warning: commands will be executed using /bin/sh
job 2210 at Mon Feb  3 21:54:00 2014
FileBase	/isis4/andresg/Achilles/Achilles151_10232013_reo/Achilles151_10232013_reo
ElecNo	14
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
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	1
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 1965645 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
--- Clustering full data set of 1965645 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 103117 members 
Mstep: Class 3 contains 103469 members 
Mstep: Class 4 contains 103009 members 
Mstep: Class 5 contains 103560 members 
Mstep: Class 6 contains 103790 members 
Mstep: Class 7 contains 103147 members 
Mstep: Class 8 contains 103423 members 
Mstep: Class 9 contains 103020 members 
Mstep: Class 10 contains 103424 members 
Mstep: Class 11 contains 103977 members 
Mstep: Class 12 contains 102936 members 
Mstep: Class 13 contains 103310 members 
Mstep: Class 14 contains 103324 members 
Mstep: Class 15 contains 103490 members 
Mstep: Class 16 contains 103755 members 
Mstep: Class 17 contains 103526 members 
Mstep: Class 18 contains 103362 members 
Mstep: Class 19 contains 103462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 30.768869 but Gain 659.355469
Score: -81791320.000000 Penalty: 11868.400391
Iteration 0F: 19 clusters Score -8.179132e+07 nChanged 1861889
Entering Unmasked Mstep 
Mstep: Class 0 contains 9471 members 
Mstep: Class 1 contains 276028 members 
Mstep: Class 2 contains 1906 members 
Mstep: Class 3 contains 91196 members 
Mstep: Class 4 contains 759118 members 
Mstep: Class 5 contains 3510 members 
Mstep: Class 6 contains 28392 members 
Mstep: Class 7 contains 62820 members 
Mstep: Class 8 contains 181427 members 
Mstep: Class 9 contains 28548 members 
Mstep: Class 10 contains 95198 members 
Mstep: Class 11 contains 172050 members 
Mstep: Class 12 contains 27276 members 
Mstep: Class 13 contains 6584 members 
Mstep: Class 14 contains 118287 members 
Mstep: Class 15 contains 40959 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 18 contains 46879 members 
Mstep: Class 19 contains 9908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87577264.000000 Penalty: 11868.400391
Iteration 1F: 19 clusters Score -8.757726e+07 nChanged 674798
Entering Unmasked Mstep 
Mstep: Class 0 contains 4213 members 
Mstep: Class 1 contains 322744 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 70357 members 
Mstep: Class 4 contains 868175 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 17841 members 
Mstep: Class 7 contains 68622 members 
Mstep: Class 8 contains 175159 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 52399 members 
Mstep: Class 11 contains 173999 members 
Mstep: Class 12 contains 21229 members 
Mstep: Class 13 contains 19491 members 
Mstep: Class 14 contains 107949 members 
Mstep: Class 15 contains 16164 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 21391 members 
Mstep: Class 19 contains 2570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88671072.000000 Penalty: 11868.400391
Iteration 2F: 19 clusters Score -8.867107e+07 nChanged 432151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1231 members 
Mstep: Class 1 contains 298471 members 
Mstep: Class 2 contains 1899 members 
Mstep: Class 3 contains 53034 members 
Mstep: Class 4 contains 957827 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 17316 members 
Mstep: Class 7 contains 84100 members 
Mstep: Class 8 contains 174996 members 
Mstep: Class 9 contains 13461 members 
Mstep: Class 10 contains 50629 members 
Mstep: Class 11 contains 162036 members 
Mstep: Class 12 contains 19071 members 
Mstep: Class 13 contains 21157 members 
Mstep: Class 14 contains 84226 members 
Mstep: Class 15 contains 7492 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 14454 members 
Mstep: Class 19 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88786680.000000 Penalty: 11868.400391
Iteration 3F: 19 clusters Score -8.878668e+07 nChanged 296950
Entering Unmasked Mstep 
Mstep: Class 0 contains 1177 members 
Mstep: Class 1 contains 287782 members 
Mstep: Class 2 contains 3402 members 
Mstep: Class 3 contains 56186 members 
Mstep: Class 4 contains 937188 members 
Mstep: Class 5 contains 1162 members 
Mstep: Class 6 contains 22843 members 
Mstep: Class 7 contains 108834 members 
Mstep: Class 8 contains 192587 members 
Mstep: Class 9 contains 13542 members 
Mstep: Class 10 contains 56593 members 
Mstep: Class 11 contains 150309 members 
Mstep: Class 12 contains 18990 members 
Mstep: Class 13 contains 19270 members 
Mstep: Class 14 contains 74980 members 
Mstep: Class 15 contains 4852 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 12932 members 
Mstep: Class 19 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89163392.000000 Penalty: 11868.400391
Iteration 4F: 19 clusters Score -8.916339e+07 nChanged 216001
Entering Unmasked Mstep 
Mstep: Class 0 contains 1251 members 
Mstep: Class 1 contains 271072 members 
Mstep: Class 2 contains 4339 members 
Mstep: Class 3 contains 70167 members 
Mstep: Class 4 contains 919795 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 6 contains 24824 members 
Mstep: Class 7 contains 132603 members 
Mstep: Class 8 contains 209878 members 
Mstep: Class 9 contains 12720 members 
Mstep: Class 10 contains 59725 members 
Mstep: Class 11 contains 132792 members 
Mstep: Class 12 contains 14545 members 
Mstep: Class 13 contains 18761 members 
Mstep: Class 14 contains 72880 members 
Mstep: Class 15 contains 4012 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 12602 members 
Mstep: Class 19 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89416152.000000 Penalty: 11868.400391
Iteration 5F: 19 clusters Score -8.941615e+07 nChanged 175467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1283 members 
Mstep: Class 1 contains 251539 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 85685 members 
Mstep: Class 4 contains 909019 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 23954 members 
Mstep: Class 7 contains 152256 members 
Mstep: Class 8 contains 230714 members 
Mstep: Class 9 contains 9767 members 
Mstep: Class 10 contains 60912 members 
Mstep: Class 11 contains 113762 members 
Mstep: Class 12 contains 8558 members 
Mstep: Class 13 contains 18638 members 
Mstep: Class 14 contains 75578 members 
Mstep: Class 15 contains 3394 members 
Mstep: Class 17 contains 1219 members 
Mstep: Class 18 contains 12872 members 
Mstep: Class 19 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89563984.000000 Penalty: 11868.400391
Iteration 6F: 19 clusters Score -8.956398e+07 nChanged 148780
Entering Unmasked Mstep 
Mstep: Class 0 contains 1218 members 
Mstep: Class 1 contains 226264 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 97278 members 
Mstep: Class 4 contains 901825 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 21033 members 
Mstep: Class 7 contains 167642 members 
Mstep: Class 8 contains 257206 members 
Mstep: Class 9 contains 6334 members 
Mstep: Class 10 contains 61158 members 
Mstep: Class 11 contains 96932 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 18617 members 
Mstep: Class 14 contains 81912 members 
Mstep: Class 15 contains 2632 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 13887 members 
Mstep: Class 19 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 562.305237 but Gain 659.355469
Score: -89657008.000000 Penalty: 11209.044922
Iteration 7F: 18 clusters Score -8.965701e+07 nChanged 135006
Entering Unmasked Mstep 
Mstep: Class 0 contains 1021 members 
Mstep: Class 1 contains 197110 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 105336 members 
Mstep: Class 4 contains 897520 members 
Mstep: Class 6 contains 18233 members 
Mstep: Class 7 contains 180605 members 
Mstep: Class 8 contains 278725 members 
Mstep: Class 9 contains 3841 members 
Mstep: Class 10 contains 61385 members 
Mstep: Class 11 contains 83208 members 
Mstep: Class 12 contains 2051 members 
Mstep: Class 13 contains 18584 members 
Mstep: Class 14 contains 93279 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 17 contains 1060 members 
Mstep: Class 18 contains 15673 members 
Mstep: Class 19 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89713504.000000 Penalty: 11209.044922
Iteration 8F: 18 clusters Score -8.97135e+07 nChanged 112633
Entering Unmasked Mstep 
Mstep: Class 0 contains 699 members 
Mstep: Class 1 contains 173083 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 111373 members 
Mstep: Class 4 contains 892829 members 
Mstep: Class 6 contains 17383 members 
Mstep: Class 7 contains 191828 members 
Mstep: Class 8 contains 284086 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 62069 members 
Mstep: Class 11 contains 72083 members 
Mstep: Class 12 contains 1064 members 
Mstep: Class 13 contains 18553 members 
Mstep: Class 14 contains 110612 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 17420 members 
Mstep: Class 19 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89767032.000000 Penalty: 11209.044922
Iteration 9F: 18 clusters Score -8.976703e+07 nChanged 95064
Entering Unmasked Mstep 
Mstep: Class 0 contains 498 members 
Mstep: Class 1 contains 157051 members 
Mstep: Class 2 contains 7016 members 
Mstep: Class 3 contains 116524 members 
Mstep: Class 4 contains 882674 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 201185 members 
Mstep: Class 8 contains 277773 members 
Mstep: Class 9 contains 1958 members 
Mstep: Class 10 contains 62763 members 
Mstep: Class 11 contains 64040 members 
Mstep: Class 12 contains 663 members 
Mstep: Class 13 contains 18522 members 
Mstep: Class 14 contains 133997 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 17 contains 1211 members 
Mstep: Class 18 contains 18925 members 
Mstep: Class 19 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 562.928101 but Gain 659.355469
Score: -89828896.000000 Penalty: 10549.689453
Iteration 10Q: 17 clusters Score -8.98289e+07 nChanged 92088
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 145155 members 
Mstep: Class 2 contains 7566 members 
Mstep: Class 3 contains 121352 members 
Mstep: Class 4 contains 867620 members 
Mstep: Class 6 contains 19831 members 
Mstep: Class 7 contains 208332 members 
Mstep: Class 8 contains 264733 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 63235 members 
Mstep: Class 11 contains 58963 members 
Mstep: Class 13 contains 18507 members 
Mstep: Class 14 contains 163892 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 20197 members 
Mstep: Class 19 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89881888.000000 Penalty: 10549.689453
Iteration 11Q: 17 clusters Score -8.988189e+07 nChanged 97090
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 134684 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 126518 members 
Mstep: Class 4 contains 844534 members 
Mstep: Class 6 contains 22402 members 
Mstep: Class 7 contains 213241 members 
Mstep: Class 8 contains 247988 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 63551 members 
Mstep: Class 11 contains 56452 members 
Mstep: Class 13 contains 18505 members 
Mstep: Class 14 contains 202135 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 21293 members 
Mstep: Class 19 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89907448.000000 Penalty: 10549.689453
Iteration 12Q: 17 clusters Score -8.990745e+07 nChanged 114571
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 122900 members 
Mstep: Class 2 contains 8103 members 
Mstep: Class 3 contains 133065 members 
Mstep: Class 4 contains 807911 members 
Mstep: Class 6 contains 26057 members 
Mstep: Class 7 contains 216796 members 
Mstep: Class 8 contains 230677 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 63868 members 
Mstep: Class 11 contains 56163 members 
Mstep: Class 13 contains 18497 members 
Mstep: Class 14 contains 252456 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 22317 members 
Mstep: Class 19 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89800616.000000 Penalty: 10549.689453
Iteration 13F: 17 clusters Score -8.980062e+07 nChanged 163231
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 8243 members 
Mstep: Class 3 contains 146048 members 
Mstep: Class 4 contains 772882 members 
Mstep: Class 6 contains 31216 members 
Mstep: Class 7 contains 219630 members 
Mstep: Class 8 contains 216613 members 
Mstep: Class 9 contains 1934 members 
Mstep: Class 10 contains 64199 members 
Mstep: Class 11 contains 61986 members 
Mstep: Class 13 contains 18484 members 
Mstep: Class 14 contains 312692 members 
Mstep: Class 15 contains 1716 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 23473 members 
Mstep: Class 19 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89751424.000000 Penalty: 10549.689453
Iteration 14F: 17 clusters Score -8.975142e+07 nChanged 148481
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 8333 members 
Mstep: Class 3 contains 163073 members 
Mstep: Class 4 contains 748405 members 
Mstep: Class 6 contains 35987 members 
Mstep: Class 7 contains 221584 members 
Mstep: Class 8 contains 221927 members 
Mstep: Class 9 contains 2110 members 
Mstep: Class 10 contains 63719 members 
Mstep: Class 11 contains 69677 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 14 contains 328337 members 
Mstep: Class 15 contains 1662 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 24945 members 
Mstep: Class 19 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89785624.000000 Penalty: 10549.689453
Iteration 15F: 17 clusters Score -8.978562e+07 nChanged 106789
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 180666 members 
Mstep: Class 4 contains 718182 members 
Mstep: Class 6 contains 41328 members 
Mstep: Class 7 contains 222579 members 
Mstep: Class 8 contains 230676 members 
Mstep: Class 9 contains 2110 members 
Mstep: Class 10 contains 62401 members 
Mstep: Class 11 contains 78135 members 
Mstep: Class 13 contains 18476 members 
Mstep: Class 14 contains 322310 members 
Mstep: Class 15 contains 1631 members 
Mstep: Class 17 contains 1403 members 
Mstep: Class 18 contains 26705 members 
Mstep: Class 19 contains 3189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89819672.000000 Penalty: 10549.689453
Iteration 16F: 17 clusters Score -8.981967e+07 nChanged 93474
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 8501 members 
Mstep: Class 3 contains 198741 members 
Mstep: Class 4 contains 682808 members 
Mstep: Class 6 contains 48085 members 
Mstep: Class 7 contains 222979 members 
Mstep: Class 8 contains 235504 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 60690 members 
Mstep: Class 11 contains 88487 members 
Mstep: Class 13 contains 18474 members 
Mstep: Class 14 contains 316729 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 28819 members 
Mstep: Class 19 contains 3807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89838952.000000 Penalty: 10549.689453
Iteration 17Q: 17 clusters Score -8.983895e+07 nChanged 93176
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 8584 members 
Mstep: Class 3 contains 217405 members 
Mstep: Class 4 contains 641356 members 
Mstep: Class 6 contains 56292 members 
Mstep: Class 7 contains 223163 members 
Mstep: Class 8 contains 237993 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 58597 members 
Mstep: Class 11 contains 101549 members 
Mstep: Class 13 contains 18478 members 
Mstep: Class 14 contains 312522 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 31403 members 
Mstep: Class 19 contains 4343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89884664.000000 Penalty: 10549.689453
Iteration 18Q: 17 clusters Score -8.988466e+07 nChanged 95347
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 8682 members 
Mstep: Class 3 contains 241470 members 
Mstep: Class 4 contains 597350 members 
Mstep: Class 6 contains 65374 members 
Mstep: Class 7 contains 222940 members 
Mstep: Class 8 contains 237459 members 
Mstep: Class 9 contains 1790 members 
Mstep: Class 10 contains 56233 members 
Mstep: Class 11 contains 117912 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 14 contains 304438 members 
Mstep: Class 15 contains 1584 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 34344 members 
Mstep: Class 19 contains 4732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89945432.000000 Penalty: 10549.689453
Iteration 19Q: 17 clusters Score -8.994543e+07 nChanged 94603
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 8789 members 
Mstep: Class 3 contains 268909 members 
Mstep: Class 4 contains 558986 members 
Mstep: Class 6 contains 74515 members 
Mstep: Class 7 contains 222494 members 
Mstep: Class 8 contains 235135 members 
Mstep: Class 9 contains 1677 members 
Mstep: Class 10 contains 53554 members 
Mstep: Class 11 contains 132739 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 14 contains 292081 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 17 contains 1518 members 
Mstep: Class 18 contains 37724 members 
Mstep: Class 19 contains 4990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89981584.000000 Penalty: 10549.689453
Iteration 20F: 17 clusters Score -8.998158e+07 nChanged 90221
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 8894 members 
Mstep: Class 3 contains 291733 members 
Mstep: Class 4 contains 528483 members 
Mstep: Class 6 contains 83776 members 
Mstep: Class 7 contains 221960 members 
Mstep: Class 8 contains 232096 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 50756 members 
Mstep: Class 11 contains 145196 members 
Mstep: Class 13 contains 18477 members 
Mstep: Class 14 contains 281440 members 
Mstep: Class 15 contains 1541 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 41481 members 
Mstep: Class 19 contains 5204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90008760.000000 Penalty: 10549.689453
Iteration 21Q: 17 clusters Score -9.000876e+07 nChanged 79073
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 8985 members 
Mstep: Class 3 contains 303553 members 
Mstep: Class 4 contains 505086 members 
Mstep: Class 6 contains 93001 members 
Mstep: Class 7 contains 221638 members 
Mstep: Class 8 contains 228913 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 48190 members 
Mstep: Class 11 contains 155286 members 
Mstep: Class 13 contains 18468 members 
Mstep: Class 14 contains 276340 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 45386 members 
Mstep: Class 19 contains 5552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90032664.000000 Penalty: 10549.689453
Iteration 22Q: 17 clusters Score -9.003266e+07 nChanged 67725
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 9054 members 
Mstep: Class 3 contains 306363 members 
Mstep: Class 4 contains 486419 members 
Mstep: Class 6 contains 101869 members 
Mstep: Class 7 contains 221444 members 
Mstep: Class 8 contains 226749 members 
Mstep: Class 9 contains 1585 members 
Mstep: Class 10 contains 46166 members 
Mstep: Class 11 contains 162408 members 
Mstep: Class 13 contains 18466 members 
Mstep: Class 14 contains 275973 members 
Mstep: Class 15 contains 1537 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 49143 members 
Mstep: Class 19 contains 5937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90055408.000000 Penalty: 10549.689453
Iteration 23Q: 17 clusters Score -9.005541e+07 nChanged 60528
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 9085 members 
Mstep: Class 3 contains 304677 members 
Mstep: Class 4 contains 470806 members 
Mstep: Class 6 contains 110100 members 
Mstep: Class 7 contains 221432 members 
Mstep: Class 8 contains 225881 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 44769 members 
Mstep: Class 11 contains 166551 members 
Mstep: Class 13 contains 18464 members 
Mstep: Class 14 contains 277781 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 17 contains 1985 members 
Mstep: Class 18 contains 52836 members 
Mstep: Class 19 contains 6260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90079248.000000 Penalty: 10549.689453
Iteration 24Q: 17 clusters Score -9.007925e+07 nChanged 55073
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 9089 members 
Mstep: Class 3 contains 300822 members 
Mstep: Class 4 contains 456901 members 
Mstep: Class 6 contains 117293 members 
Mstep: Class 7 contains 221418 members 
Mstep: Class 8 contains 226106 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 168468 members 
Mstep: Class 13 contains 18469 members 
Mstep: Class 14 contains 280825 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 17 contains 2021 members 
Mstep: Class 18 contains 56834 members 
Mstep: Class 19 contains 6529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90100752.000000 Penalty: 10549.689453
Iteration 25Q: 17 clusters Score -9.010075e+07 nChanged 51480
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 9074 members 
Mstep: Class 3 contains 295898 members 
Mstep: Class 4 contains 444941 members 
Mstep: Class 6 contains 123484 members 
Mstep: Class 7 contains 221474 members 
Mstep: Class 8 contains 227046 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 42863 members 
Mstep: Class 11 contains 168539 members 
Mstep: Class 13 contains 18468 members 
Mstep: Class 14 contains 284012 members 
Mstep: Class 15 contains 1572 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 61426 members 
Mstep: Class 19 contains 6741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90121760.000000 Penalty: 10549.689453
Iteration 26Q: 17 clusters Score -9.012176e+07 nChanged 49450
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 9054 members 
Mstep: Class 3 contains 290829 members 
Mstep: Class 4 contains 434736 members 
Mstep: Class 6 contains 128764 members 
Mstep: Class 7 contains 221595 members 
Mstep: Class 8 contains 228925 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 41906 members 
Mstep: Class 11 contains 166794 members 
Mstep: Class 13 contains 18466 members 
Mstep: Class 14 contains 286491 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 66386 members 
Mstep: Class 19 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90143464.000000 Penalty: 10549.689453
Iteration 27Q: 17 clusters Score -9.014346e+07 nChanged 47560
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 9017 members 
Mstep: Class 3 contains 285682 members 
Mstep: Class 4 contains 425692 members 
Mstep: Class 6 contains 133407 members 
Mstep: Class 7 contains 221686 members 
Mstep: Class 8 contains 232304 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 40951 members 
Mstep: Class 11 contains 163759 members 
Mstep: Class 13 contains 18471 members 
Mstep: Class 14 contains 288606 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 70634 members 
Mstep: Class 19 contains 7059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90161792.000000 Penalty: 10549.689453
Iteration 28Q: 17 clusters Score -9.016179e+07 nChanged 43726
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 8978 members 
Mstep: Class 3 contains 280657 members 
Mstep: Class 4 contains 417951 members 
Mstep: Class 6 contains 137269 members 
Mstep: Class 7 contains 221767 members 
Mstep: Class 8 contains 236278 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 40170 members 
Mstep: Class 11 contains 160158 members 
Mstep: Class 13 contains 18473 members 
Mstep: Class 14 contains 290276 members 
Mstep: Class 15 contains 1600 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 73922 members 
Mstep: Class 19 contains 7183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90175880.000000 Penalty: 10549.689453
Iteration 29Q: 17 clusters Score -9.017588e+07 nChanged 39534
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 8947 members 
Mstep: Class 3 contains 275757 members 
Mstep: Class 4 contains 411511 members 
Mstep: Class 6 contains 140360 members 
Mstep: Class 7 contains 221778 members 
Mstep: Class 8 contains 240052 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 39617 members 
Mstep: Class 11 contains 156267 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 14 contains 291814 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 76396 members 
Mstep: Class 19 contains 7292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90188048.000000 Penalty: 10549.689453
Iteration 30Q: 17 clusters Score -9.018805e+07 nChanged 35730
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 8905 members 
Mstep: Class 3 contains 271082 members 
Mstep: Class 4 contains 406332 members 
Mstep: Class 6 contains 142842 members 
Mstep: Class 7 contains 221843 members 
Mstep: Class 8 contains 243199 members 
Mstep: Class 9 contains 3904 members 
Mstep: Class 10 contains 39258 members 
Mstep: Class 11 contains 152210 members 
Mstep: Class 13 contains 18481 members 
Mstep: Class 14 contains 292974 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 17 contains 2272 members 
Mstep: Class 18 contains 78298 members 
Mstep: Class 19 contains 7352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90198080.000000 Penalty: 10549.689453
Iteration 31Q: 17 clusters Score -9.019808e+07 nChanged 33348
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 8866 members 
Mstep: Class 3 contains 266721 members 
Mstep: Class 4 contains 402115 members 
Mstep: Class 6 contains 144699 members 
Mstep: Class 7 contains 221896 members 
Mstep: Class 8 contains 245392 members 
Mstep: Class 9 contains 4278 members 
Mstep: Class 10 contains 39034 members 
Mstep: Class 11 contains 148070 members 
Mstep: Class 13 contains 18482 members 
Mstep: Class 14 contains 293910 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 79811 members 
Mstep: Class 19 contains 7390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90207840.000000 Penalty: 10549.689453
Iteration 32Q: 17 clusters Score -9.020784e+07 nChanged 31610
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 8819 members 
Mstep: Class 3 contains 262474 members 
Mstep: Class 4 contains 398636 members 
Mstep: Class 6 contains 146140 members 
Mstep: Class 7 contains 221978 members 
Mstep: Class 8 contains 246523 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 38866 members 
Mstep: Class 11 contains 144086 members 
Mstep: Class 13 contains 18486 members 
Mstep: Class 14 contains 294586 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 81107 members 
Mstep: Class 19 contains 7401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90217448.000000 Penalty: 10549.689453
Iteration 33Q: 17 clusters Score -9.021745e+07 nChanged 30415
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 95524 members 
Mstep: Class 2 contains 8778 members 
Mstep: Class 3 contains 258234 members 
Mstep: Class 4 contains 395688 members 
Mstep: Class 6 contains 147151 members 
Mstep: Class 7 contains 222031 members 
Mstep: Class 8 contains 246855 members 
Mstep: Class 9 contains 4737 members 
Mstep: Class 10 contains 38756 members 
Mstep: Class 11 contains 140332 members 
Mstep: Class 13 contains 18485 members 
Mstep: Class 14 contains 295259 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 17 contains 2260 members 
Mstep: Class 18 contains 82193 members 
Mstep: Class 19 contains 7427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90227016.000000 Penalty: 10549.689453
Iteration 34Q: 17 clusters Score -9.022702e+07 nChanged 28954
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 103884 members 
Mstep: Class 2 contains 8737 members 
Mstep: Class 3 contains 254065 members 
Mstep: Class 4 contains 393418 members 
Mstep: Class 6 contains 147813 members 
Mstep: Class 7 contains 222078 members 
Mstep: Class 8 contains 246592 members 
Mstep: Class 9 contains 4794 members 
Mstep: Class 10 contains 38686 members 
Mstep: Class 11 contains 136968 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 295398 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 83111 members 
Mstep: Class 19 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90235760.000000 Penalty: 10549.689453
Iteration 35Q: 17 clusters Score -9.023576e+07 nChanged 27692
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 112799 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 249785 members 
Mstep: Class 4 contains 391491 members 
Mstep: Class 6 contains 148165 members 
Mstep: Class 7 contains 222086 members 
Mstep: Class 8 contains 245972 members 
Mstep: Class 9 contains 4744 members 
Mstep: Class 10 contains 38638 members 
Mstep: Class 11 contains 133937 members 
Mstep: Class 13 contains 18485 members 
Mstep: Class 14 contains 295309 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 17 contains 2231 members 
Mstep: Class 18 contains 83899 members 
Mstep: Class 19 contains 7468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90243912.000000 Penalty: 10549.689453
Iteration 36Q: 17 clusters Score -9.024391e+07 nChanged 26321
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 121812 members 
Mstep: Class 2 contains 8651 members 
Mstep: Class 3 contains 245783 members 
Mstep: Class 4 contains 389648 members 
Mstep: Class 6 contains 148313 members 
Mstep: Class 7 contains 222081 members 
Mstep: Class 8 contains 245198 members 
Mstep: Class 9 contains 4612 members 
Mstep: Class 10 contains 38597 members 
Mstep: Class 11 contains 131144 members 
Mstep: Class 13 contains 18486 members 
Mstep: Class 14 contains 295092 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 84574 members 
Mstep: Class 19 contains 7481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90251960.000000 Penalty: 10549.689453
Iteration 37Q: 17 clusters Score -9.025196e+07 nChanged 24746
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 130631 members 
Mstep: Class 2 contains 8613 members 
Mstep: Class 3 contains 241852 members 
Mstep: Class 4 contains 387902 members 
Mstep: Class 6 contains 148203 members 
Mstep: Class 7 contains 222109 members 
Mstep: Class 8 contains 244369 members 
Mstep: Class 9 contains 4370 members 
Mstep: Class 10 contains 38578 members 
Mstep: Class 11 contains 129028 members 
Mstep: Class 13 contains 18492 members 
Mstep: Class 14 contains 294765 members 
Mstep: Class 15 contains 1632 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 85111 members 
Mstep: Class 19 contains 7457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90259848.000000 Penalty: 10549.689453
Iteration 38Q: 17 clusters Score -9.025985e+07 nChanged 23054
Entering ConstructFrom: 
Score: -90259848.000000 Penalty: 10549.689453
Entering ConstructFrom: 
Trying to split cluster 1 (138865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Entering Unmasked Estep 
Score: -6842891.000000 Penalty: 538.777222
	Iteration 0F: 2 clusters Score -6842891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -6749026.500000 Penalty: 1077.554443
	Iteration 0F: 3 clusters Score -6749026 nChanged 67696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -6790561.500000 Penalty: 1077.554443
	Iteration 1F: 3 clusters Score -6790562 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -6792617.000000 Penalty: 1077.554443
	Iteration 2Q: 3 clusters Score -6792617 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -6796327.500000 Penalty: 1077.554443
	Iteration 3F: 3 clusters Score -6796328 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 89934 members 
Entering Unmasked Estep 
Score: -6803285.000000 Penalty: 1077.554443
	Iteration 4F: 3 clusters Score -6803285 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -6813772.500000 Penalty: 1077.554443
	Iteration 5F: 3 clusters Score -6813772 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 105928 members 
Entering Unmasked Estep 
Score: -6824818.000000 Penalty: 1077.554443
	Iteration 6F: 3 clusters Score -6824818 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 109890 members 
Entering Unmasked Estep 
Score: -6831409.000000 Penalty: 1077.554443
	Iteration 7F: 3 clusters Score -6831409 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 112225 members 
Entering Unmasked Estep 
Score: -6833606.500000 Penalty: 1077.554443
	Iteration 8Q: 3 clusters Score -6833606 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 114293 members 
Entering Unmasked Estep 
Score: -6834797.500000 Penalty: 1077.554443
	Iteration 9Q: 3 clusters Score -6834798 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -6835738.500000 Penalty: 1077.554443
	Iteration 10Q: 3 clusters Score -6835738 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 118022 members 
Entering Unmasked Estep 
Score: -6836550.500000 Penalty: 1077.554443
	Iteration 11Q: 3 clusters Score -6836550 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 119707 members 
Entering Unmasked Estep 
Score: -6837339.000000 Penalty: 1077.554443
	Iteration 12Q: 3 clusters Score -6837339 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -6837944.500000 Penalty: 1077.554443
	Iteration 13Q: 3 clusters Score -6837944 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 122728 members 
Entering Unmasked Estep 
Score: -6838477.500000 Penalty: 1077.554443
	Iteration 14Q: 3 clusters Score -6838478 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 124071 members 
Entering Unmasked Estep 
Score: -6839019.000000 Penalty: 1077.554443
	Iteration 15Q: 3 clusters Score -6839019 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 125319 members 
Entering Unmasked Estep 
Score: -6839456.500000 Penalty: 1077.554443
	Iteration 16Q: 3 clusters Score -6839456 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 126505 members 
Entering Unmasked Estep 
Score: -6839914.500000 Penalty: 1077.554443
	Iteration 17Q: 3 clusters Score -6839914 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 127615 members 
Entering Unmasked Estep 
Score: -6840317.500000 Penalty: 1077.554443
	Iteration 18Q: 3 clusters Score -6840318 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 128594 members 
Entering Unmasked Estep 
Score: -6840593.000000 Penalty: 1077.554443
	Iteration 19Q: 3 clusters Score -6840593 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 129477 members 
Entering Unmasked Estep 
Score: -6840850.500000 Penalty: 1077.554443
	Iteration 20F: 3 clusters Score -6840850 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 130282 members 
Entering Unmasked Estep 
Score: -6841060.500000 Penalty: 1077.554443
	Iteration 21Q: 3 clusters Score -6841060 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 130980 members 
Entering Unmasked Estep 
Score: -6841273.000000 Penalty: 1077.554443
	Iteration 22Q: 3 clusters Score -6841273 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 131671 members 
Entering Unmasked Estep 
Score: -6841480.000000 Penalty: 1077.554443
	Iteration 23Q: 3 clusters Score -6841480 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 132287 members 
Entering Unmasked Estep 
Score: -6841664.000000 Penalty: 1077.554443
	Iteration 24Q: 3 clusters Score -6841664 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 132865 members 
Entering Unmasked Estep 
Score: -6841837.000000 Penalty: 1077.554443
	Iteration 25Q: 3 clusters Score -6841837 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 133352 members 
Entering Unmasked Estep 
Score: -6841997.500000 Penalty: 1077.554443
	Iteration 26Q: 3 clusters Score -6841998 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 133782 members 
Entering Unmasked Estep 
Score: -6842096.000000 Penalty: 1077.554443
	Iteration 27Q: 3 clusters Score -6842096 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 134155 members 
Entering Unmasked Estep 
Score: -6842167.500000 Penalty: 1077.554443
	Iteration 28Q: 3 clusters Score -6842168 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 134492 members 
Entering Unmasked Estep 
Score: -6842212.000000 Penalty: 1077.554443
	Iteration 29Q: 3 clusters Score -6842212 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 134805 members 
Entering Unmasked Estep 
Score: -6842247.500000 Penalty: 1077.554443
	Iteration 30Q: 3 clusters Score -6842248 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 135096 members 
Entering Unmasked Estep 
Score: -6842297.000000 Penalty: 1077.554443
	Iteration 31Q: 3 clusters Score -6842297 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 135363 members 
Entering Unmasked Estep 
Score: -6842363.500000 Penalty: 1077.554443
	Iteration 32Q: 3 clusters Score -6842364 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 135621 members 
Entering Unmasked Estep 
Score: -6842426.500000 Penalty: 1077.554443
	Iteration 33Q: 3 clusters Score -6842426 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 135841 members 
Entering Unmasked Estep 
Score: -6842452.000000 Penalty: 1077.554443
	Iteration 34Q: 3 clusters Score -6842452 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -6842493.000000 Penalty: 1077.554443
	Iteration 35Q: 3 clusters Score -6842493 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 136191 members 
Entering Unmasked Estep 
Score: -6842529.500000 Penalty: 1077.554443
	Iteration 36Q: 3 clusters Score -6842530 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 136337 members 
Entering Unmasked Estep 
Score: -6842551.000000 Penalty: 1077.554443
	Iteration 37Q: 3 clusters Score -6842551 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 136488 members 
Entering Unmasked Estep 
Score: -6842582.000000 Penalty: 1077.554443
	Iteration 38Q: 3 clusters Score -6842582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 136627 members 
Entering Unmasked Estep 
Score: -6842628.500000 Penalty: 1077.554443
	Iteration 39Q: 3 clusters Score -6842628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 136751 members 
Entering Unmasked Estep 
Score: -6842633.000000 Penalty: 1077.554443
	Iteration 40F: 3 clusters Score -6842633 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 136868 members 
Entering Unmasked Estep 
Score: -6842659.500000 Penalty: 1077.554443
	Iteration 41Q: 3 clusters Score -6842660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 136975 members 
Entering Unmasked Estep 
Score: -6842689.500000 Penalty: 1077.554443
	Iteration 42Q: 3 clusters Score -6842690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 137069 members 
Entering Unmasked Estep 
Score: -6842694.000000 Penalty: 1077.554443
	Iteration 43Q: 3 clusters Score -6842694 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 137152 members 
Entering Unmasked Estep 
Score: -6842710.500000 Penalty: 1077.554443
	Iteration 44Q: 3 clusters Score -6842710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 137225 members 
Entering Unmasked Estep 
Score: -6842725.000000 Penalty: 1077.554443
	Iteration 45Q: 3 clusters Score -6842725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 137276 members 
Entering Unmasked Estep 
Score: -6842718.000000 Penalty: 1077.554443
	Iteration 46Q: 3 clusters Score -6842718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 137321 members 
Entering Unmasked Estep 
Score: -6842725.500000 Penalty: 1077.554443
	Iteration 47Q: 3 clusters Score -6842726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 137361 members 
Entering Unmasked Estep 
Score: -6842727.500000 Penalty: 1077.554443
	Iteration 48Q: 3 clusters Score -6842728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 137395 members 
Entering Unmasked Estep 
Score: -6842740.000000 Penalty: 1077.554443
	Iteration 49Q: 3 clusters Score -6842740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -6842749.500000 Penalty: 1077.554443
	Iteration 50Q: 3 clusters Score -6842750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 137447 members 
Entering Unmasked Estep 
Score: -6842749.000000 Penalty: 1077.554443
	Iteration 51Q: 3 clusters Score -6842749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 137462 members 
Entering Unmasked Estep 
Score: -6842747.000000 Penalty: 1077.554443
	Iteration 52Q: 3 clusters Score -6842747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 137475 members 
Entering Unmasked Estep 
Score: -6842740.000000 Penalty: 1077.554443
	Iteration 53Q: 3 clusters Score -6842740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 137490 members 
Entering Unmasked Estep 
Score: -6842750.000000 Penalty: 1077.554443
	Iteration 54Q: 3 clusters Score -6842750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 137499 members 
Entering Unmasked Estep 
Score: -6842759.000000 Penalty: 1077.554443
	Iteration 55Q: 3 clusters Score -6842759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 137505 members 
Entering Unmasked Estep 
Score: -6842755.500000 Penalty: 1077.554443
	Iteration 56Q: 3 clusters Score -6842756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 137506 members 
Entering Unmasked Estep 
Score: -6842753.500000 Penalty: 1077.554443
	Iteration 57Q: 3 clusters Score -6842754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 137506 members 
Entering Unmasked Estep 
Score: -6842753.500000 Penalty: 1077.554443
	Iteration 58F: 3 clusters Score -6842754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Entering Unmasked Estep 
Score: -404921.406250 Penalty: 412.181580
	Iteration 0F: 2 clusters Score -404921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -399232.125000 Penalty: 824.363159
	Iteration 0F: 3 clusters Score -399232.1 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -401813.218750 Penalty: 824.363159
	Iteration 1F: 3 clusters Score -401813.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -402517.906250 Penalty: 824.363159
	Iteration 2F: 3 clusters Score -402517.9 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -403583.968750 Penalty: 824.363159
	Iteration 3F: 3 clusters Score -403584 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -404500.187500 Penalty: 824.363159
	Iteration 4F: 3 clusters Score -404500.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -404969.156250 Penalty: 824.363159
	Iteration 5F: 3 clusters Score -404969.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -405162.281250 Penalty: 824.363159
	Iteration 6Q: 3 clusters Score -405162.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -405270.750000 Penalty: 824.363159
	Iteration 7Q: 3 clusters Score -405270.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -405345.125000 Penalty: 824.363159
	Iteration 8Q: 3 clusters Score -405345.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -405397.843750 Penalty: 824.363159
	Iteration 9Q: 3 clusters Score -405397.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -405426.437500 Penalty: 824.363159
	Iteration 10Q: 3 clusters Score -405426.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -405447.281250 Penalty: 824.363159
	Iteration 11Q: 3 clusters Score -405447.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -405466.156250 Penalty: 824.363159
	Iteration 12Q: 3 clusters Score -405466.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -405480.406250 Penalty: 824.363159
	Iteration 13Q: 3 clusters Score -405480.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -405495.687500 Penalty: 824.363159
	Iteration 14Q: 3 clusters Score -405495.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -405511.187500 Penalty: 824.363159
	Iteration 15Q: 3 clusters Score -405511.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -405522.343750 Penalty: 824.363159
	Iteration 16Q: 3 clusters Score -405522.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -405532.593750 Penalty: 824.363159
	Iteration 17Q: 3 clusters Score -405532.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -405536.562500 Penalty: 824.363159
	Iteration 18Q: 3 clusters Score -405536.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -405540.656250 Penalty: 824.363159
	Iteration 19Q: 3 clusters Score -405540.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -405545.437500 Penalty: 824.363159
	Iteration 20F: 3 clusters Score -405545.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -405547.031250 Penalty: 824.363159
	Iteration 21Q: 3 clusters Score -405547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -405550.125000 Penalty: 824.363159
	Iteration 22Q: 3 clusters Score -405550.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -405553.968750 Penalty: 824.363159
	Iteration 23Q: 3 clusters Score -405554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -405558.062500 Penalty: 824.363159
	Iteration 24Q: 3 clusters Score -405558.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -405560.062500 Penalty: 824.363159
	Iteration 25Q: 3 clusters Score -405560.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -405564.750000 Penalty: 824.363159
	Iteration 26Q: 3 clusters Score -405564.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -405566.250000 Penalty: 824.363159
	Iteration 27Q: 3 clusters Score -405566.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -405567.843750 Penalty: 824.363159
	Iteration 28Q: 3 clusters Score -405567.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -405567.062500 Penalty: 824.363159
	Iteration 29Q: 3 clusters Score -405567.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -405568.968750 Penalty: 824.363159
	Iteration 30Q: 3 clusters Score -405569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -405569.156250 Penalty: 824.363159
	Iteration 31Q: 3 clusters Score -405569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -405570.500000 Penalty: 824.363159
	Iteration 32Q: 3 clusters Score -405570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -405573.000000 Penalty: 824.363159
	Iteration 33Q: 3 clusters Score -405573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -405573.562500 Penalty: 824.363159
	Iteration 34Q: 3 clusters Score -405573.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -405574.656250 Penalty: 824.363159
	Iteration 35Q: 3 clusters Score -405574.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -405577.875000 Penalty: 824.363159
	Iteration 36Q: 3 clusters Score -405577.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -405578.281250 Penalty: 824.363159
	Iteration 37Q: 3 clusters Score -405578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -405579.062500 Penalty: 824.363159
	Iteration 38Q: 3 clusters Score -405579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -405579.343750 Penalty: 824.363159
	Iteration 39Q: 3 clusters Score -405579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -405578.968750 Penalty: 824.363159
	Iteration 40F: 3 clusters Score -405579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -405578.843750 Penalty: 824.363159
	Iteration 41Q: 3 clusters Score -405578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -405578.843750 Penalty: 824.363159
	Iteration 42F: 3 clusters Score -405578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 238315 members 
Mstep: Class 4 contains 386127 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 147942 members 
Mstep: Class 7 contains 222075 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 38562 members 
Mstep: Class 11 contains 127420 members 
Mstep: Class 13 contains 18490 members 
Mstep: Class 14 contains 294433 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 7417 members 
Entering Unmasked Estep 
Score: -90265248.000000 Penalty: 11209.044922
Splitting cluster 2 changes total score from -90259848.000000 to -90265248.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (238315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238315 members 
Entering Unmasked Estep 
Score: -11322674.000000 Penalty: 563.351379
	Iteration 0F: 2 clusters Score -1.132267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119338 members 
Mstep: Class 2 contains 118977 members 
Entering Unmasked Estep 
Score: -11181960.000000 Penalty: 1126.702759
	Iteration 0F: 3 clusters Score -1.118196e+07 nChanged 117618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125092 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -11259726.000000 Penalty: 1126.702759
	Iteration 1F: 3 clusters Score -1.125973e+07 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128050 members 
Mstep: Class 2 contains 110265 members 
Entering Unmasked Estep 
Score: -11269095.000000 Penalty: 1126.702759
	Iteration 2F: 3 clusters Score -1.12691e+07 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131469 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -11284845.000000 Penalty: 1126.702759
	Iteration 3F: 3 clusters Score -1.128484e+07 nChanged 18877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133778 members 
Mstep: Class 2 contains 104537 members 
Entering Unmasked Estep 
Score: -11302602.000000 Penalty: 1126.702759
	Iteration 4F: 3 clusters Score -1.13026e+07 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134361 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -11314160.000000 Penalty: 1126.702759
	Iteration 5F: 3 clusters Score -1.131416e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134330 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -11319184.000000 Penalty: 1126.702759
	Iteration 6Q: 3 clusters Score -1.131918e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133738 members 
Mstep: Class 2 contains 104577 members 
Entering Unmasked Estep 
Score: -11321560.000000 Penalty: 1126.702759
	Iteration 7Q: 3 clusters Score -1.132156e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132854 members 
Mstep: Class 2 contains 105461 members 
Entering Unmasked Estep 
Score: -11323185.000000 Penalty: 1126.702759
	Iteration 8Q: 3 clusters Score -1.132318e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131872 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -11324516.000000 Penalty: 1126.702759
	Iteration 9Q: 3 clusters Score -1.132452e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130900 members 
Mstep: Class 2 contains 107415 members 
Entering Unmasked Estep 
Score: -11325464.000000 Penalty: 1126.702759
	Iteration 10Q: 3 clusters Score -1.132546e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130024 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
Score: -11326057.000000 Penalty: 1126.702759
	Iteration 11Q: 3 clusters Score -1.132606e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129144 members 
Mstep: Class 2 contains 109171 members 
Entering Unmasked Estep 
Score: -11326563.000000 Penalty: 1126.702759
	Iteration 12Q: 3 clusters Score -1.132656e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128229 members 
Mstep: Class 2 contains 110086 members 
Entering Unmasked Estep 
Score: -11326920.000000 Penalty: 1126.702759
	Iteration 13Q: 3 clusters Score -1.132692e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -11327249.000000 Penalty: 1126.702759
	Iteration 14Q: 3 clusters Score -1.132725e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126555 members 
Mstep: Class 2 contains 111760 members 
Entering Unmasked Estep 
Score: -11327569.000000 Penalty: 1126.702759
	Iteration 15Q: 3 clusters Score -1.132757e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125770 members 
Mstep: Class 2 contains 112545 members 
Entering Unmasked Estep 
Score: -11327722.000000 Penalty: 1126.702759
	Iteration 16Q: 3 clusters Score -1.132772e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124985 members 
Mstep: Class 2 contains 113330 members 
Entering Unmasked Estep 
Score: -11327824.000000 Penalty: 1126.702759
	Iteration 17Q: 3 clusters Score -1.132782e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124220 members 
Mstep: Class 2 contains 114095 members 
Entering Unmasked Estep 
Score: -11327998.000000 Penalty: 1126.702759
	Iteration 18Q: 3 clusters Score -1.1328e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123502 members 
Mstep: Class 2 contains 114813 members 
Entering Unmasked Estep 
Score: -11328069.000000 Penalty: 1126.702759
	Iteration 19Q: 3 clusters Score -1.132807e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122820 members 
Mstep: Class 2 contains 115495 members 
Entering Unmasked Estep 
Score: -11328105.000000 Penalty: 1126.702759
	Iteration 20F: 3 clusters Score -1.13281e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122176 members 
Mstep: Class 2 contains 116139 members 
Entering Unmasked Estep 
Score: -11328172.000000 Penalty: 1126.702759
	Iteration 21Q: 3 clusters Score -1.132817e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121515 members 
Mstep: Class 2 contains 116800 members 
Entering Unmasked Estep 
Score: -11328284.000000 Penalty: 1126.702759
	Iteration 22Q: 3 clusters Score -1.132828e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120877 members 
Mstep: Class 2 contains 117438 members 
Entering Unmasked Estep 
Score: -11328353.000000 Penalty: 1126.702759
	Iteration 23Q: 3 clusters Score -1.132835e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120217 members 
Mstep: Class 2 contains 118098 members 
Entering Unmasked Estep 
Score: -11328408.000000 Penalty: 1126.702759
	Iteration 24Q: 3 clusters Score -1.132841e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119596 members 
Mstep: Class 2 contains 118719 members 
Entering Unmasked Estep 
Score: -11328511.000000 Penalty: 1126.702759
	Iteration 25Q: 3 clusters Score -1.132851e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119001 members 
Mstep: Class 2 contains 119314 members 
Entering Unmasked Estep 
Score: -11328541.000000 Penalty: 1126.702759
	Iteration 26Q: 3 clusters Score -1.132854e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118443 members 
Mstep: Class 2 contains 119872 members 
Entering Unmasked Estep 
Score: -11328590.000000 Penalty: 1126.702759
	Iteration 27Q: 3 clusters Score -1.132859e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 120406 members 
Entering Unmasked Estep 
Score: -11328672.000000 Penalty: 1126.702759
	Iteration 28Q: 3 clusters Score -1.132867e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117393 members 
Mstep: Class 2 contains 120922 members 
Entering Unmasked Estep 
Score: -11328749.000000 Penalty: 1126.702759
	Iteration 29Q: 3 clusters Score -1.132875e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 121428 members 
Entering Unmasked Estep 
Score: -11328819.000000 Penalty: 1126.702759
	Iteration 30Q: 3 clusters Score -1.132882e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116352 members 
Mstep: Class 2 contains 121963 members 
Entering Unmasked Estep 
Score: -11328888.000000 Penalty: 1126.702759
	Iteration 31Q: 3 clusters Score -1.132889e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115843 members 
Mstep: Class 2 contains 122472 members 
Entering Unmasked Estep 
Score: -11328909.000000 Penalty: 1126.702759
	Iteration 32Q: 3 clusters Score -1.132891e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115376 members 
Mstep: Class 2 contains 122939 members 
Entering Unmasked Estep 
Score: -11329002.000000 Penalty: 1126.702759
	Iteration 33Q: 3 clusters Score -1.1329e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114913 members 
Mstep: Class 2 contains 123402 members 
Entering Unmasked Estep 
Score: -11329036.000000 Penalty: 1126.702759
	Iteration 34Q: 3 clusters Score -1.132904e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114484 members 
Mstep: Class 2 contains 123831 members 
Entering Unmasked Estep 
Score: -11329041.000000 Penalty: 1126.702759
	Iteration 35Q: 3 clusters Score -1.132904e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114098 members 
Mstep: Class 2 contains 124217 members 
Entering Unmasked Estep 
Score: -11329042.000000 Penalty: 1126.702759
	Iteration 36Q: 3 clusters Score -1.132904e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113682 members 
Mstep: Class 2 contains 124633 members 
Entering Unmasked Estep 
Score: -11329120.000000 Penalty: 1126.702759
	Iteration 37Q: 3 clusters Score -1.132912e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113260 members 
Mstep: Class 2 contains 125055 members 
Entering Unmasked Estep 
Score: -11329164.000000 Penalty: 1126.702759
	Iteration 38Q: 3 clusters Score -1.132916e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112891 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -11329197.000000 Penalty: 1126.702759
	Iteration 39Q: 3 clusters Score -1.13292e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112508 members 
Mstep: Class 2 contains 125807 members 
Entering Unmasked Estep 
Score: -11329229.000000 Penalty: 1126.702759
	Iteration 40F: 3 clusters Score -1.132923e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112121 members 
Mstep: Class 2 contains 126194 members 
Entering Unmasked Estep 
Score: -11329246.000000 Penalty: 1126.702759
	Iteration 41Q: 3 clusters Score -1.132925e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111734 members 
Mstep: Class 2 contains 126581 members 
Entering Unmasked Estep 
Score: -11329251.000000 Penalty: 1126.702759
	Iteration 42Q: 3 clusters Score -1.132925e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111349 members 
Mstep: Class 2 contains 126966 members 
Entering Unmasked Estep 
Score: -11329316.000000 Penalty: 1126.702759
	Iteration 43Q: 3 clusters Score -1.132932e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110982 members 
Mstep: Class 2 contains 127333 members 
Entering Unmasked Estep 
Score: -11329335.000000 Penalty: 1126.702759
	Iteration 44Q: 3 clusters Score -1.132934e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110657 members 
Mstep: Class 2 contains 127658 members 
Entering Unmasked Estep 
Score: -11329374.000000 Penalty: 1126.702759
	Iteration 45Q: 3 clusters Score -1.132937e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110357 members 
Mstep: Class 2 contains 127958 members 
Entering Unmasked Estep 
Score: -11329359.000000 Penalty: 1126.702759
	Iteration 46Q: 3 clusters Score -1.132936e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110075 members 
Mstep: Class 2 contains 128240 members 
Entering Unmasked Estep 
Score: -11329363.000000 Penalty: 1126.702759
	Iteration 47Q: 3 clusters Score -1.132936e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109787 members 
Mstep: Class 2 contains 128528 members 
Entering Unmasked Estep 
Score: -11329370.000000 Penalty: 1126.702759
	Iteration 48Q: 3 clusters Score -1.132937e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 128802 members 
Entering Unmasked Estep 
Score: -11329403.000000 Penalty: 1126.702759
	Iteration 49Q: 3 clusters Score -1.13294e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 129083 members 
Entering Unmasked Estep 
Score: -11329472.000000 Penalty: 1126.702759
	Iteration 50Q: 3 clusters Score -1.132947e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 129363 members 
Entering Unmasked Estep 
Score: -11329529.000000 Penalty: 1126.702759
	Iteration 51Q: 3 clusters Score -1.132953e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 129656 members 
Entering Unmasked Estep 
Score: -11329554.000000 Penalty: 1126.702759
	Iteration 52Q: 3 clusters Score -1.132955e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108359 members 
Mstep: Class 2 contains 129956 members 
Entering Unmasked Estep 
Score: -11329597.000000 Penalty: 1126.702759
	Iteration 53Q: 3 clusters Score -1.13296e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 130281 members 
Entering Unmasked Estep 
Score: -11329638.000000 Penalty: 1126.702759
	Iteration 54Q: 3 clusters Score -1.132964e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107678 members 
Mstep: Class 2 contains 130637 members 
Entering Unmasked Estep 
Score: -11329673.000000 Penalty: 1126.702759
	Iteration 55Q: 3 clusters Score -1.132967e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107326 members 
Mstep: Class 2 contains 130989 members 
Entering Unmasked Estep 
Score: -11329690.000000 Penalty: 1126.702759
	Iteration 56Q: 3 clusters Score -1.132969e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 131372 members 
Entering Unmasked Estep 
Score: -11329673.000000 Penalty: 1126.702759
	Iteration 57Q: 3 clusters Score -1.132967e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 131777 members 
Entering Unmasked Estep 
Score: -11329720.000000 Penalty: 1126.702759
	Iteration 58Q: 3 clusters Score -1.132972e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 132204 members 
Entering Unmasked Estep 
Score: -11329740.000000 Penalty: 1126.702759
	Iteration 59Q: 3 clusters Score -1.132974e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 132593 members 
Entering Unmasked Estep 
Score: -11329778.000000 Penalty: 1126.702759
	Iteration 60F: 3 clusters Score -1.132978e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Mstep: Class 2 contains 132956 members 
Entering Unmasked Estep 
Score: -11329821.000000 Penalty: 1126.702759
	Iteration 61Q: 3 clusters Score -1.132982e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104986 members 
Mstep: Class 2 contains 133329 members 
Entering Unmasked Estep 
Score: -11329856.000000 Penalty: 1126.702759
	Iteration 62Q: 3 clusters Score -1.132986e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 133690 members 
Entering Unmasked Estep 
Score: -11329912.000000 Penalty: 1126.702759
	Iteration 63Q: 3 clusters Score -1.132991e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104252 members 
Mstep: Class 2 contains 134063 members 
Entering Unmasked Estep 
Score: -11329952.000000 Penalty: 1126.702759
	Iteration 64Q: 3 clusters Score -1.132995e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 134425 members 
Entering Unmasked Estep 
Score: -11330002.000000 Penalty: 1126.702759
	Iteration 65Q: 3 clusters Score -1.133e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 134788 members 
Entering Unmasked Estep 
Score: -11330047.000000 Penalty: 1126.702759
	Iteration 66Q: 3 clusters Score -1.133005e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 135143 members 
Entering Unmasked Estep 
Score: -11330054.000000 Penalty: 1126.702759
	Iteration 67Q: 3 clusters Score -1.133005e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102814 members 
Mstep: Class 2 contains 135501 members 
Entering Unmasked Estep 
Score: -11330087.000000 Penalty: 1126.702759
	Iteration 68Q: 3 clusters Score -1.133009e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 135863 members 
Entering Unmasked Estep 
Score: -11330103.000000 Penalty: 1126.702759
	Iteration 69Q: 3 clusters Score -1.13301e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102110 members 
Mstep: Class 2 contains 136205 members 
Entering Unmasked Estep 
Score: -11330107.000000 Penalty: 1126.702759
	Iteration 70Q: 3 clusters Score -1.133011e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 136526 members 
Entering Unmasked Estep 
Score: -11330150.000000 Penalty: 1126.702759
	Iteration 71Q: 3 clusters Score -1.133015e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101476 members 
Mstep: Class 2 contains 136839 members 
Entering Unmasked Estep 
Score: -11330187.000000 Penalty: 1126.702759
	Iteration 72Q: 3 clusters Score -1.133019e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 137160 members 
Entering Unmasked Estep 
Score: -11330207.000000 Penalty: 1126.702759
	Iteration 73Q: 3 clusters Score -1.133021e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 137464 members 
Entering Unmasked Estep 
Score: -11330243.000000 Penalty: 1126.702759
	Iteration 74Q: 3 clusters Score -1.133024e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100553 members 
Mstep: Class 2 contains 137762 members 
Entering Unmasked Estep 
Score: -11330286.000000 Penalty: 1126.702759
	Iteration 75Q: 3 clusters Score -1.133029e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100256 members 
Mstep: Class 2 contains 138059 members 
Entering Unmasked Estep 
Score: -11330343.000000 Penalty: 1126.702759
	Iteration 76Q: 3 clusters Score -1.133034e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99962 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -11330347.000000 Penalty: 1126.702759
	Iteration 77Q: 3 clusters Score -1.133035e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99675 members 
Mstep: Class 2 contains 138640 members 
Entering Unmasked Estep 
Score: -11330369.000000 Penalty: 1126.702759
	Iteration 78Q: 3 clusters Score -1.133037e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99378 members 
Mstep: Class 2 contains 138937 members 
Entering Unmasked Estep 
Score: -11330407.000000 Penalty: 1126.702759
	Iteration 79Q: 3 clusters Score -1.133041e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99111 members 
Mstep: Class 2 contains 139204 members 
Entering Unmasked Estep 
Score: -11330423.000000 Penalty: 1126.702759
	Iteration 80F: 3 clusters Score -1.133042e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 139468 members 
Entering Unmasked Estep 
Score: -11330452.000000 Penalty: 1126.702759
	Iteration 81Q: 3 clusters Score -1.133045e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 139725 members 
Entering Unmasked Estep 
Score: -11330454.000000 Penalty: 1126.702759
	Iteration 82Q: 3 clusters Score -1.133045e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 140023 members 
Entering Unmasked Estep 
Score: -11330487.000000 Penalty: 1126.702759
	Iteration 83Q: 3 clusters Score -1.133049e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98007 members 
Mstep: Class 2 contains 140308 members 
Entering Unmasked Estep 
Score: -11330567.000000 Penalty: 1126.702759
	Iteration 84Q: 3 clusters Score -1.133057e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 140592 members 
Entering Unmasked Estep 
Score: -11330584.000000 Penalty: 1126.702759
	Iteration 85Q: 3 clusters Score -1.133058e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 140884 members 
Entering Unmasked Estep 
Score: -11330620.000000 Penalty: 1126.702759
	Iteration 86Q: 3 clusters Score -1.133062e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97167 members 
Mstep: Class 2 contains 141148 members 
Entering Unmasked Estep 
Score: -11330641.000000 Penalty: 1126.702759
	Iteration 87Q: 3 clusters Score -1.133064e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96906 members 
Mstep: Class 2 contains 141409 members 
Entering Unmasked Estep 
Score: -11330636.000000 Penalty: 1126.702759
	Iteration 88Q: 3 clusters Score -1.133064e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96649 members 
Mstep: Class 2 contains 141666 members 
Entering Unmasked Estep 
Score: -11330638.000000 Penalty: 1126.702759
	Iteration 89Q: 3 clusters Score -1.133064e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 141901 members 
Entering Unmasked Estep 
Score: -11330664.000000 Penalty: 1126.702759
	Iteration 90Q: 3 clusters Score -1.133066e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 142147 members 
Entering Unmasked Estep 
Score: -11330684.000000 Penalty: 1126.702759
	Iteration 91Q: 3 clusters Score -1.133068e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 142396 members 
Entering Unmasked Estep 
Score: -11330711.000000 Penalty: 1126.702759
	Iteration 92Q: 3 clusters Score -1.133071e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -11330709.000000 Penalty: 1126.702759
	Iteration 93Q: 3 clusters Score -1.133071e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 142901 members 
Entering Unmasked Estep 
Score: -11330704.000000 Penalty: 1126.702759
	Iteration 94Q: 3 clusters Score -1.13307e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 143130 members 
Entering Unmasked Estep 
Score: -11330739.000000 Penalty: 1126.702759
	Iteration 95Q: 3 clusters Score -1.133074e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 143374 members 
Entering Unmasked Estep 
Score: -11330794.000000 Penalty: 1126.702759
	Iteration 96Q: 3 clusters Score -1.133079e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 143627 members 
Entering Unmasked Estep 
Score: -11330833.000000 Penalty: 1126.702759
	Iteration 97Q: 3 clusters Score -1.133083e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 143889 members 
Entering Unmasked Estep 
Score: -11330843.000000 Penalty: 1126.702759
	Iteration 98Q: 3 clusters Score -1.133084e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 144188 members 
Entering Unmasked Estep 
Score: -11330894.000000 Penalty: 1126.702759
	Iteration 99Q: 3 clusters Score -1.133089e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93872 members 
Mstep: Class 2 contains 144443 members 
Entering Unmasked Estep 
Score: -11330927.000000 Penalty: 1126.702759
	Iteration 100F: 3 clusters Score -1.133093e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 144719 members 
Entering Unmasked Estep 
Score: -11330955.000000 Penalty: 1126.702759
	Iteration 101Q: 3 clusters Score -1.133096e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 144996 members 
Entering Unmasked Estep 
Score: -11330957.000000 Penalty: 1126.702759
	Iteration 102Q: 3 clusters Score -1.133096e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 145297 members 
Entering Unmasked Estep 
Score: -11330969.000000 Penalty: 1126.702759
	Iteration 103Q: 3 clusters Score -1.133097e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 145633 members 
Entering Unmasked Estep 
Score: -11331026.000000 Penalty: 1126.702759
	Iteration 104Q: 3 clusters Score -1.133103e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 145961 members 
Entering Unmasked Estep 
Score: -11331079.000000 Penalty: 1126.702759
	Iteration 105Q: 3 clusters Score -1.133108e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 146282 members 
Entering Unmasked Estep 
Score: -11331087.000000 Penalty: 1126.702759
	Iteration 106Q: 3 clusters Score -1.133109e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 146595 members 
Entering Unmasked Estep 
Score: -11331136.000000 Penalty: 1126.702759
	Iteration 107Q: 3 clusters Score -1.133114e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 146893 members 
Entering Unmasked Estep 
Score: -11331134.000000 Penalty: 1126.702759
	Iteration 108Q: 3 clusters Score -1.133113e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 147205 members 
Entering Unmasked Estep 
Score: -11331188.000000 Penalty: 1126.702759
	Iteration 109Q: 3 clusters Score -1.133119e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 147529 members 
Entering Unmasked Estep 
Score: -11331240.000000 Penalty: 1126.702759
	Iteration 110Q: 3 clusters Score -1.133124e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Mstep: Class 2 contains 147860 members 
Entering Unmasked Estep 
Score: -11331281.000000 Penalty: 1126.702759
	Iteration 111Q: 3 clusters Score -1.133128e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 148219 members 
Entering Unmasked Estep 
Score: -11331322.000000 Penalty: 1126.702759
	Iteration 112Q: 3 clusters Score -1.133132e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 148591 members 
Entering Unmasked Estep 
Score: -11331343.000000 Penalty: 1126.702759
	Iteration 113Q: 3 clusters Score -1.133134e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -11331398.000000 Penalty: 1126.702759
	Iteration 114Q: 3 clusters Score -1.13314e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 149361 members 
Entering Unmasked Estep 
Score: -11331491.000000 Penalty: 1126.702759
	Iteration 115Q: 3 clusters Score -1.133149e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88564 members 
Mstep: Class 2 contains 149751 members 
Entering Unmasked Estep 
Score: -11331560.000000 Penalty: 1126.702759
	Iteration 116Q: 3 clusters Score -1.133156e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 150145 members 
Entering Unmasked Estep 
Score: -11331548.000000 Penalty: 1126.702759
	Iteration 117Q: 3 clusters Score -1.133155e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 150561 members 
Entering Unmasked Estep 
Score: -11331579.000000 Penalty: 1126.702759
	Iteration 118Q: 3 clusters Score -1.133158e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87353 members 
Mstep: Class 2 contains 150962 members 
Entering Unmasked Estep 
Score: -11331615.000000 Penalty: 1126.702759
	Iteration 119Q: 3 clusters Score -1.133162e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 151384 members 
Entering Unmasked Estep 
Score: -11331669.000000 Penalty: 1126.702759
	Iteration 120F: 3 clusters Score -1.133167e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 151823 members 
Entering Unmasked Estep 
Score: -11331718.000000 Penalty: 1126.702759
	Iteration 121Q: 3 clusters Score -1.133172e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86030 members 
Mstep: Class 2 contains 152285 members 
Entering Unmasked Estep 
Score: -11331796.000000 Penalty: 1126.702759
	Iteration 122Q: 3 clusters Score -1.13318e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 152783 members 
Entering Unmasked Estep 
Score: -11331934.000000 Penalty: 1126.702759
	Iteration 123Q: 3 clusters Score -1.133193e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 153312 members 
Entering Unmasked Estep 
Score: -11331941.000000 Penalty: 1126.702759
	Iteration 124Q: 3 clusters Score -1.133194e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84436 members 
Mstep: Class 2 contains 153879 members 
Entering Unmasked Estep 
Score: -11332024.000000 Penalty: 1126.702759
	Iteration 125Q: 3 clusters Score -1.133202e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83822 members 
Mstep: Class 2 contains 154493 members 
Entering Unmasked Estep 
Score: -11332060.000000 Penalty: 1126.702759
	Iteration 126Q: 3 clusters Score -1.133206e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 155132 members 
Entering Unmasked Estep 
Score: -11332199.000000 Penalty: 1126.702759
	Iteration 127Q: 3 clusters Score -1.13322e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 155770 members 
Entering Unmasked Estep 
Score: -11332325.000000 Penalty: 1126.702759
	Iteration 128Q: 3 clusters Score -1.133232e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 156440 members 
Entering Unmasked Estep 
Score: -11332452.000000 Penalty: 1126.702759
	Iteration 129Q: 3 clusters Score -1.133245e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81180 members 
Mstep: Class 2 contains 157135 members 
Entering Unmasked Estep 
Score: -11332550.000000 Penalty: 1126.702759
	Iteration 130Q: 3 clusters Score -1.133255e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 157879 members 
Entering Unmasked Estep 
Score: -11332614.000000 Penalty: 1126.702759
	Iteration 131Q: 3 clusters Score -1.133261e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 158696 members 
Entering Unmasked Estep 
Score: -11332755.000000 Penalty: 1126.702759
	Iteration 132Q: 3 clusters Score -1.133276e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 159527 members 
Entering Unmasked Estep 
Score: -11332816.000000 Penalty: 1126.702759
	Iteration 133Q: 3 clusters Score -1.133282e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 160319 members 
Entering Unmasked Estep 
Score: -11332962.000000 Penalty: 1126.702759
	Iteration 134Q: 3 clusters Score -1.133296e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 161089 members 
Entering Unmasked Estep 
Score: -11333061.000000 Penalty: 1126.702759
	Iteration 135Q: 3 clusters Score -1.133306e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 161913 members 
Entering Unmasked Estep 
Score: -11333222.000000 Penalty: 1126.702759
	Iteration 136Q: 3 clusters Score -1.133322e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 162796 members 
Entering Unmasked Estep 
Score: -11333355.000000 Penalty: 1126.702759
	Iteration 137Q: 3 clusters Score -1.133336e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74574 members 
Mstep: Class 2 contains 163741 members 
Entering Unmasked Estep 
Score: -11333504.000000 Penalty: 1126.702759
	Iteration 138Q: 3 clusters Score -1.13335e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 164714 members 
Entering Unmasked Estep 
Score: -11333687.000000 Penalty: 1126.702759
	Iteration 139Q: 3 clusters Score -1.133369e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 165708 members 
Entering Unmasked Estep 
Score: -11333844.000000 Penalty: 1126.702759
	Iteration 140F: 3 clusters Score -1.133384e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 166744 members 
Entering Unmasked Estep 
Score: -11334037.000000 Penalty: 1126.702759
	Iteration 141Q: 3 clusters Score -1.133404e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 167805 members 
Entering Unmasked Estep 
Score: -11334191.000000 Penalty: 1126.702759
	Iteration 142Q: 3 clusters Score -1.133419e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -11334325.000000 Penalty: 1126.702759
	Iteration 143Q: 3 clusters Score -1.133432e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 169983 members 
Entering Unmasked Estep 
Score: -11334602.000000 Penalty: 1126.702759
	Iteration 144Q: 3 clusters Score -1.13346e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 171113 members 
Entering Unmasked Estep 
Score: -11334754.000000 Penalty: 1126.702759
	Iteration 145Q: 3 clusters Score -1.133475e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 172179 members 
Entering Unmasked Estep 
Score: -11335013.000000 Penalty: 1126.702759
	Iteration 146Q: 3 clusters Score -1.133501e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 173305 members 
Entering Unmasked Estep 
Score: -11335192.000000 Penalty: 1126.702759
	Iteration 147Q: 3 clusters Score -1.133519e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 174515 members 
Entering Unmasked Estep 
Score: -11335408.000000 Penalty: 1126.702759
	Iteration 148Q: 3 clusters Score -1.133541e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 175718 members 
Entering Unmasked Estep 
Score: -11335727.000000 Penalty: 1126.702759
	Iteration 149Q: 3 clusters Score -1.133573e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 176926 members 
Entering Unmasked Estep 
Score: -11335818.000000 Penalty: 1126.702759
	Iteration 150Q: 3 clusters Score -1.133582e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 178118 members 
Entering Unmasked Estep 
Score: -11336011.000000 Penalty: 1126.702759
	Iteration 151Q: 3 clusters Score -1.133601e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 179297 members 
Entering Unmasked Estep 
Score: -11336184.000000 Penalty: 1126.702759
	Iteration 152Q: 3 clusters Score -1.133618e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 180457 members 
Entering Unmasked Estep 
Score: -11336375.000000 Penalty: 1126.702759
	Iteration 153Q: 3 clusters Score -1.133638e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 181669 members 
Entering Unmasked Estep 
Score: -11336572.000000 Penalty: 1126.702759
	Iteration 154Q: 3 clusters Score -1.133657e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 182910 members 
Entering Unmasked Estep 
Score: -11336801.000000 Penalty: 1126.702759
	Iteration 155Q: 3 clusters Score -1.13368e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 184160 members 
Entering Unmasked Estep 
Score: -11337076.000000 Penalty: 1126.702759
	Iteration 156Q: 3 clusters Score -1.133708e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 185441 members 
Entering Unmasked Estep 
Score: -11337405.000000 Penalty: 1126.702759
	Iteration 157Q: 3 clusters Score -1.13374e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 186731 members 
Entering Unmasked Estep 
Score: -11337624.000000 Penalty: 1126.702759
	Iteration 158Q: 3 clusters Score -1.133762e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 188045 members 
Entering Unmasked Estep 
Score: -11337852.000000 Penalty: 1126.702759
	Iteration 159Q: 3 clusters Score -1.133785e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 189326 members 
Entering Unmasked Estep 
Score: -11338101.000000 Penalty: 1126.702759
	Iteration 160F: 3 clusters Score -1.13381e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 190605 members 
Entering Unmasked Estep 
Score: -11338327.000000 Penalty: 1126.702759
	Iteration 161Q: 3 clusters Score -1.133833e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 191915 members 
Entering Unmasked Estep 
Score: -11338481.000000 Penalty: 1126.702759
	Iteration 162Q: 3 clusters Score -1.133848e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 193251 members 
Entering Unmasked Estep 
Score: -11338681.000000 Penalty: 1126.702759
	Iteration 163Q: 3 clusters Score -1.133868e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 194533 members 
Entering Unmasked Estep 
Score: -11338915.000000 Penalty: 1126.702759
	Iteration 164Q: 3 clusters Score -1.133892e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 195824 members 
Entering Unmasked Estep 
Score: -11338994.000000 Penalty: 1126.702759
	Iteration 165Q: 3 clusters Score -1.133899e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 197120 members 
Entering Unmasked Estep 
Score: -11339125.000000 Penalty: 1126.702759
	Iteration 166Q: 3 clusters Score -1.133912e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 198413 members 
Entering Unmasked Estep 
Score: -11339333.000000 Penalty: 1126.702759
	Iteration 167Q: 3 clusters Score -1.133933e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 199690 members 
Entering Unmasked Estep 
Score: -11339474.000000 Penalty: 1126.702759
	Iteration 168Q: 3 clusters Score -1.133947e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 200954 members 
Entering Unmasked Estep 
Score: -11339639.000000 Penalty: 1126.702759
	Iteration 169Q: 3 clusters Score -1.133964e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 202231 members 
Entering Unmasked Estep 
Score: -11339464.000000 Penalty: 1126.702759
	Iteration 170Q: 3 clusters Score -1.133946e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 203579 members 
Entering Unmasked Estep 
Score: -11339198.000000 Penalty: 1126.702759
	Iteration 171Q: 3 clusters Score -1.13392e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 205051 members 
Entering Unmasked Estep 
Score: -11338996.000000 Penalty: 1126.702759
	Iteration 172Q: 3 clusters Score -1.1339e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 206601 members 
Entering Unmasked Estep 
Score: -11338660.000000 Penalty: 1126.702759
	Iteration 173Q: 3 clusters Score -1.133866e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 208212 members 
Entering Unmasked Estep 
Score: -11338353.000000 Penalty: 1126.702759
	Iteration 174Q: 3 clusters Score -1.133835e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 209852 members 
Entering Unmasked Estep 
Score: -11337866.000000 Penalty: 1126.702759
	Iteration 175Q: 3 clusters Score -1.133787e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 211505 members 
Entering Unmasked Estep 
Score: -11337182.000000 Penalty: 1126.702759
	Iteration 176Q: 3 clusters Score -1.133718e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 213171 members 
Entering Unmasked Estep 
Score: -11336455.000000 Penalty: 1126.702759
	Iteration 177Q: 3 clusters Score -1.133646e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 214883 members 
Entering Unmasked Estep 
Score: -11335631.000000 Penalty: 1126.702759
	Iteration 178Q: 3 clusters Score -1.133563e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 216696 members 
Entering Unmasked Estep 
Score: -11334831.000000 Penalty: 1126.702759
	Iteration 179Q: 3 clusters Score -1.133483e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 218483 members 
Entering Unmasked Estep 
Score: -11333995.000000 Penalty: 1126.702759
	Iteration 180F: 3 clusters Score -1.1334e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 220293 members 
Entering Unmasked Estep 
Score: -11333125.000000 Penalty: 1126.702759
	Iteration 181Q: 3 clusters Score -1.133312e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 222139 members 
Entering Unmasked Estep 
Score: -11332064.000000 Penalty: 1126.702759
	Iteration 182Q: 3 clusters Score -1.133206e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 224004 members 
Entering Unmasked Estep 
Score: -11330870.000000 Penalty: 1126.702759
	Iteration 183Q: 3 clusters Score -1.133087e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 225795 members 
Entering Unmasked Estep 
Score: -11329848.000000 Penalty: 1126.702759
	Iteration 184Q: 3 clusters Score -1.132985e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 227464 members 
Entering Unmasked Estep 
Score: -11328806.000000 Penalty: 1126.702759
	Iteration 185Q: 3 clusters Score -1.132881e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 228965 members 
Entering Unmasked Estep 
Score: -11327881.000000 Penalty: 1126.702759
	Iteration 186Q: 3 clusters Score -1.132788e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 230328 members 
Entering Unmasked Estep 
Score: -11327069.000000 Penalty: 1126.702759
	Iteration 187Q: 3 clusters Score -1.132707e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 231505 members 
Entering Unmasked Estep 
Score: -11326312.000000 Penalty: 1126.702759
	Iteration 188Q: 3 clusters Score -1.132631e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 232527 members 
Entering Unmasked Estep 
Score: -11325744.000000 Penalty: 1126.702759
	Iteration 189Q: 3 clusters Score -1.132574e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 233436 members 
Entering Unmasked Estep 
Score: -11325237.000000 Penalty: 1126.702759
	Iteration 190Q: 3 clusters Score -1.132524e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 234200 members 
Entering Unmasked Estep 
Score: -11324847.000000 Penalty: 1126.702759
	Iteration 191Q: 3 clusters Score -1.132485e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 234846 members 
Entering Unmasked Estep 
Score: -11324485.000000 Penalty: 1126.702759
	Iteration 192Q: 3 clusters Score -1.132448e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 235342 members 
Entering Unmasked Estep 
Score: -11324290.000000 Penalty: 1126.702759
	Iteration 193Q: 3 clusters Score -1.132429e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 235729 members 
Entering Unmasked Estep 
Score: -11324118.000000 Penalty: 1126.702759
	Iteration 194Q: 3 clusters Score -1.132412e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 236044 members 
Entering Unmasked Estep 
Score: -11324030.000000 Penalty: 1126.702759
	Iteration 195Q: 3 clusters Score -1.132403e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 236301 members 
Entering Unmasked Estep 
Score: -11323884.000000 Penalty: 1126.702759
	Iteration 196Q: 3 clusters Score -1.132388e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 236482 members 
Entering Unmasked Estep 
Score: -11323824.000000 Penalty: 1126.702759
	Iteration 197Q: 3 clusters Score -1.132382e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 236615 members 
Entering Unmasked Estep 
Score: -11323717.000000 Penalty: 1126.702759
	Iteration 198Q: 3 clusters Score -1.132372e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 236723 members 
Entering Unmasked Estep 
Score: -11323651.000000 Penalty: 1126.702759
	Iteration 199Q: 3 clusters Score -1.132365e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 236805 members 
Entering Unmasked Estep 
Score: -11323602.000000 Penalty: 1126.702759
	Iteration 200F: 3 clusters Score -1.13236e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 236881 members 
Entering Unmasked Estep 
Score: -11323569.000000 Penalty: 1126.702759
	Iteration 201Q: 3 clusters Score -1.132357e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 236953 members 
Entering Unmasked Estep 
Score: -11323508.000000 Penalty: 1126.702759
	Iteration 202Q: 3 clusters Score -1.132351e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 237012 members 
Entering Unmasked Estep 
Score: -11323460.000000 Penalty: 1126.702759
	Iteration 203Q: 3 clusters Score -1.132346e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 237052 members 
Entering Unmasked Estep 
Score: -11323441.000000 Penalty: 1126.702759
	Iteration 204Q: 3 clusters Score -1.132344e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 237094 members 
Entering Unmasked Estep 
Score: -11323410.000000 Penalty: 1126.702759
	Iteration 205Q: 3 clusters Score -1.132341e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 237128 members 
Entering Unmasked Estep 
Score: -11323387.000000 Penalty: 1126.702759
	Iteration 206Q: 3 clusters Score -1.132339e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 237156 members 
Entering Unmasked Estep 
Score: -11323359.000000 Penalty: 1126.702759
	Iteration 207Q: 3 clusters Score -1.132336e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 237178 members 
Entering Unmasked Estep 
Score: -11323343.000000 Penalty: 1126.702759
	Iteration 208Q: 3 clusters Score -1.132334e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 237185 members 
Entering Unmasked Estep 
Score: -11323322.000000 Penalty: 1126.702759
	Iteration 209Q: 3 clusters Score -1.132332e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 237180 members 
Entering Unmasked Estep 
Score: -11323314.000000 Penalty: 1126.702759
	Iteration 210Q: 3 clusters Score -1.132331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 237174 members 
Entering Unmasked Estep 
Score: -11323315.000000 Penalty: 1126.702759
	Iteration 211Q: 3 clusters Score -1.132332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 237177 members 
Entering Unmasked Estep 
Score: -11323299.000000 Penalty: 1126.702759
	Iteration 212Q: 3 clusters Score -1.13233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 237187 members 
Entering Unmasked Estep 
Score: -11323300.000000 Penalty: 1126.702759
	Iteration 213Q: 3 clusters Score -1.13233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 237188 members 
Entering Unmasked Estep 
Score: -11323302.000000 Penalty: 1126.702759
	Iteration 214Q: 3 clusters Score -1.13233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 237189 members 
Entering Unmasked Estep 
Score: -11323294.000000 Penalty: 1126.702759
	Iteration 215Q: 3 clusters Score -1.132329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 237187 members 
Entering Unmasked Estep 
Score: -11323301.000000 Penalty: 1126.702759
	Iteration 216Q: 3 clusters Score -1.13233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 237188 members 
Entering Unmasked Estep 
Score: -11323296.000000 Penalty: 1126.702759
	Iteration 217Q: 3 clusters Score -1.13233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 237185 members 
Entering Unmasked Estep 
Score: -11323298.000000 Penalty: 1126.702759
	Iteration 218Q: 3 clusters Score -1.13233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 237184 members 
Entering Unmasked Estep 
Score: -11323287.000000 Penalty: 1126.702759
	Iteration 219Q: 3 clusters Score -1.132329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 237184 members 
Entering Unmasked Estep 
Score: -11323297.000000 Penalty: 1126.702759
	Iteration 220F: 3 clusters Score -1.13233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 237185 members 
Entering Unmasked Estep 
Score: -11323291.000000 Penalty: 1126.702759
	Iteration 221Q: 3 clusters Score -1.132329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 237184 members 
Entering Unmasked Estep 
Score: -11323297.000000 Penalty: 1126.702759
	Iteration 222Q: 3 clusters Score -1.13233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 237179 members 
Entering Unmasked Estep 
Score: -11323298.000000 Penalty: 1126.702759
	Iteration 223Q: 3 clusters Score -1.13233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 237171 members 
Entering Unmasked Estep 
Score: -11323290.000000 Penalty: 1126.702759
	Iteration 224Q: 3 clusters Score -1.132329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 237161 members 
Entering Unmasked Estep 
Score: -11323299.000000 Penalty: 1126.702759
	Iteration 225Q: 3 clusters Score -1.13233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 237158 members 
Entering Unmasked Estep 
Score: -11323297.000000 Penalty: 1126.702759
	Iteration 226Q: 3 clusters Score -1.13233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 237155 members 
Entering Unmasked Estep 
Score: -11323297.000000 Penalty: 1126.702759
	Iteration 227Q: 3 clusters Score -1.13233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 237151 members 
Entering Unmasked Estep 
Score: -11323301.000000 Penalty: 1126.702759
	Iteration 228Q: 3 clusters Score -1.13233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 237151 members 
Entering Unmasked Estep 
Score: -11323302.000000 Penalty: 1126.702759
	Iteration 229Q: 3 clusters Score -1.13233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 237156 members 
Entering Unmasked Estep 
Score: -11323295.000000 Penalty: 1126.702759
	Iteration 230Q: 3 clusters Score -1.13233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 237161 members 
Entering Unmasked Estep 
Score: -11323295.000000 Penalty: 1126.702759
	Iteration 231Q: 3 clusters Score -1.13233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 237163 members 
Entering Unmasked Estep 
Score: -11323287.000000 Penalty: 1126.702759
	Iteration 232Q: 3 clusters Score -1.132329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 237167 members 
Entering Unmasked Estep 
Score: -11323282.000000 Penalty: 1126.702759
	Iteration 233Q: 3 clusters Score -1.132328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 237167 members 
Entering Unmasked Estep 
Score: -11323280.000000 Penalty: 1126.702759
	Iteration 234Q: 3 clusters Score -1.132328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 237165 members 
Entering Unmasked Estep 
Score: -11323271.000000 Penalty: 1126.702759
	Iteration 235Q: 3 clusters Score -1.132327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 237165 members 
Entering Unmasked Estep 
Score: -11323271.000000 Penalty: 1126.702759
	Iteration 236Q: 3 clusters Score -1.132327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 237165 members 
Entering Unmasked Estep 
Score: -11323271.000000 Penalty: 1126.702759
	Iteration 237F: 3 clusters Score -1.132327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 386127 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 147942 members 
Mstep: Class 7 contains 222075 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 38562 members 
Mstep: Class 11 contains 127420 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 18490 members 
Mstep: Class 14 contains 294433 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 7417 members 
Entering Unmasked Estep 
Score: -90265304.000000 Penalty: 11868.400391
Splitting cluster 3 changes total score from -90259848.000000 to -90265304.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 4 (386127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386127 members 
Entering Unmasked Estep 
Score: -18786730.000000 Penalty: 585.308411
	Iteration 0F: 2 clusters Score -1.878673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192927 members 
Mstep: Class 2 contains 193200 members 
Entering Unmasked Estep 
Score: -18696570.000000 Penalty: 1170.616821
	Iteration 0F: 3 clusters Score -1.869657e+07 nChanged 190359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186208 members 
Mstep: Class 2 contains 199919 members 
Entering Unmasked Estep 
Score: -18832028.000000 Penalty: 1170.616821
	Iteration 1F: 3 clusters Score -1.883203e+07 nChanged 30884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185962 members 
Mstep: Class 2 contains 200165 members 
Entering Unmasked Estep 
Score: -18856288.000000 Penalty: 1170.616821
	Iteration 2F: 3 clusters Score -1.885629e+07 nChanged 34099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186519 members 
Mstep: Class 2 contains 199608 members 
Entering Unmasked Estep 
Score: -18880646.000000 Penalty: 1170.616821
	Iteration 3F: 3 clusters Score -1.888065e+07 nChanged 26977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187030 members 
Mstep: Class 2 contains 199097 members 
Entering Unmasked Estep 
Score: -18889222.000000 Penalty: 1170.616821
	Iteration 4F: 3 clusters Score -1.888922e+07 nChanged 15095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186945 members 
Mstep: Class 2 contains 199182 members 
Entering Unmasked Estep 
Score: -18889756.000000 Penalty: 1170.616821
	Iteration 5Q: 3 clusters Score -1.888976e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186366 members 
Mstep: Class 2 contains 199761 members 
Entering Unmasked Estep 
Score: -18889084.000000 Penalty: 1170.616821
	Iteration 6Q: 3 clusters Score -1.888908e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185512 members 
Mstep: Class 2 contains 200615 members 
Entering Unmasked Estep 
Score: -18888020.000000 Penalty: 1170.616821
	Iteration 7Q: 3 clusters Score -1.888802e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184602 members 
Mstep: Class 2 contains 201525 members 
Entering Unmasked Estep 
Score: -18886110.000000 Penalty: 1170.616821
	Iteration 8Q: 3 clusters Score -1.888611e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183706 members 
Mstep: Class 2 contains 202421 members 
Entering Unmasked Estep 
Score: -18884450.000000 Penalty: 1170.616821
	Iteration 9Q: 3 clusters Score -1.888445e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182875 members 
Mstep: Class 2 contains 203252 members 
Entering Unmasked Estep 
Score: -18883082.000000 Penalty: 1170.616821
	Iteration 10Q: 3 clusters Score -1.888308e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182210 members 
Mstep: Class 2 contains 203917 members 
Entering Unmasked Estep 
Score: -18881314.000000 Penalty: 1170.616821
	Iteration 11Q: 3 clusters Score -1.888131e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181440 members 
Mstep: Class 2 contains 204687 members 
Entering Unmasked Estep 
Score: -18879738.000000 Penalty: 1170.616821
	Iteration 12Q: 3 clusters Score -1.887974e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180821 members 
Mstep: Class 2 contains 205306 members 
Entering Unmasked Estep 
Score: -18878540.000000 Penalty: 1170.616821
	Iteration 13Q: 3 clusters Score -1.887854e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180239 members 
Mstep: Class 2 contains 205888 members 
Entering Unmasked Estep 
Score: -18877496.000000 Penalty: 1170.616821
	Iteration 14Q: 3 clusters Score -1.88775e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179749 members 
Mstep: Class 2 contains 206378 members 
Entering Unmasked Estep 
Score: -18876810.000000 Penalty: 1170.616821
	Iteration 15Q: 3 clusters Score -1.887681e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179321 members 
Mstep: Class 2 contains 206806 members 
Entering Unmasked Estep 
Score: -18876246.000000 Penalty: 1170.616821
	Iteration 16Q: 3 clusters Score -1.887625e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178983 members 
Mstep: Class 2 contains 207144 members 
Entering Unmasked Estep 
Score: -18876040.000000 Penalty: 1170.616821
	Iteration 17Q: 3 clusters Score -1.887604e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178627 members 
Mstep: Class 2 contains 207500 members 
Entering Unmasked Estep 
Score: -18875708.000000 Penalty: 1170.616821
	Iteration 18Q: 3 clusters Score -1.887571e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178383 members 
Mstep: Class 2 contains 207744 members 
Entering Unmasked Estep 
Score: -18875474.000000 Penalty: 1170.616821
	Iteration 19Q: 3 clusters Score -1.887547e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178197 members 
Mstep: Class 2 contains 207930 members 
Entering Unmasked Estep 
Score: -18875466.000000 Penalty: 1170.616821
	Iteration 20F: 3 clusters Score -1.887547e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178088 members 
Mstep: Class 2 contains 208039 members 
Entering Unmasked Estep 
Score: -18875322.000000 Penalty: 1170.616821
	Iteration 21Q: 3 clusters Score -1.887532e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178031 members 
Mstep: Class 2 contains 208096 members 
Entering Unmasked Estep 
Score: -18875240.000000 Penalty: 1170.616821
	Iteration 22Q: 3 clusters Score -1.887524e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177945 members 
Mstep: Class 2 contains 208182 members 
Entering Unmasked Estep 
Score: -18875300.000000 Penalty: 1170.616821
	Iteration 23Q: 3 clusters Score -1.88753e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177840 members 
Mstep: Class 2 contains 208287 members 
Entering Unmasked Estep 
Score: -18875250.000000 Penalty: 1170.616821
	Iteration 24Q: 3 clusters Score -1.887525e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177781 members 
Mstep: Class 2 contains 208346 members 
Entering Unmasked Estep 
Score: -18875418.000000 Penalty: 1170.616821
	Iteration 25Q: 3 clusters Score -1.887542e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 208390 members 
Entering Unmasked Estep 
Score: -18875590.000000 Penalty: 1170.616821
	Iteration 26Q: 3 clusters Score -1.887559e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177716 members 
Mstep: Class 2 contains 208411 members 
Entering Unmasked Estep 
Score: -18875732.000000 Penalty: 1170.616821
	Iteration 27Q: 3 clusters Score -1.887573e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177759 members 
Mstep: Class 2 contains 208368 members 
Entering Unmasked Estep 
Score: -18875930.000000 Penalty: 1170.616821
	Iteration 28Q: 3 clusters Score -1.887593e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177762 members 
Mstep: Class 2 contains 208365 members 
Entering Unmasked Estep 
Score: -18876054.000000 Penalty: 1170.616821
	Iteration 29Q: 3 clusters Score -1.887605e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177726 members 
Mstep: Class 2 contains 208401 members 
Entering Unmasked Estep 
Score: -18876158.000000 Penalty: 1170.616821
	Iteration 30Q: 3 clusters Score -1.887616e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177687 members 
Mstep: Class 2 contains 208440 members 
Entering Unmasked Estep 
Score: -18876252.000000 Penalty: 1170.616821
	Iteration 31Q: 3 clusters Score -1.887625e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177687 members 
Mstep: Class 2 contains 208440 members 
Entering Unmasked Estep 
Score: -18876412.000000 Penalty: 1170.616821
	Iteration 32Q: 3 clusters Score -1.887641e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177697 members 
Mstep: Class 2 contains 208430 members 
Entering Unmasked Estep 
Score: -18876534.000000 Penalty: 1170.616821
	Iteration 33Q: 3 clusters Score -1.887653e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177739 members 
Mstep: Class 2 contains 208388 members 
Entering Unmasked Estep 
Score: -18876784.000000 Penalty: 1170.616821
	Iteration 34Q: 3 clusters Score -1.887678e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177788 members 
Mstep: Class 2 contains 208339 members 
Entering Unmasked Estep 
Score: -18876988.000000 Penalty: 1170.616821
	Iteration 35Q: 3 clusters Score -1.887699e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177815 members 
Mstep: Class 2 contains 208312 members 
Entering Unmasked Estep 
Score: -18877146.000000 Penalty: 1170.616821
	Iteration 36Q: 3 clusters Score -1.887715e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177842 members 
Mstep: Class 2 contains 208285 members 
Entering Unmasked Estep 
Score: -18877280.000000 Penalty: 1170.616821
	Iteration 37Q: 3 clusters Score -1.887728e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177819 members 
Mstep: Class 2 contains 208308 members 
Entering Unmasked Estep 
Score: -18877316.000000 Penalty: 1170.616821
	Iteration 38Q: 3 clusters Score -1.887732e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177811 members 
Mstep: Class 2 contains 208316 members 
Entering Unmasked Estep 
Score: -18877534.000000 Penalty: 1170.616821
	Iteration 39Q: 3 clusters Score -1.887753e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177869 members 
Mstep: Class 2 contains 208258 members 
Entering Unmasked Estep 
Score: -18877658.000000 Penalty: 1170.616821
	Iteration 40F: 3 clusters Score -1.887766e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Mstep: Class 2 contains 208234 members 
Entering Unmasked Estep 
Score: -18877746.000000 Penalty: 1170.616821
	Iteration 41Q: 3 clusters Score -1.887775e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177902 members 
Mstep: Class 2 contains 208225 members 
Entering Unmasked Estep 
Score: -18877924.000000 Penalty: 1170.616821
	Iteration 42Q: 3 clusters Score -1.887792e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177879 members 
Mstep: Class 2 contains 208248 members 
Entering Unmasked Estep 
Score: -18877982.000000 Penalty: 1170.616821
	Iteration 43Q: 3 clusters Score -1.887798e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177832 members 
Mstep: Class 2 contains 208295 members 
Entering Unmasked Estep 
Score: -18878040.000000 Penalty: 1170.616821
	Iteration 44Q: 3 clusters Score -1.887804e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177747 members 
Mstep: Class 2 contains 208380 members 
Entering Unmasked Estep 
Score: -18878114.000000 Penalty: 1170.616821
	Iteration 45Q: 3 clusters Score -1.887811e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177648 members 
Mstep: Class 2 contains 208479 members 
Entering Unmasked Estep 
Score: -18878236.000000 Penalty: 1170.616821
	Iteration 46Q: 3 clusters Score -1.887824e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177576 members 
Mstep: Class 2 contains 208551 members 
Entering Unmasked Estep 
Score: -18878266.000000 Penalty: 1170.616821
	Iteration 47Q: 3 clusters Score -1.887827e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177523 members 
Mstep: Class 2 contains 208604 members 
Entering Unmasked Estep 
Score: -18878326.000000 Penalty: 1170.616821
	Iteration 48Q: 3 clusters Score -1.887833e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177471 members 
Mstep: Class 2 contains 208656 members 
Entering Unmasked Estep 
Score: -18878438.000000 Penalty: 1170.616821
	Iteration 49Q: 3 clusters Score -1.887844e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177465 members 
Mstep: Class 2 contains 208662 members 
Entering Unmasked Estep 
Score: -18878494.000000 Penalty: 1170.616821
	Iteration 50Q: 3 clusters Score -1.887849e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177461 members 
Mstep: Class 2 contains 208666 members 
Entering Unmasked Estep 
Score: -18878594.000000 Penalty: 1170.616821
	Iteration 51Q: 3 clusters Score -1.887859e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177444 members 
Mstep: Class 2 contains 208683 members 
Entering Unmasked Estep 
Score: -18878622.000000 Penalty: 1170.616821
	Iteration 52Q: 3 clusters Score -1.887862e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177410 members 
Mstep: Class 2 contains 208717 members 
Entering Unmasked Estep 
Score: -18878658.000000 Penalty: 1170.616821
	Iteration 53Q: 3 clusters Score -1.887866e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177370 members 
Mstep: Class 2 contains 208757 members 
Entering Unmasked Estep 
Score: -18878742.000000 Penalty: 1170.616821
	Iteration 54Q: 3 clusters Score -1.887874e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177317 members 
Mstep: Class 2 contains 208810 members 
Entering Unmasked Estep 
Score: -18878772.000000 Penalty: 1170.616821
	Iteration 55Q: 3 clusters Score -1.887877e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177230 members 
Mstep: Class 2 contains 208897 members 
Entering Unmasked Estep 
Score: -18878826.000000 Penalty: 1170.616821
	Iteration 56Q: 3 clusters Score -1.887883e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177165 members 
Mstep: Class 2 contains 208962 members 
Entering Unmasked Estep 
Score: -18878846.000000 Penalty: 1170.616821
	Iteration 57Q: 3 clusters Score -1.887885e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177141 members 
Mstep: Class 2 contains 208986 members 
Entering Unmasked Estep 
Score: -18878908.000000 Penalty: 1170.616821
	Iteration 58Q: 3 clusters Score -1.887891e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177109 members 
Mstep: Class 2 contains 209018 members 
Entering Unmasked Estep 
Score: -18878970.000000 Penalty: 1170.616821
	Iteration 59Q: 3 clusters Score -1.887897e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177084 members 
Mstep: Class 2 contains 209043 members 
Entering Unmasked Estep 
Score: -18878958.000000 Penalty: 1170.616821
	Iteration 60F: 3 clusters Score -1.887896e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177093 members 
Mstep: Class 2 contains 209034 members 
Entering Unmasked Estep 
Score: -18879064.000000 Penalty: 1170.616821
	Iteration 61Q: 3 clusters Score -1.887906e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177071 members 
Mstep: Class 2 contains 209056 members 
Entering Unmasked Estep 
Score: -18879080.000000 Penalty: 1170.616821
	Iteration 62Q: 3 clusters Score -1.887908e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177075 members 
Mstep: Class 2 contains 209052 members 
Entering Unmasked Estep 
Score: -18879132.000000 Penalty: 1170.616821
	Iteration 63Q: 3 clusters Score -1.887913e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177082 members 
Mstep: Class 2 contains 209045 members 
Entering Unmasked Estep 
Score: -18879200.000000 Penalty: 1170.616821
	Iteration 64Q: 3 clusters Score -1.88792e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177087 members 
Mstep: Class 2 contains 209040 members 
Entering Unmasked Estep 
Score: -18879236.000000 Penalty: 1170.616821
	Iteration 65Q: 3 clusters Score -1.887924e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177044 members 
Mstep: Class 2 contains 209083 members 
Entering Unmasked Estep 
Score: -18879256.000000 Penalty: 1170.616821
	Iteration 66Q: 3 clusters Score -1.887926e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177025 members 
Mstep: Class 2 contains 209102 members 
Entering Unmasked Estep 
Score: -18879270.000000 Penalty: 1170.616821
	Iteration 67Q: 3 clusters Score -1.887927e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177007 members 
Mstep: Class 2 contains 209120 members 
Entering Unmasked Estep 
Score: -18879290.000000 Penalty: 1170.616821
	Iteration 68Q: 3 clusters Score -1.887929e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176967 members 
Mstep: Class 2 contains 209160 members 
Entering Unmasked Estep 
Score: -18879318.000000 Penalty: 1170.616821
	Iteration 69Q: 3 clusters Score -1.887932e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176943 members 
Mstep: Class 2 contains 209184 members 
Entering Unmasked Estep 
Score: -18879322.000000 Penalty: 1170.616821
	Iteration 70Q: 3 clusters Score -1.887932e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176945 members 
Mstep: Class 2 contains 209182 members 
Entering Unmasked Estep 
Score: -18879278.000000 Penalty: 1170.616821
	Iteration 71Q: 3 clusters Score -1.887928e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176944 members 
Mstep: Class 2 contains 209183 members 
Entering Unmasked Estep 
Score: -18879280.000000 Penalty: 1170.616821
	Iteration 72Q: 3 clusters Score -1.887928e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176927 members 
Mstep: Class 2 contains 209200 members 
Entering Unmasked Estep 
Score: -18879288.000000 Penalty: 1170.616821
	Iteration 73Q: 3 clusters Score -1.887929e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176925 members 
Mstep: Class 2 contains 209202 members 
Entering Unmasked Estep 
Score: -18879316.000000 Penalty: 1170.616821
	Iteration 74Q: 3 clusters Score -1.887932e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176912 members 
Mstep: Class 2 contains 209215 members 
Entering Unmasked Estep 
Score: -18879336.000000 Penalty: 1170.616821
	Iteration 75Q: 3 clusters Score -1.887934e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176887 members 
Mstep: Class 2 contains 209240 members 
Entering Unmasked Estep 
Score: -18879282.000000 Penalty: 1170.616821
	Iteration 76Q: 3 clusters Score -1.887928e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176893 members 
Mstep: Class 2 contains 209234 members 
Entering Unmasked Estep 
Score: -18879284.000000 Penalty: 1170.616821
	Iteration 77Q: 3 clusters Score -1.887928e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176888 members 
Mstep: Class 2 contains 209239 members 
Entering Unmasked Estep 
Score: -18879296.000000 Penalty: 1170.616821
	Iteration 78Q: 3 clusters Score -1.88793e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176872 members 
Mstep: Class 2 contains 209255 members 
Entering Unmasked Estep 
Score: -18879350.000000 Penalty: 1170.616821
	Iteration 79Q: 3 clusters Score -1.887935e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176858 members 
Mstep: Class 2 contains 209269 members 
Entering Unmasked Estep 
Score: -18879382.000000 Penalty: 1170.616821
	Iteration 80F: 3 clusters Score -1.887938e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176836 members 
Mstep: Class 2 contains 209291 members 
Entering Unmasked Estep 
Score: -18879358.000000 Penalty: 1170.616821
	Iteration 81Q: 3 clusters Score -1.887936e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176783 members 
Mstep: Class 2 contains 209344 members 
Entering Unmasked Estep 
Score: -18879350.000000 Penalty: 1170.616821
	Iteration 82Q: 3 clusters Score -1.887935e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176726 members 
Mstep: Class 2 contains 209401 members 
Entering Unmasked Estep 
Score: -18879352.000000 Penalty: 1170.616821
	Iteration 83Q: 3 clusters Score -1.887935e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176678 members 
Mstep: Class 2 contains 209449 members 
Entering Unmasked Estep 
Score: -18879384.000000 Penalty: 1170.616821
	Iteration 84Q: 3 clusters Score -1.887938e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176647 members 
Mstep: Class 2 contains 209480 members 
Entering Unmasked Estep 
Score: -18879396.000000 Penalty: 1170.616821
	Iteration 85Q: 3 clusters Score -1.88794e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176623 members 
Mstep: Class 2 contains 209504 members 
Entering Unmasked Estep 
Score: -18879390.000000 Penalty: 1170.616821
	Iteration 86Q: 3 clusters Score -1.887939e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176600 members 
Mstep: Class 2 contains 209527 members 
Entering Unmasked Estep 
Score: -18879326.000000 Penalty: 1170.616821
	Iteration 87Q: 3 clusters Score -1.887933e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176591 members 
Mstep: Class 2 contains 209536 members 
Entering Unmasked Estep 
Score: -18879376.000000 Penalty: 1170.616821
	Iteration 88Q: 3 clusters Score -1.887938e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176579 members 
Mstep: Class 2 contains 209548 members 
Entering Unmasked Estep 
Score: -18879320.000000 Penalty: 1170.616821
	Iteration 89Q: 3 clusters Score -1.887932e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 209535 members 
Entering Unmasked Estep 
Score: -18879312.000000 Penalty: 1170.616821
	Iteration 90Q: 3 clusters Score -1.887931e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176595 members 
Mstep: Class 2 contains 209532 members 
Entering Unmasked Estep 
Score: -18879342.000000 Penalty: 1170.616821
	Iteration 91Q: 3 clusters Score -1.887934e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176579 members 
Mstep: Class 2 contains 209548 members 
Entering Unmasked Estep 
Score: -18879378.000000 Penalty: 1170.616821
	Iteration 92Q: 3 clusters Score -1.887938e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176597 members 
Mstep: Class 2 contains 209530 members 
Entering Unmasked Estep 
Score: -18879402.000000 Penalty: 1170.616821
	Iteration 93Q: 3 clusters Score -1.88794e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176606 members 
Mstep: Class 2 contains 209521 members 
Entering Unmasked Estep 
Score: -18879384.000000 Penalty: 1170.616821
	Iteration 94Q: 3 clusters Score -1.887938e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176634 members 
Mstep: Class 2 contains 209493 members 
Entering Unmasked Estep 
Score: -18879428.000000 Penalty: 1170.616821
	Iteration 95Q: 3 clusters Score -1.887943e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176661 members 
Mstep: Class 2 contains 209466 members 
Entering Unmasked Estep 
Score: -18879412.000000 Penalty: 1170.616821
	Iteration 96Q: 3 clusters Score -1.887941e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176657 members 
Mstep: Class 2 contains 209470 members 
Entering Unmasked Estep 
Score: -18879388.000000 Penalty: 1170.616821
	Iteration 97Q: 3 clusters Score -1.887939e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176662 members 
Mstep: Class 2 contains 209465 members 
Entering Unmasked Estep 
Score: -18879362.000000 Penalty: 1170.616821
	Iteration 98Q: 3 clusters Score -1.887936e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176686 members 
Mstep: Class 2 contains 209441 members 
Entering Unmasked Estep 
Score: -18879422.000000 Penalty: 1170.616821
	Iteration 99Q: 3 clusters Score -1.887942e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176697 members 
Mstep: Class 2 contains 209430 members 
Entering Unmasked Estep 
Score: -18879452.000000 Penalty: 1170.616821
	Iteration 100F: 3 clusters Score -1.887945e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176711 members 
Mstep: Class 2 contains 209416 members 
Entering Unmasked Estep 
Score: -18879516.000000 Penalty: 1170.616821
	Iteration 101Q: 3 clusters Score -1.887952e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176729 members 
Mstep: Class 2 contains 209398 members 
Entering Unmasked Estep 
Score: -18879598.000000 Penalty: 1170.616821
	Iteration 102Q: 3 clusters Score -1.88796e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176746 members 
Mstep: Class 2 contains 209381 members 
Entering Unmasked Estep 
Score: -18879636.000000 Penalty: 1170.616821
	Iteration 103Q: 3 clusters Score -1.887964e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176747 members 
Mstep: Class 2 contains 209380 members 
Entering Unmasked Estep 
Score: -18879668.000000 Penalty: 1170.616821
	Iteration 104Q: 3 clusters Score -1.887967e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176740 members 
Mstep: Class 2 contains 209387 members 
Entering Unmasked Estep 
Score: -18879674.000000 Penalty: 1170.616821
	Iteration 105Q: 3 clusters Score -1.887967e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176730 members 
Mstep: Class 2 contains 209397 members 
Entering Unmasked Estep 
Score: -18879698.000000 Penalty: 1170.616821
	Iteration 106Q: 3 clusters Score -1.88797e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176709 members 
Mstep: Class 2 contains 209418 members 
Entering Unmasked Estep 
Score: -18879710.000000 Penalty: 1170.616821
	Iteration 107Q: 3 clusters Score -1.887971e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176680 members 
Mstep: Class 2 contains 209447 members 
Entering Unmasked Estep 
Score: -18879698.000000 Penalty: 1170.616821
	Iteration 108Q: 3 clusters Score -1.88797e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176679 members 
Mstep: Class 2 contains 209448 members 
Entering Unmasked Estep 
Score: -18879666.000000 Penalty: 1170.616821
	Iteration 109Q: 3 clusters Score -1.887967e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176676 members 
Mstep: Class 2 contains 209451 members 
Entering Unmasked Estep 
Score: -18879722.000000 Penalty: 1170.616821
	Iteration 110Q: 3 clusters Score -1.887972e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176662 members 
Mstep: Class 2 contains 209465 members 
Entering Unmasked Estep 
Score: -18879742.000000 Penalty: 1170.616821
	Iteration 111Q: 3 clusters Score -1.887974e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176655 members 
Mstep: Class 2 contains 209472 members 
Entering Unmasked Estep 
Score: -18879746.000000 Penalty: 1170.616821
	Iteration 112Q: 3 clusters Score -1.887975e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176660 members 
Mstep: Class 2 contains 209467 members 
Entering Unmasked Estep 
Score: -18879732.000000 Penalty: 1170.616821
	Iteration 113Q: 3 clusters Score -1.887973e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176669 members 
Mstep: Class 2 contains 209458 members 
Entering Unmasked Estep 
Score: -18879726.000000 Penalty: 1170.616821
	Iteration 114Q: 3 clusters Score -1.887973e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176683 members 
Mstep: Class 2 contains 209444 members 
Entering Unmasked Estep 
Score: -18879722.000000 Penalty: 1170.616821
	Iteration 115Q: 3 clusters Score -1.887972e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176686 members 
Mstep: Class 2 contains 209441 members 
Entering Unmasked Estep 
Score: -18879748.000000 Penalty: 1170.616821
	Iteration 116Q: 3 clusters Score -1.887975e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176686 members 
Mstep: Class 2 contains 209441 members 
Entering Unmasked Estep 
Score: -18879766.000000 Penalty: 1170.616821
	Iteration 117Q: 3 clusters Score -1.887977e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176693 members 
Mstep: Class 2 contains 209434 members 
Entering Unmasked Estep 
Score: -18879772.000000 Penalty: 1170.616821
	Iteration 118Q: 3 clusters Score -1.887977e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176690 members 
Mstep: Class 2 contains 209437 members 
Entering Unmasked Estep 
Score: -18879762.000000 Penalty: 1170.616821
	Iteration 119Q: 3 clusters Score -1.887976e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 209432 members 
Entering Unmasked Estep 
Score: -18879772.000000 Penalty: 1170.616821
	Iteration 120F: 3 clusters Score -1.887977e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 209432 members 
Entering Unmasked Estep 
Score: -18879798.000000 Penalty: 1170.616821
	Iteration 121Q: 3 clusters Score -1.88798e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 209432 members 
Entering Unmasked Estep 
Score: -18879810.000000 Penalty: 1170.616821
	Iteration 122Q: 3 clusters Score -1.887981e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176697 members 
Mstep: Class 2 contains 209430 members 
Entering Unmasked Estep 
Score: -18879842.000000 Penalty: 1170.616821
	Iteration 123Q: 3 clusters Score -1.887984e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176712 members 
Mstep: Class 2 contains 209415 members 
Entering Unmasked Estep 
Score: -18879888.000000 Penalty: 1170.616821
	Iteration 124Q: 3 clusters Score -1.887989e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176736 members 
Mstep: Class 2 contains 209391 members 
Entering Unmasked Estep 
Score: -18879904.000000 Penalty: 1170.616821
	Iteration 125Q: 3 clusters Score -1.88799e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176736 members 
Mstep: Class 2 contains 209391 members 
Entering Unmasked Estep 
Score: -18879904.000000 Penalty: 1170.616821
	Iteration 126Q: 3 clusters Score -1.88799e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176729 members 
Mstep: Class 2 contains 209398 members 
Entering Unmasked Estep 
Score: -18879928.000000 Penalty: 1170.616821
	Iteration 127Q: 3 clusters Score -1.887993e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176727 members 
Mstep: Class 2 contains 209400 members 
Entering Unmasked Estep 
Score: -18879966.000000 Penalty: 1170.616821
	Iteration 128Q: 3 clusters Score -1.887997e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176733 members 
Mstep: Class 2 contains 209394 members 
Entering Unmasked Estep 
Score: -18880020.000000 Penalty: 1170.616821
	Iteration 129Q: 3 clusters Score -1.888002e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176737 members 
Mstep: Class 2 contains 209390 members 
Entering Unmasked Estep 
Score: -18880074.000000 Penalty: 1170.616821
	Iteration 130Q: 3 clusters Score -1.888007e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176741 members 
Mstep: Class 2 contains 209386 members 
Entering Unmasked Estep 
Score: -18880100.000000 Penalty: 1170.616821
	Iteration 131Q: 3 clusters Score -1.88801e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176739 members 
Mstep: Class 2 contains 209388 members 
Entering Unmasked Estep 
Score: -18880130.000000 Penalty: 1170.616821
	Iteration 132Q: 3 clusters Score -1.888013e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176724 members 
Mstep: Class 2 contains 209403 members 
Entering Unmasked Estep 
Score: -18880152.000000 Penalty: 1170.616821
	Iteration 133Q: 3 clusters Score -1.888015e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176712 members 
Mstep: Class 2 contains 209415 members 
Entering Unmasked Estep 
Score: -18880172.000000 Penalty: 1170.616821
	Iteration 134Q: 3 clusters Score -1.888017e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176710 members 
Mstep: Class 2 contains 209417 members 
Entering Unmasked Estep 
Score: -18880182.000000 Penalty: 1170.616821
	Iteration 135Q: 3 clusters Score -1.888018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176709 members 
Mstep: Class 2 contains 209418 members 
Entering Unmasked Estep 
Score: -18880174.000000 Penalty: 1170.616821
	Iteration 136Q: 3 clusters Score -1.888017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176715 members 
Mstep: Class 2 contains 209412 members 
Entering Unmasked Estep 
Score: -18880190.000000 Penalty: 1170.616821
	Iteration 137Q: 3 clusters Score -1.888019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176718 members 
Mstep: Class 2 contains 209409 members 
Entering Unmasked Estep 
Score: -18880214.000000 Penalty: 1170.616821
	Iteration 138Q: 3 clusters Score -1.888021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176714 members 
Mstep: Class 2 contains 209413 members 
Entering Unmasked Estep 
Score: -18880216.000000 Penalty: 1170.616821
	Iteration 139Q: 3 clusters Score -1.888022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176711 members 
Mstep: Class 2 contains 209416 members 
Entering Unmasked Estep 
Score: -18880220.000000 Penalty: 1170.616821
	Iteration 140F: 3 clusters Score -1.888022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176709 members 
Mstep: Class 2 contains 209418 members 
Entering Unmasked Estep 
Score: -18880210.000000 Penalty: 1170.616821
	Iteration 141Q: 3 clusters Score -1.888021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176708 members 
Mstep: Class 2 contains 209419 members 
Entering Unmasked Estep 
Score: -18880206.000000 Penalty: 1170.616821
	Iteration 142Q: 3 clusters Score -1.888021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176707 members 
Mstep: Class 2 contains 209420 members 
Entering Unmasked Estep 
Score: -18880210.000000 Penalty: 1170.616821
	Iteration 143Q: 3 clusters Score -1.888021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176708 members 
Mstep: Class 2 contains 209419 members 
Entering Unmasked Estep 
Score: -18880214.000000 Penalty: 1170.616821
	Iteration 144Q: 3 clusters Score -1.888021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176708 members 
Mstep: Class 2 contains 209419 members 
Entering Unmasked Estep 
Score: -18880212.000000 Penalty: 1170.616821
	Iteration 145Q: 3 clusters Score -1.888021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176707 members 
Mstep: Class 2 contains 209420 members 
Entering Unmasked Estep 
Score: -18880218.000000 Penalty: 1170.616821
	Iteration 146Q: 3 clusters Score -1.888022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176705 members 
Mstep: Class 2 contains 209422 members 
Entering Unmasked Estep 
Score: -18880228.000000 Penalty: 1170.616821
	Iteration 147Q: 3 clusters Score -1.888023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176706 members 
Mstep: Class 2 contains 209421 members 
Entering Unmasked Estep 
Score: -18880222.000000 Penalty: 1170.616821
	Iteration 148Q: 3 clusters Score -1.888022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176707 members 
Mstep: Class 2 contains 209420 members 
Entering Unmasked Estep 
Score: -18880228.000000 Penalty: 1170.616821
	Iteration 149Q: 3 clusters Score -1.888023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176707 members 
Mstep: Class 2 contains 209420 members 
Entering Unmasked Estep 
Score: -18880228.000000 Penalty: 1170.616821
	Iteration 150F: 3 clusters Score -1.888023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 147942 members 
Mstep: Class 7 contains 222075 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 38562 members 
Mstep: Class 11 contains 127420 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 18490 members 
Mstep: Class 14 contains 294433 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 209420 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 7417 members 
Entering Unmasked Estep 
Score: -90345280.000000 Penalty: 12527.755859
Splitting cluster 4 changes total score from -90259848.000000 to -90345280.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 6 (147942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147942 members 
Entering Unmasked Estep 
Score: -7039931.500000 Penalty: 541.658203
	Iteration 0F: 2 clusters Score -7039932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -6940627.000000 Penalty: 1083.316406
	Iteration 0F: 3 clusters Score -6940627 nChanged 72632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -6987525.500000 Penalty: 1083.316406
	Iteration 1F: 3 clusters Score -6987526 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -6992530.500000 Penalty: 1083.316406
	Iteration 2F: 3 clusters Score -6992530 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 100287 members 
Entering Unmasked Estep 
Score: -7000774.500000 Penalty: 1083.316406
	Iteration 3F: 3 clusters Score -7000774 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 109215 members 
Entering Unmasked Estep 
Score: -7011985.500000 Penalty: 1083.316406
	Iteration 4F: 3 clusters Score -7011986 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
Score: -7021792.500000 Penalty: 1083.316406
	Iteration 5F: 3 clusters Score -7021792 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -7028514.500000 Penalty: 1083.316406
	Iteration 6F: 3 clusters Score -7028514 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 125764 members 
Entering Unmasked Estep 
Score: -7032807.500000 Penalty: 1083.316406
	Iteration 7Q: 3 clusters Score -7032808 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 128175 members 
Entering Unmasked Estep 
Score: -7035901.000000 Penalty: 1083.316406
	Iteration 8Q: 3 clusters Score -7035901 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -7037961.000000 Penalty: 1083.316406
	Iteration 9Q: 3 clusters Score -7037961 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -7039157.500000 Penalty: 1083.316406
	Iteration 10Q: 3 clusters Score -7039158 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 131922 members 
Entering Unmasked Estep 
Score: -7039794.500000 Penalty: 1083.316406
	Iteration 11Q: 3 clusters Score -7039794 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 132623 members 
Entering Unmasked Estep 
Score: -7040117.000000 Penalty: 1083.316406
	Iteration 12Q: 3 clusters Score -7040117 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 133229 members 
Entering Unmasked Estep 
Score: -7040299.000000 Penalty: 1083.316406
	Iteration 13Q: 3 clusters Score -7040299 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 133791 members 
Entering Unmasked Estep 
Score: -7040408.000000 Penalty: 1083.316406
	Iteration 14Q: 3 clusters Score -7040408 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 134273 members 
Entering Unmasked Estep 
Score: -7040455.000000 Penalty: 1083.316406
	Iteration 15Q: 3 clusters Score -7040455 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 134723 members 
Entering Unmasked Estep 
Score: -7040511.500000 Penalty: 1083.316406
	Iteration 16Q: 3 clusters Score -7040512 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 135143 members 
Entering Unmasked Estep 
Score: -7040548.000000 Penalty: 1083.316406
	Iteration 17Q: 3 clusters Score -7040548 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 135535 members 
Entering Unmasked Estep 
Score: -7040563.000000 Penalty: 1083.316406
	Iteration 18Q: 3 clusters Score -7040563 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 135917 members 
Entering Unmasked Estep 
Score: -7040560.500000 Penalty: 1083.316406
	Iteration 19Q: 3 clusters Score -7040560 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 136308 members 
Entering Unmasked Estep 
Score: -7040560.500000 Penalty: 1083.316406
	Iteration 20F: 3 clusters Score -7040560 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 136676 members 
Entering Unmasked Estep 
Score: -7040594.000000 Penalty: 1083.316406
	Iteration 21Q: 3 clusters Score -7040594 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 137048 members 
Entering Unmasked Estep 
Score: -7040606.500000 Penalty: 1083.316406
	Iteration 22Q: 3 clusters Score -7040606 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 137403 members 
Entering Unmasked Estep 
Score: -7040638.000000 Penalty: 1083.316406
	Iteration 23Q: 3 clusters Score -7040638 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 137696 members 
Entering Unmasked Estep 
Score: -7040619.000000 Penalty: 1083.316406
	Iteration 24Q: 3 clusters Score -7040619 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 137999 members 
Entering Unmasked Estep 
Score: -7040617.000000 Penalty: 1083.316406
	Iteration 25Q: 3 clusters Score -7040617 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -7040605.500000 Penalty: 1083.316406
	Iteration 26Q: 3 clusters Score -7040606 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 138536 members 
Entering Unmasked Estep 
Score: -7040581.000000 Penalty: 1083.316406
	Iteration 27Q: 3 clusters Score -7040581 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 138801 members 
Entering Unmasked Estep 
Score: -7040566.000000 Penalty: 1083.316406
	Iteration 28Q: 3 clusters Score -7040566 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 139026 members 
Entering Unmasked Estep 
Score: -7040598.500000 Penalty: 1083.316406
	Iteration 29Q: 3 clusters Score -7040598 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -7040604.000000 Penalty: 1083.316406
	Iteration 30Q: 3 clusters Score -7040604 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 139416 members 
Entering Unmasked Estep 
Score: -7040588.500000 Penalty: 1083.316406
	Iteration 31Q: 3 clusters Score -7040588 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 139603 members 
Entering Unmasked Estep 
Score: -7040600.000000 Penalty: 1083.316406
	Iteration 32Q: 3 clusters Score -7040600 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 139769 members 
Entering Unmasked Estep 
Score: -7040609.500000 Penalty: 1083.316406
	Iteration 33Q: 3 clusters Score -7040610 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 139924 members 
Entering Unmasked Estep 
Score: -7040592.500000 Penalty: 1083.316406
	Iteration 34Q: 3 clusters Score -7040592 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 140094 members 
Entering Unmasked Estep 
Score: -7040572.000000 Penalty: 1083.316406
	Iteration 35Q: 3 clusters Score -7040572 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 140254 members 
Entering Unmasked Estep 
Score: -7040588.000000 Penalty: 1083.316406
	Iteration 36Q: 3 clusters Score -7040588 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 140397 members 
Entering Unmasked Estep 
Score: -7040571.000000 Penalty: 1083.316406
	Iteration 37Q: 3 clusters Score -7040571 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 140528 members 
Entering Unmasked Estep 
Score: -7040555.500000 Penalty: 1083.316406
	Iteration 38Q: 3 clusters Score -7040556 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 140641 members 
Entering Unmasked Estep 
Score: -7040545.500000 Penalty: 1083.316406
	Iteration 39Q: 3 clusters Score -7040546 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 140741 members 
Entering Unmasked Estep 
Score: -7040533.500000 Penalty: 1083.316406
	Iteration 40F: 3 clusters Score -7040534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 140831 members 
Entering Unmasked Estep 
Score: -7040524.500000 Penalty: 1083.316406
	Iteration 41Q: 3 clusters Score -7040524 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -7040519.000000 Penalty: 1083.316406
	Iteration 42Q: 3 clusters Score -7040519 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 141026 members 
Entering Unmasked Estep 
Score: -7040517.500000 Penalty: 1083.316406
	Iteration 43Q: 3 clusters Score -7040518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
Score: -7040512.000000 Penalty: 1083.316406
	Iteration 44Q: 3 clusters Score -7040512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 141207 members 
Entering Unmasked Estep 
Score: -7040506.000000 Penalty: 1083.316406
	Iteration 45Q: 3 clusters Score -7040506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 141291 members 
Entering Unmasked Estep 
Score: -7040489.500000 Penalty: 1083.316406
	Iteration 46Q: 3 clusters Score -7040490 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 141375 members 
Entering Unmasked Estep 
Score: -7040484.000000 Penalty: 1083.316406
	Iteration 47Q: 3 clusters Score -7040484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 141459 members 
Entering Unmasked Estep 
Score: -7040468.000000 Penalty: 1083.316406
	Iteration 48Q: 3 clusters Score -7040468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 141545 members 
Entering Unmasked Estep 
Score: -7040473.000000 Penalty: 1083.316406
	Iteration 49Q: 3 clusters Score -7040473 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 141638 members 
Entering Unmasked Estep 
Score: -7040480.500000 Penalty: 1083.316406
	Iteration 50Q: 3 clusters Score -7040480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 141726 members 
Entering Unmasked Estep 
Score: -7040473.500000 Penalty: 1083.316406
	Iteration 51Q: 3 clusters Score -7040474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 141815 members 
Entering Unmasked Estep 
Score: -7040449.000000 Penalty: 1083.316406
	Iteration 52Q: 3 clusters Score -7040449 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 141900 members 
Entering Unmasked Estep 
Score: -7040450.000000 Penalty: 1083.316406
	Iteration 53Q: 3 clusters Score -7040450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 141985 members 
Entering Unmasked Estep 
Score: -7040425.500000 Penalty: 1083.316406
	Iteration 54Q: 3 clusters Score -7040426 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 142061 members 
Entering Unmasked Estep 
Score: -7040437.000000 Penalty: 1083.316406
	Iteration 55Q: 3 clusters Score -7040437 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 142124 members 
Entering Unmasked Estep 
Score: -7040436.500000 Penalty: 1083.316406
	Iteration 56Q: 3 clusters Score -7040436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 142181 members 
Entering Unmasked Estep 
Score: -7040442.500000 Penalty: 1083.316406
	Iteration 57Q: 3 clusters Score -7040442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 142244 members 
Entering Unmasked Estep 
Score: -7040442.000000 Penalty: 1083.316406
	Iteration 58Q: 3 clusters Score -7040442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 142306 members 
Entering Unmasked Estep 
Score: -7040443.000000 Penalty: 1083.316406
	Iteration 59Q: 3 clusters Score -7040443 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 142375 members 
Entering Unmasked Estep 
Score: -7040450.000000 Penalty: 1083.316406
	Iteration 60F: 3 clusters Score -7040450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 142449 members 
Entering Unmasked Estep 
Score: -7040446.000000 Penalty: 1083.316406
	Iteration 61Q: 3 clusters Score -7040446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 142512 members 
Entering Unmasked Estep 
Score: -7040443.500000 Penalty: 1083.316406
	Iteration 62Q: 3 clusters Score -7040444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 142574 members 
Entering Unmasked Estep 
Score: -7040454.000000 Penalty: 1083.316406
	Iteration 63Q: 3 clusters Score -7040454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 142637 members 
Entering Unmasked Estep 
Score: -7040444.000000 Penalty: 1083.316406
	Iteration 64Q: 3 clusters Score -7040444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 142693 members 
Entering Unmasked Estep 
Score: -7040429.500000 Penalty: 1083.316406
	Iteration 65Q: 3 clusters Score -7040430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 142740 members 
Entering Unmasked Estep 
Score: -7040427.000000 Penalty: 1083.316406
	Iteration 66Q: 3 clusters Score -7040427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 142788 members 
Entering Unmasked Estep 
Score: -7040432.000000 Penalty: 1083.316406
	Iteration 67Q: 3 clusters Score -7040432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 142830 members 
Entering Unmasked Estep 
Score: -7040431.500000 Penalty: 1083.316406
	Iteration 68Q: 3 clusters Score -7040432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 142858 members 
Entering Unmasked Estep 
Score: -7040435.000000 Penalty: 1083.316406
	Iteration 69Q: 3 clusters Score -7040435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 142880 members 
Entering Unmasked Estep 
Score: -7040430.000000 Penalty: 1083.316406
	Iteration 70Q: 3 clusters Score -7040430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 142905 members 
Entering Unmasked Estep 
Score: -7040433.500000 Penalty: 1083.316406
	Iteration 71Q: 3 clusters Score -7040434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 142938 members 
Entering Unmasked Estep 
Score: -7040444.000000 Penalty: 1083.316406
	Iteration 72Q: 3 clusters Score -7040444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 142979 members 
Entering Unmasked Estep 
Score: -7040439.000000 Penalty: 1083.316406
	Iteration 73Q: 3 clusters Score -7040439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 143012 members 
Entering Unmasked Estep 
Score: -7040432.000000 Penalty: 1083.316406
	Iteration 74Q: 3 clusters Score -7040432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 143046 members 
Entering Unmasked Estep 
Score: -7040419.500000 Penalty: 1083.316406
	Iteration 75Q: 3 clusters Score -7040420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 143080 members 
Entering Unmasked Estep 
Score: -7040413.500000 Penalty: 1083.316406
	Iteration 76Q: 3 clusters Score -7040414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 143117 members 
Entering Unmasked Estep 
Score: -7040416.000000 Penalty: 1083.316406
	Iteration 77Q: 3 clusters Score -7040416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 143149 members 
Entering Unmasked Estep 
Score: -7040401.500000 Penalty: 1083.316406
	Iteration 78Q: 3 clusters Score -7040402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 143188 members 
Entering Unmasked Estep 
Score: -7040390.500000 Penalty: 1083.316406
	Iteration 79Q: 3 clusters Score -7040390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 143224 members 
Entering Unmasked Estep 
Score: -7040384.500000 Penalty: 1083.316406
	Iteration 80F: 3 clusters Score -7040384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 143256 members 
Entering Unmasked Estep 
Score: -7040389.000000 Penalty: 1083.316406
	Iteration 81Q: 3 clusters Score -7040389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 143287 members 
Entering Unmasked Estep 
Score: -7040374.500000 Penalty: 1083.316406
	Iteration 82Q: 3 clusters Score -7040374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 143323 members 
Entering Unmasked Estep 
Score: -7040376.500000 Penalty: 1083.316406
	Iteration 83Q: 3 clusters Score -7040376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 143350 members 
Entering Unmasked Estep 
Score: -7040370.500000 Penalty: 1083.316406
	Iteration 84Q: 3 clusters Score -7040370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 143369 members 
Entering Unmasked Estep 
Score: -7040366.000000 Penalty: 1083.316406
	Iteration 85Q: 3 clusters Score -7040366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 143382 members 
Entering Unmasked Estep 
Score: -7040362.500000 Penalty: 1083.316406
	Iteration 86Q: 3 clusters Score -7040362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 143401 members 
Entering Unmasked Estep 
Score: -7040365.000000 Penalty: 1083.316406
	Iteration 87Q: 3 clusters Score -7040365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 143413 members 
Entering Unmasked Estep 
Score: -7040361.000000 Penalty: 1083.316406
	Iteration 88Q: 3 clusters Score -7040361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 143426 members 
Entering Unmasked Estep 
Score: -7040362.000000 Penalty: 1083.316406
	Iteration 89Q: 3 clusters Score -7040362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 143450 members 
Entering Unmasked Estep 
Score: -7040358.500000 Penalty: 1083.316406
	Iteration 90Q: 3 clusters Score -7040358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 143471 members 
Entering Unmasked Estep 
Score: -7040354.000000 Penalty: 1083.316406
	Iteration 91Q: 3 clusters Score -7040354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 143487 members 
Entering Unmasked Estep 
Score: -7040351.500000 Penalty: 1083.316406
	Iteration 92Q: 3 clusters Score -7040352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 143502 members 
Entering Unmasked Estep 
Score: -7040346.500000 Penalty: 1083.316406
	Iteration 93Q: 3 clusters Score -7040346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 143513 members 
Entering Unmasked Estep 
Score: -7040344.000000 Penalty: 1083.316406
	Iteration 94Q: 3 clusters Score -7040344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 143524 members 
Entering Unmasked Estep 
Score: -7040340.000000 Penalty: 1083.316406
	Iteration 95Q: 3 clusters Score -7040340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 143532 members 
Entering Unmasked Estep 
Score: -7040338.000000 Penalty: 1083.316406
	Iteration 96Q: 3 clusters Score -7040338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 143538 members 
Entering Unmasked Estep 
Score: -7040333.000000 Penalty: 1083.316406
	Iteration 97Q: 3 clusters Score -7040333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 143541 members 
Entering Unmasked Estep 
Score: -7040332.000000 Penalty: 1083.316406
	Iteration 98Q: 3 clusters Score -7040332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 143545 members 
Entering Unmasked Estep 
Score: -7040330.000000 Penalty: 1083.316406
	Iteration 99Q: 3 clusters Score -7040330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 143547 members 
Entering Unmasked Estep 
Score: -7040335.000000 Penalty: 1083.316406
	Iteration 100F: 3 clusters Score -7040335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -7040333.500000 Penalty: 1083.316406
	Iteration 101Q: 3 clusters Score -7040334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -7040333.500000 Penalty: 1083.316406
	Iteration 102F: 3 clusters Score -7040334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 222075 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 38562 members 
Mstep: Class 11 contains 127420 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 18490 members 
Mstep: Class 14 contains 294433 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 209420 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 143548 members 
Entering Unmasked Estep 
Score: -90345608.000000 Penalty: 13187.111328
Splitting cluster 6 changes total score from -90259848.000000 to -90345608.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (222075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222075 members 
Entering Unmasked Estep 
Score: -10436761.000000 Penalty: 560.140015
	Iteration 0F: 2 clusters Score -1.043676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111355 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
Score: -10290192.000000 Penalty: 1120.280029
	Iteration 0F: 3 clusters Score -1.029019e+07 nChanged 109533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117216 members 
Mstep: Class 2 contains 104859 members 
Entering Unmasked Estep 
Score: -10358214.000000 Penalty: 1120.280029
	Iteration 1F: 3 clusters Score -1.035821e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120008 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -10361691.000000 Penalty: 1120.280029
	Iteration 2Q: 3 clusters Score -1.036169e+07 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124716 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -10366460.000000 Penalty: 1120.280029
	Iteration 3Q: 3 clusters Score -1.036646e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131979 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -10372391.000000 Penalty: 1120.280029
	Iteration 4F: 3 clusters Score -1.037239e+07 nChanged 12510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141913 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -10379926.000000 Penalty: 1120.280029
	Iteration 5F: 3 clusters Score -1.037993e+07 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153800 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -10388677.000000 Penalty: 1120.280029
	Iteration 6F: 3 clusters Score -1.038868e+07 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166260 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -10397713.000000 Penalty: 1120.280029
	Iteration 7F: 3 clusters Score -1.039771e+07 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178239 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -10406416.000000 Penalty: 1120.280029
	Iteration 8F: 3 clusters Score -1.040642e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188714 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -10414006.000000 Penalty: 1120.280029
	Iteration 9Q: 3 clusters Score -1.041401e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197512 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -10420390.000000 Penalty: 1120.280029
	Iteration 10Q: 3 clusters Score -1.042039e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204582 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -10426337.000000 Penalty: 1120.280029
	Iteration 11Q: 3 clusters Score -1.042634e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210561 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -10430926.000000 Penalty: 1120.280029
	Iteration 12Q: 3 clusters Score -1.043093e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215280 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -10434022.000000 Penalty: 1120.280029
	Iteration 13Q: 3 clusters Score -1.043402e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218542 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -10435504.000000 Penalty: 1120.280029
	Iteration 14Q: 3 clusters Score -1.04355e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220308 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10436184.000000 Penalty: 1120.280029
	Iteration 15Q: 3 clusters Score -1.043618e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221072 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10436494.000000 Penalty: 1120.280029
	Iteration 16Q: 3 clusters Score -1.043649e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221332 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10436688.000000 Penalty: 1120.280029
	Iteration 17Q: 3 clusters Score -1.043669e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221402 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10436830.000000 Penalty: 1120.280029
	Iteration 18Q: 3 clusters Score -1.043683e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221422 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10436945.000000 Penalty: 1120.280029
	Iteration 19Q: 3 clusters Score -1.043694e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221400 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10437008.000000 Penalty: 1120.280029
	Iteration 20F: 3 clusters Score -1.043701e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221370 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10437068.000000 Penalty: 1120.280029
	Iteration 21Q: 3 clusters Score -1.043707e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221342 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10437092.000000 Penalty: 1120.280029
	Iteration 22Q: 3 clusters Score -1.043709e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221319 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10437119.000000 Penalty: 1120.280029
	Iteration 23Q: 3 clusters Score -1.043712e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221309 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10437141.000000 Penalty: 1120.280029
	Iteration 24Q: 3 clusters Score -1.043714e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221302 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10437148.000000 Penalty: 1120.280029
	Iteration 25Q: 3 clusters Score -1.043715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221295 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10437152.000000 Penalty: 1120.280029
	Iteration 26Q: 3 clusters Score -1.043715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221291 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10437151.000000 Penalty: 1120.280029
	Iteration 27Q: 3 clusters Score -1.043715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221290 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10437162.000000 Penalty: 1120.280029
	Iteration 28Q: 3 clusters Score -1.043716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221286 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10437156.000000 Penalty: 1120.280029
	Iteration 29Q: 3 clusters Score -1.043716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221285 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10437157.000000 Penalty: 1120.280029
	Iteration 30Q: 3 clusters Score -1.043716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221280 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10437157.000000 Penalty: 1120.280029
	Iteration 31Q: 3 clusters Score -1.043716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221281 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10437165.000000 Penalty: 1120.280029
	Iteration 32Q: 3 clusters Score -1.043716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221282 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10437170.000000 Penalty: 1120.280029
	Iteration 33Q: 3 clusters Score -1.043717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221285 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10437172.000000 Penalty: 1120.280029
	Iteration 34Q: 3 clusters Score -1.043717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221284 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10437168.000000 Penalty: 1120.280029
	Iteration 35Q: 3 clusters Score -1.043717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221284 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10437168.000000 Penalty: 1120.280029
	Iteration 36F: 3 clusters Score -1.043717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 221284 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 38562 members 
Mstep: Class 11 contains 127420 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 18490 members 
Mstep: Class 14 contains 294433 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 209420 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 143548 members 
Mstep: Class 21 contains 791 members 
Entering Unmasked Estep 
Score: -90345960.000000 Penalty: 13846.466797
Splitting cluster 7 changes total score from -90259848.000000 to -90345960.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (243592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243592 members 
Entering Unmasked Estep 
Score: -11760424.000000 Penalty: 564.347839
	Iteration 0F: 2 clusters Score -1.176042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122131 members 
Mstep: Class 2 contains 121461 members 
Entering Unmasked Estep 
Score: -11616516.000000 Penalty: 1128.695679
	Iteration 0F: 3 clusters Score -1.161652e+07 nChanged 120385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136502 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -11690443.000000 Penalty: 1128.695679
	Iteration 1F: 3 clusters Score -1.169044e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 98333 members 
Entering Unmasked Estep 
Score: -11695245.000000 Penalty: 1128.695679
	Iteration 2Q: 3 clusters Score -1.169524e+07 nChanged 15130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158555 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -11704149.000000 Penalty: 1128.695679
	Iteration 3F: 3 clusters Score -1.170415e+07 nChanged 19249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176568 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -11718780.000000 Penalty: 1128.695679
	Iteration 4F: 3 clusters Score -1.171878e+07 nChanged 20810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196418 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -11736861.000000 Penalty: 1128.695679
	Iteration 5F: 3 clusters Score -1.173686e+07 nChanged 16874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212574 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -11753718.000000 Penalty: 1128.695679
	Iteration 6F: 3 clusters Score -1.175372e+07 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224924 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -11760414.000000 Penalty: 1128.695679
	Iteration 7F: 3 clusters Score -1.176041e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233414 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -11761362.000000 Penalty: 1128.695679
	Iteration 8Q: 3 clusters Score -1.176136e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238562 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -11760598.000000 Penalty: 1128.695679
	Iteration 9Q: 3 clusters Score -1.17606e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241270 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -11760167.000000 Penalty: 1128.695679
	Iteration 10Q: 3 clusters Score -1.176017e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242507 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -11760005.000000 Penalty: 1128.695679
	Iteration 11Q: 3 clusters Score -1.176e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243030 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11759953.000000 Penalty: 1128.695679
	Iteration 12Q: 3 clusters Score -1.175995e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243267 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11759958.000000 Penalty: 1128.695679
	Iteration 13Q: 3 clusters Score -1.175996e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243362 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11759980.000000 Penalty: 1128.695679
	Iteration 14Q: 3 clusters Score -1.175998e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243400 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11760013.000000 Penalty: 1128.695679
	Iteration 15Q: 3 clusters Score -1.176001e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243407 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11760035.000000 Penalty: 1128.695679
	Iteration 16Q: 3 clusters Score -1.176004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243417 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11760046.000000 Penalty: 1128.695679
	Iteration 17Q: 3 clusters Score -1.176005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243424 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11760051.000000 Penalty: 1128.695679
	Iteration 18Q: 3 clusters Score -1.176005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243428 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11760051.000000 Penalty: 1128.695679
	Iteration 19Q: 3 clusters Score -1.176005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243429 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11760054.000000 Penalty: 1128.695679
	Iteration 20F: 3 clusters Score -1.176005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243429 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11760051.000000 Penalty: 1128.695679
	Iteration 21Q: 3 clusters Score -1.176005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243430 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11760058.000000 Penalty: 1128.695679
	Iteration 22Q: 3 clusters Score -1.176006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243432 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11760052.000000 Penalty: 1128.695679
	Iteration 23Q: 3 clusters Score -1.176005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243432 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11760050.000000 Penalty: 1128.695679
	Iteration 24Q: 3 clusters Score -1.176005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243433 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11760052.000000 Penalty: 1128.695679
	Iteration 25Q: 3 clusters Score -1.176005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243432 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11760055.000000 Penalty: 1128.695679
	Iteration 26Q: 3 clusters Score -1.176006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243432 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11760055.000000 Penalty: 1128.695679
	Iteration 27Q: 3 clusters Score -1.176006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243433 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11760053.000000 Penalty: 1128.695679
	Iteration 28Q: 3 clusters Score -1.176005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243433 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11760053.000000 Penalty: 1128.695679
	Iteration 29F: 3 clusters Score -1.176005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -217311.484375 Penalty: 377.955719
	Iteration 0F: 2 clusters Score -217311.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -214542.968750 Penalty: 755.911438
	Iteration 0F: 3 clusters Score -214543 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -215557.875000 Penalty: 755.911438
	Iteration 1F: 3 clusters Score -215557.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -215675.906250 Penalty: 755.911438
	Iteration 2F: 3 clusters Score -215675.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -215840.515625 Penalty: 755.911438
	Iteration 3F: 3 clusters Score -215840.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -216001.656250 Penalty: 755.911438
	Iteration 4F: 3 clusters Score -216001.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -216198.359375 Penalty: 755.911438
	Iteration 5F: 3 clusters Score -216198.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -216355.078125 Penalty: 755.911438
	Iteration 6F: 3 clusters Score -216355.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -216469.265625 Penalty: 755.911438
	Iteration 7Q: 3 clusters Score -216469.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -216523.718750 Penalty: 755.911438
	Iteration 8Q: 3 clusters Score -216523.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -216544.437500 Penalty: 755.911438
	Iteration 9Q: 3 clusters Score -216544.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -216552.593750 Penalty: 755.911438
	Iteration 10Q: 3 clusters Score -216552.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -216558.437500 Penalty: 755.911438
	Iteration 11Q: 3 clusters Score -216558.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -216562.765625 Penalty: 755.911438
	Iteration 12Q: 3 clusters Score -216562.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -216566.078125 Penalty: 755.911438
	Iteration 13Q: 3 clusters Score -216566.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -216567.484375 Penalty: 755.911438
	Iteration 14Q: 3 clusters Score -216567.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -216569.062500 Penalty: 755.911438
	Iteration 15Q: 3 clusters Score -216569.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -216571.703125 Penalty: 755.911438
	Iteration 16Q: 3 clusters Score -216571.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -216572.453125 Penalty: 755.911438
	Iteration 17Q: 3 clusters Score -216572.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -216573.781250 Penalty: 755.911438
	Iteration 18Q: 3 clusters Score -216573.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -216574.656250 Penalty: 755.911438
	Iteration 19Q: 3 clusters Score -216574.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -216575.328125 Penalty: 755.911438
	Iteration 20F: 3 clusters Score -216575.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -216576.000000 Penalty: 755.911438
	Iteration 21Q: 3 clusters Score -216576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -216577.000000 Penalty: 755.911438
	Iteration 22Q: 3 clusters Score -216577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -216579.250000 Penalty: 755.911438
	Iteration 23Q: 3 clusters Score -216579.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -216581.265625 Penalty: 755.911438
	Iteration 24Q: 3 clusters Score -216581.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -216583.093750 Penalty: 755.911438
	Iteration 25Q: 3 clusters Score -216583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -216584.078125 Penalty: 755.911438
	Iteration 26Q: 3 clusters Score -216584.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -216584.921875 Penalty: 755.911438
	Iteration 27Q: 3 clusters Score -216584.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -216585.281250 Penalty: 755.911438
	Iteration 28Q: 3 clusters Score -216585.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -216586.156250 Penalty: 755.911438
	Iteration 29Q: 3 clusters Score -216586.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -216586.968750 Penalty: 755.911438
	Iteration 30Q: 3 clusters Score -216587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -216587.328125 Penalty: 755.911438
	Iteration 31Q: 3 clusters Score -216587.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -216588.046875 Penalty: 755.911438
	Iteration 32Q: 3 clusters Score -216588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -216587.593750 Penalty: 755.911438
	Iteration 33Q: 3 clusters Score -216587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -216588.046875 Penalty: 755.911438
	Iteration 34Q: 3 clusters Score -216588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -216588.500000 Penalty: 755.911438
	Iteration 35Q: 3 clusters Score -216588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -216588.234375 Penalty: 755.911438
	Iteration 36Q: 3 clusters Score -216588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -216588.250000 Penalty: 755.911438
	Iteration 37Q: 3 clusters Score -216588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -216588.250000 Penalty: 755.911438
	Iteration 38F: 3 clusters Score -216588.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Entering Unmasked Estep 
Score: -1807320.750000 Penalty: 480.481018
	Iteration 0F: 2 clusters Score -1807321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -1781461.250000 Penalty: 960.962036
	Iteration 0F: 3 clusters Score -1781461 nChanged 18633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -1792348.875000 Penalty: 960.962036
	Iteration 1F: 3 clusters Score -1792349 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1792749.750000 Penalty: 960.962036
	Iteration 2Q: 3 clusters Score -1792750 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1793263.625000 Penalty: 960.962036
	Iteration 3Q: 3 clusters Score -1793264 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1794118.875000 Penalty: 960.962036
	Iteration 4Q: 3 clusters Score -1794119 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1795611.125000 Penalty: 960.962036
	Iteration 5F: 3 clusters Score -1795611 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1797722.750000 Penalty: 960.962036
	Iteration 6F: 3 clusters Score -1797723 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1799684.750000 Penalty: 960.962036
	Iteration 7F: 3 clusters Score -1799685 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1800749.250000 Penalty: 960.962036
	Iteration 8F: 3 clusters Score -1800749 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1801199.500000 Penalty: 960.962036
	Iteration 9Q: 3 clusters Score -1801200 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1801443.000000 Penalty: 960.962036
	Iteration 10Q: 3 clusters Score -1801443 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1801671.125000 Penalty: 960.962036
	Iteration 11Q: 3 clusters Score -1801671 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1801915.875000 Penalty: 960.962036
	Iteration 12Q: 3 clusters Score -1801916 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1802174.125000 Penalty: 960.962036
	Iteration 13Q: 3 clusters Score -1802174 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1802472.500000 Penalty: 960.962036
	Iteration 14Q: 3 clusters Score -1802472 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1802814.875000 Penalty: 960.962036
	Iteration 15Q: 3 clusters Score -1802815 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1803205.500000 Penalty: 960.962036
	Iteration 16Q: 3 clusters Score -1803206 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1803624.625000 Penalty: 960.962036
	Iteration 17Q: 3 clusters Score -1803625 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1804072.375000 Penalty: 960.962036
	Iteration 18Q: 3 clusters Score -1804072 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1804505.000000 Penalty: 960.962036
	Iteration 19Q: 3 clusters Score -1804505 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1804958.000000 Penalty: 960.962036
	Iteration 20F: 3 clusters Score -1804958 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1805389.750000 Penalty: 960.962036
	Iteration 21Q: 3 clusters Score -1805390 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1805783.875000 Penalty: 960.962036
	Iteration 22Q: 3 clusters Score -1805784 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1806133.000000 Penalty: 960.962036
	Iteration 23Q: 3 clusters Score -1806133 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1806425.500000 Penalty: 960.962036
	Iteration 24Q: 3 clusters Score -1806426 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1806677.875000 Penalty: 960.962036
	Iteration 25Q: 3 clusters Score -1806678 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1806897.125000 Penalty: 960.962036
	Iteration 26Q: 3 clusters Score -1806897 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1807109.250000 Penalty: 960.962036
	Iteration 27Q: 3 clusters Score -1807109 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1807305.375000 Penalty: 960.962036
	Iteration 28Q: 3 clusters Score -1807305 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1807432.125000 Penalty: 960.962036
	Iteration 29Q: 3 clusters Score -1807432 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1807512.625000 Penalty: 960.962036
	Iteration 30Q: 3 clusters Score -1807513 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1807548.375000 Penalty: 960.962036
	Iteration 31Q: 3 clusters Score -1807548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1807565.625000 Penalty: 960.962036
	Iteration 32Q: 3 clusters Score -1807566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1807582.375000 Penalty: 960.962036
	Iteration 33Q: 3 clusters Score -1807582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1807588.500000 Penalty: 960.962036
	Iteration 34Q: 3 clusters Score -1807588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1807594.125000 Penalty: 960.962036
	Iteration 35Q: 3 clusters Score -1807594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1807594.000000 Penalty: 960.962036
	Iteration 36Q: 3 clusters Score -1807594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1807595.000000 Penalty: 960.962036
	Iteration 37Q: 3 clusters Score -1807595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1807595.875000 Penalty: 960.962036
	Iteration 38Q: 3 clusters Score -1807596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1807594.750000 Penalty: 960.962036
	Iteration 39Q: 3 clusters Score -1807595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1807594.375000 Penalty: 960.962036
	Iteration 40F: 3 clusters Score -1807594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1807595.000000 Penalty: 960.962036
	Iteration 41Q: 3 clusters Score -1807595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1807594.375000 Penalty: 960.962036
	Iteration 42Q: 3 clusters Score -1807594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1807594.750000 Penalty: 960.962036
	Iteration 43Q: 3 clusters Score -1807595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1807595.000000 Penalty: 960.962036
	Iteration 44Q: 3 clusters Score -1807595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1807594.000000 Penalty: 960.962036
	Iteration 45Q: 3 clusters Score -1807594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1807595.625000 Penalty: 960.962036
	Iteration 46Q: 3 clusters Score -1807596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1807596.250000 Penalty: 960.962036
	Iteration 47Q: 3 clusters Score -1807596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1807596.875000 Penalty: 960.962036
	Iteration 48Q: 3 clusters Score -1807597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1807597.125000 Penalty: 960.962036
	Iteration 49Q: 3 clusters Score -1807597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1807597.125000 Penalty: 960.962036
	Iteration 50F: 3 clusters Score -1807597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 221284 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 37392 members 
Mstep: Class 11 contains 127420 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 18490 members 
Mstep: Class 14 contains 294433 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 209420 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 143548 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 1170 members 
Entering Unmasked Estep 
Score: -90345800.000000 Penalty: 14505.822266
Splitting cluster 10 changes total score from -90259848.000000 to -90345800.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (127420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127420 members 
Entering Unmasked Estep 
Score: -6174738.000000 Penalty: 534.863586
	Iteration 0F: 2 clusters Score -6174738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -6096488.500000 Penalty: 1069.727173
	Iteration 0F: 3 clusters Score -6096488 nChanged 62340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -6136762.500000 Penalty: 1069.727173
	Iteration 1F: 3 clusters Score -6136762 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -6139426.500000 Penalty: 1069.727173
	Iteration 2Q: 3 clusters Score -6139426 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -6143425.500000 Penalty: 1069.727173
	Iteration 3F: 3 clusters Score -6143426 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -6149788.000000 Penalty: 1069.727173
	Iteration 4F: 3 clusters Score -6149788 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -6157475.500000 Penalty: 1069.727173
	Iteration 5F: 3 clusters Score -6157476 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
Score: -6162610.500000 Penalty: 1069.727173
	Iteration 6F: 3 clusters Score -6162610 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -6164802.500000 Penalty: 1069.727173
	Iteration 7Q: 3 clusters Score -6164802 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -6165724.500000 Penalty: 1069.727173
	Iteration 8Q: 3 clusters Score -6165724 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -6166432.000000 Penalty: 1069.727173
	Iteration 9Q: 3 clusters Score -6166432 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -6167086.000000 Penalty: 1069.727173
	Iteration 10Q: 3 clusters Score -6167086 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -6167824.500000 Penalty: 1069.727173
	Iteration 11Q: 3 clusters Score -6167824 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -6168501.500000 Penalty: 1069.727173
	Iteration 12Q: 3 clusters Score -6168502 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -6169214.500000 Penalty: 1069.727173
	Iteration 13Q: 3 clusters Score -6169214 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 67208 members 
Entering Unmasked Estep 
Score: -6169802.500000 Penalty: 1069.727173
	Iteration 14Q: 3 clusters Score -6169802 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -6170268.000000 Penalty: 1069.727173
	Iteration 15Q: 3 clusters Score -6170268 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -6170588.500000 Penalty: 1069.727173
	Iteration 16Q: 3 clusters Score -6170588 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -6171010.000000 Penalty: 1069.727173
	Iteration 17Q: 3 clusters Score -6171010 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -6171294.000000 Penalty: 1069.727173
	Iteration 18Q: 3 clusters Score -6171294 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
Score: -6171649.000000 Penalty: 1069.727173
	Iteration 19Q: 3 clusters Score -6171649 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -6171922.500000 Penalty: 1069.727173
	Iteration 20F: 3 clusters Score -6171922 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
Score: -6172202.500000 Penalty: 1069.727173
	Iteration 21Q: 3 clusters Score -6172202 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -6172469.500000 Penalty: 1069.727173
	Iteration 22Q: 3 clusters Score -6172470 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -6172759.500000 Penalty: 1069.727173
	Iteration 23Q: 3 clusters Score -6172760 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -6172973.000000 Penalty: 1069.727173
	Iteration 24Q: 3 clusters Score -6172973 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -6173289.000000 Penalty: 1069.727173
	Iteration 25Q: 3 clusters Score -6173289 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -6173556.500000 Penalty: 1069.727173
	Iteration 26Q: 3 clusters Score -6173556 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -6173862.000000 Penalty: 1069.727173
	Iteration 27Q: 3 clusters Score -6173862 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -6174152.500000 Penalty: 1069.727173
	Iteration 28Q: 3 clusters Score -6174152 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -6174579.500000 Penalty: 1069.727173
	Iteration 29Q: 3 clusters Score -6174580 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -6174950.500000 Penalty: 1069.727173
	Iteration 30Q: 3 clusters Score -6174950 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -6175389.000000 Penalty: 1069.727173
	Iteration 31Q: 3 clusters Score -6175389 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -6175771.000000 Penalty: 1069.727173
	Iteration 32Q: 3 clusters Score -6175771 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -6176276.500000 Penalty: 1069.727173
	Iteration 33Q: 3 clusters Score -6176276 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -6176807.000000 Penalty: 1069.727173
	Iteration 34Q: 3 clusters Score -6176807 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -6177334.500000 Penalty: 1069.727173
	Iteration 35Q: 3 clusters Score -6177334 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -6177869.500000 Penalty: 1069.727173
	Iteration 36Q: 3 clusters Score -6177870 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85494 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -6178323.500000 Penalty: 1069.727173
	Iteration 37Q: 3 clusters Score -6178324 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -6178764.000000 Penalty: 1069.727173
	Iteration 38Q: 3 clusters Score -6178764 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -6179133.000000 Penalty: 1069.727173
	Iteration 39Q: 3 clusters Score -6179133 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90370 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -6179678.500000 Penalty: 1069.727173
	Iteration 40F: 3 clusters Score -6179678 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -6180337.500000 Penalty: 1069.727173
	Iteration 41Q: 3 clusters Score -6180338 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -6180879.500000 Penalty: 1069.727173
	Iteration 42Q: 3 clusters Score -6180880 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -6181396.500000 Penalty: 1069.727173
	Iteration 43Q: 3 clusters Score -6181396 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -6181791.500000 Penalty: 1069.727173
	Iteration 44Q: 3 clusters Score -6181792 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99712 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -6182175.000000 Penalty: 1069.727173
	Iteration 45Q: 3 clusters Score -6182175 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101353 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -6182512.000000 Penalty: 1069.727173
	Iteration 46Q: 3 clusters Score -6182512 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103130 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -6182747.500000 Penalty: 1069.727173
	Iteration 47Q: 3 clusters Score -6182748 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105415 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -6182631.500000 Penalty: 1069.727173
	Iteration 48Q: 3 clusters Score -6182632 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108248 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -6182137.500000 Penalty: 1069.727173
	Iteration 49Q: 3 clusters Score -6182138 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111382 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -6181243.000000 Penalty: 1069.727173
	Iteration 50Q: 3 clusters Score -6181243 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114613 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -6180252.500000 Penalty: 1069.727173
	Iteration 51Q: 3 clusters Score -6180252 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -6179017.500000 Penalty: 1069.727173
	Iteration 52Q: 3 clusters Score -6179018 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118822 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -6178165.500000 Penalty: 1069.727173
	Iteration 53Q: 3 clusters Score -6178166 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119642 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -6177530.000000 Penalty: 1069.727173
	Iteration 54Q: 3 clusters Score -6177530 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120053 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -6177182.500000 Penalty: 1069.727173
	Iteration 55Q: 3 clusters Score -6177182 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -6177082.000000 Penalty: 1069.727173
	Iteration 56Q: 3 clusters Score -6177082 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120373 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -6176984.000000 Penalty: 1069.727173
	Iteration 57Q: 3 clusters Score -6176984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120429 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -6176912.500000 Penalty: 1069.727173
	Iteration 58Q: 3 clusters Score -6176912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120471 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -6176850.000000 Penalty: 1069.727173
	Iteration 59Q: 3 clusters Score -6176850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120486 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -6178071.000000 Penalty: 1069.727173
	Iteration 60F: 3 clusters Score -6178071 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -6177355.000000 Penalty: 1069.727173
	Iteration 61Q: 3 clusters Score -6177355 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124053 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6176811.000000 Penalty: 1069.727173
	Iteration 62Q: 3 clusters Score -6176811 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125056 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6176347.000000 Penalty: 1069.727173
	Iteration 63Q: 3 clusters Score -6176347 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125691 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6175997.000000 Penalty: 1069.727173
	Iteration 64Q: 3 clusters Score -6175997 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126092 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6175719.500000 Penalty: 1069.727173
	Iteration 65Q: 3 clusters Score -6175720 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126358 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6175521.500000 Penalty: 1069.727173
	Iteration 66Q: 3 clusters Score -6175522 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126536 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6175357.000000 Penalty: 1069.727173
	Iteration 67Q: 3 clusters Score -6175357 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126670 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6175251.000000 Penalty: 1069.727173
	Iteration 68Q: 3 clusters Score -6175251 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126782 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6175147.500000 Penalty: 1069.727173
	Iteration 69Q: 3 clusters Score -6175148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126856 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6175063.500000 Penalty: 1069.727173
	Iteration 70Q: 3 clusters Score -6175064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126902 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6175044.000000 Penalty: 1069.727173
	Iteration 71Q: 3 clusters Score -6175044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126943 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6174992.500000 Penalty: 1069.727173
	Iteration 72Q: 3 clusters Score -6174992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126975 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6174959.500000 Penalty: 1069.727173
	Iteration 73Q: 3 clusters Score -6174960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6174941.000000 Penalty: 1069.727173
	Iteration 74Q: 3 clusters Score -6174941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127014 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6174933.500000 Penalty: 1069.727173
	Iteration 75Q: 3 clusters Score -6174934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127031 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6174914.000000 Penalty: 1069.727173
	Iteration 76Q: 3 clusters Score -6174914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127046 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6174900.000000 Penalty: 1069.727173
	Iteration 77Q: 3 clusters Score -6174900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127058 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6174883.500000 Penalty: 1069.727173
	Iteration 78Q: 3 clusters Score -6174884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127070 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6174877.500000 Penalty: 1069.727173
	Iteration 79Q: 3 clusters Score -6174878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127080 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6174873.000000 Penalty: 1069.727173
	Iteration 80F: 3 clusters Score -6174873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127089 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6174859.500000 Penalty: 1069.727173
	Iteration 81Q: 3 clusters Score -6174860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127091 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6174857.500000 Penalty: 1069.727173
	Iteration 82Q: 3 clusters Score -6174858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127094 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6174857.000000 Penalty: 1069.727173
	Iteration 83Q: 3 clusters Score -6174857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127094 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6174857.000000 Penalty: 1069.727173
	Iteration 84F: 3 clusters Score -6174857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 221284 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 37392 members 
Mstep: Class 11 contains 127094 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 18490 members 
Mstep: Class 14 contains 294433 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 209420 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 143548 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 326 members 
Entering Unmasked Estep 
Score: -90345544.000000 Penalty: 15165.177734
Splitting cluster 11 changes total score from -90259848.000000 to -90345544.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (18490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Entering Unmasked Estep 
Score: -836653.625000 Penalty: 447.036835
	Iteration 0F: 2 clusters Score -836653.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -824842.437500 Penalty: 894.073669
	Iteration 0F: 3 clusters Score -824842.4 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -837076.500000 Penalty: 894.073669
	Iteration 1F: 3 clusters Score -837076.5 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -839421.125000 Penalty: 894.073669
	Iteration 2F: 3 clusters Score -839421.1 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -841059.312500 Penalty: 894.073669
	Iteration 3F: 3 clusters Score -841059.3 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -841765.250000 Penalty: 894.073669
	Iteration 4F: 3 clusters Score -841765.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -842332.562500 Penalty: 894.073669
	Iteration 5Q: 3 clusters Score -842332.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -843075.375000 Penalty: 894.073669
	Iteration 6Q: 3 clusters Score -843075.4 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -843960.437500 Penalty: 894.073669
	Iteration 7Q: 3 clusters Score -843960.4 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -844872.687500 Penalty: 894.073669
	Iteration 8F: 3 clusters Score -844872.7 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -845515.312500 Penalty: 894.073669
	Iteration 9Q: 3 clusters Score -845515.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -845955.250000 Penalty: 894.073669
	Iteration 10Q: 3 clusters Score -845955.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -846318.437500 Penalty: 894.073669
	Iteration 11Q: 3 clusters Score -846318.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -846936.250000 Penalty: 894.073669
	Iteration 12Q: 3 clusters Score -846936.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -848172.125000 Penalty: 894.073669
	Iteration 13Q: 3 clusters Score -848172.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -848861.500000 Penalty: 894.073669
	Iteration 14Q: 3 clusters Score -848861.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -849061.250000 Penalty: 894.073669
	Iteration 15Q: 3 clusters Score -849061.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -849182.750000 Penalty: 894.073669
	Iteration 16Q: 3 clusters Score -849182.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -849230.187500 Penalty: 894.073669
	Iteration 17Q: 3 clusters Score -849230.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -849250.250000 Penalty: 894.073669
	Iteration 18Q: 3 clusters Score -849250.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -849261.750000 Penalty: 894.073669
	Iteration 19Q: 3 clusters Score -849261.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -849319.250000 Penalty: 894.073669
	Iteration 20F: 3 clusters Score -849319.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -849350.312500 Penalty: 894.073669
	Iteration 21Q: 3 clusters Score -849350.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -849373.687500 Penalty: 894.073669
	Iteration 22Q: 3 clusters Score -849373.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -849408.000000 Penalty: 894.073669
	Iteration 23Q: 3 clusters Score -849408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -849588.812500 Penalty: 894.073669
	Iteration 24Q: 3 clusters Score -849588.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -850097.312500 Penalty: 894.073669
	Iteration 25Q: 3 clusters Score -850097.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -850958.875000 Penalty: 894.073669
	Iteration 26Q: 3 clusters Score -850958.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -851763.375000 Penalty: 894.073669
	Iteration 27Q: 3 clusters Score -851763.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -852103.875000 Penalty: 894.073669
	Iteration 28Q: 3 clusters Score -852103.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -852217.562500 Penalty: 894.073669
	Iteration 29Q: 3 clusters Score -852217.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -852267.375000 Penalty: 894.073669
	Iteration 30Q: 3 clusters Score -852267.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -852288.937500 Penalty: 894.073669
	Iteration 31Q: 3 clusters Score -852288.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -852302.500000 Penalty: 894.073669
	Iteration 32Q: 3 clusters Score -852302.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -852306.812500 Penalty: 894.073669
	Iteration 33Q: 3 clusters Score -852306.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -852309.812500 Penalty: 894.073669
	Iteration 34Q: 3 clusters Score -852309.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -852314.125000 Penalty: 894.073669
	Iteration 35Q: 3 clusters Score -852314.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -852316.500000 Penalty: 894.073669
	Iteration 36Q: 3 clusters Score -852316.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -852314.875000 Penalty: 894.073669
	Iteration 37Q: 3 clusters Score -852314.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -852320.750000 Penalty: 894.073669
	Iteration 38Q: 3 clusters Score -852320.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -852318.125000 Penalty: 894.073669
	Iteration 39Q: 3 clusters Score -852318.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -852337.437500 Penalty: 894.073669
	Iteration 40F: 3 clusters Score -852337.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -852354.125000 Penalty: 894.073669
	Iteration 41Q: 3 clusters Score -852354.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -852354.937500 Penalty: 894.073669
	Iteration 42Q: 3 clusters Score -852354.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -852355.937500 Penalty: 894.073669
	Iteration 43Q: 3 clusters Score -852355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -852353.437500 Penalty: 894.073669
	Iteration 44Q: 3 clusters Score -852353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -852354.125000 Penalty: 894.073669
	Iteration 45Q: 3 clusters Score -852354.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -852356.125000 Penalty: 894.073669
	Iteration 46Q: 3 clusters Score -852356.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -852355.812500 Penalty: 894.073669
	Iteration 47Q: 3 clusters Score -852355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -852357.562500 Penalty: 894.073669
	Iteration 48Q: 3 clusters Score -852357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -852355.187500 Penalty: 894.073669
	Iteration 49Q: 3 clusters Score -852355.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -852355.562500 Penalty: 894.073669
	Iteration 50Q: 3 clusters Score -852355.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -852353.062500 Penalty: 894.073669
	Iteration 51Q: 3 clusters Score -852353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -852355.687500 Penalty: 894.073669
	Iteration 52Q: 3 clusters Score -852355.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -852355.937500 Penalty: 894.073669
	Iteration 53Q: 3 clusters Score -852355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -852354.062500 Penalty: 894.073669
	Iteration 54Q: 3 clusters Score -852354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -852353.125000 Penalty: 894.073669
	Iteration 55Q: 3 clusters Score -852353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -852353.750000 Penalty: 894.073669
	Iteration 56Q: 3 clusters Score -852353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -852356.187500 Penalty: 894.073669
	Iteration 57Q: 3 clusters Score -852356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -852353.250000 Penalty: 894.073669
	Iteration 58Q: 3 clusters Score -852353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -852352.562500 Penalty: 894.073669
	Iteration 59Q: 3 clusters Score -852352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -852355.125000 Penalty: 894.073669
	Iteration 60F: 3 clusters Score -852355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 221284 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 37392 members 
Mstep: Class 11 contains 127094 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 294433 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 209420 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 143548 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 14835 members 
Entering Unmasked Estep 
Score: -90370264.000000 Penalty: 15824.533203
Splitting cluster 13 changes total score from -90259848.000000 to -90370264.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (294433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294433 members 
Entering Unmasked Estep 
Score: -14654400.000000 Penalty: 572.972717
	Iteration 0F: 2 clusters Score -1.46544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147446 members 
Mstep: Class 2 contains 146987 members 
Entering Unmasked Estep 
Score: -14547445.000000 Penalty: 1145.945435
	Iteration 0F: 3 clusters Score -1.454744e+07 nChanged 145596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161712 members 
Mstep: Class 2 contains 132721 members 
Entering Unmasked Estep 
Score: -14647612.000000 Penalty: 1145.945435
	Iteration 1F: 3 clusters Score -1.464761e+07 nChanged 21910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169732 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -14665057.000000 Penalty: 1145.945435
	Iteration 2F: 3 clusters Score -1.466506e+07 nChanged 26071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177075 members 
Mstep: Class 2 contains 117358 members 
Entering Unmasked Estep 
Score: -14685775.000000 Penalty: 1145.945435
	Iteration 3F: 3 clusters Score -1.468578e+07 nChanged 24198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179407 members 
Mstep: Class 2 contains 115026 members 
Entering Unmasked Estep 
Score: -14697959.000000 Penalty: 1145.945435
	Iteration 4F: 3 clusters Score -1.469796e+07 nChanged 15366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178143 members 
Mstep: Class 2 contains 116290 members 
Entering Unmasked Estep 
Score: -14699586.000000 Penalty: 1145.945435
	Iteration 5F: 3 clusters Score -1.469959e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 117972 members 
Entering Unmasked Estep 
Score: -14699399.000000 Penalty: 1145.945435
	Iteration 6Q: 3 clusters Score -1.46994e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175082 members 
Mstep: Class 2 contains 119351 members 
Entering Unmasked Estep 
Score: -14698900.000000 Penalty: 1145.945435
	Iteration 7Q: 3 clusters Score -1.46989e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173930 members 
Mstep: Class 2 contains 120503 members 
Entering Unmasked Estep 
Score: -14698589.000000 Penalty: 1145.945435
	Iteration 8Q: 3 clusters Score -1.469859e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173030 members 
Mstep: Class 2 contains 121403 members 
Entering Unmasked Estep 
Score: -14698049.000000 Penalty: 1145.945435
	Iteration 9Q: 3 clusters Score -1.469805e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172377 members 
Mstep: Class 2 contains 122056 members 
Entering Unmasked Estep 
Score: -14697597.000000 Penalty: 1145.945435
	Iteration 10Q: 3 clusters Score -1.46976e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171962 members 
Mstep: Class 2 contains 122471 members 
Entering Unmasked Estep 
Score: -14697255.000000 Penalty: 1145.945435
	Iteration 11Q: 3 clusters Score -1.469726e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171669 members 
Mstep: Class 2 contains 122764 members 
Entering Unmasked Estep 
Score: -14696967.000000 Penalty: 1145.945435
	Iteration 12Q: 3 clusters Score -1.469697e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171451 members 
Mstep: Class 2 contains 122982 members 
Entering Unmasked Estep 
Score: -14696652.000000 Penalty: 1145.945435
	Iteration 13Q: 3 clusters Score -1.469665e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171320 members 
Mstep: Class 2 contains 123113 members 
Entering Unmasked Estep 
Score: -14696362.000000 Penalty: 1145.945435
	Iteration 14Q: 3 clusters Score -1.469636e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171248 members 
Mstep: Class 2 contains 123185 members 
Entering Unmasked Estep 
Score: -14696301.000000 Penalty: 1145.945435
	Iteration 15Q: 3 clusters Score -1.46963e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171176 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -14696059.000000 Penalty: 1145.945435
	Iteration 16Q: 3 clusters Score -1.469606e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171210 members 
Mstep: Class 2 contains 123223 members 
Entering Unmasked Estep 
Score: -14695775.000000 Penalty: 1145.945435
	Iteration 17Q: 3 clusters Score -1.469578e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171265 members 
Mstep: Class 2 contains 123168 members 
Entering Unmasked Estep 
Score: -14695586.000000 Penalty: 1145.945435
	Iteration 18Q: 3 clusters Score -1.469559e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171285 members 
Mstep: Class 2 contains 123148 members 
Entering Unmasked Estep 
Score: -14695471.000000 Penalty: 1145.945435
	Iteration 19Q: 3 clusters Score -1.469547e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171368 members 
Mstep: Class 2 contains 123065 members 
Entering Unmasked Estep 
Score: -14695197.000000 Penalty: 1145.945435
	Iteration 20F: 3 clusters Score -1.46952e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 123081 members 
Entering Unmasked Estep 
Score: -14695184.000000 Penalty: 1145.945435
	Iteration 21Q: 3 clusters Score -1.469518e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171389 members 
Mstep: Class 2 contains 123044 members 
Entering Unmasked Estep 
Score: -14695022.000000 Penalty: 1145.945435
	Iteration 22Q: 3 clusters Score -1.469502e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 123012 members 
Entering Unmasked Estep 
Score: -14694759.000000 Penalty: 1145.945435
	Iteration 23Q: 3 clusters Score -1.469476e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171447 members 
Mstep: Class 2 contains 122986 members 
Entering Unmasked Estep 
Score: -14694517.000000 Penalty: 1145.945435
	Iteration 24Q: 3 clusters Score -1.469452e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171472 members 
Mstep: Class 2 contains 122961 members 
Entering Unmasked Estep 
Score: -14694271.000000 Penalty: 1145.945435
	Iteration 25Q: 3 clusters Score -1.469427e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171543 members 
Mstep: Class 2 contains 122890 members 
Entering Unmasked Estep 
Score: -14694122.000000 Penalty: 1145.945435
	Iteration 26Q: 3 clusters Score -1.469412e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171554 members 
Mstep: Class 2 contains 122879 members 
Entering Unmasked Estep 
Score: -14693976.000000 Penalty: 1145.945435
	Iteration 27Q: 3 clusters Score -1.469398e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171626 members 
Mstep: Class 2 contains 122807 members 
Entering Unmasked Estep 
Score: -14693833.000000 Penalty: 1145.945435
	Iteration 28Q: 3 clusters Score -1.469383e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171646 members 
Mstep: Class 2 contains 122787 members 
Entering Unmasked Estep 
Score: -14693792.000000 Penalty: 1145.945435
	Iteration 29Q: 3 clusters Score -1.469379e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171669 members 
Mstep: Class 2 contains 122764 members 
Entering Unmasked Estep 
Score: -14693740.000000 Penalty: 1145.945435
	Iteration 30Q: 3 clusters Score -1.469374e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171678 members 
Mstep: Class 2 contains 122755 members 
Entering Unmasked Estep 
Score: -14693594.000000 Penalty: 1145.945435
	Iteration 31Q: 3 clusters Score -1.469359e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171655 members 
Mstep: Class 2 contains 122778 members 
Entering Unmasked Estep 
Score: -14693509.000000 Penalty: 1145.945435
	Iteration 32Q: 3 clusters Score -1.469351e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171704 members 
Mstep: Class 2 contains 122729 members 
Entering Unmasked Estep 
Score: -14693478.000000 Penalty: 1145.945435
	Iteration 33Q: 3 clusters Score -1.469348e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171736 members 
Mstep: Class 2 contains 122697 members 
Entering Unmasked Estep 
Score: -14693504.000000 Penalty: 1145.945435
	Iteration 34Q: 3 clusters Score -1.46935e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171766 members 
Mstep: Class 2 contains 122667 members 
Entering Unmasked Estep 
Score: -14693566.000000 Penalty: 1145.945435
	Iteration 35Q: 3 clusters Score -1.469357e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 122661 members 
Entering Unmasked Estep 
Score: -14693623.000000 Penalty: 1145.945435
	Iteration 36Q: 3 clusters Score -1.469362e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171700 members 
Mstep: Class 2 contains 122733 members 
Entering Unmasked Estep 
Score: -14693608.000000 Penalty: 1145.945435
	Iteration 37Q: 3 clusters Score -1.469361e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171646 members 
Mstep: Class 2 contains 122787 members 
Entering Unmasked Estep 
Score: -14693640.000000 Penalty: 1145.945435
	Iteration 38Q: 3 clusters Score -1.469364e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171601 members 
Mstep: Class 2 contains 122832 members 
Entering Unmasked Estep 
Score: -14693680.000000 Penalty: 1145.945435
	Iteration 39Q: 3 clusters Score -1.469368e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171543 members 
Mstep: Class 2 contains 122890 members 
Entering Unmasked Estep 
Score: -14693672.000000 Penalty: 1145.945435
	Iteration 40F: 3 clusters Score -1.469367e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171523 members 
Mstep: Class 2 contains 122910 members 
Entering Unmasked Estep 
Score: -14693685.000000 Penalty: 1145.945435
	Iteration 41Q: 3 clusters Score -1.469368e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171474 members 
Mstep: Class 2 contains 122959 members 
Entering Unmasked Estep 
Score: -14693691.000000 Penalty: 1145.945435
	Iteration 42Q: 3 clusters Score -1.469369e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171441 members 
Mstep: Class 2 contains 122992 members 
Entering Unmasked Estep 
Score: -14693686.000000 Penalty: 1145.945435
	Iteration 43Q: 3 clusters Score -1.469369e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 123048 members 
Entering Unmasked Estep 
Score: -14693722.000000 Penalty: 1145.945435
	Iteration 44Q: 3 clusters Score -1.469372e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 123042 members 
Entering Unmasked Estep 
Score: -14693770.000000 Penalty: 1145.945435
	Iteration 45Q: 3 clusters Score -1.469377e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 123007 members 
Entering Unmasked Estep 
Score: -14693916.000000 Penalty: 1145.945435
	Iteration 46Q: 3 clusters Score -1.469392e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171468 members 
Mstep: Class 2 contains 122965 members 
Entering Unmasked Estep 
Score: -14693894.000000 Penalty: 1145.945435
	Iteration 47Q: 3 clusters Score -1.469389e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171491 members 
Mstep: Class 2 contains 122942 members 
Entering Unmasked Estep 
Score: -14693900.000000 Penalty: 1145.945435
	Iteration 48Q: 3 clusters Score -1.46939e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171485 members 
Mstep: Class 2 contains 122948 members 
Entering Unmasked Estep 
Score: -14693959.000000 Penalty: 1145.945435
	Iteration 49Q: 3 clusters Score -1.469396e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171486 members 
Mstep: Class 2 contains 122947 members 
Entering Unmasked Estep 
Score: -14694023.000000 Penalty: 1145.945435
	Iteration 50Q: 3 clusters Score -1.469402e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171506 members 
Mstep: Class 2 contains 122927 members 
Entering Unmasked Estep 
Score: -14694032.000000 Penalty: 1145.945435
	Iteration 51Q: 3 clusters Score -1.469403e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171515 members 
Mstep: Class 2 contains 122918 members 
Entering Unmasked Estep 
Score: -14694100.000000 Penalty: 1145.945435
	Iteration 52Q: 3 clusters Score -1.46941e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171488 members 
Mstep: Class 2 contains 122945 members 
Entering Unmasked Estep 
Score: -14694156.000000 Penalty: 1145.945435
	Iteration 53Q: 3 clusters Score -1.469416e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 122995 members 
Entering Unmasked Estep 
Score: -14694270.000000 Penalty: 1145.945435
	Iteration 54Q: 3 clusters Score -1.469427e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171410 members 
Mstep: Class 2 contains 123023 members 
Entering Unmasked Estep 
Score: -14694364.000000 Penalty: 1145.945435
	Iteration 55Q: 3 clusters Score -1.469436e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171404 members 
Mstep: Class 2 contains 123029 members 
Entering Unmasked Estep 
Score: -14694472.000000 Penalty: 1145.945435
	Iteration 56Q: 3 clusters Score -1.469447e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 123060 members 
Entering Unmasked Estep 
Score: -14694542.000000 Penalty: 1145.945435
	Iteration 57Q: 3 clusters Score -1.469454e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171354 members 
Mstep: Class 2 contains 123079 members 
Entering Unmasked Estep 
Score: -14694578.000000 Penalty: 1145.945435
	Iteration 58Q: 3 clusters Score -1.469458e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171334 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -14694630.000000 Penalty: 1145.945435
	Iteration 59Q: 3 clusters Score -1.469463e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 123074 members 
Entering Unmasked Estep 
Score: -14694698.000000 Penalty: 1145.945435
	Iteration 60F: 3 clusters Score -1.46947e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171363 members 
Mstep: Class 2 contains 123070 members 
Entering Unmasked Estep 
Score: -14694764.000000 Penalty: 1145.945435
	Iteration 61Q: 3 clusters Score -1.469476e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 123076 members 
Entering Unmasked Estep 
Score: -14694834.000000 Penalty: 1145.945435
	Iteration 62Q: 3 clusters Score -1.469483e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 123081 members 
Entering Unmasked Estep 
Score: -14694884.000000 Penalty: 1145.945435
	Iteration 63Q: 3 clusters Score -1.469488e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171325 members 
Mstep: Class 2 contains 123108 members 
Entering Unmasked Estep 
Score: -14694914.000000 Penalty: 1145.945435
	Iteration 64Q: 3 clusters Score -1.469491e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171298 members 
Mstep: Class 2 contains 123135 members 
Entering Unmasked Estep 
Score: -14694947.000000 Penalty: 1145.945435
	Iteration 65Q: 3 clusters Score -1.469495e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171257 members 
Mstep: Class 2 contains 123176 members 
Entering Unmasked Estep 
Score: -14694979.000000 Penalty: 1145.945435
	Iteration 66Q: 3 clusters Score -1.469498e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171262 members 
Mstep: Class 2 contains 123171 members 
Entering Unmasked Estep 
Score: -14695004.000000 Penalty: 1145.945435
	Iteration 67Q: 3 clusters Score -1.4695e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171238 members 
Mstep: Class 2 contains 123195 members 
Entering Unmasked Estep 
Score: -14695151.000000 Penalty: 1145.945435
	Iteration 68Q: 3 clusters Score -1.469515e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171178 members 
Mstep: Class 2 contains 123255 members 
Entering Unmasked Estep 
Score: -14695241.000000 Penalty: 1145.945435
	Iteration 69Q: 3 clusters Score -1.469524e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171120 members 
Mstep: Class 2 contains 123313 members 
Entering Unmasked Estep 
Score: -14695322.000000 Penalty: 1145.945435
	Iteration 70Q: 3 clusters Score -1.469532e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171025 members 
Mstep: Class 2 contains 123408 members 
Entering Unmasked Estep 
Score: -14695419.000000 Penalty: 1145.945435
	Iteration 71Q: 3 clusters Score -1.469542e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170914 members 
Mstep: Class 2 contains 123519 members 
Entering Unmasked Estep 
Score: -14695436.000000 Penalty: 1145.945435
	Iteration 72Q: 3 clusters Score -1.469544e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 123623 members 
Entering Unmasked Estep 
Score: -14695514.000000 Penalty: 1145.945435
	Iteration 73Q: 3 clusters Score -1.469551e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170681 members 
Mstep: Class 2 contains 123752 members 
Entering Unmasked Estep 
Score: -14695580.000000 Penalty: 1145.945435
	Iteration 74Q: 3 clusters Score -1.469558e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170572 members 
Mstep: Class 2 contains 123861 members 
Entering Unmasked Estep 
Score: -14695618.000000 Penalty: 1145.945435
	Iteration 75Q: 3 clusters Score -1.469562e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170489 members 
Mstep: Class 2 contains 123944 members 
Entering Unmasked Estep 
Score: -14695691.000000 Penalty: 1145.945435
	Iteration 76Q: 3 clusters Score -1.469569e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170436 members 
Mstep: Class 2 contains 123997 members 
Entering Unmasked Estep 
Score: -14695777.000000 Penalty: 1145.945435
	Iteration 77Q: 3 clusters Score -1.469578e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170407 members 
Mstep: Class 2 contains 124026 members 
Entering Unmasked Estep 
Score: -14695860.000000 Penalty: 1145.945435
	Iteration 78Q: 3 clusters Score -1.469586e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170388 members 
Mstep: Class 2 contains 124045 members 
Entering Unmasked Estep 
Score: -14695957.000000 Penalty: 1145.945435
	Iteration 79Q: 3 clusters Score -1.469596e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170371 members 
Mstep: Class 2 contains 124062 members 
Entering Unmasked Estep 
Score: -14695972.000000 Penalty: 1145.945435
	Iteration 80F: 3 clusters Score -1.469597e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170300 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
Score: -14696040.000000 Penalty: 1145.945435
	Iteration 81Q: 3 clusters Score -1.469604e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170240 members 
Mstep: Class 2 contains 124193 members 
Entering Unmasked Estep 
Score: -14696059.000000 Penalty: 1145.945435
	Iteration 82Q: 3 clusters Score -1.469606e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170181 members 
Mstep: Class 2 contains 124252 members 
Entering Unmasked Estep 
Score: -14696121.000000 Penalty: 1145.945435
	Iteration 83Q: 3 clusters Score -1.469612e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170120 members 
Mstep: Class 2 contains 124313 members 
Entering Unmasked Estep 
Score: -14696212.000000 Penalty: 1145.945435
	Iteration 84Q: 3 clusters Score -1.469621e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170060 members 
Mstep: Class 2 contains 124373 members 
Entering Unmasked Estep 
Score: -14696329.000000 Penalty: 1145.945435
	Iteration 85Q: 3 clusters Score -1.469633e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169992 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -14696315.000000 Penalty: 1145.945435
	Iteration 86Q: 3 clusters Score -1.469632e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169928 members 
Mstep: Class 2 contains 124505 members 
Entering Unmasked Estep 
Score: -14696302.000000 Penalty: 1145.945435
	Iteration 87Q: 3 clusters Score -1.46963e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 124586 members 
Entering Unmasked Estep 
Score: -14696365.000000 Penalty: 1145.945435
	Iteration 88Q: 3 clusters Score -1.469636e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169785 members 
Mstep: Class 2 contains 124648 members 
Entering Unmasked Estep 
Score: -14696416.000000 Penalty: 1145.945435
	Iteration 89Q: 3 clusters Score -1.469642e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Mstep: Class 2 contains 124733 members 
Entering Unmasked Estep 
Score: -14696365.000000 Penalty: 1145.945435
	Iteration 90Q: 3 clusters Score -1.469636e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 124794 members 
Entering Unmasked Estep 
Score: -14696318.000000 Penalty: 1145.945435
	Iteration 91Q: 3 clusters Score -1.469632e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169580 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -14696408.000000 Penalty: 1145.945435
	Iteration 92Q: 3 clusters Score -1.469641e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169506 members 
Mstep: Class 2 contains 124927 members 
Entering Unmasked Estep 
Score: -14696362.000000 Penalty: 1145.945435
	Iteration 93Q: 3 clusters Score -1.469636e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169425 members 
Mstep: Class 2 contains 125008 members 
Entering Unmasked Estep 
Score: -14696428.000000 Penalty: 1145.945435
	Iteration 94Q: 3 clusters Score -1.469643e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169334 members 
Mstep: Class 2 contains 125099 members 
Entering Unmasked Estep 
Score: -14696504.000000 Penalty: 1145.945435
	Iteration 95Q: 3 clusters Score -1.46965e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169284 members 
Mstep: Class 2 contains 125149 members 
Entering Unmasked Estep 
Score: -14696516.000000 Penalty: 1145.945435
	Iteration 96Q: 3 clusters Score -1.469652e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169203 members 
Mstep: Class 2 contains 125230 members 
Entering Unmasked Estep 
Score: -14696464.000000 Penalty: 1145.945435
	Iteration 97Q: 3 clusters Score -1.469646e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169098 members 
Mstep: Class 2 contains 125335 members 
Entering Unmasked Estep 
Score: -14696486.000000 Penalty: 1145.945435
	Iteration 98Q: 3 clusters Score -1.469649e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169008 members 
Mstep: Class 2 contains 125425 members 
Entering Unmasked Estep 
Score: -14696469.000000 Penalty: 1145.945435
	Iteration 99Q: 3 clusters Score -1.469647e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168924 members 
Mstep: Class 2 contains 125509 members 
Entering Unmasked Estep 
Score: -14696565.000000 Penalty: 1145.945435
	Iteration 100F: 3 clusters Score -1.469656e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168845 members 
Mstep: Class 2 contains 125588 members 
Entering Unmasked Estep 
Score: -14696658.000000 Penalty: 1145.945435
	Iteration 101Q: 3 clusters Score -1.469666e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168776 members 
Mstep: Class 2 contains 125657 members 
Entering Unmasked Estep 
Score: -14696634.000000 Penalty: 1145.945435
	Iteration 102Q: 3 clusters Score -1.469663e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 125740 members 
Entering Unmasked Estep 
Score: -14696681.000000 Penalty: 1145.945435
	Iteration 103Q: 3 clusters Score -1.469668e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168593 members 
Mstep: Class 2 contains 125840 members 
Entering Unmasked Estep 
Score: -14696702.000000 Penalty: 1145.945435
	Iteration 104Q: 3 clusters Score -1.46967e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168503 members 
Mstep: Class 2 contains 125930 members 
Entering Unmasked Estep 
Score: -14696705.000000 Penalty: 1145.945435
	Iteration 105Q: 3 clusters Score -1.46967e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168418 members 
Mstep: Class 2 contains 126015 members 
Entering Unmasked Estep 
Score: -14696698.000000 Penalty: 1145.945435
	Iteration 106Q: 3 clusters Score -1.46967e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168321 members 
Mstep: Class 2 contains 126112 members 
Entering Unmasked Estep 
Score: -14696703.000000 Penalty: 1145.945435
	Iteration 107Q: 3 clusters Score -1.46967e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168220 members 
Mstep: Class 2 contains 126213 members 
Entering Unmasked Estep 
Score: -14696693.000000 Penalty: 1145.945435
	Iteration 108Q: 3 clusters Score -1.469669e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168091 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -14696701.000000 Penalty: 1145.945435
	Iteration 109Q: 3 clusters Score -1.46967e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167993 members 
Mstep: Class 2 contains 126440 members 
Entering Unmasked Estep 
Score: -14696711.000000 Penalty: 1145.945435
	Iteration 110Q: 3 clusters Score -1.469671e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167854 members 
Mstep: Class 2 contains 126579 members 
Entering Unmasked Estep 
Score: -14696697.000000 Penalty: 1145.945435
	Iteration 111Q: 3 clusters Score -1.46967e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167709 members 
Mstep: Class 2 contains 126724 members 
Entering Unmasked Estep 
Score: -14696749.000000 Penalty: 1145.945435
	Iteration 112Q: 3 clusters Score -1.469675e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167560 members 
Mstep: Class 2 contains 126873 members 
Entering Unmasked Estep 
Score: -14696839.000000 Penalty: 1145.945435
	Iteration 113Q: 3 clusters Score -1.469684e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167373 members 
Mstep: Class 2 contains 127060 members 
Entering Unmasked Estep 
Score: -14696926.000000 Penalty: 1145.945435
	Iteration 114Q: 3 clusters Score -1.469693e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167149 members 
Mstep: Class 2 contains 127284 members 
Entering Unmasked Estep 
Score: -14696919.000000 Penalty: 1145.945435
	Iteration 115Q: 3 clusters Score -1.469692e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166951 members 
Mstep: Class 2 contains 127482 members 
Entering Unmasked Estep 
Score: -14696999.000000 Penalty: 1145.945435
	Iteration 116Q: 3 clusters Score -1.4697e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166737 members 
Mstep: Class 2 contains 127696 members 
Entering Unmasked Estep 
Score: -14696981.000000 Penalty: 1145.945435
	Iteration 117Q: 3 clusters Score -1.469698e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166513 members 
Mstep: Class 2 contains 127920 members 
Entering Unmasked Estep 
Score: -14696980.000000 Penalty: 1145.945435
	Iteration 118Q: 3 clusters Score -1.469698e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166263 members 
Mstep: Class 2 contains 128170 members 
Entering Unmasked Estep 
Score: -14696871.000000 Penalty: 1145.945435
	Iteration 119Q: 3 clusters Score -1.469687e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166062 members 
Mstep: Class 2 contains 128371 members 
Entering Unmasked Estep 
Score: -14696819.000000 Penalty: 1145.945435
	Iteration 120F: 3 clusters Score -1.469682e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165838 members 
Mstep: Class 2 contains 128595 members 
Entering Unmasked Estep 
Score: -14696800.000000 Penalty: 1145.945435
	Iteration 121Q: 3 clusters Score -1.46968e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165614 members 
Mstep: Class 2 contains 128819 members 
Entering Unmasked Estep 
Score: -14696781.000000 Penalty: 1145.945435
	Iteration 122Q: 3 clusters Score -1.469678e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165350 members 
Mstep: Class 2 contains 129083 members 
Entering Unmasked Estep 
Score: -14696784.000000 Penalty: 1145.945435
	Iteration 123Q: 3 clusters Score -1.469678e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165039 members 
Mstep: Class 2 contains 129394 members 
Entering Unmasked Estep 
Score: -14696678.000000 Penalty: 1145.945435
	Iteration 124Q: 3 clusters Score -1.469668e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164695 members 
Mstep: Class 2 contains 129738 members 
Entering Unmasked Estep 
Score: -14696746.000000 Penalty: 1145.945435
	Iteration 125Q: 3 clusters Score -1.469675e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164333 members 
Mstep: Class 2 contains 130100 members 
Entering Unmasked Estep 
Score: -14696583.000000 Penalty: 1145.945435
	Iteration 126Q: 3 clusters Score -1.469658e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163964 members 
Mstep: Class 2 contains 130469 members 
Entering Unmasked Estep 
Score: -14696526.000000 Penalty: 1145.945435
	Iteration 127Q: 3 clusters Score -1.469653e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163599 members 
Mstep: Class 2 contains 130834 members 
Entering Unmasked Estep 
Score: -14696447.000000 Penalty: 1145.945435
	Iteration 128Q: 3 clusters Score -1.469645e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163185 members 
Mstep: Class 2 contains 131248 members 
Entering Unmasked Estep 
Score: -14696419.000000 Penalty: 1145.945435
	Iteration 129Q: 3 clusters Score -1.469642e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162788 members 
Mstep: Class 2 contains 131645 members 
Entering Unmasked Estep 
Score: -14696527.000000 Penalty: 1145.945435
	Iteration 130Q: 3 clusters Score -1.469653e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162335 members 
Mstep: Class 2 contains 132098 members 
Entering Unmasked Estep 
Score: -14696526.000000 Penalty: 1145.945435
	Iteration 131Q: 3 clusters Score -1.469653e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161827 members 
Mstep: Class 2 contains 132606 members 
Entering Unmasked Estep 
Score: -14696561.000000 Penalty: 1145.945435
	Iteration 132Q: 3 clusters Score -1.469656e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161307 members 
Mstep: Class 2 contains 133126 members 
Entering Unmasked Estep 
Score: -14696361.000000 Penalty: 1145.945435
	Iteration 133Q: 3 clusters Score -1.469636e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160734 members 
Mstep: Class 2 contains 133699 members 
Entering Unmasked Estep 
Score: -14696276.000000 Penalty: 1145.945435
	Iteration 134Q: 3 clusters Score -1.469628e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160135 members 
Mstep: Class 2 contains 134298 members 
Entering Unmasked Estep 
Score: -14696340.000000 Penalty: 1145.945435
	Iteration 135Q: 3 clusters Score -1.469634e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159541 members 
Mstep: Class 2 contains 134892 members 
Entering Unmasked Estep 
Score: -14696169.000000 Penalty: 1145.945435
	Iteration 136Q: 3 clusters Score -1.469617e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158900 members 
Mstep: Class 2 contains 135533 members 
Entering Unmasked Estep 
Score: -14696039.000000 Penalty: 1145.945435
	Iteration 137Q: 3 clusters Score -1.469604e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 136278 members 
Entering Unmasked Estep 
Score: -14695898.000000 Penalty: 1145.945435
	Iteration 138Q: 3 clusters Score -1.46959e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 137102 members 
Entering Unmasked Estep 
Score: -14695723.000000 Penalty: 1145.945435
	Iteration 139Q: 3 clusters Score -1.469572e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -14695387.000000 Penalty: 1145.945435
	Iteration 140F: 3 clusters Score -1.469539e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 138988 members 
Entering Unmasked Estep 
Score: -14695155.000000 Penalty: 1145.945435
	Iteration 141Q: 3 clusters Score -1.469516e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154367 members 
Mstep: Class 2 contains 140066 members 
Entering Unmasked Estep 
Score: -14695035.000000 Penalty: 1145.945435
	Iteration 142Q: 3 clusters Score -1.469504e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153292 members 
Mstep: Class 2 contains 141141 members 
Entering Unmasked Estep 
Score: -14694897.000000 Penalty: 1145.945435
	Iteration 143Q: 3 clusters Score -1.46949e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152272 members 
Mstep: Class 2 contains 142161 members 
Entering Unmasked Estep 
Score: -14694681.000000 Penalty: 1145.945435
	Iteration 144Q: 3 clusters Score -1.469468e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151282 members 
Mstep: Class 2 contains 143151 members 
Entering Unmasked Estep 
Score: -14694677.000000 Penalty: 1145.945435
	Iteration 145Q: 3 clusters Score -1.469468e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150267 members 
Mstep: Class 2 contains 144166 members 
Entering Unmasked Estep 
Score: -14694589.000000 Penalty: 1145.945435
	Iteration 146Q: 3 clusters Score -1.469459e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149186 members 
Mstep: Class 2 contains 145247 members 
Entering Unmasked Estep 
Score: -14694640.000000 Penalty: 1145.945435
	Iteration 147Q: 3 clusters Score -1.469464e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148074 members 
Mstep: Class 2 contains 146359 members 
Entering Unmasked Estep 
Score: -14694600.000000 Penalty: 1145.945435
	Iteration 148Q: 3 clusters Score -1.46946e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146997 members 
Mstep: Class 2 contains 147436 members 
Entering Unmasked Estep 
Score: -14694699.000000 Penalty: 1145.945435
	Iteration 149Q: 3 clusters Score -1.46947e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145966 members 
Mstep: Class 2 contains 148467 members 
Entering Unmasked Estep 
Score: -14694682.000000 Penalty: 1145.945435
	Iteration 150Q: 3 clusters Score -1.469468e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144974 members 
Mstep: Class 2 contains 149459 members 
Entering Unmasked Estep 
Score: -14694811.000000 Penalty: 1145.945435
	Iteration 151Q: 3 clusters Score -1.469481e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143963 members 
Mstep: Class 2 contains 150470 members 
Entering Unmasked Estep 
Score: -14694767.000000 Penalty: 1145.945435
	Iteration 152Q: 3 clusters Score -1.469477e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143065 members 
Mstep: Class 2 contains 151368 members 
Entering Unmasked Estep 
Score: -14694769.000000 Penalty: 1145.945435
	Iteration 153Q: 3 clusters Score -1.469477e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142199 members 
Mstep: Class 2 contains 152234 members 
Entering Unmasked Estep 
Score: -14694882.000000 Penalty: 1145.945435
	Iteration 154Q: 3 clusters Score -1.469488e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141393 members 
Mstep: Class 2 contains 153040 members 
Entering Unmasked Estep 
Score: -14694982.000000 Penalty: 1145.945435
	Iteration 155Q: 3 clusters Score -1.469498e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140599 members 
Mstep: Class 2 contains 153834 members 
Entering Unmasked Estep 
Score: -14694992.000000 Penalty: 1145.945435
	Iteration 156Q: 3 clusters Score -1.469499e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139837 members 
Mstep: Class 2 contains 154596 members 
Entering Unmasked Estep 
Score: -14695056.000000 Penalty: 1145.945435
	Iteration 157Q: 3 clusters Score -1.469506e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139052 members 
Mstep: Class 2 contains 155381 members 
Entering Unmasked Estep 
Score: -14695150.000000 Penalty: 1145.945435
	Iteration 158Q: 3 clusters Score -1.469515e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138269 members 
Mstep: Class 2 contains 156164 members 
Entering Unmasked Estep 
Score: -14695149.000000 Penalty: 1145.945435
	Iteration 159Q: 3 clusters Score -1.469515e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137484 members 
Mstep: Class 2 contains 156949 members 
Entering Unmasked Estep 
Score: -14695255.000000 Penalty: 1145.945435
	Iteration 160F: 3 clusters Score -1.469526e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136747 members 
Mstep: Class 2 contains 157686 members 
Entering Unmasked Estep 
Score: -14695359.000000 Penalty: 1145.945435
	Iteration 161Q: 3 clusters Score -1.469536e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136092 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -14695511.000000 Penalty: 1145.945435
	Iteration 162Q: 3 clusters Score -1.469551e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135444 members 
Mstep: Class 2 contains 158989 members 
Entering Unmasked Estep 
Score: -14695712.000000 Penalty: 1145.945435
	Iteration 163Q: 3 clusters Score -1.469571e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134805 members 
Mstep: Class 2 contains 159628 members 
Entering Unmasked Estep 
Score: -14695924.000000 Penalty: 1145.945435
	Iteration 164Q: 3 clusters Score -1.469592e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134260 members 
Mstep: Class 2 contains 160173 members 
Entering Unmasked Estep 
Score: -14696091.000000 Penalty: 1145.945435
	Iteration 165Q: 3 clusters Score -1.469609e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133774 members 
Mstep: Class 2 contains 160659 members 
Entering Unmasked Estep 
Score: -14696306.000000 Penalty: 1145.945435
	Iteration 166Q: 3 clusters Score -1.469631e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133299 members 
Mstep: Class 2 contains 161134 members 
Entering Unmasked Estep 
Score: -14696519.000000 Penalty: 1145.945435
	Iteration 167Q: 3 clusters Score -1.469652e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132813 members 
Mstep: Class 2 contains 161620 members 
Entering Unmasked Estep 
Score: -14696750.000000 Penalty: 1145.945435
	Iteration 168Q: 3 clusters Score -1.469675e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132346 members 
Mstep: Class 2 contains 162087 members 
Entering Unmasked Estep 
Score: -14697003.000000 Penalty: 1145.945435
	Iteration 169Q: 3 clusters Score -1.4697e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131961 members 
Mstep: Class 2 contains 162472 members 
Entering Unmasked Estep 
Score: -14697213.000000 Penalty: 1145.945435
	Iteration 170Q: 3 clusters Score -1.469721e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131592 members 
Mstep: Class 2 contains 162841 members 
Entering Unmasked Estep 
Score: -14697438.000000 Penalty: 1145.945435
	Iteration 171Q: 3 clusters Score -1.469744e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131229 members 
Mstep: Class 2 contains 163204 members 
Entering Unmasked Estep 
Score: -14697666.000000 Penalty: 1145.945435
	Iteration 172Q: 3 clusters Score -1.469767e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130900 members 
Mstep: Class 2 contains 163533 members 
Entering Unmasked Estep 
Score: -14697923.000000 Penalty: 1145.945435
	Iteration 173Q: 3 clusters Score -1.469792e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 163822 members 
Entering Unmasked Estep 
Score: -14698099.000000 Penalty: 1145.945435
	Iteration 174Q: 3 clusters Score -1.46981e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130338 members 
Mstep: Class 2 contains 164095 members 
Entering Unmasked Estep 
Score: -14698240.000000 Penalty: 1145.945435
	Iteration 175Q: 3 clusters Score -1.469824e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130087 members 
Mstep: Class 2 contains 164346 members 
Entering Unmasked Estep 
Score: -14698411.000000 Penalty: 1145.945435
	Iteration 176Q: 3 clusters Score -1.469841e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129864 members 
Mstep: Class 2 contains 164569 members 
Entering Unmasked Estep 
Score: -14698562.000000 Penalty: 1145.945435
	Iteration 177Q: 3 clusters Score -1.469856e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 164770 members 
Entering Unmasked Estep 
Score: -14698683.000000 Penalty: 1145.945435
	Iteration 178Q: 3 clusters Score -1.469868e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129463 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -14698778.000000 Penalty: 1145.945435
	Iteration 179Q: 3 clusters Score -1.469878e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129284 members 
Mstep: Class 2 contains 165149 members 
Entering Unmasked Estep 
Score: -14698890.000000 Penalty: 1145.945435
	Iteration 180F: 3 clusters Score -1.469889e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129106 members 
Mstep: Class 2 contains 165327 members 
Entering Unmasked Estep 
Score: -14698984.000000 Penalty: 1145.945435
	Iteration 181Q: 3 clusters Score -1.469898e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128912 members 
Mstep: Class 2 contains 165521 members 
Entering Unmasked Estep 
Score: -14699104.000000 Penalty: 1145.945435
	Iteration 182Q: 3 clusters Score -1.46991e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128733 members 
Mstep: Class 2 contains 165700 members 
Entering Unmasked Estep 
Score: -14699161.000000 Penalty: 1145.945435
	Iteration 183Q: 3 clusters Score -1.469916e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128552 members 
Mstep: Class 2 contains 165881 members 
Entering Unmasked Estep 
Score: -14699280.000000 Penalty: 1145.945435
	Iteration 184Q: 3 clusters Score -1.469928e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128363 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -14699372.000000 Penalty: 1145.945435
	Iteration 185Q: 3 clusters Score -1.469937e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 166258 members 
Entering Unmasked Estep 
Score: -14699478.000000 Penalty: 1145.945435
	Iteration 186Q: 3 clusters Score -1.469948e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127969 members 
Mstep: Class 2 contains 166464 members 
Entering Unmasked Estep 
Score: -14699568.000000 Penalty: 1145.945435
	Iteration 187Q: 3 clusters Score -1.469957e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127780 members 
Mstep: Class 2 contains 166653 members 
Entering Unmasked Estep 
Score: -14699685.000000 Penalty: 1145.945435
	Iteration 188Q: 3 clusters Score -1.469968e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127633 members 
Mstep: Class 2 contains 166800 members 
Entering Unmasked Estep 
Score: -14699666.000000 Penalty: 1145.945435
	Iteration 189Q: 3 clusters Score -1.469967e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 166953 members 
Entering Unmasked Estep 
Score: -14699772.000000 Penalty: 1145.945435
	Iteration 190Q: 3 clusters Score -1.469977e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127356 members 
Mstep: Class 2 contains 167077 members 
Entering Unmasked Estep 
Score: -14699857.000000 Penalty: 1145.945435
	Iteration 191Q: 3 clusters Score -1.469986e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127239 members 
Mstep: Class 2 contains 167194 members 
Entering Unmasked Estep 
Score: -14699917.000000 Penalty: 1145.945435
	Iteration 192Q: 3 clusters Score -1.469992e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127146 members 
Mstep: Class 2 contains 167287 members 
Entering Unmasked Estep 
Score: -14699952.000000 Penalty: 1145.945435
	Iteration 193Q: 3 clusters Score -1.469995e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127088 members 
Mstep: Class 2 contains 167345 members 
Entering Unmasked Estep 
Score: -14699904.000000 Penalty: 1145.945435
	Iteration 194Q: 3 clusters Score -1.46999e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127047 members 
Mstep: Class 2 contains 167386 members 
Entering Unmasked Estep 
Score: -14699918.000000 Penalty: 1145.945435
	Iteration 195Q: 3 clusters Score -1.469992e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 167434 members 
Entering Unmasked Estep 
Score: -14699923.000000 Penalty: 1145.945435
	Iteration 196Q: 3 clusters Score -1.469992e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126953 members 
Mstep: Class 2 contains 167480 members 
Entering Unmasked Estep 
Score: -14699915.000000 Penalty: 1145.945435
	Iteration 197Q: 3 clusters Score -1.469992e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126912 members 
Mstep: Class 2 contains 167521 members 
Entering Unmasked Estep 
Score: -14699884.000000 Penalty: 1145.945435
	Iteration 198Q: 3 clusters Score -1.469988e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126883 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -14699897.000000 Penalty: 1145.945435
	Iteration 199Q: 3 clusters Score -1.46999e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126858 members 
Mstep: Class 2 contains 167575 members 
Entering Unmasked Estep 
Score: -14699895.000000 Penalty: 1145.945435
	Iteration 200F: 3 clusters Score -1.46999e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126827 members 
Mstep: Class 2 contains 167606 members 
Entering Unmasked Estep 
Score: -14699862.000000 Penalty: 1145.945435
	Iteration 201Q: 3 clusters Score -1.469986e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126792 members 
Mstep: Class 2 contains 167641 members 
Entering Unmasked Estep 
Score: -14699863.000000 Penalty: 1145.945435
	Iteration 202Q: 3 clusters Score -1.469986e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 167709 members 
Entering Unmasked Estep 
Score: -14699921.000000 Penalty: 1145.945435
	Iteration 203Q: 3 clusters Score -1.469992e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126665 members 
Mstep: Class 2 contains 167768 members 
Entering Unmasked Estep 
Score: -14699976.000000 Penalty: 1145.945435
	Iteration 204Q: 3 clusters Score -1.469998e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126616 members 
Mstep: Class 2 contains 167817 members 
Entering Unmasked Estep 
Score: -14699986.000000 Penalty: 1145.945435
	Iteration 205Q: 3 clusters Score -1.469999e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126570 members 
Mstep: Class 2 contains 167863 members 
Entering Unmasked Estep 
Score: -14700074.000000 Penalty: 1145.945435
	Iteration 206Q: 3 clusters Score -1.470007e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126520 members 
Mstep: Class 2 contains 167913 members 
Entering Unmasked Estep 
Score: -14700112.000000 Penalty: 1145.945435
	Iteration 207Q: 3 clusters Score -1.470011e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126463 members 
Mstep: Class 2 contains 167970 members 
Entering Unmasked Estep 
Score: -14700135.000000 Penalty: 1145.945435
	Iteration 208Q: 3 clusters Score -1.470014e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126420 members 
Mstep: Class 2 contains 168013 members 
Entering Unmasked Estep 
Score: -14700147.000000 Penalty: 1145.945435
	Iteration 209Q: 3 clusters Score -1.470015e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126347 members 
Mstep: Class 2 contains 168086 members 
Entering Unmasked Estep 
Score: -14700162.000000 Penalty: 1145.945435
	Iteration 210Q: 3 clusters Score -1.470016e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126291 members 
Mstep: Class 2 contains 168142 members 
Entering Unmasked Estep 
Score: -14700179.000000 Penalty: 1145.945435
	Iteration 211Q: 3 clusters Score -1.470018e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126238 members 
Mstep: Class 2 contains 168195 members 
Entering Unmasked Estep 
Score: -14700192.000000 Penalty: 1145.945435
	Iteration 212Q: 3 clusters Score -1.470019e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126168 members 
Mstep: Class 2 contains 168265 members 
Entering Unmasked Estep 
Score: -14700157.000000 Penalty: 1145.945435
	Iteration 213Q: 3 clusters Score -1.470016e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126120 members 
Mstep: Class 2 contains 168313 members 
Entering Unmasked Estep 
Score: -14700193.000000 Penalty: 1145.945435
	Iteration 214Q: 3 clusters Score -1.470019e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126063 members 
Mstep: Class 2 contains 168370 members 
Entering Unmasked Estep 
Score: -14700190.000000 Penalty: 1145.945435
	Iteration 215Q: 3 clusters Score -1.470019e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126010 members 
Mstep: Class 2 contains 168423 members 
Entering Unmasked Estep 
Score: -14700187.000000 Penalty: 1145.945435
	Iteration 216Q: 3 clusters Score -1.470019e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125973 members 
Mstep: Class 2 contains 168460 members 
Entering Unmasked Estep 
Score: -14700194.000000 Penalty: 1145.945435
	Iteration 217Q: 3 clusters Score -1.470019e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125954 members 
Mstep: Class 2 contains 168479 members 
Entering Unmasked Estep 
Score: -14700204.000000 Penalty: 1145.945435
	Iteration 218Q: 3 clusters Score -1.47002e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125933 members 
Mstep: Class 2 contains 168500 members 
Entering Unmasked Estep 
Score: -14700192.000000 Penalty: 1145.945435
	Iteration 219Q: 3 clusters Score -1.470019e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125918 members 
Mstep: Class 2 contains 168515 members 
Entering Unmasked Estep 
Score: -14700194.000000 Penalty: 1145.945435
	Iteration 220F: 3 clusters Score -1.470019e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 168536 members 
Entering Unmasked Estep 
Score: -14700175.000000 Penalty: 1145.945435
	Iteration 221Q: 3 clusters Score -1.470018e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125880 members 
Mstep: Class 2 contains 168553 members 
Entering Unmasked Estep 
Score: -14700179.000000 Penalty: 1145.945435
	Iteration 222Q: 3 clusters Score -1.470018e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125863 members 
Mstep: Class 2 contains 168570 members 
Entering Unmasked Estep 
Score: -14700189.000000 Penalty: 1145.945435
	Iteration 223Q: 3 clusters Score -1.470019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125852 members 
Mstep: Class 2 contains 168581 members 
Entering Unmasked Estep 
Score: -14700229.000000 Penalty: 1145.945435
	Iteration 224Q: 3 clusters Score -1.470023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125834 members 
Mstep: Class 2 contains 168599 members 
Entering Unmasked Estep 
Score: -14700211.000000 Penalty: 1145.945435
	Iteration 225Q: 3 clusters Score -1.470021e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125805 members 
Mstep: Class 2 contains 168628 members 
Entering Unmasked Estep 
Score: -14700232.000000 Penalty: 1145.945435
	Iteration 226Q: 3 clusters Score -1.470023e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Mstep: Class 2 contains 168653 members 
Entering Unmasked Estep 
Score: -14700247.000000 Penalty: 1145.945435
	Iteration 227Q: 3 clusters Score -1.470025e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125760 members 
Mstep: Class 2 contains 168673 members 
Entering Unmasked Estep 
Score: -14700290.000000 Penalty: 1145.945435
	Iteration 228Q: 3 clusters Score -1.470029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125751 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -14700315.000000 Penalty: 1145.945435
	Iteration 229Q: 3 clusters Score -1.470032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125750 members 
Mstep: Class 2 contains 168683 members 
Entering Unmasked Estep 
Score: -14700302.000000 Penalty: 1145.945435
	Iteration 230Q: 3 clusters Score -1.47003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125751 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -14700280.000000 Penalty: 1145.945435
	Iteration 231Q: 3 clusters Score -1.470028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125743 members 
Mstep: Class 2 contains 168690 members 
Entering Unmasked Estep 
Score: -14700279.000000 Penalty: 1145.945435
	Iteration 232Q: 3 clusters Score -1.470028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125735 members 
Mstep: Class 2 contains 168698 members 
Entering Unmasked Estep 
Score: -14700281.000000 Penalty: 1145.945435
	Iteration 233Q: 3 clusters Score -1.470028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 168701 members 
Entering Unmasked Estep 
Score: -14700270.000000 Penalty: 1145.945435
	Iteration 234Q: 3 clusters Score -1.470027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 168701 members 
Entering Unmasked Estep 
Score: -14700274.000000 Penalty: 1145.945435
	Iteration 235Q: 3 clusters Score -1.470027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -14700275.000000 Penalty: 1145.945435
	Iteration 236Q: 3 clusters Score -1.470028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125731 members 
Mstep: Class 2 contains 168702 members 
Entering Unmasked Estep 
Score: -14700270.000000 Penalty: 1145.945435
	Iteration 237Q: 3 clusters Score -1.470027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125731 members 
Mstep: Class 2 contains 168702 members 
Entering Unmasked Estep 
Score: -14700273.000000 Penalty: 1145.945435
	Iteration 238Q: 3 clusters Score -1.470027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 168701 members 
Entering Unmasked Estep 
Score: -14700275.000000 Penalty: 1145.945435
	Iteration 239Q: 3 clusters Score -1.470028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 168701 members 
Entering Unmasked Estep 
Score: -14700277.000000 Penalty: 1145.945435
	Iteration 240F: 3 clusters Score -1.470028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -14700273.000000 Penalty: 1145.945435
	Iteration 241Q: 3 clusters Score -1.470027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125734 members 
Mstep: Class 2 contains 168699 members 
Entering Unmasked Estep 
Score: -14700265.000000 Penalty: 1145.945435
	Iteration 242Q: 3 clusters Score -1.470026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125734 members 
Mstep: Class 2 contains 168699 members 
Entering Unmasked Estep 
Score: -14700268.000000 Penalty: 1145.945435
	Iteration 243Q: 3 clusters Score -1.470027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125731 members 
Mstep: Class 2 contains 168702 members 
Entering Unmasked Estep 
Score: -14700266.000000 Penalty: 1145.945435
	Iteration 244Q: 3 clusters Score -1.470027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125729 members 
Mstep: Class 2 contains 168704 members 
Entering Unmasked Estep 
Score: -14700266.000000 Penalty: 1145.945435
	Iteration 245Q: 3 clusters Score -1.470027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 168701 members 
Entering Unmasked Estep 
Score: -14700241.000000 Penalty: 1145.945435
	Iteration 246Q: 3 clusters Score -1.470024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125732 members 
Mstep: Class 2 contains 168701 members 
Entering Unmasked Estep 
Score: -14700241.000000 Penalty: 1145.945435
	Iteration 247Q: 3 clusters Score -1.470024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -14700244.000000 Penalty: 1145.945435
	Iteration 248Q: 3 clusters Score -1.470024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125738 members 
Mstep: Class 2 contains 168695 members 
Entering Unmasked Estep 
Score: -14700245.000000 Penalty: 1145.945435
	Iteration 249Q: 3 clusters Score -1.470024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125739 members 
Mstep: Class 2 contains 168694 members 
Entering Unmasked Estep 
Score: -14700245.000000 Penalty: 1145.945435
	Iteration 250Q: 3 clusters Score -1.470024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125740 members 
Mstep: Class 2 contains 168693 members 
Entering Unmasked Estep 
Score: -14700246.000000 Penalty: 1145.945435
	Iteration 251Q: 3 clusters Score -1.470025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125740 members 
Mstep: Class 2 contains 168693 members 
Entering Unmasked Estep 
Score: -14700246.000000 Penalty: 1145.945435
	Iteration 252F: 3 clusters Score -1.470025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 221284 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 37392 members 
Mstep: Class 11 contains 127094 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 125740 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 209420 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 143548 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 14835 members 
Mstep: Class 25 contains 168693 members 
Entering Unmasked Estep 
Score: -90407544.000000 Penalty: 16483.888672
Splitting cluster 14 changes total score from -90259848.000000 to -90407544.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -44732.703125 Penalty: 336.616943
	Iteration 0F: 2 clusters Score -44732.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -43615.101562 Penalty: 673.233887
	Iteration 0F: 3 clusters Score -43615.1 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -45325.562500 Penalty: 673.233887
	Iteration 1F: 3 clusters Score -45325.56 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -46175.625000 Penalty: 673.233887
	Iteration 2F: 3 clusters Score -46175.62 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -46450.601562 Penalty: 673.233887
	Iteration 3F: 3 clusters Score -46450.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -46553.187500 Penalty: 673.233887
	Iteration 4Q: 3 clusters Score -46553.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -46599.347656 Penalty: 673.233887
	Iteration 5Q: 3 clusters Score -46599.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -46646.578125 Penalty: 673.233887
	Iteration 6Q: 3 clusters Score -46646.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -46673.109375 Penalty: 673.233887
	Iteration 7Q: 3 clusters Score -46673.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -46679.343750 Penalty: 673.233887
	Iteration 8Q: 3 clusters Score -46679.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -46682.527344 Penalty: 673.233887
	Iteration 9Q: 3 clusters Score -46682.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -46684.851562 Penalty: 673.233887
	Iteration 10Q: 3 clusters Score -46684.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -46686.492188 Penalty: 673.233887
	Iteration 11Q: 3 clusters Score -46686.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -46687.925781 Penalty: 673.233887
	Iteration 12Q: 3 clusters Score -46687.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -46688.402344 Penalty: 673.233887
	Iteration 13Q: 3 clusters Score -46688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -46689.300781 Penalty: 673.233887
	Iteration 14Q: 3 clusters Score -46689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -46689.839844 Penalty: 673.233887
	Iteration 15Q: 3 clusters Score -46689.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -46689.839844 Penalty: 673.233887
	Iteration 16F: 3 clusters Score -46689.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 221284 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 37392 members 
Mstep: Class 11 contains 127094 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 125740 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 209420 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 143548 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 14835 members 
Mstep: Class 25 contains 168693 members 
Mstep: Class 26 contains 1026 members 
Entering Unmasked Estep 
Score: -90409128.000000 Penalty: 17143.244141
Splitting cluster 15 changes total score from -90259848.000000 to -90409128.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -103851.453125 Penalty: 350.425201
	Iteration 0F: 2 clusters Score -103851.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -102321.117188 Penalty: 700.850403
	Iteration 0F: 3 clusters Score -102321.1 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -102848.453125 Penalty: 700.850403
	Iteration 1F: 3 clusters Score -102848.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -102945.796875 Penalty: 700.850403
	Iteration 2F: 3 clusters Score -102945.8 nChanged 129
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: -103043.921875 Penalty: 700.850403
	Iteration 3F: 3 clusters Score -103043.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -103149.640625 Penalty: 700.850403
	Iteration 4F: 3 clusters Score -103149.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -103281.789062 Penalty: 700.850403
	Iteration 5F: 3 clusters Score -103281.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -103429.226562 Penalty: 700.850403
	Iteration 6F: 3 clusters Score -103429.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -103591.757812 Penalty: 700.850403
	Iteration 7F: 3 clusters Score -103591.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -103697.773438 Penalty: 700.850403
	Iteration 8F: 3 clusters Score -103697.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -103777.468750 Penalty: 700.850403
	Iteration 9Q: 3 clusters Score -103777.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -103848.554688 Penalty: 700.850403
	Iteration 10Q: 3 clusters Score -103848.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -103877.132812 Penalty: 700.850403
	Iteration 11Q: 3 clusters Score -103877.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -103897.539062 Penalty: 700.850403
	Iteration 12Q: 3 clusters Score -103897.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -103916.593750 Penalty: 700.850403
	Iteration 13Q: 3 clusters Score -103916.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -103935.304688 Penalty: 700.850403
	Iteration 14Q: 3 clusters Score -103935.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -103945.562500 Penalty: 700.850403
	Iteration 15Q: 3 clusters Score -103945.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -103949.304688 Penalty: 700.850403
	Iteration 16Q: 3 clusters Score -103949.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -103950.632812 Penalty: 700.850403
	Iteration 17Q: 3 clusters Score -103950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -103951.828125 Penalty: 700.850403
	Iteration 18Q: 3 clusters Score -103951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -103952.156250 Penalty: 700.850403
	Iteration 19Q: 3 clusters Score -103952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -103953.054688 Penalty: 700.850403
	Iteration 20F: 3 clusters Score -103953.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -103953.750000 Penalty: 700.850403
	Iteration 21Q: 3 clusters Score -103953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -103953.906250 Penalty: 700.850403
	Iteration 22Q: 3 clusters Score -103953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -103953.906250 Penalty: 700.850403
	Iteration 23F: 3 clusters Score -103953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 221284 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 37392 members 
Mstep: Class 11 contains 127094 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 125740 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 209420 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 143548 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 14835 members 
Mstep: Class 25 contains 168693 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 1845 members 
Entering Unmasked Estep 
Score: -90408968.000000 Penalty: 17802.599609
Splitting cluster 17 changes total score from -90259848.000000 to -90408968.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (85603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Entering Unmasked Estep 
Score: -3857150.000000 Penalty: 516.765137
	Iteration 0F: 2 clusters Score -3857150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -3799614.000000 Penalty: 1033.530273
	Iteration 0F: 3 clusters Score -3799614 nChanged 41649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -3833501.750000 Penalty: 1033.530273
	Iteration 1F: 3 clusters Score -3833502 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -3841882.500000 Penalty: 1033.530273
	Iteration 2F: 3 clusters Score -3841882 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3848251.750000 Penalty: 1033.530273
	Iteration 3F: 3 clusters Score -3848252 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3851935.250000 Penalty: 1033.530273
	Iteration 4F: 3 clusters Score -3851935 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3853770.750000 Penalty: 1033.530273
	Iteration 5Q: 3 clusters Score -3853771 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3855059.750000 Penalty: 1033.530273
	Iteration 6Q: 3 clusters Score -3855060 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3856173.000000 Penalty: 1033.530273
	Iteration 7Q: 3 clusters Score -3856173 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3857327.250000 Penalty: 1033.530273
	Iteration 8Q: 3 clusters Score -3857327 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3858407.750000 Penalty: 1033.530273
	Iteration 9Q: 3 clusters Score -3858408 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3859403.250000 Penalty: 1033.530273
	Iteration 10Q: 3 clusters Score -3859403 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3860380.750000 Penalty: 1033.530273
	Iteration 11Q: 3 clusters Score -3860381 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3861152.250000 Penalty: 1033.530273
	Iteration 12Q: 3 clusters Score -3861152 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3861767.500000 Penalty: 1033.530273
	Iteration 13Q: 3 clusters Score -3861768 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3862146.250000 Penalty: 1033.530273
	Iteration 14Q: 3 clusters Score -3862146 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3862319.000000 Penalty: 1033.530273
	Iteration 15Q: 3 clusters Score -3862319 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3862418.500000 Penalty: 1033.530273
	Iteration 16Q: 3 clusters Score -3862418 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3862440.250000 Penalty: 1033.530273
	Iteration 17Q: 3 clusters Score -3862440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3862458.000000 Penalty: 1033.530273
	Iteration 18Q: 3 clusters Score -3862458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3862478.750000 Penalty: 1033.530273
	Iteration 19Q: 3 clusters Score -3862479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3862498.000000 Penalty: 1033.530273
	Iteration 20F: 3 clusters Score -3862498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3862513.000000 Penalty: 1033.530273
	Iteration 21Q: 3 clusters Score -3862513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3862516.000000 Penalty: 1033.530273
	Iteration 22Q: 3 clusters Score -3862516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3862511.000000 Penalty: 1033.530273
	Iteration 23Q: 3 clusters Score -3862511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3862511.000000 Penalty: 1033.530273
	Iteration 24Q: 3 clusters Score -3862511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3862516.750000 Penalty: 1033.530273
	Iteration 25Q: 3 clusters Score -3862517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3862514.750000 Penalty: 1033.530273
	Iteration 26Q: 3 clusters Score -3862515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3862504.000000 Penalty: 1033.530273
	Iteration 27Q: 3 clusters Score -3862504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3862506.000000 Penalty: 1033.530273
	Iteration 28Q: 3 clusters Score -3862506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3862501.750000 Penalty: 1033.530273
	Iteration 29Q: 3 clusters Score -3862502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3862500.500000 Penalty: 1033.530273
	Iteration 30Q: 3 clusters Score -3862500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3862500.500000 Penalty: 1033.530273
	Iteration 31Q: 3 clusters Score -3862500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3862500.500000 Penalty: 1033.530273
	Iteration 32F: 3 clusters Score -3862500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 221284 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 37392 members 
Mstep: Class 11 contains 127094 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 125740 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 209420 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 82237 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 143548 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 14835 members 
Mstep: Class 25 contains 168693 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 1845 members 
Mstep: Class 28 contains 3366 members 
Entering Unmasked Estep 
Score: -90415104.000000 Penalty: 18461.955078
Splitting cluster 18 changes total score from -90259848.000000 to -90415104.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (7417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Entering Unmasked Estep 
Score: -306024.406250 Penalty: 405.474609
	Iteration 0F: 2 clusters Score -306024.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -301082.312500 Penalty: 810.949219
	Iteration 0F: 3 clusters Score -301082.3 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -303480.312500 Penalty: 810.949219
	Iteration 1F: 3 clusters Score -303480.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -304040.468750 Penalty: 810.949219
	Iteration 2F: 3 clusters Score -304040.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -304392.281250 Penalty: 810.949219
	Iteration 3F: 3 clusters Score -304392.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -304591.000000 Penalty: 810.949219
	Iteration 4F: 3 clusters Score -304591 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -304693.406250 Penalty: 810.949219
	Iteration 5Q: 3 clusters Score -304693.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -304755.500000 Penalty: 810.949219
	Iteration 6Q: 3 clusters Score -304755.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -304796.843750 Penalty: 810.949219
	Iteration 7Q: 3 clusters Score -304796.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -304839.937500 Penalty: 810.949219
	Iteration 8Q: 3 clusters Score -304839.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -304883.375000 Penalty: 810.949219
	Iteration 9Q: 3 clusters Score -304883.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -304932.125000 Penalty: 810.949219
	Iteration 10Q: 3 clusters Score -304932.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -304986.562500 Penalty: 810.949219
	Iteration 11Q: 3 clusters Score -304986.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -305043.281250 Penalty: 810.949219
	Iteration 12Q: 3 clusters Score -305043.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -305106.968750 Penalty: 810.949219
	Iteration 13Q: 3 clusters Score -305107 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -305198.968750 Penalty: 810.949219
	Iteration 14Q: 3 clusters Score -305199 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -305297.906250 Penalty: 810.949219
	Iteration 15Q: 3 clusters Score -305297.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -305420.812500 Penalty: 810.949219
	Iteration 16Q: 3 clusters Score -305420.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -305529.375000 Penalty: 810.949219
	Iteration 17Q: 3 clusters Score -305529.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -305626.031250 Penalty: 810.949219
	Iteration 18Q: 3 clusters Score -305626 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -305744.250000 Penalty: 810.949219
	Iteration 19Q: 3 clusters Score -305744.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -305855.031250 Penalty: 810.949219
	Iteration 20F: 3 clusters Score -305855 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -305974.156250 Penalty: 810.949219
	Iteration 21Q: 3 clusters Score -305974.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -306076.875000 Penalty: 810.949219
	Iteration 22Q: 3 clusters Score -306076.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -306148.937500 Penalty: 810.949219
	Iteration 23Q: 3 clusters Score -306148.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -306229.843750 Penalty: 810.949219
	Iteration 24Q: 3 clusters Score -306229.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -306299.187500 Penalty: 810.949219
	Iteration 25Q: 3 clusters Score -306299.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -306367.656250 Penalty: 810.949219
	Iteration 26Q: 3 clusters Score -306367.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -306431.093750 Penalty: 810.949219
	Iteration 27Q: 3 clusters Score -306431.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -306455.812500 Penalty: 810.949219
	Iteration 28Q: 3 clusters Score -306455.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -306461.468750 Penalty: 810.949219
	Iteration 29Q: 3 clusters Score -306461.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -306462.562500 Penalty: 810.949219
	Iteration 30Q: 3 clusters Score -306462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -306462.906250 Penalty: 810.949219
	Iteration 31Q: 3 clusters Score -306462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -306463.718750 Penalty: 810.949219
	Iteration 32Q: 3 clusters Score -306463.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -306464.843750 Penalty: 810.949219
	Iteration 33Q: 3 clusters Score -306464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -306465.031250 Penalty: 810.949219
	Iteration 34Q: 3 clusters Score -306465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -306465.968750 Penalty: 810.949219
	Iteration 35Q: 3 clusters Score -306466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -306467.968750 Penalty: 810.949219
	Iteration 36Q: 3 clusters Score -306468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -306467.656250 Penalty: 810.949219
	Iteration 37Q: 3 clusters Score -306467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -306467.812500 Penalty: 810.949219
	Iteration 38Q: 3 clusters Score -306467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -306467.812500 Penalty: 810.949219
	Iteration 39Q: 3 clusters Score -306467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -306468.343750 Penalty: 810.949219
	Iteration 40F: 3 clusters Score -306468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 221284 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 37392 members 
Mstep: Class 11 contains 127094 members 
Mstep: Class 12 contains 237165 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 125740 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 209420 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 82237 members 
Mstep: Class 19 contains 6680 members 
Mstep: Class 20 contains 143548 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 326 members 
Mstep: Class 24 contains 14835 members 
Mstep: Class 25 contains 168693 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 1845 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 737 members 
Entering Unmasked Estep 
Score: -90415472.000000 Penalty: 19121.310547
Splitting cluster 19 changes total score from -90259848.000000 to -90415472.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 176707 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 221284 members 
Mstep: Class 8 contains 243592 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 37392 members 
Mstep: Class 11 contains 127094 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 125740 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 82237 members 
Mstep: Class 19 contains 6680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 587.242371 but Gain 659.355469
Score: -90467072.000000 Penalty: 18461.955078
Iteration 39Q: 29 clusters Score -9.046707e+07 nChanged 105158
Entering Unmasked Mstep 
Mstep: Class 0 contains 287 members 
Mstep: Class 1 contains 143960 members 
Mstep: Class 2 contains 7518 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 195546 members 
Mstep: Class 5 contains 1158 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 219737 members 
Mstep: Class 8 contains 237940 members 
Mstep: Class 9 contains 3716 members 
Mstep: Class 10 contains 37061 members 
Mstep: Class 11 contains 114077 members 
Mstep: Class 12 contains 226361 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 147377 members 
Mstep: Class 15 contains 605 members 
Mstep: Class 16 contains 211220 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 84237 members 
Mstep: Class 19 contains 6857 members 
Mstep: Class 20 contains 138329 members 
Mstep: Class 21 contains 790 members 
Mstep: Class 22 contains 1165 members 
Mstep: Class 24 contains 14826 members 
Mstep: Class 25 contains 156106 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 1762 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90479224.000000 Penalty: 18461.955078
Iteration 40F: 29 clusters Score -9.047922e+07 nChanged 95748
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 151403 members 
Mstep: Class 2 contains 7525 members 
Mstep: Class 3 contains 1171 members 
Mstep: Class 4 contains 206068 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 218729 members 
Mstep: Class 8 contains 229092 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 36802 members 
Mstep: Class 11 contains 95594 members 
Mstep: Class 12 contains 218898 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 14 contains 161614 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 212472 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 85229 members 
Mstep: Class 19 contains 6641 members 
Mstep: Class 20 contains 132422 members 
Mstep: Class 21 contains 970 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 24 contains 14972 members 
Mstep: Class 25 contains 163309 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 1762 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90482640.000000 Penalty: 18461.955078
Iteration 41Q: 29 clusters Score -9.048264e+07 nChanged 73894
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 160811 members 
Mstep: Class 2 contains 7506 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 215442 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4460 members 
Mstep: Class 7 contains 218317 members 
Mstep: Class 8 contains 224214 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 36611 members 
Mstep: Class 11 contains 79555 members 
Mstep: Class 12 contains 212482 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 168636 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 211898 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 86113 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 126505 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 24 contains 15171 members 
Mstep: Class 25 contains 171081 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 1743 members 
Mstep: Class 28 contains 3680 members 
Mstep: Class 29 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90494552.000000 Penalty: 18461.955078
Iteration 42Q: 29 clusters Score -9.049455e+07 nChanged 64686
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 226611 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 218158 members 
Mstep: Class 8 contains 221738 members 
Mstep: Class 9 contains 3147 members 
Mstep: Class 10 contains 36483 members 
Mstep: Class 11 contains 66441 members 
Mstep: Class 12 contains 206625 members 
Mstep: Class 13 contains 3489 members 
Mstep: Class 14 contains 168422 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 208805 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 86944 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 121097 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 1254 members 
Mstep: Class 24 contains 15296 members 
Mstep: Class 25 contains 177640 members 
Mstep: Class 26 contains 960 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90510128.000000 Penalty: 18461.955078
Iteration 43Q: 29 clusters Score -9.051013e+07 nChanged 61752
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 186407 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 241333 members 
Mstep: Class 5 contains 1195 members 
Mstep: Class 6 contains 4186 members 
Mstep: Class 7 contains 218261 members 
Mstep: Class 8 contains 219125 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 36392 members 
Mstep: Class 11 contains 56849 members 
Mstep: Class 12 contains 201261 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 14 contains 162459 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 203150 members 
Mstep: Class 17 contains 426 members 
Mstep: Class 18 contains 87605 members 
Mstep: Class 19 contains 6193 members 
Mstep: Class 20 contains 116997 members 
Mstep: Class 21 contains 1347 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 24 contains 15412 members 
Mstep: Class 25 contains 182269 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 1721 members 
Mstep: Class 28 contains 3803 members 
Mstep: Class 29 contains 1660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90519632.000000 Penalty: 18461.955078
Iteration 44Q: 29 clusters Score -9.051963e+07 nChanged 63503
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 200550 members 
Mstep: Class 2 contains 7426 members 
Mstep: Class 3 contains 843 members 
Mstep: Class 4 contains 259773 members 
Mstep: Class 5 contains 1199 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 218446 members 
Mstep: Class 8 contains 215940 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 36331 members 
Mstep: Class 11 contains 49652 members 
Mstep: Class 12 contains 196479 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 153004 members 
Mstep: Class 15 contains 567 members 
Mstep: Class 16 contains 195654 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 18 contains 88284 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 114692 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 24 contains 15480 members 
Mstep: Class 25 contains 183728 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 1717 members 
Mstep: Class 28 contains 3851 members 
Mstep: Class 29 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90520000.000000 Penalty: 18461.955078
Iteration 45Q: 29 clusters Score -9.052e+07 nChanged 65751
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 216046 members 
Mstep: Class 2 contains 7402 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 276135 members 
Mstep: Class 5 contains 1204 members 
Mstep: Class 6 contains 3861 members 
Mstep: Class 7 contains 218730 members 
Mstep: Class 8 contains 212754 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 36280 members 
Mstep: Class 11 contains 43792 members 
Mstep: Class 12 contains 191883 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 141933 members 
Mstep: Class 15 contains 561 members 
Mstep: Class 16 contains 187993 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 89111 members 
Mstep: Class 19 contains 5944 members 
Mstep: Class 20 contains 114465 members 
Mstep: Class 21 contains 1490 members 
Mstep: Class 22 contains 1302 members 
Mstep: Class 24 contains 15527 members 
Mstep: Class 25 contains 183928 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 1713 members 
Mstep: Class 28 contains 3895 members 
Mstep: Class 29 contains 1927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90519016.000000 Penalty: 18461.955078
Iteration 46Q: 29 clusters Score -9.051902e+07 nChanged 67108
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 236642 members 
Mstep: Class 2 contains 7381 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 284359 members 
Mstep: Class 5 contains 1210 members 
Mstep: Class 6 contains 3741 members 
Mstep: Class 7 contains 219104 members 
Mstep: Class 8 contains 208944 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 36248 members 
Mstep: Class 11 contains 41088 members 
Mstep: Class 12 contains 182128 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 134510 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 182135 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 89863 members 
Mstep: Class 19 contains 5840 members 
Mstep: Class 20 contains 115848 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 1315 members 
Mstep: Class 24 contains 15559 members 
Mstep: Class 25 contains 182799 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90514488.000000 Penalty: 18461.955078
Iteration 47Q: 29 clusters Score -9.051449e+07 nChanged 79539
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 260171 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 283153 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 219518 members 
Mstep: Class 8 contains 205208 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 36214 members 
Mstep: Class 11 contains 40027 members 
Mstep: Class 12 contains 167745 members 
Mstep: Class 13 contains 3191 members 
Mstep: Class 14 contains 131347 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 180273 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 90582 members 
Mstep: Class 19 contains 5717 members 
Mstep: Class 20 contains 117577 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 1335 members 
Mstep: Class 24 contains 15582 members 
Mstep: Class 25 contains 182351 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 1714 members 
Mstep: Class 28 contains 3973 members 
Mstep: Class 29 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90505736.000000 Penalty: 18461.955078
Iteration 48Q: 29 clusters Score -9.050574e+07 nChanged 77402
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 267574 members 
Mstep: Class 2 contains 7333 members 
Mstep: Class 3 contains 583 members 
Mstep: Class 4 contains 276141 members 
Mstep: Class 5 contains 1223 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 219846 members 
Mstep: Class 8 contains 206178 members 
Mstep: Class 9 contains 1091 members 
Mstep: Class 10 contains 36159 members 
Mstep: Class 11 contains 38615 members 
Mstep: Class 12 contains 159357 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 128989 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 182978 members 
Mstep: Class 17 contains 442 members 
Mstep: Class 18 contains 91661 members 
Mstep: Class 19 contains 5570 members 
Mstep: Class 20 contains 118609 members 
Mstep: Class 21 contains 1594 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 24 contains 15600 members 
Mstep: Class 25 contains 188298 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 1713 members 
Mstep: Class 28 contains 4015 members 
Mstep: Class 29 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90508360.000000 Penalty: 18461.955078
Iteration 49Q: 29 clusters Score -9.050836e+07 nChanged 60941
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 260838 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 265225 members 
Mstep: Class 5 contains 1227 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 7 contains 219952 members 
Mstep: Class 8 contains 210971 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 36073 members 
Mstep: Class 11 contains 36580 members 
Mstep: Class 12 contains 157334 members 
Mstep: Class 13 contains 3156 members 
Mstep: Class 14 contains 125088 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 189587 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 18 contains 92642 members 
Mstep: Class 19 contains 5437 members 
Mstep: Class 20 contains 118463 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 24 contains 15613 members 
Mstep: Class 25 contains 201770 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 1711 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90526232.000000 Penalty: 18461.955078
Iteration 50Q: 29 clusters Score -9.052623e+07 nChanged 59252
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 253392 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 520 members 
Mstep: Class 4 contains 250011 members 
Mstep: Class 5 contains 1228 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 219725 members 
Mstep: Class 8 contains 215962 members 
Mstep: Class 9 contains 973 members 
Mstep: Class 10 contains 35991 members 
Mstep: Class 11 contains 34672 members 
Mstep: Class 12 contains 155571 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 14 contains 121339 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 198761 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 93111 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 117186 members 
Mstep: Class 21 contains 1654 members 
Mstep: Class 22 contains 1402 members 
Mstep: Class 24 contains 15626 members 
Mstep: Class 25 contains 218893 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 4114 members 
Mstep: Class 29 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90526320.000000 Penalty: 18461.955078
Iteration 51Q: 29 clusters Score -9.052632e+07 nChanged 56457
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 247459 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 234414 members 
Mstep: Class 5 contains 1231 members 
Mstep: Class 6 contains 3464 members 
Mstep: Class 7 contains 219181 members 
Mstep: Class 8 contains 220613 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 35921 members 
Mstep: Class 11 contains 33189 members 
Mstep: Class 12 contains 153681 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 121032 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 209023 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 18 contains 93095 members 
Mstep: Class 19 contains 5210 members 
Mstep: Class 20 contains 114912 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 1424 members 
Mstep: Class 24 contains 15641 members 
Mstep: Class 25 contains 232126 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 1714 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 2504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90514688.000000 Penalty: 18461.955078
Iteration 52Q: 29 clusters Score -9.051469e+07 nChanged 49375
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 243470 members 
Mstep: Class 2 contains 7266 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 223467 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 7 contains 218601 members 
Mstep: Class 8 contains 224746 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 35873 members 
Mstep: Class 11 contains 32070 members 
Mstep: Class 12 contains 151783 members 
Mstep: Class 13 contains 3126 members 
Mstep: Class 14 contains 122174 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 218218 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 92806 members 
Mstep: Class 19 contains 5141 members 
Mstep: Class 20 contains 112072 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 1446 members 
Mstep: Class 24 contains 15645 members 
Mstep: Class 25 contains 239366 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 1709 members 
Mstep: Class 28 contains 4203 members 
Mstep: Class 29 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90500776.000000 Penalty: 18461.955078
Iteration 53Q: 29 clusters Score -9.050078e+07 nChanged 41558
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 240152 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 217143 members 
Mstep: Class 5 contains 1234 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 218127 members 
Mstep: Class 8 contains 228041 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 10 contains 35855 members 
Mstep: Class 11 contains 31378 members 
Mstep: Class 12 contains 150267 members 
Mstep: Class 13 contains 3119 members 
Mstep: Class 14 contains 123198 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 225391 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 18 contains 92507 members 
Mstep: Class 19 contains 5074 members 
Mstep: Class 20 contains 109281 members 
Mstep: Class 21 contains 1747 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 24 contains 15654 members 
Mstep: Class 25 contains 243292 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 1705 members 
Mstep: Class 28 contains 4240 members 
Mstep: Class 29 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90488136.000000 Penalty: 18461.955078
Iteration 54Q: 29 clusters Score -9.048814e+07 nChanged 35789
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 237065 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 213555 members 
Mstep: Class 5 contains 1234 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 217792 members 
Mstep: Class 8 contains 230070 members 
Mstep: Class 9 contains 878 members 
Mstep: Class 10 contains 35845 members 
Mstep: Class 11 contains 31022 members 
Mstep: Class 12 contains 149188 members 
Mstep: Class 13 contains 3115 members 
Mstep: Class 14 contains 123892 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 230292 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 92378 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 107082 members 
Mstep: Class 21 contains 1763 members 
Mstep: Class 22 contains 1488 members 
Mstep: Class 24 contains 15663 members 
Mstep: Class 25 contains 246450 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 1693 members 
Mstep: Class 28 contains 4275 members 
Mstep: Class 29 contains 2712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90478816.000000 Penalty: 18461.955078
Iteration 55Q: 29 clusters Score -9.047882e+07 nChanged 31238
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 234338 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 471 members 
Mstep: Class 4 contains 211527 members 
Mstep: Class 5 contains 1235 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 217546 members 
Mstep: Class 8 contains 231015 members 
Mstep: Class 9 contains 874 members 
Mstep: Class 10 contains 35841 members 
Mstep: Class 11 contains 30932 members 
Mstep: Class 12 contains 148341 members 
Mstep: Class 13 contains 3116 members 
Mstep: Class 14 contains 124054 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 233266 members 
Mstep: Class 17 contains 452 members 
Mstep: Class 18 contains 92380 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 105435 members 
Mstep: Class 21 contains 1782 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 24 contains 15662 members 
Mstep: Class 25 contains 249918 members 
Mstep: Class 26 contains 987 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 4302 members 
Mstep: Class 29 contains 2803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90471840.000000 Penalty: 18461.955078
Iteration 56Q: 29 clusters Score -9.047184e+07 nChanged 27625
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 231989 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 210785 members 
Mstep: Class 5 contains 1239 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 217385 members 
Mstep: Class 8 contains 230883 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 35852 members 
Mstep: Class 11 contains 31104 members 
Mstep: Class 12 contains 147716 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 123835 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 234736 members 
Mstep: Class 17 contains 457 members 
Mstep: Class 18 contains 92506 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 104079 members 
Mstep: Class 21 contains 1800 members 
Mstep: Class 22 contains 1534 members 
Mstep: Class 24 contains 15667 members 
Mstep: Class 25 contains 253668 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 1673 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 2889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90464752.000000 Penalty: 18461.955078
Iteration 57Q: 29 clusters Score -9.046475e+07 nChanged 24341
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 229810 members 
Mstep: Class 2 contains 7338 members 
Mstep: Class 3 contains 449 members 
Mstep: Class 4 contains 211412 members 
Mstep: Class 5 contains 1245 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 217275 members 
Mstep: Class 8 contains 230078 members 
Mstep: Class 9 contains 884 members 
Mstep: Class 10 contains 35856 members 
Mstep: Class 11 contains 31481 members 
Mstep: Class 12 contains 147236 members 
Mstep: Class 13 contains 3109 members 
Mstep: Class 14 contains 123393 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 235165 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 92653 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 103041 members 
Mstep: Class 21 contains 1819 members 
Mstep: Class 22 contains 1550 members 
Mstep: Class 24 contains 15668 members 
Mstep: Class 25 contains 257123 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 1669 members 
Mstep: Class 28 contains 4339 members 
Mstep: Class 29 contains 2974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90460784.000000 Penalty: 18461.955078
Iteration 58Q: 29 clusters Score -9.046078e+07 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 227726 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 213603 members 
Mstep: Class 5 contains 1251 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 217185 members 
Mstep: Class 8 contains 228900 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 35855 members 
Mstep: Class 11 contains 32006 members 
Mstep: Class 12 contains 146776 members 
Mstep: Class 13 contains 3106 members 
Mstep: Class 14 contains 122750 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 234823 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 92809 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 102140 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 24 contains 15673 members 
Mstep: Class 25 contains 259930 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 1653 members 
Mstep: Class 28 contains 4351 members 
Mstep: Class 29 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90458768.000000 Penalty: 18461.955078
Iteration 59Q: 29 clusters Score -9.045877e+07 nChanged 19603
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 225705 members 
Mstep: Class 2 contains 7354 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 217754 members 
Mstep: Class 5 contains 1252 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 217139 members 
Mstep: Class 8 contains 227431 members 
Mstep: Class 9 contains 971 members 
Mstep: Class 10 contains 35843 members 
Mstep: Class 11 contains 32702 members 
Mstep: Class 12 contains 146278 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 14 contains 121952 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 233484 members 
Mstep: Class 17 contains 478 members 
Mstep: Class 18 contains 92962 members 
Mstep: Class 19 contains 4990 members 
Mstep: Class 20 contains 101375 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 24 contains 15680 members 
Mstep: Class 25 contains 261870 members 
Mstep: Class 26 contains 991 members 
Mstep: Class 27 contains 1634 members 
Mstep: Class 28 contains 4361 members 
Mstep: Class 29 contains 3122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90468264.000000 Penalty: 18461.955078
Iteration 60F: 29 clusters Score -9.046826e+07 nChanged 24979
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 227971 members 
Mstep: Class 2 contains 7361 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 224367 members 
Mstep: Class 5 contains 1253 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 217041 members 
Mstep: Class 8 contains 225262 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 35810 members 
Mstep: Class 11 contains 32368 members 
Mstep: Class 12 contains 143101 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 122501 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 230875 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 18 contains 92899 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 100465 members 
Mstep: Class 21 contains 1992 members 
Mstep: Class 22 contains 1621 members 
Mstep: Class 24 contains 15691 members 
Mstep: Class 25 contains 261681 members 
Mstep: Class 26 contains 991 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 4361 members 
Mstep: Class 29 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90469648.000000 Penalty: 18461.955078
Iteration 61Q: 29 clusters Score -9.046965e+07 nChanged 26516
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 227156 members 
Mstep: Class 2 contains 7369 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 234784 members 
Mstep: Class 5 contains 1256 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 216932 members 
Mstep: Class 8 contains 223524 members 
Mstep: Class 9 contains 1086 members 
Mstep: Class 10 contains 35777 members 
Mstep: Class 11 contains 32294 members 
Mstep: Class 12 contains 141213 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 122602 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 227198 members 
Mstep: Class 17 contains 501 members 
Mstep: Class 18 contains 92765 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 99762 members 
Mstep: Class 21 contains 2114 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 24 contains 15787 members 
Mstep: Class 25 contains 260225 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 4361 members 
Mstep: Class 29 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 648.899414 but Gain 659.355469
Score: -90473688.000000 Penalty: 17802.599609
Iteration 62Q: 28 clusters Score -9.047369e+07 nChanged 30775
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 225054 members 
Mstep: Class 2 contains 7372 members 
Mstep: Class 4 contains 250350 members 
Mstep: Class 5 contains 1258 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 216774 members 
Mstep: Class 8 contains 221671 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 35769 members 
Mstep: Class 11 contains 32395 members 
Mstep: Class 12 contains 140149 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 122644 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 221801 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 92558 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 99248 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 24 contains 15869 members 
Mstep: Class 25 contains 256038 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 4360 members 
Mstep: Class 29 contains 3415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90478104.000000 Penalty: 17802.599609
Iteration 63Q: 28 clusters Score -9.04781e+07 nChanged 36216
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 222155 members 
Mstep: Class 2 contains 7375 members 
Mstep: Class 4 contains 269904 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 216632 members 
Mstep: Class 8 contains 219492 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 35770 members 
Mstep: Class 11 contains 32685 members 
Mstep: Class 12 contains 138982 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 14 contains 122967 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 215211 members 
Mstep: Class 17 contains 559 members 
Mstep: Class 18 contains 92346 members 
Mstep: Class 19 contains 4974 members 
Mstep: Class 20 contains 99257 members 
Mstep: Class 21 contains 2317 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 24 contains 15921 members 
Mstep: Class 25 contains 248867 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 4360 members 
Mstep: Class 29 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90478896.000000 Penalty: 17802.599609
Iteration 64Q: 28 clusters Score -9.04789e+07 nChanged 38458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 219096 members 
Mstep: Class 2 contains 7384 members 
Mstep: Class 4 contains 288068 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 216533 members 
Mstep: Class 8 contains 217577 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 35771 members 
Mstep: Class 11 contains 33114 members 
Mstep: Class 12 contains 138096 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 123247 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 208987 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 92127 members 
Mstep: Class 19 contains 5031 members 
Mstep: Class 20 contains 100176 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 24 contains 15956 members 
Mstep: Class 25 contains 241232 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 4361 members 
Mstep: Class 29 contains 3625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90479056.000000 Penalty: 17802.599609
Iteration 65Q: 28 clusters Score -9.047906e+07 nChanged 36002
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 216296 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 4 contains 298202 members 
Mstep: Class 5 contains 1266 members 
Mstep: Class 6 contains 1905 members 
Mstep: Class 7 contains 216448 members 
Mstep: Class 8 contains 216589 members 
Mstep: Class 9 contains 1441 members 
Mstep: Class 10 contains 35779 members 
Mstep: Class 11 contains 33638 members 
Mstep: Class 12 contains 137434 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 123095 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 205501 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 91918 members 
Mstep: Class 19 contains 5079 members 
Mstep: Class 20 contains 101862 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 24 contains 15972 members 
Mstep: Class 25 contains 236979 members 
Mstep: Class 26 contains 997 members 
Mstep: Class 27 contains 1558 members 
Mstep: Class 28 contains 4360 members 
Mstep: Class 29 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90480344.000000 Penalty: 17802.599609
Iteration 66Q: 28 clusters Score -9.048034e+07 nChanged 32541
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 214288 members 
Mstep: Class 2 contains 7397 members 
Mstep: Class 4 contains 299590 members 
Mstep: Class 5 contains 1268 members 
Mstep: Class 6 contains 1874 members 
Mstep: Class 7 contains 216368 members 
Mstep: Class 8 contains 216506 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 35783 members 
Mstep: Class 11 contains 34365 members 
Mstep: Class 12 contains 136766 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 122531 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 205225 members 
Mstep: Class 17 contains 611 members 
Mstep: Class 18 contains 91667 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 104009 members 
Mstep: Class 21 contains 2507 members 
Mstep: Class 22 contains 1685 members 
Mstep: Class 24 contains 15995 members 
Mstep: Class 25 contains 236381 members 
Mstep: Class 26 contains 997 members 
Mstep: Class 27 contains 1559 members 
Mstep: Class 28 contains 4363 members 
Mstep: Class 29 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90482352.000000 Penalty: 17802.599609
Iteration 67Q: 28 clusters Score -9.048235e+07 nChanged 28849
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 212794 members 
Mstep: Class 2 contains 7404 members 
Mstep: Class 4 contains 295660 members 
Mstep: Class 5 contains 1268 members 
Mstep: Class 6 contains 1865 members 
Mstep: Class 7 contains 216239 members 
Mstep: Class 8 contains 217109 members 
Mstep: Class 9 contains 1697 members 
Mstep: Class 10 contains 35794 members 
Mstep: Class 11 contains 35230 members 
Mstep: Class 12 contains 136177 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 121837 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 207116 members 
Mstep: Class 17 contains 621 members 
Mstep: Class 18 contains 91370 members 
Mstep: Class 19 contains 5086 members 
Mstep: Class 20 contains 105954 members 
Mstep: Class 21 contains 2535 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 24 contains 16010 members 
Mstep: Class 25 contains 237970 members 
Mstep: Class 26 contains 997 members 
Mstep: Class 27 contains 1555 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90483768.000000 Penalty: 17802.599609
Iteration 68Q: 28 clusters Score -9.048377e+07 nChanged 25577
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 211603 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 4 contains 289960 members 
Mstep: Class 5 contains 1268 members 
Mstep: Class 6 contains 1851 members 
Mstep: Class 7 contains 216127 members 
Mstep: Class 8 contains 217752 members 
Mstep: Class 9 contains 1899 members 
Mstep: Class 10 contains 35810 members 
Mstep: Class 11 contains 36184 members 
Mstep: Class 12 contains 135660 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 121309 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 209991 members 
Mstep: Class 17 contains 636 members 
Mstep: Class 18 contains 91082 members 
Mstep: Class 19 contains 5050 members 
Mstep: Class 20 contains 107466 members 
Mstep: Class 21 contains 2550 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 24 contains 16022 members 
Mstep: Class 25 contains 240088 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 1551 members 
Mstep: Class 28 contains 4362 members 
Mstep: Class 29 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90483688.000000 Penalty: 17802.599609
Iteration 69Q: 28 clusters Score -9.048369e+07 nChanged 23262
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210795 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 4 contains 284106 members 
Mstep: Class 5 contains 1269 members 
Mstep: Class 6 contains 1832 members 
Mstep: Class 7 contains 216026 members 
Mstep: Class 8 contains 218373 members 
Mstep: Class 9 contains 2134 members 
Mstep: Class 10 contains 35814 members 
Mstep: Class 11 contains 37242 members 
Mstep: Class 12 contains 135184 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 120880 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 213170 members 
Mstep: Class 17 contains 654 members 
Mstep: Class 18 contains 90780 members 
Mstep: Class 19 contains 4993 members 
Mstep: Class 20 contains 108539 members 
Mstep: Class 21 contains 2569 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 24 contains 16035 members 
Mstep: Class 25 contains 241900 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 1543 members 
Mstep: Class 28 contains 4358 members 
Mstep: Class 29 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90485056.000000 Penalty: 17802.599609
Iteration 70Q: 28 clusters Score -9.048506e+07 nChanged 21427
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210656 members 
Mstep: Class 2 contains 7438 members 
Mstep: Class 4 contains 279070 members 
Mstep: Class 5 contains 1270 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 215939 members 
Mstep: Class 8 contains 218662 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 35812 members 
Mstep: Class 11 contains 38216 members 
Mstep: Class 12 contains 134796 members 
Mstep: Class 13 contains 2818 members 
Mstep: Class 14 contains 120466 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 216218 members 
Mstep: Class 17 contains 668 members 
Mstep: Class 18 contains 90465 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 109191 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 1686 members 
Mstep: Class 24 contains 16040 members 
Mstep: Class 25 contains 243077 members 
Mstep: Class 26 contains 997 members 
Mstep: Class 27 contains 1546 members 
Mstep: Class 28 contains 4359 members 
Mstep: Class 29 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90484952.000000 Penalty: 17802.599609
Iteration 71Q: 28 clusters Score -9.048495e+07 nChanged 19977
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210753 members 
Mstep: Class 2 contains 7441 members 
Mstep: Class 4 contains 274687 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 215885 members 
Mstep: Class 8 contains 218657 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 35824 members 
Mstep: Class 11 contains 39161 members 
Mstep: Class 12 contains 134520 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 14 contains 120123 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 219190 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 90178 members 
Mstep: Class 19 contains 4917 members 
Mstep: Class 20 contains 109607 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 1685 members 
Mstep: Class 24 contains 16043 members 
Mstep: Class 25 contains 243705 members 
Mstep: Class 26 contains 997 members 
Mstep: Class 27 contains 1550 members 
Mstep: Class 28 contains 4361 members 
Mstep: Class 29 contains 3961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90486248.000000 Penalty: 17802.599609
Iteration 72Q: 28 clusters Score -9.048625e+07 nChanged 18827
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 211091 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 4 contains 271226 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 215836 members 
Mstep: Class 8 contains 218332 members 
Mstep: Class 9 contains 3020 members 
Mstep: Class 10 contains 35832 members 
Mstep: Class 11 contains 40093 members 
Mstep: Class 12 contains 134290 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 14 contains 119922 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 221725 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 89921 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 109819 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 1686 members 
Mstep: Class 24 contains 16047 members 
Mstep: Class 25 contains 243896 members 
Mstep: Class 26 contains 996 members 
Mstep: Class 27 contains 1552 members 
Mstep: Class 28 contains 4360 members 
Mstep: Class 29 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90486032.000000 Penalty: 17802.599609
Iteration 73Q: 28 clusters Score -9.048603e+07 nChanged 17927
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 211370 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 4 contains 268483 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1764 members 
Mstep: Class 7 contains 215793 members 
Mstep: Class 8 contains 217906 members 
Mstep: Class 9 contains 3367 members 
Mstep: Class 10 contains 35837 members 
Mstep: Class 11 contains 41021 members 
Mstep: Class 12 contains 134090 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 119630 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 223984 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 89674 members 
Mstep: Class 19 contains 4868 members 
Mstep: Class 20 contains 109964 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 24 contains 16044 members 
Mstep: Class 25 contains 243896 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 4358 members 
Mstep: Class 29 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90486488.000000 Penalty: 17802.599609
Iteration 74Q: 28 clusters Score -9.048649e+07 nChanged 17245
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 211545 members 
Mstep: Class 2 contains 7454 members 
Mstep: Class 4 contains 266434 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1757 members 
Mstep: Class 7 contains 215760 members 
Mstep: Class 8 contains 217493 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 35835 members 
Mstep: Class 11 contains 41943 members 
Mstep: Class 12 contains 133970 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 119308 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 225916 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 89481 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 109989 members 
Mstep: Class 21 contains 2589 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 24 contains 16044 members 
Mstep: Class 25 contains 243662 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1553 members 
Mstep: Class 28 contains 4356 members 
Mstep: Class 29 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90487328.000000 Penalty: 17802.599609
Iteration 75Q: 28 clusters Score -9.048733e+07 nChanged 16391
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 211688 members 
Mstep: Class 2 contains 7460 members 
Mstep: Class 4 contains 264781 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1753 members 
Mstep: Class 7 contains 215706 members 
Mstep: Class 8 contains 217005 members 
Mstep: Class 9 contains 4003 members 
Mstep: Class 10 contains 35831 members 
Mstep: Class 11 contains 42760 members 
Mstep: Class 12 contains 133894 members 
Mstep: Class 13 contains 2807 members 
Mstep: Class 14 contains 118920 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 227595 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 89319 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 20 contains 110038 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 24 contains 16047 members 
Mstep: Class 25 contains 243489 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1551 members 
Mstep: Class 28 contains 4352 members 
Mstep: Class 29 contains 3988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90487592.000000 Penalty: 17802.599609
Iteration 76Q: 28 clusters Score -9.048759e+07 nChanged 15863
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 211729 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 4 contains 263447 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1741 members 
Mstep: Class 7 contains 215678 members 
Mstep: Class 8 contains 216564 members 
Mstep: Class 9 contains 4296 members 
Mstep: Class 10 contains 35832 members 
Mstep: Class 11 contains 43508 members 
Mstep: Class 12 contains 133921 members 
Mstep: Class 13 contains 2809 members 
Mstep: Class 14 contains 118550 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 229013 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 89109 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 110080 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 24 contains 16046 members 
Mstep: Class 25 contains 243305 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 4349 members 
Mstep: Class 29 contains 3999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90488488.000000 Penalty: 17802.599609
Iteration 77Q: 28 clusters Score -9.048849e+07 nChanged 15509
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 211820 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 4 contains 262596 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 215633 members 
Mstep: Class 8 contains 216170 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 35833 members 
Mstep: Class 11 contains 44093 members 
Mstep: Class 12 contains 133924 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 118300 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 230139 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 88874 members 
Mstep: Class 19 contains 4829 members 
Mstep: Class 20 contains 110104 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 24 contains 16040 members 
Mstep: Class 25 contains 243009 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1545 members 
Mstep: Class 28 contains 4348 members 
Mstep: Class 29 contains 4001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90489800.000000 Penalty: 17802.599609
Iteration 78Q: 28 clusters Score -9.04898e+07 nChanged 15037
Entering ConstructFrom: 
Score: -90489800.000000 Penalty: 17802.599609
Entering ConstructFrom: 
Trying to split cluster 1 (211955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211955 members 
Entering Unmasked Estep 
Score: -10430251.000000 Penalty: 558.017883
	Iteration 0F: 2 clusters Score -1.043025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -10309416.000000 Penalty: 1116.035767
	Iteration 0F: 3 clusters Score -1.030942e+07 nChanged 104265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112021 members 
Mstep: Class 2 contains 99934 members 
Entering Unmasked Estep 
Score: -10382462.000000 Penalty: 1116.035767
	Iteration 1F: 3 clusters Score -1.038246e+07 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118447 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -10391631.000000 Penalty: 1116.035767
	Iteration 2F: 3 clusters Score -1.039163e+07 nChanged 16412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126323 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -10402719.000000 Penalty: 1116.035767
	Iteration 3F: 3 clusters Score -1.040272e+07 nChanged 16300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -10415505.000000 Penalty: 1116.035767
	Iteration 4F: 3 clusters Score -1.04155e+07 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141952 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -10427470.000000 Penalty: 1116.035767
	Iteration 5F: 3 clusters Score -1.042747e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147659 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -10433871.000000 Penalty: 1116.035767
	Iteration 6F: 3 clusters Score -1.043387e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -10435755.000000 Penalty: 1116.035767
	Iteration 7Q: 3 clusters Score -1.043576e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156617 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -10436155.000000 Penalty: 1116.035767
	Iteration 8Q: 3 clusters Score -1.043616e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161016 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -10436470.000000 Penalty: 1116.035767
	Iteration 9Q: 3 clusters Score -1.043647e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165558 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -10437247.000000 Penalty: 1116.035767
	Iteration 10Q: 3 clusters Score -1.043725e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170267 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -10437703.000000 Penalty: 1116.035767
	Iteration 11Q: 3 clusters Score -1.04377e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175211 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -10438045.000000 Penalty: 1116.035767
	Iteration 12Q: 3 clusters Score -1.043804e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180135 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -10438173.000000 Penalty: 1116.035767
	Iteration 13Q: 3 clusters Score -1.043817e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184791 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -10438113.000000 Penalty: 1116.035767
	Iteration 14Q: 3 clusters Score -1.043811e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189027 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -10437888.000000 Penalty: 1116.035767
	Iteration 15Q: 3 clusters Score -1.043789e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192895 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -10437781.000000 Penalty: 1116.035767
	Iteration 16Q: 3 clusters Score -1.043778e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196353 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -10437524.000000 Penalty: 1116.035767
	Iteration 17Q: 3 clusters Score -1.043752e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199297 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -10437245.000000 Penalty: 1116.035767
	Iteration 18Q: 3 clusters Score -1.043724e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201786 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -10436594.000000 Penalty: 1116.035767
	Iteration 19Q: 3 clusters Score -1.043659e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203827 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -10435964.000000 Penalty: 1116.035767
	Iteration 20F: 3 clusters Score -1.043596e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206027 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -10434767.000000 Penalty: 1116.035767
	Iteration 21Q: 3 clusters Score -1.043477e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207531 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -10433767.000000 Penalty: 1116.035767
	Iteration 22Q: 3 clusters Score -1.043377e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208535 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -10432985.000000 Penalty: 1116.035767
	Iteration 23Q: 3 clusters Score -1.043298e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209299 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -10432447.000000 Penalty: 1116.035767
	Iteration 24Q: 3 clusters Score -1.043245e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209810 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -10432031.000000 Penalty: 1116.035767
	Iteration 25Q: 3 clusters Score -1.043203e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210180 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10431730.000000 Penalty: 1116.035767
	Iteration 26Q: 3 clusters Score -1.043173e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210439 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -10431556.000000 Penalty: 1116.035767
	Iteration 27Q: 3 clusters Score -1.043156e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210630 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -10431437.000000 Penalty: 1116.035767
	Iteration 28Q: 3 clusters Score -1.043144e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210763 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10431334.000000 Penalty: 1116.035767
	Iteration 29Q: 3 clusters Score -1.043133e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210857 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10431230.000000 Penalty: 1116.035767
	Iteration 30Q: 3 clusters Score -1.043123e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210931 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10431129.000000 Penalty: 1116.035767
	Iteration 31Q: 3 clusters Score -1.043113e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210982 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10431047.000000 Penalty: 1116.035767
	Iteration 32Q: 3 clusters Score -1.043105e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211019 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10431002.000000 Penalty: 1116.035767
	Iteration 33Q: 3 clusters Score -1.0431e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211046 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10430988.000000 Penalty: 1116.035767
	Iteration 34Q: 3 clusters Score -1.043099e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211072 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10430944.000000 Penalty: 1116.035767
	Iteration 35Q: 3 clusters Score -1.043094e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211097 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10430922.000000 Penalty: 1116.035767
	Iteration 36Q: 3 clusters Score -1.043092e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211112 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10430918.000000 Penalty: 1116.035767
	Iteration 37Q: 3 clusters Score -1.043092e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211115 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10430922.000000 Penalty: 1116.035767
	Iteration 38Q: 3 clusters Score -1.043092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211112 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10430946.000000 Penalty: 1116.035767
	Iteration 39Q: 3 clusters Score -1.043095e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211097 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10430982.000000 Penalty: 1116.035767
	Iteration 40F: 3 clusters Score -1.043098e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211076 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10431013.000000 Penalty: 1116.035767
	Iteration 41Q: 3 clusters Score -1.043101e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211049 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10431063.000000 Penalty: 1116.035767
	Iteration 42Q: 3 clusters Score -1.043106e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211012 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10431102.000000 Penalty: 1116.035767
	Iteration 43Q: 3 clusters Score -1.04311e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210967 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10431189.000000 Penalty: 1116.035767
	Iteration 44Q: 3 clusters Score -1.043119e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210932 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10431245.000000 Penalty: 1116.035767
	Iteration 45Q: 3 clusters Score -1.043124e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210895 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10431302.000000 Penalty: 1116.035767
	Iteration 46Q: 3 clusters Score -1.04313e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210861 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10431383.000000 Penalty: 1116.035767
	Iteration 47Q: 3 clusters Score -1.043138e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210817 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10431453.000000 Penalty: 1116.035767
	Iteration 48Q: 3 clusters Score -1.043145e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210765 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10431517.000000 Penalty: 1116.035767
	Iteration 49Q: 3 clusters Score -1.043152e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210730 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10431552.000000 Penalty: 1116.035767
	Iteration 50Q: 3 clusters Score -1.043155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210702 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -10431558.000000 Penalty: 1116.035767
	Iteration 51Q: 3 clusters Score -1.043156e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210678 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10431567.000000 Penalty: 1116.035767
	Iteration 52Q: 3 clusters Score -1.043157e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210654 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -10431602.000000 Penalty: 1116.035767
	Iteration 53Q: 3 clusters Score -1.04316e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210630 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -10431625.000000 Penalty: 1116.035767
	Iteration 54Q: 3 clusters Score -1.043162e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210610 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -10431658.000000 Penalty: 1116.035767
	Iteration 55Q: 3 clusters Score -1.043166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210598 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10431663.000000 Penalty: 1116.035767
	Iteration 56Q: 3 clusters Score -1.043166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210593 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -10431678.000000 Penalty: 1116.035767
	Iteration 57Q: 3 clusters Score -1.043168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210592 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10431677.000000 Penalty: 1116.035767
	Iteration 58Q: 3 clusters Score -1.043168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210590 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10431670.000000 Penalty: 1116.035767
	Iteration 59Q: 3 clusters Score -1.043167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210589 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -10431682.000000 Penalty: 1116.035767
	Iteration 60F: 3 clusters Score -1.043168e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210556 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10431721.000000 Penalty: 1116.035767
	Iteration 61Q: 3 clusters Score -1.043172e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210534 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10431738.000000 Penalty: 1116.035767
	Iteration 62Q: 3 clusters Score -1.043174e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210510 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -10431785.000000 Penalty: 1116.035767
	Iteration 63Q: 3 clusters Score -1.043178e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210500 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -10431776.000000 Penalty: 1116.035767
	Iteration 64Q: 3 clusters Score -1.043178e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210484 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -10431778.000000 Penalty: 1116.035767
	Iteration 65Q: 3 clusters Score -1.043178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210473 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -10431789.000000 Penalty: 1116.035767
	Iteration 66Q: 3 clusters Score -1.043179e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210468 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -10431795.000000 Penalty: 1116.035767
	Iteration 67Q: 3 clusters Score -1.04318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210463 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -10431793.000000 Penalty: 1116.035767
	Iteration 68Q: 3 clusters Score -1.043179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210459 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -10431786.000000 Penalty: 1116.035767
	Iteration 69Q: 3 clusters Score -1.043179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210451 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10431775.000000 Penalty: 1116.035767
	Iteration 70Q: 3 clusters Score -1.043178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210444 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -10431776.000000 Penalty: 1116.035767
	Iteration 71Q: 3 clusters Score -1.043178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210434 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -10431796.000000 Penalty: 1116.035767
	Iteration 72Q: 3 clusters Score -1.04318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210421 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10431796.000000 Penalty: 1116.035767
	Iteration 73Q: 3 clusters Score -1.04318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210407 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -10431794.000000 Penalty: 1116.035767
	Iteration 74Q: 3 clusters Score -1.043179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210388 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10431802.000000 Penalty: 1116.035767
	Iteration 75Q: 3 clusters Score -1.04318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210374 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -10431805.000000 Penalty: 1116.035767
	Iteration 76Q: 3 clusters Score -1.04318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210361 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -10431808.000000 Penalty: 1116.035767
	Iteration 77Q: 3 clusters Score -1.043181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210355 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -10431800.000000 Penalty: 1116.035767
	Iteration 78Q: 3 clusters Score -1.04318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210343 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10431794.000000 Penalty: 1116.035767
	Iteration 79Q: 3 clusters Score -1.043179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210337 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -10431787.000000 Penalty: 1116.035767
	Iteration 80F: 3 clusters Score -1.043179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210335 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10431787.000000 Penalty: 1116.035767
	Iteration 81Q: 3 clusters Score -1.043179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210331 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -10431782.000000 Penalty: 1116.035767
	Iteration 82Q: 3 clusters Score -1.043178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210329 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -10431783.000000 Penalty: 1116.035767
	Iteration 83Q: 3 clusters Score -1.043178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210326 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -10431794.000000 Penalty: 1116.035767
	Iteration 84Q: 3 clusters Score -1.043179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210324 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -10431789.000000 Penalty: 1116.035767
	Iteration 85Q: 3 clusters Score -1.043179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -10431786.000000 Penalty: 1116.035767
	Iteration 86Q: 3 clusters Score -1.043179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -10431786.000000 Penalty: 1116.035767
	Iteration 87F: 3 clusters Score -1.043179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 262069 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 215755 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 231076 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 88638 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 110148 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 24 contains 16043 members 
Mstep: Class 25 contains 242599 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Entering Unmasked Estep 
Score: -90490392.000000 Penalty: 18461.955078
Splitting cluster 1 changes total score from -90489800.000000 to -90490392.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (7479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Entering Unmasked Estep 
Score: -358444.250000 Penalty: 405.853363
	Iteration 0F: 2 clusters Score -358444.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -353468.343750 Penalty: 811.706726
	Iteration 0F: 3 clusters Score -353468.3 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -355465.125000 Penalty: 811.706726
	Iteration 1F: 3 clusters Score -355465.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -355758.093750 Penalty: 811.706726
	Iteration 2F: 3 clusters Score -355758.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -356087.906250 Penalty: 811.706726
	Iteration 3F: 3 clusters Score -356087.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -356389.562500 Penalty: 811.706726
	Iteration 4F: 3 clusters Score -356389.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -356711.562500 Penalty: 811.706726
	Iteration 5F: 3 clusters Score -356711.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -357058.656250 Penalty: 811.706726
	Iteration 6F: 3 clusters Score -357058.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -357358.593750 Penalty: 811.706726
	Iteration 7F: 3 clusters Score -357358.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -357587.593750 Penalty: 811.706726
	Iteration 8Q: 3 clusters Score -357587.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -357728.687500 Penalty: 811.706726
	Iteration 9Q: 3 clusters Score -357728.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -357800.625000 Penalty: 811.706726
	Iteration 10Q: 3 clusters Score -357800.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -357848.531250 Penalty: 811.706726
	Iteration 11Q: 3 clusters Score -357848.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -357891.625000 Penalty: 811.706726
	Iteration 12Q: 3 clusters Score -357891.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -357914.593750 Penalty: 811.706726
	Iteration 13Q: 3 clusters Score -357914.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -357932.031250 Penalty: 811.706726
	Iteration 14Q: 3 clusters Score -357932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -357943.437500 Penalty: 811.706726
	Iteration 15Q: 3 clusters Score -357943.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -357952.687500 Penalty: 811.706726
	Iteration 16Q: 3 clusters Score -357952.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -357956.531250 Penalty: 811.706726
	Iteration 17Q: 3 clusters Score -357956.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -357959.812500 Penalty: 811.706726
	Iteration 18Q: 3 clusters Score -357959.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -357961.937500 Penalty: 811.706726
	Iteration 19Q: 3 clusters Score -357961.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -357966.468750 Penalty: 811.706726
	Iteration 20F: 3 clusters Score -357966.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -357973.562500 Penalty: 811.706726
	Iteration 21Q: 3 clusters Score -357973.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -357981.687500 Penalty: 811.706726
	Iteration 22Q: 3 clusters Score -357981.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -357990.125000 Penalty: 811.706726
	Iteration 23Q: 3 clusters Score -357990.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -357998.093750 Penalty: 811.706726
	Iteration 24Q: 3 clusters Score -357998.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -358004.031250 Penalty: 811.706726
	Iteration 25Q: 3 clusters Score -358004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -358006.312500 Penalty: 811.706726
	Iteration 26Q: 3 clusters Score -358006.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -358009.906250 Penalty: 811.706726
	Iteration 27Q: 3 clusters Score -358009.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -358015.375000 Penalty: 811.706726
	Iteration 28Q: 3 clusters Score -358015.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -358019.937500 Penalty: 811.706726
	Iteration 29Q: 3 clusters Score -358019.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -358025.750000 Penalty: 811.706726
	Iteration 30Q: 3 clusters Score -358025.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -358032.562500 Penalty: 811.706726
	Iteration 31Q: 3 clusters Score -358032.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -358037.187500 Penalty: 811.706726
	Iteration 32Q: 3 clusters Score -358037.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -358039.000000 Penalty: 811.706726
	Iteration 33Q: 3 clusters Score -358039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -358041.625000 Penalty: 811.706726
	Iteration 34Q: 3 clusters Score -358041.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -358045.343750 Penalty: 811.706726
	Iteration 35Q: 3 clusters Score -358045.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -358049.093750 Penalty: 811.706726
	Iteration 36Q: 3 clusters Score -358049.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -358053.531250 Penalty: 811.706726
	Iteration 37Q: 3 clusters Score -358053.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -358055.187500 Penalty: 811.706726
	Iteration 38Q: 3 clusters Score -358055.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -358056.437500 Penalty: 811.706726
	Iteration 39Q: 3 clusters Score -358056.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -358056.062500 Penalty: 811.706726
	Iteration 40F: 3 clusters Score -358056.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -358058.718750 Penalty: 811.706726
	Iteration 41Q: 3 clusters Score -358058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -358059.375000 Penalty: 811.706726
	Iteration 42Q: 3 clusters Score -358059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -358059.843750 Penalty: 811.706726
	Iteration 43Q: 3 clusters Score -358059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -358059.343750 Penalty: 811.706726
	Iteration 44Q: 3 clusters Score -358059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -358059.000000 Penalty: 811.706726
	Iteration 45Q: 3 clusters Score -358059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -358058.687500 Penalty: 811.706726
	Iteration 46Q: 3 clusters Score -358058.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -358060.250000 Penalty: 811.706726
	Iteration 47Q: 3 clusters Score -358060.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -358060.562500 Penalty: 811.706726
	Iteration 48Q: 3 clusters Score -358060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -358062.406250 Penalty: 811.706726
	Iteration 49Q: 3 clusters Score -358062.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -358063.062500 Penalty: 811.706726
	Iteration 50Q: 3 clusters Score -358063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -358062.250000 Penalty: 811.706726
	Iteration 51Q: 3 clusters Score -358062.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -358063.531250 Penalty: 811.706726
	Iteration 52Q: 3 clusters Score -358063.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -358064.812500 Penalty: 811.706726
	Iteration 53Q: 3 clusters Score -358064.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -358064.687500 Penalty: 811.706726
	Iteration 54Q: 3 clusters Score -358064.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -358064.093750 Penalty: 811.706726
	Iteration 55Q: 3 clusters Score -358064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -358064.500000 Penalty: 811.706726
	Iteration 56Q: 3 clusters Score -358064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -358065.125000 Penalty: 811.706726
	Iteration 57Q: 3 clusters Score -358065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -358064.906250 Penalty: 811.706726
	Iteration 58Q: 3 clusters Score -358064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -358064.843750 Penalty: 811.706726
	Iteration 59Q: 3 clusters Score -358064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -358064.812500 Penalty: 811.706726
	Iteration 60F: 3 clusters Score -358064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -358065.468750 Penalty: 811.706726
	Iteration 61Q: 3 clusters Score -358065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -358065.656250 Penalty: 811.706726
	Iteration 62Q: 3 clusters Score -358065.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -358065.156250 Penalty: 811.706726
	Iteration 63Q: 3 clusters Score -358065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -358065.593750 Penalty: 811.706726
	Iteration 64Q: 3 clusters Score -358065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -358066.343750 Penalty: 811.706726
	Iteration 65Q: 3 clusters Score -358066.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -358065.968750 Penalty: 811.706726
	Iteration 66Q: 3 clusters Score -358066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -358065.968750 Penalty: 811.706726
	Iteration 67F: 3 clusters Score -358066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (262069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262069 members 
Entering Unmasked Estep 
Score: -12769910.000000 Penalty: 567.674500
	Iteration 0F: 2 clusters Score -1.276991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131184 members 
Mstep: Class 2 contains 130885 members 
Entering Unmasked Estep 
Score: -12621075.000000 Penalty: 1135.348999
	Iteration 0F: 3 clusters Score -1.262108e+07 nChanged 129834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141852 members 
Mstep: Class 2 contains 120217 members 
Entering Unmasked Estep 
Score: -12701236.000000 Penalty: 1135.348999
	Iteration 1F: 3 clusters Score -1.270124e+07 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151404 members 
Mstep: Class 2 contains 110665 members 
Entering Unmasked Estep 
Score: -12706129.000000 Penalty: 1135.348999
	Iteration 2Q: 3 clusters Score -1.270613e+07 nChanged 16271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165283 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
Score: -12715113.000000 Penalty: 1135.348999
	Iteration 3F: 3 clusters Score -1.271511e+07 nChanged 20498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183647 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -12728480.000000 Penalty: 1135.348999
	Iteration 4F: 3 clusters Score -1.272848e+07 nChanged 22699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204936 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -12744512.000000 Penalty: 1135.348999
	Iteration 5F: 3 clusters Score -1.274451e+07 nChanged 20208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224346 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -12759067.000000 Penalty: 1135.348999
	Iteration 6F: 3 clusters Score -1.275907e+07 nChanged 13517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237093 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -12765220.000000 Penalty: 1135.348999
	Iteration 7F: 3 clusters Score -1.276522e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244251 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -12768698.000000 Penalty: 1135.348999
	Iteration 8Q: 3 clusters Score -1.27687e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247776 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -12771162.000000 Penalty: 1135.348999
	Iteration 9Q: 3 clusters Score -1.277116e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249247 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -12772755.000000 Penalty: 1135.348999
	Iteration 10Q: 3 clusters Score -1.277276e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250053 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -12773488.000000 Penalty: 1135.348999
	Iteration 11Q: 3 clusters Score -1.277349e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250682 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -12773999.000000 Penalty: 1135.348999
	Iteration 12Q: 3 clusters Score -1.2774e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251149 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -12774470.000000 Penalty: 1135.348999
	Iteration 13Q: 3 clusters Score -1.277447e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251495 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -12774796.000000 Penalty: 1135.348999
	Iteration 14Q: 3 clusters Score -1.27748e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251683 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -12775019.000000 Penalty: 1135.348999
	Iteration 15Q: 3 clusters Score -1.277502e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251829 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -12775295.000000 Penalty: 1135.348999
	Iteration 16Q: 3 clusters Score -1.27753e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251937 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -12775508.000000 Penalty: 1135.348999
	Iteration 17Q: 3 clusters Score -1.277551e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252005 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -12775735.000000 Penalty: 1135.348999
	Iteration 18Q: 3 clusters Score -1.277574e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252066 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -12775847.000000 Penalty: 1135.348999
	Iteration 19Q: 3 clusters Score -1.277585e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252116 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -12776034.000000 Penalty: 1135.348999
	Iteration 20F: 3 clusters Score -1.277603e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252128 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -12776209.000000 Penalty: 1135.348999
	Iteration 21Q: 3 clusters Score -1.277621e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252138 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -12776435.000000 Penalty: 1135.348999
	Iteration 22Q: 3 clusters Score -1.277644e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252146 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -12776614.000000 Penalty: 1135.348999
	Iteration 23Q: 3 clusters Score -1.277661e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252138 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -12776794.000000 Penalty: 1135.348999
	Iteration 24Q: 3 clusters Score -1.277679e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252130 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -12776942.000000 Penalty: 1135.348999
	Iteration 25Q: 3 clusters Score -1.277694e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252127 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -12777084.000000 Penalty: 1135.348999
	Iteration 26Q: 3 clusters Score -1.277708e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252126 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -12777193.000000 Penalty: 1135.348999
	Iteration 27Q: 3 clusters Score -1.277719e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252150 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -12777352.000000 Penalty: 1135.348999
	Iteration 28Q: 3 clusters Score -1.277735e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252155 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -12777473.000000 Penalty: 1135.348999
	Iteration 29Q: 3 clusters Score -1.277747e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252163 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -12777591.000000 Penalty: 1135.348999
	Iteration 30Q: 3 clusters Score -1.277759e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252171 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -12777713.000000 Penalty: 1135.348999
	Iteration 31Q: 3 clusters Score -1.277771e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252175 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -12777781.000000 Penalty: 1135.348999
	Iteration 32Q: 3 clusters Score -1.277778e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252200 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -12777819.000000 Penalty: 1135.348999
	Iteration 33Q: 3 clusters Score -1.277782e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252222 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -12777868.000000 Penalty: 1135.348999
	Iteration 34Q: 3 clusters Score -1.277787e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252236 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -12777912.000000 Penalty: 1135.348999
	Iteration 35Q: 3 clusters Score -1.277791e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252243 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -12777966.000000 Penalty: 1135.348999
	Iteration 36Q: 3 clusters Score -1.277797e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252269 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -12777976.000000 Penalty: 1135.348999
	Iteration 37Q: 3 clusters Score -1.277798e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252297 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -12778023.000000 Penalty: 1135.348999
	Iteration 38Q: 3 clusters Score -1.277802e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252345 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -12778068.000000 Penalty: 1135.348999
	Iteration 39Q: 3 clusters Score -1.277807e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252394 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -12778043.000000 Penalty: 1135.348999
	Iteration 40F: 3 clusters Score -1.277804e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252443 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -12778021.000000 Penalty: 1135.348999
	Iteration 41Q: 3 clusters Score -1.277802e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252497 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -12778028.000000 Penalty: 1135.348999
	Iteration 42Q: 3 clusters Score -1.277803e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252548 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -12777999.000000 Penalty: 1135.348999
	Iteration 43Q: 3 clusters Score -1.2778e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252591 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -12777986.000000 Penalty: 1135.348999
	Iteration 44Q: 3 clusters Score -1.277799e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252637 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -12777991.000000 Penalty: 1135.348999
	Iteration 45Q: 3 clusters Score -1.277799e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252668 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -12777996.000000 Penalty: 1135.348999
	Iteration 46Q: 3 clusters Score -1.2778e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252706 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -12777988.000000 Penalty: 1135.348999
	Iteration 47Q: 3 clusters Score -1.277799e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252750 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -12778004.000000 Penalty: 1135.348999
	Iteration 48Q: 3 clusters Score -1.2778e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252793 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -12778011.000000 Penalty: 1135.348999
	Iteration 49Q: 3 clusters Score -1.277801e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252843 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -12777997.000000 Penalty: 1135.348999
	Iteration 50Q: 3 clusters Score -1.2778e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252890 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -12777992.000000 Penalty: 1135.348999
	Iteration 51Q: 3 clusters Score -1.277799e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252919 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -12777994.000000 Penalty: 1135.348999
	Iteration 52Q: 3 clusters Score -1.277799e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252941 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -12778009.000000 Penalty: 1135.348999
	Iteration 53Q: 3 clusters Score -1.277801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252957 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -12778009.000000 Penalty: 1135.348999
	Iteration 54Q: 3 clusters Score -1.277801e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252974 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -12778003.000000 Penalty: 1135.348999
	Iteration 55Q: 3 clusters Score -1.2778e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252985 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -12778002.000000 Penalty: 1135.348999
	Iteration 56Q: 3 clusters Score -1.2778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252991 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -12777995.000000 Penalty: 1135.348999
	Iteration 57Q: 3 clusters Score -1.2778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252993 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -12778013.000000 Penalty: 1135.348999
	Iteration 58Q: 3 clusters Score -1.277801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252994 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -12778018.000000 Penalty: 1135.348999
	Iteration 59Q: 3 clusters Score -1.277802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252995 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -12778025.000000 Penalty: 1135.348999
	Iteration 60F: 3 clusters Score -1.277802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252995 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -12778025.000000 Penalty: 1135.348999
	Iteration 61Q: 3 clusters Score -1.277802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252995 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -12778022.000000 Penalty: 1135.348999
	Iteration 62Q: 3 clusters Score -1.277802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252996 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -12778033.000000 Penalty: 1135.348999
	Iteration 63Q: 3 clusters Score -1.277803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253002 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -12778029.000000 Penalty: 1135.348999
	Iteration 64Q: 3 clusters Score -1.277803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253008 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -12778015.000000 Penalty: 1135.348999
	Iteration 65Q: 3 clusters Score -1.277802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253010 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -12778013.000000 Penalty: 1135.348999
	Iteration 66Q: 3 clusters Score -1.277801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253010 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -12778011.000000 Penalty: 1135.348999
	Iteration 67Q: 3 clusters Score -1.277801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253021 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -12778021.000000 Penalty: 1135.348999
	Iteration 68Q: 3 clusters Score -1.277802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253030 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -12778009.000000 Penalty: 1135.348999
	Iteration 69Q: 3 clusters Score -1.277801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253039 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -12778020.000000 Penalty: 1135.348999
	Iteration 70Q: 3 clusters Score -1.277802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253050 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -12778013.000000 Penalty: 1135.348999
	Iteration 71Q: 3 clusters Score -1.277801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253065 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -12778008.000000 Penalty: 1135.348999
	Iteration 72Q: 3 clusters Score -1.277801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253076 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -12778016.000000 Penalty: 1135.348999
	Iteration 73Q: 3 clusters Score -1.277802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253076 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -12778013.000000 Penalty: 1135.348999
	Iteration 74Q: 3 clusters Score -1.277801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253076 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -12778011.000000 Penalty: 1135.348999
	Iteration 75Q: 3 clusters Score -1.277801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253075 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -12778011.000000 Penalty: 1135.348999
	Iteration 76Q: 3 clusters Score -1.277801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253076 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -12777997.000000 Penalty: 1135.348999
	Iteration 77Q: 3 clusters Score -1.2778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253077 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -12777991.000000 Penalty: 1135.348999
	Iteration 78Q: 3 clusters Score -1.277799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253077 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -12777991.000000 Penalty: 1135.348999
	Iteration 79F: 3 clusters Score -1.277799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 253077 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 215755 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 231076 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 88638 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 110148 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 16043 members 
Mstep: Class 25 contains 242599 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Entering Unmasked Estep 
Score: -90497224.000000 Penalty: 19121.310547
Splitting cluster 4 changes total score from -90489800.000000 to -90497224.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -58761.367188 Penalty: 325.285492
	Iteration 0F: 2 clusters Score -58761.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -57798.707031 Penalty: 650.570984
	Iteration 0F: 3 clusters Score -57798.71 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -58120.132812 Penalty: 650.570984
	Iteration 1F: 3 clusters Score -58120.13 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -58166.507812 Penalty: 650.570984
	Iteration 2F: 3 clusters Score -58166.51 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -58197.644531 Penalty: 650.570984
	Iteration 3Q: 3 clusters Score -58197.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -58220.671875 Penalty: 650.570984
	Iteration 4Q: 3 clusters Score -58220.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -58243.011719 Penalty: 650.570984
	Iteration 5Q: 3 clusters Score -58243.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -58282.550781 Penalty: 650.570984
	Iteration 6Q: 3 clusters Score -58282.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -58325.945312 Penalty: 650.570984
	Iteration 7Q: 3 clusters Score -58325.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -58362.863281 Penalty: 650.570984
	Iteration 8Q: 3 clusters Score -58362.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -58392.789062 Penalty: 650.570984
	Iteration 9Q: 3 clusters Score -58392.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -58413.828125 Penalty: 650.570984
	Iteration 10Q: 3 clusters Score -58413.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -58433.171875 Penalty: 650.570984
	Iteration 11Q: 3 clusters Score -58433.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -58446.179688 Penalty: 650.570984
	Iteration 12Q: 3 clusters Score -58446.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -58455.183594 Penalty: 650.570984
	Iteration 13Q: 3 clusters Score -58455.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -58463.308594 Penalty: 650.570984
	Iteration 14Q: 3 clusters Score -58463.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -58473.312500 Penalty: 650.570984
	Iteration 15Q: 3 clusters Score -58473.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -58476.214844 Penalty: 650.570984
	Iteration 16Q: 3 clusters Score -58476.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -58478.289062 Penalty: 650.570984
	Iteration 17Q: 3 clusters Score -58478.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -58480.218750 Penalty: 650.570984
	Iteration 18Q: 3 clusters Score -58480.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -58483.449219 Penalty: 650.570984
	Iteration 19Q: 3 clusters Score -58483.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -58485.972656 Penalty: 650.570984
	Iteration 20F: 3 clusters Score -58485.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -58487.566406 Penalty: 650.570984
	Iteration 21Q: 3 clusters Score -58487.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -58489.082031 Penalty: 650.570984
	Iteration 22Q: 3 clusters Score -58489.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -58490.644531 Penalty: 650.570984
	Iteration 23Q: 3 clusters Score -58490.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -58492.945312 Penalty: 650.570984
	Iteration 24Q: 3 clusters Score -58492.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -58495.648438 Penalty: 650.570984
	Iteration 25Q: 3 clusters Score -58495.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -58498.796875 Penalty: 650.570984
	Iteration 26Q: 3 clusters Score -58498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -58500.691406 Penalty: 650.570984
	Iteration 27Q: 3 clusters Score -58500.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -58502.546875 Penalty: 650.570984
	Iteration 28Q: 3 clusters Score -58502.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -58506.406250 Penalty: 650.570984
	Iteration 29Q: 3 clusters Score -58506.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -58509.800781 Penalty: 650.570984
	Iteration 30Q: 3 clusters Score -58509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -58516.468750 Penalty: 650.570984
	Iteration 31Q: 3 clusters Score -58516.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -58524.410156 Penalty: 650.570984
	Iteration 32Q: 3 clusters Score -58524.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -58529.410156 Penalty: 650.570984
	Iteration 33Q: 3 clusters Score -58529.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -58530.843750 Penalty: 650.570984
	Iteration 34Q: 3 clusters Score -58530.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -58532.769531 Penalty: 650.570984
	Iteration 35Q: 3 clusters Score -58532.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -58534.382812 Penalty: 650.570984
	Iteration 36Q: 3 clusters Score -58534.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -58534.570312 Penalty: 650.570984
	Iteration 37Q: 3 clusters Score -58534.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -58534.570312 Penalty: 650.570984
	Iteration 38F: 3 clusters Score -58534.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -86412.562500 Penalty: 339.163422
	Iteration 0F: 2 clusters Score -86412.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -85165.648438 Penalty: 678.326843
	Iteration 0F: 3 clusters Score -85165.65 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -85513.953125 Penalty: 678.326843
	Iteration 1F: 3 clusters Score -85513.95 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -85551.765625 Penalty: 678.326843
	Iteration 2F: 3 clusters Score -85551.77 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -85581.718750 Penalty: 678.326843
	Iteration 3Q: 3 clusters Score -85581.72 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -85613.242188 Penalty: 678.326843
	Iteration 4Q: 3 clusters Score -85613.24 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -85634.953125 Penalty: 678.326843
	Iteration 5Q: 3 clusters Score -85634.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -85657.046875 Penalty: 678.326843
	Iteration 6Q: 3 clusters Score -85657.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -85689.273438 Penalty: 678.326843
	Iteration 7Q: 3 clusters Score -85689.27 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -85732.750000 Penalty: 678.326843
	Iteration 8Q: 3 clusters Score -85732.75 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -85793.148438 Penalty: 678.326843
	Iteration 9Q: 3 clusters Score -85793.15 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -85861.195312 Penalty: 678.326843
	Iteration 10F: 3 clusters Score -85861.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -85927.671875 Penalty: 678.326843
	Iteration 11Q: 3 clusters Score -85927.67 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -85993.914062 Penalty: 678.326843
	Iteration 12Q: 3 clusters Score -85993.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -86044.734375 Penalty: 678.326843
	Iteration 13Q: 3 clusters Score -86044.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -86076.687500 Penalty: 678.326843
	Iteration 14Q: 3 clusters Score -86076.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -86093.429688 Penalty: 678.326843
	Iteration 15Q: 3 clusters Score -86093.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -86096.265625 Penalty: 678.326843
	Iteration 16Q: 3 clusters Score -86096.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -86097.054688 Penalty: 678.326843
	Iteration 17Q: 3 clusters Score -86097.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -86097.125000 Penalty: 678.326843
	Iteration 18Q: 3 clusters Score -86097.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -86097.125000 Penalty: 678.326843
	Iteration 19F: 3 clusters Score -86097.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (215605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215605 members 
Entering Unmasked Estep 
Score: -10148630.000000 Penalty: 558.794739
	Iteration 0F: 2 clusters Score -1.014863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 108185 members 
Entering Unmasked Estep 
Score: -10003981.000000 Penalty: 1117.589478
	Iteration 0F: 3 clusters Score -1.000398e+07 nChanged 106229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 126744 members 
Entering Unmasked Estep 
Score: -10070322.000000 Penalty: 1117.589478
	Iteration 1F: 3 clusters Score -1.007032e+07 nChanged 11908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 138388 members 
Entering Unmasked Estep 
Score: -10076424.000000 Penalty: 1117.589478
	Iteration 2F: 3 clusters Score -1.007642e+07 nChanged 17518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 155846 members 
Entering Unmasked Estep 
Score: -10088851.000000 Penalty: 1117.589478
	Iteration 3F: 3 clusters Score -1.008885e+07 nChanged 22567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 178403 members 
Entering Unmasked Estep 
Score: -10109992.000000 Penalty: 1117.589478
	Iteration 4F: 3 clusters Score -1.010999e+07 nChanged 21015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 199418 members 
Entering Unmasked Estep 
Score: -10132336.000000 Penalty: 1117.589478
	Iteration 5F: 3 clusters Score -1.013234e+07 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 211144 members 
Entering Unmasked Estep 
Score: -10144661.000000 Penalty: 1117.589478
	Iteration 6F: 3 clusters Score -1.014466e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 214596 members 
Entering Unmasked Estep 
Score: -10147466.000000 Penalty: 1117.589478
	Iteration 7Q: 3 clusters Score -1.014747e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 215337 members 
Entering Unmasked Estep 
Score: -10148023.000000 Penalty: 1117.589478
	Iteration 8Q: 3 clusters Score -1.014802e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 215468 members 
Entering Unmasked Estep 
Score: -10148105.000000 Penalty: 1117.589478
	Iteration 9Q: 3 clusters Score -1.01481e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 215507 members 
Entering Unmasked Estep 
Score: -10148153.000000 Penalty: 1117.589478
	Iteration 10Q: 3 clusters Score -1.014815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 215518 members 
Entering Unmasked Estep 
Score: -10148163.000000 Penalty: 1117.589478
	Iteration 11Q: 3 clusters Score -1.014816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 215522 members 
Entering Unmasked Estep 
Score: -10148168.000000 Penalty: 1117.589478
	Iteration 12Q: 3 clusters Score -1.014817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 215523 members 
Entering Unmasked Estep 
Score: -10148178.000000 Penalty: 1117.589478
	Iteration 13Q: 3 clusters Score -1.014818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 215524 members 
Entering Unmasked Estep 
Score: -10148180.000000 Penalty: 1117.589478
	Iteration 14Q: 3 clusters Score -1.014818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 215529 members 
Entering Unmasked Estep 
Score: -10148190.000000 Penalty: 1117.589478
	Iteration 15Q: 3 clusters Score -1.014819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 215531 members 
Entering Unmasked Estep 
Score: -10148189.000000 Penalty: 1117.589478
	Iteration 16Q: 3 clusters Score -1.014819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 215530 members 
Entering Unmasked Estep 
Score: -10148192.000000 Penalty: 1117.589478
	Iteration 17Q: 3 clusters Score -1.014819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 215530 members 
Entering Unmasked Estep 
Score: -10148192.000000 Penalty: 1117.589478
	Iteration 18F: 3 clusters Score -1.014819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (215755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215755 members 
Entering Unmasked Estep 
Score: -10397356.000000 Penalty: 558.826355
	Iteration 0F: 2 clusters Score -1.039736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107802 members 
Mstep: Class 2 contains 107953 members 
Entering Unmasked Estep 
Score: -10254186.000000 Penalty: 1117.652710
	Iteration 0F: 3 clusters Score -1.025419e+07 nChanged 106250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112450 members 
Mstep: Class 2 contains 103305 members 
Entering Unmasked Estep 
Score: -10328347.000000 Penalty: 1117.652710
	Iteration 1F: 3 clusters Score -1.032835e+07 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115049 members 
Mstep: Class 2 contains 100706 members 
Entering Unmasked Estep 
Score: -10336918.000000 Penalty: 1117.652710
	Iteration 2F: 3 clusters Score -1.033692e+07 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 97274 members 
Entering Unmasked Estep 
Score: -10348866.000000 Penalty: 1117.652710
	Iteration 3F: 3 clusters Score -1.034887e+07 nChanged 16461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121872 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -10362433.000000 Penalty: 1117.652710
	Iteration 4F: 3 clusters Score -1.036243e+07 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124453 members 
Mstep: Class 2 contains 91302 members 
Entering Unmasked Estep 
Score: -10372401.000000 Penalty: 1117.652710
	Iteration 5F: 3 clusters Score -1.03724e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126262 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -10376583.000000 Penalty: 1117.652710
	Iteration 6Q: 3 clusters Score -1.037658e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127632 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -10378705.000000 Penalty: 1117.652710
	Iteration 7Q: 3 clusters Score -1.03787e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128749 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -10380036.000000 Penalty: 1117.652710
	Iteration 8Q: 3 clusters Score -1.038004e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129701 members 
Mstep: Class 2 contains 86054 members 
Entering Unmasked Estep 
Score: -10381177.000000 Penalty: 1117.652710
	Iteration 9Q: 3 clusters Score -1.038118e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130551 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -10382038.000000 Penalty: 1117.652710
	Iteration 10Q: 3 clusters Score -1.038204e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131315 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -10382701.000000 Penalty: 1117.652710
	Iteration 11Q: 3 clusters Score -1.03827e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131953 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -10383368.000000 Penalty: 1117.652710
	Iteration 12Q: 3 clusters Score -1.038337e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132526 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -10383825.000000 Penalty: 1117.652710
	Iteration 13Q: 3 clusters Score -1.038382e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133022 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -10384153.000000 Penalty: 1117.652710
	Iteration 14Q: 3 clusters Score -1.038415e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133519 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -10384424.000000 Penalty: 1117.652710
	Iteration 15Q: 3 clusters Score -1.038442e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133969 members 
Mstep: Class 2 contains 81786 members 
Entering Unmasked Estep 
Score: -10384631.000000 Penalty: 1117.652710
	Iteration 16Q: 3 clusters Score -1.038463e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134366 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -10384827.000000 Penalty: 1117.652710
	Iteration 17Q: 3 clusters Score -1.038483e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134747 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -10385015.000000 Penalty: 1117.652710
	Iteration 18Q: 3 clusters Score -1.038502e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135105 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -10385184.000000 Penalty: 1117.652710
	Iteration 19Q: 3 clusters Score -1.038518e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135450 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -10385284.000000 Penalty: 1117.652710
	Iteration 20F: 3 clusters Score -1.038528e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135761 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -10385405.000000 Penalty: 1117.652710
	Iteration 21Q: 3 clusters Score -1.03854e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136115 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -10385504.000000 Penalty: 1117.652710
	Iteration 22Q: 3 clusters Score -1.03855e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136492 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -10385703.000000 Penalty: 1117.652710
	Iteration 23Q: 3 clusters Score -1.03857e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136903 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -10385851.000000 Penalty: 1117.652710
	Iteration 24Q: 3 clusters Score -1.038585e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137295 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -10385942.000000 Penalty: 1117.652710
	Iteration 25Q: 3 clusters Score -1.038594e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137663 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -10386070.000000 Penalty: 1117.652710
	Iteration 26Q: 3 clusters Score -1.038607e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138030 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -10386242.000000 Penalty: 1117.652710
	Iteration 27Q: 3 clusters Score -1.038624e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138407 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -10386352.000000 Penalty: 1117.652710
	Iteration 28Q: 3 clusters Score -1.038635e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138781 members 
Mstep: Class 2 contains 76974 members 
Entering Unmasked Estep 
Score: -10386453.000000 Penalty: 1117.652710
	Iteration 29Q: 3 clusters Score -1.038645e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139197 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -10386562.000000 Penalty: 1117.652710
	Iteration 30Q: 3 clusters Score -1.038656e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139623 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -10386706.000000 Penalty: 1117.652710
	Iteration 31Q: 3 clusters Score -1.038671e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140056 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -10386817.000000 Penalty: 1117.652710
	Iteration 32Q: 3 clusters Score -1.038682e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140459 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -10387020.000000 Penalty: 1117.652710
	Iteration 33Q: 3 clusters Score -1.038702e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140862 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -10387148.000000 Penalty: 1117.652710
	Iteration 34Q: 3 clusters Score -1.038715e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141283 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -10387254.000000 Penalty: 1117.652710
	Iteration 35Q: 3 clusters Score -1.038725e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
Score: -10387362.000000 Penalty: 1117.652710
	Iteration 36Q: 3 clusters Score -1.038736e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142099 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -10387504.000000 Penalty: 1117.652710
	Iteration 37Q: 3 clusters Score -1.03875e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -10387637.000000 Penalty: 1117.652710
	Iteration 38Q: 3 clusters Score -1.038764e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142878 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -10387812.000000 Penalty: 1117.652710
	Iteration 39Q: 3 clusters Score -1.038781e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143293 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -10387911.000000 Penalty: 1117.652710
	Iteration 40F: 3 clusters Score -1.038791e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143667 members 
Mstep: Class 2 contains 72088 members 
Entering Unmasked Estep 
Score: -10388039.000000 Penalty: 1117.652710
	Iteration 41Q: 3 clusters Score -1.038804e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144035 members 
Mstep: Class 2 contains 71720 members 
Entering Unmasked Estep 
Score: -10388211.000000 Penalty: 1117.652710
	Iteration 42Q: 3 clusters Score -1.038821e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -10388313.000000 Penalty: 1117.652710
	Iteration 43Q: 3 clusters Score -1.038831e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144777 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -10388521.000000 Penalty: 1117.652710
	Iteration 44Q: 3 clusters Score -1.038852e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145170 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -10388718.000000 Penalty: 1117.652710
	Iteration 45Q: 3 clusters Score -1.038872e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145532 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -10388894.000000 Penalty: 1117.652710
	Iteration 46Q: 3 clusters Score -1.038889e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145894 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -10389105.000000 Penalty: 1117.652710
	Iteration 47Q: 3 clusters Score -1.03891e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146256 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -10389280.000000 Penalty: 1117.652710
	Iteration 48Q: 3 clusters Score -1.038928e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146557 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -10389406.000000 Penalty: 1117.652710
	Iteration 49Q: 3 clusters Score -1.038941e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146867 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -10389541.000000 Penalty: 1117.652710
	Iteration 50Q: 3 clusters Score -1.038954e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147200 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -10389811.000000 Penalty: 1117.652710
	Iteration 51Q: 3 clusters Score -1.038981e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147515 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -10390014.000000 Penalty: 1117.652710
	Iteration 52Q: 3 clusters Score -1.039001e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147810 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -10390247.000000 Penalty: 1117.652710
	Iteration 53Q: 3 clusters Score -1.039025e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148118 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -10390374.000000 Penalty: 1117.652710
	Iteration 54Q: 3 clusters Score -1.039037e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148360 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -10390502.000000 Penalty: 1117.652710
	Iteration 55Q: 3 clusters Score -1.03905e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148599 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -10390682.000000 Penalty: 1117.652710
	Iteration 56Q: 3 clusters Score -1.039068e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148851 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -10390888.000000 Penalty: 1117.652710
	Iteration 57Q: 3 clusters Score -1.039089e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149117 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -10391092.000000 Penalty: 1117.652710
	Iteration 58Q: 3 clusters Score -1.039109e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149370 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -10391188.000000 Penalty: 1117.652710
	Iteration 59Q: 3 clusters Score -1.039119e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149604 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -10391306.000000 Penalty: 1117.652710
	Iteration 60F: 3 clusters Score -1.039131e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -10391460.000000 Penalty: 1117.652710
	Iteration 61Q: 3 clusters Score -1.039146e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -10391602.000000 Penalty: 1117.652710
	Iteration 62Q: 3 clusters Score -1.03916e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150304 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -10391738.000000 Penalty: 1117.652710
	Iteration 63Q: 3 clusters Score -1.039174e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150568 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -10391809.000000 Penalty: 1117.652710
	Iteration 64Q: 3 clusters Score -1.039181e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150859 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -10391879.000000 Penalty: 1117.652710
	Iteration 65Q: 3 clusters Score -1.039188e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151176 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -10391928.000000 Penalty: 1117.652710
	Iteration 66Q: 3 clusters Score -1.039193e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151426 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -10391973.000000 Penalty: 1117.652710
	Iteration 67Q: 3 clusters Score -1.039197e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151683 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -10392024.000000 Penalty: 1117.652710
	Iteration 68Q: 3 clusters Score -1.039202e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151926 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -10392051.000000 Penalty: 1117.652710
	Iteration 69Q: 3 clusters Score -1.039205e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152147 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -10392080.000000 Penalty: 1117.652710
	Iteration 70Q: 3 clusters Score -1.039208e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152376 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -10392148.000000 Penalty: 1117.652710
	Iteration 71Q: 3 clusters Score -1.039215e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152620 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -10392214.000000 Penalty: 1117.652710
	Iteration 72Q: 3 clusters Score -1.039221e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152859 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -10392236.000000 Penalty: 1117.652710
	Iteration 73Q: 3 clusters Score -1.039224e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153093 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -10392297.000000 Penalty: 1117.652710
	Iteration 74Q: 3 clusters Score -1.03923e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153365 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -10392320.000000 Penalty: 1117.652710
	Iteration 75Q: 3 clusters Score -1.039232e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153641 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -10392334.000000 Penalty: 1117.652710
	Iteration 76Q: 3 clusters Score -1.039233e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153936 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -10392354.000000 Penalty: 1117.652710
	Iteration 77Q: 3 clusters Score -1.039235e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -10392358.000000 Penalty: 1117.652710
	Iteration 78Q: 3 clusters Score -1.039236e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154456 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -10392364.000000 Penalty: 1117.652710
	Iteration 79Q: 3 clusters Score -1.039236e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -10392380.000000 Penalty: 1117.652710
	Iteration 80F: 3 clusters Score -1.039238e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -10392361.000000 Penalty: 1117.652710
	Iteration 81Q: 3 clusters Score -1.039236e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155262 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -10392420.000000 Penalty: 1117.652710
	Iteration 82Q: 3 clusters Score -1.039242e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155542 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -10392442.000000 Penalty: 1117.652710
	Iteration 83Q: 3 clusters Score -1.039244e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155830 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -10392465.000000 Penalty: 1117.652710
	Iteration 84Q: 3 clusters Score -1.039246e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156098 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -10392469.000000 Penalty: 1117.652710
	Iteration 85Q: 3 clusters Score -1.039247e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156354 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -10392501.000000 Penalty: 1117.652710
	Iteration 86Q: 3 clusters Score -1.03925e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156639 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -10392524.000000 Penalty: 1117.652710
	Iteration 87Q: 3 clusters Score -1.039252e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156889 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -10392564.000000 Penalty: 1117.652710
	Iteration 88Q: 3 clusters Score -1.039256e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157136 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -10392560.000000 Penalty: 1117.652710
	Iteration 89Q: 3 clusters Score -1.039256e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -10392603.000000 Penalty: 1117.652710
	Iteration 90Q: 3 clusters Score -1.03926e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157613 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -10392631.000000 Penalty: 1117.652710
	Iteration 91Q: 3 clusters Score -1.039263e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157841 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -10392689.000000 Penalty: 1117.652710
	Iteration 92Q: 3 clusters Score -1.039269e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158048 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -10392672.000000 Penalty: 1117.652710
	Iteration 93Q: 3 clusters Score -1.039267e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158260 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -10392672.000000 Penalty: 1117.652710
	Iteration 94Q: 3 clusters Score -1.039267e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158461 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -10392708.000000 Penalty: 1117.652710
	Iteration 95Q: 3 clusters Score -1.039271e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -10392682.000000 Penalty: 1117.652710
	Iteration 96Q: 3 clusters Score -1.039268e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158901 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -10392693.000000 Penalty: 1117.652710
	Iteration 97Q: 3 clusters Score -1.039269e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159123 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -10392703.000000 Penalty: 1117.652710
	Iteration 98Q: 3 clusters Score -1.03927e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159337 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -10392752.000000 Penalty: 1117.652710
	Iteration 99Q: 3 clusters Score -1.039275e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -10392734.000000 Penalty: 1117.652710
	Iteration 100F: 3 clusters Score -1.039273e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -10392762.000000 Penalty: 1117.652710
	Iteration 101Q: 3 clusters Score -1.039276e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159899 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -10392802.000000 Penalty: 1117.652710
	Iteration 102Q: 3 clusters Score -1.03928e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160097 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -10392821.000000 Penalty: 1117.652710
	Iteration 103Q: 3 clusters Score -1.039282e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160283 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -10392851.000000 Penalty: 1117.652710
	Iteration 104Q: 3 clusters Score -1.039285e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160466 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -10392858.000000 Penalty: 1117.652710
	Iteration 105Q: 3 clusters Score -1.039286e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -10392850.000000 Penalty: 1117.652710
	Iteration 106Q: 3 clusters Score -1.039285e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -10392840.000000 Penalty: 1117.652710
	Iteration 107Q: 3 clusters Score -1.039284e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161106 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -10392853.000000 Penalty: 1117.652710
	Iteration 108Q: 3 clusters Score -1.039285e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161358 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -10392863.000000 Penalty: 1117.652710
	Iteration 109Q: 3 clusters Score -1.039286e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.03929e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -10392887.000000 Penalty: 1117.652710
	Iteration 111Q: 3 clusters Score -1.039289e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162039 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -10392921.000000 Penalty: 1117.652710
	Iteration 112Q: 3 clusters Score -1.039292e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162305 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -10392912.000000 Penalty: 1117.652710
	Iteration 113Q: 3 clusters Score -1.039291e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -10392941.000000 Penalty: 1117.652710
	Iteration 114Q: 3 clusters Score -1.039294e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162839 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -10392979.000000 Penalty: 1117.652710
	Iteration 115Q: 3 clusters Score -1.039298e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163078 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -10392987.000000 Penalty: 1117.652710
	Iteration 116Q: 3 clusters Score -1.039299e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163307 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -10392975.000000 Penalty: 1117.652710
	Iteration 117Q: 3 clusters Score -1.039298e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163537 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -10392996.000000 Penalty: 1117.652710
	Iteration 118Q: 3 clusters Score -1.0393e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163767 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -10393021.000000 Penalty: 1117.652710
	Iteration 119Q: 3 clusters Score -1.039302e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -10393050.000000 Penalty: 1117.652710
	Iteration 120F: 3 clusters Score -1.039305e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164220 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.039304e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164441 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -10393070.000000 Penalty: 1117.652710
	Iteration 122Q: 3 clusters Score -1.039307e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164676 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -10393097.000000 Penalty: 1117.652710
	Iteration 123Q: 3 clusters Score -1.03931e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164926 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -10393120.000000 Penalty: 1117.652710
	Iteration 124Q: 3 clusters Score -1.039312e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165153 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -10393132.000000 Penalty: 1117.652710
	Iteration 125Q: 3 clusters Score -1.039313e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165361 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -10393165.000000 Penalty: 1117.652710
	Iteration 126Q: 3 clusters Score -1.039316e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165588 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -10393215.000000 Penalty: 1117.652710
	Iteration 127Q: 3 clusters Score -1.039322e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165831 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -10393246.000000 Penalty: 1117.652710
	Iteration 128Q: 3 clusters Score -1.039325e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166081 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -10393258.000000 Penalty: 1117.652710
	Iteration 129Q: 3 clusters Score -1.039326e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -10393307.000000 Penalty: 1117.652710
	Iteration 130Q: 3 clusters Score -1.039331e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166623 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -10393278.000000 Penalty: 1117.652710
	Iteration 131Q: 3 clusters Score -1.039328e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166896 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -10393283.000000 Penalty: 1117.652710
	Iteration 132Q: 3 clusters Score -1.039328e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167175 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -10393315.000000 Penalty: 1117.652710
	Iteration 133Q: 3 clusters Score -1.039332e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167484 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -10393410.000000 Penalty: 1117.652710
	Iteration 134Q: 3 clusters Score -1.039341e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167826 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -10393430.000000 Penalty: 1117.652710
	Iteration 135Q: 3 clusters Score -1.039343e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168177 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.039346e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -10393533.000000 Penalty: 1117.652710
	Iteration 137Q: 3 clusters Score -1.039353e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168963 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.039355e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169390 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.039358e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169823 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -10393641.000000 Penalty: 1117.652710
	Iteration 140F: 3 clusters Score -1.039364e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170297 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.039366e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -10393678.000000 Penalty: 1117.652710
	Iteration 142Q: 3 clusters Score -1.039368e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171279 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -10393759.000000 Penalty: 1117.652710
	Iteration 143Q: 3 clusters Score -1.039376e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171838 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -10393846.000000 Penalty: 1117.652710
	Iteration 144Q: 3 clusters Score -1.039385e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172417 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -10393868.000000 Penalty: 1117.652710
	Iteration 145Q: 3 clusters Score -1.039387e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173011 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -10394012.000000 Penalty: 1117.652710
	Iteration 146Q: 3 clusters Score -1.039401e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173663 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -10394156.000000 Penalty: 1117.652710
	Iteration 147Q: 3 clusters Score -1.039416e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174356 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -10394196.000000 Penalty: 1117.652710
	Iteration 148Q: 3 clusters Score -1.03942e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175113 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -10394204.000000 Penalty: 1117.652710
	Iteration 149Q: 3 clusters Score -1.03942e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175887 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -10394280.000000 Penalty: 1117.652710
	Iteration 150Q: 3 clusters Score -1.039428e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176748 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -10394358.000000 Penalty: 1117.652710
	Iteration 151Q: 3 clusters Score -1.039436e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177634 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -10394375.000000 Penalty: 1117.652710
	Iteration 152Q: 3 clusters Score -1.039438e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178550 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -10394467.000000 Penalty: 1117.652710
	Iteration 153Q: 3 clusters Score -1.039447e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179535 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -10394538.000000 Penalty: 1117.652710
	Iteration 154Q: 3 clusters Score -1.039454e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180629 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -10394675.000000 Penalty: 1117.652710
	Iteration 155Q: 3 clusters Score -1.039468e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181750 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -10394793.000000 Penalty: 1117.652710
	Iteration 156Q: 3 clusters Score -1.039479e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182991 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -10394885.000000 Penalty: 1117.652710
	Iteration 157Q: 3 clusters Score -1.039488e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184204 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -10394956.000000 Penalty: 1117.652710
	Iteration 158Q: 3 clusters Score -1.039496e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185440 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -10395096.000000 Penalty: 1117.652710
	Iteration 159Q: 3 clusters Score -1.03951e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186784 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -10395212.000000 Penalty: 1117.652710
	Iteration 160F: 3 clusters Score -1.039521e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188167 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -10395303.000000 Penalty: 1117.652710
	Iteration 161Q: 3 clusters Score -1.03953e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189559 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -10395507.000000 Penalty: 1117.652710
	Iteration 162Q: 3 clusters Score -1.039551e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191047 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -10395602.000000 Penalty: 1117.652710
	Iteration 163Q: 3 clusters Score -1.03956e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192517 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -10395711.000000 Penalty: 1117.652710
	Iteration 164Q: 3 clusters Score -1.039571e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193996 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -10395819.000000 Penalty: 1117.652710
	Iteration 165Q: 3 clusters Score -1.039582e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195433 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -10395888.000000 Penalty: 1117.652710
	Iteration 166Q: 3 clusters Score -1.039589e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196867 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -10395983.000000 Penalty: 1117.652710
	Iteration 167Q: 3 clusters Score -1.039598e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198270 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -10396103.000000 Penalty: 1117.652710
	Iteration 168Q: 3 clusters Score -1.03961e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199602 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -10396278.000000 Penalty: 1117.652710
	Iteration 169Q: 3 clusters Score -1.039628e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200835 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -10396379.000000 Penalty: 1117.652710
	Iteration 170Q: 3 clusters Score -1.039638e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201961 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -10396773.000000 Penalty: 1117.652710
	Iteration 171Q: 3 clusters Score -1.039677e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203031 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -10397165.000000 Penalty: 1117.652710
	Iteration 172Q: 3 clusters Score -1.039716e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204067 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -10397505.000000 Penalty: 1117.652710
	Iteration 173Q: 3 clusters Score -1.03975e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205078 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -10397803.000000 Penalty: 1117.652710
	Iteration 174Q: 3 clusters Score -1.03978e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205995 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -10398048.000000 Penalty: 1117.652710
	Iteration 175Q: 3 clusters Score -1.039805e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206876 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -10398167.000000 Penalty: 1117.652710
	Iteration 176Q: 3 clusters Score -1.039817e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207690 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -10398250.000000 Penalty: 1117.652710
	Iteration 177Q: 3 clusters Score -1.039825e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208459 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -10398306.000000 Penalty: 1117.652710
	Iteration 178Q: 3 clusters Score -1.039831e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209188 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -10398306.000000 Penalty: 1117.652710
	Iteration 179Q: 3 clusters Score -1.039831e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209862 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -10398377.000000 Penalty: 1117.652710
	Iteration 180F: 3 clusters Score -1.039838e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210526 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -10398407.000000 Penalty: 1117.652710
	Iteration 181Q: 3 clusters Score -1.039841e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211104 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -10398458.000000 Penalty: 1117.652710
	Iteration 182Q: 3 clusters Score -1.039846e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211618 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -10398425.000000 Penalty: 1117.652710
	Iteration 183Q: 3 clusters Score -1.039842e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212077 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -10398348.000000 Penalty: 1117.652710
	Iteration 184Q: 3 clusters Score -1.039835e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212496 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -10398293.000000 Penalty: 1117.652710
	Iteration 185Q: 3 clusters Score -1.039829e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212844 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -10398183.000000 Penalty: 1117.652710
	Iteration 186Q: 3 clusters Score -1.039818e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213151 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -10398102.000000 Penalty: 1117.652710
	Iteration 187Q: 3 clusters Score -1.03981e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213413 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -10398069.000000 Penalty: 1117.652710
	Iteration 188Q: 3 clusters Score -1.039807e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213638 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -10398069.000000 Penalty: 1117.652710
	Iteration 189Q: 3 clusters Score -1.039807e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213841 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10398040.000000 Penalty: 1117.652710
	Iteration 190Q: 3 clusters Score -1.039804e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214038 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10397966.000000 Penalty: 1117.652710
	Iteration 191Q: 3 clusters Score -1.039797e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214209 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -10397898.000000 Penalty: 1117.652710
	Iteration 192Q: 3 clusters Score -1.03979e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214360 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10397847.000000 Penalty: 1117.652710
	Iteration 193Q: 3 clusters Score -1.039785e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214481 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10397807.000000 Penalty: 1117.652710
	Iteration 194Q: 3 clusters Score -1.039781e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214584 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10397783.000000 Penalty: 1117.652710
	Iteration 195Q: 3 clusters Score -1.039778e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214657 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10397746.000000 Penalty: 1117.652710
	Iteration 196Q: 3 clusters Score -1.039775e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214715 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -10397701.000000 Penalty: 1117.652710
	Iteration 197Q: 3 clusters Score -1.03977e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214758 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10397696.000000 Penalty: 1117.652710
	Iteration 198Q: 3 clusters Score -1.03977e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214787 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10397686.000000 Penalty: 1117.652710
	Iteration 199Q: 3 clusters Score -1.039769e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214822 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10397681.000000 Penalty: 1117.652710
	Iteration 200F: 3 clusters Score -1.039768e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214852 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10397665.000000 Penalty: 1117.652710
	Iteration 201Q: 3 clusters Score -1.039766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214877 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10397673.000000 Penalty: 1117.652710
	Iteration 202Q: 3 clusters Score -1.039767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214897 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10397671.000000 Penalty: 1117.652710
	Iteration 203Q: 3 clusters Score -1.039767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214912 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10397670.000000 Penalty: 1117.652710
	Iteration 204Q: 3 clusters Score -1.039767e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214920 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10397676.000000 Penalty: 1117.652710
	Iteration 205Q: 3 clusters Score -1.039768e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214923 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10397665.000000 Penalty: 1117.652710
	Iteration 206Q: 3 clusters Score -1.039766e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214930 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10397661.000000 Penalty: 1117.652710
	Iteration 207Q: 3 clusters Score -1.039766e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214943 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10397658.000000 Penalty: 1117.652710
	Iteration 208Q: 3 clusters Score -1.039766e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214967 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10397663.000000 Penalty: 1117.652710
	Iteration 209Q: 3 clusters Score -1.039766e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214980 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10397650.000000 Penalty: 1117.652710
	Iteration 210Q: 3 clusters Score -1.039765e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214988 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10397654.000000 Penalty: 1117.652710
	Iteration 211Q: 3 clusters Score -1.039765e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214988 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10397649.000000 Penalty: 1117.652710
	Iteration 212Q: 3 clusters Score -1.039765e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214981 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10397654.000000 Penalty: 1117.652710
	Iteration 213Q: 3 clusters Score -1.039765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214973 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10397659.000000 Penalty: 1117.652710
	Iteration 214Q: 3 clusters Score -1.039766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214972 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10397661.000000 Penalty: 1117.652710
	Iteration 215Q: 3 clusters Score -1.039766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214981 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10397665.000000 Penalty: 1117.652710
	Iteration 216Q: 3 clusters Score -1.039766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214988 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10397668.000000 Penalty: 1117.652710
	Iteration 217Q: 3 clusters Score -1.039767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214990 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10397677.000000 Penalty: 1117.652710
	Iteration 218Q: 3 clusters Score -1.039768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214990 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10397682.000000 Penalty: 1117.652710
	Iteration 219Q: 3 clusters Score -1.039768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214993 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10397675.000000 Penalty: 1117.652710
	Iteration 220F: 3 clusters Score -1.039768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214989 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10397677.000000 Penalty: 1117.652710
	Iteration 221Q: 3 clusters Score -1.039768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214992 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10397674.000000 Penalty: 1117.652710
	Iteration 222Q: 3 clusters Score -1.039767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214992 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10397682.000000 Penalty: 1117.652710
	Iteration 223Q: 3 clusters Score -1.039768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214994 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10397676.000000 Penalty: 1117.652710
	Iteration 224Q: 3 clusters Score -1.039768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214994 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10397675.000000 Penalty: 1117.652710
	Iteration 225Q: 3 clusters Score -1.039768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214994 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10397673.000000 Penalty: 1117.652710
	Iteration 226Q: 3 clusters Score -1.039767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214994 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10397673.000000 Penalty: 1117.652710
	Iteration 227F: 3 clusters Score -1.039767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 253077 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 214994 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 231076 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 88638 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 110148 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 16043 members 
Mstep: Class 25 contains 242599 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
Score: -90496840.000000 Penalty: 19780.666016
Splitting cluster 8 changes total score from -90489800.000000 to -90496840.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 9 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -259865.437500 Penalty: 385.246338
	Iteration 0F: 2 clusters Score -259865.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -256599.453125 Penalty: 770.492676
	Iteration 0F: 3 clusters Score -256599.5 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -257730.718750 Penalty: 770.492676
	Iteration 1F: 3 clusters Score -257730.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -257787.343750 Penalty: 770.492676
	Iteration 2Q: 3 clusters Score -257787.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -257855.906250 Penalty: 770.492676
	Iteration 3Q: 3 clusters Score -257855.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -257938.843750 Penalty: 770.492676
	Iteration 4Q: 3 clusters Score -257938.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -258045.031250 Penalty: 770.492676
	Iteration 5Q: 3 clusters Score -258045 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -258224.046875 Penalty: 770.492676
	Iteration 6F: 3 clusters Score -258224 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -258471.921875 Penalty: 770.492676
	Iteration 7F: 3 clusters Score -258471.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -258766.187500 Penalty: 770.492676
	Iteration 8F: 3 clusters Score -258766.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -258949.203125 Penalty: 770.492676
	Iteration 9Q: 3 clusters Score -258949.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -259066.171875 Penalty: 770.492676
	Iteration 10Q: 3 clusters Score -259066.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -259148.000000 Penalty: 770.492676
	Iteration 11Q: 3 clusters Score -259148 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -259205.453125 Penalty: 770.492676
	Iteration 12Q: 3 clusters Score -259205.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -259255.500000 Penalty: 770.492676
	Iteration 13Q: 3 clusters Score -259255.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -259292.843750 Penalty: 770.492676
	Iteration 14Q: 3 clusters Score -259292.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -259316.671875 Penalty: 770.492676
	Iteration 15Q: 3 clusters Score -259316.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -259332.968750 Penalty: 770.492676
	Iteration 16Q: 3 clusters Score -259333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -259347.343750 Penalty: 770.492676
	Iteration 17Q: 3 clusters Score -259347.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -259360.312500 Penalty: 770.492676
	Iteration 18Q: 3 clusters Score -259360.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -259369.859375 Penalty: 770.492676
	Iteration 19Q: 3 clusters Score -259369.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -259377.640625 Penalty: 770.492676
	Iteration 20F: 3 clusters Score -259377.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -259385.656250 Penalty: 770.492676
	Iteration 21Q: 3 clusters Score -259385.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -259393.375000 Penalty: 770.492676
	Iteration 22Q: 3 clusters Score -259393.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -259401.578125 Penalty: 770.492676
	Iteration 23Q: 3 clusters Score -259401.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -259410.484375 Penalty: 770.492676
	Iteration 24Q: 3 clusters Score -259410.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -259416.453125 Penalty: 770.492676
	Iteration 25Q: 3 clusters Score -259416.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -259425.187500 Penalty: 770.492676
	Iteration 26Q: 3 clusters Score -259425.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -259435.093750 Penalty: 770.492676
	Iteration 27Q: 3 clusters Score -259435.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -259441.484375 Penalty: 770.492676
	Iteration 28Q: 3 clusters Score -259441.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -259446.031250 Penalty: 770.492676
	Iteration 29Q: 3 clusters Score -259446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -259449.500000 Penalty: 770.492676
	Iteration 30Q: 3 clusters Score -259449.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -259452.890625 Penalty: 770.492676
	Iteration 31Q: 3 clusters Score -259452.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -259456.531250 Penalty: 770.492676
	Iteration 32Q: 3 clusters Score -259456.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -259462.031250 Penalty: 770.492676
	Iteration 33Q: 3 clusters Score -259462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -259466.421875 Penalty: 770.492676
	Iteration 34Q: 3 clusters Score -259466.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -259469.250000 Penalty: 770.492676
	Iteration 35Q: 3 clusters Score -259469.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -259473.359375 Penalty: 770.492676
	Iteration 36Q: 3 clusters Score -259473.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -259478.187500 Penalty: 770.492676
	Iteration 37Q: 3 clusters Score -259478.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -259481.296875 Penalty: 770.492676
	Iteration 38Q: 3 clusters Score -259481.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -259485.515625 Penalty: 770.492676
	Iteration 39Q: 3 clusters Score -259485.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -259488.531250 Penalty: 770.492676
	Iteration 40F: 3 clusters Score -259488.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -259490.640625 Penalty: 770.492676
	Iteration 41Q: 3 clusters Score -259490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -259491.062500 Penalty: 770.492676
	Iteration 42Q: 3 clusters Score -259491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -259491.296875 Penalty: 770.492676
	Iteration 43Q: 3 clusters Score -259491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -259492.125000 Penalty: 770.492676
	Iteration 44Q: 3 clusters Score -259492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -259493.281250 Penalty: 770.492676
	Iteration 45Q: 3 clusters Score -259493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -259494.234375 Penalty: 770.492676
	Iteration 46Q: 3 clusters Score -259494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -259496.640625 Penalty: 770.492676
	Iteration 47Q: 3 clusters Score -259496.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -259498.890625 Penalty: 770.492676
	Iteration 48Q: 3 clusters Score -259498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -259500.640625 Penalty: 770.492676
	Iteration 49Q: 3 clusters Score -259500.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -259502.546875 Penalty: 770.492676
	Iteration 50Q: 3 clusters Score -259502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -259503.562500 Penalty: 770.492676
	Iteration 51Q: 3 clusters Score -259503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -259504.359375 Penalty: 770.492676
	Iteration 52Q: 3 clusters Score -259504.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -259504.359375 Penalty: 770.492676
	Iteration 53F: 3 clusters Score -259504.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Entering Unmasked Estep 
Score: -1686256.500000 Penalty: 477.136353
	Iteration 0F: 2 clusters Score -1686256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1662429.625000 Penalty: 954.272705
	Iteration 0F: 3 clusters Score -1662430 nChanged 17242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1671987.000000 Penalty: 954.272705
	Iteration 1F: 3 clusters Score -1671987 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1672251.750000 Penalty: 954.272705
	Iteration 2Q: 3 clusters Score -1672252 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1672624.750000 Penalty: 954.272705
	Iteration 3Q: 3 clusters Score -1672625 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1673151.875000 Penalty: 954.272705
	Iteration 4Q: 3 clusters Score -1673152 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1673956.625000 Penalty: 954.272705
	Iteration 5Q: 3 clusters Score -1673957 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1675148.500000 Penalty: 954.272705
	Iteration 6F: 3 clusters Score -1675148 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1676918.000000 Penalty: 954.272705
	Iteration 7F: 3 clusters Score -1676918 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1679274.875000 Penalty: 954.272705
	Iteration 8F: 3 clusters Score -1679275 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1681774.500000 Penalty: 954.272705
	Iteration 9F: 3 clusters Score -1681774 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1683752.500000 Penalty: 954.272705
	Iteration 10F: 3 clusters Score -1683752 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1684874.375000 Penalty: 954.272705
	Iteration 11Q: 3 clusters Score -1684874 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1685442.250000 Penalty: 954.272705
	Iteration 12Q: 3 clusters Score -1685442 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1685674.375000 Penalty: 954.272705
	Iteration 13Q: 3 clusters Score -1685674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1685762.125000 Penalty: 954.272705
	Iteration 14Q: 3 clusters Score -1685762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1685797.875000 Penalty: 954.272705
	Iteration 15Q: 3 clusters Score -1685798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1685813.750000 Penalty: 954.272705
	Iteration 16Q: 3 clusters Score -1685814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1685821.125000 Penalty: 954.272705
	Iteration 17Q: 3 clusters Score -1685821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1685822.875000 Penalty: 954.272705
	Iteration 18Q: 3 clusters Score -1685823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1685826.500000 Penalty: 954.272705
	Iteration 19Q: 3 clusters Score -1685826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1685826.000000 Penalty: 954.272705
	Iteration 20F: 3 clusters Score -1685826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1685829.000000 Penalty: 954.272705
	Iteration 21Q: 3 clusters Score -1685829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1685832.500000 Penalty: 954.272705
	Iteration 22Q: 3 clusters Score -1685832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1685833.125000 Penalty: 954.272705
	Iteration 23Q: 3 clusters Score -1685833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1685833.125000 Penalty: 954.272705
	Iteration 24F: 3 clusters Score -1685833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Entering Unmasked Estep 
Score: -2221109.750000 Penalty: 487.032379
	Iteration 0F: 2 clusters Score -2221110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2191434.500000 Penalty: 974.064758
	Iteration 0F: 3 clusters Score -2191434 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2203848.750000 Penalty: 974.064758
	Iteration 1F: 3 clusters Score -2203849 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2204151.500000 Penalty: 974.064758
	Iteration 2Q: 3 clusters Score -2204152 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2204535.250000 Penalty: 974.064758
	Iteration 3Q: 3 clusters Score -2204535 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2205017.750000 Penalty: 974.064758
	Iteration 4Q: 3 clusters Score -2205018 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2205643.500000 Penalty: 974.064758
	Iteration 5Q: 3 clusters Score -2205644 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2206611.250000 Penalty: 974.064758
	Iteration 6Q: 3 clusters Score -2206611 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2207995.750000 Penalty: 974.064758
	Iteration 7Q: 3 clusters Score -2207996 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2209924.000000 Penalty: 974.064758
	Iteration 8F: 3 clusters Score -2209924 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2211814.000000 Penalty: 974.064758
	Iteration 9F: 3 clusters Score -2211814 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2213151.250000 Penalty: 974.064758
	Iteration 10F: 3 clusters Score -2213151 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2213839.500000 Penalty: 974.064758
	Iteration 11Q: 3 clusters Score -2213840 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2214238.000000 Penalty: 974.064758
	Iteration 12Q: 3 clusters Score -2214238 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2214585.750000 Penalty: 974.064758
	Iteration 13Q: 3 clusters Score -2214586 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2214903.750000 Penalty: 974.064758
	Iteration 14Q: 3 clusters Score -2214904 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2215235.500000 Penalty: 974.064758
	Iteration 15Q: 3 clusters Score -2215236 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2215541.750000 Penalty: 974.064758
	Iteration 16Q: 3 clusters Score -2215542 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2215872.750000 Penalty: 974.064758
	Iteration 17Q: 3 clusters Score -2215873 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2216194.000000 Penalty: 974.064758
	Iteration 18Q: 3 clusters Score -2216194 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2216459.750000 Penalty: 974.064758
	Iteration 19Q: 3 clusters Score -2216460 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2216679.500000 Penalty: 974.064758
	Iteration 20F: 3 clusters Score -2216680 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2216904.500000 Penalty: 974.064758
	Iteration 21Q: 3 clusters Score -2216904 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2217128.250000 Penalty: 974.064758
	Iteration 22Q: 3 clusters Score -2217128 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2217308.750000 Penalty: 974.064758
	Iteration 23Q: 3 clusters Score -2217309 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2217480.250000 Penalty: 974.064758
	Iteration 24Q: 3 clusters Score -2217480 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2217663.750000 Penalty: 974.064758
	Iteration 25Q: 3 clusters Score -2217664 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2217879.250000 Penalty: 974.064758
	Iteration 26Q: 3 clusters Score -2217879 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2218080.000000 Penalty: 974.064758
	Iteration 27Q: 3 clusters Score -2218080 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2218256.750000 Penalty: 974.064758
	Iteration 28Q: 3 clusters Score -2218257 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2218439.250000 Penalty: 974.064758
	Iteration 29Q: 3 clusters Score -2218439 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2218642.250000 Penalty: 974.064758
	Iteration 30Q: 3 clusters Score -2218642 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2218813.750000 Penalty: 974.064758
	Iteration 31Q: 3 clusters Score -2218814 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2218968.000000 Penalty: 974.064758
	Iteration 32Q: 3 clusters Score -2218968 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2219121.500000 Penalty: 974.064758
	Iteration 33Q: 3 clusters Score -2219122 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2219260.000000 Penalty: 974.064758
	Iteration 34Q: 3 clusters Score -2219260 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2219396.250000 Penalty: 974.064758
	Iteration 35Q: 3 clusters Score -2219396 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2219513.250000 Penalty: 974.064758
	Iteration 36Q: 3 clusters Score -2219513 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2219635.500000 Penalty: 974.064758
	Iteration 37Q: 3 clusters Score -2219636 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2219733.250000 Penalty: 974.064758
	Iteration 38Q: 3 clusters Score -2219733 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2219834.500000 Penalty: 974.064758
	Iteration 39Q: 3 clusters Score -2219834 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2219928.000000 Penalty: 974.064758
	Iteration 40F: 3 clusters Score -2219928 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2220013.250000 Penalty: 974.064758
	Iteration 41Q: 3 clusters Score -2220013 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2220108.000000 Penalty: 974.064758
	Iteration 42Q: 3 clusters Score -2220108 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2220171.000000 Penalty: 974.064758
	Iteration 43Q: 3 clusters Score -2220171 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2220233.000000 Penalty: 974.064758
	Iteration 44Q: 3 clusters Score -2220233 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2220278.500000 Penalty: 974.064758
	Iteration 45Q: 3 clusters Score -2220278 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2220319.500000 Penalty: 974.064758
	Iteration 46Q: 3 clusters Score -2220320 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2220345.000000 Penalty: 974.064758
	Iteration 47Q: 3 clusters Score -2220345 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2220380.750000 Penalty: 974.064758
	Iteration 48Q: 3 clusters Score -2220381 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2220415.250000 Penalty: 974.064758
	Iteration 49Q: 3 clusters Score -2220415 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2220456.000000 Penalty: 974.064758
	Iteration 50Q: 3 clusters Score -2220456 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2220484.500000 Penalty: 974.064758
	Iteration 51Q: 3 clusters Score -2220484 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2220512.000000 Penalty: 974.064758
	Iteration 52Q: 3 clusters Score -2220512 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2220534.000000 Penalty: 974.064758
	Iteration 53Q: 3 clusters Score -2220534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2220571.250000 Penalty: 974.064758
	Iteration 54Q: 3 clusters Score -2220571 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2220590.500000 Penalty: 974.064758
	Iteration 55Q: 3 clusters Score -2220590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2220607.500000 Penalty: 974.064758
	Iteration 56Q: 3 clusters Score -2220608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2220625.750000 Penalty: 974.064758
	Iteration 57Q: 3 clusters Score -2220626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2220642.250000 Penalty: 974.064758
	Iteration 58Q: 3 clusters Score -2220642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2220648.750000 Penalty: 974.064758
	Iteration 59Q: 3 clusters Score -2220649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2220663.000000 Penalty: 974.064758
	Iteration 60F: 3 clusters Score -2220663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2220683.500000 Penalty: 974.064758
	Iteration 61Q: 3 clusters Score -2220684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2220693.000000 Penalty: 974.064758
	Iteration 62Q: 3 clusters Score -2220693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2220699.500000 Penalty: 974.064758
	Iteration 63Q: 3 clusters Score -2220700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2220705.500000 Penalty: 974.064758
	Iteration 64Q: 3 clusters Score -2220706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2220706.750000 Penalty: 974.064758
	Iteration 65Q: 3 clusters Score -2220707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2220708.000000 Penalty: 974.064758
	Iteration 66Q: 3 clusters Score -2220708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2220711.250000 Penalty: 974.064758
	Iteration 67Q: 3 clusters Score -2220711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2220714.250000 Penalty: 974.064758
	Iteration 68Q: 3 clusters Score -2220714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2220716.250000 Penalty: 974.064758
	Iteration 69Q: 3 clusters Score -2220716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2220716.750000 Penalty: 974.064758
	Iteration 70Q: 3 clusters Score -2220717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2220718.750000 Penalty: 974.064758
	Iteration 71Q: 3 clusters Score -2220719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2220720.250000 Penalty: 974.064758
	Iteration 72Q: 3 clusters Score -2220720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2220719.750000 Penalty: 974.064758
	Iteration 73Q: 3 clusters Score -2220720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2220722.000000 Penalty: 974.064758
	Iteration 74Q: 3 clusters Score -2220722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2220722.000000 Penalty: 974.064758
	Iteration 75Q: 3 clusters Score -2220722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2220724.000000 Penalty: 974.064758
	Iteration 76Q: 3 clusters Score -2220724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2220724.250000 Penalty: 974.064758
	Iteration 77Q: 3 clusters Score -2220724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2220725.000000 Penalty: 974.064758
	Iteration 78Q: 3 clusters Score -2220725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2220724.500000 Penalty: 974.064758
	Iteration 79Q: 3 clusters Score -2220724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2220725.000000 Penalty: 974.064758
	Iteration 80F: 3 clusters Score -2220725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2220725.000000 Penalty: 974.064758
	Iteration 81Q: 3 clusters Score -2220725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2220726.750000 Penalty: 974.064758
	Iteration 82Q: 3 clusters Score -2220727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2220729.250000 Penalty: 974.064758
	Iteration 83Q: 3 clusters Score -2220729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2220734.750000 Penalty: 974.064758
	Iteration 84Q: 3 clusters Score -2220735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2220735.750000 Penalty: 974.064758
	Iteration 85Q: 3 clusters Score -2220736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2220737.500000 Penalty: 974.064758
	Iteration 86Q: 3 clusters Score -2220738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2220739.000000 Penalty: 974.064758
	Iteration 87Q: 3 clusters Score -2220739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2220740.250000 Penalty: 974.064758
	Iteration 88Q: 3 clusters Score -2220740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2220738.750000 Penalty: 974.064758
	Iteration 89Q: 3 clusters Score -2220739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2220739.000000 Penalty: 974.064758
	Iteration 90Q: 3 clusters Score -2220739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2220739.500000 Penalty: 974.064758
	Iteration 91Q: 3 clusters Score -2220740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2220740.000000 Penalty: 974.064758
	Iteration 92Q: 3 clusters Score -2220740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2220740.500000 Penalty: 974.064758
	Iteration 93Q: 3 clusters Score -2220740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2220739.750000 Penalty: 974.064758
	Iteration 94Q: 3 clusters Score -2220740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2220740.000000 Penalty: 974.064758
	Iteration 95Q: 3 clusters Score -2220740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2220741.500000 Penalty: 974.064758
	Iteration 96Q: 3 clusters Score -2220742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2220742.000000 Penalty: 974.064758
	Iteration 97Q: 3 clusters Score -2220742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2220743.500000 Penalty: 974.064758
	Iteration 98Q: 3 clusters Score -2220744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2220742.000000 Penalty: 974.064758
	Iteration 99Q: 3 clusters Score -2220742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2220744.250000 Penalty: 974.064758
	Iteration 100F: 3 clusters Score -2220744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2220746.500000 Penalty: 974.064758
	Iteration 101Q: 3 clusters Score -2220746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2220748.500000 Penalty: 974.064758
	Iteration 102Q: 3 clusters Score -2220748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2220748.500000 Penalty: 974.064758
	Iteration 103F: 3 clusters Score -2220748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (133910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133910 members 
Entering Unmasked Estep 
Score: -6356235.500000 Penalty: 537.124023
	Iteration 0F: 2 clusters Score -6356236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -6265863.500000 Penalty: 1074.248047
	Iteration 0F: 3 clusters Score -6265864 nChanged 65587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -6309051.500000 Penalty: 1074.248047
	Iteration 1F: 3 clusters Score -6309052 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87667 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -6314795.500000 Penalty: 1074.248047
	Iteration 2F: 3 clusters Score -6314796 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -6323155.000000 Penalty: 1074.248047
	Iteration 3F: 3 clusters Score -6323155 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105811 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -6333905.500000 Penalty: 1074.248047
	Iteration 4F: 3 clusters Score -6333906 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113270 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -6344390.000000 Penalty: 1074.248047
	Iteration 5F: 3 clusters Score -6344390 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116917 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -6351038.500000 Penalty: 1074.248047
	Iteration 6Q: 3 clusters Score -6351038 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -6353059.500000 Penalty: 1074.248047
	Iteration 7Q: 3 clusters Score -6353060 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119117 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -6353761.000000 Penalty: 1074.248047
	Iteration 8Q: 3 clusters Score -6353761 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119849 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -6354066.000000 Penalty: 1074.248047
	Iteration 9Q: 3 clusters Score -6354066 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120521 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -6354311.000000 Penalty: 1074.248047
	Iteration 10Q: 3 clusters Score -6354311 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121133 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -6354451.000000 Penalty: 1074.248047
	Iteration 11Q: 3 clusters Score -6354451 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121689 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -6354529.500000 Penalty: 1074.248047
	Iteration 12Q: 3 clusters Score -6354530 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122196 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -6354631.000000 Penalty: 1074.248047
	Iteration 13Q: 3 clusters Score -6354631 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122665 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -6354683.000000 Penalty: 1074.248047
	Iteration 14Q: 3 clusters Score -6354683 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123164 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -6354771.500000 Penalty: 1074.248047
	Iteration 15Q: 3 clusters Score -6354772 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123658 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -6354829.500000 Penalty: 1074.248047
	Iteration 16Q: 3 clusters Score -6354830 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124158 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -6354939.500000 Penalty: 1074.248047
	Iteration 17Q: 3 clusters Score -6354940 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124661 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -6355002.500000 Penalty: 1074.248047
	Iteration 18Q: 3 clusters Score -6355002 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125148 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -6355075.500000 Penalty: 1074.248047
	Iteration 19Q: 3 clusters Score -6355076 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125648 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -6355160.000000 Penalty: 1074.248047
	Iteration 20F: 3 clusters Score -6355160 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126124 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -6355229.000000 Penalty: 1074.248047
	Iteration 21Q: 3 clusters Score -6355229 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126623 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -6355301.500000 Penalty: 1074.248047
	Iteration 22Q: 3 clusters Score -6355302 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127066 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -6355364.000000 Penalty: 1074.248047
	Iteration 23Q: 3 clusters Score -6355364 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127448 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -6355401.000000 Penalty: 1074.248047
	Iteration 24Q: 3 clusters Score -6355401 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127819 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -6355469.000000 Penalty: 1074.248047
	Iteration 25Q: 3 clusters Score -6355469 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128204 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -6355520.000000 Penalty: 1074.248047
	Iteration 26Q: 3 clusters Score -6355520 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -6355585.000000 Penalty: 1074.248047
	Iteration 27Q: 3 clusters Score -6355585 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128903 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -6355616.000000 Penalty: 1074.248047
	Iteration 28Q: 3 clusters Score -6355616 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129204 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -6355677.500000 Penalty: 1074.248047
	Iteration 29Q: 3 clusters Score -6355678 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129480 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -6355741.500000 Penalty: 1074.248047
	Iteration 30Q: 3 clusters Score -6355742 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129729 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -6355762.500000 Penalty: 1074.248047
	Iteration 31Q: 3 clusters Score -6355762 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129975 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6355814.500000 Penalty: 1074.248047
	Iteration 32Q: 3 clusters Score -6355814 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130204 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -6355839.000000 Penalty: 1074.248047
	Iteration 33Q: 3 clusters Score -6355839 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130420 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6355894.500000 Penalty: 1074.248047
	Iteration 34Q: 3 clusters Score -6355894 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130610 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -6355906.500000 Penalty: 1074.248047
	Iteration 35Q: 3 clusters Score -6355906 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130809 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6355941.500000 Penalty: 1074.248047
	Iteration 36Q: 3 clusters Score -6355942 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130988 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -6355950.500000 Penalty: 1074.248047
	Iteration 37Q: 3 clusters Score -6355950 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131146 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -6355958.000000 Penalty: 1074.248047
	Iteration 38Q: 3 clusters Score -6355958 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131284 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -6355960.500000 Penalty: 1074.248047
	Iteration 39Q: 3 clusters Score -6355960 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131407 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6355969.000000 Penalty: 1074.248047
	Iteration 40F: 3 clusters Score -6355969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131498 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6355973.500000 Penalty: 1074.248047
	Iteration 41Q: 3 clusters Score -6355974 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131591 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6355969.000000 Penalty: 1074.248047
	Iteration 42Q: 3 clusters Score -6355969 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131673 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6355990.500000 Penalty: 1074.248047
	Iteration 43Q: 3 clusters Score -6355990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131746 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6356001.000000 Penalty: 1074.248047
	Iteration 44Q: 3 clusters Score -6356001 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131815 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6355986.500000 Penalty: 1074.248047
	Iteration 45Q: 3 clusters Score -6355986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131872 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6355996.500000 Penalty: 1074.248047
	Iteration 46Q: 3 clusters Score -6355996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131932 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6356000.000000 Penalty: 1074.248047
	Iteration 47Q: 3 clusters Score -6356000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131981 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6356003.500000 Penalty: 1074.248047
	Iteration 48Q: 3 clusters Score -6356004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132030 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6356015.000000 Penalty: 1074.248047
	Iteration 49Q: 3 clusters Score -6356015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132080 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6356022.500000 Penalty: 1074.248047
	Iteration 50Q: 3 clusters Score -6356022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132133 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6356017.000000 Penalty: 1074.248047
	Iteration 51Q: 3 clusters Score -6356017 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132183 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6356018.000000 Penalty: 1074.248047
	Iteration 52Q: 3 clusters Score -6356018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132227 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6356039.000000 Penalty: 1074.248047
	Iteration 53Q: 3 clusters Score -6356039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132258 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6356047.000000 Penalty: 1074.248047
	Iteration 54Q: 3 clusters Score -6356047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132287 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6356044.500000 Penalty: 1074.248047
	Iteration 55Q: 3 clusters Score -6356044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132323 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6356044.500000 Penalty: 1074.248047
	Iteration 56Q: 3 clusters Score -6356044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132363 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6356052.000000 Penalty: 1074.248047
	Iteration 57Q: 3 clusters Score -6356052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132393 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6356054.000000 Penalty: 1074.248047
	Iteration 58Q: 3 clusters Score -6356054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6356045.000000 Penalty: 1074.248047
	Iteration 59Q: 3 clusters Score -6356045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132439 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6356040.000000 Penalty: 1074.248047
	Iteration 60F: 3 clusters Score -6356040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132453 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6356048.500000 Penalty: 1074.248047
	Iteration 61Q: 3 clusters Score -6356048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132466 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6356048.500000 Penalty: 1074.248047
	Iteration 62Q: 3 clusters Score -6356048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132475 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6356049.500000 Penalty: 1074.248047
	Iteration 63Q: 3 clusters Score -6356050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132484 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6356050.000000 Penalty: 1074.248047
	Iteration 64Q: 3 clusters Score -6356050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132492 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6356047.000000 Penalty: 1074.248047
	Iteration 65Q: 3 clusters Score -6356047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132499 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6356048.000000 Penalty: 1074.248047
	Iteration 66Q: 3 clusters Score -6356048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132505 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6356051.000000 Penalty: 1074.248047
	Iteration 67Q: 3 clusters Score -6356051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132515 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6356053.500000 Penalty: 1074.248047
	Iteration 68Q: 3 clusters Score -6356054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132519 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6356052.000000 Penalty: 1074.248047
	Iteration 69Q: 3 clusters Score -6356052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132522 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -6356055.000000 Penalty: 1074.248047
	Iteration 70Q: 3 clusters Score -6356055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132526 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6356053.500000 Penalty: 1074.248047
	Iteration 71Q: 3 clusters Score -6356054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6356057.000000 Penalty: 1074.248047
	Iteration 72Q: 3 clusters Score -6356057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132540 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6356062.500000 Penalty: 1074.248047
	Iteration 73Q: 3 clusters Score -6356062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6356058.500000 Penalty: 1074.248047
	Iteration 74Q: 3 clusters Score -6356058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132546 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6356058.000000 Penalty: 1074.248047
	Iteration 75Q: 3 clusters Score -6356058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132551 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6356053.000000 Penalty: 1074.248047
	Iteration 76Q: 3 clusters Score -6356053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132557 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6356057.000000 Penalty: 1074.248047
	Iteration 77Q: 3 clusters Score -6356057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132561 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6356056.000000 Penalty: 1074.248047
	Iteration 78Q: 3 clusters Score -6356056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132565 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6356058.000000 Penalty: 1074.248047
	Iteration 79Q: 3 clusters Score -6356058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132573 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6356050.500000 Penalty: 1074.248047
	Iteration 80F: 3 clusters Score -6356050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132574 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6356049.000000 Penalty: 1074.248047
	Iteration 81Q: 3 clusters Score -6356049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132576 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6356042.000000 Penalty: 1074.248047
	Iteration 82Q: 3 clusters Score -6356042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132576 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6356042.000000 Penalty: 1074.248047
	Iteration 83F: 3 clusters Score -6356042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Entering Unmasked Estep 
Score: -113192.687500 Penalty: 361.328949
	Iteration 0F: 2 clusters Score -113192.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -111420.914062 Penalty: 722.657898
	Iteration 0F: 3 clusters Score -111420.9 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -115111.156250 Penalty: 722.657898
	Iteration 1F: 3 clusters Score -115111.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -116130.367188 Penalty: 722.657898
	Iteration 2F: 3 clusters Score -116130.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -116350.835938 Penalty: 722.657898
	Iteration 3F: 3 clusters Score -116350.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -116395.148438 Penalty: 722.657898
	Iteration 4Q: 3 clusters Score -116395.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -116413.953125 Penalty: 722.657898
	Iteration 5Q: 3 clusters Score -116414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -116432.312500 Penalty: 722.657898
	Iteration 6Q: 3 clusters Score -116432.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -116450.671875 Penalty: 722.657898
	Iteration 7Q: 3 clusters Score -116450.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -116466.664062 Penalty: 722.657898
	Iteration 8Q: 3 clusters Score -116466.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -116481.828125 Penalty: 722.657898
	Iteration 9Q: 3 clusters Score -116481.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -116495.921875 Penalty: 722.657898
	Iteration 10Q: 3 clusters Score -116495.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -116524.085938 Penalty: 722.657898
	Iteration 11Q: 3 clusters Score -116524.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -116551.640625 Penalty: 722.657898
	Iteration 12Q: 3 clusters Score -116551.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -116593.859375 Penalty: 722.657898
	Iteration 13Q: 3 clusters Score -116593.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -116656.492188 Penalty: 722.657898
	Iteration 14Q: 3 clusters Score -116656.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -116698.250000 Penalty: 722.657898
	Iteration 15Q: 3 clusters Score -116698.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -116710.507812 Penalty: 722.657898
	Iteration 16Q: 3 clusters Score -116710.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -116717.492188 Penalty: 722.657898
	Iteration 17Q: 3 clusters Score -116717.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -116721.820312 Penalty: 722.657898
	Iteration 18Q: 3 clusters Score -116721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -116724.484375 Penalty: 722.657898
	Iteration 19Q: 3 clusters Score -116724.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -116726.773438 Penalty: 722.657898
	Iteration 20F: 3 clusters Score -116726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -116727.492188 Penalty: 722.657898
	Iteration 21Q: 3 clusters Score -116727.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -116727.492188 Penalty: 722.657898
	Iteration 22F: 3 clusters Score -116727.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 253077 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 214994 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 231076 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 88638 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 110148 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 16043 members 
Mstep: Class 25 contains 242599 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 1602 members 
Entering Unmasked Estep 
Score: -90500640.000000 Penalty: 20440.023438
Splitting cluster 13 changes total score from -90489800.000000 to -90500640.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (118150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Entering Unmasked Estep 
Score: -5832903.500000 Penalty: 531.426819
	Iteration 0F: 2 clusters Score -5832904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -5757857.000000 Penalty: 1062.853638
	Iteration 0F: 3 clusters Score -5757857 nChanged 58016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -5795893.500000 Penalty: 1062.853638
	Iteration 1F: 3 clusters Score -5795894 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -5800907.500000 Penalty: 1062.853638
	Iteration 2F: 3 clusters Score -5800908 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -5808824.500000 Penalty: 1062.853638
	Iteration 3F: 3 clusters Score -5808824 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -5818705.500000 Penalty: 1062.853638
	Iteration 4F: 3 clusters Score -5818706 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -5826020.000000 Penalty: 1062.853638
	Iteration 5F: 3 clusters Score -5826020 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -5828497.000000 Penalty: 1062.853638
	Iteration 6Q: 3 clusters Score -5828497 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -5829379.500000 Penalty: 1062.853638
	Iteration 7Q: 3 clusters Score -5829380 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -5829857.500000 Penalty: 1062.853638
	Iteration 8Q: 3 clusters Score -5829858 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77554 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5830271.500000 Penalty: 1062.853638
	Iteration 9Q: 3 clusters Score -5830272 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5830533.500000 Penalty: 1062.853638
	Iteration 10Q: 3 clusters Score -5830534 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -5830656.500000 Penalty: 1062.853638
	Iteration 11Q: 3 clusters Score -5830656 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5830752.000000 Penalty: 1062.853638
	Iteration 12Q: 3 clusters Score -5830752 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -5830798.000000 Penalty: 1062.853638
	Iteration 13Q: 3 clusters Score -5830798 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -5830782.000000 Penalty: 1062.853638
	Iteration 14Q: 3 clusters Score -5830782 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -5830729.500000 Penalty: 1062.853638
	Iteration 15Q: 3 clusters Score -5830730 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -5830685.000000 Penalty: 1062.853638
	Iteration 16Q: 3 clusters Score -5830685 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5830595.000000 Penalty: 1062.853638
	Iteration 17Q: 3 clusters Score -5830595 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -5830504.500000 Penalty: 1062.853638
	Iteration 18Q: 3 clusters Score -5830504 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -5830366.000000 Penalty: 1062.853638
	Iteration 19Q: 3 clusters Score -5830366 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -5830301.000000 Penalty: 1062.853638
	Iteration 20F: 3 clusters Score -5830301 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -5830197.000000 Penalty: 1062.853638
	Iteration 21Q: 3 clusters Score -5830197 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -5830056.000000 Penalty: 1062.853638
	Iteration 22Q: 3 clusters Score -5830056 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -5829933.000000 Penalty: 1062.853638
	Iteration 23Q: 3 clusters Score -5829933 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -5829846.500000 Penalty: 1062.853638
	Iteration 24Q: 3 clusters Score -5829846 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -5829733.000000 Penalty: 1062.853638
	Iteration 25Q: 3 clusters Score -5829733 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -5829657.500000 Penalty: 1062.853638
	Iteration 26Q: 3 clusters Score -5829658 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -5829623.000000 Penalty: 1062.853638
	Iteration 27Q: 3 clusters Score -5829623 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -5829595.000000 Penalty: 1062.853638
	Iteration 28Q: 3 clusters Score -5829595 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -5829578.000000 Penalty: 1062.853638
	Iteration 29Q: 3 clusters Score -5829578 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -5829527.000000 Penalty: 1062.853638
	Iteration 30Q: 3 clusters Score -5829527 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -5829461.500000 Penalty: 1062.853638
	Iteration 31Q: 3 clusters Score -5829462 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -5829459.500000 Penalty: 1062.853638
	Iteration 32Q: 3 clusters Score -5829460 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -5829427.500000 Penalty: 1062.853638
	Iteration 33Q: 3 clusters Score -5829428 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -5829426.500000 Penalty: 1062.853638
	Iteration 34Q: 3 clusters Score -5829426 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -5829433.500000 Penalty: 1062.853638
	Iteration 35Q: 3 clusters Score -5829434 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -5829406.500000 Penalty: 1062.853638
	Iteration 36Q: 3 clusters Score -5829406 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -5829397.500000 Penalty: 1062.853638
	Iteration 37Q: 3 clusters Score -5829398 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -5829388.000000 Penalty: 1062.853638
	Iteration 38Q: 3 clusters Score -5829388 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -5829383.000000 Penalty: 1062.853638
	Iteration 39Q: 3 clusters Score -5829383 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -5829365.500000 Penalty: 1062.853638
	Iteration 40F: 3 clusters Score -5829366 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -5829366.000000 Penalty: 1062.853638
	Iteration 41Q: 3 clusters Score -5829366 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -5829355.500000 Penalty: 1062.853638
	Iteration 42Q: 3 clusters Score -5829356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -5829373.000000 Penalty: 1062.853638
	Iteration 43Q: 3 clusters Score -5829373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -5829372.500000 Penalty: 1062.853638
	Iteration 44Q: 3 clusters Score -5829372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -5829367.000000 Penalty: 1062.853638
	Iteration 45Q: 3 clusters Score -5829367 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -5829360.000000 Penalty: 1062.853638
	Iteration 46Q: 3 clusters Score -5829360 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -5829367.500000 Penalty: 1062.853638
	Iteration 47Q: 3 clusters Score -5829368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -5829396.500000 Penalty: 1062.853638
	Iteration 48Q: 3 clusters Score -5829396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -5829396.000000 Penalty: 1062.853638
	Iteration 49Q: 3 clusters Score -5829396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -5829391.500000 Penalty: 1062.853638
	Iteration 50Q: 3 clusters Score -5829392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -5829398.000000 Penalty: 1062.853638
	Iteration 51Q: 3 clusters Score -5829398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -5829392.500000 Penalty: 1062.853638
	Iteration 52Q: 3 clusters Score -5829392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -5829395.000000 Penalty: 1062.853638
	Iteration 53Q: 3 clusters Score -5829395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -5829387.500000 Penalty: 1062.853638
	Iteration 54Q: 3 clusters Score -5829388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -5829387.000000 Penalty: 1062.853638
	Iteration 55Q: 3 clusters Score -5829387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -5829386.000000 Penalty: 1062.853638
	Iteration 56Q: 3 clusters Score -5829386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -5829380.000000 Penalty: 1062.853638
	Iteration 57Q: 3 clusters Score -5829380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -5829387.500000 Penalty: 1062.853638
	Iteration 58Q: 3 clusters Score -5829388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -5829381.000000 Penalty: 1062.853638
	Iteration 59Q: 3 clusters Score -5829381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -5829384.000000 Penalty: 1062.853638
	Iteration 60F: 3 clusters Score -5829384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -5829382.500000 Penalty: 1062.853638
	Iteration 61Q: 3 clusters Score -5829382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -5829382.500000 Penalty: 1062.853638
	Iteration 62Q: 3 clusters Score -5829382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -5829386.000000 Penalty: 1062.853638
	Iteration 63Q: 3 clusters Score -5829386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -5829387.500000 Penalty: 1062.853638
	Iteration 64Q: 3 clusters Score -5829388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -5829387.500000 Penalty: 1062.853638
	Iteration 65Q: 3 clusters Score -5829388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -5829383.500000 Penalty: 1062.853638
	Iteration 66Q: 3 clusters Score -5829384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -5829376.500000 Penalty: 1062.853638
	Iteration 67Q: 3 clusters Score -5829376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -5829379.000000 Penalty: 1062.853638
	Iteration 68Q: 3 clusters Score -5829379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -5829378.000000 Penalty: 1062.853638
	Iteration 69Q: 3 clusters Score -5829378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -5829381.000000 Penalty: 1062.853638
	Iteration 70Q: 3 clusters Score -5829381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -5829384.000000 Penalty: 1062.853638
	Iteration 71Q: 3 clusters Score -5829384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -5829384.000000 Penalty: 1062.853638
	Iteration 72F: 3 clusters Score -5829384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -12223.934570 Penalty: 287.431000
	Iteration 0F: 2 clusters Score -12223.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11739.958008 Penalty: 574.862000
	Iteration 0F: 3 clusters Score -11739.96 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12210.674805 Penalty: 574.862000
	Iteration 1F: 3 clusters Score -12210.67 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12391.479492 Penalty: 574.862000
	Iteration 2F: 3 clusters Score -12391.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12481.958984 Penalty: 574.862000
	Iteration 3F: 3 clusters Score -12481.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12572.405273 Penalty: 574.862000
	Iteration 4F: 3 clusters Score -12572.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12645.382812 Penalty: 574.862000
	Iteration 5F: 3 clusters Score -12645.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12686.718750 Penalty: 574.862000
	Iteration 6Q: 3 clusters Score -12686.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -12736.885742 Penalty: 574.862000
	Iteration 7Q: 3 clusters Score -12736.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12795.753906 Penalty: 574.862000
	Iteration 8Q: 3 clusters Score -12795.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -12831.407227 Penalty: 574.862000
	Iteration 9Q: 3 clusters Score -12831.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -12852.543945 Penalty: 574.862000
	Iteration 10Q: 3 clusters Score -12852.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12860.233398 Penalty: 574.862000
	Iteration 11Q: 3 clusters Score -12860.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12860.938477 Penalty: 574.862000
	Iteration 12Q: 3 clusters Score -12860.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12861.221680 Penalty: 574.862000
	Iteration 13F: 3 clusters Score -12861.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12866.343750 Penalty: 574.862000
	Iteration 14Q: 3 clusters Score -12866.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12867.485352 Penalty: 574.862000
	Iteration 15Q: 3 clusters Score -12867.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12867.485352 Penalty: 574.862000
	Iteration 16F: 3 clusters Score -12867.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 253077 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 214994 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 231076 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 88638 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 110148 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 16043 members 
Mstep: Class 25 contains 242599 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 211 members 
Entering Unmasked Estep 
Score: -90501080.000000 Penalty: 21099.378906
Splitting cluster 15 changes total score from -90489800.000000 to -90501080.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (231076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231076 members 
Entering Unmasked Estep 
Score: -11453990.000000 Penalty: 561.947815
	Iteration 0F: 2 clusters Score -1.145399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115522 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -11315818.000000 Penalty: 1123.895630
	Iteration 0F: 3 clusters Score -1.131582e+07 nChanged 114080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 119684 members 
Entering Unmasked Estep 
Score: -11388501.000000 Penalty: 1123.895630
	Iteration 1F: 3 clusters Score -1.13885e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106795 members 
Mstep: Class 2 contains 124281 members 
Entering Unmasked Estep 
Score: -11396157.000000 Penalty: 1123.895630
	Iteration 2F: 3 clusters Score -1.139616e+07 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 131108 members 
Entering Unmasked Estep 
Score: -11410135.000000 Penalty: 1123.895630
	Iteration 3F: 3 clusters Score -1.141014e+07 nChanged 19258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 138502 members 
Entering Unmasked Estep 
Score: -11429409.000000 Penalty: 1123.895630
	Iteration 4F: 3 clusters Score -1.142941e+07 nChanged 17873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87265 members 
Mstep: Class 2 contains 143811 members 
Entering Unmasked Estep 
Score: -11444425.000000 Penalty: 1123.895630
	Iteration 5F: 3 clusters Score -1.144442e+07 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84700 members 
Mstep: Class 2 contains 146376 members 
Entering Unmasked Estep 
Score: -11450163.000000 Penalty: 1123.895630
	Iteration 6F: 3 clusters Score -1.145016e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82981 members 
Mstep: Class 2 contains 148095 members 
Entering Unmasked Estep 
Score: -11452562.000000 Penalty: 1123.895630
	Iteration 7Q: 3 clusters Score -1.145256e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 149576 members 
Entering Unmasked Estep 
Score: -11454159.000000 Penalty: 1123.895630
	Iteration 8Q: 3 clusters Score -1.145416e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 150918 members 
Entering Unmasked Estep 
Score: -11455346.000000 Penalty: 1123.895630
	Iteration 9Q: 3 clusters Score -1.145535e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 152048 members 
Entering Unmasked Estep 
Score: -11456210.000000 Penalty: 1123.895630
	Iteration 10Q: 3 clusters Score -1.145621e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 153012 members 
Entering Unmasked Estep 
Score: -11456901.000000 Penalty: 1123.895630
	Iteration 11Q: 3 clusters Score -1.14569e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77233 members 
Mstep: Class 2 contains 153843 members 
Entering Unmasked Estep 
Score: -11457361.000000 Penalty: 1123.895630
	Iteration 12Q: 3 clusters Score -1.145736e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 154547 members 
Entering Unmasked Estep 
Score: -11457737.000000 Penalty: 1123.895630
	Iteration 13Q: 3 clusters Score -1.145774e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 155268 members 
Entering Unmasked Estep 
Score: -11458048.000000 Penalty: 1123.895630
	Iteration 14Q: 3 clusters Score -1.145805e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 155964 members 
Entering Unmasked Estep 
Score: -11458213.000000 Penalty: 1123.895630
	Iteration 15Q: 3 clusters Score -1.145821e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74382 members 
Mstep: Class 2 contains 156694 members 
Entering Unmasked Estep 
Score: -11458437.000000 Penalty: 1123.895630
	Iteration 16Q: 3 clusters Score -1.145844e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 157403 members 
Entering Unmasked Estep 
Score: -11458535.000000 Penalty: 1123.895630
	Iteration 17Q: 3 clusters Score -1.145854e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 158176 members 
Entering Unmasked Estep 
Score: -11458726.000000 Penalty: 1123.895630
	Iteration 18Q: 3 clusters Score -1.145873e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 158993 members 
Entering Unmasked Estep 
Score: -11458889.000000 Penalty: 1123.895630
	Iteration 19Q: 3 clusters Score -1.145889e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 159890 members 
Entering Unmasked Estep 
Score: -11458960.000000 Penalty: 1123.895630
	Iteration 20F: 3 clusters Score -1.145896e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 160844 members 
Entering Unmasked Estep 
Score: -11459147.000000 Penalty: 1123.895630
	Iteration 21Q: 3 clusters Score -1.145915e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 161977 members 
Entering Unmasked Estep 
Score: -11459455.000000 Penalty: 1123.895630
	Iteration 22Q: 3 clusters Score -1.145946e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 163341 members 
Entering Unmasked Estep 
Score: -11459792.000000 Penalty: 1123.895630
	Iteration 23Q: 3 clusters Score -1.145979e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 164924 members 
Entering Unmasked Estep 
Score: -11460054.000000 Penalty: 1123.895630
	Iteration 24Q: 3 clusters Score -1.146005e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 166762 members 
Entering Unmasked Estep 
Score: -11460440.000000 Penalty: 1123.895630
	Iteration 25Q: 3 clusters Score -1.146044e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 168993 members 
Entering Unmasked Estep 
Score: -11460994.000000 Penalty: 1123.895630
	Iteration 26Q: 3 clusters Score -1.146099e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -11461538.000000 Penalty: 1123.895630
	Iteration 27Q: 3 clusters Score -1.146154e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 174340 members 
Entering Unmasked Estep 
Score: -11462227.000000 Penalty: 1123.895630
	Iteration 28Q: 3 clusters Score -1.146223e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 177530 members 
Entering Unmasked Estep 
Score: -11463150.000000 Penalty: 1123.895630
	Iteration 29Q: 3 clusters Score -1.146315e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 181033 members 
Entering Unmasked Estep 
Score: -11464148.000000 Penalty: 1123.895630
	Iteration 30Q: 3 clusters Score -1.146415e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 184713 members 
Entering Unmasked Estep 
Score: -11465018.000000 Penalty: 1123.895630
	Iteration 31Q: 3 clusters Score -1.146502e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 188378 members 
Entering Unmasked Estep 
Score: -11465892.000000 Penalty: 1123.895630
	Iteration 32Q: 3 clusters Score -1.146589e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 192000 members 
Entering Unmasked Estep 
Score: -11466863.000000 Penalty: 1123.895630
	Iteration 33Q: 3 clusters Score -1.146686e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 195563 members 
Entering Unmasked Estep 
Score: -11467670.000000 Penalty: 1123.895630
	Iteration 34Q: 3 clusters Score -1.146767e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 198929 members 
Entering Unmasked Estep 
Score: -11468522.000000 Penalty: 1123.895630
	Iteration 35Q: 3 clusters Score -1.146852e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 202174 members 
Entering Unmasked Estep 
Score: -11468917.000000 Penalty: 1123.895630
	Iteration 36Q: 3 clusters Score -1.146892e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 205354 members 
Entering Unmasked Estep 
Score: -11468569.000000 Penalty: 1123.895630
	Iteration 37Q: 3 clusters Score -1.146857e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 208329 members 
Entering Unmasked Estep 
Score: -11467707.000000 Penalty: 1123.895630
	Iteration 38Q: 3 clusters Score -1.146771e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 210955 members 
Entering Unmasked Estep 
Score: -11466753.000000 Penalty: 1123.895630
	Iteration 39Q: 3 clusters Score -1.146675e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 213055 members 
Entering Unmasked Estep 
Score: -11466046.000000 Penalty: 1123.895630
	Iteration 40F: 3 clusters Score -1.146605e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 215631 members 
Entering Unmasked Estep 
Score: -11464904.000000 Penalty: 1123.895630
	Iteration 41Q: 3 clusters Score -1.14649e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 217882 members 
Entering Unmasked Estep 
Score: -11463709.000000 Penalty: 1123.895630
	Iteration 42Q: 3 clusters Score -1.146371e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 219844 members 
Entering Unmasked Estep 
Score: -11462659.000000 Penalty: 1123.895630
	Iteration 43Q: 3 clusters Score -1.146266e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 221554 members 
Entering Unmasked Estep 
Score: -11461545.000000 Penalty: 1123.895630
	Iteration 44Q: 3 clusters Score -1.146154e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 223007 members 
Entering Unmasked Estep 
Score: -11460519.000000 Penalty: 1123.895630
	Iteration 45Q: 3 clusters Score -1.146052e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 224231 members 
Entering Unmasked Estep 
Score: -11459673.000000 Penalty: 1123.895630
	Iteration 46Q: 3 clusters Score -1.145967e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 225249 members 
Entering Unmasked Estep 
Score: -11458866.000000 Penalty: 1123.895630
	Iteration 47Q: 3 clusters Score -1.145887e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 226149 members 
Entering Unmasked Estep 
Score: -11458232.000000 Penalty: 1123.895630
	Iteration 48Q: 3 clusters Score -1.145823e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 226910 members 
Entering Unmasked Estep 
Score: -11457560.000000 Penalty: 1123.895630
	Iteration 49Q: 3 clusters Score -1.145756e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 227503 members 
Entering Unmasked Estep 
Score: -11457179.000000 Penalty: 1123.895630
	Iteration 50Q: 3 clusters Score -1.145718e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 227976 members 
Entering Unmasked Estep 
Score: -11456782.000000 Penalty: 1123.895630
	Iteration 51Q: 3 clusters Score -1.145678e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 228369 members 
Entering Unmasked Estep 
Score: -11456509.000000 Penalty: 1123.895630
	Iteration 52Q: 3 clusters Score -1.145651e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 228653 members 
Entering Unmasked Estep 
Score: -11456211.000000 Penalty: 1123.895630
	Iteration 53Q: 3 clusters Score -1.145621e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 228891 members 
Entering Unmasked Estep 
Score: -11456019.000000 Penalty: 1123.895630
	Iteration 54Q: 3 clusters Score -1.145602e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 229092 members 
Entering Unmasked Estep 
Score: -11455858.000000 Penalty: 1123.895630
	Iteration 55Q: 3 clusters Score -1.145586e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 229241 members 
Entering Unmasked Estep 
Score: -11455756.000000 Penalty: 1123.895630
	Iteration 56Q: 3 clusters Score -1.145576e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 229367 members 
Entering Unmasked Estep 
Score: -11455651.000000 Penalty: 1123.895630
	Iteration 57Q: 3 clusters Score -1.145565e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 229485 members 
Entering Unmasked Estep 
Score: -11455553.000000 Penalty: 1123.895630
	Iteration 58Q: 3 clusters Score -1.145555e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 229581 members 
Entering Unmasked Estep 
Score: -11455497.000000 Penalty: 1123.895630
	Iteration 59Q: 3 clusters Score -1.14555e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 229666 members 
Entering Unmasked Estep 
Score: -11455380.000000 Penalty: 1123.895630
	Iteration 60F: 3 clusters Score -1.145538e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 229725 members 
Entering Unmasked Estep 
Score: -11455305.000000 Penalty: 1123.895630
	Iteration 61Q: 3 clusters Score -1.14553e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 229783 members 
Entering Unmasked Estep 
Score: -11455257.000000 Penalty: 1123.895630
	Iteration 62Q: 3 clusters Score -1.145526e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 229833 members 
Entering Unmasked Estep 
Score: -11455227.000000 Penalty: 1123.895630
	Iteration 63Q: 3 clusters Score -1.145523e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 229874 members 
Entering Unmasked Estep 
Score: -11455197.000000 Penalty: 1123.895630
	Iteration 64Q: 3 clusters Score -1.14552e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 229904 members 
Entering Unmasked Estep 
Score: -11455178.000000 Penalty: 1123.895630
	Iteration 65Q: 3 clusters Score -1.145518e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 229929 members 
Entering Unmasked Estep 
Score: -11455148.000000 Penalty: 1123.895630
	Iteration 66Q: 3 clusters Score -1.145515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 229947 members 
Entering Unmasked Estep 
Score: -11455112.000000 Penalty: 1123.895630
	Iteration 67Q: 3 clusters Score -1.145511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 229964 members 
Entering Unmasked Estep 
Score: -11455099.000000 Penalty: 1123.895630
	Iteration 68Q: 3 clusters Score -1.14551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 229980 members 
Entering Unmasked Estep 
Score: -11455083.000000 Penalty: 1123.895630
	Iteration 69Q: 3 clusters Score -1.145508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 229990 members 
Entering Unmasked Estep 
Score: -11455078.000000 Penalty: 1123.895630
	Iteration 70Q: 3 clusters Score -1.145508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 230004 members 
Entering Unmasked Estep 
Score: -11455054.000000 Penalty: 1123.895630
	Iteration 71Q: 3 clusters Score -1.145505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 230023 members 
Entering Unmasked Estep 
Score: -11455038.000000 Penalty: 1123.895630
	Iteration 72Q: 3 clusters Score -1.145504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 230050 members 
Entering Unmasked Estep 
Score: -11454987.000000 Penalty: 1123.895630
	Iteration 73Q: 3 clusters Score -1.145499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 230076 members 
Entering Unmasked Estep 
Score: -11454950.000000 Penalty: 1123.895630
	Iteration 74Q: 3 clusters Score -1.145495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 230093 members 
Entering Unmasked Estep 
Score: -11454916.000000 Penalty: 1123.895630
	Iteration 75Q: 3 clusters Score -1.145492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 230112 members 
Entering Unmasked Estep 
Score: -11454885.000000 Penalty: 1123.895630
	Iteration 76Q: 3 clusters Score -1.145488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 230128 members 
Entering Unmasked Estep 
Score: -11454867.000000 Penalty: 1123.895630
	Iteration 77Q: 3 clusters Score -1.145487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 230139 members 
Entering Unmasked Estep 
Score: -11454859.000000 Penalty: 1123.895630
	Iteration 78Q: 3 clusters Score -1.145486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 230150 members 
Entering Unmasked Estep 
Score: -11454865.000000 Penalty: 1123.895630
	Iteration 79Q: 3 clusters Score -1.145486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 230160 members 
Entering Unmasked Estep 
Score: -11454857.000000 Penalty: 1123.895630
	Iteration 80F: 3 clusters Score -1.145486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 230172 members 
Entering Unmasked Estep 
Score: -11454848.000000 Penalty: 1123.895630
	Iteration 81Q: 3 clusters Score -1.145485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 230181 members 
Entering Unmasked Estep 
Score: -11454850.000000 Penalty: 1123.895630
	Iteration 82Q: 3 clusters Score -1.145485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 230192 members 
Entering Unmasked Estep 
Score: -11454832.000000 Penalty: 1123.895630
	Iteration 83Q: 3 clusters Score -1.145483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 230201 members 
Entering Unmasked Estep 
Score: -11454815.000000 Penalty: 1123.895630
	Iteration 84Q: 3 clusters Score -1.145482e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 230211 members 
Entering Unmasked Estep 
Score: -11454802.000000 Penalty: 1123.895630
	Iteration 85Q: 3 clusters Score -1.14548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 230223 members 
Entering Unmasked Estep 
Score: -11454776.000000 Penalty: 1123.895630
	Iteration 86Q: 3 clusters Score -1.145478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 230238 members 
Entering Unmasked Estep 
Score: -11454773.000000 Penalty: 1123.895630
	Iteration 87Q: 3 clusters Score -1.145477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 230249 members 
Entering Unmasked Estep 
Score: -11454767.000000 Penalty: 1123.895630
	Iteration 88Q: 3 clusters Score -1.145477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 230258 members 
Entering Unmasked Estep 
Score: -11454758.000000 Penalty: 1123.895630
	Iteration 89Q: 3 clusters Score -1.145476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 230265 members 
Entering Unmasked Estep 
Score: -11454757.000000 Penalty: 1123.895630
	Iteration 90Q: 3 clusters Score -1.145476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 230274 members 
Entering Unmasked Estep 
Score: -11454743.000000 Penalty: 1123.895630
	Iteration 91Q: 3 clusters Score -1.145474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 230284 members 
Entering Unmasked Estep 
Score: -11454724.000000 Penalty: 1123.895630
	Iteration 92Q: 3 clusters Score -1.145472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 230294 members 
Entering Unmasked Estep 
Score: -11454710.000000 Penalty: 1123.895630
	Iteration 93Q: 3 clusters Score -1.145471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 230301 members 
Entering Unmasked Estep 
Score: -11454710.000000 Penalty: 1123.895630
	Iteration 94Q: 3 clusters Score -1.145471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 230306 members 
Entering Unmasked Estep 
Score: -11454695.000000 Penalty: 1123.895630
	Iteration 95Q: 3 clusters Score -1.14547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 230309 members 
Entering Unmasked Estep 
Score: -11454703.000000 Penalty: 1123.895630
	Iteration 96Q: 3 clusters Score -1.14547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 230314 members 
Entering Unmasked Estep 
Score: -11454689.000000 Penalty: 1123.895630
	Iteration 97Q: 3 clusters Score -1.145469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 230318 members 
Entering Unmasked Estep 
Score: -11454681.000000 Penalty: 1123.895630
	Iteration 98Q: 3 clusters Score -1.145468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 230322 members 
Entering Unmasked Estep 
Score: -11454684.000000 Penalty: 1123.895630
	Iteration 99Q: 3 clusters Score -1.145468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 230322 members 
Entering Unmasked Estep 
Score: -11454673.000000 Penalty: 1123.895630
	Iteration 100F: 3 clusters Score -1.145467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 230321 members 
Entering Unmasked Estep 
Score: -11454672.000000 Penalty: 1123.895630
	Iteration 101Q: 3 clusters Score -1.145467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 230321 members 
Entering Unmasked Estep 
Score: -11454672.000000 Penalty: 1123.895630
	Iteration 102F: 3 clusters Score -1.145467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 253077 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 214994 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 88638 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 110148 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 16043 members 
Mstep: Class 25 contains 242599 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 230321 members 
Entering Unmasked Estep 
Score: -90501816.000000 Penalty: 21758.734375
Splitting cluster 16 changes total score from -90489800.000000 to -90501816.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -32050.070312 Penalty: 298.139099
	Iteration 0F: 2 clusters Score -32050.07 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 372 members 
Entering Unmasked Estep 
Score: -31430.246094 Penalty: 596.278198
	Iteration 0F: 3 clusters Score -31430.25 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31606.003906 Penalty: 596.278198
	Iteration 1F: 3 clusters Score -31606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -31660.775391 Penalty: 596.278198
	Iteration 2F: 3 clusters Score -31660.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31695.441406 Penalty: 596.278198
	Iteration 3F: 3 clusters Score -31695.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31713.443359 Penalty: 596.278198
	Iteration 4Q: 3 clusters Score -31713.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31728.232422 Penalty: 596.278198
	Iteration 5Q: 3 clusters Score -31728.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31739.552734 Penalty: 596.278198
	Iteration 6Q: 3 clusters Score -31739.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -31743.167969 Penalty: 596.278198
	Iteration 7Q: 3 clusters Score -31743.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31747.328125 Penalty: 596.278198
	Iteration 8Q: 3 clusters Score -31747.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31748.712891 Penalty: 596.278198
	Iteration 9Q: 3 clusters Score -31748.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -31749.091797 Penalty: 596.278198
	Iteration 10Q: 3 clusters Score -31749.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31749.429688 Penalty: 596.278198
	Iteration 11Q: 3 clusters Score -31749.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31749.779297 Penalty: 596.278198
	Iteration 12Q: 3 clusters Score -31749.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31750.208984 Penalty: 596.278198
	Iteration 13Q: 3 clusters Score -31750.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31750.531250 Penalty: 596.278198
	Iteration 14Q: 3 clusters Score -31750.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31752.638672 Penalty: 596.278198
	Iteration 15Q: 3 clusters Score -31752.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31757.728516 Penalty: 596.278198
	Iteration 16Q: 3 clusters Score -31757.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31760.580078 Penalty: 596.278198
	Iteration 17Q: 3 clusters Score -31760.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31763.453125 Penalty: 596.278198
	Iteration 18Q: 3 clusters Score -31763.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31765.355469 Penalty: 596.278198
	Iteration 19Q: 3 clusters Score -31765.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31767.484375 Penalty: 596.278198
	Iteration 20F: 3 clusters Score -31767.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31767.902344 Penalty: 596.278198
	Iteration 21Q: 3 clusters Score -31767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31769.304688 Penalty: 596.278198
	Iteration 22Q: 3 clusters Score -31769.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31771.796875 Penalty: 596.278198
	Iteration 23Q: 3 clusters Score -31771.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31773.894531 Penalty: 596.278198
	Iteration 24Q: 3 clusters Score -31773.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31774.935547 Penalty: 596.278198
	Iteration 25Q: 3 clusters Score -31774.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31776.015625 Penalty: 596.278198
	Iteration 26Q: 3 clusters Score -31776.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31776.603516 Penalty: 596.278198
	Iteration 27Q: 3 clusters Score -31776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31777.773438 Penalty: 596.278198
	Iteration 28Q: 3 clusters Score -31777.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31777.773438 Penalty: 596.278198
	Iteration 29F: 3 clusters Score -31777.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Entering Unmasked Estep 
Score: -4025662.000000 Penalty: 518.350342
	Iteration 0F: 2 clusters Score -4025662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -3965630.750000 Penalty: 1036.700684
	Iteration 0F: 3 clusters Score -3965631 nChanged 43284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -3993339.000000 Penalty: 1036.700684
	Iteration 1F: 3 clusters Score -3993339 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -3995559.000000 Penalty: 1036.700684
	Iteration 2Q: 3 clusters Score -3995559 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -3998495.250000 Penalty: 1036.700684
	Iteration 3F: 3 clusters Score -3998495 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4002001.500000 Penalty: 1036.700684
	Iteration 4F: 3 clusters Score -4002002 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -4006062.750000 Penalty: 1036.700684
	Iteration 5F: 3 clusters Score -4006063 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4010530.500000 Penalty: 1036.700684
	Iteration 6F: 3 clusters Score -4010530 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4015335.000000 Penalty: 1036.700684
	Iteration 7F: 3 clusters Score -4015335 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -4020090.500000 Penalty: 1036.700684
	Iteration 8F: 3 clusters Score -4020090 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -4023925.000000 Penalty: 1036.700684
	Iteration 9Q: 3 clusters Score -4023925 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4026352.500000 Penalty: 1036.700684
	Iteration 10Q: 3 clusters Score -4026352 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -4027732.750000 Penalty: 1036.700684
	Iteration 11Q: 3 clusters Score -4027733 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -4028540.250000 Penalty: 1036.700684
	Iteration 12Q: 3 clusters Score -4028540 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4028942.500000 Penalty: 1036.700684
	Iteration 13Q: 3 clusters Score -4028942 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -4029143.250000 Penalty: 1036.700684
	Iteration 14Q: 3 clusters Score -4029143 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -4029236.500000 Penalty: 1036.700684
	Iteration 15Q: 3 clusters Score -4029236 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4029297.750000 Penalty: 1036.700684
	Iteration 16Q: 3 clusters Score -4029298 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -4029312.750000 Penalty: 1036.700684
	Iteration 17Q: 3 clusters Score -4029313 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -4029330.250000 Penalty: 1036.700684
	Iteration 18Q: 3 clusters Score -4029330 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4029336.000000 Penalty: 1036.700684
	Iteration 19Q: 3 clusters Score -4029336 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4029396.000000 Penalty: 1036.700684
	Iteration 20F: 3 clusters Score -4029396 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4029408.000000 Penalty: 1036.700684
	Iteration 21Q: 3 clusters Score -4029408 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4029413.500000 Penalty: 1036.700684
	Iteration 22Q: 3 clusters Score -4029414 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -4029419.500000 Penalty: 1036.700684
	Iteration 23Q: 3 clusters Score -4029420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4029418.750000 Penalty: 1036.700684
	Iteration 24Q: 3 clusters Score -4029419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -4029414.000000 Penalty: 1036.700684
	Iteration 25Q: 3 clusters Score -4029414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -4029405.500000 Penalty: 1036.700684
	Iteration 26Q: 3 clusters Score -4029406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4029405.500000 Penalty: 1036.700684
	Iteration 27Q: 3 clusters Score -4029406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -4029410.750000 Penalty: 1036.700684
	Iteration 28Q: 3 clusters Score -4029411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4029407.750000 Penalty: 1036.700684
	Iteration 29Q: 3 clusters Score -4029408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4029410.250000 Penalty: 1036.700684
	Iteration 30Q: 3 clusters Score -4029410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4029414.000000 Penalty: 1036.700684
	Iteration 31Q: 3 clusters Score -4029414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4029412.500000 Penalty: 1036.700684
	Iteration 32Q: 3 clusters Score -4029412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -4029412.750000 Penalty: 1036.700684
	Iteration 33Q: 3 clusters Score -4029413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -4029415.000000 Penalty: 1036.700684
	Iteration 34Q: 3 clusters Score -4029415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71883 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -4029420.000000 Penalty: 1036.700684
	Iteration 35Q: 3 clusters Score -4029420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4029424.750000 Penalty: 1036.700684
	Iteration 36Q: 3 clusters Score -4029425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -4029425.250000 Penalty: 1036.700684
	Iteration 37Q: 3 clusters Score -4029425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4029428.000000 Penalty: 1036.700684
	Iteration 38Q: 3 clusters Score -4029428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -4029423.000000 Penalty: 1036.700684
	Iteration 39Q: 3 clusters Score -4029423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4029426.500000 Penalty: 1036.700684
	Iteration 40F: 3 clusters Score -4029426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4029427.000000 Penalty: 1036.700684
	Iteration 41Q: 3 clusters Score -4029427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4029424.000000 Penalty: 1036.700684
	Iteration 42Q: 3 clusters Score -4029424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -4029426.250000 Penalty: 1036.700684
	Iteration 43Q: 3 clusters Score -4029426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -4029427.750000 Penalty: 1036.700684
	Iteration 44Q: 3 clusters Score -4029428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4029423.750000 Penalty: 1036.700684
	Iteration 45Q: 3 clusters Score -4029424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -4029425.250000 Penalty: 1036.700684
	Iteration 46Q: 3 clusters Score -4029425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4029427.750000 Penalty: 1036.700684
	Iteration 47Q: 3 clusters Score -4029428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71775 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -4029424.750000 Penalty: 1036.700684
	Iteration 48Q: 3 clusters Score -4029425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4029422.750000 Penalty: 1036.700684
	Iteration 49Q: 3 clusters Score -4029423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4029422.500000 Penalty: 1036.700684
	Iteration 50Q: 3 clusters Score -4029422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -4029423.750000 Penalty: 1036.700684
	Iteration 51Q: 3 clusters Score -4029424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4029426.000000 Penalty: 1036.700684
	Iteration 52Q: 3 clusters Score -4029426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -4029424.250000 Penalty: 1036.700684
	Iteration 53Q: 3 clusters Score -4029424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4029424.500000 Penalty: 1036.700684
	Iteration 54Q: 3 clusters Score -4029424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4029424.500000 Penalty: 1036.700684
	Iteration 55F: 3 clusters Score -4029424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 253077 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 214994 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 71749 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 110148 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 16043 members 
Mstep: Class 25 contains 242599 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 230321 members 
Mstep: Class 34 contains 16889 members 
Entering Unmasked Estep 
Score: -90506416.000000 Penalty: 22418.089844
Splitting cluster 18 changes total score from -90489800.000000 to -90506416.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (4834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Entering Unmasked Estep 
Score: -198425.484375 Penalty: 385.996063
	Iteration 0F: 2 clusters Score -198425.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -195149.484375 Penalty: 771.992126
	Iteration 0F: 3 clusters Score -195149.5 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -196533.625000 Penalty: 771.992126
	Iteration 1F: 3 clusters Score -196533.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -196701.796875 Penalty: 771.992126
	Iteration 2F: 3 clusters Score -196701.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -196865.218750 Penalty: 771.992126
	Iteration 3F: 3 clusters Score -196865.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -197022.296875 Penalty: 771.992126
	Iteration 4F: 3 clusters Score -197022.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -197167.109375 Penalty: 771.992126
	Iteration 5F: 3 clusters Score -197167.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -197319.031250 Penalty: 771.992126
	Iteration 6Q: 3 clusters Score -197319 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -197529.031250 Penalty: 771.992126
	Iteration 7F: 3 clusters Score -197529 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -197692.125000 Penalty: 771.992126
	Iteration 8Q: 3 clusters Score -197692.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -197807.796875 Penalty: 771.992126
	Iteration 9Q: 3 clusters Score -197807.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -197881.187500 Penalty: 771.992126
	Iteration 10Q: 3 clusters Score -197881.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -197921.781250 Penalty: 771.992126
	Iteration 11Q: 3 clusters Score -197921.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -197952.031250 Penalty: 771.992126
	Iteration 12Q: 3 clusters Score -197952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -197976.296875 Penalty: 771.992126
	Iteration 13Q: 3 clusters Score -197976.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -197990.750000 Penalty: 771.992126
	Iteration 14Q: 3 clusters Score -197990.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -198002.671875 Penalty: 771.992126
	Iteration 15Q: 3 clusters Score -198002.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -198011.562500 Penalty: 771.992126
	Iteration 16Q: 3 clusters Score -198011.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -198018.171875 Penalty: 771.992126
	Iteration 17Q: 3 clusters Score -198018.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -198027.234375 Penalty: 771.992126
	Iteration 18Q: 3 clusters Score -198027.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -198032.062500 Penalty: 771.992126
	Iteration 19Q: 3 clusters Score -198032.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -198036.843750 Penalty: 771.992126
	Iteration 20F: 3 clusters Score -198036.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -198040.687500 Penalty: 771.992126
	Iteration 21Q: 3 clusters Score -198040.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -198043.609375 Penalty: 771.992126
	Iteration 22Q: 3 clusters Score -198043.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -198046.312500 Penalty: 771.992126
	Iteration 23Q: 3 clusters Score -198046.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -198048.125000 Penalty: 771.992126
	Iteration 24Q: 3 clusters Score -198048.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -198049.343750 Penalty: 771.992126
	Iteration 25Q: 3 clusters Score -198049.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -198050.781250 Penalty: 771.992126
	Iteration 26Q: 3 clusters Score -198050.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -198052.312500 Penalty: 771.992126
	Iteration 27Q: 3 clusters Score -198052.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -198054.140625 Penalty: 771.992126
	Iteration 28Q: 3 clusters Score -198054.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -198055.343750 Penalty: 771.992126
	Iteration 29Q: 3 clusters Score -198055.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -198057.296875 Penalty: 771.992126
	Iteration 30Q: 3 clusters Score -198057.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -198058.000000 Penalty: 771.992126
	Iteration 31Q: 3 clusters Score -198058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -198058.921875 Penalty: 771.992126
	Iteration 32Q: 3 clusters Score -198058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -198059.500000 Penalty: 771.992126
	Iteration 33Q: 3 clusters Score -198059.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -198060.515625 Penalty: 771.992126
	Iteration 34Q: 3 clusters Score -198060.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -198061.906250 Penalty: 771.992126
	Iteration 35Q: 3 clusters Score -198061.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -198063.375000 Penalty: 771.992126
	Iteration 36Q: 3 clusters Score -198063.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -198066.031250 Penalty: 771.992126
	Iteration 37Q: 3 clusters Score -198066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -198066.390625 Penalty: 771.992126
	Iteration 38Q: 3 clusters Score -198066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -198067.000000 Penalty: 771.992126
	Iteration 39Q: 3 clusters Score -198067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198067.734375 Penalty: 771.992126
	Iteration 40F: 3 clusters Score -198067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -198067.984375 Penalty: 771.992126
	Iteration 41Q: 3 clusters Score -198068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198067.906250 Penalty: 771.992126
	Iteration 42Q: 3 clusters Score -198067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198067.906250 Penalty: 771.992126
	Iteration 43F: 3 clusters Score -198067.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (110148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110148 members 
Entering Unmasked Estep 
Score: -5267942.500000 Penalty: 528.235901
	Iteration 0F: 2 clusters Score -5267942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -5193534.500000 Penalty: 1056.471802
	Iteration 0F: 3 clusters Score -5193534 nChanged 53796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -5228728.500000 Penalty: 1056.471802
	Iteration 1F: 3 clusters Score -5228728 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -5232370.500000 Penalty: 1056.471802
	Iteration 2F: 3 clusters Score -5232370 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -5236367.500000 Penalty: 1056.471802
	Iteration 3F: 3 clusters Score -5236368 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -5239812.500000 Penalty: 1056.471802
	Iteration 4F: 3 clusters Score -5239812 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -5242605.500000 Penalty: 1056.471802
	Iteration 5F: 3 clusters Score -5242606 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -5245224.500000 Penalty: 1056.471802
	Iteration 6Q: 3 clusters Score -5245224 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -5248104.000000 Penalty: 1056.471802
	Iteration 7Q: 3 clusters Score -5248104 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -5251132.000000 Penalty: 1056.471802
	Iteration 8Q: 3 clusters Score -5251132 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -5253961.500000 Penalty: 1056.471802
	Iteration 9Q: 3 clusters Score -5253962 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -5256290.500000 Penalty: 1056.471802
	Iteration 10Q: 3 clusters Score -5256290 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -5258588.500000 Penalty: 1056.471802
	Iteration 11Q: 3 clusters Score -5258588 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -5261142.000000 Penalty: 1056.471802
	Iteration 12Q: 3 clusters Score -5261142 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5263967.000000 Penalty: 1056.471802
	Iteration 13Q: 3 clusters Score -5263967 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93783 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5266330.000000 Penalty: 1056.471802
	Iteration 14Q: 3 clusters Score -5266330 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -5267793.500000 Penalty: 1056.471802
	Iteration 15Q: 3 clusters Score -5267794 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -5268684.500000 Penalty: 1056.471802
	Iteration 16Q: 3 clusters Score -5268684 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -5269199.500000 Penalty: 1056.471802
	Iteration 17Q: 3 clusters Score -5269200 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -5269542.000000 Penalty: 1056.471802
	Iteration 18Q: 3 clusters Score -5269542 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -5269771.500000 Penalty: 1056.471802
	Iteration 19Q: 3 clusters Score -5269772 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -5269931.500000 Penalty: 1056.471802
	Iteration 20F: 3 clusters Score -5269932 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -5270024.500000 Penalty: 1056.471802
	Iteration 21Q: 3 clusters Score -5270024 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -5270123.000000 Penalty: 1056.471802
	Iteration 22Q: 3 clusters Score -5270123 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -5270177.000000 Penalty: 1056.471802
	Iteration 23Q: 3 clusters Score -5270177 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -5270244.500000 Penalty: 1056.471802
	Iteration 24Q: 3 clusters Score -5270244 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101516 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -5270307.500000 Penalty: 1056.471802
	Iteration 25Q: 3 clusters Score -5270308 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -5270333.000000 Penalty: 1056.471802
	Iteration 26Q: 3 clusters Score -5270333 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101918 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -5270366.000000 Penalty: 1056.471802
	Iteration 27Q: 3 clusters Score -5270366 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -5270389.000000 Penalty: 1056.471802
	Iteration 28Q: 3 clusters Score -5270389 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -5270408.500000 Penalty: 1056.471802
	Iteration 29Q: 3 clusters Score -5270408 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102372 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -5270413.500000 Penalty: 1056.471802
	Iteration 30Q: 3 clusters Score -5270414 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -5270431.500000 Penalty: 1056.471802
	Iteration 31Q: 3 clusters Score -5270432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102570 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -5270440.000000 Penalty: 1056.471802
	Iteration 32Q: 3 clusters Score -5270440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102648 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -5270430.000000 Penalty: 1056.471802
	Iteration 33Q: 3 clusters Score -5270430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102727 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -5270436.500000 Penalty: 1056.471802
	Iteration 34Q: 3 clusters Score -5270436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -5270443.000000 Penalty: 1056.471802
	Iteration 35Q: 3 clusters Score -5270443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -5270440.000000 Penalty: 1056.471802
	Iteration 36Q: 3 clusters Score -5270440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -5270456.500000 Penalty: 1056.471802
	Iteration 37Q: 3 clusters Score -5270456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -5270456.500000 Penalty: 1056.471802
	Iteration 38Q: 3 clusters Score -5270456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102930 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5270449.500000 Penalty: 1056.471802
	Iteration 39Q: 3 clusters Score -5270450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102954 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -5270451.000000 Penalty: 1056.471802
	Iteration 40F: 3 clusters Score -5270451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102971 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5270452.000000 Penalty: 1056.471802
	Iteration 41Q: 3 clusters Score -5270452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -5270448.000000 Penalty: 1056.471802
	Iteration 42Q: 3 clusters Score -5270448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -5270445.500000 Penalty: 1056.471802
	Iteration 43Q: 3 clusters Score -5270446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -5270451.500000 Penalty: 1056.471802
	Iteration 44Q: 3 clusters Score -5270452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103020 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -5270449.000000 Penalty: 1056.471802
	Iteration 45Q: 3 clusters Score -5270449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103036 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -5270445.000000 Penalty: 1056.471802
	Iteration 46Q: 3 clusters Score -5270445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103050 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -5270445.000000 Penalty: 1056.471802
	Iteration 47Q: 3 clusters Score -5270445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -5270444.000000 Penalty: 1056.471802
	Iteration 48Q: 3 clusters Score -5270444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -5270445.000000 Penalty: 1056.471802
	Iteration 49Q: 3 clusters Score -5270445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -5270446.000000 Penalty: 1056.471802
	Iteration 50Q: 3 clusters Score -5270446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103091 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -5270450.000000 Penalty: 1056.471802
	Iteration 51Q: 3 clusters Score -5270450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -5270448.000000 Penalty: 1056.471802
	Iteration 52Q: 3 clusters Score -5270448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103098 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -5270446.500000 Penalty: 1056.471802
	Iteration 53Q: 3 clusters Score -5270446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103100 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -5270446.000000 Penalty: 1056.471802
	Iteration 54Q: 3 clusters Score -5270446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -5270444.500000 Penalty: 1056.471802
	Iteration 55Q: 3 clusters Score -5270444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -5270444.000000 Penalty: 1056.471802
	Iteration 56Q: 3 clusters Score -5270444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -5270444.000000 Penalty: 1056.471802
	Iteration 57F: 3 clusters Score -5270444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 253077 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 214994 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 71749 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 103102 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 16043 members 
Mstep: Class 25 contains 242599 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 230321 members 
Mstep: Class 34 contains 16889 members 
Mstep: Class 35 contains 7046 members 
Entering Unmasked Estep 
Score: -90508632.000000 Penalty: 23077.445312
Splitting cluster 20 changes total score from -90489800.000000 to -90508632.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -129280.179688 Penalty: 358.196716
	Iteration 0F: 2 clusters Score -129280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -127447.273438 Penalty: 716.393433
	Iteration 0F: 3 clusters Score -127447.3 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -128050.312500 Penalty: 716.393433
	Iteration 1F: 3 clusters Score -128050.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -128111.289062 Penalty: 716.393433
	Iteration 2F: 3 clusters Score -128111.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -128164.539062 Penalty: 716.393433
	Iteration 3Q: 3 clusters Score -128164.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -128214.203125 Penalty: 716.393433
	Iteration 4Q: 3 clusters Score -128214.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -128255.632812 Penalty: 716.393433
	Iteration 5Q: 3 clusters Score -128255.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -128305.101562 Penalty: 716.393433
	Iteration 6Q: 3 clusters Score -128305.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -128386.375000 Penalty: 716.393433
	Iteration 7Q: 3 clusters Score -128386.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -128490.421875 Penalty: 716.393433
	Iteration 8Q: 3 clusters Score -128490.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -128603.492188 Penalty: 716.393433
	Iteration 9F: 3 clusters Score -128603.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -128699.804688 Penalty: 716.393433
	Iteration 10F: 3 clusters Score -128699.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -128767.562500 Penalty: 716.393433
	Iteration 11Q: 3 clusters Score -128767.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -128806.796875 Penalty: 716.393433
	Iteration 12Q: 3 clusters Score -128806.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -128830.664062 Penalty: 716.393433
	Iteration 13Q: 3 clusters Score -128830.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -128848.968750 Penalty: 716.393433
	Iteration 14Q: 3 clusters Score -128849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -128860.382812 Penalty: 716.393433
	Iteration 15Q: 3 clusters Score -128860.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -128870.992188 Penalty: 716.393433
	Iteration 16Q: 3 clusters Score -128871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -128879.015625 Penalty: 716.393433
	Iteration 17Q: 3 clusters Score -128879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -128885.507812 Penalty: 716.393433
	Iteration 18Q: 3 clusters Score -128885.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128888.343750 Penalty: 716.393433
	Iteration 19Q: 3 clusters Score -128888.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -128890.562500 Penalty: 716.393433
	Iteration 20F: 3 clusters Score -128890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -128893.250000 Penalty: 716.393433
	Iteration 21Q: 3 clusters Score -128893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -128895.906250 Penalty: 716.393433
	Iteration 22Q: 3 clusters Score -128895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -128898.687500 Penalty: 716.393433
	Iteration 23Q: 3 clusters Score -128898.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128901.101562 Penalty: 716.393433
	Iteration 24Q: 3 clusters Score -128901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -128902.726562 Penalty: 716.393433
	Iteration 25Q: 3 clusters Score -128902.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -128904.867188 Penalty: 716.393433
	Iteration 26Q: 3 clusters Score -128904.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -128906.687500 Penalty: 716.393433
	Iteration 27Q: 3 clusters Score -128906.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -128908.062500 Penalty: 716.393433
	Iteration 28Q: 3 clusters Score -128908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -128908.710938 Penalty: 716.393433
	Iteration 29Q: 3 clusters Score -128908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -128909.687500 Penalty: 716.393433
	Iteration 30Q: 3 clusters Score -128909.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -128910.632812 Penalty: 716.393433
	Iteration 31Q: 3 clusters Score -128910.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -128911.421875 Penalty: 716.393433
	Iteration 32Q: 3 clusters Score -128911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -128911.796875 Penalty: 716.393433
	Iteration 33Q: 3 clusters Score -128911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128912.000000 Penalty: 716.393433
	Iteration 34Q: 3 clusters Score -128912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -128912.226562 Penalty: 716.393433
	Iteration 35Q: 3 clusters Score -128912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -128912.226562 Penalty: 716.393433
	Iteration 36F: 3 clusters Score -128912.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -79261.210938 Penalty: 337.853790
	Iteration 0F: 2 clusters Score -79261.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -78031.453125 Penalty: 675.707581
	Iteration 0F: 3 clusters Score -78031.45 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -78478.257812 Penalty: 675.707581
	Iteration 1F: 3 clusters Score -78478.26 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -78565.203125 Penalty: 675.707581
	Iteration 2F: 3 clusters Score -78565.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -78642.015625 Penalty: 675.707581
	Iteration 3F: 3 clusters Score -78642.02 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -78738.843750 Penalty: 675.707581
	Iteration 4F: 3 clusters Score -78738.84 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -78834.742188 Penalty: 675.707581
	Iteration 5F: 3 clusters Score -78834.74 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78918.867188 Penalty: 675.707581
	Iteration 6F: 3 clusters Score -78918.87 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -78979.484375 Penalty: 675.707581
	Iteration 7Q: 3 clusters Score -78979.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -79018.578125 Penalty: 675.707581
	Iteration 8Q: 3 clusters Score -79018.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -79048.906250 Penalty: 675.707581
	Iteration 9Q: 3 clusters Score -79048.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -79085.023438 Penalty: 675.707581
	Iteration 10Q: 3 clusters Score -79085.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -79109.273438 Penalty: 675.707581
	Iteration 11Q: 3 clusters Score -79109.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79118.867188 Penalty: 675.707581
	Iteration 12Q: 3 clusters Score -79118.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79124.406250 Penalty: 675.707581
	Iteration 13Q: 3 clusters Score -79124.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79129.929688 Penalty: 675.707581
	Iteration 14Q: 3 clusters Score -79129.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79135.476562 Penalty: 675.707581
	Iteration 15Q: 3 clusters Score -79135.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79141.695312 Penalty: 675.707581
	Iteration 16Q: 3 clusters Score -79141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79153.914062 Penalty: 675.707581
	Iteration 17Q: 3 clusters Score -79153.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79169.703125 Penalty: 675.707581
	Iteration 18Q: 3 clusters Score -79169.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -79173.375000 Penalty: 675.707581
	Iteration 19Q: 3 clusters Score -79173.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79175.757812 Penalty: 675.707581
	Iteration 20F: 3 clusters Score -79175.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79176.367188 Penalty: 675.707581
	Iteration 21Q: 3 clusters Score -79176.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79176.367188 Penalty: 675.707581
	Iteration 22F: 3 clusters Score -79176.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Entering Unmasked Estep 
Score: -758289.437500 Penalty: 440.577789
	Iteration 0F: 2 clusters Score -758289.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -747683.187500 Penalty: 881.155579
	Iteration 0F: 3 clusters Score -747683.2 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -755468.625000 Penalty: 881.155579
	Iteration 1F: 3 clusters Score -755468.6 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -758255.562500 Penalty: 881.155579
	Iteration 2F: 3 clusters Score -758255.6 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -760263.000000 Penalty: 881.155579
	Iteration 3F: 3 clusters Score -760263 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -761080.312500 Penalty: 881.155579
	Iteration 4F: 3 clusters Score -761080.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -761520.437500 Penalty: 881.155579
	Iteration 5Q: 3 clusters Score -761520.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -761754.937500 Penalty: 881.155579
	Iteration 6Q: 3 clusters Score -761754.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -761860.687500 Penalty: 881.155579
	Iteration 7Q: 3 clusters Score -761860.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -761914.000000 Penalty: 881.155579
	Iteration 8Q: 3 clusters Score -761914 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -761944.750000 Penalty: 881.155579
	Iteration 9Q: 3 clusters Score -761944.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -761958.437500 Penalty: 881.155579
	Iteration 10Q: 3 clusters Score -761958.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -761969.000000 Penalty: 881.155579
	Iteration 11Q: 3 clusters Score -761969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -761973.562500 Penalty: 881.155579
	Iteration 12Q: 3 clusters Score -761973.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -761977.125000 Penalty: 881.155579
	Iteration 13Q: 3 clusters Score -761977.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -761980.750000 Penalty: 881.155579
	Iteration 14Q: 3 clusters Score -761980.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -761981.187500 Penalty: 881.155579
	Iteration 15Q: 3 clusters Score -761981.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -761982.312500 Penalty: 881.155579
	Iteration 16Q: 3 clusters Score -761982.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -761981.750000 Penalty: 881.155579
	Iteration 17Q: 3 clusters Score -761981.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -761987.250000 Penalty: 881.155579
	Iteration 18Q: 3 clusters Score -761987.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -761987.062500 Penalty: 881.155579
	Iteration 19Q: 3 clusters Score -761987.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -761985.937500 Penalty: 881.155579
	Iteration 20F: 3 clusters Score -761985.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -761985.500000 Penalty: 881.155579
	Iteration 21Q: 3 clusters Score -761985.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -761988.687500 Penalty: 881.155579
	Iteration 22Q: 3 clusters Score -761988.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -761989.062500 Penalty: 881.155579
	Iteration 23Q: 3 clusters Score -761989.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -761990.187500 Penalty: 881.155579
	Iteration 24Q: 3 clusters Score -761990.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -761988.312500 Penalty: 881.155579
	Iteration 25Q: 3 clusters Score -761988.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -761988.687500 Penalty: 881.155579
	Iteration 26Q: 3 clusters Score -761988.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -761992.500000 Penalty: 881.155579
	Iteration 27Q: 3 clusters Score -761992.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -761993.750000 Penalty: 881.155579
	Iteration 28Q: 3 clusters Score -761993.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -761993.375000 Penalty: 881.155579
	Iteration 29Q: 3 clusters Score -761993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -761994.937500 Penalty: 881.155579
	Iteration 30Q: 3 clusters Score -761994.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -761995.937500 Penalty: 881.155579
	Iteration 31Q: 3 clusters Score -761995.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -761997.500000 Penalty: 881.155579
	Iteration 32Q: 3 clusters Score -761997.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -761997.250000 Penalty: 881.155579
	Iteration 33Q: 3 clusters Score -761997.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -761998.937500 Penalty: 881.155579
	Iteration 34Q: 3 clusters Score -761998.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -762000.312500 Penalty: 881.155579
	Iteration 35Q: 3 clusters Score -762000.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -762002.750000 Penalty: 881.155579
	Iteration 36Q: 3 clusters Score -762002.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -762006.562500 Penalty: 881.155579
	Iteration 37Q: 3 clusters Score -762006.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -762017.375000 Penalty: 881.155579
	Iteration 38Q: 3 clusters Score -762017.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -762027.812500 Penalty: 881.155579
	Iteration 39Q: 3 clusters Score -762027.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -762042.625000 Penalty: 881.155579
	Iteration 40F: 3 clusters Score -762042.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -762054.125000 Penalty: 881.155579
	Iteration 41Q: 3 clusters Score -762054.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -762066.875000 Penalty: 881.155579
	Iteration 42Q: 3 clusters Score -762066.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -762085.437500 Penalty: 881.155579
	Iteration 43Q: 3 clusters Score -762085.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -762108.937500 Penalty: 881.155579
	Iteration 44Q: 3 clusters Score -762108.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -762134.687500 Penalty: 881.155579
	Iteration 45Q: 3 clusters Score -762134.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -762173.312500 Penalty: 881.155579
	Iteration 46Q: 3 clusters Score -762173.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -762222.750000 Penalty: 881.155579
	Iteration 47Q: 3 clusters Score -762222.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -762308.500000 Penalty: 881.155579
	Iteration 48Q: 3 clusters Score -762308.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -762356.750000 Penalty: 881.155579
	Iteration 49Q: 3 clusters Score -762356.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -762395.875000 Penalty: 881.155579
	Iteration 50Q: 3 clusters Score -762395.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -762428.312500 Penalty: 881.155579
	Iteration 51Q: 3 clusters Score -762428.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -762455.812500 Penalty: 881.155579
	Iteration 52Q: 3 clusters Score -762455.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -762470.125000 Penalty: 881.155579
	Iteration 53Q: 3 clusters Score -762470.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -762486.125000 Penalty: 881.155579
	Iteration 54Q: 3 clusters Score -762486.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -762503.875000 Penalty: 881.155579
	Iteration 55Q: 3 clusters Score -762503.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -762521.375000 Penalty: 881.155579
	Iteration 56Q: 3 clusters Score -762521.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -762541.750000 Penalty: 881.155579
	Iteration 57Q: 3 clusters Score -762541.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -762562.312500 Penalty: 881.155579
	Iteration 58Q: 3 clusters Score -762562.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -762584.937500 Penalty: 881.155579
	Iteration 59Q: 3 clusters Score -762584.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -762613.875000 Penalty: 881.155579
	Iteration 60F: 3 clusters Score -762613.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -762639.125000 Penalty: 881.155579
	Iteration 61Q: 3 clusters Score -762639.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -762658.375000 Penalty: 881.155579
	Iteration 62Q: 3 clusters Score -762658.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -762679.250000 Penalty: 881.155579
	Iteration 63Q: 3 clusters Score -762679.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -762696.250000 Penalty: 881.155579
	Iteration 64Q: 3 clusters Score -762696.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -762709.625000 Penalty: 881.155579
	Iteration 65Q: 3 clusters Score -762709.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -762720.000000 Penalty: 881.155579
	Iteration 66Q: 3 clusters Score -762720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -762729.625000 Penalty: 881.155579
	Iteration 67Q: 3 clusters Score -762729.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -762741.937500 Penalty: 881.155579
	Iteration 68Q: 3 clusters Score -762741.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -762753.500000 Penalty: 881.155579
	Iteration 69Q: 3 clusters Score -762753.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -762767.562500 Penalty: 881.155579
	Iteration 70Q: 3 clusters Score -762767.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -762780.062500 Penalty: 881.155579
	Iteration 71Q: 3 clusters Score -762780.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -762796.187500 Penalty: 881.155579
	Iteration 72Q: 3 clusters Score -762796.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -762805.875000 Penalty: 881.155579
	Iteration 73Q: 3 clusters Score -762805.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -762821.000000 Penalty: 881.155579
	Iteration 74Q: 3 clusters Score -762821 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -762835.437500 Penalty: 881.155579
	Iteration 75Q: 3 clusters Score -762835.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -762849.062500 Penalty: 881.155579
	Iteration 76Q: 3 clusters Score -762849.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -762863.125000 Penalty: 881.155579
	Iteration 77Q: 3 clusters Score -762863.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -762879.750000 Penalty: 881.155579
	Iteration 78Q: 3 clusters Score -762879.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -762891.312500 Penalty: 881.155579
	Iteration 79Q: 3 clusters Score -762891.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -762902.375000 Penalty: 881.155579
	Iteration 80F: 3 clusters Score -762902.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -762910.750000 Penalty: 881.155579
	Iteration 81Q: 3 clusters Score -762910.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -762917.625000 Penalty: 881.155579
	Iteration 82Q: 3 clusters Score -762917.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -762921.375000 Penalty: 881.155579
	Iteration 83Q: 3 clusters Score -762921.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -762925.937500 Penalty: 881.155579
	Iteration 84Q: 3 clusters Score -762925.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -762928.500000 Penalty: 881.155579
	Iteration 85Q: 3 clusters Score -762928.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -762928.750000 Penalty: 881.155579
	Iteration 86Q: 3 clusters Score -762928.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -762933.750000 Penalty: 881.155579
	Iteration 87Q: 3 clusters Score -762933.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -762940.187500 Penalty: 881.155579
	Iteration 88Q: 3 clusters Score -762940.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -762942.250000 Penalty: 881.155579
	Iteration 89Q: 3 clusters Score -762942.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -762942.562500 Penalty: 881.155579
	Iteration 90Q: 3 clusters Score -762942.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -762944.250000 Penalty: 881.155579
	Iteration 91Q: 3 clusters Score -762944.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -762953.125000 Penalty: 881.155579
	Iteration 92Q: 3 clusters Score -762953.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -762957.812500 Penalty: 881.155579
	Iteration 93Q: 3 clusters Score -762957.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -762960.437500 Penalty: 881.155579
	Iteration 94Q: 3 clusters Score -762960.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -762966.812500 Penalty: 881.155579
	Iteration 95Q: 3 clusters Score -762966.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -762972.875000 Penalty: 881.155579
	Iteration 96Q: 3 clusters Score -762972.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -762974.687500 Penalty: 881.155579
	Iteration 97Q: 3 clusters Score -762974.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -762989.562500 Penalty: 881.155579
	Iteration 98Q: 3 clusters Score -762989.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -763023.625000 Penalty: 881.155579
	Iteration 99Q: 3 clusters Score -763023.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -763057.250000 Penalty: 881.155579
	Iteration 100F: 3 clusters Score -763057.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -763073.375000 Penalty: 881.155579
	Iteration 101Q: 3 clusters Score -763073.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -763087.312500 Penalty: 881.155579
	Iteration 102Q: 3 clusters Score -763087.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -763093.937500 Penalty: 881.155579
	Iteration 103Q: 3 clusters Score -763093.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -763098.187500 Penalty: 881.155579
	Iteration 104Q: 3 clusters Score -763098.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -763103.375000 Penalty: 881.155579
	Iteration 105Q: 3 clusters Score -763103.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -763106.312500 Penalty: 881.155579
	Iteration 106Q: 3 clusters Score -763106.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -763107.750000 Penalty: 881.155579
	Iteration 107Q: 3 clusters Score -763107.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -763113.500000 Penalty: 881.155579
	Iteration 108Q: 3 clusters Score -763113.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -763113.625000 Penalty: 881.155579
	Iteration 109Q: 3 clusters Score -763113.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -763116.187500 Penalty: 881.155579
	Iteration 110Q: 3 clusters Score -763116.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -763115.687500 Penalty: 881.155579
	Iteration 111Q: 3 clusters Score -763115.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -763114.812500 Penalty: 881.155579
	Iteration 112Q: 3 clusters Score -763114.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -763117.562500 Penalty: 881.155579
	Iteration 113Q: 3 clusters Score -763117.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -763119.375000 Penalty: 881.155579
	Iteration 114Q: 3 clusters Score -763119.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -763115.812500 Penalty: 881.155579
	Iteration 115Q: 3 clusters Score -763115.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -763119.562500 Penalty: 881.155579
	Iteration 116Q: 3 clusters Score -763119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -763115.375000 Penalty: 881.155579
	Iteration 117Q: 3 clusters Score -763115.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -763118.937500 Penalty: 881.155579
	Iteration 118Q: 3 clusters Score -763118.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -763116.000000 Penalty: 881.155579
	Iteration 119Q: 3 clusters Score -763116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -763117.062500 Penalty: 881.155579
	Iteration 120F: 3 clusters Score -763117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -763119.500000 Penalty: 881.155579
	Iteration 121Q: 3 clusters Score -763119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -763118.562500 Penalty: 881.155579
	Iteration 122Q: 3 clusters Score -763118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -763120.375000 Penalty: 881.155579
	Iteration 123Q: 3 clusters Score -763120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -763119.250000 Penalty: 881.155579
	Iteration 124Q: 3 clusters Score -763119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -763120.437500 Penalty: 881.155579
	Iteration 125Q: 3 clusters Score -763120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -763118.937500 Penalty: 881.155579
	Iteration 126Q: 3 clusters Score -763118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -763116.687500 Penalty: 881.155579
	Iteration 127Q: 3 clusters Score -763116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -763120.562500 Penalty: 881.155579
	Iteration 128Q: 3 clusters Score -763120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -763117.937500 Penalty: 881.155579
	Iteration 129Q: 3 clusters Score -763117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -763116.000000 Penalty: 881.155579
	Iteration 130Q: 3 clusters Score -763116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -763118.500000 Penalty: 881.155579
	Iteration 131Q: 3 clusters Score -763118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -763118.500000 Penalty: 881.155579
	Iteration 132F: 3 clusters Score -763118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 253077 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 214994 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 71749 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 103102 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 9525 members 
Mstep: Class 25 contains 242599 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 230321 members 
Mstep: Class 34 contains 16889 members 
Mstep: Class 35 contains 7046 members 
Mstep: Class 36 contains 6518 members 
Entering Unmasked Estep 
Score: -90509456.000000 Penalty: 23736.800781
Splitting cluster 24 changes total score from -90489800.000000 to -90509456.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 25 (242599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242599 members 
Entering Unmasked Estep 
Score: -12129444.000000 Penalty: 564.161987
	Iteration 0F: 2 clusters Score -1.212944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121757 members 
Mstep: Class 2 contains 120842 members 
Entering Unmasked Estep 
Score: -12006159.000000 Penalty: 1128.323975
	Iteration 0F: 3 clusters Score -1.200616e+07 nChanged 119692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142473 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -12083219.000000 Penalty: 1128.323975
	Iteration 1F: 3 clusters Score -1.208322e+07 nChanged 14978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 87458 members 
Entering Unmasked Estep 
Score: -12091945.000000 Penalty: 1128.323975
	Iteration 2F: 3 clusters Score -1.209194e+07 nChanged 19763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171682 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -12108496.000000 Penalty: 1128.323975
	Iteration 3F: 3 clusters Score -1.21085e+07 nChanged 21741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190535 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -12124481.000000 Penalty: 1128.323975
	Iteration 4F: 3 clusters Score -1.212448e+07 nChanged 18473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207340 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -12133357.000000 Penalty: 1128.323975
	Iteration 5F: 3 clusters Score -1.213336e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219562 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -12135589.000000 Penalty: 1128.323975
	Iteration 6F: 3 clusters Score -1.213559e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227962 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -12134605.000000 Penalty: 1128.323975
	Iteration 7Q: 3 clusters Score -1.21346e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233031 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -12133315.000000 Penalty: 1128.323975
	Iteration 8Q: 3 clusters Score -1.213332e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235809 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -12132570.000000 Penalty: 1128.323975
	Iteration 9Q: 3 clusters Score -1.213257e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237351 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -12132046.000000 Penalty: 1128.323975
	Iteration 10Q: 3 clusters Score -1.213205e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238282 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -12131683.000000 Penalty: 1128.323975
	Iteration 11Q: 3 clusters Score -1.213168e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238885 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -12131507.000000 Penalty: 1128.323975
	Iteration 12Q: 3 clusters Score -1.213151e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239282 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -12131340.000000 Penalty: 1128.323975
	Iteration 13Q: 3 clusters Score -1.213134e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239545 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -12131209.000000 Penalty: 1128.323975
	Iteration 14Q: 3 clusters Score -1.213121e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239715 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -12131081.000000 Penalty: 1128.323975
	Iteration 15Q: 3 clusters Score -1.213108e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239802 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -12131104.000000 Penalty: 1128.323975
	Iteration 16Q: 3 clusters Score -1.21311e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239837 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -12131155.000000 Penalty: 1128.323975
	Iteration 17Q: 3 clusters Score -1.213116e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239837 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -12131160.000000 Penalty: 1128.323975
	Iteration 18Q: 3 clusters Score -1.213116e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239782 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -12131232.000000 Penalty: 1128.323975
	Iteration 19Q: 3 clusters Score -1.213123e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239697 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -12131286.000000 Penalty: 1128.323975
	Iteration 20F: 3 clusters Score -1.213129e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239538 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -12131446.000000 Penalty: 1128.323975
	Iteration 21Q: 3 clusters Score -1.213145e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239338 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -12131718.000000 Penalty: 1128.323975
	Iteration 22Q: 3 clusters Score -1.213172e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239087 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -12131965.000000 Penalty: 1128.323975
	Iteration 23Q: 3 clusters Score -1.213196e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238808 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -12132305.000000 Penalty: 1128.323975
	Iteration 24Q: 3 clusters Score -1.21323e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238496 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -12132601.000000 Penalty: 1128.323975
	Iteration 25Q: 3 clusters Score -1.21326e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238147 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -12132902.000000 Penalty: 1128.323975
	Iteration 26Q: 3 clusters Score -1.21329e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237815 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -12133222.000000 Penalty: 1128.323975
	Iteration 27Q: 3 clusters Score -1.213322e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237522 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -12133427.000000 Penalty: 1128.323975
	Iteration 28Q: 3 clusters Score -1.213343e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237262 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -12133583.000000 Penalty: 1128.323975
	Iteration 29Q: 3 clusters Score -1.213358e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237029 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -12133742.000000 Penalty: 1128.323975
	Iteration 30Q: 3 clusters Score -1.213374e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236837 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -12133874.000000 Penalty: 1128.323975
	Iteration 31Q: 3 clusters Score -1.213387e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236671 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -12134034.000000 Penalty: 1128.323975
	Iteration 32Q: 3 clusters Score -1.213403e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236531 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -12134183.000000 Penalty: 1128.323975
	Iteration 33Q: 3 clusters Score -1.213418e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236406 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -12134286.000000 Penalty: 1128.323975
	Iteration 34Q: 3 clusters Score -1.213429e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236292 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -12134382.000000 Penalty: 1128.323975
	Iteration 35Q: 3 clusters Score -1.213438e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236180 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -12134497.000000 Penalty: 1128.323975
	Iteration 36Q: 3 clusters Score -1.21345e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236075 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -12134574.000000 Penalty: 1128.323975
	Iteration 37Q: 3 clusters Score -1.213457e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235974 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -12134688.000000 Penalty: 1128.323975
	Iteration 38Q: 3 clusters Score -1.213469e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235906 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -12134739.000000 Penalty: 1128.323975
	Iteration 39Q: 3 clusters Score -1.213474e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235845 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -12135141.000000 Penalty: 1128.323975
	Iteration 40F: 3 clusters Score -1.213514e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235100 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -12135963.000000 Penalty: 1128.323975
	Iteration 41Q: 3 clusters Score -1.213596e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234195 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -12137038.000000 Penalty: 1128.323975
	Iteration 42Q: 3 clusters Score -1.213704e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233208 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -12138113.000000 Penalty: 1128.323975
	Iteration 43Q: 3 clusters Score -1.213811e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232107 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -12139211.000000 Penalty: 1128.323975
	Iteration 44Q: 3 clusters Score -1.213921e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230963 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -12140387.000000 Penalty: 1128.323975
	Iteration 45Q: 3 clusters Score -1.214039e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229823 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -12141409.000000 Penalty: 1128.323975
	Iteration 46Q: 3 clusters Score -1.214141e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228717 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -12142335.000000 Penalty: 1128.323975
	Iteration 47Q: 3 clusters Score -1.214234e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227687 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -12143192.000000 Penalty: 1128.323975
	Iteration 48Q: 3 clusters Score -1.214319e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226703 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -12143897.000000 Penalty: 1128.323975
	Iteration 49Q: 3 clusters Score -1.21439e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225831 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -12144525.000000 Penalty: 1128.323975
	Iteration 50Q: 3 clusters Score -1.214452e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225068 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -12145019.000000 Penalty: 1128.323975
	Iteration 51Q: 3 clusters Score -1.214502e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224385 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -12145507.000000 Penalty: 1128.323975
	Iteration 52Q: 3 clusters Score -1.214551e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223782 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -12145924.000000 Penalty: 1128.323975
	Iteration 53Q: 3 clusters Score -1.214592e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223183 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -12146221.000000 Penalty: 1128.323975
	Iteration 54Q: 3 clusters Score -1.214622e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222635 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -12146525.000000 Penalty: 1128.323975
	Iteration 55Q: 3 clusters Score -1.214652e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222112 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -12146755.000000 Penalty: 1128.323975
	Iteration 56Q: 3 clusters Score -1.214676e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221669 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -12146993.000000 Penalty: 1128.323975
	Iteration 57Q: 3 clusters Score -1.214699e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221302 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -12147176.000000 Penalty: 1128.323975
	Iteration 58Q: 3 clusters Score -1.214718e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221005 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -12147321.000000 Penalty: 1128.323975
	Iteration 59Q: 3 clusters Score -1.214732e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220721 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -12148038.000000 Penalty: 1128.323975
	Iteration 60F: 3 clusters Score -1.214804e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219025 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -12149247.000000 Penalty: 1128.323975
	Iteration 61Q: 3 clusters Score -1.214925e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217539 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -12150178.000000 Penalty: 1128.323975
	Iteration 62Q: 3 clusters Score -1.215018e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216012 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -12151145.000000 Penalty: 1128.323975
	Iteration 63Q: 3 clusters Score -1.215114e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214351 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -12152065.000000 Penalty: 1128.323975
	Iteration 64Q: 3 clusters Score -1.215206e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212856 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -12152814.000000 Penalty: 1128.323975
	Iteration 65Q: 3 clusters Score -1.215281e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211277 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -12153498.000000 Penalty: 1128.323975
	Iteration 66Q: 3 clusters Score -1.21535e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209656 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -12153996.000000 Penalty: 1128.323975
	Iteration 67Q: 3 clusters Score -1.2154e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208047 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -12154525.000000 Penalty: 1128.323975
	Iteration 68Q: 3 clusters Score -1.215452e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206495 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -12154865.000000 Penalty: 1128.323975
	Iteration 69Q: 3 clusters Score -1.215486e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204900 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -12154945.000000 Penalty: 1128.323975
	Iteration 70Q: 3 clusters Score -1.215494e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203312 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -12155136.000000 Penalty: 1128.323975
	Iteration 71Q: 3 clusters Score -1.215514e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201733 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -12155195.000000 Penalty: 1128.323975
	Iteration 72Q: 3 clusters Score -1.21552e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200280 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -12155487.000000 Penalty: 1128.323975
	Iteration 73Q: 3 clusters Score -1.215549e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198880 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -12155954.000000 Penalty: 1128.323975
	Iteration 74Q: 3 clusters Score -1.215595e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197681 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -12156390.000000 Penalty: 1128.323975
	Iteration 75Q: 3 clusters Score -1.215639e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196646 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -12156780.000000 Penalty: 1128.323975
	Iteration 76Q: 3 clusters Score -1.215678e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195749 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -12157139.000000 Penalty: 1128.323975
	Iteration 77Q: 3 clusters Score -1.215714e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194938 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -12157367.000000 Penalty: 1128.323975
	Iteration 78Q: 3 clusters Score -1.215737e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194197 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -12157636.000000 Penalty: 1128.323975
	Iteration 79Q: 3 clusters Score -1.215764e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193524 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -12158008.000000 Penalty: 1128.323975
	Iteration 80F: 3 clusters Score -1.215801e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192250 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -12158456.000000 Penalty: 1128.323975
	Iteration 81Q: 3 clusters Score -1.215846e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191082 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -12158771.000000 Penalty: 1128.323975
	Iteration 82Q: 3 clusters Score -1.215877e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189967 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -12159043.000000 Penalty: 1128.323975
	Iteration 83Q: 3 clusters Score -1.215904e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188935 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -12159292.000000 Penalty: 1128.323975
	Iteration 84Q: 3 clusters Score -1.215929e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187973 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -12159531.000000 Penalty: 1128.323975
	Iteration 85Q: 3 clusters Score -1.215953e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187148 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -12159739.000000 Penalty: 1128.323975
	Iteration 86Q: 3 clusters Score -1.215974e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186369 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -12160001.000000 Penalty: 1128.323975
	Iteration 87Q: 3 clusters Score -1.216e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185672 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -12160182.000000 Penalty: 1128.323975
	Iteration 88Q: 3 clusters Score -1.216018e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185049 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -12160327.000000 Penalty: 1128.323975
	Iteration 89Q: 3 clusters Score -1.216033e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184487 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -12160473.000000 Penalty: 1128.323975
	Iteration 90Q: 3 clusters Score -1.216047e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183996 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -12160569.000000 Penalty: 1128.323975
	Iteration 91Q: 3 clusters Score -1.216057e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183593 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -12160661.000000 Penalty: 1128.323975
	Iteration 92Q: 3 clusters Score -1.216066e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183213 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -12160772.000000 Penalty: 1128.323975
	Iteration 93Q: 3 clusters Score -1.216077e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182880 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -12160856.000000 Penalty: 1128.323975
	Iteration 94Q: 3 clusters Score -1.216086e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182592 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -12160933.000000 Penalty: 1128.323975
	Iteration 95Q: 3 clusters Score -1.216093e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182331 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -12160967.000000 Penalty: 1128.323975
	Iteration 96Q: 3 clusters Score -1.216097e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182095 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -12161002.000000 Penalty: 1128.323975
	Iteration 97Q: 3 clusters Score -1.2161e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181883 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -12161013.000000 Penalty: 1128.323975
	Iteration 98Q: 3 clusters Score -1.216101e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181671 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -12161046.000000 Penalty: 1128.323975
	Iteration 99Q: 3 clusters Score -1.216105e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181475 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -12161048.000000 Penalty: 1128.323975
	Iteration 100F: 3 clusters Score -1.216105e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181305 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -12161070.000000 Penalty: 1128.323975
	Iteration 101Q: 3 clusters Score -1.216107e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181148 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -12161103.000000 Penalty: 1128.323975
	Iteration 102Q: 3 clusters Score -1.21611e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180996 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -12161133.000000 Penalty: 1128.323975
	Iteration 103Q: 3 clusters Score -1.216113e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180863 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -12161181.000000 Penalty: 1128.323975
	Iteration 104Q: 3 clusters Score -1.216118e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180766 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -12161199.000000 Penalty: 1128.323975
	Iteration 105Q: 3 clusters Score -1.21612e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180690 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -12161225.000000 Penalty: 1128.323975
	Iteration 106Q: 3 clusters Score -1.216122e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180620 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -12161222.000000 Penalty: 1128.323975
	Iteration 107Q: 3 clusters Score -1.216122e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180551 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -12161264.000000 Penalty: 1128.323975
	Iteration 108Q: 3 clusters Score -1.216126e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180486 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -12161280.000000 Penalty: 1128.323975
	Iteration 109Q: 3 clusters Score -1.216128e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180436 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -12161285.000000 Penalty: 1128.323975
	Iteration 110Q: 3 clusters Score -1.216128e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180379 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -12161287.000000 Penalty: 1128.323975
	Iteration 111Q: 3 clusters Score -1.216129e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180335 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -12161324.000000 Penalty: 1128.323975
	Iteration 112Q: 3 clusters Score -1.216132e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180294 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -12161332.000000 Penalty: 1128.323975
	Iteration 113Q: 3 clusters Score -1.216133e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180244 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -12161328.000000 Penalty: 1128.323975
	Iteration 114Q: 3 clusters Score -1.216133e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180193 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -12161325.000000 Penalty: 1128.323975
	Iteration 115Q: 3 clusters Score -1.216132e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180146 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -12161327.000000 Penalty: 1128.323975
	Iteration 116Q: 3 clusters Score -1.216133e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180119 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -12161338.000000 Penalty: 1128.323975
	Iteration 117Q: 3 clusters Score -1.216134e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180096 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -12161357.000000 Penalty: 1128.323975
	Iteration 118Q: 3 clusters Score -1.216136e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180074 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -12161361.000000 Penalty: 1128.323975
	Iteration 119Q: 3 clusters Score -1.216136e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180048 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -12161359.000000 Penalty: 1128.323975
	Iteration 120F: 3 clusters Score -1.216136e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180030 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -12161369.000000 Penalty: 1128.323975
	Iteration 121Q: 3 clusters Score -1.216137e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180014 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -12161375.000000 Penalty: 1128.323975
	Iteration 122Q: 3 clusters Score -1.216138e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179989 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -12161380.000000 Penalty: 1128.323975
	Iteration 123Q: 3 clusters Score -1.216138e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179975 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -12161365.000000 Penalty: 1128.323975
	Iteration 124Q: 3 clusters Score -1.216136e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179958 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -12161370.000000 Penalty: 1128.323975
	Iteration 125Q: 3 clusters Score -1.216137e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179943 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -12161383.000000 Penalty: 1128.323975
	Iteration 126Q: 3 clusters Score -1.216138e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179938 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -12161390.000000 Penalty: 1128.323975
	Iteration 127Q: 3 clusters Score -1.216139e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179927 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -12161386.000000 Penalty: 1128.323975
	Iteration 128Q: 3 clusters Score -1.216139e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179901 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -12161424.000000 Penalty: 1128.323975
	Iteration 129Q: 3 clusters Score -1.216142e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179881 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -12161429.000000 Penalty: 1128.323975
	Iteration 130Q: 3 clusters Score -1.216143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179855 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -12161436.000000 Penalty: 1128.323975
	Iteration 131Q: 3 clusters Score -1.216144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179839 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -12161439.000000 Penalty: 1128.323975
	Iteration 132Q: 3 clusters Score -1.216144e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179824 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -12161445.000000 Penalty: 1128.323975
	Iteration 133Q: 3 clusters Score -1.216144e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179810 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -12161458.000000 Penalty: 1128.323975
	Iteration 134Q: 3 clusters Score -1.216146e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179788 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -12161470.000000 Penalty: 1128.323975
	Iteration 135Q: 3 clusters Score -1.216147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179773 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -12161478.000000 Penalty: 1128.323975
	Iteration 136Q: 3 clusters Score -1.216148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179764 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -12161478.000000 Penalty: 1128.323975
	Iteration 137Q: 3 clusters Score -1.216148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179757 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -12161484.000000 Penalty: 1128.323975
	Iteration 138Q: 3 clusters Score -1.216148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179760 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -12161496.000000 Penalty: 1128.323975
	Iteration 139Q: 3 clusters Score -1.21615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179756 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -12161500.000000 Penalty: 1128.323975
	Iteration 140F: 3 clusters Score -1.21615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179748 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -12161509.000000 Penalty: 1128.323975
	Iteration 141Q: 3 clusters Score -1.216151e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179738 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -12161517.000000 Penalty: 1128.323975
	Iteration 142Q: 3 clusters Score -1.216152e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179734 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -12161515.000000 Penalty: 1128.323975
	Iteration 143Q: 3 clusters Score -1.216152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179739 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -12161513.000000 Penalty: 1128.323975
	Iteration 144Q: 3 clusters Score -1.216151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179735 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -12161513.000000 Penalty: 1128.323975
	Iteration 145Q: 3 clusters Score -1.216151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179732 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -12161511.000000 Penalty: 1128.323975
	Iteration 146Q: 3 clusters Score -1.216151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179722 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -12161523.000000 Penalty: 1128.323975
	Iteration 147Q: 3 clusters Score -1.216152e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179705 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -12161533.000000 Penalty: 1128.323975
	Iteration 148Q: 3 clusters Score -1.216153e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179686 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -12161505.000000 Penalty: 1128.323975
	Iteration 149Q: 3 clusters Score -1.21615e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179668 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -12161523.000000 Penalty: 1128.323975
	Iteration 150Q: 3 clusters Score -1.216152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179654 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -12161515.000000 Penalty: 1128.323975
	Iteration 151Q: 3 clusters Score -1.216152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179639 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -12161515.000000 Penalty: 1128.323975
	Iteration 152Q: 3 clusters Score -1.216152e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179630 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -12161519.000000 Penalty: 1128.323975
	Iteration 153Q: 3 clusters Score -1.216152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179624 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -12161527.000000 Penalty: 1128.323975
	Iteration 154Q: 3 clusters Score -1.216153e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179613 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -12161529.000000 Penalty: 1128.323975
	Iteration 155Q: 3 clusters Score -1.216153e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179596 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -12161532.000000 Penalty: 1128.323975
	Iteration 156Q: 3 clusters Score -1.216153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179581 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -12161529.000000 Penalty: 1128.323975
	Iteration 157Q: 3 clusters Score -1.216153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179568 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -12161532.000000 Penalty: 1128.323975
	Iteration 158Q: 3 clusters Score -1.216153e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -12161545.000000 Penalty: 1128.323975
	Iteration 159Q: 3 clusters Score -1.216154e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179524 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -12161525.000000 Penalty: 1128.323975
	Iteration 160F: 3 clusters Score -1.216152e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179511 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -12161546.000000 Penalty: 1128.323975
	Iteration 161Q: 3 clusters Score -1.216155e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -12161538.000000 Penalty: 1128.323975
	Iteration 162Q: 3 clusters Score -1.216154e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179479 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -12161534.000000 Penalty: 1128.323975
	Iteration 163Q: 3 clusters Score -1.216153e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -12161532.000000 Penalty: 1128.323975
	Iteration 164Q: 3 clusters Score -1.216153e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179446 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -12161545.000000 Penalty: 1128.323975
	Iteration 165Q: 3 clusters Score -1.216154e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179419 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -12161569.000000 Penalty: 1128.323975
	Iteration 166Q: 3 clusters Score -1.216157e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179403 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -12161569.000000 Penalty: 1128.323975
	Iteration 167Q: 3 clusters Score -1.216157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179390 members 
Mstep: Class 2 contains 63209 members 
Entering Unmasked Estep 
Score: -12161586.000000 Penalty: 1128.323975
	Iteration 168Q: 3 clusters Score -1.216159e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179375 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -12161586.000000 Penalty: 1128.323975
	Iteration 169Q: 3 clusters Score -1.216159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179370 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -12161582.000000 Penalty: 1128.323975
	Iteration 170Q: 3 clusters Score -1.216158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179351 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -12161594.000000 Penalty: 1128.323975
	Iteration 171Q: 3 clusters Score -1.216159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179334 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -12161580.000000 Penalty: 1128.323975
	Iteration 172Q: 3 clusters Score -1.216158e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179309 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -12161582.000000 Penalty: 1128.323975
	Iteration 173Q: 3 clusters Score -1.216158e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179293 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -12161587.000000 Penalty: 1128.323975
	Iteration 174Q: 3 clusters Score -1.216159e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179276 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -12161585.000000 Penalty: 1128.323975
	Iteration 175Q: 3 clusters Score -1.216158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179271 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -12161585.000000 Penalty: 1128.323975
	Iteration 176Q: 3 clusters Score -1.216158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179266 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -12161594.000000 Penalty: 1128.323975
	Iteration 177Q: 3 clusters Score -1.216159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -12161593.000000 Penalty: 1128.323975
	Iteration 178Q: 3 clusters Score -1.216159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179257 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -12161591.000000 Penalty: 1128.323975
	Iteration 179Q: 3 clusters Score -1.216159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179251 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -12161591.000000 Penalty: 1128.323975
	Iteration 180F: 3 clusters Score -1.216159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -12161605.000000 Penalty: 1128.323975
	Iteration 181Q: 3 clusters Score -1.21616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179242 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -12161604.000000 Penalty: 1128.323975
	Iteration 182Q: 3 clusters Score -1.21616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179240 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -12161601.000000 Penalty: 1128.323975
	Iteration 183Q: 3 clusters Score -1.21616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -12161607.000000 Penalty: 1128.323975
	Iteration 184Q: 3 clusters Score -1.216161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179228 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -12161614.000000 Penalty: 1128.323975
	Iteration 185Q: 3 clusters Score -1.216161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179231 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -12161623.000000 Penalty: 1128.323975
	Iteration 186Q: 3 clusters Score -1.216162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179232 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -12161627.000000 Penalty: 1128.323975
	Iteration 187Q: 3 clusters Score -1.216163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179233 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -12161626.000000 Penalty: 1128.323975
	Iteration 188Q: 3 clusters Score -1.216163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179220 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -12161633.000000 Penalty: 1128.323975
	Iteration 189Q: 3 clusters Score -1.216163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179211 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -12161641.000000 Penalty: 1128.323975
	Iteration 190Q: 3 clusters Score -1.216164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179209 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -12161644.000000 Penalty: 1128.323975
	Iteration 191Q: 3 clusters Score -1.216164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179209 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -12161642.000000 Penalty: 1128.323975
	Iteration 192Q: 3 clusters Score -1.216164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179208 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -12161641.000000 Penalty: 1128.323975
	Iteration 193Q: 3 clusters Score -1.216164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179207 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -12161634.000000 Penalty: 1128.323975
	Iteration 194Q: 3 clusters Score -1.216163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179205 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -12161639.000000 Penalty: 1128.323975
	Iteration 195Q: 3 clusters Score -1.216164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179205 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -12161639.000000 Penalty: 1128.323975
	Iteration 196F: 3 clusters Score -1.216164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 253077 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 214994 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 71749 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 103102 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 9525 members 
Mstep: Class 25 contains 179205 members 
Mstep: Class 26 contains 995 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 230321 members 
Mstep: Class 34 contains 16889 members 
Mstep: Class 35 contains 7046 members 
Mstep: Class 36 contains 6518 members 
Mstep: Class 37 contains 63394 members 
Entering Unmasked Estep 
Score: -90536256.000000 Penalty: 24396.156250
Splitting cluster 25 changes total score from -90489800.000000 to -90536256.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 26 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -31806.521484 Penalty: 314.074799
	Iteration 0F: 2 clusters Score -31806.52 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 502 members 
Entering Unmasked Estep 
Score: -31049.597656 Penalty: 628.149597
	Iteration 0F: 3 clusters Score -31049.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -31565.281250 Penalty: 628.149597
	Iteration 1F: 3 clusters Score -31565.28 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -31902.474609 Penalty: 628.149597
	Iteration 2F: 3 clusters Score -31902.47 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -32128.597656 Penalty: 628.149597
	Iteration 3F: 3 clusters Score -32128.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -32258.750000 Penalty: 628.149597
	Iteration 4F: 3 clusters Score -32258.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -32329.097656 Penalty: 628.149597
	Iteration 5Q: 3 clusters Score -32329.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -32350.597656 Penalty: 628.149597
	Iteration 6Q: 3 clusters Score -32350.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -32358.683594 Penalty: 628.149597
	Iteration 7Q: 3 clusters Score -32358.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -32360.875000 Penalty: 628.149597
	Iteration 8Q: 3 clusters Score -32360.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -32364.449219 Penalty: 628.149597
	Iteration 9Q: 3 clusters Score -32364.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -32367.765625 Penalty: 628.149597
	Iteration 10Q: 3 clusters Score -32367.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -32368.470703 Penalty: 628.149597
	Iteration 11Q: 3 clusters Score -32368.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -32370.117188 Penalty: 628.149597
	Iteration 12Q: 3 clusters Score -32370.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -32370.236328 Penalty: 628.149597
	Iteration 13Q: 3 clusters Score -32370.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -32370.236328 Penalty: 628.149597
	Iteration 14F: 3 clusters Score -32370.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 253077 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 214994 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 71749 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 103102 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 8992 members 
Mstep: Class 24 contains 9525 members 
Mstep: Class 25 contains 179205 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 230321 members 
Mstep: Class 34 contains 16889 members 
Mstep: Class 35 contains 7046 members 
Mstep: Class 36 contains 6518 members 
Mstep: Class 37 contains 63394 members 
Mstep: Class 38 contains 554 members 
Entering Unmasked Estep 
Score: -90536544.000000 Penalty: 25055.511719
Splitting cluster 26 changes total score from -90489800.000000 to -90536544.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -74515.539062 Penalty: 333.860260
	Iteration 0F: 2 clusters Score -74515.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -73358.054688 Penalty: 667.720520
	Iteration 0F: 3 clusters Score -73358.05 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -73700.570312 Penalty: 667.720520
	Iteration 1F: 3 clusters Score -73700.57 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -73749.546875 Penalty: 667.720520
	Iteration 2F: 3 clusters Score -73749.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -73779.867188 Penalty: 667.720520
	Iteration 3Q: 3 clusters Score -73779.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -73794.992188 Penalty: 667.720520
	Iteration 4Q: 3 clusters Score -73794.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -73802.054688 Penalty: 667.720520
	Iteration 5Q: 3 clusters Score -73802.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -73808.351562 Penalty: 667.720520
	Iteration 6Q: 3 clusters Score -73808.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -73814.203125 Penalty: 667.720520
	Iteration 7Q: 3 clusters Score -73814.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -73824.179688 Penalty: 667.720520
	Iteration 8Q: 3 clusters Score -73824.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -73832.320312 Penalty: 667.720520
	Iteration 9Q: 3 clusters Score -73832.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -73840.265625 Penalty: 667.720520
	Iteration 10Q: 3 clusters Score -73840.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -73851.914062 Penalty: 667.720520
	Iteration 11Q: 3 clusters Score -73851.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -73862.625000 Penalty: 667.720520
	Iteration 12Q: 3 clusters Score -73862.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -73878.421875 Penalty: 667.720520
	Iteration 13Q: 3 clusters Score -73878.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -73900.289062 Penalty: 667.720520
	Iteration 14Q: 3 clusters Score -73900.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -73926.507812 Penalty: 667.720520
	Iteration 15Q: 3 clusters Score -73926.51 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -73955.898438 Penalty: 667.720520
	Iteration 16Q: 3 clusters Score -73955.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73999.609375 Penalty: 667.720520
	Iteration 17Q: 3 clusters Score -73999.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -74047.000000 Penalty: 667.720520
	Iteration 18Q: 3 clusters Score -74047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -74074.648438 Penalty: 667.720520
	Iteration 19Q: 3 clusters Score -74074.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -74100.546875 Penalty: 667.720520
	Iteration 20F: 3 clusters Score -74100.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -74122.625000 Penalty: 667.720520
	Iteration 21Q: 3 clusters Score -74122.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -74136.929688 Penalty: 667.720520
	Iteration 22Q: 3 clusters Score -74136.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74155.484375 Penalty: 667.720520
	Iteration 23Q: 3 clusters Score -74155.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -74173.796875 Penalty: 667.720520
	Iteration 24Q: 3 clusters Score -74173.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -74189.695312 Penalty: 667.720520
	Iteration 25Q: 3 clusters Score -74189.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -74209.367188 Penalty: 667.720520
	Iteration 26Q: 3 clusters Score -74209.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74223.101562 Penalty: 667.720520
	Iteration 27Q: 3 clusters Score -74223.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74232.125000 Penalty: 667.720520
	Iteration 28Q: 3 clusters Score -74232.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74237.226562 Penalty: 667.720520
	Iteration 29Q: 3 clusters Score -74237.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74240.171875 Penalty: 667.720520
	Iteration 30Q: 3 clusters Score -74240.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74241.632812 Penalty: 667.720520
	Iteration 31Q: 3 clusters Score -74241.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -74243.625000 Penalty: 667.720520
	Iteration 32Q: 3 clusters Score -74243.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74246.085938 Penalty: 667.720520
	Iteration 33Q: 3 clusters Score -74246.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74248.429688 Penalty: 667.720520
	Iteration 34Q: 3 clusters Score -74248.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74250.546875 Penalty: 667.720520
	Iteration 35Q: 3 clusters Score -74250.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74251.195312 Penalty: 667.720520
	Iteration 36Q: 3 clusters Score -74251.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -74252.429688 Penalty: 667.720520
	Iteration 37Q: 3 clusters Score -74252.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74253.906250 Penalty: 667.720520
	Iteration 38Q: 3 clusters Score -74253.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74254.968750 Penalty: 667.720520
	Iteration 39Q: 3 clusters Score -74254.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74255.101562 Penalty: 667.720520
	Iteration 40F: 3 clusters Score -74255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Entering Unmasked Estep 
Score: -192658.281250 Penalty: 381.164459
	Iteration 0F: 2 clusters Score -192658.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -189698.156250 Penalty: 762.328918
	Iteration 0F: 3 clusters Score -189698.2 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -190814.359375 Penalty: 762.328918
	Iteration 1F: 3 clusters Score -190814.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -191121.203125 Penalty: 762.328918
	Iteration 2F: 3 clusters Score -191121.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -191426.562500 Penalty: 762.328918
	Iteration 3F: 3 clusters Score -191426.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -191685.312500 Penalty: 762.328918
	Iteration 4F: 3 clusters Score -191685.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -191926.484375 Penalty: 762.328918
	Iteration 5F: 3 clusters Score -191926.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -192093.093750 Penalty: 762.328918
	Iteration 6F: 3 clusters Score -192093.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -192191.687500 Penalty: 762.328918
	Iteration 7Q: 3 clusters Score -192191.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -192243.578125 Penalty: 762.328918
	Iteration 8Q: 3 clusters Score -192243.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -192273.578125 Penalty: 762.328918
	Iteration 9Q: 3 clusters Score -192273.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -192291.046875 Penalty: 762.328918
	Iteration 10Q: 3 clusters Score -192291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -192307.109375 Penalty: 762.328918
	Iteration 11Q: 3 clusters Score -192307.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -192315.750000 Penalty: 762.328918
	Iteration 12Q: 3 clusters Score -192315.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -192323.156250 Penalty: 762.328918
	Iteration 13Q: 3 clusters Score -192323.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -192329.390625 Penalty: 762.328918
	Iteration 14Q: 3 clusters Score -192329.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -192333.968750 Penalty: 762.328918
	Iteration 15Q: 3 clusters Score -192334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -192339.109375 Penalty: 762.328918
	Iteration 16Q: 3 clusters Score -192339.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -192343.234375 Penalty: 762.328918
	Iteration 17Q: 3 clusters Score -192343.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -192347.437500 Penalty: 762.328918
	Iteration 18Q: 3 clusters Score -192347.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -192351.609375 Penalty: 762.328918
	Iteration 19Q: 3 clusters Score -192351.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -192355.875000 Penalty: 762.328918
	Iteration 20F: 3 clusters Score -192355.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -192358.671875 Penalty: 762.328918
	Iteration 21Q: 3 clusters Score -192358.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -192360.937500 Penalty: 762.328918
	Iteration 22Q: 3 clusters Score -192360.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -192362.625000 Penalty: 762.328918
	Iteration 23Q: 3 clusters Score -192362.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -192365.968750 Penalty: 762.328918
	Iteration 24Q: 3 clusters Score -192366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -192370.171875 Penalty: 762.328918
	Iteration 25Q: 3 clusters Score -192370.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -192373.937500 Penalty: 762.328918
	Iteration 26Q: 3 clusters Score -192373.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -192376.375000 Penalty: 762.328918
	Iteration 27Q: 3 clusters Score -192376.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -192379.171875 Penalty: 762.328918
	Iteration 28Q: 3 clusters Score -192379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -192379.937500 Penalty: 762.328918
	Iteration 29Q: 3 clusters Score -192379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -192381.656250 Penalty: 762.328918
	Iteration 30Q: 3 clusters Score -192381.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -192383.671875 Penalty: 762.328918
	Iteration 31Q: 3 clusters Score -192383.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -192384.906250 Penalty: 762.328918
	Iteration 32Q: 3 clusters Score -192384.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -192386.640625 Penalty: 762.328918
	Iteration 33Q: 3 clusters Score -192386.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -192387.500000 Penalty: 762.328918
	Iteration 34Q: 3 clusters Score -192387.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -192388.687500 Penalty: 762.328918
	Iteration 35Q: 3 clusters Score -192388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -192388.593750 Penalty: 762.328918
	Iteration 36Q: 3 clusters Score -192388.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -192389.812500 Penalty: 762.328918
	Iteration 37Q: 3 clusters Score -192389.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -192391.906250 Penalty: 762.328918
	Iteration 38Q: 3 clusters Score -192391.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -192393.765625 Penalty: 762.328918
	Iteration 39Q: 3 clusters Score -192393.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -192395.421875 Penalty: 762.328918
	Iteration 40F: 3 clusters Score -192395.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -192396.953125 Penalty: 762.328918
	Iteration 41Q: 3 clusters Score -192397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -192398.812500 Penalty: 762.328918
	Iteration 42Q: 3 clusters Score -192398.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -192401.468750 Penalty: 762.328918
	Iteration 43Q: 3 clusters Score -192401.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -192405.593750 Penalty: 762.328918
	Iteration 44Q: 3 clusters Score -192405.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -192409.406250 Penalty: 762.328918
	Iteration 45Q: 3 clusters Score -192409.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -192414.015625 Penalty: 762.328918
	Iteration 46Q: 3 clusters Score -192414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -192418.078125 Penalty: 762.328918
	Iteration 47Q: 3 clusters Score -192418.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -192421.218750 Penalty: 762.328918
	Iteration 48Q: 3 clusters Score -192421.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -192423.187500 Penalty: 762.328918
	Iteration 49Q: 3 clusters Score -192423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -192424.593750 Penalty: 762.328918
	Iteration 50Q: 3 clusters Score -192424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -192425.343750 Penalty: 762.328918
	Iteration 51Q: 3 clusters Score -192425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -192426.078125 Penalty: 762.328918
	Iteration 52Q: 3 clusters Score -192426.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -192427.593750 Penalty: 762.328918
	Iteration 53Q: 3 clusters Score -192427.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -192430.484375 Penalty: 762.328918
	Iteration 54Q: 3 clusters Score -192430.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -192434.328125 Penalty: 762.328918
	Iteration 55Q: 3 clusters Score -192434.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -192437.062500 Penalty: 762.328918
	Iteration 56Q: 3 clusters Score -192437.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -192440.171875 Penalty: 762.328918
	Iteration 57Q: 3 clusters Score -192440.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -192444.812500 Penalty: 762.328918
	Iteration 58Q: 3 clusters Score -192444.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -192446.312500 Penalty: 762.328918
	Iteration 59Q: 3 clusters Score -192446.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -192447.609375 Penalty: 762.328918
	Iteration 60F: 3 clusters Score -192447.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -192449.203125 Penalty: 762.328918
	Iteration 61Q: 3 clusters Score -192449.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -192451.171875 Penalty: 762.328918
	Iteration 62Q: 3 clusters Score -192451.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -192454.718750 Penalty: 762.328918
	Iteration 63Q: 3 clusters Score -192454.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -192459.078125 Penalty: 762.328918
	Iteration 64Q: 3 clusters Score -192459.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -192464.515625 Penalty: 762.328918
	Iteration 65Q: 3 clusters Score -192464.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -192471.890625 Penalty: 762.328918
	Iteration 66Q: 3 clusters Score -192471.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -192477.875000 Penalty: 762.328918
	Iteration 67Q: 3 clusters Score -192477.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -192480.718750 Penalty: 762.328918
	Iteration 68Q: 3 clusters Score -192480.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -192485.796875 Penalty: 762.328918
	Iteration 69Q: 3 clusters Score -192485.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -192492.671875 Penalty: 762.328918
	Iteration 70Q: 3 clusters Score -192492.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -192496.578125 Penalty: 762.328918
	Iteration 71Q: 3 clusters Score -192496.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -192500.640625 Penalty: 762.328918
	Iteration 72Q: 3 clusters Score -192500.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -192506.515625 Penalty: 762.328918
	Iteration 73Q: 3 clusters Score -192506.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -192514.140625 Penalty: 762.328918
	Iteration 74Q: 3 clusters Score -192514.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -192523.328125 Penalty: 762.328918
	Iteration 75Q: 3 clusters Score -192523.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -192529.625000 Penalty: 762.328918
	Iteration 76Q: 3 clusters Score -192529.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -192537.234375 Penalty: 762.328918
	Iteration 77Q: 3 clusters Score -192537.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -192547.515625 Penalty: 762.328918
	Iteration 78Q: 3 clusters Score -192547.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -192560.453125 Penalty: 762.328918
	Iteration 79Q: 3 clusters Score -192560.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -192570.703125 Penalty: 762.328918
	Iteration 80F: 3 clusters Score -192570.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -192575.734375 Penalty: 762.328918
	Iteration 81Q: 3 clusters Score -192575.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -192583.640625 Penalty: 762.328918
	Iteration 82Q: 3 clusters Score -192583.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -192593.265625 Penalty: 762.328918
	Iteration 83Q: 3 clusters Score -192593.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -192603.359375 Penalty: 762.328918
	Iteration 84Q: 3 clusters Score -192603.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -192608.921875 Penalty: 762.328918
	Iteration 85Q: 3 clusters Score -192608.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -192614.250000 Penalty: 762.328918
	Iteration 86Q: 3 clusters Score -192614.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -192619.218750 Penalty: 762.328918
	Iteration 87Q: 3 clusters Score -192619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -192621.359375 Penalty: 762.328918
	Iteration 88Q: 3 clusters Score -192621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -192622.421875 Penalty: 762.328918
	Iteration 89Q: 3 clusters Score -192622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -192624.718750 Penalty: 762.328918
	Iteration 90Q: 3 clusters Score -192624.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -192626.250000 Penalty: 762.328918
	Iteration 91Q: 3 clusters Score -192626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -192627.046875 Penalty: 762.328918
	Iteration 92Q: 3 clusters Score -192627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -192627.828125 Penalty: 762.328918
	Iteration 93Q: 3 clusters Score -192627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -192628.062500 Penalty: 762.328918
	Iteration 94Q: 3 clusters Score -192628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -192628.062500 Penalty: 762.328918
	Iteration 95F: 3 clusters Score -192628.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Entering Unmasked Estep 
Score: -188733.093750 Penalty: 377.345123
	Iteration 0F: 2 clusters Score -188733.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -186044.750000 Penalty: 754.690247
	Iteration 0F: 3 clusters Score -186044.8 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -187181.375000 Penalty: 754.690247
	Iteration 1F: 3 clusters Score -187181.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -187471.625000 Penalty: 754.690247
	Iteration 2F: 3 clusters Score -187471.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -187785.375000 Penalty: 754.690247
	Iteration 3F: 3 clusters Score -187785.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -188054.328125 Penalty: 754.690247
	Iteration 4F: 3 clusters Score -188054.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -188235.656250 Penalty: 754.690247
	Iteration 5F: 3 clusters Score -188235.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -188314.515625 Penalty: 754.690247
	Iteration 6Q: 3 clusters Score -188314.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -188374.093750 Penalty: 754.690247
	Iteration 7Q: 3 clusters Score -188374.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -188411.859375 Penalty: 754.690247
	Iteration 8Q: 3 clusters Score -188411.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -188450.828125 Penalty: 754.690247
	Iteration 9Q: 3 clusters Score -188450.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -188481.640625 Penalty: 754.690247
	Iteration 10Q: 3 clusters Score -188481.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -188502.562500 Penalty: 754.690247
	Iteration 11Q: 3 clusters Score -188502.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -188521.078125 Penalty: 754.690247
	Iteration 12Q: 3 clusters Score -188521.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -188546.234375 Penalty: 754.690247
	Iteration 13Q: 3 clusters Score -188546.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -188563.812500 Penalty: 754.690247
	Iteration 14Q: 3 clusters Score -188563.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -188581.156250 Penalty: 754.690247
	Iteration 15Q: 3 clusters Score -188581.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -188590.203125 Penalty: 754.690247
	Iteration 16Q: 3 clusters Score -188590.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -188598.890625 Penalty: 754.690247
	Iteration 17Q: 3 clusters Score -188598.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -188606.953125 Penalty: 754.690247
	Iteration 18Q: 3 clusters Score -188607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -188611.843750 Penalty: 754.690247
	Iteration 19Q: 3 clusters Score -188611.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -188614.187500 Penalty: 754.690247
	Iteration 20F: 3 clusters Score -188614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -188615.906250 Penalty: 754.690247
	Iteration 21Q: 3 clusters Score -188615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -188616.359375 Penalty: 754.690247
	Iteration 22Q: 3 clusters Score -188616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -188616.515625 Penalty: 754.690247
	Iteration 23Q: 3 clusters Score -188616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -188616.515625 Penalty: 754.690247
	Iteration 24F: 3 clusters Score -188616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 210323 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 4 contains 253077 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 215605 members 
Mstep: Class 8 contains 214994 members 
Mstep: Class 9 contains 4755 members 
Mstep: Class 10 contains 35829 members 
Mstep: Class 11 contains 44534 members 
Mstep: Class 12 contains 133910 members 
Mstep: Class 13 contains 1209 members 
Mstep: Class 14 contains 118150 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 71749 members 
Mstep: Class 19 contains 4834 members 
Mstep: Class 20 contains 103102 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 24 contains 9525 members 
Mstep: Class 25 contains 179205 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 1537 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 3997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90557768.000000 Penalty: 25055.511719
Iteration 79Q: 39 clusters Score -9.055777e+07 nChanged 57409
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 212669 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 254962 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 216373 members 
Mstep: Class 8 contains 213431 members 
Mstep: Class 9 contains 4956 members 
Mstep: Class 10 contains 36149 members 
Mstep: Class 11 contains 45521 members 
Mstep: Class 12 contains 134081 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 113380 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 70479 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 103203 members 
Mstep: Class 21 contains 2696 members 
Mstep: Class 22 contains 1696 members 
Mstep: Class 23 contains 9146 members 
Mstep: Class 24 contains 9678 members 
Mstep: Class 25 contains 192953 members 
Mstep: Class 26 contains 466 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 3976 members 
Mstep: Class 30 contains 761 members 
Mstep: Class 31 contains 1408 members 
Mstep: Class 32 contains 233 members 
Mstep: Class 33 contains 218026 members 
Mstep: Class 34 contains 16223 members 
Mstep: Class 35 contains 6855 members 
Mstep: Class 36 contains 6474 members 
Mstep: Class 37 contains 63684 members 
Mstep: Class 38 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90574072.000000 Penalty: 25055.511719
Iteration 80F: 39 clusters Score -9.057407e+07 nChanged 58331
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 210373 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 248444 members 
Mstep: Class 5 contains 1273 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 216495 members 
Mstep: Class 8 contains 210092 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 36323 members 
Mstep: Class 11 contains 46828 members 
Mstep: Class 12 contains 133641 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 14 contains 108161 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 1065 members 
Mstep: Class 17 contains 717 members 
Mstep: Class 18 contains 68925 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 102706 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 9791 members 
Mstep: Class 24 contains 9740 members 
Mstep: Class 25 contains 205273 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 3853 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 1320 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 212781 members 
Mstep: Class 34 contains 16730 members 
Mstep: Class 35 contains 6915 members 
Mstep: Class 36 contains 6656 members 
Mstep: Class 37 contains 73397 members 
Mstep: Class 38 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90582344.000000 Penalty: 25055.511719
Iteration 81Q: 39 clusters Score -9.058234e+07 nChanged 53769
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 206888 members 
Mstep: Class 2 contains 7433 members 
Mstep: Class 3 contains 928 members 
Mstep: Class 4 contains 236515 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 1575 members 
Mstep: Class 7 contains 216664 members 
Mstep: Class 8 contains 207638 members 
Mstep: Class 9 contains 6351 members 
Mstep: Class 10 contains 36472 members 
Mstep: Class 11 contains 47682 members 
Mstep: Class 12 contains 133190 members 
Mstep: Class 13 contains 1225 members 
Mstep: Class 14 contains 105926 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1137 members 
Mstep: Class 17 contains 723 members 
Mstep: Class 18 contains 67643 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 20 contains 102094 members 
Mstep: Class 21 contains 2531 members 
Mstep: Class 22 contains 1696 members 
Mstep: Class 23 contains 10214 members 
Mstep: Class 24 contains 9806 members 
Mstep: Class 25 contains 218442 members 
Mstep: Class 26 contains 461 members 
Mstep: Class 27 contains 1519 members 
Mstep: Class 28 contains 4001 members 
Mstep: Class 29 contains 3784 members 
Mstep: Class 30 contains 984 members 
Mstep: Class 31 contains 1271 members 
Mstep: Class 32 contains 262 members 
Mstep: Class 33 contains 209959 members 
Mstep: Class 34 contains 17002 members 
Mstep: Class 35 contains 6874 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 83327 members 
Mstep: Class 38 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90588776.000000 Penalty: 25055.511719
Iteration 82Q: 39 clusters Score -9.058878e+07 nChanged 51039
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 201416 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 746 members 
Mstep: Class 4 contains 223462 members 
Mstep: Class 5 contains 1270 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 216763 members 
Mstep: Class 8 contains 205235 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 36582 members 
Mstep: Class 11 contains 48290 members 
Mstep: Class 12 contains 132905 members 
Mstep: Class 13 contains 1201 members 
Mstep: Class 14 contains 106644 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 736 members 
Mstep: Class 18 contains 66507 members 
Mstep: Class 19 contains 4481 members 
Mstep: Class 20 contains 101336 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 10454 members 
Mstep: Class 24 contains 9857 members 
Mstep: Class 25 contains 230608 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1512 members 
Mstep: Class 28 contains 3982 members 
Mstep: Class 29 contains 3735 members 
Mstep: Class 30 contains 1041 members 
Mstep: Class 31 contains 1251 members 
Mstep: Class 32 contains 268 members 
Mstep: Class 33 contains 208002 members 
Mstep: Class 34 contains 17239 members 
Mstep: Class 35 contains 6809 members 
Mstep: Class 36 contains 6661 members 
Mstep: Class 37 contains 93883 members 
Mstep: Class 38 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 629.037476 but Gain 659.355469
Score: -90594000.000000 Penalty: 24396.156250
Iteration 83Q: 38 clusters Score -9.0594e+07 nChanged 49775
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 195812 members 
Mstep: Class 2 contains 7387 members 
Mstep: Class 4 contains 212421 members 
Mstep: Class 5 contains 1272 members 
Mstep: Class 6 contains 1458 members 
Mstep: Class 7 contains 216780 members 
Mstep: Class 8 contains 202267 members 
Mstep: Class 9 contains 7642 members 
Mstep: Class 10 contains 36666 members 
Mstep: Class 11 contains 49161 members 
Mstep: Class 12 contains 132810 members 
Mstep: Class 13 contains 1181 members 
Mstep: Class 14 contains 107206 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 65571 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 100536 members 
Mstep: Class 21 contains 2471 members 
Mstep: Class 22 contains 1719 members 
Mstep: Class 23 contains 10508 members 
Mstep: Class 24 contains 9901 members 
Mstep: Class 25 contains 240453 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 1506 members 
Mstep: Class 28 contains 3980 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 1070 members 
Mstep: Class 31 contains 1241 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 206534 members 
Mstep: Class 34 contains 17462 members 
Mstep: Class 35 contains 6737 members 
Mstep: Class 36 contains 6647 members 
Mstep: Class 37 contains 105492 members 
Mstep: Class 38 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90595208.000000 Penalty: 24396.156250
Iteration 84Q: 38 clusters Score -9.059521e+07 nChanged 48614
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 189435 members 
Mstep: Class 2 contains 7373 members 
Mstep: Class 4 contains 205306 members 
Mstep: Class 5 contains 1274 members 
Mstep: Class 6 contains 1400 members 
Mstep: Class 7 contains 216722 members 
Mstep: Class 8 contains 198391 members 
Mstep: Class 9 contains 8278 members 
Mstep: Class 10 contains 36736 members 
Mstep: Class 11 contains 49493 members 
Mstep: Class 12 contains 132874 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 106966 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 1317 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 64712 members 
Mstep: Class 19 contains 4375 members 
Mstep: Class 20 contains 99876 members 
Mstep: Class 21 contains 2461 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 10401 members 
Mstep: Class 24 contains 9937 members 
Mstep: Class 25 contains 246416 members 
Mstep: Class 26 contains 461 members 
Mstep: Class 27 contains 1500 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 3677 members 
Mstep: Class 30 contains 1098 members 
Mstep: Class 31 contains 1231 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 205981 members 
Mstep: Class 34 contains 17680 members 
Mstep: Class 35 contains 6668 members 
Mstep: Class 36 contains 6634 members 
Mstep: Class 37 contains 118146 members 
Mstep: Class 38 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90592496.000000 Penalty: 24396.156250
Iteration 85Q: 38 clusters Score -9.05925e+07 nChanged 46409
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 182927 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 4 contains 200272 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 216649 members 
Mstep: Class 8 contains 193845 members 
Mstep: Class 9 contains 8893 members 
Mstep: Class 10 contains 36759 members 
Mstep: Class 11 contains 49617 members 
Mstep: Class 12 contains 132941 members 
Mstep: Class 13 contains 1153 members 
Mstep: Class 14 contains 106198 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 64038 members 
Mstep: Class 19 contains 4372 members 
Mstep: Class 20 contains 99494 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 10216 members 
Mstep: Class 24 contains 9974 members 
Mstep: Class 25 contains 249808 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 1494 members 
Mstep: Class 28 contains 4002 members 
Mstep: Class 29 contains 3649 members 
Mstep: Class 30 contains 1115 members 
Mstep: Class 31 contains 1225 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 207002 members 
Mstep: Class 34 contains 17861 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 6615 members 
Mstep: Class 37 contains 130967 members 
Mstep: Class 38 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90587656.000000 Penalty: 24396.156250
Iteration 86Q: 38 clusters Score -9.058766e+07 nChanged 42233
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 177029 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 4 contains 195943 members 
Mstep: Class 5 contains 1277 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 216638 members 
Mstep: Class 8 contains 189506 members 
Mstep: Class 9 contains 9508 members 
Mstep: Class 10 contains 36800 members 
Mstep: Class 11 contains 49388 members 
Mstep: Class 12 contains 132994 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 14 contains 105391 members 
Mstep: Class 15 contains 379 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 768 members 
Mstep: Class 18 contains 63528 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 99260 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 9909 members 
Mstep: Class 24 contains 10007 members 
Mstep: Class 25 contains 252232 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 4014 members 
Mstep: Class 29 contains 3656 members 
Mstep: Class 30 contains 1127 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 209371 members 
Mstep: Class 34 contains 18001 members 
Mstep: Class 35 contains 6476 members 
Mstep: Class 36 contains 6604 members 
Mstep: Class 37 contains 142019 members 
Mstep: Class 38 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90581456.000000 Penalty: 24396.156250
Iteration 87Q: 38 clusters Score -9.058146e+07 nChanged 36812
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 171913 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 4 contains 192702 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 1239 members 
Mstep: Class 7 contains 216673 members 
Mstep: Class 8 contains 185340 members 
Mstep: Class 9 contains 10057 members 
Mstep: Class 10 contains 36849 members 
Mstep: Class 11 contains 49009 members 
Mstep: Class 12 contains 133122 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 104982 members 
Mstep: Class 15 contains 380 members 
Mstep: Class 16 contains 1457 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 63093 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 99162 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 1801 members 
Mstep: Class 23 contains 9636 members 
Mstep: Class 24 contains 10032 members 
Mstep: Class 25 contains 253693 members 
Mstep: Class 26 contains 462 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 3661 members 
Mstep: Class 30 contains 1147 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 274 members 
Mstep: Class 33 contains 212064 members 
Mstep: Class 34 contains 18120 members 
Mstep: Class 35 contains 6412 members 
Mstep: Class 36 contains 6595 members 
Mstep: Class 37 contains 151107 members 
Mstep: Class 38 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90577000.000000 Penalty: 24396.156250
Iteration 88Q: 38 clusters Score -9.0577e+07 nChanged 32840
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 167341 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 4 contains 190283 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 216739 members 
Mstep: Class 8 contains 181371 members 
Mstep: Class 9 contains 10607 members 
Mstep: Class 10 contains 36891 members 
Mstep: Class 11 contains 48487 members 
Mstep: Class 12 contains 133417 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 104654 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 18 contains 62744 members 
Mstep: Class 19 contains 4382 members 
Mstep: Class 20 contains 99128 members 
Mstep: Class 21 contains 2501 members 
Mstep: Class 22 contains 1825 members 
Mstep: Class 23 contains 9351 members 
Mstep: Class 24 contains 10049 members 
Mstep: Class 25 contains 254760 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 4070 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 1165 members 
Mstep: Class 31 contains 1201 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 214670 members 
Mstep: Class 34 contains 18228 members 
Mstep: Class 35 contains 6388 members 
Mstep: Class 36 contains 6590 members 
Mstep: Class 37 contains 158776 members 
Mstep: Class 38 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90572944.000000 Penalty: 24396.156250
Iteration 89Q: 38 clusters Score -9.057294e+07 nChanged 30311
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 163149 members 
Mstep: Class 2 contains 7354 members 
Mstep: Class 4 contains 188118 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 1132 members 
Mstep: Class 7 contains 216799 members 
Mstep: Class 8 contains 177543 members 
Mstep: Class 9 contains 11128 members 
Mstep: Class 10 contains 36938 members 
Mstep: Class 11 contains 47794 members 
Mstep: Class 12 contains 133901 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 104280 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 62510 members 
Mstep: Class 19 contains 4379 members 
Mstep: Class 20 contains 99100 members 
Mstep: Class 21 contains 2539 members 
Mstep: Class 22 contains 1843 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 10065 members 
Mstep: Class 25 contains 256122 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 1468 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 3676 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 216877 members 
Mstep: Class 34 contains 18298 members 
Mstep: Class 35 contains 6388 members 
Mstep: Class 36 contains 6584 members 
Mstep: Class 37 contains 165808 members 
Mstep: Class 38 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90573872.000000 Penalty: 24396.156250
Iteration 90Q: 38 clusters Score -9.057387e+07 nChanged 30540
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 158730 members 
Mstep: Class 2 contains 7354 members 
Mstep: Class 4 contains 186256 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 216925 members 
Mstep: Class 8 contains 174533 members 
Mstep: Class 9 contains 11698 members 
Mstep: Class 10 contains 36977 members 
Mstep: Class 11 contains 46920 members 
Mstep: Class 12 contains 134414 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 104105 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 1531 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 18 contains 62390 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 99082 members 
Mstep: Class 21 contains 2579 members 
Mstep: Class 22 contains 1859 members 
Mstep: Class 23 contains 8719 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 255592 members 
Mstep: Class 26 contains 461 members 
Mstep: Class 27 contains 1458 members 
Mstep: Class 28 contains 4111 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 1199 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 218301 members 
Mstep: Class 34 contains 18390 members 
Mstep: Class 35 contains 6395 members 
Mstep: Class 36 contains 6579 members 
Mstep: Class 37 contains 174292 members 
Mstep: Class 38 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90576624.000000 Penalty: 24396.156250
Iteration 91Q: 38 clusters Score -9.057662e+07 nChanged 34113
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 153924 members 
Mstep: Class 2 contains 7354 members 
Mstep: Class 4 contains 184274 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 217111 members 
Mstep: Class 8 contains 172350 members 
Mstep: Class 9 contains 12354 members 
Mstep: Class 10 contains 37014 members 
Mstep: Class 11 contains 46090 members 
Mstep: Class 12 contains 134920 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 104200 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 62361 members 
Mstep: Class 19 contains 4382 members 
Mstep: Class 20 contains 99106 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 8376 members 
Mstep: Class 24 contains 10073 members 
Mstep: Class 25 contains 252692 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 1452 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 218517 members 
Mstep: Class 34 contains 18478 members 
Mstep: Class 35 contains 6387 members 
Mstep: Class 36 contains 6580 members 
Mstep: Class 37 contains 185507 members 
Mstep: Class 38 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90580672.000000 Penalty: 24396.156250
Iteration 92Q: 38 clusters Score -9.058067e+07 nChanged 37386
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 149359 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 4 contains 181939 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 217324 members 
Mstep: Class 8 contains 171283 members 
Mstep: Class 9 contains 13154 members 
Mstep: Class 10 contains 37038 members 
Mstep: Class 11 contains 45261 members 
Mstep: Class 12 contains 135115 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 105020 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 62383 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 99132 members 
Mstep: Class 21 contains 2651 members 
Mstep: Class 22 contains 1882 members 
Mstep: Class 23 contains 8042 members 
Mstep: Class 24 contains 10075 members 
Mstep: Class 25 contains 248659 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 1441 members 
Mstep: Class 28 contains 4128 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 1240 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 217724 members 
Mstep: Class 34 contains 18561 members 
Mstep: Class 35 contains 6399 members 
Mstep: Class 36 contains 6585 members 
Mstep: Class 37 contains 197254 members 
Mstep: Class 38 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90580496.000000 Penalty: 24396.156250
Iteration 93Q: 38 clusters Score -9.05805e+07 nChanged 37391
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 145034 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 4 contains 179045 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 217455 members 
Mstep: Class 8 contains 171055 members 
Mstep: Class 9 contains 14091 members 
Mstep: Class 10 contains 37050 members 
Mstep: Class 11 contains 44475 members 
Mstep: Class 12 contains 135154 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 107395 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 799 members 
Mstep: Class 18 contains 62401 members 
Mstep: Class 19 contains 4356 members 
Mstep: Class 20 contains 99127 members 
Mstep: Class 21 contains 2690 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 7732 members 
Mstep: Class 24 contains 10076 members 
Mstep: Class 25 contains 246360 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1425 members 
Mstep: Class 28 contains 4135 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 216473 members 
Mstep: Class 34 contains 18623 members 
Mstep: Class 35 contains 6384 members 
Mstep: Class 36 contains 6586 members 
Mstep: Class 37 contains 205840 members 
Mstep: Class 38 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90580040.000000 Penalty: 24396.156250
Iteration 94Q: 38 clusters Score -9.058004e+07 nChanged 35640
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 140171 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 4 contains 176092 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 217515 members 
Mstep: Class 8 contains 171150 members 
Mstep: Class 9 contains 15074 members 
Mstep: Class 10 contains 37070 members 
Mstep: Class 11 contains 43783 members 
Mstep: Class 12 contains 135208 members 
Mstep: Class 13 contains 1114 members 
Mstep: Class 14 contains 111197 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 62386 members 
Mstep: Class 19 contains 4362 members 
Mstep: Class 20 contains 99111 members 
Mstep: Class 21 contains 2723 members 
Mstep: Class 22 contains 1910 members 
Mstep: Class 23 contains 7450 members 
Mstep: Class 24 contains 10076 members 
Mstep: Class 25 contains 245908 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1412 members 
Mstep: Class 28 contains 4139 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 213791 members 
Mstep: Class 34 contains 18659 members 
Mstep: Class 35 contains 6340 members 
Mstep: Class 36 contains 6586 members 
Mstep: Class 37 contains 212796 members 
Mstep: Class 38 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90580680.000000 Penalty: 24396.156250
Iteration 95Q: 38 clusters Score -9.058068e+07 nChanged 34468
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 135445 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 4 contains 173309 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 217547 members 
Mstep: Class 8 contains 171095 members 
Mstep: Class 9 contains 16151 members 
Mstep: Class 10 contains 37090 members 
Mstep: Class 11 contains 43096 members 
Mstep: Class 12 contains 135224 members 
Mstep: Class 13 contains 1114 members 
Mstep: Class 14 contains 114849 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 793 members 
Mstep: Class 18 contains 62363 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 98969 members 
Mstep: Class 21 contains 2738 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 7220 members 
Mstep: Class 24 contains 10078 members 
Mstep: Class 25 contains 247061 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1397 members 
Mstep: Class 28 contains 4137 members 
Mstep: Class 29 contains 3698 members 
Mstep: Class 30 contains 1284 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 209726 members 
Mstep: Class 34 contains 18720 members 
Mstep: Class 35 contains 6292 members 
Mstep: Class 36 contains 6585 members 
Mstep: Class 37 contains 219582 members 
Mstep: Class 38 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90580704.000000 Penalty: 24396.156250
Iteration 96Q: 38 clusters Score -9.05807e+07 nChanged 30308
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 132277 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 4 contains 171345 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 217577 members 
Mstep: Class 8 contains 170935 members 
Mstep: Class 9 contains 17358 members 
Mstep: Class 10 contains 37103 members 
Mstep: Class 11 contains 42399 members 
Mstep: Class 12 contains 135239 members 
Mstep: Class 13 contains 1111 members 
Mstep: Class 14 contains 117578 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 62385 members 
Mstep: Class 19 contains 4346 members 
Mstep: Class 20 contains 98826 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 10081 members 
Mstep: Class 25 contains 249791 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1380 members 
Mstep: Class 28 contains 4134 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 1303 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 205337 members 
Mstep: Class 34 contains 18785 members 
Mstep: Class 35 contains 6246 members 
Mstep: Class 36 contains 6584 members 
Mstep: Class 37 contains 223589 members 
Mstep: Class 38 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90579816.000000 Penalty: 24396.156250
Iteration 97Q: 38 clusters Score -9.057982e+07 nChanged 24314
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 131102 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 4 contains 170121 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 217627 members 
Mstep: Class 8 contains 170562 members 
Mstep: Class 9 contains 18646 members 
Mstep: Class 10 contains 37117 members 
Mstep: Class 11 contains 41744 members 
Mstep: Class 12 contains 135321 members 
Mstep: Class 13 contains 1110 members 
Mstep: Class 14 contains 119283 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 62468 members 
Mstep: Class 19 contains 4335 members 
Mstep: Class 20 contains 98681 members 
Mstep: Class 21 contains 2757 members 
Mstep: Class 22 contains 1962 members 
Mstep: Class 23 contains 6894 members 
Mstep: Class 24 contains 10085 members 
Mstep: Class 25 contains 253305 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 4133 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 1321 members 
Mstep: Class 31 contains 1185 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 202053 members 
Mstep: Class 34 contains 18858 members 
Mstep: Class 35 contains 6198 members 
Mstep: Class 36 contains 6583 members 
Mstep: Class 37 contains 223892 members 
Mstep: Class 38 contains 523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90579008.000000 Penalty: 24396.156250
Iteration 98Q: 38 clusters Score -9.057901e+07 nChanged 19757
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 131008 members 
Mstep: Class 2 contains 7342 members 
Mstep: Class 4 contains 169497 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 6 contains 685 members 
Mstep: Class 7 contains 217679 members 
Mstep: Class 8 contains 170172 members 
Mstep: Class 9 contains 19927 members 
Mstep: Class 10 contains 37126 members 
Mstep: Class 11 contains 41203 members 
Mstep: Class 12 contains 135348 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 62556 members 
Mstep: Class 19 contains 4328 members 
Mstep: Class 20 contains 98613 members 
Mstep: Class 21 contains 2768 members 
Mstep: Class 22 contains 1976 members 
Mstep: Class 23 contains 6794 members 
Mstep: Class 24 contains 10086 members 
Mstep: Class 25 contains 255619 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1352 members 
Mstep: Class 28 contains 4135 members 
Mstep: Class 29 contains 3618 members 
Mstep: Class 30 contains 1332 members 
Mstep: Class 31 contains 1185 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 200523 members 
Mstep: Class 34 contains 18925 members 
Mstep: Class 35 contains 6135 members 
Mstep: Class 36 contains 6584 members 
Mstep: Class 37 contains 222539 members 
Mstep: Class 38 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 652.281189 but Gain 659.355469
Score: -90579032.000000 Penalty: 23736.800781
Iteration 99Q: 37 clusters Score -9.057903e+07 nChanged 17937
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 131497 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 4 contains 169136 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 7 contains 217744 members 
Mstep: Class 8 contains 169761 members 
Mstep: Class 9 contains 21280 members 
Mstep: Class 10 contains 37138 members 
Mstep: Class 11 contains 40711 members 
Mstep: Class 12 contains 135428 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 120711 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 62647 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 99175 members 
Mstep: Class 21 contains 2781 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 6703 members 
Mstep: Class 24 contains 10087 members 
Mstep: Class 25 contains 256653 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1351 members 
Mstep: Class 28 contains 4136 members 
Mstep: Class 29 contains 3612 members 
Mstep: Class 30 contains 1343 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 200194 members 
Mstep: Class 34 contains 18981 members 
Mstep: Class 35 contains 6081 members 
Mstep: Class 36 contains 6582 members 
Mstep: Class 37 contains 220706 members 
Mstep: Class 38 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90587696.000000 Penalty: 23736.800781
Iteration 100F: 37 clusters Score -9.05877e+07 nChanged 31495
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 130843 members 
Mstep: Class 2 contains 7333 members 
Mstep: Class 4 contains 167796 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 7 contains 217753 members 
Mstep: Class 8 contains 168409 members 
Mstep: Class 9 contains 24563 members 
Mstep: Class 10 contains 37153 members 
Mstep: Class 11 contains 40270 members 
Mstep: Class 12 contains 134700 members 
Mstep: Class 13 contains 1109 members 
Mstep: Class 14 contains 120873 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 62666 members 
Mstep: Class 19 contains 4300 members 
Mstep: Class 20 contains 99088 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 10087 members 
Mstep: Class 25 contains 247179 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1293 members 
Mstep: Class 28 contains 4137 members 
Mstep: Class 29 contains 3589 members 
Mstep: Class 30 contains 1374 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 200161 members 
Mstep: Class 34 contains 19008 members 
Mstep: Class 35 contains 6074 members 
Mstep: Class 36 contains 6582 members 
Mstep: Class 37 contains 231389 members 
Mstep: Class 38 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90585328.000000 Penalty: 23736.800781
Iteration 101Q: 37 clusters Score -9.058533e+07 nChanged 28833
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 130329 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 4 contains 165673 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 7 contains 217800 members 
Mstep: Class 8 contains 167194 members 
Mstep: Class 9 contains 28057 members 
Mstep: Class 10 contains 37165 members 
Mstep: Class 11 contains 39812 members 
Mstep: Class 12 contains 134122 members 
Mstep: Class 13 contains 1108 members 
Mstep: Class 14 contains 121607 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 62670 members 
Mstep: Class 19 contains 4296 members 
Mstep: Class 20 contains 98943 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 6533 members 
Mstep: Class 24 contains 10090 members 
Mstep: Class 25 contains 242460 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1249 members 
Mstep: Class 28 contains 4138 members 
Mstep: Class 29 contains 3585 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 200968 members 
Mstep: Class 34 contains 19030 members 
Mstep: Class 35 contains 6076 members 
Mstep: Class 36 contains 6579 members 
Mstep: Class 37 contains 236059 members 
Mstep: Class 38 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90584904.000000 Penalty: 23736.800781
Iteration 102Q: 37 clusters Score -9.05849e+07 nChanged 25447
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 129644 members 
Mstep: Class 2 contains 7320 members 
Mstep: Class 4 contains 163461 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 7 contains 217877 members 
Mstep: Class 8 contains 165924 members 
Mstep: Class 9 contains 31890 members 
Mstep: Class 10 contains 37171 members 
Mstep: Class 11 contains 39325 members 
Mstep: Class 12 contains 133751 members 
Mstep: Class 13 contains 1108 members 
Mstep: Class 14 contains 121981 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 793 members 
Mstep: Class 18 contains 62732 members 
Mstep: Class 19 contains 4290 members 
Mstep: Class 20 contains 98778 members 
Mstep: Class 21 contains 2836 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 6479 members 
Mstep: Class 24 contains 10086 members 
Mstep: Class 25 contains 240933 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1211 members 
Mstep: Class 28 contains 4139 members 
Mstep: Class 29 contains 3575 members 
Mstep: Class 30 contains 1417 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 202475 members 
Mstep: Class 34 contains 19071 members 
Mstep: Class 35 contains 6082 members 
Mstep: Class 36 contains 6578 members 
Mstep: Class 37 contains 236862 members 
Mstep: Class 38 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90584320.000000 Penalty: 23736.800781
Iteration 103Q: 37 clusters Score -9.058432e+07 nChanged 22505
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 128400 members 
Mstep: Class 2 contains 7313 members 
Mstep: Class 4 contains 161721 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 7 contains 217935 members 
Mstep: Class 8 contains 164673 members 
Mstep: Class 9 contains 36229 members 
Mstep: Class 10 contains 37162 members 
Mstep: Class 11 contains 38803 members 
Mstep: Class 12 contains 133531 members 
Mstep: Class 13 contains 1106 members 
Mstep: Class 14 contains 122123 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 797 members 
Mstep: Class 18 contains 62789 members 
Mstep: Class 19 contains 4295 members 
Mstep: Class 20 contains 98583 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 10088 members 
Mstep: Class 25 contains 240749 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 4142 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 204509 members 
Mstep: Class 34 contains 19101 members 
Mstep: Class 35 contains 6075 members 
Mstep: Class 36 contains 6579 members 
Mstep: Class 37 contains 235485 members 
Mstep: Class 38 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90584560.000000 Penalty: 23736.800781
Iteration 104Q: 37 clusters Score -9.058456e+07 nChanged 20230
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 126605 members 
Mstep: Class 2 contains 7308 members 
Mstep: Class 4 contains 160521 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 7 contains 217982 members 
Mstep: Class 8 contains 163405 members 
Mstep: Class 9 contains 40914 members 
Mstep: Class 10 contains 37161 members 
Mstep: Class 11 contains 38247 members 
Mstep: Class 12 contains 133384 members 
Mstep: Class 13 contains 1106 members 
Mstep: Class 14 contains 122015 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 62814 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 98468 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 6408 members 
Mstep: Class 24 contains 10088 members 
Mstep: Class 25 contains 241457 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1170 members 
Mstep: Class 28 contains 4142 members 
Mstep: Class 29 contains 3567 members 
Mstep: Class 30 contains 1465 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 206401 members 
Mstep: Class 34 contains 19120 members 
Mstep: Class 35 contains 6062 members 
Mstep: Class 36 contains 6580 members 
Mstep: Class 37 contains 233266 members 
Mstep: Class 38 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90584784.000000 Penalty: 23736.800781
Iteration 105Q: 37 clusters Score -9.058478e+07 nChanged 18734
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 124406 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 4 contains 159936 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 7 contains 218026 members 
Mstep: Class 8 contains 162128 members 
Mstep: Class 9 contains 45976 members 
Mstep: Class 10 contains 37173 members 
Mstep: Class 11 contains 37693 members 
Mstep: Class 12 contains 133340 members 
Mstep: Class 13 contains 1104 members 
Mstep: Class 14 contains 121671 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 1922 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 62845 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 98417 members 
Mstep: Class 21 contains 2883 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 6379 members 
Mstep: Class 24 contains 10090 members 
Mstep: Class 25 contains 242592 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1154 members 
Mstep: Class 28 contains 4144 members 
Mstep: Class 29 contains 3559 members 
Mstep: Class 30 contains 1483 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 207990 members 
Mstep: Class 34 contains 19128 members 
Mstep: Class 35 contains 6058 members 
Mstep: Class 36 contains 6579 members 
Mstep: Class 37 contains 230394 members 
Mstep: Class 38 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90585272.000000 Penalty: 23736.800781
Iteration 106Q: 37 clusters Score -9.058527e+07 nChanged 17627
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 122155 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 4 contains 159891 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 7 contains 218068 members 
Mstep: Class 8 contains 160904 members 
Mstep: Class 9 contains 51360 members 
Mstep: Class 10 contains 37186 members 
Mstep: Class 11 contains 37108 members 
Mstep: Class 12 contains 133276 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 121115 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 799 members 
Mstep: Class 18 contains 62886 members 
Mstep: Class 19 contains 4297 members 
Mstep: Class 20 contains 98419 members 
Mstep: Class 21 contains 2901 members 
Mstep: Class 22 contains 2042 members 
Mstep: Class 23 contains 6292 members 
Mstep: Class 24 contains 10101 members 
Mstep: Class 25 contains 243680 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1149 members 
Mstep: Class 28 contains 4146 members 
Mstep: Class 29 contains 3549 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 209240 members 
Mstep: Class 34 contains 19147 members 
Mstep: Class 35 contains 6064 members 
Mstep: Class 36 contains 6574 members 
Mstep: Class 37 contains 227302 members 
Mstep: Class 38 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90586584.000000 Penalty: 23736.800781
Iteration 107Q: 37 clusters Score -9.058658e+07 nChanged 16687
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 120045 members 
Mstep: Class 2 contains 7286 members 
Mstep: Class 4 contains 160316 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 7 contains 218088 members 
Mstep: Class 8 contains 159705 members 
Mstep: Class 9 contains 56552 members 
Mstep: Class 10 contains 37193 members 
Mstep: Class 11 contains 36524 members 
Mstep: Class 12 contains 133257 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 120495 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2009 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 62907 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 98455 members 
Mstep: Class 21 contains 2927 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 6211 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 244522 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1146 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3542 members 
Mstep: Class 30 contains 1515 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 209993 members 
Mstep: Class 34 contains 19158 members 
Mstep: Class 35 contains 6059 members 
Mstep: Class 36 contains 6572 members 
Mstep: Class 37 contains 224535 members 
Mstep: Class 38 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90588104.000000 Penalty: 23736.800781
Iteration 108Q: 37 clusters Score -9.05881e+07 nChanged 16080
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 118035 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 4 contains 160867 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 7 contains 218131 members 
Mstep: Class 8 contains 158555 members 
Mstep: Class 9 contains 61327 members 
Mstep: Class 10 contains 37208 members 
Mstep: Class 11 contains 35904 members 
Mstep: Class 12 contains 133293 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 119996 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 811 members 
Mstep: Class 18 contains 62935 members 
Mstep: Class 19 contains 4281 members 
Mstep: Class 20 contains 98503 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 2087 members 
Mstep: Class 23 contains 6140 members 
Mstep: Class 24 contains 10102 members 
Mstep: Class 25 contains 244997 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1145 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3534 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 210283 members 
Mstep: Class 34 contains 19182 members 
Mstep: Class 35 contains 6055 members 
Mstep: Class 36 contains 6572 members 
Mstep: Class 37 contains 222493 members 
Mstep: Class 38 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90589416.000000 Penalty: 23736.800781
Iteration 109Q: 37 clusters Score -9.058942e+07 nChanged 15598
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 116337 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 4 contains 161501 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 7 contains 218166 members 
Mstep: Class 8 contains 157375 members 
Mstep: Class 9 contains 65969 members 
Mstep: Class 10 contains 37216 members 
Mstep: Class 11 contains 35239 members 
Mstep: Class 12 contains 133349 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 119514 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 62948 members 
Mstep: Class 19 contains 4272 members 
Mstep: Class 20 contains 98566 members 
Mstep: Class 21 contains 3002 members 
Mstep: Class 22 contains 2102 members 
Mstep: Class 23 contains 6049 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 245103 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1143 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3539 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 1185 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 210171 members 
Mstep: Class 34 contains 19202 members 
Mstep: Class 35 contains 6029 members 
Mstep: Class 36 contains 6573 members 
Mstep: Class 37 contains 221072 members 
Mstep: Class 38 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90590704.000000 Penalty: 23736.800781
Iteration 110Q: 37 clusters Score -9.05907e+07 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 115099 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 4 contains 162012 members 
Mstep: Class 5 contains 1281 members 
Mstep: Class 7 contains 218202 members 
Mstep: Class 8 contains 156063 members 
Mstep: Class 9 contains 70411 members 
Mstep: Class 10 contains 37216 members 
Mstep: Class 11 contains 34571 members 
Mstep: Class 12 contains 133394 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 119150 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2082 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 62965 members 
Mstep: Class 19 contains 4263 members 
Mstep: Class 20 contains 98633 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 2120 members 
Mstep: Class 23 contains 5954 members 
Mstep: Class 24 contains 10107 members 
Mstep: Class 25 contains 244922 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1141 members 
Mstep: Class 28 contains 4146 members 
Mstep: Class 29 contains 3536 members 
Mstep: Class 30 contains 1593 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 209727 members 
Mstep: Class 34 contains 19224 members 
Mstep: Class 35 contains 6007 members 
Mstep: Class 36 contains 6567 members 
Mstep: Class 37 contains 220179 members 
Mstep: Class 38 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90591928.000000 Penalty: 23736.800781
Iteration 111Q: 37 clusters Score -9.059193e+07 nChanged 15245
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 114192 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 4 contains 162437 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 7 contains 218251 members 
Mstep: Class 8 contains 154845 members 
Mstep: Class 9 contains 74604 members 
Mstep: Class 10 contains 37221 members 
Mstep: Class 11 contains 33910 members 
Mstep: Class 12 contains 133464 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 118811 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2098 members 
Mstep: Class 17 contains 830 members 
Mstep: Class 18 contains 62987 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 98679 members 
Mstep: Class 21 contains 3053 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 5855 members 
Mstep: Class 24 contains 10108 members 
Mstep: Class 25 contains 244471 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1143 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 3533 members 
Mstep: Class 30 contains 1617 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 208899 members 
Mstep: Class 34 contains 19247 members 
Mstep: Class 35 contains 5975 members 
Mstep: Class 36 contains 6566 members 
Mstep: Class 37 contains 219818 members 
Mstep: Class 38 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90593328.000000 Penalty: 23736.800781
Iteration 112Q: 37 clusters Score -9.059333e+07 nChanged 14833
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 113578 members 
Mstep: Class 2 contains 7266 members 
Mstep: Class 4 contains 162761 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 7 contains 218303 members 
Mstep: Class 8 contains 153722 members 
Mstep: Class 9 contains 78594 members 
Mstep: Class 10 contains 37222 members 
Mstep: Class 11 contains 33315 members 
Mstep: Class 12 contains 133486 members 
Mstep: Class 13 contains 1098 members 
Mstep: Class 14 contains 118549 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 833 members 
Mstep: Class 18 contains 63019 members 
Mstep: Class 19 contains 4229 members 
Mstep: Class 20 contains 98709 members 
Mstep: Class 21 contains 3066 members 
Mstep: Class 22 contains 2145 members 
Mstep: Class 23 contains 5782 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 243571 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1144 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 3523 members 
Mstep: Class 30 contains 1640 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 207937 members 
Mstep: Class 34 contains 19257 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 6566 members 
Mstep: Class 37 contains 219893 members 
Mstep: Class 38 contains 518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90595120.000000 Penalty: 23736.800781
Iteration 113Q: 37 clusters Score -9.059512e+07 nChanged 14697
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 113135 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 4 contains 162872 members 
Mstep: Class 5 contains 1283 members 
Mstep: Class 7 contains 218352 members 
Mstep: Class 8 contains 152740 members 
Mstep: Class 9 contains 82406 members 
Mstep: Class 10 contains 37233 members 
Mstep: Class 11 contains 32712 members 
Mstep: Class 12 contains 133492 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 118364 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2119 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 63067 members 
Mstep: Class 19 contains 4205 members 
Mstep: Class 20 contains 98737 members 
Mstep: Class 21 contains 3069 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 5703 members 
Mstep: Class 24 contains 10108 members 
Mstep: Class 25 contains 242484 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1144 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 3522 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 206789 members 
Mstep: Class 34 contains 19268 members 
Mstep: Class 35 contains 5900 members 
Mstep: Class 36 contains 6566 members 
Mstep: Class 37 contains 220356 members 
Mstep: Class 38 contains 518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90596376.000000 Penalty: 23736.800781
Iteration 114Q: 37 clusters Score -9.059638e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 112871 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 4 contains 162852 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 7 contains 218391 members 
Mstep: Class 8 contains 151832 members 
Mstep: Class 9 contains 86030 members 
Mstep: Class 10 contains 37242 members 
Mstep: Class 11 contains 32132 members 
Mstep: Class 12 contains 133570 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 118111 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2125 members 
Mstep: Class 17 contains 845 members 
Mstep: Class 18 contains 63094 members 
Mstep: Class 19 contains 4194 members 
Mstep: Class 20 contains 98741 members 
Mstep: Class 21 contains 3073 members 
Mstep: Class 22 contains 2173 members 
Mstep: Class 23 contains 5632 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 241350 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1141 members 
Mstep: Class 28 contains 4146 members 
Mstep: Class 29 contains 3520 members 
Mstep: Class 30 contains 1675 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 205555 members 
Mstep: Class 34 contains 19282 members 
Mstep: Class 35 contains 5872 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 221035 members 
Mstep: Class 38 contains 518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90597624.000000 Penalty: 23736.800781
Iteration 115Q: 37 clusters Score -9.059762e+07 nChanged 13282
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 112824 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 4 contains 162673 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 7 contains 218405 members 
Mstep: Class 8 contains 150965 members 
Mstep: Class 9 contains 89393 members 
Mstep: Class 10 contains 37253 members 
Mstep: Class 11 contains 31552 members 
Mstep: Class 12 contains 133623 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 117794 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 63126 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 98728 members 
Mstep: Class 21 contains 3079 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 5585 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 240404 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1136 members 
Mstep: Class 28 contains 4148 members 
Mstep: Class 29 contains 3509 members 
Mstep: Class 30 contains 1686 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 204308 members 
Mstep: Class 34 contains 19296 members 
Mstep: Class 35 contains 5833 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 221817 members 
Mstep: Class 38 contains 518 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 37 clusters Score -9.059914e+07 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 112695 members 
Mstep: Class 2 contains 7246 members 
Mstep: Class 4 contains 162405 members 
Mstep: Class 5 contains 1286 members 
Mstep: Class 7 contains 218405 members 
Mstep: Class 8 contains 150219 members 
Mstep: Class 9 contains 92638 members 
Mstep: Class 10 contains 37261 members 
Mstep: Class 11 contains 31005 members 
Mstep: Class 12 contains 133661 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 117374 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63150 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 98696 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 5550 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 239537 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1132 members 
Mstep: Class 28 contains 4149 members 
Mstep: Class 29 contains 3499 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 203156 members 
Mstep: Class 34 contains 19319 members 
Mstep: Class 35 contains 5779 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 222726 members 
Mstep: Class 38 contains 518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90600360.000000 Penalty: 23736.800781
Iteration 117Q: 37 clusters Score -9.060036e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 112514 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 4 contains 162057 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 7 contains 218411 members 
Mstep: Class 8 contains 149563 members 
Mstep: Class 9 contains 95833 members 
Mstep: Class 10 contains 37268 members 
Mstep: Class 11 contains 30476 members 
Mstep: Class 12 contains 133710 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 116928 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2158 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63192 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 98653 members 
Mstep: Class 21 contains 3086 members 
Mstep: Class 22 contains 2211 members 
Mstep: Class 23 contains 5531 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 238958 members 
Mstep: Class 26 contains 459 members 
Mstep: Class 27 contains 1127 members 
Mstep: Class 28 contains 4149 members 
Mstep: Class 29 contains 3492 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201997 members 
Mstep: Class 34 contains 19345 members 
Mstep: Class 35 contains 5715 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223426 members 
Mstep: Class 38 contains 518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90601664.000000 Penalty: 23736.800781
Iteration 118Q: 37 clusters Score -9.060166e+07 nChanged 10529
Entering ConstructFrom: 
Score: -90601664.000000 Penalty: 23736.800781
Entering ConstructFrom: 
Trying to split cluster 1 (112303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112303 members 
Entering Unmasked Estep 
Score: -5538963.500000 Penalty: 529.117493
	Iteration 0F: 2 clusters Score -5538964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -5464285.500000 Penalty: 1058.234985
	Iteration 0F: 3 clusters Score -5464286 nChanged 54891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -5497519.000000 Penalty: 1058.234985
	Iteration 1F: 3 clusters Score -5497519 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -5498669.500000 Penalty: 1058.234985
	Iteration 2Q: 3 clusters Score -5498670 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -5500331.500000 Penalty: 1058.234985
	Iteration 3Q: 3 clusters Score -5500332 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -5502866.500000 Penalty: 1058.234985
	Iteration 4Q: 3 clusters Score -5502866 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -5506967.500000 Penalty: 1058.234985
	Iteration 5F: 3 clusters Score -5506968 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -5513269.500000 Penalty: 1058.234985
	Iteration 6F: 3 clusters Score -5513270 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -5520505.500000 Penalty: 1058.234985
	Iteration 7F: 3 clusters Score -5520506 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -5525226.500000 Penalty: 1058.234985
	Iteration 8F: 3 clusters Score -5525226 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -5527059.000000 Penalty: 1058.234985
	Iteration 9Q: 3 clusters Score -5527059 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -5528171.500000 Penalty: 1058.234985
	Iteration 10Q: 3 clusters Score -5528172 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 83437 members 
Entering Unmasked Estep 
Score: -5529025.000000 Penalty: 1058.234985
	Iteration 11Q: 3 clusters Score -5529025 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -5529821.500000 Penalty: 1058.234985
	Iteration 12Q: 3 clusters Score -5529822 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -5530542.500000 Penalty: 1058.234985
	Iteration 13Q: 3 clusters Score -5530542 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -5531198.000000 Penalty: 1058.234985
	Iteration 14Q: 3 clusters Score -5531198 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -5531915.500000 Penalty: 1058.234985
	Iteration 15Q: 3 clusters Score -5531916 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -5532610.000000 Penalty: 1058.234985
	Iteration 16Q: 3 clusters Score -5532610 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -5533334.000000 Penalty: 1058.234985
	Iteration 17Q: 3 clusters Score -5533334 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
Score: -5534100.500000 Penalty: 1058.234985
	Iteration 18Q: 3 clusters Score -5534100 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -5534819.500000 Penalty: 1058.234985
	Iteration 19Q: 3 clusters Score -5534820 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -5535494.000000 Penalty: 1058.234985
	Iteration 20F: 3 clusters Score -5535494 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -5536031.000000 Penalty: 1058.234985
	Iteration 21Q: 3 clusters Score -5536031 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -5536453.500000 Penalty: 1058.234985
	Iteration 22Q: 3 clusters Score -5536454 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -5536701.000000 Penalty: 1058.234985
	Iteration 23Q: 3 clusters Score -5536701 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -5536936.000000 Penalty: 1058.234985
	Iteration 24Q: 3 clusters Score -5536936 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -5537111.500000 Penalty: 1058.234985
	Iteration 25Q: 3 clusters Score -5537112 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -5537288.000000 Penalty: 1058.234985
	Iteration 26Q: 3 clusters Score -5537288 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -5537383.500000 Penalty: 1058.234985
	Iteration 27Q: 3 clusters Score -5537384 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -5537516.500000 Penalty: 1058.234985
	Iteration 28Q: 3 clusters Score -5537516 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -5537604.000000 Penalty: 1058.234985
	Iteration 29Q: 3 clusters Score -5537604 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 89336 members 
Entering Unmasked Estep 
Score: -5537701.000000 Penalty: 1058.234985
	Iteration 30Q: 3 clusters Score -5537701 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -5537735.000000 Penalty: 1058.234985
	Iteration 31Q: 3 clusters Score -5537735 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -5537773.500000 Penalty: 1058.234985
	Iteration 32Q: 3 clusters Score -5537774 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 90265 members 
Entering Unmasked Estep 
Score: -5537821.500000 Penalty: 1058.234985
	Iteration 33Q: 3 clusters Score -5537822 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 90550 members 
Entering Unmasked Estep 
Score: -5537879.500000 Penalty: 1058.234985
	Iteration 34Q: 3 clusters Score -5537880 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -5537910.500000 Penalty: 1058.234985
	Iteration 35Q: 3 clusters Score -5537910 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -5537949.500000 Penalty: 1058.234985
	Iteration 36Q: 3 clusters Score -5537950 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -5537997.000000 Penalty: 1058.234985
	Iteration 37Q: 3 clusters Score -5537997 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -5538056.000000 Penalty: 1058.234985
	Iteration 38Q: 3 clusters Score -5538056 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -5538107.500000 Penalty: 1058.234985
	Iteration 39Q: 3 clusters Score -5538108 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -5538126.000000 Penalty: 1058.234985
	Iteration 40F: 3 clusters Score -5538126 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -5538158.500000 Penalty: 1058.234985
	Iteration 41Q: 3 clusters Score -5538158 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -5538175.500000 Penalty: 1058.234985
	Iteration 42Q: 3 clusters Score -5538176 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -5538200.500000 Penalty: 1058.234985
	Iteration 43Q: 3 clusters Score -5538200 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -5538228.500000 Penalty: 1058.234985
	Iteration 44Q: 3 clusters Score -5538228 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 93729 members 
Entering Unmasked Estep 
Score: -5538247.500000 Penalty: 1058.234985
	Iteration 45Q: 3 clusters Score -5538248 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -5538256.500000 Penalty: 1058.234985
	Iteration 46Q: 3 clusters Score -5538256 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 94267 members 
Entering Unmasked Estep 
Score: -5538292.500000 Penalty: 1058.234985
	Iteration 47Q: 3 clusters Score -5538292 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -5538329.000000 Penalty: 1058.234985
	Iteration 48Q: 3 clusters Score -5538329 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -5538360.000000 Penalty: 1058.234985
	Iteration 49Q: 3 clusters Score -5538360 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -5538416.000000 Penalty: 1058.234985
	Iteration 50Q: 3 clusters Score -5538416 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -5538417.500000 Penalty: 1058.234985
	Iteration 51Q: 3 clusters Score -5538418 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 95639 members 
Entering Unmasked Estep 
Score: -5538453.000000 Penalty: 1058.234985
	Iteration 52Q: 3 clusters Score -5538453 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -5538486.500000 Penalty: 1058.234985
	Iteration 53Q: 3 clusters Score -5538486 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 96153 members 
Entering Unmasked Estep 
Score: -5538503.500000 Penalty: 1058.234985
	Iteration 54Q: 3 clusters Score -5538504 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -5538573.000000 Penalty: 1058.234985
	Iteration 55Q: 3 clusters Score -5538573 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -5538602.500000 Penalty: 1058.234985
	Iteration 56Q: 3 clusters Score -5538602 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -5538643.500000 Penalty: 1058.234985
	Iteration 57Q: 3 clusters Score -5538644 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -5538675.500000 Penalty: 1058.234985
	Iteration 58Q: 3 clusters Score -5538676 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -5538716.000000 Penalty: 1058.234985
	Iteration 59Q: 3 clusters Score -5538716 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 97863 members 
Entering Unmasked Estep 
Score: -5538778.000000 Penalty: 1058.234985
	Iteration 60F: 3 clusters Score -5538778 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 98124 members 
Entering Unmasked Estep 
Score: -5538810.000000 Penalty: 1058.234985
	Iteration 61Q: 3 clusters Score -5538810 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 98388 members 
Entering Unmasked Estep 
Score: -5538850.500000 Penalty: 1058.234985
	Iteration 62Q: 3 clusters Score -5538850 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 98671 members 
Entering Unmasked Estep 
Score: -5538868.000000 Penalty: 1058.234985
	Iteration 63Q: 3 clusters Score -5538868 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 98964 members 
Entering Unmasked Estep 
Score: -5538916.000000 Penalty: 1058.234985
	Iteration 64Q: 3 clusters Score -5538916 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 99264 members 
Entering Unmasked Estep 
Score: -5538938.500000 Penalty: 1058.234985
	Iteration 65Q: 3 clusters Score -5538938 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 99573 members 
Entering Unmasked Estep 
Score: -5539015.000000 Penalty: 1058.234985
	Iteration 66Q: 3 clusters Score -5539015 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -5539052.500000 Penalty: 1058.234985
	Iteration 67Q: 3 clusters Score -5539052 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -5539076.500000 Penalty: 1058.234985
	Iteration 68Q: 3 clusters Score -5539076 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -5539177.000000 Penalty: 1058.234985
	Iteration 69Q: 3 clusters Score -5539177 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -5539269.000000 Penalty: 1058.234985
	Iteration 70Q: 3 clusters Score -5539269 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -5539375.500000 Penalty: 1058.234985
	Iteration 71Q: 3 clusters Score -5539376 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -5539477.500000 Penalty: 1058.234985
	Iteration 72Q: 3 clusters Score -5539478 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -5539548.500000 Penalty: 1058.234985
	Iteration 73Q: 3 clusters Score -5539548 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -5539629.500000 Penalty: 1058.234985
	Iteration 74Q: 3 clusters Score -5539630 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 102045 members 
Entering Unmasked Estep 
Score: -5539696.500000 Penalty: 1058.234985
	Iteration 75Q: 3 clusters Score -5539696 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 102288 members 
Entering Unmasked Estep 
Score: -5539760.500000 Penalty: 1058.234985
	Iteration 76Q: 3 clusters Score -5539760 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -5539801.000000 Penalty: 1058.234985
	Iteration 77Q: 3 clusters Score -5539801 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -5539857.000000 Penalty: 1058.234985
	Iteration 78Q: 3 clusters Score -5539857 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 102899 members 
Entering Unmasked Estep 
Score: -5539904.500000 Penalty: 1058.234985
	Iteration 79Q: 3 clusters Score -5539904 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 103087 members 
Entering Unmasked Estep 
Score: -5539938.000000 Penalty: 1058.234985
	Iteration 80F: 3 clusters Score -5539938 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 103255 members 
Entering Unmasked Estep 
Score: -5539995.000000 Penalty: 1058.234985
	Iteration 81Q: 3 clusters Score -5539995 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -5540023.000000 Penalty: 1058.234985
	Iteration 82Q: 3 clusters Score -5540023 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 103602 members 
Entering Unmasked Estep 
Score: -5540036.000000 Penalty: 1058.234985
	Iteration 83Q: 3 clusters Score -5540036 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 103756 members 
Entering Unmasked Estep 
Score: -5540069.500000 Penalty: 1058.234985
	Iteration 84Q: 3 clusters Score -5540070 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 103892 members 
Entering Unmasked Estep 
Score: -5540088.500000 Penalty: 1058.234985
	Iteration 85Q: 3 clusters Score -5540088 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 103998 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 104189 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8008 members 
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Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 104406 members 
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Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 104676 members 
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	Iteration 93Q: 3 clusters Score -5540181 nChanged 82
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Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 104754 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5540192 nChanged 74
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Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 104826 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5540200 nChanged 70
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Mstep: Class 1 contains 7411 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5540208 nChanged 62
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Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5540218 nChanged 67
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Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5540229 nChanged 52
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Mstep: Class 1 contains 7232 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5540234 nChanged 55
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Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5540223 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5540229 nChanged 38
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Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 105202 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5540218 nChanged 28
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Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5540220 nChanged 30
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Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 105258 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5540219 nChanged 38
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Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5540207 nChanged 35
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Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 105327 members 
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	Iteration 106Q: 3 clusters Score -5540220 nChanged 37
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Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5540226 nChanged 32
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Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5540212 nChanged 28
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Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 105414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 105439 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 105462 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5540210 nChanged 23
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Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6804 members 
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Mstep: Class 1 contains 6792 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6782 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6770 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5540212 nChanged 6
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Mstep: Class 1 contains 6747 members 
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	Iteration 119Q: 3 clusters Score -5540209 nChanged 8
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Mstep: Class 1 contains 6739 members 
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	Iteration 120F: 3 clusters Score -5540216 nChanged 8
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Mstep: Class 1 contains 6731 members 
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	Iteration 121Q: 3 clusters Score -5540216 nChanged 7
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Mstep: Class 1 contains 6724 members 
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	Iteration 122Q: 3 clusters Score -5540212 nChanged 9
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5540213 nChanged 8
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Mstep: Class 1 contains 6709 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5540215 nChanged 4
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Mstep: Class 1 contains 6705 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5540214 nChanged 9
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Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 105607 members 
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	Iteration 126Q: 3 clusters Score -5540212 nChanged 8
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Mstep: Class 1 contains 6688 members 
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	Iteration 127Q: 3 clusters Score -5540209 nChanged 12
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Mstep: Class 1 contains 6676 members 
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	Iteration 128Q: 3 clusters Score -5540213 nChanged 9
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Mstep: Class 1 contains 6667 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5540214 nChanged 7
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Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 105643 members 
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	Iteration 130Q: 3 clusters Score -5540224 nChanged 5
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Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5540223 nChanged 9
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Mstep: Class 1 contains 6646 members 
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	Iteration 132Q: 3 clusters Score -5540218 nChanged 13
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Mstep: Class 1 contains 6637 members 
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	Iteration 133Q: 3 clusters Score -5540221 nChanged 14
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Mstep: Class 1 contains 6623 members 
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	Iteration 134Q: 3 clusters Score -5540225 nChanged 10
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Mstep: Class 1 contains 6613 members 
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	Iteration 135Q: 3 clusters Score -5540230 nChanged 10
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Mstep: Class 1 contains 6603 members 
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	Iteration 136Q: 3 clusters Score -5540226 nChanged 14
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Mstep: Class 1 contains 6591 members 
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	Iteration 137Q: 3 clusters Score -5540239 nChanged 13
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Mstep: Class 1 contains 6580 members 
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	Iteration 138Q: 3 clusters Score -5540233 nChanged 12
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Mstep: Class 1 contains 6568 members 
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	Iteration 139Q: 3 clusters Score -5540235 nChanged 11
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Mstep: Class 1 contains 6557 members 
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	Iteration 140F: 3 clusters Score -5540228 nChanged 9
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Mstep: Class 1 contains 6548 members 
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	Iteration 141Q: 3 clusters Score -5540232 nChanged 9
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Mstep: Class 1 contains 6539 members 
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	Iteration 142Q: 3 clusters Score -5540232 nChanged 4
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	Iteration 143Q: 3 clusters Score -5540231 nChanged 2
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Mstep: Class 1 contains 6533 members 
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	Iteration 144Q: 3 clusters Score -5540230 nChanged 3
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	Iteration 145Q: 3 clusters Score -5540228 nChanged 5
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	Iteration 146Q: 3 clusters Score -5540234 nChanged 13
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	Iteration 147Q: 3 clusters Score -5540230 nChanged 13
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	Iteration 148Q: 3 clusters Score -5540232 nChanged 16
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	Iteration 149Q: 3 clusters Score -5540230 nChanged 17
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	Iteration 150Q: 3 clusters Score -5540226 nChanged 21
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	Iteration 151Q: 3 clusters Score -5540238 nChanged 16
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	Iteration 152Q: 3 clusters Score -5540236 nChanged 19
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	Iteration 153Q: 3 clusters Score -5540240 nChanged 19
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	Iteration 154Q: 3 clusters Score -5540243 nChanged 16
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	Iteration 155Q: 3 clusters Score -5540235 nChanged 21
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	Iteration 156Q: 3 clusters Score -5540238 nChanged 21
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Mstep: Class 1 contains 6339 members 
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	Iteration 157Q: 3 clusters Score -5540240 nChanged 17
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	Iteration 158Q: 3 clusters Score -5540237 nChanged 14
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Mstep: Class 1 contains 6308 members 
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	Iteration 159Q: 3 clusters Score -5540246 nChanged 14
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	Iteration 160F: 3 clusters Score -5540258 nChanged 21
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Mstep: Class 1 contains 6273 members 
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	Iteration 161Q: 3 clusters Score -5540256 nChanged 27
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	Iteration 162Q: 3 clusters Score -5540256 nChanged 25
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	Iteration 163Q: 3 clusters Score -5540250 nChanged 27
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	Iteration 164Q: 3 clusters Score -5540255 nChanged 38
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	Iteration 165Q: 3 clusters Score -5540246 nChanged 31
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	Iteration 166Q: 3 clusters Score -5540254 nChanged 31
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	Iteration 167Q: 3 clusters Score -5540256 nChanged 35
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	Iteration 168Q: 3 clusters Score -5540247 nChanged 41
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	Iteration 169Q: 3 clusters Score -5540242 nChanged 46
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	Iteration 170Q: 3 clusters Score -5540242 nChanged 49
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	Iteration 171Q: 3 clusters Score -5540238 nChanged 42
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Mstep: Class 1 contains 5967 members 
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	Iteration 172Q: 3 clusters Score -5540242 nChanged 46
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	Iteration 173Q: 3 clusters Score -5540244 nChanged 41
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	Iteration 174Q: 3 clusters Score -5540247 nChanged 40
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	Iteration 175Q: 3 clusters Score -5540242 nChanged 37
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	Iteration 176Q: 3 clusters Score -5540240 nChanged 37
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5540249 nChanged 30
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Mstep: Class 2 contains 106551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 106575 members 
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Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 106597 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5540236 nChanged 31
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Mstep: Class 2 contains 106626 members 
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	Iteration 181Q: 3 clusters Score -5540236 nChanged 31
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Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5540236 nChanged 29
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Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 106680 members 
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	Iteration 183Q: 3 clusters Score -5540239 nChanged 23
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Entering Unmasked Estep 
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Mstep: Class 2 contains 106708 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5540234 nChanged 36
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5540234 nChanged 35
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5540230 nChanged 29
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Mstep: Class 1 contains 5561 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5540228 nChanged 35
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Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5540232 nChanged 37
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5540215 nChanged 45
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Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 106755 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5540216 nChanged 41
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Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 106760 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5540215 nChanged 43
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Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 106777 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5540212 nChanged 31
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5540214 nChanged 29
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Mstep: Class 2 contains 106797 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5540215 nChanged 36
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Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 106817 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5540220 nChanged 46
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Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5540216 nChanged 41
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Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5540218 nChanged 38
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Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5540227 nChanged 34
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Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 106878 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5540226 nChanged 32
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5540228 nChanged 31
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Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5540226 nChanged 22
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Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 106889 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5540225 nChanged 28
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	Iteration 204Q: 3 clusters Score -5540226 nChanged 23
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Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5540220 nChanged 18
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Mstep: Class 1 contains 5411 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5540224 nChanged 27
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Mstep: Class 1 contains 5402 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5540210 nChanged 26
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Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 106907 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5540213 nChanged 17
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Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5540212 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 106924 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5540212 nChanged 18
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 106930 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5540212 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 106935 members 
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	Iteration 212Q: 3 clusters Score -5540220 nChanged 17
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	Iteration 213Q: 3 clusters Score -5540219 nChanged 12
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	Iteration 214Q: 3 clusters Score -5540212 nChanged 12
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Mstep: Class 1 contains 5355 members 
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	Iteration 215Q: 3 clusters Score -5540210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5540218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5540214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 106967 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5540220 nChanged 11
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Mstep: Class 2 contains 106964 members 
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	Iteration 219Q: 3 clusters Score -5540217 nChanged 9
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Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 106961 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5540214 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5346 members 
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	Iteration 221Q: 3 clusters Score -5540216 nChanged 2
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	Iteration 222Q: 3 clusters Score -5540214 nChanged 3
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	Iteration 223Q: 3 clusters Score -5540216 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5540212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5540218 nChanged 12
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	Iteration 226Q: 3 clusters Score -5540215 nChanged 12
Entering Unmasked Mstep 
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	Iteration 227Q: 3 clusters Score -5540217 nChanged 13
Entering Unmasked Mstep 
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	Iteration 228Q: 3 clusters Score -5540218 nChanged 11
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	Iteration 229Q: 3 clusters Score -5540216 nChanged 13
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	Iteration 230Q: 3 clusters Score -5540220 nChanged 18
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	Iteration 231Q: 3 clusters Score -5540218 nChanged 15
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	Iteration 232Q: 3 clusters Score -5540216 nChanged 13
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	Iteration 233Q: 3 clusters Score -5540214 nChanged 15
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	Iteration 234Q: 3 clusters Score -5540218 nChanged 9
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	Iteration 235Q: 3 clusters Score -5540215 nChanged 9
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	Iteration 236Q: 3 clusters Score -5540214 nChanged 9
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	Iteration 237Q: 3 clusters Score -5540213 nChanged 16
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	Iteration 238Q: 3 clusters Score -5540221 nChanged 13
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	Iteration 239Q: 3 clusters Score -5540226 nChanged 15
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	Iteration 240F: 3 clusters Score -5540230 nChanged 16
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	Iteration 241Q: 3 clusters Score -5540228 nChanged 17
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	Iteration 242Q: 3 clusters Score -5540215 nChanged 12
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	Iteration 243Q: 3 clusters Score -5540216 nChanged 13
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	Iteration 244Q: 3 clusters Score -5540212 nChanged 12
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	Iteration 245Q: 3 clusters Score -5540208 nChanged 14
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	Iteration 246Q: 3 clusters Score -5540204 nChanged 9
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	Iteration 247Q: 3 clusters Score -5540201 nChanged 7
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	Iteration 248Q: 3 clusters Score -5540198 nChanged 7
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	Iteration 249Q: 3 clusters Score -5540198 nChanged 9
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	Iteration 250Q: 3 clusters Score -5540195 nChanged 8
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	Iteration 251Q: 3 clusters Score -5540191 nChanged 10
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	Iteration 252Q: 3 clusters Score -5540196 nChanged 6
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	Iteration 253Q: 3 clusters Score -5540199 nChanged 5
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	Iteration 254Q: 3 clusters Score -5540200 nChanged 9
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	Iteration 255Q: 3 clusters Score -5540202 nChanged 6
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	Iteration 256Q: 3 clusters Score -5540200 nChanged 12
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	Iteration 257Q: 3 clusters Score -5540193 nChanged 9
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	Iteration 258Q: 3 clusters Score -5540186 nChanged 10
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	Iteration 259Q: 3 clusters Score -5540188 nChanged 14
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	Iteration 260F: 3 clusters Score -5540192 nChanged 19
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	Iteration 261Q: 3 clusters Score -5540192 nChanged 15
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	Iteration 262Q: 3 clusters Score -5540192 nChanged 19
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	Iteration 263Q: 3 clusters Score -5540196 nChanged 20
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	Iteration 264Q: 3 clusters Score -5540204 nChanged 15
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	Iteration 265Q: 3 clusters Score -5540198 nChanged 14
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	Iteration 266Q: 3 clusters Score -5540191 nChanged 13
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	Iteration 267Q: 3 clusters Score -5540190 nChanged 11
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	Iteration 268Q: 3 clusters Score -5540184 nChanged 8
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	Iteration 269Q: 3 clusters Score -5540192 nChanged 9
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	Iteration 270Q: 3 clusters Score -5540198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 107157 members 
Entering Unmasked Estep 
Score: -5540193.000000 Penalty: 1058.234985
	Iteration 271Q: 3 clusters Score -5540193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -5540196.500000 Penalty: 1058.234985
	Iteration 272Q: 3 clusters Score -5540196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 107148 members 
Entering Unmasked Estep 
Score: -5540201.500000 Penalty: 1058.234985
	Iteration 273Q: 3 clusters Score -5540202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 107144 members 
Entering Unmasked Estep 
Score: -5540195.000000 Penalty: 1058.234985
	Iteration 274Q: 3 clusters Score -5540195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 107142 members 
Entering Unmasked Estep 
Score: -5540193.500000 Penalty: 1058.234985
	Iteration 275Q: 3 clusters Score -5540194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 107140 members 
Entering Unmasked Estep 
Score: -5540193.500000 Penalty: 1058.234985
	Iteration 276Q: 3 clusters Score -5540194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 107140 members 
Entering Unmasked Estep 
Score: -5540190.000000 Penalty: 1058.234985
	Iteration 277Q: 3 clusters Score -5540190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 107135 members 
Entering Unmasked Estep 
Score: -5540192.500000 Penalty: 1058.234985
	Iteration 278Q: 3 clusters Score -5540192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 107130 members 
Entering Unmasked Estep 
Score: -5540190.500000 Penalty: 1058.234985
	Iteration 279Q: 3 clusters Score -5540190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 107126 members 
Entering Unmasked Estep 
Score: -5540192.500000 Penalty: 1058.234985
	Iteration 280F: 3 clusters Score -5540192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 107132 members 
Entering Unmasked Estep 
Score: -5540189.500000 Penalty: 1058.234985
	Iteration 281Q: 3 clusters Score -5540190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 107132 members 
Entering Unmasked Estep 
Score: -5540193.500000 Penalty: 1058.234985
	Iteration 282Q: 3 clusters Score -5540194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 107131 members 
Entering Unmasked Estep 
Score: -5540194.000000 Penalty: 1058.234985
	Iteration 283Q: 3 clusters Score -5540194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 107128 members 
Entering Unmasked Estep 
Score: -5540197.500000 Penalty: 1058.234985
	Iteration 284Q: 3 clusters Score -5540198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
Score: -5540194.500000 Penalty: 1058.234985
	Iteration 285Q: 3 clusters Score -5540194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 107123 members 
Entering Unmasked Estep 
Score: -5540196.500000 Penalty: 1058.234985
	Iteration 286Q: 3 clusters Score -5540196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 107122 members 
Entering Unmasked Estep 
Score: -5540200.000000 Penalty: 1058.234985
	Iteration 287Q: 3 clusters Score -5540200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 107120 members 
Entering Unmasked Estep 
Score: -5540200.000000 Penalty: 1058.234985
	Iteration 288Q: 3 clusters Score -5540200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -5540199.500000 Penalty: 1058.234985
	Iteration 289Q: 3 clusters Score -5540200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 107117 members 
Entering Unmasked Estep 
Score: -5540198.000000 Penalty: 1058.234985
	Iteration 290Q: 3 clusters Score -5540198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 107117 members 
Entering Unmasked Estep 
Score: -5540198.000000 Penalty: 1058.234985
	Iteration 291F: 3 clusters Score -5540198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 148971 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 133710 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 116521 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 238660 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Entering Unmasked Estep 
Score: -90602240.000000 Penalty: 24396.156250
Splitting cluster 1 changes total score from -90601664.000000 to -90602240.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (7238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Entering Unmasked Estep 
Score: -347041.906250 Penalty: 404.363068
	Iteration 0F: 2 clusters Score -347041.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -342197.875000 Penalty: 808.726135
	Iteration 0F: 3 clusters Score -342197.9 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -344102.562500 Penalty: 808.726135
	Iteration 1F: 3 clusters Score -344102.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -344362.875000 Penalty: 808.726135
	Iteration 2F: 3 clusters Score -344362.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -344706.000000 Penalty: 808.726135
	Iteration 3F: 3 clusters Score -344706 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -345071.875000 Penalty: 808.726135
	Iteration 4F: 3 clusters Score -345071.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -345422.125000 Penalty: 808.726135
	Iteration 5F: 3 clusters Score -345422.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -345704.531250 Penalty: 808.726135
	Iteration 6F: 3 clusters Score -345704.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -345918.406250 Penalty: 808.726135
	Iteration 7Q: 3 clusters Score -345918.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -346090.125000 Penalty: 808.726135
	Iteration 8Q: 3 clusters Score -346090.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -346234.718750 Penalty: 808.726135
	Iteration 9Q: 3 clusters Score -346234.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -346348.750000 Penalty: 808.726135
	Iteration 10Q: 3 clusters Score -346348.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -346430.500000 Penalty: 808.726135
	Iteration 11Q: 3 clusters Score -346430.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -346511.812500 Penalty: 808.726135
	Iteration 12Q: 3 clusters Score -346511.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -346586.156250 Penalty: 808.726135
	Iteration 13Q: 3 clusters Score -346586.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -346631.125000 Penalty: 808.726135
	Iteration 14Q: 3 clusters Score -346631.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -346657.656250 Penalty: 808.726135
	Iteration 15Q: 3 clusters Score -346657.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -346671.125000 Penalty: 808.726135
	Iteration 16Q: 3 clusters Score -346671.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -346681.687500 Penalty: 808.726135
	Iteration 17Q: 3 clusters Score -346681.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -346686.531250 Penalty: 808.726135
	Iteration 18Q: 3 clusters Score -346686.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -346689.468750 Penalty: 808.726135
	Iteration 19Q: 3 clusters Score -346689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -346690.562500 Penalty: 808.726135
	Iteration 20F: 3 clusters Score -346690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -346691.156250 Penalty: 808.726135
	Iteration 21Q: 3 clusters Score -346691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -346691.156250 Penalty: 808.726135
	Iteration 22Q: 3 clusters Score -346691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -346691.593750 Penalty: 808.726135
	Iteration 23Q: 3 clusters Score -346691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -346691.625000 Penalty: 808.726135
	Iteration 24Q: 3 clusters Score -346691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -346692.093750 Penalty: 808.726135
	Iteration 25Q: 3 clusters Score -346692.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -346691.406250 Penalty: 808.726135
	Iteration 26Q: 3 clusters Score -346691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -346691.500000 Penalty: 808.726135
	Iteration 27Q: 3 clusters Score -346691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -346691.500000 Penalty: 808.726135
	Iteration 28F: 3 clusters Score -346691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161631 members 
Entering Unmasked Estep 
Score: -7914068.000000 Penalty: 545.684753
	Iteration 0F: 2 clusters Score -7914068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 80798 members 
Entering Unmasked Estep 
Score: -7809932.000000 Penalty: 1091.369507
	Iteration 0F: 3 clusters Score -7809932 nChanged 79495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 83195 members 
Entering Unmasked Estep 
Score: -7861039.000000 Penalty: 1091.369507
	Iteration 1F: 3 clusters Score -7861039 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
Score: -7866498.000000 Penalty: 1091.369507
	Iteration 2F: 3 clusters Score -7866498 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -7876194.500000 Penalty: 1091.369507
	Iteration 3F: 3 clusters Score -7876194 nChanged 14221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -7889956.500000 Penalty: 1091.369507
	Iteration 4F: 3 clusters Score -7889956 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -7903891.000000 Penalty: 1091.369507
	Iteration 5F: 3 clusters Score -7903891 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 99366 members 
Entering Unmasked Estep 
Score: -7912302.500000 Penalty: 1091.369507
	Iteration 6F: 3 clusters Score -7912302 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -7915643.000000 Penalty: 1091.369507
	Iteration 7Q: 3 clusters Score -7915643 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 101463 members 
Entering Unmasked Estep 
Score: -7917511.500000 Penalty: 1091.369507
	Iteration 8Q: 3 clusters Score -7917512 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -7918713.000000 Penalty: 1091.369507
	Iteration 9Q: 3 clusters Score -7918713 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
Score: -7919474.000000 Penalty: 1091.369507
	Iteration 10Q: 3 clusters Score -7919474 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 103779 members 
Entering Unmasked Estep 
Score: -7919969.000000 Penalty: 1091.369507
	Iteration 11Q: 3 clusters Score -7919969 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 104640 members 
Entering Unmasked Estep 
Score: -7920258.000000 Penalty: 1091.369507
	Iteration 12Q: 3 clusters Score -7920258 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 105541 members 
Entering Unmasked Estep 
Score: -7920397.000000 Penalty: 1091.369507
	Iteration 13Q: 3 clusters Score -7920397 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 106490 members 
Entering Unmasked Estep 
Score: -7920476.000000 Penalty: 1091.369507
	Iteration 14Q: 3 clusters Score -7920476 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 107583 members 
Entering Unmasked Estep 
Score: -7920564.500000 Penalty: 1091.369507
	Iteration 15Q: 3 clusters Score -7920564 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 108817 members 
Entering Unmasked Estep 
Score: -7920629.000000 Penalty: 1091.369507
	Iteration 16Q: 3 clusters Score -7920629 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 110195 members 
Entering Unmasked Estep 
Score: -7920635.500000 Penalty: 1091.369507
	Iteration 17Q: 3 clusters Score -7920636 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 111692 members 
Entering Unmasked Estep 
Score: -7920591.000000 Penalty: 1091.369507
	Iteration 18Q: 3 clusters Score -7920591 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 113344 members 
Entering Unmasked Estep 
Score: -7920506.500000 Penalty: 1091.369507
	Iteration 19Q: 3 clusters Score -7920506 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 115324 members 
Entering Unmasked Estep 
Score: -7920272.500000 Penalty: 1091.369507
	Iteration 20F: 3 clusters Score -7920272 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 117502 members 
Entering Unmasked Estep 
Score: -7920147.000000 Penalty: 1091.369507
	Iteration 21Q: 3 clusters Score -7920147 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 119792 members 
Entering Unmasked Estep 
Score: -7919924.500000 Penalty: 1091.369507
	Iteration 22Q: 3 clusters Score -7919924 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 122155 members 
Entering Unmasked Estep 
Score: -7919671.000000 Penalty: 1091.369507
	Iteration 23Q: 3 clusters Score -7919671 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 124675 members 
Entering Unmasked Estep 
Score: -7919603.000000 Penalty: 1091.369507
	Iteration 24Q: 3 clusters Score -7919603 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 127251 members 
Entering Unmasked Estep 
Score: -7919358.000000 Penalty: 1091.369507
	Iteration 25Q: 3 clusters Score -7919358 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 129711 members 
Entering Unmasked Estep 
Score: -7919113.500000 Penalty: 1091.369507
	Iteration 26Q: 3 clusters Score -7919114 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 131997 members 
Entering Unmasked Estep 
Score: -7918870.500000 Penalty: 1091.369507
	Iteration 27Q: 3 clusters Score -7918870 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 134212 members 
Entering Unmasked Estep 
Score: -7918517.500000 Penalty: 1091.369507
	Iteration 28Q: 3 clusters Score -7918518 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -7918318.000000 Penalty: 1091.369507
	Iteration 29Q: 3 clusters Score -7918318 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 138354 members 
Entering Unmasked Estep 
Score: -7918083.500000 Penalty: 1091.369507
	Iteration 30Q: 3 clusters Score -7918084 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 140210 members 
Entering Unmasked Estep 
Score: -7917867.000000 Penalty: 1091.369507
	Iteration 31Q: 3 clusters Score -7917867 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 141887 members 
Entering Unmasked Estep 
Score: -7917701.000000 Penalty: 1091.369507
	Iteration 32Q: 3 clusters Score -7917701 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 143314 members 
Entering Unmasked Estep 
Score: -7917442.000000 Penalty: 1091.369507
	Iteration 33Q: 3 clusters Score -7917442 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 144599 members 
Entering Unmasked Estep 
Score: -7917198.500000 Penalty: 1091.369507
	Iteration 34Q: 3 clusters Score -7917198 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -7917030.500000 Penalty: 1091.369507
	Iteration 35Q: 3 clusters Score -7917030 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 146833 members 
Entering Unmasked Estep 
Score: -7916897.500000 Penalty: 1091.369507
	Iteration 36Q: 3 clusters Score -7916898 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 147750 members 
Entering Unmasked Estep 
Score: -7916737.500000 Penalty: 1091.369507
	Iteration 37Q: 3 clusters Score -7916738 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -7916632.000000 Penalty: 1091.369507
	Iteration 38Q: 3 clusters Score -7916632 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 149197 members 
Entering Unmasked Estep 
Score: -7916557.000000 Penalty: 1091.369507
	Iteration 39Q: 3 clusters Score -7916557 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 149759 members 
Entering Unmasked Estep 
Score: -7916741.000000 Penalty: 1091.369507
	Iteration 40F: 3 clusters Score -7916741 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 150661 members 
Entering Unmasked Estep 
Score: -7916625.000000 Penalty: 1091.369507
	Iteration 41Q: 3 clusters Score -7916625 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 151484 members 
Entering Unmasked Estep 
Score: -7916477.000000 Penalty: 1091.369507
	Iteration 42Q: 3 clusters Score -7916477 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 152253 members 
Entering Unmasked Estep 
Score: -7916322.000000 Penalty: 1091.369507
	Iteration 43Q: 3 clusters Score -7916322 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 152962 members 
Entering Unmasked Estep 
Score: -7916163.500000 Penalty: 1091.369507
	Iteration 44Q: 3 clusters Score -7916164 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 153592 members 
Entering Unmasked Estep 
Score: -7916093.000000 Penalty: 1091.369507
	Iteration 45Q: 3 clusters Score -7916093 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 154151 members 
Entering Unmasked Estep 
Score: -7915979.000000 Penalty: 1091.369507
	Iteration 46Q: 3 clusters Score -7915979 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 154669 members 
Entering Unmasked Estep 
Score: -7915830.000000 Penalty: 1091.369507
	Iteration 47Q: 3 clusters Score -7915830 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 155120 members 
Entering Unmasked Estep 
Score: -7915735.500000 Penalty: 1091.369507
	Iteration 48Q: 3 clusters Score -7915736 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 155536 members 
Entering Unmasked Estep 
Score: -7915609.000000 Penalty: 1091.369507
	Iteration 49Q: 3 clusters Score -7915609 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 155939 members 
Entering Unmasked Estep 
Score: -7915520.500000 Penalty: 1091.369507
	Iteration 50Q: 3 clusters Score -7915520 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 156311 members 
Entering Unmasked Estep 
Score: -7915434.500000 Penalty: 1091.369507
	Iteration 51Q: 3 clusters Score -7915434 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 156636 members 
Entering Unmasked Estep 
Score: -7915340.500000 Penalty: 1091.369507
	Iteration 52Q: 3 clusters Score -7915340 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 156933 members 
Entering Unmasked Estep 
Score: -7915258.500000 Penalty: 1091.369507
	Iteration 53Q: 3 clusters Score -7915258 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 157212 members 
Entering Unmasked Estep 
Score: -7915161.500000 Penalty: 1091.369507
	Iteration 54Q: 3 clusters Score -7915162 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 157476 members 
Entering Unmasked Estep 
Score: -7915123.000000 Penalty: 1091.369507
	Iteration 55Q: 3 clusters Score -7915123 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 157713 members 
Entering Unmasked Estep 
Score: -7915038.000000 Penalty: 1091.369507
	Iteration 56Q: 3 clusters Score -7915038 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 157956 members 
Entering Unmasked Estep 
Score: -7914955.500000 Penalty: 1091.369507
	Iteration 57Q: 3 clusters Score -7914956 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 158188 members 
Entering Unmasked Estep 
Score: -7914906.500000 Penalty: 1091.369507
	Iteration 58Q: 3 clusters Score -7914906 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 158401 members 
Entering Unmasked Estep 
Score: -7914836.000000 Penalty: 1091.369507
	Iteration 59Q: 3 clusters Score -7914836 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 158603 members 
Entering Unmasked Estep 
Score: -7914763.000000 Penalty: 1091.369507
	Iteration 60F: 3 clusters Score -7914763 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 158774 members 
Entering Unmasked Estep 
Score: -7914678.000000 Penalty: 1091.369507
	Iteration 61Q: 3 clusters Score -7914678 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 158939 members 
Entering Unmasked Estep 
Score: -7914619.000000 Penalty: 1091.369507
	Iteration 62Q: 3 clusters Score -7914619 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 159090 members 
Entering Unmasked Estep 
Score: -7914549.500000 Penalty: 1091.369507
	Iteration 63Q: 3 clusters Score -7914550 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -7914502.000000 Penalty: 1091.369507
	Iteration 64Q: 3 clusters Score -7914502 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 159329 members 
Entering Unmasked Estep 
Score: -7914457.500000 Penalty: 1091.369507
	Iteration 65Q: 3 clusters Score -7914458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 159441 members 
Entering Unmasked Estep 
Score: -7914437.500000 Penalty: 1091.369507
	Iteration 66Q: 3 clusters Score -7914438 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 159561 members 
Entering Unmasked Estep 
Score: -7914417.000000 Penalty: 1091.369507
	Iteration 67Q: 3 clusters Score -7914417 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 159684 members 
Entering Unmasked Estep 
Score: -7914389.000000 Penalty: 1091.369507
	Iteration 68Q: 3 clusters Score -7914389 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 159788 members 
Entering Unmasked Estep 
Score: -7914348.500000 Penalty: 1091.369507
	Iteration 69Q: 3 clusters Score -7914348 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 159892 members 
Entering Unmasked Estep 
Score: -7914313.000000 Penalty: 1091.369507
	Iteration 70Q: 3 clusters Score -7914313 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 159984 members 
Entering Unmasked Estep 
Score: -7914295.000000 Penalty: 1091.369507
	Iteration 71Q: 3 clusters Score -7914295 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 160090 members 
Entering Unmasked Estep 
Score: -7914246.500000 Penalty: 1091.369507
	Iteration 72Q: 3 clusters Score -7914246 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 160201 members 
Entering Unmasked Estep 
Score: -7914196.500000 Penalty: 1091.369507
	Iteration 73Q: 3 clusters Score -7914196 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 160313 members 
Entering Unmasked Estep 
Score: -7914173.000000 Penalty: 1091.369507
	Iteration 74Q: 3 clusters Score -7914173 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 160424 members 
Entering Unmasked Estep 
Score: -7914163.000000 Penalty: 1091.369507
	Iteration 75Q: 3 clusters Score -7914163 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 160539 members 
Entering Unmasked Estep 
Score: -7914127.000000 Penalty: 1091.369507
	Iteration 76Q: 3 clusters Score -7914127 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 160649 members 
Entering Unmasked Estep 
Score: -7914076.500000 Penalty: 1091.369507
	Iteration 77Q: 3 clusters Score -7914076 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -7914066.000000 Penalty: 1091.369507
	Iteration 78Q: 3 clusters Score -7914066 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 160854 members 
Entering Unmasked Estep 
Score: -7914021.000000 Penalty: 1091.369507
	Iteration 79Q: 3 clusters Score -7914021 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 160936 members 
Entering Unmasked Estep 
Score: -7914017.000000 Penalty: 1091.369507
	Iteration 80F: 3 clusters Score -7914017 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 161002 members 
Entering Unmasked Estep 
Score: -7914010.500000 Penalty: 1091.369507
	Iteration 81Q: 3 clusters Score -7914010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -7913989.500000 Penalty: 1091.369507
	Iteration 82Q: 3 clusters Score -7913990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 161105 members 
Entering Unmasked Estep 
Score: -7913972.000000 Penalty: 1091.369507
	Iteration 83Q: 3 clusters Score -7913972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 161141 members 
Entering Unmasked Estep 
Score: -7913963.000000 Penalty: 1091.369507
	Iteration 84Q: 3 clusters Score -7913963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 161169 members 
Entering Unmasked Estep 
Score: -7913944.500000 Penalty: 1091.369507
	Iteration 85Q: 3 clusters Score -7913944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -7913927.500000 Penalty: 1091.369507
	Iteration 86Q: 3 clusters Score -7913928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 161214 members 
Entering Unmasked Estep 
Score: -7913915.500000 Penalty: 1091.369507
	Iteration 87Q: 3 clusters Score -7913916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 161229 members 
Entering Unmasked Estep 
Score: -7913901.500000 Penalty: 1091.369507
	Iteration 88Q: 3 clusters Score -7913902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 161240 members 
Entering Unmasked Estep 
Score: -7913893.500000 Penalty: 1091.369507
	Iteration 89Q: 3 clusters Score -7913894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 161250 members 
Entering Unmasked Estep 
Score: -7913885.500000 Penalty: 1091.369507
	Iteration 90Q: 3 clusters Score -7913886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 161258 members 
Entering Unmasked Estep 
Score: -7913878.500000 Penalty: 1091.369507
	Iteration 91Q: 3 clusters Score -7913878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 161265 members 
Entering Unmasked Estep 
Score: -7913880.500000 Penalty: 1091.369507
	Iteration 92Q: 3 clusters Score -7913880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 161275 members 
Entering Unmasked Estep 
Score: -7913875.500000 Penalty: 1091.369507
	Iteration 93Q: 3 clusters Score -7913876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 161289 members 
Entering Unmasked Estep 
Score: -7913865.000000 Penalty: 1091.369507
	Iteration 94Q: 3 clusters Score -7913865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 161300 members 
Entering Unmasked Estep 
Score: -7913862.000000 Penalty: 1091.369507
	Iteration 95Q: 3 clusters Score -7913862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 161316 members 
Entering Unmasked Estep 
Score: -7913849.500000 Penalty: 1091.369507
	Iteration 96Q: 3 clusters Score -7913850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 161335 members 
Entering Unmasked Estep 
Score: -7913854.000000 Penalty: 1091.369507
	Iteration 97Q: 3 clusters Score -7913854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 161349 members 
Entering Unmasked Estep 
Score: -7913850.000000 Penalty: 1091.369507
	Iteration 98Q: 3 clusters Score -7913850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 161362 members 
Entering Unmasked Estep 
Score: -7913833.000000 Penalty: 1091.369507
	Iteration 99Q: 3 clusters Score -7913833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 161372 members 
Entering Unmasked Estep 
Score: -7913835.000000 Penalty: 1091.369507
	Iteration 100F: 3 clusters Score -7913835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 161374 members 
Entering Unmasked Estep 
Score: -7913839.500000 Penalty: 1091.369507
	Iteration 101Q: 3 clusters Score -7913840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 161377 members 
Entering Unmasked Estep 
Score: -7913839.000000 Penalty: 1091.369507
	Iteration 102Q: 3 clusters Score -7913839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 161382 members 
Entering Unmasked Estep 
Score: -7913836.500000 Penalty: 1091.369507
	Iteration 103Q: 3 clusters Score -7913836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 161385 members 
Entering Unmasked Estep 
Score: -7913836.500000 Penalty: 1091.369507
	Iteration 104Q: 3 clusters Score -7913836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 161386 members 
Entering Unmasked Estep 
Score: -7913835.500000 Penalty: 1091.369507
	Iteration 105Q: 3 clusters Score -7913836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -7913833.000000 Penalty: 1091.369507
	Iteration 106Q: 3 clusters Score -7913833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 161388 members 
Entering Unmasked Estep 
Score: -7913833.500000 Penalty: 1091.369507
	Iteration 107Q: 3 clusters Score -7913834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -7913830.500000 Penalty: 1091.369507
	Iteration 108Q: 3 clusters Score -7913830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 161387 members 
Entering Unmasked Estep 
Score: -7913837.500000 Penalty: 1091.369507
	Iteration 109Q: 3 clusters Score -7913838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 161387 members 
Entering Unmasked Estep 
Score: -7913840.000000 Penalty: 1091.369507
	Iteration 110Q: 3 clusters Score -7913840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -7913841.000000 Penalty: 1091.369507
	Iteration 111Q: 3 clusters Score -7913841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 161391 members 
Entering Unmasked Estep 
Score: -7913835.000000 Penalty: 1091.369507
	Iteration 112Q: 3 clusters Score -7913835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 161393 members 
Entering Unmasked Estep 
Score: -7913834.500000 Penalty: 1091.369507
	Iteration 113Q: 3 clusters Score -7913834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 161393 members 
Entering Unmasked Estep 
Score: -7913834.500000 Penalty: 1091.369507
	Iteration 114Q: 3 clusters Score -7913834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 161393 members 
Entering Unmasked Estep 
Score: -7913834.500000 Penalty: 1091.369507
	Iteration 115F: 3 clusters Score -7913834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -59533.890625 Penalty: 325.853790
	Iteration 0F: 2 clusters Score -59533.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -58542.878906 Penalty: 651.707581
	Iteration 0F: 3 clusters Score -58542.88 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -58785.945312 Penalty: 651.707581
	Iteration 1F: 3 clusters Score -58785.95 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -58840.468750 Penalty: 651.707581
	Iteration 2F: 3 clusters Score -58840.47 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -58881.996094 Penalty: 651.707581
	Iteration 3F: 3 clusters Score -58882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -58913.156250 Penalty: 651.707581
	Iteration 4Q: 3 clusters Score -58913.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -58942.062500 Penalty: 651.707581
	Iteration 5Q: 3 clusters Score -58942.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -58979.964844 Penalty: 651.707581
	Iteration 6Q: 3 clusters Score -58979.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -59020.605469 Penalty: 651.707581
	Iteration 7Q: 3 clusters Score -59020.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -59086.644531 Penalty: 651.707581
	Iteration 8Q: 3 clusters Score -59086.64 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -59134.656250 Penalty: 651.707581
	Iteration 9F: 3 clusters Score -59134.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -59174.984375 Penalty: 651.707581
	Iteration 10Q: 3 clusters Score -59174.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -59195.308594 Penalty: 651.707581
	Iteration 11Q: 3 clusters Score -59195.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -59207.714844 Penalty: 651.707581
	Iteration 12Q: 3 clusters Score -59207.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -59217.171875 Penalty: 651.707581
	Iteration 13Q: 3 clusters Score -59217.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -59226.699219 Penalty: 651.707581
	Iteration 14Q: 3 clusters Score -59226.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -59232.554688 Penalty: 651.707581
	Iteration 15Q: 3 clusters Score -59232.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -59235.800781 Penalty: 651.707581
	Iteration 16Q: 3 clusters Score -59235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -59238.445312 Penalty: 651.707581
	Iteration 17Q: 3 clusters Score -59238.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -59241.191406 Penalty: 651.707581
	Iteration 18Q: 3 clusters Score -59241.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -59243.277344 Penalty: 651.707581
	Iteration 19Q: 3 clusters Score -59243.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -59245.781250 Penalty: 651.707581
	Iteration 20F: 3 clusters Score -59245.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -59248.589844 Penalty: 651.707581
	Iteration 21Q: 3 clusters Score -59248.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -59250.804688 Penalty: 651.707581
	Iteration 22Q: 3 clusters Score -59250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -59252.312500 Penalty: 651.707581
	Iteration 23Q: 3 clusters Score -59252.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -59252.921875 Penalty: 651.707581
	Iteration 24Q: 3 clusters Score -59252.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -59253.285156 Penalty: 651.707581
	Iteration 25Q: 3 clusters Score -59253.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -59253.921875 Penalty: 651.707581
	Iteration 26Q: 3 clusters Score -59253.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -59254.679688 Penalty: 651.707581
	Iteration 27Q: 3 clusters Score -59254.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -59255.066406 Penalty: 651.707581
	Iteration 28Q: 3 clusters Score -59255.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -59255.152344 Penalty: 651.707581
	Iteration 29Q: 3 clusters Score -59255.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -59255.261719 Penalty: 651.707581
	Iteration 30Q: 3 clusters Score -59255.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -59255.617188 Penalty: 651.707581
	Iteration 31Q: 3 clusters Score -59255.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -59255.730469 Penalty: 651.707581
	Iteration 32Q: 3 clusters Score -59255.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -59255.730469 Penalty: 651.707581
	Iteration 33F: 3 clusters Score -59255.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (218429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218429 members 
Entering Unmasked Estep 
Score: -10274992.000000 Penalty: 559.386841
	Iteration 0F: 2 clusters Score -1.027499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108995 members 
Mstep: Class 2 contains 109434 members 
Entering Unmasked Estep 
Score: -10129657.000000 Penalty: 1118.773682
	Iteration 0F: 3 clusters Score -1.012966e+07 nChanged 107381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 113791 members 
Entering Unmasked Estep 
Score: -10198848.000000 Penalty: 1118.773682
	Iteration 1F: 3 clusters Score -1.019885e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102296 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -10203279.000000 Penalty: 1118.773682
	Iteration 2Q: 3 clusters Score -1.020328e+07 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 119217 members 
Entering Unmasked Estep 
Score: -10210058.000000 Penalty: 1118.773682
	Iteration 3F: 3 clusters Score -1.021006e+07 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -10219113.000000 Penalty: 1118.773682
	Iteration 4F: 3 clusters Score -1.021911e+07 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92474 members 
Mstep: Class 2 contains 125955 members 
Entering Unmasked Estep 
Score: -10229510.000000 Penalty: 1118.773682
	Iteration 5F: 3 clusters Score -1.022951e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 127762 members 
Entering Unmasked Estep 
Score: -10236449.000000 Penalty: 1118.773682
	Iteration 6F: 3 clusters Score -1.023645e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 128701 members 
Entering Unmasked Estep 
Score: -10238975.000000 Penalty: 1118.773682
	Iteration 7Q: 3 clusters Score -1.023898e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88993 members 
Mstep: Class 2 contains 129436 members 
Entering Unmasked Estep 
Score: -10239683.000000 Penalty: 1118.773682
	Iteration 8Q: 3 clusters Score -1.023968e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 130146 members 
Entering Unmasked Estep 
Score: -10240051.000000 Penalty: 1118.773682
	Iteration 9Q: 3 clusters Score -1.024005e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 130874 members 
Entering Unmasked Estep 
Score: -10240304.000000 Penalty: 1118.773682
	Iteration 10Q: 3 clusters Score -1.02403e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 131781 members 
Entering Unmasked Estep 
Score: -10240579.000000 Penalty: 1118.773682
	Iteration 11Q: 3 clusters Score -1.024058e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 132799 members 
Entering Unmasked Estep 
Score: -10240863.000000 Penalty: 1118.773682
	Iteration 12Q: 3 clusters Score -1.024086e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -10241235.000000 Penalty: 1118.773682
	Iteration 13Q: 3 clusters Score -1.024124e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 135117 members 
Entering Unmasked Estep 
Score: -10241573.000000 Penalty: 1118.773682
	Iteration 14Q: 3 clusters Score -1.024157e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82032 members 
Mstep: Class 2 contains 136397 members 
Entering Unmasked Estep 
Score: -10241961.000000 Penalty: 1118.773682
	Iteration 15Q: 3 clusters Score -1.024196e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -10242277.000000 Penalty: 1118.773682
	Iteration 16Q: 3 clusters Score -1.024228e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 139256 members 
Entering Unmasked Estep 
Score: -10242699.000000 Penalty: 1118.773682
	Iteration 17Q: 3 clusters Score -1.02427e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 140869 members 
Entering Unmasked Estep 
Score: -10243005.000000 Penalty: 1118.773682
	Iteration 18Q: 3 clusters Score -1.0243e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 142595 members 
Entering Unmasked Estep 
Score: -10243528.000000 Penalty: 1118.773682
	Iteration 19Q: 3 clusters Score -1.024353e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 144512 members 
Entering Unmasked Estep 
Score: -10243909.000000 Penalty: 1118.773682
	Iteration 20F: 3 clusters Score -1.024391e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 146549 members 
Entering Unmasked Estep 
Score: -10244369.000000 Penalty: 1118.773682
	Iteration 21Q: 3 clusters Score -1.024437e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 148799 members 
Entering Unmasked Estep 
Score: -10244881.000000 Penalty: 1118.773682
	Iteration 22Q: 3 clusters Score -1.024488e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 151207 members 
Entering Unmasked Estep 
Score: -10245542.000000 Penalty: 1118.773682
	Iteration 23Q: 3 clusters Score -1.024554e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 153730 members 
Entering Unmasked Estep 
Score: -10246190.000000 Penalty: 1118.773682
	Iteration 24Q: 3 clusters Score -1.024619e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 156435 members 
Entering Unmasked Estep 
Score: -10246887.000000 Penalty: 1118.773682
	Iteration 25Q: 3 clusters Score -1.024689e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -10247644.000000 Penalty: 1118.773682
	Iteration 26Q: 3 clusters Score -1.024764e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 162453 members 
Entering Unmasked Estep 
Score: -10248684.000000 Penalty: 1118.773682
	Iteration 27Q: 3 clusters Score -1.024868e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 165903 members 
Entering Unmasked Estep 
Score: -10249995.000000 Penalty: 1118.773682
	Iteration 28Q: 3 clusters Score -1.025e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 169655 members 
Entering Unmasked Estep 
Score: -10251362.000000 Penalty: 1118.773682
	Iteration 29Q: 3 clusters Score -1.025136e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -10252825.000000 Penalty: 1118.773682
	Iteration 30Q: 3 clusters Score -1.025282e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 177581 members 
Entering Unmasked Estep 
Score: -10254440.000000 Penalty: 1118.773682
	Iteration 31Q: 3 clusters Score -1.025444e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 181815 members 
Entering Unmasked Estep 
Score: -10256513.000000 Penalty: 1118.773682
	Iteration 32Q: 3 clusters Score -1.025651e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 186019 members 
Entering Unmasked Estep 
Score: -10258575.000000 Penalty: 1118.773682
	Iteration 33Q: 3 clusters Score -1.025858e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 190215 members 
Entering Unmasked Estep 
Score: -10260765.000000 Penalty: 1118.773682
	Iteration 34Q: 3 clusters Score -1.026076e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 194345 members 
Entering Unmasked Estep 
Score: -10263265.000000 Penalty: 1118.773682
	Iteration 35Q: 3 clusters Score -1.026326e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 198277 members 
Entering Unmasked Estep 
Score: -10265630.000000 Penalty: 1118.773682
	Iteration 36Q: 3 clusters Score -1.026563e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 201798 members 
Entering Unmasked Estep 
Score: -10267948.000000 Penalty: 1118.773682
	Iteration 37Q: 3 clusters Score -1.026795e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 204858 members 
Entering Unmasked Estep 
Score: -10270149.000000 Penalty: 1118.773682
	Iteration 38Q: 3 clusters Score -1.027015e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 207505 members 
Entering Unmasked Estep 
Score: -10271815.000000 Penalty: 1118.773682
	Iteration 39Q: 3 clusters Score -1.027182e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 209676 members 
Entering Unmasked Estep 
Score: -10273062.000000 Penalty: 1118.773682
	Iteration 40F: 3 clusters Score -1.027306e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 211383 members 
Entering Unmasked Estep 
Score: -10273805.000000 Penalty: 1118.773682
	Iteration 41Q: 3 clusters Score -1.02738e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 212680 members 
Entering Unmasked Estep 
Score: -10274286.000000 Penalty: 1118.773682
	Iteration 42Q: 3 clusters Score -1.027429e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 213649 members 
Entering Unmasked Estep 
Score: -10274560.000000 Penalty: 1118.773682
	Iteration 43Q: 3 clusters Score -1.027456e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 214372 members 
Entering Unmasked Estep 
Score: -10274733.000000 Penalty: 1118.773682
	Iteration 44Q: 3 clusters Score -1.027473e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 214920 members 
Entering Unmasked Estep 
Score: -10274788.000000 Penalty: 1118.773682
	Iteration 45Q: 3 clusters Score -1.027479e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 215348 members 
Entering Unmasked Estep 
Score: -10274780.000000 Penalty: 1118.773682
	Iteration 46Q: 3 clusters Score -1.027478e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 215693 members 
Entering Unmasked Estep 
Score: -10274834.000000 Penalty: 1118.773682
	Iteration 47Q: 3 clusters Score -1.027483e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 215960 members 
Entering Unmasked Estep 
Score: -10274859.000000 Penalty: 1118.773682
	Iteration 48Q: 3 clusters Score -1.027486e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 216148 members 
Entering Unmasked Estep 
Score: -10274869.000000 Penalty: 1118.773682
	Iteration 49Q: 3 clusters Score -1.027487e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 216316 members 
Entering Unmasked Estep 
Score: -10274869.000000 Penalty: 1118.773682
	Iteration 50Q: 3 clusters Score -1.027487e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 216452 members 
Entering Unmasked Estep 
Score: -10274870.000000 Penalty: 1118.773682
	Iteration 51Q: 3 clusters Score -1.027487e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 216568 members 
Entering Unmasked Estep 
Score: -10274860.000000 Penalty: 1118.773682
	Iteration 52Q: 3 clusters Score -1.027486e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 216664 members 
Entering Unmasked Estep 
Score: -10274863.000000 Penalty: 1118.773682
	Iteration 53Q: 3 clusters Score -1.027486e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 216749 members 
Entering Unmasked Estep 
Score: -10274874.000000 Penalty: 1118.773682
	Iteration 54Q: 3 clusters Score -1.027487e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 216815 members 
Entering Unmasked Estep 
Score: -10274876.000000 Penalty: 1118.773682
	Iteration 55Q: 3 clusters Score -1.027488e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 216873 members 
Entering Unmasked Estep 
Score: -10274868.000000 Penalty: 1118.773682
	Iteration 56Q: 3 clusters Score -1.027487e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 216943 members 
Entering Unmasked Estep 
Score: -10274878.000000 Penalty: 1118.773682
	Iteration 57Q: 3 clusters Score -1.027488e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 217013 members 
Entering Unmasked Estep 
Score: -10274866.000000 Penalty: 1118.773682
	Iteration 58Q: 3 clusters Score -1.027487e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 217066 members 
Entering Unmasked Estep 
Score: -10274850.000000 Penalty: 1118.773682
	Iteration 59Q: 3 clusters Score -1.027485e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 217107 members 
Entering Unmasked Estep 
Score: -10274854.000000 Penalty: 1118.773682
	Iteration 60F: 3 clusters Score -1.027485e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 217157 members 
Entering Unmasked Estep 
Score: -10274824.000000 Penalty: 1118.773682
	Iteration 61Q: 3 clusters Score -1.027482e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 217206 members 
Entering Unmasked Estep 
Score: -10274822.000000 Penalty: 1118.773682
	Iteration 62Q: 3 clusters Score -1.027482e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 217248 members 
Entering Unmasked Estep 
Score: -10274832.000000 Penalty: 1118.773682
	Iteration 63Q: 3 clusters Score -1.027483e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 217291 members 
Entering Unmasked Estep 
Score: -10274845.000000 Penalty: 1118.773682
	Iteration 64Q: 3 clusters Score -1.027484e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 217321 members 
Entering Unmasked Estep 
Score: -10274850.000000 Penalty: 1118.773682
	Iteration 65Q: 3 clusters Score -1.027485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 217348 members 
Entering Unmasked Estep 
Score: -10274846.000000 Penalty: 1118.773682
	Iteration 66Q: 3 clusters Score -1.027485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 217373 members 
Entering Unmasked Estep 
Score: -10274852.000000 Penalty: 1118.773682
	Iteration 67Q: 3 clusters Score -1.027485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 217384 members 
Entering Unmasked Estep 
Score: -10274850.000000 Penalty: 1118.773682
	Iteration 68Q: 3 clusters Score -1.027485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 217396 members 
Entering Unmasked Estep 
Score: -10274842.000000 Penalty: 1118.773682
	Iteration 69Q: 3 clusters Score -1.027484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 217415 members 
Entering Unmasked Estep 
Score: -10274841.000000 Penalty: 1118.773682
	Iteration 70Q: 3 clusters Score -1.027484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 217422 members 
Entering Unmasked Estep 
Score: -10274831.000000 Penalty: 1118.773682
	Iteration 71Q: 3 clusters Score -1.027483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 217431 members 
Entering Unmasked Estep 
Score: -10274841.000000 Penalty: 1118.773682
	Iteration 72Q: 3 clusters Score -1.027484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 217443 members 
Entering Unmasked Estep 
Score: -10274841.000000 Penalty: 1118.773682
	Iteration 73Q: 3 clusters Score -1.027484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 217449 members 
Entering Unmasked Estep 
Score: -10274842.000000 Penalty: 1118.773682
	Iteration 74Q: 3 clusters Score -1.027484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 217450 members 
Entering Unmasked Estep 
Score: -10274839.000000 Penalty: 1118.773682
	Iteration 75Q: 3 clusters Score -1.027484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 217456 members 
Entering Unmasked Estep 
Score: -10274835.000000 Penalty: 1118.773682
	Iteration 76Q: 3 clusters Score -1.027484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 217461 members 
Entering Unmasked Estep 
Score: -10274840.000000 Penalty: 1118.773682
	Iteration 77Q: 3 clusters Score -1.027484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 217467 members 
Entering Unmasked Estep 
Score: -10274829.000000 Penalty: 1118.773682
	Iteration 78Q: 3 clusters Score -1.027483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 217472 members 
Entering Unmasked Estep 
Score: -10274835.000000 Penalty: 1118.773682
	Iteration 79Q: 3 clusters Score -1.027484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 217477 members 
Entering Unmasked Estep 
Score: -10274838.000000 Penalty: 1118.773682
	Iteration 80F: 3 clusters Score -1.027484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 217482 members 
Entering Unmasked Estep 
Score: -10274841.000000 Penalty: 1118.773682
	Iteration 81Q: 3 clusters Score -1.027484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 217491 members 
Entering Unmasked Estep 
Score: -10274824.000000 Penalty: 1118.773682
	Iteration 82Q: 3 clusters Score -1.027482e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 217501 members 
Entering Unmasked Estep 
Score: -10274826.000000 Penalty: 1118.773682
	Iteration 83Q: 3 clusters Score -1.027483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 217512 members 
Entering Unmasked Estep 
Score: -10274827.000000 Penalty: 1118.773682
	Iteration 84Q: 3 clusters Score -1.027483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 217518 members 
Entering Unmasked Estep 
Score: -10274830.000000 Penalty: 1118.773682
	Iteration 85Q: 3 clusters Score -1.027483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 217524 members 
Entering Unmasked Estep 
Score: -10274820.000000 Penalty: 1118.773682
	Iteration 86Q: 3 clusters Score -1.027482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 217536 members 
Entering Unmasked Estep 
Score: -10274832.000000 Penalty: 1118.773682
	Iteration 87Q: 3 clusters Score -1.027483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 217543 members 
Entering Unmasked Estep 
Score: -10274831.000000 Penalty: 1118.773682
	Iteration 88Q: 3 clusters Score -1.027483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 217553 members 
Entering Unmasked Estep 
Score: -10274833.000000 Penalty: 1118.773682
	Iteration 89Q: 3 clusters Score -1.027483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 217564 members 
Entering Unmasked Estep 
Score: -10274832.000000 Penalty: 1118.773682
	Iteration 90Q: 3 clusters Score -1.027483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 217577 members 
Entering Unmasked Estep 
Score: -10274829.000000 Penalty: 1118.773682
	Iteration 91Q: 3 clusters Score -1.027483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 217582 members 
Entering Unmasked Estep 
Score: -10274835.000000 Penalty: 1118.773682
	Iteration 92Q: 3 clusters Score -1.027484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 217589 members 
Entering Unmasked Estep 
Score: -10274838.000000 Penalty: 1118.773682
	Iteration 93Q: 3 clusters Score -1.027484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 217594 members 
Entering Unmasked Estep 
Score: -10274835.000000 Penalty: 1118.773682
	Iteration 94Q: 3 clusters Score -1.027484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 217597 members 
Entering Unmasked Estep 
Score: -10274830.000000 Penalty: 1118.773682
	Iteration 95Q: 3 clusters Score -1.027483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 217599 members 
Entering Unmasked Estep 
Score: -10274833.000000 Penalty: 1118.773682
	Iteration 96Q: 3 clusters Score -1.027483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 217605 members 
Entering Unmasked Estep 
Score: -10274831.000000 Penalty: 1118.773682
	Iteration 97Q: 3 clusters Score -1.027483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 217610 members 
Entering Unmasked Estep 
Score: -10274835.000000 Penalty: 1118.773682
	Iteration 98Q: 3 clusters Score -1.027484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 217611 members 
Entering Unmasked Estep 
Score: -10274831.000000 Penalty: 1118.773682
	Iteration 99Q: 3 clusters Score -1.027483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 217612 members 
Entering Unmasked Estep 
Score: -10274836.000000 Penalty: 1118.773682
	Iteration 100F: 3 clusters Score -1.027484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 217613 members 
Entering Unmasked Estep 
Score: -10274838.000000 Penalty: 1118.773682
	Iteration 101Q: 3 clusters Score -1.027484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 217613 members 
Entering Unmasked Estep 
Score: -10274831.000000 Penalty: 1118.773682
	Iteration 102Q: 3 clusters Score -1.027483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 217615 members 
Entering Unmasked Estep 
Score: -10274829.000000 Penalty: 1118.773682
	Iteration 103Q: 3 clusters Score -1.027483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 217617 members 
Entering Unmasked Estep 
Score: -10274827.000000 Penalty: 1118.773682
	Iteration 104Q: 3 clusters Score -1.027483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 217619 members 
Entering Unmasked Estep 
Score: -10274828.000000 Penalty: 1118.773682
	Iteration 105Q: 3 clusters Score -1.027483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 217621 members 
Entering Unmasked Estep 
Score: -10274824.000000 Penalty: 1118.773682
	Iteration 106Q: 3 clusters Score -1.027482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 217622 members 
Entering Unmasked Estep 
Score: -10274826.000000 Penalty: 1118.773682
	Iteration 107Q: 3 clusters Score -1.027483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 217623 members 
Entering Unmasked Estep 
Score: -10274824.000000 Penalty: 1118.773682
	Iteration 108Q: 3 clusters Score -1.027482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 217623 members 
Entering Unmasked Estep 
Score: -10274824.000000 Penalty: 1118.773682
	Iteration 109F: 3 clusters Score -1.027482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (148971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148971 members 
Entering Unmasked Estep 
Score: -7181956.500000 Penalty: 541.973572
	Iteration 0F: 2 clusters Score -7181956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -7083139.500000 Penalty: 1083.947144
	Iteration 0F: 3 clusters Score -7083140 nChanged 73058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -7128235.000000 Penalty: 1083.947144
	Iteration 1F: 3 clusters Score -7128235 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -7130843.500000 Penalty: 1083.947144
	Iteration 2Q: 3 clusters Score -7130844 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -7134754.000000 Penalty: 1083.947144
	Iteration 3F: 3 clusters Score -7134754 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -7140844.000000 Penalty: 1083.947144
	Iteration 4F: 3 clusters Score -7140844 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114045 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -7149659.000000 Penalty: 1083.947144
	Iteration 5F: 3 clusters Score -7149659 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125357 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -7160404.000000 Penalty: 1083.947144
	Iteration 6F: 3 clusters Score -7160404 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134467 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -7170362.500000 Penalty: 1083.947144
	Iteration 7F: 3 clusters Score -7170362 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139537 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -7176460.000000 Penalty: 1083.947144
	Iteration 8Q: 3 clusters Score -7176460 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141661 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -7179336.000000 Penalty: 1083.947144
	Iteration 9Q: 3 clusters Score -7179336 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142673 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -7180305.500000 Penalty: 1083.947144
	Iteration 10Q: 3 clusters Score -7180306 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143436 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -7180812.000000 Penalty: 1083.947144
	Iteration 11Q: 3 clusters Score -7180812 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143985 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7181058.500000 Penalty: 1083.947144
	Iteration 12Q: 3 clusters Score -7181058 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144439 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -7181232.000000 Penalty: 1083.947144
	Iteration 13Q: 3 clusters Score -7181232 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -7181355.500000 Penalty: 1083.947144
	Iteration 14Q: 3 clusters Score -7181356 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145179 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -7181489.500000 Penalty: 1083.947144
	Iteration 15Q: 3 clusters Score -7181490 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145470 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -7181583.500000 Penalty: 1083.947144
	Iteration 16Q: 3 clusters Score -7181584 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145708 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -7181657.500000 Penalty: 1083.947144
	Iteration 17Q: 3 clusters Score -7181658 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145912 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7181701.000000 Penalty: 1083.947144
	Iteration 18Q: 3 clusters Score -7181701 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146093 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7181754.500000 Penalty: 1083.947144
	Iteration 19Q: 3 clusters Score -7181754 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146252 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7181785.500000 Penalty: 1083.947144
	Iteration 20F: 3 clusters Score -7181786 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146387 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7181844.500000 Penalty: 1083.947144
	Iteration 21Q: 3 clusters Score -7181844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146502 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7181864.000000 Penalty: 1083.947144
	Iteration 22Q: 3 clusters Score -7181864 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146588 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7181893.000000 Penalty: 1083.947144
	Iteration 23Q: 3 clusters Score -7181893 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146668 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7181912.000000 Penalty: 1083.947144
	Iteration 24Q: 3 clusters Score -7181912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7181912.000000 Penalty: 1083.947144
	Iteration 25Q: 3 clusters Score -7181912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146787 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7181929.500000 Penalty: 1083.947144
	Iteration 26Q: 3 clusters Score -7181930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146834 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7181937.000000 Penalty: 1083.947144
	Iteration 27Q: 3 clusters Score -7181937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146861 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7181937.500000 Penalty: 1083.947144
	Iteration 28Q: 3 clusters Score -7181938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7181933.500000 Penalty: 1083.947144
	Iteration 29Q: 3 clusters Score -7181934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146897 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7181936.000000 Penalty: 1083.947144
	Iteration 30Q: 3 clusters Score -7181936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146912 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7181928.000000 Penalty: 1083.947144
	Iteration 31Q: 3 clusters Score -7181928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146924 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7181938.000000 Penalty: 1083.947144
	Iteration 32Q: 3 clusters Score -7181938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146935 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7181940.500000 Penalty: 1083.947144
	Iteration 33Q: 3 clusters Score -7181940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146951 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7181939.500000 Penalty: 1083.947144
	Iteration 34Q: 3 clusters Score -7181940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146963 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7181932.500000 Penalty: 1083.947144
	Iteration 35Q: 3 clusters Score -7181932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146979 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7181942.500000 Penalty: 1083.947144
	Iteration 36Q: 3 clusters Score -7181942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146992 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7181940.500000 Penalty: 1083.947144
	Iteration 37Q: 3 clusters Score -7181940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147007 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7181942.500000 Penalty: 1083.947144
	Iteration 38Q: 3 clusters Score -7181942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147019 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7181938.500000 Penalty: 1083.947144
	Iteration 39Q: 3 clusters Score -7181938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147027 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7181945.500000 Penalty: 1083.947144
	Iteration 40F: 3 clusters Score -7181946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147037 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7181945.500000 Penalty: 1083.947144
	Iteration 41Q: 3 clusters Score -7181946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7181937.500000 Penalty: 1083.947144
	Iteration 42Q: 3 clusters Score -7181938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147063 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7181942.000000 Penalty: 1083.947144
	Iteration 43Q: 3 clusters Score -7181942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147069 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7181937.500000 Penalty: 1083.947144
	Iteration 44Q: 3 clusters Score -7181938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147077 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7181944.000000 Penalty: 1083.947144
	Iteration 45Q: 3 clusters Score -7181944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147086 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7181954.500000 Penalty: 1083.947144
	Iteration 46Q: 3 clusters Score -7181954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7181959.000000 Penalty: 1083.947144
	Iteration 47Q: 3 clusters Score -7181959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7181952.000000 Penalty: 1083.947144
	Iteration 48Q: 3 clusters Score -7181952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147108 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7181963.000000 Penalty: 1083.947144
	Iteration 49Q: 3 clusters Score -7181963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147116 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7181966.500000 Penalty: 1083.947144
	Iteration 50Q: 3 clusters Score -7181966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147127 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7181972.000000 Penalty: 1083.947144
	Iteration 51Q: 3 clusters Score -7181972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147138 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7181966.500000 Penalty: 1083.947144
	Iteration 52Q: 3 clusters Score -7181966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147144 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7181964.500000 Penalty: 1083.947144
	Iteration 53Q: 3 clusters Score -7181964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147154 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7181956.000000 Penalty: 1083.947144
	Iteration 54Q: 3 clusters Score -7181956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147162 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -7181957.500000 Penalty: 1083.947144
	Iteration 55Q: 3 clusters Score -7181958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147170 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7181962.000000 Penalty: 1083.947144
	Iteration 56Q: 3 clusters Score -7181962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147176 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7181963.000000 Penalty: 1083.947144
	Iteration 57Q: 3 clusters Score -7181963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147181 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7181962.500000 Penalty: 1083.947144
	Iteration 58Q: 3 clusters Score -7181962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7181967.000000 Penalty: 1083.947144
	Iteration 59Q: 3 clusters Score -7181967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147190 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7181966.000000 Penalty: 1083.947144
	Iteration 60F: 3 clusters Score -7181966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147195 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7181962.000000 Penalty: 1083.947144
	Iteration 61Q: 3 clusters Score -7181962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147199 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7181961.000000 Penalty: 1083.947144
	Iteration 62Q: 3 clusters Score -7181961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147203 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -7181962.500000 Penalty: 1083.947144
	Iteration 63Q: 3 clusters Score -7181962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147209 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7181968.500000 Penalty: 1083.947144
	Iteration 64Q: 3 clusters Score -7181968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147211 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7181967.500000 Penalty: 1083.947144
	Iteration 65Q: 3 clusters Score -7181968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7181964.000000 Penalty: 1083.947144
	Iteration 66Q: 3 clusters Score -7181964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7181966.500000 Penalty: 1083.947144
	Iteration 67Q: 3 clusters Score -7181966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7181971.000000 Penalty: 1083.947144
	Iteration 68Q: 3 clusters Score -7181971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147220 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7181973.000000 Penalty: 1083.947144
	Iteration 69Q: 3 clusters Score -7181973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147225 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7181978.000000 Penalty: 1083.947144
	Iteration 70Q: 3 clusters Score -7181978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147225 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7181978.000000 Penalty: 1083.947144
	Iteration 71F: 3 clusters Score -7181978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 133710 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 116521 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 238660 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Entering Unmasked Estep 
Score: -90601968.000000 Penalty: 25055.511719
Splitting cluster 8 changes total score from -90601664.000000 to -90601968.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 9 (98781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Entering Unmasked Estep 
Score: -5044842.500000 Penalty: 523.280090
	Iteration 0F: 2 clusters Score -5044842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -4978790.000000 Penalty: 1046.560181
	Iteration 0F: 3 clusters Score -4978790 nChanged 48252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -5008219.000000 Penalty: 1046.560181
	Iteration 1F: 3 clusters Score -5008219 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -5009254.000000 Penalty: 1046.560181
	Iteration 2Q: 3 clusters Score -5009254 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -5010698.000000 Penalty: 1046.560181
	Iteration 3Q: 3 clusters Score -5010698 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -5012970.000000 Penalty: 1046.560181
	Iteration 4Q: 3 clusters Score -5012970 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -5016866.000000 Penalty: 1046.560181
	Iteration 5F: 3 clusters Score -5016866 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -5022947.000000 Penalty: 1046.560181
	Iteration 6F: 3 clusters Score -5022947 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -5029737.000000 Penalty: 1046.560181
	Iteration 7F: 3 clusters Score -5029737 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -5034713.500000 Penalty: 1046.560181
	Iteration 8F: 3 clusters Score -5034714 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -5036990.500000 Penalty: 1046.560181
	Iteration 9Q: 3 clusters Score -5036990 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -5038058.500000 Penalty: 1046.560181
	Iteration 10Q: 3 clusters Score -5038058 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
Score: -5038747.500000 Penalty: 1046.560181
	Iteration 11Q: 3 clusters Score -5038748 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -5039325.000000 Penalty: 1046.560181
	Iteration 12Q: 3 clusters Score -5039325 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -5039791.500000 Penalty: 1046.560181
	Iteration 13Q: 3 clusters Score -5039792 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -5040267.000000 Penalty: 1046.560181
	Iteration 14Q: 3 clusters Score -5040267 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -5040618.500000 Penalty: 1046.560181
	Iteration 15Q: 3 clusters Score -5040618 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -5040953.500000 Penalty: 1046.560181
	Iteration 16Q: 3 clusters Score -5040954 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -5041232.000000 Penalty: 1046.560181
	Iteration 17Q: 3 clusters Score -5041232 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -5041496.000000 Penalty: 1046.560181
	Iteration 18Q: 3 clusters Score -5041496 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -5041723.500000 Penalty: 1046.560181
	Iteration 19Q: 3 clusters Score -5041724 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -5041946.000000 Penalty: 1046.560181
	Iteration 20F: 3 clusters Score -5041946 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -5042190.000000 Penalty: 1046.560181
	Iteration 21Q: 3 clusters Score -5042190 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -5042394.500000 Penalty: 1046.560181
	Iteration 22Q: 3 clusters Score -5042394 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -5042530.500000 Penalty: 1046.560181
	Iteration 23Q: 3 clusters Score -5042530 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -5042707.000000 Penalty: 1046.560181
	Iteration 24Q: 3 clusters Score -5042707 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -5042837.500000 Penalty: 1046.560181
	Iteration 25Q: 3 clusters Score -5042838 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 86617 members 
Entering Unmasked Estep 
Score: -5042975.000000 Penalty: 1046.560181
	Iteration 26Q: 3 clusters Score -5042975 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 87192 members 
Entering Unmasked Estep 
Score: -5043139.000000 Penalty: 1046.560181
	Iteration 27Q: 3 clusters Score -5043139 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -5043257.500000 Penalty: 1046.560181
	Iteration 28Q: 3 clusters Score -5043258 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -5043360.500000 Penalty: 1046.560181
	Iteration 29Q: 3 clusters Score -5043360 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -5043446.000000 Penalty: 1046.560181
	Iteration 30Q: 3 clusters Score -5043446 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -5043533.000000 Penalty: 1046.560181
	Iteration 31Q: 3 clusters Score -5043533 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -5043625.500000 Penalty: 1046.560181
	Iteration 32Q: 3 clusters Score -5043626 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -5043685.000000 Penalty: 1046.560181
	Iteration 33Q: 3 clusters Score -5043685 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 90128 members 
Entering Unmasked Estep 
Score: -5043756.500000 Penalty: 1046.560181
	Iteration 34Q: 3 clusters Score -5043756 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -5043804.000000 Penalty: 1046.560181
	Iteration 35Q: 3 clusters Score -5043804 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -5043901.000000 Penalty: 1046.560181
	Iteration 36Q: 3 clusters Score -5043901 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -5043955.500000 Penalty: 1046.560181
	Iteration 37Q: 3 clusters Score -5043956 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -5043996.000000 Penalty: 1046.560181
	Iteration 38Q: 3 clusters Score -5043996 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -5044058.000000 Penalty: 1046.560181
	Iteration 39Q: 3 clusters Score -5044058 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -5044069.000000 Penalty: 1046.560181
	Iteration 40F: 3 clusters Score -5044069 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -5044103.500000 Penalty: 1046.560181
	Iteration 41Q: 3 clusters Score -5044104 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 92085 members 
Entering Unmasked Estep 
Score: -5044138.000000 Penalty: 1046.560181
	Iteration 42Q: 3 clusters Score -5044138 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -5044185.500000 Penalty: 1046.560181
	Iteration 43Q: 3 clusters Score -5044186 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 92469 members 
Entering Unmasked Estep 
Score: -5044214.500000 Penalty: 1046.560181
	Iteration 44Q: 3 clusters Score -5044214 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 92645 members 
Entering Unmasked Estep 
Score: -5044238.500000 Penalty: 1046.560181
	Iteration 45Q: 3 clusters Score -5044238 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 92818 members 
Entering Unmasked Estep 
Score: -5044282.500000 Penalty: 1046.560181
	Iteration 46Q: 3 clusters Score -5044282 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -5044317.500000 Penalty: 1046.560181
	Iteration 47Q: 3 clusters Score -5044318 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -5044335.500000 Penalty: 1046.560181
	Iteration 48Q: 3 clusters Score -5044336 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -5044372.000000 Penalty: 1046.560181
	Iteration 49Q: 3 clusters Score -5044372 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -5044373.000000 Penalty: 1046.560181
	Iteration 50Q: 3 clusters Score -5044373 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -5044406.000000 Penalty: 1046.560181
	Iteration 51Q: 3 clusters Score -5044406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -5044415.000000 Penalty: 1046.560181
	Iteration 52Q: 3 clusters Score -5044415 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 93849 members 
Entering Unmasked Estep 
Score: -5044435.000000 Penalty: 1046.560181
	Iteration 53Q: 3 clusters Score -5044435 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -5044454.500000 Penalty: 1046.560181
	Iteration 54Q: 3 clusters Score -5044454 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -5044470.000000 Penalty: 1046.560181
	Iteration 55Q: 3 clusters Score -5044470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -5044477.500000 Penalty: 1046.560181
	Iteration 56Q: 3 clusters Score -5044478 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -5044505.000000 Penalty: 1046.560181
	Iteration 57Q: 3 clusters Score -5044505 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 94384 members 
Entering Unmasked Estep 
Score: -5044518.000000 Penalty: 1046.560181
	Iteration 58Q: 3 clusters Score -5044518 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -5044522.500000 Penalty: 1046.560181
	Iteration 59Q: 3 clusters Score -5044522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -5044533.000000 Penalty: 1046.560181
	Iteration 60F: 3 clusters Score -5044533 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 94642 members 
Entering Unmasked Estep 
Score: -5044534.000000 Penalty: 1046.560181
	Iteration 61Q: 3 clusters Score -5044534 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 94728 members 
Entering Unmasked Estep 
Score: -5044559.500000 Penalty: 1046.560181
	Iteration 62Q: 3 clusters Score -5044560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 94795 members 
Entering Unmasked Estep 
Score: -5044579.000000 Penalty: 1046.560181
	Iteration 63Q: 3 clusters Score -5044579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -5044584.500000 Penalty: 1046.560181
	Iteration 64Q: 3 clusters Score -5044584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -5044601.500000 Penalty: 1046.560181
	Iteration 65Q: 3 clusters Score -5044602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -5044605.500000 Penalty: 1046.560181
	Iteration 66Q: 3 clusters Score -5044606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -5044610.000000 Penalty: 1046.560181
	Iteration 67Q: 3 clusters Score -5044610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -5044616.500000 Penalty: 1046.560181
	Iteration 68Q: 3 clusters Score -5044616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 95146 members 
Entering Unmasked Estep 
Score: -5044625.000000 Penalty: 1046.560181
	Iteration 69Q: 3 clusters Score -5044625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 95198 members 
Entering Unmasked Estep 
Score: -5044637.000000 Penalty: 1046.560181
	Iteration 70Q: 3 clusters Score -5044637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 95235 members 
Entering Unmasked Estep 
Score: -5044646.500000 Penalty: 1046.560181
	Iteration 71Q: 3 clusters Score -5044646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -5044648.000000 Penalty: 1046.560181
	Iteration 72Q: 3 clusters Score -5044648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 95307 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5044646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 95339 members 
Entering Unmasked Estep 
Score: -5044653.000000 Penalty: 1046.560181
	Iteration 74Q: 3 clusters Score -5044653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -5044655.500000 Penalty: 1046.560181
	Iteration 75Q: 3 clusters Score -5044656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -5044671.500000 Penalty: 1046.560181
	Iteration 76Q: 3 clusters Score -5044672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -5044676.500000 Penalty: 1046.560181
	Iteration 77Q: 3 clusters Score -5044676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 95466 members 
Entering Unmasked Estep 
Score: -5044682.000000 Penalty: 1046.560181
	Iteration 78Q: 3 clusters Score -5044682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -5044684.000000 Penalty: 1046.560181
	Iteration 79Q: 3 clusters Score -5044684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -5044691.000000 Penalty: 1046.560181
	Iteration 80F: 3 clusters Score -5044691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 95526 members 
Entering Unmasked Estep 
Score: -5044692.000000 Penalty: 1046.560181
	Iteration 81Q: 3 clusters Score -5044692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -5044692.000000 Penalty: 1046.560181
	Iteration 82Q: 3 clusters Score -5044692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -5044691.000000 Penalty: 1046.560181
	Iteration 83Q: 3 clusters Score -5044691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 95569 members 
Entering Unmasked Estep 
Score: -5044689.500000 Penalty: 1046.560181
	Iteration 84Q: 3 clusters Score -5044690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -5044685.000000 Penalty: 1046.560181
	Iteration 85Q: 3 clusters Score -5044685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -5044687.000000 Penalty: 1046.560181
	Iteration 86Q: 3 clusters Score -5044687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 95600 members 
Entering Unmasked Estep 
Score: -5044689.500000 Penalty: 1046.560181
	Iteration 87Q: 3 clusters Score -5044690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -5044692.000000 Penalty: 1046.560181
	Iteration 88Q: 3 clusters Score -5044692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 95619 members 
Entering Unmasked Estep 
Score: -5044692.500000 Penalty: 1046.560181
	Iteration 89Q: 3 clusters Score -5044692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -5044695.000000 Penalty: 1046.560181
	Iteration 90Q: 3 clusters Score -5044695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -5044692.000000 Penalty: 1046.560181
	Iteration 91Q: 3 clusters Score -5044692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -5044693.500000 Penalty: 1046.560181
	Iteration 92Q: 3 clusters Score -5044694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -5044693.500000 Penalty: 1046.560181
	Iteration 93Q: 3 clusters Score -5044694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -5044697.000000 Penalty: 1046.560181
	Iteration 94Q: 3 clusters Score -5044697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -5044699.000000 Penalty: 1046.560181
	Iteration 95Q: 3 clusters Score -5044699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -5044700.000000 Penalty: 1046.560181
	Iteration 96Q: 3 clusters Score -5044700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -5044693.500000 Penalty: 1046.560181
	Iteration 97Q: 3 clusters Score -5044694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -5044696.000000 Penalty: 1046.560181
	Iteration 98Q: 3 clusters Score -5044696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 95689 members 
Entering Unmasked Estep 
Score: -5044696.000000 Penalty: 1046.560181
	Iteration 99Q: 3 clusters Score -5044696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -5044700.000000 Penalty: 1046.560181
	Iteration 100F: 3 clusters Score -5044700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 95709 members 
Entering Unmasked Estep 
Score: -5044699.500000 Penalty: 1046.560181
	Iteration 101Q: 3 clusters Score -5044700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -5044697.000000 Penalty: 1046.560181
	Iteration 102Q: 3 clusters Score -5044697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 95729 members 
Entering Unmasked Estep 
Score: -5044693.500000 Penalty: 1046.560181
	Iteration 103Q: 3 clusters Score -5044694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 95736 members 
Entering Unmasked Estep 
Score: -5044693.500000 Penalty: 1046.560181
	Iteration 104Q: 3 clusters Score -5044694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -5044695.000000 Penalty: 1046.560181
	Iteration 105Q: 3 clusters Score -5044695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -5044690.000000 Penalty: 1046.560181
	Iteration 106Q: 3 clusters Score -5044690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -5044695.500000 Penalty: 1046.560181
	Iteration 107Q: 3 clusters Score -5044696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 95784 members 
Entering Unmasked Estep 
Score: -5044701.500000 Penalty: 1046.560181
	Iteration 108Q: 3 clusters Score -5044702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 95794 members 
Entering Unmasked Estep 
Score: -5044702.000000 Penalty: 1046.560181
	Iteration 109Q: 3 clusters Score -5044702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -5044702.000000 Penalty: 1046.560181
	Iteration 110Q: 3 clusters Score -5044702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 95812 members 
Entering Unmasked Estep 
Score: -5044702.000000 Penalty: 1046.560181
	Iteration 111Q: 3 clusters Score -5044702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 95821 members 
Entering Unmasked Estep 
Score: -5044704.000000 Penalty: 1046.560181
	Iteration 112Q: 3 clusters Score -5044704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -5044702.500000 Penalty: 1046.560181
	Iteration 113Q: 3 clusters Score -5044702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -5044707.000000 Penalty: 1046.560181
	Iteration 114Q: 3 clusters Score -5044707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 95845 members 
Entering Unmasked Estep 
Score: -5044706.500000 Penalty: 1046.560181
	Iteration 115Q: 3 clusters Score -5044706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -5044709.000000 Penalty: 1046.560181
	Iteration 116Q: 3 clusters Score -5044709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -5044711.500000 Penalty: 1046.560181
	Iteration 117Q: 3 clusters Score -5044712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -5044711.000000 Penalty: 1046.560181
	Iteration 118Q: 3 clusters Score -5044711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 95862 members 
Entering Unmasked Estep 
Score: -5044715.500000 Penalty: 1046.560181
	Iteration 119Q: 3 clusters Score -5044716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -5044716.000000 Penalty: 1046.560181
	Iteration 120F: 3 clusters Score -5044716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -5044713.000000 Penalty: 1046.560181
	Iteration 121Q: 3 clusters Score -5044713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -5044710.500000 Penalty: 1046.560181
	Iteration 122Q: 3 clusters Score -5044710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 95870 members 
Entering Unmasked Estep 
Score: -5044713.500000 Penalty: 1046.560181
	Iteration 123Q: 3 clusters Score -5044714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -5044716.000000 Penalty: 1046.560181
	Iteration 124Q: 3 clusters Score -5044716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5044716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -5044716.000000 Penalty: 1046.560181
	Iteration 126F: 3 clusters Score -5044716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Entering Unmasked Estep 
Score: -1752202.375000 Penalty: 478.941406
	Iteration 0F: 2 clusters Score -1752202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -1727205.375000 Penalty: 957.882812
	Iteration 0F: 3 clusters Score -1727205 nChanged 17928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -1738297.625000 Penalty: 957.882812
	Iteration 1F: 3 clusters Score -1738298 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1738870 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1739547.500000 Penalty: 957.882812
	Iteration 3Q: 3 clusters Score -1739548 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -1740218.375000 Penalty: 957.882812
	Iteration 4Q: 3 clusters Score -1740218 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1740917.875000 Penalty: 957.882812
	Iteration 5Q: 3 clusters Score -1740918 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -1741547.125000 Penalty: 957.882812
	Iteration 6Q: 3 clusters Score -1741547 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -1742170.375000 Penalty: 957.882812
	Iteration 7Q: 3 clusters Score -1742170 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -1742827.750000 Penalty: 957.882812
	Iteration 8Q: 3 clusters Score -1742828 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -1743576.125000 Penalty: 957.882812
	Iteration 9Q: 3 clusters Score -1743576 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -1744395.375000 Penalty: 957.882812
	Iteration 10Q: 3 clusters Score -1744395 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -1745294.250000 Penalty: 957.882812
	Iteration 11Q: 3 clusters Score -1745294 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -1746295.000000 Penalty: 957.882812
	Iteration 12Q: 3 clusters Score -1746295 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -1747253.125000 Penalty: 957.882812
	Iteration 13Q: 3 clusters Score -1747253 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -1748143.375000 Penalty: 957.882812
	Iteration 14Q: 3 clusters Score -1748143 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -1748873.750000 Penalty: 957.882812
	Iteration 15Q: 3 clusters Score -1748874 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -1749520.625000 Penalty: 957.882812
	Iteration 16Q: 3 clusters Score -1749521 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -1750081.125000 Penalty: 957.882812
	Iteration 17Q: 3 clusters Score -1750081 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -1750530.750000 Penalty: 957.882812
	Iteration 18Q: 3 clusters Score -1750531 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -1750915.250000 Penalty: 957.882812
	Iteration 19Q: 3 clusters Score -1750915 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -1751246.375000 Penalty: 957.882812
	Iteration 20F: 3 clusters Score -1751246 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -1751467.750000 Penalty: 957.882812
	Iteration 21Q: 3 clusters Score -1751468 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -1751601.000000 Penalty: 957.882812
	Iteration 22Q: 3 clusters Score -1751601 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -1751677.375000 Penalty: 957.882812
	Iteration 23Q: 3 clusters Score -1751677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -1751714.375000 Penalty: 957.882812
	Iteration 24Q: 3 clusters Score -1751714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -1751740.750000 Penalty: 957.882812
	Iteration 25Q: 3 clusters Score -1751741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -1751751.000000 Penalty: 957.882812
	Iteration 26Q: 3 clusters Score -1751751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -1751760.250000 Penalty: 957.882812
	Iteration 27Q: 3 clusters Score -1751760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -1751769.375000 Penalty: 957.882812
	Iteration 28Q: 3 clusters Score -1751769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -1751777.500000 Penalty: 957.882812
	Iteration 29Q: 3 clusters Score -1751778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -1751780.125000 Penalty: 957.882812
	Iteration 30Q: 3 clusters Score -1751780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -1751781.125000 Penalty: 957.882812
	Iteration 31Q: 3 clusters Score -1751781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -1751782.500000 Penalty: 957.882812
	Iteration 32Q: 3 clusters Score -1751782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -1751784.000000 Penalty: 957.882812
	Iteration 33Q: 3 clusters Score -1751784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -1751788.250000 Penalty: 957.882812
	Iteration 34Q: 3 clusters Score -1751788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -1751790.375000 Penalty: 957.882812
	Iteration 35Q: 3 clusters Score -1751790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -1751793.250000 Penalty: 957.882812
	Iteration 36Q: 3 clusters Score -1751793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -1751794.750000 Penalty: 957.882812
	Iteration 37Q: 3 clusters Score -1751795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -1751795.750000 Penalty: 957.882812
	Iteration 38Q: 3 clusters Score -1751796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -1751797.375000 Penalty: 957.882812
	Iteration 39Q: 3 clusters Score -1751797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -1751797.375000 Penalty: 957.882812
	Iteration 40F: 3 clusters Score -1751797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Entering Unmasked Estep 
Score: -1508903.375000 Penalty: 468.987518
	Iteration 0F: 2 clusters Score -1508903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1488753.250000 Penalty: 937.975037
	Iteration 0F: 3 clusters Score -1488753 nChanged 14430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1497395.125000 Penalty: 937.975037
	Iteration 1F: 3 clusters Score -1497395 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1498308.000000 Penalty: 937.975037
	Iteration 2F: 3 clusters Score -1498308 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1499896.125000 Penalty: 937.975037
	Iteration 3F: 3 clusters Score -1499896 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1502161.000000 Penalty: 937.975037
	Iteration 4F: 3 clusters Score -1502161 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1504350.250000 Penalty: 937.975037
	Iteration 5F: 3 clusters Score -1504350 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1505971.375000 Penalty: 937.975037
	Iteration 6F: 3 clusters Score -1505971 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1507077.750000 Penalty: 937.975037
	Iteration 7Q: 3 clusters Score -1507078 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1507726.875000 Penalty: 937.975037
	Iteration 8Q: 3 clusters Score -1507727 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1508039.000000 Penalty: 937.975037
	Iteration 9Q: 3 clusters Score -1508039 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1508197.875000 Penalty: 937.975037
	Iteration 10Q: 3 clusters Score -1508198 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1508283.875000 Penalty: 937.975037
	Iteration 11Q: 3 clusters Score -1508284 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1508354.750000 Penalty: 937.975037
	Iteration 12Q: 3 clusters Score -1508355 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1508393.875000 Penalty: 937.975037
	Iteration 13Q: 3 clusters Score -1508394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1508424.625000 Penalty: 937.975037
	Iteration 14Q: 3 clusters Score -1508425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1508443.250000 Penalty: 937.975037
	Iteration 15Q: 3 clusters Score -1508443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1508453.125000 Penalty: 937.975037
	Iteration 16Q: 3 clusters Score -1508453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1508462.750000 Penalty: 937.975037
	Iteration 17Q: 3 clusters Score -1508463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1508470.750000 Penalty: 937.975037
	Iteration 18Q: 3 clusters Score -1508471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1508476.125000 Penalty: 937.975037
	Iteration 19Q: 3 clusters Score -1508476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1508487.500000 Penalty: 937.975037
	Iteration 20F: 3 clusters Score -1508488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1508491.250000 Penalty: 937.975037
	Iteration 21Q: 3 clusters Score -1508491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1508494.875000 Penalty: 937.975037
	Iteration 22Q: 3 clusters Score -1508495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1508499.250000 Penalty: 937.975037
	Iteration 23Q: 3 clusters Score -1508499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1508498.750000 Penalty: 937.975037
	Iteration 24Q: 3 clusters Score -1508499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1508502.125000 Penalty: 937.975037
	Iteration 25Q: 3 clusters Score -1508502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1508505.125000 Penalty: 937.975037
	Iteration 26Q: 3 clusters Score -1508505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1508506.000000 Penalty: 937.975037
	Iteration 27Q: 3 clusters Score -1508506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1508505.250000 Penalty: 937.975037
	Iteration 28Q: 3 clusters Score -1508505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1508505.250000 Penalty: 937.975037
	Iteration 29F: 3 clusters Score -1508505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (133710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133710 members 
Entering Unmasked Estep 
Score: -6352275.500000 Penalty: 537.056030
	Iteration 0F: 2 clusters Score -6352276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -6261846.000000 Penalty: 1074.112061
	Iteration 0F: 3 clusters Score -6261846 nChanged 65528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -6301330.000000 Penalty: 1074.112061
	Iteration 1F: 3 clusters Score -6301330 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -6303239.000000 Penalty: 1074.112061
	Iteration 2Q: 3 clusters Score -6303239 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -6306036.000000 Penalty: 1074.112061
	Iteration 3Q: 3 clusters Score -6306036 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -6310595.000000 Penalty: 1074.112061
	Iteration 4F: 3 clusters Score -6310595 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -6318265.000000 Penalty: 1074.112061
	Iteration 5F: 3 clusters Score -6318265 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -6326245.500000 Penalty: 1074.112061
	Iteration 6F: 3 clusters Score -6326246 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -6329988.500000 Penalty: 1074.112061
	Iteration 7F: 3 clusters Score -6329988 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -6331247.500000 Penalty: 1074.112061
	Iteration 8Q: 3 clusters Score -6331248 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -6332030.000000 Penalty: 1074.112061
	Iteration 9Q: 3 clusters Score -6332030 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -6332865.000000 Penalty: 1074.112061
	Iteration 10Q: 3 clusters Score -6332865 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -6333810.000000 Penalty: 1074.112061
	Iteration 11Q: 3 clusters Score -6333810 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -6334831.000000 Penalty: 1074.112061
	Iteration 12Q: 3 clusters Score -6334831 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 90704 members 
Entering Unmasked Estep 
Score: -6335783.500000 Penalty: 1074.112061
	Iteration 13Q: 3 clusters Score -6335784 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 91897 members 
Entering Unmasked Estep 
Score: -6336691.500000 Penalty: 1074.112061
	Iteration 14Q: 3 clusters Score -6336692 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -6337538.500000 Penalty: 1074.112061
	Iteration 15Q: 3 clusters Score -6337538 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -6338314.500000 Penalty: 1074.112061
	Iteration 16Q: 3 clusters Score -6338314 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 94993 members 
Entering Unmasked Estep 
Score: -6339070.500000 Penalty: 1074.112061
	Iteration 17Q: 3 clusters Score -6339070 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -6339764.000000 Penalty: 1074.112061
	Iteration 18Q: 3 clusters Score -6339764 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 96572 members 
Entering Unmasked Estep 
Score: -6340380.000000 Penalty: 1074.112061
	Iteration 19Q: 3 clusters Score -6340380 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -6340870.500000 Penalty: 1074.112061
	Iteration 20F: 3 clusters Score -6340870 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -6341390.000000 Penalty: 1074.112061
	Iteration 21Q: 3 clusters Score -6341390 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -6341881.500000 Penalty: 1074.112061
	Iteration 22Q: 3 clusters Score -6341882 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 99015 members 
Entering Unmasked Estep 
Score: -6342345.000000 Penalty: 1074.112061
	Iteration 23Q: 3 clusters Score -6342345 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 99468 members 
Entering Unmasked Estep 
Score: -6342838.500000 Penalty: 1074.112061
	Iteration 24Q: 3 clusters Score -6342838 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -6343268.000000 Penalty: 1074.112061
	Iteration 25Q: 3 clusters Score -6343268 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -6343656.500000 Penalty: 1074.112061
	Iteration 26Q: 3 clusters Score -6343656 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -6344043.500000 Penalty: 1074.112061
	Iteration 27Q: 3 clusters Score -6344044 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -6344368.500000 Penalty: 1074.112061
	Iteration 28Q: 3 clusters Score -6344368 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 100944 members 
Entering Unmasked Estep 
Score: -6344734.500000 Penalty: 1074.112061
	Iteration 29Q: 3 clusters Score -6344734 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -6345109.000000 Penalty: 1074.112061
	Iteration 30Q: 3 clusters Score -6345109 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -6345446.000000 Penalty: 1074.112061
	Iteration 31Q: 3 clusters Score -6345446 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -6345756.500000 Penalty: 1074.112061
	Iteration 32Q: 3 clusters Score -6345756 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 102509 members 
Entering Unmasked Estep 
Score: -6346014.500000 Penalty: 1074.112061
	Iteration 33Q: 3 clusters Score -6346014 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -6346134.500000 Penalty: 1074.112061
	Iteration 34Q: 3 clusters Score -6346134 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -6346286.500000 Penalty: 1074.112061
	Iteration 35Q: 3 clusters Score -6346286 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 104306 members 
Entering Unmasked Estep 
Score: -6346424.500000 Penalty: 1074.112061
	Iteration 36Q: 3 clusters Score -6346424 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -6346554.000000 Penalty: 1074.112061
	Iteration 37Q: 3 clusters Score -6346554 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 105735 members 
Entering Unmasked Estep 
Score: -6346668.000000 Penalty: 1074.112061
	Iteration 38Q: 3 clusters Score -6346668 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -6346841.000000 Penalty: 1074.112061
	Iteration 39Q: 3 clusters Score -6346841 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 107404 members 
Entering Unmasked Estep 
Score: -6346986.500000 Penalty: 1074.112061
	Iteration 40F: 3 clusters Score -6346986 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6347143 nChanged 966
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6347366 nChanged 1047
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 110310 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6347630 nChanged 1162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 111470 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6347902 nChanged 1211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 112681 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6348221 nChanged 1279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 113960 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6348540 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 115280 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6348875 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6349224 nChanged 1287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 117840 members 
Entering Unmasked Estep 
Score: -6349605.000000 Penalty: 1074.112061
	Iteration 49Q: 3 clusters Score -6349605 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 119067 members 
Entering Unmasked Estep 
Score: -6349965.000000 Penalty: 1074.112061
	Iteration 50Q: 3 clusters Score -6349965 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 120199 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6350356 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 121247 members 
Entering Unmasked Estep 
Score: -6350635.500000 Penalty: 1074.112061
	Iteration 52Q: 3 clusters Score -6350636 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 122169 members 
Entering Unmasked Estep 
Score: -6350829.500000 Penalty: 1074.112061
	Iteration 53Q: 3 clusters Score -6350830 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 122974 members 
Entering Unmasked Estep 
Score: -6351016.500000 Penalty: 1074.112061
	Iteration 54Q: 3 clusters Score -6351016 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 123730 members 
Entering Unmasked Estep 
Score: -6351200.000000 Penalty: 1074.112061
	Iteration 55Q: 3 clusters Score -6351200 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -6351317.000000 Penalty: 1074.112061
	Iteration 56Q: 3 clusters Score -6351317 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 124943 members 
Entering Unmasked Estep 
Score: -6351426.000000 Penalty: 1074.112061
	Iteration 57Q: 3 clusters Score -6351426 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 125367 members 
Entering Unmasked Estep 
Score: -6351500.000000 Penalty: 1074.112061
	Iteration 58Q: 3 clusters Score -6351500 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 125746 members 
Entering Unmasked Estep 
Score: -6351592.000000 Penalty: 1074.112061
	Iteration 59Q: 3 clusters Score -6351592 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 126081 members 
Entering Unmasked Estep 
Score: -6351605.500000 Penalty: 1074.112061
	Iteration 60F: 3 clusters Score -6351606 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 126383 members 
Entering Unmasked Estep 
Score: -6351654.500000 Penalty: 1074.112061
	Iteration 61Q: 3 clusters Score -6351654 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 126652 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6351717 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6351756 nChanged 262
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -6351805.500000 Penalty: 1074.112061
	Iteration 64Q: 3 clusters Score -6351806 nChanged 270
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 127426 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6351826 nChanged 258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 127682 members 
Entering Unmasked Estep 
Score: -6351847.000000 Penalty: 1074.112061
	Iteration 66Q: 3 clusters Score -6351847 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 127912 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6351866 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 128078 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6351868 nChanged 168
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Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 128238 members 
Entering Unmasked Estep 
Score: -6351877.500000 Penalty: 1074.112061
	Iteration 69Q: 3 clusters Score -6351878 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 128391 members 
Entering Unmasked Estep 
Score: -6351883.000000 Penalty: 1074.112061
	Iteration 70Q: 3 clusters Score -6351883 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 128531 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6351900 nChanged 147
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Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 128664 members 
Entering Unmasked Estep 
Score: -6351926.500000 Penalty: 1074.112061
	Iteration 72Q: 3 clusters Score -6351926 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 128801 members 
Entering Unmasked Estep 
Score: -6351932.000000 Penalty: 1074.112061
	Iteration 73Q: 3 clusters Score -6351932 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 128926 members 
Entering Unmasked Estep 
Score: -6351950.000000 Penalty: 1074.112061
	Iteration 74Q: 3 clusters Score -6351950 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 129048 members 
Entering Unmasked Estep 
Score: -6351986.000000 Penalty: 1074.112061
	Iteration 75Q: 3 clusters Score -6351986 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 129163 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6351990 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 129260 members 
Entering Unmasked Estep 
Score: -6352032.500000 Penalty: 1074.112061
	Iteration 77Q: 3 clusters Score -6352032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 129361 members 
Entering Unmasked Estep 
Score: -6352021.000000 Penalty: 1074.112061
	Iteration 78Q: 3 clusters Score -6352021 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 129444 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6352034 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 129517 members 
Entering Unmasked Estep 
Score: -6352037.500000 Penalty: 1074.112061
	Iteration 80F: 3 clusters Score -6352038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6352054 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 129669 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6352054 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 129759 members 
Entering Unmasked Estep 
Score: -6352076.500000 Penalty: 1074.112061
	Iteration 83Q: 3 clusters Score -6352076 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6352086 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 129936 members 
Entering Unmasked Estep 
Score: -6352107.000000 Penalty: 1074.112061
	Iteration 85Q: 3 clusters Score -6352107 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 130014 members 
Entering Unmasked Estep 
Score: -6352118.500000 Penalty: 1074.112061
	Iteration 86Q: 3 clusters Score -6352118 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 130074 members 
Entering Unmasked Estep 
Score: -6352130.000000 Penalty: 1074.112061
	Iteration 87Q: 3 clusters Score -6352130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
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Entering Unmasked Estep 
Score: -6352137.500000 Penalty: 1074.112061
	Iteration 88Q: 3 clusters Score -6352138 nChanged 108
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Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 130204 members 
Entering Unmasked Estep 
Score: -6352148.500000 Penalty: 1074.112061
	Iteration 89Q: 3 clusters Score -6352148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 130265 members 
Entering Unmasked Estep 
Score: -6352165.500000 Penalty: 1074.112061
	Iteration 90Q: 3 clusters Score -6352166 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 130329 members 
Entering Unmasked Estep 
Score: -6352171.000000 Penalty: 1074.112061
	Iteration 91Q: 3 clusters Score -6352171 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6352178 nChanged 104
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Mstep: Class 1 contains 3255 members 
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Entering Unmasked Estep 
Score: -6352204.000000 Penalty: 1074.112061
	Iteration 93Q: 3 clusters Score -6352204 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 130513 members 
Entering Unmasked Estep 
Score: -6352218.000000 Penalty: 1074.112061
	Iteration 94Q: 3 clusters Score -6352218 nChanged 109
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Mstep: Class 1 contains 3138 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6352234 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 130617 members 
Entering Unmasked Estep 
Score: -6352256.500000 Penalty: 1074.112061
	Iteration 96Q: 3 clusters Score -6352256 nChanged 92
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Mstep: Class 1 contains 3033 members 
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Entering Unmasked Estep 
Score: -6352261.500000 Penalty: 1074.112061
	Iteration 97Q: 3 clusters Score -6352262 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6352278 nChanged 73
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Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 130787 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6352293 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 130841 members 
Entering Unmasked Estep 
Score: -6352294.500000 Penalty: 1074.112061
	Iteration 100F: 3 clusters Score -6352294 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 130888 members 
Entering Unmasked Estep 
Score: -6352303.000000 Penalty: 1074.112061
	Iteration 101Q: 3 clusters Score -6352303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 130937 members 
Entering Unmasked Estep 
Score: -6352317.000000 Penalty: 1074.112061
	Iteration 102Q: 3 clusters Score -6352317 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 130980 members 
Entering Unmasked Estep 
Score: -6352325.500000 Penalty: 1074.112061
	Iteration 103Q: 3 clusters Score -6352326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 130997 members 
Entering Unmasked Estep 
Score: -6352323.000000 Penalty: 1074.112061
	Iteration 104Q: 3 clusters Score -6352323 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2699 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6352326 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 131019 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6352327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 131032 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6352326 nChanged 37
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Mstep: Class 1 contains 2681 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6352328 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 131039 members 
Entering Unmasked Estep 
Score: -6352332.500000 Penalty: 1074.112061
	Iteration 109Q: 3 clusters Score -6352332 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2667 members 
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Entering Unmasked Estep 
Score: -6352350.500000 Penalty: 1074.112061
	Iteration 110Q: 3 clusters Score -6352350 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 131046 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6352355 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2662 members 
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Entering Unmasked Estep 
Score: -6352363.500000 Penalty: 1074.112061
	Iteration 112Q: 3 clusters Score -6352364 nChanged 38
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Mstep: Class 1 contains 2650 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6352355 nChanged 33
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Mstep: Class 1 contains 2643 members 
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Entering Unmasked Estep 
Score: -6352359.500000 Penalty: 1074.112061
	Iteration 114Q: 3 clusters Score -6352360 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 131084 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6352362 nChanged 28
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Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6352360 nChanged 31
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Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 131111 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6352364 nChanged 33
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Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 131134 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6352364 nChanged 31
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Mstep: Class 1 contains 2555 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6352370 nChanged 30
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Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 131169 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6352375 nChanged 36
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Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 131185 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6352376 nChanged 40
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Mstep: Class 1 contains 2513 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6352372 nChanged 28
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Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 131211 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6352375 nChanged 28
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Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 131223 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6352377 nChanged 22
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Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 131237 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6352386 nChanged 17
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Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 131244 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6352385 nChanged 17
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Mstep: Class 1 contains 2465 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6352387 nChanged 13
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Mstep: Class 1 contains 2464 members 
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	Iteration 128Q: 3 clusters Score -6352384 nChanged 11
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6352385 nChanged 6
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	Iteration 130Q: 3 clusters Score -6352386 nChanged 4
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	Iteration 131Q: 3 clusters Score -6352386 nChanged 3
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Mstep: Class 1 contains 2464 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6352388 nChanged 3
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Mstep: Class 1 contains 2467 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6352388 nChanged 4
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Mstep: Class 1 contains 2471 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6352384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 131237 members 
Entering Unmasked Estep 
Score: -6352388.000000 Penalty: 1074.112061
	Iteration 135Q: 3 clusters Score -6352388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 131237 members 
Entering Unmasked Estep 
Score: -6352388.000000 Penalty: 1074.112061
	Iteration 136F: 3 clusters Score -6352388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 116521 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 238660 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Entering Unmasked Estep 
Score: -90601752.000000 Penalty: 25714.867188
Splitting cluster 12 changes total score from -90601664.000000 to -90601752.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 13 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -48358.996094 Penalty: 318.598083
	Iteration 0F: 2 clusters Score -48359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -47527.011719 Penalty: 637.196167
	Iteration 0F: 3 clusters Score -47527.01 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -48415.000000 Penalty: 637.196167
	Iteration 1F: 3 clusters Score -48415 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -49084.015625 Penalty: 637.196167
	Iteration 2F: 3 clusters Score -49084.02 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -49311.527344 Penalty: 637.196167
	Iteration 3F: 3 clusters Score -49311.53 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -49440.265625 Penalty: 637.196167
	Iteration 4F: 3 clusters Score -49440.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -49482.085938 Penalty: 637.196167
	Iteration 5Q: 3 clusters Score -49482.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -49494.191406 Penalty: 637.196167
	Iteration 6Q: 3 clusters Score -49494.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -49500.242188 Penalty: 637.196167
	Iteration 7Q: 3 clusters Score -49500.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -49501.718750 Penalty: 637.196167
	Iteration 8Q: 3 clusters Score -49501.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -49502.664062 Penalty: 637.196167
	Iteration 9Q: 3 clusters Score -49502.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -49504.738281 Penalty: 637.196167
	Iteration 10Q: 3 clusters Score -49504.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -49504.738281 Penalty: 637.196167
	Iteration 11F: 3 clusters Score -49504.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 116521 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 238660 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Entering Unmasked Estep 
Score: -90602232.000000 Penalty: 26374.222656
Splitting cluster 13 changes total score from -90601664.000000 to -90602232.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 14 (116521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116521 members 
Entering Unmasked Estep 
Score: -5780126.500000 Penalty: 530.795105
	Iteration 0F: 2 clusters Score -5780126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -5703516.000000 Penalty: 1061.590210
	Iteration 0F: 3 clusters Score -5703516 nChanged 56873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -5736633.500000 Penalty: 1061.590210
	Iteration 1F: 3 clusters Score -5736634 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -5737934.500000 Penalty: 1061.590210
	Iteration 2Q: 3 clusters Score -5737934 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -5739740.000000 Penalty: 1061.590210
	Iteration 3Q: 3 clusters Score -5739740 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -5742477.000000 Penalty: 1061.590210
	Iteration 4Q: 3 clusters Score -5742477 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -5747080.500000 Penalty: 1061.590210
	Iteration 5F: 3 clusters Score -5747080 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -5753857.000000 Penalty: 1061.590210
	Iteration 6F: 3 clusters Score -5753857 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -5761801.500000 Penalty: 1061.590210
	Iteration 7F: 3 clusters Score -5761802 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -5767066.000000 Penalty: 1061.590210
	Iteration 8F: 3 clusters Score -5767066 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -5769104.500000 Penalty: 1061.590210
	Iteration 9Q: 3 clusters Score -5769104 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -5770234.000000 Penalty: 1061.590210
	Iteration 10Q: 3 clusters Score -5770234 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 86205 members 
Entering Unmasked Estep 
Score: -5771160.500000 Penalty: 1061.590210
	Iteration 11Q: 3 clusters Score -5771160 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -5771923.500000 Penalty: 1061.590210
	Iteration 12Q: 3 clusters Score -5771924 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -5772700.500000 Penalty: 1061.590210
	Iteration 13Q: 3 clusters Score -5772700 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -5773408.500000 Penalty: 1061.590210
	Iteration 14Q: 3 clusters Score -5773408 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -5773966.500000 Penalty: 1061.590210
	Iteration 15Q: 3 clusters Score -5773966 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -5774476.000000 Penalty: 1061.590210
	Iteration 16Q: 3 clusters Score -5774476 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -5774961.500000 Penalty: 1061.590210
	Iteration 17Q: 3 clusters Score -5774962 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -5775371.000000 Penalty: 1061.590210
	Iteration 18Q: 3 clusters Score -5775371 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -5775679.500000 Penalty: 1061.590210
	Iteration 19Q: 3 clusters Score -5775680 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -5775994.500000 Penalty: 1061.590210
	Iteration 20F: 3 clusters Score -5775994 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -5776262.000000 Penalty: 1061.590210
	Iteration 21Q: 3 clusters Score -5776262 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -5776493.000000 Penalty: 1061.590210
	Iteration 22Q: 3 clusters Score -5776493 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 94836 members 
Entering Unmasked Estep 
Score: -5776647.500000 Penalty: 1061.590210
	Iteration 23Q: 3 clusters Score -5776648 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -5776817.000000 Penalty: 1061.590210
	Iteration 24Q: 3 clusters Score -5776817 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -5777020.000000 Penalty: 1061.590210
	Iteration 25Q: 3 clusters Score -5777020 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 96700 members 
Entering Unmasked Estep 
Score: -5777218.000000 Penalty: 1061.590210
	Iteration 26Q: 3 clusters Score -5777218 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -5777374.000000 Penalty: 1061.590210
	Iteration 27Q: 3 clusters Score -5777374 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
Score: -5777538.000000 Penalty: 1061.590210
	Iteration 28Q: 3 clusters Score -5777538 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 98680 members 
Entering Unmasked Estep 
Score: -5777698.000000 Penalty: 1061.590210
	Iteration 29Q: 3 clusters Score -5777698 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 99338 members 
Entering Unmasked Estep 
Score: -5777906.000000 Penalty: 1061.590210
	Iteration 30Q: 3 clusters Score -5777906 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -5778060.500000 Penalty: 1061.590210
	Iteration 31Q: 3 clusters Score -5778060 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -5778232.000000 Penalty: 1061.590210
	Iteration 32Q: 3 clusters Score -5778232 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -5778430.500000 Penalty: 1061.590210
	Iteration 33Q: 3 clusters Score -5778430 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -5778613.000000 Penalty: 1061.590210
	Iteration 34Q: 3 clusters Score -5778613 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 102401 members 
Entering Unmasked Estep 
Score: -5778786.000000 Penalty: 1061.590210
	Iteration 35Q: 3 clusters Score -5778786 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 102943 members 
Entering Unmasked Estep 
Score: -5778934.000000 Penalty: 1061.590210
	Iteration 36Q: 3 clusters Score -5778934 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -5779052.000000 Penalty: 1061.590210
	Iteration 37Q: 3 clusters Score -5779052 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 103870 members 
Entering Unmasked Estep 
Score: -5779120.000000 Penalty: 1061.590210
	Iteration 38Q: 3 clusters Score -5779120 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
Score: -5779227.000000 Penalty: 1061.590210
	Iteration 39Q: 3 clusters Score -5779227 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -5779325.000000 Penalty: 1061.590210
	Iteration 40F: 3 clusters Score -5779325 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 105022 members 
Entering Unmasked Estep 
Score: -5779380.000000 Penalty: 1061.590210
	Iteration 41Q: 3 clusters Score -5779380 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -5779419.000000 Penalty: 1061.590210
	Iteration 42Q: 3 clusters Score -5779419 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -5779479.500000 Penalty: 1061.590210
	Iteration 43Q: 3 clusters Score -5779480 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -5779539.500000 Penalty: 1061.590210
	Iteration 44Q: 3 clusters Score -5779540 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -5779592.000000 Penalty: 1061.590210
	Iteration 45Q: 3 clusters Score -5779592 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -5779676.000000 Penalty: 1061.590210
	Iteration 46Q: 3 clusters Score -5779676 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -5779716.000000 Penalty: 1061.590210
	Iteration 47Q: 3 clusters Score -5779716 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 107388 members 
Entering Unmasked Estep 
Score: -5779790.500000 Penalty: 1061.590210
	Iteration 48Q: 3 clusters Score -5779790 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 107696 members 
Entering Unmasked Estep 
Score: -5779851.000000 Penalty: 1061.590210
	Iteration 49Q: 3 clusters Score -5779851 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -5779908.500000 Penalty: 1061.590210
	Iteration 50Q: 3 clusters Score -5779908 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 108282 members 
Entering Unmasked Estep 
Score: -5779968.500000 Penalty: 1061.590210
	Iteration 51Q: 3 clusters Score -5779968 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 108556 members 
Entering Unmasked Estep 
Score: -5779979.000000 Penalty: 1061.590210
	Iteration 52Q: 3 clusters Score -5779979 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 108801 members 
Entering Unmasked Estep 
Score: -5779974.500000 Penalty: 1061.590210
	Iteration 53Q: 3 clusters Score -5779974 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 109060 members 
Entering Unmasked Estep 
Score: -5780017.500000 Penalty: 1061.590210
	Iteration 54Q: 3 clusters Score -5780018 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 109300 members 
Entering Unmasked Estep 
Score: -5780048.500000 Penalty: 1061.590210
	Iteration 55Q: 3 clusters Score -5780048 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 109548 members 
Entering Unmasked Estep 
Score: -5780084.000000 Penalty: 1061.590210
	Iteration 56Q: 3 clusters Score -5780084 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -5780109.000000 Penalty: 1061.590210
	Iteration 57Q: 3 clusters Score -5780109 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 110030 members 
Entering Unmasked Estep 
Score: -5780141.000000 Penalty: 1061.590210
	Iteration 58Q: 3 clusters Score -5780141 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 110243 members 
Entering Unmasked Estep 
Score: -5780170.500000 Penalty: 1061.590210
	Iteration 59Q: 3 clusters Score -5780170 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 110459 members 
Entering Unmasked Estep 
Score: -5780190.000000 Penalty: 1061.590210
	Iteration 60F: 3 clusters Score -5780190 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 110685 members 
Entering Unmasked Estep 
Score: -5780180.000000 Penalty: 1061.590210
	Iteration 61Q: 3 clusters Score -5780180 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 110896 members 
Entering Unmasked Estep 
Score: -5780247.500000 Penalty: 1061.590210
	Iteration 62Q: 3 clusters Score -5780248 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 111061 members 
Entering Unmasked Estep 
Score: -5780258.000000 Penalty: 1061.590210
	Iteration 63Q: 3 clusters Score -5780258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 111177 members 
Entering Unmasked Estep 
Score: -5780265.500000 Penalty: 1061.590210
	Iteration 64Q: 3 clusters Score -5780266 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 111286 members 
Entering Unmasked Estep 
Score: -5780274.000000 Penalty: 1061.590210
	Iteration 65Q: 3 clusters Score -5780274 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 111393 members 
Entering Unmasked Estep 
Score: -5780271.000000 Penalty: 1061.590210
	Iteration 66Q: 3 clusters Score -5780271 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 111496 members 
Entering Unmasked Estep 
Score: -5780259.000000 Penalty: 1061.590210
	Iteration 67Q: 3 clusters Score -5780259 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 111605 members 
Entering Unmasked Estep 
Score: -5780258.000000 Penalty: 1061.590210
	Iteration 68Q: 3 clusters Score -5780258 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 111707 members 
Entering Unmasked Estep 
Score: -5780254.500000 Penalty: 1061.590210
	Iteration 69Q: 3 clusters Score -5780254 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 111804 members 
Entering Unmasked Estep 
Score: -5780249.000000 Penalty: 1061.590210
	Iteration 70Q: 3 clusters Score -5780249 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 111909 members 
Entering Unmasked Estep 
Score: -5780277.000000 Penalty: 1061.590210
	Iteration 71Q: 3 clusters Score -5780277 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 112002 members 
Entering Unmasked Estep 
Score: -5780271.000000 Penalty: 1061.590210
	Iteration 72Q: 3 clusters Score -5780271 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 112097 members 
Entering Unmasked Estep 
Score: -5780288.500000 Penalty: 1061.590210
	Iteration 73Q: 3 clusters Score -5780288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 112172 members 
Entering Unmasked Estep 
Score: -5780289.000000 Penalty: 1061.590210
	Iteration 74Q: 3 clusters Score -5780289 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 112246 members 
Entering Unmasked Estep 
Score: -5780288.500000 Penalty: 1061.590210
	Iteration 75Q: 3 clusters Score -5780288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 112307 members 
Entering Unmasked Estep 
Score: -5780287.000000 Penalty: 1061.590210
	Iteration 76Q: 3 clusters Score -5780287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 112366 members 
Entering Unmasked Estep 
Score: -5780298.500000 Penalty: 1061.590210
	Iteration 77Q: 3 clusters Score -5780298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 112431 members 
Entering Unmasked Estep 
Score: -5780308.500000 Penalty: 1061.590210
	Iteration 78Q: 3 clusters Score -5780308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 112496 members 
Entering Unmasked Estep 
Score: -5780307.500000 Penalty: 1061.590210
	Iteration 79Q: 3 clusters Score -5780308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 112552 members 
Entering Unmasked Estep 
Score: -5780306.500000 Penalty: 1061.590210
	Iteration 80F: 3 clusters Score -5780306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 112595 members 
Entering Unmasked Estep 
Score: -5780316.000000 Penalty: 1061.590210
	Iteration 81Q: 3 clusters Score -5780316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 112622 members 
Entering Unmasked Estep 
Score: -5780314.500000 Penalty: 1061.590210
	Iteration 82Q: 3 clusters Score -5780314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 112650 members 
Entering Unmasked Estep 
Score: -5780313.000000 Penalty: 1061.590210
	Iteration 83Q: 3 clusters Score -5780313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 112672 members 
Entering Unmasked Estep 
Score: -5780302.000000 Penalty: 1061.590210
	Iteration 84Q: 3 clusters Score -5780302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 112690 members 
Entering Unmasked Estep 
Score: -5780303.500000 Penalty: 1061.590210
	Iteration 85Q: 3 clusters Score -5780304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 112705 members 
Entering Unmasked Estep 
Score: -5780311.500000 Penalty: 1061.590210
	Iteration 86Q: 3 clusters Score -5780312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 112711 members 
Entering Unmasked Estep 
Score: -5780310.500000 Penalty: 1061.590210
	Iteration 87Q: 3 clusters Score -5780310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -5780312.500000 Penalty: 1061.590210
	Iteration 88Q: 3 clusters Score -5780312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 112725 members 
Entering Unmasked Estep 
Score: -5780313.500000 Penalty: 1061.590210
	Iteration 89Q: 3 clusters Score -5780314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 112731 members 
Entering Unmasked Estep 
Score: -5780311.500000 Penalty: 1061.590210
	Iteration 90Q: 3 clusters Score -5780312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 112735 members 
Entering Unmasked Estep 
Score: -5780310.500000 Penalty: 1061.590210
	Iteration 91Q: 3 clusters Score -5780310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 112742 members 
Entering Unmasked Estep 
Score: -5780308.500000 Penalty: 1061.590210
	Iteration 92Q: 3 clusters Score -5780308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 112746 members 
Entering Unmasked Estep 
Score: -5780304.500000 Penalty: 1061.590210
	Iteration 93Q: 3 clusters Score -5780304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 112748 members 
Entering Unmasked Estep 
Score: -5780302.500000 Penalty: 1061.590210
	Iteration 94Q: 3 clusters Score -5780302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 112751 members 
Entering Unmasked Estep 
Score: -5780304.500000 Penalty: 1061.590210
	Iteration 95Q: 3 clusters Score -5780304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 112757 members 
Entering Unmasked Estep 
Score: -5780307.500000 Penalty: 1061.590210
	Iteration 96Q: 3 clusters Score -5780308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 112759 members 
Entering Unmasked Estep 
Score: -5780309.000000 Penalty: 1061.590210
	Iteration 97Q: 3 clusters Score -5780309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 112764 members 
Entering Unmasked Estep 
Score: -5780303.500000 Penalty: 1061.590210
	Iteration 98Q: 3 clusters Score -5780304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 112774 members 
Entering Unmasked Estep 
Score: -5780302.500000 Penalty: 1061.590210
	Iteration 99Q: 3 clusters Score -5780302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 112784 members 
Entering Unmasked Estep 
Score: -5780303.500000 Penalty: 1061.590210
	Iteration 100F: 3 clusters Score -5780304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 112798 members 
Entering Unmasked Estep 
Score: -5780302.000000 Penalty: 1061.590210
	Iteration 101Q: 3 clusters Score -5780302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 112809 members 
Entering Unmasked Estep 
Score: -5780296.500000 Penalty: 1061.590210
	Iteration 102Q: 3 clusters Score -5780296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 112817 members 
Entering Unmasked Estep 
Score: -5780299.500000 Penalty: 1061.590210
	Iteration 103Q: 3 clusters Score -5780300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 112821 members 
Entering Unmasked Estep 
Score: -5780301.000000 Penalty: 1061.590210
	Iteration 104Q: 3 clusters Score -5780301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -5780299.000000 Penalty: 1061.590210
	Iteration 105Q: 3 clusters Score -5780299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
Score: -5780303.000000 Penalty: 1061.590210
	Iteration 106Q: 3 clusters Score -5780303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 112836 members 
Entering Unmasked Estep 
Score: -5780301.000000 Penalty: 1061.590210
	Iteration 107Q: 3 clusters Score -5780301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -5780308.500000 Penalty: 1061.590210
	Iteration 108Q: 3 clusters Score -5780308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 112846 members 
Entering Unmasked Estep 
Score: -5780310.000000 Penalty: 1061.590210
	Iteration 109Q: 3 clusters Score -5780310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 112848 members 
Entering Unmasked Estep 
Score: -5780311.000000 Penalty: 1061.590210
	Iteration 110Q: 3 clusters Score -5780311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 112846 members 
Entering Unmasked Estep 
Score: -5780310.000000 Penalty: 1061.590210
	Iteration 111Q: 3 clusters Score -5780310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 112846 members 
Entering Unmasked Estep 
Score: -5780310.000000 Penalty: 1061.590210
	Iteration 112F: 3 clusters Score -5780310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 238660 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Entering Unmasked Estep 
Score: -90601896.000000 Penalty: 27033.578125
Splitting cluster 14 changes total score from -90601664.000000 to -90601896.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 15 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -8661.746094 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -8661.746 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 188 members 
Entering Unmasked Estep 
Score: -8354.919922 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -8354.92 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8621.771484 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -8621.771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8702.106445 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -8702.106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8755.818359 Penalty: 542.451477
	Iteration 3F: 3 clusters Score -8755.818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8774.335938 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -8774.336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8780.749023 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -8780.749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8782.205078 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -8782.205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8782.678711 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -8782.679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8782.678711 Penalty: 542.451477
	Iteration 8F: 3 clusters Score -8782.679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 238660 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Mstep: Class 42 contains 78 members 
Entering Unmasked Estep 
Score: -90601728.000000 Penalty: 27692.933594
Splitting cluster 15 changes total score from -90601664.000000 to -90601728.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 16 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -108865.210938 Penalty: 349.887207
	Iteration 0F: 2 clusters Score -108865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -107280.492188 Penalty: 699.774414
	Iteration 0F: 3 clusters Score -107280.5 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -107787.031250 Penalty: 699.774414
	Iteration 1F: 3 clusters Score -107787 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -107839.796875 Penalty: 699.774414
	Iteration 2F: 3 clusters Score -107839.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -107880.750000 Penalty: 699.774414
	Iteration 3Q: 3 clusters Score -107880.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -107922.445312 Penalty: 699.774414
	Iteration 4Q: 3 clusters Score -107922.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -107974.226562 Penalty: 699.774414
	Iteration 5Q: 3 clusters Score -107974.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -108044.359375 Penalty: 699.774414
	Iteration 6Q: 3 clusters Score -108044.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -108136.882812 Penalty: 699.774414
	Iteration 7F: 3 clusters Score -108136.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -108230.898438 Penalty: 699.774414
	Iteration 8Q: 3 clusters Score -108230.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -108359.304688 Penalty: 699.774414
	Iteration 9F: 3 clusters Score -108359.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -108428.468750 Penalty: 699.774414
	Iteration 10Q: 3 clusters Score -108428.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -108460.546875 Penalty: 699.774414
	Iteration 11Q: 3 clusters Score -108460.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -108477.210938 Penalty: 699.774414
	Iteration 12Q: 3 clusters Score -108477.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -108499.351562 Penalty: 699.774414
	Iteration 13Q: 3 clusters Score -108499.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -108517.531250 Penalty: 699.774414
	Iteration 14Q: 3 clusters Score -108517.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -108527.796875 Penalty: 699.774414
	Iteration 15Q: 3 clusters Score -108527.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -108534.148438 Penalty: 699.774414
	Iteration 16Q: 3 clusters Score -108534.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -108540.992188 Penalty: 699.774414
	Iteration 17Q: 3 clusters Score -108541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -108544.617188 Penalty: 699.774414
	Iteration 18Q: 3 clusters Score -108544.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -108548.148438 Penalty: 699.774414
	Iteration 19Q: 3 clusters Score -108548.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -108550.132812 Penalty: 699.774414
	Iteration 20F: 3 clusters Score -108550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -108550.734375 Penalty: 699.774414
	Iteration 21Q: 3 clusters Score -108550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -108551.023438 Penalty: 699.774414
	Iteration 22Q: 3 clusters Score -108551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -108551.867188 Penalty: 699.774414
	Iteration 23Q: 3 clusters Score -108551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -108552.164062 Penalty: 699.774414
	Iteration 24Q: 3 clusters Score -108552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -108552.804688 Penalty: 699.774414
	Iteration 25Q: 3 clusters Score -108552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -108553.375000 Penalty: 699.774414
	Iteration 26Q: 3 clusters Score -108553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -108553.695312 Penalty: 699.774414
	Iteration 27Q: 3 clusters Score -108553.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -108553.804688 Penalty: 699.774414
	Iteration 28Q: 3 clusters Score -108553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -108553.828125 Penalty: 699.774414
	Iteration 29Q: 3 clusters Score -108553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -108554.468750 Penalty: 699.774414
	Iteration 30Q: 3 clusters Score -108554.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -108554.679688 Penalty: 699.774414
	Iteration 31Q: 3 clusters Score -108554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -108555.359375 Penalty: 699.774414
	Iteration 32Q: 3 clusters Score -108555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -108555.757812 Penalty: 699.774414
	Iteration 33Q: 3 clusters Score -108555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -108556.328125 Penalty: 699.774414
	Iteration 34Q: 3 clusters Score -108556.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -108556.851562 Penalty: 699.774414
	Iteration 35Q: 3 clusters Score -108556.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -108558.164062 Penalty: 699.774414
	Iteration 36Q: 3 clusters Score -108558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -108559.843750 Penalty: 699.774414
	Iteration 37Q: 3 clusters Score -108559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -108560.343750 Penalty: 699.774414
	Iteration 38Q: 3 clusters Score -108560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -108561.835938 Penalty: 699.774414
	Iteration 39Q: 3 clusters Score -108561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -108563.117188 Penalty: 699.774414
	Iteration 40F: 3 clusters Score -108563.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -108566.109375 Penalty: 699.774414
	Iteration 41Q: 3 clusters Score -108566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -108568.164062 Penalty: 699.774414
	Iteration 42Q: 3 clusters Score -108568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -108570.585938 Penalty: 699.774414
	Iteration 43Q: 3 clusters Score -108570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -108573.218750 Penalty: 699.774414
	Iteration 44Q: 3 clusters Score -108573.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -108576.250000 Penalty: 699.774414
	Iteration 45Q: 3 clusters Score -108576.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -108581.007812 Penalty: 699.774414
	Iteration 46Q: 3 clusters Score -108581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -108587.812500 Penalty: 699.774414
	Iteration 47Q: 3 clusters Score -108587.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -108602.382812 Penalty: 699.774414
	Iteration 48Q: 3 clusters Score -108602.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -108613.578125 Penalty: 699.774414
	Iteration 49Q: 3 clusters Score -108613.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -108620.132812 Penalty: 699.774414
	Iteration 50Q: 3 clusters Score -108620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -108623.515625 Penalty: 699.774414
	Iteration 51Q: 3 clusters Score -108623.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -108624.812500 Penalty: 699.774414
	Iteration 52Q: 3 clusters Score -108624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -108626.429688 Penalty: 699.774414
	Iteration 53Q: 3 clusters Score -108626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -108627.500000 Penalty: 699.774414
	Iteration 54Q: 3 clusters Score -108627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -108627.734375 Penalty: 699.774414
	Iteration 55Q: 3 clusters Score -108627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -108628.601562 Penalty: 699.774414
	Iteration 56Q: 3 clusters Score -108628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -108629.085938 Penalty: 699.774414
	Iteration 57Q: 3 clusters Score -108629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -108629.445312 Penalty: 699.774414
	Iteration 58Q: 3 clusters Score -108629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -108630.007812 Penalty: 699.774414
	Iteration 59Q: 3 clusters Score -108630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -108630.617188 Penalty: 699.774414
	Iteration 60F: 3 clusters Score -108630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -38447.937500 Penalty: 307.068573
	Iteration 0F: 2 clusters Score -38447.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37773.148438 Penalty: 614.137146
	Iteration 0F: 3 clusters Score -37773.15 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -38003.835938 Penalty: 614.137146
	Iteration 1F: 3 clusters Score -38003.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -38084.671875 Penalty: 614.137146
	Iteration 2F: 3 clusters Score -38084.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -38136.468750 Penalty: 614.137146
	Iteration 3F: 3 clusters Score -38136.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -38175.148438 Penalty: 614.137146
	Iteration 4Q: 3 clusters Score -38175.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -38204.003906 Penalty: 614.137146
	Iteration 5Q: 3 clusters Score -38204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -38225.531250 Penalty: 614.137146
	Iteration 6Q: 3 clusters Score -38225.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -38241.375000 Penalty: 614.137146
	Iteration 7Q: 3 clusters Score -38241.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -38253.566406 Penalty: 614.137146
	Iteration 8Q: 3 clusters Score -38253.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -38262.113281 Penalty: 614.137146
	Iteration 9Q: 3 clusters Score -38262.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38267.273438 Penalty: 614.137146
	Iteration 10Q: 3 clusters Score -38267.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -38270.160156 Penalty: 614.137146
	Iteration 11Q: 3 clusters Score -38270.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -38274.566406 Penalty: 614.137146
	Iteration 12Q: 3 clusters Score -38274.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -38278.703125 Penalty: 614.137146
	Iteration 13Q: 3 clusters Score -38278.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -38280.894531 Penalty: 614.137146
	Iteration 14Q: 3 clusters Score -38280.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -38285.367188 Penalty: 614.137146
	Iteration 15Q: 3 clusters Score -38285.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -38288.464844 Penalty: 614.137146
	Iteration 16Q: 3 clusters Score -38288.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -38290.847656 Penalty: 614.137146
	Iteration 17Q: 3 clusters Score -38290.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -38291.273438 Penalty: 614.137146
	Iteration 18Q: 3 clusters Score -38291.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -38292.539062 Penalty: 614.137146
	Iteration 19F: 3 clusters Score -38292.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -38293.457031 Penalty: 614.137146
	Iteration 20F: 3 clusters Score -38293.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38293.968750 Penalty: 614.137146
	Iteration 21Q: 3 clusters Score -38293.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -38294.167969 Penalty: 614.137146
	Iteration 22Q: 3 clusters Score -38294.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -38294.167969 Penalty: 614.137146
	Iteration 23F: 3 clusters Score -38294.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Entering Unmasked Estep 
Score: -2890660.250000 Penalty: 502.999298
	Iteration 0F: 2 clusters Score -2890660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -2847938.500000 Penalty: 1005.998596
	Iteration 0F: 3 clusters Score -2847938 nChanged 30626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -2866765.750000 Penalty: 1005.998596
	Iteration 1F: 3 clusters Score -2866766 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -2868257.000000 Penalty: 1005.998596
	Iteration 2F: 3 clusters Score -2868257 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -2870521.000000 Penalty: 1005.998596
	Iteration 3F: 3 clusters Score -2870521 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -2873740.750000 Penalty: 1005.998596
	Iteration 4F: 3 clusters Score -2873741 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -2877359.750000 Penalty: 1005.998596
	Iteration 5F: 3 clusters Score -2877360 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -2879952.500000 Penalty: 1005.998596
	Iteration 6F: 3 clusters Score -2879952 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -2881308.750000 Penalty: 1005.998596
	Iteration 7Q: 3 clusters Score -2881309 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -2882136.250000 Penalty: 1005.998596
	Iteration 8Q: 3 clusters Score -2882136 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -2882898.500000 Penalty: 1005.998596
	Iteration 9Q: 3 clusters Score -2882898 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -2883732.000000 Penalty: 1005.998596
	Iteration 10Q: 3 clusters Score -2883732 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -2884673.750000 Penalty: 1005.998596
	Iteration 11Q: 3 clusters Score -2884674 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -2885636.750000 Penalty: 1005.998596
	Iteration 12Q: 3 clusters Score -2885637 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -2886588.000000 Penalty: 1005.998596
	Iteration 13Q: 3 clusters Score -2886588 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -2887466.250000 Penalty: 1005.998596
	Iteration 14Q: 3 clusters Score -2887466 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -2888282.250000 Penalty: 1005.998596
	Iteration 15Q: 3 clusters Score -2888282 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -2888880.750000 Penalty: 1005.998596
	Iteration 16Q: 3 clusters Score -2888881 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -2889390.750000 Penalty: 1005.998596
	Iteration 17Q: 3 clusters Score -2889391 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -2889721.250000 Penalty: 1005.998596
	Iteration 18Q: 3 clusters Score -2889721 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -2889969.500000 Penalty: 1005.998596
	Iteration 19Q: 3 clusters Score -2889970 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -2890126.000000 Penalty: 1005.998596
	Iteration 20F: 3 clusters Score -2890126 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -2890234.250000 Penalty: 1005.998596
	Iteration 21Q: 3 clusters Score -2890234 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -2890333.250000 Penalty: 1005.998596
	Iteration 22Q: 3 clusters Score -2890333 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -2890420.500000 Penalty: 1005.998596
	Iteration 23Q: 3 clusters Score -2890420 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -2890487.750000 Penalty: 1005.998596
	Iteration 24Q: 3 clusters Score -2890488 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -2890518.000000 Penalty: 1005.998596
	Iteration 25Q: 3 clusters Score -2890518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -2890524.750000 Penalty: 1005.998596
	Iteration 26Q: 3 clusters Score -2890525 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -2890538.500000 Penalty: 1005.998596
	Iteration 27Q: 3 clusters Score -2890538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -2890552.500000 Penalty: 1005.998596
	Iteration 28Q: 3 clusters Score -2890552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -2890561.000000 Penalty: 1005.998596
	Iteration 29Q: 3 clusters Score -2890561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -2890567.500000 Penalty: 1005.998596
	Iteration 30Q: 3 clusters Score -2890568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -2890570.750000 Penalty: 1005.998596
	Iteration 31Q: 3 clusters Score -2890571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -2890572.500000 Penalty: 1005.998596
	Iteration 32Q: 3 clusters Score -2890572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -2890583.500000 Penalty: 1005.998596
	Iteration 33Q: 3 clusters Score -2890584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -2890590.500000 Penalty: 1005.998596
	Iteration 34Q: 3 clusters Score -2890590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -2890591.750000 Penalty: 1005.998596
	Iteration 35Q: 3 clusters Score -2890592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -2890596.500000 Penalty: 1005.998596
	Iteration 36Q: 3 clusters Score -2890596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -2890596.750000 Penalty: 1005.998596
	Iteration 37Q: 3 clusters Score -2890597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -2890599.750000 Penalty: 1005.998596
	Iteration 38Q: 3 clusters Score -2890600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -2890597.500000 Penalty: 1005.998596
	Iteration 39Q: 3 clusters Score -2890598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -2890600.750000 Penalty: 1005.998596
	Iteration 40F: 3 clusters Score -2890601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -2890602.250000 Penalty: 1005.998596
	Iteration 41Q: 3 clusters Score -2890602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -2890604.000000 Penalty: 1005.998596
	Iteration 42Q: 3 clusters Score -2890604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -2890608.750000 Penalty: 1005.998596
	Iteration 43Q: 3 clusters Score -2890609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -2890608.250000 Penalty: 1005.998596
	Iteration 44Q: 3 clusters Score -2890608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -2890610.500000 Penalty: 1005.998596
	Iteration 45Q: 3 clusters Score -2890610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -2890610.000000 Penalty: 1005.998596
	Iteration 46Q: 3 clusters Score -2890610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -2890609.000000 Penalty: 1005.998596
	Iteration 47Q: 3 clusters Score -2890609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -2890612.250000 Penalty: 1005.998596
	Iteration 48Q: 3 clusters Score -2890612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -2890607.500000 Penalty: 1005.998596
	Iteration 49Q: 3 clusters Score -2890608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -2890613.000000 Penalty: 1005.998596
	Iteration 50Q: 3 clusters Score -2890613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -2890611.750000 Penalty: 1005.998596
	Iteration 51Q: 3 clusters Score -2890612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -2890613.500000 Penalty: 1005.998596
	Iteration 52Q: 3 clusters Score -2890614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -2890612.500000 Penalty: 1005.998596
	Iteration 53Q: 3 clusters Score -2890612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -2890611.000000 Penalty: 1005.998596
	Iteration 54Q: 3 clusters Score -2890611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -2890609.750000 Penalty: 1005.998596
	Iteration 55Q: 3 clusters Score -2890610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -2890609.250000 Penalty: 1005.998596
	Iteration 56Q: 3 clusters Score -2890609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -2890612.500000 Penalty: 1005.998596
	Iteration 57Q: 3 clusters Score -2890612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -2890615.000000 Penalty: 1005.998596
	Iteration 58Q: 3 clusters Score -2890615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -2890615.000000 Penalty: 1005.998596
	Iteration 59Q: 3 clusters Score -2890615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -2890615.000000 Penalty: 1005.998596
	Iteration 60F: 3 clusters Score -2890615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Entering Unmasked Estep 
Score: -168456.375000 Penalty: 378.856537
	Iteration 0F: 2 clusters Score -168456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -165705.546875 Penalty: 757.713074
	Iteration 0F: 3 clusters Score -165705.5 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -166939.421875 Penalty: 757.713074
	Iteration 1F: 3 clusters Score -166939.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -167158.453125 Penalty: 757.713074
	Iteration 2F: 3 clusters Score -167158.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -167355.734375 Penalty: 757.713074
	Iteration 3F: 3 clusters Score -167355.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -167517.265625 Penalty: 757.713074
	Iteration 4F: 3 clusters Score -167517.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -167653.296875 Penalty: 757.713074
	Iteration 5F: 3 clusters Score -167653.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -167737.953125 Penalty: 757.713074
	Iteration 6Q: 3 clusters Score -167738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -167793.234375 Penalty: 757.713074
	Iteration 7Q: 3 clusters Score -167793.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -167838.000000 Penalty: 757.713074
	Iteration 8Q: 3 clusters Score -167838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -167878.000000 Penalty: 757.713074
	Iteration 9Q: 3 clusters Score -167878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -167907.953125 Penalty: 757.713074
	Iteration 10Q: 3 clusters Score -167908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -167926.250000 Penalty: 757.713074
	Iteration 11Q: 3 clusters Score -167926.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -167945.062500 Penalty: 757.713074
	Iteration 12Q: 3 clusters Score -167945.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -167964.421875 Penalty: 757.713074
	Iteration 13Q: 3 clusters Score -167964.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -167981.093750 Penalty: 757.713074
	Iteration 14Q: 3 clusters Score -167981.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -167993.875000 Penalty: 757.713074
	Iteration 15Q: 3 clusters Score -167993.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -168008.390625 Penalty: 757.713074
	Iteration 16Q: 3 clusters Score -168008.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -168020.875000 Penalty: 757.713074
	Iteration 17Q: 3 clusters Score -168020.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -168033.125000 Penalty: 757.713074
	Iteration 18Q: 3 clusters Score -168033.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -168042.656250 Penalty: 757.713074
	Iteration 19Q: 3 clusters Score -168042.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -168049.859375 Penalty: 757.713074
	Iteration 20F: 3 clusters Score -168049.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -168057.093750 Penalty: 757.713074
	Iteration 21Q: 3 clusters Score -168057.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -168060.453125 Penalty: 757.713074
	Iteration 22Q: 3 clusters Score -168060.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -168064.140625 Penalty: 757.713074
	Iteration 23Q: 3 clusters Score -168064.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -168066.031250 Penalty: 757.713074
	Iteration 24Q: 3 clusters Score -168066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -168068.546875 Penalty: 757.713074
	Iteration 25Q: 3 clusters Score -168068.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -168069.890625 Penalty: 757.713074
	Iteration 26Q: 3 clusters Score -168069.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -168071.750000 Penalty: 757.713074
	Iteration 27Q: 3 clusters Score -168071.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -168072.750000 Penalty: 757.713074
	Iteration 28Q: 3 clusters Score -168072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -168074.234375 Penalty: 757.713074
	Iteration 29Q: 3 clusters Score -168074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -168074.687500 Penalty: 757.713074
	Iteration 30Q: 3 clusters Score -168074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -168074.687500 Penalty: 757.713074
	Iteration 31Q: 3 clusters Score -168074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -168074.859375 Penalty: 757.713074
	Iteration 32Q: 3 clusters Score -168074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -168074.734375 Penalty: 757.713074
	Iteration 33Q: 3 clusters Score -168074.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -168074.734375 Penalty: 757.713074
	Iteration 34F: 3 clusters Score -168074.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Entering Unmasked Estep 
Score: -4738093.000000 Penalty: 523.204895
	Iteration 0F: 2 clusters Score -4738093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -4671499.500000 Penalty: 1046.409790
	Iteration 0F: 3 clusters Score -4671500 nChanged 48297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -4699859.000000 Penalty: 1046.409790
	Iteration 1F: 3 clusters Score -4699859 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -4700949.000000 Penalty: 1046.409790
	Iteration 2Q: 3 clusters Score -4700949 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -4702836.500000 Penalty: 1046.409790
	Iteration 3Q: 3 clusters Score -4702836 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -4706344.000000 Penalty: 1046.409790
	Iteration 4F: 3 clusters Score -4706344 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -4712105.000000 Penalty: 1046.409790
	Iteration 5F: 3 clusters Score -4712105 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -4719994.000000 Penalty: 1046.409790
	Iteration 6F: 3 clusters Score -4719994 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 89390 members 
Entering Unmasked Estep 
Score: -4728363.500000 Penalty: 1046.409790
	Iteration 7F: 3 clusters Score -4728364 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 94801 members 
Entering Unmasked Estep 
Score: -4734033.500000 Penalty: 1046.409790
	Iteration 8F: 3 clusters Score -4734034 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -4736493.500000 Penalty: 1046.409790
	Iteration 9Q: 3 clusters Score -4736494 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -4737285.500000 Penalty: 1046.409790
	Iteration 10Q: 3 clusters Score -4737286 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -4737521.500000 Penalty: 1046.409790
	Iteration 11Q: 3 clusters Score -4737522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -4737592.000000 Penalty: 1046.409790
	Iteration 12Q: 3 clusters Score -4737592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 98561 members 
Entering Unmasked Estep 
Score: -4737618.000000 Penalty: 1046.409790
	Iteration 13Q: 3 clusters Score -4737618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -4737629.000000 Penalty: 1046.409790
	Iteration 14Q: 3 clusters Score -4737629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -4737633.000000 Penalty: 1046.409790
	Iteration 15Q: 3 clusters Score -4737633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -4737634.500000 Penalty: 1046.409790
	Iteration 16Q: 3 clusters Score -4737634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -4737640.500000 Penalty: 1046.409790
	Iteration 17Q: 3 clusters Score -4737640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 98543 members 
Entering Unmasked Estep 
Score: -4737644.000000 Penalty: 1046.409790
	Iteration 18Q: 3 clusters Score -4737644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 98542 members 
Entering Unmasked Estep 
Score: -4737643.000000 Penalty: 1046.409790
	Iteration 19Q: 3 clusters Score -4737643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 98542 members 
Entering Unmasked Estep 
Score: -4737643.000000 Penalty: 1046.409790
	Iteration 20F: 3 clusters Score -4737643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -153265.953125 Penalty: 365.560944
	Iteration 0F: 2 clusters Score -153266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -151161.859375 Penalty: 731.121887
	Iteration 0F: 3 clusters Score -151161.9 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -151841.250000 Penalty: 731.121887
	Iteration 1F: 3 clusters Score -151841.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -151915.390625 Penalty: 731.121887
	Iteration 2F: 3 clusters Score -151915.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -151973.531250 Penalty: 731.121887
	Iteration 3Q: 3 clusters Score -151973.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -152065.203125 Penalty: 731.121887
	Iteration 4Q: 3 clusters Score -152065.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -152178.781250 Penalty: 731.121887
	Iteration 5F: 3 clusters Score -152178.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152336.656250 Penalty: 731.121887
	Iteration 6F: 3 clusters Score -152336.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -152530.546875 Penalty: 731.121887
	Iteration 7F: 3 clusters Score -152530.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -152659.031250 Penalty: 731.121887
	Iteration 8Q: 3 clusters Score -152659 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -152762.421875 Penalty: 731.121887
	Iteration 9Q: 3 clusters Score -152762.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -152838.640625 Penalty: 731.121887
	Iteration 10Q: 3 clusters Score -152838.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -152885.796875 Penalty: 731.121887
	Iteration 11Q: 3 clusters Score -152885.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -152913.421875 Penalty: 731.121887
	Iteration 12Q: 3 clusters Score -152913.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -152923.250000 Penalty: 731.121887
	Iteration 13Q: 3 clusters Score -152923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -152927.750000 Penalty: 731.121887
	Iteration 14Q: 3 clusters Score -152927.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -152933.531250 Penalty: 731.121887
	Iteration 15Q: 3 clusters Score -152933.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -152937.859375 Penalty: 731.121887
	Iteration 16Q: 3 clusters Score -152937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -152943.109375 Penalty: 731.121887
	Iteration 17Q: 3 clusters Score -152943.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -152950.843750 Penalty: 731.121887
	Iteration 18Q: 3 clusters Score -152950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -152953.562500 Penalty: 731.121887
	Iteration 19Q: 3 clusters Score -152953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -152955.375000 Penalty: 731.121887
	Iteration 20F: 3 clusters Score -152955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -152958.593750 Penalty: 731.121887
	Iteration 21Q: 3 clusters Score -152958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -152959.343750 Penalty: 731.121887
	Iteration 22Q: 3 clusters Score -152959.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -152962.578125 Penalty: 731.121887
	Iteration 23Q: 3 clusters Score -152962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -152968.796875 Penalty: 731.121887
	Iteration 24Q: 3 clusters Score -152968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -152970.781250 Penalty: 731.121887
	Iteration 25Q: 3 clusters Score -152970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -152972.609375 Penalty: 731.121887
	Iteration 26Q: 3 clusters Score -152972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -152972.609375 Penalty: 731.121887
	Iteration 27F: 3 clusters Score -152972.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -103599.429688 Penalty: 350.650909
	Iteration 0F: 2 clusters Score -103599.4 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 1130 members 
Entering Unmasked Estep 
Score: -102000.851562 Penalty: 701.301819
	Iteration 0F: 3 clusters Score -102000.9 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -102569.125000 Penalty: 701.301819
	Iteration 1F: 3 clusters Score -102569.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -102721.531250 Penalty: 701.301819
	Iteration 2F: 3 clusters Score -102721.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -102873.820312 Penalty: 701.301819
	Iteration 3F: 3 clusters Score -102873.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -102995.757812 Penalty: 701.301819
	Iteration 4F: 3 clusters Score -102995.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -103097.023438 Penalty: 701.301819
	Iteration 5F: 3 clusters Score -103097 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -103218.304688 Penalty: 701.301819
	Iteration 6F: 3 clusters Score -103218.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -103324.773438 Penalty: 701.301819
	Iteration 7Q: 3 clusters Score -103324.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -103419.429688 Penalty: 701.301819
	Iteration 8Q: 3 clusters Score -103419.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -103535.117188 Penalty: 701.301819
	Iteration 9Q: 3 clusters Score -103535.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -103598.984375 Penalty: 701.301819
	Iteration 10Q: 3 clusters Score -103599 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -103655.656250 Penalty: 701.301819
	Iteration 11Q: 3 clusters Score -103655.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -103672.546875 Penalty: 701.301819
	Iteration 12Q: 3 clusters Score -103672.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -103680.757812 Penalty: 701.301819
	Iteration 13Q: 3 clusters Score -103680.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -103685.335938 Penalty: 701.301819
	Iteration 14Q: 3 clusters Score -103685.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -103686.546875 Penalty: 701.301819
	Iteration 15Q: 3 clusters Score -103686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -103687.367188 Penalty: 701.301819
	Iteration 16Q: 3 clusters Score -103687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -103687.687500 Penalty: 701.301819
	Iteration 17Q: 3 clusters Score -103687.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -103687.687500 Penalty: 701.301819
	Iteration 18F: 3 clusters Score -103687.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 1130 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 238660 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Mstep: Class 42 contains 78 members 
Mstep: Class 43 contains 1093 members 
Entering Unmasked Estep 
Score: -90601592.000000 Penalty: 28352.289062
Splitting cluster 22 changes total score from -90601664.000000 to -90601592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -275297.875000 Penalty: 391.984558
	Iteration 0F: 2 clusters Score -275297.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -271597.000000 Penalty: 783.969116
	Iteration 0F: 3 clusters Score -271597 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -272981.968750 Penalty: 783.969116
	Iteration 1F: 3 clusters Score -272982 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -273129.562500 Penalty: 783.969116
	Iteration 2F: 3 clusters Score -273129.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -273286.656250 Penalty: 783.969116
	Iteration 3F: 3 clusters Score -273286.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -273434.906250 Penalty: 783.969116
	Iteration 4F: 3 clusters Score -273434.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -273613.375000 Penalty: 783.969116
	Iteration 5F: 3 clusters Score -273613.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -273838.281250 Penalty: 783.969116
	Iteration 6F: 3 clusters Score -273838.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -274125.031250 Penalty: 783.969116
	Iteration 7F: 3 clusters Score -274125 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -274362.625000 Penalty: 783.969116
	Iteration 8Q: 3 clusters Score -274362.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -274494.812500 Penalty: 783.969116
	Iteration 9Q: 3 clusters Score -274494.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -274561.187500 Penalty: 783.969116
	Iteration 10Q: 3 clusters Score -274561.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -274612.281250 Penalty: 783.969116
	Iteration 11Q: 3 clusters Score -274612.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -274659.468750 Penalty: 783.969116
	Iteration 12Q: 3 clusters Score -274659.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -274699.437500 Penalty: 783.969116
	Iteration 13Q: 3 clusters Score -274699.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -274741.906250 Penalty: 783.969116
	Iteration 14Q: 3 clusters Score -274741.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -274780.468750 Penalty: 783.969116
	Iteration 15Q: 3 clusters Score -274780.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -274812.406250 Penalty: 783.969116
	Iteration 16Q: 3 clusters Score -274812.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -274837.687500 Penalty: 783.969116
	Iteration 17Q: 3 clusters Score -274837.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -274851.625000 Penalty: 783.969116
	Iteration 18Q: 3 clusters Score -274851.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -274861.406250 Penalty: 783.969116
	Iteration 19Q: 3 clusters Score -274861.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -274866.593750 Penalty: 783.969116
	Iteration 20F: 3 clusters Score -274866.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -274871.968750 Penalty: 783.969116
	Iteration 21Q: 3 clusters Score -274872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -274877.343750 Penalty: 783.969116
	Iteration 22Q: 3 clusters Score -274877.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -274882.031250 Penalty: 783.969116
	Iteration 23Q: 3 clusters Score -274882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -274888.093750 Penalty: 783.969116
	Iteration 24Q: 3 clusters Score -274888.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -274893.750000 Penalty: 783.969116
	Iteration 25Q: 3 clusters Score -274893.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -274900.093750 Penalty: 783.969116
	Iteration 26Q: 3 clusters Score -274900.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -274905.312500 Penalty: 783.969116
	Iteration 27Q: 3 clusters Score -274905.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -274907.937500 Penalty: 783.969116
	Iteration 28Q: 3 clusters Score -274907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -274908.937500 Penalty: 783.969116
	Iteration 29Q: 3 clusters Score -274908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -274911.031250 Penalty: 783.969116
	Iteration 30Q: 3 clusters Score -274911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -274914.281250 Penalty: 783.969116
	Iteration 31Q: 3 clusters Score -274914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -274917.312500 Penalty: 783.969116
	Iteration 32Q: 3 clusters Score -274917.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -274920.250000 Penalty: 783.969116
	Iteration 33Q: 3 clusters Score -274920.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -274922.843750 Penalty: 783.969116
	Iteration 34Q: 3 clusters Score -274922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -274928.062500 Penalty: 783.969116
	Iteration 35Q: 3 clusters Score -274928.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -274934.125000 Penalty: 783.969116
	Iteration 36Q: 3 clusters Score -274934.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -274940.968750 Penalty: 783.969116
	Iteration 37Q: 3 clusters Score -274941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -274949.093750 Penalty: 783.969116
	Iteration 38Q: 3 clusters Score -274949.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -274956.375000 Penalty: 783.969116
	Iteration 39Q: 3 clusters Score -274956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -274958.093750 Penalty: 783.969116
	Iteration 40F: 3 clusters Score -274958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -274959.781250 Penalty: 783.969116
	Iteration 41Q: 3 clusters Score -274959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -274961.968750 Penalty: 783.969116
	Iteration 42Q: 3 clusters Score -274962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -274964.000000 Penalty: 783.969116
	Iteration 43Q: 3 clusters Score -274964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -274965.875000 Penalty: 783.969116
	Iteration 44Q: 3 clusters Score -274965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -274966.937500 Penalty: 783.969116
	Iteration 45Q: 3 clusters Score -274966.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -274969.125000 Penalty: 783.969116
	Iteration 46Q: 3 clusters Score -274969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -274971.437500 Penalty: 783.969116
	Iteration 47Q: 3 clusters Score -274971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -274972.000000 Penalty: 783.969116
	Iteration 48Q: 3 clusters Score -274972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -274972.062500 Penalty: 783.969116
	Iteration 49Q: 3 clusters Score -274972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -274973.562500 Penalty: 783.969116
	Iteration 50Q: 3 clusters Score -274973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -274974.781250 Penalty: 783.969116
	Iteration 51Q: 3 clusters Score -274974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -274975.906250 Penalty: 783.969116
	Iteration 52Q: 3 clusters Score -274975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -274977.375000 Penalty: 783.969116
	Iteration 53Q: 3 clusters Score -274977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -274978.406250 Penalty: 783.969116
	Iteration 54Q: 3 clusters Score -274978.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -274978.968750 Penalty: 783.969116
	Iteration 55Q: 3 clusters Score -274979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -274979.906250 Penalty: 783.969116
	Iteration 56Q: 3 clusters Score -274979.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -274979.906250 Penalty: 783.969116
	Iteration 57F: 3 clusters Score -274979.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Entering Unmasked Estep 
Score: -466826.281250 Penalty: 419.563782
	Iteration 0F: 2 clusters Score -466826.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -460193.093750 Penalty: 839.127563
	Iteration 0F: 3 clusters Score -460193.1 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -465069.750000 Penalty: 839.127563
	Iteration 1F: 3 clusters Score -465069.8 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -466317.875000 Penalty: 839.127563
	Iteration 2F: 3 clusters Score -466317.9 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -467139.750000 Penalty: 839.127563
	Iteration 3F: 3 clusters Score -467139.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -467550.562500 Penalty: 839.127563
	Iteration 4F: 3 clusters Score -467550.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -467975.562500 Penalty: 839.127563
	Iteration 5Q: 3 clusters Score -467975.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -468465.500000 Penalty: 839.127563
	Iteration 6Q: 3 clusters Score -468465.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -468685.312500 Penalty: 839.127563
	Iteration 7Q: 3 clusters Score -468685.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -468800.000000 Penalty: 839.127563
	Iteration 8Q: 3 clusters Score -468800 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -468864.656250 Penalty: 839.127563
	Iteration 9Q: 3 clusters Score -468864.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -468911.750000 Penalty: 839.127563
	Iteration 10Q: 3 clusters Score -468911.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -468947.500000 Penalty: 839.127563
	Iteration 11Q: 3 clusters Score -468947.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -468978.312500 Penalty: 839.127563
	Iteration 12Q: 3 clusters Score -468978.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -469001.531250 Penalty: 839.127563
	Iteration 13Q: 3 clusters Score -469001.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -469029.968750 Penalty: 839.127563
	Iteration 14Q: 3 clusters Score -469030 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -469061.000000 Penalty: 839.127563
	Iteration 15Q: 3 clusters Score -469061 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -469092.937500 Penalty: 839.127563
	Iteration 16Q: 3 clusters Score -469092.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -469120.156250 Penalty: 839.127563
	Iteration 17Q: 3 clusters Score -469120.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -469156.250000 Penalty: 839.127563
	Iteration 18Q: 3 clusters Score -469156.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -469190.125000 Penalty: 839.127563
	Iteration 19Q: 3 clusters Score -469190.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -469220.187500 Penalty: 839.127563
	Iteration 20F: 3 clusters Score -469220.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -469256.531250 Penalty: 839.127563
	Iteration 21Q: 3 clusters Score -469256.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -469308.156250 Penalty: 839.127563
	Iteration 22Q: 3 clusters Score -469308.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -469377.625000 Penalty: 839.127563
	Iteration 23Q: 3 clusters Score -469377.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -469474.968750 Penalty: 839.127563
	Iteration 24Q: 3 clusters Score -469475 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -469596.906250 Penalty: 839.127563
	Iteration 25Q: 3 clusters Score -469596.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -469685.468750 Penalty: 839.127563
	Iteration 26Q: 3 clusters Score -469685.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -469724.718750 Penalty: 839.127563
	Iteration 27Q: 3 clusters Score -469724.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -469762.531250 Penalty: 839.127563
	Iteration 28Q: 3 clusters Score -469762.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -469782.000000 Penalty: 839.127563
	Iteration 29Q: 3 clusters Score -469782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -469795.937500 Penalty: 839.127563
	Iteration 30Q: 3 clusters Score -469795.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -469802.187500 Penalty: 839.127563
	Iteration 31Q: 3 clusters Score -469802.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -469807.718750 Penalty: 839.127563
	Iteration 32Q: 3 clusters Score -469807.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -469814.312500 Penalty: 839.127563
	Iteration 33Q: 3 clusters Score -469814.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -469817.562500 Penalty: 839.127563
	Iteration 34Q: 3 clusters Score -469817.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -469820.062500 Penalty: 839.127563
	Iteration 35Q: 3 clusters Score -469820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -469820.437500 Penalty: 839.127563
	Iteration 36Q: 3 clusters Score -469820.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -469820.500000 Penalty: 839.127563
	Iteration 37Q: 3 clusters Score -469820.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -469824.500000 Penalty: 839.127563
	Iteration 38Q: 3 clusters Score -469824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -469823.218750 Penalty: 839.127563
	Iteration 39Q: 3 clusters Score -469823.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -469825.656250 Penalty: 839.127563
	Iteration 40F: 3 clusters Score -469825.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -469827.000000 Penalty: 839.127563
	Iteration 41Q: 3 clusters Score -469827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -469825.718750 Penalty: 839.127563
	Iteration 42Q: 3 clusters Score -469825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -469826.843750 Penalty: 839.127563
	Iteration 43Q: 3 clusters Score -469826.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -469826.750000 Penalty: 839.127563
	Iteration 44Q: 3 clusters Score -469826.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -469826.031250 Penalty: 839.127563
	Iteration 45Q: 3 clusters Score -469826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -469827.968750 Penalty: 839.127563
	Iteration 46Q: 3 clusters Score -469828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -469829.218750 Penalty: 839.127563
	Iteration 47Q: 3 clusters Score -469829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -469830.281250 Penalty: 839.127563
	Iteration 48Q: 3 clusters Score -469830.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -469831.218750 Penalty: 839.127563
	Iteration 49Q: 3 clusters Score -469831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -469831.906250 Penalty: 839.127563
	Iteration 50Q: 3 clusters Score -469831.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -469831.437500 Penalty: 839.127563
	Iteration 51Q: 3 clusters Score -469831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -469830.562500 Penalty: 839.127563
	Iteration 52Q: 3 clusters Score -469830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -469831.906250 Penalty: 839.127563
	Iteration 53Q: 3 clusters Score -469831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -469830.875000 Penalty: 839.127563
	Iteration 54Q: 3 clusters Score -469830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -469830.875000 Penalty: 839.127563
	Iteration 55F: 3 clusters Score -469830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 238660 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Mstep: Class 42 contains 78 members 
Mstep: Class 43 contains 8944 members 
Entering Unmasked Estep 
Score: -90604456.000000 Penalty: 28352.289062
Splitting cluster 24 changes total score from -90601664.000000 to -90604456.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 25 (238660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238660 members 
Entering Unmasked Estep 
Score: -11857061.000000 Penalty: 563.417175
	Iteration 0F: 2 clusters Score -1.185706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119526 members 
Mstep: Class 2 contains 119134 members 
Entering Unmasked Estep 
Score: -11713798.000000 Penalty: 1126.834351
	Iteration 0F: 3 clusters Score -1.17138e+07 nChanged 117529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120473 members 
Mstep: Class 2 contains 118187 members 
Entering Unmasked Estep 
Score: -11787468.000000 Penalty: 1126.834351
	Iteration 1F: 3 clusters Score -1.178747e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121467 members 
Mstep: Class 2 contains 117193 members 
Entering Unmasked Estep 
Score: -11791355.000000 Penalty: 1126.834351
	Iteration 2Q: 3 clusters Score -1.179136e+07 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123210 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -11797541.000000 Penalty: 1126.834351
	Iteration 3F: 3 clusters Score -1.179754e+07 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125350 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -11806492.000000 Penalty: 1126.834351
	Iteration 4F: 3 clusters Score -1.180649e+07 nChanged 16408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127264 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -11819712.000000 Penalty: 1126.834351
	Iteration 5F: 3 clusters Score -1.181971e+07 nChanged 17317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127633 members 
Mstep: Class 2 contains 111027 members 
Entering Unmasked Estep 
Score: -11835226.000000 Penalty: 1126.834351
	Iteration 6F: 3 clusters Score -1.183523e+07 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126415 members 
Mstep: Class 2 contains 112245 members 
Entering Unmasked Estep 
Score: -11845368.000000 Penalty: 1126.834351
	Iteration 7F: 3 clusters Score -1.184537e+07 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124636 members 
Mstep: Class 2 contains 114024 members 
Entering Unmasked Estep 
Score: -11850468.000000 Penalty: 1126.834351
	Iteration 8Q: 3 clusters Score -1.185047e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122878 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -11854357.000000 Penalty: 1126.834351
	Iteration 9Q: 3 clusters Score -1.185436e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121484 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -11858154.000000 Penalty: 1126.834351
	Iteration 10Q: 3 clusters Score -1.185815e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120214 members 
Mstep: Class 2 contains 118446 members 
Entering Unmasked Estep 
Score: -11861253.000000 Penalty: 1126.834351
	Iteration 11Q: 3 clusters Score -1.186125e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119218 members 
Mstep: Class 2 contains 119442 members 
Entering Unmasked Estep 
Score: -11863566.000000 Penalty: 1126.834351
	Iteration 12Q: 3 clusters Score -1.186357e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118392 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -11865249.000000 Penalty: 1126.834351
	Iteration 13Q: 3 clusters Score -1.186525e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117493 members 
Mstep: Class 2 contains 121167 members 
Entering Unmasked Estep 
Score: -11866361.000000 Penalty: 1126.834351
	Iteration 14Q: 3 clusters Score -1.186636e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116540 members 
Mstep: Class 2 contains 122120 members 
Entering Unmasked Estep 
Score: -11867006.000000 Penalty: 1126.834351
	Iteration 15Q: 3 clusters Score -1.186701e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115715 members 
Mstep: Class 2 contains 122945 members 
Entering Unmasked Estep 
Score: -11867332.000000 Penalty: 1126.834351
	Iteration 16Q: 3 clusters Score -1.186733e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 123943 members 
Entering Unmasked Estep 
Score: -11867479.000000 Penalty: 1126.834351
	Iteration 17Q: 3 clusters Score -1.186748e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113709 members 
Mstep: Class 2 contains 124951 members 
Entering Unmasked Estep 
Score: -11867542.000000 Penalty: 1126.834351
	Iteration 18Q: 3 clusters Score -1.186754e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112493 members 
Mstep: Class 2 contains 126167 members 
Entering Unmasked Estep 
Score: -11867701.000000 Penalty: 1126.834351
	Iteration 19Q: 3 clusters Score -1.18677e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111286 members 
Mstep: Class 2 contains 127374 members 
Entering Unmasked Estep 
Score: -11867787.000000 Penalty: 1126.834351
	Iteration 20F: 3 clusters Score -1.186779e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 128592 members 
Entering Unmasked Estep 
Score: -11867850.000000 Penalty: 1126.834351
	Iteration 21Q: 3 clusters Score -1.186785e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108908 members 
Mstep: Class 2 contains 129752 members 
Entering Unmasked Estep 
Score: -11867959.000000 Penalty: 1126.834351
	Iteration 22Q: 3 clusters Score -1.186796e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 130972 members 
Entering Unmasked Estep 
Score: -11867893.000000 Penalty: 1126.834351
	Iteration 23Q: 3 clusters Score -1.186789e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106532 members 
Mstep: Class 2 contains 132128 members 
Entering Unmasked Estep 
Score: -11867936.000000 Penalty: 1126.834351
	Iteration 24Q: 3 clusters Score -1.186794e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Mstep: Class 2 contains 133200 members 
Entering Unmasked Estep 
Score: -11867939.000000 Penalty: 1126.834351
	Iteration 25Q: 3 clusters Score -1.186794e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104321 members 
Mstep: Class 2 contains 134339 members 
Entering Unmasked Estep 
Score: -11867948.000000 Penalty: 1126.834351
	Iteration 26Q: 3 clusters Score -1.186795e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103112 members 
Mstep: Class 2 contains 135548 members 
Entering Unmasked Estep 
Score: -11867964.000000 Penalty: 1126.834351
	Iteration 27Q: 3 clusters Score -1.186796e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 136836 members 
Entering Unmasked Estep 
Score: -11867940.000000 Penalty: 1126.834351
	Iteration 28Q: 3 clusters Score -1.186794e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100457 members 
Mstep: Class 2 contains 138203 members 
Entering Unmasked Estep 
Score: -11867765.000000 Penalty: 1126.834351
	Iteration 29Q: 3 clusters Score -1.186776e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99105 members 
Mstep: Class 2 contains 139555 members 
Entering Unmasked Estep 
Score: -11867825.000000 Penalty: 1126.834351
	Iteration 30Q: 3 clusters Score -1.186782e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 140844 members 
Entering Unmasked Estep 
Score: -11867890.000000 Penalty: 1126.834351
	Iteration 31Q: 3 clusters Score -1.186789e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 142088 members 
Entering Unmasked Estep 
Score: -11867988.000000 Penalty: 1126.834351
	Iteration 32Q: 3 clusters Score -1.186799e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 143200 members 
Entering Unmasked Estep 
Score: -11868009.000000 Penalty: 1126.834351
	Iteration 33Q: 3 clusters Score -1.186801e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 144310 members 
Entering Unmasked Estep 
Score: -11868027.000000 Penalty: 1126.834351
	Iteration 34Q: 3 clusters Score -1.186803e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 145446 members 
Entering Unmasked Estep 
Score: -11868121.000000 Penalty: 1126.834351
	Iteration 35Q: 3 clusters Score -1.186812e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92198 members 
Mstep: Class 2 contains 146462 members 
Entering Unmasked Estep 
Score: -11868207.000000 Penalty: 1126.834351
	Iteration 36Q: 3 clusters Score -1.186821e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 147334 members 
Entering Unmasked Estep 
Score: -11868214.000000 Penalty: 1126.834351
	Iteration 37Q: 3 clusters Score -1.186821e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 148185 members 
Entering Unmasked Estep 
Score: -11868269.000000 Penalty: 1126.834351
	Iteration 38Q: 3 clusters Score -1.186827e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 148878 members 
Entering Unmasked Estep 
Score: -11868340.000000 Penalty: 1126.834351
	Iteration 39Q: 3 clusters Score -1.186834e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 149648 members 
Entering Unmasked Estep 
Score: -11868344.000000 Penalty: 1126.834351
	Iteration 40F: 3 clusters Score -1.186834e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88357 members 
Mstep: Class 2 contains 150303 members 
Entering Unmasked Estep 
Score: -11868429.000000 Penalty: 1126.834351
	Iteration 41Q: 3 clusters Score -1.186843e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 150944 members 
Entering Unmasked Estep 
Score: -11868440.000000 Penalty: 1126.834351
	Iteration 42Q: 3 clusters Score -1.186844e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 151549 members 
Entering Unmasked Estep 
Score: -11868507.000000 Penalty: 1126.834351
	Iteration 43Q: 3 clusters Score -1.186851e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 152107 members 
Entering Unmasked Estep 
Score: -11868554.000000 Penalty: 1126.834351
	Iteration 44Q: 3 clusters Score -1.186855e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86091 members 
Mstep: Class 2 contains 152569 members 
Entering Unmasked Estep 
Score: -11868607.000000 Penalty: 1126.834351
	Iteration 45Q: 3 clusters Score -1.186861e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -11868595.000000 Penalty: 1126.834351
	Iteration 46Q: 3 clusters Score -1.18686e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -11868605.000000 Penalty: 1126.834351
	Iteration 47Q: 3 clusters Score -1.18686e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 153977 members 
Entering Unmasked Estep 
Score: -11868655.000000 Penalty: 1126.834351
	Iteration 48Q: 3 clusters Score -1.186866e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 154331 members 
Entering Unmasked Estep 
Score: -11868624.000000 Penalty: 1126.834351
	Iteration 49Q: 3 clusters Score -1.186862e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 154677 members 
Entering Unmasked Estep 
Score: -11868649.000000 Penalty: 1126.834351
	Iteration 50Q: 3 clusters Score -1.186865e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 154977 members 
Entering Unmasked Estep 
Score: -11868661.000000 Penalty: 1126.834351
	Iteration 51Q: 3 clusters Score -1.186866e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 155284 members 
Entering Unmasked Estep 
Score: -11868708.000000 Penalty: 1126.834351
	Iteration 52Q: 3 clusters Score -1.186871e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 155537 members 
Entering Unmasked Estep 
Score: -11868712.000000 Penalty: 1126.834351
	Iteration 53Q: 3 clusters Score -1.186871e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 155719 members 
Entering Unmasked Estep 
Score: -11868737.000000 Penalty: 1126.834351
	Iteration 54Q: 3 clusters Score -1.186874e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 155839 members 
Entering Unmasked Estep 
Score: -11868762.000000 Penalty: 1126.834351
	Iteration 55Q: 3 clusters Score -1.186876e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 155967 members 
Entering Unmasked Estep 
Score: -11868732.000000 Penalty: 1126.834351
	Iteration 56Q: 3 clusters Score -1.186873e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 156188 members 
Entering Unmasked Estep 
Score: -11868726.000000 Penalty: 1126.834351
	Iteration 57Q: 3 clusters Score -1.186873e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -11868774.000000 Penalty: 1126.834351
	Iteration 58Q: 3 clusters Score -1.186877e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 156702 members 
Entering Unmasked Estep 
Score: -11868799.000000 Penalty: 1126.834351
	Iteration 59Q: 3 clusters Score -1.18688e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 156886 members 
Entering Unmasked Estep 
Score: -11868800.000000 Penalty: 1126.834351
	Iteration 60F: 3 clusters Score -1.18688e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 157036 members 
Entering Unmasked Estep 
Score: -11868784.000000 Penalty: 1126.834351
	Iteration 61Q: 3 clusters Score -1.186878e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 157169 members 
Entering Unmasked Estep 
Score: -11868790.000000 Penalty: 1126.834351
	Iteration 62Q: 3 clusters Score -1.186879e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 157271 members 
Entering Unmasked Estep 
Score: -11868789.000000 Penalty: 1126.834351
	Iteration 63Q: 3 clusters Score -1.186879e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81335 members 
Mstep: Class 2 contains 157325 members 
Entering Unmasked Estep 
Score: -11868778.000000 Penalty: 1126.834351
	Iteration 64Q: 3 clusters Score -1.186878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 157358 members 
Entering Unmasked Estep 
Score: -11868772.000000 Penalty: 1126.834351
	Iteration 65Q: 3 clusters Score -1.186877e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 157376 members 
Entering Unmasked Estep 
Score: -11868790.000000 Penalty: 1126.834351
	Iteration 66Q: 3 clusters Score -1.186879e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 157405 members 
Entering Unmasked Estep 
Score: -11868784.000000 Penalty: 1126.834351
	Iteration 67Q: 3 clusters Score -1.186878e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 157438 members 
Entering Unmasked Estep 
Score: -11868793.000000 Penalty: 1126.834351
	Iteration 68Q: 3 clusters Score -1.186879e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -11868797.000000 Penalty: 1126.834351
	Iteration 69Q: 3 clusters Score -1.18688e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81112 members 
Mstep: Class 2 contains 157548 members 
Entering Unmasked Estep 
Score: -11868788.000000 Penalty: 1126.834351
	Iteration 70Q: 3 clusters Score -1.186879e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 157604 members 
Entering Unmasked Estep 
Score: -11868763.000000 Penalty: 1126.834351
	Iteration 71Q: 3 clusters Score -1.186876e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 157666 members 
Entering Unmasked Estep 
Score: -11868784.000000 Penalty: 1126.834351
	Iteration 72Q: 3 clusters Score -1.186878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 157712 members 
Entering Unmasked Estep 
Score: -11868783.000000 Penalty: 1126.834351
	Iteration 73Q: 3 clusters Score -1.186878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -11868778.000000 Penalty: 1126.834351
	Iteration 74Q: 3 clusters Score -1.186878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 157800 members 
Entering Unmasked Estep 
Score: -11868781.000000 Penalty: 1126.834351
	Iteration 75Q: 3 clusters Score -1.186878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 157815 members 
Entering Unmasked Estep 
Score: -11868780.000000 Penalty: 1126.834351
	Iteration 76Q: 3 clusters Score -1.186878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80827 members 
Mstep: Class 2 contains 157833 members 
Entering Unmasked Estep 
Score: -11868780.000000 Penalty: 1126.834351
	Iteration 77Q: 3 clusters Score -1.186878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 157850 members 
Entering Unmasked Estep 
Score: -11868791.000000 Penalty: 1126.834351
	Iteration 78Q: 3 clusters Score -1.186879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 157869 members 
Entering Unmasked Estep 
Score: -11868795.000000 Penalty: 1126.834351
	Iteration 79Q: 3 clusters Score -1.18688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 157895 members 
Entering Unmasked Estep 
Score: -11868796.000000 Penalty: 1126.834351
	Iteration 80F: 3 clusters Score -1.18688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -11868800.000000 Penalty: 1126.834351
	Iteration 81Q: 3 clusters Score -1.18688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -11868799.000000 Penalty: 1126.834351
	Iteration 82Q: 3 clusters Score -1.18688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 157940 members 
Entering Unmasked Estep 
Score: -11868817.000000 Penalty: 1126.834351
	Iteration 83Q: 3 clusters Score -1.186882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 157959 members 
Entering Unmasked Estep 
Score: -11868818.000000 Penalty: 1126.834351
	Iteration 84Q: 3 clusters Score -1.186882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80674 members 
Mstep: Class 2 contains 157986 members 
Entering Unmasked Estep 
Score: -11868801.000000 Penalty: 1126.834351
	Iteration 85Q: 3 clusters Score -1.18688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 158012 members 
Entering Unmasked Estep 
Score: -11868806.000000 Penalty: 1126.834351
	Iteration 86Q: 3 clusters Score -1.186881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -11868807.000000 Penalty: 1126.834351
	Iteration 87Q: 3 clusters Score -1.186881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 158009 members 
Entering Unmasked Estep 
Score: -11868805.000000 Penalty: 1126.834351
	Iteration 88Q: 3 clusters Score -1.18688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 158016 members 
Entering Unmasked Estep 
Score: -11868805.000000 Penalty: 1126.834351
	Iteration 89Q: 3 clusters Score -1.18688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -11868813.000000 Penalty: 1126.834351
	Iteration 90Q: 3 clusters Score -1.186881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 158029 members 
Entering Unmasked Estep 
Score: -11868804.000000 Penalty: 1126.834351
	Iteration 91Q: 3 clusters Score -1.18688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 158032 members 
Entering Unmasked Estep 
Score: -11868803.000000 Penalty: 1126.834351
	Iteration 92Q: 3 clusters Score -1.18688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -11868799.000000 Penalty: 1126.834351
	Iteration 93Q: 3 clusters Score -1.18688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -11868799.000000 Penalty: 1126.834351
	Iteration 94F: 3 clusters Score -1.18688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 80626 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Mstep: Class 42 contains 78 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 158034 members 
Entering Unmasked Estep 
Score: -90613160.000000 Penalty: 29011.644531
Splitting cluster 25 changes total score from -90601664.000000 to -90613160.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -16103.627930 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -16103.63 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 232 members 
Entering Unmasked Estep 
Score: -15642.729492 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -15642.73 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15825.755859 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -15825.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15911.137695 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -15911.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -15958.178711 Penalty: 557.545105
	Iteration 3F: 3 clusters Score -15958.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15971.396484 Penalty: 557.545105
	Iteration 4Q: 3 clusters Score -15971.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15978.368164 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -15978.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15986.625000 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -15986.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -15991.291016 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -15991.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15992.165039 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -15992.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15993.051758 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -15993.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15993.311523 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -15993.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15993.311523 Penalty: 557.545105
	Iteration 11F: 3 clusters Score -15993.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -54479.449219 Penalty: 319.661987
	Iteration 0F: 2 clusters Score -54479.45 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 573 members 
Entering Unmasked Estep 
Score: -53596.746094 Penalty: 639.323975
	Iteration 0F: 3 clusters Score -53596.75 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -53872.957031 Penalty: 639.323975
	Iteration 1F: 3 clusters Score -53872.96 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -53908.335938 Penalty: 639.323975
	Iteration 2F: 3 clusters Score -53908.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -53940.347656 Penalty: 639.323975
	Iteration 3Q: 3 clusters Score -53940.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -53973.929688 Penalty: 639.323975
	Iteration 4Q: 3 clusters Score -53973.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -53995.558594 Penalty: 639.323975
	Iteration 5Q: 3 clusters Score -53995.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -54013.531250 Penalty: 639.323975
	Iteration 6Q: 3 clusters Score -54013.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -54023.664062 Penalty: 639.323975
	Iteration 7Q: 3 clusters Score -54023.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -54033.660156 Penalty: 639.323975
	Iteration 8Q: 3 clusters Score -54033.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -54048.621094 Penalty: 639.323975
	Iteration 9Q: 3 clusters Score -54048.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -54062.687500 Penalty: 639.323975
	Iteration 10Q: 3 clusters Score -54062.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -54077.578125 Penalty: 639.323975
	Iteration 11Q: 3 clusters Score -54077.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -54095.054688 Penalty: 639.323975
	Iteration 12Q: 3 clusters Score -54095.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -54108.757812 Penalty: 639.323975
	Iteration 13Q: 3 clusters Score -54108.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -54118.511719 Penalty: 639.323975
	Iteration 14Q: 3 clusters Score -54118.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -54125.039062 Penalty: 639.323975
	Iteration 15Q: 3 clusters Score -54125.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -54132.941406 Penalty: 639.323975
	Iteration 16Q: 3 clusters Score -54132.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -54141.371094 Penalty: 639.323975
	Iteration 17Q: 3 clusters Score -54141.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -54145.296875 Penalty: 639.323975
	Iteration 18Q: 3 clusters Score -54145.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -54148.531250 Penalty: 639.323975
	Iteration 19Q: 3 clusters Score -54148.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -54150.367188 Penalty: 639.323975
	Iteration 20F: 3 clusters Score -54150.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -54152.683594 Penalty: 639.323975
	Iteration 21Q: 3 clusters Score -54152.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -54154.601562 Penalty: 639.323975
	Iteration 22Q: 3 clusters Score -54154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -54155.906250 Penalty: 639.323975
	Iteration 23Q: 3 clusters Score -54155.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -54156.734375 Penalty: 639.323975
	Iteration 24Q: 3 clusters Score -54156.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -54158.667969 Penalty: 639.323975
	Iteration 25Q: 3 clusters Score -54158.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -54161.484375 Penalty: 639.323975
	Iteration 26Q: 3 clusters Score -54161.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -54163.519531 Penalty: 639.323975
	Iteration 27Q: 3 clusters Score -54163.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -54164.421875 Penalty: 639.323975
	Iteration 28Q: 3 clusters Score -54164.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -54165.253906 Penalty: 639.323975
	Iteration 29Q: 3 clusters Score -54165.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -54166.410156 Penalty: 639.323975
	Iteration 30Q: 3 clusters Score -54166.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -54167.843750 Penalty: 639.323975
	Iteration 31Q: 3 clusters Score -54167.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -54169.519531 Penalty: 639.323975
	Iteration 32Q: 3 clusters Score -54169.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -54171.847656 Penalty: 639.323975
	Iteration 33Q: 3 clusters Score -54171.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -54174.585938 Penalty: 639.323975
	Iteration 34Q: 3 clusters Score -54174.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -54176.054688 Penalty: 639.323975
	Iteration 35Q: 3 clusters Score -54176.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -54180.003906 Penalty: 639.323975
	Iteration 36Q: 3 clusters Score -54180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -54182.441406 Penalty: 639.323975
	Iteration 37Q: 3 clusters Score -54182.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -54183.867188 Penalty: 639.323975
	Iteration 38Q: 3 clusters Score -54183.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -54184.257812 Penalty: 639.323975
	Iteration 39Q: 3 clusters Score -54184.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -54184.488281 Penalty: 639.323975
	Iteration 40F: 3 clusters Score -54184.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -183877.546875 Penalty: 379.021362
	Iteration 0F: 2 clusters Score -183877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -180996.484375 Penalty: 758.042725
	Iteration 0F: 3 clusters Score -180996.5 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -182258.390625 Penalty: 758.042725
	Iteration 1F: 3 clusters Score -182258.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -182692.375000 Penalty: 758.042725
	Iteration 2F: 3 clusters Score -182692.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -183172.093750 Penalty: 758.042725
	Iteration 3F: 3 clusters Score -183172.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -183593.468750 Penalty: 758.042725
	Iteration 4F: 3 clusters Score -183593.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -183821.093750 Penalty: 758.042725
	Iteration 5F: 3 clusters Score -183821.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -183907.375000 Penalty: 758.042725
	Iteration 6Q: 3 clusters Score -183907.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183945.015625 Penalty: 758.042725
	Iteration 7Q: 3 clusters Score -183945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -183962.562500 Penalty: 758.042725
	Iteration 8Q: 3 clusters Score -183962.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -183970.734375 Penalty: 758.042725
	Iteration 9Q: 3 clusters Score -183970.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -183977.406250 Penalty: 758.042725
	Iteration 10Q: 3 clusters Score -183977.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -183979.562500 Penalty: 758.042725
	Iteration 11Q: 3 clusters Score -183979.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -183980.468750 Penalty: 758.042725
	Iteration 12Q: 3 clusters Score -183980.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -183981.703125 Penalty: 758.042725
	Iteration 13Q: 3 clusters Score -183981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -183982.921875 Penalty: 758.042725
	Iteration 14Q: 3 clusters Score -183982.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -183985.359375 Penalty: 758.042725
	Iteration 15Q: 3 clusters Score -183985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -183986.781250 Penalty: 758.042725
	Iteration 16Q: 3 clusters Score -183986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -183987.718750 Penalty: 758.042725
	Iteration 17Q: 3 clusters Score -183987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -183988.203125 Penalty: 758.042725
	Iteration 18Q: 3 clusters Score -183988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -183988.578125 Penalty: 758.042725
	Iteration 19Q: 3 clusters Score -183988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -183988.578125 Penalty: 758.042725
	Iteration 20F: 3 clusters Score -183988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 80626 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Mstep: Class 42 contains 78 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 158034 members 
Mstep: Class 45 contains 675 members 
Entering Unmasked Estep 
Score: -90612960.000000 Penalty: 29671.000000
Splitting cluster 28 changes total score from -90601664.000000 to -90612960.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 29 (3486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Entering Unmasked Estep 
Score: -165861.937500 Penalty: 371.121216
	Iteration 0F: 2 clusters Score -165861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -163490.390625 Penalty: 742.242432
	Iteration 0F: 3 clusters Score -163490.4 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -164437.281250 Penalty: 742.242432
	Iteration 1F: 3 clusters Score -164437.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -164631.812500 Penalty: 742.242432
	Iteration 2F: 3 clusters Score -164631.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -164810.328125 Penalty: 742.242432
	Iteration 3F: 3 clusters Score -164810.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -165002.359375 Penalty: 742.242432
	Iteration 4F: 3 clusters Score -165002.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -165130.562500 Penalty: 742.242432
	Iteration 5F: 3 clusters Score -165130.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -165195.812500 Penalty: 742.242432
	Iteration 6Q: 3 clusters Score -165195.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -165231.437500 Penalty: 742.242432
	Iteration 7Q: 3 clusters Score -165231.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -165263.156250 Penalty: 742.242432
	Iteration 8Q: 3 clusters Score -165263.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -165287.421875 Penalty: 742.242432
	Iteration 9Q: 3 clusters Score -165287.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -165305.968750 Penalty: 742.242432
	Iteration 10Q: 3 clusters Score -165306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -165324.453125 Penalty: 742.242432
	Iteration 11Q: 3 clusters Score -165324.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -165338.906250 Penalty: 742.242432
	Iteration 12Q: 3 clusters Score -165338.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -165354.093750 Penalty: 742.242432
	Iteration 13Q: 3 clusters Score -165354.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -165371.578125 Penalty: 742.242432
	Iteration 14Q: 3 clusters Score -165371.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -165379.234375 Penalty: 742.242432
	Iteration 15Q: 3 clusters Score -165379.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -165384.968750 Penalty: 742.242432
	Iteration 16Q: 3 clusters Score -165385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -165393.593750 Penalty: 742.242432
	Iteration 17Q: 3 clusters Score -165393.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -165400.984375 Penalty: 742.242432
	Iteration 18Q: 3 clusters Score -165401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -165407.343750 Penalty: 742.242432
	Iteration 19Q: 3 clusters Score -165407.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -165417.218750 Penalty: 742.242432
	Iteration 20F: 3 clusters Score -165417.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -165428.687500 Penalty: 742.242432
	Iteration 21Q: 3 clusters Score -165428.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -165437.718750 Penalty: 742.242432
	Iteration 22Q: 3 clusters Score -165437.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -165448.265625 Penalty: 742.242432
	Iteration 23Q: 3 clusters Score -165448.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -165458.828125 Penalty: 742.242432
	Iteration 24Q: 3 clusters Score -165458.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -165466.796875 Penalty: 742.242432
	Iteration 25Q: 3 clusters Score -165466.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -165470.515625 Penalty: 742.242432
	Iteration 26Q: 3 clusters Score -165470.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -165472.250000 Penalty: 742.242432
	Iteration 27Q: 3 clusters Score -165472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -165472.812500 Penalty: 742.242432
	Iteration 28Q: 3 clusters Score -165472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -165473.750000 Penalty: 742.242432
	Iteration 29Q: 3 clusters Score -165473.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -165475.515625 Penalty: 742.242432
	Iteration 30Q: 3 clusters Score -165475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -165475.781250 Penalty: 742.242432
	Iteration 31Q: 3 clusters Score -165475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -165476.562500 Penalty: 742.242432
	Iteration 32Q: 3 clusters Score -165476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -165476.906250 Penalty: 742.242432
	Iteration 33Q: 3 clusters Score -165476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -165476.937500 Penalty: 742.242432
	Iteration 34Q: 3 clusters Score -165476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -165476.906250 Penalty: 742.242432
	Iteration 35Q: 3 clusters Score -165476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -165476.906250 Penalty: 742.242432
	Iteration 36F: 3 clusters Score -165476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -82047.218750 Penalty: 338.204926
	Iteration 0F: 2 clusters Score -82047.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -80789.507812 Penalty: 676.409851
	Iteration 0F: 3 clusters Score -80789.51 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -81229.539062 Penalty: 676.409851
	Iteration 1F: 3 clusters Score -81229.54 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -81370.507812 Penalty: 676.409851
	Iteration 2F: 3 clusters Score -81370.51 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -81505.921875 Penalty: 676.409851
	Iteration 3F: 3 clusters Score -81505.92 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -81605.226562 Penalty: 676.409851
	Iteration 4F: 3 clusters Score -81605.23 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -81687.164062 Penalty: 676.409851
	Iteration 5F: 3 clusters Score -81687.16 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -81728.867188 Penalty: 676.409851
	Iteration 6Q: 3 clusters Score -81728.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -81756.875000 Penalty: 676.409851
	Iteration 7Q: 3 clusters Score -81756.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -81773.539062 Penalty: 676.409851
	Iteration 8Q: 3 clusters Score -81773.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -81780.046875 Penalty: 676.409851
	Iteration 9Q: 3 clusters Score -81780.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -81789.820312 Penalty: 676.409851
	Iteration 10Q: 3 clusters Score -81789.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -81801.453125 Penalty: 676.409851
	Iteration 11Q: 3 clusters Score -81801.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -81807.710938 Penalty: 676.409851
	Iteration 12Q: 3 clusters Score -81807.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -81811.328125 Penalty: 676.409851
	Iteration 13Q: 3 clusters Score -81811.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -81813.546875 Penalty: 676.409851
	Iteration 14Q: 3 clusters Score -81813.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -81815.296875 Penalty: 676.409851
	Iteration 15Q: 3 clusters Score -81815.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -81816.296875 Penalty: 676.409851
	Iteration 16Q: 3 clusters Score -81816.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -81817.632812 Penalty: 676.409851
	Iteration 17Q: 3 clusters Score -81817.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -81818.234375 Penalty: 676.409851
	Iteration 18Q: 3 clusters Score -81818.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -81819.187500 Penalty: 676.409851
	Iteration 19Q: 3 clusters Score -81819.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -81821.570312 Penalty: 676.409851
	Iteration 20F: 3 clusters Score -81821.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -81822.851562 Penalty: 676.409851
	Iteration 21Q: 3 clusters Score -81822.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -81823.148438 Penalty: 676.409851
	Iteration 22Q: 3 clusters Score -81823.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -81824.093750 Penalty: 676.409851
	Iteration 23Q: 3 clusters Score -81824.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -81824.093750 Penalty: 676.409851
	Iteration 24F: 3 clusters Score -81824.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -48790.433594 Penalty: 322.102905
	Iteration 0F: 2 clusters Score -48790.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -47966.492188 Penalty: 644.205811
	Iteration 0F: 3 clusters Score -47966.49 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49739.054688 Penalty: 644.205811
	Iteration 1F: 3 clusters Score -49739.05 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50133.507812 Penalty: 644.205811
	Iteration 2F: 3 clusters Score -50133.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50233.894531 Penalty: 644.205811
	Iteration 3Q: 3 clusters Score -50233.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50270.449219 Penalty: 644.205811
	Iteration 4Q: 3 clusters Score -50270.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50283.402344 Penalty: 644.205811
	Iteration 5Q: 3 clusters Score -50283.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50375.652344 Penalty: 644.205811
	Iteration 6Q: 3 clusters Score -50375.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50512.710938 Penalty: 644.205811
	Iteration 7Q: 3 clusters Score -50512.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50530.406250 Penalty: 644.205811
	Iteration 8Q: 3 clusters Score -50530.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50530.890625 Penalty: 644.205811
	Iteration 9Q: 3 clusters Score -50530.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50530.890625 Penalty: 644.205811
	Iteration 10F: 3 clusters Score -50530.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 80626 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 972 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Mstep: Class 42 contains 78 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 158034 members 
Mstep: Class 45 contains 675 members 
Mstep: Class 46 contains 215 members 
Entering Unmasked Estep 
Score: -90614632.000000 Penalty: 30330.355469
Splitting cluster 31 changes total score from -90601664.000000 to -90614632.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 32 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -8051.223633 Penalty: 256.056763
	Iteration 0F: 2 clusters Score -8051.224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7762.111816 Penalty: 512.113525
	Iteration 0F: 3 clusters Score -7762.112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8000.717285 Penalty: 512.113525
	Iteration 1F: 3 clusters Score -8000.717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8066.169922 Penalty: 512.113525
	Iteration 2F: 3 clusters Score -8066.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8080.517578 Penalty: 512.113525
	Iteration 3Q: 3 clusters Score -8080.518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8085.610352 Penalty: 512.113525
	Iteration 4Q: 3 clusters Score -8085.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8087.757812 Penalty: 512.113525
	Iteration 5Q: 3 clusters Score -8087.758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8088.817871 Penalty: 512.113525
	Iteration 6Q: 3 clusters Score -8088.818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8088.817871 Penalty: 512.113525
	Iteration 7F: 3 clusters Score -8088.818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 80626 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 972 members 
Mstep: Class 32 contains 55 members 
Mstep: Class 33 contains 201039 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Mstep: Class 42 contains 78 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 158034 members 
Mstep: Class 45 contains 675 members 
Mstep: Class 46 contains 215 members 
Mstep: Class 47 contains 223 members 
Entering Unmasked Estep 
Score: -90614184.000000 Penalty: 30989.710938
Splitting cluster 32 changes total score from -90601664.000000 to -90614184.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 33 (201039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201039 members 
Entering Unmasked Estep 
Score: -9956832.000000 Penalty: 555.612061
	Iteration 0F: 2 clusters Score -9956832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 100567 members 
Entering Unmasked Estep 
Score: -9823857.000000 Penalty: 1111.224121
	Iteration 0F: 3 clusters Score -9823857 nChanged 99309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100357 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -9886320.000000 Penalty: 1111.224121
	Iteration 1F: 3 clusters Score -9886320 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -9890918.000000 Penalty: 1111.224121
	Iteration 2Q: 3 clusters Score -9890918 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102697 members 
Mstep: Class 2 contains 98342 members 
Entering Unmasked Estep 
Score: -9899467.000000 Penalty: 1111.224121
	Iteration 3F: 3 clusters Score -9899467 nChanged 14760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -9913369.000000 Penalty: 1111.224121
	Iteration 4F: 3 clusters Score -9913369 nChanged 16547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 92105 members 
Entering Unmasked Estep 
Score: -9928714.000000 Penalty: 1111.224121
	Iteration 5F: 3 clusters Score -9928714 nChanged 14446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112676 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -9938997.000000 Penalty: 1111.224121
	Iteration 6F: 3 clusters Score -9938997 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116154 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -9943857.000000 Penalty: 1111.224121
	Iteration 7Q: 3 clusters Score -9943857 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119618 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -9946935.000000 Penalty: 1111.224121
	Iteration 8Q: 3 clusters Score -9946935 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123164 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -9949672.000000 Penalty: 1111.224121
	Iteration 9Q: 3 clusters Score -9949672 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126527 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -9952044.000000 Penalty: 1111.224121
	Iteration 10Q: 3 clusters Score -9952044 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129452 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -9953819.000000 Penalty: 1111.224121
	Iteration 11Q: 3 clusters Score -9953819 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131967 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -9955006.000000 Penalty: 1111.224121
	Iteration 12Q: 3 clusters Score -9955006 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134146 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -9955784.000000 Penalty: 1111.224121
	Iteration 13Q: 3 clusters Score -9955784 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136117 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -9956213.000000 Penalty: 1111.224121
	Iteration 14Q: 3 clusters Score -9956213 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138058 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -9956573.000000 Penalty: 1111.224121
	Iteration 15Q: 3 clusters Score -9956573 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139947 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -9956741.000000 Penalty: 1111.224121
	Iteration 16Q: 3 clusters Score -9956741 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141762 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -9956940.000000 Penalty: 1111.224121
	Iteration 17Q: 3 clusters Score -9956940 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143490 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -9957049.000000 Penalty: 1111.224121
	Iteration 18Q: 3 clusters Score -9957049 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145132 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -9957110.000000 Penalty: 1111.224121
	Iteration 19Q: 3 clusters Score -9957110 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146698 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -9957203.000000 Penalty: 1111.224121
	Iteration 20F: 3 clusters Score -9957203 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148242 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -9957268.000000 Penalty: 1111.224121
	Iteration 21Q: 3 clusters Score -9957268 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149800 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -9957322.000000 Penalty: 1111.224121
	Iteration 22Q: 3 clusters Score -9957322 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -9957333.000000 Penalty: 1111.224121
	Iteration 23Q: 3 clusters Score -9957333 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152911 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -9957447.000000 Penalty: 1111.224121
	Iteration 24Q: 3 clusters Score -9957447 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154384 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -9957515.000000 Penalty: 1111.224121
	Iteration 25Q: 3 clusters Score -9957515 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155796 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -9957618.000000 Penalty: 1111.224121
	Iteration 26Q: 3 clusters Score -9957618 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157194 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -9957640.000000 Penalty: 1111.224121
	Iteration 27Q: 3 clusters Score -9957640 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158528 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -9957703.000000 Penalty: 1111.224121
	Iteration 28Q: 3 clusters Score -9957703 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159946 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -9957806.000000 Penalty: 1111.224121
	Iteration 29Q: 3 clusters Score -9957806 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161390 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -9957915.000000 Penalty: 1111.224121
	Iteration 30Q: 3 clusters Score -9957915 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162838 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -9957979.000000 Penalty: 1111.224121
	Iteration 31Q: 3 clusters Score -9957979 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164301 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -9958006.000000 Penalty: 1111.224121
	Iteration 32Q: 3 clusters Score -9958006 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165743 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -9958127.000000 Penalty: 1111.224121
	Iteration 33Q: 3 clusters Score -9958127 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167199 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -9958235.000000 Penalty: 1111.224121
	Iteration 34Q: 3 clusters Score -9958235 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -9958350.000000 Penalty: 1111.224121
	Iteration 35Q: 3 clusters Score -9958350 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170064 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -9958505.000000 Penalty: 1111.224121
	Iteration 36Q: 3 clusters Score -9958505 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -9958483.000000 Penalty: 1111.224121
	Iteration 37Q: 3 clusters Score -9958483 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172826 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -9958524.000000 Penalty: 1111.224121
	Iteration 38Q: 3 clusters Score -9958524 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174222 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -9958551.000000 Penalty: 1111.224121
	Iteration 39Q: 3 clusters Score -9958551 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -9958678.000000 Penalty: 1111.224121
	Iteration 40F: 3 clusters Score -9958678 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176879 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -9958746.000000 Penalty: 1111.224121
	Iteration 41Q: 3 clusters Score -9958746 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178164 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -9958738.000000 Penalty: 1111.224121
	Iteration 42Q: 3 clusters Score -9958738 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179426 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -9958668.000000 Penalty: 1111.224121
	Iteration 43Q: 3 clusters Score -9958668 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180677 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -9958685.000000 Penalty: 1111.224121
	Iteration 44Q: 3 clusters Score -9958685 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181880 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -9958699.000000 Penalty: 1111.224121
	Iteration 45Q: 3 clusters Score -9958699 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183026 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -9958682.000000 Penalty: 1111.224121
	Iteration 46Q: 3 clusters Score -9958682 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -9958678.000000 Penalty: 1111.224121
	Iteration 47Q: 3 clusters Score -9958678 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185309 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -9958699.000000 Penalty: 1111.224121
	Iteration 48Q: 3 clusters Score -9958699 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186333 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -9958686.000000 Penalty: 1111.224121
	Iteration 49Q: 3 clusters Score -9958686 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187290 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -9958718.000000 Penalty: 1111.224121
	Iteration 50Q: 3 clusters Score -9958718 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188198 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -9958753.000000 Penalty: 1111.224121
	Iteration 51Q: 3 clusters Score -9958753 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189030 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -9958715.000000 Penalty: 1111.224121
	Iteration 52Q: 3 clusters Score -9958715 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189790 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -9958665.000000 Penalty: 1111.224121
	Iteration 53Q: 3 clusters Score -9958665 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190512 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -9958599.000000 Penalty: 1111.224121
	Iteration 54Q: 3 clusters Score -9958599 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191191 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -9958598.000000 Penalty: 1111.224121
	Iteration 55Q: 3 clusters Score -9958598 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191818 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -9958534.000000 Penalty: 1111.224121
	Iteration 56Q: 3 clusters Score -9958534 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192361 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -9958446.000000 Penalty: 1111.224121
	Iteration 57Q: 3 clusters Score -9958446 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192875 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -9958446.000000 Penalty: 1111.224121
	Iteration 58Q: 3 clusters Score -9958446 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193379 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -9958395.000000 Penalty: 1111.224121
	Iteration 59Q: 3 clusters Score -9958395 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193843 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -9958376.000000 Penalty: 1111.224121
	Iteration 60F: 3 clusters Score -9958376 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194261 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -9958304.000000 Penalty: 1111.224121
	Iteration 61Q: 3 clusters Score -9958304 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194612 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -9958227.000000 Penalty: 1111.224121
	Iteration 62Q: 3 clusters Score -9958227 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194950 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -9958170.000000 Penalty: 1111.224121
	Iteration 63Q: 3 clusters Score -9958170 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195266 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -9958147.000000 Penalty: 1111.224121
	Iteration 64Q: 3 clusters Score -9958147 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195541 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -9958053.000000 Penalty: 1111.224121
	Iteration 65Q: 3 clusters Score -9958053 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195800 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -9958002.000000 Penalty: 1111.224121
	Iteration 66Q: 3 clusters Score -9958002 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196031 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -9957971.000000 Penalty: 1111.224121
	Iteration 67Q: 3 clusters Score -9957971 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196231 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -9957992.000000 Penalty: 1111.224121
	Iteration 68Q: 3 clusters Score -9957992 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196415 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -9957937.000000 Penalty: 1111.224121
	Iteration 69Q: 3 clusters Score -9957937 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196603 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -9957902.000000 Penalty: 1111.224121
	Iteration 70Q: 3 clusters Score -9957902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196792 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -9957883.000000 Penalty: 1111.224121
	Iteration 71Q: 3 clusters Score -9957883 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196966 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -9957822.000000 Penalty: 1111.224121
	Iteration 72Q: 3 clusters Score -9957822 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197097 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -9957772.000000 Penalty: 1111.224121
	Iteration 73Q: 3 clusters Score -9957772 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197227 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9957686.000000 Penalty: 1111.224121
	Iteration 74Q: 3 clusters Score -9957686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197344 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -9957644.000000 Penalty: 1111.224121
	Iteration 75Q: 3 clusters Score -9957644 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197449 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -9957627.000000 Penalty: 1111.224121
	Iteration 76Q: 3 clusters Score -9957627 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197542 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -9957613.000000 Penalty: 1111.224121
	Iteration 77Q: 3 clusters Score -9957613 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197634 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -9957613.000000 Penalty: 1111.224121
	Iteration 78Q: 3 clusters Score -9957613 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197729 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -9957620.000000 Penalty: 1111.224121
	Iteration 79Q: 3 clusters Score -9957620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197827 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -9957632.000000 Penalty: 1111.224121
	Iteration 80F: 3 clusters Score -9957632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197929 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -9957637.000000 Penalty: 1111.224121
	Iteration 81Q: 3 clusters Score -9957637 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198032 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -9957641.000000 Penalty: 1111.224121
	Iteration 82Q: 3 clusters Score -9957641 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198123 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -9957604.000000 Penalty: 1111.224121
	Iteration 83Q: 3 clusters Score -9957604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198212 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -9957561.000000 Penalty: 1111.224121
	Iteration 84Q: 3 clusters Score -9957561 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198293 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -9957559.000000 Penalty: 1111.224121
	Iteration 85Q: 3 clusters Score -9957559 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198367 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -9957561.000000 Penalty: 1111.224121
	Iteration 86Q: 3 clusters Score -9957561 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198441 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9957562.000000 Penalty: 1111.224121
	Iteration 87Q: 3 clusters Score -9957562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198513 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -9957559.000000 Penalty: 1111.224121
	Iteration 88Q: 3 clusters Score -9957559 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198595 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -9957535.000000 Penalty: 1111.224121
	Iteration 89Q: 3 clusters Score -9957535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198661 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9957525.000000 Penalty: 1111.224121
	Iteration 90Q: 3 clusters Score -9957525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198716 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -9957530.000000 Penalty: 1111.224121
	Iteration 91Q: 3 clusters Score -9957530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198777 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9957515.000000 Penalty: 1111.224121
	Iteration 92Q: 3 clusters Score -9957515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198832 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9957497.000000 Penalty: 1111.224121
	Iteration 93Q: 3 clusters Score -9957497 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198900 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -9957487.000000 Penalty: 1111.224121
	Iteration 94Q: 3 clusters Score -9957487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198963 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9957445.000000 Penalty: 1111.224121
	Iteration 95Q: 3 clusters Score -9957445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199013 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -9957422.000000 Penalty: 1111.224121
	Iteration 96Q: 3 clusters Score -9957422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199056 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9957405.000000 Penalty: 1111.224121
	Iteration 97Q: 3 clusters Score -9957405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199092 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9957396.000000 Penalty: 1111.224121
	Iteration 98Q: 3 clusters Score -9957396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199116 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9957377.000000 Penalty: 1111.224121
	Iteration 99Q: 3 clusters Score -9957377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199130 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9957372.000000 Penalty: 1111.224121
	Iteration 100F: 3 clusters Score -9957372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199143 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9957362.000000 Penalty: 1111.224121
	Iteration 101Q: 3 clusters Score -9957362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199156 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -9957358.000000 Penalty: 1111.224121
	Iteration 102Q: 3 clusters Score -9957358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199168 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9957344.000000 Penalty: 1111.224121
	Iteration 103Q: 3 clusters Score -9957344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199176 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9957344.000000 Penalty: 1111.224121
	Iteration 104Q: 3 clusters Score -9957344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199186 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9957343.000000 Penalty: 1111.224121
	Iteration 105Q: 3 clusters Score -9957343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199197 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9957347.000000 Penalty: 1111.224121
	Iteration 106Q: 3 clusters Score -9957347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199216 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9957336.000000 Penalty: 1111.224121
	Iteration 107Q: 3 clusters Score -9957336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199230 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9957340.000000 Penalty: 1111.224121
	Iteration 108Q: 3 clusters Score -9957340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199247 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9957340.000000 Penalty: 1111.224121
	Iteration 109Q: 3 clusters Score -9957340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199262 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9957332.000000 Penalty: 1111.224121
	Iteration 110Q: 3 clusters Score -9957332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199272 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9957335.000000 Penalty: 1111.224121
	Iteration 111Q: 3 clusters Score -9957335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199284 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9957329.000000 Penalty: 1111.224121
	Iteration 112Q: 3 clusters Score -9957329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199294 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9957321.000000 Penalty: 1111.224121
	Iteration 113Q: 3 clusters Score -9957321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199300 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9957328.000000 Penalty: 1111.224121
	Iteration 114Q: 3 clusters Score -9957328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199301 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9957328.000000 Penalty: 1111.224121
	Iteration 115Q: 3 clusters Score -9957328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199302 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -9957329.000000 Penalty: 1111.224121
	Iteration 116Q: 3 clusters Score -9957329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199302 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -9957331.000000 Penalty: 1111.224121
	Iteration 117Q: 3 clusters Score -9957331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199301 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9957329.000000 Penalty: 1111.224121
	Iteration 118Q: 3 clusters Score -9957329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199300 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9957328.000000 Penalty: 1111.224121
	Iteration 119Q: 3 clusters Score -9957328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199301 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9957332.000000 Penalty: 1111.224121
	Iteration 120F: 3 clusters Score -9957332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199302 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -9957332.000000 Penalty: 1111.224121
	Iteration 121Q: 3 clusters Score -9957332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199303 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9957334.000000 Penalty: 1111.224121
	Iteration 122Q: 3 clusters Score -9957334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199307 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9957332.000000 Penalty: 1111.224121
	Iteration 123Q: 3 clusters Score -9957332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199312 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9957330.000000 Penalty: 1111.224121
	Iteration 124Q: 3 clusters Score -9957330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199319 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9957322.000000 Penalty: 1111.224121
	Iteration 125Q: 3 clusters Score -9957322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199327 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9957323.000000 Penalty: 1111.224121
	Iteration 126Q: 3 clusters Score -9957323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199341 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9957328.000000 Penalty: 1111.224121
	Iteration 127Q: 3 clusters Score -9957328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199359 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9957316.000000 Penalty: 1111.224121
	Iteration 128Q: 3 clusters Score -9957316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199372 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9957301.000000 Penalty: 1111.224121
	Iteration 129Q: 3 clusters Score -9957301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199391 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9957302.000000 Penalty: 1111.224121
	Iteration 130Q: 3 clusters Score -9957302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199403 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9957298.000000 Penalty: 1111.224121
	Iteration 131Q: 3 clusters Score -9957298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199414 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9957293.000000 Penalty: 1111.224121
	Iteration 132Q: 3 clusters Score -9957293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199424 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9957289.000000 Penalty: 1111.224121
	Iteration 133Q: 3 clusters Score -9957289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199435 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9957278.000000 Penalty: 1111.224121
	Iteration 134Q: 3 clusters Score -9957278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199442 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9957274.000000 Penalty: 1111.224121
	Iteration 135Q: 3 clusters Score -9957274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199448 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9957268.000000 Penalty: 1111.224121
	Iteration 136Q: 3 clusters Score -9957268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199453 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9957273.000000 Penalty: 1111.224121
	Iteration 137Q: 3 clusters Score -9957273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199465 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9957253.000000 Penalty: 1111.224121
	Iteration 138Q: 3 clusters Score -9957253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199474 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9957261.000000 Penalty: 1111.224121
	Iteration 139Q: 3 clusters Score -9957261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199478 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9957259.000000 Penalty: 1111.224121
	Iteration 140F: 3 clusters Score -9957259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199483 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9957253.000000 Penalty: 1111.224121
	Iteration 141Q: 3 clusters Score -9957253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199486 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9957241.000000 Penalty: 1111.224121
	Iteration 142Q: 3 clusters Score -9957241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199488 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9957247.000000 Penalty: 1111.224121
	Iteration 143Q: 3 clusters Score -9957247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199489 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9957247.000000 Penalty: 1111.224121
	Iteration 144Q: 3 clusters Score -9957247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199490 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9957251.000000 Penalty: 1111.224121
	Iteration 145Q: 3 clusters Score -9957251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199491 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9957256.000000 Penalty: 1111.224121
	Iteration 146Q: 3 clusters Score -9957256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199493 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -9957246.000000 Penalty: 1111.224121
	Iteration 147Q: 3 clusters Score -9957246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199495 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9957248.000000 Penalty: 1111.224121
	Iteration 148Q: 3 clusters Score -9957248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199497 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9957249.000000 Penalty: 1111.224121
	Iteration 149Q: 3 clusters Score -9957249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199497 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9957249.000000 Penalty: 1111.224121
	Iteration 150F: 3 clusters Score -9957249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 80626 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 972 members 
Mstep: Class 32 contains 55 members 
Mstep: Class 33 contains 199497 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 6565 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Mstep: Class 42 contains 78 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 158034 members 
Mstep: Class 45 contains 675 members 
Mstep: Class 46 contains 215 members 
Mstep: Class 47 contains 223 members 
Mstep: Class 48 contains 1542 members 
Entering Unmasked Estep 
Score: -90614712.000000 Penalty: 31649.066406
Splitting cluster 33 changes total score from -90601664.000000 to -90614712.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 34 (19356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Entering Unmasked Estep 
Score: -911183.000000 Penalty: 449.119507
	Iteration 0F: 2 clusters Score -911183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -898153.625000 Penalty: 898.239014
	Iteration 0F: 3 clusters Score -898153.6 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -904235.812500 Penalty: 898.239014
	Iteration 1F: 3 clusters Score -904235.8 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -904947.250000 Penalty: 898.239014
	Iteration 2F: 3 clusters Score -904947.2 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -905724.125000 Penalty: 898.239014
	Iteration 3F: 3 clusters Score -905724.1 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -906637.250000 Penalty: 898.239014
	Iteration 4F: 3 clusters Score -906637.2 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -907608.250000 Penalty: 898.239014
	Iteration 5F: 3 clusters Score -907608.2 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -908567.937500 Penalty: 898.239014
	Iteration 6F: 3 clusters Score -908567.9 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -909396.312500 Penalty: 898.239014
	Iteration 7Q: 3 clusters Score -909396.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -909980.437500 Penalty: 898.239014
	Iteration 8Q: 3 clusters Score -909980.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -910373.375000 Penalty: 898.239014
	Iteration 9Q: 3 clusters Score -910373.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -910598.687500 Penalty: 898.239014
	Iteration 10Q: 3 clusters Score -910598.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -910740.437500 Penalty: 898.239014
	Iteration 11Q: 3 clusters Score -910740.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -910827.187500 Penalty: 898.239014
	Iteration 12Q: 3 clusters Score -910827.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -910881.875000 Penalty: 898.239014
	Iteration 13Q: 3 clusters Score -910881.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -910917.250000 Penalty: 898.239014
	Iteration 14Q: 3 clusters Score -910917.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -910950.000000 Penalty: 898.239014
	Iteration 15Q: 3 clusters Score -910950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -910961.812500 Penalty: 898.239014
	Iteration 16Q: 3 clusters Score -910961.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -910968.937500 Penalty: 898.239014
	Iteration 17Q: 3 clusters Score -910968.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -910977.750000 Penalty: 898.239014
	Iteration 18Q: 3 clusters Score -910977.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -910980.187500 Penalty: 898.239014
	Iteration 19Q: 3 clusters Score -910980.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -910981.625000 Penalty: 898.239014
	Iteration 20F: 3 clusters Score -910981.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -910986.937500 Penalty: 898.239014
	Iteration 21Q: 3 clusters Score -910986.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -910991.437500 Penalty: 898.239014
	Iteration 22Q: 3 clusters Score -910991.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -910995.312500 Penalty: 898.239014
	Iteration 23Q: 3 clusters Score -910995.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -910998.500000 Penalty: 898.239014
	Iteration 24Q: 3 clusters Score -910998.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -911000.812500 Penalty: 898.239014
	Iteration 25Q: 3 clusters Score -911000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -911003.875000 Penalty: 898.239014
	Iteration 26Q: 3 clusters Score -911003.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -911009.812500 Penalty: 898.239014
	Iteration 27Q: 3 clusters Score -911009.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -911015.375000 Penalty: 898.239014
	Iteration 28Q: 3 clusters Score -911015.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -911023.437500 Penalty: 898.239014
	Iteration 29Q: 3 clusters Score -911023.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -911032.625000 Penalty: 898.239014
	Iteration 30Q: 3 clusters Score -911032.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -911042.125000 Penalty: 898.239014
	Iteration 31Q: 3 clusters Score -911042.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -911053.562500 Penalty: 898.239014
	Iteration 32Q: 3 clusters Score -911053.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -911056.437500 Penalty: 898.239014
	Iteration 33Q: 3 clusters Score -911056.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -911060.687500 Penalty: 898.239014
	Iteration 34Q: 3 clusters Score -911060.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -911063.750000 Penalty: 898.239014
	Iteration 35Q: 3 clusters Score -911063.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -911076.562500 Penalty: 898.239014
	Iteration 36Q: 3 clusters Score -911076.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -911083.562500 Penalty: 898.239014
	Iteration 37Q: 3 clusters Score -911083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -911086.062500 Penalty: 898.239014
	Iteration 38Q: 3 clusters Score -911086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -911086.812500 Penalty: 898.239014
	Iteration 39Q: 3 clusters Score -911086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -911087.562500 Penalty: 898.239014
	Iteration 40F: 3 clusters Score -911087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -911089.625000 Penalty: 898.239014
	Iteration 41Q: 3 clusters Score -911089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -911090.875000 Penalty: 898.239014
	Iteration 42Q: 3 clusters Score -911090.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -911090.875000 Penalty: 898.239014
	Iteration 43F: 3 clusters Score -911090.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Entering Unmasked Estep 
Score: -275506.000000 Penalty: 393.157562
	Iteration 0F: 2 clusters Score -275506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -271721.250000 Penalty: 786.315125
	Iteration 0F: 3 clusters Score -271721.2 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -273202.000000 Penalty: 786.315125
	Iteration 1F: 3 clusters Score -273202 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -273374.375000 Penalty: 786.315125
	Iteration 2F: 3 clusters Score -273374.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -273592.875000 Penalty: 786.315125
	Iteration 3F: 3 clusters Score -273592.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -273878.343750 Penalty: 786.315125
	Iteration 4F: 3 clusters Score -273878.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -274261.718750 Penalty: 786.315125
	Iteration 5F: 3 clusters Score -274261.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -274614.468750 Penalty: 786.315125
	Iteration 6F: 3 clusters Score -274614.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -274795.781250 Penalty: 786.315125
	Iteration 7F: 3 clusters Score -274795.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -274882.062500 Penalty: 786.315125
	Iteration 8Q: 3 clusters Score -274882.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -274950.656250 Penalty: 786.315125
	Iteration 9Q: 3 clusters Score -274950.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -275009.000000 Penalty: 786.315125
	Iteration 10Q: 3 clusters Score -275009 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -275057.218750 Penalty: 786.315125
	Iteration 11Q: 3 clusters Score -275057.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -275088.875000 Penalty: 786.315125
	Iteration 12Q: 3 clusters Score -275088.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -275108.375000 Penalty: 786.315125
	Iteration 13Q: 3 clusters Score -275108.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -275121.437500 Penalty: 786.315125
	Iteration 14Q: 3 clusters Score -275121.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -275129.656250 Penalty: 786.315125
	Iteration 15Q: 3 clusters Score -275129.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -275140.843750 Penalty: 786.315125
	Iteration 16Q: 3 clusters Score -275140.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -275148.625000 Penalty: 786.315125
	Iteration 17Q: 3 clusters Score -275148.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -275154.625000 Penalty: 786.315125
	Iteration 18Q: 3 clusters Score -275154.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -275158.562500 Penalty: 786.315125
	Iteration 19Q: 3 clusters Score -275158.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -275161.843750 Penalty: 786.315125
	Iteration 20F: 3 clusters Score -275161.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -275168.062500 Penalty: 786.315125
	Iteration 21Q: 3 clusters Score -275168.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -275174.750000 Penalty: 786.315125
	Iteration 22Q: 3 clusters Score -275174.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -275178.875000 Penalty: 786.315125
	Iteration 23Q: 3 clusters Score -275178.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -275185.781250 Penalty: 786.315125
	Iteration 24Q: 3 clusters Score -275185.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -275191.125000 Penalty: 786.315125
	Iteration 25Q: 3 clusters Score -275191.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -275198.437500 Penalty: 786.315125
	Iteration 26Q: 3 clusters Score -275198.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -275204.343750 Penalty: 786.315125
	Iteration 27Q: 3 clusters Score -275204.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -275210.812500 Penalty: 786.315125
	Iteration 28Q: 3 clusters Score -275210.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -275219.500000 Penalty: 786.315125
	Iteration 29Q: 3 clusters Score -275219.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -275227.375000 Penalty: 786.315125
	Iteration 30Q: 3 clusters Score -275227.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -275237.843750 Penalty: 786.315125
	Iteration 31Q: 3 clusters Score -275237.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -275246.343750 Penalty: 786.315125
	Iteration 32Q: 3 clusters Score -275246.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -275257.781250 Penalty: 786.315125
	Iteration 33Q: 3 clusters Score -275257.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -275276.500000 Penalty: 786.315125
	Iteration 34Q: 3 clusters Score -275276.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -275298.531250 Penalty: 786.315125
	Iteration 35Q: 3 clusters Score -275298.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -275313.125000 Penalty: 786.315125
	Iteration 36Q: 3 clusters Score -275313.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -275326.031250 Penalty: 786.315125
	Iteration 37Q: 3 clusters Score -275326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -275335.250000 Penalty: 786.315125
	Iteration 38Q: 3 clusters Score -275335.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -275342.156250 Penalty: 786.315125
	Iteration 39Q: 3 clusters Score -275342.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -275346.750000 Penalty: 786.315125
	Iteration 40F: 3 clusters Score -275346.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -275350.500000 Penalty: 786.315125
	Iteration 41Q: 3 clusters Score -275350.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -275356.000000 Penalty: 786.315125
	Iteration 42Q: 3 clusters Score -275356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -275362.750000 Penalty: 786.315125
	Iteration 43Q: 3 clusters Score -275362.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -275367.500000 Penalty: 786.315125
	Iteration 44Q: 3 clusters Score -275367.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -275371.843750 Penalty: 786.315125
	Iteration 45Q: 3 clusters Score -275371.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -275375.312500 Penalty: 786.315125
	Iteration 46Q: 3 clusters Score -275375.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -275376.906250 Penalty: 786.315125
	Iteration 47Q: 3 clusters Score -275376.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -275377.843750 Penalty: 786.315125
	Iteration 48Q: 3 clusters Score -275377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -275377.687500 Penalty: 786.315125
	Iteration 49Q: 3 clusters Score -275377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -275377.687500 Penalty: 786.315125
	Iteration 50F: 3 clusters Score -275377.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Entering Unmasked Estep 
Score: -335032.625000 Penalty: 399.922607
	Iteration 0F: 2 clusters Score -335032.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -330583.843750 Penalty: 799.845215
	Iteration 0F: 3 clusters Score -330583.8 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -332534.562500 Penalty: 799.845215
	Iteration 1F: 3 clusters Score -332534.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -332814.375000 Penalty: 799.845215
	Iteration 2F: 3 clusters Score -332814.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -333043.281250 Penalty: 799.845215
	Iteration 3F: 3 clusters Score -333043.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -333241.187500 Penalty: 799.845215
	Iteration 4F: 3 clusters Score -333241.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -333445.000000 Penalty: 799.845215
	Iteration 5Q: 3 clusters Score -333445 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -333678.656250 Penalty: 799.845215
	Iteration 6Q: 3 clusters Score -333678.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -333867.406250 Penalty: 799.845215
	Iteration 7Q: 3 clusters Score -333867.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -334002.562500 Penalty: 799.845215
	Iteration 8Q: 3 clusters Score -334002.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -334123.937500 Penalty: 799.845215
	Iteration 9Q: 3 clusters Score -334123.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -334216.156250 Penalty: 799.845215
	Iteration 10Q: 3 clusters Score -334216.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -334283.250000 Penalty: 799.845215
	Iteration 11Q: 3 clusters Score -334283.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -334358.281250 Penalty: 799.845215
	Iteration 12Q: 3 clusters Score -334358.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -334423.312500 Penalty: 799.845215
	Iteration 13Q: 3 clusters Score -334423.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -334479.625000 Penalty: 799.845215
	Iteration 14Q: 3 clusters Score -334479.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -334525.750000 Penalty: 799.845215
	Iteration 15Q: 3 clusters Score -334525.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -334584.187500 Penalty: 799.845215
	Iteration 16Q: 3 clusters Score -334584.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -334639.312500 Penalty: 799.845215
	Iteration 17Q: 3 clusters Score -334639.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -334698.781250 Penalty: 799.845215
	Iteration 18Q: 3 clusters Score -334698.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -334762.968750 Penalty: 799.845215
	Iteration 19Q: 3 clusters Score -334763 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -334843.750000 Penalty: 799.845215
	Iteration 20F: 3 clusters Score -334843.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -335009.625000 Penalty: 799.845215
	Iteration 21Q: 3 clusters Score -335009.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -335476.812500 Penalty: 799.845215
	Iteration 22Q: 3 clusters Score -335476.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -335976.437500 Penalty: 799.845215
	Iteration 23F: 3 clusters Score -335976.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -336132.062500 Penalty: 799.845215
	Iteration 24Q: 3 clusters Score -336132.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -336187.437500 Penalty: 799.845215
	Iteration 25Q: 3 clusters Score -336187.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -336209.937500 Penalty: 799.845215
	Iteration 26Q: 3 clusters Score -336209.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -336221.531250 Penalty: 799.845215
	Iteration 27Q: 3 clusters Score -336221.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -336230.718750 Penalty: 799.845215
	Iteration 28Q: 3 clusters Score -336230.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -336237.750000 Penalty: 799.845215
	Iteration 29Q: 3 clusters Score -336237.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -336242.281250 Penalty: 799.845215
	Iteration 30Q: 3 clusters Score -336242.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -336244.968750 Penalty: 799.845215
	Iteration 31Q: 3 clusters Score -336245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -336251.093750 Penalty: 799.845215
	Iteration 32Q: 3 clusters Score -336251.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -336257.312500 Penalty: 799.845215
	Iteration 33Q: 3 clusters Score -336257.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -336263.468750 Penalty: 799.845215
	Iteration 34Q: 3 clusters Score -336263.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -336272.906250 Penalty: 799.845215
	Iteration 35Q: 3 clusters Score -336272.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -336279.875000 Penalty: 799.845215
	Iteration 36Q: 3 clusters Score -336279.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -336287.343750 Penalty: 799.845215
	Iteration 37Q: 3 clusters Score -336287.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -336298.437500 Penalty: 799.845215
	Iteration 38Q: 3 clusters Score -336298.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -336318.500000 Penalty: 799.845215
	Iteration 39Q: 3 clusters Score -336318.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -336340.250000 Penalty: 799.845215
	Iteration 40F: 3 clusters Score -336340.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -336359.906250 Penalty: 799.845215
	Iteration 41Q: 3 clusters Score -336359.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -336375.062500 Penalty: 799.845215
	Iteration 42Q: 3 clusters Score -336375.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -336388.468750 Penalty: 799.845215
	Iteration 43Q: 3 clusters Score -336388.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -336399.156250 Penalty: 799.845215
	Iteration 44Q: 3 clusters Score -336399.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -336406.375000 Penalty: 799.845215
	Iteration 45Q: 3 clusters Score -336406.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -336411.218750 Penalty: 799.845215
	Iteration 46Q: 3 clusters Score -336411.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -336415.062500 Penalty: 799.845215
	Iteration 47Q: 3 clusters Score -336415.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -336420.937500 Penalty: 799.845215
	Iteration 48Q: 3 clusters Score -336420.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -336424.156250 Penalty: 799.845215
	Iteration 49Q: 3 clusters Score -336424.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -336428.281250 Penalty: 799.845215
	Iteration 50Q: 3 clusters Score -336428.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -336432.312500 Penalty: 799.845215
	Iteration 51Q: 3 clusters Score -336432.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -336440.093750 Penalty: 799.845215
	Iteration 52Q: 3 clusters Score -336440.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -336446.218750 Penalty: 799.845215
	Iteration 53Q: 3 clusters Score -336446.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -336450.687500 Penalty: 799.845215
	Iteration 54Q: 3 clusters Score -336450.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -336456.218750 Penalty: 799.845215
	Iteration 55Q: 3 clusters Score -336456.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -336464.812500 Penalty: 799.845215
	Iteration 56Q: 3 clusters Score -336464.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -336472.968750 Penalty: 799.845215
	Iteration 57Q: 3 clusters Score -336473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -336484.531250 Penalty: 799.845215
	Iteration 58Q: 3 clusters Score -336484.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -336498.437500 Penalty: 799.845215
	Iteration 59Q: 3 clusters Score -336498.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -336522.031250 Penalty: 799.845215
	Iteration 60F: 3 clusters Score -336522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -336552.343750 Penalty: 799.845215
	Iteration 61Q: 3 clusters Score -336552.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -336598.906250 Penalty: 799.845215
	Iteration 62Q: 3 clusters Score -336598.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -336647.562500 Penalty: 799.845215
	Iteration 63Q: 3 clusters Score -336647.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -336715.875000 Penalty: 799.845215
	Iteration 64Q: 3 clusters Score -336715.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -336808.406250 Penalty: 799.845215
	Iteration 65Q: 3 clusters Score -336808.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -336924.187500 Penalty: 799.845215
	Iteration 66Q: 3 clusters Score -336924.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -337089.468750 Penalty: 799.845215
	Iteration 67Q: 3 clusters Score -337089.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -337257.812500 Penalty: 799.845215
	Iteration 68Q: 3 clusters Score -337257.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -337451.968750 Penalty: 799.845215
	Iteration 69Q: 3 clusters Score -337452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -337639.375000 Penalty: 799.845215
	Iteration 70Q: 3 clusters Score -337639.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -337722.375000 Penalty: 799.845215
	Iteration 71Q: 3 clusters Score -337722.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -337752.500000 Penalty: 799.845215
	Iteration 72Q: 3 clusters Score -337752.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -337762.187500 Penalty: 799.845215
	Iteration 73Q: 3 clusters Score -337762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -337763.125000 Penalty: 799.845215
	Iteration 74Q: 3 clusters Score -337763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -337763.718750 Penalty: 799.845215
	Iteration 75Q: 3 clusters Score -337763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -337764.062500 Penalty: 799.845215
	Iteration 76Q: 3 clusters Score -337764.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -337764.062500 Penalty: 799.845215
	Iteration 77F: 3 clusters Score -337764.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 80626 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 972 members 
Mstep: Class 32 contains 55 members 
Mstep: Class 33 contains 199497 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 710 members 
Mstep: Class 37 contains 223889 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Mstep: Class 42 contains 78 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 158034 members 
Mstep: Class 45 contains 675 members 
Mstep: Class 46 contains 215 members 
Mstep: Class 47 contains 223 members 
Mstep: Class 48 contains 1542 members 
Mstep: Class 49 contains 5855 members 
Entering Unmasked Estep 
Score: -90617760.000000 Penalty: 32308.421875
Splitting cluster 36 changes total score from -90601664.000000 to -90617760.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 37 (223889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223889 members 
Entering Unmasked Estep 
Score: -11164641.000000 Penalty: 560.510193
	Iteration 0F: 2 clusters Score -1.116464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111807 members 
Mstep: Class 2 contains 112082 members 
Entering Unmasked Estep 
Score: -11034087.000000 Penalty: 1121.020386
	Iteration 0F: 3 clusters Score -1.103409e+07 nChanged 110026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104313 members 
Mstep: Class 2 contains 119576 members 
Entering Unmasked Estep 
Score: -11102178.000000 Penalty: 1121.020386
	Iteration 1F: 3 clusters Score -1.110218e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -11106074.000000 Penalty: 1121.020386
	Iteration 2Q: 3 clusters Score -1.110607e+07 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96704 members 
Mstep: Class 2 contains 127185 members 
Entering Unmasked Estep 
Score: -11114375.000000 Penalty: 1121.020386
	Iteration 3F: 3 clusters Score -1.111438e+07 nChanged 15818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94272 members 
Mstep: Class 2 contains 129617 members 
Entering Unmasked Estep 
Score: -11128569.000000 Penalty: 1121.020386
	Iteration 4F: 3 clusters Score -1.112857e+07 nChanged 17514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 129363 members 
Entering Unmasked Estep 
Score: -11143216.000000 Penalty: 1121.020386
	Iteration 5F: 3 clusters Score -1.114322e+07 nChanged 14720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97092 members 
Mstep: Class 2 contains 126797 members 
Entering Unmasked Estep 
Score: -11150645.000000 Penalty: 1121.020386
	Iteration 6F: 3 clusters Score -1.115064e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100876 members 
Mstep: Class 2 contains 123013 members 
Entering Unmasked Estep 
Score: -11153283.000000 Penalty: 1121.020386
	Iteration 7Q: 3 clusters Score -1.115328e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 118394 members 
Entering Unmasked Estep 
Score: -11155401.000000 Penalty: 1121.020386
	Iteration 8Q: 3 clusters Score -1.11554e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 113437 members 
Entering Unmasked Estep 
Score: -11157379.000000 Penalty: 1121.020386
	Iteration 9Q: 3 clusters Score -1.115738e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115906 members 
Mstep: Class 2 contains 107983 members 
Entering Unmasked Estep 
Score: -11159835.000000 Penalty: 1121.020386
	Iteration 10Q: 3 clusters Score -1.115984e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121635 members 
Mstep: Class 2 contains 102254 members 
Entering Unmasked Estep 
Score: -11162933.000000 Penalty: 1121.020386
	Iteration 11Q: 3 clusters Score -1.116293e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127123 members 
Mstep: Class 2 contains 96766 members 
Entering Unmasked Estep 
Score: -11165799.000000 Penalty: 1121.020386
	Iteration 12Q: 3 clusters Score -1.11658e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -11168774.000000 Penalty: 1121.020386
	Iteration 13Q: 3 clusters Score -1.116877e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136910 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -11171251.000000 Penalty: 1121.020386
	Iteration 14Q: 3 clusters Score -1.117125e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140961 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -11172998.000000 Penalty: 1121.020386
	Iteration 15Q: 3 clusters Score -1.1173e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144291 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -11174057.000000 Penalty: 1121.020386
	Iteration 16Q: 3 clusters Score -1.117406e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146803 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -11174701.000000 Penalty: 1121.020386
	Iteration 17Q: 3 clusters Score -1.11747e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149052 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -11175056.000000 Penalty: 1121.020386
	Iteration 18Q: 3 clusters Score -1.117506e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -11175177.000000 Penalty: 1121.020386
	Iteration 19Q: 3 clusters Score -1.117518e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152907 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -11175806.000000 Penalty: 1121.020386
	Iteration 20F: 3 clusters Score -1.117581e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -11175967.000000 Penalty: 1121.020386
	Iteration 21Q: 3 clusters Score -1.117597e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157483 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -11176025.000000 Penalty: 1121.020386
	Iteration 22Q: 3 clusters Score -1.117602e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159659 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -11175989.000000 Penalty: 1121.020386
	Iteration 23Q: 3 clusters Score -1.117599e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161851 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -11176639.000000 Penalty: 1121.020386
	Iteration 24Q: 3 clusters Score -1.117664e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -11177114.000000 Penalty: 1121.020386
	Iteration 25Q: 3 clusters Score -1.117711e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -11177360.000000 Penalty: 1121.020386
	Iteration 26Q: 3 clusters Score -1.117736e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -11177509.000000 Penalty: 1121.020386
	Iteration 27Q: 3 clusters Score -1.117751e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166184 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -11177599.000000 Penalty: 1121.020386
	Iteration 28Q: 3 clusters Score -1.11776e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166689 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -11177671.000000 Penalty: 1121.020386
	Iteration 29Q: 3 clusters Score -1.117767e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167090 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -11177721.000000 Penalty: 1121.020386
	Iteration 30Q: 3 clusters Score -1.117772e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -11177733.000000 Penalty: 1121.020386
	Iteration 31Q: 3 clusters Score -1.117773e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167532 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -11177769.000000 Penalty: 1121.020386
	Iteration 32Q: 3 clusters Score -1.117777e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -11177776.000000 Penalty: 1121.020386
	Iteration 33Q: 3 clusters Score -1.117778e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167788 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -11177763.000000 Penalty: 1121.020386
	Iteration 34Q: 3 clusters Score -1.117776e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167865 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -11177758.000000 Penalty: 1121.020386
	Iteration 35Q: 3 clusters Score -1.117776e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167928 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -11177762.000000 Penalty: 1121.020386
	Iteration 36Q: 3 clusters Score -1.117776e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167982 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -11177767.000000 Penalty: 1121.020386
	Iteration 37Q: 3 clusters Score -1.117777e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -11177787.000000 Penalty: 1121.020386
	Iteration 38Q: 3 clusters Score -1.117779e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168133 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -11177825.000000 Penalty: 1121.020386
	Iteration 39Q: 3 clusters Score -1.117782e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168204 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -11177800.000000 Penalty: 1121.020386
	Iteration 40F: 3 clusters Score -1.11778e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168242 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -11177806.000000 Penalty: 1121.020386
	Iteration 41Q: 3 clusters Score -1.117781e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168247 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -11177803.000000 Penalty: 1121.020386
	Iteration 42Q: 3 clusters Score -1.11778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168258 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -11177822.000000 Penalty: 1121.020386
	Iteration 43Q: 3 clusters Score -1.117782e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168290 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -11177821.000000 Penalty: 1121.020386
	Iteration 44Q: 3 clusters Score -1.117782e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168315 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -11177816.000000 Penalty: 1121.020386
	Iteration 45Q: 3 clusters Score -1.117782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -11177821.000000 Penalty: 1121.020386
	Iteration 46Q: 3 clusters Score -1.117782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168323 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -11177820.000000 Penalty: 1121.020386
	Iteration 47Q: 3 clusters Score -1.117782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168321 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -11177815.000000 Penalty: 1121.020386
	Iteration 48Q: 3 clusters Score -1.117782e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168328 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -11177818.000000 Penalty: 1121.020386
	Iteration 49Q: 3 clusters Score -1.117782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168346 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -11177810.000000 Penalty: 1121.020386
	Iteration 50Q: 3 clusters Score -1.117781e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168342 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -11177814.000000 Penalty: 1121.020386
	Iteration 51Q: 3 clusters Score -1.117781e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168357 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -11177807.000000 Penalty: 1121.020386
	Iteration 52Q: 3 clusters Score -1.117781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168355 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -11177807.000000 Penalty: 1121.020386
	Iteration 53Q: 3 clusters Score -1.117781e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168356 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -11177800.000000 Penalty: 1121.020386
	Iteration 54Q: 3 clusters Score -1.11778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168363 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -11177806.000000 Penalty: 1121.020386
	Iteration 55Q: 3 clusters Score -1.117781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168361 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -11177812.000000 Penalty: 1121.020386
	Iteration 56Q: 3 clusters Score -1.117781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -11177807.000000 Penalty: 1121.020386
	Iteration 57Q: 3 clusters Score -1.117781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168371 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -11177811.000000 Penalty: 1121.020386
	Iteration 58Q: 3 clusters Score -1.117781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168374 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -11177802.000000 Penalty: 1121.020386
	Iteration 59Q: 3 clusters Score -1.11778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168376 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -11177814.000000 Penalty: 1121.020386
	Iteration 60F: 3 clusters Score -1.117781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168377 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -11177816.000000 Penalty: 1121.020386
	Iteration 61Q: 3 clusters Score -1.117782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -11177814.000000 Penalty: 1121.020386
	Iteration 62Q: 3 clusters Score -1.117781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -11177824.000000 Penalty: 1121.020386
	Iteration 63Q: 3 clusters Score -1.117782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -11177816.000000 Penalty: 1121.020386
	Iteration 64Q: 3 clusters Score -1.117782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168362 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -11177807.000000 Penalty: 1121.020386
	Iteration 65Q: 3 clusters Score -1.117781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168346 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -11177808.000000 Penalty: 1121.020386
	Iteration 66Q: 3 clusters Score -1.117781e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -11177812.000000 Penalty: 1121.020386
	Iteration 67Q: 3 clusters Score -1.117781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -11177812.000000 Penalty: 1121.020386
	Iteration 68Q: 3 clusters Score -1.117781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -11177811.000000 Penalty: 1121.020386
	Iteration 69Q: 3 clusters Score -1.117781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168333 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -11177822.000000 Penalty: 1121.020386
	Iteration 70Q: 3 clusters Score -1.117782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -11177820.000000 Penalty: 1121.020386
	Iteration 71Q: 3 clusters Score -1.117782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -11177818.000000 Penalty: 1121.020386
	Iteration 72Q: 3 clusters Score -1.117782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168329 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -11177817.000000 Penalty: 1121.020386
	Iteration 73Q: 3 clusters Score -1.117782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168329 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -11177817.000000 Penalty: 1121.020386
	Iteration 74F: 3 clusters Score -1.117782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 80626 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 972 members 
Mstep: Class 32 contains 55 members 
Mstep: Class 33 contains 199497 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 710 members 
Mstep: Class 37 contains 168329 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Mstep: Class 42 contains 78 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 158034 members 
Mstep: Class 45 contains 675 members 
Mstep: Class 46 contains 215 members 
Mstep: Class 47 contains 223 members 
Mstep: Class 48 contains 1542 members 
Mstep: Class 49 contains 5855 members 
Mstep: Class 50 contains 55560 members 
Entering Unmasked Estep 
Score: -90626760.000000 Penalty: 32967.777344
Splitting cluster 37 changes total score from -90601664.000000 to -90626760.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -17534.845703 Penalty: 284.373871
	Iteration 0F: 2 clusters Score -17534.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17082.369141 Penalty: 568.747742
	Iteration 0F: 3 clusters Score -17082.37 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -17409.195312 Penalty: 568.747742
	Iteration 1F: 3 clusters Score -17409.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -17602.035156 Penalty: 568.747742
	Iteration 2F: 3 clusters Score -17602.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17720.998047 Penalty: 568.747742
	Iteration 3F: 3 clusters Score -17721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17755.802734 Penalty: 568.747742
	Iteration 4Q: 3 clusters Score -17755.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17778.310547 Penalty: 568.747742
	Iteration 5Q: 3 clusters Score -17778.31 nChanged 9
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: -17793.003906 Penalty: 568.747742
	Iteration 6Q: 3 clusters Score -17793 nChanged 5
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: -17830.138672 Penalty: 568.747742
	Iteration 7Q: 3 clusters Score -17830.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -17843.234375 Penalty: 568.747742
	Iteration 8Q: 3 clusters Score -17843.23 nChanged 5
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: -17852.253906 Penalty: 568.747742
	Iteration 9Q: 3 clusters Score -17852.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17862.613281 Penalty: 568.747742
	Iteration 10Q: 3 clusters Score -17862.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17878.099609 Penalty: 568.747742
	Iteration 11Q: 3 clusters Score -17878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17880.980469 Penalty: 568.747742
	Iteration 12Q: 3 clusters Score -17880.98 nChanged 3
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: -17886.875000 Penalty: 568.747742
	Iteration 13Q: 3 clusters Score -17886.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17903.314453 Penalty: 568.747742
	Iteration 14Q: 3 clusters Score -17903.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17918.017578 Penalty: 568.747742
	Iteration 15Q: 3 clusters Score -17918.02 nChanged 3
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: -17924.703125 Penalty: 568.747742
	Iteration 16Q: 3 clusters Score -17924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -17933.455078 Penalty: 568.747742
	Iteration 17Q: 3 clusters Score -17933.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -17947.806641 Penalty: 568.747742
	Iteration 18Q: 3 clusters Score -17947.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17950.369141 Penalty: 568.747742
	Iteration 19Q: 3 clusters Score -17950.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -17951.871094 Penalty: 568.747742
	Iteration 20F: 3 clusters Score -17951.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -17955.763672 Penalty: 568.747742
	Iteration 21Q: 3 clusters Score -17955.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17956.488281 Penalty: 568.747742
	Iteration 22Q: 3 clusters Score -17956.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17956.488281 Penalty: 568.747742
	Iteration 23F: 3 clusters Score -17956.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 107117 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 80626 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 972 members 
Mstep: Class 32 contains 55 members 
Mstep: Class 33 contains 199497 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 710 members 
Mstep: Class 37 contains 168329 members 
Mstep: Class 38 contains 204 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 809 members 
Mstep: Class 41 contains 112846 members 
Mstep: Class 42 contains 78 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 158034 members 
Mstep: Class 45 contains 675 members 
Mstep: Class 46 contains 215 members 
Mstep: Class 47 contains 223 members 
Mstep: Class 48 contains 1542 members 
Mstep: Class 49 contains 5855 members 
Mstep: Class 50 contains 55560 members 
Mstep: Class 51 contains 314 members 
Entering Unmasked Estep 
Score: -90626752.000000 Penalty: 33627.132812
Splitting cluster 38 changes total score from -90601664.000000 to -90626752.000000
So it's getting split into cluster 51.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 7 contains 218429 members 
Mstep: Class 8 contains 147225 members 
Mstep: Class 9 contains 98781 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 29954 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63255 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 3085 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 80626 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 972 members 
Mstep: Class 32 contains 55 members 
Mstep: Class 33 contains 199497 members 
Mstep: Class 34 contains 19356 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 710 members 
Mstep: Class 37 contains 168329 members 
Mstep: Class 38 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 32. Lose 605.376648 but Gain 659.355469
Score: -90643544.000000 Penalty: 32967.777344
Iteration 119Q: 51 clusters Score -9.064354e+07 nChanged 43632
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7235 members 
Mstep: Class 3 contains 104188 members 
Mstep: Class 4 contains 162097 members 
Mstep: Class 5 contains 1285 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 218539 members 
Mstep: Class 8 contains 144543 members 
Mstep: Class 9 contains 102467 members 
Mstep: Class 10 contains 37311 members 
Mstep: Class 11 contains 30181 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 286 members 
Mstep: Class 14 contains 4259 members 
Mstep: Class 15 contains 370 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 63361 members 
Mstep: Class 19 contains 4253 members 
Mstep: Class 20 contains 101093 members 
Mstep: Class 21 contains 3080 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 1221 members 
Mstep: Class 25 contains 84229 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1123 members 
Mstep: Class 28 contains 3599 members 
Mstep: Class 29 contains 3473 members 
Mstep: Class 30 contains 1707 members 
Mstep: Class 31 contains 1056 members 
Mstep: Class 33 contains 195968 members 
Mstep: Class 34 contains 19457 members 
Mstep: Class 35 contains 5602 members 
Mstep: Class 36 contains 736 members 
Mstep: Class 37 contains 173941 members 
Mstep: Class 38 contains 233 members 
Mstep: Class 39 contains 130110 members 
Mstep: Class 40 contains 846 members 
Mstep: Class 41 contains 107171 members 
Mstep: Class 42 contains 80 members 
Mstep: Class 43 contains 8753 members 
Mstep: Class 44 contains 154587 members 
Mstep: Class 45 contains 676 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 223 members 
Mstep: Class 48 contains 1634 members 
Mstep: Class 49 contains 5865 members 
Mstep: Class 50 contains 55953 members 
Mstep: Class 51 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90654408.000000 Penalty: 32967.777344
Iteration 120F: 51 clusters Score -9.065441e+07 nChanged 51607
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7228 members 
Mstep: Class 3 contains 102688 members 
Mstep: Class 4 contains 155908 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 218284 members 
Mstep: Class 8 contains 139946 members 
Mstep: Class 9 contains 102799 members 
Mstep: Class 10 contains 37299 members 
Mstep: Class 11 contains 29663 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 63054 members 
Mstep: Class 19 contains 4046 members 
Mstep: Class 20 contains 102223 members 
Mstep: Class 21 contains 3070 members 
Mstep: Class 22 contains 2248 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 1218 members 
Mstep: Class 25 contains 84538 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 3670 members 
Mstep: Class 29 contains 3378 members 
Mstep: Class 30 contains 1713 members 
Mstep: Class 31 contains 1087 members 
Mstep: Class 33 contains 185286 members 
Mstep: Class 34 contains 19448 members 
Mstep: Class 35 contains 5569 members 
Mstep: Class 36 contains 736 members 
Mstep: Class 37 contains 175695 members 
Mstep: Class 38 contains 234 members 
Mstep: Class 39 contains 131237 members 
Mstep: Class 40 contains 868 members 
Mstep: Class 41 contains 104652 members 
Mstep: Class 42 contains 85 members 
Mstep: Class 43 contains 8679 members 
Mstep: Class 44 contains 167215 members 
Mstep: Class 45 contains 694 members 
Mstep: Class 46 contains 193 members 
Mstep: Class 47 contains 256 members 
Mstep: Class 48 contains 1738 members 
Mstep: Class 49 contains 5894 members 
Mstep: Class 50 contains 63895 members 
Mstep: Class 51 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90663512.000000 Penalty: 32967.777344
Iteration 121Q: 51 clusters Score -9.066351e+07 nChanged 45416
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7228 members 
Mstep: Class 3 contains 101660 members 
Mstep: Class 4 contains 146708 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 2876 members 
Mstep: Class 7 contains 218113 members 
Mstep: Class 8 contains 136514 members 
Mstep: Class 9 contains 103055 members 
Mstep: Class 10 contains 37300 members 
Mstep: Class 11 contains 29293 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 270 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 811 members 
Mstep: Class 18 contains 63002 members 
Mstep: Class 19 contains 4053 members 
Mstep: Class 20 contains 102911 members 
Mstep: Class 21 contains 3048 members 
Mstep: Class 22 contains 2262 members 
Mstep: Class 23 contains 5536 members 
Mstep: Class 24 contains 1220 members 
Mstep: Class 25 contains 86372 members 
Mstep: Class 26 contains 432 members 
Mstep: Class 27 contains 1075 members 
Mstep: Class 28 contains 3722 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 1731 members 
Mstep: Class 31 contains 1115 members 
Mstep: Class 33 contains 174767 members 
Mstep: Class 34 contains 19433 members 
Mstep: Class 35 contains 5527 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 177746 members 
Mstep: Class 38 contains 234 members 
Mstep: Class 39 contains 131390 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 103426 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8615 members 
Mstep: Class 44 contains 180024 members 
Mstep: Class 45 contains 701 members 
Mstep: Class 46 contains 188 members 
Mstep: Class 47 contains 263 members 
Mstep: Class 48 contains 1801 members 
Mstep: Class 49 contains 5915 members 
Mstep: Class 50 contains 70805 members 
Mstep: Class 51 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90667904.000000 Penalty: 32967.777344
Iteration 122Q: 51 clusters Score -9.06679e+07 nChanged 46661
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7230 members 
Mstep: Class 3 contains 100953 members 
Mstep: Class 4 contains 132772 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 3312 members 
Mstep: Class 7 contains 218024 members 
Mstep: Class 8 contains 133915 members 
Mstep: Class 9 contains 103019 members 
Mstep: Class 10 contains 37300 members 
Mstep: Class 11 contains 28854 members 
Mstep: Class 12 contains 3221 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 4095 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 2196 members 
Mstep: Class 17 contains 833 members 
Mstep: Class 18 contains 62985 members 
Mstep: Class 19 contains 4056 members 
Mstep: Class 20 contains 102888 members 
Mstep: Class 21 contains 3024 members 
Mstep: Class 22 contains 2275 members 
Mstep: Class 23 contains 5638 members 
Mstep: Class 24 contains 1221 members 
Mstep: Class 25 contains 89276 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 3759 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 1739 members 
Mstep: Class 31 contains 1127 members 
Mstep: Class 33 contains 165283 members 
Mstep: Class 34 contains 19412 members 
Mstep: Class 35 contains 5487 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 179271 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 131431 members 
Mstep: Class 40 contains 890 members 
Mstep: Class 41 contains 102841 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8575 members 
Mstep: Class 44 contains 194861 members 
Mstep: Class 45 contains 708 members 
Mstep: Class 46 contains 183 members 
Mstep: Class 47 contains 265 members 
Mstep: Class 48 contains 1852 members 
Mstep: Class 49 contains 5936 members 
Mstep: Class 50 contains 78216 members 
Mstep: Class 51 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90668400.000000 Penalty: 32967.777344
Iteration 123Q: 51 clusters Score -9.06684e+07 nChanged 48446
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 7234 members 
Mstep: Class 3 contains 100664 members 
Mstep: Class 4 contains 115484 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 3744 members 
Mstep: Class 7 contains 217966 members 
Mstep: Class 8 contains 131924 members 
Mstep: Class 9 contains 102728 members 
Mstep: Class 10 contains 37309 members 
Mstep: Class 11 contains 28398 members 
Mstep: Class 12 contains 3247 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 3904 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 2196 members 
Mstep: Class 17 contains 849 members 
Mstep: Class 18 contains 62992 members 
Mstep: Class 19 contains 4043 members 
Mstep: Class 20 contains 102453 members 
Mstep: Class 21 contains 3001 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 5782 members 
Mstep: Class 24 contains 1225 members 
Mstep: Class 25 contains 92778 members 
Mstep: Class 26 contains 436 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3789 members 
Mstep: Class 29 contains 3283 members 
Mstep: Class 30 contains 1751 members 
Mstep: Class 31 contains 1137 members 
Mstep: Class 33 contains 156976 members 
Mstep: Class 34 contains 19380 members 
Mstep: Class 35 contains 5454 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 180305 members 
Mstep: Class 38 contains 235 members 
Mstep: Class 39 contains 131421 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 102668 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8553 members 
Mstep: Class 44 contains 211004 members 
Mstep: Class 45 contains 713 members 
Mstep: Class 46 contains 179 members 
Mstep: Class 47 contains 270 members 
Mstep: Class 48 contains 1908 members 
Mstep: Class 49 contains 5951 members 
Mstep: Class 50 contains 85675 members 
Mstep: Class 51 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90676736.000000 Penalty: 32967.777344
Iteration 124Q: 51 clusters Score -9.067674e+07 nChanged 39866
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 7237 members 
Mstep: Class 3 contains 100445 members 
Mstep: Class 4 contains 105421 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4162 members 
Mstep: Class 7 contains 217937 members 
Mstep: Class 8 contains 130178 members 
Mstep: Class 9 contains 101949 members 
Mstep: Class 10 contains 37321 members 
Mstep: Class 11 contains 27968 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 388 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 863 members 
Mstep: Class 18 contains 62952 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 101635 members 
Mstep: Class 21 contains 2979 members 
Mstep: Class 22 contains 2312 members 
Mstep: Class 23 contains 6004 members 
Mstep: Class 24 contains 1229 members 
Mstep: Class 25 contains 94547 members 
Mstep: Class 26 contains 435 members 
Mstep: Class 27 contains 1016 members 
Mstep: Class 28 contains 3809 members 
Mstep: Class 29 contains 3271 members 
Mstep: Class 30 contains 1762 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 33 contains 147611 members 
Mstep: Class 34 contains 19348 members 
Mstep: Class 35 contains 5432 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 181369 members 
Mstep: Class 38 contains 235 members 
Mstep: Class 39 contains 131449 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 102514 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 8518 members 
Mstep: Class 44 contains 222827 members 
Mstep: Class 45 contains 716 members 
Mstep: Class 46 contains 175 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 1994 members 
Mstep: Class 49 contains 5977 members 
Mstep: Class 50 contains 93552 members 
Mstep: Class 51 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90683024.000000 Penalty: 32967.777344
Iteration 125Q: 51 clusters Score -9.068302e+07 nChanged 33786
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 7239 members 
Mstep: Class 3 contains 100127 members 
Mstep: Class 4 contains 102814 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4557 members 
Mstep: Class 7 contains 217855 members 
Mstep: Class 8 contains 128441 members 
Mstep: Class 9 contains 100512 members 
Mstep: Class 10 contains 37337 members 
Mstep: Class 11 contains 27534 members 
Mstep: Class 12 contains 3257 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 3436 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 2134 members 
Mstep: Class 17 contains 871 members 
Mstep: Class 18 contains 62932 members 
Mstep: Class 19 contains 3972 members 
Mstep: Class 20 contains 100708 members 
Mstep: Class 21 contains 2971 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 6353 members 
Mstep: Class 24 contains 1229 members 
Mstep: Class 25 contains 93401 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 3819 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 1156 members 
Mstep: Class 33 contains 136815 members 
Mstep: Class 34 contains 19328 members 
Mstep: Class 35 contains 5416 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 183234 members 
Mstep: Class 38 contains 234 members 
Mstep: Class 39 contains 131555 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 102347 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 8476 members 
Mstep: Class 44 contains 231100 members 
Mstep: Class 45 contains 717 members 
Mstep: Class 46 contains 175 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 2040 members 
Mstep: Class 49 contains 6003 members 
Mstep: Class 50 contains 102101 members 
Mstep: Class 51 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90683736.000000 Penalty: 32967.777344
Iteration 126Q: 51 clusters Score -9.068374e+07 nChanged 35898
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 99879 members 
Mstep: Class 4 contains 104453 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 7 contains 217783 members 
Mstep: Class 8 contains 126795 members 
Mstep: Class 9 contains 98394 members 
Mstep: Class 10 contains 37354 members 
Mstep: Class 11 contains 27098 members 
Mstep: Class 12 contains 3249 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 3205 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 878 members 
Mstep: Class 18 contains 62897 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 99921 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 1233 members 
Mstep: Class 25 contains 89328 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 996 members 
Mstep: Class 28 contains 3830 members 
Mstep: Class 29 contains 3209 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 1163 members 
Mstep: Class 33 contains 125557 members 
Mstep: Class 34 contains 19311 members 
Mstep: Class 35 contains 5395 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 186213 members 
Mstep: Class 38 contains 233 members 
Mstep: Class 39 contains 131657 members 
Mstep: Class 40 contains 874 members 
Mstep: Class 41 contains 102148 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 8454 members 
Mstep: Class 44 contains 237373 members 
Mstep: Class 45 contains 718 members 
Mstep: Class 46 contains 175 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 2086 members 
Mstep: Class 49 contains 6019 members 
Mstep: Class 50 contains 111291 members 
Mstep: Class 51 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681160.000000 Penalty: 32967.777344
Iteration 127Q: 51 clusters Score -9.068116e+07 nChanged 38757
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 99586 members 
Mstep: Class 4 contains 108180 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 217680 members 
Mstep: Class 8 contains 125287 members 
Mstep: Class 9 contains 95951 members 
Mstep: Class 10 contains 37386 members 
Mstep: Class 11 contains 26671 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 392 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 62889 members 
Mstep: Class 19 contains 3903 members 
Mstep: Class 20 contains 99263 members 
Mstep: Class 21 contains 2967 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 7049 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 82983 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 994 members 
Mstep: Class 28 contains 3840 members 
Mstep: Class 29 contains 3183 members 
Mstep: Class 30 contains 1757 members 
Mstep: Class 31 contains 1171 members 
Mstep: Class 33 contains 115369 members 
Mstep: Class 34 contains 19319 members 
Mstep: Class 35 contains 5381 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 189372 members 
Mstep: Class 38 contains 234 members 
Mstep: Class 39 contains 131796 members 
Mstep: Class 40 contains 874 members 
Mstep: Class 41 contains 101836 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 8432 members 
Mstep: Class 44 contains 242158 members 
Mstep: Class 45 contains 718 members 
Mstep: Class 46 contains 175 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 2118 members 
Mstep: Class 49 contains 6020 members 
Mstep: Class 50 contains 121304 members 
Mstep: Class 51 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90677664.000000 Penalty: 32967.777344
Iteration 128Q: 51 clusters Score -9.067766e+07 nChanged 39629
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 99225 members 
Mstep: Class 4 contains 112918 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 217654 members 
Mstep: Class 8 contains 124023 members 
Mstep: Class 9 contains 93354 members 
Mstep: Class 10 contains 37414 members 
Mstep: Class 11 contains 26249 members 
Mstep: Class 12 contains 3236 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 393 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 62876 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 98761 members 
Mstep: Class 21 contains 2974 members 
Mstep: Class 22 contains 2466 members 
Mstep: Class 23 contains 7358 members 
Mstep: Class 24 contains 1242 members 
Mstep: Class 25 contains 74844 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 3849 members 
Mstep: Class 29 contains 3173 members 
Mstep: Class 30 contains 1750 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 33 contains 106517 members 
Mstep: Class 34 contains 19323 members 
Mstep: Class 35 contains 5359 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 192519 members 
Mstep: Class 38 contains 235 members 
Mstep: Class 39 contains 131894 members 
Mstep: Class 40 contains 870 members 
Mstep: Class 41 contains 101876 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 8418 members 
Mstep: Class 44 contains 246015 members 
Mstep: Class 45 contains 718 members 
Mstep: Class 46 contains 175 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 2167 members 
Mstep: Class 49 contains 6022 members 
Mstep: Class 50 contains 131372 members 
Mstep: Class 51 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90672896.000000 Penalty: 32967.777344
Iteration 129Q: 51 clusters Score -9.06729e+07 nChanged 38061
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 98971 members 
Mstep: Class 4 contains 117973 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 217621 members 
Mstep: Class 8 contains 122881 members 
Mstep: Class 9 contains 90764 members 
Mstep: Class 10 contains 37421 members 
Mstep: Class 11 contains 25830 members 
Mstep: Class 12 contains 3245 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 2415 members 
Mstep: Class 15 contains 393 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 62888 members 
Mstep: Class 19 contains 3823 members 
Mstep: Class 20 contains 98381 members 
Mstep: Class 21 contains 2995 members 
Mstep: Class 22 contains 2543 members 
Mstep: Class 23 contains 7599 members 
Mstep: Class 24 contains 1244 members 
Mstep: Class 25 contains 65697 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 991 members 
Mstep: Class 28 contains 3864 members 
Mstep: Class 29 contains 3179 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 33 contains 99727 members 
Mstep: Class 34 contains 19344 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 194838 members 
Mstep: Class 38 contains 236 members 
Mstep: Class 39 contains 131979 members 
Mstep: Class 40 contains 874 members 
Mstep: Class 41 contains 102396 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 8406 members 
Mstep: Class 44 contains 249033 members 
Mstep: Class 45 contains 719 members 
Mstep: Class 46 contains 175 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 2238 members 
Mstep: Class 49 contains 6023 members 
Mstep: Class 50 contains 140963 members 
Mstep: Class 51 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90669008.000000 Penalty: 32967.777344
Iteration 130Q: 51 clusters Score -9.066901e+07 nChanged 36622
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 98889 members 
Mstep: Class 4 contains 123251 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5677 members 
Mstep: Class 7 contains 217589 members 
Mstep: Class 8 contains 121873 members 
Mstep: Class 9 contains 88677 members 
Mstep: Class 10 contains 37435 members 
Mstep: Class 11 contains 25438 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 261 members 
Mstep: Class 14 contains 2246 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 1984 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 62860 members 
Mstep: Class 19 contains 3780 members 
Mstep: Class 20 contains 98065 members 
Mstep: Class 21 contains 3016 members 
Mstep: Class 22 contains 2669 members 
Mstep: Class 23 contains 7809 members 
Mstep: Class 24 contains 1248 members 
Mstep: Class 25 contains 56204 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 3880 members 
Mstep: Class 29 contains 3177 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 1183 members 
Mstep: Class 33 contains 94429 members 
Mstep: Class 34 contains 19363 members 
Mstep: Class 35 contains 5299 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 195645 members 
Mstep: Class 38 contains 236 members 
Mstep: Class 39 contains 132022 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 103165 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8382 members 
Mstep: Class 44 contains 251685 members 
Mstep: Class 45 contains 719 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 281 members 
Mstep: Class 48 contains 2320 members 
Mstep: Class 49 contains 6027 members 
Mstep: Class 50 contains 149991 members 
Mstep: Class 51 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90666408.000000 Penalty: 32967.777344
Iteration 131Q: 51 clusters Score -9.066641e+07 nChanged 34951
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 7252 members 
Mstep: Class 3 contains 98782 members 
Mstep: Class 4 contains 128495 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 5750 members 
Mstep: Class 7 contains 217566 members 
Mstep: Class 8 contains 120918 members 
Mstep: Class 9 contains 87157 members 
Mstep: Class 10 contains 37457 members 
Mstep: Class 11 contains 25064 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 2128 members 
Mstep: Class 15 contains 394 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 62791 members 
Mstep: Class 19 contains 3745 members 
Mstep: Class 20 contains 97866 members 
Mstep: Class 21 contains 3042 members 
Mstep: Class 22 contains 2788 members 
Mstep: Class 23 contains 8001 members 
Mstep: Class 24 contains 1254 members 
Mstep: Class 25 contains 47084 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 983 members 
Mstep: Class 28 contains 3892 members 
Mstep: Class 29 contains 3187 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 1183 members 
Mstep: Class 33 contains 89317 members 
Mstep: Class 34 contains 19374 members 
Mstep: Class 35 contains 5263 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 196251 members 
Mstep: Class 38 contains 236 members 
Mstep: Class 39 contains 131989 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 104112 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8353 members 
Mstep: Class 44 contains 253742 members 
Mstep: Class 45 contains 720 members 
Mstep: Class 46 contains 174 members 
Mstep: Class 47 contains 282 members 
Mstep: Class 48 contains 2392 members 
Mstep: Class 49 contains 6026 members 
Mstep: Class 50 contains 158577 members 
Mstep: Class 51 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90664992.000000 Penalty: 32967.777344
Iteration 132Q: 51 clusters Score -9.066499e+07 nChanged 33500
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 98745 members 
Mstep: Class 4 contains 133552 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5818 members 
Mstep: Class 7 contains 217522 members 
Mstep: Class 8 contains 119979 members 
Mstep: Class 9 contains 86069 members 
Mstep: Class 10 contains 37471 members 
Mstep: Class 11 contains 24645 members 
Mstep: Class 12 contains 3251 members 
Mstep: Class 13 contains 259 members 
Mstep: Class 14 contains 2034 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 1951 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 62710 members 
Mstep: Class 19 contains 3707 members 
Mstep: Class 20 contains 97683 members 
Mstep: Class 21 contains 3063 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 8195 members 
Mstep: Class 24 contains 1256 members 
Mstep: Class 25 contains 38725 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 980 members 
Mstep: Class 28 contains 3905 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 1751 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 33 contains 84573 members 
Mstep: Class 34 contains 19374 members 
Mstep: Class 35 contains 5227 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 196514 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 132049 members 
Mstep: Class 40 contains 929 members 
Mstep: Class 41 contains 105131 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8326 members 
Mstep: Class 44 contains 254752 members 
Mstep: Class 45 contains 721 members 
Mstep: Class 46 contains 173 members 
Mstep: Class 47 contains 283 members 
Mstep: Class 48 contains 2453 members 
Mstep: Class 49 contains 6021 members 
Mstep: Class 50 contains 167001 members 
Mstep: Class 51 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90667448.000000 Penalty: 32967.777344
Iteration 133Q: 51 clusters Score -9.066745e+07 nChanged 35201
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 98940 members 
Mstep: Class 4 contains 138587 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5916 members 
Mstep: Class 7 contains 217531 members 
Mstep: Class 8 contains 119280 members 
Mstep: Class 9 contains 86339 members 
Mstep: Class 10 contains 37499 members 
Mstep: Class 11 contains 24139 members 
Mstep: Class 12 contains 3291 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 1976 members 
Mstep: Class 15 contains 395 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 62626 members 
Mstep: Class 19 contains 3684 members 
Mstep: Class 20 contains 97448 members 
Mstep: Class 21 contains 3084 members 
Mstep: Class 22 contains 2998 members 
Mstep: Class 23 contains 8355 members 
Mstep: Class 24 contains 1257 members 
Mstep: Class 25 contains 31417 members 
Mstep: Class 26 contains 461 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 3912 members 
Mstep: Class 29 contains 3203 members 
Mstep: Class 30 contains 1751 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 33 contains 80232 members 
Mstep: Class 34 contains 19380 members 
Mstep: Class 35 contains 5205 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 194307 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 131887 members 
Mstep: Class 40 contains 946 members 
Mstep: Class 41 contains 106265 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8300 members 
Mstep: Class 44 contains 254117 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 172 members 
Mstep: Class 47 contains 285 members 
Mstep: Class 48 contains 2480 members 
Mstep: Class 49 contains 6022 members 
Mstep: Class 50 contains 176100 members 
Mstep: Class 51 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90670888.000000 Penalty: 32967.777344
Iteration 134Q: 51 clusters Score -9.067089e+07 nChanged 39675
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 7253 members 
Mstep: Class 3 contains 99295 members 
Mstep: Class 4 contains 143620 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 217581 members 
Mstep: Class 8 contains 118784 members 
Mstep: Class 9 contains 87817 members 
Mstep: Class 10 contains 37524 members 
Mstep: Class 11 contains 23554 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 1924 members 
Mstep: Class 15 contains 397 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 62556 members 
Mstep: Class 19 contains 3646 members 
Mstep: Class 20 contains 97253 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 3090 members 
Mstep: Class 23 contains 8498 members 
Mstep: Class 24 contains 1257 members 
Mstep: Class 25 contains 25349 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 979 members 
Mstep: Class 28 contains 3917 members 
Mstep: Class 29 contains 3210 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 1200 members 
Mstep: Class 33 contains 76344 members 
Mstep: Class 34 contains 19386 members 
Mstep: Class 35 contains 5178 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 188497 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 131534 members 
Mstep: Class 40 contains 952 members 
Mstep: Class 41 contains 107456 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8288 members 
Mstep: Class 44 contains 252058 members 
Mstep: Class 45 contains 726 members 
Mstep: Class 46 contains 172 members 
Mstep: Class 47 contains 287 members 
Mstep: Class 48 contains 2501 members 
Mstep: Class 49 contains 6022 members 
Mstep: Class 50 contains 186715 members 
Mstep: Class 51 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90671120.000000 Penalty: 32967.777344
Iteration 135Q: 51 clusters Score -9.067112e+07 nChanged 34939
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 7255 members 
Mstep: Class 3 contains 99720 members 
Mstep: Class 4 contains 148466 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 6122 members 
Mstep: Class 7 contains 217634 members 
Mstep: Class 8 contains 118306 members 
Mstep: Class 9 contains 90353 members 
Mstep: Class 10 contains 37557 members 
Mstep: Class 11 contains 22956 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 1896 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 62492 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 97130 members 
Mstep: Class 21 contains 3141 members 
Mstep: Class 22 contains 3177 members 
Mstep: Class 23 contains 8640 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 20325 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 977 members 
Mstep: Class 28 contains 3922 members 
Mstep: Class 29 contains 3211 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 33 contains 73179 members 
Mstep: Class 34 contains 19392 members 
Mstep: Class 35 contains 5149 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 186015 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 131205 members 
Mstep: Class 40 contains 955 members 
Mstep: Class 41 contains 108766 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8278 members 
Mstep: Class 44 contains 249905 members 
Mstep: Class 45 contains 728 members 
Mstep: Class 46 contains 172 members 
Mstep: Class 47 contains 289 members 
Mstep: Class 48 contains 2519 members 
Mstep: Class 49 contains 6015 members 
Mstep: Class 50 contains 190885 members 
Mstep: Class 51 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90668496.000000 Penalty: 32967.777344
Iteration 136Q: 51 clusters Score -9.06685e+07 nChanged 27588
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 7255 members 
Mstep: Class 3 contains 99924 members 
Mstep: Class 4 contains 153156 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 6194 members 
Mstep: Class 7 contains 217681 members 
Mstep: Class 8 contains 117844 members 
Mstep: Class 9 contains 93380 members 
Mstep: Class 10 contains 37580 members 
Mstep: Class 11 contains 22258 members 
Mstep: Class 12 contains 3588 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 1857 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 62467 members 
Mstep: Class 19 contains 3595 members 
Mstep: Class 20 contains 97013 members 
Mstep: Class 21 contains 3181 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 8765 members 
Mstep: Class 24 contains 1259 members 
Mstep: Class 25 contains 16041 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 977 members 
Mstep: Class 28 contains 3927 members 
Mstep: Class 29 contains 3204 members 
Mstep: Class 30 contains 1746 members 
Mstep: Class 31 contains 1210 members 
Mstep: Class 33 contains 70612 members 
Mstep: Class 34 contains 19397 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 188002 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 130931 members 
Mstep: Class 40 contains 957 members 
Mstep: Class 41 contains 110228 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8266 members 
Mstep: Class 44 contains 247151 members 
Mstep: Class 45 contains 729 members 
Mstep: Class 46 contains 172 members 
Mstep: Class 47 contains 290 members 
Mstep: Class 48 contains 2550 members 
Mstep: Class 49 contains 6019 members 
Mstep: Class 50 contains 189561 members 
Mstep: Class 51 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90669280.000000 Penalty: 32967.777344
Iteration 137Q: 51 clusters Score -9.066928e+07 nChanged 25220
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 7255 members 
Mstep: Class 3 contains 100090 members 
Mstep: Class 4 contains 157572 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 217653 members 
Mstep: Class 8 contains 117238 members 
Mstep: Class 9 contains 96481 members 
Mstep: Class 10 contains 37612 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 3705 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 400 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 62420 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 96864 members 
Mstep: Class 21 contains 3211 members 
Mstep: Class 22 contains 3293 members 
Mstep: Class 23 contains 8890 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 12150 members 
Mstep: Class 26 contains 450 members 
Mstep: Class 27 contains 975 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 3199 members 
Mstep: Class 30 contains 1747 members 
Mstep: Class 31 contains 1214 members 
Mstep: Class 33 contains 68533 members 
Mstep: Class 34 contains 19408 members 
Mstep: Class 35 contains 5118 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 192567 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 130747 members 
Mstep: Class 40 contains 957 members 
Mstep: Class 41 contains 111431 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8266 members 
Mstep: Class 44 contains 242360 members 
Mstep: Class 45 contains 729 members 
Mstep: Class 46 contains 172 members 
Mstep: Class 47 contains 292 members 
Mstep: Class 48 contains 2560 members 
Mstep: Class 49 contains 6013 members 
Mstep: Class 50 contains 187637 members 
Mstep: Class 51 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90670408.000000 Penalty: 32967.777344
Iteration 138Q: 51 clusters Score -9.067041e+07 nChanged 25459
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 100047 members 
Mstep: Class 4 contains 161407 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6250 members 
Mstep: Class 7 contains 217630 members 
Mstep: Class 8 contains 116477 members 
Mstep: Class 9 contains 99553 members 
Mstep: Class 10 contains 37630 members 
Mstep: Class 11 contains 20677 members 
Mstep: Class 12 contains 3807 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 1741 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 1794 members 
Mstep: Class 17 contains 887 members 
Mstep: Class 18 contains 62368 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 96668 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 9035 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 974 members 
Mstep: Class 28 contains 3943 members 
Mstep: Class 29 contains 3192 members 
Mstep: Class 30 contains 1745 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 33 contains 66956 members 
Mstep: Class 34 contains 19423 members 
Mstep: Class 35 contains 5098 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 199457 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 130682 members 
Mstep: Class 40 contains 957 members 
Mstep: Class 41 contains 112619 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8267 members 
Mstep: Class 44 contains 235010 members 
Mstep: Class 45 contains 731 members 
Mstep: Class 46 contains 172 members 
Mstep: Class 47 contains 293 members 
Mstep: Class 48 contains 2559 members 
Mstep: Class 49 contains 6008 members 
Mstep: Class 50 contains 185985 members 
Mstep: Class 51 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90670952.000000 Penalty: 32967.777344
Iteration 139Q: 51 clusters Score -9.067095e+07 nChanged 25821
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 99786 members 
Mstep: Class 4 contains 164023 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6248 members 
Mstep: Class 7 contains 217610 members 
Mstep: Class 8 contains 115719 members 
Mstep: Class 9 contains 102588 members 
Mstep: Class 10 contains 37666 members 
Mstep: Class 11 contains 19718 members 
Mstep: Class 12 contains 3916 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 887 members 
Mstep: Class 18 contains 62339 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 96469 members 
Mstep: Class 21 contains 3294 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 9160 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 6115 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 973 members 
Mstep: Class 28 contains 3945 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 1744 members 
Mstep: Class 31 contains 1218 members 
Mstep: Class 33 contains 66003 members 
Mstep: Class 34 contains 19424 members 
Mstep: Class 35 contains 5079 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 208214 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 130662 members 
Mstep: Class 40 contains 958 members 
Mstep: Class 41 contains 113862 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8267 members 
Mstep: Class 44 contains 225673 members 
Mstep: Class 45 contains 733 members 
Mstep: Class 46 contains 172 members 
Mstep: Class 47 contains 294 members 
Mstep: Class 48 contains 2568 members 
Mstep: Class 49 contains 6007 members 
Mstep: Class 50 contains 184548 members 
Mstep: Class 51 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90690160.000000 Penalty: 32967.777344
Iteration 140F: 51 clusters Score -9.069016e+07 nChanged 44089
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 99395 members 
Mstep: Class 4 contains 164326 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6418 members 
Mstep: Class 7 contains 217508 members 
Mstep: Class 8 contains 114769 members 
Mstep: Class 9 contains 105584 members 
Mstep: Class 10 contains 37682 members 
Mstep: Class 11 contains 18761 members 
Mstep: Class 12 contains 4120 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 1734 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 62168 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 96099 members 
Mstep: Class 21 contains 3344 members 
Mstep: Class 22 contains 3485 members 
Mstep: Class 23 contains 9330 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 4475 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 973 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 3178 members 
Mstep: Class 30 contains 1738 members 
Mstep: Class 31 contains 1218 members 
Mstep: Class 33 contains 63935 members 
Mstep: Class 34 contains 19393 members 
Mstep: Class 35 contains 5052 members 
Mstep: Class 36 contains 733 members 
Mstep: Class 37 contains 201958 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 130471 members 
Mstep: Class 40 contains 960 members 
Mstep: Class 41 contains 114826 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8263 members 
Mstep: Class 44 contains 217693 members 
Mstep: Class 45 contains 733 members 
Mstep: Class 46 contains 171 members 
Mstep: Class 47 contains 294 members 
Mstep: Class 48 contains 2653 members 
Mstep: Class 49 contains 6006 members 
Mstep: Class 50 contains 199854 members 
Mstep: Class 51 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90690752.000000 Penalty: 32967.777344
Iteration 141Q: 51 clusters Score -9.069075e+07 nChanged 58292
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 7258 members 
Mstep: Class 3 contains 99393 members 
Mstep: Class 4 contains 162379 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 217471 members 
Mstep: Class 8 contains 114006 members 
Mstep: Class 9 contains 110010 members 
Mstep: Class 10 contains 37710 members 
Mstep: Class 11 contains 17858 members 
Mstep: Class 12 contains 4410 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 62057 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 95854 members 
Mstep: Class 21 contains 3408 members 
Mstep: Class 22 contains 3601 members 
Mstep: Class 23 contains 9488 members 
Mstep: Class 24 contains 1265 members 
Mstep: Class 25 contains 3319 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 975 members 
Mstep: Class 28 contains 3966 members 
Mstep: Class 29 contains 3166 members 
Mstep: Class 30 contains 1735 members 
Mstep: Class 31 contains 1219 members 
Mstep: Class 33 contains 63583 members 
Mstep: Class 34 contains 19375 members 
Mstep: Class 35 contains 5036 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 191141 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 130044 members 
Mstep: Class 40 contains 962 members 
Mstep: Class 41 contains 115835 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8263 members 
Mstep: Class 44 contains 209106 members 
Mstep: Class 45 contains 733 members 
Mstep: Class 46 contains 169 members 
Mstep: Class 47 contains 294 members 
Mstep: Class 48 contains 2741 members 
Mstep: Class 49 contains 5999 members 
Mstep: Class 50 contains 217761 members 
Mstep: Class 51 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90697080.000000 Penalty: 32967.777344
Iteration 142Q: 51 clusters Score -9.069708e+07 nChanged 54174
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 7261 members 
Mstep: Class 3 contains 99606 members 
Mstep: Class 4 contains 157601 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6704 members 
Mstep: Class 7 contains 217438 members 
Mstep: Class 8 contains 113510 members 
Mstep: Class 9 contains 114579 members 
Mstep: Class 10 contains 37751 members 
Mstep: Class 11 contains 16955 members 
Mstep: Class 12 contains 4692 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 61997 members 
Mstep: Class 19 contains 3373 members 
Mstep: Class 20 contains 95673 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 9674 members 
Mstep: Class 24 contains 1266 members 
Mstep: Class 25 contains 2422 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 3156 members 
Mstep: Class 30 contains 1738 members 
Mstep: Class 31 contains 1218 members 
Mstep: Class 33 contains 62857 members 
Mstep: Class 34 contains 19350 members 
Mstep: Class 35 contains 5020 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 183572 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 129473 members 
Mstep: Class 40 contains 964 members 
Mstep: Class 41 contains 116606 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8267 members 
Mstep: Class 44 contains 204173 members 
Mstep: Class 45 contains 733 members 
Mstep: Class 46 contains 168 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 2861 members 
Mstep: Class 49 contains 5991 members 
Mstep: Class 50 contains 231539 members 
Mstep: Class 51 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90697008.000000 Penalty: 32967.777344
Iteration 143Q: 51 clusters Score -9.069701e+07 nChanged 49601
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 100627 members 
Mstep: Class 4 contains 151077 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 217407 members 
Mstep: Class 8 contains 113006 members 
Mstep: Class 9 contains 118878 members 
Mstep: Class 10 contains 37814 members 
Mstep: Class 11 contains 16143 members 
Mstep: Class 12 contains 4984 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 1060 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 61904 members 
Mstep: Class 19 contains 3344 members 
Mstep: Class 20 contains 95609 members 
Mstep: Class 21 contains 3534 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 9881 members 
Mstep: Class 24 contains 1267 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 982 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 3154 members 
Mstep: Class 30 contains 1740 members 
Mstep: Class 31 contains 1220 members 
Mstep: Class 33 contains 61698 members 
Mstep: Class 34 contains 19313 members 
Mstep: Class 35 contains 4993 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 180769 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 128995 members 
Mstep: Class 40 contains 968 members 
Mstep: Class 41 contains 116339 members 
Mstep: Class 42 contains 88 members 
Mstep: Class 43 contains 8269 members 
Mstep: Class 44 contains 201438 members 
Mstep: Class 45 contains 733 members 
Mstep: Class 46 contains 167 members 
Mstep: Class 47 contains 296 members 
Mstep: Class 48 contains 2996 members 
Mstep: Class 49 contains 5981 members 
Mstep: Class 50 contains 240573 members 
Mstep: Class 51 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90692432.000000 Penalty: 32967.777344
Iteration 144Q: 51 clusters Score -9.069243e+07 nChanged 46698
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 7266 members 
Mstep: Class 3 contains 102408 members 
Mstep: Class 4 contains 143519 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6752 members 
Mstep: Class 7 contains 217375 members 
Mstep: Class 8 contains 112467 members 
Mstep: Class 9 contains 122759 members 
Mstep: Class 10 contains 37872 members 
Mstep: Class 11 contains 15416 members 
Mstep: Class 12 contains 5246 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 795 members 
Mstep: Class 15 contains 406 members 
Mstep: Class 16 contains 1715 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 61843 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 95643 members 
Mstep: Class 21 contains 3602 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 10082 members 
Mstep: Class 24 contains 1270 members 
Mstep: Class 25 contains 1166 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 3980 members 
Mstep: Class 29 contains 3155 members 
Mstep: Class 30 contains 1729 members 
Mstep: Class 31 contains 1222 members 
Mstep: Class 33 contains 60437 members 
Mstep: Class 34 contains 19287 members 
Mstep: Class 35 contains 4959 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 181872 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 128795 members 
Mstep: Class 40 contains 971 members 
Mstep: Class 41 contains 115031 members 
Mstep: Class 42 contains 90 members 
Mstep: Class 43 contains 8267 members 
Mstep: Class 44 contains 199190 members 
Mstep: Class 45 contains 732 members 
Mstep: Class 46 contains 163 members 
Mstep: Class 47 contains 297 members 
Mstep: Class 48 contains 3079 members 
Mstep: Class 49 contains 5977 members 
Mstep: Class 50 contains 246404 members 
Mstep: Class 51 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 490.377319 but Gain 659.355469
Score: -90688816.000000 Penalty: 32308.421875
Iteration 145Q: 50 clusters Score -9.068882e+07 nChanged 44772
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 104463 members 
Mstep: Class 4 contains 136155 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6782 members 
Mstep: Class 7 contains 217337 members 
Mstep: Class 8 contains 111849 members 
Mstep: Class 9 contains 126894 members 
Mstep: Class 10 contains 37934 members 
Mstep: Class 11 contains 14896 members 
Mstep: Class 12 contains 5508 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 61769 members 
Mstep: Class 19 contains 3291 members 
Mstep: Class 20 contains 95709 members 
Mstep: Class 21 contains 3679 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 10313 members 
Mstep: Class 24 contains 1270 members 
Mstep: Class 25 contains 749 members 
Mstep: Class 26 contains 450 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 3982 members 
Mstep: Class 29 contains 3151 members 
Mstep: Class 30 contains 1715 members 
Mstep: Class 31 contains 1223 members 
Mstep: Class 33 contains 59226 members 
Mstep: Class 34 contains 19273 members 
Mstep: Class 35 contains 4927 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 185606 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 128774 members 
Mstep: Class 40 contains 974 members 
Mstep: Class 41 contains 112985 members 
Mstep: Class 42 contains 90 members 
Mstep: Class 43 contains 8268 members 
Mstep: Class 44 contains 195646 members 
Mstep: Class 45 contains 731 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 298 members 
Mstep: Class 48 contains 3118 members 
Mstep: Class 49 contains 5973 members 
Mstep: Class 50 contains 250859 members 
Mstep: Class 51 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 430.911469 but Gain 659.355469
Score: -90685440.000000 Penalty: 31649.066406
Iteration 146Q: 49 clusters Score -9.068544e+07 nChanged 44529
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 106462 members 
Mstep: Class 4 contains 129458 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6809 members 
Mstep: Class 7 contains 217323 members 
Mstep: Class 8 contains 111361 members 
Mstep: Class 9 contains 130541 members 
Mstep: Class 10 contains 37984 members 
Mstep: Class 11 contains 14525 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 409 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 18 contains 61669 members 
Mstep: Class 19 contains 3262 members 
Mstep: Class 20 contains 95762 members 
Mstep: Class 21 contains 3768 members 
Mstep: Class 22 contains 3948 members 
Mstep: Class 23 contains 10545 members 
Mstep: Class 24 contains 1270 members 
Mstep: Class 26 contains 448 members 
Mstep: Class 27 contains 998 members 
Mstep: Class 28 contains 3984 members 
Mstep: Class 29 contains 3147 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 1224 members 
Mstep: Class 33 contains 58154 members 
Mstep: Class 34 contains 19275 members 
Mstep: Class 35 contains 4892 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 191559 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 128680 members 
Mstep: Class 40 contains 976 members 
Mstep: Class 41 contains 110194 members 
Mstep: Class 42 contains 90 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 190124 members 
Mstep: Class 45 contains 731 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 300 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 5961 members 
Mstep: Class 50 contains 254579 members 
Mstep: Class 51 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680872.000000 Penalty: 31649.066406
Iteration 147Q: 49 clusters Score -9.068087e+07 nChanged 45195
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 108403 members 
Mstep: Class 4 contains 123287 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6819 members 
Mstep: Class 7 contains 217328 members 
Mstep: Class 8 contains 110899 members 
Mstep: Class 9 contains 133940 members 
Mstep: Class 10 contains 38049 members 
Mstep: Class 11 contains 14308 members 
Mstep: Class 12 contains 6130 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 61623 members 
Mstep: Class 19 contains 3246 members 
Mstep: Class 20 contains 95750 members 
Mstep: Class 21 contains 3884 members 
Mstep: Class 22 contains 4013 members 
Mstep: Class 23 contains 10784 members 
Mstep: Class 24 contains 1270 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 3985 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 1226 members 
Mstep: Class 33 contains 57382 members 
Mstep: Class 34 contains 19281 members 
Mstep: Class 35 contains 4851 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 197931 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 128622 members 
Mstep: Class 40 contains 977 members 
Mstep: Class 41 contains 107273 members 
Mstep: Class 42 contains 90 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 182616 members 
Mstep: Class 45 contains 731 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 301 members 
Mstep: Class 48 contains 3186 members 
Mstep: Class 49 contains 5955 members 
Mstep: Class 50 contains 258093 members 
Mstep: Class 51 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90675408.000000 Penalty: 31649.066406
Iteration 148Q: 49 clusters Score -9.067541e+07 nChanged 45201
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 7266 members 
Mstep: Class 3 contains 110249 members 
Mstep: Class 4 contains 117971 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 217305 members 
Mstep: Class 8 contains 110438 members 
Mstep: Class 9 contains 136644 members 
Mstep: Class 10 contains 38116 members 
Mstep: Class 11 contains 14236 members 
Mstep: Class 12 contains 6500 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 61564 members 
Mstep: Class 19 contains 3233 members 
Mstep: Class 20 contains 95716 members 
Mstep: Class 21 contains 4003 members 
Mstep: Class 22 contains 4073 members 
Mstep: Class 23 contains 10981 members 
Mstep: Class 24 contains 1269 members 
Mstep: Class 26 contains 448 members 
Mstep: Class 27 contains 1002 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 1230 members 
Mstep: Class 33 contains 56953 members 
Mstep: Class 34 contains 19285 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 205217 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 128594 members 
Mstep: Class 40 contains 977 members 
Mstep: Class 41 contains 104483 members 
Mstep: Class 42 contains 90 members 
Mstep: Class 43 contains 8275 members 
Mstep: Class 44 contains 173480 members 
Mstep: Class 45 contains 730 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 302 members 
Mstep: Class 48 contains 3243 members 
Mstep: Class 49 contains 5948 members 
Mstep: Class 50 contains 261190 members 
Mstep: Class 51 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90671728.000000 Penalty: 31649.066406
Iteration 149Q: 49 clusters Score -9.067173e+07 nChanged 38993
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 111856 members 
Mstep: Class 4 contains 113578 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6846 members 
Mstep: Class 7 contains 217311 members 
Mstep: Class 8 contains 110186 members 
Mstep: Class 9 contains 137839 members 
Mstep: Class 10 contains 38194 members 
Mstep: Class 11 contains 14235 members 
Mstep: Class 12 contains 6869 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 61536 members 
Mstep: Class 19 contains 3223 members 
Mstep: Class 20 contains 95640 members 
Mstep: Class 21 contains 4105 members 
Mstep: Class 22 contains 4151 members 
Mstep: Class 23 contains 11227 members 
Mstep: Class 24 contains 1268 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 3993 members 
Mstep: Class 29 contains 3159 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 1231 members 
Mstep: Class 33 contains 56489 members 
Mstep: Class 34 contains 19278 members 
Mstep: Class 35 contains 4781 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 212238 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 128512 members 
Mstep: Class 40 contains 977 members 
Mstep: Class 41 contains 102440 members 
Mstep: Class 42 contains 90 members 
Mstep: Class 43 contains 8286 members 
Mstep: Class 44 contains 165696 members 
Mstep: Class 45 contains 729 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3261 members 
Mstep: Class 49 contains 5937 members 
Mstep: Class 50 contains 262640 members 
Mstep: Class 51 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90672080.000000 Penalty: 31649.066406
Iteration 150Q: 49 clusters Score -9.067208e+07 nChanged 29940
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 113297 members 
Mstep: Class 4 contains 109824 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6859 members 
Mstep: Class 7 contains 217345 members 
Mstep: Class 8 contains 110051 members 
Mstep: Class 9 contains 137411 members 
Mstep: Class 10 contains 38257 members 
Mstep: Class 11 contains 14248 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 61489 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 95480 members 
Mstep: Class 21 contains 4216 members 
Mstep: Class 22 contains 4239 members 
Mstep: Class 23 contains 11477 members 
Mstep: Class 24 contains 1267 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 4000 members 
Mstep: Class 29 contains 3162 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 1231 members 
Mstep: Class 33 contains 55524 members 
Mstep: Class 34 contains 19288 members 
Mstep: Class 35 contains 4755 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 219256 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 128340 members 
Mstep: Class 40 contains 975 members 
Mstep: Class 41 contains 101137 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8296 members 
Mstep: Class 44 contains 161536 members 
Mstep: Class 45 contains 731 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3284 members 
Mstep: Class 49 contains 5925 members 
Mstep: Class 50 contains 261086 members 
Mstep: Class 51 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90673488.000000 Penalty: 31649.066406
Iteration 151Q: 49 clusters Score -9.067349e+07 nChanged 25639
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 114559 members 
Mstep: Class 4 contains 105942 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6884 members 
Mstep: Class 7 contains 217369 members 
Mstep: Class 8 contains 110017 members 
Mstep: Class 9 contains 135939 members 
Mstep: Class 10 contains 38322 members 
Mstep: Class 11 contains 14230 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 61407 members 
Mstep: Class 19 contains 3199 members 
Mstep: Class 20 contains 95303 members 
Mstep: Class 21 contains 4335 members 
Mstep: Class 22 contains 4325 members 
Mstep: Class 23 contains 11743 members 
Mstep: Class 24 contains 1267 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 3158 members 
Mstep: Class 30 contains 1602 members 
Mstep: Class 31 contains 1232 members 
Mstep: Class 33 contains 54137 members 
Mstep: Class 34 contains 19303 members 
Mstep: Class 35 contains 4738 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 226189 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 128142 members 
Mstep: Class 40 contains 974 members 
Mstep: Class 41 contains 100380 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8300 members 
Mstep: Class 44 contains 161127 members 
Mstep: Class 45 contains 735 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3292 members 
Mstep: Class 49 contains 5918 members 
Mstep: Class 50 contains 257229 members 
Mstep: Class 51 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90673960.000000 Penalty: 31649.066406
Iteration 152Q: 49 clusters Score -9.067396e+07 nChanged 24843
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 115724 members 
Mstep: Class 4 contains 101986 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6946 members 
Mstep: Class 7 contains 217366 members 
Mstep: Class 8 contains 109966 members 
Mstep: Class 9 contains 133661 members 
Mstep: Class 10 contains 38366 members 
Mstep: Class 11 contains 14195 members 
Mstep: Class 12 contains 8125 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 61286 members 
Mstep: Class 19 contains 3205 members 
Mstep: Class 20 contains 95129 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 12048 members 
Mstep: Class 24 contains 1267 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 1007 members 
Mstep: Class 28 contains 4015 members 
Mstep: Class 29 contains 3142 members 
Mstep: Class 30 contains 1583 members 
Mstep: Class 31 contains 1232 members 
Mstep: Class 33 contains 52442 members 
Mstep: Class 34 contains 19323 members 
Mstep: Class 35 contains 4720 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 232906 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127930 members 
Mstep: Class 40 contains 974 members 
Mstep: Class 41 contains 99923 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8307 members 
Mstep: Class 44 contains 163840 members 
Mstep: Class 45 contains 736 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3308 members 
Mstep: Class 49 contains 5908 members 
Mstep: Class 50 contains 251733 members 
Mstep: Class 51 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90674136.000000 Penalty: 31649.066406
Iteration 153Q: 49 clusters Score -9.067414e+07 nChanged 25065
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 116611 members 
Mstep: Class 4 contains 98092 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 7009 members 
Mstep: Class 7 contains 217375 members 
Mstep: Class 8 contains 110070 members 
Mstep: Class 9 contains 131179 members 
Mstep: Class 10 contains 38397 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 8554 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 61178 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 20 contains 95004 members 
Mstep: Class 21 contains 4542 members 
Mstep: Class 22 contains 4498 members 
Mstep: Class 23 contains 12394 members 
Mstep: Class 24 contains 1266 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 1012 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3125 members 
Mstep: Class 30 contains 1565 members 
Mstep: Class 31 contains 1232 members 
Mstep: Class 33 contains 50519 members 
Mstep: Class 34 contains 19345 members 
Mstep: Class 35 contains 4689 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 239090 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127745 members 
Mstep: Class 40 contains 975 members 
Mstep: Class 41 contains 99538 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8318 members 
Mstep: Class 44 contains 169046 members 
Mstep: Class 45 contains 737 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3295 members 
Mstep: Class 49 contains 5897 members 
Mstep: Class 50 contains 244876 members 
Mstep: Class 51 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90673720.000000 Penalty: 31649.066406
Iteration 154Q: 49 clusters Score -9.067372e+07 nChanged 25244
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 117295 members 
Mstep: Class 4 contains 94048 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 7068 members 
Mstep: Class 7 contains 217360 members 
Mstep: Class 8 contains 110210 members 
Mstep: Class 9 contains 128688 members 
Mstep: Class 10 contains 38417 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 8953 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 61068 members 
Mstep: Class 19 contains 3219 members 
Mstep: Class 20 contains 94929 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 12739 members 
Mstep: Class 24 contains 1269 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 1016 members 
Mstep: Class 28 contains 4027 members 
Mstep: Class 29 contains 3117 members 
Mstep: Class 30 contains 1552 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 33 contains 48522 members 
Mstep: Class 34 contains 19355 members 
Mstep: Class 35 contains 4663 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 244220 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127601 members 
Mstep: Class 40 contains 977 members 
Mstep: Class 41 contains 99159 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8322 members 
Mstep: Class 44 contains 175904 members 
Mstep: Class 45 contains 740 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 5887 members 
Mstep: Class 50 contains 237964 members 
Mstep: Class 51 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90673536.000000 Penalty: 31649.066406
Iteration 155Q: 49 clusters Score -9.067354e+07 nChanged 25022
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 7279 members 
Mstep: Class 3 contains 117804 members 
Mstep: Class 4 contains 89471 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 7127 members 
Mstep: Class 7 contains 217343 members 
Mstep: Class 8 contains 110318 members 
Mstep: Class 9 contains 126429 members 
Mstep: Class 10 contains 38431 members 
Mstep: Class 11 contains 14071 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 60999 members 
Mstep: Class 19 contains 3234 members 
Mstep: Class 20 contains 94941 members 
Mstep: Class 21 contains 4747 members 
Mstep: Class 22 contains 4684 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 1270 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 1019 members 
Mstep: Class 28 contains 4026 members 
Mstep: Class 29 contains 3119 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 1236 members 
Mstep: Class 33 contains 46552 members 
Mstep: Class 34 contains 19347 members 
Mstep: Class 35 contains 4635 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 247940 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127522 members 
Mstep: Class 40 contains 978 members 
Mstep: Class 41 contains 98803 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8325 members 
Mstep: Class 44 contains 183782 members 
Mstep: Class 45 contains 741 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3230 members 
Mstep: Class 49 contains 5880 members 
Mstep: Class 50 contains 231959 members 
Mstep: Class 51 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90673336.000000 Penalty: 31649.066406
Iteration 156Q: 49 clusters Score -9.067334e+07 nChanged 23950
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 118064 members 
Mstep: Class 4 contains 84840 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 217317 members 
Mstep: Class 8 contains 110336 members 
Mstep: Class 9 contains 124522 members 
Mstep: Class 10 contains 38436 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 9672 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 900 members 
Mstep: Class 18 contains 60921 members 
Mstep: Class 19 contains 3244 members 
Mstep: Class 20 contains 94977 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 4787 members 
Mstep: Class 23 contains 13320 members 
Mstep: Class 24 contains 1274 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4028 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 33 contains 44728 members 
Mstep: Class 34 contains 19354 members 
Mstep: Class 35 contains 4622 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 249851 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 980 members 
Mstep: Class 41 contains 98444 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8333 members 
Mstep: Class 44 contains 192041 members 
Mstep: Class 45 contains 745 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3189 members 
Mstep: Class 49 contains 5868 members 
Mstep: Class 50 contains 227486 members 
Mstep: Class 51 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90673480.000000 Penalty: 31649.066406
Iteration 157Q: 49 clusters Score -9.067348e+07 nChanged 22096
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118132 members 
Mstep: Class 4 contains 80217 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 7261 members 
Mstep: Class 7 contains 217313 members 
Mstep: Class 8 contains 110295 members 
Mstep: Class 9 contains 123033 members 
Mstep: Class 10 contains 38445 members 
Mstep: Class 11 contains 14057 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 900 members 
Mstep: Class 18 contains 60834 members 
Mstep: Class 19 contains 3244 members 
Mstep: Class 20 contains 95006 members 
Mstep: Class 21 contains 4989 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 13546 members 
Mstep: Class 24 contains 1276 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4026 members 
Mstep: Class 29 contains 3105 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 33 contains 43107 members 
Mstep: Class 34 contains 19360 members 
Mstep: Class 35 contains 4618 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 250214 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127491 members 
Mstep: Class 40 contains 980 members 
Mstep: Class 41 contains 98085 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8345 members 
Mstep: Class 44 contains 200069 members 
Mstep: Class 45 contains 752 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3140 members 
Mstep: Class 49 contains 5855 members 
Mstep: Class 50 contains 224648 members 
Mstep: Class 51 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90674576.000000 Penalty: 31649.066406
Iteration 158Q: 49 clusters Score -9.067458e+07 nChanged 19946
Entering ConstructFrom: 
Score: -90674576.000000 Penalty: 31649.066406
Entering ConstructFrom: 
Trying to split cluster 1 (53172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53172 members 
Entering Unmasked Estep 
Score: -2748218.750000 Penalty: 495.098572
	Iteration 0F: 2 clusters Score -2748219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -2712507.750000 Penalty: 990.197144
	Iteration 0F: 3 clusters Score -2712508 nChanged 25660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -2729379.000000 Penalty: 990.197144
	Iteration 1F: 3 clusters Score -2729379 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -2731437.500000 Penalty: 990.197144
	Iteration 2F: 3 clusters Score -2731438 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -2734683.250000 Penalty: 990.197144
	Iteration 3F: 3 clusters Score -2734683 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -2738555.500000 Penalty: 990.197144
	Iteration 4F: 3 clusters Score -2738556 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -2741800.500000 Penalty: 990.197144
	Iteration 5F: 3 clusters Score -2741800 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -2744012.750000 Penalty: 990.197144
	Iteration 6Q: 3 clusters Score -2744013 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -2745205.750000 Penalty: 990.197144
	Iteration 7Q: 3 clusters Score -2745206 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -2745969.000000 Penalty: 990.197144
	Iteration 8Q: 3 clusters Score -2745969 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -2746363.000000 Penalty: 990.197144
	Iteration 9Q: 3 clusters Score -2746363 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -2746667.500000 Penalty: 990.197144
	Iteration 10Q: 3 clusters Score -2746668 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -2746886.250000 Penalty: 990.197144
	Iteration 11Q: 3 clusters Score -2746886 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -2747047.750000 Penalty: 990.197144
	Iteration 12Q: 3 clusters Score -2747048 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -2747152.750000 Penalty: 990.197144
	Iteration 13Q: 3 clusters Score -2747153 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -2747239.500000 Penalty: 990.197144
	Iteration 14Q: 3 clusters Score -2747240 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -2747297.750000 Penalty: 990.197144
	Iteration 15Q: 3 clusters Score -2747298 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -2747358.500000 Penalty: 990.197144
	Iteration 16Q: 3 clusters Score -2747358 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -2747426.750000 Penalty: 990.197144
	Iteration 17Q: 3 clusters Score -2747427 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -2747492.000000 Penalty: 990.197144
	Iteration 18Q: 3 clusters Score -2747492 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -2747530.750000 Penalty: 990.197144
	Iteration 19Q: 3 clusters Score -2747531 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -2747571.000000 Penalty: 990.197144
	Iteration 20F: 3 clusters Score -2747571 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -2747606.500000 Penalty: 990.197144
	Iteration 21Q: 3 clusters Score -2747606 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -2747627.500000 Penalty: 990.197144
	Iteration 22Q: 3 clusters Score -2747628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -2747654.250000 Penalty: 990.197144
	Iteration 23Q: 3 clusters Score -2747654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -2747671.750000 Penalty: 990.197144
	Iteration 24Q: 3 clusters Score -2747672 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -2747697.000000 Penalty: 990.197144
	Iteration 25Q: 3 clusters Score -2747697 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -2747709.750000 Penalty: 990.197144
	Iteration 26Q: 3 clusters Score -2747710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -2747709.750000 Penalty: 990.197144
	Iteration 27Q: 3 clusters Score -2747710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -2747718.000000 Penalty: 990.197144
	Iteration 28Q: 3 clusters Score -2747718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -2747721.500000 Penalty: 990.197144
	Iteration 29Q: 3 clusters Score -2747722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -2747725.500000 Penalty: 990.197144
	Iteration 30Q: 3 clusters Score -2747726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -2747731.500000 Penalty: 990.197144
	Iteration 31Q: 3 clusters Score -2747732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -2747730.500000 Penalty: 990.197144
	Iteration 32Q: 3 clusters Score -2747730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -2747738.250000 Penalty: 990.197144
	Iteration 33Q: 3 clusters Score -2747738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -2747744.500000 Penalty: 990.197144
	Iteration 34Q: 3 clusters Score -2747744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -2747744.750000 Penalty: 990.197144
	Iteration 35Q: 3 clusters Score -2747745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -2747744.750000 Penalty: 990.197144
	Iteration 36Q: 3 clusters Score -2747745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -2747745.250000 Penalty: 990.197144
	Iteration 37Q: 3 clusters Score -2747745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -2747743.750000 Penalty: 990.197144
	Iteration 38Q: 3 clusters Score -2747744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -2747737.750000 Penalty: 990.197144
	Iteration 39Q: 3 clusters Score -2747738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -2747741.750000 Penalty: 990.197144
	Iteration 40F: 3 clusters Score -2747742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -2747741.750000 Penalty: 990.197144
	Iteration 41Q: 3 clusters Score -2747742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -2747745.750000 Penalty: 990.197144
	Iteration 42Q: 3 clusters Score -2747746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -2747747.500000 Penalty: 990.197144
	Iteration 43Q: 3 clusters Score -2747748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -2747746.250000 Penalty: 990.197144
	Iteration 44Q: 3 clusters Score -2747746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -2747750.500000 Penalty: 990.197144
	Iteration 45Q: 3 clusters Score -2747750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -2747748.000000 Penalty: 990.197144
	Iteration 46Q: 3 clusters Score -2747748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -2747754.000000 Penalty: 990.197144
	Iteration 47Q: 3 clusters Score -2747754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -2747755.750000 Penalty: 990.197144
	Iteration 48Q: 3 clusters Score -2747756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -2747761.750000 Penalty: 990.197144
	Iteration 49Q: 3 clusters Score -2747762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -2747765.500000 Penalty: 990.197144
	Iteration 50Q: 3 clusters Score -2747766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -2747770.500000 Penalty: 990.197144
	Iteration 51Q: 3 clusters Score -2747770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -2747774.250000 Penalty: 990.197144
	Iteration 52Q: 3 clusters Score -2747774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -2747775.750000 Penalty: 990.197144
	Iteration 53Q: 3 clusters Score -2747776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -2747777.000000 Penalty: 990.197144
	Iteration 54Q: 3 clusters Score -2747777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -2747778.250000 Penalty: 990.197144
	Iteration 55Q: 3 clusters Score -2747778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -2747780.500000 Penalty: 990.197144
	Iteration 56Q: 3 clusters Score -2747780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -2747776.750000 Penalty: 990.197144
	Iteration 57Q: 3 clusters Score -2747777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -2747776.000000 Penalty: 990.197144
	Iteration 58Q: 3 clusters Score -2747776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -2747776.500000 Penalty: 990.197144
	Iteration 59Q: 3 clusters Score -2747776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -2747771.750000 Penalty: 990.197144
	Iteration 60F: 3 clusters Score -2747772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -2747774.000000 Penalty: 990.197144
	Iteration 61Q: 3 clusters Score -2747774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -2747776.250000 Penalty: 990.197144
	Iteration 62Q: 3 clusters Score -2747776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -2747776.000000 Penalty: 990.197144
	Iteration 63Q: 3 clusters Score -2747776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -2747783.250000 Penalty: 990.197144
	Iteration 64Q: 3 clusters Score -2747783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -2747782.000000 Penalty: 990.197144
	Iteration 65Q: 3 clusters Score -2747782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -2747781.250000 Penalty: 990.197144
	Iteration 66Q: 3 clusters Score -2747781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -2747781.500000 Penalty: 990.197144
	Iteration 67Q: 3 clusters Score -2747782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -2747781.750000 Penalty: 990.197144
	Iteration 68Q: 3 clusters Score -2747782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -2747781.250000 Penalty: 990.197144
	Iteration 69Q: 3 clusters Score -2747781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -2747778.500000 Penalty: 990.197144
	Iteration 70Q: 3 clusters Score -2747778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -2747783.750000 Penalty: 990.197144
	Iteration 71Q: 3 clusters Score -2747784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -2747783.250000 Penalty: 990.197144
	Iteration 72Q: 3 clusters Score -2747783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -2747781.250000 Penalty: 990.197144
	Iteration 73Q: 3 clusters Score -2747781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -2747786.000000 Penalty: 990.197144
	Iteration 74Q: 3 clusters Score -2747786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -2747784.000000 Penalty: 990.197144
	Iteration 75Q: 3 clusters Score -2747784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -2747787.000000 Penalty: 990.197144
	Iteration 76Q: 3 clusters Score -2747787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -2747790.500000 Penalty: 990.197144
	Iteration 77Q: 3 clusters Score -2747790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -2747793.250000 Penalty: 990.197144
	Iteration 78Q: 3 clusters Score -2747793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -2747798.500000 Penalty: 990.197144
	Iteration 79Q: 3 clusters Score -2747798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -2747798.250000 Penalty: 990.197144
	Iteration 80F: 3 clusters Score -2747798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -2747798.750000 Penalty: 990.197144
	Iteration 81Q: 3 clusters Score -2747799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -2747801.250000 Penalty: 990.197144
	Iteration 82Q: 3 clusters Score -2747801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -2747800.500000 Penalty: 990.197144
	Iteration 83Q: 3 clusters Score -2747800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -2747800.750000 Penalty: 990.197144
	Iteration 84Q: 3 clusters Score -2747801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -2747806.000000 Penalty: 990.197144
	Iteration 85Q: 3 clusters Score -2747806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -2747808.750000 Penalty: 990.197144
	Iteration 86Q: 3 clusters Score -2747809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -2747808.750000 Penalty: 990.197144
	Iteration 87Q: 3 clusters Score -2747809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -2747807.750000 Penalty: 990.197144
	Iteration 88Q: 3 clusters Score -2747808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -2747810.500000 Penalty: 990.197144
	Iteration 89Q: 3 clusters Score -2747810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -2747811.000000 Penalty: 990.197144
	Iteration 90Q: 3 clusters Score -2747811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -2747814.750000 Penalty: 990.197144
	Iteration 91Q: 3 clusters Score -2747815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -2747819.000000 Penalty: 990.197144
	Iteration 92Q: 3 clusters Score -2747819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -2747822.500000 Penalty: 990.197144
	Iteration 93Q: 3 clusters Score -2747822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -2747821.500000 Penalty: 990.197144
	Iteration 94Q: 3 clusters Score -2747822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -2747821.500000 Penalty: 990.197144
	Iteration 95Q: 3 clusters Score -2747822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -2747820.750000 Penalty: 990.197144
	Iteration 96Q: 3 clusters Score -2747821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -2747820.750000 Penalty: 990.197144
	Iteration 97Q: 3 clusters Score -2747821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -2747825.000000 Penalty: 990.197144
	Iteration 98Q: 3 clusters Score -2747825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -2747824.750000 Penalty: 990.197144
	Iteration 99Q: 3 clusters Score -2747825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -2747826.250000 Penalty: 990.197144
	Iteration 100F: 3 clusters Score -2747826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -2747827.750000 Penalty: 990.197144
	Iteration 101Q: 3 clusters Score -2747828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -2747826.500000 Penalty: 990.197144
	Iteration 102Q: 3 clusters Score -2747826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -2747826.500000 Penalty: 990.197144
	Iteration 103Q: 3 clusters Score -2747826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -2747827.000000 Penalty: 990.197144
	Iteration 104Q: 3 clusters Score -2747827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -2747826.750000 Penalty: 990.197144
	Iteration 105Q: 3 clusters Score -2747827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -2747826.750000 Penalty: 990.197144
	Iteration 106F: 3 clusters Score -2747827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -349239.656250 Penalty: 404.651306
	Iteration 0F: 2 clusters Score -349239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -344506.281250 Penalty: 809.302612
	Iteration 0F: 3 clusters Score -344506.3 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -346396.812500 Penalty: 809.302612
	Iteration 1F: 3 clusters Score -346396.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -346778.875000 Penalty: 809.302612
	Iteration 2F: 3 clusters Score -346778.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -347210.781250 Penalty: 809.302612
	Iteration 3F: 3 clusters Score -347210.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -347642.968750 Penalty: 809.302612
	Iteration 4F: 3 clusters Score -347643 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -348065.718750 Penalty: 809.302612
	Iteration 5F: 3 clusters Score -348065.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -348433.125000 Penalty: 809.302612
	Iteration 6F: 3 clusters Score -348433.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -348655.406250 Penalty: 809.302612
	Iteration 7Q: 3 clusters Score -348655.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -348779.281250 Penalty: 809.302612
	Iteration 8Q: 3 clusters Score -348779.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -348837.562500 Penalty: 809.302612
	Iteration 9Q: 3 clusters Score -348837.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -348875.781250 Penalty: 809.302612
	Iteration 10Q: 3 clusters Score -348875.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -348901.031250 Penalty: 809.302612
	Iteration 11Q: 3 clusters Score -348901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -348920.312500 Penalty: 809.302612
	Iteration 12Q: 3 clusters Score -348920.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -348938.187500 Penalty: 809.302612
	Iteration 13Q: 3 clusters Score -348938.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -348946.812500 Penalty: 809.302612
	Iteration 14Q: 3 clusters Score -348946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -348951.406250 Penalty: 809.302612
	Iteration 15Q: 3 clusters Score -348951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -348952.875000 Penalty: 809.302612
	Iteration 16Q: 3 clusters Score -348952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -348955.250000 Penalty: 809.302612
	Iteration 17Q: 3 clusters Score -348955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -348956.156250 Penalty: 809.302612
	Iteration 18Q: 3 clusters Score -348956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -348957.500000 Penalty: 809.302612
	Iteration 19Q: 3 clusters Score -348957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -348961.687500 Penalty: 809.302612
	Iteration 20F: 3 clusters Score -348961.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -348962.750000 Penalty: 809.302612
	Iteration 21Q: 3 clusters Score -348962.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -348962.750000 Penalty: 809.302612
	Iteration 22F: 3 clusters Score -348962.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (118040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118040 members 
Entering Unmasked Estep 
Score: -5842795.000000 Penalty: 531.384399
	Iteration 0F: 2 clusters Score -5842795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -5764857.000000 Penalty: 1062.768799
	Iteration 0F: 3 clusters Score -5764857 nChanged 57797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -5803544.500000 Penalty: 1062.768799
	Iteration 1F: 3 clusters Score -5803544 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -5810041.000000 Penalty: 1062.768799
	Iteration 2F: 3 clusters Score -5810041 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -5819176.000000 Penalty: 1062.768799
	Iteration 3F: 3 clusters Score -5819176 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -5829650.500000 Penalty: 1062.768799
	Iteration 4F: 3 clusters Score -5829650 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 90049 members 
Entering Unmasked Estep 
Score: -5836033.000000 Penalty: 1062.768799
	Iteration 5F: 3 clusters Score -5836033 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
Score: -5837399.000000 Penalty: 1062.768799
	Iteration 6Q: 3 clusters Score -5837399 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 88198 members 
Entering Unmasked Estep 
Score: -5837715.000000 Penalty: 1062.768799
	Iteration 7Q: 3 clusters Score -5837715 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 86890 members 
Entering Unmasked Estep 
Score: -5837928.000000 Penalty: 1062.768799
	Iteration 8Q: 3 clusters Score -5837928 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -5838063.500000 Penalty: 1062.768799
	Iteration 9Q: 3 clusters Score -5838064 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -5838164.500000 Penalty: 1062.768799
	Iteration 10Q: 3 clusters Score -5838164 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -5838242.000000 Penalty: 1062.768799
	Iteration 11Q: 3 clusters Score -5838242 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -5838326.500000 Penalty: 1062.768799
	Iteration 12Q: 3 clusters Score -5838326 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -5838443.500000 Penalty: 1062.768799
	Iteration 13Q: 3 clusters Score -5838444 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -5838510.500000 Penalty: 1062.768799
	Iteration 14Q: 3 clusters Score -5838510 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -5838620.500000 Penalty: 1062.768799
	Iteration 15Q: 3 clusters Score -5838620 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -5838682.500000 Penalty: 1062.768799
	Iteration 16Q: 3 clusters Score -5838682 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -5838826.500000 Penalty: 1062.768799
	Iteration 17Q: 3 clusters Score -5838826 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -5839069.000000 Penalty: 1062.768799
	Iteration 18Q: 3 clusters Score -5839069 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -5839227.500000 Penalty: 1062.768799
	Iteration 19Q: 3 clusters Score -5839228 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -5839401.000000 Penalty: 1062.768799
	Iteration 20F: 3 clusters Score -5839401 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -5839516.000000 Penalty: 1062.768799
	Iteration 21Q: 3 clusters Score -5839516 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -5839657.500000 Penalty: 1062.768799
	Iteration 22Q: 3 clusters Score -5839658 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -5839775.000000 Penalty: 1062.768799
	Iteration 23Q: 3 clusters Score -5839775 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -5839903.000000 Penalty: 1062.768799
	Iteration 24Q: 3 clusters Score -5839903 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -5840005.000000 Penalty: 1062.768799
	Iteration 25Q: 3 clusters Score -5840005 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -5840107.500000 Penalty: 1062.768799
	Iteration 26Q: 3 clusters Score -5840108 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -5840152.500000 Penalty: 1062.768799
	Iteration 27Q: 3 clusters Score -5840152 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -5840197.500000 Penalty: 1062.768799
	Iteration 28Q: 3 clusters Score -5840198 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -5840238.000000 Penalty: 1062.768799
	Iteration 29Q: 3 clusters Score -5840238 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -5840257.000000 Penalty: 1062.768799
	Iteration 30Q: 3 clusters Score -5840257 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -5840310.000000 Penalty: 1062.768799
	Iteration 31Q: 3 clusters Score -5840310 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -5840295.000000 Penalty: 1062.768799
	Iteration 32Q: 3 clusters Score -5840295 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -5840296.000000 Penalty: 1062.768799
	Iteration 33Q: 3 clusters Score -5840296 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -5840287.500000 Penalty: 1062.768799
	Iteration 34Q: 3 clusters Score -5840288 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -5840275.000000 Penalty: 1062.768799
	Iteration 35Q: 3 clusters Score -5840275 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -5840280.000000 Penalty: 1062.768799
	Iteration 36Q: 3 clusters Score -5840280 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -5840284.000000 Penalty: 1062.768799
	Iteration 37Q: 3 clusters Score -5840284 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -5840290.500000 Penalty: 1062.768799
	Iteration 38Q: 3 clusters Score -5840290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -5840283.000000 Penalty: 1062.768799
	Iteration 39Q: 3 clusters Score -5840283 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -5840296.000000 Penalty: 1062.768799
	Iteration 40F: 3 clusters Score -5840296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -5840297.000000 Penalty: 1062.768799
	Iteration 41Q: 3 clusters Score -5840297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
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	Iteration 134Q: 3 clusters Score -5840346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70358 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -5840345.500000 Penalty: 1062.768799
	Iteration 135Q: 3 clusters Score -5840346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -5840348.500000 Penalty: 1062.768799
	Iteration 136Q: 3 clusters Score -5840348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -5840355.500000 Penalty: 1062.768799
	Iteration 137Q: 3 clusters Score -5840356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -5840356.000000 Penalty: 1062.768799
	Iteration 138Q: 3 clusters Score -5840356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -5840355.000000 Penalty: 1062.768799
	Iteration 139Q: 3 clusters Score -5840355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -5840354.500000 Penalty: 1062.768799
	Iteration 140F: 3 clusters Score -5840354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -5840355.000000 Penalty: 1062.768799
	Iteration 141Q: 3 clusters Score -5840355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -5840355.000000 Penalty: 1062.768799
	Iteration 142F: 3 clusters Score -5840355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (75866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Entering Unmasked Estep 
Score: -3739575.250000 Penalty: 511.270935
	Iteration 0F: 2 clusters Score -3739575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -3688387.500000 Penalty: 1022.541870
	Iteration 0F: 3 clusters Score -3688388 nChanged 37025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -3711844.500000 Penalty: 1022.541870
	Iteration 1F: 3 clusters Score -3711844 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -3714174.750000 Penalty: 1022.541870
	Iteration 2F: 3 clusters Score -3714175 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -3718009.250000 Penalty: 1022.541870
	Iteration 3F: 3 clusters Score -3718009 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -3722910.000000 Penalty: 1022.541870
	Iteration 4F: 3 clusters Score -3722910 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -3727282.250000 Penalty: 1022.541870
	Iteration 5F: 3 clusters Score -3727282 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -3730183.500000 Penalty: 1022.541870
	Iteration 6Q: 3 clusters Score -3730184 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
Score: -3732026.750000 Penalty: 1022.541870
	Iteration 7Q: 3 clusters Score -3732027 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -3733273.250000 Penalty: 1022.541870
	Iteration 8Q: 3 clusters Score -3733273 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -3734312.000000 Penalty: 1022.541870
	Iteration 9Q: 3 clusters Score -3734312 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -3735260.250000 Penalty: 1022.541870
	Iteration 10Q: 3 clusters Score -3735260 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -3736134.000000 Penalty: 1022.541870
	Iteration 11Q: 3 clusters Score -3736134 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -3736905.750000 Penalty: 1022.541870
	Iteration 12Q: 3 clusters Score -3736906 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -3737461.750000 Penalty: 1022.541870
	Iteration 13Q: 3 clusters Score -3737462 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -3737967.250000 Penalty: 1022.541870
	Iteration 14Q: 3 clusters Score -3737967 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -3738346.250000 Penalty: 1022.541870
	Iteration 15Q: 3 clusters Score -3738346 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -3738584.500000 Penalty: 1022.541870
	Iteration 16Q: 3 clusters Score -3738584 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -3738771.250000 Penalty: 1022.541870
	Iteration 17Q: 3 clusters Score -3738771 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -3738848.750000 Penalty: 1022.541870
	Iteration 18Q: 3 clusters Score -3738849 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -3738925.000000 Penalty: 1022.541870
	Iteration 19Q: 3 clusters Score -3738925 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
Score: -3738963.250000 Penalty: 1022.541870
	Iteration 20F: 3 clusters Score -3738963 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -3739014.750000 Penalty: 1022.541870
	Iteration 21Q: 3 clusters Score -3739015 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -3739055.500000 Penalty: 1022.541870
	Iteration 22Q: 3 clusters Score -3739056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -3739092.250000 Penalty: 1022.541870
	Iteration 23Q: 3 clusters Score -3739092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -3739103.250000 Penalty: 1022.541870
	Iteration 24Q: 3 clusters Score -3739103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
Score: -3739118.500000 Penalty: 1022.541870
	Iteration 25Q: 3 clusters Score -3739118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -3739135.500000 Penalty: 1022.541870
	Iteration 26Q: 3 clusters Score -3739136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -3739136.750000 Penalty: 1022.541870
	Iteration 27Q: 3 clusters Score -3739137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -3739145.250000 Penalty: 1022.541870
	Iteration 28Q: 3 clusters Score -3739145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -3739154.500000 Penalty: 1022.541870
	Iteration 29Q: 3 clusters Score -3739154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -3739157.500000 Penalty: 1022.541870
	Iteration 30Q: 3 clusters Score -3739158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -3739160.500000 Penalty: 1022.541870
	Iteration 31Q: 3 clusters Score -3739160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -3739162.000000 Penalty: 1022.541870
	Iteration 32Q: 3 clusters Score -3739162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -3739166.250000 Penalty: 1022.541870
	Iteration 33Q: 3 clusters Score -3739166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -3739168.000000 Penalty: 1022.541870
	Iteration 34Q: 3 clusters Score -3739168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -3739169.750000 Penalty: 1022.541870
	Iteration 35Q: 3 clusters Score -3739170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -3739173.250000 Penalty: 1022.541870
	Iteration 36Q: 3 clusters Score -3739173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -3739172.250000 Penalty: 1022.541870
	Iteration 37Q: 3 clusters Score -3739172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 75347 members 
Entering Unmasked Estep 
Score: -3739179.250000 Penalty: 1022.541870
	Iteration 38Q: 3 clusters Score -3739179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -3739180.250000 Penalty: 1022.541870
	Iteration 39Q: 3 clusters Score -3739180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -3739181.000000 Penalty: 1022.541870
	Iteration 40F: 3 clusters Score -3739181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -3739187.000000 Penalty: 1022.541870
	Iteration 41Q: 3 clusters Score -3739187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -3739186.000000 Penalty: 1022.541870
	Iteration 42Q: 3 clusters Score -3739186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 75369 members 
Entering Unmasked Estep 
Score: -3739190.750000 Penalty: 1022.541870
	Iteration 43Q: 3 clusters Score -3739191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 75374 members 
Entering Unmasked Estep 
Score: -3739189.500000 Penalty: 1022.541870
	Iteration 44Q: 3 clusters Score -3739190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -3739188.500000 Penalty: 1022.541870
	Iteration 45Q: 3 clusters Score -3739188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -3739190.500000 Penalty: 1022.541870
	Iteration 46Q: 3 clusters Score -3739190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -3739199.000000 Penalty: 1022.541870
	Iteration 47Q: 3 clusters Score -3739199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -3739199.000000 Penalty: 1022.541870
	Iteration 48Q: 3 clusters Score -3739199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -3739199.750000 Penalty: 1022.541870
	Iteration 49Q: 3 clusters Score -3739200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -3739199.750000 Penalty: 1022.541870
	Iteration 50Q: 3 clusters Score -3739200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -3739200.500000 Penalty: 1022.541870
	Iteration 51Q: 3 clusters Score -3739200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -3739201.000000 Penalty: 1022.541870
	Iteration 52Q: 3 clusters Score -3739201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -3739204.250000 Penalty: 1022.541870
	Iteration 53Q: 3 clusters Score -3739204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -3739200.750000 Penalty: 1022.541870
	Iteration 54Q: 3 clusters Score -3739201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -3739200.750000 Penalty: 1022.541870
	Iteration 55F: 3 clusters Score -3739201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -59666.546875 Penalty: 325.924347
	Iteration 0F: 2 clusters Score -59666.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -58722.816406 Penalty: 651.848694
	Iteration 0F: 3 clusters Score -58722.82 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -59107.792969 Penalty: 651.848694
	Iteration 1F: 3 clusters Score -59107.79 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -59210.136719 Penalty: 651.848694
	Iteration 2F: 3 clusters Score -59210.14 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -59278.988281 Penalty: 651.848694
	Iteration 3F: 3 clusters Score -59278.99 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -59331.945312 Penalty: 651.848694
	Iteration 4Q: 3 clusters Score -59331.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -59361.046875 Penalty: 651.848694
	Iteration 5Q: 3 clusters Score -59361.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -59387.089844 Penalty: 651.848694
	Iteration 6Q: 3 clusters Score -59387.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -59401.570312 Penalty: 651.848694
	Iteration 7Q: 3 clusters Score -59401.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -59415.152344 Penalty: 651.848694
	Iteration 8Q: 3 clusters Score -59415.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -59422.742188 Penalty: 651.848694
	Iteration 9Q: 3 clusters Score -59422.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -59427.449219 Penalty: 651.848694
	Iteration 10Q: 3 clusters Score -59427.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -59430.546875 Penalty: 651.848694
	Iteration 11Q: 3 clusters Score -59430.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -59437.992188 Penalty: 651.848694
	Iteration 12Q: 3 clusters Score -59437.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -59443.613281 Penalty: 651.848694
	Iteration 13Q: 3 clusters Score -59443.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -59449.855469 Penalty: 651.848694
	Iteration 14Q: 3 clusters Score -59449.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -59455.042969 Penalty: 651.848694
	Iteration 15Q: 3 clusters Score -59455.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -59456.285156 Penalty: 651.848694
	Iteration 16Q: 3 clusters Score -59456.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -59456.640625 Penalty: 651.848694
	Iteration 17Q: 3 clusters Score -59456.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -59456.671875 Penalty: 651.848694
	Iteration 18Q: 3 clusters Score -59456.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -59456.671875 Penalty: 651.848694
	Iteration 19F: 3 clusters Score -59456.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Entering Unmasked Estep 
Score: -371858.156250 Penalty: 404.850739
	Iteration 0F: 2 clusters Score -371858.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -367021.031250 Penalty: 809.701477
	Iteration 0F: 3 clusters Score -367021 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -369014.437500 Penalty: 809.701477
	Iteration 1F: 3 clusters Score -369014.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -369320.062500 Penalty: 809.701477
	Iteration 2F: 3 clusters Score -369320.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -369711.875000 Penalty: 809.701477
	Iteration 3F: 3 clusters Score -369711.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -370113.656250 Penalty: 809.701477
	Iteration 4F: 3 clusters Score -370113.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -370422.812500 Penalty: 809.701477
	Iteration 5F: 3 clusters Score -370422.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -370644.843750 Penalty: 809.701477
	Iteration 6Q: 3 clusters Score -370644.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -370797.437500 Penalty: 809.701477
	Iteration 7Q: 3 clusters Score -370797.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -370878.687500 Penalty: 809.701477
	Iteration 8Q: 3 clusters Score -370878.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -370940.156250 Penalty: 809.701477
	Iteration 9Q: 3 clusters Score -370940.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -371011.281250 Penalty: 809.701477
	Iteration 10Q: 3 clusters Score -371011.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -371071.062500 Penalty: 809.701477
	Iteration 11Q: 3 clusters Score -371071.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -371113.781250 Penalty: 809.701477
	Iteration 12Q: 3 clusters Score -371113.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -371157.812500 Penalty: 809.701477
	Iteration 13Q: 3 clusters Score -371157.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -371212.656250 Penalty: 809.701477
	Iteration 14Q: 3 clusters Score -371212.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -371270.937500 Penalty: 809.701477
	Iteration 15Q: 3 clusters Score -371270.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -371325.062500 Penalty: 809.701477
	Iteration 16Q: 3 clusters Score -371325.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -371368.218750 Penalty: 809.701477
	Iteration 17Q: 3 clusters Score -371368.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -371391.093750 Penalty: 809.701477
	Iteration 18Q: 3 clusters Score -371391.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -371417.812500 Penalty: 809.701477
	Iteration 19Q: 3 clusters Score -371417.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -371444.250000 Penalty: 809.701477
	Iteration 20F: 3 clusters Score -371444.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -371462.875000 Penalty: 809.701477
	Iteration 21Q: 3 clusters Score -371462.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -371478.937500 Penalty: 809.701477
	Iteration 22Q: 3 clusters Score -371478.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -371489.375000 Penalty: 809.701477
	Iteration 23Q: 3 clusters Score -371489.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -371497.781250 Penalty: 809.701477
	Iteration 24Q: 3 clusters Score -371497.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -371508.093750 Penalty: 809.701477
	Iteration 25Q: 3 clusters Score -371508.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -371514.812500 Penalty: 809.701477
	Iteration 26Q: 3 clusters Score -371514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -371519.781250 Penalty: 809.701477
	Iteration 27Q: 3 clusters Score -371519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -371521.656250 Penalty: 809.701477
	Iteration 28Q: 3 clusters Score -371521.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -371521.656250 Penalty: 809.701477
	Iteration 29F: 3 clusters Score -371521.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (217323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217323 members 
Entering Unmasked Estep 
Score: -10225417.000000 Penalty: 559.155884
	Iteration 0F: 2 clusters Score -1.022542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -10080664.000000 Penalty: 1118.311768
	Iteration 0F: 3 clusters Score -1.008066e+07 nChanged 106927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 116611 members 
Entering Unmasked Estep 
Score: -10148057.000000 Penalty: 1118.311768
	Iteration 1F: 3 clusters Score -1.014806e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -10151690.000000 Penalty: 1118.311768
	Iteration 2Q: 3 clusters Score -1.015169e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 129775 members 
Entering Unmasked Estep 
Score: -10156638.000000 Penalty: 1118.311768
	Iteration 3F: 3 clusters Score -1.015664e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 139558 members 
Entering Unmasked Estep 
Score: -10163196.000000 Penalty: 1118.311768
	Iteration 4F: 3 clusters Score -1.01632e+07 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Mstep: Class 2 contains 151573 members 
Entering Unmasked Estep 
Score: -10172249.000000 Penalty: 1118.311768
	Iteration 5F: 3 clusters Score -1.017225e+07 nChanged 14511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -10183424.000000 Penalty: 1118.311768
	Iteration 6F: 3 clusters Score -1.018342e+07 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 177494 members 
Entering Unmasked Estep 
Score: -10194851.000000 Penalty: 1118.311768
	Iteration 7F: 3 clusters Score -1.019485e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 188250 members 
Entering Unmasked Estep 
Score: -10204594.000000 Penalty: 1118.311768
	Iteration 8F: 3 clusters Score -1.020459e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 196113 members 
Entering Unmasked Estep 
Score: -10211339.000000 Penalty: 1118.311768
	Iteration 9Q: 3 clusters Score -1.021134e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 201439 members 
Entering Unmasked Estep 
Score: -10215917.000000 Penalty: 1118.311768
	Iteration 10Q: 3 clusters Score -1.021592e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 205248 members 
Entering Unmasked Estep 
Score: -10219014.000000 Penalty: 1118.311768
	Iteration 11Q: 3 clusters Score -1.021901e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 208178 members 
Entering Unmasked Estep 
Score: -10220919.000000 Penalty: 1118.311768
	Iteration 12Q: 3 clusters Score -1.022092e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 210447 members 
Entering Unmasked Estep 
Score: -10222147.000000 Penalty: 1118.311768
	Iteration 13Q: 3 clusters Score -1.022215e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 212203 members 
Entering Unmasked Estep 
Score: -10222997.000000 Penalty: 1118.311768
	Iteration 14Q: 3 clusters Score -1.0223e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 213594 members 
Entering Unmasked Estep 
Score: -10223600.000000 Penalty: 1118.311768
	Iteration 15Q: 3 clusters Score -1.02236e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 214639 members 
Entering Unmasked Estep 
Score: -10224062.000000 Penalty: 1118.311768
	Iteration 16Q: 3 clusters Score -1.022406e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 215392 members 
Entering Unmasked Estep 
Score: -10224315.000000 Penalty: 1118.311768
	Iteration 17Q: 3 clusters Score -1.022432e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 215924 members 
Entering Unmasked Estep 
Score: -10224495.000000 Penalty: 1118.311768
	Iteration 18Q: 3 clusters Score -1.02245e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 216330 members 
Entering Unmasked Estep 
Score: -10224614.000000 Penalty: 1118.311768
	Iteration 19Q: 3 clusters Score -1.022461e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 216612 members 
Entering Unmasked Estep 
Score: -10224732.000000 Penalty: 1118.311768
	Iteration 20F: 3 clusters Score -1.022473e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 216789 members 
Entering Unmasked Estep 
Score: -10224842.000000 Penalty: 1118.311768
	Iteration 21Q: 3 clusters Score -1.022484e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 216922 members 
Entering Unmasked Estep 
Score: -10224925.000000 Penalty: 1118.311768
	Iteration 22Q: 3 clusters Score -1.022492e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 216998 members 
Entering Unmasked Estep 
Score: -10224959.000000 Penalty: 1118.311768
	Iteration 23Q: 3 clusters Score -1.022496e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 217048 members 
Entering Unmasked Estep 
Score: -10224983.000000 Penalty: 1118.311768
	Iteration 24Q: 3 clusters Score -1.022498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 217081 members 
Entering Unmasked Estep 
Score: -10225012.000000 Penalty: 1118.311768
	Iteration 25Q: 3 clusters Score -1.022501e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 217101 members 
Entering Unmasked Estep 
Score: -10225028.000000 Penalty: 1118.311768
	Iteration 26Q: 3 clusters Score -1.022503e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 217114 members 
Entering Unmasked Estep 
Score: -10225048.000000 Penalty: 1118.311768
	Iteration 27Q: 3 clusters Score -1.022505e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 217125 members 
Entering Unmasked Estep 
Score: -10225079.000000 Penalty: 1118.311768
	Iteration 28Q: 3 clusters Score -1.022508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217131 members 
Entering Unmasked Estep 
Score: -10225100.000000 Penalty: 1118.311768
	Iteration 29Q: 3 clusters Score -1.02251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 217134 members 
Entering Unmasked Estep 
Score: -10225146.000000 Penalty: 1118.311768
	Iteration 30Q: 3 clusters Score -1.022515e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 217121 members 
Entering Unmasked Estep 
Score: -10225181.000000 Penalty: 1118.311768
	Iteration 31Q: 3 clusters Score -1.022518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217118 members 
Entering Unmasked Estep 
Score: -10225196.000000 Penalty: 1118.311768
	Iteration 32Q: 3 clusters Score -1.02252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 217117 members 
Entering Unmasked Estep 
Score: -10225203.000000 Penalty: 1118.311768
	Iteration 33Q: 3 clusters Score -1.02252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 217118 members 
Entering Unmasked Estep 
Score: -10225212.000000 Penalty: 1118.311768
	Iteration 34Q: 3 clusters Score -1.022521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217110 members 
Entering Unmasked Estep 
Score: -10225218.000000 Penalty: 1118.311768
	Iteration 35Q: 3 clusters Score -1.022522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 217108 members 
Entering Unmasked Estep 
Score: -10225227.000000 Penalty: 1118.311768
	Iteration 36Q: 3 clusters Score -1.022523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217106 members 
Entering Unmasked Estep 
Score: -10225225.000000 Penalty: 1118.311768
	Iteration 37Q: 3 clusters Score -1.022522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217106 members 
Entering Unmasked Estep 
Score: -10225222.000000 Penalty: 1118.311768
	Iteration 38Q: 3 clusters Score -1.022522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 217105 members 
Entering Unmasked Estep 
Score: -10225227.000000 Penalty: 1118.311768
	Iteration 39Q: 3 clusters Score -1.022523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 217104 members 
Entering Unmasked Estep 
Score: -10225264.000000 Penalty: 1118.311768
	Iteration 40F: 3 clusters Score -1.022526e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 217063 members 
Entering Unmasked Estep 
Score: -10225345.000000 Penalty: 1118.311768
	Iteration 41Q: 3 clusters Score -1.022534e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 217014 members 
Entering Unmasked Estep 
Score: -10225419.000000 Penalty: 1118.311768
	Iteration 42Q: 3 clusters Score -1.022542e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 216974 members 
Entering Unmasked Estep 
Score: -10225441.000000 Penalty: 1118.311768
	Iteration 43Q: 3 clusters Score -1.022544e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 216946 members 
Entering Unmasked Estep 
Score: -10225455.000000 Penalty: 1118.311768
	Iteration 44Q: 3 clusters Score -1.022546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 216933 members 
Entering Unmasked Estep 
Score: -10225465.000000 Penalty: 1118.311768
	Iteration 45Q: 3 clusters Score -1.022546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 216927 members 
Entering Unmasked Estep 
Score: -10225479.000000 Penalty: 1118.311768
	Iteration 46Q: 3 clusters Score -1.022548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 216927 members 
Entering Unmasked Estep 
Score: -10225484.000000 Penalty: 1118.311768
	Iteration 47Q: 3 clusters Score -1.022548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 216924 members 
Entering Unmasked Estep 
Score: -10225478.000000 Penalty: 1118.311768
	Iteration 48Q: 3 clusters Score -1.022548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 216923 members 
Entering Unmasked Estep 
Score: -10225475.000000 Penalty: 1118.311768
	Iteration 49Q: 3 clusters Score -1.022548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 216922 members 
Entering Unmasked Estep 
Score: -10225475.000000 Penalty: 1118.311768
	Iteration 50Q: 3 clusters Score -1.022548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 216921 members 
Entering Unmasked Estep 
Score: -10225473.000000 Penalty: 1118.311768
	Iteration 51Q: 3 clusters Score -1.022547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 216920 members 
Entering Unmasked Estep 
Score: -10225476.000000 Penalty: 1118.311768
	Iteration 52Q: 3 clusters Score -1.022548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 216919 members 
Entering Unmasked Estep 
Score: -10225482.000000 Penalty: 1118.311768
	Iteration 53Q: 3 clusters Score -1.022548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 216919 members 
Entering Unmasked Estep 
Score: -10225515.000000 Penalty: 1118.311768
	Iteration 54F: 3 clusters Score -1.022552e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 216880 members 
Entering Unmasked Estep 
Score: -10225547.000000 Penalty: 1118.311768
	Iteration 55Q: 3 clusters Score -1.022555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 216850 members 
Entering Unmasked Estep 
Score: -10225557.000000 Penalty: 1118.311768
	Iteration 56Q: 3 clusters Score -1.022556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 216829 members 
Entering Unmasked Estep 
Score: -10225575.000000 Penalty: 1118.311768
	Iteration 57Q: 3 clusters Score -1.022558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 216814 members 
Entering Unmasked Estep 
Score: -10225585.000000 Penalty: 1118.311768
	Iteration 58Q: 3 clusters Score -1.022558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 216798 members 
Entering Unmasked Estep 
Score: -10225600.000000 Penalty: 1118.311768
	Iteration 59Q: 3 clusters Score -1.02256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 216785 members 
Entering Unmasked Estep 
Score: -10225605.000000 Penalty: 1118.311768
	Iteration 60F: 3 clusters Score -1.02256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 216770 members 
Entering Unmasked Estep 
Score: -10225602.000000 Penalty: 1118.311768
	Iteration 61Q: 3 clusters Score -1.02256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 216761 members 
Entering Unmasked Estep 
Score: -10225607.000000 Penalty: 1118.311768
	Iteration 62Q: 3 clusters Score -1.022561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 216752 members 
Entering Unmasked Estep 
Score: -10225606.000000 Penalty: 1118.311768
	Iteration 63Q: 3 clusters Score -1.022561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 216746 members 
Entering Unmasked Estep 
Score: -10225615.000000 Penalty: 1118.311768
	Iteration 64Q: 3 clusters Score -1.022562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 216743 members 
Entering Unmasked Estep 
Score: -10225615.000000 Penalty: 1118.311768
	Iteration 65Q: 3 clusters Score -1.022562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 216741 members 
Entering Unmasked Estep 
Score: -10225616.000000 Penalty: 1118.311768
	Iteration 66Q: 3 clusters Score -1.022562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 216738 members 
Entering Unmasked Estep 
Score: -10225621.000000 Penalty: 1118.311768
	Iteration 67Q: 3 clusters Score -1.022562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 216737 members 
Entering Unmasked Estep 
Score: -10225621.000000 Penalty: 1118.311768
	Iteration 68Q: 3 clusters Score -1.022562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 216737 members 
Entering Unmasked Estep 
Score: -10225621.000000 Penalty: 1118.311768
	Iteration 69F: 3 clusters Score -1.022562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 121990 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 257 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 1273 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 1235 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 4619 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 249080 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 980 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8358 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 5843 members 
Mstep: Class 50 contains 223159 members 
Mstep: Class 51 contains 278 members 
Entering Unmasked Estep 
Score: -90677296.000000 Penalty: 32308.421875
Splitting cluster 7 changes total score from -90674576.000000 to -90677296.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 8 (110227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110227 members 
Entering Unmasked Estep 
Score: -5339178.500000 Penalty: 528.268494
	Iteration 0F: 2 clusters Score -5339178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -5264884.500000 Penalty: 1056.536987
	Iteration 0F: 3 clusters Score -5264884 nChanged 54050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -5297271.500000 Penalty: 1056.536987
	Iteration 1F: 3 clusters Score -5297272 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -5298461.500000 Penalty: 1056.536987
	Iteration 2Q: 3 clusters Score -5298462 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -5300112.000000 Penalty: 1056.536987
	Iteration 3Q: 3 clusters Score -5300112 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -5302278.500000 Penalty: 1056.536987
	Iteration 4Q: 3 clusters Score -5302278 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -5305350.500000 Penalty: 1056.536987
	Iteration 5F: 3 clusters Score -5305350 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -5309542.500000 Penalty: 1056.536987
	Iteration 6F: 3 clusters Score -5309542 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -5314644.500000 Penalty: 1056.536987
	Iteration 7F: 3 clusters Score -5314644 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -5319951.000000 Penalty: 1056.536987
	Iteration 8F: 3 clusters Score -5319951 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 93618 members 
Entering Unmasked Estep 
Score: -5324750.500000 Penalty: 1056.536987
	Iteration 9F: 3 clusters Score -5324750 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 98963 members 
Entering Unmasked Estep 
Score: -5329076.000000 Penalty: 1056.536987
	Iteration 10Q: 3 clusters Score -5329076 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 103325 members 
Entering Unmasked Estep 
Score: -5332845.000000 Penalty: 1056.536987
	Iteration 11Q: 3 clusters Score -5332845 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -5335584.000000 Penalty: 1056.536987
	Iteration 12Q: 3 clusters Score -5335584 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -5337243.500000 Penalty: 1056.536987
	Iteration 13Q: 3 clusters Score -5337244 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 109336 members 
Entering Unmasked Estep 
Score: -5338047.000000 Penalty: 1056.536987
	Iteration 14Q: 3 clusters Score -5338047 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 109799 members 
Entering Unmasked Estep 
Score: -5338398.000000 Penalty: 1056.536987
	Iteration 15Q: 3 clusters Score -5338398 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -5338577.500000 Penalty: 1056.536987
	Iteration 16Q: 3 clusters Score -5338578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 110076 members 
Entering Unmasked Estep 
Score: -5338658.500000 Penalty: 1056.536987
	Iteration 17Q: 3 clusters Score -5338658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 110103 members 
Entering Unmasked Estep 
Score: -5338690.000000 Penalty: 1056.536987
	Iteration 18Q: 3 clusters Score -5338690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110115 members 
Entering Unmasked Estep 
Score: -5338708.500000 Penalty: 1056.536987
	Iteration 19Q: 3 clusters Score -5338708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 110119 members 
Entering Unmasked Estep 
Score: -5338712.000000 Penalty: 1056.536987
	Iteration 20F: 3 clusters Score -5338712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 110119 members 
Entering Unmasked Estep 
Score: -5338715.000000 Penalty: 1056.536987
	Iteration 21Q: 3 clusters Score -5338715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110122 members 
Entering Unmasked Estep 
Score: -5338722.500000 Penalty: 1056.536987
	Iteration 22Q: 3 clusters Score -5338722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -5338726.000000 Penalty: 1056.536987
	Iteration 23Q: 3 clusters Score -5338726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110124 members 
Entering Unmasked Estep 
Score: -5338728.000000 Penalty: 1056.536987
	Iteration 24Q: 3 clusters Score -5338728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110128 members 
Entering Unmasked Estep 
Score: -5338731.000000 Penalty: 1056.536987
	Iteration 25Q: 3 clusters Score -5338731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 110127 members 
Entering Unmasked Estep 
Score: -5338732.000000 Penalty: 1056.536987
	Iteration 26Q: 3 clusters Score -5338732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110126 members 
Entering Unmasked Estep 
Score: -5338731.000000 Penalty: 1056.536987
	Iteration 27Q: 3 clusters Score -5338731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 110127 members 
Entering Unmasked Estep 
Score: -5338732.000000 Penalty: 1056.536987
	Iteration 28Q: 3 clusters Score -5338732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 110127 members 
Entering Unmasked Estep 
Score: -5338732.000000 Penalty: 1056.536987
	Iteration 29F: 3 clusters Score -5338732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (121990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Entering Unmasked Estep 
Score: -6120496.500000 Penalty: 532.882080
	Iteration 0F: 2 clusters Score -6120496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -6041738.500000 Penalty: 1065.764160
	Iteration 0F: 3 clusters Score -6041738 nChanged 59703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -6077337.000000 Penalty: 1065.764160
	Iteration 1F: 3 clusters Score -6077337 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -6078287.500000 Penalty: 1065.764160
	Iteration 2Q: 3 clusters Score -6078288 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -6079580.000000 Penalty: 1065.764160
	Iteration 3Q: 3 clusters Score -6079580 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -6081537.500000 Penalty: 1065.764160
	Iteration 4Q: 3 clusters Score -6081538 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -6084927.000000 Penalty: 1065.764160
	Iteration 5F: 3 clusters Score -6084927 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -6090892.500000 Penalty: 1065.764160
	Iteration 6F: 3 clusters Score -6090892 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -6099617.000000 Penalty: 1065.764160
	Iteration 7F: 3 clusters Score -6099617 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -6107446.500000 Penalty: 1065.764160
	Iteration 8F: 3 clusters Score -6107446 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
Score: -6110743.500000 Penalty: 1065.764160
	Iteration 9F: 3 clusters Score -6110744 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 78131 members 
Entering Unmasked Estep 
Score: -6112384.500000 Penalty: 1065.764160
	Iteration 10Q: 3 clusters Score -6112384 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -6113679.000000 Penalty: 1065.764160
	Iteration 11Q: 3 clusters Score -6113679 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -6114649.000000 Penalty: 1065.764160
	Iteration 12Q: 3 clusters Score -6114649 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -6115347.500000 Penalty: 1065.764160
	Iteration 13Q: 3 clusters Score -6115348 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 75295 members 
Entering Unmasked Estep 
Score: -6115863.500000 Penalty: 1065.764160
	Iteration 14Q: 3 clusters Score -6115864 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -6116171.000000 Penalty: 1065.764160
	Iteration 15Q: 3 clusters Score -6116171 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -6116359.500000 Penalty: 1065.764160
	Iteration 16Q: 3 clusters Score -6116360 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 73026 members 
Entering Unmasked Estep 
Score: -6116513.500000 Penalty: 1065.764160
	Iteration 17Q: 3 clusters Score -6116514 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -6116585.500000 Penalty: 1065.764160
	Iteration 18Q: 3 clusters Score -6116586 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -6116692.000000 Penalty: 1065.764160
	Iteration 19Q: 3 clusters Score -6116692 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -6116753.500000 Penalty: 1065.764160
	Iteration 20F: 3 clusters Score -6116754 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
Score: -6116789.000000 Penalty: 1065.764160
	Iteration 21Q: 3 clusters Score -6116789 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -6116837.000000 Penalty: 1065.764160
	Iteration 22Q: 3 clusters Score -6116837 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -6116803.000000 Penalty: 1065.764160
	Iteration 23Q: 3 clusters Score -6116803 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -6116812.500000 Penalty: 1065.764160
	Iteration 24Q: 3 clusters Score -6116812 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -6116826.000000 Penalty: 1065.764160
	Iteration 25Q: 3 clusters Score -6116826 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -6116841.500000 Penalty: 1065.764160
	Iteration 26Q: 3 clusters Score -6116842 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -6116846.000000 Penalty: 1065.764160
	Iteration 27Q: 3 clusters Score -6116846 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -6116856.500000 Penalty: 1065.764160
	Iteration 28Q: 3 clusters Score -6116856 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -6116818.000000 Penalty: 1065.764160
	Iteration 29Q: 3 clusters Score -6116818 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -6116884.000000 Penalty: 1065.764160
	Iteration 30Q: 3 clusters Score -6116884 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -6116898.000000 Penalty: 1065.764160
	Iteration 31Q: 3 clusters Score -6116898 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -6116935.000000 Penalty: 1065.764160
	Iteration 32Q: 3 clusters Score -6116935 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -6116915.500000 Penalty: 1065.764160
	Iteration 33Q: 3 clusters Score -6116916 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -6116969.000000 Penalty: 1065.764160
	Iteration 34Q: 3 clusters Score -6116969 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -6116984.500000 Penalty: 1065.764160
	Iteration 35Q: 3 clusters Score -6116984 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60981 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -6116978.000000 Penalty: 1065.764160
	Iteration 36Q: 3 clusters Score -6116978 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -6116993.500000 Penalty: 1065.764160
	Iteration 37Q: 3 clusters Score -6116994 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -6116974.500000 Penalty: 1065.764160
	Iteration 38Q: 3 clusters Score -6116974 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -6116992.500000 Penalty: 1065.764160
	Iteration 39Q: 3 clusters Score -6116992 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -6117011.000000 Penalty: 1065.764160
	Iteration 40F: 3 clusters Score -6117011 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -6117013.000000 Penalty: 1065.764160
	Iteration 41Q: 3 clusters Score -6117013 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -6117031.000000 Penalty: 1065.764160
	Iteration 42Q: 3 clusters Score -6117031 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -6117025.500000 Penalty: 1065.764160
	Iteration 43Q: 3 clusters Score -6117026 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 55468 members 
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Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70358 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 50429 members 
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Mstep: Class 1 contains 71823 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72073 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 49510 members 
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Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 49302 members 
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Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 49077 members 
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Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 48357 members 
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Mstep: Class 1 contains 73910 members 
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Mstep: Class 1 contains 74208 members 
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Mstep: Class 1 contains 74473 members 
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Mstep: Class 1 contains 74708 members 
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Mstep: Class 1 contains 75160 members 
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Mstep: Class 1 contains 75372 members 
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Mstep: Class 1 contains 75581 members 
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Mstep: Class 1 contains 76923 members 
Mstep: Class 2 contains 45067 members 
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Mstep: Class 1 contains 77071 members 
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Mstep: Class 1 contains 77187 members 
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Mstep: Class 1 contains 77686 members 
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Mstep: Class 1 contains 77900 members 
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Mstep: Class 1 contains 77999 members 
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Mstep: Class 1 contains 78215 members 
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Mstep: Class 1 contains 78321 members 
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Mstep: Class 1 contains 78414 members 
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Mstep: Class 1 contains 78669 members 
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Mstep: Class 1 contains 78759 members 
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Mstep: Class 1 contains 78865 members 
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Mstep: Class 1 contains 78984 members 
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Mstep: Class 1 contains 79112 members 
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Mstep: Class 1 contains 79243 members 
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Mstep: Class 1 contains 79360 members 
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Mstep: Class 1 contains 79476 members 
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Mstep: Class 1 contains 79772 members 
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Mstep: Class 1 contains 79874 members 
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Mstep: Class 1 contains 79974 members 
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Mstep: Class 1 contains 80051 members 
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Mstep: Class 1 contains 80134 members 
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Mstep: Class 1 contains 80226 members 
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Mstep: Class 1 contains 81441 members 
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	Iteration 136Q: 3 clusters Score -6116315 nChanged 105
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	Iteration 500F: 3 clusters Score -6120788 nChanged 29
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
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Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
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Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
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Mstep: Class 12 contains 10248 members 
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Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
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Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
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Mstep: Class 22 contains 4965 members 
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Mstep: Class 24 contains 1273 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
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Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
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Mstep: Class 33 contains 41788 members 
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Mstep: Class 35 contains 4619 members 
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Mstep: Class 37 contains 249080 members 
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Mstep: Class 40 contains 980 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8358 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 161 members 
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Mstep: Class 48 contains 3071 members 
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Entering Unmasked Estep 
Score: -90677232.000000 Penalty: 32967.777344
Splitting cluster 9 changes total score from -90674576.000000 to -90677232.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (38457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Entering Unmasked Estep 
Score: -1803046.125000 Penalty: 480.356964
	Iteration 0F: 2 clusters Score -1803046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -1777215.875000 Penalty: 960.713928
	Iteration 0F: 3 clusters Score -1777216 nChanged 18573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1788414.875000 Penalty: 960.713928
	Iteration 1F: 3 clusters Score -1788415 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1789415.750000 Penalty: 960.713928
	Iteration 2F: 3 clusters Score -1789416 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1791072.500000 Penalty: 960.713928
	Iteration 3F: 3 clusters Score -1791072 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1793755.125000 Penalty: 960.713928
	Iteration 4F: 3 clusters Score -1793755 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1797413.125000 Penalty: 960.713928
	Iteration 5F: 3 clusters Score -1797413 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1800546.250000 Penalty: 960.713928
	Iteration 6F: 3 clusters Score -1800546 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1801963.750000 Penalty: 960.713928
	Iteration 7Q: 3 clusters Score -1801964 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1802428.000000 Penalty: 960.713928
	Iteration 8Q: 3 clusters Score -1802428 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1802558.500000 Penalty: 960.713928
	Iteration 9Q: 3 clusters Score -1802558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1802590.500000 Penalty: 960.713928
	Iteration 10Q: 3 clusters Score -1802590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1802611.375000 Penalty: 960.713928
	Iteration 11Q: 3 clusters Score -1802611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1802622.625000 Penalty: 960.713928
	Iteration 12Q: 3 clusters Score -1802623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1802631.500000 Penalty: 960.713928
	Iteration 13Q: 3 clusters Score -1802632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1802637.625000 Penalty: 960.713928
	Iteration 14Q: 3 clusters Score -1802638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1802645.250000 Penalty: 960.713928
	Iteration 15Q: 3 clusters Score -1802645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1802649.875000 Penalty: 960.713928
	Iteration 16Q: 3 clusters Score -1802650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1802649.875000 Penalty: 960.713928
	Iteration 17F: 3 clusters Score -1802650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Entering Unmasked Estep 
Score: -713080.062500 Penalty: 434.577759
	Iteration 0F: 2 clusters Score -713080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -703674.187500 Penalty: 869.155518
	Iteration 0F: 3 clusters Score -703674.2 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -707615.250000 Penalty: 869.155518
	Iteration 1F: 3 clusters Score -707615.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -707912.812500 Penalty: 869.155518
	Iteration 2F: 3 clusters Score -707912.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -708316.875000 Penalty: 869.155518
	Iteration 3F: 3 clusters Score -708316.9 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -708972.312500 Penalty: 869.155518
	Iteration 4F: 3 clusters Score -708972.3 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -709845.500000 Penalty: 869.155518
	Iteration 5F: 3 clusters Score -709845.5 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -710768.125000 Penalty: 869.155518
	Iteration 6F: 3 clusters Score -710768.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -711291.250000 Penalty: 869.155518
	Iteration 7F: 3 clusters Score -711291.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -711507.312500 Penalty: 869.155518
	Iteration 8Q: 3 clusters Score -711507.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -711624.562500 Penalty: 869.155518
	Iteration 9Q: 3 clusters Score -711624.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -711724.812500 Penalty: 869.155518
	Iteration 10Q: 3 clusters Score -711724.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -711801.500000 Penalty: 869.155518
	Iteration 11Q: 3 clusters Score -711801.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -711866.812500 Penalty: 869.155518
	Iteration 12Q: 3 clusters Score -711866.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -711944.125000 Penalty: 869.155518
	Iteration 13Q: 3 clusters Score -711944.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -711994.687500 Penalty: 869.155518
	Iteration 14Q: 3 clusters Score -711994.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -712028.750000 Penalty: 869.155518
	Iteration 15Q: 3 clusters Score -712028.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -712050.312500 Penalty: 869.155518
	Iteration 16Q: 3 clusters Score -712050.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -712072.375000 Penalty: 869.155518
	Iteration 17Q: 3 clusters Score -712072.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -712102.312500 Penalty: 869.155518
	Iteration 18Q: 3 clusters Score -712102.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -712123.437500 Penalty: 869.155518
	Iteration 19Q: 3 clusters Score -712123.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -712142.250000 Penalty: 869.155518
	Iteration 20F: 3 clusters Score -712142.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -712163.562500 Penalty: 869.155518
	Iteration 21Q: 3 clusters Score -712163.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -712183.125000 Penalty: 869.155518
	Iteration 22Q: 3 clusters Score -712183.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -712198.187500 Penalty: 869.155518
	Iteration 23Q: 3 clusters Score -712198.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -712210.812500 Penalty: 869.155518
	Iteration 24Q: 3 clusters Score -712210.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -712220.062500 Penalty: 869.155518
	Iteration 25Q: 3 clusters Score -712220.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -712232.750000 Penalty: 869.155518
	Iteration 26Q: 3 clusters Score -712232.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -712247.000000 Penalty: 869.155518
	Iteration 27Q: 3 clusters Score -712247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -712267.375000 Penalty: 869.155518
	Iteration 28Q: 3 clusters Score -712267.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -712291.875000 Penalty: 869.155518
	Iteration 29Q: 3 clusters Score -712291.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -712313.500000 Penalty: 869.155518
	Iteration 30Q: 3 clusters Score -712313.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -712333.625000 Penalty: 869.155518
	Iteration 31Q: 3 clusters Score -712333.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -712357.375000 Penalty: 869.155518
	Iteration 32Q: 3 clusters Score -712357.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -712384.312500 Penalty: 869.155518
	Iteration 33Q: 3 clusters Score -712384.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -712403.062500 Penalty: 869.155518
	Iteration 34Q: 3 clusters Score -712403.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -712422.437500 Penalty: 869.155518
	Iteration 35Q: 3 clusters Score -712422.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -712442.375000 Penalty: 869.155518
	Iteration 36Q: 3 clusters Score -712442.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -712464.250000 Penalty: 869.155518
	Iteration 37Q: 3 clusters Score -712464.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -712490.687500 Penalty: 869.155518
	Iteration 38Q: 3 clusters Score -712490.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -712516.562500 Penalty: 869.155518
	Iteration 39Q: 3 clusters Score -712516.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -712532.750000 Penalty: 869.155518
	Iteration 40F: 3 clusters Score -712532.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -712551.562500 Penalty: 869.155518
	Iteration 41Q: 3 clusters Score -712551.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -712573.562500 Penalty: 869.155518
	Iteration 42Q: 3 clusters Score -712573.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -712592.875000 Penalty: 869.155518
	Iteration 43Q: 3 clusters Score -712592.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -712609.625000 Penalty: 869.155518
	Iteration 44Q: 3 clusters Score -712609.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -712622.687500 Penalty: 869.155518
	Iteration 45Q: 3 clusters Score -712622.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -712635.812500 Penalty: 869.155518
	Iteration 46Q: 3 clusters Score -712635.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -712651.250000 Penalty: 869.155518
	Iteration 47Q: 3 clusters Score -712651.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -712662.250000 Penalty: 869.155518
	Iteration 48Q: 3 clusters Score -712662.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -712667.625000 Penalty: 869.155518
	Iteration 49Q: 3 clusters Score -712667.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -712674.187500 Penalty: 869.155518
	Iteration 50Q: 3 clusters Score -712674.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -712681.625000 Penalty: 869.155518
	Iteration 51Q: 3 clusters Score -712681.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -712686.000000 Penalty: 869.155518
	Iteration 52Q: 3 clusters Score -712686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -712688.687500 Penalty: 869.155518
	Iteration 53Q: 3 clusters Score -712688.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -712694.937500 Penalty: 869.155518
	Iteration 54Q: 3 clusters Score -712694.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -712700.500000 Penalty: 869.155518
	Iteration 55Q: 3 clusters Score -712700.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -712701.937500 Penalty: 869.155518
	Iteration 56Q: 3 clusters Score -712701.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -712704.125000 Penalty: 869.155518
	Iteration 57Q: 3 clusters Score -712704.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -712704.500000 Penalty: 869.155518
	Iteration 58Q: 3 clusters Score -712704.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -712709.000000 Penalty: 869.155518
	Iteration 59Q: 3 clusters Score -712709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -712713.062500 Penalty: 869.155518
	Iteration 60F: 3 clusters Score -712713.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -712716.875000 Penalty: 869.155518
	Iteration 61Q: 3 clusters Score -712716.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -712725.500000 Penalty: 869.155518
	Iteration 62Q: 3 clusters Score -712725.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -712727.062500 Penalty: 869.155518
	Iteration 63Q: 3 clusters Score -712727.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -712730.687500 Penalty: 869.155518
	Iteration 64Q: 3 clusters Score -712730.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -712733.125000 Penalty: 869.155518
	Iteration 65Q: 3 clusters Score -712733.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -712736.562500 Penalty: 869.155518
	Iteration 66Q: 3 clusters Score -712736.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -712740.000000 Penalty: 869.155518
	Iteration 67Q: 3 clusters Score -712740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -712741.500000 Penalty: 869.155518
	Iteration 68Q: 3 clusters Score -712741.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -712743.312500 Penalty: 869.155518
	Iteration 69Q: 3 clusters Score -712743.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -712743.812500 Penalty: 869.155518
	Iteration 70Q: 3 clusters Score -712743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -712746.437500 Penalty: 869.155518
	Iteration 71Q: 3 clusters Score -712746.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -712750.500000 Penalty: 869.155518
	Iteration 72Q: 3 clusters Score -712750.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -712753.500000 Penalty: 869.155518
	Iteration 73Q: 3 clusters Score -712753.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -712754.687500 Penalty: 869.155518
	Iteration 74Q: 3 clusters Score -712754.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -712753.875000 Penalty: 869.155518
	Iteration 75Q: 3 clusters Score -712753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -712755.312500 Penalty: 869.155518
	Iteration 76Q: 3 clusters Score -712755.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -712755.312500 Penalty: 869.155518
	Iteration 77F: 3 clusters Score -712755.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Entering Unmasked Estep 
Score: -525777.250000 Penalty: 420.185120
	Iteration 0F: 2 clusters Score -525777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -518947.593750 Penalty: 840.370239
	Iteration 0F: 3 clusters Score -518947.6 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -521579.343750 Penalty: 840.370239
	Iteration 1F: 3 clusters Score -521579.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -521847.343750 Penalty: 840.370239
	Iteration 2F: 3 clusters Score -521847.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -522256.312500 Penalty: 840.370239
	Iteration 3F: 3 clusters Score -522256.3 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -522928.750000 Penalty: 840.370239
	Iteration 4F: 3 clusters Score -522928.8 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -523853.750000 Penalty: 840.370239
	Iteration 5F: 3 clusters Score -523853.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -524664.500000 Penalty: 840.370239
	Iteration 6F: 3 clusters Score -524664.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -525119.500000 Penalty: 840.370239
	Iteration 7Q: 3 clusters Score -525119.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -525288.000000 Penalty: 840.370239
	Iteration 8Q: 3 clusters Score -525288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -525343.000000 Penalty: 840.370239
	Iteration 9Q: 3 clusters Score -525343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -525375.687500 Penalty: 840.370239
	Iteration 10Q: 3 clusters Score -525375.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -525394.062500 Penalty: 840.370239
	Iteration 11Q: 3 clusters Score -525394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -525398.687500 Penalty: 840.370239
	Iteration 12Q: 3 clusters Score -525398.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -525404.625000 Penalty: 840.370239
	Iteration 13Q: 3 clusters Score -525404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -525409.187500 Penalty: 840.370239
	Iteration 14Q: 3 clusters Score -525409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -525410.562500 Penalty: 840.370239
	Iteration 15Q: 3 clusters Score -525410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -525413.000000 Penalty: 840.370239
	Iteration 16Q: 3 clusters Score -525413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -525414.062500 Penalty: 840.370239
	Iteration 17Q: 3 clusters Score -525414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -525414.062500 Penalty: 840.370239
	Iteration 18F: 3 clusters Score -525414.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -11397.316406 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -11397.32 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 133 members 
Entering Unmasked Estep 
Score: -11089.462891 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -11089.46 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11182.733398 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -11182.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11254.540039 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -11254.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11340.251953 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -11340.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11451.246094 Penalty: 504.965912
	Iteration 4F: 3 clusters Score -11451.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11512.168945 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -11512.17 nChanged 4
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: -11519.754883 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -11519.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11529.821289 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -11529.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11540.513672 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -11540.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11546.651367 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -11546.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11554.451172 Penalty: 504.965912
	Iteration 10Q: 3 clusters Score -11554.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11563.197266 Penalty: 504.965912
	Iteration 11Q: 3 clusters Score -11563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11571.277344 Penalty: 504.965912
	Iteration 12Q: 3 clusters Score -11571.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11588.515625 Penalty: 504.965912
	Iteration 13Q: 3 clusters Score -11588.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11615.865234 Penalty: 504.965912
	Iteration 14Q: 3 clusters Score -11615.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11673.666992 Penalty: 504.965912
	Iteration 15Q: 3 clusters Score -11673.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11853.535156 Penalty: 504.965912
	Iteration 16Q: 3 clusters Score -11853.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11858.250000 Penalty: 504.965912
	Iteration 17Q: 3 clusters Score -11858.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11861.333008 Penalty: 504.965912
	Iteration 18Q: 3 clusters Score -11861.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11863.654297 Penalty: 504.965912
	Iteration 19Q: 3 clusters Score -11863.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11863.654297 Penalty: 504.965912
	Iteration 20F: 3 clusters Score -11863.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 1273 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 1235 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 4619 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 249080 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 980 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8358 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 5843 members 
Mstep: Class 50 contains 223159 members 
Mstep: Class 51 contains 278 members 
Entering Unmasked Estep 
Score: -90677112.000000 Penalty: 33627.132812
Splitting cluster 13 changes total score from -90674576.000000 to -90677112.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -10535.746094 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -10535.75 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 219 members 
Entering Unmasked Estep 
Score: -10141.856445 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -10141.86 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10265.767578 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -10265.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10293.654297 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -10293.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10305.682617 Penalty: 548.353821
	Iteration 3Q: 3 clusters Score -10305.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10316.350586 Penalty: 548.353821
	Iteration 4Q: 3 clusters Score -10316.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10322.257812 Penalty: 548.353821
	Iteration 5Q: 3 clusters Score -10322.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10327.580078 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -10327.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10337.466797 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -10337.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10369.395508 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -10369.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10400.615234 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -10400.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10421.990234 Penalty: 548.353821
	Iteration 10Q: 3 clusters Score -10421.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10430.220703 Penalty: 548.353821
	Iteration 11Q: 3 clusters Score -10430.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10433.311523 Penalty: 548.353821
	Iteration 12Q: 3 clusters Score -10433.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10435.615234 Penalty: 548.353821
	Iteration 13Q: 3 clusters Score -10435.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10436.061523 Penalty: 548.353821
	Iteration 14F: 3 clusters Score -10436.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10442.150391 Penalty: 548.353821
	Iteration 15Q: 3 clusters Score -10442.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10442.259766 Penalty: 548.353821
	Iteration 16Q: 3 clusters Score -10442.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10442.259766 Penalty: 548.353821
	Iteration 17F: 3 clusters Score -10442.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -77879.507812 Penalty: 334.826813
	Iteration 0F: 2 clusters Score -77879.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -76675.140625 Penalty: 669.653625
	Iteration 0F: 3 clusters Score -76675.14 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -77050.734375 Penalty: 669.653625
	Iteration 1F: 3 clusters Score -77050.73 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -77113.546875 Penalty: 669.653625
	Iteration 2F: 3 clusters Score -77113.55 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -77168.195312 Penalty: 669.653625
	Iteration 3F: 3 clusters Score -77168.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -77225.984375 Penalty: 669.653625
	Iteration 4F: 3 clusters Score -77225.98 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -77283.398438 Penalty: 669.653625
	Iteration 5F: 3 clusters Score -77283.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -77357.500000 Penalty: 669.653625
	Iteration 6Q: 3 clusters Score -77357.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -77439.851562 Penalty: 669.653625
	Iteration 7Q: 3 clusters Score -77439.85 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -77481.898438 Penalty: 669.653625
	Iteration 8Q: 3 clusters Score -77481.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -77506.601562 Penalty: 669.653625
	Iteration 9Q: 3 clusters Score -77506.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -77520.703125 Penalty: 669.653625
	Iteration 10Q: 3 clusters Score -77520.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -77532.367188 Penalty: 669.653625
	Iteration 11Q: 3 clusters Score -77532.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -77538.921875 Penalty: 669.653625
	Iteration 12Q: 3 clusters Score -77538.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -77541.882812 Penalty: 669.653625
	Iteration 13Q: 3 clusters Score -77541.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -77546.203125 Penalty: 669.653625
	Iteration 14Q: 3 clusters Score -77546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -77549.460938 Penalty: 669.653625
	Iteration 15Q: 3 clusters Score -77549.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -77553.757812 Penalty: 669.653625
	Iteration 16Q: 3 clusters Score -77553.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -77559.789062 Penalty: 669.653625
	Iteration 17Q: 3 clusters Score -77559.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -77563.757812 Penalty: 669.653625
	Iteration 18Q: 3 clusters Score -77563.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -77569.875000 Penalty: 669.653625
	Iteration 19Q: 3 clusters Score -77569.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -77576.703125 Penalty: 669.653625
	Iteration 20F: 3 clusters Score -77576.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -77581.000000 Penalty: 669.653625
	Iteration 21Q: 3 clusters Score -77581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -77587.046875 Penalty: 669.653625
	Iteration 22Q: 3 clusters Score -77587.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -77591.312500 Penalty: 669.653625
	Iteration 23Q: 3 clusters Score -77591.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -77592.710938 Penalty: 669.653625
	Iteration 24Q: 3 clusters Score -77592.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -77593.226562 Penalty: 669.653625
	Iteration 25Q: 3 clusters Score -77593.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -77593.226562 Penalty: 669.653625
	Iteration 26F: 3 clusters Score -77593.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -40577.664062 Penalty: 309.609955
	Iteration 0F: 2 clusters Score -40577.66 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 440 members 
Entering Unmasked Estep 
Score: -39837.601562 Penalty: 619.219910
	Iteration 0F: 3 clusters Score -39837.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -40071.636719 Penalty: 619.219910
	Iteration 1F: 3 clusters Score -40071.64 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -40118.453125 Penalty: 619.219910
	Iteration 2F: 3 clusters Score -40118.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40146.746094 Penalty: 619.219910
	Iteration 3F: 3 clusters Score -40146.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -40169.328125 Penalty: 619.219910
	Iteration 4Q: 3 clusters Score -40169.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40194.839844 Penalty: 619.219910
	Iteration 5Q: 3 clusters Score -40194.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -40239.269531 Penalty: 619.219910
	Iteration 6Q: 3 clusters Score -40239.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40284.625000 Penalty: 619.219910
	Iteration 7Q: 3 clusters Score -40284.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40328.441406 Penalty: 619.219910
	Iteration 8Q: 3 clusters Score -40328.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40378.308594 Penalty: 619.219910
	Iteration 9Q: 3 clusters Score -40378.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40422.097656 Penalty: 619.219910
	Iteration 10Q: 3 clusters Score -40422.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40462.785156 Penalty: 619.219910
	Iteration 11Q: 3 clusters Score -40462.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40482.988281 Penalty: 619.219910
	Iteration 12Q: 3 clusters Score -40482.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40493.769531 Penalty: 619.219910
	Iteration 13Q: 3 clusters Score -40493.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40498.968750 Penalty: 619.219910
	Iteration 14Q: 3 clusters Score -40498.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40501.750000 Penalty: 619.219910
	Iteration 15Q: 3 clusters Score -40501.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40504.957031 Penalty: 619.219910
	Iteration 16Q: 3 clusters Score -40504.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40506.050781 Penalty: 619.219910
	Iteration 17Q: 3 clusters Score -40506.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40506.640625 Penalty: 619.219910
	Iteration 18Q: 3 clusters Score -40506.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40506.640625 Penalty: 619.219910
	Iteration 19F: 3 clusters Score -40506.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Entering Unmasked Estep 
Score: -2780530.750000 Penalty: 501.171234
	Iteration 0F: 2 clusters Score -2780531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -2739632.500000 Penalty: 1002.342468
	Iteration 0F: 3 clusters Score -2739632 nChanged 29554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -2757960.000000 Penalty: 1002.342468
	Iteration 1F: 3 clusters Score -2757960 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -2759303.250000 Penalty: 1002.342468
	Iteration 2Q: 3 clusters Score -2759303 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -2760723.000000 Penalty: 1002.342468
	Iteration 3F: 3 clusters Score -2760723 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -2762009.000000 Penalty: 1002.342468
	Iteration 4F: 3 clusters Score -2762009 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -2763214.250000 Penalty: 1002.342468
	Iteration 5Q: 3 clusters Score -2763214 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -2764471.750000 Penalty: 1002.342468
	Iteration 6Q: 3 clusters Score -2764472 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -2765702.250000 Penalty: 1002.342468
	Iteration 7Q: 3 clusters Score -2765702 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -2766994.000000 Penalty: 1002.342468
	Iteration 8Q: 3 clusters Score -2766994 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -2768395.250000 Penalty: 1002.342468
	Iteration 9Q: 3 clusters Score -2768395 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -2769606.750000 Penalty: 1002.342468
	Iteration 10Q: 3 clusters Score -2769607 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -2770328.750000 Penalty: 1002.342468
	Iteration 11Q: 3 clusters Score -2770329 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -2770722.000000 Penalty: 1002.342468
	Iteration 12Q: 3 clusters Score -2770722 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -2771056.500000 Penalty: 1002.342468
	Iteration 13Q: 3 clusters Score -2771056 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -2771303.750000 Penalty: 1002.342468
	Iteration 14Q: 3 clusters Score -2771304 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -2771557.250000 Penalty: 1002.342468
	Iteration 15Q: 3 clusters Score -2771557 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -2771836.500000 Penalty: 1002.342468
	Iteration 16Q: 3 clusters Score -2771836 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -2772139.750000 Penalty: 1002.342468
	Iteration 17Q: 3 clusters Score -2772140 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -2772557.000000 Penalty: 1002.342468
	Iteration 18Q: 3 clusters Score -2772557 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -2772989.000000 Penalty: 1002.342468
	Iteration 19Q: 3 clusters Score -2772989 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -2773485.750000 Penalty: 1002.342468
	Iteration 20F: 3 clusters Score -2773486 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -2774038.500000 Penalty: 1002.342468
	Iteration 21Q: 3 clusters Score -2774038 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -2774660.750000 Penalty: 1002.342468
	Iteration 22Q: 3 clusters Score -2774661 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -2775320.750000 Penalty: 1002.342468
	Iteration 23Q: 3 clusters Score -2775321 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -2775985.750000 Penalty: 1002.342468
	Iteration 24Q: 3 clusters Score -2775986 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -2776631.000000 Penalty: 1002.342468
	Iteration 25Q: 3 clusters Score -2776631 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -2777182.500000 Penalty: 1002.342468
	Iteration 26Q: 3 clusters Score -2777182 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -2777607.000000 Penalty: 1002.342468
	Iteration 27Q: 3 clusters Score -2777607 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -2778006.500000 Penalty: 1002.342468
	Iteration 28Q: 3 clusters Score -2778006 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -2778333.750000 Penalty: 1002.342468
	Iteration 29Q: 3 clusters Score -2778334 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -2778587.500000 Penalty: 1002.342468
	Iteration 30Q: 3 clusters Score -2778588 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -2778808.500000 Penalty: 1002.342468
	Iteration 31Q: 3 clusters Score -2778808 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -2779001.250000 Penalty: 1002.342468
	Iteration 32Q: 3 clusters Score -2779001 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -2779179.750000 Penalty: 1002.342468
	Iteration 33Q: 3 clusters Score -2779180 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -2779345.250000 Penalty: 1002.342468
	Iteration 34Q: 3 clusters Score -2779345 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -2779480.500000 Penalty: 1002.342468
	Iteration 35Q: 3 clusters Score -2779480 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -2779598.500000 Penalty: 1002.342468
	Iteration 36Q: 3 clusters Score -2779598 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -2779676.000000 Penalty: 1002.342468
	Iteration 37Q: 3 clusters Score -2779676 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -2779738.000000 Penalty: 1002.342468
	Iteration 38Q: 3 clusters Score -2779738 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -2779799.750000 Penalty: 1002.342468
	Iteration 39Q: 3 clusters Score -2779800 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -2779837.750000 Penalty: 1002.342468
	Iteration 40F: 3 clusters Score -2779838 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -2779875.000000 Penalty: 1002.342468
	Iteration 41Q: 3 clusters Score -2779875 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -2779904.250000 Penalty: 1002.342468
	Iteration 42Q: 3 clusters Score -2779904 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -2779948.000000 Penalty: 1002.342468
	Iteration 43Q: 3 clusters Score -2779948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -2779986.250000 Penalty: 1002.342468
	Iteration 44Q: 3 clusters Score -2779986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -2780008.250000 Penalty: 1002.342468
	Iteration 45Q: 3 clusters Score -2780008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -2780027.000000 Penalty: 1002.342468
	Iteration 46Q: 3 clusters Score -2780027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -2780043.750000 Penalty: 1002.342468
	Iteration 47Q: 3 clusters Score -2780044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -2780053.500000 Penalty: 1002.342468
	Iteration 48Q: 3 clusters Score -2780054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -2780063.000000 Penalty: 1002.342468
	Iteration 49Q: 3 clusters Score -2780063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -2780074.000000 Penalty: 1002.342468
	Iteration 50Q: 3 clusters Score -2780074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -2780075.750000 Penalty: 1002.342468
	Iteration 51Q: 3 clusters Score -2780076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -2780086.000000 Penalty: 1002.342468
	Iteration 52Q: 3 clusters Score -2780086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -2780093.000000 Penalty: 1002.342468
	Iteration 53Q: 3 clusters Score -2780093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -2780106.000000 Penalty: 1002.342468
	Iteration 54Q: 3 clusters Score -2780106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -2780110.750000 Penalty: 1002.342468
	Iteration 55Q: 3 clusters Score -2780111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -2780110.500000 Penalty: 1002.342468
	Iteration 56Q: 3 clusters Score -2780110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -2780114.000000 Penalty: 1002.342468
	Iteration 57Q: 3 clusters Score -2780114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -2780120.250000 Penalty: 1002.342468
	Iteration 58Q: 3 clusters Score -2780120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -2780122.000000 Penalty: 1002.342468
	Iteration 59Q: 3 clusters Score -2780122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -2780126.000000 Penalty: 1002.342468
	Iteration 60F: 3 clusters Score -2780126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -2780135.000000 Penalty: 1002.342468
	Iteration 61Q: 3 clusters Score -2780135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -2780134.500000 Penalty: 1002.342468
	Iteration 62Q: 3 clusters Score -2780134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -2780142.000000 Penalty: 1002.342468
	Iteration 63Q: 3 clusters Score -2780142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -2780152.250000 Penalty: 1002.342468
	Iteration 64Q: 3 clusters Score -2780152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -2780158.500000 Penalty: 1002.342468
	Iteration 65Q: 3 clusters Score -2780158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -2780164.250000 Penalty: 1002.342468
	Iteration 66Q: 3 clusters Score -2780164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -2780165.000000 Penalty: 1002.342468
	Iteration 67Q: 3 clusters Score -2780165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -2780168.000000 Penalty: 1002.342468
	Iteration 68Q: 3 clusters Score -2780168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -2780167.750000 Penalty: 1002.342468
	Iteration 69Q: 3 clusters Score -2780168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -2780168.750000 Penalty: 1002.342468
	Iteration 70Q: 3 clusters Score -2780169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -2780170.500000 Penalty: 1002.342468
	Iteration 71Q: 3 clusters Score -2780170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -2780169.000000 Penalty: 1002.342468
	Iteration 72Q: 3 clusters Score -2780169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -2780173.000000 Penalty: 1002.342468
	Iteration 73Q: 3 clusters Score -2780173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -2780174.250000 Penalty: 1002.342468
	Iteration 74Q: 3 clusters Score -2780174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -2780174.250000 Penalty: 1002.342468
	Iteration 75F: 3 clusters Score -2780174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -131299.953125 Penalty: 367.805481
	Iteration 0F: 2 clusters Score -131300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -129104.976562 Penalty: 735.610962
	Iteration 0F: 3 clusters Score -129105 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -130195.117188 Penalty: 735.610962
	Iteration 1F: 3 clusters Score -130195.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -130399.460938 Penalty: 735.610962
	Iteration 2F: 3 clusters Score -130399.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -130533.929688 Penalty: 735.610962
	Iteration 3F: 3 clusters Score -130533.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -130620.156250 Penalty: 735.610962
	Iteration 4F: 3 clusters Score -130620.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -130706.445312 Penalty: 735.610962
	Iteration 5Q: 3 clusters Score -130706.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -130809.742188 Penalty: 735.610962
	Iteration 6Q: 3 clusters Score -130809.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -130947.515625 Penalty: 735.610962
	Iteration 7F: 3 clusters Score -130947.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -131057.039062 Penalty: 735.610962
	Iteration 8Q: 3 clusters Score -131057 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -131140.093750 Penalty: 735.610962
	Iteration 9Q: 3 clusters Score -131140.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -131226.609375 Penalty: 735.610962
	Iteration 10Q: 3 clusters Score -131226.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -131267.234375 Penalty: 735.610962
	Iteration 11Q: 3 clusters Score -131267.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -131283.109375 Penalty: 735.610962
	Iteration 12Q: 3 clusters Score -131283.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -131287.750000 Penalty: 735.610962
	Iteration 13Q: 3 clusters Score -131287.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -131289.359375 Penalty: 735.610962
	Iteration 14Q: 3 clusters Score -131289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -131289.562500 Penalty: 735.610962
	Iteration 15Q: 3 clusters Score -131289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -131289.937500 Penalty: 735.610962
	Iteration 16Q: 3 clusters Score -131289.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -131289.937500 Penalty: 735.610962
	Iteration 17F: 3 clusters Score -131289.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (95082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95082 members 
Entering Unmasked Estep 
Score: -4571313.500000 Penalty: 521.543518
	Iteration 0F: 2 clusters Score -4571314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -4507356.500000 Penalty: 1043.087036
	Iteration 0F: 3 clusters Score -4507356 nChanged 46398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -4535780.500000 Penalty: 1043.087036
	Iteration 1F: 3 clusters Score -4535780 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -4537238.000000 Penalty: 1043.087036
	Iteration 2Q: 3 clusters Score -4537238 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -4539870.000000 Penalty: 1043.087036
	Iteration 3F: 3 clusters Score -4539870 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -4544414.000000 Penalty: 1043.087036
	Iteration 4F: 3 clusters Score -4544414 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -4551285.000000 Penalty: 1043.087036
	Iteration 5F: 3 clusters Score -4551285 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -4559070.000000 Penalty: 1043.087036
	Iteration 6F: 3 clusters Score -4559070 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -4565542.500000 Penalty: 1043.087036
	Iteration 7F: 3 clusters Score -4565542 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -4568979.500000 Penalty: 1043.087036
	Iteration 8Q: 3 clusters Score -4568980 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -4570313.000000 Penalty: 1043.087036
	Iteration 9Q: 3 clusters Score -4570313 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -4570686.500000 Penalty: 1043.087036
	Iteration 10Q: 3 clusters Score -4570686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -4570771.000000 Penalty: 1043.087036
	Iteration 11Q: 3 clusters Score -4570771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -4570814.500000 Penalty: 1043.087036
	Iteration 12Q: 3 clusters Score -4570814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -4570839.000000 Penalty: 1043.087036
	Iteration 13Q: 3 clusters Score -4570839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -4570848.000000 Penalty: 1043.087036
	Iteration 14Q: 3 clusters Score -4570848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -4570855.000000 Penalty: 1043.087036
	Iteration 15Q: 3 clusters Score -4570855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -4570859.000000 Penalty: 1043.087036
	Iteration 16Q: 3 clusters Score -4570859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -4570862.500000 Penalty: 1043.087036
	Iteration 17Q: 3 clusters Score -4570862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -4570863.000000 Penalty: 1043.087036
	Iteration 18Q: 3 clusters Score -4570863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -4570869.000000 Penalty: 1043.087036
	Iteration 19Q: 3 clusters Score -4570869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -4570874.500000 Penalty: 1043.087036
	Iteration 20F: 3 clusters Score -4570874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -255266.656250 Penalty: 388.620300
	Iteration 0F: 2 clusters Score -255266.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -251790.765625 Penalty: 777.240601
	Iteration 0F: 3 clusters Score -251790.8 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -253079.046875 Penalty: 777.240601
	Iteration 1F: 3 clusters Score -253079 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -253308.953125 Penalty: 777.240601
	Iteration 2F: 3 clusters Score -253309 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -253609.015625 Penalty: 777.240601
	Iteration 3F: 3 clusters Score -253609 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -253965.500000 Penalty: 777.240601
	Iteration 4F: 3 clusters Score -253965.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -254309.296875 Penalty: 777.240601
	Iteration 5F: 3 clusters Score -254309.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -254511.328125 Penalty: 777.240601
	Iteration 6Q: 3 clusters Score -254511.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -254670.906250 Penalty: 777.240601
	Iteration 7Q: 3 clusters Score -254670.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -254773.953125 Penalty: 777.240601
	Iteration 8Q: 3 clusters Score -254774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -254830.656250 Penalty: 777.240601
	Iteration 9Q: 3 clusters Score -254830.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -254861.125000 Penalty: 777.240601
	Iteration 10Q: 3 clusters Score -254861.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -254880.000000 Penalty: 777.240601
	Iteration 11Q: 3 clusters Score -254880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -254891.312500 Penalty: 777.240601
	Iteration 12Q: 3 clusters Score -254891.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -254897.109375 Penalty: 777.240601
	Iteration 13Q: 3 clusters Score -254897.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -254903.171875 Penalty: 777.240601
	Iteration 14Q: 3 clusters Score -254903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -254909.984375 Penalty: 777.240601
	Iteration 15Q: 3 clusters Score -254910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -254916.265625 Penalty: 777.240601
	Iteration 16Q: 3 clusters Score -254916.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -254919.265625 Penalty: 777.240601
	Iteration 17Q: 3 clusters Score -254919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -254919.984375 Penalty: 777.240601
	Iteration 18Q: 3 clusters Score -254920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -254919.984375 Penalty: 777.240601
	Iteration 19F: 3 clusters Score -254920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -230983.671875 Penalty: 387.212677
	Iteration 0F: 2 clusters Score -230983.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -227650.937500 Penalty: 774.425354
	Iteration 0F: 3 clusters Score -227650.9 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -228954.281250 Penalty: 774.425354
	Iteration 1F: 3 clusters Score -228954.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -229150.515625 Penalty: 774.425354
	Iteration 2F: 3 clusters Score -229150.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -229370.046875 Penalty: 774.425354
	Iteration 3F: 3 clusters Score -229370 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -229613.437500 Penalty: 774.425354
	Iteration 4F: 3 clusters Score -229613.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -229889.953125 Penalty: 774.425354
	Iteration 5F: 3 clusters Score -229890 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -230152.890625 Penalty: 774.425354
	Iteration 6F: 3 clusters Score -230152.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -230317.562500 Penalty: 774.425354
	Iteration 7Q: 3 clusters Score -230317.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -230392.671875 Penalty: 774.425354
	Iteration 8Q: 3 clusters Score -230392.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -230420.000000 Penalty: 774.425354
	Iteration 9Q: 3 clusters Score -230420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -230437.687500 Penalty: 774.425354
	Iteration 10Q: 3 clusters Score -230437.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -230450.953125 Penalty: 774.425354
	Iteration 11Q: 3 clusters Score -230451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -230461.250000 Penalty: 774.425354
	Iteration 12Q: 3 clusters Score -230461.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -230471.328125 Penalty: 774.425354
	Iteration 13Q: 3 clusters Score -230471.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -230483.703125 Penalty: 774.425354
	Iteration 14Q: 3 clusters Score -230483.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -230494.328125 Penalty: 774.425354
	Iteration 15Q: 3 clusters Score -230494.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -230502.375000 Penalty: 774.425354
	Iteration 16Q: 3 clusters Score -230502.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -230508.937500 Penalty: 774.425354
	Iteration 17Q: 3 clusters Score -230508.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -230513.171875 Penalty: 774.425354
	Iteration 18Q: 3 clusters Score -230513.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -230519.421875 Penalty: 774.425354
	Iteration 19Q: 3 clusters Score -230519.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -230524.937500 Penalty: 774.425354
	Iteration 20F: 3 clusters Score -230524.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -230529.875000 Penalty: 774.425354
	Iteration 21Q: 3 clusters Score -230529.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -230535.125000 Penalty: 774.425354
	Iteration 22Q: 3 clusters Score -230535.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -230538.140625 Penalty: 774.425354
	Iteration 23Q: 3 clusters Score -230538.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -230541.750000 Penalty: 774.425354
	Iteration 24Q: 3 clusters Score -230541.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -230544.687500 Penalty: 774.425354
	Iteration 25Q: 3 clusters Score -230544.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -230547.156250 Penalty: 774.425354
	Iteration 26Q: 3 clusters Score -230547.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -230551.312500 Penalty: 774.425354
	Iteration 27Q: 3 clusters Score -230551.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -230553.875000 Penalty: 774.425354
	Iteration 28Q: 3 clusters Score -230553.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -230554.843750 Penalty: 774.425354
	Iteration 29Q: 3 clusters Score -230554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -230556.609375 Penalty: 774.425354
	Iteration 30Q: 3 clusters Score -230556.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -230557.890625 Penalty: 774.425354
	Iteration 31Q: 3 clusters Score -230557.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -230559.109375 Penalty: 774.425354
	Iteration 32Q: 3 clusters Score -230559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -230558.890625 Penalty: 774.425354
	Iteration 33Q: 3 clusters Score -230558.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -230559.953125 Penalty: 774.425354
	Iteration 34Q: 3 clusters Score -230560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -230560.109375 Penalty: 774.425354
	Iteration 35Q: 3 clusters Score -230560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -230560.109375 Penalty: 774.425354
	Iteration 36F: 3 clusters Score -230560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Entering Unmasked Estep 
Score: -678994.187500 Penalty: 433.523743
	Iteration 0F: 2 clusters Score -678994.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -669818.062500 Penalty: 867.047485
	Iteration 0F: 3 clusters Score -669818.1 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -673692.312500 Penalty: 867.047485
	Iteration 1F: 3 clusters Score -673692.3 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -674147.687500 Penalty: 867.047485
	Iteration 2F: 3 clusters Score -674147.7 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -674764.312500 Penalty: 867.047485
	Iteration 3F: 3 clusters Score -674764.3 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -675499.937500 Penalty: 867.047485
	Iteration 4F: 3 clusters Score -675499.9 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -676339.000000 Penalty: 867.047485
	Iteration 5F: 3 clusters Score -676339 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -677163.500000 Penalty: 867.047485
	Iteration 6F: 3 clusters Score -677163.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -677811.187500 Penalty: 867.047485
	Iteration 7Q: 3 clusters Score -677811.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -678154.812500 Penalty: 867.047485
	Iteration 8Q: 3 clusters Score -678154.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -678366.562500 Penalty: 867.047485
	Iteration 9Q: 3 clusters Score -678366.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -678474.625000 Penalty: 867.047485
	Iteration 10Q: 3 clusters Score -678474.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -678521.500000 Penalty: 867.047485
	Iteration 11Q: 3 clusters Score -678521.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -678558.875000 Penalty: 867.047485
	Iteration 12Q: 3 clusters Score -678558.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -678578.312500 Penalty: 867.047485
	Iteration 13Q: 3 clusters Score -678578.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -678587.437500 Penalty: 867.047485
	Iteration 14Q: 3 clusters Score -678587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -678589.000000 Penalty: 867.047485
	Iteration 15Q: 3 clusters Score -678589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -678592.250000 Penalty: 867.047485
	Iteration 16Q: 3 clusters Score -678592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -678591.187500 Penalty: 867.047485
	Iteration 17Q: 3 clusters Score -678591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -678591.187500 Penalty: 867.047485
	Iteration 18F: 3 clusters Score -678591.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -61197.476562 Penalty: 325.285492
	Iteration 0F: 2 clusters Score -61197.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -60260.312500 Penalty: 650.570984
	Iteration 0F: 3 clusters Score -60260.31 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -61117.835938 Penalty: 650.570984
	Iteration 1F: 3 clusters Score -61117.84 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -61407.902344 Penalty: 650.570984
	Iteration 2F: 3 clusters Score -61407.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -61532.359375 Penalty: 650.570984
	Iteration 3F: 3 clusters Score -61532.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -61635.597656 Penalty: 650.570984
	Iteration 4F: 3 clusters Score -61635.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -61742.644531 Penalty: 650.570984
	Iteration 5Q: 3 clusters Score -61742.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -61838.886719 Penalty: 650.570984
	Iteration 6Q: 3 clusters Score -61838.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -61867.433594 Penalty: 650.570984
	Iteration 7Q: 3 clusters Score -61867.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -61875.476562 Penalty: 650.570984
	Iteration 8Q: 3 clusters Score -61875.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -61877.113281 Penalty: 650.570984
	Iteration 9Q: 3 clusters Score -61877.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -61878.582031 Penalty: 650.570984
	Iteration 10Q: 3 clusters Score -61878.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -61879.925781 Penalty: 650.570984
	Iteration 11Q: 3 clusters Score -61879.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -61879.925781 Penalty: 650.570984
	Iteration 12F: 3 clusters Score -61879.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 1235 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 4619 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 249080 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 980 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8358 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 5843 members 
Mstep: Class 50 contains 223159 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 958 members 
Entering Unmasked Estep 
Score: -90677632.000000 Penalty: 34286.488281
Splitting cluster 24 changes total score from -90674576.000000 to -90677632.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 26 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -16740.884766 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -16740.88 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 232 members 
Entering Unmasked Estep 
Score: -16318.813477 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -16318.81 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16549.123047 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -16549.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16600.884766 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -16600.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16620.365234 Penalty: 556.947083
	Iteration 3Q: 3 clusters Score -16620.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16638.994141 Penalty: 556.947083
	Iteration 4Q: 3 clusters Score -16638.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16646.449219 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -16646.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16653.080078 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -16653.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16656.093750 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -16656.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16656.488281 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -16656.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16656.748047 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -16656.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16656.748047 Penalty: 556.947083
	Iteration 10F: 3 clusters Score -16656.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -49560.652344 Penalty: 315.292999
	Iteration 0F: 2 clusters Score -49560.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -48716.101562 Penalty: 630.585999
	Iteration 0F: 3 clusters Score -48716.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -48945.289062 Penalty: 630.585999
	Iteration 1F: 3 clusters Score -48945.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48993.808594 Penalty: 630.585999
	Iteration 2F: 3 clusters Score -48993.81 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -49015.585938 Penalty: 630.585999
	Iteration 3Q: 3 clusters Score -49015.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -49035.242188 Penalty: 630.585999
	Iteration 4Q: 3 clusters Score -49035.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -49046.472656 Penalty: 630.585999
	Iteration 5Q: 3 clusters Score -49046.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -49052.910156 Penalty: 630.585999
	Iteration 6Q: 3 clusters Score -49052.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -49059.585938 Penalty: 630.585999
	Iteration 7Q: 3 clusters Score -49059.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -49070.207031 Penalty: 630.585999
	Iteration 8Q: 3 clusters Score -49070.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -49090.652344 Penalty: 630.585999
	Iteration 9Q: 3 clusters Score -49090.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -49114.929688 Penalty: 630.585999
	Iteration 10Q: 3 clusters Score -49114.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -49136.093750 Penalty: 630.585999
	Iteration 11Q: 3 clusters Score -49136.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -49151.941406 Penalty: 630.585999
	Iteration 12Q: 3 clusters Score -49151.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -49164.550781 Penalty: 630.585999
	Iteration 13Q: 3 clusters Score -49164.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -49175.285156 Penalty: 630.585999
	Iteration 14Q: 3 clusters Score -49175.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -49184.644531 Penalty: 630.585999
	Iteration 15Q: 3 clusters Score -49184.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -49192.101562 Penalty: 630.585999
	Iteration 16Q: 3 clusters Score -49192.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -49204.546875 Penalty: 630.585999
	Iteration 17Q: 3 clusters Score -49204.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -49213.578125 Penalty: 630.585999
	Iteration 18Q: 3 clusters Score -49213.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -49221.816406 Penalty: 630.585999
	Iteration 19Q: 3 clusters Score -49221.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -49228.777344 Penalty: 630.585999
	Iteration 20F: 3 clusters Score -49228.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -49241.492188 Penalty: 630.585999
	Iteration 21Q: 3 clusters Score -49241.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -49255.136719 Penalty: 630.585999
	Iteration 22Q: 3 clusters Score -49255.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -49268.914062 Penalty: 630.585999
	Iteration 23Q: 3 clusters Score -49268.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -49279.839844 Penalty: 630.585999
	Iteration 24Q: 3 clusters Score -49279.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -49288.207031 Penalty: 630.585999
	Iteration 25Q: 3 clusters Score -49288.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -49293.640625 Penalty: 630.585999
	Iteration 26Q: 3 clusters Score -49293.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -49300.621094 Penalty: 630.585999
	Iteration 27Q: 3 clusters Score -49300.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -49309.121094 Penalty: 630.585999
	Iteration 28Q: 3 clusters Score -49309.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -49320.679688 Penalty: 630.585999
	Iteration 29Q: 3 clusters Score -49320.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -49332.046875 Penalty: 630.585999
	Iteration 30Q: 3 clusters Score -49332.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -49340.023438 Penalty: 630.585999
	Iteration 31Q: 3 clusters Score -49340.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -49340.878906 Penalty: 630.585999
	Iteration 32Q: 3 clusters Score -49340.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -49341.800781 Penalty: 630.585999
	Iteration 33Q: 3 clusters Score -49341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -49341.800781 Penalty: 630.585999
	Iteration 34F: 3 clusters Score -49341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Entering Unmasked Estep 
Score: -181963.656250 Penalty: 377.640106
	Iteration 0F: 2 clusters Score -181963.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -179236.484375 Penalty: 755.280212
	Iteration 0F: 3 clusters Score -179236.5 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -180243.296875 Penalty: 755.280212
	Iteration 1F: 3 clusters Score -180243.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -180320.562500 Penalty: 755.280212
	Iteration 2F: 3 clusters Score -180320.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -180387.593750 Penalty: 755.280212
	Iteration 3Q: 3 clusters Score -180387.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -180440.531250 Penalty: 755.280212
	Iteration 4Q: 3 clusters Score -180440.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -180511.468750 Penalty: 755.280212
	Iteration 5Q: 3 clusters Score -180511.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -180606.796875 Penalty: 755.280212
	Iteration 6Q: 3 clusters Score -180606.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -180739.750000 Penalty: 755.280212
	Iteration 7F: 3 clusters Score -180739.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -180901.343750 Penalty: 755.280212
	Iteration 8F: 3 clusters Score -180901.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -181090.375000 Penalty: 755.280212
	Iteration 9F: 3 clusters Score -181090.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -181261.046875 Penalty: 755.280212
	Iteration 10F: 3 clusters Score -181261 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -181404.093750 Penalty: 755.280212
	Iteration 11Q: 3 clusters Score -181404.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -181500.984375 Penalty: 755.280212
	Iteration 12Q: 3 clusters Score -181501 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -181563.281250 Penalty: 755.280212
	Iteration 13Q: 3 clusters Score -181563.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -181589.656250 Penalty: 755.280212
	Iteration 14Q: 3 clusters Score -181589.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -181601.437500 Penalty: 755.280212
	Iteration 15Q: 3 clusters Score -181601.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -181609.578125 Penalty: 755.280212
	Iteration 16Q: 3 clusters Score -181609.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -181614.843750 Penalty: 755.280212
	Iteration 17Q: 3 clusters Score -181614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -181620.140625 Penalty: 755.280212
	Iteration 18Q: 3 clusters Score -181620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -181623.468750 Penalty: 755.280212
	Iteration 19Q: 3 clusters Score -181623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -181626.656250 Penalty: 755.280212
	Iteration 20F: 3 clusters Score -181626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -181627.750000 Penalty: 755.280212
	Iteration 21Q: 3 clusters Score -181627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -181628.703125 Penalty: 755.280212
	Iteration 22Q: 3 clusters Score -181628.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -181629.562500 Penalty: 755.280212
	Iteration 23Q: 3 clusters Score -181629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -181631.031250 Penalty: 755.280212
	Iteration 24Q: 3 clusters Score -181631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -181632.218750 Penalty: 755.280212
	Iteration 25Q: 3 clusters Score -181632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -181633.046875 Penalty: 755.280212
	Iteration 26Q: 3 clusters Score -181633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -181635.281250 Penalty: 755.280212
	Iteration 27Q: 3 clusters Score -181635.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -181637.062500 Penalty: 755.280212
	Iteration 28Q: 3 clusters Score -181637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -181639.296875 Penalty: 755.280212
	Iteration 29Q: 3 clusters Score -181639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -181639.296875 Penalty: 755.280212
	Iteration 30F: 3 clusters Score -181639.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -146546.968750 Penalty: 365.487183
	Iteration 0F: 2 clusters Score -146547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -144392.359375 Penalty: 730.974365
	Iteration 0F: 3 clusters Score -144392.4 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -145207.046875 Penalty: 730.974365
	Iteration 1F: 3 clusters Score -145207 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -145343.890625 Penalty: 730.974365
	Iteration 2F: 3 clusters Score -145343.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -145484.968750 Penalty: 730.974365
	Iteration 3F: 3 clusters Score -145485 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -145627.968750 Penalty: 730.974365
	Iteration 4F: 3 clusters Score -145628 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -145774.843750 Penalty: 730.974365
	Iteration 5F: 3 clusters Score -145774.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -145900.375000 Penalty: 730.974365
	Iteration 6Q: 3 clusters Score -145900.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -145992.218750 Penalty: 730.974365
	Iteration 7Q: 3 clusters Score -145992.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -146053.843750 Penalty: 730.974365
	Iteration 8Q: 3 clusters Score -146053.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -146093.281250 Penalty: 730.974365
	Iteration 9Q: 3 clusters Score -146093.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -146116.468750 Penalty: 730.974365
	Iteration 10Q: 3 clusters Score -146116.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -146136.093750 Penalty: 730.974365
	Iteration 11Q: 3 clusters Score -146136.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -146153.203125 Penalty: 730.974365
	Iteration 12Q: 3 clusters Score -146153.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -146167.312500 Penalty: 730.974365
	Iteration 13Q: 3 clusters Score -146167.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -146176.828125 Penalty: 730.974365
	Iteration 14Q: 3 clusters Score -146176.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -146184.515625 Penalty: 730.974365
	Iteration 15Q: 3 clusters Score -146184.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -146188.859375 Penalty: 730.974365
	Iteration 16Q: 3 clusters Score -146188.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -146192.906250 Penalty: 730.974365
	Iteration 17Q: 3 clusters Score -146192.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -146195.390625 Penalty: 730.974365
	Iteration 18Q: 3 clusters Score -146195.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -146196.296875 Penalty: 730.974365
	Iteration 19Q: 3 clusters Score -146196.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -146197.078125 Penalty: 730.974365
	Iteration 20F: 3 clusters Score -146197.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -146197.718750 Penalty: 730.974365
	Iteration 21Q: 3 clusters Score -146197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -146198.640625 Penalty: 730.974365
	Iteration 22Q: 3 clusters Score -146198.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -146198.453125 Penalty: 730.974365
	Iteration 23Q: 3 clusters Score -146198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -146198.656250 Penalty: 730.974365
	Iteration 24Q: 3 clusters Score -146198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -146198.875000 Penalty: 730.974365
	Iteration 25Q: 3 clusters Score -146198.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -146198.875000 Penalty: 730.974365
	Iteration 26F: 3 clusters Score -146198.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -73964.265625 Penalty: 333.919403
	Iteration 0F: 2 clusters Score -73964.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -72803.742188 Penalty: 667.838806
	Iteration 0F: 3 clusters Score -72803.74 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -73202.507812 Penalty: 667.838806
	Iteration 1F: 3 clusters Score -73202.51 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -73265.593750 Penalty: 667.838806
	Iteration 2F: 3 clusters Score -73265.59 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -73298.148438 Penalty: 667.838806
	Iteration 3Q: 3 clusters Score -73298.15 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -73329.187500 Penalty: 667.838806
	Iteration 4Q: 3 clusters Score -73329.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -73369.468750 Penalty: 667.838806
	Iteration 5Q: 3 clusters Score -73369.47 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -73409.398438 Penalty: 667.838806
	Iteration 6Q: 3 clusters Score -73409.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -73451.343750 Penalty: 667.838806
	Iteration 7Q: 3 clusters Score -73451.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73485.148438 Penalty: 667.838806
	Iteration 8Q: 3 clusters Score -73485.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -73509.625000 Penalty: 667.838806
	Iteration 9Q: 3 clusters Score -73509.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -73532.132812 Penalty: 667.838806
	Iteration 10Q: 3 clusters Score -73532.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73542.734375 Penalty: 667.838806
	Iteration 11Q: 3 clusters Score -73542.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73553.234375 Penalty: 667.838806
	Iteration 12Q: 3 clusters Score -73553.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73565.460938 Penalty: 667.838806
	Iteration 13Q: 3 clusters Score -73565.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73575.945312 Penalty: 667.838806
	Iteration 14Q: 3 clusters Score -73575.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73585.515625 Penalty: 667.838806
	Iteration 15Q: 3 clusters Score -73585.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73596.375000 Penalty: 667.838806
	Iteration 16Q: 3 clusters Score -73596.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73608.703125 Penalty: 667.838806
	Iteration 17Q: 3 clusters Score -73608.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73615.625000 Penalty: 667.838806
	Iteration 18Q: 3 clusters Score -73615.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73620.593750 Penalty: 667.838806
	Iteration 19Q: 3 clusters Score -73620.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73623.546875 Penalty: 667.838806
	Iteration 20F: 3 clusters Score -73623.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73624.812500 Penalty: 667.838806
	Iteration 21Q: 3 clusters Score -73624.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73625.257812 Penalty: 667.838806
	Iteration 22Q: 3 clusters Score -73625.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73625.437500 Penalty: 667.838806
	Iteration 23Q: 3 clusters Score -73625.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73625.507812 Penalty: 667.838806
	Iteration 24Q: 3 clusters Score -73625.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73626.187500 Penalty: 667.838806
	Iteration 25Q: 3 clusters Score -73626.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73627.015625 Penalty: 667.838806
	Iteration 26Q: 3 clusters Score -73627.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73627.390625 Penalty: 667.838806
	Iteration 27Q: 3 clusters Score -73627.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73627.390625 Penalty: 667.838806
	Iteration 28F: 3 clusters Score -73627.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -54163.457031 Penalty: 323.906586
	Iteration 0F: 2 clusters Score -54163.46 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 657 members 
Entering Unmasked Estep 
Score: -53283.695312 Penalty: 647.813171
	Iteration 0F: 3 clusters Score -53283.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -54111.855469 Penalty: 647.813171
	Iteration 1F: 3 clusters Score -54111.86 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -54602.445312 Penalty: 647.813171
	Iteration 2F: 3 clusters Score -54602.45 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -54785.941406 Penalty: 647.813171
	Iteration 3F: 3 clusters Score -54785.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -54865.468750 Penalty: 647.813171
	Iteration 4Q: 3 clusters Score -54865.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -54923.648438 Penalty: 647.813171
	Iteration 5Q: 3 clusters Score -54923.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -54961.578125 Penalty: 647.813171
	Iteration 6Q: 3 clusters Score -54961.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -54969.164062 Penalty: 647.813171
	Iteration 7Q: 3 clusters Score -54969.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -54976.675781 Penalty: 647.813171
	Iteration 8Q: 3 clusters Score -54976.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -54984.917969 Penalty: 647.813171
	Iteration 9Q: 3 clusters Score -54984.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -55000.222656 Penalty: 647.813171
	Iteration 10Q: 3 clusters Score -55000.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -55005.812500 Penalty: 647.813171
	Iteration 11Q: 3 clusters Score -55005.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -55009.218750 Penalty: 647.813171
	Iteration 12Q: 3 clusters Score -55009.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -55012.468750 Penalty: 647.813171
	Iteration 13Q: 3 clusters Score -55012.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -55013.261719 Penalty: 647.813171
	Iteration 14Q: 3 clusters Score -55013.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -55013.472656 Penalty: 647.813171
	Iteration 15Q: 3 clusters Score -55013.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -55013.472656 Penalty: 647.813171
	Iteration 16F: 3 clusters Score -55013.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 4619 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 249080 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 980 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8358 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 5843 members 
Mstep: Class 50 contains 223159 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 958 members 
Mstep: Class 53 contains 794 members 
Entering Unmasked Estep 
Score: -90677664.000000 Penalty: 34945.843750
Splitting cluster 31 changes total score from -90674576.000000 to -90677664.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 33 (41788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Entering Unmasked Estep 
Score: -2118728.250000 Penalty: 484.136597
	Iteration 0F: 2 clusters Score -2118728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2090750.625000 Penalty: 968.273193
	Iteration 0F: 3 clusters Score -2090751 nChanged 20232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2102491.500000 Penalty: 968.273193
	Iteration 1F: 3 clusters Score -2102492 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2102978.250000 Penalty: 968.273193
	Iteration 2Q: 3 clusters Score -2102978 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -2103740.250000 Penalty: 968.273193
	Iteration 3Q: 3 clusters Score -2103740 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -2105091.500000 Penalty: 968.273193
	Iteration 4F: 3 clusters Score -2105092 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -2107413.750000 Penalty: 968.273193
	Iteration 5F: 3 clusters Score -2107414 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -2110673.500000 Penalty: 968.273193
	Iteration 6F: 3 clusters Score -2110674 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -2113986.500000 Penalty: 968.273193
	Iteration 7F: 3 clusters Score -2113986 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -2116376.000000 Penalty: 968.273193
	Iteration 8F: 3 clusters Score -2116376 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -2117573.000000 Penalty: 968.273193
	Iteration 9Q: 3 clusters Score -2117573 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -2118014.000000 Penalty: 968.273193
	Iteration 10Q: 3 clusters Score -2118014 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -2118167.500000 Penalty: 968.273193
	Iteration 11Q: 3 clusters Score -2118168 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -2118235.500000 Penalty: 968.273193
	Iteration 12Q: 3 clusters Score -2118236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -2118265.000000 Penalty: 968.273193
	Iteration 13Q: 3 clusters Score -2118265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -2118280.250000 Penalty: 968.273193
	Iteration 14Q: 3 clusters Score -2118280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -2118288.000000 Penalty: 968.273193
	Iteration 15Q: 3 clusters Score -2118288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -2118293.750000 Penalty: 968.273193
	Iteration 16Q: 3 clusters Score -2118294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -2118296.250000 Penalty: 968.273193
	Iteration 17Q: 3 clusters Score -2118296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -2118298.750000 Penalty: 968.273193
	Iteration 18Q: 3 clusters Score -2118299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -2118301.000000 Penalty: 968.273193
	Iteration 19Q: 3 clusters Score -2118301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -2118302.750000 Penalty: 968.273193
	Iteration 20F: 3 clusters Score -2118303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -2118303.500000 Penalty: 968.273193
	Iteration 21Q: 3 clusters Score -2118304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -2118303.500000 Penalty: 968.273193
	Iteration 22F: 3 clusters Score -2118304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Entering Unmasked Estep 
Score: -911381.625000 Penalty: 449.133606
	Iteration 0F: 2 clusters Score -911381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -898432.500000 Penalty: 898.267212
	Iteration 0F: 3 clusters Score -898432.5 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -904048.750000 Penalty: 898.267212
	Iteration 1F: 3 clusters Score -904048.8 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -904615.437500 Penalty: 898.267212
	Iteration 2F: 3 clusters Score -904615.4 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -905299.312500 Penalty: 898.267212
	Iteration 3F: 3 clusters Score -905299.3 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -906122.687500 Penalty: 898.267212
	Iteration 4F: 3 clusters Score -906122.7 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -907013.375000 Penalty: 898.267212
	Iteration 5F: 3 clusters Score -907013.4 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -907910.875000 Penalty: 898.267212
	Iteration 6F: 3 clusters Score -907910.9 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -908697.500000 Penalty: 898.267212
	Iteration 7F: 3 clusters Score -908697.5 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -909439.812500 Penalty: 898.267212
	Iteration 8Q: 3 clusters Score -909439.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -910060.687500 Penalty: 898.267212
	Iteration 9Q: 3 clusters Score -910060.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -910519.000000 Penalty: 898.267212
	Iteration 10Q: 3 clusters Score -910519 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -910792.625000 Penalty: 898.267212
	Iteration 11Q: 3 clusters Score -910792.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -910915.812500 Penalty: 898.267212
	Iteration 12Q: 3 clusters Score -910915.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -910962.312500 Penalty: 898.267212
	Iteration 13Q: 3 clusters Score -910962.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -910972.375000 Penalty: 898.267212
	Iteration 14Q: 3 clusters Score -910972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -910981.437500 Penalty: 898.267212
	Iteration 15Q: 3 clusters Score -910981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -910986.375000 Penalty: 898.267212
	Iteration 16Q: 3 clusters Score -910986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -910996.437500 Penalty: 898.267212
	Iteration 17Q: 3 clusters Score -910996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -911003.000000 Penalty: 898.267212
	Iteration 18Q: 3 clusters Score -911003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -911010.625000 Penalty: 898.267212
	Iteration 19Q: 3 clusters Score -911010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -911013.375000 Penalty: 898.267212
	Iteration 20F: 3 clusters Score -911013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -911014.187500 Penalty: 898.267212
	Iteration 21Q: 3 clusters Score -911014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -911016.000000 Penalty: 898.267212
	Iteration 22Q: 3 clusters Score -911016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -911017.937500 Penalty: 898.267212
	Iteration 23Q: 3 clusters Score -911017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -911018.312500 Penalty: 898.267212
	Iteration 24Q: 3 clusters Score -911018.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -911018.312500 Penalty: 898.267212
	Iteration 25F: 3 clusters Score -911018.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Entering Unmasked Estep 
Score: -224406.250000 Penalty: 383.925995
	Iteration 0F: 2 clusters Score -224406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -221290.265625 Penalty: 767.851990
	Iteration 0F: 3 clusters Score -221290.3 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -222818.703125 Penalty: 767.851990
	Iteration 1F: 3 clusters Score -222818.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -223261.609375 Penalty: 767.851990
	Iteration 2F: 3 clusters Score -223261.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -223680.390625 Penalty: 767.851990
	Iteration 3F: 3 clusters Score -223680.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -224048.359375 Penalty: 767.851990
	Iteration 4F: 3 clusters Score -224048.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -224275.000000 Penalty: 767.851990
	Iteration 5Q: 3 clusters Score -224275 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -224352.593750 Penalty: 767.851990
	Iteration 6Q: 3 clusters Score -224352.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -224379.734375 Penalty: 767.851990
	Iteration 7Q: 3 clusters Score -224379.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -224392.781250 Penalty: 767.851990
	Iteration 8Q: 3 clusters Score -224392.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -224401.156250 Penalty: 767.851990
	Iteration 9Q: 3 clusters Score -224401.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -224404.343750 Penalty: 767.851990
	Iteration 10Q: 3 clusters Score -224404.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -224406.062500 Penalty: 767.851990
	Iteration 11Q: 3 clusters Score -224406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -224406.687500 Penalty: 767.851990
	Iteration 12Q: 3 clusters Score -224406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -224406.656250 Penalty: 767.851990
	Iteration 13Q: 3 clusters Score -224406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -224406.765625 Penalty: 767.851990
	Iteration 14Q: 3 clusters Score -224406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -224407.125000 Penalty: 767.851990
	Iteration 15Q: 3 clusters Score -224407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -224407.000000 Penalty: 767.851990
	Iteration 16Q: 3 clusters Score -224407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -224407.000000 Penalty: 767.851990
	Iteration 17F: 3 clusters Score -224407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 3920 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 249080 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 980 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8358 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 5843 members 
Mstep: Class 50 contains 223159 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 958 members 
Mstep: Class 53 contains 794 members 
Mstep: Class 54 contains 699 members 
Entering Unmasked Estep 
Score: -90677488.000000 Penalty: 35605.199219
Splitting cluster 35 changes total score from -90674576.000000 to -90677488.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 36 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -44193.503906 Penalty: 300.232147
	Iteration 0F: 2 clusters Score -44193.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43553.347656 Penalty: 600.464294
	Iteration 0F: 3 clusters Score -43553.35 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43785.539062 Penalty: 600.464294
	Iteration 1F: 3 clusters Score -43785.54 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43837.945312 Penalty: 600.464294
	Iteration 2F: 3 clusters Score -43837.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43867.179688 Penalty: 600.464294
	Iteration 3F: 3 clusters Score -43867.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43881.847656 Penalty: 600.464294
	Iteration 4Q: 3 clusters Score -43881.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43887.964844 Penalty: 600.464294
	Iteration 5Q: 3 clusters Score -43887.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43895.183594 Penalty: 600.464294
	Iteration 6Q: 3 clusters Score -43895.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43904.066406 Penalty: 600.464294
	Iteration 7Q: 3 clusters Score -43904.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43909.574219 Penalty: 600.464294
	Iteration 8Q: 3 clusters Score -43909.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43918.132812 Penalty: 600.464294
	Iteration 9Q: 3 clusters Score -43918.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43924.250000 Penalty: 600.464294
	Iteration 10Q: 3 clusters Score -43924.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43929.558594 Penalty: 600.464294
	Iteration 11Q: 3 clusters Score -43929.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43933.636719 Penalty: 600.464294
	Iteration 12Q: 3 clusters Score -43933.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43943.300781 Penalty: 600.464294
	Iteration 13Q: 3 clusters Score -43943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43945.957031 Penalty: 600.464294
	Iteration 14Q: 3 clusters Score -43945.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43949.976562 Penalty: 600.464294
	Iteration 15Q: 3 clusters Score -43949.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43952.742188 Penalty: 600.464294
	Iteration 16Q: 3 clusters Score -43952.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43957.773438 Penalty: 600.464294
	Iteration 17Q: 3 clusters Score -43957.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43958.824219 Penalty: 600.464294
	Iteration 18Q: 3 clusters Score -43958.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43960.613281 Penalty: 600.464294
	Iteration 19Q: 3 clusters Score -43960.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43967.660156 Penalty: 600.464294
	Iteration 20F: 3 clusters Score -43967.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43973.921875 Penalty: 600.464294
	Iteration 21Q: 3 clusters Score -43973.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43980.964844 Penalty: 600.464294
	Iteration 22Q: 3 clusters Score -43980.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43988.195312 Penalty: 600.464294
	Iteration 23Q: 3 clusters Score -43988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43992.046875 Penalty: 600.464294
	Iteration 24Q: 3 clusters Score -43992.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43994.476562 Penalty: 600.464294
	Iteration 25Q: 3 clusters Score -43994.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43996.441406 Penalty: 600.464294
	Iteration 26Q: 3 clusters Score -43996.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43996.882812 Penalty: 600.464294
	Iteration 27Q: 3 clusters Score -43996.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43997.734375 Penalty: 600.464294
	Iteration 28Q: 3 clusters Score -43997.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43997.734375 Penalty: 600.464294
	Iteration 29F: 3 clusters Score -43997.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (249080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249080 members 
Entering Unmasked Estep 
Score: -12385906.000000 Penalty: 565.361572
	Iteration 0F: 2 clusters Score -1.238591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124687 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -12246743.000000 Penalty: 1130.723145
	Iteration 0F: 3 clusters Score -1.224674e+07 nChanged 122713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126822 members 
Mstep: Class 2 contains 122258 members 
Entering Unmasked Estep 
Score: -12324490.000000 Penalty: 1130.723145
	Iteration 1F: 3 clusters Score -1.232449e+07 nChanged 14848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124852 members 
Mstep: Class 2 contains 124228 members 
Entering Unmasked Estep 
Score: -12331857.000000 Penalty: 1130.723145
	Iteration 2F: 3 clusters Score -1.233186e+07 nChanged 18035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122297 members 
Mstep: Class 2 contains 126783 members 
Entering Unmasked Estep 
Score: -12344833.000000 Penalty: 1130.723145
	Iteration 3F: 3 clusters Score -1.234483e+07 nChanged 20827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119946 members 
Mstep: Class 2 contains 129134 members 
Entering Unmasked Estep 
Score: -12364326.000000 Penalty: 1130.723145
	Iteration 4F: 3 clusters Score -1.236433e+07 nChanged 20125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 130601 members 
Entering Unmasked Estep 
Score: -12381263.000000 Penalty: 1130.723145
	Iteration 5F: 3 clusters Score -1.238126e+07 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117716 members 
Mstep: Class 2 contains 131364 members 
Entering Unmasked Estep 
Score: -12389513.000000 Penalty: 1130.723145
	Iteration 6F: 3 clusters Score -1.238951e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 131809 members 
Entering Unmasked Estep 
Score: -12394032.000000 Penalty: 1130.723145
	Iteration 7Q: 3 clusters Score -1.239403e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116800 members 
Mstep: Class 2 contains 132280 members 
Entering Unmasked Estep 
Score: -12398219.000000 Penalty: 1130.723145
	Iteration 8Q: 3 clusters Score -1.239822e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116375 members 
Mstep: Class 2 contains 132705 members 
Entering Unmasked Estep 
Score: -12401851.000000 Penalty: 1130.723145
	Iteration 9Q: 3 clusters Score -1.240185e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 133159 members 
Entering Unmasked Estep 
Score: -12404979.000000 Penalty: 1130.723145
	Iteration 10Q: 3 clusters Score -1.240498e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115220 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -12407047.000000 Penalty: 1130.723145
	Iteration 11Q: 3 clusters Score -1.240705e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114222 members 
Mstep: Class 2 contains 134858 members 
Entering Unmasked Estep 
Score: -12408376.000000 Penalty: 1130.723145
	Iteration 12Q: 3 clusters Score -1.240838e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113081 members 
Mstep: Class 2 contains 135999 members 
Entering Unmasked Estep 
Score: -12409313.000000 Penalty: 1130.723145
	Iteration 13Q: 3 clusters Score -1.240931e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111588 members 
Mstep: Class 2 contains 137492 members 
Entering Unmasked Estep 
Score: -12409881.000000 Penalty: 1130.723145
	Iteration 14Q: 3 clusters Score -1.240988e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110165 members 
Mstep: Class 2 contains 138915 members 
Entering Unmasked Estep 
Score: -12410104.000000 Penalty: 1130.723145
	Iteration 15Q: 3 clusters Score -1.24101e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 140332 members 
Entering Unmasked Estep 
Score: -12410239.000000 Penalty: 1130.723145
	Iteration 16Q: 3 clusters Score -1.241024e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107354 members 
Mstep: Class 2 contains 141726 members 
Entering Unmasked Estep 
Score: -12410327.000000 Penalty: 1130.723145
	Iteration 17Q: 3 clusters Score -1.241033e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 143149 members 
Entering Unmasked Estep 
Score: -12410345.000000 Penalty: 1130.723145
	Iteration 18Q: 3 clusters Score -1.241034e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104523 members 
Mstep: Class 2 contains 144557 members 
Entering Unmasked Estep 
Score: -12410380.000000 Penalty: 1130.723145
	Iteration 19Q: 3 clusters Score -1.241038e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 145786 members 
Entering Unmasked Estep 
Score: -12410352.000000 Penalty: 1130.723145
	Iteration 20F: 3 clusters Score -1.241035e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 147070 members 
Entering Unmasked Estep 
Score: -12410421.000000 Penalty: 1130.723145
	Iteration 21Q: 3 clusters Score -1.241042e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 148400 members 
Entering Unmasked Estep 
Score: -12410456.000000 Penalty: 1130.723145
	Iteration 22Q: 3 clusters Score -1.241046e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 149697 members 
Entering Unmasked Estep 
Score: -12410353.000000 Penalty: 1130.723145
	Iteration 23Q: 3 clusters Score -1.241035e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 150889 members 
Entering Unmasked Estep 
Score: -12410308.000000 Penalty: 1130.723145
	Iteration 24Q: 3 clusters Score -1.241031e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 152121 members 
Entering Unmasked Estep 
Score: -12410220.000000 Penalty: 1130.723145
	Iteration 25Q: 3 clusters Score -1.241022e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 153425 members 
Entering Unmasked Estep 
Score: -12410201.000000 Penalty: 1130.723145
	Iteration 26Q: 3 clusters Score -1.24102e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 154571 members 
Entering Unmasked Estep 
Score: -12410111.000000 Penalty: 1130.723145
	Iteration 27Q: 3 clusters Score -1.241011e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93303 members 
Mstep: Class 2 contains 155777 members 
Entering Unmasked Estep 
Score: -12410004.000000 Penalty: 1130.723145
	Iteration 28Q: 3 clusters Score -1.241e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 156958 members 
Entering Unmasked Estep 
Score: -12409966.000000 Penalty: 1130.723145
	Iteration 29Q: 3 clusters Score -1.240997e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -12409920.000000 Penalty: 1130.723145
	Iteration 30Q: 3 clusters Score -1.240992e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 159275 members 
Entering Unmasked Estep 
Score: -12409843.000000 Penalty: 1130.723145
	Iteration 31Q: 3 clusters Score -1.240984e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 160342 members 
Entering Unmasked Estep 
Score: -12409794.000000 Penalty: 1130.723145
	Iteration 32Q: 3 clusters Score -1.240979e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 161358 members 
Entering Unmasked Estep 
Score: -12409778.000000 Penalty: 1130.723145
	Iteration 33Q: 3 clusters Score -1.240978e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 162231 members 
Entering Unmasked Estep 
Score: -12409739.000000 Penalty: 1130.723145
	Iteration 34Q: 3 clusters Score -1.240974e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 163089 members 
Entering Unmasked Estep 
Score: -12409701.000000 Penalty: 1130.723145
	Iteration 35Q: 3 clusters Score -1.24097e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 163804 members 
Entering Unmasked Estep 
Score: -12409714.000000 Penalty: 1130.723145
	Iteration 36Q: 3 clusters Score -1.240971e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 164463 members 
Entering Unmasked Estep 
Score: -12409663.000000 Penalty: 1130.723145
	Iteration 37Q: 3 clusters Score -1.240966e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 165108 members 
Entering Unmasked Estep 
Score: -12409627.000000 Penalty: 1130.723145
	Iteration 38Q: 3 clusters Score -1.240963e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 165718 members 
Entering Unmasked Estep 
Score: -12409626.000000 Penalty: 1130.723145
	Iteration 39Q: 3 clusters Score -1.240963e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -12409654.000000 Penalty: 1130.723145
	Iteration 40F: 3 clusters Score -1.240965e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 166693 members 
Entering Unmasked Estep 
Score: -12409643.000000 Penalty: 1130.723145
	Iteration 41Q: 3 clusters Score -1.240964e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 166937 members 
Entering Unmasked Estep 
Score: -12409636.000000 Penalty: 1130.723145
	Iteration 42Q: 3 clusters Score -1.240964e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 167171 members 
Entering Unmasked Estep 
Score: -12409664.000000 Penalty: 1130.723145
	Iteration 43Q: 3 clusters Score -1.240966e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81802 members 
Mstep: Class 2 contains 167278 members 
Entering Unmasked Estep 
Score: -12409671.000000 Penalty: 1130.723145
	Iteration 44Q: 3 clusters Score -1.240967e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 167381 members 
Entering Unmasked Estep 
Score: -12409651.000000 Penalty: 1130.723145
	Iteration 45Q: 3 clusters Score -1.240965e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 167520 members 
Entering Unmasked Estep 
Score: -12409653.000000 Penalty: 1130.723145
	Iteration 46Q: 3 clusters Score -1.240965e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 167636 members 
Entering Unmasked Estep 
Score: -12409645.000000 Penalty: 1130.723145
	Iteration 47Q: 3 clusters Score -1.240964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 167652 members 
Entering Unmasked Estep 
Score: -12409660.000000 Penalty: 1130.723145
	Iteration 48Q: 3 clusters Score -1.240966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 167664 members 
Entering Unmasked Estep 
Score: -12409658.000000 Penalty: 1130.723145
	Iteration 49Q: 3 clusters Score -1.240966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 167675 members 
Entering Unmasked Estep 
Score: -12409662.000000 Penalty: 1130.723145
	Iteration 50Q: 3 clusters Score -1.240966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81401 members 
Mstep: Class 2 contains 167679 members 
Entering Unmasked Estep 
Score: -12409671.000000 Penalty: 1130.723145
	Iteration 51Q: 3 clusters Score -1.240967e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 167715 members 
Entering Unmasked Estep 
Score: -12409673.000000 Penalty: 1130.723145
	Iteration 52Q: 3 clusters Score -1.240967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 167720 members 
Entering Unmasked Estep 
Score: -12409672.000000 Penalty: 1130.723145
	Iteration 53Q: 3 clusters Score -1.240967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 167730 members 
Entering Unmasked Estep 
Score: -12409667.000000 Penalty: 1130.723145
	Iteration 54Q: 3 clusters Score -1.240967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 167751 members 
Entering Unmasked Estep 
Score: -12409659.000000 Penalty: 1130.723145
	Iteration 55Q: 3 clusters Score -1.240966e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 167793 members 
Entering Unmasked Estep 
Score: -12409652.000000 Penalty: 1130.723145
	Iteration 56Q: 3 clusters Score -1.240965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 167797 members 
Entering Unmasked Estep 
Score: -12409662.000000 Penalty: 1130.723145
	Iteration 57Q: 3 clusters Score -1.240966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 167801 members 
Entering Unmasked Estep 
Score: -12409672.000000 Penalty: 1130.723145
	Iteration 58Q: 3 clusters Score -1.240967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 167801 members 
Entering Unmasked Estep 
Score: -12409668.000000 Penalty: 1130.723145
	Iteration 59Q: 3 clusters Score -1.240967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 167802 members 
Entering Unmasked Estep 
Score: -12409658.000000 Penalty: 1130.723145
	Iteration 60F: 3 clusters Score -1.240966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 167800 members 
Entering Unmasked Estep 
Score: -12409664.000000 Penalty: 1130.723145
	Iteration 61Q: 3 clusters Score -1.240966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 167793 members 
Entering Unmasked Estep 
Score: -12409657.000000 Penalty: 1130.723145
	Iteration 62Q: 3 clusters Score -1.240966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 167796 members 
Entering Unmasked Estep 
Score: -12409656.000000 Penalty: 1130.723145
	Iteration 63Q: 3 clusters Score -1.240966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 167800 members 
Entering Unmasked Estep 
Score: -12409660.000000 Penalty: 1130.723145
	Iteration 64Q: 3 clusters Score -1.240966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 167802 members 
Entering Unmasked Estep 
Score: -12409660.000000 Penalty: 1130.723145
	Iteration 65Q: 3 clusters Score -1.240966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 167820 members 
Entering Unmasked Estep 
Score: -12409661.000000 Penalty: 1130.723145
	Iteration 66Q: 3 clusters Score -1.240966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 167830 members 
Entering Unmasked Estep 
Score: -12409669.000000 Penalty: 1130.723145
	Iteration 67Q: 3 clusters Score -1.240967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 167825 members 
Entering Unmasked Estep 
Score: -12409675.000000 Penalty: 1130.723145
	Iteration 68Q: 3 clusters Score -1.240968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 167830 members 
Entering Unmasked Estep 
Score: -12409673.000000 Penalty: 1130.723145
	Iteration 69Q: 3 clusters Score -1.240967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 167825 members 
Entering Unmasked Estep 
Score: -12409666.000000 Penalty: 1130.723145
	Iteration 70Q: 3 clusters Score -1.240967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 167825 members 
Entering Unmasked Estep 
Score: -12409666.000000 Penalty: 1130.723145
	Iteration 71Q: 3 clusters Score -1.240967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 167828 members 
Entering Unmasked Estep 
Score: -12409668.000000 Penalty: 1130.723145
	Iteration 72Q: 3 clusters Score -1.240967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 167847 members 
Entering Unmasked Estep 
Score: -12409677.000000 Penalty: 1130.723145
	Iteration 73Q: 3 clusters Score -1.240968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 167846 members 
Entering Unmasked Estep 
Score: -12409665.000000 Penalty: 1130.723145
	Iteration 74Q: 3 clusters Score -1.240966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 167856 members 
Entering Unmasked Estep 
Score: -12409677.000000 Penalty: 1130.723145
	Iteration 75Q: 3 clusters Score -1.240968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 167863 members 
Entering Unmasked Estep 
Score: -12409679.000000 Penalty: 1130.723145
	Iteration 76Q: 3 clusters Score -1.240968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 167867 members 
Entering Unmasked Estep 
Score: -12409683.000000 Penalty: 1130.723145
	Iteration 77Q: 3 clusters Score -1.240968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 167876 members 
Entering Unmasked Estep 
Score: -12409677.000000 Penalty: 1130.723145
	Iteration 78Q: 3 clusters Score -1.240968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 167884 members 
Entering Unmasked Estep 
Score: -12409676.000000 Penalty: 1130.723145
	Iteration 79Q: 3 clusters Score -1.240968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81193 members 
Mstep: Class 2 contains 167887 members 
Entering Unmasked Estep 
Score: -12409678.000000 Penalty: 1130.723145
	Iteration 80F: 3 clusters Score -1.240968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 167890 members 
Entering Unmasked Estep 
Score: -12409677.000000 Penalty: 1130.723145
	Iteration 81Q: 3 clusters Score -1.240968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 167891 members 
Entering Unmasked Estep 
Score: -12409678.000000 Penalty: 1130.723145
	Iteration 82Q: 3 clusters Score -1.240968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 167890 members 
Entering Unmasked Estep 
Score: -12409677.000000 Penalty: 1130.723145
	Iteration 83Q: 3 clusters Score -1.240968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81180 members 
Mstep: Class 2 contains 167900 members 
Entering Unmasked Estep 
Score: -12409679.000000 Penalty: 1130.723145
	Iteration 84Q: 3 clusters Score -1.240968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81185 members 
Mstep: Class 2 contains 167895 members 
Entering Unmasked Estep 
Score: -12409672.000000 Penalty: 1130.723145
	Iteration 85Q: 3 clusters Score -1.240967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 167902 members 
Entering Unmasked Estep 
Score: -12409683.000000 Penalty: 1130.723145
	Iteration 86Q: 3 clusters Score -1.240968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 167899 members 
Entering Unmasked Estep 
Score: -12409676.000000 Penalty: 1130.723145
	Iteration 87Q: 3 clusters Score -1.240968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 167905 members 
Entering Unmasked Estep 
Score: -12409680.000000 Penalty: 1130.723145
	Iteration 88Q: 3 clusters Score -1.240968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 167905 members 
Entering Unmasked Estep 
Score: -12409679.000000 Penalty: 1130.723145
	Iteration 89Q: 3 clusters Score -1.240968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 167906 members 
Entering Unmasked Estep 
Score: -12409675.000000 Penalty: 1130.723145
	Iteration 90Q: 3 clusters Score -1.240968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 167908 members 
Entering Unmasked Estep 
Score: -12409683.000000 Penalty: 1130.723145
	Iteration 91Q: 3 clusters Score -1.240968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 167911 members 
Entering Unmasked Estep 
Score: -12409684.000000 Penalty: 1130.723145
	Iteration 92Q: 3 clusters Score -1.240968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 167915 members 
Entering Unmasked Estep 
Score: -12409676.000000 Penalty: 1130.723145
	Iteration 93Q: 3 clusters Score -1.240968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 167920 members 
Entering Unmasked Estep 
Score: -12409680.000000 Penalty: 1130.723145
	Iteration 94Q: 3 clusters Score -1.240968e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 167946 members 
Entering Unmasked Estep 
Score: -12409697.000000 Penalty: 1130.723145
	Iteration 95Q: 3 clusters Score -1.24097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 167961 members 
Entering Unmasked Estep 
Score: -12409691.000000 Penalty: 1130.723145
	Iteration 96Q: 3 clusters Score -1.240969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 167966 members 
Entering Unmasked Estep 
Score: -12409691.000000 Penalty: 1130.723145
	Iteration 97Q: 3 clusters Score -1.240969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 167966 members 
Entering Unmasked Estep 
Score: -12409691.000000 Penalty: 1130.723145
	Iteration 98F: 3 clusters Score -1.240969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 3920 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 81114 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 980 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8358 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 5843 members 
Mstep: Class 50 contains 223159 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 958 members 
Mstep: Class 53 contains 794 members 
Mstep: Class 54 contains 699 members 
Mstep: Class 55 contains 167966 members 
Entering Unmasked Estep 
Score: -90697424.000000 Penalty: 36264.554688
Splitting cluster 37 changes total score from -90674576.000000 to -90697424.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 38 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -9651.358398 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -9651.358 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 124 members 
Entering Unmasked Estep 
Score: -9353.053711 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -9353.054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9445.428711 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -9445.429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9470.006836 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -9470.007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9477.762695 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -9477.763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9480.443359 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -9480.443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9481.984375 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -9481.984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9482.738281 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -9482.738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9482.738281 Penalty: 500.985168
	Iteration 7F: 3 clusters Score -9482.738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (127503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127503 members 
Entering Unmasked Estep 
Score: -6056879.500000 Penalty: 534.893250
	Iteration 0F: 2 clusters Score -6056880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -5970408.500000 Penalty: 1069.786499
	Iteration 0F: 3 clusters Score -5970408 nChanged 62753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -6011602.500000 Penalty: 1069.786499
	Iteration 1F: 3 clusters Score -6011602 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -6017911.500000 Penalty: 1069.786499
	Iteration 2F: 3 clusters Score -6017912 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -6027702.500000 Penalty: 1069.786499
	Iteration 3F: 3 clusters Score -6027702 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108699 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -6038674.500000 Penalty: 1069.786499
	Iteration 4F: 3 clusters Score -6038674 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117429 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -6047590.000000 Penalty: 1069.786499
	Iteration 5F: 3 clusters Score -6047590 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122547 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -6052373.500000 Penalty: 1069.786499
	Iteration 6Q: 3 clusters Score -6052374 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125117 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6054629.500000 Penalty: 1069.786499
	Iteration 7Q: 3 clusters Score -6054630 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126364 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6055643.500000 Penalty: 1069.786499
	Iteration 8Q: 3 clusters Score -6055644 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126890 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6056005.000000 Penalty: 1069.786499
	Iteration 9Q: 3 clusters Score -6056005 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127129 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6056185.500000 Penalty: 1069.786499
	Iteration 10Q: 3 clusters Score -6056186 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127252 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6056303.500000 Penalty: 1069.786499
	Iteration 11Q: 3 clusters Score -6056304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127315 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6056362.500000 Penalty: 1069.786499
	Iteration 12Q: 3 clusters Score -6056362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127344 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6056386.000000 Penalty: 1069.786499
	Iteration 13Q: 3 clusters Score -6056386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127353 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6056393.000000 Penalty: 1069.786499
	Iteration 14Q: 3 clusters Score -6056393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127358 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6056398.500000 Penalty: 1069.786499
	Iteration 15Q: 3 clusters Score -6056398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6056402.500000 Penalty: 1069.786499
	Iteration 16Q: 3 clusters Score -6056402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6056403.000000 Penalty: 1069.786499
	Iteration 17Q: 3 clusters Score -6056403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127370 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6056408.000000 Penalty: 1069.786499
	Iteration 18Q: 3 clusters Score -6056408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127372 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6056407.500000 Penalty: 1069.786499
	Iteration 19Q: 3 clusters Score -6056408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127373 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6056409.500000 Penalty: 1069.786499
	Iteration 20F: 3 clusters Score -6056410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127375 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6056409.500000 Penalty: 1069.786499
	Iteration 21Q: 3 clusters Score -6056410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127375 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6056409.500000 Penalty: 1069.786499
	Iteration 22F: 3 clusters Score -6056410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -45393.085938 Penalty: 313.383636
	Iteration 0F: 2 clusters Score -45393.09 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 488 members 
Entering Unmasked Estep 
Score: -44633.328125 Penalty: 626.767273
	Iteration 0F: 3 clusters Score -44633.33 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -44981.937500 Penalty: 626.767273
	Iteration 1F: 3 clusters Score -44981.94 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -45128.992188 Penalty: 626.767273
	Iteration 2F: 3 clusters Score -45128.99 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -45234.941406 Penalty: 626.767273
	Iteration 3F: 3 clusters Score -45234.94 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -45423.984375 Penalty: 626.767273
	Iteration 4F: 3 clusters Score -45423.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -45801.183594 Penalty: 626.767273
	Iteration 5F: 3 clusters Score -45801.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -45940.644531 Penalty: 626.767273
	Iteration 6F: 3 clusters Score -45940.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -45996.851562 Penalty: 626.767273
	Iteration 7Q: 3 clusters Score -45996.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -46008.750000 Penalty: 626.767273
	Iteration 8Q: 3 clusters Score -46008.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -46016.175781 Penalty: 626.767273
	Iteration 9Q: 3 clusters Score -46016.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -46032.515625 Penalty: 626.767273
	Iteration 10Q: 3 clusters Score -46032.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -46070.285156 Penalty: 626.767273
	Iteration 11Q: 3 clusters Score -46070.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -46137.207031 Penalty: 626.767273
	Iteration 12Q: 3 clusters Score -46137.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -46269.425781 Penalty: 626.767273
	Iteration 13Q: 3 clusters Score -46269.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -46349.957031 Penalty: 626.767273
	Iteration 14Q: 3 clusters Score -46349.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -46362.699219 Penalty: 626.767273
	Iteration 15Q: 3 clusters Score -46362.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -46365.250000 Penalty: 626.767273
	Iteration 16Q: 3 clusters Score -46365.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -46370.386719 Penalty: 626.767273
	Iteration 17Q: 3 clusters Score -46370.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -46388.296875 Penalty: 626.767273
	Iteration 18Q: 3 clusters Score -46388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -46392.769531 Penalty: 626.767273
	Iteration 19Q: 3 clusters Score -46392.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -46394.089844 Penalty: 626.767273
	Iteration 20F: 3 clusters Score -46394.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 3920 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 81114 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 538 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 8358 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 5843 members 
Mstep: Class 50 contains 223159 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 958 members 
Mstep: Class 53 contains 794 members 
Mstep: Class 54 contains 699 members 
Mstep: Class 55 contains 167966 members 
Mstep: Class 56 contains 442 members 
Entering Unmasked Estep 
Score: -90698528.000000 Penalty: 36923.910156
Splitting cluster 40 changes total score from -90674576.000000 to -90698528.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 41 (97686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97686 members 
Entering Unmasked Estep 
Score: -4845338.000000 Penalty: 522.772888
	Iteration 0F: 2 clusters Score -4845338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -4779201.500000 Penalty: 1045.545776
	Iteration 0F: 3 clusters Score -4779202 nChanged 47888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -4808176.000000 Penalty: 1045.545776
	Iteration 1F: 3 clusters Score -4808176 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -4809358.500000 Penalty: 1045.545776
	Iteration 2Q: 3 clusters Score -4809358 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -4811205.500000 Penalty: 1045.545776
	Iteration 3Q: 3 clusters Score -4811206 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -4814266.000000 Penalty: 1045.545776
	Iteration 4F: 3 clusters Score -4814266 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -4819099.000000 Penalty: 1045.545776
	Iteration 5F: 3 clusters Score -4819099 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -4824191.500000 Penalty: 1045.545776
	Iteration 6F: 3 clusters Score -4824192 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -4826929.500000 Penalty: 1045.545776
	Iteration 7F: 3 clusters Score -4826930 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -4827777.000000 Penalty: 1045.545776
	Iteration 8Q: 3 clusters Score -4827777 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -4828060.500000 Penalty: 1045.545776
	Iteration 9Q: 3 clusters Score -4828060 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -4828220.500000 Penalty: 1045.545776
	Iteration 10Q: 3 clusters Score -4828220 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -4828369.500000 Penalty: 1045.545776
	Iteration 11Q: 3 clusters Score -4828370 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -4828555.500000 Penalty: 1045.545776
	Iteration 12Q: 3 clusters Score -4828556 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -4828779.500000 Penalty: 1045.545776
	Iteration 13Q: 3 clusters Score -4828780 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -4829054.500000 Penalty: 1045.545776
	Iteration 14Q: 3 clusters Score -4829054 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -4829326.000000 Penalty: 1045.545776
	Iteration 15Q: 3 clusters Score -4829326 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4829625.000000 Penalty: 1045.545776
	Iteration 16Q: 3 clusters Score -4829625 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4829962.000000 Penalty: 1045.545776
	Iteration 17Q: 3 clusters Score -4829962 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4830385.500000 Penalty: 1045.545776
	Iteration 18Q: 3 clusters Score -4830386 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -4830783.500000 Penalty: 1045.545776
	Iteration 19Q: 3 clusters Score -4830784 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -4831236.500000 Penalty: 1045.545776
	Iteration 20F: 3 clusters Score -4831236 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -4831774.000000 Penalty: 1045.545776
	Iteration 21Q: 3 clusters Score -4831774 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -4832330.000000 Penalty: 1045.545776
	Iteration 22Q: 3 clusters Score -4832330 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -4832943.000000 Penalty: 1045.545776
	Iteration 23Q: 3 clusters Score -4832943 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -4833607.500000 Penalty: 1045.545776
	Iteration 24Q: 3 clusters Score -4833608 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4834349.000000 Penalty: 1045.545776
	Iteration 25Q: 3 clusters Score -4834349 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -4835063.000000 Penalty: 1045.545776
	Iteration 26Q: 3 clusters Score -4835063 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4835874.000000 Penalty: 1045.545776
	Iteration 27Q: 3 clusters Score -4835874 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4836723.500000 Penalty: 1045.545776
	Iteration 28Q: 3 clusters Score -4836724 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -4837669.500000 Penalty: 1045.545776
	Iteration 29Q: 3 clusters Score -4837670 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -4838633.500000 Penalty: 1045.545776
	Iteration 30Q: 3 clusters Score -4838634 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -4839695.500000 Penalty: 1045.545776
	Iteration 31Q: 3 clusters Score -4839696 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4840701.500000 Penalty: 1045.545776
	Iteration 32Q: 3 clusters Score -4840702 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -4841539.000000 Penalty: 1045.545776
	Iteration 33Q: 3 clusters Score -4841539 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -4842265.000000 Penalty: 1045.545776
	Iteration 34Q: 3 clusters Score -4842265 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94327 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4842896.500000 Penalty: 1045.545776
	Iteration 35Q: 3 clusters Score -4842896 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95123 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4843393.500000 Penalty: 1045.545776
	Iteration 36Q: 3 clusters Score -4843394 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4843826.000000 Penalty: 1045.545776
	Iteration 37Q: 3 clusters Score -4843826 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96259 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4844096.500000 Penalty: 1045.545776
	Iteration 38Q: 3 clusters Score -4844096 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4844378.000000 Penalty: 1045.545776
	Iteration 39Q: 3 clusters Score -4844378 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4844512.500000 Penalty: 1045.545776
	Iteration 40F: 3 clusters Score -4844512 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4844617.000000 Penalty: 1045.545776
	Iteration 41Q: 3 clusters Score -4844617 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4844708.000000 Penalty: 1045.545776
	Iteration 42Q: 3 clusters Score -4844708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4844744.000000 Penalty: 1045.545776
	Iteration 43Q: 3 clusters Score -4844744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4844768.500000 Penalty: 1045.545776
	Iteration 44Q: 3 clusters Score -4844768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4844779.000000 Penalty: 1045.545776
	Iteration 45Q: 3 clusters Score -4844779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97424 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4844788.000000 Penalty: 1045.545776
	Iteration 46Q: 3 clusters Score -4844788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4844804.500000 Penalty: 1045.545776
	Iteration 47Q: 3 clusters Score -4844804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4844822.000000 Penalty: 1045.545776
	Iteration 48Q: 3 clusters Score -4844822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4844840.000000 Penalty: 1045.545776
	Iteration 49Q: 3 clusters Score -4844840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4844856.500000 Penalty: 1045.545776
	Iteration 50Q: 3 clusters Score -4844856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4844862.500000 Penalty: 1045.545776
	Iteration 51Q: 3 clusters Score -4844862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97530 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4844877.500000 Penalty: 1045.545776
	Iteration 52Q: 3 clusters Score -4844878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4844884.500000 Penalty: 1045.545776
	Iteration 53Q: 3 clusters Score -4844884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4844891.500000 Penalty: 1045.545776
	Iteration 54Q: 3 clusters Score -4844892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97551 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4844893.500000 Penalty: 1045.545776
	Iteration 55Q: 3 clusters Score -4844894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4844899.500000 Penalty: 1045.545776
	Iteration 56Q: 3 clusters Score -4844900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -4844905.500000 Penalty: 1045.545776
	Iteration 57Q: 3 clusters Score -4844906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4844910.500000 Penalty: 1045.545776
	Iteration 58Q: 3 clusters Score -4844910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97572 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4844925.000000 Penalty: 1045.545776
	Iteration 59Q: 3 clusters Score -4844925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97572 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4844923.000000 Penalty: 1045.545776
	Iteration 60F: 3 clusters Score -4844923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -1624.967773 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -1624.968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1438.225098 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -1438.225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1504.774170 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -1504.774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1514.128052 Penalty: 410.488220
	Iteration 2Q: 3 clusters Score -1514.128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1518.389404 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -1518.389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1520.167847 Penalty: 410.488220
	Iteration 4Q: 3 clusters Score -1520.168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1523.523315 Penalty: 410.488220
	Iteration 5Q: 3 clusters Score -1523.523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1526.673706 Penalty: 410.488220
	Iteration 6Q: 3 clusters Score -1526.674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1536.206909 Penalty: 410.488220
	Iteration 7Q: 3 clusters Score -1536.207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1536.206909 Penalty: 410.488220
	Iteration 8F: 3 clusters Score -1536.207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Entering Unmasked Estep 
Score: -396081.062500 Penalty: 410.909332
	Iteration 0F: 2 clusters Score -396081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -390599.125000 Penalty: 821.818665
	Iteration 0F: 3 clusters Score -390599.1 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -393522.156250 Penalty: 821.818665
	Iteration 1F: 3 clusters Score -393522.2 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -394298.812500 Penalty: 821.818665
	Iteration 2F: 3 clusters Score -394298.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -395011.343750 Penalty: 821.818665
	Iteration 3F: 3 clusters Score -395011.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -395557.812500 Penalty: 821.818665
	Iteration 4F: 3 clusters Score -395557.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -396059.375000 Penalty: 821.818665
	Iteration 5F: 3 clusters Score -396059.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -396363.500000 Penalty: 821.818665
	Iteration 6Q: 3 clusters Score -396363.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -396602.843750 Penalty: 821.818665
	Iteration 7Q: 3 clusters Score -396602.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -396852.812500 Penalty: 821.818665
	Iteration 8Q: 3 clusters Score -396852.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -396984.281250 Penalty: 821.818665
	Iteration 9Q: 3 clusters Score -396984.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -397052.593750 Penalty: 821.818665
	Iteration 10Q: 3 clusters Score -397052.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -397105.468750 Penalty: 821.818665
	Iteration 11Q: 3 clusters Score -397105.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -397151.687500 Penalty: 821.818665
	Iteration 12Q: 3 clusters Score -397151.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -397182.093750 Penalty: 821.818665
	Iteration 13Q: 3 clusters Score -397182.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -397210.250000 Penalty: 821.818665
	Iteration 14Q: 3 clusters Score -397210.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -397240.000000 Penalty: 821.818665
	Iteration 15Q: 3 clusters Score -397240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -397264.468750 Penalty: 821.818665
	Iteration 16Q: 3 clusters Score -397264.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -397282.031250 Penalty: 821.818665
	Iteration 17Q: 3 clusters Score -397282 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -397299.937500 Penalty: 821.818665
	Iteration 18Q: 3 clusters Score -397299.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -397311.343750 Penalty: 821.818665
	Iteration 19Q: 3 clusters Score -397311.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -397325.062500 Penalty: 821.818665
	Iteration 20F: 3 clusters Score -397325.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -397336.500000 Penalty: 821.818665
	Iteration 21Q: 3 clusters Score -397336.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -397344.093750 Penalty: 821.818665
	Iteration 22Q: 3 clusters Score -397344.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -397350.468750 Penalty: 821.818665
	Iteration 23Q: 3 clusters Score -397350.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -397358.593750 Penalty: 821.818665
	Iteration 24Q: 3 clusters Score -397358.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -397370.093750 Penalty: 821.818665
	Iteration 25Q: 3 clusters Score -397370.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -397380.312500 Penalty: 821.818665
	Iteration 26Q: 3 clusters Score -397380.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -397385.125000 Penalty: 821.818665
	Iteration 27Q: 3 clusters Score -397385.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -397394.875000 Penalty: 821.818665
	Iteration 28Q: 3 clusters Score -397394.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -397400.687500 Penalty: 821.818665
	Iteration 29Q: 3 clusters Score -397400.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -397406.906250 Penalty: 821.818665
	Iteration 30Q: 3 clusters Score -397406.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -397412.468750 Penalty: 821.818665
	Iteration 31Q: 3 clusters Score -397412.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -397414.343750 Penalty: 821.818665
	Iteration 32Q: 3 clusters Score -397414.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -397419.000000 Penalty: 821.818665
	Iteration 33Q: 3 clusters Score -397419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -397424.375000 Penalty: 821.818665
	Iteration 34Q: 3 clusters Score -397424.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -397430.968750 Penalty: 821.818665
	Iteration 35Q: 3 clusters Score -397431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -397433.156250 Penalty: 821.818665
	Iteration 36Q: 3 clusters Score -397433.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -397436.062500 Penalty: 821.818665
	Iteration 37Q: 3 clusters Score -397436.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -397439.562500 Penalty: 821.818665
	Iteration 38Q: 3 clusters Score -397439.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -397441.156250 Penalty: 821.818665
	Iteration 39Q: 3 clusters Score -397441.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -397444.125000 Penalty: 821.818665
	Iteration 40F: 3 clusters Score -397444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -397444.906250 Penalty: 821.818665
	Iteration 41Q: 3 clusters Score -397444.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -397446.656250 Penalty: 821.818665
	Iteration 42Q: 3 clusters Score -397446.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -397446.718750 Penalty: 821.818665
	Iteration 43Q: 3 clusters Score -397446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -397446.437500 Penalty: 821.818665
	Iteration 44Q: 3 clusters Score -397446.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -397446.937500 Penalty: 821.818665
	Iteration 45Q: 3 clusters Score -397446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -397446.750000 Penalty: 821.818665
	Iteration 46Q: 3 clusters Score -397446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -397447.062500 Penalty: 821.818665
	Iteration 47Q: 3 clusters Score -397447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -397447.062500 Penalty: 821.818665
	Iteration 48F: 3 clusters Score -397447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 3920 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 81114 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 538 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 1727 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 161 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 5843 members 
Mstep: Class 50 contains 223159 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 958 members 
Mstep: Class 53 contains 794 members 
Mstep: Class 54 contains 699 members 
Mstep: Class 55 contains 167966 members 
Mstep: Class 56 contains 442 members 
Mstep: Class 57 contains 6631 members 
Entering Unmasked Estep 
Score: -90700456.000000 Penalty: 37583.265625
Splitting cluster 43 changes total score from -90674576.000000 to -90700456.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 44 (207648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207648 members 
Entering Unmasked Estep 
Score: -10303597.000000 Penalty: 557.083801
	Iteration 0F: 2 clusters Score -1.03036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104068 members 
Mstep: Class 2 contains 103580 members 
Entering Unmasked Estep 
Score: -10164434.000000 Penalty: 1114.167603
	Iteration 0F: 3 clusters Score -1.016443e+07 nChanged 102170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -10228316.000000 Penalty: 1114.167603
	Iteration 1F: 3 clusters Score -1.022832e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123085 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -10233032.000000 Penalty: 1114.167603
	Iteration 2Q: 3 clusters Score -1.023303e+07 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131304 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -10240527.000000 Penalty: 1114.167603
	Iteration 3F: 3 clusters Score -1.024053e+07 nChanged 13464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138826 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -10251085.000000 Penalty: 1114.167603
	Iteration 4F: 3 clusters Score -1.025108e+07 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142866 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -10262781.000000 Penalty: 1114.167603
	Iteration 5F: 3 clusters Score -1.026278e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142660 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -10270276.000000 Penalty: 1114.167603
	Iteration 6F: 3 clusters Score -1.027028e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140747 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
Score: -10273148.000000 Penalty: 1114.167603
	Iteration 7Q: 3 clusters Score -1.027315e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138218 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -10275108.000000 Penalty: 1114.167603
	Iteration 8Q: 3 clusters Score -1.027511e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135202 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -10277443.000000 Penalty: 1114.167603
	Iteration 9Q: 3 clusters Score -1.027744e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131857 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -10280078.000000 Penalty: 1114.167603
	Iteration 10Q: 3 clusters Score -1.028008e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128191 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -10283649.000000 Penalty: 1114.167603
	Iteration 11Q: 3 clusters Score -1.028365e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124446 members 
Mstep: Class 2 contains 83202 members 
Entering Unmasked Estep 
Score: -10287536.000000 Penalty: 1114.167603
	Iteration 12Q: 3 clusters Score -1.028754e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120765 members 
Mstep: Class 2 contains 86883 members 
Entering Unmasked Estep 
Score: -10291645.000000 Penalty: 1114.167603
	Iteration 13Q: 3 clusters Score -1.029164e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117509 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -10295433.000000 Penalty: 1114.167603
	Iteration 14Q: 3 clusters Score -1.029543e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 92411 members 
Entering Unmasked Estep 
Score: -10297947.000000 Penalty: 1114.167603
	Iteration 15Q: 3 clusters Score -1.029795e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113722 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -10299252.000000 Penalty: 1114.167603
	Iteration 16Q: 3 clusters Score -1.029925e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112892 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -10299950.000000 Penalty: 1114.167603
	Iteration 17Q: 3 clusters Score -1.029995e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -10300294.000000 Penalty: 1114.167603
	Iteration 18Q: 3 clusters Score -1.030029e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -10300412.000000 Penalty: 1114.167603
	Iteration 19Q: 3 clusters Score -1.030041e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111825 members 
Mstep: Class 2 contains 95823 members 
Entering Unmasked Estep 
Score: -10301763.000000 Penalty: 1114.167603
	Iteration 20F: 3 clusters Score -1.030176e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110856 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -10302414.000000 Penalty: 1114.167603
	Iteration 21Q: 3 clusters Score -1.030241e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -10302723.000000 Penalty: 1114.167603
	Iteration 22Q: 3 clusters Score -1.030272e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -10302862.000000 Penalty: 1114.167603
	Iteration 23Q: 3 clusters Score -1.030286e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108850 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -10302904.000000 Penalty: 1114.167603
	Iteration 24Q: 3 clusters Score -1.03029e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -10302918.000000 Penalty: 1114.167603
	Iteration 25Q: 3 clusters Score -1.030292e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -10302958.000000 Penalty: 1114.167603
	Iteration 26Q: 3 clusters Score -1.030296e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107346 members 
Mstep: Class 2 contains 100302 members 
Entering Unmasked Estep 
Score: -10303023.000000 Penalty: 1114.167603
	Iteration 27Q: 3 clusters Score -1.030302e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106829 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -10303066.000000 Penalty: 1114.167603
	Iteration 28Q: 3 clusters Score -1.030307e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106357 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -10303081.000000 Penalty: 1114.167603
	Iteration 29Q: 3 clusters Score -1.030308e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -10303084.000000 Penalty: 1114.167603
	Iteration 30Q: 3 clusters Score -1.030308e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 102323 members 
Entering Unmasked Estep 
Score: -10303093.000000 Penalty: 1114.167603
	Iteration 31Q: 3 clusters Score -1.030309e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 102984 members 
Entering Unmasked Estep 
Score: -10303087.000000 Penalty: 1114.167603
	Iteration 32Q: 3 clusters Score -1.030309e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 103740 members 
Entering Unmasked Estep 
Score: -10303102.000000 Penalty: 1114.167603
	Iteration 33Q: 3 clusters Score -1.03031e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -10303157.000000 Penalty: 1114.167603
	Iteration 34Q: 3 clusters Score -1.030316e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102355 members 
Mstep: Class 2 contains 105293 members 
Entering Unmasked Estep 
Score: -10303123.000000 Penalty: 1114.167603
	Iteration 35Q: 3 clusters Score -1.030312e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 106059 members 
Entering Unmasked Estep 
Score: -10303111.000000 Penalty: 1114.167603
	Iteration 36Q: 3 clusters Score -1.030311e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100872 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -10303104.000000 Penalty: 1114.167603
	Iteration 37Q: 3 clusters Score -1.03031e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100164 members 
Mstep: Class 2 contains 107484 members 
Entering Unmasked Estep 
Score: -10303180.000000 Penalty: 1114.167603
	Iteration 38Q: 3 clusters Score -1.030318e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -10303218.000000 Penalty: 1114.167603
	Iteration 39Q: 3 clusters Score -1.030322e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98564 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -10303201.000000 Penalty: 1114.167603
	Iteration 40F: 3 clusters Score -1.03032e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 109865 members 
Entering Unmasked Estep 
Score: -10303170.000000 Penalty: 1114.167603
	Iteration 41Q: 3 clusters Score -1.030317e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -10303180.000000 Penalty: 1114.167603
	Iteration 42Q: 3 clusters Score -1.030318e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 111650 members 
Entering Unmasked Estep 
Score: -10303192.000000 Penalty: 1114.167603
	Iteration 43Q: 3 clusters Score -1.030319e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 112627 members 
Entering Unmasked Estep 
Score: -10303152.000000 Penalty: 1114.167603
	Iteration 44Q: 3 clusters Score -1.030315e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -10303140.000000 Penalty: 1114.167603
	Iteration 45Q: 3 clusters Score -1.030314e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 114830 members 
Entering Unmasked Estep 
Score: -10303073.000000 Penalty: 1114.167603
	Iteration 46Q: 3 clusters Score -1.030307e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 116089 members 
Entering Unmasked Estep 
Score: -10303094.000000 Penalty: 1114.167603
	Iteration 47Q: 3 clusters Score -1.030309e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 117488 members 
Entering Unmasked Estep 
Score: -10303105.000000 Penalty: 1114.167603
	Iteration 48Q: 3 clusters Score -1.03031e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -10303091.000000 Penalty: 1114.167603
	Iteration 49Q: 3 clusters Score -1.030309e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 120547 members 
Entering Unmasked Estep 
Score: -10303083.000000 Penalty: 1114.167603
	Iteration 50Q: 3 clusters Score -1.030308e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 122193 members 
Entering Unmasked Estep 
Score: -10303051.000000 Penalty: 1114.167603
	Iteration 51Q: 3 clusters Score -1.030305e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 123897 members 
Entering Unmasked Estep 
Score: -10302991.000000 Penalty: 1114.167603
	Iteration 52Q: 3 clusters Score -1.030299e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 125565 members 
Entering Unmasked Estep 
Score: -10302909.000000 Penalty: 1114.167603
	Iteration 53Q: 3 clusters Score -1.030291e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 127358 members 
Entering Unmasked Estep 
Score: -10302878.000000 Penalty: 1114.167603
	Iteration 54Q: 3 clusters Score -1.030288e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78550 members 
Mstep: Class 2 contains 129098 members 
Entering Unmasked Estep 
Score: -10302887.000000 Penalty: 1114.167603
	Iteration 55Q: 3 clusters Score -1.030289e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 130837 members 
Entering Unmasked Estep 
Score: -10302862.000000 Penalty: 1114.167603
	Iteration 56Q: 3 clusters Score -1.030286e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 132644 members 
Entering Unmasked Estep 
Score: -10302849.000000 Penalty: 1114.167603
	Iteration 57Q: 3 clusters Score -1.030285e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 134372 members 
Entering Unmasked Estep 
Score: -10302820.000000 Penalty: 1114.167603
	Iteration 58Q: 3 clusters Score -1.030282e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 135996 members 
Entering Unmasked Estep 
Score: -10302862.000000 Penalty: 1114.167603
	Iteration 59Q: 3 clusters Score -1.030286e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 137571 members 
Entering Unmasked Estep 
Score: -10302797.000000 Penalty: 1114.167603
	Iteration 60F: 3 clusters Score -1.03028e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 139122 members 
Entering Unmasked Estep 
Score: -10302712.000000 Penalty: 1114.167603
	Iteration 61Q: 3 clusters Score -1.030271e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 140656 members 
Entering Unmasked Estep 
Score: -10302654.000000 Penalty: 1114.167603
	Iteration 62Q: 3 clusters Score -1.030265e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 142160 members 
Entering Unmasked Estep 
Score: -10302613.000000 Penalty: 1114.167603
	Iteration 63Q: 3 clusters Score -1.030261e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 143639 members 
Entering Unmasked Estep 
Score: -10302608.000000 Penalty: 1114.167603
	Iteration 64Q: 3 clusters Score -1.030261e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 145073 members 
Entering Unmasked Estep 
Score: -10302554.000000 Penalty: 1114.167603
	Iteration 65Q: 3 clusters Score -1.030255e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 146488 members 
Entering Unmasked Estep 
Score: -10302559.000000 Penalty: 1114.167603
	Iteration 66Q: 3 clusters Score -1.030256e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 147827 members 
Entering Unmasked Estep 
Score: -10302481.000000 Penalty: 1114.167603
	Iteration 67Q: 3 clusters Score -1.030248e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 149128 members 
Entering Unmasked Estep 
Score: -10302478.000000 Penalty: 1114.167603
	Iteration 68Q: 3 clusters Score -1.030248e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 150431 members 
Entering Unmasked Estep 
Score: -10302337.000000 Penalty: 1114.167603
	Iteration 69Q: 3 clusters Score -1.030234e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 151806 members 
Entering Unmasked Estep 
Score: -10302322.000000 Penalty: 1114.167603
	Iteration 70Q: 3 clusters Score -1.030232e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 153217 members 
Entering Unmasked Estep 
Score: -10302305.000000 Penalty: 1114.167603
	Iteration 71Q: 3 clusters Score -1.03023e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 154736 members 
Entering Unmasked Estep 
Score: -10302266.000000 Penalty: 1114.167603
	Iteration 72Q: 3 clusters Score -1.030227e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 156201 members 
Entering Unmasked Estep 
Score: -10302202.000000 Penalty: 1114.167603
	Iteration 73Q: 3 clusters Score -1.03022e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -10302184.000000 Penalty: 1114.167603
	Iteration 74Q: 3 clusters Score -1.030218e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 159240 members 
Entering Unmasked Estep 
Score: -10302232.000000 Penalty: 1114.167603
	Iteration 75Q: 3 clusters Score -1.030223e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 160776 members 
Entering Unmasked Estep 
Score: -10302129.000000 Penalty: 1114.167603
	Iteration 76Q: 3 clusters Score -1.030213e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 162259 members 
Entering Unmasked Estep 
Score: -10302110.000000 Penalty: 1114.167603
	Iteration 77Q: 3 clusters Score -1.030211e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 163721 members 
Entering Unmasked Estep 
Score: -10302091.000000 Penalty: 1114.167603
	Iteration 78Q: 3 clusters Score -1.030209e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 165184 members 
Entering Unmasked Estep 
Score: -10302034.000000 Penalty: 1114.167603
	Iteration 79Q: 3 clusters Score -1.030203e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 166581 members 
Entering Unmasked Estep 
Score: -10301970.000000 Penalty: 1114.167603
	Iteration 80F: 3 clusters Score -1.030197e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 168010 members 
Entering Unmasked Estep 
Score: -10301916.000000 Penalty: 1114.167603
	Iteration 81Q: 3 clusters Score -1.030192e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 169424 members 
Entering Unmasked Estep 
Score: -10301793.000000 Penalty: 1114.167603
	Iteration 82Q: 3 clusters Score -1.030179e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 170717 members 
Entering Unmasked Estep 
Score: -10301642.000000 Penalty: 1114.167603
	Iteration 83Q: 3 clusters Score -1.030164e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 172212 members 
Entering Unmasked Estep 
Score: -10301584.000000 Penalty: 1114.167603
	Iteration 84Q: 3 clusters Score -1.030158e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 173753 members 
Entering Unmasked Estep 
Score: -10301369.000000 Penalty: 1114.167603
	Iteration 85Q: 3 clusters Score -1.030137e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 175337 members 
Entering Unmasked Estep 
Score: -10301299.000000 Penalty: 1114.167603
	Iteration 86Q: 3 clusters Score -1.03013e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 176918 members 
Entering Unmasked Estep 
Score: -10301094.000000 Penalty: 1114.167603
	Iteration 87Q: 3 clusters Score -1.030109e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 178488 members 
Entering Unmasked Estep 
Score: -10301011.000000 Penalty: 1114.167603
	Iteration 88Q: 3 clusters Score -1.030101e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 180038 members 
Entering Unmasked Estep 
Score: -10300869.000000 Penalty: 1114.167603
	Iteration 89Q: 3 clusters Score -1.030087e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 181539 members 
Entering Unmasked Estep 
Score: -10300719.000000 Penalty: 1114.167603
	Iteration 90Q: 3 clusters Score -1.030072e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 183069 members 
Entering Unmasked Estep 
Score: -10300641.000000 Penalty: 1114.167603
	Iteration 91Q: 3 clusters Score -1.030064e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 184603 members 
Entering Unmasked Estep 
Score: -10300587.000000 Penalty: 1114.167603
	Iteration 92Q: 3 clusters Score -1.030059e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 186081 members 
Entering Unmasked Estep 
Score: -10300429.000000 Penalty: 1114.167603
	Iteration 93Q: 3 clusters Score -1.030043e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 187508 members 
Entering Unmasked Estep 
Score: -10300338.000000 Penalty: 1114.167603
	Iteration 94Q: 3 clusters Score -1.030034e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 188930 members 
Entering Unmasked Estep 
Score: -10300211.000000 Penalty: 1114.167603
	Iteration 95Q: 3 clusters Score -1.030021e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 190275 members 
Entering Unmasked Estep 
Score: -10300017.000000 Penalty: 1114.167603
	Iteration 96Q: 3 clusters Score -1.030002e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 191627 members 
Entering Unmasked Estep 
Score: -10299900.000000 Penalty: 1114.167603
	Iteration 97Q: 3 clusters Score -1.02999e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 192946 members 
Entering Unmasked Estep 
Score: -10299845.000000 Penalty: 1114.167603
	Iteration 98Q: 3 clusters Score -1.029984e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 194270 members 
Entering Unmasked Estep 
Score: -10299850.000000 Penalty: 1114.167603
	Iteration 99Q: 3 clusters Score -1.029985e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 195598 members 
Entering Unmasked Estep 
Score: -10299860.000000 Penalty: 1114.167603
	Iteration 100F: 3 clusters Score -1.029986e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 196891 members 
Entering Unmasked Estep 
Score: -10299710.000000 Penalty: 1114.167603
	Iteration 101Q: 3 clusters Score -1.029971e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 198117 members 
Entering Unmasked Estep 
Score: -10299634.000000 Penalty: 1114.167603
	Iteration 102Q: 3 clusters Score -1.029963e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 199248 members 
Entering Unmasked Estep 
Score: -10299535.000000 Penalty: 1114.167603
	Iteration 103Q: 3 clusters Score -1.029954e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 200360 members 
Entering Unmasked Estep 
Score: -10299322.000000 Penalty: 1114.167603
	Iteration 104Q: 3 clusters Score -1.029932e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 201398 members 
Entering Unmasked Estep 
Score: -10299424.000000 Penalty: 1114.167603
	Iteration 105Q: 3 clusters Score -1.029942e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 202337 members 
Entering Unmasked Estep 
Score: -10300019.000000 Penalty: 1114.167603
	Iteration 106Q: 3 clusters Score -1.030002e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 203173 members 
Entering Unmasked Estep 
Score: -10300607.000000 Penalty: 1114.167603
	Iteration 107Q: 3 clusters Score -1.030061e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 203873 members 
Entering Unmasked Estep 
Score: -10301112.000000 Penalty: 1114.167603
	Iteration 108Q: 3 clusters Score -1.030111e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 204462 members 
Entering Unmasked Estep 
Score: -10301522.000000 Penalty: 1114.167603
	Iteration 109Q: 3 clusters Score -1.030152e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 204934 members 
Entering Unmasked Estep 
Score: -10301790.000000 Penalty: 1114.167603
	Iteration 110Q: 3 clusters Score -1.030179e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 205344 members 
Entering Unmasked Estep 
Score: -10302049.000000 Penalty: 1114.167603
	Iteration 111Q: 3 clusters Score -1.030205e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 205668 members 
Entering Unmasked Estep 
Score: -10302232.000000 Penalty: 1114.167603
	Iteration 112Q: 3 clusters Score -1.030223e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 205939 members 
Entering Unmasked Estep 
Score: -10302364.000000 Penalty: 1114.167603
	Iteration 113Q: 3 clusters Score -1.030236e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 206166 members 
Entering Unmasked Estep 
Score: -10302486.000000 Penalty: 1114.167603
	Iteration 114Q: 3 clusters Score -1.030249e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 206354 members 
Entering Unmasked Estep 
Score: -10302603.000000 Penalty: 1114.167603
	Iteration 115Q: 3 clusters Score -1.03026e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 206521 members 
Entering Unmasked Estep 
Score: -10302690.000000 Penalty: 1114.167603
	Iteration 116Q: 3 clusters Score -1.030269e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 206654 members 
Entering Unmasked Estep 
Score: -10302762.000000 Penalty: 1114.167603
	Iteration 117Q: 3 clusters Score -1.030276e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 206742 members 
Entering Unmasked Estep 
Score: -10302816.000000 Penalty: 1114.167603
	Iteration 118Q: 3 clusters Score -1.030282e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 206813 members 
Entering Unmasked Estep 
Score: -10302868.000000 Penalty: 1114.167603
	Iteration 119Q: 3 clusters Score -1.030287e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 206883 members 
Entering Unmasked Estep 
Score: -10302879.000000 Penalty: 1114.167603
	Iteration 120F: 3 clusters Score -1.030288e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 206955 members 
Entering Unmasked Estep 
Score: -10302923.000000 Penalty: 1114.167603
	Iteration 121Q: 3 clusters Score -1.030292e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 207018 members 
Entering Unmasked Estep 
Score: -10302953.000000 Penalty: 1114.167603
	Iteration 122Q: 3 clusters Score -1.030295e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 207053 members 
Entering Unmasked Estep 
Score: -10302975.000000 Penalty: 1114.167603
	Iteration 123Q: 3 clusters Score -1.030298e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 207089 members 
Entering Unmasked Estep 
Score: -10303006.000000 Penalty: 1114.167603
	Iteration 124Q: 3 clusters Score -1.030301e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 207120 members 
Entering Unmasked Estep 
Score: -10303020.000000 Penalty: 1114.167603
	Iteration 125Q: 3 clusters Score -1.030302e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 207144 members 
Entering Unmasked Estep 
Score: -10303028.000000 Penalty: 1114.167603
	Iteration 126Q: 3 clusters Score -1.030303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 207155 members 
Entering Unmasked Estep 
Score: -10303041.000000 Penalty: 1114.167603
	Iteration 127Q: 3 clusters Score -1.030304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 207164 members 
Entering Unmasked Estep 
Score: -10303042.000000 Penalty: 1114.167603
	Iteration 128Q: 3 clusters Score -1.030304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 207177 members 
Entering Unmasked Estep 
Score: -10303062.000000 Penalty: 1114.167603
	Iteration 129Q: 3 clusters Score -1.030306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 207194 members 
Entering Unmasked Estep 
Score: -10303055.000000 Penalty: 1114.167603
	Iteration 130Q: 3 clusters Score -1.030306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 207206 members 
Entering Unmasked Estep 
Score: -10303061.000000 Penalty: 1114.167603
	Iteration 131Q: 3 clusters Score -1.030306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 207220 members 
Entering Unmasked Estep 
Score: -10303065.000000 Penalty: 1114.167603
	Iteration 132Q: 3 clusters Score -1.030306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 207229 members 
Entering Unmasked Estep 
Score: -10303081.000000 Penalty: 1114.167603
	Iteration 133Q: 3 clusters Score -1.030308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 207239 members 
Entering Unmasked Estep 
Score: -10303082.000000 Penalty: 1114.167603
	Iteration 134Q: 3 clusters Score -1.030308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 207250 members 
Entering Unmasked Estep 
Score: -10303092.000000 Penalty: 1114.167603
	Iteration 135Q: 3 clusters Score -1.030309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 207257 members 
Entering Unmasked Estep 
Score: -10303089.000000 Penalty: 1114.167603
	Iteration 136Q: 3 clusters Score -1.030309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 207262 members 
Entering Unmasked Estep 
Score: -10303087.000000 Penalty: 1114.167603
	Iteration 137Q: 3 clusters Score -1.030309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 207265 members 
Entering Unmasked Estep 
Score: -10303084.000000 Penalty: 1114.167603
	Iteration 138Q: 3 clusters Score -1.030308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 207271 members 
Entering Unmasked Estep 
Score: -10303088.000000 Penalty: 1114.167603
	Iteration 139Q: 3 clusters Score -1.030309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 207279 members 
Entering Unmasked Estep 
Score: -10303085.000000 Penalty: 1114.167603
	Iteration 140F: 3 clusters Score -1.030308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 207281 members 
Entering Unmasked Estep 
Score: -10303084.000000 Penalty: 1114.167603
	Iteration 141Q: 3 clusters Score -1.030308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 207284 members 
Entering Unmasked Estep 
Score: -10303088.000000 Penalty: 1114.167603
	Iteration 142Q: 3 clusters Score -1.030309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 207287 members 
Entering Unmasked Estep 
Score: -10303084.000000 Penalty: 1114.167603
	Iteration 143Q: 3 clusters Score -1.030308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 207291 members 
Entering Unmasked Estep 
Score: -10303086.000000 Penalty: 1114.167603
	Iteration 144Q: 3 clusters Score -1.030309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 207299 members 
Entering Unmasked Estep 
Score: -10303095.000000 Penalty: 1114.167603
	Iteration 145Q: 3 clusters Score -1.03031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 207308 members 
Entering Unmasked Estep 
Score: -10303103.000000 Penalty: 1114.167603
	Iteration 146Q: 3 clusters Score -1.03031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 207319 members 
Entering Unmasked Estep 
Score: -10303105.000000 Penalty: 1114.167603
	Iteration 147Q: 3 clusters Score -1.03031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 207325 members 
Entering Unmasked Estep 
Score: -10303109.000000 Penalty: 1114.167603
	Iteration 148Q: 3 clusters Score -1.030311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 207335 members 
Entering Unmasked Estep 
Score: -10303119.000000 Penalty: 1114.167603
	Iteration 149Q: 3 clusters Score -1.030312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 207341 members 
Entering Unmasked Estep 
Score: -10303120.000000 Penalty: 1114.167603
	Iteration 150Q: 3 clusters Score -1.030312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 207342 members 
Entering Unmasked Estep 
Score: -10303120.000000 Penalty: 1114.167603
	Iteration 151Q: 3 clusters Score -1.030312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 207343 members 
Entering Unmasked Estep 
Score: -10303126.000000 Penalty: 1114.167603
	Iteration 152Q: 3 clusters Score -1.030313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 207343 members 
Entering Unmasked Estep 
Score: -10303126.000000 Penalty: 1114.167603
	Iteration 153F: 3 clusters Score -1.030313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -33014.070312 Penalty: 301.636017
	Iteration 0F: 2 clusters Score -33014.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -32360.683594 Penalty: 603.272034
	Iteration 0F: 3 clusters Score -32360.68 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32553.011719 Penalty: 603.272034
	Iteration 1F: 3 clusters Score -32553.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -32608.333984 Penalty: 603.272034
	Iteration 2F: 3 clusters Score -32608.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -32654.185547 Penalty: 603.272034
	Iteration 3F: 3 clusters Score -32654.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32703.751953 Penalty: 603.272034
	Iteration 4F: 3 clusters Score -32703.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32739.445312 Penalty: 603.272034
	Iteration 5F: 3 clusters Score -32739.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32755.714844 Penalty: 603.272034
	Iteration 6Q: 3 clusters Score -32755.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32783.609375 Penalty: 603.272034
	Iteration 7Q: 3 clusters Score -32783.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32800.695312 Penalty: 603.272034
	Iteration 8Q: 3 clusters Score -32800.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32811.312500 Penalty: 603.272034
	Iteration 9Q: 3 clusters Score -32811.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32817.554688 Penalty: 603.272034
	Iteration 10Q: 3 clusters Score -32817.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32824.796875 Penalty: 603.272034
	Iteration 11Q: 3 clusters Score -32824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32828.089844 Penalty: 603.272034
	Iteration 12Q: 3 clusters Score -32828.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32829.417969 Penalty: 603.272034
	Iteration 13Q: 3 clusters Score -32829.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32831.960938 Penalty: 603.272034
	Iteration 14Q: 3 clusters Score -32831.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32832.574219 Penalty: 603.272034
	Iteration 15Q: 3 clusters Score -32832.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32833.187500 Penalty: 603.272034
	Iteration 16Q: 3 clusters Score -32833.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32835.449219 Penalty: 603.272034
	Iteration 17Q: 3 clusters Score -32835.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32839.593750 Penalty: 603.272034
	Iteration 18Q: 3 clusters Score -32839.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32841.601562 Penalty: 603.272034
	Iteration 19Q: 3 clusters Score -32841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32843.617188 Penalty: 603.272034
	Iteration 20F: 3 clusters Score -32843.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32847.636719 Penalty: 603.272034
	Iteration 21Q: 3 clusters Score -32847.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32850.816406 Penalty: 603.272034
	Iteration 22Q: 3 clusters Score -32850.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32851.761719 Penalty: 603.272034
	Iteration 23Q: 3 clusters Score -32851.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32853.863281 Penalty: 603.272034
	Iteration 24Q: 3 clusters Score -32853.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32854.867188 Penalty: 603.272034
	Iteration 25Q: 3 clusters Score -32854.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32854.867188 Penalty: 603.272034
	Iteration 26F: 3 clusters Score -32854.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -7199.555664 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -7199.556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7008.430664 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -7008.431 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7211.315430 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -7211.315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7283.251953 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -7283.252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7317.116211 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -7317.116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7340.920410 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -7340.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7347.951660 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -7347.952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7353.612793 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -7353.613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7353.612793 Penalty: 462.407776
	Iteration 7F: 3 clusters Score -7353.613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 3920 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 81114 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 538 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 1727 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 74 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 5843 members 
Mstep: Class 50 contains 223159 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 958 members 
Mstep: Class 53 contains 794 members 
Mstep: Class 54 contains 699 members 
Mstep: Class 55 contains 167966 members 
Mstep: Class 56 contains 442 members 
Mstep: Class 57 contains 6631 members 
Mstep: Class 58 contains 87 members 
Entering Unmasked Estep 
Score: -90700072.000000 Penalty: 38242.621094
Splitting cluster 46 changes total score from -90674576.000000 to -90700072.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 47 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -9363.601562 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -9363.602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9039.225586 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -9039.226 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9153.011719 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -9153.012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9181.380859 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -9181.381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9207.312500 Penalty: 519.949707
	Iteration 3F: 3 clusters Score -9207.312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9226.360352 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -9226.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9239.733398 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -9239.733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9246.953125 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -9246.953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9249.204102 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -9249.204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9249.474609 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -9249.475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9250.094727 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -9250.095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9250.094727 Penalty: 519.949707
	Iteration 10F: 3 clusters Score -9250.095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -156401.000000 Penalty: 365.354004
	Iteration 0F: 2 clusters Score -156401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -154237.281250 Penalty: 730.708008
	Iteration 0F: 3 clusters Score -154237.3 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -154990.531250 Penalty: 730.708008
	Iteration 1F: 3 clusters Score -154990.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -155086.609375 Penalty: 730.708008
	Iteration 2F: 3 clusters Score -155086.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -155156.218750 Penalty: 730.708008
	Iteration 3F: 3 clusters Score -155156.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -155219.890625 Penalty: 730.708008
	Iteration 4Q: 3 clusters Score -155219.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -155281.015625 Penalty: 730.708008
	Iteration 5Q: 3 clusters Score -155281 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -155355.328125 Penalty: 730.708008
	Iteration 6Q: 3 clusters Score -155355.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -155459.468750 Penalty: 730.708008
	Iteration 7F: 3 clusters Score -155459.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -155588.234375 Penalty: 730.708008
	Iteration 8F: 3 clusters Score -155588.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -155747.593750 Penalty: 730.708008
	Iteration 9F: 3 clusters Score -155747.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -155903.546875 Penalty: 730.708008
	Iteration 10Q: 3 clusters Score -155903.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -155993.531250 Penalty: 730.708008
	Iteration 11Q: 3 clusters Score -155993.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -156051.437500 Penalty: 730.708008
	Iteration 12Q: 3 clusters Score -156051.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -156072.421875 Penalty: 730.708008
	Iteration 13Q: 3 clusters Score -156072.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -156086.796875 Penalty: 730.708008
	Iteration 14Q: 3 clusters Score -156086.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -156094.875000 Penalty: 730.708008
	Iteration 15Q: 3 clusters Score -156094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -156099.750000 Penalty: 730.708008
	Iteration 16Q: 3 clusters Score -156099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -156104.031250 Penalty: 730.708008
	Iteration 17Q: 3 clusters Score -156104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -156105.265625 Penalty: 730.708008
	Iteration 18Q: 3 clusters Score -156105.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -156105.265625 Penalty: 730.708008
	Iteration 19F: 3 clusters Score -156105.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (5843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Entering Unmasked Estep 
Score: -294194.750000 Penalty: 394.621460
	Iteration 0F: 2 clusters Score -294194.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -290208.812500 Penalty: 789.242920
	Iteration 0F: 3 clusters Score -290208.8 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -292039.406250 Penalty: 789.242920
	Iteration 1F: 3 clusters Score -292039.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -292493.937500 Penalty: 789.242920
	Iteration 2F: 3 clusters Score -292493.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -293014.687500 Penalty: 789.242920
	Iteration 3F: 3 clusters Score -293014.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -293379.968750 Penalty: 789.242920
	Iteration 4F: 3 clusters Score -293380 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -293633.687500 Penalty: 789.242920
	Iteration 5F: 3 clusters Score -293633.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -293813.156250 Penalty: 789.242920
	Iteration 6Q: 3 clusters Score -293813.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -293922.406250 Penalty: 789.242920
	Iteration 7Q: 3 clusters Score -293922.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -293982.937500 Penalty: 789.242920
	Iteration 8Q: 3 clusters Score -293982.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -294039.562500 Penalty: 789.242920
	Iteration 9Q: 3 clusters Score -294039.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -294091.125000 Penalty: 789.242920
	Iteration 10Q: 3 clusters Score -294091.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -294141.687500 Penalty: 789.242920
	Iteration 11Q: 3 clusters Score -294141.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -294185.406250 Penalty: 789.242920
	Iteration 12Q: 3 clusters Score -294185.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -294221.968750 Penalty: 789.242920
	Iteration 13Q: 3 clusters Score -294222 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -294253.937500 Penalty: 789.242920
	Iteration 14Q: 3 clusters Score -294253.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -294273.468750 Penalty: 789.242920
	Iteration 15Q: 3 clusters Score -294273.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -294289.437500 Penalty: 789.242920
	Iteration 16Q: 3 clusters Score -294289.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -294302.250000 Penalty: 789.242920
	Iteration 17Q: 3 clusters Score -294302.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -294319.093750 Penalty: 789.242920
	Iteration 18Q: 3 clusters Score -294319.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -294339.593750 Penalty: 789.242920
	Iteration 19Q: 3 clusters Score -294339.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -294358.000000 Penalty: 789.242920
	Iteration 20F: 3 clusters Score -294358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -294371.593750 Penalty: 789.242920
	Iteration 21Q: 3 clusters Score -294371.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -294381.656250 Penalty: 789.242920
	Iteration 22Q: 3 clusters Score -294381.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -294388.343750 Penalty: 789.242920
	Iteration 23Q: 3 clusters Score -294388.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -294390.468750 Penalty: 789.242920
	Iteration 24Q: 3 clusters Score -294390.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -294392.968750 Penalty: 789.242920
	Iteration 25Q: 3 clusters Score -294393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -294397.000000 Penalty: 789.242920
	Iteration 26Q: 3 clusters Score -294397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -294399.593750 Penalty: 789.242920
	Iteration 27Q: 3 clusters Score -294399.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -294402.500000 Penalty: 789.242920
	Iteration 28Q: 3 clusters Score -294402.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -294405.531250 Penalty: 789.242920
	Iteration 29Q: 3 clusters Score -294405.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -294407.906250 Penalty: 789.242920
	Iteration 30Q: 3 clusters Score -294407.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -294408.968750 Penalty: 789.242920
	Iteration 31Q: 3 clusters Score -294409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -294411.250000 Penalty: 789.242920
	Iteration 32Q: 3 clusters Score -294411.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -294411.906250 Penalty: 789.242920
	Iteration 33Q: 3 clusters Score -294411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -294411.593750 Penalty: 789.242920
	Iteration 34Q: 3 clusters Score -294411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -294412.750000 Penalty: 789.242920
	Iteration 35Q: 3 clusters Score -294412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -294413.406250 Penalty: 789.242920
	Iteration 36Q: 3 clusters Score -294413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -294414.593750 Penalty: 789.242920
	Iteration 37Q: 3 clusters Score -294414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -294414.031250 Penalty: 789.242920
	Iteration 38Q: 3 clusters Score -294414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -294414.156250 Penalty: 789.242920
	Iteration 39Q: 3 clusters Score -294414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -294414.406250 Penalty: 789.242920
	Iteration 40F: 3 clusters Score -294414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -294414.281250 Penalty: 789.242920
	Iteration 41Q: 3 clusters Score -294414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -294414.875000 Penalty: 789.242920
	Iteration 42Q: 3 clusters Score -294414.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -294415.562500 Penalty: 789.242920
	Iteration 43Q: 3 clusters Score -294415.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -294416.843750 Penalty: 789.242920
	Iteration 44Q: 3 clusters Score -294416.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -294416.937500 Penalty: 789.242920
	Iteration 45Q: 3 clusters Score -294416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -294417.156250 Penalty: 789.242920
	Iteration 46Q: 3 clusters Score -294417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -294417.406250 Penalty: 789.242920
	Iteration 47Q: 3 clusters Score -294417.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -294418.406250 Penalty: 789.242920
	Iteration 48Q: 3 clusters Score -294418.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -294419.375000 Penalty: 789.242920
	Iteration 49Q: 3 clusters Score -294419.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -294419.500000 Penalty: 789.242920
	Iteration 50Q: 3 clusters Score -294419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -294420.500000 Penalty: 789.242920
	Iteration 51Q: 3 clusters Score -294420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -294421.093750 Penalty: 789.242920
	Iteration 52Q: 3 clusters Score -294421.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -294421.875000 Penalty: 789.242920
	Iteration 53Q: 3 clusters Score -294421.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -294425.218750 Penalty: 789.242920
	Iteration 54Q: 3 clusters Score -294425.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -294427.312500 Penalty: 789.242920
	Iteration 55Q: 3 clusters Score -294427.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -294429.218750 Penalty: 789.242920
	Iteration 56Q: 3 clusters Score -294429.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -294432.281250 Penalty: 789.242920
	Iteration 57Q: 3 clusters Score -294432.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -294435.937500 Penalty: 789.242920
	Iteration 58Q: 3 clusters Score -294435.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -294439.656250 Penalty: 789.242920
	Iteration 59Q: 3 clusters Score -294439.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -294441.906250 Penalty: 789.242920
	Iteration 60F: 3 clusters Score -294441.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -294443.875000 Penalty: 789.242920
	Iteration 61Q: 3 clusters Score -294443.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -294444.375000 Penalty: 789.242920
	Iteration 62Q: 3 clusters Score -294444.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -294444.906250 Penalty: 789.242920
	Iteration 63Q: 3 clusters Score -294444.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -294445.875000 Penalty: 789.242920
	Iteration 64Q: 3 clusters Score -294445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -294446.656250 Penalty: 789.242920
	Iteration 65Q: 3 clusters Score -294446.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -294446.375000 Penalty: 789.242920
	Iteration 66Q: 3 clusters Score -294446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -294447.218750 Penalty: 789.242920
	Iteration 67Q: 3 clusters Score -294447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -294447.500000 Penalty: 789.242920
	Iteration 68Q: 3 clusters Score -294447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -294447.875000 Penalty: 789.242920
	Iteration 69Q: 3 clusters Score -294447.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -294449.000000 Penalty: 789.242920
	Iteration 70Q: 3 clusters Score -294449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -294450.406250 Penalty: 789.242920
	Iteration 71Q: 3 clusters Score -294450.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -294452.187500 Penalty: 789.242920
	Iteration 72Q: 3 clusters Score -294452.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -294453.750000 Penalty: 789.242920
	Iteration 73Q: 3 clusters Score -294453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -294454.312500 Penalty: 789.242920
	Iteration 74Q: 3 clusters Score -294454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -294455.687500 Penalty: 789.242920
	Iteration 75Q: 3 clusters Score -294455.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -294456.843750 Penalty: 789.242920
	Iteration 76Q: 3 clusters Score -294456.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -294458.781250 Penalty: 789.242920
	Iteration 77Q: 3 clusters Score -294458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -294461.218750 Penalty: 789.242920
	Iteration 78Q: 3 clusters Score -294461.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -294464.312500 Penalty: 789.242920
	Iteration 79Q: 3 clusters Score -294464.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -294468.687500 Penalty: 789.242920
	Iteration 80F: 3 clusters Score -294468.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -294476.562500 Penalty: 789.242920
	Iteration 81Q: 3 clusters Score -294476.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -294482.156250 Penalty: 789.242920
	Iteration 82Q: 3 clusters Score -294482.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -294486.375000 Penalty: 789.242920
	Iteration 83Q: 3 clusters Score -294486.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -294492.250000 Penalty: 789.242920
	Iteration 84Q: 3 clusters Score -294492.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -294502.531250 Penalty: 789.242920
	Iteration 85Q: 3 clusters Score -294502.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -294510.500000 Penalty: 789.242920
	Iteration 86Q: 3 clusters Score -294510.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -294519.406250 Penalty: 789.242920
	Iteration 87Q: 3 clusters Score -294519.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -294533.656250 Penalty: 789.242920
	Iteration 88Q: 3 clusters Score -294533.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -294566.531250 Penalty: 789.242920
	Iteration 89Q: 3 clusters Score -294566.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -294634.625000 Penalty: 789.242920
	Iteration 90Q: 3 clusters Score -294634.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -294738.656250 Penalty: 789.242920
	Iteration 91Q: 3 clusters Score -294738.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -294865.343750 Penalty: 789.242920
	Iteration 92Q: 3 clusters Score -294865.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -294920.625000 Penalty: 789.242920
	Iteration 93Q: 3 clusters Score -294920.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -294955.406250 Penalty: 789.242920
	Iteration 94Q: 3 clusters Score -294955.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -294964.593750 Penalty: 789.242920
	Iteration 95Q: 3 clusters Score -294964.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -294972.593750 Penalty: 789.242920
	Iteration 96Q: 3 clusters Score -294972.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -294975.437500 Penalty: 789.242920
	Iteration 97Q: 3 clusters Score -294975.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -294977.375000 Penalty: 789.242920
	Iteration 98Q: 3 clusters Score -294977.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -294979.250000 Penalty: 789.242920
	Iteration 99Q: 3 clusters Score -294979.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -295026.250000 Penalty: 789.242920
	Iteration 100F: 3 clusters Score -295026.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -295039.687500 Penalty: 789.242920
	Iteration 101Q: 3 clusters Score -295039.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -295048.031250 Penalty: 789.242920
	Iteration 102Q: 3 clusters Score -295048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -295051.281250 Penalty: 789.242920
	Iteration 103Q: 3 clusters Score -295051.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -295052.968750 Penalty: 789.242920
	Iteration 104Q: 3 clusters Score -295053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -295053.531250 Penalty: 789.242920
	Iteration 105Q: 3 clusters Score -295053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -295054.562500 Penalty: 789.242920
	Iteration 106Q: 3 clusters Score -295054.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -295055.187500 Penalty: 789.242920
	Iteration 107Q: 3 clusters Score -295055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -295055.156250 Penalty: 789.242920
	Iteration 108Q: 3 clusters Score -295055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -295055.593750 Penalty: 789.242920
	Iteration 109Q: 3 clusters Score -295055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -295056.468750 Penalty: 789.242920
	Iteration 110Q: 3 clusters Score -295056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -295058.000000 Penalty: 789.242920
	Iteration 111Q: 3 clusters Score -295058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -295058.000000 Penalty: 789.242920
	Iteration 112F: 3 clusters Score -295058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 3920 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 81114 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 538 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 1727 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 74 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 959 members 
Mstep: Class 50 contains 223159 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 958 members 
Mstep: Class 53 contains 794 members 
Mstep: Class 54 contains 699 members 
Mstep: Class 55 contains 167966 members 
Mstep: Class 56 contains 442 members 
Mstep: Class 57 contains 6631 members 
Mstep: Class 58 contains 87 members 
Mstep: Class 59 contains 4884 members 
Entering Unmasked Estep 
Score: -90700272.000000 Penalty: 38901.976562
Splitting cluster 49 changes total score from -90674576.000000 to -90700272.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 50 (223159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223159 members 
Entering Unmasked Estep 
Score: -11117387.000000 Penalty: 560.361572
	Iteration 0F: 2 clusters Score -1.111739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111555 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -10986543.000000 Penalty: 1120.723145
	Iteration 0F: 3 clusters Score -1.098654e+07 nChanged 109863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -11053201.000000 Penalty: 1120.723145
	Iteration 1F: 3 clusters Score -1.10532e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 120120 members 
Entering Unmasked Estep 
Score: -11055637.000000 Penalty: 1120.723145
	Iteration 2Q: 3 clusters Score -1.105564e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -11059765.000000 Penalty: 1120.723145
	Iteration 3Q: 3 clusters Score -1.105976e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87851 members 
Mstep: Class 2 contains 135308 members 
Entering Unmasked Estep 
Score: -11066609.000000 Penalty: 1120.723145
	Iteration 4F: 3 clusters Score -1.106661e+07 nChanged 13936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 146642 members 
Entering Unmasked Estep 
Score: -11076369.000000 Penalty: 1120.723145
	Iteration 5F: 3 clusters Score -1.107637e+07 nChanged 14717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 159229 members 
Entering Unmasked Estep 
Score: -11088954.000000 Penalty: 1120.723145
	Iteration 6F: 3 clusters Score -1.108895e+07 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 171015 members 
Entering Unmasked Estep 
Score: -11102235.000000 Penalty: 1120.723145
	Iteration 7F: 3 clusters Score -1.110224e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 178793 members 
Entering Unmasked Estep 
Score: -11108928.000000 Penalty: 1120.723145
	Iteration 8Q: 3 clusters Score -1.110893e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 183948 members 
Entering Unmasked Estep 
Score: -11111154.000000 Penalty: 1120.723145
	Iteration 9Q: 3 clusters Score -1.111115e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 187868 members 
Entering Unmasked Estep 
Score: -11111509.000000 Penalty: 1120.723145
	Iteration 10Q: 3 clusters Score -1.111151e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 191153 members 
Entering Unmasked Estep 
Score: -11111136.000000 Penalty: 1120.723145
	Iteration 11Q: 3 clusters Score -1.111114e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 193956 members 
Entering Unmasked Estep 
Score: -11110802.000000 Penalty: 1120.723145
	Iteration 12Q: 3 clusters Score -1.11108e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 196387 members 
Entering Unmasked Estep 
Score: -11110478.000000 Penalty: 1120.723145
	Iteration 13Q: 3 clusters Score -1.111048e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 198463 members 
Entering Unmasked Estep 
Score: -11110075.000000 Penalty: 1120.723145
	Iteration 14Q: 3 clusters Score -1.111008e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 200295 members 
Entering Unmasked Estep 
Score: -11109549.000000 Penalty: 1120.723145
	Iteration 15Q: 3 clusters Score -1.110955e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 201884 members 
Entering Unmasked Estep 
Score: -11109564.000000 Penalty: 1120.723145
	Iteration 16Q: 3 clusters Score -1.110956e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 203335 members 
Entering Unmasked Estep 
Score: -11109963.000000 Penalty: 1120.723145
	Iteration 17Q: 3 clusters Score -1.110996e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 204704 members 
Entering Unmasked Estep 
Score: -11110487.000000 Penalty: 1120.723145
	Iteration 18Q: 3 clusters Score -1.111049e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 205980 members 
Entering Unmasked Estep 
Score: -11111193.000000 Penalty: 1120.723145
	Iteration 19Q: 3 clusters Score -1.111119e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 207239 members 
Entering Unmasked Estep 
Score: -11111745.000000 Penalty: 1120.723145
	Iteration 20F: 3 clusters Score -1.111174e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 208465 members 
Entering Unmasked Estep 
Score: -11112360.000000 Penalty: 1120.723145
	Iteration 21Q: 3 clusters Score -1.111236e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 209683 members 
Entering Unmasked Estep 
Score: -11112939.000000 Penalty: 1120.723145
	Iteration 22Q: 3 clusters Score -1.111294e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 210884 members 
Entering Unmasked Estep 
Score: -11113341.000000 Penalty: 1120.723145
	Iteration 23Q: 3 clusters Score -1.111334e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 211986 members 
Entering Unmasked Estep 
Score: -11113789.000000 Penalty: 1120.723145
	Iteration 24Q: 3 clusters Score -1.111379e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 213053 members 
Entering Unmasked Estep 
Score: -11114274.000000 Penalty: 1120.723145
	Iteration 25Q: 3 clusters Score -1.111427e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 213973 members 
Entering Unmasked Estep 
Score: -11114756.000000 Penalty: 1120.723145
	Iteration 26Q: 3 clusters Score -1.111476e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 214848 members 
Entering Unmasked Estep 
Score: -11115131.000000 Penalty: 1120.723145
	Iteration 27Q: 3 clusters Score -1.111513e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 215613 members 
Entering Unmasked Estep 
Score: -11115381.000000 Penalty: 1120.723145
	Iteration 28Q: 3 clusters Score -1.111538e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 216334 members 
Entering Unmasked Estep 
Score: -11115554.000000 Penalty: 1120.723145
	Iteration 29Q: 3 clusters Score -1.111555e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 216957 members 
Entering Unmasked Estep 
Score: -11115824.000000 Penalty: 1120.723145
	Iteration 30Q: 3 clusters Score -1.111582e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 217518 members 
Entering Unmasked Estep 
Score: -11115978.000000 Penalty: 1120.723145
	Iteration 31Q: 3 clusters Score -1.111598e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 218006 members 
Entering Unmasked Estep 
Score: -11116014.000000 Penalty: 1120.723145
	Iteration 32Q: 3 clusters Score -1.111601e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 218463 members 
Entering Unmasked Estep 
Score: -11116194.000000 Penalty: 1120.723145
	Iteration 33Q: 3 clusters Score -1.111619e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 218875 members 
Entering Unmasked Estep 
Score: -11116393.000000 Penalty: 1120.723145
	Iteration 34Q: 3 clusters Score -1.111639e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 219248 members 
Entering Unmasked Estep 
Score: -11116522.000000 Penalty: 1120.723145
	Iteration 35Q: 3 clusters Score -1.111652e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 219581 members 
Entering Unmasked Estep 
Score: -11116649.000000 Penalty: 1120.723145
	Iteration 36Q: 3 clusters Score -1.111665e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 219883 members 
Entering Unmasked Estep 
Score: -11116753.000000 Penalty: 1120.723145
	Iteration 37Q: 3 clusters Score -1.111675e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 220130 members 
Entering Unmasked Estep 
Score: -11116769.000000 Penalty: 1120.723145
	Iteration 38Q: 3 clusters Score -1.111677e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 220339 members 
Entering Unmasked Estep 
Score: -11116850.000000 Penalty: 1120.723145
	Iteration 39Q: 3 clusters Score -1.111685e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 220538 members 
Entering Unmasked Estep 
Score: -11116918.000000 Penalty: 1120.723145
	Iteration 40F: 3 clusters Score -1.111692e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 220687 members 
Entering Unmasked Estep 
Score: -11116949.000000 Penalty: 1120.723145
	Iteration 41Q: 3 clusters Score -1.111695e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 220793 members 
Entering Unmasked Estep 
Score: -11117021.000000 Penalty: 1120.723145
	Iteration 42Q: 3 clusters Score -1.111702e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 220883 members 
Entering Unmasked Estep 
Score: -11117094.000000 Penalty: 1120.723145
	Iteration 43Q: 3 clusters Score -1.111709e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 220989 members 
Entering Unmasked Estep 
Score: -11117160.000000 Penalty: 1120.723145
	Iteration 44Q: 3 clusters Score -1.111716e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 221076 members 
Entering Unmasked Estep 
Score: -11117189.000000 Penalty: 1120.723145
	Iteration 45Q: 3 clusters Score -1.111719e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 221148 members 
Entering Unmasked Estep 
Score: -11117251.000000 Penalty: 1120.723145
	Iteration 46Q: 3 clusters Score -1.111725e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 221194 members 
Entering Unmasked Estep 
Score: -11117281.000000 Penalty: 1120.723145
	Iteration 47Q: 3 clusters Score -1.111728e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 221201 members 
Entering Unmasked Estep 
Score: -11117323.000000 Penalty: 1120.723145
	Iteration 48Q: 3 clusters Score -1.111732e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 221203 members 
Entering Unmasked Estep 
Score: -11117351.000000 Penalty: 1120.723145
	Iteration 49Q: 3 clusters Score -1.111735e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 221181 members 
Entering Unmasked Estep 
Score: -11117391.000000 Penalty: 1120.723145
	Iteration 50Q: 3 clusters Score -1.111739e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 221141 members 
Entering Unmasked Estep 
Score: -11117446.000000 Penalty: 1120.723145
	Iteration 51Q: 3 clusters Score -1.111745e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 221083 members 
Entering Unmasked Estep 
Score: -11117490.000000 Penalty: 1120.723145
	Iteration 52Q: 3 clusters Score -1.111749e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 221035 members 
Entering Unmasked Estep 
Score: -11117543.000000 Penalty: 1120.723145
	Iteration 53Q: 3 clusters Score -1.111754e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 220975 members 
Entering Unmasked Estep 
Score: -11117549.000000 Penalty: 1120.723145
	Iteration 54Q: 3 clusters Score -1.111755e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 220926 members 
Entering Unmasked Estep 
Score: -11117588.000000 Penalty: 1120.723145
	Iteration 55Q: 3 clusters Score -1.111759e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 220874 members 
Entering Unmasked Estep 
Score: -11117604.000000 Penalty: 1120.723145
	Iteration 56Q: 3 clusters Score -1.11176e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 220814 members 
Entering Unmasked Estep 
Score: -11117656.000000 Penalty: 1120.723145
	Iteration 57Q: 3 clusters Score -1.111766e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 220767 members 
Entering Unmasked Estep 
Score: -11117649.000000 Penalty: 1120.723145
	Iteration 58Q: 3 clusters Score -1.111765e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 220700 members 
Entering Unmasked Estep 
Score: -11117663.000000 Penalty: 1120.723145
	Iteration 59Q: 3 clusters Score -1.111766e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 220631 members 
Entering Unmasked Estep 
Score: -11117744.000000 Penalty: 1120.723145
	Iteration 60F: 3 clusters Score -1.111774e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 220449 members 
Entering Unmasked Estep 
Score: -11117831.000000 Penalty: 1120.723145
	Iteration 61Q: 3 clusters Score -1.111783e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 220235 members 
Entering Unmasked Estep 
Score: -11117965.000000 Penalty: 1120.723145
	Iteration 62Q: 3 clusters Score -1.111796e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 220029 members 
Entering Unmasked Estep 
Score: -11118058.000000 Penalty: 1120.723145
	Iteration 63Q: 3 clusters Score -1.111806e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 219787 members 
Entering Unmasked Estep 
Score: -11118188.000000 Penalty: 1120.723145
	Iteration 64Q: 3 clusters Score -1.111819e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 219520 members 
Entering Unmasked Estep 
Score: -11118283.000000 Penalty: 1120.723145
	Iteration 65Q: 3 clusters Score -1.111828e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 219266 members 
Entering Unmasked Estep 
Score: -11118363.000000 Penalty: 1120.723145
	Iteration 66Q: 3 clusters Score -1.111836e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 219014 members 
Entering Unmasked Estep 
Score: -11118508.000000 Penalty: 1120.723145
	Iteration 67Q: 3 clusters Score -1.111851e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 218757 members 
Entering Unmasked Estep 
Score: -11118592.000000 Penalty: 1120.723145
	Iteration 68Q: 3 clusters Score -1.111859e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 218504 members 
Entering Unmasked Estep 
Score: -11118629.000000 Penalty: 1120.723145
	Iteration 69Q: 3 clusters Score -1.111863e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 218339 members 
Entering Unmasked Estep 
Score: -11118654.000000 Penalty: 1120.723145
	Iteration 70Q: 3 clusters Score -1.111865e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 218213 members 
Entering Unmasked Estep 
Score: -11118648.000000 Penalty: 1120.723145
	Iteration 71Q: 3 clusters Score -1.111865e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 218114 members 
Entering Unmasked Estep 
Score: -11118622.000000 Penalty: 1120.723145
	Iteration 72Q: 3 clusters Score -1.111862e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 218030 members 
Entering Unmasked Estep 
Score: -11118621.000000 Penalty: 1120.723145
	Iteration 73Q: 3 clusters Score -1.111862e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 217953 members 
Entering Unmasked Estep 
Score: -11118636.000000 Penalty: 1120.723145
	Iteration 74Q: 3 clusters Score -1.111864e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 217889 members 
Entering Unmasked Estep 
Score: -11118620.000000 Penalty: 1120.723145
	Iteration 75Q: 3 clusters Score -1.111862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 217843 members 
Entering Unmasked Estep 
Score: -11118633.000000 Penalty: 1120.723145
	Iteration 76Q: 3 clusters Score -1.111863e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 217795 members 
Entering Unmasked Estep 
Score: -11118674.000000 Penalty: 1120.723145
	Iteration 77Q: 3 clusters Score -1.111867e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 217749 members 
Entering Unmasked Estep 
Score: -11118682.000000 Penalty: 1120.723145
	Iteration 78Q: 3 clusters Score -1.111868e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 217714 members 
Entering Unmasked Estep 
Score: -11118665.000000 Penalty: 1120.723145
	Iteration 79Q: 3 clusters Score -1.111866e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 217686 members 
Entering Unmasked Estep 
Score: -11118807.000000 Penalty: 1120.723145
	Iteration 80F: 3 clusters Score -1.111881e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 217324 members 
Entering Unmasked Estep 
Score: -11118941.000000 Penalty: 1120.723145
	Iteration 81Q: 3 clusters Score -1.111894e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 216928 members 
Entering Unmasked Estep 
Score: -11119144.000000 Penalty: 1120.723145
	Iteration 82Q: 3 clusters Score -1.111914e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 216526 members 
Entering Unmasked Estep 
Score: -11119334.000000 Penalty: 1120.723145
	Iteration 83Q: 3 clusters Score -1.111933e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 216093 members 
Entering Unmasked Estep 
Score: -11119463.000000 Penalty: 1120.723145
	Iteration 84Q: 3 clusters Score -1.111946e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 215603 members 
Entering Unmasked Estep 
Score: -11119688.000000 Penalty: 1120.723145
	Iteration 85Q: 3 clusters Score -1.111969e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 215163 members 
Entering Unmasked Estep 
Score: -11119806.000000 Penalty: 1120.723145
	Iteration 86Q: 3 clusters Score -1.111981e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 214740 members 
Entering Unmasked Estep 
Score: -11119941.000000 Penalty: 1120.723145
	Iteration 87Q: 3 clusters Score -1.111994e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 214396 members 
Entering Unmasked Estep 
Score: -11119991.000000 Penalty: 1120.723145
	Iteration 88Q: 3 clusters Score -1.111999e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 214078 members 
Entering Unmasked Estep 
Score: -11119879.000000 Penalty: 1120.723145
	Iteration 89Q: 3 clusters Score -1.111988e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 213801 members 
Entering Unmasked Estep 
Score: -11119805.000000 Penalty: 1120.723145
	Iteration 90Q: 3 clusters Score -1.11198e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 213543 members 
Entering Unmasked Estep 
Score: -11119736.000000 Penalty: 1120.723145
	Iteration 91Q: 3 clusters Score -1.111974e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 213316 members 
Entering Unmasked Estep 
Score: -11119708.000000 Penalty: 1120.723145
	Iteration 92Q: 3 clusters Score -1.111971e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 213098 members 
Entering Unmasked Estep 
Score: -11119703.000000 Penalty: 1120.723145
	Iteration 93Q: 3 clusters Score -1.11197e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 212903 members 
Entering Unmasked Estep 
Score: -11119697.000000 Penalty: 1120.723145
	Iteration 94Q: 3 clusters Score -1.11197e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 212717 members 
Entering Unmasked Estep 
Score: -11119675.000000 Penalty: 1120.723145
	Iteration 95Q: 3 clusters Score -1.111968e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 212543 members 
Entering Unmasked Estep 
Score: -11119676.000000 Penalty: 1120.723145
	Iteration 96Q: 3 clusters Score -1.111968e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 212420 members 
Entering Unmasked Estep 
Score: -11119656.000000 Penalty: 1120.723145
	Iteration 97Q: 3 clusters Score -1.111966e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 212312 members 
Entering Unmasked Estep 
Score: -11119625.000000 Penalty: 1120.723145
	Iteration 98Q: 3 clusters Score -1.111962e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 212213 members 
Entering Unmasked Estep 
Score: -11119585.000000 Penalty: 1120.723145
	Iteration 99Q: 3 clusters Score -1.111958e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 212114 members 
Entering Unmasked Estep 
Score: -11119808.000000 Penalty: 1120.723145
	Iteration 100F: 3 clusters Score -1.111981e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 211604 members 
Entering Unmasked Estep 
Score: -11119945.000000 Penalty: 1120.723145
	Iteration 101Q: 3 clusters Score -1.111994e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 211146 members 
Entering Unmasked Estep 
Score: -11120081.000000 Penalty: 1120.723145
	Iteration 102Q: 3 clusters Score -1.112008e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 210712 members 
Entering Unmasked Estep 
Score: -11120177.000000 Penalty: 1120.723145
	Iteration 103Q: 3 clusters Score -1.112018e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 210298 members 
Entering Unmasked Estep 
Score: -11120244.000000 Penalty: 1120.723145
	Iteration 104Q: 3 clusters Score -1.112024e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 209887 members 
Entering Unmasked Estep 
Score: -11120253.000000 Penalty: 1120.723145
	Iteration 105Q: 3 clusters Score -1.112025e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 209496 members 
Entering Unmasked Estep 
Score: -11120301.000000 Penalty: 1120.723145
	Iteration 106Q: 3 clusters Score -1.11203e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 209125 members 
Entering Unmasked Estep 
Score: -11120250.000000 Penalty: 1120.723145
	Iteration 107Q: 3 clusters Score -1.112025e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 208764 members 
Entering Unmasked Estep 
Score: -11120205.000000 Penalty: 1120.723145
	Iteration 108Q: 3 clusters Score -1.11202e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 208362 members 
Entering Unmasked Estep 
Score: -11120255.000000 Penalty: 1120.723145
	Iteration 109Q: 3 clusters Score -1.112026e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 207965 members 
Entering Unmasked Estep 
Score: -11120217.000000 Penalty: 1120.723145
	Iteration 110Q: 3 clusters Score -1.112022e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 207549 members 
Entering Unmasked Estep 
Score: -11120172.000000 Penalty: 1120.723145
	Iteration 111Q: 3 clusters Score -1.112017e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 207180 members 
Entering Unmasked Estep 
Score: -11120149.000000 Penalty: 1120.723145
	Iteration 112Q: 3 clusters Score -1.112015e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 206810 members 
Entering Unmasked Estep 
Score: -11120114.000000 Penalty: 1120.723145
	Iteration 113Q: 3 clusters Score -1.112011e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 206440 members 
Entering Unmasked Estep 
Score: -11120128.000000 Penalty: 1120.723145
	Iteration 114Q: 3 clusters Score -1.112013e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 206101 members 
Entering Unmasked Estep 
Score: -11120075.000000 Penalty: 1120.723145
	Iteration 115Q: 3 clusters Score -1.112008e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 205786 members 
Entering Unmasked Estep 
Score: -11120031.000000 Penalty: 1120.723145
	Iteration 116Q: 3 clusters Score -1.112003e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 205478 members 
Entering Unmasked Estep 
Score: -11119970.000000 Penalty: 1120.723145
	Iteration 117Q: 3 clusters Score -1.111997e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 205159 members 
Entering Unmasked Estep 
Score: -11119854.000000 Penalty: 1120.723145
	Iteration 118Q: 3 clusters Score -1.111985e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 204827 members 
Entering Unmasked Estep 
Score: -11119805.000000 Penalty: 1120.723145
	Iteration 119Q: 3 clusters Score -1.11198e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 204506 members 
Entering Unmasked Estep 
Score: -11119808.000000 Penalty: 1120.723145
	Iteration 120F: 3 clusters Score -1.111981e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 204122 members 
Entering Unmasked Estep 
Score: -11119786.000000 Penalty: 1120.723145
	Iteration 121Q: 3 clusters Score -1.111979e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 203747 members 
Entering Unmasked Estep 
Score: -11119771.000000 Penalty: 1120.723145
	Iteration 122Q: 3 clusters Score -1.111977e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 203374 members 
Entering Unmasked Estep 
Score: -11119752.000000 Penalty: 1120.723145
	Iteration 123Q: 3 clusters Score -1.111975e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 202999 members 
Entering Unmasked Estep 
Score: -11119713.000000 Penalty: 1120.723145
	Iteration 124Q: 3 clusters Score -1.111971e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 202632 members 
Entering Unmasked Estep 
Score: -11119712.000000 Penalty: 1120.723145
	Iteration 125Q: 3 clusters Score -1.111971e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 202283 members 
Entering Unmasked Estep 
Score: -11119704.000000 Penalty: 1120.723145
	Iteration 126Q: 3 clusters Score -1.11197e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 201921 members 
Entering Unmasked Estep 
Score: -11119724.000000 Penalty: 1120.723145
	Iteration 127Q: 3 clusters Score -1.111972e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 201533 members 
Entering Unmasked Estep 
Score: -11119637.000000 Penalty: 1120.723145
	Iteration 128Q: 3 clusters Score -1.111964e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 201090 members 
Entering Unmasked Estep 
Score: -11119624.000000 Penalty: 1120.723145
	Iteration 129Q: 3 clusters Score -1.111962e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 200639 members 
Entering Unmasked Estep 
Score: -11119896.000000 Penalty: 1120.723145
	Iteration 130Q: 3 clusters Score -1.11199e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 200228 members 
Entering Unmasked Estep 
Score: -11119999.000000 Penalty: 1120.723145
	Iteration 131Q: 3 clusters Score -1.112e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 199885 members 
Entering Unmasked Estep 
Score: -11120148.000000 Penalty: 1120.723145
	Iteration 132Q: 3 clusters Score -1.112015e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 199565 members 
Entering Unmasked Estep 
Score: -11120232.000000 Penalty: 1120.723145
	Iteration 133Q: 3 clusters Score -1.112023e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 199225 members 
Entering Unmasked Estep 
Score: -11120390.000000 Penalty: 1120.723145
	Iteration 134Q: 3 clusters Score -1.112039e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 198939 members 
Entering Unmasked Estep 
Score: -11120551.000000 Penalty: 1120.723145
	Iteration 135Q: 3 clusters Score -1.112055e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 198695 members 
Entering Unmasked Estep 
Score: -11120650.000000 Penalty: 1120.723145
	Iteration 136Q: 3 clusters Score -1.112065e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 198450 members 
Entering Unmasked Estep 
Score: -11120748.000000 Penalty: 1120.723145
	Iteration 137Q: 3 clusters Score -1.112075e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 198225 members 
Entering Unmasked Estep 
Score: -11120828.000000 Penalty: 1120.723145
	Iteration 138Q: 3 clusters Score -1.112083e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 198015 members 
Entering Unmasked Estep 
Score: -11120943.000000 Penalty: 1120.723145
	Iteration 139Q: 3 clusters Score -1.112094e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 197838 members 
Entering Unmasked Estep 
Score: -11121041.000000 Penalty: 1120.723145
	Iteration 140F: 3 clusters Score -1.112104e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 197674 members 
Entering Unmasked Estep 
Score: -11121132.000000 Penalty: 1120.723145
	Iteration 141Q: 3 clusters Score -1.112113e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 197550 members 
Entering Unmasked Estep 
Score: -11121148.000000 Penalty: 1120.723145
	Iteration 142Q: 3 clusters Score -1.112115e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 197426 members 
Entering Unmasked Estep 
Score: -11121156.000000 Penalty: 1120.723145
	Iteration 143Q: 3 clusters Score -1.112116e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 197313 members 
Entering Unmasked Estep 
Score: -11121165.000000 Penalty: 1120.723145
	Iteration 144Q: 3 clusters Score -1.112116e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 197181 members 
Entering Unmasked Estep 
Score: -11121185.000000 Penalty: 1120.723145
	Iteration 145Q: 3 clusters Score -1.112118e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 197020 members 
Entering Unmasked Estep 
Score: -11121206.000000 Penalty: 1120.723145
	Iteration 146Q: 3 clusters Score -1.112121e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 196865 members 
Entering Unmasked Estep 
Score: -11121217.000000 Penalty: 1120.723145
	Iteration 147Q: 3 clusters Score -1.112122e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 196697 members 
Entering Unmasked Estep 
Score: -11121252.000000 Penalty: 1120.723145
	Iteration 148Q: 3 clusters Score -1.112125e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 196527 members 
Entering Unmasked Estep 
Score: -11121347.000000 Penalty: 1120.723145
	Iteration 149Q: 3 clusters Score -1.112135e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 196352 members 
Entering Unmasked Estep 
Score: -11121398.000000 Penalty: 1120.723145
	Iteration 150Q: 3 clusters Score -1.11214e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 196164 members 
Entering Unmasked Estep 
Score: -11121482.000000 Penalty: 1120.723145
	Iteration 151Q: 3 clusters Score -1.112148e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 195994 members 
Entering Unmasked Estep 
Score: -11121461.000000 Penalty: 1120.723145
	Iteration 152Q: 3 clusters Score -1.112146e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 195757 members 
Entering Unmasked Estep 
Score: -11121509.000000 Penalty: 1120.723145
	Iteration 153Q: 3 clusters Score -1.112151e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 195516 members 
Entering Unmasked Estep 
Score: -11121538.000000 Penalty: 1120.723145
	Iteration 154Q: 3 clusters Score -1.112154e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 195292 members 
Entering Unmasked Estep 
Score: -11121578.000000 Penalty: 1120.723145
	Iteration 155Q: 3 clusters Score -1.112158e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 195056 members 
Entering Unmasked Estep 
Score: -11121637.000000 Penalty: 1120.723145
	Iteration 156Q: 3 clusters Score -1.112164e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 194825 members 
Entering Unmasked Estep 
Score: -11121661.000000 Penalty: 1120.723145
	Iteration 157Q: 3 clusters Score -1.112166e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 194547 members 
Entering Unmasked Estep 
Score: -11121682.000000 Penalty: 1120.723145
	Iteration 158Q: 3 clusters Score -1.112168e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 194225 members 
Entering Unmasked Estep 
Score: -11121735.000000 Penalty: 1120.723145
	Iteration 159Q: 3 clusters Score -1.112174e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 193862 members 
Entering Unmasked Estep 
Score: -11121798.000000 Penalty: 1120.723145
	Iteration 160F: 3 clusters Score -1.11218e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 193478 members 
Entering Unmasked Estep 
Score: -11121879.000000 Penalty: 1120.723145
	Iteration 161Q: 3 clusters Score -1.112188e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 193015 members 
Entering Unmasked Estep 
Score: -11121880.000000 Penalty: 1120.723145
	Iteration 162Q: 3 clusters Score -1.112188e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 192423 members 
Entering Unmasked Estep 
Score: -11122123.000000 Penalty: 1120.723145
	Iteration 163Q: 3 clusters Score -1.112212e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 191689 members 
Entering Unmasked Estep 
Score: -11122433.000000 Penalty: 1120.723145
	Iteration 164Q: 3 clusters Score -1.112243e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 190709 members 
Entering Unmasked Estep 
Score: -11122871.000000 Penalty: 1120.723145
	Iteration 165Q: 3 clusters Score -1.112287e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 189412 members 
Entering Unmasked Estep 
Score: -11123639.000000 Penalty: 1120.723145
	Iteration 166Q: 3 clusters Score -1.112364e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 187699 members 
Entering Unmasked Estep 
Score: -11124922.000000 Penalty: 1120.723145
	Iteration 167Q: 3 clusters Score -1.112492e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 185547 members 
Entering Unmasked Estep 
Score: -11126382.000000 Penalty: 1120.723145
	Iteration 168Q: 3 clusters Score -1.112638e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 183478 members 
Entering Unmasked Estep 
Score: -11127606.000000 Penalty: 1120.723145
	Iteration 169Q: 3 clusters Score -1.112761e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 181736 members 
Entering Unmasked Estep 
Score: -11128241.000000 Penalty: 1120.723145
	Iteration 170Q: 3 clusters Score -1.112824e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 180238 members 
Entering Unmasked Estep 
Score: -11128837.000000 Penalty: 1120.723145
	Iteration 171Q: 3 clusters Score -1.112884e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 178979 members 
Entering Unmasked Estep 
Score: -11129296.000000 Penalty: 1120.723145
	Iteration 172Q: 3 clusters Score -1.11293e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 177936 members 
Entering Unmasked Estep 
Score: -11129638.000000 Penalty: 1120.723145
	Iteration 173Q: 3 clusters Score -1.112964e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 176991 members 
Entering Unmasked Estep 
Score: -11129905.000000 Penalty: 1120.723145
	Iteration 174Q: 3 clusters Score -1.11299e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 176179 members 
Entering Unmasked Estep 
Score: -11130120.000000 Penalty: 1120.723145
	Iteration 175Q: 3 clusters Score -1.113012e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -11130250.000000 Penalty: 1120.723145
	Iteration 176Q: 3 clusters Score -1.113025e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 175081 members 
Entering Unmasked Estep 
Score: -11130366.000000 Penalty: 1120.723145
	Iteration 177Q: 3 clusters Score -1.113037e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 174634 members 
Entering Unmasked Estep 
Score: -11130423.000000 Penalty: 1120.723145
	Iteration 178Q: 3 clusters Score -1.113042e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 174268 members 
Entering Unmasked Estep 
Score: -11130539.000000 Penalty: 1120.723145
	Iteration 179Q: 3 clusters Score -1.113054e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 173908 members 
Entering Unmasked Estep 
Score: -11131100.000000 Penalty: 1120.723145
	Iteration 180F: 3 clusters Score -1.11311e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 173192 members 
Entering Unmasked Estep 
Score: -11131211.000000 Penalty: 1120.723145
	Iteration 181Q: 3 clusters Score -1.113121e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 172676 members 
Entering Unmasked Estep 
Score: -11131326.000000 Penalty: 1120.723145
	Iteration 182Q: 3 clusters Score -1.113133e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 172190 members 
Entering Unmasked Estep 
Score: -11131413.000000 Penalty: 1120.723145
	Iteration 183Q: 3 clusters Score -1.113141e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 171699 members 
Entering Unmasked Estep 
Score: -11131468.000000 Penalty: 1120.723145
	Iteration 184Q: 3 clusters Score -1.113147e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 171229 members 
Entering Unmasked Estep 
Score: -11131484.000000 Penalty: 1120.723145
	Iteration 185Q: 3 clusters Score -1.113148e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 170861 members 
Entering Unmasked Estep 
Score: -11131531.000000 Penalty: 1120.723145
	Iteration 186Q: 3 clusters Score -1.113153e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 170539 members 
Entering Unmasked Estep 
Score: -11131536.000000 Penalty: 1120.723145
	Iteration 187Q: 3 clusters Score -1.113154e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 170265 members 
Entering Unmasked Estep 
Score: -11131543.000000 Penalty: 1120.723145
	Iteration 188Q: 3 clusters Score -1.113154e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 170082 members 
Entering Unmasked Estep 
Score: -11131566.000000 Penalty: 1120.723145
	Iteration 189Q: 3 clusters Score -1.113157e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 169876 members 
Entering Unmasked Estep 
Score: -11131542.000000 Penalty: 1120.723145
	Iteration 190Q: 3 clusters Score -1.113154e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 169766 members 
Entering Unmasked Estep 
Score: -11131522.000000 Penalty: 1120.723145
	Iteration 191Q: 3 clusters Score -1.113152e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 169653 members 
Entering Unmasked Estep 
Score: -11131503.000000 Penalty: 1120.723145
	Iteration 192Q: 3 clusters Score -1.11315e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 169555 members 
Entering Unmasked Estep 
Score: -11131530.000000 Penalty: 1120.723145
	Iteration 193Q: 3 clusters Score -1.113153e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 169472 members 
Entering Unmasked Estep 
Score: -11131538.000000 Penalty: 1120.723145
	Iteration 194Q: 3 clusters Score -1.113154e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -11131525.000000 Penalty: 1120.723145
	Iteration 195Q: 3 clusters Score -1.113152e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 169366 members 
Entering Unmasked Estep 
Score: -11131538.000000 Penalty: 1120.723145
	Iteration 196Q: 3 clusters Score -1.113154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 169312 members 
Entering Unmasked Estep 
Score: -11131561.000000 Penalty: 1120.723145
	Iteration 197Q: 3 clusters Score -1.113156e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 169298 members 
Entering Unmasked Estep 
Score: -11131551.000000 Penalty: 1120.723145
	Iteration 198Q: 3 clusters Score -1.113155e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 169275 members 
Entering Unmasked Estep 
Score: -11131548.000000 Penalty: 1120.723145
	Iteration 199Q: 3 clusters Score -1.113155e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 169275 members 
Entering Unmasked Estep 
Score: -11131566.000000 Penalty: 1120.723145
	Iteration 200F: 3 clusters Score -1.113157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 169256 members 
Entering Unmasked Estep 
Score: -11131555.000000 Penalty: 1120.723145
	Iteration 201Q: 3 clusters Score -1.113156e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 169221 members 
Entering Unmasked Estep 
Score: -11131548.000000 Penalty: 1120.723145
	Iteration 202Q: 3 clusters Score -1.113155e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 169178 members 
Entering Unmasked Estep 
Score: -11131554.000000 Penalty: 1120.723145
	Iteration 203Q: 3 clusters Score -1.113155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 169161 members 
Entering Unmasked Estep 
Score: -11131556.000000 Penalty: 1120.723145
	Iteration 204Q: 3 clusters Score -1.113156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 169160 members 
Entering Unmasked Estep 
Score: -11131558.000000 Penalty: 1120.723145
	Iteration 205Q: 3 clusters Score -1.113156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 169159 members 
Entering Unmasked Estep 
Score: -11131560.000000 Penalty: 1120.723145
	Iteration 206Q: 3 clusters Score -1.113156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 169163 members 
Entering Unmasked Estep 
Score: -11131563.000000 Penalty: 1120.723145
	Iteration 207Q: 3 clusters Score -1.113156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 169163 members 
Entering Unmasked Estep 
Score: -11131566.000000 Penalty: 1120.723145
	Iteration 208Q: 3 clusters Score -1.113157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 169163 members 
Entering Unmasked Estep 
Score: -11131566.000000 Penalty: 1120.723145
	Iteration 209F: 3 clusters Score -1.113157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 3920 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 81114 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 538 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 1727 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 74 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 959 members 
Mstep: Class 50 contains 53996 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 958 members 
Mstep: Class 53 contains 794 members 
Mstep: Class 54 contains 699 members 
Mstep: Class 55 contains 167966 members 
Mstep: Class 56 contains 442 members 
Mstep: Class 57 contains 6631 members 
Mstep: Class 58 contains 87 members 
Mstep: Class 59 contains 4884 members 
Mstep: Class 60 contains 169163 members 
Entering Unmasked Estep 
Score: -90711616.000000 Penalty: 39561.332031
Splitting cluster 50 changes total score from -90674576.000000 to -90711616.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 51 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -9761.045898 Penalty: 256.056763
	Iteration 0F: 2 clusters Score -9761.046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9442.307617 Penalty: 512.113525
	Iteration 0F: 3 clusters Score -9442.308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9537.006836 Penalty: 512.113525
	Iteration 1F: 3 clusters Score -9537.007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9584.139648 Penalty: 512.113525
	Iteration 2F: 3 clusters Score -9584.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9607.444336 Penalty: 512.113525
	Iteration 3Q: 3 clusters Score -9607.444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9674.421875 Penalty: 512.113525
	Iteration 4F: 3 clusters Score -9674.422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9702.886719 Penalty: 512.113525
	Iteration 5Q: 3 clusters Score -9702.887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9723.757812 Penalty: 512.113525
	Iteration 6Q: 3 clusters Score -9723.758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9745.858398 Penalty: 512.113525
	Iteration 7Q: 3 clusters Score -9745.858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9770.324219 Penalty: 512.113525
	Iteration 8Q: 3 clusters Score -9770.324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9786.817383 Penalty: 512.113525
	Iteration 9Q: 3 clusters Score -9786.817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9795.138672 Penalty: 512.113525
	Iteration 10Q: 3 clusters Score -9795.139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9797.968750 Penalty: 512.113525
	Iteration 11Q: 3 clusters Score -9797.969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9798.620117 Penalty: 512.113525
	Iteration 12Q: 3 clusters Score -9798.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9798.620117 Penalty: 512.113525
	Iteration 13F: 3 clusters Score -9798.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 25 contains 116255 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 3920 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 81114 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 538 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 1727 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 74 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 959 members 
Mstep: Class 50 contains 53996 members 
Mstep: Class 51 contains 143 members 
Mstep: Class 52 contains 958 members 
Mstep: Class 53 contains 794 members 
Mstep: Class 54 contains 699 members 
Mstep: Class 55 contains 167966 members 
Mstep: Class 56 contains 442 members 
Mstep: Class 57 contains 6631 members 
Mstep: Class 58 contains 87 members 
Mstep: Class 59 contains 4884 members 
Mstep: Class 60 contains 169163 members 
Mstep: Class 61 contains 135 members 
Entering Unmasked Estep 
Score: -90711176.000000 Penalty: 40220.691406
Splitting cluster 51 changes total score from -90674576.000000 to -90711176.000000
So it's getting split into cluster 61.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53172 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 118040 members 
Mstep: Class 4 contains 75866 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 110227 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 38457 members 
Mstep: Class 11 contains 14061 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 902 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 95082 members 
Mstep: Class 21 contains 5121 members 
Mstep: Class 22 contains 4965 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 315 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 1539 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 19362 members 
Mstep: Class 35 contains 3920 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 81114 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 127503 members 
Mstep: Class 40 contains 538 members 
Mstep: Class 41 contains 97686 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 1727 members 
Mstep: Class 44 contains 207648 members 
Mstep: Class 45 contains 757 members 
Mstep: Class 46 contains 74 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 3071 members 
Mstep: Class 49 contains 959 members 
Mstep: Class 50 contains 53996 members 
Mstep: Class 51 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 51. Lose 499.425964 but Gain 659.359375
Score: -90724824.000000 Penalty: 39561.332031
Iteration 159Q: 61 clusters Score -9.072482e+07 nChanged 35032
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 7289 members 
Mstep: Class 3 contains 118170 members 
Mstep: Class 4 contains 73601 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 7402 members 
Mstep: Class 7 contains 660 members 
Mstep: Class 8 contains 109947 members 
Mstep: Class 9 contains 6449 members 
Mstep: Class 10 contains 38455 members 
Mstep: Class 11 contains 14081 members 
Mstep: Class 12 contains 10076 members 
Mstep: Class 13 contains 110 members 
Mstep: Class 14 contains 216271 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 903 members 
Mstep: Class 18 contains 60817 members 
Mstep: Class 19 contains 3303 members 
Mstep: Class 20 contains 96264 members 
Mstep: Class 21 contains 5255 members 
Mstep: Class 22 contains 5122 members 
Mstep: Class 23 contains 13874 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 109275 members 
Mstep: Class 26 contains 460 members 
Mstep: Class 27 contains 1023 members 
Mstep: Class 28 contains 4025 members 
Mstep: Class 29 contains 3085 members 
Mstep: Class 30 contains 1554 members 
Mstep: Class 31 contains 442 members 
Mstep: Class 32 contains 145 members 
Mstep: Class 33 contains 40099 members 
Mstep: Class 34 contains 19352 members 
Mstep: Class 35 contains 3971 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 85487 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 128856 members 
Mstep: Class 40 contains 563 members 
Mstep: Class 41 contains 97741 members 
Mstep: Class 42 contains 91 members 
Mstep: Class 43 contains 1904 members 
Mstep: Class 44 contains 209283 members 
Mstep: Class 45 contains 763 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 3033 members 
Mstep: Class 49 contains 981 members 
Mstep: Class 50 contains 61394 members 
Mstep: Class 52 contains 1031 members 
Mstep: Class 53 contains 751 members 
Mstep: Class 54 contains 671 members 
Mstep: Class 55 contains 168029 members 
Mstep: Class 56 contains 437 members 
Mstep: Class 57 contains 6225 members 
Mstep: Class 58 contains 86 members 
Mstep: Class 59 contains 5027 members 
Mstep: Class 60 contains 163126 members 
Mstep: Class 61 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90736952.000000 Penalty: 39561.332031
Iteration 160F: 61 clusters Score -9.073695e+07 nChanged 34671
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 7289 members 
Mstep: Class 3 contains 116993 members 
Mstep: Class 4 contains 71313 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7336 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 108007 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 38434 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 10089 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 216183 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 1523 members 
Mstep: Class 17 contains 905 members 
Mstep: Class 18 contains 60586 members 
Mstep: Class 19 contains 3290 members 
Mstep: Class 20 contains 96676 members 
Mstep: Class 21 contains 5380 members 
Mstep: Class 22 contains 5166 members 
Mstep: Class 23 contains 14046 members 
Mstep: Class 24 contains 317 members 
Mstep: Class 25 contains 107027 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 4022 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 1584 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 36431 members 
Mstep: Class 34 contains 19314 members 
Mstep: Class 35 contains 4024 members 
Mstep: Class 36 contains 731 members 
Mstep: Class 37 contains 87948 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 129465 members 
Mstep: Class 40 contains 560 members 
Mstep: Class 41 contains 97167 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 1938 members 
Mstep: Class 44 contains 208691 members 
Mstep: Class 45 contains 768 members 
Mstep: Class 46 contains 80 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 3058 members 
Mstep: Class 49 contains 988 members 
Mstep: Class 50 contains 63544 members 
Mstep: Class 52 contains 1110 members 
Mstep: Class 53 contains 745 members 
Mstep: Class 54 contains 731 members 
Mstep: Class 55 contains 171681 members 
Mstep: Class 56 contains 443 members 
Mstep: Class 57 contains 5955 members 
Mstep: Class 58 contains 85 members 
Mstep: Class 59 contains 5216 members 
Mstep: Class 60 contains 164813 members 
Mstep: Class 61 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90741416.000000 Penalty: 39561.332031
Iteration 161Q: 61 clusters Score -9.074142e+07 nChanged 26119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 115546 members 
Mstep: Class 4 contains 69215 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7307 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 106503 members 
Mstep: Class 9 contains 6812 members 
Mstep: Class 10 contains 38416 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 10061 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 216176 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1512 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 60395 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 96811 members 
Mstep: Class 21 contains 5502 members 
Mstep: Class 22 contains 5211 members 
Mstep: Class 23 contains 14216 members 
Mstep: Class 24 contains 316 members 
Mstep: Class 25 contains 106068 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 1017 members 
Mstep: Class 28 contains 4017 members 
Mstep: Class 29 contains 2973 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 429 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 33051 members 
Mstep: Class 34 contains 19285 members 
Mstep: Class 35 contains 4093 members 
Mstep: Class 36 contains 728 members 
Mstep: Class 37 contains 89891 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129747 members 
Mstep: Class 40 contains 549 members 
Mstep: Class 41 contains 96831 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 1979 members 
Mstep: Class 44 contains 206879 members 
Mstep: Class 45 contains 773 members 
Mstep: Class 46 contains 83 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 3070 members 
Mstep: Class 49 contains 995 members 
Mstep: Class 50 contains 65528 members 
Mstep: Class 52 contains 1187 members 
Mstep: Class 53 contains 727 members 
Mstep: Class 54 contains 782 members 
Mstep: Class 55 contains 175894 members 
Mstep: Class 56 contains 442 members 
Mstep: Class 57 contains 5694 members 
Mstep: Class 58 contains 83 members 
Mstep: Class 59 contains 5388 members 
Mstep: Class 60 contains 166342 members 
Mstep: Class 61 contains 148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90745040.000000 Penalty: 39561.332031
Iteration 162Q: 61 clusters Score -9.074504e+07 nChanged 25270
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 114059 members 
Mstep: Class 4 contains 66859 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7296 members 
Mstep: Class 7 contains 846 members 
Mstep: Class 8 contains 105254 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 38397 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 9969 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 216146 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 60244 members 
Mstep: Class 19 contains 3194 members 
Mstep: Class 20 contains 96789 members 
Mstep: Class 21 contains 5603 members 
Mstep: Class 22 contains 5224 members 
Mstep: Class 23 contains 14399 members 
Mstep: Class 24 contains 316 members 
Mstep: Class 25 contains 105464 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 1010 members 
Mstep: Class 28 contains 4017 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 1715 members 
Mstep: Class 31 contains 437 members 
Mstep: Class 32 contains 152 members 
Mstep: Class 33 contains 29882 members 
Mstep: Class 34 contains 19242 members 
Mstep: Class 35 contains 4155 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 92080 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129850 members 
Mstep: Class 40 contains 547 members 
Mstep: Class 41 contains 96576 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2025 members 
Mstep: Class 44 contains 203917 members 
Mstep: Class 45 contains 777 members 
Mstep: Class 46 contains 83 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 3079 members 
Mstep: Class 49 contains 1009 members 
Mstep: Class 50 contains 67736 members 
Mstep: Class 52 contains 1257 members 
Mstep: Class 53 contains 702 members 
Mstep: Class 54 contains 810 members 
Mstep: Class 55 contains 180998 members 
Mstep: Class 56 contains 434 members 
Mstep: Class 57 contains 5468 members 
Mstep: Class 58 contains 82 members 
Mstep: Class 59 contains 5519 members 
Mstep: Class 60 contains 167413 members 
Mstep: Class 61 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90747552.000000 Penalty: 39561.332031
Iteration 163Q: 61 clusters Score -9.074755e+07 nChanged 26459
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 112545 members 
Mstep: Class 4 contains 64064 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7313 members 
Mstep: Class 7 contains 917 members 
Mstep: Class 8 contains 104146 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 38384 members 
Mstep: Class 11 contains 14067 members 
Mstep: Class 12 contains 9912 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 216139 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 60083 members 
Mstep: Class 19 contains 3164 members 
Mstep: Class 20 contains 96675 members 
Mstep: Class 21 contains 5705 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 14565 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 105009 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 1006 members 
Mstep: Class 28 contains 4022 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 446 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 27059 members 
Mstep: Class 34 contains 19185 members 
Mstep: Class 35 contains 4211 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 94577 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129857 members 
Mstep: Class 40 contains 544 members 
Mstep: Class 41 contains 96444 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2056 members 
Mstep: Class 44 contains 199555 members 
Mstep: Class 45 contains 781 members 
Mstep: Class 46 contains 83 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 3072 members 
Mstep: Class 49 contains 1018 members 
Mstep: Class 50 contains 69934 members 
Mstep: Class 52 contains 1313 members 
Mstep: Class 53 contains 683 members 
Mstep: Class 54 contains 835 members 
Mstep: Class 55 contains 187514 members 
Mstep: Class 56 contains 429 members 
Mstep: Class 57 contains 5258 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 5665 members 
Mstep: Class 60 contains 167994 members 
Mstep: Class 61 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90748968.000000 Penalty: 39561.332031
Iteration 164Q: 61 clusters Score -9.074897e+07 nChanged 27879
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 111061 members 
Mstep: Class 4 contains 61060 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7308 members 
Mstep: Class 7 contains 992 members 
Mstep: Class 8 contains 103169 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 38381 members 
Mstep: Class 11 contains 14066 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 109 members 
Mstep: Class 14 contains 216172 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1509 members 
Mstep: Class 17 contains 930 members 
Mstep: Class 18 contains 59929 members 
Mstep: Class 19 contains 3127 members 
Mstep: Class 20 contains 96554 members 
Mstep: Class 21 contains 5813 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 14702 members 
Mstep: Class 24 contains 306 members 
Mstep: Class 25 contains 104657 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 4028 members 
Mstep: Class 29 contains 2870 members 
Mstep: Class 30 contains 1892 members 
Mstep: Class 31 contains 456 members 
Mstep: Class 32 contains 148 members 
Mstep: Class 33 contains 24313 members 
Mstep: Class 34 contains 19132 members 
Mstep: Class 35 contains 4267 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 97609 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129837 members 
Mstep: Class 40 contains 535 members 
Mstep: Class 41 contains 96393 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2084 members 
Mstep: Class 44 contains 193624 members 
Mstep: Class 45 contains 782 members 
Mstep: Class 46 contains 83 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 3049 members 
Mstep: Class 49 contains 1024 members 
Mstep: Class 50 contains 72065 members 
Mstep: Class 52 contains 1349 members 
Mstep: Class 53 contains 669 members 
Mstep: Class 54 contains 852 members 
Mstep: Class 55 contains 195339 members 
Mstep: Class 56 contains 425 members 
Mstep: Class 57 contains 5087 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 5791 members 
Mstep: Class 60 contains 168236 members 
Mstep: Class 61 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90750336.000000 Penalty: 39561.332031
Iteration 165Q: 61 clusters Score -9.075034e+07 nChanged 28426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 109655 members 
Mstep: Class 4 contains 58451 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7311 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 102245 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 38377 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 9767 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 216222 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1519 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 59782 members 
Mstep: Class 19 contains 3102 members 
Mstep: Class 20 contains 96368 members 
Mstep: Class 21 contains 5909 members 
Mstep: Class 22 contains 5320 members 
Mstep: Class 23 contains 14815 members 
Mstep: Class 24 contains 304 members 
Mstep: Class 25 contains 104428 members 
Mstep: Class 26 contains 436 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 4030 members 
Mstep: Class 29 contains 2854 members 
Mstep: Class 30 contains 1989 members 
Mstep: Class 31 contains 470 members 
Mstep: Class 32 contains 146 members 
Mstep: Class 33 contains 21720 members 
Mstep: Class 34 contains 19090 members 
Mstep: Class 35 contains 4313 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 101179 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129782 members 
Mstep: Class 40 contains 519 members 
Mstep: Class 41 contains 96372 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2101 members 
Mstep: Class 44 contains 186448 members 
Mstep: Class 45 contains 784 members 
Mstep: Class 46 contains 83 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 2997 members 
Mstep: Class 49 contains 1031 members 
Mstep: Class 50 contains 74130 members 
Mstep: Class 52 contains 1380 members 
Mstep: Class 53 contains 662 members 
Mstep: Class 54 contains 862 members 
Mstep: Class 55 contains 203514 members 
Mstep: Class 56 contains 423 members 
Mstep: Class 57 contains 4936 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 5905 members 
Mstep: Class 60 contains 168281 members 
Mstep: Class 61 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90752624.000000 Penalty: 39561.332031
Iteration 166Q: 61 clusters Score -9.075262e+07 nChanged 26028
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 108277 members 
Mstep: Class 4 contains 56245 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7310 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 101413 members 
Mstep: Class 9 contains 7860 members 
Mstep: Class 10 contains 38383 members 
Mstep: Class 11 contains 14104 members 
Mstep: Class 12 contains 9673 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216231 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1525 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 59559 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 20 contains 96230 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 5362 members 
Mstep: Class 23 contains 14904 members 
Mstep: Class 24 contains 303 members 
Mstep: Class 25 contains 104163 members 
Mstep: Class 26 contains 435 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 2854 members 
Mstep: Class 30 contains 2120 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 146 members 
Mstep: Class 33 contains 19234 members 
Mstep: Class 34 contains 19091 members 
Mstep: Class 35 contains 4363 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 104406 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129652 members 
Mstep: Class 40 contains 510 members 
Mstep: Class 41 contains 96442 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2123 members 
Mstep: Class 44 contains 179982 members 
Mstep: Class 45 contains 786 members 
Mstep: Class 46 contains 83 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 2953 members 
Mstep: Class 49 contains 1031 members 
Mstep: Class 50 contains 76181 members 
Mstep: Class 52 contains 1399 members 
Mstep: Class 53 contains 659 members 
Mstep: Class 54 contains 865 members 
Mstep: Class 55 contains 211094 members 
Mstep: Class 56 contains 420 members 
Mstep: Class 57 contains 4781 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6028 members 
Mstep: Class 60 contains 167903 members 
Mstep: Class 61 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90756120.000000 Penalty: 39561.332031
Iteration 167Q: 61 clusters Score -9.075612e+07 nChanged 21302
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 107052 members 
Mstep: Class 4 contains 54295 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7288 members 
Mstep: Class 7 contains 1104 members 
Mstep: Class 8 contains 100633 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 38386 members 
Mstep: Class 11 contains 14116 members 
Mstep: Class 12 contains 9592 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216232 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 59354 members 
Mstep: Class 19 contains 3062 members 
Mstep: Class 20 contains 95994 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 5390 members 
Mstep: Class 23 contains 14961 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 103830 members 
Mstep: Class 26 contains 435 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 2853 members 
Mstep: Class 30 contains 2229 members 
Mstep: Class 31 contains 492 members 
Mstep: Class 32 contains 147 members 
Mstep: Class 33 contains 16787 members 
Mstep: Class 34 contains 19089 members 
Mstep: Class 35 contains 4404 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 105947 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129558 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 96529 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2148 members 
Mstep: Class 44 contains 177476 members 
Mstep: Class 45 contains 790 members 
Mstep: Class 46 contains 83 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 2900 members 
Mstep: Class 49 contains 1031 members 
Mstep: Class 50 contains 77997 members 
Mstep: Class 52 contains 1408 members 
Mstep: Class 53 contains 652 members 
Mstep: Class 54 contains 866 members 
Mstep: Class 55 contains 216402 members 
Mstep: Class 56 contains 415 members 
Mstep: Class 57 contains 4637 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6161 members 
Mstep: Class 60 contains 167401 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90756792.000000 Penalty: 39561.332031
Iteration 168Q: 61 clusters Score -9.075679e+07 nChanged 19303
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 106072 members 
Mstep: Class 4 contains 52392 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7264 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 99910 members 
Mstep: Class 9 contains 8602 members 
Mstep: Class 10 contains 38388 members 
Mstep: Class 11 contains 14109 members 
Mstep: Class 12 contains 9492 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216245 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 59187 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 95762 members 
Mstep: Class 21 contains 6275 members 
Mstep: Class 22 contains 5419 members 
Mstep: Class 23 contains 15008 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 103362 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 2842 members 
Mstep: Class 30 contains 2331 members 
Mstep: Class 31 contains 502 members 
Mstep: Class 32 contains 148 members 
Mstep: Class 33 contains 14536 members 
Mstep: Class 34 contains 19093 members 
Mstep: Class 35 contains 4457 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 106665 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129466 members 
Mstep: Class 40 contains 478 members 
Mstep: Class 41 contains 96623 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2161 members 
Mstep: Class 44 contains 177220 members 
Mstep: Class 45 contains 796 members 
Mstep: Class 46 contains 83 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 2839 members 
Mstep: Class 49 contains 1031 members 
Mstep: Class 50 contains 79615 members 
Mstep: Class 52 contains 1421 members 
Mstep: Class 53 contains 640 members 
Mstep: Class 54 contains 863 members 
Mstep: Class 55 contains 220461 members 
Mstep: Class 56 contains 413 members 
Mstep: Class 57 contains 4497 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6286 members 
Mstep: Class 60 contains 166648 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90756888.000000 Penalty: 39561.332031
Iteration 169Q: 61 clusters Score -9.075689e+07 nChanged 18610
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 105278 members 
Mstep: Class 4 contains 50582 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7242 members 
Mstep: Class 7 contains 1132 members 
Mstep: Class 8 contains 99251 members 
Mstep: Class 9 contains 8854 members 
Mstep: Class 10 contains 38378 members 
Mstep: Class 11 contains 14107 members 
Mstep: Class 12 contains 9397 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216260 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 59015 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 20 contains 95592 members 
Mstep: Class 21 contains 6396 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 15045 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 102839 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 2843 members 
Mstep: Class 30 contains 2419 members 
Mstep: Class 31 contains 514 members 
Mstep: Class 32 contains 148 members 
Mstep: Class 33 contains 12458 members 
Mstep: Class 34 contains 19113 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 106616 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 129379 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 96799 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2165 members 
Mstep: Class 44 contains 178189 members 
Mstep: Class 45 contains 802 members 
Mstep: Class 46 contains 83 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 2775 members 
Mstep: Class 49 contains 1027 members 
Mstep: Class 50 contains 80717 members 
Mstep: Class 52 contains 1429 members 
Mstep: Class 53 contains 635 members 
Mstep: Class 54 contains 861 members 
Mstep: Class 55 contains 224143 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 4377 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6392 members 
Mstep: Class 60 contains 165829 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90756136.000000 Penalty: 39561.332031
Iteration 170Q: 61 clusters Score -9.075614e+07 nChanged 19614
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 104439 members 
Mstep: Class 4 contains 48726 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 98622 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 38379 members 
Mstep: Class 11 contains 14120 members 
Mstep: Class 12 contains 9307 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216220 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 58843 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 95433 members 
Mstep: Class 21 contains 6514 members 
Mstep: Class 22 contains 5472 members 
Mstep: Class 23 contains 15092 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 102348 members 
Mstep: Class 26 contains 436 members 
Mstep: Class 27 contains 1002 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 2837 members 
Mstep: Class 30 contains 2492 members 
Mstep: Class 31 contains 528 members 
Mstep: Class 32 contains 148 members 
Mstep: Class 33 contains 10576 members 
Mstep: Class 34 contains 19128 members 
Mstep: Class 35 contains 4542 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 105939 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 129295 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 97057 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2159 members 
Mstep: Class 44 contains 180184 members 
Mstep: Class 45 contains 805 members 
Mstep: Class 46 contains 83 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 2697 members 
Mstep: Class 49 contains 1026 members 
Mstep: Class 50 contains 81646 members 
Mstep: Class 52 contains 1432 members 
Mstep: Class 53 contains 632 members 
Mstep: Class 54 contains 863 members 
Mstep: Class 55 contains 227776 members 
Mstep: Class 56 contains 411 members 
Mstep: Class 57 contains 4259 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6499 members 
Mstep: Class 60 contains 164916 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90754520.000000 Penalty: 39561.332031
Iteration 171Q: 61 clusters Score -9.075452e+07 nChanged 20390
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 103792 members 
Mstep: Class 4 contains 46912 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7170 members 
Mstep: Class 7 contains 1141 members 
Mstep: Class 8 contains 97981 members 
Mstep: Class 9 contains 9159 members 
Mstep: Class 10 contains 38371 members 
Mstep: Class 11 contains 14142 members 
Mstep: Class 12 contains 9197 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216213 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 58681 members 
Mstep: Class 19 contains 3050 members 
Mstep: Class 20 contains 95346 members 
Mstep: Class 21 contains 6656 members 
Mstep: Class 22 contains 5496 members 
Mstep: Class 23 contains 15122 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 101763 members 
Mstep: Class 26 contains 437 members 
Mstep: Class 27 contains 1003 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 2825 members 
Mstep: Class 30 contains 2575 members 
Mstep: Class 31 contains 542 members 
Mstep: Class 32 contains 148 members 
Mstep: Class 33 contains 8925 members 
Mstep: Class 34 contains 19149 members 
Mstep: Class 35 contains 4590 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 104934 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129222 members 
Mstep: Class 40 contains 491 members 
Mstep: Class 41 contains 97341 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2153 members 
Mstep: Class 44 contains 183100 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 83 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 2594 members 
Mstep: Class 49 contains 1022 members 
Mstep: Class 50 contains 82291 members 
Mstep: Class 52 contains 1434 members 
Mstep: Class 53 contains 624 members 
Mstep: Class 54 contains 861 members 
Mstep: Class 55 contains 230863 members 
Mstep: Class 56 contains 409 members 
Mstep: Class 57 contains 4157 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6601 members 
Mstep: Class 60 contains 164048 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90753104.000000 Penalty: 39561.332031
Iteration 172Q: 61 clusters Score -9.07531e+07 nChanged 21570
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 103160 members 
Mstep: Class 4 contains 45262 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7114 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 97352 members 
Mstep: Class 9 contains 9287 members 
Mstep: Class 10 contains 38363 members 
Mstep: Class 11 contains 14162 members 
Mstep: Class 12 contains 9057 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216206 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 58560 members 
Mstep: Class 19 contains 3048 members 
Mstep: Class 20 contains 95276 members 
Mstep: Class 21 contains 6818 members 
Mstep: Class 22 contains 5508 members 
Mstep: Class 23 contains 15151 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 101110 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 1005 members 
Mstep: Class 28 contains 4062 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 2641 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 148 members 
Mstep: Class 33 contains 7556 members 
Mstep: Class 34 contains 19161 members 
Mstep: Class 35 contains 4627 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 103706 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129229 members 
Mstep: Class 40 contains 500 members 
Mstep: Class 41 contains 97672 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2156 members 
Mstep: Class 44 contains 186549 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 2487 members 
Mstep: Class 49 contains 1016 members 
Mstep: Class 50 contains 82629 members 
Mstep: Class 52 contains 1438 members 
Mstep: Class 53 contains 623 members 
Mstep: Class 54 contains 858 members 
Mstep: Class 55 contains 233780 members 
Mstep: Class 56 contains 409 members 
Mstep: Class 57 contains 4060 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6684 members 
Mstep: Class 60 contains 163033 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751176.000000 Penalty: 39561.332031
Iteration 173Q: 61 clusters Score -9.075118e+07 nChanged 22532
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 7306 members 
Mstep: Class 3 contains 102581 members 
Mstep: Class 4 contains 43549 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 7063 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 96764 members 
Mstep: Class 9 contains 9400 members 
Mstep: Class 10 contains 38355 members 
Mstep: Class 11 contains 14193 members 
Mstep: Class 12 contains 8916 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216209 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 58459 members 
Mstep: Class 19 contains 3048 members 
Mstep: Class 20 contains 95200 members 
Mstep: Class 21 contains 6984 members 
Mstep: Class 22 contains 5520 members 
Mstep: Class 23 contains 15182 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 100374 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 1006 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 2819 members 
Mstep: Class 30 contains 2715 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 148 members 
Mstep: Class 33 contains 6426 members 
Mstep: Class 34 contains 19171 members 
Mstep: Class 35 contains 4660 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 102423 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129216 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 97995 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2155 members 
Mstep: Class 44 contains 190418 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 2406 members 
Mstep: Class 49 contains 1014 members 
Mstep: Class 50 contains 82671 members 
Mstep: Class 52 contains 1434 members 
Mstep: Class 53 contains 631 members 
Mstep: Class 54 contains 856 members 
Mstep: Class 55 contains 236690 members 
Mstep: Class 56 contains 408 members 
Mstep: Class 57 contains 3969 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 161902 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90749600.000000 Penalty: 39561.332031
Iteration 174Q: 61 clusters Score -9.07496e+07 nChanged 23088
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 7308 members 
Mstep: Class 3 contains 102032 members 
Mstep: Class 4 contains 41842 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 7016 members 
Mstep: Class 7 contains 1147 members 
Mstep: Class 8 contains 96220 members 
Mstep: Class 9 contains 9494 members 
Mstep: Class 10 contains 38346 members 
Mstep: Class 11 contains 14207 members 
Mstep: Class 12 contains 8784 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216207 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 58369 members 
Mstep: Class 19 contains 3056 members 
Mstep: Class 20 contains 95116 members 
Mstep: Class 21 contains 7152 members 
Mstep: Class 22 contains 5539 members 
Mstep: Class 23 contains 15203 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 99558 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 1008 members 
Mstep: Class 28 contains 4067 members 
Mstep: Class 29 contains 2812 members 
Mstep: Class 30 contains 2771 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 148 members 
Mstep: Class 33 contains 5557 members 
Mstep: Class 34 contains 19180 members 
Mstep: Class 35 contains 4682 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 101118 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129222 members 
Mstep: Class 40 contains 518 members 
Mstep: Class 41 contains 98374 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2156 members 
Mstep: Class 44 contains 194672 members 
Mstep: Class 45 contains 806 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 2314 members 
Mstep: Class 49 contains 1012 members 
Mstep: Class 50 contains 82277 members 
Mstep: Class 52 contains 1429 members 
Mstep: Class 53 contains 640 members 
Mstep: Class 54 contains 856 members 
Mstep: Class 55 contains 239428 members 
Mstep: Class 56 contains 408 members 
Mstep: Class 57 contains 3879 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6834 members 
Mstep: Class 60 contains 160724 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90746648.000000 Penalty: 39561.332031
Iteration 175Q: 61 clusters Score -9.074665e+07 nChanged 23049
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 7308 members 
Mstep: Class 3 contains 101708 members 
Mstep: Class 4 contains 40141 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6974 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 95694 members 
Mstep: Class 9 contains 9602 members 
Mstep: Class 10 contains 38344 members 
Mstep: Class 11 contains 14222 members 
Mstep: Class 12 contains 8651 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216213 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 58291 members 
Mstep: Class 19 contains 3059 members 
Mstep: Class 20 contains 95073 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5543 members 
Mstep: Class 23 contains 15225 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 98703 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 1009 members 
Mstep: Class 28 contains 4067 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 2813 members 
Mstep: Class 31 contains 557 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 4808 members 
Mstep: Class 34 contains 19188 members 
Mstep: Class 35 contains 4703 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 99782 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129241 members 
Mstep: Class 40 contains 521 members 
Mstep: Class 41 contains 98744 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2160 members 
Mstep: Class 44 contains 199058 members 
Mstep: Class 45 contains 806 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 2216 members 
Mstep: Class 49 contains 1016 members 
Mstep: Class 50 contains 81342 members 
Mstep: Class 52 contains 1418 members 
Mstep: Class 53 contains 648 members 
Mstep: Class 54 contains 853 members 
Mstep: Class 55 contains 242050 members 
Mstep: Class 56 contains 408 members 
Mstep: Class 57 contains 3798 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6905 members 
Mstep: Class 60 contains 159777 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90743328.000000 Penalty: 39561.332031
Iteration 176Q: 61 clusters Score -9.074333e+07 nChanged 21984
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 7307 members 
Mstep: Class 3 contains 101395 members 
Mstep: Class 4 contains 38463 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 1152 members 
Mstep: Class 8 contains 95228 members 
Mstep: Class 9 contains 9697 members 
Mstep: Class 10 contains 38341 members 
Mstep: Class 11 contains 14247 members 
Mstep: Class 12 contains 8560 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216184 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 58231 members 
Mstep: Class 19 contains 3063 members 
Mstep: Class 20 contains 95056 members 
Mstep: Class 21 contains 7437 members 
Mstep: Class 22 contains 5559 members 
Mstep: Class 23 contains 15249 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 97896 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 1011 members 
Mstep: Class 28 contains 4068 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 2845 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 4231 members 
Mstep: Class 34 contains 19205 members 
Mstep: Class 35 contains 4723 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 98225 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129275 members 
Mstep: Class 40 contains 527 members 
Mstep: Class 41 contains 99168 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2155 members 
Mstep: Class 44 contains 203402 members 
Mstep: Class 45 contains 806 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 2136 members 
Mstep: Class 49 contains 1020 members 
Mstep: Class 50 contains 80191 members 
Mstep: Class 52 contains 1416 members 
Mstep: Class 53 contains 662 members 
Mstep: Class 54 contains 851 members 
Mstep: Class 55 contains 244558 members 
Mstep: Class 56 contains 409 members 
Mstep: Class 57 contains 3748 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6940 members 
Mstep: Class 60 contains 159014 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90741664.000000 Penalty: 39561.332031
Iteration 177Q: 61 clusters Score -9.074166e+07 nChanged 21129
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 7307 members 
Mstep: Class 3 contains 101151 members 
Mstep: Class 4 contains 37070 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 1155 members 
Mstep: Class 8 contains 94809 members 
Mstep: Class 9 contains 9754 members 
Mstep: Class 10 contains 38339 members 
Mstep: Class 11 contains 14284 members 
Mstep: Class 12 contains 8470 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216208 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 58186 members 
Mstep: Class 19 contains 3066 members 
Mstep: Class 20 contains 95017 members 
Mstep: Class 21 contains 7554 members 
Mstep: Class 22 contains 5566 members 
Mstep: Class 23 contains 15261 members 
Mstep: Class 24 contains 295 members 
Mstep: Class 25 contains 97164 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 1014 members 
Mstep: Class 28 contains 4068 members 
Mstep: Class 29 contains 2820 members 
Mstep: Class 30 contains 2886 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 19226 members 
Mstep: Class 35 contains 4748 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 96039 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129267 members 
Mstep: Class 40 contains 531 members 
Mstep: Class 41 contains 99570 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2157 members 
Mstep: Class 44 contains 208087 members 
Mstep: Class 45 contains 806 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 2080 members 
Mstep: Class 49 contains 1024 members 
Mstep: Class 50 contains 78969 members 
Mstep: Class 52 contains 1416 members 
Mstep: Class 53 contains 671 members 
Mstep: Class 54 contains 851 members 
Mstep: Class 55 contains 246568 members 
Mstep: Class 56 contains 410 members 
Mstep: Class 57 contains 3703 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6969 members 
Mstep: Class 60 contains 158541 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90741880.000000 Penalty: 39561.332031
Iteration 178Q: 61 clusters Score -9.074188e+07 nChanged 20772
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 7305 members 
Mstep: Class 3 contains 100972 members 
Mstep: Class 4 contains 36230 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6817 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 94428 members 
Mstep: Class 9 contains 9805 members 
Mstep: Class 10 contains 38342 members 
Mstep: Class 11 contains 14327 members 
Mstep: Class 12 contains 8387 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216221 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 58125 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 94932 members 
Mstep: Class 21 contains 7674 members 
Mstep: Class 22 contains 5558 members 
Mstep: Class 23 contains 15264 members 
Mstep: Class 24 contains 295 members 
Mstep: Class 25 contains 96404 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 1017 members 
Mstep: Class 28 contains 4070 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 2926 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 3381 members 
Mstep: Class 34 contains 19237 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 93546 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129293 members 
Mstep: Class 40 contains 531 members 
Mstep: Class 41 contains 99961 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2150 members 
Mstep: Class 44 contains 213687 members 
Mstep: Class 45 contains 806 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 2034 members 
Mstep: Class 49 contains 1029 members 
Mstep: Class 50 contains 77909 members 
Mstep: Class 52 contains 1417 members 
Mstep: Class 53 contains 674 members 
Mstep: Class 54 contains 852 members 
Mstep: Class 55 contains 246856 members 
Mstep: Class 56 contains 410 members 
Mstep: Class 57 contains 3678 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6991 members 
Mstep: Class 60 contains 158479 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742776.000000 Penalty: 39561.332031
Iteration 179Q: 61 clusters Score -9.074278e+07 nChanged 20017
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 100775 members 
Mstep: Class 4 contains 35936 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 1162 members 
Mstep: Class 8 contains 94122 members 
Mstep: Class 9 contains 9823 members 
Mstep: Class 10 contains 38345 members 
Mstep: Class 11 contains 14379 members 
Mstep: Class 12 contains 8307 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216226 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 58079 members 
Mstep: Class 19 contains 3077 members 
Mstep: Class 20 contains 94792 members 
Mstep: Class 21 contains 7798 members 
Mstep: Class 22 contains 5545 members 
Mstep: Class 23 contains 15270 members 
Mstep: Class 24 contains 295 members 
Mstep: Class 25 contains 95623 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 1018 members 
Mstep: Class 28 contains 4069 members 
Mstep: Class 29 contains 2817 members 
Mstep: Class 30 contains 2943 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 3070 members 
Mstep: Class 34 contains 19249 members 
Mstep: Class 35 contains 4796 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 91161 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129314 members 
Mstep: Class 40 contains 535 members 
Mstep: Class 41 contains 100345 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2146 members 
Mstep: Class 44 contains 219890 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 2009 members 
Mstep: Class 49 contains 1031 members 
Mstep: Class 50 contains 76814 members 
Mstep: Class 52 contains 1415 members 
Mstep: Class 53 contains 680 members 
Mstep: Class 54 contains 857 members 
Mstep: Class 55 contains 245307 members 
Mstep: Class 56 contains 410 members 
Mstep: Class 57 contains 3654 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7010 members 
Mstep: Class 60 contains 159029 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90744800.000000 Penalty: 39561.332031
Iteration 180F: 61 clusters Score -9.07448e+07 nChanged 23589
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 100302 members 
Mstep: Class 4 contains 36189 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6724 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 93823 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 38334 members 
Mstep: Class 11 contains 14438 members 
Mstep: Class 12 contains 8250 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216221 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 58005 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 94548 members 
Mstep: Class 21 contains 7926 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 23 contains 15274 members 
Mstep: Class 24 contains 295 members 
Mstep: Class 25 contains 94608 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 1019 members 
Mstep: Class 28 contains 4070 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 3181 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 2782 members 
Mstep: Class 34 contains 19157 members 
Mstep: Class 35 contains 4814 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 91415 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129270 members 
Mstep: Class 40 contains 531 members 
Mstep: Class 41 contains 100741 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2157 members 
Mstep: Class 44 contains 226185 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1974 members 
Mstep: Class 49 contains 1032 members 
Mstep: Class 50 contains 75609 members 
Mstep: Class 52 contains 1413 members 
Mstep: Class 53 contains 688 members 
Mstep: Class 54 contains 865 members 
Mstep: Class 55 contains 243145 members 
Mstep: Class 56 contains 410 members 
Mstep: Class 57 contains 3614 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7035 members 
Mstep: Class 60 contains 156909 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90746112.000000 Penalty: 39561.332031
Iteration 181Q: 61 clusters Score -9.074611e+07 nChanged 23349
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 99912 members 
Mstep: Class 4 contains 36938 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 93509 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 10 contains 38329 members 
Mstep: Class 11 contains 14494 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216218 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 57893 members 
Mstep: Class 19 contains 3003 members 
Mstep: Class 20 contains 94340 members 
Mstep: Class 21 contains 8068 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 23 contains 15269 members 
Mstep: Class 24 contains 295 members 
Mstep: Class 25 contains 93553 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 4070 members 
Mstep: Class 29 contains 2817 members 
Mstep: Class 30 contains 3385 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 2524 members 
Mstep: Class 34 contains 19099 members 
Mstep: Class 35 contains 4840 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 92027 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 129315 members 
Mstep: Class 40 contains 530 members 
Mstep: Class 41 contains 101147 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2159 members 
Mstep: Class 44 contains 231912 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1947 members 
Mstep: Class 49 contains 1034 members 
Mstep: Class 50 contains 74544 members 
Mstep: Class 52 contains 1412 members 
Mstep: Class 53 contains 694 members 
Mstep: Class 54 contains 870 members 
Mstep: Class 55 contains 240297 members 
Mstep: Class 56 contains 409 members 
Mstep: Class 57 contains 3573 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7068 members 
Mstep: Class 60 contains 154994 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90747520.000000 Penalty: 39561.332031
Iteration 182Q: 61 clusters Score -9.074752e+07 nChanged 22577
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 99423 members 
Mstep: Class 4 contains 38064 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6670 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 93185 members 
Mstep: Class 9 contains 11490 members 
Mstep: Class 10 contains 38325 members 
Mstep: Class 11 contains 14541 members 
Mstep: Class 12 contains 8152 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216182 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 57795 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 94190 members 
Mstep: Class 21 contains 8224 members 
Mstep: Class 22 contains 5517 members 
Mstep: Class 23 contains 15269 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 92559 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 4068 members 
Mstep: Class 29 contains 2820 members 
Mstep: Class 30 contains 3563 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 2297 members 
Mstep: Class 34 contains 19083 members 
Mstep: Class 35 contains 4856 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 93360 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 129355 members 
Mstep: Class 40 contains 531 members 
Mstep: Class 41 contains 101521 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2155 members 
Mstep: Class 44 contains 236669 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1924 members 
Mstep: Class 49 contains 1034 members 
Mstep: Class 50 contains 73475 members 
Mstep: Class 52 contains 1409 members 
Mstep: Class 53 contains 702 members 
Mstep: Class 54 contains 873 members 
Mstep: Class 55 contains 237358 members 
Mstep: Class 56 contains 409 members 
Mstep: Class 57 contains 3547 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7092 members 
Mstep: Class 60 contains 152979 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90747632.000000 Penalty: 39561.332031
Iteration 183Q: 61 clusters Score -9.074763e+07 nChanged 21146
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 98919 members 
Mstep: Class 4 contains 39493 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 8 contains 92916 members 
Mstep: Class 9 contains 12066 members 
Mstep: Class 10 contains 38322 members 
Mstep: Class 11 contains 14602 members 
Mstep: Class 12 contains 8071 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216154 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1586 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 57714 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 94085 members 
Mstep: Class 21 contains 8376 members 
Mstep: Class 22 contains 5506 members 
Mstep: Class 23 contains 15286 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 91646 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 4069 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 3728 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 2101 members 
Mstep: Class 34 contains 19076 members 
Mstep: Class 35 contains 4863 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 95265 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 129357 members 
Mstep: Class 40 contains 534 members 
Mstep: Class 41 contains 101871 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2149 members 
Mstep: Class 44 contains 239890 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1886 members 
Mstep: Class 49 contains 1036 members 
Mstep: Class 50 contains 72556 members 
Mstep: Class 52 contains 1406 members 
Mstep: Class 53 contains 705 members 
Mstep: Class 54 contains 873 members 
Mstep: Class 55 contains 235038 members 
Mstep: Class 56 contains 408 members 
Mstep: Class 57 contains 3522 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7121 members 
Mstep: Class 60 contains 150788 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90747776.000000 Penalty: 39561.332031
Iteration 184Q: 61 clusters Score -9.074778e+07 nChanged 19864
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 98391 members 
Mstep: Class 4 contains 41096 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 92569 members 
Mstep: Class 9 contains 12579 members 
Mstep: Class 10 contains 38326 members 
Mstep: Class 11 contains 14649 members 
Mstep: Class 12 contains 7989 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216151 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 57622 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 94025 members 
Mstep: Class 21 contains 8526 members 
Mstep: Class 22 contains 5520 members 
Mstep: Class 23 contains 15301 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 90749 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 4073 members 
Mstep: Class 29 contains 2823 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1921 members 
Mstep: Class 34 contains 19057 members 
Mstep: Class 35 contains 4863 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 97992 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 129370 members 
Mstep: Class 40 contains 535 members 
Mstep: Class 41 contains 102250 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2142 members 
Mstep: Class 44 contains 241659 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1865 members 
Mstep: Class 49 contains 1039 members 
Mstep: Class 50 contains 71745 members 
Mstep: Class 52 contains 1401 members 
Mstep: Class 53 contains 710 members 
Mstep: Class 54 contains 876 members 
Mstep: Class 55 contains 233510 members 
Mstep: Class 56 contains 407 members 
Mstep: Class 57 contains 3499 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7147 members 
Mstep: Class 60 contains 148212 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90747824.000000 Penalty: 39561.332031
Iteration 185Q: 61 clusters Score -9.074782e+07 nChanged 18542
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 97828 members 
Mstep: Class 4 contains 42822 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 92212 members 
Mstep: Class 9 contains 13099 members 
Mstep: Class 10 contains 38337 members 
Mstep: Class 11 contains 14688 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216124 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1590 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 57536 members 
Mstep: Class 19 contains 2891 members 
Mstep: Class 20 contains 93992 members 
Mstep: Class 21 contains 8657 members 
Mstep: Class 22 contains 5523 members 
Mstep: Class 23 contains 15291 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 89890 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 4077 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 4002 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1740 members 
Mstep: Class 34 contains 19054 members 
Mstep: Class 35 contains 4868 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 101103 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 129411 members 
Mstep: Class 40 contains 535 members 
Mstep: Class 41 contains 102656 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2143 members 
Mstep: Class 44 contains 242038 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1846 members 
Mstep: Class 49 contains 1040 members 
Mstep: Class 50 contains 70817 members 
Mstep: Class 52 contains 1399 members 
Mstep: Class 53 contains 713 members 
Mstep: Class 54 contains 879 members 
Mstep: Class 55 contains 232951 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3486 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7159 members 
Mstep: Class 60 contains 145602 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90748696.000000 Penalty: 39561.332031
Iteration 186Q: 61 clusters Score -9.07487e+07 nChanged 17885
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 97253 members 
Mstep: Class 4 contains 44562 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 7 contains 1496 members 
Mstep: Class 8 contains 91817 members 
Mstep: Class 9 contains 13583 members 
Mstep: Class 10 contains 38341 members 
Mstep: Class 11 contains 14720 members 
Mstep: Class 12 contains 7797 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216105 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 57451 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 93955 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 23 contains 15274 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 89091 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2828 members 
Mstep: Class 30 contains 4144 members 
Mstep: Class 31 contains 551 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1581 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 4884 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 104439 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129463 members 
Mstep: Class 40 contains 535 members 
Mstep: Class 41 contains 103058 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2143 members 
Mstep: Class 44 contains 241824 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 1042 members 
Mstep: Class 50 contains 69804 members 
Mstep: Class 52 contains 1400 members 
Mstep: Class 53 contains 714 members 
Mstep: Class 54 contains 877 members 
Mstep: Class 55 contains 232971 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3479 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7163 members 
Mstep: Class 60 contains 142858 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90749872.000000 Penalty: 39561.332031
Iteration 187Q: 61 clusters Score -9.074987e+07 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 96665 members 
Mstep: Class 4 contains 46302 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1512 members 
Mstep: Class 8 contains 91452 members 
Mstep: Class 9 contains 14063 members 
Mstep: Class 10 contains 38340 members 
Mstep: Class 11 contains 14744 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216104 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 57359 members 
Mstep: Class 19 contains 2840 members 
Mstep: Class 20 contains 93905 members 
Mstep: Class 21 contains 8884 members 
Mstep: Class 22 contains 5527 members 
Mstep: Class 23 contains 15261 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 88270 members 
Mstep: Class 26 contains 448 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 4271 members 
Mstep: Class 31 contains 551 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1442 members 
Mstep: Class 34 contains 19049 members 
Mstep: Class 35 contains 4896 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 107923 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129495 members 
Mstep: Class 40 contains 535 members 
Mstep: Class 41 contains 103491 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2141 members 
Mstep: Class 44 contains 240972 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1791 members 
Mstep: Class 49 contains 1044 members 
Mstep: Class 50 contains 68827 members 
Mstep: Class 52 contains 1398 members 
Mstep: Class 53 contains 713 members 
Mstep: Class 54 contains 879 members 
Mstep: Class 55 contains 233487 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3474 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7170 members 
Mstep: Class 60 contains 140065 members 
Mstep: Class 61 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751072.000000 Penalty: 39561.332031
Iteration 188Q: 61 clusters Score -9.075107e+07 nChanged 16730
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 96015 members 
Mstep: Class 4 contains 48020 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6522 members 
Mstep: Class 7 contains 1529 members 
Mstep: Class 8 contains 91086 members 
Mstep: Class 9 contains 14489 members 
Mstep: Class 10 contains 38341 members 
Mstep: Class 11 contains 14762 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216104 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 57271 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 93836 members 
Mstep: Class 21 contains 8973 members 
Mstep: Class 22 contains 5529 members 
Mstep: Class 23 contains 15256 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 87450 members 
Mstep: Class 26 contains 450 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 4086 members 
Mstep: Class 29 contains 2837 members 
Mstep: Class 30 contains 4387 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1322 members 
Mstep: Class 34 contains 19043 members 
Mstep: Class 35 contains 4906 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 111477 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129486 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 103959 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2141 members 
Mstep: Class 44 contains 239990 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1764 members 
Mstep: Class 49 contains 1047 members 
Mstep: Class 50 contains 67738 members 
Mstep: Class 52 contains 1399 members 
Mstep: Class 53 contains 712 members 
Mstep: Class 54 contains 882 members 
Mstep: Class 55 contains 234255 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3462 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7175 members 
Mstep: Class 60 contains 137166 members 
Mstep: Class 61 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751640.000000 Penalty: 39561.332031
Iteration 189Q: 61 clusters Score -9.075164e+07 nChanged 17006
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 95307 members 
Mstep: Class 4 contains 49686 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6509 members 
Mstep: Class 7 contains 1536 members 
Mstep: Class 8 contains 90743 members 
Mstep: Class 9 contains 14848 members 
Mstep: Class 10 contains 38341 members 
Mstep: Class 11 contains 14786 members 
Mstep: Class 12 contains 7495 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216093 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 57202 members 
Mstep: Class 19 contains 2792 members 
Mstep: Class 20 contains 93747 members 
Mstep: Class 21 contains 9073 members 
Mstep: Class 22 contains 5533 members 
Mstep: Class 23 contains 15263 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 86666 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 2838 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1189 members 
Mstep: Class 34 contains 19033 members 
Mstep: Class 35 contains 4916 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 115073 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129492 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 104397 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2139 members 
Mstep: Class 44 contains 239043 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1729 members 
Mstep: Class 49 contains 1050 members 
Mstep: Class 50 contains 66763 members 
Mstep: Class 52 contains 1399 members 
Mstep: Class 53 contains 716 members 
Mstep: Class 54 contains 884 members 
Mstep: Class 55 contains 235214 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3454 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7176 members 
Mstep: Class 60 contains 134062 members 
Mstep: Class 61 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751968.000000 Penalty: 39561.332031
Iteration 190Q: 61 clusters Score -9.075197e+07 nChanged 16890
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 94594 members 
Mstep: Class 4 contains 51309 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6492 members 
Mstep: Class 7 contains 1540 members 
Mstep: Class 8 contains 90380 members 
Mstep: Class 9 contains 15149 members 
Mstep: Class 10 contains 38342 members 
Mstep: Class 11 contains 14816 members 
Mstep: Class 12 contains 7403 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216124 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 57133 members 
Mstep: Class 19 contains 2779 members 
Mstep: Class 20 contains 93691 members 
Mstep: Class 21 contains 9175 members 
Mstep: Class 22 contains 5535 members 
Mstep: Class 23 contains 15268 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 85967 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 4085 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 4594 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1070 members 
Mstep: Class 34 contains 19037 members 
Mstep: Class 35 contains 4929 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 118615 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129455 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 104763 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2137 members 
Mstep: Class 44 contains 238155 members 
Mstep: Class 45 contains 807 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1675 members 
Mstep: Class 49 contains 1051 members 
Mstep: Class 50 contains 65806 members 
Mstep: Class 52 contains 1396 members 
Mstep: Class 53 contains 721 members 
Mstep: Class 54 contains 885 members 
Mstep: Class 55 contains 236253 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3445 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7182 members 
Mstep: Class 60 contains 130824 members 
Mstep: Class 61 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751928.000000 Penalty: 39561.332031
Iteration 191Q: 61 clusters Score -9.075193e+07 nChanged 16633
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 93823 members 
Mstep: Class 4 contains 52833 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 1545 members 
Mstep: Class 8 contains 90009 members 
Mstep: Class 9 contains 15370 members 
Mstep: Class 10 contains 38342 members 
Mstep: Class 11 contains 14840 members 
Mstep: Class 12 contains 7332 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216134 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 57050 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 20 contains 93650 members 
Mstep: Class 21 contains 9249 members 
Mstep: Class 22 contains 5538 members 
Mstep: Class 23 contains 15292 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 85279 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4085 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 4681 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 955 members 
Mstep: Class 34 contains 19043 members 
Mstep: Class 35 contains 4937 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 122270 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129435 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 105177 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2136 members 
Mstep: Class 44 contains 237597 members 
Mstep: Class 45 contains 808 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 1646 members 
Mstep: Class 49 contains 1051 members 
Mstep: Class 50 contains 64867 members 
Mstep: Class 52 contains 1396 members 
Mstep: Class 53 contains 722 members 
Mstep: Class 54 contains 888 members 
Mstep: Class 55 contains 236796 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3436 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7191 members 
Mstep: Class 60 contains 127745 members 
Mstep: Class 61 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751568.000000 Penalty: 39561.332031
Iteration 192Q: 61 clusters Score -9.075157e+07 nChanged 16303
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 93115 members 
Mstep: Class 4 contains 54387 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 1551 members 
Mstep: Class 8 contains 89673 members 
Mstep: Class 9 contains 15539 members 
Mstep: Class 10 contains 38341 members 
Mstep: Class 11 contains 14841 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216145 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 56981 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 93605 members 
Mstep: Class 21 contains 9319 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 15314 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 84584 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 4767 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 19047 members 
Mstep: Class 35 contains 4943 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 125346 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129357 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 105661 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2134 members 
Mstep: Class 44 contains 237065 members 
Mstep: Class 45 contains 810 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1613 members 
Mstep: Class 49 contains 1052 members 
Mstep: Class 50 contains 63837 members 
Mstep: Class 52 contains 1390 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 890 members 
Mstep: Class 55 contains 237416 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3430 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7203 members 
Mstep: Class 60 contains 125113 members 
Mstep: Class 61 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751416.000000 Penalty: 39561.332031
Iteration 193Q: 61 clusters Score -9.075142e+07 nChanged 15407
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 92367 members 
Mstep: Class 4 contains 55868 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 89315 members 
Mstep: Class 9 contains 15656 members 
Mstep: Class 10 contains 38340 members 
Mstep: Class 11 contains 14871 members 
Mstep: Class 12 contains 7206 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216145 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 56922 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 20 contains 93578 members 
Mstep: Class 21 contains 9388 members 
Mstep: Class 22 contains 5553 members 
Mstep: Class 23 contains 15345 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 83807 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 2820 members 
Mstep: Class 30 contains 4836 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 19041 members 
Mstep: Class 35 contains 4948 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 127660 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129286 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 106182 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2133 members 
Mstep: Class 44 contains 236665 members 
Mstep: Class 45 contains 812 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1581 members 
Mstep: Class 49 contains 1052 members 
Mstep: Class 50 contains 62833 members 
Mstep: Class 52 contains 1381 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 891 members 
Mstep: Class 55 contains 237919 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3425 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7219 members 
Mstep: Class 60 contains 123183 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751664.000000 Penalty: 39561.332031
Iteration 194Q: 61 clusters Score -9.075166e+07 nChanged 14521
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 91706 members 
Mstep: Class 4 contains 57394 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 88962 members 
Mstep: Class 9 contains 15710 members 
Mstep: Class 10 contains 38345 members 
Mstep: Class 11 contains 14901 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216147 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56902 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 20 contains 93558 members 
Mstep: Class 21 contains 9453 members 
Mstep: Class 22 contains 5567 members 
Mstep: Class 23 contains 15378 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 82928 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4082 members 
Mstep: Class 29 contains 2820 members 
Mstep: Class 30 contains 4887 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 19032 members 
Mstep: Class 35 contains 4952 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 128913 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129165 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 106710 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2135 members 
Mstep: Class 44 contains 236365 members 
Mstep: Class 45 contains 813 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1538 members 
Mstep: Class 49 contains 1055 members 
Mstep: Class 50 contains 61614 members 
Mstep: Class 52 contains 1379 members 
Mstep: Class 53 contains 722 members 
Mstep: Class 54 contains 894 members 
Mstep: Class 55 contains 238148 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3418 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7224 members 
Mstep: Class 60 contains 122601 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751512.000000 Penalty: 39561.332031
Iteration 195Q: 61 clusters Score -9.075151e+07 nChanged 13158
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 91047 members 
Mstep: Class 4 contains 58910 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 88682 members 
Mstep: Class 9 contains 15697 members 
Mstep: Class 10 contains 38345 members 
Mstep: Class 11 contains 14944 members 
Mstep: Class 12 contains 7095 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216151 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56877 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 93542 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 5567 members 
Mstep: Class 23 contains 15429 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 81994 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 4946 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 572 members 
Mstep: Class 34 contains 19029 members 
Mstep: Class 35 contains 4956 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 129029 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129011 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 107227 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2133 members 
Mstep: Class 44 contains 236021 members 
Mstep: Class 45 contains 815 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1498 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 60425 members 
Mstep: Class 52 contains 1373 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 895 members 
Mstep: Class 55 contains 238336 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3417 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7230 members 
Mstep: Class 60 contains 123207 members 
Mstep: Class 61 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 33. Lose 633.924866 but Gain 659.355469
Score: -90751480.000000 Penalty: 38901.976562
Iteration 196Q: 60 clusters Score -9.075148e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 90541 members 
Mstep: Class 4 contains 60449 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 88390 members 
Mstep: Class 9 contains 15663 members 
Mstep: Class 10 contains 38340 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216144 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56860 members 
Mstep: Class 19 contains 2745 members 
Mstep: Class 20 contains 93518 members 
Mstep: Class 21 contains 9570 members 
Mstep: Class 22 contains 5578 members 
Mstep: Class 23 contains 15497 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 80783 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4078 members 
Mstep: Class 29 contains 2813 members 
Mstep: Class 30 contains 4995 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 34 contains 19038 members 
Mstep: Class 35 contains 4958 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 128525 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128878 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 107789 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2133 members 
Mstep: Class 44 contains 235707 members 
Mstep: Class 45 contains 817 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1458 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 59387 members 
Mstep: Class 52 contains 1367 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 896 members 
Mstep: Class 55 contains 238352 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3413 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7240 members 
Mstep: Class 60 contains 124628 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90752376.000000 Penalty: 38901.976562
Iteration 197Q: 60 clusters Score -9.075238e+07 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89953 members 
Mstep: Class 4 contains 61954 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 88017 members 
Mstep: Class 9 contains 15614 members 
Mstep: Class 10 contains 38337 members 
Mstep: Class 11 contains 15014 members 
Mstep: Class 12 contains 6962 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216152 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56819 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 20 contains 93496 members 
Mstep: Class 21 contains 9641 members 
Mstep: Class 22 contains 5579 members 
Mstep: Class 23 contains 15562 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 79238 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4077 members 
Mstep: Class 29 contains 2813 members 
Mstep: Class 30 contains 5037 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 34 contains 19041 members 
Mstep: Class 35 contains 4958 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 127800 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128728 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 108407 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2133 members 
Mstep: Class 44 contains 235482 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1383 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 58034 members 
Mstep: Class 52 contains 1363 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 238188 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3405 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7252 members 
Mstep: Class 60 contains 126357 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90753032.000000 Penalty: 38901.976562
Iteration 198Q: 60 clusters Score -9.075303e+07 nChanged 12916
Entering ConstructFrom: 
Score: -90753032.000000 Penalty: 38901.976562
Entering ConstructFrom: 
Trying to split cluster 1 (69667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Entering Unmasked Estep 
Score: -3554923.250000 Penalty: 507.392426
	Iteration 0F: 2 clusters Score -3554923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -3507897.250000 Penalty: 1014.784851
	Iteration 0F: 3 clusters Score -3507897 nChanged 34043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -3529844.750000 Penalty: 1014.784851
	Iteration 1F: 3 clusters Score -3529845 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -3531897.250000 Penalty: 1014.784851
	Iteration 2F: 3 clusters Score -3531897 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -3535260.500000 Penalty: 1014.784851
	Iteration 3F: 3 clusters Score -3535260 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -3540190.000000 Penalty: 1014.784851
	Iteration 4F: 3 clusters Score -3540190 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -3545400.500000 Penalty: 1014.784851
	Iteration 5F: 3 clusters Score -3545400 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -3548465.500000 Penalty: 1014.784851
	Iteration 6F: 3 clusters Score -3548466 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -3550042.750000 Penalty: 1014.784851
	Iteration 7Q: 3 clusters Score -3550043 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -3551078.250000 Penalty: 1014.784851
	Iteration 8Q: 3 clusters Score -3551078 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -3551842.750000 Penalty: 1014.784851
	Iteration 9Q: 3 clusters Score -3551843 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -3552345.500000 Penalty: 1014.784851
	Iteration 10Q: 3 clusters Score -3552346 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -3552621.500000 Penalty: 1014.784851
	Iteration 11Q: 3 clusters Score -3552622 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -3552779.500000 Penalty: 1014.784851
	Iteration 12Q: 3 clusters Score -3552780 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -3552890.750000 Penalty: 1014.784851
	Iteration 13Q: 3 clusters Score -3552891 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -3552969.250000 Penalty: 1014.784851
	Iteration 14Q: 3 clusters Score -3552969 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -3553021.750000 Penalty: 1014.784851
	Iteration 15Q: 3 clusters Score -3553022 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -3553068.250000 Penalty: 1014.784851
	Iteration 16Q: 3 clusters Score -3553068 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -3553079.250000 Penalty: 1014.784851
	Iteration 17Q: 3 clusters Score -3553079 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -3553104.500000 Penalty: 1014.784851
	Iteration 18Q: 3 clusters Score -3553104 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -3553103.500000 Penalty: 1014.784851
	Iteration 19Q: 3 clusters Score -3553104 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -3553110.000000 Penalty: 1014.784851
	Iteration 20F: 3 clusters Score -3553110 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -3553123.500000 Penalty: 1014.784851
	Iteration 21Q: 3 clusters Score -3553124 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -3553144.500000 Penalty: 1014.784851
	Iteration 22Q: 3 clusters Score -3553144 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -3553146.750000 Penalty: 1014.784851
	Iteration 23Q: 3 clusters Score -3553147 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -3553148.500000 Penalty: 1014.784851
	Iteration 24Q: 3 clusters Score -3553148 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -3553160.500000 Penalty: 1014.784851
	Iteration 25Q: 3 clusters Score -3553160 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -3553170.000000 Penalty: 1014.784851
	Iteration 26Q: 3 clusters Score -3553170 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -3553170.000000 Penalty: 1014.784851
	Iteration 27Q: 3 clusters Score -3553170 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -3553196.750000 Penalty: 1014.784851
	Iteration 28Q: 3 clusters Score -3553197 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -3553206.000000 Penalty: 1014.784851
	Iteration 29Q: 3 clusters Score -3553206 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -3553218.000000 Penalty: 1014.784851
	Iteration 30Q: 3 clusters Score -3553218 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -3553224.250000 Penalty: 1014.784851
	Iteration 31Q: 3 clusters Score -3553224 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -3553226.500000 Penalty: 1014.784851
	Iteration 32Q: 3 clusters Score -3553226 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -3553246.000000 Penalty: 1014.784851
	Iteration 33Q: 3 clusters Score -3553246 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -3553252.000000 Penalty: 1014.784851
	Iteration 34Q: 3 clusters Score -3553252 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -3553262.750000 Penalty: 1014.784851
	Iteration 35Q: 3 clusters Score -3553263 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -3553259.500000 Penalty: 1014.784851
	Iteration 36Q: 3 clusters Score -3553260 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -3553248.250000 Penalty: 1014.784851
	Iteration 37Q: 3 clusters Score -3553248 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -3553252.250000 Penalty: 1014.784851
	Iteration 38Q: 3 clusters Score -3553252 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -3553245.750000 Penalty: 1014.784851
	Iteration 39Q: 3 clusters Score -3553246 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -3553247.500000 Penalty: 1014.784851
	Iteration 40F: 3 clusters Score -3553248 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -3553246.250000 Penalty: 1014.784851
	Iteration 41Q: 3 clusters Score -3553246 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -3553252.750000 Penalty: 1014.784851
	Iteration 42Q: 3 clusters Score -3553253 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -3553254.000000 Penalty: 1014.784851
	Iteration 43Q: 3 clusters Score -3553254 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -3553256.000000 Penalty: 1014.784851
	Iteration 44Q: 3 clusters Score -3553256 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -3553267.500000 Penalty: 1014.784851
	Iteration 45Q: 3 clusters Score -3553268 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -3553257.000000 Penalty: 1014.784851
	Iteration 46Q: 3 clusters Score -3553257 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -3553248.000000 Penalty: 1014.784851
	Iteration 47Q: 3 clusters Score -3553248 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -3553269.000000 Penalty: 1014.784851
	Iteration 48Q: 3 clusters Score -3553269 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -3553279.000000 Penalty: 1014.784851
	Iteration 49Q: 3 clusters Score -3553279 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -3553293.750000 Penalty: 1014.784851
	Iteration 50Q: 3 clusters Score -3553294 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -3553323.250000 Penalty: 1014.784851
	Iteration 51Q: 3 clusters Score -3553323 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -3553324.000000 Penalty: 1014.784851
	Iteration 52Q: 3 clusters Score -3553324 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -3553330.500000 Penalty: 1014.784851
	Iteration 53Q: 3 clusters Score -3553330 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -3553336.500000 Penalty: 1014.784851
	Iteration 54Q: 3 clusters Score -3553336 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -3553344.500000 Penalty: 1014.784851
	Iteration 55Q: 3 clusters Score -3553344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -3553339.500000 Penalty: 1014.784851
	Iteration 56Q: 3 clusters Score -3553340 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -3553339.750000 Penalty: 1014.784851
	Iteration 57Q: 3 clusters Score -3553340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -3553346.000000 Penalty: 1014.784851
	Iteration 58Q: 3 clusters Score -3553346 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -3553342.750000 Penalty: 1014.784851
	Iteration 59Q: 3 clusters Score -3553343 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -3553343.750000 Penalty: 1014.784851
	Iteration 60F: 3 clusters Score -3553344 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -3553343.500000 Penalty: 1014.784851
	Iteration 61Q: 3 clusters Score -3553344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -3553343.750000 Penalty: 1014.784851
	Iteration 62Q: 3 clusters Score -3553344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -3553347.250000 Penalty: 1014.784851
	Iteration 63Q: 3 clusters Score -3553347 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -3553343.000000 Penalty: 1014.784851
	Iteration 64Q: 3 clusters Score -3553343 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -3553345.000000 Penalty: 1014.784851
	Iteration 65Q: 3 clusters Score -3553345 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -3553356.000000 Penalty: 1014.784851
	Iteration 66Q: 3 clusters Score -3553356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -3553368.500000 Penalty: 1014.784851
	Iteration 67Q: 3 clusters Score -3553368 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -3553363.000000 Penalty: 1014.784851
	Iteration 68Q: 3 clusters Score -3553363 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3553364 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3553376 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -3553390.250000 Penalty: 1014.784851
	Iteration 71Q: 3 clusters Score -3553390 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -3553389.500000 Penalty: 1014.784851
	Iteration 72Q: 3 clusters Score -3553390 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -3553402.750000 Penalty: 1014.784851
	Iteration 73Q: 3 clusters Score -3553403 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -3553408.250000 Penalty: 1014.784851
	Iteration 74Q: 3 clusters Score -3553408 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -3553409.000000 Penalty: 1014.784851
	Iteration 75Q: 3 clusters Score -3553409 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -3553407.750000 Penalty: 1014.784851
	Iteration 76Q: 3 clusters Score -3553408 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -3553429.500000 Penalty: 1014.784851
	Iteration 77Q: 3 clusters Score -3553430 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -3553436.750000 Penalty: 1014.784851
	Iteration 78Q: 3 clusters Score -3553437 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -3553429.250000 Penalty: 1014.784851
	Iteration 79Q: 3 clusters Score -3553429 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -3553457.000000 Penalty: 1014.784851
	Iteration 80F: 3 clusters Score -3553457 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -3553451.500000 Penalty: 1014.784851
	Iteration 81Q: 3 clusters Score -3553452 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -3553457.250000 Penalty: 1014.784851
	Iteration 82Q: 3 clusters Score -3553457 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -3553462.250000 Penalty: 1014.784851
	Iteration 83Q: 3 clusters Score -3553462 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -3553457.250000 Penalty: 1014.784851
	Iteration 84Q: 3 clusters Score -3553457 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -3553459.250000 Penalty: 1014.784851
	Iteration 85Q: 3 clusters Score -3553459 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -3553457.000000 Penalty: 1014.784851
	Iteration 86Q: 3 clusters Score -3553457 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -3553471.000000 Penalty: 1014.784851
	Iteration 87Q: 3 clusters Score -3553471 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -3553468.500000 Penalty: 1014.784851
	Iteration 88Q: 3 clusters Score -3553468 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -3553472.250000 Penalty: 1014.784851
	Iteration 89Q: 3 clusters Score -3553472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -3553484.250000 Penalty: 1014.784851
	Iteration 90Q: 3 clusters Score -3553484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -3553481.750000 Penalty: 1014.784851
	Iteration 91Q: 3 clusters Score -3553482 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -3553469.250000 Penalty: 1014.784851
	Iteration 92Q: 3 clusters Score -3553469 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -3553473.500000 Penalty: 1014.784851
	Iteration 93Q: 3 clusters Score -3553474 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -3553467.000000 Penalty: 1014.784851
	Iteration 94Q: 3 clusters Score -3553467 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
Score: -3553477.250000 Penalty: 1014.784851
	Iteration 95Q: 3 clusters Score -3553477 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -3553470.500000 Penalty: 1014.784851
	Iteration 96Q: 3 clusters Score -3553470 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -3553483.750000 Penalty: 1014.784851
	Iteration 97Q: 3 clusters Score -3553484 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -3553482.500000 Penalty: 1014.784851
	Iteration 98Q: 3 clusters Score -3553482 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -3553493.000000 Penalty: 1014.784851
	Iteration 99Q: 3 clusters Score -3553493 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -3553490.000000 Penalty: 1014.784851
	Iteration 100F: 3 clusters Score -3553490 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -3553500.250000 Penalty: 1014.784851
	Iteration 101Q: 3 clusters Score -3553500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -3553499.500000 Penalty: 1014.784851
	Iteration 102Q: 3 clusters Score -3553500 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -3553505.250000 Penalty: 1014.784851
	Iteration 103Q: 3 clusters Score -3553505 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -3553510.000000 Penalty: 1014.784851
	Iteration 104Q: 3 clusters Score -3553510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -3553508.500000 Penalty: 1014.784851
	Iteration 105Q: 3 clusters Score -3553508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -3553500.250000 Penalty: 1014.784851
	Iteration 106Q: 3 clusters Score -3553500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -3553505.000000 Penalty: 1014.784851
	Iteration 107Q: 3 clusters Score -3553505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -3553502.000000 Penalty: 1014.784851
	Iteration 108Q: 3 clusters Score -3553502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -3553513.250000 Penalty: 1014.784851
	Iteration 109Q: 3 clusters Score -3553513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -3553515.000000 Penalty: 1014.784851
	Iteration 110Q: 3 clusters Score -3553515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -3553507.750000 Penalty: 1014.784851
	Iteration 111Q: 3 clusters Score -3553508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -3553511.750000 Penalty: 1014.784851
	Iteration 112Q: 3 clusters Score -3553512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -3553512.000000 Penalty: 1014.784851
	Iteration 113Q: 3 clusters Score -3553512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -3553516.500000 Penalty: 1014.784851
	Iteration 114Q: 3 clusters Score -3553516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -3553525.750000 Penalty: 1014.784851
	Iteration 115Q: 3 clusters Score -3553526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -3553531.750000 Penalty: 1014.784851
	Iteration 116Q: 3 clusters Score -3553532 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -3553530.500000 Penalty: 1014.784851
	Iteration 117Q: 3 clusters Score -3553530 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -3553542.000000 Penalty: 1014.784851
	Iteration 118Q: 3 clusters Score -3553542 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -3553557.250000 Penalty: 1014.784851
	Iteration 119Q: 3 clusters Score -3553557 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -3553558.250000 Penalty: 1014.784851
	Iteration 120F: 3 clusters Score -3553558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -3553560.500000 Penalty: 1014.784851
	Iteration 121Q: 3 clusters Score -3553560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -3553571.500000 Penalty: 1014.784851
	Iteration 122Q: 3 clusters Score -3553572 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -3553575.250000 Penalty: 1014.784851
	Iteration 123Q: 3 clusters Score -3553575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 61881 members 
Entering Unmasked Estep 
Score: -3553575.000000 Penalty: 1014.784851
	Iteration 124Q: 3 clusters Score -3553575 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -3553571.250000 Penalty: 1014.784851
	Iteration 125Q: 3 clusters Score -3553571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -3553567.500000 Penalty: 1014.784851
	Iteration 126Q: 3 clusters Score -3553568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -3553565.250000 Penalty: 1014.784851
	Iteration 127Q: 3 clusters Score -3553565 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -3553562.250000 Penalty: 1014.784851
	Iteration 128Q: 3 clusters Score -3553562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -3553564.250000 Penalty: 1014.784851
	Iteration 129Q: 3 clusters Score -3553564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3553565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -3553565.750000 Penalty: 1014.784851
	Iteration 131Q: 3 clusters Score -3553566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -3553574.250000 Penalty: 1014.784851
	Iteration 132Q: 3 clusters Score -3553574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -3553571.000000 Penalty: 1014.784851
	Iteration 133Q: 3 clusters Score -3553571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -3553580.250000 Penalty: 1014.784851
	Iteration 134Q: 3 clusters Score -3553580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -3553590.000000 Penalty: 1014.784851
	Iteration 135Q: 3 clusters Score -3553590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -3553602.250000 Penalty: 1014.784851
	Iteration 136Q: 3 clusters Score -3553602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -3553609.750000 Penalty: 1014.784851
	Iteration 137Q: 3 clusters Score -3553610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -3553613.750000 Penalty: 1014.784851
	Iteration 138Q: 3 clusters Score -3553614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -3553606.750000 Penalty: 1014.784851
	Iteration 139Q: 3 clusters Score -3553607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -3553610.750000 Penalty: 1014.784851
	Iteration 140F: 3 clusters Score -3553611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -3553611.000000 Penalty: 1014.784851
	Iteration 141Q: 3 clusters Score -3553611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -3553624.500000 Penalty: 1014.784851
	Iteration 142Q: 3 clusters Score -3553624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -3553620.250000 Penalty: 1014.784851
	Iteration 143Q: 3 clusters Score -3553620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -3553621.000000 Penalty: 1014.784851
	Iteration 144Q: 3 clusters Score -3553621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -3553613.250000 Penalty: 1014.784851
	Iteration 145Q: 3 clusters Score -3553613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -3553618.250000 Penalty: 1014.784851
	Iteration 146Q: 3 clusters Score -3553618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -3553625.500000 Penalty: 1014.784851
	Iteration 147Q: 3 clusters Score -3553626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -3553626.250000 Penalty: 1014.784851
	Iteration 148Q: 3 clusters Score -3553626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -3553642.750000 Penalty: 1014.784851
	Iteration 149Q: 3 clusters Score -3553643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -3553636.500000 Penalty: 1014.784851
	Iteration 150Q: 3 clusters Score -3553636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -3553633.750000 Penalty: 1014.784851
	Iteration 151Q: 3 clusters Score -3553634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -3553628.750000 Penalty: 1014.784851
	Iteration 152Q: 3 clusters Score -3553629 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -3553633.000000 Penalty: 1014.784851
	Iteration 153Q: 3 clusters Score -3553633 nChanged 26
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Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -3553640.750000 Penalty: 1014.784851
	Iteration 154Q: 3 clusters Score -3553641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -3553645.750000 Penalty: 1014.784851
	Iteration 155Q: 3 clusters Score -3553646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -3553643.250000 Penalty: 1014.784851
	Iteration 156Q: 3 clusters Score -3553643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -3553651.000000 Penalty: 1014.784851
	Iteration 157Q: 3 clusters Score -3553651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -3553652.000000 Penalty: 1014.784851
	Iteration 158Q: 3 clusters Score -3553652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -3553658.500000 Penalty: 1014.784851
	Iteration 159Q: 3 clusters Score -3553658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -3553660.000000 Penalty: 1014.784851
	Iteration 160F: 3 clusters Score -3553660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -3553665.750000 Penalty: 1014.784851
	Iteration 161Q: 3 clusters Score -3553666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -3553666.250000 Penalty: 1014.784851
	Iteration 162Q: 3 clusters Score -3553666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -3553668.000000 Penalty: 1014.784851
	Iteration 163Q: 3 clusters Score -3553668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -3553672.750000 Penalty: 1014.784851
	Iteration 164Q: 3 clusters Score -3553673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -3553665.250000 Penalty: 1014.784851
	Iteration 165Q: 3 clusters Score -3553665 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -3553671.250000 Penalty: 1014.784851
	Iteration 166Q: 3 clusters Score -3553671 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -3553672.500000 Penalty: 1014.784851
	Iteration 167Q: 3 clusters Score -3553672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -3553675.000000 Penalty: 1014.784851
	Iteration 168Q: 3 clusters Score -3553675 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -3553678.500000 Penalty: 1014.784851
	Iteration 169Q: 3 clusters Score -3553678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -3553682.250000 Penalty: 1014.784851
	Iteration 170Q: 3 clusters Score -3553682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -3553685.500000 Penalty: 1014.784851
	Iteration 171Q: 3 clusters Score -3553686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -3553688.250000 Penalty: 1014.784851
	Iteration 172Q: 3 clusters Score -3553688 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -3553697.250000 Penalty: 1014.784851
	Iteration 173Q: 3 clusters Score -3553697 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -3553701.750000 Penalty: 1014.784851
	Iteration 174Q: 3 clusters Score -3553702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -3553705.750000 Penalty: 1014.784851
	Iteration 175Q: 3 clusters Score -3553706 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -3553716.750000 Penalty: 1014.784851
	Iteration 176Q: 3 clusters Score -3553717 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -3553717.250000 Penalty: 1014.784851
	Iteration 177Q: 3 clusters Score -3553717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -3553730.250000 Penalty: 1014.784851
	Iteration 178Q: 3 clusters Score -3553730 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -3553736.250000 Penalty: 1014.784851
	Iteration 179Q: 3 clusters Score -3553736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -3553745.250000 Penalty: 1014.784851
	Iteration 180F: 3 clusters Score -3553745 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -3553761.500000 Penalty: 1014.784851
	Iteration 181Q: 3 clusters Score -3553762 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -3553775.250000 Penalty: 1014.784851
	Iteration 182Q: 3 clusters Score -3553775 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -3553786.250000 Penalty: 1014.784851
	Iteration 183Q: 3 clusters Score -3553786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -3553796.000000 Penalty: 1014.784851
	Iteration 184Q: 3 clusters Score -3553796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -3553817.750000 Penalty: 1014.784851
	Iteration 185Q: 3 clusters Score -3553818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -3553845.750000 Penalty: 1014.784851
	Iteration 186Q: 3 clusters Score -3553846 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -3553871.500000 Penalty: 1014.784851
	Iteration 187Q: 3 clusters Score -3553872 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -3553874.750000 Penalty: 1014.784851
	Iteration 188Q: 3 clusters Score -3553875 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -3553901.500000 Penalty: 1014.784851
	Iteration 189Q: 3 clusters Score -3553902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -3553906.250000 Penalty: 1014.784851
	Iteration 190Q: 3 clusters Score -3553906 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -3553930.500000 Penalty: 1014.784851
	Iteration 191Q: 3 clusters Score -3553930 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 66673 members 
Entering Unmasked Estep 
Score: -3553943.000000 Penalty: 1014.784851
	Iteration 192Q: 3 clusters Score -3553943 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -3553968.750000 Penalty: 1014.784851
	Iteration 193Q: 3 clusters Score -3553969 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -3553987.250000 Penalty: 1014.784851
	Iteration 194Q: 3 clusters Score -3553987 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -3553999.250000 Penalty: 1014.784851
	Iteration 195Q: 3 clusters Score -3553999 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -3554013.750000 Penalty: 1014.784851
	Iteration 196Q: 3 clusters Score -3554014 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 67371 members 
Entering Unmasked Estep 
Score: -3554039.000000 Penalty: 1014.784851
	Iteration 197Q: 3 clusters Score -3554039 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -3554068.250000 Penalty: 1014.784851
	Iteration 198Q: 3 clusters Score -3554068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -3554080.000000 Penalty: 1014.784851
	Iteration 199Q: 3 clusters Score -3554080 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -3554114.000000 Penalty: 1014.784851
	Iteration 200F: 3 clusters Score -3554114 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -3554154.250000 Penalty: 1014.784851
	Iteration 201Q: 3 clusters Score -3554154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -3554178.500000 Penalty: 1014.784851
	Iteration 202Q: 3 clusters Score -3554178 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -3554202.250000 Penalty: 1014.784851
	Iteration 203Q: 3 clusters Score -3554202 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -3554233.000000 Penalty: 1014.784851
	Iteration 204Q: 3 clusters Score -3554233 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -3554249.250000 Penalty: 1014.784851
	Iteration 205Q: 3 clusters Score -3554249 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -3554269.750000 Penalty: 1014.784851
	Iteration 206Q: 3 clusters Score -3554270 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -3554292.500000 Penalty: 1014.784851
	Iteration 207Q: 3 clusters Score -3554292 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -3554310.250000 Penalty: 1014.784851
	Iteration 208Q: 3 clusters Score -3554310 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -3554323.500000 Penalty: 1014.784851
	Iteration 209Q: 3 clusters Score -3554324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -3554341.500000 Penalty: 1014.784851
	Iteration 210Q: 3 clusters Score -3554342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -3554362.750000 Penalty: 1014.784851
	Iteration 211Q: 3 clusters Score -3554363 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -3554388.500000 Penalty: 1014.784851
	Iteration 212Q: 3 clusters Score -3554388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -3554401.750000 Penalty: 1014.784851
	Iteration 213Q: 3 clusters Score -3554402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -3554417.500000 Penalty: 1014.784851
	Iteration 214Q: 3 clusters Score -3554418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -3554430.500000 Penalty: 1014.784851
	Iteration 215Q: 3 clusters Score -3554430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -3554443.750000 Penalty: 1014.784851
	Iteration 216Q: 3 clusters Score -3554444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -3554458.500000 Penalty: 1014.784851
	Iteration 217Q: 3 clusters Score -3554458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 69113 members 
Entering Unmasked Estep 
Score: -3554469.000000 Penalty: 1014.784851
	Iteration 218Q: 3 clusters Score -3554469 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -3554483.750000 Penalty: 1014.784851
	Iteration 219Q: 3 clusters Score -3554484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -3554497.750000 Penalty: 1014.784851
	Iteration 220F: 3 clusters Score -3554498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -3554506.500000 Penalty: 1014.784851
	Iteration 221Q: 3 clusters Score -3554506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -3554516.000000 Penalty: 1014.784851
	Iteration 222Q: 3 clusters Score -3554516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -3554525.250000 Penalty: 1014.784851
	Iteration 223Q: 3 clusters Score -3554525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -3554525.750000 Penalty: 1014.784851
	Iteration 224Q: 3 clusters Score -3554526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -3554523.750000 Penalty: 1014.784851
	Iteration 225Q: 3 clusters Score -3554524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -3554524.500000 Penalty: 1014.784851
	Iteration 226Q: 3 clusters Score -3554524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -3554529.000000 Penalty: 1014.784851
	Iteration 227Q: 3 clusters Score -3554529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -3554531.250000 Penalty: 1014.784851
	Iteration 228Q: 3 clusters Score -3554531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -3554532.500000 Penalty: 1014.784851
	Iteration 229Q: 3 clusters Score -3554532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -3554537.500000 Penalty: 1014.784851
	Iteration 230Q: 3 clusters Score -3554538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -3554535.250000 Penalty: 1014.784851
	Iteration 231Q: 3 clusters Score -3554535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -3554536.750000 Penalty: 1014.784851
	Iteration 232Q: 3 clusters Score -3554537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -3554536.500000 Penalty: 1014.784851
	Iteration 233Q: 3 clusters Score -3554536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 69274 members 
Entering Unmasked Estep 
Score: -3554537.750000 Penalty: 1014.784851
	Iteration 234Q: 3 clusters Score -3554538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -3554539.250000 Penalty: 1014.784851
	Iteration 235Q: 3 clusters Score -3554539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -3554544.750000 Penalty: 1014.784851
	Iteration 236Q: 3 clusters Score -3554545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -3554545.500000 Penalty: 1014.784851
	Iteration 237Q: 3 clusters Score -3554546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -3554545.250000 Penalty: 1014.784851
	Iteration 238Q: 3 clusters Score -3554545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -3554545.250000 Penalty: 1014.784851
	Iteration 239Q: 3 clusters Score -3554545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -3554544.000000 Penalty: 1014.784851
	Iteration 240F: 3 clusters Score -3554544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Entering Unmasked Estep 
Score: -350164.968750 Penalty: 404.776062
	Iteration 0F: 2 clusters Score -350165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -345309.687500 Penalty: 809.552124
	Iteration 0F: 3 clusters Score -345309.7 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -347309.718750 Penalty: 809.552124
	Iteration 1F: 3 clusters Score -347309.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -347583.500000 Penalty: 809.552124
	Iteration 2F: 3 clusters Score -347583.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -347856.937500 Penalty: 809.552124
	Iteration 3F: 3 clusters Score -347856.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -348116.312500 Penalty: 809.552124
	Iteration 4F: 3 clusters Score -348116.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -348397.500000 Penalty: 809.552124
	Iteration 5F: 3 clusters Score -348397.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -348673.343750 Penalty: 809.552124
	Iteration 6F: 3 clusters Score -348673.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -348956.218750 Penalty: 809.552124
	Iteration 7Q: 3 clusters Score -348956.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -349192.093750 Penalty: 809.552124
	Iteration 8Q: 3 clusters Score -349192.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -349342.093750 Penalty: 809.552124
	Iteration 9Q: 3 clusters Score -349342.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -349447.937500 Penalty: 809.552124
	Iteration 10Q: 3 clusters Score -349447.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -349522.218750 Penalty: 809.552124
	Iteration 11Q: 3 clusters Score -349522.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -349578.468750 Penalty: 809.552124
	Iteration 12Q: 3 clusters Score -349578.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -349609.875000 Penalty: 809.552124
	Iteration 13Q: 3 clusters Score -349609.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -349646.906250 Penalty: 809.552124
	Iteration 14Q: 3 clusters Score -349646.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -349677.625000 Penalty: 809.552124
	Iteration 15Q: 3 clusters Score -349677.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -349704.812500 Penalty: 809.552124
	Iteration 16Q: 3 clusters Score -349704.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -349729.312500 Penalty: 809.552124
	Iteration 17Q: 3 clusters Score -349729.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -349747.750000 Penalty: 809.552124
	Iteration 18Q: 3 clusters Score -349747.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -349760.531250 Penalty: 809.552124
	Iteration 19Q: 3 clusters Score -349760.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -349770.968750 Penalty: 809.552124
	Iteration 20F: 3 clusters Score -349771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -349780.906250 Penalty: 809.552124
	Iteration 21Q: 3 clusters Score -349780.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -349788.875000 Penalty: 809.552124
	Iteration 22Q: 3 clusters Score -349788.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -349795.281250 Penalty: 809.552124
	Iteration 23Q: 3 clusters Score -349795.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -349799.812500 Penalty: 809.552124
	Iteration 24Q: 3 clusters Score -349799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -349803.843750 Penalty: 809.552124
	Iteration 25Q: 3 clusters Score -349803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -349808.093750 Penalty: 809.552124
	Iteration 26Q: 3 clusters Score -349808.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -349816.156250 Penalty: 809.552124
	Iteration 27Q: 3 clusters Score -349816.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -349822.000000 Penalty: 809.552124
	Iteration 28Q: 3 clusters Score -349822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -349822.781250 Penalty: 809.552124
	Iteration 29Q: 3 clusters Score -349822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -349825.875000 Penalty: 809.552124
	Iteration 30Q: 3 clusters Score -349825.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -349828.750000 Penalty: 809.552124
	Iteration 31Q: 3 clusters Score -349828.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -349833.250000 Penalty: 809.552124
	Iteration 32Q: 3 clusters Score -349833.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -349838.593750 Penalty: 809.552124
	Iteration 33Q: 3 clusters Score -349838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -349841.187500 Penalty: 809.552124
	Iteration 34Q: 3 clusters Score -349841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -349844.156250 Penalty: 809.552124
	Iteration 35Q: 3 clusters Score -349844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -349845.562500 Penalty: 809.552124
	Iteration 36Q: 3 clusters Score -349845.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -349845.562500 Penalty: 809.552124
	Iteration 37F: 3 clusters Score -349845.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (89313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Entering Unmasked Estep 
Score: -4451241.000000 Penalty: 518.695557
	Iteration 0F: 2 clusters Score -4451241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -4391020.000000 Penalty: 1037.391113
	Iteration 0F: 3 clusters Score -4391020 nChanged 43480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -4416906.000000 Penalty: 1037.391113
	Iteration 1F: 3 clusters Score -4416906 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -4417939.000000 Penalty: 1037.391113
	Iteration 2Q: 3 clusters Score -4417939 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4419479.000000 Penalty: 1037.391113
	Iteration 3Q: 3 clusters Score -4419479 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4422114.500000 Penalty: 1037.391113
	Iteration 4Q: 3 clusters Score -4422114 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4426163.000000 Penalty: 1037.391113
	Iteration 5F: 3 clusters Score -4426163 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -4431397.000000 Penalty: 1037.391113
	Iteration 6F: 3 clusters Score -4431397 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4436385.000000 Penalty: 1037.391113
	Iteration 7F: 3 clusters Score -4436385 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4439880.500000 Penalty: 1037.391113
	Iteration 8Q: 3 clusters Score -4439880 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4442090.000000 Penalty: 1037.391113
	Iteration 9Q: 3 clusters Score -4442090 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -4443621.500000 Penalty: 1037.391113
	Iteration 10Q: 3 clusters Score -4443622 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -4444844.000000 Penalty: 1037.391113
	Iteration 11Q: 3 clusters Score -4444844 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -4445966.500000 Penalty: 1037.391113
	Iteration 12Q: 3 clusters Score -4445966 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -4446977.000000 Penalty: 1037.391113
	Iteration 13Q: 3 clusters Score -4446977 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -4447920.500000 Penalty: 1037.391113
	Iteration 14Q: 3 clusters Score -4447920 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -4448768.500000 Penalty: 1037.391113
	Iteration 15Q: 3 clusters Score -4448768 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86788 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4449416.500000 Penalty: 1037.391113
	Iteration 16Q: 3 clusters Score -4449416 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4449915.500000 Penalty: 1037.391113
	Iteration 17Q: 3 clusters Score -4449916 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4450228.000000 Penalty: 1037.391113
	Iteration 18Q: 3 clusters Score -4450228 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4450463.500000 Penalty: 1037.391113
	Iteration 19Q: 3 clusters Score -4450464 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4450601.500000 Penalty: 1037.391113
	Iteration 20F: 3 clusters Score -4450602 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4450674.000000 Penalty: 1037.391113
	Iteration 21Q: 3 clusters Score -4450674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88841 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4450727.000000 Penalty: 1037.391113
	Iteration 22Q: 3 clusters Score -4450727 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4450755.000000 Penalty: 1037.391113
	Iteration 23Q: 3 clusters Score -4450755 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4450773.000000 Penalty: 1037.391113
	Iteration 24Q: 3 clusters Score -4450773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4450788.000000 Penalty: 1037.391113
	Iteration 25Q: 3 clusters Score -4450788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4450801.000000 Penalty: 1037.391113
	Iteration 26Q: 3 clusters Score -4450801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4450821.500000 Penalty: 1037.391113
	Iteration 27Q: 3 clusters Score -4450822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4450833.500000 Penalty: 1037.391113
	Iteration 28Q: 3 clusters Score -4450834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4450845.000000 Penalty: 1037.391113
	Iteration 29Q: 3 clusters Score -4450845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4450849.000000 Penalty: 1037.391113
	Iteration 30Q: 3 clusters Score -4450849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4450858.000000 Penalty: 1037.391113
	Iteration 31Q: 3 clusters Score -4450858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4450867.500000 Penalty: 1037.391113
	Iteration 32Q: 3 clusters Score -4450868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4450869.500000 Penalty: 1037.391113
	Iteration 33Q: 3 clusters Score -4450870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4450871.000000 Penalty: 1037.391113
	Iteration 34Q: 3 clusters Score -4450871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4450872.000000 Penalty: 1037.391113
	Iteration 35Q: 3 clusters Score -4450872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89022 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4450874.500000 Penalty: 1037.391113
	Iteration 36Q: 3 clusters Score -4450874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4450878.500000 Penalty: 1037.391113
	Iteration 37Q: 3 clusters Score -4450878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4450879.000000 Penalty: 1037.391113
	Iteration 38Q: 3 clusters Score -4450879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4450876.000000 Penalty: 1037.391113
	Iteration 39Q: 3 clusters Score -4450876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4450878.000000 Penalty: 1037.391113
	Iteration 40F: 3 clusters Score -4450878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4450879.500000 Penalty: 1037.391113
	Iteration 41Q: 3 clusters Score -4450880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4450886.500000 Penalty: 1037.391113
	Iteration 42Q: 3 clusters Score -4450886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4450888.000000 Penalty: 1037.391113
	Iteration 43Q: 3 clusters Score -4450888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4450888.500000 Penalty: 1037.391113
	Iteration 44Q: 3 clusters Score -4450888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4450891.000000 Penalty: 1037.391113
	Iteration 45Q: 3 clusters Score -4450891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4450890.500000 Penalty: 1037.391113
	Iteration 46Q: 3 clusters Score -4450890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4450890.500000 Penalty: 1037.391113
	Iteration 47Q: 3 clusters Score -4450890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4450892.500000 Penalty: 1037.391113
	Iteration 48Q: 3 clusters Score -4450892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4450896.000000 Penalty: 1037.391113
	Iteration 49Q: 3 clusters Score -4450896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4450896.500000 Penalty: 1037.391113
	Iteration 50Q: 3 clusters Score -4450896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4450898.500000 Penalty: 1037.391113
	Iteration 51Q: 3 clusters Score -4450898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4450899.500000 Penalty: 1037.391113
	Iteration 52Q: 3 clusters Score -4450900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4450899.500000 Penalty: 1037.391113
	Iteration 53Q: 3 clusters Score -4450900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4450899.500000 Penalty: 1037.391113
	Iteration 54Q: 3 clusters Score -4450900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4450899.000000 Penalty: 1037.391113
	Iteration 55Q: 3 clusters Score -4450899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4450897.000000 Penalty: 1037.391113
	Iteration 56Q: 3 clusters Score -4450897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4450900.000000 Penalty: 1037.391113
	Iteration 57Q: 3 clusters Score -4450900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4450900.500000 Penalty: 1037.391113
	Iteration 58Q: 3 clusters Score -4450900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4450900.500000 Penalty: 1037.391113
	Iteration 59F: 3 clusters Score -4450900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Entering Unmasked Estep 
Score: -3137583.250000 Penalty: 503.131439
	Iteration 0F: 2 clusters Score -3137583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -3094885.750000 Penalty: 1006.262878
	Iteration 0F: 3 clusters Score -3094886 nChanged 30953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -3113685.250000 Penalty: 1006.262878
	Iteration 1F: 3 clusters Score -3113685 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -3115558.500000 Penalty: 1006.262878
	Iteration 2F: 3 clusters Score -3115558 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -3118900.500000 Penalty: 1006.262878
	Iteration 3F: 3 clusters Score -3118900 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -3123940.500000 Penalty: 1006.262878
	Iteration 4F: 3 clusters Score -3123940 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -3129290.250000 Penalty: 1006.262878
	Iteration 5F: 3 clusters Score -3129290 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -3133337.250000 Penalty: 1006.262878
	Iteration 6F: 3 clusters Score -3133337 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -3135638.750000 Penalty: 1006.262878
	Iteration 7Q: 3 clusters Score -3135639 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -3136676.000000 Penalty: 1006.262878
	Iteration 8Q: 3 clusters Score -3136676 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -3136973.500000 Penalty: 1006.262878
	Iteration 9Q: 3 clusters Score -3136974 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -3137077.500000 Penalty: 1006.262878
	Iteration 10Q: 3 clusters Score -3137078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -3137111.250000 Penalty: 1006.262878
	Iteration 11Q: 3 clusters Score -3137111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -3137136.000000 Penalty: 1006.262878
	Iteration 12Q: 3 clusters Score -3137136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -3137143.500000 Penalty: 1006.262878
	Iteration 13Q: 3 clusters Score -3137144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -3137143.500000 Penalty: 1006.262878
	Iteration 14F: 3 clusters Score -3137144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -59750.187500 Penalty: 325.994781
	Iteration 0F: 2 clusters Score -59750.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -58780.460938 Penalty: 651.989563
	Iteration 0F: 3 clusters Score -58780.46 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -59130.617188 Penalty: 651.989563
	Iteration 1F: 3 clusters Score -59130.62 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -59205.410156 Penalty: 651.989563
	Iteration 2F: 3 clusters Score -59205.41 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -59281.464844 Penalty: 651.989563
	Iteration 3F: 3 clusters Score -59281.46 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -59359.531250 Penalty: 651.989563
	Iteration 4F: 3 clusters Score -59359.53 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -59417.507812 Penalty: 651.989563
	Iteration 5F: 3 clusters Score -59417.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -59450.750000 Penalty: 651.989563
	Iteration 6Q: 3 clusters Score -59450.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59467.472656 Penalty: 651.989563
	Iteration 7Q: 3 clusters Score -59467.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59479.710938 Penalty: 651.989563
	Iteration 8Q: 3 clusters Score -59479.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59483.558594 Penalty: 651.989563
	Iteration 9Q: 3 clusters Score -59483.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59486.789062 Penalty: 651.989563
	Iteration 10Q: 3 clusters Score -59486.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -59488.078125 Penalty: 651.989563
	Iteration 11Q: 3 clusters Score -59488.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -59488.593750 Penalty: 651.989563
	Iteration 12Q: 3 clusters Score -59488.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -59488.667969 Penalty: 651.989563
	Iteration 13Q: 3 clusters Score -59488.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -59488.855469 Penalty: 651.989563
	Iteration 14Q: 3 clusters Score -59488.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59489.460938 Penalty: 651.989563
	Iteration 15Q: 3 clusters Score -59489.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59489.460938 Penalty: 651.989563
	Iteration 16F: 3 clusters Score -59489.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Entering Unmasked Estep 
Score: -323940.968750 Penalty: 398.522034
	Iteration 0F: 2 clusters Score -323941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -319675.281250 Penalty: 797.044067
	Iteration 0F: 3 clusters Score -319675.3 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -321377.375000 Penalty: 797.044067
	Iteration 1F: 3 clusters Score -321377.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -321605.750000 Penalty: 797.044067
	Iteration 2F: 3 clusters Score -321605.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -321847.812500 Penalty: 797.044067
	Iteration 3F: 3 clusters Score -321847.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -322138.687500 Penalty: 797.044067
	Iteration 4F: 3 clusters Score -322138.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -322436.156250 Penalty: 797.044067
	Iteration 5F: 3 clusters Score -322436.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -322678.343750 Penalty: 797.044067
	Iteration 6F: 3 clusters Score -322678.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -322896.062500 Penalty: 797.044067
	Iteration 7Q: 3 clusters Score -322896.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -323033.031250 Penalty: 797.044067
	Iteration 8Q: 3 clusters Score -323033 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -323104.125000 Penalty: 797.044067
	Iteration 9Q: 3 clusters Score -323104.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -323158.093750 Penalty: 797.044067
	Iteration 10Q: 3 clusters Score -323158.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -323197.031250 Penalty: 797.044067
	Iteration 11Q: 3 clusters Score -323197 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -323225.187500 Penalty: 797.044067
	Iteration 12Q: 3 clusters Score -323225.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -323253.718750 Penalty: 797.044067
	Iteration 13Q: 3 clusters Score -323253.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -323287.781250 Penalty: 797.044067
	Iteration 14Q: 3 clusters Score -323287.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -323328.281250 Penalty: 797.044067
	Iteration 15Q: 3 clusters Score -323328.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -323369.125000 Penalty: 797.044067
	Iteration 16Q: 3 clusters Score -323369.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -323395.281250 Penalty: 797.044067
	Iteration 17Q: 3 clusters Score -323395.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -323419.687500 Penalty: 797.044067
	Iteration 18Q: 3 clusters Score -323419.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -323447.625000 Penalty: 797.044067
	Iteration 19Q: 3 clusters Score -323447.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -323471.281250 Penalty: 797.044067
	Iteration 20F: 3 clusters Score -323471.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -323495.718750 Penalty: 797.044067
	Iteration 21Q: 3 clusters Score -323495.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -323520.812500 Penalty: 797.044067
	Iteration 22Q: 3 clusters Score -323520.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -323540.593750 Penalty: 797.044067
	Iteration 23Q: 3 clusters Score -323540.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -323557.750000 Penalty: 797.044067
	Iteration 24Q: 3 clusters Score -323557.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -323569.718750 Penalty: 797.044067
	Iteration 25Q: 3 clusters Score -323569.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -323579.875000 Penalty: 797.044067
	Iteration 26Q: 3 clusters Score -323579.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -323589.593750 Penalty: 797.044067
	Iteration 27Q: 3 clusters Score -323589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -323597.187500 Penalty: 797.044067
	Iteration 28Q: 3 clusters Score -323597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -323602.000000 Penalty: 797.044067
	Iteration 29Q: 3 clusters Score -323602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -323607.250000 Penalty: 797.044067
	Iteration 30Q: 3 clusters Score -323607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -323611.937500 Penalty: 797.044067
	Iteration 31Q: 3 clusters Score -323611.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -323622.875000 Penalty: 797.044067
	Iteration 32Q: 3 clusters Score -323622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -323629.500000 Penalty: 797.044067
	Iteration 33Q: 3 clusters Score -323629.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -323644.062500 Penalty: 797.044067
	Iteration 34Q: 3 clusters Score -323644.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -323654.843750 Penalty: 797.044067
	Iteration 35Q: 3 clusters Score -323654.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -323668.312500 Penalty: 797.044067
	Iteration 36Q: 3 clusters Score -323668.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -323679.187500 Penalty: 797.044067
	Iteration 37Q: 3 clusters Score -323679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -323684.875000 Penalty: 797.044067
	Iteration 38Q: 3 clusters Score -323684.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -323692.968750 Penalty: 797.044067
	Iteration 39Q: 3 clusters Score -323693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -323694.125000 Penalty: 797.044067
	Iteration 40F: 3 clusters Score -323694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -75125.992188 Penalty: 334.477692
	Iteration 0F: 2 clusters Score -75125.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -73973.085938 Penalty: 668.955383
	Iteration 0F: 3 clusters Score -73973.09 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -74336.039062 Penalty: 668.955383
	Iteration 1F: 3 clusters Score -74336.04 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -74402.085938 Penalty: 668.955383
	Iteration 2F: 3 clusters Score -74402.09 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -74449.671875 Penalty: 668.955383
	Iteration 3F: 3 clusters Score -74449.67 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -74490.500000 Penalty: 668.955383
	Iteration 4Q: 3 clusters Score -74490.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -74523.210938 Penalty: 668.955383
	Iteration 5Q: 3 clusters Score -74523.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -74547.984375 Penalty: 668.955383
	Iteration 6Q: 3 clusters Score -74547.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -74566.375000 Penalty: 668.955383
	Iteration 7Q: 3 clusters Score -74566.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -74585.695312 Penalty: 668.955383
	Iteration 8Q: 3 clusters Score -74585.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -74603.031250 Penalty: 668.955383
	Iteration 9Q: 3 clusters Score -74603.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -74617.554688 Penalty: 668.955383
	Iteration 10Q: 3 clusters Score -74617.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -74632.515625 Penalty: 668.955383
	Iteration 11Q: 3 clusters Score -74632.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74644.359375 Penalty: 668.955383
	Iteration 12Q: 3 clusters Score -74644.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -74656.593750 Penalty: 668.955383
	Iteration 13Q: 3 clusters Score -74656.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74671.882812 Penalty: 668.955383
	Iteration 14Q: 3 clusters Score -74671.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74684.125000 Penalty: 668.955383
	Iteration 15Q: 3 clusters Score -74684.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -74692.320312 Penalty: 668.955383
	Iteration 16Q: 3 clusters Score -74692.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -74702.820312 Penalty: 668.955383
	Iteration 17Q: 3 clusters Score -74702.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74714.164062 Penalty: 668.955383
	Iteration 18Q: 3 clusters Score -74714.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74726.523438 Penalty: 668.955383
	Iteration 19Q: 3 clusters Score -74726.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74734.007812 Penalty: 668.955383
	Iteration 20F: 3 clusters Score -74734.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74738.289062 Penalty: 668.955383
	Iteration 21Q: 3 clusters Score -74738.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74741.609375 Penalty: 668.955383
	Iteration 22Q: 3 clusters Score -74741.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74746.906250 Penalty: 668.955383
	Iteration 23Q: 3 clusters Score -74746.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74751.585938 Penalty: 668.955383
	Iteration 24Q: 3 clusters Score -74751.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74753.984375 Penalty: 668.955383
	Iteration 25Q: 3 clusters Score -74753.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74756.953125 Penalty: 668.955383
	Iteration 26Q: 3 clusters Score -74756.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74759.859375 Penalty: 668.955383
	Iteration 27Q: 3 clusters Score -74759.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74760.953125 Penalty: 668.955383
	Iteration 28Q: 3 clusters Score -74760.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74761.195312 Penalty: 668.955383
	Iteration 29Q: 3 clusters Score -74761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74761.812500 Penalty: 668.955383
	Iteration 30Q: 3 clusters Score -74761.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74762.882812 Penalty: 668.955383
	Iteration 31Q: 3 clusters Score -74762.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74762.882812 Penalty: 668.955383
	Iteration 32F: 3 clusters Score -74762.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (87536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87536 members 
Entering Unmasked Estep 
Score: -4263164.000000 Penalty: 517.781128
	Iteration 0F: 2 clusters Score -4263164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -4203844.500000 Penalty: 1035.562256
	Iteration 0F: 3 clusters Score -4203844 nChanged 42906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -4230473.500000 Penalty: 1035.562256
	Iteration 1F: 3 clusters Score -4230474 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -4231640.000000 Penalty: 1035.562256
	Iteration 2Q: 3 clusters Score -4231640 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -4233662.500000 Penalty: 1035.562256
	Iteration 3Q: 3 clusters Score -4233662 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -4237513.000000 Penalty: 1035.562256
	Iteration 4F: 3 clusters Score -4237513 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -4243694.000000 Penalty: 1035.562256
	Iteration 5F: 3 clusters Score -4243694 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -4249527.500000 Penalty: 1035.562256
	Iteration 6F: 3 clusters Score -4249528 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -4252442.500000 Penalty: 1035.562256
	Iteration 7F: 3 clusters Score -4252442 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -4253834.000000 Penalty: 1035.562256
	Iteration 8Q: 3 clusters Score -4253834 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4254946.500000 Penalty: 1035.562256
	Iteration 9Q: 3 clusters Score -4254946 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4255979.500000 Penalty: 1035.562256
	Iteration 10Q: 3 clusters Score -4255980 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4256888.000000 Penalty: 1035.562256
	Iteration 11Q: 3 clusters Score -4256888 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -4257650.500000 Penalty: 1035.562256
	Iteration 12Q: 3 clusters Score -4257650 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4258311.500000 Penalty: 1035.562256
	Iteration 13Q: 3 clusters Score -4258312 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4258727.000000 Penalty: 1035.562256
	Iteration 14Q: 3 clusters Score -4258727 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4259063.000000 Penalty: 1035.562256
	Iteration 15Q: 3 clusters Score -4259063 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4259242.500000 Penalty: 1035.562256
	Iteration 16Q: 3 clusters Score -4259242 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4259404.500000 Penalty: 1035.562256
	Iteration 17Q: 3 clusters Score -4259404 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4259573.000000 Penalty: 1035.562256
	Iteration 18Q: 3 clusters Score -4259573 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -4259718.500000 Penalty: 1035.562256
	Iteration 19Q: 3 clusters Score -4259718 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -4259837.000000 Penalty: 1035.562256
	Iteration 20F: 3 clusters Score -4259837 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4259925.500000 Penalty: 1035.562256
	Iteration 21Q: 3 clusters Score -4259926 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -4260016.000000 Penalty: 1035.562256
	Iteration 22Q: 3 clusters Score -4260016 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4260119.500000 Penalty: 1035.562256
	Iteration 23Q: 3 clusters Score -4260120 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4260178.500000 Penalty: 1035.562256
	Iteration 24Q: 3 clusters Score -4260178 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -4260253.000000 Penalty: 1035.562256
	Iteration 25Q: 3 clusters Score -4260253 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -4260287.000000 Penalty: 1035.562256
	Iteration 26Q: 3 clusters Score -4260287 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -4260346.500000 Penalty: 1035.562256
	Iteration 27Q: 3 clusters Score -4260346 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -4260403.000000 Penalty: 1035.562256
	Iteration 28Q: 3 clusters Score -4260403 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -4260433.500000 Penalty: 1035.562256
	Iteration 29Q: 3 clusters Score -4260434 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -4260499.000000 Penalty: 1035.562256
	Iteration 30Q: 3 clusters Score -4260499 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -4260544.500000 Penalty: 1035.562256
	Iteration 31Q: 3 clusters Score -4260544 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4260606.500000 Penalty: 1035.562256
	Iteration 32Q: 3 clusters Score -4260606 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4260662.000000 Penalty: 1035.562256
	Iteration 33Q: 3 clusters Score -4260662 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -4260727.500000 Penalty: 1035.562256
	Iteration 34Q: 3 clusters Score -4260728 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4260789.500000 Penalty: 1035.562256
	Iteration 35Q: 3 clusters Score -4260790 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4260839.500000 Penalty: 1035.562256
	Iteration 36Q: 3 clusters Score -4260840 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4260873.500000 Penalty: 1035.562256
	Iteration 37Q: 3 clusters Score -4260874 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -4260927.500000 Penalty: 1035.562256
	Iteration 38Q: 3 clusters Score -4260928 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4260967.000000 Penalty: 1035.562256
	Iteration 39Q: 3 clusters Score -4260967 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4261002.500000 Penalty: 1035.562256
	Iteration 40F: 3 clusters Score -4261002 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -4261035.000000 Penalty: 1035.562256
	Iteration 41Q: 3 clusters Score -4261035 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4261051.500000 Penalty: 1035.562256
	Iteration 42Q: 3 clusters Score -4261052 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4261081.000000 Penalty: 1035.562256
	Iteration 43Q: 3 clusters Score -4261081 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4261101.000000 Penalty: 1035.562256
	Iteration 44Q: 3 clusters Score -4261101 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4261125.000000 Penalty: 1035.562256
	Iteration 45Q: 3 clusters Score -4261125 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -4261146.500000 Penalty: 1035.562256
	Iteration 46Q: 3 clusters Score -4261146 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4261181.500000 Penalty: 1035.562256
	Iteration 47Q: 3 clusters Score -4261182 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -4261196.000000 Penalty: 1035.562256
	Iteration 48Q: 3 clusters Score -4261196 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4261210.000000 Penalty: 1035.562256
	Iteration 49Q: 3 clusters Score -4261210 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -4261227.500000 Penalty: 1035.562256
	Iteration 50Q: 3 clusters Score -4261228 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4261264.000000 Penalty: 1035.562256
	Iteration 51Q: 3 clusters Score -4261264 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -4261294.000000 Penalty: 1035.562256
	Iteration 52Q: 3 clusters Score -4261294 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4261312.500000 Penalty: 1035.562256
	Iteration 53Q: 3 clusters Score -4261312 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4261324.500000 Penalty: 1035.562256
	Iteration 54Q: 3 clusters Score -4261324 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -4261332.500000 Penalty: 1035.562256
	Iteration 55Q: 3 clusters Score -4261332 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4261345.500000 Penalty: 1035.562256
	Iteration 56Q: 3 clusters Score -4261346 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4261372.000000 Penalty: 1035.562256
	Iteration 57Q: 3 clusters Score -4261372 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -4261392.500000 Penalty: 1035.562256
	Iteration 58Q: 3 clusters Score -4261392 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -4261418.500000 Penalty: 1035.562256
	Iteration 59Q: 3 clusters Score -4261418 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4261434.000000 Penalty: 1035.562256
	Iteration 60F: 3 clusters Score -4261434 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -4261443.000000 Penalty: 1035.562256
	Iteration 61Q: 3 clusters Score -4261443 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -4261456.000000 Penalty: 1035.562256
	Iteration 62Q: 3 clusters Score -4261456 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4261464.000000 Penalty: 1035.562256
	Iteration 63Q: 3 clusters Score -4261464 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -4261490.000000 Penalty: 1035.562256
	Iteration 64Q: 3 clusters Score -4261490 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4261501.500000 Penalty: 1035.562256
	Iteration 65Q: 3 clusters Score -4261502 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -4261525.000000 Penalty: 1035.562256
	Iteration 66Q: 3 clusters Score -4261525 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4261542.500000 Penalty: 1035.562256
	Iteration 67Q: 3 clusters Score -4261542 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -4261568.500000 Penalty: 1035.562256
	Iteration 68Q: 3 clusters Score -4261568 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -4261599.000000 Penalty: 1035.562256
	Iteration 69Q: 3 clusters Score -4261599 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74176 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4261605.500000 Penalty: 1035.562256
	Iteration 70Q: 3 clusters Score -4261606 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -4261624.500000 Penalty: 1035.562256
	Iteration 71Q: 3 clusters Score -4261624 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -4261637.500000 Penalty: 1035.562256
	Iteration 72Q: 3 clusters Score -4261638 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4261668.500000 Penalty: 1035.562256
	Iteration 73Q: 3 clusters Score -4261668 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -4261678.500000 Penalty: 1035.562256
	Iteration 74Q: 3 clusters Score -4261678 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -4261692.500000 Penalty: 1035.562256
	Iteration 75Q: 3 clusters Score -4261692 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4261701.000000 Penalty: 1035.562256
	Iteration 76Q: 3 clusters Score -4261701 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -4261704.500000 Penalty: 1035.562256
	Iteration 77Q: 3 clusters Score -4261704 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -4261713.500000 Penalty: 1035.562256
	Iteration 78Q: 3 clusters Score -4261714 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4261728 nChanged 169
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Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4261736 nChanged 124
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Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4261738 nChanged 110
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4261731 nChanged 96
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	Iteration 83Q: 3 clusters Score -4261753 nChanged 102
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4261760 nChanged 91
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4261774 nChanged 96
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4261782 nChanged 111
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Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4261796 nChanged 120
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4261792 nChanged 123
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4261793 nChanged 110
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Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4261798 nChanged 111
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4261802 nChanged 103
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4261810 nChanged 83
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Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4261810 nChanged 88
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Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4261824 nChanged 96
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4261840 nChanged 91
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Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4261849 nChanged 85
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4261854 nChanged 86
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4261872 nChanged 108
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Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4261878 nChanged 117
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	Iteration 101Q: 3 clusters Score -4261875 nChanged 111
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4261880 nChanged 111
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	Iteration 103Q: 3 clusters Score -4261891 nChanged 123
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4261910 nChanged 128
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4261927 nChanged 115
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4261928 nChanged 108
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4261930 nChanged 116
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	Iteration 108Q: 3 clusters Score -4261946 nChanged 106
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	Iteration 109Q: 3 clusters Score -4261957 nChanged 110
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	Iteration 110Q: 3 clusters Score -4261976 nChanged 99
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	Iteration 111Q: 3 clusters Score -4261984 nChanged 98
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	Iteration 112Q: 3 clusters Score -4261984 nChanged 95
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	Iteration 113Q: 3 clusters Score -4261981 nChanged 83
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	Iteration 114Q: 3 clusters Score -4262000 nChanged 79
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	Iteration 115Q: 3 clusters Score -4262008 nChanged 80
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	Iteration 116Q: 3 clusters Score -4262010 nChanged 76
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	Iteration 117Q: 3 clusters Score -4262011 nChanged 70
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	Iteration 118Q: 3 clusters Score -4262022 nChanged 64
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	Iteration 119Q: 3 clusters Score -4262013 nChanged 57
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	Iteration 120F: 3 clusters Score -4262015 nChanged 62
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	Iteration 121Q: 3 clusters Score -4262021 nChanged 61
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	Iteration 122Q: 3 clusters Score -4262026 nChanged 61
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	Iteration 123Q: 3 clusters Score -4262032 nChanged 56
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	Iteration 124Q: 3 clusters Score -4262032 nChanged 57
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	Iteration 125Q: 3 clusters Score -4262032 nChanged 51
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	Iteration 126Q: 3 clusters Score -4262045 nChanged 43
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	Iteration 127Q: 3 clusters Score -4262047 nChanged 50
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	Iteration 128Q: 3 clusters Score -4262057 nChanged 44
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	Iteration 129Q: 3 clusters Score -4262052 nChanged 38
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	Iteration 131Q: 3 clusters Score -4262054 nChanged 37
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	Iteration 132Q: 3 clusters Score -4262061 nChanged 39
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	Iteration 133Q: 3 clusters Score -4262067 nChanged 36
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	Iteration 134Q: 3 clusters Score -4262073 nChanged 27
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	Iteration 135Q: 3 clusters Score -4262072 nChanged 33
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	Iteration 136Q: 3 clusters Score -4262073 nChanged 38
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	Iteration 137Q: 3 clusters Score -4262076 nChanged 30
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	Iteration 138Q: 3 clusters Score -4262080 nChanged 32
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	Iteration 139Q: 3 clusters Score -4262086 nChanged 28
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	Iteration 140F: 3 clusters Score -4262079 nChanged 28
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	Iteration 141Q: 3 clusters Score -4262075 nChanged 33
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	Iteration 142Q: 3 clusters Score -4262072 nChanged 25
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	Iteration 143Q: 3 clusters Score -4262061 nChanged 17
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	Iteration 144Q: 3 clusters Score -4262062 nChanged 17
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	Iteration 145Q: 3 clusters Score -4262056 nChanged 11
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	Iteration 146Q: 3 clusters Score -4262062 nChanged 10
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	Iteration 147Q: 3 clusters Score -4262062 nChanged 7
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	Iteration 148Q: 3 clusters Score -4262062 nChanged 7
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	Iteration 149Q: 3 clusters Score -4262062 nChanged 11
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	Iteration 150Q: 3 clusters Score -4262064 nChanged 7
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	Iteration 151Q: 3 clusters Score -4262061 nChanged 10
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	Iteration 152Q: 3 clusters Score -4262064 nChanged 12
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	Iteration 153Q: 3 clusters Score -4262062 nChanged 13
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	Iteration 154Q: 3 clusters Score -4262056 nChanged 11
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	Iteration 155Q: 3 clusters Score -4262052 nChanged 11
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	Iteration 156Q: 3 clusters Score -4262059 nChanged 12
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	Iteration 157Q: 3 clusters Score -4262056 nChanged 9
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	Iteration 158Q: 3 clusters Score -4262058 nChanged 10
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	Iteration 159Q: 3 clusters Score -4262059 nChanged 8
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	Iteration 160F: 3 clusters Score -4262056 nChanged 8
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	Iteration 161Q: 3 clusters Score -4262060 nChanged 4
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	Iteration 162Q: 3 clusters Score -4262060 nChanged 5
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	Iteration 163Q: 3 clusters Score -4262058 nChanged 8
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	Iteration 164Q: 3 clusters Score -4262060 nChanged 9
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	Iteration 165Q: 3 clusters Score -4262059 nChanged 4
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	Iteration 166Q: 3 clusters Score -4262061 nChanged 4
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	Iteration 167Q: 3 clusters Score -4262061 nChanged 5
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	Iteration 168Q: 3 clusters Score -4262062 nChanged 10
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	Iteration 169Q: 3 clusters Score -4262060 nChanged 6
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	Iteration 170Q: 3 clusters Score -4262064 nChanged 8
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	Iteration 171Q: 3 clusters Score -4262065 nChanged 7
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	Iteration 172Q: 3 clusters Score -4262058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -4262061.500000 Penalty: 1035.562256
	Iteration 173Q: 3 clusters Score -4262062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -4262058.500000 Penalty: 1035.562256
	Iteration 174Q: 3 clusters Score -4262058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -4262059.000000 Penalty: 1035.562256
	Iteration 175Q: 3 clusters Score -4262059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -4262061.000000 Penalty: 1035.562256
	Iteration 176Q: 3 clusters Score -4262061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -4262061.000000 Penalty: 1035.562256
	Iteration 177Q: 3 clusters Score -4262061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4262057.000000 Penalty: 1035.562256
	Iteration 178Q: 3 clusters Score -4262057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -4262056.500000 Penalty: 1035.562256
	Iteration 179Q: 3 clusters Score -4262056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -4262056.000000 Penalty: 1035.562256
	Iteration 180F: 3 clusters Score -4262056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Entering Unmasked Estep 
Score: -816454.812500 Penalty: 439.134216
	Iteration 0F: 2 clusters Score -816454.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -806003.312500 Penalty: 878.268433
	Iteration 0F: 3 clusters Score -806003.3 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -810447.062500 Penalty: 878.268433
	Iteration 1F: 3 clusters Score -810447.1 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -810891.312500 Penalty: 878.268433
	Iteration 2F: 3 clusters Score -810891.3 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -811534.312500 Penalty: 878.268433
	Iteration 3F: 3 clusters Score -811534.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -812354.625000 Penalty: 878.268433
	Iteration 4F: 3 clusters Score -812354.6 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -813167.875000 Penalty: 878.268433
	Iteration 5F: 3 clusters Score -813167.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -813768.125000 Penalty: 878.268433
	Iteration 6Q: 3 clusters Score -813768.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -814182.312500 Penalty: 878.268433
	Iteration 7Q: 3 clusters Score -814182.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -814451.687500 Penalty: 878.268433
	Iteration 8Q: 3 clusters Score -814451.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -814673.562500 Penalty: 878.268433
	Iteration 9Q: 3 clusters Score -814673.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -814865.687500 Penalty: 878.268433
	Iteration 10Q: 3 clusters Score -814865.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -815041.812500 Penalty: 878.268433
	Iteration 11Q: 3 clusters Score -815041.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -815209.812500 Penalty: 878.268433
	Iteration 12Q: 3 clusters Score -815209.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -815359.250000 Penalty: 878.268433
	Iteration 13Q: 3 clusters Score -815359.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -815496.312500 Penalty: 878.268433
	Iteration 14Q: 3 clusters Score -815496.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -815635.500000 Penalty: 878.268433
	Iteration 15Q: 3 clusters Score -815635.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -815769.812500 Penalty: 878.268433
	Iteration 16Q: 3 clusters Score -815769.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -815866.187500 Penalty: 878.268433
	Iteration 17Q: 3 clusters Score -815866.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -815941.312500 Penalty: 878.268433
	Iteration 18Q: 3 clusters Score -815941.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -815999.312500 Penalty: 878.268433
	Iteration 19Q: 3 clusters Score -815999.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -816036.812500 Penalty: 878.268433
	Iteration 20F: 3 clusters Score -816036.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -816057.250000 Penalty: 878.268433
	Iteration 21Q: 3 clusters Score -816057.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -816071.937500 Penalty: 878.268433
	Iteration 22Q: 3 clusters Score -816071.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -816080.812500 Penalty: 878.268433
	Iteration 23Q: 3 clusters Score -816080.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -816091.187500 Penalty: 878.268433
	Iteration 24Q: 3 clusters Score -816091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -816096.750000 Penalty: 878.268433
	Iteration 25Q: 3 clusters Score -816096.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -816103.812500 Penalty: 878.268433
	Iteration 26Q: 3 clusters Score -816103.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -816112.687500 Penalty: 878.268433
	Iteration 27Q: 3 clusters Score -816112.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -816116.250000 Penalty: 878.268433
	Iteration 28Q: 3 clusters Score -816116.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -816118.125000 Penalty: 878.268433
	Iteration 29Q: 3 clusters Score -816118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -816118.062500 Penalty: 878.268433
	Iteration 30Q: 3 clusters Score -816118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -816118.062500 Penalty: 878.268433
	Iteration 31F: 3 clusters Score -816118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Entering Unmasked Estep 
Score: -1797241.250000 Penalty: 480.204102
	Iteration 0F: 2 clusters Score -1797241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1771624.500000 Penalty: 960.408203
	Iteration 0F: 3 clusters Score -1771624 nChanged 18419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -1784075.875000 Penalty: 960.408203
	Iteration 1F: 3 clusters Score -1784076 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -1786459.875000 Penalty: 960.408203
	Iteration 2F: 3 clusters Score -1786460 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -1789587.375000 Penalty: 960.408203
	Iteration 3F: 3 clusters Score -1789587 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -1792661.250000 Penalty: 960.408203
	Iteration 4F: 3 clusters Score -1792661 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -1794892.375000 Penalty: 960.408203
	Iteration 5F: 3 clusters Score -1794892 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -1796200.750000 Penalty: 960.408203
	Iteration 6Q: 3 clusters Score -1796201 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -1796919.125000 Penalty: 960.408203
	Iteration 7Q: 3 clusters Score -1796919 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -1797265.125000 Penalty: 960.408203
	Iteration 8Q: 3 clusters Score -1797265 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -1797398.500000 Penalty: 960.408203
	Iteration 9Q: 3 clusters Score -1797398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -1797464.875000 Penalty: 960.408203
	Iteration 10Q: 3 clusters Score -1797465 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -1797513.375000 Penalty: 960.408203
	Iteration 11Q: 3 clusters Score -1797513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -1797534.000000 Penalty: 960.408203
	Iteration 12Q: 3 clusters Score -1797534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -1797544.000000 Penalty: 960.408203
	Iteration 13Q: 3 clusters Score -1797544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -1797547.750000 Penalty: 960.408203
	Iteration 14Q: 3 clusters Score -1797548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -1797549.250000 Penalty: 960.408203
	Iteration 15Q: 3 clusters Score -1797549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -1797552.000000 Penalty: 960.408203
	Iteration 16Q: 3 clusters Score -1797552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -1797553.750000 Penalty: 960.408203
	Iteration 17Q: 3 clusters Score -1797554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -1797553.250000 Penalty: 960.408203
	Iteration 18Q: 3 clusters Score -1797553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -1797554.625000 Penalty: 960.408203
	Iteration 19Q: 3 clusters Score -1797555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -1797554.625000 Penalty: 960.408203
	Iteration 20F: 3 clusters Score -1797555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89313 members 
Mstep: Class 4 contains 63439 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87536 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 15055 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56789 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 93483 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 77324 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 37100 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 126875 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128589 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 109068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2132 members 
Mstep: Class 44 contains 235289 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1299 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 56633 members 
Mstep: Class 52 contains 1361 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237988 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7259 members 
Mstep: Class 60 contains 128268 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
Score: -90752552.000000 Penalty: 39561.332031
Splitting cluster 10 changes total score from -90753032.000000 to -90752552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (15055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Entering Unmasked Estep 
Score: -760887.875000 Penalty: 437.685699
	Iteration 0F: 2 clusters Score -760887.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -750829.750000 Penalty: 875.371399
	Iteration 0F: 3 clusters Score -750829.8 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -754967.000000 Penalty: 875.371399
	Iteration 1F: 3 clusters Score -754967 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -755248.250000 Penalty: 875.371399
	Iteration 2Q: 3 clusters Score -755248.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -755674.312500 Penalty: 875.371399
	Iteration 3F: 3 clusters Score -755674.3 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -756367.125000 Penalty: 875.371399
	Iteration 4F: 3 clusters Score -756367.1 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -757317.625000 Penalty: 875.371399
	Iteration 5F: 3 clusters Score -757317.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -758219.875000 Penalty: 875.371399
	Iteration 6F: 3 clusters Score -758219.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -758887.187500 Penalty: 875.371399
	Iteration 7F: 3 clusters Score -758887.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -759286.187500 Penalty: 875.371399
	Iteration 8Q: 3 clusters Score -759286.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -759493.875000 Penalty: 875.371399
	Iteration 9Q: 3 clusters Score -759493.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -759622.937500 Penalty: 875.371399
	Iteration 10Q: 3 clusters Score -759622.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -759718.250000 Penalty: 875.371399
	Iteration 11Q: 3 clusters Score -759718.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -759805.937500 Penalty: 875.371399
	Iteration 12Q: 3 clusters Score -759805.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -759872.125000 Penalty: 875.371399
	Iteration 13Q: 3 clusters Score -759872.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -759917.375000 Penalty: 875.371399
	Iteration 14Q: 3 clusters Score -759917.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -759967.062500 Penalty: 875.371399
	Iteration 15Q: 3 clusters Score -759967.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -760013.687500 Penalty: 875.371399
	Iteration 16Q: 3 clusters Score -760013.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -760060.750000 Penalty: 875.371399
	Iteration 17Q: 3 clusters Score -760060.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -760100.125000 Penalty: 875.371399
	Iteration 18Q: 3 clusters Score -760100.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -760136.437500 Penalty: 875.371399
	Iteration 19Q: 3 clusters Score -760136.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -760170.000000 Penalty: 875.371399
	Iteration 20F: 3 clusters Score -760170 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -760201.812500 Penalty: 875.371399
	Iteration 21Q: 3 clusters Score -760201.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -760230.687500 Penalty: 875.371399
	Iteration 22Q: 3 clusters Score -760230.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -760254.375000 Penalty: 875.371399
	Iteration 23Q: 3 clusters Score -760254.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -760278.812500 Penalty: 875.371399
	Iteration 24Q: 3 clusters Score -760278.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -760297.375000 Penalty: 875.371399
	Iteration 25Q: 3 clusters Score -760297.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -760312.312500 Penalty: 875.371399
	Iteration 26Q: 3 clusters Score -760312.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -760327.187500 Penalty: 875.371399
	Iteration 27Q: 3 clusters Score -760327.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -760339.062500 Penalty: 875.371399
	Iteration 28Q: 3 clusters Score -760339.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -760349.500000 Penalty: 875.371399
	Iteration 29Q: 3 clusters Score -760349.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -760356.250000 Penalty: 875.371399
	Iteration 30Q: 3 clusters Score -760356.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -760359.375000 Penalty: 875.371399
	Iteration 31Q: 3 clusters Score -760359.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -760362.875000 Penalty: 875.371399
	Iteration 32Q: 3 clusters Score -760362.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -760368.125000 Penalty: 875.371399
	Iteration 33Q: 3 clusters Score -760368.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -760372.500000 Penalty: 875.371399
	Iteration 34Q: 3 clusters Score -760372.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -760375.375000 Penalty: 875.371399
	Iteration 35Q: 3 clusters Score -760375.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -760375.375000 Penalty: 875.371399
	Iteration 36Q: 3 clusters Score -760375.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -760375.937500 Penalty: 875.371399
	Iteration 37Q: 3 clusters Score -760375.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -760376.312500 Penalty: 875.371399
	Iteration 38Q: 3 clusters Score -760376.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -760377.625000 Penalty: 875.371399
	Iteration 39Q: 3 clusters Score -760377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -760380.500000 Penalty: 875.371399
	Iteration 40F: 3 clusters Score -760380.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -760382.312500 Penalty: 875.371399
	Iteration 41Q: 3 clusters Score -760382.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -760383.500000 Penalty: 875.371399
	Iteration 42Q: 3 clusters Score -760383.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -760387.125000 Penalty: 875.371399
	Iteration 43Q: 3 clusters Score -760387.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -760394.062500 Penalty: 875.371399
	Iteration 44Q: 3 clusters Score -760394.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -760405.000000 Penalty: 875.371399
	Iteration 45Q: 3 clusters Score -760405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -760415.687500 Penalty: 875.371399
	Iteration 46Q: 3 clusters Score -760415.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -760419.312500 Penalty: 875.371399
	Iteration 47Q: 3 clusters Score -760419.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -760424.062500 Penalty: 875.371399
	Iteration 48Q: 3 clusters Score -760424.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -760427.562500 Penalty: 875.371399
	Iteration 49Q: 3 clusters Score -760427.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -760432.500000 Penalty: 875.371399
	Iteration 50Q: 3 clusters Score -760432.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -760431.625000 Penalty: 875.371399
	Iteration 51Q: 3 clusters Score -760431.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -760434.562500 Penalty: 875.371399
	Iteration 52Q: 3 clusters Score -760434.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -760434.625000 Penalty: 875.371399
	Iteration 53Q: 3 clusters Score -760434.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -760435.562500 Penalty: 875.371399
	Iteration 54Q: 3 clusters Score -760435.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -760437.250000 Penalty: 875.371399
	Iteration 55Q: 3 clusters Score -760437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -760439.250000 Penalty: 875.371399
	Iteration 56Q: 3 clusters Score -760439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -760439.062500 Penalty: 875.371399
	Iteration 57Q: 3 clusters Score -760439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -760440.250000 Penalty: 875.371399
	Iteration 58Q: 3 clusters Score -760440.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -760442.375000 Penalty: 875.371399
	Iteration 59Q: 3 clusters Score -760442.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -760442.187500 Penalty: 875.371399
	Iteration 60F: 3 clusters Score -760442.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -760442.062500 Penalty: 875.371399
	Iteration 61Q: 3 clusters Score -760442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -760442.000000 Penalty: 875.371399
	Iteration 62Q: 3 clusters Score -760442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -760442.875000 Penalty: 875.371399
	Iteration 63Q: 3 clusters Score -760442.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -760442.875000 Penalty: 875.371399
	Iteration 64F: 3 clusters Score -760442.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Entering Unmasked Estep 
Score: -356287.281250 Penalty: 402.272736
	Iteration 0F: 2 clusters Score -356287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -351644.093750 Penalty: 804.545471
	Iteration 0F: 3 clusters Score -351644.1 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -353370.375000 Penalty: 804.545471
	Iteration 1F: 3 clusters Score -353370.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -353521.593750 Penalty: 804.545471
	Iteration 2F: 3 clusters Score -353521.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -353645.500000 Penalty: 804.545471
	Iteration 3Q: 3 clusters Score -353645.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -353754.968750 Penalty: 804.545471
	Iteration 4Q: 3 clusters Score -353755 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -353897.812500 Penalty: 804.545471
	Iteration 5Q: 3 clusters Score -353897.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -354119.312500 Penalty: 804.545471
	Iteration 6Q: 3 clusters Score -354119.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -354440.281250 Penalty: 804.545471
	Iteration 7F: 3 clusters Score -354440.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -354795.656250 Penalty: 804.545471
	Iteration 8Q: 3 clusters Score -354795.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -355136.562500 Penalty: 804.545471
	Iteration 9Q: 3 clusters Score -355136.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -355320.468750 Penalty: 804.545471
	Iteration 10Q: 3 clusters Score -355320.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -355412.437500 Penalty: 804.545471
	Iteration 11Q: 3 clusters Score -355412.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -355462.937500 Penalty: 804.545471
	Iteration 12Q: 3 clusters Score -355462.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -355493.781250 Penalty: 804.545471
	Iteration 13Q: 3 clusters Score -355493.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -355518.656250 Penalty: 804.545471
	Iteration 14Q: 3 clusters Score -355518.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -355541.875000 Penalty: 804.545471
	Iteration 15Q: 3 clusters Score -355541.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -355563.406250 Penalty: 804.545471
	Iteration 16Q: 3 clusters Score -355563.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -355583.625000 Penalty: 804.545471
	Iteration 17Q: 3 clusters Score -355583.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -355599.406250 Penalty: 804.545471
	Iteration 18Q: 3 clusters Score -355599.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -355620.625000 Penalty: 804.545471
	Iteration 19Q: 3 clusters Score -355620.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -355642.156250 Penalty: 804.545471
	Iteration 20F: 3 clusters Score -355642.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -355670.468750 Penalty: 804.545471
	Iteration 21Q: 3 clusters Score -355670.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -355701.656250 Penalty: 804.545471
	Iteration 22Q: 3 clusters Score -355701.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -355728.531250 Penalty: 804.545471
	Iteration 23Q: 3 clusters Score -355728.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -355749.531250 Penalty: 804.545471
	Iteration 24Q: 3 clusters Score -355749.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -355770.812500 Penalty: 804.545471
	Iteration 25Q: 3 clusters Score -355770.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -355789.531250 Penalty: 804.545471
	Iteration 26Q: 3 clusters Score -355789.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -355804.843750 Penalty: 804.545471
	Iteration 27Q: 3 clusters Score -355804.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -355821.375000 Penalty: 804.545471
	Iteration 28Q: 3 clusters Score -355821.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -355837.968750 Penalty: 804.545471
	Iteration 29Q: 3 clusters Score -355838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -355848.968750 Penalty: 804.545471
	Iteration 30Q: 3 clusters Score -355849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -355857.656250 Penalty: 804.545471
	Iteration 31Q: 3 clusters Score -355857.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -355864.843750 Penalty: 804.545471
	Iteration 32Q: 3 clusters Score -355864.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -355875.093750 Penalty: 804.545471
	Iteration 33Q: 3 clusters Score -355875.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -355884.906250 Penalty: 804.545471
	Iteration 34Q: 3 clusters Score -355884.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -355889.250000 Penalty: 804.545471
	Iteration 35Q: 3 clusters Score -355889.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -355893.093750 Penalty: 804.545471
	Iteration 36Q: 3 clusters Score -355893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -355898.093750 Penalty: 804.545471
	Iteration 37Q: 3 clusters Score -355898.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -355900.250000 Penalty: 804.545471
	Iteration 38Q: 3 clusters Score -355900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -355901.812500 Penalty: 804.545471
	Iteration 39Q: 3 clusters Score -355901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -355903.718750 Penalty: 804.545471
	Iteration 40F: 3 clusters Score -355903.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -355906.406250 Penalty: 804.545471
	Iteration 41Q: 3 clusters Score -355906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -355909.312500 Penalty: 804.545471
	Iteration 42Q: 3 clusters Score -355909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -355912.062500 Penalty: 804.545471
	Iteration 43Q: 3 clusters Score -355912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -355912.750000 Penalty: 804.545471
	Iteration 44Q: 3 clusters Score -355912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -355915.000000 Penalty: 804.545471
	Iteration 45Q: 3 clusters Score -355915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -355917.187500 Penalty: 804.545471
	Iteration 46Q: 3 clusters Score -355917.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -355919.218750 Penalty: 804.545471
	Iteration 47Q: 3 clusters Score -355919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -355919.468750 Penalty: 804.545471
	Iteration 48Q: 3 clusters Score -355919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -355919.906250 Penalty: 804.545471
	Iteration 49Q: 3 clusters Score -355919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -355921.187500 Penalty: 804.545471
	Iteration 50Q: 3 clusters Score -355921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -355926.906250 Penalty: 804.545471
	Iteration 51Q: 3 clusters Score -355926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -355928.906250 Penalty: 804.545471
	Iteration 52Q: 3 clusters Score -355928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -355929.843750 Penalty: 804.545471
	Iteration 53Q: 3 clusters Score -355929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -355932.500000 Penalty: 804.545471
	Iteration 54Q: 3 clusters Score -355932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -355932.406250 Penalty: 804.545471
	Iteration 55Q: 3 clusters Score -355932.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -355933.468750 Penalty: 804.545471
	Iteration 56Q: 3 clusters Score -355933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -355933.531250 Penalty: 804.545471
	Iteration 57Q: 3 clusters Score -355933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -355933.875000 Penalty: 804.545471
	Iteration 58Q: 3 clusters Score -355933.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -355933.875000 Penalty: 804.545471
	Iteration 59F: 3 clusters Score -355933.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -5089.503906 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -5089.504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4881.893555 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -4881.894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4910.659180 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -4910.659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4947.691895 Penalty: 425.227417
	Iteration 2F: 3 clusters Score -4947.692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4972.658691 Penalty: 425.227417
	Iteration 3F: 3 clusters Score -4972.659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4983.041992 Penalty: 425.227417
	Iteration 4Q: 3 clusters Score -4983.042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4996.896484 Penalty: 425.227417
	Iteration 5Q: 3 clusters Score -4996.896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5006.748535 Penalty: 425.227417
	Iteration 6Q: 3 clusters Score -5006.749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5006.748535 Penalty: 425.227417
	Iteration 7F: 3 clusters Score -5006.749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (216177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216177 members 
Entering Unmasked Estep 
Score: -10176462.000000 Penalty: 558.915283
	Iteration 0F: 2 clusters Score -1.017646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107987 members 
Mstep: Class 2 contains 108190 members 
Entering Unmasked Estep 
Score: -10031768.000000 Penalty: 1117.830566
	Iteration 0F: 3 clusters Score -1.003177e+07 nChanged 106186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Mstep: Class 2 contains 110594 members 
Entering Unmasked Estep 
Score: -10096613.000000 Penalty: 1117.830566
	Iteration 1F: 3 clusters Score -1.009661e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105607 members 
Mstep: Class 2 contains 110570 members 
Entering Unmasked Estep 
Score: -10099992.000000 Penalty: 1117.830566
	Iteration 2Q: 3 clusters Score -1.009999e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 110589 members 
Entering Unmasked Estep 
Score: -10105159.000000 Penalty: 1117.830566
	Iteration 3Q: 3 clusters Score -1.010516e+07 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105409 members 
Mstep: Class 2 contains 110768 members 
Entering Unmasked Estep 
Score: -10113341.000000 Penalty: 1117.830566
	Iteration 4F: 3 clusters Score -1.011334e+07 nChanged 14037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104832 members 
Mstep: Class 2 contains 111345 members 
Entering Unmasked Estep 
Score: -10124427.000000 Penalty: 1117.830566
	Iteration 5F: 3 clusters Score -1.012443e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 111888 members 
Entering Unmasked Estep 
Score: -10133881.000000 Penalty: 1117.830566
	Iteration 6F: 3 clusters Score -1.013388e+07 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104108 members 
Mstep: Class 2 contains 112069 members 
Entering Unmasked Estep 
Score: -10137643.000000 Penalty: 1117.830566
	Iteration 7Q: 3 clusters Score -1.013764e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 111872 members 
Entering Unmasked Estep 
Score: -10138384.000000 Penalty: 1117.830566
	Iteration 8Q: 3 clusters Score -1.013838e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 111674 members 
Entering Unmasked Estep 
Score: -10138524.000000 Penalty: 1117.830566
	Iteration 9Q: 3 clusters Score -1.013852e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 111514 members 
Entering Unmasked Estep 
Score: -10138664.000000 Penalty: 1117.830566
	Iteration 10Q: 3 clusters Score -1.013866e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104802 members 
Mstep: Class 2 contains 111375 members 
Entering Unmasked Estep 
Score: -10138727.000000 Penalty: 1117.830566
	Iteration 11Q: 3 clusters Score -1.013873e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104896 members 
Mstep: Class 2 contains 111281 members 
Entering Unmasked Estep 
Score: -10138746.000000 Penalty: 1117.830566
	Iteration 12Q: 3 clusters Score -1.013875e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105018 members 
Mstep: Class 2 contains 111159 members 
Entering Unmasked Estep 
Score: -10138844.000000 Penalty: 1117.830566
	Iteration 13Q: 3 clusters Score -1.013884e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105180 members 
Mstep: Class 2 contains 110997 members 
Entering Unmasked Estep 
Score: -10138887.000000 Penalty: 1117.830566
	Iteration 14Q: 3 clusters Score -1.013889e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 110875 members 
Entering Unmasked Estep 
Score: -10138970.000000 Penalty: 1117.830566
	Iteration 15Q: 3 clusters Score -1.013897e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105417 members 
Mstep: Class 2 contains 110760 members 
Entering Unmasked Estep 
Score: -10139076.000000 Penalty: 1117.830566
	Iteration 16Q: 3 clusters Score -1.013908e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105537 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
Score: -10139141.000000 Penalty: 1117.830566
	Iteration 17Q: 3 clusters Score -1.013914e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 110578 members 
Entering Unmasked Estep 
Score: -10139195.000000 Penalty: 1117.830566
	Iteration 18Q: 3 clusters Score -1.01392e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105741 members 
Mstep: Class 2 contains 110436 members 
Entering Unmasked Estep 
Score: -10139249.000000 Penalty: 1117.830566
	Iteration 19Q: 3 clusters Score -1.013925e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 110248 members 
Entering Unmasked Estep 
Score: -10139330.000000 Penalty: 1117.830566
	Iteration 20F: 3 clusters Score -1.013933e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 110085 members 
Entering Unmasked Estep 
Score: -10139337.000000 Penalty: 1117.830566
	Iteration 21Q: 3 clusters Score -1.013934e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106225 members 
Mstep: Class 2 contains 109952 members 
Entering Unmasked Estep 
Score: -10139449.000000 Penalty: 1117.830566
	Iteration 22Q: 3 clusters Score -1.013945e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106355 members 
Mstep: Class 2 contains 109822 members 
Entering Unmasked Estep 
Score: -10139460.000000 Penalty: 1117.830566
	Iteration 23Q: 3 clusters Score -1.013946e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106468 members 
Mstep: Class 2 contains 109709 members 
Entering Unmasked Estep 
Score: -10139541.000000 Penalty: 1117.830566
	Iteration 24Q: 3 clusters Score -1.013954e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106549 members 
Mstep: Class 2 contains 109628 members 
Entering Unmasked Estep 
Score: -10139634.000000 Penalty: 1117.830566
	Iteration 25Q: 3 clusters Score -1.013963e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 109535 members 
Entering Unmasked Estep 
Score: -10139728.000000 Penalty: 1117.830566
	Iteration 26Q: 3 clusters Score -1.013973e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 109423 members 
Entering Unmasked Estep 
Score: -10139773.000000 Penalty: 1117.830566
	Iteration 27Q: 3 clusters Score -1.013977e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106815 members 
Mstep: Class 2 contains 109362 members 
Entering Unmasked Estep 
Score: -10139826.000000 Penalty: 1117.830566
	Iteration 28Q: 3 clusters Score -1.013983e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106813 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -10139950.000000 Penalty: 1117.830566
	Iteration 29Q: 3 clusters Score -1.013995e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106856 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -10140025.000000 Penalty: 1117.830566
	Iteration 30Q: 3 clusters Score -1.014002e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 109291 members 
Entering Unmasked Estep 
Score: -10140121.000000 Penalty: 1117.830566
	Iteration 31Q: 3 clusters Score -1.014012e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -10140226.000000 Penalty: 1117.830566
	Iteration 32Q: 3 clusters Score -1.014023e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -10140350.000000 Penalty: 1117.830566
	Iteration 33Q: 3 clusters Score -1.014035e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -10140442.000000 Penalty: 1117.830566
	Iteration 34Q: 3 clusters Score -1.014044e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107092 members 
Mstep: Class 2 contains 109085 members 
Entering Unmasked Estep 
Score: -10140500.000000 Penalty: 1117.830566
	Iteration 35Q: 3 clusters Score -1.01405e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107186 members 
Mstep: Class 2 contains 108991 members 
Entering Unmasked Estep 
Score: -10140593.000000 Penalty: 1117.830566
	Iteration 36Q: 3 clusters Score -1.014059e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107250 members 
Mstep: Class 2 contains 108927 members 
Entering Unmasked Estep 
Score: -10140742.000000 Penalty: 1117.830566
	Iteration 37Q: 3 clusters Score -1.014074e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107367 members 
Mstep: Class 2 contains 108810 members 
Entering Unmasked Estep 
Score: -10140844.000000 Penalty: 1117.830566
	Iteration 38Q: 3 clusters Score -1.014084e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -10140944.000000 Penalty: 1117.830566
	Iteration 39Q: 3 clusters Score -1.014094e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -10141049.000000 Penalty: 1117.830566
	Iteration 40F: 3 clusters Score -1.014105e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107712 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -10141254.000000 Penalty: 1117.830566
	Iteration 41Q: 3 clusters Score -1.014125e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 108303 members 
Entering Unmasked Estep 
Score: -10141381.000000 Penalty: 1117.830566
	Iteration 42Q: 3 clusters Score -1.014138e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107977 members 
Mstep: Class 2 contains 108200 members 
Entering Unmasked Estep 
Score: -10141475.000000 Penalty: 1117.830566
	Iteration 43Q: 3 clusters Score -1.014148e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Mstep: Class 2 contains 108132 members 
Entering Unmasked Estep 
Score: -10141622.000000 Penalty: 1117.830566
	Iteration 44Q: 3 clusters Score -1.014162e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108108 members 
Mstep: Class 2 contains 108069 members 
Entering Unmasked Estep 
Score: -10141836.000000 Penalty: 1117.830566
	Iteration 45Q: 3 clusters Score -1.014184e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108217 members 
Mstep: Class 2 contains 107960 members 
Entering Unmasked Estep 
Score: -10142001.000000 Penalty: 1117.830566
	Iteration 46Q: 3 clusters Score -1.0142e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108364 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -10142120.000000 Penalty: 1117.830566
	Iteration 47Q: 3 clusters Score -1.014212e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 107722 members 
Entering Unmasked Estep 
Score: -10142218.000000 Penalty: 1117.830566
	Iteration 48Q: 3 clusters Score -1.014222e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108565 members 
Mstep: Class 2 contains 107612 members 
Entering Unmasked Estep 
Score: -10142316.000000 Penalty: 1117.830566
	Iteration 49Q: 3 clusters Score -1.014232e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108657 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -10142417.000000 Penalty: 1117.830566
	Iteration 50Q: 3 clusters Score -1.014242e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108764 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -10142486.000000 Penalty: 1117.830566
	Iteration 51Q: 3 clusters Score -1.014249e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 107281 members 
Entering Unmasked Estep 
Score: -10142644.000000 Penalty: 1117.830566
	Iteration 52Q: 3 clusters Score -1.014264e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 107117 members 
Entering Unmasked Estep 
Score: -10142762.000000 Penalty: 1117.830566
	Iteration 53Q: 3 clusters Score -1.014276e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109227 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
Score: -10142907.000000 Penalty: 1117.830566
	Iteration 54Q: 3 clusters Score -1.014291e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 106806 members 
Entering Unmasked Estep 
Score: -10143029.000000 Penalty: 1117.830566
	Iteration 55Q: 3 clusters Score -1.014303e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109560 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
Score: -10143122.000000 Penalty: 1117.830566
	Iteration 56Q: 3 clusters Score -1.014312e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109782 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -10143268.000000 Penalty: 1117.830566
	Iteration 57Q: 3 clusters Score -1.014327e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109998 members 
Mstep: Class 2 contains 106179 members 
Entering Unmasked Estep 
Score: -10143367.000000 Penalty: 1117.830566
	Iteration 58Q: 3 clusters Score -1.014337e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -10143414.000000 Penalty: 1117.830566
	Iteration 59Q: 3 clusters Score -1.014341e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110575 members 
Mstep: Class 2 contains 105602 members 
Entering Unmasked Estep 
Score: -10143523.000000 Penalty: 1117.830566
	Iteration 60F: 3 clusters Score -1.014352e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110859 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -10143604.000000 Penalty: 1117.830566
	Iteration 61Q: 3 clusters Score -1.01436e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111151 members 
Mstep: Class 2 contains 105026 members 
Entering Unmasked Estep 
Score: -10143741.000000 Penalty: 1117.830566
	Iteration 62Q: 3 clusters Score -1.014374e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111459 members 
Mstep: Class 2 contains 104718 members 
Entering Unmasked Estep 
Score: -10143836.000000 Penalty: 1117.830566
	Iteration 63Q: 3 clusters Score -1.014384e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111802 members 
Mstep: Class 2 contains 104375 members 
Entering Unmasked Estep 
Score: -10143901.000000 Penalty: 1117.830566
	Iteration 64Q: 3 clusters Score -1.01439e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112141 members 
Mstep: Class 2 contains 104036 members 
Entering Unmasked Estep 
Score: -10143983.000000 Penalty: 1117.830566
	Iteration 65Q: 3 clusters Score -1.014398e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112559 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -10144096.000000 Penalty: 1117.830566
	Iteration 66Q: 3 clusters Score -1.01441e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
Score: -10144199.000000 Penalty: 1117.830566
	Iteration 67Q: 3 clusters Score -1.01442e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113385 members 
Mstep: Class 2 contains 102792 members 
Entering Unmasked Estep 
Score: -10144344.000000 Penalty: 1117.830566
	Iteration 68Q: 3 clusters Score -1.014434e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 102274 members 
Entering Unmasked Estep 
Score: -10144426.000000 Penalty: 1117.830566
	Iteration 69Q: 3 clusters Score -1.014443e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 101726 members 
Entering Unmasked Estep 
Score: -10144518.000000 Penalty: 1117.830566
	Iteration 70Q: 3 clusters Score -1.014452e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 101102 members 
Entering Unmasked Estep 
Score: -10144726.000000 Penalty: 1117.830566
	Iteration 71Q: 3 clusters Score -1.014473e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 100434 members 
Entering Unmasked Estep 
Score: -10144841.000000 Penalty: 1117.830566
	Iteration 72Q: 3 clusters Score -1.014484e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116399 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -10144926.000000 Penalty: 1117.830566
	Iteration 73Q: 3 clusters Score -1.014493e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117110 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -10145067.000000 Penalty: 1117.830566
	Iteration 74Q: 3 clusters Score -1.014507e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117855 members 
Mstep: Class 2 contains 98322 members 
Entering Unmasked Estep 
Score: -10145169.000000 Penalty: 1117.830566
	Iteration 75Q: 3 clusters Score -1.014517e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118645 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -10145311.000000 Penalty: 1117.830566
	Iteration 76Q: 3 clusters Score -1.014531e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119465 members 
Mstep: Class 2 contains 96712 members 
Entering Unmasked Estep 
Score: -10145442.000000 Penalty: 1117.830566
	Iteration 77Q: 3 clusters Score -1.014544e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120355 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -10145570.000000 Penalty: 1117.830566
	Iteration 78Q: 3 clusters Score -1.014557e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121229 members 
Mstep: Class 2 contains 94948 members 
Entering Unmasked Estep 
Score: -10145680.000000 Penalty: 1117.830566
	Iteration 79Q: 3 clusters Score -1.014568e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -10145839.000000 Penalty: 1117.830566
	Iteration 80F: 3 clusters Score -1.014584e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123061 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -10145942.000000 Penalty: 1117.830566
	Iteration 81Q: 3 clusters Score -1.014594e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123996 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -10146045.000000 Penalty: 1117.830566
	Iteration 82Q: 3 clusters Score -1.014604e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124992 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -10146156.000000 Penalty: 1117.830566
	Iteration 83Q: 3 clusters Score -1.014616e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126035 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -10146241.000000 Penalty: 1117.830566
	Iteration 84Q: 3 clusters Score -1.014624e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127122 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -10146317.000000 Penalty: 1117.830566
	Iteration 85Q: 3 clusters Score -1.014632e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128264 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -10146391.000000 Penalty: 1117.830566
	Iteration 86Q: 3 clusters Score -1.014639e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129430 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -10146567.000000 Penalty: 1117.830566
	Iteration 87Q: 3 clusters Score -1.014657e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130697 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -10146700.000000 Penalty: 1117.830566
	Iteration 88Q: 3 clusters Score -1.01467e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -10146894.000000 Penalty: 1117.830566
	Iteration 89Q: 3 clusters Score -1.014689e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133335 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -10147009.000000 Penalty: 1117.830566
	Iteration 90Q: 3 clusters Score -1.014701e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134816 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -10147211.000000 Penalty: 1117.830566
	Iteration 91Q: 3 clusters Score -1.014721e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136362 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -10147456.000000 Penalty: 1117.830566
	Iteration 92Q: 3 clusters Score -1.014746e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137970 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -10147605.000000 Penalty: 1117.830566
	Iteration 93Q: 3 clusters Score -1.01476e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139694 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -10147854.000000 Penalty: 1117.830566
	Iteration 94Q: 3 clusters Score -1.014785e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141562 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -10148147.000000 Penalty: 1117.830566
	Iteration 95Q: 3 clusters Score -1.014815e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143479 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -10148544.000000 Penalty: 1117.830566
	Iteration 96Q: 3 clusters Score -1.014854e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145538 members 
Mstep: Class 2 contains 70639 members 
Entering Unmasked Estep 
Score: -10148895.000000 Penalty: 1117.830566
	Iteration 97Q: 3 clusters Score -1.01489e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147682 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -10149304.000000 Penalty: 1117.830566
	Iteration 98Q: 3 clusters Score -1.01493e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149948 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -10149770.000000 Penalty: 1117.830566
	Iteration 99Q: 3 clusters Score -1.014977e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152412 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -10150299.000000 Penalty: 1117.830566
	Iteration 100F: 3 clusters Score -1.01503e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154981 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -10150942.000000 Penalty: 1117.830566
	Iteration 101Q: 3 clusters Score -1.015094e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157720 members 
Mstep: Class 2 contains 58457 members 
Entering Unmasked Estep 
Score: -10151582.000000 Penalty: 1117.830566
	Iteration 102Q: 3 clusters Score -1.015158e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -10152375.000000 Penalty: 1117.830566
	Iteration 103Q: 3 clusters Score -1.015238e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163677 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -10153215.000000 Penalty: 1117.830566
	Iteration 104Q: 3 clusters Score -1.015322e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -10154277.000000 Penalty: 1117.830566
	Iteration 105Q: 3 clusters Score -1.015428e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170483 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -10155354.000000 Penalty: 1117.830566
	Iteration 106Q: 3 clusters Score -1.015535e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174087 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -10156584.000000 Penalty: 1117.830566
	Iteration 107Q: 3 clusters Score -1.015658e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177849 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -10158019.000000 Penalty: 1117.830566
	Iteration 108Q: 3 clusters Score -1.015802e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181685 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -10159507.000000 Penalty: 1117.830566
	Iteration 109Q: 3 clusters Score -1.015951e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185594 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -10161194.000000 Penalty: 1117.830566
	Iteration 110Q: 3 clusters Score -1.016119e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189546 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -10163041.000000 Penalty: 1117.830566
	Iteration 111Q: 3 clusters Score -1.016304e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193453 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -10164925.000000 Penalty: 1117.830566
	Iteration 112Q: 3 clusters Score -1.016492e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197133 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -10166750.000000 Penalty: 1117.830566
	Iteration 113Q: 3 clusters Score -1.016675e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200551 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -10168546.000000 Penalty: 1117.830566
	Iteration 114Q: 3 clusters Score -1.016855e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203589 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -10170387.000000 Penalty: 1117.830566
	Iteration 115Q: 3 clusters Score -1.017039e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206268 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -10171937.000000 Penalty: 1117.830566
	Iteration 116Q: 3 clusters Score -1.017194e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208580 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -10173103.000000 Penalty: 1117.830566
	Iteration 117Q: 3 clusters Score -1.01731e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210548 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -10173971.000000 Penalty: 1117.830566
	Iteration 118Q: 3 clusters Score -1.017397e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212206 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -10174691.000000 Penalty: 1117.830566
	Iteration 119Q: 3 clusters Score -1.017469e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213482 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -10175149.000000 Penalty: 1117.830566
	Iteration 120F: 3 clusters Score -1.017515e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214342 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10175481.000000 Penalty: 1117.830566
	Iteration 121Q: 3 clusters Score -1.017548e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214938 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10175671.000000 Penalty: 1117.830566
	Iteration 122Q: 3 clusters Score -1.017567e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215302 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10175803.000000 Penalty: 1117.830566
	Iteration 123Q: 3 clusters Score -1.01758e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215497 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10175880.000000 Penalty: 1117.830566
	Iteration 124Q: 3 clusters Score -1.017588e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215634 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10175918.000000 Penalty: 1117.830566
	Iteration 125Q: 3 clusters Score -1.017592e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215738 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10175968.000000 Penalty: 1117.830566
	Iteration 126Q: 3 clusters Score -1.017597e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215806 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10176010.000000 Penalty: 1117.830566
	Iteration 127Q: 3 clusters Score -1.017601e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215848 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10176042.000000 Penalty: 1117.830566
	Iteration 128Q: 3 clusters Score -1.017604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215874 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10176047.000000 Penalty: 1117.830566
	Iteration 129Q: 3 clusters Score -1.017605e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215884 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10176065.000000 Penalty: 1117.830566
	Iteration 130Q: 3 clusters Score -1.017606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215894 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10176078.000000 Penalty: 1117.830566
	Iteration 131Q: 3 clusters Score -1.017608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215904 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10176091.000000 Penalty: 1117.830566
	Iteration 132Q: 3 clusters Score -1.017609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215913 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10176103.000000 Penalty: 1117.830566
	Iteration 133Q: 3 clusters Score -1.01761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215919 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10176096.000000 Penalty: 1117.830566
	Iteration 134Q: 3 clusters Score -1.01761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215926 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10176094.000000 Penalty: 1117.830566
	Iteration 135Q: 3 clusters Score -1.017609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215931 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10176097.000000 Penalty: 1117.830566
	Iteration 136Q: 3 clusters Score -1.01761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215938 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10176103.000000 Penalty: 1117.830566
	Iteration 137Q: 3 clusters Score -1.01761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215943 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10176108.000000 Penalty: 1117.830566
	Iteration 138Q: 3 clusters Score -1.017611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215949 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10176104.000000 Penalty: 1117.830566
	Iteration 139Q: 3 clusters Score -1.01761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215949 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10176103.000000 Penalty: 1117.830566
	Iteration 140F: 3 clusters Score -1.01761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -12794.904297 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -12794.9 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 264 members 
Entering Unmasked Estep 
Score: -12348.807617 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -12348.81 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12564.634766 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -12564.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12663.380859 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -12663.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12699.198242 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -12699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -12716.828125 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -12716.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12723.694336 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -12723.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12724.401367 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -12724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12724.401367 Penalty: 563.504944
	Iteration 7F: 3 clusters Score -12724.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Entering Unmasked Estep 
Score: -78462.835938 Penalty: 335.144470
	Iteration 0F: 2 clusters Score -78462.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -77292.117188 Penalty: 670.288940
	Iteration 0F: 3 clusters Score -77292.12 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -77641.765625 Penalty: 670.288940
	Iteration 1F: 3 clusters Score -77641.77 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -77702.914062 Penalty: 670.288940
	Iteration 2F: 3 clusters Score -77702.91 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -77757.726562 Penalty: 670.288940
	Iteration 3F: 3 clusters Score -77757.73 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -77799.187500 Penalty: 670.288940
	Iteration 4F: 3 clusters Score -77799.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -77830.656250 Penalty: 670.288940
	Iteration 5Q: 3 clusters Score -77830.66 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -77870.000000 Penalty: 670.288940
	Iteration 6Q: 3 clusters Score -77870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -77911.960938 Penalty: 670.288940
	Iteration 7Q: 3 clusters Score -77911.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -77956.054688 Penalty: 670.288940
	Iteration 8Q: 3 clusters Score -77956.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -78000.101562 Penalty: 670.288940
	Iteration 9Q: 3 clusters Score -78000.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -78023.726562 Penalty: 670.288940
	Iteration 10Q: 3 clusters Score -78023.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -78040.796875 Penalty: 670.288940
	Iteration 11Q: 3 clusters Score -78040.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -78051.125000 Penalty: 670.288940
	Iteration 12Q: 3 clusters Score -78051.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -78059.109375 Penalty: 670.288940
	Iteration 13Q: 3 clusters Score -78059.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -78068.148438 Penalty: 670.288940
	Iteration 14Q: 3 clusters Score -78068.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -78075.039062 Penalty: 670.288940
	Iteration 15Q: 3 clusters Score -78075.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -78078.515625 Penalty: 670.288940
	Iteration 16Q: 3 clusters Score -78078.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -78081.789062 Penalty: 670.288940
	Iteration 17Q: 3 clusters Score -78081.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -78084.648438 Penalty: 670.288940
	Iteration 18Q: 3 clusters Score -78084.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -78089.789062 Penalty: 670.288940
	Iteration 19Q: 3 clusters Score -78089.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -78096.820312 Penalty: 670.288940
	Iteration 20F: 3 clusters Score -78096.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -78103.398438 Penalty: 670.288940
	Iteration 21Q: 3 clusters Score -78103.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -78108.171875 Penalty: 670.288940
	Iteration 22Q: 3 clusters Score -78108.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -78110.812500 Penalty: 670.288940
	Iteration 23Q: 3 clusters Score -78110.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -78113.312500 Penalty: 670.288940
	Iteration 24Q: 3 clusters Score -78113.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -78115.585938 Penalty: 670.288940
	Iteration 25Q: 3 clusters Score -78115.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -78117.343750 Penalty: 670.288940
	Iteration 26Q: 3 clusters Score -78117.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -78118.828125 Penalty: 670.288940
	Iteration 27Q: 3 clusters Score -78118.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -78119.070312 Penalty: 670.288940
	Iteration 28Q: 3 clusters Score -78119.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -78120.109375 Penalty: 670.288940
	Iteration 29Q: 3 clusters Score -78120.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -78120.882812 Penalty: 670.288940
	Iteration 30Q: 3 clusters Score -78120.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -78121.109375 Penalty: 670.288940
	Iteration 31Q: 3 clusters Score -78121.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -78121.976562 Penalty: 670.288940
	Iteration 32Q: 3 clusters Score -78121.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -78123.414062 Penalty: 670.288940
	Iteration 33Q: 3 clusters Score -78123.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -78123.921875 Penalty: 670.288940
	Iteration 34Q: 3 clusters Score -78123.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -78123.921875 Penalty: 670.288940
	Iteration 35F: 3 clusters Score -78123.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -42727.253906 Penalty: 311.873138
	Iteration 0F: 2 clusters Score -42727.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -41976.054688 Penalty: 623.746277
	Iteration 0F: 3 clusters Score -41976.05 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -42192.531250 Penalty: 623.746277
	Iteration 1F: 3 clusters Score -42192.53 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -42229.511719 Penalty: 623.746277
	Iteration 2F: 3 clusters Score -42229.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -42259.933594 Penalty: 623.746277
	Iteration 3F: 3 clusters Score -42259.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -42290.441406 Penalty: 623.746277
	Iteration 4Q: 3 clusters Score -42290.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -42314.914062 Penalty: 623.746277
	Iteration 5Q: 3 clusters Score -42314.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42333.050781 Penalty: 623.746277
	Iteration 6Q: 3 clusters Score -42333.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -42351.230469 Penalty: 623.746277
	Iteration 7Q: 3 clusters Score -42351.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -42363.656250 Penalty: 623.746277
	Iteration 8Q: 3 clusters Score -42363.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -42372.636719 Penalty: 623.746277
	Iteration 9Q: 3 clusters Score -42372.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -42386.050781 Penalty: 623.746277
	Iteration 10Q: 3 clusters Score -42386.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -42402.398438 Penalty: 623.746277
	Iteration 11Q: 3 clusters Score -42402.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -42425.050781 Penalty: 623.746277
	Iteration 12Q: 3 clusters Score -42425.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -42453.089844 Penalty: 623.746277
	Iteration 13Q: 3 clusters Score -42453.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -42475.074219 Penalty: 623.746277
	Iteration 14Q: 3 clusters Score -42475.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -42498.273438 Penalty: 623.746277
	Iteration 15Q: 3 clusters Score -42498.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -42528.546875 Penalty: 623.746277
	Iteration 16Q: 3 clusters Score -42528.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -42553.000000 Penalty: 623.746277
	Iteration 17Q: 3 clusters Score -42553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -42572.765625 Penalty: 623.746277
	Iteration 18Q: 3 clusters Score -42572.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -42586.007812 Penalty: 623.746277
	Iteration 19Q: 3 clusters Score -42586.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -42602.675781 Penalty: 623.746277
	Iteration 20F: 3 clusters Score -42602.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -42614.695312 Penalty: 623.746277
	Iteration 21Q: 3 clusters Score -42614.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -42619.140625 Penalty: 623.746277
	Iteration 22Q: 3 clusters Score -42619.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -42622.605469 Penalty: 623.746277
	Iteration 23Q: 3 clusters Score -42622.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -42623.929688 Penalty: 623.746277
	Iteration 24Q: 3 clusters Score -42623.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -42624.421875 Penalty: 623.746277
	Iteration 25Q: 3 clusters Score -42624.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -42625.117188 Penalty: 623.746277
	Iteration 26Q: 3 clusters Score -42625.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -42627.472656 Penalty: 623.746277
	Iteration 27Q: 3 clusters Score -42627.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -42628.933594 Penalty: 623.746277
	Iteration 28Q: 3 clusters Score -42628.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -42629.246094 Penalty: 623.746277
	Iteration 29Q: 3 clusters Score -42629.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -42630.058594 Penalty: 623.746277
	Iteration 30Q: 3 clusters Score -42630.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -42631.679688 Penalty: 623.746277
	Iteration 31Q: 3 clusters Score -42631.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -42632.792969 Penalty: 623.746277
	Iteration 32Q: 3 clusters Score -42632.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -42633.023438 Penalty: 623.746277
	Iteration 33Q: 3 clusters Score -42633.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -42634.261719 Penalty: 623.746277
	Iteration 34Q: 3 clusters Score -42634.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -42635.125000 Penalty: 623.746277
	Iteration 35Q: 3 clusters Score -42635.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -42635.125000 Penalty: 623.746277
	Iteration 36F: 3 clusters Score -42635.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Entering Unmasked Estep 
Score: -2601819.250000 Penalty: 498.092957
	Iteration 0F: 2 clusters Score -2601819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -2563756.000000 Penalty: 996.185913
	Iteration 0F: 3 clusters Score -2563756 nChanged 27405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -2581542.250000 Penalty: 996.185913
	Iteration 1F: 3 clusters Score -2581542 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2583364.750000 Penalty: 996.185913
	Iteration 2F: 3 clusters Score -2583365 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2585728.500000 Penalty: 996.185913
	Iteration 3F: 3 clusters Score -2585728 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2588108.000000 Penalty: 996.185913
	Iteration 4F: 3 clusters Score -2588108 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2590212.750000 Penalty: 996.185913
	Iteration 5F: 3 clusters Score -2590213 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2591752.000000 Penalty: 996.185913
	Iteration 6Q: 3 clusters Score -2591752 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2592682.750000 Penalty: 996.185913
	Iteration 7Q: 3 clusters Score -2592683 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2593140.000000 Penalty: 996.185913
	Iteration 8Q: 3 clusters Score -2593140 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2593474.250000 Penalty: 996.185913
	Iteration 9Q: 3 clusters Score -2593474 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2593830.500000 Penalty: 996.185913
	Iteration 10Q: 3 clusters Score -2593830 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2594236.000000 Penalty: 996.185913
	Iteration 11Q: 3 clusters Score -2594236 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2594670.000000 Penalty: 996.185913
	Iteration 12Q: 3 clusters Score -2594670 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2595187.000000 Penalty: 996.185913
	Iteration 13Q: 3 clusters Score -2595187 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2595753.250000 Penalty: 996.185913
	Iteration 14Q: 3 clusters Score -2595753 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2596367.000000 Penalty: 996.185913
	Iteration 15Q: 3 clusters Score -2596367 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2596975.500000 Penalty: 996.185913
	Iteration 16Q: 3 clusters Score -2596976 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2597598.500000 Penalty: 996.185913
	Iteration 17Q: 3 clusters Score -2597598 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2598231.500000 Penalty: 996.185913
	Iteration 18Q: 3 clusters Score -2598232 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2598805.250000 Penalty: 996.185913
	Iteration 19Q: 3 clusters Score -2598805 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2599364.500000 Penalty: 996.185913
	Iteration 20F: 3 clusters Score -2599364 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2599842.500000 Penalty: 996.185913
	Iteration 21Q: 3 clusters Score -2599842 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2600227.250000 Penalty: 996.185913
	Iteration 22Q: 3 clusters Score -2600227 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2600520.000000 Penalty: 996.185913
	Iteration 23Q: 3 clusters Score -2600520 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2600760.000000 Penalty: 996.185913
	Iteration 24Q: 3 clusters Score -2600760 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2600939.000000 Penalty: 996.185913
	Iteration 25Q: 3 clusters Score -2600939 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2601074.250000 Penalty: 996.185913
	Iteration 26Q: 3 clusters Score -2601074 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2601181.000000 Penalty: 996.185913
	Iteration 27Q: 3 clusters Score -2601181 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2601273.750000 Penalty: 996.185913
	Iteration 28Q: 3 clusters Score -2601274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2601319.000000 Penalty: 996.185913
	Iteration 29Q: 3 clusters Score -2601319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2601342.250000 Penalty: 996.185913
	Iteration 30Q: 3 clusters Score -2601342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2601365.000000 Penalty: 996.185913
	Iteration 31Q: 3 clusters Score -2601365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2601372.500000 Penalty: 996.185913
	Iteration 32Q: 3 clusters Score -2601372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2601386.750000 Penalty: 996.185913
	Iteration 33Q: 3 clusters Score -2601387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2601387.750000 Penalty: 996.185913
	Iteration 34Q: 3 clusters Score -2601388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2601391.000000 Penalty: 996.185913
	Iteration 35Q: 3 clusters Score -2601391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2601391.000000 Penalty: 996.185913
	Iteration 36F: 3 clusters Score -2601391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -110042.617188 Penalty: 360.115112
	Iteration 0F: 2 clusters Score -110042.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -108153.398438 Penalty: 720.230225
	Iteration 0F: 3 clusters Score -108153.4 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -109249.656250 Penalty: 720.230225
	Iteration 1F: 3 clusters Score -109249.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -109537.554688 Penalty: 720.230225
	Iteration 2F: 3 clusters Score -109537.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -109696.742188 Penalty: 720.230225
	Iteration 3F: 3 clusters Score -109696.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -109792.820312 Penalty: 720.230225
	Iteration 4F: 3 clusters Score -109792.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -109850.109375 Penalty: 720.230225
	Iteration 5Q: 3 clusters Score -109850.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -109886.273438 Penalty: 720.230225
	Iteration 6Q: 3 clusters Score -109886.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -109917.671875 Penalty: 720.230225
	Iteration 7Q: 3 clusters Score -109917.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -109962.078125 Penalty: 720.230225
	Iteration 8Q: 3 clusters Score -109962.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -110012.632812 Penalty: 720.230225
	Iteration 9Q: 3 clusters Score -110012.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -110037.687500 Penalty: 720.230225
	Iteration 10Q: 3 clusters Score -110037.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -110047.429688 Penalty: 720.230225
	Iteration 11Q: 3 clusters Score -110047.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -110055.539062 Penalty: 720.230225
	Iteration 12Q: 3 clusters Score -110055.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -110060.453125 Penalty: 720.230225
	Iteration 13Q: 3 clusters Score -110060.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -110063.242188 Penalty: 720.230225
	Iteration 14Q: 3 clusters Score -110063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -110064.304688 Penalty: 720.230225
	Iteration 15Q: 3 clusters Score -110064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -110064.617188 Penalty: 720.230225
	Iteration 16Q: 3 clusters Score -110064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -110065.421875 Penalty: 720.230225
	Iteration 17Q: 3 clusters Score -110065.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -110066.437500 Penalty: 720.230225
	Iteration 18Q: 3 clusters Score -110066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -110069.554688 Penalty: 720.230225
	Iteration 19Q: 3 clusters Score -110069.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -110073.640625 Penalty: 720.230225
	Iteration 20F: 3 clusters Score -110073.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -110080.367188 Penalty: 720.230225
	Iteration 21Q: 3 clusters Score -110080.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -110093.679688 Penalty: 720.230225
	Iteration 22Q: 3 clusters Score -110093.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -110106.062500 Penalty: 720.230225
	Iteration 23Q: 3 clusters Score -110106.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -110118.664062 Penalty: 720.230225
	Iteration 24Q: 3 clusters Score -110118.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -110125.179688 Penalty: 720.230225
	Iteration 25Q: 3 clusters Score -110125.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -110128.625000 Penalty: 720.230225
	Iteration 26Q: 3 clusters Score -110128.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -110130.242188 Penalty: 720.230225
	Iteration 27Q: 3 clusters Score -110130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -110130.312500 Penalty: 720.230225
	Iteration 28Q: 3 clusters Score -110130.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -110130.789062 Penalty: 720.230225
	Iteration 29Q: 3 clusters Score -110130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -110130.945312 Penalty: 720.230225
	Iteration 30Q: 3 clusters Score -110130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -110130.945312 Penalty: 720.230225
	Iteration 31F: 3 clusters Score -110130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89313 members 
Mstep: Class 4 contains 63439 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87536 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 38328 members 
Mstep: Class 11 contains 15055 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56789 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 93483 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 77324 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1648 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 126875 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128589 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 109068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2132 members 
Mstep: Class 44 contains 235289 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1299 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 56633 members 
Mstep: Class 52 contains 1361 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237988 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7259 members 
Mstep: Class 60 contains 128268 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
Score: -90752720.000000 Penalty: 39561.332031
Splitting cluster 19 changes total score from -90753032.000000 to -90752720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (93483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93483 members 
Entering Unmasked Estep 
Score: -4497208.500000 Penalty: 520.771851
	Iteration 0F: 2 clusters Score -4497208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -4434062.000000 Penalty: 1041.543701
	Iteration 0F: 3 clusters Score -4434062 nChanged 45681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -4460385.500000 Penalty: 1041.543701
	Iteration 1F: 3 clusters Score -4460386 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -4460963.000000 Penalty: 1041.543701
	Iteration 2Q: 3 clusters Score -4460963 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -4461850.000000 Penalty: 1041.543701
	Iteration 3Q: 3 clusters Score -4461850 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -4463615.500000 Penalty: 1041.543701
	Iteration 4Q: 3 clusters Score -4463616 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -4467205.000000 Penalty: 1041.543701
	Iteration 5F: 3 clusters Score -4467205 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -4473674.500000 Penalty: 1041.543701
	Iteration 6F: 3 clusters Score -4473674 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -4483123.500000 Penalty: 1041.543701
	Iteration 7F: 3 clusters Score -4483124 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -4491520.500000 Penalty: 1041.543701
	Iteration 8F: 3 clusters Score -4491520 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 92099 members 
Entering Unmasked Estep 
Score: -4495415.000000 Penalty: 1041.543701
	Iteration 9Q: 3 clusters Score -4495415 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -4496467.000000 Penalty: 1041.543701
	Iteration 10Q: 3 clusters Score -4496467 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -4496675.000000 Penalty: 1041.543701
	Iteration 11Q: 3 clusters Score -4496675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -4496712.000000 Penalty: 1041.543701
	Iteration 12Q: 3 clusters Score -4496712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -4496730.000000 Penalty: 1041.543701
	Iteration 13Q: 3 clusters Score -4496730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 93442 members 
Entering Unmasked Estep 
Score: -4496739.500000 Penalty: 1041.543701
	Iteration 14Q: 3 clusters Score -4496740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -4496747.000000 Penalty: 1041.543701
	Iteration 15Q: 3 clusters Score -4496747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -4496749.000000 Penalty: 1041.543701
	Iteration 16Q: 3 clusters Score -4496749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -4496749.000000 Penalty: 1041.543701
	Iteration 17F: 3 clusters Score -4496749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Entering Unmasked Estep 
Score: -481278.375000 Penalty: 417.792328
	Iteration 0F: 2 clusters Score -481278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -474812.625000 Penalty: 835.584656
	Iteration 0F: 3 clusters Score -474812.6 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -477215.500000 Penalty: 835.584656
	Iteration 1F: 3 clusters Score -477215.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -477340.968750 Penalty: 835.584656
	Iteration 2Q: 3 clusters Score -477341 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -477499.718750 Penalty: 835.584656
	Iteration 3Q: 3 clusters Score -477499.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -477729.468750 Penalty: 835.584656
	Iteration 4Q: 3 clusters Score -477729.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -478076.500000 Penalty: 835.584656
	Iteration 5F: 3 clusters Score -478076.5 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -478656.625000 Penalty: 835.584656
	Iteration 6F: 3 clusters Score -478656.6 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -479396.812500 Penalty: 835.584656
	Iteration 7F: 3 clusters Score -479396.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -480101.375000 Penalty: 835.584656
	Iteration 8F: 3 clusters Score -480101.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -480594.937500 Penalty: 835.584656
	Iteration 9Q: 3 clusters Score -480594.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -480799.656250 Penalty: 835.584656
	Iteration 10Q: 3 clusters Score -480799.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -480850.062500 Penalty: 835.584656
	Iteration 11Q: 3 clusters Score -480850.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -480878.750000 Penalty: 835.584656
	Iteration 12Q: 3 clusters Score -480878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -480889.156250 Penalty: 835.584656
	Iteration 13Q: 3 clusters Score -480889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -480901.531250 Penalty: 835.584656
	Iteration 14Q: 3 clusters Score -480901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -480907.031250 Penalty: 835.584656
	Iteration 15Q: 3 clusters Score -480907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -480910.937500 Penalty: 835.584656
	Iteration 16Q: 3 clusters Score -480910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -480915.718750 Penalty: 835.584656
	Iteration 17Q: 3 clusters Score -480915.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -480918.843750 Penalty: 835.584656
	Iteration 18Q: 3 clusters Score -480918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -480918.843750 Penalty: 835.584656
	Iteration 19F: 3 clusters Score -480918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Entering Unmasked Estep 
Score: -260514.203125 Penalty: 392.583008
	Iteration 0F: 2 clusters Score -260514.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -256787.421875 Penalty: 785.166016
	Iteration 0F: 3 clusters Score -256787.4 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -258348.453125 Penalty: 785.166016
	Iteration 1F: 3 clusters Score -258348.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -258587.406250 Penalty: 785.166016
	Iteration 2F: 3 clusters Score -258587.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -258807.234375 Penalty: 785.166016
	Iteration 3F: 3 clusters Score -258807.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -259031.125000 Penalty: 785.166016
	Iteration 4F: 3 clusters Score -259031.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -259269.062500 Penalty: 785.166016
	Iteration 5F: 3 clusters Score -259269.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -259454.156250 Penalty: 785.166016
	Iteration 6F: 3 clusters Score -259454.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -259593.625000 Penalty: 785.166016
	Iteration 7Q: 3 clusters Score -259593.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -259690.406250 Penalty: 785.166016
	Iteration 8Q: 3 clusters Score -259690.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -259730.968750 Penalty: 785.166016
	Iteration 9Q: 3 clusters Score -259731 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -259751.218750 Penalty: 785.166016
	Iteration 10Q: 3 clusters Score -259751.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -259766.218750 Penalty: 785.166016
	Iteration 11Q: 3 clusters Score -259766.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -259777.593750 Penalty: 785.166016
	Iteration 12Q: 3 clusters Score -259777.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -259792.187500 Penalty: 785.166016
	Iteration 13Q: 3 clusters Score -259792.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -259804.968750 Penalty: 785.166016
	Iteration 14Q: 3 clusters Score -259805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -259812.437500 Penalty: 785.166016
	Iteration 15Q: 3 clusters Score -259812.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -259820.671875 Penalty: 785.166016
	Iteration 16Q: 3 clusters Score -259820.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -259828.078125 Penalty: 785.166016
	Iteration 17Q: 3 clusters Score -259828.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -259834.734375 Penalty: 785.166016
	Iteration 18Q: 3 clusters Score -259834.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -259840.609375 Penalty: 785.166016
	Iteration 19Q: 3 clusters Score -259840.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -259845.015625 Penalty: 785.166016
	Iteration 20F: 3 clusters Score -259845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -259848.781250 Penalty: 785.166016
	Iteration 21Q: 3 clusters Score -259848.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -259854.140625 Penalty: 785.166016
	Iteration 22Q: 3 clusters Score -259854.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -259860.203125 Penalty: 785.166016
	Iteration 23Q: 3 clusters Score -259860.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -259866.453125 Penalty: 785.166016
	Iteration 24Q: 3 clusters Score -259866.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -259871.765625 Penalty: 785.166016
	Iteration 25Q: 3 clusters Score -259871.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -259880.000000 Penalty: 785.166016
	Iteration 26Q: 3 clusters Score -259880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -259886.812500 Penalty: 785.166016
	Iteration 27Q: 3 clusters Score -259886.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -259891.031250 Penalty: 785.166016
	Iteration 28Q: 3 clusters Score -259891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -259896.109375 Penalty: 785.166016
	Iteration 29Q: 3 clusters Score -259896.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -259902.328125 Penalty: 785.166016
	Iteration 30Q: 3 clusters Score -259902.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -259908.531250 Penalty: 785.166016
	Iteration 31Q: 3 clusters Score -259908.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -259914.562500 Penalty: 785.166016
	Iteration 32Q: 3 clusters Score -259914.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -259919.328125 Penalty: 785.166016
	Iteration 33Q: 3 clusters Score -259919.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -259923.968750 Penalty: 785.166016
	Iteration 34Q: 3 clusters Score -259924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -259927.953125 Penalty: 785.166016
	Iteration 35Q: 3 clusters Score -259928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -259933.718750 Penalty: 785.166016
	Iteration 36Q: 3 clusters Score -259933.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -259941.015625 Penalty: 785.166016
	Iteration 37Q: 3 clusters Score -259941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -259947.609375 Penalty: 785.166016
	Iteration 38Q: 3 clusters Score -259947.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -259953.000000 Penalty: 785.166016
	Iteration 39Q: 3 clusters Score -259953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -259957.234375 Penalty: 785.166016
	Iteration 40F: 3 clusters Score -259957.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -259960.968750 Penalty: 785.166016
	Iteration 41Q: 3 clusters Score -259961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -259964.812500 Penalty: 785.166016
	Iteration 42Q: 3 clusters Score -259964.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -259969.250000 Penalty: 785.166016
	Iteration 43Q: 3 clusters Score -259969.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -259973.750000 Penalty: 785.166016
	Iteration 44Q: 3 clusters Score -259973.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -259977.421875 Penalty: 785.166016
	Iteration 45Q: 3 clusters Score -259977.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -259978.906250 Penalty: 785.166016
	Iteration 46Q: 3 clusters Score -259978.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -259982.046875 Penalty: 785.166016
	Iteration 47Q: 3 clusters Score -259982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -259988.265625 Penalty: 785.166016
	Iteration 48Q: 3 clusters Score -259988.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -259995.781250 Penalty: 785.166016
	Iteration 49Q: 3 clusters Score -259995.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -260001.093750 Penalty: 785.166016
	Iteration 50Q: 3 clusters Score -260001.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -260005.781250 Penalty: 785.166016
	Iteration 51Q: 3 clusters Score -260005.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -260009.375000 Penalty: 785.166016
	Iteration 52Q: 3 clusters Score -260009.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -260012.484375 Penalty: 785.166016
	Iteration 53Q: 3 clusters Score -260012.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -260016.359375 Penalty: 785.166016
	Iteration 54Q: 3 clusters Score -260016.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -260020.171875 Penalty: 785.166016
	Iteration 55Q: 3 clusters Score -260020.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -260027.703125 Penalty: 785.166016
	Iteration 56Q: 3 clusters Score -260027.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -260035.484375 Penalty: 785.166016
	Iteration 57Q: 3 clusters Score -260035.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -260041.796875 Penalty: 785.166016
	Iteration 58Q: 3 clusters Score -260041.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -260049.343750 Penalty: 785.166016
	Iteration 59Q: 3 clusters Score -260049.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -260057.421875 Penalty: 785.166016
	Iteration 60F: 3 clusters Score -260057.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -260066.515625 Penalty: 785.166016
	Iteration 61Q: 3 clusters Score -260066.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -260073.921875 Penalty: 785.166016
	Iteration 62Q: 3 clusters Score -260073.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -260081.484375 Penalty: 785.166016
	Iteration 63Q: 3 clusters Score -260081.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -260087.609375 Penalty: 785.166016
	Iteration 64Q: 3 clusters Score -260087.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -260093.187500 Penalty: 785.166016
	Iteration 65Q: 3 clusters Score -260093.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -260097.265625 Penalty: 785.166016
	Iteration 66Q: 3 clusters Score -260097.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -260099.812500 Penalty: 785.166016
	Iteration 67Q: 3 clusters Score -260099.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -260102.031250 Penalty: 785.166016
	Iteration 68Q: 3 clusters Score -260102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -260104.515625 Penalty: 785.166016
	Iteration 69Q: 3 clusters Score -260104.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -260106.500000 Penalty: 785.166016
	Iteration 70Q: 3 clusters Score -260106.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -260107.687500 Penalty: 785.166016
	Iteration 71Q: 3 clusters Score -260107.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -260108.890625 Penalty: 785.166016
	Iteration 72Q: 3 clusters Score -260108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -260110.343750 Penalty: 785.166016
	Iteration 73Q: 3 clusters Score -260110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -260111.093750 Penalty: 785.166016
	Iteration 74Q: 3 clusters Score -260111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -260110.843750 Penalty: 785.166016
	Iteration 75Q: 3 clusters Score -260110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -260110.640625 Penalty: 785.166016
	Iteration 76Q: 3 clusters Score -260110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -260111.437500 Penalty: 785.166016
	Iteration 77Q: 3 clusters Score -260111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -260112.171875 Penalty: 785.166016
	Iteration 78Q: 3 clusters Score -260112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -260112.718750 Penalty: 785.166016
	Iteration 79Q: 3 clusters Score -260112.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -260114.953125 Penalty: 785.166016
	Iteration 80F: 3 clusters Score -260115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -260115.765625 Penalty: 785.166016
	Iteration 81Q: 3 clusters Score -260115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -260116.937500 Penalty: 785.166016
	Iteration 82Q: 3 clusters Score -260116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -260117.796875 Penalty: 785.166016
	Iteration 83Q: 3 clusters Score -260117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -260118.718750 Penalty: 785.166016
	Iteration 84Q: 3 clusters Score -260118.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -260120.375000 Penalty: 785.166016
	Iteration 85Q: 3 clusters Score -260120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -260120.828125 Penalty: 785.166016
	Iteration 86Q: 3 clusters Score -260120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -260120.828125 Penalty: 785.166016
	Iteration 87F: 3 clusters Score -260120.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Entering Unmasked Estep 
Score: -772634.125000 Penalty: 439.385284
	Iteration 0F: 2 clusters Score -772634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -762217.125000 Penalty: 878.770569
	Iteration 0F: 3 clusters Score -762217.1 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -766382.500000 Penalty: 878.770569
	Iteration 1F: 3 clusters Score -766382.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -766618.062500 Penalty: 878.770569
	Iteration 2Q: 3 clusters Score -766618.1 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -766979.062500 Penalty: 878.770569
	Iteration 3Q: 3 clusters Score -766979.1 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -767471.125000 Penalty: 878.770569
	Iteration 4F: 3 clusters Score -767471.1 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -768253.125000 Penalty: 878.770569
	Iteration 5F: 3 clusters Score -768253.1 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -769252.625000 Penalty: 878.770569
	Iteration 6F: 3 clusters Score -769252.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -769987.500000 Penalty: 878.770569
	Iteration 7F: 3 clusters Score -769987.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -770343.312500 Penalty: 878.770569
	Iteration 8Q: 3 clusters Score -770343.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -770597.000000 Penalty: 878.770569
	Iteration 9Q: 3 clusters Score -770597 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -770918.187500 Penalty: 878.770569
	Iteration 10Q: 3 clusters Score -770918.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -771311.500000 Penalty: 878.770569
	Iteration 11Q: 3 clusters Score -771311.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -771665.062500 Penalty: 878.770569
	Iteration 12Q: 3 clusters Score -771665.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -771920.375000 Penalty: 878.770569
	Iteration 13Q: 3 clusters Score -771920.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -772083.125000 Penalty: 878.770569
	Iteration 14Q: 3 clusters Score -772083.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -772172.812500 Penalty: 878.770569
	Iteration 15Q: 3 clusters Score -772172.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -772230.000000 Penalty: 878.770569
	Iteration 16Q: 3 clusters Score -772230 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -772259.687500 Penalty: 878.770569
	Iteration 17Q: 3 clusters Score -772259.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -772289.937500 Penalty: 878.770569
	Iteration 18Q: 3 clusters Score -772289.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -772308.500000 Penalty: 878.770569
	Iteration 19Q: 3 clusters Score -772308.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -772328.375000 Penalty: 878.770569
	Iteration 20F: 3 clusters Score -772328.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -772340.250000 Penalty: 878.770569
	Iteration 21Q: 3 clusters Score -772340.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -772342.375000 Penalty: 878.770569
	Iteration 22Q: 3 clusters Score -772342.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -772344.937500 Penalty: 878.770569
	Iteration 23Q: 3 clusters Score -772344.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -772345.937500 Penalty: 878.770569
	Iteration 24Q: 3 clusters Score -772345.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -772346.437500 Penalty: 878.770569
	Iteration 25Q: 3 clusters Score -772346.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -772352.250000 Penalty: 878.770569
	Iteration 26Q: 3 clusters Score -772352.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -772351.312500 Penalty: 878.770569
	Iteration 27Q: 3 clusters Score -772351.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -772353.375000 Penalty: 878.770569
	Iteration 28Q: 3 clusters Score -772353.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -772352.750000 Penalty: 878.770569
	Iteration 29Q: 3 clusters Score -772352.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -772353.812500 Penalty: 878.770569
	Iteration 30Q: 3 clusters Score -772353.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -772353.375000 Penalty: 878.770569
	Iteration 31Q: 3 clusters Score -772353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -772353.062500 Penalty: 878.770569
	Iteration 32Q: 3 clusters Score -772353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -772353.062500 Penalty: 878.770569
	Iteration 33F: 3 clusters Score -772353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -14477.650391 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -14477.65 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 137 members 
Entering Unmasked Estep 
Score: -14121.267578 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -14121.27 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14263.812500 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -14263.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14312.481445 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -14312.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14332.880859 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -14332.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14359.240234 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -14359.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14400.468750 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -14400.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14437.956055 Penalty: 515.644836
	Iteration 6F: 3 clusters Score -14437.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14491.037109 Penalty: 515.644836
	Iteration 7F: 3 clusters Score -14491.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14594.764648 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -14594.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14605.847656 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -14605.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14605.847656 Penalty: 515.644836
	Iteration 10F: 3 clusters Score -14605.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89313 members 
Mstep: Class 4 contains 63439 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87536 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 38328 members 
Mstep: Class 11 contains 15055 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56789 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 93483 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 158 members 
Mstep: Class 25 contains 77324 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 131 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 126875 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128589 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 109068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2132 members 
Mstep: Class 44 contains 235289 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1299 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 56633 members 
Mstep: Class 52 contains 1361 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237988 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7259 members 
Mstep: Class 60 contains 128268 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
Score: -90752832.000000 Penalty: 39561.332031
Splitting cluster 24 changes total score from -90753032.000000 to -90752832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (77324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77324 members 
Entering Unmasked Estep 
Score: -3903022.500000 Penalty: 512.137024
	Iteration 0F: 2 clusters Score -3903022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -3851010.750000 Penalty: 1024.274048
	Iteration 0F: 3 clusters Score -3851011 nChanged 37756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -3875856.250000 Penalty: 1024.274048
	Iteration 1F: 3 clusters Score -3875856 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -3878464.500000 Penalty: 1024.274048
	Iteration 2F: 3 clusters Score -3878464 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -3882774.750000 Penalty: 1024.274048
	Iteration 3F: 3 clusters Score -3882775 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -3888459.500000 Penalty: 1024.274048
	Iteration 4F: 3 clusters Score -3888460 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -3892592.750000 Penalty: 1024.274048
	Iteration 5F: 3 clusters Score -3892593 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -3894160.500000 Penalty: 1024.274048
	Iteration 6Q: 3 clusters Score -3894160 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -3894910.750000 Penalty: 1024.274048
	Iteration 7Q: 3 clusters Score -3894911 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -3895461.750000 Penalty: 1024.274048
	Iteration 8Q: 3 clusters Score -3895462 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -3895879.000000 Penalty: 1024.274048
	Iteration 9Q: 3 clusters Score -3895879 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -3896245.500000 Penalty: 1024.274048
	Iteration 10Q: 3 clusters Score -3896246 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -3896554.000000 Penalty: 1024.274048
	Iteration 11Q: 3 clusters Score -3896554 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -3896689.000000 Penalty: 1024.274048
	Iteration 12Q: 3 clusters Score -3896689 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -3896799.000000 Penalty: 1024.274048
	Iteration 13Q: 3 clusters Score -3896799 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -3896942.250000 Penalty: 1024.274048
	Iteration 14Q: 3 clusters Score -3896942 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -3897011.000000 Penalty: 1024.274048
	Iteration 15Q: 3 clusters Score -3897011 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -3897068.000000 Penalty: 1024.274048
	Iteration 16Q: 3 clusters Score -3897068 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -3897117.000000 Penalty: 1024.274048
	Iteration 17Q: 3 clusters Score -3897117 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -3897168.500000 Penalty: 1024.274048
	Iteration 18Q: 3 clusters Score -3897168 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -3897238.000000 Penalty: 1024.274048
	Iteration 19Q: 3 clusters Score -3897238 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -3897301.500000 Penalty: 1024.274048
	Iteration 20F: 3 clusters Score -3897302 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -3897372.500000 Penalty: 1024.274048
	Iteration 21Q: 3 clusters Score -3897372 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -3897440.000000 Penalty: 1024.274048
	Iteration 22Q: 3 clusters Score -3897440 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -3897506.750000 Penalty: 1024.274048
	Iteration 23Q: 3 clusters Score -3897507 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -3897567.500000 Penalty: 1024.274048
	Iteration 24Q: 3 clusters Score -3897568 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -3897631.500000 Penalty: 1024.274048
	Iteration 25Q: 3 clusters Score -3897632 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -3897675.250000 Penalty: 1024.274048
	Iteration 26Q: 3 clusters Score -3897675 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -3897754.750000 Penalty: 1024.274048
	Iteration 27Q: 3 clusters Score -3897755 nChanged 372
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Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 53567 members 
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	Iteration 28Q: 3 clusters Score -3897825 nChanged 365
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Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 53924 members 
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	Iteration 29Q: 3 clusters Score -3897868 nChanged 355
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Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 54275 members 
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	Iteration 30Q: 3 clusters Score -3897937 nChanged 355
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Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 54630 members 
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	Iteration 31Q: 3 clusters Score -3897982 nChanged 392
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Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 55020 members 
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	Iteration 32Q: 3 clusters Score -3898030 nChanged 360
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Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 55376 members 
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	Iteration 33Q: 3 clusters Score -3898077 nChanged 362
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Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 55736 members 
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	Iteration 34Q: 3 clusters Score -3898123 nChanged 343
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Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 56079 members 
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	Iteration 35Q: 3 clusters Score -3898183 nChanged 377
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Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 56456 members 
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	Iteration 36Q: 3 clusters Score -3898250 nChanged 387
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Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 56843 members 
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	Iteration 37Q: 3 clusters Score -3898324 nChanged 408
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Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 57251 members 
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	Iteration 38Q: 3 clusters Score -3898410 nChanged 409
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Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 57660 members 
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	Iteration 39Q: 3 clusters Score -3898491 nChanged 404
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Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 58064 members 
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	Iteration 40F: 3 clusters Score -3898535 nChanged 434
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Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 58498 members 
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	Iteration 41Q: 3 clusters Score -3898616 nChanged 409
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Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 58907 members 
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	Iteration 42Q: 3 clusters Score -3898691 nChanged 414
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Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 59321 members 
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	Iteration 43Q: 3 clusters Score -3898770 nChanged 403
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Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 59724 members 
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	Iteration 44Q: 3 clusters Score -3898867 nChanged 391
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Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3898937 nChanged 411
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Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 60526 members 
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	Iteration 46Q: 3 clusters Score -3898999 nChanged 415
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Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 60941 members 
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	Iteration 47Q: 3 clusters Score -3899073 nChanged 447
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Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 61388 members 
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	Iteration 48Q: 3 clusters Score -3899160 nChanged 489
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Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 61877 members 
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	Iteration 49Q: 3 clusters Score -3899266 nChanged 496
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Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 62373 members 
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	Iteration 50Q: 3 clusters Score -3899364 nChanged 522
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Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 62895 members 
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	Iteration 51Q: 3 clusters Score -3899500 nChanged 518
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Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 63413 members 
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	Iteration 52Q: 3 clusters Score -3899610 nChanged 522
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Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 63935 members 
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	Iteration 53Q: 3 clusters Score -3899746 nChanged 493
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Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 64428 members 
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	Iteration 54Q: 3 clusters Score -3899858 nChanged 507
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Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 64935 members 
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	Iteration 55Q: 3 clusters Score -3899991 nChanged 472
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Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 65407 members 
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	Iteration 56Q: 3 clusters Score -3900122 nChanged 430
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Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 65837 members 
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	Iteration 57Q: 3 clusters Score -3900231 nChanged 425
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Mstep: Class 1 contains 11062 members 
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	Iteration 58Q: 3 clusters Score -3900338 nChanged 411
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Mstep: Class 2 contains 66673 members 
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	Iteration 59Q: 3 clusters Score -3900440 nChanged 381
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Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 67054 members 
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	Iteration 60F: 3 clusters Score -3900528 nChanged 379
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Mstep: Class 1 contains 9891 members 
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	Iteration 61Q: 3 clusters Score -3900605 nChanged 353
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Mstep: Class 1 contains 9538 members 
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	Iteration 62Q: 3 clusters Score -3900684 nChanged 327
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	Iteration 63Q: 3 clusters Score -3900745 nChanged 329
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Mstep: Class 1 contains 8882 members 
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	Iteration 64Q: 3 clusters Score -3900822 nChanged 283
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Mstep: Class 1 contains 8599 members 
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	Iteration 65Q: 3 clusters Score -3900872 nChanged 286
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Mstep: Class 1 contains 8313 members 
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	Iteration 66Q: 3 clusters Score -3900932 nChanged 295
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Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 69306 members 
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	Iteration 67Q: 3 clusters Score -3900990 nChanged 310
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Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 69616 members 
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	Iteration 68Q: 3 clusters Score -3901070 nChanged 335
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Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 69951 members 
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	Iteration 69Q: 3 clusters Score -3901146 nChanged 338
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Mstep: Class 1 contains 7035 members 
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	Iteration 70Q: 3 clusters Score -3901250 nChanged 294
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Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 70583 members 
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	Iteration 71Q: 3 clusters Score -3901326 nChanged 285
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Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 70868 members 
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	Iteration 72Q: 3 clusters Score -3901393 nChanged 284
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Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 71152 members 
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	Iteration 73Q: 3 clusters Score -3901471 nChanged 311
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Mstep: Class 1 contains 5861 members 
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	Iteration 74Q: 3 clusters Score -3901548 nChanged 313
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Mstep: Class 1 contains 5548 members 
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	Iteration 75Q: 3 clusters Score -3901636 nChanged 310
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Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 72086 members 
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	Iteration 76Q: 3 clusters Score -3901734 nChanged 289
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Mstep: Class 1 contains 4949 members 
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	Iteration 77Q: 3 clusters Score -3901838 nChanged 252
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Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 72627 members 
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	Iteration 78Q: 3 clusters Score -3901910 nChanged 230
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Mstep: Class 1 contains 4467 members 
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	Iteration 79Q: 3 clusters Score -3901957 nChanged 181
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Mstep: Class 1 contains 4286 members 
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	Iteration 80F: 3 clusters Score -3902007 nChanged 177
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	Iteration 81Q: 3 clusters Score -3902044 nChanged 154
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Mstep: Class 1 contains 3955 members 
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	Iteration 82Q: 3 clusters Score -3902075 nChanged 128
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Mstep: Class 1 contains 3827 members 
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	Iteration 83Q: 3 clusters Score -3902100 nChanged 118
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Mstep: Class 1 contains 3709 members 
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	Iteration 84Q: 3 clusters Score -3902110 nChanged 102
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	Iteration 85Q: 3 clusters Score -3902128 nChanged 120
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Mstep: Class 1 contains 3487 members 
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	Iteration 86Q: 3 clusters Score -3902157 nChanged 117
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Mstep: Class 1 contains 3370 members 
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	Iteration 87Q: 3 clusters Score -3902172 nChanged 109
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Mstep: Class 1 contains 3261 members 
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	Iteration 88Q: 3 clusters Score -3902198 nChanged 118
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	Iteration 89Q: 3 clusters Score -3902221 nChanged 104
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Mstep: Class 1 contains 3041 members 
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	Iteration 90Q: 3 clusters Score -3902254 nChanged 106
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	Iteration 91Q: 3 clusters Score -3902282 nChanged 110
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Mstep: Class 1 contains 2825 members 
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	Iteration 92Q: 3 clusters Score -3902311 nChanged 114
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	Iteration 93Q: 3 clusters Score -3902347 nChanged 101
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	Iteration 94Q: 3 clusters Score -3902378 nChanged 80
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Mstep: Class 1 contains 2530 members 
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	Iteration 95Q: 3 clusters Score -3902396 nChanged 74
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Mstep: Class 1 contains 2456 members 
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	Iteration 96Q: 3 clusters Score -3902402 nChanged 75
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Mstep: Class 1 contains 2383 members 
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	Iteration 97Q: 3 clusters Score -3902417 nChanged 68
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	Iteration 98Q: 3 clusters Score -3902434 nChanged 65
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	Iteration 99Q: 3 clusters Score -3902450 nChanged 48
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	Iteration 100F: 3 clusters Score -3902457 nChanged 41
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	Iteration 101Q: 3 clusters Score -3902465 nChanged 48
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	Iteration 102Q: 3 clusters Score -3902478 nChanged 42
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Mstep: Class 1 contains 2073 members 
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	Iteration 103Q: 3 clusters Score -3902482 nChanged 39
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	Iteration 104Q: 3 clusters Score -3902486 nChanged 28
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	Iteration 105Q: 3 clusters Score -3902482 nChanged 23
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	Iteration 106Q: 3 clusters Score -3902487 nChanged 27
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	Iteration 107Q: 3 clusters Score -3902504 nChanged 24
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	Iteration 108Q: 3 clusters Score -3902513 nChanged 27
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	Iteration 109Q: 3 clusters Score -3902519 nChanged 30
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	Iteration 110Q: 3 clusters Score -3902521 nChanged 26
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	Iteration 111Q: 3 clusters Score -3902522 nChanged 21
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	Iteration 112Q: 3 clusters Score -3902522 nChanged 26
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	Iteration 113Q: 3 clusters Score -3902526 nChanged 20
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	Iteration 114Q: 3 clusters Score -3902531 nChanged 29
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	Iteration 115Q: 3 clusters Score -3902532 nChanged 28
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	Iteration 116Q: 3 clusters Score -3902546 nChanged 32
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	Iteration 117Q: 3 clusters Score -3902556 nChanged 26
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	Iteration 118Q: 3 clusters Score -3902557 nChanged 20
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	Iteration 119Q: 3 clusters Score -3902560 nChanged 15
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	Iteration 120F: 3 clusters Score -3902560 nChanged 14
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Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -3902562.500000 Penalty: 1024.274048
	Iteration 121Q: 3 clusters Score -3902562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -3902564.750000 Penalty: 1024.274048
	Iteration 122Q: 3 clusters Score -3902565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 75718 members 
Entering Unmasked Estep 
Score: -3902568.250000 Penalty: 1024.274048
	Iteration 123Q: 3 clusters Score -3902568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -3902565.750000 Penalty: 1024.274048
	Iteration 124Q: 3 clusters Score -3902566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -3902576.250000 Penalty: 1024.274048
	Iteration 125Q: 3 clusters Score -3902576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -3902578.000000 Penalty: 1024.274048
	Iteration 126Q: 3 clusters Score -3902578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -3902574.750000 Penalty: 1024.274048
	Iteration 127Q: 3 clusters Score -3902575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -3902572.250000 Penalty: 1024.274048
	Iteration 128Q: 3 clusters Score -3902572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -3902581.500000 Penalty: 1024.274048
	Iteration 129Q: 3 clusters Score -3902582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -3902579.000000 Penalty: 1024.274048
	Iteration 130Q: 3 clusters Score -3902579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -3902577.500000 Penalty: 1024.274048
	Iteration 131Q: 3 clusters Score -3902578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -3902587.750000 Penalty: 1024.274048
	Iteration 132Q: 3 clusters Score -3902588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -3902585.500000 Penalty: 1024.274048
	Iteration 133Q: 3 clusters Score -3902586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
Score: -3902588.500000 Penalty: 1024.274048
	Iteration 134Q: 3 clusters Score -3902588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -3902592.000000 Penalty: 1024.274048
	Iteration 135Q: 3 clusters Score -3902592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -3902599.000000 Penalty: 1024.274048
	Iteration 136Q: 3 clusters Score -3902599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -3902595.250000 Penalty: 1024.274048
	Iteration 137Q: 3 clusters Score -3902595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -3902597.250000 Penalty: 1024.274048
	Iteration 138Q: 3 clusters Score -3902597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -3902599.750000 Penalty: 1024.274048
	Iteration 139Q: 3 clusters Score -3902600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -3902602.500000 Penalty: 1024.274048
	Iteration 140F: 3 clusters Score -3902602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -3902606.000000 Penalty: 1024.274048
	Iteration 141Q: 3 clusters Score -3902606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -3902602.000000 Penalty: 1024.274048
	Iteration 142Q: 3 clusters Score -3902602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -3902602.750000 Penalty: 1024.274048
	Iteration 143Q: 3 clusters Score -3902603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -3902608.000000 Penalty: 1024.274048
	Iteration 144Q: 3 clusters Score -3902608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -3902611.000000 Penalty: 1024.274048
	Iteration 145Q: 3 clusters Score -3902611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -3902611.000000 Penalty: 1024.274048
	Iteration 146Q: 3 clusters Score -3902611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -3902614.000000 Penalty: 1024.274048
	Iteration 147Q: 3 clusters Score -3902614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -3902614.500000 Penalty: 1024.274048
	Iteration 148Q: 3 clusters Score -3902614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 75955 members 
Entering Unmasked Estep 
Score: -3902612.250000 Penalty: 1024.274048
	Iteration 149Q: 3 clusters Score -3902612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -3902615.000000 Penalty: 1024.274048
	Iteration 150Q: 3 clusters Score -3902615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -3902615.000000 Penalty: 1024.274048
	Iteration 151F: 3 clusters Score -3902615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -16647.474609 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -16647.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16218.727539 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -16218.73 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16446.759766 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -16446.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16525.486328 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -16525.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16580.593750 Penalty: 556.345093
	Iteration 3F: 3 clusters Score -16580.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16601.837891 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -16601.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -16613.140625 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -16613.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16614.103516 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -16614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16614.103516 Penalty: 556.345093
	Iteration 7F: 3 clusters Score -16614.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -50545.832031 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -50545.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -49728.261719 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -49728.26 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -49949.539062 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -49949.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -50003.125000 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -50003.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -50054.460938 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -50054.46 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -50110.148438 Penalty: 632.436951
	Iteration 4F: 3 clusters Score -50110.15 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -50142.476562 Penalty: 632.436951
	Iteration 5Q: 3 clusters Score -50142.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -50159.082031 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -50159.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -50169.660156 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -50169.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50186.191406 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -50186.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -50202.183594 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -50202.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -50219.347656 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -50219.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -50235.152344 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -50235.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -50251.542969 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -50251.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -50264.363281 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -50264.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -50273.257812 Penalty: 632.436951
	Iteration 14Q: 3 clusters Score -50273.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50279.453125 Penalty: 632.436951
	Iteration 15Q: 3 clusters Score -50279.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50286.207031 Penalty: 632.436951
	Iteration 16Q: 3 clusters Score -50286.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -50290.492188 Penalty: 632.436951
	Iteration 17Q: 3 clusters Score -50290.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50294.609375 Penalty: 632.436951
	Iteration 18Q: 3 clusters Score -50294.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50298.933594 Penalty: 632.436951
	Iteration 19Q: 3 clusters Score -50298.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50307.359375 Penalty: 632.436951
	Iteration 20F: 3 clusters Score -50307.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50312.910156 Penalty: 632.436951
	Iteration 21Q: 3 clusters Score -50312.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -50314.429688 Penalty: 632.436951
	Iteration 22Q: 3 clusters Score -50314.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50316.820312 Penalty: 632.436951
	Iteration 23Q: 3 clusters Score -50316.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -50318.410156 Penalty: 632.436951
	Iteration 24Q: 3 clusters Score -50318.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50320.496094 Penalty: 632.436951
	Iteration 25Q: 3 clusters Score -50320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50322.226562 Penalty: 632.436951
	Iteration 26Q: 3 clusters Score -50322.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50322.875000 Penalty: 632.436951
	Iteration 27Q: 3 clusters Score -50322.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50323.242188 Penalty: 632.436951
	Iteration 28Q: 3 clusters Score -50323.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50323.890625 Penalty: 632.436951
	Iteration 29Q: 3 clusters Score -50323.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50323.890625 Penalty: 632.436951
	Iteration 30F: 3 clusters Score -50323.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Entering Unmasked Estep 
Score: -184570.828125 Penalty: 378.235626
	Iteration 0F: 2 clusters Score -184570.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -181741.453125 Penalty: 756.471252
	Iteration 0F: 3 clusters Score -181741.5 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -182779.156250 Penalty: 756.471252
	Iteration 1F: 3 clusters Score -182779.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -182870.640625 Penalty: 756.471252
	Iteration 2F: 3 clusters Score -182870.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -182955.343750 Penalty: 756.471252
	Iteration 3Q: 3 clusters Score -182955.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -183053.203125 Penalty: 756.471252
	Iteration 4F: 3 clusters Score -183053.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -183169.625000 Penalty: 756.471252
	Iteration 5F: 3 clusters Score -183169.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -183298.078125 Penalty: 756.471252
	Iteration 6F: 3 clusters Score -183298.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -183439.718750 Penalty: 756.471252
	Iteration 7F: 3 clusters Score -183439.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -183586.937500 Penalty: 756.471252
	Iteration 8Q: 3 clusters Score -183586.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -183719.578125 Penalty: 756.471252
	Iteration 9Q: 3 clusters Score -183719.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -183840.734375 Penalty: 756.471252
	Iteration 10Q: 3 clusters Score -183840.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -183914.578125 Penalty: 756.471252
	Iteration 11Q: 3 clusters Score -183914.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -183966.562500 Penalty: 756.471252
	Iteration 12Q: 3 clusters Score -183966.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -184012.734375 Penalty: 756.471252
	Iteration 13Q: 3 clusters Score -184012.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -184042.656250 Penalty: 756.471252
	Iteration 14Q: 3 clusters Score -184042.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -184071.203125 Penalty: 756.471252
	Iteration 15Q: 3 clusters Score -184071.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -184098.890625 Penalty: 756.471252
	Iteration 16Q: 3 clusters Score -184098.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -184119.046875 Penalty: 756.471252
	Iteration 17Q: 3 clusters Score -184119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -184133.421875 Penalty: 756.471252
	Iteration 18Q: 3 clusters Score -184133.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -184144.203125 Penalty: 756.471252
	Iteration 19Q: 3 clusters Score -184144.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -184153.078125 Penalty: 756.471252
	Iteration 20F: 3 clusters Score -184153.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -184161.500000 Penalty: 756.471252
	Iteration 21Q: 3 clusters Score -184161.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -184172.078125 Penalty: 756.471252
	Iteration 22Q: 3 clusters Score -184172.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -184182.859375 Penalty: 756.471252
	Iteration 23Q: 3 clusters Score -184182.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -184197.015625 Penalty: 756.471252
	Iteration 24Q: 3 clusters Score -184197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -184211.062500 Penalty: 756.471252
	Iteration 25Q: 3 clusters Score -184211.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -184221.437500 Penalty: 756.471252
	Iteration 26Q: 3 clusters Score -184221.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -184228.593750 Penalty: 756.471252
	Iteration 27Q: 3 clusters Score -184228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -184232.921875 Penalty: 756.471252
	Iteration 28Q: 3 clusters Score -184232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -184235.703125 Penalty: 756.471252
	Iteration 29Q: 3 clusters Score -184235.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -184240.234375 Penalty: 756.471252
	Iteration 30Q: 3 clusters Score -184240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -184243.265625 Penalty: 756.471252
	Iteration 31Q: 3 clusters Score -184243.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -184246.031250 Penalty: 756.471252
	Iteration 32Q: 3 clusters Score -184246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -184249.296875 Penalty: 756.471252
	Iteration 33Q: 3 clusters Score -184249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -184250.750000 Penalty: 756.471252
	Iteration 34Q: 3 clusters Score -184250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -184251.281250 Penalty: 756.471252
	Iteration 35Q: 3 clusters Score -184251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -184251.343750 Penalty: 756.471252
	Iteration 36Q: 3 clusters Score -184251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -184251.343750 Penalty: 756.471252
	Iteration 37F: 3 clusters Score -184251.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -133609.921875 Penalty: 361.377472
	Iteration 0F: 2 clusters Score -133609.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -131630.906250 Penalty: 722.754944
	Iteration 0F: 3 clusters Score -131630.9 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -132346.140625 Penalty: 722.754944
	Iteration 1F: 3 clusters Score -132346.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -132480.875000 Penalty: 722.754944
	Iteration 2F: 3 clusters Score -132480.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -132617.234375 Penalty: 722.754944
	Iteration 3F: 3 clusters Score -132617.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -132716.750000 Penalty: 722.754944
	Iteration 4F: 3 clusters Score -132716.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -132791.515625 Penalty: 722.754944
	Iteration 5Q: 3 clusters Score -132791.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -132864.609375 Penalty: 722.754944
	Iteration 6Q: 3 clusters Score -132864.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -132928.859375 Penalty: 722.754944
	Iteration 7Q: 3 clusters Score -132928.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -132993.343750 Penalty: 722.754944
	Iteration 8Q: 3 clusters Score -132993.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -133059.750000 Penalty: 722.754944
	Iteration 9Q: 3 clusters Score -133059.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -133095.109375 Penalty: 722.754944
	Iteration 10Q: 3 clusters Score -133095.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -133113.109375 Penalty: 722.754944
	Iteration 11Q: 3 clusters Score -133113.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -133126.578125 Penalty: 722.754944
	Iteration 12Q: 3 clusters Score -133126.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -133135.750000 Penalty: 722.754944
	Iteration 13Q: 3 clusters Score -133135.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -133141.109375 Penalty: 722.754944
	Iteration 14Q: 3 clusters Score -133141.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -133144.843750 Penalty: 722.754944
	Iteration 15Q: 3 clusters Score -133144.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -133151.328125 Penalty: 722.754944
	Iteration 16Q: 3 clusters Score -133151.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -133156.937500 Penalty: 722.754944
	Iteration 17Q: 3 clusters Score -133156.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -133160.375000 Penalty: 722.754944
	Iteration 18Q: 3 clusters Score -133160.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -133164.078125 Penalty: 722.754944
	Iteration 19Q: 3 clusters Score -133164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -133166.500000 Penalty: 722.754944
	Iteration 20F: 3 clusters Score -133166.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -133167.234375 Penalty: 722.754944
	Iteration 21Q: 3 clusters Score -133167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -133168.578125 Penalty: 722.754944
	Iteration 22Q: 3 clusters Score -133168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -133170.671875 Penalty: 722.754944
	Iteration 23Q: 3 clusters Score -133170.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -133172.953125 Penalty: 722.754944
	Iteration 24Q: 3 clusters Score -133173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -133174.140625 Penalty: 722.754944
	Iteration 25Q: 3 clusters Score -133174.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -133175.171875 Penalty: 722.754944
	Iteration 26Q: 3 clusters Score -133175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -133176.578125 Penalty: 722.754944
	Iteration 27Q: 3 clusters Score -133176.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -133177.984375 Penalty: 722.754944
	Iteration 28Q: 3 clusters Score -133178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -133179.546875 Penalty: 722.754944
	Iteration 29Q: 3 clusters Score -133179.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -133181.328125 Penalty: 722.754944
	Iteration 30Q: 3 clusters Score -133181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -133182.062500 Penalty: 722.754944
	Iteration 31Q: 3 clusters Score -133182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -133182.859375 Penalty: 722.754944
	Iteration 32Q: 3 clusters Score -133182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -133183.062500 Penalty: 722.754944
	Iteration 33Q: 3 clusters Score -133183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -133183.687500 Penalty: 722.754944
	Iteration 34Q: 3 clusters Score -133183.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -133183.593750 Penalty: 722.754944
	Iteration 35Q: 3 clusters Score -133183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -133183.890625 Penalty: 722.754944
	Iteration 36Q: 3 clusters Score -133183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -133184.187500 Penalty: 722.754944
	Iteration 37Q: 3 clusters Score -133184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -133184.296875 Penalty: 722.754944
	Iteration 38Q: 3 clusters Score -133184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -133184.437500 Penalty: 722.754944
	Iteration 39Q: 3 clusters Score -133184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -133184.437500 Penalty: 722.754944
	Iteration 40F: 3 clusters Score -133184.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Entering Unmasked Estep 
Score: -239124.234375 Penalty: 388.102020
	Iteration 0F: 2 clusters Score -239124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -235691.921875 Penalty: 776.204041
	Iteration 0F: 3 clusters Score -235691.9 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -237074.578125 Penalty: 776.204041
	Iteration 1F: 3 clusters Score -237074.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -237361.109375 Penalty: 776.204041
	Iteration 2F: 3 clusters Score -237361.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -237630.250000 Penalty: 776.204041
	Iteration 3F: 3 clusters Score -237630.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -237878.468750 Penalty: 776.204041
	Iteration 4F: 3 clusters Score -237878.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -238149.890625 Penalty: 776.204041
	Iteration 5F: 3 clusters Score -238149.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -238313.250000 Penalty: 776.204041
	Iteration 6F: 3 clusters Score -238313.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -238390.953125 Penalty: 776.204041
	Iteration 7Q: 3 clusters Score -238391 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -238444.187500 Penalty: 776.204041
	Iteration 8Q: 3 clusters Score -238444.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -238476.984375 Penalty: 776.204041
	Iteration 9Q: 3 clusters Score -238477 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -238504.968750 Penalty: 776.204041
	Iteration 10Q: 3 clusters Score -238505 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -238527.187500 Penalty: 776.204041
	Iteration 11Q: 3 clusters Score -238527.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -238547.406250 Penalty: 776.204041
	Iteration 12Q: 3 clusters Score -238547.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -238564.828125 Penalty: 776.204041
	Iteration 13Q: 3 clusters Score -238564.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -238594.265625 Penalty: 776.204041
	Iteration 14Q: 3 clusters Score -238594.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -238632.125000 Penalty: 776.204041
	Iteration 15Q: 3 clusters Score -238632.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -238669.765625 Penalty: 776.204041
	Iteration 16Q: 3 clusters Score -238669.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -238704.031250 Penalty: 776.204041
	Iteration 17Q: 3 clusters Score -238704 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -238734.234375 Penalty: 776.204041
	Iteration 18Q: 3 clusters Score -238734.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -238755.515625 Penalty: 776.204041
	Iteration 19Q: 3 clusters Score -238755.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -238774.562500 Penalty: 776.204041
	Iteration 20F: 3 clusters Score -238774.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -238788.656250 Penalty: 776.204041
	Iteration 21Q: 3 clusters Score -238788.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -238798.812500 Penalty: 776.204041
	Iteration 22Q: 3 clusters Score -238798.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -238807.031250 Penalty: 776.204041
	Iteration 23Q: 3 clusters Score -238807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -238814.046875 Penalty: 776.204041
	Iteration 24Q: 3 clusters Score -238814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -238817.203125 Penalty: 776.204041
	Iteration 25Q: 3 clusters Score -238817.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -238819.843750 Penalty: 776.204041
	Iteration 26Q: 3 clusters Score -238819.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -238822.296875 Penalty: 776.204041
	Iteration 27Q: 3 clusters Score -238822.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -238826.281250 Penalty: 776.204041
	Iteration 28Q: 3 clusters Score -238826.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -238829.578125 Penalty: 776.204041
	Iteration 29Q: 3 clusters Score -238829.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -238830.375000 Penalty: 776.204041
	Iteration 30Q: 3 clusters Score -238830.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -238832.093750 Penalty: 776.204041
	Iteration 31Q: 3 clusters Score -238832.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -238832.390625 Penalty: 776.204041
	Iteration 32Q: 3 clusters Score -238832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -238832.953125 Penalty: 776.204041
	Iteration 33Q: 3 clusters Score -238833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -238833.234375 Penalty: 776.204041
	Iteration 34Q: 3 clusters Score -238833.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -238833.265625 Penalty: 776.204041
	Iteration 35Q: 3 clusters Score -238833.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -238834.000000 Penalty: 776.204041
	Iteration 36Q: 3 clusters Score -238834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -238834.125000 Penalty: 776.204041
	Iteration 37Q: 3 clusters Score -238834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -238835.218750 Penalty: 776.204041
	Iteration 38Q: 3 clusters Score -238835.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -238835.500000 Penalty: 776.204041
	Iteration 39Q: 3 clusters Score -238835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -238836.203125 Penalty: 776.204041
	Iteration 40F: 3 clusters Score -238836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -238836.859375 Penalty: 776.204041
	Iteration 41Q: 3 clusters Score -238836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -238838.125000 Penalty: 776.204041
	Iteration 42Q: 3 clusters Score -238838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -238838.812500 Penalty: 776.204041
	Iteration 43Q: 3 clusters Score -238838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -238841.828125 Penalty: 776.204041
	Iteration 44Q: 3 clusters Score -238841.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -238846.062500 Penalty: 776.204041
	Iteration 45Q: 3 clusters Score -238846.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -238849.140625 Penalty: 776.204041
	Iteration 46Q: 3 clusters Score -238849.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -238852.656250 Penalty: 776.204041
	Iteration 47Q: 3 clusters Score -238852.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -238857.890625 Penalty: 776.204041
	Iteration 48Q: 3 clusters Score -238857.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -238865.515625 Penalty: 776.204041
	Iteration 49Q: 3 clusters Score -238865.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -238870.437500 Penalty: 776.204041
	Iteration 50Q: 3 clusters Score -238870.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -238874.484375 Penalty: 776.204041
	Iteration 51Q: 3 clusters Score -238874.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -238881.671875 Penalty: 776.204041
	Iteration 52Q: 3 clusters Score -238881.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -238890.906250 Penalty: 776.204041
	Iteration 53Q: 3 clusters Score -238890.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -238898.078125 Penalty: 776.204041
	Iteration 54Q: 3 clusters Score -238898.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -238902.859375 Penalty: 776.204041
	Iteration 55Q: 3 clusters Score -238902.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -238908.062500 Penalty: 776.204041
	Iteration 56Q: 3 clusters Score -238908.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -238917.656250 Penalty: 776.204041
	Iteration 57Q: 3 clusters Score -238917.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -238930.031250 Penalty: 776.204041
	Iteration 58Q: 3 clusters Score -238930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -238936.406250 Penalty: 776.204041
	Iteration 59Q: 3 clusters Score -238936.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -238941.625000 Penalty: 776.204041
	Iteration 60F: 3 clusters Score -238941.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -238945.953125 Penalty: 776.204041
	Iteration 61Q: 3 clusters Score -238946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -238947.937500 Penalty: 776.204041
	Iteration 62Q: 3 clusters Score -238947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -238948.937500 Penalty: 776.204041
	Iteration 63Q: 3 clusters Score -238948.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -238949.531250 Penalty: 776.204041
	Iteration 64Q: 3 clusters Score -238949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -238949.984375 Penalty: 776.204041
	Iteration 65Q: 3 clusters Score -238950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -238950.546875 Penalty: 776.204041
	Iteration 66Q: 3 clusters Score -238950.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -238951.656250 Penalty: 776.204041
	Iteration 67Q: 3 clusters Score -238951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -238951.953125 Penalty: 776.204041
	Iteration 68Q: 3 clusters Score -238952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -238952.234375 Penalty: 776.204041
	Iteration 69Q: 3 clusters Score -238952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -238952.296875 Penalty: 776.204041
	Iteration 70Q: 3 clusters Score -238952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -238952.296875 Penalty: 776.204041
	Iteration 71F: 3 clusters Score -238952.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -23549.548828 Penalty: 287.266449
	Iteration 0F: 2 clusters Score -23549.55 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 284 members 
Entering Unmasked Estep 
Score: -23060.818359 Penalty: 574.532898
	Iteration 0F: 3 clusters Score -23060.82 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23327.271484 Penalty: 574.532898
	Iteration 1F: 3 clusters Score -23327.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23408.863281 Penalty: 574.532898
	Iteration 2F: 3 clusters Score -23408.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23426.644531 Penalty: 574.532898
	Iteration 3Q: 3 clusters Score -23426.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -23437.595703 Penalty: 574.532898
	Iteration 4Q: 3 clusters Score -23437.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23451.066406 Penalty: 574.532898
	Iteration 5Q: 3 clusters Score -23451.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23484.367188 Penalty: 574.532898
	Iteration 6Q: 3 clusters Score -23484.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23526.507812 Penalty: 574.532898
	Iteration 7Q: 3 clusters Score -23526.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23538.134766 Penalty: 574.532898
	Iteration 8Q: 3 clusters Score -23538.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23544.806641 Penalty: 574.532898
	Iteration 9Q: 3 clusters Score -23544.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23546.816406 Penalty: 574.532898
	Iteration 10Q: 3 clusters Score -23546.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23549.373047 Penalty: 574.532898
	Iteration 11Q: 3 clusters Score -23549.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23550.601562 Penalty: 574.532898
	Iteration 12Q: 3 clusters Score -23550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -23553.917969 Penalty: 574.532898
	Iteration 13Q: 3 clusters Score -23553.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23557.058594 Penalty: 574.532898
	Iteration 14Q: 3 clusters Score -23557.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23557.466797 Penalty: 574.532898
	Iteration 15Q: 3 clusters Score -23557.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23560.777344 Penalty: 574.532898
	Iteration 16Q: 3 clusters Score -23560.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -23567.289062 Penalty: 574.532898
	Iteration 17Q: 3 clusters Score -23567.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -23573.644531 Penalty: 574.532898
	Iteration 18Q: 3 clusters Score -23573.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23575.386719 Penalty: 574.532898
	Iteration 19Q: 3 clusters Score -23575.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23575.603516 Penalty: 574.532898
	Iteration 20F: 3 clusters Score -23575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23577.556641 Penalty: 574.532898
	Iteration 21Q: 3 clusters Score -23577.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23578.103516 Penalty: 574.532898
	Iteration 22Q: 3 clusters Score -23578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -23578.792969 Penalty: 574.532898
	Iteration 23Q: 3 clusters Score -23578.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -23579.425781 Penalty: 574.532898
	Iteration 24Q: 3 clusters Score -23579.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -23579.425781 Penalty: 574.532898
	Iteration 25F: 3 clusters Score -23579.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89313 members 
Mstep: Class 4 contains 63439 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87536 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 38328 members 
Mstep: Class 11 contains 15055 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56789 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 93483 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 77324 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 204 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 126875 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128589 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 109068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2132 members 
Mstep: Class 44 contains 235289 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1299 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 56633 members 
Mstep: Class 52 contains 1361 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237988 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7259 members 
Mstep: Class 60 contains 128268 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
Score: -90752648.000000 Penalty: 39561.332031
Splitting cluster 31 changes total score from -90753032.000000 to -90752648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -7252.925293 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -7252.925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6987.855469 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -6987.855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7049.056152 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -7049.056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7093.496094 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -7093.496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7130.682617 Penalty: 455.967834
	Iteration 3F: 3 clusters Score -7130.683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7142.887695 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -7142.888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7158.830566 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -7158.831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7169.408203 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -7169.408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7171.283691 Penalty: 455.967834
	Iteration 7Q: 3 clusters Score -7171.284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7173.829102 Penalty: 455.967834
	Iteration 8Q: 3 clusters Score -7173.829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7174.897949 Penalty: 455.967834
	Iteration 9Q: 3 clusters Score -7174.898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7174.897949 Penalty: 455.967834
	Iteration 10F: 3 clusters Score -7174.898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Entering Unmasked Estep 
Score: -899044.750000 Penalty: 448.375305
	Iteration 0F: 2 clusters Score -899044.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -886286.187500 Penalty: 896.750610
	Iteration 0F: 3 clusters Score -886286.2 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -891827.562500 Penalty: 896.750610
	Iteration 1F: 3 clusters Score -891827.6 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -892359.500000 Penalty: 896.750610
	Iteration 2F: 3 clusters Score -892359.5 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -893050.625000 Penalty: 896.750610
	Iteration 3F: 3 clusters Score -893050.6 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -893974.000000 Penalty: 896.750610
	Iteration 4F: 3 clusters Score -893974 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -895106.437500 Penalty: 896.750610
	Iteration 5F: 3 clusters Score -895106.4 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -896268.312500 Penalty: 896.750610
	Iteration 6F: 3 clusters Score -896268.3 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -897221.875000 Penalty: 896.750610
	Iteration 7F: 3 clusters Score -897221.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -897845.625000 Penalty: 896.750610
	Iteration 8Q: 3 clusters Score -897845.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -898240.812500 Penalty: 896.750610
	Iteration 9Q: 3 clusters Score -898240.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -898445.250000 Penalty: 896.750610
	Iteration 10Q: 3 clusters Score -898445.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -898560.187500 Penalty: 896.750610
	Iteration 11Q: 3 clusters Score -898560.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -898633.750000 Penalty: 896.750610
	Iteration 12Q: 3 clusters Score -898633.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -898680.125000 Penalty: 896.750610
	Iteration 13Q: 3 clusters Score -898680.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -898717.000000 Penalty: 896.750610
	Iteration 14Q: 3 clusters Score -898717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -898745.375000 Penalty: 896.750610
	Iteration 15Q: 3 clusters Score -898745.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -898761.625000 Penalty: 896.750610
	Iteration 16Q: 3 clusters Score -898761.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -898786.312500 Penalty: 896.750610
	Iteration 17Q: 3 clusters Score -898786.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -898807.187500 Penalty: 896.750610
	Iteration 18Q: 3 clusters Score -898807.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -898821.687500 Penalty: 896.750610
	Iteration 19Q: 3 clusters Score -898821.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -898842.812500 Penalty: 896.750610
	Iteration 20F: 3 clusters Score -898842.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -898858.500000 Penalty: 896.750610
	Iteration 21Q: 3 clusters Score -898858.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -898868.062500 Penalty: 896.750610
	Iteration 22Q: 3 clusters Score -898868.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -898874.750000 Penalty: 896.750610
	Iteration 23Q: 3 clusters Score -898874.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -898880.250000 Penalty: 896.750610
	Iteration 24Q: 3 clusters Score -898880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -898881.250000 Penalty: 896.750610
	Iteration 25Q: 3 clusters Score -898881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -898884.375000 Penalty: 896.750610
	Iteration 26Q: 3 clusters Score -898884.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -898899.312500 Penalty: 896.750610
	Iteration 27Q: 3 clusters Score -898899.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -898907.500000 Penalty: 896.750610
	Iteration 28Q: 3 clusters Score -898907.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -898914.250000 Penalty: 896.750610
	Iteration 29Q: 3 clusters Score -898914.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -898930.687500 Penalty: 896.750610
	Iteration 30Q: 3 clusters Score -898930.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -898934.625000 Penalty: 896.750610
	Iteration 31Q: 3 clusters Score -898934.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -898939.500000 Penalty: 896.750610
	Iteration 32Q: 3 clusters Score -898939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -898940.625000 Penalty: 896.750610
	Iteration 33Q: 3 clusters Score -898940.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -898940.625000 Penalty: 896.750610
	Iteration 34F: 3 clusters Score -898940.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Entering Unmasked Estep 
Score: -243057.593750 Penalty: 387.175995
	Iteration 0F: 2 clusters Score -243057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -239731.484375 Penalty: 774.351990
	Iteration 0F: 3 clusters Score -239731.5 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -240976.140625 Penalty: 774.351990
	Iteration 1F: 3 clusters Score -240976.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -241087.562500 Penalty: 774.351990
	Iteration 2F: 3 clusters Score -241087.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -241214.968750 Penalty: 774.351990
	Iteration 3F: 3 clusters Score -241215 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -241363.453125 Penalty: 774.351990
	Iteration 4F: 3 clusters Score -241363.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -241563.625000 Penalty: 774.351990
	Iteration 5F: 3 clusters Score -241563.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -241819.578125 Penalty: 774.351990
	Iteration 6F: 3 clusters Score -241819.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -242152.953125 Penalty: 774.351990
	Iteration 7F: 3 clusters Score -242153 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -242416.921875 Penalty: 774.351990
	Iteration 8F: 3 clusters Score -242416.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -242577.828125 Penalty: 774.351990
	Iteration 9Q: 3 clusters Score -242577.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -242650.734375 Penalty: 774.351990
	Iteration 10Q: 3 clusters Score -242650.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -242691.484375 Penalty: 774.351990
	Iteration 11Q: 3 clusters Score -242691.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -242706.265625 Penalty: 774.351990
	Iteration 12Q: 3 clusters Score -242706.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -242713.750000 Penalty: 774.351990
	Iteration 13Q: 3 clusters Score -242713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -242715.390625 Penalty: 774.351990
	Iteration 14Q: 3 clusters Score -242715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -242716.015625 Penalty: 774.351990
	Iteration 15Q: 3 clusters Score -242716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -242716.015625 Penalty: 774.351990
	Iteration 16F: 3 clusters Score -242716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -43388.445312 Penalty: 299.292694
	Iteration 0F: 2 clusters Score -43388.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -42754.628906 Penalty: 598.585388
	Iteration 0F: 3 clusters Score -42754.63 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -42928.093750 Penalty: 598.585388
	Iteration 1F: 3 clusters Score -42928.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -42992.636719 Penalty: 598.585388
	Iteration 2F: 3 clusters Score -42992.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -43048.773438 Penalty: 598.585388
	Iteration 3F: 3 clusters Score -43048.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -43090.417969 Penalty: 598.585388
	Iteration 4F: 3 clusters Score -43090.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -43134.136719 Penalty: 598.585388
	Iteration 5Q: 3 clusters Score -43134.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -43158.082031 Penalty: 598.585388
	Iteration 6Q: 3 clusters Score -43158.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -43170.808594 Penalty: 598.585388
	Iteration 7Q: 3 clusters Score -43170.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -43176.929688 Penalty: 598.585388
	Iteration 8Q: 3 clusters Score -43176.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -43183.792969 Penalty: 598.585388
	Iteration 9Q: 3 clusters Score -43183.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -43189.898438 Penalty: 598.585388
	Iteration 10Q: 3 clusters Score -43189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -43191.312500 Penalty: 598.585388
	Iteration 11Q: 3 clusters Score -43191.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -43193.269531 Penalty: 598.585388
	Iteration 12Q: 3 clusters Score -43193.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43195.000000 Penalty: 598.585388
	Iteration 13Q: 3 clusters Score -43195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -43195.941406 Penalty: 598.585388
	Iteration 14Q: 3 clusters Score -43195.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -43200.117188 Penalty: 598.585388
	Iteration 15Q: 3 clusters Score -43200.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -43202.824219 Penalty: 598.585388
	Iteration 16Q: 3 clusters Score -43202.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -43204.914062 Penalty: 598.585388
	Iteration 17Q: 3 clusters Score -43204.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -43206.058594 Penalty: 598.585388
	Iteration 18Q: 3 clusters Score -43206.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -43206.363281 Penalty: 598.585388
	Iteration 19Q: 3 clusters Score -43206.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -43206.363281 Penalty: 598.585388
	Iteration 20F: 3 clusters Score -43206.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (126875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126875 members 
Entering Unmasked Estep 
Score: -6407229.000000 Penalty: 534.668579
	Iteration 0F: 2 clusters Score -6407229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -6322535.000000 Penalty: 1069.337158
	Iteration 0F: 3 clusters Score -6322535 nChanged 62488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -6364050.500000 Penalty: 1069.337158
	Iteration 1F: 3 clusters Score -6364050 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -6369953.500000 Penalty: 1069.337158
	Iteration 2F: 3 clusters Score -6369954 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -6378602.000000 Penalty: 1069.337158
	Iteration 3F: 3 clusters Score -6378602 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -6387343.000000 Penalty: 1069.337158
	Iteration 4F: 3 clusters Score -6387343 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -6393763.000000 Penalty: 1069.337158
	Iteration 5F: 3 clusters Score -6393763 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -6397803.500000 Penalty: 1069.337158
	Iteration 6Q: 3 clusters Score -6397804 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -6400149.500000 Penalty: 1069.337158
	Iteration 7Q: 3 clusters Score -6400150 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -6401663.000000 Penalty: 1069.337158
	Iteration 8Q: 3 clusters Score -6401663 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111232 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -6402727.500000 Penalty: 1069.337158
	Iteration 9Q: 3 clusters Score -6402728 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113172 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -6403588.000000 Penalty: 1069.337158
	Iteration 10Q: 3 clusters Score -6403588 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114851 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -6404289.000000 Penalty: 1069.337158
	Iteration 11Q: 3 clusters Score -6404289 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116331 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -6404765.000000 Penalty: 1069.337158
	Iteration 12Q: 3 clusters Score -6404765 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117692 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -6405155.000000 Penalty: 1069.337158
	Iteration 13Q: 3 clusters Score -6405155 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118942 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -6405464.000000 Penalty: 1069.337158
	Iteration 14Q: 3 clusters Score -6405464 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120102 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -6405742.000000 Penalty: 1069.337158
	Iteration 15Q: 3 clusters Score -6405742 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121113 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -6405980.500000 Penalty: 1069.337158
	Iteration 16Q: 3 clusters Score -6405980 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122053 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -6406146.500000 Penalty: 1069.337158
	Iteration 17Q: 3 clusters Score -6406146 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122882 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -6406343.000000 Penalty: 1069.337158
	Iteration 18Q: 3 clusters Score -6406343 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123561 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6406420.000000 Penalty: 1069.337158
	Iteration 19Q: 3 clusters Score -6406420 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124136 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6406531.500000 Penalty: 1069.337158
	Iteration 20F: 3 clusters Score -6406532 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124602 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6406636.500000 Penalty: 1069.337158
	Iteration 21Q: 3 clusters Score -6406636 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124988 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6406694.000000 Penalty: 1069.337158
	Iteration 22Q: 3 clusters Score -6406694 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6406755.000000 Penalty: 1069.337158
	Iteration 23Q: 3 clusters Score -6406755 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125492 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6406801.000000 Penalty: 1069.337158
	Iteration 24Q: 3 clusters Score -6406801 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125678 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6406851.500000 Penalty: 1069.337158
	Iteration 25Q: 3 clusters Score -6406852 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125834 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6406859.000000 Penalty: 1069.337158
	Iteration 26Q: 3 clusters Score -6406859 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125960 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6406839.000000 Penalty: 1069.337158
	Iteration 27Q: 3 clusters Score -6406839 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126066 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6406862.500000 Penalty: 1069.337158
	Iteration 28Q: 3 clusters Score -6406862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126142 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6406887.500000 Penalty: 1069.337158
	Iteration 29Q: 3 clusters Score -6406888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126207 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6406892.000000 Penalty: 1069.337158
	Iteration 30Q: 3 clusters Score -6406892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126258 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6406896.500000 Penalty: 1069.337158
	Iteration 31Q: 3 clusters Score -6406896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126296 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6406905.500000 Penalty: 1069.337158
	Iteration 32Q: 3 clusters Score -6406906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126330 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6406920.500000 Penalty: 1069.337158
	Iteration 33Q: 3 clusters Score -6406920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126363 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6406911.000000 Penalty: 1069.337158
	Iteration 34Q: 3 clusters Score -6406911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126385 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6406913.000000 Penalty: 1069.337158
	Iteration 35Q: 3 clusters Score -6406913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126402 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6406900.000000 Penalty: 1069.337158
	Iteration 36Q: 3 clusters Score -6406900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126415 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6406901.000000 Penalty: 1069.337158
	Iteration 37Q: 3 clusters Score -6406901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126423 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6406905.000000 Penalty: 1069.337158
	Iteration 38Q: 3 clusters Score -6406905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126427 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6406896.000000 Penalty: 1069.337158
	Iteration 39Q: 3 clusters Score -6406896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126430 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6406897.000000 Penalty: 1069.337158
	Iteration 40F: 3 clusters Score -6406897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126432 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6406897.500000 Penalty: 1069.337158
	Iteration 41Q: 3 clusters Score -6406898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126434 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6406897.500000 Penalty: 1069.337158
	Iteration 42Q: 3 clusters Score -6406898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6406897.500000 Penalty: 1069.337158
	Iteration 43Q: 3 clusters Score -6406898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126436 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6406893.000000 Penalty: 1069.337158
	Iteration 44Q: 3 clusters Score -6406893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126437 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6406897.000000 Penalty: 1069.337158
	Iteration 45Q: 3 clusters Score -6406897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126438 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6406897.500000 Penalty: 1069.337158
	Iteration 46Q: 3 clusters Score -6406898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126439 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6406890.500000 Penalty: 1069.337158
	Iteration 47Q: 3 clusters Score -6406890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126441 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6406892.000000 Penalty: 1069.337158
	Iteration 48Q: 3 clusters Score -6406892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126442 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6406894.000000 Penalty: 1069.337158
	Iteration 49Q: 3 clusters Score -6406894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126444 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6406899.500000 Penalty: 1069.337158
	Iteration 50Q: 3 clusters Score -6406900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126446 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6406896.000000 Penalty: 1069.337158
	Iteration 51Q: 3 clusters Score -6406896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126447 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6406896.500000 Penalty: 1069.337158
	Iteration 52Q: 3 clusters Score -6406896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126448 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6406893.000000 Penalty: 1069.337158
	Iteration 53Q: 3 clusters Score -6406893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126451 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6406892.000000 Penalty: 1069.337158
	Iteration 54Q: 3 clusters Score -6406892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126456 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6406906.000000 Penalty: 1069.337158
	Iteration 55Q: 3 clusters Score -6406906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126459 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6406892.500000 Penalty: 1069.337158
	Iteration 56Q: 3 clusters Score -6406892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126459 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6406897.500000 Penalty: 1069.337158
	Iteration 57Q: 3 clusters Score -6406898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126461 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6406895.000000 Penalty: 1069.337158
	Iteration 58Q: 3 clusters Score -6406895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126463 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6406891.500000 Penalty: 1069.337158
	Iteration 59Q: 3 clusters Score -6406892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126466 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6406893.500000 Penalty: 1069.337158
	Iteration 60F: 3 clusters Score -6406894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126470 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6406899.000000 Penalty: 1069.337158
	Iteration 61Q: 3 clusters Score -6406899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126475 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6406898.000000 Penalty: 1069.337158
	Iteration 62Q: 3 clusters Score -6406898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126479 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6406889.500000 Penalty: 1069.337158
	Iteration 63Q: 3 clusters Score -6406890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126482 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6406892.500000 Penalty: 1069.337158
	Iteration 64Q: 3 clusters Score -6406892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126487 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6406895.000000 Penalty: 1069.337158
	Iteration 65Q: 3 clusters Score -6406895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126492 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6406895.500000 Penalty: 1069.337158
	Iteration 66Q: 3 clusters Score -6406896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126496 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6406901.500000 Penalty: 1069.337158
	Iteration 67Q: 3 clusters Score -6406902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126504 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6406891.000000 Penalty: 1069.337158
	Iteration 68Q: 3 clusters Score -6406891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126510 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6406892.000000 Penalty: 1069.337158
	Iteration 69Q: 3 clusters Score -6406892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126516 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6406886.500000 Penalty: 1069.337158
	Iteration 70Q: 3 clusters Score -6406886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126520 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6406891.500000 Penalty: 1069.337158
	Iteration 71Q: 3 clusters Score -6406892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126522 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6406901.500000 Penalty: 1069.337158
	Iteration 72Q: 3 clusters Score -6406902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126523 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6406901.000000 Penalty: 1069.337158
	Iteration 73Q: 3 clusters Score -6406901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126526 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6406889.000000 Penalty: 1069.337158
	Iteration 74Q: 3 clusters Score -6406889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126531 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6406887.000000 Penalty: 1069.337158
	Iteration 75Q: 3 clusters Score -6406887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126537 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6406885.000000 Penalty: 1069.337158
	Iteration 76Q: 3 clusters Score -6406885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126541 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6406893.000000 Penalty: 1069.337158
	Iteration 77Q: 3 clusters Score -6406893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126544 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6406890.000000 Penalty: 1069.337158
	Iteration 78Q: 3 clusters Score -6406890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126546 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6406891.000000 Penalty: 1069.337158
	Iteration 79Q: 3 clusters Score -6406891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126549 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6406895.000000 Penalty: 1069.337158
	Iteration 80F: 3 clusters Score -6406895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126553 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6406897.500000 Penalty: 1069.337158
	Iteration 81Q: 3 clusters Score -6406898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126555 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6406896.000000 Penalty: 1069.337158
	Iteration 82Q: 3 clusters Score -6406896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126556 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6406897.000000 Penalty: 1069.337158
	Iteration 83Q: 3 clusters Score -6406897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126554 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6406893.500000 Penalty: 1069.337158
	Iteration 84Q: 3 clusters Score -6406894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126554 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6406898.000000 Penalty: 1069.337158
	Iteration 85Q: 3 clusters Score -6406898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126554 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6406898.000000 Penalty: 1069.337158
	Iteration 86F: 3 clusters Score -6406898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -9454.528320 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -9454.528 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 126 members 
Entering Unmasked Estep 
Score: -9129.548828 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -9129.549 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9225.801758 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -9225.802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9255.835938 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -9255.836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9265.664062 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -9265.664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9270.885742 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -9270.886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9276.314453 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -9276.314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9277.733398 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -9277.733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9278.258789 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -9278.259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9279.050781 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -9279.051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9280.352539 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -9280.353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9283.864258 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -9283.864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9289.850586 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -9289.851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9294.891602 Penalty: 499.116516
	Iteration 12Q: 3 clusters Score -9294.892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9295.206055 Penalty: 499.116516
	Iteration 13Q: 3 clusters Score -9295.206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9295.206055 Penalty: 499.116516
	Iteration 14F: 3 clusters Score -9295.206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (128589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128589 members 
Entering Unmasked Estep 
Score: -6104038.500000 Penalty: 535.279114
	Iteration 0F: 2 clusters Score -6104038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -6016889.500000 Penalty: 1070.558228
	Iteration 0F: 3 clusters Score -6016890 nChanged 63086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61366 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -6054283.000000 Penalty: 1070.558228
	Iteration 1F: 3 clusters Score -6054283 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 69427 members 
Entering Unmasked Estep 
Score: -6055368.000000 Penalty: 1070.558228
	Iteration 2Q: 3 clusters Score -6055368 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -6056977.500000 Penalty: 1070.558228
	Iteration 3Q: 3 clusters Score -6056978 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -6059248.500000 Penalty: 1070.558228
	Iteration 4Q: 3 clusters Score -6059248 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -6062641.500000 Penalty: 1070.558228
	Iteration 5F: 3 clusters Score -6062642 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -6067881.500000 Penalty: 1070.558228
	Iteration 6F: 3 clusters Score -6067882 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -6075800.500000 Penalty: 1070.558228
	Iteration 7F: 3 clusters Score -6075800 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 111168 members 
Entering Unmasked Estep 
Score: -6085950.500000 Penalty: 1070.558228
	Iteration 8F: 3 clusters Score -6085950 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 120097 members 
Entering Unmasked Estep 
Score: -6095181.000000 Penalty: 1070.558228
	Iteration 9F: 3 clusters Score -6095181 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 125433 members 
Entering Unmasked Estep 
Score: -6100592.000000 Penalty: 1070.558228
	Iteration 10Q: 3 clusters Score -6100592 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 127629 members 
Entering Unmasked Estep 
Score: -6102710.500000 Penalty: 1070.558228
	Iteration 11Q: 3 clusters Score -6102710 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 128295 members 
Entering Unmasked Estep 
Score: -6103265.000000 Penalty: 1070.558228
	Iteration 12Q: 3 clusters Score -6103265 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128473 members 
Entering Unmasked Estep 
Score: -6103446.000000 Penalty: 1070.558228
	Iteration 13Q: 3 clusters Score -6103446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 128523 members 
Entering Unmasked Estep 
Score: -6103492.000000 Penalty: 1070.558228
	Iteration 14Q: 3 clusters Score -6103492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 128537 members 
Entering Unmasked Estep 
Score: -6103521.000000 Penalty: 1070.558228
	Iteration 15Q: 3 clusters Score -6103521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 128538 members 
Entering Unmasked Estep 
Score: -6103539.000000 Penalty: 1070.558228
	Iteration 16Q: 3 clusters Score -6103539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 128540 members 
Entering Unmasked Estep 
Score: -6103546.000000 Penalty: 1070.558228
	Iteration 17Q: 3 clusters Score -6103546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 128540 members 
Entering Unmasked Estep 
Score: -6103558.000000 Penalty: 1070.558228
	Iteration 18Q: 3 clusters Score -6103558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 128540 members 
Entering Unmasked Estep 
Score: -6103563.500000 Penalty: 1070.558228
	Iteration 19Q: 3 clusters Score -6103564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 128540 members 
Entering Unmasked Estep 
Score: -6103575.000000 Penalty: 1070.558228
	Iteration 20F: 3 clusters Score -6103575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 128538 members 
Entering Unmasked Estep 
Score: -6103576.000000 Penalty: 1070.558228
	Iteration 21Q: 3 clusters Score -6103576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 128538 members 
Entering Unmasked Estep 
Score: -6103576.000000 Penalty: 1070.558228
	Iteration 22F: 3 clusters Score -6103576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -24756.755859 Penalty: 285.928101
	Iteration 0F: 2 clusters Score -24756.76 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 284 members 
Entering Unmasked Estep 
Score: -24260.607422 Penalty: 571.856201
	Iteration 0F: 3 clusters Score -24260.61 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24551.501953 Penalty: 571.856201
	Iteration 1F: 3 clusters Score -24551.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24666.044922 Penalty: 571.856201
	Iteration 2F: 3 clusters Score -24666.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -24742.009766 Penalty: 571.856201
	Iteration 3F: 3 clusters Score -24742.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24780.876953 Penalty: 571.856201
	Iteration 4Q: 3 clusters Score -24780.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24788.580078 Penalty: 571.856201
	Iteration 5Q: 3 clusters Score -24788.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24794.001953 Penalty: 571.856201
	Iteration 6Q: 3 clusters Score -24794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24805.773438 Penalty: 571.856201
	Iteration 7Q: 3 clusters Score -24805.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24813.546875 Penalty: 571.856201
	Iteration 8Q: 3 clusters Score -24813.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24816.281250 Penalty: 571.856201
	Iteration 9Q: 3 clusters Score -24816.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -24818.277344 Penalty: 571.856201
	Iteration 10Q: 3 clusters Score -24818.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -24818.277344 Penalty: 571.856201
	Iteration 11F: 3 clusters Score -24818.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89313 members 
Mstep: Class 4 contains 63439 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87536 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 38328 members 
Mstep: Class 11 contains 15055 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56789 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 93483 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 77324 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 346 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 126875 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128589 members 
Mstep: Class 40 contains 190 members 
Mstep: Class 41 contains 109068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2132 members 
Mstep: Class 44 contains 235289 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1299 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 56633 members 
Mstep: Class 52 contains 1361 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237988 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7259 members 
Mstep: Class 60 contains 128268 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
Score: -90752384.000000 Penalty: 39561.332031
Splitting cluster 40 changes total score from -90753032.000000 to -90752384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (109068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109068 members 
Entering Unmasked Estep 
Score: -5396330.000000 Penalty: 527.787537
	Iteration 0F: 2 clusters Score -5396330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -5322327.000000 Penalty: 1055.575073
	Iteration 0F: 3 clusters Score -5322327 nChanged 53445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -5355035.000000 Penalty: 1055.575073
	Iteration 1F: 3 clusters Score -5355035 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -5356765.500000 Penalty: 1055.575073
	Iteration 2Q: 3 clusters Score -5356766 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -5360236.500000 Penalty: 1055.575073
	Iteration 3F: 3 clusters Score -5360236 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -5366200.000000 Penalty: 1055.575073
	Iteration 4F: 3 clusters Score -5366200 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -5373753.500000 Penalty: 1055.575073
	Iteration 5F: 3 clusters Score -5373754 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90260 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5380513.000000 Penalty: 1055.575073
	Iteration 6F: 3 clusters Score -5380513 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -5384807.000000 Penalty: 1055.575073
	Iteration 7Q: 3 clusters Score -5384807 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -5387239.500000 Penalty: 1055.575073
	Iteration 8Q: 3 clusters Score -5387240 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99770 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -5389110.000000 Penalty: 1055.575073
	Iteration 9Q: 3 clusters Score -5389110 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101857 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -5390559.500000 Penalty: 1055.575073
	Iteration 10Q: 3 clusters Score -5390560 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103598 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -5391781.000000 Penalty: 1055.575073
	Iteration 11Q: 3 clusters Score -5391781 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5392846.000000 Penalty: 1055.575073
	Iteration 12Q: 3 clusters Score -5392846 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106240 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5393711.000000 Penalty: 1055.575073
	Iteration 13Q: 3 clusters Score -5393711 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5394472.000000 Penalty: 1055.575073
	Iteration 14Q: 3 clusters Score -5394472 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5395038.500000 Penalty: 1055.575073
	Iteration 15Q: 3 clusters Score -5395038 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108388 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5395394.000000 Penalty: 1055.575073
	Iteration 16Q: 3 clusters Score -5395394 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108688 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5395582.000000 Penalty: 1055.575073
	Iteration 17Q: 3 clusters Score -5395582 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108848 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5395716.000000 Penalty: 1055.575073
	Iteration 18Q: 3 clusters Score -5395716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108910 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5395765.000000 Penalty: 1055.575073
	Iteration 19Q: 3 clusters Score -5395765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5395795.500000 Penalty: 1055.575073
	Iteration 20F: 3 clusters Score -5395796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108966 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5395819.500000 Penalty: 1055.575073
	Iteration 21Q: 3 clusters Score -5395820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108976 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5395829.000000 Penalty: 1055.575073
	Iteration 22Q: 3 clusters Score -5395829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108981 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5395840.500000 Penalty: 1055.575073
	Iteration 23Q: 3 clusters Score -5395840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108986 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5395842.000000 Penalty: 1055.575073
	Iteration 24Q: 3 clusters Score -5395842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5395844.500000 Penalty: 1055.575073
	Iteration 25Q: 3 clusters Score -5395844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108992 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5395849.500000 Penalty: 1055.575073
	Iteration 26Q: 3 clusters Score -5395850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108996 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5395856.000000 Penalty: 1055.575073
	Iteration 27Q: 3 clusters Score -5395856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5395863.000000 Penalty: 1055.575073
	Iteration 28Q: 3 clusters Score -5395863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109000 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5395866.500000 Penalty: 1055.575073
	Iteration 29Q: 3 clusters Score -5395866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109003 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5395866.000000 Penalty: 1055.575073
	Iteration 30Q: 3 clusters Score -5395866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5395872.000000 Penalty: 1055.575073
	Iteration 31Q: 3 clusters Score -5395872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5395875.500000 Penalty: 1055.575073
	Iteration 32Q: 3 clusters Score -5395876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5395875.500000 Penalty: 1055.575073
	Iteration 33F: 3 clusters Score -5395876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -1712.419189 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -1712.419 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 47 members 
Entering Unmasked Estep 
Score: -1535.116333 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -1535.116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1606.976318 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -1606.976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1640.862793 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -1640.863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1645.661011 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -1645.661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1645.661011 Penalty: 414.402802
	Iteration 4F: 3 clusters Score -1645.661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Entering Unmasked Estep 
Score: -106168.898438 Penalty: 348.749115
	Iteration 0F: 2 clusters Score -106168.9 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 1063 members 
Entering Unmasked Estep 
Score: -104694.250000 Penalty: 697.498230
	Iteration 0F: 3 clusters Score -104694.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -105383.484375 Penalty: 697.498230
	Iteration 1F: 3 clusters Score -105383.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -105599.343750 Penalty: 697.498230
	Iteration 2F: 3 clusters Score -105599.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -105796.351562 Penalty: 697.498230
	Iteration 3F: 3 clusters Score -105796.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -105909.820312 Penalty: 697.498230
	Iteration 4F: 3 clusters Score -105909.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -105975.750000 Penalty: 697.498230
	Iteration 5Q: 3 clusters Score -105975.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -106007.546875 Penalty: 697.498230
	Iteration 6Q: 3 clusters Score -106007.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -106022.070312 Penalty: 697.498230
	Iteration 7Q: 3 clusters Score -106022.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -106034.812500 Penalty: 697.498230
	Iteration 8Q: 3 clusters Score -106034.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -106046.070312 Penalty: 697.498230
	Iteration 9Q: 3 clusters Score -106046.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -106053.593750 Penalty: 697.498230
	Iteration 10Q: 3 clusters Score -106053.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -106059.039062 Penalty: 697.498230
	Iteration 11Q: 3 clusters Score -106059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -106063.335938 Penalty: 697.498230
	Iteration 12Q: 3 clusters Score -106063.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -106068.656250 Penalty: 697.498230
	Iteration 13Q: 3 clusters Score -106068.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -106072.718750 Penalty: 697.498230
	Iteration 14Q: 3 clusters Score -106072.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -106075.664062 Penalty: 697.498230
	Iteration 15Q: 3 clusters Score -106075.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -106083.132812 Penalty: 697.498230
	Iteration 16Q: 3 clusters Score -106083.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -106090.984375 Penalty: 697.498230
	Iteration 17Q: 3 clusters Score -106091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -106101.492188 Penalty: 697.498230
	Iteration 18Q: 3 clusters Score -106101.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -106115.726562 Penalty: 697.498230
	Iteration 19Q: 3 clusters Score -106115.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -106128.984375 Penalty: 697.498230
	Iteration 20F: 3 clusters Score -106129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -106138.171875 Penalty: 697.498230
	Iteration 21Q: 3 clusters Score -106138.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -106143.203125 Penalty: 697.498230
	Iteration 22Q: 3 clusters Score -106143.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -106148.234375 Penalty: 697.498230
	Iteration 23Q: 3 clusters Score -106148.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -106151.023438 Penalty: 697.498230
	Iteration 24Q: 3 clusters Score -106151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -106153.312500 Penalty: 697.498230
	Iteration 25Q: 3 clusters Score -106153.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -106155.757812 Penalty: 697.498230
	Iteration 26Q: 3 clusters Score -106155.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -106157.062500 Penalty: 697.498230
	Iteration 27Q: 3 clusters Score -106157.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -106158.210938 Penalty: 697.498230
	Iteration 28Q: 3 clusters Score -106158.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -106159.382812 Penalty: 697.498230
	Iteration 29Q: 3 clusters Score -106159.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -106159.968750 Penalty: 697.498230
	Iteration 30Q: 3 clusters Score -106160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -106160.750000 Penalty: 697.498230
	Iteration 31Q: 3 clusters Score -106160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -106162.148438 Penalty: 697.498230
	Iteration 32Q: 3 clusters Score -106162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -106163.023438 Penalty: 697.498230
	Iteration 33Q: 3 clusters Score -106163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -106163.804688 Penalty: 697.498230
	Iteration 34Q: 3 clusters Score -106163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -106165.656250 Penalty: 697.498230
	Iteration 35Q: 3 clusters Score -106165.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -106167.414062 Penalty: 697.498230
	Iteration 36Q: 3 clusters Score -106167.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -106169.351562 Penalty: 697.498230
	Iteration 37Q: 3 clusters Score -106169.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -106173.140625 Penalty: 697.498230
	Iteration 38Q: 3 clusters Score -106173.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -106177.070312 Penalty: 697.498230
	Iteration 39Q: 3 clusters Score -106177.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -106181.296875 Penalty: 697.498230
	Iteration 40F: 3 clusters Score -106181.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -106183.460938 Penalty: 697.498230
	Iteration 41Q: 3 clusters Score -106183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -106185.125000 Penalty: 697.498230
	Iteration 42Q: 3 clusters Score -106185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -106189.406250 Penalty: 697.498230
	Iteration 43Q: 3 clusters Score -106189.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -106196.242188 Penalty: 697.498230
	Iteration 44Q: 3 clusters Score -106196.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -106203.578125 Penalty: 697.498230
	Iteration 45Q: 3 clusters Score -106203.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -106210.757812 Penalty: 697.498230
	Iteration 46Q: 3 clusters Score -106210.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -106216.187500 Penalty: 697.498230
	Iteration 47Q: 3 clusters Score -106216.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -106221.164062 Penalty: 697.498230
	Iteration 48Q: 3 clusters Score -106221.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -106222.484375 Penalty: 697.498230
	Iteration 49Q: 3 clusters Score -106222.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -106226.609375 Penalty: 697.498230
	Iteration 50Q: 3 clusters Score -106226.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -106231.617188 Penalty: 697.498230
	Iteration 51Q: 3 clusters Score -106231.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -106233.617188 Penalty: 697.498230
	Iteration 52Q: 3 clusters Score -106233.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -106234.406250 Penalty: 697.498230
	Iteration 53Q: 3 clusters Score -106234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -106237.585938 Penalty: 697.498230
	Iteration 54Q: 3 clusters Score -106237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -106239.796875 Penalty: 697.498230
	Iteration 55Q: 3 clusters Score -106239.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -106244.609375 Penalty: 697.498230
	Iteration 56Q: 3 clusters Score -106244.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -106247.812500 Penalty: 697.498230
	Iteration 57Q: 3 clusters Score -106247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -106249.867188 Penalty: 697.498230
	Iteration 58Q: 3 clusters Score -106249.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -106252.421875 Penalty: 697.498230
	Iteration 59Q: 3 clusters Score -106252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -106253.203125 Penalty: 697.498230
	Iteration 60F: 3 clusters Score -106253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -106253.195312 Penalty: 697.498230
	Iteration 61Q: 3 clusters Score -106253.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -106253.195312 Penalty: 697.498230
	Iteration 62F: 3 clusters Score -106253.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89313 members 
Mstep: Class 4 contains 63439 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87536 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 38328 members 
Mstep: Class 11 contains 15055 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56789 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 93483 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 77324 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1419 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 126875 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128589 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 109068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 713 members 
Mstep: Class 44 contains 235289 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1299 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 56633 members 
Mstep: Class 52 contains 1361 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237988 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7259 members 
Mstep: Class 60 contains 128268 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
Score: -90752744.000000 Penalty: 39561.332031
Splitting cluster 43 changes total score from -90753032.000000 to -90752744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (235289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235289 members 
Entering Unmasked Estep 
Score: -11628116.000000 Penalty: 562.769897
	Iteration 0F: 2 clusters Score -1.162812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117700 members 
Mstep: Class 2 contains 117589 members 
Entering Unmasked Estep 
Score: -11479858.000000 Penalty: 1125.539795
	Iteration 0F: 3 clusters Score -1.147986e+07 nChanged 115798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121730 members 
Mstep: Class 2 contains 113559 members 
Entering Unmasked Estep 
Score: -11551338.000000 Penalty: 1125.539795
	Iteration 1F: 3 clusters Score -1.155134e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124757 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -11555404.000000 Penalty: 1125.539795
	Iteration 2Q: 3 clusters Score -1.15554e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128883 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -11562231.000000 Penalty: 1125.539795
	Iteration 3F: 3 clusters Score -1.156223e+07 nChanged 14793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133594 members 
Mstep: Class 2 contains 101695 members 
Entering Unmasked Estep 
Score: -11573452.000000 Penalty: 1125.539795
	Iteration 4F: 3 clusters Score -1.157345e+07 nChanged 16574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137880 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -11587065.000000 Penalty: 1125.539795
	Iteration 5F: 3 clusters Score -1.158706e+07 nChanged 14316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141054 members 
Mstep: Class 2 contains 94235 members 
Entering Unmasked Estep 
Score: -11595604.000000 Penalty: 1125.539795
	Iteration 6F: 3 clusters Score -1.15956e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143760 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -11598253.000000 Penalty: 1125.539795
	Iteration 7Q: 3 clusters Score -1.159825e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146678 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -11599305.000000 Penalty: 1125.539795
	Iteration 8Q: 3 clusters Score -1.15993e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -11600047.000000 Penalty: 1125.539795
	Iteration 9Q: 3 clusters Score -1.160005e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153317 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -11600858.000000 Penalty: 1125.539795
	Iteration 10Q: 3 clusters Score -1.160086e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157024 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -11601979.000000 Penalty: 1125.539795
	Iteration 11Q: 3 clusters Score -1.160198e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160943 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -11603118.000000 Penalty: 1125.539795
	Iteration 12Q: 3 clusters Score -1.160312e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165169 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -11604494.000000 Penalty: 1125.539795
	Iteration 13Q: 3 clusters Score -1.160449e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169535 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -11605988.000000 Penalty: 1125.539795
	Iteration 14Q: 3 clusters Score -1.160599e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174006 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -11607602.000000 Penalty: 1125.539795
	Iteration 15Q: 3 clusters Score -1.16076e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178519 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -11609432.000000 Penalty: 1125.539795
	Iteration 16Q: 3 clusters Score -1.160943e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183059 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -11611203.000000 Penalty: 1125.539795
	Iteration 17Q: 3 clusters Score -1.16112e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187469 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -11613048.000000 Penalty: 1125.539795
	Iteration 18Q: 3 clusters Score -1.161305e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191667 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -11614779.000000 Penalty: 1125.539795
	Iteration 19Q: 3 clusters Score -1.161478e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195716 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -11616607.000000 Penalty: 1125.539795
	Iteration 20F: 3 clusters Score -1.161661e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199503 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -11618393.000000 Penalty: 1125.539795
	Iteration 21Q: 3 clusters Score -1.161839e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203027 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -11620653.000000 Penalty: 1125.539795
	Iteration 22Q: 3 clusters Score -1.162065e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206420 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -11622985.000000 Penalty: 1125.539795
	Iteration 23Q: 3 clusters Score -1.162298e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209596 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -11624967.000000 Penalty: 1125.539795
	Iteration 24Q: 3 clusters Score -1.162497e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212584 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -11626355.000000 Penalty: 1125.539795
	Iteration 25Q: 3 clusters Score -1.162636e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215373 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -11627398.000000 Penalty: 1125.539795
	Iteration 26Q: 3 clusters Score -1.16274e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217893 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -11628126.000000 Penalty: 1125.539795
	Iteration 27Q: 3 clusters Score -1.162813e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220179 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -11628549.000000 Penalty: 1125.539795
	Iteration 28Q: 3 clusters Score -1.162855e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222179 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -11628988.000000 Penalty: 1125.539795
	Iteration 29Q: 3 clusters Score -1.162899e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223945 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -11629156.000000 Penalty: 1125.539795
	Iteration 30Q: 3 clusters Score -1.162916e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225381 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -11629153.000000 Penalty: 1125.539795
	Iteration 31Q: 3 clusters Score -1.162915e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226646 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -11629224.000000 Penalty: 1125.539795
	Iteration 32Q: 3 clusters Score -1.162922e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227753 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -11629137.000000 Penalty: 1125.539795
	Iteration 33Q: 3 clusters Score -1.162914e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228663 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -11629156.000000 Penalty: 1125.539795
	Iteration 34Q: 3 clusters Score -1.162916e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229445 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -11629089.000000 Penalty: 1125.539795
	Iteration 35Q: 3 clusters Score -1.162909e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230119 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -11628934.000000 Penalty: 1125.539795
	Iteration 36Q: 3 clusters Score -1.162893e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230673 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -11628840.000000 Penalty: 1125.539795
	Iteration 37Q: 3 clusters Score -1.162884e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231197 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -11628817.000000 Penalty: 1125.539795
	Iteration 38Q: 3 clusters Score -1.162882e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231663 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -11628736.000000 Penalty: 1125.539795
	Iteration 39Q: 3 clusters Score -1.162874e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232027 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -11628642.000000 Penalty: 1125.539795
	Iteration 40F: 3 clusters Score -1.162864e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232338 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -11628577.000000 Penalty: 1125.539795
	Iteration 41Q: 3 clusters Score -1.162858e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232606 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -11628519.000000 Penalty: 1125.539795
	Iteration 42Q: 3 clusters Score -1.162852e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232803 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -11628498.000000 Penalty: 1125.539795
	Iteration 43Q: 3 clusters Score -1.16285e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232970 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -11628462.000000 Penalty: 1125.539795
	Iteration 44Q: 3 clusters Score -1.162846e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233127 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -11628428.000000 Penalty: 1125.539795
	Iteration 45Q: 3 clusters Score -1.162843e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233270 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -11628398.000000 Penalty: 1125.539795
	Iteration 46Q: 3 clusters Score -1.16284e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233401 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -11628372.000000 Penalty: 1125.539795
	Iteration 47Q: 3 clusters Score -1.162837e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233508 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -11628365.000000 Penalty: 1125.539795
	Iteration 48Q: 3 clusters Score -1.162836e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233588 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -11628310.000000 Penalty: 1125.539795
	Iteration 49Q: 3 clusters Score -1.162831e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233654 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -11628319.000000 Penalty: 1125.539795
	Iteration 50Q: 3 clusters Score -1.162832e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233722 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -11628313.000000 Penalty: 1125.539795
	Iteration 51Q: 3 clusters Score -1.162831e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233784 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -11628283.000000 Penalty: 1125.539795
	Iteration 52Q: 3 clusters Score -1.162828e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233844 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11628265.000000 Penalty: 1125.539795
	Iteration 53Q: 3 clusters Score -1.162826e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233899 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11628252.000000 Penalty: 1125.539795
	Iteration 54Q: 3 clusters Score -1.162825e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233950 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -11628237.000000 Penalty: 1125.539795
	Iteration 55Q: 3 clusters Score -1.162824e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233992 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11628231.000000 Penalty: 1125.539795
	Iteration 56Q: 3 clusters Score -1.162823e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234031 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -11628220.000000 Penalty: 1125.539795
	Iteration 57Q: 3 clusters Score -1.162822e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234073 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -11628190.000000 Penalty: 1125.539795
	Iteration 58Q: 3 clusters Score -1.162819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234105 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11628181.000000 Penalty: 1125.539795
	Iteration 59Q: 3 clusters Score -1.162818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234133 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11628172.000000 Penalty: 1125.539795
	Iteration 60F: 3 clusters Score -1.162817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234155 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11628176.000000 Penalty: 1125.539795
	Iteration 61Q: 3 clusters Score -1.162818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234179 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11628159.000000 Penalty: 1125.539795
	Iteration 62Q: 3 clusters Score -1.162816e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234206 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11628143.000000 Penalty: 1125.539795
	Iteration 63Q: 3 clusters Score -1.162814e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234235 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11628155.000000 Penalty: 1125.539795
	Iteration 64Q: 3 clusters Score -1.162816e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234255 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11628140.000000 Penalty: 1125.539795
	Iteration 65Q: 3 clusters Score -1.162814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234267 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -11628132.000000 Penalty: 1125.539795
	Iteration 66Q: 3 clusters Score -1.162813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234283 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11628133.000000 Penalty: 1125.539795
	Iteration 67Q: 3 clusters Score -1.162813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234292 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11628115.000000 Penalty: 1125.539795
	Iteration 68Q: 3 clusters Score -1.162812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234305 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11628114.000000 Penalty: 1125.539795
	Iteration 69Q: 3 clusters Score -1.162811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234313 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11628116.000000 Penalty: 1125.539795
	Iteration 70Q: 3 clusters Score -1.162812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234323 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11628112.000000 Penalty: 1125.539795
	Iteration 71Q: 3 clusters Score -1.162811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234334 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11628119.000000 Penalty: 1125.539795
	Iteration 72Q: 3 clusters Score -1.162812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234343 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11628108.000000 Penalty: 1125.539795
	Iteration 73Q: 3 clusters Score -1.162811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234351 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11628105.000000 Penalty: 1125.539795
	Iteration 74Q: 3 clusters Score -1.16281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234358 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -11628116.000000 Penalty: 1125.539795
	Iteration 75Q: 3 clusters Score -1.162812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234369 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11628104.000000 Penalty: 1125.539795
	Iteration 76Q: 3 clusters Score -1.16281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234382 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11628095.000000 Penalty: 1125.539795
	Iteration 77Q: 3 clusters Score -1.16281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234392 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11628085.000000 Penalty: 1125.539795
	Iteration 78Q: 3 clusters Score -1.162808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234403 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11628088.000000 Penalty: 1125.539795
	Iteration 79Q: 3 clusters Score -1.162809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234410 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11628080.000000 Penalty: 1125.539795
	Iteration 80F: 3 clusters Score -1.162808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234418 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -11628082.000000 Penalty: 1125.539795
	Iteration 81Q: 3 clusters Score -1.162808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234419 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11628074.000000 Penalty: 1125.539795
	Iteration 82Q: 3 clusters Score -1.162807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234420 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11628073.000000 Penalty: 1125.539795
	Iteration 83Q: 3 clusters Score -1.162807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234422 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11628063.000000 Penalty: 1125.539795
	Iteration 84Q: 3 clusters Score -1.162806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234423 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11628067.000000 Penalty: 1125.539795
	Iteration 85Q: 3 clusters Score -1.162807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234425 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11628074.000000 Penalty: 1125.539795
	Iteration 86Q: 3 clusters Score -1.162807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234427 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11628067.000000 Penalty: 1125.539795
	Iteration 87Q: 3 clusters Score -1.162807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234430 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11628060.000000 Penalty: 1125.539795
	Iteration 88Q: 3 clusters Score -1.162806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234432 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11628059.000000 Penalty: 1125.539795
	Iteration 89Q: 3 clusters Score -1.162806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234436 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11628048.000000 Penalty: 1125.539795
	Iteration 90Q: 3 clusters Score -1.162805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234439 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11628045.000000 Penalty: 1125.539795
	Iteration 91Q: 3 clusters Score -1.162804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234442 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11628061.000000 Penalty: 1125.539795
	Iteration 92Q: 3 clusters Score -1.162806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234442 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11628061.000000 Penalty: 1125.539795
	Iteration 93F: 3 clusters Score -1.162806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -35761.320312 Penalty: 305.162231
	Iteration 0F: 2 clusters Score -35761.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35082.078125 Penalty: 610.324463
	Iteration 0F: 3 clusters Score -35082.08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -35267.839844 Penalty: 610.324463
	Iteration 1F: 3 clusters Score -35267.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -35307.472656 Penalty: 610.324463
	Iteration 2F: 3 clusters Score -35307.47 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35361.441406 Penalty: 610.324463
	Iteration 3F: 3 clusters Score -35361.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -35409.296875 Penalty: 610.324463
	Iteration 4F: 3 clusters Score -35409.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -35449.738281 Penalty: 610.324463
	Iteration 5F: 3 clusters Score -35449.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -35483.984375 Penalty: 610.324463
	Iteration 6Q: 3 clusters Score -35483.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -35504.121094 Penalty: 610.324463
	Iteration 7Q: 3 clusters Score -35504.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -35519.949219 Penalty: 610.324463
	Iteration 8Q: 3 clusters Score -35519.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -35536.890625 Penalty: 610.324463
	Iteration 9Q: 3 clusters Score -35536.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -35566.148438 Penalty: 610.324463
	Iteration 10Q: 3 clusters Score -35566.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -35585.257812 Penalty: 610.324463
	Iteration 11Q: 3 clusters Score -35585.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -35596.503906 Penalty: 610.324463
	Iteration 12Q: 3 clusters Score -35596.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -35600.859375 Penalty: 610.324463
	Iteration 13Q: 3 clusters Score -35600.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -35605.722656 Penalty: 610.324463
	Iteration 14Q: 3 clusters Score -35605.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -35608.882812 Penalty: 610.324463
	Iteration 15Q: 3 clusters Score -35608.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -35610.132812 Penalty: 610.324463
	Iteration 16Q: 3 clusters Score -35610.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -35610.132812 Penalty: 610.324463
	Iteration 17F: 3 clusters Score -35610.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3803.069580 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3803.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3654.705811 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -3654.706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3749.728027 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -3749.728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3768.608643 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -3768.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3768.608643 Penalty: 403.204315
	Iteration 3F: 3 clusters Score -3768.609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -9987.255859 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -9987.256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9658.631836 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -9658.632 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9817.845703 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -9817.846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9857.163086 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -9857.163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9867.291992 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -9867.292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9877.137695 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -9877.138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9883.181641 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -9883.182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9885.226562 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -9885.227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9886.531250 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -9886.531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9886.737305 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -9886.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9886.737305 Penalty: 525.201111
	Iteration 9F: 3 clusters Score -9886.737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -67232.273438 Penalty: 326.205444
	Iteration 0F: 2 clusters Score -67232.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -66207.539062 Penalty: 652.410889
	Iteration 0F: 3 clusters Score -66207.54 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -66540.289062 Penalty: 652.410889
	Iteration 1F: 3 clusters Score -66540.29 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -66594.914062 Penalty: 652.410889
	Iteration 2F: 3 clusters Score -66594.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -66632.687500 Penalty: 652.410889
	Iteration 3F: 3 clusters Score -66632.69 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -66684.179688 Penalty: 652.410889
	Iteration 4F: 3 clusters Score -66684.18 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -66738.757812 Penalty: 652.410889
	Iteration 5F: 3 clusters Score -66738.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -66786.687500 Penalty: 652.410889
	Iteration 6Q: 3 clusters Score -66786.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -66819.906250 Penalty: 652.410889
	Iteration 7Q: 3 clusters Score -66819.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -66845.960938 Penalty: 652.410889
	Iteration 8Q: 3 clusters Score -66845.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -66866.312500 Penalty: 652.410889
	Iteration 9Q: 3 clusters Score -66866.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -66881.250000 Penalty: 652.410889
	Iteration 10Q: 3 clusters Score -66881.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -66892.281250 Penalty: 652.410889
	Iteration 11Q: 3 clusters Score -66892.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -66901.328125 Penalty: 652.410889
	Iteration 12Q: 3 clusters Score -66901.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -66906.132812 Penalty: 652.410889
	Iteration 13Q: 3 clusters Score -66906.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -66911.093750 Penalty: 652.410889
	Iteration 14Q: 3 clusters Score -66911.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -66915.109375 Penalty: 652.410889
	Iteration 15Q: 3 clusters Score -66915.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -66922.382812 Penalty: 652.410889
	Iteration 16Q: 3 clusters Score -66922.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -66927.320312 Penalty: 652.410889
	Iteration 17Q: 3 clusters Score -66927.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -66930.187500 Penalty: 652.410889
	Iteration 18Q: 3 clusters Score -66930.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -66932.976562 Penalty: 652.410889
	Iteration 19Q: 3 clusters Score -66932.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -66935.007812 Penalty: 652.410889
	Iteration 20F: 3 clusters Score -66935.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -66935.828125 Penalty: 652.410889
	Iteration 21Q: 3 clusters Score -66935.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -66936.640625 Penalty: 652.410889
	Iteration 22Q: 3 clusters Score -66936.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -66937.265625 Penalty: 652.410889
	Iteration 23Q: 3 clusters Score -66937.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -66938.976562 Penalty: 652.410889
	Iteration 24Q: 3 clusters Score -66938.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -66940.757812 Penalty: 652.410889
	Iteration 25Q: 3 clusters Score -66940.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -66942.007812 Penalty: 652.410889
	Iteration 26Q: 3 clusters Score -66942.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -66945.898438 Penalty: 652.410889
	Iteration 27Q: 3 clusters Score -66945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -66952.976562 Penalty: 652.410889
	Iteration 28Q: 3 clusters Score -66952.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -66956.601562 Penalty: 652.410889
	Iteration 29Q: 3 clusters Score -66956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -66960.054688 Penalty: 652.410889
	Iteration 30Q: 3 clusters Score -66960.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -66961.937500 Penalty: 652.410889
	Iteration 31Q: 3 clusters Score -66961.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -66963.390625 Penalty: 652.410889
	Iteration 32Q: 3 clusters Score -66963.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -66963.632812 Penalty: 652.410889
	Iteration 33Q: 3 clusters Score -66963.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -66963.632812 Penalty: 652.410889
	Iteration 34F: 3 clusters Score -66963.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -53060.636719 Penalty: 316.782074
	Iteration 0F: 2 clusters Score -53060.64 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 517 members 
Entering Unmasked Estep 
Score: -52210.710938 Penalty: 633.564148
	Iteration 0F: 3 clusters Score -52210.71 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -52531.183594 Penalty: 633.564148
	Iteration 1F: 3 clusters Score -52531.18 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -52632.527344 Penalty: 633.564148
	Iteration 2F: 3 clusters Score -52632.53 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -52765.511719 Penalty: 633.564148
	Iteration 3F: 3 clusters Score -52765.51 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -52837.843750 Penalty: 633.564148
	Iteration 4F: 3 clusters Score -52837.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -52896.621094 Penalty: 633.564148
	Iteration 5F: 3 clusters Score -52896.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -52963.402344 Penalty: 633.564148
	Iteration 6Q: 3 clusters Score -52963.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -53039.175781 Penalty: 633.564148
	Iteration 7F: 3 clusters Score -53039.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -53110.898438 Penalty: 633.564148
	Iteration 8F: 3 clusters Score -53110.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -53158.386719 Penalty: 633.564148
	Iteration 9Q: 3 clusters Score -53158.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -53179.507812 Penalty: 633.564148
	Iteration 10Q: 3 clusters Score -53179.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -53194.976562 Penalty: 633.564148
	Iteration 11Q: 3 clusters Score -53194.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -53204.007812 Penalty: 633.564148
	Iteration 12Q: 3 clusters Score -53204.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -53206.148438 Penalty: 633.564148
	Iteration 13Q: 3 clusters Score -53206.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53207.441406 Penalty: 633.564148
	Iteration 14Q: 3 clusters Score -53207.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -53209.570312 Penalty: 633.564148
	Iteration 15Q: 3 clusters Score -53209.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53209.957031 Penalty: 633.564148
	Iteration 16Q: 3 clusters Score -53209.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -53210.101562 Penalty: 633.564148
	Iteration 17Q: 3 clusters Score -53210.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -53210.101562 Penalty: 633.564148
	Iteration 18F: 3 clusters Score -53210.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89313 members 
Mstep: Class 4 contains 63439 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87536 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 38328 members 
Mstep: Class 11 contains 15055 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56789 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 93483 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 77324 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 384 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 126875 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128589 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 109068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2132 members 
Mstep: Class 44 contains 235289 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1299 members 
Mstep: Class 49 contains 672 members 
Mstep: Class 50 contains 56633 members 
Mstep: Class 52 contains 1361 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237988 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7259 members 
Mstep: Class 60 contains 128268 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
Score: -90752840.000000 Penalty: 39561.332031
Splitting cluster 49 changes total score from -90753032.000000 to -90752840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (56633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Entering Unmasked Estep 
Score: -2891301.000000 Penalty: 497.967804
	Iteration 0F: 2 clusters Score -2891301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -2853188.000000 Penalty: 995.935608
	Iteration 0F: 3 clusters Score -2853188 nChanged 27371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2870223.750000 Penalty: 995.935608
	Iteration 1F: 3 clusters Score -2870224 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2871079.000000 Penalty: 995.935608
	Iteration 2Q: 3 clusters Score -2871079 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2872406.000000 Penalty: 995.935608
	Iteration 3F: 3 clusters Score -2872406 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2874614.750000 Penalty: 995.935608
	Iteration 4F: 3 clusters Score -2874615 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2878021.000000 Penalty: 995.935608
	Iteration 5F: 3 clusters Score -2878021 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2882167.000000 Penalty: 995.935608
	Iteration 6F: 3 clusters Score -2882167 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2885700.500000 Penalty: 995.935608
	Iteration 7F: 3 clusters Score -2885700 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2887986.500000 Penalty: 995.935608
	Iteration 8Q: 3 clusters Score -2887986 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2889302.250000 Penalty: 995.935608
	Iteration 9Q: 3 clusters Score -2889302 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2890000.000000 Penalty: 995.935608
	Iteration 10Q: 3 clusters Score -2890000 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2890393.500000 Penalty: 995.935608
	Iteration 11Q: 3 clusters Score -2890394 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2890630.000000 Penalty: 995.935608
	Iteration 12Q: 3 clusters Score -2890630 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2890749.000000 Penalty: 995.935608
	Iteration 13Q: 3 clusters Score -2890749 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2890794.250000 Penalty: 995.935608
	Iteration 14Q: 3 clusters Score -2890794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2890811.750000 Penalty: 995.935608
	Iteration 15Q: 3 clusters Score -2890812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2890825.000000 Penalty: 995.935608
	Iteration 16Q: 3 clusters Score -2890825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2890833.750000 Penalty: 995.935608
	Iteration 17Q: 3 clusters Score -2890834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -2890843.750000 Penalty: 995.935608
	Iteration 18Q: 3 clusters Score -2890844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2890848.000000 Penalty: 995.935608
	Iteration 19Q: 3 clusters Score -2890848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2890852.250000 Penalty: 995.935608
	Iteration 20F: 3 clusters Score -2890852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2890855.500000 Penalty: 995.935608
	Iteration 21Q: 3 clusters Score -2890856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2890855.000000 Penalty: 995.935608
	Iteration 22Q: 3 clusters Score -2890855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2890855.000000 Penalty: 995.935608
	Iteration 23F: 3 clusters Score -2890855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -67311.898438 Penalty: 328.326843
	Iteration 0F: 2 clusters Score -67311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -66279.867188 Penalty: 656.653687
	Iteration 0F: 3 clusters Score -66279.87 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -66633.539062 Penalty: 656.653687
	Iteration 1F: 3 clusters Score -66633.54 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -66792.132812 Penalty: 656.653687
	Iteration 2F: 3 clusters Score -66792.13 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -66943.960938 Penalty: 656.653687
	Iteration 3F: 3 clusters Score -66943.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67042.742188 Penalty: 656.653687
	Iteration 4F: 3 clusters Score -67042.74 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67088.578125 Penalty: 656.653687
	Iteration 5Q: 3 clusters Score -67088.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67110.617188 Penalty: 656.653687
	Iteration 6Q: 3 clusters Score -67110.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67125.109375 Penalty: 656.653687
	Iteration 7Q: 3 clusters Score -67125.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67129.796875 Penalty: 656.653687
	Iteration 8Q: 3 clusters Score -67129.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67137.109375 Penalty: 656.653687
	Iteration 9Q: 3 clusters Score -67137.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67145.921875 Penalty: 656.653687
	Iteration 10Q: 3 clusters Score -67145.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67151.203125 Penalty: 656.653687
	Iteration 11Q: 3 clusters Score -67151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67160.304688 Penalty: 656.653687
	Iteration 12Q: 3 clusters Score -67160.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67169.929688 Penalty: 656.653687
	Iteration 13Q: 3 clusters Score -67169.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67174.867188 Penalty: 656.653687
	Iteration 14Q: 3 clusters Score -67174.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67177.398438 Penalty: 656.653687
	Iteration 15Q: 3 clusters Score -67177.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67181.203125 Penalty: 656.653687
	Iteration 16Q: 3 clusters Score -67181.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67183.976562 Penalty: 656.653687
	Iteration 17Q: 3 clusters Score -67183.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67185.351562 Penalty: 656.653687
	Iteration 18Q: 3 clusters Score -67185.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67186.054688 Penalty: 656.653687
	Iteration 19Q: 3 clusters Score -67186.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67187.234375 Penalty: 656.653687
	Iteration 20F: 3 clusters Score -67187.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67191.210938 Penalty: 656.653687
	Iteration 21Q: 3 clusters Score -67191.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67195.132812 Penalty: 656.653687
	Iteration 22Q: 3 clusters Score -67195.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -67197.843750 Penalty: 656.653687
	Iteration 23Q: 3 clusters Score -67197.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -67200.765625 Penalty: 656.653687
	Iteration 24Q: 3 clusters Score -67200.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -67203.750000 Penalty: 656.653687
	Iteration 25Q: 3 clusters Score -67203.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -67209.773438 Penalty: 656.653687
	Iteration 26Q: 3 clusters Score -67209.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67217.250000 Penalty: 656.653687
	Iteration 27Q: 3 clusters Score -67217.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -67223.710938 Penalty: 656.653687
	Iteration 28Q: 3 clusters Score -67223.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -67230.992188 Penalty: 656.653687
	Iteration 29Q: 3 clusters Score -67230.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -67235.703125 Penalty: 656.653687
	Iteration 30Q: 3 clusters Score -67235.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -67238.351562 Penalty: 656.653687
	Iteration 31Q: 3 clusters Score -67238.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -67240.429688 Penalty: 656.653687
	Iteration 32Q: 3 clusters Score -67240.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -67241.421875 Penalty: 656.653687
	Iteration 33Q: 3 clusters Score -67241.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -67242.945312 Penalty: 656.653687
	Iteration 34Q: 3 clusters Score -67242.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -67245.703125 Penalty: 656.653687
	Iteration 35Q: 3 clusters Score -67245.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67247.234375 Penalty: 656.653687
	Iteration 36Q: 3 clusters Score -67247.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -67248.867188 Penalty: 656.653687
	Iteration 37Q: 3 clusters Score -67248.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -67250.218750 Penalty: 656.653687
	Iteration 38Q: 3 clusters Score -67250.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -67251.257812 Penalty: 656.653687
	Iteration 39Q: 3 clusters Score -67251.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -67252.234375 Penalty: 656.653687
	Iteration 40F: 3 clusters Score -67252.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -34574.019531 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -34574.02 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 370 members 
Entering Unmasked Estep 
Score: -33969.375000 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -33969.38 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -34298.417969 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -34298.42 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34396.519531 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -34396.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34451.660156 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -34451.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34495.621094 Penalty: 599.090271
	Iteration 4F: 3 clusters Score -34495.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -34545.671875 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -34545.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34595.566406 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -34595.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -34635.476562 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -34635.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34664.132812 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -34664.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -34698.910156 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -34698.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34744.000000 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -34744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -34764.328125 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -34764.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -34779.902344 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -34779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -34783.347656 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -34783.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -34784.769531 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -34784.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -34784.769531 Penalty: 599.090271
	Iteration 15F: 3 clusters Score -34784.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89313 members 
Mstep: Class 4 contains 63439 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87536 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 38328 members 
Mstep: Class 11 contains 15055 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56789 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 93483 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 77324 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 126875 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128589 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 109068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2132 members 
Mstep: Class 44 contains 235289 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1299 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 56633 members 
Mstep: Class 52 contains 1361 members 
Mstep: Class 53 contains 259 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237988 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7259 members 
Mstep: Class 60 contains 128268 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
Score: -90752904.000000 Penalty: 39561.332031
Splitting cluster 53 changes total score from -90753032.000000 to -90752904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -43273.152344 Penalty: 309.357056
	Iteration 0F: 2 clusters Score -43273.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -42524.410156 Penalty: 618.714111
	Iteration 0F: 3 clusters Score -42524.41 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -42692.378906 Penalty: 618.714111
	Iteration 1F: 3 clusters Score -42692.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -42735.644531 Penalty: 618.714111
	Iteration 2F: 3 clusters Score -42735.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -42783.496094 Penalty: 618.714111
	Iteration 3F: 3 clusters Score -42783.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42820.937500 Penalty: 618.714111
	Iteration 4F: 3 clusters Score -42820.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -42849.664062 Penalty: 618.714111
	Iteration 5Q: 3 clusters Score -42849.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -42867.949219 Penalty: 618.714111
	Iteration 6Q: 3 clusters Score -42867.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -42888.734375 Penalty: 618.714111
	Iteration 7Q: 3 clusters Score -42888.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -42910.003906 Penalty: 618.714111
	Iteration 8Q: 3 clusters Score -42910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -42930.832031 Penalty: 618.714111
	Iteration 9Q: 3 clusters Score -42930.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -42941.472656 Penalty: 618.714111
	Iteration 10Q: 3 clusters Score -42941.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42950.355469 Penalty: 618.714111
	Iteration 11Q: 3 clusters Score -42950.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -42955.160156 Penalty: 618.714111
	Iteration 12Q: 3 clusters Score -42955.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -42958.148438 Penalty: 618.714111
	Iteration 13Q: 3 clusters Score -42958.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -42962.687500 Penalty: 618.714111
	Iteration 14Q: 3 clusters Score -42962.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -42968.367188 Penalty: 618.714111
	Iteration 15Q: 3 clusters Score -42968.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42975.328125 Penalty: 618.714111
	Iteration 16Q: 3 clusters Score -42975.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -42978.687500 Penalty: 618.714111
	Iteration 17Q: 3 clusters Score -42978.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42985.527344 Penalty: 618.714111
	Iteration 18Q: 3 clusters Score -42985.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -42993.406250 Penalty: 618.714111
	Iteration 19Q: 3 clusters Score -42993.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -43004.222656 Penalty: 618.714111
	Iteration 20F: 3 clusters Score -43004.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43010.257812 Penalty: 618.714111
	Iteration 21Q: 3 clusters Score -43010.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43013.714844 Penalty: 618.714111
	Iteration 22Q: 3 clusters Score -43013.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43014.988281 Penalty: 618.714111
	Iteration 23Q: 3 clusters Score -43014.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43015.261719 Penalty: 618.714111
	Iteration 24Q: 3 clusters Score -43015.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43015.261719 Penalty: 618.714111
	Iteration 25F: 3 clusters Score -43015.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (237988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237988 members 
Entering Unmasked Estep 
Score: -11863553.000000 Penalty: 563.288879
	Iteration 0F: 2 clusters Score -1.186355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118595 members 
Mstep: Class 2 contains 119393 members 
Entering Unmasked Estep 
Score: -11715650.000000 Penalty: 1126.577759
	Iteration 0F: 3 clusters Score -1.171565e+07 nChanged 117366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95517 members 
Mstep: Class 2 contains 142471 members 
Entering Unmasked Estep 
Score: -11793331.000000 Penalty: 1126.577759
	Iteration 1F: 3 clusters Score -1.179333e+07 nChanged 14684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 154353 members 
Entering Unmasked Estep 
Score: -11802334.000000 Penalty: 1126.577759
	Iteration 2F: 3 clusters Score -1.180233e+07 nChanged 16713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 167958 members 
Entering Unmasked Estep 
Score: -11816080.000000 Penalty: 1126.577759
	Iteration 3F: 3 clusters Score -1.181608e+07 nChanged 17254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 182722 members 
Entering Unmasked Estep 
Score: -11832438.000000 Penalty: 1126.577759
	Iteration 4F: 3 clusters Score -1.183244e+07 nChanged 16468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 197974 members 
Entering Unmasked Estep 
Score: -11845944.000000 Penalty: 1126.577759
	Iteration 5F: 3 clusters Score -1.184594e+07 nChanged 13771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -11857082.000000 Penalty: 1126.577759
	Iteration 6F: 3 clusters Score -1.185708e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 220667 members 
Entering Unmasked Estep 
Score: -11861856.000000 Penalty: 1126.577759
	Iteration 7Q: 3 clusters Score -1.186186e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 226788 members 
Entering Unmasked Estep 
Score: -11863401.000000 Penalty: 1126.577759
	Iteration 8Q: 3 clusters Score -1.18634e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 230749 members 
Entering Unmasked Estep 
Score: -11863827.000000 Penalty: 1126.577759
	Iteration 9Q: 3 clusters Score -1.186383e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 233258 members 
Entering Unmasked Estep 
Score: -11863726.000000 Penalty: 1126.577759
	Iteration 10Q: 3 clusters Score -1.186373e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 234819 members 
Entering Unmasked Estep 
Score: -11863638.000000 Penalty: 1126.577759
	Iteration 11Q: 3 clusters Score -1.186364e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 235789 members 
Entering Unmasked Estep 
Score: -11863587.000000 Penalty: 1126.577759
	Iteration 12Q: 3 clusters Score -1.186359e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 236392 members 
Entering Unmasked Estep 
Score: -11863451.000000 Penalty: 1126.577759
	Iteration 13Q: 3 clusters Score -1.186345e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 236775 members 
Entering Unmasked Estep 
Score: -11863361.000000 Penalty: 1126.577759
	Iteration 14Q: 3 clusters Score -1.186336e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 237054 members 
Entering Unmasked Estep 
Score: -11863296.000000 Penalty: 1126.577759
	Iteration 15Q: 3 clusters Score -1.18633e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 237253 members 
Entering Unmasked Estep 
Score: -11863244.000000 Penalty: 1126.577759
	Iteration 16Q: 3 clusters Score -1.186324e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 237359 members 
Entering Unmasked Estep 
Score: -11863224.000000 Penalty: 1126.577759
	Iteration 17Q: 3 clusters Score -1.186322e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 237453 members 
Entering Unmasked Estep 
Score: -11863234.000000 Penalty: 1126.577759
	Iteration 18Q: 3 clusters Score -1.186323e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 237523 members 
Entering Unmasked Estep 
Score: -11863237.000000 Penalty: 1126.577759
	Iteration 19Q: 3 clusters Score -1.186324e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 237580 members 
Entering Unmasked Estep 
Score: -11863240.000000 Penalty: 1126.577759
	Iteration 20F: 3 clusters Score -1.186324e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 237622 members 
Entering Unmasked Estep 
Score: -11863227.000000 Penalty: 1126.577759
	Iteration 21Q: 3 clusters Score -1.186323e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 237647 members 
Entering Unmasked Estep 
Score: -11863205.000000 Penalty: 1126.577759
	Iteration 22Q: 3 clusters Score -1.18632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 237670 members 
Entering Unmasked Estep 
Score: -11863202.000000 Penalty: 1126.577759
	Iteration 23Q: 3 clusters Score -1.18632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 237689 members 
Entering Unmasked Estep 
Score: -11863179.000000 Penalty: 1126.577759
	Iteration 24Q: 3 clusters Score -1.186318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 237703 members 
Entering Unmasked Estep 
Score: -11863170.000000 Penalty: 1126.577759
	Iteration 25Q: 3 clusters Score -1.186317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237718 members 
Entering Unmasked Estep 
Score: -11863167.000000 Penalty: 1126.577759
	Iteration 26Q: 3 clusters Score -1.186317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 237725 members 
Entering Unmasked Estep 
Score: -11863152.000000 Penalty: 1126.577759
	Iteration 27Q: 3 clusters Score -1.186315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 237730 members 
Entering Unmasked Estep 
Score: -11863148.000000 Penalty: 1126.577759
	Iteration 28Q: 3 clusters Score -1.186315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 237734 members 
Entering Unmasked Estep 
Score: -11863144.000000 Penalty: 1126.577759
	Iteration 29Q: 3 clusters Score -1.186314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 237735 members 
Entering Unmasked Estep 
Score: -11863146.000000 Penalty: 1126.577759
	Iteration 30Q: 3 clusters Score -1.186315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 237735 members 
Entering Unmasked Estep 
Score: -11863146.000000 Penalty: 1126.577759
	Iteration 31F: 3 clusters Score -1.186315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -20677.705078 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -20677.71 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 192 members 
Entering Unmasked Estep 
Score: -20250.335938 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -20250.34 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20484.369141 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -20484.37 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20586.595703 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -20586.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20640.240234 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -20640.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20756.117188 Penalty: 546.578186
	Iteration 4F: 3 clusters Score -20756.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20828.480469 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -20828.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20856.539062 Penalty: 546.578186
	Iteration 6F: 3 clusters Score -20856.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20875.929688 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -20875.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20904.660156 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -20904.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20925.925781 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -20925.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20941.818359 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -20941.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20952.400391 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -20952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20957.742188 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -20957.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20958.990234 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -20958.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20961.261719 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -20961.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20962.410156 Penalty: 546.578186
	Iteration 15Q: 3 clusters Score -20962.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20963.195312 Penalty: 546.578186
	Iteration 16Q: 3 clusters Score -20963.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20963.195312 Penalty: 546.578186
	Iteration 17F: 3 clusters Score -20963.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89313 members 
Mstep: Class 4 contains 63439 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87536 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 38328 members 
Mstep: Class 11 contains 15055 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56789 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 93483 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 77324 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 282 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 126875 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128589 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 109068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2132 members 
Mstep: Class 44 contains 235289 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1299 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 56633 members 
Mstep: Class 52 contains 1361 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237988 members 
Mstep: Class 56 contains 124 members 
Mstep: Class 57 contains 3402 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7259 members 
Mstep: Class 60 contains 128268 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
Score: -90752712.000000 Penalty: 39561.332031
Splitting cluster 56 changes total score from -90753032.000000 to -90752712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -161619.109375 Penalty: 370.011414
	Iteration 0F: 2 clusters Score -161619.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -159328.843750 Penalty: 740.022827
	Iteration 0F: 3 clusters Score -159328.8 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -160392.265625 Penalty: 740.022827
	Iteration 1F: 3 clusters Score -160392.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -160615.140625 Penalty: 740.022827
	Iteration 2F: 3 clusters Score -160615.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -160761.062500 Penalty: 740.022827
	Iteration 3F: 3 clusters Score -160761.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -160878.906250 Penalty: 740.022827
	Iteration 4F: 3 clusters Score -160878.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -160980.687500 Penalty: 740.022827
	Iteration 5Q: 3 clusters Score -160980.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -161090.703125 Penalty: 740.022827
	Iteration 6Q: 3 clusters Score -161090.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -161204.468750 Penalty: 740.022827
	Iteration 7Q: 3 clusters Score -161204.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -161268.406250 Penalty: 740.022827
	Iteration 8Q: 3 clusters Score -161268.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -161306.562500 Penalty: 740.022827
	Iteration 9Q: 3 clusters Score -161306.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -161333.250000 Penalty: 740.022827
	Iteration 10Q: 3 clusters Score -161333.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -161355.078125 Penalty: 740.022827
	Iteration 11Q: 3 clusters Score -161355.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -161368.328125 Penalty: 740.022827
	Iteration 12Q: 3 clusters Score -161368.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -161378.640625 Penalty: 740.022827
	Iteration 13Q: 3 clusters Score -161378.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -161389.171875 Penalty: 740.022827
	Iteration 14Q: 3 clusters Score -161389.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -161404.546875 Penalty: 740.022827
	Iteration 15Q: 3 clusters Score -161404.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -161417.453125 Penalty: 740.022827
	Iteration 16Q: 3 clusters Score -161417.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -161432.906250 Penalty: 740.022827
	Iteration 17Q: 3 clusters Score -161432.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -161459.187500 Penalty: 740.022827
	Iteration 18Q: 3 clusters Score -161459.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -161490.421875 Penalty: 740.022827
	Iteration 19Q: 3 clusters Score -161490.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -161508.984375 Penalty: 740.022827
	Iteration 20F: 3 clusters Score -161509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -161526.093750 Penalty: 740.022827
	Iteration 21Q: 3 clusters Score -161526.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -161537.171875 Penalty: 740.022827
	Iteration 22Q: 3 clusters Score -161537.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -161544.140625 Penalty: 740.022827
	Iteration 23Q: 3 clusters Score -161544.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -161551.578125 Penalty: 740.022827
	Iteration 24Q: 3 clusters Score -161551.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -161560.250000 Penalty: 740.022827
	Iteration 25Q: 3 clusters Score -161560.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -161573.296875 Penalty: 740.022827
	Iteration 26Q: 3 clusters Score -161573.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -161591.921875 Penalty: 740.022827
	Iteration 27Q: 3 clusters Score -161591.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -161612.468750 Penalty: 740.022827
	Iteration 28Q: 3 clusters Score -161612.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -161637.843750 Penalty: 740.022827
	Iteration 29Q: 3 clusters Score -161637.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -161668.031250 Penalty: 740.022827
	Iteration 30Q: 3 clusters Score -161668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -161710.718750 Penalty: 740.022827
	Iteration 31Q: 3 clusters Score -161710.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -161756.218750 Penalty: 740.022827
	Iteration 32Q: 3 clusters Score -161756.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -161800.046875 Penalty: 740.022827
	Iteration 33Q: 3 clusters Score -161800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -161847.703125 Penalty: 740.022827
	Iteration 34Q: 3 clusters Score -161847.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -161890.734375 Penalty: 740.022827
	Iteration 35Q: 3 clusters Score -161890.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -161924.234375 Penalty: 740.022827
	Iteration 36Q: 3 clusters Score -161924.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -161966.718750 Penalty: 740.022827
	Iteration 37Q: 3 clusters Score -161966.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -162018.531250 Penalty: 740.022827
	Iteration 38Q: 3 clusters Score -162018.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -162053.046875 Penalty: 740.022827
	Iteration 39Q: 3 clusters Score -162053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -162077.171875 Penalty: 740.022827
	Iteration 40F: 3 clusters Score -162077.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -162094.921875 Penalty: 740.022827
	Iteration 41Q: 3 clusters Score -162094.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -162114.093750 Penalty: 740.022827
	Iteration 42Q: 3 clusters Score -162114.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -162132.343750 Penalty: 740.022827
	Iteration 43Q: 3 clusters Score -162132.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -162141.781250 Penalty: 740.022827
	Iteration 44Q: 3 clusters Score -162141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -162143.265625 Penalty: 740.022827
	Iteration 45Q: 3 clusters Score -162143.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -162144.437500 Penalty: 740.022827
	Iteration 46Q: 3 clusters Score -162144.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -162144.828125 Penalty: 740.022827
	Iteration 47Q: 3 clusters Score -162144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -162145.234375 Penalty: 740.022827
	Iteration 48Q: 3 clusters Score -162145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -162145.000000 Penalty: 740.022827
	Iteration 49Q: 3 clusters Score -162145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -162145.000000 Penalty: 740.022827
	Iteration 50F: 3 clusters Score -162145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89313 members 
Mstep: Class 4 contains 63439 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87536 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 38328 members 
Mstep: Class 11 contains 15055 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56789 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 93483 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 77324 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 920 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 126875 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128589 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 109068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2132 members 
Mstep: Class 44 contains 235289 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1299 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 56633 members 
Mstep: Class 52 contains 1361 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237988 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 2482 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7259 members 
Mstep: Class 60 contains 128268 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
Score: -90753592.000000 Penalty: 39561.332031
Splitting cluster 57 changes total score from -90753032.000000 to -90753592.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 58 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3920.281738 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3920.282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3739.524170 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3739.524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3790.871094 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3790.871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3804.218018 Penalty: 398.764435
	Iteration 2F: 3 clusters Score -3804.218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Entering Unmasked Estep 
Score: -364304.250000 Penalty: 404.494873
	Iteration 0F: 2 clusters Score -364304.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -359482.562500 Penalty: 808.989746
	Iteration 0F: 3 clusters Score -359482.6 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -361514.250000 Penalty: 808.989746
	Iteration 1F: 3 clusters Score -361514.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -361747.593750 Penalty: 808.989746
	Iteration 2F: 3 clusters Score -361747.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -361947.125000 Penalty: 808.989746
	Iteration 3F: 3 clusters Score -361947.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -362141.875000 Penalty: 808.989746
	Iteration 4F: 3 clusters Score -362141.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -362381.625000 Penalty: 808.989746
	Iteration 5F: 3 clusters Score -362381.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -362631.093750 Penalty: 808.989746
	Iteration 6Q: 3 clusters Score -362631.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -362828.750000 Penalty: 808.989746
	Iteration 7Q: 3 clusters Score -362828.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -362982.687500 Penalty: 808.989746
	Iteration 8Q: 3 clusters Score -362982.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -363066.312500 Penalty: 808.989746
	Iteration 9Q: 3 clusters Score -363066.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -363100.500000 Penalty: 808.989746
	Iteration 10Q: 3 clusters Score -363100.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -363122.656250 Penalty: 808.989746
	Iteration 11Q: 3 clusters Score -363122.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -363132.437500 Penalty: 808.989746
	Iteration 12Q: 3 clusters Score -363132.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -363142.250000 Penalty: 808.989746
	Iteration 13Q: 3 clusters Score -363142.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -363152.656250 Penalty: 808.989746
	Iteration 14Q: 3 clusters Score -363152.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -363157.718750 Penalty: 808.989746
	Iteration 15Q: 3 clusters Score -363157.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -363161.406250 Penalty: 808.989746
	Iteration 16Q: 3 clusters Score -363161.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -363165.750000 Penalty: 808.989746
	Iteration 17Q: 3 clusters Score -363165.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -363169.187500 Penalty: 808.989746
	Iteration 18Q: 3 clusters Score -363169.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -363173.593750 Penalty: 808.989746
	Iteration 19Q: 3 clusters Score -363173.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -363177.187500 Penalty: 808.989746
	Iteration 20F: 3 clusters Score -363177.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -363181.156250 Penalty: 808.989746
	Iteration 21Q: 3 clusters Score -363181.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -363187.656250 Penalty: 808.989746
	Iteration 22Q: 3 clusters Score -363187.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -363197.375000 Penalty: 808.989746
	Iteration 23Q: 3 clusters Score -363197.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -363206.593750 Penalty: 808.989746
	Iteration 24Q: 3 clusters Score -363206.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -363217.937500 Penalty: 808.989746
	Iteration 25Q: 3 clusters Score -363217.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -363224.656250 Penalty: 808.989746
	Iteration 26Q: 3 clusters Score -363224.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -363230.437500 Penalty: 808.989746
	Iteration 27Q: 3 clusters Score -363230.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -363237.125000 Penalty: 808.989746
	Iteration 28Q: 3 clusters Score -363237.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -363247.000000 Penalty: 808.989746
	Iteration 29Q: 3 clusters Score -363247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -363256.156250 Penalty: 808.989746
	Iteration 30Q: 3 clusters Score -363256.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -363267.687500 Penalty: 808.989746
	Iteration 31Q: 3 clusters Score -363267.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -363280.000000 Penalty: 808.989746
	Iteration 32Q: 3 clusters Score -363280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -363294.656250 Penalty: 808.989746
	Iteration 33Q: 3 clusters Score -363294.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -363314.031250 Penalty: 808.989746
	Iteration 34Q: 3 clusters Score -363314 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -363336.437500 Penalty: 808.989746
	Iteration 35Q: 3 clusters Score -363336.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -363369.250000 Penalty: 808.989746
	Iteration 36Q: 3 clusters Score -363369.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -363410.250000 Penalty: 808.989746
	Iteration 37Q: 3 clusters Score -363410.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -363457.375000 Penalty: 808.989746
	Iteration 38Q: 3 clusters Score -363457.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -363501.875000 Penalty: 808.989746
	Iteration 39Q: 3 clusters Score -363501.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -363543.031250 Penalty: 808.989746
	Iteration 40F: 3 clusters Score -363543 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -363575.406250 Penalty: 808.989746
	Iteration 41Q: 3 clusters Score -363575.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -363605.187500 Penalty: 808.989746
	Iteration 42Q: 3 clusters Score -363605.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -363628.656250 Penalty: 808.989746
	Iteration 43Q: 3 clusters Score -363628.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -363646.718750 Penalty: 808.989746
	Iteration 44Q: 3 clusters Score -363646.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -363660.156250 Penalty: 808.989746
	Iteration 45Q: 3 clusters Score -363660.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -363672.312500 Penalty: 808.989746
	Iteration 46Q: 3 clusters Score -363672.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -363682.156250 Penalty: 808.989746
	Iteration 47Q: 3 clusters Score -363682.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -363691.468750 Penalty: 808.989746
	Iteration 48Q: 3 clusters Score -363691.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -363701.781250 Penalty: 808.989746
	Iteration 49Q: 3 clusters Score -363701.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -363716.937500 Penalty: 808.989746
	Iteration 50Q: 3 clusters Score -363716.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -363737.593750 Penalty: 808.989746
	Iteration 51Q: 3 clusters Score -363737.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -363767.062500 Penalty: 808.989746
	Iteration 52Q: 3 clusters Score -363767.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -363790.343750 Penalty: 808.989746
	Iteration 53Q: 3 clusters Score -363790.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -363813.281250 Penalty: 808.989746
	Iteration 54Q: 3 clusters Score -363813.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -363836.906250 Penalty: 808.989746
	Iteration 55Q: 3 clusters Score -363836.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -363860.062500 Penalty: 808.989746
	Iteration 56Q: 3 clusters Score -363860.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -363876.906250 Penalty: 808.989746
	Iteration 57Q: 3 clusters Score -363876.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -363893.781250 Penalty: 808.989746
	Iteration 58Q: 3 clusters Score -363893.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -363904.625000 Penalty: 808.989746
	Iteration 59Q: 3 clusters Score -363904.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -363913.468750 Penalty: 808.989746
	Iteration 60F: 3 clusters Score -363913.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -363920.437500 Penalty: 808.989746
	Iteration 61Q: 3 clusters Score -363920.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -363927.781250 Penalty: 808.989746
	Iteration 62Q: 3 clusters Score -363927.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -363935.156250 Penalty: 808.989746
	Iteration 63Q: 3 clusters Score -363935.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -363942.468750 Penalty: 808.989746
	Iteration 64Q: 3 clusters Score -363942.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -363949.281250 Penalty: 808.989746
	Iteration 65Q: 3 clusters Score -363949.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -363956.562500 Penalty: 808.989746
	Iteration 66Q: 3 clusters Score -363956.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -363964.031250 Penalty: 808.989746
	Iteration 67Q: 3 clusters Score -363964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -363971.718750 Penalty: 808.989746
	Iteration 68Q: 3 clusters Score -363971.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -363979.687500 Penalty: 808.989746
	Iteration 69Q: 3 clusters Score -363979.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -363987.968750 Penalty: 808.989746
	Iteration 70Q: 3 clusters Score -363988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -363996.781250 Penalty: 808.989746
	Iteration 71Q: 3 clusters Score -363996.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -364008.312500 Penalty: 808.989746
	Iteration 72Q: 3 clusters Score -364008.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -364015.937500 Penalty: 808.989746
	Iteration 73Q: 3 clusters Score -364015.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -364021.437500 Penalty: 808.989746
	Iteration 74Q: 3 clusters Score -364021.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -364025.906250 Penalty: 808.989746
	Iteration 75Q: 3 clusters Score -364025.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -364028.687500 Penalty: 808.989746
	Iteration 76Q: 3 clusters Score -364028.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -364031.468750 Penalty: 808.989746
	Iteration 77Q: 3 clusters Score -364031.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -364036.437500 Penalty: 808.989746
	Iteration 78Q: 3 clusters Score -364036.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -364041.437500 Penalty: 808.989746
	Iteration 79Q: 3 clusters Score -364041.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -364045.406250 Penalty: 808.989746
	Iteration 80F: 3 clusters Score -364045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -364047.968750 Penalty: 808.989746
	Iteration 81Q: 3 clusters Score -364048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -364050.062500 Penalty: 808.989746
	Iteration 82Q: 3 clusters Score -364050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -364053.031250 Penalty: 808.989746
	Iteration 83Q: 3 clusters Score -364053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -364056.000000 Penalty: 808.989746
	Iteration 84Q: 3 clusters Score -364056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -364060.843750 Penalty: 808.989746
	Iteration 85Q: 3 clusters Score -364060.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -364070.000000 Penalty: 808.989746
	Iteration 86Q: 3 clusters Score -364070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -364082.781250 Penalty: 808.989746
	Iteration 87Q: 3 clusters Score -364082.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -364094.937500 Penalty: 808.989746
	Iteration 88Q: 3 clusters Score -364094.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -364104.468750 Penalty: 808.989746
	Iteration 89Q: 3 clusters Score -364104.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -364111.375000 Penalty: 808.989746
	Iteration 90Q: 3 clusters Score -364111.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -364120.125000 Penalty: 808.989746
	Iteration 91Q: 3 clusters Score -364120.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -364126.406250 Penalty: 808.989746
	Iteration 92Q: 3 clusters Score -364126.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -364133.468750 Penalty: 808.989746
	Iteration 93Q: 3 clusters Score -364133.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -364141.937500 Penalty: 808.989746
	Iteration 94Q: 3 clusters Score -364141.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -364154.218750 Penalty: 808.989746
	Iteration 95Q: 3 clusters Score -364154.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -364158.937500 Penalty: 808.989746
	Iteration 96Q: 3 clusters Score -364158.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -364163.031250 Penalty: 808.989746
	Iteration 97Q: 3 clusters Score -364163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -364165.312500 Penalty: 808.989746
	Iteration 98Q: 3 clusters Score -364165.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -364166.156250 Penalty: 808.989746
	Iteration 99Q: 3 clusters Score -364166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -364166.843750 Penalty: 808.989746
	Iteration 100F: 3 clusters Score -364166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -364166.875000 Penalty: 808.989746
	Iteration 101Q: 3 clusters Score -364166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -364166.875000 Penalty: 808.989746
	Iteration 102Q: 3 clusters Score -364166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -364166.875000 Penalty: 808.989746
	Iteration 103F: 3 clusters Score -364166.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (128268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128268 members 
Entering Unmasked Estep 
Score: -6458349.000000 Penalty: 535.165405
	Iteration 0F: 2 clusters Score -6458349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -6373372.500000 Penalty: 1070.330811
	Iteration 0F: 3 clusters Score -6373372 nChanged 63131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -6412229.000000 Penalty: 1070.330811
	Iteration 1F: 3 clusters Score -6412229 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -6415521.000000 Penalty: 1070.330811
	Iteration 2Q: 3 clusters Score -6415521 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -6421358.500000 Penalty: 1070.330811
	Iteration 3F: 3 clusters Score -6421358 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -6429339.000000 Penalty: 1070.330811
	Iteration 4F: 3 clusters Score -6429339 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -6435709.000000 Penalty: 1070.330811
	Iteration 5F: 3 clusters Score -6435709 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -6438337.500000 Penalty: 1070.330811
	Iteration 6Q: 3 clusters Score -6438338 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -6439315.000000 Penalty: 1070.330811
	Iteration 7Q: 3 clusters Score -6439315 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -6440105.000000 Penalty: 1070.330811
	Iteration 8Q: 3 clusters Score -6440105 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -6441081.000000 Penalty: 1070.330811
	Iteration 9Q: 3 clusters Score -6441081 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -6442271.500000 Penalty: 1070.330811
	Iteration 10Q: 3 clusters Score -6442272 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -6443682.000000 Penalty: 1070.330811
	Iteration 11Q: 3 clusters Score -6443682 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -6445474.500000 Penalty: 1070.330811
	Iteration 12Q: 3 clusters Score -6445474 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97646 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -6447166.500000 Penalty: 1070.330811
	Iteration 13Q: 3 clusters Score -6447166 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100461 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -6448755.500000 Penalty: 1070.330811
	Iteration 14Q: 3 clusters Score -6448756 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -6450095.500000 Penalty: 1070.330811
	Iteration 15Q: 3 clusters Score -6450096 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105780 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -6451349.000000 Penalty: 1070.330811
	Iteration 16Q: 3 clusters Score -6451349 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108144 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -6452253.500000 Penalty: 1070.330811
	Iteration 17Q: 3 clusters Score -6452254 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110398 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -6453082.500000 Penalty: 1070.330811
	Iteration 18Q: 3 clusters Score -6453082 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112544 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -6453744.000000 Penalty: 1070.330811
	Iteration 19Q: 3 clusters Score -6453744 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114537 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -6454488.500000 Penalty: 1070.330811
	Iteration 20F: 3 clusters Score -6454488 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116311 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -6455073.500000 Penalty: 1070.330811
	Iteration 21Q: 3 clusters Score -6455074 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118018 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -6455640.500000 Penalty: 1070.330811
	Iteration 22Q: 3 clusters Score -6455640 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119554 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -6456020.000000 Penalty: 1070.330811
	Iteration 23Q: 3 clusters Score -6456020 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120925 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -6456356.500000 Penalty: 1070.330811
	Iteration 24Q: 3 clusters Score -6456356 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122184 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -6456665.000000 Penalty: 1070.330811
	Iteration 25Q: 3 clusters Score -6456665 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123304 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -6457007.000000 Penalty: 1070.330811
	Iteration 26Q: 3 clusters Score -6457007 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124237 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6457221.000000 Penalty: 1070.330811
	Iteration 27Q: 3 clusters Score -6457221 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124979 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -6457396.500000 Penalty: 1070.330811
	Iteration 28Q: 3 clusters Score -6457396 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125581 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6457630.000000 Penalty: 1070.330811
	Iteration 29Q: 3 clusters Score -6457630 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126072 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6457723.500000 Penalty: 1070.330811
	Iteration 30Q: 3 clusters Score -6457724 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6457799.000000 Penalty: 1070.330811
	Iteration 31Q: 3 clusters Score -6457799 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126759 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6457845.000000 Penalty: 1070.330811
	Iteration 32Q: 3 clusters Score -6457845 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127011 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6457885.500000 Penalty: 1070.330811
	Iteration 33Q: 3 clusters Score -6457886 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127198 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6457868.000000 Penalty: 1070.330811
	Iteration 34Q: 3 clusters Score -6457868 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127347 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6457886.500000 Penalty: 1070.330811
	Iteration 35Q: 3 clusters Score -6457886 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127462 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6457889.000000 Penalty: 1070.330811
	Iteration 36Q: 3 clusters Score -6457889 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127564 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6457904.000000 Penalty: 1070.330811
	Iteration 37Q: 3 clusters Score -6457904 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127658 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6457897.500000 Penalty: 1070.330811
	Iteration 38Q: 3 clusters Score -6457898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127742 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6457939.500000 Penalty: 1070.330811
	Iteration 39Q: 3 clusters Score -6457940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6457939.000000 Penalty: 1070.330811
	Iteration 40F: 3 clusters Score -6457939 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127855 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6457949.000000 Penalty: 1070.330811
	Iteration 41Q: 3 clusters Score -6457949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127891 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6457968.000000 Penalty: 1070.330811
	Iteration 42Q: 3 clusters Score -6457968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127918 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6457995.000000 Penalty: 1070.330811
	Iteration 43Q: 3 clusters Score -6457995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127942 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6457998.000000 Penalty: 1070.330811
	Iteration 44Q: 3 clusters Score -6457998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127956 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6457996.000000 Penalty: 1070.330811
	Iteration 45Q: 3 clusters Score -6457996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127969 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6457995.500000 Penalty: 1070.330811
	Iteration 46Q: 3 clusters Score -6457996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127976 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6457997.500000 Penalty: 1070.330811
	Iteration 47Q: 3 clusters Score -6457998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127980 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6458000.000000 Penalty: 1070.330811
	Iteration 48Q: 3 clusters Score -6458000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127989 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6458004.500000 Penalty: 1070.330811
	Iteration 49Q: 3 clusters Score -6458004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127999 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6458002.000000 Penalty: 1070.330811
	Iteration 50Q: 3 clusters Score -6458002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127999 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6458006.500000 Penalty: 1070.330811
	Iteration 51Q: 3 clusters Score -6458006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128001 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6458004.500000 Penalty: 1070.330811
	Iteration 52Q: 3 clusters Score -6458004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128008 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6457999.500000 Penalty: 1070.330811
	Iteration 53Q: 3 clusters Score -6458000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128012 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6458006.000000 Penalty: 1070.330811
	Iteration 54Q: 3 clusters Score -6458006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128012 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6458004.500000 Penalty: 1070.330811
	Iteration 55Q: 3 clusters Score -6458004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128013 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6458005.500000 Penalty: 1070.330811
	Iteration 56Q: 3 clusters Score -6458006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128015 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6458007.500000 Penalty: 1070.330811
	Iteration 57Q: 3 clusters Score -6458008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128019 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6458008.000000 Penalty: 1070.330811
	Iteration 58Q: 3 clusters Score -6458008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128019 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6458007.500000 Penalty: 1070.330811
	Iteration 59Q: 3 clusters Score -6458008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128021 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6458010.500000 Penalty: 1070.330811
	Iteration 60F: 3 clusters Score -6458010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128023 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6458007.000000 Penalty: 1070.330811
	Iteration 61Q: 3 clusters Score -6458007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128023 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6458007.000000 Penalty: 1070.330811
	Iteration 62F: 3 clusters Score -6458007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -5940.304688 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -5940.305 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 72 members 
Entering Unmasked Estep 
Score: -5685.625977 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -5685.626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5726.331543 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -5726.332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5749.552246 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -5749.552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5766.309570 Penalty: 458.951691
	Iteration 3F: 3 clusters Score -5766.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5772.978516 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -5772.979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5773.884766 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -5773.885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5780.464844 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -5780.465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5781.289062 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -5781.289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5781.289062 Penalty: 458.951691
	Iteration 8F: 3 clusters Score -5781.289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 89313 members 
Mstep: Class 4 contains 63439 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87536 members 
Mstep: Class 9 contains 15542 members 
Mstep: Class 10 contains 38328 members 
Mstep: Class 11 contains 15055 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56789 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 20 contains 93483 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 77324 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 4961 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 126875 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128589 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 109068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2132 members 
Mstep: Class 44 contains 235289 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 84 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1299 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 56633 members 
Mstep: Class 52 contains 1361 members 
Mstep: Class 53 contains 723 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237988 members 
Mstep: Class 56 contains 406 members 
Mstep: Class 57 contains 2482 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7259 members 
Mstep: Class 60 contains 128268 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90755176.000000 Penalty: 39561.332031
Iteration 199Q: 61 clusters Score -9.075518e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 88919 members 
Mstep: Class 4 contains 64919 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 87009 members 
Mstep: Class 9 contains 15417 members 
Mstep: Class 10 contains 38330 members 
Mstep: Class 11 contains 15108 members 
Mstep: Class 12 contains 6864 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216177 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56775 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 93455 members 
Mstep: Class 21 contains 9807 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 15691 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 75172 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4078 members 
Mstep: Class 29 contains 2806 members 
Mstep: Class 30 contains 5084 members 
Mstep: Class 31 contains 549 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 4967 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 125763 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128506 members 
Mstep: Class 40 contains 536 members 
Mstep: Class 41 contains 109693 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2130 members 
Mstep: Class 44 contains 235025 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 81 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1236 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 55054 members 
Mstep: Class 52 contains 1365 members 
Mstep: Class 53 contains 746 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237941 members 
Mstep: Class 56 contains 404 members 
Mstep: Class 57 contains 2431 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7324 members 
Mstep: Class 60 contains 130320 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90758472.000000 Penalty: 39561.332031
Iteration 200F: 61 clusters Score -9.075847e+07 nChanged 18940
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 88533 members 
Mstep: Class 4 contains 66387 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 86443 members 
Mstep: Class 9 contains 15663 members 
Mstep: Class 10 contains 38335 members 
Mstep: Class 11 contains 15170 members 
Mstep: Class 12 contains 6826 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216153 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 56777 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 93454 members 
Mstep: Class 21 contains 9878 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 15763 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 72908 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4081 members 
Mstep: Class 29 contains 2800 members 
Mstep: Class 30 contains 5133 members 
Mstep: Class 31 contains 547 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 984 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 4974 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 130101 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128429 members 
Mstep: Class 40 contains 538 members 
Mstep: Class 41 contains 110314 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2125 members 
Mstep: Class 44 contains 234792 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 78 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1154 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 53344 members 
Mstep: Class 52 contains 1348 members 
Mstep: Class 53 contains 764 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237756 members 
Mstep: Class 56 contains 404 members 
Mstep: Class 57 contains 2403 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7262 members 
Mstep: Class 60 contains 126952 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90760392.000000 Penalty: 39561.332031
Iteration 201Q: 61 clusters Score -9.076039e+07 nChanged 18698
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 88384 members 
Mstep: Class 4 contains 67859 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 85861 members 
Mstep: Class 9 contains 15795 members 
Mstep: Class 10 contains 38329 members 
Mstep: Class 11 contains 15243 members 
Mstep: Class 12 contains 6785 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216150 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 56761 members 
Mstep: Class 19 contains 2695 members 
Mstep: Class 20 contains 93460 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 5589 members 
Mstep: Class 23 contains 15843 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 71003 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4085 members 
Mstep: Class 29 contains 2789 members 
Mstep: Class 30 contains 5180 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1053 members 
Mstep: Class 34 contains 19045 members 
Mstep: Class 35 contains 4981 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 134176 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128337 members 
Mstep: Class 40 contains 540 members 
Mstep: Class 41 contains 110909 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2122 members 
Mstep: Class 44 contains 234591 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 76 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1081 members 
Mstep: Class 49 contains 1056 members 
Mstep: Class 50 contains 51549 members 
Mstep: Class 52 contains 1342 members 
Mstep: Class 53 contains 771 members 
Mstep: Class 54 contains 897 members 
Mstep: Class 55 contains 237719 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2380 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7215 members 
Mstep: Class 60 contains 123676 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90761832.000000 Penalty: 39561.332031
Iteration 202Q: 61 clusters Score -9.076183e+07 nChanged 18105
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 7306 members 
Mstep: Class 3 contains 88245 members 
Mstep: Class 4 contains 69364 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6276 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 85268 members 
Mstep: Class 9 contains 15798 members 
Mstep: Class 10 contains 38326 members 
Mstep: Class 11 contains 15330 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216130 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 56775 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 93453 members 
Mstep: Class 21 contains 9962 members 
Mstep: Class 22 contains 5596 members 
Mstep: Class 23 contains 15952 members 
Mstep: Class 24 contains 288 members 
Mstep: Class 25 contains 69508 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4089 members 
Mstep: Class 29 contains 2782 members 
Mstep: Class 30 contains 5221 members 
Mstep: Class 31 contains 550 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1103 members 
Mstep: Class 34 contains 19049 members 
Mstep: Class 35 contains 4984 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 138307 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128260 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 111436 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2119 members 
Mstep: Class 44 contains 234381 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 1019 members 
Mstep: Class 49 contains 1054 members 
Mstep: Class 50 contains 49825 members 
Mstep: Class 52 contains 1339 members 
Mstep: Class 53 contains 777 members 
Mstep: Class 54 contains 898 members 
Mstep: Class 55 contains 237664 members 
Mstep: Class 56 contains 402 members 
Mstep: Class 57 contains 2357 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7178 members 
Mstep: Class 60 contains 120313 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90762696.000000 Penalty: 39561.332031
Iteration 203Q: 61 clusters Score -9.07627e+07 nChanged 17948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 7307 members 
Mstep: Class 3 contains 88238 members 
Mstep: Class 4 contains 70909 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6248 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 84624 members 
Mstep: Class 9 contains 15710 members 
Mstep: Class 10 contains 38328 members 
Mstep: Class 11 contains 15401 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216144 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 56781 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 93425 members 
Mstep: Class 21 contains 9980 members 
Mstep: Class 22 contains 5613 members 
Mstep: Class 23 contains 16066 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 68151 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4090 members 
Mstep: Class 29 contains 2783 members 
Mstep: Class 30 contains 5260 members 
Mstep: Class 31 contains 550 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1137 members 
Mstep: Class 34 contains 19057 members 
Mstep: Class 35 contains 4990 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 142526 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128147 members 
Mstep: Class 40 contains 563 members 
Mstep: Class 41 contains 112021 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2120 members 
Mstep: Class 44 contains 234058 members 
Mstep: Class 45 contains 818 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 969 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 48274 members 
Mstep: Class 52 contains 1336 members 
Mstep: Class 53 contains 783 members 
Mstep: Class 54 contains 898 members 
Mstep: Class 55 contains 237728 members 
Mstep: Class 56 contains 402 members 
Mstep: Class 57 contains 2341 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7150 members 
Mstep: Class 60 contains 116763 members 
Mstep: Class 61 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90762976.000000 Penalty: 39561.332031
Iteration 204Q: 61 clusters Score -9.076298e+07 nChanged 17335
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 88311 members 
Mstep: Class 4 contains 72485 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6223 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 83959 members 
Mstep: Class 9 contains 15567 members 
Mstep: Class 10 contains 38333 members 
Mstep: Class 11 contains 15482 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216142 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 56804 members 
Mstep: Class 19 contains 2670 members 
Mstep: Class 20 contains 93395 members 
Mstep: Class 21 contains 9981 members 
Mstep: Class 22 contains 5618 members 
Mstep: Class 23 contains 16180 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 66861 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4090 members 
Mstep: Class 29 contains 2771 members 
Mstep: Class 30 contains 5305 members 
Mstep: Class 31 contains 550 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1157 members 
Mstep: Class 34 contains 19064 members 
Mstep: Class 35 contains 5000 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 146533 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128071 members 
Mstep: Class 40 contains 569 members 
Mstep: Class 41 contains 112537 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2122 members 
Mstep: Class 44 contains 233670 members 
Mstep: Class 45 contains 819 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 928 members 
Mstep: Class 49 contains 1051 members 
Mstep: Class 50 contains 46747 members 
Mstep: Class 52 contains 1330 members 
Mstep: Class 53 contains 783 members 
Mstep: Class 54 contains 898 members 
Mstep: Class 55 contains 237798 members 
Mstep: Class 56 contains 402 members 
Mstep: Class 57 contains 2338 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7129 members 
Mstep: Class 60 contains 113427 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90763240.000000 Penalty: 39561.332031
Iteration 205Q: 61 clusters Score -9.076324e+07 nChanged 16679
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 88487 members 
Mstep: Class 4 contains 74107 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6189 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 83249 members 
Mstep: Class 9 contains 15396 members 
Mstep: Class 10 contains 38338 members 
Mstep: Class 11 contains 15566 members 
Mstep: Class 12 contains 6432 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216122 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 56821 members 
Mstep: Class 19 contains 2667 members 
Mstep: Class 20 contains 93360 members 
Mstep: Class 21 contains 9982 members 
Mstep: Class 22 contains 5616 members 
Mstep: Class 23 contains 16286 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 65695 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4088 members 
Mstep: Class 29 contains 2768 members 
Mstep: Class 30 contains 5341 members 
Mstep: Class 31 contains 551 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1164 members 
Mstep: Class 34 contains 19064 members 
Mstep: Class 35 contains 5011 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 150721 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128021 members 
Mstep: Class 40 contains 570 members 
Mstep: Class 41 contains 113036 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2121 members 
Mstep: Class 44 contains 233206 members 
Mstep: Class 45 contains 821 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 888 members 
Mstep: Class 49 contains 1052 members 
Mstep: Class 50 contains 45378 members 
Mstep: Class 52 contains 1325 members 
Mstep: Class 53 contains 784 members 
Mstep: Class 54 contains 898 members 
Mstep: Class 55 contains 237779 members 
Mstep: Class 56 contains 402 members 
Mstep: Class 57 contains 2338 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7124 members 
Mstep: Class 60 contains 109884 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90763536.000000 Penalty: 39561.332031
Iteration 206Q: 61 clusters Score -9.076354e+07 nChanged 16184
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 88730 members 
Mstep: Class 4 contains 75647 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6143 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 82519 members 
Mstep: Class 9 contains 15228 members 
Mstep: Class 10 contains 38337 members 
Mstep: Class 11 contains 15655 members 
Mstep: Class 12 contains 6300 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216113 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 56819 members 
Mstep: Class 19 contains 2665 members 
Mstep: Class 20 contains 93347 members 
Mstep: Class 21 contains 9970 members 
Mstep: Class 22 contains 5625 members 
Mstep: Class 23 contains 16371 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 64576 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4085 members 
Mstep: Class 29 contains 2759 members 
Mstep: Class 30 contains 5372 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1167 members 
Mstep: Class 34 contains 19067 members 
Mstep: Class 35 contains 5020 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 154845 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 127939 members 
Mstep: Class 40 contains 571 members 
Mstep: Class 41 contains 113563 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2120 members 
Mstep: Class 44 contains 232777 members 
Mstep: Class 45 contains 823 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 864 members 
Mstep: Class 49 contains 1052 members 
Mstep: Class 50 contains 44033 members 
Mstep: Class 52 contains 1322 members 
Mstep: Class 53 contains 784 members 
Mstep: Class 54 contains 899 members 
Mstep: Class 55 contains 237765 members 
Mstep: Class 56 contains 402 members 
Mstep: Class 57 contains 2334 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7125 members 
Mstep: Class 60 contains 106352 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90764528.000000 Penalty: 39561.332031
Iteration 207Q: 61 clusters Score -9.076453e+07 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 7310 members 
Mstep: Class 3 contains 88931 members 
Mstep: Class 4 contains 77230 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 81756 members 
Mstep: Class 9 contains 15018 members 
Mstep: Class 10 contains 38337 members 
Mstep: Class 11 contains 15731 members 
Mstep: Class 12 contains 6192 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216110 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 56795 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 93311 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 16459 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 63496 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 2747 members 
Mstep: Class 30 contains 5412 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1169 members 
Mstep: Class 34 contains 19069 members 
Mstep: Class 35 contains 5029 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 158794 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127870 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 114068 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2121 members 
Mstep: Class 44 contains 232256 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 839 members 
Mstep: Class 49 contains 1051 members 
Mstep: Class 50 contains 42841 members 
Mstep: Class 52 contains 1318 members 
Mstep: Class 53 contains 786 members 
Mstep: Class 54 contains 899 members 
Mstep: Class 55 contains 237831 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2330 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7125 members 
Mstep: Class 60 contains 102828 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90765192.000000 Penalty: 39561.332031
Iteration 208Q: 61 clusters Score -9.076519e+07 nChanged 15547
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 89083 members 
Mstep: Class 4 contains 78761 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6112 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 80988 members 
Mstep: Class 9 contains 14817 members 
Mstep: Class 10 contains 38337 members 
Mstep: Class 11 contains 15793 members 
Mstep: Class 12 contains 6104 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216102 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 56782 members 
Mstep: Class 19 contains 2669 members 
Mstep: Class 20 contains 93293 members 
Mstep: Class 21 contains 9938 members 
Mstep: Class 22 contains 5633 members 
Mstep: Class 23 contains 16559 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 62451 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4083 members 
Mstep: Class 29 contains 2738 members 
Mstep: Class 30 contains 5449 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1173 members 
Mstep: Class 34 contains 19064 members 
Mstep: Class 35 contains 5040 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 162761 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127878 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 114490 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2123 members 
Mstep: Class 44 contains 231771 members 
Mstep: Class 45 contains 826 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 805 members 
Mstep: Class 49 contains 1050 members 
Mstep: Class 50 contains 41774 members 
Mstep: Class 52 contains 1315 members 
Mstep: Class 53 contains 787 members 
Mstep: Class 54 contains 900 members 
Mstep: Class 55 contains 237762 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2330 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7123 members 
Mstep: Class 60 contains 99297 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90766480.000000 Penalty: 39561.332031
Iteration 209Q: 61 clusters Score -9.076648e+07 nChanged 13765
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 89208 members 
Mstep: Class 4 contains 80286 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6091 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 80254 members 
Mstep: Class 9 contains 14566 members 
Mstep: Class 10 contains 38341 members 
Mstep: Class 11 contains 15874 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216118 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 56766 members 
Mstep: Class 19 contains 2663 members 
Mstep: Class 20 contains 93275 members 
Mstep: Class 21 contains 9913 members 
Mstep: Class 22 contains 5634 members 
Mstep: Class 23 contains 16667 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 61403 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4083 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 5489 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 19065 members 
Mstep: Class 35 contains 5052 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 166846 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127879 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 114880 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2123 members 
Mstep: Class 44 contains 231251 members 
Mstep: Class 45 contains 826 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 778 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 40960 members 
Mstep: Class 52 contains 1312 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 901 members 
Mstep: Class 55 contains 236634 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2330 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7120 members 
Mstep: Class 60 contains 96543 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768552.000000 Penalty: 39561.332031
Iteration 210Q: 61 clusters Score -9.076855e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85320 members 
Mstep: Class 2 contains 7312 members 
Mstep: Class 3 contains 89387 members 
Mstep: Class 4 contains 81798 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6090 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 79613 members 
Mstep: Class 9 contains 14240 members 
Mstep: Class 10 contains 38343 members 
Mstep: Class 11 contains 15959 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216154 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 56734 members 
Mstep: Class 19 contains 2664 members 
Mstep: Class 20 contains 93244 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 5635 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 60361 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 2736 members 
Mstep: Class 30 contains 5515 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1186 members 
Mstep: Class 34 contains 19065 members 
Mstep: Class 35 contains 5058 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 171109 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 127852 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 115209 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 230429 members 
Mstep: Class 45 contains 826 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 764 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 40372 members 
Mstep: Class 52 contains 1311 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 902 members 
Mstep: Class 55 contains 233956 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7115 members 
Mstep: Class 60 contains 95246 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90770784.000000 Penalty: 39561.332031
Iteration 211Q: 61 clusters Score -9.077078e+07 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 86371 members 
Mstep: Class 2 contains 7314 members 
Mstep: Class 3 contains 89616 members 
Mstep: Class 4 contains 83174 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6099 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 78996 members 
Mstep: Class 9 contains 13922 members 
Mstep: Class 10 contains 38340 members 
Mstep: Class 11 contains 16046 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216178 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56708 members 
Mstep: Class 19 contains 2655 members 
Mstep: Class 20 contains 93226 members 
Mstep: Class 21 contains 9881 members 
Mstep: Class 22 contains 5630 members 
Mstep: Class 23 contains 16909 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 59322 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 2737 members 
Mstep: Class 30 contains 5521 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1191 members 
Mstep: Class 34 contains 19069 members 
Mstep: Class 35 contains 5065 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 175944 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 127784 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 115549 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 229281 members 
Mstep: Class 45 contains 826 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 755 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 39809 members 
Mstep: Class 52 contains 1312 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 902 members 
Mstep: Class 55 contains 229970 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2329 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7109 members 
Mstep: Class 60 contains 95073 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90773808.000000 Penalty: 39561.332031
Iteration 212Q: 61 clusters Score -9.077381e+07 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 87601 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 89823 members 
Mstep: Class 4 contains 84346 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6111 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 78449 members 
Mstep: Class 9 contains 13502 members 
Mstep: Class 10 contains 38334 members 
Mstep: Class 11 contains 16128 members 
Mstep: Class 12 contains 5741 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216184 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 56691 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 93158 members 
Mstep: Class 21 contains 9860 members 
Mstep: Class 22 contains 5635 members 
Mstep: Class 23 contains 17048 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 58253 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 4082 members 
Mstep: Class 29 contains 2737 members 
Mstep: Class 30 contains 5522 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1196 members 
Mstep: Class 34 contains 19063 members 
Mstep: Class 35 contains 5069 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 181939 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 127704 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 115836 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 227319 members 
Mstep: Class 45 contains 826 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 39246 members 
Mstep: Class 52 contains 1312 members 
Mstep: Class 53 contains 787 members 
Mstep: Class 54 contains 902 members 
Mstep: Class 55 contains 225150 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2327 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7107 members 
Mstep: Class 60 contains 95625 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90776872.000000 Penalty: 39561.332031
Iteration 213Q: 61 clusters Score -9.077687e+07 nChanged 18082
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 7319 members 
Mstep: Class 3 contains 89986 members 
Mstep: Class 4 contains 85300 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6139 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 77889 members 
Mstep: Class 9 contains 13022 members 
Mstep: Class 10 contains 38329 members 
Mstep: Class 11 contains 16220 members 
Mstep: Class 12 contains 5683 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216213 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 56667 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 93104 members 
Mstep: Class 21 contains 9837 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 17185 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 57189 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 5503 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19065 members 
Mstep: Class 35 contains 5077 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 189219 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 127598 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 116107 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 224772 members 
Mstep: Class 45 contains 826 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 725 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 38672 members 
Mstep: Class 52 contains 1312 members 
Mstep: Class 53 contains 787 members 
Mstep: Class 54 contains 902 members 
Mstep: Class 55 contains 218883 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2326 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7106 members 
Mstep: Class 60 contains 97181 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779528.000000 Penalty: 39561.332031
Iteration 214Q: 61 clusters Score -9.077953e+07 nChanged 22942
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 7320 members 
Mstep: Class 3 contains 90184 members 
Mstep: Class 4 contains 85975 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6158 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 77361 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 38332 members 
Mstep: Class 11 contains 16323 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216224 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 56665 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 93056 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 5662 members 
Mstep: Class 23 contains 17307 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 56103 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2734 members 
Mstep: Class 30 contains 5493 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19066 members 
Mstep: Class 35 contains 5086 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 198425 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127528 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 116277 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 221098 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 708 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 38120 members 
Mstep: Class 52 contains 1312 members 
Mstep: Class 53 contains 787 members 
Mstep: Class 54 contains 902 members 
Mstep: Class 55 contains 211237 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7104 members 
Mstep: Class 60 contains 99601 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780184.000000 Penalty: 39561.332031
Iteration 215Q: 61 clusters Score -9.078018e+07 nChanged 29193
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91356 members 
Mstep: Class 2 contains 7321 members 
Mstep: Class 3 contains 90337 members 
Mstep: Class 4 contains 86155 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6161 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 76898 members 
Mstep: Class 9 contains 12011 members 
Mstep: Class 10 contains 38334 members 
Mstep: Class 11 contains 16427 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216222 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 56667 members 
Mstep: Class 19 contains 2639 members 
Mstep: Class 20 contains 93012 members 
Mstep: Class 21 contains 9793 members 
Mstep: Class 22 contains 5704 members 
Mstep: Class 23 contains 17436 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 55008 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 2722 members 
Mstep: Class 30 contains 5486 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19062 members 
Mstep: Class 35 contains 5099 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 209890 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127437 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 116501 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 215926 members 
Mstep: Class 45 contains 824 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 692 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 37438 members 
Mstep: Class 52 contains 1311 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 903 members 
Mstep: Class 55 contains 202338 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7104 members 
Mstep: Class 60 contains 103125 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90782056.000000 Penalty: 39561.332031
Iteration 216Q: 61 clusters Score -9.078206e+07 nChanged 35575
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 7321 members 
Mstep: Class 3 contains 90513 members 
Mstep: Class 4 contains 85597 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6133 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 76402 members 
Mstep: Class 9 contains 11481 members 
Mstep: Class 10 contains 38343 members 
Mstep: Class 11 contains 16524 members 
Mstep: Class 12 contains 5557 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216247 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 56662 members 
Mstep: Class 19 contains 2633 members 
Mstep: Class 20 contains 92937 members 
Mstep: Class 21 contains 9767 members 
Mstep: Class 22 contains 5744 members 
Mstep: Class 23 contains 17554 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 53894 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4075 members 
Mstep: Class 29 contains 2719 members 
Mstep: Class 30 contains 5473 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19059 members 
Mstep: Class 35 contains 5114 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 223350 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127305 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 116739 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 208647 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 670 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 36682 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 903 members 
Mstep: Class 55 contains 193996 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7105 members 
Mstep: Class 60 contains 107144 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780080.000000 Penalty: 39561.332031
Iteration 217Q: 61 clusters Score -9.078008e+07 nChanged 33949
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 7320 members 
Mstep: Class 3 contains 90692 members 
Mstep: Class 4 contains 83971 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6111 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 75937 members 
Mstep: Class 9 contains 10968 members 
Mstep: Class 10 contains 38350 members 
Mstep: Class 11 contains 16625 members 
Mstep: Class 12 contains 5528 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216273 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 56653 members 
Mstep: Class 19 contains 2629 members 
Mstep: Class 20 contains 92825 members 
Mstep: Class 21 contains 9751 members 
Mstep: Class 22 contains 5773 members 
Mstep: Class 23 contains 17676 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 52796 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 4075 members 
Mstep: Class 29 contains 2727 members 
Mstep: Class 30 contains 5472 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19051 members 
Mstep: Class 35 contains 5124 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 234808 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127189 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 116946 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 202616 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 660 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 35817 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 903 members 
Mstep: Class 55 contains 187712 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7105 members 
Mstep: Class 60 contains 111086 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90773128.000000 Penalty: 39561.332031
Iteration 218Q: 61 clusters Score -9.077313e+07 nChanged 29190
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 7321 members 
Mstep: Class 3 contains 90840 members 
Mstep: Class 4 contains 81356 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6079 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 75527 members 
Mstep: Class 9 contains 10451 members 
Mstep: Class 10 contains 38348 members 
Mstep: Class 11 contains 16735 members 
Mstep: Class 12 contains 5504 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216302 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 56651 members 
Mstep: Class 19 contains 2634 members 
Mstep: Class 20 contains 92786 members 
Mstep: Class 21 contains 9743 members 
Mstep: Class 22 contains 5775 members 
Mstep: Class 23 contains 17775 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 51651 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4074 members 
Mstep: Class 29 contains 2739 members 
Mstep: Class 30 contains 5483 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19038 members 
Mstep: Class 35 contains 5135 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 241197 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127220 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 117164 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 198054 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 647 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 34938 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 903 members 
Mstep: Class 55 contains 185955 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7105 members 
Mstep: Class 60 contains 114922 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768168.000000 Penalty: 39561.332031
Iteration 219Q: 61 clusters Score -9.076817e+07 nChanged 24456
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 95965 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 3 contains 91053 members 
Mstep: Class 4 contains 78767 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6044 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 75156 members 
Mstep: Class 9 contains 9993 members 
Mstep: Class 10 contains 38350 members 
Mstep: Class 11 contains 16868 members 
Mstep: Class 12 contains 5486 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216297 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56645 members 
Mstep: Class 19 contains 2642 members 
Mstep: Class 20 contains 92740 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 17872 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 50496 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4074 members 
Mstep: Class 29 contains 2749 members 
Mstep: Class 30 contains 5462 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19035 members 
Mstep: Class 35 contains 5150 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 244345 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127292 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 117274 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 193421 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 624 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 33974 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 904 members 
Mstep: Class 55 contains 187845 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7105 members 
Mstep: Class 60 contains 118433 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768296.000000 Penalty: 39561.332031
Iteration 220F: 61 clusters Score -9.07683e+07 nChanged 28115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 91221 members 
Mstep: Class 4 contains 76399 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 74765 members 
Mstep: Class 9 contains 9634 members 
Mstep: Class 10 contains 38356 members 
Mstep: Class 11 contains 17005 members 
Mstep: Class 12 contains 5460 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216285 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56629 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 92678 members 
Mstep: Class 21 contains 9716 members 
Mstep: Class 22 contains 5791 members 
Mstep: Class 23 contains 17966 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 49261 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4074 members 
Mstep: Class 29 contains 2751 members 
Mstep: Class 30 contains 5457 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19033 members 
Mstep: Class 35 contains 5161 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 251179 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127338 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 117377 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 188092 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 613 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 33217 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 904 members 
Mstep: Class 55 contains 186549 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7105 members 
Mstep: Class 60 contains 121918 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90761760.000000 Penalty: 39561.332031
Iteration 221Q: 61 clusters Score -9.076176e+07 nChanged 25745
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 91394 members 
Mstep: Class 4 contains 74329 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 6002 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 74340 members 
Mstep: Class 9 contains 9217 members 
Mstep: Class 10 contains 38356 members 
Mstep: Class 11 contains 17151 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216271 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56634 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 92727 members 
Mstep: Class 21 contains 9716 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 18023 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 47980 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4075 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5449 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19021 members 
Mstep: Class 35 contains 5165 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 256276 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127428 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 117505 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 182914 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 607 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 32512 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 905 members 
Mstep: Class 55 contains 186700 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7105 members 
Mstep: Class 60 contains 125199 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90756392.000000 Penalty: 39561.332031
Iteration 222Q: 61 clusters Score -9.075639e+07 nChanged 23179
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 91676 members 
Mstep: Class 4 contains 72517 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 73916 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 38364 members 
Mstep: Class 11 contains 17337 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216250 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56611 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 92772 members 
Mstep: Class 21 contains 9709 members 
Mstep: Class 22 contains 5800 members 
Mstep: Class 23 contains 18051 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 46664 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4075 members 
Mstep: Class 29 contains 2776 members 
Mstep: Class 30 contains 5456 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19024 members 
Mstep: Class 35 contains 5178 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 260402 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127556 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 117601 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 177556 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 601 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 31770 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 905 members 
Mstep: Class 55 contains 188211 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7105 members 
Mstep: Class 60 contains 127983 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90752560.000000 Penalty: 39561.332031
Iteration 223Q: 61 clusters Score -9.075256e+07 nChanged 21914
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 91932 members 
Mstep: Class 4 contains 70886 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 73503 members 
Mstep: Class 9 contains 8286 members 
Mstep: Class 10 contains 38374 members 
Mstep: Class 11 contains 17528 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216257 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 56564 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 92821 members 
Mstep: Class 21 contains 9705 members 
Mstep: Class 22 contains 5832 members 
Mstep: Class 23 contains 18105 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 45343 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4075 members 
Mstep: Class 29 contains 2794 members 
Mstep: Class 30 contains 5461 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19036 members 
Mstep: Class 35 contains 5191 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 263989 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 127650 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 117717 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 171624 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 594 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 31130 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 907 members 
Mstep: Class 55 contains 190902 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7105 members 
Mstep: Class 60 contains 130287 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90748816.000000 Penalty: 39561.332031
Iteration 224Q: 61 clusters Score -9.074882e+07 nChanged 20828
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 92203 members 
Mstep: Class 4 contains 69450 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 73051 members 
Mstep: Class 9 contains 7878 members 
Mstep: Class 10 contains 38391 members 
Mstep: Class 11 contains 17746 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216264 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 56532 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 92888 members 
Mstep: Class 21 contains 9708 members 
Mstep: Class 22 contains 5854 members 
Mstep: Class 23 contains 18137 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 43973 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4078 members 
Mstep: Class 29 contains 2809 members 
Mstep: Class 30 contains 5472 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19045 members 
Mstep: Class 35 contains 5202 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 267298 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 127747 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 117816 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 165414 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 593 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 30469 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 910 members 
Mstep: Class 55 contains 194217 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7105 members 
Mstep: Class 60 contains 132293 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90745656.000000 Penalty: 39561.332031
Iteration 225Q: 61 clusters Score -9.074566e+07 nChanged 20325
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 102157 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 92391 members 
Mstep: Class 4 contains 68266 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5954 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 72616 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 38401 members 
Mstep: Class 11 contains 17969 members 
Mstep: Class 12 contains 5392 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216284 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 56501 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 92917 members 
Mstep: Class 21 contains 9710 members 
Mstep: Class 22 contains 5879 members 
Mstep: Class 23 contains 18155 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 42601 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 5479 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19063 members 
Mstep: Class 35 contains 5214 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 270379 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 127839 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 117934 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 158824 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 585 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 29766 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 914 members 
Mstep: Class 55 contains 198125 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7105 members 
Mstep: Class 60 contains 134161 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742240.000000 Penalty: 39561.332031
Iteration 226Q: 61 clusters Score -9.074224e+07 nChanged 19866
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 92627 members 
Mstep: Class 4 contains 67112 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 72193 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 38408 members 
Mstep: Class 11 contains 18183 members 
Mstep: Class 12 contains 5398 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216282 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 56488 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 92983 members 
Mstep: Class 21 contains 9717 members 
Mstep: Class 22 contains 5897 members 
Mstep: Class 23 contains 18185 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 41266 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 5486 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19067 members 
Mstep: Class 35 contains 5224 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 273240 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 127934 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 118096 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 151781 members 
Mstep: Class 45 contains 825 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 570 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 29144 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 917 members 
Mstep: Class 55 contains 202766 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7105 members 
Mstep: Class 60 contains 135789 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90740472.000000 Penalty: 39561.332031
Iteration 227Q: 61 clusters Score -9.074047e+07 nChanged 17683
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 92861 members 
Mstep: Class 4 contains 66023 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5909 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 71732 members 
Mstep: Class 9 contains 6623 members 
Mstep: Class 10 contains 38413 members 
Mstep: Class 11 contains 18424 members 
Mstep: Class 12 contains 5411 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216290 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 56485 members 
Mstep: Class 19 contains 2635 members 
Mstep: Class 20 contains 93020 members 
Mstep: Class 21 contains 9713 members 
Mstep: Class 22 contains 5903 members 
Mstep: Class 23 contains 18218 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 39973 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1198 members 
Mstep: Class 34 contains 19057 members 
Mstep: Class 35 contains 5231 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 275061 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 128012 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 118236 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 145370 members 
Mstep: Class 45 contains 826 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 555 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 28555 members 
Mstep: Class 52 contains 1310 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 922 members 
Mstep: Class 55 contains 207888 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7104 members 
Mstep: Class 60 contains 137276 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90740808.000000 Penalty: 39561.332031
Iteration 228Q: 61 clusters Score -9.074081e+07 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 105300 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 93093 members 
Mstep: Class 4 contains 64908 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5889 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 71266 members 
Mstep: Class 9 contains 6175 members 
Mstep: Class 10 contains 38415 members 
Mstep: Class 11 contains 18654 members 
Mstep: Class 12 contains 5462 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216276 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 56469 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 93042 members 
Mstep: Class 21 contains 9718 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 18260 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 38703 members 
Mstep: Class 26 contains 456 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 2826 members 
Mstep: Class 30 contains 5497 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1199 members 
Mstep: Class 34 contains 19056 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 274117 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 128046 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 118475 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 141285 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 542 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 27994 members 
Mstep: Class 52 contains 1309 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 927 members 
Mstep: Class 55 contains 213441 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2329 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7103 members 
Mstep: Class 60 contains 138765 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742192.000000 Penalty: 39561.332031
Iteration 229Q: 61 clusters Score -9.074219e+07 nChanged 14446
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 106346 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 93362 members 
Mstep: Class 4 contains 63764 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5886 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 70748 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 38414 members 
Mstep: Class 11 contains 18882 members 
Mstep: Class 12 contains 5506 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216260 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 56444 members 
Mstep: Class 19 contains 2636 members 
Mstep: Class 20 contains 93015 members 
Mstep: Class 21 contains 9727 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 18300 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 37424 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 5499 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1200 members 
Mstep: Class 34 contains 19054 members 
Mstep: Class 35 contains 5240 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 270569 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 128130 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 118642 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 139421 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 529 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 27386 members 
Mstep: Class 52 contains 1309 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 931 members 
Mstep: Class 55 contains 219498 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7102 members 
Mstep: Class 60 contains 140282 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90744560.000000 Penalty: 39561.332031
Iteration 230Q: 61 clusters Score -9.074456e+07 nChanged 16114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 93632 members 
Mstep: Class 4 contains 62520 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 70201 members 
Mstep: Class 9 contains 5326 members 
Mstep: Class 10 contains 38409 members 
Mstep: Class 11 contains 19117 members 
Mstep: Class 12 contains 5556 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216272 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 56416 members 
Mstep: Class 19 contains 2636 members 
Mstep: Class 20 contains 92971 members 
Mstep: Class 21 contains 9732 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 18331 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 36078 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 5513 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1202 members 
Mstep: Class 34 contains 19049 members 
Mstep: Class 35 contains 5243 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 264779 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 128170 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 118808 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 139766 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 26746 members 
Mstep: Class 52 contains 1308 members 
Mstep: Class 53 contains 787 members 
Mstep: Class 54 contains 932 members 
Mstep: Class 55 contains 225772 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7102 members 
Mstep: Class 60 contains 141811 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90747064.000000 Penalty: 39561.332031
Iteration 231Q: 61 clusters Score -9.074706e+07 nChanged 17978
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 108626 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 93988 members 
Mstep: Class 4 contains 61178 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5846 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 69610 members 
Mstep: Class 9 contains 4914 members 
Mstep: Class 10 contains 38405 members 
Mstep: Class 11 contains 19335 members 
Mstep: Class 12 contains 5602 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216279 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 56389 members 
Mstep: Class 19 contains 2636 members 
Mstep: Class 20 contains 92930 members 
Mstep: Class 21 contains 9731 members 
Mstep: Class 22 contains 5858 members 
Mstep: Class 23 contains 18354 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 34755 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 5532 members 
Mstep: Class 31 contains 553 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1203 members 
Mstep: Class 34 contains 19054 members 
Mstep: Class 35 contains 5245 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 257319 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 128206 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 118912 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2124 members 
Mstep: Class 44 contains 142075 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 517 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 26128 members 
Mstep: Class 52 contains 1308 members 
Mstep: Class 53 contains 787 members 
Mstep: Class 54 contains 935 members 
Mstep: Class 55 contains 231759 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7101 members 
Mstep: Class 60 contains 143440 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90748648.000000 Penalty: 39561.332031
Iteration 232Q: 61 clusters Score -9.074865e+07 nChanged 19725
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 94286 members 
Mstep: Class 4 contains 59776 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 68985 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 38403 members 
Mstep: Class 11 contains 19536 members 
Mstep: Class 12 contains 5644 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216262 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 56353 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 92934 members 
Mstep: Class 21 contains 9726 members 
Mstep: Class 22 contains 5856 members 
Mstep: Class 23 contains 18366 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 33428 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 2806 members 
Mstep: Class 30 contains 5539 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1205 members 
Mstep: Class 34 contains 19056 members 
Mstep: Class 35 contains 5250 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 248941 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128259 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 119042 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2123 members 
Mstep: Class 44 contains 146168 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 513 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 25511 members 
Mstep: Class 52 contains 1308 members 
Mstep: Class 53 contains 788 members 
Mstep: Class 54 contains 938 members 
Mstep: Class 55 contains 236886 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2328 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7098 members 
Mstep: Class 60 contains 145133 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90750408.000000 Penalty: 39561.332031
Iteration 233Q: 61 clusters Score -9.075041e+07 nChanged 19995
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 111104 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 94545 members 
Mstep: Class 4 contains 58341 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5834 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 68338 members 
Mstep: Class 9 contains 4098 members 
Mstep: Class 10 contains 38402 members 
Mstep: Class 11 contains 19769 members 
Mstep: Class 12 contains 5621 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216258 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 56310 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 92985 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 5854 members 
Mstep: Class 23 contains 18379 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 32091 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 2799 members 
Mstep: Class 30 contains 5537 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1207 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 241023 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128341 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 119155 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2123 members 
Mstep: Class 44 contains 151418 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 509 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 24943 members 
Mstep: Class 52 contains 1307 members 
Mstep: Class 53 contains 789 members 
Mstep: Class 54 contains 940 members 
Mstep: Class 55 contains 240030 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2329 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7095 members 
Mstep: Class 60 contains 147098 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90752616.000000 Penalty: 39561.332031
Iteration 234Q: 61 clusters Score -9.075262e+07 nChanged 19249
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 112466 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 94787 members 
Mstep: Class 4 contains 56897 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5828 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 67640 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 10 contains 38391 members 
Mstep: Class 11 contains 20000 members 
Mstep: Class 12 contains 5605 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216264 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 56280 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 93053 members 
Mstep: Class 21 contains 9702 members 
Mstep: Class 22 contains 5850 members 
Mstep: Class 23 contains 18386 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 30744 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 2790 members 
Mstep: Class 30 contains 5529 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1208 members 
Mstep: Class 34 contains 19042 members 
Mstep: Class 35 contains 5256 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 234563 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 128452 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 119268 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2126 members 
Mstep: Class 44 contains 157355 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 503 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 24314 members 
Mstep: Class 52 contains 1306 members 
Mstep: Class 53 contains 789 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 240823 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2330 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7091 members 
Mstep: Class 60 contains 149313 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90756240.000000 Penalty: 39561.332031
Iteration 235Q: 61 clusters Score -9.075624e+07 nChanged 17943
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 113867 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 95066 members 
Mstep: Class 4 contains 55599 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5817 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 66919 members 
Mstep: Class 9 contains 3285 members 
Mstep: Class 10 contains 38378 members 
Mstep: Class 11 contains 20211 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216264 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 56265 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 93144 members 
Mstep: Class 21 contains 9666 members 
Mstep: Class 22 contains 5851 members 
Mstep: Class 23 contains 18380 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 29357 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2784 members 
Mstep: Class 30 contains 5524 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19045 members 
Mstep: Class 35 contains 5263 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 229941 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128543 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 119381 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 163443 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 497 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 23744 members 
Mstep: Class 52 contains 1306 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 239025 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2329 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7087 members 
Mstep: Class 60 contains 151931 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90759976.000000 Penalty: 39561.332031
Iteration 236Q: 61 clusters Score -9.075998e+07 nChanged 16369
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 115326 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 95281 members 
Mstep: Class 4 contains 54292 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5819 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 66135 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 38371 members 
Mstep: Class 11 contains 20463 members 
Mstep: Class 12 contains 5602 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216264 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 56239 members 
Mstep: Class 19 contains 2645 members 
Mstep: Class 20 contains 93257 members 
Mstep: Class 21 contains 9641 members 
Mstep: Class 22 contains 5856 members 
Mstep: Class 23 contains 18361 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 27983 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2784 members 
Mstep: Class 30 contains 5512 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19051 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 227013 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128640 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 119471 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 169299 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 493 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 23245 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 235644 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2330 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7087 members 
Mstep: Class 60 contains 154583 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90763344.000000 Penalty: 39561.332031
Iteration 237Q: 61 clusters Score -9.076334e+07 nChanged 15131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 116920 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95401 members 
Mstep: Class 4 contains 52869 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 65322 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 38367 members 
Mstep: Class 11 contains 20709 members 
Mstep: Class 12 contains 5609 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216233 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 56220 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 93337 members 
Mstep: Class 21 contains 9607 members 
Mstep: Class 22 contains 5863 members 
Mstep: Class 23 contains 18327 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 26588 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2780 members 
Mstep: Class 30 contains 5504 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19048 members 
Mstep: Class 35 contains 5279 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 225413 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128719 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 119579 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 174611 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 488 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 22817 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 231468 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2331 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7086 members 
Mstep: Class 60 contains 157433 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90767080.000000 Penalty: 39561.332031
Iteration 238Q: 61 clusters Score -9.076708e+07 nChanged 14306
Entering ConstructFrom: 
Score: -90767080.000000 Penalty: 39561.332031
Entering ConstructFrom: 
Trying to split cluster 1 (118791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118791 members 
Entering Unmasked Estep 
Score: -5958505.500000 Penalty: 531.672974
	Iteration 0F: 2 clusters Score -5958506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -5879352.500000 Penalty: 1063.345947
	Iteration 0F: 3 clusters Score -5879352 nChanged 58058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -5914307.000000 Penalty: 1063.345947
	Iteration 1F: 3 clusters Score -5914307 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -5916479.500000 Penalty: 1063.345947
	Iteration 2Q: 3 clusters Score -5916480 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5920633.000000 Penalty: 1063.345947
	Iteration 3F: 3 clusters Score -5920633 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86537 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -5927597.500000 Penalty: 1063.345947
	Iteration 4F: 3 clusters Score -5927598 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -5937116.000000 Penalty: 1063.345947
	Iteration 5F: 3 clusters Score -5937116 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -5945477.000000 Penalty: 1063.345947
	Iteration 6F: 3 clusters Score -5945477 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -5950725.000000 Penalty: 1063.345947
	Iteration 7Q: 3 clusters Score -5950725 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -5953328.500000 Penalty: 1063.345947
	Iteration 8Q: 3 clusters Score -5953328 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113079 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -5954688.500000 Penalty: 1063.345947
	Iteration 9Q: 3 clusters Score -5954688 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5955560.000000 Penalty: 1063.345947
	Iteration 10Q: 3 clusters Score -5955560 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114901 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5956135.500000 Penalty: 1063.345947
	Iteration 11Q: 3 clusters Score -5956136 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115437 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5956534.500000 Penalty: 1063.345947
	Iteration 12Q: 3 clusters Score -5956534 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115871 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -5956827.000000 Penalty: 1063.345947
	Iteration 13Q: 3 clusters Score -5956827 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116206 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5957058.000000 Penalty: 1063.345947
	Iteration 14Q: 3 clusters Score -5957058 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116476 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5957222.500000 Penalty: 1063.345947
	Iteration 15Q: 3 clusters Score -5957222 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5957353.500000 Penalty: 1063.345947
	Iteration 16Q: 3 clusters Score -5957354 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116904 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5957522.000000 Penalty: 1063.345947
	Iteration 17Q: 3 clusters Score -5957522 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117050 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5957614.000000 Penalty: 1063.345947
	Iteration 18Q: 3 clusters Score -5957614 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5957679.000000 Penalty: 1063.345947
	Iteration 19Q: 3 clusters Score -5957679 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117253 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5957733.500000 Penalty: 1063.345947
	Iteration 20F: 3 clusters Score -5957734 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117319 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5957776.500000 Penalty: 1063.345947
	Iteration 21Q: 3 clusters Score -5957776 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5957806.000000 Penalty: 1063.345947
	Iteration 22Q: 3 clusters Score -5957806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117419 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5957823.000000 Penalty: 1063.345947
	Iteration 23Q: 3 clusters Score -5957823 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117453 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5957842.000000 Penalty: 1063.345947
	Iteration 24Q: 3 clusters Score -5957842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117480 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5957862.000000 Penalty: 1063.345947
	Iteration 25Q: 3 clusters Score -5957862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117495 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5957872.500000 Penalty: 1063.345947
	Iteration 26Q: 3 clusters Score -5957872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117505 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5957879.000000 Penalty: 1063.345947
	Iteration 27Q: 3 clusters Score -5957879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117520 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5957883.500000 Penalty: 1063.345947
	Iteration 28Q: 3 clusters Score -5957884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117529 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5957881.500000 Penalty: 1063.345947
	Iteration 29Q: 3 clusters Score -5957882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117541 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5957892.000000 Penalty: 1063.345947
	Iteration 30Q: 3 clusters Score -5957892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117556 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5957893.500000 Penalty: 1063.345947
	Iteration 31Q: 3 clusters Score -5957894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117569 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5957899.000000 Penalty: 1063.345947
	Iteration 32Q: 3 clusters Score -5957899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117583 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5957902.500000 Penalty: 1063.345947
	Iteration 33Q: 3 clusters Score -5957902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117595 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5957915.500000 Penalty: 1063.345947
	Iteration 34Q: 3 clusters Score -5957916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117602 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5957920.000000 Penalty: 1063.345947
	Iteration 35Q: 3 clusters Score -5957920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117611 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5957922.000000 Penalty: 1063.345947
	Iteration 36Q: 3 clusters Score -5957922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117626 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5957934.000000 Penalty: 1063.345947
	Iteration 37Q: 3 clusters Score -5957934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117640 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5957937.500000 Penalty: 1063.345947
	Iteration 38Q: 3 clusters Score -5957938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117648 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5957936.500000 Penalty: 1063.345947
	Iteration 39Q: 3 clusters Score -5957936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117656 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5957936.500000 Penalty: 1063.345947
	Iteration 40F: 3 clusters Score -5957936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117667 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5957943.000000 Penalty: 1063.345947
	Iteration 41Q: 3 clusters Score -5957943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117675 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5957952.000000 Penalty: 1063.345947
	Iteration 42Q: 3 clusters Score -5957952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117675 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5957958.500000 Penalty: 1063.345947
	Iteration 43Q: 3 clusters Score -5957958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5957955.000000 Penalty: 1063.345947
	Iteration 44Q: 3 clusters Score -5957955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117691 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5957958.000000 Penalty: 1063.345947
	Iteration 45Q: 3 clusters Score -5957958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5957966.500000 Penalty: 1063.345947
	Iteration 46Q: 3 clusters Score -5957966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117709 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5957956.500000 Penalty: 1063.345947
	Iteration 47Q: 3 clusters Score -5957956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117714 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5957956.500000 Penalty: 1063.345947
	Iteration 48Q: 3 clusters Score -5957956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117718 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5957954.500000 Penalty: 1063.345947
	Iteration 49Q: 3 clusters Score -5957954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117720 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5957955.000000 Penalty: 1063.345947
	Iteration 50Q: 3 clusters Score -5957955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117723 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5957956.500000 Penalty: 1063.345947
	Iteration 51Q: 3 clusters Score -5957956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117728 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5957962.000000 Penalty: 1063.345947
	Iteration 52Q: 3 clusters Score -5957962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117735 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5957962.500000 Penalty: 1063.345947
	Iteration 53Q: 3 clusters Score -5957962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117742 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5957961.500000 Penalty: 1063.345947
	Iteration 54Q: 3 clusters Score -5957962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117748 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5957968.500000 Penalty: 1063.345947
	Iteration 55Q: 3 clusters Score -5957968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117750 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5957966.000000 Penalty: 1063.345947
	Iteration 56Q: 3 clusters Score -5957966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117754 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5957973.500000 Penalty: 1063.345947
	Iteration 57Q: 3 clusters Score -5957974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117762 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5957978.500000 Penalty: 1063.345947
	Iteration 58Q: 3 clusters Score -5957978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5957978.000000 Penalty: 1063.345947
	Iteration 59Q: 3 clusters Score -5957978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117771 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5957986.500000 Penalty: 1063.345947
	Iteration 60F: 3 clusters Score -5957986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117774 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5957986.000000 Penalty: 1063.345947
	Iteration 61Q: 3 clusters Score -5957986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117777 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5957985.000000 Penalty: 1063.345947
	Iteration 62Q: 3 clusters Score -5957985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117780 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5957984.500000 Penalty: 1063.345947
	Iteration 63Q: 3 clusters Score -5957984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117785 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5957985.500000 Penalty: 1063.345947
	Iteration 64Q: 3 clusters Score -5957986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117787 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5957988.000000 Penalty: 1063.345947
	Iteration 65Q: 3 clusters Score -5957988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117792 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5957996.500000 Penalty: 1063.345947
	Iteration 66Q: 3 clusters Score -5957996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5957999.500000 Penalty: 1063.345947
	Iteration 67Q: 3 clusters Score -5958000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117804 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5957997.500000 Penalty: 1063.345947
	Iteration 68Q: 3 clusters Score -5957998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117813 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5958000.000000 Penalty: 1063.345947
	Iteration 69Q: 3 clusters Score -5958000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117819 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5957997.500000 Penalty: 1063.345947
	Iteration 70Q: 3 clusters Score -5957998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117827 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5957997.000000 Penalty: 1063.345947
	Iteration 71Q: 3 clusters Score -5957997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5958001.500000 Penalty: 1063.345947
	Iteration 72Q: 3 clusters Score -5958002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117836 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5958007.500000 Penalty: 1063.345947
	Iteration 73Q: 3 clusters Score -5958008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117838 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5958010.500000 Penalty: 1063.345947
	Iteration 74Q: 3 clusters Score -5958010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117843 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5958022.000000 Penalty: 1063.345947
	Iteration 75Q: 3 clusters Score -5958022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5958015.000000 Penalty: 1063.345947
	Iteration 76Q: 3 clusters Score -5958015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117856 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5958017.500000 Penalty: 1063.345947
	Iteration 77Q: 3 clusters Score -5958018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117864 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5958019.000000 Penalty: 1063.345947
	Iteration 78Q: 3 clusters Score -5958019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117871 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5958020.500000 Penalty: 1063.345947
	Iteration 79Q: 3 clusters Score -5958020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117884 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5958025.000000 Penalty: 1063.345947
	Iteration 80F: 3 clusters Score -5958025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5958025.500000 Penalty: 1063.345947
	Iteration 81Q: 3 clusters Score -5958026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117900 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5958033.000000 Penalty: 1063.345947
	Iteration 82Q: 3 clusters Score -5958033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117906 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5958028.500000 Penalty: 1063.345947
	Iteration 83Q: 3 clusters Score -5958028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5958029.500000 Penalty: 1063.345947
	Iteration 84Q: 3 clusters Score -5958030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5958029.500000 Penalty: 1063.345947
	Iteration 85Q: 3 clusters Score -5958030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117911 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5958029.000000 Penalty: 1063.345947
	Iteration 86Q: 3 clusters Score -5958029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117915 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5958035.500000 Penalty: 1063.345947
	Iteration 87Q: 3 clusters Score -5958036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117919 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5958047.000000 Penalty: 1063.345947
	Iteration 88Q: 3 clusters Score -5958047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5958049.000000 Penalty: 1063.345947
	Iteration 89Q: 3 clusters Score -5958049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117933 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5958049.500000 Penalty: 1063.345947
	Iteration 90Q: 3 clusters Score -5958050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5958053.500000 Penalty: 1063.345947
	Iteration 91Q: 3 clusters Score -5958054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117932 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5958054.500000 Penalty: 1063.345947
	Iteration 92Q: 3 clusters Score -5958054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5958058.000000 Penalty: 1063.345947
	Iteration 93Q: 3 clusters Score -5958058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117930 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5958061.500000 Penalty: 1063.345947
	Iteration 94Q: 3 clusters Score -5958062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117938 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5958059.500000 Penalty: 1063.345947
	Iteration 95Q: 3 clusters Score -5958060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117940 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5958056.500000 Penalty: 1063.345947
	Iteration 96Q: 3 clusters Score -5958056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117943 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5958056.500000 Penalty: 1063.345947
	Iteration 97Q: 3 clusters Score -5958056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117942 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5958053.000000 Penalty: 1063.345947
	Iteration 98Q: 3 clusters Score -5958053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117940 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5958057.500000 Penalty: 1063.345947
	Iteration 99Q: 3 clusters Score -5958058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117943 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5958055.500000 Penalty: 1063.345947
	Iteration 100F: 3 clusters Score -5958056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117947 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5958054.000000 Penalty: 1063.345947
	Iteration 101Q: 3 clusters Score -5958054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117950 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5958053.500000 Penalty: 1063.345947
	Iteration 102Q: 3 clusters Score -5958054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117953 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5958053.000000 Penalty: 1063.345947
	Iteration 103Q: 3 clusters Score -5958053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117955 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5958051.500000 Penalty: 1063.345947
	Iteration 104Q: 3 clusters Score -5958052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117957 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5958051.000000 Penalty: 1063.345947
	Iteration 105Q: 3 clusters Score -5958051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117958 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5958053.500000 Penalty: 1063.345947
	Iteration 106Q: 3 clusters Score -5958054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117960 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5958048.500000 Penalty: 1063.345947
	Iteration 107Q: 3 clusters Score -5958048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117965 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5958052.000000 Penalty: 1063.345947
	Iteration 108Q: 3 clusters Score -5958052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117968 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5958056.500000 Penalty: 1063.345947
	Iteration 109Q: 3 clusters Score -5958056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117976 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5958064.500000 Penalty: 1063.345947
	Iteration 110Q: 3 clusters Score -5958064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117981 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5958057.000000 Penalty: 1063.345947
	Iteration 111Q: 3 clusters Score -5958057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117981 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5958059.500000 Penalty: 1063.345947
	Iteration 112Q: 3 clusters Score -5958060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117981 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5958060.000000 Penalty: 1063.345947
	Iteration 113Q: 3 clusters Score -5958060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5958058.500000 Penalty: 1063.345947
	Iteration 114Q: 3 clusters Score -5958058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117984 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5958061.000000 Penalty: 1063.345947
	Iteration 115Q: 3 clusters Score -5958061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117986 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5958064.500000 Penalty: 1063.345947
	Iteration 116Q: 3 clusters Score -5958064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117989 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5958063.500000 Penalty: 1063.345947
	Iteration 117Q: 3 clusters Score -5958064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117992 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5958064.500000 Penalty: 1063.345947
	Iteration 118Q: 3 clusters Score -5958064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117991 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5958066.000000 Penalty: 1063.345947
	Iteration 119Q: 3 clusters Score -5958066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117991 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5958066.000000 Penalty: 1063.345947
	Iteration 120F: 3 clusters Score -5958066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Entering Unmasked Estep 
Score: -351128.906250 Penalty: 404.900482
	Iteration 0F: 2 clusters Score -351128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -346231.250000 Penalty: 809.800964
	Iteration 0F: 3 clusters Score -346231.2 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -348339.656250 Penalty: 809.800964
	Iteration 1F: 3 clusters Score -348339.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -348684.656250 Penalty: 809.800964
	Iteration 2F: 3 clusters Score -348684.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -349140.750000 Penalty: 809.800964
	Iteration 3F: 3 clusters Score -349140.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -349641.031250 Penalty: 809.800964
	Iteration 4F: 3 clusters Score -349641 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -350122.593750 Penalty: 809.800964
	Iteration 5F: 3 clusters Score -350122.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -350427.875000 Penalty: 809.800964
	Iteration 6F: 3 clusters Score -350427.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -350557.968750 Penalty: 809.800964
	Iteration 7Q: 3 clusters Score -350558 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -350603.937500 Penalty: 809.800964
	Iteration 8Q: 3 clusters Score -350603.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -350627.375000 Penalty: 809.800964
	Iteration 9Q: 3 clusters Score -350627.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -350642.156250 Penalty: 809.800964
	Iteration 10Q: 3 clusters Score -350642.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -350651.593750 Penalty: 809.800964
	Iteration 11Q: 3 clusters Score -350651.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -350660.406250 Penalty: 809.800964
	Iteration 12Q: 3 clusters Score -350660.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -350670.843750 Penalty: 809.800964
	Iteration 13Q: 3 clusters Score -350670.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -350674.812500 Penalty: 809.800964
	Iteration 14Q: 3 clusters Score -350674.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -350679.968750 Penalty: 809.800964
	Iteration 15Q: 3 clusters Score -350680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -350685.781250 Penalty: 809.800964
	Iteration 16Q: 3 clusters Score -350685.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -350691.281250 Penalty: 809.800964
	Iteration 17Q: 3 clusters Score -350691.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -350696.781250 Penalty: 809.800964
	Iteration 18Q: 3 clusters Score -350696.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -350701.750000 Penalty: 809.800964
	Iteration 19Q: 3 clusters Score -350701.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -350705.843750 Penalty: 809.800964
	Iteration 20F: 3 clusters Score -350705.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -350708.781250 Penalty: 809.800964
	Iteration 21Q: 3 clusters Score -350708.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -350712.687500 Penalty: 809.800964
	Iteration 22Q: 3 clusters Score -350712.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -350716.031250 Penalty: 809.800964
	Iteration 23Q: 3 clusters Score -350716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -350721.062500 Penalty: 809.800964
	Iteration 24Q: 3 clusters Score -350721.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -350723.687500 Penalty: 809.800964
	Iteration 25Q: 3 clusters Score -350723.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -350726.281250 Penalty: 809.800964
	Iteration 26Q: 3 clusters Score -350726.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -350727.093750 Penalty: 809.800964
	Iteration 27Q: 3 clusters Score -350727.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -350728.593750 Penalty: 809.800964
	Iteration 28Q: 3 clusters Score -350728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -350731.250000 Penalty: 809.800964
	Iteration 29Q: 3 clusters Score -350731.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -350732.406250 Penalty: 809.800964
	Iteration 30Q: 3 clusters Score -350732.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -350733.875000 Penalty: 809.800964
	Iteration 31Q: 3 clusters Score -350733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -350735.093750 Penalty: 809.800964
	Iteration 32Q: 3 clusters Score -350735.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -350736.843750 Penalty: 809.800964
	Iteration 33Q: 3 clusters Score -350736.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -350736.562500 Penalty: 809.800964
	Iteration 34Q: 3 clusters Score -350736.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -350736.906250 Penalty: 809.800964
	Iteration 35Q: 3 clusters Score -350736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -350737.312500 Penalty: 809.800964
	Iteration 36Q: 3 clusters Score -350737.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -350737.531250 Penalty: 809.800964
	Iteration 37Q: 3 clusters Score -350737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -350738.187500 Penalty: 809.800964
	Iteration 38Q: 3 clusters Score -350738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -350737.718750 Penalty: 809.800964
	Iteration 39Q: 3 clusters Score -350737.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -350738.906250 Penalty: 809.800964
	Iteration 40F: 3 clusters Score -350738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -350739.843750 Penalty: 809.800964
	Iteration 41Q: 3 clusters Score -350739.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -350740.312500 Penalty: 809.800964
	Iteration 42Q: 3 clusters Score -350740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -350739.718750 Penalty: 809.800964
	Iteration 43Q: 3 clusters Score -350739.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -350741.000000 Penalty: 809.800964
	Iteration 44Q: 3 clusters Score -350741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -350740.656250 Penalty: 809.800964
	Iteration 45Q: 3 clusters Score -350740.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -350740.625000 Penalty: 809.800964
	Iteration 46Q: 3 clusters Score -350740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -350741.281250 Penalty: 809.800964
	Iteration 47Q: 3 clusters Score -350741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -350740.875000 Penalty: 809.800964
	Iteration 48Q: 3 clusters Score -350740.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -350741.625000 Penalty: 809.800964
	Iteration 49Q: 3 clusters Score -350741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -350741.593750 Penalty: 809.800964
	Iteration 50Q: 3 clusters Score -350741.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -350741.906250 Penalty: 809.800964
	Iteration 51Q: 3 clusters Score -350741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -350743.562500 Penalty: 809.800964
	Iteration 52Q: 3 clusters Score -350743.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -350742.906250 Penalty: 809.800964
	Iteration 53Q: 3 clusters Score -350742.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -350743.812500 Penalty: 809.800964
	Iteration 54Q: 3 clusters Score -350743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -350744.312500 Penalty: 809.800964
	Iteration 55Q: 3 clusters Score -350744.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -350746.843750 Penalty: 809.800964
	Iteration 56Q: 3 clusters Score -350746.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -350746.687500 Penalty: 809.800964
	Iteration 57Q: 3 clusters Score -350746.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -350748.125000 Penalty: 809.800964
	Iteration 58Q: 3 clusters Score -350748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -350749.625000 Penalty: 809.800964
	Iteration 59Q: 3 clusters Score -350749.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -350749.187500 Penalty: 809.800964
	Iteration 60F: 3 clusters Score -350749.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -350751.781250 Penalty: 809.800964
	Iteration 61Q: 3 clusters Score -350751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -350752.437500 Penalty: 809.800964
	Iteration 62Q: 3 clusters Score -350752.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -350753.843750 Penalty: 809.800964
	Iteration 63Q: 3 clusters Score -350753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -350753.437500 Penalty: 809.800964
	Iteration 64Q: 3 clusters Score -350753.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -350755.125000 Penalty: 809.800964
	Iteration 65Q: 3 clusters Score -350755.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -350756.343750 Penalty: 809.800964
	Iteration 66Q: 3 clusters Score -350756.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -350757.062500 Penalty: 809.800964
	Iteration 67Q: 3 clusters Score -350757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -350756.968750 Penalty: 809.800964
	Iteration 68Q: 3 clusters Score -350757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -350756.968750 Penalty: 809.800964
	Iteration 69F: 3 clusters Score -350757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (95380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Entering Unmasked Estep 
Score: -4774717.500000 Penalty: 521.685913
	Iteration 0F: 2 clusters Score -4774718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -4710244.500000 Penalty: 1043.371826
	Iteration 0F: 3 clusters Score -4710244 nChanged 46739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -4742350.500000 Penalty: 1043.371826
	Iteration 1F: 3 clusters Score -4742350 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -4746883.000000 Penalty: 1043.371826
	Iteration 2F: 3 clusters Score -4746883 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -4753360.500000 Penalty: 1043.371826
	Iteration 3F: 3 clusters Score -4753360 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -4758814.000000 Penalty: 1043.371826
	Iteration 4F: 3 clusters Score -4758814 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -4761514.500000 Penalty: 1043.371826
	Iteration 5F: 3 clusters Score -4761514 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -4762504.000000 Penalty: 1043.371826
	Iteration 6Q: 3 clusters Score -4762504 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -4763032.500000 Penalty: 1043.371826
	Iteration 7Q: 3 clusters Score -4763032 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -4763455.000000 Penalty: 1043.371826
	Iteration 8Q: 3 clusters Score -4763455 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -4763813.000000 Penalty: 1043.371826
	Iteration 9Q: 3 clusters Score -4763813 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -4764204.000000 Penalty: 1043.371826
	Iteration 10Q: 3 clusters Score -4764204 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -4764549.000000 Penalty: 1043.371826
	Iteration 11Q: 3 clusters Score -4764549 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -4764977.500000 Penalty: 1043.371826
	Iteration 12Q: 3 clusters Score -4764978 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -4765340.000000 Penalty: 1043.371826
	Iteration 13Q: 3 clusters Score -4765340 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -4765672.000000 Penalty: 1043.371826
	Iteration 14Q: 3 clusters Score -4765672 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -4765960.000000 Penalty: 1043.371826
	Iteration 15Q: 3 clusters Score -4765960 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -4766261.000000 Penalty: 1043.371826
	Iteration 16Q: 3 clusters Score -4766261 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -4766544.000000 Penalty: 1043.371826
	Iteration 17Q: 3 clusters Score -4766544 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -4766814.500000 Penalty: 1043.371826
	Iteration 18Q: 3 clusters Score -4766814 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -4767108.000000 Penalty: 1043.371826
	Iteration 19Q: 3 clusters Score -4767108 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -4767446.500000 Penalty: 1043.371826
	Iteration 20F: 3 clusters Score -4767446 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -4767777.000000 Penalty: 1043.371826
	Iteration 21Q: 3 clusters Score -4767777 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -4768131.500000 Penalty: 1043.371826
	Iteration 22Q: 3 clusters Score -4768132 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -4768391.000000 Penalty: 1043.371826
	Iteration 23Q: 3 clusters Score -4768391 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -4768618.000000 Penalty: 1043.371826
	Iteration 24Q: 3 clusters Score -4768618 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -4768851.000000 Penalty: 1043.371826
	Iteration 25Q: 3 clusters Score -4768851 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -4769088.000000 Penalty: 1043.371826
	Iteration 26Q: 3 clusters Score -4769088 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -4769239.000000 Penalty: 1043.371826
	Iteration 27Q: 3 clusters Score -4769239 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -4769354.500000 Penalty: 1043.371826
	Iteration 28Q: 3 clusters Score -4769354 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -4769441.000000 Penalty: 1043.371826
	Iteration 29Q: 3 clusters Score -4769441 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -4769502.500000 Penalty: 1043.371826
	Iteration 30Q: 3 clusters Score -4769502 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -4769555.000000 Penalty: 1043.371826
	Iteration 31Q: 3 clusters Score -4769555 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -4769628.500000 Penalty: 1043.371826
	Iteration 32Q: 3 clusters Score -4769628 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -4769648.500000 Penalty: 1043.371826
	Iteration 33Q: 3 clusters Score -4769648 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -4769680.000000 Penalty: 1043.371826
	Iteration 34Q: 3 clusters Score -4769680 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -4769706.000000 Penalty: 1043.371826
	Iteration 35Q: 3 clusters Score -4769706 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -4769725.000000 Penalty: 1043.371826
	Iteration 36Q: 3 clusters Score -4769725 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -4769761.000000 Penalty: 1043.371826
	Iteration 37Q: 3 clusters Score -4769761 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -4769792.000000 Penalty: 1043.371826
	Iteration 38Q: 3 clusters Score -4769792 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -4769821.000000 Penalty: 1043.371826
	Iteration 39Q: 3 clusters Score -4769821 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -4769827.500000 Penalty: 1043.371826
	Iteration 40F: 3 clusters Score -4769828 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -4769833.500000 Penalty: 1043.371826
	Iteration 41Q: 3 clusters Score -4769834 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -4769842.000000 Penalty: 1043.371826
	Iteration 42Q: 3 clusters Score -4769842 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -4769851.000000 Penalty: 1043.371826
	Iteration 43Q: 3 clusters Score -4769851 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -4769862.000000 Penalty: 1043.371826
	Iteration 44Q: 3 clusters Score -4769862 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -4769871.500000 Penalty: 1043.371826
	Iteration 45Q: 3 clusters Score -4769872 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -4769888.000000 Penalty: 1043.371826
	Iteration 46Q: 3 clusters Score -4769888 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -4769908.000000 Penalty: 1043.371826
	Iteration 47Q: 3 clusters Score -4769908 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -4769926.000000 Penalty: 1043.371826
	Iteration 48Q: 3 clusters Score -4769926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -4769934.500000 Penalty: 1043.371826
	Iteration 49Q: 3 clusters Score -4769934 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -4769946.000000 Penalty: 1043.371826
	Iteration 50Q: 3 clusters Score -4769946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -4769952.000000 Penalty: 1043.371826
	Iteration 51Q: 3 clusters Score -4769952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 66268 members 
Entering Unmasked Estep 
Score: -4769954.500000 Penalty: 1043.371826
	Iteration 52Q: 3 clusters Score -4769954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -4769959.500000 Penalty: 1043.371826
	Iteration 53Q: 3 clusters Score -4769960 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -4769965.500000 Penalty: 1043.371826
	Iteration 54Q: 3 clusters Score -4769966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -4769974.500000 Penalty: 1043.371826
	Iteration 55Q: 3 clusters Score -4769974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -4769977.500000 Penalty: 1043.371826
	Iteration 56Q: 3 clusters Score -4769978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -4769981.000000 Penalty: 1043.371826
	Iteration 57Q: 3 clusters Score -4769981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -4769981.500000 Penalty: 1043.371826
	Iteration 58Q: 3 clusters Score -4769982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -4769977.500000 Penalty: 1043.371826
	Iteration 59Q: 3 clusters Score -4769978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -4769974.500000 Penalty: 1043.371826
	Iteration 60F: 3 clusters Score -4769974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -4769970.500000 Penalty: 1043.371826
	Iteration 61Q: 3 clusters Score -4769970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -4769963.500000 Penalty: 1043.371826
	Iteration 62Q: 3 clusters Score -4769964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -4769975.000000 Penalty: 1043.371826
	Iteration 63Q: 3 clusters Score -4769975 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -4769988.500000 Penalty: 1043.371826
	Iteration 64Q: 3 clusters Score -4769988 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -4769994.500000 Penalty: 1043.371826
	Iteration 65Q: 3 clusters Score -4769994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -4770004.500000 Penalty: 1043.371826
	Iteration 66Q: 3 clusters Score -4770004 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -4770013.000000 Penalty: 1043.371826
	Iteration 67Q: 3 clusters Score -4770013 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -4770022.000000 Penalty: 1043.371826
	Iteration 68Q: 3 clusters Score -4770022 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -4770034.500000 Penalty: 1043.371826
	Iteration 69Q: 3 clusters Score -4770034 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -4770042.000000 Penalty: 1043.371826
	Iteration 70Q: 3 clusters Score -4770042 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -4770060.000000 Penalty: 1043.371826
	Iteration 71Q: 3 clusters Score -4770060 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -4770097.000000 Penalty: 1043.371826
	Iteration 72Q: 3 clusters Score -4770097 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -4770109.000000 Penalty: 1043.371826
	Iteration 73Q: 3 clusters Score -4770109 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -4770110.500000 Penalty: 1043.371826
	Iteration 74Q: 3 clusters Score -4770110 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -4770116.500000 Penalty: 1043.371826
	Iteration 75Q: 3 clusters Score -4770116 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -4770118.500000 Penalty: 1043.371826
	Iteration 76Q: 3 clusters Score -4770118 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -4770140.000000 Penalty: 1043.371826
	Iteration 77Q: 3 clusters Score -4770140 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -4770140.500000 Penalty: 1043.371826
	Iteration 78Q: 3 clusters Score -4770140 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -4770147.500000 Penalty: 1043.371826
	Iteration 79Q: 3 clusters Score -4770148 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -4770155.000000 Penalty: 1043.371826
	Iteration 80F: 3 clusters Score -4770155 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -4770166.500000 Penalty: 1043.371826
	Iteration 81Q: 3 clusters Score -4770166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -4770183.500000 Penalty: 1043.371826
	Iteration 82Q: 3 clusters Score -4770184 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -4770184.500000 Penalty: 1043.371826
	Iteration 83Q: 3 clusters Score -4770184 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -4770202.000000 Penalty: 1043.371826
	Iteration 84Q: 3 clusters Score -4770202 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -4770204.500000 Penalty: 1043.371826
	Iteration 85Q: 3 clusters Score -4770204 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 70842 members 
Entering Unmasked Estep 
Score: -4770212.000000 Penalty: 1043.371826
	Iteration 86Q: 3 clusters Score -4770212 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 70979 members 
Entering Unmasked Estep 
Score: -4770235.000000 Penalty: 1043.371826
	Iteration 87Q: 3 clusters Score -4770235 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -4770231.000000 Penalty: 1043.371826
	Iteration 88Q: 3 clusters Score -4770231 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 71250 members 
Entering Unmasked Estep 
Score: -4770236.000000 Penalty: 1043.371826
	Iteration 89Q: 3 clusters Score -4770236 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -4770251.000000 Penalty: 1043.371826
	Iteration 90Q: 3 clusters Score -4770251 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -4770270.000000 Penalty: 1043.371826
	Iteration 91Q: 3 clusters Score -4770270 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 71635 members 
Entering Unmasked Estep 
Score: -4770287.500000 Penalty: 1043.371826
	Iteration 92Q: 3 clusters Score -4770288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -4770280.000000 Penalty: 1043.371826
	Iteration 93Q: 3 clusters Score -4770280 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -4770290.000000 Penalty: 1043.371826
	Iteration 94Q: 3 clusters Score -4770290 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -4770291.000000 Penalty: 1043.371826
	Iteration 95Q: 3 clusters Score -4770291 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -4770304.000000 Penalty: 1043.371826
	Iteration 96Q: 3 clusters Score -4770304 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -4770323.000000 Penalty: 1043.371826
	Iteration 97Q: 3 clusters Score -4770323 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -4770320.000000 Penalty: 1043.371826
	Iteration 98Q: 3 clusters Score -4770320 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -4770318.500000 Penalty: 1043.371826
	Iteration 99Q: 3 clusters Score -4770318 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -4770328.500000 Penalty: 1043.371826
	Iteration 100F: 3 clusters Score -4770328 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -4770333.000000 Penalty: 1043.371826
	Iteration 101Q: 3 clusters Score -4770333 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -4770334.500000 Penalty: 1043.371826
	Iteration 102Q: 3 clusters Score -4770334 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 73036 members 
Entering Unmasked Estep 
Score: -4770336.500000 Penalty: 1043.371826
	Iteration 103Q: 3 clusters Score -4770336 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -4770339.500000 Penalty: 1043.371826
	Iteration 104Q: 3 clusters Score -4770340 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -4770357.000000 Penalty: 1043.371826
	Iteration 105Q: 3 clusters Score -4770357 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -4770367.500000 Penalty: 1043.371826
	Iteration 106Q: 3 clusters Score -4770368 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -4770391.500000 Penalty: 1043.371826
	Iteration 107Q: 3 clusters Score -4770392 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -4770411.500000 Penalty: 1043.371826
	Iteration 108Q: 3 clusters Score -4770412 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -4770437.000000 Penalty: 1043.371826
	Iteration 109Q: 3 clusters Score -4770437 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -4770426.500000 Penalty: 1043.371826
	Iteration 110Q: 3 clusters Score -4770426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -4770445.000000 Penalty: 1043.371826
	Iteration 111Q: 3 clusters Score -4770445 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -4770459.000000 Penalty: 1043.371826
	Iteration 112Q: 3 clusters Score -4770459 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -4770478.500000 Penalty: 1043.371826
	Iteration 113Q: 3 clusters Score -4770478 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -4770487.500000 Penalty: 1043.371826
	Iteration 114Q: 3 clusters Score -4770488 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -4770499.000000 Penalty: 1043.371826
	Iteration 115Q: 3 clusters Score -4770499 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -4770495.000000 Penalty: 1043.371826
	Iteration 116Q: 3 clusters Score -4770495 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -4770500.500000 Penalty: 1043.371826
	Iteration 117Q: 3 clusters Score -4770500 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -4770532.500000 Penalty: 1043.371826
	Iteration 118Q: 3 clusters Score -4770532 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -4770544.500000 Penalty: 1043.371826
	Iteration 119Q: 3 clusters Score -4770544 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
Score: -4770549.000000 Penalty: 1043.371826
	Iteration 120F: 3 clusters Score -4770549 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -4770564.000000 Penalty: 1043.371826
	Iteration 121Q: 3 clusters Score -4770564 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 76860 members 
Entering Unmasked Estep 
Score: -4770599.500000 Penalty: 1043.371826
	Iteration 122Q: 3 clusters Score -4770600 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -4770610.000000 Penalty: 1043.371826
	Iteration 123Q: 3 clusters Score -4770610 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -4770637.500000 Penalty: 1043.371826
	Iteration 124Q: 3 clusters Score -4770638 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -4770638.500000 Penalty: 1043.371826
	Iteration 125Q: 3 clusters Score -4770638 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -4770655.500000 Penalty: 1043.371826
	Iteration 126Q: 3 clusters Score -4770656 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -4770690.000000 Penalty: 1043.371826
	Iteration 127Q: 3 clusters Score -4770690 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -4770713.500000 Penalty: 1043.371826
	Iteration 128Q: 3 clusters Score -4770714 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 78735 members 
Entering Unmasked Estep 
Score: -4770750.000000 Penalty: 1043.371826
	Iteration 129Q: 3 clusters Score -4770750 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 79049 members 
Entering Unmasked Estep 
Score: -4770768.500000 Penalty: 1043.371826
	Iteration 130Q: 3 clusters Score -4770768 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -4770782.000000 Penalty: 1043.371826
	Iteration 131Q: 3 clusters Score -4770782 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -4770820.500000 Penalty: 1043.371826
	Iteration 132Q: 3 clusters Score -4770820 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
Score: -4770853.000000 Penalty: 1043.371826
	Iteration 133Q: 3 clusters Score -4770853 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -4770884.500000 Penalty: 1043.371826
	Iteration 134Q: 3 clusters Score -4770884 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -4770938.500000 Penalty: 1043.371826
	Iteration 135Q: 3 clusters Score -4770938 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -4770967.500000 Penalty: 1043.371826
	Iteration 136Q: 3 clusters Score -4770968 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -4771036.500000 Penalty: 1043.371826
	Iteration 137Q: 3 clusters Score -4771036 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -4771082.000000 Penalty: 1043.371826
	Iteration 138Q: 3 clusters Score -4771082 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -4771139.000000 Penalty: 1043.371826
	Iteration 139Q: 3 clusters Score -4771139 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -4771215.500000 Penalty: 1043.371826
	Iteration 140F: 3 clusters Score -4771216 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -4771312.000000 Penalty: 1043.371826
	Iteration 141Q: 3 clusters Score -4771312 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -4771380.500000 Penalty: 1043.371826
	Iteration 142Q: 3 clusters Score -4771380 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -4771502.000000 Penalty: 1043.371826
	Iteration 143Q: 3 clusters Score -4771502 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -4771593.000000 Penalty: 1043.371826
	Iteration 144Q: 3 clusters Score -4771593 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -4771695.500000 Penalty: 1043.371826
	Iteration 145Q: 3 clusters Score -4771696 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -4771833.500000 Penalty: 1043.371826
	Iteration 146Q: 3 clusters Score -4771834 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -4771945.000000 Penalty: 1043.371826
	Iteration 147Q: 3 clusters Score -4771945 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -4772082.000000 Penalty: 1043.371826
	Iteration 148Q: 3 clusters Score -4772082 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -4772172.500000 Penalty: 1043.371826
	Iteration 149Q: 3 clusters Score -4772172 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -4772277.500000 Penalty: 1043.371826
	Iteration 150Q: 3 clusters Score -4772278 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -4772432.500000 Penalty: 1043.371826
	Iteration 151Q: 3 clusters Score -4772432 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -4772543.000000 Penalty: 1043.371826
	Iteration 152Q: 3 clusters Score -4772543 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -4772704.000000 Penalty: 1043.371826
	Iteration 153Q: 3 clusters Score -4772704 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -4772874.500000 Penalty: 1043.371826
	Iteration 154Q: 3 clusters Score -4772874 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -4773024.000000 Penalty: 1043.371826
	Iteration 155Q: 3 clusters Score -4773024 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -4773151.000000 Penalty: 1043.371826
	Iteration 156Q: 3 clusters Score -4773151 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -4773289.000000 Penalty: 1043.371826
	Iteration 157Q: 3 clusters Score -4773289 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -4773418.500000 Penalty: 1043.371826
	Iteration 158Q: 3 clusters Score -4773418 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -4773531.000000 Penalty: 1043.371826
	Iteration 159Q: 3 clusters Score -4773531 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -4773655.000000 Penalty: 1043.371826
	Iteration 160F: 3 clusters Score -4773655 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 93725 members 
Entering Unmasked Estep 
Score: -4773745.500000 Penalty: 1043.371826
	Iteration 161Q: 3 clusters Score -4773746 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 93978 members 
Entering Unmasked Estep 
Score: -4773819.500000 Penalty: 1043.371826
	Iteration 162Q: 3 clusters Score -4773820 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -4773904.000000 Penalty: 1043.371826
	Iteration 163Q: 3 clusters Score -4773904 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 94376 members 
Entering Unmasked Estep 
Score: -4773969.000000 Penalty: 1043.371826
	Iteration 164Q: 3 clusters Score -4773969 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -4774016.000000 Penalty: 1043.371826
	Iteration 165Q: 3 clusters Score -4774016 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -4774050.500000 Penalty: 1043.371826
	Iteration 166Q: 3 clusters Score -4774050 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 94734 members 
Entering Unmasked Estep 
Score: -4774096.500000 Penalty: 1043.371826
	Iteration 167Q: 3 clusters Score -4774096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 94828 members 
Entering Unmasked Estep 
Score: -4774129.000000 Penalty: 1043.371826
	Iteration 168Q: 3 clusters Score -4774129 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -4774161.500000 Penalty: 1043.371826
	Iteration 169Q: 3 clusters Score -4774162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 94964 members 
Entering Unmasked Estep 
Score: -4774185.500000 Penalty: 1043.371826
	Iteration 170Q: 3 clusters Score -4774186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -4774208.500000 Penalty: 1043.371826
	Iteration 171Q: 3 clusters Score -4774208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -4774210.000000 Penalty: 1043.371826
	Iteration 172Q: 3 clusters Score -4774210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 95045 members 
Entering Unmasked Estep 
Score: -4774215.000000 Penalty: 1043.371826
	Iteration 173Q: 3 clusters Score -4774215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 95056 members 
Entering Unmasked Estep 
Score: -4774222.000000 Penalty: 1043.371826
	Iteration 174Q: 3 clusters Score -4774222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 95064 members 
Entering Unmasked Estep 
Score: -4774231.000000 Penalty: 1043.371826
	Iteration 175Q: 3 clusters Score -4774231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 95075 members 
Entering Unmasked Estep 
Score: -4774235.000000 Penalty: 1043.371826
	Iteration 176Q: 3 clusters Score -4774235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -4774243.500000 Penalty: 1043.371826
	Iteration 177Q: 3 clusters Score -4774244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -4774250.000000 Penalty: 1043.371826
	Iteration 178Q: 3 clusters Score -4774250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -4774257.000000 Penalty: 1043.371826
	Iteration 179Q: 3 clusters Score -4774257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -4774258.500000 Penalty: 1043.371826
	Iteration 180F: 3 clusters Score -4774258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -4774257.500000 Penalty: 1043.371826
	Iteration 181Q: 3 clusters Score -4774258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 95121 members 
Entering Unmasked Estep 
Score: -4774262.000000 Penalty: 1043.371826
	Iteration 182Q: 3 clusters Score -4774262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -4774264.000000 Penalty: 1043.371826
	Iteration 183Q: 3 clusters Score -4774264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -4774264.000000 Penalty: 1043.371826
	Iteration 184Q: 3 clusters Score -4774264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -4774266.000000 Penalty: 1043.371826
	Iteration 185Q: 3 clusters Score -4774266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -4774265.000000 Penalty: 1043.371826
	Iteration 186Q: 3 clusters Score -4774265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -4774268.000000 Penalty: 1043.371826
	Iteration 187Q: 3 clusters Score -4774268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -4774268.000000 Penalty: 1043.371826
	Iteration 188Q: 3 clusters Score -4774268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -4774272.000000 Penalty: 1043.371826
	Iteration 189Q: 3 clusters Score -4774272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -4774272.500000 Penalty: 1043.371826
	Iteration 190Q: 3 clusters Score -4774272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -4774272.500000 Penalty: 1043.371826
	Iteration 191F: 3 clusters Score -4774272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Entering Unmasked Estep 
Score: -2546136.750000 Penalty: 493.477539
	Iteration 0F: 2 clusters Score -2546137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -2511730.000000 Penalty: 986.955078
	Iteration 0F: 3 clusters Score -2511730 nChanged 25010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2525953.250000 Penalty: 986.955078
	Iteration 1F: 3 clusters Score -2525953 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -2526260.750000 Penalty: 986.955078
	Iteration 2Q: 3 clusters Score -2526261 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -2526685.000000 Penalty: 986.955078
	Iteration 3Q: 3 clusters Score -2526685 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -2527301.250000 Penalty: 986.955078
	Iteration 4Q: 3 clusters Score -2527301 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -2528324.500000 Penalty: 986.955078
	Iteration 5Q: 3 clusters Score -2528324 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -2529982.500000 Penalty: 986.955078
	Iteration 6F: 3 clusters Score -2529982 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -2532465.500000 Penalty: 986.955078
	Iteration 7F: 3 clusters Score -2532466 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -2535476.250000 Penalty: 986.955078
	Iteration 8F: 3 clusters Score -2535476 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -2537462.750000 Penalty: 986.955078
	Iteration 9F: 3 clusters Score -2537463 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -2538339.250000 Penalty: 986.955078
	Iteration 10Q: 3 clusters Score -2538339 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -2539056.750000 Penalty: 986.955078
	Iteration 11Q: 3 clusters Score -2539057 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -2539921.750000 Penalty: 986.955078
	Iteration 12Q: 3 clusters Score -2539922 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -2541045.250000 Penalty: 986.955078
	Iteration 13Q: 3 clusters Score -2541045 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -2542306.500000 Penalty: 986.955078
	Iteration 14Q: 3 clusters Score -2542306 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -2543482.750000 Penalty: 986.955078
	Iteration 15Q: 3 clusters Score -2543483 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -2544447.500000 Penalty: 986.955078
	Iteration 16Q: 3 clusters Score -2544448 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -2545059.250000 Penalty: 986.955078
	Iteration 17Q: 3 clusters Score -2545059 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -2545376.000000 Penalty: 986.955078
	Iteration 18Q: 3 clusters Score -2545376 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -2545518.000000 Penalty: 986.955078
	Iteration 19Q: 3 clusters Score -2545518 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -2545633.750000 Penalty: 986.955078
	Iteration 20F: 3 clusters Score -2545634 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -2545675.250000 Penalty: 986.955078
	Iteration 21Q: 3 clusters Score -2545675 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -2545697.250000 Penalty: 986.955078
	Iteration 22Q: 3 clusters Score -2545697 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -2545711.250000 Penalty: 986.955078
	Iteration 23Q: 3 clusters Score -2545711 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -2545708.250000 Penalty: 986.955078
	Iteration 24Q: 3 clusters Score -2545708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -2545700.500000 Penalty: 986.955078
	Iteration 25Q: 3 clusters Score -2545700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -2545697.250000 Penalty: 986.955078
	Iteration 26Q: 3 clusters Score -2545697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -2545699.750000 Penalty: 986.955078
	Iteration 27Q: 3 clusters Score -2545700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -2545697.250000 Penalty: 986.955078
	Iteration 28Q: 3 clusters Score -2545697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -2545708.000000 Penalty: 986.955078
	Iteration 29Q: 3 clusters Score -2545708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -2545711.750000 Penalty: 986.955078
	Iteration 30Q: 3 clusters Score -2545712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -2545709.000000 Penalty: 986.955078
	Iteration 31Q: 3 clusters Score -2545709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -2545708.250000 Penalty: 986.955078
	Iteration 32Q: 3 clusters Score -2545708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -2545708.000000 Penalty: 986.955078
	Iteration 33Q: 3 clusters Score -2545708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -2545711.250000 Penalty: 986.955078
	Iteration 34Q: 3 clusters Score -2545711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -2545711.250000 Penalty: 986.955078
	Iteration 35Q: 3 clusters Score -2545711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -2545711.750000 Penalty: 986.955078
	Iteration 36Q: 3 clusters Score -2545712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -2545710.500000 Penalty: 986.955078
	Iteration 37Q: 3 clusters Score -2545710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -2545710.500000 Penalty: 986.955078
	Iteration 38F: 3 clusters Score -2545710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -59750.187500 Penalty: 325.994781
	Iteration 0F: 2 clusters Score -59750.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -58756.031250 Penalty: 651.989563
	Iteration 0F: 3 clusters Score -58756.03 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -59078.441406 Penalty: 651.989563
	Iteration 1F: 3 clusters Score -59078.44 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -59152.535156 Penalty: 651.989563
	Iteration 2F: 3 clusters Score -59152.54 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -59217.363281 Penalty: 651.989563
	Iteration 3F: 3 clusters Score -59217.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -59270.179688 Penalty: 651.989563
	Iteration 4F: 3 clusters Score -59270.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -59317.417969 Penalty: 651.989563
	Iteration 5Q: 3 clusters Score -59317.42 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -59364.832031 Penalty: 651.989563
	Iteration 6Q: 3 clusters Score -59364.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -59399.929688 Penalty: 651.989563
	Iteration 7Q: 3 clusters Score -59399.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -59417.050781 Penalty: 651.989563
	Iteration 8Q: 3 clusters Score -59417.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -59437.257812 Penalty: 651.989563
	Iteration 9Q: 3 clusters Score -59437.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -59453.015625 Penalty: 651.989563
	Iteration 10Q: 3 clusters Score -59453.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -59466.914062 Penalty: 651.989563
	Iteration 11Q: 3 clusters Score -59466.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -59478.250000 Penalty: 651.989563
	Iteration 12Q: 3 clusters Score -59478.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -59490.511719 Penalty: 651.989563
	Iteration 13Q: 3 clusters Score -59490.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -59498.960938 Penalty: 651.989563
	Iteration 14Q: 3 clusters Score -59498.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -59502.003906 Penalty: 651.989563
	Iteration 15Q: 3 clusters Score -59502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -59505.738281 Penalty: 651.989563
	Iteration 16Q: 3 clusters Score -59505.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -59511.464844 Penalty: 651.989563
	Iteration 17Q: 3 clusters Score -59511.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -59511.992188 Penalty: 651.989563
	Iteration 18Q: 3 clusters Score -59511.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -59512.539062 Penalty: 651.989563
	Iteration 19Q: 3 clusters Score -59512.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -59514.320312 Penalty: 651.989563
	Iteration 20F: 3 clusters Score -59514.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -59516.378906 Penalty: 651.989563
	Iteration 21Q: 3 clusters Score -59516.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -59517.230469 Penalty: 651.989563
	Iteration 22Q: 3 clusters Score -59517.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -59517.531250 Penalty: 651.989563
	Iteration 23Q: 3 clusters Score -59517.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -59518.351562 Penalty: 651.989563
	Iteration 24Q: 3 clusters Score -59518.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -59518.750000 Penalty: 651.989563
	Iteration 25Q: 3 clusters Score -59518.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -59519.171875 Penalty: 651.989563
	Iteration 26Q: 3 clusters Score -59519.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -59519.171875 Penalty: 651.989563
	Iteration 27F: 3 clusters Score -59519.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Entering Unmasked Estep 
Score: -295786.125000 Penalty: 394.340302
	Iteration 0F: 2 clusters Score -295786.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -291915.812500 Penalty: 788.680603
	Iteration 0F: 3 clusters Score -291915.8 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -293312.375000 Penalty: 788.680603
	Iteration 1F: 3 clusters Score -293312.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -293458.375000 Penalty: 788.680603
	Iteration 2F: 3 clusters Score -293458.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -293650.718750 Penalty: 788.680603
	Iteration 3F: 3 clusters Score -293650.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -293904.750000 Penalty: 788.680603
	Iteration 4F: 3 clusters Score -293904.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -294216.093750 Penalty: 788.680603
	Iteration 5F: 3 clusters Score -294216.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -294539.500000 Penalty: 788.680603
	Iteration 6F: 3 clusters Score -294539.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -294787.187500 Penalty: 788.680603
	Iteration 7Q: 3 clusters Score -294787.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -294933.562500 Penalty: 788.680603
	Iteration 8Q: 3 clusters Score -294933.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -295036.781250 Penalty: 788.680603
	Iteration 9Q: 3 clusters Score -295036.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -295105.156250 Penalty: 788.680603
	Iteration 10Q: 3 clusters Score -295105.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -295149.218750 Penalty: 788.680603
	Iteration 11Q: 3 clusters Score -295149.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -295189.843750 Penalty: 788.680603
	Iteration 12Q: 3 clusters Score -295189.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -295227.593750 Penalty: 788.680603
	Iteration 13Q: 3 clusters Score -295227.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -295261.312500 Penalty: 788.680603
	Iteration 14Q: 3 clusters Score -295261.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -295294.281250 Penalty: 788.680603
	Iteration 15Q: 3 clusters Score -295294.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -295321.343750 Penalty: 788.680603
	Iteration 16Q: 3 clusters Score -295321.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -295338.843750 Penalty: 788.680603
	Iteration 17Q: 3 clusters Score -295338.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -295358.656250 Penalty: 788.680603
	Iteration 18Q: 3 clusters Score -295358.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -295371.093750 Penalty: 788.680603
	Iteration 19Q: 3 clusters Score -295371.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -295379.718750 Penalty: 788.680603
	Iteration 20F: 3 clusters Score -295379.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -295393.812500 Penalty: 788.680603
	Iteration 21Q: 3 clusters Score -295393.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -295402.562500 Penalty: 788.680603
	Iteration 22Q: 3 clusters Score -295402.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -295409.906250 Penalty: 788.680603
	Iteration 23Q: 3 clusters Score -295409.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -295415.875000 Penalty: 788.680603
	Iteration 24Q: 3 clusters Score -295415.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -295419.906250 Penalty: 788.680603
	Iteration 25Q: 3 clusters Score -295419.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -295424.500000 Penalty: 788.680603
	Iteration 26Q: 3 clusters Score -295424.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -295429.937500 Penalty: 788.680603
	Iteration 27Q: 3 clusters Score -295429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -295435.343750 Penalty: 788.680603
	Iteration 28Q: 3 clusters Score -295435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -295443.062500 Penalty: 788.680603
	Iteration 29Q: 3 clusters Score -295443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -295448.093750 Penalty: 788.680603
	Iteration 30Q: 3 clusters Score -295448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -295449.375000 Penalty: 788.680603
	Iteration 31Q: 3 clusters Score -295449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -295450.031250 Penalty: 788.680603
	Iteration 32Q: 3 clusters Score -295450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -295450.375000 Penalty: 788.680603
	Iteration 33Q: 3 clusters Score -295450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -295451.062500 Penalty: 788.680603
	Iteration 34Q: 3 clusters Score -295451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -295453.093750 Penalty: 788.680603
	Iteration 35Q: 3 clusters Score -295453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -295454.843750 Penalty: 788.680603
	Iteration 36Q: 3 clusters Score -295454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -295454.843750 Penalty: 788.680603
	Iteration 37F: 3 clusters Score -295454.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -75313.515625 Penalty: 334.594391
	Iteration 0F: 2 clusters Score -75313.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -74145.781250 Penalty: 669.188782
	Iteration 0F: 3 clusters Score -74145.78 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -74448.781250 Penalty: 669.188782
	Iteration 1F: 3 clusters Score -74448.78 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -74499.476562 Penalty: 669.188782
	Iteration 2F: 3 clusters Score -74499.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -74527.828125 Penalty: 669.188782
	Iteration 3Q: 3 clusters Score -74527.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -74545.164062 Penalty: 669.188782
	Iteration 4Q: 3 clusters Score -74545.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -74556.328125 Penalty: 669.188782
	Iteration 5Q: 3 clusters Score -74556.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -74565.382812 Penalty: 669.188782
	Iteration 6Q: 3 clusters Score -74565.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -74573.210938 Penalty: 669.188782
	Iteration 7Q: 3 clusters Score -74573.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -74581.765625 Penalty: 669.188782
	Iteration 8Q: 3 clusters Score -74581.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -74589.789062 Penalty: 669.188782
	Iteration 9Q: 3 clusters Score -74589.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -74597.578125 Penalty: 669.188782
	Iteration 10Q: 3 clusters Score -74597.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -74602.187500 Penalty: 669.188782
	Iteration 11Q: 3 clusters Score -74602.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -74608.531250 Penalty: 669.188782
	Iteration 12Q: 3 clusters Score -74608.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -74616.531250 Penalty: 669.188782
	Iteration 13Q: 3 clusters Score -74616.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -74627.046875 Penalty: 669.188782
	Iteration 14Q: 3 clusters Score -74627.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -74636.937500 Penalty: 669.188782
	Iteration 15Q: 3 clusters Score -74636.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -74645.226562 Penalty: 669.188782
	Iteration 16Q: 3 clusters Score -74645.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -74652.718750 Penalty: 669.188782
	Iteration 17Q: 3 clusters Score -74652.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -74658.507812 Penalty: 669.188782
	Iteration 18Q: 3 clusters Score -74658.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -74667.828125 Penalty: 669.188782
	Iteration 19Q: 3 clusters Score -74667.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -74675.875000 Penalty: 669.188782
	Iteration 20F: 3 clusters Score -74675.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -74685.343750 Penalty: 669.188782
	Iteration 21Q: 3 clusters Score -74685.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -74696.687500 Penalty: 669.188782
	Iteration 22Q: 3 clusters Score -74696.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -74706.546875 Penalty: 669.188782
	Iteration 23Q: 3 clusters Score -74706.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -74721.171875 Penalty: 669.188782
	Iteration 24Q: 3 clusters Score -74721.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -74738.492188 Penalty: 669.188782
	Iteration 25Q: 3 clusters Score -74738.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -74758.890625 Penalty: 669.188782
	Iteration 26Q: 3 clusters Score -74758.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -74779.804688 Penalty: 669.188782
	Iteration 27Q: 3 clusters Score -74779.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -74799.242188 Penalty: 669.188782
	Iteration 28Q: 3 clusters Score -74799.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -74820.140625 Penalty: 669.188782
	Iteration 29Q: 3 clusters Score -74820.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -74835.500000 Penalty: 669.188782
	Iteration 30Q: 3 clusters Score -74835.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -74844.101562 Penalty: 669.188782
	Iteration 31Q: 3 clusters Score -74844.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -74851.585938 Penalty: 669.188782
	Iteration 32Q: 3 clusters Score -74851.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -74861.382812 Penalty: 669.188782
	Iteration 33Q: 3 clusters Score -74861.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -74870.773438 Penalty: 669.188782
	Iteration 34Q: 3 clusters Score -74870.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -74875.656250 Penalty: 669.188782
	Iteration 35Q: 3 clusters Score -74875.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -74880.804688 Penalty: 669.188782
	Iteration 36Q: 3 clusters Score -74880.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -74885.101562 Penalty: 669.188782
	Iteration 37Q: 3 clusters Score -74885.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -74888.609375 Penalty: 669.188782
	Iteration 38Q: 3 clusters Score -74888.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -74891.257812 Penalty: 669.188782
	Iteration 39Q: 3 clusters Score -74891.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -74893.234375 Penalty: 669.188782
	Iteration 40F: 3 clusters Score -74893.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -74894.453125 Penalty: 669.188782
	Iteration 41Q: 3 clusters Score -74894.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -74895.390625 Penalty: 669.188782
	Iteration 42Q: 3 clusters Score -74895.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -74895.593750 Penalty: 669.188782
	Iteration 43Q: 3 clusters Score -74895.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -74895.593750 Penalty: 669.188782
	Iteration 44F: 3 clusters Score -74895.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Entering Unmasked Estep 
Score: -3153489.000000 Penalty: 503.870605
	Iteration 0F: 2 clusters Score -3153489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -3110082.750000 Penalty: 1007.741211
	Iteration 0F: 3 clusters Score -3110083 nChanged 31382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -3129397.250000 Penalty: 1007.741211
	Iteration 1F: 3 clusters Score -3129397 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -3130141.250000 Penalty: 1007.741211
	Iteration 2Q: 3 clusters Score -3130141 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3131044.250000 Penalty: 1007.741211
	Iteration 3Q: 3 clusters Score -3131044 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3132239.500000 Penalty: 1007.741211
	Iteration 4Q: 3 clusters Score -3132240 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3134038.250000 Penalty: 1007.741211
	Iteration 5Q: 3 clusters Score -3134038 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3136637.750000 Penalty: 1007.741211
	Iteration 6F: 3 clusters Score -3136638 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3139863.750000 Penalty: 1007.741211
	Iteration 7F: 3 clusters Score -3139864 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -3143044.250000 Penalty: 1007.741211
	Iteration 8F: 3 clusters Score -3143044 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3145295.250000 Penalty: 1007.741211
	Iteration 9F: 3 clusters Score -3145295 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3146573.000000 Penalty: 1007.741211
	Iteration 10Q: 3 clusters Score -3146573 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3147443.500000 Penalty: 1007.741211
	Iteration 11Q: 3 clusters Score -3147444 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3148177.500000 Penalty: 1007.741211
	Iteration 12Q: 3 clusters Score -3148178 nChanged 1182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3148859.750000 Penalty: 1007.741211
	Iteration 13Q: 3 clusters Score -3148860 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3149510.750000 Penalty: 1007.741211
	Iteration 14Q: 3 clusters Score -3149511 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3150134.500000 Penalty: 1007.741211
	Iteration 15Q: 3 clusters Score -3150134 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3150686.000000 Penalty: 1007.741211
	Iteration 16Q: 3 clusters Score -3150686 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3151208.500000 Penalty: 1007.741211
	Iteration 17Q: 3 clusters Score -3151208 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3151540.750000 Penalty: 1007.741211
	Iteration 18Q: 3 clusters Score -3151541 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3151755.000000 Penalty: 1007.741211
	Iteration 19Q: 3 clusters Score -3151755 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3151892.750000 Penalty: 1007.741211
	Iteration 20F: 3 clusters Score -3151893 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3151993.000000 Penalty: 1007.741211
	Iteration 21Q: 3 clusters Score -3151993 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3152048.750000 Penalty: 1007.741211
	Iteration 22Q: 3 clusters Score -3152049 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3152082.500000 Penalty: 1007.741211
	Iteration 23Q: 3 clusters Score -3152082 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3152118.000000 Penalty: 1007.741211
	Iteration 24Q: 3 clusters Score -3152118 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3152117.250000 Penalty: 1007.741211
	Iteration 25Q: 3 clusters Score -3152117 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3152117.750000 Penalty: 1007.741211
	Iteration 26Q: 3 clusters Score -3152118 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3152123.250000 Penalty: 1007.741211
	Iteration 27Q: 3 clusters Score -3152123 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3152122.000000 Penalty: 1007.741211
	Iteration 28Q: 3 clusters Score -3152122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -3152127.250000 Penalty: 1007.741211
	Iteration 29Q: 3 clusters Score -3152127 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3152135.000000 Penalty: 1007.741211
	Iteration 30Q: 3 clusters Score -3152135 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3152148.250000 Penalty: 1007.741211
	Iteration 31Q: 3 clusters Score -3152148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3152169.750000 Penalty: 1007.741211
	Iteration 32Q: 3 clusters Score -3152170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3152155.000000 Penalty: 1007.741211
	Iteration 33Q: 3 clusters Score -3152155 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3152158.250000 Penalty: 1007.741211
	Iteration 34Q: 3 clusters Score -3152158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3152156.500000 Penalty: 1007.741211
	Iteration 35Q: 3 clusters Score -3152156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3152149.250000 Penalty: 1007.741211
	Iteration 36Q: 3 clusters Score -3152149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3152155.000000 Penalty: 1007.741211
	Iteration 37Q: 3 clusters Score -3152155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3152166.250000 Penalty: 1007.741211
	Iteration 38Q: 3 clusters Score -3152166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3152171.500000 Penalty: 1007.741211
	Iteration 39Q: 3 clusters Score -3152172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3152171.750000 Penalty: 1007.741211
	Iteration 40F: 3 clusters Score -3152172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3152173.500000 Penalty: 1007.741211
	Iteration 41Q: 3 clusters Score -3152174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3152165.750000 Penalty: 1007.741211
	Iteration 42Q: 3 clusters Score -3152166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3152167.250000 Penalty: 1007.741211
	Iteration 43Q: 3 clusters Score -3152167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3152174.000000 Penalty: 1007.741211
	Iteration 44Q: 3 clusters Score -3152174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3152171.750000 Penalty: 1007.741211
	Iteration 45Q: 3 clusters Score -3152172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3152173.750000 Penalty: 1007.741211
	Iteration 46Q: 3 clusters Score -3152174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3152182.750000 Penalty: 1007.741211
	Iteration 47Q: 3 clusters Score -3152183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3152189.750000 Penalty: 1007.741211
	Iteration 48Q: 3 clusters Score -3152190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -3152197.500000 Penalty: 1007.741211
	Iteration 49Q: 3 clusters Score -3152198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3152197.500000 Penalty: 1007.741211
	Iteration 50Q: 3 clusters Score -3152198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -3152190.500000 Penalty: 1007.741211
	Iteration 51Q: 3 clusters Score -3152190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -3152191.500000 Penalty: 1007.741211
	Iteration 52Q: 3 clusters Score -3152192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3152193.250000 Penalty: 1007.741211
	Iteration 53Q: 3 clusters Score -3152193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3152199.500000 Penalty: 1007.741211
	Iteration 54Q: 3 clusters Score -3152200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3152210.000000 Penalty: 1007.741211
	Iteration 55Q: 3 clusters Score -3152210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3152204.750000 Penalty: 1007.741211
	Iteration 56Q: 3 clusters Score -3152205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3152203.000000 Penalty: 1007.741211
	Iteration 57Q: 3 clusters Score -3152203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -3152204.750000 Penalty: 1007.741211
	Iteration 58Q: 3 clusters Score -3152205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3152205.500000 Penalty: 1007.741211
	Iteration 59Q: 3 clusters Score -3152206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3152203.250000 Penalty: 1007.741211
	Iteration 60F: 3 clusters Score -3152203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -3152199.500000 Penalty: 1007.741211
	Iteration 61Q: 3 clusters Score -3152200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3152198.000000 Penalty: 1007.741211
	Iteration 62Q: 3 clusters Score -3152198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -3152196.500000 Penalty: 1007.741211
	Iteration 63Q: 3 clusters Score -3152196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3152196.000000 Penalty: 1007.741211
	Iteration 64Q: 3 clusters Score -3152196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3152200.000000 Penalty: 1007.741211
	Iteration 65Q: 3 clusters Score -3152200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3152196.750000 Penalty: 1007.741211
	Iteration 66Q: 3 clusters Score -3152197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3152201.500000 Penalty: 1007.741211
	Iteration 67Q: 3 clusters Score -3152202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3152199.750000 Penalty: 1007.741211
	Iteration 68Q: 3 clusters Score -3152200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3152198.000000 Penalty: 1007.741211
	Iteration 69Q: 3 clusters Score -3152198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3152193.500000 Penalty: 1007.741211
	Iteration 70Q: 3 clusters Score -3152194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3152195.250000 Penalty: 1007.741211
	Iteration 71Q: 3 clusters Score -3152195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3152201.250000 Penalty: 1007.741211
	Iteration 72Q: 3 clusters Score -3152201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3152202.000000 Penalty: 1007.741211
	Iteration 73Q: 3 clusters Score -3152202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -3152201.000000 Penalty: 1007.741211
	Iteration 74Q: 3 clusters Score -3152201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3152198.500000 Penalty: 1007.741211
	Iteration 75Q: 3 clusters Score -3152198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3152202.000000 Penalty: 1007.741211
	Iteration 76Q: 3 clusters Score -3152202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3152200.000000 Penalty: 1007.741211
	Iteration 77Q: 3 clusters Score -3152200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3152192.500000 Penalty: 1007.741211
	Iteration 78Q: 3 clusters Score -3152192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3152194.750000 Penalty: 1007.741211
	Iteration 79Q: 3 clusters Score -3152195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3152193.500000 Penalty: 1007.741211
	Iteration 80F: 3 clusters Score -3152194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3152197.000000 Penalty: 1007.741211
	Iteration 81Q: 3 clusters Score -3152197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3152195.500000 Penalty: 1007.741211
	Iteration 82Q: 3 clusters Score -3152196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -3152198.000000 Penalty: 1007.741211
	Iteration 83Q: 3 clusters Score -3152198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3152197.250000 Penalty: 1007.741211
	Iteration 84Q: 3 clusters Score -3152197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3152200.250000 Penalty: 1007.741211
	Iteration 85Q: 3 clusters Score -3152200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3152200.250000 Penalty: 1007.741211
	Iteration 86Q: 3 clusters Score -3152200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3152198.750000 Penalty: 1007.741211
	Iteration 87Q: 3 clusters Score -3152199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3152199.750000 Penalty: 1007.741211
	Iteration 88Q: 3 clusters Score -3152200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3152202.500000 Penalty: 1007.741211
	Iteration 89Q: 3 clusters Score -3152202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3152200.000000 Penalty: 1007.741211
	Iteration 90Q: 3 clusters Score -3152200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3152200.750000 Penalty: 1007.741211
	Iteration 91Q: 3 clusters Score -3152201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3152204.500000 Penalty: 1007.741211
	Iteration 92Q: 3 clusters Score -3152204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3152204.500000 Penalty: 1007.741211
	Iteration 93F: 3 clusters Score -3152204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2064 members 
Entering Unmasked Estep 
Score: -112699.007812 Penalty: 347.274231
	Iteration 0F: 2 clusters Score -112699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -111229.179688 Penalty: 694.548462
	Iteration 0F: 3 clusters Score -111229.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -111633.812500 Penalty: 694.548462
	Iteration 1F: 3 clusters Score -111633.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -111716.718750 Penalty: 694.548462
	Iteration 2F: 3 clusters Score -111716.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -111786.828125 Penalty: 694.548462
	Iteration 3F: 3 clusters Score -111786.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -111837.570312 Penalty: 694.548462
	Iteration 4F: 3 clusters Score -111837.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -111882.718750 Penalty: 694.548462
	Iteration 5Q: 3 clusters Score -111882.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -111925.359375 Penalty: 694.548462
	Iteration 6Q: 3 clusters Score -111925.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -111956.789062 Penalty: 694.548462
	Iteration 7Q: 3 clusters Score -111956.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -111985.492188 Penalty: 694.548462
	Iteration 8Q: 3 clusters Score -111985.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -112018.289062 Penalty: 694.548462
	Iteration 9Q: 3 clusters Score -112018.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -112060.367188 Penalty: 694.548462
	Iteration 10Q: 3 clusters Score -112060.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -112099.648438 Penalty: 694.548462
	Iteration 11Q: 3 clusters Score -112099.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -112137.460938 Penalty: 694.548462
	Iteration 12Q: 3 clusters Score -112137.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -112184.375000 Penalty: 694.548462
	Iteration 13Q: 3 clusters Score -112184.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -112212.351562 Penalty: 694.548462
	Iteration 14Q: 3 clusters Score -112212.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112233.062500 Penalty: 694.548462
	Iteration 15Q: 3 clusters Score -112233.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -112250.187500 Penalty: 694.548462
	Iteration 16Q: 3 clusters Score -112250.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112264.710938 Penalty: 694.548462
	Iteration 17Q: 3 clusters Score -112264.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112276.703125 Penalty: 694.548462
	Iteration 18Q: 3 clusters Score -112276.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112287.226562 Penalty: 694.548462
	Iteration 19Q: 3 clusters Score -112287.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -112296.062500 Penalty: 694.548462
	Iteration 20F: 3 clusters Score -112296.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112303.921875 Penalty: 694.548462
	Iteration 21Q: 3 clusters Score -112303.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -112309.992188 Penalty: 694.548462
	Iteration 22Q: 3 clusters Score -112310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -112312.078125 Penalty: 694.548462
	Iteration 23Q: 3 clusters Score -112312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -112313.687500 Penalty: 694.548462
	Iteration 24Q: 3 clusters Score -112313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112317.289062 Penalty: 694.548462
	Iteration 25Q: 3 clusters Score -112317.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112318.921875 Penalty: 694.548462
	Iteration 26Q: 3 clusters Score -112318.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112320.226562 Penalty: 694.548462
	Iteration 27Q: 3 clusters Score -112320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -112320.562500 Penalty: 694.548462
	Iteration 28Q: 3 clusters Score -112320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -112320.562500 Penalty: 694.548462
	Iteration 29F: 3 clusters Score -112320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Entering Unmasked Estep 
Score: -1798933.875000 Penalty: 480.247986
	Iteration 0F: 2 clusters Score -1798934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1773281.875000 Penalty: 960.495972
	Iteration 0F: 3 clusters Score -1773282 nChanged 18383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1784816.625000 Penalty: 960.495972
	Iteration 1F: 3 clusters Score -1784817 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1786489.625000 Penalty: 960.495972
	Iteration 2F: 3 clusters Score -1786490 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1789253.375000 Penalty: 960.495972
	Iteration 3F: 3 clusters Score -1789253 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1793066.375000 Penalty: 960.495972
	Iteration 4F: 3 clusters Score -1793066 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1796429.500000 Penalty: 960.495972
	Iteration 5F: 3 clusters Score -1796430 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1797954.375000 Penalty: 960.495972
	Iteration 6Q: 3 clusters Score -1797954 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1798354.500000 Penalty: 960.495972
	Iteration 7Q: 3 clusters Score -1798354 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1798460.375000 Penalty: 960.495972
	Iteration 8Q: 3 clusters Score -1798460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1798498.500000 Penalty: 960.495972
	Iteration 9Q: 3 clusters Score -1798498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1798517.625000 Penalty: 960.495972
	Iteration 10Q: 3 clusters Score -1798518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1798524.250000 Penalty: 960.495972
	Iteration 11Q: 3 clusters Score -1798524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1798530.250000 Penalty: 960.495972
	Iteration 12Q: 3 clusters Score -1798530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1798534.500000 Penalty: 960.495972
	Iteration 13Q: 3 clusters Score -1798534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1798537.875000 Penalty: 960.495972
	Iteration 14Q: 3 clusters Score -1798538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1798537.875000 Penalty: 960.495972
	Iteration 15F: 3 clusters Score -1798538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Entering Unmasked Estep 
Score: -1052463.750000 Penalty: 452.824310
	Iteration 0F: 2 clusters Score -1052464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1038457.125000 Penalty: 905.648621
	Iteration 0F: 3 clusters Score -1038457 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1044179.500000 Penalty: 905.648621
	Iteration 1F: 3 clusters Score -1044180 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1044480.250000 Penalty: 905.648621
	Iteration 2Q: 3 clusters Score -1044480 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1044924.437500 Penalty: 905.648621
	Iteration 3Q: 3 clusters Score -1044924 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1045692.062500 Penalty: 905.648621
	Iteration 4F: 3 clusters Score -1045692 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1046890.937500 Penalty: 905.648621
	Iteration 5F: 3 clusters Score -1046891 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1048385.937500 Penalty: 905.648621
	Iteration 6F: 3 clusters Score -1048386 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1049704.500000 Penalty: 905.648621
	Iteration 7F: 3 clusters Score -1049704 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1050475.750000 Penalty: 905.648621
	Iteration 8Q: 3 clusters Score -1050476 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1050899.625000 Penalty: 905.648621
	Iteration 9Q: 3 clusters Score -1050900 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1051169.500000 Penalty: 905.648621
	Iteration 10Q: 3 clusters Score -1051170 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1051346.250000 Penalty: 905.648621
	Iteration 11Q: 3 clusters Score -1051346 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1051456.750000 Penalty: 905.648621
	Iteration 12Q: 3 clusters Score -1051457 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1051544.000000 Penalty: 905.648621
	Iteration 13Q: 3 clusters Score -1051544 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1051598.750000 Penalty: 905.648621
	Iteration 14Q: 3 clusters Score -1051599 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1051636.250000 Penalty: 905.648621
	Iteration 15Q: 3 clusters Score -1051636 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1051667.125000 Penalty: 905.648621
	Iteration 16Q: 3 clusters Score -1051667 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1051689.750000 Penalty: 905.648621
	Iteration 17Q: 3 clusters Score -1051690 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1051706.625000 Penalty: 905.648621
	Iteration 18Q: 3 clusters Score -1051707 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1051723.125000 Penalty: 905.648621
	Iteration 19Q: 3 clusters Score -1051723 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1051739.625000 Penalty: 905.648621
	Iteration 20F: 3 clusters Score -1051740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1051752.750000 Penalty: 905.648621
	Iteration 21Q: 3 clusters Score -1051753 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1051762.125000 Penalty: 905.648621
	Iteration 22Q: 3 clusters Score -1051762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1051775.625000 Penalty: 905.648621
	Iteration 23Q: 3 clusters Score -1051776 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1051792.875000 Penalty: 905.648621
	Iteration 24Q: 3 clusters Score -1051793 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1051810.000000 Penalty: 905.648621
	Iteration 25Q: 3 clusters Score -1051810 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1051820.625000 Penalty: 905.648621
	Iteration 26Q: 3 clusters Score -1051821 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1051827.750000 Penalty: 905.648621
	Iteration 27Q: 3 clusters Score -1051828 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1051839.375000 Penalty: 905.648621
	Iteration 28Q: 3 clusters Score -1051839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1051850.500000 Penalty: 905.648621
	Iteration 29Q: 3 clusters Score -1051850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1051859.750000 Penalty: 905.648621
	Iteration 30Q: 3 clusters Score -1051860 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1051868.250000 Penalty: 905.648621
	Iteration 31Q: 3 clusters Score -1051868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1051880.625000 Penalty: 905.648621
	Iteration 32Q: 3 clusters Score -1051881 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1051890.375000 Penalty: 905.648621
	Iteration 33Q: 3 clusters Score -1051890 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1051900.625000 Penalty: 905.648621
	Iteration 34Q: 3 clusters Score -1051901 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -1051914.875000 Penalty: 905.648621
	Iteration 35Q: 3 clusters Score -1051915 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1051928.125000 Penalty: 905.648621
	Iteration 36Q: 3 clusters Score -1051928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1051941.500000 Penalty: 905.648621
	Iteration 37Q: 3 clusters Score -1051942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -1051956.000000 Penalty: 905.648621
	Iteration 38Q: 3 clusters Score -1051956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -1051967.750000 Penalty: 905.648621
	Iteration 39Q: 3 clusters Score -1051968 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -1051975.000000 Penalty: 905.648621
	Iteration 40F: 3 clusters Score -1051975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1051988.375000 Penalty: 905.648621
	Iteration 41Q: 3 clusters Score -1051988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1052001.000000 Penalty: 905.648621
	Iteration 42Q: 3 clusters Score -1052001 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1052011.625000 Penalty: 905.648621
	Iteration 43Q: 3 clusters Score -1052012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1052017.375000 Penalty: 905.648621
	Iteration 44Q: 3 clusters Score -1052017 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1052031.125000 Penalty: 905.648621
	Iteration 45Q: 3 clusters Score -1052031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -1052041.625000 Penalty: 905.648621
	Iteration 46Q: 3 clusters Score -1052042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -1052054.750000 Penalty: 905.648621
	Iteration 47Q: 3 clusters Score -1052055 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -1052061.125000 Penalty: 905.648621
	Iteration 48Q: 3 clusters Score -1052061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1052068.250000 Penalty: 905.648621
	Iteration 49Q: 3 clusters Score -1052068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1052074.625000 Penalty: 905.648621
	Iteration 50Q: 3 clusters Score -1052075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -1052085.375000 Penalty: 905.648621
	Iteration 51Q: 3 clusters Score -1052085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1052088.750000 Penalty: 905.648621
	Iteration 52Q: 3 clusters Score -1052089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1052090.750000 Penalty: 905.648621
	Iteration 53Q: 3 clusters Score -1052091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -1052094.375000 Penalty: 905.648621
	Iteration 54Q: 3 clusters Score -1052094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -1052100.500000 Penalty: 905.648621
	Iteration 55Q: 3 clusters Score -1052100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1052102.875000 Penalty: 905.648621
	Iteration 56Q: 3 clusters Score -1052103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -1052104.125000 Penalty: 905.648621
	Iteration 57Q: 3 clusters Score -1052104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1052105.875000 Penalty: 905.648621
	Iteration 58Q: 3 clusters Score -1052106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1052108.625000 Penalty: 905.648621
	Iteration 59Q: 3 clusters Score -1052109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1052110.250000 Penalty: 905.648621
	Iteration 60F: 3 clusters Score -1052110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1052112.875000 Penalty: 905.648621
	Iteration 61Q: 3 clusters Score -1052113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -1052113.500000 Penalty: 905.648621
	Iteration 62Q: 3 clusters Score -1052114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -1052114.875000 Penalty: 905.648621
	Iteration 63Q: 3 clusters Score -1052115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1052116.125000 Penalty: 905.648621
	Iteration 64Q: 3 clusters Score -1052116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -1052117.375000 Penalty: 905.648621
	Iteration 65Q: 3 clusters Score -1052117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1052115.500000 Penalty: 905.648621
	Iteration 66Q: 3 clusters Score -1052116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1052113.500000 Penalty: 905.648621
	Iteration 67Q: 3 clusters Score -1052114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1052114.375000 Penalty: 905.648621
	Iteration 68Q: 3 clusters Score -1052114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1052115.125000 Penalty: 905.648621
	Iteration 69Q: 3 clusters Score -1052115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -1052114.750000 Penalty: 905.648621
	Iteration 70Q: 3 clusters Score -1052115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1052115.500000 Penalty: 905.648621
	Iteration 71Q: 3 clusters Score -1052116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -1052116.625000 Penalty: 905.648621
	Iteration 72Q: 3 clusters Score -1052117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -1052116.375000 Penalty: 905.648621
	Iteration 73Q: 3 clusters Score -1052116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1052115.625000 Penalty: 905.648621
	Iteration 74Q: 3 clusters Score -1052116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1052116.750000 Penalty: 905.648621
	Iteration 75Q: 3 clusters Score -1052117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -1052117.500000 Penalty: 905.648621
	Iteration 76Q: 3 clusters Score -1052118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -1052116.875000 Penalty: 905.648621
	Iteration 77Q: 3 clusters Score -1052117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -1052116.625000 Penalty: 905.648621
	Iteration 78Q: 3 clusters Score -1052117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1052116.875000 Penalty: 905.648621
	Iteration 79Q: 3 clusters Score -1052117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -1052116.875000 Penalty: 905.648621
	Iteration 80F: 3 clusters Score -1052117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -1052118.875000 Penalty: 905.648621
	Iteration 81Q: 3 clusters Score -1052119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -1052119.875000 Penalty: 905.648621
	Iteration 82Q: 3 clusters Score -1052120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1052120.750000 Penalty: 905.648621
	Iteration 83Q: 3 clusters Score -1052121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1052121.375000 Penalty: 905.648621
	Iteration 84Q: 3 clusters Score -1052121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1052121.000000 Penalty: 905.648621
	Iteration 85Q: 3 clusters Score -1052121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -1052122.750000 Penalty: 905.648621
	Iteration 86Q: 3 clusters Score -1052123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -1052121.000000 Penalty: 905.648621
	Iteration 87Q: 3 clusters Score -1052121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -1052123.750000 Penalty: 905.648621
	Iteration 88Q: 3 clusters Score -1052124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -1052129.875000 Penalty: 905.648621
	Iteration 89Q: 3 clusters Score -1052130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -1052132.000000 Penalty: 905.648621
	Iteration 90Q: 3 clusters Score -1052132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -1052131.250000 Penalty: 905.648621
	Iteration 91Q: 3 clusters Score -1052131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -1052130.250000 Penalty: 905.648621
	Iteration 92Q: 3 clusters Score -1052130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -1052130.875000 Penalty: 905.648621
	Iteration 93Q: 3 clusters Score -1052131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -1052129.125000 Penalty: 905.648621
	Iteration 94Q: 3 clusters Score -1052129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1052130.500000 Penalty: 905.648621
	Iteration 95Q: 3 clusters Score -1052130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -1052129.750000 Penalty: 905.648621
	Iteration 96Q: 3 clusters Score -1052130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -1052131.000000 Penalty: 905.648621
	Iteration 97Q: 3 clusters Score -1052131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1052132.000000 Penalty: 905.648621
	Iteration 98Q: 3 clusters Score -1052132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -1052133.750000 Penalty: 905.648621
	Iteration 99Q: 3 clusters Score -1052134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -1052133.000000 Penalty: 905.648621
	Iteration 100F: 3 clusters Score -1052133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -1052131.625000 Penalty: 905.648621
	Iteration 101Q: 3 clusters Score -1052132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1052130.250000 Penalty: 905.648621
	Iteration 102Q: 3 clusters Score -1052130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1052132.625000 Penalty: 905.648621
	Iteration 103Q: 3 clusters Score -1052133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -1052132.250000 Penalty: 905.648621
	Iteration 104Q: 3 clusters Score -1052132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1052133.625000 Penalty: 905.648621
	Iteration 105Q: 3 clusters Score -1052134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1052134.375000 Penalty: 905.648621
	Iteration 106Q: 3 clusters Score -1052134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -1052134.875000 Penalty: 905.648621
	Iteration 107Q: 3 clusters Score -1052135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -1052135.625000 Penalty: 905.648621
	Iteration 108Q: 3 clusters Score -1052136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -1052134.125000 Penalty: 905.648621
	Iteration 109Q: 3 clusters Score -1052134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -1052135.625000 Penalty: 905.648621
	Iteration 110Q: 3 clusters Score -1052136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1052137.500000 Penalty: 905.648621
	Iteration 111Q: 3 clusters Score -1052138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1052138.750000 Penalty: 905.648621
	Iteration 112Q: 3 clusters Score -1052139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1052137.875000 Penalty: 905.648621
	Iteration 113Q: 3 clusters Score -1052138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1052138.250000 Penalty: 905.648621
	Iteration 114Q: 3 clusters Score -1052138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -1052138.750000 Penalty: 905.648621
	Iteration 115Q: 3 clusters Score -1052139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -1052138.875000 Penalty: 905.648621
	Iteration 116Q: 3 clusters Score -1052139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -1052138.875000 Penalty: 905.648621
	Iteration 117F: 3 clusters Score -1052139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -289834.187500 Penalty: 392.834747
	Iteration 0F: 2 clusters Score -289834.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -286061.437500 Penalty: 785.669495
	Iteration 0F: 3 clusters Score -286061.4 nChanged 2486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -287356.187500 Penalty: 785.669495
	Iteration 1F: 3 clusters Score -287356.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -287437.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -287516.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -287600.250000 Penalty: 785.669495
	Iteration 4Q: 3 clusters Score -287600.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -287709.281250 Penalty: 785.669495
	Iteration 5Q: 3 clusters Score -287709.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -287870.468750 Penalty: 785.669495
	Iteration 6Q: 3 clusters Score -287870.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -288070.156250 Penalty: 785.669495
	Iteration 7F: 3 clusters Score -288070.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -288292.843750 Penalty: 785.669495
	Iteration 8F: 3 clusters Score -288292.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -288522.906250 Penalty: 785.669495
	Iteration 9F: 3 clusters Score -288522.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -288706.625000 Penalty: 785.669495
	Iteration 10Q: 3 clusters Score -288706.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -288845.718750 Penalty: 785.669495
	Iteration 11Q: 3 clusters Score -288845.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -288958.375000 Penalty: 785.669495
	Iteration 12Q: 3 clusters Score -288958.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -289036.750000 Penalty: 785.669495
	Iteration 13Q: 3 clusters Score -289036.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -289096.093750 Penalty: 785.669495
	Iteration 14Q: 3 clusters Score -289096.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -289145.625000 Penalty: 785.669495
	Iteration 15Q: 3 clusters Score -289145.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -289196.718750 Penalty: 785.669495
	Iteration 16Q: 3 clusters Score -289196.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -289226.937500 Penalty: 785.669495
	Iteration 17Q: 3 clusters Score -289226.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -289257.031250 Penalty: 785.669495
	Iteration 18Q: 3 clusters Score -289257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -289277.093750 Penalty: 785.669495
	Iteration 19Q: 3 clusters Score -289277.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -289295.687500 Penalty: 785.669495
	Iteration 20F: 3 clusters Score -289295.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -289315.218750 Penalty: 785.669495
	Iteration 21Q: 3 clusters Score -289315.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -289335.093750 Penalty: 785.669495
	Iteration 22Q: 3 clusters Score -289335.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -289354.000000 Penalty: 785.669495
	Iteration 23Q: 3 clusters Score -289354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -289370.406250 Penalty: 785.669495
	Iteration 24Q: 3 clusters Score -289370.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -289383.312500 Penalty: 785.669495
	Iteration 25Q: 3 clusters Score -289383.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -289400.468750 Penalty: 785.669495
	Iteration 26Q: 3 clusters Score -289400.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -289413.968750 Penalty: 785.669495
	Iteration 27Q: 3 clusters Score -289414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -289423.062500 Penalty: 785.669495
	Iteration 28Q: 3 clusters Score -289423.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -289431.656250 Penalty: 785.669495
	Iteration 29Q: 3 clusters Score -289431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -289437.906250 Penalty: 785.669495
	Iteration 30Q: 3 clusters Score -289437.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -289442.718750 Penalty: 785.669495
	Iteration 31Q: 3 clusters Score -289442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -289447.875000 Penalty: 785.669495
	Iteration 32Q: 3 clusters Score -289447.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -289451.750000 Penalty: 785.669495
	Iteration 33Q: 3 clusters Score -289451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -289453.687500 Penalty: 785.669495
	Iteration 34Q: 3 clusters Score -289453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -289453.843750 Penalty: 785.669495
	Iteration 35Q: 3 clusters Score -289453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -289453.781250 Penalty: 785.669495
	Iteration 36Q: 3 clusters Score -289453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -289454.062500 Penalty: 785.669495
	Iteration 37Q: 3 clusters Score -289454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -289455.000000 Penalty: 785.669495
	Iteration 38Q: 3 clusters Score -289455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -289455.500000 Penalty: 785.669495
	Iteration 39Q: 3 clusters Score -289455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -289455.500000 Penalty: 785.669495
	Iteration 40F: 3 clusters Score -289455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -5089.503906 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -5089.504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4883.312988 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -4883.313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4947.645996 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -4947.646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4973.898926 Penalty: 425.227417
	Iteration 2F: 3 clusters Score -4973.899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4977.333984 Penalty: 425.227417
	Iteration 3Q: 3 clusters Score -4977.334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4981.339844 Penalty: 425.227417
	Iteration 4Q: 3 clusters Score -4981.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4986.725098 Penalty: 425.227417
	Iteration 5Q: 3 clusters Score -4986.725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4994.743164 Penalty: 425.227417
	Iteration 6Q: 3 clusters Score -4994.743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4998.807617 Penalty: 425.227417
	Iteration 7Q: 3 clusters Score -4998.808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5000.143066 Penalty: 425.227417
	Iteration 8Q: 3 clusters Score -5000.143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5001.750977 Penalty: 425.227417
	Iteration 9Q: 3 clusters Score -5001.751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5001.750977 Penalty: 425.227417
	Iteration 10F: 3 clusters Score -5001.751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (216210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216210 members 
Entering Unmasked Estep 
Score: -10177752.000000 Penalty: 558.922241
	Iteration 0F: 2 clusters Score -1.017775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108071 members 
Mstep: Class 2 contains 108139 members 
Entering Unmasked Estep 
Score: -10033129.000000 Penalty: 1117.844482
	Iteration 0F: 3 clusters Score -1.003313e+07 nChanged 106437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105466 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -10096954.000000 Penalty: 1117.844482
	Iteration 1F: 3 clusters Score -1.009695e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 113346 members 
Entering Unmasked Estep 
Score: -10098546.000000 Penalty: 1117.844482
	Iteration 2Q: 3 clusters Score -1.009855e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 117330 members 
Entering Unmasked Estep 
Score: -10101078.000000 Penalty: 1117.844482
	Iteration 3Q: 3 clusters Score -1.010108e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 123208 members 
Entering Unmasked Estep 
Score: -10104909.000000 Penalty: 1117.844482
	Iteration 4Q: 3 clusters Score -1.010491e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -10110640.000000 Penalty: 1117.844482
	Iteration 5F: 3 clusters Score -1.011064e+07 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 140404 members 
Entering Unmasked Estep 
Score: -10118614.000000 Penalty: 1117.844482
	Iteration 6F: 3 clusters Score -1.011861e+07 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 150417 members 
Entering Unmasked Estep 
Score: -10128628.000000 Penalty: 1117.844482
	Iteration 7F: 3 clusters Score -1.012863e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 159680 members 
Entering Unmasked Estep 
Score: -10139851.000000 Penalty: 1117.844482
	Iteration 8F: 3 clusters Score -1.013985e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 166474 members 
Entering Unmasked Estep 
Score: -10148163.000000 Penalty: 1117.844482
	Iteration 9Q: 3 clusters Score -1.014816e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -10152694.000000 Penalty: 1117.844482
	Iteration 10Q: 3 clusters Score -1.015269e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 175654 members 
Entering Unmasked Estep 
Score: -10155183.000000 Penalty: 1117.844482
	Iteration 11Q: 3 clusters Score -1.015518e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 179988 members 
Entering Unmasked Estep 
Score: -10157223.000000 Penalty: 1117.844482
	Iteration 12Q: 3 clusters Score -1.015722e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 184308 members 
Entering Unmasked Estep 
Score: -10159391.000000 Penalty: 1117.844482
	Iteration 13Q: 3 clusters Score -1.015939e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 188533 members 
Entering Unmasked Estep 
Score: -10161551.000000 Penalty: 1117.844482
	Iteration 14Q: 3 clusters Score -1.016155e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 192544 members 
Entering Unmasked Estep 
Score: -10163573.000000 Penalty: 1117.844482
	Iteration 15Q: 3 clusters Score -1.016357e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 196239 members 
Entering Unmasked Estep 
Score: -10165701.000000 Penalty: 1117.844482
	Iteration 16Q: 3 clusters Score -1.01657e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 199665 members 
Entering Unmasked Estep 
Score: -10167727.000000 Penalty: 1117.844482
	Iteration 17Q: 3 clusters Score -1.016773e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 202666 members 
Entering Unmasked Estep 
Score: -10169935.000000 Penalty: 1117.844482
	Iteration 18Q: 3 clusters Score -1.016994e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 205342 members 
Entering Unmasked Estep 
Score: -10171797.000000 Penalty: 1117.844482
	Iteration 19Q: 3 clusters Score -1.01718e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 207736 members 
Entering Unmasked Estep 
Score: -10173322.000000 Penalty: 1117.844482
	Iteration 20F: 3 clusters Score -1.017332e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 209821 members 
Entering Unmasked Estep 
Score: -10174572.000000 Penalty: 1117.844482
	Iteration 21Q: 3 clusters Score -1.017457e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 211528 members 
Entering Unmasked Estep 
Score: -10175519.000000 Penalty: 1117.844482
	Iteration 22Q: 3 clusters Score -1.017552e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 212836 members 
Entering Unmasked Estep 
Score: -10176144.000000 Penalty: 1117.844482
	Iteration 23Q: 3 clusters Score -1.017614e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 213833 members 
Entering Unmasked Estep 
Score: -10176559.000000 Penalty: 1117.844482
	Iteration 24Q: 3 clusters Score -1.017656e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 214528 members 
Entering Unmasked Estep 
Score: -10176798.000000 Penalty: 1117.844482
	Iteration 25Q: 3 clusters Score -1.01768e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 214990 members 
Entering Unmasked Estep 
Score: -10176978.000000 Penalty: 1117.844482
	Iteration 26Q: 3 clusters Score -1.017698e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 215296 members 
Entering Unmasked Estep 
Score: -10177078.000000 Penalty: 1117.844482
	Iteration 27Q: 3 clusters Score -1.017708e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 215520 members 
Entering Unmasked Estep 
Score: -10177131.000000 Penalty: 1117.844482
	Iteration 28Q: 3 clusters Score -1.017713e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 215677 members 
Entering Unmasked Estep 
Score: -10177221.000000 Penalty: 1117.844482
	Iteration 29Q: 3 clusters Score -1.017722e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 215778 members 
Entering Unmasked Estep 
Score: -10177268.000000 Penalty: 1117.844482
	Iteration 30Q: 3 clusters Score -1.017727e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 215844 members 
Entering Unmasked Estep 
Score: -10177289.000000 Penalty: 1117.844482
	Iteration 31Q: 3 clusters Score -1.017729e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 215875 members 
Entering Unmasked Estep 
Score: -10177326.000000 Penalty: 1117.844482
	Iteration 32Q: 3 clusters Score -1.017733e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 215887 members 
Entering Unmasked Estep 
Score: -10177337.000000 Penalty: 1117.844482
	Iteration 33Q: 3 clusters Score -1.017734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 215903 members 
Entering Unmasked Estep 
Score: -10177353.000000 Penalty: 1117.844482
	Iteration 34Q: 3 clusters Score -1.017735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 215919 members 
Entering Unmasked Estep 
Score: -10177359.000000 Penalty: 1117.844482
	Iteration 35Q: 3 clusters Score -1.017736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215935 members 
Entering Unmasked Estep 
Score: -10177375.000000 Penalty: 1117.844482
	Iteration 36Q: 3 clusters Score -1.017738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 215947 members 
Entering Unmasked Estep 
Score: -10177384.000000 Penalty: 1117.844482
	Iteration 37Q: 3 clusters Score -1.017738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 215958 members 
Entering Unmasked Estep 
Score: -10177400.000000 Penalty: 1117.844482
	Iteration 38Q: 3 clusters Score -1.01774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 215968 members 
Entering Unmasked Estep 
Score: -10177413.000000 Penalty: 1117.844482
	Iteration 39Q: 3 clusters Score -1.017741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 215971 members 
Entering Unmasked Estep 
Score: -10177417.000000 Penalty: 1117.844482
	Iteration 40F: 3 clusters Score -1.017742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 215980 members 
Entering Unmasked Estep 
Score: -10177424.000000 Penalty: 1117.844482
	Iteration 41Q: 3 clusters Score -1.017742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215984 members 
Entering Unmasked Estep 
Score: -10177419.000000 Penalty: 1117.844482
	Iteration 42Q: 3 clusters Score -1.017742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215983 members 
Entering Unmasked Estep 
Score: -10177426.000000 Penalty: 1117.844482
	Iteration 43Q: 3 clusters Score -1.017743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 215982 members 
Entering Unmasked Estep 
Score: -10177430.000000 Penalty: 1117.844482
	Iteration 44Q: 3 clusters Score -1.017743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215985 members 
Entering Unmasked Estep 
Score: -10177429.000000 Penalty: 1117.844482
	Iteration 45Q: 3 clusters Score -1.017743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215985 members 
Entering Unmasked Estep 
Score: -10177429.000000 Penalty: 1117.844482
	Iteration 46F: 3 clusters Score -1.017743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -12824.799805 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -12824.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12378.632812 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -12378.63 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12586.296875 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -12586.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12630.072266 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -12630.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12672.407227 Penalty: 563.690918
	Iteration 3F: 3 clusters Score -12672.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12713.238281 Penalty: 563.690918
	Iteration 4F: 3 clusters Score -12713.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12751.780273 Penalty: 563.690918
	Iteration 5F: 3 clusters Score -12751.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12767.203125 Penalty: 563.690918
	Iteration 6F: 3 clusters Score -12767.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -12773.978516 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -12773.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12780.800781 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -12780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12788.497070 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -12788.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12796.094727 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -12796.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12796.549805 Penalty: 563.690918
	Iteration 11Q: 3 clusters Score -12796.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -12796.549805 Penalty: 563.690918
	Iteration 12F: 3 clusters Score -12796.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -76952.781250 Penalty: 334.302124
	Iteration 0F: 2 clusters Score -76952.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -75772.921875 Penalty: 668.604248
	Iteration 0F: 3 clusters Score -75772.92 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -76128.445312 Penalty: 668.604248
	Iteration 1F: 3 clusters Score -76128.45 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -76188.523438 Penalty: 668.604248
	Iteration 2F: 3 clusters Score -76188.52 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -76259.179688 Penalty: 668.604248
	Iteration 3F: 3 clusters Score -76259.18 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -76330.882812 Penalty: 668.604248
	Iteration 4F: 3 clusters Score -76330.88 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -76399.140625 Penalty: 668.604248
	Iteration 5F: 3 clusters Score -76399.14 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -76443.906250 Penalty: 668.604248
	Iteration 6Q: 3 clusters Score -76443.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -76468.234375 Penalty: 668.604248
	Iteration 7Q: 3 clusters Score -76468.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -76495.640625 Penalty: 668.604248
	Iteration 8Q: 3 clusters Score -76495.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -76530.687500 Penalty: 668.604248
	Iteration 9Q: 3 clusters Score -76530.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -76550.625000 Penalty: 668.604248
	Iteration 10Q: 3 clusters Score -76550.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -76564.007812 Penalty: 668.604248
	Iteration 11Q: 3 clusters Score -76564.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -76574.539062 Penalty: 668.604248
	Iteration 12Q: 3 clusters Score -76574.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -76585.601562 Penalty: 668.604248
	Iteration 13Q: 3 clusters Score -76585.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -76591.859375 Penalty: 668.604248
	Iteration 14Q: 3 clusters Score -76591.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -76596.218750 Penalty: 668.604248
	Iteration 15Q: 3 clusters Score -76596.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -76601.929688 Penalty: 668.604248
	Iteration 16Q: 3 clusters Score -76601.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -76607.914062 Penalty: 668.604248
	Iteration 17Q: 3 clusters Score -76607.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -76613.460938 Penalty: 668.604248
	Iteration 18Q: 3 clusters Score -76613.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -76618.484375 Penalty: 668.604248
	Iteration 19Q: 3 clusters Score -76618.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76621.554688 Penalty: 668.604248
	Iteration 20F: 3 clusters Score -76621.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76623.960938 Penalty: 668.604248
	Iteration 21Q: 3 clusters Score -76623.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76626.523438 Penalty: 668.604248
	Iteration 22Q: 3 clusters Score -76626.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76628.796875 Penalty: 668.604248
	Iteration 23Q: 3 clusters Score -76628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76629.687500 Penalty: 668.604248
	Iteration 24Q: 3 clusters Score -76629.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76630.578125 Penalty: 668.604248
	Iteration 25Q: 3 clusters Score -76630.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76632.750000 Penalty: 668.604248
	Iteration 26Q: 3 clusters Score -76632.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76633.914062 Penalty: 668.604248
	Iteration 27Q: 3 clusters Score -76633.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76634.546875 Penalty: 668.604248
	Iteration 28Q: 3 clusters Score -76634.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76635.601562 Penalty: 668.604248
	Iteration 29Q: 3 clusters Score -76635.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76637.242188 Penalty: 668.604248
	Iteration 30Q: 3 clusters Score -76637.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76637.976562 Penalty: 668.604248
	Iteration 31Q: 3 clusters Score -76637.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76638.093750 Penalty: 668.604248
	Iteration 32Q: 3 clusters Score -76638.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76638.273438 Penalty: 668.604248
	Iteration 33Q: 3 clusters Score -76638.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76638.351562 Penalty: 668.604248
	Iteration 34Q: 3 clusters Score -76638.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76638.351562 Penalty: 668.604248
	Iteration 35F: 3 clusters Score -76638.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -42906.671875 Penalty: 312.064697
	Iteration 0F: 2 clusters Score -42906.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -42125.003906 Penalty: 624.129395
	Iteration 0F: 3 clusters Score -42125 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -42326.746094 Penalty: 624.129395
	Iteration 1F: 3 clusters Score -42326.75 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -42377.355469 Penalty: 624.129395
	Iteration 2F: 3 clusters Score -42377.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -42433.710938 Penalty: 624.129395
	Iteration 3F: 3 clusters Score -42433.71 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -42496.867188 Penalty: 624.129395
	Iteration 4F: 3 clusters Score -42496.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -42548.687500 Penalty: 624.129395
	Iteration 5F: 3 clusters Score -42548.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -42610.113281 Penalty: 624.129395
	Iteration 6Q: 3 clusters Score -42610.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -42673.578125 Penalty: 624.129395
	Iteration 7Q: 3 clusters Score -42673.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -42729.304688 Penalty: 624.129395
	Iteration 8Q: 3 clusters Score -42729.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -42775.003906 Penalty: 624.129395
	Iteration 9Q: 3 clusters Score -42775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -42796.066406 Penalty: 624.129395
	Iteration 10Q: 3 clusters Score -42796.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -42805.910156 Penalty: 624.129395
	Iteration 11Q: 3 clusters Score -42805.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -42810.136719 Penalty: 624.129395
	Iteration 12Q: 3 clusters Score -42810.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -42812.613281 Penalty: 624.129395
	Iteration 13Q: 3 clusters Score -42812.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -42815.878906 Penalty: 624.129395
	Iteration 14Q: 3 clusters Score -42815.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -42816.871094 Penalty: 624.129395
	Iteration 15Q: 3 clusters Score -42816.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -42820.574219 Penalty: 624.129395
	Iteration 16Q: 3 clusters Score -42820.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -42824.210938 Penalty: 624.129395
	Iteration 17Q: 3 clusters Score -42824.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -42827.343750 Penalty: 624.129395
	Iteration 18Q: 3 clusters Score -42827.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -42828.375000 Penalty: 624.129395
	Iteration 19Q: 3 clusters Score -42828.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -42829.390625 Penalty: 624.129395
	Iteration 20F: 3 clusters Score -42829.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -42829.847656 Penalty: 624.129395
	Iteration 21Q: 3 clusters Score -42829.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -42830.339844 Penalty: 624.129395
	Iteration 22Q: 3 clusters Score -42830.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -42831.007812 Penalty: 624.129395
	Iteration 23Q: 3 clusters Score -42831.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -42831.007812 Penalty: 624.129395
	Iteration 24F: 3 clusters Score -42831.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Entering Unmasked Estep 
Score: -2574507.000000 Penalty: 497.604004
	Iteration 0F: 2 clusters Score -2574507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -2536774.500000 Penalty: 995.208008
	Iteration 0F: 3 clusters Score -2536774 nChanged 27232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -2552712.250000 Penalty: 995.208008
	Iteration 1F: 3 clusters Score -2552712 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -2553305.750000 Penalty: 995.208008
	Iteration 2Q: 3 clusters Score -2553306 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -2554352.750000 Penalty: 995.208008
	Iteration 3Q: 3 clusters Score -2554353 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -2555960.250000 Penalty: 995.208008
	Iteration 4F: 3 clusters Score -2555960 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -2558638.000000 Penalty: 995.208008
	Iteration 5F: 3 clusters Score -2558638 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -2562230.500000 Penalty: 995.208008
	Iteration 6F: 3 clusters Score -2562230 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -2565934.000000 Penalty: 995.208008
	Iteration 7F: 3 clusters Score -2565934 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -2569108.500000 Penalty: 995.208008
	Iteration 8F: 3 clusters Score -2569108 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -2571426.000000 Penalty: 995.208008
	Iteration 9Q: 3 clusters Score -2571426 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -2572604.000000 Penalty: 995.208008
	Iteration 10Q: 3 clusters Score -2572604 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -2573176.000000 Penalty: 995.208008
	Iteration 11Q: 3 clusters Score -2573176 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -2573485.750000 Penalty: 995.208008
	Iteration 12Q: 3 clusters Score -2573486 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -2573710.750000 Penalty: 995.208008
	Iteration 13Q: 3 clusters Score -2573711 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -2573819.500000 Penalty: 995.208008
	Iteration 14Q: 3 clusters Score -2573820 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -2573875.000000 Penalty: 995.208008
	Iteration 15Q: 3 clusters Score -2573875 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -2573913.500000 Penalty: 995.208008
	Iteration 16Q: 3 clusters Score -2573914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 55374 members 
Entering Unmasked Estep 
Score: -2573937.500000 Penalty: 995.208008
	Iteration 17Q: 3 clusters Score -2573938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -2573960.250000 Penalty: 995.208008
	Iteration 18Q: 3 clusters Score -2573960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -2573979.250000 Penalty: 995.208008
	Iteration 19Q: 3 clusters Score -2573979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -2573991.000000 Penalty: 995.208008
	Iteration 20F: 3 clusters Score -2573991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -2573998.250000 Penalty: 995.208008
	Iteration 21Q: 3 clusters Score -2573998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -2574000.000000 Penalty: 995.208008
	Iteration 22Q: 3 clusters Score -2574000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -2574015.750000 Penalty: 995.208008
	Iteration 23Q: 3 clusters Score -2574016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -2574027.000000 Penalty: 995.208008
	Iteration 24Q: 3 clusters Score -2574027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -2574030.250000 Penalty: 995.208008
	Iteration 25Q: 3 clusters Score -2574030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -2574044.750000 Penalty: 995.208008
	Iteration 26Q: 3 clusters Score -2574045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -2574056.750000 Penalty: 995.208008
	Iteration 27Q: 3 clusters Score -2574057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -2574067.500000 Penalty: 995.208008
	Iteration 28Q: 3 clusters Score -2574068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -2574074.250000 Penalty: 995.208008
	Iteration 29Q: 3 clusters Score -2574074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -2574081.250000 Penalty: 995.208008
	Iteration 30Q: 3 clusters Score -2574081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -2574080.500000 Penalty: 995.208008
	Iteration 31Q: 3 clusters Score -2574080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -2574083.250000 Penalty: 995.208008
	Iteration 32Q: 3 clusters Score -2574083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -2574088.250000 Penalty: 995.208008
	Iteration 33Q: 3 clusters Score -2574088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -2574090.500000 Penalty: 995.208008
	Iteration 34Q: 3 clusters Score -2574090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -2574094.000000 Penalty: 995.208008
	Iteration 35Q: 3 clusters Score -2574094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -2574094.250000 Penalty: 995.208008
	Iteration 36Q: 3 clusters Score -2574094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -2574096.500000 Penalty: 995.208008
	Iteration 37Q: 3 clusters Score -2574096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -2574097.750000 Penalty: 995.208008
	Iteration 38Q: 3 clusters Score -2574098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -2574099.750000 Penalty: 995.208008
	Iteration 39Q: 3 clusters Score -2574100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -2574101.750000 Penalty: 995.208008
	Iteration 40F: 3 clusters Score -2574102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -2574102.250000 Penalty: 995.208008
	Iteration 41Q: 3 clusters Score -2574102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -2574107.250000 Penalty: 995.208008
	Iteration 42Q: 3 clusters Score -2574107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -2574107.250000 Penalty: 995.208008
	Iteration 43Q: 3 clusters Score -2574107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -2574110.250000 Penalty: 995.208008
	Iteration 44Q: 3 clusters Score -2574110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -2574113.000000 Penalty: 995.208008
	Iteration 45Q: 3 clusters Score -2574113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -2574112.750000 Penalty: 995.208008
	Iteration 46Q: 3 clusters Score -2574113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -2574116.250000 Penalty: 995.208008
	Iteration 47Q: 3 clusters Score -2574116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -2574120.500000 Penalty: 995.208008
	Iteration 48Q: 3 clusters Score -2574120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -2574119.250000 Penalty: 995.208008
	Iteration 49Q: 3 clusters Score -2574119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -2574118.750000 Penalty: 995.208008
	Iteration 50Q: 3 clusters Score -2574119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -2574120.250000 Penalty: 995.208008
	Iteration 51Q: 3 clusters Score -2574120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -2574122.000000 Penalty: 995.208008
	Iteration 52Q: 3 clusters Score -2574122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -2574121.750000 Penalty: 995.208008
	Iteration 53Q: 3 clusters Score -2574122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -2574122.500000 Penalty: 995.208008
	Iteration 54Q: 3 clusters Score -2574122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -2574122.500000 Penalty: 995.208008
	Iteration 55F: 3 clusters Score -2574122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Entering Unmasked Estep 
Score: -106723.625000 Penalty: 358.713959
	Iteration 0F: 2 clusters Score -106723.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -104893.812500 Penalty: 717.427917
	Iteration 0F: 3 clusters Score -104893.8 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -105590.335938 Penalty: 717.427917
	Iteration 1F: 3 clusters Score -105590.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -105836.382812 Penalty: 717.427917
	Iteration 2F: 3 clusters Score -105836.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -106072.976562 Penalty: 717.427917
	Iteration 3F: 3 clusters Score -106073 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -106269.351562 Penalty: 717.427917
	Iteration 4F: 3 clusters Score -106269.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -106373.148438 Penalty: 717.427917
	Iteration 5F: 3 clusters Score -106373.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -106436.562500 Penalty: 717.427917
	Iteration 6Q: 3 clusters Score -106436.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -106507.015625 Penalty: 717.427917
	Iteration 7Q: 3 clusters Score -106507 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -106576.156250 Penalty: 717.427917
	Iteration 8Q: 3 clusters Score -106576.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -106665.632812 Penalty: 717.427917
	Iteration 9Q: 3 clusters Score -106665.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -106761.406250 Penalty: 717.427917
	Iteration 10Q: 3 clusters Score -106761.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -106809.203125 Penalty: 717.427917
	Iteration 11Q: 3 clusters Score -106809.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -106821.117188 Penalty: 717.427917
	Iteration 12Q: 3 clusters Score -106821.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -106829.312500 Penalty: 717.427917
	Iteration 13Q: 3 clusters Score -106829.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -106838.851562 Penalty: 717.427917
	Iteration 14Q: 3 clusters Score -106838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -106840.781250 Penalty: 717.427917
	Iteration 15Q: 3 clusters Score -106840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -106841.234375 Penalty: 717.427917
	Iteration 16Q: 3 clusters Score -106841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -106841.234375 Penalty: 717.427917
	Iteration 17Q: 3 clusters Score -106841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -106841.234375 Penalty: 717.427917
	Iteration 18F: 3 clusters Score -106841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95380 members 
Mstep: Class 4 contains 51311 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 64478 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56182 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 93392 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 225091 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128790 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 119585 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 178848 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 22297 members 
Mstep: Class 51 contains 2004 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 227263 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2333 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7084 members 
Mstep: Class 60 contains 160314 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
Score: -90769080.000000 Penalty: 40220.691406
Splitting cluster 19 changes total score from -90767080.000000 to -90769080.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 20 (93392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Entering Unmasked Estep 
Score: -4493034.500000 Penalty: 520.727539
	Iteration 0F: 2 clusters Score -4493034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -4429777.000000 Penalty: 1041.455078
	Iteration 0F: 3 clusters Score -4429777 nChanged 45491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -4456559.000000 Penalty: 1041.455078
	Iteration 1F: 3 clusters Score -4456559 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -4457107.500000 Penalty: 1041.455078
	Iteration 2Q: 3 clusters Score -4457108 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -4457937.500000 Penalty: 1041.455078
	Iteration 3Q: 3 clusters Score -4457938 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -4459477.500000 Penalty: 1041.455078
	Iteration 4Q: 3 clusters Score -4459478 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -4462427.500000 Penalty: 1041.455078
	Iteration 5F: 3 clusters Score -4462428 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
Score: -4467469.000000 Penalty: 1041.455078
	Iteration 6F: 3 clusters Score -4467469 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -4474016.000000 Penalty: 1041.455078
	Iteration 7F: 3 clusters Score -4474016 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -4480346.500000 Penalty: 1041.455078
	Iteration 8F: 3 clusters Score -4480346 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -4485188.500000 Penalty: 1041.455078
	Iteration 9F: 3 clusters Score -4485188 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -4488513.000000 Penalty: 1041.455078
	Iteration 10Q: 3 clusters Score -4488513 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -4490532.500000 Penalty: 1041.455078
	Iteration 11Q: 3 clusters Score -4490532 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -4491621.000000 Penalty: 1041.455078
	Iteration 12Q: 3 clusters Score -4491621 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
Score: -4492127.500000 Penalty: 1041.455078
	Iteration 13Q: 3 clusters Score -4492128 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -4492357.500000 Penalty: 1041.455078
	Iteration 14Q: 3 clusters Score -4492358 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -4492447.500000 Penalty: 1041.455078
	Iteration 15Q: 3 clusters Score -4492448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 93244 members 
Entering Unmasked Estep 
Score: -4492512.000000 Penalty: 1041.455078
	Iteration 16Q: 3 clusters Score -4492512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -4492531.500000 Penalty: 1041.455078
	Iteration 17Q: 3 clusters Score -4492532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 93277 members 
Entering Unmasked Estep 
Score: -4492550.000000 Penalty: 1041.455078
	Iteration 18Q: 3 clusters Score -4492550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -4492556.000000 Penalty: 1041.455078
	Iteration 19Q: 3 clusters Score -4492556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 93289 members 
Entering Unmasked Estep 
Score: -4492569.500000 Penalty: 1041.455078
	Iteration 20F: 3 clusters Score -4492570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -4492577.000000 Penalty: 1041.455078
	Iteration 21Q: 3 clusters Score -4492577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -4492578.000000 Penalty: 1041.455078
	Iteration 22Q: 3 clusters Score -4492578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -4492579.000000 Penalty: 1041.455078
	Iteration 23Q: 3 clusters Score -4492579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -4492579.000000 Penalty: 1041.455078
	Iteration 24F: 3 clusters Score -4492579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Entering Unmasked Estep 
Score: -474522.531250 Penalty: 417.065918
	Iteration 0F: 2 clusters Score -474522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -468132.875000 Penalty: 834.131836
	Iteration 0F: 3 clusters Score -468132.9 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -470690.406250 Penalty: 834.131836
	Iteration 1F: 3 clusters Score -470690.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -471065.437500 Penalty: 834.131836
	Iteration 2F: 3 clusters Score -471065.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -471571.343750 Penalty: 834.131836
	Iteration 3F: 3 clusters Score -471571.3 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -472181.281250 Penalty: 834.131836
	Iteration 4F: 3 clusters Score -472181.3 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -472915.062500 Penalty: 834.131836
	Iteration 5F: 3 clusters Score -472915.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -473556.625000 Penalty: 834.131836
	Iteration 6F: 3 clusters Score -473556.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -473904.375000 Penalty: 834.131836
	Iteration 7F: 3 clusters Score -473904.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -474083.812500 Penalty: 834.131836
	Iteration 8Q: 3 clusters Score -474083.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -474197.281250 Penalty: 834.131836
	Iteration 9Q: 3 clusters Score -474197.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -474262.468750 Penalty: 834.131836
	Iteration 10Q: 3 clusters Score -474262.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -474310.062500 Penalty: 834.131836
	Iteration 11Q: 3 clusters Score -474310.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -474336.656250 Penalty: 834.131836
	Iteration 12Q: 3 clusters Score -474336.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -474351.281250 Penalty: 834.131836
	Iteration 13Q: 3 clusters Score -474351.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -474357.093750 Penalty: 834.131836
	Iteration 14Q: 3 clusters Score -474357.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -474364.000000 Penalty: 834.131836
	Iteration 15Q: 3 clusters Score -474364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -474369.750000 Penalty: 834.131836
	Iteration 16Q: 3 clusters Score -474369.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -474373.406250 Penalty: 834.131836
	Iteration 17Q: 3 clusters Score -474373.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -474376.000000 Penalty: 834.131836
	Iteration 18Q: 3 clusters Score -474376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -474378.375000 Penalty: 834.131836
	Iteration 19Q: 3 clusters Score -474378.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -474380.937500 Penalty: 834.131836
	Iteration 20F: 3 clusters Score -474380.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -474384.562500 Penalty: 834.131836
	Iteration 21Q: 3 clusters Score -474384.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -474387.406250 Penalty: 834.131836
	Iteration 22Q: 3 clusters Score -474387.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -474389.750000 Penalty: 834.131836
	Iteration 23Q: 3 clusters Score -474389.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -474390.875000 Penalty: 834.131836
	Iteration 24Q: 3 clusters Score -474390.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -474391.093750 Penalty: 834.131836
	Iteration 25Q: 3 clusters Score -474391.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -474391.312500 Penalty: 834.131836
	Iteration 26Q: 3 clusters Score -474391.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -474392.187500 Penalty: 834.131836
	Iteration 27Q: 3 clusters Score -474392.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -474392.718750 Penalty: 834.131836
	Iteration 28Q: 3 clusters Score -474392.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -474393.656250 Penalty: 834.131836
	Iteration 29Q: 3 clusters Score -474393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -474394.812500 Penalty: 834.131836
	Iteration 30Q: 3 clusters Score -474394.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -474395.812500 Penalty: 834.131836
	Iteration 31Q: 3 clusters Score -474395.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -474395.812500 Penalty: 834.131836
	Iteration 32Q: 3 clusters Score -474395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -474395.125000 Penalty: 834.131836
	Iteration 33Q: 3 clusters Score -474395.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -474395.031250 Penalty: 834.131836
	Iteration 34Q: 3 clusters Score -474395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -474396.375000 Penalty: 834.131836
	Iteration 35Q: 3 clusters Score -474396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -474397.500000 Penalty: 834.131836
	Iteration 36Q: 3 clusters Score -474397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -474397.593750 Penalty: 834.131836
	Iteration 37Q: 3 clusters Score -474397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -474398.031250 Penalty: 834.131836
	Iteration 38Q: 3 clusters Score -474398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -474397.593750 Penalty: 834.131836
	Iteration 39Q: 3 clusters Score -474397.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -474398.500000 Penalty: 834.131836
	Iteration 40F: 3 clusters Score -474398.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -474398.875000 Penalty: 834.131836
	Iteration 41Q: 3 clusters Score -474398.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -474400.062500 Penalty: 834.131836
	Iteration 42Q: 3 clusters Score -474400.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -474400.656250 Penalty: 834.131836
	Iteration 43Q: 3 clusters Score -474400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -474402.000000 Penalty: 834.131836
	Iteration 44Q: 3 clusters Score -474402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -474403.781250 Penalty: 834.131836
	Iteration 45Q: 3 clusters Score -474403.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -474405.343750 Penalty: 834.131836
	Iteration 46Q: 3 clusters Score -474405.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -474406.468750 Penalty: 834.131836
	Iteration 47Q: 3 clusters Score -474406.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -474407.468750 Penalty: 834.131836
	Iteration 48Q: 3 clusters Score -474407.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -474408.562500 Penalty: 834.131836
	Iteration 49Q: 3 clusters Score -474408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -474409.562500 Penalty: 834.131836
	Iteration 50Q: 3 clusters Score -474409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -474409.281250 Penalty: 834.131836
	Iteration 51Q: 3 clusters Score -474409.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -474410.156250 Penalty: 834.131836
	Iteration 52Q: 3 clusters Score -474410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -474409.750000 Penalty: 834.131836
	Iteration 53Q: 3 clusters Score -474409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -474410.312500 Penalty: 834.131836
	Iteration 54Q: 3 clusters Score -474410.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -474410.218750 Penalty: 834.131836
	Iteration 55Q: 3 clusters Score -474410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -474410.812500 Penalty: 834.131836
	Iteration 56Q: 3 clusters Score -474410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -474410.937500 Penalty: 834.131836
	Iteration 57Q: 3 clusters Score -474410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -474410.781250 Penalty: 834.131836
	Iteration 58Q: 3 clusters Score -474410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -474410.937500 Penalty: 834.131836
	Iteration 59Q: 3 clusters Score -474410.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -474410.937500 Penalty: 834.131836
	Iteration 60F: 3 clusters Score -474410.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Entering Unmasked Estep 
Score: -273674.062500 Penalty: 394.792480
	Iteration 0F: 2 clusters Score -273674.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -269832.843750 Penalty: 789.584961
	Iteration 0F: 3 clusters Score -269832.8 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -271310.375000 Penalty: 789.584961
	Iteration 1F: 3 clusters Score -271310.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -271492.937500 Penalty: 789.584961
	Iteration 2F: 3 clusters Score -271492.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -271696.281250 Penalty: 789.584961
	Iteration 3F: 3 clusters Score -271696.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -271956.812500 Penalty: 789.584961
	Iteration 4F: 3 clusters Score -271956.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -272234.843750 Penalty: 789.584961
	Iteration 5F: 3 clusters Score -272234.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -272455.906250 Penalty: 789.584961
	Iteration 6F: 3 clusters Score -272455.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -272625.812500 Penalty: 789.584961
	Iteration 7Q: 3 clusters Score -272625.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -272745.875000 Penalty: 789.584961
	Iteration 8Q: 3 clusters Score -272745.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -272833.906250 Penalty: 789.584961
	Iteration 9Q: 3 clusters Score -272833.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -272897.562500 Penalty: 789.584961
	Iteration 10Q: 3 clusters Score -272897.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -272949.500000 Penalty: 789.584961
	Iteration 11Q: 3 clusters Score -272949.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -272990.250000 Penalty: 789.584961
	Iteration 12Q: 3 clusters Score -272990.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -273021.062500 Penalty: 789.584961
	Iteration 13Q: 3 clusters Score -273021.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -273054.968750 Penalty: 789.584961
	Iteration 14Q: 3 clusters Score -273055 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -273077.625000 Penalty: 789.584961
	Iteration 15Q: 3 clusters Score -273077.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -273101.406250 Penalty: 789.584961
	Iteration 16Q: 3 clusters Score -273101.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -273125.062500 Penalty: 789.584961
	Iteration 17Q: 3 clusters Score -273125.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -273141.968750 Penalty: 789.584961
	Iteration 18Q: 3 clusters Score -273142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -273156.812500 Penalty: 789.584961
	Iteration 19Q: 3 clusters Score -273156.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -273168.500000 Penalty: 789.584961
	Iteration 20F: 3 clusters Score -273168.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -273178.250000 Penalty: 789.584961
	Iteration 21Q: 3 clusters Score -273178.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -273187.187500 Penalty: 789.584961
	Iteration 22Q: 3 clusters Score -273187.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -273194.000000 Penalty: 789.584961
	Iteration 23Q: 3 clusters Score -273194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -273202.062500 Penalty: 789.584961
	Iteration 24Q: 3 clusters Score -273202.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -273208.843750 Penalty: 789.584961
	Iteration 25Q: 3 clusters Score -273208.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -273218.531250 Penalty: 789.584961
	Iteration 26Q: 3 clusters Score -273218.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -273229.156250 Penalty: 789.584961
	Iteration 27Q: 3 clusters Score -273229.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -273240.687500 Penalty: 789.584961
	Iteration 28Q: 3 clusters Score -273240.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -273252.218750 Penalty: 789.584961
	Iteration 29Q: 3 clusters Score -273252.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -273262.093750 Penalty: 789.584961
	Iteration 30Q: 3 clusters Score -273262.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -273272.281250 Penalty: 789.584961
	Iteration 31Q: 3 clusters Score -273272.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -273286.375000 Penalty: 789.584961
	Iteration 32Q: 3 clusters Score -273286.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -273295.718750 Penalty: 789.584961
	Iteration 33Q: 3 clusters Score -273295.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -273304.375000 Penalty: 789.584961
	Iteration 34Q: 3 clusters Score -273304.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -273310.718750 Penalty: 789.584961
	Iteration 35Q: 3 clusters Score -273310.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -273314.468750 Penalty: 789.584961
	Iteration 36Q: 3 clusters Score -273314.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -273317.500000 Penalty: 789.584961
	Iteration 37Q: 3 clusters Score -273317.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -273318.875000 Penalty: 789.584961
	Iteration 38Q: 3 clusters Score -273318.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -273321.156250 Penalty: 789.584961
	Iteration 39Q: 3 clusters Score -273321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -273322.031250 Penalty: 789.584961
	Iteration 40F: 3 clusters Score -273322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -273324.375000 Penalty: 789.584961
	Iteration 41Q: 3 clusters Score -273324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -273326.687500 Penalty: 789.584961
	Iteration 42Q: 3 clusters Score -273326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -273326.875000 Penalty: 789.584961
	Iteration 43Q: 3 clusters Score -273326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -273326.750000 Penalty: 789.584961
	Iteration 44Q: 3 clusters Score -273326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -273326.750000 Penalty: 789.584961
	Iteration 45F: 3 clusters Score -273326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Entering Unmasked Estep 
Score: -903848.625000 Penalty: 446.551941
	Iteration 0F: 2 clusters Score -903848.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -891571.500000 Penalty: 893.103882
	Iteration 0F: 3 clusters Score -891571.5 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -896660.000000 Penalty: 893.103882
	Iteration 1F: 3 clusters Score -896660 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -896935.062500 Penalty: 893.103882
	Iteration 2Q: 3 clusters Score -896935.1 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -897335.687500 Penalty: 893.103882
	Iteration 3Q: 3 clusters Score -897335.7 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -898031.937500 Penalty: 893.103882
	Iteration 4F: 3 clusters Score -898031.9 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -899140.312500 Penalty: 893.103882
	Iteration 5F: 3 clusters Score -899140.3 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -900620.125000 Penalty: 893.103882
	Iteration 6F: 3 clusters Score -900620.1 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -902106.187500 Penalty: 893.103882
	Iteration 7F: 3 clusters Score -902106.2 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -903039.062500 Penalty: 893.103882
	Iteration 8Q: 3 clusters Score -903039.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -903333.000000 Penalty: 893.103882
	Iteration 9Q: 3 clusters Score -903333 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -903406.812500 Penalty: 893.103882
	Iteration 10Q: 3 clusters Score -903406.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -903431.000000 Penalty: 893.103882
	Iteration 11Q: 3 clusters Score -903431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -903439.937500 Penalty: 893.103882
	Iteration 12Q: 3 clusters Score -903439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -903441.375000 Penalty: 893.103882
	Iteration 13Q: 3 clusters Score -903441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -903442.187500 Penalty: 893.103882
	Iteration 14Q: 3 clusters Score -903442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -903442.187500 Penalty: 893.103882
	Iteration 15F: 3 clusters Score -903442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -14379.977539 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -14379.98 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 145 members 
Entering Unmasked Estep 
Score: -14029.816406 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -14029.82 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14141.033203 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -14141.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14200.132812 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -14200.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14261.794922 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -14261.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14315.283203 Penalty: 515.012878
	Iteration 4F: 3 clusters Score -14315.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14376.134766 Penalty: 515.012878
	Iteration 5F: 3 clusters Score -14376.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14427.572266 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -14427.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14505.293945 Penalty: 515.012878
	Iteration 7F: 3 clusters Score -14505.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14556.714844 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -14556.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14592.517578 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -14592.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14617.806641 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -14617.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14645.629883 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -14645.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14701.803711 Penalty: 515.012878
	Iteration 12Q: 3 clusters Score -14701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14701.803711 Penalty: 515.012878
	Iteration 13F: 3 clusters Score -14701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95380 members 
Mstep: Class 4 contains 51311 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 64478 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56182 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 93392 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 225091 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128790 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 119585 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 178848 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 22297 members 
Mstep: Class 51 contains 2004 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 227263 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2333 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7084 members 
Mstep: Class 60 contains 160314 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 149 members 
Entering Unmasked Estep 
Score: -90769216.000000 Penalty: 40880.046875
Splitting cluster 24 changes total score from -90767080.000000 to -90769216.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 25 (25185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Entering Unmasked Estep 
Score: -1298194.625000 Penalty: 461.097168
	Iteration 0F: 2 clusters Score -1298195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1281464.750000 Penalty: 922.194336
	Iteration 0F: 3 clusters Score -1281465 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1288575.500000 Penalty: 922.194336
	Iteration 1F: 3 clusters Score -1288576 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1289159.250000 Penalty: 922.194336
	Iteration 2F: 3 clusters Score -1289159 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1289971.750000 Penalty: 922.194336
	Iteration 3F: 3 clusters Score -1289972 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1291131.000000 Penalty: 922.194336
	Iteration 4F: 3 clusters Score -1291131 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1292683.500000 Penalty: 922.194336
	Iteration 5F: 3 clusters Score -1292684 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1294264.000000 Penalty: 922.194336
	Iteration 6F: 3 clusters Score -1294264 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1295202.125000 Penalty: 922.194336
	Iteration 7F: 3 clusters Score -1295202 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1295599.125000 Penalty: 922.194336
	Iteration 8Q: 3 clusters Score -1295599 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1295849.000000 Penalty: 922.194336
	Iteration 9Q: 3 clusters Score -1295849 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1296031.125000 Penalty: 922.194336
	Iteration 10Q: 3 clusters Score -1296031 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1296170.375000 Penalty: 922.194336
	Iteration 11Q: 3 clusters Score -1296170 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1296273.875000 Penalty: 922.194336
	Iteration 12Q: 3 clusters Score -1296274 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1296346.500000 Penalty: 922.194336
	Iteration 13Q: 3 clusters Score -1296346 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1296420.125000 Penalty: 922.194336
	Iteration 14Q: 3 clusters Score -1296420 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1296474.250000 Penalty: 922.194336
	Iteration 15Q: 3 clusters Score -1296474 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1296515.250000 Penalty: 922.194336
	Iteration 16Q: 3 clusters Score -1296515 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1296545.000000 Penalty: 922.194336
	Iteration 17Q: 3 clusters Score -1296545 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1296569.375000 Penalty: 922.194336
	Iteration 18Q: 3 clusters Score -1296569 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1296595.500000 Penalty: 922.194336
	Iteration 19Q: 3 clusters Score -1296596 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1296606.875000 Penalty: 922.194336
	Iteration 20F: 3 clusters Score -1296607 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1296622.875000 Penalty: 922.194336
	Iteration 21Q: 3 clusters Score -1296623 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1296631.875000 Penalty: 922.194336
	Iteration 22Q: 3 clusters Score -1296632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1296641.625000 Penalty: 922.194336
	Iteration 23Q: 3 clusters Score -1296642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1296649.000000 Penalty: 922.194336
	Iteration 24Q: 3 clusters Score -1296649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1296651.875000 Penalty: 922.194336
	Iteration 25Q: 3 clusters Score -1296652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1296658.750000 Penalty: 922.194336
	Iteration 26Q: 3 clusters Score -1296659 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1296670.000000 Penalty: 922.194336
	Iteration 27Q: 3 clusters Score -1296670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1296685.125000 Penalty: 922.194336
	Iteration 28Q: 3 clusters Score -1296685 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1296685.750000 Penalty: 922.194336
	Iteration 29Q: 3 clusters Score -1296686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1296697.250000 Penalty: 922.194336
	Iteration 30Q: 3 clusters Score -1296697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1296708.125000 Penalty: 922.194336
	Iteration 31Q: 3 clusters Score -1296708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1296724.250000 Penalty: 922.194336
	Iteration 32Q: 3 clusters Score -1296724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1296734.375000 Penalty: 922.194336
	Iteration 33Q: 3 clusters Score -1296734 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1296748.125000 Penalty: 922.194336
	Iteration 34Q: 3 clusters Score -1296748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1296763.750000 Penalty: 922.194336
	Iteration 35Q: 3 clusters Score -1296764 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1296767.875000 Penalty: 922.194336
	Iteration 36Q: 3 clusters Score -1296768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1296777.625000 Penalty: 922.194336
	Iteration 37Q: 3 clusters Score -1296778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1296789.500000 Penalty: 922.194336
	Iteration 38Q: 3 clusters Score -1296790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1296796.125000 Penalty: 922.194336
	Iteration 39Q: 3 clusters Score -1296796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1296797.750000 Penalty: 922.194336
	Iteration 40F: 3 clusters Score -1296798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1296806.875000 Penalty: 922.194336
	Iteration 41Q: 3 clusters Score -1296807 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1296813.500000 Penalty: 922.194336
	Iteration 42Q: 3 clusters Score -1296814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1296822.000000 Penalty: 922.194336
	Iteration 43Q: 3 clusters Score -1296822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1296829.750000 Penalty: 922.194336
	Iteration 44Q: 3 clusters Score -1296830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1296830.000000 Penalty: 922.194336
	Iteration 45Q: 3 clusters Score -1296830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1296840.000000 Penalty: 922.194336
	Iteration 46Q: 3 clusters Score -1296840 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1296847.625000 Penalty: 922.194336
	Iteration 47Q: 3 clusters Score -1296848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1296853.375000 Penalty: 922.194336
	Iteration 48Q: 3 clusters Score -1296853 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1296860.375000 Penalty: 922.194336
	Iteration 49Q: 3 clusters Score -1296860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1296870.125000 Penalty: 922.194336
	Iteration 50Q: 3 clusters Score -1296870 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1296879.125000 Penalty: 922.194336
	Iteration 51Q: 3 clusters Score -1296879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1296887.875000 Penalty: 922.194336
	Iteration 52Q: 3 clusters Score -1296888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1296893.000000 Penalty: 922.194336
	Iteration 53Q: 3 clusters Score -1296893 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1296894.750000 Penalty: 922.194336
	Iteration 54Q: 3 clusters Score -1296895 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1296903.875000 Penalty: 922.194336
	Iteration 55Q: 3 clusters Score -1296904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1296908.375000 Penalty: 922.194336
	Iteration 56Q: 3 clusters Score -1296908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1296913.250000 Penalty: 922.194336
	Iteration 57Q: 3 clusters Score -1296913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1296915.125000 Penalty: 922.194336
	Iteration 58Q: 3 clusters Score -1296915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1296919.000000 Penalty: 922.194336
	Iteration 59Q: 3 clusters Score -1296919 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1296923.375000 Penalty: 922.194336
	Iteration 60F: 3 clusters Score -1296923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1296928.125000 Penalty: 922.194336
	Iteration 61Q: 3 clusters Score -1296928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1296931.000000 Penalty: 922.194336
	Iteration 62Q: 3 clusters Score -1296931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1296936.625000 Penalty: 922.194336
	Iteration 63Q: 3 clusters Score -1296937 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1296941.875000 Penalty: 922.194336
	Iteration 64Q: 3 clusters Score -1296942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1296944.625000 Penalty: 922.194336
	Iteration 65Q: 3 clusters Score -1296945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1296950.125000 Penalty: 922.194336
	Iteration 66Q: 3 clusters Score -1296950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1296956.500000 Penalty: 922.194336
	Iteration 67Q: 3 clusters Score -1296956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1296963.000000 Penalty: 922.194336
	Iteration 68Q: 3 clusters Score -1296963 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1296972.375000 Penalty: 922.194336
	Iteration 69Q: 3 clusters Score -1296972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1296984.875000 Penalty: 922.194336
	Iteration 70Q: 3 clusters Score -1296985 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1296989.125000 Penalty: 922.194336
	Iteration 71Q: 3 clusters Score -1296989 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -1296998.750000 Penalty: 922.194336
	Iteration 72Q: 3 clusters Score -1296999 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -1297014.250000 Penalty: 922.194336
	Iteration 73Q: 3 clusters Score -1297014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1297021.000000 Penalty: 922.194336
	Iteration 74Q: 3 clusters Score -1297021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -1297019.375000 Penalty: 922.194336
	Iteration 75Q: 3 clusters Score -1297019 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1297023.000000 Penalty: 922.194336
	Iteration 76Q: 3 clusters Score -1297023 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1297030.375000 Penalty: 922.194336
	Iteration 77Q: 3 clusters Score -1297030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1297030.625000 Penalty: 922.194336
	Iteration 78Q: 3 clusters Score -1297031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -1297031.375000 Penalty: 922.194336
	Iteration 79Q: 3 clusters Score -1297031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -1297039.625000 Penalty: 922.194336
	Iteration 80F: 3 clusters Score -1297040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -1297044.000000 Penalty: 922.194336
	Iteration 81Q: 3 clusters Score -1297044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -1297041.000000 Penalty: 922.194336
	Iteration 82Q: 3 clusters Score -1297041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1297044.875000 Penalty: 922.194336
	Iteration 83Q: 3 clusters Score -1297045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -1297047.625000 Penalty: 922.194336
	Iteration 84Q: 3 clusters Score -1297048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1297057.625000 Penalty: 922.194336
	Iteration 85Q: 3 clusters Score -1297058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -1297066.250000 Penalty: 922.194336
	Iteration 86Q: 3 clusters Score -1297066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1297066.625000 Penalty: 922.194336
	Iteration 87Q: 3 clusters Score -1297067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1297074.750000 Penalty: 922.194336
	Iteration 88Q: 3 clusters Score -1297075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1297083.375000 Penalty: 922.194336
	Iteration 89Q: 3 clusters Score -1297083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -1297090.375000 Penalty: 922.194336
	Iteration 90Q: 3 clusters Score -1297090 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -1297096.250000 Penalty: 922.194336
	Iteration 91Q: 3 clusters Score -1297096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -1297106.500000 Penalty: 922.194336
	Iteration 92Q: 3 clusters Score -1297106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -1297114.750000 Penalty: 922.194336
	Iteration 93Q: 3 clusters Score -1297115 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -1297121.875000 Penalty: 922.194336
	Iteration 94Q: 3 clusters Score -1297122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -1297124.125000 Penalty: 922.194336
	Iteration 95Q: 3 clusters Score -1297124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1297139.000000 Penalty: 922.194336
	Iteration 96Q: 3 clusters Score -1297139 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -1297143.500000 Penalty: 922.194336
	Iteration 97Q: 3 clusters Score -1297144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -1297157.875000 Penalty: 922.194336
	Iteration 98Q: 3 clusters Score -1297158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -1297165.250000 Penalty: 922.194336
	Iteration 99Q: 3 clusters Score -1297165 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -1297171.375000 Penalty: 922.194336
	Iteration 100F: 3 clusters Score -1297171 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1297177.125000 Penalty: 922.194336
	Iteration 101Q: 3 clusters Score -1297177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -1297182.500000 Penalty: 922.194336
	Iteration 102Q: 3 clusters Score -1297182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -1297190.250000 Penalty: 922.194336
	Iteration 103Q: 3 clusters Score -1297190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -1297198.625000 Penalty: 922.194336
	Iteration 104Q: 3 clusters Score -1297199 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1297207.375000 Penalty: 922.194336
	Iteration 105Q: 3 clusters Score -1297207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1297210.250000 Penalty: 922.194336
	Iteration 106Q: 3 clusters Score -1297210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -1297219.625000 Penalty: 922.194336
	Iteration 107Q: 3 clusters Score -1297220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -1297223.375000 Penalty: 922.194336
	Iteration 108Q: 3 clusters Score -1297223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -1297231.000000 Penalty: 922.194336
	Iteration 109Q: 3 clusters Score -1297231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -1297233.750000 Penalty: 922.194336
	Iteration 110Q: 3 clusters Score -1297234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -1297245.625000 Penalty: 922.194336
	Iteration 111Q: 3 clusters Score -1297246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -1297256.250000 Penalty: 922.194336
	Iteration 112Q: 3 clusters Score -1297256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -1297273.750000 Penalty: 922.194336
	Iteration 113Q: 3 clusters Score -1297274 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -1297291.375000 Penalty: 922.194336
	Iteration 114Q: 3 clusters Score -1297291 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -1297302.125000 Penalty: 922.194336
	Iteration 115Q: 3 clusters Score -1297302 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -1297328.125000 Penalty: 922.194336
	Iteration 116Q: 3 clusters Score -1297328 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -1297347.375000 Penalty: 922.194336
	Iteration 117Q: 3 clusters Score -1297347 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -1297372.125000 Penalty: 922.194336
	Iteration 118Q: 3 clusters Score -1297372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1297392.750000 Penalty: 922.194336
	Iteration 119Q: 3 clusters Score -1297393 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -1297416.875000 Penalty: 922.194336
	Iteration 120F: 3 clusters Score -1297417 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -1297438.750000 Penalty: 922.194336
	Iteration 121Q: 3 clusters Score -1297439 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -1297459.250000 Penalty: 922.194336
	Iteration 122Q: 3 clusters Score -1297459 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -1297483.625000 Penalty: 922.194336
	Iteration 123Q: 3 clusters Score -1297484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -1297506.750000 Penalty: 922.194336
	Iteration 124Q: 3 clusters Score -1297507 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -1297531.875000 Penalty: 922.194336
	Iteration 125Q: 3 clusters Score -1297532 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -1297547.500000 Penalty: 922.194336
	Iteration 126Q: 3 clusters Score -1297548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1297561.625000 Penalty: 922.194336
	Iteration 127Q: 3 clusters Score -1297562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -1297574.250000 Penalty: 922.194336
	Iteration 128Q: 3 clusters Score -1297574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -1297583.875000 Penalty: 922.194336
	Iteration 129Q: 3 clusters Score -1297584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -1297589.375000 Penalty: 922.194336
	Iteration 130Q: 3 clusters Score -1297589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -1297602.500000 Penalty: 922.194336
	Iteration 131Q: 3 clusters Score -1297602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -1297615.375000 Penalty: 922.194336
	Iteration 132Q: 3 clusters Score -1297615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -1297630.250000 Penalty: 922.194336
	Iteration 133Q: 3 clusters Score -1297630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -1297643.625000 Penalty: 922.194336
	Iteration 134Q: 3 clusters Score -1297644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -1297660.250000 Penalty: 922.194336
	Iteration 135Q: 3 clusters Score -1297660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -1297669.125000 Penalty: 922.194336
	Iteration 136Q: 3 clusters Score -1297669 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -1297681.750000 Penalty: 922.194336
	Iteration 137Q: 3 clusters Score -1297682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -1297694.125000 Penalty: 922.194336
	Iteration 138Q: 3 clusters Score -1297694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -1297700.875000 Penalty: 922.194336
	Iteration 139Q: 3 clusters Score -1297701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -1297708.125000 Penalty: 922.194336
	Iteration 140F: 3 clusters Score -1297708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -1297709.500000 Penalty: 922.194336
	Iteration 141Q: 3 clusters Score -1297710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -1297715.250000 Penalty: 922.194336
	Iteration 142Q: 3 clusters Score -1297715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -1297717.750000 Penalty: 922.194336
	Iteration 143Q: 3 clusters Score -1297718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -1297720.500000 Penalty: 922.194336
	Iteration 144Q: 3 clusters Score -1297720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -1297719.750000 Penalty: 922.194336
	Iteration 145Q: 3 clusters Score -1297720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -1297720.875000 Penalty: 922.194336
	Iteration 146Q: 3 clusters Score -1297721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -1297726.875000 Penalty: 922.194336
	Iteration 147Q: 3 clusters Score -1297727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -1297729.125000 Penalty: 922.194336
	Iteration 148Q: 3 clusters Score -1297729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -1297731.125000 Penalty: 922.194336
	Iteration 149Q: 3 clusters Score -1297731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -1297733.125000 Penalty: 922.194336
	Iteration 150Q: 3 clusters Score -1297733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -1297734.250000 Penalty: 922.194336
	Iteration 151Q: 3 clusters Score -1297734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -1297733.875000 Penalty: 922.194336
	Iteration 152Q: 3 clusters Score -1297734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -1297734.250000 Penalty: 922.194336
	Iteration 153Q: 3 clusters Score -1297734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -1297736.000000 Penalty: 922.194336
	Iteration 154Q: 3 clusters Score -1297736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -1297735.625000 Penalty: 922.194336
	Iteration 155Q: 3 clusters Score -1297736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -1297735.625000 Penalty: 922.194336
	Iteration 156Q: 3 clusters Score -1297736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -1297734.500000 Penalty: 922.194336
	Iteration 157Q: 3 clusters Score -1297734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -1297735.625000 Penalty: 922.194336
	Iteration 158Q: 3 clusters Score -1297736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -1297737.500000 Penalty: 922.194336
	Iteration 159Q: 3 clusters Score -1297738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -1297738.000000 Penalty: 922.194336
	Iteration 160F: 3 clusters Score -1297738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -1297740.000000 Penalty: 922.194336
	Iteration 161Q: 3 clusters Score -1297740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -1297741.750000 Penalty: 922.194336
	Iteration 162Q: 3 clusters Score -1297742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -1297740.000000 Penalty: 922.194336
	Iteration 163Q: 3 clusters Score -1297740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -1297740.875000 Penalty: 922.194336
	Iteration 164Q: 3 clusters Score -1297741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -1297741.125000 Penalty: 922.194336
	Iteration 165Q: 3 clusters Score -1297741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -1297742.000000 Penalty: 922.194336
	Iteration 166Q: 3 clusters Score -1297742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -1297741.125000 Penalty: 922.194336
	Iteration 167Q: 3 clusters Score -1297741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -1297741.125000 Penalty: 922.194336
	Iteration 168F: 3 clusters Score -1297741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -16854.470703 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -16854.47 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 229 members 
Entering Unmasked Estep 
Score: -16445.087891 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -16445.09 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16704.021484 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -16704.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16758.664062 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -16758.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16784.525391 Penalty: 557.346191
	Iteration 3Q: 3 clusters Score -16784.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16799.238281 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -16799.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16806.748047 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -16806.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16816.224609 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -16816.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16817.380859 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -16817.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16818.042969 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -16818.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16818.042969 Penalty: 557.346191
	Iteration 9F: 3 clusters Score -16818.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -50842.949219 Penalty: 316.479462
	Iteration 0F: 2 clusters Score -50842.95 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 529 members 
Entering Unmasked Estep 
Score: -50000.660156 Penalty: 632.958923
	Iteration 0F: 3 clusters Score -50000.66 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -50233.945312 Penalty: 632.958923
	Iteration 1F: 3 clusters Score -50233.95 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -50284.300781 Penalty: 632.958923
	Iteration 2F: 3 clusters Score -50284.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50317.839844 Penalty: 632.958923
	Iteration 3F: 3 clusters Score -50317.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -50345.984375 Penalty: 632.958923
	Iteration 4Q: 3 clusters Score -50345.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -50372.531250 Penalty: 632.958923
	Iteration 5Q: 3 clusters Score -50372.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -50388.667969 Penalty: 632.958923
	Iteration 6Q: 3 clusters Score -50388.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -50406.691406 Penalty: 632.958923
	Iteration 7Q: 3 clusters Score -50406.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -50429.859375 Penalty: 632.958923
	Iteration 8Q: 3 clusters Score -50429.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50448.898438 Penalty: 632.958923
	Iteration 9Q: 3 clusters Score -50448.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50464.750000 Penalty: 632.958923
	Iteration 10Q: 3 clusters Score -50464.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -50476.242188 Penalty: 632.958923
	Iteration 11Q: 3 clusters Score -50476.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50483.500000 Penalty: 632.958923
	Iteration 12Q: 3 clusters Score -50483.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -50490.867188 Penalty: 632.958923
	Iteration 13Q: 3 clusters Score -50490.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50498.957031 Penalty: 632.958923
	Iteration 14Q: 3 clusters Score -50498.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50505.019531 Penalty: 632.958923
	Iteration 15Q: 3 clusters Score -50505.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50512.132812 Penalty: 632.958923
	Iteration 16Q: 3 clusters Score -50512.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50517.269531 Penalty: 632.958923
	Iteration 17Q: 3 clusters Score -50517.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50521.316406 Penalty: 632.958923
	Iteration 18Q: 3 clusters Score -50521.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50525.011719 Penalty: 632.958923
	Iteration 19Q: 3 clusters Score -50525.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50529.949219 Penalty: 632.958923
	Iteration 20F: 3 clusters Score -50529.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50538.753906 Penalty: 632.958923
	Iteration 21Q: 3 clusters Score -50538.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50546.417969 Penalty: 632.958923
	Iteration 22Q: 3 clusters Score -50546.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50551.687500 Penalty: 632.958923
	Iteration 23Q: 3 clusters Score -50551.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50559.648438 Penalty: 632.958923
	Iteration 24Q: 3 clusters Score -50559.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50564.902344 Penalty: 632.958923
	Iteration 25Q: 3 clusters Score -50564.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50573.488281 Penalty: 632.958923
	Iteration 26Q: 3 clusters Score -50573.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50579.605469 Penalty: 632.958923
	Iteration 27Q: 3 clusters Score -50579.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50586.519531 Penalty: 632.958923
	Iteration 28Q: 3 clusters Score -50586.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50594.984375 Penalty: 632.958923
	Iteration 29Q: 3 clusters Score -50594.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50607.792969 Penalty: 632.958923
	Iteration 30Q: 3 clusters Score -50607.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50617.445312 Penalty: 632.958923
	Iteration 31Q: 3 clusters Score -50617.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50619.468750 Penalty: 632.958923
	Iteration 32Q: 3 clusters Score -50619.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50620.261719 Penalty: 632.958923
	Iteration 33Q: 3 clusters Score -50620.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50620.261719 Penalty: 632.958923
	Iteration 34F: 3 clusters Score -50620.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Entering Unmasked Estep 
Score: -184803.796875 Penalty: 378.280273
	Iteration 0F: 2 clusters Score -184803.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -181973.812500 Penalty: 756.560547
	Iteration 0F: 3 clusters Score -181973.8 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -182986.093750 Penalty: 756.560547
	Iteration 1F: 3 clusters Score -182986.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -183178.000000 Penalty: 756.560547
	Iteration 2F: 3 clusters Score -183178 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -183356.140625 Penalty: 756.560547
	Iteration 3F: 3 clusters Score -183356.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -183526.625000 Penalty: 756.560547
	Iteration 4F: 3 clusters Score -183526.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -183699.984375 Penalty: 756.560547
	Iteration 5F: 3 clusters Score -183700 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -183882.218750 Penalty: 756.560547
	Iteration 6F: 3 clusters Score -183882.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -184014.859375 Penalty: 756.560547
	Iteration 7Q: 3 clusters Score -184014.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -184110.140625 Penalty: 756.560547
	Iteration 8Q: 3 clusters Score -184110.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -184162.703125 Penalty: 756.560547
	Iteration 9Q: 3 clusters Score -184162.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -184196.250000 Penalty: 756.560547
	Iteration 10Q: 3 clusters Score -184196.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -184230.375000 Penalty: 756.560547
	Iteration 11Q: 3 clusters Score -184230.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -184269.718750 Penalty: 756.560547
	Iteration 12Q: 3 clusters Score -184269.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -184306.078125 Penalty: 756.560547
	Iteration 13Q: 3 clusters Score -184306.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -184340.265625 Penalty: 756.560547
	Iteration 14Q: 3 clusters Score -184340.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -184374.046875 Penalty: 756.560547
	Iteration 15Q: 3 clusters Score -184374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -184407.156250 Penalty: 756.560547
	Iteration 16Q: 3 clusters Score -184407.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -184431.921875 Penalty: 756.560547
	Iteration 17Q: 3 clusters Score -184431.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -184452.281250 Penalty: 756.560547
	Iteration 18Q: 3 clusters Score -184452.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -184467.859375 Penalty: 756.560547
	Iteration 19Q: 3 clusters Score -184467.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -184473.843750 Penalty: 756.560547
	Iteration 20F: 3 clusters Score -184473.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -184477.328125 Penalty: 756.560547
	Iteration 21Q: 3 clusters Score -184477.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -184480.921875 Penalty: 756.560547
	Iteration 22Q: 3 clusters Score -184480.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -184485.546875 Penalty: 756.560547
	Iteration 23Q: 3 clusters Score -184485.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -184488.781250 Penalty: 756.560547
	Iteration 24Q: 3 clusters Score -184488.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -184492.515625 Penalty: 756.560547
	Iteration 25Q: 3 clusters Score -184492.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -184493.218750 Penalty: 756.560547
	Iteration 26Q: 3 clusters Score -184493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -184494.218750 Penalty: 756.560547
	Iteration 27Q: 3 clusters Score -184494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -184495.453125 Penalty: 756.560547
	Iteration 28Q: 3 clusters Score -184495.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -184497.578125 Penalty: 756.560547
	Iteration 29Q: 3 clusters Score -184497.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -184499.984375 Penalty: 756.560547
	Iteration 30Q: 3 clusters Score -184500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -184501.687500 Penalty: 756.560547
	Iteration 31Q: 3 clusters Score -184501.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -184504.734375 Penalty: 756.560547
	Iteration 32Q: 3 clusters Score -184504.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -184507.671875 Penalty: 756.560547
	Iteration 33Q: 3 clusters Score -184507.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -184509.984375 Penalty: 756.560547
	Iteration 34Q: 3 clusters Score -184510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -184514.468750 Penalty: 756.560547
	Iteration 35Q: 3 clusters Score -184514.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -184522.656250 Penalty: 756.560547
	Iteration 36Q: 3 clusters Score -184522.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -184528.468750 Penalty: 756.560547
	Iteration 37Q: 3 clusters Score -184528.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -184532.421875 Penalty: 756.560547
	Iteration 38Q: 3 clusters Score -184532.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -184535.171875 Penalty: 756.560547
	Iteration 39Q: 3 clusters Score -184535.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -184538.203125 Penalty: 756.560547
	Iteration 40F: 3 clusters Score -184538.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -184540.328125 Penalty: 756.560547
	Iteration 41Q: 3 clusters Score -184540.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -184541.234375 Penalty: 756.560547
	Iteration 42Q: 3 clusters Score -184541.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -184542.234375 Penalty: 756.560547
	Iteration 43Q: 3 clusters Score -184542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -184542.890625 Penalty: 756.560547
	Iteration 44Q: 3 clusters Score -184542.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -184544.343750 Penalty: 756.560547
	Iteration 45Q: 3 clusters Score -184544.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -184544.703125 Penalty: 756.560547
	Iteration 46Q: 3 clusters Score -184544.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -184545.578125 Penalty: 756.560547
	Iteration 47Q: 3 clusters Score -184545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -184546.000000 Penalty: 756.560547
	Iteration 48Q: 3 clusters Score -184546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -184546.734375 Penalty: 756.560547
	Iteration 49Q: 3 clusters Score -184546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -184547.890625 Penalty: 756.560547
	Iteration 50Q: 3 clusters Score -184547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -184547.765625 Penalty: 756.560547
	Iteration 51Q: 3 clusters Score -184547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -184548.718750 Penalty: 756.560547
	Iteration 52Q: 3 clusters Score -184548.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -184549.859375 Penalty: 756.560547
	Iteration 53Q: 3 clusters Score -184549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -184550.468750 Penalty: 756.560547
	Iteration 54Q: 3 clusters Score -184550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -184550.140625 Penalty: 756.560547
	Iteration 55Q: 3 clusters Score -184550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -184550.046875 Penalty: 756.560547
	Iteration 56Q: 3 clusters Score -184550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -184550.328125 Penalty: 756.560547
	Iteration 57Q: 3 clusters Score -184550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -184551.062500 Penalty: 756.560547
	Iteration 58Q: 3 clusters Score -184551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -184551.531250 Penalty: 756.560547
	Iteration 59Q: 3 clusters Score -184551.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -184551.531250 Penalty: 756.560547
	Iteration 60F: 3 clusters Score -184551.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -131548.078125 Penalty: 360.594666
	Iteration 0F: 2 clusters Score -131548.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -129594.000000 Penalty: 721.189331
	Iteration 0F: 3 clusters Score -129594 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -130375.171875 Penalty: 721.189331
	Iteration 1F: 3 clusters Score -130375.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -130572.687500 Penalty: 721.189331
	Iteration 2F: 3 clusters Score -130572.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -130756.507812 Penalty: 721.189331
	Iteration 3F: 3 clusters Score -130756.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -130901.117188 Penalty: 721.189331
	Iteration 4F: 3 clusters Score -130901.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -131024.140625 Penalty: 721.189331
	Iteration 5F: 3 clusters Score -131024.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -131112.796875 Penalty: 721.189331
	Iteration 6Q: 3 clusters Score -131112.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -131156.921875 Penalty: 721.189331
	Iteration 7Q: 3 clusters Score -131156.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -131185.125000 Penalty: 721.189331
	Iteration 8Q: 3 clusters Score -131185.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -131209.703125 Penalty: 721.189331
	Iteration 9Q: 3 clusters Score -131209.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -131228.125000 Penalty: 721.189331
	Iteration 10Q: 3 clusters Score -131228.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -131235.609375 Penalty: 721.189331
	Iteration 11Q: 3 clusters Score -131235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -131241.171875 Penalty: 721.189331
	Iteration 12Q: 3 clusters Score -131241.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -131246.687500 Penalty: 721.189331
	Iteration 13Q: 3 clusters Score -131246.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -131248.609375 Penalty: 721.189331
	Iteration 14Q: 3 clusters Score -131248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -131249.140625 Penalty: 721.189331
	Iteration 15Q: 3 clusters Score -131249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -131249.468750 Penalty: 721.189331
	Iteration 16Q: 3 clusters Score -131249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -131249.734375 Penalty: 721.189331
	Iteration 17Q: 3 clusters Score -131249.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -131250.281250 Penalty: 721.189331
	Iteration 18Q: 3 clusters Score -131250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -131251.031250 Penalty: 721.189331
	Iteration 19Q: 3 clusters Score -131251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -131251.640625 Penalty: 721.189331
	Iteration 20F: 3 clusters Score -131251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -131252.031250 Penalty: 721.189331
	Iteration 21Q: 3 clusters Score -131252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -131253.109375 Penalty: 721.189331
	Iteration 22Q: 3 clusters Score -131253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -131254.312500 Penalty: 721.189331
	Iteration 23Q: 3 clusters Score -131254.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -131256.640625 Penalty: 721.189331
	Iteration 24Q: 3 clusters Score -131256.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -131261.312500 Penalty: 721.189331
	Iteration 25Q: 3 clusters Score -131261.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -131266.734375 Penalty: 721.189331
	Iteration 26Q: 3 clusters Score -131266.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -131268.812500 Penalty: 721.189331
	Iteration 27Q: 3 clusters Score -131268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -131269.140625 Penalty: 721.189331
	Iteration 28Q: 3 clusters Score -131269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -131271.125000 Penalty: 721.189331
	Iteration 29Q: 3 clusters Score -131271.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -131273.656250 Penalty: 721.189331
	Iteration 30Q: 3 clusters Score -131273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -131274.093750 Penalty: 721.189331
	Iteration 31Q: 3 clusters Score -131274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -131274.343750 Penalty: 721.189331
	Iteration 32Q: 3 clusters Score -131274.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -131274.343750 Penalty: 721.189331
	Iteration 33F: 3 clusters Score -131274.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Entering Unmasked Estep 
Score: -258022.218750 Penalty: 391.827545
	Iteration 0F: 2 clusters Score -258022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -254299.562500 Penalty: 783.655090
	Iteration 0F: 3 clusters Score -254299.6 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -255871.609375 Penalty: 783.655090
	Iteration 1F: 3 clusters Score -255871.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -256204.468750 Penalty: 783.655090
	Iteration 2F: 3 clusters Score -256204.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -256602.734375 Penalty: 783.655090
	Iteration 3F: 3 clusters Score -256602.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -257018.828125 Penalty: 783.655090
	Iteration 4F: 3 clusters Score -257018.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -257318.031250 Penalty: 783.655090
	Iteration 5F: 3 clusters Score -257318 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -257461.625000 Penalty: 783.655090
	Iteration 6Q: 3 clusters Score -257461.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -257542.062500 Penalty: 783.655090
	Iteration 7Q: 3 clusters Score -257542.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -257593.546875 Penalty: 783.655090
	Iteration 8Q: 3 clusters Score -257593.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -257650.843750 Penalty: 783.655090
	Iteration 9Q: 3 clusters Score -257650.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -257674.343750 Penalty: 783.655090
	Iteration 10Q: 3 clusters Score -257674.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -257691.671875 Penalty: 783.655090
	Iteration 11Q: 3 clusters Score -257691.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -257702.312500 Penalty: 783.655090
	Iteration 12Q: 3 clusters Score -257702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -257707.140625 Penalty: 783.655090
	Iteration 13Q: 3 clusters Score -257707.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -257712.484375 Penalty: 783.655090
	Iteration 14Q: 3 clusters Score -257712.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -257717.093750 Penalty: 783.655090
	Iteration 15Q: 3 clusters Score -257717.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -257720.656250 Penalty: 783.655090
	Iteration 16Q: 3 clusters Score -257720.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -257723.562500 Penalty: 783.655090
	Iteration 17Q: 3 clusters Score -257723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -257726.171875 Penalty: 783.655090
	Iteration 18Q: 3 clusters Score -257726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -257727.484375 Penalty: 783.655090
	Iteration 19Q: 3 clusters Score -257727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -257727.656250 Penalty: 783.655090
	Iteration 20F: 3 clusters Score -257727.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -23620.076172 Penalty: 287.431000
	Iteration 0F: 2 clusters Score -23620.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23130.185547 Penalty: 574.862000
	Iteration 0F: 3 clusters Score -23130.19 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23430.701172 Penalty: 574.862000
	Iteration 1F: 3 clusters Score -23430.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23673.238281 Penalty: 574.862000
	Iteration 2F: 3 clusters Score -23673.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23858.527344 Penalty: 574.862000
	Iteration 3F: 3 clusters Score -23858.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23899.943359 Penalty: 574.862000
	Iteration 4F: 3 clusters Score -23899.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23907.949219 Penalty: 574.862000
	Iteration 5Q: 3 clusters Score -23907.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23912.552734 Penalty: 574.862000
	Iteration 6Q: 3 clusters Score -23912.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23914.144531 Penalty: 574.862000
	Iteration 7Q: 3 clusters Score -23914.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23915.382812 Penalty: 574.862000
	Iteration 8Q: 3 clusters Score -23915.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23915.712891 Penalty: 574.862000
	Iteration 9Q: 3 clusters Score -23915.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23915.712891 Penalty: 574.862000
	Iteration 10F: 3 clusters Score -23915.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95380 members 
Mstep: Class 4 contains 51311 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 64478 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56182 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 93392 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 225091 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128790 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 119585 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 178848 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 22297 members 
Mstep: Class 51 contains 2004 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 227263 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2333 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7084 members 
Mstep: Class 60 contains 160314 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 149 members 
Mstep: Class 63 contains 210 members 
Entering Unmasked Estep 
Score: -90769296.000000 Penalty: 41539.402344
Splitting cluster 31 changes total score from -90767080.000000 to -90769296.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 32 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -7252.925293 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -7252.925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6999.645508 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -6999.646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7044.471191 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -7044.471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7071.984375 Penalty: 455.967834
	Iteration 2Q: 3 clusters Score -7071.984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7113.807129 Penalty: 455.967834
	Iteration 3F: 3 clusters Score -7113.807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7125.828125 Penalty: 455.967834
	Iteration 4F: 3 clusters Score -7125.828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7129.175781 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -7129.176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7129.843750 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -7129.844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7129.843750 Penalty: 455.967834
	Iteration 7F: 3 clusters Score -7129.844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -61275.039062 Penalty: 323.013672
	Iteration 0F: 2 clusters Score -61275.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60346.777344 Penalty: 646.027344
	Iteration 0F: 3 clusters Score -60346.78 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -60752.351562 Penalty: 646.027344
	Iteration 1F: 3 clusters Score -60752.35 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -60904.832031 Penalty: 646.027344
	Iteration 2F: 3 clusters Score -60904.83 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -60981.886719 Penalty: 646.027344
	Iteration 3F: 3 clusters Score -60981.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -61015.355469 Penalty: 646.027344
	Iteration 4Q: 3 clusters Score -61015.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -61051.398438 Penalty: 646.027344
	Iteration 5Q: 3 clusters Score -61051.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -61109.816406 Penalty: 646.027344
	Iteration 6Q: 3 clusters Score -61109.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -61169.781250 Penalty: 646.027344
	Iteration 7Q: 3 clusters Score -61169.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -61186.566406 Penalty: 646.027344
	Iteration 8Q: 3 clusters Score -61186.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -61195.640625 Penalty: 646.027344
	Iteration 9Q: 3 clusters Score -61195.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -61205.339844 Penalty: 646.027344
	Iteration 10Q: 3 clusters Score -61205.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -61215.378906 Penalty: 646.027344
	Iteration 11Q: 3 clusters Score -61215.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -61221.007812 Penalty: 646.027344
	Iteration 12Q: 3 clusters Score -61221.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -61225.429688 Penalty: 646.027344
	Iteration 13Q: 3 clusters Score -61225.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -61228.125000 Penalty: 646.027344
	Iteration 14Q: 3 clusters Score -61228.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -61229.621094 Penalty: 646.027344
	Iteration 15Q: 3 clusters Score -61229.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -61230.210938 Penalty: 646.027344
	Iteration 16Q: 3 clusters Score -61230.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -61230.464844 Penalty: 646.027344
	Iteration 17Q: 3 clusters Score -61230.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -61230.464844 Penalty: 646.027344
	Iteration 18F: 3 clusters Score -61230.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Entering Unmasked Estep 
Score: -899494.875000 Penalty: 448.394409
	Iteration 0F: 2 clusters Score -899494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -886686.375000 Penalty: 896.788818
	Iteration 0F: 3 clusters Score -886686.4 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -892076.375000 Penalty: 896.788818
	Iteration 1F: 3 clusters Score -892076.4 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -892414.250000 Penalty: 896.788818
	Iteration 2Q: 3 clusters Score -892414.2 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -892862.375000 Penalty: 896.788818
	Iteration 3F: 3 clusters Score -892862.4 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -893438.875000 Penalty: 896.788818
	Iteration 4F: 3 clusters Score -893438.9 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -894185.187500 Penalty: 896.788818
	Iteration 5F: 3 clusters Score -894185.2 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -894983.250000 Penalty: 896.788818
	Iteration 6F: 3 clusters Score -894983.2 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -895676.812500 Penalty: 896.788818
	Iteration 7F: 3 clusters Score -895676.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -896198.250000 Penalty: 896.788818
	Iteration 8Q: 3 clusters Score -896198.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -896558.625000 Penalty: 896.788818
	Iteration 9Q: 3 clusters Score -896558.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -896777.687500 Penalty: 896.788818
	Iteration 10Q: 3 clusters Score -896777.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -896936.875000 Penalty: 896.788818
	Iteration 11Q: 3 clusters Score -896936.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -897080.250000 Penalty: 896.788818
	Iteration 12Q: 3 clusters Score -897080.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -897225.937500 Penalty: 896.788818
	Iteration 13Q: 3 clusters Score -897225.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -897359.250000 Penalty: 896.788818
	Iteration 14Q: 3 clusters Score -897359.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -897484.062500 Penalty: 896.788818
	Iteration 15Q: 3 clusters Score -897484.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -897626.125000 Penalty: 896.788818
	Iteration 16Q: 3 clusters Score -897626.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -897798.312500 Penalty: 896.788818
	Iteration 17Q: 3 clusters Score -897798.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -897989.062500 Penalty: 896.788818
	Iteration 18Q: 3 clusters Score -897989.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -898170.062500 Penalty: 896.788818
	Iteration 19Q: 3 clusters Score -898170.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -898342.437500 Penalty: 896.788818
	Iteration 20F: 3 clusters Score -898342.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -898502.250000 Penalty: 896.788818
	Iteration 21Q: 3 clusters Score -898502.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -898648.812500 Penalty: 896.788818
	Iteration 22Q: 3 clusters Score -898648.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -898781.062500 Penalty: 896.788818
	Iteration 23Q: 3 clusters Score -898781.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -898877.187500 Penalty: 896.788818
	Iteration 24Q: 3 clusters Score -898877.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -898946.000000 Penalty: 896.788818
	Iteration 25Q: 3 clusters Score -898946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -898994.187500 Penalty: 896.788818
	Iteration 26Q: 3 clusters Score -898994.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -899026.750000 Penalty: 896.788818
	Iteration 27Q: 3 clusters Score -899026.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -899045.187500 Penalty: 896.788818
	Iteration 28Q: 3 clusters Score -899045.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -899058.500000 Penalty: 896.788818
	Iteration 29Q: 3 clusters Score -899058.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -899069.875000 Penalty: 896.788818
	Iteration 30Q: 3 clusters Score -899069.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -899078.687500 Penalty: 896.788818
	Iteration 31Q: 3 clusters Score -899078.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -899087.000000 Penalty: 896.788818
	Iteration 32Q: 3 clusters Score -899087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -899101.500000 Penalty: 896.788818
	Iteration 33Q: 3 clusters Score -899101.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -899113.875000 Penalty: 896.788818
	Iteration 34Q: 3 clusters Score -899113.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -899124.250000 Penalty: 896.788818
	Iteration 35Q: 3 clusters Score -899124.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -899128.437500 Penalty: 896.788818
	Iteration 36Q: 3 clusters Score -899128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -899130.875000 Penalty: 896.788818
	Iteration 37Q: 3 clusters Score -899130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -899132.812500 Penalty: 896.788818
	Iteration 38Q: 3 clusters Score -899132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -899135.500000 Penalty: 896.788818
	Iteration 39Q: 3 clusters Score -899135.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -899137.875000 Penalty: 896.788818
	Iteration 40F: 3 clusters Score -899137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -899138.062500 Penalty: 896.788818
	Iteration 41Q: 3 clusters Score -899138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -899138.062500 Penalty: 896.788818
	Iteration 42F: 3 clusters Score -899138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Entering Unmasked Estep 
Score: -258796.625000 Penalty: 390.054565
	Iteration 0F: 2 clusters Score -258796.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -255270.843750 Penalty: 780.109131
	Iteration 0F: 3 clusters Score -255270.8 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -256579.515625 Penalty: 780.109131
	Iteration 1F: 3 clusters Score -256579.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -256705.468750 Penalty: 780.109131
	Iteration 2F: 3 clusters Score -256705.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -256817.453125 Penalty: 780.109131
	Iteration 3Q: 3 clusters Score -256817.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -256932.500000 Penalty: 780.109131
	Iteration 4Q: 3 clusters Score -256932.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -257087.656250 Penalty: 780.109131
	Iteration 5Q: 3 clusters Score -257087.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -257319.328125 Penalty: 780.109131
	Iteration 6F: 3 clusters Score -257319.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -257576.640625 Penalty: 780.109131
	Iteration 7F: 3 clusters Score -257576.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -257824.109375 Penalty: 780.109131
	Iteration 8F: 3 clusters Score -257824.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -257959.796875 Penalty: 780.109131
	Iteration 9Q: 3 clusters Score -257959.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -258030.015625 Penalty: 780.109131
	Iteration 10Q: 3 clusters Score -258030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -258082.781250 Penalty: 780.109131
	Iteration 11Q: 3 clusters Score -258082.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -258123.593750 Penalty: 780.109131
	Iteration 12Q: 3 clusters Score -258123.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -258157.250000 Penalty: 780.109131
	Iteration 13Q: 3 clusters Score -258157.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -258183.250000 Penalty: 780.109131
	Iteration 14Q: 3 clusters Score -258183.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -258201.281250 Penalty: 780.109131
	Iteration 15Q: 3 clusters Score -258201.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -258222.421875 Penalty: 780.109131
	Iteration 16Q: 3 clusters Score -258222.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -258246.671875 Penalty: 780.109131
	Iteration 17Q: 3 clusters Score -258246.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -258271.296875 Penalty: 780.109131
	Iteration 18Q: 3 clusters Score -258271.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -258306.562500 Penalty: 780.109131
	Iteration 19Q: 3 clusters Score -258306.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -258342.562500 Penalty: 780.109131
	Iteration 20F: 3 clusters Score -258342.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -258369.312500 Penalty: 780.109131
	Iteration 21Q: 3 clusters Score -258369.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -258391.953125 Penalty: 780.109131
	Iteration 22Q: 3 clusters Score -258392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -258407.562500 Penalty: 780.109131
	Iteration 23Q: 3 clusters Score -258407.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -258418.531250 Penalty: 780.109131
	Iteration 24Q: 3 clusters Score -258418.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -258425.953125 Penalty: 780.109131
	Iteration 25Q: 3 clusters Score -258426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -258430.578125 Penalty: 780.109131
	Iteration 26Q: 3 clusters Score -258430.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -258432.312500 Penalty: 780.109131
	Iteration 27Q: 3 clusters Score -258432.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -258433.187500 Penalty: 780.109131
	Iteration 28Q: 3 clusters Score -258433.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -258434.468750 Penalty: 780.109131
	Iteration 29Q: 3 clusters Score -258434.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -258435.203125 Penalty: 780.109131
	Iteration 30Q: 3 clusters Score -258435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -258435.843750 Penalty: 780.109131
	Iteration 31Q: 3 clusters Score -258435.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -258436.609375 Penalty: 780.109131
	Iteration 32Q: 3 clusters Score -258436.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -258437.484375 Penalty: 780.109131
	Iteration 33Q: 3 clusters Score -258437.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -258436.765625 Penalty: 780.109131
	Iteration 34Q: 3 clusters Score -258436.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -258437.031250 Penalty: 780.109131
	Iteration 35Q: 3 clusters Score -258437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -258437.250000 Penalty: 780.109131
	Iteration 36Q: 3 clusters Score -258437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -258437.250000 Penalty: 780.109131
	Iteration 37F: 3 clusters Score -258437.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -43443.792969 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -43443.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -42829.121094 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -42829.12 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43031.859375 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -43031.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43081.664062 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -43081.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43107.226562 Penalty: 598.711853
	Iteration 3Q: 3 clusters Score -43107.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43123.742188 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -43123.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43142.046875 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -43142.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43157.691406 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -43157.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43166.148438 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -43166.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43170.503906 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -43170.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43172.343750 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -43172.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43173.203125 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -43173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43173.792969 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -43173.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43174.203125 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -43174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43174.480469 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -43174.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43174.582031 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -43174.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43174.582031 Penalty: 598.711853
	Iteration 15F: 3 clusters Score -43174.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (225091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225091 members 
Entering Unmasked Estep 
Score: -11217208.000000 Penalty: 560.753845
	Iteration 0F: 2 clusters Score -1.121721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112292 members 
Mstep: Class 2 contains 112799 members 
Entering Unmasked Estep 
Score: -11078308.000000 Penalty: 1121.507690
	Iteration 0F: 3 clusters Score -1.107831e+07 nChanged 110882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 115841 members 
Entering Unmasked Estep 
Score: -11146267.000000 Penalty: 1121.507690
	Iteration 1F: 3 clusters Score -1.114627e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 117863 members 
Entering Unmasked Estep 
Score: -11148981.000000 Penalty: 1121.507690
	Iteration 2Q: 3 clusters Score -1.114898e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104270 members 
Mstep: Class 2 contains 120821 members 
Entering Unmasked Estep 
Score: -11152249.000000 Penalty: 1121.507690
	Iteration 3Q: 3 clusters Score -1.115225e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99887 members 
Mstep: Class 2 contains 125204 members 
Entering Unmasked Estep 
Score: -11156552.000000 Penalty: 1121.507690
	Iteration 4F: 3 clusters Score -1.115655e+07 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 131267 members 
Entering Unmasked Estep 
Score: -11163052.000000 Penalty: 1121.507690
	Iteration 5F: 3 clusters Score -1.116305e+07 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 138015 members 
Entering Unmasked Estep 
Score: -11173059.000000 Penalty: 1121.507690
	Iteration 6F: 3 clusters Score -1.117306e+07 nChanged 15601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 143078 members 
Entering Unmasked Estep 
Score: -11186254.000000 Penalty: 1121.507690
	Iteration 7F: 3 clusters Score -1.118625e+07 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 144686 members 
Entering Unmasked Estep 
Score: -11197973.000000 Penalty: 1121.507690
	Iteration 8F: 3 clusters Score -1.119797e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81483 members 
Mstep: Class 2 contains 143608 members 
Entering Unmasked Estep 
Score: -11204476.000000 Penalty: 1121.507690
	Iteration 9Q: 3 clusters Score -1.120448e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 141240 members 
Entering Unmasked Estep 
Score: -11209302.000000 Penalty: 1121.507690
	Iteration 10Q: 3 clusters Score -1.12093e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 137602 members 
Entering Unmasked Estep 
Score: -11214256.000000 Penalty: 1121.507690
	Iteration 11Q: 3 clusters Score -1.121426e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91802 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -11219106.000000 Penalty: 1121.507690
	Iteration 12Q: 3 clusters Score -1.121911e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96804 members 
Mstep: Class 2 contains 128287 members 
Entering Unmasked Estep 
Score: -11222961.000000 Penalty: 1121.507690
	Iteration 13Q: 3 clusters Score -1.122296e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 123090 members 
Entering Unmasked Estep 
Score: -11225486.000000 Penalty: 1121.507690
	Iteration 14Q: 3 clusters Score -1.122549e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107147 members 
Mstep: Class 2 contains 117944 members 
Entering Unmasked Estep 
Score: -11226815.000000 Penalty: 1121.507690
	Iteration 15Q: 3 clusters Score -1.122682e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112141 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -11227631.000000 Penalty: 1121.507690
	Iteration 16Q: 3 clusters Score -1.122763e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117146 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -11228011.000000 Penalty: 1121.507690
	Iteration 17Q: 3 clusters Score -1.122801e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121926 members 
Mstep: Class 2 contains 103165 members 
Entering Unmasked Estep 
Score: -11228085.000000 Penalty: 1121.507690
	Iteration 18Q: 3 clusters Score -1.122808e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126509 members 
Mstep: Class 2 contains 98582 members 
Entering Unmasked Estep 
Score: -11228316.000000 Penalty: 1121.507690
	Iteration 19Q: 3 clusters Score -1.122832e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130626 members 
Mstep: Class 2 contains 94465 members 
Entering Unmasked Estep 
Score: -11228764.000000 Penalty: 1121.507690
	Iteration 20F: 3 clusters Score -1.122876e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134915 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -11228967.000000 Penalty: 1121.507690
	Iteration 21Q: 3 clusters Score -1.122897e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138774 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -11229024.000000 Penalty: 1121.507690
	Iteration 22Q: 3 clusters Score -1.122902e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142295 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -11229003.000000 Penalty: 1121.507690
	Iteration 23Q: 3 clusters Score -1.1229e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145416 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -11228940.000000 Penalty: 1121.507690
	Iteration 24Q: 3 clusters Score -1.122894e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147996 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -11228789.000000 Penalty: 1121.507690
	Iteration 25Q: 3 clusters Score -1.122879e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150687 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -11228733.000000 Penalty: 1121.507690
	Iteration 26Q: 3 clusters Score -1.122873e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153341 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -11228690.000000 Penalty: 1121.507690
	Iteration 27Q: 3 clusters Score -1.122869e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155984 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -11228737.000000 Penalty: 1121.507690
	Iteration 28Q: 3 clusters Score -1.122874e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158377 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -11228820.000000 Penalty: 1121.507690
	Iteration 29Q: 3 clusters Score -1.122882e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160741 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -11228965.000000 Penalty: 1121.507690
	Iteration 30Q: 3 clusters Score -1.122896e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163036 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -11229466.000000 Penalty: 1121.507690
	Iteration 31Q: 3 clusters Score -1.122947e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -11229785.000000 Penalty: 1121.507690
	Iteration 32Q: 3 clusters Score -1.122978e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166446 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -11229931.000000 Penalty: 1121.507690
	Iteration 33Q: 3 clusters Score -1.122993e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167573 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -11230012.000000 Penalty: 1121.507690
	Iteration 34Q: 3 clusters Score -1.123001e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168500 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -11230091.000000 Penalty: 1121.507690
	Iteration 35Q: 3 clusters Score -1.123009e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169253 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -11230157.000000 Penalty: 1121.507690
	Iteration 36Q: 3 clusters Score -1.123016e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169964 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -11230124.000000 Penalty: 1121.507690
	Iteration 37Q: 3 clusters Score -1.123012e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170706 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -11230123.000000 Penalty: 1121.507690
	Iteration 38Q: 3 clusters Score -1.123012e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171381 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -11230056.000000 Penalty: 1121.507690
	Iteration 39Q: 3 clusters Score -1.123006e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171968 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -11230036.000000 Penalty: 1121.507690
	Iteration 40F: 3 clusters Score -1.123004e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172528 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -11230028.000000 Penalty: 1121.507690
	Iteration 41Q: 3 clusters Score -1.123003e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173048 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -11230049.000000 Penalty: 1121.507690
	Iteration 42Q: 3 clusters Score -1.123005e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173499 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -11229999.000000 Penalty: 1121.507690
	Iteration 43Q: 3 clusters Score -1.123e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173916 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -11229998.000000 Penalty: 1121.507690
	Iteration 44Q: 3 clusters Score -1.123e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174291 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -11229985.000000 Penalty: 1121.507690
	Iteration 45Q: 3 clusters Score -1.122998e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174602 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -11229964.000000 Penalty: 1121.507690
	Iteration 46Q: 3 clusters Score -1.122996e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174757 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -11229912.000000 Penalty: 1121.507690
	Iteration 47Q: 3 clusters Score -1.122991e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174900 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -11229872.000000 Penalty: 1121.507690
	Iteration 48Q: 3 clusters Score -1.122987e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175206 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -11229848.000000 Penalty: 1121.507690
	Iteration 49Q: 3 clusters Score -1.122985e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175386 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -11229848.000000 Penalty: 1121.507690
	Iteration 50Q: 3 clusters Score -1.122985e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175515 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -11229846.000000 Penalty: 1121.507690
	Iteration 51Q: 3 clusters Score -1.122985e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175602 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -11229821.000000 Penalty: 1121.507690
	Iteration 52Q: 3 clusters Score -1.122982e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175725 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -11229804.000000 Penalty: 1121.507690
	Iteration 53Q: 3 clusters Score -1.12298e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175844 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -11229812.000000 Penalty: 1121.507690
	Iteration 54Q: 3 clusters Score -1.122981e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175985 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -11229819.000000 Penalty: 1121.507690
	Iteration 55Q: 3 clusters Score -1.122982e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176048 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -11229808.000000 Penalty: 1121.507690
	Iteration 56Q: 3 clusters Score -1.122981e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176118 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -11229802.000000 Penalty: 1121.507690
	Iteration 57Q: 3 clusters Score -1.12298e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176172 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -11229786.000000 Penalty: 1121.507690
	Iteration 58Q: 3 clusters Score -1.122979e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176221 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -11229766.000000 Penalty: 1121.507690
	Iteration 59Q: 3 clusters Score -1.122977e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176253 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -11229778.000000 Penalty: 1121.507690
	Iteration 60F: 3 clusters Score -1.122978e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176284 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -11229780.000000 Penalty: 1121.507690
	Iteration 61Q: 3 clusters Score -1.122978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -11229793.000000 Penalty: 1121.507690
	Iteration 62Q: 3 clusters Score -1.122979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176266 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -11229789.000000 Penalty: 1121.507690
	Iteration 63Q: 3 clusters Score -1.122979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176279 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -11229793.000000 Penalty: 1121.507690
	Iteration 64Q: 3 clusters Score -1.122979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176286 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -11229781.000000 Penalty: 1121.507690
	Iteration 65Q: 3 clusters Score -1.122978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176305 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -11229783.000000 Penalty: 1121.507690
	Iteration 66Q: 3 clusters Score -1.122978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176311 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -11229776.000000 Penalty: 1121.507690
	Iteration 67Q: 3 clusters Score -1.122978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176323 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -11229773.000000 Penalty: 1121.507690
	Iteration 68Q: 3 clusters Score -1.122977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176319 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -11229776.000000 Penalty: 1121.507690
	Iteration 69Q: 3 clusters Score -1.122978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176321 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -11229774.000000 Penalty: 1121.507690
	Iteration 70Q: 3 clusters Score -1.122977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176326 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -11229767.000000 Penalty: 1121.507690
	Iteration 71Q: 3 clusters Score -1.122977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176329 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -11229770.000000 Penalty: 1121.507690
	Iteration 72Q: 3 clusters Score -1.122977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176328 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -11229770.000000 Penalty: 1121.507690
	Iteration 73Q: 3 clusters Score -1.122977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176327 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -11229769.000000 Penalty: 1121.507690
	Iteration 74Q: 3 clusters Score -1.122977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176319 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -11229779.000000 Penalty: 1121.507690
	Iteration 75Q: 3 clusters Score -1.122978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176319 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -11229779.000000 Penalty: 1121.507690
	Iteration 76F: 3 clusters Score -1.122978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95380 members 
Mstep: Class 4 contains 51311 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 64478 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56182 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 93392 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 176319 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128790 members 
Mstep: Class 40 contains 573 members 
Mstep: Class 41 contains 119585 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 178848 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 22297 members 
Mstep: Class 51 contains 2004 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 227263 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2333 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7084 members 
Mstep: Class 60 contains 160314 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 149 members 
Mstep: Class 63 contains 210 members 
Mstep: Class 64 contains 48772 members 
Entering Unmasked Estep 
Score: -90780136.000000 Penalty: 42198.757812
Splitting cluster 37 changes total score from -90767080.000000 to -90780136.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 38 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -9416.709961 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -9416.71 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 98 members 
Entering Unmasked Estep 
Score: -9131.906250 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -9131.906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9216.437500 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -9216.438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9223.218750 Penalty: 498.738159
	Iteration 2Q: 3 clusters Score -9223.219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9224.895508 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -9224.896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9225.181641 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -9225.182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9229.898438 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -9229.898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9233.256836 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -9233.257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9235.044922 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -9235.045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9235.044922 Penalty: 498.738159
	Iteration 8F: 3 clusters Score -9235.045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (128790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128790 members 
Entering Unmasked Estep 
Score: -6117123.000000 Penalty: 535.350220
	Iteration 0F: 2 clusters Score -6117123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -6029701.000000 Penalty: 1070.700439
	Iteration 0F: 3 clusters Score -6029701 nChanged 63216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 65946 members 
Entering Unmasked Estep 
Score: -6067665.500000 Penalty: 1070.700439
	Iteration 1F: 3 clusters Score -6067666 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -6068473.500000 Penalty: 1070.700439
	Iteration 2Q: 3 clusters Score -6068474 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -6069578.000000 Penalty: 1070.700439
	Iteration 3Q: 3 clusters Score -6069578 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -6071033.500000 Penalty: 1070.700439
	Iteration 4Q: 3 clusters Score -6071034 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -6073286.000000 Penalty: 1070.700439
	Iteration 5Q: 3 clusters Score -6073286 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -6076927.000000 Penalty: 1070.700439
	Iteration 6F: 3 clusters Score -6076927 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 88004 members 
Entering Unmasked Estep 
Score: -6082663.500000 Penalty: 1070.700439
	Iteration 7F: 3 clusters Score -6082664 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 97933 members 
Entering Unmasked Estep 
Score: -6090638.000000 Penalty: 1070.700439
	Iteration 8F: 3 clusters Score -6090638 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 108433 members 
Entering Unmasked Estep 
Score: -6099629.500000 Penalty: 1070.700439
	Iteration 9F: 3 clusters Score -6099630 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 117065 members 
Entering Unmasked Estep 
Score: -6107356.500000 Penalty: 1070.700439
	Iteration 10F: 3 clusters Score -6107356 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -6112411.500000 Penalty: 1070.700439
	Iteration 11Q: 3 clusters Score -6112412 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 125049 members 
Entering Unmasked Estep 
Score: -6114688.500000 Penalty: 1070.700439
	Iteration 12Q: 3 clusters Score -6114688 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 126202 members 
Entering Unmasked Estep 
Score: -6115628.500000 Penalty: 1070.700439
	Iteration 13Q: 3 clusters Score -6115628 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -6116108.000000 Penalty: 1070.700439
	Iteration 14Q: 3 clusters Score -6116108 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 127123 members 
Entering Unmasked Estep 
Score: -6116364.500000 Penalty: 1070.700439
	Iteration 15Q: 3 clusters Score -6116364 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 127310 members 
Entering Unmasked Estep 
Score: -6116525.000000 Penalty: 1070.700439
	Iteration 16Q: 3 clusters Score -6116525 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 127436 members 
Entering Unmasked Estep 
Score: -6116642.500000 Penalty: 1070.700439
	Iteration 17Q: 3 clusters Score -6116642 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 127497 members 
Entering Unmasked Estep 
Score: -6116706.000000 Penalty: 1070.700439
	Iteration 18Q: 3 clusters Score -6116706 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -6116740.500000 Penalty: 1070.700439
	Iteration 19Q: 3 clusters Score -6116740 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -6116786.000000 Penalty: 1070.700439
	Iteration 20F: 3 clusters Score -6116786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 127573 members 
Entering Unmasked Estep 
Score: -6116808.500000 Penalty: 1070.700439
	Iteration 21Q: 3 clusters Score -6116808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
Score: -6116829.000000 Penalty: 1070.700439
	Iteration 22Q: 3 clusters Score -6116829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 127580 members 
Entering Unmasked Estep 
Score: -6116842.500000 Penalty: 1070.700439
	Iteration 23Q: 3 clusters Score -6116842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -6116848.500000 Penalty: 1070.700439
	Iteration 24Q: 3 clusters Score -6116848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 127595 members 
Entering Unmasked Estep 
Score: -6116848.500000 Penalty: 1070.700439
	Iteration 25Q: 3 clusters Score -6116848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 127603 members 
Entering Unmasked Estep 
Score: -6116852.000000 Penalty: 1070.700439
	Iteration 26Q: 3 clusters Score -6116852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 127614 members 
Entering Unmasked Estep 
Score: -6116845.000000 Penalty: 1070.700439
	Iteration 27Q: 3 clusters Score -6116845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 127625 members 
Entering Unmasked Estep 
Score: -6116846.500000 Penalty: 1070.700439
	Iteration 28Q: 3 clusters Score -6116846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 127638 members 
Entering Unmasked Estep 
Score: -6116850.500000 Penalty: 1070.700439
	Iteration 29Q: 3 clusters Score -6116850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 127650 members 
Entering Unmasked Estep 
Score: -6116859.500000 Penalty: 1070.700439
	Iteration 30Q: 3 clusters Score -6116860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 127662 members 
Entering Unmasked Estep 
Score: -6116862.500000 Penalty: 1070.700439
	Iteration 31Q: 3 clusters Score -6116862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 127677 members 
Entering Unmasked Estep 
Score: -6116859.500000 Penalty: 1070.700439
	Iteration 32Q: 3 clusters Score -6116860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 127693 members 
Entering Unmasked Estep 
Score: -6116869.000000 Penalty: 1070.700439
	Iteration 33Q: 3 clusters Score -6116869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 127707 members 
Entering Unmasked Estep 
Score: -6116870.000000 Penalty: 1070.700439
	Iteration 34Q: 3 clusters Score -6116870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 127721 members 
Entering Unmasked Estep 
Score: -6116869.500000 Penalty: 1070.700439
	Iteration 35Q: 3 clusters Score -6116870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 127729 members 
Entering Unmasked Estep 
Score: -6116874.000000 Penalty: 1070.700439
	Iteration 36Q: 3 clusters Score -6116874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 127731 members 
Entering Unmasked Estep 
Score: -6116877.000000 Penalty: 1070.700439
	Iteration 37Q: 3 clusters Score -6116877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 127731 members 
Entering Unmasked Estep 
Score: -6116877.500000 Penalty: 1070.700439
	Iteration 38Q: 3 clusters Score -6116878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 127733 members 
Entering Unmasked Estep 
Score: -6116876.500000 Penalty: 1070.700439
	Iteration 39Q: 3 clusters Score -6116876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 127732 members 
Entering Unmasked Estep 
Score: -6116883.000000 Penalty: 1070.700439
	Iteration 40F: 3 clusters Score -6116883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 127728 members 
Entering Unmasked Estep 
Score: -6116887.500000 Penalty: 1070.700439
	Iteration 41Q: 3 clusters Score -6116888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 127729 members 
Entering Unmasked Estep 
Score: -6116888.000000 Penalty: 1070.700439
	Iteration 42Q: 3 clusters Score -6116888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 127730 members 
Entering Unmasked Estep 
Score: -6116887.500000 Penalty: 1070.700439
	Iteration 43Q: 3 clusters Score -6116888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 127733 members 
Entering Unmasked Estep 
Score: -6116887.500000 Penalty: 1070.700439
	Iteration 44Q: 3 clusters Score -6116888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 127733 members 
Entering Unmasked Estep 
Score: -6116884.000000 Penalty: 1070.700439
	Iteration 45Q: 3 clusters Score -6116884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 127734 members 
Entering Unmasked Estep 
Score: -6116882.000000 Penalty: 1070.700439
	Iteration 46Q: 3 clusters Score -6116882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 127734 members 
Entering Unmasked Estep 
Score: -6116882.500000 Penalty: 1070.700439
	Iteration 47Q: 3 clusters Score -6116882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 127735 members 
Entering Unmasked Estep 
Score: -6116881.500000 Penalty: 1070.700439
	Iteration 48Q: 3 clusters Score -6116882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 127735 members 
Entering Unmasked Estep 
Score: -6116881.500000 Penalty: 1070.700439
	Iteration 49F: 3 clusters Score -6116882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -26458.552734 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -26458.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25958.546875 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -25958.55 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26247.269531 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -26247.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26353.320312 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -26353.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26435.160156 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -26435.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26492.855469 Penalty: 577.930603
	Iteration 4F: 3 clusters Score -26492.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26574.757812 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -26574.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26637.519531 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -26637.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26683.882812 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -26683.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26704.687500 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -26704.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26710.207031 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -26710.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26717.515625 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -26717.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26746.439453 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -26746.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26755.947266 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -26755.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26759.671875 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -26759.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26760.292969 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -26760.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26760.292969 Penalty: 577.930603
	Iteration 15F: 3 clusters Score -26760.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95380 members 
Mstep: Class 4 contains 51311 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 64478 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56182 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 93392 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 176319 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128790 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 119585 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 178848 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 1049 members 
Mstep: Class 50 contains 22297 members 
Mstep: Class 51 contains 2004 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 227263 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2333 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7084 members 
Mstep: Class 60 contains 160314 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 149 members 
Mstep: Class 63 contains 210 members 
Mstep: Class 64 contains 48772 members 
Mstep: Class 65 contains 218 members 
Entering Unmasked Estep 
Score: -90779776.000000 Penalty: 42858.113281
Splitting cluster 40 changes total score from -90767080.000000 to -90779776.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 41 (119585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119585 members 
Entering Unmasked Estep 
Score: -5899066.500000 Penalty: 531.976135
	Iteration 0F: 2 clusters Score -5899066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -5818272.500000 Penalty: 1063.952271
	Iteration 0F: 3 clusters Score -5818272 nChanged 58622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -5856202.500000 Penalty: 1063.952271
	Iteration 1F: 3 clusters Score -5856202 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -5859497.000000 Penalty: 1063.952271
	Iteration 2F: 3 clusters Score -5859497 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -5865156.500000 Penalty: 1063.952271
	Iteration 3F: 3 clusters Score -5865156 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -5873471.500000 Penalty: 1063.952271
	Iteration 4F: 3 clusters Score -5873472 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83694 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -5882107.000000 Penalty: 1063.952271
	Iteration 5F: 3 clusters Score -5882107 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -5887445.500000 Penalty: 1063.952271
	Iteration 6F: 3 clusters Score -5887446 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -5890373.000000 Penalty: 1063.952271
	Iteration 7Q: 3 clusters Score -5890373 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -5892554.500000 Penalty: 1063.952271
	Iteration 8Q: 3 clusters Score -5892554 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -5894214.000000 Penalty: 1063.952271
	Iteration 9Q: 3 clusters Score -5894214 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -5895368.500000 Penalty: 1063.952271
	Iteration 10Q: 3 clusters Score -5895368 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -5896096.000000 Penalty: 1063.952271
	Iteration 11Q: 3 clusters Score -5896096 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -5896479.500000 Penalty: 1063.952271
	Iteration 12Q: 3 clusters Score -5896480 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -5896698.500000 Penalty: 1063.952271
	Iteration 13Q: 3 clusters Score -5896698 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -5896845.000000 Penalty: 1063.952271
	Iteration 14Q: 3 clusters Score -5896845 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -5896912.000000 Penalty: 1063.952271
	Iteration 15Q: 3 clusters Score -5896912 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -5896947.000000 Penalty: 1063.952271
	Iteration 16Q: 3 clusters Score -5896947 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -5896994.000000 Penalty: 1063.952271
	Iteration 17Q: 3 clusters Score -5896994 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -5897048.500000 Penalty: 1063.952271
	Iteration 18Q: 3 clusters Score -5897048 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89727 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -5897077.000000 Penalty: 1063.952271
	Iteration 19Q: 3 clusters Score -5897077 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -5897088.000000 Penalty: 1063.952271
	Iteration 20F: 3 clusters Score -5897088 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -5897103.500000 Penalty: 1063.952271
	Iteration 21Q: 3 clusters Score -5897104 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -5897124.500000 Penalty: 1063.952271
	Iteration 22Q: 3 clusters Score -5897124 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90957 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -5897126.000000 Penalty: 1063.952271
	Iteration 23Q: 3 clusters Score -5897126 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -5897137.000000 Penalty: 1063.952271
	Iteration 24Q: 3 clusters Score -5897137 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -5897155.000000 Penalty: 1063.952271
	Iteration 25Q: 3 clusters Score -5897155 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -5897144.500000 Penalty: 1063.952271
	Iteration 26Q: 3 clusters Score -5897144 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -5897148.000000 Penalty: 1063.952271
	Iteration 27Q: 3 clusters Score -5897148 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92530 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -5897135.500000 Penalty: 1063.952271
	Iteration 28Q: 3 clusters Score -5897136 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92832 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -5897144.500000 Penalty: 1063.952271
	Iteration 29Q: 3 clusters Score -5897144 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -5897156.000000 Penalty: 1063.952271
	Iteration 30Q: 3 clusters Score -5897156 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -5897169.500000 Penalty: 1063.952271
	Iteration 31Q: 3 clusters Score -5897170 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -5897180.500000 Penalty: 1063.952271
	Iteration 32Q: 3 clusters Score -5897180 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -5897171.500000 Penalty: 1063.952271
	Iteration 33Q: 3 clusters Score -5897172 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94000 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -5897174.500000 Penalty: 1063.952271
	Iteration 34Q: 3 clusters Score -5897174 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94201 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -5897161.500000 Penalty: 1063.952271
	Iteration 35Q: 3 clusters Score -5897162 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -5897167.500000 Penalty: 1063.952271
	Iteration 36Q: 3 clusters Score -5897168 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94619 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -5897194.000000 Penalty: 1063.952271
	Iteration 37Q: 3 clusters Score -5897194 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -5897202.000000 Penalty: 1063.952271
	Iteration 38Q: 3 clusters Score -5897202 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -5897240.500000 Penalty: 1063.952271
	Iteration 39Q: 3 clusters Score -5897240 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -5897246.500000 Penalty: 1063.952271
	Iteration 40F: 3 clusters Score -5897246 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -5897265.500000 Penalty: 1063.952271
	Iteration 41Q: 3 clusters Score -5897266 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -5897275.000000 Penalty: 1063.952271
	Iteration 42Q: 3 clusters Score -5897275 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -5897265.500000 Penalty: 1063.952271
	Iteration 43Q: 3 clusters Score -5897266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5897281.500000 Penalty: 1063.952271
	Iteration 44Q: 3 clusters Score -5897282 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -5897264.500000 Penalty: 1063.952271
	Iteration 45Q: 3 clusters Score -5897264 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -5897274.000000 Penalty: 1063.952271
	Iteration 46Q: 3 clusters Score -5897274 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -5897285.000000 Penalty: 1063.952271
	Iteration 47Q: 3 clusters Score -5897285 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -5897283.000000 Penalty: 1063.952271
	Iteration 48Q: 3 clusters Score -5897283 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -5897267.500000 Penalty: 1063.952271
	Iteration 49Q: 3 clusters Score -5897268 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5897278.000000 Penalty: 1063.952271
	Iteration 50Q: 3 clusters Score -5897278 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5897301.000000 Penalty: 1063.952271
	Iteration 51Q: 3 clusters Score -5897301 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5897313.500000 Penalty: 1063.952271
	Iteration 52Q: 3 clusters Score -5897314 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -5897325.500000 Penalty: 1063.952271
	Iteration 53Q: 3 clusters Score -5897326 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -5897326.000000 Penalty: 1063.952271
	Iteration 54Q: 3 clusters Score -5897326 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98165 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -5897335.000000 Penalty: 1063.952271
	Iteration 55Q: 3 clusters Score -5897335 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -5897340.000000 Penalty: 1063.952271
	Iteration 56Q: 3 clusters Score -5897340 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -5897345.000000 Penalty: 1063.952271
	Iteration 57Q: 3 clusters Score -5897345 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98642 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -5897330.500000 Penalty: 1063.952271
	Iteration 58Q: 3 clusters Score -5897330 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5897325.500000 Penalty: 1063.952271
	Iteration 59Q: 3 clusters Score -5897326 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98946 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -5897327.000000 Penalty: 1063.952271
	Iteration 60F: 3 clusters Score -5897327 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -5897327.500000 Penalty: 1063.952271
	Iteration 61Q: 3 clusters Score -5897328 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99257 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -5897341.500000 Penalty: 1063.952271
	Iteration 62Q: 3 clusters Score -5897342 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -5897331.000000 Penalty: 1063.952271
	Iteration 63Q: 3 clusters Score -5897331 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -5897326.000000 Penalty: 1063.952271
	Iteration 64Q: 3 clusters Score -5897326 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99718 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -5897296.000000 Penalty: 1063.952271
	Iteration 65Q: 3 clusters Score -5897296 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -5897311.500000 Penalty: 1063.952271
	Iteration 66Q: 3 clusters Score -5897312 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -5897319.000000 Penalty: 1063.952271
	Iteration 67Q: 3 clusters Score -5897319 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100203 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -5897318.000000 Penalty: 1063.952271
	Iteration 68Q: 3 clusters Score -5897318 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100390 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -5897319.500000 Penalty: 1063.952271
	Iteration 69Q: 3 clusters Score -5897320 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -5897324.500000 Penalty: 1063.952271
	Iteration 70Q: 3 clusters Score -5897324 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100777 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5897361.500000 Penalty: 1063.952271
	Iteration 71Q: 3 clusters Score -5897362 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -5897376.500000 Penalty: 1063.952271
	Iteration 72Q: 3 clusters Score -5897376 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -5897389.000000 Penalty: 1063.952271
	Iteration 73Q: 3 clusters Score -5897389 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101408 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -5897360.500000 Penalty: 1063.952271
	Iteration 74Q: 3 clusters Score -5897360 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -5897359.000000 Penalty: 1063.952271
	Iteration 75Q: 3 clusters Score -5897359 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101881 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -5897388.500000 Penalty: 1063.952271
	Iteration 76Q: 3 clusters Score -5897388 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102132 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5897410.500000 Penalty: 1063.952271
	Iteration 77Q: 3 clusters Score -5897410 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102372 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -5897434.000000 Penalty: 1063.952271
	Iteration 78Q: 3 clusters Score -5897434 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -5897456.000000 Penalty: 1063.952271
	Iteration 79Q: 3 clusters Score -5897456 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -5897447.500000 Penalty: 1063.952271
	Iteration 80F: 3 clusters Score -5897448 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -5897465.000000 Penalty: 1063.952271
	Iteration 81Q: 3 clusters Score -5897465 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103308 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -5897508.000000 Penalty: 1063.952271
	Iteration 82Q: 3 clusters Score -5897508 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103567 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -5897526.500000 Penalty: 1063.952271
	Iteration 83Q: 3 clusters Score -5897526 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103817 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5897533.500000 Penalty: 1063.952271
	Iteration 84Q: 3 clusters Score -5897534 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104067 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -5897542.500000 Penalty: 1063.952271
	Iteration 85Q: 3 clusters Score -5897542 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -5897564.500000 Penalty: 1063.952271
	Iteration 86Q: 3 clusters Score -5897564 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -5897558.000000 Penalty: 1063.952271
	Iteration 87Q: 3 clusters Score -5897558 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -5897557.500000 Penalty: 1063.952271
	Iteration 88Q: 3 clusters Score -5897558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104888 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -5897580.000000 Penalty: 1063.952271
	Iteration 89Q: 3 clusters Score -5897580 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5897605.000000 Penalty: 1063.952271
	Iteration 90Q: 3 clusters Score -5897605 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -5897613.500000 Penalty: 1063.952271
	Iteration 91Q: 3 clusters Score -5897614 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105448 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -5897577.500000 Penalty: 1063.952271
	Iteration 92Q: 3 clusters Score -5897578 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105616 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5897577.000000 Penalty: 1063.952271
	Iteration 93Q: 3 clusters Score -5897577 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105753 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -5897585.000000 Penalty: 1063.952271
	Iteration 94Q: 3 clusters Score -5897585 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105878 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -5897606.500000 Penalty: 1063.952271
	Iteration 95Q: 3 clusters Score -5897606 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -5897608.000000 Penalty: 1063.952271
	Iteration 96Q: 3 clusters Score -5897608 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106156 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -5897600.000000 Penalty: 1063.952271
	Iteration 97Q: 3 clusters Score -5897600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106275 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -5897613.000000 Penalty: 1063.952271
	Iteration 98Q: 3 clusters Score -5897613 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106386 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -5897604.000000 Penalty: 1063.952271
	Iteration 99Q: 3 clusters Score -5897604 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -5897588.000000 Penalty: 1063.952271
	Iteration 100F: 3 clusters Score -5897588 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106591 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -5897592.500000 Penalty: 1063.952271
	Iteration 101Q: 3 clusters Score -5897592 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -5897596.000000 Penalty: 1063.952271
	Iteration 102Q: 3 clusters Score -5897596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106798 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -5897592.000000 Penalty: 1063.952271
	Iteration 103Q: 3 clusters Score -5897592 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106898 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -5897579.000000 Penalty: 1063.952271
	Iteration 104Q: 3 clusters Score -5897579 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107003 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -5897577.000000 Penalty: 1063.952271
	Iteration 105Q: 3 clusters Score -5897577 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107111 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5897575.000000 Penalty: 1063.952271
	Iteration 106Q: 3 clusters Score -5897575 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -5897573.500000 Penalty: 1063.952271
	Iteration 107Q: 3 clusters Score -5897574 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107334 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -5897582.000000 Penalty: 1063.952271
	Iteration 108Q: 3 clusters Score -5897582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -5897579.000000 Penalty: 1063.952271
	Iteration 109Q: 3 clusters Score -5897579 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107498 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -5897600.000000 Penalty: 1063.952271
	Iteration 110Q: 3 clusters Score -5897600 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -5897612.000000 Penalty: 1063.952271
	Iteration 111Q: 3 clusters Score -5897612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -5897603.000000 Penalty: 1063.952271
	Iteration 112Q: 3 clusters Score -5897603 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107807 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -5897608.000000 Penalty: 1063.952271
	Iteration 113Q: 3 clusters Score -5897608 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107915 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -5897628.500000 Penalty: 1063.952271
	Iteration 114Q: 3 clusters Score -5897628 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -5897628.500000 Penalty: 1063.952271
	Iteration 115Q: 3 clusters Score -5897628 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -5897627.500000 Penalty: 1063.952271
	Iteration 116Q: 3 clusters Score -5897628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108258 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -5897627.000000 Penalty: 1063.952271
	Iteration 117Q: 3 clusters Score -5897627 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108353 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -5897618.500000 Penalty: 1063.952271
	Iteration 118Q: 3 clusters Score -5897618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108453 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -5897631.500000 Penalty: 1063.952271
	Iteration 119Q: 3 clusters Score -5897632 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5897646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5897639 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108792 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -5897643.500000 Penalty: 1063.952271
	Iteration 122Q: 3 clusters Score -5897644 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108904 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5897645 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109014 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5897630 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5897627 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5897628 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109354 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -5897602.500000 Penalty: 1063.952271
	Iteration 127Q: 3 clusters Score -5897602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -5897610.500000 Penalty: 1063.952271
	Iteration 128Q: 3 clusters Score -5897610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5897610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109607 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -5897611.500000 Penalty: 1063.952271
	Iteration 130Q: 3 clusters Score -5897612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109686 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -5897623.500000 Penalty: 1063.952271
	Iteration 131Q: 3 clusters Score -5897624 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -5897626.500000 Penalty: 1063.952271
	Iteration 132Q: 3 clusters Score -5897626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109830 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -5897620.500000 Penalty: 1063.952271
	Iteration 133Q: 3 clusters Score -5897620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -5897622.500000 Penalty: 1063.952271
	Iteration 134Q: 3 clusters Score -5897622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109993 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -5897628.500000 Penalty: 1063.952271
	Iteration 135Q: 3 clusters Score -5897628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -5897639.000000 Penalty: 1063.952271
	Iteration 136Q: 3 clusters Score -5897639 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -5897639.000000 Penalty: 1063.952271
	Iteration 137Q: 3 clusters Score -5897639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -5897641.000000 Penalty: 1063.952271
	Iteration 138Q: 3 clusters Score -5897641 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110266 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -5897648.000000 Penalty: 1063.952271
	Iteration 139Q: 3 clusters Score -5897648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110348 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -5897640.000000 Penalty: 1063.952271
	Iteration 140F: 3 clusters Score -5897640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -5897649.000000 Penalty: 1063.952271
	Iteration 141Q: 3 clusters Score -5897649 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110506 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -5897637.500000 Penalty: 1063.952271
	Iteration 142Q: 3 clusters Score -5897638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -5897650.500000 Penalty: 1063.952271
	Iteration 143Q: 3 clusters Score -5897650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110700 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -5897649.000000 Penalty: 1063.952271
	Iteration 144Q: 3 clusters Score -5897649 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110801 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -5897640.000000 Penalty: 1063.952271
	Iteration 145Q: 3 clusters Score -5897640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110913 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -5897660.500000 Penalty: 1063.952271
	Iteration 146Q: 3 clusters Score -5897660 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111044 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -5897663.500000 Penalty: 1063.952271
	Iteration 147Q: 3 clusters Score -5897664 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111170 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -5897668.500000 Penalty: 1063.952271
	Iteration 148Q: 3 clusters Score -5897668 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111325 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -5897652.500000 Penalty: 1063.952271
	Iteration 149Q: 3 clusters Score -5897652 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111486 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -5897645.000000 Penalty: 1063.952271
	Iteration 150Q: 3 clusters Score -5897645 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111668 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -5897663.000000 Penalty: 1063.952271
	Iteration 151Q: 3 clusters Score -5897663 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5897666 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112002 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -5897673.000000 Penalty: 1063.952271
	Iteration 153Q: 3 clusters Score -5897673 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112162 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5897673 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112324 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -5897671.000000 Penalty: 1063.952271
	Iteration 155Q: 3 clusters Score -5897671 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112459 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -5897682.500000 Penalty: 1063.952271
	Iteration 156Q: 3 clusters Score -5897682 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112571 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -5897695.500000 Penalty: 1063.952271
	Iteration 157Q: 3 clusters Score -5897696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112683 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -5897710.000000 Penalty: 1063.952271
	Iteration 158Q: 3 clusters Score -5897710 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112816 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -5897716.500000 Penalty: 1063.952271
	Iteration 159Q: 3 clusters Score -5897716 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112949 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -5897719.000000 Penalty: 1063.952271
	Iteration 160F: 3 clusters Score -5897719 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113085 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5897720 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113222 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -5897732.500000 Penalty: 1063.952271
	Iteration 162Q: 3 clusters Score -5897732 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113363 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -5897759.500000 Penalty: 1063.952271
	Iteration 163Q: 3 clusters Score -5897760 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113522 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -5897794.000000 Penalty: 1063.952271
	Iteration 164Q: 3 clusters Score -5897794 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113675 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -5897790.000000 Penalty: 1063.952271
	Iteration 165Q: 3 clusters Score -5897790 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -5897821.500000 Penalty: 1063.952271
	Iteration 166Q: 3 clusters Score -5897822 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114007 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -5897835.000000 Penalty: 1063.952271
	Iteration 167Q: 3 clusters Score -5897835 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114188 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -5897845.000000 Penalty: 1063.952271
	Iteration 168Q: 3 clusters Score -5897845 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114351 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -5897863.500000 Penalty: 1063.952271
	Iteration 169Q: 3 clusters Score -5897864 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5897868 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5897879.000000 Penalty: 1063.952271
	Iteration 171Q: 3 clusters Score -5897879 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114833 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -5897871.500000 Penalty: 1063.952271
	Iteration 172Q: 3 clusters Score -5897872 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115007 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -5897881.500000 Penalty: 1063.952271
	Iteration 173Q: 3 clusters Score -5897882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115171 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -5897920.000000 Penalty: 1063.952271
	Iteration 174Q: 3 clusters Score -5897920 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115352 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -5897933.000000 Penalty: 1063.952271
	Iteration 175Q: 3 clusters Score -5897933 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115522 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5897952.500000 Penalty: 1063.952271
	Iteration 176Q: 3 clusters Score -5897952 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115696 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5897961.500000 Penalty: 1063.952271
	Iteration 177Q: 3 clusters Score -5897962 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5897994.500000 Penalty: 1063.952271
	Iteration 178Q: 3 clusters Score -5897994 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116027 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5898041.500000 Penalty: 1063.952271
	Iteration 179Q: 3 clusters Score -5898042 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116189 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5898037.000000 Penalty: 1063.952271
	Iteration 180F: 3 clusters Score -5898037 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116347 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5898084.000000 Penalty: 1063.952271
	Iteration 181Q: 3 clusters Score -5898084 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116511 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5898118.500000 Penalty: 1063.952271
	Iteration 182Q: 3 clusters Score -5898118 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116647 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5898144.000000 Penalty: 1063.952271
	Iteration 183Q: 3 clusters Score -5898144 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116772 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5898157.500000 Penalty: 1063.952271
	Iteration 184Q: 3 clusters Score -5898158 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116891 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5898177.000000 Penalty: 1063.952271
	Iteration 185Q: 3 clusters Score -5898177 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117013 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5898182.500000 Penalty: 1063.952271
	Iteration 186Q: 3 clusters Score -5898182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117127 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5898191.000000 Penalty: 1063.952271
	Iteration 187Q: 3 clusters Score -5898191 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117248 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5898214.500000 Penalty: 1063.952271
	Iteration 188Q: 3 clusters Score -5898214 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5898249.000000 Penalty: 1063.952271
	Iteration 189Q: 3 clusters Score -5898249 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117499 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5898272.500000 Penalty: 1063.952271
	Iteration 190Q: 3 clusters Score -5898272 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117630 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5898291.000000 Penalty: 1063.952271
	Iteration 191Q: 3 clusters Score -5898291 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5898333.000000 Penalty: 1063.952271
	Iteration 192Q: 3 clusters Score -5898333 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117895 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5898364.000000 Penalty: 1063.952271
	Iteration 193Q: 3 clusters Score -5898364 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118018 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5898391.000000 Penalty: 1063.952271
	Iteration 194Q: 3 clusters Score -5898391 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118122 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5898421.000000 Penalty: 1063.952271
	Iteration 195Q: 3 clusters Score -5898421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118217 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5898450.000000 Penalty: 1063.952271
	Iteration 196Q: 3 clusters Score -5898450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118299 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5898477.000000 Penalty: 1063.952271
	Iteration 197Q: 3 clusters Score -5898477 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118377 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5898502.000000 Penalty: 1063.952271
	Iteration 198Q: 3 clusters Score -5898502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118442 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5898512.500000 Penalty: 1063.952271
	Iteration 199Q: 3 clusters Score -5898512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118507 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5898537.000000 Penalty: 1063.952271
	Iteration 200F: 3 clusters Score -5898537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118568 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5898544.000000 Penalty: 1063.952271
	Iteration 201Q: 3 clusters Score -5898544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118609 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5898556.000000 Penalty: 1063.952271
	Iteration 202Q: 3 clusters Score -5898556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118646 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5898559.000000 Penalty: 1063.952271
	Iteration 203Q: 3 clusters Score -5898559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118674 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5898563.500000 Penalty: 1063.952271
	Iteration 204Q: 3 clusters Score -5898564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118704 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5898569.500000 Penalty: 1063.952271
	Iteration 205Q: 3 clusters Score -5898570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118734 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5898578.500000 Penalty: 1063.952271
	Iteration 206Q: 3 clusters Score -5898578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5898583.500000 Penalty: 1063.952271
	Iteration 207Q: 3 clusters Score -5898584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5898586.500000 Penalty: 1063.952271
	Iteration 208Q: 3 clusters Score -5898586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118814 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5898588.500000 Penalty: 1063.952271
	Iteration 209Q: 3 clusters Score -5898588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5898596.000000 Penalty: 1063.952271
	Iteration 210Q: 3 clusters Score -5898596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118850 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5898600.500000 Penalty: 1063.952271
	Iteration 211Q: 3 clusters Score -5898600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118867 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5898606.500000 Penalty: 1063.952271
	Iteration 212Q: 3 clusters Score -5898606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118886 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5898620.000000 Penalty: 1063.952271
	Iteration 213Q: 3 clusters Score -5898620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118906 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5898624.500000 Penalty: 1063.952271
	Iteration 214Q: 3 clusters Score -5898624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118918 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5898617.000000 Penalty: 1063.952271
	Iteration 215Q: 3 clusters Score -5898617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118923 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5898618.000000 Penalty: 1063.952271
	Iteration 216Q: 3 clusters Score -5898618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5898617.000000 Penalty: 1063.952271
	Iteration 217Q: 3 clusters Score -5898617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118930 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5898620.000000 Penalty: 1063.952271
	Iteration 218Q: 3 clusters Score -5898620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118934 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5898617.000000 Penalty: 1063.952271
	Iteration 219Q: 3 clusters Score -5898617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118939 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5898623.000000 Penalty: 1063.952271
	Iteration 220F: 3 clusters Score -5898623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118942 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5898620.500000 Penalty: 1063.952271
	Iteration 221Q: 3 clusters Score -5898620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118944 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5898622.000000 Penalty: 1063.952271
	Iteration 222Q: 3 clusters Score -5898622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5898621.500000 Penalty: 1063.952271
	Iteration 223Q: 3 clusters Score -5898622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118950 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5898627.000000 Penalty: 1063.952271
	Iteration 224Q: 3 clusters Score -5898627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118952 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5898627.500000 Penalty: 1063.952271
	Iteration 225Q: 3 clusters Score -5898628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118956 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5898629.500000 Penalty: 1063.952271
	Iteration 226Q: 3 clusters Score -5898630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118958 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5898628.500000 Penalty: 1063.952271
	Iteration 227Q: 3 clusters Score -5898628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5898625.500000 Penalty: 1063.952271
	Iteration 228Q: 3 clusters Score -5898626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118972 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5898630.500000 Penalty: 1063.952271
	Iteration 229Q: 3 clusters Score -5898630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118983 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5898636.500000 Penalty: 1063.952271
	Iteration 230Q: 3 clusters Score -5898636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118989 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5898633.000000 Penalty: 1063.952271
	Iteration 231Q: 3 clusters Score -5898633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5898634.000000 Penalty: 1063.952271
	Iteration 232Q: 3 clusters Score -5898634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119001 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5898637.500000 Penalty: 1063.952271
	Iteration 233Q: 3 clusters Score -5898638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119005 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5898641.500000 Penalty: 1063.952271
	Iteration 234Q: 3 clusters Score -5898642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119008 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5898644.500000 Penalty: 1063.952271
	Iteration 235Q: 3 clusters Score -5898644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119016 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5898644.000000 Penalty: 1063.952271
	Iteration 236Q: 3 clusters Score -5898644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119021 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5898644.000000 Penalty: 1063.952271
	Iteration 237Q: 3 clusters Score -5898644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119029 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5898644.500000 Penalty: 1063.952271
	Iteration 238Q: 3 clusters Score -5898644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119040 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5898648.000000 Penalty: 1063.952271
	Iteration 239Q: 3 clusters Score -5898648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119051 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5898654.000000 Penalty: 1063.952271
	Iteration 240F: 3 clusters Score -5898654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119060 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5898657.000000 Penalty: 1063.952271
	Iteration 241Q: 3 clusters Score -5898657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119070 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5898662.000000 Penalty: 1063.952271
	Iteration 242Q: 3 clusters Score -5898662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119071 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5898665.000000 Penalty: 1063.952271
	Iteration 243Q: 3 clusters Score -5898665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119074 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5898664.500000 Penalty: 1063.952271
	Iteration 244Q: 3 clusters Score -5898664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119079 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5898670.000000 Penalty: 1063.952271
	Iteration 245Q: 3 clusters Score -5898670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5898667.500000 Penalty: 1063.952271
	Iteration 246Q: 3 clusters Score -5898668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5898668.000000 Penalty: 1063.952271
	Iteration 247Q: 3 clusters Score -5898668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119085 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5898665.000000 Penalty: 1063.952271
	Iteration 248Q: 3 clusters Score -5898665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119085 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5898663.000000 Penalty: 1063.952271
	Iteration 249Q: 3 clusters Score -5898663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119086 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5898667.000000 Penalty: 1063.952271
	Iteration 250Q: 3 clusters Score -5898667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119091 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5898665.500000 Penalty: 1063.952271
	Iteration 251Q: 3 clusters Score -5898666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119096 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5898664.000000 Penalty: 1063.952271
	Iteration 252Q: 3 clusters Score -5898664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119101 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5898666.500000 Penalty: 1063.952271
	Iteration 253Q: 3 clusters Score -5898666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119106 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5898668.500000 Penalty: 1063.952271
	Iteration 254Q: 3 clusters Score -5898668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119112 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5898670.000000 Penalty: 1063.952271
	Iteration 255Q: 3 clusters Score -5898670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119113 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5898668.500000 Penalty: 1063.952271
	Iteration 256Q: 3 clusters Score -5898668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119112 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5898667.000000 Penalty: 1063.952271
	Iteration 257Q: 3 clusters Score -5898667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119112 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5898669.500000 Penalty: 1063.952271
	Iteration 258Q: 3 clusters Score -5898670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119113 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5898668.000000 Penalty: 1063.952271
	Iteration 259Q: 3 clusters Score -5898668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119113 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5898668.000000 Penalty: 1063.952271
	Iteration 260F: 3 clusters Score -5898668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -1712.419189 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -1712.419 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 47 members 
Entering Unmasked Estep 
Score: -1538.444580 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -1538.445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1617.185791 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -1617.186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1623.238403 Penalty: 414.402802
	Iteration 2Q: 3 clusters Score -1623.238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1626.269653 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -1626.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1626.269653 Penalty: 414.402802
	Iteration 4F: 3 clusters Score -1626.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Entering Unmasked Estep 
Score: -105932.468750 Penalty: 348.642303
	Iteration 0F: 2 clusters Score -105932.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -104433.070312 Penalty: 697.284607
	Iteration 0F: 3 clusters Score -104433.1 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -105045.625000 Penalty: 697.284607
	Iteration 1F: 3 clusters Score -105045.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -105227.187500 Penalty: 697.284607
	Iteration 2F: 3 clusters Score -105227.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -105411.625000 Penalty: 697.284607
	Iteration 3F: 3 clusters Score -105411.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -105638.890625 Penalty: 697.284607
	Iteration 4F: 3 clusters Score -105638.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -105782.867188 Penalty: 697.284607
	Iteration 5F: 3 clusters Score -105782.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -105828.539062 Penalty: 697.284607
	Iteration 6Q: 3 clusters Score -105828.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -105844.367188 Penalty: 697.284607
	Iteration 7Q: 3 clusters Score -105844.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -105852.523438 Penalty: 697.284607
	Iteration 8Q: 3 clusters Score -105852.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -105855.234375 Penalty: 697.284607
	Iteration 9Q: 3 clusters Score -105855.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -105857.460938 Penalty: 697.284607
	Iteration 10Q: 3 clusters Score -105857.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -105858.921875 Penalty: 697.284607
	Iteration 11Q: 3 clusters Score -105858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -105859.171875 Penalty: 697.284607
	Iteration 12Q: 3 clusters Score -105859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -105859.351562 Penalty: 697.284607
	Iteration 13Q: 3 clusters Score -105859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -105859.492188 Penalty: 697.284607
	Iteration 14Q: 3 clusters Score -105859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -105859.492188 Penalty: 697.284607
	Iteration 15F: 3 clusters Score -105859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (178848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178848 members 
Entering Unmasked Estep 
Score: -8868713.000000 Penalty: 550.290283
	Iteration 0F: 2 clusters Score -8868713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89615 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -8749551.000000 Penalty: 1100.580566
	Iteration 0F: 3 clusters Score -8749551 nChanged 87836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -8804777.000000 Penalty: 1100.580566
	Iteration 1F: 3 clusters Score -8804777 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -8808240.000000 Penalty: 1100.580566
	Iteration 2Q: 3 clusters Score -8808240 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -8813591.000000 Penalty: 1100.580566
	Iteration 3Q: 3 clusters Score -8813591 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -8820919.000000 Penalty: 1100.580566
	Iteration 4F: 3 clusters Score -8820919 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107648 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -8829666.000000 Penalty: 1100.580566
	Iteration 5F: 3 clusters Score -8829666 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -8836328.000000 Penalty: 1100.580566
	Iteration 6F: 3 clusters Score -8836328 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -8839643.000000 Penalty: 1100.580566
	Iteration 7Q: 3 clusters Score -8839643 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115623 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -8840721.000000 Penalty: 1100.580566
	Iteration 8Q: 3 clusters Score -8840721 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117701 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -8841197.000000 Penalty: 1100.580566
	Iteration 9Q: 3 clusters Score -8841197 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119892 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -8841609.000000 Penalty: 1100.580566
	Iteration 10Q: 3 clusters Score -8841609 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122232 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -8842142.000000 Penalty: 1100.580566
	Iteration 11Q: 3 clusters Score -8842142 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124812 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -8842630.000000 Penalty: 1100.580566
	Iteration 12Q: 3 clusters Score -8842630 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -8843127.000000 Penalty: 1100.580566
	Iteration 13Q: 3 clusters Score -8843127 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130594 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -8843825.000000 Penalty: 1100.580566
	Iteration 14Q: 3 clusters Score -8843825 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133811 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -8844557.000000 Penalty: 1100.580566
	Iteration 15Q: 3 clusters Score -8844557 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137273 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -8845588.000000 Penalty: 1100.580566
	Iteration 16Q: 3 clusters Score -8845588 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140811 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -8846628.000000 Penalty: 1100.580566
	Iteration 17Q: 3 clusters Score -8846628 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144525 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -8847951.000000 Penalty: 1100.580566
	Iteration 18Q: 3 clusters Score -8847951 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148294 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -8849341.000000 Penalty: 1100.580566
	Iteration 19Q: 3 clusters Score -8849341 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152169 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -8851077.000000 Penalty: 1100.580566
	Iteration 20F: 3 clusters Score -8851077 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156090 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -8852999.000000 Penalty: 1100.580566
	Iteration 21Q: 3 clusters Score -8852999 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159994 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -8855030.000000 Penalty: 1100.580566
	Iteration 22Q: 3 clusters Score -8855030 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -8857063.000000 Penalty: 1100.580566
	Iteration 23Q: 3 clusters Score -8857063 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167175 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -8859321.000000 Penalty: 1100.580566
	Iteration 24Q: 3 clusters Score -8859321 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170306 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -8861356.000000 Penalty: 1100.580566
	Iteration 25Q: 3 clusters Score -8861356 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173102 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -8863476.000000 Penalty: 1100.580566
	Iteration 26Q: 3 clusters Score -8863476 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175331 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -8865245.000000 Penalty: 1100.580566
	Iteration 27Q: 3 clusters Score -8865245 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176909 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8866576.000000 Penalty: 1100.580566
	Iteration 28Q: 3 clusters Score -8866576 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177843 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8867348.000000 Penalty: 1100.580566
	Iteration 29Q: 3 clusters Score -8867348 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178366 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8867803.000000 Penalty: 1100.580566
	Iteration 30Q: 3 clusters Score -8867803 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178597 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8868036.000000 Penalty: 1100.580566
	Iteration 31Q: 3 clusters Score -8868036 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178699 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8868124.000000 Penalty: 1100.580566
	Iteration 32Q: 3 clusters Score -8868124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178742 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8868164.000000 Penalty: 1100.580566
	Iteration 33Q: 3 clusters Score -8868164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8868193.000000 Penalty: 1100.580566
	Iteration 34Q: 3 clusters Score -8868193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178773 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8868217.000000 Penalty: 1100.580566
	Iteration 35Q: 3 clusters Score -8868217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178778 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8868221.000000 Penalty: 1100.580566
	Iteration 36Q: 3 clusters Score -8868221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178780 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8868233.000000 Penalty: 1100.580566
	Iteration 37Q: 3 clusters Score -8868233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178779 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8868231.000000 Penalty: 1100.580566
	Iteration 38Q: 3 clusters Score -8868231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178779 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8868231.000000 Penalty: 1100.580566
	Iteration 39F: 3 clusters Score -8868231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -36239.003906 Penalty: 305.715088
	Iteration 0F: 2 clusters Score -36239 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 406 members 
Entering Unmasked Estep 
Score: -35535.730469 Penalty: 611.430176
	Iteration 0F: 3 clusters Score -35535.73 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35707.394531 Penalty: 611.430176
	Iteration 1F: 3 clusters Score -35707.39 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35758.570312 Penalty: 611.430176
	Iteration 2F: 3 clusters Score -35758.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -35826.667969 Penalty: 611.430176
	Iteration 3F: 3 clusters Score -35826.67 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35885.257812 Penalty: 611.430176
	Iteration 4F: 3 clusters Score -35885.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35940.726562 Penalty: 611.430176
	Iteration 5F: 3 clusters Score -35940.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35976.210938 Penalty: 611.430176
	Iteration 6F: 3 clusters Score -35976.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35998.023438 Penalty: 611.430176
	Iteration 7Q: 3 clusters Score -35998.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36019.488281 Penalty: 611.430176
	Iteration 8Q: 3 clusters Score -36019.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36025.726562 Penalty: 611.430176
	Iteration 9Q: 3 clusters Score -36025.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36033.167969 Penalty: 611.430176
	Iteration 10Q: 3 clusters Score -36033.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36039.460938 Penalty: 611.430176
	Iteration 11Q: 3 clusters Score -36039.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36049.148438 Penalty: 611.430176
	Iteration 12Q: 3 clusters Score -36049.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36058.734375 Penalty: 611.430176
	Iteration 13Q: 3 clusters Score -36058.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36069.394531 Penalty: 611.430176
	Iteration 14Q: 3 clusters Score -36069.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36075.863281 Penalty: 611.430176
	Iteration 15Q: 3 clusters Score -36075.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36078.812500 Penalty: 611.430176
	Iteration 16Q: 3 clusters Score -36078.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36082.031250 Penalty: 611.430176
	Iteration 17Q: 3 clusters Score -36082.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36083.804688 Penalty: 611.430176
	Iteration 18Q: 3 clusters Score -36083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36085.785156 Penalty: 611.430176
	Iteration 19Q: 3 clusters Score -36085.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36086.835938 Penalty: 611.430176
	Iteration 20F: 3 clusters Score -36086.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36089.589844 Penalty: 611.430176
	Iteration 21Q: 3 clusters Score -36089.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36093.992188 Penalty: 611.430176
	Iteration 22Q: 3 clusters Score -36093.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36095.996094 Penalty: 611.430176
	Iteration 23Q: 3 clusters Score -36096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36095.996094 Penalty: 611.430176
	Iteration 24F: 3 clusters Score -36096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -3544.743164 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -3544.743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3355.425049 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -3355.425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3443.333740 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -3443.334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3474.868652 Penalty: 395.286285
	Iteration 2F: 3 clusters Score -3474.869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3488.888428 Penalty: 395.286285
	Iteration 3F: 3 clusters Score -3488.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3490.511963 Penalty: 395.286285
	Iteration 4Q: 3 clusters Score -3490.512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3497.086670 Penalty: 395.286285
	Iteration 5Q: 3 clusters Score -3497.087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3507.631836 Penalty: 395.286285
	Iteration 6F: 3 clusters Score -3507.632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3523.010498 Penalty: 395.286285
	Iteration 7Q: 3 clusters Score -3523.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3527.302490 Penalty: 395.286285
	Iteration 8Q: 3 clusters Score -3527.302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3527.302490 Penalty: 395.286285
	Iteration 9F: 3 clusters Score -3527.302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -10019.465820 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -10019.47 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 160 members 
Entering Unmasked Estep 
Score: -9680.453125 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -9680.453 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9787.952148 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -9787.952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9847.887695 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -9847.888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9863.157227 Penalty: 525.484192
	Iteration 3F: 3 clusters Score -9863.157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9867.705078 Penalty: 525.484192
	Iteration 4Q: 3 clusters Score -9867.705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9870.032227 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -9870.032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9873.565430 Penalty: 525.484192
	Iteration 6Q: 3 clusters Score -9873.565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9877.909180 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -9877.909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9881.343750 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -9881.344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9884.793945 Penalty: 525.484192
	Iteration 9Q: 3 clusters Score -9884.794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9892.503906 Penalty: 525.484192
	Iteration 10Q: 3 clusters Score -9892.504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9895.914062 Penalty: 525.484192
	Iteration 11Q: 3 clusters Score -9895.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9896.954102 Penalty: 525.484192
	Iteration 12Q: 3 clusters Score -9896.954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9898.088867 Penalty: 525.484192
	Iteration 13Q: 3 clusters Score -9898.089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9898.088867 Penalty: 525.484192
	Iteration 14F: 3 clusters Score -9898.089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -25141.667969 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -25141.67 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 250 members 
Entering Unmasked Estep 
Score: -24642.232422 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -24642.23 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24751.656250 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -24751.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24783.179688 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -24783.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24799.357422 Penalty: 562.569763
	Iteration 3Q: 3 clusters Score -24799.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24804.312500 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -24804.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24807.931641 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -24807.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24813.568359 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -24813.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24815.486328 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -24815.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24816.068359 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -24816.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24816.365234 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -24816.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24816.546875 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -24816.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24816.740234 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -24816.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24816.740234 Penalty: 562.569763
	Iteration 12F: 3 clusters Score -24816.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -52743.734375 Penalty: 316.479462
	Iteration 0F: 2 clusters Score -52743.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -51908.574219 Penalty: 632.958923
	Iteration 0F: 3 clusters Score -51908.57 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -52278.714844 Penalty: 632.958923
	Iteration 1F: 3 clusters Score -52278.71 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -52445.675781 Penalty: 632.958923
	Iteration 2F: 3 clusters Score -52445.68 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -52568.105469 Penalty: 632.958923
	Iteration 3F: 3 clusters Score -52568.11 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52645.316406 Penalty: 632.958923
	Iteration 4F: 3 clusters Score -52645.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -52696.800781 Penalty: 632.958923
	Iteration 5F: 3 clusters Score -52696.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -52735.082031 Penalty: 632.958923
	Iteration 6Q: 3 clusters Score -52735.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52763.269531 Penalty: 632.958923
	Iteration 7Q: 3 clusters Score -52763.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -52779.500000 Penalty: 632.958923
	Iteration 8Q: 3 clusters Score -52779.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -52783.890625 Penalty: 632.958923
	Iteration 9Q: 3 clusters Score -52783.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -52786.203125 Penalty: 632.958923
	Iteration 10Q: 3 clusters Score -52786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52787.820312 Penalty: 632.958923
	Iteration 11Q: 3 clusters Score -52787.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52790.750000 Penalty: 632.958923
	Iteration 12Q: 3 clusters Score -52790.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -52797.339844 Penalty: 632.958923
	Iteration 13Q: 3 clusters Score -52797.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52799.972656 Penalty: 632.958923
	Iteration 14Q: 3 clusters Score -52799.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -52800.796875 Penalty: 632.958923
	Iteration 15Q: 3 clusters Score -52800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -52800.796875 Penalty: 632.958923
	Iteration 16F: 3 clusters Score -52800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95380 members 
Mstep: Class 4 contains 51311 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 64478 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56182 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 93392 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 176319 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128790 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 119585 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 178848 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 683 members 
Mstep: Class 50 contains 22297 members 
Mstep: Class 51 contains 2004 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 227263 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2333 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7084 members 
Mstep: Class 60 contains 160314 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 149 members 
Mstep: Class 63 contains 210 members 
Mstep: Class 64 contains 48772 members 
Mstep: Class 65 contains 218 members 
Mstep: Class 66 contains 366 members 
Entering Unmasked Estep 
Score: -90779368.000000 Penalty: 43517.468750
Splitting cluster 49 changes total score from -90767080.000000 to -90779368.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 50 (22297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Entering Unmasked Estep 
Score: -1157843.375000 Penalty: 455.555420
	Iteration 0F: 2 clusters Score -1157843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1142905.750000 Penalty: 911.110840
	Iteration 0F: 3 clusters Score -1142906 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1149112.250000 Penalty: 911.110840
	Iteration 1F: 3 clusters Score -1149112 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1149451.125000 Penalty: 911.110840
	Iteration 2Q: 3 clusters Score -1149451 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1150018.375000 Penalty: 911.110840
	Iteration 3F: 3 clusters Score -1150018 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1150909.500000 Penalty: 911.110840
	Iteration 4F: 3 clusters Score -1150910 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1152192.000000 Penalty: 911.110840
	Iteration 5F: 3 clusters Score -1152192 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1153567.875000 Penalty: 911.110840
	Iteration 6F: 3 clusters Score -1153568 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1154530.375000 Penalty: 911.110840
	Iteration 7F: 3 clusters Score -1154530 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1155032.125000 Penalty: 911.110840
	Iteration 8Q: 3 clusters Score -1155032 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1155348.625000 Penalty: 911.110840
	Iteration 9Q: 3 clusters Score -1155349 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1155617.875000 Penalty: 911.110840
	Iteration 10Q: 3 clusters Score -1155618 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1155861.875000 Penalty: 911.110840
	Iteration 11Q: 3 clusters Score -1155862 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1156129.500000 Penalty: 911.110840
	Iteration 12Q: 3 clusters Score -1156130 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1156360.250000 Penalty: 911.110840
	Iteration 13Q: 3 clusters Score -1156360 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1156523.875000 Penalty: 911.110840
	Iteration 14Q: 3 clusters Score -1156524 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1156672.625000 Penalty: 911.110840
	Iteration 15Q: 3 clusters Score -1156673 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1156832.375000 Penalty: 911.110840
	Iteration 16Q: 3 clusters Score -1156832 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1156971.625000 Penalty: 911.110840
	Iteration 17Q: 3 clusters Score -1156972 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1157081.500000 Penalty: 911.110840
	Iteration 18Q: 3 clusters Score -1157082 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1157174.375000 Penalty: 911.110840
	Iteration 19Q: 3 clusters Score -1157174 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1157244.500000 Penalty: 911.110840
	Iteration 20F: 3 clusters Score -1157244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1157293.625000 Penalty: 911.110840
	Iteration 21Q: 3 clusters Score -1157294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1157327.750000 Penalty: 911.110840
	Iteration 22Q: 3 clusters Score -1157328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1157357.750000 Penalty: 911.110840
	Iteration 23Q: 3 clusters Score -1157358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1157376.125000 Penalty: 911.110840
	Iteration 24Q: 3 clusters Score -1157376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1157386.375000 Penalty: 911.110840
	Iteration 25Q: 3 clusters Score -1157386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1157389.125000 Penalty: 911.110840
	Iteration 26Q: 3 clusters Score -1157389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1157406.000000 Penalty: 911.110840
	Iteration 27Q: 3 clusters Score -1157406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1157418.250000 Penalty: 911.110840
	Iteration 28Q: 3 clusters Score -1157418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1157423.625000 Penalty: 911.110840
	Iteration 29Q: 3 clusters Score -1157424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1157436.000000 Penalty: 911.110840
	Iteration 30Q: 3 clusters Score -1157436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1157440.625000 Penalty: 911.110840
	Iteration 31Q: 3 clusters Score -1157441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1157449.000000 Penalty: 911.110840
	Iteration 32Q: 3 clusters Score -1157449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1157454.750000 Penalty: 911.110840
	Iteration 33Q: 3 clusters Score -1157455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1157457.375000 Penalty: 911.110840
	Iteration 34Q: 3 clusters Score -1157457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1157457.000000 Penalty: 911.110840
	Iteration 35Q: 3 clusters Score -1157457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1157466.875000 Penalty: 911.110840
	Iteration 36Q: 3 clusters Score -1157467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1157471.625000 Penalty: 911.110840
	Iteration 37Q: 3 clusters Score -1157472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1157476.625000 Penalty: 911.110840
	Iteration 38Q: 3 clusters Score -1157477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1157482.500000 Penalty: 911.110840
	Iteration 39Q: 3 clusters Score -1157482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1157483.250000 Penalty: 911.110840
	Iteration 40F: 3 clusters Score -1157483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1157482.250000 Penalty: 911.110840
	Iteration 41Q: 3 clusters Score -1157482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1157482.250000 Penalty: 911.110840
	Iteration 42F: 3 clusters Score -1157482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -64462.121094 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -64462.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -63458.289062 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -63458.29 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -63841.632812 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -63841.63 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -64005.785156 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -64005.79 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -64183.820312 Penalty: 652.830200
	Iteration 3F: 3 clusters Score -64183.82 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -64270.472656 Penalty: 652.830200
	Iteration 4F: 3 clusters Score -64270.47 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -64323.984375 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -64323.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -64348.332031 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -64348.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -64362.578125 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -64362.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -64378.816406 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -64378.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -64392.843750 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -64392.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -64400.542969 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -64400.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -64408.785156 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -64408.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -64414.742188 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -64414.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -64418.242188 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -64418.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -64421.644531 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -64421.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -64424.429688 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -64424.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -64424.988281 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -64424.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -64425.199219 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -64425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -64425.300781 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -64425.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -64425.398438 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -64425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -64425.683594 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -64425.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -64425.839844 Penalty: 652.830200
	Iteration 21Q: 3 clusters Score -64425.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -64425.839844 Penalty: 652.830200
	Iteration 22F: 3 clusters Score -64425.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -37732.265625 Penalty: 303.577484
	Iteration 0F: 2 clusters Score -37732.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37067.199219 Penalty: 607.154968
	Iteration 0F: 3 clusters Score -37067.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37312.535156 Penalty: 607.154968
	Iteration 1F: 3 clusters Score -37312.54 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37385.292969 Penalty: 607.154968
	Iteration 2F: 3 clusters Score -37385.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37446.089844 Penalty: 607.154968
	Iteration 3F: 3 clusters Score -37446.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37512.984375 Penalty: 607.154968
	Iteration 4F: 3 clusters Score -37512.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37550.742188 Penalty: 607.154968
	Iteration 5Q: 3 clusters Score -37550.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37594.394531 Penalty: 607.154968
	Iteration 6Q: 3 clusters Score -37594.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37661.414062 Penalty: 607.154968
	Iteration 7F: 3 clusters Score -37661.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37742.382812 Penalty: 607.154968
	Iteration 8Q: 3 clusters Score -37742.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37835.382812 Penalty: 607.154968
	Iteration 9Q: 3 clusters Score -37835.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37925.371094 Penalty: 607.154968
	Iteration 10F: 3 clusters Score -37925.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37954.855469 Penalty: 607.154968
	Iteration 11Q: 3 clusters Score -37954.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37962.824219 Penalty: 607.154968
	Iteration 12Q: 3 clusters Score -37962.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37963.832031 Penalty: 607.154968
	Iteration 13Q: 3 clusters Score -37963.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37965.402344 Penalty: 607.154968
	Iteration 14Q: 3 clusters Score -37965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37965.953125 Penalty: 607.154968
	Iteration 15Q: 3 clusters Score -37965.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37966.281250 Penalty: 607.154968
	Iteration 16Q: 3 clusters Score -37966.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37966.886719 Penalty: 607.154968
	Iteration 17Q: 3 clusters Score -37966.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37966.886719 Penalty: 607.154968
	Iteration 18F: 3 clusters Score -37966.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95380 members 
Mstep: Class 4 contains 51311 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 64478 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56182 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 93392 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 176319 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128790 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 119585 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 178848 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 683 members 
Mstep: Class 50 contains 22297 members 
Mstep: Class 51 contains 2004 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 227263 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2333 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7084 members 
Mstep: Class 60 contains 160314 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 149 members 
Mstep: Class 63 contains 210 members 
Mstep: Class 64 contains 48772 members 
Mstep: Class 65 contains 218 members 
Mstep: Class 66 contains 366 members 
Mstep: Class 67 contains 365 members 
Entering Unmasked Estep 
Score: -90779192.000000 Penalty: 44176.824219
Splitting cluster 53 changes total score from -90767080.000000 to -90779192.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 54 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -45482.546875 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -45482.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -44704.218750 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -44704.22 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -44920.359375 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -44920.36 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -44978.515625 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -44978.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -45038.601562 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -45038.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -45083.582031 Penalty: 623.361511
	Iteration 4F: 3 clusters Score -45083.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -45109.414062 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -45109.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -45132.976562 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -45132.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -45151.394531 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -45151.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -45166.136719 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -45166.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -45180.992188 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -45180.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -45206.359375 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -45206.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -45248.496094 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -45248.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -45266.382812 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -45266.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -45274.507812 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -45274.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -45277.593750 Penalty: 623.361511
	Iteration 14Q: 3 clusters Score -45277.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -45280.183594 Penalty: 623.361511
	Iteration 15Q: 3 clusters Score -45280.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -45281.289062 Penalty: 623.361511
	Iteration 16Q: 3 clusters Score -45281.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -45283.296875 Penalty: 623.361511
	Iteration 17Q: 3 clusters Score -45283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -45284.957031 Penalty: 623.361511
	Iteration 18Q: 3 clusters Score -45284.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -45285.472656 Penalty: 623.361511
	Iteration 19Q: 3 clusters Score -45285.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -45285.472656 Penalty: 623.361511
	Iteration 20F: 3 clusters Score -45285.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (227263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227263 members 
Entering Unmasked Estep 
Score: -11338692.000000 Penalty: 561.190796
	Iteration 0F: 2 clusters Score -1.133869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114071 members 
Mstep: Class 2 contains 113192 members 
Entering Unmasked Estep 
Score: -11193560.000000 Penalty: 1122.381592
	Iteration 0F: 3 clusters Score -1.119356e+07 nChanged 112131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -11267217.000000 Penalty: 1122.381592
	Iteration 1F: 3 clusters Score -1.126722e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140350 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -11275247.000000 Penalty: 1122.381592
	Iteration 2F: 3 clusters Score -1.127525e+07 nChanged 14639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151625 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -11286828.000000 Penalty: 1122.381592
	Iteration 3F: 3 clusters Score -1.128683e+07 nChanged 15275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162742 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -11300254.000000 Penalty: 1122.381592
	Iteration 4F: 3 clusters Score -1.130025e+07 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171527 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -11312225.000000 Penalty: 1122.381592
	Iteration 5F: 3 clusters Score -1.131222e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178356 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -11320606.000000 Penalty: 1122.381592
	Iteration 6Q: 3 clusters Score -1.132061e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183940 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -11325865.000000 Penalty: 1122.381592
	Iteration 7Q: 3 clusters Score -1.132586e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188954 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -11329332.000000 Penalty: 1122.381592
	Iteration 8Q: 3 clusters Score -1.132933e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193748 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -11331761.000000 Penalty: 1122.381592
	Iteration 9Q: 3 clusters Score -1.133176e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198352 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -11333696.000000 Penalty: 1122.381592
	Iteration 10Q: 3 clusters Score -1.13337e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202668 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -11335904.000000 Penalty: 1122.381592
	Iteration 11Q: 3 clusters Score -1.13359e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206366 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -11338382.000000 Penalty: 1122.381592
	Iteration 12Q: 3 clusters Score -1.133838e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209178 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -11339901.000000 Penalty: 1122.381592
	Iteration 13Q: 3 clusters Score -1.13399e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211336 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -11340697.000000 Penalty: 1122.381592
	Iteration 14Q: 3 clusters Score -1.13407e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212980 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -11341159.000000 Penalty: 1122.381592
	Iteration 15Q: 3 clusters Score -1.134116e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214286 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -11341449.000000 Penalty: 1122.381592
	Iteration 16Q: 3 clusters Score -1.134145e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215371 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -11341601.000000 Penalty: 1122.381592
	Iteration 17Q: 3 clusters Score -1.13416e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216213 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -11341702.000000 Penalty: 1122.381592
	Iteration 18Q: 3 clusters Score -1.13417e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216934 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -11341817.000000 Penalty: 1122.381592
	Iteration 19Q: 3 clusters Score -1.134182e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217546 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -11341835.000000 Penalty: 1122.381592
	Iteration 20F: 3 clusters Score -1.134184e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218055 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -11341795.000000 Penalty: 1122.381592
	Iteration 21Q: 3 clusters Score -1.13418e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218486 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -11341805.000000 Penalty: 1122.381592
	Iteration 22Q: 3 clusters Score -1.13418e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218837 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -11341814.000000 Penalty: 1122.381592
	Iteration 23Q: 3 clusters Score -1.134181e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219146 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -11341836.000000 Penalty: 1122.381592
	Iteration 24Q: 3 clusters Score -1.134184e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219384 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -11341774.000000 Penalty: 1122.381592
	Iteration 25Q: 3 clusters Score -1.134177e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219571 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -11341796.000000 Penalty: 1122.381592
	Iteration 26Q: 3 clusters Score -1.13418e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219734 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -11341807.000000 Penalty: 1122.381592
	Iteration 27Q: 3 clusters Score -1.134181e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219869 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -11341787.000000 Penalty: 1122.381592
	Iteration 28Q: 3 clusters Score -1.134179e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219983 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -11341794.000000 Penalty: 1122.381592
	Iteration 29Q: 3 clusters Score -1.134179e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220098 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -11341788.000000 Penalty: 1122.381592
	Iteration 30Q: 3 clusters Score -1.134179e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220182 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -11341766.000000 Penalty: 1122.381592
	Iteration 31Q: 3 clusters Score -1.134177e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220246 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -11341751.000000 Penalty: 1122.381592
	Iteration 32Q: 3 clusters Score -1.134175e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220308 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -11341696.000000 Penalty: 1122.381592
	Iteration 33Q: 3 clusters Score -1.13417e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220349 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -11341689.000000 Penalty: 1122.381592
	Iteration 34Q: 3 clusters Score -1.134169e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220379 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -11341662.000000 Penalty: 1122.381592
	Iteration 35Q: 3 clusters Score -1.134166e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220399 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -11341664.000000 Penalty: 1122.381592
	Iteration 36Q: 3 clusters Score -1.134166e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220431 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -11341640.000000 Penalty: 1122.381592
	Iteration 37Q: 3 clusters Score -1.134164e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220449 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -11341637.000000 Penalty: 1122.381592
	Iteration 38Q: 3 clusters Score -1.134164e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220448 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -11341621.000000 Penalty: 1122.381592
	Iteration 39Q: 3 clusters Score -1.134162e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220443 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -11341612.000000 Penalty: 1122.381592
	Iteration 40F: 3 clusters Score -1.134161e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220440 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -11341608.000000 Penalty: 1122.381592
	Iteration 41Q: 3 clusters Score -1.134161e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220433 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -11341618.000000 Penalty: 1122.381592
	Iteration 42Q: 3 clusters Score -1.134162e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220425 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -11341615.000000 Penalty: 1122.381592
	Iteration 43Q: 3 clusters Score -1.134162e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220436 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -11341600.000000 Penalty: 1122.381592
	Iteration 44Q: 3 clusters Score -1.13416e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220435 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -11341607.000000 Penalty: 1122.381592
	Iteration 45Q: 3 clusters Score -1.134161e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220429 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -11341602.000000 Penalty: 1122.381592
	Iteration 46Q: 3 clusters Score -1.13416e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220425 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -11341599.000000 Penalty: 1122.381592
	Iteration 47Q: 3 clusters Score -1.13416e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220414 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -11341580.000000 Penalty: 1122.381592
	Iteration 48Q: 3 clusters Score -1.134158e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220412 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -11341570.000000 Penalty: 1122.381592
	Iteration 49Q: 3 clusters Score -1.134157e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220422 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -11341563.000000 Penalty: 1122.381592
	Iteration 50Q: 3 clusters Score -1.134156e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220420 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -11341567.000000 Penalty: 1122.381592
	Iteration 51Q: 3 clusters Score -1.134157e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220412 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -11341573.000000 Penalty: 1122.381592
	Iteration 52Q: 3 clusters Score -1.134157e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220394 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -11341560.000000 Penalty: 1122.381592
	Iteration 53Q: 3 clusters Score -1.134156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220377 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -11341594.000000 Penalty: 1122.381592
	Iteration 54Q: 3 clusters Score -1.134159e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220374 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -11341596.000000 Penalty: 1122.381592
	Iteration 55Q: 3 clusters Score -1.13416e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220370 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -11341595.000000 Penalty: 1122.381592
	Iteration 56Q: 3 clusters Score -1.13416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220365 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -11341591.000000 Penalty: 1122.381592
	Iteration 57Q: 3 clusters Score -1.134159e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220339 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -11341585.000000 Penalty: 1122.381592
	Iteration 58Q: 3 clusters Score -1.134158e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220311 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -11341596.000000 Penalty: 1122.381592
	Iteration 59Q: 3 clusters Score -1.13416e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220270 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -11341608.000000 Penalty: 1122.381592
	Iteration 60F: 3 clusters Score -1.134161e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220226 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -11341633.000000 Penalty: 1122.381592
	Iteration 61Q: 3 clusters Score -1.134163e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220178 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -11341661.000000 Penalty: 1122.381592
	Iteration 62Q: 3 clusters Score -1.134166e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220129 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -11341672.000000 Penalty: 1122.381592
	Iteration 63Q: 3 clusters Score -1.134167e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220080 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -11341696.000000 Penalty: 1122.381592
	Iteration 64Q: 3 clusters Score -1.13417e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220029 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -11341684.000000 Penalty: 1122.381592
	Iteration 65Q: 3 clusters Score -1.134168e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219967 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -11341711.000000 Penalty: 1122.381592
	Iteration 66Q: 3 clusters Score -1.134171e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219914 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -11341714.000000 Penalty: 1122.381592
	Iteration 67Q: 3 clusters Score -1.134171e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219848 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -11341744.000000 Penalty: 1122.381592
	Iteration 68Q: 3 clusters Score -1.134174e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219785 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -11341762.000000 Penalty: 1122.381592
	Iteration 69Q: 3 clusters Score -1.134176e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219715 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -11341789.000000 Penalty: 1122.381592
	Iteration 70Q: 3 clusters Score -1.134179e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219640 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -11341830.000000 Penalty: 1122.381592
	Iteration 71Q: 3 clusters Score -1.134183e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219579 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -11341851.000000 Penalty: 1122.381592
	Iteration 72Q: 3 clusters Score -1.134185e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219493 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -11341881.000000 Penalty: 1122.381592
	Iteration 73Q: 3 clusters Score -1.134188e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219413 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -11341907.000000 Penalty: 1122.381592
	Iteration 74Q: 3 clusters Score -1.134191e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219327 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -11341907.000000 Penalty: 1122.381592
	Iteration 75Q: 3 clusters Score -1.134191e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219244 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -11341922.000000 Penalty: 1122.381592
	Iteration 76Q: 3 clusters Score -1.134192e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219169 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -11341946.000000 Penalty: 1122.381592
	Iteration 77Q: 3 clusters Score -1.134195e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219080 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -11341985.000000 Penalty: 1122.381592
	Iteration 78Q: 3 clusters Score -1.134198e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218989 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -11342014.000000 Penalty: 1122.381592
	Iteration 79Q: 3 clusters Score -1.134201e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218875 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -11342051.000000 Penalty: 1122.381592
	Iteration 80F: 3 clusters Score -1.134205e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218760 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -11342086.000000 Penalty: 1122.381592
	Iteration 81Q: 3 clusters Score -1.134209e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218643 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -11342115.000000 Penalty: 1122.381592
	Iteration 82Q: 3 clusters Score -1.134212e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218526 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -11342164.000000 Penalty: 1122.381592
	Iteration 83Q: 3 clusters Score -1.134216e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218409 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -11342204.000000 Penalty: 1122.381592
	Iteration 84Q: 3 clusters Score -1.13422e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218308 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -11342204.000000 Penalty: 1122.381592
	Iteration 85Q: 3 clusters Score -1.13422e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218207 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -11342241.000000 Penalty: 1122.381592
	Iteration 86Q: 3 clusters Score -1.134224e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218093 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -11342309.000000 Penalty: 1122.381592
	Iteration 87Q: 3 clusters Score -1.134231e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217981 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -11342338.000000 Penalty: 1122.381592
	Iteration 88Q: 3 clusters Score -1.134234e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217871 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -11342388.000000 Penalty: 1122.381592
	Iteration 89Q: 3 clusters Score -1.134239e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217740 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -11342406.000000 Penalty: 1122.381592
	Iteration 90Q: 3 clusters Score -1.134241e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217585 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -11342444.000000 Penalty: 1122.381592
	Iteration 91Q: 3 clusters Score -1.134244e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217436 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -11342512.000000 Penalty: 1122.381592
	Iteration 92Q: 3 clusters Score -1.134251e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217276 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -11342608.000000 Penalty: 1122.381592
	Iteration 93Q: 3 clusters Score -1.134261e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217067 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -11342697.000000 Penalty: 1122.381592
	Iteration 94Q: 3 clusters Score -1.13427e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216861 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -11342793.000000 Penalty: 1122.381592
	Iteration 95Q: 3 clusters Score -1.134279e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216631 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -11342901.000000 Penalty: 1122.381592
	Iteration 96Q: 3 clusters Score -1.13429e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216396 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -11343002.000000 Penalty: 1122.381592
	Iteration 97Q: 3 clusters Score -1.1343e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216116 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -11343105.000000 Penalty: 1122.381592
	Iteration 98Q: 3 clusters Score -1.13431e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215813 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -11343273.000000 Penalty: 1122.381592
	Iteration 99Q: 3 clusters Score -1.134327e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215458 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -11343434.000000 Penalty: 1122.381592
	Iteration 100F: 3 clusters Score -1.134343e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215097 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -11343561.000000 Penalty: 1122.381592
	Iteration 101Q: 3 clusters Score -1.134356e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214787 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -11343744.000000 Penalty: 1122.381592
	Iteration 102Q: 3 clusters Score -1.134374e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214490 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -11343892.000000 Penalty: 1122.381592
	Iteration 103Q: 3 clusters Score -1.134389e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214180 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -11343995.000000 Penalty: 1122.381592
	Iteration 104Q: 3 clusters Score -1.1344e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213894 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -11344100.000000 Penalty: 1122.381592
	Iteration 105Q: 3 clusters Score -1.13441e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213597 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -11344179.000000 Penalty: 1122.381592
	Iteration 106Q: 3 clusters Score -1.134418e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213308 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -11344258.000000 Penalty: 1122.381592
	Iteration 107Q: 3 clusters Score -1.134426e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213041 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -11344309.000000 Penalty: 1122.381592
	Iteration 108Q: 3 clusters Score -1.134431e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212817 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -11344337.000000 Penalty: 1122.381592
	Iteration 109Q: 3 clusters Score -1.134434e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212638 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -11344413.000000 Penalty: 1122.381592
	Iteration 110Q: 3 clusters Score -1.134441e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212469 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -11344447.000000 Penalty: 1122.381592
	Iteration 111Q: 3 clusters Score -1.134445e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212328 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -11344522.000000 Penalty: 1122.381592
	Iteration 112Q: 3 clusters Score -1.134452e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212255 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -11344524.000000 Penalty: 1122.381592
	Iteration 113Q: 3 clusters Score -1.134452e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212153 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -11344561.000000 Penalty: 1122.381592
	Iteration 114Q: 3 clusters Score -1.134456e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212027 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -11344580.000000 Penalty: 1122.381592
	Iteration 115Q: 3 clusters Score -1.134458e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211891 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -11344615.000000 Penalty: 1122.381592
	Iteration 116Q: 3 clusters Score -1.134462e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211813 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -11344615.000000 Penalty: 1122.381592
	Iteration 117Q: 3 clusters Score -1.134462e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211745 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -11344640.000000 Penalty: 1122.381592
	Iteration 118Q: 3 clusters Score -1.134464e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211692 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -11344654.000000 Penalty: 1122.381592
	Iteration 119Q: 3 clusters Score -1.134465e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211632 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -11344666.000000 Penalty: 1122.381592
	Iteration 120F: 3 clusters Score -1.134467e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211581 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -11344686.000000 Penalty: 1122.381592
	Iteration 121Q: 3 clusters Score -1.134469e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211517 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -11344710.000000 Penalty: 1122.381592
	Iteration 122Q: 3 clusters Score -1.134471e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211472 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -11344721.000000 Penalty: 1122.381592
	Iteration 123Q: 3 clusters Score -1.134472e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211424 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -11344731.000000 Penalty: 1122.381592
	Iteration 124Q: 3 clusters Score -1.134473e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211385 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -11344745.000000 Penalty: 1122.381592
	Iteration 125Q: 3 clusters Score -1.134474e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211334 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -11344743.000000 Penalty: 1122.381592
	Iteration 126Q: 3 clusters Score -1.134474e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211302 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -11344770.000000 Penalty: 1122.381592
	Iteration 127Q: 3 clusters Score -1.134477e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211281 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -11344791.000000 Penalty: 1122.381592
	Iteration 128Q: 3 clusters Score -1.134479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211278 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -11344791.000000 Penalty: 1122.381592
	Iteration 129Q: 3 clusters Score -1.134479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211270 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -11344800.000000 Penalty: 1122.381592
	Iteration 130Q: 3 clusters Score -1.13448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211273 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -11344799.000000 Penalty: 1122.381592
	Iteration 131Q: 3 clusters Score -1.13448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211275 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -11344792.000000 Penalty: 1122.381592
	Iteration 132Q: 3 clusters Score -1.134479e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211295 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -11344802.000000 Penalty: 1122.381592
	Iteration 133Q: 3 clusters Score -1.13448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211285 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -11344793.000000 Penalty: 1122.381592
	Iteration 134Q: 3 clusters Score -1.134479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211284 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -11344804.000000 Penalty: 1122.381592
	Iteration 135Q: 3 clusters Score -1.13448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211284 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -11344804.000000 Penalty: 1122.381592
	Iteration 136F: 3 clusters Score -1.13448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95380 members 
Mstep: Class 4 contains 51311 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 64478 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56182 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 93392 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 176319 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128790 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 119585 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 178848 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 683 members 
Mstep: Class 50 contains 22297 members 
Mstep: Class 51 contains 2004 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 211284 members 
Mstep: Class 56 contains 403 members 
Mstep: Class 57 contains 2333 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7084 members 
Mstep: Class 60 contains 160314 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 149 members 
Mstep: Class 63 contains 210 members 
Mstep: Class 64 contains 48772 members 
Mstep: Class 65 contains 218 members 
Mstep: Class 66 contains 366 members 
Mstep: Class 67 contains 365 members 
Mstep: Class 68 contains 15979 members 
Entering Unmasked Estep 
Score: -90784016.000000 Penalty: 44836.179688
Splitting cluster 55 changes total score from -90767080.000000 to -90784016.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 56 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -20538.400391 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -20538.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20139.541016 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -20139.54 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20321.949219 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -20321.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20398.093750 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -20398.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20433.537109 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -20433.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20450.976562 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -20450.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20463.615234 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -20463.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20471.160156 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -20471.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20481.080078 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -20481.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20491.210938 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -20491.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20502.906250 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -20502.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20507.029297 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -20507.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20520.015625 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -20520.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20547.912109 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -20547.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20601.902344 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -20601.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20663.566406 Penalty: 545.903259
	Iteration 14Q: 3 clusters Score -20663.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20723.746094 Penalty: 545.903259
	Iteration 15Q: 3 clusters Score -20723.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20742.023438 Penalty: 545.903259
	Iteration 16Q: 3 clusters Score -20742.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20750.464844 Penalty: 545.903259
	Iteration 17Q: 3 clusters Score -20750.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20753.498047 Penalty: 545.903259
	Iteration 18Q: 3 clusters Score -20753.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20756.976562 Penalty: 545.903259
	Iteration 19Q: 3 clusters Score -20756.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20757.349609 Penalty: 545.903259
	Iteration 20F: 3 clusters Score -20757.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95380 members 
Mstep: Class 4 contains 51311 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 64478 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56182 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 93392 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 176319 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128790 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 119585 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 178848 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 683 members 
Mstep: Class 50 contains 22297 members 
Mstep: Class 51 contains 2004 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 211284 members 
Mstep: Class 56 contains 299 members 
Mstep: Class 57 contains 2333 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7084 members 
Mstep: Class 60 contains 160314 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 149 members 
Mstep: Class 63 contains 210 members 
Mstep: Class 64 contains 48772 members 
Mstep: Class 65 contains 218 members 
Mstep: Class 66 contains 366 members 
Mstep: Class 67 contains 365 members 
Mstep: Class 68 contains 15979 members 
Mstep: Class 69 contains 104 members 
Entering Unmasked Estep 
Score: -90783816.000000 Penalty: 45495.535156
Splitting cluster 56 changes total score from -90767080.000000 to -90783816.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 57 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -111477.140625 Penalty: 352.848419
	Iteration 0F: 2 clusters Score -111477.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -109840.687500 Penalty: 705.696838
	Iteration 0F: 3 clusters Score -109840.7 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -110734.515625 Penalty: 705.696838
	Iteration 1F: 3 clusters Score -110734.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -111063.531250 Penalty: 705.696838
	Iteration 2F: 3 clusters Score -111063.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -111300.328125 Penalty: 705.696838
	Iteration 3F: 3 clusters Score -111300.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -111491.859375 Penalty: 705.696838
	Iteration 4F: 3 clusters Score -111491.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -111566.359375 Penalty: 705.696838
	Iteration 5Q: 3 clusters Score -111566.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -111588.984375 Penalty: 705.696838
	Iteration 6Q: 3 clusters Score -111589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -111598.921875 Penalty: 705.696838
	Iteration 7Q: 3 clusters Score -111598.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -111607.726562 Penalty: 705.696838
	Iteration 8Q: 3 clusters Score -111607.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -111618.187500 Penalty: 705.696838
	Iteration 9Q: 3 clusters Score -111618.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -111633.976562 Penalty: 705.696838
	Iteration 10Q: 3 clusters Score -111634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -111641.054688 Penalty: 705.696838
	Iteration 11Q: 3 clusters Score -111641.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -111646.406250 Penalty: 705.696838
	Iteration 12Q: 3 clusters Score -111646.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -111648.734375 Penalty: 705.696838
	Iteration 13Q: 3 clusters Score -111648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -111650.812500 Penalty: 705.696838
	Iteration 14Q: 3 clusters Score -111650.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -111654.031250 Penalty: 705.696838
	Iteration 15Q: 3 clusters Score -111654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -111656.546875 Penalty: 705.696838
	Iteration 16Q: 3 clusters Score -111656.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -111658.171875 Penalty: 705.696838
	Iteration 17Q: 3 clusters Score -111658.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -111658.781250 Penalty: 705.696838
	Iteration 18Q: 3 clusters Score -111658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -111658.804688 Penalty: 705.696838
	Iteration 19Q: 3 clusters Score -111658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -111658.851562 Penalty: 705.696838
	Iteration 20F: 3 clusters Score -111658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -111659.281250 Penalty: 705.696838
	Iteration 21Q: 3 clusters Score -111659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -111659.273438 Penalty: 705.696838
	Iteration 22Q: 3 clusters Score -111659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -111659.414062 Penalty: 705.696838
	Iteration 23Q: 3 clusters Score -111659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -111659.585938 Penalty: 705.696838
	Iteration 24Q: 3 clusters Score -111659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -111660.328125 Penalty: 705.696838
	Iteration 25Q: 3 clusters Score -111660.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -111661.093750 Penalty: 705.696838
	Iteration 26Q: 3 clusters Score -111661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -111661.117188 Penalty: 705.696838
	Iteration 27Q: 3 clusters Score -111661.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -111661.117188 Penalty: 705.696838
	Iteration 28F: 3 clusters Score -111661.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95380 members 
Mstep: Class 4 contains 51311 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 64478 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56182 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 93392 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 176319 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128790 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 119585 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 178848 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 683 members 
Mstep: Class 50 contains 22297 members 
Mstep: Class 51 contains 2004 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 211284 members 
Mstep: Class 56 contains 299 members 
Mstep: Class 57 contains 1316 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7084 members 
Mstep: Class 60 contains 160314 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 149 members 
Mstep: Class 63 contains 210 members 
Mstep: Class 64 contains 48772 members 
Mstep: Class 65 contains 218 members 
Mstep: Class 66 contains 366 members 
Mstep: Class 67 contains 365 members 
Mstep: Class 68 contains 15979 members 
Mstep: Class 69 contains 104 members 
Mstep: Class 70 contains 1017 members 
Entering Unmasked Estep 
Score: -90784512.000000 Penalty: 46154.890625
Splitting cluster 57 changes total score from -90767080.000000 to -90784512.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 58 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3920.281738 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3920.282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3771.159912 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3771.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3794.604248 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3794.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3797.842285 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -3797.842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3798.996826 Penalty: 398.764435
	Iteration 3Q: 3 clusters Score -3798.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3798.996826 Penalty: 398.764435
	Iteration 4F: 3 clusters Score -3798.997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Entering Unmasked Estep 
Score: -355492.312500 Penalty: 403.384521
	Iteration 0F: 2 clusters Score -355492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -350849.281250 Penalty: 806.769043
	Iteration 0F: 3 clusters Score -350849.3 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -353076.937500 Penalty: 806.769043
	Iteration 1F: 3 clusters Score -353076.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -353406.281250 Penalty: 806.769043
	Iteration 2F: 3 clusters Score -353406.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -353678.187500 Penalty: 806.769043
	Iteration 3F: 3 clusters Score -353678.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -353922.187500 Penalty: 806.769043
	Iteration 4F: 3 clusters Score -353922.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -354173.843750 Penalty: 806.769043
	Iteration 5Q: 3 clusters Score -354173.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -354356.281250 Penalty: 806.769043
	Iteration 6Q: 3 clusters Score -354356.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -354453.656250 Penalty: 806.769043
	Iteration 7Q: 3 clusters Score -354453.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -354526.062500 Penalty: 806.769043
	Iteration 8Q: 3 clusters Score -354526.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -354589.218750 Penalty: 806.769043
	Iteration 9Q: 3 clusters Score -354589.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -354632.593750 Penalty: 806.769043
	Iteration 10Q: 3 clusters Score -354632.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -354674.656250 Penalty: 806.769043
	Iteration 11Q: 3 clusters Score -354674.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -354721.406250 Penalty: 806.769043
	Iteration 12Q: 3 clusters Score -354721.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -354759.281250 Penalty: 806.769043
	Iteration 13Q: 3 clusters Score -354759.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -354798.156250 Penalty: 806.769043
	Iteration 14Q: 3 clusters Score -354798.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -354826.937500 Penalty: 806.769043
	Iteration 15Q: 3 clusters Score -354826.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -354855.375000 Penalty: 806.769043
	Iteration 16Q: 3 clusters Score -354855.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -354879.250000 Penalty: 806.769043
	Iteration 17Q: 3 clusters Score -354879.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -354908.593750 Penalty: 806.769043
	Iteration 18Q: 3 clusters Score -354908.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -354940.437500 Penalty: 806.769043
	Iteration 19Q: 3 clusters Score -354940.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -354991.062500 Penalty: 806.769043
	Iteration 20F: 3 clusters Score -354991.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -355037.468750 Penalty: 806.769043
	Iteration 21Q: 3 clusters Score -355037.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -355078.593750 Penalty: 806.769043
	Iteration 22Q: 3 clusters Score -355078.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -355103.687500 Penalty: 806.769043
	Iteration 23Q: 3 clusters Score -355103.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -355117.937500 Penalty: 806.769043
	Iteration 24Q: 3 clusters Score -355117.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -355130.968750 Penalty: 806.769043
	Iteration 25Q: 3 clusters Score -355131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -355140.937500 Penalty: 806.769043
	Iteration 26Q: 3 clusters Score -355140.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -355153.250000 Penalty: 806.769043
	Iteration 27Q: 3 clusters Score -355153.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -355162.125000 Penalty: 806.769043
	Iteration 28Q: 3 clusters Score -355162.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -355171.031250 Penalty: 806.769043
	Iteration 29Q: 3 clusters Score -355171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -355177.687500 Penalty: 806.769043
	Iteration 30Q: 3 clusters Score -355177.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -355183.000000 Penalty: 806.769043
	Iteration 31Q: 3 clusters Score -355183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -355189.625000 Penalty: 806.769043
	Iteration 32Q: 3 clusters Score -355189.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -355195.625000 Penalty: 806.769043
	Iteration 33Q: 3 clusters Score -355195.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -355201.406250 Penalty: 806.769043
	Iteration 34Q: 3 clusters Score -355201.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -355204.906250 Penalty: 806.769043
	Iteration 35Q: 3 clusters Score -355204.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -355207.468750 Penalty: 806.769043
	Iteration 36Q: 3 clusters Score -355207.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -355209.468750 Penalty: 806.769043
	Iteration 37Q: 3 clusters Score -355209.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -355210.625000 Penalty: 806.769043
	Iteration 38Q: 3 clusters Score -355210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -355214.500000 Penalty: 806.769043
	Iteration 39Q: 3 clusters Score -355214.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -355221.718750 Penalty: 806.769043
	Iteration 40F: 3 clusters Score -355221.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -355224.718750 Penalty: 806.769043
	Iteration 41Q: 3 clusters Score -355224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -355226.781250 Penalty: 806.769043
	Iteration 42Q: 3 clusters Score -355226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -355228.250000 Penalty: 806.769043
	Iteration 43Q: 3 clusters Score -355228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -355227.656250 Penalty: 806.769043
	Iteration 44Q: 3 clusters Score -355227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -355228.531250 Penalty: 806.769043
	Iteration 45Q: 3 clusters Score -355228.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -355228.781250 Penalty: 806.769043
	Iteration 46Q: 3 clusters Score -355228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -355228.468750 Penalty: 806.769043
	Iteration 47Q: 3 clusters Score -355228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -355228.468750 Penalty: 806.769043
	Iteration 48Q: 3 clusters Score -355228.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -355228.468750 Penalty: 806.769043
	Iteration 49F: 3 clusters Score -355228.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (160314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160314 members 
Entering Unmasked Estep 
Score: -8030021.500000 Penalty: 545.312500
	Iteration 0F: 2 clusters Score -8030022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -7924039.500000 Penalty: 1090.625000
	Iteration 0F: 3 clusters Score -7924040 nChanged 78579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -7973383.500000 Penalty: 1090.625000
	Iteration 1F: 3 clusters Score -7973384 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102904 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -7977460.500000 Penalty: 1090.625000
	Iteration 2F: 3 clusters Score -7977460 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -7984634.000000 Penalty: 1090.625000
	Iteration 3F: 3 clusters Score -7984634 nChanged 14109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128642 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -7995920.500000 Penalty: 1090.625000
	Iteration 4F: 3 clusters Score -7995920 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142745 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -8010437.500000 Penalty: 1090.625000
	Iteration 5F: 3 clusters Score -8010438 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153493 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -8022346.000000 Penalty: 1090.625000
	Iteration 6F: 3 clusters Score -8022346 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158378 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8027506.000000 Penalty: 1090.625000
	Iteration 7Q: 3 clusters Score -8027506 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159853 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8029005.000000 Penalty: 1090.625000
	Iteration 8Q: 3 clusters Score -8029005 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160184 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8029358.000000 Penalty: 1090.625000
	Iteration 9Q: 3 clusters Score -8029358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160247 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8029440.500000 Penalty: 1090.625000
	Iteration 10Q: 3 clusters Score -8029440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160256 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8029474.500000 Penalty: 1090.625000
	Iteration 11Q: 3 clusters Score -8029474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160259 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8029480.500000 Penalty: 1090.625000
	Iteration 12Q: 3 clusters Score -8029480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160260 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8029497.500000 Penalty: 1090.625000
	Iteration 13Q: 3 clusters Score -8029498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160260 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8029497.500000 Penalty: 1090.625000
	Iteration 14Q: 3 clusters Score -8029498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8029506.500000 Penalty: 1090.625000
	Iteration 15Q: 3 clusters Score -8029506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160262 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8029508.500000 Penalty: 1090.625000
	Iteration 16Q: 3 clusters Score -8029508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8029516.000000 Penalty: 1090.625000
	Iteration 17Q: 3 clusters Score -8029516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8029520.500000 Penalty: 1090.625000
	Iteration 18Q: 3 clusters Score -8029520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8029531.500000 Penalty: 1090.625000
	Iteration 19Q: 3 clusters Score -8029532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160262 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8029537.500000 Penalty: 1090.625000
	Iteration 20F: 3 clusters Score -8029538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160259 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8029537.000000 Penalty: 1090.625000
	Iteration 21Q: 3 clusters Score -8029537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160258 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8029532.000000 Penalty: 1090.625000
	Iteration 22Q: 3 clusters Score -8029532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160257 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8029529.500000 Penalty: 1090.625000
	Iteration 23Q: 3 clusters Score -8029530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160256 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8029533.500000 Penalty: 1090.625000
	Iteration 24Q: 3 clusters Score -8029534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160256 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8029533.500000 Penalty: 1090.625000
	Iteration 25F: 3 clusters Score -8029534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -5898.979004 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -5898.979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5649.919922 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -5649.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5696.993652 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -5696.994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5704.470215 Penalty: 458.362671
	Iteration 2Q: 3 clusters Score -5704.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5707.943848 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -5707.944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5709.955566 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -5709.956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5709.955566 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -5709.956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 95380 members 
Mstep: Class 4 contains 51311 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 64478 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 20998 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 56182 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 93392 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 18294 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 457 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 2766 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 344 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 19050 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 176319 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 128790 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 119585 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 178848 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 77 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 683 members 
Mstep: Class 50 contains 22297 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 944 members 
Mstep: Class 55 contains 211284 members 
Mstep: Class 56 contains 299 members 
Mstep: Class 57 contains 1316 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 7084 members 
Mstep: Class 60 contains 160314 members 
Mstep: Class 61 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 69. Lose 655.721619 but Gain 659.355469
Score: -90788400.000000 Penalty: 45495.535156
Iteration 239Q: 70 clusters Score -9.07884e+07 nChanged 18884
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 120882 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 95221 members 
Mstep: Class 4 contains 49715 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 1562 members 
Mstep: Class 8 contains 63553 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 38371 members 
Mstep: Class 11 contains 21251 members 
Mstep: Class 12 contains 5616 members 
Mstep: Class 13 contains 108 members 
Mstep: Class 14 contains 216140 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 56196 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 93812 members 
Mstep: Class 21 contains 9530 members 
Mstep: Class 22 contains 5947 members 
Mstep: Class 23 contains 18249 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 23751 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4085 members 
Mstep: Class 29 contains 2739 members 
Mstep: Class 30 contains 5484 members 
Mstep: Class 31 contains 352 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1227 members 
Mstep: Class 34 contains 19053 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 177820 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129321 members 
Mstep: Class 40 contains 412 members 
Mstep: Class 41 contains 119540 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 2128 members 
Mstep: Class 44 contains 180374 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 75 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 480 members 
Mstep: Class 49 contains 694 members 
Mstep: Class 50 contains 21863 members 
Mstep: Class 51 contains 1853 members 
Mstep: Class 52 contains 1329 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 946 members 
Mstep: Class 55 contains 209069 members 
Mstep: Class 56 contains 329 members 
Mstep: Class 57 contains 1323 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 7108 members 
Mstep: Class 60 contains 160188 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 144 members 
Mstep: Class 63 contains 234 members 
Mstep: Class 64 contains 49812 members 
Mstep: Class 65 contains 227 members 
Mstep: Class 66 contains 358 members 
Mstep: Class 67 contains 359 members 
Mstep: Class 68 contains 16146 members 
Mstep: Class 70 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791576.000000 Penalty: 45495.535156
Iteration 240F: 70 clusters Score -9.079158e+07 nChanged 18290
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 123158 members 
Mstep: Class 2 contains 7312 members 
Mstep: Class 3 contains 94830 members 
Mstep: Class 4 contains 48093 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 5809 members 
Mstep: Class 7 contains 1563 members 
Mstep: Class 8 contains 62347 members 
Mstep: Class 9 contains 1224 members 
Mstep: Class 10 contains 38359 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 12 contains 5658 members 
Mstep: Class 13 contains 100 members 
Mstep: Class 14 contains 216029 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 56105 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 93897 members 
Mstep: Class 21 contains 9497 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 18209 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 22268 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 2681 members 
Mstep: Class 30 contains 5441 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1228 members 
Mstep: Class 34 contains 19049 members 
Mstep: Class 35 contains 5304 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 180920 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 129380 members 
Mstep: Class 40 contains 451 members 
Mstep: Class 41 contains 119432 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2112 members 
Mstep: Class 44 contains 181186 members 
Mstep: Class 45 contains 829 members 
Mstep: Class 46 contains 74 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 476 members 
Mstep: Class 49 contains 703 members 
Mstep: Class 50 contains 21401 members 
Mstep: Class 51 contains 1926 members 
Mstep: Class 52 contains 1325 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 948 members 
Mstep: Class 55 contains 206384 members 
Mstep: Class 56 contains 329 members 
Mstep: Class 57 contains 1301 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 7077 members 
Mstep: Class 60 contains 158874 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 152 members 
Mstep: Class 63 contains 246 members 
Mstep: Class 64 contains 53002 members 
Mstep: Class 65 contains 242 members 
Mstep: Class 66 contains 379 members 
Mstep: Class 67 contains 396 members 
Mstep: Class 68 contains 16229 members 
Mstep: Class 70 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792848.000000 Penalty: 45495.535156
Iteration 241Q: 70 clusters Score -9.079285e+07 nChanged 19892
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 125609 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 94314 members 
Mstep: Class 4 contains 46568 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 5814 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 61136 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 38355 members 
Mstep: Class 11 contains 21845 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 96 members 
Mstep: Class 14 contains 215987 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 56048 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 93979 members 
Mstep: Class 21 contains 9458 members 
Mstep: Class 22 contains 5935 members 
Mstep: Class 23 contains 18170 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 20801 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 4062 members 
Mstep: Class 29 contains 2650 members 
Mstep: Class 30 contains 5419 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1237 members 
Mstep: Class 34 contains 19051 members 
Mstep: Class 35 contains 5315 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 186094 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129372 members 
Mstep: Class 40 contains 485 members 
Mstep: Class 41 contains 119330 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2097 members 
Mstep: Class 44 contains 181658 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 73 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 471 members 
Mstep: Class 49 contains 712 members 
Mstep: Class 50 contains 20943 members 
Mstep: Class 51 contains 1979 members 
Mstep: Class 52 contains 1317 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 948 members 
Mstep: Class 55 contains 202307 members 
Mstep: Class 56 contains 330 members 
Mstep: Class 57 contains 1277 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 7075 members 
Mstep: Class 60 contains 157595 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 149 members 
Mstep: Class 63 contains 249 members 
Mstep: Class 64 contains 55941 members 
Mstep: Class 65 contains 251 members 
Mstep: Class 66 contains 386 members 
Mstep: Class 67 contains 410 members 
Mstep: Class 68 contains 15906 members 
Mstep: Class 70 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 500.254578 but Gain 659.355469
Score: -90792864.000000 Penalty: 44836.179688
Iteration 242Q: 69 clusters Score -9.079286e+07 nChanged 25156
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 128728 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 93753 members 
Mstep: Class 4 contains 45150 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5817 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 59957 members 
Mstep: Class 10 contains 38352 members 
Mstep: Class 11 contains 22154 members 
Mstep: Class 12 contains 5727 members 
Mstep: Class 13 contains 93 members 
Mstep: Class 14 contains 215975 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 56012 members 
Mstep: Class 19 contains 857 members 
Mstep: Class 20 contains 93964 members 
Mstep: Class 21 contains 9405 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 18141 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 436 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 2632 members 
Mstep: Class 30 contains 5393 members 
Mstep: Class 31 contains 361 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1242 members 
Mstep: Class 34 contains 19065 members 
Mstep: Class 35 contains 5323 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 193404 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129271 members 
Mstep: Class 40 contains 514 members 
Mstep: Class 41 contains 119218 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2088 members 
Mstep: Class 44 contains 181349 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 71 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 466 members 
Mstep: Class 49 contains 720 members 
Mstep: Class 50 contains 20484 members 
Mstep: Class 51 contains 2011 members 
Mstep: Class 52 contains 1311 members 
Mstep: Class 53 contains 434 members 
Mstep: Class 54 contains 948 members 
Mstep: Class 55 contains 196589 members 
Mstep: Class 56 contains 330 members 
Mstep: Class 57 contains 1255 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 7076 members 
Mstep: Class 60 contains 156469 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 254 members 
Mstep: Class 64 contains 59450 members 
Mstep: Class 65 contains 256 members 
Mstep: Class 66 contains 391 members 
Mstep: Class 67 contains 414 members 
Mstep: Class 68 contains 15071 members 
Mstep: Class 70 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792456.000000 Penalty: 44836.179688
Iteration 243Q: 69 clusters Score -9.079246e+07 nChanged 27267
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 131467 members 
Mstep: Class 2 contains 7308 members 
Mstep: Class 3 contains 92829 members 
Mstep: Class 4 contains 43847 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5817 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 58862 members 
Mstep: Class 10 contains 38356 members 
Mstep: Class 11 contains 22513 members 
Mstep: Class 12 contains 5777 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 215968 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 55958 members 
Mstep: Class 19 contains 867 members 
Mstep: Class 20 contains 93922 members 
Mstep: Class 21 contains 9362 members 
Mstep: Class 22 contains 5958 members 
Mstep: Class 23 contains 18121 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 17809 members 
Mstep: Class 26 contains 431 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 2623 members 
Mstep: Class 30 contains 5383 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1246 members 
Mstep: Class 34 contains 19052 members 
Mstep: Class 35 contains 5329 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 202000 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 129138 members 
Mstep: Class 40 contains 527 members 
Mstep: Class 41 contains 119087 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2079 members 
Mstep: Class 44 contains 180989 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 732 members 
Mstep: Class 50 contains 19999 members 
Mstep: Class 51 contains 2012 members 
Mstep: Class 52 contains 1305 members 
Mstep: Class 53 contains 429 members 
Mstep: Class 54 contains 950 members 
Mstep: Class 55 contains 188957 members 
Mstep: Class 56 contains 329 members 
Mstep: Class 57 contains 1247 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 7071 members 
Mstep: Class 60 contains 155322 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 144 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 63693 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 397 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 13994 members 
Mstep: Class 70 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791584.000000 Penalty: 44836.179688
Iteration 244Q: 69 clusters Score -9.079158e+07 nChanged 27770
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 133976 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 91983 members 
Mstep: Class 4 contains 42739 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5817 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 57835 members 
Mstep: Class 10 contains 38359 members 
Mstep: Class 11 contains 22878 members 
Mstep: Class 12 contains 5824 members 
Mstep: Class 13 contains 86 members 
Mstep: Class 14 contains 215966 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 55891 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 93897 members 
Mstep: Class 21 contains 9302 members 
Mstep: Class 22 contains 5967 members 
Mstep: Class 23 contains 18100 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 16426 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 2625 members 
Mstep: Class 30 contains 5370 members 
Mstep: Class 31 contains 369 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1251 members 
Mstep: Class 34 contains 19052 members 
Mstep: Class 35 contains 5336 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 211080 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 128965 members 
Mstep: Class 40 contains 540 members 
Mstep: Class 41 contains 118972 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2074 members 
Mstep: Class 44 contains 180941 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 458 members 
Mstep: Class 49 contains 746 members 
Mstep: Class 50 contains 19609 members 
Mstep: Class 51 contains 2021 members 
Mstep: Class 52 contains 1295 members 
Mstep: Class 53 contains 431 members 
Mstep: Class 54 contains 950 members 
Mstep: Class 55 contains 179441 members 
Mstep: Class 56 contains 327 members 
Mstep: Class 57 contains 1238 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 7060 members 
Mstep: Class 60 contains 154141 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 143 members 
Mstep: Class 63 contains 259 members 
Mstep: Class 64 contains 68568 members 
Mstep: Class 65 contains 261 members 
Mstep: Class 66 contains 400 members 
Mstep: Class 67 contains 423 members 
Mstep: Class 68 contains 13057 members 
Mstep: Class 70 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790904.000000 Penalty: 44836.179688
Iteration 245Q: 69 clusters Score -9.07909e+07 nChanged 23659
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 7299 members 
Mstep: Class 3 contains 91041 members 
Mstep: Class 4 contains 41666 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 56856 members 
Mstep: Class 10 contains 38356 members 
Mstep: Class 11 contains 23212 members 
Mstep: Class 12 contains 5884 members 
Mstep: Class 13 contains 82 members 
Mstep: Class 14 contains 215974 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 55818 members 
Mstep: Class 19 contains 885 members 
Mstep: Class 20 contains 93838 members 
Mstep: Class 21 contains 9248 members 
Mstep: Class 22 contains 5974 members 
Mstep: Class 23 contains 18073 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 15132 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 4045 members 
Mstep: Class 29 contains 2619 members 
Mstep: Class 30 contains 5368 members 
Mstep: Class 31 contains 370 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1251 members 
Mstep: Class 34 contains 19051 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 217332 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 128765 members 
Mstep: Class 40 contains 552 members 
Mstep: Class 41 contains 118846 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2067 members 
Mstep: Class 44 contains 181632 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 759 members 
Mstep: Class 50 contains 19283 members 
Mstep: Class 51 contains 2027 members 
Mstep: Class 52 contains 1284 members 
Mstep: Class 53 contains 433 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 171836 members 
Mstep: Class 56 contains 324 members 
Mstep: Class 57 contains 1233 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 7048 members 
Mstep: Class 60 contains 152929 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 143 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 73346 members 
Mstep: Class 65 contains 264 members 
Mstep: Class 66 contains 407 members 
Mstep: Class 67 contains 429 members 
Mstep: Class 68 contains 12383 members 
Mstep: Class 70 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790512.000000 Penalty: 44836.179688
Iteration 246Q: 69 clusters Score -9.079051e+07 nChanged 20289
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 138953 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 90097 members 
Mstep: Class 4 contains 40644 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 5814 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 55959 members 
Mstep: Class 10 contains 38350 members 
Mstep: Class 11 contains 23557 members 
Mstep: Class 12 contains 5964 members 
Mstep: Class 13 contains 79 members 
Mstep: Class 14 contains 215976 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55761 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93776 members 
Mstep: Class 21 contains 9198 members 
Mstep: Class 22 contains 5986 members 
Mstep: Class 23 contains 18029 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 13916 members 
Mstep: Class 26 contains 417 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 5373 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1252 members 
Mstep: Class 34 contains 19045 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 221058 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 128513 members 
Mstep: Class 40 contains 558 members 
Mstep: Class 41 contains 118753 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2065 members 
Mstep: Class 44 contains 182741 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 767 members 
Mstep: Class 50 contains 18904 members 
Mstep: Class 51 contains 2032 members 
Mstep: Class 52 contains 1272 members 
Mstep: Class 53 contains 433 members 
Mstep: Class 54 contains 953 members 
Mstep: Class 55 contains 166159 members 
Mstep: Class 56 contains 324 members 
Mstep: Class 57 contains 1225 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 7038 members 
Mstep: Class 60 contains 151546 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 143 members 
Mstep: Class 63 contains 258 members 
Mstep: Class 64 contains 78129 members 
Mstep: Class 65 contains 270 members 
Mstep: Class 66 contains 412 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 11963 members 
Mstep: Class 70 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90789504.000000 Penalty: 44836.179688
Iteration 247Q: 69 clusters Score -9.07895e+07 nChanged 17993
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 141370 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 89117 members 
Mstep: Class 4 contains 39684 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 5818 members 
Mstep: Class 7 contains 1571 members 
Mstep: Class 8 contains 55104 members 
Mstep: Class 10 contains 38354 members 
Mstep: Class 11 contains 23914 members 
Mstep: Class 12 contains 6047 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 215973 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55734 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 93778 members 
Mstep: Class 21 contains 9146 members 
Mstep: Class 22 contains 5983 members 
Mstep: Class 23 contains 17998 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 12797 members 
Mstep: Class 26 contains 415 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 2585 members 
Mstep: Class 30 contains 5374 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1252 members 
Mstep: Class 34 contains 19043 members 
Mstep: Class 35 contains 5360 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 222845 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 128295 members 
Mstep: Class 40 contains 568 members 
Mstep: Class 41 contains 118627 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2066 members 
Mstep: Class 44 contains 183956 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 775 members 
Mstep: Class 50 contains 18537 members 
Mstep: Class 51 contains 2037 members 
Mstep: Class 52 contains 1266 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 161963 members 
Mstep: Class 56 contains 324 members 
Mstep: Class 57 contains 1220 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 7017 members 
Mstep: Class 60 contains 149972 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 143 members 
Mstep: Class 63 contains 257 members 
Mstep: Class 64 contains 82894 members 
Mstep: Class 65 contains 275 members 
Mstep: Class 66 contains 422 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 11854 members 
Mstep: Class 70 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90788520.000000 Penalty: 44836.179688
Iteration 248Q: 69 clusters Score -9.078852e+07 nChanged 16653
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 143782 members 
Mstep: Class 2 contains 7288 members 
Mstep: Class 3 contains 88148 members 
Mstep: Class 4 contains 38692 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 5826 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 54248 members 
Mstep: Class 10 contains 38350 members 
Mstep: Class 11 contains 24259 members 
Mstep: Class 12 contains 6092 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 215956 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55719 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93802 members 
Mstep: Class 21 contains 9101 members 
Mstep: Class 22 contains 5976 members 
Mstep: Class 23 contains 17966 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 11761 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 5373 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1253 members 
Mstep: Class 34 contains 19045 members 
Mstep: Class 35 contains 5371 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 224465 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 128103 members 
Mstep: Class 40 contains 575 members 
Mstep: Class 41 contains 118513 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2066 members 
Mstep: Class 44 contains 184939 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 454 members 
Mstep: Class 49 contains 786 members 
Mstep: Class 50 contains 18050 members 
Mstep: Class 51 contains 2045 members 
Mstep: Class 52 contains 1260 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 158751 members 
Mstep: Class 56 contains 324 members 
Mstep: Class 57 contains 1218 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6996 members 
Mstep: Class 60 contains 147825 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 143 members 
Mstep: Class 63 contains 257 members 
Mstep: Class 64 contains 87557 members 
Mstep: Class 65 contains 280 members 
Mstep: Class 66 contains 430 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 11869 members 
Mstep: Class 70 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90788504.000000 Penalty: 44836.179688
Iteration 249Q: 69 clusters Score -9.07885e+07 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 146073 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 87158 members 
Mstep: Class 4 contains 37661 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 5826 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 53371 members 
Mstep: Class 10 contains 38343 members 
Mstep: Class 11 contains 24622 members 
Mstep: Class 12 contains 6102 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 215964 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 55681 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 20 contains 93836 members 
Mstep: Class 21 contains 9036 members 
Mstep: Class 22 contains 5958 members 
Mstep: Class 23 contains 17934 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 10817 members 
Mstep: Class 26 contains 414 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 2575 members 
Mstep: Class 30 contains 5373 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1256 members 
Mstep: Class 34 contains 19047 members 
Mstep: Class 35 contains 5377 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 226086 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 127942 members 
Mstep: Class 40 contains 586 members 
Mstep: Class 41 contains 118427 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2066 members 
Mstep: Class 44 contains 185850 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 449 members 
Mstep: Class 49 contains 796 members 
Mstep: Class 50 contains 17659 members 
Mstep: Class 51 contains 2044 members 
Mstep: Class 52 contains 1253 members 
Mstep: Class 53 contains 429 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 156183 members 
Mstep: Class 56 contains 324 members 
Mstep: Class 57 contains 1213 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6973 members 
Mstep: Class 60 contains 144954 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 143 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 92298 members 
Mstep: Class 65 contains 283 members 
Mstep: Class 66 contains 438 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 11972 members 
Mstep: Class 70 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787432.000000 Penalty: 44836.179688
Iteration 250Q: 69 clusters Score -9.078743e+07 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 148296 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 86082 members 
Mstep: Class 4 contains 36685 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 52506 members 
Mstep: Class 10 contains 38333 members 
Mstep: Class 11 contains 24962 members 
Mstep: Class 12 contains 6130 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 215965 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1529 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55650 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 20 contains 93846 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 5943 members 
Mstep: Class 23 contains 17897 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 9958 members 
Mstep: Class 26 contains 413 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 5360 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 19049 members 
Mstep: Class 35 contains 5380 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 227982 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 127764 members 
Mstep: Class 40 contains 595 members 
Mstep: Class 41 contains 118390 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2064 members 
Mstep: Class 44 contains 186546 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 812 members 
Mstep: Class 50 contains 17333 members 
Mstep: Class 51 contains 2044 members 
Mstep: Class 52 contains 1246 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 154299 members 
Mstep: Class 56 contains 324 members 
Mstep: Class 57 contains 1209 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6958 members 
Mstep: Class 60 contains 141575 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 143 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 96759 members 
Mstep: Class 65 contains 286 members 
Mstep: Class 66 contains 443 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 12032 members 
Mstep: Class 70 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786544.000000 Penalty: 44836.179688
Iteration 251Q: 69 clusters Score -9.078654e+07 nChanged 14383
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 150407 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 84981 members 
Mstep: Class 4 contains 35751 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5863 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 51607 members 
Mstep: Class 10 contains 38325 members 
Mstep: Class 11 contains 25334 members 
Mstep: Class 12 contains 6154 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 215971 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1528 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 55617 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 93864 members 
Mstep: Class 21 contains 8948 members 
Mstep: Class 22 contains 5949 members 
Mstep: Class 23 contains 17858 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 9171 members 
Mstep: Class 26 contains 412 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 2554 members 
Mstep: Class 30 contains 5354 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1256 members 
Mstep: Class 34 contains 19058 members 
Mstep: Class 35 contains 5384 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 229955 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 127601 members 
Mstep: Class 40 contains 605 members 
Mstep: Class 41 contains 118472 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2064 members 
Mstep: Class 44 contains 187074 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 449 members 
Mstep: Class 49 contains 828 members 
Mstep: Class 50 contains 17063 members 
Mstep: Class 51 contains 2045 members 
Mstep: Class 52 contains 1234 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 152835 members 
Mstep: Class 56 contains 324 members 
Mstep: Class 57 contains 1205 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6946 members 
Mstep: Class 60 contains 137902 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 144 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 100981 members 
Mstep: Class 65 contains 287 members 
Mstep: Class 66 contains 449 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 12090 members 
Mstep: Class 70 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90785048.000000 Penalty: 44836.179688
Iteration 252Q: 69 clusters Score -9.078505e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152427 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 83818 members 
Mstep: Class 4 contains 34838 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5889 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 50766 members 
Mstep: Class 10 contains 38322 members 
Mstep: Class 11 contains 25722 members 
Mstep: Class 12 contains 6174 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 215987 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1531 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 55562 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 93883 members 
Mstep: Class 21 contains 8899 members 
Mstep: Class 22 contains 5946 members 
Mstep: Class 23 contains 17827 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 8454 members 
Mstep: Class 26 contains 412 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 2548 members 
Mstep: Class 30 contains 5367 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1259 members 
Mstep: Class 34 contains 19060 members 
Mstep: Class 35 contains 5385 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 231842 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 127400 members 
Mstep: Class 40 contains 606 members 
Mstep: Class 41 contains 118630 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2063 members 
Mstep: Class 44 contains 187578 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 841 members 
Mstep: Class 50 contains 16896 members 
Mstep: Class 51 contains 2042 members 
Mstep: Class 52 contains 1223 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 151913 members 
Mstep: Class 56 contains 324 members 
Mstep: Class 57 contains 1202 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6944 members 
Mstep: Class 60 contains 136255 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 144 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 102634 members 
Mstep: Class 65 contains 289 members 
Mstep: Class 66 contains 450 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 12103 members 
Mstep: Class 70 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90783080.000000 Penalty: 44836.179688
Iteration 253Q: 69 clusters Score -9.078308e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154393 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 82593 members 
Mstep: Class 4 contains 33935 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5908 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 49910 members 
Mstep: Class 10 contains 38321 members 
Mstep: Class 11 contains 26135 members 
Mstep: Class 12 contains 6157 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 215998 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1529 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 55544 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 93881 members 
Mstep: Class 21 contains 8823 members 
Mstep: Class 22 contains 5940 members 
Mstep: Class 23 contains 17810 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 7822 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 2541 members 
Mstep: Class 30 contains 5363 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1265 members 
Mstep: Class 34 contains 19065 members 
Mstep: Class 35 contains 5388 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 233617 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 127192 members 
Mstep: Class 40 contains 610 members 
Mstep: Class 41 contains 118908 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2064 members 
Mstep: Class 44 contains 187990 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 849 members 
Mstep: Class 50 contains 16699 members 
Mstep: Class 51 contains 2039 members 
Mstep: Class 52 contains 1218 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 151467 members 
Mstep: Class 56 contains 325 members 
Mstep: Class 57 contains 1198 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6936 members 
Mstep: Class 60 contains 136412 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 144 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 102253 members 
Mstep: Class 65 contains 288 members 
Mstep: Class 66 contains 452 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 12072 members 
Mstep: Class 70 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90781608.000000 Penalty: 44836.179688
Iteration 254Q: 69 clusters Score -9.078161e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 156346 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 81321 members 
Mstep: Class 4 contains 33118 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 49089 members 
Mstep: Class 10 contains 38331 members 
Mstep: Class 11 contains 26522 members 
Mstep: Class 12 contains 6116 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 216019 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 55517 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 93886 members 
Mstep: Class 21 contains 8760 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 17798 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 7240 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 2545 members 
Mstep: Class 30 contains 5371 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1267 members 
Mstep: Class 34 contains 19078 members 
Mstep: Class 35 contains 5385 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 235146 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 126997 members 
Mstep: Class 40 contains 612 members 
Mstep: Class 41 contains 119200 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2064 members 
Mstep: Class 44 contains 188291 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 16492 members 
Mstep: Class 51 contains 2037 members 
Mstep: Class 52 contains 1215 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 151286 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 1196 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6935 members 
Mstep: Class 60 contains 136878 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 143 members 
Mstep: Class 63 contains 256 members 
Mstep: Class 64 contains 101465 members 
Mstep: Class 65 contains 286 members 
Mstep: Class 66 contains 456 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 12070 members 
Mstep: Class 70 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780592.000000 Penalty: 44836.179688
Iteration 255Q: 69 clusters Score -9.078059e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 158205 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 79979 members 
Mstep: Class 4 contains 32437 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 48299 members 
Mstep: Class 10 contains 38336 members 
Mstep: Class 11 contains 26860 members 
Mstep: Class 12 contains 6044 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 216040 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1528 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55484 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 20 contains 93907 members 
Mstep: Class 21 contains 8686 members 
Mstep: Class 22 contains 5932 members 
Mstep: Class 23 contains 17784 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 6681 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 2547 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 370 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 19087 members 
Mstep: Class 35 contains 5389 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 236532 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 126849 members 
Mstep: Class 40 contains 610 members 
Mstep: Class 41 contains 119609 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2066 members 
Mstep: Class 44 contains 188533 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 851 members 
Mstep: Class 50 contains 16312 members 
Mstep: Class 51 contains 2040 members 
Mstep: Class 52 contains 1213 members 
Mstep: Class 53 contains 427 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 151327 members 
Mstep: Class 56 contains 327 members 
Mstep: Class 57 contains 1192 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6932 members 
Mstep: Class 60 contains 137443 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 142 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 100455 members 
Mstep: Class 65 contains 283 members 
Mstep: Class 66 contains 465 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 12040 members 
Mstep: Class 70 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779656.000000 Penalty: 44836.179688
Iteration 256Q: 69 clusters Score -9.077966e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 160016 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 78561 members 
Mstep: Class 4 contains 31805 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 47562 members 
Mstep: Class 10 contains 38338 members 
Mstep: Class 11 contains 27175 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 216064 members 
Mstep: Class 15 contains 494 members 
Mstep: Class 16 contains 1529 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55444 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 93909 members 
Mstep: Class 21 contains 8619 members 
Mstep: Class 22 contains 5923 members 
Mstep: Class 23 contains 17765 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 6138 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4039 members 
Mstep: Class 29 contains 2550 members 
Mstep: Class 30 contains 5400 members 
Mstep: Class 31 contains 369 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 19088 members 
Mstep: Class 35 contains 5392 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 237452 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 126642 members 
Mstep: Class 40 contains 612 members 
Mstep: Class 41 contains 120129 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2065 members 
Mstep: Class 44 contains 188700 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 446 members 
Mstep: Class 49 contains 851 members 
Mstep: Class 50 contains 16119 members 
Mstep: Class 51 contains 2042 members 
Mstep: Class 52 contains 1208 members 
Mstep: Class 53 contains 427 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 151688 members 
Mstep: Class 56 contains 329 members 
Mstep: Class 57 contains 1189 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6933 members 
Mstep: Class 60 contains 138027 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 254 members 
Mstep: Class 64 contains 99659 members 
Mstep: Class 65 contains 281 members 
Mstep: Class 66 contains 470 members 
Mstep: Class 67 contains 438 members 
Mstep: Class 68 contains 12008 members 
Mstep: Class 70 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779048.000000 Penalty: 44836.179688
Iteration 257Q: 69 clusters Score -9.077905e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 161836 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 77200 members 
Mstep: Class 4 contains 31173 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 46834 members 
Mstep: Class 10 contains 38345 members 
Mstep: Class 11 contains 27502 members 
Mstep: Class 12 contains 5879 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 216062 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1528 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55417 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 93910 members 
Mstep: Class 21 contains 8564 members 
Mstep: Class 22 contains 5917 members 
Mstep: Class 23 contains 17729 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 5634 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 2553 members 
Mstep: Class 30 contains 5409 members 
Mstep: Class 31 contains 369 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 19088 members 
Mstep: Class 35 contains 5399 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 238280 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 126410 members 
Mstep: Class 40 contains 612 members 
Mstep: Class 41 contains 120636 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2064 members 
Mstep: Class 44 contains 188884 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 852 members 
Mstep: Class 50 contains 15893 members 
Mstep: Class 51 contains 2049 members 
Mstep: Class 52 contains 1202 members 
Mstep: Class 53 contains 427 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 152049 members 
Mstep: Class 56 contains 330 members 
Mstep: Class 57 contains 1185 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6940 members 
Mstep: Class 60 contains 138615 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 252 members 
Mstep: Class 64 contains 98878 members 
Mstep: Class 65 contains 281 members 
Mstep: Class 66 contains 475 members 
Mstep: Class 67 contains 438 members 
Mstep: Class 68 contains 12033 members 
Mstep: Class 70 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90778928.000000 Penalty: 44836.179688
Iteration 258Q: 69 clusters Score -9.077893e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 163231 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 76105 members 
Mstep: Class 4 contains 30589 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 46165 members 
Mstep: Class 10 contains 38351 members 
Mstep: Class 11 contains 27829 members 
Mstep: Class 12 contains 5737 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 216092 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55406 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 93925 members 
Mstep: Class 21 contains 8486 members 
Mstep: Class 22 contains 5908 members 
Mstep: Class 23 contains 17704 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 5230 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 2556 members 
Mstep: Class 30 contains 5424 members 
Mstep: Class 31 contains 369 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 19098 members 
Mstep: Class 35 contains 5402 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 238835 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 126174 members 
Mstep: Class 40 contains 613 members 
Mstep: Class 41 contains 121209 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2064 members 
Mstep: Class 44 contains 189034 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 446 members 
Mstep: Class 49 contains 853 members 
Mstep: Class 50 contains 15627 members 
Mstep: Class 51 contains 2049 members 
Mstep: Class 52 contains 1200 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 152490 members 
Mstep: Class 56 contains 332 members 
Mstep: Class 57 contains 1181 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6939 members 
Mstep: Class 60 contains 139155 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 252 members 
Mstep: Class 64 contains 98254 members 
Mstep: Class 65 contains 283 members 
Mstep: Class 66 contains 479 members 
Mstep: Class 67 contains 438 members 
Mstep: Class 68 contains 12065 members 
Mstep: Class 70 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90778976.000000 Penalty: 44836.179688
Iteration 259Q: 69 clusters Score -9.077898e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 75133 members 
Mstep: Class 4 contains 30070 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 6127 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 45565 members 
Mstep: Class 10 contains 38353 members 
Mstep: Class 11 contains 28126 members 
Mstep: Class 12 contains 5573 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 216113 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55394 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 93934 members 
Mstep: Class 21 contains 8399 members 
Mstep: Class 22 contains 5898 members 
Mstep: Class 23 contains 17673 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 4910 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4030 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 5448 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 19107 members 
Mstep: Class 35 contains 5407 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 239286 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 125907 members 
Mstep: Class 40 contains 615 members 
Mstep: Class 41 contains 121840 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2064 members 
Mstep: Class 44 contains 189081 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 852 members 
Mstep: Class 50 contains 15397 members 
Mstep: Class 51 contains 2052 members 
Mstep: Class 52 contains 1196 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 952 members 
Mstep: Class 55 contains 153102 members 
Mstep: Class 56 contains 334 members 
Mstep: Class 57 contains 1178 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6943 members 
Mstep: Class 60 contains 139622 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 252 members 
Mstep: Class 64 contains 97592 members 
Mstep: Class 65 contains 282 members 
Mstep: Class 66 contains 486 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 12108 members 
Mstep: Class 70 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780192.000000 Penalty: 44836.179688
Iteration 260F: 69 clusters Score -9.078019e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 165413 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 74274 members 
Mstep: Class 4 contains 29563 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 6191 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 44982 members 
Mstep: Class 10 contains 38351 members 
Mstep: Class 11 contains 28442 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 216143 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55392 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 93950 members 
Mstep: Class 21 contains 8316 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 17646 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 4644 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4027 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 19111 members 
Mstep: Class 35 contains 5409 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 239866 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 125642 members 
Mstep: Class 40 contains 615 members 
Mstep: Class 41 contains 122515 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2062 members 
Mstep: Class 44 contains 189059 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 856 members 
Mstep: Class 50 contains 15059 members 
Mstep: Class 51 contains 2052 members 
Mstep: Class 52 contains 1193 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 953 members 
Mstep: Class 55 contains 153519 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1173 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6945 members 
Mstep: Class 60 contains 135606 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 101563 members 
Mstep: Class 65 contains 282 members 
Mstep: Class 66 contains 491 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 12153 members 
Mstep: Class 70 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779872.000000 Penalty: 44836.179688
Iteration 261Q: 69 clusters Score -9.077987e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 166275 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 73562 members 
Mstep: Class 4 contains 29013 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 6234 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 44390 members 
Mstep: Class 10 contains 38357 members 
Mstep: Class 11 contains 28778 members 
Mstep: Class 12 contains 5233 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 216150 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55407 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 93976 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 17612 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 4408 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4025 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 5467 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1273 members 
Mstep: Class 34 contains 19115 members 
Mstep: Class 35 contains 5414 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 240640 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 125378 members 
Mstep: Class 40 contains 614 members 
Mstep: Class 41 contains 123217 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2062 members 
Mstep: Class 44 contains 189069 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 449 members 
Mstep: Class 49 contains 857 members 
Mstep: Class 50 contains 14674 members 
Mstep: Class 51 contains 2051 members 
Mstep: Class 52 contains 1191 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 954 members 
Mstep: Class 55 contains 154082 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1168 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6953 members 
Mstep: Class 60 contains 131215 members 
Mstep: Class 61 contains 155 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 254 members 
Mstep: Class 64 contains 105622 members 
Mstep: Class 65 contains 279 members 
Mstep: Class 66 contains 496 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 12156 members 
Mstep: Class 70 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779040.000000 Penalty: 44836.179688
Iteration 262Q: 69 clusters Score -9.077904e+07 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 7279 members 
Mstep: Class 3 contains 72949 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 6267 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 43876 members 
Mstep: Class 10 contains 38361 members 
Mstep: Class 11 contains 29125 members 
Mstep: Class 12 contains 5070 members 
Mstep: Class 13 contains 77 members 
Mstep: Class 14 contains 216166 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1525 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55432 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 94001 members 
Mstep: Class 21 contains 8123 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 17584 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 4202 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4022 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 5475 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1273 members 
Mstep: Class 34 contains 19112 members 
Mstep: Class 35 contains 5417 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 241625 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 125129 members 
Mstep: Class 40 contains 614 members 
Mstep: Class 41 contains 123863 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2064 members 
Mstep: Class 44 contains 189037 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 858 members 
Mstep: Class 50 contains 14316 members 
Mstep: Class 51 contains 2051 members 
Mstep: Class 52 contains 1190 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 955 members 
Mstep: Class 55 contains 154756 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1163 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6956 members 
Mstep: Class 60 contains 126614 members 
Mstep: Class 61 contains 155 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 109570 members 
Mstep: Class 65 contains 272 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 12132 members 
Mstep: Class 70 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90778872.000000 Penalty: 44836.179688
Iteration 263Q: 69 clusters Score -9.077887e+07 nChanged 12657
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 167691 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 72401 members 
Mstep: Class 4 contains 27987 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6294 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 43339 members 
Mstep: Class 10 contains 38354 members 
Mstep: Class 11 contains 29483 members 
Mstep: Class 12 contains 4892 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216192 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1525 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55433 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 94023 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 17562 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 4050 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4019 members 
Mstep: Class 29 contains 2585 members 
Mstep: Class 30 contains 5491 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 19110 members 
Mstep: Class 35 contains 5416 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 242682 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 124880 members 
Mstep: Class 40 contains 616 members 
Mstep: Class 41 contains 124517 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2064 members 
Mstep: Class 44 contains 188922 members 
Mstep: Class 45 contains 827 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 859 members 
Mstep: Class 50 contains 13828 members 
Mstep: Class 51 contains 2050 members 
Mstep: Class 52 contains 1190 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 956 members 
Mstep: Class 55 contains 155638 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1160 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6951 members 
Mstep: Class 60 contains 121953 members 
Mstep: Class 61 contains 155 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 251 members 
Mstep: Class 64 contains 113388 members 
Mstep: Class 65 contains 271 members 
Mstep: Class 66 contains 512 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 12105 members 
Mstep: Class 70 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90778480.000000 Penalty: 44836.179688
Iteration 264Q: 69 clusters Score -9.077848e+07 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 168304 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 71937 members 
Mstep: Class 4 contains 27517 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 42841 members 
Mstep: Class 10 contains 38348 members 
Mstep: Class 11 contains 29870 members 
Mstep: Class 12 contains 4690 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216221 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1523 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 55451 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 94020 members 
Mstep: Class 21 contains 7920 members 
Mstep: Class 22 contains 5906 members 
Mstep: Class 23 contains 17535 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3909 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4016 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 5506 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1274 members 
Mstep: Class 34 contains 19104 members 
Mstep: Class 35 contains 5417 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 243765 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 124596 members 
Mstep: Class 40 contains 618 members 
Mstep: Class 41 contains 125189 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2064 members 
Mstep: Class 44 contains 188799 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 860 members 
Mstep: Class 50 contains 13351 members 
Mstep: Class 51 contains 2049 members 
Mstep: Class 52 contains 1190 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 957 members 
Mstep: Class 55 contains 156623 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1157 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6947 members 
Mstep: Class 60 contains 117118 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 249 members 
Mstep: Class 64 contains 117224 members 
Mstep: Class 65 contains 271 members 
Mstep: Class 66 contains 517 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 12078 members 
Mstep: Class 70 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90777264.000000 Penalty: 44836.179688
Iteration 265Q: 69 clusters Score -9.077726e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 71524 members 
Mstep: Class 4 contains 27055 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 42392 members 
Mstep: Class 10 contains 38350 members 
Mstep: Class 11 contains 30290 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216210 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 55431 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 94005 members 
Mstep: Class 21 contains 7802 members 
Mstep: Class 22 contains 5905 members 
Mstep: Class 23 contains 17518 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 403 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4015 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 5522 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 19106 members 
Mstep: Class 35 contains 5422 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 244838 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 124346 members 
Mstep: Class 40 contains 621 members 
Mstep: Class 41 contains 125805 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2063 members 
Mstep: Class 44 contains 188721 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 861 members 
Mstep: Class 50 contains 12960 members 
Mstep: Class 51 contains 2048 members 
Mstep: Class 52 contains 1191 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 957 members 
Mstep: Class 55 contains 157862 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1158 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6941 members 
Mstep: Class 60 contains 112167 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 248 members 
Mstep: Class 64 contains 120918 members 
Mstep: Class 65 contains 270 members 
Mstep: Class 66 contains 522 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 11976 members 
Mstep: Class 70 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90776472.000000 Penalty: 44836.179688
Iteration 266Q: 69 clusters Score -9.077647e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 71134 members 
Mstep: Class 4 contains 26571 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 41974 members 
Mstep: Class 10 contains 38349 members 
Mstep: Class 11 contains 30704 members 
Mstep: Class 12 contains 4279 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216218 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1519 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 55434 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 94016 members 
Mstep: Class 21 contains 7670 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 17501 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3690 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4015 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 5542 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1276 members 
Mstep: Class 34 contains 19113 members 
Mstep: Class 35 contains 5422 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 245867 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 124103 members 
Mstep: Class 40 contains 623 members 
Mstep: Class 41 contains 126448 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2063 members 
Mstep: Class 44 contains 188649 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 452 members 
Mstep: Class 49 contains 864 members 
Mstep: Class 50 contains 12634 members 
Mstep: Class 51 contains 2049 members 
Mstep: Class 52 contains 1192 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 957 members 
Mstep: Class 55 contains 159296 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1157 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6935 members 
Mstep: Class 60 contains 107187 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 248 members 
Mstep: Class 64 contains 124371 members 
Mstep: Class 65 contains 269 members 
Mstep: Class 66 contains 526 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 11870 members 
Mstep: Class 70 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90775952.000000 Penalty: 44836.179688
Iteration 267Q: 69 clusters Score -9.077595e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 169638 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 70784 members 
Mstep: Class 4 contains 26137 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 41565 members 
Mstep: Class 10 contains 38349 members 
Mstep: Class 11 contains 31133 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216232 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1518 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55420 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 94007 members 
Mstep: Class 21 contains 7548 members 
Mstep: Class 22 contains 5913 members 
Mstep: Class 23 contains 17489 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3605 members 
Mstep: Class 26 contains 401 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4015 members 
Mstep: Class 29 contains 2608 members 
Mstep: Class 30 contains 5573 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1277 members 
Mstep: Class 34 contains 19105 members 
Mstep: Class 35 contains 5423 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 246790 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 123892 members 
Mstep: Class 40 contains 623 members 
Mstep: Class 41 contains 127057 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2063 members 
Mstep: Class 44 contains 188529 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 452 members 
Mstep: Class 49 contains 866 members 
Mstep: Class 50 contains 12200 members 
Mstep: Class 51 contains 2051 members 
Mstep: Class 52 contains 1193 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 957 members 
Mstep: Class 55 contains 160717 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1156 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6930 members 
Mstep: Class 60 contains 102455 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 248 members 
Mstep: Class 64 contains 127735 members 
Mstep: Class 65 contains 269 members 
Mstep: Class 66 contains 529 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 11782 members 
Mstep: Class 70 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90775064.000000 Penalty: 44836.179688
Iteration 268Q: 69 clusters Score -9.077506e+07 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 170046 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 70446 members 
Mstep: Class 4 contains 25693 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 41169 members 
Mstep: Class 10 contains 38350 members 
Mstep: Class 11 contains 31567 members 
Mstep: Class 12 contains 3845 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216271 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1517 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 55412 members 
Mstep: Class 19 contains 915 members 
Mstep: Class 20 contains 94014 members 
Mstep: Class 21 contains 7437 members 
Mstep: Class 22 contains 5910 members 
Mstep: Class 23 contains 17469 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 398 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4015 members 
Mstep: Class 29 contains 2608 members 
Mstep: Class 30 contains 5584 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1277 members 
Mstep: Class 34 contains 19095 members 
Mstep: Class 35 contains 5425 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 247627 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 123672 members 
Mstep: Class 40 contains 624 members 
Mstep: Class 41 contains 127657 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2063 members 
Mstep: Class 44 contains 188361 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 449 members 
Mstep: Class 49 contains 868 members 
Mstep: Class 50 contains 11811 members 
Mstep: Class 51 contains 2052 members 
Mstep: Class 52 contains 1195 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 958 members 
Mstep: Class 55 contains 162296 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1158 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6927 members 
Mstep: Class 60 contains 97964 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 248 members 
Mstep: Class 64 contains 130790 members 
Mstep: Class 65 contains 269 members 
Mstep: Class 66 contains 531 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 11676 members 
Mstep: Class 70 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90773960.000000 Penalty: 44836.179688
Iteration 269Q: 69 clusters Score -9.077396e+07 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 170388 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 70135 members 
Mstep: Class 4 contains 25271 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 40761 members 
Mstep: Class 10 contains 38359 members 
Mstep: Class 11 contains 31989 members 
Mstep: Class 12 contains 3649 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216304 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1515 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 55407 members 
Mstep: Class 19 contains 917 members 
Mstep: Class 20 contains 93993 members 
Mstep: Class 21 contains 7335 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 17444 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3449 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 2610 members 
Mstep: Class 30 contains 5589 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1277 members 
Mstep: Class 34 contains 19088 members 
Mstep: Class 35 contains 5424 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 248465 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 123444 members 
Mstep: Class 40 contains 626 members 
Mstep: Class 41 contains 128286 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2063 members 
Mstep: Class 44 contains 188157 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 455 members 
Mstep: Class 49 contains 874 members 
Mstep: Class 50 contains 11526 members 
Mstep: Class 51 contains 2051 members 
Mstep: Class 52 contains 1196 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 960 members 
Mstep: Class 55 contains 163912 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1160 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6918 members 
Mstep: Class 60 contains 93765 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 249 members 
Mstep: Class 64 contains 133479 members 
Mstep: Class 65 contains 269 members 
Mstep: Class 66 contains 534 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 11553 members 
Mstep: Class 70 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90773368.000000 Penalty: 44836.179688
Iteration 270Q: 69 clusters Score -9.077337e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 170752 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 69809 members 
Mstep: Class 4 contains 24878 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6454 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 40394 members 
Mstep: Class 10 contains 38357 members 
Mstep: Class 11 contains 32407 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216288 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1513 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 55391 members 
Mstep: Class 19 contains 915 members 
Mstep: Class 20 contains 93983 members 
Mstep: Class 21 contains 7239 members 
Mstep: Class 22 contains 5920 members 
Mstep: Class 23 contains 17397 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3402 members 
Mstep: Class 26 contains 387 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4008 members 
Mstep: Class 29 contains 2615 members 
Mstep: Class 30 contains 5608 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19079 members 
Mstep: Class 35 contains 5426 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 249261 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 123190 members 
Mstep: Class 40 contains 628 members 
Mstep: Class 41 contains 128938 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2065 members 
Mstep: Class 44 contains 187794 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 879 members 
Mstep: Class 50 contains 11297 members 
Mstep: Class 51 contains 2052 members 
Mstep: Class 52 contains 1196 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 961 members 
Mstep: Class 55 contains 165786 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1158 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6910 members 
Mstep: Class 60 contains 89819 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 248 members 
Mstep: Class 64 contains 135870 members 
Mstep: Class 65 contains 269 members 
Mstep: Class 66 contains 537 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 11331 members 
Mstep: Class 70 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90772512.000000 Penalty: 44836.179688
Iteration 271Q: 69 clusters Score -9.077251e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 171105 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 69537 members 
Mstep: Class 4 contains 24460 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6464 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 40022 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 32803 members 
Mstep: Class 12 contains 3271 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216279 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 1510 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 55358 members 
Mstep: Class 19 contains 915 members 
Mstep: Class 20 contains 93991 members 
Mstep: Class 21 contains 7138 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 17341 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3340 members 
Mstep: Class 26 contains 378 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4003 members 
Mstep: Class 29 contains 2627 members 
Mstep: Class 30 contains 5634 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19070 members 
Mstep: Class 35 contains 5430 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 249952 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 122958 members 
Mstep: Class 40 contains 633 members 
Mstep: Class 41 contains 129570 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2067 members 
Mstep: Class 44 contains 187383 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 322 members 
Mstep: Class 48 contains 463 members 
Mstep: Class 49 contains 888 members 
Mstep: Class 50 contains 11088 members 
Mstep: Class 51 contains 2058 members 
Mstep: Class 52 contains 1198 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 961 members 
Mstep: Class 55 contains 167759 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1159 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6901 members 
Mstep: Class 60 contains 86361 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 249 members 
Mstep: Class 64 contains 137811 members 
Mstep: Class 65 contains 269 members 
Mstep: Class 66 contains 539 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 11104 members 
Mstep: Class 70 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90771808.000000 Penalty: 44836.179688
Iteration 272Q: 69 clusters Score -9.077181e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 171443 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 69274 members 
Mstep: Class 4 contains 24065 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6494 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 39686 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 33198 members 
Mstep: Class 12 contains 3100 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216282 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 55344 members 
Mstep: Class 19 contains 914 members 
Mstep: Class 20 contains 94009 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 5913 members 
Mstep: Class 23 contains 17296 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3280 members 
Mstep: Class 26 contains 372 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 4000 members 
Mstep: Class 29 contains 2633 members 
Mstep: Class 30 contains 5660 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19070 members 
Mstep: Class 35 contains 5431 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 251104 members 
Mstep: Class 38 contains 246 members 
Mstep: Class 39 contains 122732 members 
Mstep: Class 40 contains 638 members 
Mstep: Class 41 contains 130169 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2066 members 
Mstep: Class 44 contains 186725 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 466 members 
Mstep: Class 49 contains 900 members 
Mstep: Class 50 contains 10877 members 
Mstep: Class 51 contains 2058 members 
Mstep: Class 52 contains 1202 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 961 members 
Mstep: Class 55 contains 169744 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1162 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6886 members 
Mstep: Class 60 contains 83473 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 249 members 
Mstep: Class 64 contains 138957 members 
Mstep: Class 65 contains 269 members 
Mstep: Class 66 contains 541 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 10767 members 
Mstep: Class 70 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90770656.000000 Penalty: 44836.179688
Iteration 273Q: 69 clusters Score -9.077066e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 171653 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 69068 members 
Mstep: Class 4 contains 23672 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6527 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 39355 members 
Mstep: Class 10 contains 38367 members 
Mstep: Class 11 contains 33574 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216298 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 55337 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 94017 members 
Mstep: Class 21 contains 6959 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3223 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3999 members 
Mstep: Class 29 contains 2641 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1277 members 
Mstep: Class 34 contains 19077 members 
Mstep: Class 35 contains 5435 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 252354 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 122542 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 130749 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2065 members 
Mstep: Class 44 contains 185935 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 468 members 
Mstep: Class 49 contains 915 members 
Mstep: Class 50 contains 10806 members 
Mstep: Class 51 contains 2060 members 
Mstep: Class 52 contains 1203 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 961 members 
Mstep: Class 55 contains 171814 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1170 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6864 members 
Mstep: Class 60 contains 81458 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 248 members 
Mstep: Class 64 contains 139115 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 547 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 10376 members 
Mstep: Class 70 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90769592.000000 Penalty: 44836.179688
Iteration 274Q: 69 clusters Score -9.076959e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 171883 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68850 members 
Mstep: Class 4 contains 23306 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6551 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 39030 members 
Mstep: Class 10 contains 38376 members 
Mstep: Class 11 contains 33934 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216290 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 55321 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 94026 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 17184 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3160 members 
Mstep: Class 26 contains 364 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 2648 members 
Mstep: Class 30 contains 5697 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 19066 members 
Mstep: Class 35 contains 5439 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 253715 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 122408 members 
Mstep: Class 40 contains 644 members 
Mstep: Class 41 contains 131364 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2067 members 
Mstep: Class 44 contains 184993 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 468 members 
Mstep: Class 49 contains 924 members 
Mstep: Class 50 contains 10728 members 
Mstep: Class 51 contains 2066 members 
Mstep: Class 52 contains 1201 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 960 members 
Mstep: Class 55 contains 173851 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1173 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6850 members 
Mstep: Class 60 contains 80263 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 245 members 
Mstep: Class 64 contains 138530 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 549 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 9929 members 
Mstep: Class 70 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768168.000000 Penalty: 44836.179688
Iteration 275Q: 69 clusters Score -9.076817e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172141 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68675 members 
Mstep: Class 4 contains 22948 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38738 members 
Mstep: Class 10 contains 38388 members 
Mstep: Class 11 contains 34262 members 
Mstep: Class 12 contains 2674 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216282 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 55304 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 94041 members 
Mstep: Class 21 contains 6778 members 
Mstep: Class 22 contains 5920 members 
Mstep: Class 23 contains 17141 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3106 members 
Mstep: Class 26 contains 362 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3995 members 
Mstep: Class 29 contains 2652 members 
Mstep: Class 30 contains 5727 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 19063 members 
Mstep: Class 35 contains 5437 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 255232 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 122219 members 
Mstep: Class 40 contains 648 members 
Mstep: Class 41 contains 131937 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2065 members 
Mstep: Class 44 contains 183684 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 468 members 
Mstep: Class 49 contains 931 members 
Mstep: Class 50 contains 10688 members 
Mstep: Class 51 contains 2068 members 
Mstep: Class 52 contains 1198 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 961 members 
Mstep: Class 55 contains 176260 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1174 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6840 members 
Mstep: Class 60 contains 79534 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 242 members 
Mstep: Class 64 contains 137394 members 
Mstep: Class 65 contains 269 members 
Mstep: Class 66 contains 554 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 9343 members 
Mstep: Class 70 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90766536.000000 Penalty: 44836.179688
Iteration 276Q: 69 clusters Score -9.076654e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172336 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68484 members 
Mstep: Class 4 contains 22591 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38486 members 
Mstep: Class 10 contains 38394 members 
Mstep: Class 11 contains 34553 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216271 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 55285 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 94044 members 
Mstep: Class 21 contains 6703 members 
Mstep: Class 22 contains 5923 members 
Mstep: Class 23 contains 17115 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3993 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 5759 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 19056 members 
Mstep: Class 35 contains 5430 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 256891 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 122089 members 
Mstep: Class 40 contains 651 members 
Mstep: Class 41 contains 132552 members 
Mstep: Class 42 contains 93 members 
Mstep: Class 43 contains 2061 members 
Mstep: Class 44 contains 181834 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 469 members 
Mstep: Class 49 contains 945 members 
Mstep: Class 50 contains 10628 members 
Mstep: Class 51 contains 2073 members 
Mstep: Class 52 contains 1194 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 964 members 
Mstep: Class 55 contains 179063 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1173 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6828 members 
Mstep: Class 60 contains 79039 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 240 members 
Mstep: Class 64 contains 136132 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 559 members 
Mstep: Class 67 contains 438 members 
Mstep: Class 68 contains 8648 members 
Mstep: Class 70 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90764864.000000 Penalty: 44836.179688
Iteration 277Q: 69 clusters Score -9.076486e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172593 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68332 members 
Mstep: Class 4 contains 22263 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38257 members 
Mstep: Class 10 contains 38393 members 
Mstep: Class 11 contains 34817 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216254 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55274 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 94045 members 
Mstep: Class 21 contains 6619 members 
Mstep: Class 22 contains 5934 members 
Mstep: Class 23 contains 17085 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2980 members 
Mstep: Class 26 contains 360 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3992 members 
Mstep: Class 29 contains 2657 members 
Mstep: Class 30 contains 5787 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1276 members 
Mstep: Class 34 contains 19045 members 
Mstep: Class 35 contains 5422 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 258470 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121930 members 
Mstep: Class 40 contains 662 members 
Mstep: Class 41 contains 133185 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2061 members 
Mstep: Class 44 contains 179379 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 960 members 
Mstep: Class 50 contains 10478 members 
Mstep: Class 51 contains 2076 members 
Mstep: Class 52 contains 1184 members 
Mstep: Class 53 contains 426 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 182501 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1173 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6814 members 
Mstep: Class 60 contains 78734 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 240 members 
Mstep: Class 64 contains 134863 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 438 members 
Mstep: Class 68 contains 7813 members 
Mstep: Class 70 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90763048.000000 Penalty: 44836.179688
Iteration 278Q: 69 clusters Score -9.076305e+07 nChanged 10427
Entering ConstructFrom: 
Score: -90763048.000000 Penalty: 44836.179688
Entering ConstructFrom: 
Trying to split cluster 1 (172862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172862 members 
Entering Unmasked Estep 
Score: -8588100.000000 Penalty: 548.741333
	Iteration 0F: 2 clusters Score -8588100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86070 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -8471185.000000 Penalty: 1097.482666
	Iteration 0F: 3 clusters Score -8471185 nChanged 84972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79838 members 
Mstep: Class 2 contains 93024 members 
Entering Unmasked Estep 
Score: -8523495.000000 Penalty: 1097.482666
	Iteration 1F: 3 clusters Score -8523495 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 97615 members 
Entering Unmasked Estep 
Score: -8526295.000000 Penalty: 1097.482666
	Iteration 2Q: 3 clusters Score -8526295 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 104575 members 
Entering Unmasked Estep 
Score: -8530982.000000 Penalty: 1097.482666
	Iteration 3Q: 3 clusters Score -8530982 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 113869 members 
Entering Unmasked Estep 
Score: -8538436.000000 Penalty: 1097.482666
	Iteration 4F: 3 clusters Score -8538436 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 124031 members 
Entering Unmasked Estep 
Score: -8547785.000000 Penalty: 1097.482666
	Iteration 5F: 3 clusters Score -8547785 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 132970 members 
Entering Unmasked Estep 
Score: -8556601.000000 Penalty: 1097.482666
	Iteration 6F: 3 clusters Score -8556601 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -8563084.000000 Penalty: 1097.482666
	Iteration 7F: 3 clusters Score -8563084 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 143289 members 
Entering Unmasked Estep 
Score: -8567421.000000 Penalty: 1097.482666
	Iteration 8Q: 3 clusters Score -8567421 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 146255 members 
Entering Unmasked Estep 
Score: -8570034.000000 Penalty: 1097.482666
	Iteration 9Q: 3 clusters Score -8570034 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 148829 members 
Entering Unmasked Estep 
Score: -8572217.000000 Penalty: 1097.482666
	Iteration 10Q: 3 clusters Score -8572217 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 151079 members 
Entering Unmasked Estep 
Score: -8574145.000000 Penalty: 1097.482666
	Iteration 11Q: 3 clusters Score -8574145 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 153062 members 
Entering Unmasked Estep 
Score: -8575734.000000 Penalty: 1097.482666
	Iteration 12Q: 3 clusters Score -8575734 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 154835 members 
Entering Unmasked Estep 
Score: -8577254.000000 Penalty: 1097.482666
	Iteration 13Q: 3 clusters Score -8577254 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 156322 members 
Entering Unmasked Estep 
Score: -8578490.000000 Penalty: 1097.482666
	Iteration 14Q: 3 clusters Score -8578490 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 157644 members 
Entering Unmasked Estep 
Score: -8579589.000000 Penalty: 1097.482666
	Iteration 15Q: 3 clusters Score -8579589 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 158744 members 
Entering Unmasked Estep 
Score: -8580390.000000 Penalty: 1097.482666
	Iteration 16Q: 3 clusters Score -8580390 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 159696 members 
Entering Unmasked Estep 
Score: -8581129.000000 Penalty: 1097.482666
	Iteration 17Q: 3 clusters Score -8581129 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -8581806.000000 Penalty: 1097.482666
	Iteration 18Q: 3 clusters Score -8581806 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 161182 members 
Entering Unmasked Estep 
Score: -8582399.000000 Penalty: 1097.482666
	Iteration 19Q: 3 clusters Score -8582399 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 161866 members 
Entering Unmasked Estep 
Score: -8582999.000000 Penalty: 1097.482666
	Iteration 20F: 3 clusters Score -8582999 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 162457 members 
Entering Unmasked Estep 
Score: -8583507.000000 Penalty: 1097.482666
	Iteration 21Q: 3 clusters Score -8583507 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -8583867.000000 Penalty: 1097.482666
	Iteration 22Q: 3 clusters Score -8583867 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 163492 members 
Entering Unmasked Estep 
Score: -8584194.000000 Penalty: 1097.482666
	Iteration 23Q: 3 clusters Score -8584194 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 164019 members 
Entering Unmasked Estep 
Score: -8584560.000000 Penalty: 1097.482666
	Iteration 24Q: 3 clusters Score -8584560 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -8584863.000000 Penalty: 1097.482666
	Iteration 25Q: 3 clusters Score -8584863 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 164946 members 
Entering Unmasked Estep 
Score: -8585167.000000 Penalty: 1097.482666
	Iteration 26Q: 3 clusters Score -8585167 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 165414 members 
Entering Unmasked Estep 
Score: -8585430.000000 Penalty: 1097.482666
	Iteration 27Q: 3 clusters Score -8585430 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 165865 members 
Entering Unmasked Estep 
Score: -8585650.000000 Penalty: 1097.482666
	Iteration 28Q: 3 clusters Score -8585650 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 166308 members 
Entering Unmasked Estep 
Score: -8585882.000000 Penalty: 1097.482666
	Iteration 29Q: 3 clusters Score -8585882 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 166716 members 
Entering Unmasked Estep 
Score: -8586047.000000 Penalty: 1097.482666
	Iteration 30Q: 3 clusters Score -8586047 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -8586223.000000 Penalty: 1097.482666
	Iteration 31Q: 3 clusters Score -8586223 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 167500 members 
Entering Unmasked Estep 
Score: -8586437.000000 Penalty: 1097.482666
	Iteration 32Q: 3 clusters Score -8586437 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 167852 members 
Entering Unmasked Estep 
Score: -8586565.000000 Penalty: 1097.482666
	Iteration 33Q: 3 clusters Score -8586565 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 168211 members 
Entering Unmasked Estep 
Score: -8586690.000000 Penalty: 1097.482666
	Iteration 34Q: 3 clusters Score -8586690 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 168553 members 
Entering Unmasked Estep 
Score: -8586798.000000 Penalty: 1097.482666
	Iteration 35Q: 3 clusters Score -8586798 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 168874 members 
Entering Unmasked Estep 
Score: -8586892.000000 Penalty: 1097.482666
	Iteration 36Q: 3 clusters Score -8586892 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 169194 members 
Entering Unmasked Estep 
Score: -8587024.000000 Penalty: 1097.482666
	Iteration 37Q: 3 clusters Score -8587024 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 169503 members 
Entering Unmasked Estep 
Score: -8587117.000000 Penalty: 1097.482666
	Iteration 38Q: 3 clusters Score -8587117 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 169789 members 
Entering Unmasked Estep 
Score: -8587242.000000 Penalty: 1097.482666
	Iteration 39Q: 3 clusters Score -8587242 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 170046 members 
Entering Unmasked Estep 
Score: -8587284.000000 Penalty: 1097.482666
	Iteration 40F: 3 clusters Score -8587284 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 170290 members 
Entering Unmasked Estep 
Score: -8587347.000000 Penalty: 1097.482666
	Iteration 41Q: 3 clusters Score -8587347 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 170483 members 
Entering Unmasked Estep 
Score: -8587388.000000 Penalty: 1097.482666
	Iteration 42Q: 3 clusters Score -8587388 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 170675 members 
Entering Unmasked Estep 
Score: -8587429.000000 Penalty: 1097.482666
	Iteration 43Q: 3 clusters Score -8587429 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 170851 members 
Entering Unmasked Estep 
Score: -8587464.000000 Penalty: 1097.482666
	Iteration 44Q: 3 clusters Score -8587464 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 171012 members 
Entering Unmasked Estep 
Score: -8587507.000000 Penalty: 1097.482666
	Iteration 45Q: 3 clusters Score -8587507 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 171142 members 
Entering Unmasked Estep 
Score: -8587537.000000 Penalty: 1097.482666
	Iteration 46Q: 3 clusters Score -8587537 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -8587560.000000 Penalty: 1097.482666
	Iteration 47Q: 3 clusters Score -8587560 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 171362 members 
Entering Unmasked Estep 
Score: -8587558.000000 Penalty: 1097.482666
	Iteration 48Q: 3 clusters Score -8587558 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 171456 members 
Entering Unmasked Estep 
Score: -8587575.000000 Penalty: 1097.482666
	Iteration 49Q: 3 clusters Score -8587575 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 171546 members 
Entering Unmasked Estep 
Score: -8587588.000000 Penalty: 1097.482666
	Iteration 50Q: 3 clusters Score -8587588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 171621 members 
Entering Unmasked Estep 
Score: -8587607.000000 Penalty: 1097.482666
	Iteration 51Q: 3 clusters Score -8587607 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 171683 members 
Entering Unmasked Estep 
Score: -8587621.000000 Penalty: 1097.482666
	Iteration 52Q: 3 clusters Score -8587621 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 171730 members 
Entering Unmasked Estep 
Score: -8587614.000000 Penalty: 1097.482666
	Iteration 53Q: 3 clusters Score -8587614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 171778 members 
Entering Unmasked Estep 
Score: -8587621.000000 Penalty: 1097.482666
	Iteration 54Q: 3 clusters Score -8587621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 171828 members 
Entering Unmasked Estep 
Score: -8587627.000000 Penalty: 1097.482666
	Iteration 55Q: 3 clusters Score -8587627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 171875 members 
Entering Unmasked Estep 
Score: -8587638.000000 Penalty: 1097.482666
	Iteration 56Q: 3 clusters Score -8587638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 171923 members 
Entering Unmasked Estep 
Score: -8587645.000000 Penalty: 1097.482666
	Iteration 57Q: 3 clusters Score -8587645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 171959 members 
Entering Unmasked Estep 
Score: -8587650.000000 Penalty: 1097.482666
	Iteration 58Q: 3 clusters Score -8587650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 172000 members 
Entering Unmasked Estep 
Score: -8587654.000000 Penalty: 1097.482666
	Iteration 59Q: 3 clusters Score -8587654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 172041 members 
Entering Unmasked Estep 
Score: -8587660.000000 Penalty: 1097.482666
	Iteration 60F: 3 clusters Score -8587660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 172078 members 
Entering Unmasked Estep 
Score: -8587663.000000 Penalty: 1097.482666
	Iteration 61Q: 3 clusters Score -8587663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 172106 members 
Entering Unmasked Estep 
Score: -8587678.000000 Penalty: 1097.482666
	Iteration 62Q: 3 clusters Score -8587678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 172132 members 
Entering Unmasked Estep 
Score: -8587685.000000 Penalty: 1097.482666
	Iteration 63Q: 3 clusters Score -8587685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 172165 members 
Entering Unmasked Estep 
Score: -8587686.000000 Penalty: 1097.482666
	Iteration 64Q: 3 clusters Score -8587686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 172181 members 
Entering Unmasked Estep 
Score: -8587686.000000 Penalty: 1097.482666
	Iteration 65Q: 3 clusters Score -8587686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 172199 members 
Entering Unmasked Estep 
Score: -8587695.000000 Penalty: 1097.482666
	Iteration 66Q: 3 clusters Score -8587695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 172218 members 
Entering Unmasked Estep 
Score: -8587706.000000 Penalty: 1097.482666
	Iteration 67Q: 3 clusters Score -8587706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -8587709.000000 Penalty: 1097.482666
	Iteration 68Q: 3 clusters Score -8587709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -8587720.000000 Penalty: 1097.482666
	Iteration 69Q: 3 clusters Score -8587720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 172257 members 
Entering Unmasked Estep 
Score: -8587720.000000 Penalty: 1097.482666
	Iteration 70Q: 3 clusters Score -8587720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 172259 members 
Entering Unmasked Estep 
Score: -8587724.000000 Penalty: 1097.482666
	Iteration 71Q: 3 clusters Score -8587724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 172260 members 
Entering Unmasked Estep 
Score: -8587721.000000 Penalty: 1097.482666
	Iteration 72Q: 3 clusters Score -8587721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 172265 members 
Entering Unmasked Estep 
Score: -8587716.000000 Penalty: 1097.482666
	Iteration 73Q: 3 clusters Score -8587716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 172270 members 
Entering Unmasked Estep 
Score: -8587722.000000 Penalty: 1097.482666
	Iteration 74Q: 3 clusters Score -8587722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 172277 members 
Entering Unmasked Estep 
Score: -8587722.000000 Penalty: 1097.482666
	Iteration 75Q: 3 clusters Score -8587722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -8587715.000000 Penalty: 1097.482666
	Iteration 76Q: 3 clusters Score -8587715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 172298 members 
Entering Unmasked Estep 
Score: -8587714.000000 Penalty: 1097.482666
	Iteration 77Q: 3 clusters Score -8587714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 172300 members 
Entering Unmasked Estep 
Score: -8587714.000000 Penalty: 1097.482666
	Iteration 78Q: 3 clusters Score -8587714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -8587711.000000 Penalty: 1097.482666
	Iteration 79Q: 3 clusters Score -8587711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 172309 members 
Entering Unmasked Estep 
Score: -8587707.000000 Penalty: 1097.482666
	Iteration 80F: 3 clusters Score -8587707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 172315 members 
Entering Unmasked Estep 
Score: -8587709.000000 Penalty: 1097.482666
	Iteration 81Q: 3 clusters Score -8587709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 172318 members 
Entering Unmasked Estep 
Score: -8587708.000000 Penalty: 1097.482666
	Iteration 82Q: 3 clusters Score -8587708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 172320 members 
Entering Unmasked Estep 
Score: -8587708.000000 Penalty: 1097.482666
	Iteration 83Q: 3 clusters Score -8587708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 172321 members 
Entering Unmasked Estep 
Score: -8587710.000000 Penalty: 1097.482666
	Iteration 84Q: 3 clusters Score -8587710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 172322 members 
Entering Unmasked Estep 
Score: -8587708.000000 Penalty: 1097.482666
	Iteration 85Q: 3 clusters Score -8587708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 172322 members 
Entering Unmasked Estep 
Score: -8587708.000000 Penalty: 1097.482666
	Iteration 86F: 3 clusters Score -8587708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Entering Unmasked Estep 
Score: -348852.156250 Penalty: 404.588776
	Iteration 0F: 2 clusters Score -348852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -344043.250000 Penalty: 809.177551
	Iteration 0F: 3 clusters Score -344043.2 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -345935.687500 Penalty: 809.177551
	Iteration 1F: 3 clusters Score -345935.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -346225.562500 Penalty: 809.177551
	Iteration 2F: 3 clusters Score -346225.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -346611.843750 Penalty: 809.177551
	Iteration 3F: 3 clusters Score -346611.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -347052.781250 Penalty: 809.177551
	Iteration 4F: 3 clusters Score -347052.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -347450.781250 Penalty: 809.177551
	Iteration 5F: 3 clusters Score -347450.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -347717.406250 Penalty: 809.177551
	Iteration 6F: 3 clusters Score -347717.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -347884.406250 Penalty: 809.177551
	Iteration 7Q: 3 clusters Score -347884.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -348013.656250 Penalty: 809.177551
	Iteration 8Q: 3 clusters Score -348013.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -348119.000000 Penalty: 809.177551
	Iteration 9Q: 3 clusters Score -348119 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -348202.406250 Penalty: 809.177551
	Iteration 10Q: 3 clusters Score -348202.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -348293.562500 Penalty: 809.177551
	Iteration 11Q: 3 clusters Score -348293.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -348350.718750 Penalty: 809.177551
	Iteration 12Q: 3 clusters Score -348350.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -348384.656250 Penalty: 809.177551
	Iteration 13Q: 3 clusters Score -348384.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -348406.062500 Penalty: 809.177551
	Iteration 14Q: 3 clusters Score -348406.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -348422.937500 Penalty: 809.177551
	Iteration 15Q: 3 clusters Score -348422.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -348435.468750 Penalty: 809.177551
	Iteration 16Q: 3 clusters Score -348435.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -348445.218750 Penalty: 809.177551
	Iteration 17Q: 3 clusters Score -348445.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -348452.218750 Penalty: 809.177551
	Iteration 18Q: 3 clusters Score -348452.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -348459.093750 Penalty: 809.177551
	Iteration 19Q: 3 clusters Score -348459.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -348470.250000 Penalty: 809.177551
	Iteration 20F: 3 clusters Score -348470.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -348475.125000 Penalty: 809.177551
	Iteration 21Q: 3 clusters Score -348475.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -348477.468750 Penalty: 809.177551
	Iteration 22Q: 3 clusters Score -348477.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -348480.812500 Penalty: 809.177551
	Iteration 23Q: 3 clusters Score -348480.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -348481.156250 Penalty: 809.177551
	Iteration 24Q: 3 clusters Score -348481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -348481.500000 Penalty: 809.177551
	Iteration 25Q: 3 clusters Score -348481.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -348482.093750 Penalty: 809.177551
	Iteration 26Q: 3 clusters Score -348482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -348482.968750 Penalty: 809.177551
	Iteration 27Q: 3 clusters Score -348483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -348482.718750 Penalty: 809.177551
	Iteration 28Q: 3 clusters Score -348482.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -348482.718750 Penalty: 809.177551
	Iteration 29F: 3 clusters Score -348482.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Entering Unmasked Estep 
Score: -3437109.000000 Penalty: 506.415436
	Iteration 0F: 2 clusters Score -3437109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -3390986.750000 Penalty: 1012.830872
	Iteration 0F: 3 clusters Score -3390987 nChanged 33288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -3410258.500000 Penalty: 1012.830872
	Iteration 1F: 3 clusters Score -3410258 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -3410549.250000 Penalty: 1012.830872
	Iteration 2Q: 3 clusters Score -3410549 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -3410959.500000 Penalty: 1012.830872
	Iteration 3Q: 3 clusters Score -3410960 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -3411600.250000 Penalty: 1012.830872
	Iteration 4Q: 3 clusters Score -3411600 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -3412727.750000 Penalty: 1012.830872
	Iteration 5Q: 3 clusters Score -3412728 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -3415003.750000 Penalty: 1012.830872
	Iteration 6F: 3 clusters Score -3415004 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -3418535.000000 Penalty: 1012.830872
	Iteration 7F: 3 clusters Score -3418535 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -3422819.500000 Penalty: 1012.830872
	Iteration 8F: 3 clusters Score -3422820 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -3426588.250000 Penalty: 1012.830872
	Iteration 9F: 3 clusters Score -3426588 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -3429229.750000 Penalty: 1012.830872
	Iteration 10Q: 3 clusters Score -3429230 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -3430851.000000 Penalty: 1012.830872
	Iteration 11Q: 3 clusters Score -3430851 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -3431843.750000 Penalty: 1012.830872
	Iteration 12Q: 3 clusters Score -3431844 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -3432469.750000 Penalty: 1012.830872
	Iteration 13Q: 3 clusters Score -3432470 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -3432962.250000 Penalty: 1012.830872
	Iteration 14Q: 3 clusters Score -3432962 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -3433387.750000 Penalty: 1012.830872
	Iteration 15Q: 3 clusters Score -3433388 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -3433744.750000 Penalty: 1012.830872
	Iteration 16Q: 3 clusters Score -3433745 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -3434138.500000 Penalty: 1012.830872
	Iteration 17Q: 3 clusters Score -3434138 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -3434483.000000 Penalty: 1012.830872
	Iteration 18Q: 3 clusters Score -3434483 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -3434766.250000 Penalty: 1012.830872
	Iteration 19Q: 3 clusters Score -3434766 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -3435031.750000 Penalty: 1012.830872
	Iteration 20F: 3 clusters Score -3435032 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -3435274.500000 Penalty: 1012.830872
	Iteration 21Q: 3 clusters Score -3435274 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -3435528.000000 Penalty: 1012.830872
	Iteration 22Q: 3 clusters Score -3435528 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -3435743.000000 Penalty: 1012.830872
	Iteration 23Q: 3 clusters Score -3435743 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -3435922.250000 Penalty: 1012.830872
	Iteration 24Q: 3 clusters Score -3435922 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -3436055.250000 Penalty: 1012.830872
	Iteration 25Q: 3 clusters Score -3436055 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -3436184.250000 Penalty: 1012.830872
	Iteration 26Q: 3 clusters Score -3436184 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -3436304.750000 Penalty: 1012.830872
	Iteration 27Q: 3 clusters Score -3436305 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -3436376.750000 Penalty: 1012.830872
	Iteration 28Q: 3 clusters Score -3436377 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -3436450.750000 Penalty: 1012.830872
	Iteration 29Q: 3 clusters Score -3436451 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -3436505.500000 Penalty: 1012.830872
	Iteration 30Q: 3 clusters Score -3436506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -3436543.250000 Penalty: 1012.830872
	Iteration 31Q: 3 clusters Score -3436543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -3436563.250000 Penalty: 1012.830872
	Iteration 32Q: 3 clusters Score -3436563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -3436586.250000 Penalty: 1012.830872
	Iteration 33Q: 3 clusters Score -3436586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -3436600.750000 Penalty: 1012.830872
	Iteration 34Q: 3 clusters Score -3436601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -3436611.500000 Penalty: 1012.830872
	Iteration 35Q: 3 clusters Score -3436612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -3436618.000000 Penalty: 1012.830872
	Iteration 36Q: 3 clusters Score -3436618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -3436629.500000 Penalty: 1012.830872
	Iteration 37Q: 3 clusters Score -3436630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -3436639.000000 Penalty: 1012.830872
	Iteration 38Q: 3 clusters Score -3436639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -3436646.500000 Penalty: 1012.830872
	Iteration 39Q: 3 clusters Score -3436646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -3436654.000000 Penalty: 1012.830872
	Iteration 40F: 3 clusters Score -3436654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -3436658.250000 Penalty: 1012.830872
	Iteration 41Q: 3 clusters Score -3436658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -3436666.000000 Penalty: 1012.830872
	Iteration 42Q: 3 clusters Score -3436666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -3436665.250000 Penalty: 1012.830872
	Iteration 43Q: 3 clusters Score -3436665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 67965 members 
Entering Unmasked Estep 
Score: -3436672.750000 Penalty: 1012.830872
	Iteration 44Q: 3 clusters Score -3436673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -3436672.000000 Penalty: 1012.830872
	Iteration 45Q: 3 clusters Score -3436672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -3436673.750000 Penalty: 1012.830872
	Iteration 46Q: 3 clusters Score -3436674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -3436675.500000 Penalty: 1012.830872
	Iteration 47Q: 3 clusters Score -3436676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -3436675.250000 Penalty: 1012.830872
	Iteration 48Q: 3 clusters Score -3436675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -3436675.250000 Penalty: 1012.830872
	Iteration 49F: 3 clusters Score -3436675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Entering Unmasked Estep 
Score: -1099166.875000 Penalty: 454.787842
	Iteration 0F: 2 clusters Score -1099167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1084582.750000 Penalty: 909.575684
	Iteration 0F: 3 clusters Score -1084583 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1090656.000000 Penalty: 909.575684
	Iteration 1F: 3 clusters Score -1090656 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1090919.250000 Penalty: 909.575684
	Iteration 2Q: 3 clusters Score -1090919 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1091237.250000 Penalty: 909.575684
	Iteration 3Q: 3 clusters Score -1091237 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1091623.375000 Penalty: 909.575684
	Iteration 4Q: 3 clusters Score -1091623 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1092165.000000 Penalty: 909.575684
	Iteration 5F: 3 clusters Score -1092165 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1092972.750000 Penalty: 909.575684
	Iteration 6F: 3 clusters Score -1092973 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1094186.750000 Penalty: 909.575684
	Iteration 7F: 3 clusters Score -1094187 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -1095664.250000 Penalty: 909.575684
	Iteration 8F: 3 clusters Score -1095664 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -1097014.125000 Penalty: 909.575684
	Iteration 9F: 3 clusters Score -1097014 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -1097893.625000 Penalty: 909.575684
	Iteration 10Q: 3 clusters Score -1097894 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -1098358.500000 Penalty: 909.575684
	Iteration 11Q: 3 clusters Score -1098358 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -1098585.375000 Penalty: 909.575684
	Iteration 12Q: 3 clusters Score -1098585 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -1098691.625000 Penalty: 909.575684
	Iteration 13Q: 3 clusters Score -1098692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -1098724.375000 Penalty: 909.575684
	Iteration 14Q: 3 clusters Score -1098724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -1098741.250000 Penalty: 909.575684
	Iteration 15Q: 3 clusters Score -1098741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -1098751.750000 Penalty: 909.575684
	Iteration 16Q: 3 clusters Score -1098752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -1098759.375000 Penalty: 909.575684
	Iteration 17Q: 3 clusters Score -1098759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -1098762.250000 Penalty: 909.575684
	Iteration 18Q: 3 clusters Score -1098762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -1098764.500000 Penalty: 909.575684
	Iteration 19Q: 3 clusters Score -1098764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -1098771.375000 Penalty: 909.575684
	Iteration 20F: 3 clusters Score -1098771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1098773.875000 Penalty: 909.575684
	Iteration 21Q: 3 clusters Score -1098774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1098776.875000 Penalty: 909.575684
	Iteration 22Q: 3 clusters Score -1098777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1098776.875000 Penalty: 909.575684
	Iteration 23F: 3 clusters Score -1098777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -59599.367188 Penalty: 325.853790
	Iteration 0F: 2 clusters Score -59599.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -58594.238281 Penalty: 651.707581
	Iteration 0F: 3 clusters Score -58594.24 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -58936.578125 Penalty: 651.707581
	Iteration 1F: 3 clusters Score -58936.58 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -59003.710938 Penalty: 651.707581
	Iteration 2F: 3 clusters Score -59003.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -59058.132812 Penalty: 651.707581
	Iteration 3F: 3 clusters Score -59058.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -59103.855469 Penalty: 651.707581
	Iteration 4Q: 3 clusters Score -59103.86 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -59147.636719 Penalty: 651.707581
	Iteration 5F: 3 clusters Score -59147.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -59192.421875 Penalty: 651.707581
	Iteration 6Q: 3 clusters Score -59192.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -59233.503906 Penalty: 651.707581
	Iteration 7Q: 3 clusters Score -59233.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -59264.398438 Penalty: 651.707581
	Iteration 8Q: 3 clusters Score -59264.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -59284.406250 Penalty: 651.707581
	Iteration 9Q: 3 clusters Score -59284.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -59303.351562 Penalty: 651.707581
	Iteration 10Q: 3 clusters Score -59303.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -59326.289062 Penalty: 651.707581
	Iteration 11Q: 3 clusters Score -59326.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -59339.769531 Penalty: 651.707581
	Iteration 12Q: 3 clusters Score -59339.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -59347.257812 Penalty: 651.707581
	Iteration 13Q: 3 clusters Score -59347.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -59350.890625 Penalty: 651.707581
	Iteration 14Q: 3 clusters Score -59350.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -59353.300781 Penalty: 651.707581
	Iteration 15Q: 3 clusters Score -59353.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -59354.675781 Penalty: 651.707581
	Iteration 16Q: 3 clusters Score -59354.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -59354.675781 Penalty: 651.707581
	Iteration 17F: 3 clusters Score -59354.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -332535.093750 Penalty: 399.860168
	Iteration 0F: 2 clusters Score -332535.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -328125.218750 Penalty: 799.720337
	Iteration 0F: 3 clusters Score -328125.2 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -329803.343750 Penalty: 799.720337
	Iteration 1F: 3 clusters Score -329803.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -329969.968750 Penalty: 799.720337
	Iteration 2F: 3 clusters Score -329970 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -330177.906250 Penalty: 799.720337
	Iteration 3F: 3 clusters Score -330177.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -330470.031250 Penalty: 799.720337
	Iteration 4F: 3 clusters Score -330470 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -330850.812500 Penalty: 799.720337
	Iteration 5F: 3 clusters Score -330850.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -331304.875000 Penalty: 799.720337
	Iteration 6F: 3 clusters Score -331304.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -331705.656250 Penalty: 799.720337
	Iteration 7F: 3 clusters Score -331705.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -331964.843750 Penalty: 799.720337
	Iteration 8Q: 3 clusters Score -331964.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -332080.843750 Penalty: 799.720337
	Iteration 9Q: 3 clusters Score -332080.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -332135.718750 Penalty: 799.720337
	Iteration 10Q: 3 clusters Score -332135.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -332163.781250 Penalty: 799.720337
	Iteration 11Q: 3 clusters Score -332163.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -332175.250000 Penalty: 799.720337
	Iteration 12Q: 3 clusters Score -332175.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -332184.468750 Penalty: 799.720337
	Iteration 13Q: 3 clusters Score -332184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -332188.093750 Penalty: 799.720337
	Iteration 14Q: 3 clusters Score -332188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -332194.187500 Penalty: 799.720337
	Iteration 15Q: 3 clusters Score -332194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -332199.312500 Penalty: 799.720337
	Iteration 16Q: 3 clusters Score -332199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -332204.375000 Penalty: 799.720337
	Iteration 17Q: 3 clusters Score -332204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -332204.437500 Penalty: 799.720337
	Iteration 18Q: 3 clusters Score -332204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -332205.968750 Penalty: 799.720337
	Iteration 19Q: 3 clusters Score -332206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -332205.968750 Penalty: 799.720337
	Iteration 20F: 3 clusters Score -332206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -75693.039062 Penalty: 334.826813
	Iteration 0F: 2 clusters Score -75693.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -74535.671875 Penalty: 669.653625
	Iteration 0F: 3 clusters Score -74535.67 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -74882.992188 Penalty: 669.653625
	Iteration 1F: 3 clusters Score -74882.99 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -74961.468750 Penalty: 669.653625
	Iteration 2F: 3 clusters Score -74961.47 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -75009.687500 Penalty: 669.653625
	Iteration 3F: 3 clusters Score -75009.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -75040.359375 Penalty: 669.653625
	Iteration 4Q: 3 clusters Score -75040.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -75063.921875 Penalty: 669.653625
	Iteration 5Q: 3 clusters Score -75063.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -75084.921875 Penalty: 669.653625
	Iteration 6Q: 3 clusters Score -75084.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -75101.242188 Penalty: 669.653625
	Iteration 7Q: 3 clusters Score -75101.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -75121.335938 Penalty: 669.653625
	Iteration 8Q: 3 clusters Score -75121.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -75146.750000 Penalty: 669.653625
	Iteration 9Q: 3 clusters Score -75146.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -75167.578125 Penalty: 669.653625
	Iteration 10Q: 3 clusters Score -75167.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -75193.187500 Penalty: 669.653625
	Iteration 11Q: 3 clusters Score -75193.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -75208.164062 Penalty: 669.653625
	Iteration 12Q: 3 clusters Score -75208.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -75215.507812 Penalty: 669.653625
	Iteration 13Q: 3 clusters Score -75215.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -75221.585938 Penalty: 669.653625
	Iteration 14Q: 3 clusters Score -75221.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -75224.523438 Penalty: 669.653625
	Iteration 15Q: 3 clusters Score -75224.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -75225.265625 Penalty: 669.653625
	Iteration 16Q: 3 clusters Score -75225.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -75226.234375 Penalty: 669.653625
	Iteration 17Q: 3 clusters Score -75226.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -75226.687500 Penalty: 669.653625
	Iteration 18Q: 3 clusters Score -75226.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -75226.906250 Penalty: 669.653625
	Iteration 19Q: 3 clusters Score -75226.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -75226.906250 Penalty: 669.653625
	Iteration 20F: 3 clusters Score -75226.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Entering Unmasked Estep 
Score: -1884437.875000 Penalty: 479.893188
	Iteration 0F: 2 clusters Score -1884438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1858875.750000 Penalty: 959.786377
	Iteration 0F: 3 clusters Score -1858876 nChanged 18431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -1869990.500000 Penalty: 959.786377
	Iteration 1F: 3 clusters Score -1869990 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -1871170.500000 Penalty: 959.786377
	Iteration 2F: 3 clusters Score -1871170 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -1873193.625000 Penalty: 959.786377
	Iteration 3F: 3 clusters Score -1873194 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -1876157.500000 Penalty: 959.786377
	Iteration 4F: 3 clusters Score -1876158 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -1879389.500000 Penalty: 959.786377
	Iteration 5F: 3 clusters Score -1879390 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -1881769.250000 Penalty: 959.786377
	Iteration 6F: 3 clusters Score -1881769 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -1883063.375000 Penalty: 959.786377
	Iteration 7Q: 3 clusters Score -1883063 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -1883629.875000 Penalty: 959.786377
	Iteration 8Q: 3 clusters Score -1883630 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -1883882.625000 Penalty: 959.786377
	Iteration 9Q: 3 clusters Score -1883883 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -1883959.125000 Penalty: 959.786377
	Iteration 10Q: 3 clusters Score -1883959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -1883986.625000 Penalty: 959.786377
	Iteration 11Q: 3 clusters Score -1883987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -1884007.125000 Penalty: 959.786377
	Iteration 12Q: 3 clusters Score -1884007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -1884017.125000 Penalty: 959.786377
	Iteration 13Q: 3 clusters Score -1884017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -1884031.250000 Penalty: 959.786377
	Iteration 14Q: 3 clusters Score -1884031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -1884035.750000 Penalty: 959.786377
	Iteration 15Q: 3 clusters Score -1884036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -1884037.750000 Penalty: 959.786377
	Iteration 16Q: 3 clusters Score -1884038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -1884039.375000 Penalty: 959.786377
	Iteration 17Q: 3 clusters Score -1884039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -1884040.625000 Penalty: 959.786377
	Iteration 18Q: 3 clusters Score -1884041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -1884042.250000 Penalty: 959.786377
	Iteration 19Q: 3 clusters Score -1884042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -1884042.250000 Penalty: 959.786377
	Iteration 20F: 3 clusters Score -1884042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Entering Unmasked Estep 
Score: -1800417.125000 Penalty: 480.289490
	Iteration 0F: 2 clusters Score -1800417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1774735.000000 Penalty: 960.578979
	Iteration 0F: 3 clusters Score -1774735 nChanged 18477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1785925.000000 Penalty: 960.578979
	Iteration 1F: 3 clusters Score -1785925 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -1786766.875000 Penalty: 960.578979
	Iteration 2Q: 3 clusters Score -1786767 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -1787759.375000 Penalty: 960.578979
	Iteration 3F: 3 clusters Score -1787759 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -1788888.500000 Penalty: 960.578979
	Iteration 4F: 3 clusters Score -1788888 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -1790250.000000 Penalty: 960.578979
	Iteration 5F: 3 clusters Score -1790250 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -1791779.125000 Penalty: 960.578979
	Iteration 6F: 3 clusters Score -1791779 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -1793082.000000 Penalty: 960.578979
	Iteration 7F: 3 clusters Score -1793082 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -1793763.250000 Penalty: 960.578979
	Iteration 8Q: 3 clusters Score -1793763 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -1794056.250000 Penalty: 960.578979
	Iteration 9Q: 3 clusters Score -1794056 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -1794315.250000 Penalty: 960.578979
	Iteration 10Q: 3 clusters Score -1794315 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -1794583.125000 Penalty: 960.578979
	Iteration 11Q: 3 clusters Score -1794583 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -1794909.000000 Penalty: 960.578979
	Iteration 12Q: 3 clusters Score -1794909 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -1795270.375000 Penalty: 960.578979
	Iteration 13Q: 3 clusters Score -1795270 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -1795710.000000 Penalty: 960.578979
	Iteration 14Q: 3 clusters Score -1795710 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -1796234.375000 Penalty: 960.578979
	Iteration 15Q: 3 clusters Score -1796234 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -1796856.375000 Penalty: 960.578979
	Iteration 16Q: 3 clusters Score -1796856 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -1797527.875000 Penalty: 960.578979
	Iteration 17Q: 3 clusters Score -1797528 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -1798209.000000 Penalty: 960.578979
	Iteration 18Q: 3 clusters Score -1798209 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -1798928.625000 Penalty: 960.578979
	Iteration 19Q: 3 clusters Score -1798929 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -1799587.250000 Penalty: 960.578979
	Iteration 20F: 3 clusters Score -1799587 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -1800087.750000 Penalty: 960.578979
	Iteration 21Q: 3 clusters Score -1800088 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -1800377.500000 Penalty: 960.578979
	Iteration 22Q: 3 clusters Score -1800378 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -1800529.000000 Penalty: 960.578979
	Iteration 23Q: 3 clusters Score -1800529 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -1800629.875000 Penalty: 960.578979
	Iteration 24Q: 3 clusters Score -1800630 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -1800681.625000 Penalty: 960.578979
	Iteration 25Q: 3 clusters Score -1800682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -1800700.875000 Penalty: 960.578979
	Iteration 26Q: 3 clusters Score -1800701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -1800713.500000 Penalty: 960.578979
	Iteration 27Q: 3 clusters Score -1800714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -1800712.750000 Penalty: 960.578979
	Iteration 28Q: 3 clusters Score -1800713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -1800710.625000 Penalty: 960.578979
	Iteration 29Q: 3 clusters Score -1800711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -1800709.500000 Penalty: 960.578979
	Iteration 30Q: 3 clusters Score -1800710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -1800710.125000 Penalty: 960.578979
	Iteration 31Q: 3 clusters Score -1800710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -1800712.875000 Penalty: 960.578979
	Iteration 32Q: 3 clusters Score -1800713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -1800712.500000 Penalty: 960.578979
	Iteration 33Q: 3 clusters Score -1800712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -1800714.000000 Penalty: 960.578979
	Iteration 34Q: 3 clusters Score -1800714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -1800712.500000 Penalty: 960.578979
	Iteration 35Q: 3 clusters Score -1800712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -1800714.375000 Penalty: 960.578979
	Iteration 36Q: 3 clusters Score -1800714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -1800712.375000 Penalty: 960.578979
	Iteration 37Q: 3 clusters Score -1800712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -1800711.875000 Penalty: 960.578979
	Iteration 38Q: 3 clusters Score -1800712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -1800712.750000 Penalty: 960.578979
	Iteration 39Q: 3 clusters Score -1800713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -1800712.500000 Penalty: 960.578979
	Iteration 40F: 3 clusters Score -1800712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68187 members 
Mstep: Class 4 contains 21924 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 37148 members 
Mstep: Class 10 contains 1252 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216257 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55267 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 94031 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 17059 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19036 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 260330 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121793 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 133791 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2058 members 
Mstep: Class 44 contains 176236 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 978 members 
Mstep: Class 50 contains 10254 members 
Mstep: Class 51 contains 2074 members 
Mstep: Class 52 contains 1182 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 186635 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1174 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6800 members 
Mstep: Class 60 contains 78537 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 240 members 
Mstep: Class 64 contains 133453 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 6775 members 
Mstep: Class 70 contains 803 members 
Entering Unmasked Estep 
Score: -90759856.000000 Penalty: 45495.535156
Splitting cluster 10 changes total score from -90763048.000000 to -90759856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (35070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Entering Unmasked Estep 
Score: -1733261.750000 Penalty: 476.162109
	Iteration 0F: 2 clusters Score -1733262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1709839.125000 Penalty: 952.324219
	Iteration 0F: 3 clusters Score -1709839 nChanged 16755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -1720096.750000 Penalty: 952.324219
	Iteration 1F: 3 clusters Score -1720097 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -1721105.375000 Penalty: 952.324219
	Iteration 2F: 3 clusters Score -1721105 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -1722961.750000 Penalty: 952.324219
	Iteration 3F: 3 clusters Score -1722962 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -1725826.125000 Penalty: 952.324219
	Iteration 4F: 3 clusters Score -1725826 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -1728955.625000 Penalty: 952.324219
	Iteration 5F: 3 clusters Score -1728956 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -1731170.500000 Penalty: 952.324219
	Iteration 6F: 3 clusters Score -1731170 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -1732262.000000 Penalty: 952.324219
	Iteration 7Q: 3 clusters Score -1732262 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -1732649.375000 Penalty: 952.324219
	Iteration 8Q: 3 clusters Score -1732649 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -1732833.000000 Penalty: 952.324219
	Iteration 9Q: 3 clusters Score -1732833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -1732881.000000 Penalty: 952.324219
	Iteration 10Q: 3 clusters Score -1732881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -1732910.125000 Penalty: 952.324219
	Iteration 11Q: 3 clusters Score -1732910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -1732916.875000 Penalty: 952.324219
	Iteration 12Q: 3 clusters Score -1732917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -1732924.625000 Penalty: 952.324219
	Iteration 13Q: 3 clusters Score -1732925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -1732927.500000 Penalty: 952.324219
	Iteration 14Q: 3 clusters Score -1732928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -1732930.750000 Penalty: 952.324219
	Iteration 15Q: 3 clusters Score -1732931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -1732932.125000 Penalty: 952.324219
	Iteration 16Q: 3 clusters Score -1732932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -1732932.750000 Penalty: 952.324219
	Iteration 17Q: 3 clusters Score -1732933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -1732932.750000 Penalty: 952.324219
	Iteration 18Q: 3 clusters Score -1732933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -1732932.500000 Penalty: 952.324219
	Iteration 19Q: 3 clusters Score -1732932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -1732933.125000 Penalty: 952.324219
	Iteration 20F: 3 clusters Score -1732933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -122873.234375 Penalty: 353.081848
	Iteration 0F: 2 clusters Score -122873.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -121230.640625 Penalty: 706.163696
	Iteration 0F: 3 clusters Score -121230.6 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -121741.632812 Penalty: 706.163696
	Iteration 1F: 3 clusters Score -121741.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -121833.875000 Penalty: 706.163696
	Iteration 2F: 3 clusters Score -121833.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -121935.187500 Penalty: 706.163696
	Iteration 3F: 3 clusters Score -121935.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -122024.640625 Penalty: 706.163696
	Iteration 4F: 3 clusters Score -122024.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -122127.804688 Penalty: 706.163696
	Iteration 5F: 3 clusters Score -122127.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -122240.296875 Penalty: 706.163696
	Iteration 6F: 3 clusters Score -122240.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -122299.359375 Penalty: 706.163696
	Iteration 7Q: 3 clusters Score -122299.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -122328.359375 Penalty: 706.163696
	Iteration 8Q: 3 clusters Score -122328.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -122344.562500 Penalty: 706.163696
	Iteration 9Q: 3 clusters Score -122344.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -122350.593750 Penalty: 706.163696
	Iteration 10Q: 3 clusters Score -122350.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -122354.500000 Penalty: 706.163696
	Iteration 11Q: 3 clusters Score -122354.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -122356.617188 Penalty: 706.163696
	Iteration 12Q: 3 clusters Score -122356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -122356.765625 Penalty: 706.163696
	Iteration 13Q: 3 clusters Score -122356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -122357.046875 Penalty: 706.163696
	Iteration 14Q: 3 clusters Score -122357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -122357.914062 Penalty: 706.163696
	Iteration 15Q: 3 clusters Score -122357.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -122358.843750 Penalty: 706.163696
	Iteration 16Q: 3 clusters Score -122358.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -122360.453125 Penalty: 706.163696
	Iteration 17Q: 3 clusters Score -122360.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -122360.867188 Penalty: 706.163696
	Iteration 18Q: 3 clusters Score -122360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -122361.148438 Penalty: 706.163696
	Iteration 19Q: 3 clusters Score -122361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -122362.460938 Penalty: 706.163696
	Iteration 20F: 3 clusters Score -122362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -122362.804688 Penalty: 706.163696
	Iteration 21Q: 3 clusters Score -122362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -122363.085938 Penalty: 706.163696
	Iteration 22Q: 3 clusters Score -122363.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -122364.023438 Penalty: 706.163696
	Iteration 23Q: 3 clusters Score -122364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -122364.593750 Penalty: 706.163696
	Iteration 24Q: 3 clusters Score -122364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -122364.976562 Penalty: 706.163696
	Iteration 25Q: 3 clusters Score -122365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -122365.257812 Penalty: 706.163696
	Iteration 26Q: 3 clusters Score -122365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -122365.375000 Penalty: 706.163696
	Iteration 27Q: 3 clusters Score -122365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -122366.484375 Penalty: 706.163696
	Iteration 28Q: 3 clusters Score -122366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -122367.070312 Penalty: 706.163696
	Iteration 29Q: 3 clusters Score -122367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -122367.515625 Penalty: 706.163696
	Iteration 30Q: 3 clusters Score -122367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -122368.375000 Penalty: 706.163696
	Iteration 31Q: 3 clusters Score -122368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -122368.984375 Penalty: 706.163696
	Iteration 32Q: 3 clusters Score -122369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -122369.109375 Penalty: 706.163696
	Iteration 33Q: 3 clusters Score -122369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -122369.109375 Penalty: 706.163696
	Iteration 34F: 3 clusters Score -122369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3762.279785 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3762.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3577.241455 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3577.241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3600.959473 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3600.959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3608.910156 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -3608.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3626.855957 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -3626.856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3640.785400 Penalty: 396.460510
	Iteration 4Q: 3 clusters Score -3640.785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3651.861084 Penalty: 396.460510
	Iteration 5Q: 3 clusters Score -3651.861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3651.861084 Penalty: 396.460510
	Iteration 6F: 3 clusters Score -3651.861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (216257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216257 members 
Entering Unmasked Estep 
Score: -10180137.000000 Penalty: 558.932129
	Iteration 0F: 2 clusters Score -1.018014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -10035369.000000 Penalty: 1117.864258
	Iteration 0F: 3 clusters Score -1.003537e+07 nChanged 106457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113196 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -10102137.000000 Penalty: 1117.864258
	Iteration 1F: 3 clusters Score -1.010214e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116444 members 
Mstep: Class 2 contains 99813 members 
Entering Unmasked Estep 
Score: -10104280.000000 Penalty: 1117.864258
	Iteration 2Q: 3 clusters Score -1.010428e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121300 members 
Mstep: Class 2 contains 94957 members 
Entering Unmasked Estep 
Score: -10107079.000000 Penalty: 1117.864258
	Iteration 3Q: 3 clusters Score -1.010708e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128504 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -10111074.000000 Penalty: 1117.864258
	Iteration 4Q: 3 clusters Score -1.011107e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138709 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -10116973.000000 Penalty: 1117.864258
	Iteration 5Q: 3 clusters Score -1.011697e+07 nChanged 13817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -10125822.000000 Penalty: 1117.864258
	Iteration 6F: 3 clusters Score -1.012582e+07 nChanged 16928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169410 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -10138922.000000 Penalty: 1117.864258
	Iteration 7F: 3 clusters Score -1.013892e+07 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187185 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -10154292.000000 Penalty: 1117.864258
	Iteration 8F: 3 clusters Score -1.015429e+07 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201979 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -10167884.000000 Penalty: 1117.864258
	Iteration 9F: 3 clusters Score -1.016788e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210910 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -10175927.000000 Penalty: 1117.864258
	Iteration 10Q: 3 clusters Score -1.017593e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214729 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -10178672.000000 Penalty: 1117.864258
	Iteration 11Q: 3 clusters Score -1.017867e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215847 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10179357.000000 Penalty: 1117.864258
	Iteration 12Q: 3 clusters Score -1.017936e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216127 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10179544.000000 Penalty: 1117.864258
	Iteration 13Q: 3 clusters Score -1.017954e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216191 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10179623.000000 Penalty: 1117.864258
	Iteration 14Q: 3 clusters Score -1.017962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216203 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10179631.000000 Penalty: 1117.864258
	Iteration 15Q: 3 clusters Score -1.017963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216210 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10179633.000000 Penalty: 1117.864258
	Iteration 16Q: 3 clusters Score -1.017963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216211 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10179634.000000 Penalty: 1117.864258
	Iteration 17Q: 3 clusters Score -1.017963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216211 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10179634.000000 Penalty: 1117.864258
	Iteration 18F: 3 clusters Score -1.017963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -13091.209961 Penalty: 282.582306
	Iteration 0F: 2 clusters Score -13091.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12614.832031 Penalty: 565.164612
	Iteration 0F: 3 clusters Score -12614.83 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12753.144531 Penalty: 565.164612
	Iteration 1F: 3 clusters Score -12753.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12807.769531 Penalty: 565.164612
	Iteration 2F: 3 clusters Score -12807.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12851.274414 Penalty: 565.164612
	Iteration 3F: 3 clusters Score -12851.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12882.322266 Penalty: 565.164612
	Iteration 4F: 3 clusters Score -12882.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12910.145508 Penalty: 565.164612
	Iteration 5Q: 3 clusters Score -12910.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -12938.904297 Penalty: 565.164612
	Iteration 6Q: 3 clusters Score -12938.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -12992.456055 Penalty: 565.164612
	Iteration 7Q: 3 clusters Score -12992.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13033.002930 Penalty: 565.164612
	Iteration 8F: 3 clusters Score -13033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13065.052734 Penalty: 565.164612
	Iteration 9F: 3 clusters Score -13065.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13075.046875 Penalty: 565.164612
	Iteration 10Q: 3 clusters Score -13075.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13088.769531 Penalty: 565.164612
	Iteration 11Q: 3 clusters Score -13088.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13091.476562 Penalty: 565.164612
	Iteration 12Q: 3 clusters Score -13091.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13093.815430 Penalty: 565.164612
	Iteration 13Q: 3 clusters Score -13093.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13094.042969 Penalty: 565.164612
	Iteration 14Q: 3 clusters Score -13094.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13094.042969 Penalty: 565.164612
	Iteration 15F: 3 clusters Score -13094.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68187 members 
Mstep: Class 4 contains 21924 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 319 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216257 members 
Mstep: Class 15 contains 179 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55267 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 94031 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 17059 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19036 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 260330 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121793 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 133791 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2058 members 
Mstep: Class 44 contains 176236 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 978 members 
Mstep: Class 50 contains 10254 members 
Mstep: Class 51 contains 2074 members 
Mstep: Class 52 contains 1182 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 186635 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1174 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6800 members 
Mstep: Class 60 contains 78537 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 240 members 
Mstep: Class 64 contains 133453 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 6775 members 
Mstep: Class 70 contains 803 members 
Entering Unmasked Estep 
Score: -90759792.000000 Penalty: 45495.535156
Splitting cluster 15 changes total score from -90763048.000000 to -90759792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -74330.953125 Penalty: 332.721191
	Iteration 0F: 2 clusters Score -74330.95 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 786 members 
Entering Unmasked Estep 
Score: -73230.953125 Penalty: 665.442383
	Iteration 0F: 3 clusters Score -73230.95 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -73569.953125 Penalty: 665.442383
	Iteration 1F: 3 clusters Score -73569.95 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -73638.578125 Penalty: 665.442383
	Iteration 2F: 3 clusters Score -73638.58 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -73688.921875 Penalty: 665.442383
	Iteration 3F: 3 clusters Score -73688.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -73734.695312 Penalty: 665.442383
	Iteration 4Q: 3 clusters Score -73734.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -73774.078125 Penalty: 665.442383
	Iteration 5Q: 3 clusters Score -73774.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -73802.101562 Penalty: 665.442383
	Iteration 6Q: 3 clusters Score -73802.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -73830.359375 Penalty: 665.442383
	Iteration 7Q: 3 clusters Score -73830.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -73861.414062 Penalty: 665.442383
	Iteration 8Q: 3 clusters Score -73861.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -73888.789062 Penalty: 665.442383
	Iteration 9Q: 3 clusters Score -73888.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -73921.085938 Penalty: 665.442383
	Iteration 10Q: 3 clusters Score -73921.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -73961.640625 Penalty: 665.442383
	Iteration 11Q: 3 clusters Score -73961.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -73999.242188 Penalty: 665.442383
	Iteration 12Q: 3 clusters Score -73999.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -74023.203125 Penalty: 665.442383
	Iteration 13Q: 3 clusters Score -74023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -74026.765625 Penalty: 665.442383
	Iteration 14Q: 3 clusters Score -74026.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -74031.773438 Penalty: 665.442383
	Iteration 15Q: 3 clusters Score -74031.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -74035.726562 Penalty: 665.442383
	Iteration 16Q: 3 clusters Score -74035.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -74041.179688 Penalty: 665.442383
	Iteration 17Q: 3 clusters Score -74041.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -74042.648438 Penalty: 665.442383
	Iteration 18Q: 3 clusters Score -74042.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -74043.578125 Penalty: 665.442383
	Iteration 19Q: 3 clusters Score -74043.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -74043.578125 Penalty: 665.442383
	Iteration 20F: 3 clusters Score -74043.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -43265.488281 Penalty: 312.398041
	Iteration 0F: 2 clusters Score -43265.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -42457.992188 Penalty: 624.796082
	Iteration 0F: 3 clusters Score -42457.99 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -42704.628906 Penalty: 624.796082
	Iteration 1F: 3 clusters Score -42704.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -42736.507812 Penalty: 624.796082
	Iteration 2F: 3 clusters Score -42736.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -42760.031250 Penalty: 624.796082
	Iteration 3Q: 3 clusters Score -42760.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -42774.207031 Penalty: 624.796082
	Iteration 4Q: 3 clusters Score -42774.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -42796.441406 Penalty: 624.796082
	Iteration 5Q: 3 clusters Score -42796.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -42828.542969 Penalty: 624.796082
	Iteration 6Q: 3 clusters Score -42828.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -42865.796875 Penalty: 624.796082
	Iteration 7Q: 3 clusters Score -42865.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -42898.246094 Penalty: 624.796082
	Iteration 8Q: 3 clusters Score -42898.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -42925.097656 Penalty: 624.796082
	Iteration 9Q: 3 clusters Score -42925.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -42950.343750 Penalty: 624.796082
	Iteration 10Q: 3 clusters Score -42950.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -42963.414062 Penalty: 624.796082
	Iteration 11Q: 3 clusters Score -42963.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -42978.835938 Penalty: 624.796082
	Iteration 12Q: 3 clusters Score -42978.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -42998.523438 Penalty: 624.796082
	Iteration 13Q: 3 clusters Score -42998.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -43017.910156 Penalty: 624.796082
	Iteration 14Q: 3 clusters Score -43017.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -43034.644531 Penalty: 624.796082
	Iteration 15Q: 3 clusters Score -43034.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -43061.625000 Penalty: 624.796082
	Iteration 16Q: 3 clusters Score -43061.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -43095.601562 Penalty: 624.796082
	Iteration 17Q: 3 clusters Score -43095.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -43126.195312 Penalty: 624.796082
	Iteration 18Q: 3 clusters Score -43126.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -43145.937500 Penalty: 624.796082
	Iteration 19Q: 3 clusters Score -43145.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -43155.203125 Penalty: 624.796082
	Iteration 20F: 3 clusters Score -43155.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -43166.703125 Penalty: 624.796082
	Iteration 21Q: 3 clusters Score -43166.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -43173.066406 Penalty: 624.796082
	Iteration 22Q: 3 clusters Score -43173.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -43175.136719 Penalty: 624.796082
	Iteration 23Q: 3 clusters Score -43175.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -43177.503906 Penalty: 624.796082
	Iteration 24Q: 3 clusters Score -43177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -43180.980469 Penalty: 624.796082
	Iteration 25Q: 3 clusters Score -43180.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -43184.039062 Penalty: 624.796082
	Iteration 26Q: 3 clusters Score -43184.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -43185.507812 Penalty: 624.796082
	Iteration 27Q: 3 clusters Score -43185.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -43185.992188 Penalty: 624.796082
	Iteration 28Q: 3 clusters Score -43185.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -43187.550781 Penalty: 624.796082
	Iteration 29Q: 3 clusters Score -43187.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -43187.976562 Penalty: 624.796082
	Iteration 30Q: 3 clusters Score -43187.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -43187.976562 Penalty: 624.796082
	Iteration 31F: 3 clusters Score -43187.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Entering Unmasked Estep 
Score: -2533069.750000 Penalty: 496.856873
	Iteration 0F: 2 clusters Score -2533070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -2496072.500000 Penalty: 993.713745
	Iteration 0F: 3 clusters Score -2496072 nChanged 26608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -2511783.000000 Penalty: 993.713745
	Iteration 1F: 3 clusters Score -2511783 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -2512425.500000 Penalty: 993.713745
	Iteration 2Q: 3 clusters Score -2512426 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -2513248.000000 Penalty: 993.713745
	Iteration 3Q: 3 clusters Score -2513248 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -2514467.500000 Penalty: 993.713745
	Iteration 4Q: 3 clusters Score -2514468 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -2516242.000000 Penalty: 993.713745
	Iteration 5F: 3 clusters Score -2516242 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -2518679.750000 Penalty: 993.713745
	Iteration 6F: 3 clusters Score -2518680 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2521206.250000 Penalty: 993.713745
	Iteration 7F: 3 clusters Score -2521206 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2522758.000000 Penalty: 993.713745
	Iteration 8F: 3 clusters Score -2522758 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2523361.250000 Penalty: 993.713745
	Iteration 9Q: 3 clusters Score -2523361 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2523670.500000 Penalty: 993.713745
	Iteration 10Q: 3 clusters Score -2523670 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2523910.250000 Penalty: 993.713745
	Iteration 11Q: 3 clusters Score -2523910 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2524139.250000 Penalty: 993.713745
	Iteration 12Q: 3 clusters Score -2524139 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2524404.250000 Penalty: 993.713745
	Iteration 13Q: 3 clusters Score -2524404 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2524694.500000 Penalty: 993.713745
	Iteration 14Q: 3 clusters Score -2524694 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2524976.000000 Penalty: 993.713745
	Iteration 15Q: 3 clusters Score -2524976 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2525317.500000 Penalty: 993.713745
	Iteration 16Q: 3 clusters Score -2525318 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2525725.000000 Penalty: 993.713745
	Iteration 17Q: 3 clusters Score -2525725 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2526162.250000 Penalty: 993.713745
	Iteration 18Q: 3 clusters Score -2526162 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2526689.250000 Penalty: 993.713745
	Iteration 19Q: 3 clusters Score -2526689 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2527207.750000 Penalty: 993.713745
	Iteration 20F: 3 clusters Score -2527208 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2527825.000000 Penalty: 993.713745
	Iteration 21Q: 3 clusters Score -2527825 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2528498.250000 Penalty: 993.713745
	Iteration 22Q: 3 clusters Score -2528498 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2529254.750000 Penalty: 993.713745
	Iteration 23Q: 3 clusters Score -2529255 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2529939.500000 Penalty: 993.713745
	Iteration 24Q: 3 clusters Score -2529940 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2530600.500000 Penalty: 993.713745
	Iteration 25Q: 3 clusters Score -2530600 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2531174.750000 Penalty: 993.713745
	Iteration 26Q: 3 clusters Score -2531175 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2531627.250000 Penalty: 993.713745
	Iteration 27Q: 3 clusters Score -2531627 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2531971.250000 Penalty: 993.713745
	Iteration 28Q: 3 clusters Score -2531971 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2532230.000000 Penalty: 993.713745
	Iteration 29Q: 3 clusters Score -2532230 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2532414.250000 Penalty: 993.713745
	Iteration 30Q: 3 clusters Score -2532414 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2532539.500000 Penalty: 993.713745
	Iteration 31Q: 3 clusters Score -2532540 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2532642.750000 Penalty: 993.713745
	Iteration 32Q: 3 clusters Score -2532643 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2532693.750000 Penalty: 993.713745
	Iteration 33Q: 3 clusters Score -2532694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2532718.500000 Penalty: 993.713745
	Iteration 34Q: 3 clusters Score -2532718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2532752.250000 Penalty: 993.713745
	Iteration 35Q: 3 clusters Score -2532752 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2532768.000000 Penalty: 993.713745
	Iteration 36Q: 3 clusters Score -2532768 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2532785.000000 Penalty: 993.713745
	Iteration 37Q: 3 clusters Score -2532785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2532788.750000 Penalty: 993.713745
	Iteration 38Q: 3 clusters Score -2532789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2532797.000000 Penalty: 993.713745
	Iteration 39Q: 3 clusters Score -2532797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2532803.000000 Penalty: 993.713745
	Iteration 40F: 3 clusters Score -2532803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2532805.000000 Penalty: 993.713745
	Iteration 41Q: 3 clusters Score -2532805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2532808.750000 Penalty: 993.713745
	Iteration 42Q: 3 clusters Score -2532809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2532809.250000 Penalty: 993.713745
	Iteration 43Q: 3 clusters Score -2532809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2532813.250000 Penalty: 993.713745
	Iteration 44Q: 3 clusters Score -2532813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2532820.250000 Penalty: 993.713745
	Iteration 45Q: 3 clusters Score -2532820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2532819.250000 Penalty: 993.713745
	Iteration 46Q: 3 clusters Score -2532819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2532820.500000 Penalty: 993.713745
	Iteration 47Q: 3 clusters Score -2532820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2532830.000000 Penalty: 993.713745
	Iteration 48Q: 3 clusters Score -2532830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2532824.000000 Penalty: 993.713745
	Iteration 49Q: 3 clusters Score -2532824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2532826.750000 Penalty: 993.713745
	Iteration 50Q: 3 clusters Score -2532827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2532825.500000 Penalty: 993.713745
	Iteration 51Q: 3 clusters Score -2532826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2532824.000000 Penalty: 993.713745
	Iteration 52Q: 3 clusters Score -2532824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2532824.500000 Penalty: 993.713745
	Iteration 53Q: 3 clusters Score -2532824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2532828.750000 Penalty: 993.713745
	Iteration 54Q: 3 clusters Score -2532829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2532829.250000 Penalty: 993.713745
	Iteration 55Q: 3 clusters Score -2532829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2532826.250000 Penalty: 993.713745
	Iteration 56Q: 3 clusters Score -2532826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2532826.250000 Penalty: 993.713745
	Iteration 57F: 3 clusters Score -2532826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -38271.214844 Penalty: 309.811279
	Iteration 0F: 2 clusters Score -38271.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -37529.355469 Penalty: 619.622559
	Iteration 0F: 3 clusters Score -37529.36 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -37742.214844 Penalty: 619.622559
	Iteration 1F: 3 clusters Score -37742.21 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37804.828125 Penalty: 619.622559
	Iteration 2F: 3 clusters Score -37804.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37855.234375 Penalty: 619.622559
	Iteration 3F: 3 clusters Score -37855.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37911.785156 Penalty: 619.622559
	Iteration 4F: 3 clusters Score -37911.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37969.359375 Penalty: 619.622559
	Iteration 5F: 3 clusters Score -37969.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38001.468750 Penalty: 619.622559
	Iteration 6Q: 3 clusters Score -38001.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38028.578125 Penalty: 619.622559
	Iteration 7Q: 3 clusters Score -38028.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38059.859375 Penalty: 619.622559
	Iteration 8Q: 3 clusters Score -38059.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38091.726562 Penalty: 619.622559
	Iteration 9Q: 3 clusters Score -38091.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38130.355469 Penalty: 619.622559
	Iteration 10Q: 3 clusters Score -38130.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38159.429688 Penalty: 619.622559
	Iteration 11Q: 3 clusters Score -38159.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38182.347656 Penalty: 619.622559
	Iteration 12Q: 3 clusters Score -38182.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38194.835938 Penalty: 619.622559
	Iteration 13Q: 3 clusters Score -38194.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38202.453125 Penalty: 619.622559
	Iteration 14Q: 3 clusters Score -38202.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38210.804688 Penalty: 619.622559
	Iteration 15Q: 3 clusters Score -38210.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38217.378906 Penalty: 619.622559
	Iteration 16Q: 3 clusters Score -38217.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38225.191406 Penalty: 619.622559
	Iteration 17Q: 3 clusters Score -38225.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38233.566406 Penalty: 619.622559
	Iteration 18Q: 3 clusters Score -38233.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38233.855469 Penalty: 619.622559
	Iteration 19Q: 3 clusters Score -38233.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38233.855469 Penalty: 619.622559
	Iteration 20F: 3 clusters Score -38233.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (94031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Entering Unmasked Estep 
Score: -4523275.500000 Penalty: 521.037781
	Iteration 0F: 2 clusters Score -4523276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -4459555.500000 Penalty: 1042.075562
	Iteration 0F: 3 clusters Score -4459556 nChanged 45963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -4488164.500000 Penalty: 1042.075562
	Iteration 1F: 3 clusters Score -4488164 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -4489948.500000 Penalty: 1042.075562
	Iteration 2Q: 3 clusters Score -4489948 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -4493045.500000 Penalty: 1042.075562
	Iteration 3F: 3 clusters Score -4493046 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -4498173.500000 Penalty: 1042.075562
	Iteration 4F: 3 clusters Score -4498174 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -4505134.000000 Penalty: 1042.075562
	Iteration 5F: 3 clusters Score -4505134 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 82069 members 
Entering Unmasked Estep 
Score: -4511984.000000 Penalty: 1042.075562
	Iteration 6F: 3 clusters Score -4511984 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -4516742.500000 Penalty: 1042.075562
	Iteration 7Q: 3 clusters Score -4516742 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -4519362.500000 Penalty: 1042.075562
	Iteration 8Q: 3 clusters Score -4519362 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 90091 members 
Entering Unmasked Estep 
Score: -4520625.500000 Penalty: 1042.075562
	Iteration 9Q: 3 clusters Score -4520626 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -4521243.000000 Penalty: 1042.075562
	Iteration 10Q: 3 clusters Score -4521243 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -4521548.500000 Penalty: 1042.075562
	Iteration 11Q: 3 clusters Score -4521548 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -4521749.000000 Penalty: 1042.075562
	Iteration 12Q: 3 clusters Score -4521749 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -4521933.500000 Penalty: 1042.075562
	Iteration 13Q: 3 clusters Score -4521934 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -4522064.500000 Penalty: 1042.075562
	Iteration 14Q: 3 clusters Score -4522064 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
Score: -4522185.500000 Penalty: 1042.075562
	Iteration 15Q: 3 clusters Score -4522186 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -4522290.500000 Penalty: 1042.075562
	Iteration 16Q: 3 clusters Score -4522290 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -4522352.500000 Penalty: 1042.075562
	Iteration 17Q: 3 clusters Score -4522352 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -4522411.500000 Penalty: 1042.075562
	Iteration 18Q: 3 clusters Score -4522412 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -4522463.000000 Penalty: 1042.075562
	Iteration 19Q: 3 clusters Score -4522463 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -4522503.000000 Penalty: 1042.075562
	Iteration 20F: 3 clusters Score -4522503 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -4522541.500000 Penalty: 1042.075562
	Iteration 21Q: 3 clusters Score -4522542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 93135 members 
Entering Unmasked Estep 
Score: -4522568.000000 Penalty: 1042.075562
	Iteration 22Q: 3 clusters Score -4522568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -4522597.000000 Penalty: 1042.075562
	Iteration 23Q: 3 clusters Score -4522597 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 93273 members 
Entering Unmasked Estep 
Score: -4522626.000000 Penalty: 1042.075562
	Iteration 24Q: 3 clusters Score -4522626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -4522645.500000 Penalty: 1042.075562
	Iteration 25Q: 3 clusters Score -4522646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -4522667.500000 Penalty: 1042.075562
	Iteration 26Q: 3 clusters Score -4522668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 93416 members 
Entering Unmasked Estep 
Score: -4522673.500000 Penalty: 1042.075562
	Iteration 27Q: 3 clusters Score -4522674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 93443 members 
Entering Unmasked Estep 
Score: -4522686.000000 Penalty: 1042.075562
	Iteration 28Q: 3 clusters Score -4522686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -4522693.000000 Penalty: 1042.075562
	Iteration 29Q: 3 clusters Score -4522693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -4522703.500000 Penalty: 1042.075562
	Iteration 30Q: 3 clusters Score -4522704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -4522729.000000 Penalty: 1042.075562
	Iteration 31Q: 3 clusters Score -4522729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -4522742.000000 Penalty: 1042.075562
	Iteration 32Q: 3 clusters Score -4522742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 93589 members 
Entering Unmasked Estep 
Score: -4522756.000000 Penalty: 1042.075562
	Iteration 33Q: 3 clusters Score -4522756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -4522765.500000 Penalty: 1042.075562
	Iteration 34Q: 3 clusters Score -4522766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -4522778.500000 Penalty: 1042.075562
	Iteration 35Q: 3 clusters Score -4522778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -4522787.500000 Penalty: 1042.075562
	Iteration 36Q: 3 clusters Score -4522788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -4522794.500000 Penalty: 1042.075562
	Iteration 37Q: 3 clusters Score -4522794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 93654 members 
Entering Unmasked Estep 
Score: -4522794.500000 Penalty: 1042.075562
	Iteration 38Q: 3 clusters Score -4522794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -4522801.500000 Penalty: 1042.075562
	Iteration 39Q: 3 clusters Score -4522802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -4522803.000000 Penalty: 1042.075562
	Iteration 40F: 3 clusters Score -4522803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -4522802.000000 Penalty: 1042.075562
	Iteration 41Q: 3 clusters Score -4522802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -4522804.500000 Penalty: 1042.075562
	Iteration 42Q: 3 clusters Score -4522804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 93680 members 
Entering Unmasked Estep 
Score: -4522803.500000 Penalty: 1042.075562
	Iteration 43Q: 3 clusters Score -4522804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -4522811.000000 Penalty: 1042.075562
	Iteration 44Q: 3 clusters Score -4522811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -4522808.500000 Penalty: 1042.075562
	Iteration 45Q: 3 clusters Score -4522808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -4522807.500000 Penalty: 1042.075562
	Iteration 46Q: 3 clusters Score -4522808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 93694 members 
Entering Unmasked Estep 
Score: -4522813.500000 Penalty: 1042.075562
	Iteration 47Q: 3 clusters Score -4522814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -4522816.500000 Penalty: 1042.075562
	Iteration 48Q: 3 clusters Score -4522816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -4522815.000000 Penalty: 1042.075562
	Iteration 49Q: 3 clusters Score -4522815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -4522815.000000 Penalty: 1042.075562
	Iteration 50F: 3 clusters Score -4522815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Entering Unmasked Estep 
Score: -323364.781250 Penalty: 399.588715
	Iteration 0F: 2 clusters Score -323364.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -318985.437500 Penalty: 799.177429
	Iteration 0F: 3 clusters Score -318985.4 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -320927.437500 Penalty: 799.177429
	Iteration 1F: 3 clusters Score -320927.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -321462.625000 Penalty: 799.177429
	Iteration 2F: 3 clusters Score -321462.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -322114.718750 Penalty: 799.177429
	Iteration 3F: 3 clusters Score -322114.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -322613.375000 Penalty: 799.177429
	Iteration 4F: 3 clusters Score -322613.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -322853.500000 Penalty: 799.177429
	Iteration 5Q: 3 clusters Score -322853.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -322984.968750 Penalty: 799.177429
	Iteration 6Q: 3 clusters Score -322985 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -323063.843750 Penalty: 799.177429
	Iteration 7Q: 3 clusters Score -323063.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -323107.437500 Penalty: 799.177429
	Iteration 8Q: 3 clusters Score -323107.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -323134.718750 Penalty: 799.177429
	Iteration 9Q: 3 clusters Score -323134.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -323163.062500 Penalty: 799.177429
	Iteration 10Q: 3 clusters Score -323163.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -323188.406250 Penalty: 799.177429
	Iteration 11Q: 3 clusters Score -323188.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -323205.843750 Penalty: 799.177429
	Iteration 12Q: 3 clusters Score -323205.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -323216.906250 Penalty: 799.177429
	Iteration 13Q: 3 clusters Score -323216.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -323225.000000 Penalty: 799.177429
	Iteration 14Q: 3 clusters Score -323225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -323232.062500 Penalty: 799.177429
	Iteration 15Q: 3 clusters Score -323232.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -323236.968750 Penalty: 799.177429
	Iteration 16Q: 3 clusters Score -323237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -323240.062500 Penalty: 799.177429
	Iteration 17Q: 3 clusters Score -323240.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -323243.093750 Penalty: 799.177429
	Iteration 18Q: 3 clusters Score -323243.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -323245.750000 Penalty: 799.177429
	Iteration 19Q: 3 clusters Score -323245.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -323249.687500 Penalty: 799.177429
	Iteration 20F: 3 clusters Score -323249.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -323252.000000 Penalty: 799.177429
	Iteration 21Q: 3 clusters Score -323252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -323252.031250 Penalty: 799.177429
	Iteration 22Q: 3 clusters Score -323252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -323252.531250 Penalty: 799.177429
	Iteration 23Q: 3 clusters Score -323252.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -323253.437500 Penalty: 799.177429
	Iteration 24Q: 3 clusters Score -323253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -323254.718750 Penalty: 799.177429
	Iteration 25Q: 3 clusters Score -323254.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -323255.468750 Penalty: 799.177429
	Iteration 26Q: 3 clusters Score -323255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -323255.531250 Penalty: 799.177429
	Iteration 27Q: 3 clusters Score -323255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -323255.625000 Penalty: 799.177429
	Iteration 28Q: 3 clusters Score -323255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -323255.718750 Penalty: 799.177429
	Iteration 29Q: 3 clusters Score -323255.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -323256.093750 Penalty: 799.177429
	Iteration 30Q: 3 clusters Score -323256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -323256.625000 Penalty: 799.177429
	Iteration 31Q: 3 clusters Score -323256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -323256.187500 Penalty: 799.177429
	Iteration 32Q: 3 clusters Score -323256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -323256.718750 Penalty: 799.177429
	Iteration 33Q: 3 clusters Score -323256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -323256.718750 Penalty: 799.177429
	Iteration 34Q: 3 clusters Score -323256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -323256.656250 Penalty: 799.177429
	Iteration 35Q: 3 clusters Score -323256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -323257.218750 Penalty: 799.177429
	Iteration 36Q: 3 clusters Score -323257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -323257.062500 Penalty: 799.177429
	Iteration 37Q: 3 clusters Score -323257.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -323257.062500 Penalty: 799.177429
	Iteration 38F: 3 clusters Score -323257.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -277292.812500 Penalty: 395.378265
	Iteration 0F: 2 clusters Score -277292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -273271.656250 Penalty: 790.756531
	Iteration 0F: 3 clusters Score -273271.7 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -275031.718750 Penalty: 790.756531
	Iteration 1F: 3 clusters Score -275031.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -275449.687500 Penalty: 790.756531
	Iteration 2F: 3 clusters Score -275449.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -275852.656250 Penalty: 790.756531
	Iteration 3F: 3 clusters Score -275852.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -276233.156250 Penalty: 790.756531
	Iteration 4F: 3 clusters Score -276233.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -276515.312500 Penalty: 790.756531
	Iteration 5Q: 3 clusters Score -276515.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -276719.468750 Penalty: 790.756531
	Iteration 6Q: 3 clusters Score -276719.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -276809.093750 Penalty: 790.756531
	Iteration 7Q: 3 clusters Score -276809.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -276863.187500 Penalty: 790.756531
	Iteration 8Q: 3 clusters Score -276863.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -276888.093750 Penalty: 790.756531
	Iteration 9Q: 3 clusters Score -276888.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -276900.156250 Penalty: 790.756531
	Iteration 10Q: 3 clusters Score -276900.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -276907.781250 Penalty: 790.756531
	Iteration 11Q: 3 clusters Score -276907.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -276914.531250 Penalty: 790.756531
	Iteration 12Q: 3 clusters Score -276914.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -276921.218750 Penalty: 790.756531
	Iteration 13Q: 3 clusters Score -276921.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -276928.500000 Penalty: 790.756531
	Iteration 14Q: 3 clusters Score -276928.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -276936.250000 Penalty: 790.756531
	Iteration 15Q: 3 clusters Score -276936.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -276944.187500 Penalty: 790.756531
	Iteration 16Q: 3 clusters Score -276944.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -276953.906250 Penalty: 790.756531
	Iteration 17Q: 3 clusters Score -276953.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -276966.000000 Penalty: 790.756531
	Iteration 18Q: 3 clusters Score -276966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -276973.437500 Penalty: 790.756531
	Iteration 19Q: 3 clusters Score -276973.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -276980.062500 Penalty: 790.756531
	Iteration 20F: 3 clusters Score -276980.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -276983.312500 Penalty: 790.756531
	Iteration 21Q: 3 clusters Score -276983.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -276986.031250 Penalty: 790.756531
	Iteration 22Q: 3 clusters Score -276986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -276987.968750 Penalty: 790.756531
	Iteration 23Q: 3 clusters Score -276988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -276988.687500 Penalty: 790.756531
	Iteration 24Q: 3 clusters Score -276988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -276990.656250 Penalty: 790.756531
	Iteration 25Q: 3 clusters Score -276990.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -276991.562500 Penalty: 790.756531
	Iteration 26Q: 3 clusters Score -276991.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -276993.500000 Penalty: 790.756531
	Iteration 27Q: 3 clusters Score -276993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -276995.218750 Penalty: 790.756531
	Iteration 28Q: 3 clusters Score -276995.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -276997.781250 Penalty: 790.756531
	Iteration 29Q: 3 clusters Score -276997.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -277002.250000 Penalty: 790.756531
	Iteration 30Q: 3 clusters Score -277002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -277007.062500 Penalty: 790.756531
	Iteration 31Q: 3 clusters Score -277007.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -277010.687500 Penalty: 790.756531
	Iteration 32Q: 3 clusters Score -277010.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -277015.718750 Penalty: 790.756531
	Iteration 33Q: 3 clusters Score -277015.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -277017.406250 Penalty: 790.756531
	Iteration 34Q: 3 clusters Score -277017.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -277017.937500 Penalty: 790.756531
	Iteration 35Q: 3 clusters Score -277017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -277018.593750 Penalty: 790.756531
	Iteration 36Q: 3 clusters Score -277018.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -277019.531250 Penalty: 790.756531
	Iteration 37Q: 3 clusters Score -277019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -277019.968750 Penalty: 790.756531
	Iteration 38Q: 3 clusters Score -277020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -277020.281250 Penalty: 790.756531
	Iteration 39Q: 3 clusters Score -277020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -277020.281250 Penalty: 790.756531
	Iteration 40F: 3 clusters Score -277020.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Entering Unmasked Estep 
Score: -844016.562500 Penalty: 443.371735
	Iteration 0F: 2 clusters Score -844016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -832676.562500 Penalty: 886.743469
	Iteration 0F: 3 clusters Score -832676.6 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -837168.875000 Penalty: 886.743469
	Iteration 1F: 3 clusters Score -837168.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -837358.000000 Penalty: 886.743469
	Iteration 2Q: 3 clusters Score -837358 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -837578.812500 Penalty: 886.743469
	Iteration 3Q: 3 clusters Score -837578.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -837883.562500 Penalty: 886.743469
	Iteration 4Q: 3 clusters Score -837883.6 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -838383.312500 Penalty: 886.743469
	Iteration 5F: 3 clusters Score -838383.3 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -839149.812500 Penalty: 886.743469
	Iteration 6F: 3 clusters Score -839149.8 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -840042.812500 Penalty: 886.743469
	Iteration 7F: 3 clusters Score -840042.8 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -840797.812500 Penalty: 886.743469
	Iteration 8F: 3 clusters Score -840797.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -841324.750000 Penalty: 886.743469
	Iteration 9Q: 3 clusters Score -841324.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -841677.687500 Penalty: 886.743469
	Iteration 10Q: 3 clusters Score -841677.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -841926.062500 Penalty: 886.743469
	Iteration 11Q: 3 clusters Score -841926.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -842111.812500 Penalty: 886.743469
	Iteration 12Q: 3 clusters Score -842111.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -842295.062500 Penalty: 886.743469
	Iteration 13Q: 3 clusters Score -842295.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -842490.250000 Penalty: 886.743469
	Iteration 14Q: 3 clusters Score -842490.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -842656.500000 Penalty: 886.743469
	Iteration 15Q: 3 clusters Score -842656.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -842819.687500 Penalty: 886.743469
	Iteration 16Q: 3 clusters Score -842819.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -842956.687500 Penalty: 886.743469
	Iteration 17Q: 3 clusters Score -842956.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -843072.125000 Penalty: 886.743469
	Iteration 18Q: 3 clusters Score -843072.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -843148.875000 Penalty: 886.743469
	Iteration 19Q: 3 clusters Score -843148.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -843223.875000 Penalty: 886.743469
	Iteration 20F: 3 clusters Score -843223.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -843288.437500 Penalty: 886.743469
	Iteration 21Q: 3 clusters Score -843288.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -843352.750000 Penalty: 886.743469
	Iteration 22Q: 3 clusters Score -843352.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -843410.687500 Penalty: 886.743469
	Iteration 23Q: 3 clusters Score -843410.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -843451.875000 Penalty: 886.743469
	Iteration 24Q: 3 clusters Score -843451.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -843481.750000 Penalty: 886.743469
	Iteration 25Q: 3 clusters Score -843481.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -843498.562500 Penalty: 886.743469
	Iteration 26Q: 3 clusters Score -843498.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -843514.625000 Penalty: 886.743469
	Iteration 27Q: 3 clusters Score -843514.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -843527.125000 Penalty: 886.743469
	Iteration 28Q: 3 clusters Score -843527.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -843538.000000 Penalty: 886.743469
	Iteration 29Q: 3 clusters Score -843538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -843553.500000 Penalty: 886.743469
	Iteration 30Q: 3 clusters Score -843553.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -843567.625000 Penalty: 886.743469
	Iteration 31Q: 3 clusters Score -843567.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -843578.062500 Penalty: 886.743469
	Iteration 32Q: 3 clusters Score -843578.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -843583.500000 Penalty: 886.743469
	Iteration 33Q: 3 clusters Score -843583.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -843590.562500 Penalty: 886.743469
	Iteration 34Q: 3 clusters Score -843590.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -843600.562500 Penalty: 886.743469
	Iteration 35Q: 3 clusters Score -843600.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -843603.687500 Penalty: 886.743469
	Iteration 36Q: 3 clusters Score -843603.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -843612.687500 Penalty: 886.743469
	Iteration 37Q: 3 clusters Score -843612.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -843618.687500 Penalty: 886.743469
	Iteration 38Q: 3 clusters Score -843618.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -843622.062500 Penalty: 886.743469
	Iteration 39Q: 3 clusters Score -843622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -843626.000000 Penalty: 886.743469
	Iteration 40F: 3 clusters Score -843626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -843629.812500 Penalty: 886.743469
	Iteration 41Q: 3 clusters Score -843629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -843630.187500 Penalty: 886.743469
	Iteration 42Q: 3 clusters Score -843630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -843632.125000 Penalty: 886.743469
	Iteration 43Q: 3 clusters Score -843632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -843632.000000 Penalty: 886.743469
	Iteration 44Q: 3 clusters Score -843632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -843632.625000 Penalty: 886.743469
	Iteration 45Q: 3 clusters Score -843632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -843632.687500 Penalty: 886.743469
	Iteration 46Q: 3 clusters Score -843632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -843632.625000 Penalty: 886.743469
	Iteration 47Q: 3 clusters Score -843632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -843633.687500 Penalty: 886.743469
	Iteration 48Q: 3 clusters Score -843633.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -843634.250000 Penalty: 886.743469
	Iteration 49Q: 3 clusters Score -843634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -843635.375000 Penalty: 886.743469
	Iteration 50Q: 3 clusters Score -843635.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -843637.500000 Penalty: 886.743469
	Iteration 51Q: 3 clusters Score -843637.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -843638.250000 Penalty: 886.743469
	Iteration 52Q: 3 clusters Score -843638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -843639.375000 Penalty: 886.743469
	Iteration 53Q: 3 clusters Score -843639.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -843639.687500 Penalty: 886.743469
	Iteration 54Q: 3 clusters Score -843639.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -843640.125000 Penalty: 886.743469
	Iteration 55Q: 3 clusters Score -843640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -843640.750000 Penalty: 886.743469
	Iteration 56Q: 3 clusters Score -843640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -843640.750000 Penalty: 886.743469
	Iteration 57Q: 3 clusters Score -843640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -843642.375000 Penalty: 886.743469
	Iteration 58Q: 3 clusters Score -843642.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -843644.562500 Penalty: 886.743469
	Iteration 59Q: 3 clusters Score -843644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -843648.062500 Penalty: 886.743469
	Iteration 60F: 3 clusters Score -843648.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -843652.812500 Penalty: 886.743469
	Iteration 61Q: 3 clusters Score -843652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -843657.875000 Penalty: 886.743469
	Iteration 62Q: 3 clusters Score -843657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -843658.625000 Penalty: 886.743469
	Iteration 63Q: 3 clusters Score -843658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -843661.687500 Penalty: 886.743469
	Iteration 64Q: 3 clusters Score -843661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -843662.812500 Penalty: 886.743469
	Iteration 65Q: 3 clusters Score -843662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -843663.812500 Penalty: 886.743469
	Iteration 66Q: 3 clusters Score -843663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -843663.812500 Penalty: 886.743469
	Iteration 67F: 3 clusters Score -843663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7457.192871 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7457.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7208.781738 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -7208.782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7274.020508 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -7274.021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7286.577148 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -7286.577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7294.190918 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -7294.191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7296.052734 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -7296.053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7296.052734 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -7296.053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -156089.484375 Penalty: 363.215454
	Iteration 0F: 2 clusters Score -156089.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -154037.531250 Penalty: 726.430908
	Iteration 0F: 3 clusters Score -154037.5 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -154748.828125 Penalty: 726.430908
	Iteration 1F: 3 clusters Score -154748.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -154806.718750 Penalty: 726.430908
	Iteration 2F: 3 clusters Score -154806.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -154856.390625 Penalty: 726.430908
	Iteration 3Q: 3 clusters Score -154856.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -154916.187500 Penalty: 726.430908
	Iteration 4Q: 3 clusters Score -154916.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -154989.359375 Penalty: 726.430908
	Iteration 5Q: 3 clusters Score -154989.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -155067.171875 Penalty: 726.430908
	Iteration 6Q: 3 clusters Score -155067.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -155160.765625 Penalty: 726.430908
	Iteration 7Q: 3 clusters Score -155160.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -155272.468750 Penalty: 726.430908
	Iteration 8F: 3 clusters Score -155272.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -155420.375000 Penalty: 726.430908
	Iteration 9F: 3 clusters Score -155420.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -155550.328125 Penalty: 726.430908
	Iteration 10Q: 3 clusters Score -155550.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -155644.421875 Penalty: 726.430908
	Iteration 11Q: 3 clusters Score -155644.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -155706.968750 Penalty: 726.430908
	Iteration 12Q: 3 clusters Score -155707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -155732.031250 Penalty: 726.430908
	Iteration 13Q: 3 clusters Score -155732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -155749.265625 Penalty: 726.430908
	Iteration 14Q: 3 clusters Score -155749.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -155759.421875 Penalty: 726.430908
	Iteration 15Q: 3 clusters Score -155759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -155764.437500 Penalty: 726.430908
	Iteration 16Q: 3 clusters Score -155764.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -155766.578125 Penalty: 726.430908
	Iteration 17Q: 3 clusters Score -155766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -155766.703125 Penalty: 726.430908
	Iteration 18Q: 3 clusters Score -155766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -155767.000000 Penalty: 726.430908
	Iteration 19Q: 3 clusters Score -155767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -155767.000000 Penalty: 726.430908
	Iteration 20F: 3 clusters Score -155767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -13086.295898 Penalty: 267.691162
	Iteration 0F: 2 clusters Score -13086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12730.777344 Penalty: 535.382324
	Iteration 0F: 3 clusters Score -12730.78 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12862.380859 Penalty: 535.382324
	Iteration 1F: 3 clusters Score -12862.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12888.921875 Penalty: 535.382324
	Iteration 2F: 3 clusters Score -12888.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12911.035156 Penalty: 535.382324
	Iteration 3Q: 3 clusters Score -12911.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12930.258789 Penalty: 535.382324
	Iteration 4F: 3 clusters Score -12930.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12938.730469 Penalty: 535.382324
	Iteration 5Q: 3 clusters Score -12938.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12938.730469 Penalty: 535.382324
	Iteration 6F: 3 clusters Score -12938.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -50727.847656 Penalty: 316.392639
	Iteration 0F: 2 clusters Score -50727.85 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 512 members 
Entering Unmasked Estep 
Score: -49903.535156 Penalty: 632.785278
	Iteration 0F: 3 clusters Score -49903.54 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -50146.167969 Penalty: 632.785278
	Iteration 1F: 3 clusters Score -50146.17 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -50188.066406 Penalty: 632.785278
	Iteration 2F: 3 clusters Score -50188.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -50211.207031 Penalty: 632.785278
	Iteration 3Q: 3 clusters Score -50211.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -50239.562500 Penalty: 632.785278
	Iteration 4Q: 3 clusters Score -50239.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -50264.769531 Penalty: 632.785278
	Iteration 5Q: 3 clusters Score -50264.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -50291.531250 Penalty: 632.785278
	Iteration 6Q: 3 clusters Score -50291.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -50310.691406 Penalty: 632.785278
	Iteration 7Q: 3 clusters Score -50310.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -50325.894531 Penalty: 632.785278
	Iteration 8Q: 3 clusters Score -50325.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50334.148438 Penalty: 632.785278
	Iteration 9Q: 3 clusters Score -50334.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -50340.957031 Penalty: 632.785278
	Iteration 10Q: 3 clusters Score -50340.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50347.332031 Penalty: 632.785278
	Iteration 11Q: 3 clusters Score -50347.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50350.921875 Penalty: 632.785278
	Iteration 12Q: 3 clusters Score -50350.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -50357.152344 Penalty: 632.785278
	Iteration 13Q: 3 clusters Score -50357.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -50365.027344 Penalty: 632.785278
	Iteration 14Q: 3 clusters Score -50365.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -50369.671875 Penalty: 632.785278
	Iteration 15Q: 3 clusters Score -50369.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50372.437500 Penalty: 632.785278
	Iteration 16Q: 3 clusters Score -50372.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -50375.382812 Penalty: 632.785278
	Iteration 17Q: 3 clusters Score -50375.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50377.824219 Penalty: 632.785278
	Iteration 18Q: 3 clusters Score -50377.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -50381.140625 Penalty: 632.785278
	Iteration 19Q: 3 clusters Score -50381.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -50382.992188 Penalty: 632.785278
	Iteration 20F: 3 clusters Score -50382.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -50383.945312 Penalty: 632.785278
	Iteration 21Q: 3 clusters Score -50383.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50384.136719 Penalty: 632.785278
	Iteration 22Q: 3 clusters Score -50384.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50384.511719 Penalty: 632.785278
	Iteration 23Q: 3 clusters Score -50384.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -50384.609375 Penalty: 632.785278
	Iteration 24Q: 3 clusters Score -50384.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -50384.640625 Penalty: 632.785278
	Iteration 25Q: 3 clusters Score -50384.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -50385.183594 Penalty: 632.785278
	Iteration 26Q: 3 clusters Score -50385.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -50386.617188 Penalty: 632.785278
	Iteration 27Q: 3 clusters Score -50386.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -50387.851562 Penalty: 632.785278
	Iteration 28Q: 3 clusters Score -50387.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50389.273438 Penalty: 632.785278
	Iteration 29Q: 3 clusters Score -50389.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50390.457031 Penalty: 632.785278
	Iteration 30Q: 3 clusters Score -50390.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -50390.925781 Penalty: 632.785278
	Iteration 31Q: 3 clusters Score -50390.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -50390.925781 Penalty: 632.785278
	Iteration 32F: 3 clusters Score -50390.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -180868.062500 Penalty: 377.276764
	Iteration 0F: 2 clusters Score -180868.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -178121.250000 Penalty: 754.553528
	Iteration 0F: 3 clusters Score -178121.2 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -179224.859375 Penalty: 754.553528
	Iteration 1F: 3 clusters Score -179224.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -179413.750000 Penalty: 754.553528
	Iteration 2F: 3 clusters Score -179413.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -179641.328125 Penalty: 754.553528
	Iteration 3F: 3 clusters Score -179641.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -179920.750000 Penalty: 754.553528
	Iteration 4F: 3 clusters Score -179920.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -180186.406250 Penalty: 754.553528
	Iteration 5F: 3 clusters Score -180186.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -180373.156250 Penalty: 754.553528
	Iteration 6Q: 3 clusters Score -180373.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -180462.312500 Penalty: 754.553528
	Iteration 7Q: 3 clusters Score -180462.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -180504.046875 Penalty: 754.553528
	Iteration 8Q: 3 clusters Score -180504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -180520.921875 Penalty: 754.553528
	Iteration 9Q: 3 clusters Score -180520.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -180530.625000 Penalty: 754.553528
	Iteration 10Q: 3 clusters Score -180530.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -180542.265625 Penalty: 754.553528
	Iteration 11Q: 3 clusters Score -180542.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -180546.875000 Penalty: 754.553528
	Iteration 12Q: 3 clusters Score -180546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -180551.140625 Penalty: 754.553528
	Iteration 13Q: 3 clusters Score -180551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -180553.734375 Penalty: 754.553528
	Iteration 14Q: 3 clusters Score -180553.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -180553.734375 Penalty: 754.553528
	Iteration 15F: 3 clusters Score -180553.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -126846.328125 Penalty: 358.799591
	Iteration 0F: 2 clusters Score -126846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -124969.789062 Penalty: 717.599182
	Iteration 0F: 3 clusters Score -124969.8 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -125690.460938 Penalty: 717.599182
	Iteration 1F: 3 clusters Score -125690.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -125800.632812 Penalty: 717.599182
	Iteration 2F: 3 clusters Score -125800.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -125915.039062 Penalty: 717.599182
	Iteration 3F: 3 clusters Score -125915 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -126007.664062 Penalty: 717.599182
	Iteration 4F: 3 clusters Score -126007.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -126082.031250 Penalty: 717.599182
	Iteration 5Q: 3 clusters Score -126082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -126149.546875 Penalty: 717.599182
	Iteration 6Q: 3 clusters Score -126149.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -126206.351562 Penalty: 717.599182
	Iteration 7Q: 3 clusters Score -126206.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -126266.468750 Penalty: 717.599182
	Iteration 8Q: 3 clusters Score -126266.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -126312.773438 Penalty: 717.599182
	Iteration 9Q: 3 clusters Score -126312.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -126336.796875 Penalty: 717.599182
	Iteration 10Q: 3 clusters Score -126336.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -126353.429688 Penalty: 717.599182
	Iteration 11Q: 3 clusters Score -126353.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -126369.757812 Penalty: 717.599182
	Iteration 12Q: 3 clusters Score -126369.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126387.703125 Penalty: 717.599182
	Iteration 13Q: 3 clusters Score -126387.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -126408.968750 Penalty: 717.599182
	Iteration 14Q: 3 clusters Score -126409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126430.375000 Penalty: 717.599182
	Iteration 15Q: 3 clusters Score -126430.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -126448.148438 Penalty: 717.599182
	Iteration 16Q: 3 clusters Score -126448.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -126467.007812 Penalty: 717.599182
	Iteration 17Q: 3 clusters Score -126467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126491.968750 Penalty: 717.599182
	Iteration 18Q: 3 clusters Score -126492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -126500.757812 Penalty: 717.599182
	Iteration 19Q: 3 clusters Score -126500.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126511.804688 Penalty: 717.599182
	Iteration 20F: 3 clusters Score -126511.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -126518.375000 Penalty: 717.599182
	Iteration 21Q: 3 clusters Score -126518.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -126524.093750 Penalty: 717.599182
	Iteration 22Q: 3 clusters Score -126524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -126527.359375 Penalty: 717.599182
	Iteration 23Q: 3 clusters Score -126527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -126529.062500 Penalty: 717.599182
	Iteration 24Q: 3 clusters Score -126529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -126533.570312 Penalty: 717.599182
	Iteration 25Q: 3 clusters Score -126533.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -126537.109375 Penalty: 717.599182
	Iteration 26Q: 3 clusters Score -126537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -126541.242188 Penalty: 717.599182
	Iteration 27Q: 3 clusters Score -126541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -126541.632812 Penalty: 717.599182
	Iteration 28Q: 3 clusters Score -126541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -126542.078125 Penalty: 717.599182
	Iteration 29Q: 3 clusters Score -126542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -126543.820312 Penalty: 717.599182
	Iteration 30Q: 3 clusters Score -126543.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -126545.679688 Penalty: 717.599182
	Iteration 31Q: 3 clusters Score -126545.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -126546.351562 Penalty: 717.599182
	Iteration 32Q: 3 clusters Score -126546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -126546.671875 Penalty: 717.599182
	Iteration 33Q: 3 clusters Score -126546.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -126546.539062 Penalty: 717.599182
	Iteration 34Q: 3 clusters Score -126546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -126546.539062 Penalty: 717.599182
	Iteration 35F: 3 clusters Score -126546.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Entering Unmasked Estep 
Score: -272233.000000 Penalty: 394.324615
	Iteration 0F: 2 clusters Score -272233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -268351.656250 Penalty: 788.649231
	Iteration 0F: 3 clusters Score -268351.7 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -269779.187500 Penalty: 788.649231
	Iteration 1F: 3 clusters Score -269779.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -269903.500000 Penalty: 788.649231
	Iteration 2F: 3 clusters Score -269903.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -270021.750000 Penalty: 788.649231
	Iteration 3Q: 3 clusters Score -270021.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -270178.937500 Penalty: 788.649231
	Iteration 4Q: 3 clusters Score -270178.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -270379.437500 Penalty: 788.649231
	Iteration 5F: 3 clusters Score -270379.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -270601.000000 Penalty: 788.649231
	Iteration 6F: 3 clusters Score -270601 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -270837.562500 Penalty: 788.649231
	Iteration 7F: 3 clusters Score -270837.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -271054.968750 Penalty: 788.649231
	Iteration 8F: 3 clusters Score -271055 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -271223.812500 Penalty: 788.649231
	Iteration 9Q: 3 clusters Score -271223.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -271345.593750 Penalty: 788.649231
	Iteration 10Q: 3 clusters Score -271345.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -271450.750000 Penalty: 788.649231
	Iteration 11Q: 3 clusters Score -271450.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -271539.062500 Penalty: 788.649231
	Iteration 12Q: 3 clusters Score -271539.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -271646.250000 Penalty: 788.649231
	Iteration 13Q: 3 clusters Score -271646.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -271763.875000 Penalty: 788.649231
	Iteration 14Q: 3 clusters Score -271763.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -271859.843750 Penalty: 788.649231
	Iteration 15Q: 3 clusters Score -271859.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -271906.781250 Penalty: 788.649231
	Iteration 16Q: 3 clusters Score -271906.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -271926.937500 Penalty: 788.649231
	Iteration 17Q: 3 clusters Score -271926.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -271938.812500 Penalty: 788.649231
	Iteration 18Q: 3 clusters Score -271938.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -271956.125000 Penalty: 788.649231
	Iteration 19Q: 3 clusters Score -271956.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -271968.968750 Penalty: 788.649231
	Iteration 20F: 3 clusters Score -271969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -271979.906250 Penalty: 788.649231
	Iteration 21Q: 3 clusters Score -271979.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -271990.156250 Penalty: 788.649231
	Iteration 22Q: 3 clusters Score -271990.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -271999.500000 Penalty: 788.649231
	Iteration 23Q: 3 clusters Score -271999.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -272009.000000 Penalty: 788.649231
	Iteration 24Q: 3 clusters Score -272009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -272013.125000 Penalty: 788.649231
	Iteration 25Q: 3 clusters Score -272013.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -272014.718750 Penalty: 788.649231
	Iteration 26Q: 3 clusters Score -272014.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -272018.562500 Penalty: 788.649231
	Iteration 27Q: 3 clusters Score -272018.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -272021.406250 Penalty: 788.649231
	Iteration 28Q: 3 clusters Score -272021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -272022.625000 Penalty: 788.649231
	Iteration 29Q: 3 clusters Score -272022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -272023.156250 Penalty: 788.649231
	Iteration 30Q: 3 clusters Score -272023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -272023.718750 Penalty: 788.649231
	Iteration 31Q: 3 clusters Score -272023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -272023.500000 Penalty: 788.649231
	Iteration 32Q: 3 clusters Score -272023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -272023.968750 Penalty: 788.649231
	Iteration 33Q: 3 clusters Score -272024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -272025.625000 Penalty: 788.649231
	Iteration 34Q: 3 clusters Score -272025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -272025.781250 Penalty: 788.649231
	Iteration 35Q: 3 clusters Score -272025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -272026.843750 Penalty: 788.649231
	Iteration 36Q: 3 clusters Score -272026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -272027.968750 Penalty: 788.649231
	Iteration 37Q: 3 clusters Score -272028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -272028.125000 Penalty: 788.649231
	Iteration 38Q: 3 clusters Score -272028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -272027.781250 Penalty: 788.649231
	Iteration 39Q: 3 clusters Score -272027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -272027.562500 Penalty: 788.649231
	Iteration 40F: 3 clusters Score -272027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -272027.656250 Penalty: 788.649231
	Iteration 41Q: 3 clusters Score -272027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -272027.656250 Penalty: 788.649231
	Iteration 42F: 3 clusters Score -272027.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -16435.507812 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -16435.51 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 180 members 
Entering Unmasked Estep 
Score: -16034.875000 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -16034.88 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16197.194336 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -16197.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16246.587891 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -16246.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16276.119141 Penalty: 537.635559
	Iteration 3F: 3 clusters Score -16276.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16294.451172 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -16294.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16318.397461 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -16318.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16365.755859 Penalty: 537.635559
	Iteration 6Q: 3 clusters Score -16365.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16418.830078 Penalty: 537.635559
	Iteration 7Q: 3 clusters Score -16418.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16462.236328 Penalty: 537.635559
	Iteration 8Q: 3 clusters Score -16462.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16478.369141 Penalty: 537.635559
	Iteration 9Q: 3 clusters Score -16478.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16494.691406 Penalty: 537.635559
	Iteration 10Q: 3 clusters Score -16494.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16505.693359 Penalty: 537.635559
	Iteration 11Q: 3 clusters Score -16505.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16509.414062 Penalty: 537.635559
	Iteration 12Q: 3 clusters Score -16509.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16511.259766 Penalty: 537.635559
	Iteration 13Q: 3 clusters Score -16511.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16511.259766 Penalty: 537.635559
	Iteration 14F: 3 clusters Score -16511.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68187 members 
Mstep: Class 4 contains 21924 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216257 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55267 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 94031 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 17059 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 222 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19036 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 260330 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121793 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 133791 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2058 members 
Mstep: Class 44 contains 176236 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 978 members 
Mstep: Class 50 contains 10254 members 
Mstep: Class 51 contains 2074 members 
Mstep: Class 52 contains 1182 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 186635 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1174 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6800 members 
Mstep: Class 60 contains 78537 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 240 members 
Mstep: Class 64 contains 133453 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 6775 members 
Mstep: Class 70 contains 803 members 
Entering Unmasked Estep 
Score: -90759912.000000 Penalty: 45495.535156
Splitting cluster 31 changes total score from -90763048.000000 to -90759912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7284.773926 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7284.774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7011.529297 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7011.529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7088.544434 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7088.544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7123.242188 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7123.242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7161.194336 Penalty: 456.572449
	Iteration 3F: 3 clusters Score -7161.194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7198.257324 Penalty: 456.572449
	Iteration 4F: 3 clusters Score -7198.257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7200.252930 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7200.253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7200.252930 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -7200.253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -64592.609375 Penalty: 325.463867
	Iteration 0F: 2 clusters Score -64592.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -63622.617188 Penalty: 650.927734
	Iteration 0F: 3 clusters Score -63622.62 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -64096.421875 Penalty: 650.927734
	Iteration 1F: 3 clusters Score -64096.42 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -64223.035156 Penalty: 650.927734
	Iteration 2F: 3 clusters Score -64223.04 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -64283.933594 Penalty: 650.927734
	Iteration 3F: 3 clusters Score -64283.93 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -64329.320312 Penalty: 650.927734
	Iteration 4Q: 3 clusters Score -64329.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -64363.113281 Penalty: 650.927734
	Iteration 5Q: 3 clusters Score -64363.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -64384.019531 Penalty: 650.927734
	Iteration 6Q: 3 clusters Score -64384.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -64410.140625 Penalty: 650.927734
	Iteration 7Q: 3 clusters Score -64410.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -64438.753906 Penalty: 650.927734
	Iteration 8Q: 3 clusters Score -64438.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -64460.738281 Penalty: 650.927734
	Iteration 9Q: 3 clusters Score -64460.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -64477.671875 Penalty: 650.927734
	Iteration 10Q: 3 clusters Score -64477.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -64493.878906 Penalty: 650.927734
	Iteration 11Q: 3 clusters Score -64493.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -64504.285156 Penalty: 650.927734
	Iteration 12Q: 3 clusters Score -64504.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -64512.492188 Penalty: 650.927734
	Iteration 13Q: 3 clusters Score -64512.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -64514.660156 Penalty: 650.927734
	Iteration 14Q: 3 clusters Score -64514.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -64516.929688 Penalty: 650.927734
	Iteration 15Q: 3 clusters Score -64516.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -64517.429688 Penalty: 650.927734
	Iteration 16Q: 3 clusters Score -64517.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -64518.515625 Penalty: 650.927734
	Iteration 17Q: 3 clusters Score -64518.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -64520.492188 Penalty: 650.927734
	Iteration 18Q: 3 clusters Score -64520.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -64522.046875 Penalty: 650.927734
	Iteration 19Q: 3 clusters Score -64522.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -64525.730469 Penalty: 650.927734
	Iteration 20F: 3 clusters Score -64525.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -64530.660156 Penalty: 650.927734
	Iteration 21Q: 3 clusters Score -64530.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -64536.132812 Penalty: 650.927734
	Iteration 22Q: 3 clusters Score -64536.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -64541.152344 Penalty: 650.927734
	Iteration 23Q: 3 clusters Score -64541.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -64542.828125 Penalty: 650.927734
	Iteration 24Q: 3 clusters Score -64542.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -64543.703125 Penalty: 650.927734
	Iteration 25Q: 3 clusters Score -64543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -64548.421875 Penalty: 650.927734
	Iteration 26Q: 3 clusters Score -64548.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -64554.402344 Penalty: 650.927734
	Iteration 27Q: 3 clusters Score -64554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -64557.886719 Penalty: 650.927734
	Iteration 28Q: 3 clusters Score -64557.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -64559.000000 Penalty: 650.927734
	Iteration 29Q: 3 clusters Score -64559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -64560.148438 Penalty: 650.927734
	Iteration 30Q: 3 clusters Score -64560.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -64562.167969 Penalty: 650.927734
	Iteration 31Q: 3 clusters Score -64562.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -64562.664062 Penalty: 650.927734
	Iteration 32Q: 3 clusters Score -64562.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -64563.414062 Penalty: 650.927734
	Iteration 33Q: 3 clusters Score -64563.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -64563.750000 Penalty: 650.927734
	Iteration 34Q: 3 clusters Score -64563.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -64563.750000 Penalty: 650.927734
	Iteration 35F: 3 clusters Score -64563.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Entering Unmasked Estep 
Score: -898452.437500 Penalty: 448.360962
	Iteration 0F: 2 clusters Score -898452.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -885742.812500 Penalty: 896.721924
	Iteration 0F: 3 clusters Score -885742.8 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -891191.062500 Penalty: 896.721924
	Iteration 1F: 3 clusters Score -891191.1 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -891780.625000 Penalty: 896.721924
	Iteration 2F: 3 clusters Score -891780.6 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -892509.562500 Penalty: 896.721924
	Iteration 3F: 3 clusters Score -892509.6 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -893423.812500 Penalty: 896.721924
	Iteration 4F: 3 clusters Score -893423.8 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -894358.750000 Penalty: 896.721924
	Iteration 5F: 3 clusters Score -894358.8 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -895087.437500 Penalty: 896.721924
	Iteration 6F: 3 clusters Score -895087.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -895559.812500 Penalty: 896.721924
	Iteration 7Q: 3 clusters Score -895559.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -895871.875000 Penalty: 896.721924
	Iteration 8Q: 3 clusters Score -895871.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -896113.000000 Penalty: 896.721924
	Iteration 9Q: 3 clusters Score -896113 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -896342.562500 Penalty: 896.721924
	Iteration 10Q: 3 clusters Score -896342.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -896581.062500 Penalty: 896.721924
	Iteration 11Q: 3 clusters Score -896581.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -896817.687500 Penalty: 896.721924
	Iteration 12Q: 3 clusters Score -896817.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -897066.437500 Penalty: 896.721924
	Iteration 13Q: 3 clusters Score -897066.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -897344.125000 Penalty: 896.721924
	Iteration 14Q: 3 clusters Score -897344.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -897603.812500 Penalty: 896.721924
	Iteration 15Q: 3 clusters Score -897603.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -897807.750000 Penalty: 896.721924
	Iteration 16Q: 3 clusters Score -897807.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -897979.750000 Penalty: 896.721924
	Iteration 17Q: 3 clusters Score -897979.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -898103.250000 Penalty: 896.721924
	Iteration 18Q: 3 clusters Score -898103.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -898204.750000 Penalty: 896.721924
	Iteration 19Q: 3 clusters Score -898204.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -898254.812500 Penalty: 896.721924
	Iteration 20F: 3 clusters Score -898254.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -898284.125000 Penalty: 896.721924
	Iteration 21Q: 3 clusters Score -898284.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -898301.062500 Penalty: 896.721924
	Iteration 22Q: 3 clusters Score -898301.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -898318.250000 Penalty: 896.721924
	Iteration 23Q: 3 clusters Score -898318.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -898333.437500 Penalty: 896.721924
	Iteration 24Q: 3 clusters Score -898333.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -898338.500000 Penalty: 896.721924
	Iteration 25Q: 3 clusters Score -898338.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -898344.812500 Penalty: 896.721924
	Iteration 26Q: 3 clusters Score -898344.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -898348.000000 Penalty: 896.721924
	Iteration 27Q: 3 clusters Score -898348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -898349.187500 Penalty: 896.721924
	Iteration 28Q: 3 clusters Score -898349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -898350.000000 Penalty: 896.721924
	Iteration 29Q: 3 clusters Score -898350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -898348.812500 Penalty: 896.721924
	Iteration 30Q: 3 clusters Score -898348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -898347.625000 Penalty: 896.721924
	Iteration 31Q: 3 clusters Score -898347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -898349.562500 Penalty: 896.721924
	Iteration 32Q: 3 clusters Score -898349.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -898350.437500 Penalty: 896.721924
	Iteration 33Q: 3 clusters Score -898350.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -898352.562500 Penalty: 896.721924
	Iteration 34Q: 3 clusters Score -898352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -898351.812500 Penalty: 896.721924
	Iteration 35Q: 3 clusters Score -898351.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -898354.687500 Penalty: 896.721924
	Iteration 36Q: 3 clusters Score -898354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -898356.125000 Penalty: 896.721924
	Iteration 37Q: 3 clusters Score -898356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -898356.375000 Penalty: 896.721924
	Iteration 38Q: 3 clusters Score -898356.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -898356.375000 Penalty: 896.721924
	Iteration 39F: 3 clusters Score -898356.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Entering Unmasked Estep 
Score: -265003.343750 Penalty: 391.143402
	Iteration 0F: 2 clusters Score -265003.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -261352.906250 Penalty: 782.286804
	Iteration 0F: 3 clusters Score -261352.9 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -262650.343750 Penalty: 782.286804
	Iteration 1F: 3 clusters Score -262650.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -262771.687500 Penalty: 782.286804
	Iteration 2F: 3 clusters Score -262771.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -262895.843750 Penalty: 782.286804
	Iteration 3F: 3 clusters Score -262895.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -263048.406250 Penalty: 782.286804
	Iteration 4F: 3 clusters Score -263048.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -263254.468750 Penalty: 782.286804
	Iteration 5F: 3 clusters Score -263254.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -263461.562500 Penalty: 782.286804
	Iteration 6F: 3 clusters Score -263461.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -263708.250000 Penalty: 782.286804
	Iteration 7F: 3 clusters Score -263708.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -263954.875000 Penalty: 782.286804
	Iteration 8F: 3 clusters Score -263954.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -264111.031250 Penalty: 782.286804
	Iteration 9Q: 3 clusters Score -264111 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -264186.687500 Penalty: 782.286804
	Iteration 10Q: 3 clusters Score -264186.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -264236.562500 Penalty: 782.286804
	Iteration 11Q: 3 clusters Score -264236.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -264287.281250 Penalty: 782.286804
	Iteration 12Q: 3 clusters Score -264287.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -264318.781250 Penalty: 782.286804
	Iteration 13Q: 3 clusters Score -264318.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -264338.687500 Penalty: 782.286804
	Iteration 14Q: 3 clusters Score -264338.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -264358.312500 Penalty: 782.286804
	Iteration 15Q: 3 clusters Score -264358.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -264373.875000 Penalty: 782.286804
	Iteration 16Q: 3 clusters Score -264373.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -264382.937500 Penalty: 782.286804
	Iteration 17Q: 3 clusters Score -264382.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -264391.875000 Penalty: 782.286804
	Iteration 18Q: 3 clusters Score -264391.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -264401.187500 Penalty: 782.286804
	Iteration 19Q: 3 clusters Score -264401.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -264409.468750 Penalty: 782.286804
	Iteration 20F: 3 clusters Score -264409.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -264417.750000 Penalty: 782.286804
	Iteration 21Q: 3 clusters Score -264417.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -264434.656250 Penalty: 782.286804
	Iteration 22Q: 3 clusters Score -264434.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -264453.343750 Penalty: 782.286804
	Iteration 23Q: 3 clusters Score -264453.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -264472.000000 Penalty: 782.286804
	Iteration 24Q: 3 clusters Score -264472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -264490.031250 Penalty: 782.286804
	Iteration 25Q: 3 clusters Score -264490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -264508.468750 Penalty: 782.286804
	Iteration 26Q: 3 clusters Score -264508.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -264528.968750 Penalty: 782.286804
	Iteration 27Q: 3 clusters Score -264529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -264549.468750 Penalty: 782.286804
	Iteration 28Q: 3 clusters Score -264549.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -264576.718750 Penalty: 782.286804
	Iteration 29Q: 3 clusters Score -264576.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -264595.968750 Penalty: 782.286804
	Iteration 30Q: 3 clusters Score -264596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -264610.968750 Penalty: 782.286804
	Iteration 31Q: 3 clusters Score -264611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -264623.000000 Penalty: 782.286804
	Iteration 32Q: 3 clusters Score -264623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -264635.968750 Penalty: 782.286804
	Iteration 33Q: 3 clusters Score -264636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -264645.625000 Penalty: 782.286804
	Iteration 34Q: 3 clusters Score -264645.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -264648.781250 Penalty: 782.286804
	Iteration 35Q: 3 clusters Score -264648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -264652.375000 Penalty: 782.286804
	Iteration 36Q: 3 clusters Score -264652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -264656.156250 Penalty: 782.286804
	Iteration 37Q: 3 clusters Score -264656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -264659.218750 Penalty: 782.286804
	Iteration 38Q: 3 clusters Score -264659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -264660.500000 Penalty: 782.286804
	Iteration 39Q: 3 clusters Score -264660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -264661.218750 Penalty: 782.286804
	Iteration 40F: 3 clusters Score -264661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -264662.468750 Penalty: 782.286804
	Iteration 41Q: 3 clusters Score -264662.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -264663.250000 Penalty: 782.286804
	Iteration 42Q: 3 clusters Score -264663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -264664.812500 Penalty: 782.286804
	Iteration 43Q: 3 clusters Score -264664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -264666.125000 Penalty: 782.286804
	Iteration 44Q: 3 clusters Score -264666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -264666.625000 Penalty: 782.286804
	Iteration 45Q: 3 clusters Score -264666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -264666.625000 Penalty: 782.286804
	Iteration 46F: 3 clusters Score -264666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -43443.792969 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -43443.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -42811.355469 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -42811.36 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -42974.015625 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -42974.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43014.671875 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -43014.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -43038.605469 Penalty: 598.711853
	Iteration 3Q: 3 clusters Score -43038.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43061.804688 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -43061.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43081.757812 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -43081.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -43092.531250 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -43092.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -43099.726562 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -43099.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -43103.019531 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -43103.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -43105.339844 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -43105.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43109.003906 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -43109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43111.144531 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -43111.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -43112.035156 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -43112.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43115.230469 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -43115.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -43119.207031 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -43119.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43124.777344 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -43124.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43130.171875 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -43130.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -43135.726562 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -43135.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43139.855469 Penalty: 598.711853
	Iteration 18Q: 3 clusters Score -43139.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -43143.191406 Penalty: 598.711853
	Iteration 19Q: 3 clusters Score -43143.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -43144.644531 Penalty: 598.711853
	Iteration 20F: 3 clusters Score -43144.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43145.753906 Penalty: 598.711853
	Iteration 21Q: 3 clusters Score -43145.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -43147.632812 Penalty: 598.711853
	Iteration 22Q: 3 clusters Score -43147.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43148.371094 Penalty: 598.711853
	Iteration 23Q: 3 clusters Score -43148.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43149.484375 Penalty: 598.711853
	Iteration 24Q: 3 clusters Score -43149.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -43151.414062 Penalty: 598.711853
	Iteration 25Q: 3 clusters Score -43151.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -43152.242188 Penalty: 598.711853
	Iteration 26Q: 3 clusters Score -43152.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -43152.945312 Penalty: 598.711853
	Iteration 27Q: 3 clusters Score -43152.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -43154.527344 Penalty: 598.711853
	Iteration 28Q: 3 clusters Score -43154.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -43156.718750 Penalty: 598.711853
	Iteration 29Q: 3 clusters Score -43156.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43158.882812 Penalty: 598.711853
	Iteration 30Q: 3 clusters Score -43158.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43160.320312 Penalty: 598.711853
	Iteration 31Q: 3 clusters Score -43160.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43160.808594 Penalty: 598.711853
	Iteration 32Q: 3 clusters Score -43160.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43161.589844 Penalty: 598.711853
	Iteration 33Q: 3 clusters Score -43161.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43161.753906 Penalty: 598.711853
	Iteration 34Q: 3 clusters Score -43161.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43162.109375 Penalty: 598.711853
	Iteration 35Q: 3 clusters Score -43162.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43162.535156 Penalty: 598.711853
	Iteration 36Q: 3 clusters Score -43162.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -43163.714844 Penalty: 598.711853
	Iteration 37Q: 3 clusters Score -43163.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -43164.359375 Penalty: 598.711853
	Iteration 38Q: 3 clusters Score -43164.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -43164.906250 Penalty: 598.711853
	Iteration 39Q: 3 clusters Score -43164.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43166.910156 Penalty: 598.711853
	Iteration 40F: 3 clusters Score -43166.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43169.722656 Penalty: 598.711853
	Iteration 41Q: 3 clusters Score -43169.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -43171.265625 Penalty: 598.711853
	Iteration 42Q: 3 clusters Score -43171.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43171.367188 Penalty: 598.711853
	Iteration 43Q: 3 clusters Score -43171.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43171.605469 Penalty: 598.711853
	Iteration 44Q: 3 clusters Score -43171.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43171.996094 Penalty: 598.711853
	Iteration 45Q: 3 clusters Score -43172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -43172.527344 Penalty: 598.711853
	Iteration 46Q: 3 clusters Score -43172.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -43173.191406 Penalty: 598.711853
	Iteration 47Q: 3 clusters Score -43173.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43175.605469 Penalty: 598.711853
	Iteration 48Q: 3 clusters Score -43175.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43177.828125 Penalty: 598.711853
	Iteration 49Q: 3 clusters Score -43177.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43182.144531 Penalty: 598.711853
	Iteration 50Q: 3 clusters Score -43182.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43186.886719 Penalty: 598.711853
	Iteration 51Q: 3 clusters Score -43186.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43190.550781 Penalty: 598.711853
	Iteration 52Q: 3 clusters Score -43190.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43190.746094 Penalty: 598.711853
	Iteration 53Q: 3 clusters Score -43190.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -43191.597656 Penalty: 598.711853
	Iteration 54Q: 3 clusters Score -43191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43194.652344 Penalty: 598.711853
	Iteration 55Q: 3 clusters Score -43194.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43196.757812 Penalty: 598.711853
	Iteration 56Q: 3 clusters Score -43196.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43197.949219 Penalty: 598.711853
	Iteration 57Q: 3 clusters Score -43197.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43198.679688 Penalty: 598.711853
	Iteration 58Q: 3 clusters Score -43198.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43199.386719 Penalty: 598.711853
	Iteration 59Q: 3 clusters Score -43199.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43200.722656 Penalty: 598.711853
	Iteration 60F: 3 clusters Score -43200.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43201.925781 Penalty: 598.711853
	Iteration 61Q: 3 clusters Score -43201.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43202.269531 Penalty: 598.711853
	Iteration 62Q: 3 clusters Score -43202.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43202.460938 Penalty: 598.711853
	Iteration 63Q: 3 clusters Score -43202.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43202.621094 Penalty: 598.711853
	Iteration 64Q: 3 clusters Score -43202.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43202.750000 Penalty: 598.711853
	Iteration 65Q: 3 clusters Score -43202.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43202.750000 Penalty: 598.711853
	Iteration 66F: 3 clusters Score -43202.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (260330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260330 members 
Entering Unmasked Estep 
Score: -12911488.000000 Penalty: 567.371582
	Iteration 0F: 2 clusters Score -1.291149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129842 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -12771067.000000 Penalty: 1134.743164
	Iteration 0F: 3 clusters Score -1.277107e+07 nChanged 128520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116172 members 
Mstep: Class 2 contains 144158 members 
Entering Unmasked Estep 
Score: -12850459.000000 Penalty: 1134.743164
	Iteration 1F: 3 clusters Score -1.285046e+07 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106044 members 
Mstep: Class 2 contains 154286 members 
Entering Unmasked Estep 
Score: -12856257.000000 Penalty: 1134.743164
	Iteration 2Q: 3 clusters Score -1.285626e+07 nChanged 16127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 169603 members 
Entering Unmasked Estep 
Score: -12868323.000000 Penalty: 1134.743164
	Iteration 3F: 3 clusters Score -1.286832e+07 nChanged 18851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 187986 members 
Entering Unmasked Estep 
Score: -12883445.000000 Penalty: 1134.743164
	Iteration 4F: 3 clusters Score -1.288344e+07 nChanged 16654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 202482 members 
Entering Unmasked Estep 
Score: -12895337.000000 Penalty: 1134.743164
	Iteration 5F: 3 clusters Score -1.289534e+07 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 210185 members 
Entering Unmasked Estep 
Score: -12904343.000000 Penalty: 1134.743164
	Iteration 6F: 3 clusters Score -1.290434e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 214350 members 
Entering Unmasked Estep 
Score: -12910391.000000 Penalty: 1134.743164
	Iteration 7Q: 3 clusters Score -1.291039e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 216038 members 
Entering Unmasked Estep 
Score: -12914718.000000 Penalty: 1134.743164
	Iteration 8Q: 3 clusters Score -1.291472e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 216378 members 
Entering Unmasked Estep 
Score: -12918382.000000 Penalty: 1134.743164
	Iteration 9Q: 3 clusters Score -1.291838e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 215785 members 
Entering Unmasked Estep 
Score: -12921535.000000 Penalty: 1134.743164
	Iteration 10Q: 3 clusters Score -1.292154e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 214768 members 
Entering Unmasked Estep 
Score: -12924361.000000 Penalty: 1134.743164
	Iteration 11Q: 3 clusters Score -1.292436e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 213609 members 
Entering Unmasked Estep 
Score: -12927199.000000 Penalty: 1134.743164
	Iteration 12Q: 3 clusters Score -1.29272e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 212003 members 
Entering Unmasked Estep 
Score: -12930499.000000 Penalty: 1134.743164
	Iteration 13Q: 3 clusters Score -1.29305e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 210264 members 
Entering Unmasked Estep 
Score: -12933612.000000 Penalty: 1134.743164
	Iteration 14Q: 3 clusters Score -1.293361e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 208359 members 
Entering Unmasked Estep 
Score: -12936242.000000 Penalty: 1134.743164
	Iteration 15Q: 3 clusters Score -1.293624e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 206692 members 
Entering Unmasked Estep 
Score: -12938155.000000 Penalty: 1134.743164
	Iteration 16Q: 3 clusters Score -1.293816e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 205480 members 
Entering Unmasked Estep 
Score: -12939292.000000 Penalty: 1134.743164
	Iteration 17Q: 3 clusters Score -1.293929e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 204408 members 
Entering Unmasked Estep 
Score: -12939911.000000 Penalty: 1134.743164
	Iteration 18Q: 3 clusters Score -1.293991e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 203467 members 
Entering Unmasked Estep 
Score: -12940271.000000 Penalty: 1134.743164
	Iteration 19Q: 3 clusters Score -1.294027e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 202557 members 
Entering Unmasked Estep 
Score: -12940988.000000 Penalty: 1134.743164
	Iteration 20F: 3 clusters Score -1.294099e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 201233 members 
Entering Unmasked Estep 
Score: -12941118.000000 Penalty: 1134.743164
	Iteration 21Q: 3 clusters Score -1.294112e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 199895 members 
Entering Unmasked Estep 
Score: -12941448.000000 Penalty: 1134.743164
	Iteration 22Q: 3 clusters Score -1.294145e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 198676 members 
Entering Unmasked Estep 
Score: -12941890.000000 Penalty: 1134.743164
	Iteration 23Q: 3 clusters Score -1.294189e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 197252 members 
Entering Unmasked Estep 
Score: -12942443.000000 Penalty: 1134.743164
	Iteration 24Q: 3 clusters Score -1.294244e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 195915 members 
Entering Unmasked Estep 
Score: -12942786.000000 Penalty: 1134.743164
	Iteration 25Q: 3 clusters Score -1.294279e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 194482 members 
Entering Unmasked Estep 
Score: -12943042.000000 Penalty: 1134.743164
	Iteration 26Q: 3 clusters Score -1.294304e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 193227 members 
Entering Unmasked Estep 
Score: -12943318.000000 Penalty: 1134.743164
	Iteration 27Q: 3 clusters Score -1.294332e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 192051 members 
Entering Unmasked Estep 
Score: -12943546.000000 Penalty: 1134.743164
	Iteration 28Q: 3 clusters Score -1.294355e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 190806 members 
Entering Unmasked Estep 
Score: -12943846.000000 Penalty: 1134.743164
	Iteration 29Q: 3 clusters Score -1.294385e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 189590 members 
Entering Unmasked Estep 
Score: -12944053.000000 Penalty: 1134.743164
	Iteration 30Q: 3 clusters Score -1.294405e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 188493 members 
Entering Unmasked Estep 
Score: -12944305.000000 Penalty: 1134.743164
	Iteration 31Q: 3 clusters Score -1.29443e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 187511 members 
Entering Unmasked Estep 
Score: -12944464.000000 Penalty: 1134.743164
	Iteration 32Q: 3 clusters Score -1.294446e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 186693 members 
Entering Unmasked Estep 
Score: -12944632.000000 Penalty: 1134.743164
	Iteration 33Q: 3 clusters Score -1.294463e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 185783 members 
Entering Unmasked Estep 
Score: -12944694.000000 Penalty: 1134.743164
	Iteration 34Q: 3 clusters Score -1.294469e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 185034 members 
Entering Unmasked Estep 
Score: -12944842.000000 Penalty: 1134.743164
	Iteration 35Q: 3 clusters Score -1.294484e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 184353 members 
Entering Unmasked Estep 
Score: -12944961.000000 Penalty: 1134.743164
	Iteration 36Q: 3 clusters Score -1.294496e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 183735 members 
Entering Unmasked Estep 
Score: -12945055.000000 Penalty: 1134.743164
	Iteration 37Q: 3 clusters Score -1.294506e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 183135 members 
Entering Unmasked Estep 
Score: -12945123.000000 Penalty: 1134.743164
	Iteration 38Q: 3 clusters Score -1.294512e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 182558 members 
Entering Unmasked Estep 
Score: -12945174.000000 Penalty: 1134.743164
	Iteration 39Q: 3 clusters Score -1.294517e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 182084 members 
Entering Unmasked Estep 
Score: -12945261.000000 Penalty: 1134.743164
	Iteration 40F: 3 clusters Score -1.294526e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 181600 members 
Entering Unmasked Estep 
Score: -12945329.000000 Penalty: 1134.743164
	Iteration 41Q: 3 clusters Score -1.294533e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 181284 members 
Entering Unmasked Estep 
Score: -12945357.000000 Penalty: 1134.743164
	Iteration 42Q: 3 clusters Score -1.294536e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 181020 members 
Entering Unmasked Estep 
Score: -12945421.000000 Penalty: 1134.743164
	Iteration 43Q: 3 clusters Score -1.294542e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79553 members 
Mstep: Class 2 contains 180777 members 
Entering Unmasked Estep 
Score: -12945465.000000 Penalty: 1134.743164
	Iteration 44Q: 3 clusters Score -1.294546e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 180596 members 
Entering Unmasked Estep 
Score: -12945491.000000 Penalty: 1134.743164
	Iteration 45Q: 3 clusters Score -1.294549e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 180355 members 
Entering Unmasked Estep 
Score: -12945520.000000 Penalty: 1134.743164
	Iteration 46Q: 3 clusters Score -1.294552e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 180184 members 
Entering Unmasked Estep 
Score: -12945537.000000 Penalty: 1134.743164
	Iteration 47Q: 3 clusters Score -1.294554e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 180014 members 
Entering Unmasked Estep 
Score: -12945529.000000 Penalty: 1134.743164
	Iteration 48Q: 3 clusters Score -1.294553e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 179941 members 
Entering Unmasked Estep 
Score: -12945532.000000 Penalty: 1134.743164
	Iteration 49Q: 3 clusters Score -1.294553e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 179890 members 
Entering Unmasked Estep 
Score: -12945535.000000 Penalty: 1134.743164
	Iteration 50Q: 3 clusters Score -1.294554e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 179838 members 
Entering Unmasked Estep 
Score: -12945533.000000 Penalty: 1134.743164
	Iteration 51Q: 3 clusters Score -1.294553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80502 members 
Mstep: Class 2 contains 179828 members 
Entering Unmasked Estep 
Score: -12945528.000000 Penalty: 1134.743164
	Iteration 52Q: 3 clusters Score -1.294553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80511 members 
Mstep: Class 2 contains 179819 members 
Entering Unmasked Estep 
Score: -12945531.000000 Penalty: 1134.743164
	Iteration 53Q: 3 clusters Score -1.294553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80515 members 
Mstep: Class 2 contains 179815 members 
Entering Unmasked Estep 
Score: -12945548.000000 Penalty: 1134.743164
	Iteration 54Q: 3 clusters Score -1.294555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 179813 members 
Entering Unmasked Estep 
Score: -12945541.000000 Penalty: 1134.743164
	Iteration 55Q: 3 clusters Score -1.294554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 179808 members 
Entering Unmasked Estep 
Score: -12945550.000000 Penalty: 1134.743164
	Iteration 56Q: 3 clusters Score -1.294555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 179798 members 
Entering Unmasked Estep 
Score: -12945539.000000 Penalty: 1134.743164
	Iteration 57Q: 3 clusters Score -1.294554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 179781 members 
Entering Unmasked Estep 
Score: -12945546.000000 Penalty: 1134.743164
	Iteration 58Q: 3 clusters Score -1.294555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 179765 members 
Entering Unmasked Estep 
Score: -12945524.000000 Penalty: 1134.743164
	Iteration 59Q: 3 clusters Score -1.294552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 179759 members 
Entering Unmasked Estep 
Score: -12945523.000000 Penalty: 1134.743164
	Iteration 60F: 3 clusters Score -1.294552e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 179712 members 
Entering Unmasked Estep 
Score: -12945543.000000 Penalty: 1134.743164
	Iteration 61Q: 3 clusters Score -1.294554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 179699 members 
Entering Unmasked Estep 
Score: -12945536.000000 Penalty: 1134.743164
	Iteration 62Q: 3 clusters Score -1.294554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 179701 members 
Entering Unmasked Estep 
Score: -12945537.000000 Penalty: 1134.743164
	Iteration 63Q: 3 clusters Score -1.294554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 179700 members 
Entering Unmasked Estep 
Score: -12945543.000000 Penalty: 1134.743164
	Iteration 64Q: 3 clusters Score -1.294554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 179687 members 
Entering Unmasked Estep 
Score: -12945531.000000 Penalty: 1134.743164
	Iteration 65Q: 3 clusters Score -1.294553e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 179661 members 
Entering Unmasked Estep 
Score: -12945529.000000 Penalty: 1134.743164
	Iteration 66Q: 3 clusters Score -1.294553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 179647 members 
Entering Unmasked Estep 
Score: -12945542.000000 Penalty: 1134.743164
	Iteration 67Q: 3 clusters Score -1.294554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 179623 members 
Entering Unmasked Estep 
Score: -12945546.000000 Penalty: 1134.743164
	Iteration 68Q: 3 clusters Score -1.294555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 179615 members 
Entering Unmasked Estep 
Score: -12945555.000000 Penalty: 1134.743164
	Iteration 69Q: 3 clusters Score -1.294556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 179610 members 
Entering Unmasked Estep 
Score: -12945553.000000 Penalty: 1134.743164
	Iteration 70Q: 3 clusters Score -1.294555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 179609 members 
Entering Unmasked Estep 
Score: -12945535.000000 Penalty: 1134.743164
	Iteration 71Q: 3 clusters Score -1.294554e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 179635 members 
Entering Unmasked Estep 
Score: -12945551.000000 Penalty: 1134.743164
	Iteration 72Q: 3 clusters Score -1.294555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 179640 members 
Entering Unmasked Estep 
Score: -12945548.000000 Penalty: 1134.743164
	Iteration 73Q: 3 clusters Score -1.294555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 179640 members 
Entering Unmasked Estep 
Score: -12945537.000000 Penalty: 1134.743164
	Iteration 74Q: 3 clusters Score -1.294554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 179639 members 
Entering Unmasked Estep 
Score: -12945541.000000 Penalty: 1134.743164
	Iteration 75Q: 3 clusters Score -1.294554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 179640 members 
Entering Unmasked Estep 
Score: -12945538.000000 Penalty: 1134.743164
	Iteration 76Q: 3 clusters Score -1.294554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 179644 members 
Entering Unmasked Estep 
Score: -12945543.000000 Penalty: 1134.743164
	Iteration 77Q: 3 clusters Score -1.294554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 179644 members 
Entering Unmasked Estep 
Score: -12945543.000000 Penalty: 1134.743164
	Iteration 78Q: 3 clusters Score -1.294554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 179645 members 
Entering Unmasked Estep 
Score: -12945542.000000 Penalty: 1134.743164
	Iteration 79Q: 3 clusters Score -1.294554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 179645 members 
Entering Unmasked Estep 
Score: -12945542.000000 Penalty: 1134.743164
	Iteration 80F: 3 clusters Score -1.294554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68187 members 
Mstep: Class 4 contains 21924 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 179645 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216257 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55267 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 94031 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 17059 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19036 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 80685 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121793 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 133791 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 2058 members 
Mstep: Class 44 contains 176236 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 978 members 
Mstep: Class 50 contains 10254 members 
Mstep: Class 51 contains 2074 members 
Mstep: Class 52 contains 1182 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 186635 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1174 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6800 members 
Mstep: Class 60 contains 78537 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 240 members 
Mstep: Class 64 contains 133453 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 6775 members 
Mstep: Class 70 contains 803 members 
Entering Unmasked Estep 
Score: -90789208.000000 Penalty: 45495.535156
Splitting cluster 37 changes total score from -90763048.000000 to -90789208.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 38 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -9610.051758 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -9610.052 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 120 members 
Entering Unmasked Estep 
Score: -9300.034180 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -9300.034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9367.605469 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -9367.605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9395.777344 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -9395.777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9410.247070 Penalty: 500.614502
	Iteration 3F: 3 clusters Score -9410.247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9415.171875 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -9415.172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9420.309570 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -9420.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9425.907227 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -9425.907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9427.310547 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -9427.311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9430.031250 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -9430.031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9431.750000 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -9431.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9435.950195 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -9435.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9437.078125 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -9437.078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9439.533203 Penalty: 500.614502
	Iteration 12Q: 3 clusters Score -9439.533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9440.779297 Penalty: 500.614502
	Iteration 13Q: 3 clusters Score -9440.779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9441.849609 Penalty: 500.614502
	Iteration 14Q: 3 clusters Score -9441.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9442.806641 Penalty: 500.614502
	Iteration 15Q: 3 clusters Score -9442.807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9442.806641 Penalty: 500.614502
	Iteration 16F: 3 clusters Score -9442.807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (121793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121793 members 
Entering Unmasked Estep 
Score: -5789818.500000 Penalty: 532.808533
	Iteration 0F: 2 clusters Score -5789818 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 61247 members 
Entering Unmasked Estep 
Score: -5707352.000000 Penalty: 1065.617065
	Iteration 0F: 3 clusters Score -5707352 nChanged 59564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -5744781.000000 Penalty: 1065.617065
	Iteration 1F: 3 clusters Score -5744781 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -5749796.500000 Penalty: 1065.617065
	Iteration 2F: 3 clusters Score -5749796 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -5758904.500000 Penalty: 1065.617065
	Iteration 3F: 3 clusters Score -5758904 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 103625 members 
Entering Unmasked Estep 
Score: -5770794.000000 Penalty: 1065.617065
	Iteration 4F: 3 clusters Score -5770794 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 112999 members 
Entering Unmasked Estep 
Score: -5780745.000000 Penalty: 1065.617065
	Iteration 5F: 3 clusters Score -5780745 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 118249 members 
Entering Unmasked Estep 
Score: -5786138.500000 Penalty: 1065.617065
	Iteration 6Q: 3 clusters Score -5786138 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 120502 members 
Entering Unmasked Estep 
Score: -5788291.500000 Penalty: 1065.617065
	Iteration 7Q: 3 clusters Score -5788292 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 121267 members 
Entering Unmasked Estep 
Score: -5788958.500000 Penalty: 1065.617065
	Iteration 8Q: 3 clusters Score -5788958 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 121525 members 
Entering Unmasked Estep 
Score: -5789159.000000 Penalty: 1065.617065
	Iteration 9Q: 3 clusters Score -5789159 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 121605 members 
Entering Unmasked Estep 
Score: -5789243.500000 Penalty: 1065.617065
	Iteration 10Q: 3 clusters Score -5789244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 121645 members 
Entering Unmasked Estep 
Score: -5789261.000000 Penalty: 1065.617065
	Iteration 11Q: 3 clusters Score -5789261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121665 members 
Entering Unmasked Estep 
Score: -5789285.000000 Penalty: 1065.617065
	Iteration 12Q: 3 clusters Score -5789285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 121675 members 
Entering Unmasked Estep 
Score: -5789304.000000 Penalty: 1065.617065
	Iteration 13Q: 3 clusters Score -5789304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 121682 members 
Entering Unmasked Estep 
Score: -5789313.500000 Penalty: 1065.617065
	Iteration 14Q: 3 clusters Score -5789314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 121681 members 
Entering Unmasked Estep 
Score: -5789317.000000 Penalty: 1065.617065
	Iteration 15Q: 3 clusters Score -5789317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121677 members 
Entering Unmasked Estep 
Score: -5789322.500000 Penalty: 1065.617065
	Iteration 16Q: 3 clusters Score -5789322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 121675 members 
Entering Unmasked Estep 
Score: -5789326.500000 Penalty: 1065.617065
	Iteration 17Q: 3 clusters Score -5789326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121677 members 
Entering Unmasked Estep 
Score: -5789332.000000 Penalty: 1065.617065
	Iteration 18Q: 3 clusters Score -5789332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 121679 members 
Entering Unmasked Estep 
Score: -5789332.500000 Penalty: 1065.617065
	Iteration 19Q: 3 clusters Score -5789332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121677 members 
Entering Unmasked Estep 
Score: -5789331.000000 Penalty: 1065.617065
	Iteration 20F: 3 clusters Score -5789331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 121678 members 
Entering Unmasked Estep 
Score: -5789331.500000 Penalty: 1065.617065
	Iteration 21Q: 3 clusters Score -5789332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 121678 members 
Entering Unmasked Estep 
Score: -5789331.500000 Penalty: 1065.617065
	Iteration 22F: 3 clusters Score -5789332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -32464.570312 Penalty: 295.945099
	Iteration 0F: 2 clusters Score -32464.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31884.583984 Penalty: 591.890198
	Iteration 0F: 3 clusters Score -31884.58 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -32087.064453 Penalty: 591.890198
	Iteration 1F: 3 clusters Score -32087.06 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32151.136719 Penalty: 591.890198
	Iteration 2F: 3 clusters Score -32151.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -32205.126953 Penalty: 591.890198
	Iteration 3F: 3 clusters Score -32205.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32240.896484 Penalty: 591.890198
	Iteration 4Q: 3 clusters Score -32240.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -32262.787109 Penalty: 591.890198
	Iteration 5Q: 3 clusters Score -32262.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32277.306641 Penalty: 591.890198
	Iteration 6Q: 3 clusters Score -32277.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32283.962891 Penalty: 591.890198
	Iteration 7Q: 3 clusters Score -32283.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32287.552734 Penalty: 591.890198
	Iteration 8Q: 3 clusters Score -32287.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32290.931641 Penalty: 591.890198
	Iteration 9Q: 3 clusters Score -32290.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32292.837891 Penalty: 591.890198
	Iteration 10Q: 3 clusters Score -32292.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32293.396484 Penalty: 591.890198
	Iteration 11Q: 3 clusters Score -32293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32294.054688 Penalty: 591.890198
	Iteration 12Q: 3 clusters Score -32294.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32294.054688 Penalty: 591.890198
	Iteration 13F: 3 clusters Score -32294.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (133791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133791 members 
Entering Unmasked Estep 
Score: -6574522.500000 Penalty: 537.083557
	Iteration 0F: 2 clusters Score -6574522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -6483809.000000 Penalty: 1074.167114
	Iteration 0F: 3 clusters Score -6483809 nChanged 65714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -6524817.500000 Penalty: 1074.167114
	Iteration 1F: 3 clusters Score -6524818 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -6527609.000000 Penalty: 1074.167114
	Iteration 2Q: 3 clusters Score -6527609 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -6532399.000000 Penalty: 1074.167114
	Iteration 3F: 3 clusters Score -6532399 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -6540077.500000 Penalty: 1074.167114
	Iteration 4F: 3 clusters Score -6540078 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109772 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -6550412.500000 Penalty: 1074.167114
	Iteration 5F: 3 clusters Score -6550412 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120164 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -6560841.500000 Penalty: 1074.167114
	Iteration 6F: 3 clusters Score -6560842 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127456 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -6568124.500000 Penalty: 1074.167114
	Iteration 7F: 3 clusters Score -6568124 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131348 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6571871.000000 Penalty: 1074.167114
	Iteration 8Q: 3 clusters Score -6571871 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133001 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6573371.000000 Penalty: 1074.167114
	Iteration 9Q: 3 clusters Score -6573371 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133557 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6573858.500000 Penalty: 1074.167114
	Iteration 10Q: 3 clusters Score -6573858 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133683 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6573975.000000 Penalty: 1074.167114
	Iteration 11Q: 3 clusters Score -6573975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133726 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6574032.500000 Penalty: 1074.167114
	Iteration 12Q: 3 clusters Score -6574032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133730 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6574042.500000 Penalty: 1074.167114
	Iteration 13Q: 3 clusters Score -6574042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133731 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6574051.500000 Penalty: 1074.167114
	Iteration 14Q: 3 clusters Score -6574052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133732 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6574056.500000 Penalty: 1074.167114
	Iteration 15Q: 3 clusters Score -6574056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6574058.500000 Penalty: 1074.167114
	Iteration 16Q: 3 clusters Score -6574058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133735 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6574062.000000 Penalty: 1074.167114
	Iteration 17Q: 3 clusters Score -6574062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133735 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6574062.000000 Penalty: 1074.167114
	Iteration 18F: 3 clusters Score -6574062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -1684.057739 Penalty: 206.719925
	Iteration 0F: 2 clusters Score -1684.058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1550.519775 Penalty: 413.439850
	Iteration 0F: 3 clusters Score -1550.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1650.578369 Penalty: 413.439850
	Iteration 1F: 3 clusters Score -1650.578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1660.027222 Penalty: 413.439850
	Iteration 2F: 3 clusters Score -1660.027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -102671.320312 Penalty: 347.141785
	Iteration 0F: 2 clusters Score -102671.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -101208.343750 Penalty: 694.283569
	Iteration 0F: 3 clusters Score -101208.3 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -101882.156250 Penalty: 694.283569
	Iteration 1F: 3 clusters Score -101882.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -102063.039062 Penalty: 694.283569
	Iteration 2F: 3 clusters Score -102063 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -102215.750000 Penalty: 694.283569
	Iteration 3F: 3 clusters Score -102215.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -102399.609375 Penalty: 694.283569
	Iteration 4F: 3 clusters Score -102399.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -102555.890625 Penalty: 694.283569
	Iteration 5F: 3 clusters Score -102555.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -102646.156250 Penalty: 694.283569
	Iteration 6F: 3 clusters Score -102646.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -102696.000000 Penalty: 694.283569
	Iteration 7Q: 3 clusters Score -102696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -102721.640625 Penalty: 694.283569
	Iteration 8Q: 3 clusters Score -102721.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -102736.078125 Penalty: 694.283569
	Iteration 9Q: 3 clusters Score -102736.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -102745.187500 Penalty: 694.283569
	Iteration 10Q: 3 clusters Score -102745.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -102751.945312 Penalty: 694.283569
	Iteration 11Q: 3 clusters Score -102751.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -102754.117188 Penalty: 694.283569
	Iteration 12Q: 3 clusters Score -102754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -102754.765625 Penalty: 694.283569
	Iteration 13Q: 3 clusters Score -102754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -102755.312500 Penalty: 694.283569
	Iteration 14Q: 3 clusters Score -102755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -102755.476562 Penalty: 694.283569
	Iteration 15Q: 3 clusters Score -102755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -102755.468750 Penalty: 694.283569
	Iteration 16Q: 3 clusters Score -102755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -102755.468750 Penalty: 694.283569
	Iteration 17F: 3 clusters Score -102755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68187 members 
Mstep: Class 4 contains 21924 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 179645 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216257 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55267 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 94031 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 17059 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19036 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 80685 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121793 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 133791 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 176236 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 978 members 
Mstep: Class 50 contains 10254 members 
Mstep: Class 51 contains 2074 members 
Mstep: Class 52 contains 1182 members 
Mstep: Class 53 contains 425 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 186635 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1174 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6800 members 
Mstep: Class 60 contains 78537 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 240 members 
Mstep: Class 64 contains 133453 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 6775 members 
Mstep: Class 69 contains 852 members 
Mstep: Class 70 contains 803 members 
Entering Unmasked Estep 
Score: -90789120.000000 Penalty: 46154.890625
Splitting cluster 43 changes total score from -90763048.000000 to -90789120.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 44 (176236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Entering Unmasked Estep 
Score: -8701607.000000 Penalty: 549.620850
	Iteration 0F: 2 clusters Score -8701607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -8583604.000000 Penalty: 1099.241699
	Iteration 0F: 3 clusters Score -8583604 nChanged 86365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81680 members 
Mstep: Class 2 contains 94556 members 
Entering Unmasked Estep 
Score: -8635827.000000 Penalty: 1099.241699
	Iteration 1F: 3 clusters Score -8635827 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 98765 members 
Entering Unmasked Estep 
Score: -8637770.000000 Penalty: 1099.241699
	Iteration 2Q: 3 clusters Score -8637770 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -8641182.000000 Penalty: 1099.241699
	Iteration 3Q: 3 clusters Score -8641182 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 116328 members 
Entering Unmasked Estep 
Score: -8647797.000000 Penalty: 1099.241699
	Iteration 4F: 3 clusters Score -8647797 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -8659557.000000 Penalty: 1099.241699
	Iteration 5F: 3 clusters Score -8659557 nChanged 15659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 146330 members 
Entering Unmasked Estep 
Score: -8674467.000000 Penalty: 1099.241699
	Iteration 6F: 3 clusters Score -8674467 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -8686578.000000 Penalty: 1099.241699
	Iteration 7F: 3 clusters Score -8686578 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 165259 members 
Entering Unmasked Estep 
Score: -8693169.000000 Penalty: 1099.241699
	Iteration 8Q: 3 clusters Score -8693169 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 169197 members 
Entering Unmasked Estep 
Score: -8696384.000000 Penalty: 1099.241699
	Iteration 9Q: 3 clusters Score -8696384 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 171617 members 
Entering Unmasked Estep 
Score: -8698206.000000 Penalty: 1099.241699
	Iteration 10Q: 3 clusters Score -8698206 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 173183 members 
Entering Unmasked Estep 
Score: -8699267.000000 Penalty: 1099.241699
	Iteration 11Q: 3 clusters Score -8699267 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 174146 members 
Entering Unmasked Estep 
Score: -8699879.000000 Penalty: 1099.241699
	Iteration 12Q: 3 clusters Score -8699879 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 174768 members 
Entering Unmasked Estep 
Score: -8700276.000000 Penalty: 1099.241699
	Iteration 13Q: 3 clusters Score -8700276 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 175190 members 
Entering Unmasked Estep 
Score: -8700568.000000 Penalty: 1099.241699
	Iteration 14Q: 3 clusters Score -8700568 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 175480 members 
Entering Unmasked Estep 
Score: -8700763.000000 Penalty: 1099.241699
	Iteration 15Q: 3 clusters Score -8700763 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 175653 members 
Entering Unmasked Estep 
Score: -8700859.000000 Penalty: 1099.241699
	Iteration 16Q: 3 clusters Score -8700859 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 175768 members 
Entering Unmasked Estep 
Score: -8700926.000000 Penalty: 1099.241699
	Iteration 17Q: 3 clusters Score -8700926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 175842 members 
Entering Unmasked Estep 
Score: -8700962.000000 Penalty: 1099.241699
	Iteration 18Q: 3 clusters Score -8700962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 175898 members 
Entering Unmasked Estep 
Score: -8701008.000000 Penalty: 1099.241699
	Iteration 19Q: 3 clusters Score -8701008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 175943 members 
Entering Unmasked Estep 
Score: -8701036.000000 Penalty: 1099.241699
	Iteration 20F: 3 clusters Score -8701036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 175972 members 
Entering Unmasked Estep 
Score: -8701056.000000 Penalty: 1099.241699
	Iteration 21Q: 3 clusters Score -8701056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 176002 members 
Entering Unmasked Estep 
Score: -8701094.000000 Penalty: 1099.241699
	Iteration 22Q: 3 clusters Score -8701094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 176018 members 
Entering Unmasked Estep 
Score: -8701116.000000 Penalty: 1099.241699
	Iteration 23Q: 3 clusters Score -8701116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 176025 members 
Entering Unmasked Estep 
Score: -8701124.000000 Penalty: 1099.241699
	Iteration 24Q: 3 clusters Score -8701124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 176032 members 
Entering Unmasked Estep 
Score: -8701125.000000 Penalty: 1099.241699
	Iteration 25Q: 3 clusters Score -8701125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 176036 members 
Entering Unmasked Estep 
Score: -8701133.000000 Penalty: 1099.241699
	Iteration 26Q: 3 clusters Score -8701133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 176043 members 
Entering Unmasked Estep 
Score: -8701131.000000 Penalty: 1099.241699
	Iteration 27Q: 3 clusters Score -8701131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176045 members 
Entering Unmasked Estep 
Score: -8701140.000000 Penalty: 1099.241699
	Iteration 28Q: 3 clusters Score -8701140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176048 members 
Entering Unmasked Estep 
Score: -8701143.000000 Penalty: 1099.241699
	Iteration 29Q: 3 clusters Score -8701143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 176050 members 
Entering Unmasked Estep 
Score: -8701138.000000 Penalty: 1099.241699
	Iteration 30Q: 3 clusters Score -8701138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176051 members 
Entering Unmasked Estep 
Score: -8701140.000000 Penalty: 1099.241699
	Iteration 31Q: 3 clusters Score -8701140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176051 members 
Entering Unmasked Estep 
Score: -8701140.000000 Penalty: 1099.241699
	Iteration 32F: 3 clusters Score -8701140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -36250.222656 Penalty: 305.715088
	Iteration 0F: 2 clusters Score -36250.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35550.000000 Penalty: 611.430176
	Iteration 0F: 3 clusters Score -35550 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35739.230469 Penalty: 611.430176
	Iteration 1F: 3 clusters Score -35739.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -35790.855469 Penalty: 611.430176
	Iteration 2F: 3 clusters Score -35790.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -35835.242188 Penalty: 611.430176
	Iteration 3F: 3 clusters Score -35835.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -35865.531250 Penalty: 611.430176
	Iteration 4Q: 3 clusters Score -35865.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -35905.949219 Penalty: 611.430176
	Iteration 5F: 3 clusters Score -35905.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -35954.246094 Penalty: 611.430176
	Iteration 6F: 3 clusters Score -35954.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -35996.605469 Penalty: 611.430176
	Iteration 7F: 3 clusters Score -35996.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -36030.265625 Penalty: 611.430176
	Iteration 8Q: 3 clusters Score -36030.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -36051.839844 Penalty: 611.430176
	Iteration 9Q: 3 clusters Score -36051.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -36064.906250 Penalty: 611.430176
	Iteration 10Q: 3 clusters Score -36064.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -36076.433594 Penalty: 611.430176
	Iteration 11Q: 3 clusters Score -36076.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -36082.199219 Penalty: 611.430176
	Iteration 12Q: 3 clusters Score -36082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -36084.183594 Penalty: 611.430176
	Iteration 13Q: 3 clusters Score -36084.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36085.468750 Penalty: 611.430176
	Iteration 14Q: 3 clusters Score -36085.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -36086.390625 Penalty: 611.430176
	Iteration 15Q: 3 clusters Score -36086.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -36087.597656 Penalty: 611.430176
	Iteration 16Q: 3 clusters Score -36087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -36088.734375 Penalty: 611.430176
	Iteration 17Q: 3 clusters Score -36088.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -36090.554688 Penalty: 611.430176
	Iteration 18Q: 3 clusters Score -36090.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -36095.980469 Penalty: 611.430176
	Iteration 19Q: 3 clusters Score -36095.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -36098.117188 Penalty: 611.430176
	Iteration 20F: 3 clusters Score -36098.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -36099.441406 Penalty: 611.430176
	Iteration 21Q: 3 clusters Score -36099.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -36099.683594 Penalty: 611.430176
	Iteration 22Q: 3 clusters Score -36099.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -36099.683594 Penalty: 611.430176
	Iteration 23F: 3 clusters Score -36099.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -3251.062012 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -3251.062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3085.149414 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -3085.149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3117.109131 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -3117.109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3125.635254 Penalty: 386.613068
	Iteration 2Q: 3 clusters Score -3125.635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3130.040283 Penalty: 386.613068
	Iteration 3Q: 3 clusters Score -3130.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3130.040283 Penalty: 386.613068
	Iteration 4F: 3 clusters Score -3130.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -9952.804688 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -9952.805 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 155 members 
Entering Unmasked Estep 
Score: -9579.958984 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -9579.959 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9674.879883 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -9674.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9708.670898 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -9708.671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9742.517578 Penalty: 524.917236
	Iteration 3F: 3 clusters Score -9742.518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9767.833984 Penalty: 524.917236
	Iteration 4F: 3 clusters Score -9767.834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9774.037109 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -9774.037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9779.617188 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -9779.617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9782.147461 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -9782.147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9784.311523 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -9784.312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9786.261719 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -9786.262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9791.217773 Penalty: 524.917236
	Iteration 10Q: 3 clusters Score -9791.218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9796.190430 Penalty: 524.917236
	Iteration 11Q: 3 clusters Score -9796.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9799.690430 Penalty: 524.917236
	Iteration 12Q: 3 clusters Score -9799.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9799.690430 Penalty: 524.917236
	Iteration 13F: 3 clusters Score -9799.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -24381.083984 Penalty: 279.949341
	Iteration 0F: 2 clusters Score -24381.08 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 232 members 
Entering Unmasked Estep 
Score: -23901.960938 Penalty: 559.898682
	Iteration 0F: 3 clusters Score -23901.96 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24026.595703 Penalty: 559.898682
	Iteration 1F: 3 clusters Score -24026.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24058.677734 Penalty: 559.898682
	Iteration 2F: 3 clusters Score -24058.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24070.861328 Penalty: 559.898682
	Iteration 3Q: 3 clusters Score -24070.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24082.509766 Penalty: 559.898682
	Iteration 4Q: 3 clusters Score -24082.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24088.812500 Penalty: 559.898682
	Iteration 5Q: 3 clusters Score -24088.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24093.261719 Penalty: 559.898682
	Iteration 6Q: 3 clusters Score -24093.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24095.572266 Penalty: 559.898682
	Iteration 7Q: 3 clusters Score -24095.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24096.515625 Penalty: 559.898682
	Iteration 8Q: 3 clusters Score -24096.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24097.843750 Penalty: 559.898682
	Iteration 9Q: 3 clusters Score -24097.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24099.480469 Penalty: 559.898682
	Iteration 10Q: 3 clusters Score -24099.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24099.546875 Penalty: 559.898682
	Iteration 11Q: 3 clusters Score -24099.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24099.546875 Penalty: 559.898682
	Iteration 12F: 3 clusters Score -24099.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -50623.230469 Penalty: 313.290680
	Iteration 0F: 2 clusters Score -50623.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -49855.519531 Penalty: 626.581360
	Iteration 0F: 3 clusters Score -49855.52 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -50103.847656 Penalty: 626.581360
	Iteration 1F: 3 clusters Score -50103.85 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -50161.730469 Penalty: 626.581360
	Iteration 2F: 3 clusters Score -50161.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -50204.226562 Penalty: 626.581360
	Iteration 3F: 3 clusters Score -50204.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -50234.582031 Penalty: 626.581360
	Iteration 4Q: 3 clusters Score -50234.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -50247.671875 Penalty: 626.581360
	Iteration 5Q: 3 clusters Score -50247.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -50258.078125 Penalty: 626.581360
	Iteration 6Q: 3 clusters Score -50258.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -50286.226562 Penalty: 626.581360
	Iteration 7Q: 3 clusters Score -50286.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -50323.394531 Penalty: 626.581360
	Iteration 8Q: 3 clusters Score -50323.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -50358.757812 Penalty: 626.581360
	Iteration 9Q: 3 clusters Score -50358.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -50406.707031 Penalty: 626.581360
	Iteration 10Q: 3 clusters Score -50406.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -50455.246094 Penalty: 626.581360
	Iteration 11Q: 3 clusters Score -50455.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -50475.554688 Penalty: 626.581360
	Iteration 12Q: 3 clusters Score -50475.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -50482.101562 Penalty: 626.581360
	Iteration 13Q: 3 clusters Score -50482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -50485.054688 Penalty: 626.581360
	Iteration 14Q: 3 clusters Score -50485.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -50485.796875 Penalty: 626.581360
	Iteration 15Q: 3 clusters Score -50485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -50487.257812 Penalty: 626.581360
	Iteration 16Q: 3 clusters Score -50487.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -50487.851562 Penalty: 626.581360
	Iteration 17Q: 3 clusters Score -50487.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -50489.035156 Penalty: 626.581360
	Iteration 18Q: 3 clusters Score -50489.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -50489.921875 Penalty: 626.581360
	Iteration 19Q: 3 clusters Score -50489.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -50490.328125 Penalty: 626.581360
	Iteration 20F: 3 clusters Score -50490.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -50491.238281 Penalty: 626.581360
	Iteration 21Q: 3 clusters Score -50491.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -50493.875000 Penalty: 626.581360
	Iteration 22Q: 3 clusters Score -50493.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -50495.683594 Penalty: 626.581360
	Iteration 23Q: 3 clusters Score -50495.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -50495.832031 Penalty: 626.581360
	Iteration 24Q: 3 clusters Score -50495.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -50495.984375 Penalty: 626.581360
	Iteration 25Q: 3 clusters Score -50495.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -50495.984375 Penalty: 626.581360
	Iteration 26F: 3 clusters Score -50495.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (10254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Entering Unmasked Estep 
Score: -539327.062500 Penalty: 420.211761
	Iteration 0F: 2 clusters Score -539327.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -532539.375000 Penalty: 840.423523
	Iteration 0F: 3 clusters Score -532539.4 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -535294.250000 Penalty: 840.423523
	Iteration 1F: 3 clusters Score -535294.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -535496.500000 Penalty: 840.423523
	Iteration 2Q: 3 clusters Score -535496.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -535733.250000 Penalty: 840.423523
	Iteration 3Q: 3 clusters Score -535733.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -536054.375000 Penalty: 840.423523
	Iteration 4Q: 3 clusters Score -536054.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -536477.312500 Penalty: 840.423523
	Iteration 5F: 3 clusters Score -536477.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -536836.312500 Penalty: 840.423523
	Iteration 6F: 3 clusters Score -536836.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -536998.187500 Penalty: 840.423523
	Iteration 7Q: 3 clusters Score -536998.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -537059.937500 Penalty: 840.423523
	Iteration 8Q: 3 clusters Score -537059.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -537085.500000 Penalty: 840.423523
	Iteration 9Q: 3 clusters Score -537085.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -537099.937500 Penalty: 840.423523
	Iteration 10Q: 3 clusters Score -537099.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -537108.250000 Penalty: 840.423523
	Iteration 11Q: 3 clusters Score -537108.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -537119.125000 Penalty: 840.423523
	Iteration 12Q: 3 clusters Score -537119.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -537129.750000 Penalty: 840.423523
	Iteration 13Q: 3 clusters Score -537129.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -537135.187500 Penalty: 840.423523
	Iteration 14Q: 3 clusters Score -537135.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -537140.375000 Penalty: 840.423523
	Iteration 15Q: 3 clusters Score -537140.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -537146.750000 Penalty: 840.423523
	Iteration 16Q: 3 clusters Score -537146.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -537152.875000 Penalty: 840.423523
	Iteration 17Q: 3 clusters Score -537152.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -537159.937500 Penalty: 840.423523
	Iteration 18Q: 3 clusters Score -537159.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -537166.312500 Penalty: 840.423523
	Iteration 19Q: 3 clusters Score -537166.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -537174.250000 Penalty: 840.423523
	Iteration 20F: 3 clusters Score -537174.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -537182.562500 Penalty: 840.423523
	Iteration 21Q: 3 clusters Score -537182.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -537192.062500 Penalty: 840.423523
	Iteration 22Q: 3 clusters Score -537192.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -537198.687500 Penalty: 840.423523
	Iteration 23Q: 3 clusters Score -537198.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -537209.687500 Penalty: 840.423523
	Iteration 24Q: 3 clusters Score -537209.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -537219.125000 Penalty: 840.423523
	Iteration 25Q: 3 clusters Score -537219.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -537233.500000 Penalty: 840.423523
	Iteration 26Q: 3 clusters Score -537233.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -537248.250000 Penalty: 840.423523
	Iteration 27Q: 3 clusters Score -537248.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -537261.562500 Penalty: 840.423523
	Iteration 28Q: 3 clusters Score -537261.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -537271.312500 Penalty: 840.423523
	Iteration 29Q: 3 clusters Score -537271.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -537282.562500 Penalty: 840.423523
	Iteration 30Q: 3 clusters Score -537282.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -537296.875000 Penalty: 840.423523
	Iteration 31Q: 3 clusters Score -537296.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -537316.937500 Penalty: 840.423523
	Iteration 32Q: 3 clusters Score -537316.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -537342.187500 Penalty: 840.423523
	Iteration 33Q: 3 clusters Score -537342.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -537371.312500 Penalty: 840.423523
	Iteration 34Q: 3 clusters Score -537371.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -537397.000000 Penalty: 840.423523
	Iteration 35Q: 3 clusters Score -537397 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -537423.937500 Penalty: 840.423523
	Iteration 36Q: 3 clusters Score -537423.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -537444.125000 Penalty: 840.423523
	Iteration 37Q: 3 clusters Score -537444.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -537459.375000 Penalty: 840.423523
	Iteration 38Q: 3 clusters Score -537459.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -537480.250000 Penalty: 840.423523
	Iteration 39Q: 3 clusters Score -537480.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -537505.375000 Penalty: 840.423523
	Iteration 40F: 3 clusters Score -537505.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -537528.125000 Penalty: 840.423523
	Iteration 41Q: 3 clusters Score -537528.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -537548.875000 Penalty: 840.423523
	Iteration 42Q: 3 clusters Score -537548.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -537570.812500 Penalty: 840.423523
	Iteration 43Q: 3 clusters Score -537570.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -537597.562500 Penalty: 840.423523
	Iteration 44Q: 3 clusters Score -537597.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -537635.875000 Penalty: 840.423523
	Iteration 45Q: 3 clusters Score -537635.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -537683.687500 Penalty: 840.423523
	Iteration 46Q: 3 clusters Score -537683.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -537738.937500 Penalty: 840.423523
	Iteration 47Q: 3 clusters Score -537738.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -537796.187500 Penalty: 840.423523
	Iteration 48Q: 3 clusters Score -537796.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -537852.875000 Penalty: 840.423523
	Iteration 49Q: 3 clusters Score -537852.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -537894.562500 Penalty: 840.423523
	Iteration 50Q: 3 clusters Score -537894.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -537937.187500 Penalty: 840.423523
	Iteration 51Q: 3 clusters Score -537937.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -537985.750000 Penalty: 840.423523
	Iteration 52Q: 3 clusters Score -537985.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -538053.125000 Penalty: 840.423523
	Iteration 53Q: 3 clusters Score -538053.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -538116.250000 Penalty: 840.423523
	Iteration 54Q: 3 clusters Score -538116.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -538185.062500 Penalty: 840.423523
	Iteration 55Q: 3 clusters Score -538185.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -538242.312500 Penalty: 840.423523
	Iteration 56Q: 3 clusters Score -538242.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -538294.125000 Penalty: 840.423523
	Iteration 57Q: 3 clusters Score -538294.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -538344.937500 Penalty: 840.423523
	Iteration 58Q: 3 clusters Score -538344.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -538396.562500 Penalty: 840.423523
	Iteration 59Q: 3 clusters Score -538396.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -538452.250000 Penalty: 840.423523
	Iteration 60F: 3 clusters Score -538452.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -538498.125000 Penalty: 840.423523
	Iteration 61Q: 3 clusters Score -538498.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -538547.000000 Penalty: 840.423523
	Iteration 62Q: 3 clusters Score -538547 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -538600.250000 Penalty: 840.423523
	Iteration 63Q: 3 clusters Score -538600.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -538642.000000 Penalty: 840.423523
	Iteration 64Q: 3 clusters Score -538642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -538683.000000 Penalty: 840.423523
	Iteration 65Q: 3 clusters Score -538683 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -538724.625000 Penalty: 840.423523
	Iteration 66Q: 3 clusters Score -538724.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -538751.875000 Penalty: 840.423523
	Iteration 67Q: 3 clusters Score -538751.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -538781.187500 Penalty: 840.423523
	Iteration 68Q: 3 clusters Score -538781.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -538802.625000 Penalty: 840.423523
	Iteration 69Q: 3 clusters Score -538802.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -538814.937500 Penalty: 840.423523
	Iteration 70Q: 3 clusters Score -538814.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -538832.312500 Penalty: 840.423523
	Iteration 71Q: 3 clusters Score -538832.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -538845.187500 Penalty: 840.423523
	Iteration 72Q: 3 clusters Score -538845.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -538856.125000 Penalty: 840.423523
	Iteration 73Q: 3 clusters Score -538856.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -538865.000000 Penalty: 840.423523
	Iteration 74Q: 3 clusters Score -538865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -538869.687500 Penalty: 840.423523
	Iteration 75Q: 3 clusters Score -538869.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -538878.687500 Penalty: 840.423523
	Iteration 76Q: 3 clusters Score -538878.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -538884.875000 Penalty: 840.423523
	Iteration 77Q: 3 clusters Score -538884.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -538895.687500 Penalty: 840.423523
	Iteration 78Q: 3 clusters Score -538895.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -538901.312500 Penalty: 840.423523
	Iteration 79Q: 3 clusters Score -538901.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -538902.437500 Penalty: 840.423523
	Iteration 80F: 3 clusters Score -538902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -538906.125000 Penalty: 840.423523
	Iteration 81Q: 3 clusters Score -538906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -538908.562500 Penalty: 840.423523
	Iteration 82Q: 3 clusters Score -538908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -538912.562500 Penalty: 840.423523
	Iteration 83Q: 3 clusters Score -538912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -538915.500000 Penalty: 840.423523
	Iteration 84Q: 3 clusters Score -538915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -538916.937500 Penalty: 840.423523
	Iteration 85Q: 3 clusters Score -538916.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -538916.062500 Penalty: 840.423523
	Iteration 86Q: 3 clusters Score -538916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -538922.812500 Penalty: 840.423523
	Iteration 87Q: 3 clusters Score -538922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -538924.000000 Penalty: 840.423523
	Iteration 88Q: 3 clusters Score -538924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -538930.500000 Penalty: 840.423523
	Iteration 89Q: 3 clusters Score -538930.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -538932.687500 Penalty: 840.423523
	Iteration 90Q: 3 clusters Score -538932.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -538932.875000 Penalty: 840.423523
	Iteration 91Q: 3 clusters Score -538932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -538934.750000 Penalty: 840.423523
	Iteration 92Q: 3 clusters Score -538934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -538934.812500 Penalty: 840.423523
	Iteration 93Q: 3 clusters Score -538934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -538936.062500 Penalty: 840.423523
	Iteration 94Q: 3 clusters Score -538936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -538938.250000 Penalty: 840.423523
	Iteration 95Q: 3 clusters Score -538938.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -538941.250000 Penalty: 840.423523
	Iteration 96Q: 3 clusters Score -538941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -538946.062500 Penalty: 840.423523
	Iteration 97Q: 3 clusters Score -538946.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -538948.312500 Penalty: 840.423523
	Iteration 98Q: 3 clusters Score -538948.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -538953.062500 Penalty: 840.423523
	Iteration 99Q: 3 clusters Score -538953.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -538953.312500 Penalty: 840.423523
	Iteration 100F: 3 clusters Score -538953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -538955.937500 Penalty: 840.423523
	Iteration 101Q: 3 clusters Score -538955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -538956.750000 Penalty: 840.423523
	Iteration 102Q: 3 clusters Score -538956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -538958.437500 Penalty: 840.423523
	Iteration 103Q: 3 clusters Score -538958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -538959.437500 Penalty: 840.423523
	Iteration 104Q: 3 clusters Score -538959.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -538959.812500 Penalty: 840.423523
	Iteration 105Q: 3 clusters Score -538959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -538962.687500 Penalty: 840.423523
	Iteration 106Q: 3 clusters Score -538962.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -538963.562500 Penalty: 840.423523
	Iteration 107Q: 3 clusters Score -538963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -538963.562500 Penalty: 840.423523
	Iteration 108F: 3 clusters Score -538963.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Entering Unmasked Estep 
Score: -85509.687500 Penalty: 347.494171
	Iteration 0F: 2 clusters Score -85509.69 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 1036 members 
Entering Unmasked Estep 
Score: -84077.500000 Penalty: 694.988342
	Iteration 0F: 3 clusters Score -84077.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -84660.742188 Penalty: 694.988342
	Iteration 1F: 3 clusters Score -84660.74 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -84751.406250 Penalty: 694.988342
	Iteration 2F: 3 clusters Score -84751.41 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -84820.156250 Penalty: 694.988342
	Iteration 3F: 3 clusters Score -84820.16 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -84885.679688 Penalty: 694.988342
	Iteration 4F: 3 clusters Score -84885.68 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -84930.250000 Penalty: 694.988342
	Iteration 5Q: 3 clusters Score -84930.25 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -84977.453125 Penalty: 694.988342
	Iteration 6Q: 3 clusters Score -84977.45 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -85029.320312 Penalty: 694.988342
	Iteration 7Q: 3 clusters Score -85029.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -85084.500000 Penalty: 694.988342
	Iteration 8Q: 3 clusters Score -85084.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -85148.625000 Penalty: 694.988342
	Iteration 9Q: 3 clusters Score -85148.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -85210.437500 Penalty: 694.988342
	Iteration 10Q: 3 clusters Score -85210.44 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -85243.273438 Penalty: 694.988342
	Iteration 11Q: 3 clusters Score -85243.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -85278.367188 Penalty: 694.988342
	Iteration 12Q: 3 clusters Score -85278.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -85317.773438 Penalty: 694.988342
	Iteration 13Q: 3 clusters Score -85317.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -85365.257812 Penalty: 694.988342
	Iteration 14Q: 3 clusters Score -85365.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -85399.656250 Penalty: 694.988342
	Iteration 15Q: 3 clusters Score -85399.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -85427.203125 Penalty: 694.988342
	Iteration 16Q: 3 clusters Score -85427.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -85440.109375 Penalty: 694.988342
	Iteration 17Q: 3 clusters Score -85440.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -85445.507812 Penalty: 694.988342
	Iteration 18Q: 3 clusters Score -85445.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -85449.250000 Penalty: 694.988342
	Iteration 19Q: 3 clusters Score -85449.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -85450.937500 Penalty: 694.988342
	Iteration 20F: 3 clusters Score -85450.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -85454.312500 Penalty: 694.988342
	Iteration 21Q: 3 clusters Score -85454.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -85457.179688 Penalty: 694.988342
	Iteration 22Q: 3 clusters Score -85457.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -85459.953125 Penalty: 694.988342
	Iteration 23Q: 3 clusters Score -85459.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85462.203125 Penalty: 694.988342
	Iteration 24Q: 3 clusters Score -85462.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -85465.179688 Penalty: 694.988342
	Iteration 25Q: 3 clusters Score -85465.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85466.656250 Penalty: 694.988342
	Iteration 26Q: 3 clusters Score -85466.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -85469.421875 Penalty: 694.988342
	Iteration 27Q: 3 clusters Score -85469.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -85472.054688 Penalty: 694.988342
	Iteration 28Q: 3 clusters Score -85472.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85473.843750 Penalty: 694.988342
	Iteration 29Q: 3 clusters Score -85473.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85474.664062 Penalty: 694.988342
	Iteration 30Q: 3 clusters Score -85474.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85475.335938 Penalty: 694.988342
	Iteration 31Q: 3 clusters Score -85475.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -85475.679688 Penalty: 694.988342
	Iteration 32Q: 3 clusters Score -85475.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85476.578125 Penalty: 694.988342
	Iteration 33Q: 3 clusters Score -85476.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85477.140625 Penalty: 694.988342
	Iteration 34Q: 3 clusters Score -85477.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85477.140625 Penalty: 694.988342
	Iteration 35F: 3 clusters Score -85477.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -58360.886719 Penalty: 321.910828
	Iteration 0F: 2 clusters Score -58360.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -57518.816406 Penalty: 643.821655
	Iteration 0F: 3 clusters Score -57518.82 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -57854.996094 Penalty: 643.821655
	Iteration 1F: 3 clusters Score -57855 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -57924.425781 Penalty: 643.821655
	Iteration 2F: 3 clusters Score -57924.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -57984.156250 Penalty: 643.821655
	Iteration 3F: 3 clusters Score -57984.16 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -58037.316406 Penalty: 643.821655
	Iteration 4F: 3 clusters Score -58037.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -58077.585938 Penalty: 643.821655
	Iteration 5Q: 3 clusters Score -58077.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -58110.273438 Penalty: 643.821655
	Iteration 6Q: 3 clusters Score -58110.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -58132.585938 Penalty: 643.821655
	Iteration 7Q: 3 clusters Score -58132.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -58142.539062 Penalty: 643.821655
	Iteration 8Q: 3 clusters Score -58142.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -58152.683594 Penalty: 643.821655
	Iteration 9Q: 3 clusters Score -58152.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -58157.054688 Penalty: 643.821655
	Iteration 10Q: 3 clusters Score -58157.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -58166.515625 Penalty: 643.821655
	Iteration 11Q: 3 clusters Score -58166.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -58173.632812 Penalty: 643.821655
	Iteration 12Q: 3 clusters Score -58173.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -58175.257812 Penalty: 643.821655
	Iteration 13Q: 3 clusters Score -58175.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -58179.957031 Penalty: 643.821655
	Iteration 14Q: 3 clusters Score -58179.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -58188.835938 Penalty: 643.821655
	Iteration 15Q: 3 clusters Score -58188.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -58192.453125 Penalty: 643.821655
	Iteration 16Q: 3 clusters Score -58192.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -58193.765625 Penalty: 643.821655
	Iteration 17Q: 3 clusters Score -58193.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -58194.542969 Penalty: 643.821655
	Iteration 18Q: 3 clusters Score -58194.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -58196.308594 Penalty: 643.821655
	Iteration 19Q: 3 clusters Score -58196.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -58198.050781 Penalty: 643.821655
	Iteration 20F: 3 clusters Score -58198.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -58201.402344 Penalty: 643.821655
	Iteration 21Q: 3 clusters Score -58201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -58209.128906 Penalty: 643.821655
	Iteration 22Q: 3 clusters Score -58209.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -58213.187500 Penalty: 643.821655
	Iteration 23Q: 3 clusters Score -58213.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -58214.613281 Penalty: 643.821655
	Iteration 24Q: 3 clusters Score -58214.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -58214.992188 Penalty: 643.821655
	Iteration 25Q: 3 clusters Score -58214.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -58214.992188 Penalty: 643.821655
	Iteration 26F: 3 clusters Score -58214.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -20761.917969 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -20761.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20336.791016 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -20336.79 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20471.269531 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -20471.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20531.533203 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -20531.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20598.621094 Penalty: 550.740112
	Iteration 3F: 3 clusters Score -20598.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20653.150391 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -20653.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20710.089844 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -20710.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20743.804688 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -20743.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20763.433594 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -20763.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20777.994141 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -20777.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20788.402344 Penalty: 550.740112
	Iteration 9Q: 3 clusters Score -20788.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20801.058594 Penalty: 550.740112
	Iteration 10Q: 3 clusters Score -20801.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20840.119141 Penalty: 550.740112
	Iteration 11Q: 3 clusters Score -20840.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20873.337891 Penalty: 550.740112
	Iteration 12Q: 3 clusters Score -20873.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20922.410156 Penalty: 550.740112
	Iteration 13Q: 3 clusters Score -20922.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20928.070312 Penalty: 550.740112
	Iteration 14Q: 3 clusters Score -20928.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20928.714844 Penalty: 550.740112
	Iteration 15Q: 3 clusters Score -20928.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20928.714844 Penalty: 550.740112
	Iteration 16F: 3 clusters Score -20928.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68187 members 
Mstep: Class 4 contains 21924 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 179645 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216257 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55267 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 94031 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 17059 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19036 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 80685 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121793 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 133791 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 176236 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 978 members 
Mstep: Class 50 contains 10254 members 
Mstep: Class 51 contains 2074 members 
Mstep: Class 52 contains 1182 members 
Mstep: Class 53 contains 182 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 186635 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 1174 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6800 members 
Mstep: Class 60 contains 78537 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 240 members 
Mstep: Class 64 contains 133453 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 6775 members 
Mstep: Class 69 contains 852 members 
Mstep: Class 70 contains 803 members 
Mstep: Class 71 contains 243 members 
Entering Unmasked Estep 
Score: -90789112.000000 Penalty: 46814.246094
Splitting cluster 53 changes total score from -90763048.000000 to -90789112.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 54 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -46492.308594 Penalty: 312.681824
	Iteration 0F: 2 clusters Score -46492.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -45709.011719 Penalty: 625.363647
	Iteration 0F: 3 clusters Score -45709.01 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -45918.925781 Penalty: 625.363647
	Iteration 1F: 3 clusters Score -45918.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -45980.308594 Penalty: 625.363647
	Iteration 2F: 3 clusters Score -45980.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -46012.929688 Penalty: 625.363647
	Iteration 3F: 3 clusters Score -46012.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -46064.097656 Penalty: 625.363647
	Iteration 4F: 3 clusters Score -46064.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -46124.070312 Penalty: 625.363647
	Iteration 5F: 3 clusters Score -46124.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -46171.289062 Penalty: 625.363647
	Iteration 6F: 3 clusters Score -46171.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -46199.902344 Penalty: 625.363647
	Iteration 7Q: 3 clusters Score -46199.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -46216.433594 Penalty: 625.363647
	Iteration 8Q: 3 clusters Score -46216.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -46225.871094 Penalty: 625.363647
	Iteration 9Q: 3 clusters Score -46225.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -46231.730469 Penalty: 625.363647
	Iteration 10Q: 3 clusters Score -46231.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -46240.847656 Penalty: 625.363647
	Iteration 11Q: 3 clusters Score -46240.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -46248.738281 Penalty: 625.363647
	Iteration 12Q: 3 clusters Score -46248.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -46253.945312 Penalty: 625.363647
	Iteration 13Q: 3 clusters Score -46253.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -46256.984375 Penalty: 625.363647
	Iteration 14Q: 3 clusters Score -46256.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -46258.675781 Penalty: 625.363647
	Iteration 15Q: 3 clusters Score -46258.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -46258.777344 Penalty: 625.363647
	Iteration 16Q: 3 clusters Score -46258.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -46258.777344 Penalty: 625.363647
	Iteration 17F: 3 clusters Score -46258.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (186635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186635 members 
Entering Unmasked Estep 
Score: -9340840.000000 Penalty: 552.229431
	Iteration 0F: 2 clusters Score -9340840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -9216805.000000 Penalty: 1104.458862
	Iteration 0F: 3 clusters Score -9216805 nChanged 91882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 101063 members 
Entering Unmasked Estep 
Score: -9273912.000000 Penalty: 1104.458862
	Iteration 1F: 3 clusters Score -9273912 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -9276576.000000 Penalty: 1104.458862
	Iteration 2Q: 3 clusters Score -9276576 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 110392 members 
Entering Unmasked Estep 
Score: -9281131.000000 Penalty: 1104.458862
	Iteration 3Q: 3 clusters Score -9281131 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -9288988.000000 Penalty: 1104.458862
	Iteration 4F: 3 clusters Score -9288988 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 124840 members 
Entering Unmasked Estep 
Score: -9301064.000000 Penalty: 1104.458862
	Iteration 5F: 3 clusters Score -9301064 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 130536 members 
Entering Unmasked Estep 
Score: -9313570.000000 Penalty: 1104.458862
	Iteration 6F: 3 clusters Score -9313570 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -9320719.000000 Penalty: 1104.458862
	Iteration 7F: 3 clusters Score -9320719 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 136841 members 
Entering Unmasked Estep 
Score: -9324246.000000 Penalty: 1104.458862
	Iteration 8Q: 3 clusters Score -9324246 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 139129 members 
Entering Unmasked Estep 
Score: -9326952.000000 Penalty: 1104.458862
	Iteration 9Q: 3 clusters Score -9326952 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 140818 members 
Entering Unmasked Estep 
Score: -9329229.000000 Penalty: 1104.458862
	Iteration 10Q: 3 clusters Score -9329229 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 141870 members 
Entering Unmasked Estep 
Score: -9331187.000000 Penalty: 1104.458862
	Iteration 11Q: 3 clusters Score -9331187 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 142378 members 
Entering Unmasked Estep 
Score: -9333170.000000 Penalty: 1104.458862
	Iteration 12Q: 3 clusters Score -9333170 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 142350 members 
Entering Unmasked Estep 
Score: -9334891.000000 Penalty: 1104.458862
	Iteration 13Q: 3 clusters Score -9334891 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 141856 members 
Entering Unmasked Estep 
Score: -9336665.000000 Penalty: 1104.458862
	Iteration 14Q: 3 clusters Score -9336665 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 141218 members 
Entering Unmasked Estep 
Score: -9338115.000000 Penalty: 1104.458862
	Iteration 15Q: 3 clusters Score -9338115 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 140678 members 
Entering Unmasked Estep 
Score: -9339053.000000 Penalty: 1104.458862
	Iteration 16Q: 3 clusters Score -9339053 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 140424 members 
Entering Unmasked Estep 
Score: -9339565.000000 Penalty: 1104.458862
	Iteration 17Q: 3 clusters Score -9339565 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 140444 members 
Entering Unmasked Estep 
Score: -9339821.000000 Penalty: 1104.458862
	Iteration 18Q: 3 clusters Score -9339821 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 140605 members 
Entering Unmasked Estep 
Score: -9339855.000000 Penalty: 1104.458862
	Iteration 19Q: 3 clusters Score -9339855 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 140782 members 
Entering Unmasked Estep 
Score: -9340230.000000 Penalty: 1104.458862
	Iteration 20F: 3 clusters Score -9340230 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 140651 members 
Entering Unmasked Estep 
Score: -9340341.000000 Penalty: 1104.458862
	Iteration 21Q: 3 clusters Score -9340341 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 140682 members 
Entering Unmasked Estep 
Score: -9340364.000000 Penalty: 1104.458862
	Iteration 22Q: 3 clusters Score -9340364 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 140714 members 
Entering Unmasked Estep 
Score: -9340425.000000 Penalty: 1104.458862
	Iteration 23Q: 3 clusters Score -9340425 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 140660 members 
Entering Unmasked Estep 
Score: -9340424.000000 Penalty: 1104.458862
	Iteration 24Q: 3 clusters Score -9340424 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 140567 members 
Entering Unmasked Estep 
Score: -9340399.000000 Penalty: 1104.458862
	Iteration 25Q: 3 clusters Score -9340399 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 140528 members 
Entering Unmasked Estep 
Score: -9340395.000000 Penalty: 1104.458862
	Iteration 26Q: 3 clusters Score -9340395 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 140682 members 
Entering Unmasked Estep 
Score: -9340387.000000 Penalty: 1104.458862
	Iteration 27Q: 3 clusters Score -9340387 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 140783 members 
Entering Unmasked Estep 
Score: -9340399.000000 Penalty: 1104.458862
	Iteration 28Q: 3 clusters Score -9340399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 140830 members 
Entering Unmasked Estep 
Score: -9340407.000000 Penalty: 1104.458862
	Iteration 29Q: 3 clusters Score -9340407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 140879 members 
Entering Unmasked Estep 
Score: -9340388.000000 Penalty: 1104.458862
	Iteration 30Q: 3 clusters Score -9340388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 140841 members 
Entering Unmasked Estep 
Score: -9340380.000000 Penalty: 1104.458862
	Iteration 31Q: 3 clusters Score -9340380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 140845 members 
Entering Unmasked Estep 
Score: -9340389.000000 Penalty: 1104.458862
	Iteration 32Q: 3 clusters Score -9340389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 140851 members 
Entering Unmasked Estep 
Score: -9340388.000000 Penalty: 1104.458862
	Iteration 33Q: 3 clusters Score -9340388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 140798 members 
Entering Unmasked Estep 
Score: -9340371.000000 Penalty: 1104.458862
	Iteration 34Q: 3 clusters Score -9340371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 140750 members 
Entering Unmasked Estep 
Score: -9340366.000000 Penalty: 1104.458862
	Iteration 35Q: 3 clusters Score -9340366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 140746 members 
Entering Unmasked Estep 
Score: -9340379.000000 Penalty: 1104.458862
	Iteration 36Q: 3 clusters Score -9340379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 140745 members 
Entering Unmasked Estep 
Score: -9340375.000000 Penalty: 1104.458862
	Iteration 37Q: 3 clusters Score -9340375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 140763 members 
Entering Unmasked Estep 
Score: -9340380.000000 Penalty: 1104.458862
	Iteration 38Q: 3 clusters Score -9340380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 140764 members 
Entering Unmasked Estep 
Score: -9340369.000000 Penalty: 1104.458862
	Iteration 39Q: 3 clusters Score -9340369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 140763 members 
Entering Unmasked Estep 
Score: -9340365.000000 Penalty: 1104.458862
	Iteration 40F: 3 clusters Score -9340365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 140753 members 
Entering Unmasked Estep 
Score: -9340377.000000 Penalty: 1104.458862
	Iteration 41Q: 3 clusters Score -9340377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 140748 members 
Entering Unmasked Estep 
Score: -9340376.000000 Penalty: 1104.458862
	Iteration 42Q: 3 clusters Score -9340376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 140736 members 
Entering Unmasked Estep 
Score: -9340370.000000 Penalty: 1104.458862
	Iteration 43Q: 3 clusters Score -9340370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 140742 members 
Entering Unmasked Estep 
Score: -9340374.000000 Penalty: 1104.458862
	Iteration 44Q: 3 clusters Score -9340374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 140743 members 
Entering Unmasked Estep 
Score: -9340371.000000 Penalty: 1104.458862
	Iteration 45Q: 3 clusters Score -9340371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 140746 members 
Entering Unmasked Estep 
Score: -9340374.000000 Penalty: 1104.458862
	Iteration 46Q: 3 clusters Score -9340374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 140749 members 
Entering Unmasked Estep 
Score: -9340375.000000 Penalty: 1104.458862
	Iteration 47Q: 3 clusters Score -9340375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 140754 members 
Entering Unmasked Estep 
Score: -9340371.000000 Penalty: 1104.458862
	Iteration 48Q: 3 clusters Score -9340371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 140757 members 
Entering Unmasked Estep 
Score: -9340370.000000 Penalty: 1104.458862
	Iteration 49Q: 3 clusters Score -9340370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 140776 members 
Entering Unmasked Estep 
Score: -9340360.000000 Penalty: 1104.458862
	Iteration 50Q: 3 clusters Score -9340360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 140765 members 
Entering Unmasked Estep 
Score: -9340348.000000 Penalty: 1104.458862
	Iteration 51Q: 3 clusters Score -9340348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 140771 members 
Entering Unmasked Estep 
Score: -9340346.000000 Penalty: 1104.458862
	Iteration 52Q: 3 clusters Score -9340346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 140780 members 
Entering Unmasked Estep 
Score: -9340349.000000 Penalty: 1104.458862
	Iteration 53Q: 3 clusters Score -9340349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 140777 members 
Entering Unmasked Estep 
Score: -9340347.000000 Penalty: 1104.458862
	Iteration 54Q: 3 clusters Score -9340347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 140777 members 
Entering Unmasked Estep 
Score: -9340347.000000 Penalty: 1104.458862
	Iteration 55F: 3 clusters Score -9340347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -17750.933594 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -17750.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17377.263672 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -17377.26 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17521.957031 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -17521.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17584.035156 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -17584.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17613.898438 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -17613.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17636.277344 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -17636.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17645.720703 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -17645.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17649.578125 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -17649.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17656.527344 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -17656.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -17660.869141 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -17660.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17670.037109 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -17670.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17670.503906 Penalty: 529.085876
	Iteration 10Q: 3 clusters Score -17670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17670.503906 Penalty: 529.085876
	Iteration 11F: 3 clusters Score -17670.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -59120.703125 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -59120.7 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 601 members 
Entering Unmasked Estep 
Score: -58202.648438 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -58202.65 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -58509.429688 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -58509.43 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -58605.648438 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -58605.65 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -58688.972656 Penalty: 643.203674
	Iteration 3F: 3 clusters Score -58688.97 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -58755.312500 Penalty: 643.203674
	Iteration 4F: 3 clusters Score -58755.31 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -58814.347656 Penalty: 643.203674
	Iteration 5F: 3 clusters Score -58814.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -58839.617188 Penalty: 643.203674
	Iteration 6Q: 3 clusters Score -58839.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -58857.925781 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -58857.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -58873.148438 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -58873.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -58883.687500 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -58883.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -58895.179688 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -58895.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -58911.199219 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -58911.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -58923.996094 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -58924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -58933.730469 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -58933.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -58944.039062 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -58944.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -58959.632812 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -58959.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -58974.402344 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -58974.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -58999.203125 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -58999.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -59038.386719 Penalty: 643.203674
	Iteration 18Q: 3 clusters Score -59038.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -59059.566406 Penalty: 643.203674
	Iteration 19Q: 3 clusters Score -59059.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -59066.839844 Penalty: 643.203674
	Iteration 20F: 3 clusters Score -59066.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -59072.210938 Penalty: 643.203674
	Iteration 21Q: 3 clusters Score -59072.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -59075.441406 Penalty: 643.203674
	Iteration 22Q: 3 clusters Score -59075.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -59077.445312 Penalty: 643.203674
	Iteration 23Q: 3 clusters Score -59077.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -59083.359375 Penalty: 643.203674
	Iteration 24Q: 3 clusters Score -59083.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -59102.878906 Penalty: 643.203674
	Iteration 25Q: 3 clusters Score -59102.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -59115.742188 Penalty: 643.203674
	Iteration 26Q: 3 clusters Score -59115.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -59120.812500 Penalty: 643.203674
	Iteration 27Q: 3 clusters Score -59120.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -59127.390625 Penalty: 643.203674
	Iteration 28Q: 3 clusters Score -59127.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -59130.566406 Penalty: 643.203674
	Iteration 29Q: 3 clusters Score -59130.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -59131.777344 Penalty: 643.203674
	Iteration 30Q: 3 clusters Score -59131.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -59133.687500 Penalty: 643.203674
	Iteration 31Q: 3 clusters Score -59133.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -59135.972656 Penalty: 643.203674
	Iteration 32Q: 3 clusters Score -59135.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -59139.683594 Penalty: 643.203674
	Iteration 33Q: 3 clusters Score -59139.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -59140.984375 Penalty: 643.203674
	Iteration 34Q: 3 clusters Score -59140.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -59142.343750 Penalty: 643.203674
	Iteration 35Q: 3 clusters Score -59142.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -59144.066406 Penalty: 643.203674
	Iteration 36Q: 3 clusters Score -59144.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -59144.671875 Penalty: 643.203674
	Iteration 37Q: 3 clusters Score -59144.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -59145.238281 Penalty: 643.203674
	Iteration 38Q: 3 clusters Score -59145.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -59145.238281 Penalty: 643.203674
	Iteration 39F: 3 clusters Score -59145.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68187 members 
Mstep: Class 4 contains 21924 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 179645 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216257 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55267 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 94031 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 17059 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19036 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 80685 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121793 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 133791 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 176236 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 978 members 
Mstep: Class 50 contains 10254 members 
Mstep: Class 51 contains 2074 members 
Mstep: Class 52 contains 1182 members 
Mstep: Class 53 contains 182 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 186635 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 404 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6800 members 
Mstep: Class 60 contains 78537 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 240 members 
Mstep: Class 64 contains 133453 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 6775 members 
Mstep: Class 69 contains 852 members 
Mstep: Class 70 contains 803 members 
Mstep: Class 71 contains 243 members 
Mstep: Class 72 contains 770 members 
Entering Unmasked Estep 
Score: -90788904.000000 Penalty: 47473.601562
Splitting cluster 57 changes total score from -90763048.000000 to -90788904.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 58 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -3967.462402 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -3967.462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3777.362305 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -3777.362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3796.483887 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -3796.484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3801.772217 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -3801.772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3816.536377 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -3816.536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3824.998779 Penalty: 399.894867
	Iteration 4Q: 3 clusters Score -3824.999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3832.076904 Penalty: 399.894867
	Iteration 5Q: 3 clusters Score -3832.077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3838.761475 Penalty: 399.894867
	Iteration 6Q: 3 clusters Score -3838.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3838.761475 Penalty: 399.894867
	Iteration 7F: 3 clusters Score -3838.761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Entering Unmasked Estep 
Score: -341961.812500 Penalty: 401.522827
	Iteration 0F: 2 clusters Score -341961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -337355.156250 Penalty: 803.045654
	Iteration 0F: 3 clusters Score -337355.2 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -339208.375000 Penalty: 803.045654
	Iteration 1F: 3 clusters Score -339208.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -339463.000000 Penalty: 803.045654
	Iteration 2F: 3 clusters Score -339463 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -339743.437500 Penalty: 803.045654
	Iteration 3F: 3 clusters Score -339743.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -340103.343750 Penalty: 803.045654
	Iteration 4F: 3 clusters Score -340103.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -340488.250000 Penalty: 803.045654
	Iteration 5F: 3 clusters Score -340488.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -340884.031250 Penalty: 803.045654
	Iteration 6F: 3 clusters Score -340884 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -341243.468750 Penalty: 803.045654
	Iteration 7F: 3 clusters Score -341243.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -341470.218750 Penalty: 803.045654
	Iteration 8Q: 3 clusters Score -341470.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -341608.843750 Penalty: 803.045654
	Iteration 9Q: 3 clusters Score -341608.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -341688.875000 Penalty: 803.045654
	Iteration 10Q: 3 clusters Score -341688.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -341749.906250 Penalty: 803.045654
	Iteration 11Q: 3 clusters Score -341749.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -341791.718750 Penalty: 803.045654
	Iteration 12Q: 3 clusters Score -341791.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -341824.656250 Penalty: 803.045654
	Iteration 13Q: 3 clusters Score -341824.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -341832.781250 Penalty: 803.045654
	Iteration 14Q: 3 clusters Score -341832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -341834.125000 Penalty: 803.045654
	Iteration 15Q: 3 clusters Score -341834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -341835.968750 Penalty: 803.045654
	Iteration 16Q: 3 clusters Score -341836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -341840.687500 Penalty: 803.045654
	Iteration 17Q: 3 clusters Score -341840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -341842.812500 Penalty: 803.045654
	Iteration 18Q: 3 clusters Score -341842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -341842.906250 Penalty: 803.045654
	Iteration 19Q: 3 clusters Score -341842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -341843.531250 Penalty: 803.045654
	Iteration 20F: 3 clusters Score -341843.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (78537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Entering Unmasked Estep 
Score: -3982369.750000 Penalty: 512.845276
	Iteration 0F: 2 clusters Score -3982370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -3929540.750000 Penalty: 1025.690552
	Iteration 0F: 3 clusters Score -3929541 nChanged 38270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -3954579.750000 Penalty: 1025.690552
	Iteration 1F: 3 clusters Score -3954580 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3957320.000000 Penalty: 1025.690552
	Iteration 2F: 3 clusters Score -3957320 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3961813.250000 Penalty: 1025.690552
	Iteration 3F: 3 clusters Score -3961813 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3968479.750000 Penalty: 1025.690552
	Iteration 4F: 3 clusters Score -3968480 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3975535.500000 Penalty: 1025.690552
	Iteration 5F: 3 clusters Score -3975536 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3979925.250000 Penalty: 1025.690552
	Iteration 6F: 3 clusters Score -3979925 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3981475.750000 Penalty: 1025.690552
	Iteration 7Q: 3 clusters Score -3981476 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3981828.500000 Penalty: 1025.690552
	Iteration 8Q: 3 clusters Score -3981828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3981887.250000 Penalty: 1025.690552
	Iteration 9Q: 3 clusters Score -3981887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78466 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3981908.750000 Penalty: 1025.690552
	Iteration 10Q: 3 clusters Score -3981909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3981917.500000 Penalty: 1025.690552
	Iteration 11Q: 3 clusters Score -3981918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3981917.000000 Penalty: 1025.690552
	Iteration 12Q: 3 clusters Score -3981917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3981922.000000 Penalty: 1025.690552
	Iteration 13Q: 3 clusters Score -3981922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3981927.000000 Penalty: 1025.690552
	Iteration 14Q: 3 clusters Score -3981927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3981930.500000 Penalty: 1025.690552
	Iteration 15Q: 3 clusters Score -3981930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3981932.250000 Penalty: 1025.690552
	Iteration 16Q: 3 clusters Score -3981932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3981932.250000 Penalty: 1025.690552
	Iteration 17F: 3 clusters Score -3981932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -5857.160645 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -5857.161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5604.521973 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -5604.522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5656.777832 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -5656.778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5664.258301 Penalty: 457.769867
	Iteration 2Q: 3 clusters Score -5664.258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5668.221191 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -5668.221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5672.789062 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -5672.789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5674.745117 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -5674.745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5675.552734 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -5675.553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5678.187012 Penalty: 457.769867
	Iteration 7Q: 3 clusters Score -5678.187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5680.741699 Penalty: 457.769867
	Iteration 8Q: 3 clusters Score -5680.742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5680.741699 Penalty: 457.769867
	Iteration 9F: 3 clusters Score -5680.742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -7198.618164 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -7198.618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6955.006836 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6955.007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7024.011230 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -7024.011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7031.769531 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -7031.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7032.428711 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -7032.429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7032.428711 Penalty: 449.689453
	Iteration 4F: 3 clusters Score -7032.429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -10504.948242 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -10504.95 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 119 members 
Entering Unmasked Estep 
Score: -10194.330078 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -10194.33 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10332.120117 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -10332.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10407.311523 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -10407.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10465.747070 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -10465.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10491.948242 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -10491.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10497.503906 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -10497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10501.153320 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -10501.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10503.050781 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -10503.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10506.488281 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -10506.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10535.926758 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -10535.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10631.795898 Penalty: 498.738159
	Iteration 10Q: 3 clusters Score -10631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10645.390625 Penalty: 498.738159
	Iteration 11Q: 3 clusters Score -10645.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10645.390625 Penalty: 498.738159
	Iteration 12F: 3 clusters Score -10645.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68187 members 
Mstep: Class 4 contains 21924 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 179645 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216257 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55267 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 94031 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 17059 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19036 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 80685 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121793 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 133791 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 176236 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 978 members 
Mstep: Class 50 contains 10254 members 
Mstep: Class 51 contains 2074 members 
Mstep: Class 52 contains 1182 members 
Mstep: Class 53 contains 182 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 186635 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 404 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6800 members 
Mstep: Class 60 contains 78537 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 111 members 
Mstep: Class 64 contains 133453 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 6775 members 
Mstep: Class 69 contains 852 members 
Mstep: Class 70 contains 803 members 
Mstep: Class 71 contains 243 members 
Mstep: Class 72 contains 770 members 
Mstep: Class 73 contains 129 members 
Entering Unmasked Estep 
Score: -90788552.000000 Penalty: 48132.957031
Splitting cluster 63 changes total score from -90763048.000000 to -90788552.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 64 (133453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133453 members 
Entering Unmasked Estep 
Score: -6713906.000000 Penalty: 536.968506
	Iteration 0F: 2 clusters Score -6713906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -6626015.500000 Penalty: 1073.937012
	Iteration 0F: 3 clusters Score -6626016 nChanged 65284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -6667499.500000 Penalty: 1073.937012
	Iteration 1F: 3 clusters Score -6667500 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -6669976.500000 Penalty: 1073.937012
	Iteration 2Q: 3 clusters Score -6669976 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -6673977.000000 Penalty: 1073.937012
	Iteration 3F: 3 clusters Score -6673977 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 90062 members 
Entering Unmasked Estep 
Score: -6680266.000000 Penalty: 1073.937012
	Iteration 4F: 3 clusters Score -6680266 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -6689052.500000 Penalty: 1073.937012
	Iteration 5F: 3 clusters Score -6689052 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -6697590.500000 Penalty: 1073.937012
	Iteration 6F: 3 clusters Score -6697590 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -6702242.000000 Penalty: 1073.937012
	Iteration 7Q: 3 clusters Score -6702242 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -6704678.500000 Penalty: 1073.937012
	Iteration 8Q: 3 clusters Score -6704678 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -6706583.500000 Penalty: 1073.937012
	Iteration 9Q: 3 clusters Score -6706584 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 95516 members 
Entering Unmasked Estep 
Score: -6708536.500000 Penalty: 1073.937012
	Iteration 10Q: 3 clusters Score -6708536 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 93911 members 
Entering Unmasked Estep 
Score: -6710426.500000 Penalty: 1073.937012
	Iteration 11Q: 3 clusters Score -6710426 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 92084 members 
Entering Unmasked Estep 
Score: -6711978.000000 Penalty: 1073.937012
	Iteration 12Q: 3 clusters Score -6711978 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -6713068.500000 Penalty: 1073.937012
	Iteration 13Q: 3 clusters Score -6713068 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -6713669.500000 Penalty: 1073.937012
	Iteration 14Q: 3 clusters Score -6713670 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -6713983.500000 Penalty: 1073.937012
	Iteration 15Q: 3 clusters Score -6713984 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -6714140.000000 Penalty: 1073.937012
	Iteration 16Q: 3 clusters Score -6714140 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -6714229.500000 Penalty: 1073.937012
	Iteration 17Q: 3 clusters Score -6714230 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -6714312.000000 Penalty: 1073.937012
	Iteration 18Q: 3 clusters Score -6714312 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 83460 members 
Entering Unmasked Estep 
Score: -6714349.500000 Penalty: 1073.937012
	Iteration 19Q: 3 clusters Score -6714350 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -6714636.000000 Penalty: 1073.937012
	Iteration 20F: 3 clusters Score -6714636 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 81725 members 
Entering Unmasked Estep 
Score: -6714650.500000 Penalty: 1073.937012
	Iteration 21Q: 3 clusters Score -6714650 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -6714674.000000 Penalty: 1073.937012
	Iteration 22Q: 3 clusters Score -6714674 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -6714637.000000 Penalty: 1073.937012
	Iteration 23Q: 3 clusters Score -6714637 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -6714645.500000 Penalty: 1073.937012
	Iteration 24Q: 3 clusters Score -6714646 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -6714650.000000 Penalty: 1073.937012
	Iteration 25Q: 3 clusters Score -6714650 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -6714641.500000 Penalty: 1073.937012
	Iteration 26Q: 3 clusters Score -6714642 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -6714607.500000 Penalty: 1073.937012
	Iteration 27Q: 3 clusters Score -6714608 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -6714619.500000 Penalty: 1073.937012
	Iteration 28Q: 3 clusters Score -6714620 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -6714638.000000 Penalty: 1073.937012
	Iteration 29Q: 3 clusters Score -6714638 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -6714639.000000 Penalty: 1073.937012
	Iteration 30Q: 3 clusters Score -6714639 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -6714647.000000 Penalty: 1073.937012
	Iteration 31Q: 3 clusters Score -6714647 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -6714677.500000 Penalty: 1073.937012
	Iteration 32Q: 3 clusters Score -6714678 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -6714665.500000 Penalty: 1073.937012
	Iteration 33Q: 3 clusters Score -6714666 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -6714660.000000 Penalty: 1073.937012
	Iteration 34Q: 3 clusters Score -6714660 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -6714654.500000 Penalty: 1073.937012
	Iteration 35Q: 3 clusters Score -6714654 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -6714669.500000 Penalty: 1073.937012
	Iteration 36Q: 3 clusters Score -6714670 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 72713 members 
Entering Unmasked Estep 
Score: -6714711.000000 Penalty: 1073.937012
	Iteration 37Q: 3 clusters Score -6714711 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -6714720.500000 Penalty: 1073.937012
	Iteration 38Q: 3 clusters Score -6714720 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 71627 members 
Entering Unmasked Estep 
Score: -6714727.000000 Penalty: 1073.937012
	Iteration 39Q: 3 clusters Score -6714727 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -6714720.000000 Penalty: 1073.937012
	Iteration 40F: 3 clusters Score -6714720 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -6714694.500000 Penalty: 1073.937012
	Iteration 41Q: 3 clusters Score -6714694 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -6714741.000000 Penalty: 1073.937012
	Iteration 42Q: 3 clusters Score -6714741 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -6714748.500000 Penalty: 1073.937012
	Iteration 43Q: 3 clusters Score -6714748 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
Score: -6714762.000000 Penalty: 1073.937012
	Iteration 44Q: 3 clusters Score -6714762 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -6714762.000000 Penalty: 1073.937012
	Iteration 45Q: 3 clusters Score -6714762 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -6714734.500000 Penalty: 1073.937012
	Iteration 46Q: 3 clusters Score -6714734 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -6714769.500000 Penalty: 1073.937012
	Iteration 47Q: 3 clusters Score -6714770 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -6714774.500000 Penalty: 1073.937012
	Iteration 48Q: 3 clusters Score -6714774 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -6714799.500000 Penalty: 1073.937012
	Iteration 49Q: 3 clusters Score -6714800 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -6714799.000000 Penalty: 1073.937012
	Iteration 50Q: 3 clusters Score -6714799 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -6714787.500000 Penalty: 1073.937012
	Iteration 51Q: 3 clusters Score -6714788 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -6714756.000000 Penalty: 1073.937012
	Iteration 52Q: 3 clusters Score -6714756 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70123 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -6714760.500000 Penalty: 1073.937012
	Iteration 53Q: 3 clusters Score -6714760 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -6714778.500000 Penalty: 1073.937012
	Iteration 54Q: 3 clusters Score -6714778 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -6714790.500000 Penalty: 1073.937012
	Iteration 55Q: 3 clusters Score -6714790 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -6714777.500000 Penalty: 1073.937012
	Iteration 56Q: 3 clusters Score -6714778 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -6714814.500000 Penalty: 1073.937012
	Iteration 57Q: 3 clusters Score -6714814 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -6714812.500000 Penalty: 1073.937012
	Iteration 58Q: 3 clusters Score -6714812 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -6714765.000000 Penalty: 1073.937012
	Iteration 59Q: 3 clusters Score -6714765 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -6714784.500000 Penalty: 1073.937012
	Iteration 60F: 3 clusters Score -6714784 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -6714810.500000 Penalty: 1073.937012
	Iteration 61Q: 3 clusters Score -6714810 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -6714815.500000 Penalty: 1073.937012
	Iteration 62Q: 3 clusters Score -6714816 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -6714816.000000 Penalty: 1073.937012
	Iteration 63Q: 3 clusters Score -6714816 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -6714794.000000 Penalty: 1073.937012
	Iteration 64Q: 3 clusters Score -6714794 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -6714780.000000 Penalty: 1073.937012
	Iteration 65Q: 3 clusters Score -6714780 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -6714782.500000 Penalty: 1073.937012
	Iteration 66Q: 3 clusters Score -6714782 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -6714783.000000 Penalty: 1073.937012
	Iteration 67Q: 3 clusters Score -6714783 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -6714810.000000 Penalty: 1073.937012
	Iteration 68Q: 3 clusters Score -6714810 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -6714835.500000 Penalty: 1073.937012
	Iteration 69Q: 3 clusters Score -6714836 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -6714849.000000 Penalty: 1073.937012
	Iteration 70Q: 3 clusters Score -6714849 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -6714850.500000 Penalty: 1073.937012
	Iteration 71Q: 3 clusters Score -6714850 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -6714892.000000 Penalty: 1073.937012
	Iteration 72Q: 3 clusters Score -6714892 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -6714944.500000 Penalty: 1073.937012
	Iteration 73Q: 3 clusters Score -6714944 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -6714892.000000 Penalty: 1073.937012
	Iteration 74Q: 3 clusters Score -6714892 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -6714858.000000 Penalty: 1073.937012
	Iteration 75Q: 3 clusters Score -6714858 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -6714787.000000 Penalty: 1073.937012
	Iteration 76Q: 3 clusters Score -6714787 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -6714753.500000 Penalty: 1073.937012
	Iteration 77Q: 3 clusters Score -6714754 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88179 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -6714685.500000 Penalty: 1073.937012
	Iteration 78Q: 3 clusters Score -6714686 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -6714623.000000 Penalty: 1073.937012
	Iteration 79Q: 3 clusters Score -6714623 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -6714597.000000 Penalty: 1073.937012
	Iteration 80F: 3 clusters Score -6714597 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -6714461.000000 Penalty: 1073.937012
	Iteration 81Q: 3 clusters Score -6714461 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -6714373.500000 Penalty: 1073.937012
	Iteration 82Q: 3 clusters Score -6714374 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95157 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -6714340.000000 Penalty: 1073.937012
	Iteration 83Q: 3 clusters Score -6714340 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -6714266.000000 Penalty: 1073.937012
	Iteration 84Q: 3 clusters Score -6714266 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -6714180.500000 Penalty: 1073.937012
	Iteration 85Q: 3 clusters Score -6714180 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -6714141.000000 Penalty: 1073.937012
	Iteration 86Q: 3 clusters Score -6714141 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -6714032.000000 Penalty: 1073.937012
	Iteration 87Q: 3 clusters Score -6714032 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102228 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -6713945.500000 Penalty: 1073.937012
	Iteration 88Q: 3 clusters Score -6713946 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103620 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -6713940.000000 Penalty: 1073.937012
	Iteration 89Q: 3 clusters Score -6713940 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -6713775.000000 Penalty: 1073.937012
	Iteration 90Q: 3 clusters Score -6713775 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106138 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -6713725.500000 Penalty: 1073.937012
	Iteration 91Q: 3 clusters Score -6713726 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107249 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -6713711.000000 Penalty: 1073.937012
	Iteration 92Q: 3 clusters Score -6713711 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -6713692.000000 Penalty: 1073.937012
	Iteration 93Q: 3 clusters Score -6713692 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109333 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -6713670.000000 Penalty: 1073.937012
	Iteration 94Q: 3 clusters Score -6713670 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110360 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -6713628.000000 Penalty: 1073.937012
	Iteration 95Q: 3 clusters Score -6713628 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6713554.500000 Penalty: 1073.937012
	Iteration 96Q: 3 clusters Score -6713554 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112383 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -6713516.500000 Penalty: 1073.937012
	Iteration 97Q: 3 clusters Score -6713516 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113367 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -6713496.500000 Penalty: 1073.937012
	Iteration 98Q: 3 clusters Score -6713496 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114177 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -6713483.500000 Penalty: 1073.937012
	Iteration 99Q: 3 clusters Score -6713484 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114969 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -6713383.000000 Penalty: 1073.937012
	Iteration 100F: 3 clusters Score -6713383 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115838 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -6713391.500000 Penalty: 1073.937012
	Iteration 101Q: 3 clusters Score -6713392 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116744 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -6713453.000000 Penalty: 1073.937012
	Iteration 102Q: 3 clusters Score -6713453 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117612 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -6713442.500000 Penalty: 1073.937012
	Iteration 103Q: 3 clusters Score -6713442 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118380 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -6713474.500000 Penalty: 1073.937012
	Iteration 104Q: 3 clusters Score -6713474 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119119 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -6713446.000000 Penalty: 1073.937012
	Iteration 105Q: 3 clusters Score -6713446 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119891 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -6713449.000000 Penalty: 1073.937012
	Iteration 106Q: 3 clusters Score -6713449 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120633 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -6713380.500000 Penalty: 1073.937012
	Iteration 107Q: 3 clusters Score -6713380 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121269 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -6713293.000000 Penalty: 1073.937012
	Iteration 108Q: 3 clusters Score -6713293 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121838 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -6713296.000000 Penalty: 1073.937012
	Iteration 109Q: 3 clusters Score -6713296 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122406 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -6713288.500000 Penalty: 1073.937012
	Iteration 110Q: 3 clusters Score -6713288 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123041 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -6713309.000000 Penalty: 1073.937012
	Iteration 111Q: 3 clusters Score -6713309 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123736 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -6713319.000000 Penalty: 1073.937012
	Iteration 112Q: 3 clusters Score -6713319 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124441 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -6713393.500000 Penalty: 1073.937012
	Iteration 113Q: 3 clusters Score -6713394 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125078 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -6713421.500000 Penalty: 1073.937012
	Iteration 114Q: 3 clusters Score -6713422 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125711 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -6713432.000000 Penalty: 1073.937012
	Iteration 115Q: 3 clusters Score -6713432 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -6713420.500000 Penalty: 1073.937012
	Iteration 116Q: 3 clusters Score -6713420 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126736 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -6713452.000000 Penalty: 1073.937012
	Iteration 117Q: 3 clusters Score -6713452 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127316 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -6713410.000000 Penalty: 1073.937012
	Iteration 118Q: 3 clusters Score -6713410 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127837 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -6713411.500000 Penalty: 1073.937012
	Iteration 119Q: 3 clusters Score -6713412 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128424 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -6713345.500000 Penalty: 1073.937012
	Iteration 120F: 3 clusters Score -6713346 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -6713374.500000 Penalty: 1073.937012
	Iteration 121Q: 3 clusters Score -6713374 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129281 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -6713392.500000 Penalty: 1073.937012
	Iteration 122Q: 3 clusters Score -6713392 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129673 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -6713317.000000 Penalty: 1073.937012
	Iteration 123Q: 3 clusters Score -6713317 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129988 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6713361.000000 Penalty: 1073.937012
	Iteration 124Q: 3 clusters Score -6713361 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130388 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6713356.500000 Penalty: 1073.937012
	Iteration 125Q: 3 clusters Score -6713356 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130820 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6713334.000000 Penalty: 1073.937012
	Iteration 126Q: 3 clusters Score -6713334 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131122 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6713326.500000 Penalty: 1073.937012
	Iteration 127Q: 3 clusters Score -6713326 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131403 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6713338.500000 Penalty: 1073.937012
	Iteration 128Q: 3 clusters Score -6713338 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131646 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6713375.000000 Penalty: 1073.937012
	Iteration 129Q: 3 clusters Score -6713375 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131916 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6713402.000000 Penalty: 1073.937012
	Iteration 130Q: 3 clusters Score -6713402 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132134 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6713408.500000 Penalty: 1073.937012
	Iteration 131Q: 3 clusters Score -6713408 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132353 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6713439.000000 Penalty: 1073.937012
	Iteration 132Q: 3 clusters Score -6713439 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132502 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6713418.000000 Penalty: 1073.937012
	Iteration 133Q: 3 clusters Score -6713418 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132652 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6713459.500000 Penalty: 1073.937012
	Iteration 134Q: 3 clusters Score -6713460 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132775 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6713484.000000 Penalty: 1073.937012
	Iteration 135Q: 3 clusters Score -6713484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132831 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6713492.500000 Penalty: 1073.937012
	Iteration 136Q: 3 clusters Score -6713492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132903 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6713487.500000 Penalty: 1073.937012
	Iteration 137Q: 3 clusters Score -6713488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132963 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6713505.000000 Penalty: 1073.937012
	Iteration 138Q: 3 clusters Score -6713505 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133003 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6713515.500000 Penalty: 1073.937012
	Iteration 139Q: 3 clusters Score -6713516 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133052 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6713509.500000 Penalty: 1073.937012
	Iteration 140F: 3 clusters Score -6713510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133074 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6713511.500000 Penalty: 1073.937012
	Iteration 141Q: 3 clusters Score -6713512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133094 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6713516.000000 Penalty: 1073.937012
	Iteration 142Q: 3 clusters Score -6713516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133109 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6713510.500000 Penalty: 1073.937012
	Iteration 143Q: 3 clusters Score -6713510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133122 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6713518.000000 Penalty: 1073.937012
	Iteration 144Q: 3 clusters Score -6713518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6713508.500000 Penalty: 1073.937012
	Iteration 145Q: 3 clusters Score -6713508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133147 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6713504.000000 Penalty: 1073.937012
	Iteration 146Q: 3 clusters Score -6713504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133151 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6713502.500000 Penalty: 1073.937012
	Iteration 147Q: 3 clusters Score -6713502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133169 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6713505.000000 Penalty: 1073.937012
	Iteration 148Q: 3 clusters Score -6713505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133172 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6713503.500000 Penalty: 1073.937012
	Iteration 149Q: 3 clusters Score -6713504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133183 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6713504.500000 Penalty: 1073.937012
	Iteration 150Q: 3 clusters Score -6713504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133185 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6713509.500000 Penalty: 1073.937012
	Iteration 151Q: 3 clusters Score -6713510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133186 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6713508.000000 Penalty: 1073.937012
	Iteration 152Q: 3 clusters Score -6713508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133186 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6713508.000000 Penalty: 1073.937012
	Iteration 153F: 3 clusters Score -6713508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -12868.830078 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -12868.83 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 135 members 
Entering Unmasked Estep 
Score: -12531.221680 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -12531.22 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12651.926758 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -12651.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12734.864258 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -12734.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12786.368164 Penalty: 508.779846
	Iteration 3F: 3 clusters Score -12786.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12791.412109 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -12791.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12811.685547 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -12811.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12816.267578 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -12816.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12816.692383 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -12816.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12816.692383 Penalty: 508.779846
	Iteration 8F: 3 clusters Score -12816.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -27666.873047 Penalty: 287.921112
	Iteration 0F: 2 clusters Score -27666.87 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: -27158.599609 Penalty: 575.842224
	Iteration 0F: 3 clusters Score -27158.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27373.720703 Penalty: 575.842224
	Iteration 1F: 3 clusters Score -27373.72 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27450.093750 Penalty: 575.842224
	Iteration 2F: 3 clusters Score -27450.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27493.746094 Penalty: 575.842224
	Iteration 3F: 3 clusters Score -27493.75 nChanged 22
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: -27520.097656 Penalty: 575.842224
	Iteration 4Q: 3 clusters Score -27520.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27539.146484 Penalty: 575.842224
	Iteration 5Q: 3 clusters Score -27539.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27546.750000 Penalty: 575.842224
	Iteration 6Q: 3 clusters Score -27546.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27557.166016 Penalty: 575.842224
	Iteration 7Q: 3 clusters Score -27557.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27574.888672 Penalty: 575.842224
	Iteration 8Q: 3 clusters Score -27574.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27590.941406 Penalty: 575.842224
	Iteration 9Q: 3 clusters Score -27590.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27613.917969 Penalty: 575.842224
	Iteration 10Q: 3 clusters Score -27613.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27624.250000 Penalty: 575.842224
	Iteration 11Q: 3 clusters Score -27624.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27626.546875 Penalty: 575.842224
	Iteration 12Q: 3 clusters Score -27626.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27627.705078 Penalty: 575.842224
	Iteration 13Q: 3 clusters Score -27627.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27629.580078 Penalty: 575.842224
	Iteration 14Q: 3 clusters Score -27629.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27636.369141 Penalty: 575.842224
	Iteration 15Q: 3 clusters Score -27636.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27636.369141 Penalty: 575.842224
	Iteration 16F: 3 clusters Score -27636.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -21357.003906 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -21357 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 209 members 
Entering Unmasked Estep 
Score: -20914.500000 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -20914.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21058.634766 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -21058.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21086.019531 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -21086.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21098.468750 Penalty: 553.273926
	Iteration 3Q: 3 clusters Score -21098.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21107.572266 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -21107.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21109.994141 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -21109.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21112.814453 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -21112.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21114.851562 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -21114.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21119.541016 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -21119.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21122.386719 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -21122.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21125.498047 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -21125.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21127.283203 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -21127.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21129.865234 Penalty: 553.273926
	Iteration 12Q: 3 clusters Score -21129.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21131.078125 Penalty: 553.273926
	Iteration 13Q: 3 clusters Score -21131.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21131.580078 Penalty: 553.273926
	Iteration 14Q: 3 clusters Score -21131.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21134.085938 Penalty: 553.273926
	Iteration 15Q: 3 clusters Score -21134.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21140.447266 Penalty: 553.273926
	Iteration 16Q: 3 clusters Score -21140.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21148.066406 Penalty: 553.273926
	Iteration 17Q: 3 clusters Score -21148.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21158.492188 Penalty: 553.273926
	Iteration 18Q: 3 clusters Score -21158.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21172.447266 Penalty: 553.273926
	Iteration 19Q: 3 clusters Score -21172.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21180.335938 Penalty: 553.273926
	Iteration 20F: 3 clusters Score -21180.34 nChanged 6
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: -21190.896484 Penalty: 553.273926
	Iteration 21Q: 3 clusters Score -21190.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21198.705078 Penalty: 553.273926
	Iteration 22Q: 3 clusters Score -21198.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21211.851562 Penalty: 553.273926
	Iteration 23Q: 3 clusters Score -21211.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21222.361328 Penalty: 553.273926
	Iteration 24Q: 3 clusters Score -21222.36 nChanged 6
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: -21231.142578 Penalty: 553.273926
	Iteration 25Q: 3 clusters Score -21231.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21241.431641 Penalty: 553.273926
	Iteration 26Q: 3 clusters Score -21241.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21244.958984 Penalty: 553.273926
	Iteration 27Q: 3 clusters Score -21244.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21249.791016 Penalty: 553.273926
	Iteration 28Q: 3 clusters Score -21249.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21252.546875 Penalty: 553.273926
	Iteration 29Q: 3 clusters Score -21252.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21254.207031 Penalty: 553.273926
	Iteration 30Q: 3 clusters Score -21254.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21254.691406 Penalty: 553.273926
	Iteration 31Q: 3 clusters Score -21254.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21255.279297 Penalty: 553.273926
	Iteration 32Q: 3 clusters Score -21255.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21255.632812 Penalty: 553.273926
	Iteration 33Q: 3 clusters Score -21255.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21255.632812 Penalty: 553.273926
	Iteration 34F: 3 clusters Score -21255.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (6775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Entering Unmasked Estep 
Score: -362491.906250 Penalty: 401.355255
	Iteration 0F: 2 clusters Score -362491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -358035.031250 Penalty: 802.710510
	Iteration 0F: 3 clusters Score -358035 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -359827.218750 Penalty: 802.710510
	Iteration 1F: 3 clusters Score -359827.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -360149.031250 Penalty: 802.710510
	Iteration 2F: 3 clusters Score -360149 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -360642.468750 Penalty: 802.710510
	Iteration 3F: 3 clusters Score -360642.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -361245.062500 Penalty: 802.710510
	Iteration 4F: 3 clusters Score -361245.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -361755.531250 Penalty: 802.710510
	Iteration 5F: 3 clusters Score -361755.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -362013.750000 Penalty: 802.710510
	Iteration 6Q: 3 clusters Score -362013.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -362094.812500 Penalty: 802.710510
	Iteration 7Q: 3 clusters Score -362094.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -362118.531250 Penalty: 802.710510
	Iteration 8Q: 3 clusters Score -362118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -362121.968750 Penalty: 802.710510
	Iteration 9Q: 3 clusters Score -362122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -362123.312500 Penalty: 802.710510
	Iteration 10Q: 3 clusters Score -362123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -362123.312500 Penalty: 802.710510
	Iteration 11F: 3 clusters Score -362123.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -36087.960938 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -36087.96 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 392 members 
Entering Unmasked Estep 
Score: -35423.488281 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -35423.49 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35769.933594 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -35769.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35888.464844 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -35888.46 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35968.109375 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -35968.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -36014.066406 Penalty: 608.640259
	Iteration 4F: 3 clusters Score -36014.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -36042.023438 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -36042.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36053.054688 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -36053.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36064.722656 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -36064.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36073.847656 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -36073.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36082.695312 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -36082.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36086.292969 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -36086.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36087.566406 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -36087.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36088.449219 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -36088.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36089.906250 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -36089.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -36091.765625 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -36091.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36093.613281 Penalty: 608.640259
	Iteration 15Q: 3 clusters Score -36093.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -36094.257812 Penalty: 608.640259
	Iteration 16Q: 3 clusters Score -36094.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36094.878906 Penalty: 608.640259
	Iteration 17Q: 3 clusters Score -36094.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36095.015625 Penalty: 608.640259
	Iteration 18Q: 3 clusters Score -36095.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36095.015625 Penalty: 608.640259
	Iteration 19F: 3 clusters Score -36095.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68187 members 
Mstep: Class 4 contains 21924 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 179645 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216257 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55267 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 94031 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 17059 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19036 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 80685 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121793 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 133791 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 176236 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 978 members 
Mstep: Class 50 contains 10254 members 
Mstep: Class 51 contains 2074 members 
Mstep: Class 52 contains 1182 members 
Mstep: Class 53 contains 182 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 186635 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 404 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6800 members 
Mstep: Class 60 contains 78537 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 111 members 
Mstep: Class 64 contains 133453 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 6775 members 
Mstep: Class 69 contains 852 members 
Mstep: Class 70 contains 447 members 
Mstep: Class 71 contains 243 members 
Mstep: Class 72 contains 770 members 
Mstep: Class 73 contains 129 members 
Mstep: Class 74 contains 356 members 
Entering Unmasked Estep 
Score: -90788000.000000 Penalty: 48792.312500
Splitting cluster 70 changes total score from -90763048.000000 to -90788000.000000
So it's getting split into cluster 74.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 172862 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68187 members 
Mstep: Class 4 contains 21924 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 35070 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216257 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55267 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 94031 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 17059 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 19036 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 80685 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121793 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 133791 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 176236 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 70 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 978 members 
Mstep: Class 50 contains 10254 members 
Mstep: Class 51 contains 2074 members 
Mstep: Class 52 contains 1182 members 
Mstep: Class 53 contains 182 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 186635 members 
Mstep: Class 56 contains 335 members 
Mstep: Class 57 contains 404 members 
Mstep: Class 58 contains 81 members 
Mstep: Class 59 contains 6800 members 
Mstep: Class 60 contains 78537 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 111 members 
Mstep: Class 64 contains 133453 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 560 members 
Mstep: Class 67 contains 437 members 
Mstep: Class 68 contains 6775 members 
Mstep: Class 70 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793040.000000 Penalty: 48792.312500
Iteration 279Q: 75 clusters Score -9.079304e+07 nChanged 18041
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 173159 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68028 members 
Mstep: Class 4 contains 21610 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6547 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 37743 members 
Mstep: Class 9 contains 177663 members 
Mstep: Class 10 contains 38407 members 
Mstep: Class 11 contains 35283 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216189 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 55273 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 94684 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 6052 members 
Mstep: Class 23 contains 17022 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2880 members 
Mstep: Class 26 contains 360 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 2645 members 
Mstep: Class 30 contains 5811 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 19016 members 
Mstep: Class 35 contains 5406 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 84266 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 122138 members 
Mstep: Class 40 contains 677 members 
Mstep: Class 41 contains 134435 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 1221 members 
Mstep: Class 44 contains 171918 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 69 members 
Mstep: Class 47 contains 319 members 
Mstep: Class 48 contains 473 members 
Mstep: Class 49 contains 990 members 
Mstep: Class 50 contains 10071 members 
Mstep: Class 51 contains 2078 members 
Mstep: Class 52 contains 1176 members 
Mstep: Class 53 contains 192 members 
Mstep: Class 54 contains 969 members 
Mstep: Class 55 contains 193139 members 
Mstep: Class 56 contains 332 members 
Mstep: Class 57 contains 387 members 
Mstep: Class 58 contains 82 members 
Mstep: Class 59 contains 6838 members 
Mstep: Class 60 contains 78312 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 140 members 
Mstep: Class 63 contains 110 members 
Mstep: Class 64 contains 130269 members 
Mstep: Class 65 contains 269 members 
Mstep: Class 66 contains 563 members 
Mstep: Class 67 contains 426 members 
Mstep: Class 68 contains 5506 members 
Mstep: Class 69 contains 820 members 
Mstep: Class 70 contains 469 members 
Mstep: Class 71 contains 242 members 
Mstep: Class 72 contains 746 members 
Mstep: Class 73 contains 127 members 
Mstep: Class 74 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796976.000000 Penalty: 48792.312500
Iteration 280F: 75 clusters Score -9.079698e+07 nChanged 27212
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 173396 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 67887 members 
Mstep: Class 4 contains 21315 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6520 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 37210 members 
Mstep: Class 9 contains 184479 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 35466 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216059 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 55232 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 94930 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 16969 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2830 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 2614 members 
Mstep: Class 30 contains 5769 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1292 members 
Mstep: Class 34 contains 18995 members 
Mstep: Class 35 contains 5405 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 86969 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 122125 members 
Mstep: Class 40 contains 676 members 
Mstep: Class 41 contains 135116 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 1214 members 
Mstep: Class 44 contains 165690 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 68 members 
Mstep: Class 47 contains 319 members 
Mstep: Class 48 contains 473 members 
Mstep: Class 49 contains 1008 members 
Mstep: Class 50 contains 9881 members 
Mstep: Class 51 contains 2073 members 
Mstep: Class 52 contains 1163 members 
Mstep: Class 53 contains 199 members 
Mstep: Class 54 contains 973 members 
Mstep: Class 55 contains 195369 members 
Mstep: Class 56 contains 328 members 
Mstep: Class 57 contains 375 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6840 members 
Mstep: Class 60 contains 75721 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 106 members 
Mstep: Class 64 contains 129226 members 
Mstep: Class 65 contains 267 members 
Mstep: Class 66 contains 561 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 4028 members 
Mstep: Class 69 contains 828 members 
Mstep: Class 70 contains 476 members 
Mstep: Class 71 contains 245 members 
Mstep: Class 72 contains 745 members 
Mstep: Class 73 contains 131 members 
Mstep: Class 74 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800296.000000 Penalty: 48792.312500
Iteration 281Q: 75 clusters Score -9.08003e+07 nChanged 26861
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 67806 members 
Mstep: Class 4 contains 21099 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6491 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 36808 members 
Mstep: Class 9 contains 191816 members 
Mstep: Class 10 contains 38399 members 
Mstep: Class 11 contains 35634 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216020 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 967 members 
Mstep: Class 18 contains 55204 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 94973 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 6086 members 
Mstep: Class 23 contains 16920 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2760 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 3986 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 5741 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 18984 members 
Mstep: Class 35 contains 5408 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 90983 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121952 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 135746 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 1210 members 
Mstep: Class 44 contains 159187 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 67 members 
Mstep: Class 47 contains 318 members 
Mstep: Class 48 contains 472 members 
Mstep: Class 49 contains 1018 members 
Mstep: Class 50 contains 9735 members 
Mstep: Class 51 contains 2075 members 
Mstep: Class 52 contains 1152 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 196076 members 
Mstep: Class 56 contains 327 members 
Mstep: Class 57 contains 369 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6835 members 
Mstep: Class 60 contains 73298 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 105 members 
Mstep: Class 64 contains 127902 members 
Mstep: Class 65 contains 267 members 
Mstep: Class 66 contains 563 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 68 contains 2614 members 
Mstep: Class 69 contains 831 members 
Mstep: Class 70 contains 485 members 
Mstep: Class 71 contains 245 members 
Mstep: Class 72 contains 744 members 
Mstep: Class 73 contains 129 members 
Mstep: Class 74 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802160.000000 Penalty: 48792.312500
Iteration 282Q: 75 clusters Score -9.080216e+07 nChanged 29576
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 173836 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 67766 members 
Mstep: Class 4 contains 20918 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 36477 members 
Mstep: Class 9 contains 200619 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 35817 members 
Mstep: Class 12 contains 1923 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216004 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 1477 members 
Mstep: Class 17 contains 969 members 
Mstep: Class 18 contains 55193 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 20 contains 94894 members 
Mstep: Class 21 contains 6172 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 16850 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3985 members 
Mstep: Class 29 contains 2593 members 
Mstep: Class 30 contains 5732 members 
Mstep: Class 31 contains 369 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1285 members 
Mstep: Class 34 contains 18967 members 
Mstep: Class 35 contains 5410 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 95876 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121714 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 136336 members 
Mstep: Class 42 contains 98 members 
Mstep: Class 43 contains 1204 members 
Mstep: Class 44 contains 152395 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 65 members 
Mstep: Class 47 contains 317 members 
Mstep: Class 48 contains 468 members 
Mstep: Class 49 contains 1028 members 
Mstep: Class 50 contains 9513 members 
Mstep: Class 51 contains 2081 members 
Mstep: Class 52 contains 1139 members 
Mstep: Class 53 contains 219 members 
Mstep: Class 54 contains 981 members 
Mstep: Class 55 contains 194695 members 
Mstep: Class 56 contains 327 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6834 members 
Mstep: Class 60 contains 70948 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 104 members 
Mstep: Class 64 contains 126393 members 
Mstep: Class 65 contains 267 members 
Mstep: Class 66 contains 564 members 
Mstep: Class 67 contains 417 members 
Mstep: Class 68 contains 1471 members 
Mstep: Class 69 contains 835 members 
Mstep: Class 70 contains 495 members 
Mstep: Class 71 contains 246 members 
Mstep: Class 72 contains 735 members 
Mstep: Class 73 contains 127 members 
Mstep: Class 74 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 68. Lose 450.988770 but Gain 659.355469
Score: -90802672.000000 Penalty: 48132.957031
Iteration 283Q: 74 clusters Score -9.080267e+07 nChanged 32543
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174002 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 67762 members 
Mstep: Class 4 contains 20745 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6422 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 36222 members 
Mstep: Class 9 contains 210672 members 
Mstep: Class 10 contains 38404 members 
Mstep: Class 11 contains 35995 members 
Mstep: Class 12 contains 1846 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216011 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 1470 members 
Mstep: Class 17 contains 972 members 
Mstep: Class 18 contains 55184 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 94780 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 16785 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2628 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3983 members 
Mstep: Class 29 contains 2602 members 
Mstep: Class 30 contains 5720 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1274 members 
Mstep: Class 34 contains 18960 members 
Mstep: Class 35 contains 5414 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 101789 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121443 members 
Mstep: Class 40 contains 695 members 
Mstep: Class 41 contains 136907 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1200 members 
Mstep: Class 44 contains 145737 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 463 members 
Mstep: Class 49 contains 1036 members 
Mstep: Class 50 contains 9346 members 
Mstep: Class 51 contains 2084 members 
Mstep: Class 52 contains 1127 members 
Mstep: Class 53 contains 225 members 
Mstep: Class 54 contains 988 members 
Mstep: Class 55 contains 191686 members 
Mstep: Class 56 contains 327 members 
Mstep: Class 57 contains 357 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6843 members 
Mstep: Class 60 contains 68592 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 104 members 
Mstep: Class 64 contains 124371 members 
Mstep: Class 65 contains 265 members 
Mstep: Class 66 contains 568 members 
Mstep: Class 67 contains 419 members 
Mstep: Class 69 contains 830 members 
Mstep: Class 70 contains 496 members 
Mstep: Class 71 contains 247 members 
Mstep: Class 72 contains 732 members 
Mstep: Class 73 contains 125 members 
Mstep: Class 74 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804736.000000 Penalty: 48132.957031
Iteration 284Q: 74 clusters Score -9.080474e+07 nChanged 26240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174089 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 67785 members 
Mstep: Class 4 contains 20642 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 35964 members 
Mstep: Class 9 contains 218401 members 
Mstep: Class 10 contains 38415 members 
Mstep: Class 11 contains 36184 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 216006 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 974 members 
Mstep: Class 18 contains 55155 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 20 contains 94611 members 
Mstep: Class 21 contains 5986 members 
Mstep: Class 22 contains 6002 members 
Mstep: Class 23 contains 16707 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2553 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3982 members 
Mstep: Class 29 contains 2604 members 
Mstep: Class 30 contains 5730 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 18948 members 
Mstep: Class 35 contains 5421 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 107042 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 121136 members 
Mstep: Class 40 contains 697 members 
Mstep: Class 41 contains 137501 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1195 members 
Mstep: Class 44 contains 139482 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 1044 members 
Mstep: Class 50 contains 9153 members 
Mstep: Class 51 contains 2085 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 991 members 
Mstep: Class 55 contains 190308 members 
Mstep: Class 56 contains 327 members 
Mstep: Class 57 contains 353 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6847 members 
Mstep: Class 60 contains 66335 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 104 members 
Mstep: Class 64 contains 121831 members 
Mstep: Class 65 contains 265 members 
Mstep: Class 66 contains 573 members 
Mstep: Class 67 contains 421 members 
Mstep: Class 69 contains 826 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 249 members 
Mstep: Class 72 contains 729 members 
Mstep: Class 73 contains 124 members 
Mstep: Class 74 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803944.000000 Penalty: 48132.957031
Iteration 285Q: 74 clusters Score -9.080394e+07 nChanged 23733
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 67799 members 
Mstep: Class 4 contains 20578 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6347 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 35747 members 
Mstep: Class 9 contains 224836 members 
Mstep: Class 10 contains 38414 members 
Mstep: Class 11 contains 36325 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215994 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 975 members 
Mstep: Class 18 contains 55142 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 94400 members 
Mstep: Class 21 contains 5908 members 
Mstep: Class 22 contains 5971 members 
Mstep: Class 23 contains 16653 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3982 members 
Mstep: Class 29 contains 2612 members 
Mstep: Class 30 contains 5748 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1258 members 
Mstep: Class 34 contains 18937 members 
Mstep: Class 35 contains 5429 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 111347 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 120809 members 
Mstep: Class 40 contains 702 members 
Mstep: Class 41 contains 138094 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1193 members 
Mstep: Class 44 contains 133814 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 1051 members 
Mstep: Class 50 contains 8947 members 
Mstep: Class 51 contains 2083 members 
Mstep: Class 52 contains 1108 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 190714 members 
Mstep: Class 56 contains 327 members 
Mstep: Class 57 contains 352 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6842 members 
Mstep: Class 60 contains 64023 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 104 members 
Mstep: Class 64 contains 119152 members 
Mstep: Class 65 contains 266 members 
Mstep: Class 66 contains 576 members 
Mstep: Class 67 contains 421 members 
Mstep: Class 69 contains 821 members 
Mstep: Class 70 contains 502 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 725 members 
Mstep: Class 73 contains 124 members 
Mstep: Class 74 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801960.000000 Penalty: 48132.957031
Iteration 286Q: 74 clusters Score -9.080196e+07 nChanged 22466
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174198 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 67837 members 
Mstep: Class 4 contains 20535 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6293 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 35608 members 
Mstep: Class 9 contains 230513 members 
Mstep: Class 10 contains 38413 members 
Mstep: Class 11 contains 36485 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215958 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 55122 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 94221 members 
Mstep: Class 21 contains 5813 members 
Mstep: Class 22 contains 5928 members 
Mstep: Class 23 contains 16612 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3982 members 
Mstep: Class 29 contains 2612 members 
Mstep: Class 30 contains 5783 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1248 members 
Mstep: Class 34 contains 18926 members 
Mstep: Class 35 contains 5429 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 114722 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 120478 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 138665 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1191 members 
Mstep: Class 44 contains 128313 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 462 members 
Mstep: Class 49 contains 1069 members 
Mstep: Class 50 contains 8837 members 
Mstep: Class 51 contains 2079 members 
Mstep: Class 52 contains 1100 members 
Mstep: Class 53 contains 247 members 
Mstep: Class 54 contains 996 members 
Mstep: Class 55 contains 192644 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 348 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6827 members 
Mstep: Class 60 contains 61881 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 116243 members 
Mstep: Class 65 contains 266 members 
Mstep: Class 66 contains 579 members 
Mstep: Class 67 contains 424 members 
Mstep: Class 69 contains 818 members 
Mstep: Class 70 contains 501 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 725 members 
Mstep: Class 73 contains 121 members 
Mstep: Class 74 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797656.000000 Penalty: 48132.957031
Iteration 287Q: 74 clusters Score -9.079766e+07 nChanged 22192
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174234 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 67873 members 
Mstep: Class 4 contains 20508 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6240 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 35473 members 
Mstep: Class 9 contains 235668 members 
Mstep: Class 10 contains 38413 members 
Mstep: Class 11 contains 36614 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215932 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 978 members 
Mstep: Class 18 contains 55118 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 94108 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 5898 members 
Mstep: Class 23 contains 16573 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2389 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3982 members 
Mstep: Class 29 contains 2607 members 
Mstep: Class 30 contains 5823 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 148 members 
Mstep: Class 33 contains 1240 members 
Mstep: Class 34 contains 18919 members 
Mstep: Class 35 contains 5435 members 
Mstep: Class 36 contains 720 members 
Mstep: Class 37 contains 117528 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 120232 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 139251 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1193 members 
Mstep: Class 44 contains 122711 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 466 members 
Mstep: Class 49 contains 1084 members 
Mstep: Class 50 contains 8571 members 
Mstep: Class 51 contains 2078 members 
Mstep: Class 52 contains 1095 members 
Mstep: Class 53 contains 252 members 
Mstep: Class 54 contains 998 members 
Mstep: Class 55 contains 195837 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 345 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6816 members 
Mstep: Class 60 contains 59840 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 102 members 
Mstep: Class 64 contains 113051 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 579 members 
Mstep: Class 67 contains 425 members 
Mstep: Class 69 contains 814 members 
Mstep: Class 70 contains 501 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 726 members 
Mstep: Class 73 contains 120 members 
Mstep: Class 74 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793656.000000 Penalty: 48132.957031
Iteration 288Q: 74 clusters Score -9.079366e+07 nChanged 21999
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174175 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 67894 members 
Mstep: Class 4 contains 20501 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6166 members 
Mstep: Class 7 contains 1572 members 
Mstep: Class 8 contains 35375 members 
Mstep: Class 9 contains 240602 members 
Mstep: Class 10 contains 38416 members 
Mstep: Class 11 contains 36757 members 
Mstep: Class 12 contains 1525 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215934 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 55092 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 94034 members 
Mstep: Class 21 contains 5634 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 16545 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2336 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3979 members 
Mstep: Class 29 contains 2592 members 
Mstep: Class 30 contains 5861 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1231 members 
Mstep: Class 34 contains 18917 members 
Mstep: Class 35 contains 5441 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 119769 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 119955 members 
Mstep: Class 40 contains 716 members 
Mstep: Class 41 contains 139842 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1193 members 
Mstep: Class 44 contains 117140 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 469 members 
Mstep: Class 49 contains 1097 members 
Mstep: Class 50 contains 8474 members 
Mstep: Class 51 contains 2086 members 
Mstep: Class 52 contains 1087 members 
Mstep: Class 53 contains 257 members 
Mstep: Class 54 contains 1001 members 
Mstep: Class 55 contains 199847 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 343 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6817 members 
Mstep: Class 60 contains 57764 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 100 members 
Mstep: Class 64 contains 109686 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 579 members 
Mstep: Class 67 contains 422 members 
Mstep: Class 69 contains 812 members 
Mstep: Class 70 contains 500 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 725 members 
Mstep: Class 73 contains 119 members 
Mstep: Class 74 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790528.000000 Penalty: 48132.957031
Iteration 289Q: 74 clusters Score -9.079053e+07 nChanged 21779
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174163 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 67950 members 
Mstep: Class 4 contains 20501 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 1573 members 
Mstep: Class 8 contains 35301 members 
Mstep: Class 9 contains 245213 members 
Mstep: Class 10 contains 38426 members 
Mstep: Class 11 contains 36877 members 
Mstep: Class 12 contains 1476 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215915 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 55074 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 93979 members 
Mstep: Class 21 contains 5533 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2266 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3977 members 
Mstep: Class 29 contains 2576 members 
Mstep: Class 30 contains 5899 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1228 members 
Mstep: Class 34 contains 18915 members 
Mstep: Class 35 contains 5439 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 121680 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 119706 members 
Mstep: Class 40 contains 721 members 
Mstep: Class 41 contains 140464 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1194 members 
Mstep: Class 44 contains 111407 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 473 members 
Mstep: Class 49 contains 1114 members 
Mstep: Class 50 contains 8279 members 
Mstep: Class 51 contains 2086 members 
Mstep: Class 52 contains 1081 members 
Mstep: Class 53 contains 263 members 
Mstep: Class 54 contains 1006 members 
Mstep: Class 55 contains 204519 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 345 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6810 members 
Mstep: Class 60 contains 55934 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 100 members 
Mstep: Class 64 contains 106203 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 579 members 
Mstep: Class 67 contains 417 members 
Mstep: Class 69 contains 810 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 723 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787856.000000 Penalty: 48132.957031
Iteration 290Q: 74 clusters Score -9.078786e+07 nChanged 19691
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174162 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 67974 members 
Mstep: Class 4 contains 20609 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 8 contains 35212 members 
Mstep: Class 9 contains 248032 members 
Mstep: Class 10 contains 38436 members 
Mstep: Class 11 contains 36997 members 
Mstep: Class 12 contains 1430 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215919 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1448 members 
Mstep: Class 17 contains 976 members 
Mstep: Class 18 contains 55048 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 93906 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 5782 members 
Mstep: Class 23 contains 16513 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2215 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3976 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 5940 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1222 members 
Mstep: Class 34 contains 18930 members 
Mstep: Class 35 contains 5441 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 123006 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 119448 members 
Mstep: Class 40 contains 723 members 
Mstep: Class 41 contains 141135 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1195 members 
Mstep: Class 44 contains 107249 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 1130 members 
Mstep: Class 50 contains 8080 members 
Mstep: Class 51 contains 2083 members 
Mstep: Class 52 contains 1078 members 
Mstep: Class 53 contains 273 members 
Mstep: Class 54 contains 1009 members 
Mstep: Class 55 contains 209616 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6793 members 
Mstep: Class 60 contains 54160 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 102912 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 579 members 
Mstep: Class 67 contains 418 members 
Mstep: Class 69 contains 808 members 
Mstep: Class 70 contains 498 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 723 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787056.000000 Penalty: 48132.957031
Iteration 291Q: 74 clusters Score -9.078706e+07 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174100 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68015 members 
Mstep: Class 4 contains 20768 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5890 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 8 contains 35111 members 
Mstep: Class 9 contains 248251 members 
Mstep: Class 10 contains 38434 members 
Mstep: Class 11 contains 37136 members 
Mstep: Class 12 contains 1389 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215926 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 976 members 
Mstep: Class 18 contains 55021 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 93765 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 5752 members 
Mstep: Class 23 contains 16478 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2189 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3976 members 
Mstep: Class 29 contains 2554 members 
Mstep: Class 30 contains 5984 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1216 members 
Mstep: Class 34 contains 18944 members 
Mstep: Class 35 contains 5441 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 123229 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 119181 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 141747 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1196 members 
Mstep: Class 44 contains 105169 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 477 members 
Mstep: Class 49 contains 1138 members 
Mstep: Class 50 contains 7954 members 
Mstep: Class 51 contains 2081 members 
Mstep: Class 52 contains 1071 members 
Mstep: Class 53 contains 280 members 
Mstep: Class 54 contains 1013 members 
Mstep: Class 55 contains 215163 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6788 members 
Mstep: Class 60 contains 52645 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 100528 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 580 members 
Mstep: Class 67 contains 416 members 
Mstep: Class 69 contains 806 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 721 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786144.000000 Penalty: 48132.957031
Iteration 292Q: 74 clusters Score -9.078614e+07 nChanged 17148
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174156 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 68004 members 
Mstep: Class 4 contains 20921 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5814 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 8 contains 35007 members 
Mstep: Class 9 contains 246101 members 
Mstep: Class 10 contains 38431 members 
Mstep: Class 11 contains 37265 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215919 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 976 members 
Mstep: Class 18 contains 55024 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 93631 members 
Mstep: Class 21 contains 5299 members 
Mstep: Class 22 contains 5716 members 
Mstep: Class 23 contains 16456 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2179 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3975 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 6014 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1217 members 
Mstep: Class 34 contains 18956 members 
Mstep: Class 35 contains 5444 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 121828 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 118939 members 
Mstep: Class 40 contains 731 members 
Mstep: Class 41 contains 142309 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1199 members 
Mstep: Class 44 contains 104963 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 480 members 
Mstep: Class 49 contains 1143 members 
Mstep: Class 50 contains 7698 members 
Mstep: Class 51 contains 2088 members 
Mstep: Class 52 contains 1068 members 
Mstep: Class 53 contains 290 members 
Mstep: Class 54 contains 1013 members 
Mstep: Class 55 contains 220936 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 348 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6775 members 
Mstep: Class 60 contains 51314 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 99881 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 580 members 
Mstep: Class 67 contains 410 members 
Mstep: Class 69 contains 804 members 
Mstep: Class 70 contains 500 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 718 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90785992.000000 Penalty: 48132.957031
Iteration 293Q: 74 clusters Score -9.078599e+07 nChanged 17048
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174135 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 67965 members 
Mstep: Class 4 contains 21061 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 8 contains 34929 members 
Mstep: Class 9 contains 242321 members 
Mstep: Class 10 contains 38433 members 
Mstep: Class 11 contains 37400 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215891 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 975 members 
Mstep: Class 18 contains 55016 members 
Mstep: Class 19 contains 904 members 
Mstep: Class 20 contains 93491 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 5679 members 
Mstep: Class 23 contains 16436 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 3976 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 6041 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1217 members 
Mstep: Class 34 contains 18962 members 
Mstep: Class 35 contains 5448 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 119965 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 118714 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 142945 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 106301 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 484 members 
Mstep: Class 49 contains 1145 members 
Mstep: Class 50 contains 7580 members 
Mstep: Class 51 contains 2096 members 
Mstep: Class 52 contains 1065 members 
Mstep: Class 53 contains 297 members 
Mstep: Class 54 contains 1012 members 
Mstep: Class 55 contains 226226 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 348 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6771 members 
Mstep: Class 60 contains 49859 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 139 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 100322 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 580 members 
Mstep: Class 67 contains 403 members 
Mstep: Class 69 contains 803 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786080.000000 Penalty: 48132.957031
Iteration 294Q: 74 clusters Score -9.078608e+07 nChanged 17266
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174204 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 67882 members 
Mstep: Class 4 contains 21183 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5650 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 8 contains 34841 members 
Mstep: Class 9 contains 237691 members 
Mstep: Class 10 contains 38427 members 
Mstep: Class 11 contains 37534 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215861 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 976 members 
Mstep: Class 18 contains 55002 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 93383 members 
Mstep: Class 21 contains 5155 members 
Mstep: Class 22 contains 5660 members 
Mstep: Class 23 contains 16418 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2120 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3976 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 6062 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1216 members 
Mstep: Class 34 contains 18964 members 
Mstep: Class 35 contains 5455 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 118263 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 118480 members 
Mstep: Class 40 contains 740 members 
Mstep: Class 41 contains 143588 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1204 members 
Mstep: Class 44 contains 108866 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 494 members 
Mstep: Class 49 contains 1147 members 
Mstep: Class 50 contains 7327 members 
Mstep: Class 51 contains 2106 members 
Mstep: Class 52 contains 1063 members 
Mstep: Class 53 contains 302 members 
Mstep: Class 54 contains 1010 members 
Mstep: Class 55 contains 230561 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 348 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6766 members 
Mstep: Class 60 contains 48388 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 101286 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 399 members 
Mstep: Class 69 contains 802 members 
Mstep: Class 70 contains 500 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786352.000000 Penalty: 48132.957031
Iteration 295Q: 74 clusters Score -9.078635e+07 nChanged 16974
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174176 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 67840 members 
Mstep: Class 4 contains 21247 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5587 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 8 contains 34763 members 
Mstep: Class 9 contains 232916 members 
Mstep: Class 10 contains 38422 members 
Mstep: Class 11 contains 37681 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215831 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 54995 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 93322 members 
Mstep: Class 21 contains 5074 members 
Mstep: Class 22 contains 5679 members 
Mstep: Class 23 contains 16409 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2090 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3976 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 6077 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1215 members 
Mstep: Class 34 contains 18956 members 
Mstep: Class 35 contains 5452 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 116744 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 118245 members 
Mstep: Class 40 contains 742 members 
Mstep: Class 41 contains 144199 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 112290 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 501 members 
Mstep: Class 49 contains 1149 members 
Mstep: Class 50 contains 7112 members 
Mstep: Class 51 contains 2115 members 
Mstep: Class 52 contains 1061 members 
Mstep: Class 53 contains 305 members 
Mstep: Class 54 contains 1010 members 
Mstep: Class 55 contains 233683 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6770 members 
Mstep: Class 60 contains 46947 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 102510 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 397 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 498 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786584.000000 Penalty: 48132.957031
Iteration 296Q: 74 clusters Score -9.078658e+07 nChanged 15619
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174233 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 67760 members 
Mstep: Class 4 contains 21231 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 8 contains 34696 members 
Mstep: Class 9 contains 228395 members 
Mstep: Class 10 contains 38410 members 
Mstep: Class 11 contains 37806 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215815 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 978 members 
Mstep: Class 18 contains 55007 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 93336 members 
Mstep: Class 21 contains 4989 members 
Mstep: Class 22 contains 5700 members 
Mstep: Class 23 contains 16384 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2065 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3975 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1215 members 
Mstep: Class 34 contains 18958 members 
Mstep: Class 35 contains 5457 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 115878 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 118071 members 
Mstep: Class 40 contains 746 members 
Mstep: Class 41 contains 144783 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1205 members 
Mstep: Class 44 contains 116314 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 502 members 
Mstep: Class 49 contains 1150 members 
Mstep: Class 50 contains 6858 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 1062 members 
Mstep: Class 53 contains 310 members 
Mstep: Class 54 contains 1011 members 
Mstep: Class 55 contains 235150 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6768 members 
Mstep: Class 60 contains 45503 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 103810 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 394 members 
Mstep: Class 69 contains 795 members 
Mstep: Class 70 contains 498 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786816.000000 Penalty: 48132.957031
Iteration 297Q: 74 clusters Score -9.078682e+07 nChanged 13947
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174252 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 67650 members 
Mstep: Class 4 contains 21141 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 34604 members 
Mstep: Class 9 contains 225101 members 
Mstep: Class 10 contains 38400 members 
Mstep: Class 11 contains 37947 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215779 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 979 members 
Mstep: Class 18 contains 55037 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93380 members 
Mstep: Class 21 contains 4915 members 
Mstep: Class 22 contains 5711 members 
Mstep: Class 23 contains 16373 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3975 members 
Mstep: Class 29 contains 2567 members 
Mstep: Class 30 contains 6102 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1215 members 
Mstep: Class 34 contains 18965 members 
Mstep: Class 35 contains 5457 members 
Mstep: Class 36 contains 719 members 
Mstep: Class 37 contains 115239 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 117899 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 145357 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 120562 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 500 members 
Mstep: Class 49 contains 1150 members 
Mstep: Class 50 contains 6684 members 
Mstep: Class 51 contains 2132 members 
Mstep: Class 52 contains 1060 members 
Mstep: Class 53 contains 313 members 
Mstep: Class 54 contains 1014 members 
Mstep: Class 55 contains 234969 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6768 members 
Mstep: Class 60 contains 44116 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 105073 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 392 members 
Mstep: Class 69 contains 796 members 
Mstep: Class 70 contains 498 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90788296.000000 Penalty: 48132.957031
Iteration 298Q: 74 clusters Score -9.07883e+07 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174238 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 67551 members 
Mstep: Class 4 contains 20999 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5431 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 34506 members 
Mstep: Class 9 contains 222843 members 
Mstep: Class 10 contains 38395 members 
Mstep: Class 11 contains 38092 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215768 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 980 members 
Mstep: Class 18 contains 55056 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 93450 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 16365 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 2015 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3975 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 6102 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1215 members 
Mstep: Class 34 contains 18974 members 
Mstep: Class 35 contains 5454 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 114999 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 117761 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 145889 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 124708 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 497 members 
Mstep: Class 49 contains 1150 members 
Mstep: Class 50 contains 6547 members 
Mstep: Class 51 contains 2132 members 
Mstep: Class 52 contains 1060 members 
Mstep: Class 53 contains 314 members 
Mstep: Class 54 contains 1014 members 
Mstep: Class 55 contains 233422 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6766 members 
Mstep: Class 60 contains 42676 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 106407 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 390 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790024.000000 Penalty: 48132.957031
Iteration 299Q: 74 clusters Score -9.079002e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 174273 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 67471 members 
Mstep: Class 4 contains 20858 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 34418 members 
Mstep: Class 9 contains 221490 members 
Mstep: Class 10 contains 38393 members 
Mstep: Class 11 contains 38230 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215745 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 981 members 
Mstep: Class 18 contains 55058 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 93488 members 
Mstep: Class 21 contains 4782 members 
Mstep: Class 22 contains 5716 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1979 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3975 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1214 members 
Mstep: Class 34 contains 18971 members 
Mstep: Class 35 contains 5449 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 115126 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 117635 members 
Mstep: Class 40 contains 754 members 
Mstep: Class 41 contains 146443 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 1200 members 
Mstep: Class 44 contains 128586 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 495 members 
Mstep: Class 49 contains 1150 members 
Mstep: Class 50 contains 6390 members 
Mstep: Class 51 contains 2133 members 
Mstep: Class 52 contains 1059 members 
Mstep: Class 53 contains 314 members 
Mstep: Class 54 contains 1015 members 
Mstep: Class 55 contains 230941 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6767 members 
Mstep: Class 60 contains 41209 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 107744 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 390 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 498 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793520.000000 Penalty: 48132.957031
Iteration 300F: 74 clusters Score -9.079352e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174319 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 67362 members 
Mstep: Class 4 contains 20734 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5335 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 34309 members 
Mstep: Class 9 contains 221123 members 
Mstep: Class 10 contains 38388 members 
Mstep: Class 11 contains 38364 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215727 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 981 members 
Mstep: Class 18 contains 55054 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 93506 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 5720 members 
Mstep: Class 23 contains 16325 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1952 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3975 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 6092 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1214 members 
Mstep: Class 34 contains 18973 members 
Mstep: Class 35 contains 5442 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 120444 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 117500 members 
Mstep: Class 40 contains 754 members 
Mstep: Class 41 contains 146971 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1200 members 
Mstep: Class 44 contains 131839 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 497 members 
Mstep: Class 49 contains 1151 members 
Mstep: Class 50 contains 6188 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 1058 members 
Mstep: Class 53 contains 314 members 
Mstep: Class 54 contains 1016 members 
Mstep: Class 55 contains 227904 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6763 members 
Mstep: Class 60 contains 39791 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 104131 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 391 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 498 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795488.000000 Penalty: 48132.957031
Iteration 301Q: 74 clusters Score -9.079549e+07 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174309 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 67248 members 
Mstep: Class 4 contains 20607 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5277 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 34166 members 
Mstep: Class 9 contains 221881 members 
Mstep: Class 10 contains 38387 members 
Mstep: Class 11 contains 38485 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215700 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 982 members 
Mstep: Class 18 contains 55045 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 93514 members 
Mstep: Class 21 contains 4666 members 
Mstep: Class 22 contains 5727 members 
Mstep: Class 23 contains 16316 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3975 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 6081 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1214 members 
Mstep: Class 34 contains 18972 members 
Mstep: Class 35 contains 5434 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 125441 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 117298 members 
Mstep: Class 40 contains 754 members 
Mstep: Class 41 contains 147588 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1200 members 
Mstep: Class 44 contains 134528 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 503 members 
Mstep: Class 49 contains 1152 members 
Mstep: Class 50 contains 6060 members 
Mstep: Class 51 contains 2129 members 
Mstep: Class 52 contains 1058 members 
Mstep: Class 53 contains 314 members 
Mstep: Class 54 contains 1017 members 
Mstep: Class 55 contains 224609 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6762 members 
Mstep: Class 60 contains 38461 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 100482 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 392 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797648.000000 Penalty: 48132.957031
Iteration 302Q: 74 clusters Score -9.079765e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174314 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 67129 members 
Mstep: Class 4 contains 20486 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5216 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 34028 members 
Mstep: Class 9 contains 223019 members 
Mstep: Class 10 contains 38382 members 
Mstep: Class 11 contains 38619 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215673 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1409 members 
Mstep: Class 17 contains 982 members 
Mstep: Class 18 contains 55040 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93499 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 16311 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1861 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3975 members 
Mstep: Class 29 contains 2575 members 
Mstep: Class 30 contains 6078 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18977 members 
Mstep: Class 35 contains 5430 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 130346 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 117112 members 
Mstep: Class 40 contains 754 members 
Mstep: Class 41 contains 148184 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1200 members 
Mstep: Class 44 contains 136416 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 508 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 5845 members 
Mstep: Class 51 contains 2128 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 315 members 
Mstep: Class 54 contains 1018 members 
Mstep: Class 55 contains 221772 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6763 members 
Mstep: Class 60 contains 37417 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 96658 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 392 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799296.000000 Penalty: 48132.957031
Iteration 303Q: 74 clusters Score -9.07993e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174205 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 67076 members 
Mstep: Class 4 contains 20364 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5176 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 33900 members 
Mstep: Class 9 contains 224325 members 
Mstep: Class 10 contains 38380 members 
Mstep: Class 11 contains 38752 members 
Mstep: Class 12 contains 1343 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215672 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 981 members 
Mstep: Class 18 contains 55021 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 93461 members 
Mstep: Class 21 contains 4563 members 
Mstep: Class 22 contains 5759 members 
Mstep: Class 23 contains 16304 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1814 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 6069 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18983 members 
Mstep: Class 35 contains 5425 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 134869 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 116908 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 148762 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1200 members 
Mstep: Class 44 contains 137758 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 513 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 5774 members 
Mstep: Class 51 contains 2130 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 317 members 
Mstep: Class 54 contains 1018 members 
Mstep: Class 55 contains 219372 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6762 members 
Mstep: Class 60 contains 36454 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 93006 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 390 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800336.000000 Penalty: 48132.957031
Iteration 304Q: 74 clusters Score -9.080034e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174197 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66998 members 
Mstep: Class 4 contains 20265 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 33775 members 
Mstep: Class 9 contains 225731 members 
Mstep: Class 10 contains 38377 members 
Mstep: Class 11 contains 38894 members 
Mstep: Class 12 contains 1364 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215683 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1413 members 
Mstep: Class 17 contains 981 members 
Mstep: Class 18 contains 55005 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93408 members 
Mstep: Class 21 contains 4509 members 
Mstep: Class 22 contains 5766 members 
Mstep: Class 23 contains 16293 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1765 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 6059 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18980 members 
Mstep: Class 35 contains 5419 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 138894 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 116695 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 149332 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1200 members 
Mstep: Class 44 contains 138543 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 517 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 5568 members 
Mstep: Class 51 contains 2128 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1019 members 
Mstep: Class 55 contains 217615 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 35641 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 89558 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 388 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800448.000000 Penalty: 48132.957031
Iteration 305Q: 74 clusters Score -9.080045e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174202 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66939 members 
Mstep: Class 4 contains 20179 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 1575 members 
Mstep: Class 8 contains 33668 members 
Mstep: Class 9 contains 227337 members 
Mstep: Class 10 contains 38373 members 
Mstep: Class 11 contains 39050 members 
Mstep: Class 12 contains 1396 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215674 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 982 members 
Mstep: Class 18 contains 54989 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93390 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 5759 members 
Mstep: Class 23 contains 16272 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1733 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2590 members 
Mstep: Class 30 contains 6054 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18973 members 
Mstep: Class 35 contains 5418 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 142378 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 116485 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 149820 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1200 members 
Mstep: Class 44 contains 138843 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 522 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 5380 members 
Mstep: Class 51 contains 2129 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1020 members 
Mstep: Class 55 contains 216417 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 34964 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 86203 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 387 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800096.000000 Penalty: 48132.957031
Iteration 306Q: 74 clusters Score -9.08001e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174101 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66911 members 
Mstep: Class 4 contains 20128 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5087 members 
Mstep: Class 7 contains 1577 members 
Mstep: Class 8 contains 33522 members 
Mstep: Class 9 contains 228627 members 
Mstep: Class 10 contains 38375 members 
Mstep: Class 11 contains 39204 members 
Mstep: Class 12 contains 1423 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215690 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 983 members 
Mstep: Class 18 contains 54989 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 93369 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 5755 members 
Mstep: Class 23 contains 16232 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 6051 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18967 members 
Mstep: Class 35 contains 5411 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 145479 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 116305 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 150261 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 138836 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 523 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 5248 members 
Mstep: Class 51 contains 2130 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1021 members 
Mstep: Class 55 contains 215869 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 34526 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 83001 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799536.000000 Penalty: 48132.957031
Iteration 307Q: 74 clusters Score -9.079954e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174087 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66869 members 
Mstep: Class 4 contains 20070 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5062 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 33389 members 
Mstep: Class 9 contains 229725 members 
Mstep: Class 10 contains 38373 members 
Mstep: Class 11 contains 39355 members 
Mstep: Class 12 contains 1447 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215700 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1409 members 
Mstep: Class 17 contains 983 members 
Mstep: Class 18 contains 54984 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 93365 members 
Mstep: Class 21 contains 4357 members 
Mstep: Class 22 contains 5748 members 
Mstep: Class 23 contains 16189 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1663 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 6054 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18970 members 
Mstep: Class 35 contains 5408 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 147918 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 116139 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 150707 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 138604 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 521 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 5060 members 
Mstep: Class 51 contains 2127 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1020 members 
Mstep: Class 55 contains 215968 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 34237 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 80029 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90798952.000000 Penalty: 48132.957031
Iteration 308Q: 74 clusters Score -9.079895e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174064 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66819 members 
Mstep: Class 4 contains 19999 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5038 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 33248 members 
Mstep: Class 9 contains 230385 members 
Mstep: Class 10 contains 38371 members 
Mstep: Class 11 contains 39513 members 
Mstep: Class 12 contains 1469 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215703 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1407 members 
Mstep: Class 17 contains 984 members 
Mstep: Class 18 contains 54992 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 93354 members 
Mstep: Class 21 contains 4311 members 
Mstep: Class 22 contains 5747 members 
Mstep: Class 23 contains 16153 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 6062 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18966 members 
Mstep: Class 35 contains 5407 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 149765 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 116000 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 151083 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 138405 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 524 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 4968 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1021 members 
Mstep: Class 55 contains 216551 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 34057 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 77412 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90798152.000000 Penalty: 48132.957031
Iteration 309Q: 74 clusters Score -9.079815e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174142 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66820 members 
Mstep: Class 4 contains 19929 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 5001 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 33084 members 
Mstep: Class 9 contains 230683 members 
Mstep: Class 10 contains 38374 members 
Mstep: Class 11 contains 39673 members 
Mstep: Class 12 contains 1494 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215682 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1407 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 54999 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 93354 members 
Mstep: Class 21 contains 4287 members 
Mstep: Class 22 contains 5748 members 
Mstep: Class 23 contains 16114 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1619 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2576 members 
Mstep: Class 30 contains 6064 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18962 members 
Mstep: Class 35 contains 5405 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 151460 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 115853 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 151420 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 138374 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 528 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 4704 members 
Mstep: Class 51 contains 2123 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1022 members 
Mstep: Class 55 contains 217416 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 33944 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 74872 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797376.000000 Penalty: 48132.957031
Iteration 310Q: 74 clusters Score -9.079738e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174165 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66831 members 
Mstep: Class 4 contains 19855 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4971 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 32967 members 
Mstep: Class 9 contains 230527 members 
Mstep: Class 10 contains 38370 members 
Mstep: Class 11 contains 39814 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215666 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1406 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 55008 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 93371 members 
Mstep: Class 21 contains 4252 members 
Mstep: Class 22 contains 5749 members 
Mstep: Class 23 contains 16077 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1591 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 6061 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18962 members 
Mstep: Class 35 contains 5405 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 153142 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 115716 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 151759 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 138551 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 529 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 4536 members 
Mstep: Class 51 contains 2122 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 218506 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 33770 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 72326 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797008.000000 Penalty: 48132.957031
Iteration 311Q: 74 clusters Score -9.079701e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174174 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66836 members 
Mstep: Class 4 contains 19791 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 32849 members 
Mstep: Class 9 contains 229985 members 
Mstep: Class 10 contains 38373 members 
Mstep: Class 11 contains 39946 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215644 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1407 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 55003 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 93381 members 
Mstep: Class 21 contains 4227 members 
Mstep: Class 22 contains 5745 members 
Mstep: Class 23 contains 16040 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1558 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2574 members 
Mstep: Class 30 contains 6062 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18958 members 
Mstep: Class 35 contains 5405 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 154797 members 
Mstep: Class 38 contains 245 members 
Mstep: Class 39 contains 115568 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 152118 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 139111 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 531 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 4403 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 219530 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 33598 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 69851 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796544.000000 Penalty: 48132.957031
Iteration 312Q: 74 clusters Score -9.079654e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174171 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66826 members 
Mstep: Class 4 contains 19705 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4929 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 32763 members 
Mstep: Class 9 contains 229132 members 
Mstep: Class 10 contains 38377 members 
Mstep: Class 11 contains 40083 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215617 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1406 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 55009 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 93395 members 
Mstep: Class 21 contains 4213 members 
Mstep: Class 22 contains 5742 members 
Mstep: Class 23 contains 16017 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1521 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 6064 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18953 members 
Mstep: Class 35 contains 5404 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 156605 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 115478 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 152457 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 139850 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 534 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 4288 members 
Mstep: Class 51 contains 2128 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 220643 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6762 members 
Mstep: Class 60 contains 33316 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 67320 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796344.000000 Penalty: 48132.957031
Iteration 313Q: 74 clusters Score -9.079634e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174242 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66787 members 
Mstep: Class 4 contains 19627 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4910 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 32703 members 
Mstep: Class 9 contains 228082 members 
Mstep: Class 10 contains 38372 members 
Mstep: Class 11 contains 40185 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215593 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1406 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 55011 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 93419 members 
Mstep: Class 21 contains 4196 members 
Mstep: Class 22 contains 5737 members 
Mstep: Class 23 contains 15978 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1486 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 6071 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18946 members 
Mstep: Class 35 contains 5409 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 158506 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 115391 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 152814 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 140813 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 540 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 4080 members 
Mstep: Class 51 contains 2128 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 221666 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6762 members 
Mstep: Class 60 contains 33081 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 64750 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795872.000000 Penalty: 48132.957031
Iteration 314Q: 74 clusters Score -9.079587e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174230 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66744 members 
Mstep: Class 4 contains 19526 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4880 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 32647 members 
Mstep: Class 9 contains 226900 members 
Mstep: Class 10 contains 38372 members 
Mstep: Class 11 contains 40294 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215574 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 54996 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 93437 members 
Mstep: Class 21 contains 4191 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 15937 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1448 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3974 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 6076 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18945 members 
Mstep: Class 35 contains 5411 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 160433 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 115333 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 153138 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 142163 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 541 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 4020 members 
Mstep: Class 51 contains 2128 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 222349 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6762 members 
Mstep: Class 60 contains 32783 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 62280 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796280.000000 Penalty: 48132.957031
Iteration 315Q: 74 clusters Score -9.079628e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174255 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66737 members 
Mstep: Class 4 contains 19428 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 8 contains 32588 members 
Mstep: Class 9 contains 225597 members 
Mstep: Class 10 contains 38376 members 
Mstep: Class 11 contains 40393 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215580 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1401 members 
Mstep: Class 17 contains 984 members 
Mstep: Class 18 contains 54992 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 93476 members 
Mstep: Class 21 contains 4174 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 15891 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1402 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3973 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 6073 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18946 members 
Mstep: Class 35 contains 5409 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 162410 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 115255 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 153447 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 143725 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 543 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 3910 members 
Mstep: Class 51 contains 2129 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 222732 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6762 members 
Mstep: Class 60 contains 32493 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 59951 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796856.000000 Penalty: 48132.957031
Iteration 316Q: 74 clusters Score -9.079686e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174337 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66714 members 
Mstep: Class 4 contains 19306 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 32527 members 
Mstep: Class 9 contains 223669 members 
Mstep: Class 10 contains 38375 members 
Mstep: Class 11 contains 40490 members 
Mstep: Class 12 contains 1694 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215605 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1399 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 55005 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 93492 members 
Mstep: Class 21 contains 4155 members 
Mstep: Class 22 contains 5733 members 
Mstep: Class 23 contains 15845 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1356 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 2552 members 
Mstep: Class 30 contains 6073 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18948 members 
Mstep: Class 35 contains 5408 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 164881 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 115138 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 153746 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 145411 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 546 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 3727 members 
Mstep: Class 51 contains 2132 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 222794 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6762 members 
Mstep: Class 60 contains 32267 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 57952 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90798056.000000 Penalty: 48132.957031
Iteration 317Q: 74 clusters Score -9.079806e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174363 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66675 members 
Mstep: Class 4 contains 19196 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 32517 members 
Mstep: Class 9 contains 221124 members 
Mstep: Class 10 contains 38371 members 
Mstep: Class 11 contains 40583 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215641 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1398 members 
Mstep: Class 17 contains 986 members 
Mstep: Class 18 contains 55003 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 93503 members 
Mstep: Class 21 contains 4140 members 
Mstep: Class 22 contains 5733 members 
Mstep: Class 23 contains 15797 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 2546 members 
Mstep: Class 30 contains 6072 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18944 members 
Mstep: Class 35 contains 5405 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 167860 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 114980 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 154052 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 147066 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 553 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 3647 members 
Mstep: Class 51 contains 2128 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 222380 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6762 members 
Mstep: Class 60 contains 31944 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 56610 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799440.000000 Penalty: 48132.957031
Iteration 318Q: 74 clusters Score -9.079944e+07 nChanged 8252
Entering ConstructFrom: 
Score: -90799440.000000 Penalty: 48132.957031
Entering ConstructFrom: 
Trying to split cluster 1 (174366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174366 members 
Entering Unmasked Estep 
Score: -8656934.000000 Penalty: 549.135498
	Iteration 0F: 2 clusters Score -8656934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -8539083.000000 Penalty: 1098.270996
	Iteration 0F: 3 clusters Score -8539083 nChanged 85772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -8593675.000000 Penalty: 1098.270996
	Iteration 1F: 3 clusters Score -8593675 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93120 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -8596953.000000 Penalty: 1098.270996
	Iteration 2Q: 3 clusters Score -8596953 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96804 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -8602285.000000 Penalty: 1098.270996
	Iteration 3F: 3 clusters Score -8602285 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -8610674.000000 Penalty: 1098.270996
	Iteration 4F: 3 clusters Score -8610674 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -8619719.000000 Penalty: 1098.270996
	Iteration 5F: 3 clusters Score -8619719 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -8624810.000000 Penalty: 1098.270996
	Iteration 6F: 3 clusters Score -8624810 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111255 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -8626495.000000 Penalty: 1098.270996
	Iteration 7Q: 3 clusters Score -8626495 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114126 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -8627175.000000 Penalty: 1098.270996
	Iteration 8Q: 3 clusters Score -8627175 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117112 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -8627819.000000 Penalty: 1098.270996
	Iteration 9Q: 3 clusters Score -8627819 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120298 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -8628589.000000 Penalty: 1098.270996
	Iteration 10Q: 3 clusters Score -8628589 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123669 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -8629397.000000 Penalty: 1098.270996
	Iteration 11Q: 3 clusters Score -8629397 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127136 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -8630286.000000 Penalty: 1098.270996
	Iteration 12Q: 3 clusters Score -8630286 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130732 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8631420.000000 Penalty: 1098.270996
	Iteration 13Q: 3 clusters Score -8631420 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -8632559.000000 Penalty: 1098.270996
	Iteration 14Q: 3 clusters Score -8632559 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138309 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -8633894.000000 Penalty: 1098.270996
	Iteration 15Q: 3 clusters Score -8633894 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142208 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -8635487.000000 Penalty: 1098.270996
	Iteration 16Q: 3 clusters Score -8635487 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146145 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -8637310.000000 Penalty: 1098.270996
	Iteration 17Q: 3 clusters Score -8637310 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150006 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -8639204.000000 Penalty: 1098.270996
	Iteration 18Q: 3 clusters Score -8639204 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153732 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -8641156.000000 Penalty: 1098.270996
	Iteration 19Q: 3 clusters Score -8641156 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -8643238.000000 Penalty: 1098.270996
	Iteration 20F: 3 clusters Score -8643238 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160714 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -8645537.000000 Penalty: 1098.270996
	Iteration 21Q: 3 clusters Score -8645537 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163853 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -8648237.000000 Penalty: 1098.270996
	Iteration 22Q: 3 clusters Score -8648237 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166480 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -8650430.000000 Penalty: 1098.270996
	Iteration 23Q: 3 clusters Score -8650430 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168640 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -8652189.000000 Penalty: 1098.270996
	Iteration 24Q: 3 clusters Score -8652189 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170395 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -8653588.000000 Penalty: 1098.270996
	Iteration 25Q: 3 clusters Score -8653588 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171763 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8654634.000000 Penalty: 1098.270996
	Iteration 26Q: 3 clusters Score -8654634 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172773 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8655376.000000 Penalty: 1098.270996
	Iteration 27Q: 3 clusters Score -8655376 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173475 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8655875.000000 Penalty: 1098.270996
	Iteration 28Q: 3 clusters Score -8655875 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8656128.000000 Penalty: 1098.270996
	Iteration 29Q: 3 clusters Score -8656128 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174069 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8656258.000000 Penalty: 1098.270996
	Iteration 30Q: 3 clusters Score -8656258 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174182 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8656342.000000 Penalty: 1098.270996
	Iteration 31Q: 3 clusters Score -8656342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174247 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8656408.000000 Penalty: 1098.270996
	Iteration 32Q: 3 clusters Score -8656408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174272 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8656432.000000 Penalty: 1098.270996
	Iteration 33Q: 3 clusters Score -8656432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174290 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8656443.000000 Penalty: 1098.270996
	Iteration 34Q: 3 clusters Score -8656443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174296 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8656449.000000 Penalty: 1098.270996
	Iteration 35Q: 3 clusters Score -8656449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174298 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8656445.000000 Penalty: 1098.270996
	Iteration 36Q: 3 clusters Score -8656445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174299 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8656453.000000 Penalty: 1098.270996
	Iteration 37Q: 3 clusters Score -8656453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174301 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8656454.000000 Penalty: 1098.270996
	Iteration 38Q: 3 clusters Score -8656454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174304 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8656464.000000 Penalty: 1098.270996
	Iteration 39Q: 3 clusters Score -8656464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174304 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8656464.000000 Penalty: 1098.270996
	Iteration 40F: 3 clusters Score -8656464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Entering Unmasked Estep 
Score: -348884.718750 Penalty: 404.595093
	Iteration 0F: 2 clusters Score -348884.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -344023.812500 Penalty: 809.190186
	Iteration 0F: 3 clusters Score -344023.8 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -346196.750000 Penalty: 809.190186
	Iteration 1F: 3 clusters Score -346196.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -346673.718750 Penalty: 809.190186
	Iteration 2F: 3 clusters Score -346673.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -347144.937500 Penalty: 809.190186
	Iteration 3F: 3 clusters Score -347144.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -347570.656250 Penalty: 809.190186
	Iteration 4F: 3 clusters Score -347570.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -347966.750000 Penalty: 809.190186
	Iteration 5F: 3 clusters Score -347966.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -348254.968750 Penalty: 809.190186
	Iteration 6Q: 3 clusters Score -348255 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -348418.343750 Penalty: 809.190186
	Iteration 7Q: 3 clusters Score -348418.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -348487.437500 Penalty: 809.190186
	Iteration 8Q: 3 clusters Score -348487.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -348537.187500 Penalty: 809.190186
	Iteration 9Q: 3 clusters Score -348537.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -348561.812500 Penalty: 809.190186
	Iteration 10Q: 3 clusters Score -348561.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -348571.843750 Penalty: 809.190186
	Iteration 11Q: 3 clusters Score -348571.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -348576.250000 Penalty: 809.190186
	Iteration 12Q: 3 clusters Score -348576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -348578.625000 Penalty: 809.190186
	Iteration 13Q: 3 clusters Score -348578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -348578.750000 Penalty: 809.190186
	Iteration 14Q: 3 clusters Score -348578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -348580.718750 Penalty: 809.190186
	Iteration 15Q: 3 clusters Score -348580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -348582.875000 Penalty: 809.190186
	Iteration 16Q: 3 clusters Score -348582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -348586.031250 Penalty: 809.190186
	Iteration 17Q: 3 clusters Score -348586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -348588.250000 Penalty: 809.190186
	Iteration 18Q: 3 clusters Score -348588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -348588.250000 Penalty: 809.190186
	Iteration 19F: 3 clusters Score -348588.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (66612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Entering Unmasked Estep 
Score: -3362959.750000 Penalty: 505.352112
	Iteration 0F: 2 clusters Score -3362960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -3318026.500000 Penalty: 1010.704224
	Iteration 0F: 3 clusters Score -3318026 nChanged 32318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -3337504.000000 Penalty: 1010.704224
	Iteration 1F: 3 clusters Score -3337504 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -3338052.000000 Penalty: 1010.704224
	Iteration 2Q: 3 clusters Score -3338052 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -3338552.750000 Penalty: 1010.704224
	Iteration 3Q: 3 clusters Score -3338553 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -3339199.250000 Penalty: 1010.704224
	Iteration 4Q: 3 clusters Score -3339199 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3340100.000000 Penalty: 1010.704224
	Iteration 5Q: 3 clusters Score -3340100 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3341503.500000 Penalty: 1010.704224
	Iteration 6Q: 3 clusters Score -3341504 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3343728.000000 Penalty: 1010.704224
	Iteration 7F: 3 clusters Score -3343728 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3347118.000000 Penalty: 1010.704224
	Iteration 8F: 3 clusters Score -3347118 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3351051.000000 Penalty: 1010.704224
	Iteration 9F: 3 clusters Score -3351051 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3354615.500000 Penalty: 1010.704224
	Iteration 10F: 3 clusters Score -3354616 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -3357304.000000 Penalty: 1010.704224
	Iteration 11Q: 3 clusters Score -3357304 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3359129.750000 Penalty: 1010.704224
	Iteration 12Q: 3 clusters Score -3359130 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3360223.000000 Penalty: 1010.704224
	Iteration 13Q: 3 clusters Score -3360223 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3360900.750000 Penalty: 1010.704224
	Iteration 14Q: 3 clusters Score -3360901 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3361404.500000 Penalty: 1010.704224
	Iteration 15Q: 3 clusters Score -3361404 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3361756.750000 Penalty: 1010.704224
	Iteration 16Q: 3 clusters Score -3361757 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3361971.500000 Penalty: 1010.704224
	Iteration 17Q: 3 clusters Score -3361972 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3362136.500000 Penalty: 1010.704224
	Iteration 18Q: 3 clusters Score -3362136 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3362250.250000 Penalty: 1010.704224
	Iteration 19Q: 3 clusters Score -3362250 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3362306.250000 Penalty: 1010.704224
	Iteration 20F: 3 clusters Score -3362306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3362348.500000 Penalty: 1010.704224
	Iteration 21Q: 3 clusters Score -3362348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3362393.250000 Penalty: 1010.704224
	Iteration 22Q: 3 clusters Score -3362393 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3362422.500000 Penalty: 1010.704224
	Iteration 23Q: 3 clusters Score -3362422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3362446.250000 Penalty: 1010.704224
	Iteration 24Q: 3 clusters Score -3362446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3362472.250000 Penalty: 1010.704224
	Iteration 25Q: 3 clusters Score -3362472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3362492.000000 Penalty: 1010.704224
	Iteration 26Q: 3 clusters Score -3362492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3362505.500000 Penalty: 1010.704224
	Iteration 27Q: 3 clusters Score -3362506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3362517.000000 Penalty: 1010.704224
	Iteration 28Q: 3 clusters Score -3362517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3362529.500000 Penalty: 1010.704224
	Iteration 29Q: 3 clusters Score -3362530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3362532.250000 Penalty: 1010.704224
	Iteration 30Q: 3 clusters Score -3362532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3362534.500000 Penalty: 1010.704224
	Iteration 31Q: 3 clusters Score -3362534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3362534.000000 Penalty: 1010.704224
	Iteration 32Q: 3 clusters Score -3362534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3362532.750000 Penalty: 1010.704224
	Iteration 33Q: 3 clusters Score -3362533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3362535.250000 Penalty: 1010.704224
	Iteration 34Q: 3 clusters Score -3362535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3362538.000000 Penalty: 1010.704224
	Iteration 35Q: 3 clusters Score -3362538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3362539.750000 Penalty: 1010.704224
	Iteration 36Q: 3 clusters Score -3362540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3362537.750000 Penalty: 1010.704224
	Iteration 37Q: 3 clusters Score -3362538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3362539.750000 Penalty: 1010.704224
	Iteration 38Q: 3 clusters Score -3362540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3362540.500000 Penalty: 1010.704224
	Iteration 39Q: 3 clusters Score -3362540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3362540.500000 Penalty: 1010.704224
	Iteration 40F: 3 clusters Score -3362540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3362543.250000 Penalty: 1010.704224
	Iteration 41Q: 3 clusters Score -3362543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3362542.000000 Penalty: 1010.704224
	Iteration 42Q: 3 clusters Score -3362542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3362542.750000 Penalty: 1010.704224
	Iteration 43Q: 3 clusters Score -3362543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3362542.750000 Penalty: 1010.704224
	Iteration 44F: 3 clusters Score -3362543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Entering Unmasked Estep 
Score: -958909.125000 Penalty: 448.513702
	Iteration 0F: 2 clusters Score -958909.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -946184.312500 Penalty: 897.027405
	Iteration 0F: 3 clusters Score -946184.3 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -951301.687500 Penalty: 897.027405
	Iteration 1F: 3 clusters Score -951301.7 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -951592.062500 Penalty: 897.027405
	Iteration 2F: 3 clusters Score -951592.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -951935.875000 Penalty: 897.027405
	Iteration 3Q: 3 clusters Score -951935.9 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -952473.625000 Penalty: 897.027405
	Iteration 4F: 3 clusters Score -952473.6 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -953356.625000 Penalty: 897.027405
	Iteration 5F: 3 clusters Score -953356.6 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -954611.000000 Penalty: 897.027405
	Iteration 6F: 3 clusters Score -954611 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -955881.500000 Penalty: 897.027405
	Iteration 7F: 3 clusters Score -955881.5 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -956766.312500 Penalty: 897.027405
	Iteration 8Q: 3 clusters Score -956766.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -957288.562500 Penalty: 897.027405
	Iteration 9Q: 3 clusters Score -957288.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -957589.000000 Penalty: 897.027405
	Iteration 10Q: 3 clusters Score -957589 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -957773.750000 Penalty: 897.027405
	Iteration 11Q: 3 clusters Score -957773.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -957913.500000 Penalty: 897.027405
	Iteration 12Q: 3 clusters Score -957913.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -958009.750000 Penalty: 897.027405
	Iteration 13Q: 3 clusters Score -958009.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -958084.000000 Penalty: 897.027405
	Iteration 14Q: 3 clusters Score -958084 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -958141.750000 Penalty: 897.027405
	Iteration 15Q: 3 clusters Score -958141.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -958181.125000 Penalty: 897.027405
	Iteration 16Q: 3 clusters Score -958181.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -958217.312500 Penalty: 897.027405
	Iteration 17Q: 3 clusters Score -958217.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -958250.562500 Penalty: 897.027405
	Iteration 18Q: 3 clusters Score -958250.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -958281.687500 Penalty: 897.027405
	Iteration 19Q: 3 clusters Score -958281.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -958308.812500 Penalty: 897.027405
	Iteration 20F: 3 clusters Score -958308.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -958333.375000 Penalty: 897.027405
	Iteration 21Q: 3 clusters Score -958333.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -958364.687500 Penalty: 897.027405
	Iteration 22Q: 3 clusters Score -958364.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -958382.812500 Penalty: 897.027405
	Iteration 23Q: 3 clusters Score -958382.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -958402.125000 Penalty: 897.027405
	Iteration 24Q: 3 clusters Score -958402.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -958424.562500 Penalty: 897.027405
	Iteration 25Q: 3 clusters Score -958424.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -958446.250000 Penalty: 897.027405
	Iteration 26Q: 3 clusters Score -958446.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -958463.000000 Penalty: 897.027405
	Iteration 27Q: 3 clusters Score -958463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -958475.000000 Penalty: 897.027405
	Iteration 28Q: 3 clusters Score -958475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -958484.375000 Penalty: 897.027405
	Iteration 29Q: 3 clusters Score -958484.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -958494.500000 Penalty: 897.027405
	Iteration 30Q: 3 clusters Score -958494.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -958503.250000 Penalty: 897.027405
	Iteration 31Q: 3 clusters Score -958503.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -958510.500000 Penalty: 897.027405
	Iteration 32Q: 3 clusters Score -958510.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -958519.687500 Penalty: 897.027405
	Iteration 33Q: 3 clusters Score -958519.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -958524.375000 Penalty: 897.027405
	Iteration 34Q: 3 clusters Score -958524.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -958530.187500 Penalty: 897.027405
	Iteration 35Q: 3 clusters Score -958530.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -958534.875000 Penalty: 897.027405
	Iteration 36Q: 3 clusters Score -958534.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -958536.625000 Penalty: 897.027405
	Iteration 37Q: 3 clusters Score -958536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -958538.875000 Penalty: 897.027405
	Iteration 38Q: 3 clusters Score -958538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -958539.312500 Penalty: 897.027405
	Iteration 39Q: 3 clusters Score -958539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -958539.750000 Penalty: 897.027405
	Iteration 40F: 3 clusters Score -958539.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -958541.250000 Penalty: 897.027405
	Iteration 41Q: 3 clusters Score -958541.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -958542.125000 Penalty: 897.027405
	Iteration 42Q: 3 clusters Score -958542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -958544.750000 Penalty: 897.027405
	Iteration 43Q: 3 clusters Score -958544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -958548.500000 Penalty: 897.027405
	Iteration 44Q: 3 clusters Score -958548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -958551.812500 Penalty: 897.027405
	Iteration 45Q: 3 clusters Score -958551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -958551.812500 Penalty: 897.027405
	Iteration 46Q: 3 clusters Score -958551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -958551.812500 Penalty: 897.027405
	Iteration 47Q: 3 clusters Score -958551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -958552.250000 Penalty: 897.027405
	Iteration 48Q: 3 clusters Score -958552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -958552.250000 Penalty: 897.027405
	Iteration 49F: 3 clusters Score -958552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -59599.367188 Penalty: 325.853790
	Iteration 0F: 2 clusters Score -59599.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -58631.437500 Penalty: 651.707581
	Iteration 0F: 3 clusters Score -58631.44 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -58930.832031 Penalty: 651.707581
	Iteration 1F: 3 clusters Score -58930.83 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -58986.324219 Penalty: 651.707581
	Iteration 2F: 3 clusters Score -58986.32 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -59047.402344 Penalty: 651.707581
	Iteration 3F: 3 clusters Score -59047.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -59097.292969 Penalty: 651.707581
	Iteration 4F: 3 clusters Score -59097.29 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -59144.570312 Penalty: 651.707581
	Iteration 5F: 3 clusters Score -59144.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -59189.292969 Penalty: 651.707581
	Iteration 6Q: 3 clusters Score -59189.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -59219.410156 Penalty: 651.707581
	Iteration 7Q: 3 clusters Score -59219.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -59241.988281 Penalty: 651.707581
	Iteration 8Q: 3 clusters Score -59241.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -59255.226562 Penalty: 651.707581
	Iteration 9Q: 3 clusters Score -59255.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -59264.253906 Penalty: 651.707581
	Iteration 10Q: 3 clusters Score -59264.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -59272.500000 Penalty: 651.707581
	Iteration 11Q: 3 clusters Score -59272.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -59284.472656 Penalty: 651.707581
	Iteration 12Q: 3 clusters Score -59284.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -59299.433594 Penalty: 651.707581
	Iteration 13Q: 3 clusters Score -59299.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -59307.144531 Penalty: 651.707581
	Iteration 14Q: 3 clusters Score -59307.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -59310.871094 Penalty: 651.707581
	Iteration 15Q: 3 clusters Score -59310.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -59312.472656 Penalty: 651.707581
	Iteration 16Q: 3 clusters Score -59312.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -59314.125000 Penalty: 651.707581
	Iteration 17Q: 3 clusters Score -59314.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -59316.988281 Penalty: 651.707581
	Iteration 18Q: 3 clusters Score -59316.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -59318.921875 Penalty: 651.707581
	Iteration 19Q: 3 clusters Score -59318.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -59321.785156 Penalty: 651.707581
	Iteration 20F: 3 clusters Score -59321.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -59326.468750 Penalty: 651.707581
	Iteration 21Q: 3 clusters Score -59326.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -59330.449219 Penalty: 651.707581
	Iteration 22Q: 3 clusters Score -59330.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -59333.593750 Penalty: 651.707581
	Iteration 23Q: 3 clusters Score -59333.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -59338.679688 Penalty: 651.707581
	Iteration 24Q: 3 clusters Score -59338.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -59341.652344 Penalty: 651.707581
	Iteration 25Q: 3 clusters Score -59341.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -59345.050781 Penalty: 651.707581
	Iteration 26Q: 3 clusters Score -59345.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -59348.628906 Penalty: 651.707581
	Iteration 27Q: 3 clusters Score -59348.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -59350.988281 Penalty: 651.707581
	Iteration 28Q: 3 clusters Score -59350.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -59351.652344 Penalty: 651.707581
	Iteration 29Q: 3 clusters Score -59351.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -59354.570312 Penalty: 651.707581
	Iteration 30Q: 3 clusters Score -59354.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -59354.703125 Penalty: 651.707581
	Iteration 31Q: 3 clusters Score -59354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -59354.957031 Penalty: 651.707581
	Iteration 32Q: 3 clusters Score -59354.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -59354.957031 Penalty: 651.707581
	Iteration 33F: 3 clusters Score -59354.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Entering Unmasked Estep 
Score: -245103.250000 Penalty: 385.864075
	Iteration 0F: 2 clusters Score -245103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -241815.953125 Penalty: 771.728149
	Iteration 0F: 3 clusters Score -241816 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -243091.640625 Penalty: 771.728149
	Iteration 1F: 3 clusters Score -243091.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -243272.703125 Penalty: 771.728149
	Iteration 2F: 3 clusters Score -243272.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -243501.328125 Penalty: 771.728149
	Iteration 3F: 3 clusters Score -243501.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -243744.656250 Penalty: 771.728149
	Iteration 4F: 3 clusters Score -243744.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -243981.765625 Penalty: 771.728149
	Iteration 5F: 3 clusters Score -243981.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -244146.796875 Penalty: 771.728149
	Iteration 6F: 3 clusters Score -244146.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -244214.656250 Penalty: 771.728149
	Iteration 7Q: 3 clusters Score -244214.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -244247.468750 Penalty: 771.728149
	Iteration 8Q: 3 clusters Score -244247.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -244267.406250 Penalty: 771.728149
	Iteration 9Q: 3 clusters Score -244267.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -244279.718750 Penalty: 771.728149
	Iteration 10Q: 3 clusters Score -244279.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -244286.750000 Penalty: 771.728149
	Iteration 11Q: 3 clusters Score -244286.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -244290.375000 Penalty: 771.728149
	Iteration 12Q: 3 clusters Score -244290.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -244293.062500 Penalty: 771.728149
	Iteration 13Q: 3 clusters Score -244293.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -244296.859375 Penalty: 771.728149
	Iteration 14Q: 3 clusters Score -244296.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -244300.500000 Penalty: 771.728149
	Iteration 15Q: 3 clusters Score -244300.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -244304.328125 Penalty: 771.728149
	Iteration 16Q: 3 clusters Score -244304.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -244307.187500 Penalty: 771.728149
	Iteration 17Q: 3 clusters Score -244307.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -244311.281250 Penalty: 771.728149
	Iteration 18Q: 3 clusters Score -244311.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -244315.656250 Penalty: 771.728149
	Iteration 19Q: 3 clusters Score -244315.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -244317.687500 Penalty: 771.728149
	Iteration 20F: 3 clusters Score -244317.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -244319.484375 Penalty: 771.728149
	Iteration 21Q: 3 clusters Score -244319.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -244322.593750 Penalty: 771.728149
	Iteration 22Q: 3 clusters Score -244322.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -244324.578125 Penalty: 771.728149
	Iteration 23Q: 3 clusters Score -244324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -244326.078125 Penalty: 771.728149
	Iteration 24Q: 3 clusters Score -244326.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -244327.312500 Penalty: 771.728149
	Iteration 25Q: 3 clusters Score -244327.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -244329.078125 Penalty: 771.728149
	Iteration 26Q: 3 clusters Score -244329.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -244330.765625 Penalty: 771.728149
	Iteration 27Q: 3 clusters Score -244330.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -244334.000000 Penalty: 771.728149
	Iteration 28Q: 3 clusters Score -244334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -244338.203125 Penalty: 771.728149
	Iteration 29Q: 3 clusters Score -244338.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -244342.437500 Penalty: 771.728149
	Iteration 30Q: 3 clusters Score -244342.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -244345.156250 Penalty: 771.728149
	Iteration 31Q: 3 clusters Score -244345.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -244348.718750 Penalty: 771.728149
	Iteration 32Q: 3 clusters Score -244348.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -244352.187500 Penalty: 771.728149
	Iteration 33Q: 3 clusters Score -244352.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -244356.187500 Penalty: 771.728149
	Iteration 34Q: 3 clusters Score -244356.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -244357.578125 Penalty: 771.728149
	Iteration 35Q: 3 clusters Score -244357.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -244359.406250 Penalty: 771.728149
	Iteration 36Q: 3 clusters Score -244359.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -244360.906250 Penalty: 771.728149
	Iteration 37Q: 3 clusters Score -244360.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -244363.781250 Penalty: 771.728149
	Iteration 38Q: 3 clusters Score -244363.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -244367.703125 Penalty: 771.728149
	Iteration 39Q: 3 clusters Score -244367.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -244371.531250 Penalty: 771.728149
	Iteration 40F: 3 clusters Score -244371.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -244378.375000 Penalty: 771.728149
	Iteration 41Q: 3 clusters Score -244378.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -244385.140625 Penalty: 771.728149
	Iteration 42Q: 3 clusters Score -244385.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -244393.781250 Penalty: 771.728149
	Iteration 43Q: 3 clusters Score -244393.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -244401.687500 Penalty: 771.728149
	Iteration 44Q: 3 clusters Score -244401.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -244410.062500 Penalty: 771.728149
	Iteration 45Q: 3 clusters Score -244410.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -244421.234375 Penalty: 771.728149
	Iteration 46Q: 3 clusters Score -244421.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -244433.515625 Penalty: 771.728149
	Iteration 47Q: 3 clusters Score -244433.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -244449.937500 Penalty: 771.728149
	Iteration 48Q: 3 clusters Score -244449.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -244470.906250 Penalty: 771.728149
	Iteration 49Q: 3 clusters Score -244470.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -244488.640625 Penalty: 771.728149
	Iteration 50Q: 3 clusters Score -244488.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -244504.453125 Penalty: 771.728149
	Iteration 51Q: 3 clusters Score -244504.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -244518.937500 Penalty: 771.728149
	Iteration 52Q: 3 clusters Score -244518.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -244528.625000 Penalty: 771.728149
	Iteration 53Q: 3 clusters Score -244528.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -244538.812500 Penalty: 771.728149
	Iteration 54Q: 3 clusters Score -244538.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -244548.734375 Penalty: 771.728149
	Iteration 55Q: 3 clusters Score -244548.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -244555.234375 Penalty: 771.728149
	Iteration 56Q: 3 clusters Score -244555.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -244559.203125 Penalty: 771.728149
	Iteration 57Q: 3 clusters Score -244559.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -244565.484375 Penalty: 771.728149
	Iteration 58Q: 3 clusters Score -244565.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -244568.859375 Penalty: 771.728149
	Iteration 59Q: 3 clusters Score -244568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -244576.203125 Penalty: 771.728149
	Iteration 60F: 3 clusters Score -244576.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -244588.328125 Penalty: 771.728149
	Iteration 61Q: 3 clusters Score -244588.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -244604.906250 Penalty: 771.728149
	Iteration 62Q: 3 clusters Score -244604.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -244621.125000 Penalty: 771.728149
	Iteration 63Q: 3 clusters Score -244621.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -244635.625000 Penalty: 771.728149
	Iteration 64Q: 3 clusters Score -244635.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -244651.734375 Penalty: 771.728149
	Iteration 65Q: 3 clusters Score -244651.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -244666.312500 Penalty: 771.728149
	Iteration 66Q: 3 clusters Score -244666.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -244678.609375 Penalty: 771.728149
	Iteration 67Q: 3 clusters Score -244678.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -244689.968750 Penalty: 771.728149
	Iteration 68Q: 3 clusters Score -244690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -244697.515625 Penalty: 771.728149
	Iteration 69Q: 3 clusters Score -244697.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -244704.406250 Penalty: 771.728149
	Iteration 70Q: 3 clusters Score -244704.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -244713.062500 Penalty: 771.728149
	Iteration 71Q: 3 clusters Score -244713.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -244721.781250 Penalty: 771.728149
	Iteration 72Q: 3 clusters Score -244721.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -244726.578125 Penalty: 771.728149
	Iteration 73Q: 3 clusters Score -244726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -244728.718750 Penalty: 771.728149
	Iteration 74Q: 3 clusters Score -244728.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -244731.031250 Penalty: 771.728149
	Iteration 75Q: 3 clusters Score -244731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -244733.265625 Penalty: 771.728149
	Iteration 76Q: 3 clusters Score -244733.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -244734.625000 Penalty: 771.728149
	Iteration 77Q: 3 clusters Score -244734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -244736.843750 Penalty: 771.728149
	Iteration 78Q: 3 clusters Score -244736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -244741.703125 Penalty: 771.728149
	Iteration 79Q: 3 clusters Score -244741.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -244749.640625 Penalty: 771.728149
	Iteration 80F: 3 clusters Score -244749.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -244753.375000 Penalty: 771.728149
	Iteration 81Q: 3 clusters Score -244753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -244754.921875 Penalty: 771.728149
	Iteration 82Q: 3 clusters Score -244754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -244755.765625 Penalty: 771.728149
	Iteration 83Q: 3 clusters Score -244755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -244756.890625 Penalty: 771.728149
	Iteration 84Q: 3 clusters Score -244756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -244757.343750 Penalty: 771.728149
	Iteration 85Q: 3 clusters Score -244757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -244757.343750 Penalty: 771.728149
	Iteration 86F: 3 clusters Score -244757.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -76152.570312 Penalty: 335.115692
	Iteration 0F: 2 clusters Score -76152.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -74959.742188 Penalty: 670.231384
	Iteration 0F: 3 clusters Score -74959.74 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -75357.585938 Penalty: 670.231384
	Iteration 1F: 3 clusters Score -75357.59 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -75423.609375 Penalty: 670.231384
	Iteration 2F: 3 clusters Score -75423.61 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -75465.671875 Penalty: 670.231384
	Iteration 3F: 3 clusters Score -75465.67 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -75493.445312 Penalty: 670.231384
	Iteration 4Q: 3 clusters Score -75493.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75518.625000 Penalty: 670.231384
	Iteration 5Q: 3 clusters Score -75518.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -75547.023438 Penalty: 670.231384
	Iteration 6Q: 3 clusters Score -75547.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -75574.570312 Penalty: 670.231384
	Iteration 7Q: 3 clusters Score -75574.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -75595.523438 Penalty: 670.231384
	Iteration 8Q: 3 clusters Score -75595.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -75619.109375 Penalty: 670.231384
	Iteration 9Q: 3 clusters Score -75619.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -75634.031250 Penalty: 670.231384
	Iteration 10Q: 3 clusters Score -75634.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -75647.593750 Penalty: 670.231384
	Iteration 11Q: 3 clusters Score -75647.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -75662.343750 Penalty: 670.231384
	Iteration 12Q: 3 clusters Score -75662.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -75675.609375 Penalty: 670.231384
	Iteration 13Q: 3 clusters Score -75675.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -75696.296875 Penalty: 670.231384
	Iteration 14Q: 3 clusters Score -75696.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -75713.523438 Penalty: 670.231384
	Iteration 15Q: 3 clusters Score -75713.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -75735.164062 Penalty: 670.231384
	Iteration 16Q: 3 clusters Score -75735.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -75752.500000 Penalty: 670.231384
	Iteration 17Q: 3 clusters Score -75752.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -75767.890625 Penalty: 670.231384
	Iteration 18Q: 3 clusters Score -75767.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -75781.781250 Penalty: 670.231384
	Iteration 19Q: 3 clusters Score -75781.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -75786.906250 Penalty: 670.231384
	Iteration 20F: 3 clusters Score -75786.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -75792.078125 Penalty: 670.231384
	Iteration 21Q: 3 clusters Score -75792.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -75797.476562 Penalty: 670.231384
	Iteration 22Q: 3 clusters Score -75797.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -75800.343750 Penalty: 670.231384
	Iteration 23Q: 3 clusters Score -75800.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -75801.742188 Penalty: 670.231384
	Iteration 24Q: 3 clusters Score -75801.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -75803.718750 Penalty: 670.231384
	Iteration 25Q: 3 clusters Score -75803.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -75806.531250 Penalty: 670.231384
	Iteration 26Q: 3 clusters Score -75806.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -75807.945312 Penalty: 670.231384
	Iteration 27Q: 3 clusters Score -75807.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -75809.453125 Penalty: 670.231384
	Iteration 28Q: 3 clusters Score -75809.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -75810.507812 Penalty: 670.231384
	Iteration 29Q: 3 clusters Score -75810.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -75812.531250 Penalty: 670.231384
	Iteration 30Q: 3 clusters Score -75812.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -75814.203125 Penalty: 670.231384
	Iteration 31Q: 3 clusters Score -75814.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -75815.992188 Penalty: 670.231384
	Iteration 32Q: 3 clusters Score -75815.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -75816.992188 Penalty: 670.231384
	Iteration 33Q: 3 clusters Score -75816.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -75818.156250 Penalty: 670.231384
	Iteration 34Q: 3 clusters Score -75818.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -75818.578125 Penalty: 670.231384
	Iteration 35Q: 3 clusters Score -75818.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -75818.757812 Penalty: 670.231384
	Iteration 36Q: 3 clusters Score -75818.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -75819.312500 Penalty: 670.231384
	Iteration 37Q: 3 clusters Score -75819.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -75819.539062 Penalty: 670.231384
	Iteration 38Q: 3 clusters Score -75819.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -75820.125000 Penalty: 670.231384
	Iteration 39Q: 3 clusters Score -75820.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -75820.601562 Penalty: 670.231384
	Iteration 40F: 3 clusters Score -75820.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Entering Unmasked Estep 
Score: -1614144.250000 Penalty: 472.752472
	Iteration 0F: 2 clusters Score -1614144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -1592157.750000 Penalty: 945.504944
	Iteration 0F: 3 clusters Score -1592158 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1601637.000000 Penalty: 945.504944
	Iteration 1F: 3 clusters Score -1601637 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1602139.625000 Penalty: 945.504944
	Iteration 2Q: 3 clusters Score -1602140 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1602735.250000 Penalty: 945.504944
	Iteration 3Q: 3 clusters Score -1602735 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1603598.750000 Penalty: 945.504944
	Iteration 4F: 3 clusters Score -1603599 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1604964.875000 Penalty: 945.504944
	Iteration 5F: 3 clusters Score -1604965 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1606861.000000 Penalty: 945.504944
	Iteration 6F: 3 clusters Score -1606861 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1608443.375000 Penalty: 945.504944
	Iteration 7F: 3 clusters Score -1608443 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1609095.000000 Penalty: 945.504944
	Iteration 8Q: 3 clusters Score -1609095 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1609300.000000 Penalty: 945.504944
	Iteration 9Q: 3 clusters Score -1609300 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1609433.625000 Penalty: 945.504944
	Iteration 10Q: 3 clusters Score -1609434 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1609555.625000 Penalty: 945.504944
	Iteration 11Q: 3 clusters Score -1609556 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1609705.375000 Penalty: 945.504944
	Iteration 12Q: 3 clusters Score -1609705 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1609835.625000 Penalty: 945.504944
	Iteration 13Q: 3 clusters Score -1609836 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1609966.375000 Penalty: 945.504944
	Iteration 14Q: 3 clusters Score -1609966 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1610087.250000 Penalty: 945.504944
	Iteration 15Q: 3 clusters Score -1610087 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1610214.375000 Penalty: 945.504944
	Iteration 16Q: 3 clusters Score -1610214 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1610335.250000 Penalty: 945.504944
	Iteration 17Q: 3 clusters Score -1610335 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1610467.500000 Penalty: 945.504944
	Iteration 18Q: 3 clusters Score -1610468 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1610580.875000 Penalty: 945.504944
	Iteration 19Q: 3 clusters Score -1610581 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1610698.750000 Penalty: 945.504944
	Iteration 20F: 3 clusters Score -1610699 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1610812.625000 Penalty: 945.504944
	Iteration 21Q: 3 clusters Score -1610813 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1610927.125000 Penalty: 945.504944
	Iteration 22Q: 3 clusters Score -1610927 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1611037.125000 Penalty: 945.504944
	Iteration 23Q: 3 clusters Score -1611037 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1611165.250000 Penalty: 945.504944
	Iteration 24Q: 3 clusters Score -1611165 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1611282.375000 Penalty: 945.504944
	Iteration 25Q: 3 clusters Score -1611282 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1611397.250000 Penalty: 945.504944
	Iteration 26Q: 3 clusters Score -1611397 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1611522.500000 Penalty: 945.504944
	Iteration 27Q: 3 clusters Score -1611522 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1611637.375000 Penalty: 945.504944
	Iteration 28Q: 3 clusters Score -1611637 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1611766.750000 Penalty: 945.504944
	Iteration 29Q: 3 clusters Score -1611767 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1611895.750000 Penalty: 945.504944
	Iteration 30Q: 3 clusters Score -1611896 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1612034.625000 Penalty: 945.504944
	Iteration 31Q: 3 clusters Score -1612035 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1612171.625000 Penalty: 945.504944
	Iteration 32Q: 3 clusters Score -1612172 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1612296.625000 Penalty: 945.504944
	Iteration 33Q: 3 clusters Score -1612297 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1612426.000000 Penalty: 945.504944
	Iteration 34Q: 3 clusters Score -1612426 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1612552.875000 Penalty: 945.504944
	Iteration 35Q: 3 clusters Score -1612553 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1612666.125000 Penalty: 945.504944
	Iteration 36Q: 3 clusters Score -1612666 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1612763.000000 Penalty: 945.504944
	Iteration 37Q: 3 clusters Score -1612763 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1612856.625000 Penalty: 945.504944
	Iteration 38Q: 3 clusters Score -1612857 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1612931.875000 Penalty: 945.504944
	Iteration 39Q: 3 clusters Score -1612932 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1613003.375000 Penalty: 945.504944
	Iteration 40F: 3 clusters Score -1613003 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1613080.750000 Penalty: 945.504944
	Iteration 41Q: 3 clusters Score -1613081 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1613147.000000 Penalty: 945.504944
	Iteration 42Q: 3 clusters Score -1613147 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1613186.250000 Penalty: 945.504944
	Iteration 43Q: 3 clusters Score -1613186 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1613221.750000 Penalty: 945.504944
	Iteration 44Q: 3 clusters Score -1613222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1613248.375000 Penalty: 945.504944
	Iteration 45Q: 3 clusters Score -1613248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1613276.000000 Penalty: 945.504944
	Iteration 46Q: 3 clusters Score -1613276 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1613303.375000 Penalty: 945.504944
	Iteration 47Q: 3 clusters Score -1613303 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1613331.375000 Penalty: 945.504944
	Iteration 48Q: 3 clusters Score -1613331 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1613375.000000 Penalty: 945.504944
	Iteration 49Q: 3 clusters Score -1613375 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1613448.875000 Penalty: 945.504944
	Iteration 50Q: 3 clusters Score -1613449 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1613508.000000 Penalty: 945.504944
	Iteration 51Q: 3 clusters Score -1613508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1613542.000000 Penalty: 945.504944
	Iteration 52Q: 3 clusters Score -1613542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1613584.750000 Penalty: 945.504944
	Iteration 53Q: 3 clusters Score -1613585 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1613616.875000 Penalty: 945.504944
	Iteration 54Q: 3 clusters Score -1613617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1613639.500000 Penalty: 945.504944
	Iteration 55Q: 3 clusters Score -1613640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1613662.750000 Penalty: 945.504944
	Iteration 56Q: 3 clusters Score -1613663 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1613684.875000 Penalty: 945.504944
	Iteration 57Q: 3 clusters Score -1613685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1613694.875000 Penalty: 945.504944
	Iteration 58Q: 3 clusters Score -1613695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1613705.625000 Penalty: 945.504944
	Iteration 59Q: 3 clusters Score -1613706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1613717.875000 Penalty: 945.504944
	Iteration 60F: 3 clusters Score -1613718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1613727.875000 Penalty: 945.504944
	Iteration 61Q: 3 clusters Score -1613728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1613737.625000 Penalty: 945.504944
	Iteration 62Q: 3 clusters Score -1613738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1613738.875000 Penalty: 945.504944
	Iteration 63Q: 3 clusters Score -1613739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1613739.000000 Penalty: 945.504944
	Iteration 64Q: 3 clusters Score -1613739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1613739.625000 Penalty: 945.504944
	Iteration 65Q: 3 clusters Score -1613740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1613742.125000 Penalty: 945.504944
	Iteration 66Q: 3 clusters Score -1613742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1613743.375000 Penalty: 945.504944
	Iteration 67Q: 3 clusters Score -1613743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1613743.375000 Penalty: 945.504944
	Iteration 68F: 3 clusters Score -1613743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (217902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217902 members 
Entering Unmasked Estep 
Score: -10879487.000000 Penalty: 559.276917
	Iteration 0F: 2 clusters Score -1.087949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109029 members 
Mstep: Class 2 contains 108873 members 
Entering Unmasked Estep 
Score: -10738909.000000 Penalty: 1118.553833
	Iteration 0F: 3 clusters Score -1.073891e+07 nChanged 107204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -10808359.000000 Penalty: 1118.553833
	Iteration 1F: 3 clusters Score -1.080836e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116317 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
Score: -10816427.000000 Penalty: 1118.553833
	Iteration 2F: 3 clusters Score -1.081643e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119902 members 
Mstep: Class 2 contains 98000 members 
Entering Unmasked Estep 
Score: -10830423.000000 Penalty: 1118.553833
	Iteration 3F: 3 clusters Score -1.083042e+07 nChanged 16673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 93929 members 
Entering Unmasked Estep 
Score: -10848337.000000 Penalty: 1118.553833
	Iteration 4F: 3 clusters Score -1.084834e+07 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127475 members 
Mstep: Class 2 contains 90427 members 
Entering Unmasked Estep 
Score: -10862149.000000 Penalty: 1118.553833
	Iteration 5F: 3 clusters Score -1.086215e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130292 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -10870029.000000 Penalty: 1118.553833
	Iteration 6Q: 3 clusters Score -1.087003e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132812 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -10875060.000000 Penalty: 1118.553833
	Iteration 7Q: 3 clusters Score -1.087506e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134872 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -10878648.000000 Penalty: 1118.553833
	Iteration 8Q: 3 clusters Score -1.087865e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -10881165.000000 Penalty: 1118.553833
	Iteration 9Q: 3 clusters Score -1.088116e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -10882709.000000 Penalty: 1118.553833
	Iteration 10Q: 3 clusters Score -1.088271e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139648 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -10883532.000000 Penalty: 1118.553833
	Iteration 11Q: 3 clusters Score -1.088353e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -10883935.000000 Penalty: 1118.553833
	Iteration 12Q: 3 clusters Score -1.088394e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -10884192.000000 Penalty: 1118.553833
	Iteration 13Q: 3 clusters Score -1.088419e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144047 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -10884205.000000 Penalty: 1118.553833
	Iteration 14Q: 3 clusters Score -1.08842e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145678 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -10884211.000000 Penalty: 1118.553833
	Iteration 15Q: 3 clusters Score -1.088421e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147318 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -10884157.000000 Penalty: 1118.553833
	Iteration 16Q: 3 clusters Score -1.088416e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148934 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -10884150.000000 Penalty: 1118.553833
	Iteration 17Q: 3 clusters Score -1.088415e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150612 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -10884054.000000 Penalty: 1118.553833
	Iteration 18Q: 3 clusters Score -1.088405e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152336 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -10884076.000000 Penalty: 1118.553833
	Iteration 19Q: 3 clusters Score -1.088408e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154109 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -10884066.000000 Penalty: 1118.553833
	Iteration 20F: 3 clusters Score -1.088407e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -10883999.000000 Penalty: 1118.553833
	Iteration 21Q: 3 clusters Score -1.0884e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157811 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -10884020.000000 Penalty: 1118.553833
	Iteration 22Q: 3 clusters Score -1.088402e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159805 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -10883834.000000 Penalty: 1118.553833
	Iteration 23Q: 3 clusters Score -1.088383e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161877 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -10884234.000000 Penalty: 1118.553833
	Iteration 24Q: 3 clusters Score -1.088423e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163821 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -10884415.000000 Penalty: 1118.553833
	Iteration 25Q: 3 clusters Score -1.088442e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165465 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -10884537.000000 Penalty: 1118.553833
	Iteration 26Q: 3 clusters Score -1.088454e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -10884650.000000 Penalty: 1118.553833
	Iteration 27Q: 3 clusters Score -1.088465e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -10884768.000000 Penalty: 1118.553833
	Iteration 28Q: 3 clusters Score -1.088477e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -10884779.000000 Penalty: 1118.553833
	Iteration 29Q: 3 clusters Score -1.088478e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170291 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -10884734.000000 Penalty: 1118.553833
	Iteration 30Q: 3 clusters Score -1.088473e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171054 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -10884769.000000 Penalty: 1118.553833
	Iteration 31Q: 3 clusters Score -1.088477e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171586 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -10884734.000000 Penalty: 1118.553833
	Iteration 32Q: 3 clusters Score -1.088473e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172112 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -10884729.000000 Penalty: 1118.553833
	Iteration 33Q: 3 clusters Score -1.088473e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172579 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -10884725.000000 Penalty: 1118.553833
	Iteration 34Q: 3 clusters Score -1.088472e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173010 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -10884696.000000 Penalty: 1118.553833
	Iteration 35Q: 3 clusters Score -1.08847e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173395 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -10884686.000000 Penalty: 1118.553833
	Iteration 36Q: 3 clusters Score -1.088469e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173834 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -10884658.000000 Penalty: 1118.553833
	Iteration 37Q: 3 clusters Score -1.088466e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174219 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -10884637.000000 Penalty: 1118.553833
	Iteration 38Q: 3 clusters Score -1.088464e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174567 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -10884624.000000 Penalty: 1118.553833
	Iteration 39Q: 3 clusters Score -1.088462e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174892 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -10884613.000000 Penalty: 1118.553833
	Iteration 40F: 3 clusters Score -1.088461e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175128 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -10884595.000000 Penalty: 1118.553833
	Iteration 41Q: 3 clusters Score -1.08846e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175367 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -10884576.000000 Penalty: 1118.553833
	Iteration 42Q: 3 clusters Score -1.088458e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175580 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -10884541.000000 Penalty: 1118.553833
	Iteration 43Q: 3 clusters Score -1.088454e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175736 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -10884537.000000 Penalty: 1118.553833
	Iteration 44Q: 3 clusters Score -1.088454e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175874 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -10884540.000000 Penalty: 1118.553833
	Iteration 45Q: 3 clusters Score -1.088454e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175965 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -10884510.000000 Penalty: 1118.553833
	Iteration 46Q: 3 clusters Score -1.088451e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176122 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -10884488.000000 Penalty: 1118.553833
	Iteration 47Q: 3 clusters Score -1.088449e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176229 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -10884502.000000 Penalty: 1118.553833
	Iteration 48Q: 3 clusters Score -1.08845e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176321 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -10884495.000000 Penalty: 1118.553833
	Iteration 49Q: 3 clusters Score -1.08845e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176430 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -10884481.000000 Penalty: 1118.553833
	Iteration 50Q: 3 clusters Score -1.088448e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176487 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -10884478.000000 Penalty: 1118.553833
	Iteration 51Q: 3 clusters Score -1.088448e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176531 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -10884466.000000 Penalty: 1118.553833
	Iteration 52Q: 3 clusters Score -1.088447e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176587 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -10884454.000000 Penalty: 1118.553833
	Iteration 53Q: 3 clusters Score -1.088445e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176684 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -10884429.000000 Penalty: 1118.553833
	Iteration 54Q: 3 clusters Score -1.088443e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176739 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -10884442.000000 Penalty: 1118.553833
	Iteration 55Q: 3 clusters Score -1.088444e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176785 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -10884429.000000 Penalty: 1118.553833
	Iteration 56Q: 3 clusters Score -1.088443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176799 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -10884441.000000 Penalty: 1118.553833
	Iteration 57Q: 3 clusters Score -1.088444e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176831 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -10884451.000000 Penalty: 1118.553833
	Iteration 58Q: 3 clusters Score -1.088445e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176862 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -10884452.000000 Penalty: 1118.553833
	Iteration 59Q: 3 clusters Score -1.088445e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176909 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -10884457.000000 Penalty: 1118.553833
	Iteration 60F: 3 clusters Score -1.088446e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176947 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -10884471.000000 Penalty: 1118.553833
	Iteration 61Q: 3 clusters Score -1.088447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176959 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -10884469.000000 Penalty: 1118.553833
	Iteration 62Q: 3 clusters Score -1.088447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176972 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -10884463.000000 Penalty: 1118.553833
	Iteration 63Q: 3 clusters Score -1.088446e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177024 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -10884464.000000 Penalty: 1118.553833
	Iteration 64Q: 3 clusters Score -1.088446e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177081 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -10884459.000000 Penalty: 1118.553833
	Iteration 65Q: 3 clusters Score -1.088446e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177134 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -10884451.000000 Penalty: 1118.553833
	Iteration 66Q: 3 clusters Score -1.088445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177154 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -10884442.000000 Penalty: 1118.553833
	Iteration 67Q: 3 clusters Score -1.088444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177165 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -10884437.000000 Penalty: 1118.553833
	Iteration 68Q: 3 clusters Score -1.088444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177179 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -10884444.000000 Penalty: 1118.553833
	Iteration 69Q: 3 clusters Score -1.088444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177184 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -10884451.000000 Penalty: 1118.553833
	Iteration 70Q: 3 clusters Score -1.088445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177188 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -10884451.000000 Penalty: 1118.553833
	Iteration 71Q: 3 clusters Score -1.088445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177210 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -10884450.000000 Penalty: 1118.553833
	Iteration 72Q: 3 clusters Score -1.088445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177219 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -10884445.000000 Penalty: 1118.553833
	Iteration 73Q: 3 clusters Score -1.088444e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177256 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -10884426.000000 Penalty: 1118.553833
	Iteration 74Q: 3 clusters Score -1.088443e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177333 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -10884418.000000 Penalty: 1118.553833
	Iteration 75Q: 3 clusters Score -1.088442e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177418 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -10884377.000000 Penalty: 1118.553833
	Iteration 76Q: 3 clusters Score -1.088438e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177500 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -10884361.000000 Penalty: 1118.553833
	Iteration 77Q: 3 clusters Score -1.088436e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177538 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -10884372.000000 Penalty: 1118.553833
	Iteration 78Q: 3 clusters Score -1.088437e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177613 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -10884369.000000 Penalty: 1118.553833
	Iteration 79Q: 3 clusters Score -1.088437e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -10884379.000000 Penalty: 1118.553833
	Iteration 80F: 3 clusters Score -1.088438e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177673 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -10884384.000000 Penalty: 1118.553833
	Iteration 81Q: 3 clusters Score -1.088438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177678 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -10884380.000000 Penalty: 1118.553833
	Iteration 82Q: 3 clusters Score -1.088438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177699 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -10884390.000000 Penalty: 1118.553833
	Iteration 83Q: 3 clusters Score -1.088439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177722 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -10884380.000000 Penalty: 1118.553833
	Iteration 84Q: 3 clusters Score -1.088438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177734 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -10884400.000000 Penalty: 1118.553833
	Iteration 85Q: 3 clusters Score -1.08844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177753 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -10884396.000000 Penalty: 1118.553833
	Iteration 86Q: 3 clusters Score -1.08844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177751 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -10884389.000000 Penalty: 1118.553833
	Iteration 87Q: 3 clusters Score -1.088439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177743 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -10884399.000000 Penalty: 1118.553833
	Iteration 88Q: 3 clusters Score -1.08844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177743 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -10884386.000000 Penalty: 1118.553833
	Iteration 89Q: 3 clusters Score -1.088439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177743 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -10884386.000000 Penalty: 1118.553833
	Iteration 90F: 3 clusters Score -1.088439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66612 members 
Mstep: Class 4 contains 19100 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 32538 members 
Mstep: Class 9 contains 177743 members 
Mstep: Class 10 contains 38366 members 
Mstep: Class 11 contains 40666 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215673 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1399 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 18 contains 54976 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93527 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 15748 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18942 members 
Mstep: Class 35 contains 5407 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171594 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 114818 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 154403 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 148679 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 557 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 3577 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 221287 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 31631 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 55884 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 40159 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Entering Unmasked Estep 
Score: -90805656.000000 Penalty: 48792.312500
Splitting cluster 9 changes total score from -90799440.000000 to -90805656.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 10 (38366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Entering Unmasked Estep 
Score: -1798880.875000 Penalty: 480.249176
	Iteration 0F: 2 clusters Score -1798881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -1773016.500000 Penalty: 960.498352
	Iteration 0F: 3 clusters Score -1773016 nChanged 18676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1784123.000000 Penalty: 960.498352
	Iteration 1F: 3 clusters Score -1784123 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1785236.000000 Penalty: 960.498352
	Iteration 2F: 3 clusters Score -1785236 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1787115.625000 Penalty: 960.498352
	Iteration 3F: 3 clusters Score -1787116 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1789949.000000 Penalty: 960.498352
	Iteration 4F: 3 clusters Score -1789949 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1793232.000000 Penalty: 960.498352
	Iteration 5F: 3 clusters Score -1793232 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1795770.375000 Penalty: 960.498352
	Iteration 6F: 3 clusters Score -1795770 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1797262.750000 Penalty: 960.498352
	Iteration 7Q: 3 clusters Score -1797263 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1798039.125000 Penalty: 960.498352
	Iteration 8Q: 3 clusters Score -1798039 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1798527.000000 Penalty: 960.498352
	Iteration 9Q: 3 clusters Score -1798527 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1798811.000000 Penalty: 960.498352
	Iteration 10Q: 3 clusters Score -1798811 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1798992.125000 Penalty: 960.498352
	Iteration 11Q: 3 clusters Score -1798992 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1799075.125000 Penalty: 960.498352
	Iteration 12Q: 3 clusters Score -1799075 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1799129.250000 Penalty: 960.498352
	Iteration 13Q: 3 clusters Score -1799129 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1799149.125000 Penalty: 960.498352
	Iteration 14Q: 3 clusters Score -1799149 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1799167.125000 Penalty: 960.498352
	Iteration 15Q: 3 clusters Score -1799167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1799174.625000 Penalty: 960.498352
	Iteration 16Q: 3 clusters Score -1799175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1799173.625000 Penalty: 960.498352
	Iteration 17Q: 3 clusters Score -1799174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1799177.000000 Penalty: 960.498352
	Iteration 18Q: 3 clusters Score -1799177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1799178.875000 Penalty: 960.498352
	Iteration 19Q: 3 clusters Score -1799179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1799180.000000 Penalty: 960.498352
	Iteration 20F: 3 clusters Score -1799180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1799182.000000 Penalty: 960.498352
	Iteration 21Q: 3 clusters Score -1799182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1799181.375000 Penalty: 960.498352
	Iteration 22Q: 3 clusters Score -1799181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1799181.375000 Penalty: 960.498352
	Iteration 23F: 3 clusters Score -1799181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66612 members 
Mstep: Class 4 contains 19100 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 32538 members 
Mstep: Class 9 contains 177743 members 
Mstep: Class 10 contains 37100 members 
Mstep: Class 11 contains 40666 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215673 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1399 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 18 contains 54976 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93527 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 15748 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18942 members 
Mstep: Class 35 contains 5407 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171594 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 114818 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 154403 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 148679 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 557 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 3577 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 221287 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 31631 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 55884 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 40159 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Mstep: Class 75 contains 1266 members 
Entering Unmasked Estep 
Score: -90805264.000000 Penalty: 49451.667969
Splitting cluster 10 changes total score from -90799440.000000 to -90805264.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 11 (40666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Entering Unmasked Estep 
Score: -2005559.250000 Penalty: 482.898224
	Iteration 0F: 2 clusters Score -2005559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -1978407.625000 Penalty: 965.796448
	Iteration 0F: 3 clusters Score -1978408 nChanged 19464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1989674.500000 Penalty: 965.796448
	Iteration 1F: 3 clusters Score -1989674 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1990047.750000 Penalty: 965.796448
	Iteration 2Q: 3 clusters Score -1990048 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1990726.250000 Penalty: 965.796448
	Iteration 3Q: 3 clusters Score -1990726 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1992072.500000 Penalty: 965.796448
	Iteration 4F: 3 clusters Score -1992072 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1994431.250000 Penalty: 965.796448
	Iteration 5F: 3 clusters Score -1994431 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1997631.000000 Penalty: 965.796448
	Iteration 6F: 3 clusters Score -1997631 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2000668.875000 Penalty: 965.796448
	Iteration 7F: 3 clusters Score -2000669 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2002575.875000 Penalty: 965.796448
	Iteration 8F: 3 clusters Score -2002576 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2003589.625000 Penalty: 965.796448
	Iteration 9Q: 3 clusters Score -2003590 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2004208.750000 Penalty: 965.796448
	Iteration 10Q: 3 clusters Score -2004209 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2004652.250000 Penalty: 965.796448
	Iteration 11Q: 3 clusters Score -2004652 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2004946.125000 Penalty: 965.796448
	Iteration 12Q: 3 clusters Score -2004946 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2005145.000000 Penalty: 965.796448
	Iteration 13Q: 3 clusters Score -2005145 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2005237.875000 Penalty: 965.796448
	Iteration 14Q: 3 clusters Score -2005238 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2005298.750000 Penalty: 965.796448
	Iteration 15Q: 3 clusters Score -2005299 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2005327.375000 Penalty: 965.796448
	Iteration 16Q: 3 clusters Score -2005327 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2005351.500000 Penalty: 965.796448
	Iteration 17Q: 3 clusters Score -2005352 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2005368.375000 Penalty: 965.796448
	Iteration 18Q: 3 clusters Score -2005368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2005387.000000 Penalty: 965.796448
	Iteration 19Q: 3 clusters Score -2005387 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2005389.125000 Penalty: 965.796448
	Iteration 20F: 3 clusters Score -2005389 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2005393.500000 Penalty: 965.796448
	Iteration 21Q: 3 clusters Score -2005394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2005399.250000 Penalty: 965.796448
	Iteration 22Q: 3 clusters Score -2005399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2005412.625000 Penalty: 965.796448
	Iteration 23Q: 3 clusters Score -2005413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2005421.875000 Penalty: 965.796448
	Iteration 24Q: 3 clusters Score -2005422 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2005426.750000 Penalty: 965.796448
	Iteration 25Q: 3 clusters Score -2005427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2005429.500000 Penalty: 965.796448
	Iteration 26Q: 3 clusters Score -2005430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2005440.125000 Penalty: 965.796448
	Iteration 27Q: 3 clusters Score -2005440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2005441.500000 Penalty: 965.796448
	Iteration 28Q: 3 clusters Score -2005442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2005441.500000 Penalty: 965.796448
	Iteration 29Q: 3 clusters Score -2005442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2005450.000000 Penalty: 965.796448
	Iteration 30Q: 3 clusters Score -2005450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2005454.250000 Penalty: 965.796448
	Iteration 31Q: 3 clusters Score -2005454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2005456.500000 Penalty: 965.796448
	Iteration 32Q: 3 clusters Score -2005456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2005466.875000 Penalty: 965.796448
	Iteration 33Q: 3 clusters Score -2005467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2005469.625000 Penalty: 965.796448
	Iteration 34Q: 3 clusters Score -2005470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2005472.625000 Penalty: 965.796448
	Iteration 35Q: 3 clusters Score -2005473 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2005477.875000 Penalty: 965.796448
	Iteration 36Q: 3 clusters Score -2005478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2005483.375000 Penalty: 965.796448
	Iteration 37Q: 3 clusters Score -2005483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2005483.250000 Penalty: 965.796448
	Iteration 38Q: 3 clusters Score -2005483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2005481.750000 Penalty: 965.796448
	Iteration 39Q: 3 clusters Score -2005482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2005495.500000 Penalty: 965.796448
	Iteration 40F: 3 clusters Score -2005496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2005502.000000 Penalty: 965.796448
	Iteration 41Q: 3 clusters Score -2005502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2005503.500000 Penalty: 965.796448
	Iteration 42Q: 3 clusters Score -2005504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2005507.250000 Penalty: 965.796448
	Iteration 43Q: 3 clusters Score -2005507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2005505.375000 Penalty: 965.796448
	Iteration 44Q: 3 clusters Score -2005505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2005504.250000 Penalty: 965.796448
	Iteration 45Q: 3 clusters Score -2005504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2005506.750000 Penalty: 965.796448
	Iteration 46Q: 3 clusters Score -2005507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2005509.500000 Penalty: 965.796448
	Iteration 47Q: 3 clusters Score -2005510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2005512.875000 Penalty: 965.796448
	Iteration 48Q: 3 clusters Score -2005513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2005506.500000 Penalty: 965.796448
	Iteration 49Q: 3 clusters Score -2005506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2005505.250000 Penalty: 965.796448
	Iteration 50Q: 3 clusters Score -2005505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2005506.250000 Penalty: 965.796448
	Iteration 51Q: 3 clusters Score -2005506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2005516.875000 Penalty: 965.796448
	Iteration 52Q: 3 clusters Score -2005517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2005514.750000 Penalty: 965.796448
	Iteration 53Q: 3 clusters Score -2005515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2005520.125000 Penalty: 965.796448
	Iteration 54Q: 3 clusters Score -2005520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2005525.375000 Penalty: 965.796448
	Iteration 55Q: 3 clusters Score -2005525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2005524.000000 Penalty: 965.796448
	Iteration 56Q: 3 clusters Score -2005524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2005524.125000 Penalty: 965.796448
	Iteration 57Q: 3 clusters Score -2005524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2005525.750000 Penalty: 965.796448
	Iteration 58Q: 3 clusters Score -2005526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2005525.250000 Penalty: 965.796448
	Iteration 59Q: 3 clusters Score -2005525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2005525.000000 Penalty: 965.796448
	Iteration 60F: 3 clusters Score -2005525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2005526.500000 Penalty: 965.796448
	Iteration 61Q: 3 clusters Score -2005526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2005527.875000 Penalty: 965.796448
	Iteration 62Q: 3 clusters Score -2005528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2005528.000000 Penalty: 965.796448
	Iteration 63Q: 3 clusters Score -2005528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2005531.125000 Penalty: 965.796448
	Iteration 64Q: 3 clusters Score -2005531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2005533.750000 Penalty: 965.796448
	Iteration 65Q: 3 clusters Score -2005534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2005532.875000 Penalty: 965.796448
	Iteration 66Q: 3 clusters Score -2005533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2005532.000000 Penalty: 965.796448
	Iteration 67Q: 3 clusters Score -2005532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2005532.125000 Penalty: 965.796448
	Iteration 68Q: 3 clusters Score -2005532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2005532.375000 Penalty: 965.796448
	Iteration 69Q: 3 clusters Score -2005532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2005532.375000 Penalty: 965.796448
	Iteration 70F: 3 clusters Score -2005532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -94946.906250 Penalty: 340.564331
	Iteration 0F: 2 clusters Score -94946.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -93694.554688 Penalty: 681.128662
	Iteration 0F: 3 clusters Score -93694.55 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -94080.570312 Penalty: 681.128662
	Iteration 1F: 3 clusters Score -94080.57 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -94140.562500 Penalty: 681.128662
	Iteration 2F: 3 clusters Score -94140.56 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94188.593750 Penalty: 681.128662
	Iteration 3Q: 3 clusters Score -94188.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94234.710938 Penalty: 681.128662
	Iteration 4Q: 3 clusters Score -94234.71 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -94299.718750 Penalty: 681.128662
	Iteration 5F: 3 clusters Score -94299.72 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -94376.000000 Penalty: 681.128662
	Iteration 6F: 3 clusters Score -94376 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -94459.320312 Penalty: 681.128662
	Iteration 7F: 3 clusters Score -94459.32 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -94515.039062 Penalty: 681.128662
	Iteration 8Q: 3 clusters Score -94515.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -94550.976562 Penalty: 681.128662
	Iteration 9Q: 3 clusters Score -94550.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -94581.750000 Penalty: 681.128662
	Iteration 10Q: 3 clusters Score -94581.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -94594.765625 Penalty: 681.128662
	Iteration 11Q: 3 clusters Score -94594.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -94601.812500 Penalty: 681.128662
	Iteration 12Q: 3 clusters Score -94601.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -94609.937500 Penalty: 681.128662
	Iteration 13Q: 3 clusters Score -94609.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -94616.585938 Penalty: 681.128662
	Iteration 14Q: 3 clusters Score -94616.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -94622.421875 Penalty: 681.128662
	Iteration 15Q: 3 clusters Score -94622.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -94624.195312 Penalty: 681.128662
	Iteration 16Q: 3 clusters Score -94624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -94624.890625 Penalty: 681.128662
	Iteration 17Q: 3 clusters Score -94624.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -94624.890625 Penalty: 681.128662
	Iteration 18F: 3 clusters Score -94624.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3762.279785 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3762.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3592.799316 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3592.799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3648.493408 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3648.493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3666.128418 Penalty: 396.460510
	Iteration 2F: 3 clusters Score -3666.128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3674.332275 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -3674.332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3674.332275 Penalty: 396.460510
	Iteration 4F: 3 clusters Score -3674.332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (215673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215673 members 
Entering Unmasked Estep 
Score: -10154044.000000 Penalty: 558.809082
	Iteration 0F: 2 clusters Score -1.015404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107539 members 
Mstep: Class 2 contains 108134 members 
Entering Unmasked Estep 
Score: -10009607.000000 Penalty: 1117.618164
	Iteration 0F: 3 clusters Score -1.000961e+07 nChanged 106227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 122053 members 
Entering Unmasked Estep 
Score: -10077552.000000 Penalty: 1117.618164
	Iteration 1F: 3 clusters Score -1.007755e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84088 members 
Mstep: Class 2 contains 131585 members 
Entering Unmasked Estep 
Score: -10082599.000000 Penalty: 1117.618164
	Iteration 2F: 3 clusters Score -1.00826e+07 nChanged 14450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70564 members 
Mstep: Class 2 contains 145109 members 
Entering Unmasked Estep 
Score: -10090989.000000 Penalty: 1117.618164
	Iteration 3F: 3 clusters Score -1.009099e+07 nChanged 17610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 162373 members 
Entering Unmasked Estep 
Score: -10104109.000000 Penalty: 1117.618164
	Iteration 4F: 3 clusters Score -1.010411e+07 nChanged 19088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 181393 members 
Entering Unmasked Estep 
Score: -10121157.000000 Penalty: 1117.618164
	Iteration 5F: 3 clusters Score -1.012116e+07 nChanged 16912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 198291 members 
Entering Unmasked Estep 
Score: -10137800.000000 Penalty: 1117.618164
	Iteration 6F: 3 clusters Score -1.01378e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 208982 members 
Entering Unmasked Estep 
Score: -10148619.000000 Penalty: 1117.618164
	Iteration 7Q: 3 clusters Score -1.014862e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 213719 members 
Entering Unmasked Estep 
Score: -10152356.000000 Penalty: 1117.618164
	Iteration 8Q: 3 clusters Score -1.015236e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 215163 members 
Entering Unmasked Estep 
Score: -10153263.000000 Penalty: 1117.618164
	Iteration 9Q: 3 clusters Score -1.015326e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 215491 members 
Entering Unmasked Estep 
Score: -10153429.000000 Penalty: 1117.618164
	Iteration 10Q: 3 clusters Score -1.015343e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 215583 members 
Entering Unmasked Estep 
Score: -10153506.000000 Penalty: 1117.618164
	Iteration 11Q: 3 clusters Score -1.015351e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 215603 members 
Entering Unmasked Estep 
Score: -10153537.000000 Penalty: 1117.618164
	Iteration 12Q: 3 clusters Score -1.015354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 215610 members 
Entering Unmasked Estep 
Score: -10153552.000000 Penalty: 1117.618164
	Iteration 13Q: 3 clusters Score -1.015355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 215610 members 
Entering Unmasked Estep 
Score: -10153565.000000 Penalty: 1117.618164
	Iteration 14Q: 3 clusters Score -1.015356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 215609 members 
Entering Unmasked Estep 
Score: -10153567.000000 Penalty: 1117.618164
	Iteration 15Q: 3 clusters Score -1.015357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 215607 members 
Entering Unmasked Estep 
Score: -10153566.000000 Penalty: 1117.618164
	Iteration 16Q: 3 clusters Score -1.015357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 215607 members 
Entering Unmasked Estep 
Score: -10153572.000000 Penalty: 1117.618164
	Iteration 17Q: 3 clusters Score -1.015357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 215607 members 
Entering Unmasked Estep 
Score: -10153565.000000 Penalty: 1117.618164
	Iteration 18Q: 3 clusters Score -1.015356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 215606 members 
Entering Unmasked Estep 
Score: -10153567.000000 Penalty: 1117.618164
	Iteration 19Q: 3 clusters Score -1.015357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 215606 members 
Entering Unmasked Estep 
Score: -10153569.000000 Penalty: 1117.618164
	Iteration 20F: 3 clusters Score -1.015357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 215605 members 
Entering Unmasked Estep 
Score: -10153571.000000 Penalty: 1117.618164
	Iteration 21Q: 3 clusters Score -1.015357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 215605 members 
Entering Unmasked Estep 
Score: -10153577.000000 Penalty: 1117.618164
	Iteration 22Q: 3 clusters Score -1.015358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 215600 members 
Entering Unmasked Estep 
Score: -10153579.000000 Penalty: 1117.618164
	Iteration 23Q: 3 clusters Score -1.015358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 215596 members 
Entering Unmasked Estep 
Score: -10153586.000000 Penalty: 1117.618164
	Iteration 24Q: 3 clusters Score -1.015359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 215596 members 
Entering Unmasked Estep 
Score: -10153589.000000 Penalty: 1117.618164
	Iteration 25Q: 3 clusters Score -1.015359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 215595 members 
Entering Unmasked Estep 
Score: -10153588.000000 Penalty: 1117.618164
	Iteration 26Q: 3 clusters Score -1.015359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 215593 members 
Entering Unmasked Estep 
Score: -10153595.000000 Penalty: 1117.618164
	Iteration 27Q: 3 clusters Score -1.01536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 215592 members 
Entering Unmasked Estep 
Score: -10153593.000000 Penalty: 1117.618164
	Iteration 28Q: 3 clusters Score -1.015359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 215591 members 
Entering Unmasked Estep 
Score: -10153596.000000 Penalty: 1117.618164
	Iteration 29Q: 3 clusters Score -1.01536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 215590 members 
Entering Unmasked Estep 
Score: -10153594.000000 Penalty: 1117.618164
	Iteration 30Q: 3 clusters Score -1.015359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 215590 members 
Entering Unmasked Estep 
Score: -10153594.000000 Penalty: 1117.618164
	Iteration 31F: 3 clusters Score -1.015359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -13314.969727 Penalty: 282.855591
	Iteration 0F: 2 clusters Score -13314.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -12852.094727 Penalty: 565.711182
	Iteration 0F: 3 clusters Score -12852.09 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13018.103516 Penalty: 565.711182
	Iteration 1F: 3 clusters Score -13018.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -13107.078125 Penalty: 565.711182
	Iteration 2F: 3 clusters Score -13107.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13149.906250 Penalty: 565.711182
	Iteration 3F: 3 clusters Score -13149.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -13186.625000 Penalty: 565.711182
	Iteration 4F: 3 clusters Score -13186.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13218.641602 Penalty: 565.711182
	Iteration 5Q: 3 clusters Score -13218.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13237.345703 Penalty: 565.711182
	Iteration 6Q: 3 clusters Score -13237.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13252.572266 Penalty: 565.711182
	Iteration 7Q: 3 clusters Score -13252.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -13263.207031 Penalty: 565.711182
	Iteration 8Q: 3 clusters Score -13263.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13274.518555 Penalty: 565.711182
	Iteration 9Q: 3 clusters Score -13274.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13286.312500 Penalty: 565.711182
	Iteration 10Q: 3 clusters Score -13286.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13289.952148 Penalty: 565.711182
	Iteration 11Q: 3 clusters Score -13289.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13294.162109 Penalty: 565.711182
	Iteration 12Q: 3 clusters Score -13294.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13300.454102 Penalty: 565.711182
	Iteration 13Q: 3 clusters Score -13300.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13305.472656 Penalty: 565.711182
	Iteration 14Q: 3 clusters Score -13305.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13310.707031 Penalty: 565.711182
	Iteration 15Q: 3 clusters Score -13310.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -13311.426758 Penalty: 565.711182
	Iteration 16Q: 3 clusters Score -13311.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -13317.282227 Penalty: 565.711182
	Iteration 17F: 3 clusters Score -13317.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -13326.692383 Penalty: 565.711182
	Iteration 18Q: 3 clusters Score -13326.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13330.124023 Penalty: 565.711182
	Iteration 19Q: 3 clusters Score -13330.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13330.487305 Penalty: 565.711182
	Iteration 20F: 3 clusters Score -13330.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66612 members 
Mstep: Class 4 contains 19100 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 32538 members 
Mstep: Class 9 contains 177743 members 
Mstep: Class 10 contains 37100 members 
Mstep: Class 11 contains 40666 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215673 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 1399 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 18 contains 54976 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93527 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 15748 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18942 members 
Mstep: Class 35 contains 5407 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171594 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 114818 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 154403 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 148679 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 557 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 3577 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 221287 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 31631 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 55884 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 40159 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Mstep: Class 75 contains 1266 members 
Mstep: Class 76 contains 351 members 
Entering Unmasked Estep 
Score: -90804704.000000 Penalty: 50111.023438
Splitting cluster 15 changes total score from -90799440.000000 to -90804704.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 16 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -69490.984375 Penalty: 329.579834
	Iteration 0F: 2 clusters Score -69490.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -68424.734375 Penalty: 659.159668
	Iteration 0F: 3 clusters Score -68424.73 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -68766.789062 Penalty: 659.159668
	Iteration 1F: 3 clusters Score -68766.79 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -68826.382812 Penalty: 659.159668
	Iteration 2F: 3 clusters Score -68826.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -68869.718750 Penalty: 659.159668
	Iteration 3F: 3 clusters Score -68869.72 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68907.929688 Penalty: 659.159668
	Iteration 4Q: 3 clusters Score -68907.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68952.968750 Penalty: 659.159668
	Iteration 5Q: 3 clusters Score -68952.97 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69007.171875 Penalty: 659.159668
	Iteration 6Q: 3 clusters Score -69007.17 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69050.296875 Penalty: 659.159668
	Iteration 7Q: 3 clusters Score -69050.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -69092.273438 Penalty: 659.159668
	Iteration 8Q: 3 clusters Score -69092.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69113.773438 Penalty: 659.159668
	Iteration 9Q: 3 clusters Score -69113.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69131.617188 Penalty: 659.159668
	Iteration 10Q: 3 clusters Score -69131.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69146.804688 Penalty: 659.159668
	Iteration 11Q: 3 clusters Score -69146.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69161.273438 Penalty: 659.159668
	Iteration 12Q: 3 clusters Score -69161.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69172.312500 Penalty: 659.159668
	Iteration 13Q: 3 clusters Score -69172.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69178.945312 Penalty: 659.159668
	Iteration 14Q: 3 clusters Score -69178.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69188.835938 Penalty: 659.159668
	Iteration 15Q: 3 clusters Score -69188.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69197.093750 Penalty: 659.159668
	Iteration 16Q: 3 clusters Score -69197.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69200.015625 Penalty: 659.159668
	Iteration 17Q: 3 clusters Score -69200.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69204.789062 Penalty: 659.159668
	Iteration 18Q: 3 clusters Score -69204.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69211.250000 Penalty: 659.159668
	Iteration 19Q: 3 clusters Score -69211.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69213.828125 Penalty: 659.159668
	Iteration 20F: 3 clusters Score -69213.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69214.945312 Penalty: 659.159668
	Iteration 21Q: 3 clusters Score -69214.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69215.429688 Penalty: 659.159668
	Iteration 22Q: 3 clusters Score -69215.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69215.429688 Penalty: 659.159668
	Iteration 23F: 3 clusters Score -69215.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -44596.929688 Penalty: 313.707489
	Iteration 0F: 2 clusters Score -44596.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -43799.113281 Penalty: 627.414978
	Iteration 0F: 3 clusters Score -43799.11 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -44036.296875 Penalty: 627.414978
	Iteration 1F: 3 clusters Score -44036.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -44108.957031 Penalty: 627.414978
	Iteration 2F: 3 clusters Score -44108.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -44154.535156 Penalty: 627.414978
	Iteration 3F: 3 clusters Score -44154.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -44208.214844 Penalty: 627.414978
	Iteration 4Q: 3 clusters Score -44208.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -44286.371094 Penalty: 627.414978
	Iteration 5Q: 3 clusters Score -44286.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -44357.660156 Penalty: 627.414978
	Iteration 6F: 3 clusters Score -44357.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -44435.433594 Penalty: 627.414978
	Iteration 7F: 3 clusters Score -44435.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -44482.343750 Penalty: 627.414978
	Iteration 8Q: 3 clusters Score -44482.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44494.589844 Penalty: 627.414978
	Iteration 9Q: 3 clusters Score -44494.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44500.164062 Penalty: 627.414978
	Iteration 10Q: 3 clusters Score -44500.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44503.796875 Penalty: 627.414978
	Iteration 11Q: 3 clusters Score -44503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -44505.867188 Penalty: 627.414978
	Iteration 12Q: 3 clusters Score -44505.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44507.441406 Penalty: 627.414978
	Iteration 13Q: 3 clusters Score -44507.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44507.441406 Penalty: 627.414978
	Iteration 14F: 3 clusters Score -44507.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Entering Unmasked Estep 
Score: -2519713.500000 Penalty: 496.616669
	Iteration 0F: 2 clusters Score -2519714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -2482620.500000 Penalty: 993.233337
	Iteration 0F: 3 clusters Score -2482620 nChanged 26710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -2498784.250000 Penalty: 993.233337
	Iteration 1F: 3 clusters Score -2498784 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -2499934.000000 Penalty: 993.233337
	Iteration 2Q: 3 clusters Score -2499934 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -2501479.250000 Penalty: 993.233337
	Iteration 3F: 3 clusters Score -2501479 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2503522.250000 Penalty: 993.233337
	Iteration 4F: 3 clusters Score -2503522 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -2506000.500000 Penalty: 993.233337
	Iteration 5F: 3 clusters Score -2506000 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2508646.500000 Penalty: 993.233337
	Iteration 6F: 3 clusters Score -2508646 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2510990.000000 Penalty: 993.233337
	Iteration 7F: 3 clusters Score -2510990 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2512473.500000 Penalty: 993.233337
	Iteration 8Q: 3 clusters Score -2512474 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2513344.750000 Penalty: 993.233337
	Iteration 9Q: 3 clusters Score -2513345 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2514002.000000 Penalty: 993.233337
	Iteration 10Q: 3 clusters Score -2514002 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2514630.500000 Penalty: 993.233337
	Iteration 11Q: 3 clusters Score -2514630 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2515185.250000 Penalty: 993.233337
	Iteration 12Q: 3 clusters Score -2515185 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2515670.500000 Penalty: 993.233337
	Iteration 13Q: 3 clusters Score -2515670 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2516084.500000 Penalty: 993.233337
	Iteration 14Q: 3 clusters Score -2516084 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2516444.500000 Penalty: 993.233337
	Iteration 15Q: 3 clusters Score -2516444 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2516749.250000 Penalty: 993.233337
	Iteration 16Q: 3 clusters Score -2516749 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2517026.000000 Penalty: 993.233337
	Iteration 17Q: 3 clusters Score -2517026 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2517261.250000 Penalty: 993.233337
	Iteration 18Q: 3 clusters Score -2517261 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2517490.250000 Penalty: 993.233337
	Iteration 19Q: 3 clusters Score -2517490 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2517666.500000 Penalty: 993.233337
	Iteration 20F: 3 clusters Score -2517666 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2517847.250000 Penalty: 993.233337
	Iteration 21Q: 3 clusters Score -2517847 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2517989.000000 Penalty: 993.233337
	Iteration 22Q: 3 clusters Score -2517989 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2518128.250000 Penalty: 993.233337
	Iteration 23Q: 3 clusters Score -2518128 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2518265.250000 Penalty: 993.233337
	Iteration 24Q: 3 clusters Score -2518265 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2518383.500000 Penalty: 993.233337
	Iteration 25Q: 3 clusters Score -2518384 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2518499.250000 Penalty: 993.233337
	Iteration 26Q: 3 clusters Score -2518499 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2518589.750000 Penalty: 993.233337
	Iteration 27Q: 3 clusters Score -2518590 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2518676.250000 Penalty: 993.233337
	Iteration 28Q: 3 clusters Score -2518676 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2518748.500000 Penalty: 993.233337
	Iteration 29Q: 3 clusters Score -2518748 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2518821.250000 Penalty: 993.233337
	Iteration 30Q: 3 clusters Score -2518821 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2518879.500000 Penalty: 993.233337
	Iteration 31Q: 3 clusters Score -2518880 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2518927.250000 Penalty: 993.233337
	Iteration 32Q: 3 clusters Score -2518927 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2518954.000000 Penalty: 993.233337
	Iteration 33Q: 3 clusters Score -2518954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2518990.250000 Penalty: 993.233337
	Iteration 34Q: 3 clusters Score -2518990 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2519038.500000 Penalty: 993.233337
	Iteration 35Q: 3 clusters Score -2519038 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2519079.500000 Penalty: 993.233337
	Iteration 36Q: 3 clusters Score -2519080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2519119.250000 Penalty: 993.233337
	Iteration 37Q: 3 clusters Score -2519119 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2519150.250000 Penalty: 993.233337
	Iteration 38Q: 3 clusters Score -2519150 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2519181.750000 Penalty: 993.233337
	Iteration 39Q: 3 clusters Score -2519182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2519211.000000 Penalty: 993.233337
	Iteration 40F: 3 clusters Score -2519211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2519239.000000 Penalty: 993.233337
	Iteration 41Q: 3 clusters Score -2519239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2519256.000000 Penalty: 993.233337
	Iteration 42Q: 3 clusters Score -2519256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2519271.250000 Penalty: 993.233337
	Iteration 43Q: 3 clusters Score -2519271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2519277.250000 Penalty: 993.233337
	Iteration 44Q: 3 clusters Score -2519277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2519284.250000 Penalty: 993.233337
	Iteration 45Q: 3 clusters Score -2519284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2519289.000000 Penalty: 993.233337
	Iteration 46Q: 3 clusters Score -2519289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2519296.000000 Penalty: 993.233337
	Iteration 47Q: 3 clusters Score -2519296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2519300.750000 Penalty: 993.233337
	Iteration 48Q: 3 clusters Score -2519301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2519302.750000 Penalty: 993.233337
	Iteration 49Q: 3 clusters Score -2519303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2519306.750000 Penalty: 993.233337
	Iteration 50Q: 3 clusters Score -2519307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2519310.500000 Penalty: 993.233337
	Iteration 51Q: 3 clusters Score -2519310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2519309.500000 Penalty: 993.233337
	Iteration 52Q: 3 clusters Score -2519310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2519313.750000 Penalty: 993.233337
	Iteration 53Q: 3 clusters Score -2519314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2519320.000000 Penalty: 993.233337
	Iteration 54Q: 3 clusters Score -2519320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2519322.000000 Penalty: 993.233337
	Iteration 55Q: 3 clusters Score -2519322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2519326.750000 Penalty: 993.233337
	Iteration 56Q: 3 clusters Score -2519327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2519331.500000 Penalty: 993.233337
	Iteration 57Q: 3 clusters Score -2519332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2519335.750000 Penalty: 993.233337
	Iteration 58Q: 3 clusters Score -2519336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2519338.750000 Penalty: 993.233337
	Iteration 59Q: 3 clusters Score -2519339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2519342.750000 Penalty: 993.233337
	Iteration 60F: 3 clusters Score -2519343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2519347.500000 Penalty: 993.233337
	Iteration 61Q: 3 clusters Score -2519348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2519352.000000 Penalty: 993.233337
	Iteration 62Q: 3 clusters Score -2519352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2519359.000000 Penalty: 993.233337
	Iteration 63Q: 3 clusters Score -2519359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2519363.000000 Penalty: 993.233337
	Iteration 64Q: 3 clusters Score -2519363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2519367.000000 Penalty: 993.233337
	Iteration 65Q: 3 clusters Score -2519367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2519369.250000 Penalty: 993.233337
	Iteration 66Q: 3 clusters Score -2519369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2519369.250000 Penalty: 993.233337
	Iteration 67Q: 3 clusters Score -2519369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2519370.750000 Penalty: 993.233337
	Iteration 68Q: 3 clusters Score -2519371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2519371.750000 Penalty: 993.233337
	Iteration 69Q: 3 clusters Score -2519372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2519370.750000 Penalty: 993.233337
	Iteration 70Q: 3 clusters Score -2519371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2519373.750000 Penalty: 993.233337
	Iteration 71Q: 3 clusters Score -2519374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2519374.000000 Penalty: 993.233337
	Iteration 72Q: 3 clusters Score -2519374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2519374.000000 Penalty: 993.233337
	Iteration 73Q: 3 clusters Score -2519374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2519373.250000 Penalty: 993.233337
	Iteration 74Q: 3 clusters Score -2519373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2519372.250000 Penalty: 993.233337
	Iteration 75Q: 3 clusters Score -2519372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2519372.500000 Penalty: 993.233337
	Iteration 76Q: 3 clusters Score -2519372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2519376.750000 Penalty: 993.233337
	Iteration 77Q: 3 clusters Score -2519377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2519376.750000 Penalty: 993.233337
	Iteration 78F: 3 clusters Score -2519377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -37670.660156 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -37670.66 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 421 members 
Entering Unmasked Estep 
Score: -36963.816406 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -36963.82 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37229.121094 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -37229.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -37314.078125 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -37314.08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -37407.359375 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -37407.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -37473.656250 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -37473.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37533.324219 Penalty: 618.205444
	Iteration 5F: 3 clusters Score -37533.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37565.074219 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -37565.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -37586.035156 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -37586.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -37609.339844 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -37609.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37620.566406 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -37620.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -37624.437500 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -37624.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -37632.187500 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -37632.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37637.503906 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -37637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -37639.464844 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -37639.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -37641.316406 Penalty: 618.205444
	Iteration 14Q: 3 clusters Score -37641.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -37643.691406 Penalty: 618.205444
	Iteration 15Q: 3 clusters Score -37643.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -37644.289062 Penalty: 618.205444
	Iteration 16Q: 3 clusters Score -37644.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -37644.953125 Penalty: 618.205444
	Iteration 17Q: 3 clusters Score -37644.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -37645.691406 Penalty: 618.205444
	Iteration 18Q: 3 clusters Score -37645.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -37645.691406 Penalty: 618.205444
	Iteration 19F: 3 clusters Score -37645.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (93527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93527 members 
Entering Unmasked Estep 
Score: -4499292.500000 Penalty: 520.793274
	Iteration 0F: 2 clusters Score -4499292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -4436615.500000 Penalty: 1041.586548
	Iteration 0F: 3 clusters Score -4436616 nChanged 45524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -4464485.500000 Penalty: 1041.586548
	Iteration 1F: 3 clusters Score -4464486 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -4466937.000000 Penalty: 1041.586548
	Iteration 2F: 3 clusters Score -4466937 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -4471209.500000 Penalty: 1041.586548
	Iteration 3F: 3 clusters Score -4471210 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -4477629.000000 Penalty: 1041.586548
	Iteration 4F: 3 clusters Score -4477629 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 81058 members 
Entering Unmasked Estep 
Score: -4485855.000000 Penalty: 1041.586548
	Iteration 5F: 3 clusters Score -4485855 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 87850 members 
Entering Unmasked Estep 
Score: -4493142.000000 Penalty: 1041.586548
	Iteration 6F: 3 clusters Score -4493142 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -4496991.000000 Penalty: 1041.586548
	Iteration 7Q: 3 clusters Score -4496991 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -4498279.000000 Penalty: 1041.586548
	Iteration 8Q: 3 clusters Score -4498279 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -4498649.500000 Penalty: 1041.586548
	Iteration 9Q: 3 clusters Score -4498650 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -4498744.500000 Penalty: 1041.586548
	Iteration 10Q: 3 clusters Score -4498744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 93481 members 
Entering Unmasked Estep 
Score: -4498775.000000 Penalty: 1041.586548
	Iteration 11Q: 3 clusters Score -4498775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
Score: -4498791.000000 Penalty: 1041.586548
	Iteration 12Q: 3 clusters Score -4498791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -4498793.500000 Penalty: 1041.586548
	Iteration 13Q: 3 clusters Score -4498794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -4498797.000000 Penalty: 1041.586548
	Iteration 14Q: 3 clusters Score -4498797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -4498798.500000 Penalty: 1041.586548
	Iteration 15Q: 3 clusters Score -4498798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -4498798.500000 Penalty: 1041.586548
	Iteration 16Q: 3 clusters Score -4498798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -4498798.000000 Penalty: 1041.586548
	Iteration 17Q: 3 clusters Score -4498798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -4498798.000000 Penalty: 1041.586548
	Iteration 18F: 3 clusters Score -4498798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -203924.546875 Penalty: 378.702087
	Iteration 0F: 2 clusters Score -203924.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -201071.578125 Penalty: 757.404175
	Iteration 0F: 3 clusters Score -201071.6 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -202092.203125 Penalty: 757.404175
	Iteration 1F: 3 clusters Score -202092.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -202212.375000 Penalty: 757.404175
	Iteration 2F: 3 clusters Score -202212.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -202330.531250 Penalty: 757.404175
	Iteration 3F: 3 clusters Score -202330.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -202480.640625 Penalty: 757.404175
	Iteration 4F: 3 clusters Score -202480.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -202675.265625 Penalty: 757.404175
	Iteration 5F: 3 clusters Score -202675.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -202907.453125 Penalty: 757.404175
	Iteration 6F: 3 clusters Score -202907.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -203177.390625 Penalty: 757.404175
	Iteration 7F: 3 clusters Score -203177.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -203377.765625 Penalty: 757.404175
	Iteration 8F: 3 clusters Score -203377.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -203515.859375 Penalty: 757.404175
	Iteration 9Q: 3 clusters Score -203515.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -203607.656250 Penalty: 757.404175
	Iteration 10Q: 3 clusters Score -203607.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -203648.578125 Penalty: 757.404175
	Iteration 11Q: 3 clusters Score -203648.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -203672.046875 Penalty: 757.404175
	Iteration 12Q: 3 clusters Score -203672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -203693.734375 Penalty: 757.404175
	Iteration 13Q: 3 clusters Score -203693.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -203708.953125 Penalty: 757.404175
	Iteration 14Q: 3 clusters Score -203709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -203717.859375 Penalty: 757.404175
	Iteration 15Q: 3 clusters Score -203717.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -203725.156250 Penalty: 757.404175
	Iteration 16Q: 3 clusters Score -203725.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -203728.015625 Penalty: 757.404175
	Iteration 17Q: 3 clusters Score -203728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -203730.125000 Penalty: 757.404175
	Iteration 18Q: 3 clusters Score -203730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -203731.000000 Penalty: 757.404175
	Iteration 19Q: 3 clusters Score -203731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -203732.171875 Penalty: 757.404175
	Iteration 20F: 3 clusters Score -203732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -203734.265625 Penalty: 757.404175
	Iteration 21Q: 3 clusters Score -203734.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -203734.953125 Penalty: 757.404175
	Iteration 22Q: 3 clusters Score -203735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -203735.562500 Penalty: 757.404175
	Iteration 23Q: 3 clusters Score -203735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -203735.593750 Penalty: 757.404175
	Iteration 24Q: 3 clusters Score -203735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -203735.859375 Penalty: 757.404175
	Iteration 25Q: 3 clusters Score -203735.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -203735.859375 Penalty: 757.404175
	Iteration 26F: 3 clusters Score -203735.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -267547.656250 Penalty: 393.764679
	Iteration 0F: 2 clusters Score -267547.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -263638.562500 Penalty: 787.529358
	Iteration 0F: 3 clusters Score -263638.6 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -265192.562500 Penalty: 787.529358
	Iteration 1F: 3 clusters Score -265192.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -265417.000000 Penalty: 787.529358
	Iteration 2F: 3 clusters Score -265417 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -265663.968750 Penalty: 787.529358
	Iteration 3F: 3 clusters Score -265664 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -265914.062500 Penalty: 787.529358
	Iteration 4F: 3 clusters Score -265914.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -266140.250000 Penalty: 787.529358
	Iteration 5F: 3 clusters Score -266140.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -266335.937500 Penalty: 787.529358
	Iteration 6F: 3 clusters Score -266335.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -266500.125000 Penalty: 787.529358
	Iteration 7Q: 3 clusters Score -266500.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -266646.718750 Penalty: 787.529358
	Iteration 8Q: 3 clusters Score -266646.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -266752.375000 Penalty: 787.529358
	Iteration 9Q: 3 clusters Score -266752.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -266827.750000 Penalty: 787.529358
	Iteration 10Q: 3 clusters Score -266827.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -266878.656250 Penalty: 787.529358
	Iteration 11Q: 3 clusters Score -266878.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -266919.750000 Penalty: 787.529358
	Iteration 12Q: 3 clusters Score -266919.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -266960.843750 Penalty: 787.529358
	Iteration 13Q: 3 clusters Score -266960.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -266997.406250 Penalty: 787.529358
	Iteration 14Q: 3 clusters Score -266997.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -267023.437500 Penalty: 787.529358
	Iteration 15Q: 3 clusters Score -267023.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -267041.031250 Penalty: 787.529358
	Iteration 16Q: 3 clusters Score -267041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -267052.843750 Penalty: 787.529358
	Iteration 17Q: 3 clusters Score -267052.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -267061.406250 Penalty: 787.529358
	Iteration 18Q: 3 clusters Score -267061.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -267066.718750 Penalty: 787.529358
	Iteration 19Q: 3 clusters Score -267066.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -267069.343750 Penalty: 787.529358
	Iteration 20F: 3 clusters Score -267069.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -267073.218750 Penalty: 787.529358
	Iteration 21Q: 3 clusters Score -267073.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -267077.312500 Penalty: 787.529358
	Iteration 22Q: 3 clusters Score -267077.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -267079.531250 Penalty: 787.529358
	Iteration 23Q: 3 clusters Score -267079.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -267082.468750 Penalty: 787.529358
	Iteration 24Q: 3 clusters Score -267082.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -267083.843750 Penalty: 787.529358
	Iteration 25Q: 3 clusters Score -267083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -267084.843750 Penalty: 787.529358
	Iteration 26Q: 3 clusters Score -267084.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -267085.437500 Penalty: 787.529358
	Iteration 27Q: 3 clusters Score -267085.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -267085.750000 Penalty: 787.529358
	Iteration 28Q: 3 clusters Score -267085.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -267087.187500 Penalty: 787.529358
	Iteration 29Q: 3 clusters Score -267087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -267088.343750 Penalty: 787.529358
	Iteration 30Q: 3 clusters Score -267088.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -267089.125000 Penalty: 787.529358
	Iteration 31Q: 3 clusters Score -267089.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -267090.375000 Penalty: 787.529358
	Iteration 32Q: 3 clusters Score -267090.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -267091.781250 Penalty: 787.529358
	Iteration 33Q: 3 clusters Score -267091.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -267093.875000 Penalty: 787.529358
	Iteration 34Q: 3 clusters Score -267093.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -267095.000000 Penalty: 787.529358
	Iteration 35Q: 3 clusters Score -267095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -267096.187500 Penalty: 787.529358
	Iteration 36Q: 3 clusters Score -267096.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -267097.250000 Penalty: 787.529358
	Iteration 37Q: 3 clusters Score -267097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -267098.468750 Penalty: 787.529358
	Iteration 38Q: 3 clusters Score -267098.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -267100.500000 Penalty: 787.529358
	Iteration 39Q: 3 clusters Score -267100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -267101.093750 Penalty: 787.529358
	Iteration 40F: 3 clusters Score -267101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -267102.156250 Penalty: 787.529358
	Iteration 41Q: 3 clusters Score -267102.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -267103.531250 Penalty: 787.529358
	Iteration 42Q: 3 clusters Score -267103.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -267104.750000 Penalty: 787.529358
	Iteration 43Q: 3 clusters Score -267104.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -267107.375000 Penalty: 787.529358
	Iteration 44Q: 3 clusters Score -267107.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -267109.437500 Penalty: 787.529358
	Iteration 45Q: 3 clusters Score -267109.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -267110.781250 Penalty: 787.529358
	Iteration 46Q: 3 clusters Score -267110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -267111.562500 Penalty: 787.529358
	Iteration 47Q: 3 clusters Score -267111.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -267111.875000 Penalty: 787.529358
	Iteration 48Q: 3 clusters Score -267111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -267112.000000 Penalty: 787.529358
	Iteration 49Q: 3 clusters Score -267112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -267113.093750 Penalty: 787.529358
	Iteration 50Q: 3 clusters Score -267113.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -267113.343750 Penalty: 787.529358
	Iteration 51Q: 3 clusters Score -267113.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -267113.968750 Penalty: 787.529358
	Iteration 52Q: 3 clusters Score -267114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -267114.906250 Penalty: 787.529358
	Iteration 53Q: 3 clusters Score -267114.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -267115.343750 Penalty: 787.529358
	Iteration 54Q: 3 clusters Score -267115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -267115.906250 Penalty: 787.529358
	Iteration 55Q: 3 clusters Score -267115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -267115.968750 Penalty: 787.529358
	Iteration 56Q: 3 clusters Score -267116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -267116.500000 Penalty: 787.529358
	Iteration 57Q: 3 clusters Score -267116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -267116.906250 Penalty: 787.529358
	Iteration 58Q: 3 clusters Score -267116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -267117.531250 Penalty: 787.529358
	Iteration 59Q: 3 clusters Score -267117.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -267119.093750 Penalty: 787.529358
	Iteration 60F: 3 clusters Score -267119.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -267121.468750 Penalty: 787.529358
	Iteration 61Q: 3 clusters Score -267121.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -267125.312500 Penalty: 787.529358
	Iteration 62Q: 3 clusters Score -267125.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -267126.750000 Penalty: 787.529358
	Iteration 63Q: 3 clusters Score -267126.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -267129.468750 Penalty: 787.529358
	Iteration 64Q: 3 clusters Score -267129.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -267131.968750 Penalty: 787.529358
	Iteration 65Q: 3 clusters Score -267132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -267133.562500 Penalty: 787.529358
	Iteration 66Q: 3 clusters Score -267133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -267134.000000 Penalty: 787.529358
	Iteration 67Q: 3 clusters Score -267134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -267135.125000 Penalty: 787.529358
	Iteration 68Q: 3 clusters Score -267135.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -267136.000000 Penalty: 787.529358
	Iteration 69Q: 3 clusters Score -267136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -267135.843750 Penalty: 787.529358
	Iteration 70Q: 3 clusters Score -267135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -267136.125000 Penalty: 787.529358
	Iteration 71Q: 3 clusters Score -267136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -267136.437500 Penalty: 787.529358
	Iteration 72Q: 3 clusters Score -267136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -267136.531250 Penalty: 787.529358
	Iteration 73Q: 3 clusters Score -267136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -267136.375000 Penalty: 787.529358
	Iteration 74Q: 3 clusters Score -267136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -267136.375000 Penalty: 787.529358
	Iteration 75F: 3 clusters Score -267136.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Entering Unmasked Estep 
Score: -779744.187500 Penalty: 439.733337
	Iteration 0F: 2 clusters Score -779744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -769302.125000 Penalty: 879.466675
	Iteration 0F: 3 clusters Score -769302.1 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -773215.250000 Penalty: 879.466675
	Iteration 1F: 3 clusters Score -773215.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -773350.812500 Penalty: 879.466675
	Iteration 2Q: 3 clusters Score -773350.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -773517.500000 Penalty: 879.466675
	Iteration 3Q: 3 clusters Score -773517.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -773750.187500 Penalty: 879.466675
	Iteration 4Q: 3 clusters Score -773750.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -774112.062500 Penalty: 879.466675
	Iteration 5Q: 3 clusters Score -774112.1 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -774738.625000 Penalty: 879.466675
	Iteration 6F: 3 clusters Score -774738.6 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -775725.437500 Penalty: 879.466675
	Iteration 7F: 3 clusters Score -775725.4 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -776808.937500 Penalty: 879.466675
	Iteration 8F: 3 clusters Score -776808.9 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -777618.625000 Penalty: 879.466675
	Iteration 9F: 3 clusters Score -777618.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -778107.812500 Penalty: 879.466675
	Iteration 10Q: 3 clusters Score -778107.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -778403.562500 Penalty: 879.466675
	Iteration 11Q: 3 clusters Score -778403.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -778621.812500 Penalty: 879.466675
	Iteration 12Q: 3 clusters Score -778621.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -778773.562500 Penalty: 879.466675
	Iteration 13Q: 3 clusters Score -778773.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -778894.625000 Penalty: 879.466675
	Iteration 14Q: 3 clusters Score -778894.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -778989.937500 Penalty: 879.466675
	Iteration 15Q: 3 clusters Score -778989.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -779069.125000 Penalty: 879.466675
	Iteration 16Q: 3 clusters Score -779069.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -779123.687500 Penalty: 879.466675
	Iteration 17Q: 3 clusters Score -779123.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -779170.375000 Penalty: 879.466675
	Iteration 18Q: 3 clusters Score -779170.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -779207.375000 Penalty: 879.466675
	Iteration 19Q: 3 clusters Score -779207.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -779236.000000 Penalty: 879.466675
	Iteration 20F: 3 clusters Score -779236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -779257.187500 Penalty: 879.466675
	Iteration 21Q: 3 clusters Score -779257.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -779275.125000 Penalty: 879.466675
	Iteration 22Q: 3 clusters Score -779275.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -779290.125000 Penalty: 879.466675
	Iteration 23Q: 3 clusters Score -779290.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -779299.437500 Penalty: 879.466675
	Iteration 24Q: 3 clusters Score -779299.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -779315.437500 Penalty: 879.466675
	Iteration 25Q: 3 clusters Score -779315.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -779326.750000 Penalty: 879.466675
	Iteration 26Q: 3 clusters Score -779326.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -779335.250000 Penalty: 879.466675
	Iteration 27Q: 3 clusters Score -779335.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -779344.562500 Penalty: 879.466675
	Iteration 28Q: 3 clusters Score -779344.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -779350.250000 Penalty: 879.466675
	Iteration 29Q: 3 clusters Score -779350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -779353.250000 Penalty: 879.466675
	Iteration 30Q: 3 clusters Score -779353.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -779357.125000 Penalty: 879.466675
	Iteration 31Q: 3 clusters Score -779357.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -779361.875000 Penalty: 879.466675
	Iteration 32Q: 3 clusters Score -779361.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -779368.687500 Penalty: 879.466675
	Iteration 33Q: 3 clusters Score -779368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -779369.062500 Penalty: 879.466675
	Iteration 34Q: 3 clusters Score -779369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -779369.062500 Penalty: 879.466675
	Iteration 35Q: 3 clusters Score -779369.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -779369.687500 Penalty: 879.466675
	Iteration 36Q: 3 clusters Score -779369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -779370.187500 Penalty: 879.466675
	Iteration 37Q: 3 clusters Score -779370.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -779370.187500 Penalty: 879.466675
	Iteration 38F: 3 clusters Score -779370.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7457.192871 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7457.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7196.361816 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -7196.362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7266.435547 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -7266.436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7282.897949 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -7282.898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7285.308594 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -7285.309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7285.308594 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -7285.309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -68731.679688 Penalty: 325.428223
	Iteration 0F: 2 clusters Score -68731.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -67735.570312 Penalty: 650.856445
	Iteration 0F: 3 clusters Score -67735.57 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -68076.757812 Penalty: 650.856445
	Iteration 1F: 3 clusters Score -68076.76 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -68121.250000 Penalty: 650.856445
	Iteration 2F: 3 clusters Score -68121.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -68142.921875 Penalty: 650.856445
	Iteration 3Q: 3 clusters Score -68142.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -68162.210938 Penalty: 650.856445
	Iteration 4Q: 3 clusters Score -68162.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -68179.414062 Penalty: 650.856445
	Iteration 5Q: 3 clusters Score -68179.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -68195.132812 Penalty: 650.856445
	Iteration 6Q: 3 clusters Score -68195.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -68209.609375 Penalty: 650.856445
	Iteration 7Q: 3 clusters Score -68209.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -68235.640625 Penalty: 650.856445
	Iteration 8Q: 3 clusters Score -68235.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -68255.976562 Penalty: 650.856445
	Iteration 9Q: 3 clusters Score -68255.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -68273.000000 Penalty: 650.856445
	Iteration 10Q: 3 clusters Score -68273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -68297.460938 Penalty: 650.856445
	Iteration 11Q: 3 clusters Score -68297.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -68313.859375 Penalty: 650.856445
	Iteration 12Q: 3 clusters Score -68313.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -68323.187500 Penalty: 650.856445
	Iteration 13Q: 3 clusters Score -68323.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -68328.750000 Penalty: 650.856445
	Iteration 14Q: 3 clusters Score -68328.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -68333.820312 Penalty: 650.856445
	Iteration 15Q: 3 clusters Score -68333.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -68340.835938 Penalty: 650.856445
	Iteration 16Q: 3 clusters Score -68340.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -68344.031250 Penalty: 650.856445
	Iteration 17Q: 3 clusters Score -68344.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -68347.093750 Penalty: 650.856445
	Iteration 18Q: 3 clusters Score -68347.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -68350.476562 Penalty: 650.856445
	Iteration 19Q: 3 clusters Score -68350.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -68356.218750 Penalty: 650.856445
	Iteration 20F: 3 clusters Score -68356.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -68361.656250 Penalty: 650.856445
	Iteration 21Q: 3 clusters Score -68361.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -68368.109375 Penalty: 650.856445
	Iteration 22Q: 3 clusters Score -68368.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -68376.515625 Penalty: 650.856445
	Iteration 23Q: 3 clusters Score -68376.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -68381.976562 Penalty: 650.856445
	Iteration 24Q: 3 clusters Score -68381.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -68390.203125 Penalty: 650.856445
	Iteration 25Q: 3 clusters Score -68390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -68394.976562 Penalty: 650.856445
	Iteration 26Q: 3 clusters Score -68394.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -68399.296875 Penalty: 650.856445
	Iteration 27Q: 3 clusters Score -68399.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -68406.671875 Penalty: 650.856445
	Iteration 28Q: 3 clusters Score -68406.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -68416.921875 Penalty: 650.856445
	Iteration 29Q: 3 clusters Score -68416.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -68426.132812 Penalty: 650.856445
	Iteration 30Q: 3 clusters Score -68426.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -68428.468750 Penalty: 650.856445
	Iteration 31Q: 3 clusters Score -68428.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -68430.226562 Penalty: 650.856445
	Iteration 32Q: 3 clusters Score -68430.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -68433.960938 Penalty: 650.856445
	Iteration 33Q: 3 clusters Score -68433.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -68435.835938 Penalty: 650.856445
	Iteration 34Q: 3 clusters Score -68435.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -68443.429688 Penalty: 650.856445
	Iteration 35Q: 3 clusters Score -68443.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -68445.492188 Penalty: 650.856445
	Iteration 36Q: 3 clusters Score -68445.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -68445.828125 Penalty: 650.856445
	Iteration 37Q: 3 clusters Score -68445.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -68445.828125 Penalty: 650.856445
	Iteration 38F: 3 clusters Score -68445.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -13008.077148 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -13008.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12646.220703 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -12646.22 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12804.779297 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -12804.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12832.789062 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -12832.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12842.641602 Penalty: 534.873962
	Iteration 3Q: 3 clusters Score -12842.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12850.857422 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -12850.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12858.849609 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -12858.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12866.567383 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -12866.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12871.601562 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -12871.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12876.654297 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -12876.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12883.238281 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -12883.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12892.200195 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -12892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12895.444336 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -12895.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12896.767578 Penalty: 534.873962
	Iteration 12Q: 3 clusters Score -12896.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12896.767578 Penalty: 534.873962
	Iteration 13F: 3 clusters Score -12896.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -50481.019531 Penalty: 316.174835
	Iteration 0F: 2 clusters Score -50481.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -49627.175781 Penalty: 632.349670
	Iteration 0F: 3 clusters Score -49627.18 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -49853.132812 Penalty: 632.349670
	Iteration 1F: 3 clusters Score -49853.13 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -49905.195312 Penalty: 632.349670
	Iteration 2F: 3 clusters Score -49905.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -49952.261719 Penalty: 632.349670
	Iteration 3F: 3 clusters Score -49952.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -49994.136719 Penalty: 632.349670
	Iteration 4F: 3 clusters Score -49994.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -50033.718750 Penalty: 632.349670
	Iteration 5Q: 3 clusters Score -50033.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -50065.867188 Penalty: 632.349670
	Iteration 6Q: 3 clusters Score -50065.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -50098.167969 Penalty: 632.349670
	Iteration 7Q: 3 clusters Score -50098.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -50114.105469 Penalty: 632.349670
	Iteration 8Q: 3 clusters Score -50114.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -50124.007812 Penalty: 632.349670
	Iteration 9Q: 3 clusters Score -50124.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -50131.441406 Penalty: 632.349670
	Iteration 10Q: 3 clusters Score -50131.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -50136.148438 Penalty: 632.349670
	Iteration 11Q: 3 clusters Score -50136.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -50140.066406 Penalty: 632.349670
	Iteration 12Q: 3 clusters Score -50140.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -50142.937500 Penalty: 632.349670
	Iteration 13Q: 3 clusters Score -50142.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -50146.792969 Penalty: 632.349670
	Iteration 14Q: 3 clusters Score -50146.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -50149.195312 Penalty: 632.349670
	Iteration 15Q: 3 clusters Score -50149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -50152.507812 Penalty: 632.349670
	Iteration 16Q: 3 clusters Score -50152.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -50155.406250 Penalty: 632.349670
	Iteration 17Q: 3 clusters Score -50155.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -50157.617188 Penalty: 632.349670
	Iteration 18Q: 3 clusters Score -50157.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -50158.261719 Penalty: 632.349670
	Iteration 19Q: 3 clusters Score -50158.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -50158.851562 Penalty: 632.349670
	Iteration 20F: 3 clusters Score -50158.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Entering Unmasked Estep 
Score: -180062.593750 Penalty: 377.059662
	Iteration 0F: 2 clusters Score -180062.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -177374.515625 Penalty: 754.119324
	Iteration 0F: 3 clusters Score -177374.5 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -178410.421875 Penalty: 754.119324
	Iteration 1F: 3 clusters Score -178410.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -178580.875000 Penalty: 754.119324
	Iteration 2F: 3 clusters Score -178580.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -178739.359375 Penalty: 754.119324
	Iteration 3F: 3 clusters Score -178739.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -178876.312500 Penalty: 754.119324
	Iteration 4F: 3 clusters Score -178876.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -179026.750000 Penalty: 754.119324
	Iteration 5F: 3 clusters Score -179026.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -179189.171875 Penalty: 754.119324
	Iteration 6F: 3 clusters Score -179189.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -179341.328125 Penalty: 754.119324
	Iteration 7Q: 3 clusters Score -179341.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -179459.484375 Penalty: 754.119324
	Iteration 8Q: 3 clusters Score -179459.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -179544.093750 Penalty: 754.119324
	Iteration 9Q: 3 clusters Score -179544.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -179593.984375 Penalty: 754.119324
	Iteration 10Q: 3 clusters Score -179594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -179629.546875 Penalty: 754.119324
	Iteration 11Q: 3 clusters Score -179629.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -179652.984375 Penalty: 754.119324
	Iteration 12Q: 3 clusters Score -179653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -179675.265625 Penalty: 754.119324
	Iteration 13Q: 3 clusters Score -179675.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -179697.968750 Penalty: 754.119324
	Iteration 14Q: 3 clusters Score -179698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -179713.609375 Penalty: 754.119324
	Iteration 15Q: 3 clusters Score -179713.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -179727.015625 Penalty: 754.119324
	Iteration 16Q: 3 clusters Score -179727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -179739.968750 Penalty: 754.119324
	Iteration 17Q: 3 clusters Score -179740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -179747.796875 Penalty: 754.119324
	Iteration 18Q: 3 clusters Score -179747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -179752.218750 Penalty: 754.119324
	Iteration 19Q: 3 clusters Score -179752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -179755.234375 Penalty: 754.119324
	Iteration 20F: 3 clusters Score -179755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -179755.796875 Penalty: 754.119324
	Iteration 21Q: 3 clusters Score -179755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -179756.031250 Penalty: 754.119324
	Iteration 22Q: 3 clusters Score -179756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -179756.031250 Penalty: 754.119324
	Iteration 23F: 3 clusters Score -179756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -121087.687500 Penalty: 356.698425
	Iteration 0F: 2 clusters Score -121087.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -119289.007812 Penalty: 713.396851
	Iteration 0F: 3 clusters Score -119289 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -119984.593750 Penalty: 713.396851
	Iteration 1F: 3 clusters Score -119984.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -120115.234375 Penalty: 713.396851
	Iteration 2F: 3 clusters Score -120115.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -120245.320312 Penalty: 713.396851
	Iteration 3F: 3 clusters Score -120245.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -120356.773438 Penalty: 713.396851
	Iteration 4F: 3 clusters Score -120356.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -120469.812500 Penalty: 713.396851
	Iteration 5Q: 3 clusters Score -120469.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -120555.343750 Penalty: 713.396851
	Iteration 6Q: 3 clusters Score -120555.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -120606.718750 Penalty: 713.396851
	Iteration 7Q: 3 clusters Score -120606.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -120643.070312 Penalty: 713.396851
	Iteration 8Q: 3 clusters Score -120643.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -120665.257812 Penalty: 713.396851
	Iteration 9Q: 3 clusters Score -120665.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -120682.289062 Penalty: 713.396851
	Iteration 10Q: 3 clusters Score -120682.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -120695.390625 Penalty: 713.396851
	Iteration 11Q: 3 clusters Score -120695.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -120708.960938 Penalty: 713.396851
	Iteration 12Q: 3 clusters Score -120709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -120722.468750 Penalty: 713.396851
	Iteration 13Q: 3 clusters Score -120722.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -120733.335938 Penalty: 713.396851
	Iteration 14Q: 3 clusters Score -120733.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -120738.632812 Penalty: 713.396851
	Iteration 15Q: 3 clusters Score -120738.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -120745.812500 Penalty: 713.396851
	Iteration 16Q: 3 clusters Score -120745.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -120752.507812 Penalty: 713.396851
	Iteration 17Q: 3 clusters Score -120752.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -120757.523438 Penalty: 713.396851
	Iteration 18Q: 3 clusters Score -120757.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -120763.625000 Penalty: 713.396851
	Iteration 19Q: 3 clusters Score -120763.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -120768.398438 Penalty: 713.396851
	Iteration 20F: 3 clusters Score -120768.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -120773.179688 Penalty: 713.396851
	Iteration 21Q: 3 clusters Score -120773.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -120776.867188 Penalty: 713.396851
	Iteration 22Q: 3 clusters Score -120776.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -120782.085938 Penalty: 713.396851
	Iteration 23Q: 3 clusters Score -120782.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -120786.734375 Penalty: 713.396851
	Iteration 24Q: 3 clusters Score -120786.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -120791.539062 Penalty: 713.396851
	Iteration 25Q: 3 clusters Score -120791.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -120801.054688 Penalty: 713.396851
	Iteration 26Q: 3 clusters Score -120801.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -120805.093750 Penalty: 713.396851
	Iteration 27Q: 3 clusters Score -120805.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -120805.625000 Penalty: 713.396851
	Iteration 28Q: 3 clusters Score -120805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -120806.437500 Penalty: 713.396851
	Iteration 29Q: 3 clusters Score -120806.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -120806.843750 Penalty: 713.396851
	Iteration 30Q: 3 clusters Score -120806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -120807.171875 Penalty: 713.396851
	Iteration 31Q: 3 clusters Score -120807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -120807.289062 Penalty: 713.396851
	Iteration 32Q: 3 clusters Score -120807.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -120807.289062 Penalty: 713.396851
	Iteration 33F: 3 clusters Score -120807.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Entering Unmasked Estep 
Score: -285004.250000 Penalty: 396.325714
	Iteration 0F: 2 clusters Score -285004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -280972.156250 Penalty: 792.651428
	Iteration 0F: 3 clusters Score -280972.2 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -282576.375000 Penalty: 792.651428
	Iteration 1F: 3 clusters Score -282576.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -282866.937500 Penalty: 792.651428
	Iteration 2F: 3 clusters Score -282866.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -283206.812500 Penalty: 792.651428
	Iteration 3F: 3 clusters Score -283206.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -283544.812500 Penalty: 792.651428
	Iteration 4F: 3 clusters Score -283544.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -283871.375000 Penalty: 792.651428
	Iteration 5F: 3 clusters Score -283871.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -284146.312500 Penalty: 792.651428
	Iteration 6Q: 3 clusters Score -284146.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -284338.250000 Penalty: 792.651428
	Iteration 7Q: 3 clusters Score -284338.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -284422.187500 Penalty: 792.651428
	Iteration 8Q: 3 clusters Score -284422.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -284450.500000 Penalty: 792.651428
	Iteration 9Q: 3 clusters Score -284450.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -284461.500000 Penalty: 792.651428
	Iteration 10Q: 3 clusters Score -284461.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -284469.343750 Penalty: 792.651428
	Iteration 11Q: 3 clusters Score -284469.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -284474.343750 Penalty: 792.651428
	Iteration 12Q: 3 clusters Score -284474.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -284476.843750 Penalty: 792.651428
	Iteration 13Q: 3 clusters Score -284476.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -284480.343750 Penalty: 792.651428
	Iteration 14Q: 3 clusters Score -284480.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -284484.593750 Penalty: 792.651428
	Iteration 15Q: 3 clusters Score -284484.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -284488.000000 Penalty: 792.651428
	Iteration 16Q: 3 clusters Score -284488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -284493.500000 Penalty: 792.651428
	Iteration 17Q: 3 clusters Score -284493.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -284500.968750 Penalty: 792.651428
	Iteration 18Q: 3 clusters Score -284501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -284508.718750 Penalty: 792.651428
	Iteration 19Q: 3 clusters Score -284508.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -284517.625000 Penalty: 792.651428
	Iteration 20F: 3 clusters Score -284517.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -284527.312500 Penalty: 792.651428
	Iteration 21Q: 3 clusters Score -284527.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -284535.375000 Penalty: 792.651428
	Iteration 22Q: 3 clusters Score -284535.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -284546.750000 Penalty: 792.651428
	Iteration 23Q: 3 clusters Score -284546.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -284552.687500 Penalty: 792.651428
	Iteration 24Q: 3 clusters Score -284552.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -284559.000000 Penalty: 792.651428
	Iteration 25Q: 3 clusters Score -284559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -284569.187500 Penalty: 792.651428
	Iteration 26Q: 3 clusters Score -284569.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -284577.781250 Penalty: 792.651428
	Iteration 27Q: 3 clusters Score -284577.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -284588.781250 Penalty: 792.651428
	Iteration 28Q: 3 clusters Score -284588.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -284601.156250 Penalty: 792.651428
	Iteration 29Q: 3 clusters Score -284601.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -284613.750000 Penalty: 792.651428
	Iteration 30Q: 3 clusters Score -284613.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -284625.625000 Penalty: 792.651428
	Iteration 31Q: 3 clusters Score -284625.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -284633.312500 Penalty: 792.651428
	Iteration 32Q: 3 clusters Score -284633.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -284640.343750 Penalty: 792.651428
	Iteration 33Q: 3 clusters Score -284640.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -284646.656250 Penalty: 792.651428
	Iteration 34Q: 3 clusters Score -284646.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -284650.156250 Penalty: 792.651428
	Iteration 35Q: 3 clusters Score -284650.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -284653.281250 Penalty: 792.651428
	Iteration 36Q: 3 clusters Score -284653.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -284657.687500 Penalty: 792.651428
	Iteration 37Q: 3 clusters Score -284657.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -284660.125000 Penalty: 792.651428
	Iteration 38Q: 3 clusters Score -284660.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -284664.750000 Penalty: 792.651428
	Iteration 39Q: 3 clusters Score -284664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -284668.093750 Penalty: 792.651428
	Iteration 40F: 3 clusters Score -284668.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -284670.218750 Penalty: 792.651428
	Iteration 41Q: 3 clusters Score -284670.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -284672.562500 Penalty: 792.651428
	Iteration 42Q: 3 clusters Score -284672.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -284673.875000 Penalty: 792.651428
	Iteration 43Q: 3 clusters Score -284673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -284674.562500 Penalty: 792.651428
	Iteration 44Q: 3 clusters Score -284674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -284675.531250 Penalty: 792.651428
	Iteration 45Q: 3 clusters Score -284675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -284676.406250 Penalty: 792.651428
	Iteration 46Q: 3 clusters Score -284676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -284677.500000 Penalty: 792.651428
	Iteration 47Q: 3 clusters Score -284677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -284678.000000 Penalty: 792.651428
	Iteration 48Q: 3 clusters Score -284678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -284679.031250 Penalty: 792.651428
	Iteration 49Q: 3 clusters Score -284679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -284680.156250 Penalty: 792.651428
	Iteration 50Q: 3 clusters Score -284680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -284680.562500 Penalty: 792.651428
	Iteration 51Q: 3 clusters Score -284680.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -284681.093750 Penalty: 792.651428
	Iteration 52Q: 3 clusters Score -284681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -284683.062500 Penalty: 792.651428
	Iteration 53Q: 3 clusters Score -284683.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -284684.562500 Penalty: 792.651428
	Iteration 54Q: 3 clusters Score -284684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -284685.812500 Penalty: 792.651428
	Iteration 55Q: 3 clusters Score -284685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -284687.718750 Penalty: 792.651428
	Iteration 56Q: 3 clusters Score -284687.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -284688.093750 Penalty: 792.651428
	Iteration 57Q: 3 clusters Score -284688.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -284689.343750 Penalty: 792.651428
	Iteration 58Q: 3 clusters Score -284689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -284690.687500 Penalty: 792.651428
	Iteration 59Q: 3 clusters Score -284690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -284691.687500 Penalty: 792.651428
	Iteration 60F: 3 clusters Score -284691.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -284693.500000 Penalty: 792.651428
	Iteration 61Q: 3 clusters Score -284693.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -284694.000000 Penalty: 792.651428
	Iteration 62Q: 3 clusters Score -284694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -284695.187500 Penalty: 792.651428
	Iteration 63Q: 3 clusters Score -284695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -284695.937500 Penalty: 792.651428
	Iteration 64Q: 3 clusters Score -284695.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -284698.093750 Penalty: 792.651428
	Iteration 65Q: 3 clusters Score -284698.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -284699.531250 Penalty: 792.651428
	Iteration 66Q: 3 clusters Score -284699.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -284700.031250 Penalty: 792.651428
	Iteration 67Q: 3 clusters Score -284700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -284700.718750 Penalty: 792.651428
	Iteration 68Q: 3 clusters Score -284700.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -284702.062500 Penalty: 792.651428
	Iteration 69Q: 3 clusters Score -284702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -284703.312500 Penalty: 792.651428
	Iteration 70Q: 3 clusters Score -284703.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -284703.343750 Penalty: 792.651428
	Iteration 71Q: 3 clusters Score -284703.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -284703.250000 Penalty: 792.651428
	Iteration 72Q: 3 clusters Score -284703.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -284703.468750 Penalty: 792.651428
	Iteration 73Q: 3 clusters Score -284703.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -284703.531250 Penalty: 792.651428
	Iteration 74Q: 3 clusters Score -284703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -284703.531250 Penalty: 792.651428
	Iteration 75F: 3 clusters Score -284703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -16718.371094 Penalty: 269.675140
	Iteration 0F: 2 clusters Score -16718.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16334.232422 Penalty: 539.350281
	Iteration 0F: 3 clusters Score -16334.23 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16453.248047 Penalty: 539.350281
	Iteration 1F: 3 clusters Score -16453.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16486.177734 Penalty: 539.350281
	Iteration 2F: 3 clusters Score -16486.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16510.316406 Penalty: 539.350281
	Iteration 3Q: 3 clusters Score -16510.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16522.449219 Penalty: 539.350281
	Iteration 4Q: 3 clusters Score -16522.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16529.269531 Penalty: 539.350281
	Iteration 5Q: 3 clusters Score -16529.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16538.642578 Penalty: 539.350281
	Iteration 6Q: 3 clusters Score -16538.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16543.632812 Penalty: 539.350281
	Iteration 7Q: 3 clusters Score -16543.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16551.277344 Penalty: 539.350281
	Iteration 8Q: 3 clusters Score -16551.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16559.126953 Penalty: 539.350281
	Iteration 9Q: 3 clusters Score -16559.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16568.507812 Penalty: 539.350281
	Iteration 10Q: 3 clusters Score -16568.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16571.863281 Penalty: 539.350281
	Iteration 11Q: 3 clusters Score -16571.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16572.560547 Penalty: 539.350281
	Iteration 12Q: 3 clusters Score -16572.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16573.384766 Penalty: 539.350281
	Iteration 13Q: 3 clusters Score -16573.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16577.013672 Penalty: 539.350281
	Iteration 14Q: 3 clusters Score -16577.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16577.414062 Penalty: 539.350281
	Iteration 15Q: 3 clusters Score -16577.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16577.414062 Penalty: 539.350281
	Iteration 16F: 3 clusters Score -16577.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -7181.626465 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -7181.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6928.350098 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -6928.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6976.309570 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -6976.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6986.417969 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -6986.418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6998.998535 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -6998.999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7013.467285 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -7013.467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7028.230957 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -7028.231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7028.230957 Penalty: 455.359100
	Iteration 6F: 3 clusters Score -7028.231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -61262.585938 Penalty: 323.088776
	Iteration 0F: 2 clusters Score -61262.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -60347.433594 Penalty: 646.177551
	Iteration 0F: 3 clusters Score -60347.43 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -60830.050781 Penalty: 646.177551
	Iteration 1F: 3 clusters Score -60830.05 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -60998.394531 Penalty: 646.177551
	Iteration 2F: 3 clusters Score -60998.39 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -61085.250000 Penalty: 646.177551
	Iteration 3F: 3 clusters Score -61085.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -61126.164062 Penalty: 646.177551
	Iteration 4Q: 3 clusters Score -61126.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -61152.398438 Penalty: 646.177551
	Iteration 5Q: 3 clusters Score -61152.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -61170.160156 Penalty: 646.177551
	Iteration 6Q: 3 clusters Score -61170.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -61178.437500 Penalty: 646.177551
	Iteration 7Q: 3 clusters Score -61178.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -61187.410156 Penalty: 646.177551
	Iteration 8Q: 3 clusters Score -61187.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -61193.542969 Penalty: 646.177551
	Iteration 9Q: 3 clusters Score -61193.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -61199.531250 Penalty: 646.177551
	Iteration 10Q: 3 clusters Score -61199.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -61203.785156 Penalty: 646.177551
	Iteration 11Q: 3 clusters Score -61203.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -61207.007812 Penalty: 646.177551
	Iteration 12Q: 3 clusters Score -61207.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -61210.804688 Penalty: 646.177551
	Iteration 13Q: 3 clusters Score -61210.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -61212.585938 Penalty: 646.177551
	Iteration 14Q: 3 clusters Score -61212.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -61215.132812 Penalty: 646.177551
	Iteration 15Q: 3 clusters Score -61215.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -61217.773438 Penalty: 646.177551
	Iteration 16Q: 3 clusters Score -61217.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -61219.179688 Penalty: 646.177551
	Iteration 17Q: 3 clusters Score -61219.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -61220.218750 Penalty: 646.177551
	Iteration 18Q: 3 clusters Score -61220.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -61220.925781 Penalty: 646.177551
	Iteration 19Q: 3 clusters Score -61220.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -61221.304688 Penalty: 646.177551
	Iteration 20F: 3 clusters Score -61221.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Entering Unmasked Estep 
Score: -894237.125000 Penalty: 448.135742
	Iteration 0F: 2 clusters Score -894237.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -881641.687500 Penalty: 896.271484
	Iteration 0F: 3 clusters Score -881641.7 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -887178.062500 Penalty: 896.271484
	Iteration 1F: 3 clusters Score -887178.1 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -887874.750000 Penalty: 896.271484
	Iteration 2F: 3 clusters Score -887874.8 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -888767.125000 Penalty: 896.271484
	Iteration 3F: 3 clusters Score -888767.1 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -889804.375000 Penalty: 896.271484
	Iteration 4F: 3 clusters Score -889804.4 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -890912.625000 Penalty: 896.271484
	Iteration 5F: 3 clusters Score -890912.6 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -891808.312500 Penalty: 896.271484
	Iteration 6F: 3 clusters Score -891808.3 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -892438.750000 Penalty: 896.271484
	Iteration 7Q: 3 clusters Score -892438.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -892902.187500 Penalty: 896.271484
	Iteration 8Q: 3 clusters Score -892902.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -893243.750000 Penalty: 896.271484
	Iteration 9Q: 3 clusters Score -893243.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -893493.000000 Penalty: 896.271484
	Iteration 10Q: 3 clusters Score -893493 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -893689.375000 Penalty: 896.271484
	Iteration 11Q: 3 clusters Score -893689.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -893806.625000 Penalty: 896.271484
	Iteration 12Q: 3 clusters Score -893806.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -893886.250000 Penalty: 896.271484
	Iteration 13Q: 3 clusters Score -893886.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -893946.187500 Penalty: 896.271484
	Iteration 14Q: 3 clusters Score -893946.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -894001.312500 Penalty: 896.271484
	Iteration 15Q: 3 clusters Score -894001.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -894041.687500 Penalty: 896.271484
	Iteration 16Q: 3 clusters Score -894041.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -894077.250000 Penalty: 896.271484
	Iteration 17Q: 3 clusters Score -894077.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -894097.062500 Penalty: 896.271484
	Iteration 18Q: 3 clusters Score -894097.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -894110.625000 Penalty: 896.271484
	Iteration 19Q: 3 clusters Score -894110.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -894123.875000 Penalty: 896.271484
	Iteration 20F: 3 clusters Score -894123.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -894127.312500 Penalty: 896.271484
	Iteration 21Q: 3 clusters Score -894127.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -894130.937500 Penalty: 896.271484
	Iteration 22Q: 3 clusters Score -894130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -894135.375000 Penalty: 896.271484
	Iteration 23Q: 3 clusters Score -894135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -894136.375000 Penalty: 896.271484
	Iteration 24Q: 3 clusters Score -894136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -894136.062500 Penalty: 896.271484
	Iteration 25Q: 3 clusters Score -894136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -894136.062500 Penalty: 896.271484
	Iteration 26F: 3 clusters Score -894136.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Entering Unmasked Estep 
Score: -264855.062500 Penalty: 391.092957
	Iteration 0F: 2 clusters Score -264855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -261188.093750 Penalty: 782.185913
	Iteration 0F: 3 clusters Score -261188.1 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -262687.781250 Penalty: 782.185913
	Iteration 1F: 3 clusters Score -262687.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -263002.781250 Penalty: 782.185913
	Iteration 2F: 3 clusters Score -263002.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -263331.781250 Penalty: 782.185913
	Iteration 3F: 3 clusters Score -263331.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -263645.718750 Penalty: 782.185913
	Iteration 4F: 3 clusters Score -263645.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -263891.437500 Penalty: 782.185913
	Iteration 5F: 3 clusters Score -263891.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -264024.406250 Penalty: 782.185913
	Iteration 6Q: 3 clusters Score -264024.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -264103.031250 Penalty: 782.185913
	Iteration 7Q: 3 clusters Score -264103 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -264148.343750 Penalty: 782.185913
	Iteration 8Q: 3 clusters Score -264148.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -264185.343750 Penalty: 782.185913
	Iteration 9Q: 3 clusters Score -264185.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -264223.937500 Penalty: 782.185913
	Iteration 10Q: 3 clusters Score -264223.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -264267.218750 Penalty: 782.185913
	Iteration 11Q: 3 clusters Score -264267.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -264299.875000 Penalty: 782.185913
	Iteration 12Q: 3 clusters Score -264299.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -264327.437500 Penalty: 782.185913
	Iteration 13Q: 3 clusters Score -264327.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -264354.906250 Penalty: 782.185913
	Iteration 14Q: 3 clusters Score -264354.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -264382.031250 Penalty: 782.185913
	Iteration 15Q: 3 clusters Score -264382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -264402.343750 Penalty: 782.185913
	Iteration 16Q: 3 clusters Score -264402.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -264420.187500 Penalty: 782.185913
	Iteration 17Q: 3 clusters Score -264420.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -264434.437500 Penalty: 782.185913
	Iteration 18Q: 3 clusters Score -264434.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -264446.937500 Penalty: 782.185913
	Iteration 19Q: 3 clusters Score -264446.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -264456.937500 Penalty: 782.185913
	Iteration 20F: 3 clusters Score -264456.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -264463.687500 Penalty: 782.185913
	Iteration 21Q: 3 clusters Score -264463.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -264468.343750 Penalty: 782.185913
	Iteration 22Q: 3 clusters Score -264468.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -264474.250000 Penalty: 782.185913
	Iteration 23Q: 3 clusters Score -264474.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -264477.812500 Penalty: 782.185913
	Iteration 24Q: 3 clusters Score -264477.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -264481.093750 Penalty: 782.185913
	Iteration 25Q: 3 clusters Score -264481.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -264482.687500 Penalty: 782.185913
	Iteration 26Q: 3 clusters Score -264482.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -264483.781250 Penalty: 782.185913
	Iteration 27Q: 3 clusters Score -264483.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -264484.625000 Penalty: 782.185913
	Iteration 28Q: 3 clusters Score -264484.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -264485.062500 Penalty: 782.185913
	Iteration 29Q: 3 clusters Score -264485.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -264486.187500 Penalty: 782.185913
	Iteration 30Q: 3 clusters Score -264486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -264486.218750 Penalty: 782.185913
	Iteration 31Q: 3 clusters Score -264486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -264486.093750 Penalty: 782.185913
	Iteration 32Q: 3 clusters Score -264486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -264486.093750 Penalty: 782.185913
	Iteration 33F: 3 clusters Score -264486.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -43338.093750 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -43338.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42700.921875 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -42700.92 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -42872.363281 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -42872.36 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -42916.484375 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -42916.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -42959.593750 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -42959.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -42982.003906 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -42982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -43000.523438 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -43000.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43011.824219 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -43011.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43022.558594 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -43022.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43033.750000 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -43033.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -43045.625000 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -43045.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43054.628906 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -43054.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43060.449219 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -43060.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43069.230469 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -43069.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43077.074219 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -43077.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -43087.992188 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -43087.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -43096.312500 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -43096.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43100.980469 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -43100.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43104.859375 Penalty: 598.458740
	Iteration 17Q: 3 clusters Score -43104.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43108.496094 Penalty: 598.458740
	Iteration 18Q: 3 clusters Score -43108.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43112.902344 Penalty: 598.458740
	Iteration 19Q: 3 clusters Score -43112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43113.265625 Penalty: 598.458740
	Iteration 20F: 3 clusters Score -43113.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -43114.625000 Penalty: 598.458740
	Iteration 21Q: 3 clusters Score -43114.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -43116.414062 Penalty: 598.458740
	Iteration 22Q: 3 clusters Score -43116.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -43117.671875 Penalty: 598.458740
	Iteration 23Q: 3 clusters Score -43117.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -43118.074219 Penalty: 598.458740
	Iteration 24Q: 3 clusters Score -43118.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -43118.660156 Penalty: 598.458740
	Iteration 25Q: 3 clusters Score -43118.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -43120.117188 Penalty: 598.458740
	Iteration 26Q: 3 clusters Score -43120.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -43121.242188 Penalty: 598.458740
	Iteration 27Q: 3 clusters Score -43121.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -43121.562500 Penalty: 598.458740
	Iteration 28Q: 3 clusters Score -43121.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43122.914062 Penalty: 598.458740
	Iteration 29Q: 3 clusters Score -43122.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -43124.160156 Penalty: 598.458740
	Iteration 30Q: 3 clusters Score -43124.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -43124.160156 Penalty: 598.458740
	Iteration 31F: 3 clusters Score -43124.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (171594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171594 members 
Entering Unmasked Estep 
Score: -8595893.000000 Penalty: 548.406372
	Iteration 0F: 2 clusters Score -8595893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -8479329.000000 Penalty: 1096.812744
	Iteration 0F: 3 clusters Score -8479329 nChanged 84373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -8530547.000000 Penalty: 1096.812744
	Iteration 1F: 3 clusters Score -8530547 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -8532298.000000 Penalty: 1096.812744
	Iteration 2Q: 3 clusters Score -8532298 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -8534813.000000 Penalty: 1096.812744
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8544127 nChanged 10614
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95935 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8552374 nChanged 11523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8561376 nChanged 10279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8568115 nChanged 7793
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109796 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8572386 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8575733 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118860 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8579031 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123158 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8581794 nChanged 4488
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127044 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8584183 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130350 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8586037 nChanged 3590
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133174 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8587528 nChanged 3177
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Mstep: Class 1 contains 135471 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8588784 nChanged 2874
Entering Unmasked Mstep 
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Mstep: Class 1 contains 137423 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8589670 nChanged 2649
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Mstep: Class 1 contains 139260 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8590424 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140865 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8591050 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142471 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8591604 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143931 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8591904 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145265 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8592162 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146585 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8592296 nChanged 1218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147733 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8592389 nChanged 1124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148827 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8592400 nChanged 1070
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149897 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8592368 nChanged 928
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150823 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8592403 nChanged 1000
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8592379 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152824 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8592317 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153825 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8592284 nChanged 959
Entering Unmasked Mstep 
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Mstep: Class 1 contains 154784 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8592268 nChanged 888
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Mstep: Class 1 contains 155672 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8592258 nChanged 804
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156476 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8592254 nChanged 855
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8592217 nChanged 690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 158021 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8592164 nChanged 618
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Mstep: Class 1 contains 158637 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8592193 nChanged 708
Entering Unmasked Mstep 
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Mstep: Class 1 contains 159345 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8592191 nChanged 564
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Mstep: Class 1 contains 159909 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8592184 nChanged 577
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Mstep: Class 1 contains 160484 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8592397 nChanged 578
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Mstep: Class 1 contains 161060 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8592681 nChanged 483
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161539 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8592899 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161949 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8593113 nChanged 381
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Mstep: Class 1 contains 162330 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8593270 nChanged 371
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Mstep: Class 1 contains 162701 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8593397 nChanged 311
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Mstep: Class 1 contains 163006 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8593585 nChanged 303
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Mstep: Class 1 contains 163287 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8593717 nChanged 283
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Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8593869 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163899 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8594003 nChanged 308
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Mstep: Class 1 contains 164195 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8594105 nChanged 313
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Mstep: Class 1 contains 164480 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8594235 nChanged 380
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Mstep: Class 1 contains 164846 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8594354 nChanged 298
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Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8594455 nChanged 308
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Mstep: Class 1 contains 165376 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8594537 nChanged 260
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Mstep: Class 1 contains 165600 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8594600 nChanged 190
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Mstep: Class 1 contains 165680 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8594632 nChanged 196
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Mstep: Class 1 contains 165814 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8594661 nChanged 151
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Mstep: Class 1 contains 165887 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8594698 nChanged 132
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Mstep: Class 1 contains 165985 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8594715 nChanged 139
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Mstep: Class 1 contains 166064 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8594753 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166121 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8594753 nChanged 109
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8594767 nChanged 100
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Mstep: Class 1 contains 166206 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8594771 nChanged 109
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Mstep: Class 1 contains 166279 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8594801 nChanged 99
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Mstep: Class 1 contains 166358 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8594824 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166433 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8594830 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166470 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8594852 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166532 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8594858 nChanged 104
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Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8594865 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166640 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8594880 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166725 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8594897 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166821 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8594911 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166878 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8594928 nChanged 72
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Mstep: Class 1 contains 166948 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8594943 nChanged 103
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Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8594948 nChanged 39
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8594940 nChanged 62
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8594952 nChanged 68
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8594962 nChanged 69
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8594970 nChanged 51
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8594960 nChanged 210
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8594992 nChanged 73
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Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8594999 nChanged 67
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8594994 nChanged 50
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8595006 nChanged 63
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Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8594996 nChanged 71
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Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8595017 nChanged 98
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Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8595025 nChanged 132
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Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8595033 nChanged 63
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Mstep: Class 1 contains 167789 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8595049 nChanged 80
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Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8595029 nChanged 57
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Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8595053 nChanged 64
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Mstep: Class 1 contains 167904 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8595061 nChanged 175
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8595084 nChanged 161
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Mstep: Class 1 contains 168166 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8595085 nChanged 148
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Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8595108 nChanged 144
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8595121 nChanged 144
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Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 168517 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 168484 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8595129 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 168549 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8595121 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 168735 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8595133 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 168892 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8595135 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 168816 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8595120 nChanged 118
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Mstep: Class 1 contains 168874 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8595136 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 168903 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8595135 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 168927 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 169015 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8595123 nChanged 81
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Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8595110 nChanged 77
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Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8595102 nChanged 124
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Mstep: Class 1 contains 169059 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 168999 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8595090 nChanged 131
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Mstep: Class 1 contains 169106 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8595110 nChanged 164
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Mstep: Class 1 contains 169208 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8595102 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169226 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8595110 nChanged 178
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Mstep: Class 1 contains 169348 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8595095 nChanged 123
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Mstep: Class 1 contains 169339 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8595096 nChanged 116
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Mstep: Class 1 contains 169355 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8595086 nChanged 109
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Mstep: Class 1 contains 169368 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8595089 nChanged 99
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Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8595063 nChanged 98
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Mstep: Class 1 contains 169409 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8595063 nChanged 140
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Mstep: Class 1 contains 169525 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8595067 nChanged 70
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Mstep: Class 1 contains 169569 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8595096 nChanged 87
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Mstep: Class 1 contains 169644 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8595096 nChanged 124
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Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8595092 nChanged 73
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Mstep: Class 1 contains 169737 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8595119 nChanged 119
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Mstep: Class 1 contains 169846 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8595123 nChanged 66
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Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8595147 nChanged 60
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Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8595165 nChanged 63
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Mstep: Class 1 contains 169913 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8595197 nChanged 125
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Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8595201.000000 Penalty: 1096.812744
	Iteration 129Q: 3 clusters Score -8595201 nChanged 99
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Mstep: Class 1 contains 169981 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8595219 nChanged 67
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Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8595222 nChanged 58
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Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8595253 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8595270 nChanged 61
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Mstep: Class 1 contains 170129 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8595269 nChanged 52
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8595268 nChanged 35
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8595278 nChanged 149
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8595298 nChanged 81
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Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8595303 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8595313 nChanged 84
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Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8595321 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170425 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8595329 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170408 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8595344 nChanged 77
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Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8595362 nChanged 76
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Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8595364 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8595367 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8595391 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170628 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8595401 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8595398 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8595404 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8595406 nChanged 62
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8595409 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170777 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8595423 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8595416 nChanged 26
Entering Unmasked Mstep 
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	Iteration 154Q: 3 clusters Score -8595416 nChanged 41
Entering Unmasked Mstep 
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	Iteration 155Q: 3 clusters Score -8595420 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170815 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8595423 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8595429 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8595424 nChanged 21
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8595419 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8595422 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8595423 nChanged 53
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8595427 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8595435 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8595449 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8595453 nChanged 12
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Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8595458 nChanged 15
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Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8595447 nChanged 11
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Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8595449 nChanged 21
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Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8595457 nChanged 9
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8595456 nChanged 19
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8595465 nChanged 18
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8595459 nChanged 30
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8595478 nChanged 22
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8595467 nChanged 18
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	Iteration 175Q: 3 clusters Score -8595462 nChanged 12
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	Iteration 176Q: 3 clusters Score -8595483 nChanged 9
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	Iteration 177Q: 3 clusters Score -8595474 nChanged 16
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	Iteration 178Q: 3 clusters Score -8595478 nChanged 5
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	Iteration 179Q: 3 clusters Score -8595473 nChanged 6
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	Iteration 180F: 3 clusters Score -8595478 nChanged 7
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	Iteration 181Q: 3 clusters Score -8595474 nChanged 4
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	Iteration 182Q: 3 clusters Score -8595475 nChanged 7
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	Iteration 183Q: 3 clusters Score -8595478 nChanged 5
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	Iteration 184Q: 3 clusters Score -8595481 nChanged 2
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	Iteration 185Q: 3 clusters Score -8595478 nChanged 1
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	Iteration 186Q: 3 clusters Score -8595475 nChanged 13
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	Iteration 187Q: 3 clusters Score -8595482 nChanged 14
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	Iteration 188Q: 3 clusters Score -8595479 nChanged 7
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Entering Unmasked Estep 
Score: -8595475.000000 Penalty: 1096.812744
	Iteration 189Q: 3 clusters Score -8595475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170918 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8595480.000000 Penalty: 1096.812744
	Iteration 190Q: 3 clusters Score -8595480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170920 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8595479.000000 Penalty: 1096.812744
	Iteration 191Q: 3 clusters Score -8595479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170923 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8595483.000000 Penalty: 1096.812744
	Iteration 192Q: 3 clusters Score -8595483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170923 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8595485.000000 Penalty: 1096.812744
	Iteration 193Q: 3 clusters Score -8595485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170926 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8595486.000000 Penalty: 1096.812744
	Iteration 194Q: 3 clusters Score -8595486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170925 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8595483.000000 Penalty: 1096.812744
	Iteration 195Q: 3 clusters Score -8595483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170925 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8595483.000000 Penalty: 1096.812744
	Iteration 196F: 3 clusters Score -8595483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -9570.578125 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -9570.578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9251.546875 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -9251.547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9334.898438 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -9334.898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9365.761719 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -9365.762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9375.272461 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -9375.272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9384.067383 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -9384.067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9384.380859 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -9384.381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9384.380859 Penalty: 500.242279
	Iteration 6F: 3 clusters Score -9384.381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (114818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Entering Unmasked Estep 
Score: -5460601.500000 Penalty: 530.125244
	Iteration 0F: 2 clusters Score -5460602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -5383035.500000 Penalty: 1060.250488
	Iteration 0F: 3 clusters Score -5383036 nChanged 56198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -5416758.500000 Penalty: 1060.250488
	Iteration 1F: 3 clusters Score -5416758 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -5417304.500000 Penalty: 1060.250488
	Iteration 2Q: 3 clusters Score -5417304 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -5418163.000000 Penalty: 1060.250488
	Iteration 3Q: 3 clusters Score -5418163 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -5419275.500000 Penalty: 1060.250488
	Iteration 4Q: 3 clusters Score -5419276 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -5421113.500000 Penalty: 1060.250488
	Iteration 5Q: 3 clusters Score -5421114 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -5424161.000000 Penalty: 1060.250488
	Iteration 6Q: 3 clusters Score -5424161 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -5429401.500000 Penalty: 1060.250488
	Iteration 7F: 3 clusters Score -5429402 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -5436682.000000 Penalty: 1060.250488
	Iteration 8F: 3 clusters Score -5436682 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -5442778.500000 Penalty: 1060.250488
	Iteration 9F: 3 clusters Score -5442778 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -5445573.500000 Penalty: 1060.250488
	Iteration 10Q: 3 clusters Score -5445574 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -5446921.000000 Penalty: 1060.250488
	Iteration 11Q: 3 clusters Score -5446921 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -5447925.500000 Penalty: 1060.250488
	Iteration 12Q: 3 clusters Score -5447926 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -5448795.500000 Penalty: 1060.250488
	Iteration 13Q: 3 clusters Score -5448796 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -5449638.500000 Penalty: 1060.250488
	Iteration 14Q: 3 clusters Score -5449638 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 90032 members 
Entering Unmasked Estep 
Score: -5450393.000000 Penalty: 1060.250488
	Iteration 15Q: 3 clusters Score -5450393 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -5451144.500000 Penalty: 1060.250488
	Iteration 16Q: 3 clusters Score -5451144 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -5451836.000000 Penalty: 1060.250488
	Iteration 17Q: 3 clusters Score -5451836 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 94629 members 
Entering Unmasked Estep 
Score: -5452453.500000 Penalty: 1060.250488
	Iteration 18Q: 3 clusters Score -5452454 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -5453059.500000 Penalty: 1060.250488
	Iteration 19Q: 3 clusters Score -5453060 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -5453643.500000 Penalty: 1060.250488
	Iteration 20F: 3 clusters Score -5453644 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -5454167.000000 Penalty: 1060.250488
	Iteration 21Q: 3 clusters Score -5454167 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -5454689.500000 Penalty: 1060.250488
	Iteration 22Q: 3 clusters Score -5454690 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 101818 members 
Entering Unmasked Estep 
Score: -5455248.500000 Penalty: 1060.250488
	Iteration 23Q: 3 clusters Score -5455248 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -5455819.000000 Penalty: 1060.250488
	Iteration 24Q: 3 clusters Score -5455819 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 104594 members 
Entering Unmasked Estep 
Score: -5456364.000000 Penalty: 1060.250488
	Iteration 25Q: 3 clusters Score -5456364 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 105905 members 
Entering Unmasked Estep 
Score: -5456880.000000 Penalty: 1060.250488
	Iteration 26Q: 3 clusters Score -5456880 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 107088 members 
Entering Unmasked Estep 
Score: -5457267.500000 Penalty: 1060.250488
	Iteration 27Q: 3 clusters Score -5457268 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 108215 members 
Entering Unmasked Estep 
Score: -5457754.000000 Penalty: 1060.250488
	Iteration 28Q: 3 clusters Score -5457754 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 109243 members 
Entering Unmasked Estep 
Score: -5458168.500000 Penalty: 1060.250488
	Iteration 29Q: 3 clusters Score -5458168 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 110136 members 
Entering Unmasked Estep 
Score: -5458515.500000 Penalty: 1060.250488
	Iteration 30Q: 3 clusters Score -5458516 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 110933 members 
Entering Unmasked Estep 
Score: -5458791.500000 Penalty: 1060.250488
	Iteration 31Q: 3 clusters Score -5458792 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -5459031.500000 Penalty: 1060.250488
	Iteration 32Q: 3 clusters Score -5459032 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 112097 members 
Entering Unmasked Estep 
Score: -5459202.000000 Penalty: 1060.250488
	Iteration 33Q: 3 clusters Score -5459202 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 112532 members 
Entering Unmasked Estep 
Score: -5459344.000000 Penalty: 1060.250488
	Iteration 34Q: 3 clusters Score -5459344 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 112918 members 
Entering Unmasked Estep 
Score: -5459480.500000 Penalty: 1060.250488
	Iteration 35Q: 3 clusters Score -5459480 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 113229 members 
Entering Unmasked Estep 
Score: -5459624.500000 Penalty: 1060.250488
	Iteration 36Q: 3 clusters Score -5459624 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 113491 members 
Entering Unmasked Estep 
Score: -5459720.000000 Penalty: 1060.250488
	Iteration 37Q: 3 clusters Score -5459720 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -5459793.500000 Penalty: 1060.250488
	Iteration 38Q: 3 clusters Score -5459794 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -5459864.500000 Penalty: 1060.250488
	Iteration 39Q: 3 clusters Score -5459864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 113972 members 
Entering Unmasked Estep 
Score: -5459916.000000 Penalty: 1060.250488
	Iteration 40F: 3 clusters Score -5459916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -5459957.500000 Penalty: 1060.250488
	Iteration 41Q: 3 clusters Score -5459958 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 114168 members 
Entering Unmasked Estep 
Score: -5460002.000000 Penalty: 1060.250488
	Iteration 42Q: 3 clusters Score -5460002 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 114225 members 
Entering Unmasked Estep 
Score: -5460018.500000 Penalty: 1060.250488
	Iteration 43Q: 3 clusters Score -5460018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 114267 members 
Entering Unmasked Estep 
Score: -5460031.500000 Penalty: 1060.250488
	Iteration 44Q: 3 clusters Score -5460032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -5460040.000000 Penalty: 1060.250488
	Iteration 45Q: 3 clusters Score -5460040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -5460056.000000 Penalty: 1060.250488
	Iteration 46Q: 3 clusters Score -5460056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -5460073.000000 Penalty: 1060.250488
	Iteration 47Q: 3 clusters Score -5460073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 114422 members 
Entering Unmasked Estep 
Score: -5460079.500000 Penalty: 1060.250488
	Iteration 48Q: 3 clusters Score -5460080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 114452 members 
Entering Unmasked Estep 
Score: -5460094.500000 Penalty: 1060.250488
	Iteration 49Q: 3 clusters Score -5460094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 114471 members 
Entering Unmasked Estep 
Score: -5460109.000000 Penalty: 1060.250488
	Iteration 50Q: 3 clusters Score -5460109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 114487 members 
Entering Unmasked Estep 
Score: -5460119.500000 Penalty: 1060.250488
	Iteration 51Q: 3 clusters Score -5460120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 114502 members 
Entering Unmasked Estep 
Score: -5460126.500000 Penalty: 1060.250488
	Iteration 52Q: 3 clusters Score -5460126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 114513 members 
Entering Unmasked Estep 
Score: -5460129.500000 Penalty: 1060.250488
	Iteration 53Q: 3 clusters Score -5460130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 114524 members 
Entering Unmasked Estep 
Score: -5460138.500000 Penalty: 1060.250488
	Iteration 54Q: 3 clusters Score -5460138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 114531 members 
Entering Unmasked Estep 
Score: -5460143.500000 Penalty: 1060.250488
	Iteration 55Q: 3 clusters Score -5460144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 114537 members 
Entering Unmasked Estep 
Score: -5460145.500000 Penalty: 1060.250488
	Iteration 56Q: 3 clusters Score -5460146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 114541 members 
Entering Unmasked Estep 
Score: -5460147.500000 Penalty: 1060.250488
	Iteration 57Q: 3 clusters Score -5460148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 114543 members 
Entering Unmasked Estep 
Score: -5460153.000000 Penalty: 1060.250488
	Iteration 58Q: 3 clusters Score -5460153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 114546 members 
Entering Unmasked Estep 
Score: -5460152.000000 Penalty: 1060.250488
	Iteration 59Q: 3 clusters Score -5460152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 114548 members 
Entering Unmasked Estep 
Score: -5460151.000000 Penalty: 1060.250488
	Iteration 60F: 3 clusters Score -5460151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 114550 members 
Entering Unmasked Estep 
Score: -5460155.500000 Penalty: 1060.250488
	Iteration 61Q: 3 clusters Score -5460156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 114551 members 
Entering Unmasked Estep 
Score: -5460154.000000 Penalty: 1060.250488
	Iteration 62Q: 3 clusters Score -5460154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 114554 members 
Entering Unmasked Estep 
Score: -5460152.500000 Penalty: 1060.250488
	Iteration 63Q: 3 clusters Score -5460152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 114556 members 
Entering Unmasked Estep 
Score: -5460152.000000 Penalty: 1060.250488
	Iteration 64Q: 3 clusters Score -5460152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -5460155.000000 Penalty: 1060.250488
	Iteration 65Q: 3 clusters Score -5460155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 114559 members 
Entering Unmasked Estep 
Score: -5460150.500000 Penalty: 1060.250488
	Iteration 66Q: 3 clusters Score -5460150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 114565 members 
Entering Unmasked Estep 
Score: -5460159.500000 Penalty: 1060.250488
	Iteration 67Q: 3 clusters Score -5460160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 114569 members 
Entering Unmasked Estep 
Score: -5460161.500000 Penalty: 1060.250488
	Iteration 68Q: 3 clusters Score -5460162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
Score: -5460164.500000 Penalty: 1060.250488
	Iteration 69Q: 3 clusters Score -5460164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 114574 members 
Entering Unmasked Estep 
Score: -5460166.000000 Penalty: 1060.250488
	Iteration 70Q: 3 clusters Score -5460166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 114573 members 
Entering Unmasked Estep 
Score: -5460168.500000 Penalty: 1060.250488
	Iteration 71Q: 3 clusters Score -5460168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 114572 members 
Entering Unmasked Estep 
Score: -5460165.500000 Penalty: 1060.250488
	Iteration 72Q: 3 clusters Score -5460166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 114573 members 
Entering Unmasked Estep 
Score: -5460167.000000 Penalty: 1060.250488
	Iteration 73Q: 3 clusters Score -5460167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 114572 members 
Entering Unmasked Estep 
Score: -5460166.000000 Penalty: 1060.250488
	Iteration 74Q: 3 clusters Score -5460166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 114572 members 
Entering Unmasked Estep 
Score: -5460166.000000 Penalty: 1060.250488
	Iteration 75F: 3 clusters Score -5460166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -36641.855469 Penalty: 301.394989
	Iteration 0F: 2 clusters Score -36641.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -36010.640625 Penalty: 602.789978
	Iteration 0F: 3 clusters Score -36010.64 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -36263.230469 Penalty: 602.789978
	Iteration 1F: 3 clusters Score -36263.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -36338.000000 Penalty: 602.789978
	Iteration 2F: 3 clusters Score -36338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -36370.097656 Penalty: 602.789978
	Iteration 3F: 3 clusters Score -36370.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -36399.562500 Penalty: 602.789978
	Iteration 4Q: 3 clusters Score -36399.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -36420.863281 Penalty: 602.789978
	Iteration 5Q: 3 clusters Score -36420.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -36448.984375 Penalty: 602.789978
	Iteration 6Q: 3 clusters Score -36448.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -36465.343750 Penalty: 602.789978
	Iteration 7Q: 3 clusters Score -36465.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -36478.042969 Penalty: 602.789978
	Iteration 8Q: 3 clusters Score -36478.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -36483.011719 Penalty: 602.789978
	Iteration 9Q: 3 clusters Score -36483.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -36484.507812 Penalty: 602.789978
	Iteration 10Q: 3 clusters Score -36484.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -36486.738281 Penalty: 602.789978
	Iteration 11Q: 3 clusters Score -36486.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -36487.589844 Penalty: 602.789978
	Iteration 12Q: 3 clusters Score -36487.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -36487.589844 Penalty: 602.789978
	Iteration 13F: 3 clusters Score -36487.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (154403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154403 members 
Entering Unmasked Estep 
Score: -7564691.500000 Penalty: 543.603088
	Iteration 0F: 2 clusters Score -7564692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77088 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -7460212.500000 Penalty: 1087.206177
	Iteration 0F: 3 clusters Score -7460212 nChanged 75593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 80470 members 
Entering Unmasked Estep 
Score: -7506804.000000 Penalty: 1087.206177
	Iteration 1F: 3 clusters Score -7506804 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -7509592.000000 Penalty: 1087.206177
	Iteration 2Q: 3 clusters Score -7509592 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 87153 members 
Entering Unmasked Estep 
Score: -7514466.500000 Penalty: 1087.206177
	Iteration 3F: 3 clusters Score -7514466 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -7522278.000000 Penalty: 1087.206177
	Iteration 4F: 3 clusters Score -7522278 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -7531420.500000 Penalty: 1087.206177
	Iteration 5F: 3 clusters Score -7531420 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -7536966.500000 Penalty: 1087.206177
	Iteration 6F: 3 clusters Score -7536966 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -7539007.500000 Penalty: 1087.206177
	Iteration 7Q: 3 clusters Score -7539008 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 102194 members 
Entering Unmasked Estep 
Score: -7540048.500000 Penalty: 1087.206177
	Iteration 8Q: 3 clusters Score -7540048 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -7540943.000000 Penalty: 1087.206177
	Iteration 9Q: 3 clusters Score -7540943 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -7542043.500000 Penalty: 1087.206177
	Iteration 10Q: 3 clusters Score -7542044 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 108881 members 
Entering Unmasked Estep 
Score: -7543509.500000 Penalty: 1087.206177
	Iteration 11Q: 3 clusters Score -7543510 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 111267 members 
Entering Unmasked Estep 
Score: -7545319.500000 Penalty: 1087.206177
	Iteration 12Q: 3 clusters Score -7545320 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -7547610.000000 Penalty: 1087.206177
	Iteration 13Q: 3 clusters Score -7547610 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 115347 members 
Entering Unmasked Estep 
Score: -7550234.500000 Penalty: 1087.206177
	Iteration 14Q: 3 clusters Score -7550234 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 116691 members 
Entering Unmasked Estep 
Score: -7553102.000000 Penalty: 1087.206177
	Iteration 15Q: 3 clusters Score -7553102 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 117527 members 
Entering Unmasked Estep 
Score: -7555914.500000 Penalty: 1087.206177
	Iteration 16Q: 3 clusters Score -7555914 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -7558364.000000 Penalty: 1087.206177
	Iteration 17Q: 3 clusters Score -7558364 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 118068 members 
Entering Unmasked Estep 
Score: -7560232.000000 Penalty: 1087.206177
	Iteration 18Q: 3 clusters Score -7560232 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
Score: -7561456.500000 Penalty: 1087.206177
	Iteration 19Q: 3 clusters Score -7561456 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -7562272.500000 Penalty: 1087.206177
	Iteration 20F: 3 clusters Score -7562272 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 118489 members 
Entering Unmasked Estep 
Score: -7562716.500000 Penalty: 1087.206177
	Iteration 21Q: 3 clusters Score -7562716 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 118648 members 
Entering Unmasked Estep 
Score: -7562906.000000 Penalty: 1087.206177
	Iteration 22Q: 3 clusters Score -7562906 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 118853 members 
Entering Unmasked Estep 
Score: -7563019.000000 Penalty: 1087.206177
	Iteration 23Q: 3 clusters Score -7563019 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -7563077.000000 Penalty: 1087.206177
	Iteration 24Q: 3 clusters Score -7563077 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 119245 members 
Entering Unmasked Estep 
Score: -7563095.000000 Penalty: 1087.206177
	Iteration 25Q: 3 clusters Score -7563095 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 119436 members 
Entering Unmasked Estep 
Score: -7563126.500000 Penalty: 1087.206177
	Iteration 26Q: 3 clusters Score -7563126 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -7563141.000000 Penalty: 1087.206177
	Iteration 27Q: 3 clusters Score -7563141 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 119805 members 
Entering Unmasked Estep 
Score: -7563130.500000 Penalty: 1087.206177
	Iteration 28Q: 3 clusters Score -7563130 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 119998 members 
Entering Unmasked Estep 
Score: -7563120.000000 Penalty: 1087.206177
	Iteration 29Q: 3 clusters Score -7563120 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 120182 members 
Entering Unmasked Estep 
Score: -7563121.500000 Penalty: 1087.206177
	Iteration 30Q: 3 clusters Score -7563122 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 120358 members 
Entering Unmasked Estep 
Score: -7563123.000000 Penalty: 1087.206177
	Iteration 31Q: 3 clusters Score -7563123 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -7563108.500000 Penalty: 1087.206177
	Iteration 32Q: 3 clusters Score -7563108 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 120681 members 
Entering Unmasked Estep 
Score: -7563107.000000 Penalty: 1087.206177
	Iteration 33Q: 3 clusters Score -7563107 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 120827 members 
Entering Unmasked Estep 
Score: -7563110.500000 Penalty: 1087.206177
	Iteration 34Q: 3 clusters Score -7563110 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 120977 members 
Entering Unmasked Estep 
Score: -7563107.500000 Penalty: 1087.206177
	Iteration 35Q: 3 clusters Score -7563108 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 121119 members 
Entering Unmasked Estep 
Score: -7563101.000000 Penalty: 1087.206177
	Iteration 36Q: 3 clusters Score -7563101 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -7563114.500000 Penalty: 1087.206177
	Iteration 37Q: 3 clusters Score -7563114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 121341 members 
Entering Unmasked Estep 
Score: -7563125.500000 Penalty: 1087.206177
	Iteration 38Q: 3 clusters Score -7563126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 121445 members 
Entering Unmasked Estep 
Score: -7563119.000000 Penalty: 1087.206177
	Iteration 39Q: 3 clusters Score -7563119 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 121557 members 
Entering Unmasked Estep 
Score: -7563127.500000 Penalty: 1087.206177
	Iteration 40F: 3 clusters Score -7563128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 121679 members 
Entering Unmasked Estep 
Score: -7563107.500000 Penalty: 1087.206177
	Iteration 41Q: 3 clusters Score -7563108 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -7563115.000000 Penalty: 1087.206177
	Iteration 42Q: 3 clusters Score -7563115 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 121964 members 
Entering Unmasked Estep 
Score: -7563117.000000 Penalty: 1087.206177
	Iteration 43Q: 3 clusters Score -7563117 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -7563135.000000 Penalty: 1087.206177
	Iteration 44Q: 3 clusters Score -7563135 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 122255 members 
Entering Unmasked Estep 
Score: -7563137.000000 Penalty: 1087.206177
	Iteration 45Q: 3 clusters Score -7563137 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 122391 members 
Entering Unmasked Estep 
Score: -7563147.500000 Penalty: 1087.206177
	Iteration 46Q: 3 clusters Score -7563148 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 122527 members 
Entering Unmasked Estep 
Score: -7563152.000000 Penalty: 1087.206177
	Iteration 47Q: 3 clusters Score -7563152 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 122657 members 
Entering Unmasked Estep 
Score: -7563166.500000 Penalty: 1087.206177
	Iteration 48Q: 3 clusters Score -7563166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 122782 members 
Entering Unmasked Estep 
Score: -7563148.500000 Penalty: 1087.206177
	Iteration 49Q: 3 clusters Score -7563148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 122901 members 
Entering Unmasked Estep 
Score: -7563149.500000 Penalty: 1087.206177
	Iteration 50Q: 3 clusters Score -7563150 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 123005 members 
Entering Unmasked Estep 
Score: -7563156.000000 Penalty: 1087.206177
	Iteration 51Q: 3 clusters Score -7563156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 123107 members 
Entering Unmasked Estep 
Score: -7563153.500000 Penalty: 1087.206177
	Iteration 52Q: 3 clusters Score -7563154 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 123222 members 
Entering Unmasked Estep 
Score: -7563150.000000 Penalty: 1087.206177
	Iteration 53Q: 3 clusters Score -7563150 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 123344 members 
Entering Unmasked Estep 
Score: -7563152.000000 Penalty: 1087.206177
	Iteration 54Q: 3 clusters Score -7563152 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 123475 members 
Entering Unmasked Estep 
Score: -7563146.000000 Penalty: 1087.206177
	Iteration 55Q: 3 clusters Score -7563146 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 123590 members 
Entering Unmasked Estep 
Score: -7563153.500000 Penalty: 1087.206177
	Iteration 56Q: 3 clusters Score -7563154 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 123704 members 
Entering Unmasked Estep 
Score: -7563143.000000 Penalty: 1087.206177
	Iteration 57Q: 3 clusters Score -7563143 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 123806 members 
Entering Unmasked Estep 
Score: -7563138.000000 Penalty: 1087.206177
	Iteration 58Q: 3 clusters Score -7563138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 123901 members 
Entering Unmasked Estep 
Score: -7563139.000000 Penalty: 1087.206177
	Iteration 59Q: 3 clusters Score -7563139 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 123998 members 
Entering Unmasked Estep 
Score: -7563128.000000 Penalty: 1087.206177
	Iteration 60F: 3 clusters Score -7563128 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 124114 members 
Entering Unmasked Estep 
Score: -7563131.000000 Penalty: 1087.206177
	Iteration 61Q: 3 clusters Score -7563131 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 124236 members 
Entering Unmasked Estep 
Score: -7563122.500000 Penalty: 1087.206177
	Iteration 62Q: 3 clusters Score -7563122 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -7563124.000000 Penalty: 1087.206177
	Iteration 63Q: 3 clusters Score -7563124 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 124446 members 
Entering Unmasked Estep 
Score: -7563120.000000 Penalty: 1087.206177
	Iteration 64Q: 3 clusters Score -7563120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 124537 members 
Entering Unmasked Estep 
Score: -7563113.500000 Penalty: 1087.206177
	Iteration 65Q: 3 clusters Score -7563114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 124631 members 
Entering Unmasked Estep 
Score: -7563119.000000 Penalty: 1087.206177
	Iteration 66Q: 3 clusters Score -7563119 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 124711 members 
Entering Unmasked Estep 
Score: -7563113.500000 Penalty: 1087.206177
	Iteration 67Q: 3 clusters Score -7563114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 124781 members 
Entering Unmasked Estep 
Score: -7563120.000000 Penalty: 1087.206177
	Iteration 68Q: 3 clusters Score -7563120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 124856 members 
Entering Unmasked Estep 
Score: -7563107.500000 Penalty: 1087.206177
	Iteration 69Q: 3 clusters Score -7563108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 124926 members 
Entering Unmasked Estep 
Score: -7563117.500000 Penalty: 1087.206177
	Iteration 70Q: 3 clusters Score -7563118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 124990 members 
Entering Unmasked Estep 
Score: -7563120.500000 Penalty: 1087.206177
	Iteration 71Q: 3 clusters Score -7563120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -7563129.000000 Penalty: 1087.206177
	Iteration 72Q: 3 clusters Score -7563129 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 125143 members 
Entering Unmasked Estep 
Score: -7563129.000000 Penalty: 1087.206177
	Iteration 73Q: 3 clusters Score -7563129 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 125216 members 
Entering Unmasked Estep 
Score: -7563139.000000 Penalty: 1087.206177
	Iteration 74Q: 3 clusters Score -7563139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 125279 members 
Entering Unmasked Estep 
Score: -7563141.500000 Penalty: 1087.206177
	Iteration 75Q: 3 clusters Score -7563142 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 125341 members 
Entering Unmasked Estep 
Score: -7563134.500000 Penalty: 1087.206177
	Iteration 76Q: 3 clusters Score -7563134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 125413 members 
Entering Unmasked Estep 
Score: -7563141.000000 Penalty: 1087.206177
	Iteration 77Q: 3 clusters Score -7563141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -7563134.000000 Penalty: 1087.206177
	Iteration 78Q: 3 clusters Score -7563134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 125548 members 
Entering Unmasked Estep 
Score: -7563129.500000 Penalty: 1087.206177
	Iteration 79Q: 3 clusters Score -7563130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 125623 members 
Entering Unmasked Estep 
Score: -7563141.000000 Penalty: 1087.206177
	Iteration 80F: 3 clusters Score -7563141 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 125703 members 
Entering Unmasked Estep 
Score: -7563133.000000 Penalty: 1087.206177
	Iteration 81Q: 3 clusters Score -7563133 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 125798 members 
Entering Unmasked Estep 
Score: -7563145.000000 Penalty: 1087.206177
	Iteration 82Q: 3 clusters Score -7563145 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
Score: -7563137.500000 Penalty: 1087.206177
	Iteration 83Q: 3 clusters Score -7563138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -7563143.500000 Penalty: 1087.206177
	Iteration 84Q: 3 clusters Score -7563144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -7563134.000000 Penalty: 1087.206177
	Iteration 85Q: 3 clusters Score -7563134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 126071 members 
Entering Unmasked Estep 
Score: -7563142.500000 Penalty: 1087.206177
	Iteration 86Q: 3 clusters Score -7563142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 126118 members 
Entering Unmasked Estep 
Score: -7563143.000000 Penalty: 1087.206177
	Iteration 87Q: 3 clusters Score -7563143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 126155 members 
Entering Unmasked Estep 
Score: -7563146.500000 Penalty: 1087.206177
	Iteration 88Q: 3 clusters Score -7563146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 126205 members 
Entering Unmasked Estep 
Score: -7563139.500000 Penalty: 1087.206177
	Iteration 89Q: 3 clusters Score -7563140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 126256 members 
Entering Unmasked Estep 
Score: -7563129.000000 Penalty: 1087.206177
	Iteration 90Q: 3 clusters Score -7563129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 126295 members 
Entering Unmasked Estep 
Score: -7563124.500000 Penalty: 1087.206177
	Iteration 91Q: 3 clusters Score -7563124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -7563125.000000 Penalty: 1087.206177
	Iteration 92Q: 3 clusters Score -7563125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 126360 members 
Entering Unmasked Estep 
Score: -7563121.000000 Penalty: 1087.206177
	Iteration 93Q: 3 clusters Score -7563121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -7563120.500000 Penalty: 1087.206177
	Iteration 94Q: 3 clusters Score -7563120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 126418 members 
Entering Unmasked Estep 
Score: -7563125.500000 Penalty: 1087.206177
	Iteration 95Q: 3 clusters Score -7563126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 126449 members 
Entering Unmasked Estep 
Score: -7563123.500000 Penalty: 1087.206177
	Iteration 96Q: 3 clusters Score -7563124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
Score: -7563131.000000 Penalty: 1087.206177
	Iteration 97Q: 3 clusters Score -7563131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 126505 members 
Entering Unmasked Estep 
Score: -7563133.500000 Penalty: 1087.206177
	Iteration 98Q: 3 clusters Score -7563134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 126536 members 
Entering Unmasked Estep 
Score: -7563134.500000 Penalty: 1087.206177
	Iteration 99Q: 3 clusters Score -7563134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 126562 members 
Entering Unmasked Estep 
Score: -7563136.500000 Penalty: 1087.206177
	Iteration 100F: 3 clusters Score -7563136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 126585 members 
Entering Unmasked Estep 
Score: -7563145.000000 Penalty: 1087.206177
	Iteration 101Q: 3 clusters Score -7563145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 126613 members 
Entering Unmasked Estep 
Score: -7563157.500000 Penalty: 1087.206177
	Iteration 102Q: 3 clusters Score -7563158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 126637 members 
Entering Unmasked Estep 
Score: -7563150.500000 Penalty: 1087.206177
	Iteration 103Q: 3 clusters Score -7563150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 126672 members 
Entering Unmasked Estep 
Score: -7563155.500000 Penalty: 1087.206177
	Iteration 104Q: 3 clusters Score -7563156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 126706 members 
Entering Unmasked Estep 
Score: -7563164.000000 Penalty: 1087.206177
	Iteration 105Q: 3 clusters Score -7563164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 126742 members 
Entering Unmasked Estep 
Score: -7563163.500000 Penalty: 1087.206177
	Iteration 106Q: 3 clusters Score -7563164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 126768 members 
Entering Unmasked Estep 
Score: -7563150.000000 Penalty: 1087.206177
	Iteration 107Q: 3 clusters Score -7563150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 126786 members 
Entering Unmasked Estep 
Score: -7563164.500000 Penalty: 1087.206177
	Iteration 108Q: 3 clusters Score -7563164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 126804 members 
Entering Unmasked Estep 
Score: -7563151.500000 Penalty: 1087.206177
	Iteration 109Q: 3 clusters Score -7563152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -7563158.500000 Penalty: 1087.206177
	Iteration 110Q: 3 clusters Score -7563158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 126846 members 
Entering Unmasked Estep 
Score: -7563156.000000 Penalty: 1087.206177
	Iteration 111Q: 3 clusters Score -7563156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -7563154.000000 Penalty: 1087.206177
	Iteration 112Q: 3 clusters Score -7563154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 126881 members 
Entering Unmasked Estep 
Score: -7563158.000000 Penalty: 1087.206177
	Iteration 113Q: 3 clusters Score -7563158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 126895 members 
Entering Unmasked Estep 
Score: -7563158.500000 Penalty: 1087.206177
	Iteration 114Q: 3 clusters Score -7563158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 126912 members 
Entering Unmasked Estep 
Score: -7563157.000000 Penalty: 1087.206177
	Iteration 115Q: 3 clusters Score -7563157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 126936 members 
Entering Unmasked Estep 
Score: -7563155.500000 Penalty: 1087.206177
	Iteration 116Q: 3 clusters Score -7563156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 126964 members 
Entering Unmasked Estep 
Score: -7563149.000000 Penalty: 1087.206177
	Iteration 117Q: 3 clusters Score -7563149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 126993 members 
Entering Unmasked Estep 
Score: -7563153.500000 Penalty: 1087.206177
	Iteration 118Q: 3 clusters Score -7563154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 127021 members 
Entering Unmasked Estep 
Score: -7563151.500000 Penalty: 1087.206177
	Iteration 119Q: 3 clusters Score -7563152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 127045 members 
Entering Unmasked Estep 
Score: -7563144.500000 Penalty: 1087.206177
	Iteration 120F: 3 clusters Score -7563144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 127053 members 
Entering Unmasked Estep 
Score: -7563141.000000 Penalty: 1087.206177
	Iteration 121Q: 3 clusters Score -7563141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 127055 members 
Entering Unmasked Estep 
Score: -7563145.500000 Penalty: 1087.206177
	Iteration 122Q: 3 clusters Score -7563146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 127057 members 
Entering Unmasked Estep 
Score: -7563145.500000 Penalty: 1087.206177
	Iteration 123Q: 3 clusters Score -7563146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 127057 members 
Entering Unmasked Estep 
Score: -7563145.500000 Penalty: 1087.206177
	Iteration 124F: 3 clusters Score -7563146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -1747.027222 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -1747.027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1558.107300 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -1558.107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1629.120605 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -1629.121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1634.923340 Penalty: 419.070496
	Iteration 2Q: 3 clusters Score -1634.923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1635.193359 Penalty: 419.070496
	Iteration 3Q: 3 clusters Score -1635.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1635.193359 Penalty: 419.070496
	Iteration 4F: 3 clusters Score -1635.193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -61252.058594 Penalty: 322.636414
	Iteration 0F: 2 clusters Score -61252.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -60316.414062 Penalty: 645.272827
	Iteration 0F: 3 clusters Score -60316.41 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -60608.714844 Penalty: 645.272827
	Iteration 1F: 3 clusters Score -60608.71 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -60676.281250 Penalty: 645.272827
	Iteration 2F: 3 clusters Score -60676.28 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -60735.808594 Penalty: 645.272827
	Iteration 3F: 3 clusters Score -60735.81 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60774.589844 Penalty: 645.272827
	Iteration 4F: 3 clusters Score -60774.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -60806.757812 Penalty: 645.272827
	Iteration 5Q: 3 clusters Score -60806.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60827.394531 Penalty: 645.272827
	Iteration 6Q: 3 clusters Score -60827.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60847.085938 Penalty: 645.272827
	Iteration 7Q: 3 clusters Score -60847.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60864.910156 Penalty: 645.272827
	Iteration 8Q: 3 clusters Score -60864.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60877.546875 Penalty: 645.272827
	Iteration 9Q: 3 clusters Score -60877.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60892.511719 Penalty: 645.272827
	Iteration 10Q: 3 clusters Score -60892.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60914.515625 Penalty: 645.272827
	Iteration 11Q: 3 clusters Score -60914.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60928.656250 Penalty: 645.272827
	Iteration 12Q: 3 clusters Score -60928.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60938.070312 Penalty: 645.272827
	Iteration 13Q: 3 clusters Score -60938.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60942.746094 Penalty: 645.272827
	Iteration 14Q: 3 clusters Score -60942.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60944.984375 Penalty: 645.272827
	Iteration 15Q: 3 clusters Score -60944.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60948.601562 Penalty: 645.272827
	Iteration 16Q: 3 clusters Score -60948.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60951.859375 Penalty: 645.272827
	Iteration 17Q: 3 clusters Score -60951.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60952.976562 Penalty: 645.272827
	Iteration 18Q: 3 clusters Score -60952.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60955.406250 Penalty: 645.272827
	Iteration 19Q: 3 clusters Score -60955.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60960.406250 Penalty: 645.272827
	Iteration 20F: 3 clusters Score -60960.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60965.457031 Penalty: 645.272827
	Iteration 21Q: 3 clusters Score -60965.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60968.593750 Penalty: 645.272827
	Iteration 22Q: 3 clusters Score -60968.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60970.945312 Penalty: 645.272827
	Iteration 23Q: 3 clusters Score -60970.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60972.273438 Penalty: 645.272827
	Iteration 24Q: 3 clusters Score -60972.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60973.125000 Penalty: 645.272827
	Iteration 25Q: 3 clusters Score -60973.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60974.988281 Penalty: 645.272827
	Iteration 26Q: 3 clusters Score -60974.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60982.890625 Penalty: 645.272827
	Iteration 27Q: 3 clusters Score -60982.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60987.656250 Penalty: 645.272827
	Iteration 28Q: 3 clusters Score -60987.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60991.281250 Penalty: 645.272827
	Iteration 29Q: 3 clusters Score -60991.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60995.105469 Penalty: 645.272827
	Iteration 30Q: 3 clusters Score -60995.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60997.902344 Penalty: 645.272827
	Iteration 31Q: 3 clusters Score -60997.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61002.910156 Penalty: 645.272827
	Iteration 32Q: 3 clusters Score -61002.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61007.601562 Penalty: 645.272827
	Iteration 33Q: 3 clusters Score -61007.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61010.226562 Penalty: 645.272827
	Iteration 34Q: 3 clusters Score -61010.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61014.117188 Penalty: 645.272827
	Iteration 35Q: 3 clusters Score -61014.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61020.019531 Penalty: 645.272827
	Iteration 36Q: 3 clusters Score -61020.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61024.601562 Penalty: 645.272827
	Iteration 37Q: 3 clusters Score -61024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61026.898438 Penalty: 645.272827
	Iteration 38Q: 3 clusters Score -61026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61030.089844 Penalty: 645.272827
	Iteration 39Q: 3 clusters Score -61030.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61032.000000 Penalty: 645.272827
	Iteration 40F: 3 clusters Score -61032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -61033.574219 Penalty: 645.272827
	Iteration 41Q: 3 clusters Score -61033.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61034.921875 Penalty: 645.272827
	Iteration 42Q: 3 clusters Score -61034.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61035.296875 Penalty: 645.272827
	Iteration 43Q: 3 clusters Score -61035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61035.296875 Penalty: 645.272827
	Iteration 44F: 3 clusters Score -61035.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (148679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148679 members 
Entering Unmasked Estep 
Score: -7343735.500000 Penalty: 541.884277
	Iteration 0F: 2 clusters Score -7343736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -7244142.000000 Penalty: 1083.768555
	Iteration 0F: 3 clusters Score -7244142 nChanged 72686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -7291728.500000 Penalty: 1083.768555
	Iteration 1F: 3 clusters Score -7291728 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -7296507.500000 Penalty: 1083.768555
	Iteration 2F: 3 clusters Score -7296508 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -7304794.500000 Penalty: 1083.768555
	Iteration 3F: 3 clusters Score -7304794 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 95207 members 
Entering Unmasked Estep 
Score: -7315566.000000 Penalty: 1083.768555
	Iteration 4F: 3 clusters Score -7315566 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -7324046.500000 Penalty: 1083.768555
	Iteration 5F: 3 clusters Score -7324046 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -7328228.000000 Penalty: 1083.768555
	Iteration 6Q: 3 clusters Score -7328228 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -7330551.000000 Penalty: 1083.768555
	Iteration 7Q: 3 clusters Score -7330551 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 100037 members 
Entering Unmasked Estep 
Score: -7332469.500000 Penalty: 1083.768555
	Iteration 8Q: 3 clusters Score -7332470 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 100060 members 
Entering Unmasked Estep 
Score: -7334139.500000 Penalty: 1083.768555
	Iteration 9Q: 3 clusters Score -7334140 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -7335787.000000 Penalty: 1083.768555
	Iteration 10Q: 3 clusters Score -7335787 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 99147 members 
Entering Unmasked Estep 
Score: -7337208.500000 Penalty: 1083.768555
	Iteration 11Q: 3 clusters Score -7337208 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -7338620.500000 Penalty: 1083.768555
	Iteration 12Q: 3 clusters Score -7338620 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -7339957.000000 Penalty: 1083.768555
	Iteration 13Q: 3 clusters Score -7339957 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -7341183.500000 Penalty: 1083.768555
	Iteration 14Q: 3 clusters Score -7341184 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 95618 members 
Entering Unmasked Estep 
Score: -7342027.500000 Penalty: 1083.768555
	Iteration 15Q: 3 clusters Score -7342028 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -7342517.000000 Penalty: 1083.768555
	Iteration 16Q: 3 clusters Score -7342517 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -7342723.500000 Penalty: 1083.768555
	Iteration 17Q: 3 clusters Score -7342724 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
Score: -7342901.000000 Penalty: 1083.768555
	Iteration 18Q: 3 clusters Score -7342901 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 94794 members 
Entering Unmasked Estep 
Score: -7342985.000000 Penalty: 1083.768555
	Iteration 19Q: 3 clusters Score -7342985 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 94729 members 
Entering Unmasked Estep 
Score: -7343287.000000 Penalty: 1083.768555
	Iteration 20F: 3 clusters Score -7343287 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 94506 members 
Entering Unmasked Estep 
Score: -7343371.500000 Penalty: 1083.768555
	Iteration 21Q: 3 clusters Score -7343372 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -7343417.500000 Penalty: 1083.768555
	Iteration 22Q: 3 clusters Score -7343418 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
Score: -7343442.500000 Penalty: 1083.768555
	Iteration 23Q: 3 clusters Score -7343442 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 94314 members 
Entering Unmasked Estep 
Score: -7343452.500000 Penalty: 1083.768555
	Iteration 24Q: 3 clusters Score -7343452 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -7343439.000000 Penalty: 1083.768555
	Iteration 25Q: 3 clusters Score -7343439 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -7343448.000000 Penalty: 1083.768555
	Iteration 26Q: 3 clusters Score -7343448 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -7343429.500000 Penalty: 1083.768555
	Iteration 27Q: 3 clusters Score -7343430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 94038 members 
Entering Unmasked Estep 
Score: -7343427.000000 Penalty: 1083.768555
	Iteration 28Q: 3 clusters Score -7343427 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -7343420.500000 Penalty: 1083.768555
	Iteration 29Q: 3 clusters Score -7343420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 93904 members 
Entering Unmasked Estep 
Score: -7343419.000000 Penalty: 1083.768555
	Iteration 30Q: 3 clusters Score -7343419 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -7343414.500000 Penalty: 1083.768555
	Iteration 31Q: 3 clusters Score -7343414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -7343413.500000 Penalty: 1083.768555
	Iteration 32Q: 3 clusters Score -7343414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 93705 members 
Entering Unmasked Estep 
Score: -7343425.000000 Penalty: 1083.768555
	Iteration 33Q: 3 clusters Score -7343425 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -7343425.500000 Penalty: 1083.768555
	Iteration 34Q: 3 clusters Score -7343426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -7343430.000000 Penalty: 1083.768555
	Iteration 35Q: 3 clusters Score -7343430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -7343425.500000 Penalty: 1083.768555
	Iteration 36Q: 3 clusters Score -7343426 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 93395 members 
Entering Unmasked Estep 
Score: -7343454.000000 Penalty: 1083.768555
	Iteration 37Q: 3 clusters Score -7343454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -7343459.500000 Penalty: 1083.768555
	Iteration 38Q: 3 clusters Score -7343460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 93229 members 
Entering Unmasked Estep 
Score: -7343461.500000 Penalty: 1083.768555
	Iteration 39Q: 3 clusters Score -7343462 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 93148 members 
Entering Unmasked Estep 
Score: -7343459.000000 Penalty: 1083.768555
	Iteration 40F: 3 clusters Score -7343459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 93105 members 
Entering Unmasked Estep 
Score: -7343452.000000 Penalty: 1083.768555
	Iteration 41Q: 3 clusters Score -7343452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -7343451.500000 Penalty: 1083.768555
	Iteration 42Q: 3 clusters Score -7343452 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -7343458.000000 Penalty: 1083.768555
	Iteration 43Q: 3 clusters Score -7343458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -7343474.000000 Penalty: 1083.768555
	Iteration 44Q: 3 clusters Score -7343474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -7343476.000000 Penalty: 1083.768555
	Iteration 45Q: 3 clusters Score -7343476 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 92681 members 
Entering Unmasked Estep 
Score: -7343492.000000 Penalty: 1083.768555
	Iteration 46Q: 3 clusters Score -7343492 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 92598 members 
Entering Unmasked Estep 
Score: -7343504.000000 Penalty: 1083.768555
	Iteration 47Q: 3 clusters Score -7343504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -7343514.000000 Penalty: 1083.768555
	Iteration 48Q: 3 clusters Score -7343514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -7343523.000000 Penalty: 1083.768555
	Iteration 49Q: 3 clusters Score -7343523 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -7343507.000000 Penalty: 1083.768555
	Iteration 50Q: 3 clusters Score -7343507 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 92230 members 
Entering Unmasked Estep 
Score: -7343521.000000 Penalty: 1083.768555
	Iteration 51Q: 3 clusters Score -7343521 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -7343532.500000 Penalty: 1083.768555
	Iteration 52Q: 3 clusters Score -7343532 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 91945 members 
Entering Unmasked Estep 
Score: -7343556.000000 Penalty: 1083.768555
	Iteration 53Q: 3 clusters Score -7343556 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 91790 members 
Entering Unmasked Estep 
Score: -7343564.000000 Penalty: 1083.768555
	Iteration 54Q: 3 clusters Score -7343564 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 91606 members 
Entering Unmasked Estep 
Score: -7343554.500000 Penalty: 1083.768555
	Iteration 55Q: 3 clusters Score -7343554 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 91455 members 
Entering Unmasked Estep 
Score: -7343573.000000 Penalty: 1083.768555
	Iteration 56Q: 3 clusters Score -7343573 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 91313 members 
Entering Unmasked Estep 
Score: -7343577.000000 Penalty: 1083.768555
	Iteration 57Q: 3 clusters Score -7343577 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 91188 members 
Entering Unmasked Estep 
Score: -7343587.500000 Penalty: 1083.768555
	Iteration 58Q: 3 clusters Score -7343588 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -7343600.500000 Penalty: 1083.768555
	Iteration 59Q: 3 clusters Score -7343600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -7343617.500000 Penalty: 1083.768555
	Iteration 60F: 3 clusters Score -7343618 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -7343637.000000 Penalty: 1083.768555
	Iteration 61Q: 3 clusters Score -7343637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 90715 members 
Entering Unmasked Estep 
Score: -7343652.500000 Penalty: 1083.768555
	Iteration 62Q: 3 clusters Score -7343652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -7343658.000000 Penalty: 1083.768555
	Iteration 63Q: 3 clusters Score -7343658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -7343654.000000 Penalty: 1083.768555
	Iteration 64Q: 3 clusters Score -7343654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -7343641.500000 Penalty: 1083.768555
	Iteration 65Q: 3 clusters Score -7343642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 90607 members 
Entering Unmasked Estep 
Score: -7343643.000000 Penalty: 1083.768555
	Iteration 66Q: 3 clusters Score -7343643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 90568 members 
Entering Unmasked Estep 
Score: -7343649.500000 Penalty: 1083.768555
	Iteration 67Q: 3 clusters Score -7343650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -7343649.000000 Penalty: 1083.768555
	Iteration 68Q: 3 clusters Score -7343649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -7343654.500000 Penalty: 1083.768555
	Iteration 69Q: 3 clusters Score -7343654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -7343656.500000 Penalty: 1083.768555
	Iteration 70Q: 3 clusters Score -7343656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -7343659.500000 Penalty: 1083.768555
	Iteration 71Q: 3 clusters Score -7343660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -7343663.500000 Penalty: 1083.768555
	Iteration 72Q: 3 clusters Score -7343664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -7343672.000000 Penalty: 1083.768555
	Iteration 73Q: 3 clusters Score -7343672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 90291 members 
Entering Unmasked Estep 
Score: -7343676.500000 Penalty: 1083.768555
	Iteration 74Q: 3 clusters Score -7343676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
Score: -7343672.500000 Penalty: 1083.768555
	Iteration 75Q: 3 clusters Score -7343672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -7343683.000000 Penalty: 1083.768555
	Iteration 76Q: 3 clusters Score -7343683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -7343697.500000 Penalty: 1083.768555
	Iteration 77Q: 3 clusters Score -7343698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -7343689.500000 Penalty: 1083.768555
	Iteration 78Q: 3 clusters Score -7343690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -7343697.500000 Penalty: 1083.768555
	Iteration 79Q: 3 clusters Score -7343698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -7343706.500000 Penalty: 1083.768555
	Iteration 80F: 3 clusters Score -7343706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 90062 members 
Entering Unmasked Estep 
Score: -7343708.500000 Penalty: 1083.768555
	Iteration 81Q: 3 clusters Score -7343708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -7343710.000000 Penalty: 1083.768555
	Iteration 82Q: 3 clusters Score -7343710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -7343714.000000 Penalty: 1083.768555
	Iteration 83Q: 3 clusters Score -7343714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
Score: -7343706.500000 Penalty: 1083.768555
	Iteration 84Q: 3 clusters Score -7343706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -7343708.500000 Penalty: 1083.768555
	Iteration 85Q: 3 clusters Score -7343708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -7343710.500000 Penalty: 1083.768555
	Iteration 86Q: 3 clusters Score -7343710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -7343710.500000 Penalty: 1083.768555
	Iteration 87F: 3 clusters Score -7343710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -36250.222656 Penalty: 305.715088
	Iteration 0F: 2 clusters Score -36250.22 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 408 members 
Entering Unmasked Estep 
Score: -35551.023438 Penalty: 611.430176
	Iteration 0F: 3 clusters Score -35551.02 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35720.527344 Penalty: 611.430176
	Iteration 1F: 3 clusters Score -35720.53 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35806.722656 Penalty: 611.430176
	Iteration 2F: 3 clusters Score -35806.72 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35875.101562 Penalty: 611.430176
	Iteration 3F: 3 clusters Score -35875.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35943.292969 Penalty: 611.430176
	Iteration 4F: 3 clusters Score -35943.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35999.921875 Penalty: 611.430176
	Iteration 5F: 3 clusters Score -35999.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36031.957031 Penalty: 611.430176
	Iteration 6Q: 3 clusters Score -36031.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36055.148438 Penalty: 611.430176
	Iteration 7Q: 3 clusters Score -36055.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36078.679688 Penalty: 611.430176
	Iteration 8Q: 3 clusters Score -36078.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36093.515625 Penalty: 611.430176
	Iteration 9Q: 3 clusters Score -36093.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36107.812500 Penalty: 611.430176
	Iteration 10Q: 3 clusters Score -36107.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36111.574219 Penalty: 611.430176
	Iteration 11Q: 3 clusters Score -36111.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36111.921875 Penalty: 611.430176
	Iteration 12Q: 3 clusters Score -36111.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36111.921875 Penalty: 611.430176
	Iteration 13F: 3 clusters Score -36111.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3002.037354 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3002.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2853.338623 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2853.339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2926.897949 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2926.898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2941.168213 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -2941.168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2941.168213 Penalty: 378.458374
	Iteration 3F: 3 clusters Score -2941.168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -9830.003906 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -9830.004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9468.886719 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -9468.887 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9587.837891 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -9587.838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9618.780273 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -9618.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9630.293945 Penalty: 523.772522
	Iteration 3Q: 3 clusters Score -9630.294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9633.677734 Penalty: 523.772522
	Iteration 4Q: 3 clusters Score -9633.678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9635.748047 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -9635.748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9636.065430 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -9636.065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9637.766602 Penalty: 523.772522
	Iteration 7Q: 3 clusters Score -9637.767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9641.048828 Penalty: 523.772522
	Iteration 8Q: 3 clusters Score -9641.049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9641.370117 Penalty: 523.772522
	Iteration 9Q: 3 clusters Score -9641.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9641.370117 Penalty: 523.772522
	Iteration 10F: 3 clusters Score -9641.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -28806.257812 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -28806.26 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 281 members 
Entering Unmasked Estep 
Score: -28266.212891 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -28266.21 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28372.300781 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -28372.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28405.685547 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -28405.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28425.207031 Penalty: 575.353394
	Iteration 3F: 3 clusters Score -28425.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28439.093750 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -28439.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28448.523438 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -28448.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28453.917969 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -28453.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28458.486328 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -28458.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28464.951172 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -28464.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28472.804688 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -28472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28478.537109 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -28478.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28481.048828 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -28481.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28484.597656 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -28484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28485.552734 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -28485.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28485.552734 Penalty: 575.353394
	Iteration 14F: 3 clusters Score -28485.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -59821.062500 Penalty: 320.859436
	Iteration 0F: 2 clusters Score -59821.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -58917.406250 Penalty: 641.718872
	Iteration 0F: 3 clusters Score -58917.41 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -59204.109375 Penalty: 641.718872
	Iteration 1F: 3 clusters Score -59204.11 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -59298.054688 Penalty: 641.718872
	Iteration 2F: 3 clusters Score -59298.05 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -59385.417969 Penalty: 641.718872
	Iteration 3F: 3 clusters Score -59385.42 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -59486.734375 Penalty: 641.718872
	Iteration 4F: 3 clusters Score -59486.73 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59579.992188 Penalty: 641.718872
	Iteration 5F: 3 clusters Score -59579.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -59595.957031 Penalty: 641.718872
	Iteration 6Q: 3 clusters Score -59595.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -59607.226562 Penalty: 641.718872
	Iteration 7Q: 3 clusters Score -59607.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -59617.593750 Penalty: 641.718872
	Iteration 8Q: 3 clusters Score -59617.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -59624.816406 Penalty: 641.718872
	Iteration 9Q: 3 clusters Score -59624.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -59630.746094 Penalty: 641.718872
	Iteration 10Q: 3 clusters Score -59630.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59637.390625 Penalty: 641.718872
	Iteration 11Q: 3 clusters Score -59637.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -59648.660156 Penalty: 641.718872
	Iteration 12Q: 3 clusters Score -59648.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -59656.714844 Penalty: 641.718872
	Iteration 13Q: 3 clusters Score -59656.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -59662.492188 Penalty: 641.718872
	Iteration 14Q: 3 clusters Score -59662.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -59669.085938 Penalty: 641.718872
	Iteration 15Q: 3 clusters Score -59669.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -59682.671875 Penalty: 641.718872
	Iteration 16Q: 3 clusters Score -59682.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59688.953125 Penalty: 641.718872
	Iteration 17Q: 3 clusters Score -59688.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59695.496094 Penalty: 641.718872
	Iteration 18Q: 3 clusters Score -59695.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59703.074219 Penalty: 641.718872
	Iteration 19Q: 3 clusters Score -59703.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59708.906250 Penalty: 641.718872
	Iteration 20F: 3 clusters Score -59708.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59713.460938 Penalty: 641.718872
	Iteration 21Q: 3 clusters Score -59713.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59715.484375 Penalty: 641.718872
	Iteration 22Q: 3 clusters Score -59715.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59716.359375 Penalty: 641.718872
	Iteration 23Q: 3 clusters Score -59716.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59720.250000 Penalty: 641.718872
	Iteration 24Q: 3 clusters Score -59720.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59724.550781 Penalty: 641.718872
	Iteration 25Q: 3 clusters Score -59724.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59728.808594 Penalty: 641.718872
	Iteration 26Q: 3 clusters Score -59728.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59729.597656 Penalty: 641.718872
	Iteration 27Q: 3 clusters Score -59729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59730.738281 Penalty: 641.718872
	Iteration 28Q: 3 clusters Score -59730.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59730.933594 Penalty: 641.718872
	Iteration 29Q: 3 clusters Score -59730.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59731.054688 Penalty: 641.718872
	Iteration 30Q: 3 clusters Score -59731.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59731.054688 Penalty: 641.718872
	Iteration 31F: 3 clusters Score -59731.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -191556.296875 Penalty: 372.293732
	Iteration 0F: 2 clusters Score -191556.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -189189.000000 Penalty: 744.587463
	Iteration 0F: 3 clusters Score -189189 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -190229.812500 Penalty: 744.587463
	Iteration 1F: 3 clusters Score -190229.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -190659.968750 Penalty: 744.587463
	Iteration 2F: 3 clusters Score -190660 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -190967.750000 Penalty: 744.587463
	Iteration 3F: 3 clusters Score -190967.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -191014.968750 Penalty: 744.587463
	Iteration 4Q: 3 clusters Score -191015 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -191051.156250 Penalty: 744.587463
	Iteration 5Q: 3 clusters Score -191051.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -191068.609375 Penalty: 744.587463
	Iteration 6Q: 3 clusters Score -191068.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -191080.140625 Penalty: 744.587463
	Iteration 7Q: 3 clusters Score -191080.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -191082.031250 Penalty: 744.587463
	Iteration 8Q: 3 clusters Score -191082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -191089.187500 Penalty: 744.587463
	Iteration 9Q: 3 clusters Score -191089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -191098.421875 Penalty: 744.587463
	Iteration 10Q: 3 clusters Score -191098.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -191081.906250 Penalty: 744.587463
	Iteration 11Q: 3 clusters Score -191081.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -191095.234375 Penalty: 744.587463
	Iteration 12Q: 3 clusters Score -191095.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -191110.359375 Penalty: 744.587463
	Iteration 13Q: 3 clusters Score -191110.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -191097.109375 Penalty: 744.587463
	Iteration 14Q: 3 clusters Score -191097.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -191108.500000 Penalty: 744.587463
	Iteration 15Q: 3 clusters Score -191108.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -191100.546875 Penalty: 744.587463
	Iteration 16Q: 3 clusters Score -191100.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -191078.562500 Penalty: 744.587463
	Iteration 17Q: 3 clusters Score -191078.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -191086.281250 Penalty: 744.587463
	Iteration 18Q: 3 clusters Score -191086.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -191103.796875 Penalty: 744.587463
	Iteration 19Q: 3 clusters Score -191103.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -191102.109375 Penalty: 744.587463
	Iteration 20F: 3 clusters Score -191102.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -191109.046875 Penalty: 744.587463
	Iteration 21Q: 3 clusters Score -191109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -191110.296875 Penalty: 744.587463
	Iteration 22Q: 3 clusters Score -191110.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -191110.296875 Penalty: 744.587463
	Iteration 23F: 3 clusters Score -191110.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -87742.546875 Penalty: 348.620911
	Iteration 0F: 2 clusters Score -87742.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -86198.281250 Penalty: 697.241821
	Iteration 0F: 3 clusters Score -86198.28 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -86738.117188 Penalty: 697.241821
	Iteration 1F: 3 clusters Score -86738.12 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -86902.515625 Penalty: 697.241821
	Iteration 2F: 3 clusters Score -86902.52 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -87064.265625 Penalty: 697.241821
	Iteration 3F: 3 clusters Score -87064.27 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -87189.546875 Penalty: 697.241821
	Iteration 4F: 3 clusters Score -87189.55 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -87277.687500 Penalty: 697.241821
	Iteration 5F: 3 clusters Score -87277.69 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -87351.773438 Penalty: 697.241821
	Iteration 6Q: 3 clusters Score -87351.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -87429.015625 Penalty: 697.241821
	Iteration 7Q: 3 clusters Score -87429.02 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -87524.656250 Penalty: 697.241821
	Iteration 8Q: 3 clusters Score -87524.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -87594.914062 Penalty: 697.241821
	Iteration 9Q: 3 clusters Score -87594.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -87641.593750 Penalty: 697.241821
	Iteration 10Q: 3 clusters Score -87641.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -87669.984375 Penalty: 697.241821
	Iteration 11Q: 3 clusters Score -87669.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -87688.921875 Penalty: 697.241821
	Iteration 12Q: 3 clusters Score -87688.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -87696.046875 Penalty: 697.241821
	Iteration 13Q: 3 clusters Score -87696.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -87701.265625 Penalty: 697.241821
	Iteration 14Q: 3 clusters Score -87701.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -87703.875000 Penalty: 697.241821
	Iteration 15Q: 3 clusters Score -87703.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -87707.625000 Penalty: 697.241821
	Iteration 16Q: 3 clusters Score -87707.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -87710.125000 Penalty: 697.241821
	Iteration 17Q: 3 clusters Score -87710.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -87711.703125 Penalty: 697.241821
	Iteration 18Q: 3 clusters Score -87711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -87712.601562 Penalty: 697.241821
	Iteration 19Q: 3 clusters Score -87712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -87712.843750 Penalty: 697.241821
	Iteration 20F: 3 clusters Score -87712.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -52191.296875 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -52191.3 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 526 members 
Entering Unmasked Estep 
Score: -51378.324219 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -51378.32 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -51814.117188 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -51814.12 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -51920.492188 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -51920.49 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -51983.359375 Penalty: 633.650269
	Iteration 3F: 3 clusters Score -51983.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -52019.242188 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -52019.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -52044.808594 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -52044.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52070.179688 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -52070.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -52087.542969 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -52087.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -52101.160156 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -52101.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -52113.945312 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -52113.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -52123.191406 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -52123.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -52127.085938 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -52127.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -52131.886719 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -52131.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -52140.484375 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -52140.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -52156.210938 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -52156.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -52169.269531 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -52169.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -52175.605469 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -52175.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -52181.933594 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -52181.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -52185.253906 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -52185.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -52186.859375 Penalty: 633.650269
	Iteration 19Q: 3 clusters Score -52186.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -52188.238281 Penalty: 633.650269
	Iteration 20F: 3 clusters Score -52188.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -52188.925781 Penalty: 633.650269
	Iteration 21Q: 3 clusters Score -52188.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -52188.964844 Penalty: 633.650269
	Iteration 22Q: 3 clusters Score -52188.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -52188.964844 Penalty: 633.650269
	Iteration 23F: 3 clusters Score -52188.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -15849.723633 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -15849.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15476.347656 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -15476.35 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15611.310547 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -15611.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15635.111328 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -15635.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15644.581055 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -15644.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15650.068359 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -15650.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15653.564453 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -15653.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15656.137695 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -15656.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15657.849609 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -15657.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15659.754883 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -15659.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15660.410156 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -15660.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15661.073242 Penalty: 524.917236
	Iteration 10Q: 3 clusters Score -15661.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15663.333984 Penalty: 524.917236
	Iteration 11Q: 3 clusters Score -15663.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15668.247070 Penalty: 524.917236
	Iteration 12Q: 3 clusters Score -15668.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15675.566406 Penalty: 524.917236
	Iteration 13Q: 3 clusters Score -15675.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15685.634766 Penalty: 524.917236
	Iteration 14Q: 3 clusters Score -15685.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15687.170898 Penalty: 524.917236
	Iteration 15Q: 3 clusters Score -15687.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15687.479492 Penalty: 524.917236
	Iteration 16Q: 3 clusters Score -15687.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15687.479492 Penalty: 524.917236
	Iteration 17F: 3 clusters Score -15687.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -49316.480469 Penalty: 315.337524
	Iteration 0F: 2 clusters Score -49316.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -48486.269531 Penalty: 630.675049
	Iteration 0F: 3 clusters Score -48486.27 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -48716.507812 Penalty: 630.675049
	Iteration 1F: 3 clusters Score -48716.51 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48769.375000 Penalty: 630.675049
	Iteration 2F: 3 clusters Score -48769.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48799.675781 Penalty: 630.675049
	Iteration 3Q: 3 clusters Score -48799.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48830.015625 Penalty: 630.675049
	Iteration 4Q: 3 clusters Score -48830.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48862.218750 Penalty: 630.675049
	Iteration 5Q: 3 clusters Score -48862.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -48879.089844 Penalty: 630.675049
	Iteration 6Q: 3 clusters Score -48879.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -48899.457031 Penalty: 630.675049
	Iteration 7Q: 3 clusters Score -48899.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -48918.246094 Penalty: 630.675049
	Iteration 8Q: 3 clusters Score -48918.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -48937.316406 Penalty: 630.675049
	Iteration 9Q: 3 clusters Score -48937.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -48954.308594 Penalty: 630.675049
	Iteration 10Q: 3 clusters Score -48954.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -48975.738281 Penalty: 630.675049
	Iteration 11Q: 3 clusters Score -48975.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -48997.765625 Penalty: 630.675049
	Iteration 12Q: 3 clusters Score -48997.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49015.179688 Penalty: 630.675049
	Iteration 13Q: 3 clusters Score -49015.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49022.761719 Penalty: 630.675049
	Iteration 14Q: 3 clusters Score -49022.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -49027.453125 Penalty: 630.675049
	Iteration 15Q: 3 clusters Score -49027.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49030.425781 Penalty: 630.675049
	Iteration 16Q: 3 clusters Score -49030.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49033.152344 Penalty: 630.675049
	Iteration 17Q: 3 clusters Score -49033.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -49035.781250 Penalty: 630.675049
	Iteration 18Q: 3 clusters Score -49035.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49038.292969 Penalty: 630.675049
	Iteration 19Q: 3 clusters Score -49038.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49039.906250 Penalty: 630.675049
	Iteration 20F: 3 clusters Score -49039.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -49041.585938 Penalty: 630.675049
	Iteration 21Q: 3 clusters Score -49041.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49043.214844 Penalty: 630.675049
	Iteration 22Q: 3 clusters Score -49043.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49045.640625 Penalty: 630.675049
	Iteration 23Q: 3 clusters Score -49045.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -49047.457031 Penalty: 630.675049
	Iteration 24Q: 3 clusters Score -49047.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -49048.125000 Penalty: 630.675049
	Iteration 25Q: 3 clusters Score -49048.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49048.308594 Penalty: 630.675049
	Iteration 26Q: 3 clusters Score -49048.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49048.917969 Penalty: 630.675049
	Iteration 27Q: 3 clusters Score -49048.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -49049.148438 Penalty: 630.675049
	Iteration 28Q: 3 clusters Score -49049.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49049.386719 Penalty: 630.675049
	Iteration 29Q: 3 clusters Score -49049.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49050.445312 Penalty: 630.675049
	Iteration 30Q: 3 clusters Score -49050.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49052.734375 Penalty: 630.675049
	Iteration 31Q: 3 clusters Score -49052.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49054.406250 Penalty: 630.675049
	Iteration 32Q: 3 clusters Score -49054.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49055.789062 Penalty: 630.675049
	Iteration 33Q: 3 clusters Score -49055.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49059.066406 Penalty: 630.675049
	Iteration 34Q: 3 clusters Score -49059.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -49061.179688 Penalty: 630.675049
	Iteration 35Q: 3 clusters Score -49061.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -49063.050781 Penalty: 630.675049
	Iteration 36Q: 3 clusters Score -49063.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -49064.285156 Penalty: 630.675049
	Iteration 37Q: 3 clusters Score -49064.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49064.531250 Penalty: 630.675049
	Iteration 38Q: 3 clusters Score -49064.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49064.707031 Penalty: 630.675049
	Iteration 39Q: 3 clusters Score -49064.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49064.707031 Penalty: 630.675049
	Iteration 40F: 3 clusters Score -49064.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (221287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221287 members 
Entering Unmasked Estep 
Score: -11029313.000000 Penalty: 559.978333
	Iteration 0F: 2 clusters Score -1.102931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109997 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -10885254.000000 Penalty: 1119.956665
	Iteration 0F: 3 clusters Score -1.088525e+07 nChanged 108876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 142550 members 
Entering Unmasked Estep 
Score: -10961458.000000 Penalty: 1119.956665
	Iteration 1F: 3 clusters Score -1.096146e+07 nChanged 17553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 158711 members 
Entering Unmasked Estep 
Score: -10973893.000000 Penalty: 1119.956665
	Iteration 2F: 3 clusters Score -1.097389e+07 nChanged 19557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 177230 members 
Entering Unmasked Estep 
Score: -10991365.000000 Penalty: 1119.956665
	Iteration 3F: 3 clusters Score -1.099136e+07 nChanged 18544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 195076 members 
Entering Unmasked Estep 
Score: -11009087.000000 Penalty: 1119.956665
	Iteration 4F: 3 clusters Score -1.100909e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 207314 members 
Entering Unmasked Estep 
Score: -11022672.000000 Penalty: 1119.956665
	Iteration 5F: 3 clusters Score -1.102267e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 213785 members 
Entering Unmasked Estep 
Score: -11027896.000000 Penalty: 1119.956665
	Iteration 6Q: 3 clusters Score -1.10279e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 216752 members 
Entering Unmasked Estep 
Score: -11029345.000000 Penalty: 1119.956665
	Iteration 7Q: 3 clusters Score -1.102934e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 218165 members 
Entering Unmasked Estep 
Score: -11029817.000000 Penalty: 1119.956665
	Iteration 8Q: 3 clusters Score -1.102982e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 218830 members 
Entering Unmasked Estep 
Score: -11029872.000000 Penalty: 1119.956665
	Iteration 9Q: 3 clusters Score -1.102987e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 219279 members 
Entering Unmasked Estep 
Score: -11029883.000000 Penalty: 1119.956665
	Iteration 10Q: 3 clusters Score -1.102988e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 219573 members 
Entering Unmasked Estep 
Score: -11029865.000000 Penalty: 1119.956665
	Iteration 11Q: 3 clusters Score -1.102986e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 219794 members 
Entering Unmasked Estep 
Score: -11029844.000000 Penalty: 1119.956665
	Iteration 12Q: 3 clusters Score -1.102984e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 219962 members 
Entering Unmasked Estep 
Score: -11029778.000000 Penalty: 1119.956665
	Iteration 13Q: 3 clusters Score -1.102978e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 220078 members 
Entering Unmasked Estep 
Score: -11029719.000000 Penalty: 1119.956665
	Iteration 14Q: 3 clusters Score -1.102972e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 220158 members 
Entering Unmasked Estep 
Score: -11029680.000000 Penalty: 1119.956665
	Iteration 15Q: 3 clusters Score -1.102968e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 220222 members 
Entering Unmasked Estep 
Score: -11029658.000000 Penalty: 1119.956665
	Iteration 16Q: 3 clusters Score -1.102966e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 220274 members 
Entering Unmasked Estep 
Score: -11029626.000000 Penalty: 1119.956665
	Iteration 17Q: 3 clusters Score -1.102963e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 220318 members 
Entering Unmasked Estep 
Score: -11029624.000000 Penalty: 1119.956665
	Iteration 18Q: 3 clusters Score -1.102962e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 220355 members 
Entering Unmasked Estep 
Score: -11029608.000000 Penalty: 1119.956665
	Iteration 19Q: 3 clusters Score -1.102961e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 220386 members 
Entering Unmasked Estep 
Score: -11029593.000000 Penalty: 1119.956665
	Iteration 20F: 3 clusters Score -1.102959e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 220422 members 
Entering Unmasked Estep 
Score: -11029562.000000 Penalty: 1119.956665
	Iteration 21Q: 3 clusters Score -1.102956e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 220446 members 
Entering Unmasked Estep 
Score: -11029546.000000 Penalty: 1119.956665
	Iteration 22Q: 3 clusters Score -1.102955e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 220466 members 
Entering Unmasked Estep 
Score: -11029532.000000 Penalty: 1119.956665
	Iteration 23Q: 3 clusters Score -1.102953e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 220482 members 
Entering Unmasked Estep 
Score: -11029543.000000 Penalty: 1119.956665
	Iteration 24Q: 3 clusters Score -1.102954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 220498 members 
Entering Unmasked Estep 
Score: -11029527.000000 Penalty: 1119.956665
	Iteration 25Q: 3 clusters Score -1.102953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 220513 members 
Entering Unmasked Estep 
Score: -11029515.000000 Penalty: 1119.956665
	Iteration 26Q: 3 clusters Score -1.102952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 220522 members 
Entering Unmasked Estep 
Score: -11029517.000000 Penalty: 1119.956665
	Iteration 27Q: 3 clusters Score -1.102952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 220530 members 
Entering Unmasked Estep 
Score: -11029504.000000 Penalty: 1119.956665
	Iteration 28Q: 3 clusters Score -1.10295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 220541 members 
Entering Unmasked Estep 
Score: -11029499.000000 Penalty: 1119.956665
	Iteration 29Q: 3 clusters Score -1.10295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 220555 members 
Entering Unmasked Estep 
Score: -11029500.000000 Penalty: 1119.956665
	Iteration 30Q: 3 clusters Score -1.10295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 220565 members 
Entering Unmasked Estep 
Score: -11029497.000000 Penalty: 1119.956665
	Iteration 31Q: 3 clusters Score -1.10295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 220577 members 
Entering Unmasked Estep 
Score: -11029474.000000 Penalty: 1119.956665
	Iteration 32Q: 3 clusters Score -1.102947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 220585 members 
Entering Unmasked Estep 
Score: -11029462.000000 Penalty: 1119.956665
	Iteration 33Q: 3 clusters Score -1.102946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 220591 members 
Entering Unmasked Estep 
Score: -11029464.000000 Penalty: 1119.956665
	Iteration 34Q: 3 clusters Score -1.102946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 220596 members 
Entering Unmasked Estep 
Score: -11029462.000000 Penalty: 1119.956665
	Iteration 35Q: 3 clusters Score -1.102946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 220595 members 
Entering Unmasked Estep 
Score: -11029460.000000 Penalty: 1119.956665
	Iteration 36Q: 3 clusters Score -1.102946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 220593 members 
Entering Unmasked Estep 
Score: -11029463.000000 Penalty: 1119.956665
	Iteration 37Q: 3 clusters Score -1.102946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 220591 members 
Entering Unmasked Estep 
Score: -11029461.000000 Penalty: 1119.956665
	Iteration 38Q: 3 clusters Score -1.102946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 220591 members 
Entering Unmasked Estep 
Score: -11029458.000000 Penalty: 1119.956665
	Iteration 39Q: 3 clusters Score -1.102946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 220590 members 
Entering Unmasked Estep 
Score: -11029469.000000 Penalty: 1119.956665
	Iteration 40F: 3 clusters Score -1.102947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 220587 members 
Entering Unmasked Estep 
Score: -11029483.000000 Penalty: 1119.956665
	Iteration 41Q: 3 clusters Score -1.102948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 220583 members 
Entering Unmasked Estep 
Score: -11029479.000000 Penalty: 1119.956665
	Iteration 42Q: 3 clusters Score -1.102948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 220580 members 
Entering Unmasked Estep 
Score: -11029493.000000 Penalty: 1119.956665
	Iteration 43Q: 3 clusters Score -1.102949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 220580 members 
Entering Unmasked Estep 
Score: -11029487.000000 Penalty: 1119.956665
	Iteration 44Q: 3 clusters Score -1.102949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 220576 members 
Entering Unmasked Estep 
Score: -11029486.000000 Penalty: 1119.956665
	Iteration 45Q: 3 clusters Score -1.102949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 220572 members 
Entering Unmasked Estep 
Score: -11029485.000000 Penalty: 1119.956665
	Iteration 46Q: 3 clusters Score -1.102948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 220570 members 
Entering Unmasked Estep 
Score: -11029500.000000 Penalty: 1119.956665
	Iteration 47Q: 3 clusters Score -1.10295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 220569 members 
Entering Unmasked Estep 
Score: -11029505.000000 Penalty: 1119.956665
	Iteration 48Q: 3 clusters Score -1.10295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 220573 members 
Entering Unmasked Estep 
Score: -11029508.000000 Penalty: 1119.956665
	Iteration 49Q: 3 clusters Score -1.102951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 220574 members 
Entering Unmasked Estep 
Score: -11029503.000000 Penalty: 1119.956665
	Iteration 50Q: 3 clusters Score -1.10295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 220576 members 
Entering Unmasked Estep 
Score: -11029513.000000 Penalty: 1119.956665
	Iteration 51Q: 3 clusters Score -1.102951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 220580 members 
Entering Unmasked Estep 
Score: -11029511.000000 Penalty: 1119.956665
	Iteration 52Q: 3 clusters Score -1.102951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 220582 members 
Entering Unmasked Estep 
Score: -11029509.000000 Penalty: 1119.956665
	Iteration 53Q: 3 clusters Score -1.102951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 220587 members 
Entering Unmasked Estep 
Score: -11029504.000000 Penalty: 1119.956665
	Iteration 54Q: 3 clusters Score -1.10295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 220590 members 
Entering Unmasked Estep 
Score: -11029498.000000 Penalty: 1119.956665
	Iteration 55Q: 3 clusters Score -1.10295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 220592 members 
Entering Unmasked Estep 
Score: -11029492.000000 Penalty: 1119.956665
	Iteration 56Q: 3 clusters Score -1.102949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 220592 members 
Entering Unmasked Estep 
Score: -11029492.000000 Penalty: 1119.956665
	Iteration 57F: 3 clusters Score -1.102949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66612 members 
Mstep: Class 4 contains 19100 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 32538 members 
Mstep: Class 9 contains 177743 members 
Mstep: Class 10 contains 37100 members 
Mstep: Class 11 contains 40666 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215673 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 1399 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 18 contains 54976 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93527 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 15748 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18942 members 
Mstep: Class 35 contains 5407 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171594 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 114818 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 154403 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 148679 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 557 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 3577 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 695 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 31631 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 55884 members 
Mstep: Class 65 contains 268 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 40159 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Mstep: Class 75 contains 1266 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 220592 members 
Entering Unmasked Estep 
Score: -90804840.000000 Penalty: 50770.378906
Splitting cluster 55 changes total score from -90799440.000000 to -90804840.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 56 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -17288.871094 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -17288.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16912.263672 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -16912.26 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17033.660156 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -17033.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17089.503906 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -17089.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17129.816406 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -17129.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17155.980469 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -17155.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17177.126953 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -17177.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17179.978516 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -17179.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17182.935547 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -17182.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17183.412109 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -17183.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17185.376953 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -17185.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17188.349609 Penalty: 526.607666
	Iteration 10Q: 3 clusters Score -17188.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17197.214844 Penalty: 526.607666
	Iteration 11Q: 3 clusters Score -17197.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17208.636719 Penalty: 526.607666
	Iteration 12Q: 3 clusters Score -17208.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17223.345703 Penalty: 526.607666
	Iteration 13Q: 3 clusters Score -17223.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17229.111328 Penalty: 526.607666
	Iteration 14Q: 3 clusters Score -17229.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17230.494141 Penalty: 526.607666
	Iteration 15Q: 3 clusters Score -17230.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17230.494141 Penalty: 526.607666
	Iteration 16F: 3 clusters Score -17230.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -17964.613281 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -17964.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17560.648438 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -17560.65 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17655.929688 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -17655.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17687.349609 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -17687.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17715.218750 Penalty: 532.288574
	Iteration 3F: 3 clusters Score -17715.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17725.636719 Penalty: 532.288574
	Iteration 4Q: 3 clusters Score -17725.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17733.773438 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -17733.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17743.685547 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -17743.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17746.750000 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -17746.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17748.828125 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -17748.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17748.828125 Penalty: 532.288574
	Iteration 9F: 3 clusters Score -17748.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -3906.235596 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -3906.236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3777.801758 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -3777.802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3837.469482 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -3837.469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3842.894531 Penalty: 397.619751
	Iteration 2Q: 3 clusters Score -3842.895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3846.093262 Penalty: 397.619751
	Iteration 3Q: 3 clusters Score -3846.093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3850.229736 Penalty: 397.619751
	Iteration 4Q: 3 clusters Score -3850.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3850.229736 Penalty: 397.619751
	Iteration 5F: 3 clusters Score -3850.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -339935.406250 Penalty: 401.261139
	Iteration 0F: 2 clusters Score -339935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -335426.000000 Penalty: 802.522278
	Iteration 0F: 3 clusters Score -335426 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -337308.562500 Penalty: 802.522278
	Iteration 1F: 3 clusters Score -337308.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -337672.500000 Penalty: 802.522278
	Iteration 2F: 3 clusters Score -337672.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -338060.250000 Penalty: 802.522278
	Iteration 3F: 3 clusters Score -338060.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -338428.593750 Penalty: 802.522278
	Iteration 4F: 3 clusters Score -338428.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -338813.812500 Penalty: 802.522278
	Iteration 5F: 3 clusters Score -338813.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -339101.406250 Penalty: 802.522278
	Iteration 6F: 3 clusters Score -339101.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -339292.281250 Penalty: 802.522278
	Iteration 7Q: 3 clusters Score -339292.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -339421.718750 Penalty: 802.522278
	Iteration 8Q: 3 clusters Score -339421.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -339502.562500 Penalty: 802.522278
	Iteration 9Q: 3 clusters Score -339502.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -339547.343750 Penalty: 802.522278
	Iteration 10Q: 3 clusters Score -339547.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -339571.406250 Penalty: 802.522278
	Iteration 11Q: 3 clusters Score -339571.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -339601.468750 Penalty: 802.522278
	Iteration 12Q: 3 clusters Score -339601.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -339613.781250 Penalty: 802.522278
	Iteration 13Q: 3 clusters Score -339613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -339618.781250 Penalty: 802.522278
	Iteration 14Q: 3 clusters Score -339618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -339624.218750 Penalty: 802.522278
	Iteration 15Q: 3 clusters Score -339624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -339624.718750 Penalty: 802.522278
	Iteration 16Q: 3 clusters Score -339624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -339626.406250 Penalty: 802.522278
	Iteration 17Q: 3 clusters Score -339626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -339628.187500 Penalty: 802.522278
	Iteration 18Q: 3 clusters Score -339628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -339628.187500 Penalty: 802.522278
	Iteration 19F: 3 clusters Score -339628.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (31631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Entering Unmasked Estep 
Score: -1630910.750000 Penalty: 471.466125
	Iteration 0F: 2 clusters Score -1630911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1609867.875000 Penalty: 942.932251
	Iteration 0F: 3 clusters Score -1609868 nChanged 15276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1619856.875000 Penalty: 942.932251
	Iteration 1F: 3 clusters Score -1619857 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1621479.250000 Penalty: 942.932251
	Iteration 2F: 3 clusters Score -1621479 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1623679.750000 Penalty: 942.932251
	Iteration 3F: 3 clusters Score -1623680 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -1625570.750000 Penalty: 942.932251
	Iteration 4F: 3 clusters Score -1625571 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1626545.000000 Penalty: 942.932251
	Iteration 5Q: 3 clusters Score -1626545 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -1627282.125000 Penalty: 942.932251
	Iteration 6Q: 3 clusters Score -1627282 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -1627941.375000 Penalty: 942.932251
	Iteration 7Q: 3 clusters Score -1627941 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1628614.875000 Penalty: 942.932251
	Iteration 8Q: 3 clusters Score -1628615 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1629221.250000 Penalty: 942.932251
	Iteration 9Q: 3 clusters Score -1629221 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1629638.750000 Penalty: 942.932251
	Iteration 10Q: 3 clusters Score -1629639 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -1629907.625000 Penalty: 942.932251
	Iteration 11Q: 3 clusters Score -1629908 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1630048.250000 Penalty: 942.932251
	Iteration 12Q: 3 clusters Score -1630048 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -1630125.375000 Penalty: 942.932251
	Iteration 13Q: 3 clusters Score -1630125 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -1630166.500000 Penalty: 942.932251
	Iteration 14Q: 3 clusters Score -1630166 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -1630194.625000 Penalty: 942.932251
	Iteration 15Q: 3 clusters Score -1630195 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -1630190.625000 Penalty: 942.932251
	Iteration 16Q: 3 clusters Score -1630191 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -1630212.375000 Penalty: 942.932251
	Iteration 17Q: 3 clusters Score -1630212 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -1630218.125000 Penalty: 942.932251
	Iteration 18Q: 3 clusters Score -1630218 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1630224.750000 Penalty: 942.932251
	Iteration 19Q: 3 clusters Score -1630225 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -1630229.000000 Penalty: 942.932251
	Iteration 20F: 3 clusters Score -1630229 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -1630234.375000 Penalty: 942.932251
	Iteration 21Q: 3 clusters Score -1630234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1630244.125000 Penalty: 942.932251
	Iteration 22Q: 3 clusters Score -1630244 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -1630244.375000 Penalty: 942.932251
	Iteration 23Q: 3 clusters Score -1630244 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -1630250.000000 Penalty: 942.932251
	Iteration 24Q: 3 clusters Score -1630250 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1630260.750000 Penalty: 942.932251
	Iteration 25Q: 3 clusters Score -1630261 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -1630263.500000 Penalty: 942.932251
	Iteration 26Q: 3 clusters Score -1630264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -1630267.500000 Penalty: 942.932251
	Iteration 27Q: 3 clusters Score -1630268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -1630264.000000 Penalty: 942.932251
	Iteration 28Q: 3 clusters Score -1630264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -1630278.000000 Penalty: 942.932251
	Iteration 29Q: 3 clusters Score -1630278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -1630277.125000 Penalty: 942.932251
	Iteration 30Q: 3 clusters Score -1630277 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -1630285.500000 Penalty: 942.932251
	Iteration 31Q: 3 clusters Score -1630286 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -1630283.625000 Penalty: 942.932251
	Iteration 32Q: 3 clusters Score -1630284 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -1630285.875000 Penalty: 942.932251
	Iteration 33Q: 3 clusters Score -1630286 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -1630295.375000 Penalty: 942.932251
	Iteration 34Q: 3 clusters Score -1630295 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -1630294.625000 Penalty: 942.932251
	Iteration 35Q: 3 clusters Score -1630295 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -1630295.625000 Penalty: 942.932251
	Iteration 36Q: 3 clusters Score -1630296 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -1630298.375000 Penalty: 942.932251
	Iteration 37Q: 3 clusters Score -1630298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -1630297.250000 Penalty: 942.932251
	Iteration 38Q: 3 clusters Score -1630297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -1630296.500000 Penalty: 942.932251
	Iteration 39Q: 3 clusters Score -1630296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -1630302.875000 Penalty: 942.932251
	Iteration 40F: 3 clusters Score -1630303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -1630299.625000 Penalty: 942.932251
	Iteration 41Q: 3 clusters Score -1630300 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -1630302.875000 Penalty: 942.932251
	Iteration 42Q: 3 clusters Score -1630303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -1630305.000000 Penalty: 942.932251
	Iteration 43Q: 3 clusters Score -1630305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -1630308.625000 Penalty: 942.932251
	Iteration 44Q: 3 clusters Score -1630309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -1630310.125000 Penalty: 942.932251
	Iteration 45Q: 3 clusters Score -1630310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -1630305.750000 Penalty: 942.932251
	Iteration 46Q: 3 clusters Score -1630306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -1630307.750000 Penalty: 942.932251
	Iteration 47Q: 3 clusters Score -1630308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -1630299.375000 Penalty: 942.932251
	Iteration 48Q: 3 clusters Score -1630299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -1630306.875000 Penalty: 942.932251
	Iteration 49Q: 3 clusters Score -1630307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -1630313.500000 Penalty: 942.932251
	Iteration 50Q: 3 clusters Score -1630314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -1630310.375000 Penalty: 942.932251
	Iteration 51Q: 3 clusters Score -1630310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -1630316.250000 Penalty: 942.932251
	Iteration 52Q: 3 clusters Score -1630316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -1630315.250000 Penalty: 942.932251
	Iteration 53Q: 3 clusters Score -1630315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -1630314.875000 Penalty: 942.932251
	Iteration 54Q: 3 clusters Score -1630315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -1630316.250000 Penalty: 942.932251
	Iteration 55Q: 3 clusters Score -1630316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -1630318.250000 Penalty: 942.932251
	Iteration 56Q: 3 clusters Score -1630318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -1630323.250000 Penalty: 942.932251
	Iteration 57Q: 3 clusters Score -1630323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -1630320.375000 Penalty: 942.932251
	Iteration 58Q: 3 clusters Score -1630320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -1630323.250000 Penalty: 942.932251
	Iteration 59Q: 3 clusters Score -1630323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -1630322.875000 Penalty: 942.932251
	Iteration 60F: 3 clusters Score -1630323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -1630322.125000 Penalty: 942.932251
	Iteration 61Q: 3 clusters Score -1630322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -1630321.875000 Penalty: 942.932251
	Iteration 62Q: 3 clusters Score -1630322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -1630322.250000 Penalty: 942.932251
	Iteration 63Q: 3 clusters Score -1630322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -1630324.375000 Penalty: 942.932251
	Iteration 64Q: 3 clusters Score -1630324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -1630325.500000 Penalty: 942.932251
	Iteration 65Q: 3 clusters Score -1630326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -1630320.875000 Penalty: 942.932251
	Iteration 66Q: 3 clusters Score -1630321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -1630323.375000 Penalty: 942.932251
	Iteration 67Q: 3 clusters Score -1630323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -1630329.000000 Penalty: 942.932251
	Iteration 68Q: 3 clusters Score -1630329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -1630327.375000 Penalty: 942.932251
	Iteration 69Q: 3 clusters Score -1630327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -1630325.875000 Penalty: 942.932251
	Iteration 70Q: 3 clusters Score -1630326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -1630327.375000 Penalty: 942.932251
	Iteration 71Q: 3 clusters Score -1630327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -1630323.500000 Penalty: 942.932251
	Iteration 72Q: 3 clusters Score -1630324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -1630327.250000 Penalty: 942.932251
	Iteration 73Q: 3 clusters Score -1630327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -1630323.250000 Penalty: 942.932251
	Iteration 74Q: 3 clusters Score -1630323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -1630326.375000 Penalty: 942.932251
	Iteration 75Q: 3 clusters Score -1630326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -1630323.000000 Penalty: 942.932251
	Iteration 76Q: 3 clusters Score -1630323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -1630324.250000 Penalty: 942.932251
	Iteration 77Q: 3 clusters Score -1630324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -1630323.250000 Penalty: 942.932251
	Iteration 78Q: 3 clusters Score -1630323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -1630323.250000 Penalty: 942.932251
	Iteration 79Q: 3 clusters Score -1630323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -1630323.750000 Penalty: 942.932251
	Iteration 80F: 3 clusters Score -1630324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -1630328.000000 Penalty: 942.932251
	Iteration 81Q: 3 clusters Score -1630328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -1630326.750000 Penalty: 942.932251
	Iteration 82Q: 3 clusters Score -1630327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -1630328.000000 Penalty: 942.932251
	Iteration 83Q: 3 clusters Score -1630328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -1630325.625000 Penalty: 942.932251
	Iteration 84Q: 3 clusters Score -1630326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -1630325.625000 Penalty: 942.932251
	Iteration 85F: 3 clusters Score -1630326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -5779.149902 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -5779.15 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 69 members 
Entering Unmasked Estep 
Score: -5527.559082 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -5527.559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5573.125488 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -5573.125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5597.580078 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -5597.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5603.789062 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -5603.789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5609.048828 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -5609.049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5609.810547 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -5609.811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5612.545898 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -5612.546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5614.980957 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -5614.981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5614.980957 Penalty: 456.572449
	Iteration 8F: 3 clusters Score -5614.981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7097.948242 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7097.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6853.061035 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6853.061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6887.678223 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6887.678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6896.370117 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6896.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6905.076660 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6905.077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6911.628418 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6911.628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6915.650391 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6915.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6918.299316 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6918.299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6918.299316 Penalty: 448.380096
	Iteration 7F: 3 clusters Score -6918.299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -4250.182617 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -4250.183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4083.548096 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -4083.548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4153.973145 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -4153.973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4169.475098 Penalty: 418.155914
	Iteration 2Q: 3 clusters Score -4169.475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4178.769043 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -4178.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4178.769043 Penalty: 418.155914
	Iteration 4F: 3 clusters Score -4178.769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (55884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Entering Unmasked Estep 
Score: -2852949.000000 Penalty: 497.362000
	Iteration 0F: 2 clusters Score -2852949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -2815221.500000 Penalty: 994.723999
	Iteration 0F: 3 clusters Score -2815222 nChanged 27190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -2831405.250000 Penalty: 994.723999
	Iteration 1F: 3 clusters Score -2831405 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -2832277.500000 Penalty: 994.723999
	Iteration 2Q: 3 clusters Score -2832278 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -2833986.250000 Penalty: 994.723999
	Iteration 3F: 3 clusters Score -2833986 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -2836995.500000 Penalty: 994.723999
	Iteration 4F: 3 clusters Score -2836996 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -2841341.750000 Penalty: 994.723999
	Iteration 5F: 3 clusters Score -2841342 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -2845852.500000 Penalty: 994.723999
	Iteration 6F: 3 clusters Score -2845852 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -2849425.000000 Penalty: 994.723999
	Iteration 7F: 3 clusters Score -2849425 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -2851399.250000 Penalty: 994.723999
	Iteration 8Q: 3 clusters Score -2851399 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -2852154.250000 Penalty: 994.723999
	Iteration 9Q: 3 clusters Score -2852154 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -2852379.500000 Penalty: 994.723999
	Iteration 10Q: 3 clusters Score -2852380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -2852442.000000 Penalty: 994.723999
	Iteration 11Q: 3 clusters Score -2852442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -2852464.500000 Penalty: 994.723999
	Iteration 12Q: 3 clusters Score -2852464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -2852488.500000 Penalty: 994.723999
	Iteration 13Q: 3 clusters Score -2852488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -2852504.000000 Penalty: 994.723999
	Iteration 14Q: 3 clusters Score -2852504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -2852516.000000 Penalty: 994.723999
	Iteration 15Q: 3 clusters Score -2852516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -2852521.500000 Penalty: 994.723999
	Iteration 16Q: 3 clusters Score -2852522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -2852521.500000 Penalty: 994.723999
	Iteration 17F: 3 clusters Score -2852522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -12893.201172 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -12893.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12564.353516 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -12564.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12676.001953 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -12676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12759.186523 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -12759.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12879.623047 Penalty: 508.779846
	Iteration 3F: 3 clusters Score -12879.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13014.849609 Penalty: 508.779846
	Iteration 4F: 3 clusters Score -13014.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13087.599609 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -13087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13097.507812 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -13097.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13097.507812 Penalty: 508.779846
	Iteration 7F: 3 clusters Score -13097.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66612 members 
Mstep: Class 4 contains 19100 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 32538 members 
Mstep: Class 9 contains 177743 members 
Mstep: Class 10 contains 37100 members 
Mstep: Class 11 contains 40666 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215673 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 1399 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 18 contains 54976 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93527 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 15748 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18942 members 
Mstep: Class 35 contains 5407 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171594 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 114818 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 154403 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 148679 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 557 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 3577 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 695 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 31631 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 55884 members 
Mstep: Class 65 contains 144 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 40159 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 370 members 
Mstep: Class 75 contains 1266 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 220592 members 
Mstep: Class 78 contains 124 members 
Entering Unmasked Estep 
Score: -90804744.000000 Penalty: 51429.734375
Splitting cluster 65 changes total score from -90799440.000000 to -90804744.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 66 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -28686.337891 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -28686.34 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 300 members 
Entering Unmasked Estep 
Score: -28138.830078 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -28138.83 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28309.802734 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -28309.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28360.806641 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -28360.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28389.908203 Penalty: 579.192322
	Iteration 3F: 3 clusters Score -28389.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28408.748047 Penalty: 579.192322
	Iteration 4Q: 3 clusters Score -28408.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28425.482422 Penalty: 579.192322
	Iteration 5Q: 3 clusters Score -28425.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28440.785156 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -28440.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28447.156250 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -28447.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28453.990234 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -28453.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28465.210938 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -28465.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28473.806641 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -28473.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28492.892578 Penalty: 579.192322
	Iteration 11Q: 3 clusters Score -28492.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28509.054688 Penalty: 579.192322
	Iteration 12Q: 3 clusters Score -28509.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28524.330078 Penalty: 579.192322
	Iteration 13Q: 3 clusters Score -28524.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28537.880859 Penalty: 579.192322
	Iteration 14Q: 3 clusters Score -28537.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28550.753906 Penalty: 579.192322
	Iteration 15Q: 3 clusters Score -28550.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28560.091797 Penalty: 579.192322
	Iteration 16Q: 3 clusters Score -28560.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28567.802734 Penalty: 579.192322
	Iteration 17Q: 3 clusters Score -28567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28573.322266 Penalty: 579.192322
	Iteration 18Q: 3 clusters Score -28573.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28578.248047 Penalty: 579.192322
	Iteration 19Q: 3 clusters Score -28578.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28584.287109 Penalty: 579.192322
	Iteration 20F: 3 clusters Score -28584.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28587.794922 Penalty: 579.192322
	Iteration 21Q: 3 clusters Score -28587.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28588.191406 Penalty: 579.192322
	Iteration 22Q: 3 clusters Score -28588.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28589.515625 Penalty: 579.192322
	Iteration 23Q: 3 clusters Score -28589.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28590.591797 Penalty: 579.192322
	Iteration 24Q: 3 clusters Score -28590.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28590.591797 Penalty: 579.192322
	Iteration 25F: 3 clusters Score -28590.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -18864.916016 Penalty: 270.990601
	Iteration 0F: 2 clusters Score -18864.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18452.224609 Penalty: 541.981201
	Iteration 0F: 3 clusters Score -18452.22 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18569.066406 Penalty: 541.981201
	Iteration 1F: 3 clusters Score -18569.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18604.710938 Penalty: 541.981201
	Iteration 2F: 3 clusters Score -18604.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18627.654297 Penalty: 541.981201
	Iteration 3Q: 3 clusters Score -18627.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18641.974609 Penalty: 541.981201
	Iteration 4Q: 3 clusters Score -18641.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18656.847656 Penalty: 541.981201
	Iteration 5Q: 3 clusters Score -18656.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18669.953125 Penalty: 541.981201
	Iteration 6Q: 3 clusters Score -18669.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18682.361328 Penalty: 541.981201
	Iteration 7Q: 3 clusters Score -18682.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18684.353516 Penalty: 541.981201
	Iteration 8Q: 3 clusters Score -18684.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18686.589844 Penalty: 541.981201
	Iteration 9Q: 3 clusters Score -18686.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18687.888672 Penalty: 541.981201
	Iteration 10Q: 3 clusters Score -18687.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18690.761719 Penalty: 541.981201
	Iteration 11Q: 3 clusters Score -18690.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18692.197266 Penalty: 541.981201
	Iteration 12Q: 3 clusters Score -18692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18692.791016 Penalty: 541.981201
	Iteration 13F: 3 clusters Score -18692.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18696.064453 Penalty: 541.981201
	Iteration 14Q: 3 clusters Score -18696.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18697.349609 Penalty: 541.981201
	Iteration 15Q: 3 clusters Score -18697.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18697.349609 Penalty: 541.981201
	Iteration 16F: 3 clusters Score -18697.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -40323.175781 Penalty: 304.035919
	Iteration 0F: 2 clusters Score -40323.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39685.582031 Penalty: 608.071838
	Iteration 0F: 3 clusters Score -39685.58 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -39939.660156 Penalty: 608.071838
	Iteration 1F: 3 clusters Score -39939.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -40000.382812 Penalty: 608.071838
	Iteration 2F: 3 clusters Score -40000.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40029.914062 Penalty: 608.071838
	Iteration 3Q: 3 clusters Score -40029.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40051.218750 Penalty: 608.071838
	Iteration 4Q: 3 clusters Score -40051.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40070.140625 Penalty: 608.071838
	Iteration 5Q: 3 clusters Score -40070.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -40085.882812 Penalty: 608.071838
	Iteration 6Q: 3 clusters Score -40085.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -40098.636719 Penalty: 608.071838
	Iteration 7Q: 3 clusters Score -40098.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -40108.957031 Penalty: 608.071838
	Iteration 8Q: 3 clusters Score -40108.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -40122.097656 Penalty: 608.071838
	Iteration 9Q: 3 clusters Score -40122.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -40130.597656 Penalty: 608.071838
	Iteration 10Q: 3 clusters Score -40130.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -40137.906250 Penalty: 608.071838
	Iteration 11Q: 3 clusters Score -40137.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -40141.574219 Penalty: 608.071838
	Iteration 12Q: 3 clusters Score -40141.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -40147.890625 Penalty: 608.071838
	Iteration 13Q: 3 clusters Score -40147.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -40159.855469 Penalty: 608.071838
	Iteration 14Q: 3 clusters Score -40159.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -40167.476562 Penalty: 608.071838
	Iteration 15Q: 3 clusters Score -40167.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -40170.609375 Penalty: 608.071838
	Iteration 16Q: 3 clusters Score -40170.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -40181.187500 Penalty: 608.071838
	Iteration 17Q: 3 clusters Score -40181.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -40199.437500 Penalty: 608.071838
	Iteration 18Q: 3 clusters Score -40199.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -40214.277344 Penalty: 608.071838
	Iteration 19Q: 3 clusters Score -40214.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -40218.996094 Penalty: 608.071838
	Iteration 20F: 3 clusters Score -40219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -40220.558594 Penalty: 608.071838
	Iteration 21Q: 3 clusters Score -40220.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -40221.039062 Penalty: 608.071838
	Iteration 22Q: 3 clusters Score -40221.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -40221.039062 Penalty: 608.071838
	Iteration 23F: 3 clusters Score -40221.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -23188.035156 Penalty: 282.490845
	Iteration 0F: 2 clusters Score -23188.04 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 248 members 
Entering Unmasked Estep 
Score: -22726.263672 Penalty: 564.981689
	Iteration 0F: 3 clusters Score -22726.26 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22967.638672 Penalty: 564.981689
	Iteration 1F: 3 clusters Score -22967.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23031.457031 Penalty: 564.981689
	Iteration 2F: 3 clusters Score -23031.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23061.066406 Penalty: 564.981689
	Iteration 3F: 3 clusters Score -23061.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23082.378906 Penalty: 564.981689
	Iteration 4Q: 3 clusters Score -23082.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23105.828125 Penalty: 564.981689
	Iteration 5Q: 3 clusters Score -23105.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23117.525391 Penalty: 564.981689
	Iteration 6Q: 3 clusters Score -23117.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23125.921875 Penalty: 564.981689
	Iteration 7Q: 3 clusters Score -23125.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23137.601562 Penalty: 564.981689
	Iteration 8Q: 3 clusters Score -23137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23142.265625 Penalty: 564.981689
	Iteration 9Q: 3 clusters Score -23142.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23152.029297 Penalty: 564.981689
	Iteration 10Q: 3 clusters Score -23152.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23162.683594 Penalty: 564.981689
	Iteration 11Q: 3 clusters Score -23162.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23167.882812 Penalty: 564.981689
	Iteration 12Q: 3 clusters Score -23167.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23172.128906 Penalty: 564.981689
	Iteration 13Q: 3 clusters Score -23172.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23179.246094 Penalty: 564.981689
	Iteration 14Q: 3 clusters Score -23179.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23182.929688 Penalty: 564.981689
	Iteration 15Q: 3 clusters Score -23182.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23184.712891 Penalty: 564.981689
	Iteration 16Q: 3 clusters Score -23184.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23185.406250 Penalty: 564.981689
	Iteration 17Q: 3 clusters Score -23185.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23185.406250 Penalty: 564.981689
	Iteration 18F: 3 clusters Score -23185.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (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: -12719.709961 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -12719.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12402.082031 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -12402.08 nChanged 79
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: -12488.284180 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -12488.28 nChanged 20
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: -12511.821289 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -12511.82 nChanged 14
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: -12522.844727 Penalty: 502.452942
	Iteration 3F: 3 clusters Score -12522.84 nChanged 6
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: -12529.399414 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -12529.4 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: -12531.932617 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -12531.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12532.786133 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -12532.79 nChanged 2
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: -12533.857422 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -12533.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12536.797852 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -12536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12538.129883 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -12538.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12543.366211 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -12543.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12552.135742 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -12552.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12557.086914 Penalty: 502.452942
	Iteration 12Q: 3 clusters Score -12557.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12559.734375 Penalty: 502.452942
	Iteration 13Q: 3 clusters Score -12559.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12560.085938 Penalty: 502.452942
	Iteration 14Q: 3 clusters Score -12560.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12561.818359 Penalty: 502.452942
	Iteration 15Q: 3 clusters Score -12561.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12562.514648 Penalty: 502.452942
	Iteration 16Q: 3 clusters Score -12562.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12563.292969 Penalty: 502.452942
	Iteration 17Q: 3 clusters Score -12563.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12564.653320 Penalty: 502.452942
	Iteration 18Q: 3 clusters Score -12564.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12565.193359 Penalty: 502.452942
	Iteration 19Q: 3 clusters Score -12565.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12565.898438 Penalty: 502.452942
	Iteration 20F: 3 clusters Score -12565.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -36602.179688 Penalty: 299.102448
	Iteration 0F: 2 clusters Score -36602.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35979.421875 Penalty: 598.204895
	Iteration 0F: 3 clusters Score -35979.42 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -36219.710938 Penalty: 598.204895
	Iteration 1F: 3 clusters Score -36219.71 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36307.660156 Penalty: 598.204895
	Iteration 2F: 3 clusters Score -36307.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36362.648438 Penalty: 598.204895
	Iteration 3F: 3 clusters Score -36362.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36396.636719 Penalty: 598.204895
	Iteration 4F: 3 clusters Score -36396.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36412.679688 Penalty: 598.204895
	Iteration 5Q: 3 clusters Score -36412.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36425.582031 Penalty: 598.204895
	Iteration 6Q: 3 clusters Score -36425.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36436.917969 Penalty: 598.204895
	Iteration 7Q: 3 clusters Score -36436.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36449.218750 Penalty: 598.204895
	Iteration 8Q: 3 clusters Score -36449.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36463.898438 Penalty: 598.204895
	Iteration 9Q: 3 clusters Score -36463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36471.175781 Penalty: 598.204895
	Iteration 10Q: 3 clusters Score -36471.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36486.769531 Penalty: 598.204895
	Iteration 11Q: 3 clusters Score -36486.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36493.363281 Penalty: 598.204895
	Iteration 12Q: 3 clusters Score -36493.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36496.187500 Penalty: 598.204895
	Iteration 13Q: 3 clusters Score -36496.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36496.457031 Penalty: 598.204895
	Iteration 14Q: 3 clusters Score -36496.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36497.230469 Penalty: 598.204895
	Iteration 15Q: 3 clusters Score -36497.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36498.941406 Penalty: 598.204895
	Iteration 16Q: 3 clusters Score -36498.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36500.335938 Penalty: 598.204895
	Iteration 17Q: 3 clusters Score -36500.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36501.339844 Penalty: 598.204895
	Iteration 18Q: 3 clusters Score -36501.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36503.105469 Penalty: 598.204895
	Iteration 19Q: 3 clusters Score -36503.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36503.273438 Penalty: 598.204895
	Iteration 20F: 3 clusters Score -36503.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36503.894531 Penalty: 598.204895
	Iteration 21Q: 3 clusters Score -36503.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36504.625000 Penalty: 598.204895
	Iteration 22Q: 3 clusters Score -36504.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36505.304688 Penalty: 598.204895
	Iteration 23Q: 3 clusters Score -36505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36505.304688 Penalty: 598.204895
	Iteration 24F: 3 clusters Score -36505.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -5700.685547 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -5700.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5474.243164 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -5474.243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5494.480469 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -5494.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5501.783203 Penalty: 433.357849
	Iteration 2Q: 3 clusters Score -5501.783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5506.840332 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -5506.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5514.177734 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -5514.178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5515.995117 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -5515.995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5517.332031 Penalty: 433.357849
	Iteration 6Q: 3 clusters Score -5517.332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5523.142578 Penalty: 433.357849
	Iteration 7Q: 3 clusters Score -5523.143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5532.959473 Penalty: 433.357849
	Iteration 8Q: 3 clusters Score -5532.959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5535.258301 Penalty: 433.357849
	Iteration 9Q: 3 clusters Score -5535.258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5535.258301 Penalty: 433.357849
	Iteration 10F: 3 clusters Score -5535.258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -16864.355469 Penalty: 269.064392
	Iteration 0F: 2 clusters Score -16864.36 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 205 members 
Entering Unmasked Estep 
Score: -16478.789062 Penalty: 538.128784
	Iteration 0F: 3 clusters Score -16478.79 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16664.259766 Penalty: 538.128784
	Iteration 1F: 3 clusters Score -16664.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16720.080078 Penalty: 538.128784
	Iteration 2F: 3 clusters Score -16720.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16763.412109 Penalty: 538.128784
	Iteration 3F: 3 clusters Score -16763.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16785.312500 Penalty: 538.128784
	Iteration 4Q: 3 clusters Score -16785.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16790.125000 Penalty: 538.128784
	Iteration 5Q: 3 clusters Score -16790.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16790.822266 Penalty: 538.128784
	Iteration 6Q: 3 clusters Score -16790.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16798.890625 Penalty: 538.128784
	Iteration 7Q: 3 clusters Score -16798.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16814.927734 Penalty: 538.128784
	Iteration 8Q: 3 clusters Score -16814.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16822.136719 Penalty: 538.128784
	Iteration 9Q: 3 clusters Score -16822.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16837.662109 Penalty: 538.128784
	Iteration 10Q: 3 clusters Score -16837.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16874.548828 Penalty: 538.128784
	Iteration 11Q: 3 clusters Score -16874.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16876.287109 Penalty: 538.128784
	Iteration 12Q: 3 clusters Score -16876.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16877.083984 Penalty: 538.128784
	Iteration 13Q: 3 clusters Score -16877.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16877.083984 Penalty: 538.128784
	Iteration 14F: 3 clusters Score -16877.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66612 members 
Mstep: Class 4 contains 19100 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 32538 members 
Mstep: Class 9 contains 177743 members 
Mstep: Class 10 contains 37100 members 
Mstep: Class 11 contains 40666 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215673 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 1399 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 18 contains 54976 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93527 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 15748 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18942 members 
Mstep: Class 35 contains 5407 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171594 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 114818 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 154403 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 148679 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 557 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 3577 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 695 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 31631 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 55884 members 
Mstep: Class 65 contains 144 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 40159 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 162 members 
Mstep: Class 75 contains 1266 members 
Mstep: Class 76 contains 351 members 
Mstep: Class 77 contains 220592 members 
Mstep: Class 78 contains 124 members 
Mstep: Class 79 contains 208 members 
Entering Unmasked Estep 
Score: -90804320.000000 Penalty: 52089.089844
Splitting cluster 74 changes total score from -90799440.000000 to -90804320.000000
So it's getting split into cluster 79.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66612 members 
Mstep: Class 4 contains 19100 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 32538 members 
Mstep: Class 9 contains 177743 members 
Mstep: Class 10 contains 37100 members 
Mstep: Class 11 contains 40666 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215673 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 1399 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 18 contains 54976 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93527 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 15748 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1277 members 
Mstep: Class 26 contains 357 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18942 members 
Mstep: Class 35 contains 5407 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171594 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 114818 members 
Mstep: Class 40 contains 753 members 
Mstep: Class 41 contains 154403 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 148679 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 316 members 
Mstep: Class 48 contains 557 members 
Mstep: Class 49 contains 1155 members 
Mstep: Class 50 contains 3577 members 
Mstep: Class 51 contains 2126 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 695 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 347 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6761 members 
Mstep: Class 60 contains 31631 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 55884 members 
Mstep: Class 65 contains 144 members 
Mstep: Class 66 contains 581 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 497 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90806264.000000 Penalty: 52089.089844
Iteration 319Q: 80 clusters Score -9.080626e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 174382 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 66540 members 
Mstep: Class 4 contains 18984 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 7 contains 1581 members 
Mstep: Class 8 contains 32514 members 
Mstep: Class 9 contains 178653 members 
Mstep: Class 10 contains 37007 members 
Mstep: Class 11 contains 40751 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215748 members 
Mstep: Class 15 contains 151 members 
Mstep: Class 16 contains 1393 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 18 contains 54941 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 93991 members 
Mstep: Class 21 contains 4092 members 
Mstep: Class 22 contains 5807 members 
Mstep: Class 23 contains 15702 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3971 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 6060 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1214 members 
Mstep: Class 34 contains 18986 members 
Mstep: Class 35 contains 5412 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171366 members 
Mstep: Class 38 contains 244 members 
Mstep: Class 39 contains 115008 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 154780 members 
Mstep: Class 42 contains 98 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 149832 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 319 members 
Mstep: Class 48 contains 561 members 
Mstep: Class 49 contains 1156 members 
Mstep: Class 50 contains 3481 members 
Mstep: Class 51 contains 2127 members 
Mstep: Class 52 contains 1057 members 
Mstep: Class 53 contains 320 members 
Mstep: Class 54 contains 1023 members 
Mstep: Class 55 contains 847 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 343 members 
Mstep: Class 58 contains 79 members 
Mstep: Class 59 contains 6758 members 
Mstep: Class 60 contains 31354 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 99 members 
Mstep: Class 64 contains 55709 members 
Mstep: Class 65 contains 152 members 
Mstep: Class 66 contains 584 members 
Mstep: Class 67 contains 387 members 
Mstep: Class 68 contains 40782 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 500 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 717 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1257 members 
Mstep: Class 76 contains 349 members 
Mstep: Class 77 contains 217612 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90808792.000000 Penalty: 52089.089844
Iteration 320F: 80 clusters Score -9.080879e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 174354 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 66492 members 
Mstep: Class 4 contains 18878 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4818 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 8 contains 32390 members 
Mstep: Class 9 contains 179011 members 
Mstep: Class 10 contains 36954 members 
Mstep: Class 11 contains 40827 members 
Mstep: Class 12 contains 1876 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215711 members 
Mstep: Class 15 contains 154 members 
Mstep: Class 16 contains 1393 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 18 contains 54914 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 94145 members 
Mstep: Class 21 contains 4057 members 
Mstep: Class 22 contains 5828 members 
Mstep: Class 23 contains 15652 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 354 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3971 members 
Mstep: Class 29 contains 2516 members 
Mstep: Class 30 contains 6029 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1216 members 
Mstep: Class 34 contains 18985 members 
Mstep: Class 35 contains 5423 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171258 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 114929 members 
Mstep: Class 40 contains 752 members 
Mstep: Class 41 contains 155163 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 149985 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 1159 members 
Mstep: Class 50 contains 3375 members 
Mstep: Class 51 contains 2122 members 
Mstep: Class 52 contains 1055 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1024 members 
Mstep: Class 55 contains 958 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6759 members 
Mstep: Class 60 contains 30975 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 98 members 
Mstep: Class 64 contains 55505 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 585 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 41740 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 501 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 718 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 175 members 
Mstep: Class 75 contains 1297 members 
Mstep: Class 76 contains 380 members 
Mstep: Class 77 contains 216787 members 
Mstep: Class 78 contains 120 members 
Mstep: Class 79 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90809040.000000 Penalty: 52089.089844
Iteration 321Q: 80 clusters Score -9.080904e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174264 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 66534 members 
Mstep: Class 4 contains 18760 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4802 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 32292 members 
Mstep: Class 9 contains 180024 members 
Mstep: Class 10 contains 36931 members 
Mstep: Class 11 contains 40921 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215714 members 
Mstep: Class 15 contains 159 members 
Mstep: Class 16 contains 1392 members 
Mstep: Class 17 contains 987 members 
Mstep: Class 18 contains 54881 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 94225 members 
Mstep: Class 21 contains 4028 members 
Mstep: Class 22 contains 5850 members 
Mstep: Class 23 contains 15602 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 351 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3971 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 6010 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18987 members 
Mstep: Class 35 contains 5435 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171070 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 114797 members 
Mstep: Class 40 contains 752 members 
Mstep: Class 41 contains 155472 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 149775 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 301 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 1163 members 
Mstep: Class 50 contains 3306 members 
Mstep: Class 51 contains 2123 members 
Mstep: Class 52 contains 1053 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1026 members 
Mstep: Class 55 contains 1056 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6756 members 
Mstep: Class 60 contains 30640 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 97 members 
Mstep: Class 64 contains 55306 members 
Mstep: Class 65 contains 152 members 
Mstep: Class 66 contains 585 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 42558 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 718 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 176 members 
Mstep: Class 75 contains 1314 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 215882 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90809576.000000 Penalty: 52089.089844
Iteration 322Q: 80 clusters Score -9.080958e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174269 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 66592 members 
Mstep: Class 4 contains 18680 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 4788 members 
Mstep: Class 7 contains 1587 members 
Mstep: Class 8 contains 32204 members 
Mstep: Class 9 contains 181846 members 
Mstep: Class 10 contains 36921 members 
Mstep: Class 11 contains 41023 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215717 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 1391 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54848 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 94222 members 
Mstep: Class 21 contains 3988 members 
Mstep: Class 22 contains 5859 members 
Mstep: Class 23 contains 15561 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1103 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3971 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 5999 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18995 members 
Mstep: Class 35 contains 5442 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 170991 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 114677 members 
Mstep: Class 40 contains 751 members 
Mstep: Class 41 contains 155757 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 149255 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 294 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 1166 members 
Mstep: Class 50 contains 3181 members 
Mstep: Class 51 contains 2115 members 
Mstep: Class 52 contains 1052 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1026 members 
Mstep: Class 55 contains 1151 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6751 members 
Mstep: Class 60 contains 30237 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 97 members 
Mstep: Class 64 contains 55088 members 
Mstep: Class 65 contains 151 members 
Mstep: Class 66 contains 585 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 43309 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 512 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 721 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 175 members 
Mstep: Class 75 contains 1325 members 
Mstep: Class 76 contains 390 members 
Mstep: Class 77 contains 214513 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90810312.000000 Penalty: 52089.089844
Iteration 323Q: 80 clusters Score -9.081031e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174325 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 66617 members 
Mstep: Class 4 contains 18620 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 4772 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 32143 members 
Mstep: Class 9 contains 184601 members 
Mstep: Class 10 contains 36909 members 
Mstep: Class 11 contains 41115 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215722 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 16 contains 1390 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 54836 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 94198 members 
Mstep: Class 21 contains 3955 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 15508 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1072 members 
Mstep: Class 26 contains 349 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3971 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 5985 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18992 members 
Mstep: Class 35 contains 5453 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 170770 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 114538 members 
Mstep: Class 40 contains 750 members 
Mstep: Class 41 contains 156049 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 148294 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 293 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 1169 members 
Mstep: Class 50 contains 3035 members 
Mstep: Class 51 contains 2113 members 
Mstep: Class 52 contains 1052 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1029 members 
Mstep: Class 55 contains 1217 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6749 members 
Mstep: Class 60 contains 29813 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 98 members 
Mstep: Class 64 contains 54894 members 
Mstep: Class 65 contains 149 members 
Mstep: Class 66 contains 585 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 44353 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 512 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 721 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 175 members 
Mstep: Class 75 contains 1329 members 
Mstep: Class 76 contains 393 members 
Mstep: Class 77 contains 212515 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90811328.000000 Penalty: 52089.089844
Iteration 324Q: 80 clusters Score -9.081133e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174341 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 66714 members 
Mstep: Class 4 contains 18582 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4764 members 
Mstep: Class 7 contains 1604 members 
Mstep: Class 8 contains 32110 members 
Mstep: Class 9 contains 188576 members 
Mstep: Class 10 contains 36904 members 
Mstep: Class 11 contains 41205 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215734 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 54807 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 94153 members 
Mstep: Class 21 contains 3916 members 
Mstep: Class 22 contains 5855 members 
Mstep: Class 23 contains 15467 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1035 members 
Mstep: Class 26 contains 351 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3971 members 
Mstep: Class 29 contains 2473 members 
Mstep: Class 30 contains 5959 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1213 members 
Mstep: Class 34 contains 18982 members 
Mstep: Class 35 contains 5459 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 170399 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 114408 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 156313 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 1201 members 
Mstep: Class 44 contains 146821 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 292 members 
Mstep: Class 48 contains 563 members 
Mstep: Class 49 contains 1170 members 
Mstep: Class 50 contains 2913 members 
Mstep: Class 51 contains 2111 members 
Mstep: Class 52 contains 1051 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1030 members 
Mstep: Class 55 contains 1263 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6744 members 
Mstep: Class 60 contains 29426 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 98 members 
Mstep: Class 64 contains 54655 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 589 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 45693 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 513 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 721 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 175 members 
Mstep: Class 75 contains 1333 members 
Mstep: Class 76 contains 394 members 
Mstep: Class 77 contains 209643 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90812008.000000 Penalty: 52089.089844
Iteration 325Q: 80 clusters Score -9.081201e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174298 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 66803 members 
Mstep: Class 4 contains 18546 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 32087 members 
Mstep: Class 9 contains 194169 members 
Mstep: Class 10 contains 36904 members 
Mstep: Class 11 contains 41291 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215758 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 16 contains 1401 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 54787 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 94122 members 
Mstep: Class 21 contains 3875 members 
Mstep: Class 22 contains 5851 members 
Mstep: Class 23 contains 15444 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 3971 members 
Mstep: Class 29 contains 2472 members 
Mstep: Class 30 contains 5935 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1212 members 
Mstep: Class 34 contains 18973 members 
Mstep: Class 35 contains 5458 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 170029 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 114288 members 
Mstep: Class 40 contains 747 members 
Mstep: Class 41 contains 156642 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 144492 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 289 members 
Mstep: Class 48 contains 563 members 
Mstep: Class 49 contains 1172 members 
Mstep: Class 50 contains 2836 members 
Mstep: Class 51 contains 2111 members 
Mstep: Class 52 contains 1049 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1033 members 
Mstep: Class 55 contains 1302 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6746 members 
Mstep: Class 60 contains 29085 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 97 members 
Mstep: Class 64 contains 54339 members 
Mstep: Class 65 contains 148 members 
Mstep: Class 66 contains 587 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 47364 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 721 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 175 members 
Mstep: Class 75 contains 1335 members 
Mstep: Class 76 contains 396 members 
Mstep: Class 77 contains 205624 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90811808.000000 Penalty: 52089.089844
Iteration 326Q: 80 clusters Score -9.081181e+07 nChanged 17891
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174281 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 66910 members 
Mstep: Class 4 contains 18530 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4742 members 
Mstep: Class 7 contains 1618 members 
Mstep: Class 8 contains 32125 members 
Mstep: Class 9 contains 201484 members 
Mstep: Class 10 contains 36909 members 
Mstep: Class 11 contains 41384 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215779 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 54778 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 94062 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 5850 members 
Mstep: Class 23 contains 15413 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 929 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3971 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 5905 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 18967 members 
Mstep: Class 35 contains 5454 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 169533 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 114162 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 156959 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 140813 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 287 members 
Mstep: Class 48 contains 564 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 2811 members 
Mstep: Class 51 contains 2109 members 
Mstep: Class 52 contains 1047 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1332 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6748 members 
Mstep: Class 60 contains 28619 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 95 members 
Mstep: Class 64 contains 53961 members 
Mstep: Class 65 contains 150 members 
Mstep: Class 66 contains 585 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 49605 members 
Mstep: Class 69 contains 798 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 721 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 175 members 
Mstep: Class 75 contains 1336 members 
Mstep: Class 76 contains 397 members 
Mstep: Class 77 contains 200853 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90811584.000000 Penalty: 52089.089844
Iteration 327Q: 80 clusters Score -9.081158e+07 nChanged 21976
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174206 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 67012 members 
Mstep: Class 4 contains 18522 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4737 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 32173 members 
Mstep: Class 9 contains 211177 members 
Mstep: Class 10 contains 36910 members 
Mstep: Class 11 contains 41454 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215798 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54765 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 94001 members 
Mstep: Class 21 contains 3776 members 
Mstep: Class 22 contains 5846 members 
Mstep: Class 23 contains 15383 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 896 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 5874 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 18962 members 
Mstep: Class 35 contains 5452 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 169077 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 114019 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 157256 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 135671 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 285 members 
Mstep: Class 48 contains 566 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 2729 members 
Mstep: Class 51 contains 2111 members 
Mstep: Class 52 contains 1047 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1359 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6749 members 
Mstep: Class 60 contains 28294 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 94 members 
Mstep: Class 64 contains 53528 members 
Mstep: Class 65 contains 153 members 
Mstep: Class 66 contains 583 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 51969 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 721 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 175 members 
Mstep: Class 75 contains 1336 members 
Mstep: Class 76 contains 396 members 
Mstep: Class 77 contains 195052 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90812512.000000 Penalty: 52089.089844
Iteration 328Q: 80 clusters Score -9.081251e+07 nChanged 18074
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174148 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 67136 members 
Mstep: Class 4 contains 18512 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 32209 members 
Mstep: Class 9 contains 218218 members 
Mstep: Class 10 contains 36905 members 
Mstep: Class 11 contains 41525 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215796 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54758 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 93871 members 
Mstep: Class 21 contains 3731 members 
Mstep: Class 22 contains 5822 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3971 members 
Mstep: Class 29 contains 2471 members 
Mstep: Class 30 contains 5864 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 18965 members 
Mstep: Class 35 contains 5453 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 168572 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 113833 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 157570 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 131092 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 283 members 
Mstep: Class 48 contains 566 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 2632 members 
Mstep: Class 51 contains 2110 members 
Mstep: Class 52 contains 1047 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1391 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6751 members 
Mstep: Class 60 contains 27935 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 53068 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 54018 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 720 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 175 members 
Mstep: Class 75 contains 1336 members 
Mstep: Class 76 contains 402 members 
Mstep: Class 77 contains 191859 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90811280.000000 Penalty: 52089.089844
Iteration 329Q: 80 clusters Score -9.081128e+07 nChanged 15636
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174135 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 67257 members 
Mstep: Class 4 contains 18511 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4711 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 32246 members 
Mstep: Class 9 contains 223413 members 
Mstep: Class 10 contains 36903 members 
Mstep: Class 11 contains 41593 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215800 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54750 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 93727 members 
Mstep: Class 21 contains 3688 members 
Mstep: Class 22 contains 5800 members 
Mstep: Class 23 contains 15321 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 818 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3969 members 
Mstep: Class 29 contains 2473 members 
Mstep: Class 30 contains 5852 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 18965 members 
Mstep: Class 35 contains 5448 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 167999 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 113663 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 157916 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 126880 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 566 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 2466 members 
Mstep: Class 51 contains 2108 members 
Mstep: Class 52 contains 1046 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1424 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 27569 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 52519 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 55830 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 513 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 719 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1337 members 
Mstep: Class 76 contains 405 members 
Mstep: Class 77 contains 190566 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90808992.000000 Penalty: 52089.089844
Iteration 330Q: 80 clusters Score -9.080899e+07 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174064 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 67346 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4690 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 32291 members 
Mstep: Class 9 contains 227459 members 
Mstep: Class 10 contains 36908 members 
Mstep: Class 11 contains 41652 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215791 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54756 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 93608 members 
Mstep: Class 21 contains 3644 members 
Mstep: Class 22 contains 5782 members 
Mstep: Class 23 contains 15269 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3966 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 5848 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18961 members 
Mstep: Class 35 contains 5448 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 167634 members 
Mstep: Class 38 contains 242 members 
Mstep: Class 39 contains 113531 members 
Mstep: Class 40 contains 748 members 
Mstep: Class 41 contains 158247 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 122790 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 568 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 2417 members 
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Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1468 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 27175 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 51913 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 57018 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 513 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 718 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1337 members 
Mstep: Class 76 contains 405 members 
Mstep: Class 77 contains 190668 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90806352.000000 Penalty: 52089.089844
Iteration 331Q: 80 clusters Score -9.080635e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174116 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 67379 members 
Mstep: Class 4 contains 18624 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4660 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 32372 members 
Mstep: Class 9 contains 230651 members 
Mstep: Class 10 contains 36913 members 
Mstep: Class 11 contains 41714 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215789 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1453 members 
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Mstep: Class 18 contains 54760 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 93529 members 
Mstep: Class 21 contains 3590 members 
Mstep: Class 22 contains 5757 members 
Mstep: Class 23 contains 15212 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3966 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 5839 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18959 members 
Mstep: Class 35 contains 5445 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 167098 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 113447 members 
Mstep: Class 40 contains 748 members 
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Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 118620 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 571 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 2305 members 
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Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1505 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 26847 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 51235 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 58292 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 716 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1338 members 
Mstep: Class 76 contains 405 members 
Mstep: Class 77 contains 191691 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803840.000000 Penalty: 52089.089844
Iteration 332Q: 80 clusters Score -9.080384e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174144 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 67440 members 
Mstep: Class 4 contains 18675 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 32473 members 
Mstep: Class 9 contains 233174 members 
Mstep: Class 10 contains 36914 members 
Mstep: Class 11 contains 41785 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215791 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54765 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 93472 members 
Mstep: Class 21 contains 3536 members 
Mstep: Class 22 contains 5741 members 
Mstep: Class 23 contains 15164 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 734 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3966 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 5835 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18961 members 
Mstep: Class 35 contains 5442 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 166665 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 113384 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 158884 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 114385 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 569 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 2140 members 
Mstep: Class 51 contains 2105 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1549 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 26557 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 50465 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 59311 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1338 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 193609 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801304.000000 Penalty: 52089.089844
Iteration 333Q: 80 clusters Score -9.08013e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174251 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 67494 members 
Mstep: Class 4 contains 18776 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4622 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 32593 members 
Mstep: Class 9 contains 235313 members 
Mstep: Class 10 contains 36918 members 
Mstep: Class 11 contains 41849 members 
Mstep: Class 12 contains 2461 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215777 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54766 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 93459 members 
Mstep: Class 21 contains 3482 members 
Mstep: Class 22 contains 5722 members 
Mstep: Class 23 contains 15121 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 712 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3965 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 5831 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18959 members 
Mstep: Class 35 contains 5432 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 166358 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 113332 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 159223 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 110128 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 568 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 1995 members 
Mstep: Class 51 contains 2106 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1594 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 26105 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 49572 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 60112 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1339 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 196116 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799152.000000 Penalty: 52089.089844
Iteration 334Q: 80 clusters Score -9.079915e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174240 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 67621 members 
Mstep: Class 4 contains 18926 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4609 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 32728 members 
Mstep: Class 9 contains 237056 members 
Mstep: Class 10 contains 36914 members 
Mstep: Class 11 contains 41903 members 
Mstep: Class 12 contains 2466 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215751 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54766 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 93447 members 
Mstep: Class 21 contains 3429 members 
Mstep: Class 22 contains 5710 members 
Mstep: Class 23 contains 15073 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3965 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 5823 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18961 members 
Mstep: Class 35 contains 5419 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 165999 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 113282 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 159552 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 105936 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 567 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 1854 members 
Mstep: Class 51 contains 2113 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1631 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 25789 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 48645 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 60904 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1341 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 198942 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797104.000000 Penalty: 52089.089844
Iteration 335Q: 80 clusters Score -9.07971e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174249 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 67784 members 
Mstep: Class 4 contains 19120 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 32862 members 
Mstep: Class 9 contains 238509 members 
Mstep: Class 10 contains 36913 members 
Mstep: Class 11 contains 41955 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215717 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54770 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 93474 members 
Mstep: Class 21 contains 3387 members 
Mstep: Class 22 contains 5711 members 
Mstep: Class 23 contains 15032 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 651 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3964 members 
Mstep: Class 29 contains 2508 members 
Mstep: Class 30 contains 5816 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18962 members 
Mstep: Class 35 contains 5409 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 165507 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 113205 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 159905 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 101751 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 566 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 1733 members 
Mstep: Class 51 contains 2112 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1034 members 
Mstep: Class 55 contains 1668 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 25310 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 47778 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 61874 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1341 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 201942 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 653.290039 but Gain 659.355469
Score: -90795920.000000 Penalty: 51429.734375
Iteration 336Q: 79 clusters Score -9.079592e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174369 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 68467 members 
Mstep: Class 4 contains 19309 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 32995 members 
Mstep: Class 9 contains 239553 members 
Mstep: Class 10 contains 36920 members 
Mstep: Class 11 contains 42003 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215704 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54776 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 93470 members 
Mstep: Class 21 contains 3342 members 
Mstep: Class 22 contains 5705 members 
Mstep: Class 23 contains 14998 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2511 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18963 members 
Mstep: Class 35 contains 5398 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 165000 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 113124 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 160356 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 97814 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 565 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 1568 members 
Mstep: Class 51 contains 2116 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1034 members 
Mstep: Class 55 contains 1709 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 24809 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 46814 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 62811 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 205230 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796392.000000 Penalty: 51429.734375
Iteration 337Q: 79 clusters Score -9.079639e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174220 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 69057 members 
Mstep: Class 4 contains 19516 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4556 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 33114 members 
Mstep: Class 9 contains 239322 members 
Mstep: Class 10 contains 36925 members 
Mstep: Class 11 contains 42032 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215685 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54782 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 93450 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 22 contains 5689 members 
Mstep: Class 23 contains 14959 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2508 members 
Mstep: Class 30 contains 5811 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18958 members 
Mstep: Class 35 contains 5394 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 164397 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 113064 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 160433 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 94966 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 565 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 1459 members 
Mstep: Class 51 contains 2116 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1034 members 
Mstep: Class 55 contains 1744 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 24352 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 45779 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 63905 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1338 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 208719 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797824.000000 Penalty: 51429.734375
Iteration 338Q: 79 clusters Score -9.079782e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174052 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 69685 members 
Mstep: Class 4 contains 19697 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4546 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 33259 members 
Mstep: Class 9 contains 237798 members 
Mstep: Class 10 contains 36930 members 
Mstep: Class 11 contains 42075 members 
Mstep: Class 12 contains 2500 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215652 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54786 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 93404 members 
Mstep: Class 21 contains 3256 members 
Mstep: Class 22 contains 5682 members 
Mstep: Class 23 contains 14918 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2506 members 
Mstep: Class 30 contains 5820 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18963 members 
Mstep: Class 35 contains 5392 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 163827 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112993 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 160438 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 93068 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 561 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 1317 members 
Mstep: Class 51 contains 2113 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1034 members 
Mstep: Class 55 contains 1790 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 23899 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 44685 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 65245 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1338 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 212406 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799216.000000 Penalty: 51429.734375
Iteration 339Q: 79 clusters Score -9.079922e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173934 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 70355 members 
Mstep: Class 4 contains 19861 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4530 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 33379 members 
Mstep: Class 9 contains 235446 members 
Mstep: Class 10 contains 36929 members 
Mstep: Class 11 contains 42099 members 
Mstep: Class 12 contains 2516 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215628 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54785 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 93357 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 5667 members 
Mstep: Class 23 contains 14884 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2510 members 
Mstep: Class 30 contains 5838 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18960 members 
Mstep: Class 35 contains 5385 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 163139 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112924 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 160399 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 92070 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 557 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 1212 members 
Mstep: Class 51 contains 2113 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1827 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 23327 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 43543 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 66881 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1338 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 215974 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800136.000000 Penalty: 51429.734375
Iteration 340F: 79 clusters Score -9.080014e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173696 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 71108 members 
Mstep: Class 4 contains 20039 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4509 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 33506 members 
Mstep: Class 9 contains 232556 members 
Mstep: Class 10 contains 36935 members 
Mstep: Class 11 contains 42131 members 
Mstep: Class 12 contains 2520 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215618 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54774 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 93301 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 5653 members 
Mstep: Class 23 contains 14846 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2510 members 
Mstep: Class 30 contains 5833 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18962 members 
Mstep: Class 35 contains 5378 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 162580 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112820 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 160312 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 92027 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 1108 members 
Mstep: Class 51 contains 2114 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1882 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 22869 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 42119 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 68900 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1338 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 218889 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801448.000000 Penalty: 51429.734375
Iteration 341Q: 79 clusters Score -9.080145e+07 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173420 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 71925 members 
Mstep: Class 4 contains 20230 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4501 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 33648 members 
Mstep: Class 9 contains 229460 members 
Mstep: Class 10 contains 36934 members 
Mstep: Class 11 contains 42134 members 
Mstep: Class 12 contains 2522 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215598 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 54763 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 93283 members 
Mstep: Class 21 contains 3179 members 
Mstep: Class 22 contains 5629 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2516 members 
Mstep: Class 30 contains 5835 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18957 members 
Mstep: Class 35 contains 5370 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 161908 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 112703 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 160174 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 92607 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 565 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 1042 members 
Mstep: Class 51 contains 2115 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1918 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 22421 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 40732 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 71302 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1338 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 221070 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801752.000000 Penalty: 51429.734375
Iteration 342Q: 79 clusters Score -9.080175e+07 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173096 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 72804 members 
Mstep: Class 4 contains 20403 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4502 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 33840 members 
Mstep: Class 9 contains 226538 members 
Mstep: Class 10 contains 36934 members 
Mstep: Class 11 contains 42142 members 
Mstep: Class 12 contains 2521 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215598 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 54766 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 93257 members 
Mstep: Class 21 contains 3141 members 
Mstep: Class 22 contains 5613 members 
Mstep: Class 23 contains 14750 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2519 members 
Mstep: Class 30 contains 5844 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18951 members 
Mstep: Class 35 contains 5359 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 161056 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 112600 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 159917 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 93711 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 571 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 989 members 
Mstep: Class 51 contains 2117 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1952 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 22035 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 39283 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 74051 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1338 members 
Mstep: Class 76 contains 406 members 
Mstep: Class 77 contains 222405 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802184.000000 Penalty: 51429.734375
Iteration 343Q: 79 clusters Score -9.080218e+07 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172727 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 73763 members 
Mstep: Class 4 contains 20576 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4502 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 34037 members 
Mstep: Class 9 contains 224094 members 
Mstep: Class 10 contains 36935 members 
Mstep: Class 11 contains 42125 members 
Mstep: Class 12 contains 2519 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215593 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 54767 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 93246 members 
Mstep: Class 21 contains 3100 members 
Mstep: Class 22 contains 5608 members 
Mstep: Class 23 contains 14705 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 5848 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18955 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 160320 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 112518 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 159535 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 95150 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 580 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 938 members 
Mstep: Class 51 contains 2121 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 21746 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 37710 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 76983 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 515 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1339 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 222724 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802600.000000 Penalty: 51429.734375
Iteration 344Q: 79 clusters Score -9.08026e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172328 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 74751 members 
Mstep: Class 4 contains 20754 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 34283 members 
Mstep: Class 9 contains 222089 members 
Mstep: Class 10 contains 36934 members 
Mstep: Class 11 contains 42078 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215571 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 54739 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 93254 members 
Mstep: Class 21 contains 3049 members 
Mstep: Class 22 contains 5608 members 
Mstep: Class 23 contains 14665 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 5848 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18956 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 159501 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112471 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 159118 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 96756 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 585 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 837 members 
Mstep: Class 51 contains 2122 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1968 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 21453 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 36112 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 80378 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1339 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 222159 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804216.000000 Penalty: 51429.734375
Iteration 345Q: 79 clusters Score -9.080422e+07 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171928 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 75822 members 
Mstep: Class 4 contains 20951 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4506 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 34471 members 
Mstep: Class 9 contains 220457 members 
Mstep: Class 10 contains 36934 members 
Mstep: Class 11 contains 41987 members 
Mstep: Class 12 contains 2513 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215563 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54723 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 93265 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 5616 members 
Mstep: Class 23 contains 14635 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2508 members 
Mstep: Class 30 contains 5838 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18968 members 
Mstep: Class 35 contains 5347 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 158351 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112458 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 158653 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 98288 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 584 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 740 members 
Mstep: Class 51 contains 2123 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 21094 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 34645 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 84279 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 221042 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90806112.000000 Penalty: 51429.734375
Iteration 346Q: 79 clusters Score -9.080611e+07 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171429 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 76917 members 
Mstep: Class 4 contains 21163 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4532 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 34619 members 
Mstep: Class 9 contains 220175 members 
Mstep: Class 10 contains 36941 members 
Mstep: Class 11 contains 41886 members 
Mstep: Class 12 contains 2500 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215509 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 54710 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 93258 members 
Mstep: Class 21 contains 2975 members 
Mstep: Class 22 contains 5622 members 
Mstep: Class 23 contains 14603 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2502 members 
Mstep: Class 30 contains 5831 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18973 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 156705 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112446 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 158177 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 99707 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 577 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 700 members 
Mstep: Class 51 contains 2123 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1959 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 20833 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 33103 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 88189 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 219248 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90807208.000000 Penalty: 51429.734375
Iteration 347Q: 79 clusters Score -9.080721e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171026 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 21367 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4555 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 34774 members 
Mstep: Class 9 contains 220551 members 
Mstep: Class 10 contains 36944 members 
Mstep: Class 11 contains 41783 members 
Mstep: Class 12 contains 2492 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215471 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54689 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 93247 members 
Mstep: Class 21 contains 2952 members 
Mstep: Class 22 contains 5619 members 
Mstep: Class 23 contains 14573 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 5820 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18978 members 
Mstep: Class 35 contains 5351 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 154506 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112402 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 157700 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 100877 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 576 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 669 members 
Mstep: Class 51 contains 2123 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1034 members 
Mstep: Class 55 contains 1949 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 20510 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 31574 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 92537 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 217200 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90808216.000000 Penalty: 51429.734375
Iteration 348Q: 79 clusters Score -9.080822e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 78836 members 
Mstep: Class 4 contains 21611 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 34875 members 
Mstep: Class 9 contains 221658 members 
Mstep: Class 10 contains 36934 members 
Mstep: Class 11 contains 41708 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215452 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54659 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 93242 members 
Mstep: Class 21 contains 2939 members 
Mstep: Class 22 contains 5619 members 
Mstep: Class 23 contains 14538 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3961 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 5806 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18985 members 
Mstep: Class 35 contains 5347 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 151708 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112331 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 157270 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 101639 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 574 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 639 members 
Mstep: Class 51 contains 2129 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1034 members 
Mstep: Class 55 contains 1951 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 20319 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 30006 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 97036 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1340 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 215205 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90808872.000000 Penalty: 51429.734375
Iteration 349Q: 79 clusters Score -9.080887e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170512 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 79614 members 
Mstep: Class 4 contains 21819 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 34958 members 
Mstep: Class 9 contains 223161 members 
Mstep: Class 10 contains 36920 members 
Mstep: Class 11 contains 41619 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215410 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54648 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 93226 members 
Mstep: Class 21 contains 2918 members 
Mstep: Class 22 contains 5614 members 
Mstep: Class 23 contains 14506 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3959 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 5808 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18989 members 
Mstep: Class 35 contains 5342 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 148396 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112278 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 156915 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 101977 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 574 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 622 members 
Mstep: Class 51 contains 2131 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1034 members 
Mstep: Class 55 contains 1952 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 20055 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 28590 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 101605 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1339 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 213598 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 50. Lose 656.447754 but Gain 659.355469
Score: -90808568.000000 Penalty: 50770.378906
Iteration 350Q: 78 clusters Score -9.080857e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 80237 members 
Mstep: Class 4 contains 21996 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 35030 members 
Mstep: Class 9 contains 225267 members 
Mstep: Class 10 contains 36905 members 
Mstep: Class 11 contains 41535 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215369 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54627 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 93210 members 
Mstep: Class 21 contains 2899 members 
Mstep: Class 22 contains 5627 members 
Mstep: Class 23 contains 14482 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3958 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 5809 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18985 members 
Mstep: Class 35 contains 5340 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 144344 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112250 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 156654 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 101879 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 583 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2128 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1947 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 19790 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 27343 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 106252 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1341 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 212301 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90809080.000000 Penalty: 50770.378906
Iteration 351Q: 78 clusters Score -9.080908e+07 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170892 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 80901 members 
Mstep: Class 4 contains 22167 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4584 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 8 contains 35074 members 
Mstep: Class 9 contains 227287 members 
Mstep: Class 10 contains 36902 members 
Mstep: Class 11 contains 41457 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215342 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54611 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93206 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 22 contains 5635 members 
Mstep: Class 23 contains 14458 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3958 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 5804 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18982 members 
Mstep: Class 35 contains 5337 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 140121 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112172 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 156379 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 101471 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 587 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2127 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 19557 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 26115 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 110751 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 211608 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90808160.000000 Penalty: 50770.378906
Iteration 352Q: 78 clusters Score -9.080816e+07 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 81540 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4611 members 
Mstep: Class 7 contains 1624 members 
Mstep: Class 8 contains 35122 members 
Mstep: Class 9 contains 229321 members 
Mstep: Class 10 contains 36910 members 
Mstep: Class 11 contains 41365 members 
Mstep: Class 12 contains 2411 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215326 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 54610 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93196 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 14425 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3956 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 5815 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18976 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 137702 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112111 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 156117 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 100946 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 589 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2127 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1947 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 19400 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 24875 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 112996 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1347 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 211327 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90806256.000000 Penalty: 50770.378906
Iteration 353Q: 78 clusters Score -9.080626e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170748 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 82171 members 
Mstep: Class 4 contains 22573 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35148 members 
Mstep: Class 9 contains 231152 members 
Mstep: Class 10 contains 36902 members 
Mstep: Class 11 contains 41294 members 
Mstep: Class 12 contains 2396 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215304 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54618 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 93179 members 
Mstep: Class 21 contains 2833 members 
Mstep: Class 22 contains 5647 members 
Mstep: Class 23 contains 14395 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 2483 members 
Mstep: Class 30 contains 5832 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18965 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 137957 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 112064 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 155785 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 100337 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 596 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2131 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1942 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 19313 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 23776 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 112162 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1350 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 211584 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804176.000000 Penalty: 50770.378906
Iteration 354Q: 78 clusters Score -9.080418e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 82748 members 
Mstep: Class 4 contains 22759 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35172 members 
Mstep: Class 9 contains 232652 members 
Mstep: Class 10 contains 36899 members 
Mstep: Class 11 contains 41243 members 
Mstep: Class 12 contains 2378 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215267 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54614 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 93160 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 5642 members 
Mstep: Class 23 contains 14367 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 2488 members 
Mstep: Class 30 contains 5844 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18966 members 
Mstep: Class 35 contains 5344 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 138676 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111996 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 155439 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 99823 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 599 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2134 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1941 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 19143 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 22896 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 110575 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 212222 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803264.000000 Penalty: 50770.378906
Iteration 355Q: 78 clusters Score -9.080326e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170910 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 83304 members 
Mstep: Class 4 contains 22950 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35187 members 
Mstep: Class 9 contains 233738 members 
Mstep: Class 10 contains 36907 members 
Mstep: Class 11 contains 41148 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215245 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54598 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 93132 members 
Mstep: Class 21 contains 2797 members 
Mstep: Class 22 contains 5634 members 
Mstep: Class 23 contains 14338 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 5862 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18970 members 
Mstep: Class 35 contains 5345 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 139428 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111928 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 155095 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 99389 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 604 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2136 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1944 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 19026 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 22131 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 108821 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 213215 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802440.000000 Penalty: 50770.378906
Iteration 356Q: 78 clusters Score -9.080244e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170992 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 83922 members 
Mstep: Class 4 contains 23145 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35215 members 
Mstep: Class 9 contains 234190 members 
Mstep: Class 10 contains 36906 members 
Mstep: Class 11 contains 41077 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215235 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54582 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 93099 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 5631 members 
Mstep: Class 23 contains 14314 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 2486 members 
Mstep: Class 30 contains 5869 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18978 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 140136 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111852 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 154655 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 99078 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 603 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2133 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1950 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18998 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 21360 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 107166 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 214581 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802000.000000 Penalty: 50770.378906
Iteration 357Q: 78 clusters Score -9.0802e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171092 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 84512 members 
Mstep: Class 4 contains 23340 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35220 members 
Mstep: Class 9 contains 234336 members 
Mstep: Class 10 contains 36906 members 
Mstep: Class 11 contains 41000 members 
Mstep: Class 12 contains 2312 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215219 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54571 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 93071 members 
Mstep: Class 21 contains 2778 members 
Mstep: Class 22 contains 5636 members 
Mstep: Class 23 contains 14286 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 5883 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18981 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 140881 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111796 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 154212 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 99188 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 603 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2130 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1943 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18990 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 20545 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 105428 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 215926 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801448.000000 Penalty: 50770.378906
Iteration 358Q: 78 clusters Score -9.080145e+07 nChanged 6444
Entering ConstructFrom: 
Score: -90801448.000000 Penalty: 50770.378906
Entering ConstructFrom: 
Trying to split cluster 1 (171248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171248 members 
Entering Unmasked Estep 
Score: -8512781.000000 Penalty: 548.314514
	Iteration 0F: 2 clusters Score -8512781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -8396938.000000 Penalty: 1096.629028
	Iteration 0F: 3 clusters Score -8396938 nChanged 83948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -8448287.000000 Penalty: 1096.629028
	Iteration 1F: 3 clusters Score -8448287 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 76734 members 
Entering Unmasked Estep 
Score: -8450151.000000 Penalty: 1096.629028
	Iteration 2Q: 3 clusters Score -8450151 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99454 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -8452641.000000 Penalty: 1096.629028
	Iteration 3Q: 3 clusters Score -8452641 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -8456156.000000 Penalty: 1096.629028
	Iteration 4Q: 3 clusters Score -8456156 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115066 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -8461820.000000 Penalty: 1096.629028
	Iteration 5F: 3 clusters Score -8461820 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126258 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -8470852.000000 Penalty: 1096.629028
	Iteration 6F: 3 clusters Score -8470852 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138234 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -8482176.000000 Penalty: 1096.629028
	Iteration 7F: 3 clusters Score -8482176 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8492218.000000 Penalty: 1096.629028
	Iteration 8F: 3 clusters Score -8492218 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -8498480.000000 Penalty: 1096.629028
	Iteration 9Q: 3 clusters Score -8498480 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159711 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -8502218.000000 Penalty: 1096.629028
	Iteration 10Q: 3 clusters Score -8502218 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163124 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -8505579.000000 Penalty: 1096.629028
	Iteration 11Q: 3 clusters Score -8505579 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165710 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -8507977.000000 Penalty: 1096.629028
	Iteration 12Q: 3 clusters Score -8507977 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167612 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -8509628.000000 Penalty: 1096.629028
	Iteration 13Q: 3 clusters Score -8509628 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168944 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -8510692.000000 Penalty: 1096.629028
	Iteration 14Q: 3 clusters Score -8510692 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169863 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8511302.000000 Penalty: 1096.629028
	Iteration 15Q: 3 clusters Score -8511302 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170473 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8511762.000000 Penalty: 1096.629028
	Iteration 16Q: 3 clusters Score -8511762 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170844 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8512033.000000 Penalty: 1096.629028
	Iteration 17Q: 3 clusters Score -8512033 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171013 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8512132.000000 Penalty: 1096.629028
	Iteration 18Q: 3 clusters Score -8512132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171093 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8512201.000000 Penalty: 1096.629028
	Iteration 19Q: 3 clusters Score -8512201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8512241.000000 Penalty: 1096.629028
	Iteration 20F: 3 clusters Score -8512241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8512272.000000 Penalty: 1096.629028
	Iteration 21Q: 3 clusters Score -8512272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171155 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8512281.000000 Penalty: 1096.629028
	Iteration 22Q: 3 clusters Score -8512281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171162 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8512293.000000 Penalty: 1096.629028
	Iteration 23Q: 3 clusters Score -8512293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171166 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8512298.000000 Penalty: 1096.629028
	Iteration 24Q: 3 clusters Score -8512298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171167 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8512302.000000 Penalty: 1096.629028
	Iteration 25Q: 3 clusters Score -8512302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8512303.000000 Penalty: 1096.629028
	Iteration 26Q: 3 clusters Score -8512303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8512303.000000 Penalty: 1096.629028
	Iteration 27Q: 3 clusters Score -8512303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171171 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8512302.000000 Penalty: 1096.629028
	Iteration 28Q: 3 clusters Score -8512302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171173 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8512308.000000 Penalty: 1096.629028
	Iteration 29Q: 3 clusters Score -8512308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171174 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8512309.000000 Penalty: 1096.629028
	Iteration 30Q: 3 clusters Score -8512309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171174 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8512309.000000 Penalty: 1096.629028
	Iteration 31F: 3 clusters Score -8512309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Entering Unmasked Estep 
Score: -348548.281250 Penalty: 404.551239
	Iteration 0F: 2 clusters Score -348548.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -343666.718750 Penalty: 809.102478
	Iteration 0F: 3 clusters Score -343666.7 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -345637.906250 Penalty: 809.102478
	Iteration 1F: 3 clusters Score -345637.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -345896.750000 Penalty: 809.102478
	Iteration 2F: 3 clusters Score -345896.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -346126.875000 Penalty: 809.102478
	Iteration 3F: 3 clusters Score -346126.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -346319.437500 Penalty: 809.102478
	Iteration 4F: 3 clusters Score -346319.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -346539.000000 Penalty: 809.102478
	Iteration 5Q: 3 clusters Score -346539 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -346777.656250 Penalty: 809.102478
	Iteration 6F: 3 clusters Score -346777.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -347019.750000 Penalty: 809.102478
	Iteration 7F: 3 clusters Score -347019.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -347238.906250 Penalty: 809.102478
	Iteration 8Q: 3 clusters Score -347238.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -347449.843750 Penalty: 809.102478
	Iteration 9Q: 3 clusters Score -347449.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -347629.750000 Penalty: 809.102478
	Iteration 10Q: 3 clusters Score -347629.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -347775.406250 Penalty: 809.102478
	Iteration 11Q: 3 clusters Score -347775.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -347880.312500 Penalty: 809.102478
	Iteration 12Q: 3 clusters Score -347880.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -347931.062500 Penalty: 809.102478
	Iteration 13Q: 3 clusters Score -347931.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -347960.031250 Penalty: 809.102478
	Iteration 14Q: 3 clusters Score -347960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -347980.250000 Penalty: 809.102478
	Iteration 15Q: 3 clusters Score -347980.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -347994.875000 Penalty: 809.102478
	Iteration 16Q: 3 clusters Score -347994.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -348003.812500 Penalty: 809.102478
	Iteration 17Q: 3 clusters Score -348003.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -348010.250000 Penalty: 809.102478
	Iteration 18Q: 3 clusters Score -348010.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -348015.500000 Penalty: 809.102478
	Iteration 19Q: 3 clusters Score -348015.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -348025.468750 Penalty: 809.102478
	Iteration 20F: 3 clusters Score -348025.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -348029.937500 Penalty: 809.102478
	Iteration 21Q: 3 clusters Score -348029.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -348036.000000 Penalty: 809.102478
	Iteration 22Q: 3 clusters Score -348036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -348037.937500 Penalty: 809.102478
	Iteration 23Q: 3 clusters Score -348037.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -348039.843750 Penalty: 809.102478
	Iteration 24Q: 3 clusters Score -348039.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -348041.531250 Penalty: 809.102478
	Iteration 25Q: 3 clusters Score -348041.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -348044.062500 Penalty: 809.102478
	Iteration 26Q: 3 clusters Score -348044.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -348044.781250 Penalty: 809.102478
	Iteration 27Q: 3 clusters Score -348044.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -348046.375000 Penalty: 809.102478
	Iteration 28Q: 3 clusters Score -348046.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -348047.937500 Penalty: 809.102478
	Iteration 29Q: 3 clusters Score -348047.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -348050.968750 Penalty: 809.102478
	Iteration 30Q: 3 clusters Score -348051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -348055.718750 Penalty: 809.102478
	Iteration 31Q: 3 clusters Score -348055.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -348058.750000 Penalty: 809.102478
	Iteration 32Q: 3 clusters Score -348058.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -348060.750000 Penalty: 809.102478
	Iteration 33Q: 3 clusters Score -348060.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -348062.500000 Penalty: 809.102478
	Iteration 34Q: 3 clusters Score -348062.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -348062.937500 Penalty: 809.102478
	Iteration 35Q: 3 clusters Score -348062.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -348063.406250 Penalty: 809.102478
	Iteration 36Q: 3 clusters Score -348063.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -348063.750000 Penalty: 809.102478
	Iteration 37Q: 3 clusters Score -348063.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -348065.500000 Penalty: 809.102478
	Iteration 38Q: 3 clusters Score -348065.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -348066.500000 Penalty: 809.102478
	Iteration 39Q: 3 clusters Score -348066.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -348069.937500 Penalty: 809.102478
	Iteration 40F: 3 clusters Score -348069.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -348074.562500 Penalty: 809.102478
	Iteration 41Q: 3 clusters Score -348074.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -348077.562500 Penalty: 809.102478
	Iteration 42Q: 3 clusters Score -348077.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -348080.500000 Penalty: 809.102478
	Iteration 43Q: 3 clusters Score -348080.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -348081.906250 Penalty: 809.102478
	Iteration 44Q: 3 clusters Score -348081.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -348084.343750 Penalty: 809.102478
	Iteration 45Q: 3 clusters Score -348084.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -348087.562500 Penalty: 809.102478
	Iteration 46Q: 3 clusters Score -348087.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -348088.062500 Penalty: 809.102478
	Iteration 47Q: 3 clusters Score -348088.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -348088.281250 Penalty: 809.102478
	Iteration 48Q: 3 clusters Score -348088.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -348090.406250 Penalty: 809.102478
	Iteration 49Q: 3 clusters Score -348090.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -348091.406250 Penalty: 809.102478
	Iteration 50Q: 3 clusters Score -348091.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -348093.593750 Penalty: 809.102478
	Iteration 51Q: 3 clusters Score -348093.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -348094.343750 Penalty: 809.102478
	Iteration 52Q: 3 clusters Score -348094.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -348095.937500 Penalty: 809.102478
	Iteration 53Q: 3 clusters Score -348095.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -348097.750000 Penalty: 809.102478
	Iteration 54Q: 3 clusters Score -348097.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -348099.750000 Penalty: 809.102478
	Iteration 55Q: 3 clusters Score -348099.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -348101.218750 Penalty: 809.102478
	Iteration 56Q: 3 clusters Score -348101.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -348105.781250 Penalty: 809.102478
	Iteration 57Q: 3 clusters Score -348105.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -348107.593750 Penalty: 809.102478
	Iteration 58Q: 3 clusters Score -348107.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -348112.281250 Penalty: 809.102478
	Iteration 59Q: 3 clusters Score -348112.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -348119.093750 Penalty: 809.102478
	Iteration 60F: 3 clusters Score -348119.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -348124.062500 Penalty: 809.102478
	Iteration 61Q: 3 clusters Score -348124.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -348128.687500 Penalty: 809.102478
	Iteration 62Q: 3 clusters Score -348128.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -348131.718750 Penalty: 809.102478
	Iteration 63Q: 3 clusters Score -348131.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -348135.406250 Penalty: 809.102478
	Iteration 64Q: 3 clusters Score -348135.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -348138.750000 Penalty: 809.102478
	Iteration 65Q: 3 clusters Score -348138.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -348142.875000 Penalty: 809.102478
	Iteration 66Q: 3 clusters Score -348142.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -348147.156250 Penalty: 809.102478
	Iteration 67Q: 3 clusters Score -348147.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -348150.687500 Penalty: 809.102478
	Iteration 68Q: 3 clusters Score -348150.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -348151.375000 Penalty: 809.102478
	Iteration 69Q: 3 clusters Score -348151.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -348153.125000 Penalty: 809.102478
	Iteration 70Q: 3 clusters Score -348153.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -348154.875000 Penalty: 809.102478
	Iteration 71Q: 3 clusters Score -348154.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -348156.437500 Penalty: 809.102478
	Iteration 72Q: 3 clusters Score -348156.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -348156.937500 Penalty: 809.102478
	Iteration 73Q: 3 clusters Score -348156.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -348157.843750 Penalty: 809.102478
	Iteration 74Q: 3 clusters Score -348157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -348158.312500 Penalty: 809.102478
	Iteration 75Q: 3 clusters Score -348158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -348159.437500 Penalty: 809.102478
	Iteration 76Q: 3 clusters Score -348159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -348160.406250 Penalty: 809.102478
	Iteration 77Q: 3 clusters Score -348160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -348159.968750 Penalty: 809.102478
	Iteration 78Q: 3 clusters Score -348160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -348160.281250 Penalty: 809.102478
	Iteration 79Q: 3 clusters Score -348160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -348160.125000 Penalty: 809.102478
	Iteration 80F: 3 clusters Score -348160.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -348161.812500 Penalty: 809.102478
	Iteration 81Q: 3 clusters Score -348161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -348163.000000 Penalty: 809.102478
	Iteration 82Q: 3 clusters Score -348163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -348163.718750 Penalty: 809.102478
	Iteration 83Q: 3 clusters Score -348163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -348164.593750 Penalty: 809.102478
	Iteration 84Q: 3 clusters Score -348164.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -348164.812500 Penalty: 809.102478
	Iteration 85Q: 3 clusters Score -348164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -348164.781250 Penalty: 809.102478
	Iteration 86Q: 3 clusters Score -348164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -348165.000000 Penalty: 809.102478
	Iteration 87Q: 3 clusters Score -348165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -348166.093750 Penalty: 809.102478
	Iteration 88Q: 3 clusters Score -348166.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -348165.093750 Penalty: 809.102478
	Iteration 89Q: 3 clusters Score -348165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -348165.687500 Penalty: 809.102478
	Iteration 90Q: 3 clusters Score -348165.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -348165.687500 Penalty: 809.102478
	Iteration 91Q: 3 clusters Score -348165.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -348166.093750 Penalty: 809.102478
	Iteration 92Q: 3 clusters Score -348166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -348165.812500 Penalty: 809.102478
	Iteration 93Q: 3 clusters Score -348165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -348166.343750 Penalty: 809.102478
	Iteration 94Q: 3 clusters Score -348166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -348166.531250 Penalty: 809.102478
	Iteration 95Q: 3 clusters Score -348166.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -348166.531250 Penalty: 809.102478
	Iteration 96F: 3 clusters Score -348166.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Entering Unmasked Estep 
Score: -4267035.000000 Penalty: 516.485779
	Iteration 0F: 2 clusters Score -4267035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -4209758.000000 Penalty: 1032.971558
	Iteration 0F: 3 clusters Score -4209758 nChanged 41552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -4234810.000000 Penalty: 1032.971558
	Iteration 1F: 3 clusters Score -4234810 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -4236007.000000 Penalty: 1032.971558
	Iteration 2Q: 3 clusters Score -4236007 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -4237912.000000 Penalty: 1032.971558
	Iteration 3F: 3 clusters Score -4237912 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -4241133.000000 Penalty: 1032.971558
	Iteration 4F: 3 clusters Score -4241133 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -4246567.000000 Penalty: 1032.971558
	Iteration 5F: 3 clusters Score -4246567 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -4254144.000000 Penalty: 1032.971558
	Iteration 6F: 3 clusters Score -4254144 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -4261239.500000 Penalty: 1032.971558
	Iteration 7F: 3 clusters Score -4261240 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 83482 members 
Entering Unmasked Estep 
Score: -4265160.500000 Penalty: 1032.971558
	Iteration 8Q: 3 clusters Score -4265160 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -4266264.500000 Penalty: 1032.971558
	Iteration 9Q: 3 clusters Score -4266264 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -4266483.000000 Penalty: 1032.971558
	Iteration 10Q: 3 clusters Score -4266483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -4266536.500000 Penalty: 1032.971558
	Iteration 11Q: 3 clusters Score -4266536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 85021 members 
Entering Unmasked Estep 
Score: -4266560.500000 Penalty: 1032.971558
	Iteration 12Q: 3 clusters Score -4266560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -4266574.000000 Penalty: 1032.971558
	Iteration 13Q: 3 clusters Score -4266574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -4266577.000000 Penalty: 1032.971558
	Iteration 14Q: 3 clusters Score -4266577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -4266578.500000 Penalty: 1032.971558
	Iteration 15Q: 3 clusters Score -4266578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -4266578.000000 Penalty: 1032.971558
	Iteration 16Q: 3 clusters Score -4266578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -4266579.500000 Penalty: 1032.971558
	Iteration 17Q: 3 clusters Score -4266580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -4266581.500000 Penalty: 1032.971558
	Iteration 18Q: 3 clusters Score -4266582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -4266586.500000 Penalty: 1032.971558
	Iteration 19Q: 3 clusters Score -4266586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -4266589.000000 Penalty: 1032.971558
	Iteration 20F: 3 clusters Score -4266589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Entering Unmasked Estep 
Score: -1177485.125000 Penalty: 458.033417
	Iteration 0F: 2 clusters Score -1177485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1161787.625000 Penalty: 916.066833
	Iteration 0F: 3 clusters Score -1161788 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1168585.750000 Penalty: 916.066833
	Iteration 1F: 3 clusters Score -1168586 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1169008.750000 Penalty: 916.066833
	Iteration 2Q: 3 clusters Score -1169009 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1169583.000000 Penalty: 916.066833
	Iteration 3F: 3 clusters Score -1169583 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1170450.625000 Penalty: 916.066833
	Iteration 4F: 3 clusters Score -1170451 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1171625.375000 Penalty: 916.066833
	Iteration 5F: 3 clusters Score -1171625 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1172935.625000 Penalty: 916.066833
	Iteration 6F: 3 clusters Score -1172936 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -1173987.875000 Penalty: 916.066833
	Iteration 7F: 3 clusters Score -1173988 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -1174648.000000 Penalty: 916.066833
	Iteration 8Q: 3 clusters Score -1174648 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -1175082.625000 Penalty: 916.066833
	Iteration 9Q: 3 clusters Score -1175083 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -1175400.750000 Penalty: 916.066833
	Iteration 10Q: 3 clusters Score -1175401 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -1175655.000000 Penalty: 916.066833
	Iteration 11Q: 3 clusters Score -1175655 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -1175840.500000 Penalty: 916.066833
	Iteration 12Q: 3 clusters Score -1175840 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -1176005.125000 Penalty: 916.066833
	Iteration 13Q: 3 clusters Score -1176005 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -1176173.750000 Penalty: 916.066833
	Iteration 14Q: 3 clusters Score -1176174 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -1176305.875000 Penalty: 916.066833
	Iteration 15Q: 3 clusters Score -1176306 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -1176429.375000 Penalty: 916.066833
	Iteration 16Q: 3 clusters Score -1176429 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -1176550.750000 Penalty: 916.066833
	Iteration 17Q: 3 clusters Score -1176551 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -1176632.125000 Penalty: 916.066833
	Iteration 18Q: 3 clusters Score -1176632 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -1176707.875000 Penalty: 916.066833
	Iteration 19Q: 3 clusters Score -1176708 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -1176770.125000 Penalty: 916.066833
	Iteration 20F: 3 clusters Score -1176770 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -1176820.500000 Penalty: 916.066833
	Iteration 21Q: 3 clusters Score -1176820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -1176878.625000 Penalty: 916.066833
	Iteration 22Q: 3 clusters Score -1176879 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -1176948.875000 Penalty: 916.066833
	Iteration 23Q: 3 clusters Score -1176949 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -1176995.000000 Penalty: 916.066833
	Iteration 24Q: 3 clusters Score -1176995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -1177019.000000 Penalty: 916.066833
	Iteration 25Q: 3 clusters Score -1177019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -1177037.625000 Penalty: 916.066833
	Iteration 26Q: 3 clusters Score -1177038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -1177055.875000 Penalty: 916.066833
	Iteration 27Q: 3 clusters Score -1177056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -1177066.000000 Penalty: 916.066833
	Iteration 28Q: 3 clusters Score -1177066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -1177073.375000 Penalty: 916.066833
	Iteration 29Q: 3 clusters Score -1177073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -1177079.500000 Penalty: 916.066833
	Iteration 30Q: 3 clusters Score -1177080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -1177083.875000 Penalty: 916.066833
	Iteration 31Q: 3 clusters Score -1177084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -1177084.250000 Penalty: 916.066833
	Iteration 32Q: 3 clusters Score -1177084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -1177085.375000 Penalty: 916.066833
	Iteration 33Q: 3 clusters Score -1177085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -1177086.750000 Penalty: 916.066833
	Iteration 34Q: 3 clusters Score -1177087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -1177086.750000 Penalty: 916.066833
	Iteration 35F: 3 clusters Score -1177087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -59662.730469 Penalty: 325.889069
	Iteration 0F: 2 clusters Score -59662.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -58700.648438 Penalty: 651.778137
	Iteration 0F: 3 clusters Score -58700.65 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -59014.050781 Penalty: 651.778137
	Iteration 1F: 3 clusters Score -59014.05 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -59130.726562 Penalty: 651.778137
	Iteration 2F: 3 clusters Score -59130.73 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -59217.582031 Penalty: 651.778137
	Iteration 3F: 3 clusters Score -59217.58 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -59284.085938 Penalty: 651.778137
	Iteration 4F: 3 clusters Score -59284.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -59326.210938 Penalty: 651.778137
	Iteration 5Q: 3 clusters Score -59326.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -59346.050781 Penalty: 651.778137
	Iteration 6Q: 3 clusters Score -59346.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -59357.035156 Penalty: 651.778137
	Iteration 7Q: 3 clusters Score -59357.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -59366.449219 Penalty: 651.778137
	Iteration 8Q: 3 clusters Score -59366.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -59372.421875 Penalty: 651.778137
	Iteration 9Q: 3 clusters Score -59372.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -59376.386719 Penalty: 651.778137
	Iteration 10Q: 3 clusters Score -59376.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -59377.964844 Penalty: 651.778137
	Iteration 11Q: 3 clusters Score -59377.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -59379.769531 Penalty: 651.778137
	Iteration 12Q: 3 clusters Score -59379.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -59382.039062 Penalty: 651.778137
	Iteration 13Q: 3 clusters Score -59382.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -59383.851562 Penalty: 651.778137
	Iteration 14Q: 3 clusters Score -59383.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -59385.933594 Penalty: 651.778137
	Iteration 15Q: 3 clusters Score -59385.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -59388.187500 Penalty: 651.778137
	Iteration 16Q: 3 clusters Score -59388.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -59389.179688 Penalty: 651.778137
	Iteration 17Q: 3 clusters Score -59389.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -59389.609375 Penalty: 651.778137
	Iteration 18Q: 3 clusters Score -59389.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -59390.550781 Penalty: 651.778137
	Iteration 19Q: 3 clusters Score -59390.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -59391.847656 Penalty: 651.778137
	Iteration 20F: 3 clusters Score -59391.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -236078.234375 Penalty: 384.093140
	Iteration 0F: 2 clusters Score -236078.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -232944.203125 Penalty: 768.186279
	Iteration 0F: 3 clusters Score -232944.2 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -234203.703125 Penalty: 768.186279
	Iteration 1F: 3 clusters Score -234203.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -234371.421875 Penalty: 768.186279
	Iteration 2F: 3 clusters Score -234371.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -234547.375000 Penalty: 768.186279
	Iteration 3F: 3 clusters Score -234547.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -234736.906250 Penalty: 768.186279
	Iteration 4F: 3 clusters Score -234736.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -234940.046875 Penalty: 768.186279
	Iteration 5F: 3 clusters Score -234940 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -235135.265625 Penalty: 768.186279
	Iteration 6Q: 3 clusters Score -235135.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -235282.109375 Penalty: 768.186279
	Iteration 7Q: 3 clusters Score -235282.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -235355.781250 Penalty: 768.186279
	Iteration 8Q: 3 clusters Score -235355.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -235408.234375 Penalty: 768.186279
	Iteration 9Q: 3 clusters Score -235408.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -235446.343750 Penalty: 768.186279
	Iteration 10Q: 3 clusters Score -235446.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -235473.468750 Penalty: 768.186279
	Iteration 11Q: 3 clusters Score -235473.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -235500.312500 Penalty: 768.186279
	Iteration 12Q: 3 clusters Score -235500.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -235518.765625 Penalty: 768.186279
	Iteration 13Q: 3 clusters Score -235518.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -235535.515625 Penalty: 768.186279
	Iteration 14Q: 3 clusters Score -235535.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -235549.906250 Penalty: 768.186279
	Iteration 15Q: 3 clusters Score -235549.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -235559.453125 Penalty: 768.186279
	Iteration 16Q: 3 clusters Score -235559.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -235569.687500 Penalty: 768.186279
	Iteration 17Q: 3 clusters Score -235569.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -235575.734375 Penalty: 768.186279
	Iteration 18Q: 3 clusters Score -235575.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -235581.093750 Penalty: 768.186279
	Iteration 19Q: 3 clusters Score -235581.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -235591.906250 Penalty: 768.186279
	Iteration 20F: 3 clusters Score -235591.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -235599.984375 Penalty: 768.186279
	Iteration 21Q: 3 clusters Score -235600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -235608.500000 Penalty: 768.186279
	Iteration 22Q: 3 clusters Score -235608.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -235613.171875 Penalty: 768.186279
	Iteration 23Q: 3 clusters Score -235613.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -235615.859375 Penalty: 768.186279
	Iteration 24Q: 3 clusters Score -235615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -235618.156250 Penalty: 768.186279
	Iteration 25Q: 3 clusters Score -235618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -235620.218750 Penalty: 768.186279
	Iteration 26Q: 3 clusters Score -235620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -235621.484375 Penalty: 768.186279
	Iteration 27Q: 3 clusters Score -235621.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -235624.390625 Penalty: 768.186279
	Iteration 28Q: 3 clusters Score -235624.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -235631.343750 Penalty: 768.186279
	Iteration 29Q: 3 clusters Score -235631.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -235636.906250 Penalty: 768.186279
	Iteration 30Q: 3 clusters Score -235636.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -235641.250000 Penalty: 768.186279
	Iteration 31Q: 3 clusters Score -235641.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -235644.812500 Penalty: 768.186279
	Iteration 32Q: 3 clusters Score -235644.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -235651.406250 Penalty: 768.186279
	Iteration 33Q: 3 clusters Score -235651.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -235653.375000 Penalty: 768.186279
	Iteration 34Q: 3 clusters Score -235653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -235656.203125 Penalty: 768.186279
	Iteration 35Q: 3 clusters Score -235656.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -235659.578125 Penalty: 768.186279
	Iteration 36Q: 3 clusters Score -235659.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -235662.750000 Penalty: 768.186279
	Iteration 37Q: 3 clusters Score -235662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -235663.234375 Penalty: 768.186279
	Iteration 38Q: 3 clusters Score -235663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -235668.078125 Penalty: 768.186279
	Iteration 39Q: 3 clusters Score -235668.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -235672.078125 Penalty: 768.186279
	Iteration 40F: 3 clusters Score -235672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -235676.437500 Penalty: 768.186279
	Iteration 41Q: 3 clusters Score -235676.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -235681.218750 Penalty: 768.186279
	Iteration 42Q: 3 clusters Score -235681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -235685.593750 Penalty: 768.186279
	Iteration 43Q: 3 clusters Score -235685.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -235693.984375 Penalty: 768.186279
	Iteration 44Q: 3 clusters Score -235694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -235702.812500 Penalty: 768.186279
	Iteration 45Q: 3 clusters Score -235702.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -235709.578125 Penalty: 768.186279
	Iteration 46Q: 3 clusters Score -235709.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -235713.218750 Penalty: 768.186279
	Iteration 47Q: 3 clusters Score -235713.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -235718.734375 Penalty: 768.186279
	Iteration 48Q: 3 clusters Score -235718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -235722.343750 Penalty: 768.186279
	Iteration 49Q: 3 clusters Score -235722.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -235724.515625 Penalty: 768.186279
	Iteration 50Q: 3 clusters Score -235724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -235727.781250 Penalty: 768.186279
	Iteration 51Q: 3 clusters Score -235727.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -235731.000000 Penalty: 768.186279
	Iteration 52Q: 3 clusters Score -235731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -235733.015625 Penalty: 768.186279
	Iteration 53Q: 3 clusters Score -235733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -235736.765625 Penalty: 768.186279
	Iteration 54Q: 3 clusters Score -235736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -235741.531250 Penalty: 768.186279
	Iteration 55Q: 3 clusters Score -235741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -235742.656250 Penalty: 768.186279
	Iteration 56Q: 3 clusters Score -235742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -235744.640625 Penalty: 768.186279
	Iteration 57Q: 3 clusters Score -235744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -235745.890625 Penalty: 768.186279
	Iteration 58Q: 3 clusters Score -235745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -235746.234375 Penalty: 768.186279
	Iteration 59Q: 3 clusters Score -235746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -235746.953125 Penalty: 768.186279
	Iteration 60F: 3 clusters Score -235747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -235747.843750 Penalty: 768.186279
	Iteration 61Q: 3 clusters Score -235747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -235749.093750 Penalty: 768.186279
	Iteration 62Q: 3 clusters Score -235749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -235749.453125 Penalty: 768.186279
	Iteration 63Q: 3 clusters Score -235749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -235749.781250 Penalty: 768.186279
	Iteration 64Q: 3 clusters Score -235749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -235749.781250 Penalty: 768.186279
	Iteration 65F: 3 clusters Score -235749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -78261.953125 Penalty: 336.393463
	Iteration 0F: 2 clusters Score -78261.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -77110.898438 Penalty: 672.786926
	Iteration 0F: 3 clusters Score -77110.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -77533.359375 Penalty: 672.786926
	Iteration 1F: 3 clusters Score -77533.36 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -77610.015625 Penalty: 672.786926
	Iteration 2F: 3 clusters Score -77610.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -77655.085938 Penalty: 672.786926
	Iteration 3Q: 3 clusters Score -77655.09 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -77689.453125 Penalty: 672.786926
	Iteration 4Q: 3 clusters Score -77689.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -77705.593750 Penalty: 672.786926
	Iteration 5Q: 3 clusters Score -77705.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -77717.906250 Penalty: 672.786926
	Iteration 6Q: 3 clusters Score -77717.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -77735.367188 Penalty: 672.786926
	Iteration 7Q: 3 clusters Score -77735.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -77744.531250 Penalty: 672.786926
	Iteration 8Q: 3 clusters Score -77744.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -77748.796875 Penalty: 672.786926
	Iteration 9Q: 3 clusters Score -77748.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -77752.070312 Penalty: 672.786926
	Iteration 10Q: 3 clusters Score -77752.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -77756.843750 Penalty: 672.786926
	Iteration 11Q: 3 clusters Score -77756.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -77760.687500 Penalty: 672.786926
	Iteration 12Q: 3 clusters Score -77760.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -77763.718750 Penalty: 672.786926
	Iteration 13Q: 3 clusters Score -77763.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -77767.984375 Penalty: 672.786926
	Iteration 14Q: 3 clusters Score -77767.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -77772.820312 Penalty: 672.786926
	Iteration 15Q: 3 clusters Score -77772.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -77779.468750 Penalty: 672.786926
	Iteration 16Q: 3 clusters Score -77779.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -77782.242188 Penalty: 672.786926
	Iteration 17Q: 3 clusters Score -77782.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -77784.421875 Penalty: 672.786926
	Iteration 18Q: 3 clusters Score -77784.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -77786.031250 Penalty: 672.786926
	Iteration 19Q: 3 clusters Score -77786.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -77787.796875 Penalty: 672.786926
	Iteration 20F: 3 clusters Score -77787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -77788.945312 Penalty: 672.786926
	Iteration 21Q: 3 clusters Score -77788.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -77788.921875 Penalty: 672.786926
	Iteration 22Q: 3 clusters Score -77788.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -77789.132812 Penalty: 672.786926
	Iteration 23Q: 3 clusters Score -77789.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -77789.953125 Penalty: 672.786926
	Iteration 24Q: 3 clusters Score -77789.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -77791.390625 Penalty: 672.786926
	Iteration 25Q: 3 clusters Score -77791.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -77792.171875 Penalty: 672.786926
	Iteration 26Q: 3 clusters Score -77792.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -77792.781250 Penalty: 672.786926
	Iteration 27Q: 3 clusters Score -77792.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -77792.960938 Penalty: 672.786926
	Iteration 28Q: 3 clusters Score -77792.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -77792.960938 Penalty: 672.786926
	Iteration 29F: 3 clusters Score -77792.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Entering Unmasked Estep 
Score: -1743328.375000 Penalty: 476.364044
	Iteration 0F: 2 clusters Score -1743328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1719758.625000 Penalty: 952.728088
	Iteration 0F: 3 clusters Score -1719759 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1730041.375000 Penalty: 952.728088
	Iteration 1F: 3 clusters Score -1730041 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1730748.250000 Penalty: 952.728088
	Iteration 2Q: 3 clusters Score -1730748 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1731787.750000 Penalty: 952.728088
	Iteration 3F: 3 clusters Score -1731788 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1733297.000000 Penalty: 952.728088
	Iteration 4F: 3 clusters Score -1733297 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1735096.625000 Penalty: 952.728088
	Iteration 5F: 3 clusters Score -1735097 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1736770.625000 Penalty: 952.728088
	Iteration 6F: 3 clusters Score -1736771 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1737929.125000 Penalty: 952.728088
	Iteration 7Q: 3 clusters Score -1737929 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1738649.750000 Penalty: 952.728088
	Iteration 8Q: 3 clusters Score -1738650 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1739037.875000 Penalty: 952.728088
	Iteration 9Q: 3 clusters Score -1739038 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1739348.375000 Penalty: 952.728088
	Iteration 10Q: 3 clusters Score -1739348 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1739602.125000 Penalty: 952.728088
	Iteration 11Q: 3 clusters Score -1739602 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1739841.750000 Penalty: 952.728088
	Iteration 12Q: 3 clusters Score -1739842 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1740085.750000 Penalty: 952.728088
	Iteration 13Q: 3 clusters Score -1740086 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1740342.500000 Penalty: 952.728088
	Iteration 14Q: 3 clusters Score -1740342 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1740619.625000 Penalty: 952.728088
	Iteration 15Q: 3 clusters Score -1740620 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1740879.000000 Penalty: 952.728088
	Iteration 16Q: 3 clusters Score -1740879 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1741153.125000 Penalty: 952.728088
	Iteration 17Q: 3 clusters Score -1741153 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1741427.750000 Penalty: 952.728088
	Iteration 18Q: 3 clusters Score -1741428 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1741697.000000 Penalty: 952.728088
	Iteration 19Q: 3 clusters Score -1741697 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1741917.500000 Penalty: 952.728088
	Iteration 20F: 3 clusters Score -1741918 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1742142.625000 Penalty: 952.728088
	Iteration 21Q: 3 clusters Score -1742143 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1742334.125000 Penalty: 952.728088
	Iteration 22Q: 3 clusters Score -1742334 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1742477.125000 Penalty: 952.728088
	Iteration 23Q: 3 clusters Score -1742477 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1742589.625000 Penalty: 952.728088
	Iteration 24Q: 3 clusters Score -1742590 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1742690.375000 Penalty: 952.728088
	Iteration 25Q: 3 clusters Score -1742690 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1742759.125000 Penalty: 952.728088
	Iteration 26Q: 3 clusters Score -1742759 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1742818.375000 Penalty: 952.728088
	Iteration 27Q: 3 clusters Score -1742818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1742857.625000 Penalty: 952.728088
	Iteration 28Q: 3 clusters Score -1742858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1742873.375000 Penalty: 952.728088
	Iteration 29Q: 3 clusters Score -1742873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1742884.500000 Penalty: 952.728088
	Iteration 30Q: 3 clusters Score -1742884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1742889.625000 Penalty: 952.728088
	Iteration 31Q: 3 clusters Score -1742890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1742894.500000 Penalty: 952.728088
	Iteration 32Q: 3 clusters Score -1742894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1742898.750000 Penalty: 952.728088
	Iteration 33Q: 3 clusters Score -1742899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1742902.125000 Penalty: 952.728088
	Iteration 34Q: 3 clusters Score -1742902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1742902.000000 Penalty: 952.728088
	Iteration 35Q: 3 clusters Score -1742902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1742903.750000 Penalty: 952.728088
	Iteration 36Q: 3 clusters Score -1742904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1742905.125000 Penalty: 952.728088
	Iteration 37Q: 3 clusters Score -1742905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1742906.750000 Penalty: 952.728088
	Iteration 38Q: 3 clusters Score -1742907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1742912.750000 Penalty: 952.728088
	Iteration 39Q: 3 clusters Score -1742913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1742912.875000 Penalty: 952.728088
	Iteration 40F: 3 clusters Score -1742913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1742913.625000 Penalty: 952.728088
	Iteration 41Q: 3 clusters Score -1742914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1742913.625000 Penalty: 952.728088
	Iteration 42F: 3 clusters Score -1742914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (234026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234026 members 
Entering Unmasked Estep 
Score: -11667187.000000 Penalty: 562.525024
	Iteration 0F: 2 clusters Score -1.166719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117062 members 
Mstep: Class 2 contains 116964 members 
Entering Unmasked Estep 
Score: -11521880.000000 Penalty: 1125.050049
	Iteration 0F: 3 clusters Score -1.152188e+07 nChanged 115024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125988 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -11595104.000000 Penalty: 1125.050049
	Iteration 1F: 3 clusters Score -1.15951e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132028 members 
Mstep: Class 2 contains 101998 members 
Entering Unmasked Estep 
Score: -11599478.000000 Penalty: 1125.050049
	Iteration 2Q: 3 clusters Score -1.159948e+07 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140233 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -11606018.000000 Penalty: 1125.050049
	Iteration 3F: 3 clusters Score -1.160602e+07 nChanged 15679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 83076 members 
Entering Unmasked Estep 
Score: -11614921.000000 Penalty: 1125.050049
	Iteration 4F: 3 clusters Score -1.161492e+07 nChanged 16767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -11627086.000000 Penalty: 1125.050049
	Iteration 5F: 3 clusters Score -1.162709e+07 nChanged 15486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176089 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -11641764.000000 Penalty: 1125.050049
	Iteration 6F: 3 clusters Score -1.164176e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185285 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -11652846.000000 Penalty: 1125.050049
	Iteration 7F: 3 clusters Score -1.165285e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191390 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -11657220.000000 Penalty: 1125.050049
	Iteration 8Q: 3 clusters Score -1.165722e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196305 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -11658936.000000 Penalty: 1125.050049
	Iteration 9Q: 3 clusters Score -1.165894e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200781 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -11659939.000000 Penalty: 1125.050049
	Iteration 10Q: 3 clusters Score -1.165994e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204902 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -11662390.000000 Penalty: 1125.050049
	Iteration 11Q: 3 clusters Score -1.166239e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209195 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -11664644.000000 Penalty: 1125.050049
	Iteration 12Q: 3 clusters Score -1.166464e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213443 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -11666197.000000 Penalty: 1125.050049
	Iteration 13Q: 3 clusters Score -1.16662e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217572 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -11667218.000000 Penalty: 1125.050049
	Iteration 14Q: 3 clusters Score -1.166722e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221226 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -11667729.000000 Penalty: 1125.050049
	Iteration 15Q: 3 clusters Score -1.166773e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224204 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -11667943.000000 Penalty: 1125.050049
	Iteration 16Q: 3 clusters Score -1.166794e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226566 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -11667989.000000 Penalty: 1125.050049
	Iteration 17Q: 3 clusters Score -1.166799e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228308 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -11667885.000000 Penalty: 1125.050049
	Iteration 18Q: 3 clusters Score -1.166788e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229568 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -11667808.000000 Penalty: 1125.050049
	Iteration 19Q: 3 clusters Score -1.166781e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230564 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -11667664.000000 Penalty: 1125.050049
	Iteration 20F: 3 clusters Score -1.166766e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231266 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -11667483.000000 Penalty: 1125.050049
	Iteration 21Q: 3 clusters Score -1.166748e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231790 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -11667375.000000 Penalty: 1125.050049
	Iteration 22Q: 3 clusters Score -1.166738e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232217 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11667250.000000 Penalty: 1125.050049
	Iteration 23Q: 3 clusters Score -1.166725e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232515 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11667195.000000 Penalty: 1125.050049
	Iteration 24Q: 3 clusters Score -1.16672e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232743 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -11667161.000000 Penalty: 1125.050049
	Iteration 25Q: 3 clusters Score -1.166716e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232931 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11667135.000000 Penalty: 1125.050049
	Iteration 26Q: 3 clusters Score -1.166714e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233072 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -11667112.000000 Penalty: 1125.050049
	Iteration 27Q: 3 clusters Score -1.166711e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233185 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11667073.000000 Penalty: 1125.050049
	Iteration 28Q: 3 clusters Score -1.166707e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233275 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -11667063.000000 Penalty: 1125.050049
	Iteration 29Q: 3 clusters Score -1.166706e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233347 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11667023.000000 Penalty: 1125.050049
	Iteration 30Q: 3 clusters Score -1.166702e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233405 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11666985.000000 Penalty: 1125.050049
	Iteration 31Q: 3 clusters Score -1.166698e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233465 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11667009.000000 Penalty: 1125.050049
	Iteration 32Q: 3 clusters Score -1.166701e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233507 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11666993.000000 Penalty: 1125.050049
	Iteration 33Q: 3 clusters Score -1.166699e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233545 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11667012.000000 Penalty: 1125.050049
	Iteration 34Q: 3 clusters Score -1.166701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233573 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11666985.000000 Penalty: 1125.050049
	Iteration 35Q: 3 clusters Score -1.166698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233599 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11666993.000000 Penalty: 1125.050049
	Iteration 36Q: 3 clusters Score -1.166699e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233625 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -11666991.000000 Penalty: 1125.050049
	Iteration 37Q: 3 clusters Score -1.166699e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233647 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -11666982.000000 Penalty: 1125.050049
	Iteration 38Q: 3 clusters Score -1.166698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233661 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11666993.000000 Penalty: 1125.050049
	Iteration 39Q: 3 clusters Score -1.166699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233671 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11666989.000000 Penalty: 1125.050049
	Iteration 40F: 3 clusters Score -1.166699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233678 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -11666983.000000 Penalty: 1125.050049
	Iteration 41Q: 3 clusters Score -1.166698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233689 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11666977.000000 Penalty: 1125.050049
	Iteration 42Q: 3 clusters Score -1.166698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233698 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11666961.000000 Penalty: 1125.050049
	Iteration 43Q: 3 clusters Score -1.166696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233699 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11666960.000000 Penalty: 1125.050049
	Iteration 44Q: 3 clusters Score -1.166696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233700 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11666959.000000 Penalty: 1125.050049
	Iteration 45Q: 3 clusters Score -1.166696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233701 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11666963.000000 Penalty: 1125.050049
	Iteration 46Q: 3 clusters Score -1.166696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233701 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11666963.000000 Penalty: 1125.050049
	Iteration 47F: 3 clusters Score -1.166696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Entering Unmasked Estep 
Score: -1735524.000000 Penalty: 478.483887
	Iteration 0F: 2 clusters Score -1735524 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 18421 members 
Entering Unmasked Estep 
Score: -1710585.125000 Penalty: 956.967773
	Iteration 0F: 3 clusters Score -1710585 nChanged 17872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1721433.375000 Penalty: 956.967773
	Iteration 1F: 3 clusters Score -1721433 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1722120.750000 Penalty: 956.967773
	Iteration 2Q: 3 clusters Score -1722121 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1723134.000000 Penalty: 956.967773
	Iteration 3F: 3 clusters Score -1723134 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1724626.000000 Penalty: 956.967773
	Iteration 4F: 3 clusters Score -1724626 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1726510.875000 Penalty: 956.967773
	Iteration 5F: 3 clusters Score -1726511 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1728493.375000 Penalty: 956.967773
	Iteration 6F: 3 clusters Score -1728493 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1730034.750000 Penalty: 956.967773
	Iteration 7Q: 3 clusters Score -1730035 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1730775.750000 Penalty: 956.967773
	Iteration 8Q: 3 clusters Score -1730776 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1731224.625000 Penalty: 956.967773
	Iteration 9Q: 3 clusters Score -1731225 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1731659.000000 Penalty: 956.967773
	Iteration 10Q: 3 clusters Score -1731659 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1732124.875000 Penalty: 956.967773
	Iteration 11Q: 3 clusters Score -1732125 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1732583.875000 Penalty: 956.967773
	Iteration 12Q: 3 clusters Score -1732584 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1733037.625000 Penalty: 956.967773
	Iteration 13Q: 3 clusters Score -1733038 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1733484.125000 Penalty: 956.967773
	Iteration 14Q: 3 clusters Score -1733484 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1733911.750000 Penalty: 956.967773
	Iteration 15Q: 3 clusters Score -1733912 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1734291.000000 Penalty: 956.967773
	Iteration 16Q: 3 clusters Score -1734291 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1734639.625000 Penalty: 956.967773
	Iteration 17Q: 3 clusters Score -1734640 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1734883.750000 Penalty: 956.967773
	Iteration 18Q: 3 clusters Score -1734884 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1735013.750000 Penalty: 956.967773
	Iteration 19Q: 3 clusters Score -1735014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1735073.000000 Penalty: 956.967773
	Iteration 20F: 3 clusters Score -1735073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1735111.625000 Penalty: 956.967773
	Iteration 21Q: 3 clusters Score -1735112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1735123.500000 Penalty: 956.967773
	Iteration 22Q: 3 clusters Score -1735124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1735127.500000 Penalty: 956.967773
	Iteration 23Q: 3 clusters Score -1735128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1735130.000000 Penalty: 956.967773
	Iteration 24Q: 3 clusters Score -1735130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1735136.750000 Penalty: 956.967773
	Iteration 25Q: 3 clusters Score -1735137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1735139.375000 Penalty: 956.967773
	Iteration 26Q: 3 clusters Score -1735139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1735138.250000 Penalty: 956.967773
	Iteration 27Q: 3 clusters Score -1735138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1735138.250000 Penalty: 956.967773
	Iteration 28F: 3 clusters Score -1735138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Entering Unmasked Estep 
Score: -2018089.375000 Penalty: 483.198181
	Iteration 0F: 2 clusters Score -2018089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1990736.000000 Penalty: 966.396362
	Iteration 0F: 3 clusters Score -1990736 nChanged 19658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2002051.375000 Penalty: 966.396362
	Iteration 1F: 3 clusters Score -2002051 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2002724.750000 Penalty: 966.396362
	Iteration 2Q: 3 clusters Score -2002725 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2003746.875000 Penalty: 966.396362
	Iteration 3F: 3 clusters Score -2003747 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2005269.625000 Penalty: 966.396362
	Iteration 4F: 3 clusters Score -2005270 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2007399.500000 Penalty: 966.396362
	Iteration 5F: 3 clusters Score -2007400 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2010281.750000 Penalty: 966.396362
	Iteration 6F: 3 clusters Score -2010282 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2013533.750000 Penalty: 966.396362
	Iteration 7F: 3 clusters Score -2013534 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2015944.000000 Penalty: 966.396362
	Iteration 8F: 3 clusters Score -2015944 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2017116.125000 Penalty: 966.396362
	Iteration 9Q: 3 clusters Score -2017116 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2017491.125000 Penalty: 966.396362
	Iteration 10Q: 3 clusters Score -2017491 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -2017593.625000 Penalty: 966.396362
	Iteration 11Q: 3 clusters Score -2017594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2017636.625000 Penalty: 966.396362
	Iteration 12Q: 3 clusters Score -2017637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2017656.750000 Penalty: 966.396362
	Iteration 13Q: 3 clusters Score -2017657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2017660.875000 Penalty: 966.396362
	Iteration 14Q: 3 clusters Score -2017661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2017663.000000 Penalty: 966.396362
	Iteration 15Q: 3 clusters Score -2017663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2017661.750000 Penalty: 966.396362
	Iteration 16Q: 3 clusters Score -2017662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2017662.625000 Penalty: 966.396362
	Iteration 17Q: 3 clusters Score -2017663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2017662.625000 Penalty: 966.396362
	Iteration 18F: 3 clusters Score -2017663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Entering Unmasked Estep 
Score: -121394.039062 Penalty: 352.220001
	Iteration 0F: 2 clusters Score -121394 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 1127 members 
Entering Unmasked Estep 
Score: -119740.859375 Penalty: 704.440002
	Iteration 0F: 3 clusters Score -119740.9 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -120257.375000 Penalty: 704.440002
	Iteration 1F: 3 clusters Score -120257.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -120330.437500 Penalty: 704.440002
	Iteration 2F: 3 clusters Score -120330.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -120388.125000 Penalty: 704.440002
	Iteration 3F: 3 clusters Score -120388.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -120439.398438 Penalty: 704.440002
	Iteration 4Q: 3 clusters Score -120439.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -120493.867188 Penalty: 704.440002
	Iteration 5Q: 3 clusters Score -120493.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -120561.273438 Penalty: 704.440002
	Iteration 6Q: 3 clusters Score -120561.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -120637.250000 Penalty: 704.440002
	Iteration 7Q: 3 clusters Score -120637.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -120711.757812 Penalty: 704.440002
	Iteration 8Q: 3 clusters Score -120711.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -120791.445312 Penalty: 704.440002
	Iteration 9Q: 3 clusters Score -120791.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -120854.992188 Penalty: 704.440002
	Iteration 10Q: 3 clusters Score -120855 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -120909.820312 Penalty: 704.440002
	Iteration 11Q: 3 clusters Score -120909.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -120945.570312 Penalty: 704.440002
	Iteration 12Q: 3 clusters Score -120945.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -120971.304688 Penalty: 704.440002
	Iteration 13Q: 3 clusters Score -120971.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -120988.882812 Penalty: 704.440002
	Iteration 14Q: 3 clusters Score -120988.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -120997.609375 Penalty: 704.440002
	Iteration 15Q: 3 clusters Score -120997.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -121006.718750 Penalty: 704.440002
	Iteration 16Q: 3 clusters Score -121006.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -121013.539062 Penalty: 704.440002
	Iteration 17Q: 3 clusters Score -121013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -121020.117188 Penalty: 704.440002
	Iteration 18Q: 3 clusters Score -121020.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -121028.500000 Penalty: 704.440002
	Iteration 19Q: 3 clusters Score -121028.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -121039.132812 Penalty: 704.440002
	Iteration 20F: 3 clusters Score -121039.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -121048.117188 Penalty: 704.440002
	Iteration 21Q: 3 clusters Score -121048.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -121053.734375 Penalty: 704.440002
	Iteration 22Q: 3 clusters Score -121053.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -121059.773438 Penalty: 704.440002
	Iteration 23Q: 3 clusters Score -121059.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -121064.656250 Penalty: 704.440002
	Iteration 24Q: 3 clusters Score -121064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -121069.398438 Penalty: 704.440002
	Iteration 25Q: 3 clusters Score -121069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -121077.593750 Penalty: 704.440002
	Iteration 26Q: 3 clusters Score -121077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -121083.015625 Penalty: 704.440002
	Iteration 27Q: 3 clusters Score -121083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -121086.187500 Penalty: 704.440002
	Iteration 28Q: 3 clusters Score -121086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -121087.726562 Penalty: 704.440002
	Iteration 29Q: 3 clusters Score -121087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -121088.023438 Penalty: 704.440002
	Iteration 30Q: 3 clusters Score -121088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -121088.023438 Penalty: 704.440002
	Iteration 31F: 3 clusters Score -121088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3762.279785 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3762.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3580.548096 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3580.548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3634.097168 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3634.097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3642.715332 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -3642.715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3643.815186 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -3643.815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3643.815186 Penalty: 396.460510
	Iteration 4F: 3 clusters Score -3643.815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (215198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215198 members 
Entering Unmasked Estep 
Score: -10132730.000000 Penalty: 558.708801
	Iteration 0F: 2 clusters Score -1.013273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 107651 members 
Entering Unmasked Estep 
Score: -9988849.000000 Penalty: 1117.417603
	Iteration 0F: 3 clusters Score -9988849 nChanged 105921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 121478 members 
Entering Unmasked Estep 
Score: -10055678.000000 Penalty: 1117.417603
	Iteration 1F: 3 clusters Score -1.005568e+07 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86271 members 
Mstep: Class 2 contains 128927 members 
Entering Unmasked Estep 
Score: -10060053.000000 Penalty: 1117.417603
	Iteration 2F: 3 clusters Score -1.006005e+07 nChanged 12413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 138088 members 
Entering Unmasked Estep 
Score: -10065940.000000 Penalty: 1117.417603
	Iteration 3F: 3 clusters Score -1.006594e+07 nChanged 13053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 148741 members 
Entering Unmasked Estep 
Score: -10073620.000000 Penalty: 1117.417603
	Iteration 4F: 3 clusters Score -1.007362e+07 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 160749 members 
Entering Unmasked Estep 
Score: -10084388.000000 Penalty: 1117.417603
	Iteration 5F: 3 clusters Score -1.008439e+07 nChanged 12783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 172698 members 
Entering Unmasked Estep 
Score: -10096612.000000 Penalty: 1117.417603
	Iteration 6F: 3 clusters Score -1.009661e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 182445 members 
Entering Unmasked Estep 
Score: -10107238.000000 Penalty: 1117.417603
	Iteration 7Q: 3 clusters Score -1.010724e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 188983 members 
Entering Unmasked Estep 
Score: -10114175.000000 Penalty: 1117.417603
	Iteration 8Q: 3 clusters Score -1.011418e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 193468 members 
Entering Unmasked Estep 
Score: -10118080.000000 Penalty: 1117.417603
	Iteration 9Q: 3 clusters Score -1.011808e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 197191 members 
Entering Unmasked Estep 
Score: -10120904.000000 Penalty: 1117.417603
	Iteration 10Q: 3 clusters Score -1.01209e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 200477 members 
Entering Unmasked Estep 
Score: -10123238.000000 Penalty: 1117.417603
	Iteration 11Q: 3 clusters Score -1.012324e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 203351 members 
Entering Unmasked Estep 
Score: -10125617.000000 Penalty: 1117.417603
	Iteration 12Q: 3 clusters Score -1.012562e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 205970 members 
Entering Unmasked Estep 
Score: -10127641.000000 Penalty: 1117.417603
	Iteration 13Q: 3 clusters Score -1.012764e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 208298 members 
Entering Unmasked Estep 
Score: -10129091.000000 Penalty: 1117.417603
	Iteration 14Q: 3 clusters Score -1.012909e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 210254 members 
Entering Unmasked Estep 
Score: -10130295.000000 Penalty: 1117.417603
	Iteration 15Q: 3 clusters Score -1.01303e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 211737 members 
Entering Unmasked Estep 
Score: -10131079.000000 Penalty: 1117.417603
	Iteration 16Q: 3 clusters Score -1.013108e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 212872 members 
Entering Unmasked Estep 
Score: -10131662.000000 Penalty: 1117.417603
	Iteration 17Q: 3 clusters Score -1.013166e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 213645 members 
Entering Unmasked Estep 
Score: -10131883.000000 Penalty: 1117.417603
	Iteration 18Q: 3 clusters Score -1.013188e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 214166 members 
Entering Unmasked Estep 
Score: -10132111.000000 Penalty: 1117.417603
	Iteration 19Q: 3 clusters Score -1.013211e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 214481 members 
Entering Unmasked Estep 
Score: -10132206.000000 Penalty: 1117.417603
	Iteration 20F: 3 clusters Score -1.013221e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 214685 members 
Entering Unmasked Estep 
Score: -10132243.000000 Penalty: 1117.417603
	Iteration 21Q: 3 clusters Score -1.013224e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 214791 members 
Entering Unmasked Estep 
Score: -10132282.000000 Penalty: 1117.417603
	Iteration 22Q: 3 clusters Score -1.013228e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 214852 members 
Entering Unmasked Estep 
Score: -10132280.000000 Penalty: 1117.417603
	Iteration 23Q: 3 clusters Score -1.013228e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 214886 members 
Entering Unmasked Estep 
Score: -10132291.000000 Penalty: 1117.417603
	Iteration 24Q: 3 clusters Score -1.013229e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 214903 members 
Entering Unmasked Estep 
Score: -10132301.000000 Penalty: 1117.417603
	Iteration 25Q: 3 clusters Score -1.01323e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214927 members 
Entering Unmasked Estep 
Score: -10132333.000000 Penalty: 1117.417603
	Iteration 26Q: 3 clusters Score -1.013233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 214943 members 
Entering Unmasked Estep 
Score: -10132357.000000 Penalty: 1117.417603
	Iteration 27Q: 3 clusters Score -1.013236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 214955 members 
Entering Unmasked Estep 
Score: -10132362.000000 Penalty: 1117.417603
	Iteration 28Q: 3 clusters Score -1.013236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 214957 members 
Entering Unmasked Estep 
Score: -10132373.000000 Penalty: 1117.417603
	Iteration 29Q: 3 clusters Score -1.013237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 214959 members 
Entering Unmasked Estep 
Score: -10132379.000000 Penalty: 1117.417603
	Iteration 30Q: 3 clusters Score -1.013238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 214951 members 
Entering Unmasked Estep 
Score: -10132378.000000 Penalty: 1117.417603
	Iteration 31Q: 3 clusters Score -1.013238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 214950 members 
Entering Unmasked Estep 
Score: -10132395.000000 Penalty: 1117.417603
	Iteration 32Q: 3 clusters Score -1.01324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 214951 members 
Entering Unmasked Estep 
Score: -10132405.000000 Penalty: 1117.417603
	Iteration 33Q: 3 clusters Score -1.01324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 214951 members 
Entering Unmasked Estep 
Score: -10132412.000000 Penalty: 1117.417603
	Iteration 34Q: 3 clusters Score -1.013241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 214952 members 
Entering Unmasked Estep 
Score: -10132409.000000 Penalty: 1117.417603
	Iteration 35Q: 3 clusters Score -1.013241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 214951 members 
Entering Unmasked Estep 
Score: -10132411.000000 Penalty: 1117.417603
	Iteration 36Q: 3 clusters Score -1.013241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 214948 members 
Entering Unmasked Estep 
Score: -10132415.000000 Penalty: 1117.417603
	Iteration 37Q: 3 clusters Score -1.013242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 214947 members 
Entering Unmasked Estep 
Score: -10132412.000000 Penalty: 1117.417603
	Iteration 38Q: 3 clusters Score -1.013241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 214948 members 
Entering Unmasked Estep 
Score: -10132410.000000 Penalty: 1117.417603
	Iteration 39Q: 3 clusters Score -1.013241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 214946 members 
Entering Unmasked Estep 
Score: -10132414.000000 Penalty: 1117.417603
	Iteration 40F: 3 clusters Score -1.013241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 214944 members 
Entering Unmasked Estep 
Score: -10132412.000000 Penalty: 1117.417603
	Iteration 41Q: 3 clusters Score -1.013241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 214942 members 
Entering Unmasked Estep 
Score: -10132413.000000 Penalty: 1117.417603
	Iteration 42Q: 3 clusters Score -1.013241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 214940 members 
Entering Unmasked Estep 
Score: -10132415.000000 Penalty: 1117.417603
	Iteration 43Q: 3 clusters Score -1.013242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 214940 members 
Entering Unmasked Estep 
Score: -10132413.000000 Penalty: 1117.417603
	Iteration 44Q: 3 clusters Score -1.013241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 214938 members 
Entering Unmasked Estep 
Score: -10132417.000000 Penalty: 1117.417603
	Iteration 45Q: 3 clusters Score -1.013242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 214936 members 
Entering Unmasked Estep 
Score: -10132417.000000 Penalty: 1117.417603
	Iteration 46Q: 3 clusters Score -1.013242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 214936 members 
Entering Unmasked Estep 
Score: -10132417.000000 Penalty: 1117.417603
	Iteration 47F: 3 clusters Score -1.013242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -3880.623047 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -3880.623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -3625.032959 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -3625.033 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3687.379395 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -3687.379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3708.045654 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -3708.046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3713.201904 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -3713.202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3716.666748 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -3716.667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3717.684326 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -3717.684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3718.950684 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -3718.951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3723.557129 Penalty: 467.357666
	Iteration 7Q: 3 clusters Score -3723.557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3724.869873 Penalty: 467.357666
	Iteration 8Q: 3 clusters Score -3724.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3724.869873 Penalty: 467.357666
	Iteration 9F: 3 clusters Score -3724.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -71493.710938 Penalty: 330.862518
	Iteration 0F: 2 clusters Score -71493.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -70392.031250 Penalty: 661.725037
	Iteration 0F: 3 clusters Score -70392.03 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -70721.429688 Penalty: 661.725037
	Iteration 1F: 3 clusters Score -70721.43 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -70781.968750 Penalty: 661.725037
	Iteration 2F: 3 clusters Score -70781.97 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -70819.953125 Penalty: 661.725037
	Iteration 3F: 3 clusters Score -70819.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -70861.859375 Penalty: 661.725037
	Iteration 4Q: 3 clusters Score -70861.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -70889.273438 Penalty: 661.725037
	Iteration 5Q: 3 clusters Score -70889.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -70919.039062 Penalty: 661.725037
	Iteration 6Q: 3 clusters Score -70919.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -70947.117188 Penalty: 661.725037
	Iteration 7Q: 3 clusters Score -70947.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -70973.312500 Penalty: 661.725037
	Iteration 8Q: 3 clusters Score -70973.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -71004.132812 Penalty: 661.725037
	Iteration 9Q: 3 clusters Score -71004.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -71029.718750 Penalty: 661.725037
	Iteration 10Q: 3 clusters Score -71029.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -71044.726562 Penalty: 661.725037
	Iteration 11Q: 3 clusters Score -71044.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -71055.500000 Penalty: 661.725037
	Iteration 12Q: 3 clusters Score -71055.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -71062.835938 Penalty: 661.725037
	Iteration 13Q: 3 clusters Score -71062.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -71069.773438 Penalty: 661.725037
	Iteration 14Q: 3 clusters Score -71069.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -71075.046875 Penalty: 661.725037
	Iteration 15Q: 3 clusters Score -71075.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -71077.242188 Penalty: 661.725037
	Iteration 16Q: 3 clusters Score -71077.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -71079.203125 Penalty: 661.725037
	Iteration 17Q: 3 clusters Score -71079.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -71081.031250 Penalty: 661.725037
	Iteration 18Q: 3 clusters Score -71081.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -71084.421875 Penalty: 661.725037
	Iteration 19Q: 3 clusters Score -71084.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -71086.382812 Penalty: 661.725037
	Iteration 20F: 3 clusters Score -71086.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -71087.359375 Penalty: 661.725037
	Iteration 21Q: 3 clusters Score -71087.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -71088.203125 Penalty: 661.725037
	Iteration 22Q: 3 clusters Score -71088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -71088.875000 Penalty: 661.725037
	Iteration 23Q: 3 clusters Score -71088.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -71088.976562 Penalty: 661.725037
	Iteration 24Q: 3 clusters Score -71088.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -71088.976562 Penalty: 661.725037
	Iteration 25F: 3 clusters Score -71088.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -44832.433594 Penalty: 313.937408
	Iteration 0F: 2 clusters Score -44832.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -44034.960938 Penalty: 627.874817
	Iteration 0F: 3 clusters Score -44034.96 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -44269.855469 Penalty: 627.874817
	Iteration 1F: 3 clusters Score -44269.86 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -44306.488281 Penalty: 627.874817
	Iteration 2F: 3 clusters Score -44306.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -44327.933594 Penalty: 627.874817
	Iteration 3Q: 3 clusters Score -44327.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -44348.085938 Penalty: 627.874817
	Iteration 4Q: 3 clusters Score -44348.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -44365.992188 Penalty: 627.874817
	Iteration 5Q: 3 clusters Score -44365.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -44380.066406 Penalty: 627.874817
	Iteration 6Q: 3 clusters Score -44380.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -44399.882812 Penalty: 627.874817
	Iteration 7Q: 3 clusters Score -44399.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -44429.757812 Penalty: 627.874817
	Iteration 8Q: 3 clusters Score -44429.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -44466.019531 Penalty: 627.874817
	Iteration 9Q: 3 clusters Score -44466.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -44500.902344 Penalty: 627.874817
	Iteration 10Q: 3 clusters Score -44500.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -44540.703125 Penalty: 627.874817
	Iteration 11Q: 3 clusters Score -44540.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -44586.175781 Penalty: 627.874817
	Iteration 12Q: 3 clusters Score -44586.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -44630.335938 Penalty: 627.874817
	Iteration 13Q: 3 clusters Score -44630.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -44670.542969 Penalty: 627.874817
	Iteration 14Q: 3 clusters Score -44670.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -44713.453125 Penalty: 627.874817
	Iteration 15Q: 3 clusters Score -44713.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -44732.625000 Penalty: 627.874817
	Iteration 16Q: 3 clusters Score -44732.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -44741.277344 Penalty: 627.874817
	Iteration 17Q: 3 clusters Score -44741.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -44746.722656 Penalty: 627.874817
	Iteration 18Q: 3 clusters Score -44746.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -44758.082031 Penalty: 627.874817
	Iteration 19Q: 3 clusters Score -44758.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -44761.519531 Penalty: 627.874817
	Iteration 20F: 3 clusters Score -44761.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -44763.238281 Penalty: 627.874817
	Iteration 21Q: 3 clusters Score -44763.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -44765.421875 Penalty: 627.874817
	Iteration 22Q: 3 clusters Score -44765.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -44765.714844 Penalty: 627.874817
	Iteration 23Q: 3 clusters Score -44765.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -44765.714844 Penalty: 627.874817
	Iteration 24F: 3 clusters Score -44765.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Entering Unmasked Estep 
Score: -2500550.250000 Penalty: 496.265228
	Iteration 0F: 2 clusters Score -2500550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -2463996.750000 Penalty: 992.530457
	Iteration 0F: 3 clusters Score -2463997 nChanged 26511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2480844.000000 Penalty: 992.530457
	Iteration 1F: 3 clusters Score -2480844 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2482501.250000 Penalty: 992.530457
	Iteration 2F: 3 clusters Score -2482501 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2485458.500000 Penalty: 992.530457
	Iteration 3F: 3 clusters Score -2485458 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2490065.250000 Penalty: 992.530457
	Iteration 4F: 3 clusters Score -2490065 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2495101.250000 Penalty: 992.530457
	Iteration 5F: 3 clusters Score -2495101 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2498335.250000 Penalty: 992.530457
	Iteration 6F: 3 clusters Score -2498335 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2499549.250000 Penalty: 992.530457
	Iteration 7Q: 3 clusters Score -2499549 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2499917.750000 Penalty: 992.530457
	Iteration 8Q: 3 clusters Score -2499918 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -2500036.750000 Penalty: 992.530457
	Iteration 9Q: 3 clusters Score -2500037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2500085.250000 Penalty: 992.530457
	Iteration 10Q: 3 clusters Score -2500085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2500109.000000 Penalty: 992.530457
	Iteration 11Q: 3 clusters Score -2500109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2500128.750000 Penalty: 992.530457
	Iteration 12Q: 3 clusters Score -2500129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2500137.000000 Penalty: 992.530457
	Iteration 13Q: 3 clusters Score -2500137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2500145.500000 Penalty: 992.530457
	Iteration 14Q: 3 clusters Score -2500146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2500145.500000 Penalty: 992.530457
	Iteration 15Q: 3 clusters Score -2500146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2500145.500000 Penalty: 992.530457
	Iteration 16F: 3 clusters Score -2500146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -37445.066406 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -37445.07 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 445 members 
Entering Unmasked Estep 
Score: -36712.714844 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -36712.71 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -36915.812500 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -36915.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -36967.839844 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -36967.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -37020.652344 Penalty: 617.591248
	Iteration 3F: 3 clusters Score -37020.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -37106.191406 Penalty: 617.591248
	Iteration 4F: 3 clusters Score -37106.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -37179.898438 Penalty: 617.591248
	Iteration 5F: 3 clusters Score -37179.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -37241.789062 Penalty: 617.591248
	Iteration 6F: 3 clusters Score -37241.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -37287.328125 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -37287.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -37322.042969 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -37322.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -37333.867188 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -37333.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -37353.523438 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -37353.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -37365.394531 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -37365.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -37373.031250 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -37373.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -37376.273438 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -37376.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -37378.167969 Penalty: 617.591248
	Iteration 14Q: 3 clusters Score -37378.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -37378.949219 Penalty: 617.591248
	Iteration 15Q: 3 clusters Score -37378.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -37379.988281 Penalty: 617.591248
	Iteration 16Q: 3 clusters Score -37379.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -37380.828125 Penalty: 617.591248
	Iteration 17Q: 3 clusters Score -37380.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -37381.722656 Penalty: 617.591248
	Iteration 18Q: 3 clusters Score -37381.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -37383.601562 Penalty: 617.591248
	Iteration 19Q: 3 clusters Score -37383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -37384.433594 Penalty: 617.591248
	Iteration 20F: 3 clusters Score -37384.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -37385.277344 Penalty: 617.591248
	Iteration 21Q: 3 clusters Score -37385.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -37386.285156 Penalty: 617.591248
	Iteration 22Q: 3 clusters Score -37386.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -37388.113281 Penalty: 617.591248
	Iteration 23Q: 3 clusters Score -37388.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -37390.285156 Penalty: 617.591248
	Iteration 24Q: 3 clusters Score -37390.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -37392.898438 Penalty: 617.591248
	Iteration 25Q: 3 clusters Score -37392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -37398.109375 Penalty: 617.591248
	Iteration 26Q: 3 clusters Score -37398.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -37405.128906 Penalty: 617.591248
	Iteration 27Q: 3 clusters Score -37405.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -37411.382812 Penalty: 617.591248
	Iteration 28Q: 3 clusters Score -37411.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -37412.363281 Penalty: 617.591248
	Iteration 29Q: 3 clusters Score -37412.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -37412.589844 Penalty: 617.591248
	Iteration 30Q: 3 clusters Score -37412.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -37412.589844 Penalty: 617.591248
	Iteration 31F: 3 clusters Score -37412.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (93038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93038 members 
Entering Unmasked Estep 
Score: -4476802.500000 Penalty: 520.554749
	Iteration 0F: 2 clusters Score -4476802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -4413954.500000 Penalty: 1041.109497
	Iteration 0F: 3 clusters Score -4413954 nChanged 45235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -4441172.000000 Penalty: 1041.109497
	Iteration 1F: 3 clusters Score -4441172 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -4442508.500000 Penalty: 1041.109497
	Iteration 2Q: 3 clusters Score -4442508 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -4445419.500000 Penalty: 1041.109497
	Iteration 3F: 3 clusters Score -4445420 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68277 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -4451243.500000 Penalty: 1041.109497
	Iteration 4F: 3 clusters Score -4451244 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4460297.000000 Penalty: 1041.109497
	Iteration 5F: 3 clusters Score -4460297 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -4469294.500000 Penalty: 1041.109497
	Iteration 6F: 3 clusters Score -4469294 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4474341.000000 Penalty: 1041.109497
	Iteration 7F: 3 clusters Score -4474341 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4475843.000000 Penalty: 1041.109497
	Iteration 8Q: 3 clusters Score -4475843 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4476174.500000 Penalty: 1041.109497
	Iteration 9Q: 3 clusters Score -4476174 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4476254.000000 Penalty: 1041.109497
	Iteration 10Q: 3 clusters Score -4476254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4476288.000000 Penalty: 1041.109497
	Iteration 11Q: 3 clusters Score -4476288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4476310.500000 Penalty: 1041.109497
	Iteration 12Q: 3 clusters Score -4476310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4476328.500000 Penalty: 1041.109497
	Iteration 13Q: 3 clusters Score -4476328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4476337.500000 Penalty: 1041.109497
	Iteration 14Q: 3 clusters Score -4476338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4476344.500000 Penalty: 1041.109497
	Iteration 15Q: 3 clusters Score -4476344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4476356.500000 Penalty: 1041.109497
	Iteration 16Q: 3 clusters Score -4476356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4476356.500000 Penalty: 1041.109497
	Iteration 17F: 3 clusters Score -4476356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Entering Unmasked Estep 
Score: -136802.609375 Penalty: 360.676819
	Iteration 0F: 2 clusters Score -136802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -134846.656250 Penalty: 721.353638
	Iteration 0F: 3 clusters Score -134846.7 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -135559.375000 Penalty: 721.353638
	Iteration 1F: 3 clusters Score -135559.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -135687.531250 Penalty: 721.353638
	Iteration 2F: 3 clusters Score -135687.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -135842.015625 Penalty: 721.353638
	Iteration 3F: 3 clusters Score -135842 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -135977.125000 Penalty: 721.353638
	Iteration 4F: 3 clusters Score -135977.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -136107.640625 Penalty: 721.353638
	Iteration 5F: 3 clusters Score -136107.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -136220.546875 Penalty: 721.353638
	Iteration 6Q: 3 clusters Score -136220.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -136307.656250 Penalty: 721.353638
	Iteration 7Q: 3 clusters Score -136307.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -136366.125000 Penalty: 721.353638
	Iteration 8Q: 3 clusters Score -136366.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -136413.546875 Penalty: 721.353638
	Iteration 9Q: 3 clusters Score -136413.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -136441.703125 Penalty: 721.353638
	Iteration 10Q: 3 clusters Score -136441.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136457.718750 Penalty: 721.353638
	Iteration 11Q: 3 clusters Score -136457.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -136465.781250 Penalty: 721.353638
	Iteration 12Q: 3 clusters Score -136465.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -136470.671875 Penalty: 721.353638
	Iteration 13Q: 3 clusters Score -136470.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -136474.203125 Penalty: 721.353638
	Iteration 14Q: 3 clusters Score -136474.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -136476.062500 Penalty: 721.353638
	Iteration 15Q: 3 clusters Score -136476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136477.281250 Penalty: 721.353638
	Iteration 16Q: 3 clusters Score -136477.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -136479.343750 Penalty: 721.353638
	Iteration 17Q: 3 clusters Score -136479.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -136482.156250 Penalty: 721.353638
	Iteration 18Q: 3 clusters Score -136482.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -136484.406250 Penalty: 721.353638
	Iteration 19Q: 3 clusters Score -136484.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -136485.812500 Penalty: 721.353638
	Iteration 20F: 3 clusters Score -136485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136487.359375 Penalty: 721.353638
	Iteration 21Q: 3 clusters Score -136487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -136489.437500 Penalty: 721.353638
	Iteration 22Q: 3 clusters Score -136489.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136492.687500 Penalty: 721.353638
	Iteration 23Q: 3 clusters Score -136492.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -136494.687500 Penalty: 721.353638
	Iteration 24Q: 3 clusters Score -136494.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -136496.171875 Penalty: 721.353638
	Iteration 25Q: 3 clusters Score -136496.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -136497.421875 Penalty: 721.353638
	Iteration 26Q: 3 clusters Score -136497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -136498.093750 Penalty: 721.353638
	Iteration 27Q: 3 clusters Score -136498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136499.218750 Penalty: 721.353638
	Iteration 28Q: 3 clusters Score -136499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -136501.593750 Penalty: 721.353638
	Iteration 29Q: 3 clusters Score -136501.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136504.015625 Penalty: 721.353638
	Iteration 30Q: 3 clusters Score -136504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -136507.062500 Penalty: 721.353638
	Iteration 31Q: 3 clusters Score -136507.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136510.250000 Penalty: 721.353638
	Iteration 32Q: 3 clusters Score -136510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136513.250000 Penalty: 721.353638
	Iteration 33Q: 3 clusters Score -136513.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136515.687500 Penalty: 721.353638
	Iteration 34Q: 3 clusters Score -136515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136518.078125 Penalty: 721.353638
	Iteration 35Q: 3 clusters Score -136518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -136519.578125 Penalty: 721.353638
	Iteration 36Q: 3 clusters Score -136519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136520.593750 Penalty: 721.353638
	Iteration 37Q: 3 clusters Score -136520.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136522.031250 Penalty: 721.353638
	Iteration 38Q: 3 clusters Score -136522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -136522.937500 Penalty: 721.353638
	Iteration 39Q: 3 clusters Score -136522.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136523.875000 Penalty: 721.353638
	Iteration 40F: 3 clusters Score -136523.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136523.953125 Penalty: 721.353638
	Iteration 41Q: 3 clusters Score -136524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -136524.281250 Penalty: 721.353638
	Iteration 42Q: 3 clusters Score -136524.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -136524.281250 Penalty: 721.353638
	Iteration 43F: 3 clusters Score -136524.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Entering Unmasked Estep 
Score: -262766.906250 Penalty: 392.931824
	Iteration 0F: 2 clusters Score -262766.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -258986.000000 Penalty: 785.863647
	Iteration 0F: 3 clusters Score -258986 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -260456.875000 Penalty: 785.863647
	Iteration 1F: 3 clusters Score -260456.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -260627.921875 Penalty: 785.863647
	Iteration 2F: 3 clusters Score -260627.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -260777.796875 Penalty: 785.863647
	Iteration 3F: 3 clusters Score -260777.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -260941.468750 Penalty: 785.863647
	Iteration 4F: 3 clusters Score -260941.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -261147.500000 Penalty: 785.863647
	Iteration 5F: 3 clusters Score -261147.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -261407.109375 Penalty: 785.863647
	Iteration 6F: 3 clusters Score -261407.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -261655.109375 Penalty: 785.863647
	Iteration 7F: 3 clusters Score -261655.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -261879.140625 Penalty: 785.863647
	Iteration 8F: 3 clusters Score -261879.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -262059.781250 Penalty: 785.863647
	Iteration 9Q: 3 clusters Score -262059.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -262218.531250 Penalty: 785.863647
	Iteration 10Q: 3 clusters Score -262218.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -262316.937500 Penalty: 785.863647
	Iteration 11Q: 3 clusters Score -262316.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -262401.062500 Penalty: 785.863647
	Iteration 12Q: 3 clusters Score -262401.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -262453.250000 Penalty: 785.863647
	Iteration 13Q: 3 clusters Score -262453.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -262474.625000 Penalty: 785.863647
	Iteration 14Q: 3 clusters Score -262474.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -262491.718750 Penalty: 785.863647
	Iteration 15Q: 3 clusters Score -262491.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -262498.937500 Penalty: 785.863647
	Iteration 16Q: 3 clusters Score -262498.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -262504.312500 Penalty: 785.863647
	Iteration 17Q: 3 clusters Score -262504.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -262507.562500 Penalty: 785.863647
	Iteration 18Q: 3 clusters Score -262507.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -262509.156250 Penalty: 785.863647
	Iteration 19Q: 3 clusters Score -262509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -262510.031250 Penalty: 785.863647
	Iteration 20F: 3 clusters Score -262510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -262510.375000 Penalty: 785.863647
	Iteration 21Q: 3 clusters Score -262510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -262510.625000 Penalty: 785.863647
	Iteration 22Q: 3 clusters Score -262510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -262510.625000 Penalty: 785.863647
	Iteration 23F: 3 clusters Score -262510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Entering Unmasked Estep 
Score: -706527.000000 Penalty: 435.210815
	Iteration 0F: 2 clusters Score -706527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -696991.937500 Penalty: 870.421631
	Iteration 0F: 3 clusters Score -696991.9 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -700730.312500 Penalty: 870.421631
	Iteration 1F: 3 clusters Score -700730.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -700947.687500 Penalty: 870.421631
	Iteration 2Q: 3 clusters Score -700947.7 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -701322.125000 Penalty: 870.421631
	Iteration 3F: 3 clusters Score -701322.1 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -701918.375000 Penalty: 870.421631
	Iteration 4F: 3 clusters Score -701918.4 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -702708.500000 Penalty: 870.421631
	Iteration 5F: 3 clusters Score -702708.5 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -703563.812500 Penalty: 870.421631
	Iteration 6F: 3 clusters Score -703563.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -704312.250000 Penalty: 870.421631
	Iteration 7F: 3 clusters Score -704312.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -704855.812500 Penalty: 870.421631
	Iteration 8Q: 3 clusters Score -704855.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -705210.812500 Penalty: 870.421631
	Iteration 9Q: 3 clusters Score -705210.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -705446.937500 Penalty: 870.421631
	Iteration 10Q: 3 clusters Score -705446.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -705614.875000 Penalty: 870.421631
	Iteration 11Q: 3 clusters Score -705614.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -705734.062500 Penalty: 870.421631
	Iteration 12Q: 3 clusters Score -705734.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -705806.687500 Penalty: 870.421631
	Iteration 13Q: 3 clusters Score -705806.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -705852.375000 Penalty: 870.421631
	Iteration 14Q: 3 clusters Score -705852.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -705894.937500 Penalty: 870.421631
	Iteration 15Q: 3 clusters Score -705894.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -705937.187500 Penalty: 870.421631
	Iteration 16Q: 3 clusters Score -705937.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -705972.437500 Penalty: 870.421631
	Iteration 17Q: 3 clusters Score -705972.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -705993.375000 Penalty: 870.421631
	Iteration 18Q: 3 clusters Score -705993.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -706026.375000 Penalty: 870.421631
	Iteration 19Q: 3 clusters Score -706026.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -706043.625000 Penalty: 870.421631
	Iteration 20F: 3 clusters Score -706043.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -706063.625000 Penalty: 870.421631
	Iteration 21Q: 3 clusters Score -706063.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -706075.562500 Penalty: 870.421631
	Iteration 22Q: 3 clusters Score -706075.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -706084.312500 Penalty: 870.421631
	Iteration 23Q: 3 clusters Score -706084.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -706093.562500 Penalty: 870.421631
	Iteration 24Q: 3 clusters Score -706093.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -706098.625000 Penalty: 870.421631
	Iteration 25Q: 3 clusters Score -706098.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -706105.687500 Penalty: 870.421631
	Iteration 26Q: 3 clusters Score -706105.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -706112.437500 Penalty: 870.421631
	Iteration 27Q: 3 clusters Score -706112.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -706115.312500 Penalty: 870.421631
	Iteration 28Q: 3 clusters Score -706115.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -706116.625000 Penalty: 870.421631
	Iteration 29Q: 3 clusters Score -706116.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -706119.437500 Penalty: 870.421631
	Iteration 30Q: 3 clusters Score -706119.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -706121.812500 Penalty: 870.421631
	Iteration 31Q: 3 clusters Score -706121.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -706124.625000 Penalty: 870.421631
	Iteration 32Q: 3 clusters Score -706124.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -706127.937500 Penalty: 870.421631
	Iteration 33Q: 3 clusters Score -706127.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -706130.000000 Penalty: 870.421631
	Iteration 34Q: 3 clusters Score -706130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -706130.562500 Penalty: 870.421631
	Iteration 35Q: 3 clusters Score -706130.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -706130.750000 Penalty: 870.421631
	Iteration 36Q: 3 clusters Score -706130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -706133.625000 Penalty: 870.421631
	Iteration 37Q: 3 clusters Score -706133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -706133.562500 Penalty: 870.421631
	Iteration 38Q: 3 clusters Score -706133.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -706133.812500 Penalty: 870.421631
	Iteration 39F: 3 clusters Score -706133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -706134.062500 Penalty: 870.421631
	Iteration 40F: 3 clusters Score -706134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -706134.000000 Penalty: 870.421631
	Iteration 41Q: 3 clusters Score -706134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -706133.687500 Penalty: 870.421631
	Iteration 42Q: 3 clusters Score -706133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -706134.312500 Penalty: 870.421631
	Iteration 43Q: 3 clusters Score -706134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -706134.625000 Penalty: 870.421631
	Iteration 44Q: 3 clusters Score -706134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -706134.625000 Penalty: 870.421631
	Iteration 45F: 3 clusters Score -706134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7457.192871 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7457.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7212.501953 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -7212.502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7275.705566 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -7275.706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7312.904785 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -7312.905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7316.850586 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -7316.851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7318.164551 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -7318.165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7318.164551 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -7318.165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -12834.000000 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -12834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12442.848633 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -12442.85 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12598.833008 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -12598.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12694.771484 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -12694.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12723.682617 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -12723.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12736.421875 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -12736.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12744.470703 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -12744.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12748.173828 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -12748.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12751.602539 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -12751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12757.903320 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -12757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12760.102539 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -12760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12760.220703 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -12760.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12760.369141 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -12760.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12760.369141 Penalty: 533.590454
	Iteration 12F: 3 clusters Score -12760.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -50365.175781 Penalty: 316.087402
	Iteration 0F: 2 clusters Score -50365.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -49545.093750 Penalty: 632.174805
	Iteration 0F: 3 clusters Score -49545.09 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49782.363281 Penalty: 632.174805
	Iteration 1F: 3 clusters Score -49782.36 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49836.242188 Penalty: 632.174805
	Iteration 2F: 3 clusters Score -49836.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49865.308594 Penalty: 632.174805
	Iteration 3Q: 3 clusters Score -49865.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49897.175781 Penalty: 632.174805
	Iteration 4Q: 3 clusters Score -49897.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49922.367188 Penalty: 632.174805
	Iteration 5Q: 3 clusters Score -49922.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49942.839844 Penalty: 632.174805
	Iteration 6Q: 3 clusters Score -49942.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49961.156250 Penalty: 632.174805
	Iteration 7Q: 3 clusters Score -49961.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49981.640625 Penalty: 632.174805
	Iteration 8Q: 3 clusters Score -49981.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49998.371094 Penalty: 632.174805
	Iteration 9Q: 3 clusters Score -49998.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50014.667969 Penalty: 632.174805
	Iteration 10Q: 3 clusters Score -50014.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -50034.980469 Penalty: 632.174805
	Iteration 11Q: 3 clusters Score -50034.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50052.082031 Penalty: 632.174805
	Iteration 12Q: 3 clusters Score -50052.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50062.894531 Penalty: 632.174805
	Iteration 13Q: 3 clusters Score -50062.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50069.292969 Penalty: 632.174805
	Iteration 14Q: 3 clusters Score -50069.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -50074.464844 Penalty: 632.174805
	Iteration 15Q: 3 clusters Score -50074.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -50075.238281 Penalty: 632.174805
	Iteration 16Q: 3 clusters Score -50075.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -50075.238281 Penalty: 632.174805
	Iteration 17F: 3 clusters Score -50075.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -179335.343750 Penalty: 376.864471
	Iteration 0F: 2 clusters Score -179335.3 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 1973 members 
Entering Unmasked Estep 
Score: -176661.656250 Penalty: 753.728943
	Iteration 0F: 3 clusters Score -176661.7 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -177641.109375 Penalty: 753.728943
	Iteration 1F: 3 clusters Score -177641.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -177734.453125 Penalty: 753.728943
	Iteration 2F: 3 clusters Score -177734.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -177848.578125 Penalty: 753.728943
	Iteration 3Q: 3 clusters Score -177848.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -177990.453125 Penalty: 753.728943
	Iteration 4F: 3 clusters Score -177990.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -178140.578125 Penalty: 753.728943
	Iteration 5F: 3 clusters Score -178140.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -178316.765625 Penalty: 753.728943
	Iteration 6F: 3 clusters Score -178316.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -178501.234375 Penalty: 753.728943
	Iteration 7F: 3 clusters Score -178501.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -178652.062500 Penalty: 753.728943
	Iteration 8Q: 3 clusters Score -178652.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -178739.453125 Penalty: 753.728943
	Iteration 9Q: 3 clusters Score -178739.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -178787.000000 Penalty: 753.728943
	Iteration 10Q: 3 clusters Score -178787 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -178808.218750 Penalty: 753.728943
	Iteration 11Q: 3 clusters Score -178808.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -178820.875000 Penalty: 753.728943
	Iteration 12Q: 3 clusters Score -178820.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -178829.062500 Penalty: 753.728943
	Iteration 13Q: 3 clusters Score -178829.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -178836.031250 Penalty: 753.728943
	Iteration 14Q: 3 clusters Score -178836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -178844.859375 Penalty: 753.728943
	Iteration 15Q: 3 clusters Score -178844.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -178850.218750 Penalty: 753.728943
	Iteration 16Q: 3 clusters Score -178850.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -178855.000000 Penalty: 753.728943
	Iteration 17Q: 3 clusters Score -178855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -178862.078125 Penalty: 753.728943
	Iteration 18Q: 3 clusters Score -178862.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -178868.953125 Penalty: 753.728943
	Iteration 19Q: 3 clusters Score -178869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -178877.359375 Penalty: 753.728943
	Iteration 20F: 3 clusters Score -178877.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -178891.203125 Penalty: 753.728943
	Iteration 21Q: 3 clusters Score -178891.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -178910.515625 Penalty: 753.728943
	Iteration 22Q: 3 clusters Score -178910.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -178934.281250 Penalty: 753.728943
	Iteration 23Q: 3 clusters Score -178934.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -178956.484375 Penalty: 753.728943
	Iteration 24Q: 3 clusters Score -178956.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -178967.390625 Penalty: 753.728943
	Iteration 25Q: 3 clusters Score -178967.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -178974.296875 Penalty: 753.728943
	Iteration 26Q: 3 clusters Score -178974.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -178978.109375 Penalty: 753.728943
	Iteration 27Q: 3 clusters Score -178978.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -178980.218750 Penalty: 753.728943
	Iteration 28Q: 3 clusters Score -178980.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -178981.375000 Penalty: 753.728943
	Iteration 29Q: 3 clusters Score -178981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -178982.500000 Penalty: 753.728943
	Iteration 30Q: 3 clusters Score -178982.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -178984.171875 Penalty: 753.728943
	Iteration 31Q: 3 clusters Score -178984.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -178986.390625 Penalty: 753.728943
	Iteration 32Q: 3 clusters Score -178986.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -178991.437500 Penalty: 753.728943
	Iteration 33Q: 3 clusters Score -178991.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -178996.515625 Penalty: 753.728943
	Iteration 34Q: 3 clusters Score -178996.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -179001.171875 Penalty: 753.728943
	Iteration 35Q: 3 clusters Score -179001.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -179006.265625 Penalty: 753.728943
	Iteration 36Q: 3 clusters Score -179006.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -179007.156250 Penalty: 753.728943
	Iteration 37Q: 3 clusters Score -179007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -179007.312500 Penalty: 753.728943
	Iteration 38Q: 3 clusters Score -179007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -179007.703125 Penalty: 753.728943
	Iteration 39Q: 3 clusters Score -179007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -179007.890625 Penalty: 753.728943
	Iteration 40F: 3 clusters Score -179007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -179008.640625 Penalty: 753.728943
	Iteration 41Q: 3 clusters Score -179008.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -179009.125000 Penalty: 753.728943
	Iteration 42Q: 3 clusters Score -179009.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -179010.625000 Penalty: 753.728943
	Iteration 43Q: 3 clusters Score -179010.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -179012.421875 Penalty: 753.728943
	Iteration 44Q: 3 clusters Score -179012.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -179013.765625 Penalty: 753.728943
	Iteration 45Q: 3 clusters Score -179013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -179014.734375 Penalty: 753.728943
	Iteration 46Q: 3 clusters Score -179014.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -179015.703125 Penalty: 753.728943
	Iteration 47Q: 3 clusters Score -179015.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -179017.109375 Penalty: 753.728943
	Iteration 48Q: 3 clusters Score -179017.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -179017.953125 Penalty: 753.728943
	Iteration 49Q: 3 clusters Score -179018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -179018.593750 Penalty: 753.728943
	Iteration 50Q: 3 clusters Score -179018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -179019.953125 Penalty: 753.728943
	Iteration 51Q: 3 clusters Score -179020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -179021.093750 Penalty: 753.728943
	Iteration 52Q: 3 clusters Score -179021.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -179024.046875 Penalty: 753.728943
	Iteration 53Q: 3 clusters Score -179024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -179025.812500 Penalty: 753.728943
	Iteration 54Q: 3 clusters Score -179025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -179028.218750 Penalty: 753.728943
	Iteration 55Q: 3 clusters Score -179028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -179030.296875 Penalty: 753.728943
	Iteration 56Q: 3 clusters Score -179030.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -179032.468750 Penalty: 753.728943
	Iteration 57Q: 3 clusters Score -179032.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -179034.812500 Penalty: 753.728943
	Iteration 58Q: 3 clusters Score -179034.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -179036.406250 Penalty: 753.728943
	Iteration 59Q: 3 clusters Score -179036.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -179039.734375 Penalty: 753.728943
	Iteration 60F: 3 clusters Score -179039.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -179043.531250 Penalty: 753.728943
	Iteration 61Q: 3 clusters Score -179043.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -179045.671875 Penalty: 753.728943
	Iteration 62Q: 3 clusters Score -179045.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -179047.562500 Penalty: 753.728943
	Iteration 63Q: 3 clusters Score -179047.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -179049.687500 Penalty: 753.728943
	Iteration 64Q: 3 clusters Score -179049.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -179053.328125 Penalty: 753.728943
	Iteration 65Q: 3 clusters Score -179053.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -179056.859375 Penalty: 753.728943
	Iteration 66Q: 3 clusters Score -179056.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -179060.062500 Penalty: 753.728943
	Iteration 67Q: 3 clusters Score -179060.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -179061.406250 Penalty: 753.728943
	Iteration 68Q: 3 clusters Score -179061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -179062.171875 Penalty: 753.728943
	Iteration 69Q: 3 clusters Score -179062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -179062.578125 Penalty: 753.728943
	Iteration 70Q: 3 clusters Score -179062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -179063.609375 Penalty: 753.728943
	Iteration 71Q: 3 clusters Score -179063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -179064.109375 Penalty: 753.728943
	Iteration 72Q: 3 clusters Score -179064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -179064.015625 Penalty: 753.728943
	Iteration 73Q: 3 clusters Score -179064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -179064.031250 Penalty: 753.728943
	Iteration 74Q: 3 clusters Score -179064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -179064.125000 Penalty: 753.728943
	Iteration 75Q: 3 clusters Score -179064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -179064.500000 Penalty: 753.728943
	Iteration 76Q: 3 clusters Score -179064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -179064.937500 Penalty: 753.728943
	Iteration 77Q: 3 clusters Score -179064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -179065.296875 Penalty: 753.728943
	Iteration 78Q: 3 clusters Score -179065.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -179065.312500 Penalty: 753.728943
	Iteration 79Q: 3 clusters Score -179065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -179066.218750 Penalty: 753.728943
	Iteration 80F: 3 clusters Score -179066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -179067.328125 Penalty: 753.728943
	Iteration 81Q: 3 clusters Score -179067.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -179067.078125 Penalty: 753.728943
	Iteration 82Q: 3 clusters Score -179067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -179067.531250 Penalty: 753.728943
	Iteration 83Q: 3 clusters Score -179067.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -179067.453125 Penalty: 753.728943
	Iteration 84Q: 3 clusters Score -179067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -179067.453125 Penalty: 753.728943
	Iteration 85F: 3 clusters Score -179067.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -118722.578125 Penalty: 355.829987
	Iteration 0F: 2 clusters Score -118722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -117002.195312 Penalty: 711.659973
	Iteration 0F: 3 clusters Score -117002.2 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -117624.195312 Penalty: 711.659973
	Iteration 1F: 3 clusters Score -117624.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -117734.320312 Penalty: 711.659973
	Iteration 2F: 3 clusters Score -117734.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -117834.273438 Penalty: 711.659973
	Iteration 3F: 3 clusters Score -117834.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -117898.265625 Penalty: 711.659973
	Iteration 4Q: 3 clusters Score -117898.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -117953.671875 Penalty: 711.659973
	Iteration 5Q: 3 clusters Score -117953.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -117991.023438 Penalty: 711.659973
	Iteration 6Q: 3 clusters Score -117991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -118027.757812 Penalty: 711.659973
	Iteration 7Q: 3 clusters Score -118027.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -118070.085938 Penalty: 711.659973
	Iteration 8Q: 3 clusters Score -118070.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -118108.156250 Penalty: 711.659973
	Iteration 9Q: 3 clusters Score -118108.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -118132.015625 Penalty: 711.659973
	Iteration 10Q: 3 clusters Score -118132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -118142.945312 Penalty: 711.659973
	Iteration 11Q: 3 clusters Score -118142.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -118146.695312 Penalty: 711.659973
	Iteration 12Q: 3 clusters Score -118146.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -118152.398438 Penalty: 711.659973
	Iteration 13Q: 3 clusters Score -118152.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -118158.421875 Penalty: 711.659973
	Iteration 14Q: 3 clusters Score -118158.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -118161.968750 Penalty: 711.659973
	Iteration 15Q: 3 clusters Score -118162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -118164.226562 Penalty: 711.659973
	Iteration 16Q: 3 clusters Score -118164.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -118165.398438 Penalty: 711.659973
	Iteration 17Q: 3 clusters Score -118165.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -118166.890625 Penalty: 711.659973
	Iteration 18Q: 3 clusters Score -118166.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -118167.523438 Penalty: 711.659973
	Iteration 19Q: 3 clusters Score -118167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -118168.375000 Penalty: 711.659973
	Iteration 20F: 3 clusters Score -118168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -118169.429688 Penalty: 711.659973
	Iteration 21Q: 3 clusters Score -118169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -118169.750000 Penalty: 711.659973
	Iteration 22Q: 3 clusters Score -118169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -118170.601562 Penalty: 711.659973
	Iteration 23Q: 3 clusters Score -118170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -118171.109375 Penalty: 711.659973
	Iteration 24Q: 3 clusters Score -118171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -118171.625000 Penalty: 711.659973
	Iteration 25Q: 3 clusters Score -118171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -118171.703125 Penalty: 711.659973
	Iteration 26Q: 3 clusters Score -118171.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -118171.703125 Penalty: 711.659973
	Iteration 27F: 3 clusters Score -118171.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Entering Unmasked Estep 
Score: -277138.468750 Penalty: 395.001465
	Iteration 0F: 2 clusters Score -277138.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -273282.031250 Penalty: 790.002930
	Iteration 0F: 3 clusters Score -273282 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -274807.406250 Penalty: 790.002930
	Iteration 1F: 3 clusters Score -274807.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -275049.875000 Penalty: 790.002930
	Iteration 2F: 3 clusters Score -275049.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -275379.281250 Penalty: 790.002930
	Iteration 3F: 3 clusters Score -275379.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -275736.906250 Penalty: 790.002930
	Iteration 4F: 3 clusters Score -275736.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -276107.125000 Penalty: 790.002930
	Iteration 5F: 3 clusters Score -276107.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -276394.718750 Penalty: 790.002930
	Iteration 6F: 3 clusters Score -276394.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -276584.750000 Penalty: 790.002930
	Iteration 7Q: 3 clusters Score -276584.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -276694.875000 Penalty: 790.002930
	Iteration 8Q: 3 clusters Score -276694.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -276760.875000 Penalty: 790.002930
	Iteration 9Q: 3 clusters Score -276760.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -276807.937500 Penalty: 790.002930
	Iteration 10Q: 3 clusters Score -276807.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -276837.656250 Penalty: 790.002930
	Iteration 11Q: 3 clusters Score -276837.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -276864.875000 Penalty: 790.002930
	Iteration 12Q: 3 clusters Score -276864.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -276889.875000 Penalty: 790.002930
	Iteration 13Q: 3 clusters Score -276889.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -276902.718750 Penalty: 790.002930
	Iteration 14Q: 3 clusters Score -276902.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -276913.937500 Penalty: 790.002930
	Iteration 15Q: 3 clusters Score -276913.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -276920.812500 Penalty: 790.002930
	Iteration 16Q: 3 clusters Score -276920.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -276928.000000 Penalty: 790.002930
	Iteration 17Q: 3 clusters Score -276928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -276934.593750 Penalty: 790.002930
	Iteration 18Q: 3 clusters Score -276934.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -276937.843750 Penalty: 790.002930
	Iteration 19Q: 3 clusters Score -276937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -276939.312500 Penalty: 790.002930
	Iteration 20F: 3 clusters Score -276939.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -276941.343750 Penalty: 790.002930
	Iteration 21Q: 3 clusters Score -276941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -276943.437500 Penalty: 790.002930
	Iteration 22Q: 3 clusters Score -276943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -276946.875000 Penalty: 790.002930
	Iteration 23Q: 3 clusters Score -276946.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -276951.312500 Penalty: 790.002930
	Iteration 24Q: 3 clusters Score -276951.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -276954.437500 Penalty: 790.002930
	Iteration 25Q: 3 clusters Score -276954.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -276961.687500 Penalty: 790.002930
	Iteration 26Q: 3 clusters Score -276961.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -276966.812500 Penalty: 790.002930
	Iteration 27Q: 3 clusters Score -276966.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -276969.875000 Penalty: 790.002930
	Iteration 28Q: 3 clusters Score -276969.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -276971.218750 Penalty: 790.002930
	Iteration 29Q: 3 clusters Score -276971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -276973.093750 Penalty: 790.002930
	Iteration 30Q: 3 clusters Score -276973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -276974.406250 Penalty: 790.002930
	Iteration 31Q: 3 clusters Score -276974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -276975.656250 Penalty: 790.002930
	Iteration 32Q: 3 clusters Score -276975.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -276978.031250 Penalty: 790.002930
	Iteration 33Q: 3 clusters Score -276978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -276979.375000 Penalty: 790.002930
	Iteration 34Q: 3 clusters Score -276979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -276979.843750 Penalty: 790.002930
	Iteration 35Q: 3 clusters Score -276979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -276979.843750 Penalty: 790.002930
	Iteration 36F: 3 clusters Score -276979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -16762.085938 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -16762.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16350.995117 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -16351 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16528.990234 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -16528.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16598.748047 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -16598.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16620.669922 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -16620.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16626.082031 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -16626.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16632.404297 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -16632.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16636.097656 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -16636.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16637.046875 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -16637.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16637.205078 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -16637.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16637.205078 Penalty: 539.592651
	Iteration 9F: 3 clusters Score -16637.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -7181.626465 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -7181.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6941.393555 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -6941.394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7037.858398 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -7037.858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7060.500000 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -7060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7083.477539 Penalty: 455.359100
	Iteration 3F: 3 clusters Score -7083.478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7093.428711 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -7093.429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7098.140137 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -7098.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7098.140137 Penalty: 455.359100
	Iteration 6F: 3 clusters Score -7098.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -61101.851562 Penalty: 322.976105
	Iteration 0F: 2 clusters Score -61101.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60165.304688 Penalty: 645.952209
	Iteration 0F: 3 clusters Score -60165.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -60597.867188 Penalty: 645.952209
	Iteration 1F: 3 clusters Score -60597.87 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -60737.242188 Penalty: 645.952209
	Iteration 2F: 3 clusters Score -60737.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -60868.703125 Penalty: 645.952209
	Iteration 3F: 3 clusters Score -60868.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -60972.343750 Penalty: 645.952209
	Iteration 4F: 3 clusters Score -60972.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -61034.742188 Penalty: 645.952209
	Iteration 5Q: 3 clusters Score -61034.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -61055.875000 Penalty: 645.952209
	Iteration 6Q: 3 clusters Score -61055.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -61076.734375 Penalty: 645.952209
	Iteration 7Q: 3 clusters Score -61076.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -61087.632812 Penalty: 645.952209
	Iteration 8Q: 3 clusters Score -61087.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -61092.593750 Penalty: 645.952209
	Iteration 9Q: 3 clusters Score -61092.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61097.320312 Penalty: 645.952209
	Iteration 10Q: 3 clusters Score -61097.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -61100.808594 Penalty: 645.952209
	Iteration 11Q: 3 clusters Score -61100.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61103.000000 Penalty: 645.952209
	Iteration 12Q: 3 clusters Score -61103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -61105.625000 Penalty: 645.952209
	Iteration 13Q: 3 clusters Score -61105.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -61108.292969 Penalty: 645.952209
	Iteration 14Q: 3 clusters Score -61108.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -61110.222656 Penalty: 645.952209
	Iteration 15Q: 3 clusters Score -61110.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -61111.726562 Penalty: 645.952209
	Iteration 16Q: 3 clusters Score -61111.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -61112.230469 Penalty: 645.952209
	Iteration 17Q: 3 clusters Score -61112.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -61112.722656 Penalty: 645.952209
	Iteration 18Q: 3 clusters Score -61112.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -61113.265625 Penalty: 645.952209
	Iteration 19Q: 3 clusters Score -61113.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61113.515625 Penalty: 645.952209
	Iteration 20F: 3 clusters Score -61113.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171248 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 85079 members 
Mstep: Class 4 contains 23545 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35226 members 
Mstep: Class 9 contains 234026 members 
Mstep: Class 10 contains 36906 members 
Mstep: Class 11 contains 40935 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215198 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54553 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 93038 members 
Mstep: Class 21 contains 2771 members 
Mstep: Class 22 contains 5630 members 
Mstep: Class 23 contains 14258 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 5892 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 596 members 
Mstep: Class 34 contains 18989 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 141512 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111727 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 153717 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 99561 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 609 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2131 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18957 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 19890 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 103885 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 217255 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90800736.000000 Penalty: 51429.734375
Splitting cluster 33 changes total score from -90801448.000000 to -90800736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (18989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Entering Unmasked Estep 
Score: -896649.000000 Penalty: 448.248474
	Iteration 0F: 2 clusters Score -896649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -883990.375000 Penalty: 896.496948
	Iteration 0F: 3 clusters Score -883990.4 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -889463.312500 Penalty: 896.496948
	Iteration 1F: 3 clusters Score -889463.3 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -890148.250000 Penalty: 896.496948
	Iteration 2F: 3 clusters Score -890148.2 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -891111.375000 Penalty: 896.496948
	Iteration 3F: 3 clusters Score -891111.4 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -892396.312500 Penalty: 896.496948
	Iteration 4F: 3 clusters Score -892396.3 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -893871.250000 Penalty: 896.496948
	Iteration 5F: 3 clusters Score -893871.2 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -895095.312500 Penalty: 896.496948
	Iteration 6F: 3 clusters Score -895095.3 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -895862.375000 Penalty: 896.496948
	Iteration 7Q: 3 clusters Score -895862.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -896168.312500 Penalty: 896.496948
	Iteration 8Q: 3 clusters Score -896168.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -896311.000000 Penalty: 896.496948
	Iteration 9Q: 3 clusters Score -896311 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -896408.687500 Penalty: 896.496948
	Iteration 10Q: 3 clusters Score -896408.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -896450.562500 Penalty: 896.496948
	Iteration 11Q: 3 clusters Score -896450.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -896478.000000 Penalty: 896.496948
	Iteration 12Q: 3 clusters Score -896478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -896494.500000 Penalty: 896.496948
	Iteration 13Q: 3 clusters Score -896494.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -896521.062500 Penalty: 896.496948
	Iteration 14Q: 3 clusters Score -896521.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -896534.062500 Penalty: 896.496948
	Iteration 15Q: 3 clusters Score -896534.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -896541.000000 Penalty: 896.496948
	Iteration 16Q: 3 clusters Score -896541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -896543.500000 Penalty: 896.496948
	Iteration 17Q: 3 clusters Score -896543.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -896548.562500 Penalty: 896.496948
	Iteration 18Q: 3 clusters Score -896548.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -896549.375000 Penalty: 896.496948
	Iteration 19Q: 3 clusters Score -896549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -896549.062500 Penalty: 896.496948
	Iteration 20F: 3 clusters Score -896549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -896550.562500 Penalty: 896.496948
	Iteration 21Q: 3 clusters Score -896550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -896551.437500 Penalty: 896.496948
	Iteration 22Q: 3 clusters Score -896551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -896552.312500 Penalty: 896.496948
	Iteration 23Q: 3 clusters Score -896552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -896550.937500 Penalty: 896.496948
	Iteration 24Q: 3 clusters Score -896550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -896552.312500 Penalty: 896.496948
	Iteration 25Q: 3 clusters Score -896552.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -896552.312500 Penalty: 896.496948
	Iteration 26F: 3 clusters Score -896552.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -261794.296875 Penalty: 390.551208
	Iteration 0F: 2 clusters Score -261794.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -258131.640625 Penalty: 781.102417
	Iteration 0F: 3 clusters Score -258131.6 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -259446.031250 Penalty: 781.102417
	Iteration 1F: 3 clusters Score -259446 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -259526.906250 Penalty: 781.102417
	Iteration 2Q: 3 clusters Score -259526.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -259598.031250 Penalty: 781.102417
	Iteration 3Q: 3 clusters Score -259598 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -259670.375000 Penalty: 781.102417
	Iteration 4Q: 3 clusters Score -259670.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -259731.812500 Penalty: 781.102417
	Iteration 5Q: 3 clusters Score -259731.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -259786.703125 Penalty: 781.102417
	Iteration 6Q: 3 clusters Score -259786.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -259851.859375 Penalty: 781.102417
	Iteration 7Q: 3 clusters Score -259851.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -259936.843750 Penalty: 781.102417
	Iteration 8Q: 3 clusters Score -259936.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -260063.031250 Penalty: 781.102417
	Iteration 9Q: 3 clusters Score -260063 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -260224.546875 Penalty: 781.102417
	Iteration 10Q: 3 clusters Score -260224.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -260432.468750 Penalty: 781.102417
	Iteration 11Q: 3 clusters Score -260432.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -260602.218750 Penalty: 781.102417
	Iteration 12Q: 3 clusters Score -260602.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -260735.796875 Penalty: 781.102417
	Iteration 13Q: 3 clusters Score -260735.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -260837.609375 Penalty: 781.102417
	Iteration 14Q: 3 clusters Score -260837.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -260897.125000 Penalty: 781.102417
	Iteration 15Q: 3 clusters Score -260897.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -260937.078125 Penalty: 781.102417
	Iteration 16Q: 3 clusters Score -260937.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -260968.734375 Penalty: 781.102417
	Iteration 17Q: 3 clusters Score -260968.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -260998.296875 Penalty: 781.102417
	Iteration 18Q: 3 clusters Score -260998.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -261022.000000 Penalty: 781.102417
	Iteration 19Q: 3 clusters Score -261022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -261041.343750 Penalty: 781.102417
	Iteration 20F: 3 clusters Score -261041.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -261060.406250 Penalty: 781.102417
	Iteration 21Q: 3 clusters Score -261060.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -261075.734375 Penalty: 781.102417
	Iteration 22Q: 3 clusters Score -261075.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -261087.000000 Penalty: 781.102417
	Iteration 23Q: 3 clusters Score -261087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -261097.468750 Penalty: 781.102417
	Iteration 24Q: 3 clusters Score -261097.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -261108.937500 Penalty: 781.102417
	Iteration 25Q: 3 clusters Score -261108.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -261120.406250 Penalty: 781.102417
	Iteration 26Q: 3 clusters Score -261120.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -261132.734375 Penalty: 781.102417
	Iteration 27Q: 3 clusters Score -261132.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -261142.109375 Penalty: 781.102417
	Iteration 28Q: 3 clusters Score -261142.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -261150.203125 Penalty: 781.102417
	Iteration 29Q: 3 clusters Score -261150.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -261154.781250 Penalty: 781.102417
	Iteration 30Q: 3 clusters Score -261154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -261157.671875 Penalty: 781.102417
	Iteration 31Q: 3 clusters Score -261157.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -261159.343750 Penalty: 781.102417
	Iteration 32Q: 3 clusters Score -261159.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -261160.843750 Penalty: 781.102417
	Iteration 33Q: 3 clusters Score -261160.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -261162.296875 Penalty: 781.102417
	Iteration 34Q: 3 clusters Score -261162.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -261164.375000 Penalty: 781.102417
	Iteration 35Q: 3 clusters Score -261164.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -261168.921875 Penalty: 781.102417
	Iteration 36Q: 3 clusters Score -261168.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -261172.625000 Penalty: 781.102417
	Iteration 37Q: 3 clusters Score -261172.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -261175.390625 Penalty: 781.102417
	Iteration 38Q: 3 clusters Score -261175.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -261178.828125 Penalty: 781.102417
	Iteration 39Q: 3 clusters Score -261178.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -261180.812500 Penalty: 781.102417
	Iteration 40F: 3 clusters Score -261180.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -261183.046875 Penalty: 781.102417
	Iteration 41Q: 3 clusters Score -261183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -261186.312500 Penalty: 781.102417
	Iteration 42Q: 3 clusters Score -261186.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -261187.718750 Penalty: 781.102417
	Iteration 43Q: 3 clusters Score -261187.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -261190.546875 Penalty: 781.102417
	Iteration 44Q: 3 clusters Score -261190.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -261195.234375 Penalty: 781.102417
	Iteration 45Q: 3 clusters Score -261195.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -261202.812500 Penalty: 781.102417
	Iteration 46Q: 3 clusters Score -261202.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -261212.312500 Penalty: 781.102417
	Iteration 47Q: 3 clusters Score -261212.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -261221.281250 Penalty: 781.102417
	Iteration 48Q: 3 clusters Score -261221.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -261228.468750 Penalty: 781.102417
	Iteration 49Q: 3 clusters Score -261228.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -261238.562500 Penalty: 781.102417
	Iteration 50Q: 3 clusters Score -261238.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -261250.671875 Penalty: 781.102417
	Iteration 51Q: 3 clusters Score -261250.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -261260.734375 Penalty: 781.102417
	Iteration 52Q: 3 clusters Score -261260.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -261267.296875 Penalty: 781.102417
	Iteration 53Q: 3 clusters Score -261267.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -261271.046875 Penalty: 781.102417
	Iteration 54Q: 3 clusters Score -261271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -261275.656250 Penalty: 781.102417
	Iteration 55Q: 3 clusters Score -261275.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -261280.921875 Penalty: 781.102417
	Iteration 56Q: 3 clusters Score -261280.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -261290.062500 Penalty: 781.102417
	Iteration 57Q: 3 clusters Score -261290.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -261300.156250 Penalty: 781.102417
	Iteration 58Q: 3 clusters Score -261300.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -261310.796875 Penalty: 781.102417
	Iteration 59Q: 3 clusters Score -261310.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -261321.109375 Penalty: 781.102417
	Iteration 60F: 3 clusters Score -261321.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -261330.859375 Penalty: 781.102417
	Iteration 61Q: 3 clusters Score -261330.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -261341.031250 Penalty: 781.102417
	Iteration 62Q: 3 clusters Score -261341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -261349.718750 Penalty: 781.102417
	Iteration 63Q: 3 clusters Score -261349.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -261357.265625 Penalty: 781.102417
	Iteration 64Q: 3 clusters Score -261357.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -261361.968750 Penalty: 781.102417
	Iteration 65Q: 3 clusters Score -261362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -261365.984375 Penalty: 781.102417
	Iteration 66Q: 3 clusters Score -261366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -261367.359375 Penalty: 781.102417
	Iteration 67Q: 3 clusters Score -261367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -261369.640625 Penalty: 781.102417
	Iteration 68Q: 3 clusters Score -261369.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -261371.281250 Penalty: 781.102417
	Iteration 69Q: 3 clusters Score -261371.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -261374.468750 Penalty: 781.102417
	Iteration 70Q: 3 clusters Score -261374.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -261376.359375 Penalty: 781.102417
	Iteration 71Q: 3 clusters Score -261376.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -261377.953125 Penalty: 781.102417
	Iteration 72Q: 3 clusters Score -261378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -261379.093750 Penalty: 781.102417
	Iteration 73Q: 3 clusters Score -261379.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -261380.546875 Penalty: 781.102417
	Iteration 74Q: 3 clusters Score -261380.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -261381.421875 Penalty: 781.102417
	Iteration 75Q: 3 clusters Score -261381.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -261382.578125 Penalty: 781.102417
	Iteration 76Q: 3 clusters Score -261382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -261383.109375 Penalty: 781.102417
	Iteration 77Q: 3 clusters Score -261383.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -261384.062500 Penalty: 781.102417
	Iteration 78Q: 3 clusters Score -261384.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -261385.750000 Penalty: 781.102417
	Iteration 79Q: 3 clusters Score -261385.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -261387.750000 Penalty: 781.102417
	Iteration 80F: 3 clusters Score -261387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -261389.453125 Penalty: 781.102417
	Iteration 81Q: 3 clusters Score -261389.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -261391.046875 Penalty: 781.102417
	Iteration 82Q: 3 clusters Score -261391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -261392.625000 Penalty: 781.102417
	Iteration 83Q: 3 clusters Score -261392.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -261393.578125 Penalty: 781.102417
	Iteration 84Q: 3 clusters Score -261393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -261394.687500 Penalty: 781.102417
	Iteration 85Q: 3 clusters Score -261394.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -261396.562500 Penalty: 781.102417
	Iteration 86Q: 3 clusters Score -261396.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -261399.843750 Penalty: 781.102417
	Iteration 87Q: 3 clusters Score -261399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -261401.703125 Penalty: 781.102417
	Iteration 88Q: 3 clusters Score -261401.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -261403.593750 Penalty: 781.102417
	Iteration 89Q: 3 clusters Score -261403.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -261406.562500 Penalty: 781.102417
	Iteration 90Q: 3 clusters Score -261406.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -261408.937500 Penalty: 781.102417
	Iteration 91Q: 3 clusters Score -261408.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -261411.468750 Penalty: 781.102417
	Iteration 92Q: 3 clusters Score -261411.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -261414.906250 Penalty: 781.102417
	Iteration 93Q: 3 clusters Score -261414.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -261415.828125 Penalty: 781.102417
	Iteration 94Q: 3 clusters Score -261415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -261416.687500 Penalty: 781.102417
	Iteration 95Q: 3 clusters Score -261416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -261418.156250 Penalty: 781.102417
	Iteration 96Q: 3 clusters Score -261418.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -261420.375000 Penalty: 781.102417
	Iteration 97Q: 3 clusters Score -261420.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -261422.406250 Penalty: 781.102417
	Iteration 98Q: 3 clusters Score -261422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -261424.796875 Penalty: 781.102417
	Iteration 99Q: 3 clusters Score -261424.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -261426.671875 Penalty: 781.102417
	Iteration 100F: 3 clusters Score -261426.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -261428.000000 Penalty: 781.102417
	Iteration 101Q: 3 clusters Score -261428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -261429.515625 Penalty: 781.102417
	Iteration 102Q: 3 clusters Score -261429.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -261429.765625 Penalty: 781.102417
	Iteration 103Q: 3 clusters Score -261429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -261430.453125 Penalty: 781.102417
	Iteration 104Q: 3 clusters Score -261430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -261430.703125 Penalty: 781.102417
	Iteration 105Q: 3 clusters Score -261430.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -261430.250000 Penalty: 781.102417
	Iteration 106Q: 3 clusters Score -261430.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -261430.250000 Penalty: 781.102417
	Iteration 107F: 3 clusters Score -261430.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -43338.093750 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -43338.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -42706.585938 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -42706.59 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -42908.394531 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -42908.39 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42980.425781 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -42980.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43024.382812 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -43024.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43050.636719 Penalty: 598.458740
	Iteration 4Q: 3 clusters Score -43050.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43067.914062 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -43067.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43078.308594 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -43078.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43085.125000 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -43085.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43092.996094 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -43093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43107.988281 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -43107.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43117.871094 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -43117.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43120.601562 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -43120.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43123.308594 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -43123.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43124.535156 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -43124.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43124.742188 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -43124.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43124.910156 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -43124.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43125.449219 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -43125.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43125.449219 Penalty: 598.458740
	Iteration 17F: 3 clusters Score -43125.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (141512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141512 members 
Entering Unmasked Estep 
Score: -7102222.000000 Penalty: 539.636353
	Iteration 0F: 2 clusters Score -7102222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -7008674.500000 Penalty: 1079.272705
	Iteration 0F: 3 clusters Score -7008674 nChanged 69374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -7051009.500000 Penalty: 1079.272705
	Iteration 1F: 3 clusters Score -7051010 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -7053449.500000 Penalty: 1079.272705
	Iteration 2Q: 3 clusters Score -7053450 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91382 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -7057523.500000 Penalty: 1079.272705
	Iteration 3F: 3 clusters Score -7057524 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -7064698.500000 Penalty: 1079.272705
	Iteration 4F: 3 clusters Score -7064698 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -7074882.000000 Penalty: 1079.272705
	Iteration 5F: 3 clusters Score -7074882 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125515 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -7086160.000000 Penalty: 1079.272705
	Iteration 6F: 3 clusters Score -7086160 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133865 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -7094404.500000 Penalty: 1079.272705
	Iteration 7F: 3 clusters Score -7094404 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138338 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7098886.000000 Penalty: 1079.272705
	Iteration 8Q: 3 clusters Score -7098886 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140251 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7100690.000000 Penalty: 1079.272705
	Iteration 9Q: 3 clusters Score -7100690 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140984 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7101332.000000 Penalty: 1079.272705
	Iteration 10Q: 3 clusters Score -7101332 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141267 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7101563.000000 Penalty: 1079.272705
	Iteration 11Q: 3 clusters Score -7101563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141352 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7101634.000000 Penalty: 1079.272705
	Iteration 12Q: 3 clusters Score -7101634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141387 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7101688.000000 Penalty: 1079.272705
	Iteration 13Q: 3 clusters Score -7101688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141398 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7101710.500000 Penalty: 1079.272705
	Iteration 14Q: 3 clusters Score -7101710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141410 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7101730.500000 Penalty: 1079.272705
	Iteration 15Q: 3 clusters Score -7101730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141418 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7101737.000000 Penalty: 1079.272705
	Iteration 16Q: 3 clusters Score -7101737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7101746.000000 Penalty: 1079.272705
	Iteration 17Q: 3 clusters Score -7101746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141424 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7101751.000000 Penalty: 1079.272705
	Iteration 18Q: 3 clusters Score -7101751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141426 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7101755.500000 Penalty: 1079.272705
	Iteration 19Q: 3 clusters Score -7101756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141430 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7101760.000000 Penalty: 1079.272705
	Iteration 20F: 3 clusters Score -7101760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141431 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7101764.500000 Penalty: 1079.272705
	Iteration 21Q: 3 clusters Score -7101764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141433 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7101766.500000 Penalty: 1079.272705
	Iteration 22Q: 3 clusters Score -7101766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141435 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7101772.500000 Penalty: 1079.272705
	Iteration 23Q: 3 clusters Score -7101772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141435 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7101768.500000 Penalty: 1079.272705
	Iteration 24Q: 3 clusters Score -7101768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141434 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7101773.500000 Penalty: 1079.272705
	Iteration 25Q: 3 clusters Score -7101774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141434 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7101773.500000 Penalty: 1079.272705
	Iteration 26F: 3 clusters Score -7101774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -9489.998047 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -9489.998 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 107 members 
Entering Unmasked Estep 
Score: -9174.503906 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -9174.504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9248.194336 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -9248.194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9268.857422 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -9268.857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9271.747070 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -9271.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9273.702148 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -9273.702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9274.856445 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -9274.856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9274.856445 Penalty: 499.116516
	Iteration 6F: 3 clusters Score -9274.856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (111727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111727 members 
Entering Unmasked Estep 
Score: -5315212.500000 Penalty: 528.883545
	Iteration 0F: 2 clusters Score -5315212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -5239551.500000 Penalty: 1057.767090
	Iteration 0F: 3 clusters Score -5239552 nChanged 54777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -5273650.500000 Penalty: 1057.767090
	Iteration 1F: 3 clusters Score -5273650 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -5275816.500000 Penalty: 1057.767090
	Iteration 2Q: 3 clusters Score -5275816 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5279202.500000 Penalty: 1057.767090
	Iteration 3F: 3 clusters Score -5279202 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -5284539.000000 Penalty: 1057.767090
	Iteration 4F: 3 clusters Score -5284539 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -5292238.000000 Penalty: 1057.767090
	Iteration 5F: 3 clusters Score -5292238 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -5300826.000000 Penalty: 1057.767090
	Iteration 6F: 3 clusters Score -5300826 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -5308012.000000 Penalty: 1057.767090
	Iteration 7F: 3 clusters Score -5308012 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5312045.000000 Penalty: 1057.767090
	Iteration 8Q: 3 clusters Score -5312045 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5313810.500000 Penalty: 1057.767090
	Iteration 9Q: 3 clusters Score -5313810 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111336 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5314399.500000 Penalty: 1057.767090
	Iteration 10Q: 3 clusters Score -5314400 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111590 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5314637.500000 Penalty: 1057.767090
	Iteration 11Q: 3 clusters Score -5314638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111652 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5314713.000000 Penalty: 1057.767090
	Iteration 12Q: 3 clusters Score -5314713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111670 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5314745.000000 Penalty: 1057.767090
	Iteration 13Q: 3 clusters Score -5314745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111672 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5314756.500000 Penalty: 1057.767090
	Iteration 14Q: 3 clusters Score -5314756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111676 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5314759.500000 Penalty: 1057.767090
	Iteration 15Q: 3 clusters Score -5314760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111673 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5314761.500000 Penalty: 1057.767090
	Iteration 16Q: 3 clusters Score -5314762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5314765.000000 Penalty: 1057.767090
	Iteration 17Q: 3 clusters Score -5314765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5314774.000000 Penalty: 1057.767090
	Iteration 18Q: 3 clusters Score -5314774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111673 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5314777.500000 Penalty: 1057.767090
	Iteration 19Q: 3 clusters Score -5314778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111673 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5314777.500000 Penalty: 1057.767090
	Iteration 20F: 3 clusters Score -5314778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -36457.089844 Penalty: 301.152618
	Iteration 0F: 2 clusters Score -36457.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -35814.480469 Penalty: 602.305237
	Iteration 0F: 3 clusters Score -35814.48 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -36032.125000 Penalty: 602.305237
	Iteration 1F: 3 clusters Score -36032.12 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36150.605469 Penalty: 602.305237
	Iteration 2F: 3 clusters Score -36150.61 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36227.027344 Penalty: 602.305237
	Iteration 3F: 3 clusters Score -36227.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36261.304688 Penalty: 602.305237
	Iteration 4F: 3 clusters Score -36261.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36283.242188 Penalty: 602.305237
	Iteration 5Q: 3 clusters Score -36283.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36297.660156 Penalty: 602.305237
	Iteration 6Q: 3 clusters Score -36297.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36304.773438 Penalty: 602.305237
	Iteration 7Q: 3 clusters Score -36304.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36313.539062 Penalty: 602.305237
	Iteration 8Q: 3 clusters Score -36313.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36319.558594 Penalty: 602.305237
	Iteration 9Q: 3 clusters Score -36319.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36321.003906 Penalty: 602.305237
	Iteration 10Q: 3 clusters Score -36321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36322.035156 Penalty: 602.305237
	Iteration 11Q: 3 clusters Score -36322.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36322.035156 Penalty: 602.305237
	Iteration 12F: 3 clusters Score -36322.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (153717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153717 members 
Entering Unmasked Estep 
Score: -7537002.000000 Penalty: 543.400513
	Iteration 0F: 2 clusters Score -7537002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -7432623.500000 Penalty: 1086.801025
	Iteration 0F: 3 clusters Score -7432624 nChanged 75465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -7480080.000000 Penalty: 1086.801025
	Iteration 1F: 3 clusters Score -7480080 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -7482771.500000 Penalty: 1086.801025
	Iteration 2Q: 3 clusters Score -7482772 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -7486992.000000 Penalty: 1086.801025
	Iteration 3F: 3 clusters Score -7486992 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109112 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -7493677.000000 Penalty: 1086.801025
	Iteration 4F: 3 clusters Score -7493677 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120899 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -7503625.500000 Penalty: 1086.801025
	Iteration 5F: 3 clusters Score -7503626 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133377 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -7515928.000000 Penalty: 1086.801025
	Iteration 6F: 3 clusters Score -7515928 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143671 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -7526576.500000 Penalty: 1086.801025
	Iteration 7F: 3 clusters Score -7526576 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149800 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7532876.500000 Penalty: 1086.801025
	Iteration 8Q: 3 clusters Score -7532876 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152460 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7535449.000000 Penalty: 1086.801025
	Iteration 9Q: 3 clusters Score -7535449 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7536207.500000 Penalty: 1086.801025
	Iteration 10Q: 3 clusters Score -7536208 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153524 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7536379.000000 Penalty: 1086.801025
	Iteration 11Q: 3 clusters Score -7536379 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153609 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7536439.000000 Penalty: 1086.801025
	Iteration 12Q: 3 clusters Score -7536439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153637 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7536481.500000 Penalty: 1086.801025
	Iteration 13Q: 3 clusters Score -7536482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153652 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7536512.500000 Penalty: 1086.801025
	Iteration 14Q: 3 clusters Score -7536512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7536525.500000 Penalty: 1086.801025
	Iteration 15Q: 3 clusters Score -7536526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153653 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7536529.000000 Penalty: 1086.801025
	Iteration 16Q: 3 clusters Score -7536529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153653 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7536529.500000 Penalty: 1086.801025
	Iteration 17Q: 3 clusters Score -7536530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7536532.000000 Penalty: 1086.801025
	Iteration 18Q: 3 clusters Score -7536532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153649 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7536531.000000 Penalty: 1086.801025
	Iteration 19Q: 3 clusters Score -7536531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153650 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7536533.000000 Penalty: 1086.801025
	Iteration 20F: 3 clusters Score -7536533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153648 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7536532.000000 Penalty: 1086.801025
	Iteration 21Q: 3 clusters Score -7536532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153648 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7536533.000000 Penalty: 1086.801025
	Iteration 22Q: 3 clusters Score -7536533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153647 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7536534.000000 Penalty: 1086.801025
	Iteration 23Q: 3 clusters Score -7536534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153647 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7536534.000000 Penalty: 1086.801025
	Iteration 24F: 3 clusters Score -7536534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -1753.059204 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -1753.059 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 54 members 
Entering Unmasked Estep 
Score: -1587.073608 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -1587.074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1655.295898 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -1655.296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1664.971313 Penalty: 416.298676
	Iteration 2Q: 3 clusters Score -1664.971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1668.556763 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -1668.557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1668.556763 Penalty: 416.298676
	Iteration 4F: 3 clusters Score -1668.557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -61351.968750 Penalty: 322.712097
	Iteration 0F: 2 clusters Score -61351.97 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 622 members 
Entering Unmasked Estep 
Score: -60416.515625 Penalty: 645.424194
	Iteration 0F: 3 clusters Score -60416.52 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -60714.613281 Penalty: 645.424194
	Iteration 1F: 3 clusters Score -60714.61 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -60799.222656 Penalty: 645.424194
	Iteration 2F: 3 clusters Score -60799.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -60861.925781 Penalty: 645.424194
	Iteration 3F: 3 clusters Score -60861.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -60917.000000 Penalty: 645.424194
	Iteration 4F: 3 clusters Score -60917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -60952.917969 Penalty: 645.424194
	Iteration 5Q: 3 clusters Score -60952.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -60972.636719 Penalty: 645.424194
	Iteration 6Q: 3 clusters Score -60972.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -60991.308594 Penalty: 645.424194
	Iteration 7Q: 3 clusters Score -60991.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -61008.871094 Penalty: 645.424194
	Iteration 8Q: 3 clusters Score -61008.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -61036.523438 Penalty: 645.424194
	Iteration 9Q: 3 clusters Score -61036.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -61058.718750 Penalty: 645.424194
	Iteration 10Q: 3 clusters Score -61058.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -61068.351562 Penalty: 645.424194
	Iteration 11Q: 3 clusters Score -61068.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -61078.789062 Penalty: 645.424194
	Iteration 12Q: 3 clusters Score -61078.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -61090.152344 Penalty: 645.424194
	Iteration 13Q: 3 clusters Score -61090.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -61097.257812 Penalty: 645.424194
	Iteration 14Q: 3 clusters Score -61097.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -61098.003906 Penalty: 645.424194
	Iteration 15Q: 3 clusters Score -61098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -61099.625000 Penalty: 645.424194
	Iteration 16Q: 3 clusters Score -61099.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -61099.625000 Penalty: 645.424194
	Iteration 17F: 3 clusters Score -61099.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (99561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99561 members 
Entering Unmasked Estep 
Score: -4937581.500000 Penalty: 523.637939
	Iteration 0F: 2 clusters Score -4937582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -4870207.500000 Penalty: 1047.275879
	Iteration 0F: 3 clusters Score -4870208 nChanged 48622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -4900451.000000 Penalty: 1047.275879
	Iteration 1F: 3 clusters Score -4900451 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -4902924.000000 Penalty: 1047.275879
	Iteration 2F: 3 clusters Score -4902924 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -4907552.000000 Penalty: 1047.275879
	Iteration 3F: 3 clusters Score -4907552 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 78075 members 
Entering Unmasked Estep 
Score: -4914946.500000 Penalty: 1047.275879
	Iteration 4F: 3 clusters Score -4914946 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 87205 members 
Entering Unmasked Estep 
Score: -4924249.000000 Penalty: 1047.275879
	Iteration 5F: 3 clusters Score -4924249 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -4931919.000000 Penalty: 1047.275879
	Iteration 6F: 3 clusters Score -4931919 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -4935579.500000 Penalty: 1047.275879
	Iteration 7Q: 3 clusters Score -4935580 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -4936691.500000 Penalty: 1047.275879
	Iteration 8Q: 3 clusters Score -4936692 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -4936999.000000 Penalty: 1047.275879
	Iteration 9Q: 3 clusters Score -4936999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -4937071.500000 Penalty: 1047.275879
	Iteration 10Q: 3 clusters Score -4937072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -4937090.500000 Penalty: 1047.275879
	Iteration 11Q: 3 clusters Score -4937090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -4937111.000000 Penalty: 1047.275879
	Iteration 12Q: 3 clusters Score -4937111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -4937117.500000 Penalty: 1047.275879
	Iteration 13Q: 3 clusters Score -4937118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -4937121.000000 Penalty: 1047.275879
	Iteration 14Q: 3 clusters Score -4937121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -4937126.000000 Penalty: 1047.275879
	Iteration 15Q: 3 clusters Score -4937126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -4937125.000000 Penalty: 1047.275879
	Iteration 16Q: 3 clusters Score -4937125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -4937125.000000 Penalty: 1047.275879
	Iteration 17F: 3 clusters Score -4937125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -36250.222656 Penalty: 305.715088
	Iteration 0F: 2 clusters Score -36250.22 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 409 members 
Entering Unmasked Estep 
Score: -35511.199219 Penalty: 611.430176
	Iteration 0F: 3 clusters Score -35511.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35720.453125 Penalty: 611.430176
	Iteration 1F: 3 clusters Score -35720.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35753.437500 Penalty: 611.430176
	Iteration 2F: 3 clusters Score -35753.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -35767.769531 Penalty: 611.430176
	Iteration 3Q: 3 clusters Score -35767.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35779.902344 Penalty: 611.430176
	Iteration 4Q: 3 clusters Score -35779.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -35787.257812 Penalty: 611.430176
	Iteration 5Q: 3 clusters Score -35787.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -35795.839844 Penalty: 611.430176
	Iteration 6Q: 3 clusters Score -35795.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -35806.992188 Penalty: 611.430176
	Iteration 7Q: 3 clusters Score -35806.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -35828.156250 Penalty: 611.430176
	Iteration 8Q: 3 clusters Score -35828.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -35853.820312 Penalty: 611.430176
	Iteration 9Q: 3 clusters Score -35853.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -35895.816406 Penalty: 611.430176
	Iteration 10Q: 3 clusters Score -35895.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -35917.382812 Penalty: 611.430176
	Iteration 11Q: 3 clusters Score -35917.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -35936.878906 Penalty: 611.430176
	Iteration 12Q: 3 clusters Score -35936.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -35951.078125 Penalty: 611.430176
	Iteration 13Q: 3 clusters Score -35951.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35962.570312 Penalty: 611.430176
	Iteration 14Q: 3 clusters Score -35962.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -35973.953125 Penalty: 611.430176
	Iteration 15Q: 3 clusters Score -35973.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -35991.386719 Penalty: 611.430176
	Iteration 16Q: 3 clusters Score -35991.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -36012.808594 Penalty: 611.430176
	Iteration 17Q: 3 clusters Score -36012.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -36031.777344 Penalty: 611.430176
	Iteration 18Q: 3 clusters Score -36031.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -36048.804688 Penalty: 611.430176
	Iteration 19Q: 3 clusters Score -36048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -36058.359375 Penalty: 611.430176
	Iteration 20F: 3 clusters Score -36058.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -36064.660156 Penalty: 611.430176
	Iteration 21Q: 3 clusters Score -36064.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36066.500000 Penalty: 611.430176
	Iteration 22Q: 3 clusters Score -36066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -36066.832031 Penalty: 611.430176
	Iteration 23Q: 3 clusters Score -36066.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36067.199219 Penalty: 611.430176
	Iteration 24Q: 3 clusters Score -36067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36067.199219 Penalty: 611.430176
	Iteration 25F: 3 clusters Score -36067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3002.037354 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3002.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2827.770264 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2827.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2870.610352 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2870.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2872.900879 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -2872.901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2874.146973 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -2874.147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2877.123291 Penalty: 378.458374
	Iteration 4Q: 3 clusters Score -2877.123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2879.443359 Penalty: 378.458374
	Iteration 5Q: 3 clusters Score -2879.443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2882.622070 Penalty: 378.458374
	Iteration 6Q: 3 clusters Score -2882.622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2887.458984 Penalty: 378.458374
	Iteration 7Q: 3 clusters Score -2887.459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2887.458984 Penalty: 378.458374
	Iteration 8F: 3 clusters Score -2887.459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -8651.769531 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -8651.77 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 159 members 
Entering Unmasked Estep 
Score: -8324.512695 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -8324.513 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8424.669922 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -8424.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8463.784180 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -8463.784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8488.670898 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -8488.671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8504.564453 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -8504.564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8507.797852 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -8507.798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8512.668945 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -8512.669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8514.553711 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -8514.554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8517.106445 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -8517.106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8519.311523 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -8519.312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8520.606445 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -8520.606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8521.023438 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -8521.023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8521.277344 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -8521.277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8521.277344 Penalty: 512.765869
	Iteration 13F: 3 clusters Score -8521.277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -31264.958984 Penalty: 291.737732
	Iteration 0F: 2 clusters Score -31264.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30693.669922 Penalty: 583.475464
	Iteration 0F: 3 clusters Score -30693.67 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30841.591797 Penalty: 583.475464
	Iteration 1F: 3 clusters Score -30841.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -30881.478516 Penalty: 583.475464
	Iteration 2F: 3 clusters Score -30881.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30891.560547 Penalty: 583.475464
	Iteration 3Q: 3 clusters Score -30891.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30899.835938 Penalty: 583.475464
	Iteration 4Q: 3 clusters Score -30899.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30904.964844 Penalty: 583.475464
	Iteration 5Q: 3 clusters Score -30904.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30910.513672 Penalty: 583.475464
	Iteration 6Q: 3 clusters Score -30910.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30917.851562 Penalty: 583.475464
	Iteration 7Q: 3 clusters Score -30917.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30922.347656 Penalty: 583.475464
	Iteration 8Q: 3 clusters Score -30922.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30925.175781 Penalty: 583.475464
	Iteration 9Q: 3 clusters Score -30925.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30927.277344 Penalty: 583.475464
	Iteration 10Q: 3 clusters Score -30927.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30927.742188 Penalty: 583.475464
	Iteration 11Q: 3 clusters Score -30927.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30927.742188 Penalty: 583.475464
	Iteration 12F: 3 clusters Score -30927.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -60702.828125 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -60702.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -59799.421875 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -59799.42 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -60094.804688 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -60094.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -60190.207031 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -60190.21 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -60261.996094 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -60262 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60326.785156 Penalty: 643.126099
	Iteration 4F: 3 clusters Score -60326.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60386.773438 Penalty: 643.126099
	Iteration 5F: 3 clusters Score -60386.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60444.996094 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -60445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60483.613281 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -60483.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60501.023438 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -60501.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60515.500000 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -60515.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60534.222656 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -60534.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60548.156250 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -60548.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60554.738281 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -60554.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60564.117188 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -60564.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60572.019531 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -60572.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60583.734375 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -60583.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60595.250000 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -60595.25 nChanged 12
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: -60606.195312 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -60606.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60625.519531 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -60625.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60633.835938 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -60633.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60638.183594 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -60638.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60640.515625 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -60640.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60641.613281 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -60641.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60641.613281 Penalty: 643.126099
	Iteration 23F: 3 clusters Score -60641.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -88004.453125 Penalty: 348.727783
	Iteration 0F: 2 clusters Score -88004.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -86470.953125 Penalty: 697.455566
	Iteration 0F: 3 clusters Score -86470.95 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -87269.382812 Penalty: 697.455566
	Iteration 1F: 3 clusters Score -87269.38 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -87528.460938 Penalty: 697.455566
	Iteration 2F: 3 clusters Score -87528.46 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -87692.640625 Penalty: 697.455566
	Iteration 3F: 3 clusters Score -87692.64 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -87785.078125 Penalty: 697.455566
	Iteration 4F: 3 clusters Score -87785.08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -87845.945312 Penalty: 697.455566
	Iteration 5Q: 3 clusters Score -87845.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -87890.593750 Penalty: 697.455566
	Iteration 6Q: 3 clusters Score -87890.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -87919.320312 Penalty: 697.455566
	Iteration 7Q: 3 clusters Score -87919.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -87936.453125 Penalty: 697.455566
	Iteration 8Q: 3 clusters Score -87936.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -87958.398438 Penalty: 697.455566
	Iteration 9Q: 3 clusters Score -87958.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87976.234375 Penalty: 697.455566
	Iteration 10Q: 3 clusters Score -87976.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87985.648438 Penalty: 697.455566
	Iteration 11Q: 3 clusters Score -87985.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87990.914062 Penalty: 697.455566
	Iteration 12Q: 3 clusters Score -87990.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87993.148438 Penalty: 697.455566
	Iteration 13Q: 3 clusters Score -87993.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -87995.812500 Penalty: 697.455566
	Iteration 14Q: 3 clusters Score -87995.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87999.000000 Penalty: 697.455566
	Iteration 15Q: 3 clusters Score -87999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88002.140625 Penalty: 697.455566
	Iteration 16Q: 3 clusters Score -88002.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88004.382812 Penalty: 697.455566
	Iteration 17Q: 3 clusters Score -88004.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88006.062500 Penalty: 697.455566
	Iteration 18Q: 3 clusters Score -88006.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88008.039062 Penalty: 697.455566
	Iteration 19Q: 3 clusters Score -88008.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88009.125000 Penalty: 697.455566
	Iteration 20F: 3 clusters Score -88009.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88009.781250 Penalty: 697.455566
	Iteration 21Q: 3 clusters Score -88009.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88009.843750 Penalty: 697.455566
	Iteration 22Q: 3 clusters Score -88009.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88009.843750 Penalty: 697.455566
	Iteration 23F: 3 clusters Score -88009.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171248 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 85079 members 
Mstep: Class 4 contains 23545 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35226 members 
Mstep: Class 9 contains 234026 members 
Mstep: Class 10 contains 36906 members 
Mstep: Class 11 contains 40935 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215198 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54553 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 93038 members 
Mstep: Class 21 contains 2771 members 
Mstep: Class 22 contains 5630 members 
Mstep: Class 23 contains 14258 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 5892 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18989 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 141512 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111727 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 153717 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 99561 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 609 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 1718 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18957 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 19890 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 103885 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 217255 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90800936.000000 Penalty: 51429.734375
Splitting cluster 51 changes total score from -90801448.000000 to -90800936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -51439.589844 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -51439.59 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 506 members 
Entering Unmasked Estep 
Score: -50588.023438 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -50588.02 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -50926.457031 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -50926.46 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -50997.269531 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -50997.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -51067.523438 Penalty: 632.262268
	Iteration 3F: 3 clusters Score -51067.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -51118.097656 Penalty: 632.262268
	Iteration 4F: 3 clusters Score -51118.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -51146.527344 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -51146.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -51165.976562 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -51165.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -51178.949219 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -51178.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -51191.539062 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -51191.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -51205.703125 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -51205.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -51216.644531 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -51216.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -51225.343750 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -51225.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -51233.375000 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -51233.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -51243.953125 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -51243.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -51255.277344 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -51255.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -51269.195312 Penalty: 632.262268
	Iteration 15Q: 3 clusters Score -51269.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -51284.187500 Penalty: 632.262268
	Iteration 16Q: 3 clusters Score -51284.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -51299.000000 Penalty: 632.262268
	Iteration 17Q: 3 clusters Score -51299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -51319.378906 Penalty: 632.262268
	Iteration 18Q: 3 clusters Score -51319.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51349.484375 Penalty: 632.262268
	Iteration 19Q: 3 clusters Score -51349.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51383.515625 Penalty: 632.262268
	Iteration 20F: 3 clusters Score -51383.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -51403.558594 Penalty: 632.262268
	Iteration 21Q: 3 clusters Score -51403.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -51414.582031 Penalty: 632.262268
	Iteration 22Q: 3 clusters Score -51414.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -51420.867188 Penalty: 632.262268
	Iteration 23Q: 3 clusters Score -51420.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -51425.917969 Penalty: 632.262268
	Iteration 24Q: 3 clusters Score -51425.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -51427.609375 Penalty: 632.262268
	Iteration 25Q: 3 clusters Score -51427.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -51427.730469 Penalty: 632.262268
	Iteration 26Q: 3 clusters Score -51427.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -51427.730469 Penalty: 632.262268
	Iteration 27F: 3 clusters Score -51427.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -15808.382812 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -15808.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15434.478516 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -15434.48 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15537.517578 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -15537.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15596.799805 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -15596.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15642.125977 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -15642.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15662.888672 Penalty: 524.632385
	Iteration 4F: 3 clusters Score -15662.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15676.339844 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -15676.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15679.791016 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -15679.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15681.347656 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -15681.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15681.347656 Penalty: 524.632385
	Iteration 8F: 3 clusters Score -15681.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -49919.769531 Penalty: 315.912079
	Iteration 0F: 2 clusters Score -49919.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49103.667969 Penalty: 631.824158
	Iteration 0F: 3 clusters Score -49103.67 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -49316.472656 Penalty: 631.824158
	Iteration 1F: 3 clusters Score -49316.47 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -49362.707031 Penalty: 631.824158
	Iteration 2F: 3 clusters Score -49362.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -49429.960938 Penalty: 631.824158
	Iteration 3F: 3 clusters Score -49429.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -49477.335938 Penalty: 631.824158
	Iteration 4F: 3 clusters Score -49477.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -49503.726562 Penalty: 631.824158
	Iteration 5Q: 3 clusters Score -49503.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -49530.027344 Penalty: 631.824158
	Iteration 6Q: 3 clusters Score -49530.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -49546.347656 Penalty: 631.824158
	Iteration 7Q: 3 clusters Score -49546.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -49556.519531 Penalty: 631.824158
	Iteration 8Q: 3 clusters Score -49556.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -49565.984375 Penalty: 631.824158
	Iteration 9Q: 3 clusters Score -49565.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -49573.140625 Penalty: 631.824158
	Iteration 10Q: 3 clusters Score -49573.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -49575.160156 Penalty: 631.824158
	Iteration 11Q: 3 clusters Score -49575.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -49578.851562 Penalty: 631.824158
	Iteration 12Q: 3 clusters Score -49578.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49583.500000 Penalty: 631.824158
	Iteration 13Q: 3 clusters Score -49583.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49588.781250 Penalty: 631.824158
	Iteration 14Q: 3 clusters Score -49588.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49593.621094 Penalty: 631.824158
	Iteration 15Q: 3 clusters Score -49593.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -49596.378906 Penalty: 631.824158
	Iteration 16Q: 3 clusters Score -49596.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49598.976562 Penalty: 631.824158
	Iteration 17Q: 3 clusters Score -49598.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -49601.964844 Penalty: 631.824158
	Iteration 18Q: 3 clusters Score -49601.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -49603.632812 Penalty: 631.824158
	Iteration 19Q: 3 clusters Score -49603.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -49604.632812 Penalty: 631.824158
	Iteration 20F: 3 clusters Score -49604.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -49605.082031 Penalty: 631.824158
	Iteration 21Q: 3 clusters Score -49605.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49605.507812 Penalty: 631.824158
	Iteration 22Q: 3 clusters Score -49605.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -49605.968750 Penalty: 631.824158
	Iteration 23Q: 3 clusters Score -49605.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -49606.304688 Penalty: 631.824158
	Iteration 24Q: 3 clusters Score -49606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -49606.761719 Penalty: 631.824158
	Iteration 25Q: 3 clusters Score -49606.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -49606.761719 Penalty: 631.824158
	Iteration 26F: 3 clusters Score -49606.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -99419.843750 Penalty: 344.759033
	Iteration 0F: 2 clusters Score -99419.84 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 986 members 
Entering Unmasked Estep 
Score: -97998.812500 Penalty: 689.518066
	Iteration 0F: 3 clusters Score -97998.81 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -98476.320312 Penalty: 689.518066
	Iteration 1F: 3 clusters Score -98476.32 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -98552.664062 Penalty: 689.518066
	Iteration 2F: 3 clusters Score -98552.66 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -98615.390625 Penalty: 689.518066
	Iteration 3F: 3 clusters Score -98615.39 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -98668.203125 Penalty: 689.518066
	Iteration 4Q: 3 clusters Score -98668.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -98730.429688 Penalty: 689.518066
	Iteration 5Q: 3 clusters Score -98730.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -98804.460938 Penalty: 689.518066
	Iteration 6Q: 3 clusters Score -98804.46 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -98874.945312 Penalty: 689.518066
	Iteration 7Q: 3 clusters Score -98874.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -98931.335938 Penalty: 689.518066
	Iteration 8Q: 3 clusters Score -98931.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -98958.570312 Penalty: 689.518066
	Iteration 9Q: 3 clusters Score -98958.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -98977.203125 Penalty: 689.518066
	Iteration 10Q: 3 clusters Score -98977.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -98989.140625 Penalty: 689.518066
	Iteration 11Q: 3 clusters Score -98989.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -98995.632812 Penalty: 689.518066
	Iteration 12Q: 3 clusters Score -98995.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -99001.382812 Penalty: 689.518066
	Iteration 13Q: 3 clusters Score -99001.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -99010.710938 Penalty: 689.518066
	Iteration 14Q: 3 clusters Score -99010.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -99017.609375 Penalty: 689.518066
	Iteration 15Q: 3 clusters Score -99017.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -99019.640625 Penalty: 689.518066
	Iteration 16Q: 3 clusters Score -99019.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -99020.875000 Penalty: 689.518066
	Iteration 17Q: 3 clusters Score -99020.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -99021.343750 Penalty: 689.518066
	Iteration 18Q: 3 clusters Score -99021.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -99021.960938 Penalty: 689.518066
	Iteration 19Q: 3 clusters Score -99021.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -99022.757812 Penalty: 689.518066
	Iteration 20F: 3 clusters Score -99022.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -99024.164062 Penalty: 689.518066
	Iteration 21Q: 3 clusters Score -99024.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -99024.781250 Penalty: 689.518066
	Iteration 22Q: 3 clusters Score -99024.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -99025.062500 Penalty: 689.518066
	Iteration 23Q: 3 clusters Score -99025.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -99025.250000 Penalty: 689.518066
	Iteration 24Q: 3 clusters Score -99025.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -99025.273438 Penalty: 689.518066
	Iteration 25Q: 3 clusters Score -99025.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -99025.359375 Penalty: 689.518066
	Iteration 26Q: 3 clusters Score -99025.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -99025.359375 Penalty: 689.518066
	Iteration 27F: 3 clusters Score -99025.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -17288.871094 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -17288.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16922.458984 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -16922.46 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17023.179688 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -17023.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17058.169922 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -17058.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17094.335938 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -17094.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17111.812500 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -17111.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17118.599609 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -17118.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17128.544922 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -17128.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17139.152344 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -17139.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17143.285156 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -17143.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17158.076172 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -17158.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17180.474609 Penalty: 526.607666
	Iteration 10Q: 3 clusters Score -17180.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17203.419922 Penalty: 526.607666
	Iteration 11Q: 3 clusters Score -17203.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17219.130859 Penalty: 526.607666
	Iteration 12Q: 3 clusters Score -17219.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17232.830078 Penalty: 526.607666
	Iteration 13Q: 3 clusters Score -17232.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17239.582031 Penalty: 526.607666
	Iteration 14Q: 3 clusters Score -17239.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17245.875000 Penalty: 526.607666
	Iteration 15Q: 3 clusters Score -17245.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17248.472656 Penalty: 526.607666
	Iteration 16Q: 3 clusters Score -17248.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17250.531250 Penalty: 526.607666
	Iteration 17Q: 3 clusters Score -17250.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17251.541016 Penalty: 526.607666
	Iteration 18Q: 3 clusters Score -17251.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17251.541016 Penalty: 526.607666
	Iteration 19F: 3 clusters Score -17251.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -17711.746094 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -17711.75 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 169 members 
Entering Unmasked Estep 
Score: -17319.027344 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -17319.03 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17386.146484 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -17386.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17412.146484 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -17412.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17426.652344 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -17426.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17433.519531 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -17433.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17439.132812 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -17439.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17441.539062 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -17441.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17442.357422 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -17442.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17444.605469 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -17444.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17447.068359 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -17447.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17449.453125 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -17449.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17456.150391 Penalty: 530.967773
	Iteration 11Q: 3 clusters Score -17456.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17460.437500 Penalty: 530.967773
	Iteration 12Q: 3 clusters Score -17460.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17464.644531 Penalty: 530.967773
	Iteration 13Q: 3 clusters Score -17464.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17471.056641 Penalty: 530.967773
	Iteration 14Q: 3 clusters Score -17471.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17476.857422 Penalty: 530.967773
	Iteration 15Q: 3 clusters Score -17476.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17480.066406 Penalty: 530.967773
	Iteration 16Q: 3 clusters Score -17480.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17484.687500 Penalty: 530.967773
	Iteration 17Q: 3 clusters Score -17484.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17487.371094 Penalty: 530.967773
	Iteration 18Q: 3 clusters Score -17487.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17489.902344 Penalty: 530.967773
	Iteration 19Q: 3 clusters Score -17489.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17489.902344 Penalty: 530.967773
	Iteration 20F: 3 clusters Score -17489.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3954.175293 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3954.175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3762.636719 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3762.637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3826.358643 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3826.359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3846.849854 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -3846.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3862.655518 Penalty: 398.764435
	Iteration 3Q: 3 clusters Score -3862.656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3866.962158 Penalty: 398.764435
	Iteration 4Q: 3 clusters Score -3866.962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3866.962158 Penalty: 398.764435
	Iteration 5F: 3 clusters Score -3866.962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Entering Unmasked Estep 
Score: -339620.406250 Penalty: 401.220734
	Iteration 0F: 2 clusters Score -339620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -335032.093750 Penalty: 802.441467
	Iteration 0F: 3 clusters Score -335032.1 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -336912.156250 Penalty: 802.441467
	Iteration 1F: 3 clusters Score -336912.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -337176.562500 Penalty: 802.441467
	Iteration 2F: 3 clusters Score -337176.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -337452.343750 Penalty: 802.441467
	Iteration 3F: 3 clusters Score -337452.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -337732.250000 Penalty: 802.441467
	Iteration 4F: 3 clusters Score -337732.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -338008.281250 Penalty: 802.441467
	Iteration 5F: 3 clusters Score -338008.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -338230.156250 Penalty: 802.441467
	Iteration 6F: 3 clusters Score -338230.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -338354.687500 Penalty: 802.441467
	Iteration 7Q: 3 clusters Score -338354.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -338440.687500 Penalty: 802.441467
	Iteration 8Q: 3 clusters Score -338440.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -338475.718750 Penalty: 802.441467
	Iteration 9Q: 3 clusters Score -338475.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -338495.156250 Penalty: 802.441467
	Iteration 10Q: 3 clusters Score -338495.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -338505.687500 Penalty: 802.441467
	Iteration 11Q: 3 clusters Score -338505.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -338513.031250 Penalty: 802.441467
	Iteration 12Q: 3 clusters Score -338513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -338518.250000 Penalty: 802.441467
	Iteration 13Q: 3 clusters Score -338518.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -338525.843750 Penalty: 802.441467
	Iteration 14Q: 3 clusters Score -338525.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -338529.593750 Penalty: 802.441467
	Iteration 15Q: 3 clusters Score -338529.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -338531.531250 Penalty: 802.441467
	Iteration 16Q: 3 clusters Score -338531.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -338534.468750 Penalty: 802.441467
	Iteration 17Q: 3 clusters Score -338534.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -338536.375000 Penalty: 802.441467
	Iteration 18Q: 3 clusters Score -338536.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -338536.531250 Penalty: 802.441467
	Iteration 19Q: 3 clusters Score -338536.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -338538.531250 Penalty: 802.441467
	Iteration 20F: 3 clusters Score -338538.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -338540.656250 Penalty: 802.441467
	Iteration 21Q: 3 clusters Score -338540.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -338541.968750 Penalty: 802.441467
	Iteration 22Q: 3 clusters Score -338542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -338543.437500 Penalty: 802.441467
	Iteration 23Q: 3 clusters Score -338543.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -338545.218750 Penalty: 802.441467
	Iteration 24Q: 3 clusters Score -338545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -338547.500000 Penalty: 802.441467
	Iteration 25Q: 3 clusters Score -338547.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -338549.937500 Penalty: 802.441467
	Iteration 26Q: 3 clusters Score -338549.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -338554.031250 Penalty: 802.441467
	Iteration 27Q: 3 clusters Score -338554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -338553.781250 Penalty: 802.441467
	Iteration 28Q: 3 clusters Score -338553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -338555.531250 Penalty: 802.441467
	Iteration 29Q: 3 clusters Score -338555.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -338558.156250 Penalty: 802.441467
	Iteration 30Q: 3 clusters Score -338558.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -338561.312500 Penalty: 802.441467
	Iteration 31Q: 3 clusters Score -338561.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -338565.687500 Penalty: 802.441467
	Iteration 32Q: 3 clusters Score -338565.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -338571.468750 Penalty: 802.441467
	Iteration 33Q: 3 clusters Score -338571.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -338575.500000 Penalty: 802.441467
	Iteration 34Q: 3 clusters Score -338575.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -338579.687500 Penalty: 802.441467
	Iteration 35Q: 3 clusters Score -338579.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -338584.093750 Penalty: 802.441467
	Iteration 36Q: 3 clusters Score -338584.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -338584.437500 Penalty: 802.441467
	Iteration 37Q: 3 clusters Score -338584.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -338586.593750 Penalty: 802.441467
	Iteration 38Q: 3 clusters Score -338586.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -338588.625000 Penalty: 802.441467
	Iteration 39Q: 3 clusters Score -338588.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -338591.437500 Penalty: 802.441467
	Iteration 40F: 3 clusters Score -338591.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -338594.000000 Penalty: 802.441467
	Iteration 41Q: 3 clusters Score -338594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -338595.218750 Penalty: 802.441467
	Iteration 42Q: 3 clusters Score -338595.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -338597.093750 Penalty: 802.441467
	Iteration 43Q: 3 clusters Score -338597.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -338601.312500 Penalty: 802.441467
	Iteration 44Q: 3 clusters Score -338601.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -338604.406250 Penalty: 802.441467
	Iteration 45Q: 3 clusters Score -338604.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -338606.875000 Penalty: 802.441467
	Iteration 46Q: 3 clusters Score -338606.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -338609.531250 Penalty: 802.441467
	Iteration 47Q: 3 clusters Score -338609.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -338611.812500 Penalty: 802.441467
	Iteration 48Q: 3 clusters Score -338611.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -338613.531250 Penalty: 802.441467
	Iteration 49Q: 3 clusters Score -338613.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -338618.187500 Penalty: 802.441467
	Iteration 50Q: 3 clusters Score -338618.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -338619.093750 Penalty: 802.441467
	Iteration 51Q: 3 clusters Score -338619.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -338619.875000 Penalty: 802.441467
	Iteration 52Q: 3 clusters Score -338619.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -338622.093750 Penalty: 802.441467
	Iteration 53Q: 3 clusters Score -338622.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -338622.812500 Penalty: 802.441467
	Iteration 54Q: 3 clusters Score -338622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -338623.718750 Penalty: 802.441467
	Iteration 55Q: 3 clusters Score -338623.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -338624.437500 Penalty: 802.441467
	Iteration 56Q: 3 clusters Score -338624.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -338625.500000 Penalty: 802.441467
	Iteration 57Q: 3 clusters Score -338625.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -338626.656250 Penalty: 802.441467
	Iteration 58Q: 3 clusters Score -338626.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -338629.968750 Penalty: 802.441467
	Iteration 59Q: 3 clusters Score -338630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -338633.937500 Penalty: 802.441467
	Iteration 60F: 3 clusters Score -338633.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -338635.968750 Penalty: 802.441467
	Iteration 61Q: 3 clusters Score -338636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -338636.406250 Penalty: 802.441467
	Iteration 62Q: 3 clusters Score -338636.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -338636.687500 Penalty: 802.441467
	Iteration 63Q: 3 clusters Score -338636.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -338637.375000 Penalty: 802.441467
	Iteration 64Q: 3 clusters Score -338637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -338636.937500 Penalty: 802.441467
	Iteration 65Q: 3 clusters Score -338636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -338637.406250 Penalty: 802.441467
	Iteration 66Q: 3 clusters Score -338637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -338636.750000 Penalty: 802.441467
	Iteration 67Q: 3 clusters Score -338636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -338638.000000 Penalty: 802.441467
	Iteration 68Q: 3 clusters Score -338638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -338638.062500 Penalty: 802.441467
	Iteration 69Q: 3 clusters Score -338638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -338638.187500 Penalty: 802.441467
	Iteration 70Q: 3 clusters Score -338638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -338638.062500 Penalty: 802.441467
	Iteration 71Q: 3 clusters Score -338638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -338638.437500 Penalty: 802.441467
	Iteration 72Q: 3 clusters Score -338638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -338638.812500 Penalty: 802.441467
	Iteration 73Q: 3 clusters Score -338638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -338639.812500 Penalty: 802.441467
	Iteration 74Q: 3 clusters Score -338639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -338639.406250 Penalty: 802.441467
	Iteration 75Q: 3 clusters Score -338639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -338640.375000 Penalty: 802.441467
	Iteration 76Q: 3 clusters Score -338640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -338640.500000 Penalty: 802.441467
	Iteration 77Q: 3 clusters Score -338640.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -338641.375000 Penalty: 802.441467
	Iteration 78Q: 3 clusters Score -338641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -338641.343750 Penalty: 802.441467
	Iteration 79Q: 3 clusters Score -338641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -338641.656250 Penalty: 802.441467
	Iteration 80F: 3 clusters Score -338641.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -338642.937500 Penalty: 802.441467
	Iteration 81Q: 3 clusters Score -338642.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -338643.781250 Penalty: 802.441467
	Iteration 82Q: 3 clusters Score -338643.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -338644.312500 Penalty: 802.441467
	Iteration 83Q: 3 clusters Score -338644.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -338645.343750 Penalty: 802.441467
	Iteration 84Q: 3 clusters Score -338645.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -338647.562500 Penalty: 802.441467
	Iteration 85Q: 3 clusters Score -338647.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -338650.312500 Penalty: 802.441467
	Iteration 86Q: 3 clusters Score -338650.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -338653.281250 Penalty: 802.441467
	Iteration 87Q: 3 clusters Score -338653.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -338655.625000 Penalty: 802.441467
	Iteration 88Q: 3 clusters Score -338655.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -338658.031250 Penalty: 802.441467
	Iteration 89Q: 3 clusters Score -338658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -338661.218750 Penalty: 802.441467
	Iteration 90Q: 3 clusters Score -338661.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -338665.843750 Penalty: 802.441467
	Iteration 91Q: 3 clusters Score -338665.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -338670.187500 Penalty: 802.441467
	Iteration 92Q: 3 clusters Score -338670.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -338675.187500 Penalty: 802.441467
	Iteration 93Q: 3 clusters Score -338675.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -338681.625000 Penalty: 802.441467
	Iteration 94Q: 3 clusters Score -338681.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -338686.406250 Penalty: 802.441467
	Iteration 95Q: 3 clusters Score -338686.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -338691.250000 Penalty: 802.441467
	Iteration 96Q: 3 clusters Score -338691.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -338698.875000 Penalty: 802.441467
	Iteration 97Q: 3 clusters Score -338698.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -338710.000000 Penalty: 802.441467
	Iteration 98Q: 3 clusters Score -338710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -338722.687500 Penalty: 802.441467
	Iteration 99Q: 3 clusters Score -338722.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -338737.406250 Penalty: 802.441467
	Iteration 100F: 3 clusters Score -338737.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -338751.125000 Penalty: 802.441467
	Iteration 101Q: 3 clusters Score -338751.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -338762.531250 Penalty: 802.441467
	Iteration 102Q: 3 clusters Score -338762.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -338777.468750 Penalty: 802.441467
	Iteration 103Q: 3 clusters Score -338777.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -338788.781250 Penalty: 802.441467
	Iteration 104Q: 3 clusters Score -338788.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -338803.687500 Penalty: 802.441467
	Iteration 105Q: 3 clusters Score -338803.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -338824.968750 Penalty: 802.441467
	Iteration 106Q: 3 clusters Score -338825 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -338839.562500 Penalty: 802.441467
	Iteration 107Q: 3 clusters Score -338839.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -338854.531250 Penalty: 802.441467
	Iteration 108Q: 3 clusters Score -338854.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -338876.625000 Penalty: 802.441467
	Iteration 109Q: 3 clusters Score -338876.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -338893.281250 Penalty: 802.441467
	Iteration 110Q: 3 clusters Score -338893.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -338908.531250 Penalty: 802.441467
	Iteration 111Q: 3 clusters Score -338908.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -338925.250000 Penalty: 802.441467
	Iteration 112Q: 3 clusters Score -338925.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -338936.906250 Penalty: 802.441467
	Iteration 113Q: 3 clusters Score -338936.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -338947.437500 Penalty: 802.441467
	Iteration 114Q: 3 clusters Score -338947.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -338955.062500 Penalty: 802.441467
	Iteration 115Q: 3 clusters Score -338955.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -338963.343750 Penalty: 802.441467
	Iteration 116Q: 3 clusters Score -338963.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -338974.812500 Penalty: 802.441467
	Iteration 117Q: 3 clusters Score -338974.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -338996.687500 Penalty: 802.441467
	Iteration 118Q: 3 clusters Score -338996.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -339026.031250 Penalty: 802.441467
	Iteration 119Q: 3 clusters Score -339026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -339051.812500 Penalty: 802.441467
	Iteration 120F: 3 clusters Score -339051.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -339071.125000 Penalty: 802.441467
	Iteration 121Q: 3 clusters Score -339071.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -339092.062500 Penalty: 802.441467
	Iteration 122Q: 3 clusters Score -339092.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -339108.750000 Penalty: 802.441467
	Iteration 123Q: 3 clusters Score -339108.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -339122.312500 Penalty: 802.441467
	Iteration 124Q: 3 clusters Score -339122.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -339139.062500 Penalty: 802.441467
	Iteration 125Q: 3 clusters Score -339139.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -339155.718750 Penalty: 802.441467
	Iteration 126Q: 3 clusters Score -339155.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -339175.718750 Penalty: 802.441467
	Iteration 127Q: 3 clusters Score -339175.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -339197.093750 Penalty: 802.441467
	Iteration 128Q: 3 clusters Score -339197.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -339213.062500 Penalty: 802.441467
	Iteration 129Q: 3 clusters Score -339213.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -339231.250000 Penalty: 802.441467
	Iteration 130Q: 3 clusters Score -339231.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -339254.406250 Penalty: 802.441467
	Iteration 131Q: 3 clusters Score -339254.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -339278.656250 Penalty: 802.441467
	Iteration 132Q: 3 clusters Score -339278.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -339299.687500 Penalty: 802.441467
	Iteration 133Q: 3 clusters Score -339299.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -339315.000000 Penalty: 802.441467
	Iteration 134Q: 3 clusters Score -339315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -339332.156250 Penalty: 802.441467
	Iteration 135Q: 3 clusters Score -339332.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -339346.250000 Penalty: 802.441467
	Iteration 136Q: 3 clusters Score -339346.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -339357.500000 Penalty: 802.441467
	Iteration 137Q: 3 clusters Score -339357.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -339364.875000 Penalty: 802.441467
	Iteration 138Q: 3 clusters Score -339364.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -339370.187500 Penalty: 802.441467
	Iteration 139Q: 3 clusters Score -339370.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -339384.531250 Penalty: 802.441467
	Iteration 140F: 3 clusters Score -339384.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -339392.562500 Penalty: 802.441467
	Iteration 141Q: 3 clusters Score -339392.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -339397.562500 Penalty: 802.441467
	Iteration 142Q: 3 clusters Score -339397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -339401.500000 Penalty: 802.441467
	Iteration 143Q: 3 clusters Score -339401.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -339403.593750 Penalty: 802.441467
	Iteration 144Q: 3 clusters Score -339403.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -339404.281250 Penalty: 802.441467
	Iteration 145Q: 3 clusters Score -339404.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -339404.281250 Penalty: 802.441467
	Iteration 146F: 3 clusters Score -339404.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (18957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Entering Unmasked Estep 
Score: -986911.875000 Penalty: 448.171753
	Iteration 0F: 2 clusters Score -986911.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -974179.562500 Penalty: 896.343506
	Iteration 0F: 3 clusters Score -974179.6 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -979470.750000 Penalty: 896.343506
	Iteration 1F: 3 clusters Score -979470.8 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -979867.750000 Penalty: 896.343506
	Iteration 2Q: 3 clusters Score -979867.8 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -980567.500000 Penalty: 896.343506
	Iteration 3F: 3 clusters Score -980567.5 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -981729.250000 Penalty: 896.343506
	Iteration 4F: 3 clusters Score -981729.2 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -983352.062500 Penalty: 896.343506
	Iteration 5F: 3 clusters Score -983352.1 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -985049.187500 Penalty: 896.343506
	Iteration 6F: 3 clusters Score -985049.2 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -986067.375000 Penalty: 896.343506
	Iteration 7Q: 3 clusters Score -986067.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -986399.562500 Penalty: 896.343506
	Iteration 8Q: 3 clusters Score -986399.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -986475.000000 Penalty: 896.343506
	Iteration 9Q: 3 clusters Score -986475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -986495.875000 Penalty: 896.343506
	Iteration 10Q: 3 clusters Score -986495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -986507.500000 Penalty: 896.343506
	Iteration 11Q: 3 clusters Score -986507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -986512.187500 Penalty: 896.343506
	Iteration 12Q: 3 clusters Score -986512.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -986512.187500 Penalty: 896.343506
	Iteration 13F: 3 clusters Score -986512.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -5779.149902 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -5779.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5535.777832 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -5535.778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5575.798828 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -5575.799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5587.706543 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -5587.707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5588.912598 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -5588.913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5588.912598 Penalty: 456.572449
	Iteration 4F: 3 clusters Score -5588.913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7097.948242 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7097.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6863.000000 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6919.788086 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6919.788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6939.342285 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6939.342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6951.292480 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6951.292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6958.544922 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6958.545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6960.562500 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6960.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6960.562500 Penalty: 448.380096
	Iteration 6F: 3 clusters Score -6960.562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4009.663574 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4009.664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3843.169189 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -3843.169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3897.454590 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -3897.455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3901.973633 Penalty: 412.466553
	Iteration 2Q: 3 clusters Score -3901.974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3901.973633 Penalty: 412.466553
	Iteration 3F: 3 clusters Score -3901.974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (19890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Entering Unmasked Estep 
Score: -1034894.687500 Penalty: 450.357727
	Iteration 0F: 2 clusters Score -1034895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1021531.500000 Penalty: 900.715454
	Iteration 0F: 3 clusters Score -1021532 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1026910.875000 Penalty: 900.715454
	Iteration 1F: 3 clusters Score -1026911 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1027129.750000 Penalty: 900.715454
	Iteration 2Q: 3 clusters Score -1027130 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1027341.812500 Penalty: 900.715454
	Iteration 3Q: 3 clusters Score -1027342 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1027577.312500 Penalty: 900.715454
	Iteration 4Q: 3 clusters Score -1027577 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1027814.937500 Penalty: 900.715454
	Iteration 5Q: 3 clusters Score -1027815 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1028048.312500 Penalty: 900.715454
	Iteration 6Q: 3 clusters Score -1028048 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1028273.937500 Penalty: 900.715454
	Iteration 7Q: 3 clusters Score -1028274 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1028502.812500 Penalty: 900.715454
	Iteration 8Q: 3 clusters Score -1028503 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1028771.187500 Penalty: 900.715454
	Iteration 9Q: 3 clusters Score -1028771 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1029096.250000 Penalty: 900.715454
	Iteration 10Q: 3 clusters Score -1029096 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1029496.375000 Penalty: 900.715454
	Iteration 11Q: 3 clusters Score -1029496 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1030071.000000 Penalty: 900.715454
	Iteration 12Q: 3 clusters Score -1030071 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1030862.375000 Penalty: 900.715454
	Iteration 13F: 3 clusters Score -1030862 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1031913.125000 Penalty: 900.715454
	Iteration 14F: 3 clusters Score -1031913 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1032987.062500 Penalty: 900.715454
	Iteration 15F: 3 clusters Score -1032987 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1033866.500000 Penalty: 900.715454
	Iteration 16Q: 3 clusters Score -1033866 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1034318.187500 Penalty: 900.715454
	Iteration 17Q: 3 clusters Score -1034318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -1034430.250000 Penalty: 900.715454
	Iteration 18Q: 3 clusters Score -1034430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1034464.625000 Penalty: 900.715454
	Iteration 19Q: 3 clusters Score -1034465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1034477.437500 Penalty: 900.715454
	Iteration 20F: 3 clusters Score -1034477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -1034486.437500 Penalty: 900.715454
	Iteration 21Q: 3 clusters Score -1034486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1034497.937500 Penalty: 900.715454
	Iteration 22Q: 3 clusters Score -1034498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1034497.812500 Penalty: 900.715454
	Iteration 23Q: 3 clusters Score -1034498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1034500.250000 Penalty: 900.715454
	Iteration 24Q: 3 clusters Score -1034500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1034500.250000 Penalty: 900.715454
	Iteration 25F: 3 clusters Score -1034500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7796.880859 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7796.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7548.511230 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7548.511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7601.282227 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7601.282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7611.753906 Penalty: 458.362671
	Iteration 2Q: 3 clusters Score -7611.754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7622.526367 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7622.526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7626.362305 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7626.362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7629.253906 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -7629.254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7629.253906 Penalty: 458.362671
	Iteration 6F: 3 clusters Score -7629.254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -28721.910156 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -28721.91 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 290 members 
Entering Unmasked Estep 
Score: -28197.765625 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -28197.77 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28377.564453 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -28377.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28420.843750 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -28420.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28445.771484 Penalty: 579.348816
	Iteration 3Q: 3 clusters Score -28445.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28474.482422 Penalty: 579.348816
	Iteration 4Q: 3 clusters Score -28474.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28507.533203 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -28507.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28539.625000 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -28539.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28562.298828 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -28562.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28570.207031 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -28570.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28575.343750 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -28575.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28577.804688 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -28577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28583.011719 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -28583.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28584.003906 Penalty: 579.348816
	Iteration 12Q: 3 clusters Score -28584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28584.251953 Penalty: 579.348816
	Iteration 13Q: 3 clusters Score -28584.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28584.251953 Penalty: 579.348816
	Iteration 14F: 3 clusters Score -28584.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -18857.792969 Penalty: 270.990601
	Iteration 0F: 2 clusters Score -18857.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18426.070312 Penalty: 541.981201
	Iteration 0F: 3 clusters Score -18426.07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18602.263672 Penalty: 541.981201
	Iteration 1F: 3 clusters Score -18602.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18660.343750 Penalty: 541.981201
	Iteration 2F: 3 clusters Score -18660.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18679.589844 Penalty: 541.981201
	Iteration 3Q: 3 clusters Score -18679.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18688.314453 Penalty: 541.981201
	Iteration 4Q: 3 clusters Score -18688.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18693.470703 Penalty: 541.981201
	Iteration 5Q: 3 clusters Score -18693.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18701.070312 Penalty: 541.981201
	Iteration 6Q: 3 clusters Score -18701.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18710.353516 Penalty: 541.981201
	Iteration 7Q: 3 clusters Score -18710.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18717.658203 Penalty: 541.981201
	Iteration 8Q: 3 clusters Score -18717.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18728.925781 Penalty: 541.981201
	Iteration 9Q: 3 clusters Score -18728.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18732.480469 Penalty: 541.981201
	Iteration 10Q: 3 clusters Score -18732.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18734.482422 Penalty: 541.981201
	Iteration 11Q: 3 clusters Score -18734.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18736.546875 Penalty: 541.981201
	Iteration 12Q: 3 clusters Score -18736.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18736.546875 Penalty: 541.981201
	Iteration 13F: 3 clusters Score -18736.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (103885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Entering Unmasked Estep 
Score: -5260402.000000 Penalty: 525.572327
	Iteration 0F: 2 clusters Score -5260402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -5191378.000000 Penalty: 1051.144653
	Iteration 0F: 3 clusters Score -5191378 nChanged 50693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -5222448.500000 Penalty: 1051.144653
	Iteration 1F: 3 clusters Score -5222448 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5225408.000000 Penalty: 1051.144653
	Iteration 2F: 3 clusters Score -5225408 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -5231359.000000 Penalty: 1051.144653
	Iteration 3F: 3 clusters Score -5231359 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -5240852.000000 Penalty: 1051.144653
	Iteration 4F: 3 clusters Score -5240852 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -5250971.500000 Penalty: 1051.144653
	Iteration 5F: 3 clusters Score -5250972 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101041 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5257046.500000 Penalty: 1051.144653
	Iteration 6F: 3 clusters Score -5257046 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5259333.000000 Penalty: 1051.144653
	Iteration 7Q: 3 clusters Score -5259333 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5259814.000000 Penalty: 1051.144653
	Iteration 8Q: 3 clusters Score -5259814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5259892.000000 Penalty: 1051.144653
	Iteration 9Q: 3 clusters Score -5259892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103843 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5259921.500000 Penalty: 1051.144653
	Iteration 10Q: 3 clusters Score -5259922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5259927.000000 Penalty: 1051.144653
	Iteration 11Q: 3 clusters Score -5259927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103844 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5259929.500000 Penalty: 1051.144653
	Iteration 12Q: 3 clusters Score -5259930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103843 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5259929.500000 Penalty: 1051.144653
	Iteration 13Q: 3 clusters Score -5259930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103843 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5259929.500000 Penalty: 1051.144653
	Iteration 14F: 3 clusters Score -5259930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -40268.320312 Penalty: 303.978882
	Iteration 0F: 2 clusters Score -40268.32 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 379 members 
Entering Unmasked Estep 
Score: -39595.058594 Penalty: 607.957764
	Iteration 0F: 3 clusters Score -39595.06 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -39864.156250 Penalty: 607.957764
	Iteration 1F: 3 clusters Score -39864.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39917.191406 Penalty: 607.957764
	Iteration 2F: 3 clusters Score -39917.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39932.558594 Penalty: 607.957764
	Iteration 3Q: 3 clusters Score -39932.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39942.636719 Penalty: 607.957764
	Iteration 4Q: 3 clusters Score -39942.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39946.230469 Penalty: 607.957764
	Iteration 5Q: 3 clusters Score -39946.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39950.867188 Penalty: 607.957764
	Iteration 6Q: 3 clusters Score -39950.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39958.226562 Penalty: 607.957764
	Iteration 7Q: 3 clusters Score -39958.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39966.015625 Penalty: 607.957764
	Iteration 8Q: 3 clusters Score -39966.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39972.136719 Penalty: 607.957764
	Iteration 9Q: 3 clusters Score -39972.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39979.035156 Penalty: 607.957764
	Iteration 10Q: 3 clusters Score -39979.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39984.562500 Penalty: 607.957764
	Iteration 11Q: 3 clusters Score -39984.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39987.269531 Penalty: 607.957764
	Iteration 12Q: 3 clusters Score -39987.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39987.945312 Penalty: 607.957764
	Iteration 13Q: 3 clusters Score -39987.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39990.175781 Penalty: 607.957764
	Iteration 14Q: 3 clusters Score -39990.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39991.289062 Penalty: 607.957764
	Iteration 15Q: 3 clusters Score -39991.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39993.968750 Penalty: 607.957764
	Iteration 16Q: 3 clusters Score -39993.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39996.796875 Penalty: 607.957764
	Iteration 17Q: 3 clusters Score -39996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39998.324219 Penalty: 607.957764
	Iteration 18Q: 3 clusters Score -39998.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39999.621094 Penalty: 607.957764
	Iteration 19Q: 3 clusters Score -39999.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40000.812500 Penalty: 607.957764
	Iteration 20F: 3 clusters Score -40000.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40001.089844 Penalty: 607.957764
	Iteration 21Q: 3 clusters Score -40001.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40001.449219 Penalty: 607.957764
	Iteration 22Q: 3 clusters Score -40001.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40001.449219 Penalty: 607.957764
	Iteration 23F: 3 clusters Score -40001.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -24050.294922 Penalty: 284.021149
	Iteration 0F: 2 clusters Score -24050.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23562.582031 Penalty: 568.042297
	Iteration 0F: 3 clusters Score -23562.58 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23795.152344 Penalty: 568.042297
	Iteration 1F: 3 clusters Score -23795.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23857.267578 Penalty: 568.042297
	Iteration 2F: 3 clusters Score -23857.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23895.990234 Penalty: 568.042297
	Iteration 3F: 3 clusters Score -23895.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23915.566406 Penalty: 568.042297
	Iteration 4Q: 3 clusters Score -23915.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23929.367188 Penalty: 568.042297
	Iteration 5Q: 3 clusters Score -23929.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23938.458984 Penalty: 568.042297
	Iteration 6Q: 3 clusters Score -23938.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23942.748047 Penalty: 568.042297
	Iteration 7Q: 3 clusters Score -23942.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23950.705078 Penalty: 568.042297
	Iteration 8Q: 3 clusters Score -23950.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23964.439453 Penalty: 568.042297
	Iteration 9Q: 3 clusters Score -23964.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23983.363281 Penalty: 568.042297
	Iteration 10Q: 3 clusters Score -23983.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23988.376953 Penalty: 568.042297
	Iteration 11Q: 3 clusters Score -23988.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23995.605469 Penalty: 568.042297
	Iteration 12Q: 3 clusters Score -23995.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23997.265625 Penalty: 568.042297
	Iteration 13Q: 3 clusters Score -23997.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23997.671875 Penalty: 568.042297
	Iteration 14Q: 3 clusters Score -23997.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23997.917969 Penalty: 568.042297
	Iteration 15Q: 3 clusters Score -23997.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -23998.080078 Penalty: 568.042297
	Iteration 16Q: 3 clusters Score -23998.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -23998.593750 Penalty: 568.042297
	Iteration 17Q: 3 clusters Score -23998.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23999.369141 Penalty: 568.042297
	Iteration 18Q: 3 clusters Score -23999.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23999.369141 Penalty: 568.042297
	Iteration 19F: 3 clusters Score -23999.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (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: -12719.709961 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -12719.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12390.950195 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -12390.95 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12504.085938 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -12504.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12533.981445 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -12533.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12555.037109 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -12555.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12566.718750 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -12566.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12567.955078 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -12567.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12571.917969 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -12571.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12578.915039 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -12578.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12585.117188 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -12585.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12595.083984 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -12595.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12601.758789 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -12601.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12606.250977 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -12606.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12611.511719 Penalty: 502.452942
	Iteration 12Q: 3 clusters Score -12611.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12615.685547 Penalty: 502.452942
	Iteration 13Q: 3 clusters Score -12615.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12622.439453 Penalty: 502.452942
	Iteration 14Q: 3 clusters Score -12622.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12624.910156 Penalty: 502.452942
	Iteration 15Q: 3 clusters Score -12624.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12624.910156 Penalty: 502.452942
	Iteration 16F: 3 clusters Score -12624.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -36535.035156 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -36535.04 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 348 members 
Entering Unmasked Estep 
Score: -35896.046875 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -35896.05 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -36074.871094 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -36074.87 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36127.671875 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -36127.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -36163.964844 Penalty: 598.077759
	Iteration 3F: 3 clusters Score -36163.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36189.695312 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -36189.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36220.023438 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -36220.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36245.121094 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -36245.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36262.546875 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -36262.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36275.585938 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -36275.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36282.222656 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -36282.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36292.894531 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -36292.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36298.679688 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -36298.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36302.160156 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -36302.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36304.699219 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -36304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36305.535156 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -36305.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36306.605469 Penalty: 598.077759
	Iteration 15Q: 3 clusters Score -36306.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36306.605469 Penalty: 598.077759
	Iteration 16F: 3 clusters Score -36306.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -5700.685547 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -5700.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5491.135254 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -5491.135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5552.907227 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -5552.907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5574.094238 Penalty: 433.357849
	Iteration 2Q: 3 clusters Score -5574.094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5577.626465 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -5577.626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5586.608887 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -5586.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5586.608887 Penalty: 433.357849
	Iteration 5F: 3 clusters Score -5586.609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -8465.330078 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -8465.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8191.775879 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -8191.776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8291.209961 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -8291.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8318.708008 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -8318.708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8333.520508 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -8333.521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8346.576172 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -8346.576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8355.315430 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -8355.315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8361.802734 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -8361.803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8383.467773 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -8383.468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8385.775391 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -8385.775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8385.775391 Penalty: 469.474030
	Iteration 9F: 3 clusters Score -8385.775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -64907.316406 Penalty: 327.991333
	Iteration 0F: 2 clusters Score -64907.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -63876.753906 Penalty: 655.982666
	Iteration 0F: 3 clusters Score -63876.75 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -64164.867188 Penalty: 655.982666
	Iteration 1F: 3 clusters Score -64164.87 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -64234.203125 Penalty: 655.982666
	Iteration 2F: 3 clusters Score -64234.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64295.914062 Penalty: 655.982666
	Iteration 3F: 3 clusters Score -64295.91 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64335.035156 Penalty: 655.982666
	Iteration 4Q: 3 clusters Score -64335.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64377.246094 Penalty: 655.982666
	Iteration 5Q: 3 clusters Score -64377.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64427.582031 Penalty: 655.982666
	Iteration 6Q: 3 clusters Score -64427.58 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64468.226562 Penalty: 655.982666
	Iteration 7Q: 3 clusters Score -64468.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64506.257812 Penalty: 655.982666
	Iteration 8Q: 3 clusters Score -64506.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -64528.738281 Penalty: 655.982666
	Iteration 9Q: 3 clusters Score -64528.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -64541.621094 Penalty: 655.982666
	Iteration 10Q: 3 clusters Score -64541.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -64554.023438 Penalty: 655.982666
	Iteration 11Q: 3 clusters Score -64554.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -64564.562500 Penalty: 655.982666
	Iteration 12Q: 3 clusters Score -64564.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -64578.003906 Penalty: 655.982666
	Iteration 13Q: 3 clusters Score -64578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -64590.582031 Penalty: 655.982666
	Iteration 14Q: 3 clusters Score -64590.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -64598.679688 Penalty: 655.982666
	Iteration 15Q: 3 clusters Score -64598.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -64609.394531 Penalty: 655.982666
	Iteration 16Q: 3 clusters Score -64609.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -64618.886719 Penalty: 655.982666
	Iteration 17Q: 3 clusters Score -64618.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -64621.476562 Penalty: 655.982666
	Iteration 18Q: 3 clusters Score -64621.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -64624.289062 Penalty: 655.982666
	Iteration 19Q: 3 clusters Score -64624.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -64625.687500 Penalty: 655.982666
	Iteration 20F: 3 clusters Score -64625.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -64627.074219 Penalty: 655.982666
	Iteration 21Q: 3 clusters Score -64627.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -64627.074219 Penalty: 655.982666
	Iteration 22F: 3 clusters Score -64627.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -12310.291016 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -12310.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11876.260742 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -11876.26 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12006.342773 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -12006.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12038.313477 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -12038.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12058.447266 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -12058.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12064.945312 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -12064.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12069.044922 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -12069.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12070.915039 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -12070.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12071.471680 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -12071.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12071.471680 Penalty: 547.025330
	Iteration 8F: 3 clusters Score -12071.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (217255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217255 members 
Entering Unmasked Estep 
Score: -10814866.000000 Penalty: 559.141602
	Iteration 0F: 2 clusters Score -1.081487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108808 members 
Mstep: Class 2 contains 108447 members 
Entering Unmasked Estep 
Score: -10669757.000000 Penalty: 1118.283203
	Iteration 0F: 3 clusters Score -1.066976e+07 nChanged 106785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117089 members 
Mstep: Class 2 contains 100166 members 
Entering Unmasked Estep 
Score: -10736356.000000 Penalty: 1118.283203
	Iteration 1F: 3 clusters Score -1.073636e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122082 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -10740624.000000 Penalty: 1118.283203
	Iteration 2Q: 3 clusters Score -1.074062e+07 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128333 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -10748828.000000 Penalty: 1118.283203
	Iteration 3F: 3 clusters Score -1.074883e+07 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134916 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -10764202.000000 Penalty: 1118.283203
	Iteration 4F: 3 clusters Score -1.07642e+07 nChanged 16229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138683 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -10783704.000000 Penalty: 1118.283203
	Iteration 5F: 3 clusters Score -1.07837e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138580 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -10794354.000000 Penalty: 1118.283203
	Iteration 6F: 3 clusters Score -1.079435e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137327 members 
Mstep: Class 2 contains 79928 members 
Entering Unmasked Estep 
Score: -10799116.000000 Penalty: 1118.283203
	Iteration 7Q: 3 clusters Score -1.079912e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135457 members 
Mstep: Class 2 contains 81798 members 
Entering Unmasked Estep 
Score: -10802711.000000 Penalty: 1118.283203
	Iteration 8Q: 3 clusters Score -1.080271e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133123 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -10805733.000000 Penalty: 1118.283203
	Iteration 9Q: 3 clusters Score -1.080573e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130509 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -10808886.000000 Penalty: 1118.283203
	Iteration 10Q: 3 clusters Score -1.080889e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -10811524.000000 Penalty: 1118.283203
	Iteration 11Q: 3 clusters Score -1.081152e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125675 members 
Mstep: Class 2 contains 91580 members 
Entering Unmasked Estep 
Score: -10813048.000000 Penalty: 1118.283203
	Iteration 12Q: 3 clusters Score -1.081305e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123951 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -10813730.000000 Penalty: 1118.283203
	Iteration 13Q: 3 clusters Score -1.081373e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122662 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -10814130.000000 Penalty: 1118.283203
	Iteration 14Q: 3 clusters Score -1.081413e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121445 members 
Mstep: Class 2 contains 95810 members 
Entering Unmasked Estep 
Score: -10814287.000000 Penalty: 1118.283203
	Iteration 15Q: 3 clusters Score -1.081429e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120481 members 
Mstep: Class 2 contains 96774 members 
Entering Unmasked Estep 
Score: -10814410.000000 Penalty: 1118.283203
	Iteration 16Q: 3 clusters Score -1.081441e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119627 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -10814439.000000 Penalty: 1118.283203
	Iteration 17Q: 3 clusters Score -1.081444e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118755 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -10814465.000000 Penalty: 1118.283203
	Iteration 18Q: 3 clusters Score -1.081446e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117974 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -10814499.000000 Penalty: 1118.283203
	Iteration 19Q: 3 clusters Score -1.08145e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 99957 members 
Entering Unmasked Estep 
Score: -10814588.000000 Penalty: 1118.283203
	Iteration 20F: 3 clusters Score -1.081459e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116534 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -10814559.000000 Penalty: 1118.283203
	Iteration 21Q: 3 clusters Score -1.081456e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 101422 members 
Entering Unmasked Estep 
Score: -10814532.000000 Penalty: 1118.283203
	Iteration 22Q: 3 clusters Score -1.081453e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115114 members 
Mstep: Class 2 contains 102141 members 
Entering Unmasked Estep 
Score: -10814556.000000 Penalty: 1118.283203
	Iteration 23Q: 3 clusters Score -1.081456e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114362 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -10814696.000000 Penalty: 1118.283203
	Iteration 24Q: 3 clusters Score -1.08147e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113557 members 
Mstep: Class 2 contains 103698 members 
Entering Unmasked Estep 
Score: -10814769.000000 Penalty: 1118.283203
	Iteration 25Q: 3 clusters Score -1.081477e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 104488 members 
Entering Unmasked Estep 
Score: -10814791.000000 Penalty: 1118.283203
	Iteration 26Q: 3 clusters Score -1.081479e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111941 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -10814777.000000 Penalty: 1118.283203
	Iteration 27Q: 3 clusters Score -1.081478e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111040 members 
Mstep: Class 2 contains 106215 members 
Entering Unmasked Estep 
Score: -10814825.000000 Penalty: 1118.283203
	Iteration 28Q: 3 clusters Score -1.081482e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110253 members 
Mstep: Class 2 contains 107002 members 
Entering Unmasked Estep 
Score: -10814832.000000 Penalty: 1118.283203
	Iteration 29Q: 3 clusters Score -1.081483e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109410 members 
Mstep: Class 2 contains 107845 members 
Entering Unmasked Estep 
Score: -10814858.000000 Penalty: 1118.283203
	Iteration 30Q: 3 clusters Score -1.081486e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108562 members 
Mstep: Class 2 contains 108693 members 
Entering Unmasked Estep 
Score: -10814878.000000 Penalty: 1118.283203
	Iteration 31Q: 3 clusters Score -1.081488e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 109527 members 
Entering Unmasked Estep 
Score: -10814892.000000 Penalty: 1118.283203
	Iteration 32Q: 3 clusters Score -1.081489e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 110289 members 
Entering Unmasked Estep 
Score: -10814918.000000 Penalty: 1118.283203
	Iteration 33Q: 3 clusters Score -1.081492e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 110997 members 
Entering Unmasked Estep 
Score: -10814892.000000 Penalty: 1118.283203
	Iteration 34Q: 3 clusters Score -1.081489e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 111739 members 
Entering Unmasked Estep 
Score: -10814876.000000 Penalty: 1118.283203
	Iteration 35Q: 3 clusters Score -1.081488e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 112513 members 
Entering Unmasked Estep 
Score: -10814927.000000 Penalty: 1118.283203
	Iteration 36Q: 3 clusters Score -1.081493e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -10814925.000000 Penalty: 1118.283203
	Iteration 37Q: 3 clusters Score -1.081492e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103498 members 
Mstep: Class 2 contains 113757 members 
Entering Unmasked Estep 
Score: -10814846.000000 Penalty: 1118.283203
	Iteration 38Q: 3 clusters Score -1.081485e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 114361 members 
Entering Unmasked Estep 
Score: -10814842.000000 Penalty: 1118.283203
	Iteration 39Q: 3 clusters Score -1.081484e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 114912 members 
Entering Unmasked Estep 
Score: -10814859.000000 Penalty: 1118.283203
	Iteration 40F: 3 clusters Score -1.081486e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -10814776.000000 Penalty: 1118.283203
	Iteration 41Q: 3 clusters Score -1.081478e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 116200 members 
Entering Unmasked Estep 
Score: -10814782.000000 Penalty: 1118.283203
	Iteration 42Q: 3 clusters Score -1.081478e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 116900 members 
Entering Unmasked Estep 
Score: -10814769.000000 Penalty: 1118.283203
	Iteration 43Q: 3 clusters Score -1.081477e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 117567 members 
Entering Unmasked Estep 
Score: -10814741.000000 Penalty: 1118.283203
	Iteration 44Q: 3 clusters Score -1.081474e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 118375 members 
Entering Unmasked Estep 
Score: -10814696.000000 Penalty: 1118.283203
	Iteration 45Q: 3 clusters Score -1.08147e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98176 members 
Mstep: Class 2 contains 119079 members 
Entering Unmasked Estep 
Score: -10814683.000000 Penalty: 1118.283203
	Iteration 46Q: 3 clusters Score -1.081468e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 119868 members 
Entering Unmasked Estep 
Score: -10814659.000000 Penalty: 1118.283203
	Iteration 47Q: 3 clusters Score -1.081466e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 120760 members 
Entering Unmasked Estep 
Score: -10814639.000000 Penalty: 1118.283203
	Iteration 48Q: 3 clusters Score -1.081464e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95700 members 
Mstep: Class 2 contains 121555 members 
Entering Unmasked Estep 
Score: -10814661.000000 Penalty: 1118.283203
	Iteration 49Q: 3 clusters Score -1.081466e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 122430 members 
Entering Unmasked Estep 
Score: -10814659.000000 Penalty: 1118.283203
	Iteration 50Q: 3 clusters Score -1.081466e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 123325 members 
Entering Unmasked Estep 
Score: -10814678.000000 Penalty: 1118.283203
	Iteration 51Q: 3 clusters Score -1.081468e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 124183 members 
Entering Unmasked Estep 
Score: -10814706.000000 Penalty: 1118.283203
	Iteration 52Q: 3 clusters Score -1.081471e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 125088 members 
Entering Unmasked Estep 
Score: -10814692.000000 Penalty: 1118.283203
	Iteration 53Q: 3 clusters Score -1.081469e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91235 members 
Mstep: Class 2 contains 126020 members 
Entering Unmasked Estep 
Score: -10814643.000000 Penalty: 1118.283203
	Iteration 54Q: 3 clusters Score -1.081464e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 126943 members 
Entering Unmasked Estep 
Score: -10814635.000000 Penalty: 1118.283203
	Iteration 55Q: 3 clusters Score -1.081464e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 127995 members 
Entering Unmasked Estep 
Score: -10814615.000000 Penalty: 1118.283203
	Iteration 56Q: 3 clusters Score -1.081462e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 129060 members 
Entering Unmasked Estep 
Score: -10814592.000000 Penalty: 1118.283203
	Iteration 57Q: 3 clusters Score -1.081459e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 130144 members 
Entering Unmasked Estep 
Score: -10814570.000000 Penalty: 1118.283203
	Iteration 58Q: 3 clusters Score -1.081457e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 131106 members 
Entering Unmasked Estep 
Score: -10814540.000000 Penalty: 1118.283203
	Iteration 59Q: 3 clusters Score -1.081454e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 132164 members 
Entering Unmasked Estep 
Score: -10814530.000000 Penalty: 1118.283203
	Iteration 60F: 3 clusters Score -1.081453e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 133203 members 
Entering Unmasked Estep 
Score: -10814531.000000 Penalty: 1118.283203
	Iteration 61Q: 3 clusters Score -1.081453e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83000 members 
Mstep: Class 2 contains 134255 members 
Entering Unmasked Estep 
Score: -10814529.000000 Penalty: 1118.283203
	Iteration 62Q: 3 clusters Score -1.081453e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 135221 members 
Entering Unmasked Estep 
Score: -10814544.000000 Penalty: 1118.283203
	Iteration 63Q: 3 clusters Score -1.081454e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 136136 members 
Entering Unmasked Estep 
Score: -10814565.000000 Penalty: 1118.283203
	Iteration 64Q: 3 clusters Score -1.081456e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 137017 members 
Entering Unmasked Estep 
Score: -10814509.000000 Penalty: 1118.283203
	Iteration 65Q: 3 clusters Score -1.081451e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 137743 members 
Entering Unmasked Estep 
Score: -10814540.000000 Penalty: 1118.283203
	Iteration 66Q: 3 clusters Score -1.081454e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 138474 members 
Entering Unmasked Estep 
Score: -10814562.000000 Penalty: 1118.283203
	Iteration 67Q: 3 clusters Score -1.081456e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 139227 members 
Entering Unmasked Estep 
Score: -10814612.000000 Penalty: 1118.283203
	Iteration 68Q: 3 clusters Score -1.081461e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 139886 members 
Entering Unmasked Estep 
Score: -10814572.000000 Penalty: 1118.283203
	Iteration 69Q: 3 clusters Score -1.081457e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 140540 members 
Entering Unmasked Estep 
Score: -10814531.000000 Penalty: 1118.283203
	Iteration 70Q: 3 clusters Score -1.081453e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 141279 members 
Entering Unmasked Estep 
Score: -10814487.000000 Penalty: 1118.283203
	Iteration 71Q: 3 clusters Score -1.081449e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 141962 members 
Entering Unmasked Estep 
Score: -10814449.000000 Penalty: 1118.283203
	Iteration 72Q: 3 clusters Score -1.081445e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 142525 members 
Entering Unmasked Estep 
Score: -10814460.000000 Penalty: 1118.283203
	Iteration 73Q: 3 clusters Score -1.081446e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 143057 members 
Entering Unmasked Estep 
Score: -10814492.000000 Penalty: 1118.283203
	Iteration 74Q: 3 clusters Score -1.081449e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 143629 members 
Entering Unmasked Estep 
Score: -10814470.000000 Penalty: 1118.283203
	Iteration 75Q: 3 clusters Score -1.081447e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 144160 members 
Entering Unmasked Estep 
Score: -10814498.000000 Penalty: 1118.283203
	Iteration 76Q: 3 clusters Score -1.08145e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 144697 members 
Entering Unmasked Estep 
Score: -10814515.000000 Penalty: 1118.283203
	Iteration 77Q: 3 clusters Score -1.081452e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 145153 members 
Entering Unmasked Estep 
Score: -10814553.000000 Penalty: 1118.283203
	Iteration 78Q: 3 clusters Score -1.081455e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 145636 members 
Entering Unmasked Estep 
Score: -10814564.000000 Penalty: 1118.283203
	Iteration 79Q: 3 clusters Score -1.081456e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 146070 members 
Entering Unmasked Estep 
Score: -10814583.000000 Penalty: 1118.283203
	Iteration 80F: 3 clusters Score -1.081458e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 146530 members 
Entering Unmasked Estep 
Score: -10814548.000000 Penalty: 1118.283203
	Iteration 81Q: 3 clusters Score -1.081455e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 146969 members 
Entering Unmasked Estep 
Score: -10814581.000000 Penalty: 1118.283203
	Iteration 82Q: 3 clusters Score -1.081458e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -10814566.000000 Penalty: 1118.283203
	Iteration 83Q: 3 clusters Score -1.081457e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 147838 members 
Entering Unmasked Estep 
Score: -10814548.000000 Penalty: 1118.283203
	Iteration 84Q: 3 clusters Score -1.081455e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 148250 members 
Entering Unmasked Estep 
Score: -10814508.000000 Penalty: 1118.283203
	Iteration 85Q: 3 clusters Score -1.081451e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 148660 members 
Entering Unmasked Estep 
Score: -10814530.000000 Penalty: 1118.283203
	Iteration 86Q: 3 clusters Score -1.081453e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 149086 members 
Entering Unmasked Estep 
Score: -10814476.000000 Penalty: 1118.283203
	Iteration 87Q: 3 clusters Score -1.081448e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 149508 members 
Entering Unmasked Estep 
Score: -10814441.000000 Penalty: 1118.283203
	Iteration 88Q: 3 clusters Score -1.081444e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 149919 members 
Entering Unmasked Estep 
Score: -10814457.000000 Penalty: 1118.283203
	Iteration 89Q: 3 clusters Score -1.081446e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 150405 members 
Entering Unmasked Estep 
Score: -10814479.000000 Penalty: 1118.283203
	Iteration 90Q: 3 clusters Score -1.081448e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 150959 members 
Entering Unmasked Estep 
Score: -10814469.000000 Penalty: 1118.283203
	Iteration 91Q: 3 clusters Score -1.081447e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 151462 members 
Entering Unmasked Estep 
Score: -10814501.000000 Penalty: 1118.283203
	Iteration 92Q: 3 clusters Score -1.08145e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 151920 members 
Entering Unmasked Estep 
Score: -10814486.000000 Penalty: 1118.283203
	Iteration 93Q: 3 clusters Score -1.081449e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 152398 members 
Entering Unmasked Estep 
Score: -10814472.000000 Penalty: 1118.283203
	Iteration 94Q: 3 clusters Score -1.081447e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 152827 members 
Entering Unmasked Estep 
Score: -10814461.000000 Penalty: 1118.283203
	Iteration 95Q: 3 clusters Score -1.081446e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 153212 members 
Entering Unmasked Estep 
Score: -10814477.000000 Penalty: 1118.283203
	Iteration 96Q: 3 clusters Score -1.081448e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 153706 members 
Entering Unmasked Estep 
Score: -10814468.000000 Penalty: 1118.283203
	Iteration 97Q: 3 clusters Score -1.081447e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 154211 members 
Entering Unmasked Estep 
Score: -10814440.000000 Penalty: 1118.283203
	Iteration 98Q: 3 clusters Score -1.081444e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 154774 members 
Entering Unmasked Estep 
Score: -10814465.000000 Penalty: 1118.283203
	Iteration 99Q: 3 clusters Score -1.081446e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 155322 members 
Entering Unmasked Estep 
Score: -10814492.000000 Penalty: 1118.283203
	Iteration 100F: 3 clusters Score -1.081449e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 155972 members 
Entering Unmasked Estep 
Score: -10814468.000000 Penalty: 1118.283203
	Iteration 101Q: 3 clusters Score -1.081447e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 156563 members 
Entering Unmasked Estep 
Score: -10814441.000000 Penalty: 1118.283203
	Iteration 102Q: 3 clusters Score -1.081444e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 157091 members 
Entering Unmasked Estep 
Score: -10814436.000000 Penalty: 1118.283203
	Iteration 103Q: 3 clusters Score -1.081444e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 157695 members 
Entering Unmasked Estep 
Score: -10814358.000000 Penalty: 1118.283203
	Iteration 104Q: 3 clusters Score -1.081436e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -10814394.000000 Penalty: 1118.283203
	Iteration 105Q: 3 clusters Score -1.081439e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 158813 members 
Entering Unmasked Estep 
Score: -10814420.000000 Penalty: 1118.283203
	Iteration 106Q: 3 clusters Score -1.081442e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 159483 members 
Entering Unmasked Estep 
Score: -10814404.000000 Penalty: 1118.283203
	Iteration 107Q: 3 clusters Score -1.08144e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 160144 members 
Entering Unmasked Estep 
Score: -10814413.000000 Penalty: 1118.283203
	Iteration 108Q: 3 clusters Score -1.081441e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 160722 members 
Entering Unmasked Estep 
Score: -10814416.000000 Penalty: 1118.283203
	Iteration 109Q: 3 clusters Score -1.081442e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 161299 members 
Entering Unmasked Estep 
Score: -10814374.000000 Penalty: 1118.283203
	Iteration 110Q: 3 clusters Score -1.081437e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 161834 members 
Entering Unmasked Estep 
Score: -10814421.000000 Penalty: 1118.283203
	Iteration 111Q: 3 clusters Score -1.081442e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 162432 members 
Entering Unmasked Estep 
Score: -10814375.000000 Penalty: 1118.283203
	Iteration 112Q: 3 clusters Score -1.081438e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 163018 members 
Entering Unmasked Estep 
Score: -10814363.000000 Penalty: 1118.283203
	Iteration 113Q: 3 clusters Score -1.081436e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 163577 members 
Entering Unmasked Estep 
Score: -10814360.000000 Penalty: 1118.283203
	Iteration 114Q: 3 clusters Score -1.081436e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 164147 members 
Entering Unmasked Estep 
Score: -10814405.000000 Penalty: 1118.283203
	Iteration 115Q: 3 clusters Score -1.08144e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 164747 members 
Entering Unmasked Estep 
Score: -10814396.000000 Penalty: 1118.283203
	Iteration 116Q: 3 clusters Score -1.08144e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 165315 members 
Entering Unmasked Estep 
Score: -10814417.000000 Penalty: 1118.283203
	Iteration 117Q: 3 clusters Score -1.081442e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 165855 members 
Entering Unmasked Estep 
Score: -10814389.000000 Penalty: 1118.283203
	Iteration 118Q: 3 clusters Score -1.081439e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 166397 members 
Entering Unmasked Estep 
Score: -10814362.000000 Penalty: 1118.283203
	Iteration 119Q: 3 clusters Score -1.081436e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 166962 members 
Entering Unmasked Estep 
Score: -10814293.000000 Penalty: 1118.283203
	Iteration 120F: 3 clusters Score -1.081429e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 167615 members 
Entering Unmasked Estep 
Score: -10814294.000000 Penalty: 1118.283203
	Iteration 121Q: 3 clusters Score -1.081429e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 168277 members 
Entering Unmasked Estep 
Score: -10814250.000000 Penalty: 1118.283203
	Iteration 122Q: 3 clusters Score -1.081425e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 168882 members 
Entering Unmasked Estep 
Score: -10814259.000000 Penalty: 1118.283203
	Iteration 123Q: 3 clusters Score -1.081426e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 169521 members 
Entering Unmasked Estep 
Score: -10814331.000000 Penalty: 1118.283203
	Iteration 124Q: 3 clusters Score -1.081433e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 170193 members 
Entering Unmasked Estep 
Score: -10814344.000000 Penalty: 1118.283203
	Iteration 125Q: 3 clusters Score -1.081434e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 170900 members 
Entering Unmasked Estep 
Score: -10814266.000000 Penalty: 1118.283203
	Iteration 126Q: 3 clusters Score -1.081427e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 171600 members 
Entering Unmasked Estep 
Score: -10814267.000000 Penalty: 1118.283203
	Iteration 127Q: 3 clusters Score -1.081427e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 172431 members 
Entering Unmasked Estep 
Score: -10814239.000000 Penalty: 1118.283203
	Iteration 128Q: 3 clusters Score -1.081424e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 173242 members 
Entering Unmasked Estep 
Score: -10814227.000000 Penalty: 1118.283203
	Iteration 129Q: 3 clusters Score -1.081423e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 174132 members 
Entering Unmasked Estep 
Score: -10814275.000000 Penalty: 1118.283203
	Iteration 130Q: 3 clusters Score -1.081428e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 175197 members 
Entering Unmasked Estep 
Score: -10814201.000000 Penalty: 1118.283203
	Iteration 131Q: 3 clusters Score -1.08142e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 176230 members 
Entering Unmasked Estep 
Score: -10814195.000000 Penalty: 1118.283203
	Iteration 132Q: 3 clusters Score -1.08142e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 177381 members 
Entering Unmasked Estep 
Score: -10814142.000000 Penalty: 1118.283203
	Iteration 133Q: 3 clusters Score -1.081414e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 178522 members 
Entering Unmasked Estep 
Score: -10814156.000000 Penalty: 1118.283203
	Iteration 134Q: 3 clusters Score -1.081416e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 179730 members 
Entering Unmasked Estep 
Score: -10814200.000000 Penalty: 1118.283203
	Iteration 135Q: 3 clusters Score -1.08142e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 180920 members 
Entering Unmasked Estep 
Score: -10814106.000000 Penalty: 1118.283203
	Iteration 136Q: 3 clusters Score -1.081411e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 182099 members 
Entering Unmasked Estep 
Score: -10814051.000000 Penalty: 1118.283203
	Iteration 137Q: 3 clusters Score -1.081405e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 183317 members 
Entering Unmasked Estep 
Score: -10814091.000000 Penalty: 1118.283203
	Iteration 138Q: 3 clusters Score -1.081409e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 184478 members 
Entering Unmasked Estep 
Score: -10814128.000000 Penalty: 1118.283203
	Iteration 139Q: 3 clusters Score -1.081413e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 185630 members 
Entering Unmasked Estep 
Score: -10814098.000000 Penalty: 1118.283203
	Iteration 140F: 3 clusters Score -1.08141e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 186708 members 
Entering Unmasked Estep 
Score: -10814039.000000 Penalty: 1118.283203
	Iteration 141Q: 3 clusters Score -1.081404e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 187776 members 
Entering Unmasked Estep 
Score: -10813958.000000 Penalty: 1118.283203
	Iteration 142Q: 3 clusters Score -1.081396e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 188851 members 
Entering Unmasked Estep 
Score: -10813926.000000 Penalty: 1118.283203
	Iteration 143Q: 3 clusters Score -1.081393e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 189873 members 
Entering Unmasked Estep 
Score: -10813878.000000 Penalty: 1118.283203
	Iteration 144Q: 3 clusters Score -1.081388e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 190864 members 
Entering Unmasked Estep 
Score: -10813844.000000 Penalty: 1118.283203
	Iteration 145Q: 3 clusters Score -1.081384e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 191929 members 
Entering Unmasked Estep 
Score: -10813778.000000 Penalty: 1118.283203
	Iteration 146Q: 3 clusters Score -1.081378e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 192944 members 
Entering Unmasked Estep 
Score: -10813747.000000 Penalty: 1118.283203
	Iteration 147Q: 3 clusters Score -1.081375e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 193962 members 
Entering Unmasked Estep 
Score: -10813690.000000 Penalty: 1118.283203
	Iteration 148Q: 3 clusters Score -1.081369e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 194884 members 
Entering Unmasked Estep 
Score: -10813664.000000 Penalty: 1118.283203
	Iteration 149Q: 3 clusters Score -1.081366e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 195751 members 
Entering Unmasked Estep 
Score: -10813678.000000 Penalty: 1118.283203
	Iteration 150Q: 3 clusters Score -1.081368e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 196688 members 
Entering Unmasked Estep 
Score: -10813551.000000 Penalty: 1118.283203
	Iteration 151Q: 3 clusters Score -1.081355e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 197584 members 
Entering Unmasked Estep 
Score: -10813458.000000 Penalty: 1118.283203
	Iteration 152Q: 3 clusters Score -1.081346e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 198471 members 
Entering Unmasked Estep 
Score: -10813311.000000 Penalty: 1118.283203
	Iteration 153Q: 3 clusters Score -1.081331e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 199438 members 
Entering Unmasked Estep 
Score: -10813302.000000 Penalty: 1118.283203
	Iteration 154Q: 3 clusters Score -1.08133e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 200395 members 
Entering Unmasked Estep 
Score: -10813194.000000 Penalty: 1118.283203
	Iteration 155Q: 3 clusters Score -1.081319e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 201370 members 
Entering Unmasked Estep 
Score: -10813347.000000 Penalty: 1118.283203
	Iteration 156Q: 3 clusters Score -1.081335e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 202283 members 
Entering Unmasked Estep 
Score: -10813699.000000 Penalty: 1118.283203
	Iteration 157Q: 3 clusters Score -1.08137e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 203097 members 
Entering Unmasked Estep 
Score: -10814014.000000 Penalty: 1118.283203
	Iteration 158Q: 3 clusters Score -1.081401e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 203844 members 
Entering Unmasked Estep 
Score: -10814271.000000 Penalty: 1118.283203
	Iteration 159Q: 3 clusters Score -1.081427e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 204528 members 
Entering Unmasked Estep 
Score: -10814492.000000 Penalty: 1118.283203
	Iteration 160F: 3 clusters Score -1.081449e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 205126 members 
Entering Unmasked Estep 
Score: -10814628.000000 Penalty: 1118.283203
	Iteration 161Q: 3 clusters Score -1.081463e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 205647 members 
Entering Unmasked Estep 
Score: -10814732.000000 Penalty: 1118.283203
	Iteration 162Q: 3 clusters Score -1.081473e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 206116 members 
Entering Unmasked Estep 
Score: -10814831.000000 Penalty: 1118.283203
	Iteration 163Q: 3 clusters Score -1.081483e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 206577 members 
Entering Unmasked Estep 
Score: -10814944.000000 Penalty: 1118.283203
	Iteration 164Q: 3 clusters Score -1.081494e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 206929 members 
Entering Unmasked Estep 
Score: -10815032.000000 Penalty: 1118.283203
	Iteration 165Q: 3 clusters Score -1.081503e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 207264 members 
Entering Unmasked Estep 
Score: -10815110.000000 Penalty: 1118.283203
	Iteration 166Q: 3 clusters Score -1.081511e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 207560 members 
Entering Unmasked Estep 
Score: -10815215.000000 Penalty: 1118.283203
	Iteration 167Q: 3 clusters Score -1.081522e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 207827 members 
Entering Unmasked Estep 
Score: -10815250.000000 Penalty: 1118.283203
	Iteration 168Q: 3 clusters Score -1.081525e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 208063 members 
Entering Unmasked Estep 
Score: -10815300.000000 Penalty: 1118.283203
	Iteration 169Q: 3 clusters Score -1.08153e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 208286 members 
Entering Unmasked Estep 
Score: -10815325.000000 Penalty: 1118.283203
	Iteration 170Q: 3 clusters Score -1.081532e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 208508 members 
Entering Unmasked Estep 
Score: -10815338.000000 Penalty: 1118.283203
	Iteration 171Q: 3 clusters Score -1.081534e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 208696 members 
Entering Unmasked Estep 
Score: -10815379.000000 Penalty: 1118.283203
	Iteration 172Q: 3 clusters Score -1.081538e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 208852 members 
Entering Unmasked Estep 
Score: -10815384.000000 Penalty: 1118.283203
	Iteration 173Q: 3 clusters Score -1.081538e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 208998 members 
Entering Unmasked Estep 
Score: -10815366.000000 Penalty: 1118.283203
	Iteration 174Q: 3 clusters Score -1.081537e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 209134 members 
Entering Unmasked Estep 
Score: -10815375.000000 Penalty: 1118.283203
	Iteration 175Q: 3 clusters Score -1.081538e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 209243 members 
Entering Unmasked Estep 
Score: -10815383.000000 Penalty: 1118.283203
	Iteration 176Q: 3 clusters Score -1.081538e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 209343 members 
Entering Unmasked Estep 
Score: -10815397.000000 Penalty: 1118.283203
	Iteration 177Q: 3 clusters Score -1.08154e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 209440 members 
Entering Unmasked Estep 
Score: -10815385.000000 Penalty: 1118.283203
	Iteration 178Q: 3 clusters Score -1.081538e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 209553 members 
Entering Unmasked Estep 
Score: -10815401.000000 Penalty: 1118.283203
	Iteration 179Q: 3 clusters Score -1.08154e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 209650 members 
Entering Unmasked Estep 
Score: -10815409.000000 Penalty: 1118.283203
	Iteration 180F: 3 clusters Score -1.081541e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 209765 members 
Entering Unmasked Estep 
Score: -10815406.000000 Penalty: 1118.283203
	Iteration 181Q: 3 clusters Score -1.081541e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 209880 members 
Entering Unmasked Estep 
Score: -10815423.000000 Penalty: 1118.283203
	Iteration 182Q: 3 clusters Score -1.081542e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 210002 members 
Entering Unmasked Estep 
Score: -10815431.000000 Penalty: 1118.283203
	Iteration 183Q: 3 clusters Score -1.081543e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 210099 members 
Entering Unmasked Estep 
Score: -10815425.000000 Penalty: 1118.283203
	Iteration 184Q: 3 clusters Score -1.081542e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 210204 members 
Entering Unmasked Estep 
Score: -10815432.000000 Penalty: 1118.283203
	Iteration 185Q: 3 clusters Score -1.081543e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 210307 members 
Entering Unmasked Estep 
Score: -10815440.000000 Penalty: 1118.283203
	Iteration 186Q: 3 clusters Score -1.081544e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 210396 members 
Entering Unmasked Estep 
Score: -10815439.000000 Penalty: 1118.283203
	Iteration 187Q: 3 clusters Score -1.081544e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 210502 members 
Entering Unmasked Estep 
Score: -10815436.000000 Penalty: 1118.283203
	Iteration 188Q: 3 clusters Score -1.081544e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 210614 members 
Entering Unmasked Estep 
Score: -10815446.000000 Penalty: 1118.283203
	Iteration 189Q: 3 clusters Score -1.081545e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 210705 members 
Entering Unmasked Estep 
Score: -10815416.000000 Penalty: 1118.283203
	Iteration 190Q: 3 clusters Score -1.081542e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 210799 members 
Entering Unmasked Estep 
Score: -10815416.000000 Penalty: 1118.283203
	Iteration 191Q: 3 clusters Score -1.081542e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 210886 members 
Entering Unmasked Estep 
Score: -10815401.000000 Penalty: 1118.283203
	Iteration 192Q: 3 clusters Score -1.08154e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 210989 members 
Entering Unmasked Estep 
Score: -10815417.000000 Penalty: 1118.283203
	Iteration 193Q: 3 clusters Score -1.081542e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 211080 members 
Entering Unmasked Estep 
Score: -10815397.000000 Penalty: 1118.283203
	Iteration 194Q: 3 clusters Score -1.08154e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 211171 members 
Entering Unmasked Estep 
Score: -10815412.000000 Penalty: 1118.283203
	Iteration 195Q: 3 clusters Score -1.081541e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 211259 members 
Entering Unmasked Estep 
Score: -10815406.000000 Penalty: 1118.283203
	Iteration 196Q: 3 clusters Score -1.081541e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 211340 members 
Entering Unmasked Estep 
Score: -10815412.000000 Penalty: 1118.283203
	Iteration 197Q: 3 clusters Score -1.081541e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 211410 members 
Entering Unmasked Estep 
Score: -10815409.000000 Penalty: 1118.283203
	Iteration 198Q: 3 clusters Score -1.081541e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 211482 members 
Entering Unmasked Estep 
Score: -10815402.000000 Penalty: 1118.283203
	Iteration 199Q: 3 clusters Score -1.08154e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 211547 members 
Entering Unmasked Estep 
Score: -10815390.000000 Penalty: 1118.283203
	Iteration 200F: 3 clusters Score -1.081539e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 211612 members 
Entering Unmasked Estep 
Score: -10815367.000000 Penalty: 1118.283203
	Iteration 201Q: 3 clusters Score -1.081537e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 211661 members 
Entering Unmasked Estep 
Score: -10815371.000000 Penalty: 1118.283203
	Iteration 202Q: 3 clusters Score -1.081537e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 211720 members 
Entering Unmasked Estep 
Score: -10815368.000000 Penalty: 1118.283203
	Iteration 203Q: 3 clusters Score -1.081537e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 211786 members 
Entering Unmasked Estep 
Score: -10815348.000000 Penalty: 1118.283203
	Iteration 204Q: 3 clusters Score -1.081535e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 211861 members 
Entering Unmasked Estep 
Score: -10815370.000000 Penalty: 1118.283203
	Iteration 205Q: 3 clusters Score -1.081537e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 211923 members 
Entering Unmasked Estep 
Score: -10815357.000000 Penalty: 1118.283203
	Iteration 206Q: 3 clusters Score -1.081536e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 211984 members 
Entering Unmasked Estep 
Score: -10815357.000000 Penalty: 1118.283203
	Iteration 207Q: 3 clusters Score -1.081536e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 212035 members 
Entering Unmasked Estep 
Score: -10815339.000000 Penalty: 1118.283203
	Iteration 208Q: 3 clusters Score -1.081534e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 212086 members 
Entering Unmasked Estep 
Score: -10815343.000000 Penalty: 1118.283203
	Iteration 209Q: 3 clusters Score -1.081534e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 212140 members 
Entering Unmasked Estep 
Score: -10815317.000000 Penalty: 1118.283203
	Iteration 210Q: 3 clusters Score -1.081532e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 212184 members 
Entering Unmasked Estep 
Score: -10815314.000000 Penalty: 1118.283203
	Iteration 211Q: 3 clusters Score -1.081531e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 212229 members 
Entering Unmasked Estep 
Score: -10815313.000000 Penalty: 1118.283203
	Iteration 212Q: 3 clusters Score -1.081531e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 212262 members 
Entering Unmasked Estep 
Score: -10815306.000000 Penalty: 1118.283203
	Iteration 213Q: 3 clusters Score -1.081531e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 212304 members 
Entering Unmasked Estep 
Score: -10815313.000000 Penalty: 1118.283203
	Iteration 214Q: 3 clusters Score -1.081531e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 212336 members 
Entering Unmasked Estep 
Score: -10815326.000000 Penalty: 1118.283203
	Iteration 215Q: 3 clusters Score -1.081533e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 212384 members 
Entering Unmasked Estep 
Score: -10815313.000000 Penalty: 1118.283203
	Iteration 216Q: 3 clusters Score -1.081531e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 212410 members 
Entering Unmasked Estep 
Score: -10815308.000000 Penalty: 1118.283203
	Iteration 217Q: 3 clusters Score -1.081531e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 212442 members 
Entering Unmasked Estep 
Score: -10815305.000000 Penalty: 1118.283203
	Iteration 218Q: 3 clusters Score -1.08153e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 212475 members 
Entering Unmasked Estep 
Score: -10815290.000000 Penalty: 1118.283203
	Iteration 219Q: 3 clusters Score -1.081529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 212504 members 
Entering Unmasked Estep 
Score: -10815280.000000 Penalty: 1118.283203
	Iteration 220F: 3 clusters Score -1.081528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 212535 members 
Entering Unmasked Estep 
Score: -10815281.000000 Penalty: 1118.283203
	Iteration 221Q: 3 clusters Score -1.081528e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 212575 members 
Entering Unmasked Estep 
Score: -10815285.000000 Penalty: 1118.283203
	Iteration 222Q: 3 clusters Score -1.081528e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 212623 members 
Entering Unmasked Estep 
Score: -10815277.000000 Penalty: 1118.283203
	Iteration 223Q: 3 clusters Score -1.081528e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 212670 members 
Entering Unmasked Estep 
Score: -10815276.000000 Penalty: 1118.283203
	Iteration 224Q: 3 clusters Score -1.081528e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 212718 members 
Entering Unmasked Estep 
Score: -10815246.000000 Penalty: 1118.283203
	Iteration 225Q: 3 clusters Score -1.081525e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 212765 members 
Entering Unmasked Estep 
Score: -10815261.000000 Penalty: 1118.283203
	Iteration 226Q: 3 clusters Score -1.081526e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 212815 members 
Entering Unmasked Estep 
Score: -10815260.000000 Penalty: 1118.283203
	Iteration 227Q: 3 clusters Score -1.081526e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 212880 members 
Entering Unmasked Estep 
Score: -10815278.000000 Penalty: 1118.283203
	Iteration 228Q: 3 clusters Score -1.081528e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 212926 members 
Entering Unmasked Estep 
Score: -10815287.000000 Penalty: 1118.283203
	Iteration 229Q: 3 clusters Score -1.081529e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 212965 members 
Entering Unmasked Estep 
Score: -10815281.000000 Penalty: 1118.283203
	Iteration 230Q: 3 clusters Score -1.081528e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 213014 members 
Entering Unmasked Estep 
Score: -10815279.000000 Penalty: 1118.283203
	Iteration 231Q: 3 clusters Score -1.081528e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 213064 members 
Entering Unmasked Estep 
Score: -10815277.000000 Penalty: 1118.283203
	Iteration 232Q: 3 clusters Score -1.081528e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 213096 members 
Entering Unmasked Estep 
Score: -10815264.000000 Penalty: 1118.283203
	Iteration 233Q: 3 clusters Score -1.081526e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 213108 members 
Entering Unmasked Estep 
Score: -10815260.000000 Penalty: 1118.283203
	Iteration 234Q: 3 clusters Score -1.081526e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 213136 members 
Entering Unmasked Estep 
Score: -10815260.000000 Penalty: 1118.283203
	Iteration 235Q: 3 clusters Score -1.081526e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 213163 members 
Entering Unmasked Estep 
Score: -10815251.000000 Penalty: 1118.283203
	Iteration 236Q: 3 clusters Score -1.081525e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 213199 members 
Entering Unmasked Estep 
Score: -10815233.000000 Penalty: 1118.283203
	Iteration 237Q: 3 clusters Score -1.081523e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 213225 members 
Entering Unmasked Estep 
Score: -10815244.000000 Penalty: 1118.283203
	Iteration 238Q: 3 clusters Score -1.081524e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 213258 members 
Entering Unmasked Estep 
Score: -10815263.000000 Penalty: 1118.283203
	Iteration 239Q: 3 clusters Score -1.081526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 213279 members 
Entering Unmasked Estep 
Score: -10815247.000000 Penalty: 1118.283203
	Iteration 240F: 3 clusters Score -1.081525e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 213305 members 
Entering Unmasked Estep 
Score: -10815237.000000 Penalty: 1118.283203
	Iteration 241Q: 3 clusters Score -1.081524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 213313 members 
Entering Unmasked Estep 
Score: -10815232.000000 Penalty: 1118.283203
	Iteration 242Q: 3 clusters Score -1.081523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 213323 members 
Entering Unmasked Estep 
Score: -10815235.000000 Penalty: 1118.283203
	Iteration 243Q: 3 clusters Score -1.081524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 213325 members 
Entering Unmasked Estep 
Score: -10815237.000000 Penalty: 1118.283203
	Iteration 244Q: 3 clusters Score -1.081524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 213327 members 
Entering Unmasked Estep 
Score: -10815238.000000 Penalty: 1118.283203
	Iteration 245Q: 3 clusters Score -1.081524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 213332 members 
Entering Unmasked Estep 
Score: -10815235.000000 Penalty: 1118.283203
	Iteration 246Q: 3 clusters Score -1.081524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 213338 members 
Entering Unmasked Estep 
Score: -10815235.000000 Penalty: 1118.283203
	Iteration 247Q: 3 clusters Score -1.081524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 213341 members 
Entering Unmasked Estep 
Score: -10815238.000000 Penalty: 1118.283203
	Iteration 248Q: 3 clusters Score -1.081524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 213342 members 
Entering Unmasked Estep 
Score: -10815236.000000 Penalty: 1118.283203
	Iteration 249Q: 3 clusters Score -1.081524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 213344 members 
Entering Unmasked Estep 
Score: -10815236.000000 Penalty: 1118.283203
	Iteration 250Q: 3 clusters Score -1.081524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 213345 members 
Entering Unmasked Estep 
Score: -10815233.000000 Penalty: 1118.283203
	Iteration 251Q: 3 clusters Score -1.081523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 213349 members 
Entering Unmasked Estep 
Score: -10815238.000000 Penalty: 1118.283203
	Iteration 252Q: 3 clusters Score -1.081524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 213347 members 
Entering Unmasked Estep 
Score: -10815238.000000 Penalty: 1118.283203
	Iteration 253Q: 3 clusters Score -1.081524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 213348 members 
Entering Unmasked Estep 
Score: -10815225.000000 Penalty: 1118.283203
	Iteration 254Q: 3 clusters Score -1.081522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 213354 members 
Entering Unmasked Estep 
Score: -10815230.000000 Penalty: 1118.283203
	Iteration 255Q: 3 clusters Score -1.081523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 213361 members 
Entering Unmasked Estep 
Score: -10815225.000000 Penalty: 1118.283203
	Iteration 256Q: 3 clusters Score -1.081522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 213373 members 
Entering Unmasked Estep 
Score: -10815222.000000 Penalty: 1118.283203
	Iteration 257Q: 3 clusters Score -1.081522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 213389 members 
Entering Unmasked Estep 
Score: -10815213.000000 Penalty: 1118.283203
	Iteration 258Q: 3 clusters Score -1.081521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 213400 members 
Entering Unmasked Estep 
Score: -10815214.000000 Penalty: 1118.283203
	Iteration 259Q: 3 clusters Score -1.081521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 213401 members 
Entering Unmasked Estep 
Score: -10815205.000000 Penalty: 1118.283203
	Iteration 260F: 3 clusters Score -1.08152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 213412 members 
Entering Unmasked Estep 
Score: -10815199.000000 Penalty: 1118.283203
	Iteration 261Q: 3 clusters Score -1.08152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 213423 members 
Entering Unmasked Estep 
Score: -10815201.000000 Penalty: 1118.283203
	Iteration 262Q: 3 clusters Score -1.08152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 213438 members 
Entering Unmasked Estep 
Score: -10815190.000000 Penalty: 1118.283203
	Iteration 263Q: 3 clusters Score -1.081519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 213456 members 
Entering Unmasked Estep 
Score: -10815202.000000 Penalty: 1118.283203
	Iteration 264Q: 3 clusters Score -1.08152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 213477 members 
Entering Unmasked Estep 
Score: -10815200.000000 Penalty: 1118.283203
	Iteration 265Q: 3 clusters Score -1.08152e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 213501 members 
Entering Unmasked Estep 
Score: -10815202.000000 Penalty: 1118.283203
	Iteration 266Q: 3 clusters Score -1.08152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 213521 members 
Entering Unmasked Estep 
Score: -10815210.000000 Penalty: 1118.283203
	Iteration 267Q: 3 clusters Score -1.081521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 213547 members 
Entering Unmasked Estep 
Score: -10815190.000000 Penalty: 1118.283203
	Iteration 268Q: 3 clusters Score -1.081519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 213556 members 
Entering Unmasked Estep 
Score: -10815196.000000 Penalty: 1118.283203
	Iteration 269Q: 3 clusters Score -1.08152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 213568 members 
Entering Unmasked Estep 
Score: -10815190.000000 Penalty: 1118.283203
	Iteration 270Q: 3 clusters Score -1.081519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 213588 members 
Entering Unmasked Estep 
Score: -10815188.000000 Penalty: 1118.283203
	Iteration 271Q: 3 clusters Score -1.081519e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 213614 members 
Entering Unmasked Estep 
Score: -10815173.000000 Penalty: 1118.283203
	Iteration 272Q: 3 clusters Score -1.081517e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 213651 members 
Entering Unmasked Estep 
Score: -10815170.000000 Penalty: 1118.283203
	Iteration 273Q: 3 clusters Score -1.081517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 213673 members 
Entering Unmasked Estep 
Score: -10815180.000000 Penalty: 1118.283203
	Iteration 274Q: 3 clusters Score -1.081518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 213695 members 
Entering Unmasked Estep 
Score: -10815168.000000 Penalty: 1118.283203
	Iteration 275Q: 3 clusters Score -1.081517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 213707 members 
Entering Unmasked Estep 
Score: -10815170.000000 Penalty: 1118.283203
	Iteration 276Q: 3 clusters Score -1.081517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 213730 members 
Entering Unmasked Estep 
Score: -10815164.000000 Penalty: 1118.283203
	Iteration 277Q: 3 clusters Score -1.081516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 213747 members 
Entering Unmasked Estep 
Score: -10815163.000000 Penalty: 1118.283203
	Iteration 278Q: 3 clusters Score -1.081516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 213761 members 
Entering Unmasked Estep 
Score: -10815168.000000 Penalty: 1118.283203
	Iteration 279Q: 3 clusters Score -1.081517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 213768 members 
Entering Unmasked Estep 
Score: -10815162.000000 Penalty: 1118.283203
	Iteration 280F: 3 clusters Score -1.081516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 213779 members 
Entering Unmasked Estep 
Score: -10815157.000000 Penalty: 1118.283203
	Iteration 281Q: 3 clusters Score -1.081516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 213786 members 
Entering Unmasked Estep 
Score: -10815161.000000 Penalty: 1118.283203
	Iteration 282Q: 3 clusters Score -1.081516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 213794 members 
Entering Unmasked Estep 
Score: -10815153.000000 Penalty: 1118.283203
	Iteration 283Q: 3 clusters Score -1.081515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 213804 members 
Entering Unmasked Estep 
Score: -10815148.000000 Penalty: 1118.283203
	Iteration 284Q: 3 clusters Score -1.081515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 213812 members 
Entering Unmasked Estep 
Score: -10815152.000000 Penalty: 1118.283203
	Iteration 285Q: 3 clusters Score -1.081515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 213816 members 
Entering Unmasked Estep 
Score: -10815160.000000 Penalty: 1118.283203
	Iteration 286Q: 3 clusters Score -1.081516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 213826 members 
Entering Unmasked Estep 
Score: -10815161.000000 Penalty: 1118.283203
	Iteration 287Q: 3 clusters Score -1.081516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 213831 members 
Entering Unmasked Estep 
Score: -10815154.000000 Penalty: 1118.283203
	Iteration 288Q: 3 clusters Score -1.081515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 213839 members 
Entering Unmasked Estep 
Score: -10815148.000000 Penalty: 1118.283203
	Iteration 289Q: 3 clusters Score -1.081515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 213842 members 
Entering Unmasked Estep 
Score: -10815147.000000 Penalty: 1118.283203
	Iteration 290Q: 3 clusters Score -1.081515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 213849 members 
Entering Unmasked Estep 
Score: -10815146.000000 Penalty: 1118.283203
	Iteration 291Q: 3 clusters Score -1.081515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 213858 members 
Entering Unmasked Estep 
Score: -10815157.000000 Penalty: 1118.283203
	Iteration 292Q: 3 clusters Score -1.081516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 213863 members 
Entering Unmasked Estep 
Score: -10815147.000000 Penalty: 1118.283203
	Iteration 293Q: 3 clusters Score -1.081515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 213873 members 
Entering Unmasked Estep 
Score: -10815154.000000 Penalty: 1118.283203
	Iteration 294Q: 3 clusters Score -1.081515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 213876 members 
Entering Unmasked Estep 
Score: -10815153.000000 Penalty: 1118.283203
	Iteration 295Q: 3 clusters Score -1.081515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 213881 members 
Entering Unmasked Estep 
Score: -10815150.000000 Penalty: 1118.283203
	Iteration 296Q: 3 clusters Score -1.081515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 213900 members 
Entering Unmasked Estep 
Score: -10815150.000000 Penalty: 1118.283203
	Iteration 297Q: 3 clusters Score -1.081515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 213905 members 
Entering Unmasked Estep 
Score: -10815150.000000 Penalty: 1118.283203
	Iteration 298Q: 3 clusters Score -1.081515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 213913 members 
Entering Unmasked Estep 
Score: -10815143.000000 Penalty: 1118.283203
	Iteration 299Q: 3 clusters Score -1.081514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 213922 members 
Entering Unmasked Estep 
Score: -10815137.000000 Penalty: 1118.283203
	Iteration 300F: 3 clusters Score -1.081514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 213930 members 
Entering Unmasked Estep 
Score: -10815143.000000 Penalty: 1118.283203
	Iteration 301Q: 3 clusters Score -1.081514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 213932 members 
Entering Unmasked Estep 
Score: -10815137.000000 Penalty: 1118.283203
	Iteration 302Q: 3 clusters Score -1.081514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 213933 members 
Entering Unmasked Estep 
Score: -10815137.000000 Penalty: 1118.283203
	Iteration 303Q: 3 clusters Score -1.081514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 213937 members 
Entering Unmasked Estep 
Score: -10815134.000000 Penalty: 1118.283203
	Iteration 304Q: 3 clusters Score -1.081513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 213938 members 
Entering Unmasked Estep 
Score: -10815133.000000 Penalty: 1118.283203
	Iteration 305Q: 3 clusters Score -1.081513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 213936 members 
Entering Unmasked Estep 
Score: -10815136.000000 Penalty: 1118.283203
	Iteration 306Q: 3 clusters Score -1.081514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 213938 members 
Entering Unmasked Estep 
Score: -10815138.000000 Penalty: 1118.283203
	Iteration 307Q: 3 clusters Score -1.081514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 213952 members 
Entering Unmasked Estep 
Score: -10815125.000000 Penalty: 1118.283203
	Iteration 308Q: 3 clusters Score -1.081512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 213949 members 
Entering Unmasked Estep 
Score: -10815136.000000 Penalty: 1118.283203
	Iteration 309Q: 3 clusters Score -1.081514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 213951 members 
Entering Unmasked Estep 
Score: -10815137.000000 Penalty: 1118.283203
	Iteration 310Q: 3 clusters Score -1.081514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 213966 members 
Entering Unmasked Estep 
Score: -10815136.000000 Penalty: 1118.283203
	Iteration 311Q: 3 clusters Score -1.081514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 213970 members 
Entering Unmasked Estep 
Score: -10815134.000000 Penalty: 1118.283203
	Iteration 312Q: 3 clusters Score -1.081513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 213971 members 
Entering Unmasked Estep 
Score: -10815129.000000 Penalty: 1118.283203
	Iteration 313Q: 3 clusters Score -1.081513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 213972 members 
Entering Unmasked Estep 
Score: -10815123.000000 Penalty: 1118.283203
	Iteration 314Q: 3 clusters Score -1.081512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 213972 members 
Entering Unmasked Estep 
Score: -10815119.000000 Penalty: 1118.283203
	Iteration 315Q: 3 clusters Score -1.081512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 213971 members 
Entering Unmasked Estep 
Score: -10815123.000000 Penalty: 1118.283203
	Iteration 316Q: 3 clusters Score -1.081512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 213971 members 
Entering Unmasked Estep 
Score: -10815123.000000 Penalty: 1118.283203
	Iteration 317F: 3 clusters Score -1.081512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171248 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 85079 members 
Mstep: Class 4 contains 23545 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35226 members 
Mstep: Class 9 contains 234026 members 
Mstep: Class 10 contains 36906 members 
Mstep: Class 11 contains 40935 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215198 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54553 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 93038 members 
Mstep: Class 21 contains 2771 members 
Mstep: Class 22 contains 5630 members 
Mstep: Class 23 contains 14258 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 213971 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 5892 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18989 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 141512 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111727 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 153717 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 99561 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 609 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2131 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18957 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 19890 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 103885 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 3284 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90801400.000000 Penalty: 51429.734375
Splitting cluster 77 changes total score from -90801448.000000 to -90801400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -6004.229980 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -6004.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5826.754395 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -5826.754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5919.520508 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -5919.521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5968.165527 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -5968.166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5993.217285 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -5993.217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6096.393555 Penalty: 434.900208
	Iteration 4F: 3 clusters Score -6096.394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6122.961914 Penalty: 434.900208
	Iteration 5Q: 3 clusters Score -6122.962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6135.609375 Penalty: 434.900208
	Iteration 6Q: 3 clusters Score -6135.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6135.609375 Penalty: 434.900208
	Iteration 7F: 3 clusters Score -6135.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171248 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 85079 members 
Mstep: Class 4 contains 23545 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35226 members 
Mstep: Class 9 contains 234026 members 
Mstep: Class 10 contains 36906 members 
Mstep: Class 11 contains 40935 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215198 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54553 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 93038 members 
Mstep: Class 21 contains 2771 members 
Mstep: Class 22 contains 5630 members 
Mstep: Class 23 contains 14258 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 32 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 5892 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18989 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 141512 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111727 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 153717 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 99561 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 609 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2131 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18957 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 19890 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 103885 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 217255 members 
Mstep: Class 78 contains 87 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90800808.000000 Penalty: 51429.734375
Splitting cluster 78 changes total score from -90801448.000000 to -90800808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -8711.650391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -8711.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8426.130859 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -8426.131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8503.597656 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -8503.598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8542.451172 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -8542.451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8553.571289 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -8553.571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8555.334961 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -8555.335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8555.334961 Penalty: 479.842987
	Iteration 5F: 3 clusters Score -8555.335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171248 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 85079 members 
Mstep: Class 4 contains 23545 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35226 members 
Mstep: Class 9 contains 234026 members 
Mstep: Class 10 contains 36906 members 
Mstep: Class 11 contains 40935 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215198 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54553 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 93038 members 
Mstep: Class 21 contains 2771 members 
Mstep: Class 22 contains 5630 members 
Mstep: Class 23 contains 14258 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 5892 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18989 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 141512 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111727 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 153717 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 99561 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 609 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2131 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1953 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18957 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 19890 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 103885 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 217255 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801360.000000 Penalty: 50770.378906
Iteration 359Q: 78 clusters Score -9.080136e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171396 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 85697 members 
Mstep: Class 4 contains 23749 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35223 members 
Mstep: Class 9 contains 233292 members 
Mstep: Class 10 contains 36906 members 
Mstep: Class 11 contains 40857 members 
Mstep: Class 12 contains 2280 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215188 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54553 members 
Mstep: Class 19 contains 885 members 
Mstep: Class 20 contains 93020 members 
Mstep: Class 21 contains 2766 members 
Mstep: Class 22 contains 5627 members 
Mstep: Class 23 contains 14228 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3954 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 5896 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18991 members 
Mstep: Class 35 contains 5342 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 142264 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111665 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 153226 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 100202 members 
Mstep: Class 45 contains 828 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 621 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2132 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1958 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18871 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 19122 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 102493 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 218580 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802688.000000 Penalty: 50770.378906
Iteration 360F: 78 clusters Score -9.080269e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171461 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 86379 members 
Mstep: Class 4 contains 23975 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35223 members 
Mstep: Class 9 contains 232327 members 
Mstep: Class 10 contains 36908 members 
Mstep: Class 11 contains 40769 members 
Mstep: Class 12 contains 2263 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215179 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54549 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 93018 members 
Mstep: Class 21 contains 2759 members 
Mstep: Class 22 contains 5631 members 
Mstep: Class 23 contains 14186 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3951 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 5903 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18988 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 137816 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111628 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 152685 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 101156 members 
Mstep: Class 45 contains 829 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 629 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2131 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1954 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18876 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 18336 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 106423 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 219648 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802896.000000 Penalty: 50770.378906
Iteration 361Q: 78 clusters Score -9.08029e+07 nChanged 13109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171641 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 87050 members 
Mstep: Class 4 contains 24195 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4631 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35186 members 
Mstep: Class 9 contains 231548 members 
Mstep: Class 10 contains 36909 members 
Mstep: Class 11 contains 40679 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215172 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54550 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 93002 members 
Mstep: Class 21 contains 2750 members 
Mstep: Class 22 contains 5634 members 
Mstep: Class 23 contains 14147 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3950 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 5901 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18986 members 
Mstep: Class 35 contains 5337 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 133181 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111599 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 152185 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 102356 members 
Mstep: Class 45 contains 830 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 627 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2125 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1948 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18731 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 17602 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 110502 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1349 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 220345 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803224.000000 Penalty: 50770.378906
Iteration 362Q: 78 clusters Score -9.080322e+07 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171784 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 87743 members 
Mstep: Class 4 contains 24380 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4622 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35184 members 
Mstep: Class 9 contains 230855 members 
Mstep: Class 10 contains 36911 members 
Mstep: Class 11 contains 40603 members 
Mstep: Class 12 contains 2228 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215162 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54549 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 92991 members 
Mstep: Class 21 contains 2744 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 14115 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 3949 members 
Mstep: Class 29 contains 2508 members 
Mstep: Class 30 contains 5891 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18984 members 
Mstep: Class 35 contains 5339 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 128063 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111555 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 151651 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 103658 members 
Mstep: Class 45 contains 830 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 626 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2123 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1034 members 
Mstep: Class 55 contains 1939 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18592 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 16996 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 114917 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1350 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 220912 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803664.000000 Penalty: 50770.378906
Iteration 363Q: 78 clusters Score -9.080366e+07 nChanged 13540
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171817 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 88497 members 
Mstep: Class 4 contains 24522 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4620 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35160 members 
Mstep: Class 9 contains 230525 members 
Mstep: Class 10 contains 36908 members 
Mstep: Class 11 contains 40524 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215166 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54544 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 92962 members 
Mstep: Class 21 contains 2734 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 14092 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 5907 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18982 members 
Mstep: Class 35 contains 5338 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 122704 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111503 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 151099 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 105138 members 
Mstep: Class 45 contains 831 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 629 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2119 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1933 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18592 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 16336 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 119414 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1350 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221123 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803976.000000 Penalty: 50770.378906
Iteration 364Q: 78 clusters Score -9.080398e+07 nChanged 13246
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172002 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 89220 members 
Mstep: Class 4 contains 24642 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4601 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35143 members 
Mstep: Class 9 contains 230212 members 
Mstep: Class 10 contains 36912 members 
Mstep: Class 11 contains 40420 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215162 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54535 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 92937 members 
Mstep: Class 21 contains 2728 members 
Mstep: Class 22 contains 5653 members 
Mstep: Class 23 contains 14081 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 5917 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18982 members 
Mstep: Class 35 contains 5338 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 117371 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111497 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 150522 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 106549 members 
Mstep: Class 45 contains 831 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 631 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2117 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1918 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18495 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 15711 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 123932 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1350 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221318 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803696.000000 Penalty: 50770.378906
Iteration 365Q: 78 clusters Score -9.08037e+07 nChanged 13246
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172158 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 90013 members 
Mstep: Class 4 contains 24747 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35113 members 
Mstep: Class 9 contains 230126 members 
Mstep: Class 10 contains 36916 members 
Mstep: Class 11 contains 40295 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215162 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54521 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 92919 members 
Mstep: Class 21 contains 2724 members 
Mstep: Class 22 contains 5652 members 
Mstep: Class 23 contains 14063 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 3942 members 
Mstep: Class 29 contains 2516 members 
Mstep: Class 30 contains 5931 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18977 members 
Mstep: Class 35 contains 5340 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 112111 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111485 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 149902 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 108087 members 
Mstep: Class 45 contains 833 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 635 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2115 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1906 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18370 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 15104 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 128380 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1350 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221205 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803784.000000 Penalty: 50770.378906
Iteration 366Q: 78 clusters Score -9.080378e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172325 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 90803 members 
Mstep: Class 4 contains 24797 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35109 members 
Mstep: Class 9 contains 230150 members 
Mstep: Class 10 contains 36918 members 
Mstep: Class 11 contains 40172 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215161 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54501 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 92913 members 
Mstep: Class 21 contains 2721 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 14048 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 2512 members 
Mstep: Class 30 contains 5939 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18979 members 
Mstep: Class 35 contains 5339 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 106810 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111433 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 149246 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 109555 members 
Mstep: Class 45 contains 834 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 634 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2117 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1904 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 18183 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 14551 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 132907 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1349 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221095 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804288.000000 Penalty: 50770.378906
Iteration 367Q: 78 clusters Score -9.080429e+07 nChanged 12743
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 91679 members 
Mstep: Class 4 contains 24838 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4603 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35105 members 
Mstep: Class 9 contains 230345 members 
Mstep: Class 10 contains 36923 members 
Mstep: Class 11 contains 40058 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215155 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54488 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 92923 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 14028 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2509 members 
Mstep: Class 30 contains 5952 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18972 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 101788 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111398 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 148525 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 111001 members 
Mstep: Class 45 contains 835 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 635 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2113 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1035 members 
Mstep: Class 55 contains 1896 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 17987 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 13995 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 137019 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 220939 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804152.000000 Penalty: 50770.378906
Iteration 368Q: 78 clusters Score -9.080415e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172685 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 92476 members 
Mstep: Class 4 contains 24841 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4605 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35116 members 
Mstep: Class 9 contains 230502 members 
Mstep: Class 10 contains 36926 members 
Mstep: Class 11 contains 39935 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215154 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54457 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 92935 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 5650 members 
Mstep: Class 23 contains 14006 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 5951 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18968 members 
Mstep: Class 35 contains 5340 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 96848 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111373 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 147839 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 112426 members 
Mstep: Class 45 contains 836 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 635 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2112 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1886 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 17789 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 13586 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 140982 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 220847 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803952.000000 Penalty: 50770.378906
Iteration 369Q: 78 clusters Score -9.080395e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172847 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 93404 members 
Mstep: Class 4 contains 24812 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35145 members 
Mstep: Class 9 contains 230555 members 
Mstep: Class 10 contains 36921 members 
Mstep: Class 11 contains 39837 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215142 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54455 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 92943 members 
Mstep: Class 21 contains 2708 members 
Mstep: Class 22 contains 5654 members 
Mstep: Class 23 contains 13984 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 5947 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18955 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 92277 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111345 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 147052 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 113616 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 634 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2113 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1036 members 
Mstep: Class 55 contains 1878 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 17571 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 13160 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 144569 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221099 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803696.000000 Penalty: 50770.378906
Iteration 370Q: 78 clusters Score -9.08037e+07 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173002 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 94371 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4634 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35134 members 
Mstep: Class 9 contains 230698 members 
Mstep: Class 10 contains 36925 members 
Mstep: Class 11 contains 39726 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215154 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54457 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 92944 members 
Mstep: Class 21 contains 2703 members 
Mstep: Class 22 contains 5653 members 
Mstep: Class 23 contains 13975 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 5946 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18945 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 87952 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111319 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 146283 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 114922 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 629 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2114 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1037 members 
Mstep: Class 55 contains 1879 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 17279 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12912 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 147761 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221167 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803048.000000 Penalty: 50770.378906
Iteration 371Q: 78 clusters Score -9.080305e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173151 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 95346 members 
Mstep: Class 4 contains 24683 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4651 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35150 members 
Mstep: Class 9 contains 230651 members 
Mstep: Class 10 contains 36933 members 
Mstep: Class 11 contains 39598 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215145 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54453 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 92941 members 
Mstep: Class 21 contains 2694 members 
Mstep: Class 22 contains 5655 members 
Mstep: Class 23 contains 13963 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 5944 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18937 members 
Mstep: Class 35 contains 5350 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 84229 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111301 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 145503 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 116220 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 629 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2116 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1038 members 
Mstep: Class 55 contains 1884 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 17015 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12770 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 150359 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221345 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802608.000000 Penalty: 50770.378906
Iteration 372Q: 78 clusters Score -9.080261e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173301 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 96358 members 
Mstep: Class 4 contains 24563 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4663 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35188 members 
Mstep: Class 9 contains 230677 members 
Mstep: Class 10 contains 36935 members 
Mstep: Class 11 contains 39473 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215149 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54441 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 92937 members 
Mstep: Class 21 contains 2690 members 
Mstep: Class 22 contains 5664 members 
Mstep: Class 23 contains 13953 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2511 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18934 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 81389 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 111300 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 144665 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 117655 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 630 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2119 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1042 members 
Mstep: Class 55 contains 1886 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 16769 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12648 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 152016 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221319 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801888.000000 Penalty: 50770.378906
Iteration 373Q: 78 clusters Score -9.080189e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173383 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 97452 members 
Mstep: Class 4 contains 24427 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4678 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35225 members 
Mstep: Class 9 contains 230669 members 
Mstep: Class 10 contains 36935 members 
Mstep: Class 11 contains 39330 members 
Mstep: Class 12 contains 2135 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215171 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 991 members 
Mstep: Class 18 contains 54440 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 92934 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 5669 members 
Mstep: Class 23 contains 13942 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 5945 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18930 members 
Mstep: Class 35 contains 5342 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 79675 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111266 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 143802 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 119007 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 630 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2121 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1043 members 
Mstep: Class 55 contains 1879 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 16564 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12609 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 152460 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221451 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801224.000000 Penalty: 50770.378906
Iteration 374Q: 78 clusters Score -9.080122e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173555 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 98510 members 
Mstep: Class 4 contains 24319 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4693 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35272 members 
Mstep: Class 9 contains 230622 members 
Mstep: Class 10 contains 36940 members 
Mstep: Class 11 contains 39200 members 
Mstep: Class 12 contains 2129 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215184 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54457 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 92938 members 
Mstep: Class 21 contains 2684 members 
Mstep: Class 22 contains 5666 members 
Mstep: Class 23 contains 13927 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3936 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 5941 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18929 members 
Mstep: Class 35 contains 5335 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 78776 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111274 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 142907 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 120329 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 626 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2123 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1046 members 
Mstep: Class 55 contains 1879 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 16268 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12570 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 152098 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221597 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800880.000000 Penalty: 50770.378906
Iteration 375Q: 78 clusters Score -9.080088e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173692 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 99631 members 
Mstep: Class 4 contains 24201 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4708 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35287 members 
Mstep: Class 9 contains 230489 members 
Mstep: Class 10 contains 36940 members 
Mstep: Class 11 contains 39061 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215209 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1418 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54448 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 92938 members 
Mstep: Class 21 contains 2680 members 
Mstep: Class 22 contains 5666 members 
Mstep: Class 23 contains 13914 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 5928 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18930 members 
Mstep: Class 35 contains 5331 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 78274 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111294 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 141988 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 121697 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 626 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2125 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1047 members 
Mstep: Class 55 contains 1875 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 16022 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12529 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 151377 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221763 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800392.000000 Penalty: 50770.378906
Iteration 376Q: 78 clusters Score -9.080039e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173756 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 100780 members 
Mstep: Class 4 contains 24087 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 230156 members 
Mstep: Class 10 contains 36940 members 
Mstep: Class 11 contains 38916 members 
Mstep: Class 12 contains 2125 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215219 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54434 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 92941 members 
Mstep: Class 21 contains 2676 members 
Mstep: Class 22 contains 5680 members 
Mstep: Class 23 contains 13889 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2524 members 
Mstep: Class 30 contains 5927 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18931 members 
Mstep: Class 35 contains 5334 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 77986 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111293 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 141057 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 123088 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 626 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2127 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1044 members 
Mstep: Class 55 contains 1869 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 15795 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12529 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 150592 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221966 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800536.000000 Penalty: 50770.378906
Iteration 377Q: 78 clusters Score -9.080054e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173848 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 102008 members 
Mstep: Class 4 contains 23966 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4737 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35340 members 
Mstep: Class 9 contains 229786 members 
Mstep: Class 10 contains 36940 members 
Mstep: Class 11 contains 38769 members 
Mstep: Class 12 contains 2124 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215225 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1407 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54421 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 92952 members 
Mstep: Class 21 contains 2673 members 
Mstep: Class 22 contains 5686 members 
Mstep: Class 23 contains 13870 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2523 members 
Mstep: Class 30 contains 5922 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18925 members 
Mstep: Class 35 contains 5337 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 77864 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111293 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 140077 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 124545 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 626 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2125 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1044 members 
Mstep: Class 55 contains 1867 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 15522 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12516 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 149697 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 222102 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800312.000000 Penalty: 50770.378906
Iteration 378Q: 78 clusters Score -9.080031e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173957 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 103242 members 
Mstep: Class 4 contains 23817 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4749 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35377 members 
Mstep: Class 9 contains 229552 members 
Mstep: Class 10 contains 36934 members 
Mstep: Class 11 contains 38597 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215253 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1402 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54415 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 92970 members 
Mstep: Class 21 contains 2670 members 
Mstep: Class 22 contains 5692 members 
Mstep: Class 23 contains 13850 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2523 members 
Mstep: Class 30 contains 5921 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18928 members 
Mstep: Class 35 contains 5342 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 77894 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111276 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 139052 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 126078 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 626 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2128 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1043 members 
Mstep: Class 55 contains 1862 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 15312 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12390 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 148696 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 222061 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800288.000000 Penalty: 50770.378906
Iteration 379Q: 78 clusters Score -9.080029e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174142 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 104532 members 
Mstep: Class 4 contains 23657 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4769 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35400 members 
Mstep: Class 9 contains 229284 members 
Mstep: Class 10 contains 36936 members 
Mstep: Class 11 contains 38427 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215270 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1400 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54396 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 92987 members 
Mstep: Class 21 contains 2661 members 
Mstep: Class 22 contains 5698 members 
Mstep: Class 23 contains 13835 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 5918 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18925 members 
Mstep: Class 35 contains 5348 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 77955 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111274 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 137970 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 127577 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 626 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2130 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1042 members 
Mstep: Class 55 contains 1861 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 14976 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12347 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 147719 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 222025 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800560.000000 Penalty: 50770.378906
Iteration 380F: 78 clusters Score -9.080056e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174254 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 105867 members 
Mstep: Class 4 contains 23491 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35405 members 
Mstep: Class 9 contains 229129 members 
Mstep: Class 10 contains 36936 members 
Mstep: Class 11 contains 38262 members 
Mstep: Class 12 contains 2125 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215283 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54379 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 93010 members 
Mstep: Class 21 contains 2651 members 
Mstep: Class 22 contains 5705 members 
Mstep: Class 23 contains 13815 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 5914 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18920 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 75060 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111272 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 136886 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 129089 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 627 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2132 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1041 members 
Mstep: Class 55 contains 1855 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 14709 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12343 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 149596 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221922 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800440.000000 Penalty: 50770.378906
Iteration 381Q: 78 clusters Score -9.080044e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174409 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 107287 members 
Mstep: Class 4 contains 23327 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35426 members 
Mstep: Class 9 contains 228935 members 
Mstep: Class 10 contains 36938 members 
Mstep: Class 11 contains 38099 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215282 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1393 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54370 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 93016 members 
Mstep: Class 21 contains 2637 members 
Mstep: Class 22 contains 5701 members 
Mstep: Class 23 contains 13813 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 5909 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18919 members 
Mstep: Class 35 contains 5351 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 72217 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111256 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 135739 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 130567 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 626 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2132 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1041 members 
Mstep: Class 55 contains 1855 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 14375 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12327 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 151630 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221693 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800296.000000 Penalty: 50770.378906
Iteration 382Q: 78 clusters Score -9.08003e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174463 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 108710 members 
Mstep: Class 4 contains 23139 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4856 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35436 members 
Mstep: Class 9 contains 228662 members 
Mstep: Class 10 contains 36937 members 
Mstep: Class 11 contains 37962 members 
Mstep: Class 12 contains 2107 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215256 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1388 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54382 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 93021 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 5700 members 
Mstep: Class 23 contains 13803 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 5903 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18915 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 69494 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111264 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 134581 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 131935 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 625 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2131 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1041 members 
Mstep: Class 55 contains 1855 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 14165 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12205 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 153659 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221641 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800112.000000 Penalty: 50770.378906
Iteration 383Q: 78 clusters Score -9.080011e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174559 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 110128 members 
Mstep: Class 4 contains 22976 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4879 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35463 members 
Mstep: Class 9 contains 228417 members 
Mstep: Class 10 contains 36933 members 
Mstep: Class 11 contains 37824 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215220 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1387 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54401 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93033 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 5703 members 
Mstep: Class 23 contains 13796 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2525 members 
Mstep: Class 30 contains 5899 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18909 members 
Mstep: Class 35 contains 5351 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 66719 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111295 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 133422 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 133228 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 624 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2129 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1041 members 
Mstep: Class 55 contains 1856 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 13916 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 12138 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 155717 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221553 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800072.000000 Penalty: 50770.378906
Iteration 384Q: 78 clusters Score -9.080007e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174766 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 111466 members 
Mstep: Class 4 contains 22793 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4888 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35481 members 
Mstep: Class 9 contains 228055 members 
Mstep: Class 10 contains 36930 members 
Mstep: Class 11 contains 37670 members 
Mstep: Class 12 contains 2077 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215200 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54400 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93044 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 5703 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 5884 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18910 members 
Mstep: Class 35 contains 5350 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 64002 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111288 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 132322 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 134559 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 623 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2131 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1041 members 
Mstep: Class 55 contains 1856 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 13645 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 11980 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 157928 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221463 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800120.000000 Penalty: 50770.378906
Iteration 385Q: 78 clusters Score -9.080012e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174813 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 112900 members 
Mstep: Class 4 contains 22625 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4889 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35481 members 
Mstep: Class 9 contains 227752 members 
Mstep: Class 10 contains 36935 members 
Mstep: Class 11 contains 37522 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215210 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54407 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93056 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 5707 members 
Mstep: Class 23 contains 13772 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 5869 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18906 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 61278 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111295 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 131170 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 135846 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 623 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2132 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1041 members 
Mstep: Class 55 contains 1856 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 13462 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 11808 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 160187 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221295 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800112.000000 Penalty: 50770.378906
Iteration 386Q: 78 clusters Score -9.080011e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174826 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 114338 members 
Mstep: Class 4 contains 22438 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4897 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35486 members 
Mstep: Class 9 contains 227537 members 
Mstep: Class 10 contains 36938 members 
Mstep: Class 11 contains 37381 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215202 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54415 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 93071 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 5705 members 
Mstep: Class 23 contains 13766 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2511 members 
Mstep: Class 30 contains 5861 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18889 members 
Mstep: Class 35 contains 5346 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 58721 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111282 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 130038 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 137146 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 624 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2131 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1042 members 
Mstep: Class 55 contains 1860 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 13299 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 11651 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 162247 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1353 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 221069 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801472.000000 Penalty: 50770.378906
Iteration 387Q: 78 clusters Score -9.080147e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174841 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 115789 members 
Mstep: Class 4 contains 22234 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35507 members 
Mstep: Class 9 contains 226592 members 
Mstep: Class 10 contains 36938 members 
Mstep: Class 11 contains 37250 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215202 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54412 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 93066 members 
Mstep: Class 21 contains 2554 members 
Mstep: Class 22 contains 5711 members 
Mstep: Class 23 contains 13753 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2504 members 
Mstep: Class 30 contains 5860 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18882 members 
Mstep: Class 35 contains 5345 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 56630 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111249 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 128925 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 138404 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 630 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2132 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1043 members 
Mstep: Class 55 contains 1862 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 13064 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 11552 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 164630 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1353 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 220821 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803152.000000 Penalty: 50770.378906
Iteration 388Q: 78 clusters Score -9.080315e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174834 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 117214 members 
Mstep: Class 4 contains 22019 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4924 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35523 members 
Mstep: Class 9 contains 224758 members 
Mstep: Class 10 contains 36936 members 
Mstep: Class 11 contains 37102 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215208 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 992 members 
Mstep: Class 18 contains 54414 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93061 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 5720 members 
Mstep: Class 23 contains 13738 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2509 members 
Mstep: Class 30 contains 5851 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18869 members 
Mstep: Class 35 contains 5346 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 55180 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111207 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 127854 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 139585 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 633 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2135 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1044 members 
Mstep: Class 55 contains 1863 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 12882 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 11403 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 167398 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1353 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 220552 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804464.000000 Penalty: 50770.378906
Iteration 389Q: 78 clusters Score -9.080446e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174802 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 118601 members 
Mstep: Class 4 contains 21811 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35551 members 
Mstep: Class 9 contains 221973 members 
Mstep: Class 10 contains 36940 members 
Mstep: Class 11 contains 36956 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215217 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 54403 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93070 members 
Mstep: Class 21 contains 2534 members 
Mstep: Class 22 contains 5733 members 
Mstep: Class 23 contains 13720 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2515 members 
Mstep: Class 30 contains 5840 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18860 members 
Mstep: Class 35 contains 5346 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 54242 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111173 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 126817 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 140722 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 635 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2137 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1043 members 
Mstep: Class 55 contains 1866 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 12702 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 11263 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 170857 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 220043 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90806344.000000 Penalty: 50770.378906
Iteration 390Q: 78 clusters Score -9.080634e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174844 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 119944 members 
Mstep: Class 4 contains 21622 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35606 members 
Mstep: Class 9 contains 218322 members 
Mstep: Class 10 contains 36939 members 
Mstep: Class 11 contains 36802 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215231 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 54402 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93091 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 5748 members 
Mstep: Class 23 contains 13701 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 5835 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18858 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 53875 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111129 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 125838 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 141735 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 640 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2137 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1043 members 
Mstep: Class 55 contains 1868 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 12424 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 11097 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 175238 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 219014 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90808760.000000 Penalty: 50770.378906
Iteration 391Q: 78 clusters Score -9.080876e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174765 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 121251 members 
Mstep: Class 4 contains 21450 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4979 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35674 members 
Mstep: Class 9 contains 214199 members 
Mstep: Class 10 contains 36941 members 
Mstep: Class 11 contains 36665 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215253 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54404 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 93138 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 5758 members 
Mstep: Class 23 contains 13677 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2516 members 
Mstep: Class 30 contains 5838 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18860 members 
Mstep: Class 35 contains 5340 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 53969 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111075 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 124885 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 142599 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 646 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2137 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1044 members 
Mstep: Class 55 contains 1869 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 12210 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 11030 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 180531 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 217115 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90810608.000000 Penalty: 50770.378906
Iteration 392Q: 78 clusters Score -9.081061e+07 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174718 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 122628 members 
Mstep: Class 4 contains 21286 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5004 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35736 members 
Mstep: Class 9 contains 209262 members 
Mstep: Class 10 contains 36946 members 
Mstep: Class 11 contains 36535 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215284 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54385 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 93199 members 
Mstep: Class 21 contains 2508 members 
Mstep: Class 22 contains 5774 members 
Mstep: Class 23 contains 13649 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 5840 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18853 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 54835 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111030 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 123846 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 142970 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 653 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2139 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1044 members 
Mstep: Class 55 contains 1876 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 11973 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10866 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 187134 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 214508 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90812520.000000 Penalty: 50770.378906
Iteration 393Q: 78 clusters Score -9.081252e+07 nChanged 19603
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174620 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 124022 members 
Mstep: Class 4 contains 21150 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5039 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35848 members 
Mstep: Class 9 contains 204016 members 
Mstep: Class 10 contains 36944 members 
Mstep: Class 11 contains 36418 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215325 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 54397 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 93174 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 5780 members 
Mstep: Class 23 contains 13617 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 5833 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18854 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 56201 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110929 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 122770 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 142521 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 666 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2139 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1044 members 
Mstep: Class 55 contains 1877 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 11776 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10770 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 195442 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 210805 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90813736.000000 Penalty: 50770.378906
Iteration 394Q: 78 clusters Score -9.081374e+07 nChanged 27303
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174565 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 125273 members 
Mstep: Class 4 contains 21009 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5087 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 36021 members 
Mstep: Class 9 contains 197888 members 
Mstep: Class 10 contains 36948 members 
Mstep: Class 11 contains 36302 members 
Mstep: Class 12 contains 2035 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215381 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1358 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 54405 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 93168 members 
Mstep: Class 21 contains 2496 members 
Mstep: Class 22 contains 5803 members 
Mstep: Class 23 contains 13588 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 5812 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18857 members 
Mstep: Class 35 contains 5346 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 58456 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 110784 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 121812 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 141022 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 682 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2139 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1045 members 
Mstep: Class 55 contains 1881 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 11561 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10660 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 205961 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 205875 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90813392.000000 Penalty: 50770.378906
Iteration 395Q: 78 clusters Score -9.081339e+07 nChanged 33436
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174531 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 126502 members 
Mstep: Class 4 contains 20906 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 36220 members 
Mstep: Class 9 contains 191151 members 
Mstep: Class 10 contains 36953 members 
Mstep: Class 11 contains 36162 members 
Mstep: Class 12 contains 2038 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215429 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54423 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 93080 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 13558 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 5810 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18857 members 
Mstep: Class 35 contains 5346 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 61494 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 110593 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 120883 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 137831 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 696 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2138 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1046 members 
Mstep: Class 55 contains 1909 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 11282 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10576 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 217739 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1349 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 201265 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90810600.000000 Penalty: 50770.378906
Iteration 396Q: 78 clusters Score -9.08106e+07 nChanged 31922
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174357 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 127743 members 
Mstep: Class 4 contains 20790 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5183 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 36486 members 
Mstep: Class 9 contains 186663 members 
Mstep: Class 10 contains 36964 members 
Mstep: Class 11 contains 36028 members 
Mstep: Class 12 contains 2038 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215448 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54434 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 93006 members 
Mstep: Class 21 contains 2485 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 13532 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 5814 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18861 members 
Mstep: Class 35 contains 5343 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 64632 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 110465 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 119948 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 133030 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 702 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2138 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1047 members 
Mstep: Class 55 contains 1951 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 11070 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10532 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 226595 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1350 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 198779 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805640.000000 Penalty: 50770.378906
Iteration 397Q: 78 clusters Score -9.080564e+07 nChanged 26784
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174125 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 128970 members 
Mstep: Class 4 contains 20694 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 36735 members 
Mstep: Class 9 contains 185142 members 
Mstep: Class 10 contains 36955 members 
Mstep: Class 11 contains 35879 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215473 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54467 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 20 contains 92944 members 
Mstep: Class 21 contains 2479 members 
Mstep: Class 22 contains 5829 members 
Mstep: Class 23 contains 13510 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 5826 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18866 members 
Mstep: Class 35 contains 5342 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 67852 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110435 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 119067 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 128220 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 713 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2146 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1047 members 
Mstep: Class 55 contains 2001 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 10919 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10507 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 231442 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1350 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 197027 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801808.000000 Penalty: 50770.378906
Iteration 398Q: 78 clusters Score -9.080181e+07 nChanged 23603
Entering ConstructFrom: 
Score: -90801808.000000 Penalty: 50770.378906
Entering ConstructFrom: 
Trying to split cluster 1 (174041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174041 members 
Entering Unmasked Estep 
Score: -8650021.000000 Penalty: 549.050598
	Iteration 0F: 2 clusters Score -8650021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -8532400.000000 Penalty: 1098.101196
	Iteration 0F: 3 clusters Score -8532400 nChanged 85317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 106560 members 
Entering Unmasked Estep 
Score: -8587465.000000 Penalty: 1098.101196
	Iteration 1F: 3 clusters Score -8587465 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 116547 members 
Entering Unmasked Estep 
Score: -8592770.000000 Penalty: 1098.101196
	Iteration 2F: 3 clusters Score -8592770 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -8602150.000000 Penalty: 1098.101196
	Iteration 3F: 3 clusters Score -8602150 nChanged 15472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 145243 members 
Entering Unmasked Estep 
Score: -8616666.000000 Penalty: 1098.101196
	Iteration 4F: 3 clusters Score -8616666 nChanged 14522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 159761 members 
Entering Unmasked Estep 
Score: -8632610.000000 Penalty: 1098.101196
	Iteration 5F: 3 clusters Score -8632610 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 169166 members 
Entering Unmasked Estep 
Score: -8644940.000000 Penalty: 1098.101196
	Iteration 6F: 3 clusters Score -8644940 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 172972 members 
Entering Unmasked Estep 
Score: -8648715.000000 Penalty: 1098.101196
	Iteration 7Q: 3 clusters Score -8648715 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 173829 members 
Entering Unmasked Estep 
Score: -8649382.000000 Penalty: 1098.101196
	Iteration 8Q: 3 clusters Score -8649382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 173977 members 
Entering Unmasked Estep 
Score: -8649508.000000 Penalty: 1098.101196
	Iteration 9Q: 3 clusters Score -8649508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 174002 members 
Entering Unmasked Estep 
Score: -8649517.000000 Penalty: 1098.101196
	Iteration 10Q: 3 clusters Score -8649517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 174010 members 
Entering Unmasked Estep 
Score: -8649532.000000 Penalty: 1098.101196
	Iteration 11Q: 3 clusters Score -8649532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 174011 members 
Entering Unmasked Estep 
Score: -8649537.000000 Penalty: 1098.101196
	Iteration 12Q: 3 clusters Score -8649537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 174011 members 
Entering Unmasked Estep 
Score: -8649537.000000 Penalty: 1098.101196
	Iteration 13F: 3 clusters Score -8649537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Entering Unmasked Estep 
Score: -348829.906250 Penalty: 404.588776
	Iteration 0F: 2 clusters Score -348829.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -343850.500000 Penalty: 809.177551
	Iteration 0F: 3 clusters Score -343850.5 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -345907.000000 Penalty: 809.177551
	Iteration 1F: 3 clusters Score -345907 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -346200.281250 Penalty: 809.177551
	Iteration 2F: 3 clusters Score -346200.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -346561.218750 Penalty: 809.177551
	Iteration 3F: 3 clusters Score -346561.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -347026.718750 Penalty: 809.177551
	Iteration 4F: 3 clusters Score -347026.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -347467.500000 Penalty: 809.177551
	Iteration 5F: 3 clusters Score -347467.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -347712.343750 Penalty: 809.177551
	Iteration 6F: 3 clusters Score -347712.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -347857.968750 Penalty: 809.177551
	Iteration 7Q: 3 clusters Score -347858 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -347940.531250 Penalty: 809.177551
	Iteration 8Q: 3 clusters Score -347940.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -347994.312500 Penalty: 809.177551
	Iteration 9Q: 3 clusters Score -347994.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -348030.531250 Penalty: 809.177551
	Iteration 10Q: 3 clusters Score -348030.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -348068.812500 Penalty: 809.177551
	Iteration 11Q: 3 clusters Score -348068.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -348100.093750 Penalty: 809.177551
	Iteration 12Q: 3 clusters Score -348100.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -348128.718750 Penalty: 809.177551
	Iteration 13Q: 3 clusters Score -348128.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -348156.625000 Penalty: 809.177551
	Iteration 14Q: 3 clusters Score -348156.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -348174.000000 Penalty: 809.177551
	Iteration 15Q: 3 clusters Score -348174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -348187.500000 Penalty: 809.177551
	Iteration 16Q: 3 clusters Score -348187.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -348199.093750 Penalty: 809.177551
	Iteration 17Q: 3 clusters Score -348199.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -348211.625000 Penalty: 809.177551
	Iteration 18Q: 3 clusters Score -348211.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -348223.562500 Penalty: 809.177551
	Iteration 19Q: 3 clusters Score -348223.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -348234.000000 Penalty: 809.177551
	Iteration 20F: 3 clusters Score -348234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -348243.750000 Penalty: 809.177551
	Iteration 21Q: 3 clusters Score -348243.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -348251.437500 Penalty: 809.177551
	Iteration 22Q: 3 clusters Score -348251.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -348261.687500 Penalty: 809.177551
	Iteration 23Q: 3 clusters Score -348261.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -348271.875000 Penalty: 809.177551
	Iteration 24Q: 3 clusters Score -348271.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -348286.187500 Penalty: 809.177551
	Iteration 25Q: 3 clusters Score -348286.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -348296.781250 Penalty: 809.177551
	Iteration 26Q: 3 clusters Score -348296.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -348306.156250 Penalty: 809.177551
	Iteration 27Q: 3 clusters Score -348306.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -348312.562500 Penalty: 809.177551
	Iteration 28Q: 3 clusters Score -348312.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -348315.562500 Penalty: 809.177551
	Iteration 29Q: 3 clusters Score -348315.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -348318.437500 Penalty: 809.177551
	Iteration 30Q: 3 clusters Score -348318.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -348322.625000 Penalty: 809.177551
	Iteration 31Q: 3 clusters Score -348322.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -348327.406250 Penalty: 809.177551
	Iteration 32Q: 3 clusters Score -348327.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -348329.875000 Penalty: 809.177551
	Iteration 33Q: 3 clusters Score -348329.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -348334.812500 Penalty: 809.177551
	Iteration 34Q: 3 clusters Score -348334.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -348339.625000 Penalty: 809.177551
	Iteration 35Q: 3 clusters Score -348339.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -348345.375000 Penalty: 809.177551
	Iteration 36Q: 3 clusters Score -348345.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -348349.375000 Penalty: 809.177551
	Iteration 37Q: 3 clusters Score -348349.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -348350.031250 Penalty: 809.177551
	Iteration 38Q: 3 clusters Score -348350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -348353.000000 Penalty: 809.177551
	Iteration 39Q: 3 clusters Score -348353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -348355.781250 Penalty: 809.177551
	Iteration 40F: 3 clusters Score -348355.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -348360.500000 Penalty: 809.177551
	Iteration 41Q: 3 clusters Score -348360.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -348363.875000 Penalty: 809.177551
	Iteration 42Q: 3 clusters Score -348363.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -348366.531250 Penalty: 809.177551
	Iteration 43Q: 3 clusters Score -348366.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -348368.031250 Penalty: 809.177551
	Iteration 44Q: 3 clusters Score -348368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -348372.218750 Penalty: 809.177551
	Iteration 45Q: 3 clusters Score -348372.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -348373.031250 Penalty: 809.177551
	Iteration 46Q: 3 clusters Score -348373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -348374.718750 Penalty: 809.177551
	Iteration 47Q: 3 clusters Score -348374.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -348374.312500 Penalty: 809.177551
	Iteration 48Q: 3 clusters Score -348374.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -348375.406250 Penalty: 809.177551
	Iteration 49Q: 3 clusters Score -348375.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -348376.750000 Penalty: 809.177551
	Iteration 50Q: 3 clusters Score -348376.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -348377.312500 Penalty: 809.177551
	Iteration 51Q: 3 clusters Score -348377.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -348378.781250 Penalty: 809.177551
	Iteration 52Q: 3 clusters Score -348378.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -348381.562500 Penalty: 809.177551
	Iteration 53Q: 3 clusters Score -348381.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -348382.625000 Penalty: 809.177551
	Iteration 54Q: 3 clusters Score -348382.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -348385.687500 Penalty: 809.177551
	Iteration 55Q: 3 clusters Score -348385.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -348387.781250 Penalty: 809.177551
	Iteration 56Q: 3 clusters Score -348387.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -348393.000000 Penalty: 809.177551
	Iteration 57Q: 3 clusters Score -348393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -348397.656250 Penalty: 809.177551
	Iteration 58Q: 3 clusters Score -348397.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -348402.750000 Penalty: 809.177551
	Iteration 59Q: 3 clusters Score -348402.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -348408.312500 Penalty: 809.177551
	Iteration 60F: 3 clusters Score -348408.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -348413.906250 Penalty: 809.177551
	Iteration 61Q: 3 clusters Score -348413.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -348416.375000 Penalty: 809.177551
	Iteration 62Q: 3 clusters Score -348416.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -348419.906250 Penalty: 809.177551
	Iteration 63Q: 3 clusters Score -348419.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -348424.031250 Penalty: 809.177551
	Iteration 64Q: 3 clusters Score -348424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -348428.000000 Penalty: 809.177551
	Iteration 65Q: 3 clusters Score -348428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -348429.593750 Penalty: 809.177551
	Iteration 66Q: 3 clusters Score -348429.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -348432.968750 Penalty: 809.177551
	Iteration 67Q: 3 clusters Score -348433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -348434.187500 Penalty: 809.177551
	Iteration 68Q: 3 clusters Score -348434.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -348436.906250 Penalty: 809.177551
	Iteration 69Q: 3 clusters Score -348436.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -348438.125000 Penalty: 809.177551
	Iteration 70Q: 3 clusters Score -348438.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -348438.687500 Penalty: 809.177551
	Iteration 71Q: 3 clusters Score -348438.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -348439.937500 Penalty: 809.177551
	Iteration 72Q: 3 clusters Score -348439.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -348441.406250 Penalty: 809.177551
	Iteration 73Q: 3 clusters Score -348441.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -348442.125000 Penalty: 809.177551
	Iteration 74Q: 3 clusters Score -348442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -348442.812500 Penalty: 809.177551
	Iteration 75Q: 3 clusters Score -348442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -348443.156250 Penalty: 809.177551
	Iteration 76Q: 3 clusters Score -348443.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -348443.375000 Penalty: 809.177551
	Iteration 77Q: 3 clusters Score -348443.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -348444.468750 Penalty: 809.177551
	Iteration 78Q: 3 clusters Score -348444.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -348445.625000 Penalty: 809.177551
	Iteration 79Q: 3 clusters Score -348445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -348445.468750 Penalty: 809.177551
	Iteration 80F: 3 clusters Score -348445.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -348446.187500 Penalty: 809.177551
	Iteration 81Q: 3 clusters Score -348446.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -348446.531250 Penalty: 809.177551
	Iteration 82Q: 3 clusters Score -348446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -348446.375000 Penalty: 809.177551
	Iteration 83Q: 3 clusters Score -348446.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -348447.718750 Penalty: 809.177551
	Iteration 84Q: 3 clusters Score -348447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -348448.062500 Penalty: 809.177551
	Iteration 85Q: 3 clusters Score -348448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -348448.187500 Penalty: 809.177551
	Iteration 86Q: 3 clusters Score -348448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -348448.468750 Penalty: 809.177551
	Iteration 87Q: 3 clusters Score -348448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -348448.625000 Penalty: 809.177551
	Iteration 88Q: 3 clusters Score -348448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -348448.437500 Penalty: 809.177551
	Iteration 89Q: 3 clusters Score -348448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -348448.906250 Penalty: 809.177551
	Iteration 90Q: 3 clusters Score -348448.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -348448.843750 Penalty: 809.177551
	Iteration 91Q: 3 clusters Score -348448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -348449.875000 Penalty: 809.177551
	Iteration 92Q: 3 clusters Score -348449.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -348450.093750 Penalty: 809.177551
	Iteration 93Q: 3 clusters Score -348450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -348450.093750 Penalty: 809.177551
	Iteration 94Q: 3 clusters Score -348450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -348450.031250 Penalty: 809.177551
	Iteration 95Q: 3 clusters Score -348450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -348450.031250 Penalty: 809.177551
	Iteration 96F: 3 clusters Score -348450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (130108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130108 members 
Entering Unmasked Estep 
Score: -6458292.500000 Penalty: 535.813477
	Iteration 0F: 2 clusters Score -6458292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -6370568.500000 Penalty: 1071.626953
	Iteration 0F: 3 clusters Score -6370568 nChanged 63663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -6411894.000000 Penalty: 1071.626953
	Iteration 1F: 3 clusters Score -6411894 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -6417450.000000 Penalty: 1071.626953
	Iteration 2F: 3 clusters Score -6417450 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -6426847.000000 Penalty: 1071.626953
	Iteration 3F: 3 clusters Score -6426847 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113291 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -6439569.000000 Penalty: 1071.626953
	Iteration 4F: 3 clusters Score -6439569 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123376 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -6450807.500000 Penalty: 1071.626953
	Iteration 5F: 3 clusters Score -6450808 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128473 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6456317.500000 Penalty: 1071.626953
	Iteration 6Q: 3 clusters Score -6456318 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129756 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6457549.500000 Penalty: 1071.626953
	Iteration 7Q: 3 clusters Score -6457550 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129991 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6457751.500000 Penalty: 1071.626953
	Iteration 8Q: 3 clusters Score -6457752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130029 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6457806.500000 Penalty: 1071.626953
	Iteration 9Q: 3 clusters Score -6457806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130037 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6457837.500000 Penalty: 1071.626953
	Iteration 10Q: 3 clusters Score -6457838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130035 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6457844.000000 Penalty: 1071.626953
	Iteration 11Q: 3 clusters Score -6457844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130036 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6457854.000000 Penalty: 1071.626953
	Iteration 12Q: 3 clusters Score -6457854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130035 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6457853.500000 Penalty: 1071.626953
	Iteration 13Q: 3 clusters Score -6457854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130035 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6457853.500000 Penalty: 1071.626953
	Iteration 14F: 3 clusters Score -6457854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Entering Unmasked Estep 
Score: -1033140.125000 Penalty: 452.041870
	Iteration 0F: 2 clusters Score -1033140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1019317.437500 Penalty: 904.083740
	Iteration 0F: 3 clusters Score -1019317 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1025121.875000 Penalty: 904.083740
	Iteration 1F: 3 clusters Score -1025122 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1025355.562500 Penalty: 904.083740
	Iteration 2Q: 3 clusters Score -1025356 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1025631.625000 Penalty: 904.083740
	Iteration 3Q: 3 clusters Score -1025632 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1025995.000000 Penalty: 904.083740
	Iteration 4Q: 3 clusters Score -1025995 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1026413.000000 Penalty: 904.083740
	Iteration 5Q: 3 clusters Score -1026413 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1026919.812500 Penalty: 904.083740
	Iteration 6Q: 3 clusters Score -1026920 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1027619.875000 Penalty: 904.083740
	Iteration 7F: 3 clusters Score -1027620 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1028355.187500 Penalty: 904.083740
	Iteration 8F: 3 clusters Score -1028355 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1028849.062500 Penalty: 904.083740
	Iteration 9Q: 3 clusters Score -1028849 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1029156.437500 Penalty: 904.083740
	Iteration 10Q: 3 clusters Score -1029156 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1029349.687500 Penalty: 904.083740
	Iteration 11Q: 3 clusters Score -1029350 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1029484.687500 Penalty: 904.083740
	Iteration 12Q: 3 clusters Score -1029485 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1029622.312500 Penalty: 904.083740
	Iteration 13Q: 3 clusters Score -1029622 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1029753.750000 Penalty: 904.083740
	Iteration 14Q: 3 clusters Score -1029754 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1029886.812500 Penalty: 904.083740
	Iteration 15Q: 3 clusters Score -1029887 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1030058.437500 Penalty: 904.083740
	Iteration 16Q: 3 clusters Score -1030058 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1030257.375000 Penalty: 904.083740
	Iteration 17Q: 3 clusters Score -1030257 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1030463.187500 Penalty: 904.083740
	Iteration 18Q: 3 clusters Score -1030463 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1030694.687500 Penalty: 904.083740
	Iteration 19Q: 3 clusters Score -1030695 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1030951.937500 Penalty: 904.083740
	Iteration 20F: 3 clusters Score -1030952 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1031245.562500 Penalty: 904.083740
	Iteration 21Q: 3 clusters Score -1031246 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1031506.437500 Penalty: 904.083740
	Iteration 22Q: 3 clusters Score -1031506 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1031781.875000 Penalty: 904.083740
	Iteration 23Q: 3 clusters Score -1031782 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -1032042.812500 Penalty: 904.083740
	Iteration 24Q: 3 clusters Score -1032043 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1032238.375000 Penalty: 904.083740
	Iteration 25Q: 3 clusters Score -1032238 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -1032388.000000 Penalty: 904.083740
	Iteration 26Q: 3 clusters Score -1032388 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1032499.250000 Penalty: 904.083740
	Iteration 27Q: 3 clusters Score -1032499 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -1032555.437500 Penalty: 904.083740
	Iteration 28Q: 3 clusters Score -1032555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -1032598.687500 Penalty: 904.083740
	Iteration 29Q: 3 clusters Score -1032599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -1032629.937500 Penalty: 904.083740
	Iteration 30Q: 3 clusters Score -1032630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -1032648.250000 Penalty: 904.083740
	Iteration 31Q: 3 clusters Score -1032648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -1032665.250000 Penalty: 904.083740
	Iteration 32Q: 3 clusters Score -1032665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -1032684.937500 Penalty: 904.083740
	Iteration 33Q: 3 clusters Score -1032685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -1032690.312500 Penalty: 904.083740
	Iteration 34Q: 3 clusters Score -1032690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -1032701.500000 Penalty: 904.083740
	Iteration 35Q: 3 clusters Score -1032702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1032708.812500 Penalty: 904.083740
	Iteration 36Q: 3 clusters Score -1032709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -1032712.375000 Penalty: 904.083740
	Iteration 37Q: 3 clusters Score -1032712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -1032714.375000 Penalty: 904.083740
	Iteration 38Q: 3 clusters Score -1032714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1032720.875000 Penalty: 904.083740
	Iteration 39Q: 3 clusters Score -1032721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -1032721.687500 Penalty: 904.083740
	Iteration 40F: 3 clusters Score -1032722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -1032728.875000 Penalty: 904.083740
	Iteration 41Q: 3 clusters Score -1032729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1032729.187500 Penalty: 904.083740
	Iteration 42Q: 3 clusters Score -1032729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1032731.187500 Penalty: 904.083740
	Iteration 43Q: 3 clusters Score -1032731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -1032734.312500 Penalty: 904.083740
	Iteration 44Q: 3 clusters Score -1032734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -1032735.437500 Penalty: 904.083740
	Iteration 45Q: 3 clusters Score -1032735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -1032737.062500 Penalty: 904.083740
	Iteration 46Q: 3 clusters Score -1032737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -1032742.437500 Penalty: 904.083740
	Iteration 47Q: 3 clusters Score -1032742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -1032747.125000 Penalty: 904.083740
	Iteration 48Q: 3 clusters Score -1032747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1032749.562500 Penalty: 904.083740
	Iteration 49Q: 3 clusters Score -1032750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -1032751.812500 Penalty: 904.083740
	Iteration 50Q: 3 clusters Score -1032752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -1032753.500000 Penalty: 904.083740
	Iteration 51Q: 3 clusters Score -1032754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -1032754.312500 Penalty: 904.083740
	Iteration 52Q: 3 clusters Score -1032754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1032755.812500 Penalty: 904.083740
	Iteration 53Q: 3 clusters Score -1032756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1032758.125000 Penalty: 904.083740
	Iteration 54Q: 3 clusters Score -1032758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1032759.000000 Penalty: 904.083740
	Iteration 55Q: 3 clusters Score -1032759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -1032758.250000 Penalty: 904.083740
	Iteration 56Q: 3 clusters Score -1032758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -1032759.500000 Penalty: 904.083740
	Iteration 57Q: 3 clusters Score -1032760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -1032759.750000 Penalty: 904.083740
	Iteration 58Q: 3 clusters Score -1032760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -1032759.750000 Penalty: 904.083740
	Iteration 59F: 3 clusters Score -1032760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -59712.019531 Penalty: 325.924347
	Iteration 0F: 2 clusters Score -59712.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -58693.210938 Penalty: 651.848694
	Iteration 0F: 3 clusters Score -58693.21 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -58991.617188 Penalty: 651.848694
	Iteration 1F: 3 clusters Score -58991.62 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -59050.175781 Penalty: 651.848694
	Iteration 2F: 3 clusters Score -59050.18 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -59093.574219 Penalty: 651.848694
	Iteration 3F: 3 clusters Score -59093.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -59134.449219 Penalty: 651.848694
	Iteration 4F: 3 clusters Score -59134.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -59179.460938 Penalty: 651.848694
	Iteration 5Q: 3 clusters Score -59179.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -59213.781250 Penalty: 651.848694
	Iteration 6Q: 3 clusters Score -59213.78 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -59250.910156 Penalty: 651.848694
	Iteration 7Q: 3 clusters Score -59250.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -59270.652344 Penalty: 651.848694
	Iteration 8Q: 3 clusters Score -59270.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -59288.246094 Penalty: 651.848694
	Iteration 9Q: 3 clusters Score -59288.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -59305.484375 Penalty: 651.848694
	Iteration 10Q: 3 clusters Score -59305.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -59320.589844 Penalty: 651.848694
	Iteration 11Q: 3 clusters Score -59320.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -59332.394531 Penalty: 651.848694
	Iteration 12Q: 3 clusters Score -59332.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -59347.042969 Penalty: 651.848694
	Iteration 13Q: 3 clusters Score -59347.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -59360.496094 Penalty: 651.848694
	Iteration 14Q: 3 clusters Score -59360.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -59381.519531 Penalty: 651.848694
	Iteration 15Q: 3 clusters Score -59381.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -59396.812500 Penalty: 651.848694
	Iteration 16Q: 3 clusters Score -59396.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -59411.824219 Penalty: 651.848694
	Iteration 17Q: 3 clusters Score -59411.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -59420.023438 Penalty: 651.848694
	Iteration 18Q: 3 clusters Score -59420.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -59422.839844 Penalty: 651.848694
	Iteration 19Q: 3 clusters Score -59422.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -59424.144531 Penalty: 651.848694
	Iteration 20F: 3 clusters Score -59424.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -59426.187500 Penalty: 651.848694
	Iteration 21Q: 3 clusters Score -59426.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -59426.781250 Penalty: 651.848694
	Iteration 22Q: 3 clusters Score -59426.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -59426.882812 Penalty: 651.848694
	Iteration 23Q: 3 clusters Score -59426.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -59426.882812 Penalty: 651.848694
	Iteration 24F: 3 clusters Score -59426.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Entering Unmasked Estep 
Score: -266487.343750 Penalty: 389.656799
	Iteration 0F: 2 clusters Score -266487.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -262970.843750 Penalty: 779.313599
	Iteration 0F: 3 clusters Score -262970.8 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -264251.250000 Penalty: 779.313599
	Iteration 1F: 3 clusters Score -264251.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -264426.375000 Penalty: 779.313599
	Iteration 2F: 3 clusters Score -264426.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -264637.281250 Penalty: 779.313599
	Iteration 3F: 3 clusters Score -264637.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -264864.062500 Penalty: 779.313599
	Iteration 4F: 3 clusters Score -264864.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -265148.062500 Penalty: 779.313599
	Iteration 5F: 3 clusters Score -265148.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -265387.843750 Penalty: 779.313599
	Iteration 6F: 3 clusters Score -265387.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -265525.125000 Penalty: 779.313599
	Iteration 7Q: 3 clusters Score -265525.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -265566.250000 Penalty: 779.313599
	Iteration 8Q: 3 clusters Score -265566.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -265589.468750 Penalty: 779.313599
	Iteration 9Q: 3 clusters Score -265589.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -265609.937500 Penalty: 779.313599
	Iteration 10Q: 3 clusters Score -265609.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -265627.468750 Penalty: 779.313599
	Iteration 11Q: 3 clusters Score -265627.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -265650.218750 Penalty: 779.313599
	Iteration 12Q: 3 clusters Score -265650.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -265676.593750 Penalty: 779.313599
	Iteration 13Q: 3 clusters Score -265676.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -265694.781250 Penalty: 779.313599
	Iteration 14Q: 3 clusters Score -265694.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -265715.656250 Penalty: 779.313599
	Iteration 15Q: 3 clusters Score -265715.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -265737.625000 Penalty: 779.313599
	Iteration 16Q: 3 clusters Score -265737.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -265757.125000 Penalty: 779.313599
	Iteration 17Q: 3 clusters Score -265757.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -265771.343750 Penalty: 779.313599
	Iteration 18Q: 3 clusters Score -265771.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -265784.843750 Penalty: 779.313599
	Iteration 19Q: 3 clusters Score -265784.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -265794.937500 Penalty: 779.313599
	Iteration 20F: 3 clusters Score -265794.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -265805.843750 Penalty: 779.313599
	Iteration 21Q: 3 clusters Score -265805.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -265813.250000 Penalty: 779.313599
	Iteration 22Q: 3 clusters Score -265813.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -265825.656250 Penalty: 779.313599
	Iteration 23Q: 3 clusters Score -265825.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -265836.437500 Penalty: 779.313599
	Iteration 24Q: 3 clusters Score -265836.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -265844.875000 Penalty: 779.313599
	Iteration 25Q: 3 clusters Score -265844.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -265856.875000 Penalty: 779.313599
	Iteration 26Q: 3 clusters Score -265856.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -265867.968750 Penalty: 779.313599
	Iteration 27Q: 3 clusters Score -265868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -265876.781250 Penalty: 779.313599
	Iteration 28Q: 3 clusters Score -265876.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -265884.781250 Penalty: 779.313599
	Iteration 29Q: 3 clusters Score -265884.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -265893.375000 Penalty: 779.313599
	Iteration 30Q: 3 clusters Score -265893.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -265900.656250 Penalty: 779.313599
	Iteration 31Q: 3 clusters Score -265900.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -265909.500000 Penalty: 779.313599
	Iteration 32Q: 3 clusters Score -265909.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -265919.843750 Penalty: 779.313599
	Iteration 33Q: 3 clusters Score -265919.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -265934.031250 Penalty: 779.313599
	Iteration 34Q: 3 clusters Score -265934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -265948.593750 Penalty: 779.313599
	Iteration 35Q: 3 clusters Score -265948.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -265959.000000 Penalty: 779.313599
	Iteration 36Q: 3 clusters Score -265959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -265967.718750 Penalty: 779.313599
	Iteration 37Q: 3 clusters Score -265967.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -265975.968750 Penalty: 779.313599
	Iteration 38Q: 3 clusters Score -265976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -265982.343750 Penalty: 779.313599
	Iteration 39Q: 3 clusters Score -265982.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -265986.156250 Penalty: 779.313599
	Iteration 40F: 3 clusters Score -265986.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -265990.375000 Penalty: 779.313599
	Iteration 41Q: 3 clusters Score -265990.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -265992.312500 Penalty: 779.313599
	Iteration 42Q: 3 clusters Score -265992.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -265994.093750 Penalty: 779.313599
	Iteration 43Q: 3 clusters Score -265994.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -265996.562500 Penalty: 779.313599
	Iteration 44Q: 3 clusters Score -265996.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -265998.218750 Penalty: 779.313599
	Iteration 45Q: 3 clusters Score -265998.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -266000.531250 Penalty: 779.313599
	Iteration 46Q: 3 clusters Score -266000.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -266002.093750 Penalty: 779.313599
	Iteration 47Q: 3 clusters Score -266002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -266002.343750 Penalty: 779.313599
	Iteration 48Q: 3 clusters Score -266002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -266002.812500 Penalty: 779.313599
	Iteration 49Q: 3 clusters Score -266002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -266003.562500 Penalty: 779.313599
	Iteration 50Q: 3 clusters Score -266003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -266004.781250 Penalty: 779.313599
	Iteration 51Q: 3 clusters Score -266004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -266006.875000 Penalty: 779.313599
	Iteration 52Q: 3 clusters Score -266006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -266007.937500 Penalty: 779.313599
	Iteration 53Q: 3 clusters Score -266007.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -266008.843750 Penalty: 779.313599
	Iteration 54Q: 3 clusters Score -266008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -266009.281250 Penalty: 779.313599
	Iteration 55Q: 3 clusters Score -266009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -266009.687500 Penalty: 779.313599
	Iteration 56Q: 3 clusters Score -266009.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -266010.250000 Penalty: 779.313599
	Iteration 57Q: 3 clusters Score -266010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -266010.718750 Penalty: 779.313599
	Iteration 58Q: 3 clusters Score -266010.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -266012.562500 Penalty: 779.313599
	Iteration 59Q: 3 clusters Score -266012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -266013.437500 Penalty: 779.313599
	Iteration 60F: 3 clusters Score -266013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -266013.437500 Penalty: 779.313599
	Iteration 61Q: 3 clusters Score -266013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -266014.187500 Penalty: 779.313599
	Iteration 62Q: 3 clusters Score -266014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -266014.312500 Penalty: 779.313599
	Iteration 63Q: 3 clusters Score -266014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -266013.687500 Penalty: 779.313599
	Iteration 64Q: 3 clusters Score -266013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -266013.718750 Penalty: 779.313599
	Iteration 65Q: 3 clusters Score -266013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -266013.718750 Penalty: 779.313599
	Iteration 66F: 3 clusters Score -266013.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -78261.953125 Penalty: 336.393463
	Iteration 0F: 2 clusters Score -78261.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -77054.281250 Penalty: 672.786926
	Iteration 0F: 3 clusters Score -77054.28 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -77386.820312 Penalty: 672.786926
	Iteration 1F: 3 clusters Score -77386.82 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -77445.085938 Penalty: 672.786926
	Iteration 2F: 3 clusters Score -77445.09 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -77487.625000 Penalty: 672.786926
	Iteration 3Q: 3 clusters Score -77487.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -77513.164062 Penalty: 672.786926
	Iteration 4Q: 3 clusters Score -77513.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -77536.421875 Penalty: 672.786926
	Iteration 5Q: 3 clusters Score -77536.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -77557.125000 Penalty: 672.786926
	Iteration 6Q: 3 clusters Score -77557.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -77578.343750 Penalty: 672.786926
	Iteration 7Q: 3 clusters Score -77578.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -77610.523438 Penalty: 672.786926
	Iteration 8Q: 3 clusters Score -77610.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -77646.507812 Penalty: 672.786926
	Iteration 9Q: 3 clusters Score -77646.51 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -77694.820312 Penalty: 672.786926
	Iteration 10Q: 3 clusters Score -77694.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77722.539062 Penalty: 672.786926
	Iteration 11Q: 3 clusters Score -77722.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -77740.765625 Penalty: 672.786926
	Iteration 12Q: 3 clusters Score -77740.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -77760.351562 Penalty: 672.786926
	Iteration 13Q: 3 clusters Score -77760.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77779.796875 Penalty: 672.786926
	Iteration 14Q: 3 clusters Score -77779.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -77802.375000 Penalty: 672.786926
	Iteration 15Q: 3 clusters Score -77802.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77826.242188 Penalty: 672.786926
	Iteration 16Q: 3 clusters Score -77826.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77837.937500 Penalty: 672.786926
	Iteration 17Q: 3 clusters Score -77837.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77845.289062 Penalty: 672.786926
	Iteration 18Q: 3 clusters Score -77845.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77850.312500 Penalty: 672.786926
	Iteration 19Q: 3 clusters Score -77850.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77854.320312 Penalty: 672.786926
	Iteration 20F: 3 clusters Score -77854.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -77859.078125 Penalty: 672.786926
	Iteration 21Q: 3 clusters Score -77859.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77864.234375 Penalty: 672.786926
	Iteration 22Q: 3 clusters Score -77864.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77870.773438 Penalty: 672.786926
	Iteration 23Q: 3 clusters Score -77870.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77877.906250 Penalty: 672.786926
	Iteration 24Q: 3 clusters Score -77877.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77884.945312 Penalty: 672.786926
	Iteration 25Q: 3 clusters Score -77884.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -77895.179688 Penalty: 672.786926
	Iteration 26Q: 3 clusters Score -77895.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77901.328125 Penalty: 672.786926
	Iteration 27Q: 3 clusters Score -77901.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -77909.437500 Penalty: 672.786926
	Iteration 28Q: 3 clusters Score -77909.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -77914.765625 Penalty: 672.786926
	Iteration 29Q: 3 clusters Score -77914.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -77918.218750 Penalty: 672.786926
	Iteration 30Q: 3 clusters Score -77918.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -77920.828125 Penalty: 672.786926
	Iteration 31Q: 3 clusters Score -77920.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -77923.648438 Penalty: 672.786926
	Iteration 32Q: 3 clusters Score -77923.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77924.070312 Penalty: 672.786926
	Iteration 33Q: 3 clusters Score -77924.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -77924.484375 Penalty: 672.786926
	Iteration 34Q: 3 clusters Score -77924.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -77924.914062 Penalty: 672.786926
	Iteration 35Q: 3 clusters Score -77924.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -77924.984375 Penalty: 672.786926
	Iteration 36Q: 3 clusters Score -77924.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -77924.984375 Penalty: 672.786926
	Iteration 37F: 3 clusters Score -77924.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Entering Unmasked Estep 
Score: -1829271.625000 Penalty: 478.591034
	Iteration 0F: 2 clusters Score -1829272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -1804392.000000 Penalty: 957.182068
	Iteration 0F: 3 clusters Score -1804392 nChanged 17948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1814908.500000 Penalty: 957.182068
	Iteration 1F: 3 clusters Score -1814908 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -1815244.500000 Penalty: 957.182068
	Iteration 2Q: 3 clusters Score -1815244 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -1815576.250000 Penalty: 957.182068
	Iteration 3Q: 3 clusters Score -1815576 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1815919.375000 Penalty: 957.182068
	Iteration 4Q: 3 clusters Score -1815919 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -1816246.625000 Penalty: 957.182068
	Iteration 5Q: 3 clusters Score -1816247 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -1816588.750000 Penalty: 957.182068
	Iteration 6Q: 3 clusters Score -1816589 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -1817027.375000 Penalty: 957.182068
	Iteration 7Q: 3 clusters Score -1817027 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -1817712.625000 Penalty: 957.182068
	Iteration 8Q: 3 clusters Score -1817713 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -1818923.875000 Penalty: 957.182068
	Iteration 9Q: 3 clusters Score -1818924 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -1820870.750000 Penalty: 957.182068
	Iteration 10F: 3 clusters Score -1820871 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -1822916.875000 Penalty: 957.182068
	Iteration 11F: 3 clusters Score -1822917 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -1823982.125000 Penalty: 957.182068
	Iteration 12F: 3 clusters Score -1823982 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -1824392.750000 Penalty: 957.182068
	Iteration 13Q: 3 clusters Score -1824393 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -1824704.750000 Penalty: 957.182068
	Iteration 14Q: 3 clusters Score -1824705 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -1824931.375000 Penalty: 957.182068
	Iteration 15Q: 3 clusters Score -1824931 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -1825184.875000 Penalty: 957.182068
	Iteration 16Q: 3 clusters Score -1825185 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -1825397.000000 Penalty: 957.182068
	Iteration 17Q: 3 clusters Score -1825397 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -1825590.125000 Penalty: 957.182068
	Iteration 18Q: 3 clusters Score -1825590 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -1825774.250000 Penalty: 957.182068
	Iteration 19Q: 3 clusters Score -1825774 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -1825959.125000 Penalty: 957.182068
	Iteration 20F: 3 clusters Score -1825959 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1826140.375000 Penalty: 957.182068
	Iteration 21Q: 3 clusters Score -1826140 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -1826285.625000 Penalty: 957.182068
	Iteration 22Q: 3 clusters Score -1826286 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -1826423.250000 Penalty: 957.182068
	Iteration 23Q: 3 clusters Score -1826423 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -1826506.500000 Penalty: 957.182068
	Iteration 24Q: 3 clusters Score -1826506 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -1826586.375000 Penalty: 957.182068
	Iteration 25Q: 3 clusters Score -1826586 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -1826662.000000 Penalty: 957.182068
	Iteration 26Q: 3 clusters Score -1826662 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -1826715.000000 Penalty: 957.182068
	Iteration 27Q: 3 clusters Score -1826715 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -1826770.375000 Penalty: 957.182068
	Iteration 28Q: 3 clusters Score -1826770 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -1826810.000000 Penalty: 957.182068
	Iteration 29Q: 3 clusters Score -1826810 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -1826843.250000 Penalty: 957.182068
	Iteration 30Q: 3 clusters Score -1826843 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -1826876.500000 Penalty: 957.182068
	Iteration 31Q: 3 clusters Score -1826876 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -1826892.375000 Penalty: 957.182068
	Iteration 32Q: 3 clusters Score -1826892 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1826916 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1826936 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1826965 nChanged 156
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Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1826974 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1826979 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1826990 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1826989 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1827004 nChanged 125
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Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1827009 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -1827019.750000 Penalty: 957.182068
	Iteration 42Q: 3 clusters Score -1827020 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1827030 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1827039 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1827049 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1827055 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1827060 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -1827072.500000 Penalty: 957.182068
	Iteration 48Q: 3 clusters Score -1827072 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1827073 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1827079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1827086 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1827089 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -1827100.500000 Penalty: 957.182068
	Iteration 53Q: 3 clusters Score -1827100 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1827099 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1827117 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1827108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1827117 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -1827122.750000 Penalty: 957.182068
	Iteration 58Q: 3 clusters Score -1827123 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1827132 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1827130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1827130 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1827129 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1827136 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1827141.250000 Penalty: 957.182068
	Iteration 64Q: 3 clusters Score -1827141 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1827142 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1827141 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1827143 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1827140 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1827142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -1827146.625000 Penalty: 957.182068
	Iteration 70Q: 3 clusters Score -1827147 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1827147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1827144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1827146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1827149.375000 Penalty: 957.182068
	Iteration 74Q: 3 clusters Score -1827149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1827152.625000 Penalty: 957.182068
	Iteration 75Q: 3 clusters Score -1827153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1827155.500000 Penalty: 957.182068
	Iteration 76Q: 3 clusters Score -1827156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1827157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1827154.750000 Penalty: 957.182068
	Iteration 78Q: 3 clusters Score -1827155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1827154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -1827158.875000 Penalty: 957.182068
	Iteration 80F: 3 clusters Score -1827159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1827157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1827159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1827162.375000 Penalty: 957.182068
	Iteration 83Q: 3 clusters Score -1827162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1827170.875000 Penalty: 957.182068
	Iteration 84Q: 3 clusters Score -1827171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1827175.000000 Penalty: 957.182068
	Iteration 85Q: 3 clusters Score -1827175 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -1827181.250000 Penalty: 957.182068
	Iteration 86Q: 3 clusters Score -1827181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1827182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1827185.500000 Penalty: 957.182068
	Iteration 88Q: 3 clusters Score -1827186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1827185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1827181.500000 Penalty: 957.182068
	Iteration 90Q: 3 clusters Score -1827182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1827177.500000 Penalty: 957.182068
	Iteration 91Q: 3 clusters Score -1827178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1827181.875000 Penalty: 957.182068
	Iteration 92Q: 3 clusters Score -1827182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1827186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1827182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1827182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1827183.750000 Penalty: 957.182068
	Iteration 96Q: 3 clusters Score -1827184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1827183.375000 Penalty: 957.182068
	Iteration 97Q: 3 clusters Score -1827183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1827179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1827182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -1827178.375000 Penalty: 957.182068
	Iteration 100F: 3 clusters Score -1827178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1827182.875000 Penalty: 957.182068
	Iteration 101Q: 3 clusters Score -1827183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1827187.625000 Penalty: 957.182068
	Iteration 102Q: 3 clusters Score -1827188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1827185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1827185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1827185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1827187 nChanged 42
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Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1827191 nChanged 39
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Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1827196.000000 Penalty: 957.182068
	Iteration 108Q: 3 clusters Score -1827196 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1827196 nChanged 42
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Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1827197 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1827196 nChanged 46
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Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1827197 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1827196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1827197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1827200 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1827205.000000 Penalty: 957.182068
	Iteration 116Q: 3 clusters Score -1827205 nChanged 74
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Mstep: Class 1 contains 19583 members 
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Entering Unmasked Estep 
Score: -1827209.500000 Penalty: 957.182068
	Iteration 117Q: 3 clusters Score -1827210 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1827216.250000 Penalty: 957.182068
	Iteration 118Q: 3 clusters Score -1827216 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1827225.125000 Penalty: 957.182068
	Iteration 119Q: 3 clusters Score -1827225 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1827226.750000 Penalty: 957.182068
	Iteration 120F: 3 clusters Score -1827227 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1827231.375000 Penalty: 957.182068
	Iteration 121Q: 3 clusters Score -1827231 nChanged 88
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Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1827237.250000 Penalty: 957.182068
	Iteration 122Q: 3 clusters Score -1827237 nChanged 100
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Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1827240.500000 Penalty: 957.182068
	Iteration 123Q: 3 clusters Score -1827240 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1827246.500000 Penalty: 957.182068
	Iteration 124Q: 3 clusters Score -1827246 nChanged 129
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Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1827257 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16372 members 
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Mstep: Class 1 contains 22526 members 
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Mstep: Class 2 contains 13740 members 
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	Iteration 160F: 3 clusters Score -1827484 nChanged 82
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Mstep: Class 1 contains 24892 members 
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	Iteration 194Q: 3 clusters Score -1827793 nChanged 109
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	Iteration 198Q: 3 clusters Score -1827822 nChanged 79
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	Iteration 199Q: 3 clusters Score -1827829 nChanged 80
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	Iteration 200F: 3 clusters Score -1827833 nChanged 81
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	Iteration 206Q: 3 clusters Score -1827898 nChanged 113
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	Iteration 207Q: 3 clusters Score -1827913 nChanged 106
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	Iteration 208Q: 3 clusters Score -1827919 nChanged 92
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	Iteration 209Q: 3 clusters Score -1827928 nChanged 84
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	Iteration 210Q: 3 clusters Score -1827934 nChanged 71
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	Iteration 211Q: 3 clusters Score -1827938 nChanged 71
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	Iteration 212Q: 3 clusters Score -1827939 nChanged 66
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	Iteration 213Q: 3 clusters Score -1827945 nChanged 56
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	Iteration 214Q: 3 clusters Score -1827951 nChanged 68
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	Iteration 215Q: 3 clusters Score -1827949 nChanged 55
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1827956 nChanged 59
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	Iteration 217Q: 3 clusters Score -1827958 nChanged 59
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1827961 nChanged 65
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Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 7577 members 
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Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1827980 nChanged 70
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Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29651 members 
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Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29925 members 
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	Iteration 225Q: 3 clusters Score -1828019 nChanged 87
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Mstep: Class 1 contains 30012 members 
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Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30303 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1828075 nChanged 75
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Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30451 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1828085 nChanged 73
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Mstep: Class 1 contains 30524 members 
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	Iteration 232Q: 3 clusters Score -1828093 nChanged 71
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Mstep: Class 2 contains 6398 members 
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	Iteration 233Q: 3 clusters Score -1828095 nChanged 82
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Mstep: Class 1 contains 30677 members 
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	Iteration 234Q: 3 clusters Score -1828101 nChanged 93
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Mstep: Class 1 contains 30770 members 
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Mstep: Class 1 contains 30861 members 
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Mstep: Class 1 contains 30943 members 
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Mstep: Class 1 contains 31050 members 
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Mstep: Class 1 contains 31133 members 
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Mstep: Class 1 contains 31211 members 
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	Iteration 240F: 3 clusters Score -1828168 nChanged 80
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Mstep: Class 1 contains 31353 members 
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Mstep: Class 1 contains 31418 members 
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	Iteration 244Q: 3 clusters Score -1828188 nChanged 66
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	Iteration 247Q: 3 clusters Score -1828214 nChanged 69
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Mstep: Class 1 contains 31761 members 
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Mstep: Class 1 contains 31815 members 
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	Iteration 249Q: 3 clusters Score -1828218 nChanged 45
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Mstep: Class 1 contains 31860 members 
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Mstep: Class 1 contains 31902 members 
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Mstep: Class 1 contains 31953 members 
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	Iteration 252Q: 3 clusters Score -1828240 nChanged 58
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	Iteration 253Q: 3 clusters Score -1828251 nChanged 72
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Mstep: Class 1 contains 32152 members 
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	Iteration 255Q: 3 clusters Score -1828263 nChanged 72
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Mstep: Class 1 contains 32222 members 
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	Iteration 257Q: 3 clusters Score -1828282 nChanged 79
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Mstep: Class 1 contains 32373 members 
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Mstep: Class 1 contains 32467 members 
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Mstep: Class 1 contains 32557 members 
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	Iteration 260F: 3 clusters Score -1828323 nChanged 87
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Mstep: Class 1 contains 32644 members 
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	Iteration 261Q: 3 clusters Score -1828333 nChanged 88
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Mstep: Class 1 contains 32732 members 
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	Iteration 262Q: 3 clusters Score -1828350 nChanged 69
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Mstep: Class 1 contains 32801 members 
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	Iteration 263Q: 3 clusters Score -1828364 nChanged 64
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Mstep: Class 1 contains 32865 members 
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	Iteration 264Q: 3 clusters Score -1828367 nChanged 53
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Mstep: Class 1 contains 32918 members 
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	Iteration 265Q: 3 clusters Score -1828370 nChanged 38
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	Iteration 266Q: 3 clusters Score -1828370 nChanged 33
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	Iteration 267Q: 3 clusters Score -1828375 nChanged 35
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Mstep: Class 1 contains 33024 members 
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	Iteration 268Q: 3 clusters Score -1828377 nChanged 33
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	Iteration 269Q: 3 clusters Score -1828377 nChanged 35
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	Iteration 270Q: 3 clusters Score -1828380 nChanged 41
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	Iteration 271Q: 3 clusters Score -1828380 nChanged 41
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Mstep: Class 1 contains 33174 members 
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	Iteration 272Q: 3 clusters Score -1828384 nChanged 43
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	Iteration 273Q: 3 clusters Score -1828392 nChanged 44
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	Iteration 274Q: 3 clusters Score -1828400 nChanged 40
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	Iteration 275Q: 3 clusters Score -1828405 nChanged 56
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Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1828412 nChanged 58
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	Iteration 277Q: 3 clusters Score -1828415 nChanged 57
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	Iteration 278Q: 3 clusters Score -1828421 nChanged 64
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	Iteration 279Q: 3 clusters Score -1828433 nChanged 64
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -1828451 nChanged 62
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	Iteration 281Q: 3 clusters Score -1828455 nChanged 67
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Mstep: Class 1 contains 33727 members 
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	Iteration 282Q: 3 clusters Score -1828461 nChanged 52
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Mstep: Class 1 contains 33779 members 
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	Iteration 283Q: 3 clusters Score -1828466 nChanged 53
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	Iteration 284Q: 3 clusters Score -1828475 nChanged 51
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Mstep: Class 1 contains 33879 members 
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	Iteration 285Q: 3 clusters Score -1828481 nChanged 33
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	Iteration 286Q: 3 clusters Score -1828482 nChanged 35
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	Iteration 287Q: 3 clusters Score -1828482 nChanged 39
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	Iteration 288Q: 3 clusters Score -1828492 nChanged 31
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	Iteration 289Q: 3 clusters Score -1828498 nChanged 30
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	Iteration 291Q: 3 clusters Score -1828498 nChanged 31
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Mstep: Class 1 contains 34100 members 
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	Iteration 293Q: 3 clusters Score -1828506 nChanged 26
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	Iteration 296Q: 3 clusters Score -1828517 nChanged 24
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	Iteration 297Q: 3 clusters Score -1828522 nChanged 25
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	Iteration 298Q: 3 clusters Score -1828523 nChanged 27
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	Iteration 299Q: 3 clusters Score -1828521 nChanged 26
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Mstep: Class 1 contains 34303 members 
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Score: -1828519.875000 Penalty: 957.182068
	Iteration 300F: 3 clusters Score -1828520 nChanged 20
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Mstep: Class 1 contains 34323 members 
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	Iteration 301Q: 3 clusters Score -1828517 nChanged 23
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	Iteration 302Q: 3 clusters Score -1828522 nChanged 25
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	Iteration 303Q: 3 clusters Score -1828526 nChanged 27
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	Iteration 304Q: 3 clusters Score -1828533 nChanged 23
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	Iteration 305Q: 3 clusters Score -1828534 nChanged 26
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	Iteration 306Q: 3 clusters Score -1828533 nChanged 25
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	Iteration 307Q: 3 clusters Score -1828542 nChanged 32
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	Iteration 308Q: 3 clusters Score -1828546 nChanged 28
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Score: -1828543.625000 Penalty: 957.182068
	Iteration 309Q: 3 clusters Score -1828544 nChanged 25
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	Iteration 310Q: 3 clusters Score -1828546 nChanged 26
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Entering Unmasked Estep 
Score: -1828550.625000 Penalty: 957.182068
	Iteration 311Q: 3 clusters Score -1828551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1828552.875000 Penalty: 957.182068
	Iteration 312Q: 3 clusters Score -1828553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1828552.250000 Penalty: 957.182068
	Iteration 313Q: 3 clusters Score -1828552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1828553.500000 Penalty: 957.182068
	Iteration 314Q: 3 clusters Score -1828554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1828556.125000 Penalty: 957.182068
	Iteration 315Q: 3 clusters Score -1828556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1828556.000000 Penalty: 957.182068
	Iteration 316Q: 3 clusters Score -1828556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1828559.750000 Penalty: 957.182068
	Iteration 317Q: 3 clusters Score -1828560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1828559.250000 Penalty: 957.182068
	Iteration 318Q: 3 clusters Score -1828559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1828563.000000 Penalty: 957.182068
	Iteration 319Q: 3 clusters Score -1828563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1828567.875000 Penalty: 957.182068
	Iteration 320F: 3 clusters Score -1828568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1828570.500000 Penalty: 957.182068
	Iteration 321Q: 3 clusters Score -1828570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1828577.250000 Penalty: 957.182068
	Iteration 322Q: 3 clusters Score -1828577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1828578.375000 Penalty: 957.182068
	Iteration 323Q: 3 clusters Score -1828578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1828585.000000 Penalty: 957.182068
	Iteration 324Q: 3 clusters Score -1828585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1828588.375000 Penalty: 957.182068
	Iteration 325Q: 3 clusters Score -1828588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1828593.125000 Penalty: 957.182068
	Iteration 326Q: 3 clusters Score -1828593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1828593.625000 Penalty: 957.182068
	Iteration 327Q: 3 clusters Score -1828594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1828598.250000 Penalty: 957.182068
	Iteration 328Q: 3 clusters Score -1828598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1828597.500000 Penalty: 957.182068
	Iteration 329Q: 3 clusters Score -1828598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1828604.000000 Penalty: 957.182068
	Iteration 330Q: 3 clusters Score -1828604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1828603.875000 Penalty: 957.182068
	Iteration 331Q: 3 clusters Score -1828604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1828604.375000 Penalty: 957.182068
	Iteration 332Q: 3 clusters Score -1828604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1828611.250000 Penalty: 957.182068
	Iteration 333Q: 3 clusters Score -1828611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1828616.375000 Penalty: 957.182068
	Iteration 334Q: 3 clusters Score -1828616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1828617.125000 Penalty: 957.182068
	Iteration 335Q: 3 clusters Score -1828617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1828617.750000 Penalty: 957.182068
	Iteration 336Q: 3 clusters Score -1828618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1828617.125000 Penalty: 957.182068
	Iteration 337Q: 3 clusters Score -1828617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1828617.875000 Penalty: 957.182068
	Iteration 338Q: 3 clusters Score -1828618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1828615.625000 Penalty: 957.182068
	Iteration 339Q: 3 clusters Score -1828616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1828616.875000 Penalty: 957.182068
	Iteration 340F: 3 clusters Score -1828617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1828614.875000 Penalty: 957.182068
	Iteration 341Q: 3 clusters Score -1828615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1828615.625000 Penalty: 957.182068
	Iteration 342Q: 3 clusters Score -1828616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1828615.375000 Penalty: 957.182068
	Iteration 343Q: 3 clusters Score -1828615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1828614.750000 Penalty: 957.182068
	Iteration 344Q: 3 clusters Score -1828615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1828614.750000 Penalty: 957.182068
	Iteration 345F: 3 clusters Score -1828615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (186009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186009 members 
Entering Unmasked Estep 
Score: -9326433.000000 Penalty: 552.076538
	Iteration 0F: 2 clusters Score -9326433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -9202047.000000 Penalty: 1104.153076
	Iteration 0F: 3 clusters Score -9202047 nChanged 91240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -9257055.000000 Penalty: 1104.153076
	Iteration 1F: 3 clusters Score -9257055 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86028 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -9258514.000000 Penalty: 1104.153076
	Iteration 2Q: 3 clusters Score -9258514 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 104269 members 
Entering Unmasked Estep 
Score: -9260932.000000 Penalty: 1104.153076
	Iteration 3Q: 3 clusters Score -9260932 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -9264907.000000 Penalty: 1104.153076
	Iteration 4F: 3 clusters Score -9264907 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 118210 members 
Entering Unmasked Estep 
Score: -9270625.000000 Penalty: 1104.153076
	Iteration 5F: 3 clusters Score -9270625 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 127230 members 
Entering Unmasked Estep 
Score: -9278202.000000 Penalty: 1104.153076
	Iteration 6F: 3 clusters Score -9278202 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 136633 members 
Entering Unmasked Estep 
Score: -9287290.000000 Penalty: 1104.153076
	Iteration 7F: 3 clusters Score -9287290 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 144851 members 
Entering Unmasked Estep 
Score: -9297243.000000 Penalty: 1104.153076
	Iteration 8F: 3 clusters Score -9297243 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 150860 members 
Entering Unmasked Estep 
Score: -9305637.000000 Penalty: 1104.153076
	Iteration 9Q: 3 clusters Score -9305637 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -9310192.000000 Penalty: 1104.153076
	Iteration 10Q: 3 clusters Score -9310192 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 158104 members 
Entering Unmasked Estep 
Score: -9312776.000000 Penalty: 1104.153076
	Iteration 11Q: 3 clusters Score -9312776 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 161163 members 
Entering Unmasked Estep 
Score: -9314985.000000 Penalty: 1104.153076
	Iteration 12Q: 3 clusters Score -9314985 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 164033 members 
Entering Unmasked Estep 
Score: -9317189.000000 Penalty: 1104.153076
	Iteration 13Q: 3 clusters Score -9317189 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 166686 members 
Entering Unmasked Estep 
Score: -9319232.000000 Penalty: 1104.153076
	Iteration 14Q: 3 clusters Score -9319232 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 169117 members 
Entering Unmasked Estep 
Score: -9321029.000000 Penalty: 1104.153076
	Iteration 15Q: 3 clusters Score -9321029 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 171295 members 
Entering Unmasked Estep 
Score: -9322487.000000 Penalty: 1104.153076
	Iteration 16Q: 3 clusters Score -9322487 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 173138 members 
Entering Unmasked Estep 
Score: -9323524.000000 Penalty: 1104.153076
	Iteration 17Q: 3 clusters Score -9323524 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 174684 members 
Entering Unmasked Estep 
Score: -9324191.000000 Penalty: 1104.153076
	Iteration 18Q: 3 clusters Score -9324191 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 175967 members 
Entering Unmasked Estep 
Score: -9324629.000000 Penalty: 1104.153076
	Iteration 19Q: 3 clusters Score -9324629 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 177090 members 
Entering Unmasked Estep 
Score: -9324935.000000 Penalty: 1104.153076
	Iteration 20F: 3 clusters Score -9324935 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 178013 members 
Entering Unmasked Estep 
Score: -9325181.000000 Penalty: 1104.153076
	Iteration 21Q: 3 clusters Score -9325181 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 178783 members 
Entering Unmasked Estep 
Score: -9325327.000000 Penalty: 1104.153076
	Iteration 22Q: 3 clusters Score -9325327 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 179433 members 
Entering Unmasked Estep 
Score: -9325506.000000 Penalty: 1104.153076
	Iteration 23Q: 3 clusters Score -9325506 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 180009 members 
Entering Unmasked Estep 
Score: -9325566.000000 Penalty: 1104.153076
	Iteration 24Q: 3 clusters Score -9325566 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 180493 members 
Entering Unmasked Estep 
Score: -9325595.000000 Penalty: 1104.153076
	Iteration 25Q: 3 clusters Score -9325595 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 180907 members 
Entering Unmasked Estep 
Score: -9325622.000000 Penalty: 1104.153076
	Iteration 26Q: 3 clusters Score -9325622 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 181299 members 
Entering Unmasked Estep 
Score: -9325674.000000 Penalty: 1104.153076
	Iteration 27Q: 3 clusters Score -9325674 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 181648 members 
Entering Unmasked Estep 
Score: -9325661.000000 Penalty: 1104.153076
	Iteration 28Q: 3 clusters Score -9325661 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 181961 members 
Entering Unmasked Estep 
Score: -9325702.000000 Penalty: 1104.153076
	Iteration 29Q: 3 clusters Score -9325702 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 182225 members 
Entering Unmasked Estep 
Score: -9325708.000000 Penalty: 1104.153076
	Iteration 30Q: 3 clusters Score -9325708 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 182467 members 
Entering Unmasked Estep 
Score: -9325735.000000 Penalty: 1104.153076
	Iteration 31Q: 3 clusters Score -9325735 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 182707 members 
Entering Unmasked Estep 
Score: -9325789.000000 Penalty: 1104.153076
	Iteration 32Q: 3 clusters Score -9325789 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 182928 members 
Entering Unmasked Estep 
Score: -9325811.000000 Penalty: 1104.153076
	Iteration 33Q: 3 clusters Score -9325811 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 183129 members 
Entering Unmasked Estep 
Score: -9325857.000000 Penalty: 1104.153076
	Iteration 34Q: 3 clusters Score -9325857 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 183288 members 
Entering Unmasked Estep 
Score: -9325877.000000 Penalty: 1104.153076
	Iteration 35Q: 3 clusters Score -9325877 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 183431 members 
Entering Unmasked Estep 
Score: -9325902.000000 Penalty: 1104.153076
	Iteration 36Q: 3 clusters Score -9325902 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 183571 members 
Entering Unmasked Estep 
Score: -9325912.000000 Penalty: 1104.153076
	Iteration 37Q: 3 clusters Score -9325912 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 183697 members 
Entering Unmasked Estep 
Score: -9325924.000000 Penalty: 1104.153076
	Iteration 38Q: 3 clusters Score -9325924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 183819 members 
Entering Unmasked Estep 
Score: -9325909.000000 Penalty: 1104.153076
	Iteration 39Q: 3 clusters Score -9325909 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 183938 members 
Entering Unmasked Estep 
Score: -9325912.000000 Penalty: 1104.153076
	Iteration 40F: 3 clusters Score -9325912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 184037 members 
Entering Unmasked Estep 
Score: -9325930.000000 Penalty: 1104.153076
	Iteration 41Q: 3 clusters Score -9325930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 184127 members 
Entering Unmasked Estep 
Score: -9325938.000000 Penalty: 1104.153076
	Iteration 42Q: 3 clusters Score -9325938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 184201 members 
Entering Unmasked Estep 
Score: -9325943.000000 Penalty: 1104.153076
	Iteration 43Q: 3 clusters Score -9325943 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 184270 members 
Entering Unmasked Estep 
Score: -9325930.000000 Penalty: 1104.153076
	Iteration 44Q: 3 clusters Score -9325930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 184330 members 
Entering Unmasked Estep 
Score: -9325921.000000 Penalty: 1104.153076
	Iteration 45Q: 3 clusters Score -9325921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 184391 members 
Entering Unmasked Estep 
Score: -9325949.000000 Penalty: 1104.153076
	Iteration 46Q: 3 clusters Score -9325949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 184450 members 
Entering Unmasked Estep 
Score: -9325966.000000 Penalty: 1104.153076
	Iteration 47Q: 3 clusters Score -9325966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 184514 members 
Entering Unmasked Estep 
Score: -9325969.000000 Penalty: 1104.153076
	Iteration 48Q: 3 clusters Score -9325969 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 184565 members 
Entering Unmasked Estep 
Score: -9325991.000000 Penalty: 1104.153076
	Iteration 49Q: 3 clusters Score -9325991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 184609 members 
Entering Unmasked Estep 
Score: -9326007.000000 Penalty: 1104.153076
	Iteration 50Q: 3 clusters Score -9326007 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 184659 members 
Entering Unmasked Estep 
Score: -9326002.000000 Penalty: 1104.153076
	Iteration 51Q: 3 clusters Score -9326002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 184714 members 
Entering Unmasked Estep 
Score: -9326026.000000 Penalty: 1104.153076
	Iteration 52Q: 3 clusters Score -9326026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 184768 members 
Entering Unmasked Estep 
Score: -9326031.000000 Penalty: 1104.153076
	Iteration 53Q: 3 clusters Score -9326031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 184818 members 
Entering Unmasked Estep 
Score: -9326055.000000 Penalty: 1104.153076
	Iteration 54Q: 3 clusters Score -9326055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 184859 members 
Entering Unmasked Estep 
Score: -9326054.000000 Penalty: 1104.153076
	Iteration 55Q: 3 clusters Score -9326054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 184898 members 
Entering Unmasked Estep 
Score: -9326083.000000 Penalty: 1104.153076
	Iteration 56Q: 3 clusters Score -9326083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 184932 members 
Entering Unmasked Estep 
Score: -9326096.000000 Penalty: 1104.153076
	Iteration 57Q: 3 clusters Score -9326096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 184973 members 
Entering Unmasked Estep 
Score: -9326137.000000 Penalty: 1104.153076
	Iteration 58Q: 3 clusters Score -9326137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 185006 members 
Entering Unmasked Estep 
Score: -9326153.000000 Penalty: 1104.153076
	Iteration 59Q: 3 clusters Score -9326153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 185039 members 
Entering Unmasked Estep 
Score: -9326151.000000 Penalty: 1104.153076
	Iteration 60F: 3 clusters Score -9326151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 185065 members 
Entering Unmasked Estep 
Score: -9326176.000000 Penalty: 1104.153076
	Iteration 61Q: 3 clusters Score -9326176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 185086 members 
Entering Unmasked Estep 
Score: -9326169.000000 Penalty: 1104.153076
	Iteration 62Q: 3 clusters Score -9326169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 185103 members 
Entering Unmasked Estep 
Score: -9326189.000000 Penalty: 1104.153076
	Iteration 63Q: 3 clusters Score -9326189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 185115 members 
Entering Unmasked Estep 
Score: -9326190.000000 Penalty: 1104.153076
	Iteration 64Q: 3 clusters Score -9326190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 185127 members 
Entering Unmasked Estep 
Score: -9326182.000000 Penalty: 1104.153076
	Iteration 65Q: 3 clusters Score -9326182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 185128 members 
Entering Unmasked Estep 
Score: -9326199.000000 Penalty: 1104.153076
	Iteration 66Q: 3 clusters Score -9326199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 185130 members 
Entering Unmasked Estep 
Score: -9326201.000000 Penalty: 1104.153076
	Iteration 67Q: 3 clusters Score -9326201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 185134 members 
Entering Unmasked Estep 
Score: -9326196.000000 Penalty: 1104.153076
	Iteration 68Q: 3 clusters Score -9326196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 185138 members 
Entering Unmasked Estep 
Score: -9326209.000000 Penalty: 1104.153076
	Iteration 69Q: 3 clusters Score -9326209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 185137 members 
Entering Unmasked Estep 
Score: -9326210.000000 Penalty: 1104.153076
	Iteration 70Q: 3 clusters Score -9326210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 185138 members 
Entering Unmasked Estep 
Score: -9326212.000000 Penalty: 1104.153076
	Iteration 71Q: 3 clusters Score -9326212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 185138 members 
Entering Unmasked Estep 
Score: -9326212.000000 Penalty: 1104.153076
	Iteration 72Q: 3 clusters Score -9326212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 185137 members 
Entering Unmasked Estep 
Score: -9326225.000000 Penalty: 1104.153076
	Iteration 73Q: 3 clusters Score -9326225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 185138 members 
Entering Unmasked Estep 
Score: -9326227.000000 Penalty: 1104.153076
	Iteration 74Q: 3 clusters Score -9326227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 185143 members 
Entering Unmasked Estep 
Score: -9326232.000000 Penalty: 1104.153076
	Iteration 75Q: 3 clusters Score -9326232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 185145 members 
Entering Unmasked Estep 
Score: -9326228.000000 Penalty: 1104.153076
	Iteration 76Q: 3 clusters Score -9326228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 185145 members 
Entering Unmasked Estep 
Score: -9326227.000000 Penalty: 1104.153076
	Iteration 77Q: 3 clusters Score -9326227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 185148 members 
Entering Unmasked Estep 
Score: -9326227.000000 Penalty: 1104.153076
	Iteration 78Q: 3 clusters Score -9326227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 185149 members 
Entering Unmasked Estep 
Score: -9326235.000000 Penalty: 1104.153076
	Iteration 79Q: 3 clusters Score -9326235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 185150 members 
Entering Unmasked Estep 
Score: -9326232.000000 Penalty: 1104.153076
	Iteration 80F: 3 clusters Score -9326232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 185153 members 
Entering Unmasked Estep 
Score: -9326229.000000 Penalty: 1104.153076
	Iteration 81Q: 3 clusters Score -9326229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 185153 members 
Entering Unmasked Estep 
Score: -9326237.000000 Penalty: 1104.153076
	Iteration 82Q: 3 clusters Score -9326237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 185151 members 
Entering Unmasked Estep 
Score: -9326233.000000 Penalty: 1104.153076
	Iteration 83Q: 3 clusters Score -9326233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 185160 members 
Entering Unmasked Estep 
Score: -9326241.000000 Penalty: 1104.153076
	Iteration 84Q: 3 clusters Score -9326241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 185165 members 
Entering Unmasked Estep 
Score: -9326238.000000 Penalty: 1104.153076
	Iteration 85Q: 3 clusters Score -9326238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 185170 members 
Entering Unmasked Estep 
Score: -9326243.000000 Penalty: 1104.153076
	Iteration 86Q: 3 clusters Score -9326243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 185167 members 
Entering Unmasked Estep 
Score: -9326244.000000 Penalty: 1104.153076
	Iteration 87Q: 3 clusters Score -9326244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 185164 members 
Entering Unmasked Estep 
Score: -9326239.000000 Penalty: 1104.153076
	Iteration 88Q: 3 clusters Score -9326239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 185158 members 
Entering Unmasked Estep 
Score: -9326242.000000 Penalty: 1104.153076
	Iteration 89Q: 3 clusters Score -9326242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 185148 members 
Entering Unmasked Estep 
Score: -9326248.000000 Penalty: 1104.153076
	Iteration 90Q: 3 clusters Score -9326248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 185141 members 
Entering Unmasked Estep 
Score: -9326254.000000 Penalty: 1104.153076
	Iteration 91Q: 3 clusters Score -9326254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 185130 members 
Entering Unmasked Estep 
Score: -9326264.000000 Penalty: 1104.153076
	Iteration 92Q: 3 clusters Score -9326264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 185108 members 
Entering Unmasked Estep 
Score: -9326281.000000 Penalty: 1104.153076
	Iteration 93Q: 3 clusters Score -9326281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 185090 members 
Entering Unmasked Estep 
Score: -9326287.000000 Penalty: 1104.153076
	Iteration 94Q: 3 clusters Score -9326287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 185076 members 
Entering Unmasked Estep 
Score: -9326307.000000 Penalty: 1104.153076
	Iteration 95Q: 3 clusters Score -9326307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 185062 members 
Entering Unmasked Estep 
Score: -9326320.000000 Penalty: 1104.153076
	Iteration 96Q: 3 clusters Score -9326320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 185054 members 
Entering Unmasked Estep 
Score: -9326328.000000 Penalty: 1104.153076
	Iteration 97Q: 3 clusters Score -9326328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 185046 members 
Entering Unmasked Estep 
Score: -9326327.000000 Penalty: 1104.153076
	Iteration 98Q: 3 clusters Score -9326327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 185044 members 
Entering Unmasked Estep 
Score: -9326334.000000 Penalty: 1104.153076
	Iteration 99Q: 3 clusters Score -9326334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 185040 members 
Entering Unmasked Estep 
Score: -9326332.000000 Penalty: 1104.153076
	Iteration 100F: 3 clusters Score -9326332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 185042 members 
Entering Unmasked Estep 
Score: -9326328.000000 Penalty: 1104.153076
	Iteration 101Q: 3 clusters Score -9326328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 185040 members 
Entering Unmasked Estep 
Score: -9326333.000000 Penalty: 1104.153076
	Iteration 102Q: 3 clusters Score -9326333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 185036 members 
Entering Unmasked Estep 
Score: -9326334.000000 Penalty: 1104.153076
	Iteration 103Q: 3 clusters Score -9326334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 185032 members 
Entering Unmasked Estep 
Score: -9326332.000000 Penalty: 1104.153076
	Iteration 104Q: 3 clusters Score -9326332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 185029 members 
Entering Unmasked Estep 
Score: -9326328.000000 Penalty: 1104.153076
	Iteration 105Q: 3 clusters Score -9326328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 185024 members 
Entering Unmasked Estep 
Score: -9326323.000000 Penalty: 1104.153076
	Iteration 106Q: 3 clusters Score -9326323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 185025 members 
Entering Unmasked Estep 
Score: -9326322.000000 Penalty: 1104.153076
	Iteration 107Q: 3 clusters Score -9326322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 185025 members 
Entering Unmasked Estep 
Score: -9326318.000000 Penalty: 1104.153076
	Iteration 108Q: 3 clusters Score -9326318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 185025 members 
Entering Unmasked Estep 
Score: -9326321.000000 Penalty: 1104.153076
	Iteration 109Q: 3 clusters Score -9326321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 185025 members 
Entering Unmasked Estep 
Score: -9326320.000000 Penalty: 1104.153076
	Iteration 110Q: 3 clusters Score -9326320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 185023 members 
Entering Unmasked Estep 
Score: -9326323.000000 Penalty: 1104.153076
	Iteration 111Q: 3 clusters Score -9326323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 185023 members 
Entering Unmasked Estep 
Score: -9326324.000000 Penalty: 1104.153076
	Iteration 112Q: 3 clusters Score -9326324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 185024 members 
Entering Unmasked Estep 
Score: -9326321.000000 Penalty: 1104.153076
	Iteration 113Q: 3 clusters Score -9326321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 185024 members 
Entering Unmasked Estep 
Score: -9326321.000000 Penalty: 1104.153076
	Iteration 114F: 3 clusters Score -9326321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Entering Unmasked Estep 
Score: -1737882.250000 Penalty: 478.547943
	Iteration 0F: 2 clusters Score -1737882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1712953.250000 Penalty: 957.095886
	Iteration 0F: 3 clusters Score -1712953 nChanged 17839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1724294.625000 Penalty: 957.095886
	Iteration 1F: 3 clusters Score -1724295 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1725845.375000 Penalty: 957.095886
	Iteration 2F: 3 clusters Score -1725845 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1728536.375000 Penalty: 957.095886
	Iteration 3F: 3 clusters Score -1728536 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1732247.875000 Penalty: 957.095886
	Iteration 4F: 3 clusters Score -1732248 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1735404.750000 Penalty: 957.095886
	Iteration 5F: 3 clusters Score -1735405 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1736916.250000 Penalty: 957.095886
	Iteration 6Q: 3 clusters Score -1736916 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1737337.000000 Penalty: 957.095886
	Iteration 7Q: 3 clusters Score -1737337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1737437.500000 Penalty: 957.095886
	Iteration 8Q: 3 clusters Score -1737438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1737468.375000 Penalty: 957.095886
	Iteration 9Q: 3 clusters Score -1737468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1737472.875000 Penalty: 957.095886
	Iteration 10Q: 3 clusters Score -1737473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1737472.875000 Penalty: 957.095886
	Iteration 11F: 3 clusters Score -1737473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Entering Unmasked Estep 
Score: -1763252.000000 Penalty: 477.009155
	Iteration 0F: 2 clusters Score -1763252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1739216.500000 Penalty: 954.018311
	Iteration 0F: 3 clusters Score -1739216 nChanged 17354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1750925.750000 Penalty: 954.018311
	Iteration 1F: 3 clusters Score -1750926 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -1752750.750000 Penalty: 954.018311
	Iteration 2F: 3 clusters Score -1752751 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -1755220.625000 Penalty: 954.018311
	Iteration 3F: 3 clusters Score -1755221 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -1757449.375000 Penalty: 954.018311
	Iteration 4F: 3 clusters Score -1757449 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -1758841.500000 Penalty: 954.018311
	Iteration 5F: 3 clusters Score -1758842 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -1759477.000000 Penalty: 954.018311
	Iteration 6Q: 3 clusters Score -1759477 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -1759823.250000 Penalty: 954.018311
	Iteration 7Q: 3 clusters Score -1759823 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -1760063.875000 Penalty: 954.018311
	Iteration 8Q: 3 clusters Score -1760064 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -1760259.875000 Penalty: 954.018311
	Iteration 9Q: 3 clusters Score -1760260 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -1760427.000000 Penalty: 954.018311
	Iteration 10Q: 3 clusters Score -1760427 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -1760585.250000 Penalty: 954.018311
	Iteration 11Q: 3 clusters Score -1760585 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -1760754.000000 Penalty: 954.018311
	Iteration 12Q: 3 clusters Score -1760754 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -1760910.500000 Penalty: 954.018311
	Iteration 13Q: 3 clusters Score -1760910 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -1761053.000000 Penalty: 954.018311
	Iteration 14Q: 3 clusters Score -1761053 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -1761237.125000 Penalty: 954.018311
	Iteration 15Q: 3 clusters Score -1761237 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -1761459.125000 Penalty: 954.018311
	Iteration 16Q: 3 clusters Score -1761459 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -1761700.500000 Penalty: 954.018311
	Iteration 17Q: 3 clusters Score -1761700 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -1761926.000000 Penalty: 954.018311
	Iteration 18Q: 3 clusters Score -1761926 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -1762103.375000 Penalty: 954.018311
	Iteration 19Q: 3 clusters Score -1762103 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -1762286.375000 Penalty: 954.018311
	Iteration 20F: 3 clusters Score -1762286 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -1762418.625000 Penalty: 954.018311
	Iteration 21Q: 3 clusters Score -1762419 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -1762480.500000 Penalty: 954.018311
	Iteration 22Q: 3 clusters Score -1762480 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -1762506.625000 Penalty: 954.018311
	Iteration 23Q: 3 clusters Score -1762507 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -1762520.625000 Penalty: 954.018311
	Iteration 24Q: 3 clusters Score -1762521 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -1762531.375000 Penalty: 954.018311
	Iteration 25Q: 3 clusters Score -1762531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -1762532.875000 Penalty: 954.018311
	Iteration 26Q: 3 clusters Score -1762533 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -1762531.250000 Penalty: 954.018311
	Iteration 27Q: 3 clusters Score -1762531 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -1762537.250000 Penalty: 954.018311
	Iteration 28Q: 3 clusters Score -1762537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1762541.625000 Penalty: 954.018311
	Iteration 29Q: 3 clusters Score -1762542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -1762545.750000 Penalty: 954.018311
	Iteration 30Q: 3 clusters Score -1762546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -1762551.750000 Penalty: 954.018311
	Iteration 31Q: 3 clusters Score -1762552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -1762553.250000 Penalty: 954.018311
	Iteration 32Q: 3 clusters Score -1762553 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -1762548.875000 Penalty: 954.018311
	Iteration 33Q: 3 clusters Score -1762549 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1762555.000000 Penalty: 954.018311
	Iteration 34Q: 3 clusters Score -1762555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -1762554.250000 Penalty: 954.018311
	Iteration 35Q: 3 clusters Score -1762554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -1762553.875000 Penalty: 954.018311
	Iteration 36Q: 3 clusters Score -1762554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -1762560.000000 Penalty: 954.018311
	Iteration 37Q: 3 clusters Score -1762560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1762564.625000 Penalty: 954.018311
	Iteration 38Q: 3 clusters Score -1762565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -1762570.750000 Penalty: 954.018311
	Iteration 39Q: 3 clusters Score -1762571 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -1762583.250000 Penalty: 954.018311
	Iteration 40F: 3 clusters Score -1762583 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -1762583.750000 Penalty: 954.018311
	Iteration 41Q: 3 clusters Score -1762584 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -1762591.875000 Penalty: 954.018311
	Iteration 42Q: 3 clusters Score -1762592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1762590.375000 Penalty: 954.018311
	Iteration 43Q: 3 clusters Score -1762590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1762601.625000 Penalty: 954.018311
	Iteration 44Q: 3 clusters Score -1762602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -1762603.500000 Penalty: 954.018311
	Iteration 45Q: 3 clusters Score -1762604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1762603.625000 Penalty: 954.018311
	Iteration 46Q: 3 clusters Score -1762604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -1762599.375000 Penalty: 954.018311
	Iteration 47Q: 3 clusters Score -1762599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1762602.500000 Penalty: 954.018311
	Iteration 48Q: 3 clusters Score -1762602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1762601.500000 Penalty: 954.018311
	Iteration 49Q: 3 clusters Score -1762602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -1762605.000000 Penalty: 954.018311
	Iteration 50Q: 3 clusters Score -1762605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1762604.375000 Penalty: 954.018311
	Iteration 51Q: 3 clusters Score -1762604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1762605.500000 Penalty: 954.018311
	Iteration 52Q: 3 clusters Score -1762606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1762612.500000 Penalty: 954.018311
	Iteration 53Q: 3 clusters Score -1762612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -1762609.125000 Penalty: 954.018311
	Iteration 54Q: 3 clusters Score -1762609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1762612.375000 Penalty: 954.018311
	Iteration 55Q: 3 clusters Score -1762612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1762619.000000 Penalty: 954.018311
	Iteration 56Q: 3 clusters Score -1762619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1762624.000000 Penalty: 954.018311
	Iteration 57Q: 3 clusters Score -1762624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1762619.625000 Penalty: 954.018311
	Iteration 58Q: 3 clusters Score -1762620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1762623.125000 Penalty: 954.018311
	Iteration 59Q: 3 clusters Score -1762623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1762624.000000 Penalty: 954.018311
	Iteration 60F: 3 clusters Score -1762624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1762628.125000 Penalty: 954.018311
	Iteration 61Q: 3 clusters Score -1762628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1762633.125000 Penalty: 954.018311
	Iteration 62Q: 3 clusters Score -1762633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -1762636.375000 Penalty: 954.018311
	Iteration 63Q: 3 clusters Score -1762636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1762640.750000 Penalty: 954.018311
	Iteration 64Q: 3 clusters Score -1762641 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -1762636.500000 Penalty: 954.018311
	Iteration 65Q: 3 clusters Score -1762636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -1762651.000000 Penalty: 954.018311
	Iteration 66Q: 3 clusters Score -1762651 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -1762654.875000 Penalty: 954.018311
	Iteration 67Q: 3 clusters Score -1762655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1762652.250000 Penalty: 954.018311
	Iteration 68Q: 3 clusters Score -1762652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1762648.375000 Penalty: 954.018311
	Iteration 69Q: 3 clusters Score -1762648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1762651.500000 Penalty: 954.018311
	Iteration 70Q: 3 clusters Score -1762652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1762654.125000 Penalty: 954.018311
	Iteration 71Q: 3 clusters Score -1762654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1762653.375000 Penalty: 954.018311
	Iteration 72Q: 3 clusters Score -1762653 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -1762660.000000 Penalty: 954.018311
	Iteration 73Q: 3 clusters Score -1762660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1762663.750000 Penalty: 954.018311
	Iteration 74Q: 3 clusters Score -1762664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1762664.875000 Penalty: 954.018311
	Iteration 75Q: 3 clusters Score -1762665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1762672.750000 Penalty: 954.018311
	Iteration 76Q: 3 clusters Score -1762673 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1762668.750000 Penalty: 954.018311
	Iteration 77Q: 3 clusters Score -1762669 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1762667.250000 Penalty: 954.018311
	Iteration 78Q: 3 clusters Score -1762667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1762672.875000 Penalty: 954.018311
	Iteration 79Q: 3 clusters Score -1762673 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1762673.000000 Penalty: 954.018311
	Iteration 80F: 3 clusters Score -1762673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1762676.500000 Penalty: 954.018311
	Iteration 81Q: 3 clusters Score -1762676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1762680.125000 Penalty: 954.018311
	Iteration 82Q: 3 clusters Score -1762680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1762679.625000 Penalty: 954.018311
	Iteration 83Q: 3 clusters Score -1762680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1762678.000000 Penalty: 954.018311
	Iteration 84Q: 3 clusters Score -1762678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1762680.875000 Penalty: 954.018311
	Iteration 85Q: 3 clusters Score -1762681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1762679.625000 Penalty: 954.018311
	Iteration 86Q: 3 clusters Score -1762680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1762677.250000 Penalty: 954.018311
	Iteration 87Q: 3 clusters Score -1762677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1762676.625000 Penalty: 954.018311
	Iteration 88Q: 3 clusters Score -1762677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1762680.625000 Penalty: 954.018311
	Iteration 89Q: 3 clusters Score -1762681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1762681.250000 Penalty: 954.018311
	Iteration 90Q: 3 clusters Score -1762681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1762680.625000 Penalty: 954.018311
	Iteration 91Q: 3 clusters Score -1762681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1762684.500000 Penalty: 954.018311
	Iteration 92Q: 3 clusters Score -1762684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1762691.875000 Penalty: 954.018311
	Iteration 93Q: 3 clusters Score -1762692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1762691.750000 Penalty: 954.018311
	Iteration 94Q: 3 clusters Score -1762692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1762691.250000 Penalty: 954.018311
	Iteration 95Q: 3 clusters Score -1762691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1762694.000000 Penalty: 954.018311
	Iteration 96Q: 3 clusters Score -1762694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1762693.375000 Penalty: 954.018311
	Iteration 97Q: 3 clusters Score -1762693 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1762693.625000 Penalty: 954.018311
	Iteration 98Q: 3 clusters Score -1762694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1762699.500000 Penalty: 954.018311
	Iteration 99Q: 3 clusters Score -1762700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1762690.875000 Penalty: 954.018311
	Iteration 100F: 3 clusters Score -1762691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1762693.375000 Penalty: 954.018311
	Iteration 101Q: 3 clusters Score -1762693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1762699.875000 Penalty: 954.018311
	Iteration 102Q: 3 clusters Score -1762700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1762699.000000 Penalty: 954.018311
	Iteration 103Q: 3 clusters Score -1762699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1762699.000000 Penalty: 954.018311
	Iteration 104Q: 3 clusters Score -1762699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1762699.625000 Penalty: 954.018311
	Iteration 105Q: 3 clusters Score -1762700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1762696.250000 Penalty: 954.018311
	Iteration 106Q: 3 clusters Score -1762696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1762701.000000 Penalty: 954.018311
	Iteration 107Q: 3 clusters Score -1762701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1762704.750000 Penalty: 954.018311
	Iteration 108Q: 3 clusters Score -1762705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1762708.000000 Penalty: 954.018311
	Iteration 109Q: 3 clusters Score -1762708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1762709.625000 Penalty: 954.018311
	Iteration 110Q: 3 clusters Score -1762710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1762708.625000 Penalty: 954.018311
	Iteration 111Q: 3 clusters Score -1762709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1762714.625000 Penalty: 954.018311
	Iteration 112Q: 3 clusters Score -1762715 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19716 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1762715 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1762714 nChanged 25
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Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1762716 nChanged 20
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Mstep: Class 1 contains 19793 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1762716 nChanged 23
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Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 15913 members 
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	Iteration 117Q: 3 clusters Score -1762713 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1762714 nChanged 34
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Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 15855 members 
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	Iteration 119Q: 3 clusters Score -1762718 nChanged 27
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Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1762718 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1762719 nChanged 31
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Mstep: Class 1 contains 19965 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1762721 nChanged 32
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Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1762722 nChanged 35
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Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1762724 nChanged 39
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Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1762722 nChanged 50
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Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1762722 nChanged 54
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Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1762719 nChanged 50
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Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1762722 nChanged 50
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Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 15454 members 
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	Iteration 129Q: 3 clusters Score -1762723 nChanged 50
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Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1762727 nChanged 66
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Mstep: Class 1 contains 20391 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1762733 nChanged 65
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Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 15273 members 
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	Iteration 132Q: 3 clusters Score -1762733 nChanged 78
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Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1762732 nChanged 83
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Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 15112 members 
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	Iteration 134Q: 3 clusters Score -1762734 nChanged 75
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Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 15037 members 
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	Iteration 135Q: 3 clusters Score -1762736 nChanged 89
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Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 14948 members 
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	Iteration 136Q: 3 clusters Score -1762744 nChanged 93
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Mstep: Class 2 contains 14855 members 
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	Iteration 137Q: 3 clusters Score -1762747 nChanged 74
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Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 14781 members 
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	Iteration 138Q: 3 clusters Score -1762755 nChanged 82
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Mstep: Class 1 contains 21030 members 
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	Iteration 139Q: 3 clusters Score -1762754 nChanged 80
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Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 14619 members 
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	Iteration 140F: 3 clusters Score -1762763 nChanged 82
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Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 14537 members 
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	Iteration 141Q: 3 clusters Score -1762772 nChanged 79
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Mstep: Class 1 contains 21271 members 
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	Iteration 142Q: 3 clusters Score -1762771 nChanged 83
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Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 14375 members 
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	Iteration 143Q: 3 clusters Score -1762772 nChanged 83
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Mstep: Class 1 contains 21437 members 
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	Iteration 144Q: 3 clusters Score -1762772 nChanged 80
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	Iteration 145Q: 3 clusters Score -1762778 nChanged 87
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Mstep: Class 1 contains 21604 members 
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	Iteration 146Q: 3 clusters Score -1762783 nChanged 78
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Mstep: Class 1 contains 21682 members 
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	Iteration 147Q: 3 clusters Score -1762788 nChanged 83
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Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 13964 members 
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	Iteration 148Q: 3 clusters Score -1762790 nChanged 79
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Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 13885 members 
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	Iteration 149Q: 3 clusters Score -1762793 nChanged 85
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Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 13800 members 
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	Iteration 150Q: 3 clusters Score -1762804 nChanged 94
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Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 13706 members 
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	Iteration 151Q: 3 clusters Score -1762816 nChanged 98
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Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 13608 members 
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	Iteration 152Q: 3 clusters Score -1762808 nChanged 92
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Mstep: Class 1 contains 22213 members 
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	Iteration 153Q: 3 clusters Score -1762811 nChanged 104
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Mstep: Class 1 contains 22317 members 
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	Iteration 154Q: 3 clusters Score -1762820 nChanged 89
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Mstep: Class 1 contains 22406 members 
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	Iteration 155Q: 3 clusters Score -1762826 nChanged 110
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Mstep: Class 1 contains 22516 members 
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	Iteration 156Q: 3 clusters Score -1762834 nChanged 115
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Mstep: Class 1 contains 22631 members 
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	Iteration 157Q: 3 clusters Score -1762836 nChanged 120
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Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 12978 members 
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	Iteration 158Q: 3 clusters Score -1762847 nChanged 122
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Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 12856 members 
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	Iteration 159Q: 3 clusters Score -1762855 nChanged 137
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Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 12719 members 
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	Iteration 160F: 3 clusters Score -1762873 nChanged 138
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Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 12581 members 
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	Iteration 161Q: 3 clusters Score -1762881 nChanged 142
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Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 12439 members 
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	Iteration 162Q: 3 clusters Score -1762897 nChanged 121
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Mstep: Class 1 contains 23411 members 
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	Iteration 163Q: 3 clusters Score -1762899 nChanged 125
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Mstep: Class 1 contains 23536 members 
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	Iteration 164Q: 3 clusters Score -1762914 nChanged 144
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Mstep: Class 1 contains 23680 members 
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	Iteration 165Q: 3 clusters Score -1762923 nChanged 161
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Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 11888 members 
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	Iteration 166Q: 3 clusters Score -1762942 nChanged 133
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Mstep: Class 1 contains 23974 members 
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	Iteration 167Q: 3 clusters Score -1762951 nChanged 129
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Mstep: Class 1 contains 24103 members 
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	Iteration 168Q: 3 clusters Score -1762961 nChanged 111
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Mstep: Class 1 contains 24214 members 
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	Iteration 169Q: 3 clusters Score -1762964 nChanged 117
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Mstep: Class 1 contains 24331 members 
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	Iteration 170Q: 3 clusters Score -1762975 nChanged 130
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Mstep: Class 1 contains 24461 members 
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	Iteration 171Q: 3 clusters Score -1762989 nChanged 112
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Mstep: Class 1 contains 24573 members 
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	Iteration 172Q: 3 clusters Score -1763002 nChanged 101
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Mstep: Class 1 contains 24674 members 
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	Iteration 173Q: 3 clusters Score -1763008 nChanged 96
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Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 10959 members 
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	Iteration 174Q: 3 clusters Score -1763013 nChanged 112
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Mstep: Class 1 contains 24882 members 
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	Iteration 175Q: 3 clusters Score -1763023 nChanged 115
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Mstep: Class 1 contains 24997 members 
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	Iteration 176Q: 3 clusters Score -1763028 nChanged 104
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Mstep: Class 1 contains 25101 members 
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	Iteration 177Q: 3 clusters Score -1763040 nChanged 108
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Mstep: Class 1 contains 25209 members 
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	Iteration 178Q: 3 clusters Score -1763047 nChanged 103
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Mstep: Class 1 contains 25312 members 
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	Iteration 179Q: 3 clusters Score -1763050 nChanged 90
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Mstep: Class 1 contains 25402 members 
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	Iteration 180F: 3 clusters Score -1763057 nChanged 95
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	Iteration 181Q: 3 clusters Score -1763063 nChanged 84
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Mstep: Class 1 contains 25581 members 
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	Iteration 182Q: 3 clusters Score -1763063 nChanged 89
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	Iteration 183Q: 3 clusters Score -1763071 nChanged 78
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	Iteration 184Q: 3 clusters Score -1763082 nChanged 77
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	Iteration 185Q: 3 clusters Score -1763082 nChanged 76
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	Iteration 186Q: 3 clusters Score -1763086 nChanged 87
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	Iteration 187Q: 3 clusters Score -1763093 nChanged 79
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	Iteration 188Q: 3 clusters Score -1763092 nChanged 73
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	Iteration 189Q: 3 clusters Score -1763099 nChanged 71
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	Iteration 190Q: 3 clusters Score -1763099 nChanged 63
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	Iteration 191Q: 3 clusters Score -1763107 nChanged 55
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	Iteration 192Q: 3 clusters Score -1763108 nChanged 51
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	Iteration 193Q: 3 clusters Score -1763108 nChanged 54
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	Iteration 194Q: 3 clusters Score -1763106 nChanged 55
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	Iteration 195Q: 3 clusters Score -1763101 nChanged 47
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	Iteration 196Q: 3 clusters Score -1763107 nChanged 55
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	Iteration 197Q: 3 clusters Score -1763110 nChanged 42
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	Iteration 198Q: 3 clusters Score -1763115 nChanged 49
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	Iteration 199Q: 3 clusters Score -1763113 nChanged 44
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Mstep: Class 1 contains 26726 members 
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	Iteration 200F: 3 clusters Score -1763115 nChanged 30
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Mstep: Class 1 contains 26756 members 
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	Iteration 201Q: 3 clusters Score -1763116 nChanged 28
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Mstep: Class 1 contains 26784 members 
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	Iteration 202Q: 3 clusters Score -1763116 nChanged 28
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Mstep: Class 1 contains 26812 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1763116 nChanged 25
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	Iteration 204Q: 3 clusters Score -1763114 nChanged 23
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Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1763121.000000 Penalty: 954.018311
	Iteration 205Q: 3 clusters Score -1763121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1763124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1763122.500000 Penalty: 954.018311
	Iteration 207Q: 3 clusters Score -1763122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1763123.250000 Penalty: 954.018311
	Iteration 208Q: 3 clusters Score -1763123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1763122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1763117.875000 Penalty: 954.018311
	Iteration 210Q: 3 clusters Score -1763118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1763117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1763120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1763125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1763132.000000 Penalty: 954.018311
	Iteration 214Q: 3 clusters Score -1763132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1763132.625000 Penalty: 954.018311
	Iteration 215Q: 3 clusters Score -1763133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1763133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1763136.500000 Penalty: 954.018311
	Iteration 217Q: 3 clusters Score -1763136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1763140.125000 Penalty: 954.018311
	Iteration 218Q: 3 clusters Score -1763140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1763140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1763140.750000 Penalty: 954.018311
	Iteration 220F: 3 clusters Score -1763141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1763142.625000 Penalty: 954.018311
	Iteration 221Q: 3 clusters Score -1763143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1763148.250000 Penalty: 954.018311
	Iteration 222Q: 3 clusters Score -1763148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1763152.875000 Penalty: 954.018311
	Iteration 223Q: 3 clusters Score -1763153 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1763159.875000 Penalty: 954.018311
	Iteration 224Q: 3 clusters Score -1763160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1763162.875000 Penalty: 954.018311
	Iteration 225Q: 3 clusters Score -1763163 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1763168.250000 Penalty: 954.018311
	Iteration 226Q: 3 clusters Score -1763168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1763170.875000 Penalty: 954.018311
	Iteration 227Q: 3 clusters Score -1763171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1763176.250000 Penalty: 954.018311
	Iteration 228Q: 3 clusters Score -1763176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1763174.750000 Penalty: 954.018311
	Iteration 229Q: 3 clusters Score -1763175 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1763176.125000 Penalty: 954.018311
	Iteration 230Q: 3 clusters Score -1763176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1763175.375000 Penalty: 954.018311
	Iteration 231Q: 3 clusters Score -1763175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1763180.500000 Penalty: 954.018311
	Iteration 232Q: 3 clusters Score -1763180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1763187.500000 Penalty: 954.018311
	Iteration 233Q: 3 clusters Score -1763188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1763199.125000 Penalty: 954.018311
	Iteration 234Q: 3 clusters Score -1763199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1763201.875000 Penalty: 954.018311
	Iteration 235Q: 3 clusters Score -1763202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1763215.500000 Penalty: 954.018311
	Iteration 236Q: 3 clusters Score -1763216 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1763220.375000 Penalty: 954.018311
	Iteration 237Q: 3 clusters Score -1763220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1763231.125000 Penalty: 954.018311
	Iteration 238Q: 3 clusters Score -1763231 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1763231.000000 Penalty: 954.018311
	Iteration 239Q: 3 clusters Score -1763231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1763231.125000 Penalty: 954.018311
	Iteration 240F: 3 clusters Score -1763231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1763229.500000 Penalty: 954.018311
	Iteration 241Q: 3 clusters Score -1763230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1763234.250000 Penalty: 954.018311
	Iteration 242Q: 3 clusters Score -1763234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1763228.000000 Penalty: 954.018311
	Iteration 243Q: 3 clusters Score -1763228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1763228.250000 Penalty: 954.018311
	Iteration 244Q: 3 clusters Score -1763228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1763233.875000 Penalty: 954.018311
	Iteration 245Q: 3 clusters Score -1763234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1763233.500000 Penalty: 954.018311
	Iteration 246Q: 3 clusters Score -1763234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1763241.875000 Penalty: 954.018311
	Iteration 247Q: 3 clusters Score -1763242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1763242.250000 Penalty: 954.018311
	Iteration 248Q: 3 clusters Score -1763242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1763241.250000 Penalty: 954.018311
	Iteration 249Q: 3 clusters Score -1763241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1763242.625000 Penalty: 954.018311
	Iteration 250Q: 3 clusters Score -1763243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1763246.250000 Penalty: 954.018311
	Iteration 251Q: 3 clusters Score -1763246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1763249.125000 Penalty: 954.018311
	Iteration 252Q: 3 clusters Score -1763249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1763253.500000 Penalty: 954.018311
	Iteration 253Q: 3 clusters Score -1763254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1763252.125000 Penalty: 954.018311
	Iteration 254Q: 3 clusters Score -1763252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1763253.750000 Penalty: 954.018311
	Iteration 255Q: 3 clusters Score -1763254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1763255.875000 Penalty: 954.018311
	Iteration 256Q: 3 clusters Score -1763256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1763258.250000 Penalty: 954.018311
	Iteration 257Q: 3 clusters Score -1763258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1763260.375000 Penalty: 954.018311
	Iteration 258Q: 3 clusters Score -1763260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1763265.875000 Penalty: 954.018311
	Iteration 259Q: 3 clusters Score -1763266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1763273.750000 Penalty: 954.018311
	Iteration 260F: 3 clusters Score -1763274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1763275.750000 Penalty: 954.018311
	Iteration 261Q: 3 clusters Score -1763276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1763274.125000 Penalty: 954.018311
	Iteration 262Q: 3 clusters Score -1763274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1763274 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1763279.625000 Penalty: 954.018311
	Iteration 264Q: 3 clusters Score -1763280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1763286.250000 Penalty: 954.018311
	Iteration 265Q: 3 clusters Score -1763286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1763282.625000 Penalty: 954.018311
	Iteration 266Q: 3 clusters Score -1763283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1763281.250000 Penalty: 954.018311
	Iteration 267Q: 3 clusters Score -1763281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1763283.750000 Penalty: 954.018311
	Iteration 268Q: 3 clusters Score -1763284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1763285.750000 Penalty: 954.018311
	Iteration 269Q: 3 clusters Score -1763286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1763280.750000 Penalty: 954.018311
	Iteration 270Q: 3 clusters Score -1763281 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1763288.000000 Penalty: 954.018311
	Iteration 271Q: 3 clusters Score -1763288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1763291.125000 Penalty: 954.018311
	Iteration 272Q: 3 clusters Score -1763291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1763290.500000 Penalty: 954.018311
	Iteration 273Q: 3 clusters Score -1763290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1763296.500000 Penalty: 954.018311
	Iteration 274Q: 3 clusters Score -1763296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1763297.250000 Penalty: 954.018311
	Iteration 275Q: 3 clusters Score -1763297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1763306.375000 Penalty: 954.018311
	Iteration 276Q: 3 clusters Score -1763306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1763308.125000 Penalty: 954.018311
	Iteration 277Q: 3 clusters Score -1763308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1763311.000000 Penalty: 954.018311
	Iteration 278Q: 3 clusters Score -1763311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1763318.500000 Penalty: 954.018311
	Iteration 279Q: 3 clusters Score -1763318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1763322.000000 Penalty: 954.018311
	Iteration 280F: 3 clusters Score -1763322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1763328.125000 Penalty: 954.018311
	Iteration 281Q: 3 clusters Score -1763328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1763335.250000 Penalty: 954.018311
	Iteration 282Q: 3 clusters Score -1763335 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1763333.625000 Penalty: 954.018311
	Iteration 283Q: 3 clusters Score -1763334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1763330.875000 Penalty: 954.018311
	Iteration 284Q: 3 clusters Score -1763331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1763333.625000 Penalty: 954.018311
	Iteration 285Q: 3 clusters Score -1763334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1763336.125000 Penalty: 954.018311
	Iteration 286Q: 3 clusters Score -1763336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1763338.500000 Penalty: 954.018311
	Iteration 287Q: 3 clusters Score -1763338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1763348.000000 Penalty: 954.018311
	Iteration 288Q: 3 clusters Score -1763348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1763347.250000 Penalty: 954.018311
	Iteration 289Q: 3 clusters Score -1763347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1763350.625000 Penalty: 954.018311
	Iteration 290Q: 3 clusters Score -1763351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1763353.750000 Penalty: 954.018311
	Iteration 291Q: 3 clusters Score -1763354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1763352.125000 Penalty: 954.018311
	Iteration 292Q: 3 clusters Score -1763352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1763357.625000 Penalty: 954.018311
	Iteration 293Q: 3 clusters Score -1763358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1763360.375000 Penalty: 954.018311
	Iteration 294Q: 3 clusters Score -1763360 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1763361.000000 Penalty: 954.018311
	Iteration 295Q: 3 clusters Score -1763361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1763361.125000 Penalty: 954.018311
	Iteration 296Q: 3 clusters Score -1763361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1763363.125000 Penalty: 954.018311
	Iteration 297Q: 3 clusters Score -1763363 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1763360.750000 Penalty: 954.018311
	Iteration 298Q: 3 clusters Score -1763361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1763368.375000 Penalty: 954.018311
	Iteration 299Q: 3 clusters Score -1763368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1763365.250000 Penalty: 954.018311
	Iteration 300F: 3 clusters Score -1763365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1763366.625000 Penalty: 954.018311
	Iteration 301Q: 3 clusters Score -1763367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1763368.875000 Penalty: 954.018311
	Iteration 302Q: 3 clusters Score -1763369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1763367.000000 Penalty: 954.018311
	Iteration 303Q: 3 clusters Score -1763367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1763369.250000 Penalty: 954.018311
	Iteration 304Q: 3 clusters Score -1763369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1763375.125000 Penalty: 954.018311
	Iteration 305Q: 3 clusters Score -1763375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1763374.125000 Penalty: 954.018311
	Iteration 306Q: 3 clusters Score -1763374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1763376.750000 Penalty: 954.018311
	Iteration 307Q: 3 clusters Score -1763377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1763375.375000 Penalty: 954.018311
	Iteration 308Q: 3 clusters Score -1763375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1763377.625000 Penalty: 954.018311
	Iteration 309Q: 3 clusters Score -1763378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1763376.250000 Penalty: 954.018311
	Iteration 310Q: 3 clusters Score -1763376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1763374.375000 Penalty: 954.018311
	Iteration 311Q: 3 clusters Score -1763374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1763375.250000 Penalty: 954.018311
	Iteration 312Q: 3 clusters Score -1763375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1763375.625000 Penalty: 954.018311
	Iteration 313Q: 3 clusters Score -1763376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1763375.375000 Penalty: 954.018311
	Iteration 314Q: 3 clusters Score -1763375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1763375.625000 Penalty: 954.018311
	Iteration 315Q: 3 clusters Score -1763376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1763377.125000 Penalty: 954.018311
	Iteration 316Q: 3 clusters Score -1763377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1763378.875000 Penalty: 954.018311
	Iteration 317Q: 3 clusters Score -1763379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1763378.750000 Penalty: 954.018311
	Iteration 318Q: 3 clusters Score -1763379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1763379.250000 Penalty: 954.018311
	Iteration 319Q: 3 clusters Score -1763379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1763379.375000 Penalty: 954.018311
	Iteration 320F: 3 clusters Score -1763379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1763377.375000 Penalty: 954.018311
	Iteration 321Q: 3 clusters Score -1763377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1763376.750000 Penalty: 954.018311
	Iteration 322Q: 3 clusters Score -1763377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1763380.125000 Penalty: 954.018311
	Iteration 323Q: 3 clusters Score -1763380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1763377.375000 Penalty: 954.018311
	Iteration 324Q: 3 clusters Score -1763377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1763379.750000 Penalty: 954.018311
	Iteration 325Q: 3 clusters Score -1763380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1763383.000000 Penalty: 954.018311
	Iteration 326Q: 3 clusters Score -1763383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1763381.000000 Penalty: 954.018311
	Iteration 327Q: 3 clusters Score -1763381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1763381.875000 Penalty: 954.018311
	Iteration 328Q: 3 clusters Score -1763382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1763380.125000 Penalty: 954.018311
	Iteration 329Q: 3 clusters Score -1763380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1763383.125000 Penalty: 954.018311
	Iteration 330Q: 3 clusters Score -1763383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1763383.875000 Penalty: 954.018311
	Iteration 331Q: 3 clusters Score -1763384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1763382.875000 Penalty: 954.018311
	Iteration 332Q: 3 clusters Score -1763383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1763383.500000 Penalty: 954.018311
	Iteration 333Q: 3 clusters Score -1763384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1763384.375000 Penalty: 954.018311
	Iteration 334Q: 3 clusters Score -1763384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1763384.250000 Penalty: 954.018311
	Iteration 335Q: 3 clusters Score -1763384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1763384.250000 Penalty: 954.018311
	Iteration 336F: 3 clusters Score -1763384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 130108 members 
Mstep: Class 4 contains 20640 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5239 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 36993 members 
Mstep: Class 9 contains 186009 members 
Mstep: Class 10 contains 36958 members 
Mstep: Class 11 contains 32004 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215467 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54513 members 
Mstep: Class 19 contains 885 members 
Mstep: Class 20 contains 92856 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 5836 members 
Mstep: Class 23 contains 13489 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 3725 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2545 members 
Mstep: Class 30 contains 5832 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18868 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 71309 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110430 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 118187 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 123947 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2152 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1048 members 
Mstep: Class 55 contains 2047 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 10675 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10501 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 233512 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 194886 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90795488.000000 Penalty: 51429.734375
Splitting cluster 11 changes total score from -90801808.000000 to -90795488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -108041.015625 Penalty: 346.742096
	Iteration 0F: 2 clusters Score -108041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -106581.562500 Penalty: 693.484192
	Iteration 0F: 3 clusters Score -106581.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -107155.445312 Penalty: 693.484192
	Iteration 1F: 3 clusters Score -107155.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -107298.875000 Penalty: 693.484192
	Iteration 2F: 3 clusters Score -107298.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -107447.492188 Penalty: 693.484192
	Iteration 3F: 3 clusters Score -107447.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -107571.750000 Penalty: 693.484192
	Iteration 4F: 3 clusters Score -107571.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -107651.656250 Penalty: 693.484192
	Iteration 5Q: 3 clusters Score -107651.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -107690.625000 Penalty: 693.484192
	Iteration 6Q: 3 clusters Score -107690.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -107720.593750 Penalty: 693.484192
	Iteration 7Q: 3 clusters Score -107720.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -107730.531250 Penalty: 693.484192
	Iteration 8Q: 3 clusters Score -107730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -107736.132812 Penalty: 693.484192
	Iteration 9Q: 3 clusters Score -107736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -107737.882812 Penalty: 693.484192
	Iteration 10Q: 3 clusters Score -107737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -107737.882812 Penalty: 693.484192
	Iteration 11F: 3 clusters Score -107737.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3762.279785 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3762.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3589.694336 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3589.694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3629.884521 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3629.885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3638.421631 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -3638.422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3644.362305 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -3644.362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3661.008545 Penalty: 396.460510
	Iteration 4Q: 3 clusters Score -3661.009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3670.086426 Penalty: 396.460510
	Iteration 5Q: 3 clusters Score -3670.086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3686.927002 Penalty: 396.460510
	Iteration 6Q: 3 clusters Score -3686.927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3713.879395 Penalty: 396.460510
	Iteration 7Q: 3 clusters Score -3713.879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3722.790771 Penalty: 396.460510
	Iteration 8Q: 3 clusters Score -3722.791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3723.699463 Penalty: 396.460510
	Iteration 9Q: 3 clusters Score -3723.699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3723.699463 Penalty: 396.460510
	Iteration 10F: 3 clusters Score -3723.699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (215467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215467 members 
Entering Unmasked Estep 
Score: -10144695.000000 Penalty: 558.765625
	Iteration 0F: 2 clusters Score -1.01447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 107732 members 
Entering Unmasked Estep 
Score: -10000422.000000 Penalty: 1117.531250
	Iteration 0F: 3 clusters Score -1.000042e+07 nChanged 106199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104818 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -10063466.000000 Penalty: 1117.531250
	Iteration 1F: 3 clusters Score -1.006347e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103327 members 
Mstep: Class 2 contains 112140 members 
Entering Unmasked Estep 
Score: -10064516.000000 Penalty: 1117.531250
	Iteration 2Q: 3 clusters Score -1.006452e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100987 members 
Mstep: Class 2 contains 114480 members 
Entering Unmasked Estep 
Score: -10065826.000000 Penalty: 1117.531250
	Iteration 3Q: 3 clusters Score -1.006583e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97186 members 
Mstep: Class 2 contains 118281 members 
Entering Unmasked Estep 
Score: -10067751.000000 Penalty: 1117.531250
	Iteration 4Q: 3 clusters Score -1.006775e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91405 members 
Mstep: Class 2 contains 124062 members 
Entering Unmasked Estep 
Score: -10070899.000000 Penalty: 1117.531250
	Iteration 5Q: 3 clusters Score -1.00709e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -10076586.000000 Penalty: 1117.531250
	Iteration 6F: 3 clusters Score -1.007659e+07 nChanged 13975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 144390 members 
Entering Unmasked Estep 
Score: -10085684.000000 Penalty: 1117.531250
	Iteration 7F: 3 clusters Score -1.008568e+07 nChanged 15710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 158528 members 
Entering Unmasked Estep 
Score: -10098702.000000 Penalty: 1117.531250
	Iteration 8F: 3 clusters Score -1.00987e+07 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 172568 members 
Entering Unmasked Estep 
Score: -10113612.000000 Penalty: 1117.531250
	Iteration 9F: 3 clusters Score -1.011361e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 183214 members 
Entering Unmasked Estep 
Score: -10125624.000000 Penalty: 1117.531250
	Iteration 10F: 3 clusters Score -1.012562e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 189977 members 
Entering Unmasked Estep 
Score: -10132340.000000 Penalty: 1117.531250
	Iteration 11Q: 3 clusters Score -1.013234e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 194768 members 
Entering Unmasked Estep 
Score: -10135758.000000 Penalty: 1117.531250
	Iteration 12Q: 3 clusters Score -1.013576e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 198657 members 
Entering Unmasked Estep 
Score: -10138102.000000 Penalty: 1117.531250
	Iteration 13Q: 3 clusters Score -1.01381e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 201831 members 
Entering Unmasked Estep 
Score: -10139994.000000 Penalty: 1117.531250
	Iteration 14Q: 3 clusters Score -1.013999e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 204306 members 
Entering Unmasked Estep 
Score: -10141564.000000 Penalty: 1117.531250
	Iteration 15Q: 3 clusters Score -1.014156e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 206303 members 
Entering Unmasked Estep 
Score: -10142583.000000 Penalty: 1117.531250
	Iteration 16Q: 3 clusters Score -1.014258e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 207879 members 
Entering Unmasked Estep 
Score: -10143242.000000 Penalty: 1117.531250
	Iteration 17Q: 3 clusters Score -1.014324e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 209086 members 
Entering Unmasked Estep 
Score: -10143677.000000 Penalty: 1117.531250
	Iteration 18Q: 3 clusters Score -1.014368e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 210033 members 
Entering Unmasked Estep 
Score: -10143945.000000 Penalty: 1117.531250
	Iteration 19Q: 3 clusters Score -1.014394e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 210811 members 
Entering Unmasked Estep 
Score: -10144092.000000 Penalty: 1117.531250
	Iteration 20F: 3 clusters Score -1.014409e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 211412 members 
Entering Unmasked Estep 
Score: -10144281.000000 Penalty: 1117.531250
	Iteration 21Q: 3 clusters Score -1.014428e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 211912 members 
Entering Unmasked Estep 
Score: -10144296.000000 Penalty: 1117.531250
	Iteration 22Q: 3 clusters Score -1.01443e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 212304 members 
Entering Unmasked Estep 
Score: -10144412.000000 Penalty: 1117.531250
	Iteration 23Q: 3 clusters Score -1.014441e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 212626 members 
Entering Unmasked Estep 
Score: -10144446.000000 Penalty: 1117.531250
	Iteration 24Q: 3 clusters Score -1.014445e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 212859 members 
Entering Unmasked Estep 
Score: -10144480.000000 Penalty: 1117.531250
	Iteration 25Q: 3 clusters Score -1.014448e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 213061 members 
Entering Unmasked Estep 
Score: -10144483.000000 Penalty: 1117.531250
	Iteration 26Q: 3 clusters Score -1.014448e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 213235 members 
Entering Unmasked Estep 
Score: -10144466.000000 Penalty: 1117.531250
	Iteration 27Q: 3 clusters Score -1.014447e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 213371 members 
Entering Unmasked Estep 
Score: -10144478.000000 Penalty: 1117.531250
	Iteration 28Q: 3 clusters Score -1.014448e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 213472 members 
Entering Unmasked Estep 
Score: -10144477.000000 Penalty: 1117.531250
	Iteration 29Q: 3 clusters Score -1.014448e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 213568 members 
Entering Unmasked Estep 
Score: -10144454.000000 Penalty: 1117.531250
	Iteration 30Q: 3 clusters Score -1.014445e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 213661 members 
Entering Unmasked Estep 
Score: -10144464.000000 Penalty: 1117.531250
	Iteration 31Q: 3 clusters Score -1.014446e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 213735 members 
Entering Unmasked Estep 
Score: -10144449.000000 Penalty: 1117.531250
	Iteration 32Q: 3 clusters Score -1.014445e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 213811 members 
Entering Unmasked Estep 
Score: -10144439.000000 Penalty: 1117.531250
	Iteration 33Q: 3 clusters Score -1.014444e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 213873 members 
Entering Unmasked Estep 
Score: -10144432.000000 Penalty: 1117.531250
	Iteration 34Q: 3 clusters Score -1.014443e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 213945 members 
Entering Unmasked Estep 
Score: -10144412.000000 Penalty: 1117.531250
	Iteration 35Q: 3 clusters Score -1.014441e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 214012 members 
Entering Unmasked Estep 
Score: -10144403.000000 Penalty: 1117.531250
	Iteration 36Q: 3 clusters Score -1.01444e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 214071 members 
Entering Unmasked Estep 
Score: -10144429.000000 Penalty: 1117.531250
	Iteration 37Q: 3 clusters Score -1.014443e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 214121 members 
Entering Unmasked Estep 
Score: -10144431.000000 Penalty: 1117.531250
	Iteration 38Q: 3 clusters Score -1.014443e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 214174 members 
Entering Unmasked Estep 
Score: -10144426.000000 Penalty: 1117.531250
	Iteration 39Q: 3 clusters Score -1.014443e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 214226 members 
Entering Unmasked Estep 
Score: -10144427.000000 Penalty: 1117.531250
	Iteration 40F: 3 clusters Score -1.014443e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 214269 members 
Entering Unmasked Estep 
Score: -10144417.000000 Penalty: 1117.531250
	Iteration 41Q: 3 clusters Score -1.014442e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 214302 members 
Entering Unmasked Estep 
Score: -10144416.000000 Penalty: 1117.531250
	Iteration 42Q: 3 clusters Score -1.014442e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 214338 members 
Entering Unmasked Estep 
Score: -10144415.000000 Penalty: 1117.531250
	Iteration 43Q: 3 clusters Score -1.014442e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 214371 members 
Entering Unmasked Estep 
Score: -10144403.000000 Penalty: 1117.531250
	Iteration 44Q: 3 clusters Score -1.01444e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 214401 members 
Entering Unmasked Estep 
Score: -10144402.000000 Penalty: 1117.531250
	Iteration 45Q: 3 clusters Score -1.01444e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 214431 members 
Entering Unmasked Estep 
Score: -10144391.000000 Penalty: 1117.531250
	Iteration 46Q: 3 clusters Score -1.014439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 214450 members 
Entering Unmasked Estep 
Score: -10144394.000000 Penalty: 1117.531250
	Iteration 47Q: 3 clusters Score -1.014439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 214462 members 
Entering Unmasked Estep 
Score: -10144397.000000 Penalty: 1117.531250
	Iteration 48Q: 3 clusters Score -1.01444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 214477 members 
Entering Unmasked Estep 
Score: -10144395.000000 Penalty: 1117.531250
	Iteration 49Q: 3 clusters Score -1.01444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 214484 members 
Entering Unmasked Estep 
Score: -10144399.000000 Penalty: 1117.531250
	Iteration 50Q: 3 clusters Score -1.01444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 214490 members 
Entering Unmasked Estep 
Score: -10144399.000000 Penalty: 1117.531250
	Iteration 51Q: 3 clusters Score -1.01444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 214497 members 
Entering Unmasked Estep 
Score: -10144403.000000 Penalty: 1117.531250
	Iteration 52Q: 3 clusters Score -1.01444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 214499 members 
Entering Unmasked Estep 
Score: -10144407.000000 Penalty: 1117.531250
	Iteration 53Q: 3 clusters Score -1.014441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 214505 members 
Entering Unmasked Estep 
Score: -10144404.000000 Penalty: 1117.531250
	Iteration 54Q: 3 clusters Score -1.01444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 214514 members 
Entering Unmasked Estep 
Score: -10144411.000000 Penalty: 1117.531250
	Iteration 55Q: 3 clusters Score -1.014441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 214517 members 
Entering Unmasked Estep 
Score: -10144407.000000 Penalty: 1117.531250
	Iteration 56Q: 3 clusters Score -1.014441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 214521 members 
Entering Unmasked Estep 
Score: -10144404.000000 Penalty: 1117.531250
	Iteration 57Q: 3 clusters Score -1.01444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 214525 members 
Entering Unmasked Estep 
Score: -10144408.000000 Penalty: 1117.531250
	Iteration 58Q: 3 clusters Score -1.014441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 214529 members 
Entering Unmasked Estep 
Score: -10144399.000000 Penalty: 1117.531250
	Iteration 59Q: 3 clusters Score -1.01444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 214533 members 
Entering Unmasked Estep 
Score: -10144410.000000 Penalty: 1117.531250
	Iteration 60F: 3 clusters Score -1.014441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 214538 members 
Entering Unmasked Estep 
Score: -10144401.000000 Penalty: 1117.531250
	Iteration 61Q: 3 clusters Score -1.01444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 214543 members 
Entering Unmasked Estep 
Score: -10144404.000000 Penalty: 1117.531250
	Iteration 62Q: 3 clusters Score -1.01444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 214549 members 
Entering Unmasked Estep 
Score: -10144401.000000 Penalty: 1117.531250
	Iteration 63Q: 3 clusters Score -1.01444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 214552 members 
Entering Unmasked Estep 
Score: -10144395.000000 Penalty: 1117.531250
	Iteration 64Q: 3 clusters Score -1.01444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 214553 members 
Entering Unmasked Estep 
Score: -10144396.000000 Penalty: 1117.531250
	Iteration 65Q: 3 clusters Score -1.01444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 214554 members 
Entering Unmasked Estep 
Score: -10144396.000000 Penalty: 1117.531250
	Iteration 66Q: 3 clusters Score -1.01444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 214554 members 
Entering Unmasked Estep 
Score: -10144396.000000 Penalty: 1117.531250
	Iteration 67F: 3 clusters Score -1.01444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -3880.623047 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -3880.623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -3628.889648 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -3628.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -3680.743408 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -3680.743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -3704.110107 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -3704.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -3727.734131 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -3727.734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -3742.979004 Penalty: 467.357666
	Iteration 4F: 3 clusters Score -3742.979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -3748.906250 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -3748.906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -3752.870605 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -3752.871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -3752.870605 Penalty: 467.357666
	Iteration 7F: 3 clusters Score -3752.871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -66559.960938 Penalty: 327.619324
	Iteration 0F: 2 clusters Score -66559.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -65546.445312 Penalty: 655.238647
	Iteration 0F: 3 clusters Score -65546.45 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -65892.867188 Penalty: 655.238647
	Iteration 1F: 3 clusters Score -65892.87 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -65972.304688 Penalty: 655.238647
	Iteration 2F: 3 clusters Score -65972.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -66040.312500 Penalty: 655.238647
	Iteration 3F: 3 clusters Score -66040.31 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -66096.601562 Penalty: 655.238647
	Iteration 4Q: 3 clusters Score -66096.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -66134.273438 Penalty: 655.238647
	Iteration 5Q: 3 clusters Score -66134.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -66150.578125 Penalty: 655.238647
	Iteration 6Q: 3 clusters Score -66150.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -66164.578125 Penalty: 655.238647
	Iteration 7Q: 3 clusters Score -66164.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -66184.835938 Penalty: 655.238647
	Iteration 8Q: 3 clusters Score -66184.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -66198.000000 Penalty: 655.238647
	Iteration 9Q: 3 clusters Score -66198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -66200.507812 Penalty: 655.238647
	Iteration 10Q: 3 clusters Score -66200.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -66203.460938 Penalty: 655.238647
	Iteration 11Q: 3 clusters Score -66203.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -66206.117188 Penalty: 655.238647
	Iteration 12Q: 3 clusters Score -66206.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -66210.179688 Penalty: 655.238647
	Iteration 13Q: 3 clusters Score -66210.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -66216.976562 Penalty: 655.238647
	Iteration 14Q: 3 clusters Score -66216.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -66222.429688 Penalty: 655.238647
	Iteration 15Q: 3 clusters Score -66222.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -66227.703125 Penalty: 655.238647
	Iteration 16Q: 3 clusters Score -66227.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -66233.070312 Penalty: 655.238647
	Iteration 17Q: 3 clusters Score -66233.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -66236.390625 Penalty: 655.238647
	Iteration 18Q: 3 clusters Score -66236.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -66238.710938 Penalty: 655.238647
	Iteration 19Q: 3 clusters Score -66238.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -66240.671875 Penalty: 655.238647
	Iteration 20F: 3 clusters Score -66240.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -66241.359375 Penalty: 655.238647
	Iteration 21Q: 3 clusters Score -66241.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -66241.648438 Penalty: 655.238647
	Iteration 22Q: 3 clusters Score -66241.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -66241.890625 Penalty: 655.238647
	Iteration 23Q: 3 clusters Score -66241.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -66241.890625 Penalty: 655.238647
	Iteration 24F: 3 clusters Score -66241.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -45015.980469 Penalty: 314.120483
	Iteration 0F: 2 clusters Score -45015.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -44214.468750 Penalty: 628.240967
	Iteration 0F: 3 clusters Score -44214.47 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -44444.667969 Penalty: 628.240967
	Iteration 1F: 3 clusters Score -44444.67 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44514.687500 Penalty: 628.240967
	Iteration 2F: 3 clusters Score -44514.69 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -44578.726562 Penalty: 628.240967
	Iteration 3F: 3 clusters Score -44578.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -44646.066406 Penalty: 628.240967
	Iteration 4F: 3 clusters Score -44646.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -44726.898438 Penalty: 628.240967
	Iteration 5F: 3 clusters Score -44726.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -44802.835938 Penalty: 628.240967
	Iteration 6F: 3 clusters Score -44802.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -44855.128906 Penalty: 628.240967
	Iteration 7Q: 3 clusters Score -44855.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -44883.082031 Penalty: 628.240967
	Iteration 8Q: 3 clusters Score -44883.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -44906.746094 Penalty: 628.240967
	Iteration 9Q: 3 clusters Score -44906.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -44923.945312 Penalty: 628.240967
	Iteration 10Q: 3 clusters Score -44923.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -44929.078125 Penalty: 628.240967
	Iteration 11Q: 3 clusters Score -44929.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -44932.148438 Penalty: 628.240967
	Iteration 12Q: 3 clusters Score -44932.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -44934.273438 Penalty: 628.240967
	Iteration 13Q: 3 clusters Score -44934.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -44935.628906 Penalty: 628.240967
	Iteration 14Q: 3 clusters Score -44935.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -44940.078125 Penalty: 628.240967
	Iteration 15Q: 3 clusters Score -44940.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -44940.992188 Penalty: 628.240967
	Iteration 16Q: 3 clusters Score -44940.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -44941.972656 Penalty: 628.240967
	Iteration 17Q: 3 clusters Score -44941.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -44941.972656 Penalty: 628.240967
	Iteration 18F: 3 clusters Score -44941.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Entering Unmasked Estep 
Score: -2498968.250000 Penalty: 496.231873
	Iteration 0F: 2 clusters Score -2498968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -2462091.000000 Penalty: 992.463745
	Iteration 0F: 3 clusters Score -2462091 nChanged 26569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -2478008.000000 Penalty: 992.463745
	Iteration 1F: 3 clusters Score -2478008 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -2479080.500000 Penalty: 992.463745
	Iteration 2Q: 3 clusters Score -2479080 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -2480969.750000 Penalty: 992.463745
	Iteration 3F: 3 clusters Score -2480970 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -2484205.750000 Penalty: 992.463745
	Iteration 4F: 3 clusters Score -2484206 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -2488854.500000 Penalty: 992.463745
	Iteration 5F: 3 clusters Score -2488854 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -2493770.500000 Penalty: 992.463745
	Iteration 6F: 3 clusters Score -2493770 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -2497005.250000 Penalty: 992.463745
	Iteration 7F: 3 clusters Score -2497005 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -2498173.750000 Penalty: 992.463745
	Iteration 8Q: 3 clusters Score -2498174 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -2498428.500000 Penalty: 992.463745
	Iteration 9Q: 3 clusters Score -2498428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -2498500.000000 Penalty: 992.463745
	Iteration 10Q: 3 clusters Score -2498500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -2498519.250000 Penalty: 992.463745
	Iteration 11Q: 3 clusters Score -2498519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -2498521.000000 Penalty: 992.463745
	Iteration 12Q: 3 clusters Score -2498521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -2498525.750000 Penalty: 992.463745
	Iteration 13Q: 3 clusters Score -2498526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -2498528.250000 Penalty: 992.463745
	Iteration 14Q: 3 clusters Score -2498528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -2498528.250000 Penalty: 992.463745
	Iteration 15F: 3 clusters Score -2498528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -37399.734375 Penalty: 308.744232
	Iteration 0F: 2 clusters Score -37399.73 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 459 members 
Entering Unmasked Estep 
Score: -36685.121094 Penalty: 617.488464
	Iteration 0F: 3 clusters Score -36685.12 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -36978.128906 Penalty: 617.488464
	Iteration 1F: 3 clusters Score -36978.13 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -37069.015625 Penalty: 617.488464
	Iteration 2F: 3 clusters Score -37069.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -37142.500000 Penalty: 617.488464
	Iteration 3F: 3 clusters Score -37142.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -37224.003906 Penalty: 617.488464
	Iteration 4F: 3 clusters Score -37224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -37292.429688 Penalty: 617.488464
	Iteration 5F: 3 clusters Score -37292.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -37324.574219 Penalty: 617.488464
	Iteration 6Q: 3 clusters Score -37324.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -37337.437500 Penalty: 617.488464
	Iteration 7Q: 3 clusters Score -37337.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -37345.960938 Penalty: 617.488464
	Iteration 8Q: 3 clusters Score -37345.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -37354.765625 Penalty: 617.488464
	Iteration 9Q: 3 clusters Score -37354.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -37360.125000 Penalty: 617.488464
	Iteration 10Q: 3 clusters Score -37360.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -37364.519531 Penalty: 617.488464
	Iteration 11Q: 3 clusters Score -37364.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -37370.335938 Penalty: 617.488464
	Iteration 12Q: 3 clusters Score -37370.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -37374.074219 Penalty: 617.488464
	Iteration 13Q: 3 clusters Score -37374.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -37380.101562 Penalty: 617.488464
	Iteration 14Q: 3 clusters Score -37380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -37382.531250 Penalty: 617.488464
	Iteration 15Q: 3 clusters Score -37382.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -37382.863281 Penalty: 617.488464
	Iteration 16Q: 3 clusters Score -37382.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -37382.863281 Penalty: 617.488464
	Iteration 17F: 3 clusters Score -37382.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (92856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Entering Unmasked Estep 
Score: -4468431.000000 Penalty: 520.465637
	Iteration 0F: 2 clusters Score -4468431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -4405605.500000 Penalty: 1040.931274
	Iteration 0F: 3 clusters Score -4405606 nChanged 45285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -4434112.500000 Penalty: 1040.931274
	Iteration 1F: 3 clusters Score -4434112 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -4437236.500000 Penalty: 1040.931274
	Iteration 2F: 3 clusters Score -4437236 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -4442728.000000 Penalty: 1040.931274
	Iteration 3F: 3 clusters Score -4442728 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -4449755.500000 Penalty: 1040.931274
	Iteration 4F: 3 clusters Score -4449756 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -4455850.500000 Penalty: 1040.931274
	Iteration 5F: 3 clusters Score -4455850 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -4459795.000000 Penalty: 1040.931274
	Iteration 6Q: 3 clusters Score -4459795 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -4462222.000000 Penalty: 1040.931274
	Iteration 7Q: 3 clusters Score -4462222 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 87925 members 
Entering Unmasked Estep 
Score: -4463968.000000 Penalty: 1040.931274
	Iteration 8Q: 3 clusters Score -4463968 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -4465220.000000 Penalty: 1040.931274
	Iteration 9Q: 3 clusters Score -4465220 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 90728 members 
Entering Unmasked Estep 
Score: -4466183.500000 Penalty: 1040.931274
	Iteration 10Q: 3 clusters Score -4466184 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 91595 members 
Entering Unmasked Estep 
Score: -4466874.500000 Penalty: 1040.931274
	Iteration 11Q: 3 clusters Score -4466874 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -4467448.000000 Penalty: 1040.931274
	Iteration 12Q: 3 clusters Score -4467448 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -4467768.000000 Penalty: 1040.931274
	Iteration 13Q: 3 clusters Score -4467768 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -4467889.500000 Penalty: 1040.931274
	Iteration 14Q: 3 clusters Score -4467890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -4467943.000000 Penalty: 1040.931274
	Iteration 15Q: 3 clusters Score -4467943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -4467961.500000 Penalty: 1040.931274
	Iteration 16Q: 3 clusters Score -4467962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
Score: -4467969.000000 Penalty: 1040.931274
	Iteration 17Q: 3 clusters Score -4467969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 92801 members 
Entering Unmasked Estep 
Score: -4467977.500000 Penalty: 1040.931274
	Iteration 18Q: 3 clusters Score -4467978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -4467980.000000 Penalty: 1040.931274
	Iteration 19Q: 3 clusters Score -4467980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -4467983.000000 Penalty: 1040.931274
	Iteration 20F: 3 clusters Score -4467983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -4467988.500000 Penalty: 1040.931274
	Iteration 21Q: 3 clusters Score -4467988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 92804 members 
Entering Unmasked Estep 
Score: -4467986.500000 Penalty: 1040.931274
	Iteration 22Q: 3 clusters Score -4467986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 92804 members 
Entering Unmasked Estep 
Score: -4467986.500000 Penalty: 1040.931274
	Iteration 23F: 3 clusters Score -4467986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -122394.625000 Penalty: 355.555176
	Iteration 0F: 2 clusters Score -122394.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -120642.531250 Penalty: 711.110352
	Iteration 0F: 3 clusters Score -120642.5 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -121209.734375 Penalty: 711.110352
	Iteration 1F: 3 clusters Score -121209.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -121314.335938 Penalty: 711.110352
	Iteration 2F: 3 clusters Score -121314.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -121402.500000 Penalty: 711.110352
	Iteration 3F: 3 clusters Score -121402.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -121467.421875 Penalty: 711.110352
	Iteration 4F: 3 clusters Score -121467.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -121519.250000 Penalty: 711.110352
	Iteration 5Q: 3 clusters Score -121519.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -121584.468750 Penalty: 711.110352
	Iteration 6Q: 3 clusters Score -121584.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -121644.851562 Penalty: 711.110352
	Iteration 7Q: 3 clusters Score -121644.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -121708.382812 Penalty: 711.110352
	Iteration 8Q: 3 clusters Score -121708.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -121766.375000 Penalty: 711.110352
	Iteration 9Q: 3 clusters Score -121766.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -121822.406250 Penalty: 711.110352
	Iteration 10Q: 3 clusters Score -121822.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -121864.742188 Penalty: 711.110352
	Iteration 11Q: 3 clusters Score -121864.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -121886.109375 Penalty: 711.110352
	Iteration 12Q: 3 clusters Score -121886.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -121907.320312 Penalty: 711.110352
	Iteration 13Q: 3 clusters Score -121907.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -121926.406250 Penalty: 711.110352
	Iteration 14Q: 3 clusters Score -121926.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -121942.554688 Penalty: 711.110352
	Iteration 15Q: 3 clusters Score -121942.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -121957.554688 Penalty: 711.110352
	Iteration 16Q: 3 clusters Score -121957.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -121975.851562 Penalty: 711.110352
	Iteration 17Q: 3 clusters Score -121975.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -121988.390625 Penalty: 711.110352
	Iteration 18Q: 3 clusters Score -121988.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -122006.609375 Penalty: 711.110352
	Iteration 19Q: 3 clusters Score -122006.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -122028.250000 Penalty: 711.110352
	Iteration 20F: 3 clusters Score -122028.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -122042.085938 Penalty: 711.110352
	Iteration 21Q: 3 clusters Score -122042.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -122048.468750 Penalty: 711.110352
	Iteration 22Q: 3 clusters Score -122048.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -122053.539062 Penalty: 711.110352
	Iteration 23Q: 3 clusters Score -122053.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -122055.703125 Penalty: 711.110352
	Iteration 24Q: 3 clusters Score -122055.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -122058.039062 Penalty: 711.110352
	Iteration 25Q: 3 clusters Score -122058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -122059.101562 Penalty: 711.110352
	Iteration 26Q: 3 clusters Score -122059.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -122060.820312 Penalty: 711.110352
	Iteration 27Q: 3 clusters Score -122060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -122061.656250 Penalty: 711.110352
	Iteration 28Q: 3 clusters Score -122061.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -122062.445312 Penalty: 711.110352
	Iteration 29Q: 3 clusters Score -122062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -122062.890625 Penalty: 711.110352
	Iteration 30Q: 3 clusters Score -122062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -122063.203125 Penalty: 711.110352
	Iteration 31Q: 3 clusters Score -122063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -122063.281250 Penalty: 711.110352
	Iteration 32Q: 3 clusters Score -122063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -122063.281250 Penalty: 711.110352
	Iteration 33F: 3 clusters Score -122063.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Entering Unmasked Estep 
Score: -272430.531250 Penalty: 394.566925
	Iteration 0F: 2 clusters Score -272430.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -268503.156250 Penalty: 789.133850
	Iteration 0F: 3 clusters Score -268503.2 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -270041.687500 Penalty: 789.133850
	Iteration 1F: 3 clusters Score -270041.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -270288.750000 Penalty: 789.133850
	Iteration 2F: 3 clusters Score -270288.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -270579.781250 Penalty: 789.133850
	Iteration 3F: 3 clusters Score -270579.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -270937.500000 Penalty: 789.133850
	Iteration 4F: 3 clusters Score -270937.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -271277.937500 Penalty: 789.133850
	Iteration 5F: 3 clusters Score -271277.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -271511.375000 Penalty: 789.133850
	Iteration 6F: 3 clusters Score -271511.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -271642.375000 Penalty: 789.133850
	Iteration 7Q: 3 clusters Score -271642.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -271691.843750 Penalty: 789.133850
	Iteration 8Q: 3 clusters Score -271691.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -271718.593750 Penalty: 789.133850
	Iteration 9Q: 3 clusters Score -271718.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -271737.656250 Penalty: 789.133850
	Iteration 10Q: 3 clusters Score -271737.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -271754.812500 Penalty: 789.133850
	Iteration 11Q: 3 clusters Score -271754.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -271770.906250 Penalty: 789.133850
	Iteration 12Q: 3 clusters Score -271770.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -271786.187500 Penalty: 789.133850
	Iteration 13Q: 3 clusters Score -271786.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -271805.343750 Penalty: 789.133850
	Iteration 14Q: 3 clusters Score -271805.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -271825.781250 Penalty: 789.133850
	Iteration 15Q: 3 clusters Score -271825.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -271841.000000 Penalty: 789.133850
	Iteration 16Q: 3 clusters Score -271841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -271854.812500 Penalty: 789.133850
	Iteration 17Q: 3 clusters Score -271854.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -271865.593750 Penalty: 789.133850
	Iteration 18Q: 3 clusters Score -271865.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -271873.187500 Penalty: 789.133850
	Iteration 19Q: 3 clusters Score -271873.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -271881.125000 Penalty: 789.133850
	Iteration 20F: 3 clusters Score -271881.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -271889.593750 Penalty: 789.133850
	Iteration 21Q: 3 clusters Score -271889.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -271901.437500 Penalty: 789.133850
	Iteration 22Q: 3 clusters Score -271901.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -271909.843750 Penalty: 789.133850
	Iteration 23Q: 3 clusters Score -271909.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -271917.625000 Penalty: 789.133850
	Iteration 24Q: 3 clusters Score -271917.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -271926.375000 Penalty: 789.133850
	Iteration 25Q: 3 clusters Score -271926.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -271935.562500 Penalty: 789.133850
	Iteration 26Q: 3 clusters Score -271935.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -271943.875000 Penalty: 789.133850
	Iteration 27Q: 3 clusters Score -271943.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -271952.000000 Penalty: 789.133850
	Iteration 28Q: 3 clusters Score -271952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -271960.406250 Penalty: 789.133850
	Iteration 29Q: 3 clusters Score -271960.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -271968.843750 Penalty: 789.133850
	Iteration 30Q: 3 clusters Score -271968.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -271980.843750 Penalty: 789.133850
	Iteration 31Q: 3 clusters Score -271980.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -271996.187500 Penalty: 789.133850
	Iteration 32Q: 3 clusters Score -271996.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -272011.031250 Penalty: 789.133850
	Iteration 33Q: 3 clusters Score -272011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -272029.625000 Penalty: 789.133850
	Iteration 34Q: 3 clusters Score -272029.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -272049.281250 Penalty: 789.133850
	Iteration 35Q: 3 clusters Score -272049.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -272064.062500 Penalty: 789.133850
	Iteration 36Q: 3 clusters Score -272064.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -272083.593750 Penalty: 789.133850
	Iteration 37Q: 3 clusters Score -272083.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -272099.000000 Penalty: 789.133850
	Iteration 38Q: 3 clusters Score -272099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -272112.593750 Penalty: 789.133850
	Iteration 39Q: 3 clusters Score -272112.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -272125.125000 Penalty: 789.133850
	Iteration 40F: 3 clusters Score -272125.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -272135.843750 Penalty: 789.133850
	Iteration 41Q: 3 clusters Score -272135.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -272143.062500 Penalty: 789.133850
	Iteration 42Q: 3 clusters Score -272143.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -272145.437500 Penalty: 789.133850
	Iteration 43Q: 3 clusters Score -272145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -272147.625000 Penalty: 789.133850
	Iteration 44Q: 3 clusters Score -272147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -272147.562500 Penalty: 789.133850
	Iteration 45Q: 3 clusters Score -272147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -272147.781250 Penalty: 789.133850
	Iteration 46Q: 3 clusters Score -272147.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -272147.781250 Penalty: 789.133850
	Iteration 47F: 3 clusters Score -272147.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Entering Unmasked Estep 
Score: -668831.562500 Penalty: 432.688171
	Iteration 0F: 2 clusters Score -668831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -659847.250000 Penalty: 865.376343
	Iteration 0F: 3 clusters Score -659847.2 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -663412.812500 Penalty: 865.376343
	Iteration 1F: 3 clusters Score -663412.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -663581.812500 Penalty: 865.376343
	Iteration 2Q: 3 clusters Score -663581.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -663753.375000 Penalty: 865.376343
	Iteration 3Q: 3 clusters Score -663753.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -663999.937500 Penalty: 865.376343
	Iteration 4Q: 3 clusters Score -663999.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -664370.812500 Penalty: 865.376343
	Iteration 5F: 3 clusters Score -664370.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -664879.875000 Penalty: 865.376343
	Iteration 6F: 3 clusters Score -664879.9 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -665451.750000 Penalty: 865.376343
	Iteration 7F: 3 clusters Score -665451.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -665880.875000 Penalty: 865.376343
	Iteration 8F: 3 clusters Score -665880.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -666066.687500 Penalty: 865.376343
	Iteration 9Q: 3 clusters Score -666066.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -666146.000000 Penalty: 865.376343
	Iteration 10Q: 3 clusters Score -666146 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -666189.937500 Penalty: 865.376343
	Iteration 11Q: 3 clusters Score -666189.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -666230.812500 Penalty: 865.376343
	Iteration 12Q: 3 clusters Score -666230.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -666274.187500 Penalty: 865.376343
	Iteration 13Q: 3 clusters Score -666274.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -666313.437500 Penalty: 865.376343
	Iteration 14Q: 3 clusters Score -666313.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -666369.812500 Penalty: 865.376343
	Iteration 15Q: 3 clusters Score -666369.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -666428.562500 Penalty: 865.376343
	Iteration 16Q: 3 clusters Score -666428.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -666498.875000 Penalty: 865.376343
	Iteration 17Q: 3 clusters Score -666498.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -666602.812500 Penalty: 865.376343
	Iteration 18Q: 3 clusters Score -666602.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -666719.625000 Penalty: 865.376343
	Iteration 19Q: 3 clusters Score -666719.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -666870.312500 Penalty: 865.376343
	Iteration 20F: 3 clusters Score -666870.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -667054.000000 Penalty: 865.376343
	Iteration 21Q: 3 clusters Score -667054 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -667294.375000 Penalty: 865.376343
	Iteration 22Q: 3 clusters Score -667294.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -667564.812500 Penalty: 865.376343
	Iteration 23Q: 3 clusters Score -667564.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -667842.250000 Penalty: 865.376343
	Iteration 24Q: 3 clusters Score -667842.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -668066.687500 Penalty: 865.376343
	Iteration 25Q: 3 clusters Score -668066.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -668232.437500 Penalty: 865.376343
	Iteration 26Q: 3 clusters Score -668232.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -668331.062500 Penalty: 865.376343
	Iteration 27Q: 3 clusters Score -668331.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -668389.062500 Penalty: 865.376343
	Iteration 28Q: 3 clusters Score -668389.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -668424.250000 Penalty: 865.376343
	Iteration 29Q: 3 clusters Score -668424.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -668444.312500 Penalty: 865.376343
	Iteration 30Q: 3 clusters Score -668444.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -668451.312500 Penalty: 865.376343
	Iteration 31Q: 3 clusters Score -668451.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -668457.125000 Penalty: 865.376343
	Iteration 32Q: 3 clusters Score -668457.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -668460.250000 Penalty: 865.376343
	Iteration 33Q: 3 clusters Score -668460.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -668464.750000 Penalty: 865.376343
	Iteration 34Q: 3 clusters Score -668464.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -668464.937500 Penalty: 865.376343
	Iteration 35Q: 3 clusters Score -668464.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -668465.812500 Penalty: 865.376343
	Iteration 36Q: 3 clusters Score -668465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -668467.625000 Penalty: 865.376343
	Iteration 37Q: 3 clusters Score -668467.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -668465.937500 Penalty: 865.376343
	Iteration 38Q: 3 clusters Score -668465.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -668465.250000 Penalty: 865.376343
	Iteration 39Q: 3 clusters Score -668465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -668473.812500 Penalty: 865.376343
	Iteration 40F: 3 clusters Score -668473.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -668477.500000 Penalty: 865.376343
	Iteration 41Q: 3 clusters Score -668477.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -668479.437500 Penalty: 865.376343
	Iteration 42Q: 3 clusters Score -668479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -668480.187500 Penalty: 865.376343
	Iteration 43Q: 3 clusters Score -668480.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -668479.750000 Penalty: 865.376343
	Iteration 44Q: 3 clusters Score -668479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -668479.000000 Penalty: 865.376343
	Iteration 45Q: 3 clusters Score -668479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -668479.312500 Penalty: 865.376343
	Iteration 46Q: 3 clusters Score -668479.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -668479.125000 Penalty: 865.376343
	Iteration 47Q: 3 clusters Score -668479.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -668478.750000 Penalty: 865.376343
	Iteration 48Q: 3 clusters Score -668478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -668478.437500 Penalty: 865.376343
	Iteration 49Q: 3 clusters Score -668478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -668478.312500 Penalty: 865.376343
	Iteration 50Q: 3 clusters Score -668478.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -668478.375000 Penalty: 865.376343
	Iteration 51Q: 3 clusters Score -668478.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -668477.500000 Penalty: 865.376343
	Iteration 52Q: 3 clusters Score -668477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -668477.437500 Penalty: 865.376343
	Iteration 53Q: 3 clusters Score -668477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -668478.500000 Penalty: 865.376343
	Iteration 54Q: 3 clusters Score -668478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -668477.687500 Penalty: 865.376343
	Iteration 55Q: 3 clusters Score -668477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -668478.250000 Penalty: 865.376343
	Iteration 56Q: 3 clusters Score -668478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -668478.312500 Penalty: 865.376343
	Iteration 57Q: 3 clusters Score -668478.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -668478.500000 Penalty: 865.376343
	Iteration 58Q: 3 clusters Score -668478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -668479.375000 Penalty: 865.376343
	Iteration 59Q: 3 clusters Score -668479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -668480.562500 Penalty: 865.376343
	Iteration 60F: 3 clusters Score -668480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -668480.062500 Penalty: 865.376343
	Iteration 61Q: 3 clusters Score -668480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -668480.062500 Penalty: 865.376343
	Iteration 62F: 3 clusters Score -668480.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7457.192871 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7457.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7203.166016 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -7203.166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7249.745117 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -7249.745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7271.102051 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -7271.102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7280.283691 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -7280.284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7280.283691 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -7280.284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -12869.886719 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -12869.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12475.311523 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -12475.31 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12645.841797 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -12645.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12714.341797 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -12714.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12753.682617 Penalty: 533.848572
	Iteration 3F: 3 clusters Score -12753.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12765.834961 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -12765.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12773.625977 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -12773.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12776.123047 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -12776.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12776.819336 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -12776.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12778.783203 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -12778.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12780.140625 Penalty: 533.848572
	Iteration 9Q: 3 clusters Score -12780.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12780.969727 Penalty: 533.848572
	Iteration 10Q: 3 clusters Score -12780.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12780.969727 Penalty: 533.848572
	Iteration 11F: 3 clusters Score -12780.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -50109.941406 Penalty: 315.868134
	Iteration 0F: 2 clusters Score -50109.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -49285.464844 Penalty: 631.736267
	Iteration 0F: 3 clusters Score -49285.46 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -49490.597656 Penalty: 631.736267
	Iteration 1F: 3 clusters Score -49490.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -49516.230469 Penalty: 631.736267
	Iteration 2F: 3 clusters Score -49516.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -49534.828125 Penalty: 631.736267
	Iteration 3Q: 3 clusters Score -49534.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -49551.371094 Penalty: 631.736267
	Iteration 4Q: 3 clusters Score -49551.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -49575.250000 Penalty: 631.736267
	Iteration 5Q: 3 clusters Score -49575.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -49594.714844 Penalty: 631.736267
	Iteration 6Q: 3 clusters Score -49594.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -49612.507812 Penalty: 631.736267
	Iteration 7Q: 3 clusters Score -49612.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -49638.160156 Penalty: 631.736267
	Iteration 8Q: 3 clusters Score -49638.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -49676.585938 Penalty: 631.736267
	Iteration 9Q: 3 clusters Score -49676.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -49712.628906 Penalty: 631.736267
	Iteration 10Q: 3 clusters Score -49712.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -49735.488281 Penalty: 631.736267
	Iteration 11Q: 3 clusters Score -49735.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -49757.839844 Penalty: 631.736267
	Iteration 12Q: 3 clusters Score -49757.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -49782.476562 Penalty: 631.736267
	Iteration 13Q: 3 clusters Score -49782.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -49800.882812 Penalty: 631.736267
	Iteration 14Q: 3 clusters Score -49800.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -49820.550781 Penalty: 631.736267
	Iteration 15Q: 3 clusters Score -49820.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -49828.625000 Penalty: 631.736267
	Iteration 16Q: 3 clusters Score -49828.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -49838.558594 Penalty: 631.736267
	Iteration 17Q: 3 clusters Score -49838.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -49846.585938 Penalty: 631.736267
	Iteration 18Q: 3 clusters Score -49846.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -49858.238281 Penalty: 631.736267
	Iteration 19Q: 3 clusters Score -49858.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -49862.179688 Penalty: 631.736267
	Iteration 20F: 3 clusters Score -49862.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -49863.679688 Penalty: 631.736267
	Iteration 21Q: 3 clusters Score -49863.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -49863.679688 Penalty: 631.736267
	Iteration 22F: 3 clusters Score -49863.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -178725.265625 Penalty: 376.691620
	Iteration 0F: 2 clusters Score -178725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -176044.109375 Penalty: 753.383240
	Iteration 0F: 3 clusters Score -176044.1 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -177030.281250 Penalty: 753.383240
	Iteration 1F: 3 clusters Score -177030.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -177183.156250 Penalty: 753.383240
	Iteration 2F: 3 clusters Score -177183.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -177324.156250 Penalty: 753.383240
	Iteration 3F: 3 clusters Score -177324.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -177464.546875 Penalty: 753.383240
	Iteration 4F: 3 clusters Score -177464.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -177598.218750 Penalty: 753.383240
	Iteration 5F: 3 clusters Score -177598.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -177717.296875 Penalty: 753.383240
	Iteration 6F: 3 clusters Score -177717.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -177825.843750 Penalty: 753.383240
	Iteration 7Q: 3 clusters Score -177825.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -177926.531250 Penalty: 753.383240
	Iteration 8Q: 3 clusters Score -177926.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -178023.718750 Penalty: 753.383240
	Iteration 9Q: 3 clusters Score -178023.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -178093.453125 Penalty: 753.383240
	Iteration 10Q: 3 clusters Score -178093.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -178134.765625 Penalty: 753.383240
	Iteration 11Q: 3 clusters Score -178134.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -178156.812500 Penalty: 753.383240
	Iteration 12Q: 3 clusters Score -178156.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -178173.578125 Penalty: 753.383240
	Iteration 13Q: 3 clusters Score -178173.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -178183.265625 Penalty: 753.383240
	Iteration 14Q: 3 clusters Score -178183.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -178191.843750 Penalty: 753.383240
	Iteration 15Q: 3 clusters Score -178191.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -178199.171875 Penalty: 753.383240
	Iteration 16Q: 3 clusters Score -178199.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -178206.562500 Penalty: 753.383240
	Iteration 17Q: 3 clusters Score -178206.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -178211.468750 Penalty: 753.383240
	Iteration 18Q: 3 clusters Score -178211.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -178218.250000 Penalty: 753.383240
	Iteration 19Q: 3 clusters Score -178218.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -178225.218750 Penalty: 753.383240
	Iteration 20F: 3 clusters Score -178225.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -178230.265625 Penalty: 753.383240
	Iteration 21Q: 3 clusters Score -178230.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -178239.000000 Penalty: 753.383240
	Iteration 22Q: 3 clusters Score -178239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -178247.937500 Penalty: 753.383240
	Iteration 23Q: 3 clusters Score -178247.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -178256.828125 Penalty: 753.383240
	Iteration 24Q: 3 clusters Score -178256.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -178261.984375 Penalty: 753.383240
	Iteration 25Q: 3 clusters Score -178262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -178264.875000 Penalty: 753.383240
	Iteration 26Q: 3 clusters Score -178264.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -178266.968750 Penalty: 753.383240
	Iteration 27Q: 3 clusters Score -178267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -178268.812500 Penalty: 753.383240
	Iteration 28Q: 3 clusters Score -178268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -178270.406250 Penalty: 753.383240
	Iteration 29Q: 3 clusters Score -178270.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -178271.484375 Penalty: 753.383240
	Iteration 30Q: 3 clusters Score -178271.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -178272.437500 Penalty: 753.383240
	Iteration 31Q: 3 clusters Score -178272.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -178273.000000 Penalty: 753.383240
	Iteration 32Q: 3 clusters Score -178273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -178274.218750 Penalty: 753.383240
	Iteration 33Q: 3 clusters Score -178274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -178274.828125 Penalty: 753.383240
	Iteration 34Q: 3 clusters Score -178274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -178275.578125 Penalty: 753.383240
	Iteration 35Q: 3 clusters Score -178275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -178276.281250 Penalty: 753.383240
	Iteration 36Q: 3 clusters Score -178276.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -178276.562500 Penalty: 753.383240
	Iteration 37Q: 3 clusters Score -178276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -178276.859375 Penalty: 753.383240
	Iteration 38Q: 3 clusters Score -178276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -178276.765625 Penalty: 753.383240
	Iteration 39Q: 3 clusters Score -178276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -178276.765625 Penalty: 753.383240
	Iteration 40F: 3 clusters Score -178276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -121388.671875 Penalty: 356.805817
	Iteration 0F: 2 clusters Score -121388.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -119616.734375 Penalty: 713.611633
	Iteration 0F: 3 clusters Score -119616.7 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -120184.351562 Penalty: 713.611633
	Iteration 1F: 3 clusters Score -120184.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -120257.367188 Penalty: 713.611633
	Iteration 2F: 3 clusters Score -120257.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -120315.882812 Penalty: 713.611633
	Iteration 3F: 3 clusters Score -120315.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -120384.273438 Penalty: 713.611633
	Iteration 4F: 3 clusters Score -120384.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -120495.695312 Penalty: 713.611633
	Iteration 5F: 3 clusters Score -120495.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -120607.289062 Penalty: 713.611633
	Iteration 6F: 3 clusters Score -120607.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -120723.570312 Penalty: 713.611633
	Iteration 7F: 3 clusters Score -120723.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -120823.867188 Penalty: 713.611633
	Iteration 8Q: 3 clusters Score -120823.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -120882.789062 Penalty: 713.611633
	Iteration 9Q: 3 clusters Score -120882.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -120926.078125 Penalty: 713.611633
	Iteration 10Q: 3 clusters Score -120926.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -120959.882812 Penalty: 713.611633
	Iteration 11Q: 3 clusters Score -120959.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -120992.679688 Penalty: 713.611633
	Iteration 12Q: 3 clusters Score -120992.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -121014.257812 Penalty: 713.611633
	Iteration 13Q: 3 clusters Score -121014.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -121024.187500 Penalty: 713.611633
	Iteration 14Q: 3 clusters Score -121024.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -121031.640625 Penalty: 713.611633
	Iteration 15Q: 3 clusters Score -121031.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -121041.312500 Penalty: 713.611633
	Iteration 16Q: 3 clusters Score -121041.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -121051.328125 Penalty: 713.611633
	Iteration 17Q: 3 clusters Score -121051.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -121058.195312 Penalty: 713.611633
	Iteration 18Q: 3 clusters Score -121058.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -121061.804688 Penalty: 713.611633
	Iteration 19Q: 3 clusters Score -121061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -121065.789062 Penalty: 713.611633
	Iteration 20F: 3 clusters Score -121065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -121071.117188 Penalty: 713.611633
	Iteration 21Q: 3 clusters Score -121071.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -121077.414062 Penalty: 713.611633
	Iteration 22Q: 3 clusters Score -121077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -121084.000000 Penalty: 713.611633
	Iteration 23Q: 3 clusters Score -121084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -121088.179688 Penalty: 713.611633
	Iteration 24Q: 3 clusters Score -121088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -121090.015625 Penalty: 713.611633
	Iteration 25Q: 3 clusters Score -121090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -121091.132812 Penalty: 713.611633
	Iteration 26Q: 3 clusters Score -121091.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -121091.132812 Penalty: 713.611633
	Iteration 27F: 3 clusters Score -121091.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Entering Unmasked Estep 
Score: -274459.437500 Penalty: 394.535736
	Iteration 0F: 2 clusters Score -274459.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -270552.531250 Penalty: 789.071472
	Iteration 0F: 3 clusters Score -270552.5 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -272112.093750 Penalty: 789.071472
	Iteration 1F: 3 clusters Score -272112.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -272338.250000 Penalty: 789.071472
	Iteration 2F: 3 clusters Score -272338.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -272664.562500 Penalty: 789.071472
	Iteration 3F: 3 clusters Score -272664.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -273114.562500 Penalty: 789.071472
	Iteration 4F: 3 clusters Score -273114.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -273528.437500 Penalty: 789.071472
	Iteration 5F: 3 clusters Score -273528.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -273781.156250 Penalty: 789.071472
	Iteration 6Q: 3 clusters Score -273781.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -273914.906250 Penalty: 789.071472
	Iteration 7Q: 3 clusters Score -273914.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -273981.531250 Penalty: 789.071472
	Iteration 8Q: 3 clusters Score -273981.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -274019.593750 Penalty: 789.071472
	Iteration 9Q: 3 clusters Score -274019.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -274047.031250 Penalty: 789.071472
	Iteration 10Q: 3 clusters Score -274047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -274067.218750 Penalty: 789.071472
	Iteration 11Q: 3 clusters Score -274067.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -274092.500000 Penalty: 789.071472
	Iteration 12Q: 3 clusters Score -274092.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -274107.593750 Penalty: 789.071472
	Iteration 13Q: 3 clusters Score -274107.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -274122.843750 Penalty: 789.071472
	Iteration 14Q: 3 clusters Score -274122.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -274140.937500 Penalty: 789.071472
	Iteration 15Q: 3 clusters Score -274140.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -274150.718750 Penalty: 789.071472
	Iteration 16Q: 3 clusters Score -274150.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -274157.906250 Penalty: 789.071472
	Iteration 17Q: 3 clusters Score -274157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -274162.156250 Penalty: 789.071472
	Iteration 18Q: 3 clusters Score -274162.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -274167.281250 Penalty: 789.071472
	Iteration 19Q: 3 clusters Score -274167.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -274176.937500 Penalty: 789.071472
	Iteration 20F: 3 clusters Score -274176.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -274180.250000 Penalty: 789.071472
	Iteration 21Q: 3 clusters Score -274180.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -274181.968750 Penalty: 789.071472
	Iteration 22Q: 3 clusters Score -274182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -274183.968750 Penalty: 789.071472
	Iteration 23Q: 3 clusters Score -274184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -274190.250000 Penalty: 789.071472
	Iteration 24Q: 3 clusters Score -274190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -274193.843750 Penalty: 789.071472
	Iteration 25Q: 3 clusters Score -274193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -274194.875000 Penalty: 789.071472
	Iteration 26Q: 3 clusters Score -274194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -274195.375000 Penalty: 789.071472
	Iteration 27Q: 3 clusters Score -274195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -274196.031250 Penalty: 789.071472
	Iteration 28Q: 3 clusters Score -274196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -274196.593750 Penalty: 789.071472
	Iteration 29Q: 3 clusters Score -274196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -274197.468750 Penalty: 789.071472
	Iteration 30Q: 3 clusters Score -274197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -274197.750000 Penalty: 789.071472
	Iteration 31Q: 3 clusters Score -274197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -274197.906250 Penalty: 789.071472
	Iteration 32Q: 3 clusters Score -274197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -274198.125000 Penalty: 789.071472
	Iteration 33Q: 3 clusters Score -274198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -274198.312500 Penalty: 789.071472
	Iteration 34Q: 3 clusters Score -274198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -274198.656250 Penalty: 789.071472
	Iteration 35Q: 3 clusters Score -274198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -274198.656250 Penalty: 789.071472
	Iteration 36F: 3 clusters Score -274198.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -16762.085938 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -16762.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16383.165039 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -16383.17 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16524.550781 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -16524.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16603.154297 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -16603.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16648.693359 Penalty: 539.592651
	Iteration 3F: 3 clusters Score -16648.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16681.060547 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -16681.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16689.244141 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -16689.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16702.273438 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -16702.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16704.855469 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -16704.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16705.882812 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -16705.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16706.078125 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -16706.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16706.078125 Penalty: 539.592651
	Iteration 10F: 3 clusters Score -16706.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -7181.626465 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -7181.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6926.207520 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -6926.208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6984.909668 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -6984.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7004.368164 Penalty: 455.359100
	Iteration 2Q: 3 clusters Score -7004.368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7019.683594 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -7019.684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7023.306641 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -7023.307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7027.701660 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -7027.702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7028.373535 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -7028.374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7030.356934 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -7030.357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7031.497559 Penalty: 455.359100
	Iteration 8Q: 3 clusters Score -7031.498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7031.497559 Penalty: 455.359100
	Iteration 9F: 3 clusters Score -7031.498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -61101.851562 Penalty: 322.976105
	Iteration 0F: 2 clusters Score -61101.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -60170.484375 Penalty: 645.952209
	Iteration 0F: 3 clusters Score -60170.48 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -60640.304688 Penalty: 645.952209
	Iteration 1F: 3 clusters Score -60640.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -60803.300781 Penalty: 645.952209
	Iteration 2F: 3 clusters Score -60803.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -60927.632812 Penalty: 645.952209
	Iteration 3F: 3 clusters Score -60927.63 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -60995.843750 Penalty: 645.952209
	Iteration 4F: 3 clusters Score -60995.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -61036.554688 Penalty: 645.952209
	Iteration 5Q: 3 clusters Score -61036.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -61054.031250 Penalty: 645.952209
	Iteration 6Q: 3 clusters Score -61054.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -61058.820312 Penalty: 645.952209
	Iteration 7Q: 3 clusters Score -61058.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -61063.414062 Penalty: 645.952209
	Iteration 8Q: 3 clusters Score -61063.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -61066.128906 Penalty: 645.952209
	Iteration 9Q: 3 clusters Score -61066.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -61069.062500 Penalty: 645.952209
	Iteration 10Q: 3 clusters Score -61069.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -61071.058594 Penalty: 645.952209
	Iteration 11Q: 3 clusters Score -61071.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -61075.269531 Penalty: 645.952209
	Iteration 12Q: 3 clusters Score -61075.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -61080.906250 Penalty: 645.952209
	Iteration 13Q: 3 clusters Score -61080.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -61085.972656 Penalty: 645.952209
	Iteration 14Q: 3 clusters Score -61085.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -61087.843750 Penalty: 645.952209
	Iteration 15Q: 3 clusters Score -61087.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -61090.425781 Penalty: 645.952209
	Iteration 16Q: 3 clusters Score -61090.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -61090.882812 Penalty: 645.952209
	Iteration 17Q: 3 clusters Score -61090.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -61090.882812 Penalty: 645.952209
	Iteration 18F: 3 clusters Score -61090.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Entering Unmasked Estep 
Score: -890732.375000 Penalty: 447.957611
	Iteration 0F: 2 clusters Score -890732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -878133.937500 Penalty: 895.915222
	Iteration 0F: 3 clusters Score -878133.9 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -883589.000000 Penalty: 895.915222
	Iteration 1F: 3 clusters Score -883589 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -883935.625000 Penalty: 895.915222
	Iteration 2Q: 3 clusters Score -883935.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -884322.750000 Penalty: 895.915222
	Iteration 3F: 3 clusters Score -884322.8 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -884818.187500 Penalty: 895.915222
	Iteration 4F: 3 clusters Score -884818.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -885511.750000 Penalty: 895.915222
	Iteration 5F: 3 clusters Score -885511.8 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -886401.625000 Penalty: 895.915222
	Iteration 6F: 3 clusters Score -886401.6 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -887411.687500 Penalty: 895.915222
	Iteration 7F: 3 clusters Score -887411.7 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -888269.062500 Penalty: 895.915222
	Iteration 8F: 3 clusters Score -888269.1 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -888950.687500 Penalty: 895.915222
	Iteration 9Q: 3 clusters Score -888950.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -889423.937500 Penalty: 895.915222
	Iteration 10Q: 3 clusters Score -889423.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -889708.437500 Penalty: 895.915222
	Iteration 11Q: 3 clusters Score -889708.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -889888.500000 Penalty: 895.915222
	Iteration 12Q: 3 clusters Score -889888.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -890018.562500 Penalty: 895.915222
	Iteration 13Q: 3 clusters Score -890018.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -890105.375000 Penalty: 895.915222
	Iteration 14Q: 3 clusters Score -890105.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -890162.437500 Penalty: 895.915222
	Iteration 15Q: 3 clusters Score -890162.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -890191.187500 Penalty: 895.915222
	Iteration 16Q: 3 clusters Score -890191.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -890214.375000 Penalty: 895.915222
	Iteration 17Q: 3 clusters Score -890214.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -890236.437500 Penalty: 895.915222
	Iteration 18Q: 3 clusters Score -890236.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -890248.937500 Penalty: 895.915222
	Iteration 19Q: 3 clusters Score -890248.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -890262.250000 Penalty: 895.915222
	Iteration 20F: 3 clusters Score -890262.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -890279.812500 Penalty: 895.915222
	Iteration 21Q: 3 clusters Score -890279.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -890294.062500 Penalty: 895.915222
	Iteration 22Q: 3 clusters Score -890294.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -890301.250000 Penalty: 895.915222
	Iteration 23Q: 3 clusters Score -890301.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -890303.312500 Penalty: 895.915222
	Iteration 24Q: 3 clusters Score -890303.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -890306.562500 Penalty: 895.915222
	Iteration 25Q: 3 clusters Score -890306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -890310.937500 Penalty: 895.915222
	Iteration 26Q: 3 clusters Score -890310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -890313.187500 Penalty: 895.915222
	Iteration 27Q: 3 clusters Score -890313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -890314.562500 Penalty: 895.915222
	Iteration 28Q: 3 clusters Score -890314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -890315.625000 Penalty: 895.915222
	Iteration 29Q: 3 clusters Score -890315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -890320.250000 Penalty: 895.915222
	Iteration 30Q: 3 clusters Score -890320.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -890326.500000 Penalty: 895.915222
	Iteration 31Q: 3 clusters Score -890326.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -890329.687500 Penalty: 895.915222
	Iteration 32Q: 3 clusters Score -890329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -890331.562500 Penalty: 895.915222
	Iteration 33Q: 3 clusters Score -890331.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -890331.562500 Penalty: 895.915222
	Iteration 34Q: 3 clusters Score -890331.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -890332.812500 Penalty: 895.915222
	Iteration 35Q: 3 clusters Score -890332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -890333.875000 Penalty: 895.915222
	Iteration 36Q: 3 clusters Score -890333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -890336.562500 Penalty: 895.915222
	Iteration 37Q: 3 clusters Score -890336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -890335.500000 Penalty: 895.915222
	Iteration 38Q: 3 clusters Score -890335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -890337.250000 Penalty: 895.915222
	Iteration 39Q: 3 clusters Score -890337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -890337.625000 Penalty: 895.915222
	Iteration 40F: 3 clusters Score -890337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -890340.125000 Penalty: 895.915222
	Iteration 41Q: 3 clusters Score -890340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -890339.937500 Penalty: 895.915222
	Iteration 42Q: 3 clusters Score -890339.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -890339.937500 Penalty: 895.915222
	Iteration 43F: 3 clusters Score -890339.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Entering Unmasked Estep 
Score: -261739.437500 Penalty: 390.534149
	Iteration 0F: 2 clusters Score -261739.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -258154.109375 Penalty: 781.068298
	Iteration 0F: 3 clusters Score -258154.1 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -259461.265625 Penalty: 781.068298
	Iteration 1F: 3 clusters Score -259461.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -259633.078125 Penalty: 781.068298
	Iteration 2F: 3 clusters Score -259633.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -259848.359375 Penalty: 781.068298
	Iteration 3F: 3 clusters Score -259848.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -260068.171875 Penalty: 781.068298
	Iteration 4F: 3 clusters Score -260068.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -260300.171875 Penalty: 781.068298
	Iteration 5F: 3 clusters Score -260300.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -260500.203125 Penalty: 781.068298
	Iteration 6Q: 3 clusters Score -260500.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -260668.484375 Penalty: 781.068298
	Iteration 7Q: 3 clusters Score -260668.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -260802.796875 Penalty: 781.068298
	Iteration 8Q: 3 clusters Score -260802.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -260913.671875 Penalty: 781.068298
	Iteration 9Q: 3 clusters Score -260913.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -260999.171875 Penalty: 781.068298
	Iteration 10Q: 3 clusters Score -260999.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -261111.609375 Penalty: 781.068298
	Iteration 11Q: 3 clusters Score -261111.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -261215.625000 Penalty: 781.068298
	Iteration 12Q: 3 clusters Score -261215.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -261288.421875 Penalty: 781.068298
	Iteration 13Q: 3 clusters Score -261288.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -261331.750000 Penalty: 781.068298
	Iteration 14Q: 3 clusters Score -261331.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -261352.203125 Penalty: 781.068298
	Iteration 15Q: 3 clusters Score -261352.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -261362.265625 Penalty: 781.068298
	Iteration 16Q: 3 clusters Score -261362.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -261375.875000 Penalty: 781.068298
	Iteration 17Q: 3 clusters Score -261375.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -261387.156250 Penalty: 781.068298
	Iteration 18Q: 3 clusters Score -261387.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -261396.968750 Penalty: 781.068298
	Iteration 19Q: 3 clusters Score -261397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -261402.281250 Penalty: 781.068298
	Iteration 20F: 3 clusters Score -261402.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -261406.265625 Penalty: 781.068298
	Iteration 21Q: 3 clusters Score -261406.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -261409.890625 Penalty: 781.068298
	Iteration 22Q: 3 clusters Score -261409.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -261411.734375 Penalty: 781.068298
	Iteration 23Q: 3 clusters Score -261411.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -261413.390625 Penalty: 781.068298
	Iteration 24Q: 3 clusters Score -261413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -261413.546875 Penalty: 781.068298
	Iteration 25Q: 3 clusters Score -261413.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -261414.546875 Penalty: 781.068298
	Iteration 26Q: 3 clusters Score -261414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -261415.015625 Penalty: 781.068298
	Iteration 27Q: 3 clusters Score -261415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -261415.203125 Penalty: 781.068298
	Iteration 28Q: 3 clusters Score -261415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -261416.031250 Penalty: 781.068298
	Iteration 29Q: 3 clusters Score -261416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -261416.484375 Penalty: 781.068298
	Iteration 30Q: 3 clusters Score -261416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -261416.296875 Penalty: 781.068298
	Iteration 31Q: 3 clusters Score -261416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -261416.375000 Penalty: 781.068298
	Iteration 32Q: 3 clusters Score -261416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -261416.968750 Penalty: 781.068298
	Iteration 33Q: 3 clusters Score -261417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -261417.156250 Penalty: 781.068298
	Iteration 34Q: 3 clusters Score -261417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -261417.671875 Penalty: 781.068298
	Iteration 35Q: 3 clusters Score -261417.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -261418.625000 Penalty: 781.068298
	Iteration 36Q: 3 clusters Score -261418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -261419.000000 Penalty: 781.068298
	Iteration 37Q: 3 clusters Score -261419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -261419.171875 Penalty: 781.068298
	Iteration 38Q: 3 clusters Score -261419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -261420.156250 Penalty: 781.068298
	Iteration 39Q: 3 clusters Score -261420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -261420.171875 Penalty: 781.068298
	Iteration 40F: 3 clusters Score -261420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -261420.734375 Penalty: 781.068298
	Iteration 41Q: 3 clusters Score -261420.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -261420.734375 Penalty: 781.068298
	Iteration 42F: 3 clusters Score -261420.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -43338.093750 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -43338.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -42707.011719 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -42707.01 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42870.910156 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -42870.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42905.843750 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -42905.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42923.531250 Penalty: 598.458740
	Iteration 3Q: 3 clusters Score -42923.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42938.144531 Penalty: 598.458740
	Iteration 4Q: 3 clusters Score -42938.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42950.042969 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -42950.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42958.664062 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -42958.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42972.363281 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -42972.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42986.117188 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -42986.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42995.210938 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -42995.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43002.207031 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -43002.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43010.457031 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -43010.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43017.214844 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -43017.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43023.824219 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -43023.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43027.648438 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -43027.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43029.953125 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -43029.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43035.667969 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -43035.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43041.214844 Penalty: 598.458740
	Iteration 17Q: 3 clusters Score -43041.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43045.832031 Penalty: 598.458740
	Iteration 18Q: 3 clusters Score -43045.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43050.187500 Penalty: 598.458740
	Iteration 19Q: 3 clusters Score -43050.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43054.746094 Penalty: 598.458740
	Iteration 20F: 3 clusters Score -43054.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43058.050781 Penalty: 598.458740
	Iteration 21Q: 3 clusters Score -43058.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -43059.812500 Penalty: 598.458740
	Iteration 22Q: 3 clusters Score -43059.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -43064.835938 Penalty: 598.458740
	Iteration 23Q: 3 clusters Score -43064.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -43069.648438 Penalty: 598.458740
	Iteration 24Q: 3 clusters Score -43069.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43076.843750 Penalty: 598.458740
	Iteration 25Q: 3 clusters Score -43076.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -43082.273438 Penalty: 598.458740
	Iteration 26Q: 3 clusters Score -43082.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43088.242188 Penalty: 598.458740
	Iteration 27Q: 3 clusters Score -43088.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -43092.300781 Penalty: 598.458740
	Iteration 28Q: 3 clusters Score -43092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -43095.128906 Penalty: 598.458740
	Iteration 29Q: 3 clusters Score -43095.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -43098.007812 Penalty: 598.458740
	Iteration 30Q: 3 clusters Score -43098.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -43101.292969 Penalty: 598.458740
	Iteration 31Q: 3 clusters Score -43101.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -43101.292969 Penalty: 598.458740
	Iteration 32F: 3 clusters Score -43101.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (71309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Entering Unmasked Estep 
Score: -3625430.000000 Penalty: 508.452393
	Iteration 0F: 2 clusters Score -3625430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -3577348.500000 Penalty: 1016.904785
	Iteration 0F: 3 clusters Score -3577348 nChanged 34914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -3598018.750000 Penalty: 1016.904785
	Iteration 1F: 3 clusters Score -3598019 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -3598800.500000 Penalty: 1016.904785
	Iteration 2Q: 3 clusters Score -3598800 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -3600223.500000 Penalty: 1016.904785
	Iteration 3Q: 3 clusters Score -3600224 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
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Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -3602833 nChanged 4650
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Mstep: Class 1 contains 35605 members 
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Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3606714 nChanged 4804
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Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3610039 nChanged 3519
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Mstep: Class 1 contains 35556 members 
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Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3611560 nChanged 771
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Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3611625 nChanged 313
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Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3611650 nChanged 329
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Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3611676 nChanged 305
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Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3611696 nChanged 312
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3611722 nChanged 312
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Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3611721 nChanged 301
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Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3611774 nChanged 349
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Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3611809 nChanged 357
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Mstep: Class 1 contains 36015 members 
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Entering Unmasked Estep 
Score: -3611825.250000 Penalty: 1016.904785
	Iteration 20F: 3 clusters Score -3611825 nChanged 394
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Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3611884 nChanged 395
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Mstep: Class 1 contains 36022 members 
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3611894 nChanged 434
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Mstep: Class 1 contains 36026 members 
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3611922 nChanged 447
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3611979 nChanged 453
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Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3612010 nChanged 497
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Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3612073 nChanged 622
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Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3612183 nChanged 667
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Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3612287 nChanged 773
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Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3612454 nChanged 888
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3612660 nChanged 1086
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Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3613028 nChanged 1301
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	Iteration 32Q: 3 clusters Score -3613514 nChanged 1554
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Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3614297 nChanged 1839
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Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3615417 nChanged 2095
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3617044 nChanged 2295
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	Iteration 36Q: 3 clusters Score -3619019 nChanged 2353
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	Iteration 37Q: 3 clusters Score -3620845 nChanged 2023
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	Iteration 38Q: 3 clusters Score -3622134 nChanged 1532
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	Iteration 39Q: 3 clusters Score -3622924 nChanged 1114
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3623643 nChanged 1030
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	Iteration 41Q: 3 clusters Score -3624075 nChanged 882
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	Iteration 42Q: 3 clusters Score -3624291 nChanged 653
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	Iteration 43Q: 3 clusters Score -3624394 nChanged 462
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	Iteration 44Q: 3 clusters Score -3624432 nChanged 390
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	Iteration 45Q: 3 clusters Score -3624494 nChanged 347
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	Iteration 47Q: 3 clusters Score -3624508 nChanged 325
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	Iteration 48Q: 3 clusters Score -3624506 nChanged 257
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	Iteration 49Q: 3 clusters Score -3624542 nChanged 272
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	Iteration 50Q: 3 clusters Score -3624545 nChanged 271
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	Iteration 51Q: 3 clusters Score -3624552 nChanged 278
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	Iteration 52Q: 3 clusters Score -3624552 nChanged 225
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	Iteration 53Q: 3 clusters Score -3624544 nChanged 221
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	Iteration 54Q: 3 clusters Score -3624551 nChanged 212
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	Iteration 55Q: 3 clusters Score -3624532 nChanged 231
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	Iteration 56Q: 3 clusters Score -3624536 nChanged 241
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	Iteration 57Q: 3 clusters Score -3624519 nChanged 191
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	Iteration 58Q: 3 clusters Score -3624519 nChanged 206
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	Iteration 59Q: 3 clusters Score -3624518 nChanged 186
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	Iteration 60F: 3 clusters Score -3624523 nChanged 226
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	Iteration 61Q: 3 clusters Score -3624506 nChanged 195
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	Iteration 62Q: 3 clusters Score -3624524 nChanged 215
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	Iteration 63Q: 3 clusters Score -3624526 nChanged 191
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	Iteration 64Q: 3 clusters Score -3624541 nChanged 227
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3624521 nChanged 281
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	Iteration 66Q: 3 clusters Score -3624528 nChanged 239
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	Iteration 67Q: 3 clusters Score -3624526 nChanged 238
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	Iteration 69Q: 3 clusters Score -3624531 nChanged 230
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3624522 nChanged 144
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3624523 nChanged 133
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	Iteration 72Q: 3 clusters Score -3624508 nChanged 124
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	Iteration 73Q: 3 clusters Score -3624519 nChanged 188
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	Iteration 74Q: 3 clusters Score -3624520 nChanged 171
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	Iteration 75Q: 3 clusters Score -3624506 nChanged 130
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3624518 nChanged 184
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3624531 nChanged 175
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3624536 nChanged 146
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3624550 nChanged 193
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3624539 nChanged 169
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	Iteration 81Q: 3 clusters Score -3624532 nChanged 168
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	Iteration 82Q: 3 clusters Score -3624530 nChanged 165
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	Iteration 83Q: 3 clusters Score -3624534 nChanged 185
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	Iteration 84Q: 3 clusters Score -3624519 nChanged 131
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	Iteration 85Q: 3 clusters Score -3624526 nChanged 126
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	Iteration 86Q: 3 clusters Score -3624513 nChanged 142
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	Iteration 87Q: 3 clusters Score -3624520 nChanged 145
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	Iteration 88Q: 3 clusters Score -3624520 nChanged 112
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	Iteration 89Q: 3 clusters Score -3624515 nChanged 159
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3624517 nChanged 162
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	Iteration 92Q: 3 clusters Score -3624524 nChanged 211
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3624526 nChanged 138
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3624534 nChanged 156
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3624538 nChanged 93
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3624543 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3624568 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3624581 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3624587 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -3624584.500000 Penalty: 1016.904785
	Iteration 100F: 3 clusters Score -3624584 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3624579 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3624580 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3624570 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3624567 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3624588 nChanged 270
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Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3624596 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3624596 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3624595 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -3624606.500000 Penalty: 1016.904785
	Iteration 109Q: 3 clusters Score -3624606 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3624607 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -3624611.750000 Penalty: 1016.904785
	Iteration 111Q: 3 clusters Score -3624612 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -3624642.250000 Penalty: 1016.904785
	Iteration 112Q: 3 clusters Score -3624642 nChanged 148
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Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3624642 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3624638 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3624634 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3624645 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3624645 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3624661 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3624662 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3624659 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3624666 nChanged 99
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Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3624671 nChanged 156
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Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3624642 nChanged 147
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Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3624677 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3624671 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3624687 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3624692 nChanged 83
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Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3624682 nChanged 96
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Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3624685 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3624700 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3624691 nChanged 104
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Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3624695 nChanged 98
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Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 56525 members 
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	Iteration 133Q: 3 clusters Score -3624700 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3624690 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3624695 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3624714 nChanged 128
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Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 56962 members 
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	Iteration 137Q: 3 clusters Score -3624710 nChanged 105
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Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -3624721.500000 Penalty: 1016.904785
	Iteration 138Q: 3 clusters Score -3624722 nChanged 115
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Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3624721 nChanged 75
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Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -3624728.750000 Penalty: 1016.904785
	Iteration 140F: 3 clusters Score -3624729 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3624728 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3624728 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3624736 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -3624725.000000 Penalty: 1016.904785
	Iteration 144Q: 3 clusters Score -3624725 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3624722 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -3624718.000000 Penalty: 1016.904785
	Iteration 146Q: 3 clusters Score -3624718 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3624737 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3624735 nChanged 87
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Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3624748 nChanged 147
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Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -3624753.750000 Penalty: 1016.904785
	Iteration 150Q: 3 clusters Score -3624754 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -3624744.250000 Penalty: 1016.904785
	Iteration 151Q: 3 clusters Score -3624744 nChanged 121
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Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3624745 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3624737 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3624748 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3624737 nChanged 158
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Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3624747 nChanged 210
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Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3624756 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -3624728.250000 Penalty: 1016.904785
	Iteration 158Q: 3 clusters Score -3624728 nChanged 121
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Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -3624742.250000 Penalty: 1016.904785
	Iteration 159Q: 3 clusters Score -3624742 nChanged 166
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Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -3624743.250000 Penalty: 1016.904785
	Iteration 160F: 3 clusters Score -3624743 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3624738 nChanged 203
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Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3624744 nChanged 159
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Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -3624750.250000 Penalty: 1016.904785
	Iteration 163Q: 3 clusters Score -3624750 nChanged 167
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Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3624751 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -3624758.750000 Penalty: 1016.904785
	Iteration 165Q: 3 clusters Score -3624759 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3624758 nChanged 138
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Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -3624762.750000 Penalty: 1016.904785
	Iteration 167Q: 3 clusters Score -3624763 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -3624753.250000 Penalty: 1016.904785
	Iteration 168Q: 3 clusters Score -3624753 nChanged 100
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Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -3624741.750000 Penalty: 1016.904785
	Iteration 169Q: 3 clusters Score -3624742 nChanged 76
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Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -3624739.750000 Penalty: 1016.904785
	Iteration 170Q: 3 clusters Score -3624740 nChanged 67
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Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3624754 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3624742 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3624736 nChanged 48
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Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3624739 nChanged 89
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Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -3624729.250000 Penalty: 1016.904785
	Iteration 175Q: 3 clusters Score -3624729 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -3624730.000000 Penalty: 1016.904785
	Iteration 176Q: 3 clusters Score -3624730 nChanged 76
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Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3624724 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3624723 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3624730 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -3624741.750000 Penalty: 1016.904785
	Iteration 180F: 3 clusters Score -3624742 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3624736 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -3624740.250000 Penalty: 1016.904785
	Iteration 182Q: 3 clusters Score -3624740 nChanged 92
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Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3624736 nChanged 86
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Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3624748 nChanged 91
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Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3624758 nChanged 122
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Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -3624765.750000 Penalty: 1016.904785
	Iteration 186Q: 3 clusters Score -3624766 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -3624770.000000 Penalty: 1016.904785
	Iteration 187Q: 3 clusters Score -3624770 nChanged 69
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Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -3624761.750000 Penalty: 1016.904785
	Iteration 188Q: 3 clusters Score -3624762 nChanged 51
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Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -3624766.250000 Penalty: 1016.904785
	Iteration 189Q: 3 clusters Score -3624766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -3624758.750000 Penalty: 1016.904785
	Iteration 190Q: 3 clusters Score -3624759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -3624766.000000 Penalty: 1016.904785
	Iteration 191Q: 3 clusters Score -3624766 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -3624774.250000 Penalty: 1016.904785
	Iteration 192Q: 3 clusters Score -3624774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -3624782.750000 Penalty: 1016.904785
	Iteration 193Q: 3 clusters Score -3624783 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -3624775.500000 Penalty: 1016.904785
	Iteration 194Q: 3 clusters Score -3624776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -3624776.250000 Penalty: 1016.904785
	Iteration 195Q: 3 clusters Score -3624776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -3624786.000000 Penalty: 1016.904785
	Iteration 196Q: 3 clusters Score -3624786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -3624798.250000 Penalty: 1016.904785
	Iteration 197Q: 3 clusters Score -3624798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -3624788.500000 Penalty: 1016.904785
	Iteration 198Q: 3 clusters Score -3624788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -3624785.000000 Penalty: 1016.904785
	Iteration 199Q: 3 clusters Score -3624785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -3624779.000000 Penalty: 1016.904785
	Iteration 200F: 3 clusters Score -3624779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -3624784.000000 Penalty: 1016.904785
	Iteration 201Q: 3 clusters Score -3624784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -3624787.250000 Penalty: 1016.904785
	Iteration 202Q: 3 clusters Score -3624787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -3624792.000000 Penalty: 1016.904785
	Iteration 203Q: 3 clusters Score -3624792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -3624792.500000 Penalty: 1016.904785
	Iteration 204Q: 3 clusters Score -3624792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -3624787.250000 Penalty: 1016.904785
	Iteration 205Q: 3 clusters Score -3624787 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -3624780.250000 Penalty: 1016.904785
	Iteration 206Q: 3 clusters Score -3624780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -3624771.500000 Penalty: 1016.904785
	Iteration 207Q: 3 clusters Score -3624772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -3624779.000000 Penalty: 1016.904785
	Iteration 208Q: 3 clusters Score -3624779 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -3624778.250000 Penalty: 1016.904785
	Iteration 209Q: 3 clusters Score -3624778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -3624782.500000 Penalty: 1016.904785
	Iteration 210Q: 3 clusters Score -3624782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -3624781.250000 Penalty: 1016.904785
	Iteration 211Q: 3 clusters Score -3624781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -3624778.750000 Penalty: 1016.904785
	Iteration 212Q: 3 clusters Score -3624779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -3624779.250000 Penalty: 1016.904785
	Iteration 213Q: 3 clusters Score -3624779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -3624777.250000 Penalty: 1016.904785
	Iteration 214Q: 3 clusters Score -3624777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -3624779.500000 Penalty: 1016.904785
	Iteration 215Q: 3 clusters Score -3624780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -3624777.000000 Penalty: 1016.904785
	Iteration 216Q: 3 clusters Score -3624777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -3624781.000000 Penalty: 1016.904785
	Iteration 217Q: 3 clusters Score -3624781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -3624775.500000 Penalty: 1016.904785
	Iteration 218Q: 3 clusters Score -3624776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -3624774.500000 Penalty: 1016.904785
	Iteration 219Q: 3 clusters Score -3624774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -3624774.750000 Penalty: 1016.904785
	Iteration 220F: 3 clusters Score -3624775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -3624781.250000 Penalty: 1016.904785
	Iteration 221Q: 3 clusters Score -3624781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -3624780.500000 Penalty: 1016.904785
	Iteration 222Q: 3 clusters Score -3624780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -3624783.750000 Penalty: 1016.904785
	Iteration 223Q: 3 clusters Score -3624784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -3624779.250000 Penalty: 1016.904785
	Iteration 224Q: 3 clusters Score -3624779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -3624775.500000 Penalty: 1016.904785
	Iteration 225Q: 3 clusters Score -3624776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -3624776.750000 Penalty: 1016.904785
	Iteration 226Q: 3 clusters Score -3624777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -3624779.000000 Penalty: 1016.904785
	Iteration 227Q: 3 clusters Score -3624779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -3624782.750000 Penalty: 1016.904785
	Iteration 228Q: 3 clusters Score -3624783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -3624786.750000 Penalty: 1016.904785
	Iteration 229Q: 3 clusters Score -3624787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -3624787.000000 Penalty: 1016.904785
	Iteration 230Q: 3 clusters Score -3624787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -3624782.250000 Penalty: 1016.904785
	Iteration 231Q: 3 clusters Score -3624782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -3624787.000000 Penalty: 1016.904785
	Iteration 232Q: 3 clusters Score -3624787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 64763 members 
Entering Unmasked Estep 
Score: -3624785.750000 Penalty: 1016.904785
	Iteration 233Q: 3 clusters Score -3624786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -3624787.250000 Penalty: 1016.904785
	Iteration 234Q: 3 clusters Score -3624787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -3624787.250000 Penalty: 1016.904785
	Iteration 235F: 3 clusters Score -3624787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -9454.612305 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -9454.612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9139.805664 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -9139.806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9210.316406 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -9210.316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9252.436523 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -9252.437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9264.197266 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -9264.197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9272.174805 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -9272.175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9275.886719 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -9275.887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9280.728516 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -9280.729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9293.998047 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -9293.998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9311.108398 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -9311.108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9313.660156 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -9313.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9313.660156 Penalty: 498.738159
	Iteration 10F: 3 clusters Score -9313.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (110430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110430 members 
Entering Unmasked Estep 
Score: -5254398.000000 Penalty: 528.352234
	Iteration 0F: 2 clusters Score -5254398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -5179701.500000 Penalty: 1056.704468
	Iteration 0F: 3 clusters Score -5179702 nChanged 53949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -5211799.000000 Penalty: 1056.704468
	Iteration 1F: 3 clusters Score -5211799 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -5213095.500000 Penalty: 1056.704468
	Iteration 2Q: 3 clusters Score -5213096 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -5215257.000000 Penalty: 1056.704468
	Iteration 3Q: 3 clusters Score -5215257 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -5219011.000000 Penalty: 1056.704468
	Iteration 4F: 3 clusters Score -5219011 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -5224581.500000 Penalty: 1056.704468
	Iteration 5F: 3 clusters Score -5224582 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -5230647.500000 Penalty: 1056.704468
	Iteration 6F: 3 clusters Score -5230648 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -5234502.500000 Penalty: 1056.704468
	Iteration 7F: 3 clusters Score -5234502 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -5236223.000000 Penalty: 1056.704468
	Iteration 8Q: 3 clusters Score -5236223 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -5237230.000000 Penalty: 1056.704468
	Iteration 9Q: 3 clusters Score -5237230 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -5238096.000000 Penalty: 1056.704468
	Iteration 10Q: 3 clusters Score -5238096 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -5239035.000000 Penalty: 1056.704468
	Iteration 11Q: 3 clusters Score -5239035 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85216 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -5240029.000000 Penalty: 1056.704468
	Iteration 12Q: 3 clusters Score -5240029 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -5241344.500000 Penalty: 1056.704468
	Iteration 13Q: 3 clusters Score -5241344 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -5242580.500000 Penalty: 1056.704468
	Iteration 14Q: 3 clusters Score -5242580 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -5243933.000000 Penalty: 1056.704468
	Iteration 15Q: 3 clusters Score -5243933 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -5245338.000000 Penalty: 1056.704468
	Iteration 16Q: 3 clusters Score -5245338 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96837 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -5246770.500000 Penalty: 1056.704468
	Iteration 17Q: 3 clusters Score -5246770 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -5248214.500000 Penalty: 1056.704468
	Iteration 18Q: 3 clusters Score -5248214 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -5249548.000000 Penalty: 1056.704468
	Iteration 19Q: 3 clusters Score -5249548 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -5250679.000000 Penalty: 1056.704468
	Iteration 20F: 3 clusters Score -5250679 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103020 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -5251658.000000 Penalty: 1056.704468
	Iteration 21Q: 3 clusters Score -5251658 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -5252382.500000 Penalty: 1056.704468
	Iteration 22Q: 3 clusters Score -5252382 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104464 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -5252900.500000 Penalty: 1056.704468
	Iteration 23Q: 3 clusters Score -5252900 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104921 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -5253245.000000 Penalty: 1056.704468
	Iteration 24Q: 3 clusters Score -5253245 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105286 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -5253467.000000 Penalty: 1056.704468
	Iteration 25Q: 3 clusters Score -5253467 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105540 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -5253613.000000 Penalty: 1056.704468
	Iteration 26Q: 3 clusters Score -5253613 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105766 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5253697.500000 Penalty: 1056.704468
	Iteration 27Q: 3 clusters Score -5253698 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -5253736.000000 Penalty: 1056.704468
	Iteration 28Q: 3 clusters Score -5253736 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106135 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -5253782.000000 Penalty: 1056.704468
	Iteration 29Q: 3 clusters Score -5253782 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106325 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -5253822.000000 Penalty: 1056.704468
	Iteration 30Q: 3 clusters Score -5253822 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5253858.000000 Penalty: 1056.704468
	Iteration 31Q: 3 clusters Score -5253858 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106676 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -5253904.000000 Penalty: 1056.704468
	Iteration 32Q: 3 clusters Score -5253904 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106844 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -5253931.000000 Penalty: 1056.704468
	Iteration 33Q: 3 clusters Score -5253931 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5253960.500000 Penalty: 1056.704468
	Iteration 34Q: 3 clusters Score -5253960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5253962.500000 Penalty: 1056.704468
	Iteration 35Q: 3 clusters Score -5253962 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107281 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5253988.500000 Penalty: 1056.704468
	Iteration 36Q: 3 clusters Score -5253988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107416 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5254026.500000 Penalty: 1056.704468
	Iteration 37Q: 3 clusters Score -5254026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107532 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5254040.500000 Penalty: 1056.704468
	Iteration 38Q: 3 clusters Score -5254040 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5254064.500000 Penalty: 1056.704468
	Iteration 39Q: 3 clusters Score -5254064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107738 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5254075.500000 Penalty: 1056.704468
	Iteration 40F: 3 clusters Score -5254076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5254081.500000 Penalty: 1056.704468
	Iteration 41Q: 3 clusters Score -5254082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107867 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5254080.000000 Penalty: 1056.704468
	Iteration 42Q: 3 clusters Score -5254080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5254088.500000 Penalty: 1056.704468
	Iteration 43Q: 3 clusters Score -5254088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5254096.500000 Penalty: 1056.704468
	Iteration 44Q: 3 clusters Score -5254096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107987 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5254093.000000 Penalty: 1056.704468
	Iteration 45Q: 3 clusters Score -5254093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108020 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5254097.500000 Penalty: 1056.704468
	Iteration 46Q: 3 clusters Score -5254098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5254106.500000 Penalty: 1056.704468
	Iteration 47Q: 3 clusters Score -5254106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5254105.000000 Penalty: 1056.704468
	Iteration 48Q: 3 clusters Score -5254105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108110 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5254113.000000 Penalty: 1056.704468
	Iteration 49Q: 3 clusters Score -5254113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108141 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5254116.500000 Penalty: 1056.704468
	Iteration 50Q: 3 clusters Score -5254116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5254119.000000 Penalty: 1056.704468
	Iteration 51Q: 3 clusters Score -5254119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5254120.500000 Penalty: 1056.704468
	Iteration 52Q: 3 clusters Score -5254120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108194 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5254130.500000 Penalty: 1056.704468
	Iteration 53Q: 3 clusters Score -5254130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108212 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5254129.500000 Penalty: 1056.704468
	Iteration 54Q: 3 clusters Score -5254130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108233 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5254123.500000 Penalty: 1056.704468
	Iteration 55Q: 3 clusters Score -5254124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108251 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5254123.500000 Penalty: 1056.704468
	Iteration 56Q: 3 clusters Score -5254124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5254117.500000 Penalty: 1056.704468
	Iteration 57Q: 3 clusters Score -5254118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108287 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5254117.000000 Penalty: 1056.704468
	Iteration 58Q: 3 clusters Score -5254117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108306 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5254120.000000 Penalty: 1056.704468
	Iteration 59Q: 3 clusters Score -5254120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108328 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5254123.500000 Penalty: 1056.704468
	Iteration 60F: 3 clusters Score -5254124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108352 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5254133.000000 Penalty: 1056.704468
	Iteration 61Q: 3 clusters Score -5254133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108379 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5254130.000000 Penalty: 1056.704468
	Iteration 62Q: 3 clusters Score -5254130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108400 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5254137.000000 Penalty: 1056.704468
	Iteration 63Q: 3 clusters Score -5254137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108419 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5254138.500000 Penalty: 1056.704468
	Iteration 64Q: 3 clusters Score -5254138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5254139.000000 Penalty: 1056.704468
	Iteration 65Q: 3 clusters Score -5254139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5254139.000000 Penalty: 1056.704468
	Iteration 66Q: 3 clusters Score -5254139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108452 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5254132.500000 Penalty: 1056.704468
	Iteration 67Q: 3 clusters Score -5254132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5254134.000000 Penalty: 1056.704468
	Iteration 68Q: 3 clusters Score -5254134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108472 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5254135.000000 Penalty: 1056.704468
	Iteration 69Q: 3 clusters Score -5254135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5254137.500000 Penalty: 1056.704468
	Iteration 70Q: 3 clusters Score -5254138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108492 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5254140.000000 Penalty: 1056.704468
	Iteration 71Q: 3 clusters Score -5254140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5254141.500000 Penalty: 1056.704468
	Iteration 72Q: 3 clusters Score -5254142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5254145.000000 Penalty: 1056.704468
	Iteration 73Q: 3 clusters Score -5254145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108535 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5254146.500000 Penalty: 1056.704468
	Iteration 74Q: 3 clusters Score -5254146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5254149.500000 Penalty: 1056.704468
	Iteration 75Q: 3 clusters Score -5254150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108549 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5254153.000000 Penalty: 1056.704468
	Iteration 76Q: 3 clusters Score -5254153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5254159.000000 Penalty: 1056.704468
	Iteration 77Q: 3 clusters Score -5254159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108572 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5254157.000000 Penalty: 1056.704468
	Iteration 78Q: 3 clusters Score -5254157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108579 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5254159.500000 Penalty: 1056.704468
	Iteration 79Q: 3 clusters Score -5254160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108583 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5254159.500000 Penalty: 1056.704468
	Iteration 80F: 3 clusters Score -5254160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108587 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5254158.500000 Penalty: 1056.704468
	Iteration 81Q: 3 clusters Score -5254158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108589 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5254159.500000 Penalty: 1056.704468
	Iteration 82Q: 3 clusters Score -5254160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5254161.000000 Penalty: 1056.704468
	Iteration 83Q: 3 clusters Score -5254161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108592 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5254165.500000 Penalty: 1056.704468
	Iteration 84Q: 3 clusters Score -5254166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108593 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5254167.000000 Penalty: 1056.704468
	Iteration 85Q: 3 clusters Score -5254167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108594 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5254166.000000 Penalty: 1056.704468
	Iteration 86Q: 3 clusters Score -5254166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108596 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5254162.500000 Penalty: 1056.704468
	Iteration 87Q: 3 clusters Score -5254162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5254162.500000 Penalty: 1056.704468
	Iteration 88Q: 3 clusters Score -5254162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5254167.000000 Penalty: 1056.704468
	Iteration 89Q: 3 clusters Score -5254167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5254167.000000 Penalty: 1056.704468
	Iteration 90F: 3 clusters Score -5254167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -36457.089844 Penalty: 301.152618
	Iteration 0F: 2 clusters Score -36457.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35832.468750 Penalty: 602.305237
	Iteration 0F: 3 clusters Score -35832.47 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36072.441406 Penalty: 602.305237
	Iteration 1F: 3 clusters Score -36072.44 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36145.843750 Penalty: 602.305237
	Iteration 2F: 3 clusters Score -36145.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36191.476562 Penalty: 602.305237
	Iteration 3F: 3 clusters Score -36191.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36236.527344 Penalty: 602.305237
	Iteration 4F: 3 clusters Score -36236.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36267.835938 Penalty: 602.305237
	Iteration 5Q: 3 clusters Score -36267.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36289.164062 Penalty: 602.305237
	Iteration 6Q: 3 clusters Score -36289.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36303.101562 Penalty: 602.305237
	Iteration 7Q: 3 clusters Score -36303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36307.207031 Penalty: 602.305237
	Iteration 8Q: 3 clusters Score -36307.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36308.515625 Penalty: 602.305237
	Iteration 9Q: 3 clusters Score -36308.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36308.828125 Penalty: 602.305237
	Iteration 10Q: 3 clusters Score -36308.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36308.828125 Penalty: 602.305237
	Iteration 11F: 3 clusters Score -36308.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (118187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118187 members 
Entering Unmasked Estep 
Score: -5815928.000000 Penalty: 531.441040
	Iteration 0F: 2 clusters Score -5815928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -5735846.000000 Penalty: 1062.882080
	Iteration 0F: 3 clusters Score -5735846 nChanged 57933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -5770924.000000 Penalty: 1062.882080
	Iteration 1F: 3 clusters Score -5770924 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -5772102.000000 Penalty: 1062.882080
	Iteration 2Q: 3 clusters Score -5772102 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -5774204.500000 Penalty: 1062.882080
	Iteration 3Q: 3 clusters Score -5774204 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 79211 members 
Entering Unmasked Estep 
Score: -5778223.000000 Penalty: 1062.882080
	Iteration 4F: 3 clusters Score -5778223 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -5785236.000000 Penalty: 1062.882080
	Iteration 5F: 3 clusters Score -5785236 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -5795338.500000 Penalty: 1062.882080
	Iteration 6F: 3 clusters Score -5795338 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -5805777.000000 Penalty: 1062.882080
	Iteration 7F: 3 clusters Score -5805777 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 115297 members 
Entering Unmasked Estep 
Score: -5812471.500000 Penalty: 1062.882080
	Iteration 8F: 3 clusters Score -5812472 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 117624 members 
Entering Unmasked Estep 
Score: -5814860.000000 Penalty: 1062.882080
	Iteration 9Q: 3 clusters Score -5814860 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118062 members 
Entering Unmasked Estep 
Score: -5815301.500000 Penalty: 1062.882080
	Iteration 10Q: 3 clusters Score -5815302 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 118137 members 
Entering Unmasked Estep 
Score: -5815397.500000 Penalty: 1062.882080
	Iteration 11Q: 3 clusters Score -5815398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 118151 members 
Entering Unmasked Estep 
Score: -5815418.000000 Penalty: 1062.882080
	Iteration 12Q: 3 clusters Score -5815418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 118156 members 
Entering Unmasked Estep 
Score: -5815437.000000 Penalty: 1062.882080
	Iteration 13Q: 3 clusters Score -5815437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 118156 members 
Entering Unmasked Estep 
Score: -5815452.500000 Penalty: 1062.882080
	Iteration 14Q: 3 clusters Score -5815452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 118152 members 
Entering Unmasked Estep 
Score: -5815458.500000 Penalty: 1062.882080
	Iteration 15Q: 3 clusters Score -5815458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 118148 members 
Entering Unmasked Estep 
Score: -5815469.500000 Penalty: 1062.882080
	Iteration 16Q: 3 clusters Score -5815470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 118148 members 
Entering Unmasked Estep 
Score: -5815469.500000 Penalty: 1062.882080
	Iteration 17F: 3 clusters Score -5815470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -1753.059204 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -1753.059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1589.077881 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -1589.078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1652.688843 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -1652.689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1660.096680 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -1660.097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1676.229370 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -1676.229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1676.229370 Penalty: 416.298676
	Iteration 4F: 3 clusters Score -1676.229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -61351.968750 Penalty: 322.712097
	Iteration 0F: 2 clusters Score -61351.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -60397.042969 Penalty: 645.424194
	Iteration 0F: 3 clusters Score -60397.04 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -60707.464844 Penalty: 645.424194
	Iteration 1F: 3 clusters Score -60707.46 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -60808.230469 Penalty: 645.424194
	Iteration 2F: 3 clusters Score -60808.23 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -60878.984375 Penalty: 645.424194
	Iteration 3F: 3 clusters Score -60878.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -60930.566406 Penalty: 645.424194
	Iteration 4F: 3 clusters Score -60930.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -60958.937500 Penalty: 645.424194
	Iteration 5Q: 3 clusters Score -60958.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -60974.109375 Penalty: 645.424194
	Iteration 6Q: 3 clusters Score -60974.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -60984.093750 Penalty: 645.424194
	Iteration 7Q: 3 clusters Score -60984.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -60989.343750 Penalty: 645.424194
	Iteration 8Q: 3 clusters Score -60989.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -60993.492188 Penalty: 645.424194
	Iteration 9Q: 3 clusters Score -60993.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -60996.941406 Penalty: 645.424194
	Iteration 10Q: 3 clusters Score -60996.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -60999.406250 Penalty: 645.424194
	Iteration 11Q: 3 clusters Score -60999.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -61002.039062 Penalty: 645.424194
	Iteration 12Q: 3 clusters Score -61002.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -61004.382812 Penalty: 645.424194
	Iteration 13Q: 3 clusters Score -61004.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -61006.035156 Penalty: 645.424194
	Iteration 14Q: 3 clusters Score -61006.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -61008.597656 Penalty: 645.424194
	Iteration 15Q: 3 clusters Score -61008.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -61012.398438 Penalty: 645.424194
	Iteration 16Q: 3 clusters Score -61012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -61014.632812 Penalty: 645.424194
	Iteration 17Q: 3 clusters Score -61014.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -61017.960938 Penalty: 645.424194
	Iteration 18Q: 3 clusters Score -61017.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -61021.214844 Penalty: 645.424194
	Iteration 19Q: 3 clusters Score -61021.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -61023.132812 Penalty: 645.424194
	Iteration 20F: 3 clusters Score -61023.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -61024.234375 Penalty: 645.424194
	Iteration 21Q: 3 clusters Score -61024.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -61025.222656 Penalty: 645.424194
	Iteration 22Q: 3 clusters Score -61025.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -61026.675781 Penalty: 645.424194
	Iteration 23Q: 3 clusters Score -61026.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -61028.597656 Penalty: 645.424194
	Iteration 24Q: 3 clusters Score -61028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -61031.621094 Penalty: 645.424194
	Iteration 25Q: 3 clusters Score -61031.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -61033.824219 Penalty: 645.424194
	Iteration 26Q: 3 clusters Score -61033.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -61034.691406 Penalty: 645.424194
	Iteration 27Q: 3 clusters Score -61034.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -61035.640625 Penalty: 645.424194
	Iteration 28Q: 3 clusters Score -61035.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -61037.367188 Penalty: 645.424194
	Iteration 29Q: 3 clusters Score -61037.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -61040.070312 Penalty: 645.424194
	Iteration 30Q: 3 clusters Score -61040.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -61043.042969 Penalty: 645.424194
	Iteration 31Q: 3 clusters Score -61043.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -61044.976562 Penalty: 645.424194
	Iteration 32Q: 3 clusters Score -61044.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -61046.031250 Penalty: 645.424194
	Iteration 33Q: 3 clusters Score -61046.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -61046.636719 Penalty: 645.424194
	Iteration 34Q: 3 clusters Score -61046.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -61046.699219 Penalty: 645.424194
	Iteration 35Q: 3 clusters Score -61046.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -61046.699219 Penalty: 645.424194
	Iteration 36F: 3 clusters Score -61046.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (123947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123947 members 
Entering Unmasked Estep 
Score: -6128757.500000 Penalty: 533.606262
	Iteration 0F: 2 clusters Score -6128758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -6044658.500000 Penalty: 1067.212524
	Iteration 0F: 3 clusters Score -6044658 nChanged 60753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -6082140.000000 Penalty: 1067.212524
	Iteration 1F: 3 clusters Score -6082140 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -6084178.000000 Penalty: 1067.212524
	Iteration 2Q: 3 clusters Score -6084178 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -6087620.000000 Penalty: 1067.212524
	Iteration 3F: 3 clusters Score -6087620 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -6093627.000000 Penalty: 1067.212524
	Iteration 4F: 3 clusters Score -6093627 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -6104833.500000 Penalty: 1067.212524
	Iteration 5F: 3 clusters Score -6104834 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -6119036.500000 Penalty: 1067.212524
	Iteration 6F: 3 clusters Score -6119036 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -6125820.500000 Penalty: 1067.212524
	Iteration 7F: 3 clusters Score -6125820 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -6127632.000000 Penalty: 1067.212524
	Iteration 8Q: 3 clusters Score -6127632 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -6128266.500000 Penalty: 1067.212524
	Iteration 9Q: 3 clusters Score -6128266 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -6128621.500000 Penalty: 1067.212524
	Iteration 10Q: 3 clusters Score -6128622 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -6128809.000000 Penalty: 1067.212524
	Iteration 11Q: 3 clusters Score -6128809 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -6128892.500000 Penalty: 1067.212524
	Iteration 12Q: 3 clusters Score -6128892 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -6128947.500000 Penalty: 1067.212524
	Iteration 13Q: 3 clusters Score -6128948 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -6128998.000000 Penalty: 1067.212524
	Iteration 14Q: 3 clusters Score -6128998 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -6129019.000000 Penalty: 1067.212524
	Iteration 15Q: 3 clusters Score -6129019 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -6129049.500000 Penalty: 1067.212524
	Iteration 16Q: 3 clusters Score -6129050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76779 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -6129071.500000 Penalty: 1067.212524
	Iteration 17Q: 3 clusters Score -6129072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -6129066.500000 Penalty: 1067.212524
	Iteration 18Q: 3 clusters Score -6129066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -6129064.000000 Penalty: 1067.212524
	Iteration 19Q: 3 clusters Score -6129064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -6129066.500000 Penalty: 1067.212524
	Iteration 20F: 3 clusters Score -6129066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -6129076.000000 Penalty: 1067.212524
	Iteration 21Q: 3 clusters Score -6129076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -6129083.000000 Penalty: 1067.212524
	Iteration 22Q: 3 clusters Score -6129083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -6129069.000000 Penalty: 1067.212524
	Iteration 23Q: 3 clusters Score -6129069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77182 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -6129062.000000 Penalty: 1067.212524
	Iteration 24Q: 3 clusters Score -6129062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -6129060.500000 Penalty: 1067.212524
	Iteration 25Q: 3 clusters Score -6129060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -6129064.000000 Penalty: 1067.212524
	Iteration 26Q: 3 clusters Score -6129064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77266 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -6129069.000000 Penalty: 1067.212524
	Iteration 27Q: 3 clusters Score -6129069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -6129074.500000 Penalty: 1067.212524
	Iteration 28Q: 3 clusters Score -6129074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77343 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -6129077.000000 Penalty: 1067.212524
	Iteration 29Q: 3 clusters Score -6129077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -6129072.000000 Penalty: 1067.212524
	Iteration 30Q: 3 clusters Score -6129072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -6129076.000000 Penalty: 1067.212524
	Iteration 31Q: 3 clusters Score -6129076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -6129070.500000 Penalty: 1067.212524
	Iteration 32Q: 3 clusters Score -6129070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -6129066.000000 Penalty: 1067.212524
	Iteration 33Q: 3 clusters Score -6129066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6129057.500000 Penalty: 1067.212524
	Iteration 34Q: 3 clusters Score -6129058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -6129050.500000 Penalty: 1067.212524
	Iteration 35Q: 3 clusters Score -6129050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -6129051.500000 Penalty: 1067.212524
	Iteration 36Q: 3 clusters Score -6129052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -6129055.500000 Penalty: 1067.212524
	Iteration 37Q: 3 clusters Score -6129056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77562 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -6129057.500000 Penalty: 1067.212524
	Iteration 38Q: 3 clusters Score -6129058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -6129061.500000 Penalty: 1067.212524
	Iteration 39Q: 3 clusters Score -6129062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77579 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -6129066.500000 Penalty: 1067.212524
	Iteration 40F: 3 clusters Score -6129066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77593 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -6129071.500000 Penalty: 1067.212524
	Iteration 41Q: 3 clusters Score -6129072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -6129069.000000 Penalty: 1067.212524
	Iteration 42Q: 3 clusters Score -6129069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -6129073.500000 Penalty: 1067.212524
	Iteration 43Q: 3 clusters Score -6129074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -6129075.000000 Penalty: 1067.212524
	Iteration 44Q: 3 clusters Score -6129075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -6129076.500000 Penalty: 1067.212524
	Iteration 45Q: 3 clusters Score -6129076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -6129079.000000 Penalty: 1067.212524
	Iteration 46Q: 3 clusters Score -6129079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -6129078.500000 Penalty: 1067.212524
	Iteration 47Q: 3 clusters Score -6129078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -6129078.500000 Penalty: 1067.212524
	Iteration 48F: 3 clusters Score -6129078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 130108 members 
Mstep: Class 4 contains 20640 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5239 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 36993 members 
Mstep: Class 9 contains 186009 members 
Mstep: Class 10 contains 36958 members 
Mstep: Class 11 contains 35729 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215467 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54513 members 
Mstep: Class 19 contains 885 members 
Mstep: Class 20 contains 92856 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 5836 members 
Mstep: Class 23 contains 13489 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 46274 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2545 members 
Mstep: Class 30 contains 5832 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18868 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 71309 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110430 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 118187 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 77673 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2152 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1048 members 
Mstep: Class 55 contains 2047 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 10675 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10501 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 233512 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 194886 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90796336.000000 Penalty: 51429.734375
Splitting cluster 44 changes total score from -90801808.000000 to -90796336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -36683.007812 Penalty: 306.261322
	Iteration 0F: 2 clusters Score -36683.01 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 412 members 
Entering Unmasked Estep 
Score: -35971.246094 Penalty: 612.522644
	Iteration 0F: 3 clusters Score -35971.25 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36165.277344 Penalty: 612.522644
	Iteration 1F: 3 clusters Score -36165.28 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36234.945312 Penalty: 612.522644
	Iteration 2F: 3 clusters Score -36234.95 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36291.843750 Penalty: 612.522644
	Iteration 3F: 3 clusters Score -36291.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36324.742188 Penalty: 612.522644
	Iteration 4F: 3 clusters Score -36324.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36357.531250 Penalty: 612.522644
	Iteration 5Q: 3 clusters Score -36357.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36392.191406 Penalty: 612.522644
	Iteration 6Q: 3 clusters Score -36392.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36426.695312 Penalty: 612.522644
	Iteration 7Q: 3 clusters Score -36426.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36457.902344 Penalty: 612.522644
	Iteration 8Q: 3 clusters Score -36457.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36480.066406 Penalty: 612.522644
	Iteration 9Q: 3 clusters Score -36480.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36500.546875 Penalty: 612.522644
	Iteration 10Q: 3 clusters Score -36500.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36513.429688 Penalty: 612.522644
	Iteration 11Q: 3 clusters Score -36513.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36518.367188 Penalty: 612.522644
	Iteration 12Q: 3 clusters Score -36518.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36521.179688 Penalty: 612.522644
	Iteration 13Q: 3 clusters Score -36521.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36525.281250 Penalty: 612.522644
	Iteration 14Q: 3 clusters Score -36525.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36525.816406 Penalty: 612.522644
	Iteration 15Q: 3 clusters Score -36525.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36525.816406 Penalty: 612.522644
	Iteration 16F: 3 clusters Score -36525.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3002.037354 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3002.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2863.280518 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2863.281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2898.194580 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2898.195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2910.990967 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -2910.991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2920.718018 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -2920.718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2920.718018 Penalty: 378.458374
	Iteration 4F: 3 clusters Score -2920.718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -8651.769531 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -8651.77 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 144 members 
Entering Unmasked Estep 
Score: -8330.212891 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -8330.213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8429.323242 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -8429.323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8463.980469 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -8463.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8502.799805 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -8502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8515.935547 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -8515.936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8519.346680 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -8519.347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8520.784180 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -8520.784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8521.625000 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -8521.625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8522.800781 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -8522.801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8527.067383 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -8527.067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8532.935547 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -8532.936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8544.297852 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -8544.298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8554.921875 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -8554.922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8554.921875 Penalty: 512.765869
	Iteration 13F: 3 clusters Score -8554.922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -37039.019531 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -37039.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36383.093750 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -36383.09 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36550.054688 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -36550.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36587.621094 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -36587.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -36606.945312 Penalty: 599.090271
	Iteration 3Q: 3 clusters Score -36606.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36625.988281 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -36625.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36643.152344 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -36643.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36650.800781 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -36650.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36659.210938 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -36659.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36665.410156 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -36665.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36670.062500 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -36670.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36672.972656 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -36672.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36676.210938 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -36676.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -36678.289062 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -36678.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36681.429688 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -36681.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36682.667969 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -36682.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36683.238281 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -36683.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -36683.500000 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -36683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36683.628906 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -36683.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36683.628906 Penalty: 599.090271
	Iteration 18F: 3 clusters Score -36683.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -60702.828125 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -60702.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -59780.031250 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -59780.03 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -60076.113281 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -60076.11 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -60195.207031 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -60195.21 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60301.734375 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -60301.73 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -60362.273438 Penalty: 643.126099
	Iteration 4F: 3 clusters Score -60362.27 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60416.679688 Penalty: 643.126099
	Iteration 5F: 3 clusters Score -60416.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -60451.988281 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -60451.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -60480.468750 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -60480.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -60497.453125 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -60497.45 nChanged 23
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: -60510.496094 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -60510.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -60522.863281 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -60522.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -60532.000000 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -60532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -60538.855469 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -60538.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -60544.570312 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -60544.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -60553.761719 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -60553.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -60565.792969 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -60565.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -60576.421875 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -60576.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -60583.480469 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -60583.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -60587.835938 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -60587.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -60591.652344 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -60591.65 nChanged 9
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: -60596.062500 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -60596.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -60605.535156 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -60605.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -60616.562500 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -60616.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -60620.628906 Penalty: 643.126099
	Iteration 23Q: 3 clusters Score -60620.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -60623.707031 Penalty: 643.126099
	Iteration 24Q: 3 clusters Score -60623.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -60630.007812 Penalty: 643.126099
	Iteration 25Q: 3 clusters Score -60630.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -60632.621094 Penalty: 643.126099
	Iteration 26Q: 3 clusters Score -60632.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -60634.117188 Penalty: 643.126099
	Iteration 27Q: 3 clusters Score -60634.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -60635.085938 Penalty: 643.126099
	Iteration 28Q: 3 clusters Score -60635.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -60635.613281 Penalty: 643.126099
	Iteration 29Q: 3 clusters Score -60635.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -60636.429688 Penalty: 643.126099
	Iteration 30Q: 3 clusters Score -60636.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -60637.363281 Penalty: 643.126099
	Iteration 31Q: 3 clusters Score -60637.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -60639.351562 Penalty: 643.126099
	Iteration 32Q: 3 clusters Score -60639.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -60641.484375 Penalty: 643.126099
	Iteration 33Q: 3 clusters Score -60641.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -60643.824219 Penalty: 643.126099
	Iteration 34Q: 3 clusters Score -60643.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -60645.761719 Penalty: 643.126099
	Iteration 35Q: 3 clusters Score -60645.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -60650.136719 Penalty: 643.126099
	Iteration 36Q: 3 clusters Score -60650.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -60660.765625 Penalty: 643.126099
	Iteration 37Q: 3 clusters Score -60660.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -60671.937500 Penalty: 643.126099
	Iteration 38Q: 3 clusters Score -60671.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -60681.707031 Penalty: 643.126099
	Iteration 39Q: 3 clusters Score -60681.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -60688.378906 Penalty: 643.126099
	Iteration 40F: 3 clusters Score -60688.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -60689.000000 Penalty: 643.126099
	Iteration 41Q: 3 clusters Score -60689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -60690.363281 Penalty: 643.126099
	Iteration 42Q: 3 clusters Score -60690.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -60690.363281 Penalty: 643.126099
	Iteration 43F: 3 clusters Score -60690.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -88838.968750 Penalty: 349.173950
	Iteration 0F: 2 clusters Score -88838.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -87299.687500 Penalty: 698.347900
	Iteration 0F: 3 clusters Score -87299.69 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -87825.375000 Penalty: 698.347900
	Iteration 1F: 3 clusters Score -87825.38 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -87912.132812 Penalty: 698.347900
	Iteration 2F: 3 clusters Score -87912.13 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -87983.000000 Penalty: 698.347900
	Iteration 3F: 3 clusters Score -87983 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -88045.757812 Penalty: 698.347900
	Iteration 4F: 3 clusters Score -88045.76 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -88118.312500 Penalty: 698.347900
	Iteration 5F: 3 clusters Score -88118.31 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -88176.703125 Penalty: 698.347900
	Iteration 6Q: 3 clusters Score -88176.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -88237.109375 Penalty: 698.347900
	Iteration 7Q: 3 clusters Score -88237.11 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -88285.890625 Penalty: 698.347900
	Iteration 8Q: 3 clusters Score -88285.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -88328.382812 Penalty: 698.347900
	Iteration 9Q: 3 clusters Score -88328.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -88357.773438 Penalty: 698.347900
	Iteration 10Q: 3 clusters Score -88357.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -88392.625000 Penalty: 698.347900
	Iteration 11Q: 3 clusters Score -88392.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -88433.679688 Penalty: 698.347900
	Iteration 12Q: 3 clusters Score -88433.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -88459.507812 Penalty: 698.347900
	Iteration 13Q: 3 clusters Score -88459.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -88473.882812 Penalty: 698.347900
	Iteration 14Q: 3 clusters Score -88473.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -88482.750000 Penalty: 698.347900
	Iteration 15Q: 3 clusters Score -88482.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -88486.242188 Penalty: 698.347900
	Iteration 16Q: 3 clusters Score -88486.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -88488.570312 Penalty: 698.347900
	Iteration 17Q: 3 clusters Score -88488.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -88490.390625 Penalty: 698.347900
	Iteration 18Q: 3 clusters Score -88490.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -88493.132812 Penalty: 698.347900
	Iteration 19Q: 3 clusters Score -88493.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -88497.328125 Penalty: 698.347900
	Iteration 20F: 3 clusters Score -88497.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -88500.929688 Penalty: 698.347900
	Iteration 21Q: 3 clusters Score -88500.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -88504.976562 Penalty: 698.347900
	Iteration 22Q: 3 clusters Score -88504.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -88507.664062 Penalty: 698.347900
	Iteration 23Q: 3 clusters Score -88507.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -88508.593750 Penalty: 698.347900
	Iteration 24Q: 3 clusters Score -88508.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -88509.562500 Penalty: 698.347900
	Iteration 25Q: 3 clusters Score -88509.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -88509.671875 Penalty: 698.347900
	Iteration 26Q: 3 clusters Score -88509.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -88509.984375 Penalty: 698.347900
	Iteration 27Q: 3 clusters Score -88509.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -88510.234375 Penalty: 698.347900
	Iteration 28Q: 3 clusters Score -88510.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -88510.421875 Penalty: 698.347900
	Iteration 29Q: 3 clusters Score -88510.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -88510.421875 Penalty: 698.347900
	Iteration 30F: 3 clusters Score -88510.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -51440.148438 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -51440.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -50620.125000 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -50620.12 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -50895.222656 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -50895.22 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -50970.929688 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -50970.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -51038.578125 Penalty: 632.262268
	Iteration 3F: 3 clusters Score -51038.58 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -51124.171875 Penalty: 632.262268
	Iteration 4F: 3 clusters Score -51124.17 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -51218.660156 Penalty: 632.262268
	Iteration 5F: 3 clusters Score -51218.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -51277.402344 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -51277.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -51295.683594 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -51295.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -51301.230469 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -51301.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -51303.371094 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -51303.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -51306.039062 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -51306.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -51306.621094 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -51306.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -51306.664062 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -51306.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -51306.664062 Penalty: 632.262268
	Iteration 13F: 3 clusters Score -51306.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -15808.382812 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -15808.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15438.608398 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -15438.61 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15541.375000 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -15541.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15575.150391 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -15575.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15585.338867 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -15585.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15596.086914 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -15596.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15601.724609 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -15601.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15606.029297 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -15606.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15610.997070 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -15611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15612.026367 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -15612.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15613.260742 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -15613.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15613.885742 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -15613.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15614.014648 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -15614.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15614.014648 Penalty: 524.632385
	Iteration 12F: 3 clusters Score -15614.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -50535.714844 Penalty: 316.436066
	Iteration 0F: 2 clusters Score -50535.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49717.183594 Penalty: 632.872131
	Iteration 0F: 3 clusters Score -49717.18 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -49909.261719 Penalty: 632.872131
	Iteration 1F: 3 clusters Score -49909.26 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -49945.269531 Penalty: 632.872131
	Iteration 2F: 3 clusters Score -49945.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -49970.945312 Penalty: 632.872131
	Iteration 3F: 3 clusters Score -49970.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -49990.585938 Penalty: 632.872131
	Iteration 4Q: 3 clusters Score -49990.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -50013.179688 Penalty: 632.872131
	Iteration 5Q: 3 clusters Score -50013.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -50030.269531 Penalty: 632.872131
	Iteration 6Q: 3 clusters Score -50030.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -50047.078125 Penalty: 632.872131
	Iteration 7Q: 3 clusters Score -50047.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -50068.710938 Penalty: 632.872131
	Iteration 8Q: 3 clusters Score -50068.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -50086.996094 Penalty: 632.872131
	Iteration 9Q: 3 clusters Score -50087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -50111.496094 Penalty: 632.872131
	Iteration 10Q: 3 clusters Score -50111.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -50143.460938 Penalty: 632.872131
	Iteration 11Q: 3 clusters Score -50143.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -50180.796875 Penalty: 632.872131
	Iteration 12Q: 3 clusters Score -50180.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -50213.429688 Penalty: 632.872131
	Iteration 13Q: 3 clusters Score -50213.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -50231.523438 Penalty: 632.872131
	Iteration 14Q: 3 clusters Score -50231.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -50246.257812 Penalty: 632.872131
	Iteration 15Q: 3 clusters Score -50246.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -50265.843750 Penalty: 632.872131
	Iteration 16Q: 3 clusters Score -50265.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -50280.152344 Penalty: 632.872131
	Iteration 17Q: 3 clusters Score -50280.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -50295.296875 Penalty: 632.872131
	Iteration 18Q: 3 clusters Score -50295.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -50301.089844 Penalty: 632.872131
	Iteration 19Q: 3 clusters Score -50301.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -50308.992188 Penalty: 632.872131
	Iteration 20F: 3 clusters Score -50308.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -50311.957031 Penalty: 632.872131
	Iteration 21Q: 3 clusters Score -50311.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -50312.500000 Penalty: 632.872131
	Iteration 22Q: 3 clusters Score -50312.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -50312.675781 Penalty: 632.872131
	Iteration 23Q: 3 clusters Score -50312.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -50312.675781 Penalty: 632.872131
	Iteration 24F: 3 clusters Score -50312.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -103920.171875 Penalty: 346.897949
	Iteration 0F: 2 clusters Score -103920.2 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 973 members 
Entering Unmasked Estep 
Score: -102468.429688 Penalty: 693.795898
	Iteration 0F: 3 clusters Score -102468.4 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -102935.796875 Penalty: 693.795898
	Iteration 1F: 3 clusters Score -102935.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -103025.718750 Penalty: 693.795898
	Iteration 2F: 3 clusters Score -103025.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103105.203125 Penalty: 693.795898
	Iteration 3F: 3 clusters Score -103105.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -103193.945312 Penalty: 693.795898
	Iteration 4F: 3 clusters Score -103193.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -103303.617188 Penalty: 693.795898
	Iteration 5F: 3 clusters Score -103303.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -103412.226562 Penalty: 693.795898
	Iteration 6F: 3 clusters Score -103412.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -103498.234375 Penalty: 693.795898
	Iteration 7Q: 3 clusters Score -103498.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -103543.445312 Penalty: 693.795898
	Iteration 8Q: 3 clusters Score -103543.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -103568.867188 Penalty: 693.795898
	Iteration 9Q: 3 clusters Score -103568.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -103582.406250 Penalty: 693.795898
	Iteration 10Q: 3 clusters Score -103582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -103591.195312 Penalty: 693.795898
	Iteration 11Q: 3 clusters Score -103591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -103592.921875 Penalty: 693.795898
	Iteration 12Q: 3 clusters Score -103592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -103594.851562 Penalty: 693.795898
	Iteration 13Q: 3 clusters Score -103594.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -103598.632812 Penalty: 693.795898
	Iteration 14Q: 3 clusters Score -103598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -103599.445312 Penalty: 693.795898
	Iteration 15Q: 3 clusters Score -103599.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -103599.445312 Penalty: 693.795898
	Iteration 16F: 3 clusters Score -103599.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -17288.871094 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -17288.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16908.945312 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -16908.95 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16987.857422 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -16987.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17009.943359 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -17009.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17015.744141 Penalty: 526.607666
	Iteration 3Q: 3 clusters Score -17015.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17024.279297 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -17024.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17027.603516 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -17027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17030.535156 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -17030.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17031.816406 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -17031.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17032.146484 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -17032.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17032.146484 Penalty: 526.607666
	Iteration 9F: 3 clusters Score -17032.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -17711.746094 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -17711.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17325.714844 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -17325.71 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17436.224609 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -17436.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17461.687500 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -17461.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17476.908203 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -17476.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17493.714844 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -17493.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17508.660156 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -17508.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17522.101562 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -17522.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17532.205078 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -17532.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17541.812500 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -17541.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17551.333984 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -17551.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17557.787109 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -17557.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17568.964844 Penalty: 530.967773
	Iteration 11Q: 3 clusters Score -17568.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17570.835938 Penalty: 530.967773
	Iteration 12Q: 3 clusters Score -17570.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17570.835938 Penalty: 530.967773
	Iteration 13F: 3 clusters Score -17570.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3954.175293 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3954.175 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 37 members 
Entering Unmasked Estep 
Score: -3789.236328 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3789.236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3819.456787 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3819.457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3828.586182 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -3828.586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3838.728760 Penalty: 398.764435
	Iteration 3Q: 3 clusters Score -3838.729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3843.359619 Penalty: 398.764435
	Iteration 4Q: 3 clusters Score -3843.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3853.431641 Penalty: 398.764435
	Iteration 5Q: 3 clusters Score -3853.432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3853.431641 Penalty: 398.764435
	Iteration 6F: 3 clusters Score -3853.432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Entering Unmasked Estep 
Score: -339620.406250 Penalty: 401.220734
	Iteration 0F: 2 clusters Score -339620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -335081.968750 Penalty: 802.441467
	Iteration 0F: 3 clusters Score -335082 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -336950.000000 Penalty: 802.441467
	Iteration 1F: 3 clusters Score -336950 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -337165.531250 Penalty: 802.441467
	Iteration 2F: 3 clusters Score -337165.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -337367.843750 Penalty: 802.441467
	Iteration 3F: 3 clusters Score -337367.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -337582.468750 Penalty: 802.441467
	Iteration 4F: 3 clusters Score -337582.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -337778.125000 Penalty: 802.441467
	Iteration 5Q: 3 clusters Score -337778.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -338016.593750 Penalty: 802.441467
	Iteration 6Q: 3 clusters Score -338016.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -338276.156250 Penalty: 802.441467
	Iteration 7Q: 3 clusters Score -338276.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -338482.812500 Penalty: 802.441467
	Iteration 8Q: 3 clusters Score -338482.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -338634.875000 Penalty: 802.441467
	Iteration 9Q: 3 clusters Score -338634.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -338733.031250 Penalty: 802.441467
	Iteration 10Q: 3 clusters Score -338733 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -338805.187500 Penalty: 802.441467
	Iteration 11Q: 3 clusters Score -338805.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -338857.031250 Penalty: 802.441467
	Iteration 12Q: 3 clusters Score -338857 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -338902.031250 Penalty: 802.441467
	Iteration 13Q: 3 clusters Score -338902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -338956.562500 Penalty: 802.441467
	Iteration 14Q: 3 clusters Score -338956.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -339002.125000 Penalty: 802.441467
	Iteration 15Q: 3 clusters Score -339002.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -339040.187500 Penalty: 802.441467
	Iteration 16Q: 3 clusters Score -339040.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -339078.875000 Penalty: 802.441467
	Iteration 17Q: 3 clusters Score -339078.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -339109.031250 Penalty: 802.441467
	Iteration 18Q: 3 clusters Score -339109 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -339141.000000 Penalty: 802.441467
	Iteration 19Q: 3 clusters Score -339141 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -339164.156250 Penalty: 802.441467
	Iteration 20F: 3 clusters Score -339164.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -339185.125000 Penalty: 802.441467
	Iteration 21Q: 3 clusters Score -339185.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -339207.406250 Penalty: 802.441467
	Iteration 22Q: 3 clusters Score -339207.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -339221.156250 Penalty: 802.441467
	Iteration 23Q: 3 clusters Score -339221.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -339233.468750 Penalty: 802.441467
	Iteration 24Q: 3 clusters Score -339233.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -339247.593750 Penalty: 802.441467
	Iteration 25Q: 3 clusters Score -339247.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -339263.093750 Penalty: 802.441467
	Iteration 26Q: 3 clusters Score -339263.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -339277.250000 Penalty: 802.441467
	Iteration 27Q: 3 clusters Score -339277.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -339287.906250 Penalty: 802.441467
	Iteration 28Q: 3 clusters Score -339287.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -339295.781250 Penalty: 802.441467
	Iteration 29Q: 3 clusters Score -339295.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -339302.750000 Penalty: 802.441467
	Iteration 30Q: 3 clusters Score -339302.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -339312.687500 Penalty: 802.441467
	Iteration 31Q: 3 clusters Score -339312.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -339323.312500 Penalty: 802.441467
	Iteration 32Q: 3 clusters Score -339323.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -339331.375000 Penalty: 802.441467
	Iteration 33Q: 3 clusters Score -339331.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -339344.937500 Penalty: 802.441467
	Iteration 34Q: 3 clusters Score -339344.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -339351.562500 Penalty: 802.441467
	Iteration 35Q: 3 clusters Score -339351.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -339354.812500 Penalty: 802.441467
	Iteration 36Q: 3 clusters Score -339354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -339355.093750 Penalty: 802.441467
	Iteration 37Q: 3 clusters Score -339355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -339356.937500 Penalty: 802.441467
	Iteration 38Q: 3 clusters Score -339356.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -339356.937500 Penalty: 802.441467
	Iteration 39F: 3 clusters Score -339356.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (10675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Entering Unmasked Estep 
Score: -561494.000000 Penalty: 422.042511
	Iteration 0F: 2 clusters Score -561494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -554346.875000 Penalty: 844.085022
	Iteration 0F: 3 clusters Score -554346.9 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -557159.250000 Penalty: 844.085022
	Iteration 1F: 3 clusters Score -557159.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -557361.250000 Penalty: 844.085022
	Iteration 2Q: 3 clusters Score -557361.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -557621.187500 Penalty: 844.085022
	Iteration 3F: 3 clusters Score -557621.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -557965.812500 Penalty: 844.085022
	Iteration 4F: 3 clusters Score -557965.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -558427.250000 Penalty: 844.085022
	Iteration 5F: 3 clusters Score -558427.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -558886.187500 Penalty: 844.085022
	Iteration 6F: 3 clusters Score -558886.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -559204.187500 Penalty: 844.085022
	Iteration 7F: 3 clusters Score -559204.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -559345.937500 Penalty: 844.085022
	Iteration 8Q: 3 clusters Score -559345.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -559421.000000 Penalty: 844.085022
	Iteration 9Q: 3 clusters Score -559421 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -559484.875000 Penalty: 844.085022
	Iteration 10Q: 3 clusters Score -559484.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -559540.250000 Penalty: 844.085022
	Iteration 11Q: 3 clusters Score -559540.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -559606.562500 Penalty: 844.085022
	Iteration 12Q: 3 clusters Score -559606.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -559682.937500 Penalty: 844.085022
	Iteration 13Q: 3 clusters Score -559682.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -559774.562500 Penalty: 844.085022
	Iteration 14Q: 3 clusters Score -559774.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -559880.312500 Penalty: 844.085022
	Iteration 15Q: 3 clusters Score -559880.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -560002.312500 Penalty: 844.085022
	Iteration 16Q: 3 clusters Score -560002.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -560123.062500 Penalty: 844.085022
	Iteration 17Q: 3 clusters Score -560123.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -560258.812500 Penalty: 844.085022
	Iteration 18Q: 3 clusters Score -560258.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -560415.812500 Penalty: 844.085022
	Iteration 19Q: 3 clusters Score -560415.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -560543.812500 Penalty: 844.085022
	Iteration 20F: 3 clusters Score -560543.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -560648.187500 Penalty: 844.085022
	Iteration 21Q: 3 clusters Score -560648.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -560736.000000 Penalty: 844.085022
	Iteration 22Q: 3 clusters Score -560736 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -560804.437500 Penalty: 844.085022
	Iteration 23Q: 3 clusters Score -560804.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -560859.500000 Penalty: 844.085022
	Iteration 24Q: 3 clusters Score -560859.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -560907.875000 Penalty: 844.085022
	Iteration 25Q: 3 clusters Score -560907.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -560948.312500 Penalty: 844.085022
	Iteration 26Q: 3 clusters Score -560948.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -560989.937500 Penalty: 844.085022
	Iteration 27Q: 3 clusters Score -560989.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -561026.125000 Penalty: 844.085022
	Iteration 28Q: 3 clusters Score -561026.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -561047.250000 Penalty: 844.085022
	Iteration 29Q: 3 clusters Score -561047.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -561061.125000 Penalty: 844.085022
	Iteration 30Q: 3 clusters Score -561061.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -561072.062500 Penalty: 844.085022
	Iteration 31Q: 3 clusters Score -561072.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -561081.500000 Penalty: 844.085022
	Iteration 32Q: 3 clusters Score -561081.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -561086.125000 Penalty: 844.085022
	Iteration 33Q: 3 clusters Score -561086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -561089.437500 Penalty: 844.085022
	Iteration 34Q: 3 clusters Score -561089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -561092.062500 Penalty: 844.085022
	Iteration 35Q: 3 clusters Score -561092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -561096.750000 Penalty: 844.085022
	Iteration 36Q: 3 clusters Score -561096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -561099.312500 Penalty: 844.085022
	Iteration 37Q: 3 clusters Score -561099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -561106.312500 Penalty: 844.085022
	Iteration 38Q: 3 clusters Score -561106.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -561112.750000 Penalty: 844.085022
	Iteration 39Q: 3 clusters Score -561112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -561113.562500 Penalty: 844.085022
	Iteration 40F: 3 clusters Score -561113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -561115.375000 Penalty: 844.085022
	Iteration 41Q: 3 clusters Score -561115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -561113.500000 Penalty: 844.085022
	Iteration 42Q: 3 clusters Score -561113.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -561113.062500 Penalty: 844.085022
	Iteration 43Q: 3 clusters Score -561113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -561113.062500 Penalty: 844.085022
	Iteration 44F: 3 clusters Score -561113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -5779.149902 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -5779.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5518.616699 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -5518.617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5555.157227 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -5555.157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5571.172852 Penalty: 456.572449
	Iteration 2Q: 3 clusters Score -5571.173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5574.997070 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -5574.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5574.997070 Penalty: 456.572449
	Iteration 4F: 3 clusters Score -5574.997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7097.948242 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7097.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6868.805664 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6868.806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6932.657227 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6932.657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6949.675293 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6949.675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6950.626465 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6950.626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6950.626465 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -6950.626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4009.663574 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4009.664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3832.423340 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -3832.423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3861.817871 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -3861.818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3864.407715 Penalty: 412.466553
	Iteration 2Q: 3 clusters Score -3864.408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3865.409668 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -3865.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3867.425537 Penalty: 412.466553
	Iteration 4Q: 3 clusters Score -3867.426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3883.390869 Penalty: 412.466553
	Iteration 5Q: 3 clusters Score -3883.391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3888.797119 Penalty: 412.466553
	Iteration 6Q: 3 clusters Score -3888.797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3894.103271 Penalty: 412.466553
	Iteration 7Q: 3 clusters Score -3894.103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3894.103271 Penalty: 412.466553
	Iteration 8F: 3 clusters Score -3894.103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (10501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Entering Unmasked Estep 
Score: -552565.875000 Penalty: 421.294769
	Iteration 0F: 2 clusters Score -552565.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -545556.062500 Penalty: 842.589539
	Iteration 0F: 3 clusters Score -545556.1 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -548359.687500 Penalty: 842.589539
	Iteration 1F: 3 clusters Score -548359.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -548576.750000 Penalty: 842.589539
	Iteration 2Q: 3 clusters Score -548576.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -548870.687500 Penalty: 842.589539
	Iteration 3F: 3 clusters Score -548870.7 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -549313.437500 Penalty: 842.589539
	Iteration 4F: 3 clusters Score -549313.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -549891.687500 Penalty: 842.589539
	Iteration 5F: 3 clusters Score -549891.7 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -550561.375000 Penalty: 842.589539
	Iteration 6F: 3 clusters Score -550561.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -551112.000000 Penalty: 842.589539
	Iteration 7F: 3 clusters Score -551112 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -551506.312500 Penalty: 842.589539
	Iteration 8Q: 3 clusters Score -551506.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -551751.625000 Penalty: 842.589539
	Iteration 9Q: 3 clusters Score -551751.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -551906.187500 Penalty: 842.589539
	Iteration 10Q: 3 clusters Score -551906.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -552011.750000 Penalty: 842.589539
	Iteration 11Q: 3 clusters Score -552011.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -552093.312500 Penalty: 842.589539
	Iteration 12Q: 3 clusters Score -552093.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -552151.125000 Penalty: 842.589539
	Iteration 13Q: 3 clusters Score -552151.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -552188.625000 Penalty: 842.589539
	Iteration 14Q: 3 clusters Score -552188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -552195.437500 Penalty: 842.589539
	Iteration 15Q: 3 clusters Score -552195.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -552197.687500 Penalty: 842.589539
	Iteration 16Q: 3 clusters Score -552197.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -552203.250000 Penalty: 842.589539
	Iteration 17Q: 3 clusters Score -552203.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -552203.687500 Penalty: 842.589539
	Iteration 18Q: 3 clusters Score -552203.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -552208.250000 Penalty: 842.589539
	Iteration 19Q: 3 clusters Score -552208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -552207.875000 Penalty: 842.589539
	Iteration 20F: 3 clusters Score -552207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -552209.312500 Penalty: 842.589539
	Iteration 21Q: 3 clusters Score -552209.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -552211.687500 Penalty: 842.589539
	Iteration 22Q: 3 clusters Score -552211.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -552211.687500 Penalty: 842.589539
	Iteration 23F: 3 clusters Score -552211.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7796.880859 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7796.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7547.018066 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7547.018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7608.896973 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7608.897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7626.512695 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7626.513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7632.358887 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7632.359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7634.978027 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7634.978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7634.978027 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -7634.978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -28721.910156 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -28721.91 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 307 members 
Entering Unmasked Estep 
Score: -28205.992188 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -28205.99 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28386.703125 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -28386.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28466.429688 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -28466.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28517.216797 Penalty: 579.348816
	Iteration 3F: 3 clusters Score -28517.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28561.824219 Penalty: 579.348816
	Iteration 4F: 3 clusters Score -28561.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28581.703125 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -28581.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28597.791016 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -28597.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28606.751953 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -28606.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28612.496094 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -28612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28616.521484 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -28616.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28617.734375 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -28617.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28620.960938 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -28620.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28620.960938 Penalty: 579.348816
	Iteration 12F: 3 clusters Score -28620.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -18857.792969 Penalty: 270.990601
	Iteration 0F: 2 clusters Score -18857.79 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 198 members 
Entering Unmasked Estep 
Score: -18452.205078 Penalty: 541.981201
	Iteration 0F: 3 clusters Score -18452.21 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18623.306641 Penalty: 541.981201
	Iteration 1F: 3 clusters Score -18623.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18676.816406 Penalty: 541.981201
	Iteration 2F: 3 clusters Score -18676.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18704.099609 Penalty: 541.981201
	Iteration 3Q: 3 clusters Score -18704.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18719.566406 Penalty: 541.981201
	Iteration 4Q: 3 clusters Score -18719.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18741.148438 Penalty: 541.981201
	Iteration 5Q: 3 clusters Score -18741.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18769.169922 Penalty: 541.981201
	Iteration 6Q: 3 clusters Score -18769.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18796.644531 Penalty: 541.981201
	Iteration 7Q: 3 clusters Score -18796.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18802.595703 Penalty: 541.981201
	Iteration 8Q: 3 clusters Score -18802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18802.595703 Penalty: 541.981201
	Iteration 9F: 3 clusters Score -18802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (233512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233512 members 
Entering Unmasked Estep 
Score: -11610554.000000 Penalty: 562.424988
	Iteration 0F: 2 clusters Score -1.161055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116473 members 
Mstep: Class 2 contains 117039 members 
Entering Unmasked Estep 
Score: -11474715.000000 Penalty: 1124.849976
	Iteration 0F: 3 clusters Score -1.147472e+07 nChanged 115000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 131715 members 
Entering Unmasked Estep 
Score: -11544920.000000 Penalty: 1124.849976
	Iteration 1F: 3 clusters Score -1.154492e+07 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 142673 members 
Entering Unmasked Estep 
Score: -11549508.000000 Penalty: 1124.849976
	Iteration 2F: 3 clusters Score -1.154951e+07 nChanged 17488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 158993 members 
Entering Unmasked Estep 
Score: -11559342.000000 Penalty: 1124.849976
	Iteration 3F: 3 clusters Score -1.155934e+07 nChanged 21985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 179782 members 
Entering Unmasked Estep 
Score: -11579315.000000 Penalty: 1124.849976
	Iteration 4F: 3 clusters Score -1.157932e+07 nChanged 22484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 202104 members 
Entering Unmasked Estep 
Score: -11592954.000000 Penalty: 1124.849976
	Iteration 5F: 3 clusters Score -1.159295e+07 nChanged 17117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 219195 members 
Entering Unmasked Estep 
Score: -11603413.000000 Penalty: 1124.849976
	Iteration 6F: 3 clusters Score -1.160341e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 228561 members 
Entering Unmasked Estep 
Score: -11607933.000000 Penalty: 1124.849976
	Iteration 7Q: 3 clusters Score -1.160793e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 232111 members 
Entering Unmasked Estep 
Score: -11609461.000000 Penalty: 1124.849976
	Iteration 8Q: 3 clusters Score -1.160946e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 233084 members 
Entering Unmasked Estep 
Score: -11609811.000000 Penalty: 1124.849976
	Iteration 9Q: 3 clusters Score -1.160981e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 233339 members 
Entering Unmasked Estep 
Score: -11609958.000000 Penalty: 1124.849976
	Iteration 10Q: 3 clusters Score -1.160996e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 233410 members 
Entering Unmasked Estep 
Score: -11610003.000000 Penalty: 1124.849976
	Iteration 11Q: 3 clusters Score -1.161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 233435 members 
Entering Unmasked Estep 
Score: -11610031.000000 Penalty: 1124.849976
	Iteration 12Q: 3 clusters Score -1.161003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 233440 members 
Entering Unmasked Estep 
Score: -11610046.000000 Penalty: 1124.849976
	Iteration 13Q: 3 clusters Score -1.161005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 233441 members 
Entering Unmasked Estep 
Score: -11610053.000000 Penalty: 1124.849976
	Iteration 14Q: 3 clusters Score -1.161005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 233442 members 
Entering Unmasked Estep 
Score: -11610059.000000 Penalty: 1124.849976
	Iteration 15Q: 3 clusters Score -1.161006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 233443 members 
Entering Unmasked Estep 
Score: -11610065.000000 Penalty: 1124.849976
	Iteration 16Q: 3 clusters Score -1.161006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 233444 members 
Entering Unmasked Estep 
Score: -11610068.000000 Penalty: 1124.849976
	Iteration 17Q: 3 clusters Score -1.161007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 233444 members 
Entering Unmasked Estep 
Score: -11610068.000000 Penalty: 1124.849976
	Iteration 18F: 3 clusters Score -1.161007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -40268.320312 Penalty: 303.978882
	Iteration 0F: 2 clusters Score -40268.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -39599.429688 Penalty: 607.957764
	Iteration 0F: 3 clusters Score -39599.43 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39834.769531 Penalty: 607.957764
	Iteration 1F: 3 clusters Score -39834.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -39933.855469 Penalty: 607.957764
	Iteration 2F: 3 clusters Score -39933.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39993.222656 Penalty: 607.957764
	Iteration 3F: 3 clusters Score -39993.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40026.839844 Penalty: 607.957764
	Iteration 4Q: 3 clusters Score -40026.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40045.664062 Penalty: 607.957764
	Iteration 5Q: 3 clusters Score -40045.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40061.746094 Penalty: 607.957764
	Iteration 6Q: 3 clusters Score -40061.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -40074.382812 Penalty: 607.957764
	Iteration 7Q: 3 clusters Score -40074.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40087.652344 Penalty: 607.957764
	Iteration 8Q: 3 clusters Score -40087.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -40094.285156 Penalty: 607.957764
	Iteration 9Q: 3 clusters Score -40094.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -40097.980469 Penalty: 607.957764
	Iteration 10Q: 3 clusters Score -40097.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40099.421875 Penalty: 607.957764
	Iteration 11Q: 3 clusters Score -40099.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -40099.714844 Penalty: 607.957764
	Iteration 12Q: 3 clusters Score -40099.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40100.339844 Penalty: 607.957764
	Iteration 13Q: 3 clusters Score -40100.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40100.339844 Penalty: 607.957764
	Iteration 14F: 3 clusters Score -40100.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -24050.294922 Penalty: 284.021149
	Iteration 0F: 2 clusters Score -24050.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23543.865234 Penalty: 568.042297
	Iteration 0F: 3 clusters Score -23543.87 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23745.011719 Penalty: 568.042297
	Iteration 1F: 3 clusters Score -23745.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23783.253906 Penalty: 568.042297
	Iteration 2F: 3 clusters Score -23783.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23827.611328 Penalty: 568.042297
	Iteration 3F: 3 clusters Score -23827.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23868.517578 Penalty: 568.042297
	Iteration 4F: 3 clusters Score -23868.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23886.250000 Penalty: 568.042297
	Iteration 5Q: 3 clusters Score -23886.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23902.269531 Penalty: 568.042297
	Iteration 6Q: 3 clusters Score -23902.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23911.529297 Penalty: 568.042297
	Iteration 7Q: 3 clusters Score -23911.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23914.259766 Penalty: 568.042297
	Iteration 8Q: 3 clusters Score -23914.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23915.628906 Penalty: 568.042297
	Iteration 9Q: 3 clusters Score -23915.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23915.894531 Penalty: 568.042297
	Iteration 10Q: 3 clusters Score -23915.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23915.894531 Penalty: 568.042297
	Iteration 11F: 3 clusters Score -23915.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (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: -12719.709961 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -12719.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12400.055664 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -12400.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12469.044922 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -12469.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12495.149414 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -12495.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12509.954102 Penalty: 502.452942
	Iteration 3F: 3 clusters Score -12509.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12515.201172 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -12515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12525.275391 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -12525.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12536.686523 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -12536.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12543.134766 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -12543.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12546.088867 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -12546.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12552.828125 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -12552.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12554.780273 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -12554.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12555.339844 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -12555.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12555.339844 Penalty: 502.452942
	Iteration 12F: 3 clusters Score -12555.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -36535.035156 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -36535.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -35958.128906 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -35958.13 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -36220.503906 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -36220.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -36300.140625 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -36300.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36340.535156 Penalty: 598.077759
	Iteration 3F: 3 clusters Score -36340.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -36362.179688 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -36362.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36378.656250 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -36378.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -36393.933594 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -36393.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -36408.324219 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -36408.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -36421.000000 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -36421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -36429.000000 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -36429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -36434.843750 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -36434.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -36438.632812 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -36438.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -36442.085938 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -36442.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -36444.824219 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -36444.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -36445.769531 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -36445.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -36446.167969 Penalty: 598.077759
	Iteration 15Q: 3 clusters Score -36446.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -36446.816406 Penalty: 598.077759
	Iteration 16Q: 3 clusters Score -36446.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -36446.816406 Penalty: 598.077759
	Iteration 17F: 3 clusters Score -36446.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -5700.685547 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -5700.686 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 69 members 
Entering Unmasked Estep 
Score: -5480.959961 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -5480.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5526.855469 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -5526.855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5537.183594 Penalty: 433.357849
	Iteration 2F: 3 clusters Score -5537.184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5543.963379 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -5543.963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5545.974609 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -5545.975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5547.932617 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -5547.933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5549.141113 Penalty: 433.357849
	Iteration 6Q: 3 clusters Score -5549.141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5550.773926 Penalty: 433.357849
	Iteration 7Q: 3 clusters Score -5550.774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5550.773926 Penalty: 433.357849
	Iteration 8F: 3 clusters Score -5550.774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -8465.330078 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -8465.33 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 81 members 
Entering Unmasked Estep 
Score: -8210.804688 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -8210.805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8262.570312 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -8262.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8277.406250 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -8277.406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8284.450195 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -8284.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8291.007812 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -8291.008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8294.374023 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -8294.374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8300.366211 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -8300.366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8308.166992 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -8308.167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8323.384766 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -8323.385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8356.004883 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -8356.005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8362.397461 Penalty: 469.474030
	Iteration 10Q: 3 clusters Score -8362.397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8366.258789 Penalty: 469.474030
	Iteration 11Q: 3 clusters Score -8366.259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8366.921875 Penalty: 469.474030
	Iteration 12Q: 3 clusters Score -8366.922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8368.382812 Penalty: 469.474030
	Iteration 13Q: 3 clusters Score -8368.383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8368.382812 Penalty: 469.474030
	Iteration 14F: 3 clusters Score -8368.383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -64960.171875 Penalty: 328.024963
	Iteration 0F: 2 clusters Score -64960.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -63944.113281 Penalty: 656.049927
	Iteration 0F: 3 clusters Score -63944.11 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -64237.589844 Penalty: 656.049927
	Iteration 1F: 3 clusters Score -64237.59 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -64287.035156 Penalty: 656.049927
	Iteration 2F: 3 clusters Score -64287.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -64331.671875 Penalty: 656.049927
	Iteration 3Q: 3 clusters Score -64331.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -64375.488281 Penalty: 656.049927
	Iteration 4Q: 3 clusters Score -64375.49 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -64431.960938 Penalty: 656.049927
	Iteration 5Q: 3 clusters Score -64431.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -64476.625000 Penalty: 656.049927
	Iteration 6Q: 3 clusters Score -64476.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -64499.738281 Penalty: 656.049927
	Iteration 7Q: 3 clusters Score -64499.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -64526.468750 Penalty: 656.049927
	Iteration 8Q: 3 clusters Score -64526.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -64545.144531 Penalty: 656.049927
	Iteration 9Q: 3 clusters Score -64545.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -64558.863281 Penalty: 656.049927
	Iteration 10Q: 3 clusters Score -64558.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -64566.570312 Penalty: 656.049927
	Iteration 11Q: 3 clusters Score -64566.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -64579.476562 Penalty: 656.049927
	Iteration 12Q: 3 clusters Score -64579.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -64595.617188 Penalty: 656.049927
	Iteration 13Q: 3 clusters Score -64595.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -64608.960938 Penalty: 656.049927
	Iteration 14Q: 3 clusters Score -64608.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -64622.355469 Penalty: 656.049927
	Iteration 15Q: 3 clusters Score -64622.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -64630.371094 Penalty: 656.049927
	Iteration 16Q: 3 clusters Score -64630.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -64635.425781 Penalty: 656.049927
	Iteration 17Q: 3 clusters Score -64635.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -64639.562500 Penalty: 656.049927
	Iteration 18Q: 3 clusters Score -64639.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -64643.574219 Penalty: 656.049927
	Iteration 19Q: 3 clusters Score -64643.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -64649.601562 Penalty: 656.049927
	Iteration 20F: 3 clusters Score -64649.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -64656.257812 Penalty: 656.049927
	Iteration 21Q: 3 clusters Score -64656.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -64659.550781 Penalty: 656.049927
	Iteration 22Q: 3 clusters Score -64659.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -64660.144531 Penalty: 656.049927
	Iteration 23Q: 3 clusters Score -64660.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -64660.144531 Penalty: 656.049927
	Iteration 24F: 3 clusters Score -64660.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -12275.866211 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -12275.87 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 208 members 
Entering Unmasked Estep 
Score: -11856.051758 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -11856.05 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11983.268555 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -11983.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12027.300781 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -12027.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12062.677734 Penalty: 546.802002
	Iteration 3F: 3 clusters Score -12062.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12078.105469 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -12078.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -12087.219727 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -12087.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12091.704102 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -12091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12097.333984 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -12097.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12099.032227 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -12099.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12100.128906 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -12100.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12100.716797 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -12100.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12103.605469 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -12103.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12104.377930 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -12104.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12105.923828 Penalty: 546.802002
	Iteration 13Q: 3 clusters Score -12105.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12108.860352 Penalty: 546.802002
	Iteration 14Q: 3 clusters Score -12108.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12110.941406 Penalty: 546.802002
	Iteration 15Q: 3 clusters Score -12110.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12113.464844 Penalty: 546.802002
	Iteration 16Q: 3 clusters Score -12113.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12114.575195 Penalty: 546.802002
	Iteration 17Q: 3 clusters Score -12114.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12114.734375 Penalty: 546.802002
	Iteration 18Q: 3 clusters Score -12114.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12114.734375 Penalty: 546.802002
	Iteration 19F: 3 clusters Score -12114.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (194886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194886 members 
Entering Unmasked Estep 
Score: -9730030.000000 Penalty: 554.197754
	Iteration 0F: 2 clusters Score -9730030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
Score: -9599117.000000 Penalty: 1108.395508
	Iteration 0F: 3 clusters Score -9599117 nChanged 95656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 111618 members 
Entering Unmasked Estep 
Score: -9658769.000000 Penalty: 1108.395508
	Iteration 1F: 3 clusters Score -9658769 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -9662457.000000 Penalty: 1108.395508
	Iteration 2Q: 3 clusters Score -9662457 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 130567 members 
Entering Unmasked Estep 
Score: -9669190.000000 Penalty: 1108.395508
	Iteration 3F: 3 clusters Score -9669190 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 145135 members 
Entering Unmasked Estep 
Score: -9680244.000000 Penalty: 1108.395508
	Iteration 4F: 3 clusters Score -9680244 nChanged 17039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 162130 members 
Entering Unmasked Estep 
Score: -9696190.000000 Penalty: 1108.395508
	Iteration 5F: 3 clusters Score -9696190 nChanged 15455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 177581 members 
Entering Unmasked Estep 
Score: -9711646.000000 Penalty: 1108.395508
	Iteration 6F: 3 clusters Score -9711646 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 187717 members 
Entering Unmasked Estep 
Score: -9722226.000000 Penalty: 1108.395508
	Iteration 7F: 3 clusters Score -9722226 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 192417 members 
Entering Unmasked Estep 
Score: -9727126.000000 Penalty: 1108.395508
	Iteration 8Q: 3 clusters Score -9727126 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 194052 members 
Entering Unmasked Estep 
Score: -9728710.000000 Penalty: 1108.395508
	Iteration 9Q: 3 clusters Score -9728710 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 194587 members 
Entering Unmasked Estep 
Score: -9729233.000000 Penalty: 1108.395508
	Iteration 10Q: 3 clusters Score -9729233 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 194765 members 
Entering Unmasked Estep 
Score: -9729411.000000 Penalty: 1108.395508
	Iteration 11Q: 3 clusters Score -9729411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 194808 members 
Entering Unmasked Estep 
Score: -9729470.000000 Penalty: 1108.395508
	Iteration 12Q: 3 clusters Score -9729470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 194821 members 
Entering Unmasked Estep 
Score: -9729490.000000 Penalty: 1108.395508
	Iteration 13Q: 3 clusters Score -9729490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 194828 members 
Entering Unmasked Estep 
Score: -9729496.000000 Penalty: 1108.395508
	Iteration 14Q: 3 clusters Score -9729496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 194829 members 
Entering Unmasked Estep 
Score: -9729506.000000 Penalty: 1108.395508
	Iteration 15Q: 3 clusters Score -9729506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 194829 members 
Entering Unmasked Estep 
Score: -9729510.000000 Penalty: 1108.395508
	Iteration 16Q: 3 clusters Score -9729510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 194830 members 
Entering Unmasked Estep 
Score: -9729513.000000 Penalty: 1108.395508
	Iteration 17Q: 3 clusters Score -9729513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 194831 members 
Entering Unmasked Estep 
Score: -9729510.000000 Penalty: 1108.395508
	Iteration 18Q: 3 clusters Score -9729510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 194831 members 
Entering Unmasked Estep 
Score: -9729510.000000 Penalty: 1108.395508
	Iteration 19F: 3 clusters Score -9729510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -6004.229980 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -6004.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5797.395508 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -5797.396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5841.150879 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -5841.151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5860.792969 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -5860.793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5869.362793 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -5869.363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5885.089844 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -5885.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5897.756348 Penalty: 434.900208
	Iteration 5Q: 3 clusters Score -5897.756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5909.518066 Penalty: 434.900208
	Iteration 6Q: 3 clusters Score -5909.518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5917.211914 Penalty: 434.900208
	Iteration 7Q: 3 clusters Score -5917.212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5917.211914 Penalty: 434.900208
	Iteration 8F: 3 clusters Score -5917.212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -8711.650391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -8711.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8423.192383 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -8423.192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8484.826172 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -8484.826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8506.791016 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -8506.791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8519.251953 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -8519.252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8531.664062 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -8531.664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8539.152344 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -8539.152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8551.107422 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -8551.107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8552.900391 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -8552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8554.062500 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -8554.062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8554.062500 Penalty: 479.842987
	Iteration 9F: 3 clusters Score -8554.062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 130108 members 
Mstep: Class 4 contains 20640 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5239 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 36993 members 
Mstep: Class 9 contains 186009 members 
Mstep: Class 10 contains 36958 members 
Mstep: Class 11 contains 35729 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215467 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54513 members 
Mstep: Class 19 contains 885 members 
Mstep: Class 20 contains 92856 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 5836 members 
Mstep: Class 23 contains 13489 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2545 members 
Mstep: Class 30 contains 5832 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18868 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 71309 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110430 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 118187 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 123947 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2152 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1048 members 
Mstep: Class 55 contains 2047 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 10675 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10501 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 233512 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 194886 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799704.000000 Penalty: 50770.378906
Iteration 399Q: 78 clusters Score -9.07997e+07 nChanged 22263
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173933 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 131230 members 
Mstep: Class 4 contains 20628 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5248 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37216 members 
Mstep: Class 9 contains 188333 members 
Mstep: Class 10 contains 36956 members 
Mstep: Class 11 contains 35560 members 
Mstep: Class 12 contains 2035 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215472 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1343 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54533 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 92776 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 5850 members 
Mstep: Class 23 contains 13468 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 5845 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18863 members 
Mstep: Class 35 contains 5339 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 75024 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110426 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 117396 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 119899 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2163 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1047 members 
Mstep: Class 55 contains 2097 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 10448 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10442 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 234166 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1355 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 192230 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803568.000000 Penalty: 50770.378906
Iteration 400F: 78 clusters Score -9.080357e+07 nChanged 28025
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173783 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 132436 members 
Mstep: Class 4 contains 20611 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5253 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37388 members 
Mstep: Class 9 contains 185524 members 
Mstep: Class 10 contains 36956 members 
Mstep: Class 11 contains 35391 members 
Mstep: Class 12 contains 2029 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215461 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1353 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54547 members 
Mstep: Class 19 contains 885 members 
Mstep: Class 20 contains 92684 members 
Mstep: Class 21 contains 2473 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 13448 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 5852 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18872 members 
Mstep: Class 35 contains 5335 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 78971 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110413 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 116563 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 116085 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2166 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1048 members 
Mstep: Class 55 contains 2130 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 10249 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10402 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 240142 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1356 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 188985 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90798688.000000 Penalty: 50770.378906
Iteration 401Q: 78 clusters Score -9.079869e+07 nChanged 25734
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173642 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 133599 members 
Mstep: Class 4 contains 20596 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5243 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37605 members 
Mstep: Class 9 contains 183686 members 
Mstep: Class 10 contains 36955 members 
Mstep: Class 11 contains 35219 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215439 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54559 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 92649 members 
Mstep: Class 21 contains 2469 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 13433 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2591 members 
Mstep: Class 30 contains 5855 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18877 members 
Mstep: Class 35 contains 5329 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 82992 members 
Mstep: Class 38 contains 241 members 
Mstep: Class 39 contains 110445 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 115754 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 112740 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 739 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2173 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1048 members 
Mstep: Class 55 contains 2177 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 10005 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10437 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 244365 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1355 members 
Mstep: Class 76 contains 407 members 
Mstep: Class 77 contains 185835 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795008.000000 Penalty: 50770.378906
Iteration 402Q: 78 clusters Score -9.079501e+07 nChanged 22673
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173476 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 134725 members 
Mstep: Class 4 contains 20615 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5233 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37775 members 
Mstep: Class 9 contains 183126 members 
Mstep: Class 10 contains 36950 members 
Mstep: Class 11 contains 35051 members 
Mstep: Class 12 contains 2015 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215442 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54563 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 92640 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 13428 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2603 members 
Mstep: Class 30 contains 5873 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18878 members 
Mstep: Class 35 contains 5324 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 86505 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110510 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 114989 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 109777 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2177 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1049 members 
Mstep: Class 55 contains 2219 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 9833 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10332 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 247727 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1354 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 182435 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791288.000000 Penalty: 50770.378906
Iteration 403Q: 78 clusters Score -9.079129e+07 nChanged 20882
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173439 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 135792 members 
Mstep: Class 4 contains 20695 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5227 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37941 members 
Mstep: Class 9 contains 183608 members 
Mstep: Class 10 contains 36952 members 
Mstep: Class 11 contains 34852 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215431 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54573 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 92654 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 5875 members 
Mstep: Class 23 contains 13413 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2615 members 
Mstep: Class 30 contains 5902 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18869 members 
Mstep: Class 35 contains 5316 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 89509 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110597 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 114245 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 106970 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2178 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1050 members 
Mstep: Class 55 contains 2259 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 9557 members 
Mstep: Class 61 contains 151 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10278 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 250507 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1355 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 178851 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787480.000000 Penalty: 50770.378906
Iteration 404Q: 78 clusters Score -9.078748e+07 nChanged 19347
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173335 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 136805 members 
Mstep: Class 4 contains 20782 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5216 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 38117 members 
Mstep: Class 9 contains 184878 members 
Mstep: Class 10 contains 36952 members 
Mstep: Class 11 contains 34661 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215417 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54570 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 92691 members 
Mstep: Class 21 contains 2469 members 
Mstep: Class 22 contains 5875 members 
Mstep: Class 23 contains 13394 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2618 members 
Mstep: Class 30 contains 5936 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18867 members 
Mstep: Class 35 contains 5308 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 92208 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110687 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 113561 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 104355 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 725 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2181 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1052 members 
Mstep: Class 55 contains 2296 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 9430 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 10028 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 252926 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1355 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 175016 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90784680.000000 Penalty: 50770.378906
Iteration 405Q: 78 clusters Score -9.078468e+07 nChanged 18728
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173283 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 137759 members 
Mstep: Class 4 contains 20897 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5209 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 38349 members 
Mstep: Class 9 contains 187013 members 
Mstep: Class 10 contains 36950 members 
Mstep: Class 11 contains 34496 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215414 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54571 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 20 contains 92702 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 5868 members 
Mstep: Class 23 contains 13373 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2620 members 
Mstep: Class 30 contains 5962 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18872 members 
Mstep: Class 35 contains 5304 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 94593 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110755 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 112906 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 101853 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 718 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2184 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1053 members 
Mstep: Class 55 contains 2323 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 9240 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 9849 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 255113 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1354 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 170685 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90781968.000000 Penalty: 50770.378906
Iteration 406Q: 78 clusters Score -9.078197e+07 nChanged 18088
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173281 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 138765 members 
Mstep: Class 4 contains 21030 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5202 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 38539 members 
Mstep: Class 9 contains 189248 members 
Mstep: Class 10 contains 36945 members 
Mstep: Class 11 contains 34329 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215417 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54562 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 92723 members 
Mstep: Class 21 contains 2461 members 
Mstep: Class 22 contains 5860 members 
Mstep: Class 23 contains 13360 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2623 members 
Mstep: Class 30 contains 5978 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18873 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 96765 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110840 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 112227 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 99656 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 713 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2185 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1055 members 
Mstep: Class 55 contains 2348 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 8987 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 9642 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 257443 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1354 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 166031 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779720.000000 Penalty: 50770.378906
Iteration 407Q: 78 clusters Score -9.077972e+07 nChanged 17831
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173224 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 139725 members 
Mstep: Class 4 contains 21157 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5192 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 38757 members 
Mstep: Class 9 contains 192188 members 
Mstep: Class 10 contains 36948 members 
Mstep: Class 11 contains 34155 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215431 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54553 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 92756 members 
Mstep: Class 21 contains 2456 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 13353 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2625 members 
Mstep: Class 30 contains 6001 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18872 members 
Mstep: Class 35 contains 5287 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 98722 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 110938 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 111634 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 97507 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 709 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2187 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1057 members 
Mstep: Class 55 contains 2382 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 8790 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 9314 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 259740 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1353 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 160885 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90775952.000000 Penalty: 50770.378906
Iteration 408Q: 78 clusters Score -9.077595e+07 nChanged 18048
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173148 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 140766 members 
Mstep: Class 4 contains 21269 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5194 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39010 members 
Mstep: Class 9 contains 195559 members 
Mstep: Class 10 contains 36956 members 
Mstep: Class 11 contains 34017 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215444 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54556 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 92753 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 13348 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 2633 members 
Mstep: Class 30 contains 6029 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18867 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 100413 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111024 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 110972 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 95455 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 706 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2189 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1057 members 
Mstep: Class 55 contains 2396 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 8521 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 9066 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 262216 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1355 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 155263 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90772952.000000 Penalty: 50770.378906
Iteration 409Q: 78 clusters Score -9.077295e+07 nChanged 18196
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173158 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 141702 members 
Mstep: Class 4 contains 21398 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5187 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39229 members 
Mstep: Class 9 contains 199393 members 
Mstep: Class 10 contains 36961 members 
Mstep: Class 11 contains 33890 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215450 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54547 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 92787 members 
Mstep: Class 21 contains 2442 members 
Mstep: Class 22 contains 5873 members 
Mstep: Class 23 contains 13339 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 6048 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18870 members 
Mstep: Class 35 contains 5263 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 102056 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111119 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 110341 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 93351 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 699 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2189 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1056 members 
Mstep: Class 55 contains 2431 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 8292 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 8700 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 264728 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1356 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 149295 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90770144.000000 Penalty: 50770.378906
Iteration 410Q: 78 clusters Score -9.077014e+07 nChanged 18003
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 173056 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 142589 members 
Mstep: Class 4 contains 21514 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5181 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39431 members 
Mstep: Class 9 contains 203299 members 
Mstep: Class 10 contains 36963 members 
Mstep: Class 11 contains 33783 members 
Mstep: Class 12 contains 1891 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215468 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54540 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 92818 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 5872 members 
Mstep: Class 23 contains 13325 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 2652 members 
Mstep: Class 30 contains 6068 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18877 members 
Mstep: Class 35 contains 5254 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 103547 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111211 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 109740 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 91304 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 701 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2191 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1056 members 
Mstep: Class 55 contains 2468 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 8106 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 8371 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 267448 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1356 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 143178 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768864.000000 Penalty: 50770.378906
Iteration 411Q: 78 clusters Score -9.076886e+07 nChanged 15138
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172914 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 143516 members 
Mstep: Class 4 contains 21617 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5172 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39622 members 
Mstep: Class 9 contains 207664 members 
Mstep: Class 10 contains 36955 members 
Mstep: Class 11 contains 33665 members 
Mstep: Class 12 contains 1876 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215478 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54544 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 92831 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 5872 members 
Mstep: Class 23 contains 13311 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 2655 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18887 members 
Mstep: Class 35 contains 5249 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 104985 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111277 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 109121 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 89310 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 705 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2191 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1056 members 
Mstep: Class 55 contains 2499 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 7973 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 8064 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 268681 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1355 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 138122 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768920.000000 Penalty: 50770.378906
Iteration 412Q: 78 clusters Score -9.076892e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172842 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 144361 members 
Mstep: Class 4 contains 21722 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5173 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39795 members 
Mstep: Class 9 contains 212243 members 
Mstep: Class 10 contains 36952 members 
Mstep: Class 11 contains 33526 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215461 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54544 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 92812 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 5863 members 
Mstep: Class 23 contains 13294 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 2657 members 
Mstep: Class 30 contains 6116 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18896 members 
Mstep: Class 35 contains 5250 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 106325 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111367 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 108510 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 87339 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 704 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2194 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1057 members 
Mstep: Class 55 contains 2526 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 7842 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 7809 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 267567 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1355 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 135302 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90770664.000000 Penalty: 50770.378906
Iteration 413Q: 78 clusters Score -9.077066e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172750 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 145242 members 
Mstep: Class 4 contains 21844 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5172 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39908 members 
Mstep: Class 9 contains 217146 members 
Mstep: Class 10 contains 36951 members 
Mstep: Class 11 contains 33418 members 
Mstep: Class 12 contains 1853 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215449 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54545 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 92783 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 13274 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 2659 members 
Mstep: Class 30 contains 6140 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18900 members 
Mstep: Class 35 contains 5249 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 107642 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111434 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 107843 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 85411 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 705 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2200 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1057 members 
Mstep: Class 55 contains 2547 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 7727 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 7551 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 264158 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1354 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 134495 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90772328.000000 Penalty: 50770.378906
Iteration 414Q: 78 clusters Score -9.077233e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172690 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 146089 members 
Mstep: Class 4 contains 21928 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5165 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39991 members 
Mstep: Class 9 contains 222283 members 
Mstep: Class 10 contains 36951 members 
Mstep: Class 11 contains 33318 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215441 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54537 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 92796 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 5866 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 2668 members 
Mstep: Class 30 contains 6155 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18897 members 
Mstep: Class 35 contains 5242 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 108935 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111514 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 107151 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 83429 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 703 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2199 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1057 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6755 members 
Mstep: Class 60 contains 7690 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 7173 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 258816 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 135556 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90774456.000000 Penalty: 50770.378906
Iteration 415Q: 78 clusters Score -9.077446e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172679 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 146978 members 
Mstep: Class 4 contains 22004 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5160 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 40048 members 
Mstep: Class 9 contains 227234 members 
Mstep: Class 10 contains 36946 members 
Mstep: Class 11 contains 33221 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215438 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54534 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 92780 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 5861 members 
Mstep: Class 23 contains 13260 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 6179 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18892 members 
Mstep: Class 35 contains 5238 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 110300 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111532 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 106443 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 81478 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 700 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2194 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1058 members 
Mstep: Class 55 contains 2579 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 7619 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 6756 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 252028 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 138267 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90776960.000000 Penalty: 50770.378906
Iteration 416Q: 78 clusters Score -9.077696e+07 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172645 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 147779 members 
Mstep: Class 4 contains 22077 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5144 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 40080 members 
Mstep: Class 9 contains 231375 members 
Mstep: Class 10 contains 36944 members 
Mstep: Class 11 contains 33147 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215433 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54521 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 92810 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 5853 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2660 members 
Mstep: Class 30 contains 6197 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18892 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 111588 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111538 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 105792 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 79436 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 700 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2192 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1059 members 
Mstep: Class 55 contains 2575 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 7574 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 6473 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 244927 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 142189 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90778864.000000 Penalty: 50770.378906
Iteration 417Q: 78 clusters Score -9.077886e+07 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172562 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 148647 members 
Mstep: Class 4 contains 22120 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5129 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 40080 members 
Mstep: Class 9 contains 234136 members 
Mstep: Class 10 contains 36940 members 
Mstep: Class 11 contains 33062 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215446 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54519 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 92859 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 5862 members 
Mstep: Class 23 contains 13231 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2650 members 
Mstep: Class 30 contains 6205 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18887 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 112927 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111564 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 105112 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 77413 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 698 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2192 members 
Mstep: Class 52 contains 1040 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1061 members 
Mstep: Class 55 contains 2553 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 7514 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 6253 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 238183 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 147062 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780760.000000 Penalty: 50770.378906
Iteration 418Q: 78 clusters Score -9.078076e+07 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172477 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 149524 members 
Mstep: Class 4 contains 22150 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5122 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 40025 members 
Mstep: Class 9 contains 235315 members 
Mstep: Class 10 contains 36941 members 
Mstep: Class 11 contains 32979 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215436 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54502 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 92919 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 5864 members 
Mstep: Class 23 contains 13208 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2649 members 
Mstep: Class 30 contains 6198 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18884 members 
Mstep: Class 35 contains 5226 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 114514 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111611 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 104439 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 75358 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 693 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2190 members 
Mstep: Class 52 contains 1040 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2527 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 7487 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 5923 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 232422 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 152463 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90783280.000000 Penalty: 50770.378906
Iteration 419Q: 78 clusters Score -9.078328e+07 nChanged 13350
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172539 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 150343 members 
Mstep: Class 4 contains 22206 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5101 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39933 members 
Mstep: Class 9 contains 234563 members 
Mstep: Class 10 contains 36944 members 
Mstep: Class 11 contains 32888 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215403 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54504 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 93014 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 5880 members 
Mstep: Class 23 contains 13183 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2642 members 
Mstep: Class 30 contains 6188 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18887 members 
Mstep: Class 35 contains 5223 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 116366 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111615 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 103824 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 73268 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 689 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2187 members 
Mstep: Class 52 contains 1040 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2521 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 7291 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 5605 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 228183 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 158064 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786456.000000 Penalty: 50770.378906
Iteration 420F: 78 clusters Score -9.078646e+07 nChanged 11913
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172467 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 151203 members 
Mstep: Class 4 contains 22248 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5078 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39795 members 
Mstep: Class 9 contains 232338 members 
Mstep: Class 10 contains 36943 members 
Mstep: Class 11 contains 32790 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215365 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54501 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 93097 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 5880 members 
Mstep: Class 23 contains 13162 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2636 members 
Mstep: Class 30 contains 6185 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18887 members 
Mstep: Class 35 contains 5216 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 118257 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111619 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 103265 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 71247 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 684 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2190 members 
Mstep: Class 52 contains 1040 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2509 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 7259 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 5317 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 225474 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 163464 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90789192.000000 Penalty: 50770.378906
Iteration 421Q: 78 clusters Score -9.078919e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172378 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 152066 members 
Mstep: Class 4 contains 22282 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5062 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39606 members 
Mstep: Class 9 contains 229204 members 
Mstep: Class 10 contains 36941 members 
Mstep: Class 11 contains 32697 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215327 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54498 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93164 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 5885 members 
Mstep: Class 23 contains 13139 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2628 members 
Mstep: Class 30 contains 6164 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18885 members 
Mstep: Class 35 contains 5212 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 120274 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111628 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 102723 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 69273 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 680 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2190 members 
Mstep: Class 52 contains 1040 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2495 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 7207 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 5074 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 224049 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 168364 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792368.000000 Penalty: 50770.378906
Iteration 422Q: 78 clusters Score -9.079237e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172454 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 152857 members 
Mstep: Class 4 contains 22318 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5045 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39406 members 
Mstep: Class 9 contains 225594 members 
Mstep: Class 10 contains 36938 members 
Mstep: Class 11 contains 32621 members 
Mstep: Class 12 contains 1766 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215302 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54487 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93242 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 13122 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2618 members 
Mstep: Class 30 contains 6145 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18885 members 
Mstep: Class 35 contains 5209 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 122471 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111647 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 102213 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 67435 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 676 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2187 members 
Mstep: Class 52 contains 1040 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2481 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 6954 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 4849 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 223638 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1353 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 172449 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794480.000000 Penalty: 50770.378906
Iteration 423Q: 78 clusters Score -9.079448e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172317 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 153665 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5022 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 39214 members 
Mstep: Class 9 contains 222075 members 
Mstep: Class 10 contains 36938 members 
Mstep: Class 11 contains 32519 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215284 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54485 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 93280 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 5874 members 
Mstep: Class 23 contains 13110 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2608 members 
Mstep: Class 30 contains 6129 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18887 members 
Mstep: Class 35 contains 5206 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 124545 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 111662 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 101747 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 65665 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 667 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2187 members 
Mstep: Class 52 contains 1040 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2468 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 6920 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 4541 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 224232 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1354 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 175539 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796248.000000 Penalty: 50770.378906
Iteration 424Q: 78 clusters Score -9.079625e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172324 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 154464 members 
Mstep: Class 4 contains 22400 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 5008 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 38996 members 
Mstep: Class 9 contains 219151 members 
Mstep: Class 10 contains 36941 members 
Mstep: Class 11 contains 32414 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215270 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54480 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93293 members 
Mstep: Class 21 contains 2394 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2603 members 
Mstep: Class 30 contains 6111 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18888 members 
Mstep: Class 35 contains 5204 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 126653 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111661 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 101269 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 63824 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 661 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2190 members 
Mstep: Class 52 contains 1040 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2470 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 6649 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 4284 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 225265 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1354 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 177732 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797656.000000 Penalty: 50770.378906
Iteration 425Q: 78 clusters Score -9.079766e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172223 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 155318 members 
Mstep: Class 4 contains 22426 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4996 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 38754 members 
Mstep: Class 9 contains 216461 members 
Mstep: Class 10 contains 36944 members 
Mstep: Class 11 contains 32305 members 
Mstep: Class 12 contains 1711 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215260 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54462 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93297 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 5858 members 
Mstep: Class 23 contains 13088 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 6102 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18893 members 
Mstep: Class 35 contains 5201 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 128819 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111666 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 100782 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 61979 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 659 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2191 members 
Mstep: Class 52 contains 1040 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2467 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 6493 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 3931 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 226814 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1352 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 179214 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797832.000000 Penalty: 50770.378906
Iteration 426Q: 78 clusters Score -9.079783e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172216 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 156133 members 
Mstep: Class 4 contains 22429 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 38552 members 
Mstep: Class 9 contains 214313 members 
Mstep: Class 10 contains 36942 members 
Mstep: Class 11 contains 32206 members 
Mstep: Class 12 contains 1694 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215252 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1355 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54437 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93292 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 5860 members 
Mstep: Class 23 contains 13083 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 6106 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18891 members 
Mstep: Class 35 contains 5198 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 130943 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111660 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 100304 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 60175 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 657 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2192 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2467 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 6194 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 3656 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 228540 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1350 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 179956 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90798008.000000 Penalty: 50770.378906
Iteration 427Q: 78 clusters Score -9.079801e+07 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172140 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 156959 members 
Mstep: Class 4 contains 22440 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4967 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 38375 members 
Mstep: Class 9 contains 212763 members 
Mstep: Class 10 contains 36938 members 
Mstep: Class 11 contains 32109 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215227 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54415 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 93296 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 5859 members 
Mstep: Class 23 contains 13078 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 6111 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18890 members 
Mstep: Class 35 contains 5197 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 132880 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111672 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 99832 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 58361 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 656 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2189 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2472 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 5903 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 3393 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 230607 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1351 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 179942 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797360.000000 Penalty: 50770.378906
Iteration 428Q: 78 clusters Score -9.079736e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 172060 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 157733 members 
Mstep: Class 4 contains 22436 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4948 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 38222 members 
Mstep: Class 9 contains 211774 members 
Mstep: Class 10 contains 36939 members 
Mstep: Class 11 contains 32020 members 
Mstep: Class 12 contains 1645 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215215 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54394 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93310 members 
Mstep: Class 21 contains 2383 members 
Mstep: Class 22 contains 5843 members 
Mstep: Class 23 contains 13075 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 6115 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18900 members 
Mstep: Class 35 contains 5197 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 134865 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111683 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 99361 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 56601 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 653 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2186 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2481 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 5646 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 2983 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 232709 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1353 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 179347 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796424.000000 Penalty: 50770.378906
Iteration 429Q: 78 clusters Score -9.079642e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171884 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 158472 members 
Mstep: Class 4 contains 22421 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4927 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 38099 members 
Mstep: Class 9 contains 211521 members 
Mstep: Class 10 contains 36939 members 
Mstep: Class 11 contains 31928 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215208 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1352 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54376 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93306 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 5835 members 
Mstep: Class 23 contains 13071 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2594 members 
Mstep: Class 30 contains 6107 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18900 members 
Mstep: Class 35 contains 5196 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 136592 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111669 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 98930 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 54937 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 647 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2185 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1061 members 
Mstep: Class 55 contains 2492 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 5442 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 2700 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 234600 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1357 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 178328 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795320.000000 Penalty: 50770.378906
Iteration 430Q: 78 clusters Score -9.079532e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171695 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 159232 members 
Mstep: Class 4 contains 22401 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 38012 members 
Mstep: Class 9 contains 211906 members 
Mstep: Class 10 contains 36938 members 
Mstep: Class 11 contains 31844 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215203 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1356 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54350 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93307 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 5825 members 
Mstep: Class 23 contains 13067 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2594 members 
Mstep: Class 30 contains 6102 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18905 members 
Mstep: Class 35 contains 5196 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 138051 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111663 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 98458 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 53332 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 642 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2188 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1061 members 
Mstep: Class 55 contains 2514 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 60 contains 5250 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 2453 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 236203 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 177091 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794048.000000 Penalty: 50770.378906
Iteration 431Q: 78 clusters Score -9.079405e+07 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171441 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 159904 members 
Mstep: Class 4 contains 22353 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4888 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37953 members 
Mstep: Class 9 contains 212694 members 
Mstep: Class 10 contains 36937 members 
Mstep: Class 11 contains 31756 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215212 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 54323 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 93297 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 13061 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18907 members 
Mstep: Class 35 contains 5196 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 139658 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111672 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 98004 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 51670 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 639 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2189 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1061 members 
Mstep: Class 55 contains 2533 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 4941 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 2158 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 237276 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 176176 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792920.000000 Penalty: 50770.378906
Iteration 432Q: 78 clusters Score -9.079292e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 171124 members 
Mstep: Class 2 contains 7277 members 
Mstep: Class 3 contains 160559 members 
Mstep: Class 4 contains 22300 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4874 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37887 members 
Mstep: Class 9 contains 213881 members 
Mstep: Class 10 contains 36935 members 
Mstep: Class 11 contains 31658 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215216 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54295 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93284 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 5807 members 
Mstep: Class 23 contains 13065 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2600 members 
Mstep: Class 30 contains 6088 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18905 members 
Mstep: Class 35 contains 5193 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 141151 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111684 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 97577 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 49974 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 637 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2185 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1061 members 
Mstep: Class 55 contains 2549 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 4642 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 1893 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 237814 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 175592 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791480.000000 Penalty: 50770.378906
Iteration 433Q: 78 clusters Score -9.079148e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170637 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161110 members 
Mstep: Class 4 contains 22243 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37817 members 
Mstep: Class 9 contains 215466 members 
Mstep: Class 10 contains 36938 members 
Mstep: Class 11 contains 31566 members 
Mstep: Class 12 contains 1541 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215220 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54279 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 93297 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 13065 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 6083 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18905 members 
Mstep: Class 35 contains 5189 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 142668 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111706 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 97194 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 48297 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 636 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2186 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2560 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 4387 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 1656 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 237501 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 175508 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790832.000000 Penalty: 50770.378906
Iteration 434Q: 78 clusters Score -9.079083e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 170030 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161516 members 
Mstep: Class 4 contains 22186 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37752 members 
Mstep: Class 9 contains 217378 members 
Mstep: Class 10 contains 36939 members 
Mstep: Class 11 contains 31490 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215221 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54250 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93303 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 5817 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 6078 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18899 members 
Mstep: Class 35 contains 5184 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 144432 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111736 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 96892 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 46681 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 633 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2190 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 2567 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 4067 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 1420 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 236335 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 175904 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791064.000000 Penalty: 50770.378906
Iteration 435Q: 78 clusters Score -9.079106e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169202 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161829 members 
Mstep: Class 4 contains 22144 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4805 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37691 members 
Mstep: Class 9 contains 219267 members 
Mstep: Class 10 contains 36937 members 
Mstep: Class 11 contains 31395 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215221 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1352 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54243 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 93324 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 13068 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2600 members 
Mstep: Class 30 contains 6080 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18896 members 
Mstep: Class 35 contains 5181 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 146679 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111747 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 96626 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 45126 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 626 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2196 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1065 members 
Mstep: Class 55 contains 2571 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 3566 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 1204 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 234498 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 176887 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791296.000000 Penalty: 50770.378906
Iteration 436Q: 78 clusters Score -9.07913e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 167976 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161980 members 
Mstep: Class 4 contains 22109 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37616 members 
Mstep: Class 9 contains 220954 members 
Mstep: Class 10 contains 36931 members 
Mstep: Class 11 contains 31306 members 
Mstep: Class 12 contains 1495 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215229 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1353 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54222 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93398 members 
Mstep: Class 21 contains 2371 members 
Mstep: Class 22 contains 5808 members 
Mstep: Class 23 contains 13060 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 6070 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18892 members 
Mstep: Class 35 contains 5181 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 149444 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111782 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 96378 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 43547 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 620 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2199 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1064 members 
Mstep: Class 55 contains 2574 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 3130 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 64 contains 954 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 232156 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 178547 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 64. Lose 636.956421 but Gain 659.355469
Score: -90791456.000000 Penalty: 50111.023438
Iteration 437Q: 77 clusters Score -9.079146e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 166468 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161767 members 
Mstep: Class 4 contains 22054 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4722 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37512 members 
Mstep: Class 9 contains 222348 members 
Mstep: Class 10 contains 36919 members 
Mstep: Class 11 contains 31218 members 
Mstep: Class 12 contains 1486 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215207 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54215 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93472 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 5795 members 
Mstep: Class 23 contains 13057 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2592 members 
Mstep: Class 30 contains 6070 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18885 members 
Mstep: Class 35 contains 5180 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 153537 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111873 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 96172 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 41952 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 615 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2205 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1064 members 
Mstep: Class 55 contains 2573 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 60 contains 2716 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 229467 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 180851 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793032.000000 Penalty: 50111.023438
Iteration 438Q: 77 clusters Score -9.079303e+07 nChanged 11833
Entering ConstructFrom: 
Score: -90793032.000000 Penalty: 50111.023438
Entering ConstructFrom: 
Trying to split cluster 1 (164405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Entering Unmasked Estep 
Score: -8178329.000000 Penalty: 546.458984
	Iteration 0F: 2 clusters Score -8178329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -8066826.500000 Penalty: 1092.917969
	Iteration 0F: 3 clusters Score -8066826 nChanged 80794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -8115680.000000 Penalty: 1092.917969
	Iteration 1F: 3 clusters Score -8115680 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -8117312.500000 Penalty: 1092.917969
	Iteration 2Q: 3 clusters Score -8117312 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -8119778.000000 Penalty: 1092.917969
	Iteration 3Q: 3 clusters Score -8119778 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104068 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -8123525.000000 Penalty: 1092.917969
	Iteration 4F: 3 clusters Score -8123525 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114187 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -8129299.500000 Penalty: 1092.917969
	Iteration 5F: 3 clusters Score -8129300 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126482 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -8138203.000000 Penalty: 1092.917969
	Iteration 6F: 3 clusters Score -8138203 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140044 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -8150801.000000 Penalty: 1092.917969
	Iteration 7F: 3 clusters Score -8150801 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152253 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -8163918.000000 Penalty: 1092.917969
	Iteration 8F: 3 clusters Score -8163918 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159943 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8172379.500000 Penalty: 1092.917969
	Iteration 9Q: 3 clusters Score -8172380 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163116 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8176349.000000 Penalty: 1092.917969
	Iteration 10Q: 3 clusters Score -8176349 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8177446.500000 Penalty: 1092.917969
	Iteration 11Q: 3 clusters Score -8177446 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164309 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8177727.500000 Penalty: 1092.917969
	Iteration 12Q: 3 clusters Score -8177728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164348 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8177784.000000 Penalty: 1092.917969
	Iteration 13Q: 3 clusters Score -8177784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8177802.000000 Penalty: 1092.917969
	Iteration 14Q: 3 clusters Score -8177802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164355 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8177809.000000 Penalty: 1092.917969
	Iteration 15Q: 3 clusters Score -8177809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164357 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8177810.500000 Penalty: 1092.917969
	Iteration 16Q: 3 clusters Score -8177810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164360 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8177813.500000 Penalty: 1092.917969
	Iteration 17Q: 3 clusters Score -8177814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164359 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8177815.500000 Penalty: 1092.917969
	Iteration 18Q: 3 clusters Score -8177816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164358 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8177816.000000 Penalty: 1092.917969
	Iteration 19Q: 3 clusters Score -8177816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164358 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8177816.000000 Penalty: 1092.917969
	Iteration 20F: 3 clusters Score -8177816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Entering Unmasked Estep 
Score: -349024.437500 Penalty: 404.613831
	Iteration 0F: 2 clusters Score -349024.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -344180.437500 Penalty: 809.227661
	Iteration 0F: 3 clusters Score -344180.4 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -345961.218750 Penalty: 809.227661
	Iteration 1F: 3 clusters Score -345961.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -346125.031250 Penalty: 809.227661
	Iteration 2F: 3 clusters Score -346125 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -346319.906250 Penalty: 809.227661
	Iteration 3F: 3 clusters Score -346319.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -346548.437500 Penalty: 809.227661
	Iteration 4F: 3 clusters Score -346548.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -346881.781250 Penalty: 809.227661
	Iteration 5F: 3 clusters Score -346881.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -347333.906250 Penalty: 809.227661
	Iteration 6F: 3 clusters Score -347333.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -347765.625000 Penalty: 809.227661
	Iteration 7F: 3 clusters Score -347765.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -348065.281250 Penalty: 809.227661
	Iteration 8Q: 3 clusters Score -348065.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -348301.781250 Penalty: 809.227661
	Iteration 9Q: 3 clusters Score -348301.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -348450.843750 Penalty: 809.227661
	Iteration 10Q: 3 clusters Score -348450.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -348552.437500 Penalty: 809.227661
	Iteration 11Q: 3 clusters Score -348552.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -348621.093750 Penalty: 809.227661
	Iteration 12Q: 3 clusters Score -348621.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -348673.812500 Penalty: 809.227661
	Iteration 13Q: 3 clusters Score -348673.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -348696.843750 Penalty: 809.227661
	Iteration 14Q: 3 clusters Score -348696.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -348708.375000 Penalty: 809.227661
	Iteration 15Q: 3 clusters Score -348708.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -348711.343750 Penalty: 809.227661
	Iteration 16Q: 3 clusters Score -348711.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -348712.187500 Penalty: 809.227661
	Iteration 17Q: 3 clusters Score -348712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -348712.593750 Penalty: 809.227661
	Iteration 18Q: 3 clusters Score -348712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -348712.593750 Penalty: 809.227661
	Iteration 19F: 3 clusters Score -348712.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (161221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161221 members 
Entering Unmasked Estep 
Score: -7960155.000000 Penalty: 545.569153
	Iteration 0F: 2 clusters Score -7960155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -7850834.000000 Penalty: 1091.138306
	Iteration 0F: 3 clusters Score -7850834 nChanged 79251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -7900293.000000 Penalty: 1091.138306
	Iteration 1F: 3 clusters Score -7900293 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -7903325.500000 Penalty: 1091.138306
	Iteration 2Q: 3 clusters Score -7903326 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 105913 members 
Entering Unmasked Estep 
Score: -7908088.000000 Penalty: 1091.138306
	Iteration 3F: 3 clusters Score -7908088 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 117223 members 
Entering Unmasked Estep 
Score: -7916277.500000 Penalty: 1091.138306
	Iteration 4F: 3 clusters Score -7916278 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 130525 members 
Entering Unmasked Estep 
Score: -7928039.000000 Penalty: 1091.138306
	Iteration 5F: 3 clusters Score -7928039 nChanged 13112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 143625 members 
Entering Unmasked Estep 
Score: -7941546.000000 Penalty: 1091.138306
	Iteration 6F: 3 clusters Score -7941546 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 153443 members 
Entering Unmasked Estep 
Score: -7951953.500000 Penalty: 1091.138306
	Iteration 7F: 3 clusters Score -7951954 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 158573 members 
Entering Unmasked Estep 
Score: -7957283.000000 Penalty: 1091.138306
	Iteration 8Q: 3 clusters Score -7957283 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 160462 members 
Entering Unmasked Estep 
Score: -7959047.500000 Penalty: 1091.138306
	Iteration 9Q: 3 clusters Score -7959048 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 160965 members 
Entering Unmasked Estep 
Score: -7959514.000000 Penalty: 1091.138306
	Iteration 10Q: 3 clusters Score -7959514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 161099 members 
Entering Unmasked Estep 
Score: -7959615.000000 Penalty: 1091.138306
	Iteration 11Q: 3 clusters Score -7959615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 161139 members 
Entering Unmasked Estep 
Score: -7959642.500000 Penalty: 1091.138306
	Iteration 12Q: 3 clusters Score -7959642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 161154 members 
Entering Unmasked Estep 
Score: -7959658.500000 Penalty: 1091.138306
	Iteration 13Q: 3 clusters Score -7959658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 161158 members 
Entering Unmasked Estep 
Score: -7959677.000000 Penalty: 1091.138306
	Iteration 14Q: 3 clusters Score -7959677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 161159 members 
Entering Unmasked Estep 
Score: -7959680.000000 Penalty: 1091.138306
	Iteration 15Q: 3 clusters Score -7959680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 161162 members 
Entering Unmasked Estep 
Score: -7959690.000000 Penalty: 1091.138306
	Iteration 16Q: 3 clusters Score -7959690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 161162 members 
Entering Unmasked Estep 
Score: -7959689.500000 Penalty: 1091.138306
	Iteration 17Q: 3 clusters Score -7959690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 161162 members 
Entering Unmasked Estep 
Score: -7959689.500000 Penalty: 1091.138306
	Iteration 18F: 3 clusters Score -7959690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Entering Unmasked Estep 
Score: -1100731.000000 Penalty: 454.951477
	Iteration 0F: 2 clusters Score -1100731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1086086.125000 Penalty: 909.902954
	Iteration 0F: 3 clusters Score -1086086 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1092315.875000 Penalty: 909.902954
	Iteration 1F: 3 clusters Score -1092316 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1092697.000000 Penalty: 909.902954
	Iteration 2Q: 3 clusters Score -1092697 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1093234.375000 Penalty: 909.902954
	Iteration 3F: 3 clusters Score -1093234 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1094067.500000 Penalty: 909.902954
	Iteration 4F: 3 clusters Score -1094068 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1095463.000000 Penalty: 909.902954
	Iteration 5F: 3 clusters Score -1095463 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -1097447.500000 Penalty: 909.902954
	Iteration 6F: 3 clusters Score -1097448 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1099144.500000 Penalty: 909.902954
	Iteration 7F: 3 clusters Score -1099144 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -1099986.250000 Penalty: 909.902954
	Iteration 8Q: 3 clusters Score -1099986 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -1100239.125000 Penalty: 909.902954
	Iteration 9Q: 3 clusters Score -1100239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -1100288.750000 Penalty: 909.902954
	Iteration 10Q: 3 clusters Score -1100289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -1100309.625000 Penalty: 909.902954
	Iteration 11Q: 3 clusters Score -1100310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -1100320.625000 Penalty: 909.902954
	Iteration 12Q: 3 clusters Score -1100321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -1100320.625000 Penalty: 909.902954
	Iteration 13F: 3 clusters Score -1100321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -59712.019531 Penalty: 325.924347
	Iteration 0F: 2 clusters Score -59712.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -58734.656250 Penalty: 651.848694
	Iteration 0F: 3 clusters Score -58734.66 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -59084.410156 Penalty: 651.848694
	Iteration 1F: 3 clusters Score -59084.41 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59190.816406 Penalty: 651.848694
	Iteration 2F: 3 clusters Score -59190.82 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59257.343750 Penalty: 651.848694
	Iteration 3F: 3 clusters Score -59257.34 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59318.269531 Penalty: 651.848694
	Iteration 4F: 3 clusters Score -59318.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59361.816406 Penalty: 651.848694
	Iteration 5Q: 3 clusters Score -59361.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59387.785156 Penalty: 651.848694
	Iteration 6Q: 3 clusters Score -59387.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59396.910156 Penalty: 651.848694
	Iteration 7Q: 3 clusters Score -59396.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59405.984375 Penalty: 651.848694
	Iteration 8Q: 3 clusters Score -59405.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59410.289062 Penalty: 651.848694
	Iteration 9Q: 3 clusters Score -59410.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59412.804688 Penalty: 651.848694
	Iteration 10Q: 3 clusters Score -59412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59414.320312 Penalty: 651.848694
	Iteration 11Q: 3 clusters Score -59414.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59416.476562 Penalty: 651.848694
	Iteration 12Q: 3 clusters Score -59416.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59417.820312 Penalty: 651.848694
	Iteration 13Q: 3 clusters Score -59417.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59418.843750 Penalty: 651.848694
	Iteration 14Q: 3 clusters Score -59418.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59422.671875 Penalty: 651.848694
	Iteration 15Q: 3 clusters Score -59422.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59425.230469 Penalty: 651.848694
	Iteration 16Q: 3 clusters Score -59425.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -59428.601562 Penalty: 651.848694
	Iteration 17Q: 3 clusters Score -59428.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59430.472656 Penalty: 651.848694
	Iteration 18Q: 3 clusters Score -59430.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59431.164062 Penalty: 651.848694
	Iteration 19Q: 3 clusters Score -59431.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -59432.476562 Penalty: 651.848694
	Iteration 20F: 3 clusters Score -59432.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -59433.792969 Penalty: 651.848694
	Iteration 21Q: 3 clusters Score -59433.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -59438.343750 Penalty: 651.848694
	Iteration 22Q: 3 clusters Score -59438.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -59439.601562 Penalty: 651.848694
	Iteration 23Q: 3 clusters Score -59439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -59440.292969 Penalty: 651.848694
	Iteration 24Q: 3 clusters Score -59440.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -59440.292969 Penalty: 651.848694
	Iteration 25F: 3 clusters Score -59440.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -238215.218750 Penalty: 384.464569
	Iteration 0F: 2 clusters Score -238215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -235037.296875 Penalty: 768.929138
	Iteration 0F: 3 clusters Score -235037.3 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -236144.421875 Penalty: 768.929138
	Iteration 1F: 3 clusters Score -236144.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -236267.984375 Penalty: 768.929138
	Iteration 2F: 3 clusters Score -236268 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -236400.765625 Penalty: 768.929138
	Iteration 3F: 3 clusters Score -236400.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -236550.687500 Penalty: 768.929138
	Iteration 4F: 3 clusters Score -236550.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -236749.796875 Penalty: 768.929138
	Iteration 5F: 3 clusters Score -236749.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -237016.609375 Penalty: 768.929138
	Iteration 6F: 3 clusters Score -237016.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -237279.187500 Penalty: 768.929138
	Iteration 7F: 3 clusters Score -237279.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -237418.234375 Penalty: 768.929138
	Iteration 8Q: 3 clusters Score -237418.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -237551.328125 Penalty: 768.929138
	Iteration 9Q: 3 clusters Score -237551.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -237660.437500 Penalty: 768.929138
	Iteration 10Q: 3 clusters Score -237660.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -237727.000000 Penalty: 768.929138
	Iteration 11Q: 3 clusters Score -237727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -237763.921875 Penalty: 768.929138
	Iteration 12Q: 3 clusters Score -237763.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -237788.531250 Penalty: 768.929138
	Iteration 13Q: 3 clusters Score -237788.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -237803.515625 Penalty: 768.929138
	Iteration 14Q: 3 clusters Score -237803.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -237815.125000 Penalty: 768.929138
	Iteration 15Q: 3 clusters Score -237815.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -237824.734375 Penalty: 768.929138
	Iteration 16Q: 3 clusters Score -237824.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -237830.406250 Penalty: 768.929138
	Iteration 17Q: 3 clusters Score -237830.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -237836.359375 Penalty: 768.929138
	Iteration 18Q: 3 clusters Score -237836.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -237839.843750 Penalty: 768.929138
	Iteration 19Q: 3 clusters Score -237839.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -237847.671875 Penalty: 768.929138
	Iteration 20F: 3 clusters Score -237847.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -237855.218750 Penalty: 768.929138
	Iteration 21Q: 3 clusters Score -237855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -237860.921875 Penalty: 768.929138
	Iteration 22Q: 3 clusters Score -237860.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -237865.906250 Penalty: 768.929138
	Iteration 23Q: 3 clusters Score -237865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -237872.578125 Penalty: 768.929138
	Iteration 24Q: 3 clusters Score -237872.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -237878.906250 Penalty: 768.929138
	Iteration 25Q: 3 clusters Score -237878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -237884.031250 Penalty: 768.929138
	Iteration 26Q: 3 clusters Score -237884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -237886.390625 Penalty: 768.929138
	Iteration 27Q: 3 clusters Score -237886.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -237887.421875 Penalty: 768.929138
	Iteration 28Q: 3 clusters Score -237887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -237888.421875 Penalty: 768.929138
	Iteration 29Q: 3 clusters Score -237888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -237889.546875 Penalty: 768.929138
	Iteration 30Q: 3 clusters Score -237889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -237890.343750 Penalty: 768.929138
	Iteration 31Q: 3 clusters Score -237890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -237891.718750 Penalty: 768.929138
	Iteration 32Q: 3 clusters Score -237891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -237893.906250 Penalty: 768.929138
	Iteration 33Q: 3 clusters Score -237893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -237897.609375 Penalty: 768.929138
	Iteration 34Q: 3 clusters Score -237897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -237899.859375 Penalty: 768.929138
	Iteration 35Q: 3 clusters Score -237899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -237902.312500 Penalty: 768.929138
	Iteration 36Q: 3 clusters Score -237902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -237906.234375 Penalty: 768.929138
	Iteration 37Q: 3 clusters Score -237906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -237913.765625 Penalty: 768.929138
	Iteration 38Q: 3 clusters Score -237913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -237928.093750 Penalty: 768.929138
	Iteration 39Q: 3 clusters Score -237928.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -237936.890625 Penalty: 768.929138
	Iteration 40F: 3 clusters Score -237936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -237941.875000 Penalty: 768.929138
	Iteration 41Q: 3 clusters Score -237941.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -237943.125000 Penalty: 768.929138
	Iteration 42Q: 3 clusters Score -237943.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -237943.718750 Penalty: 768.929138
	Iteration 43Q: 3 clusters Score -237943.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -237943.718750 Penalty: 768.929138
	Iteration 44F: 3 clusters Score -237943.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -78261.953125 Penalty: 336.393463
	Iteration 0F: 2 clusters Score -78261.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -77059.492188 Penalty: 672.786926
	Iteration 0F: 3 clusters Score -77059.49 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -77409.453125 Penalty: 672.786926
	Iteration 1F: 3 clusters Score -77409.45 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -77477.539062 Penalty: 672.786926
	Iteration 2F: 3 clusters Score -77477.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -77532.960938 Penalty: 672.786926
	Iteration 3F: 3 clusters Score -77532.96 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -77578.484375 Penalty: 672.786926
	Iteration 4Q: 3 clusters Score -77578.48 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -77616.546875 Penalty: 672.786926
	Iteration 5Q: 3 clusters Score -77616.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -77642.867188 Penalty: 672.786926
	Iteration 6Q: 3 clusters Score -77642.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -77663.343750 Penalty: 672.786926
	Iteration 7Q: 3 clusters Score -77663.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -77702.617188 Penalty: 672.786926
	Iteration 8Q: 3 clusters Score -77702.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -77749.664062 Penalty: 672.786926
	Iteration 9Q: 3 clusters Score -77749.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -77786.945312 Penalty: 672.786926
	Iteration 10Q: 3 clusters Score -77786.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -77808.632812 Penalty: 672.786926
	Iteration 11Q: 3 clusters Score -77808.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -77821.031250 Penalty: 672.786926
	Iteration 12Q: 3 clusters Score -77821.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -77828.945312 Penalty: 672.786926
	Iteration 13Q: 3 clusters Score -77828.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -77832.804688 Penalty: 672.786926
	Iteration 14Q: 3 clusters Score -77832.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -77835.070312 Penalty: 672.786926
	Iteration 15Q: 3 clusters Score -77835.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -77836.093750 Penalty: 672.786926
	Iteration 16Q: 3 clusters Score -77836.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -77838.398438 Penalty: 672.786926
	Iteration 17Q: 3 clusters Score -77838.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -77844.312500 Penalty: 672.786926
	Iteration 18Q: 3 clusters Score -77844.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -77848.570312 Penalty: 672.786926
	Iteration 19Q: 3 clusters Score -77848.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -77852.054688 Penalty: 672.786926
	Iteration 20F: 3 clusters Score -77852.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -77854.859375 Penalty: 672.786926
	Iteration 21Q: 3 clusters Score -77854.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -77858.007812 Penalty: 672.786926
	Iteration 22Q: 3 clusters Score -77858.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -77860.351562 Penalty: 672.786926
	Iteration 23Q: 3 clusters Score -77860.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -77861.882812 Penalty: 672.786926
	Iteration 24Q: 3 clusters Score -77861.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -77864.546875 Penalty: 672.786926
	Iteration 25Q: 3 clusters Score -77864.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -77866.179688 Penalty: 672.786926
	Iteration 26Q: 3 clusters Score -77866.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -77867.562500 Penalty: 672.786926
	Iteration 27Q: 3 clusters Score -77867.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -77868.843750 Penalty: 672.786926
	Iteration 28Q: 3 clusters Score -77868.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -77869.523438 Penalty: 672.786926
	Iteration 29Q: 3 clusters Score -77869.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -77870.093750 Penalty: 672.786926
	Iteration 30Q: 3 clusters Score -77870.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -77871.007812 Penalty: 672.786926
	Iteration 31Q: 3 clusters Score -77871.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -77871.757812 Penalty: 672.786926
	Iteration 32Q: 3 clusters Score -77871.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -77871.929688 Penalty: 672.786926
	Iteration 33Q: 3 clusters Score -77871.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -77872.460938 Penalty: 672.786926
	Iteration 34Q: 3 clusters Score -77872.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -77872.796875 Penalty: 672.786926
	Iteration 35Q: 3 clusters Score -77872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -77873.593750 Penalty: 672.786926
	Iteration 36Q: 3 clusters Score -77873.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77874.125000 Penalty: 672.786926
	Iteration 37Q: 3 clusters Score -77874.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -77874.601562 Penalty: 672.786926
	Iteration 38Q: 3 clusters Score -77874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -77875.187500 Penalty: 672.786926
	Iteration 39Q: 3 clusters Score -77875.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -77875.242188 Penalty: 672.786926
	Iteration 40F: 3 clusters Score -77875.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Entering Unmasked Estep 
Score: -1846005.000000 Penalty: 479.028015
	Iteration 0F: 2 clusters Score -1846005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1820975.375000 Penalty: 958.056030
	Iteration 0F: 3 clusters Score -1820975 nChanged 17940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1831478.125000 Penalty: 958.056030
	Iteration 1F: 3 clusters Score -1831478 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1831778.500000 Penalty: 958.056030
	Iteration 2Q: 3 clusters Score -1831778 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1832168.625000 Penalty: 958.056030
	Iteration 3Q: 3 clusters Score -1832169 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1832697.750000 Penalty: 958.056030
	Iteration 4Q: 3 clusters Score -1832698 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1833592.500000 Penalty: 958.056030
	Iteration 5Q: 3 clusters Score -1833592 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1835217.625000 Penalty: 958.056030
	Iteration 6F: 3 clusters Score -1835218 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1837804.625000 Penalty: 958.056030
	Iteration 7F: 3 clusters Score -1837805 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1841022.250000 Penalty: 958.056030
	Iteration 8F: 3 clusters Score -1841022 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1843550.625000 Penalty: 958.056030
	Iteration 9F: 3 clusters Score -1843551 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1844943.625000 Penalty: 958.056030
	Iteration 10Q: 3 clusters Score -1844944 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1845403.875000 Penalty: 958.056030
	Iteration 11Q: 3 clusters Score -1845404 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1845530.125000 Penalty: 958.056030
	Iteration 12Q: 3 clusters Score -1845530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1845565.500000 Penalty: 958.056030
	Iteration 13Q: 3 clusters Score -1845566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1845574.625000 Penalty: 958.056030
	Iteration 14Q: 3 clusters Score -1845575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1845580.625000 Penalty: 958.056030
	Iteration 15Q: 3 clusters Score -1845581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1845586.250000 Penalty: 958.056030
	Iteration 16Q: 3 clusters Score -1845586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1845593.500000 Penalty: 958.056030
	Iteration 17Q: 3 clusters Score -1845594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1845594.625000 Penalty: 958.056030
	Iteration 18Q: 3 clusters Score -1845595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1845594.625000 Penalty: 958.056030
	Iteration 19F: 3 clusters Score -1845595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (223411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223411 members 
Entering Unmasked Estep 
Score: -11157765.000000 Penalty: 560.412964
	Iteration 0F: 2 clusters Score -1.115776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111046 members 
Mstep: Class 2 contains 112365 members 
Entering Unmasked Estep 
Score: -11013854.000000 Penalty: 1120.825928
	Iteration 0F: 3 clusters Score -1.101385e+07 nChanged 109757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77235 members 
Mstep: Class 2 contains 146176 members 
Entering Unmasked Estep 
Score: -11090486.000000 Penalty: 1120.825928
	Iteration 1F: 3 clusters Score -1.109049e+07 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 163380 members 
Entering Unmasked Estep 
Score: -11102854.000000 Penalty: 1120.825928
	Iteration 2F: 3 clusters Score -1.110285e+07 nChanged 20816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 184162 members 
Entering Unmasked Estep 
Score: -11122696.000000 Penalty: 1120.825928
	Iteration 3F: 3 clusters Score -1.11227e+07 nChanged 20554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 204708 members 
Entering Unmasked Estep 
Score: -11144130.000000 Penalty: 1120.825928
	Iteration 4F: 3 clusters Score -1.114413e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 217582 members 
Entering Unmasked Estep 
Score: -11154556.000000 Penalty: 1120.825928
	Iteration 5F: 3 clusters Score -1.115456e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 222032 members 
Entering Unmasked Estep 
Score: -11156674.000000 Penalty: 1120.825928
	Iteration 6Q: 3 clusters Score -1.115667e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 223074 members 
Entering Unmasked Estep 
Score: -11157160.000000 Penalty: 1120.825928
	Iteration 7Q: 3 clusters Score -1.115716e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 223299 members 
Entering Unmasked Estep 
Score: -11157261.000000 Penalty: 1120.825928
	Iteration 8Q: 3 clusters Score -1.115726e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 223338 members 
Entering Unmasked Estep 
Score: -11157278.000000 Penalty: 1120.825928
	Iteration 9Q: 3 clusters Score -1.115728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 223346 members 
Entering Unmasked Estep 
Score: -11157291.000000 Penalty: 1120.825928
	Iteration 10Q: 3 clusters Score -1.115729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 223346 members 
Entering Unmasked Estep 
Score: -11157287.000000 Penalty: 1120.825928
	Iteration 11Q: 3 clusters Score -1.115729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 223347 members 
Entering Unmasked Estep 
Score: -11157292.000000 Penalty: 1120.825928
	Iteration 12Q: 3 clusters Score -1.115729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 223347 members 
Entering Unmasked Estep 
Score: -11157292.000000 Penalty: 1120.825928
	Iteration 13F: 3 clusters Score -1.115729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Entering Unmasked Estep 
Score: -1735772.500000 Penalty: 478.491272
	Iteration 0F: 2 clusters Score -1735772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1711080.500000 Penalty: 956.982544
	Iteration 0F: 3 clusters Score -1711080 nChanged 17934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -1721829.375000 Penalty: 956.982544
	Iteration 1F: 3 clusters Score -1721829 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -1722262.000000 Penalty: 956.982544
	Iteration 2Q: 3 clusters Score -1722262 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -1722803.250000 Penalty: 956.982544
	Iteration 3Q: 3 clusters Score -1722803 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -1723548.500000 Penalty: 956.982544
	Iteration 4Q: 3 clusters Score -1723548 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -1724613.625000 Penalty: 956.982544
	Iteration 5F: 3 clusters Score -1724614 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -1726016.375000 Penalty: 956.982544
	Iteration 6F: 3 clusters Score -1726016 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -1727661.250000 Penalty: 956.982544
	Iteration 7F: 3 clusters Score -1727661 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -1729341.875000 Penalty: 956.982544
	Iteration 8F: 3 clusters Score -1729342 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -1730897.875000 Penalty: 956.982544
	Iteration 9F: 3 clusters Score -1730898 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -1732059.250000 Penalty: 956.982544
	Iteration 10Q: 3 clusters Score -1732059 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -1732947.500000 Penalty: 956.982544
	Iteration 11Q: 3 clusters Score -1732948 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -1733602.125000 Penalty: 956.982544
	Iteration 12Q: 3 clusters Score -1733602 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -1734075.125000 Penalty: 956.982544
	Iteration 13Q: 3 clusters Score -1734075 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -1734451.750000 Penalty: 956.982544
	Iteration 14Q: 3 clusters Score -1734452 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -1734752.500000 Penalty: 956.982544
	Iteration 15Q: 3 clusters Score -1734752 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -1734986.000000 Penalty: 956.982544
	Iteration 16Q: 3 clusters Score -1734986 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -1735136.750000 Penalty: 956.982544
	Iteration 17Q: 3 clusters Score -1735137 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -1735202.500000 Penalty: 956.982544
	Iteration 18Q: 3 clusters Score -1735202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -1735260.625000 Penalty: 956.982544
	Iteration 19Q: 3 clusters Score -1735261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -1735293.375000 Penalty: 956.982544
	Iteration 20F: 3 clusters Score -1735293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -1735313.125000 Penalty: 956.982544
	Iteration 21Q: 3 clusters Score -1735313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -1735331.750000 Penalty: 956.982544
	Iteration 22Q: 3 clusters Score -1735332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -1735349.250000 Penalty: 956.982544
	Iteration 23Q: 3 clusters Score -1735349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -1735358.750000 Penalty: 956.982544
	Iteration 24Q: 3 clusters Score -1735359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -1735365.125000 Penalty: 956.982544
	Iteration 25Q: 3 clusters Score -1735365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -1735365.250000 Penalty: 956.982544
	Iteration 26Q: 3 clusters Score -1735365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -1735365.250000 Penalty: 956.982544
	Iteration 27F: 3 clusters Score -1735365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Entering Unmasked Estep 
Score: -1537122.875000 Penalty: 470.714813
	Iteration 0F: 2 clusters Score -1537123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1516197.250000 Penalty: 941.429626
	Iteration 0F: 3 clusters Score -1516197 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1525621.875000 Penalty: 941.429626
	Iteration 1F: 3 clusters Score -1525622 nChanged 1848
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1527066 nChanged 2333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1529208 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1533994 nChanged 2063
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1535577 nChanged 1182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1536205 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1536478 nChanged 468
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Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1536630 nChanged 366
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Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1536718 nChanged 254
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Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1536760 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1536793 nChanged 156
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Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1536805 nChanged 121
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Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1536816 nChanged 111
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Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1536824 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1536841 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1536850 nChanged 120
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Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1536862 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1536859 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1536872 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1536885 nChanged 83
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Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1536889 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1536898 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1536898 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1536902 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1536912 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1536924 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1536926 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1536924 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1536930 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1536930 nChanged 80
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Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1536935 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1536940 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1536949 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1536951 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1536954 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1536952 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1536952 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1536957 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1536960 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1536971 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1536974 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1536977 nChanged 55
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Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1536977 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1536985 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1536984 nChanged 54
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Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1536987 nChanged 41
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Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1536986 nChanged 39
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Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1536990 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1536992 nChanged 28
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Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 22664 members 
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	Iteration 51Q: 3 clusters Score -1536993 nChanged 20
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Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 22684 members 
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	Iteration 52Q: 3 clusters Score -1536990 nChanged 20
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Mstep: Class 1 contains 8409 members 
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	Iteration 53Q: 3 clusters Score -1536990 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 22720 members 
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	Iteration 54Q: 3 clusters Score -1536990 nChanged 21
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Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 22741 members 
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	Iteration 55Q: 3 clusters Score -1536989 nChanged 29
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Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 22770 members 
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	Iteration 56Q: 3 clusters Score -1536990 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1536992 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 22840 members 
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	Iteration 58Q: 3 clusters Score -1536992 nChanged 33
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Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 22873 members 
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	Iteration 59Q: 3 clusters Score -1536993 nChanged 38
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Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1536993 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 22952 members 
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	Iteration 61Q: 3 clusters Score -1536994 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1537003 nChanged 42
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Mstep: Class 1 contains 8066 members 
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	Iteration 63Q: 3 clusters Score -1537010 nChanged 47
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Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1537012 nChanged 49
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Mstep: Class 1 contains 7970 members 
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	Iteration 65Q: 3 clusters Score -1537010 nChanged 52
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Mstep: Class 1 contains 7918 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1537016 nChanged 62
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Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1537021 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7789 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1537026 nChanged 57
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Mstep: Class 1 contains 7732 members 
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	Iteration 69Q: 3 clusters Score -1537028 nChanged 56
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Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 23437 members 
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	Iteration 70Q: 3 clusters Score -1537031 nChanged 55
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Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 23492 members 
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	Iteration 71Q: 3 clusters Score -1537032 nChanged 58
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Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 23550 members 
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Score: -1537040.000000 Penalty: 941.429626
	Iteration 72Q: 3 clusters Score -1537040 nChanged 64
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Mstep: Class 1 contains 7499 members 
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	Iteration 73Q: 3 clusters Score -1537047 nChanged 74
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Mstep: Class 1 contains 7425 members 
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	Iteration 74Q: 3 clusters Score -1537047 nChanged 73
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Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 23761 members 
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	Iteration 75Q: 3 clusters Score -1537048 nChanged 83
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Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 23844 members 
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	Iteration 76Q: 3 clusters Score -1537062 nChanged 82
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Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 23924 members 
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	Iteration 77Q: 3 clusters Score -1537072 nChanged 71
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Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 23995 members 
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	Iteration 78Q: 3 clusters Score -1537074 nChanged 75
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Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 24070 members 
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	Iteration 79Q: 3 clusters Score -1537072 nChanged 61
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Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -1537081.750000 Penalty: 941.429626
	Iteration 80F: 3 clusters Score -1537082 nChanged 59
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Mstep: Class 1 contains 6923 members 
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	Iteration 81Q: 3 clusters Score -1537080 nChanged 70
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Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1537084 nChanged 57
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Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1537091 nChanged 57
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Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1537097 nChanged 49
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Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 24423 members 
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	Iteration 85Q: 3 clusters Score -1537097 nChanged 52
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Mstep: Class 1 contains 6638 members 
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	Iteration 86Q: 3 clusters Score -1537098 nChanged 48
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Mstep: Class 1 contains 6590 members 
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	Iteration 87Q: 3 clusters Score -1537092 nChanged 45
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Mstep: Class 1 contains 6545 members 
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	Iteration 88Q: 3 clusters Score -1537096 nChanged 52
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Mstep: Class 1 contains 6493 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1537100 nChanged 50
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Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1537109 nChanged 59
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Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -1537116.000000 Penalty: 941.429626
	Iteration 91Q: 3 clusters Score -1537116 nChanged 53
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Mstep: Class 1 contains 6331 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1537119 nChanged 53
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Mstep: Class 1 contains 6278 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1537120 nChanged 50
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Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -1537123.500000 Penalty: 941.429626
	Iteration 94Q: 3 clusters Score -1537124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -1537121.750000 Penalty: 941.429626
	Iteration 95Q: 3 clusters Score -1537122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -1537123.750000 Penalty: 941.429626
	Iteration 96Q: 3 clusters Score -1537124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -1537126.125000 Penalty: 941.429626
	Iteration 97Q: 3 clusters Score -1537126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -1537128.500000 Penalty: 941.429626
	Iteration 98Q: 3 clusters Score -1537128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -1537138.500000 Penalty: 941.429626
	Iteration 99Q: 3 clusters Score -1537138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -1537131.875000 Penalty: 941.429626
	Iteration 100F: 3 clusters Score -1537132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -1537131.500000 Penalty: 941.429626
	Iteration 101Q: 3 clusters Score -1537132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -1537133.625000 Penalty: 941.429626
	Iteration 102Q: 3 clusters Score -1537134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -1537142.625000 Penalty: 941.429626
	Iteration 103Q: 3 clusters Score -1537143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -1537139.500000 Penalty: 941.429626
	Iteration 104Q: 3 clusters Score -1537140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -1537143.875000 Penalty: 941.429626
	Iteration 105Q: 3 clusters Score -1537144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -1537142.250000 Penalty: 941.429626
	Iteration 106Q: 3 clusters Score -1537142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -1537143.875000 Penalty: 941.429626
	Iteration 107Q: 3 clusters Score -1537144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -1537147.125000 Penalty: 941.429626
	Iteration 108Q: 3 clusters Score -1537147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -1537156.125000 Penalty: 941.429626
	Iteration 109Q: 3 clusters Score -1537156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -1537159.500000 Penalty: 941.429626
	Iteration 110Q: 3 clusters Score -1537160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -1537162.000000 Penalty: 941.429626
	Iteration 111Q: 3 clusters Score -1537162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -1537166.875000 Penalty: 941.429626
	Iteration 112Q: 3 clusters Score -1537167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -1537165.125000 Penalty: 941.429626
	Iteration 113Q: 3 clusters Score -1537165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -1537174.500000 Penalty: 941.429626
	Iteration 114Q: 3 clusters Score -1537174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -1537176.750000 Penalty: 941.429626
	Iteration 115Q: 3 clusters Score -1537177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -1537177.875000 Penalty: 941.429626
	Iteration 116Q: 3 clusters Score -1537178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -1537184.125000 Penalty: 941.429626
	Iteration 117Q: 3 clusters Score -1537184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -1537191.125000 Penalty: 941.429626
	Iteration 118Q: 3 clusters Score -1537191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -1537194.875000 Penalty: 941.429626
	Iteration 119Q: 3 clusters Score -1537195 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -1537194.875000 Penalty: 941.429626
	Iteration 120F: 3 clusters Score -1537195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -1537195.875000 Penalty: 941.429626
	Iteration 121Q: 3 clusters Score -1537196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -1537199.000000 Penalty: 941.429626
	Iteration 122Q: 3 clusters Score -1537199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -1537201.250000 Penalty: 941.429626
	Iteration 123Q: 3 clusters Score -1537201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -1537202.750000 Penalty: 941.429626
	Iteration 124Q: 3 clusters Score -1537203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -1537204.875000 Penalty: 941.429626
	Iteration 125Q: 3 clusters Score -1537205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -1537207.250000 Penalty: 941.429626
	Iteration 126Q: 3 clusters Score -1537207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -1537210.625000 Penalty: 941.429626
	Iteration 127Q: 3 clusters Score -1537211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -1537209.625000 Penalty: 941.429626
	Iteration 128Q: 3 clusters Score -1537210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -1537211.625000 Penalty: 941.429626
	Iteration 129Q: 3 clusters Score -1537212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -1537209.125000 Penalty: 941.429626
	Iteration 130Q: 3 clusters Score -1537209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -1537211.000000 Penalty: 941.429626
	Iteration 131Q: 3 clusters Score -1537211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -1537208.375000 Penalty: 941.429626
	Iteration 132Q: 3 clusters Score -1537208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -1537212.750000 Penalty: 941.429626
	Iteration 133Q: 3 clusters Score -1537213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -1537211.375000 Penalty: 941.429626
	Iteration 134Q: 3 clusters Score -1537211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -1537210.125000 Penalty: 941.429626
	Iteration 135Q: 3 clusters Score -1537210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -1537210.000000 Penalty: 941.429626
	Iteration 136Q: 3 clusters Score -1537210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -1537214.375000 Penalty: 941.429626
	Iteration 137Q: 3 clusters Score -1537214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -1537216.125000 Penalty: 941.429626
	Iteration 138Q: 3 clusters Score -1537216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -1537222.375000 Penalty: 941.429626
	Iteration 139Q: 3 clusters Score -1537222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -1537224.875000 Penalty: 941.429626
	Iteration 140F: 3 clusters Score -1537225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -1537224.000000 Penalty: 941.429626
	Iteration 141Q: 3 clusters Score -1537224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -1537225.125000 Penalty: 941.429626
	Iteration 142Q: 3 clusters Score -1537225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -1537226.375000 Penalty: 941.429626
	Iteration 143Q: 3 clusters Score -1537226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -1537228.125000 Penalty: 941.429626
	Iteration 144Q: 3 clusters Score -1537228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -1537228.375000 Penalty: 941.429626
	Iteration 145Q: 3 clusters Score -1537228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -1537228.500000 Penalty: 941.429626
	Iteration 146Q: 3 clusters Score -1537228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -1537228.375000 Penalty: 941.429626
	Iteration 147Q: 3 clusters Score -1537228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -1537228.750000 Penalty: 941.429626
	Iteration 148Q: 3 clusters Score -1537229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -1537228.875000 Penalty: 941.429626
	Iteration 149Q: 3 clusters Score -1537229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -1537231.250000 Penalty: 941.429626
	Iteration 150Q: 3 clusters Score -1537231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -1537231.375000 Penalty: 941.429626
	Iteration 151Q: 3 clusters Score -1537231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -1537231.125000 Penalty: 941.429626
	Iteration 152Q: 3 clusters Score -1537231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -1537231.250000 Penalty: 941.429626
	Iteration 153Q: 3 clusters Score -1537231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -1537228.000000 Penalty: 941.429626
	Iteration 154Q: 3 clusters Score -1537228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -1537230.125000 Penalty: 941.429626
	Iteration 155Q: 3 clusters Score -1537230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -1537230.500000 Penalty: 941.429626
	Iteration 156Q: 3 clusters Score -1537230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -1537230.625000 Penalty: 941.429626
	Iteration 157Q: 3 clusters Score -1537231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -1537231.125000 Penalty: 941.429626
	Iteration 158Q: 3 clusters Score -1537231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -1537232.375000 Penalty: 941.429626
	Iteration 159Q: 3 clusters Score -1537232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -1537239.500000 Penalty: 941.429626
	Iteration 160F: 3 clusters Score -1537240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -1537235.250000 Penalty: 941.429626
	Iteration 161Q: 3 clusters Score -1537235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -1537233.750000 Penalty: 941.429626
	Iteration 162Q: 3 clusters Score -1537234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -1537233.875000 Penalty: 941.429626
	Iteration 163Q: 3 clusters Score -1537234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -1537235.625000 Penalty: 941.429626
	Iteration 164Q: 3 clusters Score -1537236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -1537237.125000 Penalty: 941.429626
	Iteration 165Q: 3 clusters Score -1537237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -1537237.250000 Penalty: 941.429626
	Iteration 166Q: 3 clusters Score -1537237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -1537236.875000 Penalty: 941.429626
	Iteration 167Q: 3 clusters Score -1537237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -1537233.750000 Penalty: 941.429626
	Iteration 168Q: 3 clusters Score -1537234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -1537232.250000 Penalty: 941.429626
	Iteration 169Q: 3 clusters Score -1537232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -1537232.250000 Penalty: 941.429626
	Iteration 170Q: 3 clusters Score -1537232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -1537235.250000 Penalty: 941.429626
	Iteration 171Q: 3 clusters Score -1537235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -1537234.875000 Penalty: 941.429626
	Iteration 172Q: 3 clusters Score -1537235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -1537234.875000 Penalty: 941.429626
	Iteration 173F: 3 clusters Score -1537235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161221 members 
Mstep: Class 4 contains 22003 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37350 members 
Mstep: Class 9 contains 223411 members 
Mstep: Class 10 contains 36912 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215172 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54207 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93538 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 5797 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 27135 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18885 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 157973 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111965 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 95905 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40395 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 614 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2203 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1064 members 
Mstep: Class 55 contains 2575 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 60 contains 2162 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 226673 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 183419 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90792360.000000 Penalty: 50770.378906
Splitting cluster 11 changes total score from -90793032.000000 to -90792360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -79154.734375 Penalty: 332.171509
	Iteration 0F: 2 clusters Score -79154.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -78031.242188 Penalty: 664.343018
	Iteration 0F: 3 clusters Score -78031.24 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -78366.671875 Penalty: 664.343018
	Iteration 1F: 3 clusters Score -78366.67 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -78417.476562 Penalty: 664.343018
	Iteration 2F: 3 clusters Score -78417.48 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -78450.390625 Penalty: 664.343018
	Iteration 3F: 3 clusters Score -78450.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -78472.226562 Penalty: 664.343018
	Iteration 4Q: 3 clusters Score -78472.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -78485.984375 Penalty: 664.343018
	Iteration 5Q: 3 clusters Score -78485.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78498.859375 Penalty: 664.343018
	Iteration 6Q: 3 clusters Score -78498.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -78513.179688 Penalty: 664.343018
	Iteration 7Q: 3 clusters Score -78513.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -78519.984375 Penalty: 664.343018
	Iteration 8Q: 3 clusters Score -78519.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -78525.710938 Penalty: 664.343018
	Iteration 9Q: 3 clusters Score -78525.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -78534.359375 Penalty: 664.343018
	Iteration 10Q: 3 clusters Score -78534.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78547.015625 Penalty: 664.343018
	Iteration 11Q: 3 clusters Score -78547.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78566.695312 Penalty: 664.343018
	Iteration 12Q: 3 clusters Score -78566.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -78579.632812 Penalty: 664.343018
	Iteration 13Q: 3 clusters Score -78579.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78595.687500 Penalty: 664.343018
	Iteration 14Q: 3 clusters Score -78595.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78611.484375 Penalty: 664.343018
	Iteration 15Q: 3 clusters Score -78611.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78635.500000 Penalty: 664.343018
	Iteration 16Q: 3 clusters Score -78635.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78659.125000 Penalty: 664.343018
	Iteration 17Q: 3 clusters Score -78659.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -78696.789062 Penalty: 664.343018
	Iteration 18Q: 3 clusters Score -78696.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -78731.851562 Penalty: 664.343018
	Iteration 19Q: 3 clusters Score -78731.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -78756.500000 Penalty: 664.343018
	Iteration 20F: 3 clusters Score -78756.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -78775.250000 Penalty: 664.343018
	Iteration 21Q: 3 clusters Score -78775.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -78796.726562 Penalty: 664.343018
	Iteration 22Q: 3 clusters Score -78796.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -78823.281250 Penalty: 664.343018
	Iteration 23Q: 3 clusters Score -78823.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -78838.468750 Penalty: 664.343018
	Iteration 24Q: 3 clusters Score -78838.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -78845.289062 Penalty: 664.343018
	Iteration 25Q: 3 clusters Score -78845.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -78848.296875 Penalty: 664.343018
	Iteration 26Q: 3 clusters Score -78848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -78848.843750 Penalty: 664.343018
	Iteration 27Q: 3 clusters Score -78848.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -78849.359375 Penalty: 664.343018
	Iteration 28Q: 3 clusters Score -78849.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -78849.359375 Penalty: 664.343018
	Iteration 29F: 3 clusters Score -78849.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3762.279785 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3762.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3596.252441 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3596.252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3618.496826 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3618.497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3624.277588 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -3624.278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3624.277588 Penalty: 396.460510
	Iteration 3F: 3 clusters Score -3624.278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (215172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215172 members 
Entering Unmasked Estep 
Score: -10131230.000000 Penalty: 558.703308
	Iteration 0F: 2 clusters Score -1.013123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -9987066.000000 Penalty: 1117.406616
	Iteration 0F: 3 clusters Score -9987066 nChanged 105958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120821 members 
Mstep: Class 2 contains 94351 members 
Entering Unmasked Estep 
Score: -10053274.000000 Penalty: 1117.406616
	Iteration 1F: 3 clusters Score -1.005327e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -10057679.000000 Penalty: 1117.406616
	Iteration 2Q: 3 clusters Score -1.005768e+07 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140554 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -10065187.000000 Penalty: 1117.406616
	Iteration 3F: 3 clusters Score -1.006519e+07 nChanged 15604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155412 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -10076873.000000 Penalty: 1117.406616
	Iteration 4F: 3 clusters Score -1.007687e+07 nChanged 16525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171573 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -10091179.000000 Penalty: 1117.406616
	Iteration 5F: 3 clusters Score -1.009118e+07 nChanged 14490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185921 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -10104303.000000 Penalty: 1117.406616
	Iteration 6F: 3 clusters Score -1.01043e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196342 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -10113912.000000 Penalty: 1117.406616
	Iteration 7Q: 3 clusters Score -1.011391e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203444 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -10121046.000000 Penalty: 1117.406616
	Iteration 8Q: 3 clusters Score -1.012105e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208377 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -10125817.000000 Penalty: 1117.406616
	Iteration 9Q: 3 clusters Score -1.012582e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211746 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -10128495.000000 Penalty: 1117.406616
	Iteration 10Q: 3 clusters Score -1.01285e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213717 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -10129812.000000 Penalty: 1117.406616
	Iteration 11Q: 3 clusters Score -1.012981e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214607 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10130425.000000 Penalty: 1117.406616
	Iteration 12Q: 3 clusters Score -1.013042e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214924 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10130604.000000 Penalty: 1117.406616
	Iteration 13Q: 3 clusters Score -1.01306e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215024 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10130660.000000 Penalty: 1117.406616
	Iteration 14Q: 3 clusters Score -1.013066e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215065 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10130718.000000 Penalty: 1117.406616
	Iteration 15Q: 3 clusters Score -1.013072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215092 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10130739.000000 Penalty: 1117.406616
	Iteration 16Q: 3 clusters Score -1.013074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215095 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10130740.000000 Penalty: 1117.406616
	Iteration 17Q: 3 clusters Score -1.013074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215095 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10130738.000000 Penalty: 1117.406616
	Iteration 18Q: 3 clusters Score -1.013074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215095 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10130738.000000 Penalty: 1117.406616
	Iteration 19F: 3 clusters Score -1.013074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -3880.623047 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -3880.623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -3643.849365 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -3643.849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -3705.029297 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -3705.029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -3714.268311 Penalty: 467.357666
	Iteration 2Q: 3 clusters Score -3714.268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -3714.268311 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -3714.268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -67262.781250 Penalty: 328.092224
	Iteration 0F: 2 clusters Score -67262.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -66224.484375 Penalty: 656.184448
	Iteration 0F: 3 clusters Score -66224.48 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -66496.359375 Penalty: 656.184448
	Iteration 1F: 3 clusters Score -66496.36 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -66534.492188 Penalty: 656.184448
	Iteration 2F: 3 clusters Score -66534.49 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -66562.484375 Penalty: 656.184448
	Iteration 3Q: 3 clusters Score -66562.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -66586.609375 Penalty: 656.184448
	Iteration 4Q: 3 clusters Score -66586.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -66613.671875 Penalty: 656.184448
	Iteration 5Q: 3 clusters Score -66613.67 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -66646.617188 Penalty: 656.184448
	Iteration 6Q: 3 clusters Score -66646.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66682.726562 Penalty: 656.184448
	Iteration 7Q: 3 clusters Score -66682.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66716.171875 Penalty: 656.184448
	Iteration 8Q: 3 clusters Score -66716.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66760.851562 Penalty: 656.184448
	Iteration 9Q: 3 clusters Score -66760.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66807.562500 Penalty: 656.184448
	Iteration 10Q: 3 clusters Score -66807.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66852.218750 Penalty: 656.184448
	Iteration 11Q: 3 clusters Score -66852.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66890.023438 Penalty: 656.184448
	Iteration 12Q: 3 clusters Score -66890.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66916.843750 Penalty: 656.184448
	Iteration 13Q: 3 clusters Score -66916.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -66939.429688 Penalty: 656.184448
	Iteration 14Q: 3 clusters Score -66939.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66954.859375 Penalty: 656.184448
	Iteration 15Q: 3 clusters Score -66954.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -66963.171875 Penalty: 656.184448
	Iteration 16Q: 3 clusters Score -66963.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66970.289062 Penalty: 656.184448
	Iteration 17Q: 3 clusters Score -66970.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -66976.312500 Penalty: 656.184448
	Iteration 18Q: 3 clusters Score -66976.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -66979.757812 Penalty: 656.184448
	Iteration 19Q: 3 clusters Score -66979.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66982.843750 Penalty: 656.184448
	Iteration 20F: 3 clusters Score -66982.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -66985.539062 Penalty: 656.184448
	Iteration 21Q: 3 clusters Score -66985.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -66986.242188 Penalty: 656.184448
	Iteration 22Q: 3 clusters Score -66986.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -66986.875000 Penalty: 656.184448
	Iteration 23Q: 3 clusters Score -66986.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -66988.921875 Penalty: 656.184448
	Iteration 24Q: 3 clusters Score -66988.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -66989.257812 Penalty: 656.184448
	Iteration 25Q: 3 clusters Score -66989.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -66989.257812 Penalty: 656.184448
	Iteration 26F: 3 clusters Score -66989.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -44912.023438 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -44912.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -44125.648438 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -44125.65 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -44325.437500 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -44325.44 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -44362.839844 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -44362.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44388.707031 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -44388.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -44411.867188 Penalty: 628.058105
	Iteration 4Q: 3 clusters Score -44411.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -44437.734375 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -44437.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -44471.632812 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -44471.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -44503.882812 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -44503.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -44551.746094 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -44551.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44614.476562 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -44614.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44681.152344 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -44681.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -44761.667969 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -44761.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44803.394531 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -44803.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -44819.898438 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -44819.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44825.210938 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -44825.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44829.703125 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -44829.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -44835.308594 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -44835.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44839.281250 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -44839.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -44839.644531 Penalty: 628.058105
	Iteration 18Q: 3 clusters Score -44839.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -44840.402344 Penalty: 628.058105
	Iteration 19Q: 3 clusters Score -44840.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -44840.402344 Penalty: 628.058105
	Iteration 20F: 3 clusters Score -44840.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Entering Unmasked Estep 
Score: -2484777.250000 Penalty: 495.975708
	Iteration 0F: 2 clusters Score -2484777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -2448325.750000 Penalty: 991.951416
	Iteration 0F: 3 clusters Score -2448326 nChanged 26259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -2465830.250000 Penalty: 991.951416
	Iteration 1F: 3 clusters Score -2465830 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -2468059.250000 Penalty: 991.951416
	Iteration 2F: 3 clusters Score -2468059 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -2470339.750000 Penalty: 991.951416
	Iteration 3F: 3 clusters Score -2470340 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -2472057.500000 Penalty: 991.951416
	Iteration 4F: 3 clusters Score -2472058 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -2473237.500000 Penalty: 991.951416
	Iteration 5Q: 3 clusters Score -2473238 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -2473963.750000 Penalty: 991.951416
	Iteration 6Q: 3 clusters Score -2473964 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -2474487.500000 Penalty: 991.951416
	Iteration 7Q: 3 clusters Score -2474488 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -2474937.250000 Penalty: 991.951416
	Iteration 8Q: 3 clusters Score -2474937 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -2475402.750000 Penalty: 991.951416
	Iteration 9Q: 3 clusters Score -2475403 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -2475939.500000 Penalty: 991.951416
	Iteration 10Q: 3 clusters Score -2475940 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -2476637.750000 Penalty: 991.951416
	Iteration 11Q: 3 clusters Score -2476638 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -2477539.500000 Penalty: 991.951416
	Iteration 12Q: 3 clusters Score -2477540 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -2478442.750000 Penalty: 991.951416
	Iteration 13Q: 3 clusters Score -2478443 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -2479140.750000 Penalty: 991.951416
	Iteration 14Q: 3 clusters Score -2479141 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -2479707.250000 Penalty: 991.951416
	Iteration 15Q: 3 clusters Score -2479707 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -2480225.500000 Penalty: 991.951416
	Iteration 16Q: 3 clusters Score -2480226 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -2480707.250000 Penalty: 991.951416
	Iteration 17Q: 3 clusters Score -2480707 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -2481158.500000 Penalty: 991.951416
	Iteration 18Q: 3 clusters Score -2481158 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -2481547.250000 Penalty: 991.951416
	Iteration 19Q: 3 clusters Score -2481547 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -2481869.500000 Penalty: 991.951416
	Iteration 20F: 3 clusters Score -2481870 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -2482178.000000 Penalty: 991.951416
	Iteration 21Q: 3 clusters Score -2482178 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -2482465.500000 Penalty: 991.951416
	Iteration 22Q: 3 clusters Score -2482466 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -2482730.250000 Penalty: 991.951416
	Iteration 23Q: 3 clusters Score -2482730 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -2482952.500000 Penalty: 991.951416
	Iteration 24Q: 3 clusters Score -2482952 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -2483158.000000 Penalty: 991.951416
	Iteration 25Q: 3 clusters Score -2483158 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -2483357.250000 Penalty: 991.951416
	Iteration 26Q: 3 clusters Score -2483357 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -2483510.000000 Penalty: 991.951416
	Iteration 27Q: 3 clusters Score -2483510 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -2483641.750000 Penalty: 991.951416
	Iteration 28Q: 3 clusters Score -2483642 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -2483745.500000 Penalty: 991.951416
	Iteration 29Q: 3 clusters Score -2483746 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -2483820.250000 Penalty: 991.951416
	Iteration 30Q: 3 clusters Score -2483820 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -2483887.750000 Penalty: 991.951416
	Iteration 31Q: 3 clusters Score -2483888 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -2483953.250000 Penalty: 991.951416
	Iteration 32Q: 3 clusters Score -2483953 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -2483983.000000 Penalty: 991.951416
	Iteration 33Q: 3 clusters Score -2483983 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -2484017.750000 Penalty: 991.951416
	Iteration 34Q: 3 clusters Score -2484018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -2484044.500000 Penalty: 991.951416
	Iteration 35Q: 3 clusters Score -2484044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -2484071.750000 Penalty: 991.951416
	Iteration 36Q: 3 clusters Score -2484072 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -2484092.000000 Penalty: 991.951416
	Iteration 37Q: 3 clusters Score -2484092 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -2484117.750000 Penalty: 991.951416
	Iteration 38Q: 3 clusters Score -2484118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -2484132.750000 Penalty: 991.951416
	Iteration 39Q: 3 clusters Score -2484133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -2484142.000000 Penalty: 991.951416
	Iteration 40F: 3 clusters Score -2484142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -2484156.000000 Penalty: 991.951416
	Iteration 41Q: 3 clusters Score -2484156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -2484164.750000 Penalty: 991.951416
	Iteration 42Q: 3 clusters Score -2484165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -2484175.000000 Penalty: 991.951416
	Iteration 43Q: 3 clusters Score -2484175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -2484183.250000 Penalty: 991.951416
	Iteration 44Q: 3 clusters Score -2484183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -2484184.000000 Penalty: 991.951416
	Iteration 45Q: 3 clusters Score -2484184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -2484195.750000 Penalty: 991.951416
	Iteration 46Q: 3 clusters Score -2484196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -2484208.250000 Penalty: 991.951416
	Iteration 47Q: 3 clusters Score -2484208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -2484220.000000 Penalty: 991.951416
	Iteration 48Q: 3 clusters Score -2484220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -2484222.750000 Penalty: 991.951416
	Iteration 49Q: 3 clusters Score -2484223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -2484236.250000 Penalty: 991.951416
	Iteration 50Q: 3 clusters Score -2484236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -2484238.250000 Penalty: 991.951416
	Iteration 51Q: 3 clusters Score -2484238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -2484241.500000 Penalty: 991.951416
	Iteration 52Q: 3 clusters Score -2484242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -2484244.750000 Penalty: 991.951416
	Iteration 53Q: 3 clusters Score -2484245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -2484250.000000 Penalty: 991.951416
	Iteration 54Q: 3 clusters Score -2484250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -2484252.000000 Penalty: 991.951416
	Iteration 55Q: 3 clusters Score -2484252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -2484252.500000 Penalty: 991.951416
	Iteration 56Q: 3 clusters Score -2484252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -2484255.250000 Penalty: 991.951416
	Iteration 57Q: 3 clusters Score -2484255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -2484254.000000 Penalty: 991.951416
	Iteration 58Q: 3 clusters Score -2484254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -2484251.500000 Penalty: 991.951416
	Iteration 59Q: 3 clusters Score -2484252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -2484252.750000 Penalty: 991.951416
	Iteration 60F: 3 clusters Score -2484253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -2484253.250000 Penalty: 991.951416
	Iteration 61Q: 3 clusters Score -2484253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -2484253.250000 Penalty: 991.951416
	Iteration 62F: 3 clusters Score -2484253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -37666.707031 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -37666.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -36947.957031 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -36947.96 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37199.851562 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -37199.85 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37320.480469 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -37320.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37444.750000 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -37444.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37504.785156 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -37504.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37543.804688 Penalty: 618.205444
	Iteration 5Q: 3 clusters Score -37543.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37577.269531 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -37577.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37601.023438 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -37601.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37608.410156 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -37608.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37614.726562 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -37614.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37625.171875 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -37625.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37627.968750 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -37627.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37631.210938 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -37631.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37632.207031 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -37632.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37632.554688 Penalty: 618.205444
	Iteration 14Q: 3 clusters Score -37632.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -37633.484375 Penalty: 618.205444
	Iteration 15Q: 3 clusters Score -37633.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37633.679688 Penalty: 618.205444
	Iteration 16Q: 3 clusters Score -37633.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37633.980469 Penalty: 618.205444
	Iteration 17Q: 3 clusters Score -37633.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37633.980469 Penalty: 618.205444
	Iteration 18F: 3 clusters Score -37633.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (93538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Entering Unmasked Estep 
Score: -4500692.000000 Penalty: 520.798584
	Iteration 0F: 2 clusters Score -4500692 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 46815 members 
Entering Unmasked Estep 
Score: -4437397.500000 Penalty: 1041.597168
	Iteration 0F: 3 clusters Score -4437398 nChanged 45711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -4464068.500000 Penalty: 1041.597168
	Iteration 1F: 3 clusters Score -4464068 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -4464453.500000 Penalty: 1041.597168
	Iteration 2Q: 3 clusters Score -4464454 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -4464976.000000 Penalty: 1041.597168
	Iteration 3Q: 3 clusters Score -4464976 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -4465753.000000 Penalty: 1041.597168
	Iteration 4Q: 3 clusters Score -4465753 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -4466929.500000 Penalty: 1041.597168
	Iteration 5Q: 3 clusters Score -4466930 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -4468764.000000 Penalty: 1041.597168
	Iteration 6Q: 3 clusters Score -4468764 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -4471355.500000 Penalty: 1041.597168
	Iteration 7F: 3 clusters Score -4471356 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -4475324.000000 Penalty: 1041.597168
	Iteration 8F: 3 clusters Score -4475324 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4481124.500000 Penalty: 1041.597168
	Iteration 9F: 3 clusters Score -4481124 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -4487199.500000 Penalty: 1041.597168
	Iteration 10F: 3 clusters Score -4487200 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -4490551.500000 Penalty: 1041.597168
	Iteration 11Q: 3 clusters Score -4490552 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -4491711.000000 Penalty: 1041.597168
	Iteration 12Q: 3 clusters Score -4491711 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -4492383.000000 Penalty: 1041.597168
	Iteration 13Q: 3 clusters Score -4492383 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -4492851.000000 Penalty: 1041.597168
	Iteration 14Q: 3 clusters Score -4492851 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -4493230.500000 Penalty: 1041.597168
	Iteration 15Q: 3 clusters Score -4493230 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -4493491.500000 Penalty: 1041.597168
	Iteration 16Q: 3 clusters Score -4493492 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70806 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4493749.000000 Penalty: 1041.597168
	Iteration 17Q: 3 clusters Score -4493749 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -4494009.500000 Penalty: 1041.597168
	Iteration 18Q: 3 clusters Score -4494010 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4494287.500000 Penalty: 1041.597168
	Iteration 19Q: 3 clusters Score -4494288 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4494512.000000 Penalty: 1041.597168
	Iteration 20F: 3 clusters Score -4494512 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4494753.500000 Penalty: 1041.597168
	Iteration 21Q: 3 clusters Score -4494754 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -4494987.500000 Penalty: 1041.597168
	Iteration 22Q: 3 clusters Score -4494988 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4495240.500000 Penalty: 1041.597168
	Iteration 23Q: 3 clusters Score -4495240 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4495503.000000 Penalty: 1041.597168
	Iteration 24Q: 3 clusters Score -4495503 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4495768.500000 Penalty: 1041.597168
	Iteration 25Q: 3 clusters Score -4495768 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -4496020.500000 Penalty: 1041.597168
	Iteration 26Q: 3 clusters Score -4496020 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4496258.500000 Penalty: 1041.597168
	Iteration 27Q: 3 clusters Score -4496258 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4496519.000000 Penalty: 1041.597168
	Iteration 28Q: 3 clusters Score -4496519 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82002 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -4496784.500000 Penalty: 1041.597168
	Iteration 29Q: 3 clusters Score -4496784 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4497029.500000 Penalty: 1041.597168
	Iteration 30Q: 3 clusters Score -4497030 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83542 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -4497270.000000 Penalty: 1041.597168
	Iteration 31Q: 3 clusters Score -4497270 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4497485.500000 Penalty: 1041.597168
	Iteration 32Q: 3 clusters Score -4497486 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84870 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -4497660.500000 Penalty: 1041.597168
	Iteration 33Q: 3 clusters Score -4497660 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -4497829.000000 Penalty: 1041.597168
	Iteration 34Q: 3 clusters Score -4497829 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -4497979.000000 Penalty: 1041.597168
	Iteration 35Q: 3 clusters Score -4497979 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -4498125.000000 Penalty: 1041.597168
	Iteration 36Q: 3 clusters Score -4498125 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4498260.500000 Penalty: 1041.597168
	Iteration 37Q: 3 clusters Score -4498260 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -4498432.000000 Penalty: 1041.597168
	Iteration 38Q: 3 clusters Score -4498432 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -4498545.000000 Penalty: 1041.597168
	Iteration 39Q: 3 clusters Score -4498545 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88343 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4498699.500000 Penalty: 1041.597168
	Iteration 40F: 3 clusters Score -4498700 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -4498822.500000 Penalty: 1041.597168
	Iteration 41Q: 3 clusters Score -4498822 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89081 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -4498942.000000 Penalty: 1041.597168
	Iteration 42Q: 3 clusters Score -4498942 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89425 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4499034.000000 Penalty: 1041.597168
	Iteration 43Q: 3 clusters Score -4499034 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4499142.500000 Penalty: 1041.597168
	Iteration 44Q: 3 clusters Score -4499142 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90014 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4499241.000000 Penalty: 1041.597168
	Iteration 45Q: 3 clusters Score -4499241 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4499314.000000 Penalty: 1041.597168
	Iteration 46Q: 3 clusters Score -4499314 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4499380.000000 Penalty: 1041.597168
	Iteration 47Q: 3 clusters Score -4499380 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4499448.500000 Penalty: 1041.597168
	Iteration 48Q: 3 clusters Score -4499448 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90920 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4499511.000000 Penalty: 1041.597168
	Iteration 49Q: 3 clusters Score -4499511 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91107 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4499575.000000 Penalty: 1041.597168
	Iteration 50Q: 3 clusters Score -4499575 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4499615.000000 Penalty: 1041.597168
	Iteration 51Q: 3 clusters Score -4499615 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4499667.500000 Penalty: 1041.597168
	Iteration 52Q: 3 clusters Score -4499668 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4499717.000000 Penalty: 1041.597168
	Iteration 53Q: 3 clusters Score -4499717 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4499771.000000 Penalty: 1041.597168
	Iteration 54Q: 3 clusters Score -4499771 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4499814.500000 Penalty: 1041.597168
	Iteration 55Q: 3 clusters Score -4499814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4499844.500000 Penalty: 1041.597168
	Iteration 56Q: 3 clusters Score -4499844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92057 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4499864.500000 Penalty: 1041.597168
	Iteration 57Q: 3 clusters Score -4499864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4499885.000000 Penalty: 1041.597168
	Iteration 58Q: 3 clusters Score -4499885 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4499922.500000 Penalty: 1041.597168
	Iteration 59Q: 3 clusters Score -4499922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92299 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4499943.500000 Penalty: 1041.597168
	Iteration 60F: 3 clusters Score -4499944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4499950.500000 Penalty: 1041.597168
	Iteration 61Q: 3 clusters Score -4499950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4499974.000000 Penalty: 1041.597168
	Iteration 62Q: 3 clusters Score -4499974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4499985.500000 Penalty: 1041.597168
	Iteration 63Q: 3 clusters Score -4499986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4499988.500000 Penalty: 1041.597168
	Iteration 64Q: 3 clusters Score -4499988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92555 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4499994.500000 Penalty: 1041.597168
	Iteration 65Q: 3 clusters Score -4499994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4500010.500000 Penalty: 1041.597168
	Iteration 66Q: 3 clusters Score -4500010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4500027.500000 Penalty: 1041.597168
	Iteration 67Q: 3 clusters Score -4500028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4500038.500000 Penalty: 1041.597168
	Iteration 68Q: 3 clusters Score -4500038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4500047.000000 Penalty: 1041.597168
	Iteration 69Q: 3 clusters Score -4500047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4500056.500000 Penalty: 1041.597168
	Iteration 70Q: 3 clusters Score -4500056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4500060.500000 Penalty: 1041.597168
	Iteration 71Q: 3 clusters Score -4500060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4500070.000000 Penalty: 1041.597168
	Iteration 72Q: 3 clusters Score -4500070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4500077.500000 Penalty: 1041.597168
	Iteration 73Q: 3 clusters Score -4500078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4500084.000000 Penalty: 1041.597168
	Iteration 74Q: 3 clusters Score -4500084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4500096.500000 Penalty: 1041.597168
	Iteration 75Q: 3 clusters Score -4500096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4500106.500000 Penalty: 1041.597168
	Iteration 76Q: 3 clusters Score -4500106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92904 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4500115.500000 Penalty: 1041.597168
	Iteration 77Q: 3 clusters Score -4500116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4500118.000000 Penalty: 1041.597168
	Iteration 78Q: 3 clusters Score -4500118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4500125.500000 Penalty: 1041.597168
	Iteration 79Q: 3 clusters Score -4500126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4500128.000000 Penalty: 1041.597168
	Iteration 80F: 3 clusters Score -4500128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4500128.000000 Penalty: 1041.597168
	Iteration 81Q: 3 clusters Score -4500128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4500130.500000 Penalty: 1041.597168
	Iteration 82Q: 3 clusters Score -4500130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92958 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4500126.500000 Penalty: 1041.597168
	Iteration 83Q: 3 clusters Score -4500126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4500130.500000 Penalty: 1041.597168
	Iteration 84Q: 3 clusters Score -4500130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4500126.000000 Penalty: 1041.597168
	Iteration 85Q: 3 clusters Score -4500126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4500127.000000 Penalty: 1041.597168
	Iteration 86Q: 3 clusters Score -4500127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4500127.000000 Penalty: 1041.597168
	Iteration 87Q: 3 clusters Score -4500127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4500127.000000 Penalty: 1041.597168
	Iteration 88Q: 3 clusters Score -4500127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4500131.500000 Penalty: 1041.597168
	Iteration 89Q: 3 clusters Score -4500132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4500133.000000 Penalty: 1041.597168
	Iteration 90Q: 3 clusters Score -4500133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4500133.500000 Penalty: 1041.597168
	Iteration 91Q: 3 clusters Score -4500134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4500138.000000 Penalty: 1041.597168
	Iteration 92Q: 3 clusters Score -4500138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4500138.000000 Penalty: 1041.597168
	Iteration 93Q: 3 clusters Score -4500138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4500141.500000 Penalty: 1041.597168
	Iteration 94Q: 3 clusters Score -4500142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4500150.000000 Penalty: 1041.597168
	Iteration 95Q: 3 clusters Score -4500150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4500150.500000 Penalty: 1041.597168
	Iteration 96Q: 3 clusters Score -4500150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4500142.000000 Penalty: 1041.597168
	Iteration 97Q: 3 clusters Score -4500142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4500151.500000 Penalty: 1041.597168
	Iteration 98Q: 3 clusters Score -4500152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4500159.500000 Penalty: 1041.597168
	Iteration 99Q: 3 clusters Score -4500160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4500168.000000 Penalty: 1041.597168
	Iteration 100F: 3 clusters Score -4500168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4500178.000000 Penalty: 1041.597168
	Iteration 101Q: 3 clusters Score -4500178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93120 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4500195.500000 Penalty: 1041.597168
	Iteration 102Q: 3 clusters Score -4500196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4500200.500000 Penalty: 1041.597168
	Iteration 103Q: 3 clusters Score -4500200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4500208.500000 Penalty: 1041.597168
	Iteration 104Q: 3 clusters Score -4500208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93177 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4500220.500000 Penalty: 1041.597168
	Iteration 105Q: 3 clusters Score -4500220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4500226.500000 Penalty: 1041.597168
	Iteration 106Q: 3 clusters Score -4500226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93205 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4500232.500000 Penalty: 1041.597168
	Iteration 107Q: 3 clusters Score -4500232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4500233.500000 Penalty: 1041.597168
	Iteration 108Q: 3 clusters Score -4500234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4500233.500000 Penalty: 1041.597168
	Iteration 109Q: 3 clusters Score -4500234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4500236.500000 Penalty: 1041.597168
	Iteration 110Q: 3 clusters Score -4500236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93236 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4500234.500000 Penalty: 1041.597168
	Iteration 111Q: 3 clusters Score -4500234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4500237.000000 Penalty: 1041.597168
	Iteration 112Q: 3 clusters Score -4500237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4500238.000000 Penalty: 1041.597168
	Iteration 113Q: 3 clusters Score -4500238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4500239.000000 Penalty: 1041.597168
	Iteration 114Q: 3 clusters Score -4500239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93251 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4500237.500000 Penalty: 1041.597168
	Iteration 115Q: 3 clusters Score -4500238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93251 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4500237.500000 Penalty: 1041.597168
	Iteration 116F: 3 clusters Score -4500238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -117083.875000 Penalty: 353.564362
	Iteration 0F: 2 clusters Score -117083.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -115421.382812 Penalty: 707.128723
	Iteration 0F: 3 clusters Score -115421.4 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -115968.695312 Penalty: 707.128723
	Iteration 1F: 3 clusters Score -115968.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -116069.585938 Penalty: 707.128723
	Iteration 2F: 3 clusters Score -116069.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -116154.109375 Penalty: 707.128723
	Iteration 3F: 3 clusters Score -116154.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -116235.859375 Penalty: 707.128723
	Iteration 4F: 3 clusters Score -116235.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -116319.585938 Penalty: 707.128723
	Iteration 5F: 3 clusters Score -116319.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -116405.804688 Penalty: 707.128723
	Iteration 6F: 3 clusters Score -116405.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -116493.273438 Penalty: 707.128723
	Iteration 7F: 3 clusters Score -116493.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -116548.257812 Penalty: 707.128723
	Iteration 8Q: 3 clusters Score -116548.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -116576.250000 Penalty: 707.128723
	Iteration 9Q: 3 clusters Score -116576.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -116585.421875 Penalty: 707.128723
	Iteration 10Q: 3 clusters Score -116585.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -116591.609375 Penalty: 707.128723
	Iteration 11Q: 3 clusters Score -116591.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -116594.273438 Penalty: 707.128723
	Iteration 12Q: 3 clusters Score -116594.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -116597.195312 Penalty: 707.128723
	Iteration 13Q: 3 clusters Score -116597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -116600.640625 Penalty: 707.128723
	Iteration 14Q: 3 clusters Score -116600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -116602.039062 Penalty: 707.128723
	Iteration 15Q: 3 clusters Score -116602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -116603.695312 Penalty: 707.128723
	Iteration 16Q: 3 clusters Score -116603.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -116605.117188 Penalty: 707.128723
	Iteration 17Q: 3 clusters Score -116605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -116605.453125 Penalty: 707.128723
	Iteration 18Q: 3 clusters Score -116605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -116608.382812 Penalty: 707.128723
	Iteration 19Q: 3 clusters Score -116608.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -116616.820312 Penalty: 707.128723
	Iteration 20F: 3 clusters Score -116616.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -116625.070312 Penalty: 707.128723
	Iteration 21Q: 3 clusters Score -116625.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -116634.679688 Penalty: 707.128723
	Iteration 22Q: 3 clusters Score -116634.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -116642.968750 Penalty: 707.128723
	Iteration 23Q: 3 clusters Score -116643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -116652.179688 Penalty: 707.128723
	Iteration 24Q: 3 clusters Score -116652.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -116659.914062 Penalty: 707.128723
	Iteration 25Q: 3 clusters Score -116659.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -116668.195312 Penalty: 707.128723
	Iteration 26Q: 3 clusters Score -116668.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -116678.679688 Penalty: 707.128723
	Iteration 27Q: 3 clusters Score -116678.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -116689.265625 Penalty: 707.128723
	Iteration 28Q: 3 clusters Score -116689.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -116702.773438 Penalty: 707.128723
	Iteration 29Q: 3 clusters Score -116702.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -116713.234375 Penalty: 707.128723
	Iteration 30Q: 3 clusters Score -116713.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -116722.390625 Penalty: 707.128723
	Iteration 31Q: 3 clusters Score -116722.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -116735.234375 Penalty: 707.128723
	Iteration 32Q: 3 clusters Score -116735.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116747.296875 Penalty: 707.128723
	Iteration 33Q: 3 clusters Score -116747.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116756.757812 Penalty: 707.128723
	Iteration 34Q: 3 clusters Score -116756.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -116761.804688 Penalty: 707.128723
	Iteration 35Q: 3 clusters Score -116761.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116766.039062 Penalty: 707.128723
	Iteration 36Q: 3 clusters Score -116766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -116767.281250 Penalty: 707.128723
	Iteration 37Q: 3 clusters Score -116767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -116768.304688 Penalty: 707.128723
	Iteration 38Q: 3 clusters Score -116768.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -116768.703125 Penalty: 707.128723
	Iteration 39Q: 3 clusters Score -116768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116769.257812 Penalty: 707.128723
	Iteration 40F: 3 clusters Score -116769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -116769.437500 Penalty: 707.128723
	Iteration 41Q: 3 clusters Score -116769.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -116769.437500 Penalty: 707.128723
	Iteration 42F: 3 clusters Score -116769.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Entering Unmasked Estep 
Score: -270669.156250 Penalty: 394.261871
	Iteration 0F: 2 clusters Score -270669.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -266742.187500 Penalty: 788.523743
	Iteration 0F: 3 clusters Score -266742.2 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -268263.031250 Penalty: 788.523743
	Iteration 1F: 3 clusters Score -268263 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -268488.781250 Penalty: 788.523743
	Iteration 2F: 3 clusters Score -268488.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -268741.187500 Penalty: 788.523743
	Iteration 3F: 3 clusters Score -268741.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -269043.687500 Penalty: 788.523743
	Iteration 4F: 3 clusters Score -269043.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -269374.656250 Penalty: 788.523743
	Iteration 5F: 3 clusters Score -269374.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -269716.656250 Penalty: 788.523743
	Iteration 6F: 3 clusters Score -269716.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -269954.906250 Penalty: 788.523743
	Iteration 7Q: 3 clusters Score -269954.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -270063.031250 Penalty: 788.523743
	Iteration 8Q: 3 clusters Score -270063 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -270134.906250 Penalty: 788.523743
	Iteration 9Q: 3 clusters Score -270134.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -270175.375000 Penalty: 788.523743
	Iteration 10Q: 3 clusters Score -270175.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -270194.343750 Penalty: 788.523743
	Iteration 11Q: 3 clusters Score -270194.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -270208.406250 Penalty: 788.523743
	Iteration 12Q: 3 clusters Score -270208.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -270225.281250 Penalty: 788.523743
	Iteration 13Q: 3 clusters Score -270225.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -270238.812500 Penalty: 788.523743
	Iteration 14Q: 3 clusters Score -270238.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -270248.625000 Penalty: 788.523743
	Iteration 15Q: 3 clusters Score -270248.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -270256.437500 Penalty: 788.523743
	Iteration 16Q: 3 clusters Score -270256.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -270264.562500 Penalty: 788.523743
	Iteration 17Q: 3 clusters Score -270264.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -270273.562500 Penalty: 788.523743
	Iteration 18Q: 3 clusters Score -270273.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -270289.375000 Penalty: 788.523743
	Iteration 19Q: 3 clusters Score -270289.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -270300.718750 Penalty: 788.523743
	Iteration 20F: 3 clusters Score -270300.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -270313.687500 Penalty: 788.523743
	Iteration 21Q: 3 clusters Score -270313.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -270329.000000 Penalty: 788.523743
	Iteration 22Q: 3 clusters Score -270329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -270340.500000 Penalty: 788.523743
	Iteration 23Q: 3 clusters Score -270340.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -270352.718750 Penalty: 788.523743
	Iteration 24Q: 3 clusters Score -270352.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -270359.625000 Penalty: 788.523743
	Iteration 25Q: 3 clusters Score -270359.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -270363.218750 Penalty: 788.523743
	Iteration 26Q: 3 clusters Score -270363.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -270364.656250 Penalty: 788.523743
	Iteration 27Q: 3 clusters Score -270364.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -270367.250000 Penalty: 788.523743
	Iteration 28Q: 3 clusters Score -270367.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -270369.187500 Penalty: 788.523743
	Iteration 29Q: 3 clusters Score -270369.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -270372.781250 Penalty: 788.523743
	Iteration 30Q: 3 clusters Score -270372.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -270374.406250 Penalty: 788.523743
	Iteration 31Q: 3 clusters Score -270374.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -270376.750000 Penalty: 788.523743
	Iteration 32Q: 3 clusters Score -270376.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -270378.500000 Penalty: 788.523743
	Iteration 33Q: 3 clusters Score -270378.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -270379.656250 Penalty: 788.523743
	Iteration 34Q: 3 clusters Score -270379.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -270380.031250 Penalty: 788.523743
	Iteration 35Q: 3 clusters Score -270380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -270381.531250 Penalty: 788.523743
	Iteration 36Q: 3 clusters Score -270381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -270382.312500 Penalty: 788.523743
	Iteration 37Q: 3 clusters Score -270382.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -270383.250000 Penalty: 788.523743
	Iteration 38Q: 3 clusters Score -270383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -270384.656250 Penalty: 788.523743
	Iteration 39Q: 3 clusters Score -270384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -270386.000000 Penalty: 788.523743
	Iteration 40F: 3 clusters Score -270386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -270388.312500 Penalty: 788.523743
	Iteration 41Q: 3 clusters Score -270388.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -270390.468750 Penalty: 788.523743
	Iteration 42Q: 3 clusters Score -270390.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -270394.093750 Penalty: 788.523743
	Iteration 43Q: 3 clusters Score -270394.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -270395.843750 Penalty: 788.523743
	Iteration 44Q: 3 clusters Score -270395.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -270396.093750 Penalty: 788.523743
	Iteration 45Q: 3 clusters Score -270396.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -270397.375000 Penalty: 788.523743
	Iteration 46Q: 3 clusters Score -270397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -270399.156250 Penalty: 788.523743
	Iteration 47Q: 3 clusters Score -270399.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -270400.656250 Penalty: 788.523743
	Iteration 48Q: 3 clusters Score -270400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -270401.468750 Penalty: 788.523743
	Iteration 49Q: 3 clusters Score -270401.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -270403.031250 Penalty: 788.523743
	Iteration 50Q: 3 clusters Score -270403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -270404.125000 Penalty: 788.523743
	Iteration 51Q: 3 clusters Score -270404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -270404.343750 Penalty: 788.523743
	Iteration 52Q: 3 clusters Score -270404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -270405.156250 Penalty: 788.523743
	Iteration 53Q: 3 clusters Score -270405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -270405.125000 Penalty: 788.523743
	Iteration 54Q: 3 clusters Score -270405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -270405.625000 Penalty: 788.523743
	Iteration 55Q: 3 clusters Score -270405.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -270406.031250 Penalty: 788.523743
	Iteration 56Q: 3 clusters Score -270406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -270406.187500 Penalty: 788.523743
	Iteration 57Q: 3 clusters Score -270406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -270405.687500 Penalty: 788.523743
	Iteration 58Q: 3 clusters Score -270405.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -270406.906250 Penalty: 788.523743
	Iteration 59Q: 3 clusters Score -270406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -270407.062500 Penalty: 788.523743
	Iteration 60F: 3 clusters Score -270407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -270407.000000 Penalty: 788.523743
	Iteration 61Q: 3 clusters Score -270407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -270407.906250 Penalty: 788.523743
	Iteration 62Q: 3 clusters Score -270407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -270408.062500 Penalty: 788.523743
	Iteration 63Q: 3 clusters Score -270408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -270410.500000 Penalty: 788.523743
	Iteration 64Q: 3 clusters Score -270410.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -270411.843750 Penalty: 788.523743
	Iteration 65Q: 3 clusters Score -270411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -270414.093750 Penalty: 788.523743
	Iteration 66Q: 3 clusters Score -270414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -270414.093750 Penalty: 788.523743
	Iteration 67Q: 3 clusters Score -270414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -270414.562500 Penalty: 788.523743
	Iteration 68Q: 3 clusters Score -270414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -270414.718750 Penalty: 788.523743
	Iteration 69Q: 3 clusters Score -270414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -270414.906250 Penalty: 788.523743
	Iteration 70Q: 3 clusters Score -270414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -270414.843750 Penalty: 788.523743
	Iteration 71Q: 3 clusters Score -270414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -270414.843750 Penalty: 788.523743
	Iteration 72F: 3 clusters Score -270414.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Entering Unmasked Estep 
Score: -646933.437500 Penalty: 431.179260
	Iteration 0F: 2 clusters Score -646933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -638209.750000 Penalty: 862.358521
	Iteration 0F: 3 clusters Score -638209.8 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -641663.250000 Penalty: 862.358521
	Iteration 1F: 3 clusters Score -641663.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -641822.875000 Penalty: 862.358521
	Iteration 2Q: 3 clusters Score -641822.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -641999.562500 Penalty: 862.358521
	Iteration 3Q: 3 clusters Score -641999.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -642209.062500 Penalty: 862.358521
	Iteration 4Q: 3 clusters Score -642209.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -642542.000000 Penalty: 862.358521
	Iteration 5Q: 3 clusters Score -642542 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -643036.250000 Penalty: 862.358521
	Iteration 6F: 3 clusters Score -643036.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -643575.937500 Penalty: 862.358521
	Iteration 7F: 3 clusters Score -643575.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -643924.750000 Penalty: 862.358521
	Iteration 8F: 3 clusters Score -643924.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -644059.937500 Penalty: 862.358521
	Iteration 9Q: 3 clusters Score -644059.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -644094.375000 Penalty: 862.358521
	Iteration 10Q: 3 clusters Score -644094.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -644113.437500 Penalty: 862.358521
	Iteration 11Q: 3 clusters Score -644113.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -644132.375000 Penalty: 862.358521
	Iteration 12Q: 3 clusters Score -644132.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -644150.250000 Penalty: 862.358521
	Iteration 13Q: 3 clusters Score -644150.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -644174.687500 Penalty: 862.358521
	Iteration 14Q: 3 clusters Score -644174.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -644205.437500 Penalty: 862.358521
	Iteration 15Q: 3 clusters Score -644205.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -644239.625000 Penalty: 862.358521
	Iteration 16Q: 3 clusters Score -644239.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -644284.062500 Penalty: 862.358521
	Iteration 17Q: 3 clusters Score -644284.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -644328.125000 Penalty: 862.358521
	Iteration 18Q: 3 clusters Score -644328.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -644376.937500 Penalty: 862.358521
	Iteration 19Q: 3 clusters Score -644376.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -644428.000000 Penalty: 862.358521
	Iteration 20F: 3 clusters Score -644428 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -644479.812500 Penalty: 862.358521
	Iteration 21Q: 3 clusters Score -644479.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -644534.625000 Penalty: 862.358521
	Iteration 22Q: 3 clusters Score -644534.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -644602.062500 Penalty: 862.358521
	Iteration 23Q: 3 clusters Score -644602.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -644696.312500 Penalty: 862.358521
	Iteration 24Q: 3 clusters Score -644696.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -644809.812500 Penalty: 862.358521
	Iteration 25Q: 3 clusters Score -644809.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -644928.187500 Penalty: 862.358521
	Iteration 26Q: 3 clusters Score -644928.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -645053.187500 Penalty: 862.358521
	Iteration 27Q: 3 clusters Score -645053.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -645181.000000 Penalty: 862.358521
	Iteration 28Q: 3 clusters Score -645181 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -645316.875000 Penalty: 862.358521
	Iteration 29Q: 3 clusters Score -645316.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -645468.062500 Penalty: 862.358521
	Iteration 30Q: 3 clusters Score -645468.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -645627.750000 Penalty: 862.358521
	Iteration 31Q: 3 clusters Score -645627.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -645786.437500 Penalty: 862.358521
	Iteration 32Q: 3 clusters Score -645786.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -645936.312500 Penalty: 862.358521
	Iteration 33Q: 3 clusters Score -645936.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -646067.062500 Penalty: 862.358521
	Iteration 34Q: 3 clusters Score -646067.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -646159.062500 Penalty: 862.358521
	Iteration 35Q: 3 clusters Score -646159.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -646241.312500 Penalty: 862.358521
	Iteration 36Q: 3 clusters Score -646241.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -646306.062500 Penalty: 862.358521
	Iteration 37Q: 3 clusters Score -646306.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -646373.687500 Penalty: 862.358521
	Iteration 38Q: 3 clusters Score -646373.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -646432.500000 Penalty: 862.358521
	Iteration 39Q: 3 clusters Score -646432.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -646483.812500 Penalty: 862.358521
	Iteration 40F: 3 clusters Score -646483.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -646513.500000 Penalty: 862.358521
	Iteration 41Q: 3 clusters Score -646513.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -646534.312500 Penalty: 862.358521
	Iteration 42Q: 3 clusters Score -646534.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -646542.062500 Penalty: 862.358521
	Iteration 43Q: 3 clusters Score -646542.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -646545.125000 Penalty: 862.358521
	Iteration 44Q: 3 clusters Score -646545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -646546.875000 Penalty: 862.358521
	Iteration 45Q: 3 clusters Score -646546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -646549.187500 Penalty: 862.358521
	Iteration 46Q: 3 clusters Score -646549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -646550.562500 Penalty: 862.358521
	Iteration 47Q: 3 clusters Score -646550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -646554.375000 Penalty: 862.358521
	Iteration 48Q: 3 clusters Score -646554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -646553.937500 Penalty: 862.358521
	Iteration 49Q: 3 clusters Score -646553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -646553.937500 Penalty: 862.358521
	Iteration 50F: 3 clusters Score -646553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7457.192871 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7457.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7206.204590 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -7206.205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7258.538086 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -7258.538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7271.693359 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -7271.693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7280.327637 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -7280.328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7280.327637 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -7280.328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -12869.886719 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -12869.89 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 191 members 
Entering Unmasked Estep 
Score: -12494.655273 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -12494.66 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -12609.412109 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -12609.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12639.246094 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -12639.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -12653.915039 Penalty: 533.848572
	Iteration 3F: 3 clusters Score -12653.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12663.500977 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -12663.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -12678.320312 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -12678.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12687.614258 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -12687.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12695.050781 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -12695.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12700.728516 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -12700.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12707.783203 Penalty: 533.848572
	Iteration 9Q: 3 clusters Score -12707.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12714.690430 Penalty: 533.848572
	Iteration 10Q: 3 clusters Score -12714.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12718.734375 Penalty: 533.848572
	Iteration 11Q: 3 clusters Score -12718.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12721.993164 Penalty: 533.848572
	Iteration 12Q: 3 clusters Score -12721.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12725.477539 Penalty: 533.848572
	Iteration 13Q: 3 clusters Score -12725.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12731.280273 Penalty: 533.848572
	Iteration 14Q: 3 clusters Score -12731.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12736.787109 Penalty: 533.848572
	Iteration 15Q: 3 clusters Score -12736.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12740.563477 Penalty: 533.848572
	Iteration 16Q: 3 clusters Score -12740.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12745.141602 Penalty: 533.848572
	Iteration 17Q: 3 clusters Score -12745.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12747.854492 Penalty: 533.848572
	Iteration 18Q: 3 clusters Score -12747.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12751.957031 Penalty: 533.848572
	Iteration 19Q: 3 clusters Score -12751.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12755.254883 Penalty: 533.848572
	Iteration 20F: 3 clusters Score -12755.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12756.861328 Penalty: 533.848572
	Iteration 21Q: 3 clusters Score -12756.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12757.542969 Penalty: 533.848572
	Iteration 22Q: 3 clusters Score -12757.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12759.250977 Penalty: 533.848572
	Iteration 23Q: 3 clusters Score -12759.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12761.204102 Penalty: 533.848572
	Iteration 24Q: 3 clusters Score -12761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12761.204102 Penalty: 533.848572
	Iteration 25F: 3 clusters Score -12761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -50266.855469 Penalty: 315.999817
	Iteration 0F: 2 clusters Score -50266.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -49442.941406 Penalty: 631.999634
	Iteration 0F: 3 clusters Score -49442.94 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -49678.214844 Penalty: 631.999634
	Iteration 1F: 3 clusters Score -49678.21 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -49715.046875 Penalty: 631.999634
	Iteration 2F: 3 clusters Score -49715.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -49735.949219 Penalty: 631.999634
	Iteration 3Q: 3 clusters Score -49735.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -49770.617188 Penalty: 631.999634
	Iteration 4Q: 3 clusters Score -49770.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -49799.535156 Penalty: 631.999634
	Iteration 5Q: 3 clusters Score -49799.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -49839.480469 Penalty: 631.999634
	Iteration 6Q: 3 clusters Score -49839.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -49876.152344 Penalty: 631.999634
	Iteration 7Q: 3 clusters Score -49876.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -49908.527344 Penalty: 631.999634
	Iteration 8Q: 3 clusters Score -49908.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -49923.984375 Penalty: 631.999634
	Iteration 9Q: 3 clusters Score -49923.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -49935.105469 Penalty: 631.999634
	Iteration 10Q: 3 clusters Score -49935.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -49947.640625 Penalty: 631.999634
	Iteration 11Q: 3 clusters Score -49947.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -49959.054688 Penalty: 631.999634
	Iteration 12Q: 3 clusters Score -49959.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -49965.558594 Penalty: 631.999634
	Iteration 13Q: 3 clusters Score -49965.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -49970.234375 Penalty: 631.999634
	Iteration 14Q: 3 clusters Score -49970.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -49975.667969 Penalty: 631.999634
	Iteration 15Q: 3 clusters Score -49975.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -49979.632812 Penalty: 631.999634
	Iteration 16Q: 3 clusters Score -49979.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -49982.289062 Penalty: 631.999634
	Iteration 17Q: 3 clusters Score -49982.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -49985.945312 Penalty: 631.999634
	Iteration 18Q: 3 clusters Score -49985.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -49988.128906 Penalty: 631.999634
	Iteration 19Q: 3 clusters Score -49988.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -49990.789062 Penalty: 631.999634
	Iteration 20F: 3 clusters Score -49990.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -49991.621094 Penalty: 631.999634
	Iteration 21Q: 3 clusters Score -49991.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -49992.253906 Penalty: 631.999634
	Iteration 22Q: 3 clusters Score -49992.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -49992.664062 Penalty: 631.999634
	Iteration 23Q: 3 clusters Score -49992.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -49992.664062 Penalty: 631.999634
	Iteration 24F: 3 clusters Score -49992.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -178733.437500 Penalty: 376.691620
	Iteration 0F: 2 clusters Score -178733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -176008.062500 Penalty: 753.383240
	Iteration 0F: 3 clusters Score -176008.1 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -176924.218750 Penalty: 753.383240
	Iteration 1F: 3 clusters Score -176924.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -177013.515625 Penalty: 753.383240
	Iteration 2F: 3 clusters Score -177013.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -177073.921875 Penalty: 753.383240
	Iteration 3Q: 3 clusters Score -177073.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -177123.765625 Penalty: 753.383240
	Iteration 4Q: 3 clusters Score -177123.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -177166.171875 Penalty: 753.383240
	Iteration 5Q: 3 clusters Score -177166.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -177206.406250 Penalty: 753.383240
	Iteration 6Q: 3 clusters Score -177206.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -177255.234375 Penalty: 753.383240
	Iteration 7Q: 3 clusters Score -177255.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -177324.453125 Penalty: 753.383240
	Iteration 8Q: 3 clusters Score -177324.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -177429.093750 Penalty: 753.383240
	Iteration 9Q: 3 clusters Score -177429.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -177605.968750 Penalty: 753.383240
	Iteration 10Q: 3 clusters Score -177606 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -177815.906250 Penalty: 753.383240
	Iteration 11F: 3 clusters Score -177815.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -177971.328125 Penalty: 753.383240
	Iteration 12F: 3 clusters Score -177971.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -178069.671875 Penalty: 753.383240
	Iteration 13Q: 3 clusters Score -178069.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -178145.421875 Penalty: 753.383240
	Iteration 14Q: 3 clusters Score -178145.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -178200.171875 Penalty: 753.383240
	Iteration 15Q: 3 clusters Score -178200.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -178239.828125 Penalty: 753.383240
	Iteration 16Q: 3 clusters Score -178239.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -178271.078125 Penalty: 753.383240
	Iteration 17Q: 3 clusters Score -178271.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -178293.562500 Penalty: 753.383240
	Iteration 18Q: 3 clusters Score -178293.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -178314.062500 Penalty: 753.383240
	Iteration 19Q: 3 clusters Score -178314.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -178342.109375 Penalty: 753.383240
	Iteration 20F: 3 clusters Score -178342.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -178368.296875 Penalty: 753.383240
	Iteration 21Q: 3 clusters Score -178368.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -178387.218750 Penalty: 753.383240
	Iteration 22Q: 3 clusters Score -178387.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -178395.468750 Penalty: 753.383240
	Iteration 23Q: 3 clusters Score -178395.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -178400.765625 Penalty: 753.383240
	Iteration 24Q: 3 clusters Score -178400.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -178407.265625 Penalty: 753.383240
	Iteration 25Q: 3 clusters Score -178407.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -178410.281250 Penalty: 753.383240
	Iteration 26Q: 3 clusters Score -178410.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -178413.609375 Penalty: 753.383240
	Iteration 27Q: 3 clusters Score -178413.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -178417.031250 Penalty: 753.383240
	Iteration 28Q: 3 clusters Score -178417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -178422.343750 Penalty: 753.383240
	Iteration 29Q: 3 clusters Score -178422.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -178427.828125 Penalty: 753.383240
	Iteration 30Q: 3 clusters Score -178427.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -178432.734375 Penalty: 753.383240
	Iteration 31Q: 3 clusters Score -178432.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -178436.843750 Penalty: 753.383240
	Iteration 32Q: 3 clusters Score -178436.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -178441.906250 Penalty: 753.383240
	Iteration 33Q: 3 clusters Score -178441.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -178446.515625 Penalty: 753.383240
	Iteration 34Q: 3 clusters Score -178446.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -178450.953125 Penalty: 753.383240
	Iteration 35Q: 3 clusters Score -178451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -178455.968750 Penalty: 753.383240
	Iteration 36Q: 3 clusters Score -178456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -178457.734375 Penalty: 753.383240
	Iteration 37Q: 3 clusters Score -178457.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -178459.125000 Penalty: 753.383240
	Iteration 38Q: 3 clusters Score -178459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -178459.109375 Penalty: 753.383240
	Iteration 39Q: 3 clusters Score -178459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -178459.437500 Penalty: 753.383240
	Iteration 40F: 3 clusters Score -178459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -178460.765625 Penalty: 753.383240
	Iteration 41Q: 3 clusters Score -178460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -178461.187500 Penalty: 753.383240
	Iteration 42Q: 3 clusters Score -178461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -178461.640625 Penalty: 753.383240
	Iteration 43Q: 3 clusters Score -178461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -178462.187500 Penalty: 753.383240
	Iteration 44Q: 3 clusters Score -178462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -178464.500000 Penalty: 753.383240
	Iteration 45Q: 3 clusters Score -178464.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -178465.640625 Penalty: 753.383240
	Iteration 46Q: 3 clusters Score -178465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -178466.125000 Penalty: 753.383240
	Iteration 47Q: 3 clusters Score -178466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -178467.421875 Penalty: 753.383240
	Iteration 48Q: 3 clusters Score -178467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -178467.796875 Penalty: 753.383240
	Iteration 49Q: 3 clusters Score -178467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -178467.921875 Penalty: 753.383240
	Iteration 50Q: 3 clusters Score -178467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -178468.046875 Penalty: 753.383240
	Iteration 51Q: 3 clusters Score -178468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -178468.156250 Penalty: 753.383240
	Iteration 52Q: 3 clusters Score -178468.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -178468.156250 Penalty: 753.383240
	Iteration 53F: 3 clusters Score -178468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -123283.265625 Penalty: 357.480164
	Iteration 0F: 2 clusters Score -123283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -121463.820312 Penalty: 714.960327
	Iteration 0F: 3 clusters Score -121463.8 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -122292.656250 Penalty: 714.960327
	Iteration 1F: 3 clusters Score -122292.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -122464.789062 Penalty: 714.960327
	Iteration 2F: 3 clusters Score -122464.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -122618.070312 Penalty: 714.960327
	Iteration 3F: 3 clusters Score -122618.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -122736.125000 Penalty: 714.960327
	Iteration 4F: 3 clusters Score -122736.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -122838.406250 Penalty: 714.960327
	Iteration 5Q: 3 clusters Score -122838.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -122912.632812 Penalty: 714.960327
	Iteration 6Q: 3 clusters Score -122912.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -122952.031250 Penalty: 714.960327
	Iteration 7Q: 3 clusters Score -122952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -122978.984375 Penalty: 714.960327
	Iteration 8Q: 3 clusters Score -122979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -122995.617188 Penalty: 714.960327
	Iteration 9Q: 3 clusters Score -122995.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -123008.757812 Penalty: 714.960327
	Iteration 10Q: 3 clusters Score -123008.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -123017.062500 Penalty: 714.960327
	Iteration 11Q: 3 clusters Score -123017.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -123021.937500 Penalty: 714.960327
	Iteration 12Q: 3 clusters Score -123021.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -123024.429688 Penalty: 714.960327
	Iteration 13Q: 3 clusters Score -123024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -123026.359375 Penalty: 714.960327
	Iteration 14Q: 3 clusters Score -123026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -123026.601562 Penalty: 714.960327
	Iteration 15Q: 3 clusters Score -123026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -123026.632812 Penalty: 714.960327
	Iteration 16Q: 3 clusters Score -123026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -123026.632812 Penalty: 714.960327
	Iteration 17F: 3 clusters Score -123026.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Entering Unmasked Estep 
Score: -285466.500000 Penalty: 396.325714
	Iteration 0F: 2 clusters Score -285466.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -281418.218750 Penalty: 792.651428
	Iteration 0F: 3 clusters Score -281418.2 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -282775.093750 Penalty: 792.651428
	Iteration 1F: 3 clusters Score -282775.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -282854.937500 Penalty: 792.651428
	Iteration 2Q: 3 clusters Score -282854.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -282961.437500 Penalty: 792.651428
	Iteration 3Q: 3 clusters Score -282961.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -283112.343750 Penalty: 792.651428
	Iteration 4Q: 3 clusters Score -283112.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -283330.156250 Penalty: 792.651428
	Iteration 5F: 3 clusters Score -283330.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -283611.031250 Penalty: 792.651428
	Iteration 6F: 3 clusters Score -283611 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -283959.906250 Penalty: 792.651428
	Iteration 7F: 3 clusters Score -283959.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -284322.531250 Penalty: 792.651428
	Iteration 8F: 3 clusters Score -284322.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -284609.031250 Penalty: 792.651428
	Iteration 9Q: 3 clusters Score -284609 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -284765.531250 Penalty: 792.651428
	Iteration 10Q: 3 clusters Score -284765.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -284867.718750 Penalty: 792.651428
	Iteration 11Q: 3 clusters Score -284867.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -284928.875000 Penalty: 792.651428
	Iteration 12Q: 3 clusters Score -284928.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -284985.187500 Penalty: 792.651428
	Iteration 13Q: 3 clusters Score -284985.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -285031.531250 Penalty: 792.651428
	Iteration 14Q: 3 clusters Score -285031.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -285061.718750 Penalty: 792.651428
	Iteration 15Q: 3 clusters Score -285061.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -285083.031250 Penalty: 792.651428
	Iteration 16Q: 3 clusters Score -285083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -285099.812500 Penalty: 792.651428
	Iteration 17Q: 3 clusters Score -285099.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -285110.156250 Penalty: 792.651428
	Iteration 18Q: 3 clusters Score -285110.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -285119.218750 Penalty: 792.651428
	Iteration 19Q: 3 clusters Score -285119.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -285125.750000 Penalty: 792.651428
	Iteration 20F: 3 clusters Score -285125.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -285127.906250 Penalty: 792.651428
	Iteration 21Q: 3 clusters Score -285127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -285129.593750 Penalty: 792.651428
	Iteration 22Q: 3 clusters Score -285129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -285131.500000 Penalty: 792.651428
	Iteration 23Q: 3 clusters Score -285131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -285132.843750 Penalty: 792.651428
	Iteration 24Q: 3 clusters Score -285132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -285133.718750 Penalty: 792.651428
	Iteration 25Q: 3 clusters Score -285133.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -285133.718750 Penalty: 792.651428
	Iteration 26F: 3 clusters Score -285133.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -16762.085938 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -16762.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16361.999023 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -16362 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16533.023438 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -16533.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16584.740234 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -16584.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16604.322266 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -16604.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16616.046875 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -16616.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16623.207031 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -16623.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16628.224609 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -16628.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16629.886719 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -16629.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16632.314453 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -16632.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -16635.753906 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -16635.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16638.896484 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -16638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16642.693359 Penalty: 539.592651
	Iteration 11Q: 3 clusters Score -16642.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16644.062500 Penalty: 539.592651
	Iteration 12Q: 3 clusters Score -16644.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16645.236328 Penalty: 539.592651
	Iteration 13Q: 3 clusters Score -16645.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16647.621094 Penalty: 539.592651
	Iteration 14Q: 3 clusters Score -16647.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16648.046875 Penalty: 539.592651
	Iteration 15Q: 3 clusters Score -16648.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16648.701172 Penalty: 539.592651
	Iteration 16Q: 3 clusters Score -16648.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16648.701172 Penalty: 539.592651
	Iteration 17F: 3 clusters Score -16648.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -7181.626465 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -7181.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6917.745605 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -6917.746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6973.456543 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -6973.457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6989.906250 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -6989.906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7001.739746 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -7001.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7025.472168 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -7025.472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7055.916992 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -7055.917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7065.429688 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -7065.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7077.169434 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -7077.169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7083.059570 Penalty: 455.359100
	Iteration 8Q: 3 clusters Score -7083.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7084.551758 Penalty: 455.359100
	Iteration 9Q: 3 clusters Score -7084.552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7086.866699 Penalty: 455.359100
	Iteration 10Q: 3 clusters Score -7086.867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7091.954102 Penalty: 455.359100
	Iteration 11Q: 3 clusters Score -7091.954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7093.552246 Penalty: 455.359100
	Iteration 12Q: 3 clusters Score -7093.552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7096.786621 Penalty: 455.359100
	Iteration 13Q: 3 clusters Score -7096.787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7097.806152 Penalty: 455.359100
	Iteration 14F: 3 clusters Score -7097.806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7103.597656 Penalty: 455.359100
	Iteration 15Q: 3 clusters Score -7103.598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7111.074219 Penalty: 455.359100
	Iteration 16Q: 3 clusters Score -7111.074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7113.125488 Penalty: 455.359100
	Iteration 17Q: 3 clusters Score -7113.125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7113.125488 Penalty: 455.359100
	Iteration 18F: 3 clusters Score -7113.125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -61101.851562 Penalty: 322.976105
	Iteration 0F: 2 clusters Score -61101.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -60156.589844 Penalty: 645.952209
	Iteration 0F: 3 clusters Score -60156.59 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -60543.589844 Penalty: 645.952209
	Iteration 1F: 3 clusters Score -60543.59 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60615.226562 Penalty: 645.952209
	Iteration 2F: 3 clusters Score -60615.23 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60669.843750 Penalty: 645.952209
	Iteration 3F: 3 clusters Score -60669.84 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -60728.222656 Penalty: 645.952209
	Iteration 4F: 3 clusters Score -60728.22 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60791.855469 Penalty: 645.952209
	Iteration 5F: 3 clusters Score -60791.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60851.585938 Penalty: 645.952209
	Iteration 6Q: 3 clusters Score -60851.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60918.195312 Penalty: 645.952209
	Iteration 7Q: 3 clusters Score -60918.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60958.726562 Penalty: 645.952209
	Iteration 8Q: 3 clusters Score -60958.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60990.726562 Penalty: 645.952209
	Iteration 9Q: 3 clusters Score -60990.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61007.566406 Penalty: 645.952209
	Iteration 10Q: 3 clusters Score -61007.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61016.582031 Penalty: 645.952209
	Iteration 11Q: 3 clusters Score -61016.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61024.582031 Penalty: 645.952209
	Iteration 12Q: 3 clusters Score -61024.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61029.261719 Penalty: 645.952209
	Iteration 13Q: 3 clusters Score -61029.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61031.875000 Penalty: 645.952209
	Iteration 14Q: 3 clusters Score -61031.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61035.394531 Penalty: 645.952209
	Iteration 15Q: 3 clusters Score -61035.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61036.242188 Penalty: 645.952209
	Iteration 16Q: 3 clusters Score -61036.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61036.933594 Penalty: 645.952209
	Iteration 17Q: 3 clusters Score -61036.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61038.640625 Penalty: 645.952209
	Iteration 18Q: 3 clusters Score -61038.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61039.468750 Penalty: 645.952209
	Iteration 19Q: 3 clusters Score -61039.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61039.617188 Penalty: 645.952209
	Iteration 20F: 3 clusters Score -61039.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Entering Unmasked Estep 
Score: -891623.750000 Penalty: 447.998627
	Iteration 0F: 2 clusters Score -891623.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -879069.125000 Penalty: 895.997253
	Iteration 0F: 3 clusters Score -879069.1 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -884601.937500 Penalty: 895.997253
	Iteration 1F: 3 clusters Score -884601.9 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -885314.875000 Penalty: 895.997253
	Iteration 2F: 3 clusters Score -885314.9 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -886251.500000 Penalty: 895.997253
	Iteration 3F: 3 clusters Score -886251.5 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -887375.812500 Penalty: 895.997253
	Iteration 4F: 3 clusters Score -887375.8 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -888343.562500 Penalty: 895.997253
	Iteration 5F: 3 clusters Score -888343.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -889028.500000 Penalty: 895.997253
	Iteration 6Q: 3 clusters Score -889028.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -889469.125000 Penalty: 895.997253
	Iteration 7Q: 3 clusters Score -889469.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -889826.000000 Penalty: 895.997253
	Iteration 8Q: 3 clusters Score -889826 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -890155.500000 Penalty: 895.997253
	Iteration 9Q: 3 clusters Score -890155.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -890469.062500 Penalty: 895.997253
	Iteration 10Q: 3 clusters Score -890469.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -890732.312500 Penalty: 895.997253
	Iteration 11Q: 3 clusters Score -890732.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -890957.500000 Penalty: 895.997253
	Iteration 12Q: 3 clusters Score -890957.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -891150.437500 Penalty: 895.997253
	Iteration 13Q: 3 clusters Score -891150.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -891269.062500 Penalty: 895.997253
	Iteration 14Q: 3 clusters Score -891269.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -891337.125000 Penalty: 895.997253
	Iteration 15Q: 3 clusters Score -891337.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -891399.375000 Penalty: 895.997253
	Iteration 16Q: 3 clusters Score -891399.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -891427.437500 Penalty: 895.997253
	Iteration 17Q: 3 clusters Score -891427.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -891448.000000 Penalty: 895.997253
	Iteration 18Q: 3 clusters Score -891448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -891463.437500 Penalty: 895.997253
	Iteration 19Q: 3 clusters Score -891463.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -891476.312500 Penalty: 895.997253
	Iteration 20F: 3 clusters Score -891476.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -891486.875000 Penalty: 895.997253
	Iteration 21Q: 3 clusters Score -891486.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -891496.625000 Penalty: 895.997253
	Iteration 22Q: 3 clusters Score -891496.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -891503.937500 Penalty: 895.997253
	Iteration 23Q: 3 clusters Score -891503.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -891511.187500 Penalty: 895.997253
	Iteration 24Q: 3 clusters Score -891511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -891512.437500 Penalty: 895.997253
	Iteration 25Q: 3 clusters Score -891512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -891514.187500 Penalty: 895.997253
	Iteration 26Q: 3 clusters Score -891514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -891513.437500 Penalty: 895.997253
	Iteration 27Q: 3 clusters Score -891513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -891513.437500 Penalty: 895.997253
	Iteration 28F: 3 clusters Score -891513.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -253922.609375 Penalty: 389.132721
	Iteration 0F: 2 clusters Score -253922.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -250438.734375 Penalty: 778.265442
	Iteration 0F: 3 clusters Score -250438.7 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -251851.578125 Penalty: 778.265442
	Iteration 1F: 3 clusters Score -251851.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -252079.890625 Penalty: 778.265442
	Iteration 2F: 3 clusters Score -252079.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -252371.156250 Penalty: 778.265442
	Iteration 3F: 3 clusters Score -252371.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -252748.234375 Penalty: 778.265442
	Iteration 4F: 3 clusters Score -252748.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -253094.203125 Penalty: 778.265442
	Iteration 5F: 3 clusters Score -253094.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -253329.156250 Penalty: 778.265442
	Iteration 6Q: 3 clusters Score -253329.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -253462.640625 Penalty: 778.265442
	Iteration 7Q: 3 clusters Score -253462.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -253532.671875 Penalty: 778.265442
	Iteration 8Q: 3 clusters Score -253532.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -253558.531250 Penalty: 778.265442
	Iteration 9Q: 3 clusters Score -253558.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -253573.843750 Penalty: 778.265442
	Iteration 10Q: 3 clusters Score -253573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -253580.734375 Penalty: 778.265442
	Iteration 11Q: 3 clusters Score -253580.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -253584.343750 Penalty: 778.265442
	Iteration 12Q: 3 clusters Score -253584.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -253584.343750 Penalty: 778.265442
	Iteration 13F: 3 clusters Score -253584.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -43338.093750 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -43338.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -42699.398438 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -42699.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42852.148438 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -42852.15 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42890.359375 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -42890.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42922.324219 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -42922.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42942.109375 Penalty: 598.458740
	Iteration 4Q: 3 clusters Score -42942.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42965.835938 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -42965.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42986.562500 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -42986.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42997.554688 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -42997.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43009.781250 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -43009.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43020.632812 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -43020.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43034.382812 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -43034.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43040.636719 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -43040.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43044.601562 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -43044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43047.773438 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -43047.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43049.257812 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -43049.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43050.449219 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -43050.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43052.941406 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -43052.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43055.125000 Penalty: 598.458740
	Iteration 17Q: 3 clusters Score -43055.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43057.703125 Penalty: 598.458740
	Iteration 18Q: 3 clusters Score -43057.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43061.117188 Penalty: 598.458740
	Iteration 19Q: 3 clusters Score -43061.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -43068.789062 Penalty: 598.458740
	Iteration 20F: 3 clusters Score -43068.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43077.421875 Penalty: 598.458740
	Iteration 21Q: 3 clusters Score -43077.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -43084.503906 Penalty: 598.458740
	Iteration 22Q: 3 clusters Score -43084.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -43091.621094 Penalty: 598.458740
	Iteration 23Q: 3 clusters Score -43091.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -43093.660156 Penalty: 598.458740
	Iteration 24Q: 3 clusters Score -43093.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -43096.757812 Penalty: 598.458740
	Iteration 25Q: 3 clusters Score -43096.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -43098.746094 Penalty: 598.458740
	Iteration 26Q: 3 clusters Score -43098.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -43101.695312 Penalty: 598.458740
	Iteration 27Q: 3 clusters Score -43101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -43102.621094 Penalty: 598.458740
	Iteration 28Q: 3 clusters Score -43102.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -43103.562500 Penalty: 598.458740
	Iteration 29Q: 3 clusters Score -43103.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43104.148438 Penalty: 598.458740
	Iteration 30Q: 3 clusters Score -43104.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43104.500000 Penalty: 598.458740
	Iteration 31Q: 3 clusters Score -43104.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -43104.851562 Penalty: 598.458740
	Iteration 32Q: 3 clusters Score -43104.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -43104.851562 Penalty: 598.458740
	Iteration 33F: 3 clusters Score -43104.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (157973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157973 members 
Entering Unmasked Estep 
Score: -7906651.000000 Penalty: 544.643188
	Iteration 0F: 2 clusters Score -7906651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78603 members 
Mstep: Class 2 contains 79370 members 
Entering Unmasked Estep 
Score: -7801984.500000 Penalty: 1089.286377
	Iteration 0F: 3 clusters Score -7801984 nChanged 77469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61476 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -7853691.500000 Penalty: 1089.286377
	Iteration 1F: 3 clusters Score -7853692 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -7859750.000000 Penalty: 1089.286377
	Iteration 2F: 3 clusters Score -7859750 nChanged 13329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 119278 members 
Entering Unmasked Estep 
Score: -7869772.500000 Penalty: 1089.286377
	Iteration 3F: 3 clusters Score -7869772 nChanged 14404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 133528 members 
Entering Unmasked Estep 
Score: -7882317.000000 Penalty: 1089.286377
	Iteration 4F: 3 clusters Score -7882317 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 145502 members 
Entering Unmasked Estep 
Score: -7894032.000000 Penalty: 1089.286377
	Iteration 5F: 3 clusters Score -7894032 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 152610 members 
Entering Unmasked Estep 
Score: -7900861.000000 Penalty: 1089.286377
	Iteration 6Q: 3 clusters Score -7900861 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 156070 members 
Entering Unmasked Estep 
Score: -7904311.000000 Penalty: 1089.286377
	Iteration 7Q: 3 clusters Score -7904311 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 157361 members 
Entering Unmasked Estep 
Score: -7905573.000000 Penalty: 1089.286377
	Iteration 8Q: 3 clusters Score -7905573 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 157789 members 
Entering Unmasked Estep 
Score: -7905989.000000 Penalty: 1089.286377
	Iteration 9Q: 3 clusters Score -7905989 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 157893 members 
Entering Unmasked Estep 
Score: -7906092.000000 Penalty: 1089.286377
	Iteration 10Q: 3 clusters Score -7906092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -7906128.000000 Penalty: 1089.286377
	Iteration 11Q: 3 clusters Score -7906128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 157930 members 
Entering Unmasked Estep 
Score: -7906146.000000 Penalty: 1089.286377
	Iteration 12Q: 3 clusters Score -7906146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 157927 members 
Entering Unmasked Estep 
Score: -7906153.500000 Penalty: 1089.286377
	Iteration 13Q: 3 clusters Score -7906154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -7906155.500000 Penalty: 1089.286377
	Iteration 14Q: 3 clusters Score -7906156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 157930 members 
Entering Unmasked Estep 
Score: -7906159.000000 Penalty: 1089.286377
	Iteration 15Q: 3 clusters Score -7906159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 157929 members 
Entering Unmasked Estep 
Score: -7906168.000000 Penalty: 1089.286377
	Iteration 16Q: 3 clusters Score -7906168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -7906168.500000 Penalty: 1089.286377
	Iteration 17Q: 3 clusters Score -7906168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -7906168.500000 Penalty: 1089.286377
	Iteration 18F: 3 clusters Score -7906168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -9378.054688 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -9378.055 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 122 members 
Entering Unmasked Estep 
Score: -9076.694336 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -9076.694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9166.610352 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -9166.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9200.890625 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -9200.891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9224.031250 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -9224.031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9246.735352 Penalty: 497.976624
	Iteration 4F: 3 clusters Score -9246.735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9262.133789 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -9262.134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9274.457031 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -9274.457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9282.014648 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -9282.015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9284.106445 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -9284.106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9288.289062 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -9288.289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9293.018555 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -9293.019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9302.442383 Penalty: 497.976624
	Iteration 11Q: 3 clusters Score -9302.442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9306.353516 Penalty: 497.976624
	Iteration 12Q: 3 clusters Score -9306.354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9306.353516 Penalty: 497.976624
	Iteration 13F: 3 clusters Score -9306.354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (111965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Entering Unmasked Estep 
Score: -5326651.000000 Penalty: 528.980347
	Iteration 0F: 2 clusters Score -5326651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -5251040.000000 Penalty: 1057.960693
	Iteration 0F: 3 clusters Score -5251040 nChanged 54623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -5284678.000000 Penalty: 1057.960693
	Iteration 1F: 3 clusters Score -5284678 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -5288091.000000 Penalty: 1057.960693
	Iteration 2F: 3 clusters Score -5288091 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -5294015.000000 Penalty: 1057.960693
	Iteration 3F: 3 clusters Score -5294015 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -5302872.000000 Penalty: 1057.960693
	Iteration 4F: 3 clusters Score -5302872 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 97870 members 
Entering Unmasked Estep 
Score: -5312499.500000 Penalty: 1057.960693
	Iteration 5F: 3 clusters Score -5312500 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 104494 members 
Entering Unmasked Estep 
Score: -5319456.000000 Penalty: 1057.960693
	Iteration 6F: 3 clusters Score -5319456 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 108152 members 
Entering Unmasked Estep 
Score: -5323119.000000 Penalty: 1057.960693
	Iteration 7Q: 3 clusters Score -5323119 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 109926 members 
Entering Unmasked Estep 
Score: -5324785.500000 Penalty: 1057.960693
	Iteration 8Q: 3 clusters Score -5324786 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -5325608.500000 Penalty: 1057.960693
	Iteration 9Q: 3 clusters Score -5325608 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 110888 members 
Entering Unmasked Estep 
Score: -5326017.500000 Penalty: 1057.960693
	Iteration 10Q: 3 clusters Score -5326018 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -5326194.000000 Penalty: 1057.960693
	Iteration 11Q: 3 clusters Score -5326194 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 110964 members 
Entering Unmasked Estep 
Score: -5326256.500000 Penalty: 1057.960693
	Iteration 12Q: 3 clusters Score -5326256 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -5326293.500000 Penalty: 1057.960693
	Iteration 13Q: 3 clusters Score -5326294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -5326311.500000 Penalty: 1057.960693
	Iteration 14Q: 3 clusters Score -5326312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 111010 members 
Entering Unmasked Estep 
Score: -5326332.000000 Penalty: 1057.960693
	Iteration 15Q: 3 clusters Score -5326332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 111007 members 
Entering Unmasked Estep 
Score: -5326348.000000 Penalty: 1057.960693
	Iteration 16Q: 3 clusters Score -5326348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -5326350.000000 Penalty: 1057.960693
	Iteration 17Q: 3 clusters Score -5326350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 110979 members 
Entering Unmasked Estep 
Score: -5326355.500000 Penalty: 1057.960693
	Iteration 18Q: 3 clusters Score -5326356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 110966 members 
Entering Unmasked Estep 
Score: -5326367.500000 Penalty: 1057.960693
	Iteration 19Q: 3 clusters Score -5326368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 110958 members 
Entering Unmasked Estep 
Score: -5326373.000000 Penalty: 1057.960693
	Iteration 20F: 3 clusters Score -5326373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 110954 members 
Entering Unmasked Estep 
Score: -5326369.000000 Penalty: 1057.960693
	Iteration 21Q: 3 clusters Score -5326369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -5326372.000000 Penalty: 1057.960693
	Iteration 22Q: 3 clusters Score -5326372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 110947 members 
Entering Unmasked Estep 
Score: -5326372.500000 Penalty: 1057.960693
	Iteration 23Q: 3 clusters Score -5326372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -5326376.500000 Penalty: 1057.960693
	Iteration 24Q: 3 clusters Score -5326376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 110940 members 
Entering Unmasked Estep 
Score: -5326382.000000 Penalty: 1057.960693
	Iteration 25Q: 3 clusters Score -5326382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 110934 members 
Entering Unmasked Estep 
Score: -5326387.000000 Penalty: 1057.960693
	Iteration 26Q: 3 clusters Score -5326387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 110925 members 
Entering Unmasked Estep 
Score: -5326387.000000 Penalty: 1057.960693
	Iteration 27Q: 3 clusters Score -5326387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 110917 members 
Entering Unmasked Estep 
Score: -5326393.000000 Penalty: 1057.960693
	Iteration 28Q: 3 clusters Score -5326393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -5326386.500000 Penalty: 1057.960693
	Iteration 29Q: 3 clusters Score -5326386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 110897 members 
Entering Unmasked Estep 
Score: -5326389.000000 Penalty: 1057.960693
	Iteration 30Q: 3 clusters Score -5326389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -5326388.500000 Penalty: 1057.960693
	Iteration 31Q: 3 clusters Score -5326388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 110876 members 
Entering Unmasked Estep 
Score: -5326388.500000 Penalty: 1057.960693
	Iteration 32Q: 3 clusters Score -5326388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 110871 members 
Entering Unmasked Estep 
Score: -5326390.500000 Penalty: 1057.960693
	Iteration 33Q: 3 clusters Score -5326390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -5326397.000000 Penalty: 1057.960693
	Iteration 34Q: 3 clusters Score -5326397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -5326397.500000 Penalty: 1057.960693
	Iteration 35Q: 3 clusters Score -5326398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 110851 members 
Entering Unmasked Estep 
Score: -5326399.000000 Penalty: 1057.960693
	Iteration 36Q: 3 clusters Score -5326399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -5326400.000000 Penalty: 1057.960693
	Iteration 37Q: 3 clusters Score -5326400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -5326398.500000 Penalty: 1057.960693
	Iteration 38Q: 3 clusters Score -5326398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 110833 members 
Entering Unmasked Estep 
Score: -5326401.000000 Penalty: 1057.960693
	Iteration 39Q: 3 clusters Score -5326401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 110830 members 
Entering Unmasked Estep 
Score: -5326403.500000 Penalty: 1057.960693
	Iteration 40F: 3 clusters Score -5326404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 110824 members 
Entering Unmasked Estep 
Score: -5326402.500000 Penalty: 1057.960693
	Iteration 41Q: 3 clusters Score -5326402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 110818 members 
Entering Unmasked Estep 
Score: -5326406.500000 Penalty: 1057.960693
	Iteration 42Q: 3 clusters Score -5326406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
Score: -5326407.000000 Penalty: 1057.960693
	Iteration 43Q: 3 clusters Score -5326407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -5326408.000000 Penalty: 1057.960693
	Iteration 44Q: 3 clusters Score -5326408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 110794 members 
Entering Unmasked Estep 
Score: -5326406.500000 Penalty: 1057.960693
	Iteration 45Q: 3 clusters Score -5326406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -5326413.000000 Penalty: 1057.960693
	Iteration 46Q: 3 clusters Score -5326413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 110778 members 
Entering Unmasked Estep 
Score: -5326409.500000 Penalty: 1057.960693
	Iteration 47Q: 3 clusters Score -5326410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -5326406.000000 Penalty: 1057.960693
	Iteration 48Q: 3 clusters Score -5326406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 110767 members 
Entering Unmasked Estep 
Score: -5326403.000000 Penalty: 1057.960693
	Iteration 49Q: 3 clusters Score -5326403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 110765 members 
Entering Unmasked Estep 
Score: -5326404.500000 Penalty: 1057.960693
	Iteration 50Q: 3 clusters Score -5326404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 110763 members 
Entering Unmasked Estep 
Score: -5326407.500000 Penalty: 1057.960693
	Iteration 51Q: 3 clusters Score -5326408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 110763 members 
Entering Unmasked Estep 
Score: -5326407.500000 Penalty: 1057.960693
	Iteration 52F: 3 clusters Score -5326408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -36457.089844 Penalty: 301.152618
	Iteration 0F: 2 clusters Score -36457.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35810.253906 Penalty: 602.305237
	Iteration 0F: 3 clusters Score -35810.25 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36047.750000 Penalty: 602.305237
	Iteration 1F: 3 clusters Score -36047.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36097.390625 Penalty: 602.305237
	Iteration 2F: 3 clusters Score -36097.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36123.253906 Penalty: 602.305237
	Iteration 3Q: 3 clusters Score -36123.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36142.058594 Penalty: 602.305237
	Iteration 4Q: 3 clusters Score -36142.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36152.128906 Penalty: 602.305237
	Iteration 5Q: 3 clusters Score -36152.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36164.375000 Penalty: 602.305237
	Iteration 6Q: 3 clusters Score -36164.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36177.878906 Penalty: 602.305237
	Iteration 7Q: 3 clusters Score -36177.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36187.519531 Penalty: 602.305237
	Iteration 8Q: 3 clusters Score -36187.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36196.019531 Penalty: 602.305237
	Iteration 9Q: 3 clusters Score -36196.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36204.871094 Penalty: 602.305237
	Iteration 10Q: 3 clusters Score -36204.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36222.300781 Penalty: 602.305237
	Iteration 11Q: 3 clusters Score -36222.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36229.921875 Penalty: 602.305237
	Iteration 12Q: 3 clusters Score -36229.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36234.800781 Penalty: 602.305237
	Iteration 13Q: 3 clusters Score -36234.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36241.445312 Penalty: 602.305237
	Iteration 14Q: 3 clusters Score -36241.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36246.093750 Penalty: 602.305237
	Iteration 15Q: 3 clusters Score -36246.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36246.902344 Penalty: 602.305237
	Iteration 16Q: 3 clusters Score -36246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36247.074219 Penalty: 602.305237
	Iteration 17Q: 3 clusters Score -36247.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36247.074219 Penalty: 602.305237
	Iteration 18F: 3 clusters Score -36247.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (95905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Entering Unmasked Estep 
Score: -4730861.000000 Penalty: 521.935669
	Iteration 0F: 2 clusters Score -4730861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -4665846.500000 Penalty: 1043.871338
	Iteration 0F: 3 clusters Score -4665846 nChanged 47010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -4693811.000000 Penalty: 1043.871338
	Iteration 1F: 3 clusters Score -4693811 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -4694777.500000 Penalty: 1043.871338
	Iteration 2Q: 3 clusters Score -4694778 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -4696366.500000 Penalty: 1043.871338
	Iteration 3Q: 3 clusters Score -4696366 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -4699330.500000 Penalty: 1043.871338
	Iteration 4F: 3 clusters Score -4699330 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -4704225.500000 Penalty: 1043.871338
	Iteration 5F: 3 clusters Score -4704226 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -4710518.500000 Penalty: 1043.871338
	Iteration 6F: 3 clusters Score -4710518 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4715565.000000 Penalty: 1043.871338
	Iteration 7F: 3 clusters Score -4715565 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -4718143.500000 Penalty: 1043.871338
	Iteration 8Q: 3 clusters Score -4718144 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -4720163.000000 Penalty: 1043.871338
	Iteration 9Q: 3 clusters Score -4720163 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4722461.000000 Penalty: 1043.871338
	Iteration 10Q: 3 clusters Score -4722461 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4724788.500000 Penalty: 1043.871338
	Iteration 11Q: 3 clusters Score -4724788 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4726587.500000 Penalty: 1043.871338
	Iteration 12Q: 3 clusters Score -4726588 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4727802.500000 Penalty: 1043.871338
	Iteration 13Q: 3 clusters Score -4727802 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -4728665.500000 Penalty: 1043.871338
	Iteration 14Q: 3 clusters Score -4728666 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4729155.500000 Penalty: 1043.871338
	Iteration 15Q: 3 clusters Score -4729156 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -4729350.500000 Penalty: 1043.871338
	Iteration 16Q: 3 clusters Score -4729350 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4729471.000000 Penalty: 1043.871338
	Iteration 17Q: 3 clusters Score -4729471 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4729500.500000 Penalty: 1043.871338
	Iteration 18Q: 3 clusters Score -4729500 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4729563.000000 Penalty: 1043.871338
	Iteration 19Q: 3 clusters Score -4729563 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -4729607.500000 Penalty: 1043.871338
	Iteration 20F: 3 clusters Score -4729608 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4729618.500000 Penalty: 1043.871338
	Iteration 21Q: 3 clusters Score -4729618 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4729647.000000 Penalty: 1043.871338
	Iteration 22Q: 3 clusters Score -4729647 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4729643.500000 Penalty: 1043.871338
	Iteration 23Q: 3 clusters Score -4729644 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4729641 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4729648 nChanged 150
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Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 30422 members 
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	Iteration 26Q: 3 clusters Score -4729651 nChanged 150
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Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4729662 nChanged 131
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Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 30143 members 
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	Iteration 28Q: 3 clusters Score -4729668 nChanged 129
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Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4729680 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4729674 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4729664 nChanged 119
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Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4729682 nChanged 129
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Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4729686 nChanged 114
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Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4729676 nChanged 86
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Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 29306 members 
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	Iteration 35Q: 3 clusters Score -4729673 nChanged 75
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Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4729668 nChanged 84
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Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4729664 nChanged 75
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Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4729658 nChanged 81
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Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4729656 nChanged 98
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Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4729670 nChanged 101
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Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 28696 members 
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	Iteration 42Q: 3 clusters Score -4729669 nChanged 71
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Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 28625 members 
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	Iteration 43Q: 3 clusters Score -4729680 nChanged 78
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Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 28547 members 
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Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 28471 members 
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	Iteration 45Q: 3 clusters Score -4729694 nChanged 77
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Mstep: Class 1 contains 67511 members 
Mstep: Class 2 contains 28394 members 
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	Iteration 46Q: 3 clusters Score -4729691 nChanged 83
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Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 28311 members 
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	Iteration 47Q: 3 clusters Score -4729694 nChanged 77
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Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 28234 members 
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Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 28152 members 
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Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 28079 members 
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Mstep: Class 1 contains 67912 members 
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Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 27908 members 
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Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 27646 members 
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Mstep: Class 1 contains 68304 members 
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Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 27563 members 
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Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 27529 members 
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Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 27491 members 
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	Iteration 60F: 3 clusters Score -4729672 nChanged 34
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Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 27457 members 
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Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 27419 members 
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Mstep: Class 1 contains 68535 members 
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Mstep: Class 1 contains 68582 members 
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	Iteration 64Q: 3 clusters Score -4729681 nChanged 46
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Mstep: Class 1 contains 68628 members 
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Mstep: Class 1 contains 68670 members 
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Mstep: Class 1 contains 68720 members 
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Mstep: Class 1 contains 68765 members 
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Mstep: Class 1 contains 68860 members 
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Mstep: Class 1 contains 68943 members 
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	Iteration 72Q: 3 clusters Score -4729685 nChanged 32
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	Iteration 73Q: 3 clusters Score -4729679 nChanged 43
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Mstep: Class 1 contains 69018 members 
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	Iteration 74Q: 3 clusters Score -4729689 nChanged 41
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	Iteration 75Q: 3 clusters Score -4729698 nChanged 34
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	Iteration 76Q: 3 clusters Score -4729686 nChanged 24
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	Iteration 77Q: 3 clusters Score -4729671 nChanged 18
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	Iteration 80F: 3 clusters Score -4729678 nChanged 19
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	Iteration 82Q: 3 clusters Score -4729692 nChanged 17
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Mstep: Class 1 contains 69260 members 
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	Iteration 87Q: 3 clusters Score -4729692 nChanged 5
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	Iteration 93Q: 3 clusters Score -4729693 nChanged 13
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Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -4729692.500000 Penalty: 1043.871338
	Iteration 116Q: 3 clusters Score -4729692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -4729685.500000 Penalty: 1043.871338
	Iteration 117Q: 3 clusters Score -4729686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69635 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -4729692.500000 Penalty: 1043.871338
	Iteration 118Q: 3 clusters Score -4729692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -4729703.500000 Penalty: 1043.871338
	Iteration 119Q: 3 clusters Score -4729704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -4729701.000000 Penalty: 1043.871338
	Iteration 120F: 3 clusters Score -4729701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4729703.000000 Penalty: 1043.871338
	Iteration 121Q: 3 clusters Score -4729703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69654 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -4729702.000000 Penalty: 1043.871338
	Iteration 122Q: 3 clusters Score -4729702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -4729699.500000 Penalty: 1043.871338
	Iteration 123Q: 3 clusters Score -4729700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -4729698.500000 Penalty: 1043.871338
	Iteration 124Q: 3 clusters Score -4729698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -4729698.500000 Penalty: 1043.871338
	Iteration 125F: 3 clusters Score -4729698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -1753.059204 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -1753.059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1586.968140 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -1586.968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1664.822266 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -1664.822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1691.428589 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -1691.429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1695.243652 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -1695.244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1695.243652 Penalty: 416.298676
	Iteration 4F: 3 clusters Score -1695.244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -61351.968750 Penalty: 322.712097
	Iteration 0F: 2 clusters Score -61351.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -60439.601562 Penalty: 645.424194
	Iteration 0F: 3 clusters Score -60439.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -60742.843750 Penalty: 645.424194
	Iteration 1F: 3 clusters Score -60742.84 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60801.972656 Penalty: 645.424194
	Iteration 2F: 3 clusters Score -60801.97 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -60836.710938 Penalty: 645.424194
	Iteration 3F: 3 clusters Score -60836.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -60867.917969 Penalty: 645.424194
	Iteration 4Q: 3 clusters Score -60867.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60894.191406 Penalty: 645.424194
	Iteration 5Q: 3 clusters Score -60894.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60919.222656 Penalty: 645.424194
	Iteration 6Q: 3 clusters Score -60919.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -60936.558594 Penalty: 645.424194
	Iteration 7Q: 3 clusters Score -60936.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60949.132812 Penalty: 645.424194
	Iteration 8Q: 3 clusters Score -60949.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60958.898438 Penalty: 645.424194
	Iteration 9Q: 3 clusters Score -60958.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -60969.082031 Penalty: 645.424194
	Iteration 10Q: 3 clusters Score -60969.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60981.394531 Penalty: 645.424194
	Iteration 11Q: 3 clusters Score -60981.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60992.746094 Penalty: 645.424194
	Iteration 12Q: 3 clusters Score -60992.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61000.394531 Penalty: 645.424194
	Iteration 13Q: 3 clusters Score -61000.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61001.738281 Penalty: 645.424194
	Iteration 14Q: 3 clusters Score -61001.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61002.753906 Penalty: 645.424194
	Iteration 15Q: 3 clusters Score -61002.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61005.847656 Penalty: 645.424194
	Iteration 16Q: 3 clusters Score -61005.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61008.007812 Penalty: 645.424194
	Iteration 17Q: 3 clusters Score -61008.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61010.382812 Penalty: 645.424194
	Iteration 18Q: 3 clusters Score -61010.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61013.378906 Penalty: 645.424194
	Iteration 19Q: 3 clusters Score -61013.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61017.441406 Penalty: 645.424194
	Iteration 20F: 3 clusters Score -61017.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61027.097656 Penalty: 645.424194
	Iteration 21Q: 3 clusters Score -61027.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61035.726562 Penalty: 645.424194
	Iteration 22Q: 3 clusters Score -61035.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61048.066406 Penalty: 645.424194
	Iteration 23Q: 3 clusters Score -61048.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61055.226562 Penalty: 645.424194
	Iteration 24Q: 3 clusters Score -61055.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61059.109375 Penalty: 645.424194
	Iteration 25Q: 3 clusters Score -61059.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61062.035156 Penalty: 645.424194
	Iteration 26Q: 3 clusters Score -61062.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61062.851562 Penalty: 645.424194
	Iteration 27Q: 3 clusters Score -61062.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61063.246094 Penalty: 645.424194
	Iteration 28Q: 3 clusters Score -61063.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61063.781250 Penalty: 645.424194
	Iteration 29Q: 3 clusters Score -61063.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61063.968750 Penalty: 645.424194
	Iteration 30Q: 3 clusters Score -61063.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61064.597656 Penalty: 645.424194
	Iteration 31Q: 3 clusters Score -61064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61064.703125 Penalty: 645.424194
	Iteration 32Q: 3 clusters Score -61064.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61064.828125 Penalty: 645.424194
	Iteration 33Q: 3 clusters Score -61064.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61065.972656 Penalty: 645.424194
	Iteration 34Q: 3 clusters Score -61065.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61066.414062 Penalty: 645.424194
	Iteration 35Q: 3 clusters Score -61066.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61066.535156 Penalty: 645.424194
	Iteration 36Q: 3 clusters Score -61066.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61066.535156 Penalty: 645.424194
	Iteration 37F: 3 clusters Score -61066.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (40395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Entering Unmasked Estep 
Score: -2022976.125000 Penalty: 482.593994
	Iteration 0F: 2 clusters Score -2022976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1995909.625000 Penalty: 965.187988
	Iteration 0F: 3 clusters Score -1995910 nChanged 19386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2006913.375000 Penalty: 965.187988
	Iteration 1F: 3 clusters Score -2006913 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2007127.000000 Penalty: 965.187988
	Iteration 2Q: 3 clusters Score -2007127 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2007381.500000 Penalty: 965.187988
	Iteration 3Q: 3 clusters Score -2007382 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2007718.125000 Penalty: 965.187988
	Iteration 4Q: 3 clusters Score -2007718 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2008203.125000 Penalty: 965.187988
	Iteration 5Q: 3 clusters Score -2008203 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2008968.750000 Penalty: 965.187988
	Iteration 6Q: 3 clusters Score -2008969 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2010195.750000 Penalty: 965.187988
	Iteration 7F: 3 clusters Score -2010196 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2012064.250000 Penalty: 965.187988
	Iteration 8F: 3 clusters Score -2012064 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2014236.375000 Penalty: 965.187988
	Iteration 9F: 3 clusters Score -2014236 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2015948.625000 Penalty: 965.187988
	Iteration 10F: 3 clusters Score -2015949 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2016962.500000 Penalty: 965.187988
	Iteration 11Q: 3 clusters Score -2016962 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2017710.500000 Penalty: 965.187988
	Iteration 12Q: 3 clusters Score -2017710 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2018509.125000 Penalty: 965.187988
	Iteration 13Q: 3 clusters Score -2018509 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2019420.375000 Penalty: 965.187988
	Iteration 14Q: 3 clusters Score -2019420 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2020323.375000 Penalty: 965.187988
	Iteration 15Q: 3 clusters Score -2020323 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2021082.000000 Penalty: 965.187988
	Iteration 16Q: 3 clusters Score -2021082 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2021648.000000 Penalty: 965.187988
	Iteration 17Q: 3 clusters Score -2021648 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2021972.500000 Penalty: 965.187988
	Iteration 18Q: 3 clusters Score -2021972 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2022138.625000 Penalty: 965.187988
	Iteration 19Q: 3 clusters Score -2022139 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2022231.750000 Penalty: 965.187988
	Iteration 20F: 3 clusters Score -2022232 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2022265.375000 Penalty: 965.187988
	Iteration 21Q: 3 clusters Score -2022265 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2022282.875000 Penalty: 965.187988
	Iteration 22Q: 3 clusters Score -2022283 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2022297.625000 Penalty: 965.187988
	Iteration 23Q: 3 clusters Score -2022298 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2022297.875000 Penalty: 965.187988
	Iteration 24Q: 3 clusters Score -2022298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2022297.875000 Penalty: 965.187988
	Iteration 25Q: 3 clusters Score -2022298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2022299.750000 Penalty: 965.187988
	Iteration 26Q: 3 clusters Score -2022300 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2022300.750000 Penalty: 965.187988
	Iteration 27Q: 3 clusters Score -2022301 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2022300.125000 Penalty: 965.187988
	Iteration 28Q: 3 clusters Score -2022300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2022303.625000 Penalty: 965.187988
	Iteration 29Q: 3 clusters Score -2022304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2022299.250000 Penalty: 965.187988
	Iteration 30Q: 3 clusters Score -2022299 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2022295.250000 Penalty: 965.187988
	Iteration 31Q: 3 clusters Score -2022295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2022292.750000 Penalty: 965.187988
	Iteration 32Q: 3 clusters Score -2022293 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2022292.375000 Penalty: 965.187988
	Iteration 33Q: 3 clusters Score -2022292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2022295.625000 Penalty: 965.187988
	Iteration 34Q: 3 clusters Score -2022296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2022288.250000 Penalty: 965.187988
	Iteration 35Q: 3 clusters Score -2022288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2022288.000000 Penalty: 965.187988
	Iteration 36Q: 3 clusters Score -2022288 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2022281.250000 Penalty: 965.187988
	Iteration 37Q: 3 clusters Score -2022281 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2022276.000000 Penalty: 965.187988
	Iteration 38Q: 3 clusters Score -2022276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2022273.250000 Penalty: 965.187988
	Iteration 39Q: 3 clusters Score -2022273 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2022268.875000 Penalty: 965.187988
	Iteration 40F: 3 clusters Score -2022269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2022271.000000 Penalty: 965.187988
	Iteration 41Q: 3 clusters Score -2022271 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2022267.375000 Penalty: 965.187988
	Iteration 42Q: 3 clusters Score -2022267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2022264.500000 Penalty: 965.187988
	Iteration 43Q: 3 clusters Score -2022264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2022263.250000 Penalty: 965.187988
	Iteration 44Q: 3 clusters Score -2022263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2022265.375000 Penalty: 965.187988
	Iteration 45Q: 3 clusters Score -2022265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2022260.250000 Penalty: 965.187988
	Iteration 46Q: 3 clusters Score -2022260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2022256.750000 Penalty: 965.187988
	Iteration 47Q: 3 clusters Score -2022257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2022253.375000 Penalty: 965.187988
	Iteration 48Q: 3 clusters Score -2022253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2022248.875000 Penalty: 965.187988
	Iteration 49Q: 3 clusters Score -2022249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2022247.750000 Penalty: 965.187988
	Iteration 50Q: 3 clusters Score -2022248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2022246.000000 Penalty: 965.187988
	Iteration 51Q: 3 clusters Score -2022246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2022244.875000 Penalty: 965.187988
	Iteration 52Q: 3 clusters Score -2022245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2022245.500000 Penalty: 965.187988
	Iteration 53Q: 3 clusters Score -2022246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2022245.500000 Penalty: 965.187988
	Iteration 54Q: 3 clusters Score -2022246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2022245.875000 Penalty: 965.187988
	Iteration 55Q: 3 clusters Score -2022246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2022247.625000 Penalty: 965.187988
	Iteration 56Q: 3 clusters Score -2022248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2022250.000000 Penalty: 965.187988
	Iteration 57Q: 3 clusters Score -2022250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2022246.000000 Penalty: 965.187988
	Iteration 58Q: 3 clusters Score -2022246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2022247.250000 Penalty: 965.187988
	Iteration 59Q: 3 clusters Score -2022247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2022246.500000 Penalty: 965.187988
	Iteration 60F: 3 clusters Score -2022246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2022246.625000 Penalty: 965.187988
	Iteration 61Q: 3 clusters Score -2022247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2022245.500000 Penalty: 965.187988
	Iteration 62Q: 3 clusters Score -2022246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2022246.250000 Penalty: 965.187988
	Iteration 63Q: 3 clusters Score -2022246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2022247.500000 Penalty: 965.187988
	Iteration 64Q: 3 clusters Score -2022248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2022246.750000 Penalty: 965.187988
	Iteration 65Q: 3 clusters Score -2022247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2022246.750000 Penalty: 965.187988
	Iteration 66F: 3 clusters Score -2022247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -36683.007812 Penalty: 306.261322
	Iteration 0F: 2 clusters Score -36683.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -35975.449219 Penalty: 612.522644
	Iteration 0F: 3 clusters Score -35975.45 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -36155.433594 Penalty: 612.522644
	Iteration 1F: 3 clusters Score -36155.43 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -36244.386719 Penalty: 612.522644
	Iteration 2F: 3 clusters Score -36244.39 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36323.375000 Penalty: 612.522644
	Iteration 3F: 3 clusters Score -36323.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36378.988281 Penalty: 612.522644
	Iteration 4F: 3 clusters Score -36378.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36414.378906 Penalty: 612.522644
	Iteration 5F: 3 clusters Score -36414.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36438.546875 Penalty: 612.522644
	Iteration 6Q: 3 clusters Score -36438.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -36454.046875 Penalty: 612.522644
	Iteration 7Q: 3 clusters Score -36454.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -36466.386719 Penalty: 612.522644
	Iteration 8Q: 3 clusters Score -36466.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -36474.941406 Penalty: 612.522644
	Iteration 9Q: 3 clusters Score -36474.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36478.949219 Penalty: 612.522644
	Iteration 10Q: 3 clusters Score -36478.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -36480.707031 Penalty: 612.522644
	Iteration 11Q: 3 clusters Score -36480.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36480.894531 Penalty: 612.522644
	Iteration 12Q: 3 clusters Score -36480.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36481.042969 Penalty: 612.522644
	Iteration 13Q: 3 clusters Score -36481.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36481.128906 Penalty: 612.522644
	Iteration 14Q: 3 clusters Score -36481.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36481.820312 Penalty: 612.522644
	Iteration 15Q: 3 clusters Score -36481.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36482.617188 Penalty: 612.522644
	Iteration 16Q: 3 clusters Score -36482.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36482.617188 Penalty: 612.522644
	Iteration 17F: 3 clusters Score -36482.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3002.037354 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3002.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2834.730469 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2834.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2911.084717 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2911.085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2912.369385 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -2912.369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2912.369385 Penalty: 378.458374
	Iteration 3F: 3 clusters Score -2912.369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -8651.769531 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -8651.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8334.483398 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -8334.483 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8441.553711 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -8441.554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8473.096680 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -8473.097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8491.932617 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -8491.933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8500.537109 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -8500.537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8502.206055 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -8502.206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8505.457031 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -8505.457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8506.867188 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -8506.867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8507.814453 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -8507.814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8508.813477 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -8508.813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8512.881836 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -8512.882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8514.909180 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -8514.909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8516.408203 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -8516.408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8518.421875 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -8518.422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8519.425781 Penalty: 512.765869
	Iteration 14Q: 3 clusters Score -8519.426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8520.656250 Penalty: 512.765869
	Iteration 15Q: 3 clusters Score -8520.656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8520.656250 Penalty: 512.765869
	Iteration 16F: 3 clusters Score -8520.656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -31388.593750 Penalty: 292.109772
	Iteration 0F: 2 clusters Score -31388.59 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 306 members 
Entering Unmasked Estep 
Score: -30815.617188 Penalty: 584.219543
	Iteration 0F: 3 clusters Score -30815.62 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30937.511719 Penalty: 584.219543
	Iteration 1F: 3 clusters Score -30937.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30962.312500 Penalty: 584.219543
	Iteration 2F: 3 clusters Score -30962.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30976.753906 Penalty: 584.219543
	Iteration 3Q: 3 clusters Score -30976.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30989.564453 Penalty: 584.219543
	Iteration 4Q: 3 clusters Score -30989.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31002.654297 Penalty: 584.219543
	Iteration 5Q: 3 clusters Score -31002.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31014.851562 Penalty: 584.219543
	Iteration 6Q: 3 clusters Score -31014.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31022.650391 Penalty: 584.219543
	Iteration 7Q: 3 clusters Score -31022.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31028.746094 Penalty: 584.219543
	Iteration 8Q: 3 clusters Score -31028.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31033.240234 Penalty: 584.219543
	Iteration 9Q: 3 clusters Score -31033.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31037.224609 Penalty: 584.219543
	Iteration 10Q: 3 clusters Score -31037.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31039.625000 Penalty: 584.219543
	Iteration 11Q: 3 clusters Score -31039.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31041.941406 Penalty: 584.219543
	Iteration 12Q: 3 clusters Score -31041.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31044.597656 Penalty: 584.219543
	Iteration 13Q: 3 clusters Score -31044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31045.904297 Penalty: 584.219543
	Iteration 14Q: 3 clusters Score -31045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31047.416016 Penalty: 584.219543
	Iteration 15Q: 3 clusters Score -31047.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31049.417969 Penalty: 584.219543
	Iteration 16Q: 3 clusters Score -31049.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31050.064453 Penalty: 584.219543
	Iteration 17Q: 3 clusters Score -31050.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31050.179688 Penalty: 584.219543
	Iteration 18Q: 3 clusters Score -31050.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31050.621094 Penalty: 584.219543
	Iteration 19Q: 3 clusters Score -31050.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31050.691406 Penalty: 584.219543
	Iteration 20F: 3 clusters Score -31050.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31051.337891 Penalty: 584.219543
	Iteration 21Q: 3 clusters Score -31051.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31051.576172 Penalty: 584.219543
	Iteration 22Q: 3 clusters Score -31051.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31051.576172 Penalty: 584.219543
	Iteration 23F: 3 clusters Score -31051.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -60702.828125 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -60702.83 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 585 members 
Entering Unmasked Estep 
Score: -59830.769531 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -59830.77 nChanged 463
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: -60160.152344 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -60160.15 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -60290.726562 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -60290.73 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -60387.761719 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -60387.76 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -60435.574219 Penalty: 643.126099
	Iteration 4F: 3 clusters Score -60435.57 nChanged 37
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: -60457.714844 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -60457.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -60475.007812 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -60475.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -60487.187500 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -60487.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -60496.183594 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -60496.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -60501.847656 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -60501.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -60508.355469 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -60508.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -60516.457031 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -60516.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -60524.921875 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -60524.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -60532.453125 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -60532.45 nChanged 13
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: -60538.234375 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -60538.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -60544.835938 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -60544.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -60553.703125 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -60553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -60557.089844 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -60557.09 nChanged 3
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: -60559.171875 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -60559.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -60562.453125 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -60562.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -60569.808594 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -60569.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -60574.050781 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -60574.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -60575.332031 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -60575.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -60576.089844 Penalty: 643.126099
	Iteration 23Q: 3 clusters Score -60576.09 nChanged 2
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: -60576.644531 Penalty: 643.126099
	Iteration 24Q: 3 clusters Score -60576.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -60576.914062 Penalty: 643.126099
	Iteration 25Q: 3 clusters Score -60576.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -60576.996094 Penalty: 643.126099
	Iteration 26Q: 3 clusters Score -60577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -60576.996094 Penalty: 643.126099
	Iteration 27F: 3 clusters Score -60577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -90971.226562 Penalty: 350.239685
	Iteration 0F: 2 clusters Score -90971.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -89413.054688 Penalty: 700.479370
	Iteration 0F: 3 clusters Score -89413.05 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -90038.617188 Penalty: 700.479370
	Iteration 1F: 3 clusters Score -90038.62 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -90197.078125 Penalty: 700.479370
	Iteration 2F: 3 clusters Score -90197.08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -90339.757812 Penalty: 700.479370
	Iteration 3F: 3 clusters Score -90339.76 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -90451.242188 Penalty: 700.479370
	Iteration 4F: 3 clusters Score -90451.24 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -90542.539062 Penalty: 700.479370
	Iteration 5F: 3 clusters Score -90542.54 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -90612.945312 Penalty: 700.479370
	Iteration 6Q: 3 clusters Score -90612.95 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -90660.867188 Penalty: 700.479370
	Iteration 7Q: 3 clusters Score -90660.87 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -90701.398438 Penalty: 700.479370
	Iteration 8Q: 3 clusters Score -90701.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -90748.890625 Penalty: 700.479370
	Iteration 9Q: 3 clusters Score -90748.89 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -90810.179688 Penalty: 700.479370
	Iteration 10Q: 3 clusters Score -90810.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -90850.125000 Penalty: 700.479370
	Iteration 11Q: 3 clusters Score -90850.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -90881.531250 Penalty: 700.479370
	Iteration 12Q: 3 clusters Score -90881.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -90901.828125 Penalty: 700.479370
	Iteration 13Q: 3 clusters Score -90901.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -90921.109375 Penalty: 700.479370
	Iteration 14Q: 3 clusters Score -90921.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -90933.320312 Penalty: 700.479370
	Iteration 15Q: 3 clusters Score -90933.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -90944.226562 Penalty: 700.479370
	Iteration 16Q: 3 clusters Score -90944.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -90952.281250 Penalty: 700.479370
	Iteration 17Q: 3 clusters Score -90952.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -90958.882812 Penalty: 700.479370
	Iteration 18Q: 3 clusters Score -90958.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -90960.726562 Penalty: 700.479370
	Iteration 19Q: 3 clusters Score -90960.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -90962.929688 Penalty: 700.479370
	Iteration 20F: 3 clusters Score -90962.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -90964.929688 Penalty: 700.479370
	Iteration 21Q: 3 clusters Score -90964.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -90965.671875 Penalty: 700.479370
	Iteration 22Q: 3 clusters Score -90965.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -90966.414062 Penalty: 700.479370
	Iteration 23Q: 3 clusters Score -90966.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -90967.242188 Penalty: 700.479370
	Iteration 24Q: 3 clusters Score -90967.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -90968.179688 Penalty: 700.479370
	Iteration 25Q: 3 clusters Score -90968.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -90970.039062 Penalty: 700.479370
	Iteration 26Q: 3 clusters Score -90970.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -90973.968750 Penalty: 700.479370
	Iteration 27Q: 3 clusters Score -90973.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -90974.718750 Penalty: 700.479370
	Iteration 28Q: 3 clusters Score -90974.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -90975.031250 Penalty: 700.479370
	Iteration 29Q: 3 clusters Score -90975.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -90974.976562 Penalty: 700.479370
	Iteration 30Q: 3 clusters Score -90974.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -90975.078125 Penalty: 700.479370
	Iteration 31Q: 3 clusters Score -90975.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -90975.234375 Penalty: 700.479370
	Iteration 32Q: 3 clusters Score -90975.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -90975.812500 Penalty: 700.479370
	Iteration 33Q: 3 clusters Score -90975.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -90976.601562 Penalty: 700.479370
	Iteration 34Q: 3 clusters Score -90976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -90977.046875 Penalty: 700.479370
	Iteration 35Q: 3 clusters Score -90977.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -90977.046875 Penalty: 700.479370
	Iteration 36F: 3 clusters Score -90977.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161221 members 
Mstep: Class 4 contains 22003 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37350 members 
Mstep: Class 9 contains 223411 members 
Mstep: Class 10 contains 36912 members 
Mstep: Class 11 contains 31113 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215172 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54207 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93538 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 5797 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 1770 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18885 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 157973 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111965 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 95905 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40395 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 614 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 433 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1064 members 
Mstep: Class 55 contains 2575 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 60 contains 2162 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 226673 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 183419 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90792784.000000 Penalty: 50770.378906
Splitting cluster 51 changes total score from -90793032.000000 to -90792784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -51439.589844 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -51439.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -50627.777344 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -50627.78 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -50947.011719 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -50947.01 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -51064.628906 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -51064.63 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -51165.242188 Penalty: 632.262268
	Iteration 3F: 3 clusters Score -51165.24 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -51233.078125 Penalty: 632.262268
	Iteration 4F: 3 clusters Score -51233.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -51271.773438 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -51271.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -51296.605469 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -51296.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -51321.980469 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -51321.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -51343.980469 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -51343.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -51376.664062 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -51376.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -51403.054688 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -51403.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -51420.605469 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -51420.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -51436.839844 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -51436.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51447.070312 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -51447.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51450.234375 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -51450.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -51451.644531 Penalty: 632.262268
	Iteration 15Q: 3 clusters Score -51451.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51454.734375 Penalty: 632.262268
	Iteration 16Q: 3 clusters Score -51454.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51457.410156 Penalty: 632.262268
	Iteration 17Q: 3 clusters Score -51457.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51457.410156 Penalty: 632.262268
	Iteration 18F: 3 clusters Score -51457.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161221 members 
Mstep: Class 4 contains 22003 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37350 members 
Mstep: Class 9 contains 223411 members 
Mstep: Class 10 contains 36912 members 
Mstep: Class 11 contains 31113 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215172 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54207 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93538 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 5797 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18885 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 157973 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111965 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 95905 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40395 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 614 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2203 members 
Mstep: Class 52 contains 709 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1064 members 
Mstep: Class 55 contains 2575 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 60 contains 2162 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 226673 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 183419 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90792704.000000 Penalty: 50770.378906
Splitting cluster 52 changes total score from -90793032.000000 to -90792704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -15808.382812 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -15808.38 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 174 members 
Entering Unmasked Estep 
Score: -15452.782227 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -15452.78 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15545.516602 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -15545.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15568.914062 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -15568.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15580.327148 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -15580.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15587.691406 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -15587.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15596.465820 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -15596.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15602.585938 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -15602.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15609.857422 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -15609.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15614.508789 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -15614.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15626.268555 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -15626.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15642.188477 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -15642.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15653.136719 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -15653.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15655.641602 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -15655.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15656.446289 Penalty: 524.632385
	Iteration 13Q: 3 clusters Score -15656.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15660.712891 Penalty: 524.632385
	Iteration 14Q: 3 clusters Score -15660.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15666.318359 Penalty: 524.632385
	Iteration 15Q: 3 clusters Score -15666.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15671.625977 Penalty: 524.632385
	Iteration 16Q: 3 clusters Score -15671.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15676.503906 Penalty: 524.632385
	Iteration 17Q: 3 clusters Score -15676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15684.410156 Penalty: 524.632385
	Iteration 18Q: 3 clusters Score -15684.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15687.453125 Penalty: 524.632385
	Iteration 19Q: 3 clusters Score -15687.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15687.855469 Penalty: 524.632385
	Iteration 20F: 3 clusters Score -15687.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15689.632812 Penalty: 524.632385
	Iteration 21Q: 3 clusters Score -15689.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15691.058594 Penalty: 524.632385
	Iteration 22Q: 3 clusters Score -15691.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15692.757812 Penalty: 524.632385
	Iteration 23Q: 3 clusters Score -15692.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15694.155273 Penalty: 524.632385
	Iteration 24Q: 3 clusters Score -15694.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15695.967773 Penalty: 524.632385
	Iteration 25Q: 3 clusters Score -15695.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15697.134766 Penalty: 524.632385
	Iteration 26Q: 3 clusters Score -15697.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15699.378906 Penalty: 524.632385
	Iteration 27Q: 3 clusters Score -15699.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15703.364258 Penalty: 524.632385
	Iteration 28Q: 3 clusters Score -15703.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15705.089844 Penalty: 524.632385
	Iteration 29Q: 3 clusters Score -15705.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15708.710938 Penalty: 524.632385
	Iteration 30Q: 3 clusters Score -15708.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15712.583984 Penalty: 524.632385
	Iteration 31Q: 3 clusters Score -15712.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15714.287109 Penalty: 524.632385
	Iteration 32Q: 3 clusters Score -15714.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15715.513672 Penalty: 524.632385
	Iteration 33Q: 3 clusters Score -15715.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15716.195312 Penalty: 524.632385
	Iteration 34Q: 3 clusters Score -15716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15717.631836 Penalty: 524.632385
	Iteration 35Q: 3 clusters Score -15717.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15718.198242 Penalty: 524.632385
	Iteration 36Q: 3 clusters Score -15718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15719.039062 Penalty: 524.632385
	Iteration 37Q: 3 clusters Score -15719.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15721.625977 Penalty: 524.632385
	Iteration 38Q: 3 clusters Score -15721.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15725.089844 Penalty: 524.632385
	Iteration 39Q: 3 clusters Score -15725.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15725.491211 Penalty: 524.632385
	Iteration 40F: 3 clusters Score -15725.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Entering Unmasked Estep 
Score: -51298.820312 Penalty: 317.125458
	Iteration 0F: 2 clusters Score -51298.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -50457.203125 Penalty: 634.250916
	Iteration 0F: 3 clusters Score -50457.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -50740.015625 Penalty: 634.250916
	Iteration 1F: 3 clusters Score -50740.02 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -50809.367188 Penalty: 634.250916
	Iteration 2F: 3 clusters Score -50809.37 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -50872.410156 Penalty: 634.250916
	Iteration 3F: 3 clusters Score -50872.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -50930.722656 Penalty: 634.250916
	Iteration 4F: 3 clusters Score -50930.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -50982.078125 Penalty: 634.250916
	Iteration 5Q: 3 clusters Score -50982.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -51009.449219 Penalty: 634.250916
	Iteration 6Q: 3 clusters Score -51009.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -51027.964844 Penalty: 634.250916
	Iteration 7Q: 3 clusters Score -51027.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -51040.144531 Penalty: 634.250916
	Iteration 8Q: 3 clusters Score -51040.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -51050.546875 Penalty: 634.250916
	Iteration 9Q: 3 clusters Score -51050.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -51057.472656 Penalty: 634.250916
	Iteration 10Q: 3 clusters Score -51057.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -51059.796875 Penalty: 634.250916
	Iteration 11Q: 3 clusters Score -51059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -51060.855469 Penalty: 634.250916
	Iteration 12Q: 3 clusters Score -51060.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -51063.746094 Penalty: 634.250916
	Iteration 13Q: 3 clusters Score -51063.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -51065.253906 Penalty: 634.250916
	Iteration 14Q: 3 clusters Score -51065.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -51067.976562 Penalty: 634.250916
	Iteration 15Q: 3 clusters Score -51067.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -51068.699219 Penalty: 634.250916
	Iteration 16Q: 3 clusters Score -51068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -51069.183594 Penalty: 634.250916
	Iteration 17Q: 3 clusters Score -51069.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -51070.128906 Penalty: 634.250916
	Iteration 18Q: 3 clusters Score -51070.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -51071.160156 Penalty: 634.250916
	Iteration 19Q: 3 clusters Score -51071.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -51071.160156 Penalty: 634.250916
	Iteration 20F: 3 clusters Score -51071.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -130905.765625 Penalty: 357.339020
	Iteration 0F: 2 clusters Score -130905.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -129089.000000 Penalty: 714.678040
	Iteration 0F: 3 clusters Score -129089 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -129711.734375 Penalty: 714.678040
	Iteration 1F: 3 clusters Score -129711.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -129814.976562 Penalty: 714.678040
	Iteration 2F: 3 clusters Score -129815 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -129922.578125 Penalty: 714.678040
	Iteration 3F: 3 clusters Score -129922.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -130030.046875 Penalty: 714.678040
	Iteration 4F: 3 clusters Score -130030 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -130138.898438 Penalty: 714.678040
	Iteration 5F: 3 clusters Score -130138.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -130224.054688 Penalty: 714.678040
	Iteration 6Q: 3 clusters Score -130224.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -130279.742188 Penalty: 714.678040
	Iteration 7Q: 3 clusters Score -130279.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -130302.851562 Penalty: 714.678040
	Iteration 8Q: 3 clusters Score -130302.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -130316.953125 Penalty: 714.678040
	Iteration 9Q: 3 clusters Score -130317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -130323.078125 Penalty: 714.678040
	Iteration 10Q: 3 clusters Score -130323.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -130326.648438 Penalty: 714.678040
	Iteration 11Q: 3 clusters Score -130326.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -130328.273438 Penalty: 714.678040
	Iteration 12Q: 3 clusters Score -130328.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -130331.343750 Penalty: 714.678040
	Iteration 13Q: 3 clusters Score -130331.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -130336.164062 Penalty: 714.678040
	Iteration 14Q: 3 clusters Score -130336.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -130343.234375 Penalty: 714.678040
	Iteration 15Q: 3 clusters Score -130343.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -130349.562500 Penalty: 714.678040
	Iteration 16Q: 3 clusters Score -130349.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -130355.671875 Penalty: 714.678040
	Iteration 17Q: 3 clusters Score -130355.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -130360.101562 Penalty: 714.678040
	Iteration 18Q: 3 clusters Score -130360.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -130362.890625 Penalty: 714.678040
	Iteration 19Q: 3 clusters Score -130362.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -130368.851562 Penalty: 714.678040
	Iteration 20F: 3 clusters Score -130368.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -130376.390625 Penalty: 714.678040
	Iteration 21Q: 3 clusters Score -130376.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -130384.234375 Penalty: 714.678040
	Iteration 22Q: 3 clusters Score -130384.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -130393.664062 Penalty: 714.678040
	Iteration 23Q: 3 clusters Score -130393.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -130399.804688 Penalty: 714.678040
	Iteration 24Q: 3 clusters Score -130399.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -130406.656250 Penalty: 714.678040
	Iteration 25Q: 3 clusters Score -130406.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -130412.015625 Penalty: 714.678040
	Iteration 26Q: 3 clusters Score -130412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -130415.250000 Penalty: 714.678040
	Iteration 27Q: 3 clusters Score -130415.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -130417.812500 Penalty: 714.678040
	Iteration 28Q: 3 clusters Score -130417.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -130418.593750 Penalty: 714.678040
	Iteration 29Q: 3 clusters Score -130418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -130419.523438 Penalty: 714.678040
	Iteration 30Q: 3 clusters Score -130419.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -130420.304688 Penalty: 714.678040
	Iteration 31Q: 3 clusters Score -130420.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -130420.335938 Penalty: 714.678040
	Iteration 32Q: 3 clusters Score -130420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -130420.859375 Penalty: 714.678040
	Iteration 33Q: 3 clusters Score -130420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -130421.335938 Penalty: 714.678040
	Iteration 34Q: 3 clusters Score -130421.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -130421.953125 Penalty: 714.678040
	Iteration 35Q: 3 clusters Score -130422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -130422.812500 Penalty: 714.678040
	Iteration 36Q: 3 clusters Score -130422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -130423.570312 Penalty: 714.678040
	Iteration 37Q: 3 clusters Score -130423.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -130424.203125 Penalty: 714.678040
	Iteration 38Q: 3 clusters Score -130424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -130424.921875 Penalty: 714.678040
	Iteration 39Q: 3 clusters Score -130424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -130425.117188 Penalty: 714.678040
	Iteration 40F: 3 clusters Score -130425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -130425.289062 Penalty: 714.678040
	Iteration 41Q: 3 clusters Score -130425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -130426.070312 Penalty: 714.678040
	Iteration 42Q: 3 clusters Score -130426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -130426.757812 Penalty: 714.678040
	Iteration 43Q: 3 clusters Score -130426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -130426.867188 Penalty: 714.678040
	Iteration 44Q: 3 clusters Score -130426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -130427.054688 Penalty: 714.678040
	Iteration 45Q: 3 clusters Score -130427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -130427.664062 Penalty: 714.678040
	Iteration 46Q: 3 clusters Score -130427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -130427.664062 Penalty: 714.678040
	Iteration 47F: 3 clusters Score -130427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -17288.871094 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -17288.87 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 164 members 
Entering Unmasked Estep 
Score: -16908.988281 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -16908.99 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17029.353516 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -17029.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17095.859375 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -17095.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17141.472656 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -17141.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17184.271484 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -17184.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17244.199219 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -17244.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17295.511719 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -17295.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17304.568359 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -17304.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17305.433594 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -17305.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17305.433594 Penalty: 526.607666
	Iteration 9F: 3 clusters Score -17305.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161221 members 
Mstep: Class 4 contains 22003 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37350 members 
Mstep: Class 9 contains 223411 members 
Mstep: Class 10 contains 36912 members 
Mstep: Class 11 contains 31113 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215172 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54207 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93538 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 5797 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 150 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18885 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 157973 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111965 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 95905 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40395 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 614 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2203 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1064 members 
Mstep: Class 55 contains 2575 members 
Mstep: Class 56 contains 176 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 60 contains 2162 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 226673 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 183419 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90792448.000000 Penalty: 50770.378906
Splitting cluster 56 changes total score from -90793032.000000 to -90792448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -17711.746094 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -17711.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17318.300781 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -17318.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17437.402344 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -17437.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17477.664062 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -17477.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17488.447266 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -17488.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17494.710938 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -17494.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17495.300781 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -17495.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17495.300781 Penalty: 530.967773
	Iteration 6F: 3 clusters Score -17495.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3954.175293 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3954.175 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 35 members 
Entering Unmasked Estep 
Score: -3807.358398 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3807.358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3838.781494 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3838.781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3854.954834 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -3854.955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3865.678223 Penalty: 398.764435
	Iteration 3Q: 3 clusters Score -3865.678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3877.094482 Penalty: 398.764435
	Iteration 4Q: 3 clusters Score -3877.094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3880.143311 Penalty: 398.764435
	Iteration 5Q: 3 clusters Score -3880.143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3880.143311 Penalty: 398.764435
	Iteration 6F: 3 clusters Score -3880.143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Entering Unmasked Estep 
Score: -339474.843750 Penalty: 401.200500
	Iteration 0F: 2 clusters Score -339474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -334945.312500 Penalty: 802.401001
	Iteration 0F: 3 clusters Score -334945.3 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -336904.468750 Penalty: 802.401001
	Iteration 1F: 3 clusters Score -336904.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -337169.281250 Penalty: 802.401001
	Iteration 2F: 3 clusters Score -337169.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -337383.343750 Penalty: 802.401001
	Iteration 3F: 3 clusters Score -337383.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -337630.343750 Penalty: 802.401001
	Iteration 4F: 3 clusters Score -337630.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -337937.562500 Penalty: 802.401001
	Iteration 5F: 3 clusters Score -337937.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -338276.218750 Penalty: 802.401001
	Iteration 6F: 3 clusters Score -338276.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -338620.093750 Penalty: 802.401001
	Iteration 7F: 3 clusters Score -338620.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -338899.156250 Penalty: 802.401001
	Iteration 8Q: 3 clusters Score -338899.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -339092.312500 Penalty: 802.401001
	Iteration 9Q: 3 clusters Score -339092.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -339189.125000 Penalty: 802.401001
	Iteration 10Q: 3 clusters Score -339189.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -339236.125000 Penalty: 802.401001
	Iteration 11Q: 3 clusters Score -339236.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -339246.156250 Penalty: 802.401001
	Iteration 12Q: 3 clusters Score -339246.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -339260.875000 Penalty: 802.401001
	Iteration 13Q: 3 clusters Score -339260.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -339269.406250 Penalty: 802.401001
	Iteration 14Q: 3 clusters Score -339269.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -339277.968750 Penalty: 802.401001
	Iteration 15Q: 3 clusters Score -339278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -339285.375000 Penalty: 802.401001
	Iteration 16Q: 3 clusters Score -339285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -339288.250000 Penalty: 802.401001
	Iteration 17Q: 3 clusters Score -339288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -339288.750000 Penalty: 802.401001
	Iteration 18Q: 3 clusters Score -339288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -339288.875000 Penalty: 802.401001
	Iteration 19Q: 3 clusters Score -339288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -339288.875000 Penalty: 802.401001
	Iteration 20F: 3 clusters Score -339288.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Entering Unmasked Estep 
Score: -116894.125000 Penalty: 349.384918
	Iteration 0F: 2 clusters Score -116894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -115352.882812 Penalty: 698.769836
	Iteration 0F: 3 clusters Score -115352.9 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -115832.304688 Penalty: 698.769836
	Iteration 1F: 3 clusters Score -115832.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -115873.906250 Penalty: 698.769836
	Iteration 2F: 3 clusters Score -115873.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -115911.882812 Penalty: 698.769836
	Iteration 3Q: 3 clusters Score -115911.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -115951.546875 Penalty: 698.769836
	Iteration 4Q: 3 clusters Score -115951.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -115991.281250 Penalty: 698.769836
	Iteration 5Q: 3 clusters Score -115991.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -116027.562500 Penalty: 698.769836
	Iteration 6Q: 3 clusters Score -116027.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -116072.437500 Penalty: 698.769836
	Iteration 7Q: 3 clusters Score -116072.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -116127.390625 Penalty: 698.769836
	Iteration 8Q: 3 clusters Score -116127.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -116191.242188 Penalty: 698.769836
	Iteration 9Q: 3 clusters Score -116191.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -116244.750000 Penalty: 698.769836
	Iteration 10Q: 3 clusters Score -116244.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -116271.078125 Penalty: 698.769836
	Iteration 11Q: 3 clusters Score -116271.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -116280.468750 Penalty: 698.769836
	Iteration 12Q: 3 clusters Score -116280.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -116292.835938 Penalty: 698.769836
	Iteration 13Q: 3 clusters Score -116292.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -116304.023438 Penalty: 698.769836
	Iteration 14Q: 3 clusters Score -116304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -116315.304688 Penalty: 698.769836
	Iteration 15Q: 3 clusters Score -116315.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -116324.140625 Penalty: 698.769836
	Iteration 16Q: 3 clusters Score -116324.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -116329.343750 Penalty: 698.769836
	Iteration 17Q: 3 clusters Score -116329.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -116335.148438 Penalty: 698.769836
	Iteration 18Q: 3 clusters Score -116335.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -116342.742188 Penalty: 698.769836
	Iteration 19Q: 3 clusters Score -116342.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -116352.773438 Penalty: 698.769836
	Iteration 20F: 3 clusters Score -116352.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116360.796875 Penalty: 698.769836
	Iteration 21Q: 3 clusters Score -116360.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116368.820312 Penalty: 698.769836
	Iteration 22Q: 3 clusters Score -116368.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116381.046875 Penalty: 698.769836
	Iteration 23Q: 3 clusters Score -116381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116397.171875 Penalty: 698.769836
	Iteration 24Q: 3 clusters Score -116397.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116413.445312 Penalty: 698.769836
	Iteration 25Q: 3 clusters Score -116413.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -116430.281250 Penalty: 698.769836
	Iteration 26Q: 3 clusters Score -116430.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -116441.156250 Penalty: 698.769836
	Iteration 27Q: 3 clusters Score -116441.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -116453.703125 Penalty: 698.769836
	Iteration 28Q: 3 clusters Score -116453.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -116467.812500 Penalty: 698.769836
	Iteration 29Q: 3 clusters Score -116467.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -116474.132812 Penalty: 698.769836
	Iteration 30Q: 3 clusters Score -116474.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -116475.945312 Penalty: 698.769836
	Iteration 31Q: 3 clusters Score -116475.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -116477.570312 Penalty: 698.769836
	Iteration 32Q: 3 clusters Score -116477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -116478.703125 Penalty: 698.769836
	Iteration 33Q: 3 clusters Score -116478.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -116476.710938 Penalty: 698.769836
	Iteration 34Q: 3 clusters Score -116476.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -116478.609375 Penalty: 698.769836
	Iteration 35Q: 3 clusters Score -116478.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -116482.984375 Penalty: 698.769836
	Iteration 36Q: 3 clusters Score -116483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -116485.679688 Penalty: 698.769836
	Iteration 37Q: 3 clusters Score -116485.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -116484.000000 Penalty: 698.769836
	Iteration 38Q: 3 clusters Score -116484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -116487.562500 Penalty: 698.769836
	Iteration 39Q: 3 clusters Score -116487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -116488.468750 Penalty: 698.769836
	Iteration 40F: 3 clusters Score -116488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -116491.210938 Penalty: 698.769836
	Iteration 41Q: 3 clusters Score -116491.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -116490.328125 Penalty: 698.769836
	Iteration 42Q: 3 clusters Score -116490.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -116496.703125 Penalty: 698.769836
	Iteration 43Q: 3 clusters Score -116496.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -116498.093750 Penalty: 698.769836
	Iteration 44Q: 3 clusters Score -116498.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -116508.351562 Penalty: 698.769836
	Iteration 45Q: 3 clusters Score -116508.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -116511.625000 Penalty: 698.769836
	Iteration 46Q: 3 clusters Score -116511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -116514.539062 Penalty: 698.769836
	Iteration 47Q: 3 clusters Score -116514.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -116514.835938 Penalty: 698.769836
	Iteration 48Q: 3 clusters Score -116514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -116517.031250 Penalty: 698.769836
	Iteration 49Q: 3 clusters Score -116517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -116513.781250 Penalty: 698.769836
	Iteration 50Q: 3 clusters Score -116513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -116519.359375 Penalty: 698.769836
	Iteration 51Q: 3 clusters Score -116519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -116519.359375 Penalty: 698.769836
	Iteration 52F: 3 clusters Score -116519.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -5859.450684 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -5859.451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5606.121582 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -5606.122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5646.143066 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -5646.143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5680.296875 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -5680.297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5700.869141 Penalty: 457.769867
	Iteration 3F: 3 clusters Score -5700.869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5707.464355 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -5707.464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5709.059570 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -5709.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5709.303223 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -5709.303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5709.303223 Penalty: 457.769867
	Iteration 7F: 3 clusters Score -5709.303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7097.948242 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7097.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6867.508301 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6867.508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6916.192383 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6916.192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6921.831543 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -6921.832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6925.616211 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -6925.616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6932.448242 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6932.448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6932.924316 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6932.924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6942.246094 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6942.246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6948.908203 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -6948.908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6948.908203 Penalty: 448.380096
	Iteration 8F: 3 clusters Score -6948.908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4009.663574 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4009.664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3813.908203 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -3813.908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3855.172119 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -3855.172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3872.439209 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -3872.439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7796.880859 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7796.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7537.741211 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7537.741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7579.648438 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7579.648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7600.357422 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7600.357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7607.438477 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7607.438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7614.602051 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7614.602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7620.331543 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -7620.332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7627.207520 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -7627.208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7629.418945 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -7629.419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7629.418945 Penalty: 458.362671
	Iteration 8F: 3 clusters Score -7629.419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -28721.910156 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -28721.91 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 282 members 
Entering Unmasked Estep 
Score: -28192.371094 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -28192.37 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28352.863281 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -28352.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28410.156250 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -28410.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28460.664062 Penalty: 579.348816
	Iteration 3F: 3 clusters Score -28460.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28482.666016 Penalty: 579.348816
	Iteration 4Q: 3 clusters Score -28482.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28502.333984 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -28502.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28528.492188 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -28528.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28550.089844 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -28550.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28567.353516 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -28567.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28576.638672 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -28576.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28580.423828 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -28580.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28586.933594 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -28586.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28594.697266 Penalty: 579.348816
	Iteration 12Q: 3 clusters Score -28594.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28599.257812 Penalty: 579.348816
	Iteration 13Q: 3 clusters Score -28599.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28602.537109 Penalty: 579.348816
	Iteration 14Q: 3 clusters Score -28602.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28604.185547 Penalty: 579.348816
	Iteration 15Q: 3 clusters Score -28604.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28606.716797 Penalty: 579.348816
	Iteration 16Q: 3 clusters Score -28606.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28607.373047 Penalty: 579.348816
	Iteration 17Q: 3 clusters Score -28607.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28608.890625 Penalty: 579.348816
	Iteration 18Q: 3 clusters Score -28608.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28610.146484 Penalty: 579.348816
	Iteration 19Q: 3 clusters Score -28610.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28611.845703 Penalty: 579.348816
	Iteration 20F: 3 clusters Score -28611.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28613.554688 Penalty: 579.348816
	Iteration 21Q: 3 clusters Score -28613.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28615.564453 Penalty: 579.348816
	Iteration 22Q: 3 clusters Score -28615.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28617.154297 Penalty: 579.348816
	Iteration 23Q: 3 clusters Score -28617.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28620.939453 Penalty: 579.348816
	Iteration 24Q: 3 clusters Score -28620.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28628.621094 Penalty: 579.348816
	Iteration 25Q: 3 clusters Score -28628.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28639.011719 Penalty: 579.348816
	Iteration 26Q: 3 clusters Score -28639.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28665.566406 Penalty: 579.348816
	Iteration 27Q: 3 clusters Score -28665.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28682.402344 Penalty: 579.348816
	Iteration 28Q: 3 clusters Score -28682.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28690.664062 Penalty: 579.348816
	Iteration 29Q: 3 clusters Score -28690.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28707.820312 Penalty: 579.348816
	Iteration 30Q: 3 clusters Score -28707.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28728.296875 Penalty: 579.348816
	Iteration 31Q: 3 clusters Score -28728.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28743.929688 Penalty: 579.348816
	Iteration 32Q: 3 clusters Score -28743.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28746.810547 Penalty: 579.348816
	Iteration 33Q: 3 clusters Score -28746.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28747.265625 Penalty: 579.348816
	Iteration 34Q: 3 clusters Score -28747.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28748.132812 Penalty: 579.348816
	Iteration 35Q: 3 clusters Score -28748.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28748.132812 Penalty: 579.348816
	Iteration 36F: 3 clusters Score -28748.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161221 members 
Mstep: Class 4 contains 22003 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37350 members 
Mstep: Class 9 contains 223411 members 
Mstep: Class 10 contains 36912 members 
Mstep: Class 11 contains 31113 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215172 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54207 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93538 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 5797 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18885 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 157973 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111965 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 95905 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40395 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 614 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2203 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1064 members 
Mstep: Class 55 contains 2575 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 60 contains 2162 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 328 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 226673 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 183419 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90792608.000000 Penalty: 50770.378906
Splitting cluster 66 changes total score from -90793032.000000 to -90792608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -18857.792969 Penalty: 270.990601
	Iteration 0F: 2 clusters Score -18857.79 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 187 members 
Entering Unmasked Estep 
Score: -18450.605469 Penalty: 541.981201
	Iteration 0F: 3 clusters Score -18450.61 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18556.414062 Penalty: 541.981201
	Iteration 1F: 3 clusters Score -18556.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18595.960938 Penalty: 541.981201
	Iteration 2F: 3 clusters Score -18595.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18616.679688 Penalty: 541.981201
	Iteration 3Q: 3 clusters Score -18616.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18632.033203 Penalty: 541.981201
	Iteration 4Q: 3 clusters Score -18632.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18646.292969 Penalty: 541.981201
	Iteration 5Q: 3 clusters Score -18646.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18658.326172 Penalty: 541.981201
	Iteration 6Q: 3 clusters Score -18658.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18665.685547 Penalty: 541.981201
	Iteration 7Q: 3 clusters Score -18665.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18668.730469 Penalty: 541.981201
	Iteration 8Q: 3 clusters Score -18668.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18671.531250 Penalty: 541.981201
	Iteration 9Q: 3 clusters Score -18671.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18675.013672 Penalty: 541.981201
	Iteration 10Q: 3 clusters Score -18675.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18675.652344 Penalty: 541.981201
	Iteration 11Q: 3 clusters Score -18675.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18675.652344 Penalty: 541.981201
	Iteration 12F: 3 clusters Score -18675.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (226673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226673 members 
Entering Unmasked Estep 
Score: -11286716.000000 Penalty: 561.072510
	Iteration 0F: 2 clusters Score -1.128672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113202 members 
Mstep: Class 2 contains 113471 members 
Entering Unmasked Estep 
Score: -11146525.000000 Penalty: 1122.145020
	Iteration 0F: 3 clusters Score -1.114652e+07 nChanged 111578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111492 members 
Mstep: Class 2 contains 115181 members 
Entering Unmasked Estep 
Score: -11216803.000000 Penalty: 1122.145020
	Iteration 1F: 3 clusters Score -1.12168e+07 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112674 members 
Mstep: Class 2 contains 113999 members 
Entering Unmasked Estep 
Score: -11221592.000000 Penalty: 1122.145020
	Iteration 2Q: 3 clusters Score -1.122159e+07 nChanged 13626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Mstep: Class 2 contains 111603 members 
Entering Unmasked Estep 
Score: -11230048.000000 Penalty: 1122.145020
	Iteration 3F: 3 clusters Score -1.123005e+07 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118743 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -11242789.000000 Penalty: 1122.145020
	Iteration 4F: 3 clusters Score -1.124279e+07 nChanged 16799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123410 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -11256969.000000 Penalty: 1122.145020
	Iteration 5F: 3 clusters Score -1.125697e+07 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -11265806.000000 Penalty: 1122.145020
	Iteration 6F: 3 clusters Score -1.126581e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133491 members 
Mstep: Class 2 contains 93182 members 
Entering Unmasked Estep 
Score: -11270400.000000 Penalty: 1122.145020
	Iteration 7Q: 3 clusters Score -1.12704e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138667 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -11274502.000000 Penalty: 1122.145020
	Iteration 8Q: 3 clusters Score -1.12745e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143577 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -11278674.000000 Penalty: 1122.145020
	Iteration 9Q: 3 clusters Score -1.127867e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147893 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -11283101.000000 Penalty: 1122.145020
	Iteration 10Q: 3 clusters Score -1.12831e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151386 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -11286854.000000 Penalty: 1122.145020
	Iteration 11Q: 3 clusters Score -1.128685e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154545 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -11289822.000000 Penalty: 1122.145020
	Iteration 12Q: 3 clusters Score -1.128982e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157392 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -11292094.000000 Penalty: 1122.145020
	Iteration 13Q: 3 clusters Score -1.129209e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160022 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -11293612.000000 Penalty: 1122.145020
	Iteration 14Q: 3 clusters Score -1.129361e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162566 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -11295389.000000 Penalty: 1122.145020
	Iteration 15Q: 3 clusters Score -1.129539e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164469 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -11296564.000000 Penalty: 1122.145020
	Iteration 16Q: 3 clusters Score -1.129656e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165846 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -11297299.000000 Penalty: 1122.145020
	Iteration 17Q: 3 clusters Score -1.12973e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167058 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -11297810.000000 Penalty: 1122.145020
	Iteration 18Q: 3 clusters Score -1.129781e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168121 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -11298209.000000 Penalty: 1122.145020
	Iteration 19Q: 3 clusters Score -1.129821e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168940 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -11298429.000000 Penalty: 1122.145020
	Iteration 20F: 3 clusters Score -1.129843e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -11298674.000000 Penalty: 1122.145020
	Iteration 21Q: 3 clusters Score -1.129867e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -11298792.000000 Penalty: 1122.145020
	Iteration 22Q: 3 clusters Score -1.129879e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -11299003.000000 Penalty: 1122.145020
	Iteration 23Q: 3 clusters Score -1.1299e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -11299050.000000 Penalty: 1122.145020
	Iteration 24Q: 3 clusters Score -1.129905e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171957 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -11299086.000000 Penalty: 1122.145020
	Iteration 25Q: 3 clusters Score -1.129909e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172595 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -11299116.000000 Penalty: 1122.145020
	Iteration 26Q: 3 clusters Score -1.129912e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173300 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -11299119.000000 Penalty: 1122.145020
	Iteration 27Q: 3 clusters Score -1.129912e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173945 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -11299147.000000 Penalty: 1122.145020
	Iteration 28Q: 3 clusters Score -1.129915e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174530 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -11299124.000000 Penalty: 1122.145020
	Iteration 29Q: 3 clusters Score -1.129912e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175013 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -11299124.000000 Penalty: 1122.145020
	Iteration 30Q: 3 clusters Score -1.129912e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175520 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -11299120.000000 Penalty: 1122.145020
	Iteration 31Q: 3 clusters Score -1.129912e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175957 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -11299168.000000 Penalty: 1122.145020
	Iteration 32Q: 3 clusters Score -1.129917e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176330 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -11299126.000000 Penalty: 1122.145020
	Iteration 33Q: 3 clusters Score -1.129913e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176743 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -11299072.000000 Penalty: 1122.145020
	Iteration 34Q: 3 clusters Score -1.129907e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177073 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -11299065.000000 Penalty: 1122.145020
	Iteration 35Q: 3 clusters Score -1.129906e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177338 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -11299077.000000 Penalty: 1122.145020
	Iteration 36Q: 3 clusters Score -1.129908e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177611 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -11299098.000000 Penalty: 1122.145020
	Iteration 37Q: 3 clusters Score -1.12991e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177929 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -11299081.000000 Penalty: 1122.145020
	Iteration 38Q: 3 clusters Score -1.129908e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178244 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -11299033.000000 Penalty: 1122.145020
	Iteration 39Q: 3 clusters Score -1.129903e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178573 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -11298982.000000 Penalty: 1122.145020
	Iteration 40F: 3 clusters Score -1.129898e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178802 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -11298982.000000 Penalty: 1122.145020
	Iteration 41Q: 3 clusters Score -1.129898e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179023 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -11298963.000000 Penalty: 1122.145020
	Iteration 42Q: 3 clusters Score -1.129896e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179177 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -11298980.000000 Penalty: 1122.145020
	Iteration 43Q: 3 clusters Score -1.129898e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179351 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -11298961.000000 Penalty: 1122.145020
	Iteration 44Q: 3 clusters Score -1.129896e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179441 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -11298958.000000 Penalty: 1122.145020
	Iteration 45Q: 3 clusters Score -1.129896e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179523 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -11298935.000000 Penalty: 1122.145020
	Iteration 46Q: 3 clusters Score -1.129894e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179608 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -11298946.000000 Penalty: 1122.145020
	Iteration 47Q: 3 clusters Score -1.129895e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179723 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -11298885.000000 Penalty: 1122.145020
	Iteration 48Q: 3 clusters Score -1.129888e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179863 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -11298854.000000 Penalty: 1122.145020
	Iteration 49Q: 3 clusters Score -1.129885e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180011 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -11298849.000000 Penalty: 1122.145020
	Iteration 50Q: 3 clusters Score -1.129885e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180091 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -11298868.000000 Penalty: 1122.145020
	Iteration 51Q: 3 clusters Score -1.129887e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180199 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -11298842.000000 Penalty: 1122.145020
	Iteration 52Q: 3 clusters Score -1.129884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180231 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -11298829.000000 Penalty: 1122.145020
	Iteration 53Q: 3 clusters Score -1.129883e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180277 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -11298853.000000 Penalty: 1122.145020
	Iteration 54Q: 3 clusters Score -1.129885e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180357 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -11298817.000000 Penalty: 1122.145020
	Iteration 55Q: 3 clusters Score -1.129882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -11298828.000000 Penalty: 1122.145020
	Iteration 56Q: 3 clusters Score -1.129883e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180427 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -11298817.000000 Penalty: 1122.145020
	Iteration 57Q: 3 clusters Score -1.129882e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180460 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -11298808.000000 Penalty: 1122.145020
	Iteration 58Q: 3 clusters Score -1.129881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180473 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -11298803.000000 Penalty: 1122.145020
	Iteration 59Q: 3 clusters Score -1.12988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180469 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -11298806.000000 Penalty: 1122.145020
	Iteration 60F: 3 clusters Score -1.129881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180462 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -11298803.000000 Penalty: 1122.145020
	Iteration 61Q: 3 clusters Score -1.12988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180457 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -11298816.000000 Penalty: 1122.145020
	Iteration 62Q: 3 clusters Score -1.129882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180457 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -11298816.000000 Penalty: 1122.145020
	Iteration 63F: 3 clusters Score -1.129882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161221 members 
Mstep: Class 4 contains 22003 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37350 members 
Mstep: Class 9 contains 223411 members 
Mstep: Class 10 contains 36912 members 
Mstep: Class 11 contains 31113 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215172 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54207 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93538 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 5797 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 46216 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18885 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 157973 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111965 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 95905 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40395 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 614 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2203 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1064 members 
Mstep: Class 55 contains 2575 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 60 contains 2162 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 180457 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 183419 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90802808.000000 Penalty: 50770.378906
Splitting cluster 68 changes total score from -90793032.000000 to -90802808.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 69 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -40268.320312 Penalty: 303.978882
	Iteration 0F: 2 clusters Score -40268.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39589.160156 Penalty: 607.957764
	Iteration 0F: 3 clusters Score -39589.16 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -39809.187500 Penalty: 607.957764
	Iteration 1F: 3 clusters Score -39809.19 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -39868.019531 Penalty: 607.957764
	Iteration 2F: 3 clusters Score -39868.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -39905.589844 Penalty: 607.957764
	Iteration 3F: 3 clusters Score -39905.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -39930.605469 Penalty: 607.957764
	Iteration 4Q: 3 clusters Score -39930.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -39951.312500 Penalty: 607.957764
	Iteration 5Q: 3 clusters Score -39951.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39967.246094 Penalty: 607.957764
	Iteration 6Q: 3 clusters Score -39967.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39972.445312 Penalty: 607.957764
	Iteration 7Q: 3 clusters Score -39972.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -39979.941406 Penalty: 607.957764
	Iteration 8Q: 3 clusters Score -39979.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -39990.878906 Penalty: 607.957764
	Iteration 9Q: 3 clusters Score -39990.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -40004.968750 Penalty: 607.957764
	Iteration 10Q: 3 clusters Score -40004.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -40008.296875 Penalty: 607.957764
	Iteration 11Q: 3 clusters Score -40008.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -40008.921875 Penalty: 607.957764
	Iteration 12Q: 3 clusters Score -40008.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -40008.921875 Penalty: 607.957764
	Iteration 13F: 3 clusters Score -40008.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -24050.294922 Penalty: 284.021149
	Iteration 0F: 2 clusters Score -24050.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23559.248047 Penalty: 568.042297
	Iteration 0F: 3 clusters Score -23559.25 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23759.046875 Penalty: 568.042297
	Iteration 1F: 3 clusters Score -23759.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23805.683594 Penalty: 568.042297
	Iteration 2F: 3 clusters Score -23805.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23844.960938 Penalty: 568.042297
	Iteration 3F: 3 clusters Score -23844.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23893.878906 Penalty: 568.042297
	Iteration 4F: 3 clusters Score -23893.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23933.890625 Penalty: 568.042297
	Iteration 5F: 3 clusters Score -23933.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23956.576172 Penalty: 568.042297
	Iteration 6Q: 3 clusters Score -23956.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23962.978516 Penalty: 568.042297
	Iteration 7Q: 3 clusters Score -23962.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23971.169922 Penalty: 568.042297
	Iteration 8Q: 3 clusters Score -23971.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23972.158203 Penalty: 568.042297
	Iteration 9Q: 3 clusters Score -23972.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23974.751953 Penalty: 568.042297
	Iteration 10Q: 3 clusters Score -23974.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23975.095703 Penalty: 568.042297
	Iteration 11Q: 3 clusters Score -23975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23975.095703 Penalty: 568.042297
	Iteration 12F: 3 clusters Score -23975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (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: -12719.709961 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -12719.71 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: -12393.102539 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -12393.1 nChanged 69
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: -12492.166992 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -12492.17 nChanged 18
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: -12527.538086 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -12527.54 nChanged 11
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: -12545.934570 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -12545.93 nChanged 7
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: -12551.357422 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -12551.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12553.260742 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -12553.26 nChanged 1
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: -12554.208984 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -12554.21 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: -12556.601562 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -12556.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12562.230469 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -12562.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12566.958984 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -12566.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12571.262695 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -12571.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12577.163086 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -12577.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12593.762695 Penalty: 502.452942
	Iteration 12Q: 3 clusters Score -12593.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12609.445312 Penalty: 502.452942
	Iteration 13Q: 3 clusters Score -12609.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12628.213867 Penalty: 502.452942
	Iteration 14Q: 3 clusters Score -12628.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12653.265625 Penalty: 502.452942
	Iteration 15Q: 3 clusters Score -12653.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12670.003906 Penalty: 502.452942
	Iteration 16Q: 3 clusters Score -12670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12674.841797 Penalty: 502.452942
	Iteration 17Q: 3 clusters Score -12674.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12679.535156 Penalty: 502.452942
	Iteration 18Q: 3 clusters Score -12679.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12690.907227 Penalty: 502.452942
	Iteration 19Q: 3 clusters Score -12690.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12693.403320 Penalty: 502.452942
	Iteration 20F: 3 clusters Score -12693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12694.080078 Penalty: 502.452942
	Iteration 21Q: 3 clusters Score -12694.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12694.080078 Penalty: 502.452942
	Iteration 22F: 3 clusters Score -12694.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -36535.035156 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -36535.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35911.156250 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -35911.16 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -36121.011719 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -36121.01 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36178.046875 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -36178.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36217.503906 Penalty: 598.077759
	Iteration 3F: 3 clusters Score -36217.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36249.453125 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -36249.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36269.519531 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -36269.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36277.863281 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -36277.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36283.781250 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -36283.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36294.835938 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -36294.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36312.859375 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -36312.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36331.347656 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -36331.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36344.035156 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -36344.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36351.519531 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -36351.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36355.640625 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -36355.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36358.648438 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -36358.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36366.460938 Penalty: 598.077759
	Iteration 15Q: 3 clusters Score -36366.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36370.015625 Penalty: 598.077759
	Iteration 16Q: 3 clusters Score -36370.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36373.781250 Penalty: 598.077759
	Iteration 17Q: 3 clusters Score -36373.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36378.269531 Penalty: 598.077759
	Iteration 18Q: 3 clusters Score -36378.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36381.339844 Penalty: 598.077759
	Iteration 19Q: 3 clusters Score -36381.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36383.207031 Penalty: 598.077759
	Iteration 20F: 3 clusters Score -36383.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36383.457031 Penalty: 598.077759
	Iteration 21Q: 3 clusters Score -36383.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36383.457031 Penalty: 598.077759
	Iteration 22F: 3 clusters Score -36383.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -5700.685547 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -5700.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5490.033691 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -5490.034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5535.527344 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -5535.527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5546.884766 Penalty: 433.357849
	Iteration 2Q: 3 clusters Score -5546.885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5560.725586 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -5560.726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5573.901367 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -5573.901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5581.491211 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -5581.491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5586.050781 Penalty: 433.357849
	Iteration 6Q: 3 clusters Score -5586.051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5592.391113 Penalty: 433.357849
	Iteration 7Q: 3 clusters Score -5592.391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5592.391113 Penalty: 433.357849
	Iteration 8F: 3 clusters Score -5592.391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -8465.330078 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -8465.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8197.143555 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -8197.144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8293.002930 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -8293.003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8313.319336 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -8313.319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8320.274414 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -8320.274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8322.533203 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -8322.533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8324.149414 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -8324.149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8325.322266 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -8325.322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8326.354492 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -8326.354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8326.354492 Penalty: 469.474030
	Iteration 8F: 3 clusters Score -8326.354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -65375.082031 Penalty: 328.326843
	Iteration 0F: 2 clusters Score -65375.08 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 700 members 
Entering Unmasked Estep 
Score: -64349.632812 Penalty: 656.653687
	Iteration 0F: 3 clusters Score -64349.63 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -64655.734375 Penalty: 656.653687
	Iteration 1F: 3 clusters Score -64655.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -64691.085938 Penalty: 656.653687
	Iteration 2F: 3 clusters Score -64691.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -64710.375000 Penalty: 656.653687
	Iteration 3Q: 3 clusters Score -64710.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -64727.238281 Penalty: 656.653687
	Iteration 4Q: 3 clusters Score -64727.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -64740.007812 Penalty: 656.653687
	Iteration 5Q: 3 clusters Score -64740.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -64760.902344 Penalty: 656.653687
	Iteration 6Q: 3 clusters Score -64760.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -64786.953125 Penalty: 656.653687
	Iteration 7Q: 3 clusters Score -64786.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -64820.265625 Penalty: 656.653687
	Iteration 8Q: 3 clusters Score -64820.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -64859.386719 Penalty: 656.653687
	Iteration 9Q: 3 clusters Score -64859.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -64910.781250 Penalty: 656.653687
	Iteration 10Q: 3 clusters Score -64910.78 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -64945.875000 Penalty: 656.653687
	Iteration 11Q: 3 clusters Score -64945.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -64981.371094 Penalty: 656.653687
	Iteration 12Q: 3 clusters Score -64981.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -65014.285156 Penalty: 656.653687
	Iteration 13Q: 3 clusters Score -65014.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -65041.972656 Penalty: 656.653687
	Iteration 14Q: 3 clusters Score -65041.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -65050.882812 Penalty: 656.653687
	Iteration 15Q: 3 clusters Score -65050.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -65053.507812 Penalty: 656.653687
	Iteration 16Q: 3 clusters Score -65053.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -65056.214844 Penalty: 656.653687
	Iteration 17Q: 3 clusters Score -65056.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -65058.863281 Penalty: 656.653687
	Iteration 18Q: 3 clusters Score -65058.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -65060.789062 Penalty: 656.653687
	Iteration 19Q: 3 clusters Score -65060.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -65062.488281 Penalty: 656.653687
	Iteration 20F: 3 clusters Score -65062.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -65063.945312 Penalty: 656.653687
	Iteration 21Q: 3 clusters Score -65063.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -65065.000000 Penalty: 656.653687
	Iteration 22Q: 3 clusters Score -65065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -65066.089844 Penalty: 656.653687
	Iteration 23Q: 3 clusters Score -65066.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -65066.648438 Penalty: 656.653687
	Iteration 24Q: 3 clusters Score -65066.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -65067.187500 Penalty: 656.653687
	Iteration 25Q: 3 clusters Score -65067.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -65069.113281 Penalty: 656.653687
	Iteration 26Q: 3 clusters Score -65069.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -65070.832031 Penalty: 656.653687
	Iteration 27Q: 3 clusters Score -65070.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -65072.703125 Penalty: 656.653687
	Iteration 28Q: 3 clusters Score -65072.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -65077.300781 Penalty: 656.653687
	Iteration 29Q: 3 clusters Score -65077.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -65079.996094 Penalty: 656.653687
	Iteration 30Q: 3 clusters Score -65080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -65081.957031 Penalty: 656.653687
	Iteration 31Q: 3 clusters Score -65081.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -65085.468750 Penalty: 656.653687
	Iteration 32Q: 3 clusters Score -65085.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -65087.839844 Penalty: 656.653687
	Iteration 33Q: 3 clusters Score -65087.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -65088.667969 Penalty: 656.653687
	Iteration 34Q: 3 clusters Score -65088.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -65090.023438 Penalty: 656.653687
	Iteration 35Q: 3 clusters Score -65090.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -65092.699219 Penalty: 656.653687
	Iteration 36Q: 3 clusters Score -65092.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -65094.308594 Penalty: 656.653687
	Iteration 37Q: 3 clusters Score -65094.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -65094.441406 Penalty: 656.653687
	Iteration 38Q: 3 clusters Score -65094.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -65094.964844 Penalty: 656.653687
	Iteration 39Q: 3 clusters Score -65094.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -65095.976562 Penalty: 656.653687
	Iteration 40F: 3 clusters Score -65095.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -65096.957031 Penalty: 656.653687
	Iteration 41Q: 3 clusters Score -65096.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -65097.902344 Penalty: 656.653687
	Iteration 42Q: 3 clusters Score -65097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -65100.472656 Penalty: 656.653687
	Iteration 43Q: 3 clusters Score -65100.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -65101.417969 Penalty: 656.653687
	Iteration 44Q: 3 clusters Score -65101.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -65101.855469 Penalty: 656.653687
	Iteration 45Q: 3 clusters Score -65101.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -65102.652344 Penalty: 656.653687
	Iteration 46Q: 3 clusters Score -65102.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -65103.203125 Penalty: 656.653687
	Iteration 47Q: 3 clusters Score -65103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -65104.039062 Penalty: 656.653687
	Iteration 48Q: 3 clusters Score -65104.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -65105.703125 Penalty: 656.653687
	Iteration 49Q: 3 clusters Score -65105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -65107.871094 Penalty: 656.653687
	Iteration 50Q: 3 clusters Score -65107.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -65109.011719 Penalty: 656.653687
	Iteration 51Q: 3 clusters Score -65109.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -65109.593750 Penalty: 656.653687
	Iteration 52Q: 3 clusters Score -65109.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -65109.660156 Penalty: 656.653687
	Iteration 53Q: 3 clusters Score -65109.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -65110.285156 Penalty: 656.653687
	Iteration 54Q: 3 clusters Score -65110.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -65110.496094 Penalty: 656.653687
	Iteration 55Q: 3 clusters Score -65110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -65110.496094 Penalty: 656.653687
	Iteration 56F: 3 clusters Score -65110.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -12308.684570 Penalty: 273.512665
	Iteration 0F: 2 clusters Score -12308.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11878.666016 Penalty: 547.025330
	Iteration 0F: 3 clusters Score -11878.67 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11999.493164 Penalty: 547.025330
	Iteration 1F: 3 clusters Score -11999.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12049.369141 Penalty: 547.025330
	Iteration 2F: 3 clusters Score -12049.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12068.299805 Penalty: 547.025330
	Iteration 3F: 3 clusters Score -12068.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12073.418945 Penalty: 547.025330
	Iteration 4Q: 3 clusters Score -12073.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12079.633789 Penalty: 547.025330
	Iteration 5Q: 3 clusters Score -12079.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12083.623047 Penalty: 547.025330
	Iteration 6Q: 3 clusters Score -12083.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12086.869141 Penalty: 547.025330
	Iteration 7Q: 3 clusters Score -12086.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12087.563477 Penalty: 547.025330
	Iteration 8Q: 3 clusters Score -12087.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12089.868164 Penalty: 547.025330
	Iteration 9Q: 3 clusters Score -12089.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12094.718750 Penalty: 547.025330
	Iteration 10Q: 3 clusters Score -12094.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12098.758789 Penalty: 547.025330
	Iteration 11Q: 3 clusters Score -12098.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12102.323242 Penalty: 547.025330
	Iteration 12Q: 3 clusters Score -12102.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12102.323242 Penalty: 547.025330
	Iteration 13F: 3 clusters Score -12102.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (183419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183419 members 
Entering Unmasked Estep 
Score: -9104175.000000 Penalty: 551.438538
	Iteration 0F: 2 clusters Score -9104175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -8981979.000000 Penalty: 1102.877075
	Iteration 0F: 3 clusters Score -8981979 nChanged 90329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -9038182.000000 Penalty: 1102.877075
	Iteration 1F: 3 clusters Score -9038182 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 104742 members 
Entering Unmasked Estep 
Score: -9042356.000000 Penalty: 1102.877075
	Iteration 2Q: 3 clusters Score -9042356 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -9049034.000000 Penalty: 1102.877075
	Iteration 3Q: 3 clusters Score -9049034 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 114121 members 
Entering Unmasked Estep 
Score: -9058922.000000 Penalty: 1102.877075
	Iteration 4F: 3 clusters Score -9058922 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -9072040.000000 Penalty: 1102.877075
	Iteration 5F: 3 clusters Score -9072040 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 118398 members 
Entering Unmasked Estep 
Score: -9085732.000000 Penalty: 1102.877075
	Iteration 6F: 3 clusters Score -9085732 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -9095413.000000 Penalty: 1102.877075
	Iteration 7F: 3 clusters Score -9095413 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -9099469.000000 Penalty: 1102.877075
	Iteration 8Q: 3 clusters Score -9099469 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 113794 members 
Entering Unmasked Estep 
Score: -9101414.000000 Penalty: 1102.877075
	Iteration 9Q: 3 clusters Score -9101414 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70951 members 
Mstep: Class 2 contains 112468 members 
Entering Unmasked Estep 
Score: -9102606.000000 Penalty: 1102.877075
	Iteration 10Q: 3 clusters Score -9102606 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 111353 members 
Entering Unmasked Estep 
Score: -9103392.000000 Penalty: 1102.877075
	Iteration 11Q: 3 clusters Score -9103392 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
Score: -9103903.000000 Penalty: 1102.877075
	Iteration 12Q: 3 clusters Score -9103903 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73838 members 
Mstep: Class 2 contains 109581 members 
Entering Unmasked Estep 
Score: -9104288.000000 Penalty: 1102.877075
	Iteration 13Q: 3 clusters Score -9104288 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 108933 members 
Entering Unmasked Estep 
Score: -9104433.000000 Penalty: 1102.877075
	Iteration 14Q: 3 clusters Score -9104433 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 108333 members 
Entering Unmasked Estep 
Score: -9104512.000000 Penalty: 1102.877075
	Iteration 15Q: 3 clusters Score -9104512 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 107802 members 
Entering Unmasked Estep 
Score: -9104520.000000 Penalty: 1102.877075
	Iteration 16Q: 3 clusters Score -9104520 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -9104488.000000 Penalty: 1102.877075
	Iteration 17Q: 3 clusters Score -9104488 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -9104512.000000 Penalty: 1102.877075
	Iteration 18Q: 3 clusters Score -9104512 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 106683 members 
Entering Unmasked Estep 
Score: -9104504.000000 Penalty: 1102.877075
	Iteration 19Q: 3 clusters Score -9104504 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -9104516.000000 Penalty: 1102.877075
	Iteration 20F: 3 clusters Score -9104516 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77333 members 
Mstep: Class 2 contains 106086 members 
Entering Unmasked Estep 
Score: -9104510.000000 Penalty: 1102.877075
	Iteration 21Q: 3 clusters Score -9104510 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 105879 members 
Entering Unmasked Estep 
Score: -9104494.000000 Penalty: 1102.877075
	Iteration 22Q: 3 clusters Score -9104494 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -9104501.000000 Penalty: 1102.877075
	Iteration 23Q: 3 clusters Score -9104501 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -9104490.000000 Penalty: 1102.877075
	Iteration 24Q: 3 clusters Score -9104490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -9104506.000000 Penalty: 1102.877075
	Iteration 25Q: 3 clusters Score -9104506 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -9104526.000000 Penalty: 1102.877075
	Iteration 26Q: 3 clusters Score -9104526 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78513 members 
Mstep: Class 2 contains 104906 members 
Entering Unmasked Estep 
Score: -9104536.000000 Penalty: 1102.877075
	Iteration 27Q: 3 clusters Score -9104536 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 104688 members 
Entering Unmasked Estep 
Score: -9104543.000000 Penalty: 1102.877075
	Iteration 28Q: 3 clusters Score -9104543 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -9104543.000000 Penalty: 1102.877075
	Iteration 29Q: 3 clusters Score -9104543 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -9104568.000000 Penalty: 1102.877075
	Iteration 30Q: 3 clusters Score -9104568 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 104099 members 
Entering Unmasked Estep 
Score: -9104559.000000 Penalty: 1102.877075
	Iteration 31Q: 3 clusters Score -9104559 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 103901 members 
Entering Unmasked Estep 
Score: -9104584.000000 Penalty: 1102.877075
	Iteration 32Q: 3 clusters Score -9104584 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -9104601.000000 Penalty: 1102.877075
	Iteration 33Q: 3 clusters Score -9104601 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -9104587.000000 Penalty: 1102.877075
	Iteration 34Q: 3 clusters Score -9104587 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -9104603.000000 Penalty: 1102.877075
	Iteration 35Q: 3 clusters Score -9104603 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -9104614.000000 Penalty: 1102.877075
	Iteration 36Q: 3 clusters Score -9104614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 103073 members 
Entering Unmasked Estep 
Score: -9104644.000000 Penalty: 1102.877075
	Iteration 37Q: 3 clusters Score -9104644 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -9104644.000000 Penalty: 1102.877075
	Iteration 38Q: 3 clusters Score -9104644 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80674 members 
Mstep: Class 2 contains 102745 members 
Entering Unmasked Estep 
Score: -9104643.000000 Penalty: 1102.877075
	Iteration 39Q: 3 clusters Score -9104643 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 102551 members 
Entering Unmasked Estep 
Score: -9104610.000000 Penalty: 1102.877075
	Iteration 40F: 3 clusters Score -9104610 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 102360 members 
Entering Unmasked Estep 
Score: -9104614.000000 Penalty: 1102.877075
	Iteration 41Q: 3 clusters Score -9104614 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81209 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -9104627.000000 Penalty: 1102.877075
	Iteration 42Q: 3 clusters Score -9104627 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -9104637.000000 Penalty: 1102.877075
	Iteration 43Q: 3 clusters Score -9104637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 102005 members 
Entering Unmasked Estep 
Score: -9104634.000000 Penalty: 1102.877075
	Iteration 44Q: 3 clusters Score -9104634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 101933 members 
Entering Unmasked Estep 
Score: -9104644.000000 Penalty: 1102.877075
	Iteration 45Q: 3 clusters Score -9104644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 101861 members 
Entering Unmasked Estep 
Score: -9104617.000000 Penalty: 1102.877075
	Iteration 46Q: 3 clusters Score -9104617 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81672 members 
Mstep: Class 2 contains 101747 members 
Entering Unmasked Estep 
Score: -9104629.000000 Penalty: 1102.877075
	Iteration 47Q: 3 clusters Score -9104629 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -9104635.000000 Penalty: 1102.877075
	Iteration 48Q: 3 clusters Score -9104635 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 101530 members 
Entering Unmasked Estep 
Score: -9104646.000000 Penalty: 1102.877075
	Iteration 49Q: 3 clusters Score -9104646 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 101404 members 
Entering Unmasked Estep 
Score: -9104651.000000 Penalty: 1102.877075
	Iteration 50Q: 3 clusters Score -9104651 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -9104659.000000 Penalty: 1102.877075
	Iteration 51Q: 3 clusters Score -9104659 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -9104666.000000 Penalty: 1102.877075
	Iteration 52Q: 3 clusters Score -9104666 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 101152 members 
Entering Unmasked Estep 
Score: -9104665.000000 Penalty: 1102.877075
	Iteration 53Q: 3 clusters Score -9104665 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 100888 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9104645 nChanged 42
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Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 100848 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9104668 nChanged 64
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Mstep: Class 1 contains 82635 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9104656 nChanged 65
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Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9104661 nChanged 49
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Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9104653 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9104648 nChanged 63
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Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9104645 nChanged 50
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Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 100500 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9104645 nChanged 40
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Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9104652 nChanged 9
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Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9104651 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82961 members 
Mstep: Class 2 contains 100458 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9104648 nChanged 10
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Mstep: Class 1 contains 82971 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9104637 nChanged 18
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Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 100430 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9104643 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 100406 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9104652 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9104638 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9104663 nChanged 121
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Mstep: Class 1 contains 83283 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9104660 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 99980 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9104670 nChanged 99
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Mstep: Class 1 contains 83538 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9104692 nChanged 118
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Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 99763 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9104693 nChanged 76
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Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 99687 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9104698 nChanged 54
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Mstep: Class 1 contains 83786 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9104697 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 99575 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9104699 nChanged 64
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Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 99511 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9104691 nChanged 55
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Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 99456 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9104695 nChanged 65
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Mstep: Class 1 contains 84028 members 
Mstep: Class 2 contains 99391 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9104704 nChanged 71
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Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9104696 nChanged 66
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Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9104689 nChanged 98
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Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 99156 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9104704 nChanged 114
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Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9104701 nChanged 115
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Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 98927 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9104704 nChanged 106
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Mstep: Class 2 contains 98821 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9104720 nChanged 97
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Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9104726 nChanged 66
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Mstep: Class 2 contains 98658 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9104739 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98592 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9104736 nChanged 65
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9104734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9104735 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85008 members 
Mstep: Class 2 contains 98411 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9104732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85074 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9104719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9104724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9104728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85168 members 
Mstep: Class 2 contains 98251 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9104712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9104712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9104694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -9104708.000000 Penalty: 1102.877075
	Iteration 100F: 3 clusters Score -9104708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9104700 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 98071 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9104713 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9104723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85439 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9104717 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 97951 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9104722 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85488 members 
Mstep: Class 2 contains 97931 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9104722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85506 members 
Mstep: Class 2 contains 97913 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9104722 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85538 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9104723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9104723 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 97845 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9104728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85584 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9104719 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9104717 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 97754 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9104715 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9104724 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9104710 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9104715 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 97534 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9104723 nChanged 50
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Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9104718 nChanged 49
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9104715 nChanged 41
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Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9104725 nChanged 33
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Mstep: Class 2 contains 97361 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9104733 nChanged 24
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Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9104729 nChanged 6
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Mstep: Class 2 contains 97333 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9104729 nChanged 6
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	Iteration 124Q: 3 clusters Score -9104725 nChanged 5
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Mstep: Class 2 contains 97326 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9104729 nChanged 14
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9104721 nChanged 5
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9104722 nChanged 9
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9104721 nChanged 7
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	Iteration 129Q: 3 clusters Score -9104722 nChanged 1
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	Iteration 130Q: 3 clusters Score -9104717 nChanged 17
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	Iteration 131Q: 3 clusters Score -9104726 nChanged 13
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	Iteration 132Q: 3 clusters Score -9104728 nChanged 10
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	Iteration 133Q: 3 clusters Score -9104723 nChanged 5
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	Iteration 134Q: 3 clusters Score -9104728 nChanged 6
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9104722 nChanged 3
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	Iteration 136Q: 3 clusters Score -9104725 nChanged 9
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	Iteration 137Q: 3 clusters Score -9104725 nChanged 0
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	Iteration 138F: 3 clusters Score -9104725 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161221 members 
Mstep: Class 4 contains 22003 members 
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Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54207 members 
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Mstep: Class 25 contains 46216 members 
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Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
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Mstep: Class 35 contains 5179 members 
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Mstep: Class 39 contains 111965 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 95905 members 
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Mstep: Class 44 contains 40395 members 
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Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 180457 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 86184 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90803400.000000 Penalty: 51429.734375
Splitting cluster 77 changes total score from -90793032.000000 to -90803400.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 78 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -6004.229980 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -6004.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5791.636230 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -5791.636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5870.477539 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -5870.478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5903.649414 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -5903.649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5966.369629 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -5966.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5970.000488 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -5970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5970.000488 Penalty: 434.900208
	Iteration 5F: 3 clusters Score -5970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -8711.650391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -8711.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8470.519531 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -8470.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8557.173828 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -8557.174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8568.420898 Penalty: 479.842987
	Iteration 2Q: 3 clusters Score -8568.421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8572.808594 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -8572.809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8576.291992 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -8576.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8579.360352 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -8579.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8584.366211 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -8584.366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8588.009766 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -8588.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8588.525391 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -8588.525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8588.525391 Penalty: 479.842987
	Iteration 9F: 3 clusters Score -8588.525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 161221 members 
Mstep: Class 4 contains 22003 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 37350 members 
Mstep: Class 9 contains 223411 members 
Mstep: Class 10 contains 36912 members 
Mstep: Class 11 contains 31113 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215172 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54207 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 93538 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 5797 members 
Mstep: Class 23 contains 13049 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18885 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 157973 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111965 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 95905 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40395 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 614 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 51 contains 2203 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1064 members 
Mstep: Class 55 contains 2575 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 60 contains 2162 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 180457 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 86184 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90808592.000000 Penalty: 51429.734375
Iteration 439Q: 79 clusters Score -9.080859e+07 nChanged 22311
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 162297 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 160033 members 
Mstep: Class 4 contains 21977 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4612 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 36993 members 
Mstep: Class 9 contains 222473 members 
Mstep: Class 10 contains 36896 members 
Mstep: Class 11 contains 31025 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215038 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54189 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 94184 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 5837 members 
Mstep: Class 23 contains 13041 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 46341 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 6060 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18875 members 
Mstep: Class 35 contains 5177 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 162217 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 112614 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 95562 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40759 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 602 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96451 members 
Mstep: Class 51 contains 2204 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1064 members 
Mstep: Class 55 contains 2620 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 60 contains 1673 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 177867 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 89287 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90812192.000000 Penalty: 51429.734375
Iteration 440F: 79 clusters Score -9.081219e+07 nChanged 21144
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 160804 members 
Mstep: Class 2 contains 7279 members 
Mstep: Class 3 contains 158387 members 
Mstep: Class 4 contains 21933 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 36365 members 
Mstep: Class 9 contains 221633 members 
Mstep: Class 10 contains 36878 members 
Mstep: Class 11 contains 30951 members 
Mstep: Class 12 contains 1447 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214903 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 54113 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 94318 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 5817 members 
Mstep: Class 23 contains 13029 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 49060 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 5989 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18864 members 
Mstep: Class 35 contains 5178 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 164391 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 112893 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 95094 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40631 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 589 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96713 members 
Mstep: Class 51 contains 2197 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1064 members 
Mstep: Class 55 contains 2609 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 60 contains 1225 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 176312 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 91536 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90813328.000000 Penalty: 51429.734375
Iteration 441Q: 79 clusters Score -9.081333e+07 nChanged 18311
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 160173 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 156448 members 
Mstep: Class 4 contains 21884 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4480 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35780 members 
Mstep: Class 9 contains 220737 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 30857 members 
Mstep: Class 12 contains 1431 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214851 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 997 members 
Mstep: Class 18 contains 54080 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 94325 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 5807 members 
Mstep: Class 23 contains 13010 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 50693 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2502 members 
Mstep: Class 30 contains 5933 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18867 members 
Mstep: Class 35 contains 5182 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 166630 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 113036 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 94575 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40516 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 579 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96782 members 
Mstep: Class 51 contains 2190 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1065 members 
Mstep: Class 55 contains 2613 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 60 contains 908 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 175443 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 93753 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 60. Lose 595.361572 but Gain 659.355469
Score: -90814432.000000 Penalty: 50770.378906
Iteration 442Q: 78 clusters Score -9.081443e+07 nChanged 16372
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 160324 members 
Mstep: Class 2 contains 7282 members 
Mstep: Class 3 contains 154332 members 
Mstep: Class 4 contains 21833 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 35299 members 
Mstep: Class 9 contains 219838 members 
Mstep: Class 10 contains 36869 members 
Mstep: Class 11 contains 30759 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214834 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 54086 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 94295 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 13004 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 52015 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2487 members 
Mstep: Class 30 contains 5903 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18875 members 
Mstep: Class 35 contains 5183 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 169022 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 113048 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 94092 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40416 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 566 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96827 members 
Mstep: Class 51 contains 2190 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1065 members 
Mstep: Class 55 contains 2617 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 174965 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 95611 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815952.000000 Penalty: 50770.378906
Iteration 443Q: 78 clusters Score -9.081595e+07 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 160960 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 152291 members 
Mstep: Class 4 contains 21769 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 34875 members 
Mstep: Class 9 contains 218894 members 
Mstep: Class 10 contains 36866 members 
Mstep: Class 11 contains 30649 members 
Mstep: Class 12 contains 1384 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214871 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 54085 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 94251 members 
Mstep: Class 21 contains 2363 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 12995 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 52920 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2469 members 
Mstep: Class 30 contains 5876 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18883 members 
Mstep: Class 35 contains 5182 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 170403 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 112907 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 93634 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40358 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96810 members 
Mstep: Class 51 contains 2193 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1066 members 
Mstep: Class 55 contains 2633 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 174776 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 97246 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816408.000000 Penalty: 50770.378906
Iteration 444Q: 78 clusters Score -9.081641e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 161881 members 
Mstep: Class 2 contains 7283 members 
Mstep: Class 3 contains 150492 members 
Mstep: Class 4 contains 21726 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 34484 members 
Mstep: Class 9 contains 217903 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 30534 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214888 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 54081 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 94203 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 5805 members 
Mstep: Class 23 contains 12980 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 53655 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2459 members 
Mstep: Class 30 contains 5848 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18896 members 
Mstep: Class 35 contains 5176 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171352 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 112731 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 93192 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40310 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 556 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96799 members 
Mstep: Class 51 contains 2190 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1068 members 
Mstep: Class 55 contains 2657 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 174959 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 98571 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817048.000000 Penalty: 50770.378906
Iteration 445Q: 78 clusters Score -9.081705e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 163197 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 148852 members 
Mstep: Class 4 contains 21705 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 34169 members 
Mstep: Class 9 contains 216725 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 30436 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214891 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 54071 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 94149 members 
Mstep: Class 21 contains 2354 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 12950 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 54230 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2451 members 
Mstep: Class 30 contains 5834 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18898 members 
Mstep: Class 35 contains 5173 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171846 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 112520 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 92774 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40264 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 553 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96756 members 
Mstep: Class 51 contains 2187 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1069 members 
Mstep: Class 55 contains 2679 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 175657 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 99598 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817680.000000 Penalty: 50770.378906
Iteration 446Q: 78 clusters Score -9.081768e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 164501 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 147574 members 
Mstep: Class 4 contains 21677 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33895 members 
Mstep: Class 9 contains 215480 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 30340 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214909 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 54078 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 94122 members 
Mstep: Class 21 contains 2349 members 
Mstep: Class 22 contains 5796 members 
Mstep: Class 23 contains 12928 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 54847 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 2441 members 
Mstep: Class 30 contains 5830 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18893 members 
Mstep: Class 35 contains 5167 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171976 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 112324 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 92391 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40232 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 549 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96670 members 
Mstep: Class 51 contains 2186 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1070 members 
Mstep: Class 55 contains 2705 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 176583 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 100314 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818288.000000 Penalty: 50770.378906
Iteration 447Q: 78 clusters Score -9.081829e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 165739 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 146645 members 
Mstep: Class 4 contains 21657 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33687 members 
Mstep: Class 9 contains 213920 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 30245 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214925 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 54098 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 94075 members 
Mstep: Class 21 contains 2346 members 
Mstep: Class 22 contains 5800 members 
Mstep: Class 23 contains 12901 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 55381 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2431 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18889 members 
Mstep: Class 35 contains 5157 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171839 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 112123 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 92032 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40185 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 547 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96634 members 
Mstep: Class 51 contains 2184 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1072 members 
Mstep: Class 55 contains 2745 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 178044 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 100734 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819232.000000 Penalty: 50770.378906
Iteration 448Q: 78 clusters Score -9.081923e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 166831 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 146144 members 
Mstep: Class 4 contains 21647 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33509 members 
Mstep: Class 9 contains 211841 members 
Mstep: Class 10 contains 36863 members 
Mstep: Class 11 contains 30126 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214952 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 54117 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 94017 members 
Mstep: Class 21 contains 2344 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 12881 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 56123 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2424 members 
Mstep: Class 30 contains 5830 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18892 members 
Mstep: Class 35 contains 5148 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171300 members 
Mstep: Class 38 contains 239 members 
Mstep: Class 39 contains 111917 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 91694 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40125 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 550 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96517 members 
Mstep: Class 51 contains 2182 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1072 members 
Mstep: Class 55 contains 2811 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 180174 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 100924 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819608.000000 Penalty: 50770.378906
Iteration 449Q: 78 clusters Score -9.081961e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 167762 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 145900 members 
Mstep: Class 4 contains 21640 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33346 members 
Mstep: Class 9 contains 209118 members 
Mstep: Class 10 contains 36869 members 
Mstep: Class 11 contains 30011 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214974 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 54128 members 
Mstep: Class 19 contains 882 members 
Mstep: Class 20 contains 93955 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 12862 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 57073 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2416 members 
Mstep: Class 30 contains 5835 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18891 members 
Mstep: Class 35 contains 5134 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 170630 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111726 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 91369 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40104 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 549 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96404 members 
Mstep: Class 51 contains 2183 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1072 members 
Mstep: Class 55 contains 2860 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 183274 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 100553 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820112.000000 Penalty: 50770.378906
Iteration 450Q: 78 clusters Score -9.082011e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168530 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 145901 members 
Mstep: Class 4 contains 21645 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4359 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33217 members 
Mstep: Class 9 contains 205407 members 
Mstep: Class 10 contains 36871 members 
Mstep: Class 11 contains 29902 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214992 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 54127 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 20 contains 93895 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 12844 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 58523 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2418 members 
Mstep: Class 30 contains 5854 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18900 members 
Mstep: Class 35 contains 5120 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 169771 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111542 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 91017 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40045 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 550 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96304 members 
Mstep: Class 51 contains 2177 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1072 members 
Mstep: Class 55 contains 2904 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 187580 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 99562 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820088.000000 Penalty: 50770.378906
Iteration 451Q: 78 clusters Score -9.082009e+07 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 146042 members 
Mstep: Class 4 contains 21645 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33091 members 
Mstep: Class 9 contains 200255 members 
Mstep: Class 10 contains 36869 members 
Mstep: Class 11 contains 29767 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215028 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 54139 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 93831 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 22 contains 5816 members 
Mstep: Class 23 contains 12820 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 60530 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2424 members 
Mstep: Class 30 contains 5866 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18909 members 
Mstep: Class 35 contains 5107 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 168851 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111390 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 90728 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 40020 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 549 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 96161 members 
Mstep: Class 51 contains 2169 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1072 members 
Mstep: Class 55 contains 2976 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 193844 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 97560 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818800.000000 Penalty: 50770.378906
Iteration 452Q: 78 clusters Score -9.08188e+07 nChanged 20053
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 146325 members 
Mstep: Class 4 contains 21651 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4330 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33007 members 
Mstep: Class 9 contains 193599 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 29623 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215044 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 54154 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 93749 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 22 contains 5832 members 
Mstep: Class 23 contains 12799 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 63175 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2434 members 
Mstep: Class 30 contains 5873 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18906 members 
Mstep: Class 35 contains 5098 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 168009 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111290 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 90446 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39981 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 546 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95973 members 
Mstep: Class 51 contains 2167 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1073 members 
Mstep: Class 55 contains 3028 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 202424 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 94165 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817544.000000 Penalty: 50770.378906
Iteration 453Q: 78 clusters Score -9.081754e+07 nChanged 21243
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 146638 members 
Mstep: Class 4 contains 21640 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32932 members 
Mstep: Class 9 contains 185000 members 
Mstep: Class 10 contains 36875 members 
Mstep: Class 11 contains 29484 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215066 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1329 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 54162 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 93676 members 
Mstep: Class 21 contains 2344 members 
Mstep: Class 22 contains 5833 members 
Mstep: Class 23 contains 12781 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 66449 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 5872 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18903 members 
Mstep: Class 35 contains 5091 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 167242 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111195 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 90125 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39947 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 543 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95734 members 
Mstep: Class 51 contains 2161 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1073 members 
Mstep: Class 55 contains 3041 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 211807 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 91539 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817072.000000 Penalty: 50770.378906
Iteration 454Q: 78 clusters Score -9.081707e+07 nChanged 17614
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169046 members 
Mstep: Class 2 contains 7284 members 
Mstep: Class 3 contains 146978 members 
Mstep: Class 4 contains 21622 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4312 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32903 members 
Mstep: Class 9 contains 178250 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 29339 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215054 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 54164 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 93567 members 
Mstep: Class 21 contains 2344 members 
Mstep: Class 22 contains 5829 members 
Mstep: Class 23 contains 12767 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 69634 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 2452 members 
Mstep: Class 30 contains 5870 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18905 members 
Mstep: Class 35 contains 5088 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 166643 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111162 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 89842 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39911 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 543 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95578 members 
Mstep: Class 51 contains 2161 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1073 members 
Mstep: Class 55 contains 3022 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 218736 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 89580 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815040.000000 Penalty: 50770.378906
Iteration 455Q: 78 clusters Score -9.081504e+07 nChanged 15234
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 147214 members 
Mstep: Class 4 contains 21613 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4290 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32892 members 
Mstep: Class 9 contains 173301 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 29204 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215048 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 54155 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 93467 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 12751 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 72701 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 5868 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18910 members 
Mstep: Class 35 contains 5088 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 166195 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111130 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 89598 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39820 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 541 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95455 members 
Mstep: Class 51 contains 2165 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1073 members 
Mstep: Class 55 contains 2970 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 223707 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1362 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 87995 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90813320.000000 Penalty: 50770.378906
Iteration 456Q: 78 clusters Score -9.081332e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168076 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 147353 members 
Mstep: Class 4 contains 21602 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32905 members 
Mstep: Class 9 contains 169796 members 
Mstep: Class 10 contains 36865 members 
Mstep: Class 11 contains 29073 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215037 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 54146 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 20 contains 93389 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 5813 members 
Mstep: Class 23 contains 12735 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 75888 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 2458 members 
Mstep: Class 30 contains 5868 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18909 members 
Mstep: Class 35 contains 5090 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 165771 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111138 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 89336 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39742 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95367 members 
Mstep: Class 51 contains 2166 members 
Mstep: Class 52 contains 1042 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1072 members 
Mstep: Class 55 contains 2915 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 226964 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1362 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 86637 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90811168.000000 Penalty: 50770.378906
Iteration 457Q: 78 clusters Score -9.081117e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 167414 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 147360 members 
Mstep: Class 4 contains 21595 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4229 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32902 members 
Mstep: Class 9 contains 167352 members 
Mstep: Class 10 contains 36859 members 
Mstep: Class 11 contains 28935 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215018 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 54132 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 93320 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 5820 members 
Mstep: Class 23 contains 12713 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 78948 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 5884 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18904 members 
Mstep: Class 35 contains 5090 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 165553 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111146 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 89089 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39643 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 535 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95233 members 
Mstep: Class 51 contains 2165 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1072 members 
Mstep: Class 55 contains 2854 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 229268 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1362 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 85428 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90809744.000000 Penalty: 50770.378906
Iteration 458Q: 78 clusters Score -9.080974e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 166618 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 147271 members 
Mstep: Class 4 contains 21587 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32910 members 
Mstep: Class 9 contains 165659 members 
Mstep: Class 10 contains 36863 members 
Mstep: Class 11 contains 28798 members 
Mstep: Class 12 contains 1136 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215013 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 54117 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 20 contains 93298 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 12692 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 81841 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 2465 members 
Mstep: Class 30 contains 5895 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18904 members 
Mstep: Class 35 contains 5085 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 165635 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111166 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 88829 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39590 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 529 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95127 members 
Mstep: Class 51 contains 2164 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1072 members 
Mstep: Class 55 contains 2801 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 230692 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1363 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 84288 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90807928.000000 Penalty: 50770.378906
Iteration 459Q: 78 clusters Score -9.080793e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 165972 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 146914 members 
Mstep: Class 4 contains 21604 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32861 members 
Mstep: Class 9 contains 164496 members 
Mstep: Class 10 contains 36861 members 
Mstep: Class 11 contains 28657 members 
Mstep: Class 12 contains 1131 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214981 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 54098 members 
Mstep: Class 19 contains 882 members 
Mstep: Class 20 contains 93292 members 
Mstep: Class 21 contains 2344 members 
Mstep: Class 22 contains 5826 members 
Mstep: Class 23 contains 12664 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 84563 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 5915 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18897 members 
Mstep: Class 35 contains 5082 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 165551 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111183 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 88658 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39527 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95003 members 
Mstep: Class 51 contains 2168 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1073 members 
Mstep: Class 55 contains 2759 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 231787 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1364 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 83387 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90806464.000000 Penalty: 50770.378906
Iteration 460F: 78 clusters Score -9.080646e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 146383 members 
Mstep: Class 4 contains 21605 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32841 members 
Mstep: Class 9 contains 163554 members 
Mstep: Class 10 contains 36854 members 
Mstep: Class 11 contains 28534 members 
Mstep: Class 12 contains 1126 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214960 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1310 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 54073 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 93284 members 
Mstep: Class 21 contains 2345 members 
Mstep: Class 22 contains 5832 members 
Mstep: Class 23 contains 12647 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 87293 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 5932 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18886 members 
Mstep: Class 35 contains 5078 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 165151 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111206 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 88511 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39488 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 94922 members 
Mstep: Class 51 contains 2167 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2736 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 233051 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1363 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 82470 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805480.000000 Penalty: 50770.378906
Iteration 461Q: 78 clusters Score -9.080548e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 164342 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 145746 members 
Mstep: Class 4 contains 21603 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32815 members 
Mstep: Class 9 contains 163144 members 
Mstep: Class 10 contains 36853 members 
Mstep: Class 11 contains 28424 members 
Mstep: Class 12 contains 1112 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214945 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1308 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 54060 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 93270 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 5835 members 
Mstep: Class 23 contains 12631 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 89990 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 5940 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18876 members 
Mstep: Class 35 contains 5075 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 164717 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111239 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 88354 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39435 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 523 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 94930 members 
Mstep: Class 51 contains 2165 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2716 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 234365 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1363 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 81346 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804712.000000 Penalty: 50770.378906
Iteration 462Q: 78 clusters Score -9.080471e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 163302 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 144831 members 
Mstep: Class 4 contains 21599 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32774 members 
Mstep: Class 9 contains 163021 members 
Mstep: Class 10 contains 36855 members 
Mstep: Class 11 contains 28326 members 
Mstep: Class 12 contains 1099 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214910 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1309 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 54053 members 
Mstep: Class 19 contains 886 members 
Mstep: Class 20 contains 93289 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 5838 members 
Mstep: Class 23 contains 12608 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 93055 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 5945 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18872 members 
Mstep: Class 35 contains 5075 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 164066 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111260 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 88208 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39372 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 516 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 94983 members 
Mstep: Class 51 contains 2163 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2685 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 235512 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1363 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 80281 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804152.000000 Penalty: 50770.378906
Iteration 463Q: 78 clusters Score -9.080415e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 162147 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 143607 members 
Mstep: Class 4 contains 21588 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32709 members 
Mstep: Class 9 contains 163087 members 
Mstep: Class 10 contains 36859 members 
Mstep: Class 11 contains 28216 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214878 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1308 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 54033 members 
Mstep: Class 19 contains 885 members 
Mstep: Class 20 contains 93287 members 
Mstep: Class 21 contains 2345 members 
Mstep: Class 22 contains 5832 members 
Mstep: Class 23 contains 12578 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 96258 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 5945 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18866 members 
Mstep: Class 35 contains 5075 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 163396 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111310 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 88095 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39323 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 514 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95034 members 
Mstep: Class 51 contains 2164 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2664 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 236793 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1363 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 79240 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803112.000000 Penalty: 50770.378906
Iteration 464Q: 78 clusters Score -9.080311e+07 nChanged 13697
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 160625 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 142196 members 
Mstep: Class 4 contains 21579 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32616 members 
Mstep: Class 9 contains 163327 members 
Mstep: Class 10 contains 36858 members 
Mstep: Class 11 contains 28055 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214872 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1308 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 54017 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 93307 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 5821 members 
Mstep: Class 23 contains 12567 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 99889 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 5947 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18855 members 
Mstep: Class 35 contains 5072 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 162635 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111389 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 88040 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39267 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 511 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95122 members 
Mstep: Class 51 contains 2168 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2644 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 238103 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1363 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 78118 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802008.000000 Penalty: 50770.378906
Iteration 465Q: 78 clusters Score -9.080201e+07 nChanged 15241
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 158835 members 
Mstep: Class 2 contains 7286 members 
Mstep: Class 3 contains 140503 members 
Mstep: Class 4 contains 21566 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32506 members 
Mstep: Class 9 contains 163700 members 
Mstep: Class 10 contains 36850 members 
Mstep: Class 11 contains 27881 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214852 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1309 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 54006 members 
Mstep: Class 19 contains 879 members 
Mstep: Class 20 contains 93318 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 5828 members 
Mstep: Class 23 contains 12555 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 103580 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 2469 members 
Mstep: Class 30 contains 5949 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18847 members 
Mstep: Class 35 contains 5069 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 162028 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111481 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 87999 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39215 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 509 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95234 members 
Mstep: Class 51 contains 2171 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2625 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 239645 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1364 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 76949 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801080.000000 Penalty: 50770.378906
Iteration 466Q: 78 clusters Score -9.080108e+07 nChanged 15916
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 156898 members 
Mstep: Class 2 contains 7286 members 
Mstep: Class 3 contains 138860 members 
Mstep: Class 4 contains 21553 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3721 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32377 members 
Mstep: Class 9 contains 164322 members 
Mstep: Class 10 contains 36851 members 
Mstep: Class 11 contains 27724 members 
Mstep: Class 12 contains 1019 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214840 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1313 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 53995 members 
Mstep: Class 19 contains 880 members 
Mstep: Class 20 contains 93330 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 5828 members 
Mstep: Class 23 contains 12548 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 107324 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 2468 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18842 members 
Mstep: Class 35 contains 5069 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 161167 members 
Mstep: Class 38 contains 238 members 
Mstep: Class 39 contains 111519 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 87924 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39163 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 505 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95403 members 
Mstep: Class 51 contains 2176 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2614 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 241309 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1364 members 
Mstep: Class 76 contains 409 members 
Mstep: Class 77 contains 75687 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799864.000000 Penalty: 50770.378906
Iteration 467Q: 78 clusters Score -9.079986e+07 nChanged 16504
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 154644 members 
Mstep: Class 2 contains 7286 members 
Mstep: Class 3 contains 137282 members 
Mstep: Class 4 contains 21546 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3674 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32260 members 
Mstep: Class 9 contains 165155 members 
Mstep: Class 10 contains 36849 members 
Mstep: Class 11 contains 27580 members 
Mstep: Class 12 contains 981 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214805 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 53992 members 
Mstep: Class 19 contains 882 members 
Mstep: Class 20 contains 93335 members 
Mstep: Class 21 contains 2331 members 
Mstep: Class 22 contains 5825 members 
Mstep: Class 23 contains 12533 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 111272 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 2471 members 
Mstep: Class 30 contains 5947 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18843 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 160169 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111543 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 87839 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39095 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 509 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95538 members 
Mstep: Class 51 contains 2180 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2608 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 242929 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1365 members 
Mstep: Class 76 contains 409 members 
Mstep: Class 77 contains 74514 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797992.000000 Penalty: 50770.378906
Iteration 468Q: 78 clusters Score -9.079799e+07 nChanged 17344
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 152209 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 135664 members 
Mstep: Class 4 contains 21531 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32180 members 
Mstep: Class 9 contains 165987 members 
Mstep: Class 10 contains 36857 members 
Mstep: Class 11 contains 27441 members 
Mstep: Class 12 contains 941 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214785 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1317 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 53981 members 
Mstep: Class 19 contains 883 members 
Mstep: Class 20 contains 93329 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 12522 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 115452 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 5935 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18835 members 
Mstep: Class 35 contains 5072 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 158994 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111592 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 87749 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 39036 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 511 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95658 members 
Mstep: Class 51 contains 2178 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2602 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 244756 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1365 members 
Mstep: Class 76 contains 409 members 
Mstep: Class 77 contains 73250 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797128.000000 Penalty: 50770.378906
Iteration 469Q: 78 clusters Score -9.079713e+07 nChanged 17475
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 149786 members 
Mstep: Class 2 contains 7288 members 
Mstep: Class 3 contains 134094 members 
Mstep: Class 4 contains 21502 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3614 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32133 members 
Mstep: Class 9 contains 166929 members 
Mstep: Class 10 contains 36858 members 
Mstep: Class 11 contains 27288 members 
Mstep: Class 12 contains 895 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214743 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 17 contains 1007 members 
Mstep: Class 18 contains 53972 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 93328 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 5826 members 
Mstep: Class 23 contains 12515 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 119719 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 2485 members 
Mstep: Class 30 contains 5919 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18837 members 
Mstep: Class 35 contains 5072 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 157386 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111648 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 87688 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38984 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 510 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95699 members 
Mstep: Class 51 contains 2177 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2598 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 246619 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1364 members 
Mstep: Class 76 contains 409 members 
Mstep: Class 77 contains 72164 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796040.000000 Penalty: 50770.378906
Iteration 470Q: 78 clusters Score -9.079604e+07 nChanged 17625
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 147428 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 132674 members 
Mstep: Class 4 contains 21474 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32123 members 
Mstep: Class 9 contains 168084 members 
Mstep: Class 10 contains 36859 members 
Mstep: Class 11 contains 27154 members 
Mstep: Class 12 contains 845 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214724 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 53978 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 93350 members 
Mstep: Class 21 contains 2318 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 12506 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 123913 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 5918 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18839 members 
Mstep: Class 35 contains 5072 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 155447 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111666 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 87568 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38941 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 510 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95728 members 
Mstep: Class 51 contains 2176 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2586 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 248637 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1364 members 
Mstep: Class 76 contains 409 members 
Mstep: Class 77 contains 70915 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793056.000000 Penalty: 50770.378906
Iteration 471Q: 78 clusters Score -9.079306e+07 nChanged 17170
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 145213 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 131262 members 
Mstep: Class 4 contains 21460 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3562 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32131 members 
Mstep: Class 9 contains 169431 members 
Mstep: Class 10 contains 36868 members 
Mstep: Class 11 contains 27015 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214728 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 53975 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 93362 members 
Mstep: Class 21 contains 2318 members 
Mstep: Class 22 contains 5815 members 
Mstep: Class 23 contains 12493 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 127283 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3936 members 
Mstep: Class 29 contains 2485 members 
Mstep: Class 30 contains 5947 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18834 members 
Mstep: Class 35 contains 5072 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 154192 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111646 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 87407 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38871 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 514 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95834 members 
Mstep: Class 51 contains 2174 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2574 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 250616 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 409 members 
Mstep: Class 77 contains 69436 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790288.000000 Penalty: 50770.378906
Iteration 472Q: 78 clusters Score -9.079029e+07 nChanged 14385
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143070 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 129806 members 
Mstep: Class 4 contains 21445 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3550 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32105 members 
Mstep: Class 9 contains 170965 members 
Mstep: Class 10 contains 36881 members 
Mstep: Class 11 contains 26888 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214750 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1314 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 53995 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 93384 members 
Mstep: Class 21 contains 2318 members 
Mstep: Class 22 contains 5807 members 
Mstep: Class 23 contains 12484 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 128149 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 5952 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18838 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 155435 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111625 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 87272 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38830 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 516 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95892 members 
Mstep: Class 51 contains 2171 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2566 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 252430 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 409 members 
Mstep: Class 77 contains 67882 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787928.000000 Penalty: 50770.378906
Iteration 473Q: 78 clusters Score -9.078793e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 140922 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 128207 members 
Mstep: Class 4 contains 21423 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3529 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32094 members 
Mstep: Class 9 contains 172636 members 
Mstep: Class 10 contains 36891 members 
Mstep: Class 11 contains 26780 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214792 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1314 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 54016 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 93412 members 
Mstep: Class 21 contains 2318 members 
Mstep: Class 22 contains 5794 members 
Mstep: Class 23 contains 12477 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 127613 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 2493 members 
Mstep: Class 30 contains 5963 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18833 members 
Mstep: Class 35 contains 5070 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 158358 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111610 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 87134 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38791 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 519 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95879 members 
Mstep: Class 51 contains 2175 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2555 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 253951 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 409 members 
Mstep: Class 77 contains 66373 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90785992.000000 Penalty: 50770.378906
Iteration 474Q: 78 clusters Score -9.078599e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 138761 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 126605 members 
Mstep: Class 4 contains 21408 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3513 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32098 members 
Mstep: Class 9 contains 174322 members 
Mstep: Class 10 contains 36895 members 
Mstep: Class 11 contains 26687 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214810 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 93431 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 5782 members 
Mstep: Class 23 contains 12469 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 126519 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 5970 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18830 members 
Mstep: Class 35 contains 5068 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 161848 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111586 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 87026 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38751 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95922 members 
Mstep: Class 51 contains 2177 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2548 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 255511 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 409 members 
Mstep: Class 77 contains 64713 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90784880.000000 Penalty: 50770.378906
Iteration 475Q: 78 clusters Score -9.078488e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 137073 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 125022 members 
Mstep: Class 4 contains 21389 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3513 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32148 members 
Mstep: Class 9 contains 176104 members 
Mstep: Class 10 contains 36896 members 
Mstep: Class 11 contains 26586 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214868 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1314 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 54082 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 93429 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 5767 members 
Mstep: Class 23 contains 12468 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 125254 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 5965 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18834 members 
Mstep: Class 35 contains 5068 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 165126 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111530 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86938 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38724 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 530 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95916 members 
Mstep: Class 51 contains 2181 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2540 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 257025 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 409 members 
Mstep: Class 77 contains 62888 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 642.390869 but Gain 659.355469
Score: -90783848.000000 Penalty: 50111.023438
Iteration 476Q: 77 clusters Score -9.078385e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 136766 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 123489 members 
Mstep: Class 4 contains 21355 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3521 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32244 members 
Mstep: Class 9 contains 177939 members 
Mstep: Class 10 contains 36905 members 
Mstep: Class 11 contains 26460 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214942 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 54142 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 93420 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 5748 members 
Mstep: Class 23 contains 12465 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 123789 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2514 members 
Mstep: Class 30 contains 5970 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18832 members 
Mstep: Class 35 contains 5068 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 167603 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111554 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86862 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38701 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 537 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95934 members 
Mstep: Class 51 contains 2181 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2532 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 258614 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 409 members 
Mstep: Class 77 contains 60901 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90782808.000000 Penalty: 50111.023438
Iteration 477Q: 77 clusters Score -9.078281e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 136929 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 121852 members 
Mstep: Class 4 contains 21327 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32371 members 
Mstep: Class 9 contains 179823 members 
Mstep: Class 10 contains 36913 members 
Mstep: Class 11 contains 26346 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214997 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1317 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 54159 members 
Mstep: Class 19 contains 907 members 
Mstep: Class 20 contains 93407 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 5733 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 122293 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2516 members 
Mstep: Class 30 contains 5986 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18827 members 
Mstep: Class 35 contains 5068 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 169338 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111368 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86782 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38671 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 542 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95892 members 
Mstep: Class 51 contains 2181 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2523 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 152 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 260227 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 58924 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90781568.000000 Penalty: 50111.023438
Iteration 478Q: 77 clusters Score -9.078157e+07 nChanged 8590
Entering ConstructFrom: 
Score: -90781568.000000 Penalty: 50111.023438
Entering ConstructFrom: 
Trying to split cluster 1 (137447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137447 members 
Entering Unmasked Estep 
Score: -6839536.000000 Penalty: 538.310181
	Iteration 0F: 2 clusters Score -6839536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -6746333.500000 Penalty: 1076.620361
	Iteration 0F: 3 clusters Score -6746334 nChanged 67635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -6788580.500000 Penalty: 1076.620361
	Iteration 1F: 3 clusters Score -6788580 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -6790488.000000 Penalty: 1076.620361
	Iteration 2Q: 3 clusters Score -6790488 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -6793347.500000 Penalty: 1076.620361
	Iteration 3Q: 3 clusters Score -6793348 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -6798120.000000 Penalty: 1076.620361
	Iteration 4F: 3 clusters Score -6798120 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104377 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -6805790.500000 Penalty: 1076.620361
	Iteration 5F: 3 clusters Score -6805790 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115126 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -6816097.500000 Penalty: 1076.620361
	Iteration 6F: 3 clusters Score -6816098 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124552 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -6826012.000000 Penalty: 1076.620361
	Iteration 7F: 3 clusters Score -6826012 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -6832697.000000 Penalty: 1076.620361
	Iteration 8Q: 3 clusters Score -6832697 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134222 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -6836096.500000 Penalty: 1076.620361
	Iteration 9Q: 3 clusters Score -6836096 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6837702.500000 Penalty: 1076.620361
	Iteration 10Q: 3 clusters Score -6837702 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136598 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6838374.000000 Penalty: 1076.620361
	Iteration 11Q: 3 clusters Score -6838374 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136978 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6838700.500000 Penalty: 1076.620361
	Iteration 12Q: 3 clusters Score -6838700 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137148 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6838836.500000 Penalty: 1076.620361
	Iteration 13Q: 3 clusters Score -6838836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137218 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6838920.500000 Penalty: 1076.620361
	Iteration 14Q: 3 clusters Score -6838920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137260 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6838973.500000 Penalty: 1076.620361
	Iteration 15Q: 3 clusters Score -6838974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137292 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -6839016.000000 Penalty: 1076.620361
	Iteration 16Q: 3 clusters Score -6839016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137317 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6839041.500000 Penalty: 1076.620361
	Iteration 17Q: 3 clusters Score -6839042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137335 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6839050.000000 Penalty: 1076.620361
	Iteration 18Q: 3 clusters Score -6839050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137341 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6839055.000000 Penalty: 1076.620361
	Iteration 19Q: 3 clusters Score -6839055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137342 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6839062.000000 Penalty: 1076.620361
	Iteration 20F: 3 clusters Score -6839062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137343 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6839066.000000 Penalty: 1076.620361
	Iteration 21Q: 3 clusters Score -6839066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137343 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6839072.500000 Penalty: 1076.620361
	Iteration 22Q: 3 clusters Score -6839072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137348 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6839079.000000 Penalty: 1076.620361
	Iteration 23Q: 3 clusters Score -6839079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137349 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6839077.000000 Penalty: 1076.620361
	Iteration 24Q: 3 clusters Score -6839077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137349 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6839080.500000 Penalty: 1076.620361
	Iteration 25Q: 3 clusters Score -6839080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137349 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6839080.500000 Penalty: 1076.620361
	Iteration 26F: 3 clusters Score -6839080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Entering Unmasked Estep 
Score: -349681.375000 Penalty: 404.701263
	Iteration 0F: 2 clusters Score -349681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -344819.312500 Penalty: 809.402527
	Iteration 0F: 3 clusters Score -344819.3 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -346790.218750 Penalty: 809.402527
	Iteration 1F: 3 clusters Score -346790.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -347177.312500 Penalty: 809.402527
	Iteration 2F: 3 clusters Score -347177.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -347670.156250 Penalty: 809.402527
	Iteration 3F: 3 clusters Score -347670.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -348215.500000 Penalty: 809.402527
	Iteration 4F: 3 clusters Score -348215.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -348582.718750 Penalty: 809.402527
	Iteration 5F: 3 clusters Score -348582.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -348774.750000 Penalty: 809.402527
	Iteration 6Q: 3 clusters Score -348774.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -348899.843750 Penalty: 809.402527
	Iteration 7Q: 3 clusters Score -348899.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -348984.468750 Penalty: 809.402527
	Iteration 8Q: 3 clusters Score -348984.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -349060.500000 Penalty: 809.402527
	Iteration 9Q: 3 clusters Score -349060.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -349135.968750 Penalty: 809.402527
	Iteration 10Q: 3 clusters Score -349136 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -349198.093750 Penalty: 809.402527
	Iteration 11Q: 3 clusters Score -349198.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -349235.843750 Penalty: 809.402527
	Iteration 12Q: 3 clusters Score -349235.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -349265.875000 Penalty: 809.402527
	Iteration 13Q: 3 clusters Score -349265.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -349281.750000 Penalty: 809.402527
	Iteration 14Q: 3 clusters Score -349281.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -349294.187500 Penalty: 809.402527
	Iteration 15Q: 3 clusters Score -349294.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -349305.468750 Penalty: 809.402527
	Iteration 16Q: 3 clusters Score -349305.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -349309.187500 Penalty: 809.402527
	Iteration 17Q: 3 clusters Score -349309.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -349311.843750 Penalty: 809.402527
	Iteration 18Q: 3 clusters Score -349311.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -349317.625000 Penalty: 809.402527
	Iteration 19Q: 3 clusters Score -349317.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -349320.656250 Penalty: 809.402527
	Iteration 20F: 3 clusters Score -349320.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -349322.218750 Penalty: 809.402527
	Iteration 21Q: 3 clusters Score -349322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -349323.093750 Penalty: 809.402527
	Iteration 22Q: 3 clusters Score -349323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -349323.906250 Penalty: 809.402527
	Iteration 23Q: 3 clusters Score -349323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -349324.218750 Penalty: 809.402527
	Iteration 24Q: 3 clusters Score -349324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -349324.406250 Penalty: 809.402527
	Iteration 25Q: 3 clusters Score -349324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -349324.593750 Penalty: 809.402527
	Iteration 26Q: 3 clusters Score -349324.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -349324.687500 Penalty: 809.402527
	Iteration 27Q: 3 clusters Score -349324.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -349324.093750 Penalty: 809.402527
	Iteration 28Q: 3 clusters Score -349324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -349324.781250 Penalty: 809.402527
	Iteration 29Q: 3 clusters Score -349324.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -349324.781250 Penalty: 809.402527
	Iteration 30F: 3 clusters Score -349324.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (120213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Entering Unmasked Estep 
Score: -5952612.500000 Penalty: 532.214417
	Iteration 0F: 2 clusters Score -5952612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -5871521.500000 Penalty: 1064.428833
	Iteration 0F: 3 clusters Score -5871522 nChanged 58771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70532 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -5909387.500000 Penalty: 1064.428833
	Iteration 1F: 3 clusters Score -5909388 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -5913210.000000 Penalty: 1064.428833
	Iteration 2F: 3 clusters Score -5913210 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -5918881.500000 Penalty: 1064.428833
	Iteration 3F: 3 clusters Score -5918882 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -5926543.500000 Penalty: 1064.428833
	Iteration 4F: 3 clusters Score -5926544 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5934306.500000 Penalty: 1064.428833
	Iteration 5F: 3 clusters Score -5934306 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -5940098.000000 Penalty: 1064.428833
	Iteration 6F: 3 clusters Score -5940098 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -5943586.000000 Penalty: 1064.428833
	Iteration 7Q: 3 clusters Score -5943586 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111872 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -5945765.500000 Penalty: 1064.428833
	Iteration 8Q: 3 clusters Score -5945766 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113935 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -5947344.000000 Penalty: 1064.428833
	Iteration 9Q: 3 clusters Score -5947344 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115596 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -5948589.000000 Penalty: 1064.428833
	Iteration 10Q: 3 clusters Score -5948589 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116913 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5949519.500000 Penalty: 1064.428833
	Iteration 11Q: 3 clusters Score -5949520 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117932 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5950322.500000 Penalty: 1064.428833
	Iteration 12Q: 3 clusters Score -5950322 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118708 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5950966.500000 Penalty: 1064.428833
	Iteration 13Q: 3 clusters Score -5950966 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5951440.500000 Penalty: 1064.428833
	Iteration 14Q: 3 clusters Score -5951440 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119630 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5951727.500000 Penalty: 1064.428833
	Iteration 15Q: 3 clusters Score -5951728 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5951900.500000 Penalty: 1064.428833
	Iteration 16Q: 3 clusters Score -5951900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119976 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5951999.500000 Penalty: 1064.428833
	Iteration 17Q: 3 clusters Score -5952000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120039 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5952059.000000 Penalty: 1064.428833
	Iteration 18Q: 3 clusters Score -5952059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120078 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5952097.500000 Penalty: 1064.428833
	Iteration 19Q: 3 clusters Score -5952098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120104 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5952126.000000 Penalty: 1064.428833
	Iteration 20F: 3 clusters Score -5952126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120116 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5952145.000000 Penalty: 1064.428833
	Iteration 21Q: 3 clusters Score -5952145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5952147.000000 Penalty: 1064.428833
	Iteration 22Q: 3 clusters Score -5952147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120122 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5952147.000000 Penalty: 1064.428833
	Iteration 23Q: 3 clusters Score -5952147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120123 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5952146.000000 Penalty: 1064.428833
	Iteration 24Q: 3 clusters Score -5952146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120124 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5952148.500000 Penalty: 1064.428833
	Iteration 25Q: 3 clusters Score -5952148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5952154.000000 Penalty: 1064.428833
	Iteration 26Q: 3 clusters Score -5952154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120127 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5952160.000000 Penalty: 1064.428833
	Iteration 27Q: 3 clusters Score -5952160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120128 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5952167.500000 Penalty: 1064.428833
	Iteration 28Q: 3 clusters Score -5952168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5952179.500000 Penalty: 1064.428833
	Iteration 29Q: 3 clusters Score -5952180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120131 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5952180.500000 Penalty: 1064.428833
	Iteration 30Q: 3 clusters Score -5952180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120133 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5952182.500000 Penalty: 1064.428833
	Iteration 31Q: 3 clusters Score -5952182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120134 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5952184.500000 Penalty: 1064.428833
	Iteration 32Q: 3 clusters Score -5952184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120135 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5952183.000000 Penalty: 1064.428833
	Iteration 33Q: 3 clusters Score -5952183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120135 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5952183.000000 Penalty: 1064.428833
	Iteration 34F: 3 clusters Score -5952183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Entering Unmasked Estep 
Score: -1065070.875000 Penalty: 453.456940
	Iteration 0F: 2 clusters Score -1065071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1050941.375000 Penalty: 906.913879
	Iteration 0F: 3 clusters Score -1050941 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1056885.250000 Penalty: 906.913879
	Iteration 1F: 3 clusters Score -1056885 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1057171.875000 Penalty: 906.913879
	Iteration 2Q: 3 clusters Score -1057172 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1057526.125000 Penalty: 906.913879
	Iteration 3Q: 3 clusters Score -1057526 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1058035.750000 Penalty: 906.913879
	Iteration 4Q: 3 clusters Score -1058036 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1058913.500000 Penalty: 906.913879
	Iteration 5F: 3 clusters Score -1058914 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1060230.750000 Penalty: 906.913879
	Iteration 6F: 3 clusters Score -1060231 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -1061770.375000 Penalty: 906.913879
	Iteration 7F: 3 clusters Score -1061770 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -1063073.000000 Penalty: 906.913879
	Iteration 8F: 3 clusters Score -1063073 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -1063914.125000 Penalty: 906.913879
	Iteration 9Q: 3 clusters Score -1063914 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -1064356.125000 Penalty: 906.913879
	Iteration 10Q: 3 clusters Score -1064356 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -1064541.125000 Penalty: 906.913879
	Iteration 11Q: 3 clusters Score -1064541 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -1064625.875000 Penalty: 906.913879
	Iteration 12Q: 3 clusters Score -1064626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -1064658.625000 Penalty: 906.913879
	Iteration 13Q: 3 clusters Score -1064659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -1064671.500000 Penalty: 906.913879
	Iteration 14Q: 3 clusters Score -1064672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -1064676.625000 Penalty: 906.913879
	Iteration 15Q: 3 clusters Score -1064677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -1064677.000000 Penalty: 906.913879
	Iteration 16Q: 3 clusters Score -1064677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -1064677.000000 Penalty: 906.913879
	Iteration 17F: 3 clusters Score -1064677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -59712.019531 Penalty: 325.924347
	Iteration 0F: 2 clusters Score -59712.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -58704.664062 Penalty: 651.848694
	Iteration 0F: 3 clusters Score -58704.66 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -59021.812500 Penalty: 651.848694
	Iteration 1F: 3 clusters Score -59021.81 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -59110.683594 Penalty: 651.848694
	Iteration 2F: 3 clusters Score -59110.68 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -59182.257812 Penalty: 651.848694
	Iteration 3F: 3 clusters Score -59182.26 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -59252.320312 Penalty: 651.848694
	Iteration 4F: 3 clusters Score -59252.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59318.406250 Penalty: 651.848694
	Iteration 5F: 3 clusters Score -59318.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59378.609375 Penalty: 651.848694
	Iteration 6F: 3 clusters Score -59378.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -59405.593750 Penalty: 651.848694
	Iteration 7Q: 3 clusters Score -59405.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -59418.531250 Penalty: 651.848694
	Iteration 8Q: 3 clusters Score -59418.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -59428.179688 Penalty: 651.848694
	Iteration 9Q: 3 clusters Score -59428.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59430.796875 Penalty: 651.848694
	Iteration 10Q: 3 clusters Score -59430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59432.132812 Penalty: 651.848694
	Iteration 11Q: 3 clusters Score -59432.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -59435.097656 Penalty: 651.848694
	Iteration 12Q: 3 clusters Score -59435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -59437.554688 Penalty: 651.848694
	Iteration 13Q: 3 clusters Score -59437.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -59439.691406 Penalty: 651.848694
	Iteration 14Q: 3 clusters Score -59439.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -59440.593750 Penalty: 651.848694
	Iteration 15Q: 3 clusters Score -59440.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -59441.578125 Penalty: 651.848694
	Iteration 16Q: 3 clusters Score -59441.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -59442.160156 Penalty: 651.848694
	Iteration 17Q: 3 clusters Score -59442.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -59442.394531 Penalty: 651.848694
	Iteration 18Q: 3 clusters Score -59442.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -59442.394531 Penalty: 651.848694
	Iteration 19F: 3 clusters Score -59442.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Entering Unmasked Estep 
Score: -181235.609375 Penalty: 371.974609
	Iteration 0F: 2 clusters Score -181235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -178803.250000 Penalty: 743.949219
	Iteration 0F: 3 clusters Score -178803.2 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -179666.500000 Penalty: 743.949219
	Iteration 1F: 3 clusters Score -179666.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -179769.734375 Penalty: 743.949219
	Iteration 2F: 3 clusters Score -179769.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -179880.484375 Penalty: 743.949219
	Iteration 3F: 3 clusters Score -179880.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -180002.156250 Penalty: 743.949219
	Iteration 4F: 3 clusters Score -180002.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -180191.687500 Penalty: 743.949219
	Iteration 5F: 3 clusters Score -180191.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -180384.812500 Penalty: 743.949219
	Iteration 6F: 3 clusters Score -180384.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -180493.234375 Penalty: 743.949219
	Iteration 7Q: 3 clusters Score -180493.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -180544.890625 Penalty: 743.949219
	Iteration 8Q: 3 clusters Score -180544.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -180571.796875 Penalty: 743.949219
	Iteration 9Q: 3 clusters Score -180571.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -180582.578125 Penalty: 743.949219
	Iteration 10Q: 3 clusters Score -180582.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -180587.656250 Penalty: 743.949219
	Iteration 11Q: 3 clusters Score -180587.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -180590.953125 Penalty: 743.949219
	Iteration 12Q: 3 clusters Score -180591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -180595.515625 Penalty: 743.949219
	Iteration 13Q: 3 clusters Score -180595.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -180597.859375 Penalty: 743.949219
	Iteration 14Q: 3 clusters Score -180597.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -180599.343750 Penalty: 743.949219
	Iteration 15Q: 3 clusters Score -180599.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -180600.078125 Penalty: 743.949219
	Iteration 16Q: 3 clusters Score -180600.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -180601.593750 Penalty: 743.949219
	Iteration 17Q: 3 clusters Score -180601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -180602.781250 Penalty: 743.949219
	Iteration 18Q: 3 clusters Score -180602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -180603.578125 Penalty: 743.949219
	Iteration 19Q: 3 clusters Score -180603.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -180604.531250 Penalty: 743.949219
	Iteration 20F: 3 clusters Score -180604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -180605.375000 Penalty: 743.949219
	Iteration 21Q: 3 clusters Score -180605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -180605.390625 Penalty: 743.949219
	Iteration 22Q: 3 clusters Score -180605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -180606.046875 Penalty: 743.949219
	Iteration 23Q: 3 clusters Score -180606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -180606.109375 Penalty: 743.949219
	Iteration 24Q: 3 clusters Score -180606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -180606.125000 Penalty: 743.949219
	Iteration 25Q: 3 clusters Score -180606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -180606.125000 Penalty: 743.949219
	Iteration 26F: 3 clusters Score -180606.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -78261.953125 Penalty: 336.393463
	Iteration 0F: 2 clusters Score -78261.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -77051.953125 Penalty: 672.786926
	Iteration 0F: 3 clusters Score -77051.95 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -77463.664062 Penalty: 672.786926
	Iteration 1F: 3 clusters Score -77463.66 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -77537.593750 Penalty: 672.786926
	Iteration 2F: 3 clusters Score -77537.59 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -77601.054688 Penalty: 672.786926
	Iteration 3F: 3 clusters Score -77601.05 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -77651.382812 Penalty: 672.786926
	Iteration 4F: 3 clusters Score -77651.38 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -77713.296875 Penalty: 672.786926
	Iteration 5Q: 3 clusters Score -77713.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -77758.085938 Penalty: 672.786926
	Iteration 6Q: 3 clusters Score -77758.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -77786.937500 Penalty: 672.786926
	Iteration 7Q: 3 clusters Score -77786.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -77811.671875 Penalty: 672.786926
	Iteration 8Q: 3 clusters Score -77811.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -77840.960938 Penalty: 672.786926
	Iteration 9Q: 3 clusters Score -77840.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -77867.296875 Penalty: 672.786926
	Iteration 10Q: 3 clusters Score -77867.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -77880.523438 Penalty: 672.786926
	Iteration 11Q: 3 clusters Score -77880.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -77891.328125 Penalty: 672.786926
	Iteration 12Q: 3 clusters Score -77891.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -77901.804688 Penalty: 672.786926
	Iteration 13Q: 3 clusters Score -77901.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -77908.906250 Penalty: 672.786926
	Iteration 14Q: 3 clusters Score -77908.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -77914.117188 Penalty: 672.786926
	Iteration 15Q: 3 clusters Score -77914.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -77916.601562 Penalty: 672.786926
	Iteration 16Q: 3 clusters Score -77916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -77918.203125 Penalty: 672.786926
	Iteration 17Q: 3 clusters Score -77918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -77918.953125 Penalty: 672.786926
	Iteration 18Q: 3 clusters Score -77918.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -77920.437500 Penalty: 672.786926
	Iteration 19Q: 3 clusters Score -77920.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -77921.171875 Penalty: 672.786926
	Iteration 20F: 3 clusters Score -77921.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -77921.437500 Penalty: 672.786926
	Iteration 21Q: 3 clusters Score -77921.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -77921.429688 Penalty: 672.786926
	Iteration 22Q: 3 clusters Score -77921.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -77921.429688 Penalty: 672.786926
	Iteration 23F: 3 clusters Score -77921.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Entering Unmasked Estep 
Score: -1609911.875000 Penalty: 472.724487
	Iteration 0F: 2 clusters Score -1609912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1588215.125000 Penalty: 945.448975
	Iteration 0F: 3 clusters Score -1588215 nChanged 15538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -1597887.125000 Penalty: 945.448975
	Iteration 1F: 3 clusters Score -1597887 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -1599108.875000 Penalty: 945.448975
	Iteration 2F: 3 clusters Score -1599109 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -1600988.250000 Penalty: 945.448975
	Iteration 3F: 3 clusters Score -1600988 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -1603428.875000 Penalty: 945.448975
	Iteration 4F: 3 clusters Score -1603429 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -1605907.250000 Penalty: 945.448975
	Iteration 5F: 3 clusters Score -1605907 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -1607652.750000 Penalty: 945.448975
	Iteration 6Q: 3 clusters Score -1607653 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -1608344.875000 Penalty: 945.448975
	Iteration 7Q: 3 clusters Score -1608345 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -1608598.625000 Penalty: 945.448975
	Iteration 8Q: 3 clusters Score -1608599 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -1608739.375000 Penalty: 945.448975
	Iteration 9Q: 3 clusters Score -1608739 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -1608835.750000 Penalty: 945.448975
	Iteration 10Q: 3 clusters Score -1608836 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -1608893.250000 Penalty: 945.448975
	Iteration 11Q: 3 clusters Score -1608893 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -1608936.625000 Penalty: 945.448975
	Iteration 12Q: 3 clusters Score -1608937 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1608973.625000 Penalty: 945.448975
	Iteration 13Q: 3 clusters Score -1608974 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -1609006.125000 Penalty: 945.448975
	Iteration 14Q: 3 clusters Score -1609006 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -1609028.125000 Penalty: 945.448975
	Iteration 15Q: 3 clusters Score -1609028 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -1609057.875000 Penalty: 945.448975
	Iteration 16Q: 3 clusters Score -1609058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -1609078.125000 Penalty: 945.448975
	Iteration 17Q: 3 clusters Score -1609078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -1609107.125000 Penalty: 945.448975
	Iteration 18Q: 3 clusters Score -1609107 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -1609117.125000 Penalty: 945.448975
	Iteration 19Q: 3 clusters Score -1609117 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -1609123.000000 Penalty: 945.448975
	Iteration 20F: 3 clusters Score -1609123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -1609136.000000 Penalty: 945.448975
	Iteration 21Q: 3 clusters Score -1609136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -1609142.375000 Penalty: 945.448975
	Iteration 22Q: 3 clusters Score -1609142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -1609154.625000 Penalty: 945.448975
	Iteration 23Q: 3 clusters Score -1609155 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -1609163.000000 Penalty: 945.448975
	Iteration 24Q: 3 clusters Score -1609163 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -1609171.125000 Penalty: 945.448975
	Iteration 25Q: 3 clusters Score -1609171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -1609181.000000 Penalty: 945.448975
	Iteration 26Q: 3 clusters Score -1609181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -1609187.375000 Penalty: 945.448975
	Iteration 27Q: 3 clusters Score -1609187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -1609183.250000 Penalty: 945.448975
	Iteration 28Q: 3 clusters Score -1609183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -1609188.375000 Penalty: 945.448975
	Iteration 29Q: 3 clusters Score -1609188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -1609198.375000 Penalty: 945.448975
	Iteration 30Q: 3 clusters Score -1609198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -1609204.750000 Penalty: 945.448975
	Iteration 31Q: 3 clusters Score -1609205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -1609210.500000 Penalty: 945.448975
	Iteration 32Q: 3 clusters Score -1609210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -1609214.125000 Penalty: 945.448975
	Iteration 33Q: 3 clusters Score -1609214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -1609219.875000 Penalty: 945.448975
	Iteration 34Q: 3 clusters Score -1609220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -1609226.750000 Penalty: 945.448975
	Iteration 35Q: 3 clusters Score -1609227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -1609230.750000 Penalty: 945.448975
	Iteration 36Q: 3 clusters Score -1609231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -1609233.875000 Penalty: 945.448975
	Iteration 37Q: 3 clusters Score -1609234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -1609234.625000 Penalty: 945.448975
	Iteration 38Q: 3 clusters Score -1609235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -1609243.875000 Penalty: 945.448975
	Iteration 39Q: 3 clusters Score -1609244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -1609245.625000 Penalty: 945.448975
	Iteration 40F: 3 clusters Score -1609246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -1609244.375000 Penalty: 945.448975
	Iteration 41Q: 3 clusters Score -1609244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -1609248.000000 Penalty: 945.448975
	Iteration 42Q: 3 clusters Score -1609248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -1609253.250000 Penalty: 945.448975
	Iteration 43Q: 3 clusters Score -1609253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -1609254.500000 Penalty: 945.448975
	Iteration 44Q: 3 clusters Score -1609254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -1609260.875000 Penalty: 945.448975
	Iteration 45Q: 3 clusters Score -1609261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -1609262.875000 Penalty: 945.448975
	Iteration 46Q: 3 clusters Score -1609263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -1609265.250000 Penalty: 945.448975
	Iteration 47Q: 3 clusters Score -1609265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -1609261.125000 Penalty: 945.448975
	Iteration 48Q: 3 clusters Score -1609261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -1609261.250000 Penalty: 945.448975
	Iteration 49Q: 3 clusters Score -1609261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -1609263.750000 Penalty: 945.448975
	Iteration 50Q: 3 clusters Score -1609264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -1609266.750000 Penalty: 945.448975
	Iteration 51Q: 3 clusters Score -1609267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -1609267.750000 Penalty: 945.448975
	Iteration 52Q: 3 clusters Score -1609268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -1609268.000000 Penalty: 945.448975
	Iteration 53Q: 3 clusters Score -1609268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -1609269.750000 Penalty: 945.448975
	Iteration 54Q: 3 clusters Score -1609270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -1609273.375000 Penalty: 945.448975
	Iteration 55Q: 3 clusters Score -1609273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -1609271.125000 Penalty: 945.448975
	Iteration 56Q: 3 clusters Score -1609271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -1609271.750000 Penalty: 945.448975
	Iteration 57Q: 3 clusters Score -1609272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -1609272.250000 Penalty: 945.448975
	Iteration 58Q: 3 clusters Score -1609272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -1609274.500000 Penalty: 945.448975
	Iteration 59Q: 3 clusters Score -1609274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -1609274.875000 Penalty: 945.448975
	Iteration 60F: 3 clusters Score -1609275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -1609275.125000 Penalty: 945.448975
	Iteration 61Q: 3 clusters Score -1609275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -1609274.000000 Penalty: 945.448975
	Iteration 62Q: 3 clusters Score -1609274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -1609272.875000 Penalty: 945.448975
	Iteration 63Q: 3 clusters Score -1609273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -1609275.500000 Penalty: 945.448975
	Iteration 64Q: 3 clusters Score -1609276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -1609279.500000 Penalty: 945.448975
	Iteration 65Q: 3 clusters Score -1609280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -1609279.750000 Penalty: 945.448975
	Iteration 66Q: 3 clusters Score -1609280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -1609273.875000 Penalty: 945.448975
	Iteration 67Q: 3 clusters Score -1609274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -1609275.000000 Penalty: 945.448975
	Iteration 68Q: 3 clusters Score -1609275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -1609276.000000 Penalty: 945.448975
	Iteration 69Q: 3 clusters Score -1609276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -1609274.875000 Penalty: 945.448975
	Iteration 70Q: 3 clusters Score -1609275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -1609274.875000 Penalty: 945.448975
	Iteration 71F: 3 clusters Score -1609275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181841 members 
Entering Unmasked Estep 
Score: -9114095.000000 Penalty: 551.045410
	Iteration 0F: 2 clusters Score -9114095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 90550 members 
Entering Unmasked Estep 
Score: -8992575.000000 Penalty: 1102.090820
	Iteration 0F: 3 clusters Score -8992575 nChanged 89212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -9050003.000000 Penalty: 1102.090820
	Iteration 1F: 3 clusters Score -9050003 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120212 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -9056467.000000 Penalty: 1102.090820
	Iteration 2F: 3 clusters Score -9056467 nChanged 14866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134972 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -9067520.000000 Penalty: 1102.090820
	Iteration 3F: 3 clusters Score -9067520 nChanged 16558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151514 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -9083100.000000 Penalty: 1102.090820
	Iteration 4F: 3 clusters Score -9083100 nChanged 15096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166606 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -9098815.000000 Penalty: 1102.090820
	Iteration 5F: 3 clusters Score -9098815 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176208 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -9108300.000000 Penalty: 1102.090820
	Iteration 6F: 3 clusters Score -9108300 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180293 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9112183.000000 Penalty: 1102.090820
	Iteration 7Q: 3 clusters Score -9112183 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181441 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9113245.000000 Penalty: 1102.090820
	Iteration 8Q: 3 clusters Score -9113245 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181726 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9113494.000000 Penalty: 1102.090820
	Iteration 9Q: 3 clusters Score -9113494 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181786 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9113560.000000 Penalty: 1102.090820
	Iteration 10Q: 3 clusters Score -9113560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181798 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9113587.000000 Penalty: 1102.090820
	Iteration 11Q: 3 clusters Score -9113587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181801 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9113592.000000 Penalty: 1102.090820
	Iteration 12Q: 3 clusters Score -9113592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181803 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -9113608.000000 Penalty: 1102.090820
	Iteration 13Q: 3 clusters Score -9113608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181803 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -9113617.000000 Penalty: 1102.090820
	Iteration 14Q: 3 clusters Score -9113617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181803 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -9113616.000000 Penalty: 1102.090820
	Iteration 15Q: 3 clusters Score -9113616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181803 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -9113616.000000 Penalty: 1102.090820
	Iteration 16F: 3 clusters Score -9113616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Entering Unmasked Estep 
Score: -1736093.375000 Penalty: 478.498688
	Iteration 0F: 2 clusters Score -1736093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1711392.375000 Penalty: 956.997375
	Iteration 0F: 3 clusters Score -1711392 nChanged 17884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1721691.875000 Penalty: 956.997375
	Iteration 1F: 3 clusters Score -1721692 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1722186.875000 Penalty: 956.997375
	Iteration 2Q: 3 clusters Score -1722187 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1722842.125000 Penalty: 956.997375
	Iteration 3Q: 3 clusters Score -1722842 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1723849.500000 Penalty: 956.997375
	Iteration 4Q: 3 clusters Score -1723850 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1725328.875000 Penalty: 956.997375
	Iteration 5F: 3 clusters Score -1725329 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1727327.125000 Penalty: 956.997375
	Iteration 6F: 3 clusters Score -1727327 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1729718.875000 Penalty: 956.997375
	Iteration 7F: 3 clusters Score -1729719 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1732134.375000 Penalty: 956.997375
	Iteration 8F: 3 clusters Score -1732134 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1733904.750000 Penalty: 956.997375
	Iteration 9F: 3 clusters Score -1733905 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1734917.875000 Penalty: 956.997375
	Iteration 10Q: 3 clusters Score -1734918 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1735355.125000 Penalty: 956.997375
	Iteration 11Q: 3 clusters Score -1735355 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1735544.875000 Penalty: 956.997375
	Iteration 12Q: 3 clusters Score -1735545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1735613.625000 Penalty: 956.997375
	Iteration 13Q: 3 clusters Score -1735614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1735638.500000 Penalty: 956.997375
	Iteration 14Q: 3 clusters Score -1735638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1735663.000000 Penalty: 956.997375
	Iteration 15Q: 3 clusters Score -1735663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1735671.625000 Penalty: 956.997375
	Iteration 16Q: 3 clusters Score -1735672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1735676.750000 Penalty: 956.997375
	Iteration 17Q: 3 clusters Score -1735677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1735680.125000 Penalty: 956.997375
	Iteration 18Q: 3 clusters Score -1735680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1735683.875000 Penalty: 956.997375
	Iteration 19Q: 3 clusters Score -1735684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1735689.500000 Penalty: 956.997375
	Iteration 20F: 3 clusters Score -1735690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1735694.250000 Penalty: 956.997375
	Iteration 21Q: 3 clusters Score -1735694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1735696.000000 Penalty: 956.997375
	Iteration 22Q: 3 clusters Score -1735696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1735696.250000 Penalty: 956.997375
	Iteration 23Q: 3 clusters Score -1735696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1735696.250000 Penalty: 956.997375
	Iteration 24F: 3 clusters Score -1735696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Entering Unmasked Estep 
Score: -1296672.625000 Penalty: 462.946960
	Iteration 0F: 2 clusters Score -1296673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1279099.375000 Penalty: 925.893921
	Iteration 0F: 3 clusters Score -1279099 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1286530.250000 Penalty: 925.893921
	Iteration 1F: 3 clusters Score -1286530 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1286992.250000 Penalty: 925.893921
	Iteration 2Q: 3 clusters Score -1286992 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1287664.000000 Penalty: 925.893921
	Iteration 3Q: 3 clusters Score -1287664 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1288690.375000 Penalty: 925.893921
	Iteration 4F: 3 clusters Score -1288690 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1290320.250000 Penalty: 925.893921
	Iteration 5F: 3 clusters Score -1290320 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1292444.000000 Penalty: 925.893921
	Iteration 6F: 3 clusters Score -1292444 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1294112.375000 Penalty: 925.893921
	Iteration 7F: 3 clusters Score -1294112 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1294870.000000 Penalty: 925.893921
	Iteration 8F: 3 clusters Score -1294870 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1295245.500000 Penalty: 925.893921
	Iteration 9Q: 3 clusters Score -1295246 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1295546.000000 Penalty: 925.893921
	Iteration 10Q: 3 clusters Score -1295546 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1295819.750000 Penalty: 925.893921
	Iteration 11Q: 3 clusters Score -1295820 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1296031.875000 Penalty: 925.893921
	Iteration 12Q: 3 clusters Score -1296032 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1296165.000000 Penalty: 925.893921
	Iteration 13Q: 3 clusters Score -1296165 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1296239.750000 Penalty: 925.893921
	Iteration 14Q: 3 clusters Score -1296240 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1296271.500000 Penalty: 925.893921
	Iteration 15Q: 3 clusters Score -1296272 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1296301.125000 Penalty: 925.893921
	Iteration 16Q: 3 clusters Score -1296301 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1296320.750000 Penalty: 925.893921
	Iteration 17Q: 3 clusters Score -1296321 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1296339.250000 Penalty: 925.893921
	Iteration 18Q: 3 clusters Score -1296339 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1296353.000000 Penalty: 925.893921
	Iteration 19Q: 3 clusters Score -1296353 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1296356.000000 Penalty: 925.893921
	Iteration 20F: 3 clusters Score -1296356 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1296367.000000 Penalty: 925.893921
	Iteration 21Q: 3 clusters Score -1296367 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1296377.375000 Penalty: 925.893921
	Iteration 22Q: 3 clusters Score -1296377 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1296383.125000 Penalty: 925.893921
	Iteration 23Q: 3 clusters Score -1296383 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1296397.875000 Penalty: 925.893921
	Iteration 24Q: 3 clusters Score -1296398 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1296405.875000 Penalty: 925.893921
	Iteration 25Q: 3 clusters Score -1296406 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1296419.375000 Penalty: 925.893921
	Iteration 26Q: 3 clusters Score -1296419 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1296420.250000 Penalty: 925.893921
	Iteration 27Q: 3 clusters Score -1296420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1296428.625000 Penalty: 925.893921
	Iteration 28Q: 3 clusters Score -1296429 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1296442.500000 Penalty: 925.893921
	Iteration 29Q: 3 clusters Score -1296442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1296447.125000 Penalty: 925.893921
	Iteration 30Q: 3 clusters Score -1296447 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1296448.125000 Penalty: 925.893921
	Iteration 31Q: 3 clusters Score -1296448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1296453.500000 Penalty: 925.893921
	Iteration 32Q: 3 clusters Score -1296454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1296455.875000 Penalty: 925.893921
	Iteration 33Q: 3 clusters Score -1296456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1296455.500000 Penalty: 925.893921
	Iteration 34Q: 3 clusters Score -1296456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1296455.625000 Penalty: 925.893921
	Iteration 35Q: 3 clusters Score -1296456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1296460.250000 Penalty: 925.893921
	Iteration 36Q: 3 clusters Score -1296460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1296461.625000 Penalty: 925.893921
	Iteration 37Q: 3 clusters Score -1296462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1296473.625000 Penalty: 925.893921
	Iteration 38Q: 3 clusters Score -1296474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1296478.875000 Penalty: 925.893921
	Iteration 39Q: 3 clusters Score -1296479 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1296485.000000 Penalty: 925.893921
	Iteration 40F: 3 clusters Score -1296485 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1296499.250000 Penalty: 925.893921
	Iteration 41Q: 3 clusters Score -1296499 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1296498.125000 Penalty: 925.893921
	Iteration 42Q: 3 clusters Score -1296498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1296499.875000 Penalty: 925.893921
	Iteration 43Q: 3 clusters Score -1296500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1296500.875000 Penalty: 925.893921
	Iteration 44Q: 3 clusters Score -1296501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1296504.000000 Penalty: 925.893921
	Iteration 45Q: 3 clusters Score -1296504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1296507.125000 Penalty: 925.893921
	Iteration 46Q: 3 clusters Score -1296507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1296510.875000 Penalty: 925.893921
	Iteration 47Q: 3 clusters Score -1296511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1296518.500000 Penalty: 925.893921
	Iteration 48Q: 3 clusters Score -1296518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1296520.125000 Penalty: 925.893921
	Iteration 49Q: 3 clusters Score -1296520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1296524.750000 Penalty: 925.893921
	Iteration 50Q: 3 clusters Score -1296525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1296526.625000 Penalty: 925.893921
	Iteration 51Q: 3 clusters Score -1296527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1296535.625000 Penalty: 925.893921
	Iteration 52Q: 3 clusters Score -1296536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1296549.375000 Penalty: 925.893921
	Iteration 53Q: 3 clusters Score -1296549 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1296553.750000 Penalty: 925.893921
	Iteration 54Q: 3 clusters Score -1296554 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1296564.875000 Penalty: 925.893921
	Iteration 55Q: 3 clusters Score -1296565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1296570.250000 Penalty: 925.893921
	Iteration 56Q: 3 clusters Score -1296570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1296591.000000 Penalty: 925.893921
	Iteration 57Q: 3 clusters Score -1296591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1296597.000000 Penalty: 925.893921
	Iteration 58Q: 3 clusters Score -1296597 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1296601.375000 Penalty: 925.893921
	Iteration 59Q: 3 clusters Score -1296601 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1296613.000000 Penalty: 925.893921
	Iteration 60F: 3 clusters Score -1296613 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1296623.000000 Penalty: 925.893921
	Iteration 61Q: 3 clusters Score -1296623 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1296631.125000 Penalty: 925.893921
	Iteration 62Q: 3 clusters Score -1296631 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1296639.375000 Penalty: 925.893921
	Iteration 63Q: 3 clusters Score -1296639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1296644.375000 Penalty: 925.893921
	Iteration 64Q: 3 clusters Score -1296644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1296643.000000 Penalty: 925.893921
	Iteration 65Q: 3 clusters Score -1296643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1296652.125000 Penalty: 925.893921
	Iteration 66Q: 3 clusters Score -1296652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1296653.000000 Penalty: 925.893921
	Iteration 67Q: 3 clusters Score -1296653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1296654.000000 Penalty: 925.893921
	Iteration 68Q: 3 clusters Score -1296654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1296655.750000 Penalty: 925.893921
	Iteration 69Q: 3 clusters Score -1296656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1296655.625000 Penalty: 925.893921
	Iteration 70Q: 3 clusters Score -1296656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1296662.625000 Penalty: 925.893921
	Iteration 71Q: 3 clusters Score -1296663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1296662.875000 Penalty: 925.893921
	Iteration 72Q: 3 clusters Score -1296663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1296663.250000 Penalty: 925.893921
	Iteration 73Q: 3 clusters Score -1296663 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1296666.000000 Penalty: 925.893921
	Iteration 74Q: 3 clusters Score -1296666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1296669.375000 Penalty: 925.893921
	Iteration 75Q: 3 clusters Score -1296669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1296674.375000 Penalty: 925.893921
	Iteration 76Q: 3 clusters Score -1296674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1296680.500000 Penalty: 925.893921
	Iteration 77Q: 3 clusters Score -1296680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1296686.250000 Penalty: 925.893921
	Iteration 78Q: 3 clusters Score -1296686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1296690.000000 Penalty: 925.893921
	Iteration 79Q: 3 clusters Score -1296690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1296694.625000 Penalty: 925.893921
	Iteration 80F: 3 clusters Score -1296695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1296696.125000 Penalty: 925.893921
	Iteration 81Q: 3 clusters Score -1296696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1296700.625000 Penalty: 925.893921
	Iteration 82Q: 3 clusters Score -1296701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1296707.875000 Penalty: 925.893921
	Iteration 83Q: 3 clusters Score -1296708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1296709.875000 Penalty: 925.893921
	Iteration 84Q: 3 clusters Score -1296710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1296713.375000 Penalty: 925.893921
	Iteration 85Q: 3 clusters Score -1296713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1296715.375000 Penalty: 925.893921
	Iteration 86Q: 3 clusters Score -1296715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1296713.875000 Penalty: 925.893921
	Iteration 87Q: 3 clusters Score -1296714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1296723.500000 Penalty: 925.893921
	Iteration 88Q: 3 clusters Score -1296724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1296730.750000 Penalty: 925.893921
	Iteration 89Q: 3 clusters Score -1296731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1296731.250000 Penalty: 925.893921
	Iteration 90Q: 3 clusters Score -1296731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1296738.000000 Penalty: 925.893921
	Iteration 91Q: 3 clusters Score -1296738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1296742.875000 Penalty: 925.893921
	Iteration 92Q: 3 clusters Score -1296743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1296740.625000 Penalty: 925.893921
	Iteration 93Q: 3 clusters Score -1296741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1296741.625000 Penalty: 925.893921
	Iteration 94Q: 3 clusters Score -1296742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1296746.750000 Penalty: 925.893921
	Iteration 95Q: 3 clusters Score -1296747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1296753.750000 Penalty: 925.893921
	Iteration 96Q: 3 clusters Score -1296754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1296755.250000 Penalty: 925.893921
	Iteration 97Q: 3 clusters Score -1296755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1296761.250000 Penalty: 925.893921
	Iteration 98Q: 3 clusters Score -1296761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1296759.250000 Penalty: 925.893921
	Iteration 99Q: 3 clusters Score -1296759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1296759.375000 Penalty: 925.893921
	Iteration 100F: 3 clusters Score -1296759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1296758.750000 Penalty: 925.893921
	Iteration 101Q: 3 clusters Score -1296759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1296757.000000 Penalty: 925.893921
	Iteration 102Q: 3 clusters Score -1296757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1296754.875000 Penalty: 925.893921
	Iteration 103Q: 3 clusters Score -1296755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1296755.250000 Penalty: 925.893921
	Iteration 104Q: 3 clusters Score -1296755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1296755.625000 Penalty: 925.893921
	Iteration 105Q: 3 clusters Score -1296756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1296759.750000 Penalty: 925.893921
	Iteration 106Q: 3 clusters Score -1296760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1296757.750000 Penalty: 925.893921
	Iteration 107Q: 3 clusters Score -1296758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1296765.875000 Penalty: 925.893921
	Iteration 108Q: 3 clusters Score -1296766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1296767.000000 Penalty: 925.893921
	Iteration 109Q: 3 clusters Score -1296767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1296769.125000 Penalty: 925.893921
	Iteration 110Q: 3 clusters Score -1296769 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1296770.000000 Penalty: 925.893921
	Iteration 111Q: 3 clusters Score -1296770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1296772.125000 Penalty: 925.893921
	Iteration 112Q: 3 clusters Score -1296772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1296774.750000 Penalty: 925.893921
	Iteration 113Q: 3 clusters Score -1296775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1296780.000000 Penalty: 925.893921
	Iteration 114Q: 3 clusters Score -1296780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1296785.500000 Penalty: 925.893921
	Iteration 115Q: 3 clusters Score -1296786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1296784.250000 Penalty: 925.893921
	Iteration 116Q: 3 clusters Score -1296784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1296792.500000 Penalty: 925.893921
	Iteration 117Q: 3 clusters Score -1296792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1296794.875000 Penalty: 925.893921
	Iteration 118Q: 3 clusters Score -1296795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1296791.125000 Penalty: 925.893921
	Iteration 119Q: 3 clusters Score -1296791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1296791.250000 Penalty: 925.893921
	Iteration 120F: 3 clusters Score -1296791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1296790.250000 Penalty: 925.893921
	Iteration 121Q: 3 clusters Score -1296790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1296791.000000 Penalty: 925.893921
	Iteration 122Q: 3 clusters Score -1296791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1296790.875000 Penalty: 925.893921
	Iteration 123Q: 3 clusters Score -1296791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1296791.875000 Penalty: 925.893921
	Iteration 124Q: 3 clusters Score -1296792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1296794.875000 Penalty: 925.893921
	Iteration 125Q: 3 clusters Score -1296795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1296797.125000 Penalty: 925.893921
	Iteration 126Q: 3 clusters Score -1296797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1296794.875000 Penalty: 925.893921
	Iteration 127Q: 3 clusters Score -1296795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1296797.250000 Penalty: 925.893921
	Iteration 128Q: 3 clusters Score -1296797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1296799.750000 Penalty: 925.893921
	Iteration 129Q: 3 clusters Score -1296800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1296802.625000 Penalty: 925.893921
	Iteration 130Q: 3 clusters Score -1296803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1296801.875000 Penalty: 925.893921
	Iteration 131Q: 3 clusters Score -1296802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1296802.750000 Penalty: 925.893921
	Iteration 132Q: 3 clusters Score -1296803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1296806.875000 Penalty: 925.893921
	Iteration 133Q: 3 clusters Score -1296807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1296806.375000 Penalty: 925.893921
	Iteration 134Q: 3 clusters Score -1296806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1296806.625000 Penalty: 925.893921
	Iteration 135Q: 3 clusters Score -1296807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1296805.125000 Penalty: 925.893921
	Iteration 136Q: 3 clusters Score -1296805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1296807.500000 Penalty: 925.893921
	Iteration 137Q: 3 clusters Score -1296808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1296807.250000 Penalty: 925.893921
	Iteration 138Q: 3 clusters Score -1296807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1296805.750000 Penalty: 925.893921
	Iteration 139Q: 3 clusters Score -1296806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1296807.125000 Penalty: 925.893921
	Iteration 140F: 3 clusters Score -1296807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1296807.000000 Penalty: 925.893921
	Iteration 141Q: 3 clusters Score -1296807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1296806.875000 Penalty: 925.893921
	Iteration 142Q: 3 clusters Score -1296807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1296806.250000 Penalty: 925.893921
	Iteration 143Q: 3 clusters Score -1296806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1296805.875000 Penalty: 925.893921
	Iteration 144Q: 3 clusters Score -1296806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1296805.750000 Penalty: 925.893921
	Iteration 145Q: 3 clusters Score -1296806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1296806.000000 Penalty: 925.893921
	Iteration 146Q: 3 clusters Score -1296806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1296803.375000 Penalty: 925.893921
	Iteration 147Q: 3 clusters Score -1296803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1296805.000000 Penalty: 925.893921
	Iteration 148Q: 3 clusters Score -1296805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1296805.625000 Penalty: 925.893921
	Iteration 149Q: 3 clusters Score -1296806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1296810.000000 Penalty: 925.893921
	Iteration 150Q: 3 clusters Score -1296810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1296809.375000 Penalty: 925.893921
	Iteration 151Q: 3 clusters Score -1296809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1296810.375000 Penalty: 925.893921
	Iteration 152Q: 3 clusters Score -1296810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1296810.250000 Penalty: 925.893921
	Iteration 153Q: 3 clusters Score -1296810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1296808.250000 Penalty: 925.893921
	Iteration 154Q: 3 clusters Score -1296808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1296808.125000 Penalty: 925.893921
	Iteration 155Q: 3 clusters Score -1296808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1296808.500000 Penalty: 925.893921
	Iteration 156Q: 3 clusters Score -1296808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1296809.875000 Penalty: 925.893921
	Iteration 157Q: 3 clusters Score -1296810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1296810.375000 Penalty: 925.893921
	Iteration 158Q: 3 clusters Score -1296810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1296810.375000 Penalty: 925.893921
	Iteration 159Q: 3 clusters Score -1296810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1296812.000000 Penalty: 925.893921
	Iteration 160F: 3 clusters Score -1296812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1296812.625000 Penalty: 925.893921
	Iteration 161Q: 3 clusters Score -1296813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1296812.625000 Penalty: 925.893921
	Iteration 162F: 3 clusters Score -1296813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 137447 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 120213 members 
Mstep: Class 4 contains 21292 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32518 members 
Mstep: Class 9 contains 181841 members 
Mstep: Class 10 contains 36918 members 
Mstep: Class 11 contains 22251 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215030 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 54172 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 93385 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 120818 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 6001 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18826 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 170691 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111195 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86713 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38645 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 545 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95783 members 
Mstep: Class 51 contains 2180 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2518 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 261770 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 56942 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90779176.000000 Penalty: 50770.378906
Splitting cluster 11 changes total score from -90781568.000000 to -90779176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3762.279785 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3762.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3588.168945 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3588.169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3654.699951 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3654.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3666.248291 Penalty: 396.460510
	Iteration 2F: 3 clusters Score -3666.248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3669.673340 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -3669.673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3669.673340 Penalty: 396.460510
	Iteration 4F: 3 clusters Score -3669.673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (215030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215030 members 
Entering Unmasked Estep 
Score: -10125002.000000 Penalty: 558.673279
	Iteration 0F: 2 clusters Score -1.0125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107673 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -9980849.000000 Penalty: 1117.346558
	Iteration 0F: 3 clusters Score -9980849 nChanged 105795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112714 members 
Mstep: Class 2 contains 102316 members 
Entering Unmasked Estep 
Score: -10046067.000000 Penalty: 1117.346558
	Iteration 1F: 3 clusters Score -1.004607e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116438 members 
Mstep: Class 2 contains 98592 members 
Entering Unmasked Estep 
Score: -10049468.000000 Penalty: 1117.346558
	Iteration 2Q: 3 clusters Score -1.004947e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121528 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -10054667.000000 Penalty: 1117.346558
	Iteration 3Q: 3 clusters Score -1.005467e+07 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127503 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -10063076.000000 Penalty: 1117.346558
	Iteration 4F: 3 clusters Score -1.006308e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133686 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -10073988.000000 Penalty: 1117.346558
	Iteration 5F: 3 clusters Score -1.007399e+07 nChanged 13382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138492 members 
Mstep: Class 2 contains 76538 members 
Entering Unmasked Estep 
Score: -10083708.000000 Penalty: 1117.346558
	Iteration 6F: 3 clusters Score -1.008371e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141993 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -10088500.000000 Penalty: 1117.346558
	Iteration 7Q: 3 clusters Score -1.00885e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145034 members 
Mstep: Class 2 contains 69996 members 
Entering Unmasked Estep 
Score: -10090064.000000 Penalty: 1117.346558
	Iteration 8Q: 3 clusters Score -1.009006e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148141 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -10090851.000000 Penalty: 1117.346558
	Iteration 9Q: 3 clusters Score -1.009085e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -10091743.000000 Penalty: 1117.346558
	Iteration 10Q: 3 clusters Score -1.009174e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -10092656.000000 Penalty: 1117.346558
	Iteration 11Q: 3 clusters Score -1.009266e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159046 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -10093873.000000 Penalty: 1117.346558
	Iteration 12Q: 3 clusters Score -1.009387e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163237 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -10095225.000000 Penalty: 1117.346558
	Iteration 13Q: 3 clusters Score -1.009522e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167607 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -10096851.000000 Penalty: 1117.346558
	Iteration 14Q: 3 clusters Score -1.009685e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172186 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -10098596.000000 Penalty: 1117.346558
	Iteration 15Q: 3 clusters Score -1.00986e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176994 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -10100672.000000 Penalty: 1117.346558
	Iteration 16Q: 3 clusters Score -1.010067e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181940 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -10102975.000000 Penalty: 1117.346558
	Iteration 17Q: 3 clusters Score -1.010298e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186958 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -10105543.000000 Penalty: 1117.346558
	Iteration 18Q: 3 clusters Score -1.010554e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191923 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -10108386.000000 Penalty: 1117.346558
	Iteration 19Q: 3 clusters Score -1.010839e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196628 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -10111335.000000 Penalty: 1117.346558
	Iteration 20F: 3 clusters Score -1.011134e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200877 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -10114358.000000 Penalty: 1117.346558
	Iteration 21Q: 3 clusters Score -1.011436e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204524 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -10117279.000000 Penalty: 1117.346558
	Iteration 22Q: 3 clusters Score -1.011728e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207702 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -10119751.000000 Penalty: 1117.346558
	Iteration 23Q: 3 clusters Score -1.011975e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210300 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -10121513.000000 Penalty: 1117.346558
	Iteration 24Q: 3 clusters Score -1.012151e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212316 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -10122918.000000 Penalty: 1117.346558
	Iteration 25Q: 3 clusters Score -1.012292e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213688 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -10123723.000000 Penalty: 1117.346558
	Iteration 26Q: 3 clusters Score -1.012372e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214463 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10124179.000000 Penalty: 1117.346558
	Iteration 27Q: 3 clusters Score -1.012418e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214787 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10124368.000000 Penalty: 1117.346558
	Iteration 28Q: 3 clusters Score -1.012437e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214898 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10124443.000000 Penalty: 1117.346558
	Iteration 29Q: 3 clusters Score -1.012444e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214946 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10124469.000000 Penalty: 1117.346558
	Iteration 30Q: 3 clusters Score -1.012447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214960 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10124479.000000 Penalty: 1117.346558
	Iteration 31Q: 3 clusters Score -1.012448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214965 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10124489.000000 Penalty: 1117.346558
	Iteration 32Q: 3 clusters Score -1.012449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214969 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10124489.000000 Penalty: 1117.346558
	Iteration 33Q: 3 clusters Score -1.012449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214968 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10124496.000000 Penalty: 1117.346558
	Iteration 34Q: 3 clusters Score -1.01245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214968 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10124496.000000 Penalty: 1117.346558
	Iteration 35F: 3 clusters Score -1.01245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -3880.623047 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -3880.623 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 96 members 
Entering Unmasked Estep 
Score: -3629.246826 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -3629.247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -3683.444580 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -3683.445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -3695.513184 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -3695.513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -3699.975586 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -3699.976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -3703.012451 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -3703.012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -3708.476562 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -3708.477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -3708.855225 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -3708.855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -3708.855225 Penalty: 467.357666
	Iteration 7F: 3 clusters Score -3708.855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -65462.140625 Penalty: 326.900604
	Iteration 0F: 2 clusters Score -65462.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -64474.406250 Penalty: 653.801208
	Iteration 0F: 3 clusters Score -64474.41 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -64741.675781 Penalty: 653.801208
	Iteration 1F: 3 clusters Score -64741.68 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -64786.406250 Penalty: 653.801208
	Iteration 2F: 3 clusters Score -64786.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -64823.960938 Penalty: 653.801208
	Iteration 3Q: 3 clusters Score -64823.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -64858.082031 Penalty: 653.801208
	Iteration 4Q: 3 clusters Score -64858.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -64886.250000 Penalty: 653.801208
	Iteration 5Q: 3 clusters Score -64886.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -64907.683594 Penalty: 653.801208
	Iteration 6Q: 3 clusters Score -64907.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -64928.949219 Penalty: 653.801208
	Iteration 7Q: 3 clusters Score -64928.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -64953.953125 Penalty: 653.801208
	Iteration 8Q: 3 clusters Score -64953.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -64979.917969 Penalty: 653.801208
	Iteration 9Q: 3 clusters Score -64979.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -64996.859375 Penalty: 653.801208
	Iteration 10Q: 3 clusters Score -64996.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -65017.347656 Penalty: 653.801208
	Iteration 11Q: 3 clusters Score -65017.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -65040.835938 Penalty: 653.801208
	Iteration 12Q: 3 clusters Score -65040.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -65061.789062 Penalty: 653.801208
	Iteration 13Q: 3 clusters Score -65061.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -65082.101562 Penalty: 653.801208
	Iteration 14Q: 3 clusters Score -65082.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -65102.300781 Penalty: 653.801208
	Iteration 15Q: 3 clusters Score -65102.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -65114.937500 Penalty: 653.801208
	Iteration 16Q: 3 clusters Score -65114.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -65125.636719 Penalty: 653.801208
	Iteration 17Q: 3 clusters Score -65125.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -65138.843750 Penalty: 653.801208
	Iteration 18Q: 3 clusters Score -65138.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -65145.070312 Penalty: 653.801208
	Iteration 19Q: 3 clusters Score -65145.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -65149.367188 Penalty: 653.801208
	Iteration 20F: 3 clusters Score -65149.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -65152.941406 Penalty: 653.801208
	Iteration 21Q: 3 clusters Score -65152.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -65157.191406 Penalty: 653.801208
	Iteration 22Q: 3 clusters Score -65157.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -65159.640625 Penalty: 653.801208
	Iteration 23Q: 3 clusters Score -65159.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -65160.925781 Penalty: 653.801208
	Iteration 24Q: 3 clusters Score -65160.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -65161.132812 Penalty: 653.801208
	Iteration 25Q: 3 clusters Score -65161.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -65161.132812 Penalty: 653.801208
	Iteration 26F: 3 clusters Score -65161.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -45397.750000 Penalty: 314.484497
	Iteration 0F: 2 clusters Score -45397.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -44603.246094 Penalty: 628.968994
	Iteration 0F: 3 clusters Score -44603.25 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -44831.878906 Penalty: 628.968994
	Iteration 1F: 3 clusters Score -44831.88 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -44883.226562 Penalty: 628.968994
	Iteration 2F: 3 clusters Score -44883.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -44917.289062 Penalty: 628.968994
	Iteration 3Q: 3 clusters Score -44917.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -44946.218750 Penalty: 628.968994
	Iteration 4Q: 3 clusters Score -44946.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -44975.031250 Penalty: 628.968994
	Iteration 5Q: 3 clusters Score -44975.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -45000.636719 Penalty: 628.968994
	Iteration 6Q: 3 clusters Score -45000.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -45021.578125 Penalty: 628.968994
	Iteration 7Q: 3 clusters Score -45021.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -45038.082031 Penalty: 628.968994
	Iteration 8Q: 3 clusters Score -45038.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -45045.281250 Penalty: 628.968994
	Iteration 9Q: 3 clusters Score -45045.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -45055.464844 Penalty: 628.968994
	Iteration 10Q: 3 clusters Score -45055.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -45058.878906 Penalty: 628.968994
	Iteration 11Q: 3 clusters Score -45058.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -45067.007812 Penalty: 628.968994
	Iteration 12Q: 3 clusters Score -45067.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -45072.906250 Penalty: 628.968994
	Iteration 13Q: 3 clusters Score -45072.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -45077.906250 Penalty: 628.968994
	Iteration 14Q: 3 clusters Score -45077.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -45082.625000 Penalty: 628.968994
	Iteration 15Q: 3 clusters Score -45082.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -45087.476562 Penalty: 628.968994
	Iteration 16Q: 3 clusters Score -45087.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -45094.980469 Penalty: 628.968994
	Iteration 17Q: 3 clusters Score -45094.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -45098.613281 Penalty: 628.968994
	Iteration 18Q: 3 clusters Score -45098.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -45099.656250 Penalty: 628.968994
	Iteration 19Q: 3 clusters Score -45099.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -45100.593750 Penalty: 628.968994
	Iteration 20F: 3 clusters Score -45100.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -45101.835938 Penalty: 628.968994
	Iteration 21Q: 3 clusters Score -45101.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -45102.910156 Penalty: 628.968994
	Iteration 22Q: 3 clusters Score -45102.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -45104.292969 Penalty: 628.968994
	Iteration 23Q: 3 clusters Score -45104.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -45104.906250 Penalty: 628.968994
	Iteration 24Q: 3 clusters Score -45104.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -45105.367188 Penalty: 628.968994
	Iteration 25Q: 3 clusters Score -45105.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -45105.367188 Penalty: 628.968994
	Iteration 26F: 3 clusters Score -45105.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Entering Unmasked Estep 
Score: -2483285.750000 Penalty: 495.946350
	Iteration 0F: 2 clusters Score -2483286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -2446909.250000 Penalty: 991.892700
	Iteration 0F: 3 clusters Score -2446909 nChanged 26183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -2462705.500000 Penalty: 991.892700
	Iteration 1F: 3 clusters Score -2462706 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -2463806.250000 Penalty: 991.892700
	Iteration 2Q: 3 clusters Score -2463806 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -2465711.250000 Penalty: 991.892700
	Iteration 3F: 3 clusters Score -2465711 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -2469164.750000 Penalty: 991.892700
	Iteration 4F: 3 clusters Score -2469165 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -2473708.000000 Penalty: 991.892700
	Iteration 5F: 3 clusters Score -2473708 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -2477836.500000 Penalty: 991.892700
	Iteration 6F: 3 clusters Score -2477836 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -2480564.750000 Penalty: 991.892700
	Iteration 7Q: 3 clusters Score -2480565 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -2481985.000000 Penalty: 991.892700
	Iteration 8Q: 3 clusters Score -2481985 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -2482514.500000 Penalty: 991.892700
	Iteration 9Q: 3 clusters Score -2482514 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -2482734.000000 Penalty: 991.892700
	Iteration 10Q: 3 clusters Score -2482734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -2482798.500000 Penalty: 991.892700
	Iteration 11Q: 3 clusters Score -2482798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -2482828.750000 Penalty: 991.892700
	Iteration 12Q: 3 clusters Score -2482829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -2482836.000000 Penalty: 991.892700
	Iteration 13Q: 3 clusters Score -2482836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -2482839.750000 Penalty: 991.892700
	Iteration 14Q: 3 clusters Score -2482840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -2482845.750000 Penalty: 991.892700
	Iteration 15Q: 3 clusters Score -2482846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -2482851.000000 Penalty: 991.892700
	Iteration 16Q: 3 clusters Score -2482851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -2482851.000000 Penalty: 991.892700
	Iteration 17F: 3 clusters Score -2482851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -38267.898438 Penalty: 309.761017
	Iteration 0F: 2 clusters Score -38267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -37509.703125 Penalty: 619.522034
	Iteration 0F: 3 clusters Score -37509.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37733.886719 Penalty: 619.522034
	Iteration 1F: 3 clusters Score -37733.89 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37789.503906 Penalty: 619.522034
	Iteration 2F: 3 clusters Score -37789.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37826.441406 Penalty: 619.522034
	Iteration 3F: 3 clusters Score -37826.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37849.468750 Penalty: 619.522034
	Iteration 4Q: 3 clusters Score -37849.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37876.152344 Penalty: 619.522034
	Iteration 5Q: 3 clusters Score -37876.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37908.078125 Penalty: 619.522034
	Iteration 6Q: 3 clusters Score -37908.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37935.410156 Penalty: 619.522034
	Iteration 7Q: 3 clusters Score -37935.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37968.945312 Penalty: 619.522034
	Iteration 8Q: 3 clusters Score -37968.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37994.613281 Penalty: 619.522034
	Iteration 9Q: 3 clusters Score -37994.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38028.597656 Penalty: 619.522034
	Iteration 10Q: 3 clusters Score -38028.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38053.785156 Penalty: 619.522034
	Iteration 11Q: 3 clusters Score -38053.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38067.710938 Penalty: 619.522034
	Iteration 12Q: 3 clusters Score -38067.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38086.453125 Penalty: 619.522034
	Iteration 13Q: 3 clusters Score -38086.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38102.203125 Penalty: 619.522034
	Iteration 14Q: 3 clusters Score -38102.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38114.011719 Penalty: 619.522034
	Iteration 15Q: 3 clusters Score -38114.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38124.402344 Penalty: 619.522034
	Iteration 16Q: 3 clusters Score -38124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38129.972656 Penalty: 619.522034
	Iteration 17Q: 3 clusters Score -38129.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38134.019531 Penalty: 619.522034
	Iteration 18Q: 3 clusters Score -38134.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38137.328125 Penalty: 619.522034
	Iteration 19Q: 3 clusters Score -38137.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38139.847656 Penalty: 619.522034
	Iteration 20F: 3 clusters Score -38139.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38143.859375 Penalty: 619.522034
	Iteration 21Q: 3 clusters Score -38143.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38146.402344 Penalty: 619.522034
	Iteration 22Q: 3 clusters Score -38146.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38147.847656 Penalty: 619.522034
	Iteration 23Q: 3 clusters Score -38147.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38149.214844 Penalty: 619.522034
	Iteration 24Q: 3 clusters Score -38149.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38149.410156 Penalty: 619.522034
	Iteration 25Q: 3 clusters Score -38149.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38149.410156 Penalty: 619.522034
	Iteration 26F: 3 clusters Score -38149.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (93385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93385 members 
Entering Unmasked Estep 
Score: -4493874.500000 Penalty: 520.724121
	Iteration 0F: 2 clusters Score -4493874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -4430828.000000 Penalty: 1041.448242
	Iteration 0F: 3 clusters Score -4430828 nChanged 45474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -4458354.500000 Penalty: 1041.448242
	Iteration 1F: 3 clusters Score -4458354 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -4459323.000000 Penalty: 1041.448242
	Iteration 2Q: 3 clusters Score -4459323 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -4461253.000000 Penalty: 1041.448242
	Iteration 3Q: 3 clusters Score -4461253 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4465202.500000 Penalty: 1041.448242
	Iteration 4F: 3 clusters Score -4465202 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4472284.000000 Penalty: 1041.448242
	Iteration 5F: 3 clusters Score -4472284 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4481322.500000 Penalty: 1041.448242
	Iteration 6F: 3 clusters Score -4481322 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -4488630.500000 Penalty: 1041.448242
	Iteration 7F: 3 clusters Score -4488630 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4492110.000000 Penalty: 1041.448242
	Iteration 8Q: 3 clusters Score -4492110 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4493074.500000 Penalty: 1041.448242
	Iteration 9Q: 3 clusters Score -4493074 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4493308.000000 Penalty: 1041.448242
	Iteration 10Q: 3 clusters Score -4493308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4493372.000000 Penalty: 1041.448242
	Iteration 11Q: 3 clusters Score -4493372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4493391.500000 Penalty: 1041.448242
	Iteration 12Q: 3 clusters Score -4493392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4493403.500000 Penalty: 1041.448242
	Iteration 13Q: 3 clusters Score -4493404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4493407.500000 Penalty: 1041.448242
	Iteration 14Q: 3 clusters Score -4493408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4493407.500000 Penalty: 1041.448242
	Iteration 15F: 3 clusters Score -4493408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -113338.609375 Penalty: 352.041687
	Iteration 0F: 2 clusters Score -113338.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -111676.375000 Penalty: 704.083374
	Iteration 0F: 3 clusters Score -111676.4 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -112276.187500 Penalty: 704.083374
	Iteration 1F: 3 clusters Score -112276.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -112362.445312 Penalty: 704.083374
	Iteration 2F: 3 clusters Score -112362.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -112442.242188 Penalty: 704.083374
	Iteration 3F: 3 clusters Score -112442.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -112529.820312 Penalty: 704.083374
	Iteration 4F: 3 clusters Score -112529.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -112605.539062 Penalty: 704.083374
	Iteration 5Q: 3 clusters Score -112605.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -112683.414062 Penalty: 704.083374
	Iteration 6Q: 3 clusters Score -112683.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -112749.023438 Penalty: 704.083374
	Iteration 7Q: 3 clusters Score -112749 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -112812.367188 Penalty: 704.083374
	Iteration 8Q: 3 clusters Score -112812.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -112848.640625 Penalty: 704.083374
	Iteration 9Q: 3 clusters Score -112848.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -112863.789062 Penalty: 704.083374
	Iteration 10Q: 3 clusters Score -112863.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -112875.859375 Penalty: 704.083374
	Iteration 11Q: 3 clusters Score -112875.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -112887.148438 Penalty: 704.083374
	Iteration 12Q: 3 clusters Score -112887.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -112892.640625 Penalty: 704.083374
	Iteration 13Q: 3 clusters Score -112892.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -112901.234375 Penalty: 704.083374
	Iteration 14Q: 3 clusters Score -112901.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -112906.742188 Penalty: 704.083374
	Iteration 15Q: 3 clusters Score -112906.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -112910.007812 Penalty: 704.083374
	Iteration 16Q: 3 clusters Score -112910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -112910.632812 Penalty: 704.083374
	Iteration 17Q: 3 clusters Score -112910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -112911.625000 Penalty: 704.083374
	Iteration 18Q: 3 clusters Score -112911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -112913.796875 Penalty: 704.083374
	Iteration 19Q: 3 clusters Score -112913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -112915.398438 Penalty: 704.083374
	Iteration 20F: 3 clusters Score -112915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -112917.023438 Penalty: 704.083374
	Iteration 21Q: 3 clusters Score -112917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -112920.476562 Penalty: 704.083374
	Iteration 22Q: 3 clusters Score -112920.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -112926.726562 Penalty: 704.083374
	Iteration 23Q: 3 clusters Score -112926.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -112932.468750 Penalty: 704.083374
	Iteration 24Q: 3 clusters Score -112932.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -112937.515625 Penalty: 704.083374
	Iteration 25Q: 3 clusters Score -112937.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -112948.117188 Penalty: 704.083374
	Iteration 26Q: 3 clusters Score -112948.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -112958.929688 Penalty: 704.083374
	Iteration 27Q: 3 clusters Score -112958.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -112963.843750 Penalty: 704.083374
	Iteration 28Q: 3 clusters Score -112963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -112966.562500 Penalty: 704.083374
	Iteration 29Q: 3 clusters Score -112966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -112971.531250 Penalty: 704.083374
	Iteration 30Q: 3 clusters Score -112971.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -112974.804688 Penalty: 704.083374
	Iteration 31Q: 3 clusters Score -112974.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -112978.882812 Penalty: 704.083374
	Iteration 32Q: 3 clusters Score -112978.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -112981.906250 Penalty: 704.083374
	Iteration 33Q: 3 clusters Score -112981.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -112984.687500 Penalty: 704.083374
	Iteration 34Q: 3 clusters Score -112984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -112988.093750 Penalty: 704.083374
	Iteration 35Q: 3 clusters Score -112988.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -112990.929688 Penalty: 704.083374
	Iteration 36Q: 3 clusters Score -112990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -112993.640625 Penalty: 704.083374
	Iteration 37Q: 3 clusters Score -112993.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -112998.148438 Penalty: 704.083374
	Iteration 38Q: 3 clusters Score -112998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -113000.578125 Penalty: 704.083374
	Iteration 39Q: 3 clusters Score -113000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -113001.929688 Penalty: 704.083374
	Iteration 40F: 3 clusters Score -113001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -113004.164062 Penalty: 704.083374
	Iteration 41Q: 3 clusters Score -113004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -113005.250000 Penalty: 704.083374
	Iteration 42Q: 3 clusters Score -113005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -113005.796875 Penalty: 704.083374
	Iteration 43Q: 3 clusters Score -113005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -113006.609375 Penalty: 704.083374
	Iteration 44Q: 3 clusters Score -113006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -113007.117188 Penalty: 704.083374
	Iteration 45Q: 3 clusters Score -113007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -113007.445312 Penalty: 704.083374
	Iteration 46Q: 3 clusters Score -113007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -113007.882812 Penalty: 704.083374
	Iteration 47Q: 3 clusters Score -113007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -113008.953125 Penalty: 704.083374
	Iteration 48Q: 3 clusters Score -113009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -113009.070312 Penalty: 704.083374
	Iteration 49Q: 3 clusters Score -113009.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -113009.070312 Penalty: 704.083374
	Iteration 50F: 3 clusters Score -113009.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Entering Unmasked Estep 
Score: -267218.093750 Penalty: 393.693176
	Iteration 0F: 2 clusters Score -267218.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -263410.343750 Penalty: 787.386353
	Iteration 0F: 3 clusters Score -263410.3 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -264902.843750 Penalty: 787.386353
	Iteration 1F: 3 clusters Score -264902.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -265139.750000 Penalty: 787.386353
	Iteration 2F: 3 clusters Score -265139.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -265395.281250 Penalty: 787.386353
	Iteration 3F: 3 clusters Score -265395.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -265636.562500 Penalty: 787.386353
	Iteration 4F: 3 clusters Score -265636.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -265847.812500 Penalty: 787.386353
	Iteration 5F: 3 clusters Score -265847.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -265999.687500 Penalty: 787.386353
	Iteration 6Q: 3 clusters Score -265999.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -266089.625000 Penalty: 787.386353
	Iteration 7Q: 3 clusters Score -266089.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -266152.343750 Penalty: 787.386353
	Iteration 8Q: 3 clusters Score -266152.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -266200.468750 Penalty: 787.386353
	Iteration 9Q: 3 clusters Score -266200.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -266253.625000 Penalty: 787.386353
	Iteration 10Q: 3 clusters Score -266253.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -266301.156250 Penalty: 787.386353
	Iteration 11Q: 3 clusters Score -266301.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -266348.062500 Penalty: 787.386353
	Iteration 12Q: 3 clusters Score -266348.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -266396.406250 Penalty: 787.386353
	Iteration 13Q: 3 clusters Score -266396.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -266435.843750 Penalty: 787.386353
	Iteration 14Q: 3 clusters Score -266435.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -266468.218750 Penalty: 787.386353
	Iteration 15Q: 3 clusters Score -266468.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -266493.968750 Penalty: 787.386353
	Iteration 16Q: 3 clusters Score -266494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -266516.781250 Penalty: 787.386353
	Iteration 17Q: 3 clusters Score -266516.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -266542.125000 Penalty: 787.386353
	Iteration 18Q: 3 clusters Score -266542.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -266565.312500 Penalty: 787.386353
	Iteration 19Q: 3 clusters Score -266565.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -266586.687500 Penalty: 787.386353
	Iteration 20F: 3 clusters Score -266586.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -266602.656250 Penalty: 787.386353
	Iteration 21Q: 3 clusters Score -266602.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -266618.031250 Penalty: 787.386353
	Iteration 22Q: 3 clusters Score -266618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -266630.312500 Penalty: 787.386353
	Iteration 23Q: 3 clusters Score -266630.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -266643.218750 Penalty: 787.386353
	Iteration 24Q: 3 clusters Score -266643.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -266657.718750 Penalty: 787.386353
	Iteration 25Q: 3 clusters Score -266657.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -266671.062500 Penalty: 787.386353
	Iteration 26Q: 3 clusters Score -266671.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -266688.531250 Penalty: 787.386353
	Iteration 27Q: 3 clusters Score -266688.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -266699.531250 Penalty: 787.386353
	Iteration 28Q: 3 clusters Score -266699.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -266711.562500 Penalty: 787.386353
	Iteration 29Q: 3 clusters Score -266711.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -266728.906250 Penalty: 787.386353
	Iteration 30Q: 3 clusters Score -266728.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -266739.000000 Penalty: 787.386353
	Iteration 31Q: 3 clusters Score -266739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -266746.531250 Penalty: 787.386353
	Iteration 32Q: 3 clusters Score -266746.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -266751.343750 Penalty: 787.386353
	Iteration 33Q: 3 clusters Score -266751.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -266760.187500 Penalty: 787.386353
	Iteration 34Q: 3 clusters Score -266760.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -266769.968750 Penalty: 787.386353
	Iteration 35Q: 3 clusters Score -266770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -266776.562500 Penalty: 787.386353
	Iteration 36Q: 3 clusters Score -266776.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -266783.062500 Penalty: 787.386353
	Iteration 37Q: 3 clusters Score -266783.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -266788.906250 Penalty: 787.386353
	Iteration 38Q: 3 clusters Score -266788.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -266794.093750 Penalty: 787.386353
	Iteration 39Q: 3 clusters Score -266794.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -266800.031250 Penalty: 787.386353
	Iteration 40F: 3 clusters Score -266800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -266803.062500 Penalty: 787.386353
	Iteration 41Q: 3 clusters Score -266803.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -266805.656250 Penalty: 787.386353
	Iteration 42Q: 3 clusters Score -266805.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -266808.343750 Penalty: 787.386353
	Iteration 43Q: 3 clusters Score -266808.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -266813.750000 Penalty: 787.386353
	Iteration 44Q: 3 clusters Score -266813.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -266821.781250 Penalty: 787.386353
	Iteration 45Q: 3 clusters Score -266821.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -266835.312500 Penalty: 787.386353
	Iteration 46Q: 3 clusters Score -266835.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -266845.343750 Penalty: 787.386353
	Iteration 47Q: 3 clusters Score -266845.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -266853.750000 Penalty: 787.386353
	Iteration 48Q: 3 clusters Score -266853.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -266864.125000 Penalty: 787.386353
	Iteration 49Q: 3 clusters Score -266864.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -266871.187500 Penalty: 787.386353
	Iteration 50Q: 3 clusters Score -266871.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -266877.406250 Penalty: 787.386353
	Iteration 51Q: 3 clusters Score -266877.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -266884.718750 Penalty: 787.386353
	Iteration 52Q: 3 clusters Score -266884.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -266888.031250 Penalty: 787.386353
	Iteration 53Q: 3 clusters Score -266888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -266890.281250 Penalty: 787.386353
	Iteration 54Q: 3 clusters Score -266890.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -266893.718750 Penalty: 787.386353
	Iteration 55Q: 3 clusters Score -266893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -266894.750000 Penalty: 787.386353
	Iteration 56Q: 3 clusters Score -266894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -266894.750000 Penalty: 787.386353
	Iteration 57Q: 3 clusters Score -266894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -266896.343750 Penalty: 787.386353
	Iteration 58Q: 3 clusters Score -266896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -266897.781250 Penalty: 787.386353
	Iteration 59Q: 3 clusters Score -266897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -266897.968750 Penalty: 787.386353
	Iteration 60F: 3 clusters Score -266898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -266898.687500 Penalty: 787.386353
	Iteration 61Q: 3 clusters Score -266898.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -266899.281250 Penalty: 787.386353
	Iteration 62Q: 3 clusters Score -266899.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -266900.843750 Penalty: 787.386353
	Iteration 63Q: 3 clusters Score -266900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -266901.906250 Penalty: 787.386353
	Iteration 64Q: 3 clusters Score -266901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -266902.187500 Penalty: 787.386353
	Iteration 65Q: 3 clusters Score -266902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -266903.187500 Penalty: 787.386353
	Iteration 66Q: 3 clusters Score -266903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -266903.781250 Penalty: 787.386353
	Iteration 67Q: 3 clusters Score -266903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -266903.781250 Penalty: 787.386353
	Iteration 68Q: 3 clusters Score -266903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -266903.843750 Penalty: 787.386353
	Iteration 69Q: 3 clusters Score -266903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -266903.843750 Penalty: 787.386353
	Iteration 70F: 3 clusters Score -266903.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Entering Unmasked Estep 
Score: -617985.312500 Penalty: 429.088623
	Iteration 0F: 2 clusters Score -617985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -609624.500000 Penalty: 858.177246
	Iteration 0F: 3 clusters Score -609624.5 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -613144.500000 Penalty: 858.177246
	Iteration 1F: 3 clusters Score -613144.5 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -613441.562500 Penalty: 858.177246
	Iteration 2F: 3 clusters Score -613441.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -613868.062500 Penalty: 858.177246
	Iteration 3F: 3 clusters Score -613868.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -614512.375000 Penalty: 858.177246
	Iteration 4F: 3 clusters Score -614512.4 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -615442.062500 Penalty: 858.177246
	Iteration 5F: 3 clusters Score -615442.1 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -616371.562500 Penalty: 858.177246
	Iteration 6F: 3 clusters Score -616371.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -617098.375000 Penalty: 858.177246
	Iteration 7F: 3 clusters Score -617098.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -617419.937500 Penalty: 858.177246
	Iteration 8Q: 3 clusters Score -617419.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -617529.562500 Penalty: 858.177246
	Iteration 9Q: 3 clusters Score -617529.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -617578.875000 Penalty: 858.177246
	Iteration 10Q: 3 clusters Score -617578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -617591.625000 Penalty: 858.177246
	Iteration 11Q: 3 clusters Score -617591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -617598.625000 Penalty: 858.177246
	Iteration 12Q: 3 clusters Score -617598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -617599.750000 Penalty: 858.177246
	Iteration 13Q: 3 clusters Score -617599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -617599.750000 Penalty: 858.177246
	Iteration 14F: 3 clusters Score -617599.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7457.192871 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7457.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7202.777344 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -7202.777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7247.936523 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -7247.937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7266.736816 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -7266.737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7270.451172 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -7270.451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7274.532227 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -7274.532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7278.683594 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -7278.684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7283.298340 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -7283.298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7283.298340 Penalty: 448.380096
	Iteration 7F: 3 clusters Score -7283.298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (120818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120818 members 
Entering Unmasked Estep 
Score: -6090264.500000 Penalty: 532.442871
	Iteration 0F: 2 clusters Score -6090264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -6010628.500000 Penalty: 1064.885742
	Iteration 0F: 3 clusters Score -6010628 nChanged 59191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -6045497.500000 Penalty: 1064.885742
	Iteration 1F: 3 clusters Score -6045498 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -6046298.000000 Penalty: 1064.885742
	Iteration 2Q: 3 clusters Score -6046298 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -6047494.500000 Penalty: 1064.885742
	Iteration 3Q: 3 clusters Score -6047494 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -6049328.000000 Penalty: 1064.885742
	Iteration 4Q: 3 clusters Score -6049328 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -6052625.500000 Penalty: 1064.885742
	Iteration 5Q: 3 clusters Score -6052626 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -6057983.000000 Penalty: 1064.885742
	Iteration 6F: 3 clusters Score -6057983 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -6064998.500000 Penalty: 1064.885742
	Iteration 7F: 3 clusters Score -6064998 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -6070294.000000 Penalty: 1064.885742
	Iteration 8F: 3 clusters Score -6070294 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -6072622.000000 Penalty: 1064.885742
	Iteration 9Q: 3 clusters Score -6072622 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -6074049.000000 Penalty: 1064.885742
	Iteration 10Q: 3 clusters Score -6074049 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -6075518.000000 Penalty: 1064.885742
	Iteration 11Q: 3 clusters Score -6075518 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -6077088.000000 Penalty: 1064.885742
	Iteration 12Q: 3 clusters Score -6077088 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -6078909.000000 Penalty: 1064.885742
	Iteration 13Q: 3 clusters Score -6078909 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -6081002.500000 Penalty: 1064.885742
	Iteration 14Q: 3 clusters Score -6081002 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -6083223.000000 Penalty: 1064.885742
	Iteration 15Q: 3 clusters Score -6083223 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
Score: -6085395.000000 Penalty: 1064.885742
	Iteration 16Q: 3 clusters Score -6085395 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -6087243.000000 Penalty: 1064.885742
	Iteration 17Q: 3 clusters Score -6087243 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -6088573.000000 Penalty: 1064.885742
	Iteration 18Q: 3 clusters Score -6088573 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -6089395.500000 Penalty: 1064.885742
	Iteration 19Q: 3 clusters Score -6089396 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -6089990.000000 Penalty: 1064.885742
	Iteration 20F: 3 clusters Score -6089990 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -6090370.500000 Penalty: 1064.885742
	Iteration 21Q: 3 clusters Score -6090370 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -6090566.000000 Penalty: 1064.885742
	Iteration 22Q: 3 clusters Score -6090566 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -6090678.500000 Penalty: 1064.885742
	Iteration 23Q: 3 clusters Score -6090678 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -6090707.500000 Penalty: 1064.885742
	Iteration 24Q: 3 clusters Score -6090708 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
Score: -6090735.000000 Penalty: 1064.885742
	Iteration 25Q: 3 clusters Score -6090735 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -6090781.500000 Penalty: 1064.885742
	Iteration 26Q: 3 clusters Score -6090782 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
Score: -6090739.000000 Penalty: 1064.885742
	Iteration 27Q: 3 clusters Score -6090739 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -6090725.500000 Penalty: 1064.885742
	Iteration 28Q: 3 clusters Score -6090726 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -6090743.500000 Penalty: 1064.885742
	Iteration 29Q: 3 clusters Score -6090744 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -6090702.500000 Penalty: 1064.885742
	Iteration 30Q: 3 clusters Score -6090702 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -6090682.000000 Penalty: 1064.885742
	Iteration 31Q: 3 clusters Score -6090682 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -6090648.500000 Penalty: 1064.885742
	Iteration 32Q: 3 clusters Score -6090648 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -6090642.000000 Penalty: 1064.885742
	Iteration 33Q: 3 clusters Score -6090642 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 89351 members 
Entering Unmasked Estep 
Score: -6090567.500000 Penalty: 1064.885742
	Iteration 34Q: 3 clusters Score -6090568 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -6090548.000000 Penalty: 1064.885742
	Iteration 35Q: 3 clusters Score -6090548 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -6090520.500000 Penalty: 1064.885742
	Iteration 36Q: 3 clusters Score -6090520 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -6090455.500000 Penalty: 1064.885742
	Iteration 37Q: 3 clusters Score -6090456 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -6090423.000000 Penalty: 1064.885742
	Iteration 38Q: 3 clusters Score -6090423 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -6090334.500000 Penalty: 1064.885742
	Iteration 39Q: 3 clusters Score -6090334 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -6090340.500000 Penalty: 1064.885742
	Iteration 40F: 3 clusters Score -6090340 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 96161 members 
Entering Unmasked Estep 
Score: -6090323.500000 Penalty: 1064.885742
	Iteration 41Q: 3 clusters Score -6090324 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -6090294.500000 Penalty: 1064.885742
	Iteration 42Q: 3 clusters Score -6090294 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -6090263.000000 Penalty: 1064.885742
	Iteration 43Q: 3 clusters Score -6090263 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -6090297.500000 Penalty: 1064.885742
	Iteration 44Q: 3 clusters Score -6090298 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 99589 members 
Entering Unmasked Estep 
Score: -6090203.500000 Penalty: 1064.885742
	Iteration 45Q: 3 clusters Score -6090204 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 100383 members 
Entering Unmasked Estep 
Score: -6090137.500000 Penalty: 1064.885742
	Iteration 46Q: 3 clusters Score -6090138 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -6090083.000000 Penalty: 1064.885742
	Iteration 47Q: 3 clusters Score -6090083 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -6090086.500000 Penalty: 1064.885742
	Iteration 48Q: 3 clusters Score -6090086 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 102778 members 
Entering Unmasked Estep 
Score: -6090055.000000 Penalty: 1064.885742
	Iteration 49Q: 3 clusters Score -6090055 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 103600 members 
Entering Unmasked Estep 
Score: -6090058.000000 Penalty: 1064.885742
	Iteration 50Q: 3 clusters Score -6090058 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 104391 members 
Entering Unmasked Estep 
Score: -6090038.500000 Penalty: 1064.885742
	Iteration 51Q: 3 clusters Score -6090038 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 105223 members 
Entering Unmasked Estep 
Score: -6090041.000000 Penalty: 1064.885742
	Iteration 52Q: 3 clusters Score -6090041 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 106009 members 
Entering Unmasked Estep 
Score: -6089994.500000 Penalty: 1064.885742
	Iteration 53Q: 3 clusters Score -6089994 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -6089959.000000 Penalty: 1064.885742
	Iteration 54Q: 3 clusters Score -6089959 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 107445 members 
Entering Unmasked Estep 
Score: -6089976.000000 Penalty: 1064.885742
	Iteration 55Q: 3 clusters Score -6089976 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 108155 members 
Entering Unmasked Estep 
Score: -6089931.500000 Penalty: 1064.885742
	Iteration 56Q: 3 clusters Score -6089932 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 108660 members 
Entering Unmasked Estep 
Score: -6089936.000000 Penalty: 1064.885742
	Iteration 57Q: 3 clusters Score -6089936 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 109178 members 
Entering Unmasked Estep 
Score: -6089879.000000 Penalty: 1064.885742
	Iteration 58Q: 3 clusters Score -6089879 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 109647 members 
Entering Unmasked Estep 
Score: -6089865.500000 Penalty: 1064.885742
	Iteration 59Q: 3 clusters Score -6089866 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -6089855.500000 Penalty: 1064.885742
	Iteration 60F: 3 clusters Score -6089856 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 110457 members 
Entering Unmasked Estep 
Score: -6089807.000000 Penalty: 1064.885742
	Iteration 61Q: 3 clusters Score -6089807 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 110910 members 
Entering Unmasked Estep 
Score: -6089744.500000 Penalty: 1064.885742
	Iteration 62Q: 3 clusters Score -6089744 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -6089747.000000 Penalty: 1064.885742
	Iteration 63Q: 3 clusters Score -6089747 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 111851 members 
Entering Unmasked Estep 
Score: -6089718.000000 Penalty: 1064.885742
	Iteration 64Q: 3 clusters Score -6089718 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 112289 members 
Entering Unmasked Estep 
Score: -6089647.500000 Penalty: 1064.885742
	Iteration 65Q: 3 clusters Score -6089648 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -6089619.000000 Penalty: 1064.885742
	Iteration 66Q: 3 clusters Score -6089619 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 113272 members 
Entering Unmasked Estep 
Score: -6089598.500000 Penalty: 1064.885742
	Iteration 67Q: 3 clusters Score -6089598 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 113846 members 
Entering Unmasked Estep 
Score: -6089540.000000 Penalty: 1064.885742
	Iteration 68Q: 3 clusters Score -6089540 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 114345 members 
Entering Unmasked Estep 
Score: -6089493.000000 Penalty: 1064.885742
	Iteration 69Q: 3 clusters Score -6089493 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 114776 members 
Entering Unmasked Estep 
Score: -6089477.000000 Penalty: 1064.885742
	Iteration 70Q: 3 clusters Score -6089477 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 115298 members 
Entering Unmasked Estep 
Score: -6089445.500000 Penalty: 1064.885742
	Iteration 71Q: 3 clusters Score -6089446 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 115830 members 
Entering Unmasked Estep 
Score: -6089397.500000 Penalty: 1064.885742
	Iteration 72Q: 3 clusters Score -6089398 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 116262 members 
Entering Unmasked Estep 
Score: -6089471.000000 Penalty: 1064.885742
	Iteration 73Q: 3 clusters Score -6089471 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 116786 members 
Entering Unmasked Estep 
Score: -6089465.500000 Penalty: 1064.885742
	Iteration 74Q: 3 clusters Score -6089466 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 117224 members 
Entering Unmasked Estep 
Score: -6089501.000000 Penalty: 1064.885742
	Iteration 75Q: 3 clusters Score -6089501 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 117680 members 
Entering Unmasked Estep 
Score: -6089481.500000 Penalty: 1064.885742
	Iteration 76Q: 3 clusters Score -6089482 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 118036 members 
Entering Unmasked Estep 
Score: -6089536.500000 Penalty: 1064.885742
	Iteration 77Q: 3 clusters Score -6089536 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 118341 members 
Entering Unmasked Estep 
Score: -6089571.000000 Penalty: 1064.885742
	Iteration 78Q: 3 clusters Score -6089571 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 118650 members 
Entering Unmasked Estep 
Score: -6089684.000000 Penalty: 1064.885742
	Iteration 79Q: 3 clusters Score -6089684 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 119059 members 
Entering Unmasked Estep 
Score: -6089626.500000 Penalty: 1064.885742
	Iteration 80F: 3 clusters Score -6089626 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 119259 members 
Entering Unmasked Estep 
Score: -6089663.000000 Penalty: 1064.885742
	Iteration 81Q: 3 clusters Score -6089663 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 119463 members 
Entering Unmasked Estep 
Score: -6089735.000000 Penalty: 1064.885742
	Iteration 82Q: 3 clusters Score -6089735 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 119663 members 
Entering Unmasked Estep 
Score: -6089765.000000 Penalty: 1064.885742
	Iteration 83Q: 3 clusters Score -6089765 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 119852 members 
Entering Unmasked Estep 
Score: -6089763.500000 Penalty: 1064.885742
	Iteration 84Q: 3 clusters Score -6089764 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -6089813.000000 Penalty: 1064.885742
	Iteration 85Q: 3 clusters Score -6089813 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 120114 members 
Entering Unmasked Estep 
Score: -6089841.000000 Penalty: 1064.885742
	Iteration 86Q: 3 clusters Score -6089841 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 120248 members 
Entering Unmasked Estep 
Score: -6089865.500000 Penalty: 1064.885742
	Iteration 87Q: 3 clusters Score -6089866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -6089882.500000 Penalty: 1064.885742
	Iteration 88Q: 3 clusters Score -6089882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 120396 members 
Entering Unmasked Estep 
Score: -6089879.000000 Penalty: 1064.885742
	Iteration 89Q: 3 clusters Score -6089879 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 120464 members 
Entering Unmasked Estep 
Score: -6089892.500000 Penalty: 1064.885742
	Iteration 90Q: 3 clusters Score -6089892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 120501 members 
Entering Unmasked Estep 
Score: -6089891.000000 Penalty: 1064.885742
	Iteration 91Q: 3 clusters Score -6089891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -6089881.500000 Penalty: 1064.885742
	Iteration 92Q: 3 clusters Score -6089882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 120568 members 
Entering Unmasked Estep 
Score: -6089889.000000 Penalty: 1064.885742
	Iteration 93Q: 3 clusters Score -6089889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 120562 members 
Entering Unmasked Estep 
Score: -6089897.000000 Penalty: 1064.885742
	Iteration 94Q: 3 clusters Score -6089897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 120567 members 
Entering Unmasked Estep 
Score: -6089900.500000 Penalty: 1064.885742
	Iteration 95Q: 3 clusters Score -6089900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -6089907.500000 Penalty: 1064.885742
	Iteration 96Q: 3 clusters Score -6089908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -6089910.500000 Penalty: 1064.885742
	Iteration 97Q: 3 clusters Score -6089910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 120587 members 
Entering Unmasked Estep 
Score: -6089904.000000 Penalty: 1064.885742
	Iteration 98Q: 3 clusters Score -6089904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -6089907.500000 Penalty: 1064.885742
	Iteration 99Q: 3 clusters Score -6089908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 120621 members 
Entering Unmasked Estep 
Score: -6089884.000000 Penalty: 1064.885742
	Iteration 100F: 3 clusters Score -6089884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 120610 members 
Entering Unmasked Estep 
Score: -6089906.500000 Penalty: 1064.885742
	Iteration 101Q: 3 clusters Score -6089906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 120619 members 
Entering Unmasked Estep 
Score: -6089909.500000 Penalty: 1064.885742
	Iteration 102Q: 3 clusters Score -6089910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 120622 members 
Entering Unmasked Estep 
Score: -6089916.500000 Penalty: 1064.885742
	Iteration 103Q: 3 clusters Score -6089916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 120643 members 
Entering Unmasked Estep 
Score: -6089909.500000 Penalty: 1064.885742
	Iteration 104Q: 3 clusters Score -6089910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 120640 members 
Entering Unmasked Estep 
Score: -6089900.500000 Penalty: 1064.885742
	Iteration 105Q: 3 clusters Score -6089900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 120632 members 
Entering Unmasked Estep 
Score: -6089919.500000 Penalty: 1064.885742
	Iteration 106Q: 3 clusters Score -6089920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 120638 members 
Entering Unmasked Estep 
Score: -6089907.500000 Penalty: 1064.885742
	Iteration 107Q: 3 clusters Score -6089908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 120655 members 
Entering Unmasked Estep 
Score: -6089880.500000 Penalty: 1064.885742
	Iteration 108Q: 3 clusters Score -6089880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120683 members 
Entering Unmasked Estep 
Score: -6089828.000000 Penalty: 1064.885742
	Iteration 109Q: 3 clusters Score -6089828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 120736 members 
Entering Unmasked Estep 
Score: -6089855.500000 Penalty: 1064.885742
	Iteration 110Q: 3 clusters Score -6089856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 120715 members 
Entering Unmasked Estep 
Score: -6089847.500000 Penalty: 1064.885742
	Iteration 111Q: 3 clusters Score -6089848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 120708 members 
Entering Unmasked Estep 
Score: -6089880.000000 Penalty: 1064.885742
	Iteration 112Q: 3 clusters Score -6089880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120711 members 
Entering Unmasked Estep 
Score: -6089874.000000 Penalty: 1064.885742
	Iteration 113Q: 3 clusters Score -6089874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 120713 members 
Entering Unmasked Estep 
Score: -6089798.500000 Penalty: 1064.885742
	Iteration 114Q: 3 clusters Score -6089798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 120770 members 
Entering Unmasked Estep 
Score: -6089820.000000 Penalty: 1064.885742
	Iteration 115Q: 3 clusters Score -6089820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 120747 members 
Entering Unmasked Estep 
Score: -6089883.500000 Penalty: 1064.885742
	Iteration 116Q: 3 clusters Score -6089884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 120745 members 
Entering Unmasked Estep 
Score: -6089887.500000 Penalty: 1064.885742
	Iteration 117Q: 3 clusters Score -6089888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 120747 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -6089884.000000 Penalty: 1064.885742
	Iteration 118Q: 3 clusters Score -6089884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 120747 members 
Entering Unmasked Estep 
Score: -6090250.500000 Penalty: 532.442871
	Iteration 119F: 2 clusters Score -6090250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 120818 members 
Entering Unmasked Estep 
Score: -6090264.500000 Penalty: 532.442871
	Iteration 120F: 2 clusters Score -6090264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -12869.886719 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -12869.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12527.357422 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -12527.36 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12706.571289 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -12706.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12741.941406 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -12741.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12762.523438 Penalty: 533.848572
	Iteration 3Q: 3 clusters Score -12762.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12772.770508 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -12772.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12775.772461 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -12775.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12776.516602 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -12776.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12778.322266 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -12778.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12780.013672 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -12780.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12781.555664 Penalty: 533.848572
	Iteration 9Q: 3 clusters Score -12781.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12781.555664 Penalty: 533.848572
	Iteration 10F: 3 clusters Score -12781.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -50162.230469 Penalty: 315.912079
	Iteration 0F: 2 clusters Score -50162.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -49327.238281 Penalty: 631.824158
	Iteration 0F: 3 clusters Score -49327.24 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -49553.582031 Penalty: 631.824158
	Iteration 1F: 3 clusters Score -49553.58 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -49592.273438 Penalty: 631.824158
	Iteration 2F: 3 clusters Score -49592.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -49616.003906 Penalty: 631.824158
	Iteration 3F: 3 clusters Score -49616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49631.761719 Penalty: 631.824158
	Iteration 4Q: 3 clusters Score -49631.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -49644.175781 Penalty: 631.824158
	Iteration 5Q: 3 clusters Score -49644.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -49659.992188 Penalty: 631.824158
	Iteration 6Q: 3 clusters Score -49659.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -49674.910156 Penalty: 631.824158
	Iteration 7Q: 3 clusters Score -49674.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49691.945312 Penalty: 631.824158
	Iteration 8Q: 3 clusters Score -49691.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49708.476562 Penalty: 631.824158
	Iteration 9Q: 3 clusters Score -49708.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49726.339844 Penalty: 631.824158
	Iteration 10Q: 3 clusters Score -49726.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49743.117188 Penalty: 631.824158
	Iteration 11Q: 3 clusters Score -49743.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49765.375000 Penalty: 631.824158
	Iteration 12Q: 3 clusters Score -49765.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49794.023438 Penalty: 631.824158
	Iteration 13Q: 3 clusters Score -49794.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49816.199219 Penalty: 631.824158
	Iteration 14Q: 3 clusters Score -49816.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49828.230469 Penalty: 631.824158
	Iteration 15Q: 3 clusters Score -49828.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49839.585938 Penalty: 631.824158
	Iteration 16Q: 3 clusters Score -49839.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49846.242188 Penalty: 631.824158
	Iteration 17Q: 3 clusters Score -49846.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49851.035156 Penalty: 631.824158
	Iteration 18Q: 3 clusters Score -49851.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49858.226562 Penalty: 631.824158
	Iteration 19Q: 3 clusters Score -49858.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49861.746094 Penalty: 631.824158
	Iteration 20F: 3 clusters Score -49861.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49863.339844 Penalty: 631.824158
	Iteration 21Q: 3 clusters Score -49863.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49865.445312 Penalty: 631.824158
	Iteration 22Q: 3 clusters Score -49865.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49867.648438 Penalty: 631.824158
	Iteration 23Q: 3 clusters Score -49867.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49868.957031 Penalty: 631.824158
	Iteration 24Q: 3 clusters Score -49868.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49870.289062 Penalty: 631.824158
	Iteration 25Q: 3 clusters Score -49870.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49870.394531 Penalty: 631.824158
	Iteration 26Q: 3 clusters Score -49870.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49870.394531 Penalty: 631.824158
	Iteration 27F: 3 clusters Score -49870.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -178639.453125 Penalty: 376.668488
	Iteration 0F: 2 clusters Score -178639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -175967.546875 Penalty: 753.336975
	Iteration 0F: 3 clusters Score -175967.5 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -177004.078125 Penalty: 753.336975
	Iteration 1F: 3 clusters Score -177004.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -177260.265625 Penalty: 753.336975
	Iteration 2F: 3 clusters Score -177260.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -177518.187500 Penalty: 753.336975
	Iteration 3F: 3 clusters Score -177518.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -177721.562500 Penalty: 753.336975
	Iteration 4F: 3 clusters Score -177721.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -177825.062500 Penalty: 753.336975
	Iteration 5Q: 3 clusters Score -177825.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -177868.468750 Penalty: 753.336975
	Iteration 6Q: 3 clusters Score -177868.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -177898.484375 Penalty: 753.336975
	Iteration 7Q: 3 clusters Score -177898.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -177917.531250 Penalty: 753.336975
	Iteration 8Q: 3 clusters Score -177917.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -177939.468750 Penalty: 753.336975
	Iteration 9Q: 3 clusters Score -177939.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -177963.250000 Penalty: 753.336975
	Iteration 10Q: 3 clusters Score -177963.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -177993.796875 Penalty: 753.336975
	Iteration 11Q: 3 clusters Score -177993.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -178022.171875 Penalty: 753.336975
	Iteration 12Q: 3 clusters Score -178022.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178040.359375 Penalty: 753.336975
	Iteration 13Q: 3 clusters Score -178040.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178055.328125 Penalty: 753.336975
	Iteration 14Q: 3 clusters Score -178055.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178068.890625 Penalty: 753.336975
	Iteration 15Q: 3 clusters Score -178068.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178081.421875 Penalty: 753.336975
	Iteration 16Q: 3 clusters Score -178081.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -178097.046875 Penalty: 753.336975
	Iteration 17Q: 3 clusters Score -178097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -178112.843750 Penalty: 753.336975
	Iteration 18Q: 3 clusters Score -178112.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -178129.406250 Penalty: 753.336975
	Iteration 19Q: 3 clusters Score -178129.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -178146.750000 Penalty: 753.336975
	Iteration 20F: 3 clusters Score -178146.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -178159.140625 Penalty: 753.336975
	Iteration 21Q: 3 clusters Score -178159.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -178176.093750 Penalty: 753.336975
	Iteration 22Q: 3 clusters Score -178176.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -178194.500000 Penalty: 753.336975
	Iteration 23Q: 3 clusters Score -178194.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -178211.734375 Penalty: 753.336975
	Iteration 24Q: 3 clusters Score -178211.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -178228.031250 Penalty: 753.336975
	Iteration 25Q: 3 clusters Score -178228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -178239.437500 Penalty: 753.336975
	Iteration 26Q: 3 clusters Score -178239.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -178251.671875 Penalty: 753.336975
	Iteration 27Q: 3 clusters Score -178251.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -178267.406250 Penalty: 753.336975
	Iteration 28Q: 3 clusters Score -178267.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -178281.156250 Penalty: 753.336975
	Iteration 29Q: 3 clusters Score -178281.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -178289.000000 Penalty: 753.336975
	Iteration 30Q: 3 clusters Score -178289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -178295.484375 Penalty: 753.336975
	Iteration 31Q: 3 clusters Score -178295.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -178300.625000 Penalty: 753.336975
	Iteration 32Q: 3 clusters Score -178300.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -178306.265625 Penalty: 753.336975
	Iteration 33Q: 3 clusters Score -178306.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -178309.328125 Penalty: 753.336975
	Iteration 34Q: 3 clusters Score -178309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -178311.515625 Penalty: 753.336975
	Iteration 35Q: 3 clusters Score -178311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -178311.968750 Penalty: 753.336975
	Iteration 36Q: 3 clusters Score -178312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -178313.078125 Penalty: 753.336975
	Iteration 37Q: 3 clusters Score -178313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -178314.265625 Penalty: 753.336975
	Iteration 38Q: 3 clusters Score -178314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -178314.875000 Penalty: 753.336975
	Iteration 39Q: 3 clusters Score -178314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -178315.812500 Penalty: 753.336975
	Iteration 40F: 3 clusters Score -178315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -178317.437500 Penalty: 753.336975
	Iteration 41Q: 3 clusters Score -178317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -178318.156250 Penalty: 753.336975
	Iteration 42Q: 3 clusters Score -178318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -178318.859375 Penalty: 753.336975
	Iteration 43Q: 3 clusters Score -178318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -178319.437500 Penalty: 753.336975
	Iteration 44Q: 3 clusters Score -178319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -178319.687500 Penalty: 753.336975
	Iteration 45Q: 3 clusters Score -178319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -178319.687500 Penalty: 753.336975
	Iteration 46F: 3 clusters Score -178319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -120326.953125 Penalty: 356.356628
	Iteration 0F: 2 clusters Score -120327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -118541.820312 Penalty: 712.713257
	Iteration 0F: 3 clusters Score -118541.8 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -119181.250000 Penalty: 712.713257
	Iteration 1F: 3 clusters Score -119181.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -119314.468750 Penalty: 712.713257
	Iteration 2F: 3 clusters Score -119314.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -119431.531250 Penalty: 712.713257
	Iteration 3F: 3 clusters Score -119431.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -119522.835938 Penalty: 712.713257
	Iteration 4F: 3 clusters Score -119522.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -119606.812500 Penalty: 712.713257
	Iteration 5Q: 3 clusters Score -119606.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -119677.804688 Penalty: 712.713257
	Iteration 6Q: 3 clusters Score -119677.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -119740.835938 Penalty: 712.713257
	Iteration 7Q: 3 clusters Score -119740.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -119789.101562 Penalty: 712.713257
	Iteration 8Q: 3 clusters Score -119789.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -119812.429688 Penalty: 712.713257
	Iteration 9Q: 3 clusters Score -119812.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -119829.632812 Penalty: 712.713257
	Iteration 10Q: 3 clusters Score -119829.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -119843.375000 Penalty: 712.713257
	Iteration 11Q: 3 clusters Score -119843.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -119855.007812 Penalty: 712.713257
	Iteration 12Q: 3 clusters Score -119855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -119870.460938 Penalty: 712.713257
	Iteration 13Q: 3 clusters Score -119870.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -119884.820312 Penalty: 712.713257
	Iteration 14Q: 3 clusters Score -119884.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -119900.242188 Penalty: 712.713257
	Iteration 15Q: 3 clusters Score -119900.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -119909.304688 Penalty: 712.713257
	Iteration 16Q: 3 clusters Score -119909.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -119914.593750 Penalty: 712.713257
	Iteration 17Q: 3 clusters Score -119914.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -119918.375000 Penalty: 712.713257
	Iteration 18Q: 3 clusters Score -119918.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -119921.617188 Penalty: 712.713257
	Iteration 19Q: 3 clusters Score -119921.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -119927.281250 Penalty: 712.713257
	Iteration 20F: 3 clusters Score -119927.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -119942.390625 Penalty: 712.713257
	Iteration 21Q: 3 clusters Score -119942.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -119953.281250 Penalty: 712.713257
	Iteration 22Q: 3 clusters Score -119953.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -119959.281250 Penalty: 712.713257
	Iteration 23Q: 3 clusters Score -119959.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -119963.093750 Penalty: 712.713257
	Iteration 24Q: 3 clusters Score -119963.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -119968.476562 Penalty: 712.713257
	Iteration 25Q: 3 clusters Score -119968.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -119973.046875 Penalty: 712.713257
	Iteration 26Q: 3 clusters Score -119973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -119979.289062 Penalty: 712.713257
	Iteration 27Q: 3 clusters Score -119979.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -119988.781250 Penalty: 712.713257
	Iteration 28Q: 3 clusters Score -119988.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -119997.617188 Penalty: 712.713257
	Iteration 29Q: 3 clusters Score -119997.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -120002.265625 Penalty: 712.713257
	Iteration 30Q: 3 clusters Score -120002.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -120005.570312 Penalty: 712.713257
	Iteration 31Q: 3 clusters Score -120005.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -120008.554688 Penalty: 712.713257
	Iteration 32Q: 3 clusters Score -120008.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -120010.625000 Penalty: 712.713257
	Iteration 33Q: 3 clusters Score -120010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -120012.171875 Penalty: 712.713257
	Iteration 34Q: 3 clusters Score -120012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -120014.882812 Penalty: 712.713257
	Iteration 35Q: 3 clusters Score -120014.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -120018.281250 Penalty: 712.713257
	Iteration 36Q: 3 clusters Score -120018.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -120022.281250 Penalty: 712.713257
	Iteration 37Q: 3 clusters Score -120022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -120023.539062 Penalty: 712.713257
	Iteration 38Q: 3 clusters Score -120023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -120025.078125 Penalty: 712.713257
	Iteration 39Q: 3 clusters Score -120025.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -120027.023438 Penalty: 712.713257
	Iteration 40F: 3 clusters Score -120027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -120028.742188 Penalty: 712.713257
	Iteration 41Q: 3 clusters Score -120028.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -120033.781250 Penalty: 712.713257
	Iteration 42Q: 3 clusters Score -120033.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -120041.625000 Penalty: 712.713257
	Iteration 43Q: 3 clusters Score -120041.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -120045.484375 Penalty: 712.713257
	Iteration 44Q: 3 clusters Score -120045.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -120046.945312 Penalty: 712.713257
	Iteration 45Q: 3 clusters Score -120046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -120048.492188 Penalty: 712.713257
	Iteration 46Q: 3 clusters Score -120048.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -120049.117188 Penalty: 712.713257
	Iteration 47Q: 3 clusters Score -120049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -120049.640625 Penalty: 712.713257
	Iteration 48Q: 3 clusters Score -120049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -120049.640625 Penalty: 712.713257
	Iteration 49F: 3 clusters Score -120049.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Entering Unmasked Estep 
Score: -282613.718750 Penalty: 395.835510
	Iteration 0F: 2 clusters Score -282613.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -278631.812500 Penalty: 791.671021
	Iteration 0F: 3 clusters Score -278631.8 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -280276.906250 Penalty: 791.671021
	Iteration 1F: 3 clusters Score -280276.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -280571.218750 Penalty: 791.671021
	Iteration 2F: 3 clusters Score -280571.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -280948.281250 Penalty: 791.671021
	Iteration 3F: 3 clusters Score -280948.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -281321.906250 Penalty: 791.671021
	Iteration 4F: 3 clusters Score -281321.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -281617.312500 Penalty: 791.671021
	Iteration 5F: 3 clusters Score -281617.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -281825.437500 Penalty: 791.671021
	Iteration 6Q: 3 clusters Score -281825.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -281929.750000 Penalty: 791.671021
	Iteration 7Q: 3 clusters Score -281929.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -281988.062500 Penalty: 791.671021
	Iteration 8Q: 3 clusters Score -281988.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -282030.531250 Penalty: 791.671021
	Iteration 9Q: 3 clusters Score -282030.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -282073.937500 Penalty: 791.671021
	Iteration 10Q: 3 clusters Score -282073.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -282110.875000 Penalty: 791.671021
	Iteration 11Q: 3 clusters Score -282110.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -282132.125000 Penalty: 791.671021
	Iteration 12Q: 3 clusters Score -282132.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -282146.375000 Penalty: 791.671021
	Iteration 13Q: 3 clusters Score -282146.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -282154.781250 Penalty: 791.671021
	Iteration 14Q: 3 clusters Score -282154.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -282160.625000 Penalty: 791.671021
	Iteration 15Q: 3 clusters Score -282160.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -282171.718750 Penalty: 791.671021
	Iteration 16Q: 3 clusters Score -282171.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -282187.218750 Penalty: 791.671021
	Iteration 17Q: 3 clusters Score -282187.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -282204.250000 Penalty: 791.671021
	Iteration 18Q: 3 clusters Score -282204.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -282226.875000 Penalty: 791.671021
	Iteration 19Q: 3 clusters Score -282226.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -282249.718750 Penalty: 791.671021
	Iteration 20F: 3 clusters Score -282249.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -282268.093750 Penalty: 791.671021
	Iteration 21Q: 3 clusters Score -282268.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -282284.000000 Penalty: 791.671021
	Iteration 22Q: 3 clusters Score -282284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -282296.875000 Penalty: 791.671021
	Iteration 23Q: 3 clusters Score -282296.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -282306.750000 Penalty: 791.671021
	Iteration 24Q: 3 clusters Score -282306.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -282314.812500 Penalty: 791.671021
	Iteration 25Q: 3 clusters Score -282314.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -282322.312500 Penalty: 791.671021
	Iteration 26Q: 3 clusters Score -282322.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -282326.500000 Penalty: 791.671021
	Iteration 27Q: 3 clusters Score -282326.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -282329.343750 Penalty: 791.671021
	Iteration 28Q: 3 clusters Score -282329.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -282330.625000 Penalty: 791.671021
	Iteration 29Q: 3 clusters Score -282330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -282330.500000 Penalty: 791.671021
	Iteration 30Q: 3 clusters Score -282330.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -282330.500000 Penalty: 791.671021
	Iteration 31F: 3 clusters Score -282330.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -16762.085938 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -16762.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16368.185547 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -16368.19 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16513.701172 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -16513.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16562.976562 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -16562.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16599.669922 Penalty: 539.592651
	Iteration 3F: 3 clusters Score -16599.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16616.416016 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -16616.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16625.912109 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -16625.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16629.818359 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -16629.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16630.656250 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -16630.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16630.656250 Penalty: 539.592651
	Iteration 8F: 3 clusters Score -16630.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -7181.626465 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -7181.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6926.577637 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -6926.578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7041.385742 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -7041.386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7076.850586 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -7076.851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7116.660645 Penalty: 455.359100
	Iteration 3F: 3 clusters Score -7116.661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7127.623535 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -7127.624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7135.134277 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -7135.134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7140.566406 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -7140.566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7140.566406 Penalty: 455.359100
	Iteration 7F: 3 clusters Score -7140.566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -61101.851562 Penalty: 322.976105
	Iteration 0F: 2 clusters Score -61101.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -60206.519531 Penalty: 645.952209
	Iteration 0F: 3 clusters Score -60206.52 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -60529.281250 Penalty: 645.952209
	Iteration 1F: 3 clusters Score -60529.28 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -60641.753906 Penalty: 645.952209
	Iteration 2F: 3 clusters Score -60641.75 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -60749.226562 Penalty: 645.952209
	Iteration 3F: 3 clusters Score -60749.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -60833.335938 Penalty: 645.952209
	Iteration 4F: 3 clusters Score -60833.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -60888.187500 Penalty: 645.952209
	Iteration 5Q: 3 clusters Score -60888.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60938.878906 Penalty: 645.952209
	Iteration 6Q: 3 clusters Score -60938.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60981.261719 Penalty: 645.952209
	Iteration 7Q: 3 clusters Score -60981.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -61026.207031 Penalty: 645.952209
	Iteration 8Q: 3 clusters Score -61026.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -61064.210938 Penalty: 645.952209
	Iteration 9Q: 3 clusters Score -61064.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -61081.000000 Penalty: 645.952209
	Iteration 10Q: 3 clusters Score -61081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -61091.101562 Penalty: 645.952209
	Iteration 11Q: 3 clusters Score -61091.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -61109.792969 Penalty: 645.952209
	Iteration 12Q: 3 clusters Score -61109.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -61127.832031 Penalty: 645.952209
	Iteration 13Q: 3 clusters Score -61127.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61143.203125 Penalty: 645.952209
	Iteration 14Q: 3 clusters Score -61143.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61154.753906 Penalty: 645.952209
	Iteration 15Q: 3 clusters Score -61154.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61163.300781 Penalty: 645.952209
	Iteration 16Q: 3 clusters Score -61163.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -61167.175781 Penalty: 645.952209
	Iteration 17Q: 3 clusters Score -61167.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -61169.792969 Penalty: 645.952209
	Iteration 18Q: 3 clusters Score -61169.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -61171.417969 Penalty: 645.952209
	Iteration 19Q: 3 clusters Score -61171.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61171.953125 Penalty: 645.952209
	Iteration 20F: 3 clusters Score -61171.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61172.398438 Penalty: 645.952209
	Iteration 21Q: 3 clusters Score -61172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61173.566406 Penalty: 645.952209
	Iteration 22Q: 3 clusters Score -61173.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61173.773438 Penalty: 645.952209
	Iteration 23Q: 3 clusters Score -61173.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61173.773438 Penalty: 645.952209
	Iteration 24F: 3 clusters Score -61173.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 137447 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 120213 members 
Mstep: Class 4 contains 21292 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32518 members 
Mstep: Class 9 contains 181841 members 
Mstep: Class 10 contains 36918 members 
Mstep: Class 11 contains 26230 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215030 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 54172 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 93385 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 120818 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 6001 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 651 members 
Mstep: Class 34 contains 18826 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 170691 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111195 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86713 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38645 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 545 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95783 members 
Mstep: Class 51 contains 2180 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2518 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 261770 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 56942 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90779272.000000 Penalty: 50770.378906
Splitting cluster 33 changes total score from -90781568.000000 to -90779272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (18826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Entering Unmasked Estep 
Score: -888721.937500 Penalty: 447.856201
	Iteration 0F: 2 clusters Score -888721.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -876264.875000 Penalty: 895.712402
	Iteration 0F: 3 clusters Score -876264.9 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -882339.750000 Penalty: 895.712402
	Iteration 1F: 3 clusters Score -882339.8 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -883425.687500 Penalty: 895.712402
	Iteration 2F: 3 clusters Score -883425.7 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -884771.125000 Penalty: 895.712402
	Iteration 3F: 3 clusters Score -884771.1 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -885995.312500 Penalty: 895.712402
	Iteration 4F: 3 clusters Score -885995.3 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -886783.625000 Penalty: 895.712402
	Iteration 5F: 3 clusters Score -886783.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -887070.625000 Penalty: 895.712402
	Iteration 6Q: 3 clusters Score -887070.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -887216.500000 Penalty: 895.712402
	Iteration 7Q: 3 clusters Score -887216.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -887325.250000 Penalty: 895.712402
	Iteration 8Q: 3 clusters Score -887325.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -887409.812500 Penalty: 895.712402
	Iteration 9Q: 3 clusters Score -887409.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -887501.000000 Penalty: 895.712402
	Iteration 10Q: 3 clusters Score -887501 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -887585.437500 Penalty: 895.712402
	Iteration 11Q: 3 clusters Score -887585.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -887660.187500 Penalty: 895.712402
	Iteration 12Q: 3 clusters Score -887660.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -887730.562500 Penalty: 895.712402
	Iteration 13Q: 3 clusters Score -887730.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -887793.062500 Penalty: 895.712402
	Iteration 14Q: 3 clusters Score -887793.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -887856.125000 Penalty: 895.712402
	Iteration 15Q: 3 clusters Score -887856.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -887911.437500 Penalty: 895.712402
	Iteration 16Q: 3 clusters Score -887911.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -887954.750000 Penalty: 895.712402
	Iteration 17Q: 3 clusters Score -887954.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -887999.375000 Penalty: 895.712402
	Iteration 18Q: 3 clusters Score -887999.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -888040.375000 Penalty: 895.712402
	Iteration 19Q: 3 clusters Score -888040.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -888080.812500 Penalty: 895.712402
	Iteration 20F: 3 clusters Score -888080.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -888126.750000 Penalty: 895.712402
	Iteration 21Q: 3 clusters Score -888126.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -888170.062500 Penalty: 895.712402
	Iteration 22Q: 3 clusters Score -888170.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -888215.312500 Penalty: 895.712402
	Iteration 23Q: 3 clusters Score -888215.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -888242.437500 Penalty: 895.712402
	Iteration 24Q: 3 clusters Score -888242.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -888273.687500 Penalty: 895.712402
	Iteration 25Q: 3 clusters Score -888273.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -888307.625000 Penalty: 895.712402
	Iteration 26Q: 3 clusters Score -888307.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -888334.062500 Penalty: 895.712402
	Iteration 27Q: 3 clusters Score -888334.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -888358.375000 Penalty: 895.712402
	Iteration 28Q: 3 clusters Score -888358.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -888385.750000 Penalty: 895.712402
	Iteration 29Q: 3 clusters Score -888385.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -888405.687500 Penalty: 895.712402
	Iteration 30Q: 3 clusters Score -888405.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -888428.562500 Penalty: 895.712402
	Iteration 31Q: 3 clusters Score -888428.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -888449.000000 Penalty: 895.712402
	Iteration 32Q: 3 clusters Score -888449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -888462.312500 Penalty: 895.712402
	Iteration 33Q: 3 clusters Score -888462.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -888474.062500 Penalty: 895.712402
	Iteration 34Q: 3 clusters Score -888474.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -888481.750000 Penalty: 895.712402
	Iteration 35Q: 3 clusters Score -888481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -888484.687500 Penalty: 895.712402
	Iteration 36Q: 3 clusters Score -888484.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -888489.750000 Penalty: 895.712402
	Iteration 37Q: 3 clusters Score -888489.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -888495.875000 Penalty: 895.712402
	Iteration 38Q: 3 clusters Score -888495.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -888501.250000 Penalty: 895.712402
	Iteration 39Q: 3 clusters Score -888501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -888505.437500 Penalty: 895.712402
	Iteration 40F: 3 clusters Score -888505.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -888514.187500 Penalty: 895.712402
	Iteration 41Q: 3 clusters Score -888514.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -888518.500000 Penalty: 895.712402
	Iteration 42Q: 3 clusters Score -888518.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -888519.250000 Penalty: 895.712402
	Iteration 43Q: 3 clusters Score -888519.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -888521.625000 Penalty: 895.712402
	Iteration 44Q: 3 clusters Score -888521.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -888525.437500 Penalty: 895.712402
	Iteration 45Q: 3 clusters Score -888525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -888528.125000 Penalty: 895.712402
	Iteration 46Q: 3 clusters Score -888528.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -888530.812500 Penalty: 895.712402
	Iteration 47Q: 3 clusters Score -888530.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -888534.875000 Penalty: 895.712402
	Iteration 48Q: 3 clusters Score -888534.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -888539.875000 Penalty: 895.712402
	Iteration 49Q: 3 clusters Score -888539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -888542.250000 Penalty: 895.712402
	Iteration 50Q: 3 clusters Score -888542.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -888542.625000 Penalty: 895.712402
	Iteration 51Q: 3 clusters Score -888542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -888544.937500 Penalty: 895.712402
	Iteration 52Q: 3 clusters Score -888544.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -888545.187500 Penalty: 895.712402
	Iteration 53Q: 3 clusters Score -888545.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -888549.375000 Penalty: 895.712402
	Iteration 54Q: 3 clusters Score -888549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -888549.812500 Penalty: 895.712402
	Iteration 55Q: 3 clusters Score -888549.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -888554.937500 Penalty: 895.712402
	Iteration 56Q: 3 clusters Score -888554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -888558.687500 Penalty: 895.712402
	Iteration 57Q: 3 clusters Score -888558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -888560.812500 Penalty: 895.712402
	Iteration 58Q: 3 clusters Score -888560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -888562.500000 Penalty: 895.712402
	Iteration 59Q: 3 clusters Score -888562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -888561.750000 Penalty: 895.712402
	Iteration 60F: 3 clusters Score -888561.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -888562.562500 Penalty: 895.712402
	Iteration 61Q: 3 clusters Score -888562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -888563.312500 Penalty: 895.712402
	Iteration 62Q: 3 clusters Score -888563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -888563.312500 Penalty: 895.712402
	Iteration 63Q: 3 clusters Score -888563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -888563.375000 Penalty: 895.712402
	Iteration 64Q: 3 clusters Score -888563.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -888563.375000 Penalty: 895.712402
	Iteration 65F: 3 clusters Score -888563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Entering Unmasked Estep 
Score: -248381.625000 Penalty: 388.137939
	Iteration 0F: 2 clusters Score -248381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -244936.453125 Penalty: 776.275879
	Iteration 0F: 3 clusters Score -244936.5 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -246124.312500 Penalty: 776.275879
	Iteration 1F: 3 clusters Score -246124.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -246208.562500 Penalty: 776.275879
	Iteration 2F: 3 clusters Score -246208.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -246285.703125 Penalty: 776.275879
	Iteration 3Q: 3 clusters Score -246285.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -246358.484375 Penalty: 776.275879
	Iteration 4Q: 3 clusters Score -246358.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -246426.546875 Penalty: 776.275879
	Iteration 5Q: 3 clusters Score -246426.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -246520.250000 Penalty: 776.275879
	Iteration 6Q: 3 clusters Score -246520.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -246659.453125 Penalty: 776.275879
	Iteration 7Q: 3 clusters Score -246659.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -246839.312500 Penalty: 776.275879
	Iteration 8Q: 3 clusters Score -246839.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -247145.531250 Penalty: 776.275879
	Iteration 9F: 3 clusters Score -247145.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -247444.640625 Penalty: 776.275879
	Iteration 10F: 3 clusters Score -247444.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -247659.890625 Penalty: 776.275879
	Iteration 11F: 3 clusters Score -247659.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -247767.750000 Penalty: 776.275879
	Iteration 12Q: 3 clusters Score -247767.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -247832.093750 Penalty: 776.275879
	Iteration 13Q: 3 clusters Score -247832.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -247872.296875 Penalty: 776.275879
	Iteration 14Q: 3 clusters Score -247872.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -247909.531250 Penalty: 776.275879
	Iteration 15Q: 3 clusters Score -247909.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -247943.937500 Penalty: 776.275879
	Iteration 16Q: 3 clusters Score -247943.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -247970.937500 Penalty: 776.275879
	Iteration 17Q: 3 clusters Score -247970.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -247989.187500 Penalty: 776.275879
	Iteration 18Q: 3 clusters Score -247989.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -248000.625000 Penalty: 776.275879
	Iteration 19Q: 3 clusters Score -248000.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -248007.953125 Penalty: 776.275879
	Iteration 20F: 3 clusters Score -248008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -248010.531250 Penalty: 776.275879
	Iteration 21Q: 3 clusters Score -248010.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -248012.859375 Penalty: 776.275879
	Iteration 22Q: 3 clusters Score -248012.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -248013.828125 Penalty: 776.275879
	Iteration 23Q: 3 clusters Score -248013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -248014.859375 Penalty: 776.275879
	Iteration 24Q: 3 clusters Score -248014.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -248015.453125 Penalty: 776.275879
	Iteration 25Q: 3 clusters Score -248015.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -248016.890625 Penalty: 776.275879
	Iteration 26Q: 3 clusters Score -248016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -248017.078125 Penalty: 776.275879
	Iteration 27Q: 3 clusters Score -248017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -248017.578125 Penalty: 776.275879
	Iteration 28Q: 3 clusters Score -248017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -248017.625000 Penalty: 776.275879
	Iteration 29Q: 3 clusters Score -248017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -248017.937500 Penalty: 776.275879
	Iteration 30Q: 3 clusters Score -248017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -248017.656250 Penalty: 776.275879
	Iteration 31Q: 3 clusters Score -248017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -248017.921875 Penalty: 776.275879
	Iteration 32Q: 3 clusters Score -248017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -248017.921875 Penalty: 776.275879
	Iteration 33F: 3 clusters Score -248017.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -43338.093750 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -43338.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -42701.765625 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -42701.77 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -42885.609375 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -42885.61 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42947.566406 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -42947.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42993.464844 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -42993.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43007.500000 Penalty: 598.458740
	Iteration 4Q: 3 clusters Score -43007.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -43013.832031 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -43013.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -43017.890625 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -43017.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -43018.277344 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -43018.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43018.761719 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -43018.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43019.179688 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -43019.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43020.343750 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -43020.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43022.164062 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -43022.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43023.406250 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -43023.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -43023.941406 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -43023.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43024.242188 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -43024.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43026.050781 Penalty: 598.458740
	Iteration 15Q: 3 clusters Score -43026.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43026.621094 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -43026.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -43028.062500 Penalty: 598.458740
	Iteration 17Q: 3 clusters Score -43028.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43028.304688 Penalty: 598.458740
	Iteration 18Q: 3 clusters Score -43028.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43028.304688 Penalty: 598.458740
	Iteration 19F: 3 clusters Score -43028.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (170691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170691 members 
Entering Unmasked Estep 
Score: -8506685.000000 Penalty: 548.166260
	Iteration 0F: 2 clusters Score -8506685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -8390875.000000 Penalty: 1096.332520
	Iteration 0F: 3 clusters Score -8390875 nChanged 83948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 89184 members 
Entering Unmasked Estep 
Score: -8441814.000000 Penalty: 1096.332520
	Iteration 1F: 3 clusters Score -8441814 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -8443311.000000 Penalty: 1096.332520
	Iteration 2Q: 3 clusters Score -8443311 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76427 members 
Mstep: Class 2 contains 94264 members 
Entering Unmasked Estep 
Score: -8445739.000000 Penalty: 1096.332520
	Iteration 3Q: 3 clusters Score -8445739 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 98061 members 
Entering Unmasked Estep 
Score: -8450185.000000 Penalty: 1096.332520
	Iteration 4Q: 3 clusters Score -8450185 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -8457914.000000 Penalty: 1096.332520
	Iteration 5F: 3 clusters Score -8457914 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 104677 members 
Entering Unmasked Estep 
Score: -8468554.000000 Penalty: 1096.332520
	Iteration 6F: 3 clusters Score -8468554 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65472 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -8475763.000000 Penalty: 1096.332520
	Iteration 7F: 3 clusters Score -8475763 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -8478214.000000 Penalty: 1096.332520
	Iteration 8Q: 3 clusters Score -8478214 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 104577 members 
Entering Unmasked Estep 
Score: -8479762.000000 Penalty: 1096.332520
	Iteration 9Q: 3 clusters Score -8479762 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 104099 members 
Entering Unmasked Estep 
Score: -8481668.000000 Penalty: 1096.332520
	Iteration 10Q: 3 clusters Score -8481668 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -8484026.000000 Penalty: 1096.332520
	Iteration 11Q: 3 clusters Score -8484026 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -8487352.000000 Penalty: 1096.332520
	Iteration 12Q: 3 clusters Score -8487352 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 101244 members 
Entering Unmasked Estep 
Score: -8491379.000000 Penalty: 1096.332520
	Iteration 13Q: 3 clusters Score -8491379 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -8495443.000000 Penalty: 1096.332520
	Iteration 14Q: 3 clusters Score -8495443 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -8498912.000000 Penalty: 1096.332520
	Iteration 15Q: 3 clusters Score -8498912 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -8501193.000000 Penalty: 1096.332520
	Iteration 16Q: 3 clusters Score -8501193 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
Score: -8502508.000000 Penalty: 1096.332520
	Iteration 17Q: 3 clusters Score -8502508 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 95311 members 
Entering Unmasked Estep 
Score: -8503254.000000 Penalty: 1096.332520
	Iteration 18Q: 3 clusters Score -8503254 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -8503670.000000 Penalty: 1096.332520
	Iteration 19Q: 3 clusters Score -8503670 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -8504325.000000 Penalty: 1096.332520
	Iteration 20F: 3 clusters Score -8504325 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -8504657.000000 Penalty: 1096.332520
	Iteration 21Q: 3 clusters Score -8504657 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -8504717.000000 Penalty: 1096.332520
	Iteration 22Q: 3 clusters Score -8504717 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -8504786.000000 Penalty: 1096.332520
	Iteration 23Q: 3 clusters Score -8504786 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78832 members 
Mstep: Class 2 contains 91859 members 
Entering Unmasked Estep 
Score: -8504841.000000 Penalty: 1096.332520
	Iteration 24Q: 3 clusters Score -8504841 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -8504874.000000 Penalty: 1096.332520
	Iteration 25Q: 3 clusters Score -8504874 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 90929 members 
Entering Unmasked Estep 
Score: -8504908.000000 Penalty: 1096.332520
	Iteration 26Q: 3 clusters Score -8504908 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 90431 members 
Entering Unmasked Estep 
Score: -8504911.000000 Penalty: 1096.332520
	Iteration 27Q: 3 clusters Score -8504911 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -8504932.000000 Penalty: 1096.332520
	Iteration 28Q: 3 clusters Score -8504932 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -8504949.000000 Penalty: 1096.332520
	Iteration 29Q: 3 clusters Score -8504949 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -8504973.000000 Penalty: 1096.332520
	Iteration 30Q: 3 clusters Score -8504973 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82289 members 
Mstep: Class 2 contains 88402 members 
Entering Unmasked Estep 
Score: -8505005.000000 Penalty: 1096.332520
	Iteration 31Q: 3 clusters Score -8505005 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82988 members 
Mstep: Class 2 contains 87703 members 
Entering Unmasked Estep 
Score: -8505019.000000 Penalty: 1096.332520
	Iteration 32Q: 3 clusters Score -8505019 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -8504979.000000 Penalty: 1096.332520
	Iteration 33Q: 3 clusters Score -8504979 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -8504992.000000 Penalty: 1096.332520
	Iteration 34Q: 3 clusters Score -8504992 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85089 members 
Mstep: Class 2 contains 85602 members 
Entering Unmasked Estep 
Score: -8505022.000000 Penalty: 1096.332520
	Iteration 35Q: 3 clusters Score -8505022 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85806 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -8505006.000000 Penalty: 1096.332520
	Iteration 36Q: 3 clusters Score -8505006 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -8505045.000000 Penalty: 1096.332520
	Iteration 37Q: 3 clusters Score -8505045 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -8505003.000000 Penalty: 1096.332520
	Iteration 38Q: 3 clusters Score -8505003 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
Score: -8505028.000000 Penalty: 1096.332520
	Iteration 39Q: 3 clusters Score -8505028 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88725 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
Score: -8505042.000000 Penalty: 1096.332520
	Iteration 40F: 3 clusters Score -8505042 nChanged 655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89380 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8505028 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8505017 nChanged 550
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Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8504983 nChanged 566
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Mstep: Class 1 contains 91115 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8504954 nChanged 599
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Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8504976 nChanged 673
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Mstep: Class 1 contains 92387 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8504957 nChanged 662
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Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8504960 nChanged 686
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Mstep: Class 1 contains 93735 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8504952 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94372 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8504882 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8504834 nChanged 729
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8504848 nChanged 689
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Mstep: Class 1 contains 96456 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8504829 nChanged 725
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8504844 nChanged 838
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8504773 nChanged 915
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Mstep: Class 1 contains 98934 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8504744 nChanged 933
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Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8504708 nChanged 1023
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Mstep: Class 1 contains 100890 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8504697 nChanged 1157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102047 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8504672 nChanged 1179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8504642 nChanged 1223
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Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8504648 nChanged 1252
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Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8504752 nChanged 1285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8504734 nChanged 1309
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Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8504665 nChanged 1284
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Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8504670 nChanged 1259
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Mstep: Class 1 contains 110838 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8504617 nChanged 1264
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Mstep: Class 1 contains 112102 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8504574 nChanged 1328
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Mstep: Class 1 contains 113430 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8504568 nChanged 1430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8504546 nChanged 1359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8504573 nChanged 1369
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Mstep: Class 1 contains 117588 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8504433 nChanged 1496
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Mstep: Class 1 contains 119084 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8504410 nChanged 1427
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8504390 nChanged 1373
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Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8504416 nChanged 1378
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	Iteration 74Q: 3 clusters Score -8504442 nChanged 1345
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8504423 nChanged 1365
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	Iteration 76Q: 3 clusters Score -8504500 nChanged 1304
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8504441 nChanged 1416
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Mstep: Class 1 contains 128692 members 
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	Iteration 78Q: 3 clusters Score -8504457 nChanged 1358
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Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8504431 nChanged 1284
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Mstep: Class 1 contains 131334 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8504440 nChanged 1298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132632 members 
Mstep: Class 2 contains 38059 members 
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	Iteration 81Q: 3 clusters Score -8504434 nChanged 1218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133850 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8504421 nChanged 1225
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Mstep: Class 1 contains 135075 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8504471 nChanged 1241
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Mstep: Class 1 contains 136316 members 
Mstep: Class 2 contains 34375 members 
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	Iteration 84Q: 3 clusters Score -8504471 nChanged 1146
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Mstep: Class 1 contains 137462 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8504478 nChanged 1069
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	Iteration 86Q: 3 clusters Score -8504453 nChanged 1044
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	Iteration 87Q: 3 clusters Score -8504494 nChanged 1102
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Mstep: Class 2 contains 30014 members 
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	Iteration 88Q: 3 clusters Score -8504520 nChanged 1082
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	Iteration 89Q: 3 clusters Score -8504481 nChanged 956
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	Iteration 90Q: 3 clusters Score -8504503 nChanged 996
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	Iteration 91Q: 3 clusters Score -8504505 nChanged 923
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Mstep: Class 2 contains 26057 members 
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	Iteration 92Q: 3 clusters Score -8504504 nChanged 862
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Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8504530 nChanged 839
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	Iteration 94Q: 3 clusters Score -8504542 nChanged 773
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Mstep: Class 2 contains 23583 members 
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	Iteration 95Q: 3 clusters Score -8504547 nChanged 750
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	Iteration 96Q: 3 clusters Score -8504561 nChanged 721
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	Iteration 97Q: 3 clusters Score -8504560 nChanged 742
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Mstep: Class 1 contains 149321 members 
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	Iteration 98Q: 3 clusters Score -8504547 nChanged 716
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Mstep: Class 1 contains 150037 members 
Mstep: Class 2 contains 20654 members 
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	Iteration 99Q: 3 clusters Score -8504592 nChanged 701
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Mstep: Class 1 contains 150738 members 
Mstep: Class 2 contains 19953 members 
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	Iteration 100F: 3 clusters Score -8504644 nChanged 791
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Mstep: Class 1 contains 151529 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8504618 nChanged 752
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Mstep: Class 1 contains 152281 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8504610 nChanged 637
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Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8504619 nChanged 547
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Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8504622 nChanged 603
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Mstep: Class 1 contains 154068 members 
Mstep: Class 2 contains 16623 members 
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	Iteration 105Q: 3 clusters Score -8504628 nChanged 573
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8504608 nChanged 596
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Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8504569 nChanged 595
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8504570 nChanged 637
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	Iteration 109Q: 3 clusters Score -8504571 nChanged 616
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	Iteration 110Q: 3 clusters Score -8504597 nChanged 652
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Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8504607 nChanged 557
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Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8504618 nChanged 555
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Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8504611 nChanged 594
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	Iteration 114Q: 3 clusters Score -8504611 nChanged 529
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	Iteration 115Q: 3 clusters Score -8504592 nChanged 481
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8504679 nChanged 429
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8504774 nChanged 332
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Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8504863 nChanged 260
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Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8504935 nChanged 313
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Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8505012 nChanged 222
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Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8505055 nChanged 239
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Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8505128 nChanged 212
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Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8505153 nChanged 162
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Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8505189 nChanged 205
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Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8505212 nChanged 177
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Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8505240 nChanged 187
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Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8505288 nChanged 170
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Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8505331 nChanged 171
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Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8505373 nChanged 124
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Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8505405 nChanged 131
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Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8505398 nChanged 99
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Mstep: Class 1 contains 163858 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8505419 nChanged 68
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Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 163999 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 164069 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 164149 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8505445 nChanged 57
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Mstep: Class 1 contains 164333 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8505473 nChanged 85
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Mstep: Class 1 contains 164418 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8505488 nChanged 97
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Mstep: Class 1 contains 164515 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 164591 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 164672 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 164793 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8505530 nChanged 49
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Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8505549 nChanged 53
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Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8505575 nChanged 50
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Mstep: Class 1 contains 164940 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8505572 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165033 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8505562 nChanged 31
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Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8505566 nChanged 45
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Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8505560 nChanged 65
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Mstep: Class 1 contains 165152 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 165223 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8505592 nChanged 104
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Mstep: Class 1 contains 165327 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 165424 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 165499 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8505642 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165579 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8505644 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165672 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8505675 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165755 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8505670 nChanged 61
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Mstep: Class 1 contains 165814 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8505692 nChanged 36
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Mstep: Class 1 contains 165800 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8505686 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165818 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8505690 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165812 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8505686 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165808 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8505692 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165820 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8505696 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165867 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8505703 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165851 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8505702 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165858 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8505700 nChanged 44
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Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8505705 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165862 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8505709 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165904 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8505719 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165906 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8505711 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165895 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8505705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165915 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -8505713.000000 Penalty: 1096.332520
	Iteration 173Q: 3 clusters Score -8505713 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165964 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -8505712.000000 Penalty: 1096.332520
	Iteration 174Q: 3 clusters Score -8505712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165990 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -8505724.000000 Penalty: 1096.332520
	Iteration 175Q: 3 clusters Score -8505724 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166025 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8505736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166078 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -8505741.000000 Penalty: 1096.332520
	Iteration 177Q: 3 clusters Score -8505741 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166107 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8505741 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166102 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -8505739.000000 Penalty: 1096.332520
	Iteration 179Q: 3 clusters Score -8505739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166097 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -8505743.000000 Penalty: 1096.332520
	Iteration 180F: 3 clusters Score -8505743 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166132 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8505753 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166180 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8505756 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166167 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8505755 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166146 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8505754 nChanged 35
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8505762 nChanged 58
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Mstep: Class 1 contains 166207 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8505753 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8505766 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166273 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8505786 nChanged 64
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Mstep: Class 1 contains 166329 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8505777 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166401 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8505806 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166495 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8505814 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166582 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8505804 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166574 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8505821 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166661 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8505834 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -8505854.000000 Penalty: 1096.332520
	Iteration 195Q: 3 clusters Score -8505854 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166766 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8505864 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8505860 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8505875 nChanged 65
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8505878.000000 Penalty: 1096.332520
	Iteration 199Q: 3 clusters Score -8505878 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166849 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8505889 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166910 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8505893 nChanged 77
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8505907 nChanged 64
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	Iteration 203Q: 3 clusters Score -8505903 nChanged 37
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Mstep: Class 1 contains 167066 members 
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	Iteration 204Q: 3 clusters Score -8505896 nChanged 75
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	Iteration 205Q: 3 clusters Score -8505903 nChanged 29
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8505913 nChanged 97
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8505933 nChanged 81
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8505930 nChanged 71
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8505935 nChanged 49
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8505942 nChanged 35
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8505962 nChanged 110
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8505951 nChanged 97
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	Iteration 213Q: 3 clusters Score -8505959 nChanged 30
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8505960 nChanged 101
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8505958 nChanged 49
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8505963 nChanged 30
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8505959 nChanged 58
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Mstep: Class 1 contains 167832 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8505950 nChanged 34
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Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8505955 nChanged 53
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	Iteration 220F: 3 clusters Score -8505953 nChanged 72
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Mstep: Class 1 contains 167973 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8505977 nChanged 46
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8505980 nChanged 37
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8505983 nChanged 39
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	Iteration 224Q: 3 clusters Score -8505992 nChanged 42
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8505996 nChanged 34
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Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8505990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168062 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8505998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168123 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8505995.000000 Penalty: 1096.332520
	Iteration 228Q: 3 clusters Score -8505995 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168203 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8506003.000000 Penalty: 1096.332520
	Iteration 229Q: 3 clusters Score -8506003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168237 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8506014.000000 Penalty: 1096.332520
	Iteration 230Q: 3 clusters Score -8506014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168294 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8506017.000000 Penalty: 1096.332520
	Iteration 231Q: 3 clusters Score -8506017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168344 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8506030.000000 Penalty: 1096.332520
	Iteration 232Q: 3 clusters Score -8506030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168404 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8506027.000000 Penalty: 1096.332520
	Iteration 233Q: 3 clusters Score -8506027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168435 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8506029.000000 Penalty: 1096.332520
	Iteration 234Q: 3 clusters Score -8506029 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168547 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8506033.000000 Penalty: 1096.332520
	Iteration 235Q: 3 clusters Score -8506033 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168642 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8506030.000000 Penalty: 1096.332520
	Iteration 236Q: 3 clusters Score -8506030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168682 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8506032.000000 Penalty: 1096.332520
	Iteration 237Q: 3 clusters Score -8506032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168699 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8506028.000000 Penalty: 1096.332520
	Iteration 238Q: 3 clusters Score -8506028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168672 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8506038.000000 Penalty: 1096.332520
	Iteration 239Q: 3 clusters Score -8506038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168670 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8506041.000000 Penalty: 1096.332520
	Iteration 240F: 3 clusters Score -8506041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168689 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8506052.000000 Penalty: 1096.332520
	Iteration 241Q: 3 clusters Score -8506052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -8506052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -8506052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168757 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8506048.000000 Penalty: 1096.332520
	Iteration 244Q: 3 clusters Score -8506048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168776 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8506056.000000 Penalty: 1096.332520
	Iteration 245Q: 3 clusters Score -8506056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168782 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -8506052 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168870 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8506042.000000 Penalty: 1096.332520
	Iteration 247Q: 3 clusters Score -8506042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168939 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8506055.000000 Penalty: 1096.332520
	Iteration 248Q: 3 clusters Score -8506055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8506066.000000 Penalty: 1096.332520
	Iteration 249Q: 3 clusters Score -8506066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168941 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8506051.000000 Penalty: 1096.332520
	Iteration 250Q: 3 clusters Score -8506051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168951 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8506045.000000 Penalty: 1096.332520
	Iteration 251Q: 3 clusters Score -8506045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168942 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -8506056 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 168951 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8506050.000000 Penalty: 1096.332520
	Iteration 253Q: 3 clusters Score -8506050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168954 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8506054.000000 Penalty: 1096.332520
	Iteration 254Q: 3 clusters Score -8506054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168998 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8506057.000000 Penalty: 1096.332520
	Iteration 255Q: 3 clusters Score -8506057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169075 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8506053.000000 Penalty: 1096.332520
	Iteration 256Q: 3 clusters Score -8506053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169087 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -8506057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169101 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -8506055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169114 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -8506057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169168 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8506067.000000 Penalty: 1096.332520
	Iteration 260F: 3 clusters Score -8506067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -8506057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8506068.000000 Penalty: 1096.332520
	Iteration 262Q: 3 clusters Score -8506068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169208 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8506061.000000 Penalty: 1096.332520
	Iteration 263Q: 3 clusters Score -8506061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169182 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8506070.000000 Penalty: 1096.332520
	Iteration 264Q: 3 clusters Score -8506070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169195 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8506059.000000 Penalty: 1096.332520
	Iteration 265Q: 3 clusters Score -8506059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169209 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8506052.000000 Penalty: 1096.332520
	Iteration 266Q: 3 clusters Score -8506052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169219 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8506071.000000 Penalty: 1096.332520
	Iteration 267Q: 3 clusters Score -8506071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169268 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8506080.000000 Penalty: 1096.332520
	Iteration 268Q: 3 clusters Score -8506080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169284 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8506093.000000 Penalty: 1096.332520
	Iteration 269Q: 3 clusters Score -8506093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169302 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8506089.000000 Penalty: 1096.332520
	Iteration 270Q: 3 clusters Score -8506089 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169368 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8506103.000000 Penalty: 1096.332520
	Iteration 271Q: 3 clusters Score -8506103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8506113.000000 Penalty: 1096.332520
	Iteration 272Q: 3 clusters Score -8506113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8506119.000000 Penalty: 1096.332520
	Iteration 273Q: 3 clusters Score -8506119 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169455 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8506123.000000 Penalty: 1096.332520
	Iteration 274Q: 3 clusters Score -8506123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169474 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8506128.000000 Penalty: 1096.332520
	Iteration 275Q: 3 clusters Score -8506128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169487 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8506120.000000 Penalty: 1096.332520
	Iteration 276Q: 3 clusters Score -8506120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169523 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8506144.000000 Penalty: 1096.332520
	Iteration 277Q: 3 clusters Score -8506144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169515 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8506146.000000 Penalty: 1096.332520
	Iteration 278Q: 3 clusters Score -8506146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8506157.000000 Penalty: 1096.332520
	Iteration 279Q: 3 clusters Score -8506157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8506161.000000 Penalty: 1096.332520
	Iteration 280F: 3 clusters Score -8506161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169573 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8506158.000000 Penalty: 1096.332520
	Iteration 281Q: 3 clusters Score -8506158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169581 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8506143.000000 Penalty: 1096.332520
	Iteration 282Q: 3 clusters Score -8506143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8506153.000000 Penalty: 1096.332520
	Iteration 283Q: 3 clusters Score -8506153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169601 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -8506144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169658 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8506152.000000 Penalty: 1096.332520
	Iteration 285Q: 3 clusters Score -8506152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169696 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8506168.000000 Penalty: 1096.332520
	Iteration 286Q: 3 clusters Score -8506168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8506165.000000 Penalty: 1096.332520
	Iteration 287Q: 3 clusters Score -8506165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169732 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8506175.000000 Penalty: 1096.332520
	Iteration 288Q: 3 clusters Score -8506175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169734 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8506174.000000 Penalty: 1096.332520
	Iteration 289Q: 3 clusters Score -8506174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169732 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8506155.000000 Penalty: 1096.332520
	Iteration 290Q: 3 clusters Score -8506155 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169693 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8506139.000000 Penalty: 1096.332520
	Iteration 291Q: 3 clusters Score -8506139 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169828 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8506159.000000 Penalty: 1096.332520
	Iteration 292Q: 3 clusters Score -8506159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8506172.000000 Penalty: 1096.332520
	Iteration 293Q: 3 clusters Score -8506172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169836 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8506167.000000 Penalty: 1096.332520
	Iteration 294Q: 3 clusters Score -8506167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8506165.000000 Penalty: 1096.332520
	Iteration 295Q: 3 clusters Score -8506165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169843 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8506169.000000 Penalty: 1096.332520
	Iteration 296Q: 3 clusters Score -8506169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8506179.000000 Penalty: 1096.332520
	Iteration 297Q: 3 clusters Score -8506179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169920 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8506183.000000 Penalty: 1096.332520
	Iteration 298Q: 3 clusters Score -8506183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169940 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8506187.000000 Penalty: 1096.332520
	Iteration 299Q: 3 clusters Score -8506187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169935 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8506190.000000 Penalty: 1096.332520
	Iteration 300F: 3 clusters Score -8506190 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169944 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8506188.000000 Penalty: 1096.332520
	Iteration 301Q: 3 clusters Score -8506188 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169942 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -8506189 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169946 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8506191.000000 Penalty: 1096.332520
	Iteration 303Q: 3 clusters Score -8506191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169950 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8506192.000000 Penalty: 1096.332520
	Iteration 304Q: 3 clusters Score -8506192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169959 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8506179.000000 Penalty: 1096.332520
	Iteration 305Q: 3 clusters Score -8506179 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8506193.000000 Penalty: 1096.332520
	Iteration 306Q: 3 clusters Score -8506193 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169938 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8506188.000000 Penalty: 1096.332520
	Iteration 307Q: 3 clusters Score -8506188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169915 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -8506187 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169906 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8506186.000000 Penalty: 1096.332520
	Iteration 309Q: 3 clusters Score -8506186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169899 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8506189.000000 Penalty: 1096.332520
	Iteration 310Q: 3 clusters Score -8506189 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8506194.000000 Penalty: 1096.332520
	Iteration 311Q: 3 clusters Score -8506194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169930 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8506192.000000 Penalty: 1096.332520
	Iteration 312Q: 3 clusters Score -8506192 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169972 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8506200.000000 Penalty: 1096.332520
	Iteration 313Q: 3 clusters Score -8506200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8506206.000000 Penalty: 1096.332520
	Iteration 314Q: 3 clusters Score -8506206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170011 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8506214.000000 Penalty: 1096.332520
	Iteration 315Q: 3 clusters Score -8506214 nChanged 34
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Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -8506214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170057 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8506217.000000 Penalty: 1096.332520
	Iteration 317Q: 3 clusters Score -8506217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170092 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8506213.000000 Penalty: 1096.332520
	Iteration 318Q: 3 clusters Score -8506213 nChanged 61
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Mstep: Class 1 contains 170049 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8506229.000000 Penalty: 1096.332520
	Iteration 319Q: 3 clusters Score -8506229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170038 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8506230.000000 Penalty: 1096.332520
	Iteration 320F: 3 clusters Score -8506230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170089 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8506212.000000 Penalty: 1096.332520
	Iteration 321Q: 3 clusters Score -8506212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170167 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8506216.000000 Penalty: 1096.332520
	Iteration 322Q: 3 clusters Score -8506216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170173 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8506217.000000 Penalty: 1096.332520
	Iteration 323Q: 3 clusters Score -8506217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170166 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8506214.000000 Penalty: 1096.332520
	Iteration 324Q: 3 clusters Score -8506214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8506220.000000 Penalty: 1096.332520
	Iteration 325Q: 3 clusters Score -8506220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8506235.000000 Penalty: 1096.332520
	Iteration 326Q: 3 clusters Score -8506235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170139 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8506227.000000 Penalty: 1096.332520
	Iteration 327Q: 3 clusters Score -8506227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170106 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8506228.000000 Penalty: 1096.332520
	Iteration 328Q: 3 clusters Score -8506228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170122 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8506220.000000 Penalty: 1096.332520
	Iteration 329Q: 3 clusters Score -8506220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170113 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8506224.000000 Penalty: 1096.332520
	Iteration 330Q: 3 clusters Score -8506224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8506230.000000 Penalty: 1096.332520
	Iteration 331Q: 3 clusters Score -8506230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8506232.000000 Penalty: 1096.332520
	Iteration 332Q: 3 clusters Score -8506232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170111 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8506236.000000 Penalty: 1096.332520
	Iteration 333Q: 3 clusters Score -8506236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170121 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8506236.000000 Penalty: 1096.332520
	Iteration 334Q: 3 clusters Score -8506236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170126 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8506243.000000 Penalty: 1096.332520
	Iteration 335Q: 3 clusters Score -8506243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170129 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8506245.000000 Penalty: 1096.332520
	Iteration 336Q: 3 clusters Score -8506245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170137 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8506229.000000 Penalty: 1096.332520
	Iteration 337Q: 3 clusters Score -8506229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170129 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8506242.000000 Penalty: 1096.332520
	Iteration 338Q: 3 clusters Score -8506242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170150 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8506240.000000 Penalty: 1096.332520
	Iteration 339Q: 3 clusters Score -8506240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170147 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8506247.000000 Penalty: 1096.332520
	Iteration 340F: 3 clusters Score -8506247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170160 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8506250.000000 Penalty: 1096.332520
	Iteration 341Q: 3 clusters Score -8506250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170161 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8506256.000000 Penalty: 1096.332520
	Iteration 342Q: 3 clusters Score -8506256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170157 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8506257.000000 Penalty: 1096.332520
	Iteration 343Q: 3 clusters Score -8506257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170155 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8506256.000000 Penalty: 1096.332520
	Iteration 344Q: 3 clusters Score -8506256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170165 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8506252.000000 Penalty: 1096.332520
	Iteration 345Q: 3 clusters Score -8506252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170153 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8506256.000000 Penalty: 1096.332520
	Iteration 346Q: 3 clusters Score -8506256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170156 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8506260.000000 Penalty: 1096.332520
	Iteration 347Q: 3 clusters Score -8506260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170161 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8506263.000000 Penalty: 1096.332520
	Iteration 348Q: 3 clusters Score -8506263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170162 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8506260.000000 Penalty: 1096.332520
	Iteration 349Q: 3 clusters Score -8506260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170158 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8506259.000000 Penalty: 1096.332520
	Iteration 350Q: 3 clusters Score -8506259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170179 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8506253.000000 Penalty: 1096.332520
	Iteration 351Q: 3 clusters Score -8506253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8506255.000000 Penalty: 1096.332520
	Iteration 352Q: 3 clusters Score -8506255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170174 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8506254.000000 Penalty: 1096.332520
	Iteration 353Q: 3 clusters Score -8506254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170174 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8506255.000000 Penalty: 1096.332520
	Iteration 354Q: 3 clusters Score -8506255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8506259.000000 Penalty: 1096.332520
	Iteration 355Q: 3 clusters Score -8506259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170177 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8506262.000000 Penalty: 1096.332520
	Iteration 356Q: 3 clusters Score -8506262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170177 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8506260.000000 Penalty: 1096.332520
	Iteration 357Q: 3 clusters Score -8506260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8506258.000000 Penalty: 1096.332520
	Iteration 358Q: 3 clusters Score -8506258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8506262.000000 Penalty: 1096.332520
	Iteration 359Q: 3 clusters Score -8506262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170186 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8506260.000000 Penalty: 1096.332520
	Iteration 360F: 3 clusters Score -8506260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8506269.000000 Penalty: 1096.332520
	Iteration 361Q: 3 clusters Score -8506269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170178 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8506260.000000 Penalty: 1096.332520
	Iteration 362Q: 3 clusters Score -8506260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8506264.000000 Penalty: 1096.332520
	Iteration 363Q: 3 clusters Score -8506264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8506259.000000 Penalty: 1096.332520
	Iteration 364Q: 3 clusters Score -8506259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170167 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8506263.000000 Penalty: 1096.332520
	Iteration 365Q: 3 clusters Score -8506263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8506262.000000 Penalty: 1096.332520
	Iteration 366Q: 3 clusters Score -8506262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170185 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8506270.000000 Penalty: 1096.332520
	Iteration 367Q: 3 clusters Score -8506270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8506273.000000 Penalty: 1096.332520
	Iteration 368Q: 3 clusters Score -8506273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8506269.000000 Penalty: 1096.332520
	Iteration 369Q: 3 clusters Score -8506269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8506270.000000 Penalty: 1096.332520
	Iteration 370Q: 3 clusters Score -8506270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170197 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8506266.000000 Penalty: 1096.332520
	Iteration 371Q: 3 clusters Score -8506266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8506273.000000 Penalty: 1096.332520
	Iteration 372Q: 3 clusters Score -8506273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170186 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8506267.000000 Penalty: 1096.332520
	Iteration 373Q: 3 clusters Score -8506267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170193 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8506274.000000 Penalty: 1096.332520
	Iteration 374Q: 3 clusters Score -8506274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170192 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8506271.000000 Penalty: 1096.332520
	Iteration 375Q: 3 clusters Score -8506271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170192 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8506271.000000 Penalty: 1096.332520
	Iteration 376F: 3 clusters Score -8506271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9337.899414 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9337.899 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 125 members 
Entering Unmasked Estep 
Score: -9045.967773 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9045.968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9111.810547 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9111.811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9133.868164 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9133.868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9141.753906 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9141.754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9151.402344 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9151.402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9160.507812 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9160.508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9183.673828 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -9183.674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9190.035156 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -9190.035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9196.222656 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -9196.223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9202.545898 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -9202.546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9203.619141 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -9203.619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9203.619141 Penalty: 497.593475
	Iteration 11F: 3 clusters Score -9203.619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (111195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111195 members 
Entering Unmasked Estep 
Score: -5290255.500000 Penalty: 528.666321
	Iteration 0F: 2 clusters Score -5290256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -5214842.000000 Penalty: 1057.332642
	Iteration 0F: 3 clusters Score -5214842 nChanged 54684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -5247073.500000 Penalty: 1057.332642
	Iteration 1F: 3 clusters Score -5247074 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -5247985.500000 Penalty: 1057.332642
	Iteration 2Q: 3 clusters Score -5247986 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -5249703.000000 Penalty: 1057.332642
	Iteration 3Q: 3 clusters Score -5249703 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -5253133.500000 Penalty: 1057.332642
	Iteration 4F: 3 clusters Score -5253134 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -5259564.500000 Penalty: 1057.332642
	Iteration 5F: 3 clusters Score -5259564 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -5269165.000000 Penalty: 1057.332642
	Iteration 6F: 3 clusters Score -5269165 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -5279199.000000 Penalty: 1057.332642
	Iteration 7F: 3 clusters Score -5279199 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 106888 members 
Entering Unmasked Estep 
Score: -5285820.000000 Penalty: 1057.332642
	Iteration 8F: 3 clusters Score -5285820 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 109659 members 
Entering Unmasked Estep 
Score: -5288442.000000 Penalty: 1057.332642
	Iteration 9Q: 3 clusters Score -5288442 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -5289262.000000 Penalty: 1057.332642
	Iteration 10Q: 3 clusters Score -5289262 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -5289602.000000 Penalty: 1057.332642
	Iteration 11Q: 3 clusters Score -5289602 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 111031 members 
Entering Unmasked Estep 
Score: -5289705.000000 Penalty: 1057.332642
	Iteration 12Q: 3 clusters Score -5289705 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 111068 members 
Entering Unmasked Estep 
Score: -5289756.000000 Penalty: 1057.332642
	Iteration 13Q: 3 clusters Score -5289756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -5289775.500000 Penalty: 1057.332642
	Iteration 14Q: 3 clusters Score -5289776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -5289786.500000 Penalty: 1057.332642
	Iteration 15Q: 3 clusters Score -5289786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -5289793.000000 Penalty: 1057.332642
	Iteration 16Q: 3 clusters Score -5289793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -5289802.000000 Penalty: 1057.332642
	Iteration 17Q: 3 clusters Score -5289802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -5289808.500000 Penalty: 1057.332642
	Iteration 18Q: 3 clusters Score -5289808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -5289807.500000 Penalty: 1057.332642
	Iteration 19Q: 3 clusters Score -5289808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -5289807.500000 Penalty: 1057.332642
	Iteration 20F: 3 clusters Score -5289808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -36457.089844 Penalty: 301.152618
	Iteration 0F: 2 clusters Score -36457.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35794.917969 Penalty: 602.305237
	Iteration 0F: 3 clusters Score -35794.92 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35981.941406 Penalty: 602.305237
	Iteration 1F: 3 clusters Score -35981.94 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36036.929688 Penalty: 602.305237
	Iteration 2F: 3 clusters Score -36036.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36071.417969 Penalty: 602.305237
	Iteration 3F: 3 clusters Score -36071.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36090.769531 Penalty: 602.305237
	Iteration 4Q: 3 clusters Score -36090.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36112.468750 Penalty: 602.305237
	Iteration 5Q: 3 clusters Score -36112.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -36122.710938 Penalty: 602.305237
	Iteration 6Q: 3 clusters Score -36122.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36125.519531 Penalty: 602.305237
	Iteration 7Q: 3 clusters Score -36125.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36128.023438 Penalty: 602.305237
	Iteration 8Q: 3 clusters Score -36128.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36131.824219 Penalty: 602.305237
	Iteration 9Q: 3 clusters Score -36131.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36135.074219 Penalty: 602.305237
	Iteration 10Q: 3 clusters Score -36135.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36137.191406 Penalty: 602.305237
	Iteration 11Q: 3 clusters Score -36137.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36140.492188 Penalty: 602.305237
	Iteration 12Q: 3 clusters Score -36140.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -36146.761719 Penalty: 602.305237
	Iteration 13Q: 3 clusters Score -36146.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -36149.984375 Penalty: 602.305237
	Iteration 14Q: 3 clusters Score -36149.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -36153.042969 Penalty: 602.305237
	Iteration 15Q: 3 clusters Score -36153.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -36156.828125 Penalty: 602.305237
	Iteration 16Q: 3 clusters Score -36156.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36160.800781 Penalty: 602.305237
	Iteration 17Q: 3 clusters Score -36160.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36163.265625 Penalty: 602.305237
	Iteration 18Q: 3 clusters Score -36163.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36166.085938 Penalty: 602.305237
	Iteration 19Q: 3 clusters Score -36166.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36168.324219 Penalty: 602.305237
	Iteration 20F: 3 clusters Score -36168.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -36172.191406 Penalty: 602.305237
	Iteration 21Q: 3 clusters Score -36172.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36174.570312 Penalty: 602.305237
	Iteration 22Q: 3 clusters Score -36174.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36178.464844 Penalty: 602.305237
	Iteration 23Q: 3 clusters Score -36178.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36189.570312 Penalty: 602.305237
	Iteration 24Q: 3 clusters Score -36189.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36202.929688 Penalty: 602.305237
	Iteration 25Q: 3 clusters Score -36202.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36216.250000 Penalty: 602.305237
	Iteration 26Q: 3 clusters Score -36216.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36233.097656 Penalty: 602.305237
	Iteration 27Q: 3 clusters Score -36233.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36254.199219 Penalty: 602.305237
	Iteration 28Q: 3 clusters Score -36254.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36276.304688 Penalty: 602.305237
	Iteration 29Q: 3 clusters Score -36276.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36286.523438 Penalty: 602.305237
	Iteration 30Q: 3 clusters Score -36286.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36294.136719 Penalty: 602.305237
	Iteration 31Q: 3 clusters Score -36294.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36301.457031 Penalty: 602.305237
	Iteration 32Q: 3 clusters Score -36301.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36304.265625 Penalty: 602.305237
	Iteration 33Q: 3 clusters Score -36304.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36309.625000 Penalty: 602.305237
	Iteration 34Q: 3 clusters Score -36309.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36314.792969 Penalty: 602.305237
	Iteration 35Q: 3 clusters Score -36314.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36318.269531 Penalty: 602.305237
	Iteration 36Q: 3 clusters Score -36318.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36319.273438 Penalty: 602.305237
	Iteration 37Q: 3 clusters Score -36319.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36319.480469 Penalty: 602.305237
	Iteration 38Q: 3 clusters Score -36319.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36319.753906 Penalty: 602.305237
	Iteration 39Q: 3 clusters Score -36319.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36319.753906 Penalty: 602.305237
	Iteration 40F: 3 clusters Score -36319.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (86713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Entering Unmasked Estep 
Score: -4281225.000000 Penalty: 517.351379
	Iteration 0F: 2 clusters Score -4281225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -4222709.500000 Penalty: 1034.702759
	Iteration 0F: 3 clusters Score -4222710 nChanged 42382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -4248862.500000 Penalty: 1034.702759
	Iteration 1F: 3 clusters Score -4248862 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -4250066.000000 Penalty: 1034.702759
	Iteration 2Q: 3 clusters Score -4250066 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4251801.500000 Penalty: 1034.702759
	Iteration 3Q: 3 clusters Score -4251802 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4254557.500000 Penalty: 1034.702759
	Iteration 4F: 3 clusters Score -4254558 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4258758.500000 Penalty: 1034.702759
	Iteration 5F: 3 clusters Score -4258758 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4264408.000000 Penalty: 1034.702759
	Iteration 6F: 3 clusters Score -4264408 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -4270158.000000 Penalty: 1034.702759
	Iteration 7F: 3 clusters Score -4270158 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -4274420.000000 Penalty: 1034.702759
	Iteration 8Q: 3 clusters Score -4274420 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4276964.500000 Penalty: 1034.702759
	Iteration 9Q: 3 clusters Score -4276964 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83784 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4278449.000000 Penalty: 1034.702759
	Iteration 10Q: 3 clusters Score -4278449 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84827 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4279361.500000 Penalty: 1034.702759
	Iteration 11Q: 3 clusters Score -4279362 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4279948.000000 Penalty: 1034.702759
	Iteration 12Q: 3 clusters Score -4279948 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4280296.500000 Penalty: 1034.702759
	Iteration 13Q: 3 clusters Score -4280296 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4280487.500000 Penalty: 1034.702759
	Iteration 14Q: 3 clusters Score -4280488 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4280600.500000 Penalty: 1034.702759
	Iteration 15Q: 3 clusters Score -4280600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4280664.500000 Penalty: 1034.702759
	Iteration 16Q: 3 clusters Score -4280664 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4280698.500000 Penalty: 1034.702759
	Iteration 17Q: 3 clusters Score -4280698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4280721.000000 Penalty: 1034.702759
	Iteration 18Q: 3 clusters Score -4280721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86545 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4280742.000000 Penalty: 1034.702759
	Iteration 19Q: 3 clusters Score -4280742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4280756.500000 Penalty: 1034.702759
	Iteration 20F: 3 clusters Score -4280756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4280768.000000 Penalty: 1034.702759
	Iteration 21Q: 3 clusters Score -4280768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4280773.000000 Penalty: 1034.702759
	Iteration 22Q: 3 clusters Score -4280773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -4280773.000000 Penalty: 1034.702759
	Iteration 23Q: 3 clusters Score -4280773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4280777.000000 Penalty: 1034.702759
	Iteration 24Q: 3 clusters Score -4280777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4280779.500000 Penalty: 1034.702759
	Iteration 25Q: 3 clusters Score -4280780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4280785.000000 Penalty: 1034.702759
	Iteration 26Q: 3 clusters Score -4280785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4280790.000000 Penalty: 1034.702759
	Iteration 27Q: 3 clusters Score -4280790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4280792.500000 Penalty: 1034.702759
	Iteration 28Q: 3 clusters Score -4280792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4280794.000000 Penalty: 1034.702759
	Iteration 29Q: 3 clusters Score -4280794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4280791.500000 Penalty: 1034.702759
	Iteration 30Q: 3 clusters Score -4280792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4280791.500000 Penalty: 1034.702759
	Iteration 31F: 3 clusters Score -4280792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -1753.059204 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -1753.059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1566.773804 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -1566.774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1665.839600 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -1665.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1697.948486 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -1697.948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1706.604126 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -1706.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1710.712402 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -1710.712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1710.712402 Penalty: 416.298676
	Iteration 5F: 3 clusters Score -1710.712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -61351.968750 Penalty: 322.712097
	Iteration 0F: 2 clusters Score -61351.97 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 624 members 
Entering Unmasked Estep 
Score: -60418.226562 Penalty: 645.424194
	Iteration 0F: 3 clusters Score -60418.23 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -60728.089844 Penalty: 645.424194
	Iteration 1F: 3 clusters Score -60728.09 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -60772.812500 Penalty: 645.424194
	Iteration 2F: 3 clusters Score -60772.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -60810.886719 Penalty: 645.424194
	Iteration 3F: 3 clusters Score -60810.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -60853.050781 Penalty: 645.424194
	Iteration 4Q: 3 clusters Score -60853.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -60894.437500 Penalty: 645.424194
	Iteration 5Q: 3 clusters Score -60894.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -60923.265625 Penalty: 645.424194
	Iteration 6Q: 3 clusters Score -60923.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -60965.007812 Penalty: 645.424194
	Iteration 7Q: 3 clusters Score -60965.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -61007.957031 Penalty: 645.424194
	Iteration 8Q: 3 clusters Score -61007.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -61050.230469 Penalty: 645.424194
	Iteration 9Q: 3 clusters Score -61050.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -61078.101562 Penalty: 645.424194
	Iteration 10Q: 3 clusters Score -61078.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -61093.312500 Penalty: 645.424194
	Iteration 11Q: 3 clusters Score -61093.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -61100.664062 Penalty: 645.424194
	Iteration 12Q: 3 clusters Score -61100.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -61109.535156 Penalty: 645.424194
	Iteration 13Q: 3 clusters Score -61109.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -61120.226562 Penalty: 645.424194
	Iteration 14Q: 3 clusters Score -61120.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -61125.828125 Penalty: 645.424194
	Iteration 15Q: 3 clusters Score -61125.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -61130.738281 Penalty: 645.424194
	Iteration 16Q: 3 clusters Score -61130.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -61133.714844 Penalty: 645.424194
	Iteration 17Q: 3 clusters Score -61133.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -61137.789062 Penalty: 645.424194
	Iteration 18Q: 3 clusters Score -61137.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -61139.773438 Penalty: 645.424194
	Iteration 19Q: 3 clusters Score -61139.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -61141.488281 Penalty: 645.424194
	Iteration 20F: 3 clusters Score -61141.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -61143.414062 Penalty: 645.424194
	Iteration 21Q: 3 clusters Score -61143.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -61143.632812 Penalty: 645.424194
	Iteration 22Q: 3 clusters Score -61143.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -61143.632812 Penalty: 645.424194
	Iteration 23F: 3 clusters Score -61143.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (38645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Entering Unmasked Estep 
Score: -1937359.125000 Penalty: 480.578857
	Iteration 0F: 2 clusters Score -1937359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -1911540.250000 Penalty: 961.157715
	Iteration 0F: 3 clusters Score -1911540 nChanged 18567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1922409.375000 Penalty: 961.157715
	Iteration 1F: 3 clusters Score -1922409 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1922851.625000 Penalty: 961.157715
	Iteration 2Q: 3 clusters Score -1922852 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1923539.125000 Penalty: 961.157715
	Iteration 3Q: 3 clusters Score -1923539 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1924673.125000 Penalty: 961.157715
	Iteration 4F: 3 clusters Score -1924673 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1926398.375000 Penalty: 961.157715
	Iteration 5F: 3 clusters Score -1926398 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1928531.375000 Penalty: 961.157715
	Iteration 6F: 3 clusters Score -1928531 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1930742.250000 Penalty: 961.157715
	Iteration 7F: 3 clusters Score -1930742 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1932525.250000 Penalty: 961.157715
	Iteration 8F: 3 clusters Score -1932525 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1933762.375000 Penalty: 961.157715
	Iteration 9Q: 3 clusters Score -1933762 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1934728.750000 Penalty: 961.157715
	Iteration 10Q: 3 clusters Score -1934729 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1935423.750000 Penalty: 961.157715
	Iteration 11Q: 3 clusters Score -1935424 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1935927.125000 Penalty: 961.157715
	Iteration 12Q: 3 clusters Score -1935927 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1936243.000000 Penalty: 961.157715
	Iteration 13Q: 3 clusters Score -1936243 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1936462.625000 Penalty: 961.157715
	Iteration 14Q: 3 clusters Score -1936463 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1936594.750000 Penalty: 961.157715
	Iteration 15Q: 3 clusters Score -1936595 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1936683.250000 Penalty: 961.157715
	Iteration 16Q: 3 clusters Score -1936683 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1936767.625000 Penalty: 961.157715
	Iteration 17Q: 3 clusters Score -1936768 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1936812.125000 Penalty: 961.157715
	Iteration 18Q: 3 clusters Score -1936812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1936855.875000 Penalty: 961.157715
	Iteration 19Q: 3 clusters Score -1936856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1936887.000000 Penalty: 961.157715
	Iteration 20F: 3 clusters Score -1936887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1936916.875000 Penalty: 961.157715
	Iteration 21Q: 3 clusters Score -1936917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1936927.375000 Penalty: 961.157715
	Iteration 22Q: 3 clusters Score -1936927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1936932.375000 Penalty: 961.157715
	Iteration 23Q: 3 clusters Score -1936932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1936933.750000 Penalty: 961.157715
	Iteration 24Q: 3 clusters Score -1936934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1936933.875000 Penalty: 961.157715
	Iteration 25Q: 3 clusters Score -1936934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1936938.750000 Penalty: 961.157715
	Iteration 26Q: 3 clusters Score -1936939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1936940.750000 Penalty: 961.157715
	Iteration 27Q: 3 clusters Score -1936941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1936938.875000 Penalty: 961.157715
	Iteration 28Q: 3 clusters Score -1936939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1936940.375000 Penalty: 961.157715
	Iteration 29Q: 3 clusters Score -1936940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1936940.750000 Penalty: 961.157715
	Iteration 30Q: 3 clusters Score -1936941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1936940.750000 Penalty: 961.157715
	Iteration 31F: 3 clusters Score -1936941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -36683.007812 Penalty: 306.261322
	Iteration 0F: 2 clusters Score -36683.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -35977.007812 Penalty: 612.522644
	Iteration 0F: 3 clusters Score -35977.01 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -36155.488281 Penalty: 612.522644
	Iteration 1F: 3 clusters Score -36155.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36190.921875 Penalty: 612.522644
	Iteration 2F: 3 clusters Score -36190.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -36217.226562 Penalty: 612.522644
	Iteration 3Q: 3 clusters Score -36217.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -36237.863281 Penalty: 612.522644
	Iteration 4Q: 3 clusters Score -36237.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36259.777344 Penalty: 612.522644
	Iteration 5Q: 3 clusters Score -36259.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36287.058594 Penalty: 612.522644
	Iteration 6Q: 3 clusters Score -36287.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36311.835938 Penalty: 612.522644
	Iteration 7Q: 3 clusters Score -36311.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -36335.363281 Penalty: 612.522644
	Iteration 8Q: 3 clusters Score -36335.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36362.125000 Penalty: 612.522644
	Iteration 9Q: 3 clusters Score -36362.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -36387.628906 Penalty: 612.522644
	Iteration 10Q: 3 clusters Score -36387.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36400.710938 Penalty: 612.522644
	Iteration 11Q: 3 clusters Score -36400.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36409.347656 Penalty: 612.522644
	Iteration 12Q: 3 clusters Score -36409.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36419.718750 Penalty: 612.522644
	Iteration 13Q: 3 clusters Score -36419.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36426.695312 Penalty: 612.522644
	Iteration 14Q: 3 clusters Score -36426.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -36433.921875 Penalty: 612.522644
	Iteration 15Q: 3 clusters Score -36433.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -36439.171875 Penalty: 612.522644
	Iteration 16Q: 3 clusters Score -36439.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36446.046875 Penalty: 612.522644
	Iteration 17Q: 3 clusters Score -36446.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36452.609375 Penalty: 612.522644
	Iteration 18Q: 3 clusters Score -36452.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36456.796875 Penalty: 612.522644
	Iteration 19Q: 3 clusters Score -36456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36458.000000 Penalty: 612.522644
	Iteration 20F: 3 clusters Score -36458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36459.468750 Penalty: 612.522644
	Iteration 21Q: 3 clusters Score -36459.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36460.917969 Penalty: 612.522644
	Iteration 22Q: 3 clusters Score -36460.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36463.375000 Penalty: 612.522644
	Iteration 23Q: 3 clusters Score -36463.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36465.363281 Penalty: 612.522644
	Iteration 24Q: 3 clusters Score -36465.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36468.437500 Penalty: 612.522644
	Iteration 25Q: 3 clusters Score -36468.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36470.609375 Penalty: 612.522644
	Iteration 26Q: 3 clusters Score -36470.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36473.328125 Penalty: 612.522644
	Iteration 27Q: 3 clusters Score -36473.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36476.089844 Penalty: 612.522644
	Iteration 28Q: 3 clusters Score -36476.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36481.117188 Penalty: 612.522644
	Iteration 29Q: 3 clusters Score -36481.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36484.339844 Penalty: 612.522644
	Iteration 30Q: 3 clusters Score -36484.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36489.460938 Penalty: 612.522644
	Iteration 31Q: 3 clusters Score -36489.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36493.210938 Penalty: 612.522644
	Iteration 32Q: 3 clusters Score -36493.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36494.281250 Penalty: 612.522644
	Iteration 33Q: 3 clusters Score -36494.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36496.191406 Penalty: 612.522644
	Iteration 34Q: 3 clusters Score -36496.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36497.632812 Penalty: 612.522644
	Iteration 35Q: 3 clusters Score -36497.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36498.164062 Penalty: 612.522644
	Iteration 36Q: 3 clusters Score -36498.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36499.089844 Penalty: 612.522644
	Iteration 37Q: 3 clusters Score -36499.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36500.515625 Penalty: 612.522644
	Iteration 38Q: 3 clusters Score -36500.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36502.128906 Penalty: 612.522644
	Iteration 39Q: 3 clusters Score -36502.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36502.347656 Penalty: 612.522644
	Iteration 40F: 3 clusters Score -36502.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -3002.037354 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -3002.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2838.924561 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2838.925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2860.073975 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2860.074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2882.037354 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -2882.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2900.062500 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -2900.062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2900.062500 Penalty: 378.458374
	Iteration 4F: 3 clusters Score -2900.062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -8651.769531 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -8651.77 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 126 members 
Entering Unmasked Estep 
Score: -8316.972656 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -8316.973 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8429.467773 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -8429.468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8461.470703 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -8461.471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8474.476562 Penalty: 512.765869
	Iteration 3Q: 3 clusters Score -8474.477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8483.863281 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -8483.863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8492.947266 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -8492.947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8496.813477 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -8496.813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8500.816406 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -8500.816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8510.485352 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -8510.485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8514.788086 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -8514.788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8519.381836 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -8519.382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8524.378906 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -8524.379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8533.503906 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -8533.504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8536.796875 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -8536.797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8542.441406 Penalty: 512.765869
	Iteration 14Q: 3 clusters Score -8542.441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8543.988281 Penalty: 512.765869
	Iteration 15Q: 3 clusters Score -8543.988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8544.293945 Penalty: 512.765869
	Iteration 16Q: 3 clusters Score -8544.294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8544.293945 Penalty: 512.765869
	Iteration 17F: 3 clusters Score -8544.294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -27867.722656 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -27867.72 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 260 members 
Entering Unmasked Estep 
Score: -27353.353516 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -27353.35 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27476.736328 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -27476.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27506.837891 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -27506.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27528.691406 Penalty: 573.371521
	Iteration 3Q: 3 clusters Score -27528.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27541.031250 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -27541.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27552.562500 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -27552.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27560.771484 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -27560.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27568.095703 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -27568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27573.781250 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -27573.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27579.765625 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -27579.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27586.287109 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -27586.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27590.064453 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -27590.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27595.630859 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -27595.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27599.203125 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -27599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27601.099609 Penalty: 573.371521
	Iteration 14Q: 3 clusters Score -27601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27602.357422 Penalty: 573.371521
	Iteration 15Q: 3 clusters Score -27602.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27603.605469 Penalty: 573.371521
	Iteration 16Q: 3 clusters Score -27603.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27604.521484 Penalty: 573.371521
	Iteration 17Q: 3 clusters Score -27604.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27605.423828 Penalty: 573.371521
	Iteration 18Q: 3 clusters Score -27605.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27606.796875 Penalty: 573.371521
	Iteration 19Q: 3 clusters Score -27606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27607.964844 Penalty: 573.371521
	Iteration 20F: 3 clusters Score -27607.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27608.833984 Penalty: 573.371521
	Iteration 21Q: 3 clusters Score -27608.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27610.294922 Penalty: 573.371521
	Iteration 22Q: 3 clusters Score -27610.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27610.294922 Penalty: 573.371521
	Iteration 23F: 3 clusters Score -27610.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -60702.828125 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -60702.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -59811.148438 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -59811.15 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -60215.097656 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -60215.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -60362.222656 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -60362.22 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60435.164062 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -60435.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -60473.429688 Penalty: 643.126099
	Iteration 4Q: 3 clusters Score -60473.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -60519.382812 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -60519.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60544.519531 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -60544.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -60558.867188 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -60558.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60569.683594 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -60569.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60580.015625 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -60580.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60583.843750 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -60583.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60587.246094 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -60587.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60589.238281 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -60589.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60591.195312 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -60591.2 nChanged 3
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: -60592.597656 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -60592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60593.671875 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -60593.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60596.304688 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -60596.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60600.128906 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -60600.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60603.023438 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -60603.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60605.242188 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -60605.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60606.746094 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -60606.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60609.398438 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -60609.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60609.968750 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -60609.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60610.457031 Penalty: 643.126099
	Iteration 23Q: 3 clusters Score -60610.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60610.671875 Penalty: 643.126099
	Iteration 24Q: 3 clusters Score -60610.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60610.671875 Penalty: 643.126099
	Iteration 25F: 3 clusters Score -60610.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (95783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95783 members 
Entering Unmasked Estep 
Score: -4792044.500000 Penalty: 521.877747
	Iteration 0F: 2 clusters Score -4792044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -4727413.000000 Penalty: 1043.755493
	Iteration 0F: 3 clusters Score -4727413 nChanged 46737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -4755613.500000 Penalty: 1043.755493
	Iteration 1F: 3 clusters Score -4755614 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -4756524.500000 Penalty: 1043.755493
	Iteration 2Q: 3 clusters Score -4756524 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -4757787.000000 Penalty: 1043.755493
	Iteration 3Q: 3 clusters Score -4757787 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4759723.500000 Penalty: 1043.755493
	Iteration 4Q: 3 clusters Score -4759724 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4762542.000000 Penalty: 1043.755493
	Iteration 5F: 3 clusters Score -4762542 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -4767082.000000 Penalty: 1043.755493
	Iteration 6F: 3 clusters Score -4767082 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -4773619.000000 Penalty: 1043.755493
	Iteration 7F: 3 clusters Score -4773619 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -4781081.500000 Penalty: 1043.755493
	Iteration 8F: 3 clusters Score -4781082 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4787097.000000 Penalty: 1043.755493
	Iteration 9F: 3 clusters Score -4787097 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4790078.000000 Penalty: 1043.755493
	Iteration 10Q: 3 clusters Score -4790078 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4791125.000000 Penalty: 1043.755493
	Iteration 11Q: 3 clusters Score -4791125 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4791429.500000 Penalty: 1043.755493
	Iteration 12Q: 3 clusters Score -4791430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95721 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4791512.000000 Penalty: 1043.755493
	Iteration 13Q: 3 clusters Score -4791512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4791554.500000 Penalty: 1043.755493
	Iteration 14Q: 3 clusters Score -4791554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4791574.000000 Penalty: 1043.755493
	Iteration 15Q: 3 clusters Score -4791574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4791584.000000 Penalty: 1043.755493
	Iteration 16Q: 3 clusters Score -4791584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95741 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4791587.000000 Penalty: 1043.755493
	Iteration 17Q: 3 clusters Score -4791587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95741 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4791593.000000 Penalty: 1043.755493
	Iteration 18Q: 3 clusters Score -4791593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4791594.000000 Penalty: 1043.755493
	Iteration 19Q: 3 clusters Score -4791594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4791594.000000 Penalty: 1043.755493
	Iteration 20F: 3 clusters Score -4791594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Entering Unmasked Estep 
Score: -89999.695312 Penalty: 349.762146
	Iteration 0F: 2 clusters Score -89999.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -88427.640625 Penalty: 699.524292
	Iteration 0F: 3 clusters Score -88427.64 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -89211.859375 Penalty: 699.524292
	Iteration 1F: 3 clusters Score -89211.86 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -89437.609375 Penalty: 699.524292
	Iteration 2F: 3 clusters Score -89437.61 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -89608.656250 Penalty: 699.524292
	Iteration 3F: 3 clusters Score -89608.66 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -89705.257812 Penalty: 699.524292
	Iteration 4F: 3 clusters Score -89705.26 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -89775.007812 Penalty: 699.524292
	Iteration 5Q: 3 clusters Score -89775.01 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -89833.242188 Penalty: 699.524292
	Iteration 6Q: 3 clusters Score -89833.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -89873.531250 Penalty: 699.524292
	Iteration 7Q: 3 clusters Score -89873.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -89902.343750 Penalty: 699.524292
	Iteration 8Q: 3 clusters Score -89902.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -89924.867188 Penalty: 699.524292
	Iteration 9Q: 3 clusters Score -89924.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -89944.929688 Penalty: 699.524292
	Iteration 10Q: 3 clusters Score -89944.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -89958.078125 Penalty: 699.524292
	Iteration 11Q: 3 clusters Score -89958.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -89974.554688 Penalty: 699.524292
	Iteration 12Q: 3 clusters Score -89974.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -89985.929688 Penalty: 699.524292
	Iteration 13Q: 3 clusters Score -89985.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89994.640625 Penalty: 699.524292
	Iteration 14Q: 3 clusters Score -89994.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -90000.906250 Penalty: 699.524292
	Iteration 15Q: 3 clusters Score -90000.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -90002.117188 Penalty: 699.524292
	Iteration 16Q: 3 clusters Score -90002.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -90003.500000 Penalty: 699.524292
	Iteration 17Q: 3 clusters Score -90003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90003.648438 Penalty: 699.524292
	Iteration 18Q: 3 clusters Score -90003.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90003.648438 Penalty: 699.524292
	Iteration 19F: 3 clusters Score -90003.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 137447 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 120213 members 
Mstep: Class 4 contains 21292 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32518 members 
Mstep: Class 9 contains 181841 members 
Mstep: Class 10 contains 36918 members 
Mstep: Class 11 contains 26230 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215030 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 54172 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 93385 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 120818 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 6001 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18826 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 170691 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111195 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86713 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38645 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 545 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95783 members 
Mstep: Class 51 contains 1691 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2518 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 261770 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 56942 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90779384.000000 Penalty: 50770.378906
Splitting cluster 51 changes total score from -90781568.000000 to -90779384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -51439.589844 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -51439.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -50596.925781 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -50596.93 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -50941.871094 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -50941.87 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -51033.937500 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -51033.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -51094.460938 Penalty: 632.262268
	Iteration 3F: 3 clusters Score -51094.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -51125.531250 Penalty: 632.262268
	Iteration 4Q: 3 clusters Score -51125.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -51145.410156 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -51145.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -51156.640625 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -51156.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -51168.175781 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -51168.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -51179.808594 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -51179.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -51198.738281 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -51198.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -51226.628906 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -51226.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -51257.332031 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -51257.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -51283.300781 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -51283.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -51295.027344 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -51295.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -51302.042969 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -51302.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -51305.535156 Penalty: 632.262268
	Iteration 15Q: 3 clusters Score -51305.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -51308.421875 Penalty: 632.262268
	Iteration 16Q: 3 clusters Score -51308.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -51309.902344 Penalty: 632.262268
	Iteration 17Q: 3 clusters Score -51309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -51310.269531 Penalty: 632.262268
	Iteration 18Q: 3 clusters Score -51310.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -51310.269531 Penalty: 632.262268
	Iteration 19F: 3 clusters Score -51310.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -15808.382812 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -15808.38 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 166 members 
Entering Unmasked Estep 
Score: -15436.680664 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -15436.68 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15548.879883 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -15548.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15578.737305 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -15578.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15590.355469 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -15590.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15610.061523 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -15610.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15629.059570 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -15629.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15656.046875 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -15656.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15664.853516 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -15664.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15669.009766 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -15669.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15676.088867 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -15676.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15679.359375 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -15679.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15688.317383 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -15688.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15697.717773 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -15697.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15702.327148 Penalty: 524.632385
	Iteration 13Q: 3 clusters Score -15702.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15704.380859 Penalty: 524.632385
	Iteration 14Q: 3 clusters Score -15704.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15708.165039 Penalty: 524.632385
	Iteration 15Q: 3 clusters Score -15708.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15719.568359 Penalty: 524.632385
	Iteration 16Q: 3 clusters Score -15719.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15724.189453 Penalty: 524.632385
	Iteration 17Q: 3 clusters Score -15724.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15726.790039 Penalty: 524.632385
	Iteration 18Q: 3 clusters Score -15726.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15727.688477 Penalty: 524.632385
	Iteration 19Q: 3 clusters Score -15727.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15727.688477 Penalty: 524.632385
	Iteration 20F: 3 clusters Score -15727.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -51817.238281 Penalty: 317.593445
	Iteration 0F: 2 clusters Score -51817.24 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 534 members 
Entering Unmasked Estep 
Score: -50947.820312 Penalty: 635.186890
	Iteration 0F: 3 clusters Score -50947.82 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -51171.492188 Penalty: 635.186890
	Iteration 1F: 3 clusters Score -51171.49 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -51214.199219 Penalty: 635.186890
	Iteration 2F: 3 clusters Score -51214.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -51244.355469 Penalty: 635.186890
	Iteration 3F: 3 clusters Score -51244.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -51273.320312 Penalty: 635.186890
	Iteration 4Q: 3 clusters Score -51273.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -51302.984375 Penalty: 635.186890
	Iteration 5Q: 3 clusters Score -51302.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -51337.550781 Penalty: 635.186890
	Iteration 6Q: 3 clusters Score -51337.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -51379.437500 Penalty: 635.186890
	Iteration 7Q: 3 clusters Score -51379.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -51402.316406 Penalty: 635.186890
	Iteration 8Q: 3 clusters Score -51402.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -51422.890625 Penalty: 635.186890
	Iteration 9Q: 3 clusters Score -51422.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -51442.058594 Penalty: 635.186890
	Iteration 10Q: 3 clusters Score -51442.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -51461.339844 Penalty: 635.186890
	Iteration 11Q: 3 clusters Score -51461.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -51484.160156 Penalty: 635.186890
	Iteration 12Q: 3 clusters Score -51484.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -51501.066406 Penalty: 635.186890
	Iteration 13Q: 3 clusters Score -51501.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -51523.285156 Penalty: 635.186890
	Iteration 14Q: 3 clusters Score -51523.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -51548.351562 Penalty: 635.186890
	Iteration 15Q: 3 clusters Score -51548.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -51569.769531 Penalty: 635.186890
	Iteration 16Q: 3 clusters Score -51569.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51585.050781 Penalty: 635.186890
	Iteration 17Q: 3 clusters Score -51585.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51596.023438 Penalty: 635.186890
	Iteration 18Q: 3 clusters Score -51596.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51602.781250 Penalty: 635.186890
	Iteration 19Q: 3 clusters Score -51602.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51607.007812 Penalty: 635.186890
	Iteration 20F: 3 clusters Score -51607.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51609.066406 Penalty: 635.186890
	Iteration 21Q: 3 clusters Score -51609.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51610.863281 Penalty: 635.186890
	Iteration 22Q: 3 clusters Score -51610.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51613.500000 Penalty: 635.186890
	Iteration 23Q: 3 clusters Score -51613.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51613.902344 Penalty: 635.186890
	Iteration 24Q: 3 clusters Score -51613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51614.246094 Penalty: 635.186890
	Iteration 25Q: 3 clusters Score -51614.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51614.246094 Penalty: 635.186890
	Iteration 26F: 3 clusters Score -51614.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -127251.039062 Penalty: 356.320526
	Iteration 0F: 2 clusters Score -127251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -125475.593750 Penalty: 712.641052
	Iteration 0F: 3 clusters Score -125475.6 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -126034.203125 Penalty: 712.641052
	Iteration 1F: 3 clusters Score -126034.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -126091.695312 Penalty: 712.641052
	Iteration 2F: 3 clusters Score -126091.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -126135.593750 Penalty: 712.641052
	Iteration 3Q: 3 clusters Score -126135.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -126179.710938 Penalty: 712.641052
	Iteration 4Q: 3 clusters Score -126179.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -126219.539062 Penalty: 712.641052
	Iteration 5Q: 3 clusters Score -126219.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -126253.671875 Penalty: 712.641052
	Iteration 6Q: 3 clusters Score -126253.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -126297.421875 Penalty: 712.641052
	Iteration 7Q: 3 clusters Score -126297.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -126363.765625 Penalty: 712.641052
	Iteration 8Q: 3 clusters Score -126363.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -126441.757812 Penalty: 712.641052
	Iteration 9Q: 3 clusters Score -126441.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -126522.515625 Penalty: 712.641052
	Iteration 10Q: 3 clusters Score -126522.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -126586.578125 Penalty: 712.641052
	Iteration 11Q: 3 clusters Score -126586.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -126633.656250 Penalty: 712.641052
	Iteration 12Q: 3 clusters Score -126633.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -126678.585938 Penalty: 712.641052
	Iteration 13Q: 3 clusters Score -126678.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126715.210938 Penalty: 712.641052
	Iteration 14Q: 3 clusters Score -126715.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -126740.789062 Penalty: 712.641052
	Iteration 15Q: 3 clusters Score -126740.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126760.679688 Penalty: 712.641052
	Iteration 16Q: 3 clusters Score -126760.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -126780.179688 Penalty: 712.641052
	Iteration 17Q: 3 clusters Score -126780.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -126796.742188 Penalty: 712.641052
	Iteration 18Q: 3 clusters Score -126796.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -126812.164062 Penalty: 712.641052
	Iteration 19Q: 3 clusters Score -126812.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -126825.179688 Penalty: 712.641052
	Iteration 20F: 3 clusters Score -126825.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -126832.164062 Penalty: 712.641052
	Iteration 21Q: 3 clusters Score -126832.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -126841.445312 Penalty: 712.641052
	Iteration 22Q: 3 clusters Score -126841.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -126848.750000 Penalty: 712.641052
	Iteration 23Q: 3 clusters Score -126848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -126855.218750 Penalty: 712.641052
	Iteration 24Q: 3 clusters Score -126855.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -126863.890625 Penalty: 712.641052
	Iteration 25Q: 3 clusters Score -126863.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -126874.335938 Penalty: 712.641052
	Iteration 26Q: 3 clusters Score -126874.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -126881.296875 Penalty: 712.641052
	Iteration 27Q: 3 clusters Score -126881.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -126887.398438 Penalty: 712.641052
	Iteration 28Q: 3 clusters Score -126887.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -126893.250000 Penalty: 712.641052
	Iteration 29Q: 3 clusters Score -126893.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -126896.609375 Penalty: 712.641052
	Iteration 30Q: 3 clusters Score -126896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -126896.828125 Penalty: 712.641052
	Iteration 31Q: 3 clusters Score -126896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -126898.960938 Penalty: 712.641052
	Iteration 32Q: 3 clusters Score -126899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -126902.679688 Penalty: 712.641052
	Iteration 33Q: 3 clusters Score -126902.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -126905.312500 Penalty: 712.641052
	Iteration 34Q: 3 clusters Score -126905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -126907.148438 Penalty: 712.641052
	Iteration 35Q: 3 clusters Score -126907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -126911.250000 Penalty: 712.641052
	Iteration 36Q: 3 clusters Score -126911.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -126914.039062 Penalty: 712.641052
	Iteration 37Q: 3 clusters Score -126914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -126918.093750 Penalty: 712.641052
	Iteration 38Q: 3 clusters Score -126918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -126919.484375 Penalty: 712.641052
	Iteration 39Q: 3 clusters Score -126919.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -126920.976562 Penalty: 712.641052
	Iteration 40F: 3 clusters Score -126921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -126924.156250 Penalty: 712.641052
	Iteration 41Q: 3 clusters Score -126924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -126929.460938 Penalty: 712.641052
	Iteration 42Q: 3 clusters Score -126929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -126931.382812 Penalty: 712.641052
	Iteration 43Q: 3 clusters Score -126931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -126932.578125 Penalty: 712.641052
	Iteration 44Q: 3 clusters Score -126932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -126932.578125 Penalty: 712.641052
	Iteration 45F: 3 clusters Score -126932.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -17288.871094 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -17288.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16928.443359 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -16928.44 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17042.957031 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -17042.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17087.255859 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -17087.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17127.021484 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -17127.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17163.527344 Penalty: 526.607666
	Iteration 4F: 3 clusters Score -17163.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17181.408203 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -17181.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17190.080078 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -17190.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17198.800781 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -17198.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17212.501953 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -17212.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17223.888672 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -17223.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17238.085938 Penalty: 526.607666
	Iteration 10Q: 3 clusters Score -17238.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17251.830078 Penalty: 526.607666
	Iteration 11Q: 3 clusters Score -17251.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17276.996094 Penalty: 526.607666
	Iteration 12Q: 3 clusters Score -17277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17290.871094 Penalty: 526.607666
	Iteration 13Q: 3 clusters Score -17290.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17297.609375 Penalty: 526.607666
	Iteration 14Q: 3 clusters Score -17297.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17302.828125 Penalty: 526.607666
	Iteration 15Q: 3 clusters Score -17302.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17303.193359 Penalty: 526.607666
	Iteration 16Q: 3 clusters Score -17303.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17303.193359 Penalty: 526.607666
	Iteration 17F: 3 clusters Score -17303.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 137447 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 120213 members 
Mstep: Class 4 contains 21292 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32518 members 
Mstep: Class 9 contains 181841 members 
Mstep: Class 10 contains 36918 members 
Mstep: Class 11 contains 26230 members 
Mstep: Class 12 contains 154 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215030 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 54172 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 93385 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 120818 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 6001 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18826 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 170691 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111195 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86713 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38645 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 545 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95783 members 
Mstep: Class 51 contains 2180 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2518 members 
Mstep: Class 56 contains 172 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 261770 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 56942 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
Score: -90779056.000000 Penalty: 50770.378906
Splitting cluster 56 changes total score from -90781568.000000 to -90779056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -17711.746094 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -17711.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17336.703125 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -17336.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17424.800781 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -17424.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17437.998047 Penalty: 530.967773
	Iteration 2Q: 3 clusters Score -17438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17448.263672 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -17448.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17452.388672 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -17452.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17452.673828 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -17452.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17453.064453 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -17453.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17453.652344 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -17453.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17454.390625 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -17454.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17456.291016 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -17456.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17458.785156 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -17458.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17460.275391 Penalty: 530.967773
	Iteration 11Q: 3 clusters Score -17460.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17460.589844 Penalty: 530.967773
	Iteration 12Q: 3 clusters Score -17460.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17462.392578 Penalty: 530.967773
	Iteration 13Q: 3 clusters Score -17462.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17463.039062 Penalty: 530.967773
	Iteration 14Q: 3 clusters Score -17463.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17463.039062 Penalty: 530.967773
	Iteration 15F: 3 clusters Score -17463.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3954.175293 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3954.175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3771.944824 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3771.945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3823.938477 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3823.938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3832.247314 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -3832.247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3846.767090 Penalty: 398.764435
	Iteration 3Q: 3 clusters Score -3846.767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3857.472900 Penalty: 398.764435
	Iteration 4Q: 3 clusters Score -3857.473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3857.472900 Penalty: 398.764435
	Iteration 5F: 3 clusters Score -3857.473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Entering Unmasked Estep 
Score: -339477.000000 Penalty: 401.200500
	Iteration 0F: 2 clusters Score -339477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -334880.375000 Penalty: 802.401001
	Iteration 0F: 3 clusters Score -334880.4 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -336630.531250 Penalty: 802.401001
	Iteration 1F: 3 clusters Score -336630.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -336853.843750 Penalty: 802.401001
	Iteration 2F: 3 clusters Score -336853.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -337087.531250 Penalty: 802.401001
	Iteration 3F: 3 clusters Score -337087.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -337327.750000 Penalty: 802.401001
	Iteration 4F: 3 clusters Score -337327.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -337603.593750 Penalty: 802.401001
	Iteration 5F: 3 clusters Score -337603.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -337858.375000 Penalty: 802.401001
	Iteration 6F: 3 clusters Score -337858.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -338155.906250 Penalty: 802.401001
	Iteration 7F: 3 clusters Score -338155.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -338397.593750 Penalty: 802.401001
	Iteration 8Q: 3 clusters Score -338397.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -338536.375000 Penalty: 802.401001
	Iteration 9Q: 3 clusters Score -338536.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -338613.593750 Penalty: 802.401001
	Iteration 10Q: 3 clusters Score -338613.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -338669.093750 Penalty: 802.401001
	Iteration 11Q: 3 clusters Score -338669.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -338711.718750 Penalty: 802.401001
	Iteration 12Q: 3 clusters Score -338711.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -338750.187500 Penalty: 802.401001
	Iteration 13Q: 3 clusters Score -338750.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -338783.343750 Penalty: 802.401001
	Iteration 14Q: 3 clusters Score -338783.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -338808.750000 Penalty: 802.401001
	Iteration 15Q: 3 clusters Score -338808.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -338828.750000 Penalty: 802.401001
	Iteration 16Q: 3 clusters Score -338828.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -338854.093750 Penalty: 802.401001
	Iteration 17Q: 3 clusters Score -338854.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -338872.750000 Penalty: 802.401001
	Iteration 18Q: 3 clusters Score -338872.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -338890.156250 Penalty: 802.401001
	Iteration 19Q: 3 clusters Score -338890.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -338909.406250 Penalty: 802.401001
	Iteration 20F: 3 clusters Score -338909.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -338930.468750 Penalty: 802.401001
	Iteration 21Q: 3 clusters Score -338930.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -338946.937500 Penalty: 802.401001
	Iteration 22Q: 3 clusters Score -338946.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -338963.156250 Penalty: 802.401001
	Iteration 23Q: 3 clusters Score -338963.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -338978.937500 Penalty: 802.401001
	Iteration 24Q: 3 clusters Score -338978.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -338996.406250 Penalty: 802.401001
	Iteration 25Q: 3 clusters Score -338996.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -339015.375000 Penalty: 802.401001
	Iteration 26Q: 3 clusters Score -339015.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -339036.687500 Penalty: 802.401001
	Iteration 27Q: 3 clusters Score -339036.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -339058.625000 Penalty: 802.401001
	Iteration 28Q: 3 clusters Score -339058.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -339078.812500 Penalty: 802.401001
	Iteration 29Q: 3 clusters Score -339078.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -339094.593750 Penalty: 802.401001
	Iteration 30Q: 3 clusters Score -339094.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -339110.062500 Penalty: 802.401001
	Iteration 31Q: 3 clusters Score -339110.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -339127.750000 Penalty: 802.401001
	Iteration 32Q: 3 clusters Score -339127.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -339149.625000 Penalty: 802.401001
	Iteration 33Q: 3 clusters Score -339149.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -339175.125000 Penalty: 802.401001
	Iteration 34Q: 3 clusters Score -339175.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -339193.281250 Penalty: 802.401001
	Iteration 35Q: 3 clusters Score -339193.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -339208.218750 Penalty: 802.401001
	Iteration 36Q: 3 clusters Score -339208.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -339220.812500 Penalty: 802.401001
	Iteration 37Q: 3 clusters Score -339220.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -339226.468750 Penalty: 802.401001
	Iteration 38Q: 3 clusters Score -339226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -339228.468750 Penalty: 802.401001
	Iteration 39Q: 3 clusters Score -339228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -339229.156250 Penalty: 802.401001
	Iteration 40F: 3 clusters Score -339229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -339229.562500 Penalty: 802.401001
	Iteration 41Q: 3 clusters Score -339229.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -339229.562500 Penalty: 802.401001
	Iteration 42F: 3 clusters Score -339229.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -5859.631348 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -5859.631 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 71 members 
Entering Unmasked Estep 
Score: -5611.171387 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -5611.171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5658.641602 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -5658.642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5670.428223 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -5670.428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5671.541016 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -5671.541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5671.541016 Penalty: 457.769867
	Iteration 4F: 3 clusters Score -5671.541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7097.948242 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7097.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6854.085938 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6854.086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6898.155762 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6898.156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6918.372070 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6918.372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6943.536621 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -6943.537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6963.702148 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -6963.702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6970.558594 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6970.559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6989.713867 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6989.714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6991.624512 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -6991.625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7003.298828 Penalty: 448.380096
	Iteration 8Q: 3 clusters Score -7003.299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7008.882812 Penalty: 448.380096
	Iteration 9Q: 3 clusters Score -7008.883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7011.161133 Penalty: 448.380096
	Iteration 10Q: 3 clusters Score -7011.161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7011.161133 Penalty: 448.380096
	Iteration 11F: 3 clusters Score -7011.161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4009.663574 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4009.664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3806.626221 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -3806.626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3869.485840 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -3869.486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3903.171387 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -3903.171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3924.176758 Penalty: 412.466553
	Iteration 3Q: 3 clusters Score -3924.177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3924.176758 Penalty: 412.466553
	Iteration 4F: 3 clusters Score -3924.177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7796.880859 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7796.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7529.151855 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7529.152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7573.002441 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7573.002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7596.145020 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7596.145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7605.003418 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7605.003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7610.026855 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7610.027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7613.309082 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -7613.309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7618.155762 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -7618.156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7624.513672 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -7624.514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7624.513672 Penalty: 458.362671
	Iteration 8F: 3 clusters Score -7624.514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -28721.910156 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -28721.91 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 279 members 
Entering Unmasked Estep 
Score: -28207.845703 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -28207.85 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28414.890625 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -28414.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28487.341797 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -28487.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28526.507812 Penalty: 579.348816
	Iteration 3Q: 3 clusters Score -28526.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28543.869141 Penalty: 579.348816
	Iteration 4Q: 3 clusters Score -28543.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28562.970703 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -28562.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28569.394531 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -28569.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28574.972656 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -28574.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28578.859375 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -28578.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28579.935547 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -28579.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28581.195312 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -28581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28581.628906 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -28581.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28581.628906 Penalty: 579.348816
	Iteration 12F: 3 clusters Score -28581.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -18857.792969 Penalty: 270.990601
	Iteration 0F: 2 clusters Score -18857.79 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 199 members 
Entering Unmasked Estep 
Score: -18437.955078 Penalty: 541.981201
	Iteration 0F: 3 clusters Score -18437.96 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18554.904297 Penalty: 541.981201
	Iteration 1F: 3 clusters Score -18554.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18588.482422 Penalty: 541.981201
	Iteration 2F: 3 clusters Score -18588.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18628.367188 Penalty: 541.981201
	Iteration 3F: 3 clusters Score -18628.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18657.027344 Penalty: 541.981201
	Iteration 4F: 3 clusters Score -18657.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18678.121094 Penalty: 541.981201
	Iteration 5Q: 3 clusters Score -18678.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18692.748047 Penalty: 541.981201
	Iteration 6Q: 3 clusters Score -18692.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18704.322266 Penalty: 541.981201
	Iteration 7Q: 3 clusters Score -18704.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18707.490234 Penalty: 541.981201
	Iteration 8Q: 3 clusters Score -18707.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18709.136719 Penalty: 541.981201
	Iteration 9Q: 3 clusters Score -18709.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18711.386719 Penalty: 541.981201
	Iteration 10Q: 3 clusters Score -18711.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18711.386719 Penalty: 541.981201
	Iteration 11F: 3 clusters Score -18711.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (261770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261770 members 
Entering Unmasked Estep 
Score: -12984202.000000 Penalty: 567.622559
	Iteration 0F: 2 clusters Score -1.29842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130718 members 
Mstep: Class 2 contains 131052 members 
Entering Unmasked Estep 
Score: -12842917.000000 Penalty: 1135.245117
	Iteration 0F: 3 clusters Score -1.284292e+07 nChanged 129402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116302 members 
Mstep: Class 2 contains 145468 members 
Entering Unmasked Estep 
Score: -12929124.000000 Penalty: 1135.245117
	Iteration 1F: 3 clusters Score -1.292912e+07 nChanged 19031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 153885 members 
Entering Unmasked Estep 
Score: -12938711.000000 Penalty: 1135.245117
	Iteration 2F: 3 clusters Score -1.293871e+07 nChanged 19869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 162214 members 
Entering Unmasked Estep 
Score: -12951295.000000 Penalty: 1135.245117
	Iteration 3F: 3 clusters Score -1.29513e+07 nChanged 18642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93704 members 
Mstep: Class 2 contains 168066 members 
Entering Unmasked Estep 
Score: -12965452.000000 Penalty: 1135.245117
	Iteration 4F: 3 clusters Score -1.296545e+07 nChanged 15388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90260 members 
Mstep: Class 2 contains 171510 members 
Entering Unmasked Estep 
Score: -12975182.000000 Penalty: 1135.245117
	Iteration 5F: 3 clusters Score -1.297518e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88323 members 
Mstep: Class 2 contains 173447 members 
Entering Unmasked Estep 
Score: -12978972.000000 Penalty: 1135.245117
	Iteration 6Q: 3 clusters Score -1.297897e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86681 members 
Mstep: Class 2 contains 175089 members 
Entering Unmasked Estep 
Score: -12979967.000000 Penalty: 1135.245117
	Iteration 7Q: 3 clusters Score -1.297997e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 177033 members 
Entering Unmasked Estep 
Score: -12980400.000000 Penalty: 1135.245117
	Iteration 8Q: 3 clusters Score -1.29804e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 179463 members 
Entering Unmasked Estep 
Score: -12980976.000000 Penalty: 1135.245117
	Iteration 9Q: 3 clusters Score -1.298098e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 182469 members 
Entering Unmasked Estep 
Score: -12981540.000000 Penalty: 1135.245117
	Iteration 10Q: 3 clusters Score -1.298154e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 185974 members 
Entering Unmasked Estep 
Score: -12982083.000000 Penalty: 1135.245117
	Iteration 11Q: 3 clusters Score -1.298208e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71823 members 
Mstep: Class 2 contains 189947 members 
Entering Unmasked Estep 
Score: -12982461.000000 Penalty: 1135.245117
	Iteration 12Q: 3 clusters Score -1.298246e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 194518 members 
Entering Unmasked Estep 
Score: -12982959.000000 Penalty: 1135.245117
	Iteration 13Q: 3 clusters Score -1.298296e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 199478 members 
Entering Unmasked Estep 
Score: -12983226.000000 Penalty: 1135.245117
	Iteration 14Q: 3 clusters Score -1.298323e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 204716 members 
Entering Unmasked Estep 
Score: -12986357.000000 Penalty: 1135.245117
	Iteration 15Q: 3 clusters Score -1.298636e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 211313 members 
Entering Unmasked Estep 
Score: -12990221.000000 Penalty: 1135.245117
	Iteration 16Q: 3 clusters Score -1.299022e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 220145 members 
Entering Unmasked Estep 
Score: -12992470.000000 Penalty: 1135.245117
	Iteration 17Q: 3 clusters Score -1.299247e+07 nChanged 11274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 231419 members 
Entering Unmasked Estep 
Score: -12992297.000000 Penalty: 1135.245117
	Iteration 18Q: 3 clusters Score -1.29923e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 243316 members 
Entering Unmasked Estep 
Score: -12989006.000000 Penalty: 1135.245117
	Iteration 19Q: 3 clusters Score -1.298901e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 252571 members 
Entering Unmasked Estep 
Score: -12987696.000000 Penalty: 1135.245117
	Iteration 20F: 3 clusters Score -1.29877e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 259435 members 
Entering Unmasked Estep 
Score: -12984867.000000 Penalty: 1135.245117
	Iteration 21Q: 3 clusters Score -1.298487e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 261360 members 
Entering Unmasked Estep 
Score: -12983880.000000 Penalty: 1135.245117
	Iteration 22Q: 3 clusters Score -1.298388e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 261671 members 
Entering Unmasked Estep 
Score: -12983741.000000 Penalty: 1135.245117
	Iteration 23Q: 3 clusters Score -1.298374e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 261722 members 
Entering Unmasked Estep 
Score: -12983720.000000 Penalty: 1135.245117
	Iteration 24Q: 3 clusters Score -1.298372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 261726 members 
Entering Unmasked Estep 
Score: -12983739.000000 Penalty: 1135.245117
	Iteration 25Q: 3 clusters Score -1.298374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 261725 members 
Entering Unmasked Estep 
Score: -12983744.000000 Penalty: 1135.245117
	Iteration 26Q: 3 clusters Score -1.298374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 261724 members 
Entering Unmasked Estep 
Score: -12983752.000000 Penalty: 1135.245117
	Iteration 27Q: 3 clusters Score -1.298375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 261723 members 
Entering Unmasked Estep 
Score: -12983754.000000 Penalty: 1135.245117
	Iteration 28Q: 3 clusters Score -1.298375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 261722 members 
Entering Unmasked Estep 
Score: -12983761.000000 Penalty: 1135.245117
	Iteration 29Q: 3 clusters Score -1.298376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 261722 members 
Entering Unmasked Estep 
Score: -12983761.000000 Penalty: 1135.245117
	Iteration 30F: 3 clusters Score -1.298376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -40268.320312 Penalty: 303.978882
	Iteration 0F: 2 clusters Score -40268.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39586.621094 Penalty: 607.957764
	Iteration 0F: 3 clusters Score -39586.62 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -39807.507812 Penalty: 607.957764
	Iteration 1F: 3 clusters Score -39807.51 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -39851.511719 Penalty: 607.957764
	Iteration 2F: 3 clusters Score -39851.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39869.917969 Penalty: 607.957764
	Iteration 3Q: 3 clusters Score -39869.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39884.453125 Penalty: 607.957764
	Iteration 4Q: 3 clusters Score -39884.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39899.855469 Penalty: 607.957764
	Iteration 5Q: 3 clusters Score -39899.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -39915.871094 Penalty: 607.957764
	Iteration 6Q: 3 clusters Score -39915.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39933.929688 Penalty: 607.957764
	Iteration 7Q: 3 clusters Score -39933.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -39944.707031 Penalty: 607.957764
	Iteration 8Q: 3 clusters Score -39944.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -39956.949219 Penalty: 607.957764
	Iteration 9Q: 3 clusters Score -39956.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39963.726562 Penalty: 607.957764
	Iteration 10Q: 3 clusters Score -39963.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -39970.781250 Penalty: 607.957764
	Iteration 11Q: 3 clusters Score -39970.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -39979.472656 Penalty: 607.957764
	Iteration 12Q: 3 clusters Score -39979.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -39993.234375 Penalty: 607.957764
	Iteration 13Q: 3 clusters Score -39993.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40006.738281 Penalty: 607.957764
	Iteration 14Q: 3 clusters Score -40006.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40013.429688 Penalty: 607.957764
	Iteration 15Q: 3 clusters Score -40013.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40014.867188 Penalty: 607.957764
	Iteration 16Q: 3 clusters Score -40014.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40017.652344 Penalty: 607.957764
	Iteration 17Q: 3 clusters Score -40017.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40020.070312 Penalty: 607.957764
	Iteration 18Q: 3 clusters Score -40020.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40021.410156 Penalty: 607.957764
	Iteration 19Q: 3 clusters Score -40021.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40021.707031 Penalty: 607.957764
	Iteration 20F: 3 clusters Score -40021.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40021.839844 Penalty: 607.957764
	Iteration 21Q: 3 clusters Score -40021.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40021.839844 Penalty: 607.957764
	Iteration 22F: 3 clusters Score -40021.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -24050.294922 Penalty: 284.021149
	Iteration 0F: 2 clusters Score -24050.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23573.447266 Penalty: 568.042297
	Iteration 0F: 3 clusters Score -23573.45 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23744.851562 Penalty: 568.042297
	Iteration 1F: 3 clusters Score -23744.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23783.863281 Penalty: 568.042297
	Iteration 2F: 3 clusters Score -23783.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23801.488281 Penalty: 568.042297
	Iteration 3Q: 3 clusters Score -23801.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23823.945312 Penalty: 568.042297
	Iteration 4Q: 3 clusters Score -23823.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23857.597656 Penalty: 568.042297
	Iteration 5Q: 3 clusters Score -23857.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23876.564453 Penalty: 568.042297
	Iteration 6Q: 3 clusters Score -23876.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23887.832031 Penalty: 568.042297
	Iteration 7Q: 3 clusters Score -23887.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23895.041016 Penalty: 568.042297
	Iteration 8Q: 3 clusters Score -23895.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23898.322266 Penalty: 568.042297
	Iteration 9Q: 3 clusters Score -23898.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23900.945312 Penalty: 568.042297
	Iteration 10Q: 3 clusters Score -23900.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23903.763672 Penalty: 568.042297
	Iteration 11Q: 3 clusters Score -23903.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23905.615234 Penalty: 568.042297
	Iteration 12Q: 3 clusters Score -23905.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23906.656250 Penalty: 568.042297
	Iteration 13Q: 3 clusters Score -23906.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23907.035156 Penalty: 568.042297
	Iteration 14Q: 3 clusters Score -23907.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23907.296875 Penalty: 568.042297
	Iteration 15Q: 3 clusters Score -23907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23907.730469 Penalty: 568.042297
	Iteration 16Q: 3 clusters Score -23907.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23909.648438 Penalty: 568.042297
	Iteration 17Q: 3 clusters Score -23909.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23913.523438 Penalty: 568.042297
	Iteration 18Q: 3 clusters Score -23913.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23917.736328 Penalty: 568.042297
	Iteration 19Q: 3 clusters Score -23917.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23922.187500 Penalty: 568.042297
	Iteration 20F: 3 clusters Score -23922.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23936.429688 Penalty: 568.042297
	Iteration 21Q: 3 clusters Score -23936.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23947.103516 Penalty: 568.042297
	Iteration 22Q: 3 clusters Score -23947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23951.501953 Penalty: 568.042297
	Iteration 23Q: 3 clusters Score -23951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23951.669922 Penalty: 568.042297
	Iteration 24Q: 3 clusters Score -23951.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23952.000000 Penalty: 568.042297
	Iteration 25Q: 3 clusters Score -23952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23952.000000 Penalty: 568.042297
	Iteration 26F: 3 clusters Score -23952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (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: -12719.709961 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -12719.71 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 110 members 
Entering Unmasked Estep 
Score: -12394.916016 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -12394.92 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12507.000977 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -12507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12525.415039 Penalty: 502.452942
	Iteration 2Q: 3 clusters Score -12525.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12536.370117 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -12536.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12538.739258 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -12538.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12540.835938 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -12540.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12542.835938 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -12542.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12543.904297 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -12543.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12543.904297 Penalty: 502.452942
	Iteration 8F: 3 clusters Score -12543.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -36535.035156 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -36535.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35919.031250 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -35919.03 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36118.832031 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -36118.83 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36182.433594 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -36182.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36221.929688 Penalty: 598.077759
	Iteration 3F: 3 clusters Score -36221.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36240.359375 Penalty: 598.077759
	Iteration 4Q: 3 clusters Score -36240.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36252.015625 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -36252.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36259.792969 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -36259.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36264.222656 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -36264.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36268.371094 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -36268.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36274.437500 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -36274.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36280.812500 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -36280.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36284.445312 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -36284.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36286.445312 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -36286.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36288.355469 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -36288.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36291.406250 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -36291.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36293.351562 Penalty: 598.077759
	Iteration 15Q: 3 clusters Score -36293.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36295.421875 Penalty: 598.077759
	Iteration 16Q: 3 clusters Score -36295.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36299.914062 Penalty: 598.077759
	Iteration 17Q: 3 clusters Score -36299.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36301.355469 Penalty: 598.077759
	Iteration 18Q: 3 clusters Score -36301.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36302.828125 Penalty: 598.077759
	Iteration 19Q: 3 clusters Score -36302.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36304.101562 Penalty: 598.077759
	Iteration 20F: 3 clusters Score -36304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36305.242188 Penalty: 598.077759
	Iteration 21Q: 3 clusters Score -36305.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36305.750000 Penalty: 598.077759
	Iteration 22Q: 3 clusters Score -36305.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36306.171875 Penalty: 598.077759
	Iteration 23Q: 3 clusters Score -36306.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36307.273438 Penalty: 598.077759
	Iteration 24Q: 3 clusters Score -36307.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36310.039062 Penalty: 598.077759
	Iteration 25Q: 3 clusters Score -36310.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36312.054688 Penalty: 598.077759
	Iteration 26Q: 3 clusters Score -36312.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36315.644531 Penalty: 598.077759
	Iteration 27Q: 3 clusters Score -36315.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36317.906250 Penalty: 598.077759
	Iteration 28Q: 3 clusters Score -36317.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36322.847656 Penalty: 598.077759
	Iteration 29Q: 3 clusters Score -36322.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36333.570312 Penalty: 598.077759
	Iteration 30Q: 3 clusters Score -36333.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36343.406250 Penalty: 598.077759
	Iteration 31Q: 3 clusters Score -36343.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36350.339844 Penalty: 598.077759
	Iteration 32Q: 3 clusters Score -36350.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36358.285156 Penalty: 598.077759
	Iteration 33Q: 3 clusters Score -36358.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36363.589844 Penalty: 598.077759
	Iteration 34Q: 3 clusters Score -36363.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36366.488281 Penalty: 598.077759
	Iteration 35Q: 3 clusters Score -36366.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36368.445312 Penalty: 598.077759
	Iteration 36Q: 3 clusters Score -36368.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36369.273438 Penalty: 598.077759
	Iteration 37Q: 3 clusters Score -36369.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36369.273438 Penalty: 598.077759
	Iteration 38F: 3 clusters Score -36369.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -5700.685547 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -5700.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5515.472656 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -5515.473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5565.245605 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -5565.246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5584.181152 Penalty: 433.357849
	Iteration 2F: 3 clusters Score -5584.181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5600.479980 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -5600.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5615.217285 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -5615.217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5620.188477 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -5620.188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5620.188477 Penalty: 433.357849
	Iteration 6F: 3 clusters Score -5620.188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -8465.330078 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -8465.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8208.181641 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -8208.182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8273.077148 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -8273.077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8294.530273 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -8294.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8300.336914 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -8300.337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8304.598633 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -8304.599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8309.436523 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -8309.437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8312.705078 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -8312.705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8312.705078 Penalty: 469.474030
	Iteration 7F: 3 clusters Score -8312.705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -65273.140625 Penalty: 328.259949
	Iteration 0F: 2 clusters Score -65273.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -64238.355469 Penalty: 656.519897
	Iteration 0F: 3 clusters Score -64238.36 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -64530.175781 Penalty: 656.519897
	Iteration 1F: 3 clusters Score -64530.18 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -64589.730469 Penalty: 656.519897
	Iteration 2F: 3 clusters Score -64589.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -64617.234375 Penalty: 656.519897
	Iteration 3Q: 3 clusters Score -64617.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -64637.960938 Penalty: 656.519897
	Iteration 4Q: 3 clusters Score -64637.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -64651.960938 Penalty: 656.519897
	Iteration 5Q: 3 clusters Score -64651.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -64663.687500 Penalty: 656.519897
	Iteration 6Q: 3 clusters Score -64663.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -64679.640625 Penalty: 656.519897
	Iteration 7Q: 3 clusters Score -64679.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -64704.234375 Penalty: 656.519897
	Iteration 8Q: 3 clusters Score -64704.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -64720.339844 Penalty: 656.519897
	Iteration 9Q: 3 clusters Score -64720.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -64737.851562 Penalty: 656.519897
	Iteration 10Q: 3 clusters Score -64737.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -64761.484375 Penalty: 656.519897
	Iteration 11Q: 3 clusters Score -64761.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -64781.250000 Penalty: 656.519897
	Iteration 12Q: 3 clusters Score -64781.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -64797.574219 Penalty: 656.519897
	Iteration 13Q: 3 clusters Score -64797.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -64816.679688 Penalty: 656.519897
	Iteration 14Q: 3 clusters Score -64816.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -64838.214844 Penalty: 656.519897
	Iteration 15Q: 3 clusters Score -64838.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -64858.105469 Penalty: 656.519897
	Iteration 16Q: 3 clusters Score -64858.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -64877.585938 Penalty: 656.519897
	Iteration 17Q: 3 clusters Score -64877.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -64896.359375 Penalty: 656.519897
	Iteration 18Q: 3 clusters Score -64896.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -64917.015625 Penalty: 656.519897
	Iteration 19Q: 3 clusters Score -64917.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -64936.781250 Penalty: 656.519897
	Iteration 20F: 3 clusters Score -64936.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -64956.906250 Penalty: 656.519897
	Iteration 21Q: 3 clusters Score -64956.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -64975.433594 Penalty: 656.519897
	Iteration 22Q: 3 clusters Score -64975.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -64981.902344 Penalty: 656.519897
	Iteration 23Q: 3 clusters Score -64981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -64984.609375 Penalty: 656.519897
	Iteration 24Q: 3 clusters Score -64984.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -64986.980469 Penalty: 656.519897
	Iteration 25Q: 3 clusters Score -64986.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -64987.871094 Penalty: 656.519897
	Iteration 26Q: 3 clusters Score -64987.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -64988.843750 Penalty: 656.519897
	Iteration 27Q: 3 clusters Score -64988.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -64990.039062 Penalty: 656.519897
	Iteration 28Q: 3 clusters Score -64990.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -64991.855469 Penalty: 656.519897
	Iteration 29Q: 3 clusters Score -64991.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -64993.816406 Penalty: 656.519897
	Iteration 30Q: 3 clusters Score -64993.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -64995.496094 Penalty: 656.519897
	Iteration 31Q: 3 clusters Score -64995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -64997.734375 Penalty: 656.519897
	Iteration 32Q: 3 clusters Score -64997.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -64998.394531 Penalty: 656.519897
	Iteration 33Q: 3 clusters Score -64998.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -64999.218750 Penalty: 656.519897
	Iteration 34Q: 3 clusters Score -64999.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -64999.609375 Penalty: 656.519897
	Iteration 35Q: 3 clusters Score -64999.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -64999.609375 Penalty: 656.519897
	Iteration 36F: 3 clusters Score -64999.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -12375.775391 Penalty: 273.735138
	Iteration 0F: 2 clusters Score -12375.78 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 210 members 
Entering Unmasked Estep 
Score: -11939.537109 Penalty: 547.470276
	Iteration 0F: 3 clusters Score -11939.54 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -12070.637695 Penalty: 547.470276
	Iteration 1F: 3 clusters Score -12070.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12116.931641 Penalty: 547.470276
	Iteration 2F: 3 clusters Score -12116.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12144.442383 Penalty: 547.470276
	Iteration 3F: 3 clusters Score -12144.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12173.666992 Penalty: 547.470276
	Iteration 4F: 3 clusters Score -12173.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12192.858398 Penalty: 547.470276
	Iteration 5Q: 3 clusters Score -12192.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12200.376953 Penalty: 547.470276
	Iteration 6Q: 3 clusters Score -12200.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12204.833984 Penalty: 547.470276
	Iteration 7Q: 3 clusters Score -12204.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12211.805664 Penalty: 547.470276
	Iteration 8Q: 3 clusters Score -12211.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -12217.179688 Penalty: 547.470276
	Iteration 9Q: 3 clusters Score -12217.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -12218.298828 Penalty: 547.470276
	Iteration 10Q: 3 clusters Score -12218.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12219.227539 Penalty: 547.470276
	Iteration 11Q: 3 clusters Score -12219.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12219.641602 Penalty: 547.470276
	Iteration 12Q: 3 clusters Score -12219.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12219.641602 Penalty: 547.470276
	Iteration 13F: 3 clusters Score -12219.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (56942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Entering Unmasked Estep 
Score: -2903097.500000 Penalty: 498.215363
	Iteration 0F: 2 clusters Score -2903098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -2864769.750000 Penalty: 996.430725
	Iteration 0F: 3 clusters Score -2864770 nChanged 27644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -2881860.000000 Penalty: 996.430725
	Iteration 1F: 3 clusters Score -2881860 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -2883238.000000 Penalty: 996.430725
	Iteration 2Q: 3 clusters Score -2883238 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -2885369.500000 Penalty: 996.430725
	Iteration 3F: 3 clusters Score -2885370 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -2888223.500000 Penalty: 996.430725
	Iteration 4F: 3 clusters Score -2888224 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -2891083.250000 Penalty: 996.430725
	Iteration 5F: 3 clusters Score -2891083 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -2892470.500000 Penalty: 996.430725
	Iteration 6F: 3 clusters Score -2892470 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -2892869.000000 Penalty: 996.430725
	Iteration 7Q: 3 clusters Score -2892869 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2893036.000000 Penalty: 996.430725
	Iteration 8Q: 3 clusters Score -2893036 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -2893151.500000 Penalty: 996.430725
	Iteration 9Q: 3 clusters Score -2893152 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -2893223.500000 Penalty: 996.430725
	Iteration 10Q: 3 clusters Score -2893224 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -2893315.250000 Penalty: 996.430725
	Iteration 11Q: 3 clusters Score -2893315 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -2893413.500000 Penalty: 996.430725
	Iteration 12Q: 3 clusters Score -2893414 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2893499.000000 Penalty: 996.430725
	Iteration 13Q: 3 clusters Score -2893499 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -2893595.250000 Penalty: 996.430725
	Iteration 14Q: 3 clusters Score -2893595 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -2893669.250000 Penalty: 996.430725
	Iteration 15Q: 3 clusters Score -2893669 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2893753.750000 Penalty: 996.430725
	Iteration 16Q: 3 clusters Score -2893754 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2893841.250000 Penalty: 996.430725
	Iteration 17Q: 3 clusters Score -2893841 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2893919.000000 Penalty: 996.430725
	Iteration 18Q: 3 clusters Score -2893919 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2894011.000000 Penalty: 996.430725
	Iteration 19Q: 3 clusters Score -2894011 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2894109.250000 Penalty: 996.430725
	Iteration 20F: 3 clusters Score -2894109 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2894222.250000 Penalty: 996.430725
	Iteration 21Q: 3 clusters Score -2894222 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2894367.250000 Penalty: 996.430725
	Iteration 22Q: 3 clusters Score -2894367 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2894527.250000 Penalty: 996.430725
	Iteration 23Q: 3 clusters Score -2894527 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2894727.250000 Penalty: 996.430725
	Iteration 24Q: 3 clusters Score -2894727 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2894952.500000 Penalty: 996.430725
	Iteration 25Q: 3 clusters Score -2894952 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2895241.000000 Penalty: 996.430725
	Iteration 26Q: 3 clusters Score -2895241 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2895546.750000 Penalty: 996.430725
	Iteration 27Q: 3 clusters Score -2895547 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2895943.750000 Penalty: 996.430725
	Iteration 28Q: 3 clusters Score -2895944 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2896399.750000 Penalty: 996.430725
	Iteration 29Q: 3 clusters Score -2896400 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2896892.750000 Penalty: 996.430725
	Iteration 30Q: 3 clusters Score -2896893 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2897406.250000 Penalty: 996.430725
	Iteration 31Q: 3 clusters Score -2897406 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2897951.500000 Penalty: 996.430725
	Iteration 32Q: 3 clusters Score -2897952 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2898444.750000 Penalty: 996.430725
	Iteration 33Q: 3 clusters Score -2898445 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2898964.000000 Penalty: 996.430725
	Iteration 34Q: 3 clusters Score -2898964 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2899396.750000 Penalty: 996.430725
	Iteration 35Q: 3 clusters Score -2899397 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2899767.500000 Penalty: 996.430725
	Iteration 36Q: 3 clusters Score -2899768 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2900084.750000 Penalty: 996.430725
	Iteration 37Q: 3 clusters Score -2900085 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2900370.750000 Penalty: 996.430725
	Iteration 38Q: 3 clusters Score -2900371 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2900637.750000 Penalty: 996.430725
	Iteration 39Q: 3 clusters Score -2900638 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2900899.000000 Penalty: 996.430725
	Iteration 40F: 3 clusters Score -2900899 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2901117.000000 Penalty: 996.430725
	Iteration 41Q: 3 clusters Score -2901117 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2901324.500000 Penalty: 996.430725
	Iteration 42Q: 3 clusters Score -2901324 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2901499.000000 Penalty: 996.430725
	Iteration 43Q: 3 clusters Score -2901499 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2901654.500000 Penalty: 996.430725
	Iteration 44Q: 3 clusters Score -2901654 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2901785.250000 Penalty: 996.430725
	Iteration 45Q: 3 clusters Score -2901785 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2901906.500000 Penalty: 996.430725
	Iteration 46Q: 3 clusters Score -2901906 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2902030.500000 Penalty: 996.430725
	Iteration 47Q: 3 clusters Score -2902030 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2902104.000000 Penalty: 996.430725
	Iteration 48Q: 3 clusters Score -2902104 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2902177.000000 Penalty: 996.430725
	Iteration 49Q: 3 clusters Score -2902177 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2902250.000000 Penalty: 996.430725
	Iteration 50Q: 3 clusters Score -2902250 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2902304.250000 Penalty: 996.430725
	Iteration 51Q: 3 clusters Score -2902304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2902364.250000 Penalty: 996.430725
	Iteration 52Q: 3 clusters Score -2902364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2902402.000000 Penalty: 996.430725
	Iteration 53Q: 3 clusters Score -2902402 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2902447.500000 Penalty: 996.430725
	Iteration 54Q: 3 clusters Score -2902448 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2902467.250000 Penalty: 996.430725
	Iteration 55Q: 3 clusters Score -2902467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2902491.750000 Penalty: 996.430725
	Iteration 56Q: 3 clusters Score -2902492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2902511.250000 Penalty: 996.430725
	Iteration 57Q: 3 clusters Score -2902511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2902530.750000 Penalty: 996.430725
	Iteration 58Q: 3 clusters Score -2902531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2902549.500000 Penalty: 996.430725
	Iteration 59Q: 3 clusters Score -2902550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2902555.000000 Penalty: 996.430725
	Iteration 60F: 3 clusters Score -2902555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2902560.000000 Penalty: 996.430725
	Iteration 61Q: 3 clusters Score -2902560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2902569.250000 Penalty: 996.430725
	Iteration 62Q: 3 clusters Score -2902569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2902575.250000 Penalty: 996.430725
	Iteration 63Q: 3 clusters Score -2902575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2902583.000000 Penalty: 996.430725
	Iteration 64Q: 3 clusters Score -2902583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2902593.750000 Penalty: 996.430725
	Iteration 65Q: 3 clusters Score -2902594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2902598.250000 Penalty: 996.430725
	Iteration 66Q: 3 clusters Score -2902598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2902614.250000 Penalty: 996.430725
	Iteration 67Q: 3 clusters Score -2902614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2902628.500000 Penalty: 996.430725
	Iteration 68Q: 3 clusters Score -2902628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2902629.250000 Penalty: 996.430725
	Iteration 69Q: 3 clusters Score -2902629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2902634.500000 Penalty: 996.430725
	Iteration 70Q: 3 clusters Score -2902634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2902641.500000 Penalty: 996.430725
	Iteration 71Q: 3 clusters Score -2902642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2902651.000000 Penalty: 996.430725
	Iteration 72Q: 3 clusters Score -2902651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2902658.750000 Penalty: 996.430725
	Iteration 73Q: 3 clusters Score -2902659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2902673.500000 Penalty: 996.430725
	Iteration 74Q: 3 clusters Score -2902674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2902676.750000 Penalty: 996.430725
	Iteration 75Q: 3 clusters Score -2902677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2902694.000000 Penalty: 996.430725
	Iteration 76Q: 3 clusters Score -2902694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2902696.000000 Penalty: 996.430725
	Iteration 77Q: 3 clusters Score -2902696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2902706.000000 Penalty: 996.430725
	Iteration 78Q: 3 clusters Score -2902706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2902708.000000 Penalty: 996.430725
	Iteration 79Q: 3 clusters Score -2902708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2902713.250000 Penalty: 996.430725
	Iteration 80F: 3 clusters Score -2902713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2902712.750000 Penalty: 996.430725
	Iteration 81Q: 3 clusters Score -2902713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2902715.000000 Penalty: 996.430725
	Iteration 82Q: 3 clusters Score -2902715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2902717.500000 Penalty: 996.430725
	Iteration 83Q: 3 clusters Score -2902718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2902717.250000 Penalty: 996.430725
	Iteration 84Q: 3 clusters Score -2902717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2902717.500000 Penalty: 996.430725
	Iteration 85Q: 3 clusters Score -2902718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2902715.250000 Penalty: 996.430725
	Iteration 86Q: 3 clusters Score -2902715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2902719.500000 Penalty: 996.430725
	Iteration 87Q: 3 clusters Score -2902720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2902719.500000 Penalty: 996.430725
	Iteration 88Q: 3 clusters Score -2902720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2902718.000000 Penalty: 996.430725
	Iteration 89Q: 3 clusters Score -2902718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2902718.000000 Penalty: 996.430725
	Iteration 90F: 3 clusters Score -2902718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -6004.229980 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -6004.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5793.710938 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -5793.711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5846.595703 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -5846.596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5861.213379 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -5861.213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5876.401367 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -5876.401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5902.822754 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -5902.823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5925.514648 Penalty: 434.900208
	Iteration 5Q: 3 clusters Score -5925.515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5932.850098 Penalty: 434.900208
	Iteration 6Q: 3 clusters Score -5932.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5936.140137 Penalty: 434.900208
	Iteration 7Q: 3 clusters Score -5936.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5936.140137 Penalty: 434.900208
	Iteration 8F: 3 clusters Score -5936.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -8711.650391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -8711.65 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 99 members 
Entering Unmasked Estep 
Score: -8438.250000 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -8438.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8503.527344 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -8503.527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8554.879883 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -8554.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8585.622070 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -8585.622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8611.633789 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -8611.634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8617.580078 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -8617.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8617.580078 Penalty: 479.842987
	Iteration 6F: 3 clusters Score -8617.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 137447 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 120213 members 
Mstep: Class 4 contains 21292 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32518 members 
Mstep: Class 9 contains 181841 members 
Mstep: Class 10 contains 36918 members 
Mstep: Class 11 contains 26230 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215030 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 54172 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 93385 members 
Mstep: Class 21 contains 2292 members 
Mstep: Class 22 contains 5725 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 120818 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 6001 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18826 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 170691 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111195 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86713 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38645 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 545 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95783 members 
Mstep: Class 51 contains 2180 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2518 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 153 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 261770 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 56942 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779992.000000 Penalty: 50111.023438
Iteration 479Q: 77 clusters Score -9.077999e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 138201 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 118532 members 
Mstep: Class 4 contains 21263 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3561 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32675 members 
Mstep: Class 9 contains 183906 members 
Mstep: Class 10 contains 36914 members 
Mstep: Class 11 contains 26111 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215069 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 54177 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 93371 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 119417 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3938 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 6005 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18835 members 
Mstep: Class 35 contains 5066 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 171823 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 111017 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86691 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38629 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 550 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95702 members 
Mstep: Class 51 contains 2180 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1074 members 
Mstep: Class 55 contains 2516 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 263104 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 54977 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779296.000000 Penalty: 50111.023438
Iteration 480F: 77 clusters Score -9.07793e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 139194 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 116874 members 
Mstep: Class 4 contains 21216 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3579 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32853 members 
Mstep: Class 9 contains 186005 members 
Mstep: Class 10 contains 36915 members 
Mstep: Class 11 contains 25998 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215102 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 54175 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 93355 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 5727 members 
Mstep: Class 23 contains 12461 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 121257 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2543 members 
Mstep: Class 30 contains 6021 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18828 members 
Mstep: Class 35 contains 5065 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 169612 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 110871 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86609 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38637 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 553 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95668 members 
Mstep: Class 51 contains 2177 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1073 members 
Mstep: Class 55 contains 2512 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 264337 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 52865 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90778744.000000 Penalty: 50111.023438
Iteration 481Q: 77 clusters Score -9.077874e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 139848 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 115274 members 
Mstep: Class 4 contains 21181 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32955 members 
Mstep: Class 9 contains 188007 members 
Mstep: Class 10 contains 36913 members 
Mstep: Class 11 contains 25889 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215106 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 54168 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 93373 members 
Mstep: Class 21 contains 2281 members 
Mstep: Class 22 contains 5720 members 
Mstep: Class 23 contains 12461 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 123411 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2550 members 
Mstep: Class 30 contains 6035 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18824 members 
Mstep: Class 35 contains 5064 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 167256 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 110830 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86525 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38637 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 556 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95662 members 
Mstep: Class 51 contains 2172 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1074 members 
Mstep: Class 55 contains 2497 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 265709 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 50789 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90778056.000000 Penalty: 50111.023438
Iteration 482Q: 77 clusters Score -9.077806e+07 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 140036 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 113722 members 
Mstep: Class 4 contains 21148 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33051 members 
Mstep: Class 9 contains 189927 members 
Mstep: Class 10 contains 36905 members 
Mstep: Class 11 contains 25776 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215077 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 54165 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 93395 members 
Mstep: Class 21 contains 2279 members 
Mstep: Class 22 contains 5721 members 
Mstep: Class 23 contains 12460 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 126118 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2556 members 
Mstep: Class 30 contains 6037 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18822 members 
Mstep: Class 35 contains 5064 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 164822 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 110859 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86434 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38629 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 561 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95651 members 
Mstep: Class 51 contains 2170 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1074 members 
Mstep: Class 55 contains 2480 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 267061 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1358 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 48773 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90776832.000000 Penalty: 50111.023438
Iteration 483Q: 77 clusters Score -9.077683e+07 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 139534 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 112148 members 
Mstep: Class 4 contains 21118 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3570 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33079 members 
Mstep: Class 9 contains 191831 members 
Mstep: Class 10 contains 36899 members 
Mstep: Class 11 contains 25683 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215029 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 54157 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 93410 members 
Mstep: Class 21 contains 2280 members 
Mstep: Class 22 contains 5731 members 
Mstep: Class 23 contains 12459 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 129668 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 6043 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18810 members 
Mstep: Class 35 contains 5064 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 162348 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 110923 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86351 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38634 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 565 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95738 members 
Mstep: Class 51 contains 2170 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1074 members 
Mstep: Class 55 contains 2468 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 268380 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1357 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 46635 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90775704.000000 Penalty: 50111.023438
Iteration 484Q: 77 clusters Score -9.07757e+07 nChanged 15652
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 138304 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 110675 members 
Mstep: Class 4 contains 21083 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33075 members 
Mstep: Class 9 contains 193495 members 
Mstep: Class 10 contains 36899 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214984 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1320 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 54146 members 
Mstep: Class 19 contains 904 members 
Mstep: Class 20 contains 93439 members 
Mstep: Class 21 contains 2281 members 
Mstep: Class 22 contains 5742 members 
Mstep: Class 23 contains 12461 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 133963 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 6049 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18800 members 
Mstep: Class 35 contains 5064 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 159783 members 
Mstep: Class 38 contains 236 members 
Mstep: Class 39 contains 111009 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86266 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38656 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 567 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95704 members 
Mstep: Class 51 contains 2171 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1074 members 
Mstep: Class 55 contains 2467 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 269852 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1357 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 44660 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90774152.000000 Penalty: 50111.023438
Iteration 485Q: 77 clusters Score -9.077415e+07 nChanged 16617
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 136331 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 109276 members 
Mstep: Class 4 contains 21053 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33034 members 
Mstep: Class 9 contains 195119 members 
Mstep: Class 10 contains 36890 members 
Mstep: Class 11 contains 25512 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214923 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1322 members 
Mstep: Class 17 contains 1002 members 
Mstep: Class 18 contains 54145 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 93474 members 
Mstep: Class 21 contains 2279 members 
Mstep: Class 22 contains 5763 members 
Mstep: Class 23 contains 12458 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 138707 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2575 members 
Mstep: Class 30 contains 6053 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18792 members 
Mstep: Class 35 contains 5063 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 157494 members 
Mstep: Class 38 contains 236 members 
Mstep: Class 39 contains 111114 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86197 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38663 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 565 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95678 members 
Mstep: Class 51 contains 2176 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1074 members 
Mstep: Class 55 contains 2464 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 271344 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1357 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 42647 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90772856.000000 Penalty: 50111.023438
Iteration 486Q: 77 clusters Score -9.077286e+07 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 134452 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 107953 members 
Mstep: Class 4 contains 21020 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32986 members 
Mstep: Class 9 contains 196597 members 
Mstep: Class 10 contains 36891 members 
Mstep: Class 11 contains 25447 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214905 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1320 members 
Mstep: Class 17 contains 1002 members 
Mstep: Class 18 contains 54123 members 
Mstep: Class 19 contains 904 members 
Mstep: Class 20 contains 93494 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 5771 members 
Mstep: Class 23 contains 12459 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 143668 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 6075 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18779 members 
Mstep: Class 35 contains 5062 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 154999 members 
Mstep: Class 38 contains 236 members 
Mstep: Class 39 contains 111129 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86105 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38691 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 564 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95656 members 
Mstep: Class 51 contains 2177 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1074 members 
Mstep: Class 55 contains 2454 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 272731 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1359 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 40774 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90771616.000000 Penalty: 50111.023438
Iteration 487Q: 77 clusters Score -9.077162e+07 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 132802 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 106612 members 
Mstep: Class 4 contains 20997 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32981 members 
Mstep: Class 9 contains 198095 members 
Mstep: Class 10 contains 36888 members 
Mstep: Class 11 contains 25375 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214879 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1320 members 
Mstep: Class 17 contains 1000 members 
Mstep: Class 18 contains 54110 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 93490 members 
Mstep: Class 21 contains 2270 members 
Mstep: Class 22 contains 5774 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 148750 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2581 members 
Mstep: Class 30 contains 6089 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18772 members 
Mstep: Class 35 contains 5060 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 152309 members 
Mstep: Class 38 contains 236 members 
Mstep: Class 39 contains 111115 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 86031 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38709 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 561 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95608 members 
Mstep: Class 51 contains 2176 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1074 members 
Mstep: Class 55 contains 2450 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 273983 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 38896 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90769752.000000 Penalty: 50111.023438
Iteration 488Q: 77 clusters Score -9.076975e+07 nChanged 15453
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 105293 members 
Mstep: Class 4 contains 20968 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32968 members 
Mstep: Class 9 contains 199577 members 
Mstep: Class 10 contains 36892 members 
Mstep: Class 11 contains 25298 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214849 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1320 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 54117 members 
Mstep: Class 19 contains 907 members 
Mstep: Class 20 contains 93487 members 
Mstep: Class 21 contains 2272 members 
Mstep: Class 22 contains 5771 members 
Mstep: Class 23 contains 12465 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 153902 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 6104 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18766 members 
Mstep: Class 35 contains 5058 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 149729 members 
Mstep: Class 38 contains 235 members 
Mstep: Class 39 contains 111119 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85957 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38717 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 560 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95639 members 
Mstep: Class 51 contains 2173 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1074 members 
Mstep: Class 55 contains 2445 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 275007 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 37058 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768432.000000 Penalty: 50111.023438
Iteration 489Q: 77 clusters Score -9.076843e+07 nChanged 15125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 129414 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 103992 members 
Mstep: Class 4 contains 20943 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32967 members 
Mstep: Class 9 contains 200886 members 
Mstep: Class 10 contains 36896 members 
Mstep: Class 11 contains 25237 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214839 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 54109 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 93488 members 
Mstep: Class 21 contains 2272 members 
Mstep: Class 22 contains 5773 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 158995 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 6121 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18759 members 
Mstep: Class 35 contains 5057 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 147182 members 
Mstep: Class 38 contains 235 members 
Mstep: Class 39 contains 111105 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85865 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38717 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 558 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95599 members 
Mstep: Class 51 contains 2173 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 2449 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 276074 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 35331 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90767064.000000 Penalty: 50111.023438
Iteration 490Q: 77 clusters Score -9.076706e+07 nChanged 15125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 102732 members 
Mstep: Class 4 contains 20921 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32942 members 
Mstep: Class 9 contains 202185 members 
Mstep: Class 10 contains 36900 members 
Mstep: Class 11 contains 25179 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214835 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 999 members 
Mstep: Class 18 contains 54116 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 93493 members 
Mstep: Class 21 contains 2271 members 
Mstep: Class 22 contains 5782 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 164306 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 6146 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18751 members 
Mstep: Class 35 contains 5055 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 144438 members 
Mstep: Class 38 contains 235 members 
Mstep: Class 39 contains 111079 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85761 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38700 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 562 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95525 members 
Mstep: Class 51 contains 2168 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1076 members 
Mstep: Class 55 contains 2443 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 277078 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1363 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 33611 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90767488.000000 Penalty: 50111.023438
Iteration 491Q: 77 clusters Score -9.076749e+07 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 126288 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 101501 members 
Mstep: Class 4 contains 20898 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3424 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 32981 members 
Mstep: Class 9 contains 203858 members 
Mstep: Class 10 contains 36896 members 
Mstep: Class 11 contains 25130 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214882 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 998 members 
Mstep: Class 18 contains 54134 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 93468 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 5789 members 
Mstep: Class 23 contains 12470 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 169684 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2593 members 
Mstep: Class 30 contains 6166 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18741 members 
Mstep: Class 35 contains 5053 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 143346 members 
Mstep: Class 38 contains 235 members 
Mstep: Class 39 contains 111002 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85670 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38678 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 569 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95441 members 
Mstep: Class 51 contains 2162 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1076 members 
Mstep: Class 55 contains 2433 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 275630 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1364 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 32131 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90770048.000000 Penalty: 50111.023438
Iteration 492Q: 77 clusters Score -9.077005e+07 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 124910 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 100250 members 
Mstep: Class 4 contains 20872 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3442 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33087 members 
Mstep: Class 9 contains 206009 members 
Mstep: Class 10 contains 36903 members 
Mstep: Class 11 contains 25090 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 214964 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1320 members 
Mstep: Class 17 contains 997 members 
Mstep: Class 18 contains 54141 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 93446 members 
Mstep: Class 21 contains 2268 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 12481 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 175697 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 6177 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18739 members 
Mstep: Class 35 contains 5051 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 144024 members 
Mstep: Class 38 contains 235 members 
Mstep: Class 39 contains 110835 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85540 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38637 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 579 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95448 members 
Mstep: Class 51 contains 2156 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 2418 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 270843 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1364 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 30891 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90774304.000000 Penalty: 50111.023438
Iteration 493Q: 77 clusters Score -9.07743e+07 nChanged 15940
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 123403 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 99049 members 
Mstep: Class 4 contains 20858 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33151 members 
Mstep: Class 9 contains 208472 members 
Mstep: Class 10 contains 36911 members 
Mstep: Class 11 contains 25036 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215055 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54161 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 93397 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 5769 members 
Mstep: Class 23 contains 12491 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 182555 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 6165 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18736 members 
Mstep: Class 35 contains 5049 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 146268 members 
Mstep: Class 38 contains 235 members 
Mstep: Class 39 contains 110674 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85458 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38576 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 593 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95467 members 
Mstep: Class 51 contains 2157 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 2397 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 263122 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1363 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 29992 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779904.000000 Penalty: 50111.023438
Iteration 494Q: 77 clusters Score -9.07799e+07 nChanged 19173
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 121891 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 97910 members 
Mstep: Class 4 contains 20848 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3493 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33239 members 
Mstep: Class 9 contains 211396 members 
Mstep: Class 10 contains 36919 members 
Mstep: Class 11 contains 24977 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215119 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1310 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54188 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 93338 members 
Mstep: Class 21 contains 2270 members 
Mstep: Class 22 contains 5755 members 
Mstep: Class 23 contains 12496 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 190317 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3939 members 
Mstep: Class 29 contains 2604 members 
Mstep: Class 30 contains 6168 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18742 members 
Mstep: Class 35 contains 5045 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 149907 members 
Mstep: Class 38 contains 236 members 
Mstep: Class 39 contains 110517 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85364 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38520 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 605 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95521 members 
Mstep: Class 51 contains 2159 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 2374 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6754 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 252140 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1362 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 29478 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786136.000000 Penalty: 50111.023438
Iteration 495Q: 77 clusters Score -9.078614e+07 nChanged 23274
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 120362 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 96802 members 
Mstep: Class 4 contains 20828 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3537 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33337 members 
Mstep: Class 9 contains 214542 members 
Mstep: Class 10 contains 36922 members 
Mstep: Class 11 contains 24911 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215176 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1306 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54207 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 93255 members 
Mstep: Class 21 contains 2269 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 12497 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 198965 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 6169 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18743 members 
Mstep: Class 35 contains 5043 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 154967 members 
Mstep: Class 38 contains 236 members 
Mstep: Class 39 contains 110325 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85322 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38486 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 624 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95569 members 
Mstep: Class 51 contains 2160 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 2337 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 238246 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1362 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 29374 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792080.000000 Penalty: 50111.023438
Iteration 496Q: 77 clusters Score -9.079208e+07 nChanged 27420
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 118721 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 95693 members 
Mstep: Class 4 contains 20826 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33436 members 
Mstep: Class 9 contains 216735 members 
Mstep: Class 10 contains 36921 members 
Mstep: Class 11 contains 24864 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215241 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 997 members 
Mstep: Class 18 contains 54232 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 93179 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 5718 members 
Mstep: Class 23 contains 12499 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 208711 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 6170 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18749 members 
Mstep: Class 35 contains 5041 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 161639 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 110084 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85313 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38464 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 632 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95698 members 
Mstep: Class 51 contains 2164 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 2298 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6753 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 222400 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1362 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 29450 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799160.000000 Penalty: 50111.023438
Iteration 497Q: 77 clusters Score -9.079916e+07 nChanged 30339
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 117343 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 94592 members 
Mstep: Class 4 contains 20822 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3612 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33517 members 
Mstep: Class 9 contains 217200 members 
Mstep: Class 10 contains 36922 members 
Mstep: Class 11 contains 24806 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215276 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54257 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 93101 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 5713 members 
Mstep: Class 23 contains 12503 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 218186 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 6179 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18749 members 
Mstep: Class 35 contains 5041 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 169321 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 109804 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85279 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38445 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 642 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95748 members 
Mstep: Class 51 contains 2157 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 2258 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6751 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 207037 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1362 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 29981 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90806520.000000 Penalty: 50111.023438
Iteration 498Q: 77 clusters Score -9.080652e+07 nChanged 32218
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 117754 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 93482 members 
Mstep: Class 4 contains 20830 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3676 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33646 members 
Mstep: Class 9 contains 214505 members 
Mstep: Class 10 contains 36936 members 
Mstep: Class 11 contains 24748 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215343 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1276 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54311 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 93069 members 
Mstep: Class 21 contains 2254 members 
Mstep: Class 22 contains 5703 members 
Mstep: Class 23 contains 12506 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 222588 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 6181 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18767 members 
Mstep: Class 35 contains 5040 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 178162 members 
Mstep: Class 38 contains 236 members 
Mstep: Class 39 contains 109381 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85265 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38401 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 647 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95772 members 
Mstep: Class 51 contains 2156 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 2235 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6751 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 196799 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1361 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 30626 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90808040.000000 Penalty: 50111.023438
Iteration 499Q: 77 clusters Score -9.080804e+07 nChanged 30341
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 119616 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 92373 members 
Mstep: Class 4 contains 20833 members 
Mstep: Class 5 contains 1291 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 1625 members 
Mstep: Class 8 contains 33797 members 
Mstep: Class 9 contains 210107 members 
Mstep: Class 10 contains 36953 members 
Mstep: Class 11 contains 24697 members 
Mstep: Class 13 contains 78 members 
Mstep: Class 14 contains 215437 members 
Mstep: Class 15 contains 170 members 
Mstep: Class 16 contains 1274 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 54361 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 93120 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 5691 members 
Mstep: Class 23 contains 12505 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 219634 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 6176 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 18778 members 
Mstep: Class 35 contains 5041 members 
Mstep: Class 36 contains 718 members 
Mstep: Class 37 contains 188118 members 
Mstep: Class 38 contains 236 members 
Mstep: Class 39 contains 108927 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 85232 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 1203 members 
Mstep: Class 44 contains 38369 members 
Mstep: Class 45 contains 838 members 
Mstep: Class 46 contains 64 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 662 members 
Mstep: Class 49 contains 1173 members 
Mstep: Class 50 contains 95800 members 
Mstep: Class 51 contains 2161 members 
Mstep: Class 52 contains 1041 members 
Mstep: Class 53 contains 319 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 2238 members 
Mstep: Class 56 contains 326 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 80 members 
Mstep: Class 59 contains 6752 members 
Mstep: Class 61 contains 154 members 
Mstep: Class 62 contains 138 members 
Mstep: Class 63 contains 93 members 
Mstep: Class 65 contains 154 members 
Mstep: Class 66 contains 582 members 
Mstep: Class 67 contains 386 members 
Mstep: Class 68 contains 193150 members 
Mstep: Class 69 contains 797 members 
Mstep: Class 70 contains 514 members 
Mstep: Class 71 contains 250 members 
Mstep: Class 72 contains 715 members 
Mstep: Class 73 contains 117 members 
Mstep: Class 74 contains 174 members 
Mstep: Class 75 contains 1360 members 
Mstep: Class 76 contains 410 members 
Mstep: Class 77 contains 30999 members 
Mstep: Class 78 contains 119 members 
Mstep: Class 79 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90812800.000000 Penalty: 50111.023438
Iteration 500F: 77 clusters Score -9.08128e+07 nChanged 37736
Maximum iterations exceeded
20->77 Clusters: Score -90812800.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1965645 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 98343 members 
Mstep: Class 3 contains 98080 members 
Mstep: Class 4 contains 98756 members 
Mstep: Class 5 contains 97984 members 
Mstep: Class 6 contains 98206 members 
Mstep: Class 7 contains 98090 members 
Mstep: Class 8 contains 98102 members 
Mstep: Class 9 contains 98519 members 
Mstep: Class 10 contains 97925 members 
Mstep: Class 11 contains 98284 members 
Mstep: Class 12 contains 97973 members 
Mstep: Class 13 contains 98607 members 
Mstep: Class 14 contains 98402 members 
Mstep: Class 15 contains 97716 members 
Mstep: Class 16 contains 98599 members 
Mstep: Class 17 contains 98394 members 
Mstep: Class 18 contains 98363 members 
Mstep: Class 19 contains 97869 members 
Mstep: Class 20 contains 98610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 40.454830 but Gain 659.355469
Score: -81708464.000000 Penalty: 12527.755859
Iteration 0F: 20 clusters Score -8.170846e+07 nChanged 1867016
Entering Unmasked Mstep 
Mstep: Class 0 contains 9504 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 28062 members 
Mstep: Class 3 contains 255654 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 234821 members 
Mstep: Class 6 contains 6281 members 
Mstep: Class 7 contains 90362 members 
Mstep: Class 8 contains 402108 members 
Mstep: Class 9 contains 122725 members 
Mstep: Class 10 contains 14664 members 
Mstep: Class 11 contains 87487 members 
Mstep: Class 12 contains 22930 members 
Mstep: Class 13 contains 29138 members 
Mstep: Class 14 contains 184302 members 
Mstep: Class 15 contains 132275 members 
Mstep: Class 16 contains 8175 members 
Mstep: Class 17 contains 7674 members 
Mstep: Class 18 contains 293016 members 
Mstep: Class 20 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 282.032410 but Gain 659.355469
Score: -87719912.000000 Penalty: 11868.400391
Iteration 1F: 19 clusters Score -8.771991e+07 nChanged 772627
Entering Unmasked Mstep 
Mstep: Class 0 contains 3005 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 23457 members 
Mstep: Class 3 contains 311681 members 
Mstep: Class 4 contains 1080 members 
Mstep: Class 5 contains 226987 members 
Mstep: Class 6 contains 3425 members 
Mstep: Class 7 contains 84762 members 
Mstep: Class 8 contains 430911 members 
Mstep: Class 9 contains 94817 members 
Mstep: Class 10 contains 8663 members 
Mstep: Class 11 contains 70708 members 
Mstep: Class 12 contains 17512 members 
Mstep: Class 13 contains 12340 members 
Mstep: Class 14 contains 176485 members 
Mstep: Class 15 contains 113941 members 
Mstep: Class 16 contains 3772 members 
Mstep: Class 17 contains 18627 members 
Mstep: Class 18 contains 342065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88496248.000000 Penalty: 11868.400391
Iteration 2F: 19 clusters Score -8.849625e+07 nChanged 472250
Entering Unmasked Mstep 
Mstep: Class 0 contains 1160 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 32221 members 
Mstep: Class 3 contains 385817 members 
Mstep: Class 4 contains 532 members 
Mstep: Class 5 contains 272421 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 83433 members 
Mstep: Class 8 contains 408914 members 
Mstep: Class 9 contains 87230 members 
Mstep: Class 10 contains 9312 members 
Mstep: Class 11 contains 58317 members 
Mstep: Class 12 contains 14971 members 
Mstep: Class 13 contains 5522 members 
Mstep: Class 14 contains 179189 members 
Mstep: Class 15 contains 103808 members 
Mstep: Class 16 contains 3068 members 
Mstep: Class 17 contains 19114 members 
Mstep: Class 18 contains 275337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88910192.000000 Penalty: 11868.400391
Iteration 3F: 19 clusters Score -8.891019e+07 nChanged 370702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1013 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 42651 members 
Mstep: Class 3 contains 407414 members 
Mstep: Class 4 contains 662 members 
Mstep: Class 5 contains 307014 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 85960 members 
Mstep: Class 8 contains 412479 members 
Mstep: Class 9 contains 84242 members 
Mstep: Class 10 contains 11367 members 
Mstep: Class 11 contains 42754 members 
Mstep: Class 12 contains 11959 members 
Mstep: Class 13 contains 2329 members 
Mstep: Class 14 contains 185529 members 
Mstep: Class 15 contains 91983 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 17 contains 18617 members 
Mstep: Class 18 contains 228640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89182536.000000 Penalty: 11868.400391
Iteration 4F: 19 clusters Score -8.918254e+07 nChanged 277016
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 52710 members 
Mstep: Class 3 contains 402804 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 309576 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 95185 members 
Mstep: Class 8 contains 427705 members 
Mstep: Class 9 contains 82035 members 
Mstep: Class 10 contains 12980 members 
Mstep: Class 11 contains 27790 members 
Mstep: Class 12 contains 8955 members 
Mstep: Class 13 contains 1223 members 
Mstep: Class 14 contains 202117 members 
Mstep: Class 15 contains 81722 members 
Mstep: Class 16 contains 3566 members 
Mstep: Class 17 contains 18523 members 
Mstep: Class 18 contains 207353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89387560.000000 Penalty: 11868.400391
Iteration 5F: 19 clusters Score -8.938756e+07 nChanged 220188
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 61841 members 
Mstep: Class 3 contains 396936 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 299293 members 
Mstep: Class 6 contains 2432 members 
Mstep: Class 7 contains 106027 members 
Mstep: Class 8 contains 434898 members 
Mstep: Class 9 contains 78322 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 15134 members 
Mstep: Class 12 contains 5597 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 225937 members 
Mstep: Class 15 contains 72463 members 
Mstep: Class 16 contains 3988 members 
Mstep: Class 17 contains 18495 members 
Mstep: Class 18 contains 198380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89548928.000000 Penalty: 11868.400391
Iteration 6F: 19 clusters Score -8.954893e+07 nChanged 189490
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 68492 members 
Mstep: Class 3 contains 386340 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 283828 members 
Mstep: Class 6 contains 1914 members 
Mstep: Class 7 contains 118301 members 
Mstep: Class 8 contains 436118 members 
Mstep: Class 9 contains 72755 members 
Mstep: Class 10 contains 15664 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 2874 members 
Mstep: Class 13 contains 463 members 
Mstep: Class 14 contains 263277 members 
Mstep: Class 15 contains 63763 members 
Mstep: Class 16 contains 4334 members 
Mstep: Class 17 contains 18493 members 
Mstep: Class 18 contains 190232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89678880.000000 Penalty: 11868.400391
Iteration 7F: 19 clusters Score -8.967888e+07 nChanged 176179
Entering Unmasked Mstep 
Mstep: Class 0 contains 328 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 72026 members 
Mstep: Class 3 contains 371291 members 
Mstep: Class 4 contains 1784 members 
Mstep: Class 5 contains 266772 members 
Mstep: Class 6 contains 1646 members 
Mstep: Class 7 contains 133757 members 
Mstep: Class 8 contains 432607 members 
Mstep: Class 9 contains 65691 members 
Mstep: Class 10 contains 16165 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 1331 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 311406 members 
Mstep: Class 15 contains 56154 members 
Mstep: Class 16 contains 4492 members 
Mstep: Class 17 contains 18490 members 
Mstep: Class 18 contains 177808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 415.608978 but Gain 659.355469
Score: -89764032.000000 Penalty: 11209.044922
Iteration 8F: 18 clusters Score -8.976403e+07 nChanged 156499
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 74254 members 
Mstep: Class 3 contains 358382 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 253280 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 150971 members 
Mstep: Class 8 contains 429652 members 
Mstep: Class 9 contains 59441 members 
Mstep: Class 10 contains 16356 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 343932 members 
Mstep: Class 15 contains 53570 members 
Mstep: Class 16 contains 4572 members 
Mstep: Class 17 contains 18487 members 
Mstep: Class 18 contains 164663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89825048.000000 Penalty: 11209.044922
Iteration 9F: 18 clusters Score -8.982505e+07 nChanged 126286
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 76227 members 
Mstep: Class 3 contains 352413 members 
Mstep: Class 4 contains 1710 members 
Mstep: Class 5 contains 246945 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 7 contains 167962 members 
Mstep: Class 8 contains 426863 members 
Mstep: Class 9 contains 54561 members 
Mstep: Class 10 contains 15834 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 13 contains 398 members 
Mstep: Class 14 contains 346227 members 
Mstep: Class 15 contains 55771 members 
Mstep: Class 16 contains 4636 members 
Mstep: Class 17 contains 18482 members 
Mstep: Class 18 contains 158979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89894176.000000 Penalty: 11209.044922
Iteration 10F: 18 clusters Score -8.989418e+07 nChanged 108517
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 78831 members 
Mstep: Class 3 contains 346828 members 
Mstep: Class 4 contains 1697 members 
Mstep: Class 5 contains 244957 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 183590 members 
Mstep: Class 8 contains 421781 members 
Mstep: Class 9 contains 51550 members 
Mstep: Class 10 contains 14629 members 
Mstep: Class 11 contains 699 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 334694 members 
Mstep: Class 15 contains 60309 members 
Mstep: Class 16 contains 4629 members 
Mstep: Class 17 contains 18479 members 
Mstep: Class 18 contains 161135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89968360.000000 Penalty: 11209.044922
Iteration 11F: 18 clusters Score -8.996836e+07 nChanged 100985
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 82156 members 
Mstep: Class 3 contains 338176 members 
Mstep: Class 4 contains 1682 members 
Mstep: Class 5 contains 243028 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 196200 members 
Mstep: Class 8 contains 413807 members 
Mstep: Class 9 contains 50199 members 
Mstep: Class 10 contains 13172 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 13 contains 621 members 
Mstep: Class 14 contains 321128 members 
Mstep: Class 15 contains 65462 members 
Mstep: Class 16 contains 4482 members 
Mstep: Class 17 contains 18474 members 
Mstep: Class 18 contains 171537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90036792.000000 Penalty: 11209.044922
Iteration 12F: 18 clusters Score -9.003679e+07 nChanged 96273
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 86272 members 
Mstep: Class 3 contains 329627 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 238999 members 
Mstep: Class 6 contains 2189 members 
Mstep: Class 7 contains 204786 members 
Mstep: Class 8 contains 404454 members 
Mstep: Class 9 contains 50245 members 
Mstep: Class 10 contains 11988 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 306144 members 
Mstep: Class 15 contains 70490 members 
Mstep: Class 16 contains 4227 members 
Mstep: Class 17 contains 18472 members 
Mstep: Class 18 contains 188401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90090600.000000 Penalty: 11209.044922
Iteration 13Q: 18 clusters Score -9.00906e+07 nChanged 88160
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 90443 members 
Mstep: Class 3 contains 321319 members 
Mstep: Class 4 contains 1640 members 
Mstep: Class 5 contains 233571 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 210569 members 
Mstep: Class 8 contains 396184 members 
Mstep: Class 9 contains 51449 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 1040 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 290939 members 
Mstep: Class 15 contains 75622 members 
Mstep: Class 16 contains 4020 members 
Mstep: Class 17 contains 18473 members 
Mstep: Class 18 contains 206766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90134096.000000 Penalty: 11209.044922
Iteration 14Q: 18 clusters Score -9.01341e+07 nChanged 76679
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 94616 members 
Mstep: Class 3 contains 312855 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 228104 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 214697 members 
Mstep: Class 8 contains 387838 members 
Mstep: Class 9 contains 53334 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 275586 members 
Mstep: Class 15 contains 81433 members 
Mstep: Class 16 contains 3840 members 
Mstep: Class 17 contains 18474 members 
Mstep: Class 18 contains 226033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90173584.000000 Penalty: 11209.044922
Iteration 15Q: 18 clusters Score -9.017358e+07 nChanged 74694
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 98416 members 
Mstep: Class 3 contains 300407 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 5 contains 221727 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 217492 members 
Mstep: Class 8 contains 377239 members 
Mstep: Class 9 contains 55409 members 
Mstep: Class 10 contains 10141 members 
Mstep: Class 11 contains 1333 members 
Mstep: Class 13 contains 1225 members 
Mstep: Class 14 contains 260631 members 
Mstep: Class 15 contains 88511 members 
Mstep: Class 16 contains 3653 members 
Mstep: Class 17 contains 18472 members 
Mstep: Class 18 contains 252638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90207952.000000 Penalty: 11209.044922
Iteration 16Q: 18 clusters Score -9.020795e+07 nChanged 76184
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 101742 members 
Mstep: Class 3 contains 284591 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 215254 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 7 contains 219556 members 
Mstep: Class 8 contains 366521 members 
Mstep: Class 9 contains 57385 members 
Mstep: Class 10 contains 9777 members 
Mstep: Class 11 contains 1502 members 
Mstep: Class 13 contains 1345 members 
Mstep: Class 14 contains 247542 members 
Mstep: Class 15 contains 96890 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 18472 members 
Mstep: Class 18 contains 281127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90231192.000000 Penalty: 11209.044922
Iteration 17Q: 18 clusters Score -9.023119e+07 nChanged 68755
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 104614 members 
Mstep: Class 3 contains 271401 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 211429 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 7 contains 221203 members 
Mstep: Class 8 contains 360216 members 
Mstep: Class 9 contains 58897 members 
Mstep: Class 10 contains 9498 members 
Mstep: Class 11 contains 1682 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 238198 members 
Mstep: Class 15 contains 106525 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 18463 members 
Mstep: Class 18 contains 296322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90246056.000000 Penalty: 11209.044922
Iteration 18Q: 18 clusters Score -9.024606e+07 nChanged 56394
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 106844 members 
Mstep: Class 3 contains 262843 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 210386 members 
Mstep: Class 6 contains 3883 members 
Mstep: Class 7 contains 222274 members 
Mstep: Class 8 contains 357511 members 
Mstep: Class 9 contains 59992 members 
Mstep: Class 10 contains 9276 members 
Mstep: Class 11 contains 1831 members 
Mstep: Class 13 contains 1557 members 
Mstep: Class 14 contains 233543 members 
Mstep: Class 15 contains 116175 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 18456 members 
Mstep: Class 18 contains 297561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90258776.000000 Penalty: 11209.044922
Iteration 19Q: 18 clusters Score -9.025878e+07 nChanged 47636
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 108493 members 
Mstep: Class 3 contains 258245 members 
Mstep: Class 4 contains 1586 members 
Mstep: Class 5 contains 210584 members 
Mstep: Class 6 contains 4015 members 
Mstep: Class 7 contains 222889 members 
Mstep: Class 8 contains 356047 members 
Mstep: Class 9 contains 60808 members 
Mstep: Class 10 contains 9099 members 
Mstep: Class 11 contains 1973 members 
Mstep: Class 13 contains 1631 members 
Mstep: Class 14 contains 231470 members 
Mstep: Class 15 contains 125110 members 
Mstep: Class 16 contains 3507 members 
Mstep: Class 17 contains 18461 members 
Mstep: Class 18 contains 291929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90269200.000000 Penalty: 11209.044922
Iteration 20F: 18 clusters Score -9.02692e+07 nChanged 42143
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 109721 members 
Mstep: Class 3 contains 255675 members 
Mstep: Class 4 contains 1556 members 
Mstep: Class 5 contains 210986 members 
Mstep: Class 6 contains 4274 members 
Mstep: Class 7 contains 223224 members 
Mstep: Class 8 contains 354943 members 
Mstep: Class 9 contains 61435 members 
Mstep: Class 10 contains 8958 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 230905 members 
Mstep: Class 15 contains 133363 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 18459 members 
Mstep: Class 18 contains 283765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90277368.000000 Penalty: 11209.044922
Iteration 21Q: 18 clusters Score -9.027737e+07 nChanged 37722
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 110602 members 
Mstep: Class 3 contains 254436 members 
Mstep: Class 4 contains 1555 members 
Mstep: Class 5 contains 211529 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 223398 members 
Mstep: Class 8 contains 353663 members 
Mstep: Class 9 contains 61901 members 
Mstep: Class 10 contains 8870 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 14 contains 231321 members 
Mstep: Class 15 contains 140810 members 
Mstep: Class 16 contains 3906 members 
Mstep: Class 17 contains 18454 members 
Mstep: Class 18 contains 274853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90286264.000000 Penalty: 11209.044922
Iteration 22Q: 18 clusters Score -9.028626e+07 nChanged 33891
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 111250 members 
Mstep: Class 3 contains 253762 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 211700 members 
Mstep: Class 6 contains 4513 members 
Mstep: Class 7 contains 223516 members 
Mstep: Class 8 contains 352314 members 
Mstep: Class 9 contains 62226 members 
Mstep: Class 10 contains 8781 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 14 contains 232154 members 
Mstep: Class 15 contains 147645 members 
Mstep: Class 16 contains 4274 members 
Mstep: Class 17 contains 18454 members 
Mstep: Class 18 contains 266620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90292584.000000 Penalty: 11209.044922
Iteration 23Q: 18 clusters Score -9.029258e+07 nChanged 30629
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 111681 members 
Mstep: Class 3 contains 253493 members 
Mstep: Class 4 contains 1551 members 
Mstep: Class 5 contains 211463 members 
Mstep: Class 6 contains 4583 members 
Mstep: Class 7 contains 223608 members 
Mstep: Class 8 contains 350866 members 
Mstep: Class 9 contains 62455 members 
Mstep: Class 10 contains 8710 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 13 contains 1877 members 
Mstep: Class 14 contains 233063 members 
Mstep: Class 15 contains 153691 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 18453 members 
Mstep: Class 18 contains 259662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90299472.000000 Penalty: 11209.044922
Iteration 24Q: 18 clusters Score -9.029947e+07 nChanged 28449
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 111932 members 
Mstep: Class 3 contains 253413 members 
Mstep: Class 4 contains 1548 members 
Mstep: Class 5 contains 211092 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 223708 members 
Mstep: Class 8 contains 349377 members 
Mstep: Class 9 contains 62628 members 
Mstep: Class 10 contains 8654 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 233672 members 
Mstep: Class 15 contains 159050 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 18451 members 
Mstep: Class 18 contains 253993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90305448.000000 Penalty: 11209.044922
Iteration 25Q: 18 clusters Score -9.030545e+07 nChanged 26097
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 112057 members 
Mstep: Class 3 contains 253629 members 
Mstep: Class 4 contains 1544 members 
Mstep: Class 5 contains 210622 members 
Mstep: Class 6 contains 4672 members 
Mstep: Class 7 contains 223803 members 
Mstep: Class 8 contains 348034 members 
Mstep: Class 9 contains 62711 members 
Mstep: Class 10 contains 8606 members 
Mstep: Class 11 contains 2542 members 
Mstep: Class 13 contains 1992 members 
Mstep: Class 14 contains 233978 members 
Mstep: Class 15 contains 163534 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 18449 members 
Mstep: Class 18 contains 249499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90309840.000000 Penalty: 11209.044922
Iteration 26Q: 18 clusters Score -9.030984e+07 nChanged 24420
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 111939 members 
Mstep: Class 3 contains 253981 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 209973 members 
Mstep: Class 6 contains 4683 members 
Mstep: Class 7 contains 223852 members 
Mstep: Class 8 contains 346513 members 
Mstep: Class 9 contains 62792 members 
Mstep: Class 10 contains 8573 members 
Mstep: Class 11 contains 2605 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 14 contains 234198 members 
Mstep: Class 15 contains 167529 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 18448 members 
Mstep: Class 18 contains 246237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90314576.000000 Penalty: 11209.044922
Iteration 27Q: 18 clusters Score -9.031458e+07 nChanged 23290
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 111706 members 
Mstep: Class 3 contains 254287 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 209239 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 223913 members 
Mstep: Class 8 contains 345017 members 
Mstep: Class 9 contains 62883 members 
Mstep: Class 10 contains 8545 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 234357 members 
Mstep: Class 15 contains 171234 members 
Mstep: Class 16 contains 6669 members 
Mstep: Class 17 contains 18448 members 
Mstep: Class 18 contains 243640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90318600.000000 Penalty: 11209.044922
Iteration 28Q: 18 clusters Score -9.03186e+07 nChanged 22249
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 111347 members 
Mstep: Class 3 contains 254652 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 208526 members 
Mstep: Class 6 contains 4673 members 
Mstep: Class 7 contains 223988 members 
Mstep: Class 8 contains 343619 members 
Mstep: Class 9 contains 62926 members 
Mstep: Class 10 contains 8522 members 
Mstep: Class 11 contains 2691 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 234185 members 
Mstep: Class 15 contains 174455 members 
Mstep: Class 16 contains 7088 members 
Mstep: Class 17 contains 18448 members 
Mstep: Class 18 contains 241925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90322360.000000 Penalty: 11209.044922
Iteration 29Q: 18 clusters Score -9.032236e+07 nChanged 21403
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 110820 members 
Mstep: Class 3 contains 255134 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 207912 members 
Mstep: Class 6 contains 4663 members 
Mstep: Class 7 contains 224108 members 
Mstep: Class 8 contains 342333 members 
Mstep: Class 9 contains 62986 members 
Mstep: Class 10 contains 8500 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 233773 members 
Mstep: Class 15 contains 176992 members 
Mstep: Class 16 contains 7474 members 
Mstep: Class 17 contains 18446 members 
Mstep: Class 18 contains 240991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90325688.000000 Penalty: 11209.044922
Iteration 30Q: 18 clusters Score -9.032569e+07 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 110094 members 
Mstep: Class 3 contains 255812 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 207453 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 224187 members 
Mstep: Class 8 contains 341063 members 
Mstep: Class 9 contains 63054 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 233297 members 
Mstep: Class 15 contains 178985 members 
Mstep: Class 16 contains 7855 members 
Mstep: Class 17 contains 18443 members 
Mstep: Class 18 contains 240540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90327992.000000 Penalty: 11209.044922
Iteration 31Q: 18 clusters Score -9.032799e+07 nChanged 20350
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 109270 members 
Mstep: Class 3 contains 256646 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 207375 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 224247 members 
Mstep: Class 8 contains 339765 members 
Mstep: Class 9 contains 63091 members 
Mstep: Class 10 contains 8477 members 
Mstep: Class 11 contains 2851 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 232723 members 
Mstep: Class 15 contains 180549 members 
Mstep: Class 16 contains 8165 members 
Mstep: Class 17 contains 18442 members 
Mstep: Class 18 contains 240315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90329912.000000 Penalty: 11209.044922
Iteration 32Q: 18 clusters Score -9.032991e+07 nChanged 20148
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 108383 members 
Mstep: Class 3 contains 257771 members 
Mstep: Class 4 contains 1543 members 
Mstep: Class 5 contains 207408 members 
Mstep: Class 6 contains 4655 members 
Mstep: Class 7 contains 224295 members 
Mstep: Class 8 contains 338485 members 
Mstep: Class 9 contains 63143 members 
Mstep: Class 10 contains 8469 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 14 contains 232055 members 
Mstep: Class 15 contains 181702 members 
Mstep: Class 16 contains 8469 members 
Mstep: Class 17 contains 18442 members 
Mstep: Class 18 contains 240310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90331728.000000 Penalty: 11209.044922
Iteration 33Q: 18 clusters Score -9.033173e+07 nChanged 19974
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 107413 members 
Mstep: Class 3 contains 258956 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 207634 members 
Mstep: Class 6 contains 4667 members 
Mstep: Class 7 contains 224347 members 
Mstep: Class 8 contains 337092 members 
Mstep: Class 9 contains 63192 members 
Mstep: Class 10 contains 8462 members 
Mstep: Class 11 contains 2969 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 231573 members 
Mstep: Class 15 contains 182342 members 
Mstep: Class 16 contains 8771 members 
Mstep: Class 17 contains 18441 members 
Mstep: Class 18 contains 240574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90333736.000000 Penalty: 11209.044922
Iteration 34Q: 18 clusters Score -9.033374e+07 nChanged 19785
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 106416 members 
Mstep: Class 3 contains 260059 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 208221 members 
Mstep: Class 6 contains 4694 members 
Mstep: Class 7 contains 224425 members 
Mstep: Class 8 contains 335666 members 
Mstep: Class 9 contains 63242 members 
Mstep: Class 10 contains 8457 members 
Mstep: Class 11 contains 3041 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 231043 members 
Mstep: Class 15 contains 182493 members 
Mstep: Class 16 contains 9070 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 241129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90335064.000000 Penalty: 11209.044922
Iteration 35Q: 18 clusters Score -9.033506e+07 nChanged 19695
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 105461 members 
Mstep: Class 3 contains 261178 members 
Mstep: Class 4 contains 1541 members 
Mstep: Class 5 contains 209073 members 
Mstep: Class 6 contains 4732 members 
Mstep: Class 7 contains 224475 members 
Mstep: Class 8 contains 334213 members 
Mstep: Class 9 contains 63277 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 3113 members 
Mstep: Class 13 contains 2231 members 
Mstep: Class 14 contains 230638 members 
Mstep: Class 15 contains 182193 members 
Mstep: Class 16 contains 9371 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 241729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90335280.000000 Penalty: 11209.044922
Iteration 36Q: 18 clusters Score -9.033528e+07 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 104655 members 
Mstep: Class 3 contains 262077 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 210078 members 
Mstep: Class 6 contains 4776 members 
Mstep: Class 7 contains 224539 members 
Mstep: Class 8 contains 332809 members 
Mstep: Class 9 contains 63300 members 
Mstep: Class 10 contains 8443 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 13 contains 2290 members 
Mstep: Class 14 contains 230332 members 
Mstep: Class 15 contains 181701 members 
Mstep: Class 16 contains 9684 members 
Mstep: Class 17 contains 18446 members 
Mstep: Class 18 contains 242276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90335544.000000 Penalty: 11209.044922
Iteration 37Q: 18 clusters Score -9.033554e+07 nChanged 20029
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 103970 members 
Mstep: Class 3 contains 262808 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 211235 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 224601 members 
Mstep: Class 8 contains 331320 members 
Mstep: Class 9 contains 63327 members 
Mstep: Class 10 contains 8441 members 
Mstep: Class 11 contains 3238 members 
Mstep: Class 13 contains 2371 members 
Mstep: Class 14 contains 230089 members 
Mstep: Class 15 contains 180818 members 
Mstep: Class 16 contains 10025 members 
Mstep: Class 17 contains 18445 members 
Mstep: Class 18 contains 243071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90335744.000000 Penalty: 11209.044922
Iteration 38Q: 18 clusters Score -9.033574e+07 nChanged 19804
Entering ConstructFrom: 
Score: -90335744.000000 Penalty: 11209.044922
Entering ConstructFrom: 
Trying to split cluster 1 (65247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Entering Unmasked Estep 
Score: -2948882.250000 Penalty: 504.410065
	Iteration 0F: 2 clusters Score -2948882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -2905002.500000 Penalty: 1008.820129
	Iteration 0F: 3 clusters Score -2905002 nChanged 31784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -2925930.250000 Penalty: 1008.820129
	Iteration 1F: 3 clusters Score -2925930 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -2928377.500000 Penalty: 1008.820129
	Iteration 2F: 3 clusters Score -2928378 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -2931421.250000 Penalty: 1008.820129
	Iteration 3F: 3 clusters Score -2931421 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -2934337.500000 Penalty: 1008.820129
	Iteration 4F: 3 clusters Score -2934338 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -2937187.250000 Penalty: 1008.820129
	Iteration 5F: 3 clusters Score -2937187 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -2940119.250000 Penalty: 1008.820129
	Iteration 6F: 3 clusters Score -2940119 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -2943499.500000 Penalty: 1008.820129
	Iteration 7F: 3 clusters Score -2943500 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -2946598.250000 Penalty: 1008.820129
	Iteration 8F: 3 clusters Score -2946598 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -2948821.000000 Penalty: 1008.820129
	Iteration 9Q: 3 clusters Score -2948821 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -2950383.750000 Penalty: 1008.820129
	Iteration 10Q: 3 clusters Score -2950384 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -2951697.250000 Penalty: 1008.820129
	Iteration 11Q: 3 clusters Score -2951697 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -2952380.500000 Penalty: 1008.820129
	Iteration 12Q: 3 clusters Score -2952380 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -2952502.500000 Penalty: 1008.820129
	Iteration 13Q: 3 clusters Score -2952502 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -2952575.500000 Penalty: 1008.820129
	Iteration 14Q: 3 clusters Score -2952576 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -2952585.250000 Penalty: 1008.820129
	Iteration 15Q: 3 clusters Score -2952585 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -2952592.000000 Penalty: 1008.820129
	Iteration 16Q: 3 clusters Score -2952592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -2952598.000000 Penalty: 1008.820129
	Iteration 17Q: 3 clusters Score -2952598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -2952596.000000 Penalty: 1008.820129
	Iteration 18Q: 3 clusters Score -2952596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -2952598.250000 Penalty: 1008.820129
	Iteration 19Q: 3 clusters Score -2952598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -2952600.000000 Penalty: 1008.820129
	Iteration 20F: 3 clusters Score -2952600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -2952601.750000 Penalty: 1008.820129
	Iteration 21Q: 3 clusters Score -2952602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -2952599.250000 Penalty: 1008.820129
	Iteration 22Q: 3 clusters Score -2952599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -2952600.000000 Penalty: 1008.820129
	Iteration 23Q: 3 clusters Score -2952600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -2952599.250000 Penalty: 1008.820129
	Iteration 24Q: 3 clusters Score -2952599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -2952594.750000 Penalty: 1008.820129
	Iteration 25Q: 3 clusters Score -2952595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -2952596.500000 Penalty: 1008.820129
	Iteration 26Q: 3 clusters Score -2952596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -2952599.500000 Penalty: 1008.820129
	Iteration 27Q: 3 clusters Score -2952600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -2952599.250000 Penalty: 1008.820129
	Iteration 28Q: 3 clusters Score -2952599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -2952599.250000 Penalty: 1008.820129
	Iteration 29F: 3 clusters Score -2952599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 263555 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 212472 members 
Mstep: Class 6 contains 4856 members 
Mstep: Class 7 contains 224646 members 
Mstep: Class 8 contains 329792 members 
Mstep: Class 9 contains 63357 members 
Mstep: Class 10 contains 8437 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 62983 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 244157 members 
Entering Unmasked Estep 
Score: -90339040.000000 Penalty: 11868.400391
Splitting cluster 1 changes total score from -90335744.000000 to -90339040.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (103416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103416 members 
Entering Unmasked Estep 
Score: -4952030.000000 Penalty: 525.366394
	Iteration 0F: 2 clusters Score -4952030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -4881963.500000 Penalty: 1050.732788
	Iteration 0F: 3 clusters Score -4881964 nChanged 50646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -4913470.000000 Penalty: 1050.732788
	Iteration 1F: 3 clusters Score -4913470 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -4915465.000000 Penalty: 1050.732788
	Iteration 2Q: 3 clusters Score -4915465 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -4918446.500000 Penalty: 1050.732788
	Iteration 3F: 3 clusters Score -4918446 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -4922851.000000 Penalty: 1050.732788
	Iteration 4F: 3 clusters Score -4922851 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -4928787.000000 Penalty: 1050.732788
	Iteration 5F: 3 clusters Score -4928787 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -4934096.500000 Penalty: 1050.732788
	Iteration 6F: 3 clusters Score -4934096 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -4936699.500000 Penalty: 1050.732788
	Iteration 7F: 3 clusters Score -4936700 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -4937590.500000 Penalty: 1050.732788
	Iteration 8Q: 3 clusters Score -4937590 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -4937972.500000 Penalty: 1050.732788
	Iteration 9Q: 3 clusters Score -4937972 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -4938373.000000 Penalty: 1050.732788
	Iteration 10Q: 3 clusters Score -4938373 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -4938752.500000 Penalty: 1050.732788
	Iteration 11Q: 3 clusters Score -4938752 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -4939182.500000 Penalty: 1050.732788
	Iteration 12Q: 3 clusters Score -4939182 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -4939546.000000 Penalty: 1050.732788
	Iteration 13Q: 3 clusters Score -4939546 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -4939931.500000 Penalty: 1050.732788
	Iteration 14Q: 3 clusters Score -4939932 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -4940353.000000 Penalty: 1050.732788
	Iteration 15Q: 3 clusters Score -4940353 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -4940772.000000 Penalty: 1050.732788
	Iteration 16Q: 3 clusters Score -4940772 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -4941175.000000 Penalty: 1050.732788
	Iteration 17Q: 3 clusters Score -4941175 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -4941580.000000 Penalty: 1050.732788
	Iteration 18Q: 3 clusters Score -4941580 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -4942041.000000 Penalty: 1050.732788
	Iteration 19Q: 3 clusters Score -4942041 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4942394.500000 Penalty: 1050.732788
	Iteration 20F: 3 clusters Score -4942394 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -4942789.000000 Penalty: 1050.732788
	Iteration 21Q: 3 clusters Score -4942789 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4943105.500000 Penalty: 1050.732788
	Iteration 22Q: 3 clusters Score -4943106 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4943326.500000 Penalty: 1050.732788
	Iteration 23Q: 3 clusters Score -4943326 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -4943515.500000 Penalty: 1050.732788
	Iteration 24Q: 3 clusters Score -4943516 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -4943678.000000 Penalty: 1050.732788
	Iteration 25Q: 3 clusters Score -4943678 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4943768.000000 Penalty: 1050.732788
	Iteration 26Q: 3 clusters Score -4943768 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4943898.000000 Penalty: 1050.732788
	Iteration 27Q: 3 clusters Score -4943898 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4943984.500000 Penalty: 1050.732788
	Iteration 28Q: 3 clusters Score -4943984 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -4944058.500000 Penalty: 1050.732788
	Iteration 29Q: 3 clusters Score -4944058 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4944167.500000 Penalty: 1050.732788
	Iteration 30Q: 3 clusters Score -4944168 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -4944226.500000 Penalty: 1050.732788
	Iteration 31Q: 3 clusters Score -4944226 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4944313.000000 Penalty: 1050.732788
	Iteration 32Q: 3 clusters Score -4944313 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -4944432.500000 Penalty: 1050.732788
	Iteration 33Q: 3 clusters Score -4944432 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4944540.000000 Penalty: 1050.732788
	Iteration 34Q: 3 clusters Score -4944540 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -4944671.000000 Penalty: 1050.732788
	Iteration 35Q: 3 clusters Score -4944671 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4944768.000000 Penalty: 1050.732788
	Iteration 36Q: 3 clusters Score -4944768 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76545 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -4944858.500000 Penalty: 1050.732788
	Iteration 37Q: 3 clusters Score -4944858 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77238 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -4944941.000000 Penalty: 1050.732788
	Iteration 38Q: 3 clusters Score -4944941 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -4945051.500000 Penalty: 1050.732788
	Iteration 39Q: 3 clusters Score -4945052 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4945115.500000 Penalty: 1050.732788
	Iteration 40F: 3 clusters Score -4945116 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4945229.500000 Penalty: 1050.732788
	Iteration 41Q: 3 clusters Score -4945230 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4945328.500000 Penalty: 1050.732788
	Iteration 42Q: 3 clusters Score -4945328 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4945417.000000 Penalty: 1050.732788
	Iteration 43Q: 3 clusters Score -4945417 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -4945504.500000 Penalty: 1050.732788
	Iteration 44Q: 3 clusters Score -4945504 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81808 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -4945619.000000 Penalty: 1050.732788
	Iteration 45Q: 3 clusters Score -4945619 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -4945728.000000 Penalty: 1050.732788
	Iteration 46Q: 3 clusters Score -4945728 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4945881.500000 Penalty: 1050.732788
	Iteration 47Q: 3 clusters Score -4945882 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -4945993.500000 Penalty: 1050.732788
	Iteration 48Q: 3 clusters Score -4945994 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4946089.000000 Penalty: 1050.732788
	Iteration 49Q: 3 clusters Score -4946089 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -4946192.000000 Penalty: 1050.732788
	Iteration 50Q: 3 clusters Score -4946192 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85849 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -4946335.000000 Penalty: 1050.732788
	Iteration 51Q: 3 clusters Score -4946335 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -4946497.500000 Penalty: 1050.732788
	Iteration 52Q: 3 clusters Score -4946498 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4946681.500000 Penalty: 1050.732788
	Iteration 53Q: 3 clusters Score -4946682 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -4946858.000000 Penalty: 1050.732788
	Iteration 54Q: 3 clusters Score -4946858 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -4947036.000000 Penalty: 1050.732788
	Iteration 55Q: 3 clusters Score -4947036 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -4947263.500000 Penalty: 1050.732788
	Iteration 56Q: 3 clusters Score -4947264 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90842 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4947497.000000 Penalty: 1050.732788
	Iteration 57Q: 3 clusters Score -4947497 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -4947741.000000 Penalty: 1050.732788
	Iteration 58Q: 3 clusters Score -4947741 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -4948012.500000 Penalty: 1050.732788
	Iteration 59Q: 3 clusters Score -4948012 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -4948262.000000 Penalty: 1050.732788
	Iteration 60F: 3 clusters Score -4948262 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -4948530.500000 Penalty: 1050.732788
	Iteration 61Q: 3 clusters Score -4948530 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95439 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -4948795.000000 Penalty: 1050.732788
	Iteration 62Q: 3 clusters Score -4948795 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -4949106.500000 Penalty: 1050.732788
	Iteration 63Q: 3 clusters Score -4949106 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -4949417.500000 Penalty: 1050.732788
	Iteration 64Q: 3 clusters Score -4949418 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4949698.000000 Penalty: 1050.732788
	Iteration 65Q: 3 clusters Score -4949698 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -4950009.500000 Penalty: 1050.732788
	Iteration 66Q: 3 clusters Score -4950010 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -4950287.000000 Penalty: 1050.732788
	Iteration 67Q: 3 clusters Score -4950287 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4950529.000000 Penalty: 1050.732788
	Iteration 68Q: 3 clusters Score -4950529 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100638 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4950746.500000 Penalty: 1050.732788
	Iteration 69Q: 3 clusters Score -4950746 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4950925.000000 Penalty: 1050.732788
	Iteration 70Q: 3 clusters Score -4950925 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101413 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4951109.000000 Penalty: 1050.732788
	Iteration 71Q: 3 clusters Score -4951109 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4951251.000000 Penalty: 1050.732788
	Iteration 72Q: 3 clusters Score -4951251 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101945 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4951363.500000 Penalty: 1050.732788
	Iteration 73Q: 3 clusters Score -4951364 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102118 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4951439.500000 Penalty: 1050.732788
	Iteration 74Q: 3 clusters Score -4951440 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102237 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4951515.500000 Penalty: 1050.732788
	Iteration 75Q: 3 clusters Score -4951516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102331 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4951585.000000 Penalty: 1050.732788
	Iteration 76Q: 3 clusters Score -4951585 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102420 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4951655.500000 Penalty: 1050.732788
	Iteration 77Q: 3 clusters Score -4951656 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102500 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4951701.500000 Penalty: 1050.732788
	Iteration 78Q: 3 clusters Score -4951702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102547 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4951725.500000 Penalty: 1050.732788
	Iteration 79Q: 3 clusters Score -4951726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4951755.500000 Penalty: 1050.732788
	Iteration 80F: 3 clusters Score -4951756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4951771.000000 Penalty: 1050.732788
	Iteration 81Q: 3 clusters Score -4951771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4951774.500000 Penalty: 1050.732788
	Iteration 82Q: 3 clusters Score -4951774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102594 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4951792.000000 Penalty: 1050.732788
	Iteration 83Q: 3 clusters Score -4951792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4951793.000000 Penalty: 1050.732788
	Iteration 84Q: 3 clusters Score -4951793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102625 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4951802.000000 Penalty: 1050.732788
	Iteration 85Q: 3 clusters Score -4951802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102637 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4951793.500000 Penalty: 1050.732788
	Iteration 86Q: 3 clusters Score -4951794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4951796.500000 Penalty: 1050.732788
	Iteration 87Q: 3 clusters Score -4951796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4951797.000000 Penalty: 1050.732788
	Iteration 88Q: 3 clusters Score -4951797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4951799.500000 Penalty: 1050.732788
	Iteration 89Q: 3 clusters Score -4951800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4951800.000000 Penalty: 1050.732788
	Iteration 90Q: 3 clusters Score -4951800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4951803.000000 Penalty: 1050.732788
	Iteration 91Q: 3 clusters Score -4951803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4951806.000000 Penalty: 1050.732788
	Iteration 92Q: 3 clusters Score -4951806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4951803.000000 Penalty: 1050.732788
	Iteration 93Q: 3 clusters Score -4951803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4951805.500000 Penalty: 1050.732788
	Iteration 94Q: 3 clusters Score -4951806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4951805.500000 Penalty: 1050.732788
	Iteration 95F: 3 clusters Score -4951806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (263555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263555 members 
Entering Unmasked Estep 
Score: -13098557.000000 Penalty: 567.931824
	Iteration 0F: 2 clusters Score -1.309856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131780 members 
Mstep: Class 2 contains 131775 members 
Entering Unmasked Estep 
Score: -12974704.000000 Penalty: 1135.863647
	Iteration 0F: 3 clusters Score -1.29747e+07 nChanged 129673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123133 members 
Mstep: Class 2 contains 140422 members 
Entering Unmasked Estep 
Score: -13067435.000000 Penalty: 1135.863647
	Iteration 1F: 3 clusters Score -1.306744e+07 nChanged 21887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119076 members 
Mstep: Class 2 contains 144479 members 
Entering Unmasked Estep 
Score: -13086321.000000 Penalty: 1135.863647
	Iteration 2F: 3 clusters Score -1.308632e+07 nChanged 24417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116431 members 
Mstep: Class 2 contains 147124 members 
Entering Unmasked Estep 
Score: -13106519.000000 Penalty: 1135.863647
	Iteration 3F: 3 clusters Score -1.310652e+07 nChanged 21518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117057 members 
Mstep: Class 2 contains 146498 members 
Entering Unmasked Estep 
Score: -13118420.000000 Penalty: 1135.863647
	Iteration 4F: 3 clusters Score -1.311842e+07 nChanged 14555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120390 members 
Mstep: Class 2 contains 143165 members 
Entering Unmasked Estep 
Score: -13121160.000000 Penalty: 1135.863647
	Iteration 5F: 3 clusters Score -1.312116e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124801 members 
Mstep: Class 2 contains 138754 members 
Entering Unmasked Estep 
Score: -13121577.000000 Penalty: 1135.863647
	Iteration 6Q: 3 clusters Score -1.312158e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129856 members 
Mstep: Class 2 contains 133699 members 
Entering Unmasked Estep 
Score: -13121790.000000 Penalty: 1135.863647
	Iteration 7Q: 3 clusters Score -1.312179e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135221 members 
Mstep: Class 2 contains 128334 members 
Entering Unmasked Estep 
Score: -13122032.000000 Penalty: 1135.863647
	Iteration 8Q: 3 clusters Score -1.312203e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140845 members 
Mstep: Class 2 contains 122710 members 
Entering Unmasked Estep 
Score: -13122558.000000 Penalty: 1135.863647
	Iteration 9Q: 3 clusters Score -1.312256e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146680 members 
Mstep: Class 2 contains 116875 members 
Entering Unmasked Estep 
Score: -13123350.000000 Penalty: 1135.863647
	Iteration 10Q: 3 clusters Score -1.312335e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152573 members 
Mstep: Class 2 contains 110982 members 
Entering Unmasked Estep 
Score: -13124386.000000 Penalty: 1135.863647
	Iteration 11Q: 3 clusters Score -1.312439e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158297 members 
Mstep: Class 2 contains 105258 members 
Entering Unmasked Estep 
Score: -13125186.000000 Penalty: 1135.863647
	Iteration 12Q: 3 clusters Score -1.312519e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163734 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -13126029.000000 Penalty: 1135.863647
	Iteration 13Q: 3 clusters Score -1.312603e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167940 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -13126800.000000 Penalty: 1135.863647
	Iteration 14Q: 3 clusters Score -1.31268e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170882 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -13127519.000000 Penalty: 1135.863647
	Iteration 15Q: 3 clusters Score -1.312752e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173036 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -13127908.000000 Penalty: 1135.863647
	Iteration 16Q: 3 clusters Score -1.312791e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174680 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -13128291.000000 Penalty: 1135.863647
	Iteration 17Q: 3 clusters Score -1.312829e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175843 members 
Mstep: Class 2 contains 87712 members 
Entering Unmasked Estep 
Score: -13128534.000000 Penalty: 1135.863647
	Iteration 18Q: 3 clusters Score -1.312853e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176687 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -13128737.000000 Penalty: 1135.863647
	Iteration 19Q: 3 clusters Score -1.312874e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177356 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -13128953.000000 Penalty: 1135.863647
	Iteration 20F: 3 clusters Score -1.312895e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177874 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -13129172.000000 Penalty: 1135.863647
	Iteration 21Q: 3 clusters Score -1.312917e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178278 members 
Mstep: Class 2 contains 85277 members 
Entering Unmasked Estep 
Score: -13129309.000000 Penalty: 1135.863647
	Iteration 22Q: 3 clusters Score -1.312931e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178552 members 
Mstep: Class 2 contains 85003 members 
Entering Unmasked Estep 
Score: -13129358.000000 Penalty: 1135.863647
	Iteration 23Q: 3 clusters Score -1.312936e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178793 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -13129477.000000 Penalty: 1135.863647
	Iteration 24Q: 3 clusters Score -1.312948e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178870 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -13129574.000000 Penalty: 1135.863647
	Iteration 25Q: 3 clusters Score -1.312957e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178846 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -13129625.000000 Penalty: 1135.863647
	Iteration 26Q: 3 clusters Score -1.312962e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178829 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
Score: -13129643.000000 Penalty: 1135.863647
	Iteration 27Q: 3 clusters Score -1.312964e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178823 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -13129633.000000 Penalty: 1135.863647
	Iteration 28Q: 3 clusters Score -1.312963e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178790 members 
Mstep: Class 2 contains 84765 members 
Entering Unmasked Estep 
Score: -13129657.000000 Penalty: 1135.863647
	Iteration 29Q: 3 clusters Score -1.312966e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178801 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -13129731.000000 Penalty: 1135.863647
	Iteration 30Q: 3 clusters Score -1.312973e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178819 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -13129745.000000 Penalty: 1135.863647
	Iteration 31Q: 3 clusters Score -1.312974e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178827 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -13129818.000000 Penalty: 1135.863647
	Iteration 32Q: 3 clusters Score -1.312982e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178828 members 
Mstep: Class 2 contains 84727 members 
Entering Unmasked Estep 
Score: -13129840.000000 Penalty: 1135.863647
	Iteration 33Q: 3 clusters Score -1.312984e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178815 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
Score: -13129916.000000 Penalty: 1135.863647
	Iteration 34Q: 3 clusters Score -1.312992e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178846 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -13129939.000000 Penalty: 1135.863647
	Iteration 35Q: 3 clusters Score -1.312994e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178840 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -13129927.000000 Penalty: 1135.863647
	Iteration 36Q: 3 clusters Score -1.312993e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178822 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -13129932.000000 Penalty: 1135.863647
	Iteration 37Q: 3 clusters Score -1.312993e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178809 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -13129938.000000 Penalty: 1135.863647
	Iteration 38Q: 3 clusters Score -1.312994e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178794 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -13129934.000000 Penalty: 1135.863647
	Iteration 39Q: 3 clusters Score -1.312993e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178788 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -13129995.000000 Penalty: 1135.863647
	Iteration 40F: 3 clusters Score -1.313e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178790 members 
Mstep: Class 2 contains 84765 members 
Entering Unmasked Estep 
Score: -13130016.000000 Penalty: 1135.863647
	Iteration 41Q: 3 clusters Score -1.313002e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178782 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -13130042.000000 Penalty: 1135.863647
	Iteration 42Q: 3 clusters Score -1.313004e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178777 members 
Mstep: Class 2 contains 84778 members 
Entering Unmasked Estep 
Score: -13130029.000000 Penalty: 1135.863647
	Iteration 43Q: 3 clusters Score -1.313003e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178782 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -13130065.000000 Penalty: 1135.863647
	Iteration 44Q: 3 clusters Score -1.313006e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178784 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -13130085.000000 Penalty: 1135.863647
	Iteration 45Q: 3 clusters Score -1.313008e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178770 members 
Mstep: Class 2 contains 84785 members 
Entering Unmasked Estep 
Score: -13130108.000000 Penalty: 1135.863647
	Iteration 46Q: 3 clusters Score -1.313011e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178758 members 
Mstep: Class 2 contains 84797 members 
Entering Unmasked Estep 
Score: -13130131.000000 Penalty: 1135.863647
	Iteration 47Q: 3 clusters Score -1.313013e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178724 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -13130121.000000 Penalty: 1135.863647
	Iteration 48Q: 3 clusters Score -1.313012e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178712 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -13130136.000000 Penalty: 1135.863647
	Iteration 49Q: 3 clusters Score -1.313014e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178691 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -13130129.000000 Penalty: 1135.863647
	Iteration 50Q: 3 clusters Score -1.313013e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178676 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -13130126.000000 Penalty: 1135.863647
	Iteration 51Q: 3 clusters Score -1.313013e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178653 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -13130119.000000 Penalty: 1135.863647
	Iteration 52Q: 3 clusters Score -1.313012e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178630 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
Score: -13130130.000000 Penalty: 1135.863647
	Iteration 53Q: 3 clusters Score -1.313013e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178598 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -13130115.000000 Penalty: 1135.863647
	Iteration 54Q: 3 clusters Score -1.313012e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178591 members 
Mstep: Class 2 contains 84964 members 
Entering Unmasked Estep 
Score: -13130137.000000 Penalty: 1135.863647
	Iteration 55Q: 3 clusters Score -1.313014e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178586 members 
Mstep: Class 2 contains 84969 members 
Entering Unmasked Estep 
Score: -13130143.000000 Penalty: 1135.863647
	Iteration 56Q: 3 clusters Score -1.313014e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178580 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -13130135.000000 Penalty: 1135.863647
	Iteration 57Q: 3 clusters Score -1.313014e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178593 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -13130148.000000 Penalty: 1135.863647
	Iteration 58Q: 3 clusters Score -1.313015e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178605 members 
Mstep: Class 2 contains 84950 members 
Entering Unmasked Estep 
Score: -13130141.000000 Penalty: 1135.863647
	Iteration 59Q: 3 clusters Score -1.313014e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178611 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -13130126.000000 Penalty: 1135.863647
	Iteration 60F: 3 clusters Score -1.313013e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178609 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -13130114.000000 Penalty: 1135.863647
	Iteration 61Q: 3 clusters Score -1.313011e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178595 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -13130119.000000 Penalty: 1135.863647
	Iteration 62Q: 3 clusters Score -1.313012e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178574 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -13130126.000000 Penalty: 1135.863647
	Iteration 63Q: 3 clusters Score -1.313013e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178559 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -13130132.000000 Penalty: 1135.863647
	Iteration 64Q: 3 clusters Score -1.313013e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178550 members 
Mstep: Class 2 contains 85005 members 
Entering Unmasked Estep 
Score: -13130122.000000 Penalty: 1135.863647
	Iteration 65Q: 3 clusters Score -1.313012e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178551 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -13130133.000000 Penalty: 1135.863647
	Iteration 66Q: 3 clusters Score -1.313013e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178544 members 
Mstep: Class 2 contains 85011 members 
Entering Unmasked Estep 
Score: -13130146.000000 Penalty: 1135.863647
	Iteration 67Q: 3 clusters Score -1.313015e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178537 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -13130135.000000 Penalty: 1135.863647
	Iteration 68Q: 3 clusters Score -1.313014e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178538 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -13130120.000000 Penalty: 1135.863647
	Iteration 69Q: 3 clusters Score -1.313012e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178525 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -13130129.000000 Penalty: 1135.863647
	Iteration 70Q: 3 clusters Score -1.313013e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178508 members 
Mstep: Class 2 contains 85047 members 
Entering Unmasked Estep 
Score: -13130128.000000 Penalty: 1135.863647
	Iteration 71Q: 3 clusters Score -1.313013e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178481 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -13130118.000000 Penalty: 1135.863647
	Iteration 72Q: 3 clusters Score -1.313012e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178461 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -13130129.000000 Penalty: 1135.863647
	Iteration 73Q: 3 clusters Score -1.313013e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178442 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -13130139.000000 Penalty: 1135.863647
	Iteration 74Q: 3 clusters Score -1.313014e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178428 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -13130126.000000 Penalty: 1135.863647
	Iteration 75Q: 3 clusters Score -1.313013e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178422 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -13130124.000000 Penalty: 1135.863647
	Iteration 76Q: 3 clusters Score -1.313012e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178428 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -13130128.000000 Penalty: 1135.863647
	Iteration 77Q: 3 clusters Score -1.313013e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178430 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -13130116.000000 Penalty: 1135.863647
	Iteration 78Q: 3 clusters Score -1.313012e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178421 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -13130124.000000 Penalty: 1135.863647
	Iteration 79Q: 3 clusters Score -1.313012e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178413 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -13130111.000000 Penalty: 1135.863647
	Iteration 80F: 3 clusters Score -1.313011e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -13130113.000000 Penalty: 1135.863647
	Iteration 81Q: 3 clusters Score -1.313011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -13130112.000000 Penalty: 1135.863647
	Iteration 82Q: 3 clusters Score -1.313011e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -13130115.000000 Penalty: 1135.863647
	Iteration 83Q: 3 clusters Score -1.313012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178404 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -13130114.000000 Penalty: 1135.863647
	Iteration 84Q: 3 clusters Score -1.313011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -13130112.000000 Penalty: 1135.863647
	Iteration 85Q: 3 clusters Score -1.313011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178400 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -13130121.000000 Penalty: 1135.863647
	Iteration 86Q: 3 clusters Score -1.313012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178397 members 
Mstep: Class 2 contains 85158 members 
Entering Unmasked Estep 
Score: -13130124.000000 Penalty: 1135.863647
	Iteration 87Q: 3 clusters Score -1.313012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178392 members 
Mstep: Class 2 contains 85163 members 
Entering Unmasked Estep 
Score: -13130124.000000 Penalty: 1135.863647
	Iteration 88Q: 3 clusters Score -1.313012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178388 members 
Mstep: Class 2 contains 85167 members 
Entering Unmasked Estep 
Score: -13130126.000000 Penalty: 1135.863647
	Iteration 89Q: 3 clusters Score -1.313013e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178390 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -13130117.000000 Penalty: 1135.863647
	Iteration 90Q: 3 clusters Score -1.313012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178393 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -13130116.000000 Penalty: 1135.863647
	Iteration 91Q: 3 clusters Score -1.313012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178398 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -13130111.000000 Penalty: 1135.863647
	Iteration 92Q: 3 clusters Score -1.313011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178393 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -13130110.000000 Penalty: 1135.863647
	Iteration 93Q: 3 clusters Score -1.313011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178391 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -13130123.000000 Penalty: 1135.863647
	Iteration 94Q: 3 clusters Score -1.313012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 85168 members 
Entering Unmasked Estep 
Score: -13130133.000000 Penalty: 1135.863647
	Iteration 95Q: 3 clusters Score -1.313013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178388 members 
Mstep: Class 2 contains 85167 members 
Entering Unmasked Estep 
Score: -13130130.000000 Penalty: 1135.863647
	Iteration 96Q: 3 clusters Score -1.313013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178393 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -13130138.000000 Penalty: 1135.863647
	Iteration 97Q: 3 clusters Score -1.313014e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178398 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -13130138.000000 Penalty: 1135.863647
	Iteration 98Q: 3 clusters Score -1.313014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -13130148.000000 Penalty: 1135.863647
	Iteration 99Q: 3 clusters Score -1.313015e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178395 members 
Mstep: Class 2 contains 85160 members 
Entering Unmasked Estep 
Score: -13130151.000000 Penalty: 1135.863647
	Iteration 100F: 3 clusters Score -1.313015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178390 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -13130142.000000 Penalty: 1135.863647
	Iteration 101Q: 3 clusters Score -1.313014e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178391 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -13130152.000000 Penalty: 1135.863647
	Iteration 102Q: 3 clusters Score -1.313015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 85168 members 
Entering Unmasked Estep 
Score: -13130161.000000 Penalty: 1135.863647
	Iteration 103Q: 3 clusters Score -1.313016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178379 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -13130163.000000 Penalty: 1135.863647
	Iteration 104Q: 3 clusters Score -1.313016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -13130168.000000 Penalty: 1135.863647
	Iteration 105Q: 3 clusters Score -1.313017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178375 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -13130173.000000 Penalty: 1135.863647
	Iteration 106Q: 3 clusters Score -1.313017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178373 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -13130176.000000 Penalty: 1135.863647
	Iteration 107Q: 3 clusters Score -1.313018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -13130173.000000 Penalty: 1135.863647
	Iteration 108Q: 3 clusters Score -1.313017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178373 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -13130172.000000 Penalty: 1135.863647
	Iteration 109Q: 3 clusters Score -1.313017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178370 members 
Mstep: Class 2 contains 85185 members 
Entering Unmasked Estep 
Score: -13130171.000000 Penalty: 1135.863647
	Iteration 110Q: 3 clusters Score -1.313017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178368 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -13130165.000000 Penalty: 1135.863647
	Iteration 111Q: 3 clusters Score -1.313016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178366 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -13130159.000000 Penalty: 1135.863647
	Iteration 112Q: 3 clusters Score -1.313016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178358 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -13130156.000000 Penalty: 1135.863647
	Iteration 113Q: 3 clusters Score -1.313016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178355 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -13130156.000000 Penalty: 1135.863647
	Iteration 114Q: 3 clusters Score -1.313016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178347 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -13130152.000000 Penalty: 1135.863647
	Iteration 115Q: 3 clusters Score -1.313015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178335 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -13130162.000000 Penalty: 1135.863647
	Iteration 116Q: 3 clusters Score -1.313016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178323 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -13130164.000000 Penalty: 1135.863647
	Iteration 117Q: 3 clusters Score -1.313016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178314 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -13130166.000000 Penalty: 1135.863647
	Iteration 118Q: 3 clusters Score -1.313017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178312 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -13130163.000000 Penalty: 1135.863647
	Iteration 119Q: 3 clusters Score -1.313016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178317 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -13130161.000000 Penalty: 1135.863647
	Iteration 120F: 3 clusters Score -1.313016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178318 members 
Mstep: Class 2 contains 85237 members 
Entering Unmasked Estep 
Score: -13130160.000000 Penalty: 1135.863647
	Iteration 121Q: 3 clusters Score -1.313016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178319 members 
Mstep: Class 2 contains 85236 members 
Entering Unmasked Estep 
Score: -13130178.000000 Penalty: 1135.863647
	Iteration 122Q: 3 clusters Score -1.313018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178311 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -13130176.000000 Penalty: 1135.863647
	Iteration 123Q: 3 clusters Score -1.313018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178300 members 
Mstep: Class 2 contains 85255 members 
Entering Unmasked Estep 
Score: -13130165.000000 Penalty: 1135.863647
	Iteration 124Q: 3 clusters Score -1.313016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178288 members 
Mstep: Class 2 contains 85267 members 
Entering Unmasked Estep 
Score: -13130172.000000 Penalty: 1135.863647
	Iteration 125Q: 3 clusters Score -1.313017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178281 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -13130164.000000 Penalty: 1135.863647
	Iteration 126Q: 3 clusters Score -1.313016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178275 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -13130161.000000 Penalty: 1135.863647
	Iteration 127Q: 3 clusters Score -1.313016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -13130166.000000 Penalty: 1135.863647
	Iteration 128Q: 3 clusters Score -1.313017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178279 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -13130168.000000 Penalty: 1135.863647
	Iteration 129Q: 3 clusters Score -1.313017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178282 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -13130166.000000 Penalty: 1135.863647
	Iteration 130Q: 3 clusters Score -1.313017e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178284 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -13130180.000000 Penalty: 1135.863647
	Iteration 131Q: 3 clusters Score -1.313018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -13130174.000000 Penalty: 1135.863647
	Iteration 132Q: 3 clusters Score -1.313017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -13130176.000000 Penalty: 1135.863647
	Iteration 133Q: 3 clusters Score -1.313018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178302 members 
Mstep: Class 2 contains 85253 members 
Entering Unmasked Estep 
Score: -13130166.000000 Penalty: 1135.863647
	Iteration 134Q: 3 clusters Score -1.313017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178305 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -13130159.000000 Penalty: 1135.863647
	Iteration 135Q: 3 clusters Score -1.313016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178310 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -13130165.000000 Penalty: 1135.863647
	Iteration 136Q: 3 clusters Score -1.313016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178312 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -13130173.000000 Penalty: 1135.863647
	Iteration 137Q: 3 clusters Score -1.313017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178314 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -13130178.000000 Penalty: 1135.863647
	Iteration 138Q: 3 clusters Score -1.313018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178317 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -13130177.000000 Penalty: 1135.863647
	Iteration 139Q: 3 clusters Score -1.313018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178320 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -13130180.000000 Penalty: 1135.863647
	Iteration 140F: 3 clusters Score -1.313018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178319 members 
Mstep: Class 2 contains 85236 members 
Entering Unmasked Estep 
Score: -13130174.000000 Penalty: 1135.863647
	Iteration 141Q: 3 clusters Score -1.313017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178322 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -13130177.000000 Penalty: 1135.863647
	Iteration 142Q: 3 clusters Score -1.313018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178322 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -13130171.000000 Penalty: 1135.863647
	Iteration 143Q: 3 clusters Score -1.313017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178322 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -13130172.000000 Penalty: 1135.863647
	Iteration 144Q: 3 clusters Score -1.313017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178325 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -13130170.000000 Penalty: 1135.863647
	Iteration 145Q: 3 clusters Score -1.313017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178326 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -13130174.000000 Penalty: 1135.863647
	Iteration 146Q: 3 clusters Score -1.313017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178326 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -13130174.000000 Penalty: 1135.863647
	Iteration 147F: 3 clusters Score -1.313017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 178326 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 212472 members 
Mstep: Class 6 contains 4856 members 
Mstep: Class 7 contains 224646 members 
Mstep: Class 8 contains 329792 members 
Mstep: Class 9 contains 63357 members 
Mstep: Class 10 contains 8437 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 62983 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 244157 members 
Mstep: Class 19 contains 85229 members 
Entering Unmasked Estep 
Score: -90367512.000000 Penalty: 12527.755859
Splitting cluster 3 changes total score from -90335744.000000 to -90367512.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (1539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Entering Unmasked Estep 
Score: -41798.089844 Penalty: 333.919403
	Iteration 0F: 2 clusters Score -41798.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -40807.109375 Penalty: 667.838806
	Iteration 0F: 3 clusters Score -40807.11 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -42781.207031 Penalty: 667.838806
	Iteration 1F: 3 clusters Score -42781.21 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -43397.414062 Penalty: 667.838806
	Iteration 2F: 3 clusters Score -43397.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -43536.023438 Penalty: 667.838806
	Iteration 3F: 3 clusters Score -43536.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -43566.156250 Penalty: 667.838806
	Iteration 4Q: 3 clusters Score -43566.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -43583.800781 Penalty: 667.838806
	Iteration 5Q: 3 clusters Score -43583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -43588.488281 Penalty: 667.838806
	Iteration 6Q: 3 clusters Score -43588.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -43593.890625 Penalty: 667.838806
	Iteration 7Q: 3 clusters Score -43593.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -43597.066406 Penalty: 667.838806
	Iteration 8Q: 3 clusters Score -43597.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -43601.593750 Penalty: 667.838806
	Iteration 9Q: 3 clusters Score -43601.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -43603.402344 Penalty: 667.838806
	Iteration 10Q: 3 clusters Score -43603.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -43606.292969 Penalty: 667.838806
	Iteration 11Q: 3 clusters Score -43606.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -43610.187500 Penalty: 667.838806
	Iteration 12Q: 3 clusters Score -43610.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -43611.457031 Penalty: 667.838806
	Iteration 13Q: 3 clusters Score -43611.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -43612.003906 Penalty: 667.838806
	Iteration 14Q: 3 clusters Score -43612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -43612.792969 Penalty: 667.838806
	Iteration 15Q: 3 clusters Score -43612.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -43613.292969 Penalty: 667.838806
	Iteration 16Q: 3 clusters Score -43613.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -43613.558594 Penalty: 667.838806
	Iteration 17Q: 3 clusters Score -43613.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -43613.558594 Penalty: 667.838806
	Iteration 18F: 3 clusters Score -43613.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 178326 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 212472 members 
Mstep: Class 6 contains 4856 members 
Mstep: Class 7 contains 224646 members 
Mstep: Class 8 contains 329792 members 
Mstep: Class 9 contains 63357 members 
Mstep: Class 10 contains 8437 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 62983 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 244157 members 
Mstep: Class 19 contains 85229 members 
Mstep: Class 20 contains 901 members 
Entering Unmasked Estep 
Score: -90368896.000000 Penalty: 13187.111328
Splitting cluster 4 changes total score from -90335744.000000 to -90368896.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (212472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212472 members 
Entering Unmasked Estep 
Score: -10102125.000000 Penalty: 558.128723
	Iteration 0F: 2 clusters Score -1.010212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105763 members 
Mstep: Class 2 contains 106709 members 
Entering Unmasked Estep 
Score: -9961629.000000 Penalty: 1116.257446
	Iteration 0F: 3 clusters Score -9961629 nChanged 104874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 135327 members 
Entering Unmasked Estep 
Score: -10035351.000000 Penalty: 1116.257446
	Iteration 1F: 3 clusters Score -1.003535e+07 nChanged 17784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 151433 members 
Entering Unmasked Estep 
Score: -10049288.000000 Penalty: 1116.257446
	Iteration 2F: 3 clusters Score -1.004929e+07 nChanged 20057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 169810 members 
Entering Unmasked Estep 
Score: -10067794.000000 Penalty: 1116.257446
	Iteration 3F: 3 clusters Score -1.006779e+07 nChanged 17388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 185830 members 
Entering Unmasked Estep 
Score: -10084262.000000 Penalty: 1116.257446
	Iteration 4F: 3 clusters Score -1.008426e+07 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 196655 members 
Entering Unmasked Estep 
Score: -10094508.000000 Penalty: 1116.257446
	Iteration 5F: 3 clusters Score -1.009451e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 203180 members 
Entering Unmasked Estep 
Score: -10099826.000000 Penalty: 1116.257446
	Iteration 6Q: 3 clusters Score -1.009983e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 206821 members 
Entering Unmasked Estep 
Score: -10102004.000000 Penalty: 1116.257446
	Iteration 7Q: 3 clusters Score -1.0102e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 208607 members 
Entering Unmasked Estep 
Score: -10102959.000000 Penalty: 1116.257446
	Iteration 8Q: 3 clusters Score -1.010296e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 209316 members 
Entering Unmasked Estep 
Score: -10103458.000000 Penalty: 1116.257446
	Iteration 9Q: 3 clusters Score -1.010346e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 209616 members 
Entering Unmasked Estep 
Score: -10103652.000000 Penalty: 1116.257446
	Iteration 10Q: 3 clusters Score -1.010365e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 209797 members 
Entering Unmasked Estep 
Score: -10103721.000000 Penalty: 1116.257446
	Iteration 11Q: 3 clusters Score -1.010372e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 209951 members 
Entering Unmasked Estep 
Score: -10103669.000000 Penalty: 1116.257446
	Iteration 12Q: 3 clusters Score -1.010367e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 210077 members 
Entering Unmasked Estep 
Score: -10103618.000000 Penalty: 1116.257446
	Iteration 13Q: 3 clusters Score -1.010362e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 210168 members 
Entering Unmasked Estep 
Score: -10103568.000000 Penalty: 1116.257446
	Iteration 14Q: 3 clusters Score -1.010357e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 210238 members 
Entering Unmasked Estep 
Score: -10103552.000000 Penalty: 1116.257446
	Iteration 15Q: 3 clusters Score -1.010355e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 210312 members 
Entering Unmasked Estep 
Score: -10103500.000000 Penalty: 1116.257446
	Iteration 16Q: 3 clusters Score -1.01035e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 210383 members 
Entering Unmasked Estep 
Score: -10103456.000000 Penalty: 1116.257446
	Iteration 17Q: 3 clusters Score -1.010346e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 210440 members 
Entering Unmasked Estep 
Score: -10103444.000000 Penalty: 1116.257446
	Iteration 18Q: 3 clusters Score -1.010344e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 210490 members 
Entering Unmasked Estep 
Score: -10103429.000000 Penalty: 1116.257446
	Iteration 19Q: 3 clusters Score -1.010343e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 210532 members 
Entering Unmasked Estep 
Score: -10103427.000000 Penalty: 1116.257446
	Iteration 20F: 3 clusters Score -1.010343e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 210571 members 
Entering Unmasked Estep 
Score: -10103400.000000 Penalty: 1116.257446
	Iteration 21Q: 3 clusters Score -1.01034e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 210612 members 
Entering Unmasked Estep 
Score: -10103367.000000 Penalty: 1116.257446
	Iteration 22Q: 3 clusters Score -1.010337e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 210640 members 
Entering Unmasked Estep 
Score: -10103332.000000 Penalty: 1116.257446
	Iteration 23Q: 3 clusters Score -1.010333e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 210672 members 
Entering Unmasked Estep 
Score: -10103318.000000 Penalty: 1116.257446
	Iteration 24Q: 3 clusters Score -1.010332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 210694 members 
Entering Unmasked Estep 
Score: -10103298.000000 Penalty: 1116.257446
	Iteration 25Q: 3 clusters Score -1.01033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 210712 members 
Entering Unmasked Estep 
Score: -10103284.000000 Penalty: 1116.257446
	Iteration 26Q: 3 clusters Score -1.010328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 210726 members 
Entering Unmasked Estep 
Score: -10103277.000000 Penalty: 1116.257446
	Iteration 27Q: 3 clusters Score -1.010328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 210744 members 
Entering Unmasked Estep 
Score: -10103266.000000 Penalty: 1116.257446
	Iteration 28Q: 3 clusters Score -1.010327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 210765 members 
Entering Unmasked Estep 
Score: -10103247.000000 Penalty: 1116.257446
	Iteration 29Q: 3 clusters Score -1.010325e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 210787 members 
Entering Unmasked Estep 
Score: -10103228.000000 Penalty: 1116.257446
	Iteration 30Q: 3 clusters Score -1.010323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 210801 members 
Entering Unmasked Estep 
Score: -10103218.000000 Penalty: 1116.257446
	Iteration 31Q: 3 clusters Score -1.010322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 210815 members 
Entering Unmasked Estep 
Score: -10103203.000000 Penalty: 1116.257446
	Iteration 32Q: 3 clusters Score -1.01032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 210829 members 
Entering Unmasked Estep 
Score: -10103186.000000 Penalty: 1116.257446
	Iteration 33Q: 3 clusters Score -1.010319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 210838 members 
Entering Unmasked Estep 
Score: -10103184.000000 Penalty: 1116.257446
	Iteration 34Q: 3 clusters Score -1.010318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 210844 members 
Entering Unmasked Estep 
Score: -10103189.000000 Penalty: 1116.257446
	Iteration 35Q: 3 clusters Score -1.010319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 210846 members 
Entering Unmasked Estep 
Score: -10103185.000000 Penalty: 1116.257446
	Iteration 36Q: 3 clusters Score -1.010318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 210849 members 
Entering Unmasked Estep 
Score: -10103188.000000 Penalty: 1116.257446
	Iteration 37Q: 3 clusters Score -1.010319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 210851 members 
Entering Unmasked Estep 
Score: -10103183.000000 Penalty: 1116.257446
	Iteration 38Q: 3 clusters Score -1.010318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 210855 members 
Entering Unmasked Estep 
Score: -10103173.000000 Penalty: 1116.257446
	Iteration 39Q: 3 clusters Score -1.010317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 210859 members 
Entering Unmasked Estep 
Score: -10103170.000000 Penalty: 1116.257446
	Iteration 40F: 3 clusters Score -1.010317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 210862 members 
Entering Unmasked Estep 
Score: -10103169.000000 Penalty: 1116.257446
	Iteration 41Q: 3 clusters Score -1.010317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 210866 members 
Entering Unmasked Estep 
Score: -10103171.000000 Penalty: 1116.257446
	Iteration 42Q: 3 clusters Score -1.010317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 210873 members 
Entering Unmasked Estep 
Score: -10103169.000000 Penalty: 1116.257446
	Iteration 43Q: 3 clusters Score -1.010317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 210879 members 
Entering Unmasked Estep 
Score: -10103165.000000 Penalty: 1116.257446
	Iteration 44Q: 3 clusters Score -1.010316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 210881 members 
Entering Unmasked Estep 
Score: -10103164.000000 Penalty: 1116.257446
	Iteration 45Q: 3 clusters Score -1.010316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 210883 members 
Entering Unmasked Estep 
Score: -10103157.000000 Penalty: 1116.257446
	Iteration 46Q: 3 clusters Score -1.010316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 210884 members 
Entering Unmasked Estep 
Score: -10103158.000000 Penalty: 1116.257446
	Iteration 47Q: 3 clusters Score -1.010316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 210886 members 
Entering Unmasked Estep 
Score: -10103159.000000 Penalty: 1116.257446
	Iteration 48Q: 3 clusters Score -1.010316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 210887 members 
Entering Unmasked Estep 
Score: -10103161.000000 Penalty: 1116.257446
	Iteration 49Q: 3 clusters Score -1.010316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 210890 members 
Entering Unmasked Estep 
Score: -10103161.000000 Penalty: 1116.257446
	Iteration 50Q: 3 clusters Score -1.010316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 210893 members 
Entering Unmasked Estep 
Score: -10103161.000000 Penalty: 1116.257446
	Iteration 51Q: 3 clusters Score -1.010316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 210897 members 
Entering Unmasked Estep 
Score: -10103154.000000 Penalty: 1116.257446
	Iteration 52Q: 3 clusters Score -1.010315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 210898 members 
Entering Unmasked Estep 
Score: -10103146.000000 Penalty: 1116.257446
	Iteration 53Q: 3 clusters Score -1.010315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 210898 members 
Entering Unmasked Estep 
Score: -10103146.000000 Penalty: 1116.257446
	Iteration 54F: 3 clusters Score -1.010315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 178326 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 4856 members 
Mstep: Class 7 contains 224646 members 
Mstep: Class 8 contains 329792 members 
Mstep: Class 9 contains 63357 members 
Mstep: Class 10 contains 8437 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 62983 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 244157 members 
Mstep: Class 19 contains 85229 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 210898 members 
Entering Unmasked Estep 
Score: -90369088.000000 Penalty: 13846.466797
Splitting cluster 5 changes total score from -90335744.000000 to -90369088.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (4856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Entering Unmasked Estep 
Score: -194825.765625 Penalty: 386.202637
	Iteration 0F: 2 clusters Score -194825.8 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 2390 members 
Entering Unmasked Estep 
Score: -191589.015625 Penalty: 772.405273
	Iteration 0F: 3 clusters Score -191589 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -193487.515625 Penalty: 772.405273
	Iteration 1F: 3 clusters Score -193487.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -193973.593750 Penalty: 772.405273
	Iteration 2F: 3 clusters Score -193973.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -194186.609375 Penalty: 772.405273
	Iteration 3F: 3 clusters Score -194186.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -194316.046875 Penalty: 772.405273
	Iteration 4F: 3 clusters Score -194316 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -194391.328125 Penalty: 772.405273
	Iteration 5Q: 3 clusters Score -194391.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -194441.359375 Penalty: 772.405273
	Iteration 6Q: 3 clusters Score -194441.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -194471.359375 Penalty: 772.405273
	Iteration 7Q: 3 clusters Score -194471.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -194496.015625 Penalty: 772.405273
	Iteration 8Q: 3 clusters Score -194496 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -194524.265625 Penalty: 772.405273
	Iteration 9Q: 3 clusters Score -194524.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -194552.046875 Penalty: 772.405273
	Iteration 10Q: 3 clusters Score -194552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -194579.218750 Penalty: 772.405273
	Iteration 11Q: 3 clusters Score -194579.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -194613.515625 Penalty: 772.405273
	Iteration 12Q: 3 clusters Score -194613.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -194639.031250 Penalty: 772.405273
	Iteration 13Q: 3 clusters Score -194639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -194650.031250 Penalty: 772.405273
	Iteration 14Q: 3 clusters Score -194650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -194658.890625 Penalty: 772.405273
	Iteration 15Q: 3 clusters Score -194658.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -194664.468750 Penalty: 772.405273
	Iteration 16Q: 3 clusters Score -194664.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -194667.343750 Penalty: 772.405273
	Iteration 17Q: 3 clusters Score -194667.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -194671.687500 Penalty: 772.405273
	Iteration 18Q: 3 clusters Score -194671.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -194676.031250 Penalty: 772.405273
	Iteration 19Q: 3 clusters Score -194676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -194681.203125 Penalty: 772.405273
	Iteration 20F: 3 clusters Score -194681.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -194686.593750 Penalty: 772.405273
	Iteration 21Q: 3 clusters Score -194686.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -194690.687500 Penalty: 772.405273
	Iteration 22Q: 3 clusters Score -194690.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -194693.875000 Penalty: 772.405273
	Iteration 23Q: 3 clusters Score -194693.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -194697.625000 Penalty: 772.405273
	Iteration 24Q: 3 clusters Score -194697.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -194702.906250 Penalty: 772.405273
	Iteration 25Q: 3 clusters Score -194702.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -194708.343750 Penalty: 772.405273
	Iteration 26Q: 3 clusters Score -194708.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -194716.718750 Penalty: 772.405273
	Iteration 27Q: 3 clusters Score -194716.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -194731.625000 Penalty: 772.405273
	Iteration 28Q: 3 clusters Score -194731.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -194735.218750 Penalty: 772.405273
	Iteration 29Q: 3 clusters Score -194735.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -194737.343750 Penalty: 772.405273
	Iteration 30Q: 3 clusters Score -194737.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -194737.953125 Penalty: 772.405273
	Iteration 31Q: 3 clusters Score -194738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -194739.203125 Penalty: 772.405273
	Iteration 32Q: 3 clusters Score -194739.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -194740.046875 Penalty: 772.405273
	Iteration 33Q: 3 clusters Score -194740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -194742.656250 Penalty: 772.405273
	Iteration 34Q: 3 clusters Score -194742.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -194746.000000 Penalty: 772.405273
	Iteration 35Q: 3 clusters Score -194746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -194748.234375 Penalty: 772.405273
	Iteration 36Q: 3 clusters Score -194748.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -194752.656250 Penalty: 772.405273
	Iteration 37Q: 3 clusters Score -194752.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -194755.218750 Penalty: 772.405273
	Iteration 38Q: 3 clusters Score -194755.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -194757.609375 Penalty: 772.405273
	Iteration 39Q: 3 clusters Score -194757.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -194760.265625 Penalty: 772.405273
	Iteration 40F: 3 clusters Score -194760.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -194761.109375 Penalty: 772.405273
	Iteration 41Q: 3 clusters Score -194761.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -194763.062500 Penalty: 772.405273
	Iteration 42Q: 3 clusters Score -194763.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -194765.593750 Penalty: 772.405273
	Iteration 43Q: 3 clusters Score -194765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -194767.281250 Penalty: 772.405273
	Iteration 44Q: 3 clusters Score -194767.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -194769.609375 Penalty: 772.405273
	Iteration 45Q: 3 clusters Score -194769.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -194773.078125 Penalty: 772.405273
	Iteration 46Q: 3 clusters Score -194773.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -194777.421875 Penalty: 772.405273
	Iteration 47Q: 3 clusters Score -194777.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -194783.500000 Penalty: 772.405273
	Iteration 48Q: 3 clusters Score -194783.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -194794.031250 Penalty: 772.405273
	Iteration 49Q: 3 clusters Score -194794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -194805.203125 Penalty: 772.405273
	Iteration 50Q: 3 clusters Score -194805.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -194819.093750 Penalty: 772.405273
	Iteration 51Q: 3 clusters Score -194819.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -194835.718750 Penalty: 772.405273
	Iteration 52Q: 3 clusters Score -194835.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -194853.125000 Penalty: 772.405273
	Iteration 53Q: 3 clusters Score -194853.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -194865.671875 Penalty: 772.405273
	Iteration 54Q: 3 clusters Score -194865.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -194881.187500 Penalty: 772.405273
	Iteration 55Q: 3 clusters Score -194881.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -194897.546875 Penalty: 772.405273
	Iteration 56Q: 3 clusters Score -194897.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -194926.156250 Penalty: 772.405273
	Iteration 57Q: 3 clusters Score -194926.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -194974.859375 Penalty: 772.405273
	Iteration 58Q: 3 clusters Score -194974.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -195010.125000 Penalty: 772.405273
	Iteration 59Q: 3 clusters Score -195010.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -195028.843750 Penalty: 772.405273
	Iteration 60F: 3 clusters Score -195028.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -195040.296875 Penalty: 772.405273
	Iteration 61Q: 3 clusters Score -195040.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -195044.890625 Penalty: 772.405273
	Iteration 62Q: 3 clusters Score -195044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -195047.796875 Penalty: 772.405273
	Iteration 63Q: 3 clusters Score -195047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -195050.250000 Penalty: 772.405273
	Iteration 64Q: 3 clusters Score -195050.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -195051.796875 Penalty: 772.405273
	Iteration 65Q: 3 clusters Score -195051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -195053.718750 Penalty: 772.405273
	Iteration 66Q: 3 clusters Score -195053.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -195055.562500 Penalty: 772.405273
	Iteration 67Q: 3 clusters Score -195055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -195055.781250 Penalty: 772.405273
	Iteration 68Q: 3 clusters Score -195055.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -195055.781250 Penalty: 772.405273
	Iteration 69F: 3 clusters Score -195055.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 178326 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 224646 members 
Mstep: Class 8 contains 329792 members 
Mstep: Class 9 contains 63357 members 
Mstep: Class 10 contains 8437 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 62983 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 244157 members 
Mstep: Class 19 contains 85229 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 210898 members 
Mstep: Class 22 contains 3973 members 
Entering Unmasked Estep 
Score: -90369248.000000 Penalty: 14505.822266
Splitting cluster 6 changes total score from -90335744.000000 to -90369248.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (224646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224646 members 
Entering Unmasked Estep 
Score: -10551823.000000 Penalty: 560.663757
	Iteration 0F: 2 clusters Score -1.055182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 112521 members 
Entering Unmasked Estep 
Score: -10404511.000000 Penalty: 1121.327515
	Iteration 0F: 3 clusters Score -1.040451e+07 nChanged 110620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 118357 members 
Entering Unmasked Estep 
Score: -10476273.000000 Penalty: 1121.327515
	Iteration 1F: 3 clusters Score -1.047627e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 120378 members 
Entering Unmasked Estep 
Score: -10480343.000000 Penalty: 1121.327515
	Iteration 2Q: 3 clusters Score -1.048034e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 122804 members 
Entering Unmasked Estep 
Score: -10485647.000000 Penalty: 1121.327515
	Iteration 3Q: 3 clusters Score -1.048565e+07 nChanged 12059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99185 members 
Mstep: Class 2 contains 125461 members 
Entering Unmasked Estep 
Score: -10492334.000000 Penalty: 1121.327515
	Iteration 4F: 3 clusters Score -1.049233e+07 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 128022 members 
Entering Unmasked Estep 
Score: -10500088.000000 Penalty: 1121.327515
	Iteration 5F: 3 clusters Score -1.050009e+07 nChanged 12657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 129795 members 
Entering Unmasked Estep 
Score: -10507799.000000 Penalty: 1121.327515
	Iteration 6F: 3 clusters Score -1.05078e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 130325 members 
Entering Unmasked Estep 
Score: -10513390.000000 Penalty: 1121.327515
	Iteration 7Q: 3 clusters Score -1.051339e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 129997 members 
Entering Unmasked Estep 
Score: -10516206.000000 Penalty: 1121.327515
	Iteration 8Q: 3 clusters Score -1.051621e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 129367 members 
Entering Unmasked Estep 
Score: -10517400.000000 Penalty: 1121.327515
	Iteration 9Q: 3 clusters Score -1.05174e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96055 members 
Mstep: Class 2 contains 128591 members 
Entering Unmasked Estep 
Score: -10517676.000000 Penalty: 1121.327515
	Iteration 10Q: 3 clusters Score -1.051768e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96856 members 
Mstep: Class 2 contains 127790 members 
Entering Unmasked Estep 
Score: -10517874.000000 Penalty: 1121.327515
	Iteration 11Q: 3 clusters Score -1.051787e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97689 members 
Mstep: Class 2 contains 126957 members 
Entering Unmasked Estep 
Score: -10518043.000000 Penalty: 1121.327515
	Iteration 12Q: 3 clusters Score -1.051804e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 126084 members 
Entering Unmasked Estep 
Score: -10518104.000000 Penalty: 1121.327515
	Iteration 13Q: 3 clusters Score -1.05181e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99470 members 
Mstep: Class 2 contains 125176 members 
Entering Unmasked Estep 
Score: -10518276.000000 Penalty: 1121.327515
	Iteration 14Q: 3 clusters Score -1.051828e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 124243 members 
Entering Unmasked Estep 
Score: -10518405.000000 Penalty: 1121.327515
	Iteration 15Q: 3 clusters Score -1.05184e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 123332 members 
Entering Unmasked Estep 
Score: -10518476.000000 Penalty: 1121.327515
	Iteration 16Q: 3 clusters Score -1.051848e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102261 members 
Mstep: Class 2 contains 122385 members 
Entering Unmasked Estep 
Score: -10518548.000000 Penalty: 1121.327515
	Iteration 17Q: 3 clusters Score -1.051855e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 121536 members 
Entering Unmasked Estep 
Score: -10518735.000000 Penalty: 1121.327515
	Iteration 18Q: 3 clusters Score -1.051874e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 120661 members 
Entering Unmasked Estep 
Score: -10518869.000000 Penalty: 1121.327515
	Iteration 19Q: 3 clusters Score -1.051887e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104763 members 
Mstep: Class 2 contains 119883 members 
Entering Unmasked Estep 
Score: -10518950.000000 Penalty: 1121.327515
	Iteration 20F: 3 clusters Score -1.051895e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 119200 members 
Entering Unmasked Estep 
Score: -10519059.000000 Penalty: 1121.327515
	Iteration 21Q: 3 clusters Score -1.051906e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106021 members 
Mstep: Class 2 contains 118625 members 
Entering Unmasked Estep 
Score: -10519262.000000 Penalty: 1121.327515
	Iteration 22Q: 3 clusters Score -1.051926e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 118064 members 
Entering Unmasked Estep 
Score: -10519370.000000 Penalty: 1121.327515
	Iteration 23Q: 3 clusters Score -1.051937e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 117465 members 
Entering Unmasked Estep 
Score: -10519538.000000 Penalty: 1121.327515
	Iteration 24Q: 3 clusters Score -1.051954e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107669 members 
Mstep: Class 2 contains 116977 members 
Entering Unmasked Estep 
Score: -10519584.000000 Penalty: 1121.327515
	Iteration 25Q: 3 clusters Score -1.051958e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108124 members 
Mstep: Class 2 contains 116522 members 
Entering Unmasked Estep 
Score: -10519671.000000 Penalty: 1121.327515
	Iteration 26Q: 3 clusters Score -1.051967e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108592 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
Score: -10519924.000000 Penalty: 1121.327515
	Iteration 27Q: 3 clusters Score -1.051992e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109048 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -10520113.000000 Penalty: 1121.327515
	Iteration 28Q: 3 clusters Score -1.052011e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 115160 members 
Entering Unmasked Estep 
Score: -10520287.000000 Penalty: 1121.327515
	Iteration 29Q: 3 clusters Score -1.052029e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109795 members 
Mstep: Class 2 contains 114851 members 
Entering Unmasked Estep 
Score: -10520489.000000 Penalty: 1121.327515
	Iteration 30Q: 3 clusters Score -1.052049e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 114591 members 
Entering Unmasked Estep 
Score: -10520708.000000 Penalty: 1121.327515
	Iteration 31Q: 3 clusters Score -1.052071e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 114382 members 
Entering Unmasked Estep 
Score: -10520894.000000 Penalty: 1121.327515
	Iteration 32Q: 3 clusters Score -1.052089e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 2 contains 114201 members 
Entering Unmasked Estep 
Score: -10521048.000000 Penalty: 1121.327515
	Iteration 33Q: 3 clusters Score -1.052105e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 114009 members 
Entering Unmasked Estep 
Score: -10521225.000000 Penalty: 1121.327515
	Iteration 34Q: 3 clusters Score -1.052122e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -10521453.000000 Penalty: 1121.327515
	Iteration 35Q: 3 clusters Score -1.052145e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 113695 members 
Entering Unmasked Estep 
Score: -10521707.000000 Penalty: 1121.327515
	Iteration 36Q: 3 clusters Score -1.052171e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 113571 members 
Entering Unmasked Estep 
Score: -10521886.000000 Penalty: 1121.327515
	Iteration 37Q: 3 clusters Score -1.052189e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111151 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -10522144.000000 Penalty: 1121.327515
	Iteration 38Q: 3 clusters Score -1.052214e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111245 members 
Mstep: Class 2 contains 113401 members 
Entering Unmasked Estep 
Score: -10522399.000000 Penalty: 1121.327515
	Iteration 39Q: 3 clusters Score -1.05224e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111293 members 
Mstep: Class 2 contains 113353 members 
Entering Unmasked Estep 
Score: -10522707.000000 Penalty: 1121.327515
	Iteration 40F: 3 clusters Score -1.052271e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111345 members 
Mstep: Class 2 contains 113301 members 
Entering Unmasked Estep 
Score: -10523062.000000 Penalty: 1121.327515
	Iteration 41Q: 3 clusters Score -1.052306e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111380 members 
Mstep: Class 2 contains 113266 members 
Entering Unmasked Estep 
Score: -10523259.000000 Penalty: 1121.327515
	Iteration 42Q: 3 clusters Score -1.052326e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111507 members 
Mstep: Class 2 contains 113139 members 
Entering Unmasked Estep 
Score: -10523426.000000 Penalty: 1121.327515
	Iteration 43Q: 3 clusters Score -1.052343e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111673 members 
Mstep: Class 2 contains 112973 members 
Entering Unmasked Estep 
Score: -10523616.000000 Penalty: 1121.327515
	Iteration 44Q: 3 clusters Score -1.052362e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111884 members 
Mstep: Class 2 contains 112762 members 
Entering Unmasked Estep 
Score: -10523817.000000 Penalty: 1121.327515
	Iteration 45Q: 3 clusters Score -1.052382e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112104 members 
Mstep: Class 2 contains 112542 members 
Entering Unmasked Estep 
Score: -10524012.000000 Penalty: 1121.327515
	Iteration 46Q: 3 clusters Score -1.052401e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112424 members 
Mstep: Class 2 contains 112222 members 
Entering Unmasked Estep 
Score: -10524142.000000 Penalty: 1121.327515
	Iteration 47Q: 3 clusters Score -1.052414e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 111897 members 
Entering Unmasked Estep 
Score: -10524298.000000 Penalty: 1121.327515
	Iteration 48Q: 3 clusters Score -1.05243e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113106 members 
Mstep: Class 2 contains 111540 members 
Entering Unmasked Estep 
Score: -10524489.000000 Penalty: 1121.327515
	Iteration 49Q: 3 clusters Score -1.052449e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113459 members 
Mstep: Class 2 contains 111187 members 
Entering Unmasked Estep 
Score: -10524644.000000 Penalty: 1121.327515
	Iteration 50Q: 3 clusters Score -1.052464e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113846 members 
Mstep: Class 2 contains 110800 members 
Entering Unmasked Estep 
Score: -10524721.000000 Penalty: 1121.327515
	Iteration 51Q: 3 clusters Score -1.052472e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114214 members 
Mstep: Class 2 contains 110432 members 
Entering Unmasked Estep 
Score: -10524867.000000 Penalty: 1121.327515
	Iteration 52Q: 3 clusters Score -1.052487e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 109999 members 
Entering Unmasked Estep 
Score: -10524981.000000 Penalty: 1121.327515
	Iteration 53Q: 3 clusters Score -1.052498e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115107 members 
Mstep: Class 2 contains 109539 members 
Entering Unmasked Estep 
Score: -10525081.000000 Penalty: 1121.327515
	Iteration 54Q: 3 clusters Score -1.052508e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115612 members 
Mstep: Class 2 contains 109034 members 
Entering Unmasked Estep 
Score: -10525216.000000 Penalty: 1121.327515
	Iteration 55Q: 3 clusters Score -1.052522e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 108489 members 
Entering Unmasked Estep 
Score: -10525286.000000 Penalty: 1121.327515
	Iteration 56Q: 3 clusters Score -1.052529e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116749 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -10525422.000000 Penalty: 1121.327515
	Iteration 57Q: 3 clusters Score -1.052542e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117327 members 
Mstep: Class 2 contains 107319 members 
Entering Unmasked Estep 
Score: -10525483.000000 Penalty: 1121.327515
	Iteration 58Q: 3 clusters Score -1.052548e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
Score: -10525539.000000 Penalty: 1121.327515
	Iteration 59Q: 3 clusters Score -1.052554e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118483 members 
Mstep: Class 2 contains 106163 members 
Entering Unmasked Estep 
Score: -10525579.000000 Penalty: 1121.327515
	Iteration 60F: 3 clusters Score -1.052558e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119094 members 
Mstep: Class 2 contains 105552 members 
Entering Unmasked Estep 
Score: -10525626.000000 Penalty: 1121.327515
	Iteration 61Q: 3 clusters Score -1.052563e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 104947 members 
Entering Unmasked Estep 
Score: -10525737.000000 Penalty: 1121.327515
	Iteration 62Q: 3 clusters Score -1.052574e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120334 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -10525836.000000 Penalty: 1121.327515
	Iteration 63Q: 3 clusters Score -1.052584e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121015 members 
Mstep: Class 2 contains 103631 members 
Entering Unmasked Estep 
Score: -10525819.000000 Penalty: 1121.327515
	Iteration 64Q: 3 clusters Score -1.052582e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121747 members 
Mstep: Class 2 contains 102899 members 
Entering Unmasked Estep 
Score: -10525837.000000 Penalty: 1121.327515
	Iteration 65Q: 3 clusters Score -1.052584e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122549 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -10525967.000000 Penalty: 1121.327515
	Iteration 66Q: 3 clusters Score -1.052597e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -10526035.000000 Penalty: 1121.327515
	Iteration 67Q: 3 clusters Score -1.052604e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124429 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -10526201.000000 Penalty: 1121.327515
	Iteration 68Q: 3 clusters Score -1.05262e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125502 members 
Mstep: Class 2 contains 99144 members 
Entering Unmasked Estep 
Score: -10526302.000000 Penalty: 1121.327515
	Iteration 69Q: 3 clusters Score -1.05263e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126637 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -10526399.000000 Penalty: 1121.327515
	Iteration 70Q: 3 clusters Score -1.05264e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127865 members 
Mstep: Class 2 contains 96781 members 
Entering Unmasked Estep 
Score: -10526498.000000 Penalty: 1121.327515
	Iteration 71Q: 3 clusters Score -1.05265e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129133 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -10526641.000000 Penalty: 1121.327515
	Iteration 72Q: 3 clusters Score -1.052664e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130421 members 
Mstep: Class 2 contains 94225 members 
Entering Unmasked Estep 
Score: -10526727.000000 Penalty: 1121.327515
	Iteration 73Q: 3 clusters Score -1.052673e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131737 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -10526862.000000 Penalty: 1121.327515
	Iteration 74Q: 3 clusters Score -1.052686e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133096 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -10527006.000000 Penalty: 1121.327515
	Iteration 75Q: 3 clusters Score -1.052701e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134571 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -10527122.000000 Penalty: 1121.327515
	Iteration 76Q: 3 clusters Score -1.052712e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136128 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -10527402.000000 Penalty: 1121.327515
	Iteration 77Q: 3 clusters Score -1.05274e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137776 members 
Mstep: Class 2 contains 86870 members 
Entering Unmasked Estep 
Score: -10527668.000000 Penalty: 1121.327515
	Iteration 78Q: 3 clusters Score -1.052767e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139503 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -10527826.000000 Penalty: 1121.327515
	Iteration 79Q: 3 clusters Score -1.052783e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141280 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -10528010.000000 Penalty: 1121.327515
	Iteration 80F: 3 clusters Score -1.052801e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143158 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
Score: -10528250.000000 Penalty: 1121.327515
	Iteration 81Q: 3 clusters Score -1.052825e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145168 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -10528499.000000 Penalty: 1121.327515
	Iteration 82Q: 3 clusters Score -1.05285e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -10528797.000000 Penalty: 1121.327515
	Iteration 83Q: 3 clusters Score -1.05288e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149330 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -10529175.000000 Penalty: 1121.327515
	Iteration 84Q: 3 clusters Score -1.052918e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151575 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -10529544.000000 Penalty: 1121.327515
	Iteration 85Q: 3 clusters Score -1.052954e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153849 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -10529955.000000 Penalty: 1121.327515
	Iteration 86Q: 3 clusters Score -1.052996e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156296 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -10530472.000000 Penalty: 1121.327515
	Iteration 87Q: 3 clusters Score -1.053047e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158845 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -10530960.000000 Penalty: 1121.327515
	Iteration 88Q: 3 clusters Score -1.053096e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161528 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -10531533.000000 Penalty: 1121.327515
	Iteration 89Q: 3 clusters Score -1.053153e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164215 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -10532069.000000 Penalty: 1121.327515
	Iteration 90Q: 3 clusters Score -1.053207e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167043 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -10532797.000000 Penalty: 1121.327515
	Iteration 91Q: 3 clusters Score -1.05328e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169939 members 
Mstep: Class 2 contains 54707 members 
Entering Unmasked Estep 
Score: -10533457.000000 Penalty: 1121.327515
	Iteration 92Q: 3 clusters Score -1.053346e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172892 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -10534214.000000 Penalty: 1121.327515
	Iteration 93Q: 3 clusters Score -1.053421e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175918 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -10535007.000000 Penalty: 1121.327515
	Iteration 94Q: 3 clusters Score -1.053501e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179033 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -10535806.000000 Penalty: 1121.327515
	Iteration 95Q: 3 clusters Score -1.053581e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182117 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -10536731.000000 Penalty: 1121.327515
	Iteration 96Q: 3 clusters Score -1.053673e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185266 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -10537623.000000 Penalty: 1121.327515
	Iteration 97Q: 3 clusters Score -1.053762e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188472 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -10538735.000000 Penalty: 1121.327515
	Iteration 98Q: 3 clusters Score -1.053874e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191672 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -10539907.000000 Penalty: 1121.327515
	Iteration 99Q: 3 clusters Score -1.053991e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194851 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -10541165.000000 Penalty: 1121.327515
	Iteration 100F: 3 clusters Score -1.054116e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198030 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -10542475.000000 Penalty: 1121.327515
	Iteration 101Q: 3 clusters Score -1.054248e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201198 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -10543936.000000 Penalty: 1121.327515
	Iteration 102Q: 3 clusters Score -1.054394e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204287 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -10545523.000000 Penalty: 1121.327515
	Iteration 103Q: 3 clusters Score -1.054552e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207192 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -10546902.000000 Penalty: 1121.327515
	Iteration 104Q: 3 clusters Score -1.05469e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209815 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -10547992.000000 Penalty: 1121.327515
	Iteration 105Q: 3 clusters Score -1.054799e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212280 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -10548843.000000 Penalty: 1121.327515
	Iteration 106Q: 3 clusters Score -1.054884e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214483 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -10549669.000000 Penalty: 1121.327515
	Iteration 107Q: 3 clusters Score -1.054967e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216384 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -10550319.000000 Penalty: 1121.327515
	Iteration 108Q: 3 clusters Score -1.055032e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218038 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -10550863.000000 Penalty: 1121.327515
	Iteration 109Q: 3 clusters Score -1.055086e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219351 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -10551219.000000 Penalty: 1121.327515
	Iteration 110Q: 3 clusters Score -1.055122e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220389 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -10551499.000000 Penalty: 1121.327515
	Iteration 111Q: 3 clusters Score -1.05515e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221205 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -10551628.000000 Penalty: 1121.327515
	Iteration 112Q: 3 clusters Score -1.055163e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221805 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -10551691.000000 Penalty: 1121.327515
	Iteration 113Q: 3 clusters Score -1.055169e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222268 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -10551753.000000 Penalty: 1121.327515
	Iteration 114Q: 3 clusters Score -1.055175e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222586 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -10551798.000000 Penalty: 1121.327515
	Iteration 115Q: 3 clusters Score -1.05518e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222863 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -10551797.000000 Penalty: 1121.327515
	Iteration 116Q: 3 clusters Score -1.05518e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223068 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -10551846.000000 Penalty: 1121.327515
	Iteration 117Q: 3 clusters Score -1.055185e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223234 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10551887.000000 Penalty: 1121.327515
	Iteration 118Q: 3 clusters Score -1.055189e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223362 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10551916.000000 Penalty: 1121.327515
	Iteration 119Q: 3 clusters Score -1.055192e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223459 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10551951.000000 Penalty: 1121.327515
	Iteration 120F: 3 clusters Score -1.055195e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223551 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10552020.000000 Penalty: 1121.327515
	Iteration 121Q: 3 clusters Score -1.055202e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223620 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10552069.000000 Penalty: 1121.327515
	Iteration 122Q: 3 clusters Score -1.055207e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223670 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10552121.000000 Penalty: 1121.327515
	Iteration 123Q: 3 clusters Score -1.055212e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223695 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10552166.000000 Penalty: 1121.327515
	Iteration 124Q: 3 clusters Score -1.055217e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223713 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10552209.000000 Penalty: 1121.327515
	Iteration 125Q: 3 clusters Score -1.055221e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223711 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10552257.000000 Penalty: 1121.327515
	Iteration 126Q: 3 clusters Score -1.055226e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223711 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10552291.000000 Penalty: 1121.327515
	Iteration 127Q: 3 clusters Score -1.055229e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223711 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10552314.000000 Penalty: 1121.327515
	Iteration 128Q: 3 clusters Score -1.055231e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223709 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10552338.000000 Penalty: 1121.327515
	Iteration 129Q: 3 clusters Score -1.055234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223709 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10552350.000000 Penalty: 1121.327515
	Iteration 130Q: 3 clusters Score -1.055235e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223706 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10552362.000000 Penalty: 1121.327515
	Iteration 131Q: 3 clusters Score -1.055236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223709 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10552359.000000 Penalty: 1121.327515
	Iteration 132Q: 3 clusters Score -1.055236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223708 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10552365.000000 Penalty: 1121.327515
	Iteration 133Q: 3 clusters Score -1.055236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223703 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10552362.000000 Penalty: 1121.327515
	Iteration 134Q: 3 clusters Score -1.055236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223696 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10552359.000000 Penalty: 1121.327515
	Iteration 135Q: 3 clusters Score -1.055236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223686 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10552367.000000 Penalty: 1121.327515
	Iteration 136Q: 3 clusters Score -1.055237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223677 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10552374.000000 Penalty: 1121.327515
	Iteration 137Q: 3 clusters Score -1.055237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223674 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10552372.000000 Penalty: 1121.327515
	Iteration 138Q: 3 clusters Score -1.055237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223672 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10552374.000000 Penalty: 1121.327515
	Iteration 139Q: 3 clusters Score -1.055237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223672 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10552374.000000 Penalty: 1121.327515
	Iteration 140F: 3 clusters Score -1.055237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223668 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10552383.000000 Penalty: 1121.327515
	Iteration 141Q: 3 clusters Score -1.055238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223664 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10552379.000000 Penalty: 1121.327515
	Iteration 142Q: 3 clusters Score -1.055238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223661 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10552382.000000 Penalty: 1121.327515
	Iteration 143Q: 3 clusters Score -1.055238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223659 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10552387.000000 Penalty: 1121.327515
	Iteration 144Q: 3 clusters Score -1.055239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223655 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10552376.000000 Penalty: 1121.327515
	Iteration 145Q: 3 clusters Score -1.055238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223655 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10552381.000000 Penalty: 1121.327515
	Iteration 146Q: 3 clusters Score -1.055238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223654 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -10552377.000000 Penalty: 1121.327515
	Iteration 147Q: 3 clusters Score -1.055238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223652 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10552386.000000 Penalty: 1121.327515
	Iteration 148Q: 3 clusters Score -1.055239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223651 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10552389.000000 Penalty: 1121.327515
	Iteration 149Q: 3 clusters Score -1.055239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223648 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10552387.000000 Penalty: 1121.327515
	Iteration 150Q: 3 clusters Score -1.055239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223645 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10552392.000000 Penalty: 1121.327515
	Iteration 151Q: 3 clusters Score -1.055239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223642 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10552393.000000 Penalty: 1121.327515
	Iteration 152Q: 3 clusters Score -1.055239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223642 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10552393.000000 Penalty: 1121.327515
	Iteration 153F: 3 clusters Score -1.055239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 178326 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 223642 members 
Mstep: Class 8 contains 329792 members 
Mstep: Class 9 contains 63357 members 
Mstep: Class 10 contains 8437 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 62983 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 244157 members 
Mstep: Class 19 contains 85229 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 210898 members 
Mstep: Class 22 contains 3973 members 
Mstep: Class 23 contains 1004 members 
Entering Unmasked Estep 
Score: -90369904.000000 Penalty: 15165.177734
Splitting cluster 7 changes total score from -90335744.000000 to -90369904.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (329792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329792 members 
Entering Unmasked Estep 
Score: -16221541.000000 Penalty: 578.132935
	Iteration 0F: 2 clusters Score -1.622154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164743 members 
Mstep: Class 2 contains 165049 members 
Entering Unmasked Estep 
Score: -16085315.000000 Penalty: 1156.265869
	Iteration 0F: 3 clusters Score -1.608532e+07 nChanged 162871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160200 members 
Mstep: Class 2 contains 169592 members 
Entering Unmasked Estep 
Score: -16189980.000000 Penalty: 1156.265869
	Iteration 1F: 3 clusters Score -1.618998e+07 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158343 members 
Mstep: Class 2 contains 171449 members 
Entering Unmasked Estep 
Score: -16196576.000000 Penalty: 1156.265869
	Iteration 2Q: 3 clusters Score -1.619658e+07 nChanged 17361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 173664 members 
Entering Unmasked Estep 
Score: -16207513.000000 Penalty: 1156.265869
	Iteration 3F: 3 clusters Score -1.620751e+07 nChanged 20973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 175963 members 
Entering Unmasked Estep 
Score: -16224139.000000 Penalty: 1156.265869
	Iteration 4F: 3 clusters Score -1.622414e+07 nChanged 23484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152473 members 
Mstep: Class 2 contains 177319 members 
Entering Unmasked Estep 
Score: -16243311.000000 Penalty: 1156.265869
	Iteration 5F: 3 clusters Score -1.624331e+07 nChanged 21063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152514 members 
Mstep: Class 2 contains 177278 members 
Entering Unmasked Estep 
Score: -16254878.000000 Penalty: 1156.265869
	Iteration 6F: 3 clusters Score -1.625488e+07 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 176521 members 
Entering Unmasked Estep 
Score: -16258785.000000 Penalty: 1156.265869
	Iteration 7Q: 3 clusters Score -1.625878e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 175706 members 
Entering Unmasked Estep 
Score: -16259792.000000 Penalty: 1156.265869
	Iteration 8Q: 3 clusters Score -1.625979e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154803 members 
Mstep: Class 2 contains 174989 members 
Entering Unmasked Estep 
Score: -16260637.000000 Penalty: 1156.265869
	Iteration 9Q: 3 clusters Score -1.626064e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 174362 members 
Entering Unmasked Estep 
Score: -16261343.000000 Penalty: 1156.265869
	Iteration 10Q: 3 clusters Score -1.626134e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155957 members 
Mstep: Class 2 contains 173835 members 
Entering Unmasked Estep 
Score: -16262013.000000 Penalty: 1156.265869
	Iteration 11Q: 3 clusters Score -1.626201e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156589 members 
Mstep: Class 2 contains 173203 members 
Entering Unmasked Estep 
Score: -16262520.000000 Penalty: 1156.265869
	Iteration 12Q: 3 clusters Score -1.626252e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157057 members 
Mstep: Class 2 contains 172735 members 
Entering Unmasked Estep 
Score: -16262862.000000 Penalty: 1156.265869
	Iteration 13Q: 3 clusters Score -1.626286e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157394 members 
Mstep: Class 2 contains 172398 members 
Entering Unmasked Estep 
Score: -16263478.000000 Penalty: 1156.265869
	Iteration 14Q: 3 clusters Score -1.626348e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157559 members 
Mstep: Class 2 contains 172233 members 
Entering Unmasked Estep 
Score: -16263913.000000 Penalty: 1156.265869
	Iteration 15Q: 3 clusters Score -1.626391e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 172267 members 
Entering Unmasked Estep 
Score: -16264435.000000 Penalty: 1156.265869
	Iteration 16Q: 3 clusters Score -1.626444e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 172474 members 
Entering Unmasked Estep 
Score: -16264911.000000 Penalty: 1156.265869
	Iteration 17Q: 3 clusters Score -1.626491e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 172655 members 
Entering Unmasked Estep 
Score: -16265489.000000 Penalty: 1156.265869
	Iteration 18Q: 3 clusters Score -1.626549e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157013 members 
Mstep: Class 2 contains 172779 members 
Entering Unmasked Estep 
Score: -16265962.000000 Penalty: 1156.265869
	Iteration 19Q: 3 clusters Score -1.626596e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 172980 members 
Entering Unmasked Estep 
Score: -16266508.000000 Penalty: 1156.265869
	Iteration 20F: 3 clusters Score -1.626651e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156607 members 
Mstep: Class 2 contains 173185 members 
Entering Unmasked Estep 
Score: -16267043.000000 Penalty: 1156.265869
	Iteration 21Q: 3 clusters Score -1.626704e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156414 members 
Mstep: Class 2 contains 173378 members 
Entering Unmasked Estep 
Score: -16267440.000000 Penalty: 1156.265869
	Iteration 22Q: 3 clusters Score -1.626744e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156252 members 
Mstep: Class 2 contains 173540 members 
Entering Unmasked Estep 
Score: -16268019.000000 Penalty: 1156.265869
	Iteration 23Q: 3 clusters Score -1.626802e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156069 members 
Mstep: Class 2 contains 173723 members 
Entering Unmasked Estep 
Score: -16268554.000000 Penalty: 1156.265869
	Iteration 24Q: 3 clusters Score -1.626855e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 173920 members 
Entering Unmasked Estep 
Score: -16268962.000000 Penalty: 1156.265869
	Iteration 25Q: 3 clusters Score -1.626896e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 174202 members 
Entering Unmasked Estep 
Score: -16269384.000000 Penalty: 1156.265869
	Iteration 26Q: 3 clusters Score -1.626938e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155297 members 
Mstep: Class 2 contains 174495 members 
Entering Unmasked Estep 
Score: -16269822.000000 Penalty: 1156.265869
	Iteration 27Q: 3 clusters Score -1.626982e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155070 members 
Mstep: Class 2 contains 174722 members 
Entering Unmasked Estep 
Score: -16270326.000000 Penalty: 1156.265869
	Iteration 28Q: 3 clusters Score -1.627033e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 174933 members 
Entering Unmasked Estep 
Score: -16270882.000000 Penalty: 1156.265869
	Iteration 29Q: 3 clusters Score -1.627088e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154647 members 
Mstep: Class 2 contains 175145 members 
Entering Unmasked Estep 
Score: -16271366.000000 Penalty: 1156.265869
	Iteration 30Q: 3 clusters Score -1.627137e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154526 members 
Mstep: Class 2 contains 175266 members 
Entering Unmasked Estep 
Score: -16271896.000000 Penalty: 1156.265869
	Iteration 31Q: 3 clusters Score -1.62719e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154506 members 
Mstep: Class 2 contains 175286 members 
Entering Unmasked Estep 
Score: -16272506.000000 Penalty: 1156.265869
	Iteration 32Q: 3 clusters Score -1.627251e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154644 members 
Mstep: Class 2 contains 175148 members 
Entering Unmasked Estep 
Score: -16273232.000000 Penalty: 1156.265869
	Iteration 33Q: 3 clusters Score -1.627323e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154843 members 
Mstep: Class 2 contains 174949 members 
Entering Unmasked Estep 
Score: -16273776.000000 Penalty: 1156.265869
	Iteration 34Q: 3 clusters Score -1.627378e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 174632 members 
Entering Unmasked Estep 
Score: -16274470.000000 Penalty: 1156.265869
	Iteration 35Q: 3 clusters Score -1.627447e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155624 members 
Mstep: Class 2 contains 174168 members 
Entering Unmasked Estep 
Score: -16275069.000000 Penalty: 1156.265869
	Iteration 36Q: 3 clusters Score -1.627507e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156236 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -16275869.000000 Penalty: 1156.265869
	Iteration 37Q: 3 clusters Score -1.627587e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156984 members 
Mstep: Class 2 contains 172808 members 
Entering Unmasked Estep 
Score: -16276563.000000 Penalty: 1156.265869
	Iteration 38Q: 3 clusters Score -1.627656e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157902 members 
Mstep: Class 2 contains 171890 members 
Entering Unmasked Estep 
Score: -16277196.000000 Penalty: 1156.265869
	Iteration 39Q: 3 clusters Score -1.62772e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158958 members 
Mstep: Class 2 contains 170834 members 
Entering Unmasked Estep 
Score: -16278176.000000 Penalty: 1156.265869
	Iteration 40F: 3 clusters Score -1.627818e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160203 members 
Mstep: Class 2 contains 169589 members 
Entering Unmasked Estep 
Score: -16279021.000000 Penalty: 1156.265869
	Iteration 41Q: 3 clusters Score -1.627902e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 168182 members 
Entering Unmasked Estep 
Score: -16280062.000000 Penalty: 1156.265869
	Iteration 42Q: 3 clusters Score -1.628006e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163038 members 
Mstep: Class 2 contains 166754 members 
Entering Unmasked Estep 
Score: -16281282.000000 Penalty: 1156.265869
	Iteration 43Q: 3 clusters Score -1.628128e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 165286 members 
Entering Unmasked Estep 
Score: -16282618.000000 Penalty: 1156.265869
	Iteration 44Q: 3 clusters Score -1.628262e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166084 members 
Mstep: Class 2 contains 163708 members 
Entering Unmasked Estep 
Score: -16283973.000000 Penalty: 1156.265869
	Iteration 45Q: 3 clusters Score -1.628397e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167655 members 
Mstep: Class 2 contains 162137 members 
Entering Unmasked Estep 
Score: -16285334.000000 Penalty: 1156.265869
	Iteration 46Q: 3 clusters Score -1.628533e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169256 members 
Mstep: Class 2 contains 160536 members 
Entering Unmasked Estep 
Score: -16286693.000000 Penalty: 1156.265869
	Iteration 47Q: 3 clusters Score -1.628669e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170734 members 
Mstep: Class 2 contains 159058 members 
Entering Unmasked Estep 
Score: -16287856.000000 Penalty: 1156.265869
	Iteration 48Q: 3 clusters Score -1.628786e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172206 members 
Mstep: Class 2 contains 157586 members 
Entering Unmasked Estep 
Score: -16289084.000000 Penalty: 1156.265869
	Iteration 49Q: 3 clusters Score -1.628908e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173746 members 
Mstep: Class 2 contains 156046 members 
Entering Unmasked Estep 
Score: -16290236.000000 Penalty: 1156.265869
	Iteration 50Q: 3 clusters Score -1.629024e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175316 members 
Mstep: Class 2 contains 154476 members 
Entering Unmasked Estep 
Score: -16291060.000000 Penalty: 1156.265869
	Iteration 51Q: 3 clusters Score -1.629106e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176915 members 
Mstep: Class 2 contains 152877 members 
Entering Unmasked Estep 
Score: -16291738.000000 Penalty: 1156.265869
	Iteration 52Q: 3 clusters Score -1.629174e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 151390 members 
Entering Unmasked Estep 
Score: -16292416.000000 Penalty: 1156.265869
	Iteration 53Q: 3 clusters Score -1.629242e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179762 members 
Mstep: Class 2 contains 150030 members 
Entering Unmasked Estep 
Score: -16292808.000000 Penalty: 1156.265869
	Iteration 54Q: 3 clusters Score -1.629281e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181106 members 
Mstep: Class 2 contains 148686 members 
Entering Unmasked Estep 
Score: -16293216.000000 Penalty: 1156.265869
	Iteration 55Q: 3 clusters Score -1.629322e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182450 members 
Mstep: Class 2 contains 147342 members 
Entering Unmasked Estep 
Score: -16293438.000000 Penalty: 1156.265869
	Iteration 56Q: 3 clusters Score -1.629344e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183718 members 
Mstep: Class 2 contains 146074 members 
Entering Unmasked Estep 
Score: -16293774.000000 Penalty: 1156.265869
	Iteration 57Q: 3 clusters Score -1.629377e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184880 members 
Mstep: Class 2 contains 144912 members 
Entering Unmasked Estep 
Score: -16294021.000000 Penalty: 1156.265869
	Iteration 58Q: 3 clusters Score -1.629402e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185981 members 
Mstep: Class 2 contains 143811 members 
Entering Unmasked Estep 
Score: -16294230.000000 Penalty: 1156.265869
	Iteration 59Q: 3 clusters Score -1.629423e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187072 members 
Mstep: Class 2 contains 142720 members 
Entering Unmasked Estep 
Score: -16294393.000000 Penalty: 1156.265869
	Iteration 60F: 3 clusters Score -1.629439e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188077 members 
Mstep: Class 2 contains 141715 members 
Entering Unmasked Estep 
Score: -16294477.000000 Penalty: 1156.265869
	Iteration 61Q: 3 clusters Score -1.629448e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189038 members 
Mstep: Class 2 contains 140754 members 
Entering Unmasked Estep 
Score: -16294537.000000 Penalty: 1156.265869
	Iteration 62Q: 3 clusters Score -1.629454e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189924 members 
Mstep: Class 2 contains 139868 members 
Entering Unmasked Estep 
Score: -16294598.000000 Penalty: 1156.265869
	Iteration 63Q: 3 clusters Score -1.62946e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190812 members 
Mstep: Class 2 contains 138980 members 
Entering Unmasked Estep 
Score: -16294697.000000 Penalty: 1156.265869
	Iteration 64Q: 3 clusters Score -1.62947e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191690 members 
Mstep: Class 2 contains 138102 members 
Entering Unmasked Estep 
Score: -16294703.000000 Penalty: 1156.265869
	Iteration 65Q: 3 clusters Score -1.62947e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192562 members 
Mstep: Class 2 contains 137230 members 
Entering Unmasked Estep 
Score: -16294794.000000 Penalty: 1156.265869
	Iteration 66Q: 3 clusters Score -1.629479e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193296 members 
Mstep: Class 2 contains 136496 members 
Entering Unmasked Estep 
Score: -16294749.000000 Penalty: 1156.265869
	Iteration 67Q: 3 clusters Score -1.629475e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193991 members 
Mstep: Class 2 contains 135801 members 
Entering Unmasked Estep 
Score: -16294713.000000 Penalty: 1156.265869
	Iteration 68Q: 3 clusters Score -1.629471e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194579 members 
Mstep: Class 2 contains 135213 members 
Entering Unmasked Estep 
Score: -16294676.000000 Penalty: 1156.265869
	Iteration 69Q: 3 clusters Score -1.629468e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195083 members 
Mstep: Class 2 contains 134709 members 
Entering Unmasked Estep 
Score: -16294705.000000 Penalty: 1156.265869
	Iteration 70Q: 3 clusters Score -1.62947e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195604 members 
Mstep: Class 2 contains 134188 members 
Entering Unmasked Estep 
Score: -16294730.000000 Penalty: 1156.265869
	Iteration 71Q: 3 clusters Score -1.629473e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196093 members 
Mstep: Class 2 contains 133699 members 
Entering Unmasked Estep 
Score: -16294719.000000 Penalty: 1156.265869
	Iteration 72Q: 3 clusters Score -1.629472e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196573 members 
Mstep: Class 2 contains 133219 members 
Entering Unmasked Estep 
Score: -16294772.000000 Penalty: 1156.265869
	Iteration 73Q: 3 clusters Score -1.629477e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197002 members 
Mstep: Class 2 contains 132790 members 
Entering Unmasked Estep 
Score: -16294745.000000 Penalty: 1156.265869
	Iteration 74Q: 3 clusters Score -1.629474e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197398 members 
Mstep: Class 2 contains 132394 members 
Entering Unmasked Estep 
Score: -16294758.000000 Penalty: 1156.265869
	Iteration 75Q: 3 clusters Score -1.629476e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197782 members 
Mstep: Class 2 contains 132010 members 
Entering Unmasked Estep 
Score: -16294788.000000 Penalty: 1156.265869
	Iteration 76Q: 3 clusters Score -1.629479e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198149 members 
Mstep: Class 2 contains 131643 members 
Entering Unmasked Estep 
Score: -16294801.000000 Penalty: 1156.265869
	Iteration 77Q: 3 clusters Score -1.62948e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198457 members 
Mstep: Class 2 contains 131335 members 
Entering Unmasked Estep 
Score: -16294768.000000 Penalty: 1156.265869
	Iteration 78Q: 3 clusters Score -1.629477e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198724 members 
Mstep: Class 2 contains 131068 members 
Entering Unmasked Estep 
Score: -16294766.000000 Penalty: 1156.265869
	Iteration 79Q: 3 clusters Score -1.629477e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198948 members 
Mstep: Class 2 contains 130844 members 
Entering Unmasked Estep 
Score: -16294738.000000 Penalty: 1156.265869
	Iteration 80F: 3 clusters Score -1.629474e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199149 members 
Mstep: Class 2 contains 130643 members 
Entering Unmasked Estep 
Score: -16294736.000000 Penalty: 1156.265869
	Iteration 81Q: 3 clusters Score -1.629474e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199368 members 
Mstep: Class 2 contains 130424 members 
Entering Unmasked Estep 
Score: -16294722.000000 Penalty: 1156.265869
	Iteration 82Q: 3 clusters Score -1.629472e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199602 members 
Mstep: Class 2 contains 130190 members 
Entering Unmasked Estep 
Score: -16294719.000000 Penalty: 1156.265869
	Iteration 83Q: 3 clusters Score -1.629472e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199802 members 
Mstep: Class 2 contains 129990 members 
Entering Unmasked Estep 
Score: -16294670.000000 Penalty: 1156.265869
	Iteration 84Q: 3 clusters Score -1.629467e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200011 members 
Mstep: Class 2 contains 129781 members 
Entering Unmasked Estep 
Score: -16294706.000000 Penalty: 1156.265869
	Iteration 85Q: 3 clusters Score -1.629471e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200215 members 
Mstep: Class 2 contains 129577 members 
Entering Unmasked Estep 
Score: -16294689.000000 Penalty: 1156.265869
	Iteration 86Q: 3 clusters Score -1.629469e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200432 members 
Mstep: Class 2 contains 129360 members 
Entering Unmasked Estep 
Score: -16294700.000000 Penalty: 1156.265869
	Iteration 87Q: 3 clusters Score -1.62947e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200622 members 
Mstep: Class 2 contains 129170 members 
Entering Unmasked Estep 
Score: -16294697.000000 Penalty: 1156.265869
	Iteration 88Q: 3 clusters Score -1.62947e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200800 members 
Mstep: Class 2 contains 128992 members 
Entering Unmasked Estep 
Score: -16294745.000000 Penalty: 1156.265869
	Iteration 89Q: 3 clusters Score -1.629474e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200946 members 
Mstep: Class 2 contains 128846 members 
Entering Unmasked Estep 
Score: -16294693.000000 Penalty: 1156.265869
	Iteration 90Q: 3 clusters Score -1.629469e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201086 members 
Mstep: Class 2 contains 128706 members 
Entering Unmasked Estep 
Score: -16294697.000000 Penalty: 1156.265869
	Iteration 91Q: 3 clusters Score -1.62947e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201251 members 
Mstep: Class 2 contains 128541 members 
Entering Unmasked Estep 
Score: -16294661.000000 Penalty: 1156.265869
	Iteration 92Q: 3 clusters Score -1.629466e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201417 members 
Mstep: Class 2 contains 128375 members 
Entering Unmasked Estep 
Score: -16294669.000000 Penalty: 1156.265869
	Iteration 93Q: 3 clusters Score -1.629467e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201594 members 
Mstep: Class 2 contains 128198 members 
Entering Unmasked Estep 
Score: -16294647.000000 Penalty: 1156.265869
	Iteration 94Q: 3 clusters Score -1.629465e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201766 members 
Mstep: Class 2 contains 128026 members 
Entering Unmasked Estep 
Score: -16294614.000000 Penalty: 1156.265869
	Iteration 95Q: 3 clusters Score -1.629461e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201928 members 
Mstep: Class 2 contains 127864 members 
Entering Unmasked Estep 
Score: -16294565.000000 Penalty: 1156.265869
	Iteration 96Q: 3 clusters Score -1.629456e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202117 members 
Mstep: Class 2 contains 127675 members 
Entering Unmasked Estep 
Score: -16294554.000000 Penalty: 1156.265869
	Iteration 97Q: 3 clusters Score -1.629455e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202296 members 
Mstep: Class 2 contains 127496 members 
Entering Unmasked Estep 
Score: -16294537.000000 Penalty: 1156.265869
	Iteration 98Q: 3 clusters Score -1.629454e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202502 members 
Mstep: Class 2 contains 127290 members 
Entering Unmasked Estep 
Score: -16294568.000000 Penalty: 1156.265869
	Iteration 99Q: 3 clusters Score -1.629457e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202698 members 
Mstep: Class 2 contains 127094 members 
Entering Unmasked Estep 
Score: -16294514.000000 Penalty: 1156.265869
	Iteration 100F: 3 clusters Score -1.629451e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202914 members 
Mstep: Class 2 contains 126878 members 
Entering Unmasked Estep 
Score: -16294531.000000 Penalty: 1156.265869
	Iteration 101Q: 3 clusters Score -1.629453e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203161 members 
Mstep: Class 2 contains 126631 members 
Entering Unmasked Estep 
Score: -16294456.000000 Penalty: 1156.265869
	Iteration 102Q: 3 clusters Score -1.629446e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203425 members 
Mstep: Class 2 contains 126367 members 
Entering Unmasked Estep 
Score: -16294465.000000 Penalty: 1156.265869
	Iteration 103Q: 3 clusters Score -1.629446e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203730 members 
Mstep: Class 2 contains 126062 members 
Entering Unmasked Estep 
Score: -16294452.000000 Penalty: 1156.265869
	Iteration 104Q: 3 clusters Score -1.629445e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204040 members 
Mstep: Class 2 contains 125752 members 
Entering Unmasked Estep 
Score: -16294431.000000 Penalty: 1156.265869
	Iteration 105Q: 3 clusters Score -1.629443e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204373 members 
Mstep: Class 2 contains 125419 members 
Entering Unmasked Estep 
Score: -16294378.000000 Penalty: 1156.265869
	Iteration 106Q: 3 clusters Score -1.629438e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204707 members 
Mstep: Class 2 contains 125085 members 
Entering Unmasked Estep 
Score: -16294368.000000 Penalty: 1156.265869
	Iteration 107Q: 3 clusters Score -1.629437e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205086 members 
Mstep: Class 2 contains 124706 members 
Entering Unmasked Estep 
Score: -16294272.000000 Penalty: 1156.265869
	Iteration 108Q: 3 clusters Score -1.629427e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205445 members 
Mstep: Class 2 contains 124347 members 
Entering Unmasked Estep 
Score: -16294224.000000 Penalty: 1156.265869
	Iteration 109Q: 3 clusters Score -1.629422e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205805 members 
Mstep: Class 2 contains 123987 members 
Entering Unmasked Estep 
Score: -16294136.000000 Penalty: 1156.265869
	Iteration 110Q: 3 clusters Score -1.629414e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206168 members 
Mstep: Class 2 contains 123624 members 
Entering Unmasked Estep 
Score: -16294012.000000 Penalty: 1156.265869
	Iteration 111Q: 3 clusters Score -1.629401e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206527 members 
Mstep: Class 2 contains 123265 members 
Entering Unmasked Estep 
Score: -16293894.000000 Penalty: 1156.265869
	Iteration 112Q: 3 clusters Score -1.629389e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206821 members 
Mstep: Class 2 contains 122971 members 
Entering Unmasked Estep 
Score: -16293789.000000 Penalty: 1156.265869
	Iteration 113Q: 3 clusters Score -1.629379e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207087 members 
Mstep: Class 2 contains 122705 members 
Entering Unmasked Estep 
Score: -16293664.000000 Penalty: 1156.265869
	Iteration 114Q: 3 clusters Score -1.629366e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207352 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -16293565.000000 Penalty: 1156.265869
	Iteration 115Q: 3 clusters Score -1.629356e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207582 members 
Mstep: Class 2 contains 122210 members 
Entering Unmasked Estep 
Score: -16293475.000000 Penalty: 1156.265869
	Iteration 116Q: 3 clusters Score -1.629348e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207775 members 
Mstep: Class 2 contains 122017 members 
Entering Unmasked Estep 
Score: -16293437.000000 Penalty: 1156.265869
	Iteration 117Q: 3 clusters Score -1.629344e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207947 members 
Mstep: Class 2 contains 121845 members 
Entering Unmasked Estep 
Score: -16293396.000000 Penalty: 1156.265869
	Iteration 118Q: 3 clusters Score -1.62934e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208131 members 
Mstep: Class 2 contains 121661 members 
Entering Unmasked Estep 
Score: -16293363.000000 Penalty: 1156.265869
	Iteration 119Q: 3 clusters Score -1.629336e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208301 members 
Mstep: Class 2 contains 121491 members 
Entering Unmasked Estep 
Score: -16293276.000000 Penalty: 1156.265869
	Iteration 120F: 3 clusters Score -1.629328e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208480 members 
Mstep: Class 2 contains 121312 members 
Entering Unmasked Estep 
Score: -16293187.000000 Penalty: 1156.265869
	Iteration 121Q: 3 clusters Score -1.629319e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208645 members 
Mstep: Class 2 contains 121147 members 
Entering Unmasked Estep 
Score: -16293140.000000 Penalty: 1156.265869
	Iteration 122Q: 3 clusters Score -1.629314e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208799 members 
Mstep: Class 2 contains 120993 members 
Entering Unmasked Estep 
Score: -16293083.000000 Penalty: 1156.265869
	Iteration 123Q: 3 clusters Score -1.629308e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208912 members 
Mstep: Class 2 contains 120880 members 
Entering Unmasked Estep 
Score: -16292963.000000 Penalty: 1156.265869
	Iteration 124Q: 3 clusters Score -1.629296e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209008 members 
Mstep: Class 2 contains 120784 members 
Entering Unmasked Estep 
Score: -16292919.000000 Penalty: 1156.265869
	Iteration 125Q: 3 clusters Score -1.629292e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209116 members 
Mstep: Class 2 contains 120676 members 
Entering Unmasked Estep 
Score: -16292838.000000 Penalty: 1156.265869
	Iteration 126Q: 3 clusters Score -1.629284e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209184 members 
Mstep: Class 2 contains 120608 members 
Entering Unmasked Estep 
Score: -16292772.000000 Penalty: 1156.265869
	Iteration 127Q: 3 clusters Score -1.629277e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209233 members 
Mstep: Class 2 contains 120559 members 
Entering Unmasked Estep 
Score: -16292733.000000 Penalty: 1156.265869
	Iteration 128Q: 3 clusters Score -1.629273e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209264 members 
Mstep: Class 2 contains 120528 members 
Entering Unmasked Estep 
Score: -16292680.000000 Penalty: 1156.265869
	Iteration 129Q: 3 clusters Score -1.629268e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209301 members 
Mstep: Class 2 contains 120491 members 
Entering Unmasked Estep 
Score: -16292664.000000 Penalty: 1156.265869
	Iteration 130Q: 3 clusters Score -1.629266e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209319 members 
Mstep: Class 2 contains 120473 members 
Entering Unmasked Estep 
Score: -16292591.000000 Penalty: 1156.265869
	Iteration 131Q: 3 clusters Score -1.629259e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209331 members 
Mstep: Class 2 contains 120461 members 
Entering Unmasked Estep 
Score: -16292556.000000 Penalty: 1156.265869
	Iteration 132Q: 3 clusters Score -1.629256e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209324 members 
Mstep: Class 2 contains 120468 members 
Entering Unmasked Estep 
Score: -16292554.000000 Penalty: 1156.265869
	Iteration 133Q: 3 clusters Score -1.629255e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209293 members 
Mstep: Class 2 contains 120499 members 
Entering Unmasked Estep 
Score: -16292581.000000 Penalty: 1156.265869
	Iteration 134Q: 3 clusters Score -1.629258e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209247 members 
Mstep: Class 2 contains 120545 members 
Entering Unmasked Estep 
Score: -16292541.000000 Penalty: 1156.265869
	Iteration 135Q: 3 clusters Score -1.629254e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209186 members 
Mstep: Class 2 contains 120606 members 
Entering Unmasked Estep 
Score: -16292521.000000 Penalty: 1156.265869
	Iteration 136Q: 3 clusters Score -1.629252e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209111 members 
Mstep: Class 2 contains 120681 members 
Entering Unmasked Estep 
Score: -16292506.000000 Penalty: 1156.265869
	Iteration 137Q: 3 clusters Score -1.629251e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209023 members 
Mstep: Class 2 contains 120769 members 
Entering Unmasked Estep 
Score: -16292529.000000 Penalty: 1156.265869
	Iteration 138Q: 3 clusters Score -1.629253e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208931 members 
Mstep: Class 2 contains 120861 members 
Entering Unmasked Estep 
Score: -16292525.000000 Penalty: 1156.265869
	Iteration 139Q: 3 clusters Score -1.629252e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208829 members 
Mstep: Class 2 contains 120963 members 
Entering Unmasked Estep 
Score: -16292551.000000 Penalty: 1156.265869
	Iteration 140F: 3 clusters Score -1.629255e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208730 members 
Mstep: Class 2 contains 121062 members 
Entering Unmasked Estep 
Score: -16292559.000000 Penalty: 1156.265869
	Iteration 141Q: 3 clusters Score -1.629256e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208630 members 
Mstep: Class 2 contains 121162 members 
Entering Unmasked Estep 
Score: -16292559.000000 Penalty: 1156.265869
	Iteration 142Q: 3 clusters Score -1.629256e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208536 members 
Mstep: Class 2 contains 121256 members 
Entering Unmasked Estep 
Score: -16292585.000000 Penalty: 1156.265869
	Iteration 143Q: 3 clusters Score -1.629258e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208453 members 
Mstep: Class 2 contains 121339 members 
Entering Unmasked Estep 
Score: -16292625.000000 Penalty: 1156.265869
	Iteration 144Q: 3 clusters Score -1.629262e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208357 members 
Mstep: Class 2 contains 121435 members 
Entering Unmasked Estep 
Score: -16292661.000000 Penalty: 1156.265869
	Iteration 145Q: 3 clusters Score -1.629266e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208251 members 
Mstep: Class 2 contains 121541 members 
Entering Unmasked Estep 
Score: -16292683.000000 Penalty: 1156.265869
	Iteration 146Q: 3 clusters Score -1.629268e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208160 members 
Mstep: Class 2 contains 121632 members 
Entering Unmasked Estep 
Score: -16292720.000000 Penalty: 1156.265869
	Iteration 147Q: 3 clusters Score -1.629272e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208054 members 
Mstep: Class 2 contains 121738 members 
Entering Unmasked Estep 
Score: -16292760.000000 Penalty: 1156.265869
	Iteration 148Q: 3 clusters Score -1.629276e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207954 members 
Mstep: Class 2 contains 121838 members 
Entering Unmasked Estep 
Score: -16292816.000000 Penalty: 1156.265869
	Iteration 149Q: 3 clusters Score -1.629282e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207864 members 
Mstep: Class 2 contains 121928 members 
Entering Unmasked Estep 
Score: -16292837.000000 Penalty: 1156.265869
	Iteration 150Q: 3 clusters Score -1.629284e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207790 members 
Mstep: Class 2 contains 122002 members 
Entering Unmasked Estep 
Score: -16292848.000000 Penalty: 1156.265869
	Iteration 151Q: 3 clusters Score -1.629285e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207716 members 
Mstep: Class 2 contains 122076 members 
Entering Unmasked Estep 
Score: -16292904.000000 Penalty: 1156.265869
	Iteration 152Q: 3 clusters Score -1.62929e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207632 members 
Mstep: Class 2 contains 122160 members 
Entering Unmasked Estep 
Score: -16292925.000000 Penalty: 1156.265869
	Iteration 153Q: 3 clusters Score -1.629292e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207548 members 
Mstep: Class 2 contains 122244 members 
Entering Unmasked Estep 
Score: -16292991.000000 Penalty: 1156.265869
	Iteration 154Q: 3 clusters Score -1.629299e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207469 members 
Mstep: Class 2 contains 122323 members 
Entering Unmasked Estep 
Score: -16293010.000000 Penalty: 1156.265869
	Iteration 155Q: 3 clusters Score -1.629301e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207375 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -16293027.000000 Penalty: 1156.265869
	Iteration 156Q: 3 clusters Score -1.629303e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207271 members 
Mstep: Class 2 contains 122521 members 
Entering Unmasked Estep 
Score: -16293041.000000 Penalty: 1156.265869
	Iteration 157Q: 3 clusters Score -1.629304e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207160 members 
Mstep: Class 2 contains 122632 members 
Entering Unmasked Estep 
Score: -16293103.000000 Penalty: 1156.265869
	Iteration 158Q: 3 clusters Score -1.62931e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207062 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -16293110.000000 Penalty: 1156.265869
	Iteration 159Q: 3 clusters Score -1.629311e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206954 members 
Mstep: Class 2 contains 122838 members 
Entering Unmasked Estep 
Score: -16293158.000000 Penalty: 1156.265869
	Iteration 160F: 3 clusters Score -1.629316e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206864 members 
Mstep: Class 2 contains 122928 members 
Entering Unmasked Estep 
Score: -16293164.000000 Penalty: 1156.265869
	Iteration 161Q: 3 clusters Score -1.629316e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206800 members 
Mstep: Class 2 contains 122992 members 
Entering Unmasked Estep 
Score: -16293204.000000 Penalty: 1156.265869
	Iteration 162Q: 3 clusters Score -1.62932e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206733 members 
Mstep: Class 2 contains 123059 members 
Entering Unmasked Estep 
Score: -16293205.000000 Penalty: 1156.265869
	Iteration 163Q: 3 clusters Score -1.62932e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206675 members 
Mstep: Class 2 contains 123117 members 
Entering Unmasked Estep 
Score: -16293244.000000 Penalty: 1156.265869
	Iteration 164Q: 3 clusters Score -1.629324e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206593 members 
Mstep: Class 2 contains 123199 members 
Entering Unmasked Estep 
Score: -16293251.000000 Penalty: 1156.265869
	Iteration 165Q: 3 clusters Score -1.629325e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206512 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -16293289.000000 Penalty: 1156.265869
	Iteration 166Q: 3 clusters Score -1.629329e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206435 members 
Mstep: Class 2 contains 123357 members 
Entering Unmasked Estep 
Score: -16293319.000000 Penalty: 1156.265869
	Iteration 167Q: 3 clusters Score -1.629332e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206362 members 
Mstep: Class 2 contains 123430 members 
Entering Unmasked Estep 
Score: -16293347.000000 Penalty: 1156.265869
	Iteration 168Q: 3 clusters Score -1.629335e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206271 members 
Mstep: Class 2 contains 123521 members 
Entering Unmasked Estep 
Score: -16293366.000000 Penalty: 1156.265869
	Iteration 169Q: 3 clusters Score -1.629337e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206173 members 
Mstep: Class 2 contains 123619 members 
Entering Unmasked Estep 
Score: -16293412.000000 Penalty: 1156.265869
	Iteration 170Q: 3 clusters Score -1.629341e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206069 members 
Mstep: Class 2 contains 123723 members 
Entering Unmasked Estep 
Score: -16293415.000000 Penalty: 1156.265869
	Iteration 171Q: 3 clusters Score -1.629342e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205968 members 
Mstep: Class 2 contains 123824 members 
Entering Unmasked Estep 
Score: -16293469.000000 Penalty: 1156.265869
	Iteration 172Q: 3 clusters Score -1.629347e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205882 members 
Mstep: Class 2 contains 123910 members 
Entering Unmasked Estep 
Score: -16293529.000000 Penalty: 1156.265869
	Iteration 173Q: 3 clusters Score -1.629353e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205808 members 
Mstep: Class 2 contains 123984 members 
Entering Unmasked Estep 
Score: -16293577.000000 Penalty: 1156.265869
	Iteration 174Q: 3 clusters Score -1.629358e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205747 members 
Mstep: Class 2 contains 124045 members 
Entering Unmasked Estep 
Score: -16293627.000000 Penalty: 1156.265869
	Iteration 175Q: 3 clusters Score -1.629363e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205704 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -16293663.000000 Penalty: 1156.265869
	Iteration 176Q: 3 clusters Score -1.629366e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205683 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -16293703.000000 Penalty: 1156.265869
	Iteration 177Q: 3 clusters Score -1.62937e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205665 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -16293727.000000 Penalty: 1156.265869
	Iteration 178Q: 3 clusters Score -1.629373e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205662 members 
Mstep: Class 2 contains 124130 members 
Entering Unmasked Estep 
Score: -16293735.000000 Penalty: 1156.265869
	Iteration 179Q: 3 clusters Score -1.629374e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205655 members 
Mstep: Class 2 contains 124137 members 
Entering Unmasked Estep 
Score: -16293758.000000 Penalty: 1156.265869
	Iteration 180F: 3 clusters Score -1.629376e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205651 members 
Mstep: Class 2 contains 124141 members 
Entering Unmasked Estep 
Score: -16293770.000000 Penalty: 1156.265869
	Iteration 181Q: 3 clusters Score -1.629377e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205649 members 
Mstep: Class 2 contains 124143 members 
Entering Unmasked Estep 
Score: -16293779.000000 Penalty: 1156.265869
	Iteration 182Q: 3 clusters Score -1.629378e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205646 members 
Mstep: Class 2 contains 124146 members 
Entering Unmasked Estep 
Score: -16293800.000000 Penalty: 1156.265869
	Iteration 183Q: 3 clusters Score -1.62938e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205660 members 
Mstep: Class 2 contains 124132 members 
Entering Unmasked Estep 
Score: -16293780.000000 Penalty: 1156.265869
	Iteration 184Q: 3 clusters Score -1.629378e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205689 members 
Mstep: Class 2 contains 124103 members 
Entering Unmasked Estep 
Score: -16293780.000000 Penalty: 1156.265869
	Iteration 185Q: 3 clusters Score -1.629378e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205728 members 
Mstep: Class 2 contains 124064 members 
Entering Unmasked Estep 
Score: -16293767.000000 Penalty: 1156.265869
	Iteration 186Q: 3 clusters Score -1.629377e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205767 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -16293769.000000 Penalty: 1156.265869
	Iteration 187Q: 3 clusters Score -1.629377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205794 members 
Mstep: Class 2 contains 123998 members 
Entering Unmasked Estep 
Score: -16293776.000000 Penalty: 1156.265869
	Iteration 188Q: 3 clusters Score -1.629378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205823 members 
Mstep: Class 2 contains 123969 members 
Entering Unmasked Estep 
Score: -16293768.000000 Penalty: 1156.265869
	Iteration 189Q: 3 clusters Score -1.629377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205849 members 
Mstep: Class 2 contains 123943 members 
Entering Unmasked Estep 
Score: -16293763.000000 Penalty: 1156.265869
	Iteration 190Q: 3 clusters Score -1.629376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205884 members 
Mstep: Class 2 contains 123908 members 
Entering Unmasked Estep 
Score: -16293766.000000 Penalty: 1156.265869
	Iteration 191Q: 3 clusters Score -1.629377e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205914 members 
Mstep: Class 2 contains 123878 members 
Entering Unmasked Estep 
Score: -16293768.000000 Penalty: 1156.265869
	Iteration 192Q: 3 clusters Score -1.629377e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205944 members 
Mstep: Class 2 contains 123848 members 
Entering Unmasked Estep 
Score: -16293758.000000 Penalty: 1156.265869
	Iteration 193Q: 3 clusters Score -1.629376e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205978 members 
Mstep: Class 2 contains 123814 members 
Entering Unmasked Estep 
Score: -16293755.000000 Penalty: 1156.265869
	Iteration 194Q: 3 clusters Score -1.629376e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206007 members 
Mstep: Class 2 contains 123785 members 
Entering Unmasked Estep 
Score: -16293759.000000 Penalty: 1156.265869
	Iteration 195Q: 3 clusters Score -1.629376e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206047 members 
Mstep: Class 2 contains 123745 members 
Entering Unmasked Estep 
Score: -16293759.000000 Penalty: 1156.265869
	Iteration 196Q: 3 clusters Score -1.629376e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206098 members 
Mstep: Class 2 contains 123694 members 
Entering Unmasked Estep 
Score: -16293763.000000 Penalty: 1156.265869
	Iteration 197Q: 3 clusters Score -1.629376e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206146 members 
Mstep: Class 2 contains 123646 members 
Entering Unmasked Estep 
Score: -16293764.000000 Penalty: 1156.265869
	Iteration 198Q: 3 clusters Score -1.629376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206175 members 
Mstep: Class 2 contains 123617 members 
Entering Unmasked Estep 
Score: -16293751.000000 Penalty: 1156.265869
	Iteration 199Q: 3 clusters Score -1.629375e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206214 members 
Mstep: Class 2 contains 123578 members 
Entering Unmasked Estep 
Score: -16293729.000000 Penalty: 1156.265869
	Iteration 200F: 3 clusters Score -1.629373e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206257 members 
Mstep: Class 2 contains 123535 members 
Entering Unmasked Estep 
Score: -16293691.000000 Penalty: 1156.265869
	Iteration 201Q: 3 clusters Score -1.629369e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206324 members 
Mstep: Class 2 contains 123468 members 
Entering Unmasked Estep 
Score: -16293680.000000 Penalty: 1156.265869
	Iteration 202Q: 3 clusters Score -1.629368e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206395 members 
Mstep: Class 2 contains 123397 members 
Entering Unmasked Estep 
Score: -16293641.000000 Penalty: 1156.265869
	Iteration 203Q: 3 clusters Score -1.629364e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206459 members 
Mstep: Class 2 contains 123333 members 
Entering Unmasked Estep 
Score: -16293631.000000 Penalty: 1156.265869
	Iteration 204Q: 3 clusters Score -1.629363e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206512 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -16293609.000000 Penalty: 1156.265869
	Iteration 205Q: 3 clusters Score -1.629361e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206584 members 
Mstep: Class 2 contains 123208 members 
Entering Unmasked Estep 
Score: -16293575.000000 Penalty: 1156.265869
	Iteration 206Q: 3 clusters Score -1.629358e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206657 members 
Mstep: Class 2 contains 123135 members 
Entering Unmasked Estep 
Score: -16293527.000000 Penalty: 1156.265869
	Iteration 207Q: 3 clusters Score -1.629353e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206735 members 
Mstep: Class 2 contains 123057 members 
Entering Unmasked Estep 
Score: -16293503.000000 Penalty: 1156.265869
	Iteration 208Q: 3 clusters Score -1.62935e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206821 members 
Mstep: Class 2 contains 122971 members 
Entering Unmasked Estep 
Score: -16293467.000000 Penalty: 1156.265869
	Iteration 209Q: 3 clusters Score -1.629347e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206909 members 
Mstep: Class 2 contains 122883 members 
Entering Unmasked Estep 
Score: -16293419.000000 Penalty: 1156.265869
	Iteration 210Q: 3 clusters Score -1.629342e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206993 members 
Mstep: Class 2 contains 122799 members 
Entering Unmasked Estep 
Score: -16293391.000000 Penalty: 1156.265869
	Iteration 211Q: 3 clusters Score -1.629339e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207064 members 
Mstep: Class 2 contains 122728 members 
Entering Unmasked Estep 
Score: -16293379.000000 Penalty: 1156.265869
	Iteration 212Q: 3 clusters Score -1.629338e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207111 members 
Mstep: Class 2 contains 122681 members 
Entering Unmasked Estep 
Score: -16293327.000000 Penalty: 1156.265869
	Iteration 213Q: 3 clusters Score -1.629333e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207157 members 
Mstep: Class 2 contains 122635 members 
Entering Unmasked Estep 
Score: -16293288.000000 Penalty: 1156.265869
	Iteration 214Q: 3 clusters Score -1.629329e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207190 members 
Mstep: Class 2 contains 122602 members 
Entering Unmasked Estep 
Score: -16293266.000000 Penalty: 1156.265869
	Iteration 215Q: 3 clusters Score -1.629327e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207220 members 
Mstep: Class 2 contains 122572 members 
Entering Unmasked Estep 
Score: -16293252.000000 Penalty: 1156.265869
	Iteration 216Q: 3 clusters Score -1.629325e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207247 members 
Mstep: Class 2 contains 122545 members 
Entering Unmasked Estep 
Score: -16293280.000000 Penalty: 1156.265869
	Iteration 217Q: 3 clusters Score -1.629328e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207278 members 
Mstep: Class 2 contains 122514 members 
Entering Unmasked Estep 
Score: -16293272.000000 Penalty: 1156.265869
	Iteration 218Q: 3 clusters Score -1.629327e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207289 members 
Mstep: Class 2 contains 122503 members 
Entering Unmasked Estep 
Score: -16293268.000000 Penalty: 1156.265869
	Iteration 219Q: 3 clusters Score -1.629327e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207292 members 
Mstep: Class 2 contains 122500 members 
Entering Unmasked Estep 
Score: -16293234.000000 Penalty: 1156.265869
	Iteration 220F: 3 clusters Score -1.629323e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207298 members 
Mstep: Class 2 contains 122494 members 
Entering Unmasked Estep 
Score: -16293236.000000 Penalty: 1156.265869
	Iteration 221Q: 3 clusters Score -1.629324e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207300 members 
Mstep: Class 2 contains 122492 members 
Entering Unmasked Estep 
Score: -16293236.000000 Penalty: 1156.265869
	Iteration 222Q: 3 clusters Score -1.629324e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207305 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -16293214.000000 Penalty: 1156.265869
	Iteration 223Q: 3 clusters Score -1.629321e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207324 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -16293204.000000 Penalty: 1156.265869
	Iteration 224Q: 3 clusters Score -1.62932e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207337 members 
Mstep: Class 2 contains 122455 members 
Entering Unmasked Estep 
Score: -16293209.000000 Penalty: 1156.265869
	Iteration 225Q: 3 clusters Score -1.629321e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207351 members 
Mstep: Class 2 contains 122441 members 
Entering Unmasked Estep 
Score: -16293211.000000 Penalty: 1156.265869
	Iteration 226Q: 3 clusters Score -1.629321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207363 members 
Mstep: Class 2 contains 122429 members 
Entering Unmasked Estep 
Score: -16293205.000000 Penalty: 1156.265869
	Iteration 227Q: 3 clusters Score -1.62932e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207369 members 
Mstep: Class 2 contains 122423 members 
Entering Unmasked Estep 
Score: -16293201.000000 Penalty: 1156.265869
	Iteration 228Q: 3 clusters Score -1.62932e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207371 members 
Mstep: Class 2 contains 122421 members 
Entering Unmasked Estep 
Score: -16293181.000000 Penalty: 1156.265869
	Iteration 229Q: 3 clusters Score -1.629318e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207385 members 
Mstep: Class 2 contains 122407 members 
Entering Unmasked Estep 
Score: -16293181.000000 Penalty: 1156.265869
	Iteration 230Q: 3 clusters Score -1.629318e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207405 members 
Mstep: Class 2 contains 122387 members 
Entering Unmasked Estep 
Score: -16293187.000000 Penalty: 1156.265869
	Iteration 231Q: 3 clusters Score -1.629319e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207431 members 
Mstep: Class 2 contains 122361 members 
Entering Unmasked Estep 
Score: -16293152.000000 Penalty: 1156.265869
	Iteration 232Q: 3 clusters Score -1.629315e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207447 members 
Mstep: Class 2 contains 122345 members 
Entering Unmasked Estep 
Score: -16293143.000000 Penalty: 1156.265869
	Iteration 233Q: 3 clusters Score -1.629314e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207467 members 
Mstep: Class 2 contains 122325 members 
Entering Unmasked Estep 
Score: -16293113.000000 Penalty: 1156.265869
	Iteration 234Q: 3 clusters Score -1.629311e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207484 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -16293105.000000 Penalty: 1156.265869
	Iteration 235Q: 3 clusters Score -1.62931e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207491 members 
Mstep: Class 2 contains 122301 members 
Entering Unmasked Estep 
Score: -16293110.000000 Penalty: 1156.265869
	Iteration 236Q: 3 clusters Score -1.629311e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207484 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -16293102.000000 Penalty: 1156.265869
	Iteration 237Q: 3 clusters Score -1.62931e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207481 members 
Mstep: Class 2 contains 122311 members 
Entering Unmasked Estep 
Score: -16293113.000000 Penalty: 1156.265869
	Iteration 238Q: 3 clusters Score -1.629311e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207470 members 
Mstep: Class 2 contains 122322 members 
Entering Unmasked Estep 
Score: -16293110.000000 Penalty: 1156.265869
	Iteration 239Q: 3 clusters Score -1.629311e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207463 members 
Mstep: Class 2 contains 122329 members 
Entering Unmasked Estep 
Score: -16293100.000000 Penalty: 1156.265869
	Iteration 240F: 3 clusters Score -1.62931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207455 members 
Mstep: Class 2 contains 122337 members 
Entering Unmasked Estep 
Score: -16293100.000000 Penalty: 1156.265869
	Iteration 241Q: 3 clusters Score -1.62931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207445 members 
Mstep: Class 2 contains 122347 members 
Entering Unmasked Estep 
Score: -16293080.000000 Penalty: 1156.265869
	Iteration 242Q: 3 clusters Score -1.629308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207440 members 
Mstep: Class 2 contains 122352 members 
Entering Unmasked Estep 
Score: -16293085.000000 Penalty: 1156.265869
	Iteration 243Q: 3 clusters Score -1.629308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207434 members 
Mstep: Class 2 contains 122358 members 
Entering Unmasked Estep 
Score: -16293089.000000 Penalty: 1156.265869
	Iteration 244Q: 3 clusters Score -1.629309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207425 members 
Mstep: Class 2 contains 122367 members 
Entering Unmasked Estep 
Score: -16293090.000000 Penalty: 1156.265869
	Iteration 245Q: 3 clusters Score -1.629309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207414 members 
Mstep: Class 2 contains 122378 members 
Entering Unmasked Estep 
Score: -16293092.000000 Penalty: 1156.265869
	Iteration 246Q: 3 clusters Score -1.629309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207407 members 
Mstep: Class 2 contains 122385 members 
Entering Unmasked Estep 
Score: -16293106.000000 Penalty: 1156.265869
	Iteration 247Q: 3 clusters Score -1.629311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207395 members 
Mstep: Class 2 contains 122397 members 
Entering Unmasked Estep 
Score: -16293115.000000 Penalty: 1156.265869
	Iteration 248Q: 3 clusters Score -1.629312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207383 members 
Mstep: Class 2 contains 122409 members 
Entering Unmasked Estep 
Score: -16293117.000000 Penalty: 1156.265869
	Iteration 249Q: 3 clusters Score -1.629312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207374 members 
Mstep: Class 2 contains 122418 members 
Entering Unmasked Estep 
Score: -16293130.000000 Penalty: 1156.265869
	Iteration 250Q: 3 clusters Score -1.629313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207366 members 
Mstep: Class 2 contains 122426 members 
Entering Unmasked Estep 
Score: -16293137.000000 Penalty: 1156.265869
	Iteration 251Q: 3 clusters Score -1.629314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207357 members 
Mstep: Class 2 contains 122435 members 
Entering Unmasked Estep 
Score: -16293135.000000 Penalty: 1156.265869
	Iteration 252Q: 3 clusters Score -1.629314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207351 members 
Mstep: Class 2 contains 122441 members 
Entering Unmasked Estep 
Score: -16293136.000000 Penalty: 1156.265869
	Iteration 253Q: 3 clusters Score -1.629314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207345 members 
Mstep: Class 2 contains 122447 members 
Entering Unmasked Estep 
Score: -16293144.000000 Penalty: 1156.265869
	Iteration 254Q: 3 clusters Score -1.629314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207343 members 
Mstep: Class 2 contains 122449 members 
Entering Unmasked Estep 
Score: -16293144.000000 Penalty: 1156.265869
	Iteration 255Q: 3 clusters Score -1.629314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207342 members 
Mstep: Class 2 contains 122450 members 
Entering Unmasked Estep 
Score: -16293152.000000 Penalty: 1156.265869
	Iteration 256Q: 3 clusters Score -1.629315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207340 members 
Mstep: Class 2 contains 122452 members 
Entering Unmasked Estep 
Score: -16293147.000000 Penalty: 1156.265869
	Iteration 257Q: 3 clusters Score -1.629315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207339 members 
Mstep: Class 2 contains 122453 members 
Entering Unmasked Estep 
Score: -16293145.000000 Penalty: 1156.265869
	Iteration 258Q: 3 clusters Score -1.629314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207337 members 
Mstep: Class 2 contains 122455 members 
Entering Unmasked Estep 
Score: -16293142.000000 Penalty: 1156.265869
	Iteration 259Q: 3 clusters Score -1.629314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207337 members 
Mstep: Class 2 contains 122455 members 
Entering Unmasked Estep 
Score: -16293142.000000 Penalty: 1156.265869
	Iteration 260F: 3 clusters Score -1.629314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 178326 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 223642 members 
Mstep: Class 8 contains 207337 members 
Mstep: Class 9 contains 63357 members 
Mstep: Class 10 contains 8437 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 62983 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 244157 members 
Mstep: Class 19 contains 85229 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 210898 members 
Mstep: Class 22 contains 3973 members 
Mstep: Class 23 contains 1004 members 
Mstep: Class 24 contains 122455 members 
Entering Unmasked Estep 
Score: -90434760.000000 Penalty: 15824.533203
Splitting cluster 8 changes total score from -90335744.000000 to -90434760.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (63357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Entering Unmasked Estep 
Score: -2918632.500000 Penalty: 503.072601
	Iteration 0F: 2 clusters Score -2918632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -2876091.250000 Penalty: 1006.145203
	Iteration 0F: 3 clusters Score -2876091 nChanged 30829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2897295.750000 Penalty: 1006.145203
	Iteration 1F: 3 clusters Score -2897296 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2900982.500000 Penalty: 1006.145203
	Iteration 2F: 3 clusters Score -2900982 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2905435.500000 Penalty: 1006.145203
	Iteration 3F: 3 clusters Score -2905436 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2910005.000000 Penalty: 1006.145203
	Iteration 4F: 3 clusters Score -2910005 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2913738.750000 Penalty: 1006.145203
	Iteration 5F: 3 clusters Score -2913739 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2916080.750000 Penalty: 1006.145203
	Iteration 6Q: 3 clusters Score -2916081 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2917504.500000 Penalty: 1006.145203
	Iteration 7Q: 3 clusters Score -2917504 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2918288.500000 Penalty: 1006.145203
	Iteration 8Q: 3 clusters Score -2918288 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2918618.750000 Penalty: 1006.145203
	Iteration 9Q: 3 clusters Score -2918619 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2918774.000000 Penalty: 1006.145203
	Iteration 10Q: 3 clusters Score -2918774 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2918882.750000 Penalty: 1006.145203
	Iteration 11Q: 3 clusters Score -2918883 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2918955.250000 Penalty: 1006.145203
	Iteration 12Q: 3 clusters Score -2918955 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2919009.500000 Penalty: 1006.145203
	Iteration 13Q: 3 clusters Score -2919010 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2919062.250000 Penalty: 1006.145203
	Iteration 14Q: 3 clusters Score -2919062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2919092.750000 Penalty: 1006.145203
	Iteration 15Q: 3 clusters Score -2919093 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2919124.500000 Penalty: 1006.145203
	Iteration 16Q: 3 clusters Score -2919124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2919140.750000 Penalty: 1006.145203
	Iteration 17Q: 3 clusters Score -2919141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2919140.000000 Penalty: 1006.145203
	Iteration 18Q: 3 clusters Score -2919140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2919155.500000 Penalty: 1006.145203
	Iteration 19Q: 3 clusters Score -2919156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2919159.750000 Penalty: 1006.145203
	Iteration 20F: 3 clusters Score -2919160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2919163.250000 Penalty: 1006.145203
	Iteration 21Q: 3 clusters Score -2919163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2919165.750000 Penalty: 1006.145203
	Iteration 22Q: 3 clusters Score -2919166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2919165.750000 Penalty: 1006.145203
	Iteration 23Q: 3 clusters Score -2919166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2919166.500000 Penalty: 1006.145203
	Iteration 24Q: 3 clusters Score -2919166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2919168.000000 Penalty: 1006.145203
	Iteration 25Q: 3 clusters Score -2919168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2919171.000000 Penalty: 1006.145203
	Iteration 26Q: 3 clusters Score -2919171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2919179.250000 Penalty: 1006.145203
	Iteration 27Q: 3 clusters Score -2919179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2919185.750000 Penalty: 1006.145203
	Iteration 28Q: 3 clusters Score -2919186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2919191.500000 Penalty: 1006.145203
	Iteration 29Q: 3 clusters Score -2919192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2919201.000000 Penalty: 1006.145203
	Iteration 30Q: 3 clusters Score -2919201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2919201.750000 Penalty: 1006.145203
	Iteration 31Q: 3 clusters Score -2919202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2919200.500000 Penalty: 1006.145203
	Iteration 32Q: 3 clusters Score -2919200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2919206.000000 Penalty: 1006.145203
	Iteration 33Q: 3 clusters Score -2919206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2919212.500000 Penalty: 1006.145203
	Iteration 34Q: 3 clusters Score -2919212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2919224.000000 Penalty: 1006.145203
	Iteration 35Q: 3 clusters Score -2919224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2919220.750000 Penalty: 1006.145203
	Iteration 36Q: 3 clusters Score -2919221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2919217.000000 Penalty: 1006.145203
	Iteration 37Q: 3 clusters Score -2919217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2919217.250000 Penalty: 1006.145203
	Iteration 38Q: 3 clusters Score -2919217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2919229.000000 Penalty: 1006.145203
	Iteration 39Q: 3 clusters Score -2919229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2919231.750000 Penalty: 1006.145203
	Iteration 40F: 3 clusters Score -2919232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2919232.750000 Penalty: 1006.145203
	Iteration 41Q: 3 clusters Score -2919233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2919224.750000 Penalty: 1006.145203
	Iteration 42Q: 3 clusters Score -2919225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2919227.500000 Penalty: 1006.145203
	Iteration 43Q: 3 clusters Score -2919228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2919229.750000 Penalty: 1006.145203
	Iteration 44Q: 3 clusters Score -2919230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2919237.250000 Penalty: 1006.145203
	Iteration 45Q: 3 clusters Score -2919237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2919236.000000 Penalty: 1006.145203
	Iteration 46Q: 3 clusters Score -2919236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2919238.000000 Penalty: 1006.145203
	Iteration 47Q: 3 clusters Score -2919238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2919238.500000 Penalty: 1006.145203
	Iteration 48Q: 3 clusters Score -2919238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2919239.000000 Penalty: 1006.145203
	Iteration 49Q: 3 clusters Score -2919239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2919238.000000 Penalty: 1006.145203
	Iteration 50Q: 3 clusters Score -2919238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2919238.000000 Penalty: 1006.145203
	Iteration 51Q: 3 clusters Score -2919238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2919237.500000 Penalty: 1006.145203
	Iteration 52Q: 3 clusters Score -2919238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2919236.250000 Penalty: 1006.145203
	Iteration 53Q: 3 clusters Score -2919236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2919237.250000 Penalty: 1006.145203
	Iteration 54Q: 3 clusters Score -2919237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2919236.500000 Penalty: 1006.145203
	Iteration 55Q: 3 clusters Score -2919236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2919236.500000 Penalty: 1006.145203
	Iteration 56F: 3 clusters Score -2919236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 178326 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 223642 members 
Mstep: Class 8 contains 207337 members 
Mstep: Class 9 contains 60853 members 
Mstep: Class 10 contains 8437 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 62983 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 244157 members 
Mstep: Class 19 contains 85229 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 210898 members 
Mstep: Class 22 contains 3973 members 
Mstep: Class 23 contains 1004 members 
Mstep: Class 24 contains 122455 members 
Mstep: Class 25 contains 2504 members 
Entering Unmasked Estep 
Score: -90435352.000000 Penalty: 16483.888672
Splitting cluster 9 changes total score from -90335744.000000 to -90435352.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -397689.750000 Penalty: 411.337402
	Iteration 0F: 2 clusters Score -397689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -392128.968750 Penalty: 822.674805
	Iteration 0F: 3 clusters Score -392129 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -394724.406250 Penalty: 822.674805
	Iteration 1F: 3 clusters Score -394724.4 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -395676.062500 Penalty: 822.674805
	Iteration 2F: 3 clusters Score -395676.1 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -396846.531250 Penalty: 822.674805
	Iteration 3F: 3 clusters Score -396846.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -397662.281250 Penalty: 822.674805
	Iteration 4F: 3 clusters Score -397662.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -397979.937500 Penalty: 822.674805
	Iteration 5F: 3 clusters Score -397979.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -398097.562500 Penalty: 822.674805
	Iteration 6Q: 3 clusters Score -398097.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -398152.281250 Penalty: 822.674805
	Iteration 7Q: 3 clusters Score -398152.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -398182.125000 Penalty: 822.674805
	Iteration 8Q: 3 clusters Score -398182.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -398204.250000 Penalty: 822.674805
	Iteration 9Q: 3 clusters Score -398204.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -398227.125000 Penalty: 822.674805
	Iteration 10Q: 3 clusters Score -398227.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -398241.531250 Penalty: 822.674805
	Iteration 11Q: 3 clusters Score -398241.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -398249.718750 Penalty: 822.674805
	Iteration 12Q: 3 clusters Score -398249.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -398258.562500 Penalty: 822.674805
	Iteration 13Q: 3 clusters Score -398258.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -398266.437500 Penalty: 822.674805
	Iteration 14Q: 3 clusters Score -398266.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -398271.093750 Penalty: 822.674805
	Iteration 15Q: 3 clusters Score -398271.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -398281.000000 Penalty: 822.674805
	Iteration 16Q: 3 clusters Score -398281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -398292.031250 Penalty: 822.674805
	Iteration 17Q: 3 clusters Score -398292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -398299.031250 Penalty: 822.674805
	Iteration 18Q: 3 clusters Score -398299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -398304.343750 Penalty: 822.674805
	Iteration 19Q: 3 clusters Score -398304.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -398312.812500 Penalty: 822.674805
	Iteration 20F: 3 clusters Score -398312.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -398320.250000 Penalty: 822.674805
	Iteration 21Q: 3 clusters Score -398320.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -398327.406250 Penalty: 822.674805
	Iteration 22Q: 3 clusters Score -398327.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -398332.625000 Penalty: 822.674805
	Iteration 23Q: 3 clusters Score -398332.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -398337.875000 Penalty: 822.674805
	Iteration 24Q: 3 clusters Score -398337.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -398339.093750 Penalty: 822.674805
	Iteration 25Q: 3 clusters Score -398339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -398338.937500 Penalty: 822.674805
	Iteration 26Q: 3 clusters Score -398338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -398337.968750 Penalty: 822.674805
	Iteration 27Q: 3 clusters Score -398338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -398337.968750 Penalty: 822.674805
	Iteration 28F: 3 clusters Score -398338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 178326 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 223642 members 
Mstep: Class 8 contains 207337 members 
Mstep: Class 9 contains 60853 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 62983 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 18444 members 
Mstep: Class 18 contains 244157 members 
Mstep: Class 19 contains 85229 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 210898 members 
Mstep: Class 22 contains 3973 members 
Mstep: Class 23 contains 1004 members 
Mstep: Class 24 contains 122455 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 7251 members 
Entering Unmasked Estep 
Score: -90435936.000000 Penalty: 17143.244141
Splitting cluster 10 changes total score from -90335744.000000 to -90435936.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -156943.062500 Penalty: 368.709015
	Iteration 0F: 2 clusters Score -156943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -154684.453125 Penalty: 737.418030
	Iteration 0F: 3 clusters Score -154684.5 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -155565.062500 Penalty: 737.418030
	Iteration 1F: 3 clusters Score -155565.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -155733.046875 Penalty: 737.418030
	Iteration 2F: 3 clusters Score -155733 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -155875.937500 Penalty: 737.418030
	Iteration 3F: 3 clusters Score -155875.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -155995.593750 Penalty: 737.418030
	Iteration 4F: 3 clusters Score -155995.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -156122.281250 Penalty: 737.418030
	Iteration 5F: 3 clusters Score -156122.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -156275.046875 Penalty: 737.418030
	Iteration 6F: 3 clusters Score -156275 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -156403.000000 Penalty: 737.418030
	Iteration 7Q: 3 clusters Score -156403 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -156493.765625 Penalty: 737.418030
	Iteration 8Q: 3 clusters Score -156493.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -156547.734375 Penalty: 737.418030
	Iteration 9Q: 3 clusters Score -156547.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -156582.218750 Penalty: 737.418030
	Iteration 10Q: 3 clusters Score -156582.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -156623.906250 Penalty: 737.418030
	Iteration 11Q: 3 clusters Score -156623.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -156650.531250 Penalty: 737.418030
	Iteration 12Q: 3 clusters Score -156650.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -156666.296875 Penalty: 737.418030
	Iteration 13Q: 3 clusters Score -156666.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -156673.937500 Penalty: 737.418030
	Iteration 14Q: 3 clusters Score -156673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -156679.781250 Penalty: 737.418030
	Iteration 15Q: 3 clusters Score -156679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -156682.796875 Penalty: 737.418030
	Iteration 16Q: 3 clusters Score -156682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -156683.203125 Penalty: 737.418030
	Iteration 17Q: 3 clusters Score -156683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -156683.203125 Penalty: 737.418030
	Iteration 18F: 3 clusters Score -156683.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -118583.195312 Penalty: 355.093414
	Iteration 0F: 2 clusters Score -118583.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -116838.609375 Penalty: 710.186829
	Iteration 0F: 3 clusters Score -116838.6 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -117404.703125 Penalty: 710.186829
	Iteration 1F: 3 clusters Score -117404.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -117493.562500 Penalty: 710.186829
	Iteration 2F: 3 clusters Score -117493.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -117582.828125 Penalty: 710.186829
	Iteration 3F: 3 clusters Score -117582.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -117669.992188 Penalty: 710.186829
	Iteration 4F: 3 clusters Score -117670 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -117754.851562 Penalty: 710.186829
	Iteration 5F: 3 clusters Score -117754.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -117841.695312 Penalty: 710.186829
	Iteration 6F: 3 clusters Score -117841.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -117921.359375 Penalty: 710.186829
	Iteration 7F: 3 clusters Score -117921.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -117994.781250 Penalty: 710.186829
	Iteration 8Q: 3 clusters Score -117994.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -118066.171875 Penalty: 710.186829
	Iteration 9Q: 3 clusters Score -118066.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -118132.835938 Penalty: 710.186829
	Iteration 10Q: 3 clusters Score -118132.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -118174.296875 Penalty: 710.186829
	Iteration 11Q: 3 clusters Score -118174.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -118197.023438 Penalty: 710.186829
	Iteration 12Q: 3 clusters Score -118197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -118213.617188 Penalty: 710.186829
	Iteration 13Q: 3 clusters Score -118213.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -118222.796875 Penalty: 710.186829
	Iteration 14Q: 3 clusters Score -118222.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -118229.210938 Penalty: 710.186829
	Iteration 15Q: 3 clusters Score -118229.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -118233.851562 Penalty: 710.186829
	Iteration 16Q: 3 clusters Score -118233.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -118238.242188 Penalty: 710.186829
	Iteration 17Q: 3 clusters Score -118238.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -118242.046875 Penalty: 710.186829
	Iteration 18Q: 3 clusters Score -118242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -118244.390625 Penalty: 710.186829
	Iteration 19Q: 3 clusters Score -118244.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -118246.351562 Penalty: 710.186829
	Iteration 20F: 3 clusters Score -118246.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -118249.328125 Penalty: 710.186829
	Iteration 21Q: 3 clusters Score -118249.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -118251.437500 Penalty: 710.186829
	Iteration 22Q: 3 clusters Score -118251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -118252.812500 Penalty: 710.186829
	Iteration 23Q: 3 clusters Score -118252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -118256.031250 Penalty: 710.186829
	Iteration 24Q: 3 clusters Score -118256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -118258.648438 Penalty: 710.186829
	Iteration 25Q: 3 clusters Score -118258.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -118260.109375 Penalty: 710.186829
	Iteration 26Q: 3 clusters Score -118260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -118261.148438 Penalty: 710.186829
	Iteration 27Q: 3 clusters Score -118261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -118261.429688 Penalty: 710.186829
	Iteration 28Q: 3 clusters Score -118261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -118261.710938 Penalty: 710.186829
	Iteration 29Q: 3 clusters Score -118261.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -118262.179688 Penalty: 710.186829
	Iteration 30Q: 3 clusters Score -118262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118262.406250 Penalty: 710.186829
	Iteration 31Q: 3 clusters Score -118262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -118262.453125 Penalty: 710.186829
	Iteration 32Q: 3 clusters Score -118262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -118262.671875 Penalty: 710.186829
	Iteration 33Q: 3 clusters Score -118262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -118262.671875 Penalty: 710.186829
	Iteration 34F: 3 clusters Score -118262.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (229776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229776 members 
Entering Unmasked Estep 
Score: -11079165.000000 Penalty: 561.691162
	Iteration 0F: 2 clusters Score -1.107916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114803 members 
Mstep: Class 2 contains 114973 members 
Entering Unmasked Estep 
Score: -10940619.000000 Penalty: 1123.382324
	Iteration 0F: 3 clusters Score -1.094062e+07 nChanged 112992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106067 members 
Mstep: Class 2 contains 123709 members 
Entering Unmasked Estep 
Score: -11012696.000000 Penalty: 1123.382324
	Iteration 1F: 3 clusters Score -1.10127e+07 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102448 members 
Mstep: Class 2 contains 127328 members 
Entering Unmasked Estep 
Score: -11018764.000000 Penalty: 1123.382324
	Iteration 2F: 3 clusters Score -1.101876e+07 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98947 members 
Mstep: Class 2 contains 130829 members 
Entering Unmasked Estep 
Score: -11029694.000000 Penalty: 1123.382324
	Iteration 3F: 3 clusters Score -1.102969e+07 nChanged 17226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 132333 members 
Entering Unmasked Estep 
Score: -11045239.000000 Penalty: 1123.382324
	Iteration 4F: 3 clusters Score -1.104524e+07 nChanged 17515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98444 members 
Mstep: Class 2 contains 131332 members 
Entering Unmasked Estep 
Score: -11057442.000000 Penalty: 1123.382324
	Iteration 5F: 3 clusters Score -1.105744e+07 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 129723 members 
Entering Unmasked Estep 
Score: -11062563.000000 Penalty: 1123.382324
	Iteration 6F: 3 clusters Score -1.106256e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 128076 members 
Entering Unmasked Estep 
Score: -11064713.000000 Penalty: 1123.382324
	Iteration 7Q: 3 clusters Score -1.106471e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 126465 members 
Entering Unmasked Estep 
Score: -11065939.000000 Penalty: 1123.382324
	Iteration 8Q: 3 clusters Score -1.106594e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 125104 members 
Entering Unmasked Estep 
Score: -11066977.000000 Penalty: 1123.382324
	Iteration 9Q: 3 clusters Score -1.106698e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105961 members 
Mstep: Class 2 contains 123815 members 
Entering Unmasked Estep 
Score: -11068046.000000 Penalty: 1123.382324
	Iteration 10Q: 3 clusters Score -1.106805e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107282 members 
Mstep: Class 2 contains 122494 members 
Entering Unmasked Estep 
Score: -11068980.000000 Penalty: 1123.382324
	Iteration 11Q: 3 clusters Score -1.106898e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 121255 members 
Entering Unmasked Estep 
Score: -11069850.000000 Penalty: 1123.382324
	Iteration 12Q: 3 clusters Score -1.106985e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109640 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -11070807.000000 Penalty: 1123.382324
	Iteration 13Q: 3 clusters Score -1.107081e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110627 members 
Mstep: Class 2 contains 119149 members 
Entering Unmasked Estep 
Score: -11071671.000000 Penalty: 1123.382324
	Iteration 14Q: 3 clusters Score -1.107167e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 118201 members 
Entering Unmasked Estep 
Score: -11072488.000000 Penalty: 1123.382324
	Iteration 15Q: 3 clusters Score -1.107249e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112501 members 
Mstep: Class 2 contains 117275 members 
Entering Unmasked Estep 
Score: -11073372.000000 Penalty: 1123.382324
	Iteration 16Q: 3 clusters Score -1.107337e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113378 members 
Mstep: Class 2 contains 116398 members 
Entering Unmasked Estep 
Score: -11074280.000000 Penalty: 1123.382324
	Iteration 17Q: 3 clusters Score -1.107428e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 115617 members 
Entering Unmasked Estep 
Score: -11075157.000000 Penalty: 1123.382324
	Iteration 18Q: 3 clusters Score -1.107516e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114886 members 
Mstep: Class 2 contains 114890 members 
Entering Unmasked Estep 
Score: -11076010.000000 Penalty: 1123.382324
	Iteration 19Q: 3 clusters Score -1.107601e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115507 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -11076751.000000 Penalty: 1123.382324
	Iteration 20F: 3 clusters Score -1.107675e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116046 members 
Mstep: Class 2 contains 113730 members 
Entering Unmasked Estep 
Score: -11077532.000000 Penalty: 1123.382324
	Iteration 21Q: 3 clusters Score -1.107753e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 113317 members 
Entering Unmasked Estep 
Score: -11078357.000000 Penalty: 1123.382324
	Iteration 22Q: 3 clusters Score -1.107836e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116721 members 
Mstep: Class 2 contains 113055 members 
Entering Unmasked Estep 
Score: -11078901.000000 Penalty: 1123.382324
	Iteration 23Q: 3 clusters Score -1.10789e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116791 members 
Mstep: Class 2 contains 112985 members 
Entering Unmasked Estep 
Score: -11079481.000000 Penalty: 1123.382324
	Iteration 24Q: 3 clusters Score -1.107948e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116677 members 
Mstep: Class 2 contains 113099 members 
Entering Unmasked Estep 
Score: -11079976.000000 Penalty: 1123.382324
	Iteration 25Q: 3 clusters Score -1.107998e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116414 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
Score: -11080196.000000 Penalty: 1123.382324
	Iteration 26Q: 3 clusters Score -1.10802e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116091 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -11080376.000000 Penalty: 1123.382324
	Iteration 27Q: 3 clusters Score -1.108038e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115659 members 
Mstep: Class 2 contains 114117 members 
Entering Unmasked Estep 
Score: -11080600.000000 Penalty: 1123.382324
	Iteration 28Q: 3 clusters Score -1.10806e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115152 members 
Mstep: Class 2 contains 114624 members 
Entering Unmasked Estep 
Score: -11080744.000000 Penalty: 1123.382324
	Iteration 29Q: 3 clusters Score -1.108074e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114536 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -11080743.000000 Penalty: 1123.382324
	Iteration 30Q: 3 clusters Score -1.108074e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113839 members 
Mstep: Class 2 contains 115937 members 
Entering Unmasked Estep 
Score: -11080782.000000 Penalty: 1123.382324
	Iteration 31Q: 3 clusters Score -1.108078e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113092 members 
Mstep: Class 2 contains 116684 members 
Entering Unmasked Estep 
Score: -11080804.000000 Penalty: 1123.382324
	Iteration 32Q: 3 clusters Score -1.10808e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112374 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
Score: -11080734.000000 Penalty: 1123.382324
	Iteration 33Q: 3 clusters Score -1.108073e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111679 members 
Mstep: Class 2 contains 118097 members 
Entering Unmasked Estep 
Score: -11080713.000000 Penalty: 1123.382324
	Iteration 34Q: 3 clusters Score -1.108071e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 118855 members 
Entering Unmasked Estep 
Score: -11080639.000000 Penalty: 1123.382324
	Iteration 35Q: 3 clusters Score -1.108064e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 119597 members 
Entering Unmasked Estep 
Score: -11080561.000000 Penalty: 1123.382324
	Iteration 36Q: 3 clusters Score -1.108056e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109403 members 
Mstep: Class 2 contains 120373 members 
Entering Unmasked Estep 
Score: -11080541.000000 Penalty: 1123.382324
	Iteration 37Q: 3 clusters Score -1.108054e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108613 members 
Mstep: Class 2 contains 121163 members 
Entering Unmasked Estep 
Score: -11080501.000000 Penalty: 1123.382324
	Iteration 38Q: 3 clusters Score -1.10805e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107777 members 
Mstep: Class 2 contains 121999 members 
Entering Unmasked Estep 
Score: -11080437.000000 Penalty: 1123.382324
	Iteration 39Q: 3 clusters Score -1.108044e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 122836 members 
Entering Unmasked Estep 
Score: -11080292.000000 Penalty: 1123.382324
	Iteration 40F: 3 clusters Score -1.108029e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106139 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -11080227.000000 Penalty: 1123.382324
	Iteration 41Q: 3 clusters Score -1.108023e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 124469 members 
Entering Unmasked Estep 
Score: -11080130.000000 Penalty: 1123.382324
	Iteration 42Q: 3 clusters Score -1.108013e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 125295 members 
Entering Unmasked Estep 
Score: -11080028.000000 Penalty: 1123.382324
	Iteration 43Q: 3 clusters Score -1.108003e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 126113 members 
Entering Unmasked Estep 
Score: -11079927.000000 Penalty: 1123.382324
	Iteration 44Q: 3 clusters Score -1.107993e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -11079816.000000 Penalty: 1123.382324
	Iteration 45Q: 3 clusters Score -1.107982e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Mstep: Class 2 contains 127657 members 
Entering Unmasked Estep 
Score: -11079759.000000 Penalty: 1123.382324
	Iteration 46Q: 3 clusters Score -1.107976e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 128318 members 
Entering Unmasked Estep 
Score: -11079717.000000 Penalty: 1123.382324
	Iteration 47Q: 3 clusters Score -1.107972e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100831 members 
Mstep: Class 2 contains 128945 members 
Entering Unmasked Estep 
Score: -11079671.000000 Penalty: 1123.382324
	Iteration 48Q: 3 clusters Score -1.107967e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100210 members 
Mstep: Class 2 contains 129566 members 
Entering Unmasked Estep 
Score: -11079613.000000 Penalty: 1123.382324
	Iteration 49Q: 3 clusters Score -1.107961e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99644 members 
Mstep: Class 2 contains 130132 members 
Entering Unmasked Estep 
Score: -11079533.000000 Penalty: 1123.382324
	Iteration 50Q: 3 clusters Score -1.107953e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99101 members 
Mstep: Class 2 contains 130675 members 
Entering Unmasked Estep 
Score: -11079436.000000 Penalty: 1123.382324
	Iteration 51Q: 3 clusters Score -1.107944e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 131231 members 
Entering Unmasked Estep 
Score: -11079371.000000 Penalty: 1123.382324
	Iteration 52Q: 3 clusters Score -1.107937e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98027 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -11079298.000000 Penalty: 1123.382324
	Iteration 53Q: 3 clusters Score -1.10793e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97522 members 
Mstep: Class 2 contains 132254 members 
Entering Unmasked Estep 
Score: -11079276.000000 Penalty: 1123.382324
	Iteration 54Q: 3 clusters Score -1.107928e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97070 members 
Mstep: Class 2 contains 132706 members 
Entering Unmasked Estep 
Score: -11079237.000000 Penalty: 1123.382324
	Iteration 55Q: 3 clusters Score -1.107924e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 133131 members 
Entering Unmasked Estep 
Score: -11079171.000000 Penalty: 1123.382324
	Iteration 56Q: 3 clusters Score -1.107917e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 133545 members 
Entering Unmasked Estep 
Score: -11079118.000000 Penalty: 1123.382324
	Iteration 57Q: 3 clusters Score -1.107912e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 133958 members 
Entering Unmasked Estep 
Score: -11079102.000000 Penalty: 1123.382324
	Iteration 58Q: 3 clusters Score -1.10791e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -11079097.000000 Penalty: 1123.382324
	Iteration 59Q: 3 clusters Score -1.10791e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 134672 members 
Entering Unmasked Estep 
Score: -11079066.000000 Penalty: 1123.382324
	Iteration 60F: 3 clusters Score -1.107907e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Mstep: Class 2 contains 135060 members 
Entering Unmasked Estep 
Score: -11078998.000000 Penalty: 1123.382324
	Iteration 61Q: 3 clusters Score -1.1079e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 135410 members 
Entering Unmasked Estep 
Score: -11078973.000000 Penalty: 1123.382324
	Iteration 62Q: 3 clusters Score -1.107897e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 135731 members 
Entering Unmasked Estep 
Score: -11078943.000000 Penalty: 1123.382324
	Iteration 63Q: 3 clusters Score -1.107894e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 136021 members 
Entering Unmasked Estep 
Score: -11078911.000000 Penalty: 1123.382324
	Iteration 64Q: 3 clusters Score -1.107891e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93461 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -11078881.000000 Penalty: 1123.382324
	Iteration 65Q: 3 clusters Score -1.107888e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 136585 members 
Entering Unmasked Estep 
Score: -11078869.000000 Penalty: 1123.382324
	Iteration 66Q: 3 clusters Score -1.107887e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 136786 members 
Entering Unmasked Estep 
Score: -11078826.000000 Penalty: 1123.382324
	Iteration 67Q: 3 clusters Score -1.107883e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 137020 members 
Entering Unmasked Estep 
Score: -11078818.000000 Penalty: 1123.382324
	Iteration 68Q: 3 clusters Score -1.107882e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 137230 members 
Entering Unmasked Estep 
Score: -11078821.000000 Penalty: 1123.382324
	Iteration 69Q: 3 clusters Score -1.107882e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 137438 members 
Entering Unmasked Estep 
Score: -11078770.000000 Penalty: 1123.382324
	Iteration 70Q: 3 clusters Score -1.107877e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 137625 members 
Entering Unmasked Estep 
Score: -11078723.000000 Penalty: 1123.382324
	Iteration 71Q: 3 clusters Score -1.107872e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 137799 members 
Entering Unmasked Estep 
Score: -11078693.000000 Penalty: 1123.382324
	Iteration 72Q: 3 clusters Score -1.107869e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 137957 members 
Entering Unmasked Estep 
Score: -11078680.000000 Penalty: 1123.382324
	Iteration 73Q: 3 clusters Score -1.107868e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 138090 members 
Entering Unmasked Estep 
Score: -11078701.000000 Penalty: 1123.382324
	Iteration 74Q: 3 clusters Score -1.10787e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91558 members 
Mstep: Class 2 contains 138218 members 
Entering Unmasked Estep 
Score: -11078687.000000 Penalty: 1123.382324
	Iteration 75Q: 3 clusters Score -1.107869e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91444 members 
Mstep: Class 2 contains 138332 members 
Entering Unmasked Estep 
Score: -11078661.000000 Penalty: 1123.382324
	Iteration 76Q: 3 clusters Score -1.107866e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 138438 members 
Entering Unmasked Estep 
Score: -11078648.000000 Penalty: 1123.382324
	Iteration 77Q: 3 clusters Score -1.107865e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91227 members 
Mstep: Class 2 contains 138549 members 
Entering Unmasked Estep 
Score: -11078629.000000 Penalty: 1123.382324
	Iteration 78Q: 3 clusters Score -1.107863e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 138673 members 
Entering Unmasked Estep 
Score: -11078603.000000 Penalty: 1123.382324
	Iteration 79Q: 3 clusters Score -1.10786e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 138768 members 
Entering Unmasked Estep 
Score: -11078603.000000 Penalty: 1123.382324
	Iteration 80F: 3 clusters Score -1.10786e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 138850 members 
Entering Unmasked Estep 
Score: -11078598.000000 Penalty: 1123.382324
	Iteration 81Q: 3 clusters Score -1.10786e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90861 members 
Mstep: Class 2 contains 138915 members 
Entering Unmasked Estep 
Score: -11078590.000000 Penalty: 1123.382324
	Iteration 82Q: 3 clusters Score -1.107859e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 138957 members 
Entering Unmasked Estep 
Score: -11078591.000000 Penalty: 1123.382324
	Iteration 83Q: 3 clusters Score -1.107859e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 139002 members 
Entering Unmasked Estep 
Score: -11078571.000000 Penalty: 1123.382324
	Iteration 84Q: 3 clusters Score -1.107857e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 139050 members 
Entering Unmasked Estep 
Score: -11078553.000000 Penalty: 1123.382324
	Iteration 85Q: 3 clusters Score -1.107855e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 139096 members 
Entering Unmasked Estep 
Score: -11078527.000000 Penalty: 1123.382324
	Iteration 86Q: 3 clusters Score -1.107853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 139128 members 
Entering Unmasked Estep 
Score: -11078523.000000 Penalty: 1123.382324
	Iteration 87Q: 3 clusters Score -1.107852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 139162 members 
Entering Unmasked Estep 
Score: -11078536.000000 Penalty: 1123.382324
	Iteration 88Q: 3 clusters Score -1.107854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 139198 members 
Entering Unmasked Estep 
Score: -11078540.000000 Penalty: 1123.382324
	Iteration 89Q: 3 clusters Score -1.107854e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 139230 members 
Entering Unmasked Estep 
Score: -11078536.000000 Penalty: 1123.382324
	Iteration 90Q: 3 clusters Score -1.107854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 139264 members 
Entering Unmasked Estep 
Score: -11078528.000000 Penalty: 1123.382324
	Iteration 91Q: 3 clusters Score -1.107853e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 139302 members 
Entering Unmasked Estep 
Score: -11078544.000000 Penalty: 1123.382324
	Iteration 92Q: 3 clusters Score -1.107854e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 139332 members 
Entering Unmasked Estep 
Score: -11078521.000000 Penalty: 1123.382324
	Iteration 93Q: 3 clusters Score -1.107852e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90397 members 
Mstep: Class 2 contains 139379 members 
Entering Unmasked Estep 
Score: -11078501.000000 Penalty: 1123.382324
	Iteration 94Q: 3 clusters Score -1.10785e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 139425 members 
Entering Unmasked Estep 
Score: -11078486.000000 Penalty: 1123.382324
	Iteration 95Q: 3 clusters Score -1.107849e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90304 members 
Mstep: Class 2 contains 139472 members 
Entering Unmasked Estep 
Score: -11078493.000000 Penalty: 1123.382324
	Iteration 96Q: 3 clusters Score -1.107849e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 139522 members 
Entering Unmasked Estep 
Score: -11078488.000000 Penalty: 1123.382324
	Iteration 97Q: 3 clusters Score -1.107849e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -11078487.000000 Penalty: 1123.382324
	Iteration 98Q: 3 clusters Score -1.107849e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 139640 members 
Entering Unmasked Estep 
Score: -11078483.000000 Penalty: 1123.382324
	Iteration 99Q: 3 clusters Score -1.107848e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 139702 members 
Entering Unmasked Estep 
Score: -11078469.000000 Penalty: 1123.382324
	Iteration 100F: 3 clusters Score -1.107847e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 139786 members 
Entering Unmasked Estep 
Score: -11078460.000000 Penalty: 1123.382324
	Iteration 101Q: 3 clusters Score -1.107846e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 139857 members 
Entering Unmasked Estep 
Score: -11078439.000000 Penalty: 1123.382324
	Iteration 102Q: 3 clusters Score -1.107844e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 139925 members 
Entering Unmasked Estep 
Score: -11078420.000000 Penalty: 1123.382324
	Iteration 103Q: 3 clusters Score -1.107842e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89788 members 
Mstep: Class 2 contains 139988 members 
Entering Unmasked Estep 
Score: -11078424.000000 Penalty: 1123.382324
	Iteration 104Q: 3 clusters Score -1.107842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 140041 members 
Entering Unmasked Estep 
Score: -11078395.000000 Penalty: 1123.382324
	Iteration 105Q: 3 clusters Score -1.10784e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89679 members 
Mstep: Class 2 contains 140097 members 
Entering Unmasked Estep 
Score: -11078386.000000 Penalty: 1123.382324
	Iteration 106Q: 3 clusters Score -1.107839e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 140169 members 
Entering Unmasked Estep 
Score: -11078368.000000 Penalty: 1123.382324
	Iteration 107Q: 3 clusters Score -1.107837e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 140249 members 
Entering Unmasked Estep 
Score: -11078365.000000 Penalty: 1123.382324
	Iteration 108Q: 3 clusters Score -1.107836e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 140313 members 
Entering Unmasked Estep 
Score: -11078367.000000 Penalty: 1123.382324
	Iteration 109Q: 3 clusters Score -1.107837e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 140389 members 
Entering Unmasked Estep 
Score: -11078351.000000 Penalty: 1123.382324
	Iteration 110Q: 3 clusters Score -1.107835e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -11078355.000000 Penalty: 1123.382324
	Iteration 111Q: 3 clusters Score -1.107836e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 140551 members 
Entering Unmasked Estep 
Score: -11078355.000000 Penalty: 1123.382324
	Iteration 112Q: 3 clusters Score -1.107836e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 140606 members 
Entering Unmasked Estep 
Score: -11078353.000000 Penalty: 1123.382324
	Iteration 113Q: 3 clusters Score -1.107835e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89116 members 
Mstep: Class 2 contains 140660 members 
Entering Unmasked Estep 
Score: -11078338.000000 Penalty: 1123.382324
	Iteration 114Q: 3 clusters Score -1.107834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 140708 members 
Entering Unmasked Estep 
Score: -11078317.000000 Penalty: 1123.382324
	Iteration 115Q: 3 clusters Score -1.107832e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 140749 members 
Entering Unmasked Estep 
Score: -11078312.000000 Penalty: 1123.382324
	Iteration 116Q: 3 clusters Score -1.107831e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 140776 members 
Entering Unmasked Estep 
Score: -11078305.000000 Penalty: 1123.382324
	Iteration 117Q: 3 clusters Score -1.10783e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 140819 members 
Entering Unmasked Estep 
Score: -11078295.000000 Penalty: 1123.382324
	Iteration 118Q: 3 clusters Score -1.10783e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88898 members 
Mstep: Class 2 contains 140878 members 
Entering Unmasked Estep 
Score: -11078284.000000 Penalty: 1123.382324
	Iteration 119Q: 3 clusters Score -1.107828e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 140927 members 
Entering Unmasked Estep 
Score: -11078283.000000 Penalty: 1123.382324
	Iteration 120F: 3 clusters Score -1.107828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 140949 members 
Entering Unmasked Estep 
Score: -11078261.000000 Penalty: 1123.382324
	Iteration 121Q: 3 clusters Score -1.107826e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 140962 members 
Entering Unmasked Estep 
Score: -11078263.000000 Penalty: 1123.382324
	Iteration 122Q: 3 clusters Score -1.107826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 140979 members 
Entering Unmasked Estep 
Score: -11078278.000000 Penalty: 1123.382324
	Iteration 123Q: 3 clusters Score -1.107828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 140996 members 
Entering Unmasked Estep 
Score: -11078276.000000 Penalty: 1123.382324
	Iteration 124Q: 3 clusters Score -1.107828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -11078265.000000 Penalty: 1123.382324
	Iteration 125Q: 3 clusters Score -1.107826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 141052 members 
Entering Unmasked Estep 
Score: -11078259.000000 Penalty: 1123.382324
	Iteration 126Q: 3 clusters Score -1.107826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88714 members 
Mstep: Class 2 contains 141062 members 
Entering Unmasked Estep 
Score: -11078251.000000 Penalty: 1123.382324
	Iteration 127Q: 3 clusters Score -1.107825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88711 members 
Mstep: Class 2 contains 141065 members 
Entering Unmasked Estep 
Score: -11078256.000000 Penalty: 1123.382324
	Iteration 128Q: 3 clusters Score -1.107826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -11078251.000000 Penalty: 1123.382324
	Iteration 129Q: 3 clusters Score -1.107825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 141078 members 
Entering Unmasked Estep 
Score: -11078243.000000 Penalty: 1123.382324
	Iteration 130Q: 3 clusters Score -1.107824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88700 members 
Mstep: Class 2 contains 141076 members 
Entering Unmasked Estep 
Score: -11078256.000000 Penalty: 1123.382324
	Iteration 131Q: 3 clusters Score -1.107826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 141068 members 
Entering Unmasked Estep 
Score: -11078255.000000 Penalty: 1123.382324
	Iteration 132Q: 3 clusters Score -1.107826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 141066 members 
Entering Unmasked Estep 
Score: -11078254.000000 Penalty: 1123.382324
	Iteration 133Q: 3 clusters Score -1.107825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 141067 members 
Entering Unmasked Estep 
Score: -11078256.000000 Penalty: 1123.382324
	Iteration 134Q: 3 clusters Score -1.107826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 141063 members 
Entering Unmasked Estep 
Score: -11078256.000000 Penalty: 1123.382324
	Iteration 135Q: 3 clusters Score -1.107826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 141063 members 
Entering Unmasked Estep 
Score: -11078256.000000 Penalty: 1123.382324
	Iteration 136F: 3 clusters Score -1.107826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (179503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179503 members 
Entering Unmasked Estep 
Score: -8757722.000000 Penalty: 550.456604
	Iteration 0F: 2 clusters Score -8757722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -8652496.000000 Penalty: 1100.913208
	Iteration 0F: 3 clusters Score -8652496 nChanged 88480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -8713826.000000 Penalty: 1100.913208
	Iteration 1F: 3 clusters Score -8713826 nChanged 13438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97506 members 
Mstep: Class 2 contains 81997 members 
Entering Unmasked Estep 
Score: -8725554.000000 Penalty: 1100.913208
	Iteration 2F: 3 clusters Score -8725554 nChanged 16600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104516 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -8741372.000000 Penalty: 1100.913208
	Iteration 3F: 3 clusters Score -8741372 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111462 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -8753804.000000 Penalty: 1100.913208
	Iteration 4F: 3 clusters Score -8753804 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118162 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -8759346.000000 Penalty: 1100.913208
	Iteration 5F: 3 clusters Score -8759346 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125317 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -8760663.000000 Penalty: 1100.913208
	Iteration 6Q: 3 clusters Score -8760663 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133479 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -8760299.000000 Penalty: 1100.913208
	Iteration 7Q: 3 clusters Score -8760299 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142414 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -8759409.000000 Penalty: 1100.913208
	Iteration 8Q: 3 clusters Score -8759409 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151361 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -8758800.000000 Penalty: 1100.913208
	Iteration 9Q: 3 clusters Score -8758800 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159234 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -8758387.000000 Penalty: 1100.913208
	Iteration 10Q: 3 clusters Score -8758387 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165603 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -8758476.000000 Penalty: 1100.913208
	Iteration 11Q: 3 clusters Score -8758476 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169638 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -8758140.000000 Penalty: 1100.913208
	Iteration 12Q: 3 clusters Score -8758140 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -8757946.000000 Penalty: 1100.913208
	Iteration 13Q: 3 clusters Score -8757946 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172608 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -8757723.000000 Penalty: 1100.913208
	Iteration 14Q: 3 clusters Score -8757723 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173034 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -8757654.000000 Penalty: 1100.913208
	Iteration 15Q: 3 clusters Score -8757654 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173288 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -8757583.000000 Penalty: 1100.913208
	Iteration 16Q: 3 clusters Score -8757583 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173439 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -8757521.000000 Penalty: 1100.913208
	Iteration 17Q: 3 clusters Score -8757521 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173504 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -8757533.000000 Penalty: 1100.913208
	Iteration 18Q: 3 clusters Score -8757533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173558 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -8757533.000000 Penalty: 1100.913208
	Iteration 19Q: 3 clusters Score -8757533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173580 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -8759171.000000 Penalty: 1100.913208
	Iteration 20F: 3 clusters Score -8759171 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175943 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -8758937.000000 Penalty: 1100.913208
	Iteration 21Q: 3 clusters Score -8758937 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177279 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8758540.000000 Penalty: 1100.913208
	Iteration 22Q: 3 clusters Score -8758540 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178050 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8758296.000000 Penalty: 1100.913208
	Iteration 23Q: 3 clusters Score -8758296 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178483 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8758103.000000 Penalty: 1100.913208
	Iteration 24Q: 3 clusters Score -8758103 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178757 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8757920.000000 Penalty: 1100.913208
	Iteration 25Q: 3 clusters Score -8757920 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8757820.000000 Penalty: 1100.913208
	Iteration 26Q: 3 clusters Score -8757820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179009 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8757712.000000 Penalty: 1100.913208
	Iteration 27Q: 3 clusters Score -8757712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179073 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8757657.000000 Penalty: 1100.913208
	Iteration 28Q: 3 clusters Score -8757657 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179135 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8757625.000000 Penalty: 1100.913208
	Iteration 29Q: 3 clusters Score -8757625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179177 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8757620.000000 Penalty: 1100.913208
	Iteration 30Q: 3 clusters Score -8757620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179211 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8757605.000000 Penalty: 1100.913208
	Iteration 31Q: 3 clusters Score -8757605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179228 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8757585.000000 Penalty: 1100.913208
	Iteration 32Q: 3 clusters Score -8757585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8757596.000000 Penalty: 1100.913208
	Iteration 33Q: 3 clusters Score -8757596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8757595.000000 Penalty: 1100.913208
	Iteration 34Q: 3 clusters Score -8757595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179257 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8757596.000000 Penalty: 1100.913208
	Iteration 35Q: 3 clusters Score -8757596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179261 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8757587.000000 Penalty: 1100.913208
	Iteration 36Q: 3 clusters Score -8757587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179264 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8757585.000000 Penalty: 1100.913208
	Iteration 37Q: 3 clusters Score -8757585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179266 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8757587.000000 Penalty: 1100.913208
	Iteration 38Q: 3 clusters Score -8757587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179267 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8757580.000000 Penalty: 1100.913208
	Iteration 39Q: 3 clusters Score -8757580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179269 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8757584.000000 Penalty: 1100.913208
	Iteration 40F: 3 clusters Score -8757584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179273 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8757580.000000 Penalty: 1100.913208
	Iteration 41Q: 3 clusters Score -8757580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179276 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8757578.000000 Penalty: 1100.913208
	Iteration 42Q: 3 clusters Score -8757578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179277 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8757576.000000 Penalty: 1100.913208
	Iteration 43Q: 3 clusters Score -8757576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179277 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8757576.000000 Penalty: 1100.913208
	Iteration 44F: 3 clusters Score -8757576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Entering Unmasked Estep 
Score: -542507.187500 Penalty: 420.758667
	Iteration 0F: 2 clusters Score -542507.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -535669.875000 Penalty: 841.517334
	Iteration 0F: 3 clusters Score -535669.9 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -538643.062500 Penalty: 841.517334
	Iteration 1F: 3 clusters Score -538643.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -539175.875000 Penalty: 841.517334
	Iteration 2F: 3 clusters Score -539175.9 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -539884.000000 Penalty: 841.517334
	Iteration 3F: 3 clusters Score -539884 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -540651.500000 Penalty: 841.517334
	Iteration 4F: 3 clusters Score -540651.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -541203.687500 Penalty: 841.517334
	Iteration 5F: 3 clusters Score -541203.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -541457.250000 Penalty: 841.517334
	Iteration 6Q: 3 clusters Score -541457.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -541550.250000 Penalty: 841.517334
	Iteration 7Q: 3 clusters Score -541550.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -541605.500000 Penalty: 841.517334
	Iteration 8Q: 3 clusters Score -541605.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -541649.812500 Penalty: 841.517334
	Iteration 9Q: 3 clusters Score -541649.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -541690.812500 Penalty: 841.517334
	Iteration 10Q: 3 clusters Score -541690.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -541737.250000 Penalty: 841.517334
	Iteration 11Q: 3 clusters Score -541737.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -541782.812500 Penalty: 841.517334
	Iteration 12Q: 3 clusters Score -541782.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -541819.437500 Penalty: 841.517334
	Iteration 13Q: 3 clusters Score -541819.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -541859.437500 Penalty: 841.517334
	Iteration 14Q: 3 clusters Score -541859.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -541881.750000 Penalty: 841.517334
	Iteration 15Q: 3 clusters Score -541881.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -541898.875000 Penalty: 841.517334
	Iteration 16Q: 3 clusters Score -541898.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -541908.187500 Penalty: 841.517334
	Iteration 17Q: 3 clusters Score -541908.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -541917.312500 Penalty: 841.517334
	Iteration 18Q: 3 clusters Score -541917.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -541928.500000 Penalty: 841.517334
	Iteration 19Q: 3 clusters Score -541928.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -541941.312500 Penalty: 841.517334
	Iteration 20F: 3 clusters Score -541941.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -541959.625000 Penalty: 841.517334
	Iteration 21Q: 3 clusters Score -541959.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -541972.437500 Penalty: 841.517334
	Iteration 22Q: 3 clusters Score -541972.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -541988.437500 Penalty: 841.517334
	Iteration 23Q: 3 clusters Score -541988.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -541994.812500 Penalty: 841.517334
	Iteration 24Q: 3 clusters Score -541994.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -542000.625000 Penalty: 841.517334
	Iteration 25Q: 3 clusters Score -542000.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -542004.750000 Penalty: 841.517334
	Iteration 26Q: 3 clusters Score -542004.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -542006.312500 Penalty: 841.517334
	Iteration 27Q: 3 clusters Score -542006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -542008.437500 Penalty: 841.517334
	Iteration 28Q: 3 clusters Score -542008.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -542014.000000 Penalty: 841.517334
	Iteration 29Q: 3 clusters Score -542014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -542021.062500 Penalty: 841.517334
	Iteration 30Q: 3 clusters Score -542021.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -542025.312500 Penalty: 841.517334
	Iteration 31Q: 3 clusters Score -542025.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -542027.437500 Penalty: 841.517334
	Iteration 32Q: 3 clusters Score -542027.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -542029.625000 Penalty: 841.517334
	Iteration 33Q: 3 clusters Score -542029.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -542035.625000 Penalty: 841.517334
	Iteration 34Q: 3 clusters Score -542035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -542038.625000 Penalty: 841.517334
	Iteration 35Q: 3 clusters Score -542038.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -542039.875000 Penalty: 841.517334
	Iteration 36Q: 3 clusters Score -542039.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -542044.062500 Penalty: 841.517334
	Iteration 37Q: 3 clusters Score -542044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -542045.937500 Penalty: 841.517334
	Iteration 38Q: 3 clusters Score -542045.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -542051.250000 Penalty: 841.517334
	Iteration 39Q: 3 clusters Score -542051.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -542055.750000 Penalty: 841.517334
	Iteration 40F: 3 clusters Score -542055.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -542061.562500 Penalty: 841.517334
	Iteration 41Q: 3 clusters Score -542061.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -542068.875000 Penalty: 841.517334
	Iteration 42Q: 3 clusters Score -542068.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -542077.875000 Penalty: 841.517334
	Iteration 43Q: 3 clusters Score -542077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -542083.000000 Penalty: 841.517334
	Iteration 44Q: 3 clusters Score -542083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -542085.375000 Penalty: 841.517334
	Iteration 45Q: 3 clusters Score -542085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -542087.312500 Penalty: 841.517334
	Iteration 46Q: 3 clusters Score -542087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -542089.750000 Penalty: 841.517334
	Iteration 47Q: 3 clusters Score -542089.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -542094.375000 Penalty: 841.517334
	Iteration 48Q: 3 clusters Score -542094.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -542097.000000 Penalty: 841.517334
	Iteration 49Q: 3 clusters Score -542097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -542097.687500 Penalty: 841.517334
	Iteration 50Q: 3 clusters Score -542097.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -542099.125000 Penalty: 841.517334
	Iteration 51Q: 3 clusters Score -542099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -542100.500000 Penalty: 841.517334
	Iteration 52Q: 3 clusters Score -542100.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -542101.625000 Penalty: 841.517334
	Iteration 53Q: 3 clusters Score -542101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -542105.187500 Penalty: 841.517334
	Iteration 54Q: 3 clusters Score -542105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -542107.000000 Penalty: 841.517334
	Iteration 55Q: 3 clusters Score -542107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -542109.500000 Penalty: 841.517334
	Iteration 56Q: 3 clusters Score -542109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -542112.125000 Penalty: 841.517334
	Iteration 57Q: 3 clusters Score -542112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -542114.062500 Penalty: 841.517334
	Iteration 58Q: 3 clusters Score -542114.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -542115.687500 Penalty: 841.517334
	Iteration 59Q: 3 clusters Score -542115.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -542121.312500 Penalty: 841.517334
	Iteration 60F: 3 clusters Score -542121.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -542126.437500 Penalty: 841.517334
	Iteration 61Q: 3 clusters Score -542126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -542129.187500 Penalty: 841.517334
	Iteration 62Q: 3 clusters Score -542129.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -542132.875000 Penalty: 841.517334
	Iteration 63Q: 3 clusters Score -542132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -542136.812500 Penalty: 841.517334
	Iteration 64Q: 3 clusters Score -542136.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -542137.687500 Penalty: 841.517334
	Iteration 65Q: 3 clusters Score -542137.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -542138.125000 Penalty: 841.517334
	Iteration 66Q: 3 clusters Score -542138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -542138.250000 Penalty: 841.517334
	Iteration 67Q: 3 clusters Score -542138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -542138.125000 Penalty: 841.517334
	Iteration 68Q: 3 clusters Score -542138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -542138.125000 Penalty: 841.517334
	Iteration 69F: 3 clusters Score -542138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Entering Unmasked Estep 
Score: -834552.000000 Penalty: 446.923492
	Iteration 0F: 2 clusters Score -834552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -822461.187500 Penalty: 893.846985
	Iteration 0F: 3 clusters Score -822461.2 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -838010.875000 Penalty: 893.846985
	Iteration 1F: 3 clusters Score -838010.9 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -841926.812500 Penalty: 893.846985
	Iteration 2F: 3 clusters Score -841926.8 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -843277.562500 Penalty: 893.846985
	Iteration 3F: 3 clusters Score -843277.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -844990.750000 Penalty: 893.846985
	Iteration 4Q: 3 clusters Score -844990.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -846428.437500 Penalty: 893.846985
	Iteration 5Q: 3 clusters Score -846428.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -847894.062500 Penalty: 893.846985
	Iteration 6Q: 3 clusters Score -847894.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -849562.000000 Penalty: 893.846985
	Iteration 7Q: 3 clusters Score -849562 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -850692.562500 Penalty: 893.846985
	Iteration 8Q: 3 clusters Score -850692.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -851034.062500 Penalty: 893.846985
	Iteration 9Q: 3 clusters Score -851034.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -851185.750000 Penalty: 893.846985
	Iteration 10Q: 3 clusters Score -851185.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -851290.000000 Penalty: 893.846985
	Iteration 11Q: 3 clusters Score -851290 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -851395.187500 Penalty: 893.846985
	Iteration 12Q: 3 clusters Score -851395.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -851480.062500 Penalty: 893.846985
	Iteration 13Q: 3 clusters Score -851480.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -851576.187500 Penalty: 893.846985
	Iteration 14Q: 3 clusters Score -851576.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -851650.500000 Penalty: 893.846985
	Iteration 15Q: 3 clusters Score -851650.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -851693.375000 Penalty: 893.846985
	Iteration 16Q: 3 clusters Score -851693.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -851710.437500 Penalty: 893.846985
	Iteration 17Q: 3 clusters Score -851710.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -851717.625000 Penalty: 893.846985
	Iteration 18Q: 3 clusters Score -851717.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -851719.875000 Penalty: 893.846985
	Iteration 19Q: 3 clusters Score -851719.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -851717.625000 Penalty: 893.846985
	Iteration 20F: 3 clusters Score -851717.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -851721.937500 Penalty: 893.846985
	Iteration 21Q: 3 clusters Score -851721.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -851722.062500 Penalty: 893.846985
	Iteration 22Q: 3 clusters Score -851722.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -851724.125000 Penalty: 893.846985
	Iteration 23Q: 3 clusters Score -851724.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -851729.312500 Penalty: 893.846985
	Iteration 24Q: 3 clusters Score -851729.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -851735.937500 Penalty: 893.846985
	Iteration 25Q: 3 clusters Score -851735.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -851741.062500 Penalty: 893.846985
	Iteration 26Q: 3 clusters Score -851741.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -851750.437500 Penalty: 893.846985
	Iteration 27Q: 3 clusters Score -851750.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -851754.875000 Penalty: 893.846985
	Iteration 28Q: 3 clusters Score -851754.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -851759.750000 Penalty: 893.846985
	Iteration 29Q: 3 clusters Score -851759.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -851772.812500 Penalty: 893.846985
	Iteration 30Q: 3 clusters Score -851772.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -851770.562500 Penalty: 893.846985
	Iteration 31Q: 3 clusters Score -851770.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -851773.937500 Penalty: 893.846985
	Iteration 32Q: 3 clusters Score -851773.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -851776.125000 Penalty: 893.846985
	Iteration 33Q: 3 clusters Score -851776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -851772.625000 Penalty: 893.846985
	Iteration 34Q: 3 clusters Score -851772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -851774.312500 Penalty: 893.846985
	Iteration 35Q: 3 clusters Score -851774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -851776.062500 Penalty: 893.846985
	Iteration 36Q: 3 clusters Score -851776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -851775.437500 Penalty: 893.846985
	Iteration 37Q: 3 clusters Score -851775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -851775.312500 Penalty: 893.846985
	Iteration 38Q: 3 clusters Score -851775.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -851776.500000 Penalty: 893.846985
	Iteration 39Q: 3 clusters Score -851776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -851772.312500 Penalty: 893.846985
	Iteration 40F: 3 clusters Score -851772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -851780.437500 Penalty: 893.846985
	Iteration 41Q: 3 clusters Score -851780.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -851780.375000 Penalty: 893.846985
	Iteration 42Q: 3 clusters Score -851780.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -851790.062500 Penalty: 893.846985
	Iteration 43Q: 3 clusters Score -851790.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -851793.187500 Penalty: 893.846985
	Iteration 44Q: 3 clusters Score -851793.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -851799.750000 Penalty: 893.846985
	Iteration 45Q: 3 clusters Score -851799.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -851801.875000 Penalty: 893.846985
	Iteration 46Q: 3 clusters Score -851801.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -851805.625000 Penalty: 893.846985
	Iteration 47Q: 3 clusters Score -851805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -851802.812500 Penalty: 893.846985
	Iteration 48Q: 3 clusters Score -851802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -851804.062500 Penalty: 893.846985
	Iteration 49Q: 3 clusters Score -851804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -851805.562500 Penalty: 893.846985
	Iteration 50Q: 3 clusters Score -851805.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -851805.812500 Penalty: 893.846985
	Iteration 51Q: 3 clusters Score -851805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -851806.375000 Penalty: 893.846985
	Iteration 52Q: 3 clusters Score -851806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -851806.500000 Penalty: 893.846985
	Iteration 53Q: 3 clusters Score -851806.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -851807.125000 Penalty: 893.846985
	Iteration 54Q: 3 clusters Score -851807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -851808.375000 Penalty: 893.846985
	Iteration 55Q: 3 clusters Score -851808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -851806.437500 Penalty: 893.846985
	Iteration 56Q: 3 clusters Score -851806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -851808.437500 Penalty: 893.846985
	Iteration 57Q: 3 clusters Score -851808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -851807.437500 Penalty: 893.846985
	Iteration 58Q: 3 clusters Score -851807.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -851807.312500 Penalty: 893.846985
	Iteration 59Q: 3 clusters Score -851807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -851804.687500 Penalty: 893.846985
	Iteration 60F: 3 clusters Score -851804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -851807.062500 Penalty: 893.846985
	Iteration 61Q: 3 clusters Score -851807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -851807.500000 Penalty: 893.846985
	Iteration 62Q: 3 clusters Score -851807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -851806.000000 Penalty: 893.846985
	Iteration 63Q: 3 clusters Score -851806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -851809.437500 Penalty: 893.846985
	Iteration 64Q: 3 clusters Score -851809.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -851807.562500 Penalty: 893.846985
	Iteration 65Q: 3 clusters Score -851807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -851810.562500 Penalty: 893.846985
	Iteration 66Q: 3 clusters Score -851810.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -851810.562500 Penalty: 893.846985
	Iteration 67F: 3 clusters Score -851810.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 178326 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 223642 members 
Mstep: Class 8 contains 207337 members 
Mstep: Class 9 contains 60853 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 62983 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 244157 members 
Mstep: Class 19 contains 85229 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 210898 members 
Mstep: Class 22 contains 3973 members 
Mstep: Class 23 contains 1004 members 
Mstep: Class 24 contains 122455 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 7251 members 
Mstep: Class 27 contains 15565 members 
Entering Unmasked Estep 
Score: -90460352.000000 Penalty: 17802.599609
Splitting cluster 17 changes total score from -90335744.000000 to -90460352.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (244157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244157 members 
Entering Unmasked Estep 
Score: -11855188.000000 Penalty: 564.453308
	Iteration 0F: 2 clusters Score -1.185519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121978 members 
Mstep: Class 2 contains 122179 members 
Entering Unmasked Estep 
Score: -11712153.000000 Penalty: 1128.906616
	Iteration 0F: 3 clusters Score -1.171215e+07 nChanged 120283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 127590 members 
Entering Unmasked Estep 
Score: -11792046.000000 Penalty: 1128.906616
	Iteration 1F: 3 clusters Score -1.179205e+07 nChanged 15581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117000 members 
Mstep: Class 2 contains 127157 members 
Entering Unmasked Estep 
Score: -11803217.000000 Penalty: 1128.906616
	Iteration 2F: 3 clusters Score -1.180322e+07 nChanged 19419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119291 members 
Mstep: Class 2 contains 124866 members 
Entering Unmasked Estep 
Score: -11819292.000000 Penalty: 1128.906616
	Iteration 3F: 3 clusters Score -1.181929e+07 nChanged 20455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122740 members 
Mstep: Class 2 contains 121417 members 
Entering Unmasked Estep 
Score: -11835371.000000 Penalty: 1128.906616
	Iteration 4F: 3 clusters Score -1.183537e+07 nChanged 16776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125484 members 
Mstep: Class 2 contains 118673 members 
Entering Unmasked Estep 
Score: -11845959.000000 Penalty: 1128.906616
	Iteration 5F: 3 clusters Score -1.184596e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127475 members 
Mstep: Class 2 contains 116682 members 
Entering Unmasked Estep 
Score: -11850645.000000 Penalty: 1128.906616
	Iteration 6Q: 3 clusters Score -1.185064e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129048 members 
Mstep: Class 2 contains 115109 members 
Entering Unmasked Estep 
Score: -11852503.000000 Penalty: 1128.906616
	Iteration 7Q: 3 clusters Score -1.18525e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130687 members 
Mstep: Class 2 contains 113470 members 
Entering Unmasked Estep 
Score: -11853529.000000 Penalty: 1128.906616
	Iteration 8Q: 3 clusters Score -1.185353e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132400 members 
Mstep: Class 2 contains 111757 members 
Entering Unmasked Estep 
Score: -11854513.000000 Penalty: 1128.906616
	Iteration 9Q: 3 clusters Score -1.185451e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134242 members 
Mstep: Class 2 contains 109915 members 
Entering Unmasked Estep 
Score: -11855421.000000 Penalty: 1128.906616
	Iteration 10Q: 3 clusters Score -1.185542e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136094 members 
Mstep: Class 2 contains 108063 members 
Entering Unmasked Estep 
Score: -11856178.000000 Penalty: 1128.906616
	Iteration 11Q: 3 clusters Score -1.185618e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 106182 members 
Entering Unmasked Estep 
Score: -11856970.000000 Penalty: 1128.906616
	Iteration 12Q: 3 clusters Score -1.185697e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139918 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -11857752.000000 Penalty: 1128.906616
	Iteration 13Q: 3 clusters Score -1.185775e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141959 members 
Mstep: Class 2 contains 102198 members 
Entering Unmasked Estep 
Score: -11858484.000000 Penalty: 1128.906616
	Iteration 14Q: 3 clusters Score -1.185848e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144096 members 
Mstep: Class 2 contains 100061 members 
Entering Unmasked Estep 
Score: -11859177.000000 Penalty: 1128.906616
	Iteration 15Q: 3 clusters Score -1.185918e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146375 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -11859980.000000 Penalty: 1128.906616
	Iteration 16Q: 3 clusters Score -1.185998e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148904 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -11860721.000000 Penalty: 1128.906616
	Iteration 17Q: 3 clusters Score -1.186072e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151563 members 
Mstep: Class 2 contains 92594 members 
Entering Unmasked Estep 
Score: -11861410.000000 Penalty: 1128.906616
	Iteration 18Q: 3 clusters Score -1.186141e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154423 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -11862036.000000 Penalty: 1128.906616
	Iteration 19Q: 3 clusters Score -1.186204e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157510 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -11862803.000000 Penalty: 1128.906616
	Iteration 20F: 3 clusters Score -1.18628e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160823 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -11863651.000000 Penalty: 1128.906616
	Iteration 21Q: 3 clusters Score -1.186365e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164292 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -11864686.000000 Penalty: 1128.906616
	Iteration 22Q: 3 clusters Score -1.186469e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167906 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -11865855.000000 Penalty: 1128.906616
	Iteration 23Q: 3 clusters Score -1.186586e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171808 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -11867067.000000 Penalty: 1128.906616
	Iteration 24Q: 3 clusters Score -1.186707e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176168 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -11868287.000000 Penalty: 1128.906616
	Iteration 25Q: 3 clusters Score -1.186829e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180837 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -11869518.000000 Penalty: 1128.906616
	Iteration 26Q: 3 clusters Score -1.186952e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185833 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -11870569.000000 Penalty: 1128.906616
	Iteration 27Q: 3 clusters Score -1.187057e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190870 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -11871681.000000 Penalty: 1128.906616
	Iteration 28Q: 3 clusters Score -1.187168e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195818 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -11872586.000000 Penalty: 1128.906616
	Iteration 29Q: 3 clusters Score -1.187259e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200767 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -11873371.000000 Penalty: 1128.906616
	Iteration 30Q: 3 clusters Score -1.187337e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205553 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -11873625.000000 Penalty: 1128.906616
	Iteration 31Q: 3 clusters Score -1.187362e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209906 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -11873331.000000 Penalty: 1128.906616
	Iteration 32Q: 3 clusters Score -1.187333e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213659 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -11872620.000000 Penalty: 1128.906616
	Iteration 33Q: 3 clusters Score -1.187262e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216652 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -11871749.000000 Penalty: 1128.906616
	Iteration 34Q: 3 clusters Score -1.187175e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219072 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -11870957.000000 Penalty: 1128.906616
	Iteration 35Q: 3 clusters Score -1.187096e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220896 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -11870256.000000 Penalty: 1128.906616
	Iteration 36Q: 3 clusters Score -1.187026e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222359 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -11869609.000000 Penalty: 1128.906616
	Iteration 37Q: 3 clusters Score -1.186961e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223519 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -11868967.000000 Penalty: 1128.906616
	Iteration 38Q: 3 clusters Score -1.186897e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224464 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -11868462.000000 Penalty: 1128.906616
	Iteration 39Q: 3 clusters Score -1.186846e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225198 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -11868836.000000 Penalty: 1128.906616
	Iteration 40F: 3 clusters Score -1.186884e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227191 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -11867958.000000 Penalty: 1128.906616
	Iteration 41Q: 3 clusters Score -1.186796e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228798 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -11867011.000000 Penalty: 1128.906616
	Iteration 42Q: 3 clusters Score -1.186701e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230071 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -11866340.000000 Penalty: 1128.906616
	Iteration 43Q: 3 clusters Score -1.186634e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231119 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -11865696.000000 Penalty: 1128.906616
	Iteration 44Q: 3 clusters Score -1.18657e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232007 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -11865149.000000 Penalty: 1128.906616
	Iteration 45Q: 3 clusters Score -1.186515e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232775 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -11864618.000000 Penalty: 1128.906616
	Iteration 46Q: 3 clusters Score -1.186462e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233390 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -11864223.000000 Penalty: 1128.906616
	Iteration 47Q: 3 clusters Score -1.186422e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233964 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -11863912.000000 Penalty: 1128.906616
	Iteration 48Q: 3 clusters Score -1.186391e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234504 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -11863540.000000 Penalty: 1128.906616
	Iteration 49Q: 3 clusters Score -1.186354e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234963 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -11863219.000000 Penalty: 1128.906616
	Iteration 50Q: 3 clusters Score -1.186322e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235323 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -11862965.000000 Penalty: 1128.906616
	Iteration 51Q: 3 clusters Score -1.186296e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235660 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -11862794.000000 Penalty: 1128.906616
	Iteration 52Q: 3 clusters Score -1.186279e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235970 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -11862597.000000 Penalty: 1128.906616
	Iteration 53Q: 3 clusters Score -1.18626e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236240 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -11862413.000000 Penalty: 1128.906616
	Iteration 54Q: 3 clusters Score -1.186241e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236462 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -11862252.000000 Penalty: 1128.906616
	Iteration 55Q: 3 clusters Score -1.186225e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236664 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -11862103.000000 Penalty: 1128.906616
	Iteration 56Q: 3 clusters Score -1.18621e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236841 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -11861996.000000 Penalty: 1128.906616
	Iteration 57Q: 3 clusters Score -1.1862e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237009 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -11861850.000000 Penalty: 1128.906616
	Iteration 58Q: 3 clusters Score -1.186185e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237148 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -11861756.000000 Penalty: 1128.906616
	Iteration 59Q: 3 clusters Score -1.186176e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237273 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -11861705.000000 Penalty: 1128.906616
	Iteration 60F: 3 clusters Score -1.18617e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237419 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -11861610.000000 Penalty: 1128.906616
	Iteration 61Q: 3 clusters Score -1.186161e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237553 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -11861515.000000 Penalty: 1128.906616
	Iteration 62Q: 3 clusters Score -1.186152e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237670 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -11861429.000000 Penalty: 1128.906616
	Iteration 63Q: 3 clusters Score -1.186143e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237790 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -11861321.000000 Penalty: 1128.906616
	Iteration 64Q: 3 clusters Score -1.186132e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237892 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -11861253.000000 Penalty: 1128.906616
	Iteration 65Q: 3 clusters Score -1.186125e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237967 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -11861180.000000 Penalty: 1128.906616
	Iteration 66Q: 3 clusters Score -1.186118e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238042 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -11861090.000000 Penalty: 1128.906616
	Iteration 67Q: 3 clusters Score -1.186109e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238098 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -11861038.000000 Penalty: 1128.906616
	Iteration 68Q: 3 clusters Score -1.186104e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238135 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -11861022.000000 Penalty: 1128.906616
	Iteration 69Q: 3 clusters Score -1.186102e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238162 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -11860985.000000 Penalty: 1128.906616
	Iteration 70Q: 3 clusters Score -1.186098e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238178 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -11860974.000000 Penalty: 1128.906616
	Iteration 71Q: 3 clusters Score -1.186097e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238194 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -11860965.000000 Penalty: 1128.906616
	Iteration 72Q: 3 clusters Score -1.186096e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238202 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -11860944.000000 Penalty: 1128.906616
	Iteration 73Q: 3 clusters Score -1.186094e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238208 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -11860953.000000 Penalty: 1128.906616
	Iteration 74Q: 3 clusters Score -1.186095e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238217 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -11860928.000000 Penalty: 1128.906616
	Iteration 75Q: 3 clusters Score -1.186093e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238239 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -11860899.000000 Penalty: 1128.906616
	Iteration 76Q: 3 clusters Score -1.18609e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238252 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -11860898.000000 Penalty: 1128.906616
	Iteration 77Q: 3 clusters Score -1.18609e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238250 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -11860910.000000 Penalty: 1128.906616
	Iteration 78Q: 3 clusters Score -1.186091e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238243 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -11860921.000000 Penalty: 1128.906616
	Iteration 79Q: 3 clusters Score -1.186092e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238252 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -11860925.000000 Penalty: 1128.906616
	Iteration 80F: 3 clusters Score -1.186092e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238262 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -11860917.000000 Penalty: 1128.906616
	Iteration 81Q: 3 clusters Score -1.186092e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238270 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -11860900.000000 Penalty: 1128.906616
	Iteration 82Q: 3 clusters Score -1.18609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238275 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -11860878.000000 Penalty: 1128.906616
	Iteration 83Q: 3 clusters Score -1.186088e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238259 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -11860911.000000 Penalty: 1128.906616
	Iteration 84Q: 3 clusters Score -1.186091e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238255 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -11860921.000000 Penalty: 1128.906616
	Iteration 85Q: 3 clusters Score -1.186092e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238251 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -11860906.000000 Penalty: 1128.906616
	Iteration 86Q: 3 clusters Score -1.186091e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238241 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -11860914.000000 Penalty: 1128.906616
	Iteration 87Q: 3 clusters Score -1.186091e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238239 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -11860924.000000 Penalty: 1128.906616
	Iteration 88Q: 3 clusters Score -1.186092e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238236 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -11860893.000000 Penalty: 1128.906616
	Iteration 89Q: 3 clusters Score -1.186089e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238226 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -11860883.000000 Penalty: 1128.906616
	Iteration 90Q: 3 clusters Score -1.186088e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238219 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -11860881.000000 Penalty: 1128.906616
	Iteration 91Q: 3 clusters Score -1.186088e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238191 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -11860892.000000 Penalty: 1128.906616
	Iteration 92Q: 3 clusters Score -1.186089e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238179 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -11860911.000000 Penalty: 1128.906616
	Iteration 93Q: 3 clusters Score -1.186091e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238166 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -11860892.000000 Penalty: 1128.906616
	Iteration 94Q: 3 clusters Score -1.186089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238155 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -11860883.000000 Penalty: 1128.906616
	Iteration 95Q: 3 clusters Score -1.186088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238144 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -11860888.000000 Penalty: 1128.906616
	Iteration 96Q: 3 clusters Score -1.186089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238137 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -11860892.000000 Penalty: 1128.906616
	Iteration 97Q: 3 clusters Score -1.186089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238132 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -11860888.000000 Penalty: 1128.906616
	Iteration 98Q: 3 clusters Score -1.186089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238129 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -11860900.000000 Penalty: 1128.906616
	Iteration 99Q: 3 clusters Score -1.18609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238123 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -11860894.000000 Penalty: 1128.906616
	Iteration 100F: 3 clusters Score -1.186089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238126 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -11860882.000000 Penalty: 1128.906616
	Iteration 101Q: 3 clusters Score -1.186088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238135 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -11860864.000000 Penalty: 1128.906616
	Iteration 102Q: 3 clusters Score -1.186086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238136 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -11860870.000000 Penalty: 1128.906616
	Iteration 103Q: 3 clusters Score -1.186087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238137 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -11860868.000000 Penalty: 1128.906616
	Iteration 104Q: 3 clusters Score -1.186087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238132 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -11860865.000000 Penalty: 1128.906616
	Iteration 105Q: 3 clusters Score -1.186086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238129 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -11860863.000000 Penalty: 1128.906616
	Iteration 106Q: 3 clusters Score -1.186086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238125 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -11860871.000000 Penalty: 1128.906616
	Iteration 107Q: 3 clusters Score -1.186087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238123 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -11860874.000000 Penalty: 1128.906616
	Iteration 108Q: 3 clusters Score -1.186087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238123 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -11860871.000000 Penalty: 1128.906616
	Iteration 109Q: 3 clusters Score -1.186087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238124 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -11860870.000000 Penalty: 1128.906616
	Iteration 110Q: 3 clusters Score -1.186087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238124 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -11860870.000000 Penalty: 1128.906616
	Iteration 111F: 3 clusters Score -1.186087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 178326 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 223642 members 
Mstep: Class 8 contains 207337 members 
Mstep: Class 9 contains 60853 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 62983 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 238124 members 
Mstep: Class 19 contains 85229 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 210898 members 
Mstep: Class 22 contains 3973 members 
Mstep: Class 23 contains 1004 members 
Mstep: Class 24 contains 122455 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 7251 members 
Mstep: Class 27 contains 15565 members 
Mstep: Class 28 contains 6033 members 
Entering Unmasked Estep 
Score: -90465424.000000 Penalty: 18461.955078
Splitting cluster 18 changes total score from -90335744.000000 to -90465424.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 103416 members 
Mstep: Class 3 contains 178326 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 223642 members 
Mstep: Class 8 contains 207337 members 
Mstep: Class 9 contains 60853 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 229776 members 
Mstep: Class 15 contains 179503 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 238124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90499224.000000 Penalty: 18461.955078
Iteration 39Q: 29 clusters Score -9.049922e+07 nChanged 84457
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 103948 members 
Mstep: Class 3 contains 181775 members 
Mstep: Class 4 contains 658 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 1168 members 
Mstep: Class 7 contains 223892 members 
Mstep: Class 8 contains 222999 members 
Mstep: Class 9 contains 61068 members 
Mstep: Class 10 contains 1190 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 62045 members 
Mstep: Class 13 contains 2531 members 
Mstep: Class 14 contains 215493 members 
Mstep: Class 15 contains 171976 members 
Mstep: Class 16 contains 10553 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 238170 members 
Mstep: Class 19 contains 96410 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 203860 members 
Mstep: Class 22 contains 3757 members 
Mstep: Class 23 contains 1035 members 
Mstep: Class 24 contains 120482 members 
Mstep: Class 25 contains 2527 members 
Mstep: Class 26 contains 7146 members 
Mstep: Class 27 contains 15625 members 
Mstep: Class 28 contains 6031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90526824.000000 Penalty: 18461.955078
Iteration 40F: 29 clusters Score -9.052682e+07 nChanged 64531
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 103576 members 
Mstep: Class 3 contains 186772 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 1361 members 
Mstep: Class 7 contains 222784 members 
Mstep: Class 8 contains 231038 members 
Mstep: Class 9 contains 60396 members 
Mstep: Class 10 contains 1189 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 62620 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 202642 members 
Mstep: Class 15 contains 161945 members 
Mstep: Class 16 contains 11043 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 234326 members 
Mstep: Class 19 contains 106862 members 
Mstep: Class 20 contains 878 members 
Mstep: Class 21 contains 202640 members 
Mstep: Class 22 contains 3773 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 125142 members 
Mstep: Class 25 contains 2669 members 
Mstep: Class 26 contains 7256 members 
Mstep: Class 27 contains 15664 members 
Mstep: Class 28 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90536664.000000 Penalty: 18461.955078
Iteration 41Q: 29 clusters Score -9.053666e+07 nChanged 55445
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 103229 members 
Mstep: Class 3 contains 192460 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 222053 members 
Mstep: Class 8 contains 236834 members 
Mstep: Class 9 contains 59911 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 62631 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 193781 members 
Mstep: Class 15 contains 150994 members 
Mstep: Class 16 contains 11492 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 229363 members 
Mstep: Class 19 contains 118143 members 
Mstep: Class 20 contains 888 members 
Mstep: Class 21 contains 200847 members 
Mstep: Class 22 contains 3776 members 
Mstep: Class 23 contains 1143 members 
Mstep: Class 24 contains 129584 members 
Mstep: Class 25 contains 2801 members 
Mstep: Class 26 contains 7292 members 
Mstep: Class 27 contains 15765 members 
Mstep: Class 28 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90539792.000000 Penalty: 18461.955078
Iteration 42Q: 29 clusters Score -9.053979e+07 nChanged 50512
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 102697 members 
Mstep: Class 3 contains 198262 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 1728 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 221575 members 
Mstep: Class 8 contains 240101 members 
Mstep: Class 9 contains 59565 members 
Mstep: Class 10 contains 1202 members 
Mstep: Class 11 contains 3207 members 
Mstep: Class 12 contains 62615 members 
Mstep: Class 13 contains 2432 members 
Mstep: Class 14 contains 186867 members 
Mstep: Class 15 contains 140425 members 
Mstep: Class 16 contains 11854 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 224502 members 
Mstep: Class 19 contains 129701 members 
Mstep: Class 20 contains 900 members 
Mstep: Class 21 contains 198593 members 
Mstep: Class 22 contains 3810 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 134231 members 
Mstep: Class 25 contains 2929 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 15842 members 
Mstep: Class 28 contains 6257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90538504.000000 Penalty: 18461.955078
Iteration 43Q: 29 clusters Score -9.05385e+07 nChanged 46664
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 102116 members 
Mstep: Class 3 contains 203566 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1692 members 
Mstep: Class 7 contains 221169 members 
Mstep: Class 8 contains 241415 members 
Mstep: Class 9 contains 59274 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 3230 members 
Mstep: Class 12 contains 62593 members 
Mstep: Class 13 contains 2396 members 
Mstep: Class 14 contains 181329 members 
Mstep: Class 15 contains 130916 members 
Mstep: Class 16 contains 12230 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 220348 members 
Mstep: Class 19 contains 141187 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 195666 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 139041 members 
Mstep: Class 25 contains 3045 members 
Mstep: Class 26 contains 7330 members 
Mstep: Class 27 contains 15907 members 
Mstep: Class 28 contains 6005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90537144.000000 Penalty: 18461.955078
Iteration 44Q: 29 clusters Score -9.053714e+07 nChanged 43078
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 101523 members 
Mstep: Class 3 contains 207539 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 220913 members 
Mstep: Class 8 contains 241455 members 
Mstep: Class 9 contains 59026 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 62606 members 
Mstep: Class 13 contains 2365 members 
Mstep: Class 14 contains 176720 members 
Mstep: Class 15 contains 123258 members 
Mstep: Class 16 contains 12594 members 
Mstep: Class 17 contains 2719 members 
Mstep: Class 18 contains 217211 members 
Mstep: Class 19 contains 151631 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 192267 members 
Mstep: Class 22 contains 3823 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 144052 members 
Mstep: Class 25 contains 3155 members 
Mstep: Class 26 contains 7331 members 
Mstep: Class 27 contains 15954 members 
Mstep: Class 28 contains 5660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90532776.000000 Penalty: 18461.955078
Iteration 45Q: 29 clusters Score -9.053278e+07 nChanged 38401
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 100925 members 
Mstep: Class 3 contains 209568 members 
Mstep: Class 4 contains 670 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 1824 members 
Mstep: Class 7 contains 220660 members 
Mstep: Class 8 contains 240882 members 
Mstep: Class 9 contains 58738 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 62652 members 
Mstep: Class 13 contains 2339 members 
Mstep: Class 14 contains 173327 members 
Mstep: Class 15 contains 118011 members 
Mstep: Class 16 contains 12981 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 18 contains 215382 members 
Mstep: Class 19 contains 159571 members 
Mstep: Class 20 contains 941 members 
Mstep: Class 21 contains 188868 members 
Mstep: Class 22 contains 3824 members 
Mstep: Class 23 contains 1248 members 
Mstep: Class 24 contains 149215 members 
Mstep: Class 25 contains 3270 members 
Mstep: Class 26 contains 7340 members 
Mstep: Class 27 contains 15978 members 
Mstep: Class 28 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90526752.000000 Penalty: 18461.955078
Iteration 46Q: 29 clusters Score -9.052675e+07 nChanged 34329
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 100525 members 
Mstep: Class 3 contains 210167 members 
Mstep: Class 4 contains 655 members 
Mstep: Class 5 contains 1810 members 
Mstep: Class 6 contains 1865 members 
Mstep: Class 7 contains 220487 members 
Mstep: Class 8 contains 239762 members 
Mstep: Class 9 contains 58454 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 3455 members 
Mstep: Class 12 contains 62635 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 170903 members 
Mstep: Class 15 contains 114826 members 
Mstep: Class 16 contains 13416 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 214316 members 
Mstep: Class 19 contains 164986 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 185606 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 1274 members 
Mstep: Class 24 contains 154751 members 
Mstep: Class 25 contains 3380 members 
Mstep: Class 26 contains 7341 members 
Mstep: Class 27 contains 15992 members 
Mstep: Class 28 contains 4882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90525928.000000 Penalty: 18461.955078
Iteration 47Q: 29 clusters Score -9.052593e+07 nChanged 33339
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 100250 members 
Mstep: Class 3 contains 208905 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 1905 members 
Mstep: Class 7 contains 220483 members 
Mstep: Class 8 contains 238533 members 
Mstep: Class 9 contains 58241 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 62588 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 168706 members 
Mstep: Class 15 contains 112823 members 
Mstep: Class 16 contains 13858 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 213318 members 
Mstep: Class 19 contains 169958 members 
Mstep: Class 20 contains 978 members 
Mstep: Class 21 contains 182258 members 
Mstep: Class 22 contains 3791 members 
Mstep: Class 23 contains 1289 members 
Mstep: Class 24 contains 160850 members 
Mstep: Class 25 contains 3502 members 
Mstep: Class 26 contains 7337 members 
Mstep: Class 27 contains 16002 members 
Mstep: Class 28 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90528240.000000 Penalty: 18461.955078
Iteration 48Q: 29 clusters Score -9.052824e+07 nChanged 34664
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 100089 members 
Mstep: Class 3 contains 206596 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 220499 members 
Mstep: Class 8 contains 237178 members 
Mstep: Class 9 contains 58033 members 
Mstep: Class 10 contains 1257 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 62589 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 166221 members 
Mstep: Class 15 contains 111617 members 
Mstep: Class 16 contains 14250 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 212167 members 
Mstep: Class 19 contains 175338 members 
Mstep: Class 20 contains 988 members 
Mstep: Class 21 contains 178851 members 
Mstep: Class 22 contains 3792 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 167312 members 
Mstep: Class 25 contains 3599 members 
Mstep: Class 26 contains 7328 members 
Mstep: Class 27 contains 16009 members 
Mstep: Class 28 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90532104.000000 Penalty: 18461.955078
Iteration 49Q: 29 clusters Score -9.05321e+07 nChanged 35268
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 100007 members 
Mstep: Class 3 contains 203746 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 1979 members 
Mstep: Class 7 contains 220452 members 
Mstep: Class 8 contains 236880 members 
Mstep: Class 9 contains 57786 members 
Mstep: Class 10 contains 1262 members 
Mstep: Class 11 contains 3811 members 
Mstep: Class 12 contains 62533 members 
Mstep: Class 13 contains 2341 members 
Mstep: Class 14 contains 163270 members 
Mstep: Class 15 contains 111169 members 
Mstep: Class 16 contains 14608 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 210900 members 
Mstep: Class 19 contains 181189 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 175345 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 172841 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 7323 members 
Mstep: Class 27 contains 16017 members 
Mstep: Class 28 contains 3822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90534352.000000 Penalty: 18461.955078
Iteration 50Q: 29 clusters Score -9.053435e+07 nChanged 36505
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 100032 members 
Mstep: Class 3 contains 200510 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 220381 members 
Mstep: Class 8 contains 237012 members 
Mstep: Class 9 contains 57479 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 3911 members 
Mstep: Class 12 contains 62509 members 
Mstep: Class 13 contains 2352 members 
Mstep: Class 14 contains 159161 members 
Mstep: Class 15 contains 111350 members 
Mstep: Class 16 contains 14937 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 209581 members 
Mstep: Class 19 contains 187951 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 171826 members 
Mstep: Class 22 contains 3752 members 
Mstep: Class 23 contains 1391 members 
Mstep: Class 24 contains 177956 members 
Mstep: Class 25 contains 3841 members 
Mstep: Class 26 contains 7324 members 
Mstep: Class 27 contains 16029 members 
Mstep: Class 28 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90536120.000000 Penalty: 18461.955078
Iteration 51Q: 29 clusters Score -9.053612e+07 nChanged 38724
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 100112 members 
Mstep: Class 3 contains 196398 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 220348 members 
Mstep: Class 8 contains 237743 members 
Mstep: Class 9 contains 57101 members 
Mstep: Class 10 contains 1265 members 
Mstep: Class 11 contains 3983 members 
Mstep: Class 12 contains 62549 members 
Mstep: Class 13 contains 2367 members 
Mstep: Class 14 contains 154192 members 
Mstep: Class 15 contains 112179 members 
Mstep: Class 16 contains 15259 members 
Mstep: Class 17 contains 2640 members 
Mstep: Class 18 contains 208438 members 
Mstep: Class 19 contains 195353 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 168319 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 1420 members 
Mstep: Class 24 contains 182650 members 
Mstep: Class 25 contains 3969 members 
Mstep: Class 26 contains 7323 members 
Mstep: Class 27 contains 16037 members 
Mstep: Class 28 contains 3261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90535232.000000 Penalty: 18461.955078
Iteration 52Q: 29 clusters Score -9.053523e+07 nChanged 41065
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 100193 members 
Mstep: Class 3 contains 190461 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 220296 members 
Mstep: Class 8 contains 239085 members 
Mstep: Class 9 contains 56742 members 
Mstep: Class 10 contains 1269 members 
Mstep: Class 11 contains 4027 members 
Mstep: Class 12 contains 62495 members 
Mstep: Class 13 contains 2399 members 
Mstep: Class 14 contains 148701 members 
Mstep: Class 15 contains 113595 members 
Mstep: Class 16 contains 15606 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 207606 members 
Mstep: Class 19 contains 203665 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 164955 members 
Mstep: Class 22 contains 3708 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 187170 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 7319 members 
Mstep: Class 27 contains 16042 members 
Mstep: Class 28 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90533368.000000 Penalty: 18461.955078
Iteration 53Q: 29 clusters Score -9.053337e+07 nChanged 44171
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 100401 members 
Mstep: Class 3 contains 181901 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 1870 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 220240 members 
Mstep: Class 8 contains 240791 members 
Mstep: Class 9 contains 56367 members 
Mstep: Class 10 contains 1272 members 
Mstep: Class 11 contains 4074 members 
Mstep: Class 12 contains 62479 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 143320 members 
Mstep: Class 15 contains 116076 members 
Mstep: Class 16 contains 16053 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 206925 members 
Mstep: Class 19 contains 212641 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 161650 members 
Mstep: Class 22 contains 3696 members 
Mstep: Class 23 contains 1466 members 
Mstep: Class 24 contains 191582 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 7320 members 
Mstep: Class 27 contains 16045 members 
Mstep: Class 28 contains 2865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90531168.000000 Penalty: 18461.955078
Iteration 54Q: 29 clusters Score -9.053117e+07 nChanged 49956
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 100805 members 
Mstep: Class 3 contains 170257 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 220145 members 
Mstep: Class 8 contains 241887 members 
Mstep: Class 9 contains 55980 members 
Mstep: Class 10 contains 1275 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 62482 members 
Mstep: Class 13 contains 2482 members 
Mstep: Class 14 contains 138881 members 
Mstep: Class 15 contains 120049 members 
Mstep: Class 16 contains 16622 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 205362 members 
Mstep: Class 19 contains 223404 members 
Mstep: Class 20 contains 1004 members 
Mstep: Class 21 contains 158312 members 
Mstep: Class 22 contains 3672 members 
Mstep: Class 23 contains 1495 members 
Mstep: Class 24 contains 195981 members 
Mstep: Class 25 contains 4491 members 
Mstep: Class 26 contains 7322 members 
Mstep: Class 27 contains 16049 members 
Mstep: Class 28 contains 2757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90522624.000000 Penalty: 18461.955078
Iteration 55Q: 29 clusters Score -9.052262e+07 nChanged 51969
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 101518 members 
Mstep: Class 3 contains 159604 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 220050 members 
Mstep: Class 8 contains 242936 members 
Mstep: Class 9 contains 55590 members 
Mstep: Class 10 contains 1277 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 62518 members 
Mstep: Class 13 contains 2509 members 
Mstep: Class 14 contains 135881 members 
Mstep: Class 15 contains 124345 members 
Mstep: Class 16 contains 17405 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 204203 members 
Mstep: Class 19 contains 230139 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 155498 members 
Mstep: Class 22 contains 3668 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 200173 members 
Mstep: Class 25 contains 4698 members 
Mstep: Class 26 contains 7323 members 
Mstep: Class 27 contains 16051 members 
Mstep: Class 28 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90510488.000000 Penalty: 18461.955078
Iteration 56Q: 29 clusters Score -9.051049e+07 nChanged 45392
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 102623 members 
Mstep: Class 3 contains 155285 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 7 contains 219906 members 
Mstep: Class 8 contains 245274 members 
Mstep: Class 9 contains 55194 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 4181 members 
Mstep: Class 12 contains 62618 members 
Mstep: Class 13 contains 2512 members 
Mstep: Class 14 contains 133335 members 
Mstep: Class 15 contains 127450 members 
Mstep: Class 16 contains 18296 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 204819 members 
Mstep: Class 19 contains 226924 members 
Mstep: Class 20 contains 1008 members 
Mstep: Class 21 contains 153689 members 
Mstep: Class 22 contains 3677 members 
Mstep: Class 23 contains 1568 members 
Mstep: Class 24 contains 204079 members 
Mstep: Class 25 contains 4941 members 
Mstep: Class 26 contains 7324 members 
Mstep: Class 27 contains 16050 members 
Mstep: Class 28 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90508792.000000 Penalty: 18461.955078
Iteration 57Q: 29 clusters Score -9.050879e+07 nChanged 36098
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 103647 members 
Mstep: Class 3 contains 153769 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 1810 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 219766 members 
Mstep: Class 8 contains 248694 members 
Mstep: Class 9 contains 54791 members 
Mstep: Class 10 contains 1278 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 62819 members 
Mstep: Class 13 contains 2483 members 
Mstep: Class 14 contains 130436 members 
Mstep: Class 15 contains 129142 members 
Mstep: Class 16 contains 19000 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 206353 members 
Mstep: Class 19 contains 220881 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 152009 members 
Mstep: Class 22 contains 3692 members 
Mstep: Class 23 contains 1607 members 
Mstep: Class 24 contains 207820 members 
Mstep: Class 25 contains 5194 members 
Mstep: Class 26 contains 7325 members 
Mstep: Class 27 contains 16053 members 
Mstep: Class 28 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90510328.000000 Penalty: 18461.955078
Iteration 58Q: 29 clusters Score -9.051033e+07 nChanged 31302
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 104492 members 
Mstep: Class 3 contains 153038 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 1783 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 219677 members 
Mstep: Class 8 contains 252359 members 
Mstep: Class 9 contains 54391 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 63037 members 
Mstep: Class 13 contains 2425 members 
Mstep: Class 14 contains 127403 members 
Mstep: Class 15 contains 129944 members 
Mstep: Class 16 contains 19520 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 208167 members 
Mstep: Class 19 contains 215413 members 
Mstep: Class 20 contains 1009 members 
Mstep: Class 21 contains 150252 members 
Mstep: Class 22 contains 3686 members 
Mstep: Class 23 contains 1641 members 
Mstep: Class 24 contains 211120 members 
Mstep: Class 25 contains 5468 members 
Mstep: Class 26 contains 7327 members 
Mstep: Class 27 contains 16054 members 
Mstep: Class 28 contains 2799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90510888.000000 Penalty: 18461.955078
Iteration 59Q: 29 clusters Score -9.051089e+07 nChanged 28627
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 105144 members 
Mstep: Class 3 contains 152547 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 2222 members 
Mstep: Class 7 contains 219615 members 
Mstep: Class 8 contains 255758 members 
Mstep: Class 9 contains 53950 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 63267 members 
Mstep: Class 13 contains 2372 members 
Mstep: Class 14 contains 124495 members 
Mstep: Class 15 contains 130452 members 
Mstep: Class 16 contains 19833 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 209932 members 
Mstep: Class 19 contains 211299 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 148353 members 
Mstep: Class 22 contains 3667 members 
Mstep: Class 23 contains 1670 members 
Mstep: Class 24 contains 213832 members 
Mstep: Class 25 contains 5784 members 
Mstep: Class 26 contains 7329 members 
Mstep: Class 27 contains 16051 members 
Mstep: Class 28 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90519048.000000 Penalty: 18461.955078
Iteration 60F: 29 clusters Score -9.051905e+07 nChanged 40285
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 105428 members 
Mstep: Class 3 contains 142132 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 1739 members 
Mstep: Class 6 contains 2227 members 
Mstep: Class 7 contains 219543 members 
Mstep: Class 8 contains 259243 members 
Mstep: Class 9 contains 53348 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 63372 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 120794 members 
Mstep: Class 15 contains 130504 members 
Mstep: Class 16 contains 20323 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 211117 members 
Mstep: Class 19 contains 220863 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 21 contains 145337 members 
Mstep: Class 22 contains 3609 members 
Mstep: Class 23 contains 1735 members 
Mstep: Class 24 contains 215863 members 
Mstep: Class 25 contains 6188 members 
Mstep: Class 26 contains 7328 members 
Mstep: Class 27 contains 16057 members 
Mstep: Class 28 contains 2900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90508448.000000 Penalty: 18461.955078
Iteration 61Q: 29 clusters Score -9.050845e+07 nChanged 41272
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 105460 members 
Mstep: Class 3 contains 131518 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 219509 members 
Mstep: Class 8 contains 262808 members 
Mstep: Class 9 contains 52647 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 4632 members 
Mstep: Class 12 contains 63467 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 118713 members 
Mstep: Class 15 contains 131446 members 
Mstep: Class 16 contains 21297 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 213962 members 
Mstep: Class 19 contains 227199 members 
Mstep: Class 20 contains 1022 members 
Mstep: Class 21 contains 142321 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 1819 members 
Mstep: Class 24 contains 216809 members 
Mstep: Class 25 contains 6675 members 
Mstep: Class 26 contains 7327 members 
Mstep: Class 27 contains 16110 members 
Mstep: Class 28 contains 2963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90500368.000000 Penalty: 18461.955078
Iteration 62Q: 29 clusters Score -9.050037e+07 nChanged 39528
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 105286 members 
Mstep: Class 3 contains 123053 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 1682 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 219488 members 
Mstep: Class 8 contains 265753 members 
Mstep: Class 9 contains 51912 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 4840 members 
Mstep: Class 12 contains 63532 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 117393 members 
Mstep: Class 15 contains 132334 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 217481 members 
Mstep: Class 19 contains 230666 members 
Mstep: Class 20 contains 1028 members 
Mstep: Class 21 contains 139485 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 1901 members 
Mstep: Class 24 contains 217409 members 
Mstep: Class 25 contains 7219 members 
Mstep: Class 26 contains 7329 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 3027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90495784.000000 Penalty: 18461.955078
Iteration 63Q: 29 clusters Score -9.049578e+07 nChanged 35946
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 104991 members 
Mstep: Class 3 contains 117878 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 219514 members 
Mstep: Class 8 contains 267941 members 
Mstep: Class 9 contains 51127 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 63543 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 116543 members 
Mstep: Class 15 contains 132826 members 
Mstep: Class 16 contains 23931 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 220913 members 
Mstep: Class 19 contains 231386 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 137103 members 
Mstep: Class 22 contains 3484 members 
Mstep: Class 23 contains 1986 members 
Mstep: Class 24 contains 217825 members 
Mstep: Class 25 contains 7831 members 
Mstep: Class 26 contains 7333 members 
Mstep: Class 27 contains 16163 members 
Mstep: Class 28 contains 3109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90493936.000000 Penalty: 18461.955078
Iteration 64Q: 29 clusters Score -9.049394e+07 nChanged 31672
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 104750 members 
Mstep: Class 3 contains 115914 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 219603 members 
Mstep: Class 8 contains 269346 members 
Mstep: Class 9 contains 50203 members 
Mstep: Class 10 contains 1279 members 
Mstep: Class 11 contains 5249 members 
Mstep: Class 12 contains 63573 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 115637 members 
Mstep: Class 15 contains 133144 members 
Mstep: Class 16 contains 25245 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 223561 members 
Mstep: Class 19 contains 230518 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 135093 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 218023 members 
Mstep: Class 25 contains 8498 members 
Mstep: Class 26 contains 7336 members 
Mstep: Class 27 contains 16182 members 
Mstep: Class 28 contains 3203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90493320.000000 Penalty: 18461.955078
Iteration 65Q: 29 clusters Score -9.049332e+07 nChanged 28126
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 104603 members 
Mstep: Class 3 contains 116024 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 1525 members 
Mstep: Class 6 contains 2291 members 
Mstep: Class 7 contains 219733 members 
Mstep: Class 8 contains 270099 members 
Mstep: Class 9 contains 49147 members 
Mstep: Class 10 contains 1281 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 63607 members 
Mstep: Class 13 contains 1800 members 
Mstep: Class 14 contains 114711 members 
Mstep: Class 15 contains 133193 members 
Mstep: Class 16 contains 26540 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 225103 members 
Mstep: Class 19 contains 229417 members 
Mstep: Class 20 contains 1029 members 
Mstep: Class 21 contains 133425 members 
Mstep: Class 22 contains 3437 members 
Mstep: Class 23 contains 2158 members 
Mstep: Class 24 contains 218032 members 
Mstep: Class 25 contains 9275 members 
Mstep: Class 26 contains 7326 members 
Mstep: Class 27 contains 16204 members 
Mstep: Class 28 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90494104.000000 Penalty: 18461.955078
Iteration 66Q: 29 clusters Score -9.04941e+07 nChanged 26060
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 104536 members 
Mstep: Class 3 contains 117649 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 1473 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 219887 members 
Mstep: Class 8 contains 270568 members 
Mstep: Class 9 contains 48003 members 
Mstep: Class 10 contains 1285 members 
Mstep: Class 11 contains 5644 members 
Mstep: Class 12 contains 63612 members 
Mstep: Class 13 contains 1683 members 
Mstep: Class 14 contains 113892 members 
Mstep: Class 15 contains 133054 members 
Mstep: Class 16 contains 27790 members 
Mstep: Class 17 contains 2501 members 
Mstep: Class 18 contains 225201 members 
Mstep: Class 19 contains 228553 members 
Mstep: Class 20 contains 1032 members 
Mstep: Class 21 contains 131952 members 
Mstep: Class 22 contains 3425 members 
Mstep: Class 23 contains 2233 members 
Mstep: Class 24 contains 217837 members 
Mstep: Class 25 contains 10145 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 16215 members 
Mstep: Class 28 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90496600.000000 Penalty: 18461.955078
Iteration 67Q: 29 clusters Score -9.04966e+07 nChanged 24580
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 104557 members 
Mstep: Class 3 contains 120612 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 7 contains 219999 members 
Mstep: Class 8 contains 271017 members 
Mstep: Class 9 contains 46796 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 5822 members 
Mstep: Class 12 contains 63625 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 112832 members 
Mstep: Class 15 contains 132793 members 
Mstep: Class 16 contains 29004 members 
Mstep: Class 17 contains 2494 members 
Mstep: Class 18 contains 224242 members 
Mstep: Class 19 contains 227584 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 130765 members 
Mstep: Class 22 contains 3419 members 
Mstep: Class 23 contains 2286 members 
Mstep: Class 24 contains 217574 members 
Mstep: Class 25 contains 11125 members 
Mstep: Class 26 contains 7299 members 
Mstep: Class 27 contains 16222 members 
Mstep: Class 28 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90499632.000000 Penalty: 18461.955078
Iteration 68Q: 29 clusters Score -9.049963e+07 nChanged 23674
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 104652 members 
Mstep: Class 3 contains 124584 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 220098 members 
Mstep: Class 8 contains 271226 members 
Mstep: Class 9 contains 45470 members 
Mstep: Class 10 contains 1288 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 63692 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 111333 members 
Mstep: Class 15 contains 132300 members 
Mstep: Class 16 contains 30146 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 222465 members 
Mstep: Class 19 contains 227048 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 129937 members 
Mstep: Class 22 contains 3412 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 217279 members 
Mstep: Class 25 contains 12193 members 
Mstep: Class 26 contains 7286 members 
Mstep: Class 27 contains 16225 members 
Mstep: Class 28 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90502056.000000 Penalty: 18461.955078
Iteration 69Q: 29 clusters Score -9.050206e+07 nChanged 23503
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 104808 members 
Mstep: Class 3 contains 129561 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 2360 members 
Mstep: Class 7 contains 220182 members 
Mstep: Class 8 contains 271124 members 
Mstep: Class 9 contains 44170 members 
Mstep: Class 10 contains 1289 members 
Mstep: Class 11 contains 6106 members 
Mstep: Class 12 contains 63816 members 
Mstep: Class 13 contains 1389 members 
Mstep: Class 14 contains 109483 members 
Mstep: Class 15 contains 131596 members 
Mstep: Class 16 contains 31147 members 
Mstep: Class 17 contains 2490 members 
Mstep: Class 18 contains 220237 members 
Mstep: Class 19 contains 226802 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 129311 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 2324 members 
Mstep: Class 24 contains 216912 members 
Mstep: Class 25 contains 13221 members 
Mstep: Class 26 contains 7265 members 
Mstep: Class 27 contains 16224 members 
Mstep: Class 28 contains 3628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90504976.000000 Penalty: 18461.955078
Iteration 70Q: 29 clusters Score -9.050498e+07 nChanged 23165
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 105000 members 
Mstep: Class 3 contains 135222 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 220244 members 
Mstep: Class 8 contains 270806 members 
Mstep: Class 9 contains 43034 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 6258 members 
Mstep: Class 12 contains 63970 members 
Mstep: Class 13 contains 1309 members 
Mstep: Class 14 contains 107296 members 
Mstep: Class 15 contains 130776 members 
Mstep: Class 16 contains 32172 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 18 contains 217718 members 
Mstep: Class 19 contains 226691 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 128850 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 2330 members 
Mstep: Class 24 contains 216399 members 
Mstep: Class 25 contains 14107 members 
Mstep: Class 26 contains 7242 members 
Mstep: Class 27 contains 16225 members 
Mstep: Class 28 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90506664.000000 Penalty: 18461.955078
Iteration 71Q: 29 clusters Score -9.050666e+07 nChanged 23432
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 105220 members 
Mstep: Class 3 contains 141602 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 1100 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 220281 members 
Mstep: Class 8 contains 270263 members 
Mstep: Class 9 contains 42082 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 6426 members 
Mstep: Class 12 contains 64093 members 
Mstep: Class 13 contains 1225 members 
Mstep: Class 14 contains 104586 members 
Mstep: Class 15 contains 129866 members 
Mstep: Class 16 contains 33133 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 215143 members 
Mstep: Class 19 contains 226620 members 
Mstep: Class 20 contains 1045 members 
Mstep: Class 21 contains 128703 members 
Mstep: Class 22 contains 3409 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 215777 members 
Mstep: Class 25 contains 14844 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90508360.000000 Penalty: 18461.955078
Iteration 72Q: 29 clusters Score -9.050836e+07 nChanged 23581
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 105526 members 
Mstep: Class 3 contains 148012 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 2414 members 
Mstep: Class 7 contains 220301 members 
Mstep: Class 8 contains 269746 members 
Mstep: Class 9 contains 41333 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 6556 members 
Mstep: Class 12 contains 64223 members 
Mstep: Class 13 contains 1148 members 
Mstep: Class 14 contains 101525 members 
Mstep: Class 15 contains 128970 members 
Mstep: Class 16 contains 34018 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 212562 members 
Mstep: Class 19 contains 226603 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 128776 members 
Mstep: Class 22 contains 3402 members 
Mstep: Class 23 contains 2330 members 
Mstep: Class 24 contains 215157 members 
Mstep: Class 25 contains 15448 members 
Mstep: Class 26 contains 7208 members 
Mstep: Class 27 contains 16230 members 
Mstep: Class 28 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90509656.000000 Penalty: 18461.955078
Iteration 73Q: 29 clusters Score -9.050966e+07 nChanged 23691
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 105905 members 
Mstep: Class 3 contains 154007 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 1001 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 220305 members 
Mstep: Class 8 contains 269216 members 
Mstep: Class 9 contains 40774 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 64391 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 98096 members 
Mstep: Class 15 contains 128200 members 
Mstep: Class 16 contains 34860 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 210137 members 
Mstep: Class 19 contains 226893 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 128925 members 
Mstep: Class 22 contains 3391 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 214561 members 
Mstep: Class 25 contains 15937 members 
Mstep: Class 26 contains 7198 members 
Mstep: Class 27 contains 16233 members 
Mstep: Class 28 contains 3771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90510128.000000 Penalty: 18461.955078
Iteration 74Q: 29 clusters Score -9.051013e+07 nChanged 23494
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 106363 members 
Mstep: Class 3 contains 158950 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 220315 members 
Mstep: Class 8 contains 269110 members 
Mstep: Class 9 contains 40381 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 64452 members 
Mstep: Class 13 contains 1023 members 
Mstep: Class 14 contains 94180 members 
Mstep: Class 15 contains 127837 members 
Mstep: Class 16 contains 35699 members 
Mstep: Class 17 contains 2489 members 
Mstep: Class 18 contains 207899 members 
Mstep: Class 19 contains 227468 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 129174 members 
Mstep: Class 22 contains 3363 members 
Mstep: Class 23 contains 2288 members 
Mstep: Class 24 contains 214093 members 
Mstep: Class 25 contains 16324 members 
Mstep: Class 26 contains 7193 members 
Mstep: Class 27 contains 16234 members 
Mstep: Class 28 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90509128.000000 Penalty: 18461.955078
Iteration 75Q: 29 clusters Score -9.050913e+07 nChanged 22861
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 106843 members 
Mstep: Class 3 contains 162743 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 905 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 220297 members 
Mstep: Class 8 contains 269306 members 
Mstep: Class 9 contains 40096 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 64474 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 89965 members 
Mstep: Class 15 contains 127871 members 
Mstep: Class 16 contains 36438 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 206159 members 
Mstep: Class 19 contains 228356 members 
Mstep: Class 20 contains 1040 members 
Mstep: Class 21 contains 129373 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 2248 members 
Mstep: Class 24 contains 213745 members 
Mstep: Class 25 contains 16637 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90507608.000000 Penalty: 18461.955078
Iteration 76Q: 29 clusters Score -9.050761e+07 nChanged 21825
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 107299 members 
Mstep: Class 3 contains 165056 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 866 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 220263 members 
Mstep: Class 8 contains 269935 members 
Mstep: Class 9 contains 39899 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7068 members 
Mstep: Class 12 contains 64506 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 85600 members 
Mstep: Class 15 contains 128580 members 
Mstep: Class 16 contains 37157 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 204954 members 
Mstep: Class 19 contains 229298 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 129377 members 
Mstep: Class 22 contains 3303 members 
Mstep: Class 23 contains 2198 members 
Mstep: Class 24 contains 213543 members 
Mstep: Class 25 contains 16878 members 
Mstep: Class 26 contains 7188 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90506544.000000 Penalty: 18461.955078
Iteration 77Q: 29 clusters Score -9.050654e+07 nChanged 21156
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 107600 members 
Mstep: Class 3 contains 166311 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 2350 members 
Mstep: Class 7 contains 220239 members 
Mstep: Class 8 contains 270933 members 
Mstep: Class 9 contains 39770 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7178 members 
Mstep: Class 12 contains 64524 members 
Mstep: Class 13 contains 874 members 
Mstep: Class 14 contains 81377 members 
Mstep: Class 15 contains 129832 members 
Mstep: Class 16 contains 37926 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 204221 members 
Mstep: Class 19 contains 229960 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 129250 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 2148 members 
Mstep: Class 24 contains 213397 members 
Mstep: Class 25 contains 17072 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16226 members 
Mstep: Class 28 contains 3826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90505192.000000 Penalty: 18461.955078
Iteration 78Q: 29 clusters Score -9.050519e+07 nChanged 20413
Entering ConstructFrom: 
Score: -90505192.000000 Penalty: 18461.955078
Entering ConstructFrom: 
Trying to split cluster 1 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -170814.937500 Penalty: 375.781799
	Iteration 0F: 2 clusters Score -170814.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -168194.593750 Penalty: 751.563599
	Iteration 0F: 3 clusters Score -168194.6 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -169230.593750 Penalty: 751.563599
	Iteration 1F: 3 clusters Score -169230.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -169433.875000 Penalty: 751.563599
	Iteration 2F: 3 clusters Score -169433.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -169700.625000 Penalty: 751.563599
	Iteration 3F: 3 clusters Score -169700.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -169980.125000 Penalty: 751.563599
	Iteration 4F: 3 clusters Score -169980.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -170176.656250 Penalty: 751.563599
	Iteration 5F: 3 clusters Score -170176.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -170293.828125 Penalty: 751.563599
	Iteration 6F: 3 clusters Score -170293.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -170402.015625 Penalty: 751.563599
	Iteration 7Q: 3 clusters Score -170402 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -170501.281250 Penalty: 751.563599
	Iteration 8Q: 3 clusters Score -170501.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -170582.390625 Penalty: 751.563599
	Iteration 9Q: 3 clusters Score -170582.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -170643.312500 Penalty: 751.563599
	Iteration 10Q: 3 clusters Score -170643.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -170677.500000 Penalty: 751.563599
	Iteration 11Q: 3 clusters Score -170677.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -170708.812500 Penalty: 751.563599
	Iteration 12Q: 3 clusters Score -170708.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -170728.375000 Penalty: 751.563599
	Iteration 13Q: 3 clusters Score -170728.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -170738.906250 Penalty: 751.563599
	Iteration 14Q: 3 clusters Score -170738.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -170748.406250 Penalty: 751.563599
	Iteration 15Q: 3 clusters Score -170748.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -170759.062500 Penalty: 751.563599
	Iteration 16Q: 3 clusters Score -170759.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -170772.296875 Penalty: 751.563599
	Iteration 17Q: 3 clusters Score -170772.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -170781.703125 Penalty: 751.563599
	Iteration 18Q: 3 clusters Score -170781.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -170788.250000 Penalty: 751.563599
	Iteration 19Q: 3 clusters Score -170788.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -170794.359375 Penalty: 751.563599
	Iteration 20F: 3 clusters Score -170794.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -170800.046875 Penalty: 751.563599
	Iteration 21Q: 3 clusters Score -170800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -170806.906250 Penalty: 751.563599
	Iteration 22Q: 3 clusters Score -170806.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -170812.093750 Penalty: 751.563599
	Iteration 23Q: 3 clusters Score -170812.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -170820.125000 Penalty: 751.563599
	Iteration 24Q: 3 clusters Score -170820.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -170829.546875 Penalty: 751.563599
	Iteration 25Q: 3 clusters Score -170829.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -170841.046875 Penalty: 751.563599
	Iteration 26Q: 3 clusters Score -170841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -170854.281250 Penalty: 751.563599
	Iteration 27Q: 3 clusters Score -170854.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -170861.890625 Penalty: 751.563599
	Iteration 28Q: 3 clusters Score -170861.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -170863.500000 Penalty: 751.563599
	Iteration 29Q: 3 clusters Score -170863.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -170864.968750 Penalty: 751.563599
	Iteration 30Q: 3 clusters Score -170865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -170865.812500 Penalty: 751.563599
	Iteration 31Q: 3 clusters Score -170865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -170866.218750 Penalty: 751.563599
	Iteration 32Q: 3 clusters Score -170866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -170866.671875 Penalty: 751.563599
	Iteration 33Q: 3 clusters Score -170866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -170866.906250 Penalty: 751.563599
	Iteration 34Q: 3 clusters Score -170866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -170867.156250 Penalty: 751.563599
	Iteration 35Q: 3 clusters Score -170867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -170867.390625 Penalty: 751.563599
	Iteration 36Q: 3 clusters Score -170867.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -170867.390625 Penalty: 751.563599
	Iteration 37F: 3 clusters Score -170867.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 230482 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 631 members 
Entering Unmasked Estep 
Score: -90502208.000000 Penalty: 19121.310547
Splitting cluster 1 changes total score from -90505192.000000 to -90502208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (107864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107864 members 
Entering Unmasked Estep 
Score: -5156164.500000 Penalty: 527.282532
	Iteration 0F: 2 clusters Score -5156164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -5083275.500000 Penalty: 1054.565063
	Iteration 0F: 3 clusters Score -5083276 nChanged 52828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -5117558.500000 Penalty: 1054.565063
	Iteration 1F: 3 clusters Score -5117558 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -5121387.000000 Penalty: 1054.565063
	Iteration 2F: 3 clusters Score -5121387 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 65316 members 
Entering Unmasked Estep 
Score: -5126902.500000 Penalty: 1054.565063
	Iteration 3F: 3 clusters Score -5126902 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -5133530.000000 Penalty: 1054.565063
	Iteration 4F: 3 clusters Score -5133530 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -5139472.500000 Penalty: 1054.565063
	Iteration 5F: 3 clusters Score -5139472 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -5143007.000000 Penalty: 1054.565063
	Iteration 6F: 3 clusters Score -5143007 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -5144593.000000 Penalty: 1054.565063
	Iteration 7Q: 3 clusters Score -5144593 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -5145582.500000 Penalty: 1054.565063
	Iteration 8Q: 3 clusters Score -5145582 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -5146376.500000 Penalty: 1054.565063
	Iteration 9Q: 3 clusters Score -5146376 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 81925 members 
Entering Unmasked Estep 
Score: -5147113.500000 Penalty: 1054.565063
	Iteration 10Q: 3 clusters Score -5147114 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -5147709.000000 Penalty: 1054.565063
	Iteration 11Q: 3 clusters Score -5147709 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -5148334.500000 Penalty: 1054.565063
	Iteration 12Q: 3 clusters Score -5148334 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -5148876.500000 Penalty: 1054.565063
	Iteration 13Q: 3 clusters Score -5148876 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -5149400.500000 Penalty: 1054.565063
	Iteration 14Q: 3 clusters Score -5149400 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 89081 members 
Entering Unmasked Estep 
Score: -5149841.500000 Penalty: 1054.565063
	Iteration 15Q: 3 clusters Score -5149842 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -5150252.000000 Penalty: 1054.565063
	Iteration 16Q: 3 clusters Score -5150252 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -5150662.000000 Penalty: 1054.565063
	Iteration 17Q: 3 clusters Score -5150662 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -5151067.500000 Penalty: 1054.565063
	Iteration 18Q: 3 clusters Score -5151068 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -5151492.500000 Penalty: 1054.565063
	Iteration 19Q: 3 clusters Score -5151492 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 95283 members 
Entering Unmasked Estep 
Score: -5151906.000000 Penalty: 1054.565063
	Iteration 20F: 3 clusters Score -5151906 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 96453 members 
Entering Unmasked Estep 
Score: -5152346.000000 Penalty: 1054.565063
	Iteration 21Q: 3 clusters Score -5152346 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -5152761.500000 Penalty: 1054.565063
	Iteration 22Q: 3 clusters Score -5152762 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 98613 members 
Entering Unmasked Estep 
Score: -5153122.500000 Penalty: 1054.565063
	Iteration 23Q: 3 clusters Score -5153122 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -5153480.500000 Penalty: 1054.565063
	Iteration 24Q: 3 clusters Score -5153480 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -5153864.000000 Penalty: 1054.565063
	Iteration 25Q: 3 clusters Score -5153864 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
Score: -5154243.500000 Penalty: 1054.565063
	Iteration 26Q: 3 clusters Score -5154244 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -5154593.500000 Penalty: 1054.565063
	Iteration 27Q: 3 clusters Score -5154594 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 102982 members 
Entering Unmasked Estep 
Score: -5154907.000000 Penalty: 1054.565063
	Iteration 28Q: 3 clusters Score -5154907 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 103612 members 
Entering Unmasked Estep 
Score: -5155135.000000 Penalty: 1054.565063
	Iteration 29Q: 3 clusters Score -5155135 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -5155337.000000 Penalty: 1054.565063
	Iteration 30Q: 3 clusters Score -5155337 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -5155489.500000 Penalty: 1054.565063
	Iteration 31Q: 3 clusters Score -5155490 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 104947 members 
Entering Unmasked Estep 
Score: -5155615.500000 Penalty: 1054.565063
	Iteration 32Q: 3 clusters Score -5155616 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -5155707.500000 Penalty: 1054.565063
	Iteration 33Q: 3 clusters Score -5155708 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 105588 members 
Entering Unmasked Estep 
Score: -5155824.500000 Penalty: 1054.565063
	Iteration 34Q: 3 clusters Score -5155824 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 105823 members 
Entering Unmasked Estep 
Score: -5155888.500000 Penalty: 1054.565063
	Iteration 35Q: 3 clusters Score -5155888 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 106001 members 
Entering Unmasked Estep 
Score: -5155959.000000 Penalty: 1054.565063
	Iteration 36Q: 3 clusters Score -5155959 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 106133 members 
Entering Unmasked Estep 
Score: -5155991.000000 Penalty: 1054.565063
	Iteration 37Q: 3 clusters Score -5155991 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 106246 members 
Entering Unmasked Estep 
Score: -5156038.500000 Penalty: 1054.565063
	Iteration 38Q: 3 clusters Score -5156038 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -5156046.500000 Penalty: 1054.565063
	Iteration 39Q: 3 clusters Score -5156046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -5156058.500000 Penalty: 1054.565063
	Iteration 40F: 3 clusters Score -5156058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 106449 members 
Entering Unmasked Estep 
Score: -5156064.000000 Penalty: 1054.565063
	Iteration 41Q: 3 clusters Score -5156064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 106488 members 
Entering Unmasked Estep 
Score: -5156072.500000 Penalty: 1054.565063
	Iteration 42Q: 3 clusters Score -5156072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 106519 members 
Entering Unmasked Estep 
Score: -5156082.500000 Penalty: 1054.565063
	Iteration 43Q: 3 clusters Score -5156082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 106554 members 
Entering Unmasked Estep 
Score: -5156082.000000 Penalty: 1054.565063
	Iteration 44Q: 3 clusters Score -5156082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 106586 members 
Entering Unmasked Estep 
Score: -5156075.500000 Penalty: 1054.565063
	Iteration 45Q: 3 clusters Score -5156076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -5156090.000000 Penalty: 1054.565063
	Iteration 46Q: 3 clusters Score -5156090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 106634 members 
Entering Unmasked Estep 
Score: -5156086.500000 Penalty: 1054.565063
	Iteration 47Q: 3 clusters Score -5156086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 106650 members 
Entering Unmasked Estep 
Score: -5156085.000000 Penalty: 1054.565063
	Iteration 48Q: 3 clusters Score -5156085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -5156084.500000 Penalty: 1054.565063
	Iteration 49Q: 3 clusters Score -5156084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -5156086.500000 Penalty: 1054.565063
	Iteration 50Q: 3 clusters Score -5156086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 106703 members 
Entering Unmasked Estep 
Score: -5156087.000000 Penalty: 1054.565063
	Iteration 51Q: 3 clusters Score -5156087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -5156091.500000 Penalty: 1054.565063
	Iteration 52Q: 3 clusters Score -5156092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 106725 members 
Entering Unmasked Estep 
Score: -5156088.000000 Penalty: 1054.565063
	Iteration 53Q: 3 clusters Score -5156088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -5156091.000000 Penalty: 1054.565063
	Iteration 54Q: 3 clusters Score -5156091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -5156100.500000 Penalty: 1054.565063
	Iteration 55Q: 3 clusters Score -5156100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -5156098.500000 Penalty: 1054.565063
	Iteration 56Q: 3 clusters Score -5156098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -5156098.000000 Penalty: 1054.565063
	Iteration 57Q: 3 clusters Score -5156098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 106768 members 
Entering Unmasked Estep 
Score: -5156100.000000 Penalty: 1054.565063
	Iteration 58Q: 3 clusters Score -5156100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 106773 members 
Entering Unmasked Estep 
Score: -5156094.500000 Penalty: 1054.565063
	Iteration 59Q: 3 clusters Score -5156094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -5156097.000000 Penalty: 1054.565063
	Iteration 60F: 3 clusters Score -5156097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -5156095.500000 Penalty: 1054.565063
	Iteration 61Q: 3 clusters Score -5156096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 106787 members 
Entering Unmasked Estep 
Score: -5156094.500000 Penalty: 1054.565063
	Iteration 62Q: 3 clusters Score -5156094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 106790 members 
Entering Unmasked Estep 
Score: -5156095.000000 Penalty: 1054.565063
	Iteration 63Q: 3 clusters Score -5156095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -5156099.000000 Penalty: 1054.565063
	Iteration 64Q: 3 clusters Score -5156099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -5156099.000000 Penalty: 1054.565063
	Iteration 65F: 3 clusters Score -5156099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (166791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166791 members 
Entering Unmasked Estep 
Score: -8246109.000000 Penalty: 547.114624
	Iteration 0F: 2 clusters Score -8246109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -8143000.500000 Penalty: 1094.229248
	Iteration 0F: 3 clusters Score -8143000 nChanged 81964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -8204820.500000 Penalty: 1094.229248
	Iteration 1F: 3 clusters Score -8204820 nChanged 14146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90538 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -8218314.500000 Penalty: 1094.229248
	Iteration 2F: 3 clusters Score -8218314 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -8233355.500000 Penalty: 1094.229248
	Iteration 3F: 3 clusters Score -8233356 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -8241147.000000 Penalty: 1094.229248
	Iteration 4F: 3 clusters Score -8241147 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -8243048.500000 Penalty: 1094.229248
	Iteration 5Q: 3 clusters Score -8243048 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -8243812.500000 Penalty: 1094.229248
	Iteration 6Q: 3 clusters Score -8243812 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -8244352.000000 Penalty: 1094.229248
	Iteration 7Q: 3 clusters Score -8244352 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -8244721.500000 Penalty: 1094.229248
	Iteration 8Q: 3 clusters Score -8244722 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 80260 members 
Entering Unmasked Estep 
Score: -8244954.500000 Penalty: 1094.229248
	Iteration 9Q: 3 clusters Score -8244954 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -8245099.500000 Penalty: 1094.229248
	Iteration 10Q: 3 clusters Score -8245100 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
Score: -8245234.500000 Penalty: 1094.229248
	Iteration 11Q: 3 clusters Score -8245234 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -8245365.000000 Penalty: 1094.229248
	Iteration 12Q: 3 clusters Score -8245365 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81563 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -8245355.000000 Penalty: 1094.229248
	Iteration 13Q: 3 clusters Score -8245355 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -8245400.000000 Penalty: 1094.229248
	Iteration 14Q: 3 clusters Score -8245400 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -8245287.000000 Penalty: 1094.229248
	Iteration 15Q: 3 clusters Score -8245287 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -8245220.500000 Penalty: 1094.229248
	Iteration 16Q: 3 clusters Score -8245220 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -8245195.500000 Penalty: 1094.229248
	Iteration 17Q: 3 clusters Score -8245196 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -8245124.000000 Penalty: 1094.229248
	Iteration 18Q: 3 clusters Score -8245124 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -8245059.500000 Penalty: 1094.229248
	Iteration 19Q: 3 clusters Score -8245060 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -8244981.000000 Penalty: 1094.229248
	Iteration 20F: 3 clusters Score -8244981 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -8244917.000000 Penalty: 1094.229248
	Iteration 21Q: 3 clusters Score -8244917 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -8244856.000000 Penalty: 1094.229248
	Iteration 22Q: 3 clusters Score -8244856 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -8244790.500000 Penalty: 1094.229248
	Iteration 23Q: 3 clusters Score -8244790 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 100265 members 
Entering Unmasked Estep 
Score: -8244741.000000 Penalty: 1094.229248
	Iteration 24Q: 3 clusters Score -8244741 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 102121 members 
Entering Unmasked Estep 
Score: -8244825.500000 Penalty: 1094.229248
	Iteration 25Q: 3 clusters Score -8244826 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 103775 members 
Entering Unmasked Estep 
Score: -8244858.500000 Penalty: 1094.229248
	Iteration 26Q: 3 clusters Score -8244858 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 105236 members 
Entering Unmasked Estep 
Score: -8244908.000000 Penalty: 1094.229248
	Iteration 27Q: 3 clusters Score -8244908 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 106514 members 
Entering Unmasked Estep 
Score: -8244944.500000 Penalty: 1094.229248
	Iteration 28Q: 3 clusters Score -8244944 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
Score: -8244972.000000 Penalty: 1094.229248
	Iteration 29Q: 3 clusters Score -8244972 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 108676 members 
Entering Unmasked Estep 
Score: -8244984.000000 Penalty: 1094.229248
	Iteration 30Q: 3 clusters Score -8244984 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 109564 members 
Entering Unmasked Estep 
Score: -8244983.500000 Penalty: 1094.229248
	Iteration 31Q: 3 clusters Score -8244984 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 110362 members 
Entering Unmasked Estep 
Score: -8244980.500000 Penalty: 1094.229248
	Iteration 32Q: 3 clusters Score -8244980 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 111062 members 
Entering Unmasked Estep 
Score: -8244954.000000 Penalty: 1094.229248
	Iteration 33Q: 3 clusters Score -8244954 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 111705 members 
Entering Unmasked Estep 
Score: -8244947.500000 Penalty: 1094.229248
	Iteration 34Q: 3 clusters Score -8244948 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 112318 members 
Entering Unmasked Estep 
Score: -8244922.500000 Penalty: 1094.229248
	Iteration 35Q: 3 clusters Score -8244922 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -8244910.000000 Penalty: 1094.229248
	Iteration 36Q: 3 clusters Score -8244910 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 113372 members 
Entering Unmasked Estep 
Score: -8244955.000000 Penalty: 1094.229248
	Iteration 37Q: 3 clusters Score -8244955 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -8244932.500000 Penalty: 1094.229248
	Iteration 38Q: 3 clusters Score -8244932 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 114194 members 
Entering Unmasked Estep 
Score: -8244939.500000 Penalty: 1094.229248
	Iteration 39Q: 3 clusters Score -8244940 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 114521 members 
Entering Unmasked Estep 
Score: -8244945.500000 Penalty: 1094.229248
	Iteration 40F: 3 clusters Score -8244946 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 114793 members 
Entering Unmasked Estep 
Score: -8244947.000000 Penalty: 1094.229248
	Iteration 41Q: 3 clusters Score -8244947 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 115063 members 
Entering Unmasked Estep 
Score: -8244988.500000 Penalty: 1094.229248
	Iteration 42Q: 3 clusters Score -8244988 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -8244998.500000 Penalty: 1094.229248
	Iteration 43Q: 3 clusters Score -8244998 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 115527 members 
Entering Unmasked Estep 
Score: -8244995.000000 Penalty: 1094.229248
	Iteration 44Q: 3 clusters Score -8244995 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -8244992.500000 Penalty: 1094.229248
	Iteration 45Q: 3 clusters Score -8244992 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 115853 members 
Entering Unmasked Estep 
Score: -8244977.500000 Penalty: 1094.229248
	Iteration 46Q: 3 clusters Score -8244978 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 115965 members 
Entering Unmasked Estep 
Score: -8244997.000000 Penalty: 1094.229248
	Iteration 47Q: 3 clusters Score -8244997 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 116100 members 
Entering Unmasked Estep 
Score: -8244990.500000 Penalty: 1094.229248
	Iteration 48Q: 3 clusters Score -8244990 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 116200 members 
Entering Unmasked Estep 
Score: -8245001.000000 Penalty: 1094.229248
	Iteration 49Q: 3 clusters Score -8245001 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 116289 members 
Entering Unmasked Estep 
Score: -8245003.000000 Penalty: 1094.229248
	Iteration 50Q: 3 clusters Score -8245003 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 116363 members 
Entering Unmasked Estep 
Score: -8245012.500000 Penalty: 1094.229248
	Iteration 51Q: 3 clusters Score -8245012 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 116434 members 
Entering Unmasked Estep 
Score: -8245011.000000 Penalty: 1094.229248
	Iteration 52Q: 3 clusters Score -8245011 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 116517 members 
Entering Unmasked Estep 
Score: -8244994.500000 Penalty: 1094.229248
	Iteration 53Q: 3 clusters Score -8244994 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 116595 members 
Entering Unmasked Estep 
Score: -8245011.500000 Penalty: 1094.229248
	Iteration 54Q: 3 clusters Score -8245012 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 116675 members 
Entering Unmasked Estep 
Score: -8245017.000000 Penalty: 1094.229248
	Iteration 55Q: 3 clusters Score -8245017 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 116751 members 
Entering Unmasked Estep 
Score: -8245017.000000 Penalty: 1094.229248
	Iteration 56Q: 3 clusters Score -8245017 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 116815 members 
Entering Unmasked Estep 
Score: -8245000.500000 Penalty: 1094.229248
	Iteration 57Q: 3 clusters Score -8245000 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 116879 members 
Entering Unmasked Estep 
Score: -8244990.500000 Penalty: 1094.229248
	Iteration 58Q: 3 clusters Score -8244990 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 116942 members 
Entering Unmasked Estep 
Score: -8244987.000000 Penalty: 1094.229248
	Iteration 59Q: 3 clusters Score -8244987 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 116996 members 
Entering Unmasked Estep 
Score: -8244987.500000 Penalty: 1094.229248
	Iteration 60F: 3 clusters Score -8244988 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 117073 members 
Entering Unmasked Estep 
Score: -8245007.500000 Penalty: 1094.229248
	Iteration 61Q: 3 clusters Score -8245008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 117124 members 
Entering Unmasked Estep 
Score: -8245009.000000 Penalty: 1094.229248
	Iteration 62Q: 3 clusters Score -8245009 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -8245024.500000 Penalty: 1094.229248
	Iteration 63Q: 3 clusters Score -8245024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 117254 members 
Entering Unmasked Estep 
Score: -8245029.000000 Penalty: 1094.229248
	Iteration 64Q: 3 clusters Score -8245029 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 117345 members 
Entering Unmasked Estep 
Score: -8245004.500000 Penalty: 1094.229248
	Iteration 65Q: 3 clusters Score -8245004 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 117441 members 
Entering Unmasked Estep 
Score: -8245026.000000 Penalty: 1094.229248
	Iteration 66Q: 3 clusters Score -8245026 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 117564 members 
Entering Unmasked Estep 
Score: -8245035.000000 Penalty: 1094.229248
	Iteration 67Q: 3 clusters Score -8245035 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 117675 members 
Entering Unmasked Estep 
Score: -8245032.000000 Penalty: 1094.229248
	Iteration 68Q: 3 clusters Score -8245032 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 117791 members 
Entering Unmasked Estep 
Score: -8245035.500000 Penalty: 1094.229248
	Iteration 69Q: 3 clusters Score -8245036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 117900 members 
Entering Unmasked Estep 
Score: -8245023.500000 Penalty: 1094.229248
	Iteration 70Q: 3 clusters Score -8245024 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 118001 members 
Entering Unmasked Estep 
Score: -8245048.500000 Penalty: 1094.229248
	Iteration 71Q: 3 clusters Score -8245048 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -8245033.500000 Penalty: 1094.229248
	Iteration 72Q: 3 clusters Score -8245034 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 118192 members 
Entering Unmasked Estep 
Score: -8245025.500000 Penalty: 1094.229248
	Iteration 73Q: 3 clusters Score -8245026 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 118261 members 
Entering Unmasked Estep 
Score: -8245019.000000 Penalty: 1094.229248
	Iteration 74Q: 3 clusters Score -8245019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -8245037.000000 Penalty: 1094.229248
	Iteration 75Q: 3 clusters Score -8245037 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 118375 members 
Entering Unmasked Estep 
Score: -8245025.000000 Penalty: 1094.229248
	Iteration 76Q: 3 clusters Score -8245025 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 118435 members 
Entering Unmasked Estep 
Score: -8245015.500000 Penalty: 1094.229248
	Iteration 77Q: 3 clusters Score -8245016 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 118483 members 
Entering Unmasked Estep 
Score: -8244990.000000 Penalty: 1094.229248
	Iteration 78Q: 3 clusters Score -8244990 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 118532 members 
Entering Unmasked Estep 
Score: -8244973.500000 Penalty: 1094.229248
	Iteration 79Q: 3 clusters Score -8244974 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 118591 members 
Entering Unmasked Estep 
Score: -8244950.000000 Penalty: 1094.229248
	Iteration 80F: 3 clusters Score -8244950 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 118645 members 
Entering Unmasked Estep 
Score: -8244928.500000 Penalty: 1094.229248
	Iteration 81Q: 3 clusters Score -8244928 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 118685 members 
Entering Unmasked Estep 
Score: -8244909.500000 Penalty: 1094.229248
	Iteration 82Q: 3 clusters Score -8244910 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 118740 members 
Entering Unmasked Estep 
Score: -8244917.500000 Penalty: 1094.229248
	Iteration 83Q: 3 clusters Score -8244918 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 118795 members 
Entering Unmasked Estep 
Score: -8244902.000000 Penalty: 1094.229248
	Iteration 84Q: 3 clusters Score -8244902 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 118861 members 
Entering Unmasked Estep 
Score: -8244901.000000 Penalty: 1094.229248
	Iteration 85Q: 3 clusters Score -8244901 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 118929 members 
Entering Unmasked Estep 
Score: -8244876.500000 Penalty: 1094.229248
	Iteration 86Q: 3 clusters Score -8244876 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 119008 members 
Entering Unmasked Estep 
Score: -8244891.000000 Penalty: 1094.229248
	Iteration 87Q: 3 clusters Score -8244891 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -8244884.500000 Penalty: 1094.229248
	Iteration 88Q: 3 clusters Score -8244884 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -8244886.000000 Penalty: 1094.229248
	Iteration 89Q: 3 clusters Score -8244886 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 119216 members 
Entering Unmasked Estep 
Score: -8244864.000000 Penalty: 1094.229248
	Iteration 90Q: 3 clusters Score -8244864 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 119279 members 
Entering Unmasked Estep 
Score: -8244863.000000 Penalty: 1094.229248
	Iteration 91Q: 3 clusters Score -8244863 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 119405 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 119456 members 
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Mstep: Class 2 contains 119527 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 119583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8244864 nChanged 108
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Mstep: Class 2 contains 119684 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8244880 nChanged 106
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Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8244870 nChanged 117
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Mstep: Class 2 contains 119872 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8244862 nChanged 111
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Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 119965 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8244850 nChanged 119
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Mstep: Class 2 contains 120040 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8244842 nChanged 127
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Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 120175 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 120237 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8244822 nChanged 129
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Mstep: Class 2 contains 120296 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8244820 nChanged 133
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Mstep: Class 2 contains 120361 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 120529 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 120596 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8244795 nChanged 136
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Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 120676 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 120755 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8244748 nChanged 124
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Mstep: Class 2 contains 120868 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 120917 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 120949 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 120958 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8244638 nChanged 102
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Mstep: Class 2 contains 120954 members 
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	Iteration 125Q: 3 clusters Score -8244646 nChanged 98
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8244636 nChanged 80
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8244634 nChanged 78
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	Iteration 128Q: 3 clusters Score -8244633 nChanged 80
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	Iteration 129Q: 3 clusters Score -8244633 nChanged 72
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	Iteration 131Q: 3 clusters Score -8244638 nChanged 72
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	Iteration 132Q: 3 clusters Score -8244644 nChanged 79
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8244660 nChanged 83
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	Iteration 134Q: 3 clusters Score -8244667 nChanged 77
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	Iteration 135Q: 3 clusters Score -8244652 nChanged 81
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	Iteration 137Q: 3 clusters Score -8244647 nChanged 85
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	Iteration 140F: 3 clusters Score -8244652 nChanged 90
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	Iteration 141Q: 3 clusters Score -8244638 nChanged 82
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	Iteration 142Q: 3 clusters Score -8244628 nChanged 98
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	Iteration 143Q: 3 clusters Score -8244610 nChanged 109
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	Iteration 145Q: 3 clusters Score -8244617 nChanged 117
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	Iteration 148Q: 3 clusters Score -8244610 nChanged 112
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	Iteration 150Q: 3 clusters Score -8244580 nChanged 119
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	Iteration 151Q: 3 clusters Score -8244576 nChanged 117
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	Iteration 152Q: 3 clusters Score -8244574 nChanged 104
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	Iteration 156Q: 3 clusters Score -8244542 nChanged 139
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	Iteration 158Q: 3 clusters Score -8244516 nChanged 112
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	Iteration 159Q: 3 clusters Score -8244516 nChanged 109
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	Iteration 160F: 3 clusters Score -8244505 nChanged 116
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	Iteration 161Q: 3 clusters Score -8244482 nChanged 112
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	Iteration 162Q: 3 clusters Score -8244467 nChanged 112
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	Iteration 163Q: 3 clusters Score -8244449 nChanged 122
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	Iteration 164Q: 3 clusters Score -8244461 nChanged 139
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	Iteration 172Q: 3 clusters Score -8244482 nChanged 145
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	Iteration 173Q: 3 clusters Score -8244478 nChanged 170
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	Iteration 174Q: 3 clusters Score -8244464 nChanged 161
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	Iteration 177Q: 3 clusters Score -8244436 nChanged 159
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	Iteration 179Q: 3 clusters Score -8244392 nChanged 165
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	Iteration 180F: 3 clusters Score -8244409 nChanged 142
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	Iteration 181Q: 3 clusters Score -8244414 nChanged 153
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	Iteration 182Q: 3 clusters Score -8244430 nChanged 145
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	Iteration 183Q: 3 clusters Score -8244430 nChanged 141
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 123375 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8244392 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 2 contains 123446 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8244385 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 123505 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8244380 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 123578 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8244366 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 123667 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8244350 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 123757 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8244338 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 123826 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8244344 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 123906 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8244317 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 123978 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8244301 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 124026 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8244290 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 124060 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8244272 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 124101 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8244274 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 124138 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8244274 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8244262 nChanged 138
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Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 124240 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8244234 nChanged 149
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Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 124259 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8244200 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 124261 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8244188 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 124292 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8244186 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8244174 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 124354 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8244158 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 124377 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8244136 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8244138 nChanged 124
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Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 124423 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8244126 nChanged 144
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Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 124435 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8244121 nChanged 121
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Mstep: Class 2 contains 124436 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8244092 nChanged 128
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Mstep: Class 2 contains 124440 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8244082 nChanged 117
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Mstep: Class 2 contains 124433 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8244047 nChanged 99
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 124466 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8244040 nChanged 108
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8244036 nChanged 106
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Mstep: Class 2 contains 124375 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8244012 nChanged 134
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Mstep: Class 2 contains 124335 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8244004 nChanged 140
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Mstep: Class 2 contains 124192 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8243980 nChanged 155
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Mstep: Class 1 contains 42753 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8243982 nChanged 158
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Mstep: Class 1 contains 42827 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8243934 nChanged 166
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	Iteration 226Q: 3 clusters Score -8243925 nChanged 205
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	Iteration 227Q: 3 clusters Score -8243887 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43126 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8243860 nChanged 240
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Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8243842 nChanged 265
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8243823 nChanged 261
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	Iteration 234Q: 3 clusters Score -8243852 nChanged 269
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	Iteration 235Q: 3 clusters Score -8243864 nChanged 278
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	Iteration 236Q: 3 clusters Score -8243857 nChanged 297
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	Iteration 237Q: 3 clusters Score -8243847 nChanged 278
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Mstep: Class 2 contains 122195 members 
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	Iteration 238Q: 3 clusters Score -8243812 nChanged 295
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	Iteration 239Q: 3 clusters Score -8243794 nChanged 283
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -8243794 nChanged 318
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	Iteration 241Q: 3 clusters Score -8243740 nChanged 308
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	Iteration 242Q: 3 clusters Score -8243740 nChanged 293
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -8243739 nChanged 299
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -8243694 nChanged 290
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	Iteration 246Q: 3 clusters Score -8243684 nChanged 289
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	Iteration 247Q: 3 clusters Score -8243706 nChanged 264
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	Iteration 248Q: 3 clusters Score -8243706 nChanged 276
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	Iteration 249Q: 3 clusters Score -8243704 nChanged 273
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -8243670 nChanged 291
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -8243676 nChanged 280
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	Iteration 252Q: 3 clusters Score -8243693 nChanged 287
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	Iteration 253Q: 3 clusters Score -8243690 nChanged 315
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -8243702 nChanged 309
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -8243710 nChanged 328
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	Iteration 256Q: 3 clusters Score -8243678 nChanged 343
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	Iteration 257Q: 3 clusters Score -8243664 nChanged 366
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	Iteration 258Q: 3 clusters Score -8243638 nChanged 361
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	Iteration 259Q: 3 clusters Score -8243664 nChanged 306
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	Iteration 260F: 3 clusters Score -8243678 nChanged 309
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	Iteration 261Q: 3 clusters Score -8243654 nChanged 250
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	Iteration 262Q: 3 clusters Score -8243641 nChanged 246
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	Iteration 263Q: 3 clusters Score -8243637 nChanged 229
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	Iteration 264Q: 3 clusters Score -8243631 nChanged 230
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	Iteration 265Q: 3 clusters Score -8243626 nChanged 236
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	Iteration 266Q: 3 clusters Score -8243635 nChanged 221
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	Iteration 267Q: 3 clusters Score -8243630 nChanged 208
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	Iteration 268Q: 3 clusters Score -8243616 nChanged 188
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -8243610 nChanged 177
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	Iteration 270Q: 3 clusters Score -8243586 nChanged 161
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	Iteration 271Q: 3 clusters Score -8243576 nChanged 139
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -8243556 nChanged 144
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	Iteration 273Q: 3 clusters Score -8243540 nChanged 131
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	Iteration 274Q: 3 clusters Score -8243527 nChanged 144
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Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -8243544 nChanged 151
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	Iteration 276Q: 3 clusters Score -8243549 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 116028 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -8243535 nChanged 155
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Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 115999 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -8243494 nChanged 162
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Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 115959 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -8243484 nChanged 153
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Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -8243482 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 115936 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -8243488 nChanged 142
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Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -8243489 nChanged 129
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Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 115911 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -8243494 nChanged 146
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Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -8243476 nChanged 149
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Mstep: Class 2 contains 115856 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -8243490 nChanged 143
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Mstep: Class 2 contains 115835 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -8243498 nChanged 141
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Mstep: Class 2 contains 115812 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -8243514 nChanged 129
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Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -8243517 nChanged 105
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	Iteration 289Q: 3 clusters Score -8243540 nChanged 116
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Mstep: Class 2 contains 115795 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -8243570 nChanged 134
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Mstep: Class 2 contains 115789 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -8243570 nChanged 113
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Mstep: Class 2 contains 115776 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -8243579 nChanged 120
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Mstep: Class 2 contains 115756 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -8243580 nChanged 143
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Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 115749 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -8243598 nChanged 115
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Mstep: Class 2 contains 115762 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -8243588 nChanged 132
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Mstep: Class 2 contains 115774 members 
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	Iteration 297Q: 3 clusters Score -8243553 nChanged 128
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	Iteration 298Q: 3 clusters Score -8243554 nChanged 122
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	Iteration 299Q: 3 clusters Score -8243570 nChanged 111
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	Iteration 300F: 3 clusters Score -8243556 nChanged 127
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Mstep: Class 2 contains 115826 members 
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	Iteration 301Q: 3 clusters Score -8243560 nChanged 106
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	Iteration 303Q: 3 clusters Score -8243538 nChanged 88
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	Iteration 304Q: 3 clusters Score -8243534 nChanged 101
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	Iteration 305Q: 3 clusters Score -8243541 nChanged 93
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Mstep: Class 2 contains 115854 members 
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	Iteration 306Q: 3 clusters Score -8243517 nChanged 80
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	Iteration 307Q: 3 clusters Score -8243511 nChanged 82
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	Iteration 309Q: 3 clusters Score -8243493 nChanged 92
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	Iteration 310Q: 3 clusters Score -8243488 nChanged 87
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	Iteration 313Q: 3 clusters Score -8243485 nChanged 73
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	Iteration 314Q: 3 clusters Score -8243490 nChanged 101
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	Iteration 315Q: 3 clusters Score -8243460 nChanged 106
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	Iteration 316Q: 3 clusters Score -8243444 nChanged 98
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	Iteration 317Q: 3 clusters Score -8243418 nChanged 96
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	Iteration 318Q: 3 clusters Score -8243405 nChanged 94
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	Iteration 319Q: 3 clusters Score -8243398 nChanged 90
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	Iteration 320F: 3 clusters Score -8243386 nChanged 93
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	Iteration 321Q: 3 clusters Score -8243378 nChanged 99
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	Iteration 322Q: 3 clusters Score -8243380 nChanged 95
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	Iteration 323Q: 3 clusters Score -8243350 nChanged 96
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	Iteration 324Q: 3 clusters Score -8243333 nChanged 82
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	Iteration 325Q: 3 clusters Score -8243306 nChanged 72
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	Iteration 326Q: 3 clusters Score -8243305 nChanged 88
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	Iteration 327Q: 3 clusters Score -8243313 nChanged 96
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	Iteration 328Q: 3 clusters Score -8243304 nChanged 85
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	Iteration 329Q: 3 clusters Score -8243288 nChanged 81
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	Iteration 330Q: 3 clusters Score -8243292 nChanged 85
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	Iteration 331Q: 3 clusters Score -8243285 nChanged 68
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	Iteration 332Q: 3 clusters Score -8243274 nChanged 73
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	Iteration 333Q: 3 clusters Score -8243274 nChanged 66
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	Iteration 334Q: 3 clusters Score -8243273 nChanged 69
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	Iteration 335Q: 3 clusters Score -8243269 nChanged 75
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	Iteration 336Q: 3 clusters Score -8243272 nChanged 56
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	Iteration 337Q: 3 clusters Score -8243267 nChanged 54
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	Iteration 338Q: 3 clusters Score -8243266 nChanged 63
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	Iteration 339Q: 3 clusters Score -8243247 nChanged 66
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	Iteration 340F: 3 clusters Score -8243240 nChanged 72
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	Iteration 341Q: 3 clusters Score -8243238 nChanged 67
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	Iteration 342Q: 3 clusters Score -8243250 nChanged 67
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	Iteration 343Q: 3 clusters Score -8243231 nChanged 84
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	Iteration 344Q: 3 clusters Score -8243208 nChanged 83
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	Iteration 345Q: 3 clusters Score -8243212 nChanged 86
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	Iteration 346Q: 3 clusters Score -8243204 nChanged 87
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	Iteration 347Q: 3 clusters Score -8243192 nChanged 94
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	Iteration 348Q: 3 clusters Score -8243186 nChanged 67
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	Iteration 349Q: 3 clusters Score -8243176 nChanged 59
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	Iteration 350Q: 3 clusters Score -8243164 nChanged 43
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	Iteration 351Q: 3 clusters Score -8243159 nChanged 41
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	Iteration 352Q: 3 clusters Score -8243154 nChanged 46
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	Iteration 353Q: 3 clusters Score -8243145 nChanged 55
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	Iteration 354Q: 3 clusters Score -8243148 nChanged 44
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	Iteration 355Q: 3 clusters Score -8243146 nChanged 31
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	Iteration 356Q: 3 clusters Score -8243137 nChanged 19
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	Iteration 357Q: 3 clusters Score -8243130 nChanged 25
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	Iteration 358Q: 3 clusters Score -8243124 nChanged 20
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	Iteration 359Q: 3 clusters Score -8243129 nChanged 19
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	Iteration 360F: 3 clusters Score -8243114 nChanged 19
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	Iteration 361Q: 3 clusters Score -8243110 nChanged 9
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	Iteration 362Q: 3 clusters Score -8243115 nChanged 11
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	Iteration 363Q: 3 clusters Score -8243114 nChanged 20
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	Iteration 364Q: 3 clusters Score -8243108 nChanged 18
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	Iteration 365Q: 3 clusters Score -8243098 nChanged 17
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	Iteration 366Q: 3 clusters Score -8243094 nChanged 23
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	Iteration 367Q: 3 clusters Score -8243096 nChanged 30
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	Iteration 368Q: 3 clusters Score -8243092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 115796 members 
Entering Unmasked Estep 
Score: -8243088.000000 Penalty: 1094.229248
	Iteration 369Q: 3 clusters Score -8243088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 115811 members 
Entering Unmasked Estep 
Score: -8243085.500000 Penalty: 1094.229248
	Iteration 370Q: 3 clusters Score -8243086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 115820 members 
Entering Unmasked Estep 
Score: -8243081.000000 Penalty: 1094.229248
	Iteration 371Q: 3 clusters Score -8243081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 115812 members 
Entering Unmasked Estep 
Score: -8243083.000000 Penalty: 1094.229248
	Iteration 372Q: 3 clusters Score -8243083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 115807 members 
Entering Unmasked Estep 
Score: -8243090.000000 Penalty: 1094.229248
	Iteration 373Q: 3 clusters Score -8243090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 115803 members 
Entering Unmasked Estep 
Score: -8243091.500000 Penalty: 1094.229248
	Iteration 374Q: 3 clusters Score -8243092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 115798 members 
Entering Unmasked Estep 
Score: -8243074.500000 Penalty: 1094.229248
	Iteration 375Q: 3 clusters Score -8243074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 115795 members 
Entering Unmasked Estep 
Score: -8243074.000000 Penalty: 1094.229248
	Iteration 376Q: 3 clusters Score -8243074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 115794 members 
Entering Unmasked Estep 
Score: -8243067.000000 Penalty: 1094.229248
	Iteration 377Q: 3 clusters Score -8243067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 115790 members 
Entering Unmasked Estep 
Score: -8243051.000000 Penalty: 1094.229248
	Iteration 378Q: 3 clusters Score -8243051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 115792 members 
Entering Unmasked Estep 
Score: -8243061.000000 Penalty: 1094.229248
	Iteration 379Q: 3 clusters Score -8243061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 115798 members 
Entering Unmasked Estep 
Score: -8243060.500000 Penalty: 1094.229248
	Iteration 380F: 3 clusters Score -8243060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 115797 members 
Entering Unmasked Estep 
Score: -8243059.500000 Penalty: 1094.229248
	Iteration 381Q: 3 clusters Score -8243060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 115798 members 
Entering Unmasked Estep 
Score: -8243063.500000 Penalty: 1094.229248
	Iteration 382Q: 3 clusters Score -8243064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 115797 members 
Entering Unmasked Estep 
Score: -8243063.000000 Penalty: 1094.229248
	Iteration 383Q: 3 clusters Score -8243063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 115799 members 
Entering Unmasked Estep 
Score: -8243055.500000 Penalty: 1094.229248
	Iteration 384Q: 3 clusters Score -8243056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -8243055.500000 Penalty: 1094.229248
	Iteration 385Q: 3 clusters Score -8243056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 115808 members 
Entering Unmasked Estep 
Score: -8243061.500000 Penalty: 1094.229248
	Iteration 386Q: 3 clusters Score -8243062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 115822 members 
Entering Unmasked Estep 
Score: -8243050.500000 Penalty: 1094.229248
	Iteration 387Q: 3 clusters Score -8243050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 115826 members 
Entering Unmasked Estep 
Score: -8243055.000000 Penalty: 1094.229248
	Iteration 388Q: 3 clusters Score -8243055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
Score: -8243052.000000 Penalty: 1094.229248
	Iteration 389Q: 3 clusters Score -8243052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 115822 members 
Entering Unmasked Estep 
Score: -8243049.500000 Penalty: 1094.229248
	Iteration 390Q: 3 clusters Score -8243050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 115819 members 
Entering Unmasked Estep 
Score: -8243045.000000 Penalty: 1094.229248
	Iteration 391Q: 3 clusters Score -8243045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 115817 members 
Entering Unmasked Estep 
Score: -8243046.500000 Penalty: 1094.229248
	Iteration 392Q: 3 clusters Score -8243046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 115815 members 
Entering Unmasked Estep 
Score: -8243040.000000 Penalty: 1094.229248
	Iteration 393Q: 3 clusters Score -8243040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 115816 members 
Entering Unmasked Estep 
Score: -8243043.500000 Penalty: 1094.229248
	Iteration 394Q: 3 clusters Score -8243044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 115818 members 
Entering Unmasked Estep 
Score: -8243048.500000 Penalty: 1094.229248
	Iteration 395Q: 3 clusters Score -8243048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 115818 members 
Entering Unmasked Estep 
Score: -8243042.500000 Penalty: 1094.229248
	Iteration 396Q: 3 clusters Score -8243042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 115815 members 
Entering Unmasked Estep 
Score: -8243036.000000 Penalty: 1094.229248
	Iteration 397Q: 3 clusters Score -8243036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 115818 members 
Entering Unmasked Estep 
Score: -8243039.000000 Penalty: 1094.229248
	Iteration 398Q: 3 clusters Score -8243039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 115820 members 
Entering Unmasked Estep 
Score: -8243043.500000 Penalty: 1094.229248
	Iteration 399Q: 3 clusters Score -8243044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 115821 members 
Entering Unmasked Estep 
Score: -8243041.000000 Penalty: 1094.229248
	Iteration 400F: 3 clusters Score -8243041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 115820 members 
Entering Unmasked Estep 
Score: -8243039.500000 Penalty: 1094.229248
	Iteration 401Q: 3 clusters Score -8243040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 115820 members 
Entering Unmasked Estep 
Score: -8243039.500000 Penalty: 1094.229248
	Iteration 402F: 3 clusters Score -8243040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -13795.990234 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -13795.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -13257.080078 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -13257.08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -13827.735352 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -13827.74 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14000.497070 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -14000.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14098.838867 Penalty: 585.543701
	Iteration 3F: 3 clusters Score -14098.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14184.868164 Penalty: 585.543701
	Iteration 4F: 3 clusters Score -14184.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -14302.047852 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -14302.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14361.133789 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -14361.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14435.819336 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -14435.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14468.029297 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -14468.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14504.706055 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -14504.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14585.860352 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -14585.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14663.447266 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -14663.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14766.906250 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -14766.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14902.310547 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -14902.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15120.988281 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -15120.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15257.997070 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -15258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15375.653320 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -15375.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15447.416016 Penalty: 585.543701
	Iteration 17Q: 3 clusters Score -15447.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15552.467773 Penalty: 585.543701
	Iteration 18Q: 3 clusters Score -15552.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15580.709961 Penalty: 585.543701
	Iteration 19Q: 3 clusters Score -15580.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15596.338867 Penalty: 585.543701
	Iteration 20F: 3 clusters Score -15596.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15679.750977 Penalty: 585.543701
	Iteration 21Q: 3 clusters Score -15679.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15679.750977 Penalty: 585.543701
	Iteration 22F: 3 clusters Score -15679.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 521 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 230482 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 102 members 
Entering Unmasked Estep 
Score: -90504064.000000 Penalty: 19121.310547
Splitting cluster 4 changes total score from -90505192.000000 to -90504064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -38956.574219 Penalty: 304.658844
	Iteration 0F: 2 clusters Score -38956.57 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 377 members 
Entering Unmasked Estep 
Score: -38263.722656 Penalty: 609.317688
	Iteration 0F: 3 clusters Score -38263.72 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38461.914062 Penalty: 609.317688
	Iteration 1F: 3 clusters Score -38461.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38510.867188 Penalty: 609.317688
	Iteration 2F: 3 clusters Score -38510.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38541.917969 Penalty: 609.317688
	Iteration 3F: 3 clusters Score -38541.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38575.886719 Penalty: 609.317688
	Iteration 4Q: 3 clusters Score -38575.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38618.167969 Penalty: 609.317688
	Iteration 5F: 3 clusters Score -38618.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38660.804688 Penalty: 609.317688
	Iteration 6Q: 3 clusters Score -38660.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38681.804688 Penalty: 609.317688
	Iteration 7Q: 3 clusters Score -38681.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38702.308594 Penalty: 609.317688
	Iteration 8Q: 3 clusters Score -38702.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38714.570312 Penalty: 609.317688
	Iteration 9Q: 3 clusters Score -38714.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38724.605469 Penalty: 609.317688
	Iteration 10Q: 3 clusters Score -38724.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38730.945312 Penalty: 609.317688
	Iteration 11Q: 3 clusters Score -38730.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38734.566406 Penalty: 609.317688
	Iteration 12Q: 3 clusters Score -38734.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38736.382812 Penalty: 609.317688
	Iteration 13Q: 3 clusters Score -38736.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38738.445312 Penalty: 609.317688
	Iteration 14Q: 3 clusters Score -38738.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38741.992188 Penalty: 609.317688
	Iteration 15Q: 3 clusters Score -38741.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38744.562500 Penalty: 609.317688
	Iteration 16Q: 3 clusters Score -38744.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38746.050781 Penalty: 609.317688
	Iteration 17Q: 3 clusters Score -38746.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38752.839844 Penalty: 609.317688
	Iteration 18Q: 3 clusters Score -38752.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -38755.312500 Penalty: 609.317688
	Iteration 19Q: 3 clusters Score -38755.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38758.398438 Penalty: 609.317688
	Iteration 20F: 3 clusters Score -38758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38759.703125 Penalty: 609.317688
	Iteration 21Q: 3 clusters Score -38759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38760.433594 Penalty: 609.317688
	Iteration 22Q: 3 clusters Score -38760.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38760.433594 Penalty: 609.317688
	Iteration 23F: 3 clusters Score -38760.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -104431.750000 Penalty: 353.198120
	Iteration 0F: 2 clusters Score -104431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -102774.937500 Penalty: 706.396240
	Iteration 0F: 3 clusters Score -102774.9 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -103420.718750 Penalty: 706.396240
	Iteration 1F: 3 clusters Score -103420.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -103604.906250 Penalty: 706.396240
	Iteration 2F: 3 clusters Score -103604.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -103851.515625 Penalty: 706.396240
	Iteration 3F: 3 clusters Score -103851.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -104076.382812 Penalty: 706.396240
	Iteration 4F: 3 clusters Score -104076.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -104228.632812 Penalty: 706.396240
	Iteration 5F: 3 clusters Score -104228.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -104301.968750 Penalty: 706.396240
	Iteration 6Q: 3 clusters Score -104302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -104353.218750 Penalty: 706.396240
	Iteration 7Q: 3 clusters Score -104353.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -104391.281250 Penalty: 706.396240
	Iteration 8Q: 3 clusters Score -104391.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -104416.507812 Penalty: 706.396240
	Iteration 9Q: 3 clusters Score -104416.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -104435.992188 Penalty: 706.396240
	Iteration 10Q: 3 clusters Score -104436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -104447.257812 Penalty: 706.396240
	Iteration 11Q: 3 clusters Score -104447.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -104456.375000 Penalty: 706.396240
	Iteration 12Q: 3 clusters Score -104456.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -104464.218750 Penalty: 706.396240
	Iteration 13Q: 3 clusters Score -104464.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -104471.593750 Penalty: 706.396240
	Iteration 14Q: 3 clusters Score -104471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -104478.148438 Penalty: 706.396240
	Iteration 15Q: 3 clusters Score -104478.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -104486.554688 Penalty: 706.396240
	Iteration 16Q: 3 clusters Score -104486.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -104497.359375 Penalty: 706.396240
	Iteration 17Q: 3 clusters Score -104497.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -104507.007812 Penalty: 706.396240
	Iteration 18Q: 3 clusters Score -104507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -104512.617188 Penalty: 706.396240
	Iteration 19Q: 3 clusters Score -104512.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -104514.953125 Penalty: 706.396240
	Iteration 20F: 3 clusters Score -104515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -104516.398438 Penalty: 706.396240
	Iteration 21Q: 3 clusters Score -104516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -104517.710938 Penalty: 706.396240
	Iteration 22Q: 3 clusters Score -104517.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -104521.789062 Penalty: 706.396240
	Iteration 23Q: 3 clusters Score -104521.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -104524.187500 Penalty: 706.396240
	Iteration 24Q: 3 clusters Score -104524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -104525.398438 Penalty: 706.396240
	Iteration 25Q: 3 clusters Score -104525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -104526.617188 Penalty: 706.396240
	Iteration 26Q: 3 clusters Score -104526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -104526.789062 Penalty: 706.396240
	Iteration 27Q: 3 clusters Score -104526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -104527.148438 Penalty: 706.396240
	Iteration 28Q: 3 clusters Score -104527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -104527.523438 Penalty: 706.396240
	Iteration 29Q: 3 clusters Score -104527.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -104527.523438 Penalty: 706.396240
	Iteration 30Q: 3 clusters Score -104527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -104528.351562 Penalty: 706.396240
	Iteration 31Q: 3 clusters Score -104528.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -104529.132812 Penalty: 706.396240
	Iteration 32Q: 3 clusters Score -104529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -104530.289062 Penalty: 706.396240
	Iteration 33Q: 3 clusters Score -104530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -104530.734375 Penalty: 706.396240
	Iteration 34Q: 3 clusters Score -104530.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -104531.429688 Penalty: 706.396240
	Iteration 35Q: 3 clusters Score -104531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -104531.867188 Penalty: 706.396240
	Iteration 36Q: 3 clusters Score -104531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -104531.867188 Penalty: 706.396240
	Iteration 37F: 3 clusters Score -104531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 230482 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 1079 members 
Entering Unmasked Estep 
Score: -90502280.000000 Penalty: 19121.310547
Splitting cluster 6 changes total score from -90505192.000000 to -90502280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (220190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220190 members 
Entering Unmasked Estep 
Score: -10352190.000000 Penalty: 559.752197
	Iteration 0F: 2 clusters Score -1.035219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 109722 members 
Entering Unmasked Estep 
Score: -10206284.000000 Penalty: 1119.504395
	Iteration 0F: 3 clusters Score -1.020628e+07 nChanged 108502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118640 members 
Mstep: Class 2 contains 101550 members 
Entering Unmasked Estep 
Score: -10272727.000000 Penalty: 1119.504395
	Iteration 1F: 3 clusters Score -1.027273e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122770 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -10275951.000000 Penalty: 1119.504395
	Iteration 2Q: 3 clusters Score -1.027595e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129256 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -10280723.000000 Penalty: 1119.504395
	Iteration 3Q: 3 clusters Score -1.028072e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138742 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -10288043.000000 Penalty: 1119.504395
	Iteration 4F: 3 clusters Score -1.028804e+07 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151811 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -10298112.000000 Penalty: 1119.504395
	Iteration 5F: 3 clusters Score -1.029811e+07 nChanged 15979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167622 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -10311107.000000 Penalty: 1119.504395
	Iteration 6F: 3 clusters Score -1.031111e+07 nChanged 16593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184211 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -10325113.000000 Penalty: 1119.504395
	Iteration 7F: 3 clusters Score -1.032511e+07 nChanged 14232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198443 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -10337065.000000 Penalty: 1119.504395
	Iteration 8F: 3 clusters Score -1.033706e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208492 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -10345455.000000 Penalty: 1119.504395
	Iteration 9Q: 3 clusters Score -1.034546e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214611 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -10349318.000000 Penalty: 1119.504395
	Iteration 10Q: 3 clusters Score -1.034932e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217629 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -10350764.000000 Penalty: 1119.504395
	Iteration 11Q: 3 clusters Score -1.035076e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219012 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10351379.000000 Penalty: 1119.504395
	Iteration 12Q: 3 clusters Score -1.035138e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219612 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10351578.000000 Penalty: 1119.504395
	Iteration 13Q: 3 clusters Score -1.035158e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219863 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10351685.000000 Penalty: 1119.504395
	Iteration 14Q: 3 clusters Score -1.035168e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219963 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10351684.000000 Penalty: 1119.504395
	Iteration 15Q: 3 clusters Score -1.035168e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220007 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10351710.000000 Penalty: 1119.504395
	Iteration 16Q: 3 clusters Score -1.035171e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220032 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10351730.000000 Penalty: 1119.504395
	Iteration 17Q: 3 clusters Score -1.035173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220047 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10351751.000000 Penalty: 1119.504395
	Iteration 18Q: 3 clusters Score -1.035175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220061 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10351755.000000 Penalty: 1119.504395
	Iteration 19Q: 3 clusters Score -1.035176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220066 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10351757.000000 Penalty: 1119.504395
	Iteration 20F: 3 clusters Score -1.035176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220067 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10351762.000000 Penalty: 1119.504395
	Iteration 21Q: 3 clusters Score -1.035176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220068 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10351764.000000 Penalty: 1119.504395
	Iteration 22Q: 3 clusters Score -1.035176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220068 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10351764.000000 Penalty: 1119.504395
	Iteration 23Q: 3 clusters Score -1.035176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220070 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10351767.000000 Penalty: 1119.504395
	Iteration 24Q: 3 clusters Score -1.035177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220068 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10351767.000000 Penalty: 1119.504395
	Iteration 25Q: 3 clusters Score -1.035177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220066 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10351769.000000 Penalty: 1119.504395
	Iteration 26Q: 3 clusters Score -1.035177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220065 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10351765.000000 Penalty: 1119.504395
	Iteration 27Q: 3 clusters Score -1.035176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220065 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10351765.000000 Penalty: 1119.504395
	Iteration 28F: 3 clusters Score -1.035176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (271925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271925 members 
Entering Unmasked Estep 
Score: -13501801.000000 Penalty: 569.354309
	Iteration 0F: 2 clusters Score -1.35018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136112 members 
Mstep: Class 2 contains 135813 members 
Entering Unmasked Estep 
Score: -13370095.000000 Penalty: 1138.708618
	Iteration 0F: 3 clusters Score -1.33701e+07 nChanged 133918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153276 members 
Mstep: Class 2 contains 118649 members 
Entering Unmasked Estep 
Score: -13455242.000000 Penalty: 1138.708618
	Iteration 1F: 3 clusters Score -1.345524e+07 nChanged 13833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162781 members 
Mstep: Class 2 contains 109144 members 
Entering Unmasked Estep 
Score: -13463172.000000 Penalty: 1138.708618
	Iteration 2F: 3 clusters Score -1.346317e+07 nChanged 15293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174674 members 
Mstep: Class 2 contains 97251 members 
Entering Unmasked Estep 
Score: -13477005.000000 Penalty: 1138.708618
	Iteration 3F: 3 clusters Score -1.3477e+07 nChanged 16443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187515 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -13492183.000000 Penalty: 1138.708618
	Iteration 4F: 3 clusters Score -1.349218e+07 nChanged 16737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197866 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -13506470.000000 Penalty: 1138.708618
	Iteration 5F: 3 clusters Score -1.350647e+07 nChanged 15242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202236 members 
Mstep: Class 2 contains 69689 members 
Entering Unmasked Estep 
Score: -13515477.000000 Penalty: 1138.708618
	Iteration 6F: 3 clusters Score -1.351548e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203359 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -13518052.000000 Penalty: 1138.708618
	Iteration 7Q: 3 clusters Score -1.351805e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203679 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -13518472.000000 Penalty: 1138.708618
	Iteration 8Q: 3 clusters Score -1.351847e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203588 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -13518636.000000 Penalty: 1138.708618
	Iteration 9Q: 3 clusters Score -1.351864e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203042 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -13518878.000000 Penalty: 1138.708618
	Iteration 10Q: 3 clusters Score -1.351888e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202087 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
Score: -13519301.000000 Penalty: 1138.708618
	Iteration 11Q: 3 clusters Score -1.35193e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200677 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -13519830.000000 Penalty: 1138.708618
	Iteration 12Q: 3 clusters Score -1.351983e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198966 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -13520357.000000 Penalty: 1138.708618
	Iteration 13Q: 3 clusters Score -1.352036e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196844 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -13520824.000000 Penalty: 1138.708618
	Iteration 14Q: 3 clusters Score -1.352082e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194345 members 
Mstep: Class 2 contains 77580 members 
Entering Unmasked Estep 
Score: -13521478.000000 Penalty: 1138.708618
	Iteration 15Q: 3 clusters Score -1.352148e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191526 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -13522040.000000 Penalty: 1138.708618
	Iteration 16Q: 3 clusters Score -1.352204e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188522 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -13522362.000000 Penalty: 1138.708618
	Iteration 17Q: 3 clusters Score -1.352236e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185408 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
Score: -13522577.000000 Penalty: 1138.708618
	Iteration 18Q: 3 clusters Score -1.352258e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -13522624.000000 Penalty: 1138.708618
	Iteration 19Q: 3 clusters Score -1.352262e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179099 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -13522238.000000 Penalty: 1138.708618
	Iteration 20F: 3 clusters Score -1.352224e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -13521528.000000 Penalty: 1138.708618
	Iteration 21Q: 3 clusters Score -1.352153e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171274 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -13520457.000000 Penalty: 1138.708618
	Iteration 22Q: 3 clusters Score -1.352046e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166843 members 
Mstep: Class 2 contains 105082 members 
Entering Unmasked Estep 
Score: -13518851.000000 Penalty: 1138.708618
	Iteration 23Q: 3 clusters Score -1.351885e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162398 members 
Mstep: Class 2 contains 109527 members 
Entering Unmasked Estep 
Score: -13516846.000000 Penalty: 1138.708618
	Iteration 24Q: 3 clusters Score -1.351685e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157671 members 
Mstep: Class 2 contains 114254 members 
Entering Unmasked Estep 
Score: -13516159.000000 Penalty: 1138.708618
	Iteration 25Q: 3 clusters Score -1.351616e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152580 members 
Mstep: Class 2 contains 119345 members 
Entering Unmasked Estep 
Score: -13517047.000000 Penalty: 1138.708618
	Iteration 26Q: 3 clusters Score -1.351705e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147491 members 
Mstep: Class 2 contains 124434 members 
Entering Unmasked Estep 
Score: -13517985.000000 Penalty: 1138.708618
	Iteration 27Q: 3 clusters Score -1.351798e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142564 members 
Mstep: Class 2 contains 129361 members 
Entering Unmasked Estep 
Score: -13519168.000000 Penalty: 1138.708618
	Iteration 28Q: 3 clusters Score -1.351917e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137684 members 
Mstep: Class 2 contains 134241 members 
Entering Unmasked Estep 
Score: -13520451.000000 Penalty: 1138.708618
	Iteration 29Q: 3 clusters Score -1.352045e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132979 members 
Mstep: Class 2 contains 138946 members 
Entering Unmasked Estep 
Score: -13521452.000000 Penalty: 1138.708618
	Iteration 30Q: 3 clusters Score -1.352145e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128603 members 
Mstep: Class 2 contains 143322 members 
Entering Unmasked Estep 
Score: -13522536.000000 Penalty: 1138.708618
	Iteration 31Q: 3 clusters Score -1.352254e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124555 members 
Mstep: Class 2 contains 147370 members 
Entering Unmasked Estep 
Score: -13523420.000000 Penalty: 1138.708618
	Iteration 32Q: 3 clusters Score -1.352342e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120802 members 
Mstep: Class 2 contains 151123 members 
Entering Unmasked Estep 
Score: -13524331.000000 Penalty: 1138.708618
	Iteration 33Q: 3 clusters Score -1.352433e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117596 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -13524986.000000 Penalty: 1138.708618
	Iteration 34Q: 3 clusters Score -1.352499e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 156824 members 
Entering Unmasked Estep 
Score: -13525407.000000 Penalty: 1138.708618
	Iteration 35Q: 3 clusters Score -1.352541e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113210 members 
Mstep: Class 2 contains 158715 members 
Entering Unmasked Estep 
Score: -13525531.000000 Penalty: 1138.708618
	Iteration 36Q: 3 clusters Score -1.352553e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111771 members 
Mstep: Class 2 contains 160154 members 
Entering Unmasked Estep 
Score: -13525706.000000 Penalty: 1138.708618
	Iteration 37Q: 3 clusters Score -1.352571e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -13526489.000000 Penalty: 1138.708618
	Iteration 38Q: 3 clusters Score -1.352649e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109784 members 
Mstep: Class 2 contains 162141 members 
Entering Unmasked Estep 
Score: -13526922.000000 Penalty: 1138.708618
	Iteration 39Q: 3 clusters Score -1.352692e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 162836 members 
Entering Unmasked Estep 
Score: -13527871.000000 Penalty: 1138.708618
	Iteration 40F: 3 clusters Score -1.352787e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107682 members 
Mstep: Class 2 contains 164243 members 
Entering Unmasked Estep 
Score: -13528959.000000 Penalty: 1138.708618
	Iteration 41Q: 3 clusters Score -1.352896e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 165674 members 
Entering Unmasked Estep 
Score: -13529882.000000 Penalty: 1138.708618
	Iteration 42Q: 3 clusters Score -1.352988e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104712 members 
Mstep: Class 2 contains 167213 members 
Entering Unmasked Estep 
Score: -13530898.000000 Penalty: 1138.708618
	Iteration 43Q: 3 clusters Score -1.35309e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Mstep: Class 2 contains 168930 members 
Entering Unmasked Estep 
Score: -13531839.000000 Penalty: 1138.708618
	Iteration 44Q: 3 clusters Score -1.353184e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 171050 members 
Entering Unmasked Estep 
Score: -13533118.000000 Penalty: 1138.708618
	Iteration 45Q: 3 clusters Score -1.353312e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 173527 members 
Entering Unmasked Estep 
Score: -13534349.000000 Penalty: 1138.708618
	Iteration 46Q: 3 clusters Score -1.353435e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95236 members 
Mstep: Class 2 contains 176689 members 
Entering Unmasked Estep 
Score: -13535722.000000 Penalty: 1138.708618
	Iteration 47Q: 3 clusters Score -1.353572e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90946 members 
Mstep: Class 2 contains 180979 members 
Entering Unmasked Estep 
Score: -13537424.000000 Penalty: 1138.708618
	Iteration 48Q: 3 clusters Score -1.353742e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 186743 members 
Entering Unmasked Estep 
Score: -13539308.000000 Penalty: 1138.708618
	Iteration 49Q: 3 clusters Score -1.353931e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77463 members 
Mstep: Class 2 contains 194462 members 
Entering Unmasked Estep 
Score: -13541001.000000 Penalty: 1138.708618
	Iteration 50Q: 3 clusters Score -1.3541e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 203899 members 
Entering Unmasked Estep 
Score: -13541420.000000 Penalty: 1138.708618
	Iteration 51Q: 3 clusters Score -1.354142e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 215498 members 
Entering Unmasked Estep 
Score: -13538659.000000 Penalty: 1138.708618
	Iteration 52Q: 3 clusters Score -1.353866e+07 nChanged 14800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 230298 members 
Entering Unmasked Estep 
Score: -13531638.000000 Penalty: 1138.708618
	Iteration 53F: 3 clusters Score -1.353164e+07 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 245235 members 
Entering Unmasked Estep 
Score: -13522481.000000 Penalty: 1138.708618
	Iteration 54F: 3 clusters Score -1.352248e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 256714 members 
Entering Unmasked Estep 
Score: -13514433.000000 Penalty: 1138.708618
	Iteration 55Q: 3 clusters Score -1.351443e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 263443 members 
Entering Unmasked Estep 
Score: -13509798.000000 Penalty: 1138.708618
	Iteration 56Q: 3 clusters Score -1.35098e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 266476 members 
Entering Unmasked Estep 
Score: -13507525.000000 Penalty: 1138.708618
	Iteration 57Q: 3 clusters Score -1.350752e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 267891 members 
Entering Unmasked Estep 
Score: -13506415.000000 Penalty: 1138.708618
	Iteration 58Q: 3 clusters Score -1.350642e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 268629 members 
Entering Unmasked Estep 
Score: -13505666.000000 Penalty: 1138.708618
	Iteration 59Q: 3 clusters Score -1.350567e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 269103 members 
Entering Unmasked Estep 
Score: -13505152.000000 Penalty: 1138.708618
	Iteration 60F: 3 clusters Score -1.350515e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 269468 members 
Entering Unmasked Estep 
Score: -13504728.000000 Penalty: 1138.708618
	Iteration 61Q: 3 clusters Score -1.350473e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 269732 members 
Entering Unmasked Estep 
Score: -13504490.000000 Penalty: 1138.708618
	Iteration 62Q: 3 clusters Score -1.350449e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 269918 members 
Entering Unmasked Estep 
Score: -13504241.000000 Penalty: 1138.708618
	Iteration 63Q: 3 clusters Score -1.350424e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 270063 members 
Entering Unmasked Estep 
Score: -13504088.000000 Penalty: 1138.708618
	Iteration 64Q: 3 clusters Score -1.350409e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 270186 members 
Entering Unmasked Estep 
Score: -13503977.000000 Penalty: 1138.708618
	Iteration 65Q: 3 clusters Score -1.350398e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 270280 members 
Entering Unmasked Estep 
Score: -13503912.000000 Penalty: 1138.708618
	Iteration 66Q: 3 clusters Score -1.350391e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 270351 members 
Entering Unmasked Estep 
Score: -13503820.000000 Penalty: 1138.708618
	Iteration 67Q: 3 clusters Score -1.350382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 270405 members 
Entering Unmasked Estep 
Score: -13503749.000000 Penalty: 1138.708618
	Iteration 68Q: 3 clusters Score -1.350375e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 270450 members 
Entering Unmasked Estep 
Score: -13503700.000000 Penalty: 1138.708618
	Iteration 69Q: 3 clusters Score -1.35037e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 270490 members 
Entering Unmasked Estep 
Score: -13503649.000000 Penalty: 1138.708618
	Iteration 70Q: 3 clusters Score -1.350365e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 270534 members 
Entering Unmasked Estep 
Score: -13503607.000000 Penalty: 1138.708618
	Iteration 71Q: 3 clusters Score -1.350361e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 270571 members 
Entering Unmasked Estep 
Score: -13503576.000000 Penalty: 1138.708618
	Iteration 72Q: 3 clusters Score -1.350358e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 270607 members 
Entering Unmasked Estep 
Score: -13503534.000000 Penalty: 1138.708618
	Iteration 73Q: 3 clusters Score -1.350353e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 270638 members 
Entering Unmasked Estep 
Score: -13503520.000000 Penalty: 1138.708618
	Iteration 74Q: 3 clusters Score -1.350352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 270670 members 
Entering Unmasked Estep 
Score: -13503481.000000 Penalty: 1138.708618
	Iteration 75Q: 3 clusters Score -1.350348e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 270691 members 
Entering Unmasked Estep 
Score: -13503464.000000 Penalty: 1138.708618
	Iteration 76Q: 3 clusters Score -1.350346e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 270712 members 
Entering Unmasked Estep 
Score: -13503433.000000 Penalty: 1138.708618
	Iteration 77Q: 3 clusters Score -1.350343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 270724 members 
Entering Unmasked Estep 
Score: -13503429.000000 Penalty: 1138.708618
	Iteration 78Q: 3 clusters Score -1.350343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 270732 members 
Entering Unmasked Estep 
Score: -13503421.000000 Penalty: 1138.708618
	Iteration 79Q: 3 clusters Score -1.350342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 270738 members 
Entering Unmasked Estep 
Score: -13503420.000000 Penalty: 1138.708618
	Iteration 80F: 3 clusters Score -1.350342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 270746 members 
Entering Unmasked Estep 
Score: -13503416.000000 Penalty: 1138.708618
	Iteration 81Q: 3 clusters Score -1.350342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 270750 members 
Entering Unmasked Estep 
Score: -13503397.000000 Penalty: 1138.708618
	Iteration 82Q: 3 clusters Score -1.35034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 270754 members 
Entering Unmasked Estep 
Score: -13503398.000000 Penalty: 1138.708618
	Iteration 83Q: 3 clusters Score -1.35034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 270761 members 
Entering Unmasked Estep 
Score: -13503392.000000 Penalty: 1138.708618
	Iteration 84Q: 3 clusters Score -1.350339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 270770 members 
Entering Unmasked Estep 
Score: -13503385.000000 Penalty: 1138.708618
	Iteration 85Q: 3 clusters Score -1.350338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 270774 members 
Entering Unmasked Estep 
Score: -13503384.000000 Penalty: 1138.708618
	Iteration 86Q: 3 clusters Score -1.350338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 270777 members 
Entering Unmasked Estep 
Score: -13503380.000000 Penalty: 1138.708618
	Iteration 87Q: 3 clusters Score -1.350338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 270778 members 
Entering Unmasked Estep 
Score: -13503385.000000 Penalty: 1138.708618
	Iteration 88Q: 3 clusters Score -1.350338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 270778 members 
Entering Unmasked Estep 
Score: -13503385.000000 Penalty: 1138.708618
	Iteration 89F: 3 clusters Score -1.350338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 1147 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 230482 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 270778 members 
Entering Unmasked Estep 
Score: -90503776.000000 Penalty: 19121.310547
Splitting cluster 8 changes total score from -90505192.000000 to -90503776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (39682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Entering Unmasked Estep 
Score: -1857006.125000 Penalty: 481.783691
	Iteration 0F: 2 clusters Score -1857006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1830472.250000 Penalty: 963.567383
	Iteration 0F: 3 clusters Score -1830472 nChanged 19078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1842625.875000 Penalty: 963.567383
	Iteration 1F: 3 clusters Score -1842626 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1844346.500000 Penalty: 963.567383
	Iteration 2F: 3 clusters Score -1844346 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1846865.875000 Penalty: 963.567383
	Iteration 3F: 3 clusters Score -1846866 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1850191.625000 Penalty: 963.567383
	Iteration 4F: 3 clusters Score -1850192 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1853143.875000 Penalty: 963.567383
	Iteration 5F: 3 clusters Score -1853144 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1854892.500000 Penalty: 963.567383
	Iteration 6Q: 3 clusters Score -1854892 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1855866.125000 Penalty: 963.567383
	Iteration 7Q: 3 clusters Score -1855866 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1856411.750000 Penalty: 963.567383
	Iteration 8Q: 3 clusters Score -1856412 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1856674.625000 Penalty: 963.567383
	Iteration 9Q: 3 clusters Score -1856675 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1856841.875000 Penalty: 963.567383
	Iteration 10Q: 3 clusters Score -1856842 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1856925.500000 Penalty: 963.567383
	Iteration 11Q: 3 clusters Score -1856926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1856974.000000 Penalty: 963.567383
	Iteration 12Q: 3 clusters Score -1856974 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1857011.375000 Penalty: 963.567383
	Iteration 13Q: 3 clusters Score -1857011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1857049.875000 Penalty: 963.567383
	Iteration 14Q: 3 clusters Score -1857050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1857075.250000 Penalty: 963.567383
	Iteration 15Q: 3 clusters Score -1857075 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1857109.250000 Penalty: 963.567383
	Iteration 16Q: 3 clusters Score -1857109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1857139.250000 Penalty: 963.567383
	Iteration 17Q: 3 clusters Score -1857139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1857160.750000 Penalty: 963.567383
	Iteration 18Q: 3 clusters Score -1857161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1857177.625000 Penalty: 963.567383
	Iteration 19Q: 3 clusters Score -1857178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1857188.375000 Penalty: 963.567383
	Iteration 20F: 3 clusters Score -1857188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1857189.875000 Penalty: 963.567383
	Iteration 21Q: 3 clusters Score -1857190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1857194.750000 Penalty: 963.567383
	Iteration 22Q: 3 clusters Score -1857195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1857196.250000 Penalty: 963.567383
	Iteration 23Q: 3 clusters Score -1857196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1857195.250000 Penalty: 963.567383
	Iteration 24Q: 3 clusters Score -1857195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1857197.250000 Penalty: 963.567383
	Iteration 25Q: 3 clusters Score -1857197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1857198.375000 Penalty: 963.567383
	Iteration 26Q: 3 clusters Score -1857198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1857198.000000 Penalty: 963.567383
	Iteration 27Q: 3 clusters Score -1857198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1857198.125000 Penalty: 963.567383
	Iteration 28Q: 3 clusters Score -1857198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1857201.000000 Penalty: 963.567383
	Iteration 29Q: 3 clusters Score -1857201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1857204.750000 Penalty: 963.567383
	Iteration 30Q: 3 clusters Score -1857205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1857204.375000 Penalty: 963.567383
	Iteration 31Q: 3 clusters Score -1857204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1857204.500000 Penalty: 963.567383
	Iteration 32Q: 3 clusters Score -1857204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1857204.500000 Penalty: 963.567383
	Iteration 33F: 3 clusters Score -1857204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 38624 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 230482 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 1058 members 
Entering Unmasked Estep 
Score: -90502248.000000 Penalty: 19121.310547
Splitting cluster 9 changes total score from -90505192.000000 to -90502248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -59670.843750 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -59670.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -58664.335938 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -58664.34 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -58965.074219 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -58965.07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -59025.429688 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -59025.43 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -59074.496094 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -59074.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -59139.277344 Penalty: 651.919128
	Iteration 4F: 3 clusters Score -59139.28 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -59192.832031 Penalty: 651.919128
	Iteration 5F: 3 clusters Score -59192.83 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -59238.210938 Penalty: 651.919128
	Iteration 6Q: 3 clusters Score -59238.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -59275.761719 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -59275.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -59315.398438 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -59315.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -59347.222656 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -59347.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -59364.660156 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -59364.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -59373.875000 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -59373.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -59383.136719 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -59383.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -59390.421875 Penalty: 651.919128
	Iteration 13Q: 3 clusters Score -59390.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -59397.074219 Penalty: 651.919128
	Iteration 14Q: 3 clusters Score -59397.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -59400.007812 Penalty: 651.919128
	Iteration 15Q: 3 clusters Score -59400.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -59401.660156 Penalty: 651.919128
	Iteration 16Q: 3 clusters Score -59401.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -59405.093750 Penalty: 651.919128
	Iteration 17Q: 3 clusters Score -59405.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -59407.046875 Penalty: 651.919128
	Iteration 18Q: 3 clusters Score -59407.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -59407.609375 Penalty: 651.919128
	Iteration 19Q: 3 clusters Score -59407.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -59407.835938 Penalty: 651.919128
	Iteration 20F: 3 clusters Score -59407.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -59408.156250 Penalty: 651.919128
	Iteration 21Q: 3 clusters Score -59408.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -59408.402344 Penalty: 651.919128
	Iteration 22Q: 3 clusters Score -59408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -59409.023438 Penalty: 651.919128
	Iteration 23Q: 3 clusters Score -59409.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -59409.218750 Penalty: 651.919128
	Iteration 24Q: 3 clusters Score -59409.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -59409.218750 Penalty: 651.919128
	Iteration 25F: 3 clusters Score -59409.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Entering Unmasked Estep 
Score: -341219.031250 Penalty: 404.526215
	Iteration 0F: 2 clusters Score -341219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -336361.906250 Penalty: 809.052429
	Iteration 0F: 3 clusters Score -336361.9 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -338376.281250 Penalty: 809.052429
	Iteration 1F: 3 clusters Score -338376.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -338592.812500 Penalty: 809.052429
	Iteration 2F: 3 clusters Score -338592.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -338842.187500 Penalty: 809.052429
	Iteration 3F: 3 clusters Score -338842.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -339134.000000 Penalty: 809.052429
	Iteration 4F: 3 clusters Score -339134 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -339405.468750 Penalty: 809.052429
	Iteration 5F: 3 clusters Score -339405.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -339612.937500 Penalty: 809.052429
	Iteration 6Q: 3 clusters Score -339612.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -339799.062500 Penalty: 809.052429
	Iteration 7Q: 3 clusters Score -339799.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -339937.218750 Penalty: 809.052429
	Iteration 8Q: 3 clusters Score -339937.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -340023.343750 Penalty: 809.052429
	Iteration 9Q: 3 clusters Score -340023.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -340084.000000 Penalty: 809.052429
	Iteration 10Q: 3 clusters Score -340084 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -340127.250000 Penalty: 809.052429
	Iteration 11Q: 3 clusters Score -340127.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -340180.718750 Penalty: 809.052429
	Iteration 12Q: 3 clusters Score -340180.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -340227.593750 Penalty: 809.052429
	Iteration 13Q: 3 clusters Score -340227.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -340283.062500 Penalty: 809.052429
	Iteration 14Q: 3 clusters Score -340283.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -340333.218750 Penalty: 809.052429
	Iteration 15Q: 3 clusters Score -340333.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -340379.718750 Penalty: 809.052429
	Iteration 16Q: 3 clusters Score -340379.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -340428.468750 Penalty: 809.052429
	Iteration 17Q: 3 clusters Score -340428.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -340486.906250 Penalty: 809.052429
	Iteration 18Q: 3 clusters Score -340486.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -340545.968750 Penalty: 809.052429
	Iteration 19Q: 3 clusters Score -340546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -340607.093750 Penalty: 809.052429
	Iteration 20F: 3 clusters Score -340607.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -340689.562500 Penalty: 809.052429
	Iteration 21Q: 3 clusters Score -340689.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -340756.156250 Penalty: 809.052429
	Iteration 22Q: 3 clusters Score -340756.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -340807.250000 Penalty: 809.052429
	Iteration 23Q: 3 clusters Score -340807.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -340850.718750 Penalty: 809.052429
	Iteration 24Q: 3 clusters Score -340850.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -340877.062500 Penalty: 809.052429
	Iteration 25Q: 3 clusters Score -340877.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -340893.718750 Penalty: 809.052429
	Iteration 26Q: 3 clusters Score -340893.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -340906.562500 Penalty: 809.052429
	Iteration 27Q: 3 clusters Score -340906.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -340912.656250 Penalty: 809.052429
	Iteration 28Q: 3 clusters Score -340912.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -340917.062500 Penalty: 809.052429
	Iteration 29Q: 3 clusters Score -340917.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -340921.750000 Penalty: 809.052429
	Iteration 30Q: 3 clusters Score -340921.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -340926.906250 Penalty: 809.052429
	Iteration 31Q: 3 clusters Score -340926.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -340931.781250 Penalty: 809.052429
	Iteration 32Q: 3 clusters Score -340931.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -340938.625000 Penalty: 809.052429
	Iteration 33Q: 3 clusters Score -340938.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -340944.031250 Penalty: 809.052429
	Iteration 34Q: 3 clusters Score -340944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -340947.187500 Penalty: 809.052429
	Iteration 35Q: 3 clusters Score -340947.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -340950.125000 Penalty: 809.052429
	Iteration 36Q: 3 clusters Score -340950.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -340955.625000 Penalty: 809.052429
	Iteration 37Q: 3 clusters Score -340955.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -340958.718750 Penalty: 809.052429
	Iteration 38Q: 3 clusters Score -340958.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -340962.250000 Penalty: 809.052429
	Iteration 39Q: 3 clusters Score -340962.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -340968.218750 Penalty: 809.052429
	Iteration 40F: 3 clusters Score -340968.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -340973.375000 Penalty: 809.052429
	Iteration 41Q: 3 clusters Score -340973.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -340976.906250 Penalty: 809.052429
	Iteration 42Q: 3 clusters Score -340976.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -340981.093750 Penalty: 809.052429
	Iteration 43Q: 3 clusters Score -340981.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -340983.687500 Penalty: 809.052429
	Iteration 44Q: 3 clusters Score -340983.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -340986.187500 Penalty: 809.052429
	Iteration 45Q: 3 clusters Score -340986.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -340987.375000 Penalty: 809.052429
	Iteration 46Q: 3 clusters Score -340987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -340987.718750 Penalty: 809.052429
	Iteration 47Q: 3 clusters Score -340987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -340988.250000 Penalty: 809.052429
	Iteration 48Q: 3 clusters Score -340988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -340988.625000 Penalty: 809.052429
	Iteration 49Q: 3 clusters Score -340988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -340989.125000 Penalty: 809.052429
	Iteration 50Q: 3 clusters Score -340989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -340989.437500 Penalty: 809.052429
	Iteration 51Q: 3 clusters Score -340989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -340989.406250 Penalty: 809.052429
	Iteration 52Q: 3 clusters Score -340989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -340989.812500 Penalty: 809.052429
	Iteration 53Q: 3 clusters Score -340989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -340990.937500 Penalty: 809.052429
	Iteration 54Q: 3 clusters Score -340990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -340991.531250 Penalty: 809.052429
	Iteration 55Q: 3 clusters Score -340991.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -340991.937500 Penalty: 809.052429
	Iteration 56Q: 3 clusters Score -340991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -340992.031250 Penalty: 809.052429
	Iteration 57Q: 3 clusters Score -340992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -340992.406250 Penalty: 809.052429
	Iteration 58Q: 3 clusters Score -340992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -340992.593750 Penalty: 809.052429
	Iteration 59Q: 3 clusters Score -340992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -340993.062500 Penalty: 809.052429
	Iteration 60F: 3 clusters Score -340993.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -340993.156250 Penalty: 809.052429
	Iteration 61Q: 3 clusters Score -340993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -340993.156250 Penalty: 809.052429
	Iteration 62F: 3 clusters Score -340993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Entering Unmasked Estep 
Score: -2947283.000000 Penalty: 503.883331
	Iteration 0F: 2 clusters Score -2947283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -2904027.250000 Penalty: 1007.766663
	Iteration 0F: 3 clusters Score -2904027 nChanged 31273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -2922720.000000 Penalty: 1007.766663
	Iteration 1F: 3 clusters Score -2922720 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -2923601.000000 Penalty: 1007.766663
	Iteration 2Q: 3 clusters Score -2923601 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -2924767.750000 Penalty: 1007.766663
	Iteration 3Q: 3 clusters Score -2924768 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -2926528.000000 Penalty: 1007.766663
	Iteration 4F: 3 clusters Score -2926528 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -2929213.250000 Penalty: 1007.766663
	Iteration 5F: 3 clusters Score -2929213 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -2932814.000000 Penalty: 1007.766663
	Iteration 6F: 3 clusters Score -2932814 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -2935661.250000 Penalty: 1007.766663
	Iteration 7F: 3 clusters Score -2935661 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -2936996.000000 Penalty: 1007.766663
	Iteration 8Q: 3 clusters Score -2936996 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -2937634.500000 Penalty: 1007.766663
	Iteration 9Q: 3 clusters Score -2937634 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -2938164.250000 Penalty: 1007.766663
	Iteration 10Q: 3 clusters Score -2938164 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -2938720.250000 Penalty: 1007.766663
	Iteration 11Q: 3 clusters Score -2938720 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -2939289.500000 Penalty: 1007.766663
	Iteration 12Q: 3 clusters Score -2939290 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -2939952.000000 Penalty: 1007.766663
	Iteration 13Q: 3 clusters Score -2939952 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -2940660.750000 Penalty: 1007.766663
	Iteration 14Q: 3 clusters Score -2940661 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -2941404.250000 Penalty: 1007.766663
	Iteration 15Q: 3 clusters Score -2941404 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -2942176.000000 Penalty: 1007.766663
	Iteration 16Q: 3 clusters Score -2942176 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -2942962.750000 Penalty: 1007.766663
	Iteration 17Q: 3 clusters Score -2942963 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -2943703.250000 Penalty: 1007.766663
	Iteration 18Q: 3 clusters Score -2943703 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -2944420.000000 Penalty: 1007.766663
	Iteration 19Q: 3 clusters Score -2944420 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -2945070.000000 Penalty: 1007.766663
	Iteration 20F: 3 clusters Score -2945070 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -2945636.750000 Penalty: 1007.766663
	Iteration 21Q: 3 clusters Score -2945637 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -2946037.750000 Penalty: 1007.766663
	Iteration 22Q: 3 clusters Score -2946038 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -2946352.250000 Penalty: 1007.766663
	Iteration 23Q: 3 clusters Score -2946352 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -2946554.750000 Penalty: 1007.766663
	Iteration 24Q: 3 clusters Score -2946555 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -2946687.000000 Penalty: 1007.766663
	Iteration 25Q: 3 clusters Score -2946687 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 63761 members 
Entering Unmasked Estep 
Score: -2946762.250000 Penalty: 1007.766663
	Iteration 26Q: 3 clusters Score -2946762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -2946824.750000 Penalty: 1007.766663
	Iteration 27Q: 3 clusters Score -2946825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -2946891.000000 Penalty: 1007.766663
	Iteration 28Q: 3 clusters Score -2946891 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -2946953.500000 Penalty: 1007.766663
	Iteration 29Q: 3 clusters Score -2946954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -2947015.500000 Penalty: 1007.766663
	Iteration 30Q: 3 clusters Score -2947016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -2947102.000000 Penalty: 1007.766663
	Iteration 31Q: 3 clusters Score -2947102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -2947186.250000 Penalty: 1007.766663
	Iteration 32Q: 3 clusters Score -2947186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -2947258.250000 Penalty: 1007.766663
	Iteration 33Q: 3 clusters Score -2947258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -2947310.250000 Penalty: 1007.766663
	Iteration 34Q: 3 clusters Score -2947310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -2947363.000000 Penalty: 1007.766663
	Iteration 35Q: 3 clusters Score -2947363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -2947384.000000 Penalty: 1007.766663
	Iteration 36Q: 3 clusters Score -2947384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -2947397.000000 Penalty: 1007.766663
	Iteration 37Q: 3 clusters Score -2947397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -2947400.250000 Penalty: 1007.766663
	Iteration 38Q: 3 clusters Score -2947400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -2947401.750000 Penalty: 1007.766663
	Iteration 39Q: 3 clusters Score -2947402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -2947449.000000 Penalty: 1007.766663
	Iteration 40F: 3 clusters Score -2947449 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -2947484.000000 Penalty: 1007.766663
	Iteration 41Q: 3 clusters Score -2947484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -2947521.750000 Penalty: 1007.766663
	Iteration 42Q: 3 clusters Score -2947522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -2947545.000000 Penalty: 1007.766663
	Iteration 43Q: 3 clusters Score -2947545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -2947563.500000 Penalty: 1007.766663
	Iteration 44Q: 3 clusters Score -2947564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -2947575.000000 Penalty: 1007.766663
	Iteration 45Q: 3 clusters Score -2947575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -2947575.750000 Penalty: 1007.766663
	Iteration 46Q: 3 clusters Score -2947576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -2947583.250000 Penalty: 1007.766663
	Iteration 47Q: 3 clusters Score -2947583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -2947591.750000 Penalty: 1007.766663
	Iteration 48Q: 3 clusters Score -2947592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -2947597.500000 Penalty: 1007.766663
	Iteration 49Q: 3 clusters Score -2947598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -2947603.000000 Penalty: 1007.766663
	Iteration 50Q: 3 clusters Score -2947603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -2947605.000000 Penalty: 1007.766663
	Iteration 51Q: 3 clusters Score -2947605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -2947603.500000 Penalty: 1007.766663
	Iteration 52Q: 3 clusters Score -2947604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -2947602.750000 Penalty: 1007.766663
	Iteration 53Q: 3 clusters Score -2947603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -2947602.750000 Penalty: 1007.766663
	Iteration 54Q: 3 clusters Score -2947603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -2947601.250000 Penalty: 1007.766663
	Iteration 55Q: 3 clusters Score -2947601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -2947601.000000 Penalty: 1007.766663
	Iteration 56Q: 3 clusters Score -2947601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -2947601.000000 Penalty: 1007.766663
	Iteration 57F: 3 clusters Score -2947601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 230482 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 63540 members 
Entering Unmasked Estep 
Score: -90502808.000000 Penalty: 19121.310547
Splitting cluster 12 changes total score from -90505192.000000 to -90502808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -39963.457031 Penalty: 305.605072
	Iteration 0F: 2 clusters Score -39963.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39250.957031 Penalty: 611.210144
	Iteration 0F: 3 clusters Score -39250.96 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -39432.445312 Penalty: 611.210144
	Iteration 1F: 3 clusters Score -39432.45 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -39483.062500 Penalty: 611.210144
	Iteration 2F: 3 clusters Score -39483.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -39514.656250 Penalty: 611.210144
	Iteration 3Q: 3 clusters Score -39514.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -39546.792969 Penalty: 611.210144
	Iteration 4Q: 3 clusters Score -39546.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -39571.632812 Penalty: 611.210144
	Iteration 5Q: 3 clusters Score -39571.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -39589.750000 Penalty: 611.210144
	Iteration 6Q: 3 clusters Score -39589.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -39603.820312 Penalty: 611.210144
	Iteration 7Q: 3 clusters Score -39603.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -39617.363281 Penalty: 611.210144
	Iteration 8Q: 3 clusters Score -39617.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -39635.882812 Penalty: 611.210144
	Iteration 9Q: 3 clusters Score -39635.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -39650.843750 Penalty: 611.210144
	Iteration 10Q: 3 clusters Score -39650.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -39663.019531 Penalty: 611.210144
	Iteration 11Q: 3 clusters Score -39663.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -39668.210938 Penalty: 611.210144
	Iteration 12Q: 3 clusters Score -39668.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -39672.164062 Penalty: 611.210144
	Iteration 13Q: 3 clusters Score -39672.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -39679.000000 Penalty: 611.210144
	Iteration 14Q: 3 clusters Score -39679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -39684.593750 Penalty: 611.210144
	Iteration 15Q: 3 clusters Score -39684.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -39690.328125 Penalty: 611.210144
	Iteration 16Q: 3 clusters Score -39690.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -39692.046875 Penalty: 611.210144
	Iteration 17Q: 3 clusters Score -39692.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -39692.242188 Penalty: 611.210144
	Iteration 18Q: 3 clusters Score -39692.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -39692.242188 Penalty: 611.210144
	Iteration 19F: 3 clusters Score -39692.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Entering Unmasked Estep 
Score: -3730918.750000 Penalty: 512.208801
	Iteration 0F: 2 clusters Score -3730919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -3678688.750000 Penalty: 1024.417603
	Iteration 0F: 3 clusters Score -3678689 nChanged 37767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -3703285.750000 Penalty: 1024.417603
	Iteration 1F: 3 clusters Score -3703286 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -3706430.500000 Penalty: 1024.417603
	Iteration 2F: 3 clusters Score -3706430 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -3711173.500000 Penalty: 1024.417603
	Iteration 3F: 3 clusters Score -3711174 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -3716058.250000 Penalty: 1024.417603
	Iteration 4F: 3 clusters Score -3716058 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -3719254.250000 Penalty: 1024.417603
	Iteration 5F: 3 clusters Score -3719254 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -3720738.000000 Penalty: 1024.417603
	Iteration 6Q: 3 clusters Score -3720738 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -3721614.000000 Penalty: 1024.417603
	Iteration 7Q: 3 clusters Score -3721614 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -3722438.750000 Penalty: 1024.417603
	Iteration 8Q: 3 clusters Score -3722439 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -3723190.750000 Penalty: 1024.417603
	Iteration 9Q: 3 clusters Score -3723191 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -3723999.250000 Penalty: 1024.417603
	Iteration 10Q: 3 clusters Score -3723999 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -3724776.750000 Penalty: 1024.417603
	Iteration 11Q: 3 clusters Score -3724777 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -3725498.500000 Penalty: 1024.417603
	Iteration 12Q: 3 clusters Score -3725498 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -3726251.750000 Penalty: 1024.417603
	Iteration 13Q: 3 clusters Score -3726252 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -3727005.000000 Penalty: 1024.417603
	Iteration 14Q: 3 clusters Score -3727005 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -3727788.000000 Penalty: 1024.417603
	Iteration 15Q: 3 clusters Score -3727788 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -3728429.000000 Penalty: 1024.417603
	Iteration 16Q: 3 clusters Score -3728429 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -3728921.750000 Penalty: 1024.417603
	Iteration 17Q: 3 clusters Score -3728922 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -3729339.750000 Penalty: 1024.417603
	Iteration 18Q: 3 clusters Score -3729340 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -3729676.000000 Penalty: 1024.417603
	Iteration 19Q: 3 clusters Score -3729676 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -3729930.750000 Penalty: 1024.417603
	Iteration 20F: 3 clusters Score -3729931 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -3730155.750000 Penalty: 1024.417603
	Iteration 21Q: 3 clusters Score -3730156 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -3730327.000000 Penalty: 1024.417603
	Iteration 22Q: 3 clusters Score -3730327 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -3730490.250000 Penalty: 1024.417603
	Iteration 23Q: 3 clusters Score -3730490 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 66489 members 
Entering Unmasked Estep 
Score: -3730636.750000 Penalty: 1024.417603
	Iteration 24Q: 3 clusters Score -3730637 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -3730767.250000 Penalty: 1024.417603
	Iteration 25Q: 3 clusters Score -3730767 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -3730884.750000 Penalty: 1024.417603
	Iteration 26Q: 3 clusters Score -3730885 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -3730983.000000 Penalty: 1024.417603
	Iteration 27Q: 3 clusters Score -3730983 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -3731107.250000 Penalty: 1024.417603
	Iteration 28Q: 3 clusters Score -3731107 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -3731189.000000 Penalty: 1024.417603
	Iteration 29Q: 3 clusters Score -3731189 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -3731244.500000 Penalty: 1024.417603
	Iteration 30Q: 3 clusters Score -3731244 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -3731284.500000 Penalty: 1024.417603
	Iteration 31Q: 3 clusters Score -3731284 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 69931 members 
Entering Unmasked Estep 
Score: -3731341.750000 Penalty: 1024.417603
	Iteration 32Q: 3 clusters Score -3731342 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -3731392.750000 Penalty: 1024.417603
	Iteration 33Q: 3 clusters Score -3731393 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -3731429.750000 Penalty: 1024.417603
	Iteration 34Q: 3 clusters Score -3731430 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -3731465.750000 Penalty: 1024.417603
	Iteration 35Q: 3 clusters Score -3731466 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -3731486.250000 Penalty: 1024.417603
	Iteration 36Q: 3 clusters Score -3731486 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -3731516.750000 Penalty: 1024.417603
	Iteration 37Q: 3 clusters Score -3731517 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 71353 members 
Entering Unmasked Estep 
Score: -3731551.500000 Penalty: 1024.417603
	Iteration 38Q: 3 clusters Score -3731552 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -3731592.750000 Penalty: 1024.417603
	Iteration 39Q: 3 clusters Score -3731593 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -3731604.000000 Penalty: 1024.417603
	Iteration 40F: 3 clusters Score -3731604 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -3731622.500000 Penalty: 1024.417603
	Iteration 41Q: 3 clusters Score -3731622 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 72092 members 
Entering Unmasked Estep 
Score: -3731654.250000 Penalty: 1024.417603
	Iteration 42Q: 3 clusters Score -3731654 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -3731669.750000 Penalty: 1024.417603
	Iteration 43Q: 3 clusters Score -3731670 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -3731681.500000 Penalty: 1024.417603
	Iteration 44Q: 3 clusters Score -3731682 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -3731712.250000 Penalty: 1024.417603
	Iteration 45Q: 3 clusters Score -3731712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -3731745.000000 Penalty: 1024.417603
	Iteration 46Q: 3 clusters Score -3731745 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -3731754.250000 Penalty: 1024.417603
	Iteration 47Q: 3 clusters Score -3731754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -3731761.500000 Penalty: 1024.417603
	Iteration 48Q: 3 clusters Score -3731762 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -3731766.500000 Penalty: 1024.417603
	Iteration 49Q: 3 clusters Score -3731766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -3731772.000000 Penalty: 1024.417603
	Iteration 50Q: 3 clusters Score -3731772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -3731776.000000 Penalty: 1024.417603
	Iteration 51Q: 3 clusters Score -3731776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -3731791.750000 Penalty: 1024.417603
	Iteration 52Q: 3 clusters Score -3731792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -3731796.000000 Penalty: 1024.417603
	Iteration 53Q: 3 clusters Score -3731796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -3731807.500000 Penalty: 1024.417603
	Iteration 54Q: 3 clusters Score -3731808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -3731818.250000 Penalty: 1024.417603
	Iteration 55Q: 3 clusters Score -3731818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -3731827.250000 Penalty: 1024.417603
	Iteration 56Q: 3 clusters Score -3731827 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 73478 members 
Entering Unmasked Estep 
Score: -3731832.000000 Penalty: 1024.417603
	Iteration 57Q: 3 clusters Score -3731832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -3731837.250000 Penalty: 1024.417603
	Iteration 58Q: 3 clusters Score -3731837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -3731848.000000 Penalty: 1024.417603
	Iteration 59Q: 3 clusters Score -3731848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -3731835.500000 Penalty: 1024.417603
	Iteration 60F: 3 clusters Score -3731836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -3731831.250000 Penalty: 1024.417603
	Iteration 61Q: 3 clusters Score -3731831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -3731833.750000 Penalty: 1024.417603
	Iteration 62Q: 3 clusters Score -3731834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -3731827.500000 Penalty: 1024.417603
	Iteration 63Q: 3 clusters Score -3731828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -3731827.500000 Penalty: 1024.417603
	Iteration 64Q: 3 clusters Score -3731828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -3731830.750000 Penalty: 1024.417603
	Iteration 65Q: 3 clusters Score -3731831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -3731837.500000 Penalty: 1024.417603
	Iteration 66Q: 3 clusters Score -3731838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -3731839.500000 Penalty: 1024.417603
	Iteration 67Q: 3 clusters Score -3731840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -3731839.500000 Penalty: 1024.417603
	Iteration 68Q: 3 clusters Score -3731840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -3731835.000000 Penalty: 1024.417603
	Iteration 69Q: 3 clusters Score -3731835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -3731838.000000 Penalty: 1024.417603
	Iteration 70Q: 3 clusters Score -3731838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -3731840.000000 Penalty: 1024.417603
	Iteration 71Q: 3 clusters Score -3731840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -3731841.250000 Penalty: 1024.417603
	Iteration 72Q: 3 clusters Score -3731841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 73826 members 
Entering Unmasked Estep 
Score: -3731841.500000 Penalty: 1024.417603
	Iteration 73Q: 3 clusters Score -3731842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 73829 members 
Entering Unmasked Estep 
Score: -3731844.250000 Penalty: 1024.417603
	Iteration 74Q: 3 clusters Score -3731844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -3731841.250000 Penalty: 1024.417603
	Iteration 75Q: 3 clusters Score -3731841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -3731841.000000 Penalty: 1024.417603
	Iteration 76Q: 3 clusters Score -3731841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -3731838.500000 Penalty: 1024.417603
	Iteration 77Q: 3 clusters Score -3731838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -3731842.250000 Penalty: 1024.417603
	Iteration 78Q: 3 clusters Score -3731842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -3731841.750000 Penalty: 1024.417603
	Iteration 79Q: 3 clusters Score -3731842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -3731840.750000 Penalty: 1024.417603
	Iteration 80F: 3 clusters Score -3731841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -3731844.250000 Penalty: 1024.417603
	Iteration 81Q: 3 clusters Score -3731844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -3731843.500000 Penalty: 1024.417603
	Iteration 82Q: 3 clusters Score -3731844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -3731842.500000 Penalty: 1024.417603
	Iteration 83Q: 3 clusters Score -3731842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -3731843.000000 Penalty: 1024.417603
	Iteration 84Q: 3 clusters Score -3731843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -3731843.000000 Penalty: 1024.417603
	Iteration 85F: 3 clusters Score -3731843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 3568 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 230482 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 73878 members 
Entering Unmasked Estep 
Score: -90502648.000000 Penalty: 19121.310547
Splitting cluster 14 changes total score from -90505192.000000 to -90502648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (131454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131454 members 
Entering Unmasked Estep 
Score: -6445846.000000 Penalty: 536.281738
	Iteration 0F: 2 clusters Score -6445846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -6357601.500000 Penalty: 1072.563477
	Iteration 0F: 3 clusters Score -6357602 nChanged 64431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -6398203.000000 Penalty: 1072.563477
	Iteration 1F: 3 clusters Score -6398203 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -6402011.000000 Penalty: 1072.563477
	Iteration 2F: 3 clusters Score -6402011 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -6408289.000000 Penalty: 1072.563477
	Iteration 3F: 3 clusters Score -6408289 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 86245 members 
Entering Unmasked Estep 
Score: -6417934.500000 Penalty: 1072.563477
	Iteration 4F: 3 clusters Score -6417934 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 92297 members 
Entering Unmasked Estep 
Score: -6428786.000000 Penalty: 1072.563477
	Iteration 5F: 3 clusters Score -6428786 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 95989 members 
Entering Unmasked Estep 
Score: -6435520.000000 Penalty: 1072.563477
	Iteration 6F: 3 clusters Score -6435520 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 98118 members 
Entering Unmasked Estep 
Score: -6438147.500000 Penalty: 1072.563477
	Iteration 7Q: 3 clusters Score -6438148 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 99886 members 
Entering Unmasked Estep 
Score: -6439450.500000 Penalty: 1072.563477
	Iteration 8Q: 3 clusters Score -6439450 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 101515 members 
Entering Unmasked Estep 
Score: -6440458.500000 Penalty: 1072.563477
	Iteration 9Q: 3 clusters Score -6440458 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 103127 members 
Entering Unmasked Estep 
Score: -6441386.500000 Penalty: 1072.563477
	Iteration 10Q: 3 clusters Score -6441386 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -6442117.500000 Penalty: 1072.563477
	Iteration 11Q: 3 clusters Score -6442118 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -6442711.500000 Penalty: 1072.563477
	Iteration 12Q: 3 clusters Score -6442712 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -6443303.500000 Penalty: 1072.563477
	Iteration 13Q: 3 clusters Score -6443304 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 109220 members 
Entering Unmasked Estep 
Score: -6443768.000000 Penalty: 1072.563477
	Iteration 14Q: 3 clusters Score -6443768 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 110784 members 
Entering Unmasked Estep 
Score: -6444201.000000 Penalty: 1072.563477
	Iteration 15Q: 3 clusters Score -6444201 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 112332 members 
Entering Unmasked Estep 
Score: -6444571.500000 Penalty: 1072.563477
	Iteration 16Q: 3 clusters Score -6444572 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -6444895.500000 Penalty: 1072.563477
	Iteration 17Q: 3 clusters Score -6444896 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -6445151.500000 Penalty: 1072.563477
	Iteration 18Q: 3 clusters Score -6445152 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 116658 members 
Entering Unmasked Estep 
Score: -6445453.500000 Penalty: 1072.563477
	Iteration 19Q: 3 clusters Score -6445454 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 118013 members 
Entering Unmasked Estep 
Score: -6445744.000000 Penalty: 1072.563477
	Iteration 20F: 3 clusters Score -6445744 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 119226 members 
Entering Unmasked Estep 
Score: -6445924.500000 Penalty: 1072.563477
	Iteration 21Q: 3 clusters Score -6445924 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 120326 members 
Entering Unmasked Estep 
Score: -6446083.500000 Penalty: 1072.563477
	Iteration 22Q: 3 clusters Score -6446084 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -6446203.000000 Penalty: 1072.563477
	Iteration 23Q: 3 clusters Score -6446203 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 122248 members 
Entering Unmasked Estep 
Score: -6446302.000000 Penalty: 1072.563477
	Iteration 24Q: 3 clusters Score -6446302 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 123087 members 
Entering Unmasked Estep 
Score: -6446404.500000 Penalty: 1072.563477
	Iteration 25Q: 3 clusters Score -6446404 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -6446459.500000 Penalty: 1072.563477
	Iteration 26Q: 3 clusters Score -6446460 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 124588 members 
Entering Unmasked Estep 
Score: -6446508.000000 Penalty: 1072.563477
	Iteration 27Q: 3 clusters Score -6446508 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 125213 members 
Entering Unmasked Estep 
Score: -6446508.500000 Penalty: 1072.563477
	Iteration 28Q: 3 clusters Score -6446508 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 125752 members 
Entering Unmasked Estep 
Score: -6446507.500000 Penalty: 1072.563477
	Iteration 29Q: 3 clusters Score -6446508 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 126216 members 
Entering Unmasked Estep 
Score: -6446550.000000 Penalty: 1072.563477
	Iteration 30Q: 3 clusters Score -6446550 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 126650 members 
Entering Unmasked Estep 
Score: -6446576.000000 Penalty: 1072.563477
	Iteration 31Q: 3 clusters Score -6446576 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 127046 members 
Entering Unmasked Estep 
Score: -6446566.500000 Penalty: 1072.563477
	Iteration 32Q: 3 clusters Score -6446566 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 127384 members 
Entering Unmasked Estep 
Score: -6446563.500000 Penalty: 1072.563477
	Iteration 33Q: 3 clusters Score -6446564 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 127717 members 
Entering Unmasked Estep 
Score: -6446546.000000 Penalty: 1072.563477
	Iteration 34Q: 3 clusters Score -6446546 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 128010 members 
Entering Unmasked Estep 
Score: -6446561.000000 Penalty: 1072.563477
	Iteration 35Q: 3 clusters Score -6446561 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 128278 members 
Entering Unmasked Estep 
Score: -6446505.500000 Penalty: 1072.563477
	Iteration 36Q: 3 clusters Score -6446506 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -6446503.000000 Penalty: 1072.563477
	Iteration 37Q: 3 clusters Score -6446503 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 128712 members 
Entering Unmasked Estep 
Score: -6446491.000000 Penalty: 1072.563477
	Iteration 38Q: 3 clusters Score -6446491 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -6446455.000000 Penalty: 1072.563477
	Iteration 39Q: 3 clusters Score -6446455 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -6446436.000000 Penalty: 1072.563477
	Iteration 40F: 3 clusters Score -6446436 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
Score: -6446410.000000 Penalty: 1072.563477
	Iteration 41Q: 3 clusters Score -6446410 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 129329 members 
Entering Unmasked Estep 
Score: -6446416.500000 Penalty: 1072.563477
	Iteration 42Q: 3 clusters Score -6446416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 129420 members 
Entering Unmasked Estep 
Score: -6446403.000000 Penalty: 1072.563477
	Iteration 43Q: 3 clusters Score -6446403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 129476 members 
Entering Unmasked Estep 
Score: -6446386.000000 Penalty: 1072.563477
	Iteration 44Q: 3 clusters Score -6446386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 129535 members 
Entering Unmasked Estep 
Score: -6446371.500000 Penalty: 1072.563477
	Iteration 45Q: 3 clusters Score -6446372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 129586 members 
Entering Unmasked Estep 
Score: -6446371.000000 Penalty: 1072.563477
	Iteration 46Q: 3 clusters Score -6446371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 129631 members 
Entering Unmasked Estep 
Score: -6446364.500000 Penalty: 1072.563477
	Iteration 47Q: 3 clusters Score -6446364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 129671 members 
Entering Unmasked Estep 
Score: -6446350.000000 Penalty: 1072.563477
	Iteration 48Q: 3 clusters Score -6446350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 129708 members 
Entering Unmasked Estep 
Score: -6446342.000000 Penalty: 1072.563477
	Iteration 49Q: 3 clusters Score -6446342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 129736 members 
Entering Unmasked Estep 
Score: -6446322.500000 Penalty: 1072.563477
	Iteration 50Q: 3 clusters Score -6446322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 129755 members 
Entering Unmasked Estep 
Score: -6446319.000000 Penalty: 1072.563477
	Iteration 51Q: 3 clusters Score -6446319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 129768 members 
Entering Unmasked Estep 
Score: -6446311.500000 Penalty: 1072.563477
	Iteration 52Q: 3 clusters Score -6446312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 129772 members 
Entering Unmasked Estep 
Score: -6446306.000000 Penalty: 1072.563477
	Iteration 53Q: 3 clusters Score -6446306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 129775 members 
Entering Unmasked Estep 
Score: -6446308.500000 Penalty: 1072.563477
	Iteration 54Q: 3 clusters Score -6446308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 129778 members 
Entering Unmasked Estep 
Score: -6446307.500000 Penalty: 1072.563477
	Iteration 55Q: 3 clusters Score -6446308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 129781 members 
Entering Unmasked Estep 
Score: -6446306.500000 Penalty: 1072.563477
	Iteration 56Q: 3 clusters Score -6446306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 129787 members 
Entering Unmasked Estep 
Score: -6446306.500000 Penalty: 1072.563477
	Iteration 57Q: 3 clusters Score -6446306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 129790 members 
Entering Unmasked Estep 
Score: -6446303.500000 Penalty: 1072.563477
	Iteration 58Q: 3 clusters Score -6446304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 129793 members 
Entering Unmasked Estep 
Score: -6446298.500000 Penalty: 1072.563477
	Iteration 59Q: 3 clusters Score -6446298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 129796 members 
Entering Unmasked Estep 
Score: -6446297.500000 Penalty: 1072.563477
	Iteration 60F: 3 clusters Score -6446298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -6446297.500000 Penalty: 1072.563477
	Iteration 61Q: 3 clusters Score -6446298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 129807 members 
Entering Unmasked Estep 
Score: -6446305.500000 Penalty: 1072.563477
	Iteration 62Q: 3 clusters Score -6446306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 129811 members 
Entering Unmasked Estep 
Score: -6446304.500000 Penalty: 1072.563477
	Iteration 63Q: 3 clusters Score -6446304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 129817 members 
Entering Unmasked Estep 
Score: -6446304.500000 Penalty: 1072.563477
	Iteration 64Q: 3 clusters Score -6446304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 129830 members 
Entering Unmasked Estep 
Score: -6446303.000000 Penalty: 1072.563477
	Iteration 65Q: 3 clusters Score -6446303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -6446305.500000 Penalty: 1072.563477
	Iteration 66Q: 3 clusters Score -6446306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 129849 members 
Entering Unmasked Estep 
Score: -6446304.000000 Penalty: 1072.563477
	Iteration 67Q: 3 clusters Score -6446304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 129853 members 
Entering Unmasked Estep 
Score: -6446301.000000 Penalty: 1072.563477
	Iteration 68Q: 3 clusters Score -6446301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 129858 members 
Entering Unmasked Estep 
Score: -6446299.500000 Penalty: 1072.563477
	Iteration 69Q: 3 clusters Score -6446300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 129862 members 
Entering Unmasked Estep 
Score: -6446299.000000 Penalty: 1072.563477
	Iteration 70Q: 3 clusters Score -6446299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 129870 members 
Entering Unmasked Estep 
Score: -6446297.000000 Penalty: 1072.563477
	Iteration 71Q: 3 clusters Score -6446297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 129873 members 
Entering Unmasked Estep 
Score: -6446294.000000 Penalty: 1072.563477
	Iteration 72Q: 3 clusters Score -6446294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -6446294.000000 Penalty: 1072.563477
	Iteration 73Q: 3 clusters Score -6446294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 129881 members 
Entering Unmasked Estep 
Score: -6446287.000000 Penalty: 1072.563477
	Iteration 74Q: 3 clusters Score -6446287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -6446291.000000 Penalty: 1072.563477
	Iteration 75Q: 3 clusters Score -6446291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 129882 members 
Entering Unmasked Estep 
Score: -6446291.000000 Penalty: 1072.563477
	Iteration 76F: 3 clusters Score -6446291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 1572 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 230482 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 129882 members 
Entering Unmasked Estep 
Score: -90502744.000000 Penalty: 19121.310547
Splitting cluster 15 changes total score from -90505192.000000 to -90502744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (38686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Entering Unmasked Estep 
Score: -1990844.500000 Penalty: 480.627106
	Iteration 0F: 2 clusters Score -1990844 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 19212 members 
Entering Unmasked Estep 
Score: -1964895.625000 Penalty: 961.254211
	Iteration 0F: 3 clusters Score -1964896 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1976354.875000 Penalty: 961.254211
	Iteration 1F: 3 clusters Score -1976355 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1977176.875000 Penalty: 961.254211
	Iteration 2Q: 3 clusters Score -1977177 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1978618.750000 Penalty: 961.254211
	Iteration 3F: 3 clusters Score -1978619 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1980631.250000 Penalty: 961.254211
	Iteration 4F: 3 clusters Score -1980631 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1982794.750000 Penalty: 961.254211
	Iteration 5F: 3 clusters Score -1982795 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1984586.625000 Penalty: 961.254211
	Iteration 6F: 3 clusters Score -1984587 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1985757.375000 Penalty: 961.254211
	Iteration 7Q: 3 clusters Score -1985757 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1986397.875000 Penalty: 961.254211
	Iteration 8Q: 3 clusters Score -1986398 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1986882.125000 Penalty: 961.254211
	Iteration 9Q: 3 clusters Score -1986882 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1987328.375000 Penalty: 961.254211
	Iteration 10Q: 3 clusters Score -1987328 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1987777.000000 Penalty: 961.254211
	Iteration 11Q: 3 clusters Score -1987777 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1988252.625000 Penalty: 961.254211
	Iteration 12Q: 3 clusters Score -1988253 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1988748.625000 Penalty: 961.254211
	Iteration 13Q: 3 clusters Score -1988749 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1989190.875000 Penalty: 961.254211
	Iteration 14Q: 3 clusters Score -1989191 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1989546.000000 Penalty: 961.254211
	Iteration 15Q: 3 clusters Score -1989546 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1989801.375000 Penalty: 961.254211
	Iteration 16Q: 3 clusters Score -1989801 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1989985.000000 Penalty: 961.254211
	Iteration 17Q: 3 clusters Score -1989985 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1990114.375000 Penalty: 961.254211
	Iteration 18Q: 3 clusters Score -1990114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1990216.125000 Penalty: 961.254211
	Iteration 19Q: 3 clusters Score -1990216 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1990285.375000 Penalty: 961.254211
	Iteration 20F: 3 clusters Score -1990285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1990325.875000 Penalty: 961.254211
	Iteration 21Q: 3 clusters Score -1990326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1990352.375000 Penalty: 961.254211
	Iteration 22Q: 3 clusters Score -1990352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1990378.750000 Penalty: 961.254211
	Iteration 23Q: 3 clusters Score -1990379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1990401.750000 Penalty: 961.254211
	Iteration 24Q: 3 clusters Score -1990402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1990422.875000 Penalty: 961.254211
	Iteration 25Q: 3 clusters Score -1990423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1990436.375000 Penalty: 961.254211
	Iteration 26Q: 3 clusters Score -1990436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1990439.375000 Penalty: 961.254211
	Iteration 27Q: 3 clusters Score -1990439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1990442.125000 Penalty: 961.254211
	Iteration 28Q: 3 clusters Score -1990442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1990445.750000 Penalty: 961.254211
	Iteration 29Q: 3 clusters Score -1990446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1990445.875000 Penalty: 961.254211
	Iteration 30Q: 3 clusters Score -1990446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1990449.250000 Penalty: 961.254211
	Iteration 31Q: 3 clusters Score -1990449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1990452.750000 Penalty: 961.254211
	Iteration 32Q: 3 clusters Score -1990453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1990454.625000 Penalty: 961.254211
	Iteration 33Q: 3 clusters Score -1990455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1990454.750000 Penalty: 961.254211
	Iteration 34Q: 3 clusters Score -1990455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1990456.000000 Penalty: 961.254211
	Iteration 35Q: 3 clusters Score -1990456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1990455.875000 Penalty: 961.254211
	Iteration 36Q: 3 clusters Score -1990456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1990455.875000 Penalty: 961.254211
	Iteration 37F: 3 clusters Score -1990456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -104888.781250 Penalty: 355.829987
	Iteration 0F: 2 clusters Score -104888.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -103338.578125 Penalty: 711.659973
	Iteration 0F: 3 clusters Score -103338.6 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -105708.921875 Penalty: 711.659973
	Iteration 1F: 3 clusters Score -105708.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -106323.984375 Penalty: 711.659973
	Iteration 2F: 3 clusters Score -106324 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -106647.148438 Penalty: 711.659973
	Iteration 3F: 3 clusters Score -106647.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -106909.726562 Penalty: 711.659973
	Iteration 4F: 3 clusters Score -106909.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -107137.171875 Penalty: 711.659973
	Iteration 5Q: 3 clusters Score -107137.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -107243.000000 Penalty: 711.659973
	Iteration 6Q: 3 clusters Score -107243 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -107338.929688 Penalty: 711.659973
	Iteration 7Q: 3 clusters Score -107338.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -107417.117188 Penalty: 711.659973
	Iteration 8Q: 3 clusters Score -107417.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -107492.164062 Penalty: 711.659973
	Iteration 9Q: 3 clusters Score -107492.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -107544.460938 Penalty: 711.659973
	Iteration 10Q: 3 clusters Score -107544.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -107572.203125 Penalty: 711.659973
	Iteration 11Q: 3 clusters Score -107572.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -107589.351562 Penalty: 711.659973
	Iteration 12Q: 3 clusters Score -107589.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -107594.414062 Penalty: 711.659973
	Iteration 13Q: 3 clusters Score -107594.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -107599.156250 Penalty: 711.659973
	Iteration 14Q: 3 clusters Score -107599.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -107606.828125 Penalty: 711.659973
	Iteration 15Q: 3 clusters Score -107606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -107607.796875 Penalty: 711.659973
	Iteration 16Q: 3 clusters Score -107607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -107609.679688 Penalty: 711.659973
	Iteration 17Q: 3 clusters Score -107609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -107609.679688 Penalty: 711.659973
	Iteration 18F: 3 clusters Score -107609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 1575 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 230482 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 916 members 
Entering Unmasked Estep 
Score: -90504648.000000 Penalty: 19121.310547
Splitting cluster 17 changes total score from -90505192.000000 to -90504648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (203954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203954 members 
Entering Unmasked Estep 
Score: -9894092.000000 Penalty: 556.267090
	Iteration 0F: 2 clusters Score -9894092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102056 members 
Mstep: Class 2 contains 101898 members 
Entering Unmasked Estep 
Score: -9757002.000000 Penalty: 1112.534180
	Iteration 0F: 3 clusters Score -9757002 nChanged 100387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -9818073.000000 Penalty: 1112.534180
	Iteration 1F: 3 clusters Score -9818073 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
Score: -9820727.000000 Penalty: 1112.534180
	Iteration 2Q: 3 clusters Score -9820727 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -9824908.000000 Penalty: 1112.534180
	Iteration 3Q: 3 clusters Score -9824908 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115111 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -9831606.000000 Penalty: 1112.534180
	Iteration 4F: 3 clusters Score -9831606 nChanged 13416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121203 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -9841820.000000 Penalty: 1112.534180
	Iteration 5F: 3 clusters Score -9841820 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127852 members 
Mstep: Class 2 contains 76102 members 
Entering Unmasked Estep 
Score: -9855319.000000 Penalty: 1112.534180
	Iteration 6F: 3 clusters Score -9855319 nChanged 14033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133137 members 
Mstep: Class 2 contains 70817 members 
Entering Unmasked Estep 
Score: -9866784.000000 Penalty: 1112.534180
	Iteration 7F: 3 clusters Score -9866784 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136813 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -9872791.000000 Penalty: 1112.534180
	Iteration 8Q: 3 clusters Score -9872791 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139930 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -9876463.000000 Penalty: 1112.534180
	Iteration 9Q: 3 clusters Score -9876463 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143078 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -9879592.000000 Penalty: 1112.534180
	Iteration 10Q: 3 clusters Score -9879592 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146145 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -9882463.000000 Penalty: 1112.534180
	Iteration 11Q: 3 clusters Score -9882463 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148914 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -9884893.000000 Penalty: 1112.534180
	Iteration 12Q: 3 clusters Score -9884893 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -9886964.000000 Penalty: 1112.534180
	Iteration 13Q: 3 clusters Score -9886964 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -9888701.000000 Penalty: 1112.534180
	Iteration 14Q: 3 clusters Score -9888701 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155909 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -9889843.000000 Penalty: 1112.534180
	Iteration 15Q: 3 clusters Score -9889843 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -9890745.000000 Penalty: 1112.534180
	Iteration 16Q: 3 clusters Score -9890745 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159812 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -9891414.000000 Penalty: 1112.534180
	Iteration 17Q: 3 clusters Score -9891414 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161514 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -9891962.000000 Penalty: 1112.534180
	Iteration 18Q: 3 clusters Score -9891962 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163066 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -9892309.000000 Penalty: 1112.534180
	Iteration 19Q: 3 clusters Score -9892309 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164628 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -9892716.000000 Penalty: 1112.534180
	Iteration 20F: 3 clusters Score -9892716 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166118 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9893087 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167517 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -9893337.000000 Penalty: 1112.534180
	Iteration 22Q: 3 clusters Score -9893337 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9893569 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170196 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -9893711.000000 Penalty: 1112.534180
	Iteration 24Q: 3 clusters Score -9893711 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171506 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9893900 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172830 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -9894077.000000 Penalty: 1112.534180
	Iteration 26Q: 3 clusters Score -9894077 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174198 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -9894252.000000 Penalty: 1112.534180
	Iteration 27Q: 3 clusters Score -9894252 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175520 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -9894394.000000 Penalty: 1112.534180
	Iteration 28Q: 3 clusters Score -9894394 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176830 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -9894510.000000 Penalty: 1112.534180
	Iteration 29Q: 3 clusters Score -9894510 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178168 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -9894682.000000 Penalty: 1112.534180
	Iteration 30Q: 3 clusters Score -9894682 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179422 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -9894836.000000 Penalty: 1112.534180
	Iteration 31Q: 3 clusters Score -9894836 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180682 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -9895026.000000 Penalty: 1112.534180
	Iteration 32Q: 3 clusters Score -9895026 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181862 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -9895209.000000 Penalty: 1112.534180
	Iteration 33Q: 3 clusters Score -9895209 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182996 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -9895222.000000 Penalty: 1112.534180
	Iteration 34Q: 3 clusters Score -9895222 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184045 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -9895319.000000 Penalty: 1112.534180
	Iteration 35Q: 3 clusters Score -9895319 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185039 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -9895320.000000 Penalty: 1112.534180
	Iteration 36Q: 3 clusters Score -9895320 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186021 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -9895306.000000 Penalty: 1112.534180
	Iteration 37Q: 3 clusters Score -9895306 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186963 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -9895385.000000 Penalty: 1112.534180
	Iteration 38Q: 3 clusters Score -9895385 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187819 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -9895382.000000 Penalty: 1112.534180
	Iteration 39Q: 3 clusters Score -9895382 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188621 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -9895341.000000 Penalty: 1112.534180
	Iteration 40F: 3 clusters Score -9895341 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189362 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -9895376.000000 Penalty: 1112.534180
	Iteration 41Q: 3 clusters Score -9895376 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190021 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -9895370.000000 Penalty: 1112.534180
	Iteration 42Q: 3 clusters Score -9895370 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190656 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -9895350.000000 Penalty: 1112.534180
	Iteration 43Q: 3 clusters Score -9895350 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191259 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -9895358.000000 Penalty: 1112.534180
	Iteration 44Q: 3 clusters Score -9895358 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191819 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -9895354.000000 Penalty: 1112.534180
	Iteration 45Q: 3 clusters Score -9895354 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192365 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -9895346.000000 Penalty: 1112.534180
	Iteration 46Q: 3 clusters Score -9895346 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192840 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -9895319.000000 Penalty: 1112.534180
	Iteration 47Q: 3 clusters Score -9895319 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193266 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -9895289.000000 Penalty: 1112.534180
	Iteration 48Q: 3 clusters Score -9895289 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193676 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -9895194.000000 Penalty: 1112.534180
	Iteration 49Q: 3 clusters Score -9895194 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194056 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -9895220.000000 Penalty: 1112.534180
	Iteration 50Q: 3 clusters Score -9895220 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194420 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -9895244.000000 Penalty: 1112.534180
	Iteration 51Q: 3 clusters Score -9895244 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194768 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -9895190.000000 Penalty: 1112.534180
	Iteration 52Q: 3 clusters Score -9895190 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195120 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -9895165.000000 Penalty: 1112.534180
	Iteration 53Q: 3 clusters Score -9895165 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195448 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -9895140.000000 Penalty: 1112.534180
	Iteration 54Q: 3 clusters Score -9895140 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195759 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -9895156.000000 Penalty: 1112.534180
	Iteration 55Q: 3 clusters Score -9895156 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196065 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -9895119.000000 Penalty: 1112.534180
	Iteration 56Q: 3 clusters Score -9895119 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196357 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -9895046.000000 Penalty: 1112.534180
	Iteration 57Q: 3 clusters Score -9895046 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196605 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -9895016.000000 Penalty: 1112.534180
	Iteration 58Q: 3 clusters Score -9895016 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196848 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -9894973.000000 Penalty: 1112.534180
	Iteration 59Q: 3 clusters Score -9894973 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197077 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -9894952.000000 Penalty: 1112.534180
	Iteration 60F: 3 clusters Score -9894952 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197307 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -9894917.000000 Penalty: 1112.534180
	Iteration 61Q: 3 clusters Score -9894917 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197527 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -9894896.000000 Penalty: 1112.534180
	Iteration 62Q: 3 clusters Score -9894896 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197738 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -9894844.000000 Penalty: 1112.534180
	Iteration 63Q: 3 clusters Score -9894844 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197944 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -9894806.000000 Penalty: 1112.534180
	Iteration 64Q: 3 clusters Score -9894806 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198164 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -9894750.000000 Penalty: 1112.534180
	Iteration 65Q: 3 clusters Score -9894750 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198366 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -9894785.000000 Penalty: 1112.534180
	Iteration 66Q: 3 clusters Score -9894785 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198567 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -9894746.000000 Penalty: 1112.534180
	Iteration 67Q: 3 clusters Score -9894746 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198760 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -9894735.000000 Penalty: 1112.534180
	Iteration 68Q: 3 clusters Score -9894735 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198935 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -9894746.000000 Penalty: 1112.534180
	Iteration 69Q: 3 clusters Score -9894746 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199094 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -9894700.000000 Penalty: 1112.534180
	Iteration 70Q: 3 clusters Score -9894700 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199228 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -9894657.000000 Penalty: 1112.534180
	Iteration 71Q: 3 clusters Score -9894657 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199354 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -9894634.000000 Penalty: 1112.534180
	Iteration 72Q: 3 clusters Score -9894634 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199474 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -9894641.000000 Penalty: 1112.534180
	Iteration 73Q: 3 clusters Score -9894641 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199598 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -9894617.000000 Penalty: 1112.534180
	Iteration 74Q: 3 clusters Score -9894617 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199720 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -9894585.000000 Penalty: 1112.534180
	Iteration 75Q: 3 clusters Score -9894585 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199853 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -9894565.000000 Penalty: 1112.534180
	Iteration 76Q: 3 clusters Score -9894565 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199976 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -9894535.000000 Penalty: 1112.534180
	Iteration 77Q: 3 clusters Score -9894535 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200095 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -9894512.000000 Penalty: 1112.534180
	Iteration 78Q: 3 clusters Score -9894512 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200211 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -9894467.000000 Penalty: 1112.534180
	Iteration 79Q: 3 clusters Score -9894467 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200309 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -9894450.000000 Penalty: 1112.534180
	Iteration 80F: 3 clusters Score -9894450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200401 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -9894431.000000 Penalty: 1112.534180
	Iteration 81Q: 3 clusters Score -9894431 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200488 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -9894437.000000 Penalty: 1112.534180
	Iteration 82Q: 3 clusters Score -9894437 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200580 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -9894433.000000 Penalty: 1112.534180
	Iteration 83Q: 3 clusters Score -9894433 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200666 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -9894423.000000 Penalty: 1112.534180
	Iteration 84Q: 3 clusters Score -9894423 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200743 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -9894416.000000 Penalty: 1112.534180
	Iteration 85Q: 3 clusters Score -9894416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200835 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -9894387.000000 Penalty: 1112.534180
	Iteration 86Q: 3 clusters Score -9894387 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200916 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -9894360.000000 Penalty: 1112.534180
	Iteration 87Q: 3 clusters Score -9894360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200995 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -9894353.000000 Penalty: 1112.534180
	Iteration 88Q: 3 clusters Score -9894353 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201063 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -9894355.000000 Penalty: 1112.534180
	Iteration 89Q: 3 clusters Score -9894355 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201120 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -9894355.000000 Penalty: 1112.534180
	Iteration 90Q: 3 clusters Score -9894355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201176 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -9894348.000000 Penalty: 1112.534180
	Iteration 91Q: 3 clusters Score -9894348 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201220 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -9894350.000000 Penalty: 1112.534180
	Iteration 92Q: 3 clusters Score -9894350 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201254 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9894340.000000 Penalty: 1112.534180
	Iteration 93Q: 3 clusters Score -9894340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201287 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -9894331.000000 Penalty: 1112.534180
	Iteration 94Q: 3 clusters Score -9894331 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201320 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9894331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201351 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -9894320.000000 Penalty: 1112.534180
	Iteration 96Q: 3 clusters Score -9894320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201378 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9894312.000000 Penalty: 1112.534180
	Iteration 97Q: 3 clusters Score -9894312 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201402 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -9894309.000000 Penalty: 1112.534180
	Iteration 98Q: 3 clusters Score -9894309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201426 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -9894298.000000 Penalty: 1112.534180
	Iteration 99Q: 3 clusters Score -9894298 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201452 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9894290.000000 Penalty: 1112.534180
	Iteration 100F: 3 clusters Score -9894290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201483 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9894279.000000 Penalty: 1112.534180
	Iteration 101Q: 3 clusters Score -9894279 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201511 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -9894277.000000 Penalty: 1112.534180
	Iteration 102Q: 3 clusters Score -9894277 nChanged 31
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Mstep: Class 1 contains 201540 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -9894273.000000 Penalty: 1112.534180
	Iteration 103Q: 3 clusters Score -9894273 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201587 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9894264.000000 Penalty: 1112.534180
	Iteration 104Q: 3 clusters Score -9894264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201624 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9894249.000000 Penalty: 1112.534180
	Iteration 105Q: 3 clusters Score -9894249 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201657 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -9894256.000000 Penalty: 1112.534180
	Iteration 106Q: 3 clusters Score -9894256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201688 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9894250.000000 Penalty: 1112.534180
	Iteration 107Q: 3 clusters Score -9894250 nChanged 30
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Mstep: Class 1 contains 201714 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -9894258.000000 Penalty: 1112.534180
	Iteration 108Q: 3 clusters Score -9894258 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201733 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -9894263.000000 Penalty: 1112.534180
	Iteration 109Q: 3 clusters Score -9894263 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201757 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9894256 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201781 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -9894245.000000 Penalty: 1112.534180
	Iteration 111Q: 3 clusters Score -9894245 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201804 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -9894239.000000 Penalty: 1112.534180
	Iteration 112Q: 3 clusters Score -9894239 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201832 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9894234.000000 Penalty: 1112.534180
	Iteration 113Q: 3 clusters Score -9894234 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201860 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9894241.000000 Penalty: 1112.534180
	Iteration 114Q: 3 clusters Score -9894241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201881 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9894232.000000 Penalty: 1112.534180
	Iteration 115Q: 3 clusters Score -9894232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201907 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9894225.000000 Penalty: 1112.534180
	Iteration 116Q: 3 clusters Score -9894225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201940 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9894217.000000 Penalty: 1112.534180
	Iteration 117Q: 3 clusters Score -9894217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201967 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9894205.000000 Penalty: 1112.534180
	Iteration 118Q: 3 clusters Score -9894205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202000 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9894204.000000 Penalty: 1112.534180
	Iteration 119Q: 3 clusters Score -9894204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202042 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -9894204.000000 Penalty: 1112.534180
	Iteration 120F: 3 clusters Score -9894204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202076 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9894189.000000 Penalty: 1112.534180
	Iteration 121Q: 3 clusters Score -9894189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202105 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9894175.000000 Penalty: 1112.534180
	Iteration 122Q: 3 clusters Score -9894175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202133 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9894164.000000 Penalty: 1112.534180
	Iteration 123Q: 3 clusters Score -9894164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202162 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9894175.000000 Penalty: 1112.534180
	Iteration 124Q: 3 clusters Score -9894175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202192 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9894188.000000 Penalty: 1112.534180
	Iteration 125Q: 3 clusters Score -9894188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202223 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9894173.000000 Penalty: 1112.534180
	Iteration 126Q: 3 clusters Score -9894173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202248 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9894157.000000 Penalty: 1112.534180
	Iteration 127Q: 3 clusters Score -9894157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202271 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9894158.000000 Penalty: 1112.534180
	Iteration 128Q: 3 clusters Score -9894158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202288 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9894150.000000 Penalty: 1112.534180
	Iteration 129Q: 3 clusters Score -9894150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202302 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -9894160.000000 Penalty: 1112.534180
	Iteration 130Q: 3 clusters Score -9894160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202317 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9894151.000000 Penalty: 1112.534180
	Iteration 131Q: 3 clusters Score -9894151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202332 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9894143.000000 Penalty: 1112.534180
	Iteration 132Q: 3 clusters Score -9894143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202344 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9894134.000000 Penalty: 1112.534180
	Iteration 133Q: 3 clusters Score -9894134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202355 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9894130.000000 Penalty: 1112.534180
	Iteration 134Q: 3 clusters Score -9894130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202368 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9894139.000000 Penalty: 1112.534180
	Iteration 135Q: 3 clusters Score -9894139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202371 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9894140.000000 Penalty: 1112.534180
	Iteration 136Q: 3 clusters Score -9894140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202374 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -9894141.000000 Penalty: 1112.534180
	Iteration 137Q: 3 clusters Score -9894141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202378 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9894145.000000 Penalty: 1112.534180
	Iteration 138Q: 3 clusters Score -9894145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202382 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9894137.000000 Penalty: 1112.534180
	Iteration 139Q: 3 clusters Score -9894137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202384 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -9894133.000000 Penalty: 1112.534180
	Iteration 140F: 3 clusters Score -9894133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202388 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -9894131.000000 Penalty: 1112.534180
	Iteration 141Q: 3 clusters Score -9894131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202389 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9894129.000000 Penalty: 1112.534180
	Iteration 142Q: 3 clusters Score -9894129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202390 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9894137.000000 Penalty: 1112.534180
	Iteration 143Q: 3 clusters Score -9894137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202395 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9894126.000000 Penalty: 1112.534180
	Iteration 144Q: 3 clusters Score -9894126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202402 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9894128.000000 Penalty: 1112.534180
	Iteration 145Q: 3 clusters Score -9894128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202405 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9894124.000000 Penalty: 1112.534180
	Iteration 146Q: 3 clusters Score -9894124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202410 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9894114.000000 Penalty: 1112.534180
	Iteration 147Q: 3 clusters Score -9894114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202415 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9894112.000000 Penalty: 1112.534180
	Iteration 148Q: 3 clusters Score -9894112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202417 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9894109.000000 Penalty: 1112.534180
	Iteration 149Q: 3 clusters Score -9894109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202417 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9894109.000000 Penalty: 1112.534180
	Iteration 150F: 3 clusters Score -9894109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 202417 members 
Mstep: Class 19 contains 230482 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 1537 members 
Entering Unmasked Estep 
Score: -90502232.000000 Penalty: 19121.310547
Splitting cluster 18 changes total score from -90505192.000000 to -90502232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (230482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230482 members 
Entering Unmasked Estep 
Score: -11474769.000000 Penalty: 561.830750
	Iteration 0F: 2 clusters Score -1.147477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 115381 members 
Entering Unmasked Estep 
Score: -11344377.000000 Penalty: 1123.661499
	Iteration 0F: 3 clusters Score -1.134438e+07 nChanged 113290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112527 members 
Mstep: Class 2 contains 117955 members 
Entering Unmasked Estep 
Score: -11413212.000000 Penalty: 1123.661499
	Iteration 1F: 3 clusters Score -1.141321e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111025 members 
Mstep: Class 2 contains 119457 members 
Entering Unmasked Estep 
Score: -11415486.000000 Penalty: 1123.661499
	Iteration 2Q: 3 clusters Score -1.141549e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Mstep: Class 2 contains 122057 members 
Entering Unmasked Estep 
Score: -11419664.000000 Penalty: 1123.661499
	Iteration 3Q: 3 clusters Score -1.141966e+07 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104263 members 
Mstep: Class 2 contains 126219 members 
Entering Unmasked Estep 
Score: -11427434.000000 Penalty: 1123.661499
	Iteration 4F: 3 clusters Score -1.142743e+07 nChanged 18545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99392 members 
Mstep: Class 2 contains 131090 members 
Entering Unmasked Estep 
Score: -11443208.000000 Penalty: 1123.661499
	Iteration 5F: 3 clusters Score -1.144321e+07 nChanged 21138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 133848 members 
Entering Unmasked Estep 
Score: -11464956.000000 Penalty: 1123.661499
	Iteration 6F: 3 clusters Score -1.146496e+07 nChanged 18549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 131715 members 
Entering Unmasked Estep 
Score: -11478159.000000 Penalty: 1123.661499
	Iteration 7F: 3 clusters Score -1.147816e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103443 members 
Mstep: Class 2 contains 127039 members 
Entering Unmasked Estep 
Score: -11481522.000000 Penalty: 1123.661499
	Iteration 8Q: 3 clusters Score -1.148152e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 121425 members 
Entering Unmasked Estep 
Score: -11483196.000000 Penalty: 1123.661499
	Iteration 9Q: 3 clusters Score -1.14832e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114839 members 
Mstep: Class 2 contains 115643 members 
Entering Unmasked Estep 
Score: -11484896.000000 Penalty: 1123.661499
	Iteration 10Q: 3 clusters Score -1.14849e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120600 members 
Mstep: Class 2 contains 109882 members 
Entering Unmasked Estep 
Score: -11486226.000000 Penalty: 1123.661499
	Iteration 11Q: 3 clusters Score -1.148623e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125909 members 
Mstep: Class 2 contains 104573 members 
Entering Unmasked Estep 
Score: -11487326.000000 Penalty: 1123.661499
	Iteration 12Q: 3 clusters Score -1.148733e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130636 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -11488087.000000 Penalty: 1123.661499
	Iteration 13Q: 3 clusters Score -1.148809e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134604 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -11488410.000000 Penalty: 1123.661499
	Iteration 14Q: 3 clusters Score -1.148841e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -11488763.000000 Penalty: 1123.661499
	Iteration 15Q: 3 clusters Score -1.148876e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141529 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -11488870.000000 Penalty: 1123.661499
	Iteration 16Q: 3 clusters Score -1.148887e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144408 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -11488961.000000 Penalty: 1123.661499
	Iteration 17Q: 3 clusters Score -1.148896e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 83545 members 
Entering Unmasked Estep 
Score: -11488888.000000 Penalty: 1123.661499
	Iteration 18Q: 3 clusters Score -1.148889e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149206 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -11488834.000000 Penalty: 1123.661499
	Iteration 19Q: 3 clusters Score -1.148883e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150958 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -11488721.000000 Penalty: 1123.661499
	Iteration 20F: 3 clusters Score -1.148872e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152531 members 
Mstep: Class 2 contains 77951 members 
Entering Unmasked Estep 
Score: -11488720.000000 Penalty: 1123.661499
	Iteration 21Q: 3 clusters Score -1.148872e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154105 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -11488715.000000 Penalty: 1123.661499
	Iteration 22Q: 3 clusters Score -1.148872e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155745 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -11488688.000000 Penalty: 1123.661499
	Iteration 23Q: 3 clusters Score -1.148869e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -11488620.000000 Penalty: 1123.661499
	Iteration 24Q: 3 clusters Score -1.148862e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158867 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -11488533.000000 Penalty: 1123.661499
	Iteration 25Q: 3 clusters Score -1.148853e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160480 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
Score: -11488537.000000 Penalty: 1123.661499
	Iteration 26Q: 3 clusters Score -1.148854e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162176 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -11488918.000000 Penalty: 1123.661499
	Iteration 27Q: 3 clusters Score -1.148892e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163701 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -11489224.000000 Penalty: 1123.661499
	Iteration 28Q: 3 clusters Score -1.148922e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165011 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -11489434.000000 Penalty: 1123.661499
	Iteration 29Q: 3 clusters Score -1.148943e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166140 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -11489589.000000 Penalty: 1123.661499
	Iteration 30Q: 3 clusters Score -1.148959e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167130 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -11489727.000000 Penalty: 1123.661499
	Iteration 31Q: 3 clusters Score -1.148973e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168031 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -11489778.000000 Penalty: 1123.661499
	Iteration 32Q: 3 clusters Score -1.148978e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168840 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -11489870.000000 Penalty: 1123.661499
	Iteration 33Q: 3 clusters Score -1.148987e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169575 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -11489906.000000 Penalty: 1123.661499
	Iteration 34Q: 3 clusters Score -1.148991e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170220 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -11489917.000000 Penalty: 1123.661499
	Iteration 35Q: 3 clusters Score -1.148992e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170862 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -11489932.000000 Penalty: 1123.661499
	Iteration 36Q: 3 clusters Score -1.148993e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -11489911.000000 Penalty: 1123.661499
	Iteration 37Q: 3 clusters Score -1.148991e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171930 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -11489920.000000 Penalty: 1123.661499
	Iteration 38Q: 3 clusters Score -1.148992e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172388 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -11489912.000000 Penalty: 1123.661499
	Iteration 39Q: 3 clusters Score -1.148991e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172845 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -11489910.000000 Penalty: 1123.661499
	Iteration 40F: 3 clusters Score -1.148991e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173269 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -11489914.000000 Penalty: 1123.661499
	Iteration 41Q: 3 clusters Score -1.148991e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173730 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -11489887.000000 Penalty: 1123.661499
	Iteration 42Q: 3 clusters Score -1.148989e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174165 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -11489891.000000 Penalty: 1123.661499
	Iteration 43Q: 3 clusters Score -1.148989e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174567 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -11489877.000000 Penalty: 1123.661499
	Iteration 44Q: 3 clusters Score -1.148988e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174992 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -11489867.000000 Penalty: 1123.661499
	Iteration 45Q: 3 clusters Score -1.148987e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175387 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -11489837.000000 Penalty: 1123.661499
	Iteration 46Q: 3 clusters Score -1.148984e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175781 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -11489826.000000 Penalty: 1123.661499
	Iteration 47Q: 3 clusters Score -1.148983e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176131 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -11489816.000000 Penalty: 1123.661499
	Iteration 48Q: 3 clusters Score -1.148982e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176443 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -11489805.000000 Penalty: 1123.661499
	Iteration 49Q: 3 clusters Score -1.14898e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176734 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -11489802.000000 Penalty: 1123.661499
	Iteration 50Q: 3 clusters Score -1.14898e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177041 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -11489761.000000 Penalty: 1123.661499
	Iteration 51Q: 3 clusters Score -1.148976e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177330 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -11489749.000000 Penalty: 1123.661499
	Iteration 52Q: 3 clusters Score -1.148975e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177644 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -11489716.000000 Penalty: 1123.661499
	Iteration 53Q: 3 clusters Score -1.148972e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177919 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -11489694.000000 Penalty: 1123.661499
	Iteration 54Q: 3 clusters Score -1.148969e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178161 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -11489689.000000 Penalty: 1123.661499
	Iteration 55Q: 3 clusters Score -1.148969e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -11489638.000000 Penalty: 1123.661499
	Iteration 56Q: 3 clusters Score -1.148964e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178639 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -11489597.000000 Penalty: 1123.661499
	Iteration 57Q: 3 clusters Score -1.14896e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178865 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -11489580.000000 Penalty: 1123.661499
	Iteration 58Q: 3 clusters Score -1.148958e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179017 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -11489561.000000 Penalty: 1123.661499
	Iteration 59Q: 3 clusters Score -1.148956e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179176 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -11489541.000000 Penalty: 1123.661499
	Iteration 60F: 3 clusters Score -1.148954e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179332 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -11489513.000000 Penalty: 1123.661499
	Iteration 61Q: 3 clusters Score -1.148951e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -11489499.000000 Penalty: 1123.661499
	Iteration 62Q: 3 clusters Score -1.14895e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179609 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -11489504.000000 Penalty: 1123.661499
	Iteration 63Q: 3 clusters Score -1.14895e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179767 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -11489496.000000 Penalty: 1123.661499
	Iteration 64Q: 3 clusters Score -1.14895e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179935 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -11489472.000000 Penalty: 1123.661499
	Iteration 65Q: 3 clusters Score -1.148947e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180115 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -11489447.000000 Penalty: 1123.661499
	Iteration 66Q: 3 clusters Score -1.148945e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180291 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -11489416.000000 Penalty: 1123.661499
	Iteration 67Q: 3 clusters Score -1.148942e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180458 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -11489402.000000 Penalty: 1123.661499
	Iteration 68Q: 3 clusters Score -1.14894e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180588 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -11489400.000000 Penalty: 1123.661499
	Iteration 69Q: 3 clusters Score -1.14894e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180729 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -11489371.000000 Penalty: 1123.661499
	Iteration 70Q: 3 clusters Score -1.148937e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180844 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -11489359.000000 Penalty: 1123.661499
	Iteration 71Q: 3 clusters Score -1.148936e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180955 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -11489318.000000 Penalty: 1123.661499
	Iteration 72Q: 3 clusters Score -1.148932e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181072 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -11489285.000000 Penalty: 1123.661499
	Iteration 73Q: 3 clusters Score -1.148928e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181167 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -11489318.000000 Penalty: 1123.661499
	Iteration 74Q: 3 clusters Score -1.148932e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181288 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -11489307.000000 Penalty: 1123.661499
	Iteration 75Q: 3 clusters Score -1.148931e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181412 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -11489281.000000 Penalty: 1123.661499
	Iteration 76Q: 3 clusters Score -1.148928e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181544 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -11489268.000000 Penalty: 1123.661499
	Iteration 77Q: 3 clusters Score -1.148927e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181672 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -11489278.000000 Penalty: 1123.661499
	Iteration 78Q: 3 clusters Score -1.148928e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181815 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -11489283.000000 Penalty: 1123.661499
	Iteration 79Q: 3 clusters Score -1.148928e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181988 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -11489242.000000 Penalty: 1123.661499
	Iteration 80F: 3 clusters Score -1.148924e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182164 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -11489223.000000 Penalty: 1123.661499
	Iteration 81Q: 3 clusters Score -1.148922e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182363 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -11489202.000000 Penalty: 1123.661499
	Iteration 82Q: 3 clusters Score -1.14892e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182597 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -11489235.000000 Penalty: 1123.661499
	Iteration 83Q: 3 clusters Score -1.148924e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182826 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -11489222.000000 Penalty: 1123.661499
	Iteration 84Q: 3 clusters Score -1.148922e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183132 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -11489154.000000 Penalty: 1123.661499
	Iteration 85Q: 3 clusters Score -1.148915e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183489 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -11489102.000000 Penalty: 1123.661499
	Iteration 86Q: 3 clusters Score -1.14891e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183893 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -11489128.000000 Penalty: 1123.661499
	Iteration 87Q: 3 clusters Score -1.148913e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184329 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -11489179.000000 Penalty: 1123.661499
	Iteration 88Q: 3 clusters Score -1.148918e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184852 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -11489274.000000 Penalty: 1123.661499
	Iteration 89Q: 3 clusters Score -1.148927e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185454 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -11489425.000000 Penalty: 1123.661499
	Iteration 90Q: 3 clusters Score -1.148942e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186029 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -11489492.000000 Penalty: 1123.661499
	Iteration 91Q: 3 clusters Score -1.148949e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186550 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -11489516.000000 Penalty: 1123.661499
	Iteration 92Q: 3 clusters Score -1.148952e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187036 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -11489581.000000 Penalty: 1123.661499
	Iteration 93Q: 3 clusters Score -1.148958e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187505 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -11489548.000000 Penalty: 1123.661499
	Iteration 94Q: 3 clusters Score -1.148955e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187787 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -11489566.000000 Penalty: 1123.661499
	Iteration 95Q: 3 clusters Score -1.148957e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187963 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -11489567.000000 Penalty: 1123.661499
	Iteration 96Q: 3 clusters Score -1.148957e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188111 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -11489529.000000 Penalty: 1123.661499
	Iteration 97Q: 3 clusters Score -1.148953e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188225 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -11489523.000000 Penalty: 1123.661499
	Iteration 98Q: 3 clusters Score -1.148952e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188355 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -11489510.000000 Penalty: 1123.661499
	Iteration 99Q: 3 clusters Score -1.148951e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188423 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -11489434.000000 Penalty: 1123.661499
	Iteration 100F: 3 clusters Score -1.148943e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188424 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -11489429.000000 Penalty: 1123.661499
	Iteration 101Q: 3 clusters Score -1.148943e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188405 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -11489415.000000 Penalty: 1123.661499
	Iteration 102Q: 3 clusters Score -1.148942e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188385 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -11489419.000000 Penalty: 1123.661499
	Iteration 103Q: 3 clusters Score -1.148942e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188366 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -11489411.000000 Penalty: 1123.661499
	Iteration 104Q: 3 clusters Score -1.148941e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188319 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -11489408.000000 Penalty: 1123.661499
	Iteration 105Q: 3 clusters Score -1.148941e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188261 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -11489395.000000 Penalty: 1123.661499
	Iteration 106Q: 3 clusters Score -1.14894e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188207 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -11489408.000000 Penalty: 1123.661499
	Iteration 107Q: 3 clusters Score -1.148941e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188142 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -11489406.000000 Penalty: 1123.661499
	Iteration 108Q: 3 clusters Score -1.148941e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188081 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -11489343.000000 Penalty: 1123.661499
	Iteration 109Q: 3 clusters Score -1.148934e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188004 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -11489352.000000 Penalty: 1123.661499
	Iteration 110Q: 3 clusters Score -1.148935e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187887 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -11489303.000000 Penalty: 1123.661499
	Iteration 111Q: 3 clusters Score -1.14893e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187785 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -11489285.000000 Penalty: 1123.661499
	Iteration 112Q: 3 clusters Score -1.148928e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187700 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -11489313.000000 Penalty: 1123.661499
	Iteration 113Q: 3 clusters Score -1.148931e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187612 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -11489269.000000 Penalty: 1123.661499
	Iteration 114Q: 3 clusters Score -1.148927e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187511 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -11489293.000000 Penalty: 1123.661499
	Iteration 115Q: 3 clusters Score -1.148929e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187422 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -11489237.000000 Penalty: 1123.661499
	Iteration 116Q: 3 clusters Score -1.148924e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187354 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -11489196.000000 Penalty: 1123.661499
	Iteration 117Q: 3 clusters Score -1.14892e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187284 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -11489176.000000 Penalty: 1123.661499
	Iteration 118Q: 3 clusters Score -1.148918e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187207 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -11489118.000000 Penalty: 1123.661499
	Iteration 119Q: 3 clusters Score -1.148912e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187102 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -11489067.000000 Penalty: 1123.661499
	Iteration 120F: 3 clusters Score -1.148907e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187007 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -11489077.000000 Penalty: 1123.661499
	Iteration 121Q: 3 clusters Score -1.148908e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186913 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -11489093.000000 Penalty: 1123.661499
	Iteration 122Q: 3 clusters Score -1.148909e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -11489097.000000 Penalty: 1123.661499
	Iteration 123Q: 3 clusters Score -1.14891e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186720 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -11489104.000000 Penalty: 1123.661499
	Iteration 124Q: 3 clusters Score -1.14891e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186613 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -11489075.000000 Penalty: 1123.661499
	Iteration 125Q: 3 clusters Score -1.148908e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186537 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -11489070.000000 Penalty: 1123.661499
	Iteration 126Q: 3 clusters Score -1.148907e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186481 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -11489067.000000 Penalty: 1123.661499
	Iteration 127Q: 3 clusters Score -1.148907e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186373 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -11489049.000000 Penalty: 1123.661499
	Iteration 128Q: 3 clusters Score -1.148905e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186277 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -11489058.000000 Penalty: 1123.661499
	Iteration 129Q: 3 clusters Score -1.148906e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186207 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -11489059.000000 Penalty: 1123.661499
	Iteration 130Q: 3 clusters Score -1.148906e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186141 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -11489072.000000 Penalty: 1123.661499
	Iteration 131Q: 3 clusters Score -1.148907e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186069 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -11489092.000000 Penalty: 1123.661499
	Iteration 132Q: 3 clusters Score -1.148909e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185997 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -11489110.000000 Penalty: 1123.661499
	Iteration 133Q: 3 clusters Score -1.148911e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185913 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -11489078.000000 Penalty: 1123.661499
	Iteration 134Q: 3 clusters Score -1.148908e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185833 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -11489069.000000 Penalty: 1123.661499
	Iteration 135Q: 3 clusters Score -1.148907e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185768 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -11489057.000000 Penalty: 1123.661499
	Iteration 136Q: 3 clusters Score -1.148906e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185702 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -11489055.000000 Penalty: 1123.661499
	Iteration 137Q: 3 clusters Score -1.148906e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185644 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -11489032.000000 Penalty: 1123.661499
	Iteration 138Q: 3 clusters Score -1.148903e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185598 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -11489021.000000 Penalty: 1123.661499
	Iteration 139Q: 3 clusters Score -1.148902e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185551 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -11489036.000000 Penalty: 1123.661499
	Iteration 140F: 3 clusters Score -1.148904e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185493 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -11489062.000000 Penalty: 1123.661499
	Iteration 141Q: 3 clusters Score -1.148906e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185446 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -11489067.000000 Penalty: 1123.661499
	Iteration 142Q: 3 clusters Score -1.148907e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185393 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -11489068.000000 Penalty: 1123.661499
	Iteration 143Q: 3 clusters Score -1.148907e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185356 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -11489057.000000 Penalty: 1123.661499
	Iteration 144Q: 3 clusters Score -1.148906e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185319 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -11489060.000000 Penalty: 1123.661499
	Iteration 145Q: 3 clusters Score -1.148906e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185283 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -11489055.000000 Penalty: 1123.661499
	Iteration 146Q: 3 clusters Score -1.148906e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185267 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -11489058.000000 Penalty: 1123.661499
	Iteration 147Q: 3 clusters Score -1.148906e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185264 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -11489051.000000 Penalty: 1123.661499
	Iteration 148Q: 3 clusters Score -1.148905e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185252 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -11489051.000000 Penalty: 1123.661499
	Iteration 149Q: 3 clusters Score -1.148905e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185239 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -11489044.000000 Penalty: 1123.661499
	Iteration 150Q: 3 clusters Score -1.148904e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185231 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -11489036.000000 Penalty: 1123.661499
	Iteration 151Q: 3 clusters Score -1.148904e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185223 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -11489062.000000 Penalty: 1123.661499
	Iteration 152Q: 3 clusters Score -1.148906e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185210 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -11489065.000000 Penalty: 1123.661499
	Iteration 153Q: 3 clusters Score -1.148906e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185200 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -11489071.000000 Penalty: 1123.661499
	Iteration 154Q: 3 clusters Score -1.148907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185191 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -11489070.000000 Penalty: 1123.661499
	Iteration 155Q: 3 clusters Score -1.148907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185190 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -11489063.000000 Penalty: 1123.661499
	Iteration 156Q: 3 clusters Score -1.148906e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185196 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -11489055.000000 Penalty: 1123.661499
	Iteration 157Q: 3 clusters Score -1.148906e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185194 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -11489071.000000 Penalty: 1123.661499
	Iteration 158Q: 3 clusters Score -1.148907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185189 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -11489073.000000 Penalty: 1123.661499
	Iteration 159Q: 3 clusters Score -1.148907e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185193 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -11489084.000000 Penalty: 1123.661499
	Iteration 160F: 3 clusters Score -1.148908e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185188 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -11489080.000000 Penalty: 1123.661499
	Iteration 161Q: 3 clusters Score -1.148908e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185184 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -11489078.000000 Penalty: 1123.661499
	Iteration 162Q: 3 clusters Score -1.148908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185179 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -11489081.000000 Penalty: 1123.661499
	Iteration 163Q: 3 clusters Score -1.148908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185178 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -11489085.000000 Penalty: 1123.661499
	Iteration 164Q: 3 clusters Score -1.148908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185179 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -11489087.000000 Penalty: 1123.661499
	Iteration 165Q: 3 clusters Score -1.148909e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185177 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -11489085.000000 Penalty: 1123.661499
	Iteration 166Q: 3 clusters Score -1.148908e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185171 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -11489082.000000 Penalty: 1123.661499
	Iteration 167Q: 3 clusters Score -1.148908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185166 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -11489068.000000 Penalty: 1123.661499
	Iteration 168Q: 3 clusters Score -1.148907e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185156 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -11489064.000000 Penalty: 1123.661499
	Iteration 169Q: 3 clusters Score -1.148906e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185137 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -11489051.000000 Penalty: 1123.661499
	Iteration 170Q: 3 clusters Score -1.148905e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185125 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -11489056.000000 Penalty: 1123.661499
	Iteration 171Q: 3 clusters Score -1.148906e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185106 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -11489070.000000 Penalty: 1123.661499
	Iteration 172Q: 3 clusters Score -1.148907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185089 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -11489076.000000 Penalty: 1123.661499
	Iteration 173Q: 3 clusters Score -1.148908e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185083 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -11489071.000000 Penalty: 1123.661499
	Iteration 174Q: 3 clusters Score -1.148907e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185064 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -11489077.000000 Penalty: 1123.661499
	Iteration 175Q: 3 clusters Score -1.148908e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185037 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -11489066.000000 Penalty: 1123.661499
	Iteration 176Q: 3 clusters Score -1.148907e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185015 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -11489065.000000 Penalty: 1123.661499
	Iteration 177Q: 3 clusters Score -1.148906e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184987 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -11489077.000000 Penalty: 1123.661499
	Iteration 178Q: 3 clusters Score -1.148908e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184962 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -11489092.000000 Penalty: 1123.661499
	Iteration 179Q: 3 clusters Score -1.148909e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184936 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -11489093.000000 Penalty: 1123.661499
	Iteration 180F: 3 clusters Score -1.148909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184913 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -11489090.000000 Penalty: 1123.661499
	Iteration 181Q: 3 clusters Score -1.148909e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184885 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -11489090.000000 Penalty: 1123.661499
	Iteration 182Q: 3 clusters Score -1.148909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184859 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -11489089.000000 Penalty: 1123.661499
	Iteration 183Q: 3 clusters Score -1.148909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184834 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -11489076.000000 Penalty: 1123.661499
	Iteration 184Q: 3 clusters Score -1.148908e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184806 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -11489081.000000 Penalty: 1123.661499
	Iteration 185Q: 3 clusters Score -1.148908e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184782 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -11489083.000000 Penalty: 1123.661499
	Iteration 186Q: 3 clusters Score -1.148908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184768 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -11489099.000000 Penalty: 1123.661499
	Iteration 187Q: 3 clusters Score -1.14891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184753 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -11489094.000000 Penalty: 1123.661499
	Iteration 188Q: 3 clusters Score -1.148909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184736 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -11489088.000000 Penalty: 1123.661499
	Iteration 189Q: 3 clusters Score -1.148909e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184721 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -11489085.000000 Penalty: 1123.661499
	Iteration 190Q: 3 clusters Score -1.148908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184700 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -11489088.000000 Penalty: 1123.661499
	Iteration 191Q: 3 clusters Score -1.148909e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184675 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -11489087.000000 Penalty: 1123.661499
	Iteration 192Q: 3 clusters Score -1.148909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184646 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -11489078.000000 Penalty: 1123.661499
	Iteration 193Q: 3 clusters Score -1.148908e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -11489071.000000 Penalty: 1123.661499
	Iteration 194Q: 3 clusters Score -1.148907e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184612 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -11489062.000000 Penalty: 1123.661499
	Iteration 195Q: 3 clusters Score -1.148906e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184591 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -11489056.000000 Penalty: 1123.661499
	Iteration 196Q: 3 clusters Score -1.148906e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184578 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -11489042.000000 Penalty: 1123.661499
	Iteration 197Q: 3 clusters Score -1.148904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -11489033.000000 Penalty: 1123.661499
	Iteration 198Q: 3 clusters Score -1.148903e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184548 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -11489029.000000 Penalty: 1123.661499
	Iteration 199Q: 3 clusters Score -1.148903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184538 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -11489030.000000 Penalty: 1123.661499
	Iteration 200F: 3 clusters Score -1.148903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184528 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -11489032.000000 Penalty: 1123.661499
	Iteration 201Q: 3 clusters Score -1.148903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184520 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -11489044.000000 Penalty: 1123.661499
	Iteration 202Q: 3 clusters Score -1.148904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184518 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -11489044.000000 Penalty: 1123.661499
	Iteration 203Q: 3 clusters Score -1.148904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184519 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -11489041.000000 Penalty: 1123.661499
	Iteration 204Q: 3 clusters Score -1.148904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184518 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -11489043.000000 Penalty: 1123.661499
	Iteration 205Q: 3 clusters Score -1.148904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184513 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -11489050.000000 Penalty: 1123.661499
	Iteration 206Q: 3 clusters Score -1.148905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184513 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -11489055.000000 Penalty: 1123.661499
	Iteration 207Q: 3 clusters Score -1.148906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184511 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -11489056.000000 Penalty: 1123.661499
	Iteration 208Q: 3 clusters Score -1.148906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184511 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -11489056.000000 Penalty: 1123.661499
	Iteration 209F: 3 clusters Score -1.148906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 184511 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 45971 members 
Entering Unmasked Estep 
Score: -90514712.000000 Penalty: 19121.310547
Splitting cluster 19 changes total score from -90505192.000000 to -90514712.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -33301.074219 Penalty: 315.999817
	Iteration 0F: 2 clusters Score -33301.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -32523.388672 Penalty: 631.999634
	Iteration 0F: 3 clusters Score -32523.39 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -33147.847656 Penalty: 631.999634
	Iteration 1F: 3 clusters Score -33147.85 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -33492.652344 Penalty: 631.999634
	Iteration 2F: 3 clusters Score -33492.65 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -33660.242188 Penalty: 631.999634
	Iteration 3F: 3 clusters Score -33660.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -33735.695312 Penalty: 631.999634
	Iteration 4F: 3 clusters Score -33735.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -33766.964844 Penalty: 631.999634
	Iteration 5Q: 3 clusters Score -33766.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -33778.070312 Penalty: 631.999634
	Iteration 6Q: 3 clusters Score -33778.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -33783.003906 Penalty: 631.999634
	Iteration 7Q: 3 clusters Score -33783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -33785.289062 Penalty: 631.999634
	Iteration 8Q: 3 clusters Score -33785.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -33785.468750 Penalty: 631.999634
	Iteration 9Q: 3 clusters Score -33785.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -33785.468750 Penalty: 631.999634
	Iteration 10F: 3 clusters Score -33785.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 184511 members 
Mstep: Class 20 contains 508 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 45971 members 
Mstep: Class 30 contains 530 members 
Entering Unmasked Estep 
Score: -90514856.000000 Penalty: 19780.666016
Splitting cluster 20 changes total score from -90505192.000000 to -90514856.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (128991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128991 members 
Entering Unmasked Estep 
Score: -6131781.000000 Penalty: 535.421143
	Iteration 0F: 2 clusters Score -6131781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -6044437.000000 Penalty: 1070.842285
	Iteration 0F: 3 clusters Score -6044437 nChanged 63318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -6085331.000000 Penalty: 1070.842285
	Iteration 1F: 3 clusters Score -6085331 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -6088776.000000 Penalty: 1070.842285
	Iteration 2F: 3 clusters Score -6088776 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -6094555.500000 Penalty: 1070.842285
	Iteration 3F: 3 clusters Score -6094556 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 99156 members 
Entering Unmasked Estep 
Score: -6103005.500000 Penalty: 1070.842285
	Iteration 4F: 3 clusters Score -6103006 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 109163 members 
Entering Unmasked Estep 
Score: -6113011.500000 Penalty: 1070.842285
	Iteration 5F: 3 clusters Score -6113012 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 117048 members 
Entering Unmasked Estep 
Score: -6121424.500000 Penalty: 1070.842285
	Iteration 6F: 3 clusters Score -6121424 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 121469 members 
Entering Unmasked Estep 
Score: -6126338.000000 Penalty: 1070.842285
	Iteration 7Q: 3 clusters Score -6126338 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 123285 members 
Entering Unmasked Estep 
Score: -6128994.500000 Penalty: 1070.842285
	Iteration 8Q: 3 clusters Score -6128994 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 123783 members 
Entering Unmasked Estep 
Score: -6130013.000000 Penalty: 1070.842285
	Iteration 9Q: 3 clusters Score -6130013 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -6130431.000000 Penalty: 1070.842285
	Iteration 10Q: 3 clusters Score -6130431 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 124383 members 
Entering Unmasked Estep 
Score: -6130610.000000 Penalty: 1070.842285
	Iteration 11Q: 3 clusters Score -6130610 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 124638 members 
Entering Unmasked Estep 
Score: -6130724.000000 Penalty: 1070.842285
	Iteration 12Q: 3 clusters Score -6130724 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 124883 members 
Entering Unmasked Estep 
Score: -6130830.500000 Penalty: 1070.842285
	Iteration 13Q: 3 clusters Score -6130830 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 125102 members 
Entering Unmasked Estep 
Score: -6130906.000000 Penalty: 1070.842285
	Iteration 14Q: 3 clusters Score -6130906 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 125266 members 
Entering Unmasked Estep 
Score: -6130965.500000 Penalty: 1070.842285
	Iteration 15Q: 3 clusters Score -6130966 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 125418 members 
Entering Unmasked Estep 
Score: -6130992.500000 Penalty: 1070.842285
	Iteration 16Q: 3 clusters Score -6130992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 125553 members 
Entering Unmasked Estep 
Score: -6131013.000000 Penalty: 1070.842285
	Iteration 17Q: 3 clusters Score -6131013 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -6131047.500000 Penalty: 1070.842285
	Iteration 18Q: 3 clusters Score -6131048 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 125750 members 
Entering Unmasked Estep 
Score: -6131069.500000 Penalty: 1070.842285
	Iteration 19Q: 3 clusters Score -6131070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -6131092.500000 Penalty: 1070.842285
	Iteration 20F: 3 clusters Score -6131092 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
Score: -6131103.000000 Penalty: 1070.842285
	Iteration 21Q: 3 clusters Score -6131103 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 125958 members 
Entering Unmasked Estep 
Score: -6131111.500000 Penalty: 1070.842285
	Iteration 22Q: 3 clusters Score -6131112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 126012 members 
Entering Unmasked Estep 
Score: -6131127.500000 Penalty: 1070.842285
	Iteration 23Q: 3 clusters Score -6131128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 126054 members 
Entering Unmasked Estep 
Score: -6131131.000000 Penalty: 1070.842285
	Iteration 24Q: 3 clusters Score -6131131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 126093 members 
Entering Unmasked Estep 
Score: -6131122.000000 Penalty: 1070.842285
	Iteration 25Q: 3 clusters Score -6131122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 126137 members 
Entering Unmasked Estep 
Score: -6131146.500000 Penalty: 1070.842285
	Iteration 26Q: 3 clusters Score -6131146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 126181 members 
Entering Unmasked Estep 
Score: -6131144.000000 Penalty: 1070.842285
	Iteration 27Q: 3 clusters Score -6131144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 126228 members 
Entering Unmasked Estep 
Score: -6131160.000000 Penalty: 1070.842285
	Iteration 28Q: 3 clusters Score -6131160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 126272 members 
Entering Unmasked Estep 
Score: -6131154.000000 Penalty: 1070.842285
	Iteration 29Q: 3 clusters Score -6131154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 126317 members 
Entering Unmasked Estep 
Score: -6131157.000000 Penalty: 1070.842285
	Iteration 30Q: 3 clusters Score -6131157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 126360 members 
Entering Unmasked Estep 
Score: -6131151.000000 Penalty: 1070.842285
	Iteration 31Q: 3 clusters Score -6131151 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 126415 members 
Entering Unmasked Estep 
Score: -6131150.000000 Penalty: 1070.842285
	Iteration 32Q: 3 clusters Score -6131150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 126479 members 
Entering Unmasked Estep 
Score: -6131154.000000 Penalty: 1070.842285
	Iteration 33Q: 3 clusters Score -6131154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 126547 members 
Entering Unmasked Estep 
Score: -6131166.000000 Penalty: 1070.842285
	Iteration 34Q: 3 clusters Score -6131166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 126605 members 
Entering Unmasked Estep 
Score: -6131177.500000 Penalty: 1070.842285
	Iteration 35Q: 3 clusters Score -6131178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 126661 members 
Entering Unmasked Estep 
Score: -6131185.000000 Penalty: 1070.842285
	Iteration 36Q: 3 clusters Score -6131185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 126717 members 
Entering Unmasked Estep 
Score: -6131181.500000 Penalty: 1070.842285
	Iteration 37Q: 3 clusters Score -6131182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 126766 members 
Entering Unmasked Estep 
Score: -6131198.500000 Penalty: 1070.842285
	Iteration 38Q: 3 clusters Score -6131198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 126810 members 
Entering Unmasked Estep 
Score: -6131182.500000 Penalty: 1070.842285
	Iteration 39Q: 3 clusters Score -6131182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 126845 members 
Entering Unmasked Estep 
Score: -6131194.500000 Penalty: 1070.842285
	Iteration 40F: 3 clusters Score -6131194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 126884 members 
Entering Unmasked Estep 
Score: -6131211.500000 Penalty: 1070.842285
	Iteration 41Q: 3 clusters Score -6131212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 126935 members 
Entering Unmasked Estep 
Score: -6131210.500000 Penalty: 1070.842285
	Iteration 42Q: 3 clusters Score -6131210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 126986 members 
Entering Unmasked Estep 
Score: -6131225.500000 Penalty: 1070.842285
	Iteration 43Q: 3 clusters Score -6131226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 127038 members 
Entering Unmasked Estep 
Score: -6131219.500000 Penalty: 1070.842285
	Iteration 44Q: 3 clusters Score -6131220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 127083 members 
Entering Unmasked Estep 
Score: -6131228.500000 Penalty: 1070.842285
	Iteration 45Q: 3 clusters Score -6131228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 127128 members 
Entering Unmasked Estep 
Score: -6131231.000000 Penalty: 1070.842285
	Iteration 46Q: 3 clusters Score -6131231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 127169 members 
Entering Unmasked Estep 
Score: -6131231.000000 Penalty: 1070.842285
	Iteration 47Q: 3 clusters Score -6131231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 127209 members 
Entering Unmasked Estep 
Score: -6131235.500000 Penalty: 1070.842285
	Iteration 48Q: 3 clusters Score -6131236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 127245 members 
Entering Unmasked Estep 
Score: -6131243.500000 Penalty: 1070.842285
	Iteration 49Q: 3 clusters Score -6131244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 127281 members 
Entering Unmasked Estep 
Score: -6131250.500000 Penalty: 1070.842285
	Iteration 50Q: 3 clusters Score -6131250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 127321 members 
Entering Unmasked Estep 
Score: -6131259.500000 Penalty: 1070.842285
	Iteration 51Q: 3 clusters Score -6131260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 127356 members 
Entering Unmasked Estep 
Score: -6131267.000000 Penalty: 1070.842285
	Iteration 52Q: 3 clusters Score -6131267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 127387 members 
Entering Unmasked Estep 
Score: -6131265.500000 Penalty: 1070.842285
	Iteration 53Q: 3 clusters Score -6131266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -6131264.000000 Penalty: 1070.842285
	Iteration 54Q: 3 clusters Score -6131264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 127433 members 
Entering Unmasked Estep 
Score: -6131262.500000 Penalty: 1070.842285
	Iteration 55Q: 3 clusters Score -6131262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 127450 members 
Entering Unmasked Estep 
Score: -6131264.000000 Penalty: 1070.842285
	Iteration 56Q: 3 clusters Score -6131264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 127465 members 
Entering Unmasked Estep 
Score: -6131270.000000 Penalty: 1070.842285
	Iteration 57Q: 3 clusters Score -6131270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
Score: -6131271.000000 Penalty: 1070.842285
	Iteration 58Q: 3 clusters Score -6131271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 127486 members 
Entering Unmasked Estep 
Score: -6131273.500000 Penalty: 1070.842285
	Iteration 59Q: 3 clusters Score -6131274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -6131274.500000 Penalty: 1070.842285
	Iteration 60F: 3 clusters Score -6131274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 127504 members 
Entering Unmasked Estep 
Score: -6131273.500000 Penalty: 1070.842285
	Iteration 61Q: 3 clusters Score -6131274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 127507 members 
Entering Unmasked Estep 
Score: -6131273.000000 Penalty: 1070.842285
	Iteration 62Q: 3 clusters Score -6131273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 127509 members 
Entering Unmasked Estep 
Score: -6131274.000000 Penalty: 1070.842285
	Iteration 63Q: 3 clusters Score -6131274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -6131277.000000 Penalty: 1070.842285
	Iteration 64Q: 3 clusters Score -6131277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 127516 members 
Entering Unmasked Estep 
Score: -6131276.000000 Penalty: 1070.842285
	Iteration 65Q: 3 clusters Score -6131276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 127519 members 
Entering Unmasked Estep 
Score: -6131273.500000 Penalty: 1070.842285
	Iteration 66Q: 3 clusters Score -6131274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 127521 members 
Entering Unmasked Estep 
Score: -6131275.500000 Penalty: 1070.842285
	Iteration 67Q: 3 clusters Score -6131276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 127525 members 
Entering Unmasked Estep 
Score: -6131273.500000 Penalty: 1070.842285
	Iteration 68Q: 3 clusters Score -6131274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 127528 members 
Entering Unmasked Estep 
Score: -6131272.500000 Penalty: 1070.842285
	Iteration 69Q: 3 clusters Score -6131272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 127529 members 
Entering Unmasked Estep 
Score: -6131275.000000 Penalty: 1070.842285
	Iteration 70Q: 3 clusters Score -6131275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 127531 members 
Entering Unmasked Estep 
Score: -6131274.500000 Penalty: 1070.842285
	Iteration 71Q: 3 clusters Score -6131274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 127533 members 
Entering Unmasked Estep 
Score: -6131275.500000 Penalty: 1070.842285
	Iteration 72Q: 3 clusters Score -6131276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 127534 members 
Entering Unmasked Estep 
Score: -6131274.500000 Penalty: 1070.842285
	Iteration 73Q: 3 clusters Score -6131274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 127536 members 
Entering Unmasked Estep 
Score: -6131273.500000 Penalty: 1070.842285
	Iteration 74Q: 3 clusters Score -6131274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -6131272.000000 Penalty: 1070.842285
	Iteration 75Q: 3 clusters Score -6131272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -6131272.000000 Penalty: 1070.842285
	Iteration 76F: 3 clusters Score -6131272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Entering Unmasked Estep 
Score: -133387.437500 Penalty: 368.113312
	Iteration 0F: 2 clusters Score -133387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -131100.203125 Penalty: 736.226624
	Iteration 0F: 3 clusters Score -131100.2 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -132087.906250 Penalty: 736.226624
	Iteration 1F: 3 clusters Score -132087.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -132317.390625 Penalty: 736.226624
	Iteration 2F: 3 clusters Score -132317.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -132536.484375 Penalty: 736.226624
	Iteration 3F: 3 clusters Score -132536.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -132700.328125 Penalty: 736.226624
	Iteration 4F: 3 clusters Score -132700.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -132839.265625 Penalty: 736.226624
	Iteration 5F: 3 clusters Score -132839.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -132945.875000 Penalty: 736.226624
	Iteration 6Q: 3 clusters Score -132945.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -133037.718750 Penalty: 736.226624
	Iteration 7Q: 3 clusters Score -133037.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -133105.843750 Penalty: 736.226624
	Iteration 8Q: 3 clusters Score -133105.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -133152.609375 Penalty: 736.226624
	Iteration 9Q: 3 clusters Score -133152.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -133183.203125 Penalty: 736.226624
	Iteration 10Q: 3 clusters Score -133183.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -133207.234375 Penalty: 736.226624
	Iteration 11Q: 3 clusters Score -133207.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -133225.937500 Penalty: 736.226624
	Iteration 12Q: 3 clusters Score -133225.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -133238.984375 Penalty: 736.226624
	Iteration 13Q: 3 clusters Score -133239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -133254.562500 Penalty: 736.226624
	Iteration 14Q: 3 clusters Score -133254.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -133271.859375 Penalty: 736.226624
	Iteration 15Q: 3 clusters Score -133271.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -133292.187500 Penalty: 736.226624
	Iteration 16Q: 3 clusters Score -133292.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -133326.031250 Penalty: 736.226624
	Iteration 17Q: 3 clusters Score -133326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -133381.078125 Penalty: 736.226624
	Iteration 18Q: 3 clusters Score -133381.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -133478.093750 Penalty: 736.226624
	Iteration 19Q: 3 clusters Score -133478.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -133561.765625 Penalty: 736.226624
	Iteration 20F: 3 clusters Score -133561.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -133602.015625 Penalty: 736.226624
	Iteration 21Q: 3 clusters Score -133602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -133626.593750 Penalty: 736.226624
	Iteration 22Q: 3 clusters Score -133626.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -133639.937500 Penalty: 736.226624
	Iteration 23Q: 3 clusters Score -133639.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -133648.984375 Penalty: 736.226624
	Iteration 24Q: 3 clusters Score -133649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -133659.359375 Penalty: 736.226624
	Iteration 25Q: 3 clusters Score -133659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -133665.421875 Penalty: 736.226624
	Iteration 26Q: 3 clusters Score -133665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -133667.000000 Penalty: 736.226624
	Iteration 27Q: 3 clusters Score -133667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -133668.171875 Penalty: 736.226624
	Iteration 28Q: 3 clusters Score -133668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -133669.328125 Penalty: 736.226624
	Iteration 29Q: 3 clusters Score -133669.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -133669.828125 Penalty: 736.226624
	Iteration 30Q: 3 clusters Score -133669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -133669.828125 Penalty: 736.226624
	Iteration 31F: 3 clusters Score -133669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 184511 members 
Mstep: Class 20 contains 508 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 213253 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 45971 members 
Mstep: Class 30 contains 530 members 
Mstep: Class 31 contains 2828 members 
Entering Unmasked Estep 
Score: -90514848.000000 Penalty: 20440.023438
Splitting cluster 22 changes total score from -90505192.000000 to -90514848.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 23 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -105875.593750 Penalty: 348.363342
	Iteration 0F: 2 clusters Score -105875.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -104343.468750 Penalty: 696.726685
	Iteration 0F: 3 clusters Score -104343.5 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -104792.281250 Penalty: 696.726685
	Iteration 1F: 3 clusters Score -104792.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -104864.945312 Penalty: 696.726685
	Iteration 2F: 3 clusters Score -104864.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -104908.914062 Penalty: 696.726685
	Iteration 3F: 3 clusters Score -104908.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -104940.632812 Penalty: 696.726685
	Iteration 4Q: 3 clusters Score -104940.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -104959.500000 Penalty: 696.726685
	Iteration 5Q: 3 clusters Score -104959.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -104981.031250 Penalty: 696.726685
	Iteration 6Q: 3 clusters Score -104981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -104992.257812 Penalty: 696.726685
	Iteration 7Q: 3 clusters Score -104992.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -105003.453125 Penalty: 696.726685
	Iteration 8Q: 3 clusters Score -105003.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -105017.398438 Penalty: 696.726685
	Iteration 9Q: 3 clusters Score -105017.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -105031.140625 Penalty: 696.726685
	Iteration 10Q: 3 clusters Score -105031.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -105045.179688 Penalty: 696.726685
	Iteration 11Q: 3 clusters Score -105045.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -105059.546875 Penalty: 696.726685
	Iteration 12Q: 3 clusters Score -105059.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -105078.835938 Penalty: 696.726685
	Iteration 13Q: 3 clusters Score -105078.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -105107.742188 Penalty: 696.726685
	Iteration 14Q: 3 clusters Score -105107.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -105143.671875 Penalty: 696.726685
	Iteration 15Q: 3 clusters Score -105143.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -105193.046875 Penalty: 696.726685
	Iteration 16Q: 3 clusters Score -105193 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -105236.507812 Penalty: 696.726685
	Iteration 17Q: 3 clusters Score -105236.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -105300.273438 Penalty: 696.726685
	Iteration 18Q: 3 clusters Score -105300.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -105361.585938 Penalty: 696.726685
	Iteration 19Q: 3 clusters Score -105361.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -105393.601562 Penalty: 696.726685
	Iteration 20F: 3 clusters Score -105393.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -105411.148438 Penalty: 696.726685
	Iteration 21Q: 3 clusters Score -105411.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -105424.093750 Penalty: 696.726685
	Iteration 22Q: 3 clusters Score -105424.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -105433.351562 Penalty: 696.726685
	Iteration 23Q: 3 clusters Score -105433.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -105440.726562 Penalty: 696.726685
	Iteration 24Q: 3 clusters Score -105440.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -105446.773438 Penalty: 696.726685
	Iteration 25Q: 3 clusters Score -105446.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -105452.687500 Penalty: 696.726685
	Iteration 26Q: 3 clusters Score -105452.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -105459.531250 Penalty: 696.726685
	Iteration 27Q: 3 clusters Score -105459.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -105465.750000 Penalty: 696.726685
	Iteration 28Q: 3 clusters Score -105465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -105469.500000 Penalty: 696.726685
	Iteration 29Q: 3 clusters Score -105469.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -105471.437500 Penalty: 696.726685
	Iteration 30Q: 3 clusters Score -105471.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -105473.242188 Penalty: 696.726685
	Iteration 31Q: 3 clusters Score -105473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -105474.546875 Penalty: 696.726685
	Iteration 32Q: 3 clusters Score -105474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -105475.289062 Penalty: 696.726685
	Iteration 33Q: 3 clusters Score -105475.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -105475.484375 Penalty: 696.726685
	Iteration 34Q: 3 clusters Score -105475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -105475.898438 Penalty: 696.726685
	Iteration 35Q: 3 clusters Score -105475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -105476.132812 Penalty: 696.726685
	Iteration 36Q: 3 clusters Score -105476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -105476.570312 Penalty: 696.726685
	Iteration 37Q: 3 clusters Score -105476.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -105476.804688 Penalty: 696.726685
	Iteration 38Q: 3 clusters Score -105476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -105477.398438 Penalty: 696.726685
	Iteration 39Q: 3 clusters Score -105477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -105477.632812 Penalty: 696.726685
	Iteration 40F: 3 clusters Score -105477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -105477.765625 Penalty: 696.726685
	Iteration 41Q: 3 clusters Score -105477.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -105478.367188 Penalty: 696.726685
	Iteration 42Q: 3 clusters Score -105478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -105478.570312 Penalty: 696.726685
	Iteration 43Q: 3 clusters Score -105478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -105478.960938 Penalty: 696.726685
	Iteration 44Q: 3 clusters Score -105479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -105479.367188 Penalty: 696.726685
	Iteration 45Q: 3 clusters Score -105479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -105479.804688 Penalty: 696.726685
	Iteration 46Q: 3 clusters Score -105479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -105480.367188 Penalty: 696.726685
	Iteration 47Q: 3 clusters Score -105480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -105480.351562 Penalty: 696.726685
	Iteration 48Q: 3 clusters Score -105480.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -105480.351562 Penalty: 696.726685
	Iteration 49F: 3 clusters Score -105480.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (213253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213253 members 
Entering Unmasked Estep 
Score: -10499003.000000 Penalty: 558.295654
	Iteration 0F: 2 clusters Score -1.0499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -10368460.000000 Penalty: 1116.591309
	Iteration 0F: 3 clusters Score -1.036846e+07 nChanged 104881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136225 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -10439640.000000 Penalty: 1116.591309
	Iteration 1F: 3 clusters Score -1.043964e+07 nChanged 16470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -10451052.000000 Penalty: 1116.591309
	Iteration 2F: 3 clusters Score -1.045105e+07 nChanged 19721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164666 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -10470057.000000 Penalty: 1116.591309
	Iteration 3F: 3 clusters Score -1.047006e+07 nChanged 18512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177836 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -10489359.000000 Penalty: 1116.591309
	Iteration 4F: 3 clusters Score -1.048936e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187458 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -10501387.000000 Penalty: 1116.591309
	Iteration 5F: 3 clusters Score -1.050139e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193125 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -10506815.000000 Penalty: 1116.591309
	Iteration 6Q: 3 clusters Score -1.050682e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196449 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -10508614.000000 Penalty: 1116.591309
	Iteration 7Q: 3 clusters Score -1.050861e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198967 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -10508888.000000 Penalty: 1116.591309
	Iteration 8Q: 3 clusters Score -1.050889e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201183 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -10508616.000000 Penalty: 1116.591309
	Iteration 9Q: 3 clusters Score -1.050862e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203173 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -10507614.000000 Penalty: 1116.591309
	Iteration 10Q: 3 clusters Score -1.050761e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204923 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -10506458.000000 Penalty: 1116.591309
	Iteration 11Q: 3 clusters Score -1.050646e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206414 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -10505326.000000 Penalty: 1116.591309
	Iteration 12Q: 3 clusters Score -1.050533e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207615 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -10504444.000000 Penalty: 1116.591309
	Iteration 13Q: 3 clusters Score -1.050444e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208618 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -10503565.000000 Penalty: 1116.591309
	Iteration 14Q: 3 clusters Score -1.050356e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209386 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -10502920.000000 Penalty: 1116.591309
	Iteration 15Q: 3 clusters Score -1.050292e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210017 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -10502368.000000 Penalty: 1116.591309
	Iteration 16Q: 3 clusters Score -1.050237e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210483 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -10501916.000000 Penalty: 1116.591309
	Iteration 17Q: 3 clusters Score -1.050192e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210859 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10501506.000000 Penalty: 1116.591309
	Iteration 18Q: 3 clusters Score -1.050151e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211096 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10501254.000000 Penalty: 1116.591309
	Iteration 19Q: 3 clusters Score -1.050125e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211295 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -10501050.000000 Penalty: 1116.591309
	Iteration 20F: 3 clusters Score -1.050105e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211485 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -10500851.000000 Penalty: 1116.591309
	Iteration 21Q: 3 clusters Score -1.050085e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211663 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10500701.000000 Penalty: 1116.591309
	Iteration 22Q: 3 clusters Score -1.05007e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211812 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -10500548.000000 Penalty: 1116.591309
	Iteration 23Q: 3 clusters Score -1.050055e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211937 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -10500419.000000 Penalty: 1116.591309
	Iteration 24Q: 3 clusters Score -1.050042e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212031 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10500314.000000 Penalty: 1116.591309
	Iteration 25Q: 3 clusters Score -1.050031e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212112 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10500215.000000 Penalty: 1116.591309
	Iteration 26Q: 3 clusters Score -1.050022e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212173 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10500145.000000 Penalty: 1116.591309
	Iteration 27Q: 3 clusters Score -1.050014e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212215 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10500090.000000 Penalty: 1116.591309
	Iteration 28Q: 3 clusters Score -1.050009e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212245 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10500066.000000 Penalty: 1116.591309
	Iteration 29Q: 3 clusters Score -1.050007e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212254 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10500049.000000 Penalty: 1116.591309
	Iteration 30Q: 3 clusters Score -1.050005e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212254 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10500038.000000 Penalty: 1116.591309
	Iteration 31Q: 3 clusters Score -1.050004e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212245 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10500046.000000 Penalty: 1116.591309
	Iteration 32Q: 3 clusters Score -1.050005e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212241 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10500067.000000 Penalty: 1116.591309
	Iteration 33Q: 3 clusters Score -1.050007e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212232 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10500065.000000 Penalty: 1116.591309
	Iteration 34Q: 3 clusters Score -1.050006e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212220 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10500079.000000 Penalty: 1116.591309
	Iteration 35Q: 3 clusters Score -1.050008e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212220 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10500082.000000 Penalty: 1116.591309
	Iteration 36Q: 3 clusters Score -1.050008e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212226 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10500062.000000 Penalty: 1116.591309
	Iteration 37Q: 3 clusters Score -1.050006e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212230 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10500046.000000 Penalty: 1116.591309
	Iteration 38Q: 3 clusters Score -1.050005e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212238 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10500027.000000 Penalty: 1116.591309
	Iteration 39Q: 3 clusters Score -1.050003e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212255 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10500134.000000 Penalty: 1116.591309
	Iteration 40F: 3 clusters Score -1.050013e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212148 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10500335.000000 Penalty: 1116.591309
	Iteration 41Q: 3 clusters Score -1.050034e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212040 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10500484.000000 Penalty: 1116.591309
	Iteration 42Q: 3 clusters Score -1.050048e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211931 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10500593.000000 Penalty: 1116.591309
	Iteration 43Q: 3 clusters Score -1.050059e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211815 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10500746.000000 Penalty: 1116.591309
	Iteration 44Q: 3 clusters Score -1.050075e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211713 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -10500828.000000 Penalty: 1116.591309
	Iteration 45Q: 3 clusters Score -1.050083e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211620 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -10500888.000000 Penalty: 1116.591309
	Iteration 46Q: 3 clusters Score -1.050089e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211522 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -10500931.000000 Penalty: 1116.591309
	Iteration 47Q: 3 clusters Score -1.050093e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211446 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10500948.000000 Penalty: 1116.591309
	Iteration 48Q: 3 clusters Score -1.050095e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211396 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10500951.000000 Penalty: 1116.591309
	Iteration 49Q: 3 clusters Score -1.050095e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211358 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -10500941.000000 Penalty: 1116.591309
	Iteration 50Q: 3 clusters Score -1.050094e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211334 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10500949.000000 Penalty: 1116.591309
	Iteration 51Q: 3 clusters Score -1.050095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211326 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -10500960.000000 Penalty: 1116.591309
	Iteration 52Q: 3 clusters Score -1.050096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211323 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10500955.000000 Penalty: 1116.591309
	Iteration 53Q: 3 clusters Score -1.050096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211326 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -10500956.000000 Penalty: 1116.591309
	Iteration 54Q: 3 clusters Score -1.050096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211327 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10500954.000000 Penalty: 1116.591309
	Iteration 55Q: 3 clusters Score -1.050095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211328 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10500950.000000 Penalty: 1116.591309
	Iteration 56Q: 3 clusters Score -1.050095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211329 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -10500941.000000 Penalty: 1116.591309
	Iteration 57Q: 3 clusters Score -1.050094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211327 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10500946.000000 Penalty: 1116.591309
	Iteration 58Q: 3 clusters Score -1.050095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211326 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -10500949.000000 Penalty: 1116.591309
	Iteration 59Q: 3 clusters Score -1.050095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211326 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -10501017.000000 Penalty: 1116.591309
	Iteration 60F: 3 clusters Score -1.050102e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211185 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -10501084.000000 Penalty: 1116.591309
	Iteration 61Q: 3 clusters Score -1.050108e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211058 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10501158.000000 Penalty: 1116.591309
	Iteration 62Q: 3 clusters Score -1.050116e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210949 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -10501172.000000 Penalty: 1116.591309
	Iteration 63Q: 3 clusters Score -1.050117e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210842 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -10501230.000000 Penalty: 1116.591309
	Iteration 64Q: 3 clusters Score -1.050123e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210751 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -10501302.000000 Penalty: 1116.591309
	Iteration 65Q: 3 clusters Score -1.05013e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210665 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -10501338.000000 Penalty: 1116.591309
	Iteration 66Q: 3 clusters Score -1.050134e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210574 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -10501371.000000 Penalty: 1116.591309
	Iteration 67Q: 3 clusters Score -1.050137e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210498 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -10501394.000000 Penalty: 1116.591309
	Iteration 68Q: 3 clusters Score -1.050139e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210418 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -10501432.000000 Penalty: 1116.591309
	Iteration 69Q: 3 clusters Score -1.050143e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210338 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -10501451.000000 Penalty: 1116.591309
	Iteration 70Q: 3 clusters Score -1.050145e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210252 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -10501510.000000 Penalty: 1116.591309
	Iteration 71Q: 3 clusters Score -1.050151e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210174 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -10501550.000000 Penalty: 1116.591309
	Iteration 72Q: 3 clusters Score -1.050155e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210100 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -10501559.000000 Penalty: 1116.591309
	Iteration 73Q: 3 clusters Score -1.050156e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210031 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -10501530.000000 Penalty: 1116.591309
	Iteration 74Q: 3 clusters Score -1.050153e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209970 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -10501535.000000 Penalty: 1116.591309
	Iteration 75Q: 3 clusters Score -1.050154e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209913 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -10501555.000000 Penalty: 1116.591309
	Iteration 76Q: 3 clusters Score -1.050156e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209859 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -10501556.000000 Penalty: 1116.591309
	Iteration 77Q: 3 clusters Score -1.050156e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209798 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -10501582.000000 Penalty: 1116.591309
	Iteration 78Q: 3 clusters Score -1.050158e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209744 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -10501593.000000 Penalty: 1116.591309
	Iteration 79Q: 3 clusters Score -1.050159e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209702 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -10501601.000000 Penalty: 1116.591309
	Iteration 80F: 3 clusters Score -1.05016e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209666 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -10501611.000000 Penalty: 1116.591309
	Iteration 81Q: 3 clusters Score -1.050161e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209640 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -10501628.000000 Penalty: 1116.591309
	Iteration 82Q: 3 clusters Score -1.050163e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209624 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -10501610.000000 Penalty: 1116.591309
	Iteration 83Q: 3 clusters Score -1.050161e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209600 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -10501629.000000 Penalty: 1116.591309
	Iteration 84Q: 3 clusters Score -1.050163e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209579 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -10501639.000000 Penalty: 1116.591309
	Iteration 85Q: 3 clusters Score -1.050164e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209553 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -10501639.000000 Penalty: 1116.591309
	Iteration 86Q: 3 clusters Score -1.050164e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209530 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -10501645.000000 Penalty: 1116.591309
	Iteration 87Q: 3 clusters Score -1.050164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209524 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -10501655.000000 Penalty: 1116.591309
	Iteration 88Q: 3 clusters Score -1.050166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209517 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -10501656.000000 Penalty: 1116.591309
	Iteration 89Q: 3 clusters Score -1.050166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209504 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -10501653.000000 Penalty: 1116.591309
	Iteration 90Q: 3 clusters Score -1.050165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209494 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -10501652.000000 Penalty: 1116.591309
	Iteration 91Q: 3 clusters Score -1.050165e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209482 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -10501644.000000 Penalty: 1116.591309
	Iteration 92Q: 3 clusters Score -1.050164e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209469 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -10501650.000000 Penalty: 1116.591309
	Iteration 93Q: 3 clusters Score -1.050165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209457 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -10501660.000000 Penalty: 1116.591309
	Iteration 94Q: 3 clusters Score -1.050166e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209435 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -10501670.000000 Penalty: 1116.591309
	Iteration 95Q: 3 clusters Score -1.050167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209419 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -10501658.000000 Penalty: 1116.591309
	Iteration 96Q: 3 clusters Score -1.050166e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209402 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -10501657.000000 Penalty: 1116.591309
	Iteration 97Q: 3 clusters Score -1.050166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209395 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -10501658.000000 Penalty: 1116.591309
	Iteration 98Q: 3 clusters Score -1.050166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209392 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -10501662.000000 Penalty: 1116.591309
	Iteration 99Q: 3 clusters Score -1.050166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209389 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -10501665.000000 Penalty: 1116.591309
	Iteration 100F: 3 clusters Score -1.050166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209387 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -10501663.000000 Penalty: 1116.591309
	Iteration 101Q: 3 clusters Score -1.050166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209387 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -10501663.000000 Penalty: 1116.591309
	Iteration 102F: 3 clusters Score -1.050166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 184511 members 
Mstep: Class 20 contains 508 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 209387 members 
Mstep: Class 25 contains 17205 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 45971 members 
Mstep: Class 30 contains 530 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 3866 members 
Entering Unmasked Estep 
Score: -90516512.000000 Penalty: 21099.378906
Splitting cluster 24 changes total score from -90505192.000000 to -90516512.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 25 (17205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Entering Unmasked Estep 
Score: -811408.500000 Penalty: 443.759460
	Iteration 0F: 2 clusters Score -811408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -799913.250000 Penalty: 887.518921
	Iteration 0F: 3 clusters Score -799913.2 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -805514.125000 Penalty: 887.518921
	Iteration 1F: 3 clusters Score -805514.1 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -806134.812500 Penalty: 887.518921
	Iteration 2F: 3 clusters Score -806134.8 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -806647.812500 Penalty: 887.518921
	Iteration 3F: 3 clusters Score -806647.8 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -807197.937500 Penalty: 887.518921
	Iteration 4F: 3 clusters Score -807197.9 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -807844.937500 Penalty: 887.518921
	Iteration 5F: 3 clusters Score -807844.9 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -808519.187500 Penalty: 887.518921
	Iteration 6F: 3 clusters Score -808519.2 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -809109.250000 Penalty: 887.518921
	Iteration 7F: 3 clusters Score -809109.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -809508.875000 Penalty: 887.518921
	Iteration 8Q: 3 clusters Score -809508.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -809792.187500 Penalty: 887.518921
	Iteration 9Q: 3 clusters Score -809792.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -810013.750000 Penalty: 887.518921
	Iteration 10Q: 3 clusters Score -810013.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -810218.062500 Penalty: 887.518921
	Iteration 11Q: 3 clusters Score -810218.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -810402.000000 Penalty: 887.518921
	Iteration 12Q: 3 clusters Score -810402 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -810571.625000 Penalty: 887.518921
	Iteration 13Q: 3 clusters Score -810571.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -810735.812500 Penalty: 887.518921
	Iteration 14Q: 3 clusters Score -810735.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -810868.562500 Penalty: 887.518921
	Iteration 15Q: 3 clusters Score -810868.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -810978.562500 Penalty: 887.518921
	Iteration 16Q: 3 clusters Score -810978.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -811046.375000 Penalty: 887.518921
	Iteration 17Q: 3 clusters Score -811046.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -811095.250000 Penalty: 887.518921
	Iteration 18Q: 3 clusters Score -811095.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -811136.187500 Penalty: 887.518921
	Iteration 19Q: 3 clusters Score -811136.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -811175.937500 Penalty: 887.518921
	Iteration 20F: 3 clusters Score -811175.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -811212.000000 Penalty: 887.518921
	Iteration 21Q: 3 clusters Score -811212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -811238.125000 Penalty: 887.518921
	Iteration 22Q: 3 clusters Score -811238.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -811258.750000 Penalty: 887.518921
	Iteration 23Q: 3 clusters Score -811258.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -811282.500000 Penalty: 887.518921
	Iteration 24Q: 3 clusters Score -811282.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -811297.625000 Penalty: 887.518921
	Iteration 25Q: 3 clusters Score -811297.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -811305.062500 Penalty: 887.518921
	Iteration 26Q: 3 clusters Score -811305.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -811309.375000 Penalty: 887.518921
	Iteration 27Q: 3 clusters Score -811309.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -811325.125000 Penalty: 887.518921
	Iteration 28Q: 3 clusters Score -811325.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -811345.187500 Penalty: 887.518921
	Iteration 29Q: 3 clusters Score -811345.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -811365.062500 Penalty: 887.518921
	Iteration 30Q: 3 clusters Score -811365.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -811384.062500 Penalty: 887.518921
	Iteration 31Q: 3 clusters Score -811384.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -811394.562500 Penalty: 887.518921
	Iteration 32Q: 3 clusters Score -811394.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -811402.062500 Penalty: 887.518921
	Iteration 33Q: 3 clusters Score -811402.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -811411.437500 Penalty: 887.518921
	Iteration 34Q: 3 clusters Score -811411.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -811421.937500 Penalty: 887.518921
	Iteration 35Q: 3 clusters Score -811421.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -811428.375000 Penalty: 887.518921
	Iteration 36Q: 3 clusters Score -811428.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -811433.312500 Penalty: 887.518921
	Iteration 37Q: 3 clusters Score -811433.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -811436.687500 Penalty: 887.518921
	Iteration 38Q: 3 clusters Score -811436.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -811441.437500 Penalty: 887.518921
	Iteration 39Q: 3 clusters Score -811441.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -811443.562500 Penalty: 887.518921
	Iteration 40F: 3 clusters Score -811443.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -811447.062500 Penalty: 887.518921
	Iteration 41Q: 3 clusters Score -811447.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -811448.062500 Penalty: 887.518921
	Iteration 42Q: 3 clusters Score -811448.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -811451.625000 Penalty: 887.518921
	Iteration 43Q: 3 clusters Score -811451.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -811455.562500 Penalty: 887.518921
	Iteration 44Q: 3 clusters Score -811455.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -811458.062500 Penalty: 887.518921
	Iteration 45Q: 3 clusters Score -811458.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -811459.500000 Penalty: 887.518921
	Iteration 46Q: 3 clusters Score -811459.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -811467.312500 Penalty: 887.518921
	Iteration 47Q: 3 clusters Score -811467.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -811476.125000 Penalty: 887.518921
	Iteration 48Q: 3 clusters Score -811476.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -811483.312500 Penalty: 887.518921
	Iteration 49Q: 3 clusters Score -811483.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -811498.687500 Penalty: 887.518921
	Iteration 50Q: 3 clusters Score -811498.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -811512.000000 Penalty: 887.518921
	Iteration 51Q: 3 clusters Score -811512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -811525.375000 Penalty: 887.518921
	Iteration 52Q: 3 clusters Score -811525.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -811536.375000 Penalty: 887.518921
	Iteration 53Q: 3 clusters Score -811536.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -811542.812500 Penalty: 887.518921
	Iteration 54Q: 3 clusters Score -811542.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -811549.812500 Penalty: 887.518921
	Iteration 55Q: 3 clusters Score -811549.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -811558.312500 Penalty: 887.518921
	Iteration 56Q: 3 clusters Score -811558.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -811561.062500 Penalty: 887.518921
	Iteration 57Q: 3 clusters Score -811561.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -811563.437500 Penalty: 887.518921
	Iteration 58Q: 3 clusters Score -811563.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -811563.687500 Penalty: 887.518921
	Iteration 59Q: 3 clusters Score -811563.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -811564.750000 Penalty: 887.518921
	Iteration 60F: 3 clusters Score -811564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -811564.937500 Penalty: 887.518921
	Iteration 61Q: 3 clusters Score -811564.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -811565.250000 Penalty: 887.518921
	Iteration 62Q: 3 clusters Score -811565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -811564.875000 Penalty: 887.518921
	Iteration 63Q: 3 clusters Score -811564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -811565.125000 Penalty: 887.518921
	Iteration 64Q: 3 clusters Score -811565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -811565.125000 Penalty: 887.518921
	Iteration 65F: 3 clusters Score -811565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 184511 members 
Mstep: Class 20 contains 508 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 209387 members 
Mstep: Class 25 contains 16148 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 45971 members 
Mstep: Class 30 contains 530 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 3866 members 
Mstep: Class 33 contains 1057 members 
Entering Unmasked Estep 
Score: -90516464.000000 Penalty: 21758.734375
Splitting cluster 25 changes total score from -90505192.000000 to -90516464.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 26 (7185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Entering Unmasked Estep 
Score: -344712.937500 Penalty: 404.028687
	Iteration 0F: 2 clusters Score -344712.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -339892.906250 Penalty: 808.057373
	Iteration 0F: 3 clusters Score -339892.9 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -341765.625000 Penalty: 808.057373
	Iteration 1F: 3 clusters Score -341765.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -341922.781250 Penalty: 808.057373
	Iteration 2F: 3 clusters Score -341922.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -342103.906250 Penalty: 808.057373
	Iteration 3F: 3 clusters Score -342103.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -342287.750000 Penalty: 808.057373
	Iteration 4F: 3 clusters Score -342287.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -342505.968750 Penalty: 808.057373
	Iteration 5F: 3 clusters Score -342506 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -342785.187500 Penalty: 808.057373
	Iteration 6F: 3 clusters Score -342785.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -343099.875000 Penalty: 808.057373
	Iteration 7F: 3 clusters Score -343099.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -343408.343750 Penalty: 808.057373
	Iteration 8F: 3 clusters Score -343408.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -343657.625000 Penalty: 808.057373
	Iteration 9Q: 3 clusters Score -343657.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -343824.843750 Penalty: 808.057373
	Iteration 10Q: 3 clusters Score -343824.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -343924.468750 Penalty: 808.057373
	Iteration 11Q: 3 clusters Score -343924.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -343983.250000 Penalty: 808.057373
	Iteration 12Q: 3 clusters Score -343983.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -344019.250000 Penalty: 808.057373
	Iteration 13Q: 3 clusters Score -344019.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -344037.156250 Penalty: 808.057373
	Iteration 14Q: 3 clusters Score -344037.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -344046.562500 Penalty: 808.057373
	Iteration 15Q: 3 clusters Score -344046.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -344055.562500 Penalty: 808.057373
	Iteration 16Q: 3 clusters Score -344055.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -344064.906250 Penalty: 808.057373
	Iteration 17Q: 3 clusters Score -344064.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -344070.437500 Penalty: 808.057373
	Iteration 18Q: 3 clusters Score -344070.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -344078.218750 Penalty: 808.057373
	Iteration 19Q: 3 clusters Score -344078.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -344085.156250 Penalty: 808.057373
	Iteration 20F: 3 clusters Score -344085.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -344091.093750 Penalty: 808.057373
	Iteration 21Q: 3 clusters Score -344091.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -344093.375000 Penalty: 808.057373
	Iteration 22Q: 3 clusters Score -344093.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -344095.968750 Penalty: 808.057373
	Iteration 23Q: 3 clusters Score -344096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -344097.906250 Penalty: 808.057373
	Iteration 24Q: 3 clusters Score -344097.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -344101.343750 Penalty: 808.057373
	Iteration 25Q: 3 clusters Score -344101.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -344105.187500 Penalty: 808.057373
	Iteration 26Q: 3 clusters Score -344105.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -344109.968750 Penalty: 808.057373
	Iteration 27Q: 3 clusters Score -344110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -344113.062500 Penalty: 808.057373
	Iteration 28Q: 3 clusters Score -344113.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -344116.031250 Penalty: 808.057373
	Iteration 29Q: 3 clusters Score -344116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -344118.968750 Penalty: 808.057373
	Iteration 30Q: 3 clusters Score -344119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -344121.093750 Penalty: 808.057373
	Iteration 31Q: 3 clusters Score -344121.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -344124.281250 Penalty: 808.057373
	Iteration 32Q: 3 clusters Score -344124.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -344128.156250 Penalty: 808.057373
	Iteration 33Q: 3 clusters Score -344128.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -344131.906250 Penalty: 808.057373
	Iteration 34Q: 3 clusters Score -344131.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -344132.937500 Penalty: 808.057373
	Iteration 35Q: 3 clusters Score -344132.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -344134.875000 Penalty: 808.057373
	Iteration 36Q: 3 clusters Score -344134.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -344137.031250 Penalty: 808.057373
	Iteration 37Q: 3 clusters Score -344137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -344137.281250 Penalty: 808.057373
	Iteration 38Q: 3 clusters Score -344137.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -344138.625000 Penalty: 808.057373
	Iteration 39Q: 3 clusters Score -344138.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -344139.218750 Penalty: 808.057373
	Iteration 40F: 3 clusters Score -344139.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -344139.187500 Penalty: 808.057373
	Iteration 41Q: 3 clusters Score -344139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -344139.906250 Penalty: 808.057373
	Iteration 42Q: 3 clusters Score -344139.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -344139.156250 Penalty: 808.057373
	Iteration 43Q: 3 clusters Score -344139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -344140.125000 Penalty: 808.057373
	Iteration 44Q: 3 clusters Score -344140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -344142.125000 Penalty: 808.057373
	Iteration 45Q: 3 clusters Score -344142.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -344142.625000 Penalty: 808.057373
	Iteration 46Q: 3 clusters Score -344142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -344142.968750 Penalty: 808.057373
	Iteration 47Q: 3 clusters Score -344143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -344143.812500 Penalty: 808.057373
	Iteration 48Q: 3 clusters Score -344143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -344143.812500 Penalty: 808.057373
	Iteration 49F: 3 clusters Score -344143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Entering Unmasked Estep 
Score: -764546.750000 Penalty: 441.102264
	Iteration 0F: 2 clusters Score -764546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -753792.875000 Penalty: 882.204529
	Iteration 0F: 3 clusters Score -753792.9 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -761213.687500 Penalty: 882.204529
	Iteration 1F: 3 clusters Score -761213.7 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -764365.250000 Penalty: 882.204529
	Iteration 2F: 3 clusters Score -764365.2 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -766294.812500 Penalty: 882.204529
	Iteration 3F: 3 clusters Score -766294.8 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -767440.000000 Penalty: 882.204529
	Iteration 4F: 3 clusters Score -767440 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -768291.812500 Penalty: 882.204529
	Iteration 5Q: 3 clusters Score -768291.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -768747.375000 Penalty: 882.204529
	Iteration 6Q: 3 clusters Score -768747.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -768915.375000 Penalty: 882.204529
	Iteration 7Q: 3 clusters Score -768915.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -768984.500000 Penalty: 882.204529
	Iteration 8Q: 3 clusters Score -768984.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -769019.562500 Penalty: 882.204529
	Iteration 9Q: 3 clusters Score -769019.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -769032.937500 Penalty: 882.204529
	Iteration 10Q: 3 clusters Score -769032.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -769045.500000 Penalty: 882.204529
	Iteration 11Q: 3 clusters Score -769045.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -769054.125000 Penalty: 882.204529
	Iteration 12Q: 3 clusters Score -769054.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -769057.625000 Penalty: 882.204529
	Iteration 13Q: 3 clusters Score -769057.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -769056.812500 Penalty: 882.204529
	Iteration 14Q: 3 clusters Score -769056.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -769058.062500 Penalty: 882.204529
	Iteration 15Q: 3 clusters Score -769058.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -769061.437500 Penalty: 882.204529
	Iteration 16Q: 3 clusters Score -769061.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -769062.062500 Penalty: 882.204529
	Iteration 17Q: 3 clusters Score -769062.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -769063.000000 Penalty: 882.204529
	Iteration 18Q: 3 clusters Score -769063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -769066.437500 Penalty: 882.204529
	Iteration 19Q: 3 clusters Score -769066.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -769062.687500 Penalty: 882.204529
	Iteration 20F: 3 clusters Score -769062.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -769064.250000 Penalty: 882.204529
	Iteration 21Q: 3 clusters Score -769064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -769064.250000 Penalty: 882.204529
	Iteration 22Q: 3 clusters Score -769064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -769066.875000 Penalty: 882.204529
	Iteration 23Q: 3 clusters Score -769066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -769065.375000 Penalty: 882.204529
	Iteration 24Q: 3 clusters Score -769065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -769064.750000 Penalty: 882.204529
	Iteration 25Q: 3 clusters Score -769064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -769065.250000 Penalty: 882.204529
	Iteration 26Q: 3 clusters Score -769065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -769067.375000 Penalty: 882.204529
	Iteration 27Q: 3 clusters Score -769067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -769066.812500 Penalty: 882.204529
	Iteration 28Q: 3 clusters Score -769066.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -769068.187500 Penalty: 882.204529
	Iteration 29Q: 3 clusters Score -769068.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -769070.125000 Penalty: 882.204529
	Iteration 30Q: 3 clusters Score -769070.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -769069.937500 Penalty: 882.204529
	Iteration 31Q: 3 clusters Score -769069.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -769074.625000 Penalty: 882.204529
	Iteration 32Q: 3 clusters Score -769074.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -769073.500000 Penalty: 882.204529
	Iteration 33Q: 3 clusters Score -769073.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -769076.500000 Penalty: 882.204529
	Iteration 34Q: 3 clusters Score -769076.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -769079.750000 Penalty: 882.204529
	Iteration 35Q: 3 clusters Score -769079.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -769088.937500 Penalty: 882.204529
	Iteration 36Q: 3 clusters Score -769088.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -769101.500000 Penalty: 882.204529
	Iteration 37Q: 3 clusters Score -769101.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -769113.250000 Penalty: 882.204529
	Iteration 38Q: 3 clusters Score -769113.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -769123.562500 Penalty: 882.204529
	Iteration 39Q: 3 clusters Score -769123.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -769128.375000 Penalty: 882.204529
	Iteration 40F: 3 clusters Score -769128.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -769135.125000 Penalty: 882.204529
	Iteration 41Q: 3 clusters Score -769135.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -769133.187500 Penalty: 882.204529
	Iteration 42Q: 3 clusters Score -769133.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -769137.812500 Penalty: 882.204529
	Iteration 43Q: 3 clusters Score -769137.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -769138.250000 Penalty: 882.204529
	Iteration 44Q: 3 clusters Score -769138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -769138.062500 Penalty: 882.204529
	Iteration 45Q: 3 clusters Score -769138.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -769137.625000 Penalty: 882.204529
	Iteration 46Q: 3 clusters Score -769137.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -769134.562500 Penalty: 882.204529
	Iteration 47Q: 3 clusters Score -769134.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -769138.000000 Penalty: 882.204529
	Iteration 48Q: 3 clusters Score -769138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -769138.125000 Penalty: 882.204529
	Iteration 49Q: 3 clusters Score -769138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -769137.375000 Penalty: 882.204529
	Iteration 50Q: 3 clusters Score -769137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -769138.000000 Penalty: 882.204529
	Iteration 51Q: 3 clusters Score -769138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -769137.437500 Penalty: 882.204529
	Iteration 52Q: 3 clusters Score -769137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -769138.562500 Penalty: 882.204529
	Iteration 53Q: 3 clusters Score -769138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -769137.687500 Penalty: 882.204529
	Iteration 54Q: 3 clusters Score -769137.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -769139.375000 Penalty: 882.204529
	Iteration 55Q: 3 clusters Score -769139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -769137.687500 Penalty: 882.204529
	Iteration 56Q: 3 clusters Score -769137.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -769138.750000 Penalty: 882.204529
	Iteration 57Q: 3 clusters Score -769138.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -769140.187500 Penalty: 882.204529
	Iteration 58Q: 3 clusters Score -769140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -769139.187500 Penalty: 882.204529
	Iteration 59Q: 3 clusters Score -769139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -769138.000000 Penalty: 882.204529
	Iteration 60F: 3 clusters Score -769138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -769138.187500 Penalty: 882.204529
	Iteration 61Q: 3 clusters Score -769138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -769139.437500 Penalty: 882.204529
	Iteration 62Q: 3 clusters Score -769139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -769139.250000 Penalty: 882.204529
	Iteration 63Q: 3 clusters Score -769139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -769140.437500 Penalty: 882.204529
	Iteration 64Q: 3 clusters Score -769140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -769140.437500 Penalty: 882.204529
	Iteration 65F: 3 clusters Score -769140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 184511 members 
Mstep: Class 20 contains 508 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 209387 members 
Mstep: Class 25 contains 16148 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 11817 members 
Mstep: Class 28 contains 3845 members 
Mstep: Class 29 contains 45971 members 
Mstep: Class 30 contains 530 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 3866 members 
Mstep: Class 33 contains 1057 members 
Mstep: Class 34 contains 4412 members 
Entering Unmasked Estep 
Score: -90520624.000000 Penalty: 22418.089844
Splitting cluster 27 changes total score from -90505192.000000 to -90520624.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 28 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -188691.250000 Penalty: 375.581055
	Iteration 0F: 2 clusters Score -188691.2 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 1933 members 
Entering Unmasked Estep 
Score: -186030.265625 Penalty: 751.162109
	Iteration 0F: 3 clusters Score -186030.3 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -186977.593750 Penalty: 751.162109
	Iteration 1F: 3 clusters Score -186977.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -187085.000000 Penalty: 751.162109
	Iteration 2F: 3 clusters Score -187085 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -187183.796875 Penalty: 751.162109
	Iteration 3F: 3 clusters Score -187183.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -187277.062500 Penalty: 751.162109
	Iteration 4Q: 3 clusters Score -187277.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -187378.687500 Penalty: 751.162109
	Iteration 5Q: 3 clusters Score -187378.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -187464.656250 Penalty: 751.162109
	Iteration 6Q: 3 clusters Score -187464.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -187553.796875 Penalty: 751.162109
	Iteration 7Q: 3 clusters Score -187553.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -187645.015625 Penalty: 751.162109
	Iteration 8Q: 3 clusters Score -187645 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -187756.406250 Penalty: 751.162109
	Iteration 9Q: 3 clusters Score -187756.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -187869.609375 Penalty: 751.162109
	Iteration 10Q: 3 clusters Score -187869.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -187971.156250 Penalty: 751.162109
	Iteration 11Q: 3 clusters Score -187971.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -188064.984375 Penalty: 751.162109
	Iteration 12Q: 3 clusters Score -188065 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -188133.500000 Penalty: 751.162109
	Iteration 13Q: 3 clusters Score -188133.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -188190.312500 Penalty: 751.162109
	Iteration 14Q: 3 clusters Score -188190.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -188234.281250 Penalty: 751.162109
	Iteration 15Q: 3 clusters Score -188234.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -188274.921875 Penalty: 751.162109
	Iteration 16Q: 3 clusters Score -188274.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -188303.515625 Penalty: 751.162109
	Iteration 17Q: 3 clusters Score -188303.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -188333.484375 Penalty: 751.162109
	Iteration 18Q: 3 clusters Score -188333.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -188356.390625 Penalty: 751.162109
	Iteration 19Q: 3 clusters Score -188356.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -188375.437500 Penalty: 751.162109
	Iteration 20F: 3 clusters Score -188375.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -188393.234375 Penalty: 751.162109
	Iteration 21Q: 3 clusters Score -188393.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -188403.578125 Penalty: 751.162109
	Iteration 22Q: 3 clusters Score -188403.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -188417.515625 Penalty: 751.162109
	Iteration 23Q: 3 clusters Score -188417.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -188425.734375 Penalty: 751.162109
	Iteration 24Q: 3 clusters Score -188425.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -188432.578125 Penalty: 751.162109
	Iteration 25Q: 3 clusters Score -188432.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -188442.156250 Penalty: 751.162109
	Iteration 26Q: 3 clusters Score -188442.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -188452.453125 Penalty: 751.162109
	Iteration 27Q: 3 clusters Score -188452.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -188459.687500 Penalty: 751.162109
	Iteration 28Q: 3 clusters Score -188459.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -188465.281250 Penalty: 751.162109
	Iteration 29Q: 3 clusters Score -188465.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -188468.328125 Penalty: 751.162109
	Iteration 30Q: 3 clusters Score -188468.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -188470.109375 Penalty: 751.162109
	Iteration 31Q: 3 clusters Score -188470.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -188472.375000 Penalty: 751.162109
	Iteration 32Q: 3 clusters Score -188472.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -188474.203125 Penalty: 751.162109
	Iteration 33Q: 3 clusters Score -188474.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -188475.625000 Penalty: 751.162109
	Iteration 34Q: 3 clusters Score -188475.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -188477.578125 Penalty: 751.162109
	Iteration 35Q: 3 clusters Score -188477.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -188478.968750 Penalty: 751.162109
	Iteration 36Q: 3 clusters Score -188479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -188480.531250 Penalty: 751.162109
	Iteration 37Q: 3 clusters Score -188480.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -188482.156250 Penalty: 751.162109
	Iteration 38Q: 3 clusters Score -188482.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -188482.781250 Penalty: 751.162109
	Iteration 39Q: 3 clusters Score -188482.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -188485.187500 Penalty: 751.162109
	Iteration 40F: 3 clusters Score -188485.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -188486.890625 Penalty: 751.162109
	Iteration 41Q: 3 clusters Score -188486.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -188488.718750 Penalty: 751.162109
	Iteration 42Q: 3 clusters Score -188488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -188490.734375 Penalty: 751.162109
	Iteration 43Q: 3 clusters Score -188490.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -188493.093750 Penalty: 751.162109
	Iteration 44Q: 3 clusters Score -188493.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -188495.687500 Penalty: 751.162109
	Iteration 45Q: 3 clusters Score -188495.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -188497.578125 Penalty: 751.162109
	Iteration 46Q: 3 clusters Score -188497.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -188499.671875 Penalty: 751.162109
	Iteration 47Q: 3 clusters Score -188499.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -188500.968750 Penalty: 751.162109
	Iteration 48Q: 3 clusters Score -188501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -188501.281250 Penalty: 751.162109
	Iteration 49Q: 3 clusters Score -188501.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -188502.000000 Penalty: 751.162109
	Iteration 50Q: 3 clusters Score -188502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -188502.625000 Penalty: 751.162109
	Iteration 51Q: 3 clusters Score -188502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -188502.437500 Penalty: 751.162109
	Iteration 52Q: 3 clusters Score -188502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -188502.468750 Penalty: 751.162109
	Iteration 53Q: 3 clusters Score -188502.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -188502.500000 Penalty: 751.162109
	Iteration 54Q: 3 clusters Score -188502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -188502.828125 Penalty: 751.162109
	Iteration 55Q: 3 clusters Score -188502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -188503.718750 Penalty: 751.162109
	Iteration 56Q: 3 clusters Score -188503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -188505.796875 Penalty: 751.162109
	Iteration 57Q: 3 clusters Score -188505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -188508.921875 Penalty: 751.162109
	Iteration 58Q: 3 clusters Score -188508.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -188511.625000 Penalty: 751.162109
	Iteration 59Q: 3 clusters Score -188511.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -188515.906250 Penalty: 751.162109
	Iteration 60F: 3 clusters Score -188515.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -188520.468750 Penalty: 751.162109
	Iteration 61Q: 3 clusters Score -188520.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -188525.281250 Penalty: 751.162109
	Iteration 62Q: 3 clusters Score -188525.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -188530.718750 Penalty: 751.162109
	Iteration 63Q: 3 clusters Score -188530.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -188537.031250 Penalty: 751.162109
	Iteration 64Q: 3 clusters Score -188537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -188544.000000 Penalty: 751.162109
	Iteration 65Q: 3 clusters Score -188544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -188553.578125 Penalty: 751.162109
	Iteration 66Q: 3 clusters Score -188553.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188563.453125 Penalty: 751.162109
	Iteration 67Q: 3 clusters Score -188563.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -188569.953125 Penalty: 751.162109
	Iteration 68Q: 3 clusters Score -188570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -188573.468750 Penalty: 751.162109
	Iteration 69Q: 3 clusters Score -188573.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -188577.359375 Penalty: 751.162109
	Iteration 70Q: 3 clusters Score -188577.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -188579.593750 Penalty: 751.162109
	Iteration 71Q: 3 clusters Score -188579.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -188580.734375 Penalty: 751.162109
	Iteration 72Q: 3 clusters Score -188580.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -188581.859375 Penalty: 751.162109
	Iteration 73Q: 3 clusters Score -188581.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -188583.156250 Penalty: 751.162109
	Iteration 74Q: 3 clusters Score -188583.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -188585.656250 Penalty: 751.162109
	Iteration 75Q: 3 clusters Score -188585.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -188586.328125 Penalty: 751.162109
	Iteration 76Q: 3 clusters Score -188586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -188587.500000 Penalty: 751.162109
	Iteration 77Q: 3 clusters Score -188587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -188587.984375 Penalty: 751.162109
	Iteration 78Q: 3 clusters Score -188588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -188588.750000 Penalty: 751.162109
	Iteration 79Q: 3 clusters Score -188588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -188588.859375 Penalty: 751.162109
	Iteration 80F: 3 clusters Score -188588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -188589.015625 Penalty: 751.162109
	Iteration 81Q: 3 clusters Score -188589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -188589.218750 Penalty: 751.162109
	Iteration 82Q: 3 clusters Score -188589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -188589.781250 Penalty: 751.162109
	Iteration 83Q: 3 clusters Score -188589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -188591.171875 Penalty: 751.162109
	Iteration 84Q: 3 clusters Score -188591.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188593.062500 Penalty: 751.162109
	Iteration 85Q: 3 clusters Score -188593.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -188595.578125 Penalty: 751.162109
	Iteration 86Q: 3 clusters Score -188595.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -188598.484375 Penalty: 751.162109
	Iteration 87Q: 3 clusters Score -188598.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -188600.281250 Penalty: 751.162109
	Iteration 88Q: 3 clusters Score -188600.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -188601.437500 Penalty: 751.162109
	Iteration 89Q: 3 clusters Score -188601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188602.531250 Penalty: 751.162109
	Iteration 90Q: 3 clusters Score -188602.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -188603.328125 Penalty: 751.162109
	Iteration 91Q: 3 clusters Score -188603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -188603.375000 Penalty: 751.162109
	Iteration 92Q: 3 clusters Score -188603.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -188604.281250 Penalty: 751.162109
	Iteration 93Q: 3 clusters Score -188604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -188604.281250 Penalty: 751.162109
	Iteration 94F: 3 clusters Score -188604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 107864 members 
Mstep: Class 3 contains 166791 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 809 members 
Mstep: Class 6 contains 2351 members 
Mstep: Class 7 contains 220190 members 
Mstep: Class 8 contains 271925 members 
Mstep: Class 9 contains 39682 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 77446 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 38686 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 203954 members 
Mstep: Class 19 contains 184511 members 
Mstep: Class 20 contains 508 members 
Mstep: Class 21 contains 128991 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 209387 members 
Mstep: Class 25 contains 16148 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 11817 members 
Mstep: Class 28 contains 3845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90529456.000000 Penalty: 22418.089844
Iteration 79Q: 35 clusters Score -9.052946e+07 nChanged 39096
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 108863 members 
Mstep: Class 3 contains 162593 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 220328 members 
Mstep: Class 8 contains 276606 members 
Mstep: Class 9 contains 39692 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 7385 members 
Mstep: Class 12 contains 64333 members 
Mstep: Class 13 contains 784 members 
Mstep: Class 14 contains 73376 members 
Mstep: Class 15 contains 133161 members 
Mstep: Class 16 contains 38874 members 
Mstep: Class 17 contains 2540 members 
Mstep: Class 18 contains 204723 members 
Mstep: Class 19 contains 185581 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 128520 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 209501 members 
Mstep: Class 25 contains 16323 members 
Mstep: Class 26 contains 7183 members 
Mstep: Class 27 contains 11910 members 
Mstep: Class 28 contains 3862 members 
Mstep: Class 29 contains 44960 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 2621 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 1040 members 
Mstep: Class 34 contains 4367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90538536.000000 Penalty: 22418.089844
Iteration 80F: 35 clusters Score -9.053854e+07 nChanged 41867
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 109498 members 
Mstep: Class 3 contains 161031 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 220152 members 
Mstep: Class 8 contains 274627 members 
Mstep: Class 9 contains 39349 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 63888 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 67472 members 
Mstep: Class 15 contains 132783 members 
Mstep: Class 16 contains 39958 members 
Mstep: Class 17 contains 2485 members 
Mstep: Class 18 contains 203618 members 
Mstep: Class 19 contains 188030 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 127820 members 
Mstep: Class 22 contains 669 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 209062 members 
Mstep: Class 25 contains 16971 members 
Mstep: Class 26 contains 7174 members 
Mstep: Class 27 contains 11894 members 
Mstep: Class 28 contains 3895 members 
Mstep: Class 29 contains 52228 members 
Mstep: Class 30 contains 549 members 
Mstep: Class 31 contains 2688 members 
Mstep: Class 32 contains 4610 members 
Mstep: Class 33 contains 1197 members 
Mstep: Class 34 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90543584.000000 Penalty: 22418.089844
Iteration 81Q: 35 clusters Score -9.054358e+07 nChanged 37021
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 109691 members 
Mstep: Class 3 contains 157555 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 764 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 7 contains 220007 members 
Mstep: Class 8 contains 272984 members 
Mstep: Class 9 contains 39046 members 
Mstep: Class 10 contains 1290 members 
Mstep: Class 11 contains 7470 members 
Mstep: Class 12 contains 63531 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 62246 members 
Mstep: Class 15 contains 133229 members 
Mstep: Class 16 contains 41061 members 
Mstep: Class 17 contains 2460 members 
Mstep: Class 18 contains 202886 members 
Mstep: Class 19 contains 192265 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 126837 members 
Mstep: Class 22 contains 723 members 
Mstep: Class 23 contains 1933 members 
Mstep: Class 24 contains 208545 members 
Mstep: Class 25 contains 17400 members 
Mstep: Class 26 contains 7163 members 
Mstep: Class 27 contains 11894 members 
Mstep: Class 28 contains 3931 members 
Mstep: Class 29 contains 58504 members 
Mstep: Class 30 contains 556 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 5142 members 
Mstep: Class 33 contains 1338 members 
Mstep: Class 34 contains 4492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90546360.000000 Penalty: 22418.089844
Iteration 82Q: 35 clusters Score -9.054636e+07 nChanged 36188
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 109468 members 
Mstep: Class 3 contains 152588 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 219825 members 
Mstep: Class 8 contains 271396 members 
Mstep: Class 9 contains 38847 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 7541 members 
Mstep: Class 12 contains 63223 members 
Mstep: Class 13 contains 673 members 
Mstep: Class 14 contains 57557 members 
Mstep: Class 15 contains 134274 members 
Mstep: Class 16 contains 42247 members 
Mstep: Class 17 contains 2446 members 
Mstep: Class 18 contains 202296 members 
Mstep: Class 19 contains 196962 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 125509 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 207808 members 
Mstep: Class 25 contains 17736 members 
Mstep: Class 26 contains 7156 members 
Mstep: Class 27 contains 11894 members 
Mstep: Class 28 contains 3957 members 
Mstep: Class 29 contains 65391 members 
Mstep: Class 30 contains 558 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 5629 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90549848.000000 Penalty: 22418.089844
Iteration 83Q: 35 clusters Score -9.054985e+07 nChanged 35804
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 108772 members 
Mstep: Class 3 contains 146575 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 769 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 219669 members 
Mstep: Class 8 contains 269734 members 
Mstep: Class 9 contains 38693 members 
Mstep: Class 10 contains 1291 members 
Mstep: Class 11 contains 7587 members 
Mstep: Class 12 contains 62893 members 
Mstep: Class 13 contains 634 members 
Mstep: Class 14 contains 53418 members 
Mstep: Class 15 contains 135925 members 
Mstep: Class 16 contains 43387 members 
Mstep: Class 17 contains 2436 members 
Mstep: Class 18 contains 201974 members 
Mstep: Class 19 contains 201973 members 
Mstep: Class 20 contains 529 members 
Mstep: Class 21 contains 123807 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 1804 members 
Mstep: Class 24 contains 206835 members 
Mstep: Class 25 contains 18003 members 
Mstep: Class 26 contains 7153 members 
Mstep: Class 27 contains 11895 members 
Mstep: Class 28 contains 4003 members 
Mstep: Class 29 contains 72852 members 
Mstep: Class 30 contains 554 members 
Mstep: Class 31 contains 2725 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 1668 members 
Mstep: Class 34 contains 4514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90552400.000000 Penalty: 22418.089844
Iteration 84Q: 35 clusters Score -9.05524e+07 nChanged 35551
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 107804 members 
Mstep: Class 3 contains 140206 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 779 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 219469 members 
Mstep: Class 8 contains 267687 members 
Mstep: Class 9 contains 38580 members 
Mstep: Class 10 contains 1292 members 
Mstep: Class 11 contains 7624 members 
Mstep: Class 12 contains 62627 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 49670 members 
Mstep: Class 15 contains 138025 members 
Mstep: Class 16 contains 44593 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 201787 members 
Mstep: Class 19 contains 206413 members 
Mstep: Class 20 contains 536 members 
Mstep: Class 21 contains 121993 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 1756 members 
Mstep: Class 24 contains 205653 members 
Mstep: Class 25 contains 18197 members 
Mstep: Class 26 contains 7154 members 
Mstep: Class 27 contains 11905 members 
Mstep: Class 28 contains 4016 members 
Mstep: Class 29 contains 81248 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 2733 members 
Mstep: Class 32 contains 6421 members 
Mstep: Class 33 contains 1824 members 
Mstep: Class 34 contains 4518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90554128.000000 Penalty: 22418.089844
Iteration 85Q: 35 clusters Score -9.055413e+07 nChanged 33508
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 106688 members 
Mstep: Class 3 contains 134826 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 2219 members 
Mstep: Class 7 contains 219256 members 
Mstep: Class 8 contains 264605 members 
Mstep: Class 9 contains 38506 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 7659 members 
Mstep: Class 12 contains 62350 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 46406 members 
Mstep: Class 15 contains 140387 members 
Mstep: Class 16 contains 45900 members 
Mstep: Class 17 contains 2407 members 
Mstep: Class 18 contains 201597 members 
Mstep: Class 19 contains 209768 members 
Mstep: Class 20 contains 542 members 
Mstep: Class 21 contains 120203 members 
Mstep: Class 22 contains 848 members 
Mstep: Class 23 contains 1724 members 
Mstep: Class 24 contains 204226 members 
Mstep: Class 25 contains 18346 members 
Mstep: Class 26 contains 7157 members 
Mstep: Class 27 contains 11918 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 90391 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 2746 members 
Mstep: Class 32 contains 6699 members 
Mstep: Class 33 contains 1974 members 
Mstep: Class 34 contains 4519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90556792.000000 Penalty: 22418.089844
Iteration 86Q: 35 clusters Score -9.055679e+07 nChanged 32864
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 105511 members 
Mstep: Class 3 contains 130347 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 219059 members 
Mstep: Class 8 contains 258887 members 
Mstep: Class 9 contains 38460 members 
Mstep: Class 10 contains 1293 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 62136 members 
Mstep: Class 13 contains 586 members 
Mstep: Class 14 contains 43489 members 
Mstep: Class 15 contains 142782 members 
Mstep: Class 16 contains 46969 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 201276 members 
Mstep: Class 19 contains 213644 members 
Mstep: Class 20 contains 547 members 
Mstep: Class 21 contains 118715 members 
Mstep: Class 22 contains 861 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 202841 members 
Mstep: Class 25 contains 18442 members 
Mstep: Class 26 contains 7158 members 
Mstep: Class 27 contains 11919 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 100549 members 
Mstep: Class 30 contains 535 members 
Mstep: Class 31 contains 2742 members 
Mstep: Class 32 contains 6910 members 
Mstep: Class 33 contains 2069 members 
Mstep: Class 34 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90558064.000000 Penalty: 22418.089844
Iteration 87Q: 35 clusters Score -9.055806e+07 nChanged 32207
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 104350 members 
Mstep: Class 3 contains 127032 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 2215 members 
Mstep: Class 7 contains 218953 members 
Mstep: Class 8 contains 252776 members 
Mstep: Class 9 contains 38433 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 7687 members 
Mstep: Class 12 contains 61929 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 40829 members 
Mstep: Class 15 contains 145194 members 
Mstep: Class 16 contains 47942 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 200767 members 
Mstep: Class 19 contains 217276 members 
Mstep: Class 20 contains 549 members 
Mstep: Class 21 contains 117406 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1661 members 
Mstep: Class 24 contains 201466 members 
Mstep: Class 25 contains 18526 members 
Mstep: Class 26 contains 7152 members 
Mstep: Class 27 contains 11921 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 110034 members 
Mstep: Class 30 contains 531 members 
Mstep: Class 31 contains 2748 members 
Mstep: Class 32 contains 7055 members 
Mstep: Class 33 contains 2138 members 
Mstep: Class 34 contains 4515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90558064.000000 Penalty: 22418.089844
Iteration 88Q: 35 clusters Score -9.055806e+07 nChanged 27053
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 103320 members 
Mstep: Class 3 contains 124862 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 773 members 
Mstep: Class 6 contains 2206 members 
Mstep: Class 7 contains 218849 members 
Mstep: Class 8 contains 250140 members 
Mstep: Class 9 contains 38414 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 7666 members 
Mstep: Class 12 contains 61738 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 38409 members 
Mstep: Class 15 contains 147551 members 
Mstep: Class 16 contains 48826 members 
Mstep: Class 17 contains 2407 members 
Mstep: Class 18 contains 200342 members 
Mstep: Class 19 contains 220182 members 
Mstep: Class 20 contains 549 members 
Mstep: Class 21 contains 116294 members 
Mstep: Class 22 contains 880 members 
Mstep: Class 23 contains 1630 members 
Mstep: Class 24 contains 200112 members 
Mstep: Class 25 contains 18600 members 
Mstep: Class 26 contains 7147 members 
Mstep: Class 27 contains 11928 members 
Mstep: Class 28 contains 4026 members 
Mstep: Class 29 contains 115117 members 
Mstep: Class 30 contains 529 members 
Mstep: Class 31 contains 2767 members 
Mstep: Class 32 contains 7207 members 
Mstep: Class 33 contains 2183 members 
Mstep: Class 34 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90556056.000000 Penalty: 22418.089844
Iteration 89Q: 35 clusters Score -9.055606e+07 nChanged 22567
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 102375 members 
Mstep: Class 3 contains 123214 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 774 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 218820 members 
Mstep: Class 8 contains 249347 members 
Mstep: Class 9 contains 38403 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 61580 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 36225 members 
Mstep: Class 15 contains 149910 members 
Mstep: Class 16 contains 49816 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 18 contains 200137 members 
Mstep: Class 19 contains 222091 members 
Mstep: Class 20 contains 549 members 
Mstep: Class 21 contains 115395 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 199105 members 
Mstep: Class 25 contains 18666 members 
Mstep: Class 26 contains 7144 members 
Mstep: Class 27 contains 11929 members 
Mstep: Class 28 contains 4004 members 
Mstep: Class 29 contains 117532 members 
Mstep: Class 30 contains 527 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 7326 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90554072.000000 Penalty: 22418.089844
Iteration 90Q: 35 clusters Score -9.055407e+07 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 101645 members 
Mstep: Class 3 contains 122017 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 779 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 218772 members 
Mstep: Class 8 contains 249066 members 
Mstep: Class 9 contains 38390 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 7653 members 
Mstep: Class 12 contains 61467 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 34253 members 
Mstep: Class 15 contains 152384 members 
Mstep: Class 16 contains 50967 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 200140 members 
Mstep: Class 19 contains 222885 members 
Mstep: Class 20 contains 550 members 
Mstep: Class 21 contains 114721 members 
Mstep: Class 22 contains 881 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 198377 members 
Mstep: Class 25 contains 18707 members 
Mstep: Class 26 contains 7141 members 
Mstep: Class 27 contains 11937 members 
Mstep: Class 28 contains 3966 members 
Mstep: Class 29 contains 118712 members 
Mstep: Class 30 contains 526 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 7425 members 
Mstep: Class 33 contains 2234 members 
Mstep: Class 34 contains 4502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90552512.000000 Penalty: 22418.089844
Iteration 91Q: 35 clusters Score -9.055251e+07 nChanged 18656
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 101055 members 
Mstep: Class 3 contains 120974 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 787 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 218767 members 
Mstep: Class 8 contains 248907 members 
Mstep: Class 9 contains 38382 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7650 members 
Mstep: Class 12 contains 61353 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 32413 members 
Mstep: Class 15 contains 154953 members 
Mstep: Class 16 contains 52259 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 200222 members 
Mstep: Class 19 contains 222855 members 
Mstep: Class 20 contains 550 members 
Mstep: Class 21 contains 114164 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 197970 members 
Mstep: Class 25 contains 18733 members 
Mstep: Class 26 contains 7138 members 
Mstep: Class 27 contains 11942 members 
Mstep: Class 28 contains 3924 members 
Mstep: Class 29 contains 119403 members 
Mstep: Class 30 contains 527 members 
Mstep: Class 31 contains 2866 members 
Mstep: Class 32 contains 7497 members 
Mstep: Class 33 contains 2253 members 
Mstep: Class 34 contains 4498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90551856.000000 Penalty: 22418.089844
Iteration 92Q: 35 clusters Score -9.055186e+07 nChanged 17213
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 100644 members 
Mstep: Class 3 contains 120085 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 790 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 218742 members 
Mstep: Class 8 contains 248750 members 
Mstep: Class 9 contains 38382 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7647 members 
Mstep: Class 12 contains 61229 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 30716 members 
Mstep: Class 15 contains 157482 members 
Mstep: Class 16 contains 53619 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 200338 members 
Mstep: Class 19 contains 222219 members 
Mstep: Class 20 contains 548 members 
Mstep: Class 21 contains 113757 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 1558 members 
Mstep: Class 24 contains 197852 members 
Mstep: Class 25 contains 18759 members 
Mstep: Class 26 contains 7134 members 
Mstep: Class 27 contains 11948 members 
Mstep: Class 28 contains 3866 members 
Mstep: Class 29 contains 119769 members 
Mstep: Class 30 contains 528 members 
Mstep: Class 31 contains 2892 members 
Mstep: Class 32 contains 7572 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90552384.000000 Penalty: 22418.089844
Iteration 93Q: 35 clusters Score -9.055238e+07 nChanged 16293
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 100313 members 
Mstep: Class 3 contains 119270 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 801 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218733 members 
Mstep: Class 8 contains 248432 members 
Mstep: Class 9 contains 38376 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7623 members 
Mstep: Class 12 contains 61127 members 
Mstep: Class 13 contains 572 members 
Mstep: Class 14 contains 29089 members 
Mstep: Class 15 contains 160064 members 
Mstep: Class 16 contains 54972 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 200631 members 
Mstep: Class 19 contains 221169 members 
Mstep: Class 20 contains 547 members 
Mstep: Class 21 contains 113412 members 
Mstep: Class 22 contains 894 members 
Mstep: Class 23 contains 1538 members 
Mstep: Class 24 contains 197973 members 
Mstep: Class 25 contains 18802 members 
Mstep: Class 26 contains 7134 members 
Mstep: Class 27 contains 11952 members 
Mstep: Class 28 contains 3797 members 
Mstep: Class 29 contains 119951 members 
Mstep: Class 30 contains 532 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 7633 members 
Mstep: Class 33 contains 2289 members 
Mstep: Class 34 contains 4497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90552504.000000 Penalty: 22418.089844
Iteration 94Q: 35 clusters Score -9.05525e+07 nChanged 15802
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 100011 members 
Mstep: Class 3 contains 118468 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 218766 members 
Mstep: Class 8 contains 247985 members 
Mstep: Class 9 contains 38372 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7629 members 
Mstep: Class 12 contains 61025 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 27484 members 
Mstep: Class 15 contains 162719 members 
Mstep: Class 16 contains 56360 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 18 contains 200880 members 
Mstep: Class 19 contains 219999 members 
Mstep: Class 20 contains 547 members 
Mstep: Class 21 contains 113157 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 1523 members 
Mstep: Class 24 contains 198275 members 
Mstep: Class 25 contains 18850 members 
Mstep: Class 26 contains 7133 members 
Mstep: Class 27 contains 11956 members 
Mstep: Class 28 contains 3700 members 
Mstep: Class 29 contains 119956 members 
Mstep: Class 30 contains 532 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 7703 members 
Mstep: Class 33 contains 2299 members 
Mstep: Class 34 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90553144.000000 Penalty: 22418.089844
Iteration 95Q: 35 clusters Score -9.055314e+07 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 99740 members 
Mstep: Class 3 contains 117804 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 835 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 218784 members 
Mstep: Class 8 contains 247535 members 
Mstep: Class 9 contains 38367 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7630 members 
Mstep: Class 12 contains 60978 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 25990 members 
Mstep: Class 15 contains 165611 members 
Mstep: Class 16 contains 57735 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 201206 members 
Mstep: Class 19 contains 218308 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 112845 members 
Mstep: Class 22 contains 893 members 
Mstep: Class 23 contains 1504 members 
Mstep: Class 24 contains 198728 members 
Mstep: Class 25 contains 18885 members 
Mstep: Class 26 contains 7134 members 
Mstep: Class 27 contains 11958 members 
Mstep: Class 28 contains 3614 members 
Mstep: Class 29 contains 119804 members 
Mstep: Class 30 contains 532 members 
Mstep: Class 31 contains 2937 members 
Mstep: Class 32 contains 7763 members 
Mstep: Class 33 contains 2309 members 
Mstep: Class 34 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90552992.000000 Penalty: 22418.089844
Iteration 96Q: 35 clusters Score -9.055299e+07 nChanged 15220
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 99522 members 
Mstep: Class 3 contains 117043 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 845 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218805 members 
Mstep: Class 8 contains 247022 members 
Mstep: Class 9 contains 38365 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7624 members 
Mstep: Class 12 contains 60982 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 24605 members 
Mstep: Class 15 contains 168816 members 
Mstep: Class 16 contains 59066 members 
Mstep: Class 17 contains 2385 members 
Mstep: Class 18 contains 201316 members 
Mstep: Class 19 contains 216428 members 
Mstep: Class 20 contains 547 members 
Mstep: Class 21 contains 112597 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 199251 members 
Mstep: Class 25 contains 18914 members 
Mstep: Class 26 contains 7134 members 
Mstep: Class 27 contains 11959 members 
Mstep: Class 28 contains 3508 members 
Mstep: Class 29 contains 119615 members 
Mstep: Class 30 contains 532 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 7831 members 
Mstep: Class 33 contains 2312 members 
Mstep: Class 34 contains 4504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90553392.000000 Penalty: 22418.089844
Iteration 97Q: 35 clusters Score -9.055339e+07 nChanged 15342
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 99289 members 
Mstep: Class 3 contains 116171 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 857 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 218832 members 
Mstep: Class 8 contains 246478 members 
Mstep: Class 9 contains 38368 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7615 members 
Mstep: Class 12 contains 60989 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 23353 members 
Mstep: Class 15 contains 172328 members 
Mstep: Class 16 contains 60369 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 201315 members 
Mstep: Class 19 contains 214422 members 
Mstep: Class 20 contains 548 members 
Mstep: Class 21 contains 112346 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 1485 members 
Mstep: Class 24 contains 199844 members 
Mstep: Class 25 contains 18955 members 
Mstep: Class 26 contains 7133 members 
Mstep: Class 27 contains 11960 members 
Mstep: Class 28 contains 3397 members 
Mstep: Class 29 contains 119336 members 
Mstep: Class 30 contains 532 members 
Mstep: Class 31 contains 2938 members 
Mstep: Class 32 contains 7891 members 
Mstep: Class 33 contains 2310 members 
Mstep: Class 34 contains 4510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90553888.000000 Penalty: 22418.089844
Iteration 98Q: 35 clusters Score -9.055389e+07 nChanged 15408
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 99098 members 
Mstep: Class 3 contains 115306 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 866 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 218895 members 
Mstep: Class 8 contains 245903 members 
Mstep: Class 9 contains 38367 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7592 members 
Mstep: Class 12 contains 60984 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 22177 members 
Mstep: Class 15 contains 176169 members 
Mstep: Class 16 contains 61701 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 201144 members 
Mstep: Class 19 contains 212230 members 
Mstep: Class 20 contains 548 members 
Mstep: Class 21 contains 112088 members 
Mstep: Class 22 contains 899 members 
Mstep: Class 23 contains 1486 members 
Mstep: Class 24 contains 200446 members 
Mstep: Class 25 contains 18976 members 
Mstep: Class 26 contains 7130 members 
Mstep: Class 27 contains 11957 members 
Mstep: Class 28 contains 3274 members 
Mstep: Class 29 contains 118978 members 
Mstep: Class 30 contains 532 members 
Mstep: Class 31 contains 2923 members 
Mstep: Class 32 contains 7942 members 
Mstep: Class 33 contains 2311 members 
Mstep: Class 34 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90555128.000000 Penalty: 22418.089844
Iteration 99Q: 35 clusters Score -9.055513e+07 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 98969 members 
Mstep: Class 3 contains 114288 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 872 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 218950 members 
Mstep: Class 8 contains 245366 members 
Mstep: Class 9 contains 38370 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7569 members 
Mstep: Class 12 contains 60993 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 21045 members 
Mstep: Class 15 contains 180374 members 
Mstep: Class 16 contains 62816 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 200804 members 
Mstep: Class 19 contains 210101 members 
Mstep: Class 20 contains 548 members 
Mstep: Class 21 contains 111899 members 
Mstep: Class 22 contains 901 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 201017 members 
Mstep: Class 25 contains 19006 members 
Mstep: Class 26 contains 7129 members 
Mstep: Class 27 contains 11957 members 
Mstep: Class 28 contains 3137 members 
Mstep: Class 29 contains 118556 members 
Mstep: Class 30 contains 532 members 
Mstep: Class 31 contains 2911 members 
Mstep: Class 32 contains 7990 members 
Mstep: Class 33 contains 2309 members 
Mstep: Class 34 contains 4515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90564992.000000 Penalty: 22418.089844
Iteration 100F: 35 clusters Score -9.056499e+07 nChanged 29740
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 98680 members 
Mstep: Class 3 contains 112628 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 218815 members 
Mstep: Class 8 contains 233744 members 
Mstep: Class 9 contains 38358 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7526 members 
Mstep: Class 12 contains 60983 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 19878 members 
Mstep: Class 15 contains 184945 members 
Mstep: Class 16 contains 64044 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 198937 members 
Mstep: Class 19 contains 208291 members 
Mstep: Class 20 contains 550 members 
Mstep: Class 21 contains 111557 members 
Mstep: Class 22 contains 904 members 
Mstep: Class 23 contains 1486 members 
Mstep: Class 24 contains 201539 members 
Mstep: Class 25 contains 19043 members 
Mstep: Class 26 contains 7127 members 
Mstep: Class 27 contains 11959 members 
Mstep: Class 28 contains 3000 members 
Mstep: Class 29 contains 130992 members 
Mstep: Class 30 contains 533 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 8155 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90570904.000000 Penalty: 22418.089844
Iteration 101Q: 35 clusters Score -9.05709e+07 nChanged 34171
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 98375 members 
Mstep: Class 3 contains 110774 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 218675 members 
Mstep: Class 8 contains 223931 members 
Mstep: Class 9 contains 38364 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7470 members 
Mstep: Class 12 contains 60931 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 18875 members 
Mstep: Class 15 contains 189844 members 
Mstep: Class 16 contains 65021 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 196777 members 
Mstep: Class 19 contains 206539 members 
Mstep: Class 20 contains 552 members 
Mstep: Class 21 contains 111136 members 
Mstep: Class 22 contains 905 members 
Mstep: Class 23 contains 1486 members 
Mstep: Class 24 contains 201396 members 
Mstep: Class 25 contains 19072 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 11957 members 
Mstep: Class 28 contains 2867 members 
Mstep: Class 29 contains 142671 members 
Mstep: Class 30 contains 532 members 
Mstep: Class 31 contains 2862 members 
Mstep: Class 32 contains 8314 members 
Mstep: Class 33 contains 2568 members 
Mstep: Class 34 contains 4517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90575312.000000 Penalty: 22418.089844
Iteration 102Q: 35 clusters Score -9.057531e+07 nChanged 34583
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 98064 members 
Mstep: Class 3 contains 108904 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 895 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 218592 members 
Mstep: Class 8 contains 215193 members 
Mstep: Class 9 contains 38365 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 60883 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 17983 members 
Mstep: Class 15 contains 194910 members 
Mstep: Class 16 contains 65757 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 194392 members 
Mstep: Class 19 contains 203990 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 110571 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 1485 members 
Mstep: Class 24 contains 200956 members 
Mstep: Class 25 contains 19102 members 
Mstep: Class 26 contains 7119 members 
Mstep: Class 27 contains 11957 members 
Mstep: Class 28 contains 2738 members 
Mstep: Class 29 contains 154676 members 
Mstep: Class 30 contains 530 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 8465 members 
Mstep: Class 33 contains 2664 members 
Mstep: Class 34 contains 4515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90580264.000000 Penalty: 22418.089844
Iteration 103Q: 35 clusters Score -9.058026e+07 nChanged 34874
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 97832 members 
Mstep: Class 3 contains 107048 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 898 members 
Mstep: Class 6 contains 2205 members 
Mstep: Class 7 contains 218538 members 
Mstep: Class 8 contains 207568 members 
Mstep: Class 9 contains 38360 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7418 members 
Mstep: Class 12 contains 60828 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 17245 members 
Mstep: Class 15 contains 200125 members 
Mstep: Class 16 contains 66380 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 191725 members 
Mstep: Class 19 contains 200594 members 
Mstep: Class 20 contains 557 members 
Mstep: Class 21 contains 109874 members 
Mstep: Class 22 contains 915 members 
Mstep: Class 23 contains 1478 members 
Mstep: Class 24 contains 200133 members 
Mstep: Class 25 contains 19150 members 
Mstep: Class 26 contains 7119 members 
Mstep: Class 27 contains 11958 members 
Mstep: Class 28 contains 2634 members 
Mstep: Class 29 contains 166963 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 8551 members 
Mstep: Class 33 contains 2741 members 
Mstep: Class 34 contains 4514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90589256.000000 Penalty: 22418.089844
Iteration 104Q: 35 clusters Score -9.058926e+07 nChanged 35218
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 97604 members 
Mstep: Class 3 contains 104878 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 902 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 7 contains 218609 members 
Mstep: Class 8 contains 201788 members 
Mstep: Class 9 contains 38370 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7391 members 
Mstep: Class 12 contains 60795 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 205838 members 
Mstep: Class 16 contains 66397 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 188887 members 
Mstep: Class 19 contains 194775 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 109096 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 1469 members 
Mstep: Class 24 contains 199669 members 
Mstep: Class 25 contains 19197 members 
Mstep: Class 26 contains 7120 members 
Mstep: Class 27 contains 11958 members 
Mstep: Class 28 contains 2542 members 
Mstep: Class 29 contains 180012 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2749 members 
Mstep: Class 32 contains 8566 members 
Mstep: Class 33 contains 2799 members 
Mstep: Class 34 contains 4514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90598664.000000 Penalty: 22418.089844
Iteration 105Q: 35 clusters Score -9.059866e+07 nChanged 42350
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 97538 members 
Mstep: Class 3 contains 102467 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 908 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 7 contains 218747 members 
Mstep: Class 8 contains 196943 members 
Mstep: Class 9 contains 38382 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 60753 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 16037 members 
Mstep: Class 15 contains 213984 members 
Mstep: Class 16 contains 65087 members 
Mstep: Class 17 contains 2374 members 
Mstep: Class 18 contains 185938 members 
Mstep: Class 19 contains 184962 members 
Mstep: Class 20 contains 558 members 
Mstep: Class 21 contains 108189 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 199705 members 
Mstep: Class 25 contains 19219 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 11957 members 
Mstep: Class 28 contains 2458 members 
Mstep: Class 29 contains 194742 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 2718 members 
Mstep: Class 32 contains 8481 members 
Mstep: Class 33 contains 2850 members 
Mstep: Class 34 contains 4515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90606192.000000 Penalty: 22418.089844
Iteration 106Q: 35 clusters Score -9.060619e+07 nChanged 54374
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 97774 members 
Mstep: Class 3 contains 99668 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 909 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 218883 members 
Mstep: Class 8 contains 192143 members 
Mstep: Class 9 contains 38394 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 7311 members 
Mstep: Class 12 contains 60699 members 
Mstep: Class 13 contains 484 members 
Mstep: Class 14 contains 15609 members 
Mstep: Class 15 contains 225926 members 
Mstep: Class 16 contains 62153 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 183025 members 
Mstep: Class 19 contains 171125 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 107009 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 1455 members 
Mstep: Class 24 contains 200279 members 
Mstep: Class 25 contains 19221 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 11957 members 
Mstep: Class 28 contains 2375 members 
Mstep: Class 29 contains 211171 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2672 members 
Mstep: Class 32 contains 8274 members 
Mstep: Class 33 contains 2886 members 
Mstep: Class 34 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90607640.000000 Penalty: 22418.089844
Iteration 107Q: 35 clusters Score -9.060764e+07 nChanged 66354
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 98484 members 
Mstep: Class 3 contains 98900 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 911 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 218960 members 
Mstep: Class 8 contains 182582 members 
Mstep: Class 9 contains 38411 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 7254 members 
Mstep: Class 12 contains 60563 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 15323 members 
Mstep: Class 15 contains 241731 members 
Mstep: Class 16 contains 59766 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 181848 members 
Mstep: Class 19 contains 153882 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 105670 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 1455 members 
Mstep: Class 24 contains 200983 members 
Mstep: Class 25 contains 19186 members 
Mstep: Class 26 contains 7110 members 
Mstep: Class 27 contains 11954 members 
Mstep: Class 28 contains 2260 members 
Mstep: Class 29 contains 227271 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 7997 members 
Mstep: Class 33 contains 2919 members 
Mstep: Class 34 contains 4514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90593064.000000 Penalty: 22418.089844
Iteration 108Q: 35 clusters Score -9.059306e+07 nChanged 77693
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 99541 members 
Mstep: Class 3 contains 100840 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 916 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 218952 members 
Mstep: Class 8 contains 168483 members 
Mstep: Class 9 contains 38426 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 7202 members 
Mstep: Class 12 contains 60482 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 15118 members 
Mstep: Class 15 contains 258027 members 
Mstep: Class 16 contains 59082 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 182637 members 
Mstep: Class 19 contains 136772 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 104637 members 
Mstep: Class 22 contains 929 members 
Mstep: Class 23 contains 1455 members 
Mstep: Class 24 contains 200617 members 
Mstep: Class 25 contains 19156 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 11956 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 241288 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 2594 members 
Mstep: Class 32 contains 7700 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90565056.000000 Penalty: 22418.089844
Iteration 109Q: 35 clusters Score -9.056506e+07 nChanged 75276
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 100543 members 
Mstep: Class 3 contains 105341 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 914 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 219015 members 
Mstep: Class 8 contains 156915 members 
Mstep: Class 9 contains 38436 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 60605 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 15046 members 
Mstep: Class 15 contains 269056 members 
Mstep: Class 16 contains 60141 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 184143 members 
Mstep: Class 19 contains 127011 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 104360 members 
Mstep: Class 22 contains 930 members 
Mstep: Class 23 contains 1455 members 
Mstep: Class 24 contains 197835 members 
Mstep: Class 25 contains 19183 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 11955 members 
Mstep: Class 28 contains 1996 members 
Mstep: Class 29 contains 246850 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 2569 members 
Mstep: Class 32 contains 7391 members 
Mstep: Class 33 contains 2966 members 
Mstep: Class 34 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90541560.000000 Penalty: 22418.089844
Iteration 110Q: 35 clusters Score -9.054156e+07 nChanged 61135
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 101529 members 
Mstep: Class 3 contains 109627 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 911 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 219204 members 
Mstep: Class 8 contains 151964 members 
Mstep: Class 9 contains 38460 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 7226 members 
Mstep: Class 12 contains 60893 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 14970 members 
Mstep: Class 15 contains 272752 members 
Mstep: Class 16 contains 62349 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 185119 members 
Mstep: Class 19 contains 124590 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 104932 members 
Mstep: Class 22 contains 929 members 
Mstep: Class 23 contains 1460 members 
Mstep: Class 24 contains 193988 members 
Mstep: Class 25 contains 19250 members 
Mstep: Class 26 contains 7126 members 
Mstep: Class 27 contains 11956 members 
Mstep: Class 28 contains 1857 members 
Mstep: Class 29 contains 245139 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 2545 members 
Mstep: Class 32 contains 7125 members 
Mstep: Class 33 contains 3007 members 
Mstep: Class 34 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90533720.000000 Penalty: 22418.089844
Iteration 111Q: 35 clusters Score -9.053372e+07 nChanged 45812
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 102320 members 
Mstep: Class 3 contains 112864 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 913 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 219385 members 
Mstep: Class 8 contains 150108 members 
Mstep: Class 9 contains 38485 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 61185 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 14806 members 
Mstep: Class 15 contains 271680 members 
Mstep: Class 16 contains 65448 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 185567 members 
Mstep: Class 19 contains 124353 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 105717 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1465 members 
Mstep: Class 24 contains 192313 members 
Mstep: Class 25 contains 19331 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 11957 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 241408 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 2518 members 
Mstep: Class 32 contains 6909 members 
Mstep: Class 33 contains 3058 members 
Mstep: Class 34 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90530128.000000 Penalty: 22418.089844
Iteration 112Q: 35 clusters Score -9.053013e+07 nChanged 36590
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 102890 members 
Mstep: Class 3 contains 115434 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 219561 members 
Mstep: Class 8 contains 150110 members 
Mstep: Class 9 contains 38505 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 61397 members 
Mstep: Class 13 contains 479 members 
Mstep: Class 14 contains 14489 members 
Mstep: Class 15 contains 268070 members 
Mstep: Class 16 contains 69128 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 185276 members 
Mstep: Class 19 contains 125010 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 106494 members 
Mstep: Class 22 contains 915 members 
Mstep: Class 23 contains 1469 members 
Mstep: Class 24 contains 191609 members 
Mstep: Class 25 contains 19369 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 11956 members 
Mstep: Class 28 contains 1634 members 
Mstep: Class 29 contains 237755 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 2516 members 
Mstep: Class 32 contains 6739 members 
Mstep: Class 33 contains 3092 members 
Mstep: Class 34 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90530096.000000 Penalty: 22418.089844
Iteration 113Q: 35 clusters Score -9.05301e+07 nChanged 31156
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 103291 members 
Mstep: Class 3 contains 117130 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 934 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 219651 members 
Mstep: Class 8 contains 150471 members 
Mstep: Class 9 contains 38501 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7386 members 
Mstep: Class 12 contains 61534 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 14107 members 
Mstep: Class 15 contains 263440 members 
Mstep: Class 16 contains 73347 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 184356 members 
Mstep: Class 19 contains 126765 members 
Mstep: Class 20 contains 565 members 
Mstep: Class 21 contains 107026 members 
Mstep: Class 22 contains 913 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 191669 members 
Mstep: Class 25 contains 19388 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 11956 members 
Mstep: Class 28 contains 1543 members 
Mstep: Class 29 contains 234496 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2526 members 
Mstep: Class 32 contains 6638 members 
Mstep: Class 33 contains 3112 members 
Mstep: Class 34 contains 4515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90530400.000000 Penalty: 22418.089844
Iteration 114Q: 35 clusters Score -9.05304e+07 nChanged 28110
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 103550 members 
Mstep: Class 3 contains 117948 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 939 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 219713 members 
Mstep: Class 8 contains 150629 members 
Mstep: Class 9 contains 38490 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7422 members 
Mstep: Class 12 contains 61637 members 
Mstep: Class 13 contains 502 members 
Mstep: Class 14 contains 13673 members 
Mstep: Class 15 contains 258493 members 
Mstep: Class 16 contains 77921 members 
Mstep: Class 17 contains 2370 members 
Mstep: Class 18 contains 182955 members 
Mstep: Class 19 contains 129576 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 107422 members 
Mstep: Class 22 contains 916 members 
Mstep: Class 23 contains 1480 members 
Mstep: Class 24 contains 192218 members 
Mstep: Class 25 contains 19374 members 
Mstep: Class 26 contains 7107 members 
Mstep: Class 27 contains 11953 members 
Mstep: Class 28 contains 1467 members 
Mstep: Class 29 contains 231592 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2529 members 
Mstep: Class 32 contains 6575 members 
Mstep: Class 33 contains 3126 members 
Mstep: Class 34 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90531392.000000 Penalty: 22418.089844
Iteration 115Q: 35 clusters Score -9.053139e+07 nChanged 25762
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 103723 members 
Mstep: Class 3 contains 118030 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 943 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 219703 members 
Mstep: Class 8 contains 150348 members 
Mstep: Class 9 contains 38470 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 61672 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 13196 members 
Mstep: Class 15 contains 253489 members 
Mstep: Class 16 contains 82697 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 181435 members 
Mstep: Class 19 contains 133191 members 
Mstep: Class 20 contains 568 members 
Mstep: Class 21 contains 107722 members 
Mstep: Class 22 contains 916 members 
Mstep: Class 23 contains 1493 members 
Mstep: Class 24 contains 193088 members 
Mstep: Class 25 contains 19343 members 
Mstep: Class 26 contains 7098 members 
Mstep: Class 27 contains 11955 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 229138 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 2524 members 
Mstep: Class 32 contains 6535 members 
Mstep: Class 33 contains 3118 members 
Mstep: Class 34 contains 4519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90533032.000000 Penalty: 22418.089844
Iteration 116Q: 35 clusters Score -9.053303e+07 nChanged 24808
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 103856 members 
Mstep: Class 3 contains 117792 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 948 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 219689 members 
Mstep: Class 8 contains 149623 members 
Mstep: Class 9 contains 38451 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7420 members 
Mstep: Class 12 contains 61662 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 12650 members 
Mstep: Class 15 contains 248652 members 
Mstep: Class 16 contains 87772 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 179745 members 
Mstep: Class 19 contains 137543 members 
Mstep: Class 20 contains 568 members 
Mstep: Class 21 contains 107908 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 1508 members 
Mstep: Class 24 contains 194043 members 
Mstep: Class 25 contains 19291 members 
Mstep: Class 26 contains 7094 members 
Mstep: Class 27 contains 11955 members 
Mstep: Class 28 contains 1356 members 
Mstep: Class 29 contains 226651 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2518 members 
Mstep: Class 32 contains 6507 members 
Mstep: Class 33 contains 3100 members 
Mstep: Class 34 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90535328.000000 Penalty: 22418.089844
Iteration 117Q: 35 clusters Score -9.053533e+07 nChanged 24936
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 103992 members 
Mstep: Class 3 contains 117038 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 951 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 219630 members 
Mstep: Class 8 contains 148617 members 
Mstep: Class 9 contains 38426 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7418 members 
Mstep: Class 12 contains 61622 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 12115 members 
Mstep: Class 15 contains 243797 members 
Mstep: Class 16 contains 93377 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 178096 members 
Mstep: Class 19 contains 142671 members 
Mstep: Class 20 contains 568 members 
Mstep: Class 21 contains 107993 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1520 members 
Mstep: Class 24 contains 194968 members 
Mstep: Class 25 contains 19233 members 
Mstep: Class 26 contains 7092 members 
Mstep: Class 27 contains 11949 members 
Mstep: Class 28 contains 1300 members 
Mstep: Class 29 contains 223785 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 2506 members 
Mstep: Class 32 contains 6494 members 
Mstep: Class 33 contains 3087 members 
Mstep: Class 34 contains 4530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90538448.000000 Penalty: 22418.089844
Iteration 118Q: 35 clusters Score -9.053845e+07 nChanged 24977
Entering ConstructFrom: 
Score: -90538448.000000 Penalty: 22418.089844
Entering ConstructFrom: 
Trying to split cluster 1 (4227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Entering Unmasked Estep 
Score: -187675.734375 Penalty: 379.890778
	Iteration 0F: 2 clusters Score -187675.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -184848.734375 Penalty: 759.781555
	Iteration 0F: 3 clusters Score -184848.7 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -186224.671875 Penalty: 759.781555
	Iteration 1F: 3 clusters Score -186224.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -186653.828125 Penalty: 759.781555
	Iteration 2F: 3 clusters Score -186653.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -187053.968750 Penalty: 759.781555
	Iteration 3F: 3 clusters Score -187054 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -187300.250000 Penalty: 759.781555
	Iteration 4F: 3 clusters Score -187300.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -187453.343750 Penalty: 759.781555
	Iteration 5F: 3 clusters Score -187453.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -187544.031250 Penalty: 759.781555
	Iteration 6Q: 3 clusters Score -187544 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -187602.859375 Penalty: 759.781555
	Iteration 7Q: 3 clusters Score -187602.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -187648.031250 Penalty: 759.781555
	Iteration 8Q: 3 clusters Score -187648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -187673.375000 Penalty: 759.781555
	Iteration 9Q: 3 clusters Score -187673.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -187693.359375 Penalty: 759.781555
	Iteration 10Q: 3 clusters Score -187693.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -187712.015625 Penalty: 759.781555
	Iteration 11Q: 3 clusters Score -187712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -187720.328125 Penalty: 759.781555
	Iteration 12Q: 3 clusters Score -187720.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -187726.968750 Penalty: 759.781555
	Iteration 13Q: 3 clusters Score -187727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -187734.000000 Penalty: 759.781555
	Iteration 14Q: 3 clusters Score -187734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -187740.921875 Penalty: 759.781555
	Iteration 15Q: 3 clusters Score -187740.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -187744.718750 Penalty: 759.781555
	Iteration 16Q: 3 clusters Score -187744.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -187748.203125 Penalty: 759.781555
	Iteration 17Q: 3 clusters Score -187748.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -187750.984375 Penalty: 759.781555
	Iteration 18Q: 3 clusters Score -187751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -187753.375000 Penalty: 759.781555
	Iteration 19Q: 3 clusters Score -187753.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -187755.750000 Penalty: 759.781555
	Iteration 20F: 3 clusters Score -187755.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -187758.906250 Penalty: 759.781555
	Iteration 21Q: 3 clusters Score -187758.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -187760.953125 Penalty: 759.781555
	Iteration 22Q: 3 clusters Score -187761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -187762.343750 Penalty: 759.781555
	Iteration 23Q: 3 clusters Score -187762.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -187764.109375 Penalty: 759.781555
	Iteration 24Q: 3 clusters Score -187764.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -187765.343750 Penalty: 759.781555
	Iteration 25Q: 3 clusters Score -187765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -187765.921875 Penalty: 759.781555
	Iteration 26Q: 3 clusters Score -187765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -187765.843750 Penalty: 759.781555
	Iteration 27Q: 3 clusters Score -187765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -187766.031250 Penalty: 759.781555
	Iteration 28Q: 3 clusters Score -187766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -187766.156250 Penalty: 759.781555
	Iteration 29Q: 3 clusters Score -187766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -187766.296875 Penalty: 759.781555
	Iteration 30Q: 3 clusters Score -187766.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -187766.296875 Penalty: 759.781555
	Iteration 31F: 3 clusters Score -187766.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 147256 members 
Mstep: Class 9 contains 38407 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 239275 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 195772 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 11945 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 221023 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 3510 members 
Entering Unmasked Estep 
Score: -90538784.000000 Penalty: 23077.445312
Splitting cluster 1 changes total score from -90538448.000000 to -90538784.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 2 (104156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104156 members 
Entering Unmasked Estep 
Score: -4990311.000000 Penalty: 525.690857
	Iteration 0F: 2 clusters Score -4990311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -4919993.500000 Penalty: 1051.381714
	Iteration 0F: 3 clusters Score -4919994 nChanged 51121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -4951550.500000 Penalty: 1051.381714
	Iteration 1F: 3 clusters Score -4951550 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -4953117.000000 Penalty: 1051.381714
	Iteration 2Q: 3 clusters Score -4953117 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -4955618.500000 Penalty: 1051.381714
	Iteration 3Q: 3 clusters Score -4955618 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -4959434.500000 Penalty: 1051.381714
	Iteration 4F: 3 clusters Score -4959434 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -4964746.000000 Penalty: 1051.381714
	Iteration 5F: 3 clusters Score -4964746 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -4969786.000000 Penalty: 1051.381714
	Iteration 6F: 3 clusters Score -4969786 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 69650 members 
Entering Unmasked Estep 
Score: -4972785.500000 Penalty: 1051.381714
	Iteration 7F: 3 clusters Score -4972786 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -4974364.000000 Penalty: 1051.381714
	Iteration 8Q: 3 clusters Score -4974364 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -4975301.000000 Penalty: 1051.381714
	Iteration 9Q: 3 clusters Score -4975301 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -4976183.000000 Penalty: 1051.381714
	Iteration 10Q: 3 clusters Score -4976183 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -4977096.500000 Penalty: 1051.381714
	Iteration 11Q: 3 clusters Score -4977096 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -4978135.500000 Penalty: 1051.381714
	Iteration 12Q: 3 clusters Score -4978136 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -4979213.500000 Penalty: 1051.381714
	Iteration 13Q: 3 clusters Score -4979214 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -4980304.000000 Penalty: 1051.381714
	Iteration 14Q: 3 clusters Score -4980304 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
Score: -4981348.500000 Penalty: 1051.381714
	Iteration 15Q: 3 clusters Score -4981348 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 86418 members 
Entering Unmasked Estep 
Score: -4982337.500000 Penalty: 1051.381714
	Iteration 16Q: 3 clusters Score -4982338 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -4983249.000000 Penalty: 1051.381714
	Iteration 17Q: 3 clusters Score -4983249 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -4984083.000000 Penalty: 1051.381714
	Iteration 18Q: 3 clusters Score -4984083 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -4984803.000000 Penalty: 1051.381714
	Iteration 19Q: 3 clusters Score -4984803 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 92135 members 
Entering Unmasked Estep 
Score: -4985429.000000 Penalty: 1051.381714
	Iteration 20F: 3 clusters Score -4985429 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 93291 members 
Entering Unmasked Estep 
Score: -4986024.000000 Penalty: 1051.381714
	Iteration 21Q: 3 clusters Score -4986024 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 94340 members 
Entering Unmasked Estep 
Score: -4986531.500000 Penalty: 1051.381714
	Iteration 22Q: 3 clusters Score -4986532 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -4986917.500000 Penalty: 1051.381714
	Iteration 23Q: 3 clusters Score -4986918 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -4987297.000000 Penalty: 1051.381714
	Iteration 24Q: 3 clusters Score -4987297 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -4987638.500000 Penalty: 1051.381714
	Iteration 25Q: 3 clusters Score -4987638 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -4987974.000000 Penalty: 1051.381714
	Iteration 26Q: 3 clusters Score -4987974 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 98407 members 
Entering Unmasked Estep 
Score: -4988252.500000 Penalty: 1051.381714
	Iteration 27Q: 3 clusters Score -4988252 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -4988559.500000 Penalty: 1051.381714
	Iteration 28Q: 3 clusters Score -4988560 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -4988801.000000 Penalty: 1051.381714
	Iteration 29Q: 3 clusters Score -4988801 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 100200 members 
Entering Unmasked Estep 
Score: -4989001.000000 Penalty: 1051.381714
	Iteration 30Q: 3 clusters Score -4989001 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 100623 members 
Entering Unmasked Estep 
Score: -4989134.500000 Penalty: 1051.381714
	Iteration 31Q: 3 clusters Score -4989134 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -4989278.500000 Penalty: 1051.381714
	Iteration 32Q: 3 clusters Score -4989278 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -4989361.500000 Penalty: 1051.381714
	Iteration 33Q: 3 clusters Score -4989362 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 101581 members 
Entering Unmasked Estep 
Score: -4989458.500000 Penalty: 1051.381714
	Iteration 34Q: 3 clusters Score -4989458 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -4989531.000000 Penalty: 1051.381714
	Iteration 35Q: 3 clusters Score -4989531 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 101998 members 
Entering Unmasked Estep 
Score: -4989583.000000 Penalty: 1051.381714
	Iteration 36Q: 3 clusters Score -4989583 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 102165 members 
Entering Unmasked Estep 
Score: -4989630.000000 Penalty: 1051.381714
	Iteration 37Q: 3 clusters Score -4989630 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -4989685.000000 Penalty: 1051.381714
	Iteration 38Q: 3 clusters Score -4989685 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 102439 members 
Entering Unmasked Estep 
Score: -4989721.500000 Penalty: 1051.381714
	Iteration 39Q: 3 clusters Score -4989722 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 102561 members 
Entering Unmasked Estep 
Score: -4989747.500000 Penalty: 1051.381714
	Iteration 40F: 3 clusters Score -4989748 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -4989780.000000 Penalty: 1051.381714
	Iteration 41Q: 3 clusters Score -4989780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 102739 members 
Entering Unmasked Estep 
Score: -4989804.500000 Penalty: 1051.381714
	Iteration 42Q: 3 clusters Score -4989804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -4989830.000000 Penalty: 1051.381714
	Iteration 43Q: 3 clusters Score -4989830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 102878 members 
Entering Unmasked Estep 
Score: -4989847.000000 Penalty: 1051.381714
	Iteration 44Q: 3 clusters Score -4989847 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -4989864.000000 Penalty: 1051.381714
	Iteration 45Q: 3 clusters Score -4989864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -4989887.000000 Penalty: 1051.381714
	Iteration 46Q: 3 clusters Score -4989887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 103021 members 
Entering Unmasked Estep 
Score: -4989890.500000 Penalty: 1051.381714
	Iteration 47Q: 3 clusters Score -4989890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 103059 members 
Entering Unmasked Estep 
Score: -4989904.000000 Penalty: 1051.381714
	Iteration 48Q: 3 clusters Score -4989904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -4989907.500000 Penalty: 1051.381714
	Iteration 49Q: 3 clusters Score -4989908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -4989918.500000 Penalty: 1051.381714
	Iteration 50Q: 3 clusters Score -4989918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 103126 members 
Entering Unmasked Estep 
Score: -4989921.500000 Penalty: 1051.381714
	Iteration 51Q: 3 clusters Score -4989922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 103136 members 
Entering Unmasked Estep 
Score: -4989927.000000 Penalty: 1051.381714
	Iteration 52Q: 3 clusters Score -4989927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 103142 members 
Entering Unmasked Estep 
Score: -4989925.000000 Penalty: 1051.381714
	Iteration 53Q: 3 clusters Score -4989925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 103150 members 
Entering Unmasked Estep 
Score: -4989929.500000 Penalty: 1051.381714
	Iteration 54Q: 3 clusters Score -4989930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -4989930.500000 Penalty: 1051.381714
	Iteration 55Q: 3 clusters Score -4989930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 103162 members 
Entering Unmasked Estep 
Score: -4989928.500000 Penalty: 1051.381714
	Iteration 56Q: 3 clusters Score -4989928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -4989929.500000 Penalty: 1051.381714
	Iteration 57Q: 3 clusters Score -4989930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 103168 members 
Entering Unmasked Estep 
Score: -4989927.500000 Penalty: 1051.381714
	Iteration 58Q: 3 clusters Score -4989928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 103170 members 
Entering Unmasked Estep 
Score: -4989930.000000 Penalty: 1051.381714
	Iteration 59Q: 3 clusters Score -4989930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -4989929.000000 Penalty: 1051.381714
	Iteration 60F: 3 clusters Score -4989929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 103176 members 
Entering Unmasked Estep 
Score: -4989924.000000 Penalty: 1051.381714
	Iteration 61Q: 3 clusters Score -4989924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 103178 members 
Entering Unmasked Estep 
Score: -4989919.500000 Penalty: 1051.381714
	Iteration 62Q: 3 clusters Score -4989920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 103181 members 
Entering Unmasked Estep 
Score: -4989923.000000 Penalty: 1051.381714
	Iteration 63Q: 3 clusters Score -4989923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 103182 members 
Entering Unmasked Estep 
Score: -4989919.000000 Penalty: 1051.381714
	Iteration 64Q: 3 clusters Score -4989919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -4989920.500000 Penalty: 1051.381714
	Iteration 65Q: 3 clusters Score -4989920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -4989920.500000 Penalty: 1051.381714
	Iteration 66F: 3 clusters Score -4989920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115980 members 
Entering Unmasked Estep 
Score: -5775433.500000 Penalty: 530.583374
	Iteration 0F: 2 clusters Score -5775434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -5700503.000000 Penalty: 1061.166748
	Iteration 0F: 3 clusters Score -5700503 nChanged 56948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -5735010.500000 Penalty: 1061.166748
	Iteration 1F: 3 clusters Score -5735010 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -5736658.500000 Penalty: 1061.166748
	Iteration 2Q: 3 clusters Score -5736658 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -5739264.500000 Penalty: 1061.166748
	Iteration 3F: 3 clusters Score -5739264 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -5743488.500000 Penalty: 1061.166748
	Iteration 4F: 3 clusters Score -5743488 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5750163.000000 Penalty: 1061.166748
	Iteration 5F: 3 clusters Score -5750163 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -5758896.500000 Penalty: 1061.166748
	Iteration 6F: 3 clusters Score -5758896 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -5767527.500000 Penalty: 1061.166748
	Iteration 7F: 3 clusters Score -5767528 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -5771337.500000 Penalty: 1061.166748
	Iteration 8F: 3 clusters Score -5771338 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -5772170.000000 Penalty: 1061.166748
	Iteration 9Q: 3 clusters Score -5772170 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -5772547.000000 Penalty: 1061.166748
	Iteration 10Q: 3 clusters Score -5772547 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -5772826.500000 Penalty: 1061.166748
	Iteration 11Q: 3 clusters Score -5772826 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -5772997.000000 Penalty: 1061.166748
	Iteration 12Q: 3 clusters Score -5772997 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -5773172.500000 Penalty: 1061.166748
	Iteration 13Q: 3 clusters Score -5773172 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -5773242.000000 Penalty: 1061.166748
	Iteration 14Q: 3 clusters Score -5773242 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -5773325.500000 Penalty: 1061.166748
	Iteration 15Q: 3 clusters Score -5773326 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -5773453.500000 Penalty: 1061.166748
	Iteration 16Q: 3 clusters Score -5773454 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -5773527.000000 Penalty: 1061.166748
	Iteration 17Q: 3 clusters Score -5773527 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80211 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -5773529.500000 Penalty: 1061.166748
	Iteration 18Q: 3 clusters Score -5773530 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -5773600.500000 Penalty: 1061.166748
	Iteration 19Q: 3 clusters Score -5773600 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79853 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -5773607.000000 Penalty: 1061.166748
	Iteration 20F: 3 clusters Score -5773607 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -5773583.500000 Penalty: 1061.166748
	Iteration 21Q: 3 clusters Score -5773584 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -5773601.500000 Penalty: 1061.166748
	Iteration 22Q: 3 clusters Score -5773602 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -5773561.500000 Penalty: 1061.166748
	Iteration 23Q: 3 clusters Score -5773562 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79184 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -5773578.000000 Penalty: 1061.166748
	Iteration 24Q: 3 clusters Score -5773578 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -5773568.000000 Penalty: 1061.166748
	Iteration 25Q: 3 clusters Score -5773568 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -5773556.000000 Penalty: 1061.166748
	Iteration 26Q: 3 clusters Score -5773556 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -5773530.500000 Penalty: 1061.166748
	Iteration 27Q: 3 clusters Score -5773530 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78413 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -5773505.000000 Penalty: 1061.166748
	Iteration 28Q: 3 clusters Score -5773505 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -5773507.500000 Penalty: 1061.166748
	Iteration 29Q: 3 clusters Score -5773508 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77954 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -5773470.500000 Penalty: 1061.166748
	Iteration 30Q: 3 clusters Score -5773470 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -5773463.500000 Penalty: 1061.166748
	Iteration 31Q: 3 clusters Score -5773464 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -5773434.500000 Penalty: 1061.166748
	Iteration 32Q: 3 clusters Score -5773434 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -5773415.000000 Penalty: 1061.166748
	Iteration 33Q: 3 clusters Score -5773415 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77006 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -5773368.000000 Penalty: 1061.166748
	Iteration 34Q: 3 clusters Score -5773368 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -5773370.000000 Penalty: 1061.166748
	Iteration 35Q: 3 clusters Score -5773370 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -5773361.000000 Penalty: 1061.166748
	Iteration 36Q: 3 clusters Score -5773361 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5773320.000000 Penalty: 1061.166748
	Iteration 37Q: 3 clusters Score -5773320 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -5773301.000000 Penalty: 1061.166748
	Iteration 38Q: 3 clusters Score -5773301 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -5773291.500000 Penalty: 1061.166748
	Iteration 39Q: 3 clusters Score -5773292 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5773278.000000 Penalty: 1061.166748
	Iteration 40F: 3 clusters Score -5773278 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75244 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -5773263.500000 Penalty: 1061.166748
	Iteration 41Q: 3 clusters Score -5773264 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -5773224.500000 Penalty: 1061.166748
	Iteration 42Q: 3 clusters Score -5773224 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5773207.000000 Penalty: 1061.166748
	Iteration 43Q: 3 clusters Score -5773207 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -5773175.500000 Penalty: 1061.166748
	Iteration 44Q: 3 clusters Score -5773176 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -5773146.500000 Penalty: 1061.166748
	Iteration 45Q: 3 clusters Score -5773146 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -5773115.000000 Penalty: 1061.166748
	Iteration 46Q: 3 clusters Score -5773115 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -5773078.500000 Penalty: 1061.166748
	Iteration 47Q: 3 clusters Score -5773078 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -5773048.500000 Penalty: 1061.166748
	Iteration 48Q: 3 clusters Score -5773048 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -5773029.000000 Penalty: 1061.166748
	Iteration 49Q: 3 clusters Score -5773029 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -5772997.000000 Penalty: 1061.166748
	Iteration 50Q: 3 clusters Score -5772997 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -5772985.500000 Penalty: 1061.166748
	Iteration 51Q: 3 clusters Score -5772986 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -5772974.500000 Penalty: 1061.166748
	Iteration 52Q: 3 clusters Score -5772974 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -5772975.000000 Penalty: 1061.166748
	Iteration 53Q: 3 clusters Score -5772975 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -5772927.500000 Penalty: 1061.166748
	Iteration 54Q: 3 clusters Score -5772928 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -5772922.500000 Penalty: 1061.166748
	Iteration 55Q: 3 clusters Score -5772922 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -5772912.500000 Penalty: 1061.166748
	Iteration 56Q: 3 clusters Score -5772912 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -5772881.500000 Penalty: 1061.166748
	Iteration 57Q: 3 clusters Score -5772882 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -5772874.000000 Penalty: 1061.166748
	Iteration 58Q: 3 clusters Score -5772874 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -5772845.500000 Penalty: 1061.166748
	Iteration 59Q: 3 clusters Score -5772846 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -5772819.000000 Penalty: 1061.166748
	Iteration 60F: 3 clusters Score -5772819 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -5772773.500000 Penalty: 1061.166748
	Iteration 61Q: 3 clusters Score -5772774 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5772771.000000 Penalty: 1061.166748
	Iteration 62Q: 3 clusters Score -5772771 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -5772756.500000 Penalty: 1061.166748
	Iteration 63Q: 3 clusters Score -5772756 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -5772748.000000 Penalty: 1061.166748
	Iteration 64Q: 3 clusters Score -5772748 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -5772719.000000 Penalty: 1061.166748
	Iteration 65Q: 3 clusters Score -5772719 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -5772711.500000 Penalty: 1061.166748
	Iteration 66Q: 3 clusters Score -5772712 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -5772670.500000 Penalty: 1061.166748
	Iteration 67Q: 3 clusters Score -5772670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -5772655.000000 Penalty: 1061.166748
	Iteration 68Q: 3 clusters Score -5772655 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -5772650.500000 Penalty: 1061.166748
	Iteration 69Q: 3 clusters Score -5772650 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -5772636.500000 Penalty: 1061.166748
	Iteration 70Q: 3 clusters Score -5772636 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -5772639.000000 Penalty: 1061.166748
	Iteration 71Q: 3 clusters Score -5772639 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -5772621.500000 Penalty: 1061.166748
	Iteration 72Q: 3 clusters Score -5772622 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -5772606.000000 Penalty: 1061.166748
	Iteration 73Q: 3 clusters Score -5772606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -5772590.000000 Penalty: 1061.166748
	Iteration 74Q: 3 clusters Score -5772590 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -5772580.500000 Penalty: 1061.166748
	Iteration 75Q: 3 clusters Score -5772580 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -5772554.500000 Penalty: 1061.166748
	Iteration 76Q: 3 clusters Score -5772554 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -5772564.000000 Penalty: 1061.166748
	Iteration 77Q: 3 clusters Score -5772564 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -5772543.500000 Penalty: 1061.166748
	Iteration 78Q: 3 clusters Score -5772544 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -5772538.500000 Penalty: 1061.166748
	Iteration 79Q: 3 clusters Score -5772538 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -5772529.000000 Penalty: 1061.166748
	Iteration 80F: 3 clusters Score -5772529 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -5772518.000000 Penalty: 1061.166748
	Iteration 81Q: 3 clusters Score -5772518 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -5772513.000000 Penalty: 1061.166748
	Iteration 82Q: 3 clusters Score -5772513 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -5772503.000000 Penalty: 1061.166748
	Iteration 83Q: 3 clusters Score -5772503 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -5772480.000000 Penalty: 1061.166748
	Iteration 84Q: 3 clusters Score -5772480 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67443 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -5772476.500000 Penalty: 1061.166748
	Iteration 85Q: 3 clusters Score -5772476 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -5772465.000000 Penalty: 1061.166748
	Iteration 86Q: 3 clusters Score -5772465 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -5772441.500000 Penalty: 1061.166748
	Iteration 87Q: 3 clusters Score -5772442 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -5772432.000000 Penalty: 1061.166748
	Iteration 88Q: 3 clusters Score -5772432 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -5772395.500000 Penalty: 1061.166748
	Iteration 89Q: 3 clusters Score -5772396 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -5772396.000000 Penalty: 1061.166748
	Iteration 90Q: 3 clusters Score -5772396 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -5772384.500000 Penalty: 1061.166748
	Iteration 91Q: 3 clusters Score -5772384 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -5772369.000000 Penalty: 1061.166748
	Iteration 92Q: 3 clusters Score -5772369 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -5772337.000000 Penalty: 1061.166748
	Iteration 93Q: 3 clusters Score -5772337 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -5772320.500000 Penalty: 1061.166748
	Iteration 94Q: 3 clusters Score -5772320 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -5772288.500000 Penalty: 1061.166748
	Iteration 95Q: 3 clusters Score -5772288 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -5772275.500000 Penalty: 1061.166748
	Iteration 96Q: 3 clusters Score -5772276 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -5772262.500000 Penalty: 1061.166748
	Iteration 97Q: 3 clusters Score -5772262 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -5772235.000000 Penalty: 1061.166748
	Iteration 98Q: 3 clusters Score -5772235 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -5772229.000000 Penalty: 1061.166748
	Iteration 99Q: 3 clusters Score -5772229 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -5772212.500000 Penalty: 1061.166748
	Iteration 100F: 3 clusters Score -5772212 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -5772194.000000 Penalty: 1061.166748
	Iteration 101Q: 3 clusters Score -5772194 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -5772180.500000 Penalty: 1061.166748
	Iteration 102Q: 3 clusters Score -5772180 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -5772169.000000 Penalty: 1061.166748
	Iteration 103Q: 3 clusters Score -5772169 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -5772149.500000 Penalty: 1061.166748
	Iteration 104Q: 3 clusters Score -5772150 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -5772143.500000 Penalty: 1061.166748
	Iteration 105Q: 3 clusters Score -5772144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -5772130.000000 Penalty: 1061.166748
	Iteration 106Q: 3 clusters Score -5772130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -5772121.000000 Penalty: 1061.166748
	Iteration 107Q: 3 clusters Score -5772121 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -5772115.000000 Penalty: 1061.166748
	Iteration 108Q: 3 clusters Score -5772115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -5772114.500000 Penalty: 1061.166748
	Iteration 109Q: 3 clusters Score -5772114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -5772121.500000 Penalty: 1061.166748
	Iteration 110Q: 3 clusters Score -5772122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -5772121.000000 Penalty: 1061.166748
	Iteration 111Q: 3 clusters Score -5772121 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -5772111.000000 Penalty: 1061.166748
	Iteration 112Q: 3 clusters Score -5772111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -5772098.500000 Penalty: 1061.166748
	Iteration 113Q: 3 clusters Score -5772098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -5772087.000000 Penalty: 1061.166748
	Iteration 114Q: 3 clusters Score -5772087 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -5772086.000000 Penalty: 1061.166748
	Iteration 115Q: 3 clusters Score -5772086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -5772077.500000 Penalty: 1061.166748
	Iteration 116Q: 3 clusters Score -5772078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -5772071.000000 Penalty: 1061.166748
	Iteration 117Q: 3 clusters Score -5772071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -5772057.000000 Penalty: 1061.166748
	Iteration 118Q: 3 clusters Score -5772057 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -5772064.000000 Penalty: 1061.166748
	Iteration 119Q: 3 clusters Score -5772064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -5772060.000000 Penalty: 1061.166748
	Iteration 120F: 3 clusters Score -5772060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -5772053.500000 Penalty: 1061.166748
	Iteration 121Q: 3 clusters Score -5772054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -5772051.000000 Penalty: 1061.166748
	Iteration 122Q: 3 clusters Score -5772051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62196 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -5772055.500000 Penalty: 1061.166748
	Iteration 123Q: 3 clusters Score -5772056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -5772038.000000 Penalty: 1061.166748
	Iteration 124Q: 3 clusters Score -5772038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -5772037.500000 Penalty: 1061.166748
	Iteration 125Q: 3 clusters Score -5772038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -5772043.000000 Penalty: 1061.166748
	Iteration 126Q: 3 clusters Score -5772043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -5772036.500000 Penalty: 1061.166748
	Iteration 127Q: 3 clusters Score -5772036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -5772040.000000 Penalty: 1061.166748
	Iteration 128Q: 3 clusters Score -5772040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -5772035.500000 Penalty: 1061.166748
	Iteration 129Q: 3 clusters Score -5772036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -5772030.500000 Penalty: 1061.166748
	Iteration 130Q: 3 clusters Score -5772030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -5772037.000000 Penalty: 1061.166748
	Iteration 131Q: 3 clusters Score -5772037 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -5772029.500000 Penalty: 1061.166748
	Iteration 132Q: 3 clusters Score -5772030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -5772033.000000 Penalty: 1061.166748
	Iteration 133Q: 3 clusters Score -5772033 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -5772020.000000 Penalty: 1061.166748
	Iteration 134Q: 3 clusters Score -5772020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -5772020.000000 Penalty: 1061.166748
	Iteration 135Q: 3 clusters Score -5772020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -5772016.000000 Penalty: 1061.166748
	Iteration 136Q: 3 clusters Score -5772016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -5772014.500000 Penalty: 1061.166748
	Iteration 137Q: 3 clusters Score -5772014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -5772010.000000 Penalty: 1061.166748
	Iteration 138Q: 3 clusters Score -5772010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -5772003.500000 Penalty: 1061.166748
	Iteration 139Q: 3 clusters Score -5772004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -5772000.000000 Penalty: 1061.166748
	Iteration 140F: 3 clusters Score -5772000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -5771994.500000 Penalty: 1061.166748
	Iteration 141Q: 3 clusters Score -5771994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -5772001.500000 Penalty: 1061.166748
	Iteration 142Q: 3 clusters Score -5772002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -5772005.000000 Penalty: 1061.166748
	Iteration 143Q: 3 clusters Score -5772005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -5771998.500000 Penalty: 1061.166748
	Iteration 144Q: 3 clusters Score -5771998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -5771998.500000 Penalty: 1061.166748
	Iteration 145Q: 3 clusters Score -5771998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -5772003.500000 Penalty: 1061.166748
	Iteration 146Q: 3 clusters Score -5772004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61295 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -5771998.500000 Penalty: 1061.166748
	Iteration 147Q: 3 clusters Score -5771998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -5771997.000000 Penalty: 1061.166748
	Iteration 148Q: 3 clusters Score -5771997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -5771995.000000 Penalty: 1061.166748
	Iteration 149Q: 3 clusters Score -5771995 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -5771989.500000 Penalty: 1061.166748
	Iteration 150Q: 3 clusters Score -5771990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -5771993.000000 Penalty: 1061.166748
	Iteration 151Q: 3 clusters Score -5771993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -5771989.500000 Penalty: 1061.166748
	Iteration 152Q: 3 clusters Score -5771990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -5771986.000000 Penalty: 1061.166748
	Iteration 153Q: 3 clusters Score -5771986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -5771985.500000 Penalty: 1061.166748
	Iteration 154Q: 3 clusters Score -5771986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -5771982.000000 Penalty: 1061.166748
	Iteration 155Q: 3 clusters Score -5771982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -5771984.500000 Penalty: 1061.166748
	Iteration 156Q: 3 clusters Score -5771984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -5771981.500000 Penalty: 1061.166748
	Iteration 157Q: 3 clusters Score -5771982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -5771985.000000 Penalty: 1061.166748
	Iteration 158Q: 3 clusters Score -5771985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -5771985.500000 Penalty: 1061.166748
	Iteration 159Q: 3 clusters Score -5771986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -5771980.500000 Penalty: 1061.166748
	Iteration 160F: 3 clusters Score -5771980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -5771978.500000 Penalty: 1061.166748
	Iteration 161Q: 3 clusters Score -5771978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -5771971.000000 Penalty: 1061.166748
	Iteration 162Q: 3 clusters Score -5771971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -5771964.000000 Penalty: 1061.166748
	Iteration 163Q: 3 clusters Score -5771964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -5771959.000000 Penalty: 1061.166748
	Iteration 164Q: 3 clusters Score -5771959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -5771955.000000 Penalty: 1061.166748
	Iteration 165Q: 3 clusters Score -5771955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -5771962.000000 Penalty: 1061.166748
	Iteration 166Q: 3 clusters Score -5771962 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5771964 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -5771974.500000 Penalty: 1061.166748
	Iteration 168Q: 3 clusters Score -5771974 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -5771977.500000 Penalty: 1061.166748
	Iteration 169Q: 3 clusters Score -5771978 nChanged 14
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Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5771977 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -5771976.000000 Penalty: 1061.166748
	Iteration 171Q: 3 clusters Score -5771976 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -5771973.500000 Penalty: 1061.166748
	Iteration 172Q: 3 clusters Score -5771974 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -5771967.500000 Penalty: 1061.166748
	Iteration 173Q: 3 clusters Score -5771968 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -5771963.500000 Penalty: 1061.166748
	Iteration 174Q: 3 clusters Score -5771964 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -5771965.500000 Penalty: 1061.166748
	Iteration 175Q: 3 clusters Score -5771966 nChanged 24
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Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5771963 nChanged 35
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Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5771962 nChanged 39
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Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -5771952.000000 Penalty: 1061.166748
	Iteration 178Q: 3 clusters Score -5771952 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -5771944.500000 Penalty: 1061.166748
	Iteration 179Q: 3 clusters Score -5771944 nChanged 37
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Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -5771937.500000 Penalty: 1061.166748
	Iteration 180F: 3 clusters Score -5771938 nChanged 37
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Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -5771940.000000 Penalty: 1061.166748
	Iteration 181Q: 3 clusters Score -5771940 nChanged 40
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Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -5771947.500000 Penalty: 1061.166748
	Iteration 182Q: 3 clusters Score -5771948 nChanged 55
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Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -5771948.000000 Penalty: 1061.166748
	Iteration 183Q: 3 clusters Score -5771948 nChanged 58
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Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -5771953.000000 Penalty: 1061.166748
	Iteration 184Q: 3 clusters Score -5771953 nChanged 59
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Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -5771946.000000 Penalty: 1061.166748
	Iteration 185Q: 3 clusters Score -5771946 nChanged 46
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Mstep: Class 1 contains 60342 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -5771943.500000 Penalty: 1061.166748
	Iteration 186Q: 3 clusters Score -5771944 nChanged 60
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Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -5771930.500000 Penalty: 1061.166748
	Iteration 187Q: 3 clusters Score -5771930 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -5771933.500000 Penalty: 1061.166748
	Iteration 188Q: 3 clusters Score -5771934 nChanged 64
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Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -5771925.000000 Penalty: 1061.166748
	Iteration 189Q: 3 clusters Score -5771925 nChanged 65
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Mstep: Class 1 contains 60094 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5771920 nChanged 72
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Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -5771926.500000 Penalty: 1061.166748
	Iteration 191Q: 3 clusters Score -5771926 nChanged 77
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Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5771929 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -5771923.000000 Penalty: 1061.166748
	Iteration 193Q: 3 clusters Score -5771923 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -5771914.500000 Penalty: 1061.166748
	Iteration 194Q: 3 clusters Score -5771914 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -5771903.000000 Penalty: 1061.166748
	Iteration 195Q: 3 clusters Score -5771903 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
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Entering Unmasked Estep 
Score: -5771898.500000 Penalty: 1061.166748
	Iteration 196Q: 3 clusters Score -5771898 nChanged 76
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Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 56411 members 
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Score: -5771897.000000 Penalty: 1061.166748
	Iteration 197Q: 3 clusters Score -5771897 nChanged 56
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Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 56467 members 
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	Iteration 198Q: 3 clusters Score -5771897 nChanged 75
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Mstep: Class 1 contains 59438 members 
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Entering Unmasked Estep 
Score: -5771892.000000 Penalty: 1061.166748
	Iteration 199Q: 3 clusters Score -5771892 nChanged 79
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Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -5771887.000000 Penalty: 1061.166748
	Iteration 200F: 3 clusters Score -5771887 nChanged 75
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Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -5771904.000000 Penalty: 1061.166748
	Iteration 201Q: 3 clusters Score -5771904 nChanged 83
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Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -5771907.500000 Penalty: 1061.166748
	Iteration 202Q: 3 clusters Score -5771908 nChanged 84
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Mstep: Class 1 contains 59123 members 
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Score: -5771910.500000 Penalty: 1061.166748
	Iteration 203Q: 3 clusters Score -5771910 nChanged 56
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Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 56913 members 
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	Iteration 204Q: 3 clusters Score -5771900 nChanged 55
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Mstep: Class 1 contains 59014 members 
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	Iteration 205Q: 3 clusters Score -5771898 nChanged 70
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Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 57032 members 
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	Iteration 206Q: 3 clusters Score -5771904 nChanged 63
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Mstep: Class 1 contains 58889 members 
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Entering Unmasked Estep 
Score: -5771883.500000 Penalty: 1061.166748
	Iteration 207Q: 3 clusters Score -5771884 nChanged 57
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Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 57142 members 
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	Iteration 208Q: 3 clusters Score -5771883 nChanged 57
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Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -5771869.000000 Penalty: 1061.166748
	Iteration 209Q: 3 clusters Score -5771869 nChanged 46
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Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -5771861.000000 Penalty: 1061.166748
	Iteration 210Q: 3 clusters Score -5771861 nChanged 43
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Mstep: Class 1 contains 58710 members 
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Score: -5771864.500000 Penalty: 1061.166748
	Iteration 211Q: 3 clusters Score -5771864 nChanged 33
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Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -5771868.000000 Penalty: 1061.166748
	Iteration 212Q: 3 clusters Score -5771868 nChanged 41
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Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -5771867.500000 Penalty: 1061.166748
	Iteration 213Q: 3 clusters Score -5771868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -5771866.000000 Penalty: 1061.166748
	Iteration 214Q: 3 clusters Score -5771866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -5771854.500000 Penalty: 1061.166748
	Iteration 215Q: 3 clusters Score -5771854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -5771848.500000 Penalty: 1061.166748
	Iteration 216Q: 3 clusters Score -5771848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -5771847.500000 Penalty: 1061.166748
	Iteration 217Q: 3 clusters Score -5771848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -5771847.500000 Penalty: 1061.166748
	Iteration 218Q: 3 clusters Score -5771848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -5771835.000000 Penalty: 1061.166748
	Iteration 219Q: 3 clusters Score -5771835 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -5771839.000000 Penalty: 1061.166748
	Iteration 220F: 3 clusters Score -5771839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -5771830.000000 Penalty: 1061.166748
	Iteration 221Q: 3 clusters Score -5771830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -5771827.000000 Penalty: 1061.166748
	Iteration 222Q: 3 clusters Score -5771827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -5771831.500000 Penalty: 1061.166748
	Iteration 223Q: 3 clusters Score -5771832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -5771823.500000 Penalty: 1061.166748
	Iteration 224Q: 3 clusters Score -5771824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -5771824.500000 Penalty: 1061.166748
	Iteration 225Q: 3 clusters Score -5771824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -5771835.000000 Penalty: 1061.166748
	Iteration 226Q: 3 clusters Score -5771835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -5771838.500000 Penalty: 1061.166748
	Iteration 227Q: 3 clusters Score -5771838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -5771836.000000 Penalty: 1061.166748
	Iteration 228Q: 3 clusters Score -5771836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -5771832.000000 Penalty: 1061.166748
	Iteration 229Q: 3 clusters Score -5771832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -5771828.500000 Penalty: 1061.166748
	Iteration 230Q: 3 clusters Score -5771828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -5771831.500000 Penalty: 1061.166748
	Iteration 231Q: 3 clusters Score -5771832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -5771837.500000 Penalty: 1061.166748
	Iteration 232Q: 3 clusters Score -5771838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -5771838.000000 Penalty: 1061.166748
	Iteration 233Q: 3 clusters Score -5771838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -5771843.000000 Penalty: 1061.166748
	Iteration 234Q: 3 clusters Score -5771843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -5771839.000000 Penalty: 1061.166748
	Iteration 235Q: 3 clusters Score -5771839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -5771839.500000 Penalty: 1061.166748
	Iteration 236Q: 3 clusters Score -5771840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -5771839.500000 Penalty: 1061.166748
	Iteration 237F: 3 clusters Score -5771840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -13842.778320 Penalty: 292.331543
	Iteration 0F: 2 clusters Score -13842.78 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 300 members 
Entering Unmasked Estep 
Score: -13419.085938 Penalty: 584.663086
	Iteration 0F: 3 clusters Score -13419.09 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -14084.818359 Penalty: 584.663086
	Iteration 1F: 3 clusters Score -14084.82 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14521.673828 Penalty: 584.663086
	Iteration 2F: 3 clusters Score -14521.67 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14791.730469 Penalty: 584.663086
	Iteration 3F: 3 clusters Score -14791.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14945.713867 Penalty: 584.663086
	Iteration 4F: 3 clusters Score -14945.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14966.811523 Penalty: 584.663086
	Iteration 5Q: 3 clusters Score -14966.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -14970.052734 Penalty: 584.663086
	Iteration 6Q: 3 clusters Score -14970.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -14972.970703 Penalty: 584.663086
	Iteration 7Q: 3 clusters Score -14972.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -14977.361328 Penalty: 584.663086
	Iteration 8Q: 3 clusters Score -14977.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14979.773438 Penalty: 584.663086
	Iteration 9Q: 3 clusters Score -14979.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -14985.966797 Penalty: 584.663086
	Iteration 10Q: 3 clusters Score -14985.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -14987.863281 Penalty: 584.663086
	Iteration 11Q: 3 clusters Score -14987.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -14988.329102 Penalty: 584.663086
	Iteration 12Q: 3 clusters Score -14988.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -14988.329102 Penalty: 584.663086
	Iteration 13F: 3 clusters Score -14988.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 147256 members 
Mstep: Class 9 contains 38407 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 239275 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 195772 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 11945 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 221023 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 389 members 
Entering Unmasked Estep 
Score: -90539688.000000 Penalty: 23736.800781
Splitting cluster 4 changes total score from -90538448.000000 to -90539688.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 5 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -46207.593750 Penalty: 312.207886
	Iteration 0F: 2 clusters Score -46207.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -45424.164062 Penalty: 624.415771
	Iteration 0F: 3 clusters Score -45424.16 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -45632.363281 Penalty: 624.415771
	Iteration 1F: 3 clusters Score -45632.36 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -45688.707031 Penalty: 624.415771
	Iteration 2F: 3 clusters Score -45688.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -45715.085938 Penalty: 624.415771
	Iteration 3F: 3 clusters Score -45715.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -45748.660156 Penalty: 624.415771
	Iteration 4Q: 3 clusters Score -45748.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -45781.777344 Penalty: 624.415771
	Iteration 5Q: 3 clusters Score -45781.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -45809.765625 Penalty: 624.415771
	Iteration 6Q: 3 clusters Score -45809.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -45827.730469 Penalty: 624.415771
	Iteration 7Q: 3 clusters Score -45827.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -45851.128906 Penalty: 624.415771
	Iteration 8Q: 3 clusters Score -45851.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -45869.132812 Penalty: 624.415771
	Iteration 9Q: 3 clusters Score -45869.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -45886.152344 Penalty: 624.415771
	Iteration 10Q: 3 clusters Score -45886.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -45891.765625 Penalty: 624.415771
	Iteration 11Q: 3 clusters Score -45891.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -45899.183594 Penalty: 624.415771
	Iteration 12Q: 3 clusters Score -45899.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -45902.015625 Penalty: 624.415771
	Iteration 13Q: 3 clusters Score -45902.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -45905.652344 Penalty: 624.415771
	Iteration 14Q: 3 clusters Score -45905.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -45910.496094 Penalty: 624.415771
	Iteration 15Q: 3 clusters Score -45910.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -45917.070312 Penalty: 624.415771
	Iteration 16Q: 3 clusters Score -45917.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -45930.476562 Penalty: 624.415771
	Iteration 17Q: 3 clusters Score -45930.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -45936.839844 Penalty: 624.415771
	Iteration 18Q: 3 clusters Score -45936.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -45938.851562 Penalty: 624.415771
	Iteration 19Q: 3 clusters Score -45938.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -45938.851562 Penalty: 624.415771
	Iteration 20F: 3 clusters Score -45938.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -105124.781250 Penalty: 353.410492
	Iteration 0F: 2 clusters Score -105124.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -103485.687500 Penalty: 706.820984
	Iteration 0F: 3 clusters Score -103485.7 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -104112.414062 Penalty: 706.820984
	Iteration 1F: 3 clusters Score -104112.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -104311.140625 Penalty: 706.820984
	Iteration 2F: 3 clusters Score -104311.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -104464.453125 Penalty: 706.820984
	Iteration 3F: 3 clusters Score -104464.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -104613.500000 Penalty: 706.820984
	Iteration 4F: 3 clusters Score -104613.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -104772.085938 Penalty: 706.820984
	Iteration 5F: 3 clusters Score -104772.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -104881.500000 Penalty: 706.820984
	Iteration 6F: 3 clusters Score -104881.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -104954.671875 Penalty: 706.820984
	Iteration 7Q: 3 clusters Score -104954.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -105002.054688 Penalty: 706.820984
	Iteration 8Q: 3 clusters Score -105002.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -105040.507812 Penalty: 706.820984
	Iteration 9Q: 3 clusters Score -105040.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -105073.554688 Penalty: 706.820984
	Iteration 10Q: 3 clusters Score -105073.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -105091.414062 Penalty: 706.820984
	Iteration 11Q: 3 clusters Score -105091.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -105105.531250 Penalty: 706.820984
	Iteration 12Q: 3 clusters Score -105105.5 nChanged 29
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: -105114.695312 Penalty: 706.820984
	Iteration 13Q: 3 clusters Score -105114.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -105118.289062 Penalty: 706.820984
	Iteration 14Q: 3 clusters Score -105118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -105120.468750 Penalty: 706.820984
	Iteration 15Q: 3 clusters Score -105120.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -105122.007812 Penalty: 706.820984
	Iteration 16Q: 3 clusters Score -105122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -105122.617188 Penalty: 706.820984
	Iteration 17Q: 3 clusters Score -105122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -105122.695312 Penalty: 706.820984
	Iteration 18Q: 3 clusters Score -105122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -105122.859375 Penalty: 706.820984
	Iteration 19Q: 3 clusters Score -105122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -105123.273438 Penalty: 706.820984
	Iteration 20F: 3 clusters Score -105123.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -105123.445312 Penalty: 706.820984
	Iteration 21Q: 3 clusters Score -105123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -105123.445312 Penalty: 706.820984
	Iteration 22F: 3 clusters Score -105123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (219567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219567 members 
Entering Unmasked Estep 
Score: -10329343.000000 Penalty: 559.623291
	Iteration 0F: 2 clusters Score -1.032934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109608 members 
Mstep: Class 2 contains 109959 members 
Entering Unmasked Estep 
Score: -10183438.000000 Penalty: 1119.246582
	Iteration 0F: 3 clusters Score -1.018344e+07 nChanged 108179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 112808 members 
Entering Unmasked Estep 
Score: -10249870.000000 Penalty: 1119.246582
	Iteration 1F: 3 clusters Score -1.024987e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105114 members 
Mstep: Class 2 contains 114453 members 
Entering Unmasked Estep 
Score: -10251907.000000 Penalty: 1119.246582
	Iteration 2Q: 3 clusters Score -1.025191e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 117284 members 
Entering Unmasked Estep 
Score: -10254595.000000 Penalty: 1119.246582
	Iteration 3Q: 3 clusters Score -1.02546e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97680 members 
Mstep: Class 2 contains 121887 members 
Entering Unmasked Estep 
Score: -10259105.000000 Penalty: 1119.246582
	Iteration 4Q: 3 clusters Score -1.02591e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 128899 members 
Entering Unmasked Estep 
Score: -10266124.000000 Penalty: 1119.246582
	Iteration 5F: 3 clusters Score -1.026612e+07 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 137587 members 
Entering Unmasked Estep 
Score: -10276066.000000 Penalty: 1119.246582
	Iteration 6F: 3 clusters Score -1.027607e+07 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 146173 members 
Entering Unmasked Estep 
Score: -10287271.000000 Penalty: 1119.246582
	Iteration 7F: 3 clusters Score -1.028727e+07 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 152771 members 
Entering Unmasked Estep 
Score: -10295652.000000 Penalty: 1119.246582
	Iteration 8F: 3 clusters Score -1.029565e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -10299896.000000 Penalty: 1119.246582
	Iteration 9Q: 3 clusters Score -1.02999e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 161759 members 
Entering Unmasked Estep 
Score: -10302071.000000 Penalty: 1119.246582
	Iteration 10Q: 3 clusters Score -1.030207e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 166051 members 
Entering Unmasked Estep 
Score: -10303880.000000 Penalty: 1119.246582
	Iteration 11Q: 3 clusters Score -1.030388e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 170600 members 
Entering Unmasked Estep 
Score: -10305547.000000 Penalty: 1119.246582
	Iteration 12Q: 3 clusters Score -1.030555e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 175229 members 
Entering Unmasked Estep 
Score: -10307600.000000 Penalty: 1119.246582
	Iteration 13Q: 3 clusters Score -1.03076e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 179909 members 
Entering Unmasked Estep 
Score: -10309574.000000 Penalty: 1119.246582
	Iteration 14Q: 3 clusters Score -1.030957e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 184778 members 
Entering Unmasked Estep 
Score: -10311922.000000 Penalty: 1119.246582
	Iteration 15Q: 3 clusters Score -1.031192e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 189606 members 
Entering Unmasked Estep 
Score: -10314305.000000 Penalty: 1119.246582
	Iteration 16Q: 3 clusters Score -1.03143e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 194285 members 
Entering Unmasked Estep 
Score: -10316883.000000 Penalty: 1119.246582
	Iteration 17Q: 3 clusters Score -1.031688e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 198719 members 
Entering Unmasked Estep 
Score: -10319618.000000 Penalty: 1119.246582
	Iteration 18Q: 3 clusters Score -1.031962e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 202679 members 
Entering Unmasked Estep 
Score: -10322313.000000 Penalty: 1119.246582
	Iteration 19Q: 3 clusters Score -1.032231e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 206092 members 
Entering Unmasked Estep 
Score: -10324660.000000 Penalty: 1119.246582
	Iteration 20F: 3 clusters Score -1.032466e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 208865 members 
Entering Unmasked Estep 
Score: -10326289.000000 Penalty: 1119.246582
	Iteration 21Q: 3 clusters Score -1.032629e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 211056 members 
Entering Unmasked Estep 
Score: -10327419.000000 Penalty: 1119.246582
	Iteration 22Q: 3 clusters Score -1.032742e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 212714 members 
Entering Unmasked Estep 
Score: -10328106.000000 Penalty: 1119.246582
	Iteration 23Q: 3 clusters Score -1.032811e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 213949 members 
Entering Unmasked Estep 
Score: -10328595.000000 Penalty: 1119.246582
	Iteration 24Q: 3 clusters Score -1.03286e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 214861 members 
Entering Unmasked Estep 
Score: -10328872.000000 Penalty: 1119.246582
	Iteration 25Q: 3 clusters Score -1.032887e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 215561 members 
Entering Unmasked Estep 
Score: -10329052.000000 Penalty: 1119.246582
	Iteration 26Q: 3 clusters Score -1.032905e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 216089 members 
Entering Unmasked Estep 
Score: -10329081.000000 Penalty: 1119.246582
	Iteration 27Q: 3 clusters Score -1.032908e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 216476 members 
Entering Unmasked Estep 
Score: -10329128.000000 Penalty: 1119.246582
	Iteration 28Q: 3 clusters Score -1.032913e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 216775 members 
Entering Unmasked Estep 
Score: -10329177.000000 Penalty: 1119.246582
	Iteration 29Q: 3 clusters Score -1.032918e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 217016 members 
Entering Unmasked Estep 
Score: -10329232.000000 Penalty: 1119.246582
	Iteration 30Q: 3 clusters Score -1.032923e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 217232 members 
Entering Unmasked Estep 
Score: -10329237.000000 Penalty: 1119.246582
	Iteration 31Q: 3 clusters Score -1.032924e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 217390 members 
Entering Unmasked Estep 
Score: -10329251.000000 Penalty: 1119.246582
	Iteration 32Q: 3 clusters Score -1.032925e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 217519 members 
Entering Unmasked Estep 
Score: -10329261.000000 Penalty: 1119.246582
	Iteration 33Q: 3 clusters Score -1.032926e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 217634 members 
Entering Unmasked Estep 
Score: -10329225.000000 Penalty: 1119.246582
	Iteration 34Q: 3 clusters Score -1.032922e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 217726 members 
Entering Unmasked Estep 
Score: -10329210.000000 Penalty: 1119.246582
	Iteration 35Q: 3 clusters Score -1.032921e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 217807 members 
Entering Unmasked Estep 
Score: -10329200.000000 Penalty: 1119.246582
	Iteration 36Q: 3 clusters Score -1.03292e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 217871 members 
Entering Unmasked Estep 
Score: -10329206.000000 Penalty: 1119.246582
	Iteration 37Q: 3 clusters Score -1.032921e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 217929 members 
Entering Unmasked Estep 
Score: -10329209.000000 Penalty: 1119.246582
	Iteration 38Q: 3 clusters Score -1.032921e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 217998 members 
Entering Unmasked Estep 
Score: -10329213.000000 Penalty: 1119.246582
	Iteration 39Q: 3 clusters Score -1.032921e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 218064 members 
Entering Unmasked Estep 
Score: -10329211.000000 Penalty: 1119.246582
	Iteration 40F: 3 clusters Score -1.032921e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 218130 members 
Entering Unmasked Estep 
Score: -10329239.000000 Penalty: 1119.246582
	Iteration 41Q: 3 clusters Score -1.032924e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 218186 members 
Entering Unmasked Estep 
Score: -10329255.000000 Penalty: 1119.246582
	Iteration 42Q: 3 clusters Score -1.032926e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 218225 members 
Entering Unmasked Estep 
Score: -10329267.000000 Penalty: 1119.246582
	Iteration 43Q: 3 clusters Score -1.032927e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 218264 members 
Entering Unmasked Estep 
Score: -10329266.000000 Penalty: 1119.246582
	Iteration 44Q: 3 clusters Score -1.032927e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 218288 members 
Entering Unmasked Estep 
Score: -10329260.000000 Penalty: 1119.246582
	Iteration 45Q: 3 clusters Score -1.032926e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 218307 members 
Entering Unmasked Estep 
Score: -10329268.000000 Penalty: 1119.246582
	Iteration 46Q: 3 clusters Score -1.032927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 218321 members 
Entering Unmasked Estep 
Score: -10329264.000000 Penalty: 1119.246582
	Iteration 47Q: 3 clusters Score -1.032926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 218340 members 
Entering Unmasked Estep 
Score: -10329254.000000 Penalty: 1119.246582
	Iteration 48Q: 3 clusters Score -1.032925e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 218354 members 
Entering Unmasked Estep 
Score: -10329264.000000 Penalty: 1119.246582
	Iteration 49Q: 3 clusters Score -1.032926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 218370 members 
Entering Unmasked Estep 
Score: -10329260.000000 Penalty: 1119.246582
	Iteration 50Q: 3 clusters Score -1.032926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 218380 members 
Entering Unmasked Estep 
Score: -10329253.000000 Penalty: 1119.246582
	Iteration 51Q: 3 clusters Score -1.032925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 218386 members 
Entering Unmasked Estep 
Score: -10329252.000000 Penalty: 1119.246582
	Iteration 52Q: 3 clusters Score -1.032925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 218388 members 
Entering Unmasked Estep 
Score: -10329259.000000 Penalty: 1119.246582
	Iteration 53Q: 3 clusters Score -1.032926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 218396 members 
Entering Unmasked Estep 
Score: -10329260.000000 Penalty: 1119.246582
	Iteration 54Q: 3 clusters Score -1.032926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 218406 members 
Entering Unmasked Estep 
Score: -10329255.000000 Penalty: 1119.246582
	Iteration 55Q: 3 clusters Score -1.032926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 218417 members 
Entering Unmasked Estep 
Score: -10329264.000000 Penalty: 1119.246582
	Iteration 56Q: 3 clusters Score -1.032926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 218425 members 
Entering Unmasked Estep 
Score: -10329271.000000 Penalty: 1119.246582
	Iteration 57Q: 3 clusters Score -1.032927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 218429 members 
Entering Unmasked Estep 
Score: -10329270.000000 Penalty: 1119.246582
	Iteration 58Q: 3 clusters Score -1.032927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 218432 members 
Entering Unmasked Estep 
Score: -10329266.000000 Penalty: 1119.246582
	Iteration 59Q: 3 clusters Score -1.032927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 218436 members 
Entering Unmasked Estep 
Score: -10329279.000000 Penalty: 1119.246582
	Iteration 60F: 3 clusters Score -1.032928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 218439 members 
Entering Unmasked Estep 
Score: -10329280.000000 Penalty: 1119.246582
	Iteration 61Q: 3 clusters Score -1.032928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 218441 members 
Entering Unmasked Estep 
Score: -10329275.000000 Penalty: 1119.246582
	Iteration 62Q: 3 clusters Score -1.032928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 218440 members 
Entering Unmasked Estep 
Score: -10329277.000000 Penalty: 1119.246582
	Iteration 63Q: 3 clusters Score -1.032928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 218439 members 
Entering Unmasked Estep 
Score: -10329272.000000 Penalty: 1119.246582
	Iteration 64Q: 3 clusters Score -1.032927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 218437 members 
Entering Unmasked Estep 
Score: -10329270.000000 Penalty: 1119.246582
	Iteration 65Q: 3 clusters Score -1.032927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 218437 members 
Entering Unmasked Estep 
Score: -10329270.000000 Penalty: 1119.246582
	Iteration 66Q: 3 clusters Score -1.032927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 218436 members 
Entering Unmasked Estep 
Score: -10329267.000000 Penalty: 1119.246582
	Iteration 67Q: 3 clusters Score -1.032927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 218435 members 
Entering Unmasked Estep 
Score: -10329267.000000 Penalty: 1119.246582
	Iteration 68Q: 3 clusters Score -1.032927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 218433 members 
Entering Unmasked Estep 
Score: -10329263.000000 Penalty: 1119.246582
	Iteration 69Q: 3 clusters Score -1.032926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 218431 members 
Entering Unmasked Estep 
Score: -10329265.000000 Penalty: 1119.246582
	Iteration 70Q: 3 clusters Score -1.032926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 218431 members 
Entering Unmasked Estep 
Score: -10329268.000000 Penalty: 1119.246582
	Iteration 71Q: 3 clusters Score -1.032927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 218432 members 
Entering Unmasked Estep 
Score: -10329270.000000 Penalty: 1119.246582
	Iteration 72Q: 3 clusters Score -1.032927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 218433 members 
Entering Unmasked Estep 
Score: -10329272.000000 Penalty: 1119.246582
	Iteration 73Q: 3 clusters Score -1.032927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 218433 members 
Entering Unmasked Estep 
Score: -10329272.000000 Penalty: 1119.246582
	Iteration 74F: 3 clusters Score -1.032927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (147256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147256 members 
Entering Unmasked Estep 
Score: -7323980.500000 Penalty: 541.446716
	Iteration 0F: 2 clusters Score -7323980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -7232386.500000 Penalty: 1082.893433
	Iteration 0F: 3 clusters Score -7232386 nChanged 71991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 83433 members 
Entering Unmasked Estep 
Score: -7278984.500000 Penalty: 1082.893433
	Iteration 1F: 3 clusters Score -7278984 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -7286818.500000 Penalty: 1082.893433
	Iteration 2F: 3 clusters Score -7286818 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -7298915.000000 Penalty: 1082.893433
	Iteration 3F: 3 clusters Score -7298915 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -7312423.500000 Penalty: 1082.893433
	Iteration 4F: 3 clusters Score -7312424 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -7321090.500000 Penalty: 1082.893433
	Iteration 5F: 3 clusters Score -7321090 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -7323580.500000 Penalty: 1082.893433
	Iteration 6Q: 3 clusters Score -7323580 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -7324211.000000 Penalty: 1082.893433
	Iteration 7Q: 3 clusters Score -7324211 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -7324510.000000 Penalty: 1082.893433
	Iteration 8Q: 3 clusters Score -7324510 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 102692 members 
Entering Unmasked Estep 
Score: -7324572.500000 Penalty: 1082.893433
	Iteration 9Q: 3 clusters Score -7324572 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -7324415.000000 Penalty: 1082.893433
	Iteration 10Q: 3 clusters Score -7324415 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -7323849.500000 Penalty: 1082.893433
	Iteration 11Q: 3 clusters Score -7323850 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -7323824.500000 Penalty: 1082.893433
	Iteration 12Q: 3 clusters Score -7323824 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -7323808.500000 Penalty: 1082.893433
	Iteration 13Q: 3 clusters Score -7323808 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -7323749.000000 Penalty: 1082.893433
	Iteration 14Q: 3 clusters Score -7323749 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -7323733.500000 Penalty: 1082.893433
	Iteration 15Q: 3 clusters Score -7323734 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 90201 members 
Entering Unmasked Estep 
Score: -7323653.000000 Penalty: 1082.893433
	Iteration 16Q: 3 clusters Score -7323653 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -7323638.000000 Penalty: 1082.893433
	Iteration 17Q: 3 clusters Score -7323638 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 86046 members 
Entering Unmasked Estep 
Score: -7323663.000000 Penalty: 1082.893433
	Iteration 18Q: 3 clusters Score -7323663 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -7323714.500000 Penalty: 1082.893433
	Iteration 19Q: 3 clusters Score -7323714 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 81751 members 
Entering Unmasked Estep 
Score: -7323718.500000 Penalty: 1082.893433
	Iteration 20F: 3 clusters Score -7323718 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67714 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -7323812.500000 Penalty: 1082.893433
	Iteration 21Q: 3 clusters Score -7323812 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -7323827.500000 Penalty: 1082.893433
	Iteration 22Q: 3 clusters Score -7323828 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -7323987.000000 Penalty: 1082.893433
	Iteration 23Q: 3 clusters Score -7323987 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -7324071.500000 Penalty: 1082.893433
	Iteration 24Q: 3 clusters Score -7324072 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
Score: -7324247.000000 Penalty: 1082.893433
	Iteration 25Q: 3 clusters Score -7324247 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -7324477.500000 Penalty: 1082.893433
	Iteration 26Q: 3 clusters Score -7324478 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -7324649.000000 Penalty: 1082.893433
	Iteration 27Q: 3 clusters Score -7324649 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -7324799.000000 Penalty: 1082.893433
	Iteration 28Q: 3 clusters Score -7324799 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -7324970.500000 Penalty: 1082.893433
	Iteration 29Q: 3 clusters Score -7324970 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -7325195.500000 Penalty: 1082.893433
	Iteration 30Q: 3 clusters Score -7325196 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -7325373.500000 Penalty: 1082.893433
	Iteration 31Q: 3 clusters Score -7325374 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -7325557.500000 Penalty: 1082.893433
	Iteration 32Q: 3 clusters Score -7325558 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91909 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -7325723.500000 Penalty: 1082.893433
	Iteration 33Q: 3 clusters Score -7325724 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93314 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -7325823.500000 Penalty: 1082.893433
	Iteration 34Q: 3 clusters Score -7325824 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -7325891.000000 Penalty: 1082.893433
	Iteration 35Q: 3 clusters Score -7325891 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -7325996.500000 Penalty: 1082.893433
	Iteration 36Q: 3 clusters Score -7325996 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -7326056.000000 Penalty: 1082.893433
	Iteration 37Q: 3 clusters Score -7326056 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -7326118.000000 Penalty: 1082.893433
	Iteration 38Q: 3 clusters Score -7326118 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98096 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -7326200.500000 Penalty: 1082.893433
	Iteration 39Q: 3 clusters Score -7326200 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -7326234.500000 Penalty: 1082.893433
	Iteration 40F: 3 clusters Score -7326234 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -7326309.000000 Penalty: 1082.893433
	Iteration 41Q: 3 clusters Score -7326309 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100753 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -7326410.000000 Penalty: 1082.893433
	Iteration 42Q: 3 clusters Score -7326410 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -7326502.000000 Penalty: 1082.893433
	Iteration 43Q: 3 clusters Score -7326502 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -7326578.500000 Penalty: 1082.893433
	Iteration 44Q: 3 clusters Score -7326578 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103100 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -7326649.000000 Penalty: 1082.893433
	Iteration 45Q: 3 clusters Score -7326649 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103642 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -7326693.000000 Penalty: 1082.893433
	Iteration 46Q: 3 clusters Score -7326693 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104109 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -7326707.500000 Penalty: 1082.893433
	Iteration 47Q: 3 clusters Score -7326708 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -7326694.000000 Penalty: 1082.893433
	Iteration 48Q: 3 clusters Score -7326694 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104891 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -7326676.500000 Penalty: 1082.893433
	Iteration 49Q: 3 clusters Score -7326676 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -7326704.500000 Penalty: 1082.893433
	Iteration 50Q: 3 clusters Score -7326704 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105466 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7326734.500000 Penalty: 1082.893433
	Iteration 51Q: 3 clusters Score -7326734 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105686 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -7326729.500000 Penalty: 1082.893433
	Iteration 52Q: 3 clusters Score -7326730 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105904 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -7326707.000000 Penalty: 1082.893433
	Iteration 53Q: 3 clusters Score -7326707 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106088 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -7326723.000000 Penalty: 1082.893433
	Iteration 54Q: 3 clusters Score -7326723 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106239 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -7326702.500000 Penalty: 1082.893433
	Iteration 55Q: 3 clusters Score -7326702 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106377 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -7326698.500000 Penalty: 1082.893433
	Iteration 56Q: 3 clusters Score -7326698 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106500 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -7326720.500000 Penalty: 1082.893433
	Iteration 57Q: 3 clusters Score -7326720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -7326728.000000 Penalty: 1082.893433
	Iteration 58Q: 3 clusters Score -7326728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -7326746.000000 Penalty: 1082.893433
	Iteration 59Q: 3 clusters Score -7326746 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -7326772.500000 Penalty: 1082.893433
	Iteration 60F: 3 clusters Score -7326772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -7326786.500000 Penalty: 1082.893433
	Iteration 61Q: 3 clusters Score -7326786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -7326781.000000 Penalty: 1082.893433
	Iteration 62Q: 3 clusters Score -7326781 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107126 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -7326780.500000 Penalty: 1082.893433
	Iteration 63Q: 3 clusters Score -7326780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -7326784.500000 Penalty: 1082.893433
	Iteration 64Q: 3 clusters Score -7326784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107269 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -7326781.500000 Penalty: 1082.893433
	Iteration 65Q: 3 clusters Score -7326782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107314 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -7326786.500000 Penalty: 1082.893433
	Iteration 66Q: 3 clusters Score -7326786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107351 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -7326781.000000 Penalty: 1082.893433
	Iteration 67Q: 3 clusters Score -7326781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107381 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -7326785.500000 Penalty: 1082.893433
	Iteration 68Q: 3 clusters Score -7326786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -7326779.500000 Penalty: 1082.893433
	Iteration 69Q: 3 clusters Score -7326780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -7326774.500000 Penalty: 1082.893433
	Iteration 70Q: 3 clusters Score -7326774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -7326765.000000 Penalty: 1082.893433
	Iteration 71Q: 3 clusters Score -7326765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -7326765.000000 Penalty: 1082.893433
	Iteration 72Q: 3 clusters Score -7326765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107544 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -7326772.500000 Penalty: 1082.893433
	Iteration 73Q: 3 clusters Score -7326772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -7326791.000000 Penalty: 1082.893433
	Iteration 74Q: 3 clusters Score -7326791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107619 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -7326794.500000 Penalty: 1082.893433
	Iteration 75Q: 3 clusters Score -7326794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -7326794.000000 Penalty: 1082.893433
	Iteration 76Q: 3 clusters Score -7326794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107685 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -7326794.000000 Penalty: 1082.893433
	Iteration 77Q: 3 clusters Score -7326794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -7326802.000000 Penalty: 1082.893433
	Iteration 78Q: 3 clusters Score -7326802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -7326800.500000 Penalty: 1082.893433
	Iteration 79Q: 3 clusters Score -7326800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7326799.500000 Penalty: 1082.893433
	Iteration 80F: 3 clusters Score -7326800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107791 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -7326787.000000 Penalty: 1082.893433
	Iteration 81Q: 3 clusters Score -7326787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107808 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -7326794.000000 Penalty: 1082.893433
	Iteration 82Q: 3 clusters Score -7326794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107815 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7326795.000000 Penalty: 1082.893433
	Iteration 83Q: 3 clusters Score -7326795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107825 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -7326786.000000 Penalty: 1082.893433
	Iteration 84Q: 3 clusters Score -7326786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107834 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -7326787.000000 Penalty: 1082.893433
	Iteration 85Q: 3 clusters Score -7326787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -7326784.500000 Penalty: 1082.893433
	Iteration 86Q: 3 clusters Score -7326784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107858 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -7326779.000000 Penalty: 1082.893433
	Iteration 87Q: 3 clusters Score -7326779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107862 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -7326778.000000 Penalty: 1082.893433
	Iteration 88Q: 3 clusters Score -7326778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -7326778.500000 Penalty: 1082.893433
	Iteration 89Q: 3 clusters Score -7326778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -7326775.000000 Penalty: 1082.893433
	Iteration 90Q: 3 clusters Score -7326775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -7326778.000000 Penalty: 1082.893433
	Iteration 91Q: 3 clusters Score -7326778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -7326780.500000 Penalty: 1082.893433
	Iteration 92Q: 3 clusters Score -7326780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -7326780.500000 Penalty: 1082.893433
	Iteration 93F: 3 clusters Score -7326780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 107875 members 
Mstep: Class 9 contains 38407 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 239275 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 195772 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 11945 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 221023 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 39381 members 
Entering Unmasked Estep 
Score: -90542000.000000 Penalty: 24396.156250
Splitting cluster 8 changes total score from -90538448.000000 to -90542000.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 9 (38407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Entering Unmasked Estep 
Score: -1800592.125000 Penalty: 480.297760
	Iteration 0F: 2 clusters Score -1800592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1774750.000000 Penalty: 960.595520
	Iteration 0F: 3 clusters Score -1774750 nChanged 18515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1786372.750000 Penalty: 960.595520
	Iteration 1F: 3 clusters Score -1786373 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1788053.250000 Penalty: 960.595520
	Iteration 2F: 3 clusters Score -1788053 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1791163.750000 Penalty: 960.595520
	Iteration 3F: 3 clusters Score -1791164 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1795120.375000 Penalty: 960.595520
	Iteration 4F: 3 clusters Score -1795120 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1798171.000000 Penalty: 960.595520
	Iteration 5F: 3 clusters Score -1798171 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1799662.375000 Penalty: 960.595520
	Iteration 6Q: 3 clusters Score -1799662 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1800386.750000 Penalty: 960.595520
	Iteration 7Q: 3 clusters Score -1800387 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1800608.250000 Penalty: 960.595520
	Iteration 8Q: 3 clusters Score -1800608 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1800685.375000 Penalty: 960.595520
	Iteration 9Q: 3 clusters Score -1800685 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1800732.000000 Penalty: 960.595520
	Iteration 10Q: 3 clusters Score -1800732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1800774.750000 Penalty: 960.595520
	Iteration 11Q: 3 clusters Score -1800775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1800808.875000 Penalty: 960.595520
	Iteration 12Q: 3 clusters Score -1800809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1800823.250000 Penalty: 960.595520
	Iteration 13Q: 3 clusters Score -1800823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1800836.250000 Penalty: 960.595520
	Iteration 14Q: 3 clusters Score -1800836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1800841.750000 Penalty: 960.595520
	Iteration 15Q: 3 clusters Score -1800842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1800844.875000 Penalty: 960.595520
	Iteration 16Q: 3 clusters Score -1800845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1800845.875000 Penalty: 960.595520
	Iteration 17Q: 3 clusters Score -1800846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1800848.750000 Penalty: 960.595520
	Iteration 18Q: 3 clusters Score -1800849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1800847.750000 Penalty: 960.595520
	Iteration 19Q: 3 clusters Score -1800848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1800846.750000 Penalty: 960.595520
	Iteration 20F: 3 clusters Score -1800847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1800847.500000 Penalty: 960.595520
	Iteration 21Q: 3 clusters Score -1800848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1800848.875000 Penalty: 960.595520
	Iteration 22Q: 3 clusters Score -1800849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1800848.875000 Penalty: 960.595520
	Iteration 23F: 3 clusters Score -1800849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 107875 members 
Mstep: Class 9 contains 37188 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 239275 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 195772 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 11945 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 221023 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 39381 members 
Mstep: Class 38 contains 1219 members 
Entering Unmasked Estep 
Score: -90541664.000000 Penalty: 25055.511719
Splitting cluster 9 changes total score from -90538448.000000 to -90541664.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 10 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -60350.816406 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -60350.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -59376.289062 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -59376.29 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -59731.957031 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -59731.96 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -59815.070312 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -59815.07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -59890.621094 Penalty: 652.830200
	Iteration 3F: 3 clusters Score -59890.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -59940.542969 Penalty: 652.830200
	Iteration 4F: 3 clusters Score -59940.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -59971.843750 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -59971.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -59998.207031 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -59998.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60019.832031 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -60019.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60037.468750 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -60037.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60055.750000 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -60055.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -60066.890625 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -60066.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60076.988281 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -60076.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60089.011719 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -60089.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60096.257812 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -60096.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60100.214844 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -60100.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60105.015625 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -60105.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60108.652344 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -60108.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60109.519531 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -60109.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60110.027344 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -60110.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60110.542969 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -60110.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60113.320312 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -60113.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60117.968750 Penalty: 652.830200
	Iteration 21Q: 3 clusters Score -60117.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60119.902344 Penalty: 652.830200
	Iteration 22Q: 3 clusters Score -60119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60122.562500 Penalty: 652.830200
	Iteration 23Q: 3 clusters Score -60122.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60125.046875 Penalty: 652.830200
	Iteration 24Q: 3 clusters Score -60125.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60127.425781 Penalty: 652.830200
	Iteration 25Q: 3 clusters Score -60127.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60128.363281 Penalty: 652.830200
	Iteration 26Q: 3 clusters Score -60128.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60128.734375 Penalty: 652.830200
	Iteration 27Q: 3 clusters Score -60128.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60129.429688 Penalty: 652.830200
	Iteration 28Q: 3 clusters Score -60129.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60129.777344 Penalty: 652.830200
	Iteration 29Q: 3 clusters Score -60129.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60129.980469 Penalty: 652.830200
	Iteration 30Q: 3 clusters Score -60129.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60129.980469 Penalty: 652.830200
	Iteration 31F: 3 clusters Score -60129.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Entering Unmasked Estep 
Score: -348308.843750 Penalty: 405.603241
	Iteration 0F: 2 clusters Score -348308.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -343311.375000 Penalty: 811.206482
	Iteration 0F: 3 clusters Score -343311.4 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -345401.968750 Penalty: 811.206482
	Iteration 1F: 3 clusters Score -345402 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -345713.156250 Penalty: 811.206482
	Iteration 2F: 3 clusters Score -345713.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -346057.687500 Penalty: 811.206482
	Iteration 3F: 3 clusters Score -346057.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -346386.750000 Penalty: 811.206482
	Iteration 4F: 3 clusters Score -346386.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -346666.187500 Penalty: 811.206482
	Iteration 5F: 3 clusters Score -346666.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -346870.468750 Penalty: 811.206482
	Iteration 6Q: 3 clusters Score -346870.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -346982.937500 Penalty: 811.206482
	Iteration 7Q: 3 clusters Score -346982.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -347029.281250 Penalty: 811.206482
	Iteration 8Q: 3 clusters Score -347029.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -347054.468750 Penalty: 811.206482
	Iteration 9Q: 3 clusters Score -347054.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -347069.937500 Penalty: 811.206482
	Iteration 10Q: 3 clusters Score -347069.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -347079.843750 Penalty: 811.206482
	Iteration 11Q: 3 clusters Score -347079.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -347090.593750 Penalty: 811.206482
	Iteration 12Q: 3 clusters Score -347090.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -347100.062500 Penalty: 811.206482
	Iteration 13Q: 3 clusters Score -347100.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -347109.937500 Penalty: 811.206482
	Iteration 14Q: 3 clusters Score -347109.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -347121.875000 Penalty: 811.206482
	Iteration 15Q: 3 clusters Score -347121.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -347133.031250 Penalty: 811.206482
	Iteration 16Q: 3 clusters Score -347133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -347142.625000 Penalty: 811.206482
	Iteration 17Q: 3 clusters Score -347142.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -347152.375000 Penalty: 811.206482
	Iteration 18Q: 3 clusters Score -347152.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -347165.625000 Penalty: 811.206482
	Iteration 19Q: 3 clusters Score -347165.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -347181.375000 Penalty: 811.206482
	Iteration 20F: 3 clusters Score -347181.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -347197.531250 Penalty: 811.206482
	Iteration 21Q: 3 clusters Score -347197.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -347218.281250 Penalty: 811.206482
	Iteration 22Q: 3 clusters Score -347218.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -347239.187500 Penalty: 811.206482
	Iteration 23Q: 3 clusters Score -347239.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -347257.343750 Penalty: 811.206482
	Iteration 24Q: 3 clusters Score -347257.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -347279.125000 Penalty: 811.206482
	Iteration 25Q: 3 clusters Score -347279.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -347304.687500 Penalty: 811.206482
	Iteration 26Q: 3 clusters Score -347304.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -347334.750000 Penalty: 811.206482
	Iteration 27Q: 3 clusters Score -347334.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -347357.406250 Penalty: 811.206482
	Iteration 28Q: 3 clusters Score -347357.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -347385.093750 Penalty: 811.206482
	Iteration 29Q: 3 clusters Score -347385.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -347411.281250 Penalty: 811.206482
	Iteration 30Q: 3 clusters Score -347411.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -347436.281250 Penalty: 811.206482
	Iteration 31Q: 3 clusters Score -347436.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -347462.843750 Penalty: 811.206482
	Iteration 32Q: 3 clusters Score -347462.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -347488.156250 Penalty: 811.206482
	Iteration 33Q: 3 clusters Score -347488.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -347517.093750 Penalty: 811.206482
	Iteration 34Q: 3 clusters Score -347517.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -347545.906250 Penalty: 811.206482
	Iteration 35Q: 3 clusters Score -347545.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -347570.218750 Penalty: 811.206482
	Iteration 36Q: 3 clusters Score -347570.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -347601.593750 Penalty: 811.206482
	Iteration 37Q: 3 clusters Score -347601.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -347640.000000 Penalty: 811.206482
	Iteration 38Q: 3 clusters Score -347640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -347691.656250 Penalty: 811.206482
	Iteration 39Q: 3 clusters Score -347691.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -347734.406250 Penalty: 811.206482
	Iteration 40F: 3 clusters Score -347734.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -347771.406250 Penalty: 811.206482
	Iteration 41Q: 3 clusters Score -347771.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -347796.875000 Penalty: 811.206482
	Iteration 42Q: 3 clusters Score -347796.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -347821.781250 Penalty: 811.206482
	Iteration 43Q: 3 clusters Score -347821.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -347855.437500 Penalty: 811.206482
	Iteration 44Q: 3 clusters Score -347855.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -347883.968750 Penalty: 811.206482
	Iteration 45Q: 3 clusters Score -347884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -347904.031250 Penalty: 811.206482
	Iteration 46Q: 3 clusters Score -347904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -347928.968750 Penalty: 811.206482
	Iteration 47Q: 3 clusters Score -347929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -347947.718750 Penalty: 811.206482
	Iteration 48Q: 3 clusters Score -347947.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -347962.906250 Penalty: 811.206482
	Iteration 49Q: 3 clusters Score -347962.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -347969.843750 Penalty: 811.206482
	Iteration 50Q: 3 clusters Score -347969.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -347976.656250 Penalty: 811.206482
	Iteration 51Q: 3 clusters Score -347976.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -347980.687500 Penalty: 811.206482
	Iteration 52Q: 3 clusters Score -347980.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -347982.000000 Penalty: 811.206482
	Iteration 53Q: 3 clusters Score -347982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -347982.687500 Penalty: 811.206482
	Iteration 54Q: 3 clusters Score -347982.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -347983.375000 Penalty: 811.206482
	Iteration 55Q: 3 clusters Score -347983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -347983.968750 Penalty: 811.206482
	Iteration 56Q: 3 clusters Score -347984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -347984.312500 Penalty: 811.206482
	Iteration 57Q: 3 clusters Score -347984.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -347983.968750 Penalty: 811.206482
	Iteration 58Q: 3 clusters Score -347984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -347983.968750 Penalty: 811.206482
	Iteration 59F: 3 clusters Score -347984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Entering Unmasked Estep 
Score: -2820120.500000 Penalty: 501.756775
	Iteration 0F: 2 clusters Score -2820120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -2778724.250000 Penalty: 1003.513550
	Iteration 0F: 3 clusters Score -2778724 nChanged 29824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -2797343.250000 Penalty: 1003.513550
	Iteration 1F: 3 clusters Score -2797343 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -2799655.750000 Penalty: 1003.513550
	Iteration 2F: 3 clusters Score -2799656 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -2803494.250000 Penalty: 1003.513550
	Iteration 3F: 3 clusters Score -2803494 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -2808633.000000 Penalty: 1003.513550
	Iteration 4F: 3 clusters Score -2808633 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -2813638.000000 Penalty: 1003.513550
	Iteration 5F: 3 clusters Score -2813638 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -2816719.000000 Penalty: 1003.513550
	Iteration 6Q: 3 clusters Score -2816719 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -2818100.000000 Penalty: 1003.513550
	Iteration 7Q: 3 clusters Score -2818100 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -2818694.500000 Penalty: 1003.513550
	Iteration 8Q: 3 clusters Score -2818694 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -2819026.250000 Penalty: 1003.513550
	Iteration 9Q: 3 clusters Score -2819026 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -2819256.750000 Penalty: 1003.513550
	Iteration 10Q: 3 clusters Score -2819257 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -2819405.000000 Penalty: 1003.513550
	Iteration 11Q: 3 clusters Score -2819405 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -2819488.250000 Penalty: 1003.513550
	Iteration 12Q: 3 clusters Score -2819488 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -2819548.750000 Penalty: 1003.513550
	Iteration 13Q: 3 clusters Score -2819549 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -2819600.000000 Penalty: 1003.513550
	Iteration 14Q: 3 clusters Score -2819600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -2819638.750000 Penalty: 1003.513550
	Iteration 15Q: 3 clusters Score -2819639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -2819680.250000 Penalty: 1003.513550
	Iteration 16Q: 3 clusters Score -2819680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -2819718.500000 Penalty: 1003.513550
	Iteration 17Q: 3 clusters Score -2819718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -2819746.500000 Penalty: 1003.513550
	Iteration 18Q: 3 clusters Score -2819746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -2819762.000000 Penalty: 1003.513550
	Iteration 19Q: 3 clusters Score -2819762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -2819764.500000 Penalty: 1003.513550
	Iteration 20F: 3 clusters Score -2819764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -2819775.000000 Penalty: 1003.513550
	Iteration 21Q: 3 clusters Score -2819775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -2819787.000000 Penalty: 1003.513550
	Iteration 22Q: 3 clusters Score -2819787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -2819795.000000 Penalty: 1003.513550
	Iteration 23Q: 3 clusters Score -2819795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -2819798.750000 Penalty: 1003.513550
	Iteration 24Q: 3 clusters Score -2819799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -2819805.500000 Penalty: 1003.513550
	Iteration 25Q: 3 clusters Score -2819806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -2819811.000000 Penalty: 1003.513550
	Iteration 26Q: 3 clusters Score -2819811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -2819810.750000 Penalty: 1003.513550
	Iteration 27Q: 3 clusters Score -2819811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -2819812.000000 Penalty: 1003.513550
	Iteration 28Q: 3 clusters Score -2819812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -2819812.000000 Penalty: 1003.513550
	Iteration 29F: 3 clusters Score -2819812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -27060.601562 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -27060.6 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 249 members 
Entering Unmasked Estep 
Score: -26545.542969 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -26545.54 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26663.693359 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -26663.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26695.074219 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -26695.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26712.777344 Penalty: 575.353394
	Iteration 3Q: 3 clusters Score -26712.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26728.164062 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -26728.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26736.332031 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -26736.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26742.357422 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -26742.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26750.400391 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -26750.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26756.679688 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -26756.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26760.816406 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -26760.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26766.726562 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -26766.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26772.550781 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -26772.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26775.917969 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -26775.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26779.412109 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -26779.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26786.291016 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -26786.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26790.728516 Penalty: 575.353394
	Iteration 15Q: 3 clusters Score -26790.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26791.238281 Penalty: 575.353394
	Iteration 16Q: 3 clusters Score -26791.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26791.238281 Penalty: 575.353394
	Iteration 17F: 3 clusters Score -26791.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Entering Unmasked Estep 
Score: -550830.812500 Penalty: 425.780457
	Iteration 0F: 2 clusters Score -550830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -543157.125000 Penalty: 851.560913
	Iteration 0F: 3 clusters Score -543157.1 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -546515.750000 Penalty: 851.560913
	Iteration 1F: 3 clusters Score -546515.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -546929.062500 Penalty: 851.560913
	Iteration 2F: 3 clusters Score -546929.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -547402.250000 Penalty: 851.560913
	Iteration 3F: 3 clusters Score -547402.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -547896.062500 Penalty: 851.560913
	Iteration 4F: 3 clusters Score -547896.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -548338.937500 Penalty: 851.560913
	Iteration 5F: 3 clusters Score -548338.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -548715.437500 Penalty: 851.560913
	Iteration 6F: 3 clusters Score -548715.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -548900.625000 Penalty: 851.560913
	Iteration 7Q: 3 clusters Score -548900.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -548971.500000 Penalty: 851.560913
	Iteration 8Q: 3 clusters Score -548971.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -549014.437500 Penalty: 851.560913
	Iteration 9Q: 3 clusters Score -549014.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -549051.812500 Penalty: 851.560913
	Iteration 10Q: 3 clusters Score -549051.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -549084.375000 Penalty: 851.560913
	Iteration 11Q: 3 clusters Score -549084.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -549122.625000 Penalty: 851.560913
	Iteration 12Q: 3 clusters Score -549122.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -549157.312500 Penalty: 851.560913
	Iteration 13Q: 3 clusters Score -549157.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -549189.625000 Penalty: 851.560913
	Iteration 14Q: 3 clusters Score -549189.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -549233.125000 Penalty: 851.560913
	Iteration 15Q: 3 clusters Score -549233.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -549282.375000 Penalty: 851.560913
	Iteration 16Q: 3 clusters Score -549282.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -549347.250000 Penalty: 851.560913
	Iteration 17Q: 3 clusters Score -549347.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -549422.937500 Penalty: 851.560913
	Iteration 18Q: 3 clusters Score -549422.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -549496.812500 Penalty: 851.560913
	Iteration 19Q: 3 clusters Score -549496.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -549578.875000 Penalty: 851.560913
	Iteration 20F: 3 clusters Score -549578.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -549670.437500 Penalty: 851.560913
	Iteration 21Q: 3 clusters Score -549670.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -549765.500000 Penalty: 851.560913
	Iteration 22Q: 3 clusters Score -549765.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -549855.562500 Penalty: 851.560913
	Iteration 23Q: 3 clusters Score -549855.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -549937.625000 Penalty: 851.560913
	Iteration 24Q: 3 clusters Score -549937.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -550013.500000 Penalty: 851.560913
	Iteration 25Q: 3 clusters Score -550013.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -550074.062500 Penalty: 851.560913
	Iteration 26Q: 3 clusters Score -550074.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -550121.000000 Penalty: 851.560913
	Iteration 27Q: 3 clusters Score -550121 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -550167.562500 Penalty: 851.560913
	Iteration 28Q: 3 clusters Score -550167.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -550220.250000 Penalty: 851.560913
	Iteration 29Q: 3 clusters Score -550220.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -550273.812500 Penalty: 851.560913
	Iteration 30Q: 3 clusters Score -550273.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -550316.750000 Penalty: 851.560913
	Iteration 31Q: 3 clusters Score -550316.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -550343.500000 Penalty: 851.560913
	Iteration 32Q: 3 clusters Score -550343.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -550365.312500 Penalty: 851.560913
	Iteration 33Q: 3 clusters Score -550365.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -550387.687500 Penalty: 851.560913
	Iteration 34Q: 3 clusters Score -550387.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -550409.500000 Penalty: 851.560913
	Iteration 35Q: 3 clusters Score -550409.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -550425.062500 Penalty: 851.560913
	Iteration 36Q: 3 clusters Score -550425.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -550441.250000 Penalty: 851.560913
	Iteration 37Q: 3 clusters Score -550441.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -550454.250000 Penalty: 851.560913
	Iteration 38Q: 3 clusters Score -550454.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -550461.187500 Penalty: 851.560913
	Iteration 39Q: 3 clusters Score -550461.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -550467.875000 Penalty: 851.560913
	Iteration 40F: 3 clusters Score -550467.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -550471.375000 Penalty: 851.560913
	Iteration 41Q: 3 clusters Score -550471.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -550476.375000 Penalty: 851.560913
	Iteration 42Q: 3 clusters Score -550476.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -550484.562500 Penalty: 851.560913
	Iteration 43Q: 3 clusters Score -550484.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -550490.000000 Penalty: 851.560913
	Iteration 44Q: 3 clusters Score -550490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -550494.187500 Penalty: 851.560913
	Iteration 45Q: 3 clusters Score -550494.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -550499.687500 Penalty: 851.560913
	Iteration 46Q: 3 clusters Score -550499.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -550502.812500 Penalty: 851.560913
	Iteration 47Q: 3 clusters Score -550502.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -550507.500000 Penalty: 851.560913
	Iteration 48Q: 3 clusters Score -550507.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -550510.812500 Penalty: 851.560913
	Iteration 49Q: 3 clusters Score -550510.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -550514.625000 Penalty: 851.560913
	Iteration 50Q: 3 clusters Score -550514.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -550516.250000 Penalty: 851.560913
	Iteration 51Q: 3 clusters Score -550516.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -550519.562500 Penalty: 851.560913
	Iteration 52Q: 3 clusters Score -550519.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -550522.312500 Penalty: 851.560913
	Iteration 53Q: 3 clusters Score -550522.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -550524.000000 Penalty: 851.560913
	Iteration 54Q: 3 clusters Score -550524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -550525.125000 Penalty: 851.560913
	Iteration 55Q: 3 clusters Score -550525.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -550527.000000 Penalty: 851.560913
	Iteration 56Q: 3 clusters Score -550527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -550530.000000 Penalty: 851.560913
	Iteration 57Q: 3 clusters Score -550530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -550532.500000 Penalty: 851.560913
	Iteration 58Q: 3 clusters Score -550532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -550534.375000 Penalty: 851.560913
	Iteration 59Q: 3 clusters Score -550534.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -550537.250000 Penalty: 851.560913
	Iteration 60F: 3 clusters Score -550537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -550539.625000 Penalty: 851.560913
	Iteration 61Q: 3 clusters Score -550539.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -550548.437500 Penalty: 851.560913
	Iteration 62Q: 3 clusters Score -550548.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -550552.125000 Penalty: 851.560913
	Iteration 63Q: 3 clusters Score -550552.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -550557.937500 Penalty: 851.560913
	Iteration 64Q: 3 clusters Score -550557.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -550566.750000 Penalty: 851.560913
	Iteration 65Q: 3 clusters Score -550566.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -550575.562500 Penalty: 851.560913
	Iteration 66Q: 3 clusters Score -550575.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -550576.687500 Penalty: 851.560913
	Iteration 67Q: 3 clusters Score -550576.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -550579.125000 Penalty: 851.560913
	Iteration 68Q: 3 clusters Score -550579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -550580.500000 Penalty: 851.560913
	Iteration 69Q: 3 clusters Score -550580.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -550582.500000 Penalty: 851.560913
	Iteration 70Q: 3 clusters Score -550582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -550582.937500 Penalty: 851.560913
	Iteration 71Q: 3 clusters Score -550582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -550583.375000 Penalty: 851.560913
	Iteration 72Q: 3 clusters Score -550583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -550584.375000 Penalty: 851.560913
	Iteration 73Q: 3 clusters Score -550584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -550584.250000 Penalty: 851.560913
	Iteration 74Q: 3 clusters Score -550584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -550584.437500 Penalty: 851.560913
	Iteration 75Q: 3 clusters Score -550584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -550584.750000 Penalty: 851.560913
	Iteration 76Q: 3 clusters Score -550584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -550583.937500 Penalty: 851.560913
	Iteration 77Q: 3 clusters Score -550583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -550583.812500 Penalty: 851.560913
	Iteration 78Q: 3 clusters Score -550583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -550584.000000 Penalty: 851.560913
	Iteration 79Q: 3 clusters Score -550584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -550584.937500 Penalty: 851.560913
	Iteration 80F: 3 clusters Score -550584.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -550588.750000 Penalty: 851.560913
	Iteration 81Q: 3 clusters Score -550588.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -550589.625000 Penalty: 851.560913
	Iteration 82Q: 3 clusters Score -550589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -550589.500000 Penalty: 851.560913
	Iteration 83Q: 3 clusters Score -550589.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -550591.750000 Penalty: 851.560913
	Iteration 84Q: 3 clusters Score -550591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -550592.875000 Penalty: 851.560913
	Iteration 85Q: 3 clusters Score -550592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -550594.437500 Penalty: 851.560913
	Iteration 86Q: 3 clusters Score -550594.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -550596.750000 Penalty: 851.560913
	Iteration 87Q: 3 clusters Score -550596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -550596.687500 Penalty: 851.560913
	Iteration 88Q: 3 clusters Score -550596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -550597.250000 Penalty: 851.560913
	Iteration 89Q: 3 clusters Score -550597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -550598.062500 Penalty: 851.560913
	Iteration 90Q: 3 clusters Score -550598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -550598.250000 Penalty: 851.560913
	Iteration 91Q: 3 clusters Score -550598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -550597.937500 Penalty: 851.560913
	Iteration 92Q: 3 clusters Score -550597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -550599.500000 Penalty: 851.560913
	Iteration 93Q: 3 clusters Score -550599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -550600.625000 Penalty: 851.560913
	Iteration 94Q: 3 clusters Score -550600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -550601.187500 Penalty: 851.560913
	Iteration 95Q: 3 clusters Score -550601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -550600.562500 Penalty: 851.560913
	Iteration 96Q: 3 clusters Score -550600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -550600.750000 Penalty: 851.560913
	Iteration 97Q: 3 clusters Score -550600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -550600.437500 Penalty: 851.560913
	Iteration 98Q: 3 clusters Score -550600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -550600.437500 Penalty: 851.560913
	Iteration 99F: 3 clusters Score -550600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (239275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239275 members 
Entering Unmasked Estep 
Score: -11625984.000000 Penalty: 563.534241
	Iteration 0F: 2 clusters Score -1.162598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119689 members 
Mstep: Class 2 contains 119586 members 
Entering Unmasked Estep 
Score: -11489225.000000 Penalty: 1127.068481
	Iteration 0F: 3 clusters Score -1.148922e+07 nChanged 118268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119817 members 
Mstep: Class 2 contains 119458 members 
Entering Unmasked Estep 
Score: -11562012.000000 Penalty: 1127.068481
	Iteration 1F: 3 clusters Score -1.156201e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 122298 members 
Entering Unmasked Estep 
Score: -11565068.000000 Penalty: 1127.068481
	Iteration 2Q: 3 clusters Score -1.156507e+07 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112584 members 
Mstep: Class 2 contains 126691 members 
Entering Unmasked Estep 
Score: -11569392.000000 Penalty: 1127.068481
	Iteration 3Q: 3 clusters Score -1.156939e+07 nChanged 13216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106828 members 
Mstep: Class 2 contains 132447 members 
Entering Unmasked Estep 
Score: -11576200.000000 Penalty: 1127.068481
	Iteration 4F: 3 clusters Score -1.15762e+07 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 139318 members 
Entering Unmasked Estep 
Score: -11585452.000000 Penalty: 1127.068481
	Iteration 5F: 3 clusters Score -1.158545e+07 nChanged 16230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92549 members 
Mstep: Class 2 contains 146726 members 
Entering Unmasked Estep 
Score: -11597683.000000 Penalty: 1127.068481
	Iteration 6F: 3 clusters Score -1.159768e+07 nChanged 16554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 154288 members 
Entering Unmasked Estep 
Score: -11611713.000000 Penalty: 1127.068481
	Iteration 7F: 3 clusters Score -1.161171e+07 nChanged 14251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Mstep: Class 2 contains 160931 members 
Entering Unmasked Estep 
Score: -11622778.000000 Penalty: 1127.068481
	Iteration 8F: 3 clusters Score -1.162278e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 166527 members 
Entering Unmasked Estep 
Score: -11628473.000000 Penalty: 1127.068481
	Iteration 9Q: 3 clusters Score -1.162847e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 171783 members 
Entering Unmasked Estep 
Score: -11631937.000000 Penalty: 1127.068481
	Iteration 10Q: 3 clusters Score -1.163194e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 176868 members 
Entering Unmasked Estep 
Score: -11634679.000000 Penalty: 1127.068481
	Iteration 11Q: 3 clusters Score -1.163468e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 181776 members 
Entering Unmasked Estep 
Score: -11637128.000000 Penalty: 1127.068481
	Iteration 12Q: 3 clusters Score -1.163713e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 186262 members 
Entering Unmasked Estep 
Score: -11638993.000000 Penalty: 1127.068481
	Iteration 13Q: 3 clusters Score -1.163899e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 190337 members 
Entering Unmasked Estep 
Score: -11640243.000000 Penalty: 1127.068481
	Iteration 14Q: 3 clusters Score -1.164024e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 194086 members 
Entering Unmasked Estep 
Score: -11641309.000000 Penalty: 1127.068481
	Iteration 15Q: 3 clusters Score -1.164131e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 197508 members 
Entering Unmasked Estep 
Score: -11642202.000000 Penalty: 1127.068481
	Iteration 16Q: 3 clusters Score -1.16422e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 200653 members 
Entering Unmasked Estep 
Score: -11642741.000000 Penalty: 1127.068481
	Iteration 17Q: 3 clusters Score -1.164274e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 203558 members 
Entering Unmasked Estep 
Score: -11642690.000000 Penalty: 1127.068481
	Iteration 18Q: 3 clusters Score -1.164269e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 206593 members 
Entering Unmasked Estep 
Score: -11642165.000000 Penalty: 1127.068481
	Iteration 19Q: 3 clusters Score -1.164216e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 209675 members 
Entering Unmasked Estep 
Score: -11641398.000000 Penalty: 1127.068481
	Iteration 20F: 3 clusters Score -1.16414e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 212710 members 
Entering Unmasked Estep 
Score: -11640369.000000 Penalty: 1127.068481
	Iteration 21Q: 3 clusters Score -1.164037e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 215640 members 
Entering Unmasked Estep 
Score: -11639183.000000 Penalty: 1127.068481
	Iteration 22Q: 3 clusters Score -1.163918e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 218404 members 
Entering Unmasked Estep 
Score: -11637729.000000 Penalty: 1127.068481
	Iteration 23Q: 3 clusters Score -1.163773e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 220975 members 
Entering Unmasked Estep 
Score: -11636495.000000 Penalty: 1127.068481
	Iteration 24Q: 3 clusters Score -1.16365e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 223274 members 
Entering Unmasked Estep 
Score: -11635151.000000 Penalty: 1127.068481
	Iteration 25Q: 3 clusters Score -1.163515e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 225275 members 
Entering Unmasked Estep 
Score: -11633967.000000 Penalty: 1127.068481
	Iteration 26Q: 3 clusters Score -1.163397e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 226980 members 
Entering Unmasked Estep 
Score: -11633041.000000 Penalty: 1127.068481
	Iteration 27Q: 3 clusters Score -1.163304e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 228431 members 
Entering Unmasked Estep 
Score: -11632161.000000 Penalty: 1127.068481
	Iteration 28Q: 3 clusters Score -1.163216e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 229667 members 
Entering Unmasked Estep 
Score: -11631469.000000 Penalty: 1127.068481
	Iteration 29Q: 3 clusters Score -1.163147e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 230797 members 
Entering Unmasked Estep 
Score: -11630753.000000 Penalty: 1127.068481
	Iteration 30Q: 3 clusters Score -1.163075e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 231765 members 
Entering Unmasked Estep 
Score: -11630249.000000 Penalty: 1127.068481
	Iteration 31Q: 3 clusters Score -1.163025e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 232547 members 
Entering Unmasked Estep 
Score: -11629771.000000 Penalty: 1127.068481
	Iteration 32Q: 3 clusters Score -1.162977e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 233181 members 
Entering Unmasked Estep 
Score: -11629361.000000 Penalty: 1127.068481
	Iteration 33Q: 3 clusters Score -1.162936e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 233763 members 
Entering Unmasked Estep 
Score: -11629115.000000 Penalty: 1127.068481
	Iteration 34Q: 3 clusters Score -1.162912e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 234259 members 
Entering Unmasked Estep 
Score: -11628858.000000 Penalty: 1127.068481
	Iteration 35Q: 3 clusters Score -1.162886e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 234711 members 
Entering Unmasked Estep 
Score: -11628613.000000 Penalty: 1127.068481
	Iteration 36Q: 3 clusters Score -1.162861e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 235105 members 
Entering Unmasked Estep 
Score: -11628374.000000 Penalty: 1127.068481
	Iteration 37Q: 3 clusters Score -1.162837e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 235442 members 
Entering Unmasked Estep 
Score: -11628140.000000 Penalty: 1127.068481
	Iteration 38Q: 3 clusters Score -1.162814e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 235749 members 
Entering Unmasked Estep 
Score: -11628010.000000 Penalty: 1127.068481
	Iteration 39Q: 3 clusters Score -1.162801e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 236050 members 
Entering Unmasked Estep 
Score: -11627873.000000 Penalty: 1127.068481
	Iteration 40F: 3 clusters Score -1.162787e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 236303 members 
Entering Unmasked Estep 
Score: -11627702.000000 Penalty: 1127.068481
	Iteration 41Q: 3 clusters Score -1.16277e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 236543 members 
Entering Unmasked Estep 
Score: -11627542.000000 Penalty: 1127.068481
	Iteration 42Q: 3 clusters Score -1.162754e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 236768 members 
Entering Unmasked Estep 
Score: -11627462.000000 Penalty: 1127.068481
	Iteration 43Q: 3 clusters Score -1.162746e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 236944 members 
Entering Unmasked Estep 
Score: -11627376.000000 Penalty: 1127.068481
	Iteration 44Q: 3 clusters Score -1.162738e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 237114 members 
Entering Unmasked Estep 
Score: -11627266.000000 Penalty: 1127.068481
	Iteration 45Q: 3 clusters Score -1.162727e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 237272 members 
Entering Unmasked Estep 
Score: -11627180.000000 Penalty: 1127.068481
	Iteration 46Q: 3 clusters Score -1.162718e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 237413 members 
Entering Unmasked Estep 
Score: -11627125.000000 Penalty: 1127.068481
	Iteration 47Q: 3 clusters Score -1.162712e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 237536 members 
Entering Unmasked Estep 
Score: -11627000.000000 Penalty: 1127.068481
	Iteration 48Q: 3 clusters Score -1.1627e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 237653 members 
Entering Unmasked Estep 
Score: -11626930.000000 Penalty: 1127.068481
	Iteration 49Q: 3 clusters Score -1.162693e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 237756 members 
Entering Unmasked Estep 
Score: -11626888.000000 Penalty: 1127.068481
	Iteration 50Q: 3 clusters Score -1.162689e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 237830 members 
Entering Unmasked Estep 
Score: -11626825.000000 Penalty: 1127.068481
	Iteration 51Q: 3 clusters Score -1.162682e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 237891 members 
Entering Unmasked Estep 
Score: -11626796.000000 Penalty: 1127.068481
	Iteration 52Q: 3 clusters Score -1.16268e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 237932 members 
Entering Unmasked Estep 
Score: -11626755.000000 Penalty: 1127.068481
	Iteration 53Q: 3 clusters Score -1.162676e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 237976 members 
Entering Unmasked Estep 
Score: -11626739.000000 Penalty: 1127.068481
	Iteration 54Q: 3 clusters Score -1.162674e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 238020 members 
Entering Unmasked Estep 
Score: -11626712.000000 Penalty: 1127.068481
	Iteration 55Q: 3 clusters Score -1.162671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 238058 members 
Entering Unmasked Estep 
Score: -11626695.000000 Penalty: 1127.068481
	Iteration 56Q: 3 clusters Score -1.16267e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 238099 members 
Entering Unmasked Estep 
Score: -11626650.000000 Penalty: 1127.068481
	Iteration 57Q: 3 clusters Score -1.162665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 238124 members 
Entering Unmasked Estep 
Score: -11626649.000000 Penalty: 1127.068481
	Iteration 58Q: 3 clusters Score -1.162665e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 238155 members 
Entering Unmasked Estep 
Score: -11626630.000000 Penalty: 1127.068481
	Iteration 59Q: 3 clusters Score -1.162663e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 238191 members 
Entering Unmasked Estep 
Score: -11626595.000000 Penalty: 1127.068481
	Iteration 60F: 3 clusters Score -1.16266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 238218 members 
Entering Unmasked Estep 
Score: -11626589.000000 Penalty: 1127.068481
	Iteration 61Q: 3 clusters Score -1.162659e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 238242 members 
Entering Unmasked Estep 
Score: -11626553.000000 Penalty: 1127.068481
	Iteration 62Q: 3 clusters Score -1.162655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 238255 members 
Entering Unmasked Estep 
Score: -11626559.000000 Penalty: 1127.068481
	Iteration 63Q: 3 clusters Score -1.162656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 238265 members 
Entering Unmasked Estep 
Score: -11626548.000000 Penalty: 1127.068481
	Iteration 64Q: 3 clusters Score -1.162655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 238274 members 
Entering Unmasked Estep 
Score: -11626547.000000 Penalty: 1127.068481
	Iteration 65Q: 3 clusters Score -1.162655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 238285 members 
Entering Unmasked Estep 
Score: -11626541.000000 Penalty: 1127.068481
	Iteration 66Q: 3 clusters Score -1.162654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 238289 members 
Entering Unmasked Estep 
Score: -11626541.000000 Penalty: 1127.068481
	Iteration 67Q: 3 clusters Score -1.162654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 238294 members 
Entering Unmasked Estep 
Score: -11626524.000000 Penalty: 1127.068481
	Iteration 68Q: 3 clusters Score -1.162652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 238294 members 
Entering Unmasked Estep 
Score: -11626524.000000 Penalty: 1127.068481
	Iteration 69F: 3 clusters Score -1.162652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 107875 members 
Mstep: Class 9 contains 37188 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 195772 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 11945 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 221023 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 39381 members 
Mstep: Class 38 contains 1219 members 
Mstep: Class 39 contains 238294 members 
Entering Unmasked Estep 
Score: -90541976.000000 Penalty: 25714.867188
Splitting cluster 15 changes total score from -90538448.000000 to -90541976.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 16 (99248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99248 members 
Entering Unmasked Estep 
Score: -5090599.000000 Penalty: 523.494629
	Iteration 0F: 2 clusters Score -5090599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -5024654.500000 Penalty: 1046.989258
	Iteration 0F: 3 clusters Score -5024654 nChanged 48759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -5054902.500000 Penalty: 1046.989258
	Iteration 1F: 3 clusters Score -5054902 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -5057068.000000 Penalty: 1046.989258
	Iteration 2Q: 3 clusters Score -5057068 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64341 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -5060782.000000 Penalty: 1046.989258
	Iteration 3F: 3 clusters Score -5060782 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -5066616.500000 Penalty: 1046.989258
	Iteration 4F: 3 clusters Score -5066616 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -5073779.000000 Penalty: 1046.989258
	Iteration 5F: 3 clusters Score -5073779 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -5080390.500000 Penalty: 1046.989258
	Iteration 6F: 3 clusters Score -5080390 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5084280.000000 Penalty: 1046.989258
	Iteration 7Q: 3 clusters Score -5084280 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -5085762.500000 Penalty: 1046.989258
	Iteration 8Q: 3 clusters Score -5085762 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5086404.500000 Penalty: 1046.989258
	Iteration 9Q: 3 clusters Score -5086404 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -5086853.500000 Penalty: 1046.989258
	Iteration 10Q: 3 clusters Score -5086854 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -5087220.000000 Penalty: 1046.989258
	Iteration 11Q: 3 clusters Score -5087220 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85951 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -5087568.000000 Penalty: 1046.989258
	Iteration 12Q: 3 clusters Score -5087568 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86421 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -5087854.500000 Penalty: 1046.989258
	Iteration 13Q: 3 clusters Score -5087854 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -5088110.500000 Penalty: 1046.989258
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5088338 nChanged 598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87662 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5088568 nChanged 570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5088772 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5088956 nChanged 465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5089075 nChanged 438
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5089178 nChanged 351
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Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5089292 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5089358 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5089428 nChanged 285
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Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5089496 nChanged 254
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Mstep: Class 1 contains 89964 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5089546 nChanged 249
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Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5089603 nChanged 205
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Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5089639 nChanged 187
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Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5089688 nChanged 178
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Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5089724 nChanged 172
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Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5089750 nChanged 154
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Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5089786 nChanged 134
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Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5089814 nChanged 155
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Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5089842 nChanged 158
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Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5089876 nChanged 149
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Mstep: Class 1 contains 91457 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5089916 nChanged 161
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Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5089934 nChanged 149
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Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5089954 nChanged 177
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Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5089989 nChanged 158
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Mstep: Class 1 contains 92074 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5090038 nChanged 141
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Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5090065 nChanged 125
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Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5090102 nChanged 132
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Mstep: Class 1 contains 92464 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5090112 nChanged 127
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Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5090134 nChanged 119
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Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 6435 members 
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Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 6343 members 
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	Iteration 46Q: 3 clusters Score -5090176 nChanged 82
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Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5090190 nChanged 94
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Mstep: Class 1 contains 93081 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5090214 nChanged 96
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Mstep: Class 1 contains 93177 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5090234 nChanged 100
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Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5090244 nChanged 91
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Mstep: Class 1 contains 93366 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5090258 nChanged 97
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Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5090264 nChanged 96
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Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5090298 nChanged 93
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Mstep: Class 1 contains 93652 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5090304 nChanged 100
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Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5090320 nChanged 86
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Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5090350 nChanged 83
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Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5090366 nChanged 76
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Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5090361 nChanged 81
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Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5090364 nChanged 63
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Mstep: Class 1 contains 94135 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5090396 nChanged 47
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Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5090410 nChanged 51
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Mstep: Class 1 contains 94227 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5090418 nChanged 43
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Mstep: Class 1 contains 94270 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5090425 nChanged 39
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Mstep: Class 1 contains 94307 members 
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	Iteration 64Q: 3 clusters Score -5090430 nChanged 42
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Mstep: Class 1 contains 94345 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5090434 nChanged 38
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Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5090438 nChanged 38
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Mstep: Class 1 contains 94417 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5090441 nChanged 36
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	Iteration 68Q: 3 clusters Score -5090443 nChanged 45
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	Iteration 69Q: 3 clusters Score -5090443 nChanged 46
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Mstep: Class 1 contains 94542 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5090450 nChanged 49
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Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5090448 nChanged 57
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Mstep: Class 1 contains 94648 members 
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	Iteration 72Q: 3 clusters Score -5090442 nChanged 52
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	Iteration 73Q: 3 clusters Score -5090454 nChanged 51
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	Iteration 74Q: 3 clusters Score -5090456 nChanged 55
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Mstep: Class 1 contains 94806 members 
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	Iteration 75Q: 3 clusters Score -5090455 nChanged 62
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Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 4380 members 
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	Iteration 76Q: 3 clusters Score -5090462 nChanged 73
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Mstep: Class 1 contains 94937 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5090459 nChanged 61
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Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 4250 members 
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	Iteration 78Q: 3 clusters Score -5090454 nChanged 46
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Mstep: Class 1 contains 95044 members 
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	Iteration 79Q: 3 clusters Score -5090465 nChanged 45
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Mstep: Class 1 contains 95089 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5090458 nChanged 53
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	Iteration 81Q: 3 clusters Score -5090478 nChanged 47
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Mstep: Class 1 contains 95189 members 
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	Iteration 82Q: 3 clusters Score -5090478 nChanged 41
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Mstep: Class 1 contains 95230 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5090478 nChanged 37
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Mstep: Class 1 contains 95267 members 
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	Iteration 84Q: 3 clusters Score -5090478 nChanged 40
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	Iteration 85Q: 3 clusters Score -5090494 nChanged 38
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	Iteration 86Q: 3 clusters Score -5090504 nChanged 31
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5090508 nChanged 28
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Mstep: Class 2 contains 3846 members 
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	Iteration 88Q: 3 clusters Score -5090506 nChanged 38
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Mstep: Class 2 contains 3810 members 
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	Iteration 89Q: 3 clusters Score -5090511 nChanged 38
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	Iteration 90Q: 3 clusters Score -5090510 nChanged 30
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	Iteration 91Q: 3 clusters Score -5090502 nChanged 25
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	Iteration 92Q: 3 clusters Score -5090506 nChanged 20
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	Iteration 93Q: 3 clusters Score -5090514 nChanged 14
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	Iteration 94Q: 3 clusters Score -5090514 nChanged 22
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	Iteration 95Q: 3 clusters Score -5090504 nChanged 20
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	Iteration 96Q: 3 clusters Score -5090508 nChanged 22
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5090518 nChanged 17
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5090520 nChanged 13
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	Iteration 99Q: 3 clusters Score -5090528 nChanged 16
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	Iteration 100F: 3 clusters Score -5090528 nChanged 13
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Mstep: Class 1 contains 95676 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5090531 nChanged 8
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5090530 nChanged 6
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5090527 nChanged 4
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5090526 nChanged 3
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5090530 nChanged 4
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	Iteration 106Q: 3 clusters Score -5090534 nChanged 5
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5090532 nChanged 7
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Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5090531.000000 Penalty: 1046.989258
	Iteration 108Q: 3 clusters Score -5090531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95719 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5090527.000000 Penalty: 1046.989258
	Iteration 109Q: 3 clusters Score -5090527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5090534.000000 Penalty: 1046.989258
	Iteration 110Q: 3 clusters Score -5090534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5090534.500000 Penalty: 1046.989258
	Iteration 111Q: 3 clusters Score -5090534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -5090532.000000 Penalty: 1046.989258
	Iteration 112Q: 3 clusters Score -5090532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5090528.000000 Penalty: 1046.989258
	Iteration 113Q: 3 clusters Score -5090528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95747 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5090525.000000 Penalty: 1046.989258
	Iteration 114Q: 3 clusters Score -5090525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5090524.500000 Penalty: 1046.989258
	Iteration 115Q: 3 clusters Score -5090524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -5090530.500000 Penalty: 1046.989258
	Iteration 116Q: 3 clusters Score -5090530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5090528.000000 Penalty: 1046.989258
	Iteration 117Q: 3 clusters Score -5090528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95780 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5090527.000000 Penalty: 1046.989258
	Iteration 118Q: 3 clusters Score -5090527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5090531.000000 Penalty: 1046.989258
	Iteration 119Q: 3 clusters Score -5090531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5090533.000000 Penalty: 1046.989258
	Iteration 120F: 3 clusters Score -5090533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95810 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5090529.500000 Penalty: 1046.989258
	Iteration 121Q: 3 clusters Score -5090530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5090528.500000 Penalty: 1046.989258
	Iteration 122Q: 3 clusters Score -5090528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95815 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5090524.500000 Penalty: 1046.989258
	Iteration 123Q: 3 clusters Score -5090524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5090525.500000 Penalty: 1046.989258
	Iteration 124Q: 3 clusters Score -5090526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5090525.500000 Penalty: 1046.989258
	Iteration 125F: 3 clusters Score -5090526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -99961.515625 Penalty: 353.506714
	Iteration 0F: 2 clusters Score -99961.52 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 1189 members 
Entering Unmasked Estep 
Score: -98476.070312 Penalty: 707.013428
	Iteration 0F: 3 clusters Score -98476.07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -101605.210938 Penalty: 707.013428
	Iteration 1F: 3 clusters Score -101605.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -102372.875000 Penalty: 707.013428
	Iteration 2F: 3 clusters Score -102372.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -102599.328125 Penalty: 707.013428
	Iteration 3Q: 3 clusters Score -102599.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -102786.804688 Penalty: 707.013428
	Iteration 4Q: 3 clusters Score -102786.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -102821.937500 Penalty: 707.013428
	Iteration 5Q: 3 clusters Score -102821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -102824.500000 Penalty: 707.013428
	Iteration 6Q: 3 clusters Score -102824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -102825.593750 Penalty: 707.013428
	Iteration 7Q: 3 clusters Score -102825.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -102825.593750 Penalty: 707.013428
	Iteration 8F: 3 clusters Score -102825.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 107875 members 
Mstep: Class 9 contains 37188 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 195772 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 11945 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 221023 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 39381 members 
Mstep: Class 38 contains 1219 members 
Mstep: Class 39 contains 238294 members 
Mstep: Class 40 contains 1951 members 
Entering Unmasked Estep 
Score: -90544336.000000 Penalty: 26374.222656
Splitting cluster 17 changes total score from -90538448.000000 to -90544336.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 18 (176273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Entering Unmasked Estep 
Score: -8516084.000000 Penalty: 549.630432
	Iteration 0F: 2 clusters Score -8516084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -8402491.000000 Penalty: 1099.260864
	Iteration 0F: 3 clusters Score -8402491 nChanged 86679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -8454731.000000 Penalty: 1099.260864
	Iteration 1F: 3 clusters Score -8454731 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -8455741.000000 Penalty: 1099.260864
	Iteration 2Q: 3 clusters Score -8455741 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85125 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -8457033.000000 Penalty: 1099.260864
	Iteration 3Q: 3 clusters Score -8457033 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84239 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -8458744.000000 Penalty: 1099.260864
	Iteration 4Q: 3 clusters Score -8458744 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -8461558.000000 Penalty: 1099.260864
	Iteration 5Q: 3 clusters Score -8461558 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -8466639.000000 Penalty: 1099.260864
	Iteration 6Q: 3 clusters Score -8466639 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -8474787.000000 Penalty: 1099.260864
	Iteration 7F: 3 clusters Score -8474787 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -8484095.000000 Penalty: 1099.260864
	Iteration 8F: 3 clusters Score -8484095 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -8489331.000000 Penalty: 1099.260864
	Iteration 9F: 3 clusters Score -8489331 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -8490927.000000 Penalty: 1099.260864
	Iteration 10Q: 3 clusters Score -8490927 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -8491489.000000 Penalty: 1099.260864
	Iteration 11Q: 3 clusters Score -8491489 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 108446 members 
Entering Unmasked Estep 
Score: -8491878.000000 Penalty: 1099.260864
	Iteration 12Q: 3 clusters Score -8491878 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 110115 members 
Entering Unmasked Estep 
Score: -8492278.000000 Penalty: 1099.260864
	Iteration 13Q: 3 clusters Score -8492278 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 111718 members 
Entering Unmasked Estep 
Score: -8492703.000000 Penalty: 1099.260864
	Iteration 14Q: 3 clusters Score -8492703 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63024 members 
Mstep: Class 2 contains 113249 members 
Entering Unmasked Estep 
Score: -8493080.000000 Penalty: 1099.260864
	Iteration 15Q: 3 clusters Score -8493080 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 114707 members 
Entering Unmasked Estep 
Score: -8493602.000000 Penalty: 1099.260864
	Iteration 16Q: 3 clusters Score -8493602 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 116026 members 
Entering Unmasked Estep 
Score: -8494090.000000 Penalty: 1099.260864
	Iteration 17Q: 3 clusters Score -8494090 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -8494580.000000 Penalty: 1099.260864
	Iteration 18Q: 3 clusters Score -8494580 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -8494998.000000 Penalty: 1099.260864
	Iteration 19Q: 3 clusters Score -8494998 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 119120 members 
Entering Unmasked Estep 
Score: -8495308.000000 Penalty: 1099.260864
	Iteration 20F: 3 clusters Score -8495308 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 119768 members 
Entering Unmasked Estep 
Score: -8495688.000000 Penalty: 1099.260864
	Iteration 21Q: 3 clusters Score -8495688 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 120299 members 
Entering Unmasked Estep 
Score: -8496120.000000 Penalty: 1099.260864
	Iteration 22Q: 3 clusters Score -8496120 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 120700 members 
Entering Unmasked Estep 
Score: -8496526.000000 Penalty: 1099.260864
	Iteration 23Q: 3 clusters Score -8496526 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 120965 members 
Entering Unmasked Estep 
Score: -8496949.000000 Penalty: 1099.260864
	Iteration 24Q: 3 clusters Score -8496949 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 121140 members 
Entering Unmasked Estep 
Score: -8497327.000000 Penalty: 1099.260864
	Iteration 25Q: 3 clusters Score -8497327 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 121308 members 
Entering Unmasked Estep 
Score: -8497722.000000 Penalty: 1099.260864
	Iteration 26Q: 3 clusters Score -8497722 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 121433 members 
Entering Unmasked Estep 
Score: -8498093.000000 Penalty: 1099.260864
	Iteration 27Q: 3 clusters Score -8498093 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 121568 members 
Entering Unmasked Estep 
Score: -8498494.000000 Penalty: 1099.260864
	Iteration 28Q: 3 clusters Score -8498494 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -8498849.000000 Penalty: 1099.260864
	Iteration 29Q: 3 clusters Score -8498849 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -8499226.000000 Penalty: 1099.260864
	Iteration 30Q: 3 clusters Score -8499226 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -8499709.000000 Penalty: 1099.260864
	Iteration 31Q: 3 clusters Score -8499709 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 121820 members 
Entering Unmasked Estep 
Score: -8500107.000000 Penalty: 1099.260864
	Iteration 32Q: 3 clusters Score -8500107 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 121879 members 
Entering Unmasked Estep 
Score: -8500474.000000 Penalty: 1099.260864
	Iteration 33Q: 3 clusters Score -8500474 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 121847 members 
Entering Unmasked Estep 
Score: -8500790.000000 Penalty: 1099.260864
	Iteration 34Q: 3 clusters Score -8500790 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 121790 members 
Entering Unmasked Estep 
Score: -8501093.000000 Penalty: 1099.260864
	Iteration 35Q: 3 clusters Score -8501093 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 121716 members 
Entering Unmasked Estep 
Score: -8501422.000000 Penalty: 1099.260864
	Iteration 36Q: 3 clusters Score -8501422 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 121660 members 
Entering Unmasked Estep 
Score: -8501728.000000 Penalty: 1099.260864
	Iteration 37Q: 3 clusters Score -8501728 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 121556 members 
Entering Unmasked Estep 
Score: -8502058.000000 Penalty: 1099.260864
	Iteration 38Q: 3 clusters Score -8502058 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 121438 members 
Entering Unmasked Estep 
Score: -8502492.000000 Penalty: 1099.260864
	Iteration 39Q: 3 clusters Score -8502492 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 121340 members 
Entering Unmasked Estep 
Score: -8502934.000000 Penalty: 1099.260864
	Iteration 40F: 3 clusters Score -8502934 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 121046 members 
Entering Unmasked Estep 
Score: -8503526.000000 Penalty: 1099.260864
	Iteration 41Q: 3 clusters Score -8503526 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -8504134.000000 Penalty: 1099.260864
	Iteration 42Q: 3 clusters Score -8504134 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -8504896.000000 Penalty: 1099.260864
	Iteration 43Q: 3 clusters Score -8504896 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 120328 members 
Entering Unmasked Estep 
Score: -8505680.000000 Penalty: 1099.260864
	Iteration 44Q: 3 clusters Score -8505680 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 120123 members 
Entering Unmasked Estep 
Score: -8506382.000000 Penalty: 1099.260864
	Iteration 45Q: 3 clusters Score -8506382 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 120037 members 
Entering Unmasked Estep 
Score: -8507032.000000 Penalty: 1099.260864
	Iteration 46Q: 3 clusters Score -8507032 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 120142 members 
Entering Unmasked Estep 
Score: -8507484.000000 Penalty: 1099.260864
	Iteration 47Q: 3 clusters Score -8507484 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
Score: -8507826.000000 Penalty: 1099.260864
	Iteration 48Q: 3 clusters Score -8507826 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -8508223.000000 Penalty: 1099.260864
	Iteration 49Q: 3 clusters Score -8508223 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -8508462.000000 Penalty: 1099.260864
	Iteration 50Q: 3 clusters Score -8508462 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -8508700.000000 Penalty: 1099.260864
	Iteration 51Q: 3 clusters Score -8508700 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 122155 members 
Entering Unmasked Estep 
Score: -8508881.000000 Penalty: 1099.260864
	Iteration 52Q: 3 clusters Score -8508881 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 122778 members 
Entering Unmasked Estep 
Score: -8509076.000000 Penalty: 1099.260864
	Iteration 53Q: 3 clusters Score -8509076 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 123443 members 
Entering Unmasked Estep 
Score: -8509262.000000 Penalty: 1099.260864
	Iteration 54Q: 3 clusters Score -8509262 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 124104 members 
Entering Unmasked Estep 
Score: -8509361.000000 Penalty: 1099.260864
	Iteration 55Q: 3 clusters Score -8509361 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 124768 members 
Entering Unmasked Estep 
Score: -8509488.000000 Penalty: 1099.260864
	Iteration 56Q: 3 clusters Score -8509488 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 125401 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8509640 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8509769 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 126722 members 
Entering Unmasked Estep 
Score: -8509914.000000 Penalty: 1099.260864
	Iteration 59Q: 3 clusters Score -8509914 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 127345 members 
Entering Unmasked Estep 
Score: -8510013.000000 Penalty: 1099.260864
	Iteration 60F: 3 clusters Score -8510013 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 127948 members 
Entering Unmasked Estep 
Score: -8510184.000000 Penalty: 1099.260864
	Iteration 61Q: 3 clusters Score -8510184 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 128607 members 
Entering Unmasked Estep 
Score: -8510309.000000 Penalty: 1099.260864
	Iteration 62Q: 3 clusters Score -8510309 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 129255 members 
Entering Unmasked Estep 
Score: -8510411.000000 Penalty: 1099.260864
	Iteration 63Q: 3 clusters Score -8510411 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 129880 members 
Entering Unmasked Estep 
Score: -8510565.000000 Penalty: 1099.260864
	Iteration 64Q: 3 clusters Score -8510565 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 130486 members 
Entering Unmasked Estep 
Score: -8510684.000000 Penalty: 1099.260864
	Iteration 65Q: 3 clusters Score -8510684 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 131045 members 
Entering Unmasked Estep 
Score: -8510746.000000 Penalty: 1099.260864
	Iteration 66Q: 3 clusters Score -8510746 nChanged 572
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 131617 members 
Entering Unmasked Estep 
Score: -8510826.000000 Penalty: 1099.260864
	Iteration 67Q: 3 clusters Score -8510826 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 132176 members 
Entering Unmasked Estep 
Score: -8510896.000000 Penalty: 1099.260864
	Iteration 68Q: 3 clusters Score -8510896 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 132662 members 
Entering Unmasked Estep 
Score: -8510960.000000 Penalty: 1099.260864
	Iteration 69Q: 3 clusters Score -8510960 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 133139 members 
Entering Unmasked Estep 
Score: -8511035.000000 Penalty: 1099.260864
	Iteration 70Q: 3 clusters Score -8511035 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 133603 members 
Entering Unmasked Estep 
Score: -8511143.000000 Penalty: 1099.260864
	Iteration 71Q: 3 clusters Score -8511143 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 134063 members 
Entering Unmasked Estep 
Score: -8511207.000000 Penalty: 1099.260864
	Iteration 72Q: 3 clusters Score -8511207 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 134494 members 
Entering Unmasked Estep 
Score: -8511243.000000 Penalty: 1099.260864
	Iteration 73Q: 3 clusters Score -8511243 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 134915 members 
Entering Unmasked Estep 
Score: -8511298.000000 Penalty: 1099.260864
	Iteration 74Q: 3 clusters Score -8511298 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 135311 members 
Entering Unmasked Estep 
Score: -8511371.000000 Penalty: 1099.260864
	Iteration 75Q: 3 clusters Score -8511371 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 135683 members 
Entering Unmasked Estep 
Score: -8511412.000000 Penalty: 1099.260864
	Iteration 76Q: 3 clusters Score -8511412 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -8511488.000000 Penalty: 1099.260864
	Iteration 77Q: 3 clusters Score -8511488 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 136469 members 
Entering Unmasked Estep 
Score: -8511550.000000 Penalty: 1099.260864
	Iteration 78Q: 3 clusters Score -8511550 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 136865 members 
Entering Unmasked Estep 
Score: -8511586.000000 Penalty: 1099.260864
	Iteration 79Q: 3 clusters Score -8511586 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 137278 members 
Entering Unmasked Estep 
Score: -8511600.000000 Penalty: 1099.260864
	Iteration 80F: 3 clusters Score -8511600 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 137662 members 
Entering Unmasked Estep 
Score: -8511674.000000 Penalty: 1099.260864
	Iteration 81Q: 3 clusters Score -8511674 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 138078 members 
Entering Unmasked Estep 
Score: -8511706.000000 Penalty: 1099.260864
	Iteration 82Q: 3 clusters Score -8511706 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 138481 members 
Entering Unmasked Estep 
Score: -8511739.000000 Penalty: 1099.260864
	Iteration 83Q: 3 clusters Score -8511739 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 138889 members 
Entering Unmasked Estep 
Score: -8511798.000000 Penalty: 1099.260864
	Iteration 84Q: 3 clusters Score -8511798 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 139275 members 
Entering Unmasked Estep 
Score: -8511829.000000 Penalty: 1099.260864
	Iteration 85Q: 3 clusters Score -8511829 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 139657 members 
Entering Unmasked Estep 
Score: -8511876.000000 Penalty: 1099.260864
	Iteration 86Q: 3 clusters Score -8511876 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 140024 members 
Entering Unmasked Estep 
Score: -8511911.000000 Penalty: 1099.260864
	Iteration 87Q: 3 clusters Score -8511911 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 140342 members 
Entering Unmasked Estep 
Score: -8511949.000000 Penalty: 1099.260864
	Iteration 88Q: 3 clusters Score -8511949 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 140657 members 
Entering Unmasked Estep 
Score: -8511958.000000 Penalty: 1099.260864
	Iteration 89Q: 3 clusters Score -8511958 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 140936 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8511975 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 141229 members 
Entering Unmasked Estep 
Score: -8512026.000000 Penalty: 1099.260864
	Iteration 91Q: 3 clusters Score -8512026 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 141524 members 
Entering Unmasked Estep 
Score: -8512094.000000 Penalty: 1099.260864
	Iteration 92Q: 3 clusters Score -8512094 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 141833 members 
Entering Unmasked Estep 
Score: -8512140.000000 Penalty: 1099.260864
	Iteration 93Q: 3 clusters Score -8512140 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 142109 members 
Entering Unmasked Estep 
Score: -8512139.000000 Penalty: 1099.260864
	Iteration 94Q: 3 clusters Score -8512139 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 142384 members 
Entering Unmasked Estep 
Score: -8512149.000000 Penalty: 1099.260864
	Iteration 95Q: 3 clusters Score -8512149 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 142674 members 
Entering Unmasked Estep 
Score: -8512194.000000 Penalty: 1099.260864
	Iteration 96Q: 3 clusters Score -8512194 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 142949 members 
Entering Unmasked Estep 
Score: -8512187.000000 Penalty: 1099.260864
	Iteration 97Q: 3 clusters Score -8512187 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 143228 members 
Entering Unmasked Estep 
Score: -8512215.000000 Penalty: 1099.260864
	Iteration 98Q: 3 clusters Score -8512215 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 143490 members 
Entering Unmasked Estep 
Score: -8512250.000000 Penalty: 1099.260864
	Iteration 99Q: 3 clusters Score -8512250 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 143750 members 
Entering Unmasked Estep 
Score: -8512297.000000 Penalty: 1099.260864
	Iteration 100F: 3 clusters Score -8512297 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 144031 members 
Entering Unmasked Estep 
Score: -8512335.000000 Penalty: 1099.260864
	Iteration 101Q: 3 clusters Score -8512335 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 144277 members 
Entering Unmasked Estep 
Score: -8512378.000000 Penalty: 1099.260864
	Iteration 102Q: 3 clusters Score -8512378 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 144529 members 
Entering Unmasked Estep 
Score: -8512394.000000 Penalty: 1099.260864
	Iteration 103Q: 3 clusters Score -8512394 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 144765 members 
Entering Unmasked Estep 
Score: -8512411.000000 Penalty: 1099.260864
	Iteration 104Q: 3 clusters Score -8512411 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -8512455.000000 Penalty: 1099.260864
	Iteration 105Q: 3 clusters Score -8512455 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 145224 members 
Entering Unmasked Estep 
Score: -8512503.000000 Penalty: 1099.260864
	Iteration 106Q: 3 clusters Score -8512503 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 145468 members 
Entering Unmasked Estep 
Score: -8512507.000000 Penalty: 1099.260864
	Iteration 107Q: 3 clusters Score -8512507 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 145721 members 
Entering Unmasked Estep 
Score: -8512513.000000 Penalty: 1099.260864
	Iteration 108Q: 3 clusters Score -8512513 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 145962 members 
Entering Unmasked Estep 
Score: -8512554.000000 Penalty: 1099.260864
	Iteration 109Q: 3 clusters Score -8512554 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 146202 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8512543 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 146460 members 
Entering Unmasked Estep 
Score: -8512566.000000 Penalty: 1099.260864
	Iteration 111Q: 3 clusters Score -8512566 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 146721 members 
Entering Unmasked Estep 
Score: -8512606.000000 Penalty: 1099.260864
	Iteration 112Q: 3 clusters Score -8512606 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 146985 members 
Entering Unmasked Estep 
Score: -8512614.000000 Penalty: 1099.260864
	Iteration 113Q: 3 clusters Score -8512614 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 147228 members 
Entering Unmasked Estep 
Score: -8512645.000000 Penalty: 1099.260864
	Iteration 114Q: 3 clusters Score -8512645 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 147488 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8512675 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 147704 members 
Entering Unmasked Estep 
Score: -8512701.000000 Penalty: 1099.260864
	Iteration 116Q: 3 clusters Score -8512701 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 147932 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8512743 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 148170 members 
Entering Unmasked Estep 
Score: -8512791.000000 Penalty: 1099.260864
	Iteration 118Q: 3 clusters Score -8512791 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 148408 members 
Entering Unmasked Estep 
Score: -8512833.000000 Penalty: 1099.260864
	Iteration 119Q: 3 clusters Score -8512833 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 148643 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8512875 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 148864 members 
Entering Unmasked Estep 
Score: -8512912.000000 Penalty: 1099.260864
	Iteration 121Q: 3 clusters Score -8512912 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 149110 members 
Entering Unmasked Estep 
Score: -8512924.000000 Penalty: 1099.260864
	Iteration 122Q: 3 clusters Score -8512924 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 149348 members 
Entering Unmasked Estep 
Score: -8512960.000000 Penalty: 1099.260864
	Iteration 123Q: 3 clusters Score -8512960 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 149553 members 
Entering Unmasked Estep 
Score: -8513003.000000 Penalty: 1099.260864
	Iteration 124Q: 3 clusters Score -8513003 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 149753 members 
Entering Unmasked Estep 
Score: -8512992.000000 Penalty: 1099.260864
	Iteration 125Q: 3 clusters Score -8512992 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -8513008.000000 Penalty: 1099.260864
	Iteration 126Q: 3 clusters Score -8513008 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 150125 members 
Entering Unmasked Estep 
Score: -8513014.000000 Penalty: 1099.260864
	Iteration 127Q: 3 clusters Score -8513014 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 150281 members 
Entering Unmasked Estep 
Score: -8513007.000000 Penalty: 1099.260864
	Iteration 128Q: 3 clusters Score -8513007 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 150438 members 
Entering Unmasked Estep 
Score: -8513018.000000 Penalty: 1099.260864
	Iteration 129Q: 3 clusters Score -8513018 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 150581 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8513032 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 150716 members 
Entering Unmasked Estep 
Score: -8513062.000000 Penalty: 1099.260864
	Iteration 131Q: 3 clusters Score -8513062 nChanged 126
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Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -8513061.000000 Penalty: 1099.260864
	Iteration 132Q: 3 clusters Score -8513061 nChanged 153
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Mstep: Class 2 contains 150993 members 
Entering Unmasked Estep 
Score: -8513079.000000 Penalty: 1099.260864
	Iteration 133Q: 3 clusters Score -8513079 nChanged 140
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Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 151133 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8513063 nChanged 139
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Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 151272 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8513044 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 151406 members 
Entering Unmasked Estep 
Score: -8513083.000000 Penalty: 1099.260864
	Iteration 136Q: 3 clusters Score -8513083 nChanged 114
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8513114 nChanged 121
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8513112 nChanged 117
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Entering Unmasked Estep 
Score: -8513125.000000 Penalty: 1099.260864
	Iteration 139Q: 3 clusters Score -8513125 nChanged 94
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Mstep: Class 1 contains 24421 members 
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Entering Unmasked Estep 
Score: -8513113.000000 Penalty: 1099.260864
	Iteration 140F: 3 clusters Score -8513113 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 151964 members 
Entering Unmasked Estep 
Score: -8513119.000000 Penalty: 1099.260864
	Iteration 141Q: 3 clusters Score -8513119 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 2 contains 152080 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8513111 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 152199 members 
Entering Unmasked Estep 
Score: -8513123.000000 Penalty: 1099.260864
	Iteration 143Q: 3 clusters Score -8513123 nChanged 131
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Mstep: Class 1 contains 23943 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8513140 nChanged 122
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Entering Unmasked Estep 
Score: -8513144.000000 Penalty: 1099.260864
	Iteration 145Q: 3 clusters Score -8513144 nChanged 128
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Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8513131 nChanged 120
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Mstep: Class 2 contains 152700 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8513144 nChanged 126
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Mstep: Class 2 contains 152826 members 
Entering Unmasked Estep 
Score: -8513178.000000 Penalty: 1099.260864
	Iteration 148Q: 3 clusters Score -8513178 nChanged 109
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Mstep: Class 2 contains 152935 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8513200 nChanged 131
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Mstep: Class 2 contains 153066 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8513200 nChanged 139
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8513232 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 153330 members 
Entering Unmasked Estep 
Score: -8513242.000000 Penalty: 1099.260864
	Iteration 152Q: 3 clusters Score -8513242 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 153443 members 
Entering Unmasked Estep 
Score: -8513253.000000 Penalty: 1099.260864
	Iteration 153Q: 3 clusters Score -8513253 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 153565 members 
Entering Unmasked Estep 
Score: -8513250.000000 Penalty: 1099.260864
	Iteration 154Q: 3 clusters Score -8513250 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 153708 members 
Entering Unmasked Estep 
Score: -8513261.000000 Penalty: 1099.260864
	Iteration 155Q: 3 clusters Score -8513261 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 153854 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8513295 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 154009 members 
Entering Unmasked Estep 
Score: -8513328.000000 Penalty: 1099.260864
	Iteration 157Q: 3 clusters Score -8513328 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 154157 members 
Entering Unmasked Estep 
Score: -8513388.000000 Penalty: 1099.260864
	Iteration 158Q: 3 clusters Score -8513388 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 154315 members 
Entering Unmasked Estep 
Score: -8513438.000000 Penalty: 1099.260864
	Iteration 159Q: 3 clusters Score -8513438 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 154456 members 
Entering Unmasked Estep 
Score: -8513427.000000 Penalty: 1099.260864
	Iteration 160F: 3 clusters Score -8513427 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 154577 members 
Entering Unmasked Estep 
Score: -8513444.000000 Penalty: 1099.260864
	Iteration 161Q: 3 clusters Score -8513444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 154704 members 
Entering Unmasked Estep 
Score: -8513459.000000 Penalty: 1099.260864
	Iteration 162Q: 3 clusters Score -8513459 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -8513498.000000 Penalty: 1099.260864
	Iteration 163Q: 3 clusters Score -8513498 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 154935 members 
Entering Unmasked Estep 
Score: -8513505.000000 Penalty: 1099.260864
	Iteration 164Q: 3 clusters Score -8513505 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -8513503.000000 Penalty: 1099.260864
	Iteration 165Q: 3 clusters Score -8513503 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 155174 members 
Entering Unmasked Estep 
Score: -8513535.000000 Penalty: 1099.260864
	Iteration 166Q: 3 clusters Score -8513535 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 155305 members 
Entering Unmasked Estep 
Score: -8513576.000000 Penalty: 1099.260864
	Iteration 167Q: 3 clusters Score -8513576 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 155410 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8513585 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 155532 members 
Entering Unmasked Estep 
Score: -8513602.000000 Penalty: 1099.260864
	Iteration 169Q: 3 clusters Score -8513602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 155633 members 
Entering Unmasked Estep 
Score: -8513615.000000 Penalty: 1099.260864
	Iteration 170Q: 3 clusters Score -8513615 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 155741 members 
Entering Unmasked Estep 
Score: -8513646.000000 Penalty: 1099.260864
	Iteration 171Q: 3 clusters Score -8513646 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 155834 members 
Entering Unmasked Estep 
Score: -8513652.000000 Penalty: 1099.260864
	Iteration 172Q: 3 clusters Score -8513652 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8513652 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 155987 members 
Entering Unmasked Estep 
Score: -8513648.000000 Penalty: 1099.260864
	Iteration 174Q: 3 clusters Score -8513648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 156061 members 
Entering Unmasked Estep 
Score: -8513670.000000 Penalty: 1099.260864
	Iteration 175Q: 3 clusters Score -8513670 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 156144 members 
Entering Unmasked Estep 
Score: -8513665.000000 Penalty: 1099.260864
	Iteration 176Q: 3 clusters Score -8513665 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 156214 members 
Entering Unmasked Estep 
Score: -8513667.000000 Penalty: 1099.260864
	Iteration 177Q: 3 clusters Score -8513667 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8513677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 156364 members 
Entering Unmasked Estep 
Score: -8513683.000000 Penalty: 1099.260864
	Iteration 179Q: 3 clusters Score -8513683 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 156455 members 
Entering Unmasked Estep 
Score: -8513695.000000 Penalty: 1099.260864
	Iteration 180F: 3 clusters Score -8513695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 156537 members 
Entering Unmasked Estep 
Score: -8513701.000000 Penalty: 1099.260864
	Iteration 181Q: 3 clusters Score -8513701 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -8513714.000000 Penalty: 1099.260864
	Iteration 182Q: 3 clusters Score -8513714 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 156729 members 
Entering Unmasked Estep 
Score: -8513718.000000 Penalty: 1099.260864
	Iteration 183Q: 3 clusters Score -8513718 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 156823 members 
Entering Unmasked Estep 
Score: -8513725.000000 Penalty: 1099.260864
	Iteration 184Q: 3 clusters Score -8513725 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 156931 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8513738 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 157030 members 
Entering Unmasked Estep 
Score: -8513742.000000 Penalty: 1099.260864
	Iteration 186Q: 3 clusters Score -8513742 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 157118 members 
Entering Unmasked Estep 
Score: -8513732.000000 Penalty: 1099.260864
	Iteration 187Q: 3 clusters Score -8513732 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 157226 members 
Entering Unmasked Estep 
Score: -8513749.000000 Penalty: 1099.260864
	Iteration 188Q: 3 clusters Score -8513749 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 157335 members 
Entering Unmasked Estep 
Score: -8513763.000000 Penalty: 1099.260864
	Iteration 189Q: 3 clusters Score -8513763 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 157444 members 
Entering Unmasked Estep 
Score: -8513750.000000 Penalty: 1099.260864
	Iteration 190Q: 3 clusters Score -8513750 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 157533 members 
Entering Unmasked Estep 
Score: -8513769.000000 Penalty: 1099.260864
	Iteration 191Q: 3 clusters Score -8513769 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 157613 members 
Entering Unmasked Estep 
Score: -8513793.000000 Penalty: 1099.260864
	Iteration 192Q: 3 clusters Score -8513793 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 157688 members 
Entering Unmasked Estep 
Score: -8513782.000000 Penalty: 1099.260864
	Iteration 193Q: 3 clusters Score -8513782 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 157763 members 
Entering Unmasked Estep 
Score: -8513798.000000 Penalty: 1099.260864
	Iteration 194Q: 3 clusters Score -8513798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 157837 members 
Entering Unmasked Estep 
Score: -8513812.000000 Penalty: 1099.260864
	Iteration 195Q: 3 clusters Score -8513812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -8513822.000000 Penalty: 1099.260864
	Iteration 196Q: 3 clusters Score -8513822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 157990 members 
Entering Unmasked Estep 
Score: -8513840.000000 Penalty: 1099.260864
	Iteration 197Q: 3 clusters Score -8513840 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -8513838.000000 Penalty: 1099.260864
	Iteration 198Q: 3 clusters Score -8513838 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 158180 members 
Entering Unmasked Estep 
Score: -8513844.000000 Penalty: 1099.260864
	Iteration 199Q: 3 clusters Score -8513844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 158260 members 
Entering Unmasked Estep 
Score: -8513843.000000 Penalty: 1099.260864
	Iteration 200F: 3 clusters Score -8513843 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 158354 members 
Entering Unmasked Estep 
Score: -8513845.000000 Penalty: 1099.260864
	Iteration 201Q: 3 clusters Score -8513845 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 158445 members 
Entering Unmasked Estep 
Score: -8513854.000000 Penalty: 1099.260864
	Iteration 202Q: 3 clusters Score -8513854 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17736 members 
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Entering Unmasked Estep 
Score: -8513863.000000 Penalty: 1099.260864
	Iteration 203Q: 3 clusters Score -8513863 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17640 members 
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Entering Unmasked Estep 
Score: -8513878.000000 Penalty: 1099.260864
	Iteration 204Q: 3 clusters Score -8513878 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17544 members 
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Entering Unmasked Estep 
Score: -8513886.000000 Penalty: 1099.260864
	Iteration 205Q: 3 clusters Score -8513886 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 158820 members 
Entering Unmasked Estep 
Score: -8513896.000000 Penalty: 1099.260864
	Iteration 206Q: 3 clusters Score -8513896 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 158908 members 
Entering Unmasked Estep 
Score: -8513912.000000 Penalty: 1099.260864
	Iteration 207Q: 3 clusters Score -8513912 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 159000 members 
Entering Unmasked Estep 
Score: -8513903.000000 Penalty: 1099.260864
	Iteration 208Q: 3 clusters Score -8513903 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 159097 members 
Entering Unmasked Estep 
Score: -8513906.000000 Penalty: 1099.260864
	Iteration 209Q: 3 clusters Score -8513906 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 159212 members 
Entering Unmasked Estep 
Score: -8513900.000000 Penalty: 1099.260864
	Iteration 210Q: 3 clusters Score -8513900 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 159335 members 
Entering Unmasked Estep 
Score: -8513908.000000 Penalty: 1099.260864
	Iteration 211Q: 3 clusters Score -8513908 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 159456 members 
Entering Unmasked Estep 
Score: -8513932.000000 Penalty: 1099.260864
	Iteration 212Q: 3 clusters Score -8513932 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 159558 members 
Entering Unmasked Estep 
Score: -8513936.000000 Penalty: 1099.260864
	Iteration 213Q: 3 clusters Score -8513936 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 159666 members 
Entering Unmasked Estep 
Score: -8513949.000000 Penalty: 1099.260864
	Iteration 214Q: 3 clusters Score -8513949 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 159796 members 
Entering Unmasked Estep 
Score: -8513950.000000 Penalty: 1099.260864
	Iteration 215Q: 3 clusters Score -8513950 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 159917 members 
Entering Unmasked Estep 
Score: -8513974.000000 Penalty: 1099.260864
	Iteration 216Q: 3 clusters Score -8513974 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 160040 members 
Entering Unmasked Estep 
Score: -8514018.000000 Penalty: 1099.260864
	Iteration 217Q: 3 clusters Score -8514018 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16095 members 
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Entering Unmasked Estep 
Score: -8514059.000000 Penalty: 1099.260864
	Iteration 218Q: 3 clusters Score -8514059 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 160320 members 
Entering Unmasked Estep 
Score: -8514063.000000 Penalty: 1099.260864
	Iteration 219Q: 3 clusters Score -8514063 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 160462 members 
Entering Unmasked Estep 
Score: -8514071.000000 Penalty: 1099.260864
	Iteration 220F: 3 clusters Score -8514071 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15685 members 
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Entering Unmasked Estep 
Score: -8514096.000000 Penalty: 1099.260864
	Iteration 221Q: 3 clusters Score -8514096 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 160706 members 
Entering Unmasked Estep 
Score: -8514117.000000 Penalty: 1099.260864
	Iteration 222Q: 3 clusters Score -8514117 nChanged 125
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8514099 nChanged 111
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8514089 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15210 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8514119 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15095 members 
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Entering Unmasked Estep 
Score: -8514152.000000 Penalty: 1099.260864
	Iteration 226Q: 3 clusters Score -8514152 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14976 members 
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Entering Unmasked Estep 
Score: -8514150.000000 Penalty: 1099.260864
	Iteration 227Q: 3 clusters Score -8514150 nChanged 116
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Entering Unmasked Estep 
Score: -8514179.000000 Penalty: 1099.260864
	Iteration 228Q: 3 clusters Score -8514179 nChanged 108
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Entering Unmasked Estep 
Score: -8514202.000000 Penalty: 1099.260864
	Iteration 229Q: 3 clusters Score -8514202 nChanged 109
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Mstep: Class 2 contains 161630 members 
Entering Unmasked Estep 
Score: -8514186.000000 Penalty: 1099.260864
	Iteration 230Q: 3 clusters Score -8514186 nChanged 110
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Entering Unmasked Estep 
Score: -8514207.000000 Penalty: 1099.260864
	Iteration 231Q: 3 clusters Score -8514207 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14419 members 
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Entering Unmasked Estep 
Score: -8514241.000000 Penalty: 1099.260864
	Iteration 232Q: 3 clusters Score -8514241 nChanged 117
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8514237.000000 Penalty: 1099.260864
	Iteration 233Q: 3 clusters Score -8514237 nChanged 133
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Mstep: Class 2 contains 162104 members 
Entering Unmasked Estep 
Score: -8514245.000000 Penalty: 1099.260864
	Iteration 234Q: 3 clusters Score -8514245 nChanged 143
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Mstep: Class 2 contains 162247 members 
Entering Unmasked Estep 
Score: -8514259.000000 Penalty: 1099.260864
	Iteration 235Q: 3 clusters Score -8514259 nChanged 142
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Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 162389 members 
Entering Unmasked Estep 
Score: -8514285.000000 Penalty: 1099.260864
	Iteration 236Q: 3 clusters Score -8514285 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 162540 members 
Entering Unmasked Estep 
Score: -8514295.000000 Penalty: 1099.260864
	Iteration 237Q: 3 clusters Score -8514295 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 162701 members 
Entering Unmasked Estep 
Score: -8514333.000000 Penalty: 1099.260864
	Iteration 238Q: 3 clusters Score -8514333 nChanged 166
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Mstep: Class 2 contains 162865 members 
Entering Unmasked Estep 
Score: -8514341.000000 Penalty: 1099.260864
	Iteration 239Q: 3 clusters Score -8514341 nChanged 150
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Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -8514367.000000 Penalty: 1099.260864
	Iteration 240F: 3 clusters Score -8514367 nChanged 172
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Mstep: Class 2 contains 163185 members 
Entering Unmasked Estep 
Score: -8514381.000000 Penalty: 1099.260864
	Iteration 241Q: 3 clusters Score -8514381 nChanged 162
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Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 163347 members 
Entering Unmasked Estep 
Score: -8514408.000000 Penalty: 1099.260864
	Iteration 242Q: 3 clusters Score -8514408 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -8514446.000000 Penalty: 1099.260864
	Iteration 243Q: 3 clusters Score -8514446 nChanged 191
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Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 163697 members 
Entering Unmasked Estep 
Score: -8514492.000000 Penalty: 1099.260864
	Iteration 244Q: 3 clusters Score -8514492 nChanged 178
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -8514481 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 164071 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -8514532 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 164276 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -8514558 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 164490 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -8514585 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 164706 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -8514588 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 164909 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -8514633 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 165119 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -8514624 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -8514656.000000 Penalty: 1099.260864
	Iteration 252Q: 3 clusters Score -8514656 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -8514695 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 165700 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -8514732 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 165876 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -8514746 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 166051 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -8514774 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 166225 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -8514785 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 166378 members 
Entering Unmasked Estep 
Score: -8514805.000000 Penalty: 1099.260864
	Iteration 258Q: 3 clusters Score -8514805 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 166514 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -8514814 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 166686 members 
Entering Unmasked Estep 
Score: -8514808.000000 Penalty: 1099.260864
	Iteration 260F: 3 clusters Score -8514808 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 166880 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -8514849 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -8514861.000000 Penalty: 1099.260864
	Iteration 262Q: 3 clusters Score -8514861 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -8514864.000000 Penalty: 1099.260864
	Iteration 263Q: 3 clusters Score -8514864 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 167470 members 
Entering Unmasked Estep 
Score: -8514883.000000 Penalty: 1099.260864
	Iteration 264Q: 3 clusters Score -8514883 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 167650 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -8514890 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 167840 members 
Entering Unmasked Estep 
Score: -8514925.000000 Penalty: 1099.260864
	Iteration 266Q: 3 clusters Score -8514925 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 168057 members 
Entering Unmasked Estep 
Score: -8514950.000000 Penalty: 1099.260864
	Iteration 267Q: 3 clusters Score -8514950 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 168256 members 
Entering Unmasked Estep 
Score: -8514948.000000 Penalty: 1099.260864
	Iteration 268Q: 3 clusters Score -8514948 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 168439 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -8514997 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 168631 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -8514999 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 168826 members 
Entering Unmasked Estep 
Score: -8515029.000000 Penalty: 1099.260864
	Iteration 271Q: 3 clusters Score -8515029 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 169016 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -8515037 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 169192 members 
Entering Unmasked Estep 
Score: -8515054.000000 Penalty: 1099.260864
	Iteration 273Q: 3 clusters Score -8515054 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 169361 members 
Entering Unmasked Estep 
Score: -8515132.000000 Penalty: 1099.260864
	Iteration 274Q: 3 clusters Score -8515132 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 169522 members 
Entering Unmasked Estep 
Score: -8515180.000000 Penalty: 1099.260864
	Iteration 275Q: 3 clusters Score -8515180 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 169682 members 
Entering Unmasked Estep 
Score: -8515189.000000 Penalty: 1099.260864
	Iteration 276Q: 3 clusters Score -8515189 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 169846 members 
Entering Unmasked Estep 
Score: -8515207.000000 Penalty: 1099.260864
	Iteration 277Q: 3 clusters Score -8515207 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 169997 members 
Entering Unmasked Estep 
Score: -8515192.000000 Penalty: 1099.260864
	Iteration 278Q: 3 clusters Score -8515192 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 170128 members 
Entering Unmasked Estep 
Score: -8515222.000000 Penalty: 1099.260864
	Iteration 279Q: 3 clusters Score -8515222 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 170250 members 
Entering Unmasked Estep 
Score: -8515240.000000 Penalty: 1099.260864
	Iteration 280F: 3 clusters Score -8515240 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -8515246.000000 Penalty: 1099.260864
	Iteration 281Q: 3 clusters Score -8515246 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 170506 members 
Entering Unmasked Estep 
Score: -8515254.000000 Penalty: 1099.260864
	Iteration 282Q: 3 clusters Score -8515254 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 170625 members 
Entering Unmasked Estep 
Score: -8515270.000000 Penalty: 1099.260864
	Iteration 283Q: 3 clusters Score -8515270 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 170745 members 
Entering Unmasked Estep 
Score: -8515276.000000 Penalty: 1099.260864
	Iteration 284Q: 3 clusters Score -8515276 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 170854 members 
Entering Unmasked Estep 
Score: -8515294.000000 Penalty: 1099.260864
	Iteration 285Q: 3 clusters Score -8515294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 170963 members 
Entering Unmasked Estep 
Score: -8515308.000000 Penalty: 1099.260864
	Iteration 286Q: 3 clusters Score -8515308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 171047 members 
Entering Unmasked Estep 
Score: -8515338.000000 Penalty: 1099.260864
	Iteration 287Q: 3 clusters Score -8515338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 171121 members 
Entering Unmasked Estep 
Score: -8515365.000000 Penalty: 1099.260864
	Iteration 288Q: 3 clusters Score -8515365 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 171201 members 
Entering Unmasked Estep 
Score: -8515373.000000 Penalty: 1099.260864
	Iteration 289Q: 3 clusters Score -8515373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 171296 members 
Entering Unmasked Estep 
Score: -8515394.000000 Penalty: 1099.260864
	Iteration 290Q: 3 clusters Score -8515394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 171385 members 
Entering Unmasked Estep 
Score: -8515428.000000 Penalty: 1099.260864
	Iteration 291Q: 3 clusters Score -8515428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -8515446.000000 Penalty: 1099.260864
	Iteration 292Q: 3 clusters Score -8515446 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 171569 members 
Entering Unmasked Estep 
Score: -8515455.000000 Penalty: 1099.260864
	Iteration 293Q: 3 clusters Score -8515455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -8515491.000000 Penalty: 1099.260864
	Iteration 294Q: 3 clusters Score -8515491 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 171762 members 
Entering Unmasked Estep 
Score: -8515489.000000 Penalty: 1099.260864
	Iteration 295Q: 3 clusters Score -8515489 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 171841 members 
Entering Unmasked Estep 
Score: -8515502.000000 Penalty: 1099.260864
	Iteration 296Q: 3 clusters Score -8515502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 171909 members 
Entering Unmasked Estep 
Score: -8515512.000000 Penalty: 1099.260864
	Iteration 297Q: 3 clusters Score -8515512 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 171978 members 
Entering Unmasked Estep 
Score: -8515536.000000 Penalty: 1099.260864
	Iteration 298Q: 3 clusters Score -8515536 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 172046 members 
Entering Unmasked Estep 
Score: -8515545.000000 Penalty: 1099.260864
	Iteration 299Q: 3 clusters Score -8515545 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 172096 members 
Entering Unmasked Estep 
Score: -8515556.000000 Penalty: 1099.260864
	Iteration 300F: 3 clusters Score -8515556 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 172148 members 
Entering Unmasked Estep 
Score: -8515578.000000 Penalty: 1099.260864
	Iteration 301Q: 3 clusters Score -8515578 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 172198 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -8515589 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 172251 members 
Entering Unmasked Estep 
Score: -8515598.000000 Penalty: 1099.260864
	Iteration 303Q: 3 clusters Score -8515598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 172307 members 
Entering Unmasked Estep 
Score: -8515597.000000 Penalty: 1099.260864
	Iteration 304Q: 3 clusters Score -8515597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 172364 members 
Entering Unmasked Estep 
Score: -8515602.000000 Penalty: 1099.260864
	Iteration 305Q: 3 clusters Score -8515602 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 172401 members 
Entering Unmasked Estep 
Score: -8515601.000000 Penalty: 1099.260864
	Iteration 306Q: 3 clusters Score -8515601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 172438 members 
Entering Unmasked Estep 
Score: -8515623.000000 Penalty: 1099.260864
	Iteration 307Q: 3 clusters Score -8515623 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 172477 members 
Entering Unmasked Estep 
Score: -8515629.000000 Penalty: 1099.260864
	Iteration 308Q: 3 clusters Score -8515629 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172515 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -8515629 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 172554 members 
Entering Unmasked Estep 
Score: -8515637.000000 Penalty: 1099.260864
	Iteration 310Q: 3 clusters Score -8515637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 172579 members 
Entering Unmasked Estep 
Score: -8515643.000000 Penalty: 1099.260864
	Iteration 311Q: 3 clusters Score -8515643 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 172609 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -8515651 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 172639 members 
Entering Unmasked Estep 
Score: -8515667.000000 Penalty: 1099.260864
	Iteration 313Q: 3 clusters Score -8515667 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 172672 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -8515673 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 172702 members 
Entering Unmasked Estep 
Score: -8515668.000000 Penalty: 1099.260864
	Iteration 315Q: 3 clusters Score -8515668 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3540 members 
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Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -8515678 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3509 members 
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Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -8515671 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 172797 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -8515675 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -8515677 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 172871 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -8515677 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 172902 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -8515675 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 172929 members 
Entering Unmasked Estep 
Score: -8515692.000000 Penalty: 1099.260864
	Iteration 322Q: 3 clusters Score -8515692 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3319 members 
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -8515693 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 172980 members 
Entering Unmasked Estep 
Score: -8515691.000000 Penalty: 1099.260864
	Iteration 324Q: 3 clusters Score -8515691 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3265 members 
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Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -8515691 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 173040 members 
Entering Unmasked Estep 
Score: -8515696.000000 Penalty: 1099.260864
	Iteration 326Q: 3 clusters Score -8515696 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 173075 members 
Entering Unmasked Estep 
Score: -8515705.000000 Penalty: 1099.260864
	Iteration 327Q: 3 clusters Score -8515705 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 173123 members 
Entering Unmasked Estep 
Score: -8515713.000000 Penalty: 1099.260864
	Iteration 328Q: 3 clusters Score -8515713 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 173161 members 
Entering Unmasked Estep 
Score: -8515714.000000 Penalty: 1099.260864
	Iteration 329Q: 3 clusters Score -8515714 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -8515720.000000 Penalty: 1099.260864
	Iteration 330Q: 3 clusters Score -8515720 nChanged 40
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Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 173242 members 
Entering Unmasked Estep 
Score: -8515715.000000 Penalty: 1099.260864
	Iteration 331Q: 3 clusters Score -8515715 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 173278 members 
Entering Unmasked Estep 
Score: -8515742.000000 Penalty: 1099.260864
	Iteration 332Q: 3 clusters Score -8515742 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 173317 members 
Entering Unmasked Estep 
Score: -8515736.000000 Penalty: 1099.260864
	Iteration 333Q: 3 clusters Score -8515736 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2928 members 
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Entering Unmasked Estep 
Score: -8515739.000000 Penalty: 1099.260864
	Iteration 334Q: 3 clusters Score -8515739 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 173366 members 
Entering Unmasked Estep 
Score: -8515737.000000 Penalty: 1099.260864
	Iteration 335Q: 3 clusters Score -8515737 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 173388 members 
Entering Unmasked Estep 
Score: -8515741.000000 Penalty: 1099.260864
	Iteration 336Q: 3 clusters Score -8515741 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 173403 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -8515741 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 173413 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -8515736 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8515735.000000 Penalty: 1099.260864
	Iteration 339Q: 3 clusters Score -8515735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 173442 members 
Entering Unmasked Estep 
Score: -8515737.000000 Penalty: 1099.260864
	Iteration 340F: 3 clusters Score -8515737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 173458 members 
Entering Unmasked Estep 
Score: -8515738.000000 Penalty: 1099.260864
	Iteration 341Q: 3 clusters Score -8515738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 173475 members 
Entering Unmasked Estep 
Score: -8515727.000000 Penalty: 1099.260864
	Iteration 342Q: 3 clusters Score -8515727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 173491 members 
Entering Unmasked Estep 
Score: -8515727.000000 Penalty: 1099.260864
	Iteration 343Q: 3 clusters Score -8515727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 173512 members 
Entering Unmasked Estep 
Score: -8515730.000000 Penalty: 1099.260864
	Iteration 344Q: 3 clusters Score -8515730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 173524 members 
Entering Unmasked Estep 
Score: -8515730.000000 Penalty: 1099.260864
	Iteration 345Q: 3 clusters Score -8515730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 173543 members 
Entering Unmasked Estep 
Score: -8515736.000000 Penalty: 1099.260864
	Iteration 346Q: 3 clusters Score -8515736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 173568 members 
Entering Unmasked Estep 
Score: -8515733.000000 Penalty: 1099.260864
	Iteration 347Q: 3 clusters Score -8515733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 173600 members 
Entering Unmasked Estep 
Score: -8515712.000000 Penalty: 1099.260864
	Iteration 348Q: 3 clusters Score -8515712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 173623 members 
Entering Unmasked Estep 
Score: -8515718.000000 Penalty: 1099.260864
	Iteration 349Q: 3 clusters Score -8515718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 173639 members 
Entering Unmasked Estep 
Score: -8515728.000000 Penalty: 1099.260864
	Iteration 350Q: 3 clusters Score -8515728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 173657 members 
Entering Unmasked Estep 
Score: -8515715.000000 Penalty: 1099.260864
	Iteration 351Q: 3 clusters Score -8515715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 173666 members 
Entering Unmasked Estep 
Score: -8515721.000000 Penalty: 1099.260864
	Iteration 352Q: 3 clusters Score -8515721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -8515717.000000 Penalty: 1099.260864
	Iteration 353Q: 3 clusters Score -8515717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 173684 members 
Entering Unmasked Estep 
Score: -8515721.000000 Penalty: 1099.260864
	Iteration 354Q: 3 clusters Score -8515721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -8515722.000000 Penalty: 1099.260864
	Iteration 355Q: 3 clusters Score -8515722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 173709 members 
Entering Unmasked Estep 
Score: -8515723.000000 Penalty: 1099.260864
	Iteration 356Q: 3 clusters Score -8515723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -8515728.000000 Penalty: 1099.260864
	Iteration 357Q: 3 clusters Score -8515728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 173737 members 
Entering Unmasked Estep 
Score: -8515722.000000 Penalty: 1099.260864
	Iteration 358Q: 3 clusters Score -8515722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 173747 members 
Entering Unmasked Estep 
Score: -8515723.000000 Penalty: 1099.260864
	Iteration 359Q: 3 clusters Score -8515723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 173757 members 
Entering Unmasked Estep 
Score: -8515728.000000 Penalty: 1099.260864
	Iteration 360F: 3 clusters Score -8515728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 173761 members 
Entering Unmasked Estep 
Score: -8515735.000000 Penalty: 1099.260864
	Iteration 361Q: 3 clusters Score -8515735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 173767 members 
Entering Unmasked Estep 
Score: -8515734.000000 Penalty: 1099.260864
	Iteration 362Q: 3 clusters Score -8515734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 173769 members 
Entering Unmasked Estep 
Score: -8515736.000000 Penalty: 1099.260864
	Iteration 363Q: 3 clusters Score -8515736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 173769 members 
Entering Unmasked Estep 
Score: -8515736.000000 Penalty: 1099.260864
	Iteration 364F: 3 clusters Score -8515736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148193 members 
Entering Unmasked Estep 
Score: -7265853.000000 Penalty: 541.735352
	Iteration 0F: 2 clusters Score -7265853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -7165603.000000 Penalty: 1083.470703
	Iteration 0F: 3 clusters Score -7165603 nChanged 72700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7213298 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -7218736.500000 Penalty: 1083.470703
	Iteration 2F: 3 clusters Score -7218736 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73830 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -7227792.500000 Penalty: 1083.470703
	Iteration 3F: 3 clusters Score -7227792 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -7238431.500000 Penalty: 1083.470703
	Iteration 4F: 3 clusters Score -7238432 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -7245568.500000 Penalty: 1083.470703
	Iteration 5F: 3 clusters Score -7245568 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -7248559.500000 Penalty: 1083.470703
	Iteration 6Q: 3 clusters Score -7248560 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -7250206.500000 Penalty: 1083.470703
	Iteration 7Q: 3 clusters Score -7250206 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -7251525.000000 Penalty: 1083.470703
	Iteration 8Q: 3 clusters Score -7251525 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -7252732.000000 Penalty: 1083.470703
	Iteration 9Q: 3 clusters Score -7252732 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -7253984.000000 Penalty: 1083.470703
	Iteration 10Q: 3 clusters Score -7253984 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -7254897.500000 Penalty: 1083.470703
	Iteration 11Q: 3 clusters Score -7254898 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -7255726.500000 Penalty: 1083.470703
	Iteration 12Q: 3 clusters Score -7255726 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 66574 members 
Entering Unmasked Estep 
Score: -7256457.500000 Penalty: 1083.470703
	Iteration 13Q: 3 clusters Score -7256458 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -7257235.500000 Penalty: 1083.470703
	Iteration 14Q: 3 clusters Score -7257236 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -7257817.500000 Penalty: 1083.470703
	Iteration 15Q: 3 clusters Score -7257818 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -7258387.500000 Penalty: 1083.470703
	Iteration 16Q: 3 clusters Score -7258388 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -7258856.500000 Penalty: 1083.470703
	Iteration 17Q: 3 clusters Score -7258856 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 65003 members 
Entering Unmasked Estep 
Score: -7259278.500000 Penalty: 1083.470703
	Iteration 18Q: 3 clusters Score -7259278 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -7259580.500000 Penalty: 1083.470703
	Iteration 19Q: 3 clusters Score -7259580 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83952 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -7259894.000000 Penalty: 1083.470703
	Iteration 20F: 3 clusters Score -7259894 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84373 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -7260161.500000 Penalty: 1083.470703
	Iteration 21Q: 3 clusters Score -7260162 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -7260396.500000 Penalty: 1083.470703
	Iteration 22Q: 3 clusters Score -7260396 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85332 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -7260545.500000 Penalty: 1083.470703
	Iteration 23Q: 3 clusters Score -7260546 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -7260721.500000 Penalty: 1083.470703
	Iteration 24Q: 3 clusters Score -7260722 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -7260868.000000 Penalty: 1083.470703
	Iteration 25Q: 3 clusters Score -7260868 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -7261037.000000 Penalty: 1083.470703
	Iteration 26Q: 3 clusters Score -7261037 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -7261176.000000 Penalty: 1083.470703
	Iteration 27Q: 3 clusters Score -7261176 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -7261251.000000 Penalty: 1083.470703
	Iteration 28Q: 3 clusters Score -7261251 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -7261353.000000 Penalty: 1083.470703
	Iteration 29Q: 3 clusters Score -7261353 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -7261446.500000 Penalty: 1083.470703
	Iteration 30Q: 3 clusters Score -7261446 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90675 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -7261481.000000 Penalty: 1083.470703
	Iteration 31Q: 3 clusters Score -7261481 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -7261516.500000 Penalty: 1083.470703
	Iteration 32Q: 3 clusters Score -7261516 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92194 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -7261559.000000 Penalty: 1083.470703
	Iteration 33Q: 3 clusters Score -7261559 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -7261606.500000 Penalty: 1083.470703
	Iteration 34Q: 3 clusters Score -7261606 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -7261636.000000 Penalty: 1083.470703
	Iteration 35Q: 3 clusters Score -7261636 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -7261733.500000 Penalty: 1083.470703
	Iteration 36Q: 3 clusters Score -7261734 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -7261779.500000 Penalty: 1083.470703
	Iteration 37Q: 3 clusters Score -7261780 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96277 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -7261833.000000 Penalty: 1083.470703
	Iteration 38Q: 3 clusters Score -7261833 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97045 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -7261883.500000 Penalty: 1083.470703
	Iteration 39Q: 3 clusters Score -7261884 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97802 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -7261921.000000 Penalty: 1083.470703
	Iteration 40F: 3 clusters Score -7261921 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -7261961.000000 Penalty: 1083.470703
	Iteration 41Q: 3 clusters Score -7261961 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99412 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -7261992.000000 Penalty: 1083.470703
	Iteration 42Q: 3 clusters Score -7261992 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100218 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -7262037.500000 Penalty: 1083.470703
	Iteration 43Q: 3 clusters Score -7262038 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101044 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -7262080.000000 Penalty: 1083.470703
	Iteration 44Q: 3 clusters Score -7262080 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -7262142.000000 Penalty: 1083.470703
	Iteration 45Q: 3 clusters Score -7262142 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -7262178.500000 Penalty: 1083.470703
	Iteration 46Q: 3 clusters Score -7262178 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -7262222.500000 Penalty: 1083.470703
	Iteration 47Q: 3 clusters Score -7262222 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -7262198.000000 Penalty: 1083.470703
	Iteration 48Q: 3 clusters Score -7262198 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104888 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -7262212.500000 Penalty: 1083.470703
	Iteration 49Q: 3 clusters Score -7262212 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -7262255.000000 Penalty: 1083.470703
	Iteration 50Q: 3 clusters Score -7262255 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -7262331.000000 Penalty: 1083.470703
	Iteration 51Q: 3 clusters Score -7262331 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -7262380.000000 Penalty: 1083.470703
	Iteration 52Q: 3 clusters Score -7262380 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107834 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -7262412.500000 Penalty: 1083.470703
	Iteration 53Q: 3 clusters Score -7262412 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108567 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -7262447.000000 Penalty: 1083.470703
	Iteration 54Q: 3 clusters Score -7262447 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -7262508.500000 Penalty: 1083.470703
	Iteration 55Q: 3 clusters Score -7262508 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109908 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -7262518.500000 Penalty: 1083.470703
	Iteration 56Q: 3 clusters Score -7262518 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110547 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -7262550.500000 Penalty: 1083.470703
	Iteration 57Q: 3 clusters Score -7262550 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -7262591.500000 Penalty: 1083.470703
	Iteration 58Q: 3 clusters Score -7262592 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111761 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -7262674.500000 Penalty: 1083.470703
	Iteration 59Q: 3 clusters Score -7262674 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112378 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -7262724.500000 Penalty: 1083.470703
	Iteration 60F: 3 clusters Score -7262724 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112965 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -7262732.500000 Penalty: 1083.470703
	Iteration 61Q: 3 clusters Score -7262732 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113518 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -7262730.000000 Penalty: 1083.470703
	Iteration 62Q: 3 clusters Score -7262730 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -7262728.000000 Penalty: 1083.470703
	Iteration 63Q: 3 clusters Score -7262728 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114668 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -7262762.500000 Penalty: 1083.470703
	Iteration 64Q: 3 clusters Score -7262762 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115203 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -7262751.500000 Penalty: 1083.470703
	Iteration 65Q: 3 clusters Score -7262752 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115715 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7262774 nChanged 524
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116239 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7262818 nChanged 490
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116729 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7262825 nChanged 524
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Mstep: Class 1 contains 117253 members 
Mstep: Class 2 contains 30940 members 
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	Iteration 69Q: 3 clusters Score -7262864 nChanged 491
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Mstep: Class 1 contains 117744 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7262888 nChanged 487
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Mstep: Class 1 contains 118231 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7262924 nChanged 501
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Mstep: Class 1 contains 118732 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7262943 nChanged 482
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Mstep: Class 1 contains 119214 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7262954 nChanged 502
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Mstep: Class 1 contains 119716 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7262986 nChanged 466
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Mstep: Class 1 contains 120182 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7263030 nChanged 421
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Mstep: Class 1 contains 120603 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7263097 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121048 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7263120 nChanged 425
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Mstep: Class 1 contains 121473 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7263155 nChanged 443
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Mstep: Class 1 contains 121916 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7263174 nChanged 439
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Mstep: Class 1 contains 122355 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7263206 nChanged 440
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Mstep: Class 1 contains 122795 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7263220 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123238 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7263244 nChanged 470
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Mstep: Class 1 contains 123708 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7263214 nChanged 481
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Mstep: Class 1 contains 124189 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7263259 nChanged 476
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Mstep: Class 1 contains 124665 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7263322 nChanged 448
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Mstep: Class 1 contains 125113 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7263324 nChanged 441
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Mstep: Class 1 contains 125554 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7263329 nChanged 441
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Mstep: Class 1 contains 125995 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7263347 nChanged 444
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Mstep: Class 1 contains 126439 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7263416 nChanged 458
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Mstep: Class 1 contains 126897 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7263476 nChanged 467
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Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7263506 nChanged 477
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Mstep: Class 1 contains 127841 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 128321 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7263602 nChanged 477
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Mstep: Class 1 contains 128798 members 
Mstep: Class 2 contains 19395 members 
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	Iteration 94Q: 3 clusters Score -7263640 nChanged 489
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Mstep: Class 1 contains 129287 members 
Mstep: Class 2 contains 18906 members 
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	Iteration 95Q: 3 clusters Score -7263680 nChanged 488
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Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 18418 members 
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	Iteration 96Q: 3 clusters Score -7263729 nChanged 484
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Mstep: Class 1 contains 130259 members 
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	Iteration 97Q: 3 clusters Score -7263786 nChanged 481
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7263826 nChanged 516
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7263905 nChanged 521
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Mstep: Class 1 contains 131777 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7263998 nChanged 524
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7264084 nChanged 524
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Mstep: Class 1 contains 132825 members 
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	Iteration 102Q: 3 clusters Score -7264151 nChanged 519
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Mstep: Class 1 contains 133344 members 
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	Iteration 103Q: 3 clusters Score -7264249 nChanged 521
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	Iteration 104Q: 3 clusters Score -7264332 nChanged 524
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Mstep: Class 1 contains 134389 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7264437 nChanged 517
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Mstep: Class 1 contains 134906 members 
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	Iteration 106Q: 3 clusters Score -7264511 nChanged 491
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	Iteration 107Q: 3 clusters Score -7264591 nChanged 464
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	Iteration 108Q: 3 clusters Score -7264682 nChanged 459
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Mstep: Class 1 contains 136320 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7264758 nChanged 447
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Mstep: Class 2 contains 11426 members 
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	Iteration 110Q: 3 clusters Score -7264824 nChanged 451
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Mstep: Class 1 contains 137218 members 
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	Iteration 111Q: 3 clusters Score -7264892 nChanged 406
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Mstep: Class 1 contains 137624 members 
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	Iteration 112Q: 3 clusters Score -7264916 nChanged 363
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	Iteration 113Q: 3 clusters Score -7264965 nChanged 363
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	Iteration 114Q: 3 clusters Score -7264988 nChanged 368
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	Iteration 115Q: 3 clusters Score -7265033 nChanged 368
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	Iteration 116Q: 3 clusters Score -7265058 nChanged 339
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	Iteration 118Q: 3 clusters Score -7265137 nChanged 329
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	Iteration 119Q: 3 clusters Score -7265181 nChanged 310
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	Iteration 120F: 3 clusters Score -7265222 nChanged 283
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	Iteration 121Q: 3 clusters Score -7265272 nChanged 299
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	Iteration 122Q: 3 clusters Score -7265298 nChanged 285
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	Iteration 123Q: 3 clusters Score -7265318 nChanged 278
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	Iteration 124Q: 3 clusters Score -7265378 nChanged 272
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	Iteration 125Q: 3 clusters Score -7265412 nChanged 262
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	Iteration 126Q: 3 clusters Score -7265462 nChanged 258
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	Iteration 127Q: 3 clusters Score -7265496 nChanged 235
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	Iteration 128Q: 3 clusters Score -7265518 nChanged 210
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	Iteration 129Q: 3 clusters Score -7265517 nChanged 205
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	Iteration 130Q: 3 clusters Score -7265557 nChanged 193
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	Iteration 131Q: 3 clusters Score -7265596 nChanged 197
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	Iteration 132Q: 3 clusters Score -7265630 nChanged 198
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	Iteration 133Q: 3 clusters Score -7265648 nChanged 182
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	Iteration 135Q: 3 clusters Score -7265704 nChanged 170
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	Iteration 137Q: 3 clusters Score -7265724 nChanged 118
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	Iteration 138Q: 3 clusters Score -7265738 nChanged 120
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	Iteration 140F: 3 clusters Score -7265737 nChanged 98
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	Iteration 141Q: 3 clusters Score -7265736 nChanged 104
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	Iteration 142Q: 3 clusters Score -7265745 nChanged 94
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	Iteration 143Q: 3 clusters Score -7265748 nChanged 68
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	Iteration 146Q: 3 clusters Score -7265766 nChanged 54
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	Iteration 147Q: 3 clusters Score -7265758 nChanged 58
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	Iteration 148Q: 3 clusters Score -7265765 nChanged 56
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	Iteration 149Q: 3 clusters Score -7265775 nChanged 53
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	Iteration 150Q: 3 clusters Score -7265780 nChanged 53
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	Iteration 151Q: 3 clusters Score -7265778 nChanged 56
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	Iteration 152Q: 3 clusters Score -7265782 nChanged 58
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	Iteration 153Q: 3 clusters Score -7265776 nChanged 55
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	Iteration 154Q: 3 clusters Score -7265778 nChanged 51
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	Iteration 157Q: 3 clusters Score -7265785 nChanged 45
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	Iteration 158Q: 3 clusters Score -7265780 nChanged 34
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	Iteration 159Q: 3 clusters Score -7265763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145700 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7265751.500000 Penalty: 1083.470703
	Iteration 160F: 3 clusters Score -7265752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145724 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7265763.500000 Penalty: 1083.470703
	Iteration 161Q: 3 clusters Score -7265764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145746 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7265770.000000 Penalty: 1083.470703
	Iteration 162Q: 3 clusters Score -7265770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145765 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7265774.500000 Penalty: 1083.470703
	Iteration 163Q: 3 clusters Score -7265774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145780 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7265769.500000 Penalty: 1083.470703
	Iteration 164Q: 3 clusters Score -7265770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145793 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7265768.500000 Penalty: 1083.470703
	Iteration 165Q: 3 clusters Score -7265768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145807 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7265758.000000 Penalty: 1083.470703
	Iteration 166Q: 3 clusters Score -7265758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145829 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7265757.000000 Penalty: 1083.470703
	Iteration 167Q: 3 clusters Score -7265757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145850 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7265755.000000 Penalty: 1083.470703
	Iteration 168Q: 3 clusters Score -7265755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145867 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7265766.000000 Penalty: 1083.470703
	Iteration 169Q: 3 clusters Score -7265766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145883 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7265763.000000 Penalty: 1083.470703
	Iteration 170Q: 3 clusters Score -7265763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145892 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7265769.000000 Penalty: 1083.470703
	Iteration 171Q: 3 clusters Score -7265769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145908 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7265767.000000 Penalty: 1083.470703
	Iteration 172Q: 3 clusters Score -7265767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145928 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7265774.500000 Penalty: 1083.470703
	Iteration 173Q: 3 clusters Score -7265774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145951 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7265769.000000 Penalty: 1083.470703
	Iteration 174Q: 3 clusters Score -7265769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145976 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7265775.500000 Penalty: 1083.470703
	Iteration 175Q: 3 clusters Score -7265776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145993 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7265777.500000 Penalty: 1083.470703
	Iteration 176Q: 3 clusters Score -7265778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146010 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7265776.500000 Penalty: 1083.470703
	Iteration 177Q: 3 clusters Score -7265776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146022 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7265773.000000 Penalty: 1083.470703
	Iteration 178Q: 3 clusters Score -7265773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146037 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7265777.000000 Penalty: 1083.470703
	Iteration 179Q: 3 clusters Score -7265777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146053 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7265784.500000 Penalty: 1083.470703
	Iteration 180F: 3 clusters Score -7265784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146060 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7265783.000000 Penalty: 1083.470703
	Iteration 181Q: 3 clusters Score -7265783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146064 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7265782.000000 Penalty: 1083.470703
	Iteration 182Q: 3 clusters Score -7265782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146066 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7265781.500000 Penalty: 1083.470703
	Iteration 183Q: 3 clusters Score -7265782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146065 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7265783.500000 Penalty: 1083.470703
	Iteration 184Q: 3 clusters Score -7265784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146067 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7265781.500000 Penalty: 1083.470703
	Iteration 185Q: 3 clusters Score -7265782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146071 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7265782.000000 Penalty: 1083.470703
	Iteration 186Q: 3 clusters Score -7265782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146071 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7265782.000000 Penalty: 1083.470703
	Iteration 187F: 3 clusters Score -7265782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -18844.888672 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -18844.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -18339.712891 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -18339.71 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18612.634766 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -18612.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18756.917969 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -18756.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18852.082031 Penalty: 577.293152
	Iteration 3F: 3 clusters Score -18852.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -18931.939453 Penalty: 577.293152
	Iteration 4F: 3 clusters Score -18931.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18984.703125 Penalty: 577.293152
	Iteration 5F: 3 clusters Score -18984.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19050.744141 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -19050.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19058.089844 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -19058.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19061.628906 Penalty: 577.293152
	Iteration 8Q: 3 clusters Score -19061.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19063.958984 Penalty: 577.293152
	Iteration 9Q: 3 clusters Score -19063.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19072.294922 Penalty: 577.293152
	Iteration 10Q: 3 clusters Score -19072.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19076.937500 Penalty: 577.293152
	Iteration 11Q: 3 clusters Score -19076.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19086.544922 Penalty: 577.293152
	Iteration 12Q: 3 clusters Score -19086.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19090.101562 Penalty: 577.293152
	Iteration 13Q: 3 clusters Score -19090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19092.343750 Penalty: 577.293152
	Iteration 14Q: 3 clusters Score -19092.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19093.548828 Penalty: 577.293152
	Iteration 15Q: 3 clusters Score -19093.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19096.808594 Penalty: 577.293152
	Iteration 16Q: 3 clusters Score -19096.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19099.300781 Penalty: 577.293152
	Iteration 17Q: 3 clusters Score -19099.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19100.287109 Penalty: 577.293152
	Iteration 18Q: 3 clusters Score -19100.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19100.720703 Penalty: 577.293152
	Iteration 19Q: 3 clusters Score -19100.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19100.720703 Penalty: 577.293152
	Iteration 20F: 3 clusters Score -19100.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 107875 members 
Mstep: Class 9 contains 37188 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 195772 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 11945 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 221023 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 39381 members 
Mstep: Class 38 contains 1219 members 
Mstep: Class 39 contains 238294 members 
Mstep: Class 40 contains 1951 members 
Mstep: Class 41 contains 292 members 
Entering Unmasked Estep 
Score: -90544272.000000 Penalty: 27033.578125
Splitting cluster 20 changes total score from -90538448.000000 to -90544272.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 21 (107910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107910 members 
Entering Unmasked Estep 
Score: -5136359.500000 Penalty: 527.301941
	Iteration 0F: 2 clusters Score -5136360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -5063066.500000 Penalty: 1054.603882
	Iteration 0F: 3 clusters Score -5063066 nChanged 52869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -5094987.000000 Penalty: 1054.603882
	Iteration 1F: 3 clusters Score -5094987 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -5097102.000000 Penalty: 1054.603882
	Iteration 2Q: 3 clusters Score -5097102 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -5101508.000000 Penalty: 1054.603882
	Iteration 3F: 3 clusters Score -5101508 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -5109546.000000 Penalty: 1054.603882
	Iteration 4F: 3 clusters Score -5109546 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -5120667.500000 Penalty: 1054.603882
	Iteration 5F: 3 clusters Score -5120668 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -5129841.000000 Penalty: 1054.603882
	Iteration 6F: 3 clusters Score -5129841 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106202 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5134321.000000 Penalty: 1054.603882
	Iteration 7Q: 3 clusters Score -5134321 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107532 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5135573.500000 Penalty: 1054.603882
	Iteration 8Q: 3 clusters Score -5135574 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5135858.500000 Penalty: 1054.603882
	Iteration 9Q: 3 clusters Score -5135858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107856 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5135924.000000 Penalty: 1054.603882
	Iteration 10Q: 3 clusters Score -5135924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107864 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5135938.500000 Penalty: 1054.603882
	Iteration 11Q: 3 clusters Score -5135938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107867 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5135946.500000 Penalty: 1054.603882
	Iteration 12Q: 3 clusters Score -5135946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5135954.500000 Penalty: 1054.603882
	Iteration 13Q: 3 clusters Score -5135954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5135954.000000 Penalty: 1054.603882
	Iteration 14Q: 3 clusters Score -5135954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5135956.500000 Penalty: 1054.603882
	Iteration 15Q: 3 clusters Score -5135956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5135957.000000 Penalty: 1054.603882
	Iteration 16Q: 3 clusters Score -5135957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5135957.000000 Penalty: 1054.603882
	Iteration 17F: 3 clusters Score -5135957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -41854.714844 Penalty: 310.853882
	Iteration 0F: 2 clusters Score -41854.71 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 465 members 
Entering Unmasked Estep 
Score: -41114.125000 Penalty: 621.707764
	Iteration 0F: 3 clusters Score -41114.12 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -41338.425781 Penalty: 621.707764
	Iteration 1F: 3 clusters Score -41338.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -41389.988281 Penalty: 621.707764
	Iteration 2F: 3 clusters Score -41389.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -41420.121094 Penalty: 621.707764
	Iteration 3Q: 3 clusters Score -41420.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -41435.121094 Penalty: 621.707764
	Iteration 4Q: 3 clusters Score -41435.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -41439.332031 Penalty: 621.707764
	Iteration 5Q: 3 clusters Score -41439.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -41445.230469 Penalty: 621.707764
	Iteration 6Q: 3 clusters Score -41445.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -41451.292969 Penalty: 621.707764
	Iteration 7Q: 3 clusters Score -41451.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -41454.843750 Penalty: 621.707764
	Iteration 8Q: 3 clusters Score -41454.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -41456.781250 Penalty: 621.707764
	Iteration 9Q: 3 clusters Score -41456.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -41457.953125 Penalty: 621.707764
	Iteration 10Q: 3 clusters Score -41457.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41459.847656 Penalty: 621.707764
	Iteration 11Q: 3 clusters Score -41459.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41460.101562 Penalty: 621.707764
	Iteration 12Q: 3 clusters Score -41460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -41460.671875 Penalty: 621.707764
	Iteration 13Q: 3 clusters Score -41460.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -41461.316406 Penalty: 621.707764
	Iteration 14Q: 3 clusters Score -41461.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -41462.023438 Penalty: 621.707764
	Iteration 15Q: 3 clusters Score -41462.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -41462.523438 Penalty: 621.707764
	Iteration 16Q: 3 clusters Score -41462.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41463.386719 Penalty: 621.707764
	Iteration 17Q: 3 clusters Score -41463.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41464.000000 Penalty: 621.707764
	Iteration 18Q: 3 clusters Score -41464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41464.406250 Penalty: 621.707764
	Iteration 19Q: 3 clusters Score -41464.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41465.125000 Penalty: 621.707764
	Iteration 20F: 3 clusters Score -41465.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41465.242188 Penalty: 621.707764
	Iteration 21Q: 3 clusters Score -41465.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41465.242188 Penalty: 621.707764
	Iteration 22F: 3 clusters Score -41465.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -76985.375000 Penalty: 333.682281
	Iteration 0F: 2 clusters Score -76985.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -75831.273438 Penalty: 667.364563
	Iteration 0F: 3 clusters Score -75831.27 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -76160.000000 Penalty: 667.364563
	Iteration 1F: 3 clusters Score -76160 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -76217.679688 Penalty: 667.364563
	Iteration 2F: 3 clusters Score -76217.68 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -76269.828125 Penalty: 667.364563
	Iteration 3F: 3 clusters Score -76269.83 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -76305.750000 Penalty: 667.364563
	Iteration 4Q: 3 clusters Score -76305.75 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -76338.437500 Penalty: 667.364563
	Iteration 5Q: 3 clusters Score -76338.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -76361.492188 Penalty: 667.364563
	Iteration 6Q: 3 clusters Score -76361.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -76383.937500 Penalty: 667.364563
	Iteration 7Q: 3 clusters Score -76383.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -76414.226562 Penalty: 667.364563
	Iteration 8Q: 3 clusters Score -76414.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -76449.312500 Penalty: 667.364563
	Iteration 9Q: 3 clusters Score -76449.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -76469.585938 Penalty: 667.364563
	Iteration 10Q: 3 clusters Score -76469.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -76497.460938 Penalty: 667.364563
	Iteration 11Q: 3 clusters Score -76497.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -76519.976562 Penalty: 667.364563
	Iteration 12Q: 3 clusters Score -76519.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -76547.320312 Penalty: 667.364563
	Iteration 13Q: 3 clusters Score -76547.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -76577.929688 Penalty: 667.364563
	Iteration 14Q: 3 clusters Score -76577.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -76607.828125 Penalty: 667.364563
	Iteration 15Q: 3 clusters Score -76607.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -76625.523438 Penalty: 667.364563
	Iteration 16Q: 3 clusters Score -76625.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -76637.695312 Penalty: 667.364563
	Iteration 17Q: 3 clusters Score -76637.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -76656.867188 Penalty: 667.364563
	Iteration 18Q: 3 clusters Score -76656.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -76668.515625 Penalty: 667.364563
	Iteration 19Q: 3 clusters Score -76668.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -76674.250000 Penalty: 667.364563
	Iteration 20F: 3 clusters Score -76674.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -76679.187500 Penalty: 667.364563
	Iteration 21Q: 3 clusters Score -76679.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -76682.429688 Penalty: 667.364563
	Iteration 22Q: 3 clusters Score -76682.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -76687.546875 Penalty: 667.364563
	Iteration 23Q: 3 clusters Score -76687.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -76691.859375 Penalty: 667.364563
	Iteration 24Q: 3 clusters Score -76691.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -76700.218750 Penalty: 667.364563
	Iteration 25Q: 3 clusters Score -76700.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -76702.812500 Penalty: 667.364563
	Iteration 26Q: 3 clusters Score -76702.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -76706.195312 Penalty: 667.364563
	Iteration 27Q: 3 clusters Score -76706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -76708.156250 Penalty: 667.364563
	Iteration 28Q: 3 clusters Score -76708.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -76708.976562 Penalty: 667.364563
	Iteration 29Q: 3 clusters Score -76708.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -76709.789062 Penalty: 667.364563
	Iteration 30Q: 3 clusters Score -76709.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -76711.968750 Penalty: 667.364563
	Iteration 31Q: 3 clusters Score -76711.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -76716.820312 Penalty: 667.364563
	Iteration 32Q: 3 clusters Score -76716.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -76719.289062 Penalty: 667.364563
	Iteration 33Q: 3 clusters Score -76719.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -76721.562500 Penalty: 667.364563
	Iteration 34Q: 3 clusters Score -76721.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -76721.562500 Penalty: 667.364563
	Iteration 35F: 3 clusters Score -76721.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (195772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195772 members 
Entering Unmasked Estep 
Score: -9687755.000000 Penalty: 554.404114
	Iteration 0F: 2 clusters Score -9687755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -9561753.000000 Penalty: 1108.808228
	Iteration 0F: 3 clusters Score -9561753 nChanged 95931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101963 members 
Mstep: Class 2 contains 93809 members 
Entering Unmasked Estep 
Score: -9621040.000000 Penalty: 1108.808228
	Iteration 1F: 3 clusters Score -9621040 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106049 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -9626403.000000 Penalty: 1108.808228
	Iteration 2Q: 3 clusters Score -9626403 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112998 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -9637730.000000 Penalty: 1108.808228
	Iteration 3F: 3 clusters Score -9637730 nChanged 18491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122285 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -9654797.000000 Penalty: 1108.808228
	Iteration 4F: 3 clusters Score -9654797 nChanged 18159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129212 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -9670401.000000 Penalty: 1108.808228
	Iteration 5F: 3 clusters Score -9670401 nChanged 13391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130839 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -9678314.000000 Penalty: 1108.808228
	Iteration 6F: 3 clusters Score -9678314 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129431 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -9680557.000000 Penalty: 1108.808228
	Iteration 7Q: 3 clusters Score -9680557 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127298 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -9681010.000000 Penalty: 1108.808228
	Iteration 8Q: 3 clusters Score -9681010 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125206 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -9681210.000000 Penalty: 1108.808228
	Iteration 9Q: 3 clusters Score -9681210 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123149 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -9681394.000000 Penalty: 1108.808228
	Iteration 10Q: 3 clusters Score -9681394 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121159 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -9681502.000000 Penalty: 1108.808228
	Iteration 11Q: 3 clusters Score -9681502 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119282 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -9681606.000000 Penalty: 1108.808228
	Iteration 12Q: 3 clusters Score -9681606 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -9681652.000000 Penalty: 1108.808228
	Iteration 13Q: 3 clusters Score -9681652 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115555 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -9681703.000000 Penalty: 1108.808228
	Iteration 14Q: 3 clusters Score -9681703 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113630 members 
Mstep: Class 2 contains 82142 members 
Entering Unmasked Estep 
Score: -9681868.000000 Penalty: 1108.808228
	Iteration 15Q: 3 clusters Score -9681868 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111487 members 
Mstep: Class 2 contains 84285 members 
Entering Unmasked Estep 
Score: -9681982.000000 Penalty: 1108.808228
	Iteration 16Q: 3 clusters Score -9681982 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109266 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -9681881.000000 Penalty: 1108.808228
	Iteration 17Q: 3 clusters Score -9681881 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106904 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -9681801.000000 Penalty: 1108.808228
	Iteration 18Q: 3 clusters Score -9681801 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104385 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -9681773.000000 Penalty: 1108.808228
	Iteration 19Q: 3 clusters Score -9681773 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -9681588.000000 Penalty: 1108.808228
	Iteration 20F: 3 clusters Score -9681588 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -9681501.000000 Penalty: 1108.808228
	Iteration 21Q: 3 clusters Score -9681501 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 99906 members 
Entering Unmasked Estep 
Score: -9681606.000000 Penalty: 1108.808228
	Iteration 22Q: 3 clusters Score -9681606 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 103039 members 
Entering Unmasked Estep 
Score: -9681838.000000 Penalty: 1108.808228
	Iteration 23Q: 3 clusters Score -9681838 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -9682030.000000 Penalty: 1108.808228
	Iteration 24Q: 3 clusters Score -9682030 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 109754 members 
Entering Unmasked Estep 
Score: -9682429.000000 Penalty: 1108.808228
	Iteration 25Q: 3 clusters Score -9682429 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 113201 members 
Entering Unmasked Estep 
Score: -9682951.000000 Penalty: 1108.808228
	Iteration 26Q: 3 clusters Score -9682951 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 116729 members 
Entering Unmasked Estep 
Score: -9683523.000000 Penalty: 1108.808228
	Iteration 27Q: 3 clusters Score -9683523 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 120399 members 
Entering Unmasked Estep 
Score: -9684054.000000 Penalty: 1108.808228
	Iteration 28Q: 3 clusters Score -9684054 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 124466 members 
Entering Unmasked Estep 
Score: -9684690.000000 Penalty: 1108.808228
	Iteration 29Q: 3 clusters Score -9684690 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 128638 members 
Entering Unmasked Estep 
Score: -9685241.000000 Penalty: 1108.808228
	Iteration 30Q: 3 clusters Score -9685241 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 132851 members 
Entering Unmasked Estep 
Score: -9686006.000000 Penalty: 1108.808228
	Iteration 31Q: 3 clusters Score -9686006 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 136909 members 
Entering Unmasked Estep 
Score: -9686657.000000 Penalty: 1108.808228
	Iteration 32Q: 3 clusters Score -9686657 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 140709 members 
Entering Unmasked Estep 
Score: -9687231.000000 Penalty: 1108.808228
	Iteration 33Q: 3 clusters Score -9687231 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 144175 members 
Entering Unmasked Estep 
Score: -9687618.000000 Penalty: 1108.808228
	Iteration 34Q: 3 clusters Score -9687618 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -9688019.000000 Penalty: 1108.808228
	Iteration 35Q: 3 clusters Score -9688019 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 150132 members 
Entering Unmasked Estep 
Score: -9688395.000000 Penalty: 1108.808228
	Iteration 36Q: 3 clusters Score -9688395 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 152788 members 
Entering Unmasked Estep 
Score: -9688715.000000 Penalty: 1108.808228
	Iteration 37Q: 3 clusters Score -9688715 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 155334 members 
Entering Unmasked Estep 
Score: -9688984.000000 Penalty: 1108.808228
	Iteration 38Q: 3 clusters Score -9688984 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 157762 members 
Entering Unmasked Estep 
Score: -9689166.000000 Penalty: 1108.808228
	Iteration 39Q: 3 clusters Score -9689166 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 160074 members 
Entering Unmasked Estep 
Score: -9689667.000000 Penalty: 1108.808228
	Iteration 40F: 3 clusters Score -9689667 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 162158 members 
Entering Unmasked Estep 
Score: -9690504.000000 Penalty: 1108.808228
	Iteration 41Q: 3 clusters Score -9690504 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 163990 members 
Entering Unmasked Estep 
Score: -9691237.000000 Penalty: 1108.808228
	Iteration 42Q: 3 clusters Score -9691237 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 165651 members 
Entering Unmasked Estep 
Score: -9691757.000000 Penalty: 1108.808228
	Iteration 43Q: 3 clusters Score -9691757 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 167119 members 
Entering Unmasked Estep 
Score: -9692139.000000 Penalty: 1108.808228
	Iteration 44Q: 3 clusters Score -9692139 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 168400 members 
Entering Unmasked Estep 
Score: -9692477.000000 Penalty: 1108.808228
	Iteration 45Q: 3 clusters Score -9692477 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 169568 members 
Entering Unmasked Estep 
Score: -9692719.000000 Penalty: 1108.808228
	Iteration 46Q: 3 clusters Score -9692719 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 170618 members 
Entering Unmasked Estep 
Score: -9692897.000000 Penalty: 1108.808228
	Iteration 47Q: 3 clusters Score -9692897 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 171547 members 
Entering Unmasked Estep 
Score: -9693058.000000 Penalty: 1108.808228
	Iteration 48Q: 3 clusters Score -9693058 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 172347 members 
Entering Unmasked Estep 
Score: -9693138.000000 Penalty: 1108.808228
	Iteration 49Q: 3 clusters Score -9693138 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 173014 members 
Entering Unmasked Estep 
Score: -9693200.000000 Penalty: 1108.808228
	Iteration 50Q: 3 clusters Score -9693200 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 173600 members 
Entering Unmasked Estep 
Score: -9693271.000000 Penalty: 1108.808228
	Iteration 51Q: 3 clusters Score -9693271 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -9693243.000000 Penalty: 1108.808228
	Iteration 52Q: 3 clusters Score -9693243 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 174729 members 
Entering Unmasked Estep 
Score: -9693231.000000 Penalty: 1108.808228
	Iteration 53Q: 3 clusters Score -9693231 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 175220 members 
Entering Unmasked Estep 
Score: -9693223.000000 Penalty: 1108.808228
	Iteration 54Q: 3 clusters Score -9693223 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 175677 members 
Entering Unmasked Estep 
Score: -9693227.000000 Penalty: 1108.808228
	Iteration 55Q: 3 clusters Score -9693227 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 176080 members 
Entering Unmasked Estep 
Score: -9693215.000000 Penalty: 1108.808228
	Iteration 56Q: 3 clusters Score -9693215 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 176459 members 
Entering Unmasked Estep 
Score: -9693203.000000 Penalty: 1108.808228
	Iteration 57Q: 3 clusters Score -9693203 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 176784 members 
Entering Unmasked Estep 
Score: -9693197.000000 Penalty: 1108.808228
	Iteration 58Q: 3 clusters Score -9693197 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 177071 members 
Entering Unmasked Estep 
Score: -9693141.000000 Penalty: 1108.808228
	Iteration 59Q: 3 clusters Score -9693141 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 177353 members 
Entering Unmasked Estep 
Score: -9693159.000000 Penalty: 1108.808228
	Iteration 60F: 3 clusters Score -9693159 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 177615 members 
Entering Unmasked Estep 
Score: -9693151.000000 Penalty: 1108.808228
	Iteration 61Q: 3 clusters Score -9693151 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 177860 members 
Entering Unmasked Estep 
Score: -9693133.000000 Penalty: 1108.808228
	Iteration 62Q: 3 clusters Score -9693133 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 178070 members 
Entering Unmasked Estep 
Score: -9693121.000000 Penalty: 1108.808228
	Iteration 63Q: 3 clusters Score -9693121 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 178254 members 
Entering Unmasked Estep 
Score: -9693128.000000 Penalty: 1108.808228
	Iteration 64Q: 3 clusters Score -9693128 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 178425 members 
Entering Unmasked Estep 
Score: -9693105.000000 Penalty: 1108.808228
	Iteration 65Q: 3 clusters Score -9693105 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 178590 members 
Entering Unmasked Estep 
Score: -9693109.000000 Penalty: 1108.808228
	Iteration 66Q: 3 clusters Score -9693109 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 178752 members 
Entering Unmasked Estep 
Score: -9693126.000000 Penalty: 1108.808228
	Iteration 67Q: 3 clusters Score -9693126 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 178894 members 
Entering Unmasked Estep 
Score: -9693124.000000 Penalty: 1108.808228
	Iteration 68Q: 3 clusters Score -9693124 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -9693115.000000 Penalty: 1108.808228
	Iteration 69Q: 3 clusters Score -9693115 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -9693099.000000 Penalty: 1108.808228
	Iteration 70Q: 3 clusters Score -9693099 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 179256 members 
Entering Unmasked Estep 
Score: -9693056.000000 Penalty: 1108.808228
	Iteration 71Q: 3 clusters Score -9693056 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 179347 members 
Entering Unmasked Estep 
Score: -9693037.000000 Penalty: 1108.808228
	Iteration 72Q: 3 clusters Score -9693037 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 179445 members 
Entering Unmasked Estep 
Score: -9693029.000000 Penalty: 1108.808228
	Iteration 73Q: 3 clusters Score -9693029 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 179547 members 
Entering Unmasked Estep 
Score: -9693007.000000 Penalty: 1108.808228
	Iteration 74Q: 3 clusters Score -9693007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 179647 members 
Entering Unmasked Estep 
Score: -9693028.000000 Penalty: 1108.808228
	Iteration 75Q: 3 clusters Score -9693028 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 179748 members 
Entering Unmasked Estep 
Score: -9693016.000000 Penalty: 1108.808228
	Iteration 76Q: 3 clusters Score -9693016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 179833 members 
Entering Unmasked Estep 
Score: -9693010.000000 Penalty: 1108.808228
	Iteration 77Q: 3 clusters Score -9693010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 179911 members 
Entering Unmasked Estep 
Score: -9692998.000000 Penalty: 1108.808228
	Iteration 78Q: 3 clusters Score -9692998 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 179998 members 
Entering Unmasked Estep 
Score: -9693002.000000 Penalty: 1108.808228
	Iteration 79Q: 3 clusters Score -9693002 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 180081 members 
Entering Unmasked Estep 
Score: -9692991.000000 Penalty: 1108.808228
	Iteration 80F: 3 clusters Score -9692991 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 180160 members 
Entering Unmasked Estep 
Score: -9692980.000000 Penalty: 1108.808228
	Iteration 81Q: 3 clusters Score -9692980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 180233 members 
Entering Unmasked Estep 
Score: -9692970.000000 Penalty: 1108.808228
	Iteration 82Q: 3 clusters Score -9692970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 180296 members 
Entering Unmasked Estep 
Score: -9692967.000000 Penalty: 1108.808228
	Iteration 83Q: 3 clusters Score -9692967 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 180360 members 
Entering Unmasked Estep 
Score: -9692974.000000 Penalty: 1108.808228
	Iteration 84Q: 3 clusters Score -9692974 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 180417 members 
Entering Unmasked Estep 
Score: -9692971.000000 Penalty: 1108.808228
	Iteration 85Q: 3 clusters Score -9692971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 180476 members 
Entering Unmasked Estep 
Score: -9692980.000000 Penalty: 1108.808228
	Iteration 86Q: 3 clusters Score -9692980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 180539 members 
Entering Unmasked Estep 
Score: -9692978.000000 Penalty: 1108.808228
	Iteration 87Q: 3 clusters Score -9692978 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 180606 members 
Entering Unmasked Estep 
Score: -9692972.000000 Penalty: 1108.808228
	Iteration 88Q: 3 clusters Score -9692972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 180650 members 
Entering Unmasked Estep 
Score: -9692984.000000 Penalty: 1108.808228
	Iteration 89Q: 3 clusters Score -9692984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 180681 members 
Entering Unmasked Estep 
Score: -9692975.000000 Penalty: 1108.808228
	Iteration 90Q: 3 clusters Score -9692975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 180709 members 
Entering Unmasked Estep 
Score: -9692965.000000 Penalty: 1108.808228
	Iteration 91Q: 3 clusters Score -9692965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 180727 members 
Entering Unmasked Estep 
Score: -9692966.000000 Penalty: 1108.808228
	Iteration 92Q: 3 clusters Score -9692966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 180755 members 
Entering Unmasked Estep 
Score: -9692955.000000 Penalty: 1108.808228
	Iteration 93Q: 3 clusters Score -9692955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 180775 members 
Entering Unmasked Estep 
Score: -9692945.000000 Penalty: 1108.808228
	Iteration 94Q: 3 clusters Score -9692945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 180795 members 
Entering Unmasked Estep 
Score: -9692943.000000 Penalty: 1108.808228
	Iteration 95Q: 3 clusters Score -9692943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 180810 members 
Entering Unmasked Estep 
Score: -9692952.000000 Penalty: 1108.808228
	Iteration 96Q: 3 clusters Score -9692952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 180826 members 
Entering Unmasked Estep 
Score: -9692945.000000 Penalty: 1108.808228
	Iteration 97Q: 3 clusters Score -9692945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 180844 members 
Entering Unmasked Estep 
Score: -9692929.000000 Penalty: 1108.808228
	Iteration 98Q: 3 clusters Score -9692929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 180862 members 
Entering Unmasked Estep 
Score: -9692938.000000 Penalty: 1108.808228
	Iteration 99Q: 3 clusters Score -9692938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 180877 members 
Entering Unmasked Estep 
Score: -9692944.000000 Penalty: 1108.808228
	Iteration 100F: 3 clusters Score -9692944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 180889 members 
Entering Unmasked Estep 
Score: -9692932.000000 Penalty: 1108.808228
	Iteration 101Q: 3 clusters Score -9692932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 180905 members 
Entering Unmasked Estep 
Score: -9692934.000000 Penalty: 1108.808228
	Iteration 102Q: 3 clusters Score -9692934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 180918 members 
Entering Unmasked Estep 
Score: -9692929.000000 Penalty: 1108.808228
	Iteration 103Q: 3 clusters Score -9692929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 180930 members 
Entering Unmasked Estep 
Score: -9692925.000000 Penalty: 1108.808228
	Iteration 104Q: 3 clusters Score -9692925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 180944 members 
Entering Unmasked Estep 
Score: -9692931.000000 Penalty: 1108.808228
	Iteration 105Q: 3 clusters Score -9692931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 180960 members 
Entering Unmasked Estep 
Score: -9692927.000000 Penalty: 1108.808228
	Iteration 106Q: 3 clusters Score -9692927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 180976 members 
Entering Unmasked Estep 
Score: -9692920.000000 Penalty: 1108.808228
	Iteration 107Q: 3 clusters Score -9692920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 180995 members 
Entering Unmasked Estep 
Score: -9692914.000000 Penalty: 1108.808228
	Iteration 108Q: 3 clusters Score -9692914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 181006 members 
Entering Unmasked Estep 
Score: -9692908.000000 Penalty: 1108.808228
	Iteration 109Q: 3 clusters Score -9692908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 181013 members 
Entering Unmasked Estep 
Score: -9692902.000000 Penalty: 1108.808228
	Iteration 110Q: 3 clusters Score -9692902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 181019 members 
Entering Unmasked Estep 
Score: -9692901.000000 Penalty: 1108.808228
	Iteration 111Q: 3 clusters Score -9692901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 181026 members 
Entering Unmasked Estep 
Score: -9692888.000000 Penalty: 1108.808228
	Iteration 112Q: 3 clusters Score -9692888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 181031 members 
Entering Unmasked Estep 
Score: -9692892.000000 Penalty: 1108.808228
	Iteration 113Q: 3 clusters Score -9692892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 181037 members 
Entering Unmasked Estep 
Score: -9692895.000000 Penalty: 1108.808228
	Iteration 114Q: 3 clusters Score -9692895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 181045 members 
Entering Unmasked Estep 
Score: -9692891.000000 Penalty: 1108.808228
	Iteration 115Q: 3 clusters Score -9692891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 181049 members 
Entering Unmasked Estep 
Score: -9692893.000000 Penalty: 1108.808228
	Iteration 116Q: 3 clusters Score -9692893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 181050 members 
Entering Unmasked Estep 
Score: -9692897.000000 Penalty: 1108.808228
	Iteration 117Q: 3 clusters Score -9692897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 181050 members 
Entering Unmasked Estep 
Score: -9692897.000000 Penalty: 1108.808228
	Iteration 118F: 3 clusters Score -9692897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 107875 members 
Mstep: Class 9 contains 37188 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 14722 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 11945 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 221023 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 39381 members 
Mstep: Class 38 contains 1219 members 
Mstep: Class 39 contains 238294 members 
Mstep: Class 40 contains 1951 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 181050 members 
Entering Unmasked Estep 
Score: -90549256.000000 Penalty: 27692.933594
Splitting cluster 24 changes total score from -90538448.000000 to -90549256.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 25 (19188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Entering Unmasked Estep 
Score: -906290.875000 Penalty: 448.722839
	Iteration 0F: 2 clusters Score -906290.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -893586.562500 Penalty: 897.445679
	Iteration 0F: 3 clusters Score -893586.6 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -898953.750000 Penalty: 897.445679
	Iteration 1F: 3 clusters Score -898953.8 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -899642.187500 Penalty: 897.445679
	Iteration 2F: 3 clusters Score -899642.2 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -900654.812500 Penalty: 897.445679
	Iteration 3F: 3 clusters Score -900654.8 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -902015.875000 Penalty: 897.445679
	Iteration 4F: 3 clusters Score -902015.9 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -903477.562500 Penalty: 897.445679
	Iteration 5F: 3 clusters Score -903477.6 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -904674.875000 Penalty: 897.445679
	Iteration 6F: 3 clusters Score -904674.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -905419.500000 Penalty: 897.445679
	Iteration 7Q: 3 clusters Score -905419.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -905719.562500 Penalty: 897.445679
	Iteration 8Q: 3 clusters Score -905719.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -905832.437500 Penalty: 897.445679
	Iteration 9Q: 3 clusters Score -905832.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -905878.937500 Penalty: 897.445679
	Iteration 10Q: 3 clusters Score -905878.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -905904.562500 Penalty: 897.445679
	Iteration 11Q: 3 clusters Score -905904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -905913.687500 Penalty: 897.445679
	Iteration 12Q: 3 clusters Score -905913.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -905923.750000 Penalty: 897.445679
	Iteration 13Q: 3 clusters Score -905923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -905926.687500 Penalty: 897.445679
	Iteration 14Q: 3 clusters Score -905926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -905927.187500 Penalty: 897.445679
	Iteration 15Q: 3 clusters Score -905927.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -905927.187500 Penalty: 897.445679
	Iteration 16F: 3 clusters Score -905927.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Entering Unmasked Estep 
Score: -340229.750000 Penalty: 403.429474
	Iteration 0F: 2 clusters Score -340229.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -335476.375000 Penalty: 806.858948
	Iteration 0F: 3 clusters Score -335476.4 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -337269.812500 Penalty: 806.858948
	Iteration 1F: 3 clusters Score -337269.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -337427.031250 Penalty: 806.858948
	Iteration 2F: 3 clusters Score -337427 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -337653.218750 Penalty: 806.858948
	Iteration 3F: 3 clusters Score -337653.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -337964.125000 Penalty: 806.858948
	Iteration 4F: 3 clusters Score -337964.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -338358.000000 Penalty: 806.858948
	Iteration 5F: 3 clusters Score -338358 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -338715.062500 Penalty: 806.858948
	Iteration 6F: 3 clusters Score -338715.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -338926.093750 Penalty: 806.858948
	Iteration 7F: 3 clusters Score -338926.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -339044.218750 Penalty: 806.858948
	Iteration 8Q: 3 clusters Score -339044.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -339125.218750 Penalty: 806.858948
	Iteration 9Q: 3 clusters Score -339125.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -339200.625000 Penalty: 806.858948
	Iteration 10Q: 3 clusters Score -339200.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -339291.312500 Penalty: 806.858948
	Iteration 11Q: 3 clusters Score -339291.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -339385.843750 Penalty: 806.858948
	Iteration 12Q: 3 clusters Score -339385.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -339460.593750 Penalty: 806.858948
	Iteration 13Q: 3 clusters Score -339460.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -339520.531250 Penalty: 806.858948
	Iteration 14Q: 3 clusters Score -339520.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -339574.343750 Penalty: 806.858948
	Iteration 15Q: 3 clusters Score -339574.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -339620.687500 Penalty: 806.858948
	Iteration 16Q: 3 clusters Score -339620.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -339649.656250 Penalty: 806.858948
	Iteration 17Q: 3 clusters Score -339649.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -339667.968750 Penalty: 806.858948
	Iteration 18Q: 3 clusters Score -339668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -339689.375000 Penalty: 806.858948
	Iteration 19Q: 3 clusters Score -339689.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -339714.937500 Penalty: 806.858948
	Iteration 20F: 3 clusters Score -339714.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -339731.093750 Penalty: 806.858948
	Iteration 21Q: 3 clusters Score -339731.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -339737.375000 Penalty: 806.858948
	Iteration 22Q: 3 clusters Score -339737.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -339742.781250 Penalty: 806.858948
	Iteration 23Q: 3 clusters Score -339742.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -339744.718750 Penalty: 806.858948
	Iteration 24Q: 3 clusters Score -339744.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -339746.968750 Penalty: 806.858948
	Iteration 25Q: 3 clusters Score -339747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -339747.906250 Penalty: 806.858948
	Iteration 26Q: 3 clusters Score -339747.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -339750.093750 Penalty: 806.858948
	Iteration 27Q: 3 clusters Score -339750.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -339752.625000 Penalty: 806.858948
	Iteration 28Q: 3 clusters Score -339752.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -339755.843750 Penalty: 806.858948
	Iteration 29Q: 3 clusters Score -339755.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -339760.406250 Penalty: 806.858948
	Iteration 30Q: 3 clusters Score -339760.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -339767.500000 Penalty: 806.858948
	Iteration 31Q: 3 clusters Score -339767.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -339773.343750 Penalty: 806.858948
	Iteration 32Q: 3 clusters Score -339773.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -339779.812500 Penalty: 806.858948
	Iteration 33Q: 3 clusters Score -339779.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -339784.937500 Penalty: 806.858948
	Iteration 34Q: 3 clusters Score -339784.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -339787.500000 Penalty: 806.858948
	Iteration 35Q: 3 clusters Score -339787.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -339790.000000 Penalty: 806.858948
	Iteration 36Q: 3 clusters Score -339790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -339793.343750 Penalty: 806.858948
	Iteration 37Q: 3 clusters Score -339793.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -339796.812500 Penalty: 806.858948
	Iteration 38Q: 3 clusters Score -339796.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -339799.031250 Penalty: 806.858948
	Iteration 39Q: 3 clusters Score -339799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -339801.375000 Penalty: 806.858948
	Iteration 40F: 3 clusters Score -339801.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -339802.781250 Penalty: 806.858948
	Iteration 41Q: 3 clusters Score -339802.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -339807.062500 Penalty: 806.858948
	Iteration 42Q: 3 clusters Score -339807.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -339812.500000 Penalty: 806.858948
	Iteration 43Q: 3 clusters Score -339812.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -339816.906250 Penalty: 806.858948
	Iteration 44Q: 3 clusters Score -339816.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -339819.687500 Penalty: 806.858948
	Iteration 45Q: 3 clusters Score -339819.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -339820.906250 Penalty: 806.858948
	Iteration 46Q: 3 clusters Score -339820.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -339825.156250 Penalty: 806.858948
	Iteration 47Q: 3 clusters Score -339825.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -339827.562500 Penalty: 806.858948
	Iteration 48Q: 3 clusters Score -339827.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -339830.343750 Penalty: 806.858948
	Iteration 49Q: 3 clusters Score -339830.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -339830.156250 Penalty: 806.858948
	Iteration 50Q: 3 clusters Score -339830.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -339831.468750 Penalty: 806.858948
	Iteration 51Q: 3 clusters Score -339831.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -339833.093750 Penalty: 806.858948
	Iteration 52Q: 3 clusters Score -339833.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -339834.093750 Penalty: 806.858948
	Iteration 53Q: 3 clusters Score -339834.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -339834.531250 Penalty: 806.858948
	Iteration 54Q: 3 clusters Score -339834.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -339835.281250 Penalty: 806.858948
	Iteration 55Q: 3 clusters Score -339835.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -339836.343750 Penalty: 806.858948
	Iteration 56Q: 3 clusters Score -339836.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -339838.718750 Penalty: 806.858948
	Iteration 57Q: 3 clusters Score -339838.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -339841.125000 Penalty: 806.858948
	Iteration 58Q: 3 clusters Score -339841.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -339843.656250 Penalty: 806.858948
	Iteration 59Q: 3 clusters Score -339843.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -339844.968750 Penalty: 806.858948
	Iteration 60F: 3 clusters Score -339845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -339845.468750 Penalty: 806.858948
	Iteration 61Q: 3 clusters Score -339845.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -339847.375000 Penalty: 806.858948
	Iteration 62Q: 3 clusters Score -339847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -339848.125000 Penalty: 806.858948
	Iteration 63Q: 3 clusters Score -339848.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -339848.343750 Penalty: 806.858948
	Iteration 64Q: 3 clusters Score -339848.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -339849.750000 Penalty: 806.858948
	Iteration 65Q: 3 clusters Score -339849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -339849.375000 Penalty: 806.858948
	Iteration 66Q: 3 clusters Score -339849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -339849.250000 Penalty: 806.858948
	Iteration 67Q: 3 clusters Score -339849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -339849.250000 Penalty: 806.858948
	Iteration 68F: 3 clusters Score -339849.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Entering Unmasked Estep 
Score: -585148.625000 Penalty: 427.157104
	Iteration 0F: 2 clusters Score -585148.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -577332.375000 Penalty: 854.314209
	Iteration 0F: 3 clusters Score -577332.4 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -582096.687500 Penalty: 854.314209
	Iteration 1F: 3 clusters Score -582096.7 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -583542.125000 Penalty: 854.314209
	Iteration 2F: 3 clusters Score -583542.1 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -584650.562500 Penalty: 854.314209
	Iteration 3F: 3 clusters Score -584650.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -585347.937500 Penalty: 854.314209
	Iteration 4F: 3 clusters Score -585347.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -585614.375000 Penalty: 854.314209
	Iteration 5Q: 3 clusters Score -585614.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -585710.812500 Penalty: 854.314209
	Iteration 6Q: 3 clusters Score -585710.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -585770.000000 Penalty: 854.314209
	Iteration 7Q: 3 clusters Score -585770 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -585801.500000 Penalty: 854.314209
	Iteration 8Q: 3 clusters Score -585801.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -585830.250000 Penalty: 854.314209
	Iteration 9Q: 3 clusters Score -585830.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -585857.812500 Penalty: 854.314209
	Iteration 10Q: 3 clusters Score -585857.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -585880.187500 Penalty: 854.314209
	Iteration 11Q: 3 clusters Score -585880.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -585903.125000 Penalty: 854.314209
	Iteration 12Q: 3 clusters Score -585903.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -585941.250000 Penalty: 854.314209
	Iteration 13Q: 3 clusters Score -585941.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -585973.625000 Penalty: 854.314209
	Iteration 14Q: 3 clusters Score -585973.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -585998.250000 Penalty: 854.314209
	Iteration 15Q: 3 clusters Score -585998.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -586027.562500 Penalty: 854.314209
	Iteration 16Q: 3 clusters Score -586027.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -586042.250000 Penalty: 854.314209
	Iteration 17Q: 3 clusters Score -586042.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -586047.312500 Penalty: 854.314209
	Iteration 18Q: 3 clusters Score -586047.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -586049.125000 Penalty: 854.314209
	Iteration 19Q: 3 clusters Score -586049.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -586050.062500 Penalty: 854.314209
	Iteration 20F: 3 clusters Score -586050.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -586054.875000 Penalty: 854.314209
	Iteration 21Q: 3 clusters Score -586054.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -586055.125000 Penalty: 854.314209
	Iteration 22Q: 3 clusters Score -586055.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -586055.937500 Penalty: 854.314209
	Iteration 23Q: 3 clusters Score -586055.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -586057.125000 Penalty: 854.314209
	Iteration 24Q: 3 clusters Score -586057.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -586058.375000 Penalty: 854.314209
	Iteration 25Q: 3 clusters Score -586058.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -586060.437500 Penalty: 854.314209
	Iteration 26Q: 3 clusters Score -586060.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -586062.875000 Penalty: 854.314209
	Iteration 27Q: 3 clusters Score -586062.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -586064.250000 Penalty: 854.314209
	Iteration 28Q: 3 clusters Score -586064.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -586067.812500 Penalty: 854.314209
	Iteration 29Q: 3 clusters Score -586067.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -586066.500000 Penalty: 854.314209
	Iteration 30Q: 3 clusters Score -586066.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -586068.625000 Penalty: 854.314209
	Iteration 31Q: 3 clusters Score -586068.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -586071.937500 Penalty: 854.314209
	Iteration 32Q: 3 clusters Score -586071.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -586078.000000 Penalty: 854.314209
	Iteration 33Q: 3 clusters Score -586078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -586082.250000 Penalty: 854.314209
	Iteration 34Q: 3 clusters Score -586082.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -586087.250000 Penalty: 854.314209
	Iteration 35Q: 3 clusters Score -586087.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -586099.250000 Penalty: 854.314209
	Iteration 36Q: 3 clusters Score -586099.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -586105.250000 Penalty: 854.314209
	Iteration 37Q: 3 clusters Score -586105.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -586114.562500 Penalty: 854.314209
	Iteration 38Q: 3 clusters Score -586114.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -586116.687500 Penalty: 854.314209
	Iteration 39Q: 3 clusters Score -586116.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -586124.750000 Penalty: 854.314209
	Iteration 40F: 3 clusters Score -586124.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -586133.750000 Penalty: 854.314209
	Iteration 41Q: 3 clusters Score -586133.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -586138.875000 Penalty: 854.314209
	Iteration 42Q: 3 clusters Score -586138.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -586142.500000 Penalty: 854.314209
	Iteration 43Q: 3 clusters Score -586142.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -586148.625000 Penalty: 854.314209
	Iteration 44Q: 3 clusters Score -586148.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -586149.500000 Penalty: 854.314209
	Iteration 45Q: 3 clusters Score -586149.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -586152.250000 Penalty: 854.314209
	Iteration 46Q: 3 clusters Score -586152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -586153.250000 Penalty: 854.314209
	Iteration 47Q: 3 clusters Score -586153.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -586154.812500 Penalty: 854.314209
	Iteration 48Q: 3 clusters Score -586154.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -586158.625000 Penalty: 854.314209
	Iteration 49Q: 3 clusters Score -586158.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -586161.562500 Penalty: 854.314209
	Iteration 50Q: 3 clusters Score -586161.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -586164.500000 Penalty: 854.314209
	Iteration 51Q: 3 clusters Score -586164.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -586165.375000 Penalty: 854.314209
	Iteration 52Q: 3 clusters Score -586165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -586167.187500 Penalty: 854.314209
	Iteration 53Q: 3 clusters Score -586167.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -586173.187500 Penalty: 854.314209
	Iteration 54Q: 3 clusters Score -586173.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -586177.437500 Penalty: 854.314209
	Iteration 55Q: 3 clusters Score -586177.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -586179.437500 Penalty: 854.314209
	Iteration 56Q: 3 clusters Score -586179.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -586187.875000 Penalty: 854.314209
	Iteration 57Q: 3 clusters Score -586187.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -586196.937500 Penalty: 854.314209
	Iteration 58Q: 3 clusters Score -586196.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -586207.625000 Penalty: 854.314209
	Iteration 59Q: 3 clusters Score -586207.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -586219.750000 Penalty: 854.314209
	Iteration 60F: 3 clusters Score -586219.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -586229.875000 Penalty: 854.314209
	Iteration 61Q: 3 clusters Score -586229.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -586238.312500 Penalty: 854.314209
	Iteration 62Q: 3 clusters Score -586238.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -586243.125000 Penalty: 854.314209
	Iteration 63Q: 3 clusters Score -586243.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -586251.937500 Penalty: 854.314209
	Iteration 64Q: 3 clusters Score -586251.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -586260.000000 Penalty: 854.314209
	Iteration 65Q: 3 clusters Score -586260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -586263.312500 Penalty: 854.314209
	Iteration 66Q: 3 clusters Score -586263.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -586266.500000 Penalty: 854.314209
	Iteration 67Q: 3 clusters Score -586266.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -586271.562500 Penalty: 854.314209
	Iteration 68Q: 3 clusters Score -586271.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -586275.187500 Penalty: 854.314209
	Iteration 69Q: 3 clusters Score -586275.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -586279.125000 Penalty: 854.314209
	Iteration 70Q: 3 clusters Score -586279.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -586283.125000 Penalty: 854.314209
	Iteration 71Q: 3 clusters Score -586283.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -586286.500000 Penalty: 854.314209
	Iteration 72Q: 3 clusters Score -586286.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -586286.000000 Penalty: 854.314209
	Iteration 73Q: 3 clusters Score -586286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -586286.812500 Penalty: 854.314209
	Iteration 74Q: 3 clusters Score -586286.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -586287.125000 Penalty: 854.314209
	Iteration 75Q: 3 clusters Score -586287.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -586289.000000 Penalty: 854.314209
	Iteration 76Q: 3 clusters Score -586289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -586289.500000 Penalty: 854.314209
	Iteration 77Q: 3 clusters Score -586289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -586289.250000 Penalty: 854.314209
	Iteration 78Q: 3 clusters Score -586289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -586290.312500 Penalty: 854.314209
	Iteration 79Q: 3 clusters Score -586290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -586289.500000 Penalty: 854.314209
	Iteration 80F: 3 clusters Score -586289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -586289.500000 Penalty: 854.314209
	Iteration 81Q: 3 clusters Score -586289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -586289.500000 Penalty: 854.314209
	Iteration 82F: 3 clusters Score -586289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 107875 members 
Mstep: Class 9 contains 37188 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 14722 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 10104 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 221023 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 39381 members 
Mstep: Class 38 contains 1219 members 
Mstep: Class 39 contains 238294 members 
Mstep: Class 40 contains 1951 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 181050 members 
Mstep: Class 43 contains 1841 members 
Entering Unmasked Estep 
Score: -90549880.000000 Penalty: 28352.289062
Splitting cluster 27 changes total score from -90538448.000000 to -90549880.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 28 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -60736.105469 Penalty: 324.200378
	Iteration 0F: 2 clusters Score -60736.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -59767.058594 Penalty: 648.400757
	Iteration 0F: 3 clusters Score -59767.06 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -60063.542969 Penalty: 648.400757
	Iteration 1F: 3 clusters Score -60063.54 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -60164.023438 Penalty: 648.400757
	Iteration 2F: 3 clusters Score -60164.02 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -60246.496094 Penalty: 648.400757
	Iteration 3F: 3 clusters Score -60246.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -60305.468750 Penalty: 648.400757
	Iteration 4F: 3 clusters Score -60305.47 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -60364.273438 Penalty: 648.400757
	Iteration 5Q: 3 clusters Score -60364.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -60398.898438 Penalty: 648.400757
	Iteration 6Q: 3 clusters Score -60398.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -60417.273438 Penalty: 648.400757
	Iteration 7Q: 3 clusters Score -60417.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -60432.285156 Penalty: 648.400757
	Iteration 8Q: 3 clusters Score -60432.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -60446.835938 Penalty: 648.400757
	Iteration 9Q: 3 clusters Score -60446.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -60460.960938 Penalty: 648.400757
	Iteration 10Q: 3 clusters Score -60460.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -60473.808594 Penalty: 648.400757
	Iteration 11Q: 3 clusters Score -60473.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -60481.082031 Penalty: 648.400757
	Iteration 12Q: 3 clusters Score -60481.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -60489.886719 Penalty: 648.400757
	Iteration 13Q: 3 clusters Score -60489.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -60494.746094 Penalty: 648.400757
	Iteration 14Q: 3 clusters Score -60494.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -60500.593750 Penalty: 648.400757
	Iteration 15Q: 3 clusters Score -60500.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -60505.386719 Penalty: 648.400757
	Iteration 16Q: 3 clusters Score -60505.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -60505.843750 Penalty: 648.400757
	Iteration 17Q: 3 clusters Score -60505.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -60506.117188 Penalty: 648.400757
	Iteration 18Q: 3 clusters Score -60506.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -60506.183594 Penalty: 648.400757
	Iteration 19Q: 3 clusters Score -60506.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -60506.183594 Penalty: 648.400757
	Iteration 20F: 3 clusters Score -60506.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (221023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221023 members 
Entering Unmasked Estep 
Score: -11084521.000000 Penalty: 559.924011
	Iteration 0F: 2 clusters Score -1.108452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111102 members 
Mstep: Class 2 contains 109921 members 
Entering Unmasked Estep 
Score: -10965385.000000 Penalty: 1119.848022
	Iteration 0F: 3 clusters Score -1.096538e+07 nChanged 108961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132591 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -11036383.000000 Penalty: 1119.848022
	Iteration 1F: 3 clusters Score -1.103638e+07 nChanged 14121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144028 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -11040776.000000 Penalty: 1119.848022
	Iteration 2F: 3 clusters Score -1.104078e+07 nChanged 15299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156847 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -11045852.000000 Penalty: 1119.848022
	Iteration 3F: 3 clusters Score -1.104585e+07 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168038 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -11058417.000000 Penalty: 1119.848022
	Iteration 4F: 3 clusters Score -1.105842e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177299 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -11070993.000000 Penalty: 1119.848022
	Iteration 5F: 3 clusters Score -1.107099e+07 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184184 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -11079524.000000 Penalty: 1119.848022
	Iteration 6Q: 3 clusters Score -1.107952e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188475 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -11084425.000000 Penalty: 1119.848022
	Iteration 7Q: 3 clusters Score -1.108442e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190895 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -11087497.000000 Penalty: 1119.848022
	Iteration 8Q: 3 clusters Score -1.10875e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192334 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -11089477.000000 Penalty: 1119.848022
	Iteration 9Q: 3 clusters Score -1.108948e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193109 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -11090779.000000 Penalty: 1119.848022
	Iteration 10Q: 3 clusters Score -1.109078e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193627 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -11091644.000000 Penalty: 1119.848022
	Iteration 11Q: 3 clusters Score -1.109164e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194017 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -11092374.000000 Penalty: 1119.848022
	Iteration 12Q: 3 clusters Score -1.109237e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194339 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -11093136.000000 Penalty: 1119.848022
	Iteration 13Q: 3 clusters Score -1.109314e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194631 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -11093864.000000 Penalty: 1119.848022
	Iteration 14Q: 3 clusters Score -1.109386e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194816 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -11094550.000000 Penalty: 1119.848022
	Iteration 15Q: 3 clusters Score -1.109455e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194984 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -11095097.000000 Penalty: 1119.848022
	Iteration 16Q: 3 clusters Score -1.10951e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195132 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -11095599.000000 Penalty: 1119.848022
	Iteration 17Q: 3 clusters Score -1.10956e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195338 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -11096120.000000 Penalty: 1119.848022
	Iteration 18Q: 3 clusters Score -1.109612e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195609 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -11096542.000000 Penalty: 1119.848022
	Iteration 19Q: 3 clusters Score -1.109654e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195929 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -11097029.000000 Penalty: 1119.848022
	Iteration 20F: 3 clusters Score -1.109703e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196130 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -11097341.000000 Penalty: 1119.848022
	Iteration 21Q: 3 clusters Score -1.109734e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196358 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -11097565.000000 Penalty: 1119.848022
	Iteration 22Q: 3 clusters Score -1.109756e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196644 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -11097858.000000 Penalty: 1119.848022
	Iteration 23Q: 3 clusters Score -1.109786e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196994 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -11098072.000000 Penalty: 1119.848022
	Iteration 24Q: 3 clusters Score -1.109807e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197363 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -11098301.000000 Penalty: 1119.848022
	Iteration 25Q: 3 clusters Score -1.10983e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197738 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -11098448.000000 Penalty: 1119.848022
	Iteration 26Q: 3 clusters Score -1.109845e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198141 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -11098597.000000 Penalty: 1119.848022
	Iteration 27Q: 3 clusters Score -1.10986e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198548 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -11098658.000000 Penalty: 1119.848022
	Iteration 28Q: 3 clusters Score -1.109866e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198932 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -11098723.000000 Penalty: 1119.848022
	Iteration 29Q: 3 clusters Score -1.109872e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199314 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -11098707.000000 Penalty: 1119.848022
	Iteration 30Q: 3 clusters Score -1.109871e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199706 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -11098749.000000 Penalty: 1119.848022
	Iteration 31Q: 3 clusters Score -1.109875e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200115 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -11098784.000000 Penalty: 1119.848022
	Iteration 32Q: 3 clusters Score -1.109878e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200506 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -11098845.000000 Penalty: 1119.848022
	Iteration 33Q: 3 clusters Score -1.109884e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200884 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -11098721.000000 Penalty: 1119.848022
	Iteration 34Q: 3 clusters Score -1.109872e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201241 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -11098582.000000 Penalty: 1119.848022
	Iteration 35Q: 3 clusters Score -1.109858e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201556 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -11098426.000000 Penalty: 1119.848022
	Iteration 36Q: 3 clusters Score -1.109843e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201855 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -11098299.000000 Penalty: 1119.848022
	Iteration 37Q: 3 clusters Score -1.10983e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202140 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -11098186.000000 Penalty: 1119.848022
	Iteration 38Q: 3 clusters Score -1.109819e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202396 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -11098082.000000 Penalty: 1119.848022
	Iteration 39Q: 3 clusters Score -1.109808e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202616 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -11098017.000000 Penalty: 1119.848022
	Iteration 40F: 3 clusters Score -1.109802e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202802 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -11097989.000000 Penalty: 1119.848022
	Iteration 41Q: 3 clusters Score -1.109799e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203005 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -11097891.000000 Penalty: 1119.848022
	Iteration 42Q: 3 clusters Score -1.109789e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203169 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -11097808.000000 Penalty: 1119.848022
	Iteration 43Q: 3 clusters Score -1.109781e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203320 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -11097725.000000 Penalty: 1119.848022
	Iteration 44Q: 3 clusters Score -1.109772e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203460 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -11097637.000000 Penalty: 1119.848022
	Iteration 45Q: 3 clusters Score -1.109764e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203611 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -11097535.000000 Penalty: 1119.848022
	Iteration 46Q: 3 clusters Score -1.109754e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203742 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -11097478.000000 Penalty: 1119.848022
	Iteration 47Q: 3 clusters Score -1.109748e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203842 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -11097414.000000 Penalty: 1119.848022
	Iteration 48Q: 3 clusters Score -1.109741e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203938 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -11097349.000000 Penalty: 1119.848022
	Iteration 49Q: 3 clusters Score -1.109735e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204029 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -11097253.000000 Penalty: 1119.848022
	Iteration 50Q: 3 clusters Score -1.109725e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204137 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -11097180.000000 Penalty: 1119.848022
	Iteration 51Q: 3 clusters Score -1.109718e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204243 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -11097109.000000 Penalty: 1119.848022
	Iteration 52Q: 3 clusters Score -1.109711e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204345 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -11097062.000000 Penalty: 1119.848022
	Iteration 53Q: 3 clusters Score -1.109706e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204439 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -11096981.000000 Penalty: 1119.848022
	Iteration 54Q: 3 clusters Score -1.109698e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204517 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -11096907.000000 Penalty: 1119.848022
	Iteration 55Q: 3 clusters Score -1.109691e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204600 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -11096851.000000 Penalty: 1119.848022
	Iteration 56Q: 3 clusters Score -1.109685e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204679 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -11096811.000000 Penalty: 1119.848022
	Iteration 57Q: 3 clusters Score -1.109681e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204743 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -11096789.000000 Penalty: 1119.848022
	Iteration 58Q: 3 clusters Score -1.109679e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204804 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -11096749.000000 Penalty: 1119.848022
	Iteration 59Q: 3 clusters Score -1.109675e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204875 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -11096681.000000 Penalty: 1119.848022
	Iteration 60F: 3 clusters Score -1.109668e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204944 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -11096615.000000 Penalty: 1119.848022
	Iteration 61Q: 3 clusters Score -1.109662e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205002 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -11096593.000000 Penalty: 1119.848022
	Iteration 62Q: 3 clusters Score -1.109659e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205049 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -11096539.000000 Penalty: 1119.848022
	Iteration 63Q: 3 clusters Score -1.109654e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205077 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -11096508.000000 Penalty: 1119.848022
	Iteration 64Q: 3 clusters Score -1.109651e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205093 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -11096482.000000 Penalty: 1119.848022
	Iteration 65Q: 3 clusters Score -1.109648e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205112 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -11096449.000000 Penalty: 1119.848022
	Iteration 66Q: 3 clusters Score -1.109645e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205128 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -11096436.000000 Penalty: 1119.848022
	Iteration 67Q: 3 clusters Score -1.109644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205148 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -11096407.000000 Penalty: 1119.848022
	Iteration 68Q: 3 clusters Score -1.109641e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205166 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -11096388.000000 Penalty: 1119.848022
	Iteration 69Q: 3 clusters Score -1.109639e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205174 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -11096385.000000 Penalty: 1119.848022
	Iteration 70Q: 3 clusters Score -1.109638e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205184 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -11096358.000000 Penalty: 1119.848022
	Iteration 71Q: 3 clusters Score -1.109636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205190 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -11096354.000000 Penalty: 1119.848022
	Iteration 72Q: 3 clusters Score -1.109635e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205195 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -11096336.000000 Penalty: 1119.848022
	Iteration 73Q: 3 clusters Score -1.109634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205197 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -11096341.000000 Penalty: 1119.848022
	Iteration 74Q: 3 clusters Score -1.109634e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205201 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -11096336.000000 Penalty: 1119.848022
	Iteration 75Q: 3 clusters Score -1.109634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205201 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -11096330.000000 Penalty: 1119.848022
	Iteration 76Q: 3 clusters Score -1.109633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205196 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -11096330.000000 Penalty: 1119.848022
	Iteration 77Q: 3 clusters Score -1.109633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205192 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -11096338.000000 Penalty: 1119.848022
	Iteration 78Q: 3 clusters Score -1.109634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205187 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -11096334.000000 Penalty: 1119.848022
	Iteration 79Q: 3 clusters Score -1.109633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205183 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -11096334.000000 Penalty: 1119.848022
	Iteration 80F: 3 clusters Score -1.109633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 107875 members 
Mstep: Class 9 contains 37188 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 14722 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 10104 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 205183 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 39381 members 
Mstep: Class 38 contains 1219 members 
Mstep: Class 39 contains 238294 members 
Mstep: Class 40 contains 1951 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 181050 members 
Mstep: Class 43 contains 1841 members 
Mstep: Class 44 contains 15840 members 
Entering Unmasked Estep 
Score: -90559544.000000 Penalty: 29011.644531
Splitting cluster 29 changes total score from -90538448.000000 to -90559544.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 30 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -18102.984375 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -18102.98 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 265 members 
Entering Unmasked Estep 
Score: -17623.642578 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -17623.64 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17891.082031 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -17891.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17958.806641 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -17958.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17986.839844 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -17986.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18005.558594 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -18005.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18009.892578 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -18009.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18012.359375 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -18012.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18012.597656 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -18012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18012.857422 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -18012.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18013.365234 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -18013.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18014.363281 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -18014.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18014.832031 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -18014.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18014.832031 Penalty: 569.621948
	Iteration 12F: 3 clusters Score -18014.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -102701.515625 Penalty: 355.848267
	Iteration 0F: 2 clusters Score -102701.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -100925.671875 Penalty: 711.696533
	Iteration 0F: 3 clusters Score -100925.7 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -101560.484375 Penalty: 711.696533
	Iteration 1F: 3 clusters Score -101560.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -101721.843750 Penalty: 711.696533
	Iteration 2F: 3 clusters Score -101721.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -101847.359375 Penalty: 711.696533
	Iteration 3F: 3 clusters Score -101847.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -101965.109375 Penalty: 711.696533
	Iteration 4F: 3 clusters Score -101965.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -102099.390625 Penalty: 711.696533
	Iteration 5F: 3 clusters Score -102099.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -102199.976562 Penalty: 711.696533
	Iteration 6F: 3 clusters Score -102200 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -102265.125000 Penalty: 711.696533
	Iteration 7Q: 3 clusters Score -102265.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -102320.085938 Penalty: 711.696533
	Iteration 8Q: 3 clusters Score -102320.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -102370.265625 Penalty: 711.696533
	Iteration 9Q: 3 clusters Score -102370.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -102407.804688 Penalty: 711.696533
	Iteration 10Q: 3 clusters Score -102407.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -102432.882812 Penalty: 711.696533
	Iteration 11Q: 3 clusters Score -102432.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -102464.656250 Penalty: 711.696533
	Iteration 12Q: 3 clusters Score -102464.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -102487.375000 Penalty: 711.696533
	Iteration 13Q: 3 clusters Score -102487.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -102505.343750 Penalty: 711.696533
	Iteration 14Q: 3 clusters Score -102505.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -102520.125000 Penalty: 711.696533
	Iteration 15Q: 3 clusters Score -102520.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -102530.781250 Penalty: 711.696533
	Iteration 16Q: 3 clusters Score -102530.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -102536.937500 Penalty: 711.696533
	Iteration 17Q: 3 clusters Score -102536.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -102543.406250 Penalty: 711.696533
	Iteration 18Q: 3 clusters Score -102543.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -102550.101562 Penalty: 711.696533
	Iteration 19Q: 3 clusters Score -102550.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -102557.851562 Penalty: 711.696533
	Iteration 20F: 3 clusters Score -102557.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -102562.257812 Penalty: 711.696533
	Iteration 21Q: 3 clusters Score -102562.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -102566.164062 Penalty: 711.696533
	Iteration 22Q: 3 clusters Score -102566.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -102569.656250 Penalty: 711.696533
	Iteration 23Q: 3 clusters Score -102569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -102572.765625 Penalty: 711.696533
	Iteration 24Q: 3 clusters Score -102572.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -102577.859375 Penalty: 711.696533
	Iteration 25Q: 3 clusters Score -102577.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -102581.726562 Penalty: 711.696533
	Iteration 26Q: 3 clusters Score -102581.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -102583.960938 Penalty: 711.696533
	Iteration 27Q: 3 clusters Score -102584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -102587.664062 Penalty: 711.696533
	Iteration 28Q: 3 clusters Score -102587.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -102592.281250 Penalty: 711.696533
	Iteration 29Q: 3 clusters Score -102592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -102596.843750 Penalty: 711.696533
	Iteration 30Q: 3 clusters Score -102596.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -102598.671875 Penalty: 711.696533
	Iteration 31Q: 3 clusters Score -102598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -102599.132812 Penalty: 711.696533
	Iteration 32Q: 3 clusters Score -102599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -102599.218750 Penalty: 711.696533
	Iteration 33Q: 3 clusters Score -102599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -102599.500000 Penalty: 711.696533
	Iteration 34Q: 3 clusters Score -102599.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -102599.500000 Penalty: 711.696533
	Iteration 35F: 3 clusters Score -102599.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Entering Unmasked Estep 
Score: -315417.656250 Penalty: 399.329651
	Iteration 0F: 2 clusters Score -315417.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -311084.062500 Penalty: 798.659302
	Iteration 0F: 3 clusters Score -311084.1 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -312628.000000 Penalty: 798.659302
	Iteration 1F: 3 clusters Score -312628 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -312746.687500 Penalty: 798.659302
	Iteration 2F: 3 clusters Score -312746.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -312903.125000 Penalty: 798.659302
	Iteration 3Q: 3 clusters Score -312903.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -313156.531250 Penalty: 798.659302
	Iteration 4F: 3 clusters Score -313156.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -313518.781250 Penalty: 798.659302
	Iteration 5F: 3 clusters Score -313518.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -313892.593750 Penalty: 798.659302
	Iteration 6F: 3 clusters Score -313892.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -314115.687500 Penalty: 798.659302
	Iteration 7F: 3 clusters Score -314115.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -314221.812500 Penalty: 798.659302
	Iteration 8Q: 3 clusters Score -314221.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -314290.906250 Penalty: 798.659302
	Iteration 9Q: 3 clusters Score -314290.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -314352.031250 Penalty: 798.659302
	Iteration 10Q: 3 clusters Score -314352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -314402.437500 Penalty: 798.659302
	Iteration 11Q: 3 clusters Score -314402.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -314455.062500 Penalty: 798.659302
	Iteration 12Q: 3 clusters Score -314455.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -314507.500000 Penalty: 798.659302
	Iteration 13Q: 3 clusters Score -314507.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -314565.750000 Penalty: 798.659302
	Iteration 14Q: 3 clusters Score -314565.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -314635.062500 Penalty: 798.659302
	Iteration 15Q: 3 clusters Score -314635.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -314721.093750 Penalty: 798.659302
	Iteration 16Q: 3 clusters Score -314721.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -314808.843750 Penalty: 798.659302
	Iteration 17Q: 3 clusters Score -314808.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -314887.500000 Penalty: 798.659302
	Iteration 18Q: 3 clusters Score -314887.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -314952.062500 Penalty: 798.659302
	Iteration 19Q: 3 clusters Score -314952.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -315002.156250 Penalty: 798.659302
	Iteration 20F: 3 clusters Score -315002.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -315035.812500 Penalty: 798.659302
	Iteration 21Q: 3 clusters Score -315035.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -315063.000000 Penalty: 798.659302
	Iteration 22Q: 3 clusters Score -315063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -315082.562500 Penalty: 798.659302
	Iteration 23Q: 3 clusters Score -315082.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -315103.968750 Penalty: 798.659302
	Iteration 24Q: 3 clusters Score -315104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -315123.500000 Penalty: 798.659302
	Iteration 25Q: 3 clusters Score -315123.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -315136.343750 Penalty: 798.659302
	Iteration 26Q: 3 clusters Score -315136.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -315145.687500 Penalty: 798.659302
	Iteration 27Q: 3 clusters Score -315145.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -315154.312500 Penalty: 798.659302
	Iteration 28Q: 3 clusters Score -315154.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -315159.656250 Penalty: 798.659302
	Iteration 29Q: 3 clusters Score -315159.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -315164.281250 Penalty: 798.659302
	Iteration 30Q: 3 clusters Score -315164.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -315166.625000 Penalty: 798.659302
	Iteration 31Q: 3 clusters Score -315166.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -315169.750000 Penalty: 798.659302
	Iteration 32Q: 3 clusters Score -315169.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -315176.187500 Penalty: 798.659302
	Iteration 33Q: 3 clusters Score -315176.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -315179.218750 Penalty: 798.659302
	Iteration 34Q: 3 clusters Score -315179.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -315183.562500 Penalty: 798.659302
	Iteration 35Q: 3 clusters Score -315183.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -315188.531250 Penalty: 798.659302
	Iteration 36Q: 3 clusters Score -315188.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -315191.343750 Penalty: 798.659302
	Iteration 37Q: 3 clusters Score -315191.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -315196.343750 Penalty: 798.659302
	Iteration 38Q: 3 clusters Score -315196.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -315199.000000 Penalty: 798.659302
	Iteration 39Q: 3 clusters Score -315199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -315202.937500 Penalty: 798.659302
	Iteration 40F: 3 clusters Score -315202.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -315205.000000 Penalty: 798.659302
	Iteration 41Q: 3 clusters Score -315205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -315207.531250 Penalty: 798.659302
	Iteration 42Q: 3 clusters Score -315207.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -315207.812500 Penalty: 798.659302
	Iteration 43Q: 3 clusters Score -315207.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -315209.250000 Penalty: 798.659302
	Iteration 44Q: 3 clusters Score -315209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -315210.625000 Penalty: 798.659302
	Iteration 45Q: 3 clusters Score -315210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -315211.562500 Penalty: 798.659302
	Iteration 46Q: 3 clusters Score -315211.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -315213.343750 Penalty: 798.659302
	Iteration 47Q: 3 clusters Score -315213.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -315215.718750 Penalty: 798.659302
	Iteration 48Q: 3 clusters Score -315215.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -315217.625000 Penalty: 798.659302
	Iteration 49Q: 3 clusters Score -315217.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -315219.343750 Penalty: 798.659302
	Iteration 50Q: 3 clusters Score -315219.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -315219.531250 Penalty: 798.659302
	Iteration 51Q: 3 clusters Score -315219.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -315222.343750 Penalty: 798.659302
	Iteration 52Q: 3 clusters Score -315222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -315222.250000 Penalty: 798.659302
	Iteration 53Q: 3 clusters Score -315222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -315222.062500 Penalty: 798.659302
	Iteration 54Q: 3 clusters Score -315222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -315223.187500 Penalty: 798.659302
	Iteration 55Q: 3 clusters Score -315223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -315223.000000 Penalty: 798.659302
	Iteration 56Q: 3 clusters Score -315223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -315223.562500 Penalty: 798.659302
	Iteration 57Q: 3 clusters Score -315223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -315223.718750 Penalty: 798.659302
	Iteration 58Q: 3 clusters Score -315223.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -315224.343750 Penalty: 798.659302
	Iteration 59Q: 3 clusters Score -315224.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -315225.656250 Penalty: 798.659302
	Iteration 60F: 3 clusters Score -315225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -315226.500000 Penalty: 798.659302
	Iteration 61Q: 3 clusters Score -315226.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -315226.375000 Penalty: 798.659302
	Iteration 62Q: 3 clusters Score -315226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -315226.812500 Penalty: 798.659302
	Iteration 63Q: 3 clusters Score -315226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -315227.937500 Penalty: 798.659302
	Iteration 64Q: 3 clusters Score -315227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -315228.843750 Penalty: 798.659302
	Iteration 65Q: 3 clusters Score -315228.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -315230.125000 Penalty: 798.659302
	Iteration 66Q: 3 clusters Score -315230.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -315231.281250 Penalty: 798.659302
	Iteration 67Q: 3 clusters Score -315231.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -315231.312500 Penalty: 798.659302
	Iteration 68Q: 3 clusters Score -315231.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -315232.562500 Penalty: 798.659302
	Iteration 69Q: 3 clusters Score -315232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -315232.187500 Penalty: 798.659302
	Iteration 70Q: 3 clusters Score -315232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -315233.375000 Penalty: 798.659302
	Iteration 71Q: 3 clusters Score -315233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -315234.812500 Penalty: 798.659302
	Iteration 72Q: 3 clusters Score -315234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -315235.000000 Penalty: 798.659302
	Iteration 73Q: 3 clusters Score -315235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -315235.062500 Penalty: 798.659302
	Iteration 74Q: 3 clusters Score -315235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -315235.125000 Penalty: 798.659302
	Iteration 75Q: 3 clusters Score -315235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -315235.125000 Penalty: 798.659302
	Iteration 76F: 3 clusters Score -315235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -146844.218750 Penalty: 365.250183
	Iteration 0F: 2 clusters Score -146844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -144729.000000 Penalty: 730.500366
	Iteration 0F: 3 clusters Score -144729 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -145423.328125 Penalty: 730.500366
	Iteration 1F: 3 clusters Score -145423.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -145501.671875 Penalty: 730.500366
	Iteration 2F: 3 clusters Score -145501.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -145559.734375 Penalty: 730.500366
	Iteration 3Q: 3 clusters Score -145559.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -145614.875000 Penalty: 730.500366
	Iteration 4Q: 3 clusters Score -145614.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -145677.812500 Penalty: 730.500366
	Iteration 5Q: 3 clusters Score -145677.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -145751.812500 Penalty: 730.500366
	Iteration 6Q: 3 clusters Score -145751.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -145855.203125 Penalty: 730.500366
	Iteration 7F: 3 clusters Score -145855.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -146009.953125 Penalty: 730.500366
	Iteration 8F: 3 clusters Score -146010 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -146167.937500 Penalty: 730.500366
	Iteration 9F: 3 clusters Score -146167.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -146304.500000 Penalty: 730.500366
	Iteration 10Q: 3 clusters Score -146304.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -146410.531250 Penalty: 730.500366
	Iteration 11Q: 3 clusters Score -146410.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -146499.687500 Penalty: 730.500366
	Iteration 12Q: 3 clusters Score -146499.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -146599.875000 Penalty: 730.500366
	Iteration 13Q: 3 clusters Score -146599.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -146656.593750 Penalty: 730.500366
	Iteration 14Q: 3 clusters Score -146656.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -146714.781250 Penalty: 730.500366
	Iteration 15Q: 3 clusters Score -146714.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -146779.250000 Penalty: 730.500366
	Iteration 16Q: 3 clusters Score -146779.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -146825.250000 Penalty: 730.500366
	Iteration 17Q: 3 clusters Score -146825.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -146852.500000 Penalty: 730.500366
	Iteration 18Q: 3 clusters Score -146852.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -146867.640625 Penalty: 730.500366
	Iteration 19Q: 3 clusters Score -146867.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -146873.500000 Penalty: 730.500366
	Iteration 20F: 3 clusters Score -146873.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -146878.937500 Penalty: 730.500366
	Iteration 21Q: 3 clusters Score -146878.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -146882.359375 Penalty: 730.500366
	Iteration 22Q: 3 clusters Score -146882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -146882.718750 Penalty: 730.500366
	Iteration 23Q: 3 clusters Score -146882.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -146884.828125 Penalty: 730.500366
	Iteration 24Q: 3 clusters Score -146884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -146885.640625 Penalty: 730.500366
	Iteration 25Q: 3 clusters Score -146885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -146886.265625 Penalty: 730.500366
	Iteration 26Q: 3 clusters Score -146886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -146886.359375 Penalty: 730.500366
	Iteration 27Q: 3 clusters Score -146886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -146886.750000 Penalty: 730.500366
	Iteration 28Q: 3 clusters Score -146886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -146886.750000 Penalty: 730.500366
	Iteration 29Q: 3 clusters Score -146886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -146886.890625 Penalty: 730.500366
	Iteration 30Q: 3 clusters Score -146886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -146886.890625 Penalty: 730.500366
	Iteration 31F: 3 clusters Score -146886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 107875 members 
Mstep: Class 9 contains 37188 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 14722 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 10104 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 205183 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 1859 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 39381 members 
Mstep: Class 38 contains 1219 members 
Mstep: Class 39 contains 238294 members 
Mstep: Class 40 contains 1951 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 181050 members 
Mstep: Class 43 contains 1841 members 
Mstep: Class 44 contains 15840 members 
Mstep: Class 45 contains 1205 members 
Entering Unmasked Estep 
Score: -90559328.000000 Penalty: 29671.000000
Splitting cluster 33 changes total score from -90538448.000000 to -90559328.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 34 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -204812.765625 Penalty: 383.050781
	Iteration 0F: 2 clusters Score -204812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -201798.859375 Penalty: 766.101562
	Iteration 0F: 3 clusters Score -201798.9 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -204131.531250 Penalty: 766.101562
	Iteration 1F: 3 clusters Score -204131.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -204793.859375 Penalty: 766.101562
	Iteration 2F: 3 clusters Score -204793.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -205080.968750 Penalty: 766.101562
	Iteration 3F: 3 clusters Score -205081 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -205248.906250 Penalty: 766.101562
	Iteration 4F: 3 clusters Score -205248.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -205382.906250 Penalty: 766.101562
	Iteration 5Q: 3 clusters Score -205382.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -205578.390625 Penalty: 766.101562
	Iteration 6Q: 3 clusters Score -205578.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -205848.312500 Penalty: 766.101562
	Iteration 7F: 3 clusters Score -205848.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -206071.312500 Penalty: 766.101562
	Iteration 8Q: 3 clusters Score -206071.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -206233.578125 Penalty: 766.101562
	Iteration 9Q: 3 clusters Score -206233.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -206414.000000 Penalty: 766.101562
	Iteration 10Q: 3 clusters Score -206414 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -206524.187500 Penalty: 766.101562
	Iteration 11Q: 3 clusters Score -206524.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -206577.312500 Penalty: 766.101562
	Iteration 12Q: 3 clusters Score -206577.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -206638.437500 Penalty: 766.101562
	Iteration 13Q: 3 clusters Score -206638.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -206725.640625 Penalty: 766.101562
	Iteration 14Q: 3 clusters Score -206725.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -206828.687500 Penalty: 766.101562
	Iteration 15Q: 3 clusters Score -206828.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -206866.328125 Penalty: 766.101562
	Iteration 16Q: 3 clusters Score -206866.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -206874.562500 Penalty: 766.101562
	Iteration 17Q: 3 clusters Score -206874.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -206881.515625 Penalty: 766.101562
	Iteration 18Q: 3 clusters Score -206881.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -206887.218750 Penalty: 766.101562
	Iteration 19Q: 3 clusters Score -206887.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -206890.421875 Penalty: 766.101562
	Iteration 20F: 3 clusters Score -206890.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -206892.453125 Penalty: 766.101562
	Iteration 21Q: 3 clusters Score -206892.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -206894.312500 Penalty: 766.101562
	Iteration 22Q: 3 clusters Score -206894.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -206895.921875 Penalty: 766.101562
	Iteration 23Q: 3 clusters Score -206895.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -206896.515625 Penalty: 766.101562
	Iteration 24Q: 3 clusters Score -206896.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -206897.125000 Penalty: 766.101562
	Iteration 25Q: 3 clusters Score -206897.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -206897.421875 Penalty: 766.101562
	Iteration 26Q: 3 clusters Score -206897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -206897.015625 Penalty: 766.101562
	Iteration 27Q: 3 clusters Score -206897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -206897.734375 Penalty: 766.101562
	Iteration 28Q: 3 clusters Score -206897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -206898.109375 Penalty: 766.101562
	Iteration 29Q: 3 clusters Score -206898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -206897.859375 Penalty: 766.101562
	Iteration 30Q: 3 clusters Score -206897.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -206898.453125 Penalty: 766.101562
	Iteration 31Q: 3 clusters Score -206898.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -206898.453125 Penalty: 766.101562
	Iteration 32F: 3 clusters Score -206898.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 107875 members 
Mstep: Class 9 contains 37188 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 14722 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 10104 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 205183 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 1859 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 39381 members 
Mstep: Class 38 contains 1219 members 
Mstep: Class 39 contains 238294 members 
Mstep: Class 40 contains 1951 members 
Mstep: Class 41 contains 292 members 
Mstep: Class 42 contains 181050 members 
Mstep: Class 43 contains 1841 members 
Mstep: Class 44 contains 15840 members 
Mstep: Class 45 contains 1205 members 
Mstep: Class 46 contains 2252 members 
Entering Unmasked Estep 
Score: -90560512.000000 Penalty: 30330.355469
Splitting cluster 34 changes total score from -90538448.000000 to -90560512.000000
So it's getting split into cluster 46.
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 104156 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 219567 members 
Mstep: Class 8 contains 107875 members 
Mstep: Class 9 contains 37188 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 61551 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 99248 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 176273 members 
Mstep: Class 19 contains 148193 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 107910 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 14722 members 
Mstep: Class 25 contains 19188 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 10104 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 205183 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 6480 members 
Mstep: Class 33 contains 1859 members 
Mstep: Class 34 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90573736.000000 Penalty: 30330.355469
Iteration 119Q: 47 clusters Score -9.057374e+07 nChanged 45070
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 104478 members 
Mstep: Class 3 contains 115047 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 219753 members 
Mstep: Class 8 contains 106647 members 
Mstep: Class 9 contains 37157 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7506 members 
Mstep: Class 12 contains 61530 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 11054 members 
Mstep: Class 15 contains 1050 members 
Mstep: Class 16 contains 105120 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 174358 members 
Mstep: Class 19 contains 154879 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 107470 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 1543 members 
Mstep: Class 24 contains 16374 members 
Mstep: Class 25 contains 19270 members 
Mstep: Class 26 contains 7088 members 
Mstep: Class 27 contains 10150 members 
Mstep: Class 28 contains 1182 members 
Mstep: Class 29 contains 202689 members 
Mstep: Class 30 contains 497 members 
Mstep: Class 31 contains 2496 members 
Mstep: Class 32 contains 6476 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 2324 members 
Mstep: Class 35 contains 3454 members 
Mstep: Class 36 contains 394 members 
Mstep: Class 37 contains 39886 members 
Mstep: Class 38 contains 1218 members 
Mstep: Class 39 contains 234490 members 
Mstep: Class 40 contains 1827 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 176453 members 
Mstep: Class 43 contains 2022 members 
Mstep: Class 44 contains 16481 members 
Mstep: Class 45 contains 1157 members 
Mstep: Class 46 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90589192.000000 Penalty: 30330.355469
Iteration 120F: 47 clusters Score -9.058919e+07 nChanged 47444
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 104669 members 
Mstep: Class 3 contains 111805 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 970 members 
Mstep: Class 6 contains 2363 members 
Mstep: Class 7 contains 219610 members 
Mstep: Class 8 contains 100238 members 
Mstep: Class 9 contains 37111 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 61227 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 10538 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 112887 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 170478 members 
Mstep: Class 19 contains 156762 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 106962 members 
Mstep: Class 22 contains 925 members 
Mstep: Class 23 contains 1558 members 
Mstep: Class 24 contains 17055 members 
Mstep: Class 25 contains 19214 members 
Mstep: Class 26 contains 7077 members 
Mstep: Class 27 contains 10017 members 
Mstep: Class 28 contains 1112 members 
Mstep: Class 29 contains 206033 members 
Mstep: Class 30 contains 481 members 
Mstep: Class 31 contains 2479 members 
Mstep: Class 32 contains 6272 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 2338 members 
Mstep: Class 35 contains 3593 members 
Mstep: Class 36 contains 413 members 
Mstep: Class 37 contains 41341 members 
Mstep: Class 38 contains 1257 members 
Mstep: Class 39 contains 231164 members 
Mstep: Class 40 contains 1725 members 
Mstep: Class 41 contains 273 members 
Mstep: Class 42 contains 176966 members 
Mstep: Class 43 contains 2138 members 
Mstep: Class 44 contains 18981 members 
Mstep: Class 45 contains 1296 members 
Mstep: Class 46 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90587832.000000 Penalty: 30330.355469
Iteration 121Q: 47 clusters Score -9.058783e+07 nChanged 36665
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 104790 members 
Mstep: Class 3 contains 108768 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 2342 members 
Mstep: Class 7 contains 219453 members 
Mstep: Class 8 contains 96693 members 
Mstep: Class 9 contains 37072 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7399 members 
Mstep: Class 12 contains 61058 members 
Mstep: Class 13 contains 599 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 120465 members 
Mstep: Class 17 contains 387 members 
Mstep: Class 18 contains 166259 members 
Mstep: Class 19 contains 159033 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 106319 members 
Mstep: Class 22 contains 929 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 17908 members 
Mstep: Class 25 contains 19162 members 
Mstep: Class 26 contains 7073 members 
Mstep: Class 27 contains 9904 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 207170 members 
Mstep: Class 30 contains 474 members 
Mstep: Class 31 contains 2473 members 
Mstep: Class 32 contains 6260 members 
Mstep: Class 33 contains 1999 members 
Mstep: Class 34 contains 2356 members 
Mstep: Class 35 contains 3662 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 42123 members 
Mstep: Class 38 contains 1271 members 
Mstep: Class 39 contains 228177 members 
Mstep: Class 40 contains 1638 members 
Mstep: Class 41 contains 272 members 
Mstep: Class 42 contains 177038 members 
Mstep: Class 43 contains 2230 members 
Mstep: Class 44 contains 21346 members 
Mstep: Class 45 contains 1391 members 
Mstep: Class 46 contains 2336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90585192.000000 Penalty: 30330.355469
Iteration 122Q: 47 clusters Score -9.058519e+07 nChanged 33367
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 104931 members 
Mstep: Class 3 contains 105877 members 
Mstep: Class 4 contains 291 members 
Mstep: Class 5 contains 990 members 
Mstep: Class 6 contains 2328 members 
Mstep: Class 7 contains 219362 members 
Mstep: Class 8 contains 93452 members 
Mstep: Class 9 contains 37037 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7371 members 
Mstep: Class 12 contains 61031 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 14 contains 9564 members 
Mstep: Class 15 contains 1083 members 
Mstep: Class 16 contains 127173 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 162012 members 
Mstep: Class 19 contains 161180 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 105630 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 1598 members 
Mstep: Class 24 contains 18869 members 
Mstep: Class 25 contains 19125 members 
Mstep: Class 26 contains 7071 members 
Mstep: Class 27 contains 9823 members 
Mstep: Class 28 contains 1017 members 
Mstep: Class 29 contains 207703 members 
Mstep: Class 30 contains 471 members 
Mstep: Class 31 contains 2489 members 
Mstep: Class 32 contains 6365 members 
Mstep: Class 33 contains 2055 members 
Mstep: Class 34 contains 2375 members 
Mstep: Class 35 contains 3701 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 43022 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 225305 members 
Mstep: Class 40 contains 1578 members 
Mstep: Class 41 contains 267 members 
Mstep: Class 42 contains 177312 members 
Mstep: Class 43 contains 2268 members 
Mstep: Class 44 contains 24033 members 
Mstep: Class 45 contains 1448 members 
Mstep: Class 46 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90583064.000000 Penalty: 30330.355469
Iteration 123Q: 47 clusters Score -9.058306e+07 nChanged 31913
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 104971 members 
Mstep: Class 3 contains 103671 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 2328 members 
Mstep: Class 7 contains 219312 members 
Mstep: Class 8 contains 90347 members 
Mstep: Class 9 contains 37026 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7328 members 
Mstep: Class 12 contains 61035 members 
Mstep: Class 13 contains 621 members 
Mstep: Class 14 contains 9156 members 
Mstep: Class 15 contains 1054 members 
Mstep: Class 16 contains 132983 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 157828 members 
Mstep: Class 19 contains 162876 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 104913 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 19961 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7066 members 
Mstep: Class 27 contains 9739 members 
Mstep: Class 28 contains 996 members 
Mstep: Class 29 contains 207862 members 
Mstep: Class 30 contains 467 members 
Mstep: Class 31 contains 2480 members 
Mstep: Class 32 contains 6613 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 2395 members 
Mstep: Class 35 contains 3742 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 44008 members 
Mstep: Class 38 contains 1301 members 
Mstep: Class 39 contains 222522 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 265 members 
Mstep: Class 42 contains 177750 members 
Mstep: Class 43 contains 2317 members 
Mstep: Class 44 contains 26926 members 
Mstep: Class 45 contains 1478 members 
Mstep: Class 46 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90580600.000000 Penalty: 30330.355469
Iteration 124Q: 47 clusters Score -9.05806e+07 nChanged 30422
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 104832 members 
Mstep: Class 3 contains 102357 members 
Mstep: Class 4 contains 291 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 219264 members 
Mstep: Class 8 contains 87414 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7291 members 
Mstep: Class 12 contains 61086 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 137860 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 154059 members 
Mstep: Class 19 contains 163593 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 104235 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1657 members 
Mstep: Class 24 contains 21238 members 
Mstep: Class 25 contains 19110 members 
Mstep: Class 26 contains 7064 members 
Mstep: Class 27 contains 9663 members 
Mstep: Class 28 contains 1004 members 
Mstep: Class 29 contains 207376 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2472 members 
Mstep: Class 32 contains 6927 members 
Mstep: Class 33 contains 2174 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 3761 members 
Mstep: Class 36 contains 457 members 
Mstep: Class 37 contains 45097 members 
Mstep: Class 38 contains 1312 members 
Mstep: Class 39 contains 220131 members 
Mstep: Class 40 contains 1418 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 178265 members 
Mstep: Class 43 contains 2356 members 
Mstep: Class 44 contains 30106 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90579160.000000 Penalty: 30330.355469
Iteration 125Q: 47 clusters Score -9.057916e+07 nChanged 29853
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 104631 members 
Mstep: Class 3 contains 101685 members 
Mstep: Class 4 contains 290 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 219205 members 
Mstep: Class 8 contains 84786 members 
Mstep: Class 9 contains 37009 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7273 members 
Mstep: Class 12 contains 61114 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 8479 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 142261 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 150313 members 
Mstep: Class 19 contains 163833 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 103587 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 1679 members 
Mstep: Class 24 contains 22765 members 
Mstep: Class 25 contains 19076 members 
Mstep: Class 26 contains 7061 members 
Mstep: Class 27 contains 9599 members 
Mstep: Class 28 contains 1034 members 
Mstep: Class 29 contains 206069 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2471 members 
Mstep: Class 32 contains 7204 members 
Mstep: Class 33 contains 2237 members 
Mstep: Class 34 contains 2423 members 
Mstep: Class 35 contains 3769 members 
Mstep: Class 36 contains 464 members 
Mstep: Class 37 contains 46245 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 217994 members 
Mstep: Class 40 contains 1361 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 178763 members 
Mstep: Class 43 contains 2390 members 
Mstep: Class 44 contains 33659 members 
Mstep: Class 45 contains 1508 members 
Mstep: Class 46 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90578472.000000 Penalty: 30330.355469
Iteration 126Q: 47 clusters Score -9.057847e+07 nChanged 29714
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 104279 members 
Mstep: Class 3 contains 101347 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 219117 members 
Mstep: Class 8 contains 82382 members 
Mstep: Class 9 contains 36999 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 61160 members 
Mstep: Class 13 contains 639 members 
Mstep: Class 14 contains 8144 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 146125 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 146838 members 
Mstep: Class 19 contains 163667 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 102974 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 24505 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7059 members 
Mstep: Class 27 contains 9534 members 
Mstep: Class 28 contains 1050 members 
Mstep: Class 29 contains 204026 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 7430 members 
Mstep: Class 33 contains 2300 members 
Mstep: Class 34 contains 2436 members 
Mstep: Class 35 contains 3774 members 
Mstep: Class 36 contains 471 members 
Mstep: Class 37 contains 47472 members 
Mstep: Class 38 contains 1328 members 
Mstep: Class 39 contains 216140 members 
Mstep: Class 40 contains 1341 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 179207 members 
Mstep: Class 43 contains 2389 members 
Mstep: Class 44 contains 37715 members 
Mstep: Class 45 contains 1522 members 
Mstep: Class 46 contains 2780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90578248.000000 Penalty: 30330.355469
Iteration 127Q: 47 clusters Score -9.057825e+07 nChanged 29268
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 103870 members 
Mstep: Class 3 contains 101441 members 
Mstep: Class 4 contains 290 members 
Mstep: Class 5 contains 1065 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 219044 members 
Mstep: Class 8 contains 80268 members 
Mstep: Class 9 contains 36990 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 61184 members 
Mstep: Class 13 contains 643 members 
Mstep: Class 14 contains 7855 members 
Mstep: Class 15 contains 865 members 
Mstep: Class 16 contains 149584 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 143575 members 
Mstep: Class 19 contains 163201 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 102440 members 
Mstep: Class 22 contains 978 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 26409 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7059 members 
Mstep: Class 27 contains 9481 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 201188 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2470 members 
Mstep: Class 32 contains 7620 members 
Mstep: Class 33 contains 2350 members 
Mstep: Class 34 contains 2461 members 
Mstep: Class 35 contains 3783 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 48739 members 
Mstep: Class 38 contains 1333 members 
Mstep: Class 39 contains 214312 members 
Mstep: Class 40 contains 1329 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 179422 members 
Mstep: Class 43 contains 2392 members 
Mstep: Class 44 contains 42276 members 
Mstep: Class 45 contains 1535 members 
Mstep: Class 46 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90578112.000000 Penalty: 30330.355469
Iteration 128Q: 47 clusters Score -9.057811e+07 nChanged 28814
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 103475 members 
Mstep: Class 3 contains 101871 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 218966 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 61172 members 
Mstep: Class 13 contains 636 members 
Mstep: Class 14 contains 7564 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 16 contains 152543 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 140515 members 
Mstep: Class 19 contains 162797 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 101912 members 
Mstep: Class 22 contains 982 members 
Mstep: Class 23 contains 1737 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7057 members 
Mstep: Class 27 contains 9433 members 
Mstep: Class 28 contains 1100 members 
Mstep: Class 29 contains 197900 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 2454 members 
Mstep: Class 32 contains 7746 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 2480 members 
Mstep: Class 35 contains 3796 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 50203 members 
Mstep: Class 38 contains 1337 members 
Mstep: Class 39 contains 212634 members 
Mstep: Class 40 contains 1325 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 179609 members 
Mstep: Class 43 contains 2396 members 
Mstep: Class 44 contains 47299 members 
Mstep: Class 45 contains 1545 members 
Mstep: Class 46 contains 2851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90578520.000000 Penalty: 30330.355469
Iteration 129Q: 47 clusters Score -9.057852e+07 nChanged 27693
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 103003 members 
Mstep: Class 3 contains 102418 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1084 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 218880 members 
Mstep: Class 8 contains 76017 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7259 members 
Mstep: Class 12 contains 61155 members 
Mstep: Class 13 contains 632 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 773 members 
Mstep: Class 16 contains 155395 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 137651 members 
Mstep: Class 19 contains 162805 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 101423 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 1754 members 
Mstep: Class 24 contains 28899 members 
Mstep: Class 25 contains 19050 members 
Mstep: Class 26 contains 7058 members 
Mstep: Class 27 contains 9413 members 
Mstep: Class 28 contains 1133 members 
Mstep: Class 29 contains 194671 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 2450 members 
Mstep: Class 32 contains 7798 members 
Mstep: Class 33 contains 2430 members 
Mstep: Class 34 contains 2489 members 
Mstep: Class 35 contains 3807 members 
Mstep: Class 36 contains 481 members 
Mstep: Class 37 contains 51812 members 
Mstep: Class 38 contains 1340 members 
Mstep: Class 39 contains 211160 members 
Mstep: Class 40 contains 1326 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 179650 members 
Mstep: Class 43 contains 2393 members 
Mstep: Class 44 contains 52282 members 
Mstep: Class 45 contains 1550 members 
Mstep: Class 46 contains 2860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90577848.000000 Penalty: 30330.355469
Iteration 130Q: 47 clusters Score -9.057785e+07 nChanged 27096
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 102493 members 
Mstep: Class 3 contains 102983 members 
Mstep: Class 4 contains 290 members 
Mstep: Class 5 contains 1092 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 218813 members 
Mstep: Class 8 contains 74083 members 
Mstep: Class 9 contains 36966 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 61148 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 7067 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 157890 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 134939 members 
Mstep: Class 19 contains 162977 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 100915 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 1773 members 
Mstep: Class 24 contains 29392 members 
Mstep: Class 25 contains 19043 members 
Mstep: Class 26 contains 7059 members 
Mstep: Class 27 contains 9387 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 191654 members 
Mstep: Class 30 contains 455 members 
Mstep: Class 31 contains 2442 members 
Mstep: Class 32 contains 7819 members 
Mstep: Class 33 contains 2463 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 3818 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 53535 members 
Mstep: Class 38 contains 1343 members 
Mstep: Class 39 contains 210114 members 
Mstep: Class 40 contains 1329 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 179515 members 
Mstep: Class 43 contains 2390 members 
Mstep: Class 44 contains 56944 members 
Mstep: Class 45 contains 1554 members 
Mstep: Class 46 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90578224.000000 Penalty: 30330.355469
Iteration 131Q: 47 clusters Score -9.057822e+07 nChanged 26145
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 101947 members 
Mstep: Class 3 contains 103625 members 
Mstep: Class 4 contains 290 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 218767 members 
Mstep: Class 8 contains 72314 members 
Mstep: Class 9 contains 36956 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7240 members 
Mstep: Class 12 contains 61156 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 6832 members 
Mstep: Class 15 contains 704 members 
Mstep: Class 16 contains 160086 members 
Mstep: Class 17 contains 357 members 
Mstep: Class 18 contains 132426 members 
Mstep: Class 19 contains 163255 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 100370 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 29520 members 
Mstep: Class 25 contains 19036 members 
Mstep: Class 26 contains 7060 members 
Mstep: Class 27 contains 9363 members 
Mstep: Class 28 contains 1225 members 
Mstep: Class 29 contains 188940 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2436 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 2497 members 
Mstep: Class 34 contains 2524 members 
Mstep: Class 35 contains 3826 members 
Mstep: Class 36 contains 481 members 
Mstep: Class 37 contains 55442 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 209397 members 
Mstep: Class 40 contains 1329 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 179340 members 
Mstep: Class 43 contains 2393 members 
Mstep: Class 44 contains 61011 members 
Mstep: Class 45 contains 1561 members 
Mstep: Class 46 contains 2867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90578368.000000 Penalty: 30330.355469
Iteration 132Q: 47 clusters Score -9.057837e+07 nChanged 25272
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 101393 members 
Mstep: Class 3 contains 104325 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 218734 members 
Mstep: Class 8 contains 70692 members 
Mstep: Class 9 contains 36956 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7221 members 
Mstep: Class 12 contains 61146 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 14 contains 6613 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 162101 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 130242 members 
Mstep: Class 19 contains 163530 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 99874 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 1795 members 
Mstep: Class 24 contains 29395 members 
Mstep: Class 25 contains 19013 members 
Mstep: Class 26 contains 7061 members 
Mstep: Class 27 contains 9347 members 
Mstep: Class 28 contains 1275 members 
Mstep: Class 29 contains 186457 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 2432 members 
Mstep: Class 32 contains 7806 members 
Mstep: Class 33 contains 2541 members 
Mstep: Class 34 contains 2535 members 
Mstep: Class 35 contains 3838 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 57526 members 
Mstep: Class 38 contains 1349 members 
Mstep: Class 39 contains 208691 members 
Mstep: Class 40 contains 1329 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 179188 members 
Mstep: Class 43 contains 2394 members 
Mstep: Class 44 contains 64505 members 
Mstep: Class 45 contains 1566 members 
Mstep: Class 46 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90579240.000000 Penalty: 30330.355469
Iteration 133Q: 47 clusters Score -9.057924e+07 nChanged 25124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 100799 members 
Mstep: Class 3 contains 104974 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 218727 members 
Mstep: Class 8 contains 69227 members 
Mstep: Class 9 contains 36949 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7216 members 
Mstep: Class 12 contains 61147 members 
Mstep: Class 13 contains 599 members 
Mstep: Class 14 contains 6410 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 163710 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 128523 members 
Mstep: Class 19 contains 163545 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 99349 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 1809 members 
Mstep: Class 24 contains 29008 members 
Mstep: Class 25 contains 19001 members 
Mstep: Class 26 contains 7063 members 
Mstep: Class 27 contains 9337 members 
Mstep: Class 28 contains 1337 members 
Mstep: Class 29 contains 184396 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2431 members 
Mstep: Class 32 contains 7792 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 2541 members 
Mstep: Class 35 contains 3850 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 59872 members 
Mstep: Class 38 contains 1358 members 
Mstep: Class 39 contains 208255 members 
Mstep: Class 40 contains 1330 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 179007 members 
Mstep: Class 43 contains 2391 members 
Mstep: Class 44 contains 67417 members 
Mstep: Class 45 contains 1569 members 
Mstep: Class 46 contains 2876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90579424.000000 Penalty: 30330.355469
Iteration 134Q: 47 clusters Score -9.057942e+07 nChanged 24777
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 100246 members 
Mstep: Class 3 contains 105368 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1141 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 218747 members 
Mstep: Class 8 contains 67970 members 
Mstep: Class 9 contains 36946 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7195 members 
Mstep: Class 12 contains 61146 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 6261 members 
Mstep: Class 15 contains 575 members 
Mstep: Class 16 contains 164997 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 127205 members 
Mstep: Class 19 contains 163598 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 98815 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 1816 members 
Mstep: Class 24 contains 28521 members 
Mstep: Class 25 contains 18984 members 
Mstep: Class 26 contains 7064 members 
Mstep: Class 27 contains 9321 members 
Mstep: Class 28 contains 1383 members 
Mstep: Class 29 contains 182472 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2430 members 
Mstep: Class 32 contains 7755 members 
Mstep: Class 33 contains 2632 members 
Mstep: Class 34 contains 2548 members 
Mstep: Class 35 contains 3856 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 62372 members 
Mstep: Class 38 contains 1370 members 
Mstep: Class 39 contains 207930 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 178706 members 
Mstep: Class 43 contains 2391 members 
Mstep: Class 44 contains 70011 members 
Mstep: Class 45 contains 1573 members 
Mstep: Class 46 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90579960.000000 Penalty: 30330.355469
Iteration 135Q: 47 clusters Score -9.057996e+07 nChanged 23803
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 99766 members 
Mstep: Class 3 contains 105481 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1159 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 218714 members 
Mstep: Class 8 contains 66970 members 
Mstep: Class 9 contains 36933 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7189 members 
Mstep: Class 12 contains 61145 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 166179 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 126309 members 
Mstep: Class 19 contains 163484 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 98301 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 1825 members 
Mstep: Class 24 contains 27776 members 
Mstep: Class 25 contains 18957 members 
Mstep: Class 26 contains 7065 members 
Mstep: Class 27 contains 9307 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 180894 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2436 members 
Mstep: Class 32 contains 7711 members 
Mstep: Class 33 contains 2678 members 
Mstep: Class 34 contains 2554 members 
Mstep: Class 35 contains 3859 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 64848 members 
Mstep: Class 38 contains 1380 members 
Mstep: Class 39 contains 207745 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 178350 members 
Mstep: Class 43 contains 2390 members 
Mstep: Class 44 contains 72278 members 
Mstep: Class 45 contains 1577 members 
Mstep: Class 46 contains 2892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90580944.000000 Penalty: 30330.355469
Iteration 136Q: 47 clusters Score -9.058094e+07 nChanged 22502
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 99364 members 
Mstep: Class 3 contains 105443 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1172 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 218685 members 
Mstep: Class 8 contains 66195 members 
Mstep: Class 9 contains 36932 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 61177 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 527 members 
Mstep: Class 16 contains 167145 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 125877 members 
Mstep: Class 19 contains 163077 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 97862 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 1838 members 
Mstep: Class 24 contains 26841 members 
Mstep: Class 25 contains 18929 members 
Mstep: Class 26 contains 7065 members 
Mstep: Class 27 contains 9292 members 
Mstep: Class 28 contains 1455 members 
Mstep: Class 29 contains 179764 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2443 members 
Mstep: Class 32 contains 7661 members 
Mstep: Class 33 contains 2737 members 
Mstep: Class 34 contains 2564 members 
Mstep: Class 35 contains 3866 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 66937 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 207640 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 178018 members 
Mstep: Class 43 contains 2387 members 
Mstep: Class 44 contains 74333 members 
Mstep: Class 45 contains 1581 members 
Mstep: Class 46 contains 2900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90581112.000000 Penalty: 30330.355469
Iteration 137Q: 47 clusters Score -9.058111e+07 nChanged 20576
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 99035 members 
Mstep: Class 3 contains 105466 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 218691 members 
Mstep: Class 8 contains 65620 members 
Mstep: Class 9 contains 36927 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7148 members 
Mstep: Class 12 contains 61189 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 5847 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 167708 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 125864 members 
Mstep: Class 19 contains 162687 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 97441 members 
Mstep: Class 22 contains 982 members 
Mstep: Class 23 contains 1854 members 
Mstep: Class 24 contains 25873 members 
Mstep: Class 25 contains 18901 members 
Mstep: Class 26 contains 7066 members 
Mstep: Class 27 contains 9282 members 
Mstep: Class 28 contains 1485 members 
Mstep: Class 29 contains 178989 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 2461 members 
Mstep: Class 32 contains 7596 members 
Mstep: Class 33 contains 2791 members 
Mstep: Class 34 contains 2564 members 
Mstep: Class 35 contains 3881 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 68570 members 
Mstep: Class 38 contains 1385 members 
Mstep: Class 39 contains 207620 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 177739 members 
Mstep: Class 43 contains 2387 members 
Mstep: Class 44 contains 76022 members 
Mstep: Class 45 contains 1584 members 
Mstep: Class 46 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90581416.000000 Penalty: 30330.355469
Iteration 138Q: 47 clusters Score -9.058142e+07 nChanged 19071
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 98771 members 
Mstep: Class 3 contains 105570 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1194 members 
Mstep: Class 6 contains 2249 members 
Mstep: Class 7 contains 218694 members 
Mstep: Class 8 contains 65228 members 
Mstep: Class 9 contains 36931 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7141 members 
Mstep: Class 12 contains 61205 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 5738 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 168022 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 126141 members 
Mstep: Class 19 contains 162277 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 97073 members 
Mstep: Class 22 contains 982 members 
Mstep: Class 23 contains 1873 members 
Mstep: Class 24 contains 24861 members 
Mstep: Class 25 contains 18861 members 
Mstep: Class 26 contains 7070 members 
Mstep: Class 27 contains 9275 members 
Mstep: Class 28 contains 1516 members 
Mstep: Class 29 contains 178430 members 
Mstep: Class 30 contains 466 members 
Mstep: Class 31 contains 2476 members 
Mstep: Class 32 contains 7477 members 
Mstep: Class 33 contains 2842 members 
Mstep: Class 34 contains 2564 members 
Mstep: Class 35 contains 3893 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 69936 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 207683 members 
Mstep: Class 40 contains 1332 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 177406 members 
Mstep: Class 43 contains 2386 members 
Mstep: Class 44 contains 77372 members 
Mstep: Class 45 contains 1585 members 
Mstep: Class 46 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90581424.000000 Penalty: 30330.355469
Iteration 139Q: 47 clusters Score -9.058142e+07 nChanged 17547
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 98585 members 
Mstep: Class 3 contains 105874 members 
Mstep: Class 4 contains 289 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 2254 members 
Mstep: Class 7 contains 218690 members 
Mstep: Class 8 contains 64920 members 
Mstep: Class 9 contains 36928 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 61252 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 5657 members 
Mstep: Class 15 contains 453 members 
Mstep: Class 16 contains 168206 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 126671 members 
Mstep: Class 19 contains 161688 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 96709 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 1888 members 
Mstep: Class 24 contains 23855 members 
Mstep: Class 25 contains 18832 members 
Mstep: Class 26 contains 7073 members 
Mstep: Class 27 contains 9269 members 
Mstep: Class 28 contains 1551 members 
Mstep: Class 29 contains 178011 members 
Mstep: Class 30 contains 469 members 
Mstep: Class 31 contains 2474 members 
Mstep: Class 32 contains 7353 members 
Mstep: Class 33 contains 2889 members 
Mstep: Class 34 contains 2566 members 
Mstep: Class 35 contains 3913 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 71014 members 
Mstep: Class 38 contains 1388 members 
Mstep: Class 39 contains 207782 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 177164 members 
Mstep: Class 43 contains 2386 members 
Mstep: Class 44 contains 78366 members 
Mstep: Class 45 contains 1591 members 
Mstep: Class 46 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90589760.000000 Penalty: 30330.355469
Iteration 140F: 47 clusters Score -9.058976e+07 nChanged 31000
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 98384 members 
Mstep: Class 3 contains 105337 members 
Mstep: Class 4 contains 290 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 218641 members 
Mstep: Class 8 contains 64158 members 
Mstep: Class 9 contains 36928 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 7117 members 
Mstep: Class 12 contains 61268 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 5497 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 169879 members 
Mstep: Class 17 contains 356 members 
Mstep: Class 18 contains 125866 members 
Mstep: Class 19 contains 159742 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 96309 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 1897 members 
Mstep: Class 24 contains 23614 members 
Mstep: Class 25 contains 18805 members 
Mstep: Class 26 contains 7077 members 
Mstep: Class 27 contains 9265 members 
Mstep: Class 28 contains 1634 members 
Mstep: Class 29 contains 170570 members 
Mstep: Class 30 contains 470 members 
Mstep: Class 31 contains 2463 members 
Mstep: Class 32 contains 7235 members 
Mstep: Class 33 contains 2961 members 
Mstep: Class 34 contains 2566 members 
Mstep: Class 35 contains 3925 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 74548 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 206966 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 176525 members 
Mstep: Class 43 contains 2419 members 
Mstep: Class 44 contains 87132 members 
Mstep: Class 45 contains 1596 members 
Mstep: Class 46 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90591832.000000 Penalty: 30330.355469
Iteration 141Q: 47 clusters Score -9.059183e+07 nChanged 36375
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 98419 members 
Mstep: Class 3 contains 105448 members 
Mstep: Class 4 contains 291 members 
Mstep: Class 5 contains 1218 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 218629 members 
Mstep: Class 8 contains 62511 members 
Mstep: Class 9 contains 36927 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 7105 members 
Mstep: Class 12 contains 61281 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 5362 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 171300 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 125228 members 
Mstep: Class 19 contains 158369 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 95874 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 1918 members 
Mstep: Class 24 contains 22274 members 
Mstep: Class 25 contains 18788 members 
Mstep: Class 26 contains 7081 members 
Mstep: Class 27 contains 9262 members 
Mstep: Class 28 contains 1718 members 
Mstep: Class 29 contains 163850 members 
Mstep: Class 30 contains 470 members 
Mstep: Class 31 contains 2449 members 
Mstep: Class 32 contains 7093 members 
Mstep: Class 33 contains 3044 members 
Mstep: Class 34 contains 2570 members 
Mstep: Class 35 contains 3938 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 77967 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 206274 members 
Mstep: Class 40 contains 1286 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 176047 members 
Mstep: Class 43 contains 2431 members 
Mstep: Class 44 contains 95577 members 
Mstep: Class 45 contains 1602 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90594472.000000 Penalty: 30330.355469
Iteration 142Q: 47 clusters Score -9.059447e+07 nChanged 37573
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 98579 members 
Mstep: Class 3 contains 106299 members 
Mstep: Class 4 contains 290 members 
Mstep: Class 5 contains 1226 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 218634 members 
Mstep: Class 8 contains 60212 members 
Mstep: Class 9 contains 36938 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 7113 members 
Mstep: Class 12 contains 61289 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 5252 members 
Mstep: Class 15 contains 421 members 
Mstep: Class 16 contains 172069 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 124807 members 
Mstep: Class 19 contains 157153 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 95429 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 1925 members 
Mstep: Class 24 contains 20504 members 
Mstep: Class 25 contains 18778 members 
Mstep: Class 26 contains 7086 members 
Mstep: Class 27 contains 9257 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 157794 members 
Mstep: Class 30 contains 468 members 
Mstep: Class 31 contains 2445 members 
Mstep: Class 32 contains 6946 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 2574 members 
Mstep: Class 35 contains 3947 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 80988 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 205545 members 
Mstep: Class 40 contains 1282 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 175647 members 
Mstep: Class 43 contains 2437 members 
Mstep: Class 44 contains 104175 members 
Mstep: Class 45 contains 1607 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90596672.000000 Penalty: 30330.355469
Iteration 143Q: 47 clusters Score -9.059667e+07 nChanged 36315
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 98751 members 
Mstep: Class 3 contains 107564 members 
Mstep: Class 4 contains 293 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 218582 members 
Mstep: Class 8 contains 57838 members 
Mstep: Class 9 contains 36932 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 7117 members 
Mstep: Class 12 contains 61274 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 5162 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 172131 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 124439 members 
Mstep: Class 19 contains 155913 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 94918 members 
Mstep: Class 22 contains 982 members 
Mstep: Class 23 contains 1936 members 
Mstep: Class 24 contains 18551 members 
Mstep: Class 25 contains 18780 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 9253 members 
Mstep: Class 28 contains 1861 members 
Mstep: Class 29 contains 152446 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 2446 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 3228 members 
Mstep: Class 34 contains 2575 members 
Mstep: Class 35 contains 3958 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 83739 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 205080 members 
Mstep: Class 40 contains 1281 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 175153 members 
Mstep: Class 43 contains 2441 members 
Mstep: Class 44 contains 112804 members 
Mstep: Class 45 contains 1610 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90599144.000000 Penalty: 30330.355469
Iteration 144Q: 47 clusters Score -9.059914e+07 nChanged 33315
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 98822 members 
Mstep: Class 3 contains 108815 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1231 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 218525 members 
Mstep: Class 8 contains 55985 members 
Mstep: Class 9 contains 36938 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 7093 members 
Mstep: Class 12 contains 61209 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 415 members 
Mstep: Class 16 contains 171178 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 124081 members 
Mstep: Class 19 contains 154568 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 94377 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 1940 members 
Mstep: Class 24 contains 16657 members 
Mstep: Class 25 contains 18790 members 
Mstep: Class 26 contains 7097 members 
Mstep: Class 27 contains 9252 members 
Mstep: Class 28 contains 1957 members 
Mstep: Class 29 contains 147997 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 2444 members 
Mstep: Class 32 contains 6653 members 
Mstep: Class 33 contains 3313 members 
Mstep: Class 34 contains 2575 members 
Mstep: Class 35 contains 3972 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 86722 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 204544 members 
Mstep: Class 40 contains 1279 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 174456 members 
Mstep: Class 43 contains 2442 members 
Mstep: Class 44 contains 121274 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90601960.000000 Penalty: 30330.355469
Iteration 145Q: 47 clusters Score -9.060196e+07 nChanged 31102
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 98841 members 
Mstep: Class 3 contains 110158 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1235 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 218489 members 
Mstep: Class 8 contains 54248 members 
Mstep: Class 9 contains 36947 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7065 members 
Mstep: Class 12 contains 61144 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 5097 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 169360 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 123453 members 
Mstep: Class 19 contains 153193 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 93868 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1951 members 
Mstep: Class 24 contains 14964 members 
Mstep: Class 25 contains 18800 members 
Mstep: Class 26 contains 7098 members 
Mstep: Class 27 contains 9251 members 
Mstep: Class 28 contains 2046 members 
Mstep: Class 29 contains 144359 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 2447 members 
Mstep: Class 32 contains 6487 members 
Mstep: Class 33 contains 3418 members 
Mstep: Class 34 contains 2576 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 89930 members 
Mstep: Class 38 contains 1394 members 
Mstep: Class 39 contains 203724 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 173744 members 
Mstep: Class 43 contains 2445 members 
Mstep: Class 44 contains 129744 members 
Mstep: Class 45 contains 1616 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90604184.000000 Penalty: 30330.355469
Iteration 146Q: 47 clusters Score -9.060418e+07 nChanged 28756
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 98829 members 
Mstep: Class 3 contains 111249 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 218433 members 
Mstep: Class 8 contains 52647 members 
Mstep: Class 9 contains 36956 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7053 members 
Mstep: Class 12 contains 61099 members 
Mstep: Class 13 contains 543 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 167006 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 122420 members 
Mstep: Class 19 contains 152060 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 93338 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 13532 members 
Mstep: Class 25 contains 18794 members 
Mstep: Class 26 contains 7096 members 
Mstep: Class 27 contains 9251 members 
Mstep: Class 28 contains 2135 members 
Mstep: Class 29 contains 141486 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 2448 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 3561 members 
Mstep: Class 34 contains 2575 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 93212 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 202756 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 173008 members 
Mstep: Class 43 contains 2447 members 
Mstep: Class 44 contains 138110 members 
Mstep: Class 45 contains 1619 members 
Mstep: Class 46 contains 2916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90606224.000000 Penalty: 30330.355469
Iteration 147Q: 47 clusters Score -9.060622e+07 nChanged 27727
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 98857 members 
Mstep: Class 3 contains 111996 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 218387 members 
Mstep: Class 8 contains 51080 members 
Mstep: Class 9 contains 36963 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7029 members 
Mstep: Class 12 contains 61016 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 404 members 
Mstep: Class 16 contains 164158 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 121017 members 
Mstep: Class 19 contains 151121 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 92750 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 12303 members 
Mstep: Class 25 contains 18826 members 
Mstep: Class 26 contains 7097 members 
Mstep: Class 27 contains 9250 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 139074 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 2438 members 
Mstep: Class 32 contains 6099 members 
Mstep: Class 33 contains 3729 members 
Mstep: Class 34 contains 2578 members 
Mstep: Class 35 contains 3989 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 96725 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 201668 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 172545 members 
Mstep: Class 43 contains 2446 members 
Mstep: Class 44 contains 146441 members 
Mstep: Class 45 contains 1622 members 
Mstep: Class 46 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90607760.000000 Penalty: 30330.355469
Iteration 148Q: 47 clusters Score -9.060776e+07 nChanged 27711
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 98892 members 
Mstep: Class 3 contains 112359 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1249 members 
Mstep: Class 6 contains 2142 members 
Mstep: Class 7 contains 218359 members 
Mstep: Class 8 contains 49515 members 
Mstep: Class 9 contains 36978 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 60937 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 160858 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 119127 members 
Mstep: Class 19 contains 150276 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 92105 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 1953 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 18850 members 
Mstep: Class 26 contains 7101 members 
Mstep: Class 27 contains 9250 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 137172 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2433 members 
Mstep: Class 32 contains 5860 members 
Mstep: Class 33 contains 3934 members 
Mstep: Class 34 contains 2579 members 
Mstep: Class 35 contains 3989 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 100518 members 
Mstep: Class 38 contains 1394 members 
Mstep: Class 39 contains 200706 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 172365 members 
Mstep: Class 43 contains 2445 members 
Mstep: Class 44 contains 154597 members 
Mstep: Class 45 contains 1623 members 
Mstep: Class 46 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90609456.000000 Penalty: 30330.355469
Iteration 149Q: 47 clusters Score -9.060946e+07 nChanged 27841
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 98886 members 
Mstep: Class 3 contains 112334 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1254 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 218319 members 
Mstep: Class 8 contains 47984 members 
Mstep: Class 9 contains 36979 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6991 members 
Mstep: Class 12 contains 60872 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 14 contains 5206 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 157162 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 116939 members 
Mstep: Class 19 contains 149485 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 91437 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 10315 members 
Mstep: Class 25 contains 18852 members 
Mstep: Class 26 contains 7102 members 
Mstep: Class 27 contains 9248 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 135898 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2421 members 
Mstep: Class 32 contains 5659 members 
Mstep: Class 33 contains 4152 members 
Mstep: Class 34 contains 2582 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 104674 members 
Mstep: Class 38 contains 1394 members 
Mstep: Class 39 contains 199731 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 172366 members 
Mstep: Class 43 contains 2445 members 
Mstep: Class 44 contains 162517 members 
Mstep: Class 45 contains 1623 members 
Mstep: Class 46 contains 2912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90611968.000000 Penalty: 30330.355469
Iteration 150Q: 47 clusters Score -9.061197e+07 nChanged 27079
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 98841 members 
Mstep: Class 3 contains 111834 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 218355 members 
Mstep: Class 8 contains 46138 members 
Mstep: Class 9 contains 36988 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6980 members 
Mstep: Class 12 contains 60795 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 5251 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 153159 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 115061 members 
Mstep: Class 19 contains 148041 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90835 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 9729 members 
Mstep: Class 25 contains 18876 members 
Mstep: Class 26 contains 7102 members 
Mstep: Class 27 contains 9246 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 134406 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2421 members 
Mstep: Class 32 contains 5462 members 
Mstep: Class 33 contains 4336 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 3992 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 109460 members 
Mstep: Class 38 contains 1394 members 
Mstep: Class 39 contains 198703 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 172695 members 
Mstep: Class 43 contains 2444 members 
Mstep: Class 44 contains 170772 members 
Mstep: Class 45 contains 1624 members 
Mstep: Class 46 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90615224.000000 Penalty: 30330.355469
Iteration 151Q: 47 clusters Score -9.061522e+07 nChanged 29542
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 98790 members 
Mstep: Class 3 contains 110422 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1267 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 218498 members 
Mstep: Class 8 contains 44160 members 
Mstep: Class 9 contains 36991 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 60738 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 417 members 
Mstep: Class 16 contains 148676 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 113832 members 
Mstep: Class 19 contains 145225 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90271 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 1952 members 
Mstep: Class 24 contains 9516 members 
Mstep: Class 25 contains 18894 members 
Mstep: Class 26 contains 7103 members 
Mstep: Class 27 contains 9245 members 
Mstep: Class 28 contains 2550 members 
Mstep: Class 29 contains 132861 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2412 members 
Mstep: Class 32 contains 5255 members 
Mstep: Class 33 contains 4542 members 
Mstep: Class 34 contains 2585 members 
Mstep: Class 35 contains 3999 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 115244 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 197662 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 173172 members 
Mstep: Class 43 contains 2443 members 
Mstep: Class 44 contains 179660 members 
Mstep: Class 45 contains 1625 members 
Mstep: Class 46 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90616496.000000 Penalty: 30330.355469
Iteration 152Q: 47 clusters Score -9.06165e+07 nChanged 32116
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 98778 members 
Mstep: Class 3 contains 108126 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1278 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 218650 members 
Mstep: Class 8 contains 42094 members 
Mstep: Class 9 contains 36984 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 60707 members 
Mstep: Class 13 contains 496 members 
Mstep: Class 14 contains 5365 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 144340 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 113078 members 
Mstep: Class 19 contains 141154 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 89786 members 
Mstep: Class 22 contains 932 members 
Mstep: Class 23 contains 1950 members 
Mstep: Class 24 contains 9556 members 
Mstep: Class 25 contains 18904 members 
Mstep: Class 26 contains 7105 members 
Mstep: Class 27 contains 9243 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 131156 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2409 members 
Mstep: Class 32 contains 5019 members 
Mstep: Class 33 contains 4734 members 
Mstep: Class 34 contains 2586 members 
Mstep: Class 35 contains 4002 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 122116 members 
Mstep: Class 38 contains 1394 members 
Mstep: Class 39 contains 196909 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 173537 members 
Mstep: Class 43 contains 2441 members 
Mstep: Class 44 contains 188693 members 
Mstep: Class 45 contains 1628 members 
Mstep: Class 46 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90616192.000000 Penalty: 30330.355469
Iteration 153Q: 47 clusters Score -9.061619e+07 nChanged 34550
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 98857 members 
Mstep: Class 3 contains 105838 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 218784 members 
Mstep: Class 8 contains 39778 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6925 members 
Mstep: Class 12 contains 60629 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 141022 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 112751 members 
Mstep: Class 19 contains 136203 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 89324 members 
Mstep: Class 22 contains 931 members 
Mstep: Class 23 contains 1951 members 
Mstep: Class 24 contains 9892 members 
Mstep: Class 25 contains 18913 members 
Mstep: Class 26 contains 7105 members 
Mstep: Class 27 contains 9243 members 
Mstep: Class 28 contains 2679 members 
Mstep: Class 29 contains 129188 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2400 members 
Mstep: Class 32 contains 4757 members 
Mstep: Class 33 contains 4898 members 
Mstep: Class 34 contains 2587 members 
Mstep: Class 35 contains 4001 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 130062 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 196529 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 173708 members 
Mstep: Class 43 contains 2440 members 
Mstep: Class 44 contains 196147 members 
Mstep: Class 45 contains 1626 members 
Mstep: Class 46 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90611440.000000 Penalty: 30330.355469
Iteration 154Q: 47 clusters Score -9.061144e+07 nChanged 34028
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 99058 members 
Mstep: Class 3 contains 104512 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 2025 members 
Mstep: Class 7 contains 218900 members 
Mstep: Class 8 contains 37015 members 
Mstep: Class 9 contains 36975 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6920 members 
Mstep: Class 12 contains 60579 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 5434 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 139469 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 112636 members 
Mstep: Class 19 contains 131565 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 88926 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 1944 members 
Mstep: Class 24 contains 10475 members 
Mstep: Class 25 contains 18921 members 
Mstep: Class 26 contains 7102 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 2730 members 
Mstep: Class 29 contains 126783 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 4488 members 
Mstep: Class 33 contains 5057 members 
Mstep: Class 34 contains 2588 members 
Mstep: Class 35 contains 3998 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 138707 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 196361 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 173712 members 
Mstep: Class 43 contains 2439 members 
Mstep: Class 44 contains 200077 members 
Mstep: Class 45 contains 1625 members 
Mstep: Class 46 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90606504.000000 Penalty: 30330.355469
Iteration 155Q: 47 clusters Score -9.06065e+07 nChanged 31158
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 99379 members 
Mstep: Class 3 contains 104023 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1300 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 7 contains 218945 members 
Mstep: Class 8 contains 33890 members 
Mstep: Class 9 contains 36974 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6915 members 
Mstep: Class 12 contains 60516 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 5456 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 139256 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 112429 members 
Mstep: Class 19 contains 128181 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 88571 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 11340 members 
Mstep: Class 25 contains 18912 members 
Mstep: Class 26 contains 7100 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 2776 members 
Mstep: Class 29 contains 124074 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 4220 members 
Mstep: Class 33 contains 5245 members 
Mstep: Class 34 contains 2589 members 
Mstep: Class 35 contains 3996 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 147750 members 
Mstep: Class 38 contains 1387 members 
Mstep: Class 39 contains 196400 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 173419 members 
Mstep: Class 43 contains 2436 members 
Mstep: Class 44 contains 200642 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90602648.000000 Penalty: 30330.355469
Iteration 156Q: 47 clusters Score -9.060265e+07 nChanged 29105
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 99681 members 
Mstep: Class 3 contains 104144 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 218961 members 
Mstep: Class 8 contains 30272 members 
Mstep: Class 9 contains 36967 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 60466 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 139473 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 112113 members 
Mstep: Class 19 contains 125890 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 88253 members 
Mstep: Class 22 contains 925 members 
Mstep: Class 23 contains 1944 members 
Mstep: Class 24 contains 12438 members 
Mstep: Class 25 contains 18899 members 
Mstep: Class 26 contains 7101 members 
Mstep: Class 27 contains 9238 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 120860 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2388 members 
Mstep: Class 32 contains 4017 members 
Mstep: Class 33 contains 5489 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 3989 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 156926 members 
Mstep: Class 38 contains 1387 members 
Mstep: Class 39 contains 196558 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 173060 members 
Mstep: Class 43 contains 2435 members 
Mstep: Class 44 contains 199669 members 
Mstep: Class 45 contains 1628 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90599864.000000 Penalty: 30330.355469
Iteration 157Q: 47 clusters Score -9.059986e+07 nChanged 27079
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 99934 members 
Mstep: Class 3 contains 104601 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 218959 members 
Mstep: Class 8 contains 26370 members 
Mstep: Class 9 contains 36974 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6885 members 
Mstep: Class 12 contains 60413 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 5452 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 139812 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111708 members 
Mstep: Class 19 contains 124083 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87958 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1938 members 
Mstep: Class 24 contains 13685 members 
Mstep: Class 25 contains 18895 members 
Mstep: Class 26 contains 7102 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2856 members 
Mstep: Class 29 contains 117720 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2392 members 
Mstep: Class 32 contains 3848 members 
Mstep: Class 33 contains 5757 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3987 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 165384 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 196861 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 172798 members 
Mstep: Class 43 contains 2434 members 
Mstep: Class 44 contains 198341 members 
Mstep: Class 45 contains 1628 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90597640.000000 Penalty: 30330.355469
Iteration 158Q: 47 clusters Score -9.059764e+07 nChanged 25470
Entering ConstructFrom: 
Score: -90597640.000000 Penalty: 30330.355469
Entering ConstructFrom: 
Trying to split cluster 1 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -35137.851562 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -35137.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -34481.761719 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -34481.76 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34693.164062 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -34693.16 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34744.828125 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -34744.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34777.218750 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -34777.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34822.714844 Penalty: 608.640259
	Iteration 4Q: 3 clusters Score -34822.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -34850.105469 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -34850.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -34869.128906 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -34869.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -34880.234375 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -34880.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34888.484375 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -34888.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -34893.066406 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -34893.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -34897.882812 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -34897.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -34900.238281 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -34900.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -34900.878906 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -34900.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -34902.687500 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -34902.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -34905.570312 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -34905.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -34905.765625 Penalty: 608.640259
	Iteration 15Q: 3 clusters Score -34905.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -34905.765625 Penalty: 608.640259
	Iteration 16F: 3 clusters Score -34905.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (100153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100153 members 
Entering Unmasked Estep 
Score: -4805646.000000 Penalty: 523.907654
	Iteration 0F: 2 clusters Score -4805646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -4737927.500000 Penalty: 1047.815308
	Iteration 0F: 3 clusters Score -4737928 nChanged 48987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -4769202.500000 Penalty: 1047.815308
	Iteration 1F: 3 clusters Score -4769202 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -4771420.500000 Penalty: 1047.815308
	Iteration 2F: 3 clusters Score -4771420 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -4774018.500000 Penalty: 1047.815308
	Iteration 3F: 3 clusters Score -4774018 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -4777242.500000 Penalty: 1047.815308
	Iteration 4F: 3 clusters Score -4777242 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -4781693.000000 Penalty: 1047.815308
	Iteration 5F: 3 clusters Score -4781693 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -4787244.500000 Penalty: 1047.815308
	Iteration 6F: 3 clusters Score -4787244 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -4791408.000000 Penalty: 1047.815308
	Iteration 7F: 3 clusters Score -4791408 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -4793301.000000 Penalty: 1047.815308
	Iteration 8Q: 3 clusters Score -4793301 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -4794321.000000 Penalty: 1047.815308
	Iteration 9Q: 3 clusters Score -4794321 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -4795140.500000 Penalty: 1047.815308
	Iteration 10Q: 3 clusters Score -4795140 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -4795787.000000 Penalty: 1047.815308
	Iteration 11Q: 3 clusters Score -4795787 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -4796395.500000 Penalty: 1047.815308
	Iteration 12Q: 3 clusters Score -4796396 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -4796907.500000 Penalty: 1047.815308
	Iteration 13Q: 3 clusters Score -4796908 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -4797335.000000 Penalty: 1047.815308
	Iteration 14Q: 3 clusters Score -4797335 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -4797773.000000 Penalty: 1047.815308
	Iteration 15Q: 3 clusters Score -4797773 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -4798162.500000 Penalty: 1047.815308
	Iteration 16Q: 3 clusters Score -4798162 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -4798559.000000 Penalty: 1047.815308
	Iteration 17Q: 3 clusters Score -4798559 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -4798998.500000 Penalty: 1047.815308
	Iteration 18Q: 3 clusters Score -4798998 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -4799422.500000 Penalty: 1047.815308
	Iteration 19Q: 3 clusters Score -4799422 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -4799875.500000 Penalty: 1047.815308
	Iteration 20F: 3 clusters Score -4799876 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 85959 members 
Entering Unmasked Estep 
Score: -4800317.500000 Penalty: 1047.815308
	Iteration 21Q: 3 clusters Score -4800318 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 87192 members 
Entering Unmasked Estep 
Score: -4800760.500000 Penalty: 1047.815308
	Iteration 22Q: 3 clusters Score -4800760 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -4801173.000000 Penalty: 1047.815308
	Iteration 23Q: 3 clusters Score -4801173 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 89475 members 
Entering Unmasked Estep 
Score: -4801527.500000 Penalty: 1047.815308
	Iteration 24Q: 3 clusters Score -4801528 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 90527 members 
Entering Unmasked Estep 
Score: -4801918.500000 Penalty: 1047.815308
	Iteration 25Q: 3 clusters Score -4801918 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -4802275.000000 Penalty: 1047.815308
	Iteration 26Q: 3 clusters Score -4802275 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 92430 members 
Entering Unmasked Estep 
Score: -4802642.500000 Penalty: 1047.815308
	Iteration 27Q: 3 clusters Score -4802642 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 93285 members 
Entering Unmasked Estep 
Score: -4802955.500000 Penalty: 1047.815308
	Iteration 28Q: 3 clusters Score -4802956 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -4803233.500000 Penalty: 1047.815308
	Iteration 29Q: 3 clusters Score -4803234 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 94710 members 
Entering Unmasked Estep 
Score: -4803477.000000 Penalty: 1047.815308
	Iteration 30Q: 3 clusters Score -4803477 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -4803722.500000 Penalty: 1047.815308
	Iteration 31Q: 3 clusters Score -4803722 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 95917 members 
Entering Unmasked Estep 
Score: -4803961.000000 Penalty: 1047.815308
	Iteration 32Q: 3 clusters Score -4803961 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -4804184.000000 Penalty: 1047.815308
	Iteration 33Q: 3 clusters Score -4804184 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 96888 members 
Entering Unmasked Estep 
Score: -4804358.500000 Penalty: 1047.815308
	Iteration 34Q: 3 clusters Score -4804358 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 97269 members 
Entering Unmasked Estep 
Score: -4804512.000000 Penalty: 1047.815308
	Iteration 35Q: 3 clusters Score -4804512 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -4804622.000000 Penalty: 1047.815308
	Iteration 36Q: 3 clusters Score -4804622 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 97896 members 
Entering Unmasked Estep 
Score: -4804747.500000 Penalty: 1047.815308
	Iteration 37Q: 3 clusters Score -4804748 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -4804809.500000 Penalty: 1047.815308
	Iteration 38Q: 3 clusters Score -4804810 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -4804874.000000 Penalty: 1047.815308
	Iteration 39Q: 3 clusters Score -4804874 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -4804898.000000 Penalty: 1047.815308
	Iteration 40F: 3 clusters Score -4804898 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 98603 members 
Entering Unmasked Estep 
Score: -4804936.000000 Penalty: 1047.815308
	Iteration 41Q: 3 clusters Score -4804936 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -4804971.500000 Penalty: 1047.815308
	Iteration 42Q: 3 clusters Score -4804972 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 98806 members 
Entering Unmasked Estep 
Score: -4805018.000000 Penalty: 1047.815308
	Iteration 43Q: 3 clusters Score -4805018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 98891 members 
Entering Unmasked Estep 
Score: -4805066.500000 Penalty: 1047.815308
	Iteration 44Q: 3 clusters Score -4805066 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -4805080.500000 Penalty: 1047.815308
	Iteration 45Q: 3 clusters Score -4805080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 99036 members 
Entering Unmasked Estep 
Score: -4805099.500000 Penalty: 1047.815308
	Iteration 46Q: 3 clusters Score -4805100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -4805126.500000 Penalty: 1047.815308
	Iteration 47Q: 3 clusters Score -4805126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 99167 members 
Entering Unmasked Estep 
Score: -4805148.000000 Penalty: 1047.815308
	Iteration 48Q: 3 clusters Score -4805148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 99207 members 
Entering Unmasked Estep 
Score: -4805165.000000 Penalty: 1047.815308
	Iteration 49Q: 3 clusters Score -4805165 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 99250 members 
Entering Unmasked Estep 
Score: -4805175.500000 Penalty: 1047.815308
	Iteration 50Q: 3 clusters Score -4805176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
Score: -4805188.000000 Penalty: 1047.815308
	Iteration 51Q: 3 clusters Score -4805188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 99290 members 
Entering Unmasked Estep 
Score: -4805193.000000 Penalty: 1047.815308
	Iteration 52Q: 3 clusters Score -4805193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 99305 members 
Entering Unmasked Estep 
Score: -4805199.500000 Penalty: 1047.815308
	Iteration 53Q: 3 clusters Score -4805200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 99318 members 
Entering Unmasked Estep 
Score: -4805200.000000 Penalty: 1047.815308
	Iteration 54Q: 3 clusters Score -4805200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
Score: -4805205.000000 Penalty: 1047.815308
	Iteration 55Q: 3 clusters Score -4805205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 99365 members 
Entering Unmasked Estep 
Score: -4805205.500000 Penalty: 1047.815308
	Iteration 56Q: 3 clusters Score -4805206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 99390 members 
Entering Unmasked Estep 
Score: -4805210.000000 Penalty: 1047.815308
	Iteration 57Q: 3 clusters Score -4805210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -4805222.500000 Penalty: 1047.815308
	Iteration 58Q: 3 clusters Score -4805222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 99429 members 
Entering Unmasked Estep 
Score: -4805219.500000 Penalty: 1047.815308
	Iteration 59Q: 3 clusters Score -4805220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 99440 members 
Entering Unmasked Estep 
Score: -4805225.000000 Penalty: 1047.815308
	Iteration 60F: 3 clusters Score -4805225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -4805221.000000 Penalty: 1047.815308
	Iteration 61Q: 3 clusters Score -4805221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -4805222.500000 Penalty: 1047.815308
	Iteration 62Q: 3 clusters Score -4805222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 99482 members 
Entering Unmasked Estep 
Score: -4805226.500000 Penalty: 1047.815308
	Iteration 63Q: 3 clusters Score -4805226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -4805226.500000 Penalty: 1047.815308
	Iteration 64Q: 3 clusters Score -4805226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 99503 members 
Entering Unmasked Estep 
Score: -4805223.500000 Penalty: 1047.815308
	Iteration 65Q: 3 clusters Score -4805224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 99508 members 
Entering Unmasked Estep 
Score: -4805225.000000 Penalty: 1047.815308
	Iteration 66Q: 3 clusters Score -4805225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 99511 members 
Entering Unmasked Estep 
Score: -4805226.500000 Penalty: 1047.815308
	Iteration 67Q: 3 clusters Score -4805226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -4805231.500000 Penalty: 1047.815308
	Iteration 68Q: 3 clusters Score -4805232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 99517 members 
Entering Unmasked Estep 
Score: -4805229.000000 Penalty: 1047.815308
	Iteration 69Q: 3 clusters Score -4805229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -4805229.000000 Penalty: 1047.815308
	Iteration 70Q: 3 clusters Score -4805229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 99526 members 
Entering Unmasked Estep 
Score: -4805227.500000 Penalty: 1047.815308
	Iteration 71Q: 3 clusters Score -4805228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -4805231.000000 Penalty: 1047.815308
	Iteration 72Q: 3 clusters Score -4805231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -4805234.000000 Penalty: 1047.815308
	Iteration 73Q: 3 clusters Score -4805234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
Score: -4805233.500000 Penalty: 1047.815308
	Iteration 74Q: 3 clusters Score -4805234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -4805235.000000 Penalty: 1047.815308
	Iteration 75Q: 3 clusters Score -4805235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
Score: -4805237.000000 Penalty: 1047.815308
	Iteration 76Q: 3 clusters Score -4805237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -4805236.500000 Penalty: 1047.815308
	Iteration 77Q: 3 clusters Score -4805236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 99544 members 
Entering Unmasked Estep 
Score: -4805237.000000 Penalty: 1047.815308
	Iteration 78Q: 3 clusters Score -4805237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 99547 members 
Entering Unmasked Estep 
Score: -4805239.000000 Penalty: 1047.815308
	Iteration 79Q: 3 clusters Score -4805239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 99552 members 
Entering Unmasked Estep 
Score: -4805237.000000 Penalty: 1047.815308
	Iteration 80F: 3 clusters Score -4805237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -4805240.000000 Penalty: 1047.815308
	Iteration 81Q: 3 clusters Score -4805240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -4805242.500000 Penalty: 1047.815308
	Iteration 82Q: 3 clusters Score -4805242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -4805240.500000 Penalty: 1047.815308
	Iteration 83Q: 3 clusters Score -4805240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -4805241.000000 Penalty: 1047.815308
	Iteration 84Q: 3 clusters Score -4805241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 99558 members 
Entering Unmasked Estep 
Score: -4805239.500000 Penalty: 1047.815308
	Iteration 85Q: 3 clusters Score -4805240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -4805239.500000 Penalty: 1047.815308
	Iteration 86Q: 3 clusters Score -4805240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -4805241.000000 Penalty: 1047.815308
	Iteration 87Q: 3 clusters Score -4805241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -4805238.000000 Penalty: 1047.815308
	Iteration 88Q: 3 clusters Score -4805238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 99567 members 
Entering Unmasked Estep 
Score: -4805238.000000 Penalty: 1047.815308
	Iteration 89Q: 3 clusters Score -4805238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -4805240.500000 Penalty: 1047.815308
	Iteration 90Q: 3 clusters Score -4805240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 99573 members 
Entering Unmasked Estep 
Score: -4805246.000000 Penalty: 1047.815308
	Iteration 91Q: 3 clusters Score -4805246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 99578 members 
Entering Unmasked Estep 
Score: -4805249.500000 Penalty: 1047.815308
	Iteration 92Q: 3 clusters Score -4805250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -4805259.000000 Penalty: 1047.815308
	Iteration 93Q: 3 clusters Score -4805259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 99595 members 
Entering Unmasked Estep 
Score: -4805256.500000 Penalty: 1047.815308
	Iteration 94Q: 3 clusters Score -4805256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
Score: -4805255.500000 Penalty: 1047.815308
	Iteration 95Q: 3 clusters Score -4805256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -4805254.500000 Penalty: 1047.815308
	Iteration 96Q: 3 clusters Score -4805254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -4805256.000000 Penalty: 1047.815308
	Iteration 97Q: 3 clusters Score -4805256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 99601 members 
Entering Unmasked Estep 
Score: -4805255.500000 Penalty: 1047.815308
	Iteration 98Q: 3 clusters Score -4805256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -4805255.500000 Penalty: 1047.815308
	Iteration 99Q: 3 clusters Score -4805256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -4805255.500000 Penalty: 1047.815308
	Iteration 100F: 3 clusters Score -4805256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Entering Unmasked Estep 
Score: -5246662.500000 Penalty: 526.100952
	Iteration 0F: 2 clusters Score -5246662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -5176698.500000 Penalty: 1052.201904
	Iteration 0F: 3 clusters Score -5176698 nChanged 51353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -5207518.000000 Penalty: 1052.201904
	Iteration 1F: 3 clusters Score -5207518 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -5209036.500000 Penalty: 1052.201904
	Iteration 2Q: 3 clusters Score -5209036 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -5211725.500000 Penalty: 1052.201904
	Iteration 3F: 3 clusters Score -5211726 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -5216205.000000 Penalty: 1052.201904
	Iteration 4F: 3 clusters Score -5216205 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -5222749.000000 Penalty: 1052.201904
	Iteration 5F: 3 clusters Score -5222749 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -5230008.000000 Penalty: 1052.201904
	Iteration 6F: 3 clusters Score -5230008 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -5235397.000000 Penalty: 1052.201904
	Iteration 7F: 3 clusters Score -5235397 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -5238024.000000 Penalty: 1052.201904
	Iteration 8Q: 3 clusters Score -5238024 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -5239516.500000 Penalty: 1052.201904
	Iteration 9Q: 3 clusters Score -5239516 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -5240625.000000 Penalty: 1052.201904
	Iteration 10Q: 3 clusters Score -5240625 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5241512.000000 Penalty: 1052.201904
	Iteration 11Q: 3 clusters Score -5241512 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5242186.500000 Penalty: 1052.201904
	Iteration 12Q: 3 clusters Score -5242186 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -5242693.500000 Penalty: 1052.201904
	Iteration 13Q: 3 clusters Score -5242694 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -5243099.000000 Penalty: 1052.201904
	Iteration 14Q: 3 clusters Score -5243099 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85250 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -5243346.000000 Penalty: 1052.201904
	Iteration 15Q: 3 clusters Score -5243346 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -5243554.000000 Penalty: 1052.201904
	Iteration 16Q: 3 clusters Score -5243554 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -5243698.000000 Penalty: 1052.201904
	Iteration 17Q: 3 clusters Score -5243698 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -5243808.500000 Penalty: 1052.201904
	Iteration 18Q: 3 clusters Score -5243808 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -5243892.500000 Penalty: 1052.201904
	Iteration 19Q: 3 clusters Score -5243892 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5243951.500000 Penalty: 1052.201904
	Iteration 20F: 3 clusters Score -5243952 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -5244034.500000 Penalty: 1052.201904
	Iteration 21Q: 3 clusters Score -5244034 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87643 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -5244087.000000 Penalty: 1052.201904
	Iteration 22Q: 3 clusters Score -5244087 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -5244117.500000 Penalty: 1052.201904
	Iteration 23Q: 3 clusters Score -5244118 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5244173.500000 Penalty: 1052.201904
	Iteration 24Q: 3 clusters Score -5244174 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -5244197.000000 Penalty: 1052.201904
	Iteration 25Q: 3 clusters Score -5244197 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -5244239.000000 Penalty: 1052.201904
	Iteration 26Q: 3 clusters Score -5244239 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -5244298.000000 Penalty: 1052.201904
	Iteration 27Q: 3 clusters Score -5244298 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -5244331.000000 Penalty: 1052.201904
	Iteration 28Q: 3 clusters Score -5244331 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -5244371.500000 Penalty: 1052.201904
	Iteration 29Q: 3 clusters Score -5244372 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89237 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5244409.500000 Penalty: 1052.201904
	Iteration 30Q: 3 clusters Score -5244410 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89393 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5244432.500000 Penalty: 1052.201904
	Iteration 31Q: 3 clusters Score -5244432 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -5244476.000000 Penalty: 1052.201904
	Iteration 32Q: 3 clusters Score -5244476 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5244503.500000 Penalty: 1052.201904
	Iteration 33Q: 3 clusters Score -5244504 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89843 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -5244502.000000 Penalty: 1052.201904
	Iteration 34Q: 3 clusters Score -5244502 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -5244527.500000 Penalty: 1052.201904
	Iteration 35Q: 3 clusters Score -5244528 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -5244554.500000 Penalty: 1052.201904
	Iteration 36Q: 3 clusters Score -5244554 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -5244579.500000 Penalty: 1052.201904
	Iteration 37Q: 3 clusters Score -5244580 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -5244590.500000 Penalty: 1052.201904
	Iteration 38Q: 3 clusters Score -5244590 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -5244607.500000 Penalty: 1052.201904
	Iteration 39Q: 3 clusters Score -5244608 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -5244616.000000 Penalty: 1052.201904
	Iteration 40F: 3 clusters Score -5244616 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -5244662.500000 Penalty: 1052.201904
	Iteration 41Q: 3 clusters Score -5244662 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -5244699.500000 Penalty: 1052.201904
	Iteration 42Q: 3 clusters Score -5244700 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5244748.500000 Penalty: 1052.201904
	Iteration 43Q: 3 clusters Score -5244748 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -5244781.000000 Penalty: 1052.201904
	Iteration 44Q: 3 clusters Score -5244781 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -5244820.000000 Penalty: 1052.201904
	Iteration 45Q: 3 clusters Score -5244820 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92019 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -5244865.000000 Penalty: 1052.201904
	Iteration 46Q: 3 clusters Score -5244865 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -5244912.000000 Penalty: 1052.201904
	Iteration 47Q: 3 clusters Score -5244912 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5244951.500000 Penalty: 1052.201904
	Iteration 48Q: 3 clusters Score -5244952 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -5244994.500000 Penalty: 1052.201904
	Iteration 49Q: 3 clusters Score -5244994 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -5245035.000000 Penalty: 1052.201904
	Iteration 50Q: 3 clusters Score -5245035 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -5245085.000000 Penalty: 1052.201904
	Iteration 51Q: 3 clusters Score -5245085 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -5245119.500000 Penalty: 1052.201904
	Iteration 52Q: 3 clusters Score -5245120 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5245146 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -5245169.500000 Penalty: 1052.201904
	Iteration 54Q: 3 clusters Score -5245170 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -5245199.000000 Penalty: 1052.201904
	Iteration 55Q: 3 clusters Score -5245199 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -5245259.000000 Penalty: 1052.201904
	Iteration 56Q: 3 clusters Score -5245259 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -5245318.500000 Penalty: 1052.201904
	Iteration 57Q: 3 clusters Score -5245318 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -5245339.500000 Penalty: 1052.201904
	Iteration 58Q: 3 clusters Score -5245340 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94877 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -5245357.000000 Penalty: 1052.201904
	Iteration 59Q: 3 clusters Score -5245357 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -5245375.500000 Penalty: 1052.201904
	Iteration 60F: 3 clusters Score -5245376 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -5245398.000000 Penalty: 1052.201904
	Iteration 61Q: 3 clusters Score -5245398 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -5245422.000000 Penalty: 1052.201904
	Iteration 62Q: 3 clusters Score -5245422 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -5245453.000000 Penalty: 1052.201904
	Iteration 63Q: 3 clusters Score -5245453 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -5245497.500000 Penalty: 1052.201904
	Iteration 64Q: 3 clusters Score -5245498 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -5245532.000000 Penalty: 1052.201904
	Iteration 65Q: 3 clusters Score -5245532 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -5245547.500000 Penalty: 1052.201904
	Iteration 66Q: 3 clusters Score -5245548 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5245584 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -5245620.500000 Penalty: 1052.201904
	Iteration 68Q: 3 clusters Score -5245620 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -5245643.000000 Penalty: 1052.201904
	Iteration 69Q: 3 clusters Score -5245643 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -5245657.500000 Penalty: 1052.201904
	Iteration 70Q: 3 clusters Score -5245658 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -5245674.000000 Penalty: 1052.201904
	Iteration 71Q: 3 clusters Score -5245674 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96939 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -5245694.000000 Penalty: 1052.201904
	Iteration 72Q: 3 clusters Score -5245694 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -5245708.500000 Penalty: 1052.201904
	Iteration 73Q: 3 clusters Score -5245708 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -5245727.500000 Penalty: 1052.201904
	Iteration 74Q: 3 clusters Score -5245728 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -5245737.000000 Penalty: 1052.201904
	Iteration 75Q: 3 clusters Score -5245737 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -5245740.000000 Penalty: 1052.201904
	Iteration 76Q: 3 clusters Score -5245740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97563 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -5245754.500000 Penalty: 1052.201904
	Iteration 77Q: 3 clusters Score -5245754 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5245764.500000 Penalty: 1052.201904
	Iteration 78Q: 3 clusters Score -5245764 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97780 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -5245776.000000 Penalty: 1052.201904
	Iteration 79Q: 3 clusters Score -5245776 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -5245781.000000 Penalty: 1052.201904
	Iteration 80F: 3 clusters Score -5245781 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -5245804.500000 Penalty: 1052.201904
	Iteration 81Q: 3 clusters Score -5245804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -5245816.500000 Penalty: 1052.201904
	Iteration 82Q: 3 clusters Score -5245816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -5245817.000000 Penalty: 1052.201904
	Iteration 83Q: 3 clusters Score -5245817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5245831.500000 Penalty: 1052.201904
	Iteration 84Q: 3 clusters Score -5245832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98220 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -5245823.500000 Penalty: 1052.201904
	Iteration 85Q: 3 clusters Score -5245824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98274 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -5245844.000000 Penalty: 1052.201904
	Iteration 86Q: 3 clusters Score -5245844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -5245848.500000 Penalty: 1052.201904
	Iteration 87Q: 3 clusters Score -5245848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -5245858.500000 Penalty: 1052.201904
	Iteration 88Q: 3 clusters Score -5245858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -5245873.000000 Penalty: 1052.201904
	Iteration 89Q: 3 clusters Score -5245873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -5245877.000000 Penalty: 1052.201904
	Iteration 90Q: 3 clusters Score -5245877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -5245891.500000 Penalty: 1052.201904
	Iteration 91Q: 3 clusters Score -5245892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -5245895.500000 Penalty: 1052.201904
	Iteration 92Q: 3 clusters Score -5245896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -5245883.000000 Penalty: 1052.201904
	Iteration 93Q: 3 clusters Score -5245883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98646 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5245885.000000 Penalty: 1052.201904
	Iteration 94Q: 3 clusters Score -5245885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -5245884.500000 Penalty: 1052.201904
	Iteration 95Q: 3 clusters Score -5245884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98688 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -5245885.500000 Penalty: 1052.201904
	Iteration 96Q: 3 clusters Score -5245886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5245882.000000 Penalty: 1052.201904
	Iteration 97Q: 3 clusters Score -5245882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5245882.000000 Penalty: 1052.201904
	Iteration 98Q: 3 clusters Score -5245882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -5245886.000000 Penalty: 1052.201904
	Iteration 99Q: 3 clusters Score -5245886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -5245886.000000 Penalty: 1052.201904
	Iteration 100F: 3 clusters Score -5245886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -5245880.000000 Penalty: 1052.201904
	Iteration 101Q: 3 clusters Score -5245880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -5245882.500000 Penalty: 1052.201904
	Iteration 102Q: 3 clusters Score -5245882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -5245881.500000 Penalty: 1052.201904
	Iteration 103Q: 3 clusters Score -5245882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -5245887.500000 Penalty: 1052.201904
	Iteration 104Q: 3 clusters Score -5245888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98786 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -5245891.500000 Penalty: 1052.201904
	Iteration 105Q: 3 clusters Score -5245892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -5245895.500000 Penalty: 1052.201904
	Iteration 106Q: 3 clusters Score -5245896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -5245894.000000 Penalty: 1052.201904
	Iteration 107Q: 3 clusters Score -5245894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5245896.000000 Penalty: 1052.201904
	Iteration 108Q: 3 clusters Score -5245896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -5245900.500000 Penalty: 1052.201904
	Iteration 109Q: 3 clusters Score -5245900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -5245903.500000 Penalty: 1052.201904
	Iteration 110Q: 3 clusters Score -5245904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -5245903.000000 Penalty: 1052.201904
	Iteration 111Q: 3 clusters Score -5245903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98845 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -5245909.500000 Penalty: 1052.201904
	Iteration 112Q: 3 clusters Score -5245910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98855 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -5245912.500000 Penalty: 1052.201904
	Iteration 113Q: 3 clusters Score -5245912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -5245913.000000 Penalty: 1052.201904
	Iteration 114Q: 3 clusters Score -5245913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -5245921.000000 Penalty: 1052.201904
	Iteration 115Q: 3 clusters Score -5245921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -5245920.000000 Penalty: 1052.201904
	Iteration 116Q: 3 clusters Score -5245920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -5245916.000000 Penalty: 1052.201904
	Iteration 117Q: 3 clusters Score -5245916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -5245923.000000 Penalty: 1052.201904
	Iteration 118Q: 3 clusters Score -5245923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98900 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -5245921.500000 Penalty: 1052.201904
	Iteration 119Q: 3 clusters Score -5245922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98901 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -5245921.500000 Penalty: 1052.201904
	Iteration 120F: 3 clusters Score -5245922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -5245924.000000 Penalty: 1052.201904
	Iteration 121Q: 3 clusters Score -5245924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98903 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -5245922.500000 Penalty: 1052.201904
	Iteration 122Q: 3 clusters Score -5245922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98903 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -5245922.500000 Penalty: 1052.201904
	Iteration 123F: 3 clusters Score -5245922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -8766.415039 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -8766.415 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 158 members 
Entering Unmasked Estep 
Score: -8431.487305 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -8431.487 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8629.950195 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -8629.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8874.331055 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -8874.331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9050.478516 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -9050.479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9170.678711 Penalty: 517.514771
	Iteration 4F: 3 clusters Score -9170.679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9251.486328 Penalty: 517.514771
	Iteration 5F: 3 clusters Score -9251.486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9282.761719 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -9282.762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9314.002930 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -9314.003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9361.749023 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -9361.749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9392.736328 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -9392.736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9412.421875 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -9412.422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9442.661133 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -9442.661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9581.447266 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -9581.447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9668.792969 Penalty: 517.514771
	Iteration 13Q: 3 clusters Score -9668.793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9770.384766 Penalty: 517.514771
	Iteration 14Q: 3 clusters Score -9770.385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9770.384766 Penalty: 517.514771
	Iteration 15F: 3 clusters Score -9770.385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 67 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 228 members 
Entering Unmasked Estep 
Score: -90591992.000000 Penalty: 30989.710938
Splitting cluster 4 changes total score from -90597640.000000 to -90591992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -63683.351562 Penalty: 326.935120
	Iteration 0F: 2 clusters Score -63683.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -62664.218750 Penalty: 653.870239
	Iteration 0F: 3 clusters Score -62664.22 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -62944.753906 Penalty: 653.870239
	Iteration 1F: 3 clusters Score -62944.75 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -63002.171875 Penalty: 653.870239
	Iteration 2F: 3 clusters Score -63002.17 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -63045.425781 Penalty: 653.870239
	Iteration 3F: 3 clusters Score -63045.43 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -63077.437500 Penalty: 653.870239
	Iteration 4Q: 3 clusters Score -63077.44 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -63105.820312 Penalty: 653.870239
	Iteration 5Q: 3 clusters Score -63105.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -63131.144531 Penalty: 653.870239
	Iteration 6Q: 3 clusters Score -63131.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -63158.000000 Penalty: 653.870239
	Iteration 7Q: 3 clusters Score -63158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -63177.796875 Penalty: 653.870239
	Iteration 8Q: 3 clusters Score -63177.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -63199.750000 Penalty: 653.870239
	Iteration 9Q: 3 clusters Score -63199.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -63239.292969 Penalty: 653.870239
	Iteration 10Q: 3 clusters Score -63239.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -63273.554688 Penalty: 653.870239
	Iteration 11Q: 3 clusters Score -63273.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -63287.652344 Penalty: 653.870239
	Iteration 12Q: 3 clusters Score -63287.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -63299.714844 Penalty: 653.870239
	Iteration 13Q: 3 clusters Score -63299.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -63311.207031 Penalty: 653.870239
	Iteration 14Q: 3 clusters Score -63311.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -63321.261719 Penalty: 653.870239
	Iteration 15Q: 3 clusters Score -63321.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -63331.414062 Penalty: 653.870239
	Iteration 16Q: 3 clusters Score -63331.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -63338.863281 Penalty: 653.870239
	Iteration 17Q: 3 clusters Score -63338.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -63349.277344 Penalty: 653.870239
	Iteration 18Q: 3 clusters Score -63349.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -63356.707031 Penalty: 653.870239
	Iteration 19Q: 3 clusters Score -63356.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -63365.273438 Penalty: 653.870239
	Iteration 20F: 3 clusters Score -63365.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -63370.324219 Penalty: 653.870239
	Iteration 21Q: 3 clusters Score -63370.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -63375.824219 Penalty: 653.870239
	Iteration 22Q: 3 clusters Score -63375.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -63379.234375 Penalty: 653.870239
	Iteration 23Q: 3 clusters Score -63379.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -63382.746094 Penalty: 653.870239
	Iteration 24Q: 3 clusters Score -63382.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -63385.050781 Penalty: 653.870239
	Iteration 25Q: 3 clusters Score -63385.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -63386.226562 Penalty: 653.870239
	Iteration 26Q: 3 clusters Score -63386.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -63389.273438 Penalty: 653.870239
	Iteration 27Q: 3 clusters Score -63389.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -63390.328125 Penalty: 653.870239
	Iteration 28Q: 3 clusters Score -63390.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -63391.503906 Penalty: 653.870239
	Iteration 29Q: 3 clusters Score -63391.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -63392.566406 Penalty: 653.870239
	Iteration 30Q: 3 clusters Score -63392.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -63396.171875 Penalty: 653.870239
	Iteration 31Q: 3 clusters Score -63396.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -63399.898438 Penalty: 653.870239
	Iteration 32Q: 3 clusters Score -63399.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -63406.703125 Penalty: 653.870239
	Iteration 33Q: 3 clusters Score -63406.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -63411.886719 Penalty: 653.870239
	Iteration 34Q: 3 clusters Score -63411.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -63421.171875 Penalty: 653.870239
	Iteration 35Q: 3 clusters Score -63421.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -63429.101562 Penalty: 653.870239
	Iteration 36Q: 3 clusters Score -63429.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -63434.324219 Penalty: 653.870239
	Iteration 37Q: 3 clusters Score -63434.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -63438.367188 Penalty: 653.870239
	Iteration 38Q: 3 clusters Score -63438.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -63442.843750 Penalty: 653.870239
	Iteration 39Q: 3 clusters Score -63442.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -63446.929688 Penalty: 653.870239
	Iteration 40F: 3 clusters Score -63446.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -63448.406250 Penalty: 653.870239
	Iteration 41Q: 3 clusters Score -63448.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -63448.500000 Penalty: 653.870239
	Iteration 42Q: 3 clusters Score -63448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -63448.558594 Penalty: 653.870239
	Iteration 43Q: 3 clusters Score -63448.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -63448.558594 Penalty: 653.870239
	Iteration 44F: 3 clusters Score -63448.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -89233.968750 Penalty: 346.067993
	Iteration 0F: 2 clusters Score -89233.97 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 1056 members 
Entering Unmasked Estep 
Score: -87810.335938 Penalty: 692.135986
	Iteration 0F: 3 clusters Score -87810.34 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -88323.335938 Penalty: 692.135986
	Iteration 1F: 3 clusters Score -88323.34 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -88467.937500 Penalty: 692.135986
	Iteration 2F: 3 clusters Score -88467.94 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -88567.984375 Penalty: 692.135986
	Iteration 3F: 3 clusters Score -88567.98 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -88656.226562 Penalty: 692.135986
	Iteration 4F: 3 clusters Score -88656.23 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -88729.664062 Penalty: 692.135986
	Iteration 5Q: 3 clusters Score -88729.66 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -88821.289062 Penalty: 692.135986
	Iteration 6F: 3 clusters Score -88821.29 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -88893.484375 Penalty: 692.135986
	Iteration 7Q: 3 clusters Score -88893.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -88948.375000 Penalty: 692.135986
	Iteration 8Q: 3 clusters Score -88948.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -88985.218750 Penalty: 692.135986
	Iteration 9Q: 3 clusters Score -88985.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -89010.257812 Penalty: 692.135986
	Iteration 10Q: 3 clusters Score -89010.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -89029.328125 Penalty: 692.135986
	Iteration 11Q: 3 clusters Score -89029.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -89064.375000 Penalty: 692.135986
	Iteration 12Q: 3 clusters Score -89064.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -89098.250000 Penalty: 692.135986
	Iteration 13Q: 3 clusters Score -89098.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -89118.679688 Penalty: 692.135986
	Iteration 14Q: 3 clusters Score -89118.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -89136.898438 Penalty: 692.135986
	Iteration 15Q: 3 clusters Score -89136.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -89152.257812 Penalty: 692.135986
	Iteration 16Q: 3 clusters Score -89152.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -89157.726562 Penalty: 692.135986
	Iteration 17Q: 3 clusters Score -89157.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -89165.085938 Penalty: 692.135986
	Iteration 18Q: 3 clusters Score -89165.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -89168.617188 Penalty: 692.135986
	Iteration 19Q: 3 clusters Score -89168.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -89170.500000 Penalty: 692.135986
	Iteration 20F: 3 clusters Score -89170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -89172.195312 Penalty: 692.135986
	Iteration 21Q: 3 clusters Score -89172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -89172.976562 Penalty: 692.135986
	Iteration 22Q: 3 clusters Score -89172.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -89174.062500 Penalty: 692.135986
	Iteration 23Q: 3 clusters Score -89174.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -89175.296875 Penalty: 692.135986
	Iteration 24Q: 3 clusters Score -89175.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -89175.468750 Penalty: 692.135986
	Iteration 25Q: 3 clusters Score -89175.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -89175.562500 Penalty: 692.135986
	Iteration 26Q: 3 clusters Score -89175.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -89175.562500 Penalty: 692.135986
	Iteration 27F: 3 clusters Score -89175.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (218991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218991 members 
Entering Unmasked Estep 
Score: -10302993.000000 Penalty: 559.503784
	Iteration 0F: 2 clusters Score -1.030299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 108971 members 
Entering Unmasked Estep 
Score: -10157369.000000 Penalty: 1119.007568
	Iteration 0F: 3 clusters Score -1.015737e+07 nChanged 107797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136289 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -10228655.000000 Penalty: 1119.007568
	Iteration 1F: 3 clusters Score -1.022866e+07 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152792 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -10239312.000000 Penalty: 1119.007568
	Iteration 2F: 3 clusters Score -1.023931e+07 nChanged 20904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173604 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -10257447.000000 Penalty: 1119.007568
	Iteration 3F: 3 clusters Score -1.025745e+07 nChanged 21589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195181 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -10279629.000000 Penalty: 1119.007568
	Iteration 4F: 3 clusters Score -1.027963e+07 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210644 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -10296069.000000 Penalty: 1119.007568
	Iteration 5F: 3 clusters Score -1.029607e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217084 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10301257.000000 Penalty: 1119.007568
	Iteration 6Q: 3 clusters Score -1.030126e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218587 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10302270.000000 Penalty: 1119.007568
	Iteration 7Q: 3 clusters Score -1.030227e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218858 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10302512.000000 Penalty: 1119.007568
	Iteration 8Q: 3 clusters Score -1.030251e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218905 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10302591.000000 Penalty: 1119.007568
	Iteration 9Q: 3 clusters Score -1.030259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218910 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10302621.000000 Penalty: 1119.007568
	Iteration 10Q: 3 clusters Score -1.030262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218908 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10302628.000000 Penalty: 1119.007568
	Iteration 11Q: 3 clusters Score -1.030263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218905 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10302646.000000 Penalty: 1119.007568
	Iteration 12Q: 3 clusters Score -1.030265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218908 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10302655.000000 Penalty: 1119.007568
	Iteration 13Q: 3 clusters Score -1.030266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218906 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10302663.000000 Penalty: 1119.007568
	Iteration 14Q: 3 clusters Score -1.030266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218905 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10302671.000000 Penalty: 1119.007568
	Iteration 15Q: 3 clusters Score -1.030267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218905 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10302673.000000 Penalty: 1119.007568
	Iteration 16Q: 3 clusters Score -1.030267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218905 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10302676.000000 Penalty: 1119.007568
	Iteration 17F: 3 clusters Score -1.030268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218903 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10302680.000000 Penalty: 1119.007568
	Iteration 18Q: 3 clusters Score -1.030268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218903 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10302680.000000 Penalty: 1119.007568
	Iteration 19F: 3 clusters Score -1.030268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Entering Unmasked Estep 
Score: -1154605.625000 Penalty: 455.573822
	Iteration 0F: 2 clusters Score -1154606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1139755.375000 Penalty: 911.147644
	Iteration 0F: 3 clusters Score -1139755 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1146034.625000 Penalty: 911.147644
	Iteration 1F: 3 clusters Score -1146035 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1146367.500000 Penalty: 911.147644
	Iteration 2Q: 3 clusters Score -1146368 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1146847.875000 Penalty: 911.147644
	Iteration 3Q: 3 clusters Score -1146848 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1147628.625000 Penalty: 911.147644
	Iteration 4F: 3 clusters Score -1147629 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1148787.375000 Penalty: 911.147644
	Iteration 5F: 3 clusters Score -1148787 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1149755.875000 Penalty: 911.147644
	Iteration 6F: 3 clusters Score -1149756 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1150211.750000 Penalty: 911.147644
	Iteration 7Q: 3 clusters Score -1150212 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1150390.125000 Penalty: 911.147644
	Iteration 8Q: 3 clusters Score -1150390 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1150508.875000 Penalty: 911.147644
	Iteration 9Q: 3 clusters Score -1150509 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1150607.250000 Penalty: 911.147644
	Iteration 10Q: 3 clusters Score -1150607 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1150736.250000 Penalty: 911.147644
	Iteration 11Q: 3 clusters Score -1150736 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1150867.500000 Penalty: 911.147644
	Iteration 12Q: 3 clusters Score -1150868 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1151010.750000 Penalty: 911.147644
	Iteration 13Q: 3 clusters Score -1151011 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1151168.750000 Penalty: 911.147644
	Iteration 14Q: 3 clusters Score -1151169 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1151320.625000 Penalty: 911.147644
	Iteration 15Q: 3 clusters Score -1151321 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1151486.875000 Penalty: 911.147644
	Iteration 16Q: 3 clusters Score -1151487 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1151661.625000 Penalty: 911.147644
	Iteration 17Q: 3 clusters Score -1151662 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1151835.875000 Penalty: 911.147644
	Iteration 18Q: 3 clusters Score -1151836 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -1152056.375000 Penalty: 911.147644
	Iteration 19Q: 3 clusters Score -1152056 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1152305.500000 Penalty: 911.147644
	Iteration 20F: 3 clusters Score -1152306 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -1152560.125000 Penalty: 911.147644
	Iteration 21Q: 3 clusters Score -1152560 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -1152824.000000 Penalty: 911.147644
	Iteration 22Q: 3 clusters Score -1152824 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -1153118.000000 Penalty: 911.147644
	Iteration 23Q: 3 clusters Score -1153118 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -1153379.000000 Penalty: 911.147644
	Iteration 24Q: 3 clusters Score -1153379 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -1153596.000000 Penalty: 911.147644
	Iteration 25Q: 3 clusters Score -1153596 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -1153777.875000 Penalty: 911.147644
	Iteration 26Q: 3 clusters Score -1153778 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -1153916.500000 Penalty: 911.147644
	Iteration 27Q: 3 clusters Score -1153916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -1154018.750000 Penalty: 911.147644
	Iteration 28Q: 3 clusters Score -1154019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -1154080.625000 Penalty: 911.147644
	Iteration 29Q: 3 clusters Score -1154081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -1154129.750000 Penalty: 911.147644
	Iteration 30Q: 3 clusters Score -1154130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1154149.000000 Penalty: 911.147644
	Iteration 31Q: 3 clusters Score -1154149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -1154163.125000 Penalty: 911.147644
	Iteration 32Q: 3 clusters Score -1154163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -1154175.375000 Penalty: 911.147644
	Iteration 33Q: 3 clusters Score -1154175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -1154190.875000 Penalty: 911.147644
	Iteration 34Q: 3 clusters Score -1154191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -1154198.375000 Penalty: 911.147644
	Iteration 35Q: 3 clusters Score -1154198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -1154204.500000 Penalty: 911.147644
	Iteration 36Q: 3 clusters Score -1154204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -1154207.750000 Penalty: 911.147644
	Iteration 37Q: 3 clusters Score -1154208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -1154208.250000 Penalty: 911.147644
	Iteration 38Q: 3 clusters Score -1154208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -1154209.625000 Penalty: 911.147644
	Iteration 39Q: 3 clusters Score -1154210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -1154210.375000 Penalty: 911.147644
	Iteration 40F: 3 clusters Score -1154210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -1154213.125000 Penalty: 911.147644
	Iteration 41Q: 3 clusters Score -1154213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -1154215.875000 Penalty: 911.147644
	Iteration 42Q: 3 clusters Score -1154216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -1154216.125000 Penalty: 911.147644
	Iteration 43Q: 3 clusters Score -1154216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -1154217.000000 Penalty: 911.147644
	Iteration 44Q: 3 clusters Score -1154217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -1154220.500000 Penalty: 911.147644
	Iteration 45Q: 3 clusters Score -1154220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -1154223.375000 Penalty: 911.147644
	Iteration 46Q: 3 clusters Score -1154223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -1154228.250000 Penalty: 911.147644
	Iteration 47Q: 3 clusters Score -1154228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -1154230.000000 Penalty: 911.147644
	Iteration 48Q: 3 clusters Score -1154230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -1154233.125000 Penalty: 911.147644
	Iteration 49Q: 3 clusters Score -1154233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -1154233.125000 Penalty: 911.147644
	Iteration 50F: 3 clusters Score -1154233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Entering Unmasked Estep 
Score: -1738497.125000 Penalty: 478.571320
	Iteration 0F: 2 clusters Score -1738497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1713841.375000 Penalty: 957.142639
	Iteration 0F: 3 clusters Score -1713841 nChanged 17683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -1724704.125000 Penalty: 957.142639
	Iteration 1F: 3 clusters Score -1724704 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -1726185.000000 Penalty: 957.142639
	Iteration 2F: 3 clusters Score -1726185 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -1728975.625000 Penalty: 957.142639
	Iteration 3F: 3 clusters Score -1728976 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -1732882.875000 Penalty: 957.142639
	Iteration 4F: 3 clusters Score -1732883 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -1736170.625000 Penalty: 957.142639
	Iteration 5F: 3 clusters Score -1736171 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -1737619.250000 Penalty: 957.142639
	Iteration 6Q: 3 clusters Score -1737619 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -1737973.500000 Penalty: 957.142639
	Iteration 7Q: 3 clusters Score -1737974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -1738030.500000 Penalty: 957.142639
	Iteration 8Q: 3 clusters Score -1738030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -1738050.125000 Penalty: 957.142639
	Iteration 9Q: 3 clusters Score -1738050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -1738062.750000 Penalty: 957.142639
	Iteration 10Q: 3 clusters Score -1738063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -1738062.750000 Penalty: 957.142639
	Iteration 11Q: 3 clusters Score -1738063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -1738062.750000 Penalty: 957.142639
	Iteration 12F: 3 clusters Score -1738063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -60290.867188 Penalty: 326.345337
	Iteration 0F: 2 clusters Score -60290.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -59317.992188 Penalty: 652.690674
	Iteration 0F: 3 clusters Score -59317.99 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59636.113281 Penalty: 652.690674
	Iteration 1F: 3 clusters Score -59636.11 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -59737.253906 Penalty: 652.690674
	Iteration 2F: 3 clusters Score -59737.25 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -59794.453125 Penalty: 652.690674
	Iteration 3F: 3 clusters Score -59794.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -59854.539062 Penalty: 652.690674
	Iteration 4F: 3 clusters Score -59854.54 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -59901.285156 Penalty: 652.690674
	Iteration 5Q: 3 clusters Score -59901.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59939.820312 Penalty: 652.690674
	Iteration 6Q: 3 clusters Score -59939.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59959.566406 Penalty: 652.690674
	Iteration 7Q: 3 clusters Score -59959.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59977.535156 Penalty: 652.690674
	Iteration 8Q: 3 clusters Score -59977.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59991.363281 Penalty: 652.690674
	Iteration 9Q: 3 clusters Score -59991.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60000.093750 Penalty: 652.690674
	Iteration 10Q: 3 clusters Score -60000.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60007.054688 Penalty: 652.690674
	Iteration 11Q: 3 clusters Score -60007.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60016.074219 Penalty: 652.690674
	Iteration 12Q: 3 clusters Score -60016.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60032.671875 Penalty: 652.690674
	Iteration 13Q: 3 clusters Score -60032.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60042.335938 Penalty: 652.690674
	Iteration 14Q: 3 clusters Score -60042.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60048.140625 Penalty: 652.690674
	Iteration 15Q: 3 clusters Score -60048.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60059.039062 Penalty: 652.690674
	Iteration 16Q: 3 clusters Score -60059.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60069.335938 Penalty: 652.690674
	Iteration 17Q: 3 clusters Score -60069.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60075.554688 Penalty: 652.690674
	Iteration 18Q: 3 clusters Score -60075.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60076.945312 Penalty: 652.690674
	Iteration 19Q: 3 clusters Score -60076.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60077.460938 Penalty: 652.690674
	Iteration 20F: 3 clusters Score -60077.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Entering Unmasked Estep 
Score: -322133.156250 Penalty: 402.081451
	Iteration 0F: 2 clusters Score -322133.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -317561.968750 Penalty: 804.162903
	Iteration 0F: 3 clusters Score -317562 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -319440.843750 Penalty: 804.162903
	Iteration 1F: 3 clusters Score -319440.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -319637.062500 Penalty: 804.162903
	Iteration 2F: 3 clusters Score -319637.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -319847.312500 Penalty: 804.162903
	Iteration 3F: 3 clusters Score -319847.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -320086.000000 Penalty: 804.162903
	Iteration 4F: 3 clusters Score -320086 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -320384.125000 Penalty: 804.162903
	Iteration 5F: 3 clusters Score -320384.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -320743.218750 Penalty: 804.162903
	Iteration 6F: 3 clusters Score -320743.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -321045.250000 Penalty: 804.162903
	Iteration 7Q: 3 clusters Score -321045.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -321243.437500 Penalty: 804.162903
	Iteration 8Q: 3 clusters Score -321243.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -321364.375000 Penalty: 804.162903
	Iteration 9Q: 3 clusters Score -321364.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -321428.656250 Penalty: 804.162903
	Iteration 10Q: 3 clusters Score -321428.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -321470.656250 Penalty: 804.162903
	Iteration 11Q: 3 clusters Score -321470.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -321505.656250 Penalty: 804.162903
	Iteration 12Q: 3 clusters Score -321505.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -321540.312500 Penalty: 804.162903
	Iteration 13Q: 3 clusters Score -321540.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -321576.468750 Penalty: 804.162903
	Iteration 14Q: 3 clusters Score -321576.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -321608.687500 Penalty: 804.162903
	Iteration 15Q: 3 clusters Score -321608.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -321639.937500 Penalty: 804.162903
	Iteration 16Q: 3 clusters Score -321639.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -321665.187500 Penalty: 804.162903
	Iteration 17Q: 3 clusters Score -321665.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -321685.937500 Penalty: 804.162903
	Iteration 18Q: 3 clusters Score -321685.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -321701.531250 Penalty: 804.162903
	Iteration 19Q: 3 clusters Score -321701.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -321712.218750 Penalty: 804.162903
	Iteration 20F: 3 clusters Score -321712.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -321720.218750 Penalty: 804.162903
	Iteration 21Q: 3 clusters Score -321720.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -321729.843750 Penalty: 804.162903
	Iteration 22Q: 3 clusters Score -321729.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -321739.375000 Penalty: 804.162903
	Iteration 23Q: 3 clusters Score -321739.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -321748.406250 Penalty: 804.162903
	Iteration 24Q: 3 clusters Score -321748.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -321755.281250 Penalty: 804.162903
	Iteration 25Q: 3 clusters Score -321755.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -321760.250000 Penalty: 804.162903
	Iteration 26Q: 3 clusters Score -321760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -321763.187500 Penalty: 804.162903
	Iteration 27Q: 3 clusters Score -321763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -321766.625000 Penalty: 804.162903
	Iteration 28Q: 3 clusters Score -321766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -321771.968750 Penalty: 804.162903
	Iteration 29Q: 3 clusters Score -321772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -321775.531250 Penalty: 804.162903
	Iteration 30Q: 3 clusters Score -321775.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -321778.593750 Penalty: 804.162903
	Iteration 31Q: 3 clusters Score -321778.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -321786.531250 Penalty: 804.162903
	Iteration 32Q: 3 clusters Score -321786.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -321788.718750 Penalty: 804.162903
	Iteration 33Q: 3 clusters Score -321788.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -321790.281250 Penalty: 804.162903
	Iteration 34Q: 3 clusters Score -321790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -321791.812500 Penalty: 804.162903
	Iteration 35Q: 3 clusters Score -321791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -321793.406250 Penalty: 804.162903
	Iteration 36Q: 3 clusters Score -321793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -321794.093750 Penalty: 804.162903
	Iteration 37Q: 3 clusters Score -321794.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -321796.250000 Penalty: 804.162903
	Iteration 38Q: 3 clusters Score -321796.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -321798.718750 Penalty: 804.162903
	Iteration 39Q: 3 clusters Score -321798.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -321800.093750 Penalty: 804.162903
	Iteration 40F: 3 clusters Score -321800.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -321799.718750 Penalty: 804.162903
	Iteration 41Q: 3 clusters Score -321799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -321799.718750 Penalty: 804.162903
	Iteration 42F: 3 clusters Score -321799.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Entering Unmasked Estep 
Score: -2767746.500000 Penalty: 500.869995
	Iteration 0F: 2 clusters Score -2767746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -2727190.250000 Penalty: 1001.739990
	Iteration 0F: 3 clusters Score -2727190 nChanged 29325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -2744502.500000 Penalty: 1001.739990
	Iteration 1F: 3 clusters Score -2744502 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -2745742.000000 Penalty: 1001.739990
	Iteration 2Q: 3 clusters Score -2745742 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -2748090.250000 Penalty: 1001.739990
	Iteration 3F: 3 clusters Score -2748090 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -2752388.000000 Penalty: 1001.739990
	Iteration 4F: 3 clusters Score -2752388 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -2758420.750000 Penalty: 1001.739990
	Iteration 5F: 3 clusters Score -2758421 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -2763473.750000 Penalty: 1001.739990
	Iteration 6F: 3 clusters Score -2763474 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -2765980.000000 Penalty: 1001.739990
	Iteration 7Q: 3 clusters Score -2765980 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -2766899.000000 Penalty: 1001.739990
	Iteration 8Q: 3 clusters Score -2766899 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -2767180.500000 Penalty: 1001.739990
	Iteration 9Q: 3 clusters Score -2767180 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -2767284.000000 Penalty: 1001.739990
	Iteration 10Q: 3 clusters Score -2767284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -2767314.250000 Penalty: 1001.739990
	Iteration 11Q: 3 clusters Score -2767314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -2767321.750000 Penalty: 1001.739990
	Iteration 12Q: 3 clusters Score -2767322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -2767324.500000 Penalty: 1001.739990
	Iteration 13Q: 3 clusters Score -2767324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -2767326.000000 Penalty: 1001.739990
	Iteration 14Q: 3 clusters Score -2767326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -2767327.250000 Penalty: 1001.739990
	Iteration 15Q: 3 clusters Score -2767327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -2767327.250000 Penalty: 1001.739990
	Iteration 16F: 3 clusters Score -2767327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -22312.705078 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -22312.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21842.333984 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -21842.33 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21961.908203 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -21961.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21984.925781 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -21984.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21992.916016 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -21992.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21995.445312 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -21995.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21997.447266 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -21997.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21997.447266 Penalty: 558.729492
	Iteration 6F: 3 clusters Score -21997.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Entering Unmasked Estep 
Score: -257854.140625 Penalty: 391.386536
	Iteration 0F: 2 clusters Score -257854.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -254219.421875 Penalty: 782.773071
	Iteration 0F: 3 clusters Score -254219.4 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -255701.562500 Penalty: 782.773071
	Iteration 1F: 3 clusters Score -255701.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -255885.015625 Penalty: 782.773071
	Iteration 2F: 3 clusters Score -255885 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -256044.546875 Penalty: 782.773071
	Iteration 3F: 3 clusters Score -256044.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -256232.625000 Penalty: 782.773071
	Iteration 4F: 3 clusters Score -256232.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -256401.015625 Penalty: 782.773071
	Iteration 5F: 3 clusters Score -256401 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -256521.421875 Penalty: 782.773071
	Iteration 6Q: 3 clusters Score -256521.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -256625.000000 Penalty: 782.773071
	Iteration 7Q: 3 clusters Score -256625 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -256690.484375 Penalty: 782.773071
	Iteration 8Q: 3 clusters Score -256690.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -256736.296875 Penalty: 782.773071
	Iteration 9Q: 3 clusters Score -256736.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -256776.500000 Penalty: 782.773071
	Iteration 10Q: 3 clusters Score -256776.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -256804.156250 Penalty: 782.773071
	Iteration 11Q: 3 clusters Score -256804.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -256828.156250 Penalty: 782.773071
	Iteration 12Q: 3 clusters Score -256828.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -256851.734375 Penalty: 782.773071
	Iteration 13Q: 3 clusters Score -256851.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -256872.796875 Penalty: 782.773071
	Iteration 14Q: 3 clusters Score -256872.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -256886.765625 Penalty: 782.773071
	Iteration 15Q: 3 clusters Score -256886.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -256900.250000 Penalty: 782.773071
	Iteration 16Q: 3 clusters Score -256900.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -256913.359375 Penalty: 782.773071
	Iteration 17Q: 3 clusters Score -256913.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -256927.656250 Penalty: 782.773071
	Iteration 18Q: 3 clusters Score -256927.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -256942.578125 Penalty: 782.773071
	Iteration 19Q: 3 clusters Score -256942.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -256955.703125 Penalty: 782.773071
	Iteration 20F: 3 clusters Score -256955.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -256965.625000 Penalty: 782.773071
	Iteration 21Q: 3 clusters Score -256965.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -256975.656250 Penalty: 782.773071
	Iteration 22Q: 3 clusters Score -256975.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -256985.531250 Penalty: 782.773071
	Iteration 23Q: 3 clusters Score -256985.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -256990.250000 Penalty: 782.773071
	Iteration 24Q: 3 clusters Score -256990.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -256992.656250 Penalty: 782.773071
	Iteration 25Q: 3 clusters Score -256992.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -256995.484375 Penalty: 782.773071
	Iteration 26Q: 3 clusters Score -256995.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -256996.546875 Penalty: 782.773071
	Iteration 27Q: 3 clusters Score -256996.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -257000.687500 Penalty: 782.773071
	Iteration 28Q: 3 clusters Score -257000.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -257004.250000 Penalty: 782.773071
	Iteration 29Q: 3 clusters Score -257004.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -257007.406250 Penalty: 782.773071
	Iteration 30Q: 3 clusters Score -257007.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -257010.406250 Penalty: 782.773071
	Iteration 31Q: 3 clusters Score -257010.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -257011.718750 Penalty: 782.773071
	Iteration 32Q: 3 clusters Score -257011.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -257013.640625 Penalty: 782.773071
	Iteration 33Q: 3 clusters Score -257013.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -257015.609375 Penalty: 782.773071
	Iteration 34Q: 3 clusters Score -257015.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -257016.796875 Penalty: 782.773071
	Iteration 35Q: 3 clusters Score -257016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -257017.531250 Penalty: 782.773071
	Iteration 36Q: 3 clusters Score -257017.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -257017.968750 Penalty: 782.773071
	Iteration 37Q: 3 clusters Score -257018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -257017.828125 Penalty: 782.773071
	Iteration 38Q: 3 clusters Score -257017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -257018.109375 Penalty: 782.773071
	Iteration 39Q: 3 clusters Score -257018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -257018.218750 Penalty: 782.773071
	Iteration 40F: 3 clusters Score -257018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -257018.453125 Penalty: 782.773071
	Iteration 41Q: 3 clusters Score -257018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -257018.781250 Penalty: 782.773071
	Iteration 42Q: 3 clusters Score -257018.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -257019.453125 Penalty: 782.773071
	Iteration 43Q: 3 clusters Score -257019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -257019.671875 Penalty: 782.773071
	Iteration 44Q: 3 clusters Score -257019.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -257019.562500 Penalty: 782.773071
	Iteration 45Q: 3 clusters Score -257019.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -257019.562500 Penalty: 782.773071
	Iteration 46F: 3 clusters Score -257019.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -23522.511719 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -23522.51 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 253 members 
Entering Unmasked Estep 
Score: -23040.419922 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -23040.42 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23139.046875 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -23139.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23156.867188 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -23156.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23167.646484 Penalty: 560.477661
	Iteration 3Q: 3 clusters Score -23167.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23175.724609 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -23175.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23180.949219 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -23180.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23182.765625 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -23182.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23185.095703 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -23185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23185.781250 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -23185.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23186.505859 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -23186.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23187.716797 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -23187.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23192.302734 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -23192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23195.687500 Penalty: 560.477661
	Iteration 12Q: 3 clusters Score -23195.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23197.179688 Penalty: 560.477661
	Iteration 13Q: 3 clusters Score -23197.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -23198.730469 Penalty: 560.477661
	Iteration 14Q: 3 clusters Score -23198.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23201.062500 Penalty: 560.477661
	Iteration 15Q: 3 clusters Score -23201.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23209.185547 Penalty: 560.477661
	Iteration 16Q: 3 clusters Score -23209.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23215.357422 Penalty: 560.477661
	Iteration 17Q: 3 clusters Score -23215.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23219.787109 Penalty: 560.477661
	Iteration 18Q: 3 clusters Score -23219.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23223.201172 Penalty: 560.477661
	Iteration 19Q: 3 clusters Score -23223.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -23229.781250 Penalty: 560.477661
	Iteration 20F: 3 clusters Score -23229.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23236.353516 Penalty: 560.477661
	Iteration 21Q: 3 clusters Score -23236.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -23241.242188 Penalty: 560.477661
	Iteration 22Q: 3 clusters Score -23241.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -23245.882812 Penalty: 560.477661
	Iteration 23Q: 3 clusters Score -23245.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23249.984375 Penalty: 560.477661
	Iteration 24Q: 3 clusters Score -23249.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -23253.017578 Penalty: 560.477661
	Iteration 25Q: 3 clusters Score -23253.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -23256.957031 Penalty: 560.477661
	Iteration 26Q: 3 clusters Score -23256.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23260.060547 Penalty: 560.477661
	Iteration 27Q: 3 clusters Score -23260.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23265.859375 Penalty: 560.477661
	Iteration 28Q: 3 clusters Score -23265.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23272.654297 Penalty: 560.477661
	Iteration 29Q: 3 clusters Score -23272.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23278.160156 Penalty: 560.477661
	Iteration 30Q: 3 clusters Score -23278.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -23283.767578 Penalty: 560.477661
	Iteration 31Q: 3 clusters Score -23283.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -23285.978516 Penalty: 560.477661
	Iteration 32Q: 3 clusters Score -23285.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -23286.099609 Penalty: 560.477661
	Iteration 33Q: 3 clusters Score -23286.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -23286.099609 Penalty: 560.477661
	Iteration 34F: 3 clusters Score -23286.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (140089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140089 members 
Entering Unmasked Estep 
Score: -6968158.500000 Penalty: 539.176514
	Iteration 0F: 2 clusters Score -6968158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 70156 members 
Entering Unmasked Estep 
Score: -6879187.000000 Penalty: 1078.353027
	Iteration 0F: 3 clusters Score -6879187 nChanged 68882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
Score: -6922057.500000 Penalty: 1078.353027
	Iteration 1F: 3 clusters Score -6922058 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -6925205.000000 Penalty: 1078.353027
	Iteration 2Q: 3 clusters Score -6925205 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -6930427.000000 Penalty: 1078.353027
	Iteration 3F: 3 clusters Score -6930427 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -6938787.500000 Penalty: 1078.353027
	Iteration 4F: 3 clusters Score -6938788 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -6947838.500000 Penalty: 1078.353027
	Iteration 5F: 3 clusters Score -6947838 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -6953366.500000 Penalty: 1078.353027
	Iteration 6F: 3 clusters Score -6953366 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 76749 members 
Entering Unmasked Estep 
Score: -6955591.500000 Penalty: 1078.353027
	Iteration 7Q: 3 clusters Score -6955592 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -6956650.000000 Penalty: 1078.353027
	Iteration 8Q: 3 clusters Score -6956650 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 76914 members 
Entering Unmasked Estep 
Score: -6957396.500000 Penalty: 1078.353027
	Iteration 9Q: 3 clusters Score -6957396 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -6958081.500000 Penalty: 1078.353027
	Iteration 10Q: 3 clusters Score -6958082 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -6958697.000000 Penalty: 1078.353027
	Iteration 11Q: 3 clusters Score -6958697 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -6959279.000000 Penalty: 1078.353027
	Iteration 12Q: 3 clusters Score -6959279 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -6959652.000000 Penalty: 1078.353027
	Iteration 13Q: 3 clusters Score -6959652 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 76063 members 
Entering Unmasked Estep 
Score: -6960052.500000 Penalty: 1078.353027
	Iteration 14Q: 3 clusters Score -6960052 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 75607 members 
Entering Unmasked Estep 
Score: -6960473.000000 Penalty: 1078.353027
	Iteration 15Q: 3 clusters Score -6960473 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -6960710.500000 Penalty: 1078.353027
	Iteration 16Q: 3 clusters Score -6960710 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -6961004.000000 Penalty: 1078.353027
	Iteration 17Q: 3 clusters Score -6961004 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -6961368.000000 Penalty: 1078.353027
	Iteration 18Q: 3 clusters Score -6961368 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -6961756.000000 Penalty: 1078.353027
	Iteration 19Q: 3 clusters Score -6961756 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -6962159.500000 Penalty: 1078.353027
	Iteration 20F: 3 clusters Score -6962160 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -6962551.500000 Penalty: 1078.353027
	Iteration 21Q: 3 clusters Score -6962552 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -6962950.000000 Penalty: 1078.353027
	Iteration 22Q: 3 clusters Score -6962950 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -6963342.000000 Penalty: 1078.353027
	Iteration 23Q: 3 clusters Score -6963342 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -6963597.000000 Penalty: 1078.353027
	Iteration 24Q: 3 clusters Score -6963597 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -6963841.500000 Penalty: 1078.353027
	Iteration 25Q: 3 clusters Score -6963842 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -6964075.500000 Penalty: 1078.353027
	Iteration 26Q: 3 clusters Score -6964076 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 63727 members 
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Mstep: Class 2 contains 62715 members 
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Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 60063 members 
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	Iteration 32Q: 3 clusters Score -6965363 nChanged 918
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Mstep: Class 2 contains 59275 members 
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	Iteration 33Q: 3 clusters Score -6965488 nChanged 868
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	Iteration 34Q: 3 clusters Score -6965632 nChanged 842
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Mstep: Class 2 contains 57765 members 
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	Iteration 35Q: 3 clusters Score -6965766 nChanged 836
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Mstep: Class 2 contains 56995 members 
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	Iteration 37Q: 3 clusters Score -6966019 nChanged 793
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Mstep: Class 2 contains 55431 members 
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	Iteration 38Q: 3 clusters Score -6966162 nChanged 836
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Mstep: Class 2 contains 54607 members 
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	Iteration 39Q: 3 clusters Score -6966305 nChanged 867
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Mstep: Class 2 contains 53754 members 
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	Iteration 40F: 3 clusters Score -6966425 nChanged 858
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	Iteration 41Q: 3 clusters Score -6966542 nChanged 826
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Mstep: Class 2 contains 52072 members 
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Mstep: Class 2 contains 51164 members 
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	Iteration 43Q: 3 clusters Score -6966726 nChanged 940
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Mstep: Class 2 contains 50224 members 
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	Iteration 44Q: 3 clusters Score -6966830 nChanged 963
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Mstep: Class 2 contains 49261 members 
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	Iteration 48Q: 3 clusters Score -6967216 nChanged 1007
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	Iteration 50Q: 3 clusters Score -6967483 nChanged 1010
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Mstep: Class 2 contains 43198 members 
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Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 42226 members 
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	Iteration 53Q: 3 clusters Score -6967862 nChanged 979
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	Iteration 60F: 3 clusters Score -6969040 nChanged 1541
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	Iteration 80F: 3 clusters Score -6969164 nChanged 681
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	Iteration 82Q: 3 clusters Score -6969098 nChanged 571
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	Iteration 89Q: 3 clusters Score -6968790 nChanged 268
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	Iteration 94Q: 3 clusters Score -6968676 nChanged 137
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	Iteration 100F: 3 clusters Score -6968584 nChanged 61
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	Iteration 101Q: 3 clusters Score -6968552 nChanged 57
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	Iteration 102Q: 3 clusters Score -6968550 nChanged 57
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	Iteration 103Q: 3 clusters Score -6968532 nChanged 45
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	Iteration 104Q: 3 clusters Score -6968518 nChanged 40
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	Iteration 105Q: 3 clusters Score -6968497 nChanged 36
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	Iteration 106Q: 3 clusters Score -6968488 nChanged 27
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	Iteration 107Q: 3 clusters Score -6968476 nChanged 27
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	Iteration 108Q: 3 clusters Score -6968472 nChanged 19
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	Iteration 109Q: 3 clusters Score -6968465 nChanged 12
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	Iteration 110Q: 3 clusters Score -6968456 nChanged 8
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	Iteration 111Q: 3 clusters Score -6968447 nChanged 6
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	Iteration 112Q: 3 clusters Score -6968445 nChanged 5
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	Iteration 113Q: 3 clusters Score -6968442 nChanged 4
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	Iteration 114Q: 3 clusters Score -6968439 nChanged 8
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	Iteration 115Q: 3 clusters Score -6968436 nChanged 9
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6968430 nChanged 8
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	Iteration 117Q: 3 clusters Score -6968431 nChanged 13
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	Iteration 118Q: 3 clusters Score -6968422 nChanged 19
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Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6968424.500000 Penalty: 1078.353027
	Iteration 119Q: 3 clusters Score -6968424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138640 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6968413.500000 Penalty: 1078.353027
	Iteration 120F: 3 clusters Score -6968414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138657 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6968413.000000 Penalty: 1078.353027
	Iteration 121Q: 3 clusters Score -6968413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138667 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6968412.000000 Penalty: 1078.353027
	Iteration 122Q: 3 clusters Score -6968412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138674 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6968411.000000 Penalty: 1078.353027
	Iteration 123Q: 3 clusters Score -6968411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138675 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6968407.500000 Penalty: 1078.353027
	Iteration 124Q: 3 clusters Score -6968408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138676 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6968408.000000 Penalty: 1078.353027
	Iteration 125Q: 3 clusters Score -6968408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6968408.000000 Penalty: 1078.353027
	Iteration 126Q: 3 clusters Score -6968408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6968408.000000 Penalty: 1078.353027
	Iteration 127F: 3 clusters Score -6968408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 138677 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 1412 members 
Entering Unmasked Estep 
Score: -90591392.000000 Penalty: 30989.710938
Splitting cluster 16 changes total score from -90597640.000000 to -90591392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -15920.948242 Penalty: 267.181366
	Iteration 0F: 2 clusters Score -15920.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15627.167969 Penalty: 534.362732
	Iteration 0F: 3 clusters Score -15627.17 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16048.861328 Penalty: 534.362732
	Iteration 1F: 3 clusters Score -16048.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16218.476562 Penalty: 534.362732
	Iteration 2F: 3 clusters Score -16218.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16335.869141 Penalty: 534.362732
	Iteration 3Q: 3 clusters Score -16335.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16490.480469 Penalty: 534.362732
	Iteration 4Q: 3 clusters Score -16490.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16506.591797 Penalty: 534.362732
	Iteration 5Q: 3 clusters Score -16506.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16548.427734 Penalty: 534.362732
	Iteration 6Q: 3 clusters Score -16548.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16673.697266 Penalty: 534.362732
	Iteration 7Q: 3 clusters Score -16673.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16878.550781 Penalty: 534.362732
	Iteration 8Q: 3 clusters Score -16878.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16878.550781 Penalty: 534.362732
	Iteration 9F: 3 clusters Score -16878.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 227 members 
Entering Unmasked Estep 
Score: -90591744.000000 Penalty: 30989.710938
Splitting cluster 17 changes total score from -90597640.000000 to -90591744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (111429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111429 members 
Entering Unmasked Estep 
Score: -5397944.000000 Penalty: 528.762024
	Iteration 0F: 2 clusters Score -5397944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -5322841.500000 Penalty: 1057.524048
	Iteration 0F: 3 clusters Score -5322842 nChanged 54318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -5356511.500000 Penalty: 1057.524048
	Iteration 1F: 3 clusters Score -5356512 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -5358508.500000 Penalty: 1057.524048
	Iteration 2Q: 3 clusters Score -5358508 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -5361054.000000 Penalty: 1057.524048
	Iteration 3F: 3 clusters Score -5361054 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -5364425.000000 Penalty: 1057.524048
	Iteration 4F: 3 clusters Score -5364425 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -5369229.500000 Penalty: 1057.524048
	Iteration 5F: 3 clusters Score -5369230 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -5374476.500000 Penalty: 1057.524048
	Iteration 6F: 3 clusters Score -5374476 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -5378337.500000 Penalty: 1057.524048
	Iteration 7F: 3 clusters Score -5378338 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -5380525.000000 Penalty: 1057.524048
	Iteration 8Q: 3 clusters Score -5380525 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -5381623.500000 Penalty: 1057.524048
	Iteration 9Q: 3 clusters Score -5381624 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -5382368.000000 Penalty: 1057.524048
	Iteration 10Q: 3 clusters Score -5382368 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -5383031.000000 Penalty: 1057.524048
	Iteration 11Q: 3 clusters Score -5383031 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -5383600.000000 Penalty: 1057.524048
	Iteration 12Q: 3 clusters Score -5383600 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -5384201.000000 Penalty: 1057.524048
	Iteration 13Q: 3 clusters Score -5384201 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -5384737.000000 Penalty: 1057.524048
	Iteration 14Q: 3 clusters Score -5384737 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -5385190.500000 Penalty: 1057.524048
	Iteration 15Q: 3 clusters Score -5385190 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -5385566.000000 Penalty: 1057.524048
	Iteration 16Q: 3 clusters Score -5385566 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -5385871.000000 Penalty: 1057.524048
	Iteration 17Q: 3 clusters Score -5385871 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -5386164.000000 Penalty: 1057.524048
	Iteration 18Q: 3 clusters Score -5386164 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -5386478.000000 Penalty: 1057.524048
	Iteration 19Q: 3 clusters Score -5386478 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -5386693.000000 Penalty: 1057.524048
	Iteration 20F: 3 clusters Score -5386693 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -5386950.500000 Penalty: 1057.524048
	Iteration 21Q: 3 clusters Score -5386950 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -5387288.000000 Penalty: 1057.524048
	Iteration 22Q: 3 clusters Score -5387288 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -5387690.000000 Penalty: 1057.524048
	Iteration 23Q: 3 clusters Score -5387690 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -5388118.000000 Penalty: 1057.524048
	Iteration 24Q: 3 clusters Score -5388118 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -5388549.500000 Penalty: 1057.524048
	Iteration 25Q: 3 clusters Score -5388550 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -5388972.000000 Penalty: 1057.524048
	Iteration 26Q: 3 clusters Score -5388972 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -5389436.500000 Penalty: 1057.524048
	Iteration 27Q: 3 clusters Score -5389436 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -5389872.500000 Penalty: 1057.524048
	Iteration 28Q: 3 clusters Score -5389872 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -5390359.000000 Penalty: 1057.524048
	Iteration 29Q: 3 clusters Score -5390359 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5390737.500000 Penalty: 1057.524048
	Iteration 30Q: 3 clusters Score -5390738 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -5391081.500000 Penalty: 1057.524048
	Iteration 31Q: 3 clusters Score -5391082 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71361 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -5391334.000000 Penalty: 1057.524048
	Iteration 32Q: 3 clusters Score -5391334 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -5391631.000000 Penalty: 1057.524048
	Iteration 33Q: 3 clusters Score -5391631 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -5391853.500000 Penalty: 1057.524048
	Iteration 34Q: 3 clusters Score -5391854 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -5392067.000000 Penalty: 1057.524048
	Iteration 35Q: 3 clusters Score -5392067 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -5392201.000000 Penalty: 1057.524048
	Iteration 36Q: 3 clusters Score -5392201 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -5392389.000000 Penalty: 1057.524048
	Iteration 37Q: 3 clusters Score -5392389 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -5392505.000000 Penalty: 1057.524048
	Iteration 38Q: 3 clusters Score -5392505 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -5392652.000000 Penalty: 1057.524048
	Iteration 39Q: 3 clusters Score -5392652 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78501 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -5392830.500000 Penalty: 1057.524048
	Iteration 40F: 3 clusters Score -5392830 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -5393003.500000 Penalty: 1057.524048
	Iteration 41Q: 3 clusters Score -5393004 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -5393186.000000 Penalty: 1057.524048
	Iteration 42Q: 3 clusters Score -5393186 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -5393374.500000 Penalty: 1057.524048
	Iteration 43Q: 3 clusters Score -5393374 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -5393551.000000 Penalty: 1057.524048
	Iteration 44Q: 3 clusters Score -5393551 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -5393718.000000 Penalty: 1057.524048
	Iteration 45Q: 3 clusters Score -5393718 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -5393867.500000 Penalty: 1057.524048
	Iteration 46Q: 3 clusters Score -5393868 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -5394002.000000 Penalty: 1057.524048
	Iteration 47Q: 3 clusters Score -5394002 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5394170.500000 Penalty: 1057.524048
	Iteration 48Q: 3 clusters Score -5394170 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86298 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -5394316.500000 Penalty: 1057.524048
	Iteration 49Q: 3 clusters Score -5394316 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -5394462.000000 Penalty: 1057.524048
	Iteration 50Q: 3 clusters Score -5394462 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87598 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -5394580.500000 Penalty: 1057.524048
	Iteration 51Q: 3 clusters Score -5394580 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5394716.500000 Penalty: 1057.524048
	Iteration 52Q: 3 clusters Score -5394716 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -5394834.500000 Penalty: 1057.524048
	Iteration 53Q: 3 clusters Score -5394834 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -5394914.000000 Penalty: 1057.524048
	Iteration 54Q: 3 clusters Score -5394914 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -5395010.500000 Penalty: 1057.524048
	Iteration 55Q: 3 clusters Score -5395010 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -5395110.500000 Penalty: 1057.524048
	Iteration 56Q: 3 clusters Score -5395110 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5395187.000000 Penalty: 1057.524048
	Iteration 57Q: 3 clusters Score -5395187 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91214 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5395251 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91570 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5395305 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5395334 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92199 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5395386 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92525 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5395432 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5395476 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93205 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5395554 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5395604 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5395643 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5395716 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5395738 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5395792 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5395860 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95100 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5395898 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5395941 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5395978 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5395998 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -5396025.500000 Penalty: 1057.524048
	Iteration 75Q: 3 clusters Score -5396026 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5396031 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5396048 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5396068 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5396078 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -5396125.000000 Penalty: 1057.524048
	Iteration 80F: 3 clusters Score -5396125 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5396148 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -5396155.000000 Penalty: 1057.524048
	Iteration 82Q: 3 clusters Score -5396155 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97268 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -5396176.500000 Penalty: 1057.524048
	Iteration 83Q: 3 clusters Score -5396176 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -5396185.000000 Penalty: 1057.524048
	Iteration 84Q: 3 clusters Score -5396185 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5396216 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5396240 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5396273 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -5396291.500000 Penalty: 1057.524048
	Iteration 88Q: 3 clusters Score -5396292 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98150 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5396324 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5396346 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5396367 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5396368 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98678 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -5396380.500000 Penalty: 1057.524048
	Iteration 93Q: 3 clusters Score -5396380 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5396381 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98936 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5396388 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -5396423.500000 Penalty: 1057.524048
	Iteration 96Q: 3 clusters Score -5396424 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99172 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5396422 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5396441 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99374 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5396466 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5396485 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -5396483.500000 Penalty: 1057.524048
	Iteration 101Q: 3 clusters Score -5396484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5396508 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99802 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -5396543.500000 Penalty: 1057.524048
	Iteration 103Q: 3 clusters Score -5396544 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5396558 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5396588 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5396594 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5396600 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100295 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5396618 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100375 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -5396621.000000 Penalty: 1057.524048
	Iteration 109Q: 3 clusters Score -5396621 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5396628 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100534 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5396630 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5396647 nChanged 89
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Mstep: Class 1 contains 100707 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5396644 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5396677 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5396680 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5396692 nChanged 80
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Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5396683 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5396678 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101225 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -5396690.000000 Penalty: 1057.524048
	Iteration 119Q: 3 clusters Score -5396690 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101304 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -5396694.000000 Penalty: 1057.524048
	Iteration 120F: 3 clusters Score -5396694 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -5396709.500000 Penalty: 1057.524048
	Iteration 121Q: 3 clusters Score -5396710 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5396718 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5396716 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5396721 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5396728 nChanged 67
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Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5396737 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5396748 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5396756 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101924 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -5396750.500000 Penalty: 1057.524048
	Iteration 129Q: 3 clusters Score -5396750 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101992 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5396760 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102056 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5396775 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -5396781.500000 Penalty: 1057.524048
	Iteration 132Q: 3 clusters Score -5396782 nChanged 60
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Mstep: Class 1 contains 102176 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5396798 nChanged 61
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Mstep: Class 1 contains 102237 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5396812 nChanged 63
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Mstep: Class 1 contains 102300 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5396826 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102356 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -5396833.500000 Penalty: 1057.524048
	Iteration 136Q: 3 clusters Score -5396834 nChanged 48
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Mstep: Class 1 contains 102404 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5396834 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102450 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5396854 nChanged 41
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Mstep: Class 1 contains 102491 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5396857 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102527 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5396860 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102556 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5396866 nChanged 27
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Mstep: Class 1 contains 102583 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5396860 nChanged 24
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Mstep: Class 1 contains 102607 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5396866 nChanged 31
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Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5396871 nChanged 37
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5396886 nChanged 40
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Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5396892 nChanged 40
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Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -5396906.500000 Penalty: 1057.524048
	Iteration 147Q: 3 clusters Score -5396906 nChanged 38
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Mstep: Class 1 contains 102793 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5396907 nChanged 31
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Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -5396901.500000 Penalty: 1057.524048
	Iteration 149Q: 3 clusters Score -5396902 nChanged 35
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Mstep: Class 1 contains 102859 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5396911 nChanged 43
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5396915 nChanged 55
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Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -5396934.000000 Penalty: 1057.524048
	Iteration 152Q: 3 clusters Score -5396934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103003 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -5396939.000000 Penalty: 1057.524048
	Iteration 153Q: 3 clusters Score -5396939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -5396945.000000 Penalty: 1057.524048
	Iteration 154Q: 3 clusters Score -5396945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -5396956.000000 Penalty: 1057.524048
	Iteration 155Q: 3 clusters Score -5396956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103120 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -5396960.500000 Penalty: 1057.524048
	Iteration 156Q: 3 clusters Score -5396960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103168 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -5396968.000000 Penalty: 1057.524048
	Iteration 157Q: 3 clusters Score -5396968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -5396978.000000 Penalty: 1057.524048
	Iteration 158Q: 3 clusters Score -5396978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -5396974.500000 Penalty: 1057.524048
	Iteration 159Q: 3 clusters Score -5396974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103313 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -5396986.500000 Penalty: 1057.524048
	Iteration 160F: 3 clusters Score -5396986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -5397007.000000 Penalty: 1057.524048
	Iteration 161Q: 3 clusters Score -5397007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -5397007.500000 Penalty: 1057.524048
	Iteration 162Q: 3 clusters Score -5397008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -5397016.500000 Penalty: 1057.524048
	Iteration 163Q: 3 clusters Score -5397016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -5397018.500000 Penalty: 1057.524048
	Iteration 164Q: 3 clusters Score -5397018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -5397014.000000 Penalty: 1057.524048
	Iteration 165Q: 3 clusters Score -5397014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103541 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -5397010.500000 Penalty: 1057.524048
	Iteration 166Q: 3 clusters Score -5397010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103573 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -5397014.500000 Penalty: 1057.524048
	Iteration 167Q: 3 clusters Score -5397014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -5397021.000000 Penalty: 1057.524048
	Iteration 168Q: 3 clusters Score -5397021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -5397021.000000 Penalty: 1057.524048
	Iteration 169Q: 3 clusters Score -5397021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -5397025.500000 Penalty: 1057.524048
	Iteration 170Q: 3 clusters Score -5397026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103727 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -5397031.000000 Penalty: 1057.524048
	Iteration 171Q: 3 clusters Score -5397031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -5397035.000000 Penalty: 1057.524048
	Iteration 172Q: 3 clusters Score -5397035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -5397035.000000 Penalty: 1057.524048
	Iteration 173Q: 3 clusters Score -5397035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103817 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -5397049.500000 Penalty: 1057.524048
	Iteration 174Q: 3 clusters Score -5397050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103844 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -5397056.000000 Penalty: 1057.524048
	Iteration 175Q: 3 clusters Score -5397056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -5397063.500000 Penalty: 1057.524048
	Iteration 176Q: 3 clusters Score -5397064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -5397071.000000 Penalty: 1057.524048
	Iteration 177Q: 3 clusters Score -5397071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103910 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -5397077.500000 Penalty: 1057.524048
	Iteration 178Q: 3 clusters Score -5397078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -5397076.500000 Penalty: 1057.524048
	Iteration 179Q: 3 clusters Score -5397076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103978 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -5397067.000000 Penalty: 1057.524048
	Iteration 180F: 3 clusters Score -5397067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -5397063.500000 Penalty: 1057.524048
	Iteration 181Q: 3 clusters Score -5397064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104040 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -5397067.000000 Penalty: 1057.524048
	Iteration 182Q: 3 clusters Score -5397067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -5397059.500000 Penalty: 1057.524048
	Iteration 183Q: 3 clusters Score -5397060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104094 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -5397079.000000 Penalty: 1057.524048
	Iteration 184Q: 3 clusters Score -5397079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -5397083.000000 Penalty: 1057.524048
	Iteration 185Q: 3 clusters Score -5397083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -5397086.500000 Penalty: 1057.524048
	Iteration 186Q: 3 clusters Score -5397086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104161 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -5397083.500000 Penalty: 1057.524048
	Iteration 187Q: 3 clusters Score -5397084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104170 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -5397087.000000 Penalty: 1057.524048
	Iteration 188Q: 3 clusters Score -5397087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104183 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -5397089.000000 Penalty: 1057.524048
	Iteration 189Q: 3 clusters Score -5397089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104195 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -5397088.000000 Penalty: 1057.524048
	Iteration 190Q: 3 clusters Score -5397088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -5397088.000000 Penalty: 1057.524048
	Iteration 191Q: 3 clusters Score -5397088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -5397095.500000 Penalty: 1057.524048
	Iteration 192Q: 3 clusters Score -5397096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -5397090.000000 Penalty: 1057.524048
	Iteration 193Q: 3 clusters Score -5397090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -5397089.000000 Penalty: 1057.524048
	Iteration 194Q: 3 clusters Score -5397089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104261 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -5397101.000000 Penalty: 1057.524048
	Iteration 195Q: 3 clusters Score -5397101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -5397105.000000 Penalty: 1057.524048
	Iteration 196Q: 3 clusters Score -5397105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104300 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -5397107.500000 Penalty: 1057.524048
	Iteration 197Q: 3 clusters Score -5397108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104319 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -5397108.500000 Penalty: 1057.524048
	Iteration 198Q: 3 clusters Score -5397108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104346 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -5397110.500000 Penalty: 1057.524048
	Iteration 199Q: 3 clusters Score -5397110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -5397124.000000 Penalty: 1057.524048
	Iteration 200F: 3 clusters Score -5397124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104385 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -5397127.000000 Penalty: 1057.524048
	Iteration 201Q: 3 clusters Score -5397127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -5397123.500000 Penalty: 1057.524048
	Iteration 202Q: 3 clusters Score -5397124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -5397119.500000 Penalty: 1057.524048
	Iteration 203Q: 3 clusters Score -5397120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104423 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -5397117.500000 Penalty: 1057.524048
	Iteration 204Q: 3 clusters Score -5397118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -5397118.500000 Penalty: 1057.524048
	Iteration 205Q: 3 clusters Score -5397118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104430 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -5397122.000000 Penalty: 1057.524048
	Iteration 206Q: 3 clusters Score -5397122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -5397121.500000 Penalty: 1057.524048
	Iteration 207Q: 3 clusters Score -5397122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -5397124.000000 Penalty: 1057.524048
	Iteration 208Q: 3 clusters Score -5397124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -5397125.500000 Penalty: 1057.524048
	Iteration 209Q: 3 clusters Score -5397126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -5397125.000000 Penalty: 1057.524048
	Iteration 210Q: 3 clusters Score -5397125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104443 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -5397123.000000 Penalty: 1057.524048
	Iteration 211Q: 3 clusters Score -5397123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104450 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -5397123.500000 Penalty: 1057.524048
	Iteration 212Q: 3 clusters Score -5397124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104461 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -5397119.000000 Penalty: 1057.524048
	Iteration 213Q: 3 clusters Score -5397119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104468 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -5397122.000000 Penalty: 1057.524048
	Iteration 214Q: 3 clusters Score -5397122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104475 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -5397121.000000 Penalty: 1057.524048
	Iteration 215Q: 3 clusters Score -5397121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -5397115.500000 Penalty: 1057.524048
	Iteration 216Q: 3 clusters Score -5397116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -5397115.500000 Penalty: 1057.524048
	Iteration 217Q: 3 clusters Score -5397116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104485 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -5397118.500000 Penalty: 1057.524048
	Iteration 218Q: 3 clusters Score -5397118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104485 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -5397118.500000 Penalty: 1057.524048
	Iteration 219F: 3 clusters Score -5397118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (122547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122547 members 
Entering Unmasked Estep 
Score: -5916404.500000 Penalty: 533.089355
	Iteration 0F: 2 clusters Score -5916404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -5834549.500000 Penalty: 1066.178711
	Iteration 0F: 3 clusters Score -5834550 nChanged 60012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -5870569.000000 Penalty: 1066.178711
	Iteration 1F: 3 clusters Score -5870569 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -5871905.000000 Penalty: 1066.178711
	Iteration 2Q: 3 clusters Score -5871905 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -5873815.500000 Penalty: 1066.178711
	Iteration 3Q: 3 clusters Score -5873816 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -5876735.000000 Penalty: 1066.178711
	Iteration 4Q: 3 clusters Score -5876735 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -5881756.500000 Penalty: 1066.178711
	Iteration 5F: 3 clusters Score -5881756 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5889140.000000 Penalty: 1066.178711
	Iteration 6F: 3 clusters Score -5889140 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -5897354.000000 Penalty: 1066.178711
	Iteration 7F: 3 clusters Score -5897354 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -5902406.000000 Penalty: 1066.178711
	Iteration 8Q: 3 clusters Score -5902406 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -5904728.500000 Penalty: 1066.178711
	Iteration 9Q: 3 clusters Score -5904728 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102301 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -5906197.000000 Penalty: 1066.178711
	Iteration 10Q: 3 clusters Score -5906197 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -5907318.000000 Penalty: 1066.178711
	Iteration 11Q: 3 clusters Score -5907318 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -5908399.000000 Penalty: 1066.178711
	Iteration 12Q: 3 clusters Score -5908399 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -5909571.000000 Penalty: 1066.178711
	Iteration 13Q: 3 clusters Score -5909571 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110898 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -5910606.000000 Penalty: 1066.178711
	Iteration 14Q: 3 clusters Score -5910606 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112617 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -5911495.000000 Penalty: 1066.178711
	Iteration 15Q: 3 clusters Score -5911495 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -5912252.500000 Penalty: 1066.178711
	Iteration 16Q: 3 clusters Score -5912252 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115442 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -5913064.000000 Penalty: 1066.178711
	Iteration 17Q: 3 clusters Score -5913064 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116572 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -5913726.500000 Penalty: 1066.178711
	Iteration 18Q: 3 clusters Score -5913726 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117499 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -5914207.500000 Penalty: 1066.178711
	Iteration 19Q: 3 clusters Score -5914208 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118278 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -5914643.500000 Penalty: 1066.178711
	Iteration 20F: 3 clusters Score -5914644 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118885 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -5914971.000000 Penalty: 1066.178711
	Iteration 21Q: 3 clusters Score -5914971 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119375 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5915231.000000 Penalty: 1066.178711
	Iteration 22Q: 3 clusters Score -5915231 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119760 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5915395.000000 Penalty: 1066.178711
	Iteration 23Q: 3 clusters Score -5915395 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120060 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5915532.500000 Penalty: 1066.178711
	Iteration 24Q: 3 clusters Score -5915532 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120331 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5915647.500000 Penalty: 1066.178711
	Iteration 25Q: 3 clusters Score -5915648 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120544 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5915741.000000 Penalty: 1066.178711
	Iteration 26Q: 3 clusters Score -5915741 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120702 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5915787.000000 Penalty: 1066.178711
	Iteration 27Q: 3 clusters Score -5915787 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5915852.000000 Penalty: 1066.178711
	Iteration 28Q: 3 clusters Score -5915852 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120952 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5915894.000000 Penalty: 1066.178711
	Iteration 29Q: 3 clusters Score -5915894 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121034 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5915923.500000 Penalty: 1066.178711
	Iteration 30Q: 3 clusters Score -5915924 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121111 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5915953.000000 Penalty: 1066.178711
	Iteration 31Q: 3 clusters Score -5915953 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121169 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5915983.500000 Penalty: 1066.178711
	Iteration 32Q: 3 clusters Score -5915984 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121206 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5916003.500000 Penalty: 1066.178711
	Iteration 33Q: 3 clusters Score -5916004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121248 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5916017.500000 Penalty: 1066.178711
	Iteration 34Q: 3 clusters Score -5916018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121280 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5916016.000000 Penalty: 1066.178711
	Iteration 35Q: 3 clusters Score -5916016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121300 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5916018.000000 Penalty: 1066.178711
	Iteration 36Q: 3 clusters Score -5916018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121322 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5916028.000000 Penalty: 1066.178711
	Iteration 37Q: 3 clusters Score -5916028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121347 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5916037.000000 Penalty: 1066.178711
	Iteration 38Q: 3 clusters Score -5916037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121357 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5916046.000000 Penalty: 1066.178711
	Iteration 39Q: 3 clusters Score -5916046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121358 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5916054.000000 Penalty: 1066.178711
	Iteration 40F: 3 clusters Score -5916054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121359 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5916062.000000 Penalty: 1066.178711
	Iteration 41Q: 3 clusters Score -5916062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121362 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5916068.000000 Penalty: 1066.178711
	Iteration 42Q: 3 clusters Score -5916068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5916069.500000 Penalty: 1066.178711
	Iteration 43Q: 3 clusters Score -5916070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5916069.000000 Penalty: 1066.178711
	Iteration 44Q: 3 clusters Score -5916069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121364 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5916068.500000 Penalty: 1066.178711
	Iteration 45Q: 3 clusters Score -5916068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121366 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5916067.000000 Penalty: 1066.178711
	Iteration 46Q: 3 clusters Score -5916067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121371 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5916071.500000 Penalty: 1066.178711
	Iteration 47Q: 3 clusters Score -5916072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121371 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5916069.000000 Penalty: 1066.178711
	Iteration 48Q: 3 clusters Score -5916069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121376 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5916071.000000 Penalty: 1066.178711
	Iteration 49Q: 3 clusters Score -5916071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121379 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5916070.500000 Penalty: 1066.178711
	Iteration 50Q: 3 clusters Score -5916070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121382 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5916077.000000 Penalty: 1066.178711
	Iteration 51Q: 3 clusters Score -5916077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121384 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5916072.000000 Penalty: 1066.178711
	Iteration 52Q: 3 clusters Score -5916072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121383 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5916075.500000 Penalty: 1066.178711
	Iteration 53Q: 3 clusters Score -5916076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121383 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5916075.500000 Penalty: 1066.178711
	Iteration 54F: 3 clusters Score -5916076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -10219.957031 Penalty: 258.447845
	Iteration 0F: 2 clusters Score -10219.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9883.543945 Penalty: 516.895691
	Iteration 0F: 3 clusters Score -9883.544 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10017.541992 Penalty: 516.895691
	Iteration 1F: 3 clusters Score -10017.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10091.747070 Penalty: 516.895691
	Iteration 2F: 3 clusters Score -10091.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10161.972656 Penalty: 516.895691
	Iteration 3F: 3 clusters Score -10161.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10224.974609 Penalty: 516.895691
	Iteration 4F: 3 clusters Score -10224.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10237.285156 Penalty: 516.895691
	Iteration 5Q: 3 clusters Score -10237.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10251.041992 Penalty: 516.895691
	Iteration 6Q: 3 clusters Score -10251.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10254.072266 Penalty: 516.895691
	Iteration 7Q: 3 clusters Score -10254.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10256.152344 Penalty: 516.895691
	Iteration 8Q: 3 clusters Score -10256.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10256.152344 Penalty: 516.895691
	Iteration 9F: 3 clusters Score -10256.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 139 members 
Entering Unmasked Estep 
Score: -90591016.000000 Penalty: 30989.710938
Splitting cluster 20 changes total score from -90597640.000000 to -90591016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (87685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87685 members 
Entering Unmasked Estep 
Score: -4184919.500000 Penalty: 517.858521
	Iteration 0F: 2 clusters Score -4184920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -4125577.500000 Penalty: 1035.717041
	Iteration 0F: 3 clusters Score -4125578 nChanged 42853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -4151169.750000 Penalty: 1035.717041
	Iteration 1F: 3 clusters Score -4151170 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -4151863.750000 Penalty: 1035.717041
	Iteration 2Q: 3 clusters Score -4151864 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -4153022.000000 Penalty: 1035.717041
	Iteration 3Q: 3 clusters Score -4153022 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -4154894.250000 Penalty: 1035.717041
	Iteration 4F: 3 clusters Score -4154894 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -4157904.500000 Penalty: 1035.717041
	Iteration 5F: 3 clusters Score -4157904 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -4162671.250000 Penalty: 1035.717041
	Iteration 6F: 3 clusters Score -4162671 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -4168980.750000 Penalty: 1035.717041
	Iteration 7F: 3 clusters Score -4168981 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -4175550.000000 Penalty: 1035.717041
	Iteration 8F: 3 clusters Score -4175550 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -4180483.750000 Penalty: 1035.717041
	Iteration 9F: 3 clusters Score -4180484 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 86022 members 
Entering Unmasked Estep 
Score: -4182992.750000 Penalty: 1035.717041
	Iteration 10Q: 3 clusters Score -4182993 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -4184008.000000 Penalty: 1035.717041
	Iteration 11Q: 3 clusters Score -4184008 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -4184387.000000 Penalty: 1035.717041
	Iteration 12Q: 3 clusters Score -4184387 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -4184475.500000 Penalty: 1035.717041
	Iteration 13Q: 3 clusters Score -4184476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -4184509.500000 Penalty: 1035.717041
	Iteration 14Q: 3 clusters Score -4184510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -4184516.250000 Penalty: 1035.717041
	Iteration 15Q: 3 clusters Score -4184516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -4184521.750000 Penalty: 1035.717041
	Iteration 16Q: 3 clusters Score -4184522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -4184521.750000 Penalty: 1035.717041
	Iteration 17F: 3 clusters Score -4184522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -41673.484375 Penalty: 310.657135
	Iteration 0F: 2 clusters Score -41673.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -40896.621094 Penalty: 621.314270
	Iteration 0F: 3 clusters Score -40896.62 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -41129.328125 Penalty: 621.314270
	Iteration 1F: 3 clusters Score -41129.33 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -41181.542969 Penalty: 621.314270
	Iteration 2F: 3 clusters Score -41181.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -41210.945312 Penalty: 621.314270
	Iteration 3F: 3 clusters Score -41210.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -41220.691406 Penalty: 621.314270
	Iteration 4Q: 3 clusters Score -41220.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -41227.382812 Penalty: 621.314270
	Iteration 5Q: 3 clusters Score -41227.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -41232.410156 Penalty: 621.314270
	Iteration 6Q: 3 clusters Score -41232.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -41238.335938 Penalty: 621.314270
	Iteration 7Q: 3 clusters Score -41238.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -41243.687500 Penalty: 621.314270
	Iteration 8Q: 3 clusters Score -41243.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -41249.289062 Penalty: 621.314270
	Iteration 9Q: 3 clusters Score -41249.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -41256.214844 Penalty: 621.314270
	Iteration 10Q: 3 clusters Score -41256.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41259.425781 Penalty: 621.314270
	Iteration 11Q: 3 clusters Score -41259.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -41262.539062 Penalty: 621.314270
	Iteration 12Q: 3 clusters Score -41262.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -41265.550781 Penalty: 621.314270
	Iteration 13Q: 3 clusters Score -41265.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -41267.445312 Penalty: 621.314270
	Iteration 14Q: 3 clusters Score -41267.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -41278.546875 Penalty: 621.314270
	Iteration 15Q: 3 clusters Score -41278.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -41291.386719 Penalty: 621.314270
	Iteration 16Q: 3 clusters Score -41291.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -41297.945312 Penalty: 621.314270
	Iteration 17Q: 3 clusters Score -41297.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -41300.960938 Penalty: 621.314270
	Iteration 18Q: 3 clusters Score -41300.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -41304.425781 Penalty: 621.314270
	Iteration 19Q: 3 clusters Score -41304.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -41306.925781 Penalty: 621.314270
	Iteration 20F: 3 clusters Score -41306.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -41307.832031 Penalty: 621.314270
	Iteration 21Q: 3 clusters Score -41307.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -41308.277344 Penalty: 621.314270
	Iteration 22Q: 3 clusters Score -41308.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -41308.925781 Penalty: 621.314270
	Iteration 23Q: 3 clusters Score -41308.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -41309.304688 Penalty: 621.314270
	Iteration 24Q: 3 clusters Score -41309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -41309.476562 Penalty: 621.314270
	Iteration 25Q: 3 clusters Score -41309.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -41309.476562 Penalty: 621.314270
	Iteration 26F: 3 clusters Score -41309.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Entering Unmasked Estep 
Score: -97177.085938 Penalty: 344.431702
	Iteration 0F: 2 clusters Score -97177.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -95788.109375 Penalty: 688.863403
	Iteration 0F: 3 clusters Score -95788.11 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -96253.109375 Penalty: 688.863403
	Iteration 1F: 3 clusters Score -96253.11 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -96348.078125 Penalty: 688.863403
	Iteration 2F: 3 clusters Score -96348.08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96456.546875 Penalty: 688.863403
	Iteration 3F: 3 clusters Score -96456.55 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96551.859375 Penalty: 688.863403
	Iteration 4F: 3 clusters Score -96551.86 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -96635.695312 Penalty: 688.863403
	Iteration 5F: 3 clusters Score -96635.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -96721.476562 Penalty: 688.863403
	Iteration 6Q: 3 clusters Score -96721.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -96767.031250 Penalty: 688.863403
	Iteration 7Q: 3 clusters Score -96767.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -96802.312500 Penalty: 688.863403
	Iteration 8Q: 3 clusters Score -96802.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -96826.054688 Penalty: 688.863403
	Iteration 9Q: 3 clusters Score -96826.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -96846.976562 Penalty: 688.863403
	Iteration 10Q: 3 clusters Score -96846.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -96860.304688 Penalty: 688.863403
	Iteration 11Q: 3 clusters Score -96860.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -96867.164062 Penalty: 688.863403
	Iteration 12Q: 3 clusters Score -96867.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -96872.335938 Penalty: 688.863403
	Iteration 13Q: 3 clusters Score -96872.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -96881.000000 Penalty: 688.863403
	Iteration 14Q: 3 clusters Score -96881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -96888.562500 Penalty: 688.863403
	Iteration 15Q: 3 clusters Score -96888.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -96894.375000 Penalty: 688.863403
	Iteration 16Q: 3 clusters Score -96894.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -96894.375000 Penalty: 688.863403
	Iteration 17F: 3 clusters Score -96894.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Entering Unmasked Estep 
Score: -801186.250000 Penalty: 437.947876
	Iteration 0F: 2 clusters Score -801186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -791142.375000 Penalty: 875.895752
	Iteration 0F: 3 clusters Score -791142.4 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -795284.500000 Penalty: 875.895752
	Iteration 1F: 3 clusters Score -795284.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -795427.125000 Penalty: 875.895752
	Iteration 2Q: 3 clusters Score -795427.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -795617.437500 Penalty: 875.895752
	Iteration 3Q: 3 clusters Score -795617.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -795893.437500 Penalty: 875.895752
	Iteration 4Q: 3 clusters Score -795893.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -796363.000000 Penalty: 875.895752
	Iteration 5F: 3 clusters Score -796363 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -797000.875000 Penalty: 875.895752
	Iteration 6F: 3 clusters Score -797000.9 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -797749.625000 Penalty: 875.895752
	Iteration 7F: 3 clusters Score -797749.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -798277.750000 Penalty: 875.895752
	Iteration 8F: 3 clusters Score -798277.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -798502.062500 Penalty: 875.895752
	Iteration 9Q: 3 clusters Score -798502.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -798590.375000 Penalty: 875.895752
	Iteration 10Q: 3 clusters Score -798590.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -798639.750000 Penalty: 875.895752
	Iteration 11Q: 3 clusters Score -798639.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -798676.500000 Penalty: 875.895752
	Iteration 12Q: 3 clusters Score -798676.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -798723.250000 Penalty: 875.895752
	Iteration 13Q: 3 clusters Score -798723.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -798775.312500 Penalty: 875.895752
	Iteration 14Q: 3 clusters Score -798775.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -798834.437500 Penalty: 875.895752
	Iteration 15Q: 3 clusters Score -798834.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -798903.187500 Penalty: 875.895752
	Iteration 16Q: 3 clusters Score -798903.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -798966.375000 Penalty: 875.895752
	Iteration 17Q: 3 clusters Score -798966.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -799028.187500 Penalty: 875.895752
	Iteration 18Q: 3 clusters Score -799028.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -799100.500000 Penalty: 875.895752
	Iteration 19Q: 3 clusters Score -799100.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -799186.750000 Penalty: 875.895752
	Iteration 20F: 3 clusters Score -799186.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -799267.562500 Penalty: 875.895752
	Iteration 21Q: 3 clusters Score -799267.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -799352.937500 Penalty: 875.895752
	Iteration 22Q: 3 clusters Score -799352.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -799431.812500 Penalty: 875.895752
	Iteration 23Q: 3 clusters Score -799431.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -799499.937500 Penalty: 875.895752
	Iteration 24Q: 3 clusters Score -799499.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -799557.875000 Penalty: 875.895752
	Iteration 25Q: 3 clusters Score -799557.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -799616.750000 Penalty: 875.895752
	Iteration 26Q: 3 clusters Score -799616.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -799672.000000 Penalty: 875.895752
	Iteration 27Q: 3 clusters Score -799672 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -799722.312500 Penalty: 875.895752
	Iteration 28Q: 3 clusters Score -799722.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -799766.750000 Penalty: 875.895752
	Iteration 29Q: 3 clusters Score -799766.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -799812.187500 Penalty: 875.895752
	Iteration 30Q: 3 clusters Score -799812.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -799855.187500 Penalty: 875.895752
	Iteration 31Q: 3 clusters Score -799855.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -799896.875000 Penalty: 875.895752
	Iteration 32Q: 3 clusters Score -799896.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -799926.437500 Penalty: 875.895752
	Iteration 33Q: 3 clusters Score -799926.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -799960.625000 Penalty: 875.895752
	Iteration 34Q: 3 clusters Score -799960.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -799985.625000 Penalty: 875.895752
	Iteration 35Q: 3 clusters Score -799985.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -800011.125000 Penalty: 875.895752
	Iteration 36Q: 3 clusters Score -800011.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -800028.125000 Penalty: 875.895752
	Iteration 37Q: 3 clusters Score -800028.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -800045.437500 Penalty: 875.895752
	Iteration 38Q: 3 clusters Score -800045.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -800067.937500 Penalty: 875.895752
	Iteration 39Q: 3 clusters Score -800067.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -800087.812500 Penalty: 875.895752
	Iteration 40F: 3 clusters Score -800087.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -800108.187500 Penalty: 875.895752
	Iteration 41Q: 3 clusters Score -800108.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -800129.625000 Penalty: 875.895752
	Iteration 42Q: 3 clusters Score -800129.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -800152.062500 Penalty: 875.895752
	Iteration 43Q: 3 clusters Score -800152.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -800175.437500 Penalty: 875.895752
	Iteration 44Q: 3 clusters Score -800175.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -800206.500000 Penalty: 875.895752
	Iteration 45Q: 3 clusters Score -800206.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -800235.437500 Penalty: 875.895752
	Iteration 46Q: 3 clusters Score -800235.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -800273.500000 Penalty: 875.895752
	Iteration 47Q: 3 clusters Score -800273.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -800312.562500 Penalty: 875.895752
	Iteration 48Q: 3 clusters Score -800312.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -800347.437500 Penalty: 875.895752
	Iteration 49Q: 3 clusters Score -800347.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -800379.875000 Penalty: 875.895752
	Iteration 50Q: 3 clusters Score -800379.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -800406.437500 Penalty: 875.895752
	Iteration 51Q: 3 clusters Score -800406.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -800429.875000 Penalty: 875.895752
	Iteration 52Q: 3 clusters Score -800429.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -800453.125000 Penalty: 875.895752
	Iteration 53Q: 3 clusters Score -800453.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -800479.562500 Penalty: 875.895752
	Iteration 54Q: 3 clusters Score -800479.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -800510.250000 Penalty: 875.895752
	Iteration 55Q: 3 clusters Score -800510.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -800531.937500 Penalty: 875.895752
	Iteration 56Q: 3 clusters Score -800531.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -800555.375000 Penalty: 875.895752
	Iteration 57Q: 3 clusters Score -800555.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -800577.875000 Penalty: 875.895752
	Iteration 58Q: 3 clusters Score -800577.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -800593.875000 Penalty: 875.895752
	Iteration 59Q: 3 clusters Score -800593.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -800606.375000 Penalty: 875.895752
	Iteration 60F: 3 clusters Score -800606.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -800614.500000 Penalty: 875.895752
	Iteration 61Q: 3 clusters Score -800614.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -800623.937500 Penalty: 875.895752
	Iteration 62Q: 3 clusters Score -800623.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -800635.250000 Penalty: 875.895752
	Iteration 63Q: 3 clusters Score -800635.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -800649.375000 Penalty: 875.895752
	Iteration 64Q: 3 clusters Score -800649.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -800656.250000 Penalty: 875.895752
	Iteration 65Q: 3 clusters Score -800656.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -800659.500000 Penalty: 875.895752
	Iteration 66Q: 3 clusters Score -800659.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -800666.625000 Penalty: 875.895752
	Iteration 67Q: 3 clusters Score -800666.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -800677.562500 Penalty: 875.895752
	Iteration 68Q: 3 clusters Score -800677.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -800688.000000 Penalty: 875.895752
	Iteration 69Q: 3 clusters Score -800688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -800696.312500 Penalty: 875.895752
	Iteration 70Q: 3 clusters Score -800696.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -800709.687500 Penalty: 875.895752
	Iteration 71Q: 3 clusters Score -800709.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -800718.062500 Penalty: 875.895752
	Iteration 72Q: 3 clusters Score -800718.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -800726.437500 Penalty: 875.895752
	Iteration 73Q: 3 clusters Score -800726.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -800734.687500 Penalty: 875.895752
	Iteration 74Q: 3 clusters Score -800734.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -800746.375000 Penalty: 875.895752
	Iteration 75Q: 3 clusters Score -800746.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -800753.625000 Penalty: 875.895752
	Iteration 76Q: 3 clusters Score -800753.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -800760.437500 Penalty: 875.895752
	Iteration 77Q: 3 clusters Score -800760.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -800770.375000 Penalty: 875.895752
	Iteration 78Q: 3 clusters Score -800770.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -800771.000000 Penalty: 875.895752
	Iteration 79Q: 3 clusters Score -800771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -800775.125000 Penalty: 875.895752
	Iteration 80F: 3 clusters Score -800775.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -800778.687500 Penalty: 875.895752
	Iteration 81Q: 3 clusters Score -800778.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -800781.375000 Penalty: 875.895752
	Iteration 82Q: 3 clusters Score -800781.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -800782.375000 Penalty: 875.895752
	Iteration 83Q: 3 clusters Score -800782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -800784.000000 Penalty: 875.895752
	Iteration 84Q: 3 clusters Score -800784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -800786.000000 Penalty: 875.895752
	Iteration 85Q: 3 clusters Score -800786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -800788.625000 Penalty: 875.895752
	Iteration 86Q: 3 clusters Score -800788.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -800788.125000 Penalty: 875.895752
	Iteration 87Q: 3 clusters Score -800788.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -800791.125000 Penalty: 875.895752
	Iteration 88Q: 3 clusters Score -800791.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -800792.562500 Penalty: 875.895752
	Iteration 89Q: 3 clusters Score -800792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -800793.437500 Penalty: 875.895752
	Iteration 90Q: 3 clusters Score -800793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -800795.250000 Penalty: 875.895752
	Iteration 91Q: 3 clusters Score -800795.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -800797.062500 Penalty: 875.895752
	Iteration 92Q: 3 clusters Score -800797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -800797.937500 Penalty: 875.895752
	Iteration 93Q: 3 clusters Score -800797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -800801.500000 Penalty: 875.895752
	Iteration 94Q: 3 clusters Score -800801.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -800800.937500 Penalty: 875.895752
	Iteration 95Q: 3 clusters Score -800800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -800803.875000 Penalty: 875.895752
	Iteration 96Q: 3 clusters Score -800803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -800805.250000 Penalty: 875.895752
	Iteration 97Q: 3 clusters Score -800805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -800805.062500 Penalty: 875.895752
	Iteration 98Q: 3 clusters Score -800805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -800806.125000 Penalty: 875.895752
	Iteration 99Q: 3 clusters Score -800806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -800807.312500 Penalty: 875.895752
	Iteration 100F: 3 clusters Score -800807.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -800809.375000 Penalty: 875.895752
	Iteration 101Q: 3 clusters Score -800809.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -800812.500000 Penalty: 875.895752
	Iteration 102Q: 3 clusters Score -800812.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -800812.687500 Penalty: 875.895752
	Iteration 103Q: 3 clusters Score -800812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -800813.562500 Penalty: 875.895752
	Iteration 104Q: 3 clusters Score -800813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -800812.312500 Penalty: 875.895752
	Iteration 105Q: 3 clusters Score -800812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -800812.312500 Penalty: 875.895752
	Iteration 106F: 3 clusters Score -800812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Entering Unmasked Estep 
Score: -891516.625000 Penalty: 448.005829
	Iteration 0F: 2 clusters Score -891516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -878993.250000 Penalty: 896.011658
	Iteration 0F: 3 clusters Score -878993.2 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -884218.437500 Penalty: 896.011658
	Iteration 1F: 3 clusters Score -884218.4 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -884573.062500 Penalty: 896.011658
	Iteration 2Q: 3 clusters Score -884573.1 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -885048.750000 Penalty: 896.011658
	Iteration 3F: 3 clusters Score -885048.8 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -885662.312500 Penalty: 896.011658
	Iteration 4F: 3 clusters Score -885662.3 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -886323.937500 Penalty: 896.011658
	Iteration 5F: 3 clusters Score -886323.9 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -887003.937500 Penalty: 896.011658
	Iteration 6F: 3 clusters Score -887003.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -887670.875000 Penalty: 896.011658
	Iteration 7F: 3 clusters Score -887670.9 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -888258.437500 Penalty: 896.011658
	Iteration 8F: 3 clusters Score -888258.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -888623.125000 Penalty: 896.011658
	Iteration 9Q: 3 clusters Score -888623.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -888804.375000 Penalty: 896.011658
	Iteration 10Q: 3 clusters Score -888804.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -888908.062500 Penalty: 896.011658
	Iteration 11Q: 3 clusters Score -888908.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -888982.687500 Penalty: 896.011658
	Iteration 12Q: 3 clusters Score -888982.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -889038.812500 Penalty: 896.011658
	Iteration 13Q: 3 clusters Score -889038.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -889089.187500 Penalty: 896.011658
	Iteration 14Q: 3 clusters Score -889089.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -889141.812500 Penalty: 896.011658
	Iteration 15Q: 3 clusters Score -889141.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -889189.000000 Penalty: 896.011658
	Iteration 16Q: 3 clusters Score -889189 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -889238.312500 Penalty: 896.011658
	Iteration 17Q: 3 clusters Score -889238.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -889270.000000 Penalty: 896.011658
	Iteration 18Q: 3 clusters Score -889270 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -889305.312500 Penalty: 896.011658
	Iteration 19Q: 3 clusters Score -889305.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -889334.312500 Penalty: 896.011658
	Iteration 20F: 3 clusters Score -889334.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -889353.875000 Penalty: 896.011658
	Iteration 21Q: 3 clusters Score -889353.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -889371.750000 Penalty: 896.011658
	Iteration 22Q: 3 clusters Score -889371.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -889388.687500 Penalty: 896.011658
	Iteration 23Q: 3 clusters Score -889388.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -889402.187500 Penalty: 896.011658
	Iteration 24Q: 3 clusters Score -889402.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -889417.062500 Penalty: 896.011658
	Iteration 25Q: 3 clusters Score -889417.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -889426.000000 Penalty: 896.011658
	Iteration 26Q: 3 clusters Score -889426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -889437.687500 Penalty: 896.011658
	Iteration 27Q: 3 clusters Score -889437.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -889446.312500 Penalty: 896.011658
	Iteration 28Q: 3 clusters Score -889446.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -889448.562500 Penalty: 896.011658
	Iteration 29Q: 3 clusters Score -889448.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -889452.687500 Penalty: 896.011658
	Iteration 30Q: 3 clusters Score -889452.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -889458.812500 Penalty: 896.011658
	Iteration 31Q: 3 clusters Score -889458.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -889465.812500 Penalty: 896.011658
	Iteration 32Q: 3 clusters Score -889465.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -889475.187500 Penalty: 896.011658
	Iteration 33Q: 3 clusters Score -889475.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -889481.000000 Penalty: 896.011658
	Iteration 34Q: 3 clusters Score -889481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -889488.000000 Penalty: 896.011658
	Iteration 35Q: 3 clusters Score -889488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -889494.937500 Penalty: 896.011658
	Iteration 36Q: 3 clusters Score -889494.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -889501.125000 Penalty: 896.011658
	Iteration 37Q: 3 clusters Score -889501.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -889504.875000 Penalty: 896.011658
	Iteration 38Q: 3 clusters Score -889504.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -889511.937500 Penalty: 896.011658
	Iteration 39Q: 3 clusters Score -889511.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -889515.250000 Penalty: 896.011658
	Iteration 40F: 3 clusters Score -889515.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -889521.000000 Penalty: 896.011658
	Iteration 41Q: 3 clusters Score -889521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -889528.312500 Penalty: 896.011658
	Iteration 42Q: 3 clusters Score -889528.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -889526.500000 Penalty: 896.011658
	Iteration 43Q: 3 clusters Score -889526.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -889530.000000 Penalty: 896.011658
	Iteration 44Q: 3 clusters Score -889530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -889530.062500 Penalty: 896.011658
	Iteration 45Q: 3 clusters Score -889530.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -889530.250000 Penalty: 896.011658
	Iteration 46Q: 3 clusters Score -889530.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -889534.062500 Penalty: 896.011658
	Iteration 47Q: 3 clusters Score -889534.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -889536.125000 Penalty: 896.011658
	Iteration 48Q: 3 clusters Score -889536.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -889535.875000 Penalty: 896.011658
	Iteration 49Q: 3 clusters Score -889535.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -889537.750000 Penalty: 896.011658
	Iteration 50Q: 3 clusters Score -889537.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -889541.187500 Penalty: 896.011658
	Iteration 51Q: 3 clusters Score -889541.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -889541.875000 Penalty: 896.011658
	Iteration 52Q: 3 clusters Score -889541.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -889544.875000 Penalty: 896.011658
	Iteration 53Q: 3 clusters Score -889544.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -889550.187500 Penalty: 896.011658
	Iteration 54Q: 3 clusters Score -889550.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -889550.812500 Penalty: 896.011658
	Iteration 55Q: 3 clusters Score -889550.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -889553.312500 Penalty: 896.011658
	Iteration 56Q: 3 clusters Score -889553.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -889559.562500 Penalty: 896.011658
	Iteration 57Q: 3 clusters Score -889559.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -889556.562500 Penalty: 896.011658
	Iteration 58Q: 3 clusters Score -889556.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -889559.125000 Penalty: 896.011658
	Iteration 59Q: 3 clusters Score -889559.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -889561.437500 Penalty: 896.011658
	Iteration 60F: 3 clusters Score -889561.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -889564.125000 Penalty: 896.011658
	Iteration 61Q: 3 clusters Score -889564.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -889564.625000 Penalty: 896.011658
	Iteration 62Q: 3 clusters Score -889564.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -889566.312500 Penalty: 896.011658
	Iteration 63Q: 3 clusters Score -889566.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -889567.250000 Penalty: 896.011658
	Iteration 64Q: 3 clusters Score -889567.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -889568.562500 Penalty: 896.011658
	Iteration 65Q: 3 clusters Score -889568.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -889571.062500 Penalty: 896.011658
	Iteration 66Q: 3 clusters Score -889571.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -889571.875000 Penalty: 896.011658
	Iteration 67Q: 3 clusters Score -889571.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -889574.062500 Penalty: 896.011658
	Iteration 68Q: 3 clusters Score -889574.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -889575.437500 Penalty: 896.011658
	Iteration 69Q: 3 clusters Score -889575.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -889577.562500 Penalty: 896.011658
	Iteration 70Q: 3 clusters Score -889577.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -889578.062500 Penalty: 896.011658
	Iteration 71Q: 3 clusters Score -889578.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -889580.500000 Penalty: 896.011658
	Iteration 72Q: 3 clusters Score -889580.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -889580.625000 Penalty: 896.011658
	Iteration 73Q: 3 clusters Score -889580.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -889584.187500 Penalty: 896.011658
	Iteration 74Q: 3 clusters Score -889584.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -889584.437500 Penalty: 896.011658
	Iteration 75Q: 3 clusters Score -889584.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -889582.812500 Penalty: 896.011658
	Iteration 76Q: 3 clusters Score -889582.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -889582.937500 Penalty: 896.011658
	Iteration 77Q: 3 clusters Score -889582.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -889584.937500 Penalty: 896.011658
	Iteration 78Q: 3 clusters Score -889584.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -889586.187500 Penalty: 896.011658
	Iteration 79Q: 3 clusters Score -889586.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -889587.750000 Penalty: 896.011658
	Iteration 80F: 3 clusters Score -889587.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -889588.750000 Penalty: 896.011658
	Iteration 81Q: 3 clusters Score -889588.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -889590.250000 Penalty: 896.011658
	Iteration 82Q: 3 clusters Score -889590.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -889595.062500 Penalty: 896.011658
	Iteration 83Q: 3 clusters Score -889595.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -889597.500000 Penalty: 896.011658
	Iteration 84Q: 3 clusters Score -889597.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -889602.312500 Penalty: 896.011658
	Iteration 85Q: 3 clusters Score -889602.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -889600.562500 Penalty: 896.011658
	Iteration 86Q: 3 clusters Score -889600.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -889603.062500 Penalty: 896.011658
	Iteration 87Q: 3 clusters Score -889603.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -889603.187500 Penalty: 896.011658
	Iteration 88Q: 3 clusters Score -889603.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -889606.000000 Penalty: 896.011658
	Iteration 89Q: 3 clusters Score -889606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -889605.812500 Penalty: 896.011658
	Iteration 90Q: 3 clusters Score -889605.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -889604.000000 Penalty: 896.011658
	Iteration 91Q: 3 clusters Score -889604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -889607.125000 Penalty: 896.011658
	Iteration 92Q: 3 clusters Score -889607.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -889607.437500 Penalty: 896.011658
	Iteration 93Q: 3 clusters Score -889607.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -889610.562500 Penalty: 896.011658
	Iteration 94Q: 3 clusters Score -889610.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -889611.437500 Penalty: 896.011658
	Iteration 95Q: 3 clusters Score -889611.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -889614.187500 Penalty: 896.011658
	Iteration 96Q: 3 clusters Score -889614.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -889616.187500 Penalty: 896.011658
	Iteration 97Q: 3 clusters Score -889616.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -889618.437500 Penalty: 896.011658
	Iteration 98Q: 3 clusters Score -889618.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -889618.375000 Penalty: 896.011658
	Iteration 99Q: 3 clusters Score -889618.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -889617.562500 Penalty: 896.011658
	Iteration 100F: 3 clusters Score -889617.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -889618.187500 Penalty: 896.011658
	Iteration 101Q: 3 clusters Score -889618.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -889621.250000 Penalty: 896.011658
	Iteration 102Q: 3 clusters Score -889621.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -889623.000000 Penalty: 896.011658
	Iteration 103Q: 3 clusters Score -889623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -889623.437500 Penalty: 896.011658
	Iteration 104Q: 3 clusters Score -889623.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -889623.750000 Penalty: 896.011658
	Iteration 105Q: 3 clusters Score -889623.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -889626.625000 Penalty: 896.011658
	Iteration 106Q: 3 clusters Score -889626.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -889628.875000 Penalty: 896.011658
	Iteration 107Q: 3 clusters Score -889628.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -889631.000000 Penalty: 896.011658
	Iteration 108Q: 3 clusters Score -889631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -889632.437500 Penalty: 896.011658
	Iteration 109Q: 3 clusters Score -889632.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -889635.937500 Penalty: 896.011658
	Iteration 110Q: 3 clusters Score -889635.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -889640.687500 Penalty: 896.011658
	Iteration 111Q: 3 clusters Score -889640.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -889639.625000 Penalty: 896.011658
	Iteration 112Q: 3 clusters Score -889639.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -889642.750000 Penalty: 896.011658
	Iteration 113Q: 3 clusters Score -889642.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -889640.875000 Penalty: 896.011658
	Iteration 114Q: 3 clusters Score -889640.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -889644.312500 Penalty: 896.011658
	Iteration 115Q: 3 clusters Score -889644.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -889648.250000 Penalty: 896.011658
	Iteration 116Q: 3 clusters Score -889648.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -889651.500000 Penalty: 896.011658
	Iteration 117Q: 3 clusters Score -889651.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -889656.625000 Penalty: 896.011658
	Iteration 118Q: 3 clusters Score -889656.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -889668.750000 Penalty: 896.011658
	Iteration 119Q: 3 clusters Score -889668.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -889678.625000 Penalty: 896.011658
	Iteration 120F: 3 clusters Score -889678.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -889687.437500 Penalty: 896.011658
	Iteration 121Q: 3 clusters Score -889687.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -889706.562500 Penalty: 896.011658
	Iteration 122Q: 3 clusters Score -889706.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -889729.312500 Penalty: 896.011658
	Iteration 123Q: 3 clusters Score -889729.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -889749.000000 Penalty: 896.011658
	Iteration 124Q: 3 clusters Score -889749 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -889770.687500 Penalty: 896.011658
	Iteration 125Q: 3 clusters Score -889770.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -889797.250000 Penalty: 896.011658
	Iteration 126Q: 3 clusters Score -889797.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -889823.500000 Penalty: 896.011658
	Iteration 127Q: 3 clusters Score -889823.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -889854.000000 Penalty: 896.011658
	Iteration 128Q: 3 clusters Score -889854 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -889891.125000 Penalty: 896.011658
	Iteration 129Q: 3 clusters Score -889891.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -889930.062500 Penalty: 896.011658
	Iteration 130Q: 3 clusters Score -889930.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -889963.875000 Penalty: 896.011658
	Iteration 131Q: 3 clusters Score -889963.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -890009.750000 Penalty: 896.011658
	Iteration 132Q: 3 clusters Score -890009.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -890054.750000 Penalty: 896.011658
	Iteration 133Q: 3 clusters Score -890054.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -890105.375000 Penalty: 896.011658
	Iteration 134Q: 3 clusters Score -890105.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -890176.062500 Penalty: 896.011658
	Iteration 135Q: 3 clusters Score -890176.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -890239.250000 Penalty: 896.011658
	Iteration 136Q: 3 clusters Score -890239.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -890300.687500 Penalty: 896.011658
	Iteration 137Q: 3 clusters Score -890300.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -890361.187500 Penalty: 896.011658
	Iteration 138Q: 3 clusters Score -890361.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -890429.125000 Penalty: 896.011658
	Iteration 139Q: 3 clusters Score -890429.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -890492.500000 Penalty: 896.011658
	Iteration 140F: 3 clusters Score -890492.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -890558.187500 Penalty: 896.011658
	Iteration 141Q: 3 clusters Score -890558.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -890619.750000 Penalty: 896.011658
	Iteration 142Q: 3 clusters Score -890619.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -890664.187500 Penalty: 896.011658
	Iteration 143Q: 3 clusters Score -890664.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -890706.937500 Penalty: 896.011658
	Iteration 144Q: 3 clusters Score -890706.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -890750.062500 Penalty: 896.011658
	Iteration 145Q: 3 clusters Score -890750.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -890794.250000 Penalty: 896.011658
	Iteration 146Q: 3 clusters Score -890794.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -890829.750000 Penalty: 896.011658
	Iteration 147Q: 3 clusters Score -890829.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -890869.937500 Penalty: 896.011658
	Iteration 148Q: 3 clusters Score -890869.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -890904.937500 Penalty: 896.011658
	Iteration 149Q: 3 clusters Score -890904.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -890939.375000 Penalty: 896.011658
	Iteration 150Q: 3 clusters Score -890939.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -890969.875000 Penalty: 896.011658
	Iteration 151Q: 3 clusters Score -890969.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -891003.062500 Penalty: 896.011658
	Iteration 152Q: 3 clusters Score -891003.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -891027.000000 Penalty: 896.011658
	Iteration 153Q: 3 clusters Score -891027 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -891049.500000 Penalty: 896.011658
	Iteration 154Q: 3 clusters Score -891049.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -891066.000000 Penalty: 896.011658
	Iteration 155Q: 3 clusters Score -891066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -891079.625000 Penalty: 896.011658
	Iteration 156Q: 3 clusters Score -891079.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -891086.937500 Penalty: 896.011658
	Iteration 157Q: 3 clusters Score -891086.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -891100.500000 Penalty: 896.011658
	Iteration 158Q: 3 clusters Score -891100.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -891109.437500 Penalty: 896.011658
	Iteration 159Q: 3 clusters Score -891109.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -891121.750000 Penalty: 896.011658
	Iteration 160F: 3 clusters Score -891121.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -891132.312500 Penalty: 896.011658
	Iteration 161Q: 3 clusters Score -891132.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -891142.312500 Penalty: 896.011658
	Iteration 162Q: 3 clusters Score -891142.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -891149.125000 Penalty: 896.011658
	Iteration 163Q: 3 clusters Score -891149.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -891155.000000 Penalty: 896.011658
	Iteration 164Q: 3 clusters Score -891155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -891163.187500 Penalty: 896.011658
	Iteration 165Q: 3 clusters Score -891163.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -891174.750000 Penalty: 896.011658
	Iteration 166Q: 3 clusters Score -891174.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -891180.312500 Penalty: 896.011658
	Iteration 167Q: 3 clusters Score -891180.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -891183.750000 Penalty: 896.011658
	Iteration 168Q: 3 clusters Score -891183.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -891187.000000 Penalty: 896.011658
	Iteration 169Q: 3 clusters Score -891187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -891190.312500 Penalty: 896.011658
	Iteration 170Q: 3 clusters Score -891190.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -891193.500000 Penalty: 896.011658
	Iteration 171Q: 3 clusters Score -891193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -891195.000000 Penalty: 896.011658
	Iteration 172Q: 3 clusters Score -891195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -891196.437500 Penalty: 896.011658
	Iteration 173Q: 3 clusters Score -891196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -891197.812500 Penalty: 896.011658
	Iteration 174Q: 3 clusters Score -891197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -891199.687500 Penalty: 896.011658
	Iteration 175Q: 3 clusters Score -891199.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -891202.125000 Penalty: 896.011658
	Iteration 176Q: 3 clusters Score -891202.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -891205.437500 Penalty: 896.011658
	Iteration 177Q: 3 clusters Score -891205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -891207.187500 Penalty: 896.011658
	Iteration 178Q: 3 clusters Score -891207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -891208.875000 Penalty: 896.011658
	Iteration 179Q: 3 clusters Score -891208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -891208.875000 Penalty: 896.011658
	Iteration 180F: 3 clusters Score -891208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -891210.437500 Penalty: 896.011658
	Iteration 181Q: 3 clusters Score -891210.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -891213.187500 Penalty: 896.011658
	Iteration 182Q: 3 clusters Score -891213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -891214.250000 Penalty: 896.011658
	Iteration 183Q: 3 clusters Score -891214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -891213.500000 Penalty: 896.011658
	Iteration 184Q: 3 clusters Score -891213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -891213.500000 Penalty: 896.011658
	Iteration 185F: 3 clusters Score -891213.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -340940.687500 Penalty: 403.525604
	Iteration 0F: 2 clusters Score -340940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -336224.781250 Penalty: 807.051208
	Iteration 0F: 3 clusters Score -336224.8 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -337951.156250 Penalty: 807.051208
	Iteration 1F: 3 clusters Score -337951.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -338136.750000 Penalty: 807.051208
	Iteration 2F: 3 clusters Score -338136.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -338403.312500 Penalty: 807.051208
	Iteration 3F: 3 clusters Score -338403.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -338772.375000 Penalty: 807.051208
	Iteration 4F: 3 clusters Score -338772.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -339223.968750 Penalty: 807.051208
	Iteration 5F: 3 clusters Score -339224 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -339666.500000 Penalty: 807.051208
	Iteration 6F: 3 clusters Score -339666.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -340064.875000 Penalty: 807.051208
	Iteration 7F: 3 clusters Score -340064.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -340329.343750 Penalty: 807.051208
	Iteration 8Q: 3 clusters Score -340329.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -340488.312500 Penalty: 807.051208
	Iteration 9Q: 3 clusters Score -340488.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -340553.843750 Penalty: 807.051208
	Iteration 10Q: 3 clusters Score -340553.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -340588.968750 Penalty: 807.051208
	Iteration 11Q: 3 clusters Score -340589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -340607.937500 Penalty: 807.051208
	Iteration 12Q: 3 clusters Score -340607.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -340620.625000 Penalty: 807.051208
	Iteration 13Q: 3 clusters Score -340620.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -340630.906250 Penalty: 807.051208
	Iteration 14Q: 3 clusters Score -340630.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -340639.718750 Penalty: 807.051208
	Iteration 15Q: 3 clusters Score -340639.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -340644.843750 Penalty: 807.051208
	Iteration 16Q: 3 clusters Score -340644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -340646.593750 Penalty: 807.051208
	Iteration 17Q: 3 clusters Score -340646.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -340646.750000 Penalty: 807.051208
	Iteration 18Q: 3 clusters Score -340646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -340647.750000 Penalty: 807.051208
	Iteration 19Q: 3 clusters Score -340647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -340647.750000 Penalty: 807.051208
	Iteration 20F: 3 clusters Score -340647.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Entering Unmasked Estep 
Score: -460037.875000 Penalty: 415.454315
	Iteration 0F: 2 clusters Score -460037.9 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 4574 members 
Entering Unmasked Estep 
Score: -453957.500000 Penalty: 830.908630
	Iteration 0F: 3 clusters Score -453957.5 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -457651.187500 Penalty: 830.908630
	Iteration 1F: 3 clusters Score -457651.2 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -458615.000000 Penalty: 830.908630
	Iteration 2F: 3 clusters Score -458615 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -459231.000000 Penalty: 830.908630
	Iteration 3F: 3 clusters Score -459231 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -459613.718750 Penalty: 830.908630
	Iteration 4F: 3 clusters Score -459613.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -459838.156250 Penalty: 830.908630
	Iteration 5Q: 3 clusters Score -459838.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -459985.906250 Penalty: 830.908630
	Iteration 6Q: 3 clusters Score -459985.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -460082.718750 Penalty: 830.908630
	Iteration 7Q: 3 clusters Score -460082.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -460132.468750 Penalty: 830.908630
	Iteration 8Q: 3 clusters Score -460132.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -460177.875000 Penalty: 830.908630
	Iteration 9Q: 3 clusters Score -460177.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -460235.000000 Penalty: 830.908630
	Iteration 10Q: 3 clusters Score -460235 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -460307.406250 Penalty: 830.908630
	Iteration 11Q: 3 clusters Score -460307.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -460379.406250 Penalty: 830.908630
	Iteration 12Q: 3 clusters Score -460379.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -460455.375000 Penalty: 830.908630
	Iteration 13Q: 3 clusters Score -460455.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -460523.437500 Penalty: 830.908630
	Iteration 14Q: 3 clusters Score -460523.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -460586.531250 Penalty: 830.908630
	Iteration 15Q: 3 clusters Score -460586.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -460640.968750 Penalty: 830.908630
	Iteration 16Q: 3 clusters Score -460641 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -460679.156250 Penalty: 830.908630
	Iteration 17Q: 3 clusters Score -460679.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -460720.187500 Penalty: 830.908630
	Iteration 18Q: 3 clusters Score -460720.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -460756.000000 Penalty: 830.908630
	Iteration 19Q: 3 clusters Score -460756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -460789.218750 Penalty: 830.908630
	Iteration 20F: 3 clusters Score -460789.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -460823.187500 Penalty: 830.908630
	Iteration 21Q: 3 clusters Score -460823.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -460847.968750 Penalty: 830.908630
	Iteration 22Q: 3 clusters Score -460848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -460875.312500 Penalty: 830.908630
	Iteration 23Q: 3 clusters Score -460875.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -460894.375000 Penalty: 830.908630
	Iteration 24Q: 3 clusters Score -460894.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -460911.000000 Penalty: 830.908630
	Iteration 25Q: 3 clusters Score -460911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -460926.406250 Penalty: 830.908630
	Iteration 26Q: 3 clusters Score -460926.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -460944.218750 Penalty: 830.908630
	Iteration 27Q: 3 clusters Score -460944.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -460958.812500 Penalty: 830.908630
	Iteration 28Q: 3 clusters Score -460958.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -460963.406250 Penalty: 830.908630
	Iteration 29Q: 3 clusters Score -460963.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -460967.968750 Penalty: 830.908630
	Iteration 30Q: 3 clusters Score -460968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -460972.031250 Penalty: 830.908630
	Iteration 31Q: 3 clusters Score -460972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -460976.687500 Penalty: 830.908630
	Iteration 32Q: 3 clusters Score -460976.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -460983.906250 Penalty: 830.908630
	Iteration 33Q: 3 clusters Score -460983.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -460991.718750 Penalty: 830.908630
	Iteration 34Q: 3 clusters Score -460991.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -460996.812500 Penalty: 830.908630
	Iteration 35Q: 3 clusters Score -460996.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -461003.156250 Penalty: 830.908630
	Iteration 36Q: 3 clusters Score -461003.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -461007.062500 Penalty: 830.908630
	Iteration 37Q: 3 clusters Score -461007.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -461011.687500 Penalty: 830.908630
	Iteration 38Q: 3 clusters Score -461011.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -461011.875000 Penalty: 830.908630
	Iteration 39Q: 3 clusters Score -461011.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -461015.656250 Penalty: 830.908630
	Iteration 40F: 3 clusters Score -461015.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -461016.750000 Penalty: 830.908630
	Iteration 41Q: 3 clusters Score -461016.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -461019.218750 Penalty: 830.908630
	Iteration 42Q: 3 clusters Score -461019.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -461020.937500 Penalty: 830.908630
	Iteration 43Q: 3 clusters Score -461020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -461021.000000 Penalty: 830.908630
	Iteration 44Q: 3 clusters Score -461021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -461021.531250 Penalty: 830.908630
	Iteration 45Q: 3 clusters Score -461021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -461021.093750 Penalty: 830.908630
	Iteration 46Q: 3 clusters Score -461021.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -461020.281250 Penalty: 830.908630
	Iteration 47Q: 3 clusters Score -461020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -461020.281250 Penalty: 830.908630
	Iteration 48F: 3 clusters Score -461020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 996 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 8240 members 
Entering Unmasked Estep 
Score: -90591256.000000 Penalty: 30989.710938
Splitting cluster 27 changes total score from -90597640.000000 to -90591256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -145550.906250 Penalty: 362.809937
	Iteration 0F: 2 clusters Score -145550.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -143534.000000 Penalty: 725.619873
	Iteration 0F: 3 clusters Score -143534 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -144260.812500 Penalty: 725.619873
	Iteration 1F: 3 clusters Score -144260.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -144394.156250 Penalty: 725.619873
	Iteration 2F: 3 clusters Score -144394.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -144530.421875 Penalty: 725.619873
	Iteration 3F: 3 clusters Score -144530.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -144673.671875 Penalty: 725.619873
	Iteration 4F: 3 clusters Score -144673.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -144797.609375 Penalty: 725.619873
	Iteration 5F: 3 clusters Score -144797.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -144884.171875 Penalty: 725.619873
	Iteration 6Q: 3 clusters Score -144884.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -144936.250000 Penalty: 725.619873
	Iteration 7Q: 3 clusters Score -144936.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -144979.421875 Penalty: 725.619873
	Iteration 8Q: 3 clusters Score -144979.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -145020.562500 Penalty: 725.619873
	Iteration 9Q: 3 clusters Score -145020.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -145051.078125 Penalty: 725.619873
	Iteration 10Q: 3 clusters Score -145051.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -145082.656250 Penalty: 725.619873
	Iteration 11Q: 3 clusters Score -145082.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -145107.484375 Penalty: 725.619873
	Iteration 12Q: 3 clusters Score -145107.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -145125.875000 Penalty: 725.619873
	Iteration 13Q: 3 clusters Score -145125.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -145142.734375 Penalty: 725.619873
	Iteration 14Q: 3 clusters Score -145142.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -145156.390625 Penalty: 725.619873
	Iteration 15Q: 3 clusters Score -145156.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -145169.437500 Penalty: 725.619873
	Iteration 16Q: 3 clusters Score -145169.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -145181.734375 Penalty: 725.619873
	Iteration 17Q: 3 clusters Score -145181.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -145195.093750 Penalty: 725.619873
	Iteration 18Q: 3 clusters Score -145195.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -145214.468750 Penalty: 725.619873
	Iteration 19Q: 3 clusters Score -145214.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -145228.062500 Penalty: 725.619873
	Iteration 20F: 3 clusters Score -145228.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -145243.796875 Penalty: 725.619873
	Iteration 21Q: 3 clusters Score -145243.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -145252.390625 Penalty: 725.619873
	Iteration 22Q: 3 clusters Score -145252.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -145257.281250 Penalty: 725.619873
	Iteration 23Q: 3 clusters Score -145257.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -145260.687500 Penalty: 725.619873
	Iteration 24Q: 3 clusters Score -145260.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -145263.109375 Penalty: 725.619873
	Iteration 25Q: 3 clusters Score -145263.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -145265.140625 Penalty: 725.619873
	Iteration 26Q: 3 clusters Score -145265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -145266.625000 Penalty: 725.619873
	Iteration 27Q: 3 clusters Score -145266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -145266.875000 Penalty: 725.619873
	Iteration 28Q: 3 clusters Score -145266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -145267.250000 Penalty: 725.619873
	Iteration 29Q: 3 clusters Score -145267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -145267.640625 Penalty: 725.619873
	Iteration 30Q: 3 clusters Score -145267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -145268.250000 Penalty: 725.619873
	Iteration 31Q: 3 clusters Score -145268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -145268.531250 Penalty: 725.619873
	Iteration 32Q: 3 clusters Score -145268.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -145268.515625 Penalty: 725.619873
	Iteration 33Q: 3 clusters Score -145268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -145268.671875 Penalty: 725.619873
	Iteration 34Q: 3 clusters Score -145268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -145268.843750 Penalty: 725.619873
	Iteration 35Q: 3 clusters Score -145268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -145268.843750 Penalty: 725.619873
	Iteration 36F: 3 clusters Score -145268.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (115849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115849 members 
Entering Unmasked Estep 
Score: -5728311.000000 Penalty: 530.531921
	Iteration 0F: 2 clusters Score -5728311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -5651821.500000 Penalty: 1061.063843
	Iteration 0F: 3 clusters Score -5651822 nChanged 56768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -5690753.000000 Penalty: 1061.063843
	Iteration 1F: 3 clusters Score -5690753 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -5698002.500000 Penalty: 1061.063843
	Iteration 2F: 3 clusters Score -5698002 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -5708530.500000 Penalty: 1061.063843
	Iteration 3F: 3 clusters Score -5708530 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -5719161.000000 Penalty: 1061.063843
	Iteration 4F: 3 clusters Score -5719161 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -5726269.500000 Penalty: 1061.063843
	Iteration 5F: 3 clusters Score -5726270 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -5729379.000000 Penalty: 1061.063843
	Iteration 6Q: 3 clusters Score -5729379 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102925 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -5730255.500000 Penalty: 1061.063843
	Iteration 7Q: 3 clusters Score -5730256 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103691 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5730733.000000 Penalty: 1061.063843
	Iteration 8Q: 3 clusters Score -5730733 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -5731001.000000 Penalty: 1061.063843
	Iteration 9Q: 3 clusters Score -5731001 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104937 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -5731117.500000 Penalty: 1061.063843
	Iteration 10Q: 3 clusters Score -5731118 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105484 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -5731168.500000 Penalty: 1061.063843
	Iteration 11Q: 3 clusters Score -5731168 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106045 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -5731235.500000 Penalty: 1061.063843
	Iteration 12Q: 3 clusters Score -5731236 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -5731235.000000 Penalty: 1061.063843
	Iteration 13Q: 3 clusters Score -5731235 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -5731268.500000 Penalty: 1061.063843
	Iteration 14Q: 3 clusters Score -5731268 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107437 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5731230.500000 Penalty: 1061.063843
	Iteration 15Q: 3 clusters Score -5731230 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107850 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -5731218.000000 Penalty: 1061.063843
	Iteration 16Q: 3 clusters Score -5731218 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108239 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -5731154.000000 Penalty: 1061.063843
	Iteration 17Q: 3 clusters Score -5731154 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108607 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -5731065.000000 Penalty: 1061.063843
	Iteration 18Q: 3 clusters Score -5731065 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -5731052.000000 Penalty: 1061.063843
	Iteration 19Q: 3 clusters Score -5731052 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109294 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -5730982.500000 Penalty: 1061.063843
	Iteration 20F: 3 clusters Score -5730982 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109631 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -5730947.500000 Penalty: 1061.063843
	Iteration 21Q: 3 clusters Score -5730948 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109973 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -5730830.000000 Penalty: 1061.063843
	Iteration 22Q: 3 clusters Score -5730830 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110300 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -5730789.000000 Penalty: 1061.063843
	Iteration 23Q: 3 clusters Score -5730789 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110616 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -5730721.500000 Penalty: 1061.063843
	Iteration 24Q: 3 clusters Score -5730722 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110912 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -5730636.000000 Penalty: 1061.063843
	Iteration 25Q: 3 clusters Score -5730636 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5730558.000000 Penalty: 1061.063843
	Iteration 26Q: 3 clusters Score -5730558 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5730498.500000 Penalty: 1061.063843
	Iteration 27Q: 3 clusters Score -5730498 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111693 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5730436.000000 Penalty: 1061.063843
	Iteration 28Q: 3 clusters Score -5730436 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111920 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -5730408.500000 Penalty: 1061.063843
	Iteration 29Q: 3 clusters Score -5730408 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112142 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5730354.000000 Penalty: 1061.063843
	Iteration 30Q: 3 clusters Score -5730354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112338 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -5730290.500000 Penalty: 1061.063843
	Iteration 31Q: 3 clusters Score -5730290 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112484 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5730215.000000 Penalty: 1061.063843
	Iteration 32Q: 3 clusters Score -5730215 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112607 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5730181.000000 Penalty: 1061.063843
	Iteration 33Q: 3 clusters Score -5730181 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112735 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5730153.000000 Penalty: 1061.063843
	Iteration 34Q: 3 clusters Score -5730153 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112851 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5730103.500000 Penalty: 1061.063843
	Iteration 35Q: 3 clusters Score -5730104 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112965 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5730060.000000 Penalty: 1061.063843
	Iteration 36Q: 3 clusters Score -5730060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113051 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5730008.500000 Penalty: 1061.063843
	Iteration 37Q: 3 clusters Score -5730008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113118 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5729972.000000 Penalty: 1061.063843
	Iteration 38Q: 3 clusters Score -5729972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113179 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5729950.000000 Penalty: 1061.063843
	Iteration 39Q: 3 clusters Score -5729950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113238 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5729940.000000 Penalty: 1061.063843
	Iteration 40F: 3 clusters Score -5729940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113288 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5729923.000000 Penalty: 1061.063843
	Iteration 41Q: 3 clusters Score -5729923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113335 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5729908.000000 Penalty: 1061.063843
	Iteration 42Q: 3 clusters Score -5729908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5729889.000000 Penalty: 1061.063843
	Iteration 43Q: 3 clusters Score -5729889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113415 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5729866.500000 Penalty: 1061.063843
	Iteration 44Q: 3 clusters Score -5729866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113451 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5729860.500000 Penalty: 1061.063843
	Iteration 45Q: 3 clusters Score -5729860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113492 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5729835.000000 Penalty: 1061.063843
	Iteration 46Q: 3 clusters Score -5729835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113533 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5729815.500000 Penalty: 1061.063843
	Iteration 47Q: 3 clusters Score -5729816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5729790.000000 Penalty: 1061.063843
	Iteration 48Q: 3 clusters Score -5729790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113606 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5729773.500000 Penalty: 1061.063843
	Iteration 49Q: 3 clusters Score -5729774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113630 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5729759.500000 Penalty: 1061.063843
	Iteration 50Q: 3 clusters Score -5729760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113652 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5729754.000000 Penalty: 1061.063843
	Iteration 51Q: 3 clusters Score -5729754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113667 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5729753.000000 Penalty: 1061.063843
	Iteration 52Q: 3 clusters Score -5729753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5729737.500000 Penalty: 1061.063843
	Iteration 53Q: 3 clusters Score -5729738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113706 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5729732.500000 Penalty: 1061.063843
	Iteration 54Q: 3 clusters Score -5729732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5729727.500000 Penalty: 1061.063843
	Iteration 55Q: 3 clusters Score -5729728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113765 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5729708.500000 Penalty: 1061.063843
	Iteration 56Q: 3 clusters Score -5729708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113795 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5729688.000000 Penalty: 1061.063843
	Iteration 57Q: 3 clusters Score -5729688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5729666.000000 Penalty: 1061.063843
	Iteration 58Q: 3 clusters Score -5729666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113855 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5729661.000000 Penalty: 1061.063843
	Iteration 59Q: 3 clusters Score -5729661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113889 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5729643.500000 Penalty: 1061.063843
	Iteration 60F: 3 clusters Score -5729644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5729627.500000 Penalty: 1061.063843
	Iteration 61Q: 3 clusters Score -5729628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113943 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5729618.000000 Penalty: 1061.063843
	Iteration 62Q: 3 clusters Score -5729618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113962 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5729602.000000 Penalty: 1061.063843
	Iteration 63Q: 3 clusters Score -5729602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113979 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5729600.000000 Penalty: 1061.063843
	Iteration 64Q: 3 clusters Score -5729600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5729592.000000 Penalty: 1061.063843
	Iteration 65Q: 3 clusters Score -5729592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114024 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5729580.500000 Penalty: 1061.063843
	Iteration 66Q: 3 clusters Score -5729580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114046 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5729560.500000 Penalty: 1061.063843
	Iteration 67Q: 3 clusters Score -5729560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114062 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5729557.000000 Penalty: 1061.063843
	Iteration 68Q: 3 clusters Score -5729557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5729543.500000 Penalty: 1061.063843
	Iteration 69Q: 3 clusters Score -5729544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114081 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5729542.000000 Penalty: 1061.063843
	Iteration 70Q: 3 clusters Score -5729542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114089 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5729535.500000 Penalty: 1061.063843
	Iteration 71Q: 3 clusters Score -5729536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5729527.500000 Penalty: 1061.063843
	Iteration 72Q: 3 clusters Score -5729528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114106 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5729528.000000 Penalty: 1061.063843
	Iteration 73Q: 3 clusters Score -5729528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114115 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5729518.000000 Penalty: 1061.063843
	Iteration 74Q: 3 clusters Score -5729518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114126 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5729509.000000 Penalty: 1061.063843
	Iteration 75Q: 3 clusters Score -5729509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114138 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5729502.000000 Penalty: 1061.063843
	Iteration 76Q: 3 clusters Score -5729502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114151 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5729502.500000 Penalty: 1061.063843
	Iteration 77Q: 3 clusters Score -5729502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114162 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5729498.500000 Penalty: 1061.063843
	Iteration 78Q: 3 clusters Score -5729498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114172 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5729492.500000 Penalty: 1061.063843
	Iteration 79Q: 3 clusters Score -5729492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114180 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5729489.000000 Penalty: 1061.063843
	Iteration 80F: 3 clusters Score -5729489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114186 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5729482.000000 Penalty: 1061.063843
	Iteration 81Q: 3 clusters Score -5729482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114195 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5729485.500000 Penalty: 1061.063843
	Iteration 82Q: 3 clusters Score -5729486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114203 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5729480.000000 Penalty: 1061.063843
	Iteration 83Q: 3 clusters Score -5729480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114215 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5729473.000000 Penalty: 1061.063843
	Iteration 84Q: 3 clusters Score -5729473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5729467.500000 Penalty: 1061.063843
	Iteration 85Q: 3 clusters Score -5729468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114235 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5729469.500000 Penalty: 1061.063843
	Iteration 86Q: 3 clusters Score -5729470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114243 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5729473.000000 Penalty: 1061.063843
	Iteration 87Q: 3 clusters Score -5729473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114251 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5729468.500000 Penalty: 1061.063843
	Iteration 88Q: 3 clusters Score -5729468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114261 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5729462.000000 Penalty: 1061.063843
	Iteration 89Q: 3 clusters Score -5729462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114269 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5729459.000000 Penalty: 1061.063843
	Iteration 90Q: 3 clusters Score -5729459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5729457.000000 Penalty: 1061.063843
	Iteration 91Q: 3 clusters Score -5729457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5729451.000000 Penalty: 1061.063843
	Iteration 92Q: 3 clusters Score -5729451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5729439.500000 Penalty: 1061.063843
	Iteration 93Q: 3 clusters Score -5729440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114301 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5729440.500000 Penalty: 1061.063843
	Iteration 94Q: 3 clusters Score -5729440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5729443.500000 Penalty: 1061.063843
	Iteration 95Q: 3 clusters Score -5729444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5729442.500000 Penalty: 1061.063843
	Iteration 96Q: 3 clusters Score -5729442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5729443.000000 Penalty: 1061.063843
	Iteration 97Q: 3 clusters Score -5729443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114305 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5729439.000000 Penalty: 1061.063843
	Iteration 98Q: 3 clusters Score -5729439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114309 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5729428.000000 Penalty: 1061.063843
	Iteration 99Q: 3 clusters Score -5729428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114307 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5729433.500000 Penalty: 1061.063843
	Iteration 100F: 3 clusters Score -5729434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114310 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5729431.000000 Penalty: 1061.063843
	Iteration 101Q: 3 clusters Score -5729431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5729427.500000 Penalty: 1061.063843
	Iteration 102Q: 3 clusters Score -5729428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114312 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5729428.000000 Penalty: 1061.063843
	Iteration 103Q: 3 clusters Score -5729428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114311 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5729428.000000 Penalty: 1061.063843
	Iteration 104Q: 3 clusters Score -5729428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114311 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5729428.000000 Penalty: 1061.063843
	Iteration 105F: 3 clusters Score -5729428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 114311 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 1538 members 
Entering Unmasked Estep 
Score: -90592064.000000 Penalty: 30989.710938
Splitting cluster 29 changes total score from -90597640.000000 to -90592064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -16405.121094 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -16405.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15976.298828 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -15976.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16162.725586 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -16162.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16209.636719 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -16209.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16255.045898 Penalty: 558.336426
	Iteration 3F: 3 clusters Score -16255.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16273.032227 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -16273.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16279.842773 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -16279.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16284.076172 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -16284.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16286.353516 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -16286.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16288.112305 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -16288.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -16290.107422 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -16290.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16291.126953 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -16291.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16292.240234 Penalty: 558.336426
	Iteration 11Q: 3 clusters Score -16292.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16292.983398 Penalty: 558.336426
	Iteration 12Q: 3 clusters Score -16292.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16293.232422 Penalty: 558.336426
	Iteration 13Q: 3 clusters Score -16293.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16293.556641 Penalty: 558.336426
	Iteration 14Q: 3 clusters Score -16293.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16293.556641 Penalty: 558.336426
	Iteration 15F: 3 clusters Score -16293.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -98711.890625 Penalty: 353.946716
	Iteration 0F: 2 clusters Score -98711.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -97081.820312 Penalty: 707.893433
	Iteration 0F: 3 clusters Score -97081.82 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -97761.085938 Penalty: 707.893433
	Iteration 1F: 3 clusters Score -97761.09 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -97873.429688 Penalty: 707.893433
	Iteration 2F: 3 clusters Score -97873.43 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -97956.664062 Penalty: 707.893433
	Iteration 3F: 3 clusters Score -97956.66 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -98028.671875 Penalty: 707.893433
	Iteration 4Q: 3 clusters Score -98028.67 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98087.796875 Penalty: 707.893433
	Iteration 5Q: 3 clusters Score -98087.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -98145.000000 Penalty: 707.893433
	Iteration 6Q: 3 clusters Score -98145 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98207.382812 Penalty: 707.893433
	Iteration 7Q: 3 clusters Score -98207.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98271.437500 Penalty: 707.893433
	Iteration 8Q: 3 clusters Score -98271.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -98307.414062 Penalty: 707.893433
	Iteration 9Q: 3 clusters Score -98307.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98330.570312 Penalty: 707.893433
	Iteration 10Q: 3 clusters Score -98330.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98354.593750 Penalty: 707.893433
	Iteration 11Q: 3 clusters Score -98354.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -98366.703125 Penalty: 707.893433
	Iteration 12Q: 3 clusters Score -98366.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98372.812500 Penalty: 707.893433
	Iteration 13Q: 3 clusters Score -98372.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98377.742188 Penalty: 707.893433
	Iteration 14Q: 3 clusters Score -98377.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -98384.226562 Penalty: 707.893433
	Iteration 15Q: 3 clusters Score -98384.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -98391.203125 Penalty: 707.893433
	Iteration 16Q: 3 clusters Score -98391.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -98393.195312 Penalty: 707.893433
	Iteration 17Q: 3 clusters Score -98393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -98395.773438 Penalty: 707.893433
	Iteration 18Q: 3 clusters Score -98395.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -98397.734375 Penalty: 707.893433
	Iteration 19Q: 3 clusters Score -98397.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -98400.796875 Penalty: 707.893433
	Iteration 20F: 3 clusters Score -98400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -98403.148438 Penalty: 707.893433
	Iteration 21Q: 3 clusters Score -98403.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -98405.937500 Penalty: 707.893433
	Iteration 22Q: 3 clusters Score -98405.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -98407.695312 Penalty: 707.893433
	Iteration 23Q: 3 clusters Score -98407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -98410.507812 Penalty: 707.893433
	Iteration 24Q: 3 clusters Score -98410.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -98413.398438 Penalty: 707.893433
	Iteration 25Q: 3 clusters Score -98413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -98415.773438 Penalty: 707.893433
	Iteration 26Q: 3 clusters Score -98415.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -98417.828125 Penalty: 707.893433
	Iteration 27Q: 3 clusters Score -98417.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -98418.437500 Penalty: 707.893433
	Iteration 28Q: 3 clusters Score -98418.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -98418.773438 Penalty: 707.893433
	Iteration 29Q: 3 clusters Score -98418.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -98419.000000 Penalty: 707.893433
	Iteration 30Q: 3 clusters Score -98419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -98419.000000 Penalty: 707.893433
	Iteration 31F: 3 clusters Score -98419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Entering Unmasked Estep 
Score: -179372.171875 Penalty: 374.016083
	Iteration 0F: 2 clusters Score -179372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -176837.437500 Penalty: 748.032166
	Iteration 0F: 3 clusters Score -176837.4 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -177838.078125 Penalty: 748.032166
	Iteration 1F: 3 clusters Score -177838.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -177995.406250 Penalty: 748.032166
	Iteration 2F: 3 clusters Score -177995.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -178125.187500 Penalty: 748.032166
	Iteration 3F: 3 clusters Score -178125.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -178249.203125 Penalty: 748.032166
	Iteration 4F: 3 clusters Score -178249.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -178378.828125 Penalty: 748.032166
	Iteration 5F: 3 clusters Score -178378.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -178475.312500 Penalty: 748.032166
	Iteration 6Q: 3 clusters Score -178475.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -178560.468750 Penalty: 748.032166
	Iteration 7Q: 3 clusters Score -178560.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -178643.484375 Penalty: 748.032166
	Iteration 8Q: 3 clusters Score -178643.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -178712.593750 Penalty: 748.032166
	Iteration 9Q: 3 clusters Score -178712.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -178768.875000 Penalty: 748.032166
	Iteration 10Q: 3 clusters Score -178768.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -178806.968750 Penalty: 748.032166
	Iteration 11Q: 3 clusters Score -178807 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -178831.265625 Penalty: 748.032166
	Iteration 12Q: 3 clusters Score -178831.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -178852.703125 Penalty: 748.032166
	Iteration 13Q: 3 clusters Score -178852.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -178871.609375 Penalty: 748.032166
	Iteration 14Q: 3 clusters Score -178871.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -178885.453125 Penalty: 748.032166
	Iteration 15Q: 3 clusters Score -178885.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -178901.937500 Penalty: 748.032166
	Iteration 16Q: 3 clusters Score -178901.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -178923.031250 Penalty: 748.032166
	Iteration 17Q: 3 clusters Score -178923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -178937.250000 Penalty: 748.032166
	Iteration 18Q: 3 clusters Score -178937.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -178949.093750 Penalty: 748.032166
	Iteration 19Q: 3 clusters Score -178949.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -178962.687500 Penalty: 748.032166
	Iteration 20F: 3 clusters Score -178962.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -178977.109375 Penalty: 748.032166
	Iteration 21Q: 3 clusters Score -178977.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -178988.750000 Penalty: 748.032166
	Iteration 22Q: 3 clusters Score -178988.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -179000.250000 Penalty: 748.032166
	Iteration 23Q: 3 clusters Score -179000.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -179011.500000 Penalty: 748.032166
	Iteration 24Q: 3 clusters Score -179011.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -179022.937500 Penalty: 748.032166
	Iteration 25Q: 3 clusters Score -179022.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -179034.937500 Penalty: 748.032166
	Iteration 26Q: 3 clusters Score -179034.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -179045.093750 Penalty: 748.032166
	Iteration 27Q: 3 clusters Score -179045.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179055.750000 Penalty: 748.032166
	Iteration 28Q: 3 clusters Score -179055.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -179061.562500 Penalty: 748.032166
	Iteration 29Q: 3 clusters Score -179061.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -179067.875000 Penalty: 748.032166
	Iteration 30Q: 3 clusters Score -179067.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -179074.890625 Penalty: 748.032166
	Iteration 31Q: 3 clusters Score -179074.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -179079.031250 Penalty: 748.032166
	Iteration 32Q: 3 clusters Score -179079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -179081.062500 Penalty: 748.032166
	Iteration 33Q: 3 clusters Score -179081.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -179082.609375 Penalty: 748.032166
	Iteration 34Q: 3 clusters Score -179082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -179083.593750 Penalty: 748.032166
	Iteration 35Q: 3 clusters Score -179083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -179084.531250 Penalty: 748.032166
	Iteration 36Q: 3 clusters Score -179084.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -179086.718750 Penalty: 748.032166
	Iteration 37Q: 3 clusters Score -179086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -179088.375000 Penalty: 748.032166
	Iteration 38Q: 3 clusters Score -179088.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -179090.828125 Penalty: 748.032166
	Iteration 39Q: 3 clusters Score -179090.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -179091.468750 Penalty: 748.032166
	Iteration 40F: 3 clusters Score -179091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -179092.359375 Penalty: 748.032166
	Iteration 41Q: 3 clusters Score -179092.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -179094.093750 Penalty: 748.032166
	Iteration 42Q: 3 clusters Score -179094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -179094.765625 Penalty: 748.032166
	Iteration 43Q: 3 clusters Score -179094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -179095.562500 Penalty: 748.032166
	Iteration 44Q: 3 clusters Score -179095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -179095.875000 Penalty: 748.032166
	Iteration 45Q: 3 clusters Score -179095.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179096.640625 Penalty: 748.032166
	Iteration 46Q: 3 clusters Score -179096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -179097.015625 Penalty: 748.032166
	Iteration 47Q: 3 clusters Score -179097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -179097.015625 Penalty: 748.032166
	Iteration 48Q: 3 clusters Score -179097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -179097.171875 Penalty: 748.032166
	Iteration 49Q: 3 clusters Score -179097.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -179097.171875 Penalty: 748.032166
	Iteration 50F: 3 clusters Score -179097.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Entering Unmasked Estep 
Score: -304138.437500 Penalty: 396.100098
	Iteration 0F: 2 clusters Score -304138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -300089.125000 Penalty: 792.200195
	Iteration 0F: 3 clusters Score -300089.1 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -301835.000000 Penalty: 792.200195
	Iteration 1F: 3 clusters Score -301835 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -302178.875000 Penalty: 792.200195
	Iteration 2F: 3 clusters Score -302178.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -302596.625000 Penalty: 792.200195
	Iteration 3F: 3 clusters Score -302596.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -302986.500000 Penalty: 792.200195
	Iteration 4F: 3 clusters Score -302986.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -303334.468750 Penalty: 792.200195
	Iteration 5F: 3 clusters Score -303334.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -303587.750000 Penalty: 792.200195
	Iteration 6F: 3 clusters Score -303587.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -303758.968750 Penalty: 792.200195
	Iteration 7Q: 3 clusters Score -303759 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -303881.125000 Penalty: 792.200195
	Iteration 8Q: 3 clusters Score -303881.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -303962.718750 Penalty: 792.200195
	Iteration 9Q: 3 clusters Score -303962.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -304001.750000 Penalty: 792.200195
	Iteration 10Q: 3 clusters Score -304001.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -304020.125000 Penalty: 792.200195
	Iteration 11Q: 3 clusters Score -304020.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -304026.656250 Penalty: 792.200195
	Iteration 12Q: 3 clusters Score -304026.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -304028.531250 Penalty: 792.200195
	Iteration 13Q: 3 clusters Score -304028.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -304030.625000 Penalty: 792.200195
	Iteration 14Q: 3 clusters Score -304030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -304031.875000 Penalty: 792.200195
	Iteration 15Q: 3 clusters Score -304031.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -304032.531250 Penalty: 792.200195
	Iteration 16Q: 3 clusters Score -304032.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -304034.156250 Penalty: 792.200195
	Iteration 17Q: 3 clusters Score -304034.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -304035.187500 Penalty: 792.200195
	Iteration 18Q: 3 clusters Score -304035.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -304036.437500 Penalty: 792.200195
	Iteration 19Q: 3 clusters Score -304036.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -304040.593750 Penalty: 792.200195
	Iteration 20F: 3 clusters Score -304040.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -304042.718750 Penalty: 792.200195
	Iteration 21Q: 3 clusters Score -304042.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -304044.937500 Penalty: 792.200195
	Iteration 22Q: 3 clusters Score -304044.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -304048.156250 Penalty: 792.200195
	Iteration 23Q: 3 clusters Score -304048.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -304049.718750 Penalty: 792.200195
	Iteration 24Q: 3 clusters Score -304049.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -304052.093750 Penalty: 792.200195
	Iteration 25Q: 3 clusters Score -304052.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -304054.906250 Penalty: 792.200195
	Iteration 26Q: 3 clusters Score -304054.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -304058.375000 Penalty: 792.200195
	Iteration 27Q: 3 clusters Score -304058.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -304060.750000 Penalty: 792.200195
	Iteration 28Q: 3 clusters Score -304060.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -304062.718750 Penalty: 792.200195
	Iteration 29Q: 3 clusters Score -304062.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -304066.187500 Penalty: 792.200195
	Iteration 30Q: 3 clusters Score -304066.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -304068.031250 Penalty: 792.200195
	Iteration 31Q: 3 clusters Score -304068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -304068.531250 Penalty: 792.200195
	Iteration 32Q: 3 clusters Score -304068.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -304069.218750 Penalty: 792.200195
	Iteration 33Q: 3 clusters Score -304069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -304069.406250 Penalty: 792.200195
	Iteration 34Q: 3 clusters Score -304069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -304069.812500 Penalty: 792.200195
	Iteration 35Q: 3 clusters Score -304069.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -304071.687500 Penalty: 792.200195
	Iteration 36Q: 3 clusters Score -304071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -304071.218750 Penalty: 792.200195
	Iteration 37Q: 3 clusters Score -304071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -304072.250000 Penalty: 792.200195
	Iteration 38Q: 3 clusters Score -304072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -304072.593750 Penalty: 792.200195
	Iteration 39Q: 3 clusters Score -304072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -304072.812500 Penalty: 792.200195
	Iteration 40F: 3 clusters Score -304072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -123841.992188 Penalty: 357.655975
	Iteration 0F: 2 clusters Score -123842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -122047.625000 Penalty: 715.311951
	Iteration 0F: 3 clusters Score -122047.6 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -123063.148438 Penalty: 715.311951
	Iteration 1F: 3 clusters Score -123063.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -123624.687500 Penalty: 715.311951
	Iteration 2F: 3 clusters Score -123624.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -123778.023438 Penalty: 715.311951
	Iteration 3F: 3 clusters Score -123778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -123877.734375 Penalty: 715.311951
	Iteration 4F: 3 clusters Score -123877.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -123975.656250 Penalty: 715.311951
	Iteration 5Q: 3 clusters Score -123975.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -124068.234375 Penalty: 715.311951
	Iteration 6Q: 3 clusters Score -124068.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -124146.398438 Penalty: 715.311951
	Iteration 7Q: 3 clusters Score -124146.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -124223.531250 Penalty: 715.311951
	Iteration 8Q: 3 clusters Score -124223.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -124284.070312 Penalty: 715.311951
	Iteration 9Q: 3 clusters Score -124284.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -124307.632812 Penalty: 715.311951
	Iteration 10Q: 3 clusters Score -124307.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -124318.835938 Penalty: 715.311951
	Iteration 11Q: 3 clusters Score -124318.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -124331.234375 Penalty: 715.311951
	Iteration 12Q: 3 clusters Score -124331.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -124337.250000 Penalty: 715.311951
	Iteration 13Q: 3 clusters Score -124337.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -124343.875000 Penalty: 715.311951
	Iteration 14Q: 3 clusters Score -124343.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -124353.445312 Penalty: 715.311951
	Iteration 15Q: 3 clusters Score -124353.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -124378.687500 Penalty: 715.311951
	Iteration 16Q: 3 clusters Score -124378.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -124387.359375 Penalty: 715.311951
	Iteration 17Q: 3 clusters Score -124387.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -124392.867188 Penalty: 715.311951
	Iteration 18Q: 3 clusters Score -124392.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -124394.117188 Penalty: 715.311951
	Iteration 19Q: 3 clusters Score -124394.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -124396.289062 Penalty: 715.311951
	Iteration 20F: 3 clusters Score -124396.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -124398.007812 Penalty: 715.311951
	Iteration 21Q: 3 clusters Score -124398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -124399.515625 Penalty: 715.311951
	Iteration 22Q: 3 clusters Score -124399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -124399.601562 Penalty: 715.311951
	Iteration 23Q: 3 clusters Score -124399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -124400.195312 Penalty: 715.311951
	Iteration 24Q: 3 clusters Score -124400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -124400.195312 Penalty: 715.311951
	Iteration 25F: 3 clusters Score -124400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 1805 members 
Entering Unmasked Estep 
Score: -90592200.000000 Penalty: 30989.710938
Splitting cluster 34 changes total score from -90597640.000000 to -90592200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -180485.531250 Penalty: 377.185455
	Iteration 0F: 2 clusters Score -180485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -177806.750000 Penalty: 754.370911
	Iteration 0F: 3 clusters Score -177806.8 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -178825.046875 Penalty: 754.370911
	Iteration 1F: 3 clusters Score -178825 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -178943.328125 Penalty: 754.370911
	Iteration 2F: 3 clusters Score -178943.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -179066.906250 Penalty: 754.370911
	Iteration 3F: 3 clusters Score -179066.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -179213.609375 Penalty: 754.370911
	Iteration 4F: 3 clusters Score -179213.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -179363.718750 Penalty: 754.370911
	Iteration 5F: 3 clusters Score -179363.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -179479.921875 Penalty: 754.370911
	Iteration 6Q: 3 clusters Score -179479.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -179569.250000 Penalty: 754.370911
	Iteration 7Q: 3 clusters Score -179569.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -179651.484375 Penalty: 754.370911
	Iteration 8Q: 3 clusters Score -179651.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -179725.281250 Penalty: 754.370911
	Iteration 9Q: 3 clusters Score -179725.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -179766.843750 Penalty: 754.370911
	Iteration 10Q: 3 clusters Score -179766.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -179788.968750 Penalty: 754.370911
	Iteration 11Q: 3 clusters Score -179789 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -179807.875000 Penalty: 754.370911
	Iteration 12Q: 3 clusters Score -179807.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -179818.015625 Penalty: 754.370911
	Iteration 13Q: 3 clusters Score -179818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -179825.640625 Penalty: 754.370911
	Iteration 14Q: 3 clusters Score -179825.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -179832.312500 Penalty: 754.370911
	Iteration 15Q: 3 clusters Score -179832.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -179835.343750 Penalty: 754.370911
	Iteration 16Q: 3 clusters Score -179835.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -179836.937500 Penalty: 754.370911
	Iteration 17Q: 3 clusters Score -179836.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -179839.953125 Penalty: 754.370911
	Iteration 18Q: 3 clusters Score -179840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -179846.625000 Penalty: 754.370911
	Iteration 19Q: 3 clusters Score -179846.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -179854.687500 Penalty: 754.370911
	Iteration 20F: 3 clusters Score -179854.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -179863.078125 Penalty: 754.370911
	Iteration 21Q: 3 clusters Score -179863.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -179874.484375 Penalty: 754.370911
	Iteration 22Q: 3 clusters Score -179874.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -179883.437500 Penalty: 754.370911
	Iteration 23Q: 3 clusters Score -179883.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -179891.750000 Penalty: 754.370911
	Iteration 24Q: 3 clusters Score -179891.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -179902.859375 Penalty: 754.370911
	Iteration 25Q: 3 clusters Score -179902.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -179914.312500 Penalty: 754.370911
	Iteration 26Q: 3 clusters Score -179914.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -179924.140625 Penalty: 754.370911
	Iteration 27Q: 3 clusters Score -179924.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -179933.750000 Penalty: 754.370911
	Iteration 28Q: 3 clusters Score -179933.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -179940.531250 Penalty: 754.370911
	Iteration 29Q: 3 clusters Score -179940.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -179946.796875 Penalty: 754.370911
	Iteration 30Q: 3 clusters Score -179946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -179951.531250 Penalty: 754.370911
	Iteration 31Q: 3 clusters Score -179951.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -179957.625000 Penalty: 754.370911
	Iteration 32Q: 3 clusters Score -179957.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -179967.718750 Penalty: 754.370911
	Iteration 33Q: 3 clusters Score -179967.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -179973.468750 Penalty: 754.370911
	Iteration 34Q: 3 clusters Score -179973.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -179977.656250 Penalty: 754.370911
	Iteration 35Q: 3 clusters Score -179977.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -179982.031250 Penalty: 754.370911
	Iteration 36Q: 3 clusters Score -179982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -179984.781250 Penalty: 754.370911
	Iteration 37Q: 3 clusters Score -179984.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -179988.859375 Penalty: 754.370911
	Iteration 38Q: 3 clusters Score -179988.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -179993.890625 Penalty: 754.370911
	Iteration 39Q: 3 clusters Score -179993.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -180000.625000 Penalty: 754.370911
	Iteration 40F: 3 clusters Score -180000.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -180007.171875 Penalty: 754.370911
	Iteration 41Q: 3 clusters Score -180007.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -180013.203125 Penalty: 754.370911
	Iteration 42Q: 3 clusters Score -180013.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -180021.515625 Penalty: 754.370911
	Iteration 43Q: 3 clusters Score -180021.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -180029.687500 Penalty: 754.370911
	Iteration 44Q: 3 clusters Score -180029.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -180039.718750 Penalty: 754.370911
	Iteration 45Q: 3 clusters Score -180039.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -180056.453125 Penalty: 754.370911
	Iteration 46Q: 3 clusters Score -180056.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -180070.093750 Penalty: 754.370911
	Iteration 47Q: 3 clusters Score -180070.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -180076.312500 Penalty: 754.370911
	Iteration 48Q: 3 clusters Score -180076.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -180081.562500 Penalty: 754.370911
	Iteration 49Q: 3 clusters Score -180081.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -180087.843750 Penalty: 754.370911
	Iteration 50Q: 3 clusters Score -180087.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -180094.328125 Penalty: 754.370911
	Iteration 51Q: 3 clusters Score -180094.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -180099.734375 Penalty: 754.370911
	Iteration 52Q: 3 clusters Score -180099.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -180105.000000 Penalty: 754.370911
	Iteration 53Q: 3 clusters Score -180105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -180109.453125 Penalty: 754.370911
	Iteration 54Q: 3 clusters Score -180109.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -180114.078125 Penalty: 754.370911
	Iteration 55Q: 3 clusters Score -180114.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -180117.468750 Penalty: 754.370911
	Iteration 56Q: 3 clusters Score -180117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -180117.500000 Penalty: 754.370911
	Iteration 57Q: 3 clusters Score -180117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -180118.156250 Penalty: 754.370911
	Iteration 58Q: 3 clusters Score -180118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -180120.765625 Penalty: 754.370911
	Iteration 59Q: 3 clusters Score -180120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -180123.218750 Penalty: 754.370911
	Iteration 60F: 3 clusters Score -180123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -180124.531250 Penalty: 754.370911
	Iteration 61Q: 3 clusters Score -180124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -180126.125000 Penalty: 754.370911
	Iteration 62Q: 3 clusters Score -180126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -180127.406250 Penalty: 754.370911
	Iteration 63Q: 3 clusters Score -180127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -180130.984375 Penalty: 754.370911
	Iteration 64Q: 3 clusters Score -180131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -180133.937500 Penalty: 754.370911
	Iteration 65Q: 3 clusters Score -180133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -180134.968750 Penalty: 754.370911
	Iteration 66Q: 3 clusters Score -180135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -180135.828125 Penalty: 754.370911
	Iteration 67Q: 3 clusters Score -180135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -180136.031250 Penalty: 754.370911
	Iteration 68Q: 3 clusters Score -180136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -180138.062500 Penalty: 754.370911
	Iteration 69Q: 3 clusters Score -180138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -180139.984375 Penalty: 754.370911
	Iteration 70Q: 3 clusters Score -180140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -180143.390625 Penalty: 754.370911
	Iteration 71Q: 3 clusters Score -180143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -180144.734375 Penalty: 754.370911
	Iteration 72Q: 3 clusters Score -180144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -180145.859375 Penalty: 754.370911
	Iteration 73Q: 3 clusters Score -180145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -180147.406250 Penalty: 754.370911
	Iteration 74Q: 3 clusters Score -180147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -180148.031250 Penalty: 754.370911
	Iteration 75Q: 3 clusters Score -180148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -180150.437500 Penalty: 754.370911
	Iteration 76Q: 3 clusters Score -180150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -180152.968750 Penalty: 754.370911
	Iteration 77Q: 3 clusters Score -180153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -180157.921875 Penalty: 754.370911
	Iteration 78Q: 3 clusters Score -180157.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -180162.593750 Penalty: 754.370911
	Iteration 79Q: 3 clusters Score -180162.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -180165.406250 Penalty: 754.370911
	Iteration 80F: 3 clusters Score -180165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -180165.921875 Penalty: 754.370911
	Iteration 81Q: 3 clusters Score -180165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -180166.625000 Penalty: 754.370911
	Iteration 82Q: 3 clusters Score -180166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -180167.437500 Penalty: 754.370911
	Iteration 83Q: 3 clusters Score -180167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -180167.437500 Penalty: 754.370911
	Iteration 84F: 3 clusters Score -180167.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -11413.812500 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -11413.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10985.752930 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -10985.75 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11214.737305 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -11214.74 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11275.370117 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -11275.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -11298.250000 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -11298.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -11319.199219 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -11319.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -11332.883789 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -11332.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -11351.094727 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -11351.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11360.064453 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -11360.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11364.854492 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -11364.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11367.692383 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -11367.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11370.019531 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -11370.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11372.301758 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -11372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -11382.695312 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -11382.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11403.729492 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -11403.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11418.146484 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -11418.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11431.161133 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -11431.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11432.926758 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -11432.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11433.846680 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -11433.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11438.697266 Penalty: 563.318665
	Iteration 18F: 3 clusters Score -11438.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11449.837891 Penalty: 563.318665
	Iteration 19Q: 3 clusters Score -11449.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -11457.705078 Penalty: 563.318665
	Iteration 20F: 3 clusters Score -11457.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11466.187500 Penalty: 563.318665
	Iteration 21Q: 3 clusters Score -11466.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11472.680664 Penalty: 563.318665
	Iteration 22Q: 3 clusters Score -11472.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -11476.381836 Penalty: 563.318665
	Iteration 23Q: 3 clusters Score -11476.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11478.682617 Penalty: 563.318665
	Iteration 24Q: 3 clusters Score -11478.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -11480.095703 Penalty: 563.318665
	Iteration 25Q: 3 clusters Score -11480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11480.904297 Penalty: 563.318665
	Iteration 26Q: 3 clusters Score -11480.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11480.904297 Penalty: 563.318665
	Iteration 27F: 3 clusters Score -11480.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 409 members 
Entering Unmasked Estep 
Score: -90591320.000000 Penalty: 30989.710938
Splitting cluster 36 changes total score from -90597640.000000 to -90591320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (170502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170502 members 
Entering Unmasked Estep 
Score: -8631567.000000 Penalty: 548.115845
	Iteration 0F: 2 clusters Score -8631567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85219 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -8530840.000000 Penalty: 1096.231689
	Iteration 0F: 3 clusters Score -8530840 nChanged 83947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 84968 members 
Entering Unmasked Estep 
Score: -8580985.000000 Penalty: 1096.231689
	Iteration 1F: 3 clusters Score -8580985 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -8581782.000000 Penalty: 1096.231689
	Iteration 2Q: 3 clusters Score -8581782 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -8583018.000000 Penalty: 1096.231689
	Iteration 3Q: 3 clusters Score -8583018 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92108 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -8585193.000000 Penalty: 1096.231689
	Iteration 4Q: 3 clusters Score -8585193 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -8588929.000000 Penalty: 1096.231689
	Iteration 5F: 3 clusters Score -8588929 nChanged 11009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -8595679.000000 Penalty: 1096.231689
	Iteration 6F: 3 clusters Score -8595679 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -8606247.000000 Penalty: 1096.231689
	Iteration 7F: 3 clusters Score -8606247 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -8616163.000000 Penalty: 1096.231689
	Iteration 8F: 3 clusters Score -8616163 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -8621443.000000 Penalty: 1096.231689
	Iteration 9F: 3 clusters Score -8621443 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -8623360.000000 Penalty: 1096.231689
	Iteration 10Q: 3 clusters Score -8623360 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -8624622.000000 Penalty: 1096.231689
	Iteration 11Q: 3 clusters Score -8624622 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -8625752.000000 Penalty: 1096.231689
	Iteration 12Q: 3 clusters Score -8625752 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -8626849.000000 Penalty: 1096.231689
	Iteration 13Q: 3 clusters Score -8626849 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -8627976.000000 Penalty: 1096.231689
	Iteration 14Q: 3 clusters Score -8627976 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107151 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -8629001.000000 Penalty: 1096.231689
	Iteration 15Q: 3 clusters Score -8629001 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106867 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -8629863.000000 Penalty: 1096.231689
	Iteration 16Q: 3 clusters Score -8629863 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106618 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -8630569.000000 Penalty: 1096.231689
	Iteration 17Q: 3 clusters Score -8630569 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106319 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -8631153.000000 Penalty: 1096.231689
	Iteration 18Q: 3 clusters Score -8631153 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106090 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -8631584.000000 Penalty: 1096.231689
	Iteration 19Q: 3 clusters Score -8631584 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105885 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -8631936.000000 Penalty: 1096.231689
	Iteration 20F: 3 clusters Score -8631936 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105683 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -8632200.000000 Penalty: 1096.231689
	Iteration 21Q: 3 clusters Score -8632200 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105476 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -8632349.000000 Penalty: 1096.231689
	Iteration 22Q: 3 clusters Score -8632349 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105304 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -8632473.000000 Penalty: 1096.231689
	Iteration 23Q: 3 clusters Score -8632473 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -8632606.000000 Penalty: 1096.231689
	Iteration 24Q: 3 clusters Score -8632606 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -8632658.000000 Penalty: 1096.231689
	Iteration 25Q: 3 clusters Score -8632658 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105195 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -8632845.000000 Penalty: 1096.231689
	Iteration 26Q: 3 clusters Score -8632845 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105329 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -8633020.000000 Penalty: 1096.231689
	Iteration 27Q: 3 clusters Score -8633020 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -8633194.000000 Penalty: 1096.231689
	Iteration 28Q: 3 clusters Score -8633194 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105711 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -8633356.000000 Penalty: 1096.231689
	Iteration 29Q: 3 clusters Score -8633356 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -8633533.000000 Penalty: 1096.231689
	Iteration 30Q: 3 clusters Score -8633533 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106275 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -8633737.000000 Penalty: 1096.231689
	Iteration 31Q: 3 clusters Score -8633737 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -8633991.000000 Penalty: 1096.231689
	Iteration 32Q: 3 clusters Score -8633991 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -8634201.000000 Penalty: 1096.231689
	Iteration 33Q: 3 clusters Score -8634201 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -8634421.000000 Penalty: 1096.231689
	Iteration 34Q: 3 clusters Score -8634421 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107821 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -8634645.000000 Penalty: 1096.231689
	Iteration 35Q: 3 clusters Score -8634645 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -8634857.000000 Penalty: 1096.231689
	Iteration 36Q: 3 clusters Score -8634857 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -8635161.000000 Penalty: 1096.231689
	Iteration 37Q: 3 clusters Score -8635161 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -8635395.000000 Penalty: 1096.231689
	Iteration 38Q: 3 clusters Score -8635395 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109226 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -8635611.000000 Penalty: 1096.231689
	Iteration 39Q: 3 clusters Score -8635611 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -8635857.000000 Penalty: 1096.231689
	Iteration 40F: 3 clusters Score -8635857 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109917 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -8636108.000000 Penalty: 1096.231689
	Iteration 41Q: 3 clusters Score -8636108 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -8636270.000000 Penalty: 1096.231689
	Iteration 42Q: 3 clusters Score -8636270 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110710 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -8636419.000000 Penalty: 1096.231689
	Iteration 43Q: 3 clusters Score -8636419 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111174 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -8636722.000000 Penalty: 1096.231689
	Iteration 44Q: 3 clusters Score -8636722 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111625 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -8636831.000000 Penalty: 1096.231689
	Iteration 45Q: 3 clusters Score -8636831 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112073 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -8636988.000000 Penalty: 1096.231689
	Iteration 46Q: 3 clusters Score -8636988 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112549 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -8637137.000000 Penalty: 1096.231689
	Iteration 47Q: 3 clusters Score -8637137 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112996 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -8637279.000000 Penalty: 1096.231689
	Iteration 48Q: 3 clusters Score -8637279 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113376 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -8637390.000000 Penalty: 1096.231689
	Iteration 49Q: 3 clusters Score -8637390 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113698 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -8637469.000000 Penalty: 1096.231689
	Iteration 50Q: 3 clusters Score -8637469 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113939 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -8637514.000000 Penalty: 1096.231689
	Iteration 51Q: 3 clusters Score -8637514 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114101 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -8637488.000000 Penalty: 1096.231689
	Iteration 52Q: 3 clusters Score -8637488 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114206 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -8637504.000000 Penalty: 1096.231689
	Iteration 53Q: 3 clusters Score -8637504 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -8637514.000000 Penalty: 1096.231689
	Iteration 54Q: 3 clusters Score -8637514 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114355 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -8637545.000000 Penalty: 1096.231689
	Iteration 55Q: 3 clusters Score -8637545 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114433 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -8637593.000000 Penalty: 1096.231689
	Iteration 56Q: 3 clusters Score -8637593 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114465 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -8637620.000000 Penalty: 1096.231689
	Iteration 57Q: 3 clusters Score -8637620 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114500 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -8637605.000000 Penalty: 1096.231689
	Iteration 58Q: 3 clusters Score -8637605 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114484 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -8637609.000000 Penalty: 1096.231689
	Iteration 59Q: 3 clusters Score -8637609 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114471 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -8637585.000000 Penalty: 1096.231689
	Iteration 60F: 3 clusters Score -8637585 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114463 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -8637601.000000 Penalty: 1096.231689
	Iteration 61Q: 3 clusters Score -8637601 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114471 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -8637598.000000 Penalty: 1096.231689
	Iteration 62Q: 3 clusters Score -8637598 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -8637579.000000 Penalty: 1096.231689
	Iteration 63Q: 3 clusters Score -8637579 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114502 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -8637599.000000 Penalty: 1096.231689
	Iteration 64Q: 3 clusters Score -8637599 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114515 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -8637602.000000 Penalty: 1096.231689
	Iteration 65Q: 3 clusters Score -8637602 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114524 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -8637588.000000 Penalty: 1096.231689
	Iteration 66Q: 3 clusters Score -8637588 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114549 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -8637598.000000 Penalty: 1096.231689
	Iteration 67Q: 3 clusters Score -8637598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114574 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -8637589.000000 Penalty: 1096.231689
	Iteration 68Q: 3 clusters Score -8637589 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -8637591.000000 Penalty: 1096.231689
	Iteration 69Q: 3 clusters Score -8637591 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114596 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -8637589.000000 Penalty: 1096.231689
	Iteration 70Q: 3 clusters Score -8637589 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114607 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -8637600.000000 Penalty: 1096.231689
	Iteration 71Q: 3 clusters Score -8637600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114628 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -8637599.000000 Penalty: 1096.231689
	Iteration 72Q: 3 clusters Score -8637599 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114638 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -8637596.000000 Penalty: 1096.231689
	Iteration 73Q: 3 clusters Score -8637596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114660 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -8637583.000000 Penalty: 1096.231689
	Iteration 74Q: 3 clusters Score -8637583 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114672 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -8637579.000000 Penalty: 1096.231689
	Iteration 75Q: 3 clusters Score -8637579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114661 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -8637597.000000 Penalty: 1096.231689
	Iteration 76Q: 3 clusters Score -8637597 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114648 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -8637593.000000 Penalty: 1096.231689
	Iteration 77Q: 3 clusters Score -8637593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114645 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -8637567.000000 Penalty: 1096.231689
	Iteration 78Q: 3 clusters Score -8637567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114639 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -8637578.000000 Penalty: 1096.231689
	Iteration 79Q: 3 clusters Score -8637578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114632 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -8637560.000000 Penalty: 1096.231689
	Iteration 80F: 3 clusters Score -8637560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114634 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -8637563.000000 Penalty: 1096.231689
	Iteration 81Q: 3 clusters Score -8637563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114632 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -8637573.000000 Penalty: 1096.231689
	Iteration 82Q: 3 clusters Score -8637573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114628 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -8637569.000000 Penalty: 1096.231689
	Iteration 83Q: 3 clusters Score -8637569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -8637571.000000 Penalty: 1096.231689
	Iteration 84Q: 3 clusters Score -8637571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -8637567.000000 Penalty: 1096.231689
	Iteration 85Q: 3 clusters Score -8637567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -8637568.000000 Penalty: 1096.231689
	Iteration 86Q: 3 clusters Score -8637568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -8637570.000000 Penalty: 1096.231689
	Iteration 87Q: 3 clusters Score -8637570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -8637565.000000 Penalty: 1096.231689
	Iteration 88Q: 3 clusters Score -8637565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -8637559.000000 Penalty: 1096.231689
	Iteration 89Q: 3 clusters Score -8637559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114630 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -8637561.000000 Penalty: 1096.231689
	Iteration 90Q: 3 clusters Score -8637561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114628 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -8637558.000000 Penalty: 1096.231689
	Iteration 91Q: 3 clusters Score -8637558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114631 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -8637564.000000 Penalty: 1096.231689
	Iteration 92Q: 3 clusters Score -8637564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -8637557.000000 Penalty: 1096.231689
	Iteration 93Q: 3 clusters Score -8637557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114635 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -8637551.000000 Penalty: 1096.231689
	Iteration 94Q: 3 clusters Score -8637551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114639 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -8637562.000000 Penalty: 1096.231689
	Iteration 95Q: 3 clusters Score -8637562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114648 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -8637553.000000 Penalty: 1096.231689
	Iteration 96Q: 3 clusters Score -8637553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114657 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -8637557.000000 Penalty: 1096.231689
	Iteration 97Q: 3 clusters Score -8637557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114659 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -8637544.000000 Penalty: 1096.231689
	Iteration 98Q: 3 clusters Score -8637544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114659 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -8637551.000000 Penalty: 1096.231689
	Iteration 99Q: 3 clusters Score -8637551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -8637552.000000 Penalty: 1096.231689
	Iteration 100F: 3 clusters Score -8637552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114680 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -8637546.000000 Penalty: 1096.231689
	Iteration 101Q: 3 clusters Score -8637546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114687 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -8637547.000000 Penalty: 1096.231689
	Iteration 102Q: 3 clusters Score -8637547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114694 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -8637546.000000 Penalty: 1096.231689
	Iteration 103Q: 3 clusters Score -8637546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114701 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -8637536.000000 Penalty: 1096.231689
	Iteration 104Q: 3 clusters Score -8637536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114697 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -8637535.000000 Penalty: 1096.231689
	Iteration 105Q: 3 clusters Score -8637535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -8637536.000000 Penalty: 1096.231689
	Iteration 106Q: 3 clusters Score -8637536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114698 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -8637545.000000 Penalty: 1096.231689
	Iteration 107Q: 3 clusters Score -8637545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -8637538.000000 Penalty: 1096.231689
	Iteration 108Q: 3 clusters Score -8637538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -8637543.000000 Penalty: 1096.231689
	Iteration 109Q: 3 clusters Score -8637543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -8637542.000000 Penalty: 1096.231689
	Iteration 110Q: 3 clusters Score -8637542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -8637548.000000 Penalty: 1096.231689
	Iteration 111Q: 3 clusters Score -8637548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -8637544.000000 Penalty: 1096.231689
	Iteration 112Q: 3 clusters Score -8637544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114704 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -8637542.000000 Penalty: 1096.231689
	Iteration 113Q: 3 clusters Score -8637542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114704 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -8637542.000000 Penalty: 1096.231689
	Iteration 114F: 3 clusters Score -8637542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 114704 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 55798 members 
Entering Unmasked Estep 
Score: -90596800.000000 Penalty: 30989.710938
Splitting cluster 37 changes total score from -90597640.000000 to -90596800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -66131.593750 Penalty: 329.155060
	Iteration 0F: 2 clusters Score -66131.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -65115.699219 Penalty: 658.310120
	Iteration 0F: 3 clusters Score -65115.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -65515.421875 Penalty: 658.310120
	Iteration 1F: 3 clusters Score -65515.42 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -65605.765625 Penalty: 658.310120
	Iteration 2F: 3 clusters Score -65605.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -65653.015625 Penalty: 658.310120
	Iteration 3F: 3 clusters Score -65653.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -65701.921875 Penalty: 658.310120
	Iteration 4Q: 3 clusters Score -65701.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -65745.695312 Penalty: 658.310120
	Iteration 5Q: 3 clusters Score -65745.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -65784.804688 Penalty: 658.310120
	Iteration 6Q: 3 clusters Score -65784.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -65810.890625 Penalty: 658.310120
	Iteration 7Q: 3 clusters Score -65810.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -65836.750000 Penalty: 658.310120
	Iteration 8Q: 3 clusters Score -65836.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -65856.460938 Penalty: 658.310120
	Iteration 9Q: 3 clusters Score -65856.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -65872.085938 Penalty: 658.310120
	Iteration 10Q: 3 clusters Score -65872.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -65885.273438 Penalty: 658.310120
	Iteration 11Q: 3 clusters Score -65885.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -65893.007812 Penalty: 658.310120
	Iteration 12Q: 3 clusters Score -65893.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -65900.328125 Penalty: 658.310120
	Iteration 13Q: 3 clusters Score -65900.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -65908.859375 Penalty: 658.310120
	Iteration 14Q: 3 clusters Score -65908.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -65912.289062 Penalty: 658.310120
	Iteration 15Q: 3 clusters Score -65912.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -65912.632812 Penalty: 658.310120
	Iteration 16Q: 3 clusters Score -65912.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -65913.187500 Penalty: 658.310120
	Iteration 17Q: 3 clusters Score -65913.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -65913.843750 Penalty: 658.310120
	Iteration 18Q: 3 clusters Score -65913.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -65914.156250 Penalty: 658.310120
	Iteration 19Q: 3 clusters Score -65914.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -65914.453125 Penalty: 658.310120
	Iteration 20F: 3 clusters Score -65914.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (197448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197448 members 
Entering Unmasked Estep 
Score: -9608689.000000 Penalty: 554.791992
	Iteration 0F: 2 clusters Score -9608689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 98803 members 
Entering Unmasked Estep 
Score: -9480414.000000 Penalty: 1109.583984
	Iteration 0F: 3 clusters Score -9480414 nChanged 97123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -9538055.000000 Penalty: 1109.583984
	Iteration 1F: 3 clusters Score -9538055 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94705 members 
Mstep: Class 2 contains 102743 members 
Entering Unmasked Estep 
Score: -9539402.000000 Penalty: 1109.583984
	Iteration 2Q: 3 clusters Score -9539402 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 105311 members 
Entering Unmasked Estep 
Score: -9541662.000000 Penalty: 1109.583984
	Iteration 3Q: 3 clusters Score -9541662 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88473 members 
Mstep: Class 2 contains 108975 members 
Entering Unmasked Estep 
Score: -9546076.000000 Penalty: 1109.583984
	Iteration 4Q: 3 clusters Score -9546076 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 113545 members 
Entering Unmasked Estep 
Score: -9554034.000000 Penalty: 1109.583984
	Iteration 5F: 3 clusters Score -9554034 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 117527 members 
Entering Unmasked Estep 
Score: -9565912.000000 Penalty: 1109.583984
	Iteration 6F: 3 clusters Score -9565912 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 119660 members 
Entering Unmasked Estep 
Score: -9577400.000000 Penalty: 1109.583984
	Iteration 7F: 3 clusters Score -9577400 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 119925 members 
Entering Unmasked Estep 
Score: -9582532.000000 Penalty: 1109.583984
	Iteration 8F: 3 clusters Score -9582532 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 119631 members 
Entering Unmasked Estep 
Score: -9583933.000000 Penalty: 1109.583984
	Iteration 9Q: 3 clusters Score -9583933 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 119176 members 
Entering Unmasked Estep 
Score: -9584517.000000 Penalty: 1109.583984
	Iteration 10Q: 3 clusters Score -9584517 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -9584957.000000 Penalty: 1109.583984
	Iteration 11Q: 3 clusters Score -9584957 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79442 members 
Mstep: Class 2 contains 118006 members 
Entering Unmasked Estep 
Score: -9585351.000000 Penalty: 1109.583984
	Iteration 12Q: 3 clusters Score -9585351 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 117182 members 
Entering Unmasked Estep 
Score: -9585738.000000 Penalty: 1109.583984
	Iteration 13Q: 3 clusters Score -9585738 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 116114 members 
Entering Unmasked Estep 
Score: -9586125.000000 Penalty: 1109.583984
	Iteration 14Q: 3 clusters Score -9586125 nChanged 2503
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 114979 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 113739 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9586880 nChanged 2498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 112399 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9587361 nChanged 2398
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Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 111001 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9587739 nChanged 2413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 109532 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9588237 nChanged 2489
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Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9588735 nChanged 2581
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Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9589239 nChanged 2676
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Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 104736 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9589914 nChanged 2774
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Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 103082 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9590642 nChanged 2705
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 100187 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9591944 nChanged 2461
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Mstep: Class 1 contains 98478 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9592592 nChanged 2432
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Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 97734 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9593163 nChanged 2261
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Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 96477 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9593806 nChanged 2082
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Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9594317 nChanged 1981
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Mstep: Class 1 contains 103674 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9594730 nChanged 1947
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9595167 nChanged 1928
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Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9595601 nChanged 1968
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Mstep: Class 1 contains 108709 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9596020 nChanged 2126
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Mstep: Class 1 contains 110773 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9596427 nChanged 2298
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Mstep: Class 1 contains 113043 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9596941 nChanged 2502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115539 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9597511 nChanged 2785
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118324 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9598074 nChanged 3005
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121329 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9598596 nChanged 3243
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Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9599146 nChanged 3474
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128046 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9599861 nChanged 3949
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Mstep: Class 1 contains 131995 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9600679 nChanged 4243
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Mstep: Class 1 contains 136238 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9601458 nChanged 4384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140622 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9602171 nChanged 4731
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Mstep: Class 1 contains 145353 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9603003 nChanged 4939
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Mstep: Class 1 contains 150292 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9603947 nChanged 5062
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Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9604875 nChanged 4932
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Mstep: Class 1 contains 160286 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9605431 nChanged 4811
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Mstep: Class 1 contains 165097 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9606134 nChanged 4502
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Mstep: Class 1 contains 169599 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9606920 nChanged 4036
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173635 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9607546 nChanged 3365
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Mstep: Class 1 contains 177000 members 
Mstep: Class 2 contains 20448 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9608102 nChanged 2061
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Mstep: Class 1 contains 181751 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9608188 nChanged 1373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 183124 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9608335 nChanged 900
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Mstep: Class 1 contains 184024 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9608337 nChanged 464
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Mstep: Class 1 contains 184488 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9608364 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 184748 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9608295 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 184880 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9608298 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 184970 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9608269 nChanged 44
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Mstep: Class 1 contains 185014 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9609118 nChanged 2180
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Mstep: Class 1 contains 187194 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9609242 nChanged 1776
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	Iteration 62Q: 3 clusters Score -9609366 nChanged 1461
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Mstep: Class 1 contains 190431 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9609386 nChanged 1195
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9609351 nChanged 980
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9609391 nChanged 744
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9609266 nChanged 621
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	Iteration 67Q: 3 clusters Score -9609200 nChanged 486
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9608637 nChanged 50
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	Iteration 91Q: 3 clusters Score -9608533 nChanged 13
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	Iteration 94Q: 3 clusters Score -9608535 nChanged 7
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	Iteration 95Q: 3 clusters Score -9608536 nChanged 5
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	Iteration 96Q: 3 clusters Score -9608534 nChanged 6
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	Iteration 97Q: 3 clusters Score -9608537 nChanged 5
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	Iteration 98Q: 3 clusters Score -9608536 nChanged 4
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	Iteration 99Q: 3 clusters Score -9608532 nChanged 5
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	Iteration 100F: 3 clusters Score -9608530 nChanged 3
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	Iteration 101Q: 3 clusters Score -9608531 nChanged 5
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	Iteration 102Q: 3 clusters Score -9608537 nChanged 6
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	Iteration 103Q: 3 clusters Score -9608533 nChanged 11
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	Iteration 104Q: 3 clusters Score -9608521 nChanged 8
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	Iteration 106Q: 3 clusters Score -9608523 nChanged 6
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	Iteration 107Q: 3 clusters Score -9608519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197001 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9608526.000000 Penalty: 1109.583984
	Iteration 108Q: 3 clusters Score -9608526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197007 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9608520.000000 Penalty: 1109.583984
	Iteration 109Q: 3 clusters Score -9608520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197011 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9608517.000000 Penalty: 1109.583984
	Iteration 110Q: 3 clusters Score -9608517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197011 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9608515.000000 Penalty: 1109.583984
	Iteration 111Q: 3 clusters Score -9608515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197011 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9608515.000000 Penalty: 1109.583984
	Iteration 112F: 3 clusters Score -9608515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -55266.542969 Penalty: 325.392578
	Iteration 0F: 2 clusters Score -55266.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -54322.011719 Penalty: 650.785156
	Iteration 0F: 3 clusters Score -54322.01 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -55237.230469 Penalty: 650.785156
	Iteration 1F: 3 clusters Score -55237.23 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -55681.531250 Penalty: 650.785156
	Iteration 2F: 3 clusters Score -55681.53 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -55966.214844 Penalty: 650.785156
	Iteration 3F: 3 clusters Score -55966.21 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -56142.632812 Penalty: 650.785156
	Iteration 4F: 3 clusters Score -56142.63 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -56283.253906 Penalty: 650.785156
	Iteration 5Q: 3 clusters Score -56283.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -56419.054688 Penalty: 650.785156
	Iteration 6Q: 3 clusters Score -56419.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -56486.601562 Penalty: 650.785156
	Iteration 7Q: 3 clusters Score -56486.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -56554.917969 Penalty: 650.785156
	Iteration 8Q: 3 clusters Score -56554.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -56606.367188 Penalty: 650.785156
	Iteration 9Q: 3 clusters Score -56606.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -56612.843750 Penalty: 650.785156
	Iteration 10Q: 3 clusters Score -56612.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -56616.929688 Penalty: 650.785156
	Iteration 11Q: 3 clusters Score -56616.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -56617.109375 Penalty: 650.785156
	Iteration 12Q: 3 clusters Score -56617.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -56617.109375 Penalty: 650.785156
	Iteration 13F: 3 clusters Score -56617.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 591 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 685 members 
Entering Unmasked Estep 
Score: -90591656.000000 Penalty: 30989.710938
Splitting cluster 40 changes total score from -90597640.000000 to -90591656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (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: -10016.541016 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -10016.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9698.649414 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -9698.649 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9775.064453 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -9775.064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9793.697266 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -9793.697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9806.085938 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -9806.086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9827.090820 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -9827.091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9833.697266 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -9833.697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9835.985352 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -9835.985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9837.234375 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -9837.234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9838.496094 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -9838.496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9838.496094 Penalty: 504.965912
	Iteration 9F: 3 clusters Score -9838.496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (173990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173990 members 
Entering Unmasked Estep 
Score: -8609601.000000 Penalty: 549.037292
	Iteration 0F: 2 clusters Score -8609601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86997 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -8491747.000000 Penalty: 1098.074585
	Iteration 0F: 3 clusters Score -8491747 nChanged 85108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -8547038.000000 Penalty: 1098.074585
	Iteration 1F: 3 clusters Score -8547038 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90249 members 
Mstep: Class 2 contains 83741 members 
Entering Unmasked Estep 
Score: -8553902.000000 Penalty: 1098.074585
	Iteration 2F: 3 clusters Score -8553902 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92703 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -8566075.000000 Penalty: 1098.074585
	Iteration 3F: 3 clusters Score -8566075 nChanged 14850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -8580722.000000 Penalty: 1098.074585
	Iteration 4F: 3 clusters Score -8580722 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98030 members 
Mstep: Class 2 contains 75960 members 
Entering Unmasked Estep 
Score: -8590797.000000 Penalty: 1098.074585
	Iteration 5F: 3 clusters Score -8590797 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -8594552.000000 Penalty: 1098.074585
	Iteration 6F: 3 clusters Score -8594552 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99134 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -8596621.000000 Penalty: 1098.074585
	Iteration 7Q: 3 clusters Score -8596621 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99008 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -8598636.000000 Penalty: 1098.074585
	Iteration 8Q: 3 clusters Score -8598636 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98529 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -8600419.000000 Penalty: 1098.074585
	Iteration 9Q: 3 clusters Score -8600419 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97654 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -8601685.000000 Penalty: 1098.074585
	Iteration 10Q: 3 clusters Score -8601685 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96611 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -8602562.000000 Penalty: 1098.074585
	Iteration 11Q: 3 clusters Score -8602562 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -8602967.000000 Penalty: 1098.074585
	Iteration 12Q: 3 clusters Score -8602967 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -8603160.000000 Penalty: 1098.074585
	Iteration 13Q: 3 clusters Score -8603160 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -8603395.000000 Penalty: 1098.074585
	Iteration 14Q: 3 clusters Score -8603395 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -8603471.000000 Penalty: 1098.074585
	Iteration 15Q: 3 clusters Score -8603471 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90662 members 
Mstep: Class 2 contains 83328 members 
Entering Unmasked Estep 
Score: -8603548.000000 Penalty: 1098.074585
	Iteration 16Q: 3 clusters Score -8603548 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 84533 members 
Entering Unmasked Estep 
Score: -8603535.000000 Penalty: 1098.074585
	Iteration 17Q: 3 clusters Score -8603535 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88347 members 
Mstep: Class 2 contains 85643 members 
Entering Unmasked Estep 
Score: -8603566.000000 Penalty: 1098.074585
	Iteration 18Q: 3 clusters Score -8603566 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -8603507.000000 Penalty: 1098.074585
	Iteration 19Q: 3 clusters Score -8603507 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86267 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -8603482.000000 Penalty: 1098.074585
	Iteration 20F: 3 clusters Score -8603482 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -8603461.000000 Penalty: 1098.074585
	Iteration 21Q: 3 clusters Score -8603461 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 89373 members 
Entering Unmasked Estep 
Score: -8603416.000000 Penalty: 1098.074585
	Iteration 22Q: 3 clusters Score -8603416 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -8603367.000000 Penalty: 1098.074585
	Iteration 23Q: 3 clusters Score -8603367 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83224 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -8603330.000000 Penalty: 1098.074585
	Iteration 24Q: 3 clusters Score -8603330 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 91315 members 
Entering Unmasked Estep 
Score: -8603211.000000 Penalty: 1098.074585
	Iteration 25Q: 3 clusters Score -8603211 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -8603165.000000 Penalty: 1098.074585
	Iteration 26Q: 3 clusters Score -8603165 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81768 members 
Mstep: Class 2 contains 92222 members 
Entering Unmasked Estep 
Score: -8603123.000000 Penalty: 1098.074585
	Iteration 27Q: 3 clusters Score -8603123 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -8603132.000000 Penalty: 1098.074585
	Iteration 28Q: 3 clusters Score -8603132 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -8603120.000000 Penalty: 1098.074585
	Iteration 29Q: 3 clusters Score -8603120 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -8603116.000000 Penalty: 1098.074585
	Iteration 30Q: 3 clusters Score -8603116 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 93632 members 
Entering Unmasked Estep 
Score: -8603054.000000 Penalty: 1098.074585
	Iteration 31Q: 3 clusters Score -8603054 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -8603054.000000 Penalty: 1098.074585
	Iteration 32Q: 3 clusters Score -8603054 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Mstep: Class 2 contains 94129 members 
Entering Unmasked Estep 
Score: -8603029.000000 Penalty: 1098.074585
	Iteration 33Q: 3 clusters Score -8603029 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -8602951.000000 Penalty: 1098.074585
	Iteration 34Q: 3 clusters Score -8602951 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 94531 members 
Entering Unmasked Estep 
Score: -8602901.000000 Penalty: 1098.074585
	Iteration 35Q: 3 clusters Score -8602901 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 94753 members 
Entering Unmasked Estep 
Score: -8602889.000000 Penalty: 1098.074585
	Iteration 36Q: 3 clusters Score -8602889 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -8602875.000000 Penalty: 1098.074585
	Iteration 37Q: 3 clusters Score -8602875 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -8602842.000000 Penalty: 1098.074585
	Iteration 38Q: 3 clusters Score -8602842 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78461 members 
Mstep: Class 2 contains 95529 members 
Entering Unmasked Estep 
Score: -8602782.000000 Penalty: 1098.074585
	Iteration 39Q: 3 clusters Score -8602782 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -8602723.000000 Penalty: 1098.074585
	Iteration 40F: 3 clusters Score -8602723 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
Score: -8602672.000000 Penalty: 1098.074585
	Iteration 41Q: 3 clusters Score -8602672 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 96629 members 
Entering Unmasked Estep 
Score: -8602612.000000 Penalty: 1098.074585
	Iteration 42Q: 3 clusters Score -8602612 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 97020 members 
Entering Unmasked Estep 
Score: -8602559.000000 Penalty: 1098.074585
	Iteration 43Q: 3 clusters Score -8602559 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -8602518.000000 Penalty: 1098.074585
	Iteration 44Q: 3 clusters Score -8602518 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 97762 members 
Entering Unmasked Estep 
Score: -8602465.000000 Penalty: 1098.074585
	Iteration 45Q: 3 clusters Score -8602465 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -8602387.000000 Penalty: 1098.074585
	Iteration 46Q: 3 clusters Score -8602387 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 98657 members 
Entering Unmasked Estep 
Score: -8602301.000000 Penalty: 1098.074585
	Iteration 47Q: 3 clusters Score -8602301 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -8602280.000000 Penalty: 1098.074585
	Iteration 48Q: 3 clusters Score -8602280 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -8602212.000000 Penalty: 1098.074585
	Iteration 49Q: 3 clusters Score -8602212 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 100206 members 
Entering Unmasked Estep 
Score: -8602119.000000 Penalty: 1098.074585
	Iteration 50Q: 3 clusters Score -8602119 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 100780 members 
Entering Unmasked Estep 
Score: -8602059.000000 Penalty: 1098.074585
	Iteration 51Q: 3 clusters Score -8602059 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 101357 members 
Entering Unmasked Estep 
Score: -8601993.000000 Penalty: 1098.074585
	Iteration 52Q: 3 clusters Score -8601993 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72020 members 
Mstep: Class 2 contains 101970 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8601896 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Mstep: Class 2 contains 102625 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8601795 nChanged 603
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 103228 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8601728 nChanged 638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 103866 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8601622 nChanged 626
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 104492 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8601502 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 105148 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8601375 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 105772 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8601264 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 2 contains 106460 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8601183 nChanged 778
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8601035 nChanged 770
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 108008 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8600940 nChanged 831
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 108839 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8600858 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64328 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8600728 nChanged 895
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 110557 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8600653 nChanged 984
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 111541 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8600492 nChanged 1039
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8600387 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8600284 nChanged 1157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 114842 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8600175 nChanged 1156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8599999 nChanged 1194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 117192 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8599831 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 118406 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8599770 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 119672 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8599655 nChanged 1278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 120950 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8599500 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 122222 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8599440 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 123553 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8599414 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 124933 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8599316 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 126357 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8599257 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 127912 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8599187 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 129561 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8599123 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 131249 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8599067 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 133024 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8599033 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 134798 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8599171 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 136641 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8599172 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 138600 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8599245 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 140641 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8599383 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 142815 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8599604 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 145075 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8599833 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 147422 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8600127 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 149904 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8600469 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 152356 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8600943 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 154777 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8601359 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 157153 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8601756 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 159446 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8602224 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 161609 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8603323 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 163581 members 
Entering Unmasked Estep 
Score: -8604414.000000 Penalty: 1098.074585
	Iteration 96Q: 3 clusters Score -8604414 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 165295 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8605356 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 166764 members 
Entering Unmasked Estep 
Score: -8606082.000000 Penalty: 1098.074585
	Iteration 98Q: 3 clusters Score -8606082 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 168061 members 
Entering Unmasked Estep 
Score: -8606761.000000 Penalty: 1098.074585
	Iteration 99Q: 3 clusters Score -8606761 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 169087 members 
Entering Unmasked Estep 
Score: -8607225.000000 Penalty: 1098.074585
	Iteration 100F: 3 clusters Score -8607225 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 169912 members 
Entering Unmasked Estep 
Score: -8607602.000000 Penalty: 1098.074585
	Iteration 101Q: 3 clusters Score -8607602 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 170584 members 
Entering Unmasked Estep 
Score: -8607874.000000 Penalty: 1098.074585
	Iteration 102Q: 3 clusters Score -8607874 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -8608121.000000 Penalty: 1098.074585
	Iteration 103Q: 3 clusters Score -8608121 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -8608295.000000 Penalty: 1098.074585
	Iteration 104Q: 3 clusters Score -8608295 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 171931 members 
Entering Unmasked Estep 
Score: -8608429.000000 Penalty: 1098.074585
	Iteration 105Q: 3 clusters Score -8608429 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8608533 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 172500 members 
Entering Unmasked Estep 
Score: -8608623.000000 Penalty: 1098.074585
	Iteration 107Q: 3 clusters Score -8608623 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 172702 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8608685 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 172858 members 
Entering Unmasked Estep 
Score: -8608756.000000 Penalty: 1098.074585
	Iteration 109Q: 3 clusters Score -8608756 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 173006 members 
Entering Unmasked Estep 
Score: -8608814.000000 Penalty: 1098.074585
	Iteration 110Q: 3 clusters Score -8608814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 173131 members 
Entering Unmasked Estep 
Score: -8608849.000000 Penalty: 1098.074585
	Iteration 111Q: 3 clusters Score -8608849 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 173224 members 
Entering Unmasked Estep 
Score: -8608884.000000 Penalty: 1098.074585
	Iteration 112Q: 3 clusters Score -8608884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 173307 members 
Entering Unmasked Estep 
Score: -8608909.000000 Penalty: 1098.074585
	Iteration 113Q: 3 clusters Score -8608909 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 173380 members 
Entering Unmasked Estep 
Score: -8608928.000000 Penalty: 1098.074585
	Iteration 114Q: 3 clusters Score -8608928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -8608968.000000 Penalty: 1098.074585
	Iteration 115Q: 3 clusters Score -8608968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -8608987.000000 Penalty: 1098.074585
	Iteration 116Q: 3 clusters Score -8608987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 173545 members 
Entering Unmasked Estep 
Score: -8609018.000000 Penalty: 1098.074585
	Iteration 117Q: 3 clusters Score -8609018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 173596 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8609051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 173629 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8609068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 173647 members 
Entering Unmasked Estep 
Score: -8609085.000000 Penalty: 1098.074585
	Iteration 120F: 3 clusters Score -8609085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 173659 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8609092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -8609099.000000 Penalty: 1098.074585
	Iteration 122Q: 3 clusters Score -8609099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 173682 members 
Entering Unmasked Estep 
Score: -8609104.000000 Penalty: 1098.074585
	Iteration 123Q: 3 clusters Score -8609104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 173688 members 
Entering Unmasked Estep 
Score: -8609110.000000 Penalty: 1098.074585
	Iteration 124Q: 3 clusters Score -8609110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 173693 members 
Entering Unmasked Estep 
Score: -8609116.000000 Penalty: 1098.074585
	Iteration 125Q: 3 clusters Score -8609116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 173698 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8609117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 173701 members 
Entering Unmasked Estep 
Score: -8609126.000000 Penalty: 1098.074585
	Iteration 127Q: 3 clusters Score -8609126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 173706 members 
Entering Unmasked Estep 
Score: -8609128.000000 Penalty: 1098.074585
	Iteration 128Q: 3 clusters Score -8609128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 173712 members 
Entering Unmasked Estep 
Score: -8609125.000000 Penalty: 1098.074585
	Iteration 129Q: 3 clusters Score -8609125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 173714 members 
Entering Unmasked Estep 
Score: -8609122.000000 Penalty: 1098.074585
	Iteration 130Q: 3 clusters Score -8609122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 173717 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8609126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 173722 members 
Entering Unmasked Estep 
Score: -8609137.000000 Penalty: 1098.074585
	Iteration 132Q: 3 clusters Score -8609137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 173730 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8609130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 173740 members 
Entering Unmasked Estep 
Score: -8609139.000000 Penalty: 1098.074585
	Iteration 134Q: 3 clusters Score -8609139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 173750 members 
Entering Unmasked Estep 
Score: -8609148.000000 Penalty: 1098.074585
	Iteration 135Q: 3 clusters Score -8609148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 173752 members 
Entering Unmasked Estep 
Score: -8609150.000000 Penalty: 1098.074585
	Iteration 136Q: 3 clusters Score -8609150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 173755 members 
Entering Unmasked Estep 
Score: -8609151.000000 Penalty: 1098.074585
	Iteration 137Q: 3 clusters Score -8609151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 173757 members 
Entering Unmasked Estep 
Score: -8609154.000000 Penalty: 1098.074585
	Iteration 138Q: 3 clusters Score -8609154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 173759 members 
Entering Unmasked Estep 
Score: -8609156.000000 Penalty: 1098.074585
	Iteration 139Q: 3 clusters Score -8609156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 173762 members 
Entering Unmasked Estep 
Score: -8609155.000000 Penalty: 1098.074585
	Iteration 140F: 3 clusters Score -8609155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 173761 members 
Entering Unmasked Estep 
Score: -8609157.000000 Penalty: 1098.074585
	Iteration 141Q: 3 clusters Score -8609157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 173763 members 
Entering Unmasked Estep 
Score: -8609159.000000 Penalty: 1098.074585
	Iteration 142Q: 3 clusters Score -8609159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 173765 members 
Entering Unmasked Estep 
Score: -8609161.000000 Penalty: 1098.074585
	Iteration 143Q: 3 clusters Score -8609161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 173766 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8609162 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 173766 members 
Entering Unmasked Estep 
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	Iteration 145F: 3 clusters Score -8609162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -119211.687500 Penalty: 354.758057
	Iteration 0F: 2 clusters Score -119211.7 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 1249 members 
Entering Unmasked Estep 
Score: -117536.437500 Penalty: 709.516113
	Iteration 0F: 3 clusters Score -117536.4 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -118600.859375 Penalty: 709.516113
	Iteration 1F: 3 clusters Score -118600.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -118918.781250 Penalty: 709.516113
	Iteration 2F: 3 clusters Score -118918.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -119097.390625 Penalty: 709.516113
	Iteration 3F: 3 clusters Score -119097.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -119252.882812 Penalty: 709.516113
	Iteration 4F: 3 clusters Score -119252.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -119327.343750 Penalty: 709.516113
	Iteration 5Q: 3 clusters Score -119327.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -119387.070312 Penalty: 709.516113
	Iteration 6Q: 3 clusters Score -119387.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -119415.593750 Penalty: 709.516113
	Iteration 7Q: 3 clusters Score -119415.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -119427.875000 Penalty: 709.516113
	Iteration 8Q: 3 clusters Score -119427.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -119433.062500 Penalty: 709.516113
	Iteration 9Q: 3 clusters Score -119433.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -119436.523438 Penalty: 709.516113
	Iteration 10Q: 3 clusters Score -119436.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -119438.656250 Penalty: 709.516113
	Iteration 11Q: 3 clusters Score -119438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -119439.945312 Penalty: 709.516113
	Iteration 12Q: 3 clusters Score -119439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -119440.671875 Penalty: 709.516113
	Iteration 13Q: 3 clusters Score -119440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -119440.750000 Penalty: 709.516113
	Iteration 14Q: 3 clusters Score -119440.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -119440.859375 Penalty: 709.516113
	Iteration 15Q: 3 clusters Score -119440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -119441.312500 Penalty: 709.516113
	Iteration 16Q: 3 clusters Score -119441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -119442.234375 Penalty: 709.516113
	Iteration 17Q: 3 clusters Score -119442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -119442.414062 Penalty: 709.516113
	Iteration 18Q: 3 clusters Score -119442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -119442.414062 Penalty: 709.516113
	Iteration 19F: 3 clusters Score -119442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 1043 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 1390 members 
Entering Unmasked Estep 
Score: -90591712.000000 Penalty: 30989.710938
Splitting cluster 43 changes total score from -90597640.000000 to -90591712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (196847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196847 members 
Entering Unmasked Estep 
Score: -9937888.000000 Penalty: 554.653259
	Iteration 0F: 2 clusters Score -9937888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -9822794.000000 Penalty: 1109.306519
	Iteration 0F: 3 clusters Score -9822794 nChanged 96717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -9883435.000000 Penalty: 1109.306519
	Iteration 1F: 3 clusters Score -9883435 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98738 members 
Mstep: Class 2 contains 98109 members 
Entering Unmasked Estep 
Score: -9886255.000000 Penalty: 1109.306519
	Iteration 2F: 3 clusters Score -9886255 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 97360 members 
Entering Unmasked Estep 
Score: -9889456.000000 Penalty: 1109.306519
	Iteration 3Q: 3 clusters Score -9889456 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 96884 members 
Entering Unmasked Estep 
Score: -9893188.000000 Penalty: 1109.306519
	Iteration 4F: 3 clusters Score -9893188 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100083 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -9898450.000000 Penalty: 1109.306519
	Iteration 5F: 3 clusters Score -9898450 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100293 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -9905767.000000 Penalty: 1109.306519
	Iteration 6F: 3 clusters Score -9905767 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -9915945.000000 Penalty: 1109.306519
	Iteration 7F: 3 clusters Score -9915945 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101539 members 
Mstep: Class 2 contains 95308 members 
Entering Unmasked Estep 
Score: -9925940.000000 Penalty: 1109.306519
	Iteration 8F: 3 clusters Score -9925940 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102536 members 
Mstep: Class 2 contains 94311 members 
Entering Unmasked Estep 
Score: -9931552.000000 Penalty: 1109.306519
	Iteration 9F: 3 clusters Score -9931552 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103217 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
Score: -9933669.000000 Penalty: 1109.306519
	Iteration 10Q: 3 clusters Score -9933669 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -9934806.000000 Penalty: 1109.306519
	Iteration 11Q: 3 clusters Score -9934806 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 92647 members 
Entering Unmasked Estep 
Score: -9935874.000000 Penalty: 1109.306519
	Iteration 12Q: 3 clusters Score -9935874 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 92341 members 
Entering Unmasked Estep 
Score: -9936648.000000 Penalty: 1109.306519
	Iteration 13Q: 3 clusters Score -9936648 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104719 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -9937207.000000 Penalty: 1109.306519
	Iteration 14Q: 3 clusters Score -9937207 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Mstep: Class 2 contains 91895 members 
Entering Unmasked Estep 
Score: -9937601.000000 Penalty: 1109.306519
	Iteration 15Q: 3 clusters Score -9937601 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -9937899.000000 Penalty: 1109.306519
	Iteration 16Q: 3 clusters Score -9937899 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 91571 members 
Entering Unmasked Estep 
Score: -9938134.000000 Penalty: 1109.306519
	Iteration 17Q: 3 clusters Score -9938134 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105367 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -9938299.000000 Penalty: 1109.306519
	Iteration 18Q: 3 clusters Score -9938299 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -9938403.000000 Penalty: 1109.306519
	Iteration 19Q: 3 clusters Score -9938403 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -9938505.000000 Penalty: 1109.306519
	Iteration 20F: 3 clusters Score -9938505 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105759 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -9938647.000000 Penalty: 1109.306519
	Iteration 21Q: 3 clusters Score -9938647 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 90937 members 
Entering Unmasked Estep 
Score: -9938771.000000 Penalty: 1109.306519
	Iteration 22Q: 3 clusters Score -9938771 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106035 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -9938817.000000 Penalty: 1109.306519
	Iteration 23Q: 3 clusters Score -9938817 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -9938878.000000 Penalty: 1109.306519
	Iteration 24Q: 3 clusters Score -9938878 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106284 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -9938965.000000 Penalty: 1109.306519
	Iteration 25Q: 3 clusters Score -9938965 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -9939033.000000 Penalty: 1109.306519
	Iteration 26Q: 3 clusters Score -9939033 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 90265 members 
Entering Unmasked Estep 
Score: -9939061.000000 Penalty: 1109.306519
	Iteration 27Q: 3 clusters Score -9939061 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106718 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -9939102.000000 Penalty: 1109.306519
	Iteration 28Q: 3 clusters Score -9939102 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -9939117.000000 Penalty: 1109.306519
	Iteration 29Q: 3 clusters Score -9939117 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -9939174.000000 Penalty: 1109.306519
	Iteration 30Q: 3 clusters Score -9939174 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -9939201.000000 Penalty: 1109.306519
	Iteration 31Q: 3 clusters Score -9939201 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107199 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -9939238.000000 Penalty: 1109.306519
	Iteration 32Q: 3 clusters Score -9939238 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -9939258.000000 Penalty: 1109.306519
	Iteration 33Q: 3 clusters Score -9939258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -9939275.000000 Penalty: 1109.306519
	Iteration 34Q: 3 clusters Score -9939275 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -9939290.000000 Penalty: 1109.306519
	Iteration 35Q: 3 clusters Score -9939290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107465 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
Score: -9939310.000000 Penalty: 1109.306519
	Iteration 36Q: 3 clusters Score -9939310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 89358 members 
Entering Unmasked Estep 
Score: -9939340.000000 Penalty: 1109.306519
	Iteration 37Q: 3 clusters Score -9939340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107525 members 
Mstep: Class 2 contains 89322 members 
Entering Unmasked Estep 
Score: -9939324.000000 Penalty: 1109.306519
	Iteration 38Q: 3 clusters Score -9939324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -9939311.000000 Penalty: 1109.306519
	Iteration 39Q: 3 clusters Score -9939311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107573 members 
Mstep: Class 2 contains 89274 members 
Entering Unmasked Estep 
Score: -9939316.000000 Penalty: 1109.306519
	Iteration 40F: 3 clusters Score -9939316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107597 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -9939345.000000 Penalty: 1109.306519
	Iteration 41Q: 3 clusters Score -9939345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -9939355.000000 Penalty: 1109.306519
	Iteration 42Q: 3 clusters Score -9939355 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107664 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -9939342.000000 Penalty: 1109.306519
	Iteration 43Q: 3 clusters Score -9939342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107690 members 
Mstep: Class 2 contains 89157 members 
Entering Unmasked Estep 
Score: -9939349.000000 Penalty: 1109.306519
	Iteration 44Q: 3 clusters Score -9939349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 89129 members 
Entering Unmasked Estep 
Score: -9939348.000000 Penalty: 1109.306519
	Iteration 45Q: 3 clusters Score -9939348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -9939363.000000 Penalty: 1109.306519
	Iteration 46Q: 3 clusters Score -9939363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -9939376.000000 Penalty: 1109.306519
	Iteration 47Q: 3 clusters Score -9939376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -9939365.000000 Penalty: 1109.306519
	Iteration 48Q: 3 clusters Score -9939365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107826 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -9939367.000000 Penalty: 1109.306519
	Iteration 49Q: 3 clusters Score -9939367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 88999 members 
Entering Unmasked Estep 
Score: -9939372.000000 Penalty: 1109.306519
	Iteration 50Q: 3 clusters Score -9939372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107859 members 
Mstep: Class 2 contains 88988 members 
Entering Unmasked Estep 
Score: -9939359.000000 Penalty: 1109.306519
	Iteration 51Q: 3 clusters Score -9939359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107864 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -9939366.000000 Penalty: 1109.306519
	Iteration 52Q: 3 clusters Score -9939366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107867 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -9939373.000000 Penalty: 1109.306519
	Iteration 53Q: 3 clusters Score -9939373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 88969 members 
Entering Unmasked Estep 
Score: -9939368.000000 Penalty: 1109.306519
	Iteration 54Q: 3 clusters Score -9939368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107892 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -9939356.000000 Penalty: 1109.306519
	Iteration 55Q: 3 clusters Score -9939356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -9939359.000000 Penalty: 1109.306519
	Iteration 56Q: 3 clusters Score -9939359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107915 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -9939354.000000 Penalty: 1109.306519
	Iteration 57Q: 3 clusters Score -9939354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -9939356.000000 Penalty: 1109.306519
	Iteration 58Q: 3 clusters Score -9939356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 88918 members 
Entering Unmasked Estep 
Score: -9939358.000000 Penalty: 1109.306519
	Iteration 59Q: 3 clusters Score -9939358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107937 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -9939359.000000 Penalty: 1109.306519
	Iteration 60F: 3 clusters Score -9939359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107942 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -9939356.000000 Penalty: 1109.306519
	Iteration 61Q: 3 clusters Score -9939356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -9939355.000000 Penalty: 1109.306519
	Iteration 62Q: 3 clusters Score -9939355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -9939355.000000 Penalty: 1109.306519
	Iteration 63Q: 3 clusters Score -9939355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -9939355.000000 Penalty: 1109.306519
	Iteration 64F: 3 clusters Score -9939355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 107945 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Mstep: Class 47 contains 88902 members 
Entering Unmasked Estep 
Score: -90591776.000000 Penalty: 30989.710938
Splitting cluster 44 changes total score from -90597640.000000 to -90591776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -78317.875000 Penalty: 336.449432
	Iteration 0F: 2 clusters Score -78317.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -77113.320312 Penalty: 672.898865
	Iteration 0F: 3 clusters Score -77113.32 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -77527.093750 Penalty: 672.898865
	Iteration 1F: 3 clusters Score -77527.09 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -77592.179688 Penalty: 672.898865
	Iteration 2F: 3 clusters Score -77592.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -77628.578125 Penalty: 672.898865
	Iteration 3Q: 3 clusters Score -77628.58 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -77673.453125 Penalty: 672.898865
	Iteration 4Q: 3 clusters Score -77673.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -77713.695312 Penalty: 672.898865
	Iteration 5Q: 3 clusters Score -77713.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -77749.328125 Penalty: 672.898865
	Iteration 6Q: 3 clusters Score -77749.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -77781.179688 Penalty: 672.898865
	Iteration 7Q: 3 clusters Score -77781.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -77803.218750 Penalty: 672.898865
	Iteration 8Q: 3 clusters Score -77803.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -77823.929688 Penalty: 672.898865
	Iteration 9Q: 3 clusters Score -77823.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -77842.968750 Penalty: 672.898865
	Iteration 10Q: 3 clusters Score -77842.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -77849.554688 Penalty: 672.898865
	Iteration 11Q: 3 clusters Score -77849.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -77855.953125 Penalty: 672.898865
	Iteration 12Q: 3 clusters Score -77855.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -77862.460938 Penalty: 672.898865
	Iteration 13Q: 3 clusters Score -77862.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -77866.257812 Penalty: 672.898865
	Iteration 14Q: 3 clusters Score -77866.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -77869.757812 Penalty: 672.898865
	Iteration 15Q: 3 clusters Score -77869.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -77871.734375 Penalty: 672.898865
	Iteration 16Q: 3 clusters Score -77871.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -77874.242188 Penalty: 672.898865
	Iteration 17Q: 3 clusters Score -77874.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -77877.125000 Penalty: 672.898865
	Iteration 18Q: 3 clusters Score -77877.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -77880.539062 Penalty: 672.898865
	Iteration 19Q: 3 clusters Score -77880.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -77884.125000 Penalty: 672.898865
	Iteration 20F: 3 clusters Score -77884.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -77886.656250 Penalty: 672.898865
	Iteration 21Q: 3 clusters Score -77886.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -77888.687500 Penalty: 672.898865
	Iteration 22Q: 3 clusters Score -77888.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -77890.617188 Penalty: 672.898865
	Iteration 23Q: 3 clusters Score -77890.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -77891.867188 Penalty: 672.898865
	Iteration 24Q: 3 clusters Score -77891.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -77892.953125 Penalty: 672.898865
	Iteration 25Q: 3 clusters Score -77892.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -77894.835938 Penalty: 672.898865
	Iteration 26Q: 3 clusters Score -77894.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -77896.500000 Penalty: 672.898865
	Iteration 27Q: 3 clusters Score -77896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -77897.078125 Penalty: 672.898865
	Iteration 28Q: 3 clusters Score -77897.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -77898.531250 Penalty: 672.898865
	Iteration 29Q: 3 clusters Score -77898.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -77899.718750 Penalty: 672.898865
	Iteration 30Q: 3 clusters Score -77899.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -77900.445312 Penalty: 672.898865
	Iteration 31Q: 3 clusters Score -77900.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -77900.992188 Penalty: 672.898865
	Iteration 32Q: 3 clusters Score -77900.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -77901.492188 Penalty: 672.898865
	Iteration 33Q: 3 clusters Score -77901.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -77901.492188 Penalty: 672.898865
	Iteration 34F: 3 clusters Score -77901.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Entering Unmasked Estep 
Score: -135387.406250 Penalty: 363.013153
	Iteration 0F: 2 clusters Score -135387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -133412.546875 Penalty: 726.026306
	Iteration 0F: 3 clusters Score -133412.5 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -134619.781250 Penalty: 726.026306
	Iteration 1F: 3 clusters Score -134619.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -135022.437500 Penalty: 726.026306
	Iteration 2F: 3 clusters Score -135022.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -135242.218750 Penalty: 726.026306
	Iteration 3F: 3 clusters Score -135242.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -135365.015625 Penalty: 726.026306
	Iteration 4F: 3 clusters Score -135365 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -135444.984375 Penalty: 726.026306
	Iteration 5Q: 3 clusters Score -135445 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -135496.734375 Penalty: 726.026306
	Iteration 6Q: 3 clusters Score -135496.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -135534.156250 Penalty: 726.026306
	Iteration 7Q: 3 clusters Score -135534.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -135552.234375 Penalty: 726.026306
	Iteration 8Q: 3 clusters Score -135552.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -135572.156250 Penalty: 726.026306
	Iteration 9Q: 3 clusters Score -135572.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -135608.750000 Penalty: 726.026306
	Iteration 10Q: 3 clusters Score -135608.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -135637.843750 Penalty: 726.026306
	Iteration 11Q: 3 clusters Score -135637.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -135660.187500 Penalty: 726.026306
	Iteration 12Q: 3 clusters Score -135660.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -135673.593750 Penalty: 726.026306
	Iteration 13Q: 3 clusters Score -135673.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135679.843750 Penalty: 726.026306
	Iteration 14Q: 3 clusters Score -135679.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -135685.062500 Penalty: 726.026306
	Iteration 15Q: 3 clusters Score -135685.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -135693.015625 Penalty: 726.026306
	Iteration 16Q: 3 clusters Score -135693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -135696.859375 Penalty: 726.026306
	Iteration 17Q: 3 clusters Score -135696.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -135699.734375 Penalty: 726.026306
	Iteration 18Q: 3 clusters Score -135699.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -135701.031250 Penalty: 726.026306
	Iteration 19Q: 3 clusters Score -135701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -135702.375000 Penalty: 726.026306
	Iteration 20F: 3 clusters Score -135702.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -135704.093750 Penalty: 726.026306
	Iteration 21Q: 3 clusters Score -135704.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -135706.296875 Penalty: 726.026306
	Iteration 22Q: 3 clusters Score -135706.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -135706.984375 Penalty: 726.026306
	Iteration 23Q: 3 clusters Score -135707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -135707.187500 Penalty: 726.026306
	Iteration 24Q: 3 clusters Score -135707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -135707.812500 Penalty: 726.026306
	Iteration 25Q: 3 clusters Score -135707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -135708.546875 Penalty: 726.026306
	Iteration 26Q: 3 clusters Score -135708.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -135710.031250 Penalty: 726.026306
	Iteration 27Q: 3 clusters Score -135710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -135711.187500 Penalty: 726.026306
	Iteration 28Q: 3 clusters Score -135711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -135713.062500 Penalty: 726.026306
	Iteration 29Q: 3 clusters Score -135713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135715.546875 Penalty: 726.026306
	Iteration 30Q: 3 clusters Score -135715.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135719.468750 Penalty: 726.026306
	Iteration 31Q: 3 clusters Score -135719.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135721.671875 Penalty: 726.026306
	Iteration 32Q: 3 clusters Score -135721.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -135723.484375 Penalty: 726.026306
	Iteration 33Q: 3 clusters Score -135723.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -135725.250000 Penalty: 726.026306
	Iteration 34Q: 3 clusters Score -135725.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -135727.921875 Penalty: 726.026306
	Iteration 35Q: 3 clusters Score -135727.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135729.109375 Penalty: 726.026306
	Iteration 36Q: 3 clusters Score -135729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135729.359375 Penalty: 726.026306
	Iteration 37Q: 3 clusters Score -135729.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135729.890625 Penalty: 726.026306
	Iteration 38Q: 3 clusters Score -135729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135729.984375 Penalty: 726.026306
	Iteration 39Q: 3 clusters Score -135730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135730.093750 Penalty: 726.026306
	Iteration 40F: 3 clusters Score -135730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -135730.031250 Penalty: 726.026306
	Iteration 41Q: 3 clusters Score -135730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135729.906250 Penalty: 726.026306
	Iteration 42Q: 3 clusters Score -135729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135729.906250 Penalty: 726.026306
	Iteration 43F: 3 clusters Score -135729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2316 members 
Mstep: Class 47 contains 601 members 
Entering Unmasked Estep 
Score: -90592224.000000 Penalty: 30989.710938
Splitting cluster 46 changes total score from -90597640.000000 to -90592224.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 105099 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 218991 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 140089 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111429 members 
Mstep: Class 19 contains 122547 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87685 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15142 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 115849 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 170502 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 197448 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 173990 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 196847 members 
Mstep: Class 45 contains 1627 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90595008.000000 Penalty: 30330.355469
Iteration 159Q: 47 clusters Score -9.059501e+07 nChanged 21647
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 100343 members 
Mstep: Class 3 contains 105434 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 219008 members 
Mstep: Class 8 contains 18913 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 60324 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 5441 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 16 contains 140181 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111169 members 
Mstep: Class 19 contains 121251 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87453 members 
Mstep: Class 22 contains 922 members 
Mstep: Class 23 contains 1940 members 
Mstep: Class 24 contains 16796 members 
Mstep: Class 25 contains 18875 members 
Mstep: Class 26 contains 7110 members 
Mstep: Class 27 contains 9235 members 
Mstep: Class 28 contains 2955 members 
Mstep: Class 29 contains 116193 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2387 members 
Mstep: Class 32 contains 3625 members 
Mstep: Class 33 contains 6259 members 
Mstep: Class 34 contains 2594 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 171284 members 
Mstep: Class 38 contains 1385 members 
Mstep: Class 39 contains 198356 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 176246 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 195306 members 
Mstep: Class 45 contains 1628 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90606344.000000 Penalty: 30330.355469
Iteration 160F: 47 clusters Score -9.060634e+07 nChanged 41188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100460 members 
Mstep: Class 3 contains 103836 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 218961 members 
Mstep: Class 8 contains 15783 members 
Mstep: Class 9 contains 36979 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 60247 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 5467 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 135144 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 110715 members 
Mstep: Class 19 contains 115042 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 87219 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 1941 members 
Mstep: Class 24 contains 18631 members 
Mstep: Class 25 contains 18858 members 
Mstep: Class 26 contains 7111 members 
Mstep: Class 27 contains 9233 members 
Mstep: Class 28 contains 3094 members 
Mstep: Class 29 contains 107599 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2381 members 
Mstep: Class 32 contains 3530 members 
Mstep: Class 33 contains 6368 members 
Mstep: Class 34 contains 2596 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 181444 members 
Mstep: Class 38 contains 1387 members 
Mstep: Class 39 contains 198616 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 178155 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 206235 members 
Mstep: Class 45 contains 1632 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90600312.000000 Penalty: 30330.355469
Iteration 161Q: 47 clusters Score -9.060031e+07 nChanged 46133
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100546 members 
Mstep: Class 3 contains 104681 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 219028 members 
Mstep: Class 8 contains 12987 members 
Mstep: Class 9 contains 36978 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6887 members 
Mstep: Class 12 contains 60169 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 5481 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 132355 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 110906 members 
Mstep: Class 19 contains 108635 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 87093 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 1934 members 
Mstep: Class 24 contains 20490 members 
Mstep: Class 25 contains 18857 members 
Mstep: Class 26 contains 7112 members 
Mstep: Class 27 contains 9229 members 
Mstep: Class 28 contains 3231 members 
Mstep: Class 29 contains 97050 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2369 members 
Mstep: Class 32 contains 3373 members 
Mstep: Class 33 contains 6391 members 
Mstep: Class 34 contains 2602 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 188680 members 
Mstep: Class 38 contains 1388 members 
Mstep: Class 39 contains 198853 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 182423 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 214193 members 
Mstep: Class 45 contains 1637 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90594240.000000 Penalty: 30330.355469
Iteration 162Q: 47 clusters Score -9.059424e+07 nChanged 47406
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100586 members 
Mstep: Class 3 contains 107382 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1349 members 
Mstep: Class 6 contains 1976 members 
Mstep: Class 7 contains 219027 members 
Mstep: Class 8 contains 10934 members 
Mstep: Class 9 contains 36976 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 6922 members 
Mstep: Class 12 contains 60086 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 5495 members 
Mstep: Class 15 contains 495 members 
Mstep: Class 16 contains 131489 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111111 members 
Mstep: Class 19 contains 103532 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 87090 members 
Mstep: Class 22 contains 925 members 
Mstep: Class 23 contains 1917 members 
Mstep: Class 24 contains 22335 members 
Mstep: Class 25 contains 18833 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 9221 members 
Mstep: Class 28 contains 3372 members 
Mstep: Class 29 contains 84420 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2355 members 
Mstep: Class 32 contains 3209 members 
Mstep: Class 33 contains 6251 members 
Mstep: Class 34 contains 2610 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 192240 members 
Mstep: Class 38 contains 1389 members 
Mstep: Class 39 contains 198926 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 187177 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 221905 members 
Mstep: Class 45 contains 1640 members 
Mstep: Class 46 contains 2916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90586352.000000 Penalty: 30330.355469
Iteration 163Q: 47 clusters Score -9.058635e+07 nChanged 52720
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100479 members 
Mstep: Class 3 contains 111426 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 218962 members 
Mstep: Class 8 contains 9516 members 
Mstep: Class 9 contains 36982 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 60021 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 5511 members 
Mstep: Class 15 contains 502 members 
Mstep: Class 16 contains 131870 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 111048 members 
Mstep: Class 19 contains 100074 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 87172 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1898 members 
Mstep: Class 24 contains 24225 members 
Mstep: Class 25 contains 18806 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 9214 members 
Mstep: Class 28 contains 3557 members 
Mstep: Class 29 contains 68853 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2342 members 
Mstep: Class 32 contains 3037 members 
Mstep: Class 33 contains 5919 members 
Mstep: Class 34 contains 2617 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 193071 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 199073 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 191663 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 231103 members 
Mstep: Class 45 contains 1641 members 
Mstep: Class 46 contains 2916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90575856.000000 Penalty: 30330.355469
Iteration 164Q: 47 clusters Score -9.057586e+07 nChanged 57384
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100200 members 
Mstep: Class 3 contains 116551 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 218827 members 
Mstep: Class 8 contains 8344 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 59980 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 5487 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 133124 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 110647 members 
Mstep: Class 19 contains 98624 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 87324 members 
Mstep: Class 22 contains 925 members 
Mstep: Class 23 contains 1879 members 
Mstep: Class 24 contains 26370 members 
Mstep: Class 25 contains 18781 members 
Mstep: Class 26 contains 7122 members 
Mstep: Class 27 contains 9209 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 52572 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 2883 members 
Mstep: Class 33 contains 5450 members 
Mstep: Class 34 contains 2622 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 190891 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 199668 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 195336 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 240551 members 
Mstep: Class 45 contains 1643 members 
Mstep: Class 46 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90565280.000000 Penalty: 30330.355469
Iteration 165Q: 47 clusters Score -9.056528e+07 nChanged 55459
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99963 members 
Mstep: Class 3 contains 121814 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 218679 members 
Mstep: Class 8 contains 7180 members 
Mstep: Class 9 contains 36972 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 59990 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5448 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 134635 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 109859 members 
Mstep: Class 19 contains 99205 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 87505 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1860 members 
Mstep: Class 24 contains 29192 members 
Mstep: Class 25 contains 18770 members 
Mstep: Class 26 contains 7129 members 
Mstep: Class 27 contains 9205 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 39124 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 4918 members 
Mstep: Class 34 contains 2627 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 186670 members 
Mstep: Class 38 contains 1394 members 
Mstep: Class 39 contains 201781 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 197493 members 
Mstep: Class 43 contains 2433 members 
Mstep: Class 44 contains 246457 members 
Mstep: Class 45 contains 1643 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90555240.000000 Penalty: 30330.355469
Iteration 166Q: 47 clusters Score -9.055524e+07 nChanged 47239
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100067 members 
Mstep: Class 3 contains 126690 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 218577 members 
Mstep: Class 8 contains 6081 members 
Mstep: Class 9 contains 36961 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 60003 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 5421 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 16 contains 135611 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 108851 members 
Mstep: Class 19 contains 101384 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87719 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 1839 members 
Mstep: Class 24 contains 32658 members 
Mstep: Class 25 contains 18776 members 
Mstep: Class 26 contains 7133 members 
Mstep: Class 27 contains 9204 members 
Mstep: Class 28 contains 4141 members 
Mstep: Class 29 contains 31191 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2306 members 
Mstep: Class 32 contains 2620 members 
Mstep: Class 33 contains 4422 members 
Mstep: Class 34 contains 2631 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 181851 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 205335 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 198074 members 
Mstep: Class 43 contains 2432 members 
Mstep: Class 44 contains 245889 members 
Mstep: Class 45 contains 1641 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90551056.000000 Penalty: 30330.355469
Iteration 167Q: 47 clusters Score -9.055106e+07 nChanged 37245
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100269 members 
Mstep: Class 3 contains 130594 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 218524 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 9 contains 36974 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7048 members 
Mstep: Class 12 contains 60003 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5366 members 
Mstep: Class 15 contains 529 members 
Mstep: Class 16 contains 136289 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 107821 members 
Mstep: Class 19 contains 103553 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87897 members 
Mstep: Class 22 contains 915 members 
Mstep: Class 23 contains 1811 members 
Mstep: Class 24 contains 36192 members 
Mstep: Class 25 contains 18798 members 
Mstep: Class 26 contains 7136 members 
Mstep: Class 27 contains 9203 members 
Mstep: Class 28 contains 4362 members 
Mstep: Class 29 contains 27459 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 2594 members 
Mstep: Class 33 contains 3970 members 
Mstep: Class 34 contains 2635 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 178399 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 208770 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 197136 members 
Mstep: Class 43 contains 2431 members 
Mstep: Class 44 contains 242435 members 
Mstep: Class 45 contains 1638 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90550440.000000 Penalty: 30330.355469
Iteration 168Q: 47 clusters Score -9.055044e+07 nChanged 30403
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100453 members 
Mstep: Class 3 contains 133584 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 1979 members 
Mstep: Class 7 contains 218512 members 
Mstep: Class 8 contains 3795 members 
Mstep: Class 9 contains 36974 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 60047 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 5351 members 
Mstep: Class 15 contains 530 members 
Mstep: Class 16 contains 136908 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 104894 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 88041 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 1784 members 
Mstep: Class 24 contains 39623 members 
Mstep: Class 25 contains 18829 members 
Mstep: Class 26 contains 7138 members 
Mstep: Class 27 contains 9203 members 
Mstep: Class 28 contains 4597 members 
Mstep: Class 29 contains 25621 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 3665 members 
Mstep: Class 34 contains 2638 members 
Mstep: Class 35 contains 3984 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 176730 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 211475 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 195144 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 238576 members 
Mstep: Class 45 contains 1632 members 
Mstep: Class 46 contains 2916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90549928.000000 Penalty: 30330.355469
Iteration 169Q: 47 clusters Score -9.054993e+07 nChanged 26505
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100645 members 
Mstep: Class 3 contains 135773 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1368 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 218563 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 36979 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7038 members 
Mstep: Class 12 contains 60115 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 16 contains 137577 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 106068 members 
Mstep: Class 19 contains 105700 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 88168 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 1767 members 
Mstep: Class 24 contains 42949 members 
Mstep: Class 25 contains 18849 members 
Mstep: Class 26 contains 7138 members 
Mstep: Class 27 contains 9198 members 
Mstep: Class 28 contains 4819 members 
Mstep: Class 29 contains 24563 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2309 members 
Mstep: Class 32 contains 2713 members 
Mstep: Class 33 contains 3453 members 
Mstep: Class 34 contains 2641 members 
Mstep: Class 35 contains 3988 members 
Mstep: Class 36 contains 487 members 
Mstep: Class 37 contains 176101 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 213350 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 192817 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 235069 members 
Mstep: Class 45 contains 1625 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90548336.000000 Penalty: 30330.355469
Iteration 170Q: 47 clusters Score -9.054834e+07 nChanged 23232
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100846 members 
Mstep: Class 3 contains 137385 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 218602 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 7059 members 
Mstep: Class 12 contains 60180 members 
Mstep: Class 13 contains 497 members 
Mstep: Class 14 contains 5318 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 138332 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 105370 members 
Mstep: Class 19 contains 106165 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 88249 members 
Mstep: Class 22 contains 904 members 
Mstep: Class 23 contains 1738 members 
Mstep: Class 24 contains 46227 members 
Mstep: Class 25 contains 18884 members 
Mstep: Class 26 contains 7137 members 
Mstep: Class 27 contains 9196 members 
Mstep: Class 28 contains 5042 members 
Mstep: Class 29 contains 23930 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2301 members 
Mstep: Class 32 contains 2795 members 
Mstep: Class 33 contains 3337 members 
Mstep: Class 34 contains 2642 members 
Mstep: Class 35 contains 3992 members 
Mstep: Class 36 contains 487 members 
Mstep: Class 37 contains 176160 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 214432 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 190562 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 231694 members 
Mstep: Class 45 contains 1622 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90548216.000000 Penalty: 30330.355469
Iteration 171Q: 47 clusters Score -9.054822e+07 nChanged 20710
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101055 members 
Mstep: Class 3 contains 138349 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 2024 members 
Mstep: Class 7 contains 218648 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 36985 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7064 members 
Mstep: Class 12 contains 60215 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 511 members 
Mstep: Class 16 contains 139157 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 104737 members 
Mstep: Class 19 contains 106351 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 88311 members 
Mstep: Class 22 contains 901 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 49470 members 
Mstep: Class 25 contains 18911 members 
Mstep: Class 26 contains 7135 members 
Mstep: Class 27 contains 9194 members 
Mstep: Class 28 contains 5254 members 
Mstep: Class 29 contains 23478 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2296 members 
Mstep: Class 32 contains 2859 members 
Mstep: Class 33 contains 3285 members 
Mstep: Class 34 contains 2643 members 
Mstep: Class 35 contains 3995 members 
Mstep: Class 36 contains 487 members 
Mstep: Class 37 contains 176776 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 215028 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 188570 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 228430 members 
Mstep: Class 45 contains 1620 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 588.795654 but Gain 659.355469
Score: -90548312.000000 Penalty: 29671.000000
Iteration 172Q: 46 clusters Score -9.054831e+07 nChanged 19345
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101215 members 
Mstep: Class 3 contains 138697 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 218712 members 
Mstep: Class 9 contains 36983 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 12 contains 60224 members 
Mstep: Class 13 contains 497 members 
Mstep: Class 14 contains 5310 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 139994 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 104152 members 
Mstep: Class 19 contains 106344 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 88386 members 
Mstep: Class 22 contains 901 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 52674 members 
Mstep: Class 25 contains 18925 members 
Mstep: Class 26 contains 7134 members 
Mstep: Class 27 contains 9193 members 
Mstep: Class 28 contains 5491 members 
Mstep: Class 29 contains 23150 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2296 members 
Mstep: Class 32 contains 2898 members 
Mstep: Class 33 contains 3264 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 3998 members 
Mstep: Class 36 contains 487 members 
Mstep: Class 37 contains 178288 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 215188 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 187020 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 225427 members 
Mstep: Class 45 contains 1616 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90549104.000000 Penalty: 29671.000000
Iteration 173Q: 46 clusters Score -9.05491e+07 nChanged 17085
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101370 members 
Mstep: Class 3 contains 138737 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 218755 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7097 members 
Mstep: Class 12 contains 60236 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 140837 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 103584 members 
Mstep: Class 19 contains 106244 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 88438 members 
Mstep: Class 22 contains 899 members 
Mstep: Class 23 contains 1663 members 
Mstep: Class 24 contains 55748 members 
Mstep: Class 25 contains 18933 members 
Mstep: Class 26 contains 7134 members 
Mstep: Class 27 contains 9193 members 
Mstep: Class 28 contains 5730 members 
Mstep: Class 29 contains 22813 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2291 members 
Mstep: Class 32 contains 2940 members 
Mstep: Class 33 contains 3294 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 4000 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 179001 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 215081 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 185881 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 222439 members 
Mstep: Class 45 contains 1614 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90549448.000000 Penalty: 29671.000000
Iteration 174Q: 46 clusters Score -9.054945e+07 nChanged 16305
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101547 members 
Mstep: Class 3 contains 138494 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1384 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 218822 members 
Mstep: Class 9 contains 36972 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7105 members 
Mstep: Class 12 contains 60250 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 141639 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 102946 members 
Mstep: Class 19 contains 106084 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 88487 members 
Mstep: Class 22 contains 894 members 
Mstep: Class 23 contains 1633 members 
Mstep: Class 24 contains 58587 members 
Mstep: Class 25 contains 18942 members 
Mstep: Class 26 contains 7135 members 
Mstep: Class 27 contains 9193 members 
Mstep: Class 28 contains 5981 members 
Mstep: Class 29 contains 22523 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2286 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 3341 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 4002 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 179570 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 214744 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 185273 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 219881 members 
Mstep: Class 45 contains 1609 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90549736.000000 Penalty: 29671.000000
Iteration 175Q: 46 clusters Score -9.054974e+07 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101686 members 
Mstep: Class 3 contains 137951 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 218859 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7104 members 
Mstep: Class 12 contains 60274 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5322 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 142297 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 102359 members 
Mstep: Class 19 contains 105843 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 88552 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 1596 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 18952 members 
Mstep: Class 26 contains 7135 members 
Mstep: Class 27 contains 9193 members 
Mstep: Class 28 contains 6216 members 
Mstep: Class 29 contains 22240 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2288 members 
Mstep: Class 32 contains 3005 members 
Mstep: Class 33 contains 3393 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 4001 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 180115 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 214238 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 185134 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 217742 members 
Mstep: Class 45 contains 1609 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90549928.000000 Penalty: 29671.000000
Iteration 176Q: 46 clusters Score -9.054993e+07 nChanged 15064
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101766 members 
Mstep: Class 3 contains 137500 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 218886 members 
Mstep: Class 9 contains 36973 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7116 members 
Mstep: Class 12 contains 60314 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 142827 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 101785 members 
Mstep: Class 19 contains 105533 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 88620 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 1555 members 
Mstep: Class 24 contains 63576 members 
Mstep: Class 25 contains 18959 members 
Mstep: Class 26 contains 7133 members 
Mstep: Class 27 contains 9193 members 
Mstep: Class 28 contains 6446 members 
Mstep: Class 29 contains 21993 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2287 members 
Mstep: Class 32 contains 3038 members 
Mstep: Class 33 contains 3433 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 4001 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 180587 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 213705 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 185179 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 215978 members 
Mstep: Class 45 contains 1610 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90549656.000000 Penalty: 29671.000000
Iteration 177Q: 46 clusters Score -9.054966e+07 nChanged 14383
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101848 members 
Mstep: Class 3 contains 136952 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 218909 members 
Mstep: Class 9 contains 36975 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 60339 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 143232 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 101253 members 
Mstep: Class 19 contains 105272 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 88695 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 1508 members 
Mstep: Class 24 contains 65457 members 
Mstep: Class 25 contains 18962 members 
Mstep: Class 26 contains 7132 members 
Mstep: Class 27 contains 9193 members 
Mstep: Class 28 contains 6644 members 
Mstep: Class 29 contains 21783 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2282 members 
Mstep: Class 32 contains 3077 members 
Mstep: Class 33 contains 3452 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 4001 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 181132 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 213160 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 185404 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 214591 members 
Mstep: Class 45 contains 1611 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90549216.000000 Penalty: 29671.000000
Iteration 178Q: 46 clusters Score -9.054922e+07 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101921 members 
Mstep: Class 3 contains 136461 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 218923 members 
Mstep: Class 9 contains 36975 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7121 members 
Mstep: Class 12 contains 60392 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 5331 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 143372 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100741 members 
Mstep: Class 19 contains 105096 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 88784 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 1470 members 
Mstep: Class 24 contains 67064 members 
Mstep: Class 25 contains 18954 members 
Mstep: Class 26 contains 7131 members 
Mstep: Class 27 contains 9193 members 
Mstep: Class 28 contains 6859 members 
Mstep: Class 29 contains 21591 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2280 members 
Mstep: Class 32 contains 3105 members 
Mstep: Class 33 contains 3471 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 4003 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 181627 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 212571 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 185707 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 213560 members 
Mstep: Class 45 contains 1611 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90548752.000000 Penalty: 29671.000000
Iteration 179Q: 46 clusters Score -9.054875e+07 nChanged 13307
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102004 members 
Mstep: Class 3 contains 135778 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 218939 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 60449 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 143452 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100255 members 
Mstep: Class 19 contains 104998 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 88882 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 1432 members 
Mstep: Class 24 contains 68564 members 
Mstep: Class 25 contains 18954 members 
Mstep: Class 26 contains 7131 members 
Mstep: Class 27 contains 9194 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 21387 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2282 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 3481 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 4004 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 182187 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 212009 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 186035 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 212667 members 
Mstep: Class 45 contains 1610 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90561112.000000 Penalty: 29671.000000
Iteration 180F: 46 clusters Score -9.056111e+07 nChanged 30159
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101557 members 
Mstep: Class 3 contains 134725 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 218902 members 
Mstep: Class 9 contains 36975 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7107 members 
Mstep: Class 12 contains 60486 members 
Mstep: Class 13 contains 479 members 
Mstep: Class 14 contains 5351 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 143307 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 99785 members 
Mstep: Class 19 contains 104341 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 89007 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 80394 members 
Mstep: Class 25 contains 18947 members 
Mstep: Class 26 contains 7131 members 
Mstep: Class 27 contains 9195 members 
Mstep: Class 28 contains 7273 members 
Mstep: Class 29 contains 15832 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2279 members 
Mstep: Class 32 contains 3137 members 
Mstep: Class 33 contains 3483 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 177530 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 211299 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 185888 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 214360 members 
Mstep: Class 45 contains 1609 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90556712.000000 Penalty: 29671.000000
Iteration 181Q: 46 clusters Score -9.055671e+07 nChanged 33086
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101173 members 
Mstep: Class 3 contains 133812 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 218877 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7111 members 
Mstep: Class 12 contains 60525 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5361 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 143081 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 99342 members 
Mstep: Class 19 contains 104392 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 89174 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 93441 members 
Mstep: Class 25 contains 18951 members 
Mstep: Class 26 contains 7131 members 
Mstep: Class 27 contains 9194 members 
Mstep: Class 28 contains 7452 members 
Mstep: Class 29 contains 12612 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2272 members 
Mstep: Class 32 contains 3118 members 
Mstep: Class 33 contains 3485 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 171052 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 211035 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 185068 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 213674 members 
Mstep: Class 45 contains 1609 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90555456.000000 Penalty: 29671.000000
Iteration 182Q: 46 clusters Score -9.055546e+07 nChanged 31810
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100937 members 
Mstep: Class 3 contains 132575 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 2125 members 
Mstep: Class 7 contains 218845 members 
Mstep: Class 9 contains 36972 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 60563 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 142513 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 98829 members 
Mstep: Class 19 contains 104598 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 89329 members 
Mstep: Class 22 contains 882 members 
Mstep: Class 23 contains 1372 members 
Mstep: Class 24 contains 107457 members 
Mstep: Class 25 contains 18961 members 
Mstep: Class 26 contains 7131 members 
Mstep: Class 27 contains 9193 members 
Mstep: Class 28 contains 7627 members 
Mstep: Class 29 contains 10767 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2278 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 3498 members 
Mstep: Class 34 contains 2645 members 
Mstep: Class 35 contains 4019 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 164562 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 210686 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 182131 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 213285 members 
Mstep: Class 45 contains 1609 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90555000.000000 Penalty: 29671.000000
Iteration 183Q: 46 clusters Score -9.0555e+07 nChanged 30371
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100849 members 
Mstep: Class 3 contains 130252 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 218832 members 
Mstep: Class 9 contains 36973 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7104 members 
Mstep: Class 12 contains 60594 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 141549 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 98345 members 
Mstep: Class 19 contains 104942 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 89457 members 
Mstep: Class 22 contains 875 members 
Mstep: Class 23 contains 1361 members 
Mstep: Class 24 contains 120966 members 
Mstep: Class 25 contains 18975 members 
Mstep: Class 26 contains 7131 members 
Mstep: Class 27 contains 9192 members 
Mstep: Class 28 contains 7817 members 
Mstep: Class 29 contains 9701 members 
Mstep: Class 30 contains 463 members 
Mstep: Class 31 contains 2285 members 
Mstep: Class 32 contains 3062 members 
Mstep: Class 33 contains 3585 members 
Mstep: Class 34 contains 2645 members 
Mstep: Class 35 contains 4024 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 160247 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 210439 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 177518 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 213115 members 
Mstep: Class 45 contains 1609 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90553632.000000 Penalty: 29671.000000
Iteration 184Q: 46 clusters Score -9.055363e+07 nChanged 29757
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100763 members 
Mstep: Class 3 contains 126612 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 218883 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7112 members 
Mstep: Class 12 contains 60629 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 140255 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 97951 members 
Mstep: Class 19 contains 105254 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 89581 members 
Mstep: Class 22 contains 866 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 134023 members 
Mstep: Class 25 contains 19005 members 
Mstep: Class 26 contains 7129 members 
Mstep: Class 27 contains 9191 members 
Mstep: Class 28 contains 7959 members 
Mstep: Class 29 contains 9031 members 
Mstep: Class 30 contains 462 members 
Mstep: Class 31 contains 2285 members 
Mstep: Class 32 contains 2983 members 
Mstep: Class 33 contains 3800 members 
Mstep: Class 34 contains 2645 members 
Mstep: Class 35 contains 4029 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 158343 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 210165 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 172455 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 212534 members 
Mstep: Class 45 contains 1609 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90551808.000000 Penalty: 29671.000000
Iteration 185Q: 46 clusters Score -9.055181e+07 nChanged 29082
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100653 members 
Mstep: Class 3 contains 122234 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 218980 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7118 members 
Mstep: Class 12 contains 60654 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 5424 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 138701 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 97816 members 
Mstep: Class 19 contains 105617 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 89665 members 
Mstep: Class 22 contains 865 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 146803 members 
Mstep: Class 25 contains 19035 members 
Mstep: Class 26 contains 7128 members 
Mstep: Class 27 contains 9190 members 
Mstep: Class 28 contains 8079 members 
Mstep: Class 29 contains 8463 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 2283 members 
Mstep: Class 32 contains 2936 members 
Mstep: Class 33 contains 4174 members 
Mstep: Class 34 contains 2646 members 
Mstep: Class 35 contains 4036 members 
Mstep: Class 36 contains 487 members 
Mstep: Class 37 contains 156764 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 209423 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 169189 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 211006 members 
Mstep: Class 45 contains 1609 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90549712.000000 Penalty: 29671.000000
Iteration 186Q: 46 clusters Score -9.054971e+07 nChanged 30188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100582 members 
Mstep: Class 3 contains 117669 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 219046 members 
Mstep: Class 9 contains 36978 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 60668 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 5432 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 137185 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 97819 members 
Mstep: Class 19 contains 105989 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 89707 members 
Mstep: Class 22 contains 866 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 157925 members 
Mstep: Class 25 contains 19059 members 
Mstep: Class 26 contains 7126 members 
Mstep: Class 27 contains 9190 members 
Mstep: Class 28 contains 8184 members 
Mstep: Class 29 contains 7965 members 
Mstep: Class 30 contains 460 members 
Mstep: Class 31 contains 2275 members 
Mstep: Class 32 contains 2957 members 
Mstep: Class 33 contains 4624 members 
Mstep: Class 34 contains 2646 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 155659 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 208284 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 167876 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 208952 members 
Mstep: Class 45 contains 1612 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90546224.000000 Penalty: 29671.000000
Iteration 187Q: 46 clusters Score -9.054622e+07 nChanged 29707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100491 members 
Mstep: Class 3 contains 115451 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 219107 members 
Mstep: Class 9 contains 36982 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7158 members 
Mstep: Class 12 contains 60676 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5449 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 135951 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 97827 members 
Mstep: Class 19 contains 106420 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 89708 members 
Mstep: Class 22 contains 867 members 
Mstep: Class 23 contains 1365 members 
Mstep: Class 24 contains 164501 members 
Mstep: Class 25 contains 19090 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 9191 members 
Mstep: Class 28 contains 8282 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2274 members 
Mstep: Class 32 contains 3022 members 
Mstep: Class 33 contains 5111 members 
Mstep: Class 34 contains 2647 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 154969 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 206837 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 168620 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 206460 members 
Mstep: Class 45 contains 1614 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90544016.000000 Penalty: 29671.000000
Iteration 188Q: 46 clusters Score -9.054402e+07 nChanged 27743
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100470 members 
Mstep: Class 3 contains 115186 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 219180 members 
Mstep: Class 9 contains 36988 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7188 members 
Mstep: Class 12 contains 60673 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5475 members 
Mstep: Class 15 contains 506 members 
Mstep: Class 16 contains 135033 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 97998 members 
Mstep: Class 19 contains 106860 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 89651 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 167378 members 
Mstep: Class 25 contains 19127 members 
Mstep: Class 26 contains 7124 members 
Mstep: Class 27 contains 9190 members 
Mstep: Class 28 contains 8343 members 
Mstep: Class 29 contains 7272 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2276 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 5517 members 
Mstep: Class 34 contains 2648 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 154719 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 205016 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 171510 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 202975 members 
Mstep: Class 45 contains 1617 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90544216.000000 Penalty: 29671.000000
Iteration 189Q: 46 clusters Score -9.054422e+07 nChanged 24945
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100497 members 
Mstep: Class 3 contains 115910 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 219183 members 
Mstep: Class 9 contains 36975 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7201 members 
Mstep: Class 12 contains 60628 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 5511 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 134162 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 98194 members 
Mstep: Class 19 contains 107224 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 89574 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 168392 members 
Mstep: Class 25 contains 19151 members 
Mstep: Class 26 contains 7124 members 
Mstep: Class 27 contains 9189 members 
Mstep: Class 28 contains 8398 members 
Mstep: Class 29 contains 7006 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2278 members 
Mstep: Class 32 contains 3224 members 
Mstep: Class 33 contains 5787 members 
Mstep: Class 34 contains 2649 members 
Mstep: Class 35 contains 4044 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 155466 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 202918 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 174545 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 199706 members 
Mstep: Class 45 contains 1617 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90544240.000000 Penalty: 29671.000000
Iteration 190Q: 46 clusters Score -9.054424e+07 nChanged 23380
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100553 members 
Mstep: Class 3 contains 117204 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 219133 members 
Mstep: Class 9 contains 36969 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7195 members 
Mstep: Class 12 contains 60580 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 5551 members 
Mstep: Class 15 contains 505 members 
Mstep: Class 16 contains 133246 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 98319 members 
Mstep: Class 19 contains 107699 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 89491 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 168442 members 
Mstep: Class 25 contains 19161 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 9185 members 
Mstep: Class 28 contains 8461 members 
Mstep: Class 29 contains 6775 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2275 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 5915 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 4047 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 157076 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 200756 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 177082 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 196685 members 
Mstep: Class 45 contains 1616 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90543176.000000 Penalty: 29671.000000
Iteration 191Q: 46 clusters Score -9.054318e+07 nChanged 22648
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100692 members 
Mstep: Class 3 contains 118782 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 219068 members 
Mstep: Class 9 contains 36959 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7176 members 
Mstep: Class 12 contains 60527 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 5585 members 
Mstep: Class 15 contains 505 members 
Mstep: Class 16 contains 132525 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 98436 members 
Mstep: Class 19 contains 108235 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 89385 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 167972 members 
Mstep: Class 25 contains 19159 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 9185 members 
Mstep: Class 28 contains 8529 members 
Mstep: Class 29 contains 6548 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2275 members 
Mstep: Class 32 contains 3492 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 4050 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 159513 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 198543 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 178940 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 193608 members 
Mstep: Class 45 contains 1616 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90541488.000000 Penalty: 29671.000000
Iteration 192Q: 46 clusters Score -9.054149e+07 nChanged 22789
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100857 members 
Mstep: Class 3 contains 120512 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 219009 members 
Mstep: Class 9 contains 36954 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7188 members 
Mstep: Class 12 contains 60464 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 505 members 
Mstep: Class 16 contains 132104 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 98567 members 
Mstep: Class 19 contains 108882 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 89293 members 
Mstep: Class 22 contains 868 members 
Mstep: Class 23 contains 1375 members 
Mstep: Class 24 contains 167084 members 
Mstep: Class 25 contains 19142 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 9185 members 
Mstep: Class 28 contains 8591 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2274 members 
Mstep: Class 32 contains 3614 members 
Mstep: Class 33 contains 5886 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 4052 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 162477 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 195854 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 180321 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 190832 members 
Mstep: Class 45 contains 1616 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90540040.000000 Penalty: 29671.000000
Iteration 193Q: 46 clusters Score -9.054004e+07 nChanged 22207
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101029 members 
Mstep: Class 3 contains 122263 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1393 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 218946 members 
Mstep: Class 9 contains 36948 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7199 members 
Mstep: Class 12 contains 60396 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5656 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 132119 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 98777 members 
Mstep: Class 19 contains 109508 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 89212 members 
Mstep: Class 22 contains 865 members 
Mstep: Class 23 contains 1377 members 
Mstep: Class 24 contains 165857 members 
Mstep: Class 25 contains 19141 members 
Mstep: Class 26 contains 7124 members 
Mstep: Class 27 contains 9185 members 
Mstep: Class 28 contains 8664 members 
Mstep: Class 29 contains 6061 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2273 members 
Mstep: Class 32 contains 3739 members 
Mstep: Class 33 contains 5786 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 4055 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 165441 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 192749 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 182128 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 187962 members 
Mstep: Class 45 contains 1614 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90538808.000000 Penalty: 29671.000000
Iteration 194Q: 46 clusters Score -9.053881e+07 nChanged 22180
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101233 members 
Mstep: Class 3 contains 124078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1394 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 218889 members 
Mstep: Class 9 contains 36946 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7199 members 
Mstep: Class 12 contains 60333 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 5697 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 132318 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 99051 members 
Mstep: Class 19 contains 110097 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 89148 members 
Mstep: Class 22 contains 865 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 164272 members 
Mstep: Class 25 contains 19135 members 
Mstep: Class 26 contains 7124 members 
Mstep: Class 27 contains 9186 members 
Mstep: Class 28 contains 8739 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2267 members 
Mstep: Class 32 contains 3869 members 
Mstep: Class 33 contains 5622 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 4055 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 168657 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 189319 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 184236 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 184967 members 
Mstep: Class 45 contains 1614 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90538792.000000 Penalty: 29671.000000
Iteration 195Q: 46 clusters Score -9.053879e+07 nChanged 22494
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101415 members 
Mstep: Class 3 contains 125715 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 218827 members 
Mstep: Class 9 contains 36949 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 60292 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 5736 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 132648 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 99379 members 
Mstep: Class 19 contains 110646 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 89090 members 
Mstep: Class 22 contains 866 members 
Mstep: Class 23 contains 1382 members 
Mstep: Class 24 contains 162294 members 
Mstep: Class 25 contains 19129 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 9186 members 
Mstep: Class 28 contains 8828 members 
Mstep: Class 29 contains 5406 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2259 members 
Mstep: Class 32 contains 3989 members 
Mstep: Class 33 contains 5372 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 4055 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 172093 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 185683 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 186653 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 182186 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90538568.000000 Penalty: 29671.000000
Iteration 196Q: 46 clusters Score -9.053857e+07 nChanged 22527
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101572 members 
Mstep: Class 3 contains 127274 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 218733 members 
Mstep: Class 9 contains 36941 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7270 members 
Mstep: Class 12 contains 60263 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 5766 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 133215 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 99768 members 
Mstep: Class 19 contains 111097 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 89026 members 
Mstep: Class 22 contains 868 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 159923 members 
Mstep: Class 25 contains 19117 members 
Mstep: Class 26 contains 7124 members 
Mstep: Class 27 contains 9187 members 
Mstep: Class 28 contains 8922 members 
Mstep: Class 29 contains 5029 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2263 members 
Mstep: Class 32 contains 4121 members 
Mstep: Class 33 contains 5058 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 4055 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 175874 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 181761 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 189004 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 179802 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90538528.000000 Penalty: 29671.000000
Iteration 197Q: 46 clusters Score -9.053853e+07 nChanged 22973
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101689 members 
Mstep: Class 3 contains 128859 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 218639 members 
Mstep: Class 9 contains 36937 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 60265 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 14 contains 5777 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 133854 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100243 members 
Mstep: Class 19 contains 111685 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88966 members 
Mstep: Class 22 contains 868 members 
Mstep: Class 23 contains 1384 members 
Mstep: Class 24 contains 157248 members 
Mstep: Class 25 contains 19097 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 9185 members 
Mstep: Class 28 contains 9025 members 
Mstep: Class 29 contains 4634 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2261 members 
Mstep: Class 32 contains 4243 members 
Mstep: Class 33 contains 4685 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 4055 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 179814 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 177614 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 191520 members 
Mstep: Class 43 contains 2429 members 
Mstep: Class 44 contains 177400 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90539280.000000 Penalty: 29671.000000
Iteration 198Q: 46 clusters Score -9.053928e+07 nChanged 23581
Entering ConstructFrom: 
Score: -90539280.000000 Penalty: 29671.000000
Entering ConstructFrom: 
Trying to split cluster 1 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -35363.726562 Penalty: 304.602570
	Iteration 0F: 2 clusters Score -35363.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34720.035156 Penalty: 609.205139
	Iteration 0F: 3 clusters Score -34720.04 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -34901.449219 Penalty: 609.205139
	Iteration 1F: 3 clusters Score -34901.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34960.796875 Penalty: 609.205139
	Iteration 2F: 3 clusters Score -34960.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35011.296875 Penalty: 609.205139
	Iteration 3F: 3 clusters Score -35011.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35043.230469 Penalty: 609.205139
	Iteration 4Q: 3 clusters Score -35043.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35065.535156 Penalty: 609.205139
	Iteration 5Q: 3 clusters Score -35065.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35077.117188 Penalty: 609.205139
	Iteration 6Q: 3 clusters Score -35077.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35090.351562 Penalty: 609.205139
	Iteration 7Q: 3 clusters Score -35090.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35096.449219 Penalty: 609.205139
	Iteration 8Q: 3 clusters Score -35096.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35101.542969 Penalty: 609.205139
	Iteration 9Q: 3 clusters Score -35101.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -35108.089844 Penalty: 609.205139
	Iteration 10Q: 3 clusters Score -35108.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -35114.375000 Penalty: 609.205139
	Iteration 11Q: 3 clusters Score -35114.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35117.113281 Penalty: 609.205139
	Iteration 12Q: 3 clusters Score -35117.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35120.777344 Penalty: 609.205139
	Iteration 13Q: 3 clusters Score -35120.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35123.664062 Penalty: 609.205139
	Iteration 14Q: 3 clusters Score -35123.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -35128.621094 Penalty: 609.205139
	Iteration 15Q: 3 clusters Score -35128.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35133.628906 Penalty: 609.205139
	Iteration 16Q: 3 clusters Score -35133.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -35137.175781 Penalty: 609.205139
	Iteration 17Q: 3 clusters Score -35137.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -35144.023438 Penalty: 609.205139
	Iteration 18Q: 3 clusters Score -35144.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -35147.886719 Penalty: 609.205139
	Iteration 19Q: 3 clusters Score -35147.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -35150.882812 Penalty: 609.205139
	Iteration 20F: 3 clusters Score -35150.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -35152.027344 Penalty: 609.205139
	Iteration 21Q: 3 clusters Score -35152.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -35152.777344 Penalty: 609.205139
	Iteration 22Q: 3 clusters Score -35152.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -35154.078125 Penalty: 609.205139
	Iteration 23Q: 3 clusters Score -35154.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -35155.464844 Penalty: 609.205139
	Iteration 24Q: 3 clusters Score -35155.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -35156.093750 Penalty: 609.205139
	Iteration 25Q: 3 clusters Score -35156.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -35157.535156 Penalty: 609.205139
	Iteration 26Q: 3 clusters Score -35157.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -35158.582031 Penalty: 609.205139
	Iteration 27Q: 3 clusters Score -35158.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -35159.507812 Penalty: 609.205139
	Iteration 28Q: 3 clusters Score -35159.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -35160.421875 Penalty: 609.205139
	Iteration 29Q: 3 clusters Score -35160.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -35161.355469 Penalty: 609.205139
	Iteration 30Q: 3 clusters Score -35161.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -35161.492188 Penalty: 609.205139
	Iteration 31Q: 3 clusters Score -35161.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -35161.601562 Penalty: 609.205139
	Iteration 32Q: 3 clusters Score -35161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -35161.730469 Penalty: 609.205139
	Iteration 33Q: 3 clusters Score -35161.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35161.964844 Penalty: 609.205139
	Iteration 34Q: 3 clusters Score -35161.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35161.964844 Penalty: 609.205139
	Iteration 35F: 3 clusters Score -35161.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (101813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Entering Unmasked Estep 
Score: -4885619.000000 Penalty: 524.655640
	Iteration 0F: 2 clusters Score -4885619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -4816870.500000 Penalty: 1049.311279
	Iteration 0F: 3 clusters Score -4816870 nChanged 49757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -4847643.000000 Penalty: 1049.311279
	Iteration 1F: 3 clusters Score -4847643 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -4850702.000000 Penalty: 1049.311279
	Iteration 2F: 3 clusters Score -4850702 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -4855706.000000 Penalty: 1049.311279
	Iteration 3F: 3 clusters Score -4855706 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71462 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -4862255.000000 Penalty: 1049.311279
	Iteration 4F: 3 clusters Score -4862255 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -4869056.500000 Penalty: 1049.311279
	Iteration 5F: 3 clusters Score -4869056 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4874355.000000 Penalty: 1049.311279
	Iteration 6F: 3 clusters Score -4874355 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4877232.000000 Penalty: 1049.311279
	Iteration 7Q: 3 clusters Score -4877232 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -4878516.500000 Penalty: 1049.311279
	Iteration 8Q: 3 clusters Score -4878516 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -4879196.500000 Penalty: 1049.311279
	Iteration 9Q: 3 clusters Score -4879196 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -4879833.000000 Penalty: 1049.311279
	Iteration 10Q: 3 clusters Score -4879833 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -4880380.000000 Penalty: 1049.311279
	Iteration 11Q: 3 clusters Score -4880380 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4880921.500000 Penalty: 1049.311279
	Iteration 12Q: 3 clusters Score -4880922 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -4881405.500000 Penalty: 1049.311279
	Iteration 13Q: 3 clusters Score -4881406 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -4881842.000000 Penalty: 1049.311279
	Iteration 14Q: 3 clusters Score -4881842 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4882213.500000 Penalty: 1049.311279
	Iteration 15Q: 3 clusters Score -4882214 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94513 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -4882602.000000 Penalty: 1049.311279
	Iteration 16Q: 3 clusters Score -4882602 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -4882956.500000 Penalty: 1049.311279
	Iteration 17Q: 3 clusters Score -4882956 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -4883306.000000 Penalty: 1049.311279
	Iteration 18Q: 3 clusters Score -4883306 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4883619.000000 Penalty: 1049.311279
	Iteration 19Q: 3 clusters Score -4883619 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4883927.500000 Penalty: 1049.311279
	Iteration 20F: 3 clusters Score -4883928 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -4884173.000000 Penalty: 1049.311279
	Iteration 21Q: 3 clusters Score -4884173 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4884421.000000 Penalty: 1049.311279
	Iteration 22Q: 3 clusters Score -4884421 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4884600.500000 Penalty: 1049.311279
	Iteration 23Q: 3 clusters Score -4884600 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99443 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4884724.500000 Penalty: 1049.311279
	Iteration 24Q: 3 clusters Score -4884724 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4884816.000000 Penalty: 1049.311279
	Iteration 25Q: 3 clusters Score -4884816 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4884881.000000 Penalty: 1049.311279
	Iteration 26Q: 3 clusters Score -4884881 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100085 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4884935.000000 Penalty: 1049.311279
	Iteration 27Q: 3 clusters Score -4884935 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4884986.000000 Penalty: 1049.311279
	Iteration 28Q: 3 clusters Score -4884986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4885032.500000 Penalty: 1049.311279
	Iteration 29Q: 3 clusters Score -4885032 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4885061.000000 Penalty: 1049.311279
	Iteration 30Q: 3 clusters Score -4885061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4885092.000000 Penalty: 1049.311279
	Iteration 31Q: 3 clusters Score -4885092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4885106.000000 Penalty: 1049.311279
	Iteration 32Q: 3 clusters Score -4885106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100633 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4885110.500000 Penalty: 1049.311279
	Iteration 33Q: 3 clusters Score -4885110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100692 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4885127.500000 Penalty: 1049.311279
	Iteration 34Q: 3 clusters Score -4885128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100737 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4885153.000000 Penalty: 1049.311279
	Iteration 35Q: 3 clusters Score -4885153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100778 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4885162.500000 Penalty: 1049.311279
	Iteration 36Q: 3 clusters Score -4885162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100809 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4885160.000000 Penalty: 1049.311279
	Iteration 37Q: 3 clusters Score -4885160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4885166.500000 Penalty: 1049.311279
	Iteration 38Q: 3 clusters Score -4885166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4885181.000000 Penalty: 1049.311279
	Iteration 39Q: 3 clusters Score -4885181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4885172.500000 Penalty: 1049.311279
	Iteration 40F: 3 clusters Score -4885172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4885181.500000 Penalty: 1049.311279
	Iteration 41Q: 3 clusters Score -4885182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4885192.000000 Penalty: 1049.311279
	Iteration 42Q: 3 clusters Score -4885192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4885194.500000 Penalty: 1049.311279
	Iteration 43Q: 3 clusters Score -4885194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4885201.500000 Penalty: 1049.311279
	Iteration 44Q: 3 clusters Score -4885202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4885202.000000 Penalty: 1049.311279
	Iteration 45Q: 3 clusters Score -4885202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100939 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4885205.500000 Penalty: 1049.311279
	Iteration 46Q: 3 clusters Score -4885206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4885202.000000 Penalty: 1049.311279
	Iteration 47Q: 3 clusters Score -4885202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4885202.500000 Penalty: 1049.311279
	Iteration 48Q: 3 clusters Score -4885202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4885213.500000 Penalty: 1049.311279
	Iteration 49Q: 3 clusters Score -4885214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100982 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4885215.500000 Penalty: 1049.311279
	Iteration 50Q: 3 clusters Score -4885216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4885220.500000 Penalty: 1049.311279
	Iteration 51Q: 3 clusters Score -4885220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100999 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4885224.000000 Penalty: 1049.311279
	Iteration 52Q: 3 clusters Score -4885224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101009 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4885222.000000 Penalty: 1049.311279
	Iteration 53Q: 3 clusters Score -4885222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101016 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4885228.500000 Penalty: 1049.311279
	Iteration 54Q: 3 clusters Score -4885228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4885228.500000 Penalty: 1049.311279
	Iteration 55Q: 3 clusters Score -4885228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4885229.500000 Penalty: 1049.311279
	Iteration 56Q: 3 clusters Score -4885230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4885229.500000 Penalty: 1049.311279
	Iteration 57Q: 3 clusters Score -4885230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101027 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4885230.500000 Penalty: 1049.311279
	Iteration 58Q: 3 clusters Score -4885230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4885228.500000 Penalty: 1049.311279
	Iteration 59Q: 3 clusters Score -4885228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4885231.500000 Penalty: 1049.311279
	Iteration 60F: 3 clusters Score -4885232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4885232.000000 Penalty: 1049.311279
	Iteration 61Q: 3 clusters Score -4885232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4885231.000000 Penalty: 1049.311279
	Iteration 62Q: 3 clusters Score -4885231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101036 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4885230.000000 Penalty: 1049.311279
	Iteration 63Q: 3 clusters Score -4885230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4885226.000000 Penalty: 1049.311279
	Iteration 64Q: 3 clusters Score -4885226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101040 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4885224.500000 Penalty: 1049.311279
	Iteration 65Q: 3 clusters Score -4885224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4885225.500000 Penalty: 1049.311279
	Iteration 66Q: 3 clusters Score -4885226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4885226.500000 Penalty: 1049.311279
	Iteration 67Q: 3 clusters Score -4885226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4885229.500000 Penalty: 1049.311279
	Iteration 68Q: 3 clusters Score -4885230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101049 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4885233.000000 Penalty: 1049.311279
	Iteration 69Q: 3 clusters Score -4885233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4885235.500000 Penalty: 1049.311279
	Iteration 70Q: 3 clusters Score -4885236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101053 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4885237.500000 Penalty: 1049.311279
	Iteration 71Q: 3 clusters Score -4885238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4885236.500000 Penalty: 1049.311279
	Iteration 72Q: 3 clusters Score -4885236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101061 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4885241.000000 Penalty: 1049.311279
	Iteration 73Q: 3 clusters Score -4885241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4885240.500000 Penalty: 1049.311279
	Iteration 74Q: 3 clusters Score -4885240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4885242.000000 Penalty: 1049.311279
	Iteration 75Q: 3 clusters Score -4885242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4885243.000000 Penalty: 1049.311279
	Iteration 76Q: 3 clusters Score -4885243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4885243.000000 Penalty: 1049.311279
	Iteration 77F: 3 clusters Score -4885243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (130078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130078 members 
Entering Unmasked Estep 
Score: -6492918.500000 Penalty: 535.802979
	Iteration 0F: 2 clusters Score -6492918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -6413996.500000 Penalty: 1071.605957
	Iteration 0F: 3 clusters Score -6413996 nChanged 63732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -6453943.500000 Penalty: 1071.605957
	Iteration 1F: 3 clusters Score -6453944 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -6456680.500000 Penalty: 1071.605957
	Iteration 2Q: 3 clusters Score -6456680 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -6460864.500000 Penalty: 1071.605957
	Iteration 3F: 3 clusters Score -6460864 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -6467221.000000 Penalty: 1071.605957
	Iteration 4F: 3 clusters Score -6467221 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -6476015.500000 Penalty: 1071.605957
	Iteration 5F: 3 clusters Score -6476016 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84454 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -6483449.000000 Penalty: 1071.605957
	Iteration 6F: 3 clusters Score -6483449 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -6486408.000000 Penalty: 1071.605957
	Iteration 7Q: 3 clusters Score -6486408 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -6487345.000000 Penalty: 1071.605957
	Iteration 8Q: 3 clusters Score -6487345 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93566 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -6487975.000000 Penalty: 1071.605957
	Iteration 9Q: 3 clusters Score -6487975 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -6488434.500000 Penalty: 1071.605957
	Iteration 10Q: 3 clusters Score -6488434 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -6489307.500000 Penalty: 1071.605957
	Iteration 11Q: 3 clusters Score -6489308 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107079 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -6491054.000000 Penalty: 1071.605957
	Iteration 12Q: 3 clusters Score -6491054 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111520 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -6492084.000000 Penalty: 1071.605957
	Iteration 13Q: 3 clusters Score -6492084 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115383 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -6492719.000000 Penalty: 1071.605957
	Iteration 14Q: 3 clusters Score -6492719 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118468 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -6493196.500000 Penalty: 1071.605957
	Iteration 15Q: 3 clusters Score -6493196 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120805 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -6493306.500000 Penalty: 1071.605957
	Iteration 16Q: 3 clusters Score -6493306 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122542 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -6493303.500000 Penalty: 1071.605957
	Iteration 17Q: 3 clusters Score -6493304 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123878 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -6493217.000000 Penalty: 1071.605957
	Iteration 18Q: 3 clusters Score -6493217 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124838 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6493129.500000 Penalty: 1071.605957
	Iteration 19Q: 3 clusters Score -6493130 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125595 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -6493250.500000 Penalty: 1071.605957
	Iteration 20F: 3 clusters Score -6493250 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126405 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6493213.000000 Penalty: 1071.605957
	Iteration 21Q: 3 clusters Score -6493213 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126987 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6493139.500000 Penalty: 1071.605957
	Iteration 22Q: 3 clusters Score -6493140 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127460 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6493109.000000 Penalty: 1071.605957
	Iteration 23Q: 3 clusters Score -6493109 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127788 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6493088.500000 Penalty: 1071.605957
	Iteration 24Q: 3 clusters Score -6493088 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128042 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6493031.500000 Penalty: 1071.605957
	Iteration 25Q: 3 clusters Score -6493032 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128237 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6493017.500000 Penalty: 1071.605957
	Iteration 26Q: 3 clusters Score -6493018 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128385 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6492955.500000 Penalty: 1071.605957
	Iteration 27Q: 3 clusters Score -6492956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128512 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6492965.500000 Penalty: 1071.605957
	Iteration 28Q: 3 clusters Score -6492966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128605 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6492972.500000 Penalty: 1071.605957
	Iteration 29Q: 3 clusters Score -6492972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128701 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6492948.500000 Penalty: 1071.605957
	Iteration 30Q: 3 clusters Score -6492948 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128767 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6492956.000000 Penalty: 1071.605957
	Iteration 31Q: 3 clusters Score -6492956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128812 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6492941.000000 Penalty: 1071.605957
	Iteration 32Q: 3 clusters Score -6492941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128852 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6492937.000000 Penalty: 1071.605957
	Iteration 33Q: 3 clusters Score -6492937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6492921.500000 Penalty: 1071.605957
	Iteration 34Q: 3 clusters Score -6492922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128891 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6492918.000000 Penalty: 1071.605957
	Iteration 35Q: 3 clusters Score -6492918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6492921.000000 Penalty: 1071.605957
	Iteration 36Q: 3 clusters Score -6492921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128921 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6492914.000000 Penalty: 1071.605957
	Iteration 37Q: 3 clusters Score -6492914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6492912.000000 Penalty: 1071.605957
	Iteration 38Q: 3 clusters Score -6492912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128952 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6492906.500000 Penalty: 1071.605957
	Iteration 39Q: 3 clusters Score -6492906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128964 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6492902.000000 Penalty: 1071.605957
	Iteration 40F: 3 clusters Score -6492902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128981 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6492906.000000 Penalty: 1071.605957
	Iteration 41Q: 3 clusters Score -6492906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128989 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6492909.000000 Penalty: 1071.605957
	Iteration 42Q: 3 clusters Score -6492909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128992 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6492914.500000 Penalty: 1071.605957
	Iteration 43Q: 3 clusters Score -6492914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128992 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6492918.000000 Penalty: 1071.605957
	Iteration 44Q: 3 clusters Score -6492918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128993 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6492915.500000 Penalty: 1071.605957
	Iteration 45Q: 3 clusters Score -6492916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128991 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6492923.000000 Penalty: 1071.605957
	Iteration 46Q: 3 clusters Score -6492923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128992 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6492928.000000 Penalty: 1071.605957
	Iteration 47Q: 3 clusters Score -6492928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128987 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6492936.500000 Penalty: 1071.605957
	Iteration 48Q: 3 clusters Score -6492936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128982 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6492943.000000 Penalty: 1071.605957
	Iteration 49Q: 3 clusters Score -6492943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128972 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6492946.000000 Penalty: 1071.605957
	Iteration 50Q: 3 clusters Score -6492946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6492954.500000 Penalty: 1071.605957
	Iteration 51Q: 3 clusters Score -6492954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6492967.500000 Penalty: 1071.605957
	Iteration 52Q: 3 clusters Score -6492968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6492979.500000 Penalty: 1071.605957
	Iteration 53Q: 3 clusters Score -6492980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6492991.500000 Penalty: 1071.605957
	Iteration 54Q: 3 clusters Score -6492992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128883 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6493009.000000 Penalty: 1071.605957
	Iteration 55Q: 3 clusters Score -6493009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128854 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6493037.500000 Penalty: 1071.605957
	Iteration 56Q: 3 clusters Score -6493038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128821 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6493051.000000 Penalty: 1071.605957
	Iteration 57Q: 3 clusters Score -6493051 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128787 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6493087.000000 Penalty: 1071.605957
	Iteration 58Q: 3 clusters Score -6493087 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128748 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6493101.000000 Penalty: 1071.605957
	Iteration 59Q: 3 clusters Score -6493101 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128685 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6493149.500000 Penalty: 1071.605957
	Iteration 60F: 3 clusters Score -6493150 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128614 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6493218.500000 Penalty: 1071.605957
	Iteration 61Q: 3 clusters Score -6493218 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128531 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6493281.000000 Penalty: 1071.605957
	Iteration 62Q: 3 clusters Score -6493281 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128441 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6493349.500000 Penalty: 1071.605957
	Iteration 63Q: 3 clusters Score -6493350 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128314 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6493428.000000 Penalty: 1071.605957
	Iteration 64Q: 3 clusters Score -6493428 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128170 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6493532.500000 Penalty: 1071.605957
	Iteration 65Q: 3 clusters Score -6493532 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128029 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6493602.500000 Penalty: 1071.605957
	Iteration 66Q: 3 clusters Score -6493602 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127902 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6493682.500000 Penalty: 1071.605957
	Iteration 67Q: 3 clusters Score -6493682 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127803 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6493730.000000 Penalty: 1071.605957
	Iteration 68Q: 3 clusters Score -6493730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127717 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6493761.000000 Penalty: 1071.605957
	Iteration 69Q: 3 clusters Score -6493761 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127640 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6493806.000000 Penalty: 1071.605957
	Iteration 70Q: 3 clusters Score -6493806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -6493831.500000 Penalty: 1071.605957
	Iteration 71Q: 3 clusters Score -6493832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127511 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6493856.500000 Penalty: 1071.605957
	Iteration 72Q: 3 clusters Score -6493856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127449 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6493870.000000 Penalty: 1071.605957
	Iteration 73Q: 3 clusters Score -6493870 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127394 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6493905.000000 Penalty: 1071.605957
	Iteration 74Q: 3 clusters Score -6493905 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127341 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6493927.500000 Penalty: 1071.605957
	Iteration 75Q: 3 clusters Score -6493928 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127287 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6493958.500000 Penalty: 1071.605957
	Iteration 76Q: 3 clusters Score -6493958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127240 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6493964.000000 Penalty: 1071.605957
	Iteration 77Q: 3 clusters Score -6493964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127198 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6493968.000000 Penalty: 1071.605957
	Iteration 78Q: 3 clusters Score -6493968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -6493984.500000 Penalty: 1071.605957
	Iteration 79Q: 3 clusters Score -6493984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6494047.500000 Penalty: 1071.605957
	Iteration 80F: 3 clusters Score -6494048 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127029 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -6494121.500000 Penalty: 1071.605957
	Iteration 81Q: 3 clusters Score -6494122 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126889 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -6494162.000000 Penalty: 1071.605957
	Iteration 82Q: 3 clusters Score -6494162 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126772 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3430 members 
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Mstep: Class 2 contains 3568 members 
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Mstep: Class 2 contains 3709 members 
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Mstep: Class 1 contains 120924 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -6495316.500000 Penalty: 1071.605957
	Iteration 177Q: 3 clusters Score -6495316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -6495321.500000 Penalty: 1071.605957
	Iteration 178Q: 3 clusters Score -6495322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120870 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -6495314.500000 Penalty: 1071.605957
	Iteration 179Q: 3 clusters Score -6495314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120845 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -6495321.000000 Penalty: 1071.605957
	Iteration 180F: 3 clusters Score -6495321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120823 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -6495319.000000 Penalty: 1071.605957
	Iteration 181Q: 3 clusters Score -6495319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -6495327.500000 Penalty: 1071.605957
	Iteration 182Q: 3 clusters Score -6495328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -6495321.500000 Penalty: 1071.605957
	Iteration 183Q: 3 clusters Score -6495322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120772 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -6495325.000000 Penalty: 1071.605957
	Iteration 184Q: 3 clusters Score -6495325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120753 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -6495328.000000 Penalty: 1071.605957
	Iteration 185Q: 3 clusters Score -6495328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120732 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -6495326.500000 Penalty: 1071.605957
	Iteration 186Q: 3 clusters Score -6495326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120713 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -6495321.500000 Penalty: 1071.605957
	Iteration 187Q: 3 clusters Score -6495322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120697 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -6495322.000000 Penalty: 1071.605957
	Iteration 188Q: 3 clusters Score -6495322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120687 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -6495319.500000 Penalty: 1071.605957
	Iteration 189Q: 3 clusters Score -6495320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -6495323.500000 Penalty: 1071.605957
	Iteration 190Q: 3 clusters Score -6495324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120670 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -6495331.000000 Penalty: 1071.605957
	Iteration 191Q: 3 clusters Score -6495331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120665 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -6495333.500000 Penalty: 1071.605957
	Iteration 192Q: 3 clusters Score -6495334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120658 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -6495338.000000 Penalty: 1071.605957
	Iteration 193Q: 3 clusters Score -6495338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120647 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -6495332.500000 Penalty: 1071.605957
	Iteration 194Q: 3 clusters Score -6495332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120636 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -6495327.000000 Penalty: 1071.605957
	Iteration 195Q: 3 clusters Score -6495327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120630 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -6495334.500000 Penalty: 1071.605957
	Iteration 196Q: 3 clusters Score -6495334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120626 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -6495341.000000 Penalty: 1071.605957
	Iteration 197Q: 3 clusters Score -6495341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120620 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -6495341.000000 Penalty: 1071.605957
	Iteration 198Q: 3 clusters Score -6495341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120615 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -6495339.000000 Penalty: 1071.605957
	Iteration 199Q: 3 clusters Score -6495339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -6495349.500000 Penalty: 1071.605957
	Iteration 200F: 3 clusters Score -6495350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120598 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -6495344.500000 Penalty: 1071.605957
	Iteration 201Q: 3 clusters Score -6495344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120586 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -6495336.500000 Penalty: 1071.605957
	Iteration 202Q: 3 clusters Score -6495336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120572 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -6495327.500000 Penalty: 1071.605957
	Iteration 203Q: 3 clusters Score -6495328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120563 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -6495327.000000 Penalty: 1071.605957
	Iteration 204Q: 3 clusters Score -6495327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120554 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -6495321.500000 Penalty: 1071.605957
	Iteration 205Q: 3 clusters Score -6495322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120547 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -6495314.000000 Penalty: 1071.605957
	Iteration 206Q: 3 clusters Score -6495314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120535 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -6495319.000000 Penalty: 1071.605957
	Iteration 207Q: 3 clusters Score -6495319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120528 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -6495330.500000 Penalty: 1071.605957
	Iteration 208Q: 3 clusters Score -6495330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120525 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -6495329.500000 Penalty: 1071.605957
	Iteration 209Q: 3 clusters Score -6495330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120520 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -6495335.000000 Penalty: 1071.605957
	Iteration 210Q: 3 clusters Score -6495335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120514 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -6495337.500000 Penalty: 1071.605957
	Iteration 211Q: 3 clusters Score -6495338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120508 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -6495330.500000 Penalty: 1071.605957
	Iteration 212Q: 3 clusters Score -6495330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120506 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -6495332.000000 Penalty: 1071.605957
	Iteration 213Q: 3 clusters Score -6495332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120505 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -6495335.500000 Penalty: 1071.605957
	Iteration 214Q: 3 clusters Score -6495336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120505 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -6495335.500000 Penalty: 1071.605957
	Iteration 215F: 3 clusters Score -6495336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 120505 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 9573 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 154518 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 9185 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 183559 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 194514 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Entering Unmasked Estep 
Score: -90539096.000000 Penalty: 30330.355469
Splitting cluster 3 changes total score from -90539280.000000 to -90539096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -8797.210938 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -8797.211 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 150 members 
Entering Unmasked Estep 
Score: -8513.626953 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -8513.627 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8873.457031 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -8873.457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9001.026367 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -9001.026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9100.175781 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -9100.176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9223.931641 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -9223.932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9345.928711 Penalty: 517.822693
	Iteration 5F: 3 clusters Score -9345.929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9485.666992 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -9485.667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9567.239258 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -9567.239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9739.097656 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -9739.098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9842.854492 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -9842.854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9842.854492 Penalty: 517.822693
	Iteration 10F: 3 clusters Score -9842.854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 69 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 227 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 154518 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 9185 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 183559 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 194514 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Entering Unmasked Estep 
Score: -90537832.000000 Penalty: 30330.355469
Splitting cluster 4 changes total score from -90539280.000000 to -90537832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -67361.117188 Penalty: 329.547302
	Iteration 0F: 2 clusters Score -67361.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -66303.226562 Penalty: 659.094604
	Iteration 0F: 3 clusters Score -66303.23 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -66615.250000 Penalty: 659.094604
	Iteration 1F: 3 clusters Score -66615.25 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -66664.609375 Penalty: 659.094604
	Iteration 2F: 3 clusters Score -66664.61 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -66689.929688 Penalty: 659.094604
	Iteration 3Q: 3 clusters Score -66689.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -66710.953125 Penalty: 659.094604
	Iteration 4Q: 3 clusters Score -66710.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -66734.265625 Penalty: 659.094604
	Iteration 5Q: 3 clusters Score -66734.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -66757.117188 Penalty: 659.094604
	Iteration 6Q: 3 clusters Score -66757.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -66809.343750 Penalty: 659.094604
	Iteration 7Q: 3 clusters Score -66809.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -66879.367188 Penalty: 659.094604
	Iteration 8F: 3 clusters Score -66879.37 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -66960.343750 Penalty: 659.094604
	Iteration 9F: 3 clusters Score -66960.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -67044.109375 Penalty: 659.094604
	Iteration 10F: 3 clusters Score -67044.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -67092.273438 Penalty: 659.094604
	Iteration 11Q: 3 clusters Score -67092.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -67121.226562 Penalty: 659.094604
	Iteration 12Q: 3 clusters Score -67121.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -67139.242188 Penalty: 659.094604
	Iteration 13Q: 3 clusters Score -67139.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -67161.062500 Penalty: 659.094604
	Iteration 14Q: 3 clusters Score -67161.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -67174.601562 Penalty: 659.094604
	Iteration 15Q: 3 clusters Score -67174.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -67179.218750 Penalty: 659.094604
	Iteration 16Q: 3 clusters Score -67179.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -67179.476562 Penalty: 659.094604
	Iteration 17Q: 3 clusters Score -67179.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -67179.476562 Penalty: 659.094604
	Iteration 18F: 3 clusters Score -67179.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -101669.289062 Penalty: 351.301178
	Iteration 0F: 2 clusters Score -101669.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -100094.929688 Penalty: 702.602356
	Iteration 0F: 3 clusters Score -100094.9 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -100646.062500 Penalty: 702.602356
	Iteration 1F: 3 clusters Score -100646.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -100718.140625 Penalty: 702.602356
	Iteration 2F: 3 clusters Score -100718.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -100763.609375 Penalty: 702.602356
	Iteration 3Q: 3 clusters Score -100763.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -100801.695312 Penalty: 702.602356
	Iteration 4Q: 3 clusters Score -100801.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -100846.046875 Penalty: 702.602356
	Iteration 5Q: 3 clusters Score -100846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -100889.835938 Penalty: 702.602356
	Iteration 6Q: 3 clusters Score -100889.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -100928.507812 Penalty: 702.602356
	Iteration 7Q: 3 clusters Score -100928.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -100979.781250 Penalty: 702.602356
	Iteration 8Q: 3 clusters Score -100979.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -101061.164062 Penalty: 702.602356
	Iteration 9Q: 3 clusters Score -101061.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -101174.007812 Penalty: 702.602356
	Iteration 10Q: 3 clusters Score -101174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -101291.890625 Penalty: 702.602356
	Iteration 11Q: 3 clusters Score -101291.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -101386.695312 Penalty: 702.602356
	Iteration 12Q: 3 clusters Score -101386.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -101456.335938 Penalty: 702.602356
	Iteration 13Q: 3 clusters Score -101456.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -101518.765625 Penalty: 702.602356
	Iteration 14Q: 3 clusters Score -101518.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -101563.757812 Penalty: 702.602356
	Iteration 15Q: 3 clusters Score -101563.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -101592.242188 Penalty: 702.602356
	Iteration 16Q: 3 clusters Score -101592.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -101607.406250 Penalty: 702.602356
	Iteration 17Q: 3 clusters Score -101607.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -101620.234375 Penalty: 702.602356
	Iteration 18Q: 3 clusters Score -101620.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -101633.039062 Penalty: 702.602356
	Iteration 19Q: 3 clusters Score -101633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -101639.742188 Penalty: 702.602356
	Iteration 20F: 3 clusters Score -101639.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -101644.171875 Penalty: 702.602356
	Iteration 21Q: 3 clusters Score -101644.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -101647.414062 Penalty: 702.602356
	Iteration 22Q: 3 clusters Score -101647.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -101648.906250 Penalty: 702.602356
	Iteration 23Q: 3 clusters Score -101648.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -101650.375000 Penalty: 702.602356
	Iteration 24Q: 3 clusters Score -101650.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -101650.789062 Penalty: 702.602356
	Iteration 25Q: 3 clusters Score -101650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -101650.882812 Penalty: 702.602356
	Iteration 26Q: 3 clusters Score -101650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -101651.257812 Penalty: 702.602356
	Iteration 27Q: 3 clusters Score -101651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -101651.351562 Penalty: 702.602356
	Iteration 28Q: 3 clusters Score -101651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -101652.148438 Penalty: 702.602356
	Iteration 29Q: 3 clusters Score -101652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -101652.976562 Penalty: 702.602356
	Iteration 30Q: 3 clusters Score -101653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -101653.312500 Penalty: 702.602356
	Iteration 31Q: 3 clusters Score -101653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -101653.898438 Penalty: 702.602356
	Iteration 32Q: 3 clusters Score -101653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -101654.343750 Penalty: 702.602356
	Iteration 33Q: 3 clusters Score -101654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -101654.820312 Penalty: 702.602356
	Iteration 34Q: 3 clusters Score -101654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -101654.960938 Penalty: 702.602356
	Iteration 35Q: 3 clusters Score -101655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -101654.960938 Penalty: 702.602356
	Iteration 36F: 3 clusters Score -101655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (218575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218575 members 
Entering Unmasked Estep 
Score: -10284442.000000 Penalty: 559.417236
	Iteration 0F: 2 clusters Score -1.028444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109516 members 
Mstep: Class 2 contains 109059 members 
Entering Unmasked Estep 
Score: -10139298.000000 Penalty: 1118.834473
	Iteration 0F: 3 clusters Score -1.01393e+07 nChanged 107676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126054 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -10207593.000000 Penalty: 1118.834473
	Iteration 1F: 3 clusters Score -1.020759e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135165 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -10212954.000000 Penalty: 1118.834473
	Iteration 2F: 3 clusters Score -1.021295e+07 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147192 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -10221576.000000 Penalty: 1118.834473
	Iteration 3F: 3 clusters Score -1.022158e+07 nChanged 16169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161747 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -10234280.000000 Penalty: 1118.834473
	Iteration 4F: 3 clusters Score -1.023428e+07 nChanged 15876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176599 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -10249555.000000 Penalty: 1118.834473
	Iteration 5F: 3 clusters Score -1.024956e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188035 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -10262377.000000 Penalty: 1118.834473
	Iteration 6F: 3 clusters Score -1.026238e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194906 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -10269629.000000 Penalty: 1118.834473
	Iteration 7Q: 3 clusters Score -1.026963e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199158 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -10273252.000000 Penalty: 1118.834473
	Iteration 8Q: 3 clusters Score -1.027325e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202631 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -10276038.000000 Penalty: 1118.834473
	Iteration 9Q: 3 clusters Score -1.027604e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205638 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -10278271.000000 Penalty: 1118.834473
	Iteration 10Q: 3 clusters Score -1.027827e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208394 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -10279972.000000 Penalty: 1118.834473
	Iteration 11Q: 3 clusters Score -1.027997e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210672 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -10281289.000000 Penalty: 1118.834473
	Iteration 12Q: 3 clusters Score -1.028129e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212475 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -10282252.000000 Penalty: 1118.834473
	Iteration 13Q: 3 clusters Score -1.028225e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213905 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -10282993.000000 Penalty: 1118.834473
	Iteration 14Q: 3 clusters Score -1.028299e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214964 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -10283360.000000 Penalty: 1118.834473
	Iteration 15Q: 3 clusters Score -1.028336e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215695 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -10283634.000000 Penalty: 1118.834473
	Iteration 16Q: 3 clusters Score -1.028363e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216225 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -10283747.000000 Penalty: 1118.834473
	Iteration 17Q: 3 clusters Score -1.028375e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216652 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -10283866.000000 Penalty: 1118.834473
	Iteration 18Q: 3 clusters Score -1.028387e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216980 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -10283904.000000 Penalty: 1118.834473
	Iteration 19Q: 3 clusters Score -1.02839e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217264 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -10283933.000000 Penalty: 1118.834473
	Iteration 20F: 3 clusters Score -1.028393e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217465 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10284000.000000 Penalty: 1118.834473
	Iteration 21Q: 3 clusters Score -1.0284e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217621 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10284036.000000 Penalty: 1118.834473
	Iteration 22Q: 3 clusters Score -1.028404e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217740 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10284046.000000 Penalty: 1118.834473
	Iteration 23Q: 3 clusters Score -1.028405e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217824 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10284056.000000 Penalty: 1118.834473
	Iteration 24Q: 3 clusters Score -1.028406e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217897 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10284080.000000 Penalty: 1118.834473
	Iteration 25Q: 3 clusters Score -1.028408e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217962 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10284083.000000 Penalty: 1118.834473
	Iteration 26Q: 3 clusters Score -1.028408e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218003 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10284096.000000 Penalty: 1118.834473
	Iteration 27Q: 3 clusters Score -1.02841e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218036 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10284105.000000 Penalty: 1118.834473
	Iteration 28Q: 3 clusters Score -1.02841e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218062 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10284125.000000 Penalty: 1118.834473
	Iteration 29Q: 3 clusters Score -1.028412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218080 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10284138.000000 Penalty: 1118.834473
	Iteration 30Q: 3 clusters Score -1.028414e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218102 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10284138.000000 Penalty: 1118.834473
	Iteration 31Q: 3 clusters Score -1.028414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218120 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10284133.000000 Penalty: 1118.834473
	Iteration 32Q: 3 clusters Score -1.028413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218139 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10284140.000000 Penalty: 1118.834473
	Iteration 33Q: 3 clusters Score -1.028414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218147 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10284139.000000 Penalty: 1118.834473
	Iteration 34Q: 3 clusters Score -1.028414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218154 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10284144.000000 Penalty: 1118.834473
	Iteration 35Q: 3 clusters Score -1.028414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218157 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10284148.000000 Penalty: 1118.834473
	Iteration 36Q: 3 clusters Score -1.028415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218162 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10284136.000000 Penalty: 1118.834473
	Iteration 37Q: 3 clusters Score -1.028414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218167 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10284139.000000 Penalty: 1118.834473
	Iteration 38Q: 3 clusters Score -1.028414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218171 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10284142.000000 Penalty: 1118.834473
	Iteration 39Q: 3 clusters Score -1.028414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218172 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10284142.000000 Penalty: 1118.834473
	Iteration 40F: 3 clusters Score -1.028414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Entering Unmasked Estep 
Score: -1736591.875000 Penalty: 478.519653
	Iteration 0F: 2 clusters Score -1736592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -1711897.875000 Penalty: 957.039307
	Iteration 0F: 3 clusters Score -1711898 nChanged 17735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -1722788.875000 Penalty: 957.039307
	Iteration 1F: 3 clusters Score -1722789 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -1723997.875000 Penalty: 957.039307
	Iteration 2F: 3 clusters Score -1723998 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -1726063.875000 Penalty: 957.039307
	Iteration 3F: 3 clusters Score -1726064 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -1728936.750000 Penalty: 957.039307
	Iteration 4F: 3 clusters Score -1728937 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -1731991.875000 Penalty: 957.039307
	Iteration 5F: 3 clusters Score -1731992 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -1734227.125000 Penalty: 957.039307
	Iteration 6F: 3 clusters Score -1734227 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -1735410.250000 Penalty: 957.039307
	Iteration 7Q: 3 clusters Score -1735410 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -1735893.375000 Penalty: 957.039307
	Iteration 8Q: 3 clusters Score -1735893 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -1736089.000000 Penalty: 957.039307
	Iteration 9Q: 3 clusters Score -1736089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -1736153.000000 Penalty: 957.039307
	Iteration 10Q: 3 clusters Score -1736153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -1736171.125000 Penalty: 957.039307
	Iteration 11Q: 3 clusters Score -1736171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -1736183.375000 Penalty: 957.039307
	Iteration 12Q: 3 clusters Score -1736183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -1736191.000000 Penalty: 957.039307
	Iteration 13Q: 3 clusters Score -1736191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -1736199.750000 Penalty: 957.039307
	Iteration 14Q: 3 clusters Score -1736200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -1736205.875000 Penalty: 957.039307
	Iteration 15Q: 3 clusters Score -1736206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -1736210.375000 Penalty: 957.039307
	Iteration 16Q: 3 clusters Score -1736210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -1736215.375000 Penalty: 957.039307
	Iteration 17Q: 3 clusters Score -1736215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -1736221.000000 Penalty: 957.039307
	Iteration 18Q: 3 clusters Score -1736221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -1736221.625000 Penalty: 957.039307
	Iteration 19Q: 3 clusters Score -1736222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -1736222.000000 Penalty: 957.039307
	Iteration 20F: 3 clusters Score -1736222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -60320.707031 Penalty: 326.380219
	Iteration 0F: 2 clusters Score -60320.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -59318.648438 Penalty: 652.760437
	Iteration 0F: 3 clusters Score -59318.65 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -59624.539062 Penalty: 652.760437
	Iteration 1F: 3 clusters Score -59624.54 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -59683.472656 Penalty: 652.760437
	Iteration 2F: 3 clusters Score -59683.47 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -59742.140625 Penalty: 652.760437
	Iteration 3F: 3 clusters Score -59742.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -59788.042969 Penalty: 652.760437
	Iteration 4Q: 3 clusters Score -59788.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -59847.933594 Penalty: 652.760437
	Iteration 5Q: 3 clusters Score -59847.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -59886.132812 Penalty: 652.760437
	Iteration 6Q: 3 clusters Score -59886.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -59907.621094 Penalty: 652.760437
	Iteration 7Q: 3 clusters Score -59907.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -59918.949219 Penalty: 652.760437
	Iteration 8Q: 3 clusters Score -59918.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -59930.246094 Penalty: 652.760437
	Iteration 9Q: 3 clusters Score -59930.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -59939.609375 Penalty: 652.760437
	Iteration 10Q: 3 clusters Score -59939.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -59951.613281 Penalty: 652.760437
	Iteration 11Q: 3 clusters Score -59951.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -59957.511719 Penalty: 652.760437
	Iteration 12Q: 3 clusters Score -59957.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -59961.664062 Penalty: 652.760437
	Iteration 13Q: 3 clusters Score -59961.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -59964.179688 Penalty: 652.760437
	Iteration 14Q: 3 clusters Score -59964.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -59965.527344 Penalty: 652.760437
	Iteration 15Q: 3 clusters Score -59965.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -59968.671875 Penalty: 652.760437
	Iteration 16Q: 3 clusters Score -59968.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -59970.617188 Penalty: 652.760437
	Iteration 17Q: 3 clusters Score -59970.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -59971.671875 Penalty: 652.760437
	Iteration 18Q: 3 clusters Score -59971.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -59973.593750 Penalty: 652.760437
	Iteration 19Q: 3 clusters Score -59973.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -59976.386719 Penalty: 652.760437
	Iteration 20F: 3 clusters Score -59976.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -59977.656250 Penalty: 652.760437
	Iteration 21Q: 3 clusters Score -59977.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -59979.273438 Penalty: 652.760437
	Iteration 22Q: 3 clusters Score -59979.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -59981.792969 Penalty: 652.760437
	Iteration 23Q: 3 clusters Score -59981.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -59985.031250 Penalty: 652.760437
	Iteration 24Q: 3 clusters Score -59985.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -59986.394531 Penalty: 652.760437
	Iteration 25Q: 3 clusters Score -59986.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -59987.792969 Penalty: 652.760437
	Iteration 26Q: 3 clusters Score -59987.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -59988.574219 Penalty: 652.760437
	Iteration 27Q: 3 clusters Score -59988.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -59990.152344 Penalty: 652.760437
	Iteration 28Q: 3 clusters Score -59990.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -59991.136719 Penalty: 652.760437
	Iteration 29Q: 3 clusters Score -59991.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -59991.597656 Penalty: 652.760437
	Iteration 30Q: 3 clusters Score -59991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -59992.371094 Penalty: 652.760437
	Iteration 31Q: 3 clusters Score -59992.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -59992.589844 Penalty: 652.760437
	Iteration 32Q: 3 clusters Score -59992.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -59993.046875 Penalty: 652.760437
	Iteration 33Q: 3 clusters Score -59993.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -59993.226562 Penalty: 652.760437
	Iteration 34Q: 3 clusters Score -59993.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -59993.226562 Penalty: 652.760437
	Iteration 35F: 3 clusters Score -59993.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -344400.687500 Penalty: 405.055542
	Iteration 0F: 2 clusters Score -344400.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -339520.562500 Penalty: 810.111084
	Iteration 0F: 3 clusters Score -339520.6 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -341536.562500 Penalty: 810.111084
	Iteration 1F: 3 clusters Score -341536.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -341712.656250 Penalty: 810.111084
	Iteration 2F: 3 clusters Score -341712.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -341862.312500 Penalty: 810.111084
	Iteration 3F: 3 clusters Score -341862.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -342015.531250 Penalty: 810.111084
	Iteration 4Q: 3 clusters Score -342015.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -342186.843750 Penalty: 810.111084
	Iteration 5Q: 3 clusters Score -342186.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -342409.593750 Penalty: 810.111084
	Iteration 6Q: 3 clusters Score -342409.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -342664.437500 Penalty: 810.111084
	Iteration 7Q: 3 clusters Score -342664.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -342970.562500 Penalty: 810.111084
	Iteration 8Q: 3 clusters Score -342970.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -343266.250000 Penalty: 810.111084
	Iteration 9Q: 3 clusters Score -343266.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -343415.312500 Penalty: 810.111084
	Iteration 10Q: 3 clusters Score -343415.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -343476.093750 Penalty: 810.111084
	Iteration 11Q: 3 clusters Score -343476.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -343515.656250 Penalty: 810.111084
	Iteration 12Q: 3 clusters Score -343515.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -343547.906250 Penalty: 810.111084
	Iteration 13Q: 3 clusters Score -343547.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -343573.656250 Penalty: 810.111084
	Iteration 14Q: 3 clusters Score -343573.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -343598.031250 Penalty: 810.111084
	Iteration 15Q: 3 clusters Score -343598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -343625.656250 Penalty: 810.111084
	Iteration 16Q: 3 clusters Score -343625.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -343651.375000 Penalty: 810.111084
	Iteration 17Q: 3 clusters Score -343651.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -343680.968750 Penalty: 810.111084
	Iteration 18Q: 3 clusters Score -343681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -343717.281250 Penalty: 810.111084
	Iteration 19Q: 3 clusters Score -343717.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -343758.812500 Penalty: 810.111084
	Iteration 20F: 3 clusters Score -343758.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -343804.593750 Penalty: 810.111084
	Iteration 21Q: 3 clusters Score -343804.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -343841.750000 Penalty: 810.111084
	Iteration 22Q: 3 clusters Score -343841.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -343871.062500 Penalty: 810.111084
	Iteration 23Q: 3 clusters Score -343871.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -343899.093750 Penalty: 810.111084
	Iteration 24Q: 3 clusters Score -343899.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -343933.468750 Penalty: 810.111084
	Iteration 25Q: 3 clusters Score -343933.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -343956.375000 Penalty: 810.111084
	Iteration 26Q: 3 clusters Score -343956.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -343975.000000 Penalty: 810.111084
	Iteration 27Q: 3 clusters Score -343975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -343991.250000 Penalty: 810.111084
	Iteration 28Q: 3 clusters Score -343991.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -344002.281250 Penalty: 810.111084
	Iteration 29Q: 3 clusters Score -344002.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -344009.750000 Penalty: 810.111084
	Iteration 30Q: 3 clusters Score -344009.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -344015.875000 Penalty: 810.111084
	Iteration 31Q: 3 clusters Score -344015.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -344023.375000 Penalty: 810.111084
	Iteration 32Q: 3 clusters Score -344023.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -344029.562500 Penalty: 810.111084
	Iteration 33Q: 3 clusters Score -344029.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -344033.125000 Penalty: 810.111084
	Iteration 34Q: 3 clusters Score -344033.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -344035.750000 Penalty: 810.111084
	Iteration 35Q: 3 clusters Score -344035.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -344041.031250 Penalty: 810.111084
	Iteration 36Q: 3 clusters Score -344041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -344047.250000 Penalty: 810.111084
	Iteration 37Q: 3 clusters Score -344047.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -344054.343750 Penalty: 810.111084
	Iteration 38Q: 3 clusters Score -344054.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -344060.250000 Penalty: 810.111084
	Iteration 39Q: 3 clusters Score -344060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -344064.750000 Penalty: 810.111084
	Iteration 40F: 3 clusters Score -344064.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -344068.843750 Penalty: 810.111084
	Iteration 41Q: 3 clusters Score -344068.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -344076.437500 Penalty: 810.111084
	Iteration 42Q: 3 clusters Score -344076.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -344079.718750 Penalty: 810.111084
	Iteration 43Q: 3 clusters Score -344079.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -344082.593750 Penalty: 810.111084
	Iteration 44Q: 3 clusters Score -344082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -344085.281250 Penalty: 810.111084
	Iteration 45Q: 3 clusters Score -344085.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -344085.468750 Penalty: 810.111084
	Iteration 46Q: 3 clusters Score -344085.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -344087.687500 Penalty: 810.111084
	Iteration 47Q: 3 clusters Score -344087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -344088.093750 Penalty: 810.111084
	Iteration 48Q: 3 clusters Score -344088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -344088.718750 Penalty: 810.111084
	Iteration 49Q: 3 clusters Score -344088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -344087.937500 Penalty: 810.111084
	Iteration 50Q: 3 clusters Score -344087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -344088.375000 Penalty: 810.111084
	Iteration 51Q: 3 clusters Score -344088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -344088.531250 Penalty: 810.111084
	Iteration 52Q: 3 clusters Score -344088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -344088.625000 Penalty: 810.111084
	Iteration 53Q: 3 clusters Score -344088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -344088.625000 Penalty: 810.111084
	Iteration 54F: 3 clusters Score -344088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Entering Unmasked Estep 
Score: -2762677.750000 Penalty: 500.793030
	Iteration 0F: 2 clusters Score -2762678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -2722201.500000 Penalty: 1001.586060
	Iteration 0F: 3 clusters Score -2722202 nChanged 29333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -2740682.750000 Penalty: 1001.586060
	Iteration 1F: 3 clusters Score -2740683 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2742791.750000 Penalty: 1001.586060
	Iteration 2F: 3 clusters Score -2742792 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2746396.500000 Penalty: 1001.586060
	Iteration 3F: 3 clusters Score -2746396 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2751516.250000 Penalty: 1001.586060
	Iteration 4F: 3 clusters Score -2751516 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2756796.750000 Penalty: 1001.586060
	Iteration 5F: 3 clusters Score -2756797 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2760221.000000 Penalty: 1001.586060
	Iteration 6F: 3 clusters Score -2760221 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2761611.000000 Penalty: 1001.586060
	Iteration 7Q: 3 clusters Score -2761611 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2762112.750000 Penalty: 1001.586060
	Iteration 8Q: 3 clusters Score -2762113 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2762298.500000 Penalty: 1001.586060
	Iteration 9Q: 3 clusters Score -2762298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2762398.250000 Penalty: 1001.586060
	Iteration 10Q: 3 clusters Score -2762398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2762439.000000 Penalty: 1001.586060
	Iteration 11Q: 3 clusters Score -2762439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2762460.750000 Penalty: 1001.586060
	Iteration 12Q: 3 clusters Score -2762461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2762470.750000 Penalty: 1001.586060
	Iteration 13Q: 3 clusters Score -2762471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2762474.250000 Penalty: 1001.586060
	Iteration 14Q: 3 clusters Score -2762474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2762477.500000 Penalty: 1001.586060
	Iteration 15Q: 3 clusters Score -2762478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2762480.500000 Penalty: 1001.586060
	Iteration 16Q: 3 clusters Score -2762480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2762484.500000 Penalty: 1001.586060
	Iteration 17Q: 3 clusters Score -2762484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2762484.000000 Penalty: 1001.586060
	Iteration 18Q: 3 clusters Score -2762484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2762487.000000 Penalty: 1001.586060
	Iteration 19Q: 3 clusters Score -2762487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2762487.000000 Penalty: 1001.586060
	Iteration 20F: 3 clusters Score -2762487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -25303.125000 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -25303.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24801.099609 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -24801.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24947.851562 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -24947.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24983.410156 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -24983.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25015.726562 Penalty: 569.795776
	Iteration 3F: 3 clusters Score -25015.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25038.607422 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -25038.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25062.449219 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -25062.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25079.955078 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -25079.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25088.626953 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -25088.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25093.800781 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -25093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25094.441406 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -25094.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25094.744141 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -25094.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25094.744141 Penalty: 569.795776
	Iteration 11F: 3 clusters Score -25094.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -272775.625000 Penalty: 394.238312
	Iteration 0F: 2 clusters Score -272775.6 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 2902 members 
Entering Unmasked Estep 
Score: -268876.250000 Penalty: 788.476624
	Iteration 0F: 3 clusters Score -268876.2 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -270402.312500 Penalty: 788.476624
	Iteration 1F: 3 clusters Score -270402.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -270784.531250 Penalty: 788.476624
	Iteration 2F: 3 clusters Score -270784.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -271170.687500 Penalty: 788.476624
	Iteration 3F: 3 clusters Score -271170.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -271511.875000 Penalty: 788.476624
	Iteration 4F: 3 clusters Score -271511.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -271708.593750 Penalty: 788.476624
	Iteration 5F: 3 clusters Score -271708.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -271813.968750 Penalty: 788.476624
	Iteration 6Q: 3 clusters Score -271814 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -271871.312500 Penalty: 788.476624
	Iteration 7Q: 3 clusters Score -271871.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -271909.750000 Penalty: 788.476624
	Iteration 8Q: 3 clusters Score -271909.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -271934.312500 Penalty: 788.476624
	Iteration 9Q: 3 clusters Score -271934.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -271948.906250 Penalty: 788.476624
	Iteration 10Q: 3 clusters Score -271948.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -271955.593750 Penalty: 788.476624
	Iteration 11Q: 3 clusters Score -271955.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -271959.875000 Penalty: 788.476624
	Iteration 12Q: 3 clusters Score -271959.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -271965.375000 Penalty: 788.476624
	Iteration 13Q: 3 clusters Score -271965.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -271972.718750 Penalty: 788.476624
	Iteration 14Q: 3 clusters Score -271972.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -271981.750000 Penalty: 788.476624
	Iteration 15Q: 3 clusters Score -271981.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -271991.218750 Penalty: 788.476624
	Iteration 16Q: 3 clusters Score -271991.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -271997.531250 Penalty: 788.476624
	Iteration 17Q: 3 clusters Score -271997.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -272005.000000 Penalty: 788.476624
	Iteration 18Q: 3 clusters Score -272005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -272010.906250 Penalty: 788.476624
	Iteration 19Q: 3 clusters Score -272010.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -272016.406250 Penalty: 788.476624
	Iteration 20F: 3 clusters Score -272016.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -272021.343750 Penalty: 788.476624
	Iteration 21Q: 3 clusters Score -272021.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -272024.593750 Penalty: 788.476624
	Iteration 22Q: 3 clusters Score -272024.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -272026.718750 Penalty: 788.476624
	Iteration 23Q: 3 clusters Score -272026.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -272030.125000 Penalty: 788.476624
	Iteration 24Q: 3 clusters Score -272030.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -272036.281250 Penalty: 788.476624
	Iteration 25Q: 3 clusters Score -272036.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -272043.250000 Penalty: 788.476624
	Iteration 26Q: 3 clusters Score -272043.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -272052.281250 Penalty: 788.476624
	Iteration 27Q: 3 clusters Score -272052.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -272061.750000 Penalty: 788.476624
	Iteration 28Q: 3 clusters Score -272061.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -272071.312500 Penalty: 788.476624
	Iteration 29Q: 3 clusters Score -272071.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -272078.468750 Penalty: 788.476624
	Iteration 30Q: 3 clusters Score -272078.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -272083.687500 Penalty: 788.476624
	Iteration 31Q: 3 clusters Score -272083.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -272089.750000 Penalty: 788.476624
	Iteration 32Q: 3 clusters Score -272089.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -272093.250000 Penalty: 788.476624
	Iteration 33Q: 3 clusters Score -272093.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -272097.406250 Penalty: 788.476624
	Iteration 34Q: 3 clusters Score -272097.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -272102.125000 Penalty: 788.476624
	Iteration 35Q: 3 clusters Score -272102.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -272110.125000 Penalty: 788.476624
	Iteration 36Q: 3 clusters Score -272110.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -272120.093750 Penalty: 788.476624
	Iteration 37Q: 3 clusters Score -272120.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -272128.843750 Penalty: 788.476624
	Iteration 38Q: 3 clusters Score -272128.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -272137.625000 Penalty: 788.476624
	Iteration 39Q: 3 clusters Score -272137.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -272144.843750 Penalty: 788.476624
	Iteration 40F: 3 clusters Score -272144.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -272149.500000 Penalty: 788.476624
	Iteration 41Q: 3 clusters Score -272149.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -272156.562500 Penalty: 788.476624
	Iteration 42Q: 3 clusters Score -272156.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -272165.250000 Penalty: 788.476624
	Iteration 43Q: 3 clusters Score -272165.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -272173.562500 Penalty: 788.476624
	Iteration 44Q: 3 clusters Score -272173.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -272182.437500 Penalty: 788.476624
	Iteration 45Q: 3 clusters Score -272182.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -272190.125000 Penalty: 788.476624
	Iteration 46Q: 3 clusters Score -272190.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -272201.687500 Penalty: 788.476624
	Iteration 47Q: 3 clusters Score -272201.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -272216.062500 Penalty: 788.476624
	Iteration 48Q: 3 clusters Score -272216.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -272231.531250 Penalty: 788.476624
	Iteration 49Q: 3 clusters Score -272231.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -272244.500000 Penalty: 788.476624
	Iteration 50Q: 3 clusters Score -272244.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -272258.437500 Penalty: 788.476624
	Iteration 51Q: 3 clusters Score -272258.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -272275.937500 Penalty: 788.476624
	Iteration 52Q: 3 clusters Score -272275.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -272294.562500 Penalty: 788.476624
	Iteration 53Q: 3 clusters Score -272294.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -272312.750000 Penalty: 788.476624
	Iteration 54Q: 3 clusters Score -272312.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -272338.812500 Penalty: 788.476624
	Iteration 55Q: 3 clusters Score -272338.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -272364.000000 Penalty: 788.476624
	Iteration 56Q: 3 clusters Score -272364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -272390.093750 Penalty: 788.476624
	Iteration 57Q: 3 clusters Score -272390.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -272416.656250 Penalty: 788.476624
	Iteration 58Q: 3 clusters Score -272416.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -272450.656250 Penalty: 788.476624
	Iteration 59Q: 3 clusters Score -272450.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -272482.250000 Penalty: 788.476624
	Iteration 60F: 3 clusters Score -272482.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -272510.156250 Penalty: 788.476624
	Iteration 61Q: 3 clusters Score -272510.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -272540.656250 Penalty: 788.476624
	Iteration 62Q: 3 clusters Score -272540.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -272561.500000 Penalty: 788.476624
	Iteration 63Q: 3 clusters Score -272561.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -272571.656250 Penalty: 788.476624
	Iteration 64Q: 3 clusters Score -272571.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -272580.750000 Penalty: 788.476624
	Iteration 65Q: 3 clusters Score -272580.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -272588.500000 Penalty: 788.476624
	Iteration 66Q: 3 clusters Score -272588.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -272592.500000 Penalty: 788.476624
	Iteration 67Q: 3 clusters Score -272592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -272593.656250 Penalty: 788.476624
	Iteration 68Q: 3 clusters Score -272593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -272595.843750 Penalty: 788.476624
	Iteration 69Q: 3 clusters Score -272595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -272596.656250 Penalty: 788.476624
	Iteration 70Q: 3 clusters Score -272596.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -272597.875000 Penalty: 788.476624
	Iteration 71Q: 3 clusters Score -272597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -272598.562500 Penalty: 788.476624
	Iteration 72Q: 3 clusters Score -272598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -272599.250000 Penalty: 788.476624
	Iteration 73Q: 3 clusters Score -272599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -272600.812500 Penalty: 788.476624
	Iteration 74Q: 3 clusters Score -272600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -272602.562500 Penalty: 788.476624
	Iteration 75Q: 3 clusters Score -272602.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -272603.937500 Penalty: 788.476624
	Iteration 76Q: 3 clusters Score -272603.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -272605.093750 Penalty: 788.476624
	Iteration 77Q: 3 clusters Score -272605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -272605.468750 Penalty: 788.476624
	Iteration 78Q: 3 clusters Score -272605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -272606.187500 Penalty: 788.476624
	Iteration 79Q: 3 clusters Score -272606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -272606.312500 Penalty: 788.476624
	Iteration 80F: 3 clusters Score -272606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -272606.531250 Penalty: 788.476624
	Iteration 81Q: 3 clusters Score -272606.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -272606.531250 Penalty: 788.476624
	Iteration 82F: 3 clusters Score -272606.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -24775.054688 Penalty: 282.673584
	Iteration 0F: 2 clusters Score -24775.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24296.529297 Penalty: 565.347168
	Iteration 0F: 3 clusters Score -24296.53 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24396.314453 Penalty: 565.347168
	Iteration 1F: 3 clusters Score -24396.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24419.357422 Penalty: 565.347168
	Iteration 2F: 3 clusters Score -24419.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24440.046875 Penalty: 565.347168
	Iteration 3F: 3 clusters Score -24440.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24455.103516 Penalty: 565.347168
	Iteration 4Q: 3 clusters Score -24455.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24466.492188 Penalty: 565.347168
	Iteration 5Q: 3 clusters Score -24466.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24472.945312 Penalty: 565.347168
	Iteration 6Q: 3 clusters Score -24472.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24478.525391 Penalty: 565.347168
	Iteration 7Q: 3 clusters Score -24478.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24480.082031 Penalty: 565.347168
	Iteration 8Q: 3 clusters Score -24480.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24481.322266 Penalty: 565.347168
	Iteration 9Q: 3 clusters Score -24481.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24482.001953 Penalty: 565.347168
	Iteration 10Q: 3 clusters Score -24482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24484.603516 Penalty: 565.347168
	Iteration 11Q: 3 clusters Score -24484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24487.240234 Penalty: 565.347168
	Iteration 12Q: 3 clusters Score -24487.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24489.837891 Penalty: 565.347168
	Iteration 13Q: 3 clusters Score -24489.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24491.234375 Penalty: 565.347168
	Iteration 14Q: 3 clusters Score -24491.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24492.099609 Penalty: 565.347168
	Iteration 15Q: 3 clusters Score -24492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24492.800781 Penalty: 565.347168
	Iteration 16Q: 3 clusters Score -24492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24493.826172 Penalty: 565.347168
	Iteration 17Q: 3 clusters Score -24493.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24493.990234 Penalty: 565.347168
	Iteration 18Q: 3 clusters Score -24493.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24493.990234 Penalty: 565.347168
	Iteration 19F: 3 clusters Score -24493.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (134642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134642 members 
Entering Unmasked Estep 
Score: -6678971.500000 Penalty: 537.372009
	Iteration 0F: 2 clusters Score -6678972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -6590608.500000 Penalty: 1074.744019
	Iteration 0F: 3 clusters Score -6590608 nChanged 66014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -6630763.000000 Penalty: 1074.744019
	Iteration 1F: 3 clusters Score -6630763 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -6632664.000000 Penalty: 1074.744019
	Iteration 2Q: 3 clusters Score -6632664 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 81370 members 
Entering Unmasked Estep 
Score: -6635913.000000 Penalty: 1074.744019
	Iteration 3Q: 3 clusters Score -6635913 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -6641532.500000 Penalty: 1074.744019
	Iteration 4F: 3 clusters Score -6641532 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -6649624.000000 Penalty: 1074.744019
	Iteration 5F: 3 clusters Score -6649624 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 106046 members 
Entering Unmasked Estep 
Score: -6658145.000000 Penalty: 1074.744019
	Iteration 6F: 3 clusters Score -6658145 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 112712 members 
Entering Unmasked Estep 
Score: -6664279.500000 Penalty: 1074.744019
	Iteration 7F: 3 clusters Score -6664280 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 117315 members 
Entering Unmasked Estep 
Score: -6668055.500000 Penalty: 1074.744019
	Iteration 8Q: 3 clusters Score -6668056 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 120670 members 
Entering Unmasked Estep 
Score: -6670418.000000 Penalty: 1074.744019
	Iteration 9Q: 3 clusters Score -6670418 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -6672115.500000 Penalty: 1074.744019
	Iteration 10Q: 3 clusters Score -6672116 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -6673447.500000 Penalty: 1074.744019
	Iteration 11Q: 3 clusters Score -6673448 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 127294 members 
Entering Unmasked Estep 
Score: -6674479.500000 Penalty: 1074.744019
	Iteration 12Q: 3 clusters Score -6674480 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 128866 members 
Entering Unmasked Estep 
Score: -6675370.500000 Penalty: 1074.744019
	Iteration 13Q: 3 clusters Score -6675370 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 130138 members 
Entering Unmasked Estep 
Score: -6676140.000000 Penalty: 1074.744019
	Iteration 14Q: 3 clusters Score -6676140 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 131180 members 
Entering Unmasked Estep 
Score: -6676780.000000 Penalty: 1074.744019
	Iteration 15Q: 3 clusters Score -6676780 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 132005 members 
Entering Unmasked Estep 
Score: -6677266.000000 Penalty: 1074.744019
	Iteration 16Q: 3 clusters Score -6677266 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 132623 members 
Entering Unmasked Estep 
Score: -6677594.000000 Penalty: 1074.744019
	Iteration 17Q: 3 clusters Score -6677594 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 133082 members 
Entering Unmasked Estep 
Score: -6677870.500000 Penalty: 1074.744019
	Iteration 18Q: 3 clusters Score -6677870 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 133435 members 
Entering Unmasked Estep 
Score: -6678083.500000 Penalty: 1074.744019
	Iteration 19Q: 3 clusters Score -6678084 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 133666 members 
Entering Unmasked Estep 
Score: -6678206.500000 Penalty: 1074.744019
	Iteration 20F: 3 clusters Score -6678206 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 133844 members 
Entering Unmasked Estep 
Score: -6678273.500000 Penalty: 1074.744019
	Iteration 21Q: 3 clusters Score -6678274 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 133949 members 
Entering Unmasked Estep 
Score: -6678307.000000 Penalty: 1074.744019
	Iteration 22Q: 3 clusters Score -6678307 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 134043 members 
Entering Unmasked Estep 
Score: -6678349.500000 Penalty: 1074.744019
	Iteration 23Q: 3 clusters Score -6678350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 134109 members 
Entering Unmasked Estep 
Score: -6678393.500000 Penalty: 1074.744019
	Iteration 24Q: 3 clusters Score -6678394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 134167 members 
Entering Unmasked Estep 
Score: -6678420.500000 Penalty: 1074.744019
	Iteration 25Q: 3 clusters Score -6678420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 134206 members 
Entering Unmasked Estep 
Score: -6678443.000000 Penalty: 1074.744019
	Iteration 26Q: 3 clusters Score -6678443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 134243 members 
Entering Unmasked Estep 
Score: -6678454.500000 Penalty: 1074.744019
	Iteration 27Q: 3 clusters Score -6678454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 134274 members 
Entering Unmasked Estep 
Score: -6678480.500000 Penalty: 1074.744019
	Iteration 28Q: 3 clusters Score -6678480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 134291 members 
Entering Unmasked Estep 
Score: -6678487.000000 Penalty: 1074.744019
	Iteration 29Q: 3 clusters Score -6678487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 134305 members 
Entering Unmasked Estep 
Score: -6678494.000000 Penalty: 1074.744019
	Iteration 30Q: 3 clusters Score -6678494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 134309 members 
Entering Unmasked Estep 
Score: -6678506.000000 Penalty: 1074.744019
	Iteration 31Q: 3 clusters Score -6678506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 134312 members 
Entering Unmasked Estep 
Score: -6678503.500000 Penalty: 1074.744019
	Iteration 32Q: 3 clusters Score -6678504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 134314 members 
Entering Unmasked Estep 
Score: -6678511.000000 Penalty: 1074.744019
	Iteration 33Q: 3 clusters Score -6678511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 134319 members 
Entering Unmasked Estep 
Score: -6678519.500000 Penalty: 1074.744019
	Iteration 34Q: 3 clusters Score -6678520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 134321 members 
Entering Unmasked Estep 
Score: -6678524.500000 Penalty: 1074.744019
	Iteration 35Q: 3 clusters Score -6678524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 134322 members 
Entering Unmasked Estep 
Score: -6678530.000000 Penalty: 1074.744019
	Iteration 36Q: 3 clusters Score -6678530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 134323 members 
Entering Unmasked Estep 
Score: -6678536.000000 Penalty: 1074.744019
	Iteration 37Q: 3 clusters Score -6678536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 134324 members 
Entering Unmasked Estep 
Score: -6678542.000000 Penalty: 1074.744019
	Iteration 38Q: 3 clusters Score -6678542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 134323 members 
Entering Unmasked Estep 
Score: -6678535.000000 Penalty: 1074.744019
	Iteration 39Q: 3 clusters Score -6678535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 134324 members 
Entering Unmasked Estep 
Score: -6678534.500000 Penalty: 1074.744019
	Iteration 40F: 3 clusters Score -6678534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 134323 members 
Entering Unmasked Estep 
Score: -6678536.000000 Penalty: 1074.744019
	Iteration 41Q: 3 clusters Score -6678536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 134323 members 
Entering Unmasked Estep 
Score: -6678538.500000 Penalty: 1074.744019
	Iteration 42Q: 3 clusters Score -6678538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 134324 members 
Entering Unmasked Estep 
Score: -6678541.000000 Penalty: 1074.744019
	Iteration 43Q: 3 clusters Score -6678541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 134323 members 
Entering Unmasked Estep 
Score: -6678541.500000 Penalty: 1074.744019
	Iteration 44Q: 3 clusters Score -6678542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 134323 members 
Entering Unmasked Estep 
Score: -6678541.500000 Penalty: 1074.744019
	Iteration 45F: 3 clusters Score -6678542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -15920.948242 Penalty: 267.181366
	Iteration 0F: 2 clusters Score -15920.95 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 158 members 
Entering Unmasked Estep 
Score: -15564.820312 Penalty: 534.362732
	Iteration 0F: 3 clusters Score -15564.82 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15799.699219 Penalty: 534.362732
	Iteration 1F: 3 clusters Score -15799.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15930.352539 Penalty: 534.362732
	Iteration 2F: 3 clusters Score -15930.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16079.348633 Penalty: 534.362732
	Iteration 3F: 3 clusters Score -16079.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16293.107422 Penalty: 534.362732
	Iteration 4F: 3 clusters Score -16293.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16470.410156 Penalty: 534.362732
	Iteration 5Q: 3 clusters Score -16470.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16530.560547 Penalty: 534.362732
	Iteration 6Q: 3 clusters Score -16530.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16532.027344 Penalty: 534.362732
	Iteration 7Q: 3 clusters Score -16532.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16532.027344 Penalty: 534.362732
	Iteration 8F: 3 clusters Score -16532.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 135 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 154518 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 9185 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 183559 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 194514 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Entering Unmasked Estep 
Score: -90537104.000000 Penalty: 30330.355469
Splitting cluster 17 changes total score from -90539280.000000 to -90537104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (100827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Entering Unmasked Estep 
Score: -4904387.500000 Penalty: 524.212830
	Iteration 0F: 2 clusters Score -4904388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -4836233.000000 Penalty: 1048.425659
	Iteration 0F: 3 clusters Score -4836233 nChanged 49001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -4866736.500000 Penalty: 1048.425659
	Iteration 1F: 3 clusters Score -4866736 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -4868403.500000 Penalty: 1048.425659
	Iteration 2Q: 3 clusters Score -4868404 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -4870739.500000 Penalty: 1048.425659
	Iteration 3F: 3 clusters Score -4870740 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -4874030.000000 Penalty: 1048.425659
	Iteration 4F: 3 clusters Score -4874030 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -4878681.000000 Penalty: 1048.425659
	Iteration 5F: 3 clusters Score -4878681 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -4884730.500000 Penalty: 1048.425659
	Iteration 6F: 3 clusters Score -4884730 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -4889899.500000 Penalty: 1048.425659
	Iteration 7F: 3 clusters Score -4889900 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -4892237.500000 Penalty: 1048.425659
	Iteration 8Q: 3 clusters Score -4892238 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -4893104.500000 Penalty: 1048.425659
	Iteration 9Q: 3 clusters Score -4893104 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -4893557.000000 Penalty: 1048.425659
	Iteration 10Q: 3 clusters Score -4893557 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -4893888.500000 Penalty: 1048.425659
	Iteration 11Q: 3 clusters Score -4893888 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -4894125.500000 Penalty: 1048.425659
	Iteration 12Q: 3 clusters Score -4894126 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -4894325.000000 Penalty: 1048.425659
	Iteration 13Q: 3 clusters Score -4894325 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -4894496.000000 Penalty: 1048.425659
	Iteration 14Q: 3 clusters Score -4894496 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
Score: -4894660.500000 Penalty: 1048.425659
	Iteration 15Q: 3 clusters Score -4894660 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -4894839.500000 Penalty: 1048.425659
	Iteration 16Q: 3 clusters Score -4894840 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -4895028.500000 Penalty: 1048.425659
	Iteration 17Q: 3 clusters Score -4895028 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -4895273.500000 Penalty: 1048.425659
	Iteration 18Q: 3 clusters Score -4895274 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -4895459.500000 Penalty: 1048.425659
	Iteration 19Q: 3 clusters Score -4895460 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -4895633.000000 Penalty: 1048.425659
	Iteration 20F: 3 clusters Score -4895633 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -4895845.000000 Penalty: 1048.425659
	Iteration 21Q: 3 clusters Score -4895845 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -4896088.500000 Penalty: 1048.425659
	Iteration 22Q: 3 clusters Score -4896088 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 83978 members 
Entering Unmasked Estep 
Score: -4896332.000000 Penalty: 1048.425659
	Iteration 23Q: 3 clusters Score -4896332 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 84965 members 
Entering Unmasked Estep 
Score: -4896621.000000 Penalty: 1048.425659
	Iteration 24Q: 3 clusters Score -4896621 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -4896884.000000 Penalty: 1048.425659
	Iteration 25Q: 3 clusters Score -4896884 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -4897206.000000 Penalty: 1048.425659
	Iteration 26Q: 3 clusters Score -4897206 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -4897491.500000 Penalty: 1048.425659
	Iteration 27Q: 3 clusters Score -4897492 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -4897830.500000 Penalty: 1048.425659
	Iteration 28Q: 3 clusters Score -4897830 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -4898244.500000 Penalty: 1048.425659
	Iteration 29Q: 3 clusters Score -4898244 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -4898762.000000 Penalty: 1048.425659
	Iteration 30Q: 3 clusters Score -4898762 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -4899268.000000 Penalty: 1048.425659
	Iteration 31Q: 3 clusters Score -4899268 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -4899810.000000 Penalty: 1048.425659
	Iteration 32Q: 3 clusters Score -4899810 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 94776 members 
Entering Unmasked Estep 
Score: -4900348.500000 Penalty: 1048.425659
	Iteration 33Q: 3 clusters Score -4900348 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -4900895.500000 Penalty: 1048.425659
	Iteration 34Q: 3 clusters Score -4900896 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 96801 members 
Entering Unmasked Estep 
Score: -4901427.500000 Penalty: 1048.425659
	Iteration 35Q: 3 clusters Score -4901428 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -4901920.000000 Penalty: 1048.425659
	Iteration 36Q: 3 clusters Score -4901920 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 98322 members 
Entering Unmasked Estep 
Score: -4902335.500000 Penalty: 1048.425659
	Iteration 37Q: 3 clusters Score -4902336 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 98897 members 
Entering Unmasked Estep 
Score: -4902695.000000 Penalty: 1048.425659
	Iteration 38Q: 3 clusters Score -4902695 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -4903024.000000 Penalty: 1048.425659
	Iteration 39Q: 3 clusters Score -4903024 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -4903325.000000 Penalty: 1048.425659
	Iteration 40F: 3 clusters Score -4903325 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 100122 members 
Entering Unmasked Estep 
Score: -4903544.500000 Penalty: 1048.425659
	Iteration 41Q: 3 clusters Score -4903544 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 100334 members 
Entering Unmasked Estep 
Score: -4903720.000000 Penalty: 1048.425659
	Iteration 42Q: 3 clusters Score -4903720 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -4903805.000000 Penalty: 1048.425659
	Iteration 43Q: 3 clusters Score -4903805 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -4903843.500000 Penalty: 1048.425659
	Iteration 44Q: 3 clusters Score -4903844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 100598 members 
Entering Unmasked Estep 
Score: -4903876.000000 Penalty: 1048.425659
	Iteration 45Q: 3 clusters Score -4903876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 100633 members 
Entering Unmasked Estep 
Score: -4903898.000000 Penalty: 1048.425659
	Iteration 46Q: 3 clusters Score -4903898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 100656 members 
Entering Unmasked Estep 
Score: -4903920.000000 Penalty: 1048.425659
	Iteration 47Q: 3 clusters Score -4903920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -4903933.500000 Penalty: 1048.425659
	Iteration 48Q: 3 clusters Score -4903934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 100678 members 
Entering Unmasked Estep 
Score: -4903937.000000 Penalty: 1048.425659
	Iteration 49Q: 3 clusters Score -4903937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -4903946.500000 Penalty: 1048.425659
	Iteration 50Q: 3 clusters Score -4903946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -4903946.000000 Penalty: 1048.425659
	Iteration 51Q: 3 clusters Score -4903946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -4903947.500000 Penalty: 1048.425659
	Iteration 52Q: 3 clusters Score -4903948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -4903949.500000 Penalty: 1048.425659
	Iteration 53Q: 3 clusters Score -4903950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -4903949.500000 Penalty: 1048.425659
	Iteration 54F: 3 clusters Score -4903950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (112256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112256 members 
Entering Unmasked Estep 
Score: -5427043.000000 Penalty: 529.098450
	Iteration 0F: 2 clusters Score -5427043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -5352404.000000 Penalty: 1058.196899
	Iteration 0F: 3 clusters Score -5352404 nChanged 54688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -5385646.000000 Penalty: 1058.196899
	Iteration 1F: 3 clusters Score -5385646 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -5387808.500000 Penalty: 1058.196899
	Iteration 2Q: 3 clusters Score -5387808 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5391459.500000 Penalty: 1058.196899
	Iteration 3F: 3 clusters Score -5391460 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -5396961.000000 Penalty: 1058.196899
	Iteration 4F: 3 clusters Score -5396961 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78615 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -5403627.500000 Penalty: 1058.196899
	Iteration 5F: 3 clusters Score -5403628 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -5409272.000000 Penalty: 1058.196899
	Iteration 6F: 3 clusters Score -5409272 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5412747.000000 Penalty: 1058.196899
	Iteration 7Q: 3 clusters Score -5412747 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -5414693.500000 Penalty: 1058.196899
	Iteration 8Q: 3 clusters Score -5414694 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -5416150.500000 Penalty: 1058.196899
	Iteration 9Q: 3 clusters Score -5416150 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -5417364.000000 Penalty: 1058.196899
	Iteration 10Q: 3 clusters Score -5417364 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -5418673.000000 Penalty: 1058.196899
	Iteration 11Q: 3 clusters Score -5418673 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -5420001.500000 Penalty: 1058.196899
	Iteration 12Q: 3 clusters Score -5420002 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -5421240.000000 Penalty: 1058.196899
	Iteration 13Q: 3 clusters Score -5421240 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102133 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -5422327.500000 Penalty: 1058.196899
	Iteration 14Q: 3 clusters Score -5422328 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -5423197.500000 Penalty: 1058.196899
	Iteration 15Q: 3 clusters Score -5423198 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104975 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -5423927.500000 Penalty: 1058.196899
	Iteration 16Q: 3 clusters Score -5423928 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -5424503.500000 Penalty: 1058.196899
	Iteration 17Q: 3 clusters Score -5424504 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107007 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -5424967.000000 Penalty: 1058.196899
	Iteration 18Q: 3 clusters Score -5424967 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107796 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -5425416.500000 Penalty: 1058.196899
	Iteration 19Q: 3 clusters Score -5425416 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108459 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -5425801.000000 Penalty: 1058.196899
	Iteration 20F: 3 clusters Score -5425801 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5426119.500000 Penalty: 1058.196899
	Iteration 21Q: 3 clusters Score -5426120 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109431 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5426315.000000 Penalty: 1058.196899
	Iteration 22Q: 3 clusters Score -5426315 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109753 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5426486.000000 Penalty: 1058.196899
	Iteration 23Q: 3 clusters Score -5426486 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5426562.000000 Penalty: 1058.196899
	Iteration 24Q: 3 clusters Score -5426562 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110189 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5426642.500000 Penalty: 1058.196899
	Iteration 25Q: 3 clusters Score -5426642 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110351 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5426713.000000 Penalty: 1058.196899
	Iteration 26Q: 3 clusters Score -5426713 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5426758.000000 Penalty: 1058.196899
	Iteration 27Q: 3 clusters Score -5426758 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110538 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5426789.500000 Penalty: 1058.196899
	Iteration 28Q: 3 clusters Score -5426790 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5426808.500000 Penalty: 1058.196899
	Iteration 29Q: 3 clusters Score -5426808 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110652 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5426834.500000 Penalty: 1058.196899
	Iteration 30Q: 3 clusters Score -5426834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110712 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5426862.500000 Penalty: 1058.196899
	Iteration 31Q: 3 clusters Score -5426862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110752 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5426891.000000 Penalty: 1058.196899
	Iteration 32Q: 3 clusters Score -5426891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5426915.500000 Penalty: 1058.196899
	Iteration 33Q: 3 clusters Score -5426916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110808 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5426925.500000 Penalty: 1058.196899
	Iteration 34Q: 3 clusters Score -5426926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110819 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5426926.500000 Penalty: 1058.196899
	Iteration 35Q: 3 clusters Score -5426926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110831 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5426932.500000 Penalty: 1058.196899
	Iteration 36Q: 3 clusters Score -5426932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110850 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5426936.500000 Penalty: 1058.196899
	Iteration 37Q: 3 clusters Score -5426936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110863 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5426930.500000 Penalty: 1058.196899
	Iteration 38Q: 3 clusters Score -5426930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110872 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5426940.000000 Penalty: 1058.196899
	Iteration 39Q: 3 clusters Score -5426940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110873 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5426941.500000 Penalty: 1058.196899
	Iteration 40F: 3 clusters Score -5426942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110876 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5426943.500000 Penalty: 1058.196899
	Iteration 41Q: 3 clusters Score -5426944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5426939.000000 Penalty: 1058.196899
	Iteration 42Q: 3 clusters Score -5426939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5426940.000000 Penalty: 1058.196899
	Iteration 43Q: 3 clusters Score -5426940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5426942.500000 Penalty: 1058.196899
	Iteration 44Q: 3 clusters Score -5426942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5426943.500000 Penalty: 1058.196899
	Iteration 45Q: 3 clusters Score -5426944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5426948.500000 Penalty: 1058.196899
	Iteration 46Q: 3 clusters Score -5426948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110883 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5426949.500000 Penalty: 1058.196899
	Iteration 47Q: 3 clusters Score -5426950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110888 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5426950.000000 Penalty: 1058.196899
	Iteration 48Q: 3 clusters Score -5426950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110892 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5426945.000000 Penalty: 1058.196899
	Iteration 49Q: 3 clusters Score -5426945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110895 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5426945.000000 Penalty: 1058.196899
	Iteration 50Q: 3 clusters Score -5426945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110900 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5426945.000000 Penalty: 1058.196899
	Iteration 51Q: 3 clusters Score -5426945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5426943.000000 Penalty: 1058.196899
	Iteration 52Q: 3 clusters Score -5426943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110904 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5426947.000000 Penalty: 1058.196899
	Iteration 53Q: 3 clusters Score -5426947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110906 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5426950.000000 Penalty: 1058.196899
	Iteration 54Q: 3 clusters Score -5426950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110908 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5426947.500000 Penalty: 1058.196899
	Iteration 55Q: 3 clusters Score -5426948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110909 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5426948.000000 Penalty: 1058.196899
	Iteration 56Q: 3 clusters Score -5426948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5426948.000000 Penalty: 1058.196899
	Iteration 57Q: 3 clusters Score -5426948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5426947.500000 Penalty: 1058.196899
	Iteration 58Q: 3 clusters Score -5426948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110924 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5426951.000000 Penalty: 1058.196899
	Iteration 59Q: 3 clusters Score -5426951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5426952.500000 Penalty: 1058.196899
	Iteration 60F: 3 clusters Score -5426952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5426951.500000 Penalty: 1058.196899
	Iteration 61Q: 3 clusters Score -5426952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110940 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5426955.500000 Penalty: 1058.196899
	Iteration 62Q: 3 clusters Score -5426956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110948 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5426955.500000 Penalty: 1058.196899
	Iteration 63Q: 3 clusters Score -5426956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110956 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5426956.500000 Penalty: 1058.196899
	Iteration 64Q: 3 clusters Score -5426956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110969 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5426952.000000 Penalty: 1058.196899
	Iteration 65Q: 3 clusters Score -5426952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5426949.500000 Penalty: 1058.196899
	Iteration 66Q: 3 clusters Score -5426950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5426947.500000 Penalty: 1058.196899
	Iteration 67Q: 3 clusters Score -5426948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110983 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5426944.000000 Penalty: 1058.196899
	Iteration 68Q: 3 clusters Score -5426944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110982 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5426947.500000 Penalty: 1058.196899
	Iteration 69Q: 3 clusters Score -5426948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5426948.500000 Penalty: 1058.196899
	Iteration 70Q: 3 clusters Score -5426948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5426946.000000 Penalty: 1058.196899
	Iteration 71Q: 3 clusters Score -5426946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110988 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5426943.500000 Penalty: 1058.196899
	Iteration 72Q: 3 clusters Score -5426944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110992 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5426948.000000 Penalty: 1058.196899
	Iteration 73Q: 3 clusters Score -5426948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5426949.500000 Penalty: 1058.196899
	Iteration 74Q: 3 clusters Score -5426950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5426947.500000 Penalty: 1058.196899
	Iteration 75Q: 3 clusters Score -5426948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111011 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5426949.000000 Penalty: 1058.196899
	Iteration 76Q: 3 clusters Score -5426949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5426944.000000 Penalty: 1058.196899
	Iteration 77Q: 3 clusters Score -5426944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111026 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5426952.000000 Penalty: 1058.196899
	Iteration 78Q: 3 clusters Score -5426952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111033 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5426951.000000 Penalty: 1058.196899
	Iteration 79Q: 3 clusters Score -5426951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5426952.000000 Penalty: 1058.196899
	Iteration 80F: 3 clusters Score -5426952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111041 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5426952.500000 Penalty: 1058.196899
	Iteration 81Q: 3 clusters Score -5426952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111042 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5426955.500000 Penalty: 1058.196899
	Iteration 82Q: 3 clusters Score -5426956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111042 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5426954.500000 Penalty: 1058.196899
	Iteration 83Q: 3 clusters Score -5426954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111044 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5426954.500000 Penalty: 1058.196899
	Iteration 84Q: 3 clusters Score -5426954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111044 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5426955.000000 Penalty: 1058.196899
	Iteration 85Q: 3 clusters Score -5426955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111044 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5426955.000000 Penalty: 1058.196899
	Iteration 86F: 3 clusters Score -5426955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -10293.119141 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -10293.12 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 162 members 
Entering Unmasked Estep 
Score: -9956.715820 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -9956.716 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10065.048828 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -10065.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10092.275391 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -10092.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10115.908203 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -10115.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10149.170898 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -10149.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10204.119141 Penalty: 517.514771
	Iteration 5F: 3 clusters Score -10204.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10264.554688 Penalty: 517.514771
	Iteration 6F: 3 clusters Score -10264.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10285.947266 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -10285.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10303.218750 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -10303.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10320.596680 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -10320.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10323.541016 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -10323.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10330.423828 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -10330.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10334.432617 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -10334.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10334.432617 Penalty: 517.514771
	Iteration 13F: 3 clusters Score -10334.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 154518 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 9185 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 183559 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 194514 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Entering Unmasked Estep 
Score: -90536816.000000 Penalty: 30330.355469
Splitting cluster 20 changes total score from -90539280.000000 to -90536816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (88918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Entering Unmasked Estep 
Score: -4243727.000000 Penalty: 518.493896
	Iteration 0F: 2 clusters Score -4243727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -4183441.750000 Penalty: 1036.987793
	Iteration 0F: 3 clusters Score -4183442 nChanged 43490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -4209687.500000 Penalty: 1036.987793
	Iteration 1F: 3 clusters Score -4209688 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -4211514.000000 Penalty: 1036.987793
	Iteration 2Q: 3 clusters Score -4211514 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4214806.000000 Penalty: 1036.987793
	Iteration 3F: 3 clusters Score -4214806 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -4220027.500000 Penalty: 1036.987793
	Iteration 4F: 3 clusters Score -4220028 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -4226564.000000 Penalty: 1036.987793
	Iteration 5F: 3 clusters Score -4226564 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -4232462.500000 Penalty: 1036.987793
	Iteration 6F: 3 clusters Score -4232462 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -4236256.500000 Penalty: 1036.987793
	Iteration 7Q: 3 clusters Score -4236256 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4238612.500000 Penalty: 1036.987793
	Iteration 8Q: 3 clusters Score -4238612 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -4240050.000000 Penalty: 1036.987793
	Iteration 9Q: 3 clusters Score -4240050 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4240941.000000 Penalty: 1036.987793
	Iteration 10Q: 3 clusters Score -4240941 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -4241428.000000 Penalty: 1036.987793
	Iteration 11Q: 3 clusters Score -4241428 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4241661.000000 Penalty: 1036.987793
	Iteration 12Q: 3 clusters Score -4241661 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4241792.500000 Penalty: 1036.987793
	Iteration 13Q: 3 clusters Score -4241792 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4241887.500000 Penalty: 1036.987793
	Iteration 14Q: 3 clusters Score -4241888 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4241943.000000 Penalty: 1036.987793
	Iteration 15Q: 3 clusters Score -4241943 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4241966.500000 Penalty: 1036.987793
	Iteration 16Q: 3 clusters Score -4241966 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4241985.500000 Penalty: 1036.987793
	Iteration 17Q: 3 clusters Score -4241986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -4241991.000000 Penalty: 1036.987793
	Iteration 18Q: 3 clusters Score -4241991 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4241992.000000 Penalty: 1036.987793
	Iteration 19Q: 3 clusters Score -4241992 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -4241991.500000 Penalty: 1036.987793
	Iteration 20F: 3 clusters Score -4241992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -4241988.500000 Penalty: 1036.987793
	Iteration 21Q: 3 clusters Score -4241988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4242008.500000 Penalty: 1036.987793
	Iteration 22Q: 3 clusters Score -4242008 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4242016.000000 Penalty: 1036.987793
	Iteration 23Q: 3 clusters Score -4242016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4242027.000000 Penalty: 1036.987793
	Iteration 24Q: 3 clusters Score -4242027 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4242034.000000 Penalty: 1036.987793
	Iteration 25Q: 3 clusters Score -4242034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4242032.000000 Penalty: 1036.987793
	Iteration 26Q: 3 clusters Score -4242032 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74457 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -4242040.000000 Penalty: 1036.987793
	Iteration 27Q: 3 clusters Score -4242040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -4242038.500000 Penalty: 1036.987793
	Iteration 28Q: 3 clusters Score -4242038 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4242057.500000 Penalty: 1036.987793
	Iteration 29Q: 3 clusters Score -4242058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -4242064.000000 Penalty: 1036.987793
	Iteration 30Q: 3 clusters Score -4242064 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -4242063.500000 Penalty: 1036.987793
	Iteration 31Q: 3 clusters Score -4242064 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -4242071.000000 Penalty: 1036.987793
	Iteration 32Q: 3 clusters Score -4242071 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -4242074.500000 Penalty: 1036.987793
	Iteration 33Q: 3 clusters Score -4242074 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4242080.000000 Penalty: 1036.987793
	Iteration 34Q: 3 clusters Score -4242080 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75328 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -4242098.000000 Penalty: 1036.987793
	Iteration 35Q: 3 clusters Score -4242098 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -4242088.500000 Penalty: 1036.987793
	Iteration 36Q: 3 clusters Score -4242088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -4242090.000000 Penalty: 1036.987793
	Iteration 37Q: 3 clusters Score -4242090 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4242109.500000 Penalty: 1036.987793
	Iteration 38Q: 3 clusters Score -4242110 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -4242116.500000 Penalty: 1036.987793
	Iteration 39Q: 3 clusters Score -4242116 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -4242126.500000 Penalty: 1036.987793
	Iteration 40F: 3 clusters Score -4242126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -4242144.000000 Penalty: 1036.987793
	Iteration 41Q: 3 clusters Score -4242144 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4242154.000000 Penalty: 1036.987793
	Iteration 42Q: 3 clusters Score -4242154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4242160.500000 Penalty: 1036.987793
	Iteration 43Q: 3 clusters Score -4242160 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4242154.000000 Penalty: 1036.987793
	Iteration 44Q: 3 clusters Score -4242154 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4242170.000000 Penalty: 1036.987793
	Iteration 45Q: 3 clusters Score -4242170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -4242186.000000 Penalty: 1036.987793
	Iteration 46Q: 3 clusters Score -4242186 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4242210.000000 Penalty: 1036.987793
	Iteration 47Q: 3 clusters Score -4242210 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -4242221.500000 Penalty: 1036.987793
	Iteration 48Q: 3 clusters Score -4242222 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -4242241.500000 Penalty: 1036.987793
	Iteration 49Q: 3 clusters Score -4242242 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -4242239.000000 Penalty: 1036.987793
	Iteration 50Q: 3 clusters Score -4242239 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -4242243.500000 Penalty: 1036.987793
	Iteration 51Q: 3 clusters Score -4242244 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77447 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4242243.500000 Penalty: 1036.987793
	Iteration 52Q: 3 clusters Score -4242244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -4242254.500000 Penalty: 1036.987793
	Iteration 53Q: 3 clusters Score -4242254 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -4242274.500000 Penalty: 1036.987793
	Iteration 54Q: 3 clusters Score -4242274 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77802 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -4242279.000000 Penalty: 1036.987793
	Iteration 55Q: 3 clusters Score -4242279 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -4242289.000000 Penalty: 1036.987793
	Iteration 56Q: 3 clusters Score -4242289 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4242316.000000 Penalty: 1036.987793
	Iteration 57Q: 3 clusters Score -4242316 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -4242335.000000 Penalty: 1036.987793
	Iteration 58Q: 3 clusters Score -4242335 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4242339.500000 Penalty: 1036.987793
	Iteration 59Q: 3 clusters Score -4242340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4242346.500000 Penalty: 1036.987793
	Iteration 60F: 3 clusters Score -4242346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -4242343.500000 Penalty: 1036.987793
	Iteration 61Q: 3 clusters Score -4242344 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4242342.000000 Penalty: 1036.987793
	Iteration 62Q: 3 clusters Score -4242342 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4242355.500000 Penalty: 1036.987793
	Iteration 63Q: 3 clusters Score -4242356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -4242362.500000 Penalty: 1036.987793
	Iteration 64Q: 3 clusters Score -4242362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4242385.500000 Penalty: 1036.987793
	Iteration 65Q: 3 clusters Score -4242386 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4242389.500000 Penalty: 1036.987793
	Iteration 66Q: 3 clusters Score -4242390 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -4242405.000000 Penalty: 1036.987793
	Iteration 67Q: 3 clusters Score -4242405 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -4242419.500000 Penalty: 1036.987793
	Iteration 68Q: 3 clusters Score -4242420 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -4242434.500000 Penalty: 1036.987793
	Iteration 69Q: 3 clusters Score -4242434 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -4242437.000000 Penalty: 1036.987793
	Iteration 70Q: 3 clusters Score -4242437 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -4242467.500000 Penalty: 1036.987793
	Iteration 71Q: 3 clusters Score -4242468 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4242483.000000 Penalty: 1036.987793
	Iteration 72Q: 3 clusters Score -4242483 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -4242512.000000 Penalty: 1036.987793
	Iteration 73Q: 3 clusters Score -4242512 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4242527.500000 Penalty: 1036.987793
	Iteration 74Q: 3 clusters Score -4242528 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4242551.000000 Penalty: 1036.987793
	Iteration 75Q: 3 clusters Score -4242551 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4242575.500000 Penalty: 1036.987793
	Iteration 76Q: 3 clusters Score -4242576 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -4242589.500000 Penalty: 1036.987793
	Iteration 77Q: 3 clusters Score -4242590 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4242610.500000 Penalty: 1036.987793
	Iteration 78Q: 3 clusters Score -4242610 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4242616.500000 Penalty: 1036.987793
	Iteration 79Q: 3 clusters Score -4242616 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -4242632.500000 Penalty: 1036.987793
	Iteration 80F: 3 clusters Score -4242632 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -4242654.500000 Penalty: 1036.987793
	Iteration 81Q: 3 clusters Score -4242654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -4242671.000000 Penalty: 1036.987793
	Iteration 82Q: 3 clusters Score -4242671 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -4242691.000000 Penalty: 1036.987793
	Iteration 83Q: 3 clusters Score -4242691 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -4242711.500000 Penalty: 1036.987793
	Iteration 84Q: 3 clusters Score -4242712 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82483 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -4242752.000000 Penalty: 1036.987793
	Iteration 85Q: 3 clusters Score -4242752 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -4242791.000000 Penalty: 1036.987793
	Iteration 86Q: 3 clusters Score -4242791 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -4242812.000000 Penalty: 1036.987793
	Iteration 87Q: 3 clusters Score -4242812 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -4242838.000000 Penalty: 1036.987793
	Iteration 88Q: 3 clusters Score -4242838 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -4242871.500000 Penalty: 1036.987793
	Iteration 89Q: 3 clusters Score -4242872 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4242900.000000 Penalty: 1036.987793
	Iteration 90Q: 3 clusters Score -4242900 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -4242923.000000 Penalty: 1036.987793
	Iteration 91Q: 3 clusters Score -4242923 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83685 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4242950.000000 Penalty: 1036.987793
	Iteration 92Q: 3 clusters Score -4242950 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4242955.500000 Penalty: 1036.987793
	Iteration 93Q: 3 clusters Score -4242956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4242972.000000 Penalty: 1036.987793
	Iteration 94Q: 3 clusters Score -4242972 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4242983.500000 Penalty: 1036.987793
	Iteration 95Q: 3 clusters Score -4242984 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -4243009.500000 Penalty: 1036.987793
	Iteration 96Q: 3 clusters Score -4243010 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4243029.000000 Penalty: 1036.987793
	Iteration 97Q: 3 clusters Score -4243029 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4243041.000000 Penalty: 1036.987793
	Iteration 98Q: 3 clusters Score -4243041 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4243047.500000 Penalty: 1036.987793
	Iteration 99Q: 3 clusters Score -4243048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4243052.000000 Penalty: 1036.987793
	Iteration 100F: 3 clusters Score -4243052 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4243058.500000 Penalty: 1036.987793
	Iteration 101Q: 3 clusters Score -4243058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4243064.500000 Penalty: 1036.987793
	Iteration 102Q: 3 clusters Score -4243064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4243072.500000 Penalty: 1036.987793
	Iteration 103Q: 3 clusters Score -4243072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4243077.500000 Penalty: 1036.987793
	Iteration 104Q: 3 clusters Score -4243078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4243080.000000 Penalty: 1036.987793
	Iteration 105Q: 3 clusters Score -4243080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4243090.000000 Penalty: 1036.987793
	Iteration 106Q: 3 clusters Score -4243090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4243096.500000 Penalty: 1036.987793
	Iteration 107Q: 3 clusters Score -4243096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4243094.000000 Penalty: 1036.987793
	Iteration 108Q: 3 clusters Score -4243094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85296 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -4243100.500000 Penalty: 1036.987793
	Iteration 109Q: 3 clusters Score -4243100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4243104.500000 Penalty: 1036.987793
	Iteration 110Q: 3 clusters Score -4243104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85389 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4243113.500000 Penalty: 1036.987793
	Iteration 111Q: 3 clusters Score -4243114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4243115.000000 Penalty: 1036.987793
	Iteration 112Q: 3 clusters Score -4243115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4243119.500000 Penalty: 1036.987793
	Iteration 113Q: 3 clusters Score -4243120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4243120.500000 Penalty: 1036.987793
	Iteration 114Q: 3 clusters Score -4243120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4243127.000000 Penalty: 1036.987793
	Iteration 115Q: 3 clusters Score -4243127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4243129.000000 Penalty: 1036.987793
	Iteration 116Q: 3 clusters Score -4243129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4243131.500000 Penalty: 1036.987793
	Iteration 117Q: 3 clusters Score -4243132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4243126.000000 Penalty: 1036.987793
	Iteration 118Q: 3 clusters Score -4243126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4243135.500000 Penalty: 1036.987793
	Iteration 119Q: 3 clusters Score -4243136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4243139.000000 Penalty: 1036.987793
	Iteration 120F: 3 clusters Score -4243139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85753 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4243144.000000 Penalty: 1036.987793
	Iteration 121Q: 3 clusters Score -4243144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4243147.000000 Penalty: 1036.987793
	Iteration 122Q: 3 clusters Score -4243147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85806 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4243145.000000 Penalty: 1036.987793
	Iteration 123Q: 3 clusters Score -4243145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4243147.500000 Penalty: 1036.987793
	Iteration 124Q: 3 clusters Score -4243148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4243152.000000 Penalty: 1036.987793
	Iteration 125Q: 3 clusters Score -4243152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4243160.000000 Penalty: 1036.987793
	Iteration 126Q: 3 clusters Score -4243160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4243160.000000 Penalty: 1036.987793
	Iteration 127Q: 3 clusters Score -4243160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4243160.000000 Penalty: 1036.987793
	Iteration 128Q: 3 clusters Score -4243160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -4243156.000000 Penalty: 1036.987793
	Iteration 129Q: 3 clusters Score -4243156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4243165.000000 Penalty: 1036.987793
	Iteration 130Q: 3 clusters Score -4243165 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4243174.000000 Penalty: 1036.987793
	Iteration 131Q: 3 clusters Score -4243174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4243178.000000 Penalty: 1036.987793
	Iteration 132Q: 3 clusters Score -4243178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4243189.500000 Penalty: 1036.987793
	Iteration 133Q: 3 clusters Score -4243190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4243188.000000 Penalty: 1036.987793
	Iteration 134Q: 3 clusters Score -4243188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4243187.000000 Penalty: 1036.987793
	Iteration 135Q: 3 clusters Score -4243187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4243189.500000 Penalty: 1036.987793
	Iteration 136Q: 3 clusters Score -4243190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4243186.000000 Penalty: 1036.987793
	Iteration 137Q: 3 clusters Score -4243186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4243189.500000 Penalty: 1036.987793
	Iteration 138Q: 3 clusters Score -4243190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4243184.000000 Penalty: 1036.987793
	Iteration 139Q: 3 clusters Score -4243184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4243188.500000 Penalty: 1036.987793
	Iteration 140F: 3 clusters Score -4243188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86382 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4243191.500000 Penalty: 1036.987793
	Iteration 141Q: 3 clusters Score -4243192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86392 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4243194.000000 Penalty: 1036.987793
	Iteration 142Q: 3 clusters Score -4243194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86402 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4243189.500000 Penalty: 1036.987793
	Iteration 143Q: 3 clusters Score -4243190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4243198.500000 Penalty: 1036.987793
	Iteration 144Q: 3 clusters Score -4243198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4243199.000000 Penalty: 1036.987793
	Iteration 145Q: 3 clusters Score -4243199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4243201.500000 Penalty: 1036.987793
	Iteration 146Q: 3 clusters Score -4243202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86475 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4243200.000000 Penalty: 1036.987793
	Iteration 147Q: 3 clusters Score -4243200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4243206.000000 Penalty: 1036.987793
	Iteration 148Q: 3 clusters Score -4243206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4243204.500000 Penalty: 1036.987793
	Iteration 149Q: 3 clusters Score -4243204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4243210.000000 Penalty: 1036.987793
	Iteration 150Q: 3 clusters Score -4243210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4243215.000000 Penalty: 1036.987793
	Iteration 151Q: 3 clusters Score -4243215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4243215.000000 Penalty: 1036.987793
	Iteration 152Q: 3 clusters Score -4243215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4243213.500000 Penalty: 1036.987793
	Iteration 153Q: 3 clusters Score -4243214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4243211.000000 Penalty: 1036.987793
	Iteration 154Q: 3 clusters Score -4243211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4243207.500000 Penalty: 1036.987793
	Iteration 155Q: 3 clusters Score -4243208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4243211.000000 Penalty: 1036.987793
	Iteration 156Q: 3 clusters Score -4243211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4243214.500000 Penalty: 1036.987793
	Iteration 157Q: 3 clusters Score -4243214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4243220.500000 Penalty: 1036.987793
	Iteration 158Q: 3 clusters Score -4243220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4243220.500000 Penalty: 1036.987793
	Iteration 159Q: 3 clusters Score -4243220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4243221.500000 Penalty: 1036.987793
	Iteration 160F: 3 clusters Score -4243222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4243220.000000 Penalty: 1036.987793
	Iteration 161Q: 3 clusters Score -4243220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4243218.500000 Penalty: 1036.987793
	Iteration 162Q: 3 clusters Score -4243218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4243218.500000 Penalty: 1036.987793
	Iteration 163Q: 3 clusters Score -4243218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4243215.500000 Penalty: 1036.987793
	Iteration 164Q: 3 clusters Score -4243216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4243210.500000 Penalty: 1036.987793
	Iteration 165Q: 3 clusters Score -4243210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4243210.500000 Penalty: 1036.987793
	Iteration 166Q: 3 clusters Score -4243210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4243210.000000 Penalty: 1036.987793
	Iteration 167Q: 3 clusters Score -4243210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4243210.000000 Penalty: 1036.987793
	Iteration 168Q: 3 clusters Score -4243210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4243210.000000 Penalty: 1036.987793
	Iteration 169F: 3 clusters Score -4243210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -39188.562500 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -39188.56 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 444 members 
Entering Unmasked Estep 
Score: -38451.167969 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -38451.17 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -38670.562500 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -38670.56 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -38738.222656 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -38738.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -38771.917969 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -38771.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -38797.062500 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -38797.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -38815.285156 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -38815.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -38831.273438 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -38831.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -38851.730469 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -38851.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -38861.875000 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -38861.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -38867.761719 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -38867.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -38872.152344 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -38872.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -38877.972656 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -38877.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -38883.542969 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -38883.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -38888.214844 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -38888.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38890.386719 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -38890.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -38891.593750 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -38891.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -38892.605469 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -38892.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -38892.906250 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -38892.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -38893.066406 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -38893.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -38893.066406 Penalty: 615.828247
	Iteration 19F: 3 clusters Score -38893.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -69063.320312 Penalty: 329.056458
	Iteration 0F: 2 clusters Score -69063.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -67993.210938 Penalty: 658.112915
	Iteration 0F: 3 clusters Score -67993.21 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -68305.234375 Penalty: 658.112915
	Iteration 1F: 3 clusters Score -68305.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -68350.578125 Penalty: 658.112915
	Iteration 2F: 3 clusters Score -68350.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -68375.656250 Penalty: 658.112915
	Iteration 3Q: 3 clusters Score -68375.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -68397.054688 Penalty: 658.112915
	Iteration 4Q: 3 clusters Score -68397.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -68414.781250 Penalty: 658.112915
	Iteration 5Q: 3 clusters Score -68414.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -68430.031250 Penalty: 658.112915
	Iteration 6Q: 3 clusters Score -68430.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -68444.820312 Penalty: 658.112915
	Iteration 7Q: 3 clusters Score -68444.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -68456.593750 Penalty: 658.112915
	Iteration 8Q: 3 clusters Score -68456.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -68468.007812 Penalty: 658.112915
	Iteration 9Q: 3 clusters Score -68468.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -68476.671875 Penalty: 658.112915
	Iteration 10Q: 3 clusters Score -68476.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68484.406250 Penalty: 658.112915
	Iteration 11Q: 3 clusters Score -68484.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68493.945312 Penalty: 658.112915
	Iteration 12Q: 3 clusters Score -68493.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -68503.000000 Penalty: 658.112915
	Iteration 13Q: 3 clusters Score -68503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -68511.945312 Penalty: 658.112915
	Iteration 14Q: 3 clusters Score -68511.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -68519.218750 Penalty: 658.112915
	Iteration 15Q: 3 clusters Score -68519.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -68527.734375 Penalty: 658.112915
	Iteration 16Q: 3 clusters Score -68527.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -68539.726562 Penalty: 658.112915
	Iteration 17Q: 3 clusters Score -68539.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -68554.296875 Penalty: 658.112915
	Iteration 18Q: 3 clusters Score -68554.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68567.281250 Penalty: 658.112915
	Iteration 19Q: 3 clusters Score -68567.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68578.414062 Penalty: 658.112915
	Iteration 20F: 3 clusters Score -68578.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68588.960938 Penalty: 658.112915
	Iteration 21Q: 3 clusters Score -68588.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68595.085938 Penalty: 658.112915
	Iteration 22Q: 3 clusters Score -68595.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68605.109375 Penalty: 658.112915
	Iteration 23Q: 3 clusters Score -68605.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68610.828125 Penalty: 658.112915
	Iteration 24Q: 3 clusters Score -68610.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68618.812500 Penalty: 658.112915
	Iteration 25Q: 3 clusters Score -68618.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68633.117188 Penalty: 658.112915
	Iteration 26Q: 3 clusters Score -68633.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68653.382812 Penalty: 658.112915
	Iteration 27Q: 3 clusters Score -68653.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68668.421875 Penalty: 658.112915
	Iteration 28Q: 3 clusters Score -68668.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68686.210938 Penalty: 658.112915
	Iteration 29Q: 3 clusters Score -68686.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68699.632812 Penalty: 658.112915
	Iteration 30Q: 3 clusters Score -68699.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -68714.093750 Penalty: 658.112915
	Iteration 31Q: 3 clusters Score -68714.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -68724.898438 Penalty: 658.112915
	Iteration 32Q: 3 clusters Score -68724.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68735.523438 Penalty: 658.112915
	Iteration 33Q: 3 clusters Score -68735.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -68746.851562 Penalty: 658.112915
	Iteration 34Q: 3 clusters Score -68746.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -68757.085938 Penalty: 658.112915
	Iteration 35Q: 3 clusters Score -68757.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -68766.109375 Penalty: 658.112915
	Iteration 36Q: 3 clusters Score -68766.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -68772.382812 Penalty: 658.112915
	Iteration 37Q: 3 clusters Score -68772.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -68774.546875 Penalty: 658.112915
	Iteration 38Q: 3 clusters Score -68774.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -68776.710938 Penalty: 658.112915
	Iteration 39Q: 3 clusters Score -68776.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -68779.000000 Penalty: 658.112915
	Iteration 40F: 3 clusters Score -68779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -68780.117188 Penalty: 658.112915
	Iteration 41Q: 3 clusters Score -68780.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -68781.179688 Penalty: 658.112915
	Iteration 42Q: 3 clusters Score -68781.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -68783.546875 Penalty: 658.112915
	Iteration 43Q: 3 clusters Score -68783.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -68783.773438 Penalty: 658.112915
	Iteration 44Q: 3 clusters Score -68783.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -68784.828125 Penalty: 658.112915
	Iteration 45Q: 3 clusters Score -68784.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -68785.812500 Penalty: 658.112915
	Iteration 46Q: 3 clusters Score -68785.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -68785.812500 Penalty: 658.112915
	Iteration 47F: 3 clusters Score -68785.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (154518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154518 members 
Entering Unmasked Estep 
Score: -7807111.500000 Penalty: 543.636963
	Iteration 0F: 2 clusters Score -7807112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
Score: -7728637.500000 Penalty: 1087.273926
	Iteration 0F: 3 clusters Score -7728638 nChanged 75717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -7776209.500000 Penalty: 1087.273926
	Iteration 1F: 3 clusters Score -7776210 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94325 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -7779195.000000 Penalty: 1087.273926
	Iteration 2F: 3 clusters Score -7779195 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103179 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -7785232.000000 Penalty: 1087.273926
	Iteration 3F: 3 clusters Score -7785232 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113716 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -7794552.000000 Penalty: 1087.273926
	Iteration 4F: 3 clusters Score -7794552 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126155 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -7801715.500000 Penalty: 1087.273926
	Iteration 5F: 3 clusters Score -7801716 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138072 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -7804663.000000 Penalty: 1087.273926
	Iteration 6F: 3 clusters Score -7804663 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145796 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -7805526.000000 Penalty: 1087.273926
	Iteration 7F: 3 clusters Score -7805526 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149677 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -7806262.500000 Penalty: 1087.273926
	Iteration 8Q: 3 clusters Score -7806262 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151469 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7806473.000000 Penalty: 1087.273926
	Iteration 9Q: 3 clusters Score -7806473 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152398 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7806629.500000 Penalty: 1087.273926
	Iteration 10Q: 3 clusters Score -7806630 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152901 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7806669.500000 Penalty: 1087.273926
	Iteration 11Q: 3 clusters Score -7806670 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7806702.500000 Penalty: 1087.273926
	Iteration 12Q: 3 clusters Score -7806702 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153384 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7806701.500000 Penalty: 1087.273926
	Iteration 13Q: 3 clusters Score -7806702 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153520 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7806726.000000 Penalty: 1087.273926
	Iteration 14Q: 3 clusters Score -7806726 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7806780.000000 Penalty: 1087.273926
	Iteration 15Q: 3 clusters Score -7806780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153673 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7806822.500000 Penalty: 1087.273926
	Iteration 16Q: 3 clusters Score -7806822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7806794.500000 Penalty: 1087.273926
	Iteration 17Q: 3 clusters Score -7806794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153750 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7806796.500000 Penalty: 1087.273926
	Iteration 18Q: 3 clusters Score -7806796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153773 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7806811.000000 Penalty: 1087.273926
	Iteration 19Q: 3 clusters Score -7806811 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153785 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7806805.500000 Penalty: 1087.273926
	Iteration 20F: 3 clusters Score -7806806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153800 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7806840.500000 Penalty: 1087.273926
	Iteration 21Q: 3 clusters Score -7806840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153805 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7806851.500000 Penalty: 1087.273926
	Iteration 22Q: 3 clusters Score -7806852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7806886.500000 Penalty: 1087.273926
	Iteration 23Q: 3 clusters Score -7806886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153810 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7806901.000000 Penalty: 1087.273926
	Iteration 24Q: 3 clusters Score -7806901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153824 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7806918.500000 Penalty: 1087.273926
	Iteration 25Q: 3 clusters Score -7806918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153830 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7806937.000000 Penalty: 1087.273926
	Iteration 26Q: 3 clusters Score -7806937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153829 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7806933.500000 Penalty: 1087.273926
	Iteration 27Q: 3 clusters Score -7806934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153830 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7806941.500000 Penalty: 1087.273926
	Iteration 28Q: 3 clusters Score -7806942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7806951.500000 Penalty: 1087.273926
	Iteration 29Q: 3 clusters Score -7806952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153830 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7806961.000000 Penalty: 1087.273926
	Iteration 30Q: 3 clusters Score -7806961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153837 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7806958.000000 Penalty: 1087.273926
	Iteration 31Q: 3 clusters Score -7806958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153839 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7806966.000000 Penalty: 1087.273926
	Iteration 32Q: 3 clusters Score -7806966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153843 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7806979.500000 Penalty: 1087.273926
	Iteration 33Q: 3 clusters Score -7806980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153843 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7806970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153843 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7806975.500000 Penalty: 1087.273926
	Iteration 35Q: 3 clusters Score -7806976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153836 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7806975.000000 Penalty: 1087.273926
	Iteration 36Q: 3 clusters Score -7806975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7806980.500000 Penalty: 1087.273926
	Iteration 37Q: 3 clusters Score -7806980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153834 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7806968.000000 Penalty: 1087.273926
	Iteration 38Q: 3 clusters Score -7806968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7806968.500000 Penalty: 1087.273926
	Iteration 39Q: 3 clusters Score -7806968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7806978.000000 Penalty: 1087.273926
	Iteration 40F: 3 clusters Score -7806978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153827 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7806972.500000 Penalty: 1087.273926
	Iteration 41Q: 3 clusters Score -7806972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153825 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7806973.000000 Penalty: 1087.273926
	Iteration 42Q: 3 clusters Score -7806973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153814 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7806975.500000 Penalty: 1087.273926
	Iteration 43Q: 3 clusters Score -7806976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153807 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7806964.500000 Penalty: 1087.273926
	Iteration 44Q: 3 clusters Score -7806964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153808 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7806960.000000 Penalty: 1087.273926
	Iteration 45Q: 3 clusters Score -7806960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153806 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7806961.000000 Penalty: 1087.273926
	Iteration 46Q: 3 clusters Score -7806961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153794 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7806974.500000 Penalty: 1087.273926
	Iteration 47Q: 3 clusters Score -7806974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153786 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7806991.500000 Penalty: 1087.273926
	Iteration 48Q: 3 clusters Score -7806992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153768 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7806991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153758 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7807005.500000 Penalty: 1087.273926
	Iteration 50Q: 3 clusters Score -7807006 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7807010.500000 Penalty: 1087.273926
	Iteration 51Q: 3 clusters Score -7807010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153733 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7807026.500000 Penalty: 1087.273926
	Iteration 52Q: 3 clusters Score -7807026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153718 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7807055.000000 Penalty: 1087.273926
	Iteration 53Q: 3 clusters Score -7807055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7807051.500000 Penalty: 1087.273926
	Iteration 54Q: 3 clusters Score -7807052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153692 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7807067.500000 Penalty: 1087.273926
	Iteration 55Q: 3 clusters Score -7807068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153671 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7807073.000000 Penalty: 1087.273926
	Iteration 56Q: 3 clusters Score -7807073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153652 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7807084.500000 Penalty: 1087.273926
	Iteration 57Q: 3 clusters Score -7807084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153637 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7807077.000000 Penalty: 1087.273926
	Iteration 58Q: 3 clusters Score -7807077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153624 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7807095.000000 Penalty: 1087.273926
	Iteration 59Q: 3 clusters Score -7807095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7807101.000000 Penalty: 1087.273926
	Iteration 60F: 3 clusters Score -7807101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153582 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7807113.000000 Penalty: 1087.273926
	Iteration 61Q: 3 clusters Score -7807113 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153563 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7807110.500000 Penalty: 1087.273926
	Iteration 62Q: 3 clusters Score -7807110 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7807111 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153543 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7807116.000000 Penalty: 1087.273926
	Iteration 64Q: 3 clusters Score -7807116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153529 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7807119.500000 Penalty: 1087.273926
	Iteration 65Q: 3 clusters Score -7807120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153519 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7807113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7807105.000000 Penalty: 1087.273926
	Iteration 67Q: 3 clusters Score -7807105 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7807112.000000 Penalty: 1087.273926
	Iteration 68Q: 3 clusters Score -7807112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7807131.000000 Penalty: 1087.273926
	Iteration 69Q: 3 clusters Score -7807131 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153489 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7807132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7807135.500000 Penalty: 1087.273926
	Iteration 71Q: 3 clusters Score -7807136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153460 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7807109.000000 Penalty: 1087.273926
	Iteration 72Q: 3 clusters Score -7807109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153453 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7807126.500000 Penalty: 1087.273926
	Iteration 73Q: 3 clusters Score -7807126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153447 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7807124.000000 Penalty: 1087.273926
	Iteration 74Q: 3 clusters Score -7807124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153442 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7807133.000000 Penalty: 1087.273926
	Iteration 75Q: 3 clusters Score -7807133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153433 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7807144.000000 Penalty: 1087.273926
	Iteration 76Q: 3 clusters Score -7807144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153429 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7807156.000000 Penalty: 1087.273926
	Iteration 77Q: 3 clusters Score -7807156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153422 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7807156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153415 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7807155.500000 Penalty: 1087.273926
	Iteration 79Q: 3 clusters Score -7807156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153413 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7807161.000000 Penalty: 1087.273926
	Iteration 80F: 3 clusters Score -7807161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7807165.500000 Penalty: 1087.273926
	Iteration 81Q: 3 clusters Score -7807166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7807169.500000 Penalty: 1087.273926
	Iteration 82Q: 3 clusters Score -7807170 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7807167.500000 Penalty: 1087.273926
	Iteration 83Q: 3 clusters Score -7807168 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153400 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7807178.500000 Penalty: 1087.273926
	Iteration 84Q: 3 clusters Score -7807178 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7807170 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153385 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7807168 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153380 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7807172.500000 Penalty: 1087.273926
	Iteration 87Q: 3 clusters Score -7807172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153376 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7807174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7807166.500000 Penalty: 1087.273926
	Iteration 89Q: 3 clusters Score -7807166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153367 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7807165.500000 Penalty: 1087.273926
	Iteration 90Q: 3 clusters Score -7807166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153362 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7807175.000000 Penalty: 1087.273926
	Iteration 91Q: 3 clusters Score -7807175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7807182.500000 Penalty: 1087.273926
	Iteration 92Q: 3 clusters Score -7807182 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153359 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7807182 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153359 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7807182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7807177.000000 Penalty: 1087.273926
	Iteration 95Q: 3 clusters Score -7807177 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7807182 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153347 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7807158.000000 Penalty: 1087.273926
	Iteration 97Q: 3 clusters Score -7807158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153339 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7807180.500000 Penalty: 1087.273926
	Iteration 98Q: 3 clusters Score -7807180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153334 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7807177.500000 Penalty: 1087.273926
	Iteration 99Q: 3 clusters Score -7807178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153331 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7807175.000000 Penalty: 1087.273926
	Iteration 100F: 3 clusters Score -7807175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153327 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7807184.000000 Penalty: 1087.273926
	Iteration 101Q: 3 clusters Score -7807184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153325 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7807180.000000 Penalty: 1087.273926
	Iteration 102Q: 3 clusters Score -7807180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153318 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7807193.500000 Penalty: 1087.273926
	Iteration 103Q: 3 clusters Score -7807194 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7807196.500000 Penalty: 1087.273926
	Iteration 104Q: 3 clusters Score -7807196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153305 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7807199.000000 Penalty: 1087.273926
	Iteration 105Q: 3 clusters Score -7807199 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7807208.500000 Penalty: 1087.273926
	Iteration 106Q: 3 clusters Score -7807208 nChanged 7
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Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7807210 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153285 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7807200.500000 Penalty: 1087.273926
	Iteration 108Q: 3 clusters Score -7807200 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153280 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7807199 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153270 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7807194 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153264 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7807196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153255 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7807195.000000 Penalty: 1087.273926
	Iteration 112Q: 3 clusters Score -7807195 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153245 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7807196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153240 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7807189.000000 Penalty: 1087.273926
	Iteration 114Q: 3 clusters Score -7807189 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7807190 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 153224 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7807191.500000 Penalty: 1087.273926
	Iteration 116Q: 3 clusters Score -7807192 nChanged 19
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Mstep: Class 1 contains 153215 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7807197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153204 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7807201.500000 Penalty: 1087.273926
	Iteration 118Q: 3 clusters Score -7807202 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7807194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153178 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7807196.000000 Penalty: 1087.273926
	Iteration 120F: 3 clusters Score -7807196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153170 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7807187.500000 Penalty: 1087.273926
	Iteration 121Q: 3 clusters Score -7807188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153156 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7807199.000000 Penalty: 1087.273926
	Iteration 122Q: 3 clusters Score -7807199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 153108 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 153050 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -7823736 nChanged 930
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	Iteration 230Q: 3 clusters Score -7825844 nChanged 578
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	Iteration 231Q: 3 clusters Score -7825926 nChanged 585
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	Iteration 240F: 3 clusters Score -7826078 nChanged 478
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	Iteration 244Q: 3 clusters Score -7826022 nChanged 596
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	Iteration 260F: 3 clusters Score -7824688 nChanged 872
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	Iteration 263Q: 3 clusters Score -7824740 nChanged 908
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	Iteration 265Q: 3 clusters Score -7824810 nChanged 919
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	Iteration 269Q: 3 clusters Score -7824939 nChanged 889
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	Iteration 320F: 3 clusters Score -7824468 nChanged 1649
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	Iteration 324Q: 3 clusters Score -7823334 nChanged 2322
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	Iteration 340F: 3 clusters Score -7816156 nChanged 1717
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	Iteration 360F: 3 clusters Score -7815444 nChanged 669
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	Iteration 361Q: 3 clusters Score -7815494 nChanged 626
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	Iteration 362Q: 3 clusters Score -7815668 nChanged 623
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	Iteration 366Q: 3 clusters Score -7815962 nChanged 671
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	Iteration 369Q: 3 clusters Score -7816728 nChanged 748
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	Iteration 380F: 3 clusters Score -7818189 nChanged 932
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	Iteration 399Q: 3 clusters Score -7824488 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 118394 members 
Entering Unmasked Estep 
Score: -7824849.500000 Penalty: 1087.273926
	Iteration 400F: 3 clusters Score -7824850 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 117444 members 
Entering Unmasked Estep 
Score: -7825265.500000 Penalty: 1087.273926
	Iteration 401Q: 3 clusters Score -7825266 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -7825541.000000 Penalty: 1087.273926
	Iteration 402Q: 3 clusters Score -7825541 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 116053 members 
Entering Unmasked Estep 
Score: -7825820.000000 Penalty: 1087.273926
	Iteration 403Q: 3 clusters Score -7825820 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 115494 members 
Entering Unmasked Estep 
Score: -7826009.000000 Penalty: 1087.273926
	Iteration 404Q: 3 clusters Score -7826009 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 114968 members 
Entering Unmasked Estep 
Score: -7826216.500000 Penalty: 1087.273926
	Iteration 405Q: 3 clusters Score -7826216 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 114533 members 
Entering Unmasked Estep 
Score: -7826315.000000 Penalty: 1087.273926
	Iteration 406Q: 3 clusters Score -7826315 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 114182 members 
Entering Unmasked Estep 
Score: -7826416.000000 Penalty: 1087.273926
	Iteration 407Q: 3 clusters Score -7826416 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 113848 members 
Entering Unmasked Estep 
Score: -7826495.000000 Penalty: 1087.273926
	Iteration 408Q: 3 clusters Score -7826495 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -7826568.500000 Penalty: 1087.273926
	Iteration 409Q: 3 clusters Score -7826568 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 113291 members 
Entering Unmasked Estep 
Score: -7826624.000000 Penalty: 1087.273926
	Iteration 410Q: 3 clusters Score -7826624 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 113121 members 
Entering Unmasked Estep 
Score: -7826656.000000 Penalty: 1087.273926
	Iteration 411Q: 3 clusters Score -7826656 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 112984 members 
Entering Unmasked Estep 
Score: -7826641.500000 Penalty: 1087.273926
	Iteration 412Q: 3 clusters Score -7826642 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -7826673.500000 Penalty: 1087.273926
	Iteration 413Q: 3 clusters Score -7826674 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 112801 members 
Entering Unmasked Estep 
Score: -7826684.000000 Penalty: 1087.273926
	Iteration 414Q: 3 clusters Score -7826684 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 112707 members 
Entering Unmasked Estep 
Score: -7826707.000000 Penalty: 1087.273926
	Iteration 415Q: 3 clusters Score -7826707 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 112627 members 
Entering Unmasked Estep 
Score: -7826718.000000 Penalty: 1087.273926
	Iteration 416Q: 3 clusters Score -7826718 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 112553 members 
Entering Unmasked Estep 
Score: -7826728.000000 Penalty: 1087.273926
	Iteration 417Q: 3 clusters Score -7826728 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 112503 members 
Entering Unmasked Estep 
Score: -7826720.000000 Penalty: 1087.273926
	Iteration 418Q: 3 clusters Score -7826720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 112460 members 
Entering Unmasked Estep 
Score: -7826757.000000 Penalty: 1087.273926
	Iteration 419Q: 3 clusters Score -7826757 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 112419 members 
Entering Unmasked Estep 
Score: -7826751.000000 Penalty: 1087.273926
	Iteration 420F: 3 clusters Score -7826751 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 112384 members 
Entering Unmasked Estep 
Score: -7826756.000000 Penalty: 1087.273926
	Iteration 421Q: 3 clusters Score -7826756 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 112366 members 
Entering Unmasked Estep 
Score: -7826759.500000 Penalty: 1087.273926
	Iteration 422Q: 3 clusters Score -7826760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 112366 members 
Entering Unmasked Estep 
Score: -7826737.000000 Penalty: 1087.273926
	Iteration 423Q: 3 clusters Score -7826737 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 112360 members 
Entering Unmasked Estep 
Score: -7826737.500000 Penalty: 1087.273926
	Iteration 424Q: 3 clusters Score -7826738 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 112352 members 
Entering Unmasked Estep 
Score: -7826726.000000 Penalty: 1087.273926
	Iteration 425Q: 3 clusters Score -7826726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -7826726.500000 Penalty: 1087.273926
	Iteration 426Q: 3 clusters Score -7826726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 112363 members 
Entering Unmasked Estep 
Score: -7826735.500000 Penalty: 1087.273926
	Iteration 427Q: 3 clusters Score -7826736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 112381 members 
Entering Unmasked Estep 
Score: -7826723.000000 Penalty: 1087.273926
	Iteration 428Q: 3 clusters Score -7826723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 112391 members 
Entering Unmasked Estep 
Score: -7826705.000000 Penalty: 1087.273926
	Iteration 429Q: 3 clusters Score -7826705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 112388 members 
Entering Unmasked Estep 
Score: -7826719.500000 Penalty: 1087.273926
	Iteration 430Q: 3 clusters Score -7826720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 112395 members 
Entering Unmasked Estep 
Score: -7826715.500000 Penalty: 1087.273926
	Iteration 431Q: 3 clusters Score -7826716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 112396 members 
Entering Unmasked Estep 
Score: -7826711.000000 Penalty: 1087.273926
	Iteration 432Q: 3 clusters Score -7826711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 112396 members 
Entering Unmasked Estep 
Score: -7826716.500000 Penalty: 1087.273926
	Iteration 433Q: 3 clusters Score -7826716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 112400 members 
Entering Unmasked Estep 
Score: -7826715.500000 Penalty: 1087.273926
	Iteration 434Q: 3 clusters Score -7826716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 112404 members 
Entering Unmasked Estep 
Score: -7826720.500000 Penalty: 1087.273926
	Iteration 435Q: 3 clusters Score -7826720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 112410 members 
Entering Unmasked Estep 
Score: -7826710.000000 Penalty: 1087.273926
	Iteration 436Q: 3 clusters Score -7826710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 112417 members 
Entering Unmasked Estep 
Score: -7826718.000000 Penalty: 1087.273926
	Iteration 437Q: 3 clusters Score -7826718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 112426 members 
Entering Unmasked Estep 
Score: -7826719.000000 Penalty: 1087.273926
	Iteration 438Q: 3 clusters Score -7826719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 112441 members 
Entering Unmasked Estep 
Score: -7826710.500000 Penalty: 1087.273926
	Iteration 439Q: 3 clusters Score -7826710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 112449 members 
Entering Unmasked Estep 
Score: -7826705.000000 Penalty: 1087.273926
	Iteration 440F: 3 clusters Score -7826705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 112459 members 
Entering Unmasked Estep 
Score: -7826702.500000 Penalty: 1087.273926
	Iteration 441Q: 3 clusters Score -7826702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 112460 members 
Entering Unmasked Estep 
Score: -7826698.000000 Penalty: 1087.273926
	Iteration 442Q: 3 clusters Score -7826698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 112459 members 
Entering Unmasked Estep 
Score: -7826701.500000 Penalty: 1087.273926
	Iteration 443Q: 3 clusters Score -7826702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 112460 members 
Entering Unmasked Estep 
Score: -7826692.000000 Penalty: 1087.273926
	Iteration 444Q: 3 clusters Score -7826692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 112464 members 
Entering Unmasked Estep 
Score: -7826686.000000 Penalty: 1087.273926
	Iteration 445Q: 3 clusters Score -7826686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 112467 members 
Entering Unmasked Estep 
Score: -7826681.000000 Penalty: 1087.273926
	Iteration 446Q: 3 clusters Score -7826681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 112468 members 
Entering Unmasked Estep 
Score: -7826683.000000 Penalty: 1087.273926
	Iteration 447Q: 3 clusters Score -7826683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 112470 members 
Entering Unmasked Estep 
Score: -7826688.000000 Penalty: 1087.273926
	Iteration 448Q: 3 clusters Score -7826688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 112471 members 
Entering Unmasked Estep 
Score: -7826689.500000 Penalty: 1087.273926
	Iteration 449Q: 3 clusters Score -7826690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 112477 members 
Entering Unmasked Estep 
Score: -7826691.500000 Penalty: 1087.273926
	Iteration 450Q: 3 clusters Score -7826692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 112482 members 
Entering Unmasked Estep 
Score: -7826691.500000 Penalty: 1087.273926
	Iteration 451Q: 3 clusters Score -7826692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 112486 members 
Entering Unmasked Estep 
Score: -7826689.000000 Penalty: 1087.273926
	Iteration 452Q: 3 clusters Score -7826689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 112488 members 
Entering Unmasked Estep 
Score: -7826691.000000 Penalty: 1087.273926
	Iteration 453Q: 3 clusters Score -7826691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 112490 members 
Entering Unmasked Estep 
Score: -7826692.000000 Penalty: 1087.273926
	Iteration 454Q: 3 clusters Score -7826692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 112492 members 
Entering Unmasked Estep 
Score: -7826689.500000 Penalty: 1087.273926
	Iteration 455Q: 3 clusters Score -7826690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 112489 members 
Entering Unmasked Estep 
Score: -7826703.000000 Penalty: 1087.273926
	Iteration 456Q: 3 clusters Score -7826703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 112490 members 
Entering Unmasked Estep 
Score: -7826699.500000 Penalty: 1087.273926
	Iteration 457Q: 3 clusters Score -7826700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 112491 members 
Entering Unmasked Estep 
Score: -7826699.000000 Penalty: 1087.273926
	Iteration 458Q: 3 clusters Score -7826699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 112490 members 
Entering Unmasked Estep 
Score: -7826700.000000 Penalty: 1087.273926
	Iteration 459Q: 3 clusters Score -7826700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 112492 members 
Entering Unmasked Estep 
Score: -7826694.500000 Penalty: 1087.273926
	Iteration 460F: 3 clusters Score -7826694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 112492 members 
Entering Unmasked Estep 
Score: -7826695.000000 Penalty: 1087.273926
	Iteration 461Q: 3 clusters Score -7826695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 112490 members 
Entering Unmasked Estep 
Score: -7826694.500000 Penalty: 1087.273926
	Iteration 462Q: 3 clusters Score -7826694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 112490 members 
Entering Unmasked Estep 
Score: -7826694.500000 Penalty: 1087.273926
	Iteration 463F: 3 clusters Score -7826694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 112490 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 42028 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 9185 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 183559 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 194514 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Entering Unmasked Estep 
Score: -90554688.000000 Penalty: 30330.355469
Splitting cluster 24 changes total score from -90539280.000000 to -90554688.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 25 (19065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Entering Unmasked Estep 
Score: -899624.812500 Penalty: 448.430237
	Iteration 0F: 2 clusters Score -899624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -886871.375000 Penalty: 896.860474
	Iteration 0F: 3 clusters Score -886871.4 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -892275.500000 Penalty: 896.860474
	Iteration 1F: 3 clusters Score -892275.5 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -892715.875000 Penalty: 896.860474
	Iteration 2F: 3 clusters Score -892715.9 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -893322.437500 Penalty: 896.860474
	Iteration 3F: 3 clusters Score -893322.4 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -894088.250000 Penalty: 896.860474
	Iteration 4F: 3 clusters Score -894088.2 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -894964.750000 Penalty: 896.860474
	Iteration 5F: 3 clusters Score -894964.8 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -895972.812500 Penalty: 896.860474
	Iteration 6F: 3 clusters Score -895972.8 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -896973.187500 Penalty: 896.860474
	Iteration 7F: 3 clusters Score -896973.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -897728.375000 Penalty: 896.860474
	Iteration 8Q: 3 clusters Score -897728.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -898238.812500 Penalty: 896.860474
	Iteration 9Q: 3 clusters Score -898238.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -898583.250000 Penalty: 896.860474
	Iteration 10Q: 3 clusters Score -898583.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -898808.000000 Penalty: 896.860474
	Iteration 11Q: 3 clusters Score -898808 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -898942.125000 Penalty: 896.860474
	Iteration 12Q: 3 clusters Score -898942.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -899031.125000 Penalty: 896.860474
	Iteration 13Q: 3 clusters Score -899031.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -899087.312500 Penalty: 896.860474
	Iteration 14Q: 3 clusters Score -899087.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -899126.562500 Penalty: 896.860474
	Iteration 15Q: 3 clusters Score -899126.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -899156.125000 Penalty: 896.860474
	Iteration 16Q: 3 clusters Score -899156.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -899178.625000 Penalty: 896.860474
	Iteration 17Q: 3 clusters Score -899178.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -899202.562500 Penalty: 896.860474
	Iteration 18Q: 3 clusters Score -899202.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -899218.312500 Penalty: 896.860474
	Iteration 19Q: 3 clusters Score -899218.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -899229.125000 Penalty: 896.860474
	Iteration 20F: 3 clusters Score -899229.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -899236.812500 Penalty: 896.860474
	Iteration 21Q: 3 clusters Score -899236.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -899239.687500 Penalty: 896.860474
	Iteration 22Q: 3 clusters Score -899239.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -899247.000000 Penalty: 896.860474
	Iteration 23Q: 3 clusters Score -899247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -899249.375000 Penalty: 896.860474
	Iteration 24Q: 3 clusters Score -899249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -899251.000000 Penalty: 896.860474
	Iteration 25Q: 3 clusters Score -899251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -899254.500000 Penalty: 896.860474
	Iteration 26Q: 3 clusters Score -899254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -899254.312500 Penalty: 896.860474
	Iteration 27Q: 3 clusters Score -899254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -899254.937500 Penalty: 896.860474
	Iteration 28Q: 3 clusters Score -899254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -899254.000000 Penalty: 896.860474
	Iteration 29Q: 3 clusters Score -899254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -899254.500000 Penalty: 896.860474
	Iteration 30Q: 3 clusters Score -899254.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -899254.500000 Penalty: 896.860474
	Iteration 31F: 3 clusters Score -899254.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Entering Unmasked Estep 
Score: -341853.500000 Penalty: 403.647095
	Iteration 0F: 2 clusters Score -341853.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -337019.187500 Penalty: 807.294189
	Iteration 0F: 3 clusters Score -337019.2 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -338860.812500 Penalty: 807.294189
	Iteration 1F: 3 clusters Score -338860.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -339019.000000 Penalty: 807.294189
	Iteration 2F: 3 clusters Score -339019 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -339159.875000 Penalty: 807.294189
	Iteration 3F: 3 clusters Score -339159.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -339308.156250 Penalty: 807.294189
	Iteration 4Q: 3 clusters Score -339308.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -339457.312500 Penalty: 807.294189
	Iteration 5Q: 3 clusters Score -339457.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -339620.500000 Penalty: 807.294189
	Iteration 6Q: 3 clusters Score -339620.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -339806.937500 Penalty: 807.294189
	Iteration 7Q: 3 clusters Score -339806.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -340032.968750 Penalty: 807.294189
	Iteration 8Q: 3 clusters Score -340033 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -340223.593750 Penalty: 807.294189
	Iteration 9Q: 3 clusters Score -340223.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -340370.031250 Penalty: 807.294189
	Iteration 10Q: 3 clusters Score -340370 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -340442.875000 Penalty: 807.294189
	Iteration 11Q: 3 clusters Score -340442.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -340481.750000 Penalty: 807.294189
	Iteration 12Q: 3 clusters Score -340481.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -340513.906250 Penalty: 807.294189
	Iteration 13Q: 3 clusters Score -340513.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -340540.031250 Penalty: 807.294189
	Iteration 14Q: 3 clusters Score -340540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -340573.406250 Penalty: 807.294189
	Iteration 15Q: 3 clusters Score -340573.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -340610.812500 Penalty: 807.294189
	Iteration 16Q: 3 clusters Score -340610.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -340656.687500 Penalty: 807.294189
	Iteration 17Q: 3 clusters Score -340656.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -340703.062500 Penalty: 807.294189
	Iteration 18Q: 3 clusters Score -340703.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -340741.781250 Penalty: 807.294189
	Iteration 19Q: 3 clusters Score -340741.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -340785.000000 Penalty: 807.294189
	Iteration 20F: 3 clusters Score -340785 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -340825.531250 Penalty: 807.294189
	Iteration 21Q: 3 clusters Score -340825.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -340864.000000 Penalty: 807.294189
	Iteration 22Q: 3 clusters Score -340864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -340892.093750 Penalty: 807.294189
	Iteration 23Q: 3 clusters Score -340892.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -340918.093750 Penalty: 807.294189
	Iteration 24Q: 3 clusters Score -340918.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -340949.187500 Penalty: 807.294189
	Iteration 25Q: 3 clusters Score -340949.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -340982.562500 Penalty: 807.294189
	Iteration 26Q: 3 clusters Score -340982.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -341008.812500 Penalty: 807.294189
	Iteration 27Q: 3 clusters Score -341008.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -341031.093750 Penalty: 807.294189
	Iteration 28Q: 3 clusters Score -341031.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -341052.875000 Penalty: 807.294189
	Iteration 29Q: 3 clusters Score -341052.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -341076.343750 Penalty: 807.294189
	Iteration 30Q: 3 clusters Score -341076.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -341099.625000 Penalty: 807.294189
	Iteration 31Q: 3 clusters Score -341099.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -341128.156250 Penalty: 807.294189
	Iteration 32Q: 3 clusters Score -341128.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -341163.031250 Penalty: 807.294189
	Iteration 33Q: 3 clusters Score -341163 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -341187.718750 Penalty: 807.294189
	Iteration 34Q: 3 clusters Score -341187.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -341207.343750 Penalty: 807.294189
	Iteration 35Q: 3 clusters Score -341207.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -341228.468750 Penalty: 807.294189
	Iteration 36Q: 3 clusters Score -341228.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -341248.718750 Penalty: 807.294189
	Iteration 37Q: 3 clusters Score -341248.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -341270.593750 Penalty: 807.294189
	Iteration 38Q: 3 clusters Score -341270.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -341293.593750 Penalty: 807.294189
	Iteration 39Q: 3 clusters Score -341293.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -341311.906250 Penalty: 807.294189
	Iteration 40F: 3 clusters Score -341311.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -341327.343750 Penalty: 807.294189
	Iteration 41Q: 3 clusters Score -341327.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -341339.531250 Penalty: 807.294189
	Iteration 42Q: 3 clusters Score -341339.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -341343.906250 Penalty: 807.294189
	Iteration 43Q: 3 clusters Score -341343.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -341352.406250 Penalty: 807.294189
	Iteration 44Q: 3 clusters Score -341352.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -341359.468750 Penalty: 807.294189
	Iteration 45Q: 3 clusters Score -341359.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -341371.156250 Penalty: 807.294189
	Iteration 46Q: 3 clusters Score -341371.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -341381.968750 Penalty: 807.294189
	Iteration 47Q: 3 clusters Score -341382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -341386.593750 Penalty: 807.294189
	Iteration 48Q: 3 clusters Score -341386.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -341393.156250 Penalty: 807.294189
	Iteration 49Q: 3 clusters Score -341393.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -341400.750000 Penalty: 807.294189
	Iteration 50Q: 3 clusters Score -341400.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -341406.906250 Penalty: 807.294189
	Iteration 51Q: 3 clusters Score -341406.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -341411.093750 Penalty: 807.294189
	Iteration 52Q: 3 clusters Score -341411.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -341418.968750 Penalty: 807.294189
	Iteration 53Q: 3 clusters Score -341419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -341428.312500 Penalty: 807.294189
	Iteration 54Q: 3 clusters Score -341428.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -341436.031250 Penalty: 807.294189
	Iteration 55Q: 3 clusters Score -341436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -341441.968750 Penalty: 807.294189
	Iteration 56Q: 3 clusters Score -341442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -341446.093750 Penalty: 807.294189
	Iteration 57Q: 3 clusters Score -341446.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -341450.593750 Penalty: 807.294189
	Iteration 58Q: 3 clusters Score -341450.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -341453.781250 Penalty: 807.294189
	Iteration 59Q: 3 clusters Score -341453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -341455.593750 Penalty: 807.294189
	Iteration 60F: 3 clusters Score -341455.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -341457.562500 Penalty: 807.294189
	Iteration 61Q: 3 clusters Score -341457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -341459.125000 Penalty: 807.294189
	Iteration 62Q: 3 clusters Score -341459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -341460.062500 Penalty: 807.294189
	Iteration 63Q: 3 clusters Score -341460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -341460.906250 Penalty: 807.294189
	Iteration 64Q: 3 clusters Score -341460.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -341464.375000 Penalty: 807.294189
	Iteration 65Q: 3 clusters Score -341464.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -341468.968750 Penalty: 807.294189
	Iteration 66Q: 3 clusters Score -341469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -341474.062500 Penalty: 807.294189
	Iteration 67Q: 3 clusters Score -341474.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -341476.687500 Penalty: 807.294189
	Iteration 68Q: 3 clusters Score -341476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -341478.593750 Penalty: 807.294189
	Iteration 69Q: 3 clusters Score -341478.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -341480.781250 Penalty: 807.294189
	Iteration 70Q: 3 clusters Score -341480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -341481.187500 Penalty: 807.294189
	Iteration 71Q: 3 clusters Score -341481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -341482.812500 Penalty: 807.294189
	Iteration 72Q: 3 clusters Score -341482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -341484.250000 Penalty: 807.294189
	Iteration 73Q: 3 clusters Score -341484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -341485.500000 Penalty: 807.294189
	Iteration 74Q: 3 clusters Score -341485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -341485.562500 Penalty: 807.294189
	Iteration 75Q: 3 clusters Score -341485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -341485.406250 Penalty: 807.294189
	Iteration 76Q: 3 clusters Score -341485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -341486.343750 Penalty: 807.294189
	Iteration 77Q: 3 clusters Score -341486.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -341485.968750 Penalty: 807.294189
	Iteration 78Q: 3 clusters Score -341486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -341485.968750 Penalty: 807.294189
	Iteration 79F: 3 clusters Score -341486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Entering Unmasked Estep 
Score: -457680.125000 Penalty: 415.202393
	Iteration 0F: 2 clusters Score -457680.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -451510.125000 Penalty: 830.404785
	Iteration 0F: 3 clusters Score -451510.1 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -454417.750000 Penalty: 830.404785
	Iteration 1F: 3 clusters Score -454417.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -455124.718750 Penalty: 830.404785
	Iteration 2F: 3 clusters Score -455124.7 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -455774.156250 Penalty: 830.404785
	Iteration 3F: 3 clusters Score -455774.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -456475.125000 Penalty: 830.404785
	Iteration 4F: 3 clusters Score -456475.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -457118.625000 Penalty: 830.404785
	Iteration 5F: 3 clusters Score -457118.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -457661.187500 Penalty: 830.404785
	Iteration 6Q: 3 clusters Score -457661.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -458188.312500 Penalty: 830.404785
	Iteration 7Q: 3 clusters Score -458188.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -458534.531250 Penalty: 830.404785
	Iteration 8Q: 3 clusters Score -458534.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -458729.062500 Penalty: 830.404785
	Iteration 9Q: 3 clusters Score -458729.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -458885.093750 Penalty: 830.404785
	Iteration 10Q: 3 clusters Score -458885.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -459046.125000 Penalty: 830.404785
	Iteration 11Q: 3 clusters Score -459046.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -459202.531250 Penalty: 830.404785
	Iteration 12Q: 3 clusters Score -459202.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -459336.718750 Penalty: 830.404785
	Iteration 13Q: 3 clusters Score -459336.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -459458.468750 Penalty: 830.404785
	Iteration 14Q: 3 clusters Score -459458.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -459573.031250 Penalty: 830.404785
	Iteration 15Q: 3 clusters Score -459573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -459659.781250 Penalty: 830.404785
	Iteration 16Q: 3 clusters Score -459659.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -459739.625000 Penalty: 830.404785
	Iteration 17Q: 3 clusters Score -459739.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -459809.312500 Penalty: 830.404785
	Iteration 18Q: 3 clusters Score -459809.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -459890.531250 Penalty: 830.404785
	Iteration 19Q: 3 clusters Score -459890.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -459972.750000 Penalty: 830.404785
	Iteration 20F: 3 clusters Score -459972.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -460090.406250 Penalty: 830.404785
	Iteration 21Q: 3 clusters Score -460090.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -460568.093750 Penalty: 830.404785
	Iteration 22Q: 3 clusters Score -460568.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -460593.968750 Penalty: 830.404785
	Iteration 23Q: 3 clusters Score -460594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -460597.062500 Penalty: 830.404785
	Iteration 24Q: 3 clusters Score -460597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -460595.718750 Penalty: 830.404785
	Iteration 25Q: 3 clusters Score -460595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -460597.031250 Penalty: 830.404785
	Iteration 26Q: 3 clusters Score -460597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -460597.812500 Penalty: 830.404785
	Iteration 27Q: 3 clusters Score -460597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -460597.812500 Penalty: 830.404785
	Iteration 28F: 3 clusters Score -460597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 112490 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 42028 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 8515 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 183559 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 194514 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Mstep: Class 47 contains 670 members 
Entering Unmasked Estep 
Score: -90557272.000000 Penalty: 30989.710938
Splitting cluster 27 changes total score from -90539280.000000 to -90557272.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 28 (9138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Entering Unmasked Estep 
Score: -454386.406250 Penalty: 414.968964
	Iteration 0F: 2 clusters Score -454386.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -448357.343750 Penalty: 829.937927
	Iteration 0F: 3 clusters Score -448357.3 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -450664.000000 Penalty: 829.937927
	Iteration 1F: 3 clusters Score -450664 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -450841.125000 Penalty: 829.937927
	Iteration 2F: 3 clusters Score -450841.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -451017.906250 Penalty: 829.937927
	Iteration 3Q: 3 clusters Score -451017.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -451210.281250 Penalty: 829.937927
	Iteration 4Q: 3 clusters Score -451210.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -451474.156250 Penalty: 829.937927
	Iteration 5Q: 3 clusters Score -451474.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -451821.843750 Penalty: 829.937927
	Iteration 6F: 3 clusters Score -451821.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -452226.125000 Penalty: 829.937927
	Iteration 7F: 3 clusters Score -452226.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -452542.093750 Penalty: 829.937927
	Iteration 8F: 3 clusters Score -452542.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -452716.593750 Penalty: 829.937927
	Iteration 9Q: 3 clusters Score -452716.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -452809.843750 Penalty: 829.937927
	Iteration 10Q: 3 clusters Score -452809.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -452877.093750 Penalty: 829.937927
	Iteration 11Q: 3 clusters Score -452877.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -452951.781250 Penalty: 829.937927
	Iteration 12Q: 3 clusters Score -452951.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -453025.593750 Penalty: 829.937927
	Iteration 13Q: 3 clusters Score -453025.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -453077.687500 Penalty: 829.937927
	Iteration 14Q: 3 clusters Score -453077.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -453128.968750 Penalty: 829.937927
	Iteration 15Q: 3 clusters Score -453129 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -453187.750000 Penalty: 829.937927
	Iteration 16Q: 3 clusters Score -453187.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -453242.937500 Penalty: 829.937927
	Iteration 17Q: 3 clusters Score -453242.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -453284.250000 Penalty: 829.937927
	Iteration 18Q: 3 clusters Score -453284.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -453326.250000 Penalty: 829.937927
	Iteration 19Q: 3 clusters Score -453326.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -453360.031250 Penalty: 829.937927
	Iteration 20F: 3 clusters Score -453360 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -453381.125000 Penalty: 829.937927
	Iteration 21Q: 3 clusters Score -453381.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -453399.937500 Penalty: 829.937927
	Iteration 22Q: 3 clusters Score -453399.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -453425.031250 Penalty: 829.937927
	Iteration 23Q: 3 clusters Score -453425 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -453456.187500 Penalty: 829.937927
	Iteration 24Q: 3 clusters Score -453456.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -453488.125000 Penalty: 829.937927
	Iteration 25Q: 3 clusters Score -453488.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -453511.968750 Penalty: 829.937927
	Iteration 26Q: 3 clusters Score -453512 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -453537.250000 Penalty: 829.937927
	Iteration 27Q: 3 clusters Score -453537.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -453554.031250 Penalty: 829.937927
	Iteration 28Q: 3 clusters Score -453554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -453575.937500 Penalty: 829.937927
	Iteration 29Q: 3 clusters Score -453575.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -453599.437500 Penalty: 829.937927
	Iteration 30Q: 3 clusters Score -453599.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -453620.781250 Penalty: 829.937927
	Iteration 31Q: 3 clusters Score -453620.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -453644.093750 Penalty: 829.937927
	Iteration 32Q: 3 clusters Score -453644.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -453669.281250 Penalty: 829.937927
	Iteration 33Q: 3 clusters Score -453669.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -453698.781250 Penalty: 829.937927
	Iteration 34Q: 3 clusters Score -453698.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -453729.843750 Penalty: 829.937927
	Iteration 35Q: 3 clusters Score -453729.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -453757.125000 Penalty: 829.937927
	Iteration 36Q: 3 clusters Score -453757.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -453779.875000 Penalty: 829.937927
	Iteration 37Q: 3 clusters Score -453779.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -453794.281250 Penalty: 829.937927
	Iteration 38Q: 3 clusters Score -453794.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -453802.937500 Penalty: 829.937927
	Iteration 39Q: 3 clusters Score -453802.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -453814.000000 Penalty: 829.937927
	Iteration 40F: 3 clusters Score -453814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -453821.250000 Penalty: 829.937927
	Iteration 41Q: 3 clusters Score -453821.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -453826.437500 Penalty: 829.937927
	Iteration 42Q: 3 clusters Score -453826.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -453828.375000 Penalty: 829.937927
	Iteration 43Q: 3 clusters Score -453828.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -453830.781250 Penalty: 829.937927
	Iteration 44Q: 3 clusters Score -453830.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -453830.531250 Penalty: 829.937927
	Iteration 45Q: 3 clusters Score -453830.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -453831.750000 Penalty: 829.937927
	Iteration 46Q: 3 clusters Score -453831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -453833.062500 Penalty: 829.937927
	Iteration 47Q: 3 clusters Score -453833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -453834.000000 Penalty: 829.937927
	Iteration 48Q: 3 clusters Score -453834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -453833.781250 Penalty: 829.937927
	Iteration 49Q: 3 clusters Score -453833.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -453833.843750 Penalty: 829.937927
	Iteration 50Q: 3 clusters Score -453833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -453834.468750 Penalty: 829.937927
	Iteration 51Q: 3 clusters Score -453834.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -453835.250000 Penalty: 829.937927
	Iteration 52Q: 3 clusters Score -453835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -453835.843750 Penalty: 829.937927
	Iteration 53Q: 3 clusters Score -453835.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -453836.250000 Penalty: 829.937927
	Iteration 54Q: 3 clusters Score -453836.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -453837.312500 Penalty: 829.937927
	Iteration 55Q: 3 clusters Score -453837.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -453836.937500 Penalty: 829.937927
	Iteration 56Q: 3 clusters Score -453836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -453838.000000 Penalty: 829.937927
	Iteration 57Q: 3 clusters Score -453838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -453838.500000 Penalty: 829.937927
	Iteration 58Q: 3 clusters Score -453838.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -453837.281250 Penalty: 829.937927
	Iteration 59Q: 3 clusters Score -453837.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -453838.281250 Penalty: 829.937927
	Iteration 60F: 3 clusters Score -453838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -453838.312500 Penalty: 829.937927
	Iteration 61Q: 3 clusters Score -453838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -453837.843750 Penalty: 829.937927
	Iteration 62Q: 3 clusters Score -453837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -453838.500000 Penalty: 829.937927
	Iteration 63Q: 3 clusters Score -453838.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -453839.250000 Penalty: 829.937927
	Iteration 64Q: 3 clusters Score -453839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -453838.375000 Penalty: 829.937927
	Iteration 65Q: 3 clusters Score -453838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -453838.562500 Penalty: 829.937927
	Iteration 66Q: 3 clusters Score -453838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -453839.000000 Penalty: 829.937927
	Iteration 67Q: 3 clusters Score -453839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -453839.000000 Penalty: 829.937927
	Iteration 68F: 3 clusters Score -453839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -217079.796875 Penalty: 380.265961
	Iteration 0F: 2 clusters Score -217079.8 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 2184 members 
Entering Unmasked Estep 
Score: -214158.984375 Penalty: 760.531921
	Iteration 0F: 3 clusters Score -214159 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -215229.625000 Penalty: 760.531921
	Iteration 1F: 3 clusters Score -215229.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -215347.718750 Penalty: 760.531921
	Iteration 2F: 3 clusters Score -215347.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -215463.656250 Penalty: 760.531921
	Iteration 3F: 3 clusters Score -215463.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -215591.265625 Penalty: 760.531921
	Iteration 4F: 3 clusters Score -215591.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -215755.109375 Penalty: 760.531921
	Iteration 5F: 3 clusters Score -215755.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -215956.609375 Penalty: 760.531921
	Iteration 6F: 3 clusters Score -215956.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -216156.171875 Penalty: 760.531921
	Iteration 7F: 3 clusters Score -216156.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -216331.750000 Penalty: 760.531921
	Iteration 8Q: 3 clusters Score -216331.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -216454.781250 Penalty: 760.531921
	Iteration 9Q: 3 clusters Score -216454.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -216545.500000 Penalty: 760.531921
	Iteration 10Q: 3 clusters Score -216545.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -216608.859375 Penalty: 760.531921
	Iteration 11Q: 3 clusters Score -216608.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -216650.562500 Penalty: 760.531921
	Iteration 12Q: 3 clusters Score -216650.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -216676.703125 Penalty: 760.531921
	Iteration 13Q: 3 clusters Score -216676.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -216693.515625 Penalty: 760.531921
	Iteration 14Q: 3 clusters Score -216693.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -216703.437500 Penalty: 760.531921
	Iteration 15Q: 3 clusters Score -216703.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -216710.281250 Penalty: 760.531921
	Iteration 16Q: 3 clusters Score -216710.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -216716.046875 Penalty: 760.531921
	Iteration 17Q: 3 clusters Score -216716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -216717.578125 Penalty: 760.531921
	Iteration 18Q: 3 clusters Score -216717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -216720.437500 Penalty: 760.531921
	Iteration 19Q: 3 clusters Score -216720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -216722.734375 Penalty: 760.531921
	Iteration 20F: 3 clusters Score -216722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -216725.765625 Penalty: 760.531921
	Iteration 21Q: 3 clusters Score -216725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -216725.796875 Penalty: 760.531921
	Iteration 22Q: 3 clusters Score -216725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -216727.015625 Penalty: 760.531921
	Iteration 23Q: 3 clusters Score -216727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -216728.109375 Penalty: 760.531921
	Iteration 24Q: 3 clusters Score -216728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -216728.562500 Penalty: 760.531921
	Iteration 25Q: 3 clusters Score -216728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -216730.140625 Penalty: 760.531921
	Iteration 26Q: 3 clusters Score -216730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -216731.640625 Penalty: 760.531921
	Iteration 27Q: 3 clusters Score -216731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -216739.140625 Penalty: 760.531921
	Iteration 28Q: 3 clusters Score -216739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -216741.171875 Penalty: 760.531921
	Iteration 29Q: 3 clusters Score -216741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -216741.171875 Penalty: 760.531921
	Iteration 30F: 3 clusters Score -216741.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -16322.149414 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -16322.15 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 227 members 
Entering Unmasked Estep 
Score: -15914.694336 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -15914.69 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16130.734375 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -16130.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16192.499023 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -16192.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16227.968750 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -16227.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16252.268555 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -16252.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16263.141602 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -16263.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16279.185547 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -16279.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16298.880859 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -16298.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16308.803711 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -16308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16309.391602 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -16309.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16309.528320 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -16309.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16309.528320 Penalty: 557.743591
	Iteration 11F: 3 clusters Score -16309.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -93406.578125 Penalty: 351.522614
	Iteration 0F: 2 clusters Score -93406.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -91747.148438 Penalty: 703.045227
	Iteration 0F: 3 clusters Score -91747.15 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -92336.492188 Penalty: 703.045227
	Iteration 1F: 3 clusters Score -92336.49 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -92420.257812 Penalty: 703.045227
	Iteration 2F: 3 clusters Score -92420.26 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -92533.148438 Penalty: 703.045227
	Iteration 3F: 3 clusters Score -92533.15 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -92632.914062 Penalty: 703.045227
	Iteration 4F: 3 clusters Score -92632.91 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -92722.460938 Penalty: 703.045227
	Iteration 5F: 3 clusters Score -92722.46 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -92794.000000 Penalty: 703.045227
	Iteration 6F: 3 clusters Score -92794 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -92858.718750 Penalty: 703.045227
	Iteration 7Q: 3 clusters Score -92858.72 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -92914.953125 Penalty: 703.045227
	Iteration 8Q: 3 clusters Score -92914.95 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -92949.187500 Penalty: 703.045227
	Iteration 9Q: 3 clusters Score -92949.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -92971.289062 Penalty: 703.045227
	Iteration 10Q: 3 clusters Score -92971.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -92987.179688 Penalty: 703.045227
	Iteration 11Q: 3 clusters Score -92987.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -92999.593750 Penalty: 703.045227
	Iteration 12Q: 3 clusters Score -92999.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -93016.671875 Penalty: 703.045227
	Iteration 13Q: 3 clusters Score -93016.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -93029.125000 Penalty: 703.045227
	Iteration 14Q: 3 clusters Score -93029.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -93041.390625 Penalty: 703.045227
	Iteration 15Q: 3 clusters Score -93041.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -93051.437500 Penalty: 703.045227
	Iteration 16Q: 3 clusters Score -93051.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -93060.007812 Penalty: 703.045227
	Iteration 17Q: 3 clusters Score -93060.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -93066.921875 Penalty: 703.045227
	Iteration 18Q: 3 clusters Score -93066.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -93072.898438 Penalty: 703.045227
	Iteration 19Q: 3 clusters Score -93072.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -93076.156250 Penalty: 703.045227
	Iteration 20F: 3 clusters Score -93076.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -93077.984375 Penalty: 703.045227
	Iteration 21Q: 3 clusters Score -93077.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -93079.203125 Penalty: 703.045227
	Iteration 22Q: 3 clusters Score -93079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -93079.867188 Penalty: 703.045227
	Iteration 23Q: 3 clusters Score -93079.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -93080.437500 Penalty: 703.045227
	Iteration 24Q: 3 clusters Score -93080.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -93080.796875 Penalty: 703.045227
	Iteration 25Q: 3 clusters Score -93080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -93081.039062 Penalty: 703.045227
	Iteration 26Q: 3 clusters Score -93081.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -93081.335938 Penalty: 703.045227
	Iteration 27Q: 3 clusters Score -93081.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -93081.554688 Penalty: 703.045227
	Iteration 28Q: 3 clusters Score -93081.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -93081.554688 Penalty: 703.045227
	Iteration 29F: 3 clusters Score -93081.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -211710.281250 Penalty: 381.237671
	Iteration 0F: 2 clusters Score -211710.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -208744.234375 Penalty: 762.475342
	Iteration 0F: 3 clusters Score -208744.2 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -209821.078125 Penalty: 762.475342
	Iteration 1F: 3 clusters Score -209821.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -209975.343750 Penalty: 762.475342
	Iteration 2F: 3 clusters Score -209975.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -210152.531250 Penalty: 762.475342
	Iteration 3F: 3 clusters Score -210152.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -210374.203125 Penalty: 762.475342
	Iteration 4F: 3 clusters Score -210374.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -210575.609375 Penalty: 762.475342
	Iteration 5F: 3 clusters Score -210575.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -210781.296875 Penalty: 762.475342
	Iteration 6F: 3 clusters Score -210781.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -210935.906250 Penalty: 762.475342
	Iteration 7F: 3 clusters Score -210935.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -211056.796875 Penalty: 762.475342
	Iteration 8Q: 3 clusters Score -211056.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -211170.875000 Penalty: 762.475342
	Iteration 9Q: 3 clusters Score -211170.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -211251.000000 Penalty: 762.475342
	Iteration 10Q: 3 clusters Score -211251 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -211331.390625 Penalty: 762.475342
	Iteration 11Q: 3 clusters Score -211331.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -211412.000000 Penalty: 762.475342
	Iteration 12Q: 3 clusters Score -211412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -211468.984375 Penalty: 762.475342
	Iteration 13Q: 3 clusters Score -211469 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -211503.890625 Penalty: 762.475342
	Iteration 14Q: 3 clusters Score -211503.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -211521.453125 Penalty: 762.475342
	Iteration 15Q: 3 clusters Score -211521.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -211533.671875 Penalty: 762.475342
	Iteration 16Q: 3 clusters Score -211533.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -211543.218750 Penalty: 762.475342
	Iteration 17Q: 3 clusters Score -211543.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -211550.359375 Penalty: 762.475342
	Iteration 18Q: 3 clusters Score -211550.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -211556.125000 Penalty: 762.475342
	Iteration 19Q: 3 clusters Score -211556.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -211560.625000 Penalty: 762.475342
	Iteration 20F: 3 clusters Score -211560.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -211563.453125 Penalty: 762.475342
	Iteration 21Q: 3 clusters Score -211563.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -211565.328125 Penalty: 762.475342
	Iteration 22Q: 3 clusters Score -211565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -211565.921875 Penalty: 762.475342
	Iteration 23Q: 3 clusters Score -211565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -211567.093750 Penalty: 762.475342
	Iteration 24Q: 3 clusters Score -211567.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -211568.906250 Penalty: 762.475342
	Iteration 25Q: 3 clusters Score -211568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -211569.281250 Penalty: 762.475342
	Iteration 26Q: 3 clusters Score -211569.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -211572.484375 Penalty: 762.475342
	Iteration 27Q: 3 clusters Score -211572.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -211574.937500 Penalty: 762.475342
	Iteration 28Q: 3 clusters Score -211574.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -211577.000000 Penalty: 762.475342
	Iteration 29Q: 3 clusters Score -211577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -211577.765625 Penalty: 762.475342
	Iteration 30Q: 3 clusters Score -211577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -211579.546875 Penalty: 762.475342
	Iteration 31Q: 3 clusters Score -211579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -211580.015625 Penalty: 762.475342
	Iteration 32Q: 3 clusters Score -211580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -211580.578125 Penalty: 762.475342
	Iteration 33Q: 3 clusters Score -211580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -211581.359375 Penalty: 762.475342
	Iteration 34Q: 3 clusters Score -211581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -211583.000000 Penalty: 762.475342
	Iteration 35Q: 3 clusters Score -211583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -211583.953125 Penalty: 762.475342
	Iteration 36Q: 3 clusters Score -211584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -211584.359375 Penalty: 762.475342
	Iteration 37Q: 3 clusters Score -211584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -211584.500000 Penalty: 762.475342
	Iteration 38Q: 3 clusters Score -211584.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -211584.656250 Penalty: 762.475342
	Iteration 39Q: 3 clusters Score -211584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -211584.812500 Penalty: 762.475342
	Iteration 40F: 3 clusters Score -211584.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -215701.437500 Penalty: 380.521484
	Iteration 0F: 2 clusters Score -215701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -212769.250000 Penalty: 761.042969
	Iteration 0F: 3 clusters Score -212769.2 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -213862.375000 Penalty: 761.042969
	Iteration 1F: 3 clusters Score -213862.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -214009.578125 Penalty: 761.042969
	Iteration 2F: 3 clusters Score -214009.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -214187.578125 Penalty: 761.042969
	Iteration 3F: 3 clusters Score -214187.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -214380.796875 Penalty: 761.042969
	Iteration 4F: 3 clusters Score -214380.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -214602.312500 Penalty: 761.042969
	Iteration 5F: 3 clusters Score -214602.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -214771.906250 Penalty: 761.042969
	Iteration 6F: 3 clusters Score -214771.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -214883.421875 Penalty: 761.042969
	Iteration 7F: 3 clusters Score -214883.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -214973.828125 Penalty: 761.042969
	Iteration 8Q: 3 clusters Score -214973.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -215032.328125 Penalty: 761.042969
	Iteration 9Q: 3 clusters Score -215032.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -215070.156250 Penalty: 761.042969
	Iteration 10Q: 3 clusters Score -215070.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -215103.265625 Penalty: 761.042969
	Iteration 11Q: 3 clusters Score -215103.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -215131.281250 Penalty: 761.042969
	Iteration 12Q: 3 clusters Score -215131.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -215148.453125 Penalty: 761.042969
	Iteration 13Q: 3 clusters Score -215148.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -215166.937500 Penalty: 761.042969
	Iteration 14Q: 3 clusters Score -215166.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -215183.218750 Penalty: 761.042969
	Iteration 15Q: 3 clusters Score -215183.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -215196.359375 Penalty: 761.042969
	Iteration 16Q: 3 clusters Score -215196.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -215207.031250 Penalty: 761.042969
	Iteration 17Q: 3 clusters Score -215207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -215218.265625 Penalty: 761.042969
	Iteration 18Q: 3 clusters Score -215218.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -215229.625000 Penalty: 761.042969
	Iteration 19Q: 3 clusters Score -215229.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -215247.406250 Penalty: 761.042969
	Iteration 20F: 3 clusters Score -215247.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -215270.156250 Penalty: 761.042969
	Iteration 21Q: 3 clusters Score -215270.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -215287.859375 Penalty: 761.042969
	Iteration 22Q: 3 clusters Score -215287.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -215296.921875 Penalty: 761.042969
	Iteration 23Q: 3 clusters Score -215296.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -215304.343750 Penalty: 761.042969
	Iteration 24Q: 3 clusters Score -215304.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -215312.265625 Penalty: 761.042969
	Iteration 25Q: 3 clusters Score -215312.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -215319.078125 Penalty: 761.042969
	Iteration 26Q: 3 clusters Score -215319.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -215329.187500 Penalty: 761.042969
	Iteration 27Q: 3 clusters Score -215329.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -215334.953125 Penalty: 761.042969
	Iteration 28Q: 3 clusters Score -215335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -215339.156250 Penalty: 761.042969
	Iteration 29Q: 3 clusters Score -215339.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -215342.312500 Penalty: 761.042969
	Iteration 30Q: 3 clusters Score -215342.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -215345.781250 Penalty: 761.042969
	Iteration 31Q: 3 clusters Score -215345.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -215349.328125 Penalty: 761.042969
	Iteration 32Q: 3 clusters Score -215349.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -215356.640625 Penalty: 761.042969
	Iteration 33Q: 3 clusters Score -215356.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -215368.000000 Penalty: 761.042969
	Iteration 34Q: 3 clusters Score -215368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -215381.546875 Penalty: 761.042969
	Iteration 35Q: 3 clusters Score -215381.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -215392.000000 Penalty: 761.042969
	Iteration 36Q: 3 clusters Score -215392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -215402.843750 Penalty: 761.042969
	Iteration 37Q: 3 clusters Score -215402.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -215411.500000 Penalty: 761.042969
	Iteration 38Q: 3 clusters Score -215411.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -215418.468750 Penalty: 761.042969
	Iteration 39Q: 3 clusters Score -215418.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -215423.734375 Penalty: 761.042969
	Iteration 40F: 3 clusters Score -215423.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -215428.718750 Penalty: 761.042969
	Iteration 41Q: 3 clusters Score -215428.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -215437.171875 Penalty: 761.042969
	Iteration 42Q: 3 clusters Score -215437.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -215444.890625 Penalty: 761.042969
	Iteration 43Q: 3 clusters Score -215444.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -215451.140625 Penalty: 761.042969
	Iteration 44Q: 3 clusters Score -215451.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -215454.093750 Penalty: 761.042969
	Iteration 45Q: 3 clusters Score -215454.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -215455.250000 Penalty: 761.042969
	Iteration 46Q: 3 clusters Score -215455.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -215456.437500 Penalty: 761.042969
	Iteration 47Q: 3 clusters Score -215456.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -215457.484375 Penalty: 761.042969
	Iteration 48Q: 3 clusters Score -215457.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -215459.375000 Penalty: 761.042969
	Iteration 49Q: 3 clusters Score -215459.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -215460.593750 Penalty: 761.042969
	Iteration 50Q: 3 clusters Score -215460.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -215461.750000 Penalty: 761.042969
	Iteration 51Q: 3 clusters Score -215461.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -215462.765625 Penalty: 761.042969
	Iteration 52Q: 3 clusters Score -215462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -215463.671875 Penalty: 761.042969
	Iteration 53Q: 3 clusters Score -215463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -215464.640625 Penalty: 761.042969
	Iteration 54Q: 3 clusters Score -215464.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -215465.765625 Penalty: 761.042969
	Iteration 55Q: 3 clusters Score -215465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -215466.265625 Penalty: 761.042969
	Iteration 56Q: 3 clusters Score -215466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -215466.765625 Penalty: 761.042969
	Iteration 57Q: 3 clusters Score -215466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -215467.218750 Penalty: 761.042969
	Iteration 58Q: 3 clusters Score -215467.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -215468.125000 Penalty: 761.042969
	Iteration 59Q: 3 clusters Score -215468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -215467.671875 Penalty: 761.042969
	Iteration 60F: 3 clusters Score -215467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -215467.625000 Penalty: 761.042969
	Iteration 61Q: 3 clusters Score -215467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -215468.218750 Penalty: 761.042969
	Iteration 62Q: 3 clusters Score -215468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -215468.312500 Penalty: 761.042969
	Iteration 63Q: 3 clusters Score -215468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -215468.312500 Penalty: 761.042969
	Iteration 64F: 3 clusters Score -215468.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Entering Unmasked Estep 
Score: -126692.421875 Penalty: 358.679657
	Iteration 0F: 2 clusters Score -126692.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -124880.476562 Penalty: 717.359314
	Iteration 0F: 3 clusters Score -124880.5 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -125852.835938 Penalty: 717.359314
	Iteration 1F: 3 clusters Score -125852.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -126164.093750 Penalty: 717.359314
	Iteration 2F: 3 clusters Score -126164.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -126392.734375 Penalty: 717.359314
	Iteration 3F: 3 clusters Score -126392.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -126574.875000 Penalty: 717.359314
	Iteration 4F: 3 clusters Score -126574.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126724.570312 Penalty: 717.359314
	Iteration 5Q: 3 clusters Score -126724.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126837.687500 Penalty: 717.359314
	Iteration 6Q: 3 clusters Score -126837.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -126892.023438 Penalty: 717.359314
	Iteration 7Q: 3 clusters Score -126892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -126921.218750 Penalty: 717.359314
	Iteration 8Q: 3 clusters Score -126921.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126951.117188 Penalty: 717.359314
	Iteration 9Q: 3 clusters Score -126951.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -126977.679688 Penalty: 717.359314
	Iteration 10Q: 3 clusters Score -126977.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -126989.671875 Penalty: 717.359314
	Iteration 11Q: 3 clusters Score -126989.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -126996.992188 Penalty: 717.359314
	Iteration 12Q: 3 clusters Score -126997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -127000.015625 Penalty: 717.359314
	Iteration 13Q: 3 clusters Score -127000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -127002.406250 Penalty: 717.359314
	Iteration 14Q: 3 clusters Score -127002.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -127004.210938 Penalty: 717.359314
	Iteration 15Q: 3 clusters Score -127004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -127006.312500 Penalty: 717.359314
	Iteration 16Q: 3 clusters Score -127006.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -127007.460938 Penalty: 717.359314
	Iteration 17Q: 3 clusters Score -127007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -127008.015625 Penalty: 717.359314
	Iteration 18Q: 3 clusters Score -127008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -127009.164062 Penalty: 717.359314
	Iteration 19Q: 3 clusters Score -127009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -127009.828125 Penalty: 717.359314
	Iteration 20F: 3 clusters Score -127009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -127009.867188 Penalty: 717.359314
	Iteration 21Q: 3 clusters Score -127009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -127010.468750 Penalty: 717.359314
	Iteration 22Q: 3 clusters Score -127010.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -127010.468750 Penalty: 717.359314
	Iteration 23F: 3 clusters Score -127010.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 112490 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 42028 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 8515 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 1859 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 488 members 
Mstep: Class 37 contains 183559 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 194514 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Mstep: Class 47 contains 670 members 
Mstep: Class 48 contains 793 members 
Entering Unmasked Estep 
Score: -90557448.000000 Penalty: 31649.066406
Splitting cluster 34 changes total score from -90539280.000000 to -90557448.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 35 (4056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Entering Unmasked Estep 
Score: -183814.468750 Penalty: 378.011841
	Iteration 0F: 2 clusters Score -183814.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -181063.765625 Penalty: 756.023682
	Iteration 0F: 3 clusters Score -181063.8 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -182002.484375 Penalty: 756.023682
	Iteration 1F: 3 clusters Score -182002.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -182147.843750 Penalty: 756.023682
	Iteration 2F: 3 clusters Score -182147.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -182325.281250 Penalty: 756.023682
	Iteration 3F: 3 clusters Score -182325.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -182502.171875 Penalty: 756.023682
	Iteration 4F: 3 clusters Score -182502.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -182712.750000 Penalty: 756.023682
	Iteration 5F: 3 clusters Score -182712.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -182920.015625 Penalty: 756.023682
	Iteration 6F: 3 clusters Score -182920 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -183084.968750 Penalty: 756.023682
	Iteration 7Q: 3 clusters Score -183085 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -183196.796875 Penalty: 756.023682
	Iteration 8Q: 3 clusters Score -183196.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -183294.343750 Penalty: 756.023682
	Iteration 9Q: 3 clusters Score -183294.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -183372.687500 Penalty: 756.023682
	Iteration 10Q: 3 clusters Score -183372.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -183418.968750 Penalty: 756.023682
	Iteration 11Q: 3 clusters Score -183419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -183443.000000 Penalty: 756.023682
	Iteration 12Q: 3 clusters Score -183443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -183461.468750 Penalty: 756.023682
	Iteration 13Q: 3 clusters Score -183461.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -183476.625000 Penalty: 756.023682
	Iteration 14Q: 3 clusters Score -183476.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -183496.546875 Penalty: 756.023682
	Iteration 15Q: 3 clusters Score -183496.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -183514.906250 Penalty: 756.023682
	Iteration 16Q: 3 clusters Score -183514.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -183528.671875 Penalty: 756.023682
	Iteration 17Q: 3 clusters Score -183528.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -183543.343750 Penalty: 756.023682
	Iteration 18Q: 3 clusters Score -183543.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -183551.468750 Penalty: 756.023682
	Iteration 19Q: 3 clusters Score -183551.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -183555.265625 Penalty: 756.023682
	Iteration 20F: 3 clusters Score -183555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -183557.578125 Penalty: 756.023682
	Iteration 21Q: 3 clusters Score -183557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -183560.296875 Penalty: 756.023682
	Iteration 22Q: 3 clusters Score -183560.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -183562.062500 Penalty: 756.023682
	Iteration 23Q: 3 clusters Score -183562.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -183562.875000 Penalty: 756.023682
	Iteration 24Q: 3 clusters Score -183562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -183563.500000 Penalty: 756.023682
	Iteration 25Q: 3 clusters Score -183563.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -183564.843750 Penalty: 756.023682
	Iteration 26Q: 3 clusters Score -183564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -183564.812500 Penalty: 756.023682
	Iteration 27Q: 3 clusters Score -183564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -183564.812500 Penalty: 756.023682
	Iteration 28F: 3 clusters Score -183564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -11412.959961 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -11412.96 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 236 members 
Entering Unmasked Estep 
Score: -10979.043945 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -10979.04 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11169.414062 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -11169.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11238.602539 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -11238.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11301.153320 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -11301.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11327.406250 Penalty: 563.318665
	Iteration 4F: 3 clusters Score -11327.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11356.589844 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -11356.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11373.602539 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -11373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11385.377930 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -11385.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11390.384766 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -11390.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11395.878906 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -11395.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11403.187500 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -11403.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11406.442383 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -11406.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11407.761719 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -11407.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11408.086914 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -11408.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11408.346680 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -11408.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11409.732422 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -11409.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11410.255859 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -11410.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11410.776367 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -11410.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11410.843750 Penalty: 563.318665
	Iteration 18Q: 3 clusters Score -11410.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11411.597656 Penalty: 563.318665
	Iteration 19Q: 3 clusters Score -11411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11421.002930 Penalty: 563.318665
	Iteration 20F: 3 clusters Score -11421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11430.364258 Penalty: 563.318665
	Iteration 21Q: 3 clusters Score -11430.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11438.286133 Penalty: 563.318665
	Iteration 22Q: 3 clusters Score -11438.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11446.905273 Penalty: 563.318665
	Iteration 23Q: 3 clusters Score -11446.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11448.540039 Penalty: 563.318665
	Iteration 24Q: 3 clusters Score -11448.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11451.257812 Penalty: 563.318665
	Iteration 25Q: 3 clusters Score -11451.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11453.646484 Penalty: 563.318665
	Iteration 26Q: 3 clusters Score -11453.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11453.958008 Penalty: 563.318665
	Iteration 27Q: 3 clusters Score -11453.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11453.958008 Penalty: 563.318665
	Iteration 28F: 3 clusters Score -11453.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 112490 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 42028 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 8515 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 1859 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 183559 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 194514 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Mstep: Class 47 contains 670 members 
Mstep: Class 48 contains 793 members 
Mstep: Class 49 contains 135 members 
Entering Unmasked Estep 
Score: -90557272.000000 Penalty: 32308.421875
Splitting cluster 36 changes total score from -90539280.000000 to -90557272.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 37 (183559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183559 members 
Entering Unmasked Estep 
Score: -9145680.000000 Penalty: 551.473267
	Iteration 0F: 2 clusters Score -9145680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -9037603.000000 Penalty: 1102.946533
	Iteration 0F: 3 clusters Score -9037603 nChanged 90169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105752 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -9104048.000000 Penalty: 1102.946533
	Iteration 1F: 3 clusters Score -9104048 nChanged 15487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -9116791.000000 Penalty: 1102.946533
	Iteration 2F: 3 clusters Score -9116791 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112864 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -9131676.000000 Penalty: 1102.946533
	Iteration 3F: 3 clusters Score -9131676 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113896 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -9141081.000000 Penalty: 1102.946533
	Iteration 4F: 3 clusters Score -9141081 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113439 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -9143559.000000 Penalty: 1102.946533
	Iteration 5Q: 3 clusters Score -9143559 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112249 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -9143971.000000 Penalty: 1102.946533
	Iteration 6Q: 3 clusters Score -9143971 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110532 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -9143910.000000 Penalty: 1102.946533
	Iteration 7Q: 3 clusters Score -9143910 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108250 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -9143734.000000 Penalty: 1102.946533
	Iteration 8Q: 3 clusters Score -9143734 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -9143011.000000 Penalty: 1102.946533
	Iteration 9Q: 3 clusters Score -9143011 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 81833 members 
Entering Unmasked Estep 
Score: -9141492.000000 Penalty: 1102.946533
	Iteration 10Q: 3 clusters Score -9141492 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 87057 members 
Entering Unmasked Estep 
Score: -9141716.000000 Penalty: 1102.946533
	Iteration 11Q: 3 clusters Score -9141716 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 93862 members 
Entering Unmasked Estep 
Score: -9143210.000000 Penalty: 1102.946533
	Iteration 12Q: 3 clusters Score -9143210 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -9144366.000000 Penalty: 1102.946533
	Iteration 13Q: 3 clusters Score -9144366 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 109597 members 
Entering Unmasked Estep 
Score: -9145092.000000 Penalty: 1102.946533
	Iteration 14Q: 3 clusters Score -9145092 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 116147 members 
Entering Unmasked Estep 
Score: -9145487.000000 Penalty: 1102.946533
	Iteration 15Q: 3 clusters Score -9145487 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 121403 members 
Entering Unmasked Estep 
Score: -9145605.000000 Penalty: 1102.946533
	Iteration 16Q: 3 clusters Score -9145605 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 125553 members 
Entering Unmasked Estep 
Score: -9145906.000000 Penalty: 1102.946533
	Iteration 17Q: 3 clusters Score -9145906 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 128435 members 
Entering Unmasked Estep 
Score: -9145994.000000 Penalty: 1102.946533
	Iteration 18Q: 3 clusters Score -9145994 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 130341 members 
Entering Unmasked Estep 
Score: -9146204.000000 Penalty: 1102.946533
	Iteration 19Q: 3 clusters Score -9146204 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 131426 members 
Entering Unmasked Estep 
Score: -9146224.000000 Penalty: 1102.946533
	Iteration 20F: 3 clusters Score -9146224 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 131995 members 
Entering Unmasked Estep 
Score: -9146349.000000 Penalty: 1102.946533
	Iteration 21Q: 3 clusters Score -9146349 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 132110 members 
Entering Unmasked Estep 
Score: -9146529.000000 Penalty: 1102.946533
	Iteration 22Q: 3 clusters Score -9146529 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 131887 members 
Entering Unmasked Estep 
Score: -9146783.000000 Penalty: 1102.946533
	Iteration 23Q: 3 clusters Score -9146783 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 131526 members 
Entering Unmasked Estep 
Score: -9147103.000000 Penalty: 1102.946533
	Iteration 24Q: 3 clusters Score -9147103 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 130954 members 
Entering Unmasked Estep 
Score: -9147394.000000 Penalty: 1102.946533
	Iteration 25Q: 3 clusters Score -9147394 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -9147658.000000 Penalty: 1102.946533
	Iteration 26Q: 3 clusters Score -9147658 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 129509 members 
Entering Unmasked Estep 
Score: -9147953.000000 Penalty: 1102.946533
	Iteration 27Q: 3 clusters Score -9147953 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 128761 members 
Entering Unmasked Estep 
Score: -9148270.000000 Penalty: 1102.946533
	Iteration 28Q: 3 clusters Score -9148270 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 128005 members 
Entering Unmasked Estep 
Score: -9148648.000000 Penalty: 1102.946533
	Iteration 29Q: 3 clusters Score -9148648 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 127225 members 
Entering Unmasked Estep 
Score: -9148953.000000 Penalty: 1102.946533
	Iteration 30Q: 3 clusters Score -9148953 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 126489 members 
Entering Unmasked Estep 
Score: -9149135.000000 Penalty: 1102.946533
	Iteration 31Q: 3 clusters Score -9149135 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -9149234.000000 Penalty: 1102.946533
	Iteration 32Q: 3 clusters Score -9149234 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 125473 members 
Entering Unmasked Estep 
Score: -9149255.000000 Penalty: 1102.946533
	Iteration 33Q: 3 clusters Score -9149255 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 125209 members 
Entering Unmasked Estep 
Score: -9149340.000000 Penalty: 1102.946533
	Iteration 34Q: 3 clusters Score -9149340 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 125001 members 
Entering Unmasked Estep 
Score: -9149374.000000 Penalty: 1102.946533
	Iteration 35Q: 3 clusters Score -9149374 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -9149375.000000 Penalty: 1102.946533
	Iteration 36Q: 3 clusters Score -9149375 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 124724 members 
Entering Unmasked Estep 
Score: -9149397.000000 Penalty: 1102.946533
	Iteration 37Q: 3 clusters Score -9149397 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 124648 members 
Entering Unmasked Estep 
Score: -9149424.000000 Penalty: 1102.946533
	Iteration 38Q: 3 clusters Score -9149424 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 124612 members 
Entering Unmasked Estep 
Score: -9149426.000000 Penalty: 1102.946533
	Iteration 39Q: 3 clusters Score -9149426 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 124585 members 
Entering Unmasked Estep 
Score: -9149683.000000 Penalty: 1102.946533
	Iteration 40F: 3 clusters Score -9149683 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 124053 members 
Entering Unmasked Estep 
Score: -9149697.000000 Penalty: 1102.946533
	Iteration 41Q: 3 clusters Score -9149697 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 123749 members 
Entering Unmasked Estep 
Score: -9149702.000000 Penalty: 1102.946533
	Iteration 42Q: 3 clusters Score -9149702 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 123563 members 
Entering Unmasked Estep 
Score: -9149681.000000 Penalty: 1102.946533
	Iteration 43Q: 3 clusters Score -9149681 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 123401 members 
Entering Unmasked Estep 
Score: -9149732.000000 Penalty: 1102.946533
	Iteration 44Q: 3 clusters Score -9149732 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 123292 members 
Entering Unmasked Estep 
Score: -9149737.000000 Penalty: 1102.946533
	Iteration 45Q: 3 clusters Score -9149737 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 123180 members 
Entering Unmasked Estep 
Score: -9149766.000000 Penalty: 1102.946533
	Iteration 46Q: 3 clusters Score -9149766 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 123056 members 
Entering Unmasked Estep 
Score: -9149745.000000 Penalty: 1102.946533
	Iteration 47Q: 3 clusters Score -9149745 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 122937 members 
Entering Unmasked Estep 
Score: -9149776.000000 Penalty: 1102.946533
	Iteration 48Q: 3 clusters Score -9149776 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 122854 members 
Entering Unmasked Estep 
Score: -9149775.000000 Penalty: 1102.946533
	Iteration 49Q: 3 clusters Score -9149775 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 122799 members 
Entering Unmasked Estep 
Score: -9149770.000000 Penalty: 1102.946533
	Iteration 50Q: 3 clusters Score -9149770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 122791 members 
Entering Unmasked Estep 
Score: -9149752.000000 Penalty: 1102.946533
	Iteration 51Q: 3 clusters Score -9149752 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 122764 members 
Entering Unmasked Estep 
Score: -9149731.000000 Penalty: 1102.946533
	Iteration 52Q: 3 clusters Score -9149731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 122751 members 
Entering Unmasked Estep 
Score: -9149723.000000 Penalty: 1102.946533
	Iteration 53Q: 3 clusters Score -9149723 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 122731 members 
Entering Unmasked Estep 
Score: -9149704.000000 Penalty: 1102.946533
	Iteration 54Q: 3 clusters Score -9149704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
Score: -9149706.000000 Penalty: 1102.946533
	Iteration 55Q: 3 clusters Score -9149706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 122724 members 
Entering Unmasked Estep 
Score: -9149705.000000 Penalty: 1102.946533
	Iteration 56Q: 3 clusters Score -9149705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 122736 members 
Entering Unmasked Estep 
Score: -9149701.000000 Penalty: 1102.946533
	Iteration 57Q: 3 clusters Score -9149701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 122727 members 
Entering Unmasked Estep 
Score: -9149699.000000 Penalty: 1102.946533
	Iteration 58Q: 3 clusters Score -9149699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 122722 members 
Entering Unmasked Estep 
Score: -9149684.000000 Penalty: 1102.946533
	Iteration 59Q: 3 clusters Score -9149684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 122712 members 
Entering Unmasked Estep 
Score: -9149680.000000 Penalty: 1102.946533
	Iteration 60F: 3 clusters Score -9149680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 122710 members 
Entering Unmasked Estep 
Score: -9149680.000000 Penalty: 1102.946533
	Iteration 61Q: 3 clusters Score -9149680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 122714 members 
Entering Unmasked Estep 
Score: -9149679.000000 Penalty: 1102.946533
	Iteration 62Q: 3 clusters Score -9149679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 122727 members 
Entering Unmasked Estep 
Score: -9149671.000000 Penalty: 1102.946533
	Iteration 63Q: 3 clusters Score -9149671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 122728 members 
Entering Unmasked Estep 
Score: -9149684.000000 Penalty: 1102.946533
	Iteration 64Q: 3 clusters Score -9149684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 122722 members 
Entering Unmasked Estep 
Score: -9149687.000000 Penalty: 1102.946533
	Iteration 65Q: 3 clusters Score -9149687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 122715 members 
Entering Unmasked Estep 
Score: -9149674.000000 Penalty: 1102.946533
	Iteration 66Q: 3 clusters Score -9149674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 122708 members 
Entering Unmasked Estep 
Score: -9149685.000000 Penalty: 1102.946533
	Iteration 67Q: 3 clusters Score -9149685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 122709 members 
Entering Unmasked Estep 
Score: -9149685.000000 Penalty: 1102.946533
	Iteration 68Q: 3 clusters Score -9149685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -9149691.000000 Penalty: 1102.946533
	Iteration 69Q: 3 clusters Score -9149691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 122704 members 
Entering Unmasked Estep 
Score: -9149699.000000 Penalty: 1102.946533
	Iteration 70Q: 3 clusters Score -9149699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 122704 members 
Entering Unmasked Estep 
Score: -9149701.000000 Penalty: 1102.946533
	Iteration 71Q: 3 clusters Score -9149701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 122704 members 
Entering Unmasked Estep 
Score: -9149699.000000 Penalty: 1102.946533
	Iteration 72Q: 3 clusters Score -9149699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 122705 members 
Entering Unmasked Estep 
Score: -9149697.000000 Penalty: 1102.946533
	Iteration 73Q: 3 clusters Score -9149697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 122703 members 
Entering Unmasked Estep 
Score: -9149699.000000 Penalty: 1102.946533
	Iteration 74Q: 3 clusters Score -9149699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 122704 members 
Entering Unmasked Estep 
Score: -9149697.000000 Penalty: 1102.946533
	Iteration 75Q: 3 clusters Score -9149697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 122704 members 
Entering Unmasked Estep 
Score: -9149697.000000 Penalty: 1102.946533
	Iteration 76F: 3 clusters Score -9149697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 112490 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 42028 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 8515 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 1859 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 60855 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 194514 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Mstep: Class 47 contains 670 members 
Mstep: Class 48 contains 793 members 
Mstep: Class 49 contains 135 members 
Mstep: Class 50 contains 122704 members 
Entering Unmasked Estep 
Score: -90562000.000000 Penalty: 32967.777344
Splitting cluster 37 changes total score from -90539280.000000 to -90562000.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 38 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -66613.140625 Penalty: 329.514771
	Iteration 0F: 2 clusters Score -66613.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -65545.273438 Penalty: 659.029541
	Iteration 0F: 3 clusters Score -65545.27 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -65881.812500 Penalty: 659.029541
	Iteration 1F: 3 clusters Score -65881.81 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -65948.140625 Penalty: 659.029541
	Iteration 2F: 3 clusters Score -65948.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -66001.703125 Penalty: 659.029541
	Iteration 3F: 3 clusters Score -66001.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -66057.484375 Penalty: 659.029541
	Iteration 4F: 3 clusters Score -66057.48 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -66118.882812 Penalty: 659.029541
	Iteration 5Q: 3 clusters Score -66118.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -66188.929688 Penalty: 659.029541
	Iteration 6Q: 3 clusters Score -66188.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -66263.632812 Penalty: 659.029541
	Iteration 7Q: 3 clusters Score -66263.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -66309.945312 Penalty: 659.029541
	Iteration 8Q: 3 clusters Score -66309.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -66344.718750 Penalty: 659.029541
	Iteration 9Q: 3 clusters Score -66344.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -66359.757812 Penalty: 659.029541
	Iteration 10Q: 3 clusters Score -66359.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -66369.171875 Penalty: 659.029541
	Iteration 11Q: 3 clusters Score -66369.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -66377.195312 Penalty: 659.029541
	Iteration 12Q: 3 clusters Score -66377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -66380.078125 Penalty: 659.029541
	Iteration 13Q: 3 clusters Score -66380.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -66381.671875 Penalty: 659.029541
	Iteration 14Q: 3 clusters Score -66381.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -66381.945312 Penalty: 659.029541
	Iteration 15Q: 3 clusters Score -66381.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -66381.945312 Penalty: 659.029541
	Iteration 16F: 3 clusters Score -66381.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (173289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173289 members 
Entering Unmasked Estep 
Score: -8456195.000000 Penalty: 548.853577
	Iteration 0F: 2 clusters Score -8456195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -8348644.500000 Penalty: 1097.707153
	Iteration 0F: 3 clusters Score -8348644 nChanged 85314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97093 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -8403895.000000 Penalty: 1097.707153
	Iteration 1F: 3 clusters Score -8403895 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102228 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -8409454.000000 Penalty: 1097.707153
	Iteration 2Q: 3 clusters Score -8409454 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108143 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -8418987.000000 Penalty: 1097.707153
	Iteration 3F: 3 clusters Score -8418987 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112464 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -8431158.000000 Penalty: 1097.707153
	Iteration 4F: 3 clusters Score -8431158 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -8439937.000000 Penalty: 1097.707153
	Iteration 5F: 3 clusters Score -8439937 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114787 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -8442840.000000 Penalty: 1097.707153
	Iteration 6Q: 3 clusters Score -8442840 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115281 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -8443700.000000 Penalty: 1097.707153
	Iteration 7Q: 3 clusters Score -8443700 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115572 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -8444124.000000 Penalty: 1097.707153
	Iteration 8Q: 3 clusters Score -8444124 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115709 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -8444469.000000 Penalty: 1097.707153
	Iteration 9Q: 3 clusters Score -8444469 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115709 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -8444743.000000 Penalty: 1097.707153
	Iteration 10Q: 3 clusters Score -8444743 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115550 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -8445134.000000 Penalty: 1097.707153
	Iteration 11Q: 3 clusters Score -8445134 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115344 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -8445465.000000 Penalty: 1097.707153
	Iteration 12Q: 3 clusters Score -8445465 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115072 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -8445803.000000 Penalty: 1097.707153
	Iteration 13Q: 3 clusters Score -8445803 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114777 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -8446150.000000 Penalty: 1097.707153
	Iteration 14Q: 3 clusters Score -8446150 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114502 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -8446390.000000 Penalty: 1097.707153
	Iteration 15Q: 3 clusters Score -8446390 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114187 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -8446653.000000 Penalty: 1097.707153
	Iteration 16Q: 3 clusters Score -8446653 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113872 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -8446921.000000 Penalty: 1097.707153
	Iteration 17Q: 3 clusters Score -8446921 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113598 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -8447207.000000 Penalty: 1097.707153
	Iteration 18Q: 3 clusters Score -8447207 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113410 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -8447372.000000 Penalty: 1097.707153
	Iteration 19Q: 3 clusters Score -8447372 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113218 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -8447542.000000 Penalty: 1097.707153
	Iteration 20F: 3 clusters Score -8447542 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113099 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -8447723.000000 Penalty: 1097.707153
	Iteration 21Q: 3 clusters Score -8447723 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112995 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -8447911.000000 Penalty: 1097.707153
	Iteration 22Q: 3 clusters Score -8447911 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -8448040.000000 Penalty: 1097.707153
	Iteration 23Q: 3 clusters Score -8448040 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -8448164.000000 Penalty: 1097.707153
	Iteration 24Q: 3 clusters Score -8448164 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112804 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -8448322.000000 Penalty: 1097.707153
	Iteration 25Q: 3 clusters Score -8448322 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112726 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -8448481.000000 Penalty: 1097.707153
	Iteration 26Q: 3 clusters Score -8448481 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112637 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -8448571.000000 Penalty: 1097.707153
	Iteration 27Q: 3 clusters Score -8448571 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112520 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -8448621.000000 Penalty: 1097.707153
	Iteration 28Q: 3 clusters Score -8448621 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112389 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -8448717.000000 Penalty: 1097.707153
	Iteration 29Q: 3 clusters Score -8448717 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112258 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -8448784.000000 Penalty: 1097.707153
	Iteration 30Q: 3 clusters Score -8448784 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112130 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -8448840.000000 Penalty: 1097.707153
	Iteration 31Q: 3 clusters Score -8448840 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112022 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -8448898.000000 Penalty: 1097.707153
	Iteration 32Q: 3 clusters Score -8448898 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -8448920.000000 Penalty: 1097.707153
	Iteration 33Q: 3 clusters Score -8448920 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111783 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -8449022.000000 Penalty: 1097.707153
	Iteration 34Q: 3 clusters Score -8449022 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111704 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -8449122.000000 Penalty: 1097.707153
	Iteration 35Q: 3 clusters Score -8449122 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111634 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -8449164.000000 Penalty: 1097.707153
	Iteration 36Q: 3 clusters Score -8449164 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111560 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -8449216.000000 Penalty: 1097.707153
	Iteration 37Q: 3 clusters Score -8449216 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -8449250.000000 Penalty: 1097.707153
	Iteration 38Q: 3 clusters Score -8449250 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 61815 members 
Entering Unmasked Estep 
Score: -8449286.000000 Penalty: 1097.707153
	Iteration 39Q: 3 clusters Score -8449286 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111426 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -8449371.000000 Penalty: 1097.707153
	Iteration 40F: 3 clusters Score -8449371 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111413 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -8449417.000000 Penalty: 1097.707153
	Iteration 41Q: 3 clusters Score -8449417 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111400 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -8449470.000000 Penalty: 1097.707153
	Iteration 42Q: 3 clusters Score -8449470 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111453 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -8449516.000000 Penalty: 1097.707153
	Iteration 43Q: 3 clusters Score -8449516 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111498 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -8449558.000000 Penalty: 1097.707153
	Iteration 44Q: 3 clusters Score -8449558 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -8449601.000000 Penalty: 1097.707153
	Iteration 45Q: 3 clusters Score -8449601 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -8449659.000000 Penalty: 1097.707153
	Iteration 46Q: 3 clusters Score -8449659 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
Score: -8449677.000000 Penalty: 1097.707153
	Iteration 47Q: 3 clusters Score -8449677 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111581 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -8449669.000000 Penalty: 1097.707153
	Iteration 48Q: 3 clusters Score -8449669 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111597 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -8449673.000000 Penalty: 1097.707153
	Iteration 49Q: 3 clusters Score -8449673 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111625 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -8449703.000000 Penalty: 1097.707153
	Iteration 50Q: 3 clusters Score -8449703 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111627 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -8449735.000000 Penalty: 1097.707153
	Iteration 51Q: 3 clusters Score -8449735 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111622 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -8449712.000000 Penalty: 1097.707153
	Iteration 52Q: 3 clusters Score -8449712 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111634 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -8449753.000000 Penalty: 1097.707153
	Iteration 53Q: 3 clusters Score -8449753 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111648 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -8449765.000000 Penalty: 1097.707153
	Iteration 54Q: 3 clusters Score -8449765 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111665 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -8449778.000000 Penalty: 1097.707153
	Iteration 55Q: 3 clusters Score -8449778 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111691 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -8449771.000000 Penalty: 1097.707153
	Iteration 56Q: 3 clusters Score -8449771 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111718 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -8449786.000000 Penalty: 1097.707153
	Iteration 57Q: 3 clusters Score -8449786 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111742 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -8449783.000000 Penalty: 1097.707153
	Iteration 58Q: 3 clusters Score -8449783 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111773 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -8449791.000000 Penalty: 1097.707153
	Iteration 59Q: 3 clusters Score -8449791 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111781 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -8449779.000000 Penalty: 1097.707153
	Iteration 60F: 3 clusters Score -8449779 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111783 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -8449769.000000 Penalty: 1097.707153
	Iteration 61Q: 3 clusters Score -8449769 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111800 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -8449769.000000 Penalty: 1097.707153
	Iteration 62Q: 3 clusters Score -8449769 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111817 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -8449783.000000 Penalty: 1097.707153
	Iteration 63Q: 3 clusters Score -8449783 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111827 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -8449777.000000 Penalty: 1097.707153
	Iteration 64Q: 3 clusters Score -8449777 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111846 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -8449777.000000 Penalty: 1097.707153
	Iteration 65Q: 3 clusters Score -8449777 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111874 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -8449771.000000 Penalty: 1097.707153
	Iteration 66Q: 3 clusters Score -8449771 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111891 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -8449757.000000 Penalty: 1097.707153
	Iteration 67Q: 3 clusters Score -8449757 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -8449760.000000 Penalty: 1097.707153
	Iteration 68Q: 3 clusters Score -8449760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111906 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -8449769.000000 Penalty: 1097.707153
	Iteration 69Q: 3 clusters Score -8449769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111913 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -8449779.000000 Penalty: 1097.707153
	Iteration 70Q: 3 clusters Score -8449779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111922 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -8449776.000000 Penalty: 1097.707153
	Iteration 71Q: 3 clusters Score -8449776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111934 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -8449779.000000 Penalty: 1097.707153
	Iteration 72Q: 3 clusters Score -8449779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -8449775.000000 Penalty: 1097.707153
	Iteration 73Q: 3 clusters Score -8449775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111972 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -8449762.000000 Penalty: 1097.707153
	Iteration 74Q: 3 clusters Score -8449762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111978 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -8449751.000000 Penalty: 1097.707153
	Iteration 75Q: 3 clusters Score -8449751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111995 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -8449752.000000 Penalty: 1097.707153
	Iteration 76Q: 3 clusters Score -8449752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112017 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -8449760.000000 Penalty: 1097.707153
	Iteration 77Q: 3 clusters Score -8449760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112030 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -8449760.000000 Penalty: 1097.707153
	Iteration 78Q: 3 clusters Score -8449760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112041 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -8449755.000000 Penalty: 1097.707153
	Iteration 79Q: 3 clusters Score -8449755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112045 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -8449751.000000 Penalty: 1097.707153
	Iteration 80F: 3 clusters Score -8449751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112046 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -8449752.000000 Penalty: 1097.707153
	Iteration 81Q: 3 clusters Score -8449752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112047 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -8449751.000000 Penalty: 1097.707153
	Iteration 82Q: 3 clusters Score -8449751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -8449755.000000 Penalty: 1097.707153
	Iteration 83Q: 3 clusters Score -8449755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -8449748.000000 Penalty: 1097.707153
	Iteration 84Q: 3 clusters Score -8449748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -8449743.000000 Penalty: 1097.707153
	Iteration 85Q: 3 clusters Score -8449743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112047 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -8449747.000000 Penalty: 1097.707153
	Iteration 86Q: 3 clusters Score -8449747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -8449748.000000 Penalty: 1097.707153
	Iteration 87Q: 3 clusters Score -8449748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -8449749.000000 Penalty: 1097.707153
	Iteration 88Q: 3 clusters Score -8449749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -8449753.000000 Penalty: 1097.707153
	Iteration 89Q: 3 clusters Score -8449753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -8449755.000000 Penalty: 1097.707153
	Iteration 90Q: 3 clusters Score -8449755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112045 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -8449753.000000 Penalty: 1097.707153
	Iteration 91Q: 3 clusters Score -8449753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112041 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -8449756.000000 Penalty: 1097.707153
	Iteration 92Q: 3 clusters Score -8449756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112037 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -8449760.000000 Penalty: 1097.707153
	Iteration 93Q: 3 clusters Score -8449760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112031 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -8449759.000000 Penalty: 1097.707153
	Iteration 94Q: 3 clusters Score -8449759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112029 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -8449760.000000 Penalty: 1097.707153
	Iteration 95Q: 3 clusters Score -8449760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -8449761.000000 Penalty: 1097.707153
	Iteration 96Q: 3 clusters Score -8449761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112023 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -8449757.000000 Penalty: 1097.707153
	Iteration 97Q: 3 clusters Score -8449757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112017 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -8449760.000000 Penalty: 1097.707153
	Iteration 98Q: 3 clusters Score -8449760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112013 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -8449762.000000 Penalty: 1097.707153
	Iteration 99Q: 3 clusters Score -8449762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -8449746.000000 Penalty: 1097.707153
	Iteration 100F: 3 clusters Score -8449746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112009 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -8449757.000000 Penalty: 1097.707153
	Iteration 101Q: 3 clusters Score -8449757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112006 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -8449753.000000 Penalty: 1097.707153
	Iteration 102Q: 3 clusters Score -8449753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112004 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -8449758.000000 Penalty: 1097.707153
	Iteration 103Q: 3 clusters Score -8449758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -8449760.000000 Penalty: 1097.707153
	Iteration 104Q: 3 clusters Score -8449760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112002 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -8449761.000000 Penalty: 1097.707153
	Iteration 105Q: 3 clusters Score -8449761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112002 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -8449761.000000 Penalty: 1097.707153
	Iteration 106F: 3 clusters Score -8449761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -55266.542969 Penalty: 325.392578
	Iteration 0F: 2 clusters Score -55266.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -54313.863281 Penalty: 650.785156
	Iteration 0F: 3 clusters Score -54313.86 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -55286.664062 Penalty: 650.785156
	Iteration 1F: 3 clusters Score -55286.66 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -55847.730469 Penalty: 650.785156
	Iteration 2F: 3 clusters Score -55847.73 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -56160.417969 Penalty: 650.785156
	Iteration 3F: 3 clusters Score -56160.42 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56328.589844 Penalty: 650.785156
	Iteration 4F: 3 clusters Score -56328.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -56463.363281 Penalty: 650.785156
	Iteration 5Q: 3 clusters Score -56463.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -56548.917969 Penalty: 650.785156
	Iteration 6Q: 3 clusters Score -56548.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -56591.261719 Penalty: 650.785156
	Iteration 7Q: 3 clusters Score -56591.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -56601.304688 Penalty: 650.785156
	Iteration 8Q: 3 clusters Score -56601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -56605.136719 Penalty: 650.785156
	Iteration 9Q: 3 clusters Score -56605.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -56606.125000 Penalty: 650.785156
	Iteration 10Q: 3 clusters Score -56606.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -56606.468750 Penalty: 650.785156
	Iteration 11Q: 3 clusters Score -56606.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -56607.636719 Penalty: 650.785156
	Iteration 12Q: 3 clusters Score -56607.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -56610.195312 Penalty: 650.785156
	Iteration 13Q: 3 clusters Score -56610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -56611.234375 Penalty: 650.785156
	Iteration 14Q: 3 clusters Score -56611.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -56611.519531 Penalty: 650.785156
	Iteration 15Q: 3 clusters Score -56611.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -56612.031250 Penalty: 650.785156
	Iteration 16Q: 3 clusters Score -56612.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -56613.011719 Penalty: 650.785156
	Iteration 17Q: 3 clusters Score -56613.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -56614.183594 Penalty: 650.785156
	Iteration 18Q: 3 clusters Score -56614.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -56615.000000 Penalty: 650.785156
	Iteration 19Q: 3 clusters Score -56615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -56615.000000 Penalty: 650.785156
	Iteration 20F: 3 clusters Score -56615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 112490 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 42028 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 8515 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 1859 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 60855 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 194514 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Mstep: Class 47 contains 670 members 
Mstep: Class 48 contains 793 members 
Mstep: Class 49 contains 135 members 
Mstep: Class 50 contains 122704 members 
Mstep: Class 51 contains 589 members 
Entering Unmasked Estep 
Score: -90562224.000000 Penalty: 33627.132812
Splitting cluster 40 changes total score from -90539280.000000 to -90562224.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 41 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -10216.573242 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -10216.57 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 129 members 
Entering Unmasked Estep 
Score: -9898.517578 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -9898.518 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9997.360352 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -9997.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10013.981445 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -10013.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10020.973633 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -10020.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10029.569336 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -10029.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10032.175781 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -10032.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10039.225586 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -10039.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10042.625977 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -10042.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10047.779297 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -10047.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10051.226562 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -10051.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10051.226562 Penalty: 506.719360
	Iteration 10F: 3 clusters Score -10051.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (194514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194514 members 
Entering Unmasked Estep 
Score: -9637360.000000 Penalty: 554.110840
	Iteration 0F: 2 clusters Score -9637360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97141 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -9509931.000000 Penalty: 1108.221680
	Iteration 0F: 3 clusters Score -9509931 nChanged 95668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94061 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -9568059.000000 Penalty: 1108.221680
	Iteration 1F: 3 clusters Score -9568059 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -9571322.000000 Penalty: 1108.221680
	Iteration 2Q: 3 clusters Score -9571322 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -9577429.000000 Penalty: 1108.221680
	Iteration 3Q: 3 clusters Score -9577429 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 105826 members 
Entering Unmasked Estep 
Score: -9589270.000000 Penalty: 1108.221680
	Iteration 4F: 3 clusters Score -9589270 nChanged 15307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 107123 members 
Entering Unmasked Estep 
Score: -9605460.000000 Penalty: 1108.221680
	Iteration 5F: 3 clusters Score -9605460 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -9617755.000000 Penalty: 1108.221680
	Iteration 6F: 3 clusters Score -9617755 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -9622550.000000 Penalty: 1108.221680
	Iteration 7F: 3 clusters Score -9622550 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 109642 members 
Entering Unmasked Estep 
Score: -9624749.000000 Penalty: 1108.221680
	Iteration 8Q: 3 clusters Score -9624749 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83479 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -9626319.000000 Penalty: 1108.221680
	Iteration 9Q: 3 clusters Score -9626319 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 112484 members 
Entering Unmasked Estep 
Score: -9627641.000000 Penalty: 1108.221680
	Iteration 10Q: 3 clusters Score -9627641 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 114126 members 
Entering Unmasked Estep 
Score: -9629050.000000 Penalty: 1108.221680
	Iteration 11Q: 3 clusters Score -9629050 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 115881 members 
Entering Unmasked Estep 
Score: -9630132.000000 Penalty: 1108.221680
	Iteration 12Q: 3 clusters Score -9630132 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 117826 members 
Entering Unmasked Estep 
Score: -9631029.000000 Penalty: 1108.221680
	Iteration 13Q: 3 clusters Score -9631029 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 120184 members 
Entering Unmasked Estep 
Score: -9631835.000000 Penalty: 1108.221680
	Iteration 14Q: 3 clusters Score -9631835 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -9632527.000000 Penalty: 1108.221680
	Iteration 15Q: 3 clusters Score -9632527 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 125783 members 
Entering Unmasked Estep 
Score: -9633117.000000 Penalty: 1108.221680
	Iteration 16Q: 3 clusters Score -9633117 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 129081 members 
Entering Unmasked Estep 
Score: -9633733.000000 Penalty: 1108.221680
	Iteration 17Q: 3 clusters Score -9633733 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 132510 members 
Entering Unmasked Estep 
Score: -9634264.000000 Penalty: 1108.221680
	Iteration 18Q: 3 clusters Score -9634264 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 136211 members 
Entering Unmasked Estep 
Score: -9634803.000000 Penalty: 1108.221680
	Iteration 19Q: 3 clusters Score -9634803 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 139912 members 
Entering Unmasked Estep 
Score: -9635365.000000 Penalty: 1108.221680
	Iteration 20F: 3 clusters Score -9635365 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 143652 members 
Entering Unmasked Estep 
Score: -9635706.000000 Penalty: 1108.221680
	Iteration 21Q: 3 clusters Score -9635706 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 147291 members 
Entering Unmasked Estep 
Score: -9636024.000000 Penalty: 1108.221680
	Iteration 22Q: 3 clusters Score -9636024 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 150737 members 
Entering Unmasked Estep 
Score: -9636352.000000 Penalty: 1108.221680
	Iteration 23Q: 3 clusters Score -9636352 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 153932 members 
Entering Unmasked Estep 
Score: -9636540.000000 Penalty: 1108.221680
	Iteration 24Q: 3 clusters Score -9636540 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 156826 members 
Entering Unmasked Estep 
Score: -9636746.000000 Penalty: 1108.221680
	Iteration 25Q: 3 clusters Score -9636746 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 159663 members 
Entering Unmasked Estep 
Score: -9637125.000000 Penalty: 1108.221680
	Iteration 26Q: 3 clusters Score -9637125 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 162307 members 
Entering Unmasked Estep 
Score: -9638619.000000 Penalty: 1108.221680
	Iteration 27Q: 3 clusters Score -9638619 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 164509 members 
Entering Unmasked Estep 
Score: -9639763.000000 Penalty: 1108.221680
	Iteration 28Q: 3 clusters Score -9639763 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 166397 members 
Entering Unmasked Estep 
Score: -9640650.000000 Penalty: 1108.221680
	Iteration 29Q: 3 clusters Score -9640650 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 168007 members 
Entering Unmasked Estep 
Score: -9641261.000000 Penalty: 1108.221680
	Iteration 30Q: 3 clusters Score -9641261 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 169354 members 
Entering Unmasked Estep 
Score: -9641738.000000 Penalty: 1108.221680
	Iteration 31Q: 3 clusters Score -9641738 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 170488 members 
Entering Unmasked Estep 
Score: -9642124.000000 Penalty: 1108.221680
	Iteration 32Q: 3 clusters Score -9642124 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 171453 members 
Entering Unmasked Estep 
Score: -9642351.000000 Penalty: 1108.221680
	Iteration 33Q: 3 clusters Score -9642351 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 172301 members 
Entering Unmasked Estep 
Score: -9642533.000000 Penalty: 1108.221680
	Iteration 34Q: 3 clusters Score -9642533 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 173026 members 
Entering Unmasked Estep 
Score: -9642738.000000 Penalty: 1108.221680
	Iteration 35Q: 3 clusters Score -9642738 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 173639 members 
Entering Unmasked Estep 
Score: -9642810.000000 Penalty: 1108.221680
	Iteration 36Q: 3 clusters Score -9642810 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 174144 members 
Entering Unmasked Estep 
Score: -9642892.000000 Penalty: 1108.221680
	Iteration 37Q: 3 clusters Score -9642892 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 174594 members 
Entering Unmasked Estep 
Score: -9642944.000000 Penalty: 1108.221680
	Iteration 38Q: 3 clusters Score -9642944 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 174974 members 
Entering Unmasked Estep 
Score: -9642995.000000 Penalty: 1108.221680
	Iteration 39Q: 3 clusters Score -9642995 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 175278 members 
Entering Unmasked Estep 
Score: -9643027.000000 Penalty: 1108.221680
	Iteration 40F: 3 clusters Score -9643027 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 175534 members 
Entering Unmasked Estep 
Score: -9643097.000000 Penalty: 1108.221680
	Iteration 41Q: 3 clusters Score -9643097 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 175738 members 
Entering Unmasked Estep 
Score: -9643131.000000 Penalty: 1108.221680
	Iteration 42Q: 3 clusters Score -9643131 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 175898 members 
Entering Unmasked Estep 
Score: -9643137.000000 Penalty: 1108.221680
	Iteration 43Q: 3 clusters Score -9643137 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 176031 members 
Entering Unmasked Estep 
Score: -9643128.000000 Penalty: 1108.221680
	Iteration 44Q: 3 clusters Score -9643128 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 176151 members 
Entering Unmasked Estep 
Score: -9643103.000000 Penalty: 1108.221680
	Iteration 45Q: 3 clusters Score -9643103 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 176262 members 
Entering Unmasked Estep 
Score: -9643101.000000 Penalty: 1108.221680
	Iteration 46Q: 3 clusters Score -9643101 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 176364 members 
Entering Unmasked Estep 
Score: -9643097.000000 Penalty: 1108.221680
	Iteration 47Q: 3 clusters Score -9643097 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 176462 members 
Entering Unmasked Estep 
Score: -9643091.000000 Penalty: 1108.221680
	Iteration 48Q: 3 clusters Score -9643091 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 176545 members 
Entering Unmasked Estep 
Score: -9643091.000000 Penalty: 1108.221680
	Iteration 49Q: 3 clusters Score -9643091 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 176621 members 
Entering Unmasked Estep 
Score: -9643127.000000 Penalty: 1108.221680
	Iteration 50Q: 3 clusters Score -9643127 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 176687 members 
Entering Unmasked Estep 
Score: -9643113.000000 Penalty: 1108.221680
	Iteration 51Q: 3 clusters Score -9643113 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 176751 members 
Entering Unmasked Estep 
Score: -9643119.000000 Penalty: 1108.221680
	Iteration 52Q: 3 clusters Score -9643119 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 176803 members 
Entering Unmasked Estep 
Score: -9643105.000000 Penalty: 1108.221680
	Iteration 53Q: 3 clusters Score -9643105 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 176843 members 
Entering Unmasked Estep 
Score: -9643122.000000 Penalty: 1108.221680
	Iteration 54Q: 3 clusters Score -9643122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 176886 members 
Entering Unmasked Estep 
Score: -9643122.000000 Penalty: 1108.221680
	Iteration 55Q: 3 clusters Score -9643122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 176930 members 
Entering Unmasked Estep 
Score: -9643142.000000 Penalty: 1108.221680
	Iteration 56Q: 3 clusters Score -9643142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 176968 members 
Entering Unmasked Estep 
Score: -9643147.000000 Penalty: 1108.221680
	Iteration 57Q: 3 clusters Score -9643147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 177019 members 
Entering Unmasked Estep 
Score: -9643147.000000 Penalty: 1108.221680
	Iteration 58Q: 3 clusters Score -9643147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 177076 members 
Entering Unmasked Estep 
Score: -9643154.000000 Penalty: 1108.221680
	Iteration 59Q: 3 clusters Score -9643154 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 177138 members 
Entering Unmasked Estep 
Score: -9643144.000000 Penalty: 1108.221680
	Iteration 60F: 3 clusters Score -9643144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 177190 members 
Entering Unmasked Estep 
Score: -9643169.000000 Penalty: 1108.221680
	Iteration 61Q: 3 clusters Score -9643169 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 177244 members 
Entering Unmasked Estep 
Score: -9643179.000000 Penalty: 1108.221680
	Iteration 62Q: 3 clusters Score -9643179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 177293 members 
Entering Unmasked Estep 
Score: -9643183.000000 Penalty: 1108.221680
	Iteration 63Q: 3 clusters Score -9643183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 177327 members 
Entering Unmasked Estep 
Score: -9643184.000000 Penalty: 1108.221680
	Iteration 64Q: 3 clusters Score -9643184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 177350 members 
Entering Unmasked Estep 
Score: -9643178.000000 Penalty: 1108.221680
	Iteration 65Q: 3 clusters Score -9643178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 177370 members 
Entering Unmasked Estep 
Score: -9643174.000000 Penalty: 1108.221680
	Iteration 66Q: 3 clusters Score -9643174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 177389 members 
Entering Unmasked Estep 
Score: -9643169.000000 Penalty: 1108.221680
	Iteration 67Q: 3 clusters Score -9643169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 177404 members 
Entering Unmasked Estep 
Score: -9643175.000000 Penalty: 1108.221680
	Iteration 68Q: 3 clusters Score -9643175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 177413 members 
Entering Unmasked Estep 
Score: -9643187.000000 Penalty: 1108.221680
	Iteration 69Q: 3 clusters Score -9643187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 177419 members 
Entering Unmasked Estep 
Score: -9643175.000000 Penalty: 1108.221680
	Iteration 70Q: 3 clusters Score -9643175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 177431 members 
Entering Unmasked Estep 
Score: -9643176.000000 Penalty: 1108.221680
	Iteration 71Q: 3 clusters Score -9643176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 177440 members 
Entering Unmasked Estep 
Score: -9643176.000000 Penalty: 1108.221680
	Iteration 72Q: 3 clusters Score -9643176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 177447 members 
Entering Unmasked Estep 
Score: -9643177.000000 Penalty: 1108.221680
	Iteration 73Q: 3 clusters Score -9643177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -9643176.000000 Penalty: 1108.221680
	Iteration 74Q: 3 clusters Score -9643176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 177461 members 
Entering Unmasked Estep 
Score: -9643184.000000 Penalty: 1108.221680
	Iteration 75Q: 3 clusters Score -9643184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 177473 members 
Entering Unmasked Estep 
Score: -9643187.000000 Penalty: 1108.221680
	Iteration 76Q: 3 clusters Score -9643187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 177488 members 
Entering Unmasked Estep 
Score: -9643179.000000 Penalty: 1108.221680
	Iteration 77Q: 3 clusters Score -9643179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 177504 members 
Entering Unmasked Estep 
Score: -9643166.000000 Penalty: 1108.221680
	Iteration 78Q: 3 clusters Score -9643166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 177524 members 
Entering Unmasked Estep 
Score: -9643165.000000 Penalty: 1108.221680
	Iteration 79Q: 3 clusters Score -9643165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 177539 members 
Entering Unmasked Estep 
Score: -9643162.000000 Penalty: 1108.221680
	Iteration 80F: 3 clusters Score -9643162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 177547 members 
Entering Unmasked Estep 
Score: -9643166.000000 Penalty: 1108.221680
	Iteration 81Q: 3 clusters Score -9643166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 177558 members 
Entering Unmasked Estep 
Score: -9643169.000000 Penalty: 1108.221680
	Iteration 82Q: 3 clusters Score -9643169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 177564 members 
Entering Unmasked Estep 
Score: -9643171.000000 Penalty: 1108.221680
	Iteration 83Q: 3 clusters Score -9643171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 177574 members 
Entering Unmasked Estep 
Score: -9643163.000000 Penalty: 1108.221680
	Iteration 84Q: 3 clusters Score -9643163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 177580 members 
Entering Unmasked Estep 
Score: -9643158.000000 Penalty: 1108.221680
	Iteration 85Q: 3 clusters Score -9643158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 177590 members 
Entering Unmasked Estep 
Score: -9643167.000000 Penalty: 1108.221680
	Iteration 86Q: 3 clusters Score -9643167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 177596 members 
Entering Unmasked Estep 
Score: -9643164.000000 Penalty: 1108.221680
	Iteration 87Q: 3 clusters Score -9643164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 177603 members 
Entering Unmasked Estep 
Score: -9643159.000000 Penalty: 1108.221680
	Iteration 88Q: 3 clusters Score -9643159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 177608 members 
Entering Unmasked Estep 
Score: -9643159.000000 Penalty: 1108.221680
	Iteration 89Q: 3 clusters Score -9643159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 177611 members 
Entering Unmasked Estep 
Score: -9643151.000000 Penalty: 1108.221680
	Iteration 90Q: 3 clusters Score -9643151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 177617 members 
Entering Unmasked Estep 
Score: -9643156.000000 Penalty: 1108.221680
	Iteration 91Q: 3 clusters Score -9643156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 177620 members 
Entering Unmasked Estep 
Score: -9643163.000000 Penalty: 1108.221680
	Iteration 92Q: 3 clusters Score -9643163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 177627 members 
Entering Unmasked Estep 
Score: -9643165.000000 Penalty: 1108.221680
	Iteration 93Q: 3 clusters Score -9643165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 177633 members 
Entering Unmasked Estep 
Score: -9643165.000000 Penalty: 1108.221680
	Iteration 94Q: 3 clusters Score -9643165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 177638 members 
Entering Unmasked Estep 
Score: -9643164.000000 Penalty: 1108.221680
	Iteration 95Q: 3 clusters Score -9643164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 177641 members 
Entering Unmasked Estep 
Score: -9643162.000000 Penalty: 1108.221680
	Iteration 96Q: 3 clusters Score -9643162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 177644 members 
Entering Unmasked Estep 
Score: -9643155.000000 Penalty: 1108.221680
	Iteration 97Q: 3 clusters Score -9643155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 177648 members 
Entering Unmasked Estep 
Score: -9643160.000000 Penalty: 1108.221680
	Iteration 98Q: 3 clusters Score -9643160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 177650 members 
Entering Unmasked Estep 
Score: -9643155.000000 Penalty: 1108.221680
	Iteration 99Q: 3 clusters Score -9643155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 177651 members 
Entering Unmasked Estep 
Score: -9643157.000000 Penalty: 1108.221680
	Iteration 100F: 3 clusters Score -9643157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 177652 members 
Entering Unmasked Estep 
Score: -9643157.000000 Penalty: 1108.221680
	Iteration 101Q: 3 clusters Score -9643157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 177652 members 
Entering Unmasked Estep 
Score: -9643157.000000 Penalty: 1108.221680
	Iteration 102F: 3 clusters Score -9643157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 112490 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 42028 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 8515 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 1859 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 60855 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 16862 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Mstep: Class 47 contains 670 members 
Mstep: Class 48 contains 793 members 
Mstep: Class 49 contains 135 members 
Mstep: Class 50 contains 122704 members 
Mstep: Class 51 contains 589 members 
Mstep: Class 52 contains 177652 members 
Entering Unmasked Estep 
Score: -90567912.000000 Penalty: 34286.488281
Splitting cluster 42 changes total score from -90539280.000000 to -90567912.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 43 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -118958.476562 Penalty: 354.664459
	Iteration 0F: 2 clusters Score -118958.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -117277.156250 Penalty: 709.328918
	Iteration 0F: 3 clusters Score -117277.2 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -118190.820312 Penalty: 709.328918
	Iteration 1F: 3 clusters Score -118190.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -118471.367188 Penalty: 709.328918
	Iteration 2F: 3 clusters Score -118471.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -118633.062500 Penalty: 709.328918
	Iteration 3F: 3 clusters Score -118633.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -118720.320312 Penalty: 709.328918
	Iteration 4Q: 3 clusters Score -118720.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -118784.375000 Penalty: 709.328918
	Iteration 5Q: 3 clusters Score -118784.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -118807.531250 Penalty: 709.328918
	Iteration 6Q: 3 clusters Score -118807.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -118827.601562 Penalty: 709.328918
	Iteration 7Q: 3 clusters Score -118827.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -118844.476562 Penalty: 709.328918
	Iteration 8Q: 3 clusters Score -118844.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -118859.898438 Penalty: 709.328918
	Iteration 9Q: 3 clusters Score -118859.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -118871.671875 Penalty: 709.328918
	Iteration 10Q: 3 clusters Score -118871.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -118882.656250 Penalty: 709.328918
	Iteration 11Q: 3 clusters Score -118882.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -118893.218750 Penalty: 709.328918
	Iteration 12Q: 3 clusters Score -118893.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -118905.656250 Penalty: 709.328918
	Iteration 13Q: 3 clusters Score -118905.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -118919.117188 Penalty: 709.328918
	Iteration 14Q: 3 clusters Score -118919.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -118927.507812 Penalty: 709.328918
	Iteration 15Q: 3 clusters Score -118927.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -118933.000000 Penalty: 709.328918
	Iteration 16Q: 3 clusters Score -118933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -118938.875000 Penalty: 709.328918
	Iteration 17Q: 3 clusters Score -118938.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -118949.195312 Penalty: 709.328918
	Iteration 18Q: 3 clusters Score -118949.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -118958.781250 Penalty: 709.328918
	Iteration 19Q: 3 clusters Score -118958.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -118969.296875 Penalty: 709.328918
	Iteration 20F: 3 clusters Score -118969.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -118981.296875 Penalty: 709.328918
	Iteration 21Q: 3 clusters Score -118981.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -119000.203125 Penalty: 709.328918
	Iteration 22Q: 3 clusters Score -119000.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -119020.539062 Penalty: 709.328918
	Iteration 23Q: 3 clusters Score -119020.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -119043.359375 Penalty: 709.328918
	Iteration 24Q: 3 clusters Score -119043.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -119080.429688 Penalty: 709.328918
	Iteration 25Q: 3 clusters Score -119080.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -119113.640625 Penalty: 709.328918
	Iteration 26Q: 3 clusters Score -119113.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -119124.539062 Penalty: 709.328918
	Iteration 27Q: 3 clusters Score -119124.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -119128.484375 Penalty: 709.328918
	Iteration 28Q: 3 clusters Score -119128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -119131.015625 Penalty: 709.328918
	Iteration 29Q: 3 clusters Score -119131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -119134.351562 Penalty: 709.328918
	Iteration 30Q: 3 clusters Score -119134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -119136.015625 Penalty: 709.328918
	Iteration 31Q: 3 clusters Score -119136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -119137.867188 Penalty: 709.328918
	Iteration 32Q: 3 clusters Score -119137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -119139.554688 Penalty: 709.328918
	Iteration 33Q: 3 clusters Score -119139.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -119141.476562 Penalty: 709.328918
	Iteration 34Q: 3 clusters Score -119141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -119142.125000 Penalty: 709.328918
	Iteration 35Q: 3 clusters Score -119142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -119142.398438 Penalty: 709.328918
	Iteration 36Q: 3 clusters Score -119142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -119142.398438 Penalty: 709.328918
	Iteration 37F: 3 clusters Score -119142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 112490 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 42028 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 8515 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 1859 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 60855 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 16862 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 175072 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Mstep: Class 47 contains 670 members 
Mstep: Class 48 contains 793 members 
Mstep: Class 49 contains 135 members 
Mstep: Class 50 contains 122704 members 
Mstep: Class 51 contains 589 members 
Mstep: Class 52 contains 177652 members 
Mstep: Class 53 contains 823 members 
Entering Unmasked Estep 
Score: -90567984.000000 Penalty: 34945.843750
Splitting cluster 43 changes total score from -90539280.000000 to -90567984.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 44 (175072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175072 members 
Entering Unmasked Estep 
Score: -8708648.000000 Penalty: 549.319336
	Iteration 0F: 2 clusters Score -8708648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87471 members 
Mstep: Class 2 contains 87601 members 
Entering Unmasked Estep 
Score: -8606174.000000 Penalty: 1098.638672
	Iteration 0F: 3 clusters Score -8606174 nChanged 86145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -8658439.000000 Penalty: 1098.638672
	Iteration 1F: 3 clusters Score -8658439 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -8660549.000000 Penalty: 1098.638672
	Iteration 2Q: 3 clusters Score -8660549 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
Score: -8664571.000000 Penalty: 1098.638672
	Iteration 3Q: 3 clusters Score -8664571 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -8672019.000000 Penalty: 1098.638672
	Iteration 4F: 3 clusters Score -8672019 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 115127 members 
Entering Unmasked Estep 
Score: -8682626.000000 Penalty: 1098.638672
	Iteration 5F: 3 clusters Score -8682626 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 119837 members 
Entering Unmasked Estep 
Score: -8695050.000000 Penalty: 1098.638672
	Iteration 6F: 3 clusters Score -8695050 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 120589 members 
Entering Unmasked Estep 
Score: -8703698.000000 Penalty: 1098.638672
	Iteration 7F: 3 clusters Score -8703698 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 119385 members 
Entering Unmasked Estep 
Score: -8706648.000000 Penalty: 1098.638672
	Iteration 8Q: 3 clusters Score -8706648 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 118002 members 
Entering Unmasked Estep 
Score: -8707717.000000 Penalty: 1098.638672
	Iteration 9Q: 3 clusters Score -8707717 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -8708609.000000 Penalty: 1098.638672
	Iteration 10Q: 3 clusters Score -8708609 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 115316 members 
Entering Unmasked Estep 
Score: -8709382.000000 Penalty: 1098.638672
	Iteration 11Q: 3 clusters Score -8709382 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 113941 members 
Entering Unmasked Estep 
Score: -8709975.000000 Penalty: 1098.638672
	Iteration 12Q: 3 clusters Score -8709975 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 112537 members 
Entering Unmasked Estep 
Score: -8710565.000000 Penalty: 1098.638672
	Iteration 13Q: 3 clusters Score -8710565 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 111191 members 
Entering Unmasked Estep 
Score: -8711083.000000 Penalty: 1098.638672
	Iteration 14Q: 3 clusters Score -8711083 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 109877 members 
Entering Unmasked Estep 
Score: -8711438.000000 Penalty: 1098.638672
	Iteration 15Q: 3 clusters Score -8711438 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 108619 members 
Entering Unmasked Estep 
Score: -8711787.000000 Penalty: 1098.638672
	Iteration 16Q: 3 clusters Score -8711787 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -8712069.000000 Penalty: 1098.638672
	Iteration 17Q: 3 clusters Score -8712069 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
Score: -8712286.000000 Penalty: 1098.638672
	Iteration 18Q: 3 clusters Score -8712286 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 105300 members 
Entering Unmasked Estep 
Score: -8712466.000000 Penalty: 1098.638672
	Iteration 19Q: 3 clusters Score -8712466 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 104381 members 
Entering Unmasked Estep 
Score: -8712699.000000 Penalty: 1098.638672
	Iteration 20F: 3 clusters Score -8712699 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 103330 members 
Entering Unmasked Estep 
Score: -8712864.000000 Penalty: 1098.638672
	Iteration 21Q: 3 clusters Score -8712864 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 102328 members 
Entering Unmasked Estep 
Score: -8713027.000000 Penalty: 1098.638672
	Iteration 22Q: 3 clusters Score -8713027 nChanged 1787
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8713152 nChanged 1774
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8713309 nChanged 1734
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 99407 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8713504 nChanged 1641
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76706 members 
Mstep: Class 2 contains 98366 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8713684 nChanged 1467
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Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8713935 nChanged 1510
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8714037 nChanged 1406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8714205 nChanged 1250
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Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 94121 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8714303 nChanged 1091
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8714456 nChanged 928
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 92440 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8714498 nChanged 811
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Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8714597 nChanged 716
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Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8714611 nChanged 600
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Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8714660 nChanged 544
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Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8714675 nChanged 471
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Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 90062 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8714686 nChanged 390
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Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8714701 nChanged 313
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Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8714686 nChanged 290
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Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8714729 nChanged 231
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Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8714693 nChanged 228
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8714686 nChanged 207
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8714694 nChanged 229
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8714729 nChanged 201
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Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8714740 nChanged 176
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Mstep: Class 2 contains 88020 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8714696 nChanged 153
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8714699 nChanged 165
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8714682 nChanged 148
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	Iteration 53Q: 3 clusters Score -8714701 nChanged 162
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8714730 nChanged 211
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8714736 nChanged 219
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	Iteration 64Q: 3 clusters Score -8714776 nChanged 171
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	Iteration 65Q: 3 clusters Score -8714768 nChanged 166
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	Iteration 70Q: 3 clusters Score -8714780 nChanged 187
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	Iteration 71Q: 3 clusters Score -8714769 nChanged 199
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	Iteration 72Q: 3 clusters Score -8714785 nChanged 213
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	Iteration 73Q: 3 clusters Score -8714804 nChanged 211
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	Iteration 74Q: 3 clusters Score -8714823 nChanged 221
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	Iteration 78Q: 3 clusters Score -8714799 nChanged 270
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	Iteration 79Q: 3 clusters Score -8714804 nChanged 287
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	Iteration 80F: 3 clusters Score -8714815 nChanged 289
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	Iteration 81Q: 3 clusters Score -8714841 nChanged 307
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	Iteration 83Q: 3 clusters Score -8714801 nChanged 346
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	Iteration 84Q: 3 clusters Score -8714791 nChanged 362
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	Iteration 89Q: 3 clusters Score -8714932 nChanged 499
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	Iteration 90Q: 3 clusters Score -8714954 nChanged 563
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	Iteration 91Q: 3 clusters Score -8714951 nChanged 631
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	Iteration 92Q: 3 clusters Score -8715011 nChanged 726
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	Iteration 94Q: 3 clusters Score -8715211 nChanged 898
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	Iteration 95Q: 3 clusters Score -8715346 nChanged 984
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	Iteration 97Q: 3 clusters Score -8715699 nChanged 1207
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	Iteration 98Q: 3 clusters Score -8715942 nChanged 1402
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	Iteration 99Q: 3 clusters Score -8716212 nChanged 1470
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	Iteration 100F: 3 clusters Score -8716450 nChanged 1476
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	Iteration 101Q: 3 clusters Score -8716737 nChanged 1606
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	Iteration 102Q: 3 clusters Score -8717008 nChanged 1652
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	Iteration 103Q: 3 clusters Score -8717276 nChanged 1711
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	Iteration 104Q: 3 clusters Score -8717591 nChanged 1785
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	Iteration 105Q: 3 clusters Score -8717870 nChanged 1876
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	Iteration 106Q: 3 clusters Score -8718086 nChanged 1858
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	Iteration 107Q: 3 clusters Score -8718310 nChanged 1854
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	Iteration 108Q: 3 clusters Score -8718510 nChanged 1787
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	Iteration 109Q: 3 clusters Score -8718703 nChanged 1685
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	Iteration 110Q: 3 clusters Score -8718932 nChanged 1637
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	Iteration 111Q: 3 clusters Score -8719150 nChanged 1481
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	Iteration 112Q: 3 clusters Score -8719326 nChanged 1306
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	Iteration 113Q: 3 clusters Score -8719378 nChanged 1199
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	Iteration 114Q: 3 clusters Score -8719414 nChanged 1083
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	Iteration 115Q: 3 clusters Score -8719369 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -8719407.000000 Penalty: 1098.638672
	Iteration 116Q: 3 clusters Score -8719407 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108154 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -8719404.000000 Penalty: 1098.638672
	Iteration 117Q: 3 clusters Score -8719404 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108610 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -8719344.000000 Penalty: 1098.638672
	Iteration 118Q: 3 clusters Score -8719344 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108992 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -8719332.000000 Penalty: 1098.638672
	Iteration 119Q: 3 clusters Score -8719332 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109342 members 
Mstep: Class 2 contains 65730 members 
Entering Unmasked Estep 
Score: -8719248.000000 Penalty: 1098.638672
	Iteration 120F: 3 clusters Score -8719248 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109631 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -8719219.000000 Penalty: 1098.638672
	Iteration 121Q: 3 clusters Score -8719219 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -8719202.000000 Penalty: 1098.638672
	Iteration 122Q: 3 clusters Score -8719202 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 65010 members 
Entering Unmasked Estep 
Score: -8719138.000000 Penalty: 1098.638672
	Iteration 123Q: 3 clusters Score -8719138 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -8719127.000000 Penalty: 1098.638672
	Iteration 124Q: 3 clusters Score -8719127 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -8719117.000000 Penalty: 1098.638672
	Iteration 125Q: 3 clusters Score -8719117 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -8719120.000000 Penalty: 1098.638672
	Iteration 126Q: 3 clusters Score -8719120 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110518 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -8719123.000000 Penalty: 1098.638672
	Iteration 127Q: 3 clusters Score -8719123 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -8719128.000000 Penalty: 1098.638672
	Iteration 128Q: 3 clusters Score -8719128 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110642 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -8719104.000000 Penalty: 1098.638672
	Iteration 129Q: 3 clusters Score -8719104 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110703 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -8719083.000000 Penalty: 1098.638672
	Iteration 130Q: 3 clusters Score -8719083 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -8719067.000000 Penalty: 1098.638672
	Iteration 131Q: 3 clusters Score -8719067 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -8719055.000000 Penalty: 1098.638672
	Iteration 132Q: 3 clusters Score -8719055 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110812 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -8719055.000000 Penalty: 1098.638672
	Iteration 133Q: 3 clusters Score -8719055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110831 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -8719045.000000 Penalty: 1098.638672
	Iteration 134Q: 3 clusters Score -8719045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110856 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -8719037.000000 Penalty: 1098.638672
	Iteration 135Q: 3 clusters Score -8719037 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110871 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -8719025.000000 Penalty: 1098.638672
	Iteration 136Q: 3 clusters Score -8719025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110872 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -8719020.000000 Penalty: 1098.638672
	Iteration 137Q: 3 clusters Score -8719020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -8719002.000000 Penalty: 1098.638672
	Iteration 138Q: 3 clusters Score -8719002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -8718989.000000 Penalty: 1098.638672
	Iteration 139Q: 3 clusters Score -8718989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110874 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -8718964.000000 Penalty: 1098.638672
	Iteration 140F: 3 clusters Score -8718964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -8718959.000000 Penalty: 1098.638672
	Iteration 141Q: 3 clusters Score -8718959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110872 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -8718956.000000 Penalty: 1098.638672
	Iteration 142Q: 3 clusters Score -8718956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -8718949.000000 Penalty: 1098.638672
	Iteration 143Q: 3 clusters Score -8718949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110866 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -8718953.000000 Penalty: 1098.638672
	Iteration 144Q: 3 clusters Score -8718953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110862 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -8718949.000000 Penalty: 1098.638672
	Iteration 145Q: 3 clusters Score -8718949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110859 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -8718945.000000 Penalty: 1098.638672
	Iteration 146Q: 3 clusters Score -8718945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110857 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -8718945.000000 Penalty: 1098.638672
	Iteration 147Q: 3 clusters Score -8718945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110859 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -8718934.000000 Penalty: 1098.638672
	Iteration 148Q: 3 clusters Score -8718934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110858 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -8718935.000000 Penalty: 1098.638672
	Iteration 149Q: 3 clusters Score -8718935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110859 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -8718937.000000 Penalty: 1098.638672
	Iteration 150Q: 3 clusters Score -8718937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110872 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -8718942.000000 Penalty: 1098.638672
	Iteration 151Q: 3 clusters Score -8718942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -8718937.000000 Penalty: 1098.638672
	Iteration 152Q: 3 clusters Score -8718937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110880 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -8718938.000000 Penalty: 1098.638672
	Iteration 153Q: 3 clusters Score -8718938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110874 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -8718938.000000 Penalty: 1098.638672
	Iteration 154Q: 3 clusters Score -8718938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -8718939.000000 Penalty: 1098.638672
	Iteration 155Q: 3 clusters Score -8718939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -8718936.000000 Penalty: 1098.638672
	Iteration 156Q: 3 clusters Score -8718936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110872 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -8718934.000000 Penalty: 1098.638672
	Iteration 157Q: 3 clusters Score -8718934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110876 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -8718933.000000 Penalty: 1098.638672
	Iteration 158Q: 3 clusters Score -8718933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110877 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -8718937.000000 Penalty: 1098.638672
	Iteration 159Q: 3 clusters Score -8718937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -8718937.000000 Penalty: 1098.638672
	Iteration 160F: 3 clusters Score -8718937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110889 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -8718931.000000 Penalty: 1098.638672
	Iteration 161Q: 3 clusters Score -8718931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110892 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -8718926.000000 Penalty: 1098.638672
	Iteration 162Q: 3 clusters Score -8718926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -8718924.000000 Penalty: 1098.638672
	Iteration 163Q: 3 clusters Score -8718924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110890 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -8718928.000000 Penalty: 1098.638672
	Iteration 164Q: 3 clusters Score -8718928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110889 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -8718927.000000 Penalty: 1098.638672
	Iteration 165Q: 3 clusters Score -8718927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110888 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -8718925.000000 Penalty: 1098.638672
	Iteration 166Q: 3 clusters Score -8718925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110888 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -8718925.000000 Penalty: 1098.638672
	Iteration 167F: 3 clusters Score -8718925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 112490 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 42028 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 8515 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 1859 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 60855 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 16862 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 110888 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 2918 members 
Mstep: Class 47 contains 670 members 
Mstep: Class 48 contains 793 members 
Mstep: Class 49 contains 135 members 
Mstep: Class 50 contains 122704 members 
Mstep: Class 51 contains 589 members 
Mstep: Class 52 contains 177652 members 
Mstep: Class 53 contains 823 members 
Mstep: Class 54 contains 64184 members 
Entering Unmasked Estep 
Score: -90577920.000000 Penalty: 35605.199219
Splitting cluster 44 changes total score from -90539280.000000 to -90577920.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 45 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -77747.242188 Penalty: 336.112610
	Iteration 0F: 2 clusters Score -77747.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -76542.710938 Penalty: 672.225220
	Iteration 0F: 3 clusters Score -76542.71 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -76939.984375 Penalty: 672.225220
	Iteration 1F: 3 clusters Score -76939.98 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -77007.937500 Penalty: 672.225220
	Iteration 2F: 3 clusters Score -77007.94 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -77047.359375 Penalty: 672.225220
	Iteration 3Q: 3 clusters Score -77047.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -77075.421875 Penalty: 672.225220
	Iteration 4Q: 3 clusters Score -77075.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -77096.070312 Penalty: 672.225220
	Iteration 5Q: 3 clusters Score -77096.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -77113.484375 Penalty: 672.225220
	Iteration 6Q: 3 clusters Score -77113.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -77131.656250 Penalty: 672.225220
	Iteration 7Q: 3 clusters Score -77131.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -77155.601562 Penalty: 672.225220
	Iteration 8Q: 3 clusters Score -77155.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -77184.757812 Penalty: 672.225220
	Iteration 9Q: 3 clusters Score -77184.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -77218.664062 Penalty: 672.225220
	Iteration 10Q: 3 clusters Score -77218.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -77255.296875 Penalty: 672.225220
	Iteration 11Q: 3 clusters Score -77255.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -77289.523438 Penalty: 672.225220
	Iteration 12Q: 3 clusters Score -77289.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -77318.460938 Penalty: 672.225220
	Iteration 13Q: 3 clusters Score -77318.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -77335.195312 Penalty: 672.225220
	Iteration 14Q: 3 clusters Score -77335.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -77351.421875 Penalty: 672.225220
	Iteration 15Q: 3 clusters Score -77351.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -77358.171875 Penalty: 672.225220
	Iteration 16Q: 3 clusters Score -77358.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -77364.101562 Penalty: 672.225220
	Iteration 17Q: 3 clusters Score -77364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -77366.828125 Penalty: 672.225220
	Iteration 18Q: 3 clusters Score -77366.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -77368.421875 Penalty: 672.225220
	Iteration 19Q: 3 clusters Score -77368.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -77370.937500 Penalty: 672.225220
	Iteration 20F: 3 clusters Score -77370.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -77376.789062 Penalty: 672.225220
	Iteration 21Q: 3 clusters Score -77376.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -77378.992188 Penalty: 672.225220
	Iteration 22Q: 3 clusters Score -77378.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -77380.242188 Penalty: 672.225220
	Iteration 23Q: 3 clusters Score -77380.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -77380.500000 Penalty: 672.225220
	Iteration 24Q: 3 clusters Score -77380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -77381.710938 Penalty: 672.225220
	Iteration 25Q: 3 clusters Score -77381.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -77381.960938 Penalty: 672.225220
	Iteration 26Q: 3 clusters Score -77381.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -77384.031250 Penalty: 672.225220
	Iteration 27Q: 3 clusters Score -77384.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -77386.101562 Penalty: 672.225220
	Iteration 28Q: 3 clusters Score -77386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -77387.250000 Penalty: 672.225220
	Iteration 29Q: 3 clusters Score -77387.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -77389.500000 Penalty: 672.225220
	Iteration 30Q: 3 clusters Score -77389.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -77391.960938 Penalty: 672.225220
	Iteration 31Q: 3 clusters Score -77391.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -77392.906250 Penalty: 672.225220
	Iteration 32Q: 3 clusters Score -77392.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -77394.656250 Penalty: 672.225220
	Iteration 33Q: 3 clusters Score -77394.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -77395.453125 Penalty: 672.225220
	Iteration 34Q: 3 clusters Score -77395.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -77396.367188 Penalty: 672.225220
	Iteration 35Q: 3 clusters Score -77396.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -77397.679688 Penalty: 672.225220
	Iteration 36Q: 3 clusters Score -77397.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -77397.843750 Penalty: 672.225220
	Iteration 37Q: 3 clusters Score -77397.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -77398.062500 Penalty: 672.225220
	Iteration 38Q: 3 clusters Score -77398.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -77398.515625 Penalty: 672.225220
	Iteration 39Q: 3 clusters Score -77398.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -77398.656250 Penalty: 672.225220
	Iteration 40F: 3 clusters Score -77398.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -135450.281250 Penalty: 363.028748
	Iteration 0F: 2 clusters Score -135450.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -133512.359375 Penalty: 726.057495
	Iteration 0F: 3 clusters Score -133512.4 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -134730.015625 Penalty: 726.057495
	Iteration 1F: 3 clusters Score -134730 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -135525.921875 Penalty: 726.057495
	Iteration 2F: 3 clusters Score -135525.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -135873.437500 Penalty: 726.057495
	Iteration 3F: 3 clusters Score -135873.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -136033.671875 Penalty: 726.057495
	Iteration 4F: 3 clusters Score -136033.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -136145.281250 Penalty: 726.057495
	Iteration 5Q: 3 clusters Score -136145.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -136235.484375 Penalty: 726.057495
	Iteration 6Q: 3 clusters Score -136235.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -136298.187500 Penalty: 726.057495
	Iteration 7Q: 3 clusters Score -136298.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -136330.625000 Penalty: 726.057495
	Iteration 8Q: 3 clusters Score -136330.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -136346.656250 Penalty: 726.057495
	Iteration 9Q: 3 clusters Score -136346.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -136356.484375 Penalty: 726.057495
	Iteration 10Q: 3 clusters Score -136356.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -136361.984375 Penalty: 726.057495
	Iteration 11Q: 3 clusters Score -136362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -136366.093750 Penalty: 726.057495
	Iteration 12Q: 3 clusters Score -136366.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -136368.468750 Penalty: 726.057495
	Iteration 13Q: 3 clusters Score -136368.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -136371.906250 Penalty: 726.057495
	Iteration 14Q: 3 clusters Score -136371.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -136381.500000 Penalty: 726.057495
	Iteration 15Q: 3 clusters Score -136381.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -136391.890625 Penalty: 726.057495
	Iteration 16Q: 3 clusters Score -136391.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -136400.656250 Penalty: 726.057495
	Iteration 17Q: 3 clusters Score -136400.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -136406.890625 Penalty: 726.057495
	Iteration 18Q: 3 clusters Score -136406.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -136409.671875 Penalty: 726.057495
	Iteration 19Q: 3 clusters Score -136409.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -136413.765625 Penalty: 726.057495
	Iteration 20F: 3 clusters Score -136413.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -136416.093750 Penalty: 726.057495
	Iteration 21Q: 3 clusters Score -136416.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -136417.921875 Penalty: 726.057495
	Iteration 22Q: 3 clusters Score -136417.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -136420.328125 Penalty: 726.057495
	Iteration 23Q: 3 clusters Score -136420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -136422.234375 Penalty: 726.057495
	Iteration 24Q: 3 clusters Score -136422.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -136423.656250 Penalty: 726.057495
	Iteration 25Q: 3 clusters Score -136423.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -136427.187500 Penalty: 726.057495
	Iteration 26Q: 3 clusters Score -136427.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -136434.812500 Penalty: 726.057495
	Iteration 27Q: 3 clusters Score -136434.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -136445.265625 Penalty: 726.057495
	Iteration 28Q: 3 clusters Score -136445.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -136453.578125 Penalty: 726.057495
	Iteration 29Q: 3 clusters Score -136453.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -136459.921875 Penalty: 726.057495
	Iteration 30Q: 3 clusters Score -136459.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -136465.781250 Penalty: 726.057495
	Iteration 31Q: 3 clusters Score -136465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -136472.828125 Penalty: 726.057495
	Iteration 32Q: 3 clusters Score -136472.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -136482.140625 Penalty: 726.057495
	Iteration 33Q: 3 clusters Score -136482.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -136490.203125 Penalty: 726.057495
	Iteration 34Q: 3 clusters Score -136490.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -136500.937500 Penalty: 726.057495
	Iteration 35Q: 3 clusters Score -136500.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -136514.984375 Penalty: 726.057495
	Iteration 36Q: 3 clusters Score -136515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -136525.296875 Penalty: 726.057495
	Iteration 37Q: 3 clusters Score -136525.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -136537.078125 Penalty: 726.057495
	Iteration 38Q: 3 clusters Score -136537.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -136547.843750 Penalty: 726.057495
	Iteration 39Q: 3 clusters Score -136547.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -136555.968750 Penalty: 726.057495
	Iteration 40F: 3 clusters Score -136556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -136562.859375 Penalty: 726.057495
	Iteration 41Q: 3 clusters Score -136562.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -136569.640625 Penalty: 726.057495
	Iteration 42Q: 3 clusters Score -136569.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -136578.796875 Penalty: 726.057495
	Iteration 43Q: 3 clusters Score -136578.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -136582.531250 Penalty: 726.057495
	Iteration 44Q: 3 clusters Score -136582.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -136588.437500 Penalty: 726.057495
	Iteration 45Q: 3 clusters Score -136588.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -136594.109375 Penalty: 726.057495
	Iteration 46Q: 3 clusters Score -136594.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -136595.859375 Penalty: 726.057495
	Iteration 47Q: 3 clusters Score -136595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -136596.312500 Penalty: 726.057495
	Iteration 48Q: 3 clusters Score -136596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -136597.281250 Penalty: 726.057495
	Iteration 49Q: 3 clusters Score -136597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -136597.859375 Penalty: 726.057495
	Iteration 50Q: 3 clusters Score -136597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -136598.609375 Penalty: 726.057495
	Iteration 51Q: 3 clusters Score -136598.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -136598.750000 Penalty: 726.057495
	Iteration 52Q: 3 clusters Score -136598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -136598.578125 Penalty: 726.057495
	Iteration 53Q: 3 clusters Score -136598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -136598.578125 Penalty: 726.057495
	Iteration 54F: 3 clusters Score -136598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 8 contains 112490 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 42028 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 8515 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 1859 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 60855 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 16862 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 110888 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 1933 members 
Mstep: Class 47 contains 670 members 
Mstep: Class 48 contains 793 members 
Mstep: Class 49 contains 135 members 
Mstep: Class 50 contains 122704 members 
Mstep: Class 51 contains 589 members 
Mstep: Class 52 contains 177652 members 
Mstep: Class 53 contains 823 members 
Mstep: Class 54 contains 64184 members 
Mstep: Class 55 contains 985 members 
Entering Unmasked Estep 
Score: -90580080.000000 Penalty: 36264.554688
Splitting cluster 46 changes total score from -90539280.000000 to -90580080.000000
So it's getting split into cluster 55.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101813 members 
Mstep: Class 3 contains 130078 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 7 contains 218575 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 134642 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 100827 members 
Mstep: Class 19 contains 112256 members 
Mstep: Class 20 contains 295 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 42028 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 8515 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 459 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 4354 members 
Mstep: Class 33 contains 4286 members 
Mstep: Class 34 contains 1859 members 
Mstep: Class 35 contains 4056 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 60855 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 173289 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 16862 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 110888 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90597528.000000 Penalty: 36264.554688
Iteration 199Q: 56 clusters Score -9.059753e+07 nChanged 48932
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 102250 members 
Mstep: Class 3 contains 132928 members 
Mstep: Class 4 contains 296 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 218609 members 
Mstep: Class 8 contains 108181 members 
Mstep: Class 9 contains 36939 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7382 members 
Mstep: Class 12 contains 60335 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 5811 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 134144 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 101557 members 
Mstep: Class 19 contains 113045 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 88846 members 
Mstep: Class 22 contains 869 members 
Mstep: Class 23 contains 1384 members 
Mstep: Class 24 contains 43613 members 
Mstep: Class 25 contains 19082 members 
Mstep: Class 26 contains 7126 members 
Mstep: Class 27 contains 8567 members 
Mstep: Class 28 contains 9267 members 
Mstep: Class 29 contains 4326 members 
Mstep: Class 30 contains 450 members 
Mstep: Class 31 contains 2282 members 
Mstep: Class 32 contains 4418 members 
Mstep: Class 33 contains 4569 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 4058 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 66046 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 171026 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 17361 members 
Mstep: Class 43 contains 1608 members 
Mstep: Class 44 contains 109428 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 1916 members 
Mstep: Class 47 contains 672 members 
Mstep: Class 48 contains 746 members 
Mstep: Class 49 contains 135 members 
Mstep: Class 50 contains 119995 members 
Mstep: Class 51 contains 559 members 
Mstep: Class 52 contains 175166 members 
Mstep: Class 53 contains 805 members 
Mstep: Class 54 contains 65174 members 
Mstep: Class 55 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90609544.000000 Penalty: 36264.554688
Iteration 200F: 56 clusters Score -9.060954e+07 nChanged 45496
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 102518 members 
Mstep: Class 3 contains 129168 members 
Mstep: Class 4 contains 295 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 218441 members 
Mstep: Class 8 contains 112601 members 
Mstep: Class 9 contains 36932 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7297 members 
Mstep: Class 12 contains 60132 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 5726 members 
Mstep: Class 15 contains 489 members 
Mstep: Class 16 contains 130360 members 
Mstep: Class 17 contains 350 members 
Mstep: Class 18 contains 102224 members 
Mstep: Class 19 contains 112221 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 88730 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 42469 members 
Mstep: Class 25 contains 19089 members 
Mstep: Class 26 contains 7126 members 
Mstep: Class 27 contains 8561 members 
Mstep: Class 28 contains 9413 members 
Mstep: Class 29 contains 4338 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 2283 members 
Mstep: Class 32 contains 4350 members 
Mstep: Class 33 contains 4879 members 
Mstep: Class 34 contains 1932 members 
Mstep: Class 35 contains 4055 members 
Mstep: Class 36 contains 360 members 
Mstep: Class 37 contains 67954 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 164037 members 
Mstep: Class 40 contains 687 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 17360 members 
Mstep: Class 43 contains 1584 members 
Mstep: Class 44 contains 109974 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 1891 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 758 members 
Mstep: Class 49 contains 139 members 
Mstep: Class 50 contains 119429 members 
Mstep: Class 51 contains 557 members 
Mstep: Class 52 contains 174540 members 
Mstep: Class 53 contains 817 members 
Mstep: Class 54 contains 75285 members 
Mstep: Class 55 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90615208.000000 Penalty: 36264.554688
Iteration 201Q: 56 clusters Score -9.061521e+07 nChanged 38316
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 102738 members 
Mstep: Class 3 contains 124572 members 
Mstep: Class 4 contains 292 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 218342 members 
Mstep: Class 8 contains 116147 members 
Mstep: Class 9 contains 36925 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 60008 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 5653 members 
Mstep: Class 15 contains 479 members 
Mstep: Class 16 contains 126354 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 103025 members 
Mstep: Class 19 contains 111902 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 88557 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 42012 members 
Mstep: Class 25 contains 19102 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 9552 members 
Mstep: Class 29 contains 4318 members 
Mstep: Class 30 contains 439 members 
Mstep: Class 31 contains 2281 members 
Mstep: Class 32 contains 4343 members 
Mstep: Class 33 contains 5186 members 
Mstep: Class 34 contains 1935 members 
Mstep: Class 35 contains 4052 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 69491 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 156318 members 
Mstep: Class 40 contains 682 members 
Mstep: Class 41 contains 264 members 
Mstep: Class 42 contains 17582 members 
Mstep: Class 43 contains 1572 members 
Mstep: Class 44 contains 112371 members 
Mstep: Class 45 contains 1616 members 
Mstep: Class 46 contains 1886 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 764 members 
Mstep: Class 49 contains 130 members 
Mstep: Class 50 contains 119368 members 
Mstep: Class 51 contains 556 members 
Mstep: Class 52 contains 174070 members 
Mstep: Class 53 contains 822 members 
Mstep: Class 54 contains 84307 members 
Mstep: Class 55 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90619632.000000 Penalty: 36264.554688
Iteration 202Q: 56 clusters Score -9.061963e+07 nChanged 39812
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103004 members 
Mstep: Class 3 contains 119236 members 
Mstep: Class 4 contains 291 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2140 members 
Mstep: Class 7 contains 218306 members 
Mstep: Class 8 contains 119364 members 
Mstep: Class 9 contains 36931 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 59879 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 5590 members 
Mstep: Class 15 contains 469 members 
Mstep: Class 16 contains 122320 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 103926 members 
Mstep: Class 19 contains 112034 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 88259 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 41891 members 
Mstep: Class 25 contains 19107 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8570 members 
Mstep: Class 28 contains 9689 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2287 members 
Mstep: Class 32 contains 4380 members 
Mstep: Class 33 contains 5498 members 
Mstep: Class 34 contains 1937 members 
Mstep: Class 35 contains 4050 members 
Mstep: Class 36 contains 389 members 
Mstep: Class 37 contains 70175 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 148188 members 
Mstep: Class 40 contains 680 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 17828 members 
Mstep: Class 43 contains 1564 members 
Mstep: Class 44 contains 115312 members 
Mstep: Class 45 contains 1618 members 
Mstep: Class 46 contains 1872 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 773 members 
Mstep: Class 49 contains 120 members 
Mstep: Class 50 contains 119223 members 
Mstep: Class 51 contains 554 members 
Mstep: Class 52 contains 173757 members 
Mstep: Class 53 contains 827 members 
Mstep: Class 54 contains 94127 members 
Mstep: Class 55 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90621112.000000 Penalty: 36264.554688
Iteration 203Q: 56 clusters Score -9.062111e+07 nChanged 44135
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103297 members 
Mstep: Class 3 contains 113693 members 
Mstep: Class 4 contains 287 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 218256 members 
Mstep: Class 8 contains 120732 members 
Mstep: Class 9 contains 36929 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7216 members 
Mstep: Class 12 contains 59766 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 5546 members 
Mstep: Class 15 contains 459 members 
Mstep: Class 16 contains 118426 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 104902 members 
Mstep: Class 19 contains 112723 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 87852 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 41312 members 
Mstep: Class 25 contains 19139 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8573 members 
Mstep: Class 28 contains 9864 members 
Mstep: Class 29 contains 4219 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 4413 members 
Mstep: Class 33 contains 5801 members 
Mstep: Class 34 contains 1922 members 
Mstep: Class 35 contains 4050 members 
Mstep: Class 36 contains 398 members 
Mstep: Class 37 contains 69668 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 140002 members 
Mstep: Class 40 contains 679 members 
Mstep: Class 41 contains 262 members 
Mstep: Class 42 contains 18161 members 
Mstep: Class 43 contains 1558 members 
Mstep: Class 44 contains 119125 members 
Mstep: Class 45 contains 1619 members 
Mstep: Class 46 contains 1880 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 783 members 
Mstep: Class 49 contains 116 members 
Mstep: Class 50 contains 118659 members 
Mstep: Class 51 contains 553 members 
Mstep: Class 52 contains 173612 members 
Mstep: Class 53 contains 828 members 
Mstep: Class 54 contains 106229 members 
Mstep: Class 55 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90622560.000000 Penalty: 36264.554688
Iteration 204Q: 56 clusters Score -9.062256e+07 nChanged 47250
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103524 members 
Mstep: Class 3 contains 109456 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 218208 members 
Mstep: Class 8 contains 119492 members 
Mstep: Class 9 contains 36920 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7190 members 
Mstep: Class 12 contains 59709 members 
Mstep: Class 13 contains 544 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 114812 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 105947 members 
Mstep: Class 19 contains 114249 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 87360 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 1389 members 
Mstep: Class 24 contains 39987 members 
Mstep: Class 25 contains 19157 members 
Mstep: Class 26 contains 7122 members 
Mstep: Class 27 contains 8582 members 
Mstep: Class 28 contains 10037 members 
Mstep: Class 29 contains 4182 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 4453 members 
Mstep: Class 33 contains 6106 members 
Mstep: Class 34 contains 1911 members 
Mstep: Class 35 contains 4049 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 67567 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 131734 members 
Mstep: Class 40 contains 677 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 18462 members 
Mstep: Class 43 contains 1550 members 
Mstep: Class 44 contains 122957 members 
Mstep: Class 45 contains 1618 members 
Mstep: Class 46 contains 1890 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 790 members 
Mstep: Class 49 contains 114 members 
Mstep: Class 50 contains 117603 members 
Mstep: Class 51 contains 548 members 
Mstep: Class 52 contains 173628 members 
Mstep: Class 53 contains 830 members 
Mstep: Class 54 contains 121314 members 
Mstep: Class 55 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90624016.000000 Penalty: 36264.554688
Iteration 205Q: 56 clusters Score -9.062402e+07 nChanged 47244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103671 members 
Mstep: Class 3 contains 107994 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 218168 members 
Mstep: Class 8 contains 115560 members 
Mstep: Class 9 contains 36924 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7143 members 
Mstep: Class 12 contains 59651 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 5499 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 111563 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 106932 members 
Mstep: Class 19 contains 116239 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 86721 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 37967 members 
Mstep: Class 25 contains 19169 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8582 members 
Mstep: Class 28 contains 10259 members 
Mstep: Class 29 contains 4167 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2302 members 
Mstep: Class 32 contains 4488 members 
Mstep: Class 33 contains 6374 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 4050 members 
Mstep: Class 36 contains 408 members 
Mstep: Class 37 contains 63951 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 124027 members 
Mstep: Class 40 contains 674 members 
Mstep: Class 41 contains 263 members 
Mstep: Class 42 contains 18697 members 
Mstep: Class 43 contains 1544 members 
Mstep: Class 44 contains 126313 members 
Mstep: Class 45 contains 1620 members 
Mstep: Class 46 contains 1899 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 795 members 
Mstep: Class 49 contains 110 members 
Mstep: Class 50 contains 116049 members 
Mstep: Class 51 contains 543 members 
Mstep: Class 52 contains 173704 members 
Mstep: Class 53 contains 834 members 
Mstep: Class 54 contains 138334 members 
Mstep: Class 55 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90625752.000000 Penalty: 36264.554688
Iteration 206Q: 56 clusters Score -9.062575e+07 nChanged 44760
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103792 members 
Mstep: Class 3 contains 109245 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 218123 members 
Mstep: Class 8 contains 110381 members 
Mstep: Class 9 contains 36933 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7114 members 
Mstep: Class 12 contains 59582 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5471 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 108569 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 107775 members 
Mstep: Class 19 contains 118433 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 86070 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 35259 members 
Mstep: Class 25 contains 19184 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 8587 members 
Mstep: Class 28 contains 10488 members 
Mstep: Class 29 contains 4174 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 4511 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 4049 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 59158 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 117311 members 
Mstep: Class 40 contains 672 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 18777 members 
Mstep: Class 43 contains 1541 members 
Mstep: Class 44 contains 129031 members 
Mstep: Class 45 contains 1622 members 
Mstep: Class 46 contains 1900 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 799 members 
Mstep: Class 49 contains 109 members 
Mstep: Class 50 contains 114056 members 
Mstep: Class 51 contains 541 members 
Mstep: Class 52 contains 173784 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 155697 members 
Mstep: Class 55 contains 1049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90624736.000000 Penalty: 36264.554688
Iteration 207Q: 56 clusters Score -9.062474e+07 nChanged 37901
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103877 members 
Mstep: Class 3 contains 112266 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 218079 members 
Mstep: Class 8 contains 107209 members 
Mstep: Class 9 contains 36941 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7105 members 
Mstep: Class 12 contains 59523 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 5450 members 
Mstep: Class 15 contains 464 members 
Mstep: Class 16 contains 106496 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 108423 members 
Mstep: Class 19 contains 120508 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 85375 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 1389 members 
Mstep: Class 24 contains 32497 members 
Mstep: Class 25 contains 19193 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 8591 members 
Mstep: Class 28 contains 10752 members 
Mstep: Class 29 contains 4229 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 4528 members 
Mstep: Class 33 contains 6896 members 
Mstep: Class 34 contains 1875 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 410 members 
Mstep: Class 37 contains 53798 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 112275 members 
Mstep: Class 40 contains 671 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 18739 members 
Mstep: Class 43 contains 1536 members 
Mstep: Class 44 contains 131429 members 
Mstep: Class 45 contains 1623 members 
Mstep: Class 46 contains 1904 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 802 members 
Mstep: Class 49 contains 108 members 
Mstep: Class 50 contains 111693 members 
Mstep: Class 51 contains 540 members 
Mstep: Class 52 contains 173976 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 168265 members 
Mstep: Class 55 contains 1058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90636120.000000 Penalty: 36264.554688
Iteration 208Q: 56 clusters Score -9.063612e+07 nChanged 30528
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103821 members 
Mstep: Class 3 contains 114742 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 218073 members 
Mstep: Class 8 contains 105899 members 
Mstep: Class 9 contains 36946 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7096 members 
Mstep: Class 12 contains 59458 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 104734 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 109060 members 
Mstep: Class 19 contains 121745 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 84634 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 1389 members 
Mstep: Class 24 contains 31415 members 
Mstep: Class 25 contains 19206 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 8593 members 
Mstep: Class 28 contains 11022 members 
Mstep: Class 29 contains 4225 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 4547 members 
Mstep: Class 33 contains 7136 members 
Mstep: Class 34 contains 1868 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 411 members 
Mstep: Class 37 contains 51070 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 108226 members 
Mstep: Class 40 contains 670 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 18623 members 
Mstep: Class 43 contains 1534 members 
Mstep: Class 44 contains 130973 members 
Mstep: Class 45 contains 1624 members 
Mstep: Class 46 contains 1905 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 803 members 
Mstep: Class 49 contains 107 members 
Mstep: Class 50 contains 108540 members 
Mstep: Class 51 contains 540 members 
Mstep: Class 52 contains 174297 members 
Mstep: Class 53 contains 836 members 
Mstep: Class 54 contains 178590 members 
Mstep: Class 55 contains 1066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90645760.000000 Penalty: 36264.554688
Iteration 209Q: 56 clusters Score -9.064576e+07 nChanged 39528
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103561 members 
Mstep: Class 3 contains 116285 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 218089 members 
Mstep: Class 8 contains 106267 members 
Mstep: Class 9 contains 36933 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 59405 members 
Mstep: Class 13 contains 572 members 
Mstep: Class 14 contains 5389 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 103164 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 109660 members 
Mstep: Class 19 contains 121598 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 83899 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 31376 members 
Mstep: Class 25 contains 19198 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 8590 members 
Mstep: Class 28 contains 11304 members 
Mstep: Class 29 contains 4143 members 
Mstep: Class 30 contains 424 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 4566 members 
Mstep: Class 33 contains 7369 members 
Mstep: Class 34 contains 1858 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 413 members 
Mstep: Class 37 contains 51084 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 105119 members 
Mstep: Class 40 contains 668 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 18449 members 
Mstep: Class 43 contains 1534 members 
Mstep: Class 44 contains 123774 members 
Mstep: Class 45 contains 1624 members 
Mstep: Class 46 contains 1913 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 808 members 
Mstep: Class 49 contains 105 members 
Mstep: Class 50 contains 105523 members 
Mstep: Class 51 contains 538 members 
Mstep: Class 52 contains 174590 members 
Mstep: Class 53 contains 836 members 
Mstep: Class 54 contains 191648 members 
Mstep: Class 55 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90644960.000000 Penalty: 36264.554688
Iteration 210Q: 56 clusters Score -9.064496e+07 nChanged 58608
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102939 members 
Mstep: Class 3 contains 116783 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 2022 members 
Mstep: Class 7 contains 218142 members 
Mstep: Class 8 contains 109431 members 
Mstep: Class 9 contains 36923 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7071 members 
Mstep: Class 12 contains 59362 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 5360 members 
Mstep: Class 15 contains 606 members 
Mstep: Class 16 contains 102481 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 110208 members 
Mstep: Class 19 contains 119730 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 83219 members 
Mstep: Class 22 contains 889 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 32312 members 
Mstep: Class 25 contains 19186 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 8595 members 
Mstep: Class 28 contains 11595 members 
Mstep: Class 29 contains 4072 members 
Mstep: Class 30 contains 424 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 4597 members 
Mstep: Class 33 contains 7578 members 
Mstep: Class 34 contains 1846 members 
Mstep: Class 35 contains 4037 members 
Mstep: Class 36 contains 417 members 
Mstep: Class 37 contains 52978 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 103349 members 
Mstep: Class 40 contains 665 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 42 contains 18093 members 
Mstep: Class 43 contains 1537 members 
Mstep: Class 44 contains 105537 members 
Mstep: Class 45 contains 1625 members 
Mstep: Class 46 contains 1912 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 815 members 
Mstep: Class 49 contains 101 members 
Mstep: Class 50 contains 104727 members 
Mstep: Class 51 contains 536 members 
Mstep: Class 52 contains 174683 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 209059 members 
Mstep: Class 55 contains 1072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90609976.000000 Penalty: 36264.554688
Iteration 211Q: 56 clusters Score -9.060998e+07 nChanged 63924
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102604 members 
Mstep: Class 3 contains 117715 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 218188 members 
Mstep: Class 8 contains 114103 members 
Mstep: Class 9 contains 36933 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 59424 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 5367 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 103044 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 110531 members 
Mstep: Class 19 contains 117874 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 82535 members 
Mstep: Class 22 contains 895 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 34261 members 
Mstep: Class 25 contains 19166 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 8603 members 
Mstep: Class 28 contains 11917 members 
Mstep: Class 29 contains 4105 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2309 members 
Mstep: Class 32 contains 4617 members 
Mstep: Class 33 contains 7776 members 
Mstep: Class 34 contains 1836 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 419 members 
Mstep: Class 37 contains 56090 members 
Mstep: Class 38 contains 1416 members 
Mstep: Class 39 contains 103865 members 
Mstep: Class 40 contains 663 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 17682 members 
Mstep: Class 43 contains 1535 members 
Mstep: Class 44 contains 86004 members 
Mstep: Class 45 contains 1626 members 
Mstep: Class 46 contains 1909 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 822 members 
Mstep: Class 49 contains 99 members 
Mstep: Class 50 contains 106644 members 
Mstep: Class 51 contains 536 members 
Mstep: Class 52 contains 174438 members 
Mstep: Class 53 contains 838 members 
Mstep: Class 54 contains 217287 members 
Mstep: Class 55 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90567680.000000 Penalty: 36264.554688
Iteration 212Q: 56 clusters Score -9.056768e+07 nChanged 43381
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103016 members 
Mstep: Class 3 contains 117987 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 7 contains 218197 members 
Mstep: Class 8 contains 119189 members 
Mstep: Class 9 contains 36946 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7326 members 
Mstep: Class 12 contains 59579 members 
Mstep: Class 13 contains 584 members 
Mstep: Class 14 contains 5426 members 
Mstep: Class 15 contains 760 members 
Mstep: Class 16 contains 103896 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 110716 members 
Mstep: Class 19 contains 118281 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 81811 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 37148 members 
Mstep: Class 25 contains 19143 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 8621 members 
Mstep: Class 28 contains 12254 members 
Mstep: Class 29 contains 4220 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 4634 members 
Mstep: Class 33 contains 7979 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 420 members 
Mstep: Class 37 contains 59670 members 
Mstep: Class 38 contains 1413 members 
Mstep: Class 39 contains 106156 members 
Mstep: Class 40 contains 663 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 17379 members 
Mstep: Class 43 contains 1538 members 
Mstep: Class 44 contains 81142 members 
Mstep: Class 45 contains 1625 members 
Mstep: Class 46 contains 1898 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 821 members 
Mstep: Class 49 contains 98 members 
Mstep: Class 50 contains 109153 members 
Mstep: Class 51 contains 535 members 
Mstep: Class 52 contains 173883 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 204075 members 
Mstep: Class 55 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90592032.000000 Penalty: 36264.554688
Iteration 213Q: 56 clusters Score -9.059203e+07 nChanged 34944
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103299 members 
Mstep: Class 3 contains 115265 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 1474 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 7 contains 218151 members 
Mstep: Class 8 contains 124466 members 
Mstep: Class 9 contains 36959 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 59562 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 5426 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 103782 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 110938 members 
Mstep: Class 19 contains 118102 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 81013 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 1389 members 
Mstep: Class 24 contains 40507 members 
Mstep: Class 25 contains 19137 members 
Mstep: Class 26 contains 7116 members 
Mstep: Class 27 contains 8633 members 
Mstep: Class 28 contains 12599 members 
Mstep: Class 29 contains 4249 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 4673 members 
Mstep: Class 33 contains 8210 members 
Mstep: Class 34 contains 1827 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 62473 members 
Mstep: Class 38 contains 1413 members 
Mstep: Class 39 contains 107000 members 
Mstep: Class 40 contains 663 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 17163 members 
Mstep: Class 43 contains 1536 members 
Mstep: Class 44 contains 79690 members 
Mstep: Class 45 contains 1626 members 
Mstep: Class 46 contains 1895 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 821 members 
Mstep: Class 49 contains 97 members 
Mstep: Class 50 contains 110033 members 
Mstep: Class 51 contains 532 members 
Mstep: Class 52 contains 173333 members 
Mstep: Class 53 contains 838 members 
Mstep: Class 54 contains 195669 members 
Mstep: Class 55 contains 1069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90600000.000000 Penalty: 36264.554688
Iteration 214Q: 56 clusters Score -9.06e+07 nChanged 32488
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103532 members 
Mstep: Class 3 contains 112159 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 218103 members 
Mstep: Class 8 contains 128736 members 
Mstep: Class 9 contains 36970 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 59530 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 5406 members 
Mstep: Class 15 contains 866 members 
Mstep: Class 16 contains 103426 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 111216 members 
Mstep: Class 19 contains 118346 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 80068 members 
Mstep: Class 22 contains 912 members 
Mstep: Class 23 contains 1397 members 
Mstep: Class 24 contains 44472 members 
Mstep: Class 25 contains 19135 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 8637 members 
Mstep: Class 28 contains 12938 members 
Mstep: Class 29 contains 4238 members 
Mstep: Class 30 contains 424 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 4714 members 
Mstep: Class 33 contains 8424 members 
Mstep: Class 34 contains 1823 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 64901 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 107085 members 
Mstep: Class 40 contains 663 members 
Mstep: Class 41 contains 261 members 
Mstep: Class 42 contains 16953 members 
Mstep: Class 43 contains 1532 members 
Mstep: Class 44 contains 79262 members 
Mstep: Class 45 contains 1628 members 
Mstep: Class 46 contains 1896 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 96 members 
Mstep: Class 50 contains 110272 members 
Mstep: Class 51 contains 531 members 
Mstep: Class 52 contains 173139 members 
Mstep: Class 53 contains 839 members 
Mstep: Class 54 contains 188558 members 
Mstep: Class 55 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90603680.000000 Penalty: 36264.554688
Iteration 215Q: 56 clusters Score -9.060368e+07 nChanged 30586
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103750 members 
Mstep: Class 3 contains 110574 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 218105 members 
Mstep: Class 8 contains 130637 members 
Mstep: Class 9 contains 36979 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7465 members 
Mstep: Class 12 contains 59489 members 
Mstep: Class 13 contains 617 members 
Mstep: Class 14 contains 5390 members 
Mstep: Class 15 contains 904 members 
Mstep: Class 16 contains 102989 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 111521 members 
Mstep: Class 19 contains 119276 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 79037 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 1403 members 
Mstep: Class 24 contains 48932 members 
Mstep: Class 25 contains 19124 members 
Mstep: Class 26 contains 7118 members 
Mstep: Class 27 contains 8644 members 
Mstep: Class 28 contains 13298 members 
Mstep: Class 29 contains 4227 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 4762 members 
Mstep: Class 33 contains 8612 members 
Mstep: Class 34 contains 1823 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 67042 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 106640 members 
Mstep: Class 40 contains 663 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 16669 members 
Mstep: Class 43 contains 1531 members 
Mstep: Class 44 contains 79088 members 
Mstep: Class 45 contains 1631 members 
Mstep: Class 46 contains 1892 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 96 members 
Mstep: Class 50 contains 110089 members 
Mstep: Class 51 contains 530 members 
Mstep: Class 52 contains 173385 members 
Mstep: Class 53 contains 839 members 
Mstep: Class 54 contains 181869 members 
Mstep: Class 55 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90609064.000000 Penalty: 36264.554688
Iteration 216Q: 56 clusters Score -9.060906e+07 nChanged 28456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103971 members 
Mstep: Class 3 contains 109853 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1976 members 
Mstep: Class 7 contains 218096 members 
Mstep: Class 8 contains 131059 members 
Mstep: Class 9 contains 36973 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7486 members 
Mstep: Class 12 contains 59475 members 
Mstep: Class 13 contains 635 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 943 members 
Mstep: Class 16 contains 102296 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 111825 members 
Mstep: Class 19 contains 120689 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 77878 members 
Mstep: Class 22 contains 927 members 
Mstep: Class 23 contains 1401 members 
Mstep: Class 24 contains 53428 members 
Mstep: Class 25 contains 19114 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 8653 members 
Mstep: Class 28 contains 13673 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 8758 members 
Mstep: Class 34 contains 1822 members 
Mstep: Class 35 contains 4039 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 68857 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 105832 members 
Mstep: Class 40 contains 663 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 16332 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 79126 members 
Mstep: Class 45 contains 1633 members 
Mstep: Class 46 contains 1886 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 96 members 
Mstep: Class 50 contains 109839 members 
Mstep: Class 51 contains 528 members 
Mstep: Class 52 contains 173761 members 
Mstep: Class 53 contains 840 members 
Mstep: Class 54 contains 176162 members 
Mstep: Class 55 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90614296.000000 Penalty: 36264.554688
Iteration 217Q: 56 clusters Score -9.06143e+07 nChanged 26339
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 104187 members 
Mstep: Class 3 contains 109427 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 218060 members 
Mstep: Class 8 contains 131375 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7510 members 
Mstep: Class 12 contains 59427 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 5351 members 
Mstep: Class 15 contains 967 members 
Mstep: Class 16 contains 101355 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 112082 members 
Mstep: Class 19 contains 122354 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 76647 members 
Mstep: Class 22 contains 931 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 57861 members 
Mstep: Class 25 contains 19092 members 
Mstep: Class 26 contains 7118 members 
Mstep: Class 27 contains 8663 members 
Mstep: Class 28 contains 14070 members 
Mstep: Class 29 contains 4187 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 4867 members 
Mstep: Class 33 contains 8861 members 
Mstep: Class 34 contains 1823 members 
Mstep: Class 35 contains 4039 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 69881 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 104786 members 
Mstep: Class 40 contains 664 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 15938 members 
Mstep: Class 43 contains 1530 members 
Mstep: Class 44 contains 79367 members 
Mstep: Class 45 contains 1638 members 
Mstep: Class 46 contains 1882 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 96 members 
Mstep: Class 50 contains 109626 members 
Mstep: Class 51 contains 520 members 
Mstep: Class 52 contains 174183 members 
Mstep: Class 53 contains 839 members 
Mstep: Class 54 contains 171326 members 
Mstep: Class 55 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90618968.000000 Penalty: 36264.554688
Iteration 218Q: 56 clusters Score -9.061897e+07 nChanged 24627
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 104387 members 
Mstep: Class 3 contains 109115 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 1641 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 217996 members 
Mstep: Class 8 contains 131915 members 
Mstep: Class 9 contains 36976 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7540 members 
Mstep: Class 12 contains 59369 members 
Mstep: Class 13 contains 675 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 100139 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 112341 members 
Mstep: Class 19 contains 124230 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 75399 members 
Mstep: Class 22 contains 938 members 
Mstep: Class 23 contains 1409 members 
Mstep: Class 24 contains 62165 members 
Mstep: Class 25 contains 19067 members 
Mstep: Class 26 contains 7116 members 
Mstep: Class 27 contains 8670 members 
Mstep: Class 28 contains 14471 members 
Mstep: Class 29 contains 4149 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2304 members 
Mstep: Class 32 contains 4941 members 
Mstep: Class 33 contains 8919 members 
Mstep: Class 34 contains 1823 members 
Mstep: Class 35 contains 4039 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 69962 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 103729 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 15502 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 79652 members 
Mstep: Class 45 contains 1642 members 
Mstep: Class 46 contains 1882 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 96 members 
Mstep: Class 50 contains 109622 members 
Mstep: Class 51 contains 511 members 
Mstep: Class 52 contains 174566 members 
Mstep: Class 53 contains 839 members 
Mstep: Class 54 contains 167237 members 
Mstep: Class 55 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90621960.000000 Penalty: 36264.554688
Iteration 219Q: 56 clusters Score -9.062196e+07 nChanged 22859
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 104534 members 
Mstep: Class 3 contains 108718 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 1690 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 217949 members 
Mstep: Class 8 contains 132387 members 
Mstep: Class 9 contains 36979 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7541 members 
Mstep: Class 12 contains 59347 members 
Mstep: Class 13 contains 688 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 15 contains 972 members 
Mstep: Class 16 contains 98776 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 112663 members 
Mstep: Class 19 contains 126050 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 74156 members 
Mstep: Class 22 contains 942 members 
Mstep: Class 23 contains 1414 members 
Mstep: Class 24 contains 66268 members 
Mstep: Class 25 contains 19046 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 8677 members 
Mstep: Class 28 contains 14844 members 
Mstep: Class 29 contains 4108 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2300 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 8966 members 
Mstep: Class 34 contains 1820 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 69193 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 102682 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 260 members 
Mstep: Class 42 contains 15049 members 
Mstep: Class 43 contains 1528 members 
Mstep: Class 44 contains 80113 members 
Mstep: Class 45 contains 1643 members 
Mstep: Class 46 contains 1884 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 96 members 
Mstep: Class 50 contains 109753 members 
Mstep: Class 51 contains 507 members 
Mstep: Class 52 contains 174873 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 164315 members 
Mstep: Class 55 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90632920.000000 Penalty: 36264.554688
Iteration 220F: 56 clusters Score -9.063292e+07 nChanged 36205
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 104646 members 
Mstep: Class 3 contains 104485 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 217886 members 
Mstep: Class 8 contains 136935 members 
Mstep: Class 9 contains 36976 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7536 members 
Mstep: Class 12 contains 59290 members 
Mstep: Class 13 contains 691 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 1031 members 
Mstep: Class 16 contains 97051 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 113015 members 
Mstep: Class 19 contains 127449 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 73006 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 70476 members 
Mstep: Class 25 contains 19039 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 8679 members 
Mstep: Class 28 contains 15237 members 
Mstep: Class 29 contains 4038 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 5090 members 
Mstep: Class 33 contains 8996 members 
Mstep: Class 34 contains 1817 members 
Mstep: Class 35 contains 4039 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 67881 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 100951 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 259 members 
Mstep: Class 42 contains 14582 members 
Mstep: Class 43 contains 1528 members 
Mstep: Class 44 contains 73504 members 
Mstep: Class 45 contains 1642 members 
Mstep: Class 46 contains 1897 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 97 members 
Mstep: Class 50 contains 108148 members 
Mstep: Class 51 contains 505 members 
Mstep: Class 52 contains 175059 members 
Mstep: Class 53 contains 836 members 
Mstep: Class 54 contains 171956 members 
Mstep: Class 55 contains 1072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90623896.000000 Penalty: 36264.554688
Iteration 221Q: 56 clusters Score -9.06239e+07 nChanged 48677
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 104562 members 
Mstep: Class 3 contains 102667 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 1960 members 
Mstep: Class 7 contains 217919 members 
Mstep: Class 8 contains 139864 members 
Mstep: Class 9 contains 36990 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7569 members 
Mstep: Class 12 contains 59326 members 
Mstep: Class 13 contains 711 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 96025 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 113448 members 
Mstep: Class 19 contains 128411 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 72031 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 1431 members 
Mstep: Class 24 contains 75872 members 
Mstep: Class 25 contains 19063 members 
Mstep: Class 26 contains 7115 members 
Mstep: Class 27 contains 8688 members 
Mstep: Class 28 contains 15623 members 
Mstep: Class 29 contains 4081 members 
Mstep: Class 30 contains 415 members 
Mstep: Class 31 contains 2289 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 9004 members 
Mstep: Class 34 contains 1816 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 67378 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 99948 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 14078 members 
Mstep: Class 43 contains 1528 members 
Mstep: Class 44 contains 61716 members 
Mstep: Class 45 contains 1642 members 
Mstep: Class 46 contains 1889 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 96 members 
Mstep: Class 50 contains 109386 members 
Mstep: Class 51 contains 504 members 
Mstep: Class 52 contains 175438 members 
Mstep: Class 53 contains 836 members 
Mstep: Class 54 contains 177516 members 
Mstep: Class 55 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90614112.000000 Penalty: 36264.554688
Iteration 222Q: 56 clusters Score -9.061411e+07 nChanged 51924
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 104333 members 
Mstep: Class 3 contains 102601 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 1844 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 217998 members 
Mstep: Class 8 contains 141577 members 
Mstep: Class 9 contains 36990 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7629 members 
Mstep: Class 12 contains 59401 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 1159 members 
Mstep: Class 16 contains 95570 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 114012 members 
Mstep: Class 19 contains 129279 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 71198 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 1447 members 
Mstep: Class 24 contains 81795 members 
Mstep: Class 25 contains 19080 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 8695 members 
Mstep: Class 28 contains 16004 members 
Mstep: Class 29 contains 4215 members 
Mstep: Class 30 contains 415 members 
Mstep: Class 31 contains 2282 members 
Mstep: Class 32 contains 5153 members 
Mstep: Class 33 contains 8972 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 67589 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 99488 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 13643 members 
Mstep: Class 43 contains 1531 members 
Mstep: Class 44 contains 47960 members 
Mstep: Class 45 contains 1642 members 
Mstep: Class 46 contains 1883 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 112384 members 
Mstep: Class 51 contains 502 members 
Mstep: Class 52 contains 175812 members 
Mstep: Class 53 contains 836 members 
Mstep: Class 54 contains 180182 members 
Mstep: Class 55 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90610152.000000 Penalty: 36264.554688
Iteration 223Q: 56 clusters Score -9.061015e+07 nChanged 49256
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103965 members 
Mstep: Class 3 contains 103660 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 1983 members 
Mstep: Class 7 contains 218056 members 
Mstep: Class 8 contains 142575 members 
Mstep: Class 9 contains 37003 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 59469 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 5403 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 95359 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 114591 members 
Mstep: Class 19 contains 130137 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 70399 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 1463 members 
Mstep: Class 24 contains 88019 members 
Mstep: Class 25 contains 19093 members 
Mstep: Class 26 contains 7119 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 16383 members 
Mstep: Class 29 contains 4409 members 
Mstep: Class 30 contains 415 members 
Mstep: Class 31 contains 2273 members 
Mstep: Class 32 contains 5185 members 
Mstep: Class 33 contains 8914 members 
Mstep: Class 34 contains 1812 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 68209 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 99286 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 13349 members 
Mstep: Class 43 contains 1530 members 
Mstep: Class 44 contains 36666 members 
Mstep: Class 45 contains 1642 members 
Mstep: Class 46 contains 1879 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 115952 members 
Mstep: Class 51 contains 502 members 
Mstep: Class 52 contains 176119 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 178164 members 
Mstep: Class 55 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90609080.000000 Penalty: 36264.554688
Iteration 224Q: 56 clusters Score -9.060908e+07 nChanged 42625
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103524 members 
Mstep: Class 3 contains 105142 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 1994 members 
Mstep: Class 7 contains 218047 members 
Mstep: Class 8 contains 142914 members 
Mstep: Class 9 contains 37004 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7716 members 
Mstep: Class 12 contains 59509 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 5422 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 95003 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 115314 members 
Mstep: Class 19 contains 130989 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 69680 members 
Mstep: Class 22 contains 948 members 
Mstep: Class 23 contains 1480 members 
Mstep: Class 24 contains 94308 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 7119 members 
Mstep: Class 27 contains 8715 members 
Mstep: Class 28 contains 16746 members 
Mstep: Class 29 contains 4527 members 
Mstep: Class 30 contains 415 members 
Mstep: Class 31 contains 2282 members 
Mstep: Class 32 contains 5253 members 
Mstep: Class 33 contains 8833 members 
Mstep: Class 34 contains 1811 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 69241 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 99140 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 13204 members 
Mstep: Class 43 contains 1527 members 
Mstep: Class 44 contains 29898 members 
Mstep: Class 45 contains 1641 members 
Mstep: Class 46 contains 1872 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 119500 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 176148 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 171721 members 
Mstep: Class 55 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90611800.000000 Penalty: 36264.554688
Iteration 225Q: 56 clusters Score -9.06118e+07 nChanged 36158
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 103153 members 
Mstep: Class 3 contains 106896 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 1966 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 218019 members 
Mstep: Class 8 contains 142466 members 
Mstep: Class 9 contains 36995 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 59493 members 
Mstep: Class 13 contains 785 members 
Mstep: Class 14 contains 5424 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 94337 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 116071 members 
Mstep: Class 19 contains 131730 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 68983 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 1501 members 
Mstep: Class 24 contains 100314 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 7120 members 
Mstep: Class 27 contains 8721 members 
Mstep: Class 28 contains 17100 members 
Mstep: Class 29 contains 4552 members 
Mstep: Class 30 contains 415 members 
Mstep: Class 31 contains 2283 members 
Mstep: Class 32 contains 5350 members 
Mstep: Class 33 contains 8751 members 
Mstep: Class 34 contains 1811 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 70586 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 99008 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 13194 members 
Mstep: Class 43 contains 1527 members 
Mstep: Class 44 contains 26277 members 
Mstep: Class 45 contains 1641 members 
Mstep: Class 46 contains 1866 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 122445 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 175881 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 163888 members 
Mstep: Class 55 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90616672.000000 Penalty: 36264.554688
Iteration 226Q: 56 clusters Score -9.061667e+07 nChanged 31175
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102920 members 
Mstep: Class 3 contains 108972 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 217959 members 
Mstep: Class 8 contains 141040 members 
Mstep: Class 9 contains 36990 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7676 members 
Mstep: Class 12 contains 59471 members 
Mstep: Class 13 contains 782 members 
Mstep: Class 14 contains 5435 members 
Mstep: Class 15 contains 1491 members 
Mstep: Class 16 contains 93399 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 116869 members 
Mstep: Class 19 contains 132316 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 68301 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 1522 members 
Mstep: Class 24 contains 105839 members 
Mstep: Class 25 contains 19112 members 
Mstep: Class 26 contains 7119 members 
Mstep: Class 27 contains 8728 members 
Mstep: Class 28 contains 17467 members 
Mstep: Class 29 contains 4501 members 
Mstep: Class 30 contains 415 members 
Mstep: Class 31 contains 2287 members 
Mstep: Class 32 contains 5419 members 
Mstep: Class 33 contains 8682 members 
Mstep: Class 34 contains 1809 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 72004 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 98612 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 13282 members 
Mstep: Class 43 contains 1527 members 
Mstep: Class 44 contains 24397 members 
Mstep: Class 45 contains 1641 members 
Mstep: Class 46 contains 1861 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 124405 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 175509 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 156997 members 
Mstep: Class 55 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90621784.000000 Penalty: 36264.554688
Iteration 227Q: 56 clusters Score -9.062178e+07 nChanged 31484
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102721 members 
Mstep: Class 3 contains 111343 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 217912 members 
Mstep: Class 8 contains 138013 members 
Mstep: Class 9 contains 36991 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7642 members 
Mstep: Class 12 contains 59422 members 
Mstep: Class 13 contains 782 members 
Mstep: Class 14 contains 5447 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 16 contains 92188 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 117716 members 
Mstep: Class 19 contains 132434 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 67697 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 1546 members 
Mstep: Class 24 contains 111118 members 
Mstep: Class 25 contains 19111 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 8735 members 
Mstep: Class 28 contains 17848 members 
Mstep: Class 29 contains 4434 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2286 members 
Mstep: Class 32 contains 5474 members 
Mstep: Class 33 contains 8651 members 
Mstep: Class 34 contains 1809 members 
Mstep: Class 35 contains 4042 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 74484 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 98128 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 13507 members 
Mstep: Class 43 contains 1528 members 
Mstep: Class 44 contains 23166 members 
Mstep: Class 45 contains 1641 members 
Mstep: Class 46 contains 1853 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 126069 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 174859 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 151089 members 
Mstep: Class 55 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90624544.000000 Penalty: 36264.554688
Iteration 228Q: 56 clusters Score -9.062454e+07 nChanged 34456
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102438 members 
Mstep: Class 3 contains 114106 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 217901 members 
Mstep: Class 8 contains 133664 members 
Mstep: Class 9 contains 36992 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7604 members 
Mstep: Class 12 contains 59359 members 
Mstep: Class 13 contains 783 members 
Mstep: Class 14 contains 5453 members 
Mstep: Class 15 contains 1593 members 
Mstep: Class 16 contains 90691 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 118597 members 
Mstep: Class 19 contains 132101 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 67170 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 1569 members 
Mstep: Class 24 contains 116350 members 
Mstep: Class 25 contains 19092 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 8739 members 
Mstep: Class 28 contains 18222 members 
Mstep: Class 29 contains 4371 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2286 members 
Mstep: Class 32 contains 5518 members 
Mstep: Class 33 contains 8639 members 
Mstep: Class 34 contains 1810 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 78370 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 97510 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 13845 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 22145 members 
Mstep: Class 45 contains 1641 members 
Mstep: Class 46 contains 1844 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 127786 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 174209 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 145226 members 
Mstep: Class 55 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90628208.000000 Penalty: 36264.554688
Iteration 229Q: 56 clusters Score -9.062821e+07 nChanged 35822
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102099 members 
Mstep: Class 3 contains 116566 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2113 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 217841 members 
Mstep: Class 8 contains 128525 members 
Mstep: Class 9 contains 36998 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7552 members 
Mstep: Class 12 contains 59291 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 89157 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 119263 members 
Mstep: Class 19 contains 131570 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 66713 members 
Mstep: Class 22 contains 951 members 
Mstep: Class 23 contains 1596 members 
Mstep: Class 24 contains 121840 members 
Mstep: Class 25 contains 19078 members 
Mstep: Class 26 contains 7114 members 
Mstep: Class 27 contains 8742 members 
Mstep: Class 28 contains 18651 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2280 members 
Mstep: Class 32 contains 5552 members 
Mstep: Class 33 contains 8652 members 
Mstep: Class 34 contains 1809 members 
Mstep: Class 35 contains 4042 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 83310 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 96649 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 42 contains 14312 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 21315 members 
Mstep: Class 45 contains 1643 members 
Mstep: Class 46 contains 1842 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 129315 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173533 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 139677 members 
Mstep: Class 55 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90630952.000000 Penalty: 36264.554688
Iteration 230Q: 56 clusters Score -9.063095e+07 nChanged 37533
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101756 members 
Mstep: Class 3 contains 118468 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 217768 members 
Mstep: Class 8 contains 123150 members 
Mstep: Class 9 contains 37008 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 11 contains 7539 members 
Mstep: Class 12 contains 59215 members 
Mstep: Class 13 contains 771 members 
Mstep: Class 14 contains 5439 members 
Mstep: Class 15 contains 1666 members 
Mstep: Class 16 contains 87399 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 119850 members 
Mstep: Class 19 contains 130868 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 66290 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 1621 members 
Mstep: Class 24 contains 126519 members 
Mstep: Class 25 contains 19061 members 
Mstep: Class 26 contains 7111 members 
Mstep: Class 27 contains 8743 members 
Mstep: Class 28 contains 19115 members 
Mstep: Class 29 contains 4422 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2277 members 
Mstep: Class 32 contains 5587 members 
Mstep: Class 33 contains 8698 members 
Mstep: Class 34 contains 1810 members 
Mstep: Class 35 contains 4042 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 89623 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 95548 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 14750 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 20618 members 
Mstep: Class 45 contains 1643 members 
Mstep: Class 46 contains 1842 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 130932 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 172853 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 134728 members 
Mstep: Class 55 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90633432.000000 Penalty: 36264.554688
Iteration 231Q: 56 clusters Score -9.063343e+07 nChanged 36802
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101487 members 
Mstep: Class 3 contains 119385 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 217688 members 
Mstep: Class 8 contains 119388 members 
Mstep: Class 9 contains 37024 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 59133 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 5424 members 
Mstep: Class 15 contains 1692 members 
Mstep: Class 16 contains 85615 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 120411 members 
Mstep: Class 19 contains 130086 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 65942 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 129054 members 
Mstep: Class 25 contains 19061 members 
Mstep: Class 26 contains 7109 members 
Mstep: Class 27 contains 8742 members 
Mstep: Class 28 contains 19550 members 
Mstep: Class 29 contains 4509 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2277 members 
Mstep: Class 32 contains 5615 members 
Mstep: Class 33 contains 8763 members 
Mstep: Class 34 contains 1812 members 
Mstep: Class 35 contains 4045 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 97100 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 94138 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 15081 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 20105 members 
Mstep: Class 45 contains 1643 members 
Mstep: Class 46 contains 1842 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 132358 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 172371 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 130335 members 
Mstep: Class 55 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90634328.000000 Penalty: 36264.554688
Iteration 232Q: 56 clusters Score -9.063433e+07 nChanged 34703
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101278 members 
Mstep: Class 3 contains 119384 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2189 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 217620 members 
Mstep: Class 8 contains 118138 members 
Mstep: Class 9 contains 37021 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7526 members 
Mstep: Class 12 contains 59091 members 
Mstep: Class 13 contains 738 members 
Mstep: Class 14 contains 5420 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 83704 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 120895 members 
Mstep: Class 19 contains 129096 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 65645 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 128280 members 
Mstep: Class 25 contains 19059 members 
Mstep: Class 26 contains 7109 members 
Mstep: Class 27 contains 8742 members 
Mstep: Class 28 contains 20033 members 
Mstep: Class 29 contains 4598 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2279 members 
Mstep: Class 32 contains 5637 members 
Mstep: Class 33 contains 8840 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 4046 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 106019 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 92592 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 15240 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19780 members 
Mstep: Class 45 contains 1643 members 
Mstep: Class 46 contains 1841 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 825 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 133429 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 172199 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 126588 members 
Mstep: Class 55 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90636896.000000 Penalty: 36264.554688
Iteration 233Q: 56 clusters Score -9.06369e+07 nChanged 30568
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101113 members 
Mstep: Class 3 contains 118691 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 217568 members 
Mstep: Class 8 contains 118745 members 
Mstep: Class 9 contains 37024 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7500 members 
Mstep: Class 12 contains 59024 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 5428 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 81805 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121238 members 
Mstep: Class 19 contains 128054 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 65378 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 1720 members 
Mstep: Class 24 contains 127590 members 
Mstep: Class 25 contains 19048 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 8741 members 
Mstep: Class 28 contains 20553 members 
Mstep: Class 29 contains 4738 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2284 members 
Mstep: Class 32 contains 5653 members 
Mstep: Class 33 contains 8920 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 4046 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 115350 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 90917 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 15040 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19550 members 
Mstep: Class 45 contains 1643 members 
Mstep: Class 46 contains 1841 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 826 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 132944 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 172122 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 123048 members 
Mstep: Class 55 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90639256.000000 Penalty: 36264.554688
Iteration 234Q: 56 clusters Score -9.063926e+07 nChanged 28582
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101024 members 
Mstep: Class 3 contains 117793 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 1972 members 
Mstep: Class 7 contains 217539 members 
Mstep: Class 8 contains 120124 members 
Mstep: Class 9 contains 37024 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7463 members 
Mstep: Class 12 contains 58960 members 
Mstep: Class 13 contains 706 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 79894 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121447 members 
Mstep: Class 19 contains 126930 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 65171 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1755 members 
Mstep: Class 24 contains 128460 members 
Mstep: Class 25 contains 19033 members 
Mstep: Class 26 contains 7117 members 
Mstep: Class 27 contains 8741 members 
Mstep: Class 28 contains 21080 members 
Mstep: Class 29 contains 4939 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2283 members 
Mstep: Class 32 contains 5667 members 
Mstep: Class 33 contains 9009 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4046 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 125141 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 89164 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 14537 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19439 members 
Mstep: Class 45 contains 1643 members 
Mstep: Class 46 contains 1839 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 130195 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 171974 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 119556 members 
Mstep: Class 55 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90641744.000000 Penalty: 36264.554688
Iteration 235Q: 56 clusters Score -9.064174e+07 nChanged 28694
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100915 members 
Mstep: Class 3 contains 116686 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1964 members 
Mstep: Class 7 contains 217478 members 
Mstep: Class 8 contains 121823 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7419 members 
Mstep: Class 12 contains 58895 members 
Mstep: Class 13 contains 686 members 
Mstep: Class 14 contains 5416 members 
Mstep: Class 15 contains 1721 members 
Mstep: Class 16 contains 77853 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121554 members 
Mstep: Class 19 contains 125768 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 65018 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1792 members 
Mstep: Class 24 contains 130729 members 
Mstep: Class 25 contains 19021 members 
Mstep: Class 26 contains 7120 members 
Mstep: Class 27 contains 8745 members 
Mstep: Class 28 contains 21640 members 
Mstep: Class 29 contains 5151 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2284 members 
Mstep: Class 32 contains 5679 members 
Mstep: Class 33 contains 9102 members 
Mstep: Class 34 contains 1816 members 
Mstep: Class 35 contains 4047 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 136041 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 87436 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 13707 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19433 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 1835 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 124632 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 171951 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 116559 members 
Mstep: Class 55 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90641464.000000 Penalty: 36264.554688
Iteration 236Q: 56 clusters Score -9.064146e+07 nChanged 29848
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100744 members 
Mstep: Class 3 contains 115304 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 217432 members 
Mstep: Class 8 contains 123788 members 
Mstep: Class 9 contains 37031 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7407 members 
Mstep: Class 12 contains 58824 members 
Mstep: Class 13 contains 669 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 75847 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121575 members 
Mstep: Class 19 contains 124514 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64881 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 1824 members 
Mstep: Class 24 contains 133692 members 
Mstep: Class 25 contains 19003 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8749 members 
Mstep: Class 28 contains 22203 members 
Mstep: Class 29 contains 5365 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2291 members 
Mstep: Class 32 contains 5668 members 
Mstep: Class 33 contains 9208 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 148011 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 85654 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 12449 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19467 members 
Mstep: Class 45 contains 1645 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 117138 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 171968 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 114289 members 
Mstep: Class 55 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90639296.000000 Penalty: 36264.554688
Iteration 237Q: 56 clusters Score -9.06393e+07 nChanged 32449
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100574 members 
Mstep: Class 3 contains 113764 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2314 members 
Mstep: Class 6 contains 1956 members 
Mstep: Class 7 contains 217445 members 
Mstep: Class 8 contains 125730 members 
Mstep: Class 9 contains 37038 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 58750 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 14 contains 5420 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 73865 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121507 members 
Mstep: Class 19 contains 123188 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64743 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 1853 members 
Mstep: Class 24 contains 137262 members 
Mstep: Class 25 contains 18993 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 22798 members 
Mstep: Class 29 contains 5597 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2295 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9307 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 160415 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 83981 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 10752 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19540 members 
Mstep: Class 45 contains 1647 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 107799 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 172290 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 113004 members 
Mstep: Class 55 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90631744.000000 Penalty: 36264.554688
Iteration 238Q: 56 clusters Score -9.063174e+07 nChanged 29353
Entering ConstructFrom: 
Score: -90631744.000000 Penalty: 36264.554688
Entering ConstructFrom: 
Trying to split cluster 1 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -35363.726562 Penalty: 304.602570
	Iteration 0F: 2 clusters Score -35363.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34664.343750 Penalty: 609.205139
	Iteration 0F: 3 clusters Score -34664.34 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -34848.910156 Penalty: 609.205139
	Iteration 1F: 3 clusters Score -34848.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -34885.710938 Penalty: 609.205139
	Iteration 2F: 3 clusters Score -34885.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -34907.445312 Penalty: 609.205139
	Iteration 3Q: 3 clusters Score -34907.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -34929.453125 Penalty: 609.205139
	Iteration 4Q: 3 clusters Score -34929.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -34948.960938 Penalty: 609.205139
	Iteration 5Q: 3 clusters Score -34948.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -34967.039062 Penalty: 609.205139
	Iteration 6Q: 3 clusters Score -34967.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -34981.039062 Penalty: 609.205139
	Iteration 7Q: 3 clusters Score -34981.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -34991.390625 Penalty: 609.205139
	Iteration 8Q: 3 clusters Score -34991.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -34999.109375 Penalty: 609.205139
	Iteration 9Q: 3 clusters Score -34999.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -35005.398438 Penalty: 609.205139
	Iteration 10Q: 3 clusters Score -35005.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -35011.777344 Penalty: 609.205139
	Iteration 11Q: 3 clusters Score -35011.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -35022.867188 Penalty: 609.205139
	Iteration 12Q: 3 clusters Score -35022.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -35028.429688 Penalty: 609.205139
	Iteration 13Q: 3 clusters Score -35028.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -35036.910156 Penalty: 609.205139
	Iteration 14Q: 3 clusters Score -35036.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -35045.023438 Penalty: 609.205139
	Iteration 15Q: 3 clusters Score -35045.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -35051.054688 Penalty: 609.205139
	Iteration 16Q: 3 clusters Score -35051.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -35057.101562 Penalty: 609.205139
	Iteration 17Q: 3 clusters Score -35057.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -35062.667969 Penalty: 609.205139
	Iteration 18Q: 3 clusters Score -35062.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -35066.093750 Penalty: 609.205139
	Iteration 19Q: 3 clusters Score -35066.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -35070.472656 Penalty: 609.205139
	Iteration 20F: 3 clusters Score -35070.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -35073.476562 Penalty: 609.205139
	Iteration 21Q: 3 clusters Score -35073.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -35075.617188 Penalty: 609.205139
	Iteration 22Q: 3 clusters Score -35075.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -35079.582031 Penalty: 609.205139
	Iteration 23Q: 3 clusters Score -35079.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -35082.542969 Penalty: 609.205139
	Iteration 24Q: 3 clusters Score -35082.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -35083.707031 Penalty: 609.205139
	Iteration 25Q: 3 clusters Score -35083.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -35083.707031 Penalty: 609.205139
	Iteration 26F: 3 clusters Score -35083.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (100393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Entering Unmasked Estep 
Score: -4818395.500000 Penalty: 524.016541
	Iteration 0F: 2 clusters Score -4818396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -4750519.500000 Penalty: 1048.033081
	Iteration 0F: 3 clusters Score -4750520 nChanged 49077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -4782433.500000 Penalty: 1048.033081
	Iteration 1F: 3 clusters Score -4782434 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -4785419.500000 Penalty: 1048.033081
	Iteration 2F: 3 clusters Score -4785420 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 72040 members 
Entering Unmasked Estep 
Score: -4790034.500000 Penalty: 1048.033081
	Iteration 3F: 3 clusters Score -4790034 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -4797295.500000 Penalty: 1048.033081
	Iteration 4F: 3 clusters Score -4797296 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -4806016.500000 Penalty: 1048.033081
	Iteration 5F: 3 clusters Score -4806016 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 95194 members 
Entering Unmasked Estep 
Score: -4812895.000000 Penalty: 1048.033081
	Iteration 6F: 3 clusters Score -4812895 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -4816292.500000 Penalty: 1048.033081
	Iteration 7Q: 3 clusters Score -4816292 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -4817467.500000 Penalty: 1048.033081
	Iteration 8Q: 3 clusters Score -4817468 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 100222 members 
Entering Unmasked Estep 
Score: -4817788.500000 Penalty: 1048.033081
	Iteration 9Q: 3 clusters Score -4817788 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100312 members 
Entering Unmasked Estep 
Score: -4817891.500000 Penalty: 1048.033081
	Iteration 10Q: 3 clusters Score -4817892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -4817916.000000 Penalty: 1048.033081
	Iteration 11Q: 3 clusters Score -4817916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -4817922.000000 Penalty: 1048.033081
	Iteration 12Q: 3 clusters Score -4817922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -4817929.000000 Penalty: 1048.033081
	Iteration 13Q: 3 clusters Score -4817929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -4817929.000000 Penalty: 1048.033081
	Iteration 14F: 3 clusters Score -4817929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (112178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Entering Unmasked Estep 
Score: -5629842.000000 Penalty: 529.066833
	Iteration 0F: 2 clusters Score -5629842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -5556012.500000 Penalty: 1058.133667
	Iteration 0F: 3 clusters Score -5556012 nChanged 54880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -5590285.500000 Penalty: 1058.133667
	Iteration 1F: 3 clusters Score -5590286 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -5592645.500000 Penalty: 1058.133667
	Iteration 2Q: 3 clusters Score -5592646 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -5596748.000000 Penalty: 1058.133667
	Iteration 3F: 3 clusters Score -5596748 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -5603092.000000 Penalty: 1058.133667
	Iteration 4F: 3 clusters Score -5603092 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -5610566.500000 Penalty: 1058.133667
	Iteration 5F: 3 clusters Score -5610566 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -5615202.500000 Penalty: 1058.133667
	Iteration 6F: 3 clusters Score -5615202 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5616830.500000 Penalty: 1058.133667
	Iteration 7Q: 3 clusters Score -5616830 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5617587.000000 Penalty: 1058.133667
	Iteration 8Q: 3 clusters Score -5617587 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -5618244.500000 Penalty: 1058.133667
	Iteration 9Q: 3 clusters Score -5618244 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -5618949.000000 Penalty: 1058.133667
	Iteration 10Q: 3 clusters Score -5618949 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -5619726.000000 Penalty: 1058.133667
	Iteration 11Q: 3 clusters Score -5619726 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74242 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -5620466.500000 Penalty: 1058.133667
	Iteration 12Q: 3 clusters Score -5620466 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -5621262.500000 Penalty: 1058.133667
	Iteration 13Q: 3 clusters Score -5621262 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -5621976.000000 Penalty: 1058.133667
	Iteration 14Q: 3 clusters Score -5621976 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -5622716.000000 Penalty: 1058.133667
	Iteration 15Q: 3 clusters Score -5622716 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5623392.500000 Penalty: 1058.133667
	Iteration 16Q: 3 clusters Score -5623392 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -5624035.500000 Penalty: 1058.133667
	Iteration 17Q: 3 clusters Score -5624036 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -5624623.500000 Penalty: 1058.133667
	Iteration 18Q: 3 clusters Score -5624624 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -5625245.500000 Penalty: 1058.133667
	Iteration 19Q: 3 clusters Score -5625246 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -5625774.500000 Penalty: 1058.133667
	Iteration 20F: 3 clusters Score -5625774 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -5626220.000000 Penalty: 1058.133667
	Iteration 21Q: 3 clusters Score -5626220 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -5626505.500000 Penalty: 1058.133667
	Iteration 22Q: 3 clusters Score -5626506 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -5626758.000000 Penalty: 1058.133667
	Iteration 23Q: 3 clusters Score -5626758 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -5626944.500000 Penalty: 1058.133667
	Iteration 24Q: 3 clusters Score -5626944 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5627092.000000 Penalty: 1058.133667
	Iteration 25Q: 3 clusters Score -5627092 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -5627167.000000 Penalty: 1058.133667
	Iteration 26Q: 3 clusters Score -5627167 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5627230.500000 Penalty: 1058.133667
	Iteration 27Q: 3 clusters Score -5627230 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -5627306.000000 Penalty: 1058.133667
	Iteration 28Q: 3 clusters Score -5627306 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -5627374.500000 Penalty: 1058.133667
	Iteration 29Q: 3 clusters Score -5627374 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5627427.500000 Penalty: 1058.133667
	Iteration 30Q: 3 clusters Score -5627428 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -5627456.500000 Penalty: 1058.133667
	Iteration 31Q: 3 clusters Score -5627456 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -5627499.000000 Penalty: 1058.133667
	Iteration 32Q: 3 clusters Score -5627499 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -5627522.500000 Penalty: 1058.133667
	Iteration 33Q: 3 clusters Score -5627522 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -5627537.000000 Penalty: 1058.133667
	Iteration 34Q: 3 clusters Score -5627537 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -5627538.000000 Penalty: 1058.133667
	Iteration 35Q: 3 clusters Score -5627538 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -5627529.500000 Penalty: 1058.133667
	Iteration 36Q: 3 clusters Score -5627530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -5627536.000000 Penalty: 1058.133667
	Iteration 37Q: 3 clusters Score -5627536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -5627534.000000 Penalty: 1058.133667
	Iteration 38Q: 3 clusters Score -5627534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -5627539.000000 Penalty: 1058.133667
	Iteration 39Q: 3 clusters Score -5627539 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -5627547.500000 Penalty: 1058.133667
	Iteration 40F: 3 clusters Score -5627548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5627535.000000 Penalty: 1058.133667
	Iteration 41Q: 3 clusters Score -5627535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -5627546.000000 Penalty: 1058.133667
	Iteration 42Q: 3 clusters Score -5627546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74775 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -5627545.500000 Penalty: 1058.133667
	Iteration 43Q: 3 clusters Score -5627546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -5627559.000000 Penalty: 1058.133667
	Iteration 44Q: 3 clusters Score -5627559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -5627564.000000 Penalty: 1058.133667
	Iteration 45Q: 3 clusters Score -5627564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -5627564.000000 Penalty: 1058.133667
	Iteration 46Q: 3 clusters Score -5627564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -5627555.500000 Penalty: 1058.133667
	Iteration 47Q: 3 clusters Score -5627556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -5627559.000000 Penalty: 1058.133667
	Iteration 48Q: 3 clusters Score -5627559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -5627554.000000 Penalty: 1058.133667
	Iteration 49Q: 3 clusters Score -5627554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -5627563.500000 Penalty: 1058.133667
	Iteration 50Q: 3 clusters Score -5627564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -5627561.500000 Penalty: 1058.133667
	Iteration 51Q: 3 clusters Score -5627562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5627571.000000 Penalty: 1058.133667
	Iteration 52Q: 3 clusters Score -5627571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -5627565.500000 Penalty: 1058.133667
	Iteration 53Q: 3 clusters Score -5627566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -5627571.500000 Penalty: 1058.133667
	Iteration 54Q: 3 clusters Score -5627572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -5627572.000000 Penalty: 1058.133667
	Iteration 55Q: 3 clusters Score -5627572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -5627573.000000 Penalty: 1058.133667
	Iteration 56Q: 3 clusters Score -5627573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -5627574.500000 Penalty: 1058.133667
	Iteration 57Q: 3 clusters Score -5627574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -5627572.500000 Penalty: 1058.133667
	Iteration 58Q: 3 clusters Score -5627572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -5627576.000000 Penalty: 1058.133667
	Iteration 59Q: 3 clusters Score -5627576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74958 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -5627574.000000 Penalty: 1058.133667
	Iteration 60F: 3 clusters Score -5627574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -5627573.500000 Penalty: 1058.133667
	Iteration 61Q: 3 clusters Score -5627574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -5627571.000000 Penalty: 1058.133667
	Iteration 62Q: 3 clusters Score -5627571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -5627569.500000 Penalty: 1058.133667
	Iteration 63Q: 3 clusters Score -5627570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -5627566.500000 Penalty: 1058.133667
	Iteration 64Q: 3 clusters Score -5627566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -5627567.500000 Penalty: 1058.133667
	Iteration 65Q: 3 clusters Score -5627568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -5627572.500000 Penalty: 1058.133667
	Iteration 66Q: 3 clusters Score -5627572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -5627572.500000 Penalty: 1058.133667
	Iteration 67Q: 3 clusters Score -5627572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -5627576.000000 Penalty: 1058.133667
	Iteration 68Q: 3 clusters Score -5627576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5627573.500000 Penalty: 1058.133667
	Iteration 69Q: 3 clusters Score -5627574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5627579.000000 Penalty: 1058.133667
	Iteration 70Q: 3 clusters Score -5627579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -5627581.000000 Penalty: 1058.133667
	Iteration 71Q: 3 clusters Score -5627581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -5627577.500000 Penalty: 1058.133667
	Iteration 72Q: 3 clusters Score -5627578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -5627575.500000 Penalty: 1058.133667
	Iteration 73Q: 3 clusters Score -5627576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75017 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -5627575.000000 Penalty: 1058.133667
	Iteration 74Q: 3 clusters Score -5627575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5627578.500000 Penalty: 1058.133667
	Iteration 75Q: 3 clusters Score -5627578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -5627575.000000 Penalty: 1058.133667
	Iteration 76Q: 3 clusters Score -5627575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -5627574.500000 Penalty: 1058.133667
	Iteration 77Q: 3 clusters Score -5627574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5627575.500000 Penalty: 1058.133667
	Iteration 78Q: 3 clusters Score -5627576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -5627578.500000 Penalty: 1058.133667
	Iteration 79Q: 3 clusters Score -5627578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -5627579.500000 Penalty: 1058.133667
	Iteration 80F: 3 clusters Score -5627580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -5627579.000000 Penalty: 1058.133667
	Iteration 81Q: 3 clusters Score -5627579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -5627580.000000 Penalty: 1058.133667
	Iteration 82Q: 3 clusters Score -5627580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -5627580.000000 Penalty: 1058.133667
	Iteration 83F: 3 clusters Score -5627580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -8721.340820 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -8721.341 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 142 members 
Entering Unmasked Estep 
Score: -8455.102539 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -8455.103 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8786.689453 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -8786.689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8887.551758 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -8887.552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8984.499023 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -8984.499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9043.863281 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -9043.863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9106.174805 Penalty: 513.413574
	Iteration 5F: 3 clusters Score -9106.175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9177.691406 Penalty: 513.413574
	Iteration 6F: 3 clusters Score -9177.691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9306.013672 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -9306.014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9542.177734 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -9542.178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9692.949219 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -9692.949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9779.176758 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -9779.177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9779.176758 Penalty: 513.413574
	Iteration 11F: 3 clusters Score -9779.177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 168339 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 218 members 
Entering Unmasked Estep 
Score: -90619224.000000 Penalty: 36923.910156
Splitting cluster 4 changes total score from -90631744.000000 to -90619224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -112867.609375 Penalty: 352.945831
	Iteration 0F: 2 clusters Score -112867.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -111220.414062 Penalty: 705.891663
	Iteration 0F: 3 clusters Score -111220.4 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -111792.898438 Penalty: 705.891663
	Iteration 1F: 3 clusters Score -111792.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -111909.875000 Penalty: 705.891663
	Iteration 2F: 3 clusters Score -111909.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -112056.335938 Penalty: 705.891663
	Iteration 3F: 3 clusters Score -112056.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -112217.109375 Penalty: 705.891663
	Iteration 4F: 3 clusters Score -112217.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -112389.445312 Penalty: 705.891663
	Iteration 5F: 3 clusters Score -112389.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112497.390625 Penalty: 705.891663
	Iteration 6F: 3 clusters Score -112497.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112589.312500 Penalty: 705.891663
	Iteration 7Q: 3 clusters Score -112589.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -112636.273438 Penalty: 705.891663
	Iteration 8Q: 3 clusters Score -112636.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112651.187500 Penalty: 705.891663
	Iteration 9Q: 3 clusters Score -112651.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112661.796875 Penalty: 705.891663
	Iteration 10Q: 3 clusters Score -112661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -112671.328125 Penalty: 705.891663
	Iteration 11Q: 3 clusters Score -112671.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -112680.453125 Penalty: 705.891663
	Iteration 12Q: 3 clusters Score -112680.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -112686.882812 Penalty: 705.891663
	Iteration 13Q: 3 clusters Score -112686.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -112692.257812 Penalty: 705.891663
	Iteration 14Q: 3 clusters Score -112692.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -112694.796875 Penalty: 705.891663
	Iteration 15Q: 3 clusters Score -112694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -112696.085938 Penalty: 705.891663
	Iteration 16Q: 3 clusters Score -112696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -112696.210938 Penalty: 705.891663
	Iteration 17Q: 3 clusters Score -112696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -112696.242188 Penalty: 705.891663
	Iteration 18Q: 3 clusters Score -112696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -112696.242188 Penalty: 705.891663
	Iteration 19F: 3 clusters Score -112696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -87494.085938 Penalty: 344.735748
	Iteration 0F: 2 clusters Score -87494.09 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 975 members 
Entering Unmasked Estep 
Score: -86078.335938 Penalty: 689.471497
	Iteration 0F: 3 clusters Score -86078.34 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -86606.023438 Penalty: 689.471497
	Iteration 1F: 3 clusters Score -86606.02 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -86701.898438 Penalty: 689.471497
	Iteration 2F: 3 clusters Score -86701.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -86752.125000 Penalty: 689.471497
	Iteration 3F: 3 clusters Score -86752.12 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -86788.000000 Penalty: 689.471497
	Iteration 4Q: 3 clusters Score -86788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -86811.382812 Penalty: 689.471497
	Iteration 5Q: 3 clusters Score -86811.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -86845.898438 Penalty: 689.471497
	Iteration 6Q: 3 clusters Score -86845.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -86873.453125 Penalty: 689.471497
	Iteration 7Q: 3 clusters Score -86873.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -86921.281250 Penalty: 689.471497
	Iteration 8Q: 3 clusters Score -86921.28 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -86999.257812 Penalty: 689.471497
	Iteration 9Q: 3 clusters Score -86999.26 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -87096.523438 Penalty: 689.471497
	Iteration 10Q: 3 clusters Score -87096.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -87206.351562 Penalty: 689.471497
	Iteration 11F: 3 clusters Score -87206.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -87282.000000 Penalty: 689.471497
	Iteration 12Q: 3 clusters Score -87282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -87349.828125 Penalty: 689.471497
	Iteration 13Q: 3 clusters Score -87349.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -87383.695312 Penalty: 689.471497
	Iteration 14Q: 3 clusters Score -87383.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -87409.968750 Penalty: 689.471497
	Iteration 15Q: 3 clusters Score -87409.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -87425.359375 Penalty: 689.471497
	Iteration 16Q: 3 clusters Score -87425.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -87445.093750 Penalty: 689.471497
	Iteration 17Q: 3 clusters Score -87445.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -87468.023438 Penalty: 689.471497
	Iteration 18Q: 3 clusters Score -87468.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -87490.585938 Penalty: 689.471497
	Iteration 19Q: 3 clusters Score -87490.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -87500.593750 Penalty: 689.471497
	Iteration 20F: 3 clusters Score -87500.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -87509.960938 Penalty: 689.471497
	Iteration 21Q: 3 clusters Score -87509.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -87513.601562 Penalty: 689.471497
	Iteration 22Q: 3 clusters Score -87513.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -87514.789062 Penalty: 689.471497
	Iteration 23Q: 3 clusters Score -87514.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -87515.585938 Penalty: 689.471497
	Iteration 24Q: 3 clusters Score -87515.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -87515.921875 Penalty: 689.471497
	Iteration 25Q: 3 clusters Score -87515.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -87516.156250 Penalty: 689.471497
	Iteration 26Q: 3 clusters Score -87516.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -87516.445312 Penalty: 689.471497
	Iteration 27Q: 3 clusters Score -87516.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -87516.445312 Penalty: 689.471497
	Iteration 28F: 3 clusters Score -87516.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 168339 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 1196 members 
Entering Unmasked Estep 
Score: -90618088.000000 Penalty: 36923.910156
Splitting cluster 6 changes total score from -90631744.000000 to -90618088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (217487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217487 members 
Entering Unmasked Estep 
Score: -10233989.000000 Penalty: 559.190186
	Iteration 0F: 2 clusters Score -1.023399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -10089227.000000 Penalty: 1118.380371
	Iteration 0F: 3 clusters Score -1.008923e+07 nChanged 106779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 124922 members 
Entering Unmasked Estep 
Score: -10156065.000000 Penalty: 1118.380371
	Iteration 1F: 3 clusters Score -1.015606e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83704 members 
Mstep: Class 2 contains 133783 members 
Entering Unmasked Estep 
Score: -10160132.000000 Penalty: 1118.380371
	Iteration 2Q: 3 clusters Score -1.016013e+07 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 146048 members 
Entering Unmasked Estep 
Score: -10167233.000000 Penalty: 1118.380371
	Iteration 3F: 3 clusters Score -1.016723e+07 nChanged 16536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 162234 members 
Entering Unmasked Estep 
Score: -10179078.000000 Penalty: 1118.380371
	Iteration 4F: 3 clusters Score -1.017908e+07 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 181617 members 
Entering Unmasked Estep 
Score: -10197479.000000 Penalty: 1118.380371
	Iteration 5F: 3 clusters Score -1.019748e+07 nChanged 18443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 200016 members 
Entering Unmasked Estep 
Score: -10217236.000000 Penalty: 1118.380371
	Iteration 6F: 3 clusters Score -1.021724e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 211703 members 
Entering Unmasked Estep 
Score: -10230017.000000 Penalty: 1118.380371
	Iteration 7F: 3 clusters Score -1.023002e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 216004 members 
Entering Unmasked Estep 
Score: -10232936.000000 Penalty: 1118.380371
	Iteration 8Q: 3 clusters Score -1.023294e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 217019 members 
Entering Unmasked Estep 
Score: -10233472.000000 Penalty: 1118.380371
	Iteration 9Q: 3 clusters Score -1.023347e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217271 members 
Entering Unmasked Estep 
Score: -10233591.000000 Penalty: 1118.380371
	Iteration 10Q: 3 clusters Score -1.023359e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 217326 members 
Entering Unmasked Estep 
Score: -10233624.000000 Penalty: 1118.380371
	Iteration 11Q: 3 clusters Score -1.023362e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 217348 members 
Entering Unmasked Estep 
Score: -10233628.000000 Penalty: 1118.380371
	Iteration 12Q: 3 clusters Score -1.023363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 217354 members 
Entering Unmasked Estep 
Score: -10233634.000000 Penalty: 1118.380371
	Iteration 13Q: 3 clusters Score -1.023363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 217357 members 
Entering Unmasked Estep 
Score: -10233648.000000 Penalty: 1118.380371
	Iteration 14Q: 3 clusters Score -1.023365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 217360 members 
Entering Unmasked Estep 
Score: -10233652.000000 Penalty: 1118.380371
	Iteration 15Q: 3 clusters Score -1.023365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 217363 members 
Entering Unmasked Estep 
Score: -10233655.000000 Penalty: 1118.380371
	Iteration 16Q: 3 clusters Score -1.023366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 217364 members 
Entering Unmasked Estep 
Score: -10233650.000000 Penalty: 1118.380371
	Iteration 17Q: 3 clusters Score -1.023365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 217366 members 
Entering Unmasked Estep 
Score: -10233655.000000 Penalty: 1118.380371
	Iteration 18Q: 3 clusters Score -1.023366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 217365 members 
Entering Unmasked Estep 
Score: -10233656.000000 Penalty: 1118.380371
	Iteration 19Q: 3 clusters Score -1.023366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 217365 members 
Entering Unmasked Estep 
Score: -10233656.000000 Penalty: 1118.380371
	Iteration 20F: 3 clusters Score -1.023366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (127603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127603 members 
Entering Unmasked Estep 
Score: -6397525.500000 Penalty: 534.928894
	Iteration 0F: 2 clusters Score -6397526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -6320653.000000 Penalty: 1069.857788
	Iteration 0F: 3 clusters Score -6320653 nChanged 62642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -6361563.000000 Penalty: 1069.857788
	Iteration 1F: 3 clusters Score -6361563 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -6368167.000000 Penalty: 1069.857788
	Iteration 2F: 3 clusters Score -6368167 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -6378399.500000 Penalty: 1069.857788
	Iteration 3F: 3 clusters Score -6378400 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -6389950.000000 Penalty: 1069.857788
	Iteration 4F: 3 clusters Score -6389950 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -6396581.500000 Penalty: 1069.857788
	Iteration 5F: 3 clusters Score -6396582 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -6398582.000000 Penalty: 1069.857788
	Iteration 6Q: 3 clusters Score -6398582 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -6399332.500000 Penalty: 1069.857788
	Iteration 7Q: 3 clusters Score -6399332 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
Score: -6399962.500000 Penalty: 1069.857788
	Iteration 8Q: 3 clusters Score -6399962 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -6400525.500000 Penalty: 1069.857788
	Iteration 9Q: 3 clusters Score -6400526 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -6401047.500000 Penalty: 1069.857788
	Iteration 10Q: 3 clusters Score -6401048 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -6401506.500000 Penalty: 1069.857788
	Iteration 11Q: 3 clusters Score -6401506 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -6402036.500000 Penalty: 1069.857788
	Iteration 12Q: 3 clusters Score -6402036 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -6402549.500000 Penalty: 1069.857788
	Iteration 13Q: 3 clusters Score -6402550 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -6402984.000000 Penalty: 1069.857788
	Iteration 14Q: 3 clusters Score -6402984 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -6403353.000000 Penalty: 1069.857788
	Iteration 15Q: 3 clusters Score -6403353 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -6403591.000000 Penalty: 1069.857788
	Iteration 16Q: 3 clusters Score -6403591 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -6403727.500000 Penalty: 1069.857788
	Iteration 17Q: 3 clusters Score -6403728 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -6403888.000000 Penalty: 1069.857788
	Iteration 18Q: 3 clusters Score -6403888 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -6403951.500000 Penalty: 1069.857788
	Iteration 19Q: 3 clusters Score -6403952 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -6403973.000000 Penalty: 1069.857788
	Iteration 20F: 3 clusters Score -6403973 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -6404011.500000 Penalty: 1069.857788
	Iteration 21Q: 3 clusters Score -6404012 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -6404020.000000 Penalty: 1069.857788
	Iteration 22Q: 3 clusters Score -6404020 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -6404020.000000 Penalty: 1069.857788
	Iteration 23Q: 3 clusters Score -6404020 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -6404034.500000 Penalty: 1069.857788
	Iteration 24Q: 3 clusters Score -6404034 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -6404047.000000 Penalty: 1069.857788
	Iteration 25Q: 3 clusters Score -6404047 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -6404055.500000 Penalty: 1069.857788
	Iteration 26Q: 3 clusters Score -6404056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -6404049.500000 Penalty: 1069.857788
	Iteration 27Q: 3 clusters Score -6404050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -6404035.500000 Penalty: 1069.857788
	Iteration 28Q: 3 clusters Score -6404036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -6404035.500000 Penalty: 1069.857788
	Iteration 29Q: 3 clusters Score -6404036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -6404034.500000 Penalty: 1069.857788
	Iteration 30Q: 3 clusters Score -6404034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -6404026.000000 Penalty: 1069.857788
	Iteration 31Q: 3 clusters Score -6404026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -6404036.500000 Penalty: 1069.857788
	Iteration 32Q: 3 clusters Score -6404036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -6404044.500000 Penalty: 1069.857788
	Iteration 33Q: 3 clusters Score -6404044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -6404045.000000 Penalty: 1069.857788
	Iteration 34Q: 3 clusters Score -6404045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -6404046.000000 Penalty: 1069.857788
	Iteration 35Q: 3 clusters Score -6404046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -6404059.000000 Penalty: 1069.857788
	Iteration 36Q: 3 clusters Score -6404059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -6404058.000000 Penalty: 1069.857788
	Iteration 37Q: 3 clusters Score -6404058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -6404050.500000 Penalty: 1069.857788
	Iteration 38Q: 3 clusters Score -6404050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -6404053.000000 Penalty: 1069.857788
	Iteration 39Q: 3 clusters Score -6404053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -6404056.500000 Penalty: 1069.857788
	Iteration 40F: 3 clusters Score -6404056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -6404050.000000 Penalty: 1069.857788
	Iteration 41Q: 3 clusters Score -6404050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -6404051.000000 Penalty: 1069.857788
	Iteration 42Q: 3 clusters Score -6404051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -6404052.500000 Penalty: 1069.857788
	Iteration 43Q: 3 clusters Score -6404052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -6404053.500000 Penalty: 1069.857788
	Iteration 44Q: 3 clusters Score -6404054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -6404057.000000 Penalty: 1069.857788
	Iteration 45Q: 3 clusters Score -6404057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -6404062.500000 Penalty: 1069.857788
	Iteration 46Q: 3 clusters Score -6404062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -6404061.500000 Penalty: 1069.857788
	Iteration 47Q: 3 clusters Score -6404062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -6404060.000000 Penalty: 1069.857788
	Iteration 48Q: 3 clusters Score -6404060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -6404060.000000 Penalty: 1069.857788
	Iteration 49Q: 3 clusters Score -6404060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -6404061.500000 Penalty: 1069.857788
	Iteration 50Q: 3 clusters Score -6404062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -6404061.500000 Penalty: 1069.857788
	Iteration 51Q: 3 clusters Score -6404062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -6404061.000000 Penalty: 1069.857788
	Iteration 52Q: 3 clusters Score -6404061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -6404060.000000 Penalty: 1069.857788
	Iteration 53Q: 3 clusters Score -6404060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -6404060.500000 Penalty: 1069.857788
	Iteration 54Q: 3 clusters Score -6404060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -6404058.000000 Penalty: 1069.857788
	Iteration 55Q: 3 clusters Score -6404058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -6404058.000000 Penalty: 1069.857788
	Iteration 56Q: 3 clusters Score -6404058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -6404061.500000 Penalty: 1069.857788
	Iteration 57Q: 3 clusters Score -6404062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -6404061.500000 Penalty: 1069.857788
	Iteration 58F: 3 clusters Score -6404062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 77115 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 168339 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 50488 members 
Entering Unmasked Estep 
Score: -90624064.000000 Penalty: 36923.910156
Splitting cluster 8 changes total score from -90631744.000000 to -90624064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (37045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Entering Unmasked Estep 
Score: -1741594.000000 Penalty: 478.654938
	Iteration 0F: 2 clusters Score -1741594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -1716819.875000 Penalty: 957.309875
	Iteration 0F: 3 clusters Score -1716820 nChanged 17750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -1727470.875000 Penalty: 957.309875
	Iteration 1F: 3 clusters Score -1727471 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -1728306.625000 Penalty: 957.309875
	Iteration 2Q: 3 clusters Score -1728307 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -1729647.875000 Penalty: 957.309875
	Iteration 3F: 3 clusters Score -1729648 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -1731770.625000 Penalty: 957.309875
	Iteration 4F: 3 clusters Score -1731771 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -1734706.500000 Penalty: 957.309875
	Iteration 5F: 3 clusters Score -1734706 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -1737815.875000 Penalty: 957.309875
	Iteration 6F: 3 clusters Score -1737816 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -1739884.625000 Penalty: 957.309875
	Iteration 7F: 3 clusters Score -1739885 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -1740717.250000 Penalty: 957.309875
	Iteration 8Q: 3 clusters Score -1740717 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -1740998.250000 Penalty: 957.309875
	Iteration 9Q: 3 clusters Score -1740998 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -1741094.500000 Penalty: 957.309875
	Iteration 10Q: 3 clusters Score -1741094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -1741135.750000 Penalty: 957.309875
	Iteration 11Q: 3 clusters Score -1741136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -1741152.250000 Penalty: 957.309875
	Iteration 12Q: 3 clusters Score -1741152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -1741159.625000 Penalty: 957.309875
	Iteration 13Q: 3 clusters Score -1741160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -1741164.000000 Penalty: 957.309875
	Iteration 14Q: 3 clusters Score -1741164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -1741166.750000 Penalty: 957.309875
	Iteration 15Q: 3 clusters Score -1741167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -1741166.750000 Penalty: 957.309875
	Iteration 16F: 3 clusters Score -1741167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -60412.269531 Penalty: 326.449951
	Iteration 0F: 2 clusters Score -60412.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -59421.867188 Penalty: 652.899902
	Iteration 0F: 3 clusters Score -59421.87 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -59698.578125 Penalty: 652.899902
	Iteration 1F: 3 clusters Score -59698.58 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -59752.285156 Penalty: 652.899902
	Iteration 2F: 3 clusters Score -59752.29 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -59806.550781 Penalty: 652.899902
	Iteration 3F: 3 clusters Score -59806.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -59872.921875 Penalty: 652.899902
	Iteration 4F: 3 clusters Score -59872.92 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -59929.812500 Penalty: 652.899902
	Iteration 5F: 3 clusters Score -59929.81 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -59976.437500 Penalty: 652.899902
	Iteration 6Q: 3 clusters Score -59976.44 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -60010.496094 Penalty: 652.899902
	Iteration 7Q: 3 clusters Score -60010.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -60028.304688 Penalty: 652.899902
	Iteration 8Q: 3 clusters Score -60028.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -60039.351562 Penalty: 652.899902
	Iteration 9Q: 3 clusters Score -60039.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -60049.996094 Penalty: 652.899902
	Iteration 10Q: 3 clusters Score -60050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -60059.558594 Penalty: 652.899902
	Iteration 11Q: 3 clusters Score -60059.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -60068.792969 Penalty: 652.899902
	Iteration 12Q: 3 clusters Score -60068.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -60077.550781 Penalty: 652.899902
	Iteration 13Q: 3 clusters Score -60077.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -60091.527344 Penalty: 652.899902
	Iteration 14Q: 3 clusters Score -60091.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -60097.730469 Penalty: 652.899902
	Iteration 15Q: 3 clusters Score -60097.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -60103.718750 Penalty: 652.899902
	Iteration 16Q: 3 clusters Score -60103.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -60106.332031 Penalty: 652.899902
	Iteration 17Q: 3 clusters Score -60106.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -60109.128906 Penalty: 652.899902
	Iteration 18Q: 3 clusters Score -60109.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -60110.863281 Penalty: 652.899902
	Iteration 19Q: 3 clusters Score -60110.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -60112.882812 Penalty: 652.899902
	Iteration 20F: 3 clusters Score -60112.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -60115.128906 Penalty: 652.899902
	Iteration 21Q: 3 clusters Score -60115.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -60119.867188 Penalty: 652.899902
	Iteration 22Q: 3 clusters Score -60119.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -60132.179688 Penalty: 652.899902
	Iteration 23Q: 3 clusters Score -60132.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -60148.093750 Penalty: 652.899902
	Iteration 24Q: 3 clusters Score -60148.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -60161.308594 Penalty: 652.899902
	Iteration 25Q: 3 clusters Score -60161.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -60167.121094 Penalty: 652.899902
	Iteration 26Q: 3 clusters Score -60167.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -60167.644531 Penalty: 652.899902
	Iteration 27Q: 3 clusters Score -60167.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -60167.847656 Penalty: 652.899902
	Iteration 28Q: 3 clusters Score -60167.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -60167.859375 Penalty: 652.899902
	Iteration 29Q: 3 clusters Score -60167.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -60168.027344 Penalty: 652.899902
	Iteration 30Q: 3 clusters Score -60168.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -60168.027344 Penalty: 652.899902
	Iteration 31F: 3 clusters Score -60168.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Entering Unmasked Estep 
Score: -348061.812500 Penalty: 405.609375
	Iteration 0F: 2 clusters Score -348061.8 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 3695 members 
Entering Unmasked Estep 
Score: -343065.718750 Penalty: 811.218750
	Iteration 0F: 3 clusters Score -343065.7 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -345003.031250 Penalty: 811.218750
	Iteration 1F: 3 clusters Score -345003 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -345195.093750 Penalty: 811.218750
	Iteration 2F: 3 clusters Score -345195.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -345403.250000 Penalty: 811.218750
	Iteration 3F: 3 clusters Score -345403.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -345642.375000 Penalty: 811.218750
	Iteration 4F: 3 clusters Score -345642.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -345950.312500 Penalty: 811.218750
	Iteration 5F: 3 clusters Score -345950.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -346344.062500 Penalty: 811.218750
	Iteration 6F: 3 clusters Score -346344.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -346730.875000 Penalty: 811.218750
	Iteration 7F: 3 clusters Score -346730.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -347014.937500 Penalty: 811.218750
	Iteration 8Q: 3 clusters Score -347014.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -347165.125000 Penalty: 811.218750
	Iteration 9Q: 3 clusters Score -347165.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -347245.750000 Penalty: 811.218750
	Iteration 10Q: 3 clusters Score -347245.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -347296.218750 Penalty: 811.218750
	Iteration 11Q: 3 clusters Score -347296.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -347331.375000 Penalty: 811.218750
	Iteration 12Q: 3 clusters Score -347331.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -347364.812500 Penalty: 811.218750
	Iteration 13Q: 3 clusters Score -347364.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -347404.468750 Penalty: 811.218750
	Iteration 14Q: 3 clusters Score -347404.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -347442.218750 Penalty: 811.218750
	Iteration 15Q: 3 clusters Score -347442.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -347484.468750 Penalty: 811.218750
	Iteration 16Q: 3 clusters Score -347484.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -347509.937500 Penalty: 811.218750
	Iteration 17Q: 3 clusters Score -347509.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -347531.843750 Penalty: 811.218750
	Iteration 18Q: 3 clusters Score -347531.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -347553.218750 Penalty: 811.218750
	Iteration 19Q: 3 clusters Score -347553.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -347574.531250 Penalty: 811.218750
	Iteration 20F: 3 clusters Score -347574.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -347593.687500 Penalty: 811.218750
	Iteration 21Q: 3 clusters Score -347593.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -347613.906250 Penalty: 811.218750
	Iteration 22Q: 3 clusters Score -347613.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -347632.531250 Penalty: 811.218750
	Iteration 23Q: 3 clusters Score -347632.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -347644.375000 Penalty: 811.218750
	Iteration 24Q: 3 clusters Score -347644.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -347650.656250 Penalty: 811.218750
	Iteration 25Q: 3 clusters Score -347650.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -347654.312500 Penalty: 811.218750
	Iteration 26Q: 3 clusters Score -347654.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -347659.437500 Penalty: 811.218750
	Iteration 27Q: 3 clusters Score -347659.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -347663.812500 Penalty: 811.218750
	Iteration 28Q: 3 clusters Score -347663.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -347667.281250 Penalty: 811.218750
	Iteration 29Q: 3 clusters Score -347667.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -347670.437500 Penalty: 811.218750
	Iteration 30Q: 3 clusters Score -347670.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -347673.093750 Penalty: 811.218750
	Iteration 31Q: 3 clusters Score -347673.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -347676.625000 Penalty: 811.218750
	Iteration 32Q: 3 clusters Score -347676.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -347680.468750 Penalty: 811.218750
	Iteration 33Q: 3 clusters Score -347680.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -347685.562500 Penalty: 811.218750
	Iteration 34Q: 3 clusters Score -347685.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -347688.500000 Penalty: 811.218750
	Iteration 35Q: 3 clusters Score -347688.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -347690.531250 Penalty: 811.218750
	Iteration 36Q: 3 clusters Score -347690.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -347692.843750 Penalty: 811.218750
	Iteration 37Q: 3 clusters Score -347692.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -347694.156250 Penalty: 811.218750
	Iteration 38Q: 3 clusters Score -347694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -347695.906250 Penalty: 811.218750
	Iteration 39Q: 3 clusters Score -347695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -347699.500000 Penalty: 811.218750
	Iteration 40F: 3 clusters Score -347699.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -347703.031250 Penalty: 811.218750
	Iteration 41Q: 3 clusters Score -347703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -347704.968750 Penalty: 811.218750
	Iteration 42Q: 3 clusters Score -347705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -347705.406250 Penalty: 811.218750
	Iteration 43Q: 3 clusters Score -347705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -347706.593750 Penalty: 811.218750
	Iteration 44Q: 3 clusters Score -347706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -347707.718750 Penalty: 811.218750
	Iteration 45Q: 3 clusters Score -347707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -347707.937500 Penalty: 811.218750
	Iteration 46Q: 3 clusters Score -347707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -347708.312500 Penalty: 811.218750
	Iteration 47Q: 3 clusters Score -347708.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -347708.312500 Penalty: 811.218750
	Iteration 48F: 3 clusters Score -347708.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Entering Unmasked Estep 
Score: -2692097.750000 Penalty: 499.616699
	Iteration 0F: 2 clusters Score -2692098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -2652672.250000 Penalty: 999.233398
	Iteration 0F: 3 clusters Score -2652672 nChanged 28439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -2670223.750000 Penalty: 999.233398
	Iteration 1F: 3 clusters Score -2670224 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -2671052.500000 Penalty: 999.233398
	Iteration 2Q: 3 clusters Score -2671052 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -2672042.500000 Penalty: 999.233398
	Iteration 3Q: 3 clusters Score -2672042 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -2673300.750000 Penalty: 999.233398
	Iteration 4Q: 3 clusters Score -2673301 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -2675009.000000 Penalty: 999.233398
	Iteration 5F: 3 clusters Score -2675009 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -2677616.000000 Penalty: 999.233398
	Iteration 6F: 3 clusters Score -2677616 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -2680847.750000 Penalty: 999.233398
	Iteration 7F: 3 clusters Score -2680848 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -2683434.250000 Penalty: 999.233398
	Iteration 8F: 3 clusters Score -2683434 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -2684682.750000 Penalty: 999.233398
	Iteration 9Q: 3 clusters Score -2684683 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -2685384.250000 Penalty: 999.233398
	Iteration 10Q: 3 clusters Score -2685384 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -2685948.250000 Penalty: 999.233398
	Iteration 11Q: 3 clusters Score -2685948 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -2686488.500000 Penalty: 999.233398
	Iteration 12Q: 3 clusters Score -2686488 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -2687039.250000 Penalty: 999.233398
	Iteration 13Q: 3 clusters Score -2687039 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -2687535.000000 Penalty: 999.233398
	Iteration 14Q: 3 clusters Score -2687535 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -2688056.250000 Penalty: 999.233398
	Iteration 15Q: 3 clusters Score -2688056 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -2688531.250000 Penalty: 999.233398
	Iteration 16Q: 3 clusters Score -2688531 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -2688969.500000 Penalty: 999.233398
	Iteration 17Q: 3 clusters Score -2688970 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -2689338.250000 Penalty: 999.233398
	Iteration 18Q: 3 clusters Score -2689338 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -2689678.750000 Penalty: 999.233398
	Iteration 19Q: 3 clusters Score -2689679 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -2689958.250000 Penalty: 999.233398
	Iteration 20F: 3 clusters Score -2689958 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -2690213.250000 Penalty: 999.233398
	Iteration 21Q: 3 clusters Score -2690213 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -2690388.000000 Penalty: 999.233398
	Iteration 22Q: 3 clusters Score -2690388 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -2690583.750000 Penalty: 999.233398
	Iteration 23Q: 3 clusters Score -2690584 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -2690737.250000 Penalty: 999.233398
	Iteration 24Q: 3 clusters Score -2690737 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -2690867.000000 Penalty: 999.233398
	Iteration 25Q: 3 clusters Score -2690867 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -2690994.750000 Penalty: 999.233398
	Iteration 26Q: 3 clusters Score -2690995 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -2691098.000000 Penalty: 999.233398
	Iteration 27Q: 3 clusters Score -2691098 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -2691185.000000 Penalty: 999.233398
	Iteration 28Q: 3 clusters Score -2691185 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -2691273.000000 Penalty: 999.233398
	Iteration 29Q: 3 clusters Score -2691273 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -2691354.250000 Penalty: 999.233398
	Iteration 30Q: 3 clusters Score -2691354 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -2691430.250000 Penalty: 999.233398
	Iteration 31Q: 3 clusters Score -2691430 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -2691481.250000 Penalty: 999.233398
	Iteration 32Q: 3 clusters Score -2691481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -2691507.500000 Penalty: 999.233398
	Iteration 33Q: 3 clusters Score -2691508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
Score: -2691527.750000 Penalty: 999.233398
	Iteration 34Q: 3 clusters Score -2691528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -2691555.500000 Penalty: 999.233398
	Iteration 35Q: 3 clusters Score -2691556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -2691573.250000 Penalty: 999.233398
	Iteration 36Q: 3 clusters Score -2691573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -2691585.500000 Penalty: 999.233398
	Iteration 37Q: 3 clusters Score -2691586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -2691592.250000 Penalty: 999.233398
	Iteration 38Q: 3 clusters Score -2691592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -2691602.000000 Penalty: 999.233398
	Iteration 39Q: 3 clusters Score -2691602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -2691611.250000 Penalty: 999.233398
	Iteration 40F: 3 clusters Score -2691611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -2691619.000000 Penalty: 999.233398
	Iteration 41Q: 3 clusters Score -2691619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -2691629.250000 Penalty: 999.233398
	Iteration 42Q: 3 clusters Score -2691629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -2691637.250000 Penalty: 999.233398
	Iteration 43Q: 3 clusters Score -2691637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -2691638.500000 Penalty: 999.233398
	Iteration 44Q: 3 clusters Score -2691638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -2691639.250000 Penalty: 999.233398
	Iteration 45Q: 3 clusters Score -2691639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -2691644.250000 Penalty: 999.233398
	Iteration 46Q: 3 clusters Score -2691644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -2691642.000000 Penalty: 999.233398
	Iteration 47Q: 3 clusters Score -2691642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -2691645.000000 Penalty: 999.233398
	Iteration 48Q: 3 clusters Score -2691645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -2691650.250000 Penalty: 999.233398
	Iteration 49Q: 3 clusters Score -2691650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -2691656.250000 Penalty: 999.233398
	Iteration 50Q: 3 clusters Score -2691656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -2691661.750000 Penalty: 999.233398
	Iteration 51Q: 3 clusters Score -2691662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 58312 members 
Entering Unmasked Estep 
Score: -2691668.500000 Penalty: 999.233398
	Iteration 52Q: 3 clusters Score -2691668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -2691668.750000 Penalty: 999.233398
	Iteration 53Q: 3 clusters Score -2691669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -2691671.000000 Penalty: 999.233398
	Iteration 54Q: 3 clusters Score -2691671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
Score: -2691674.000000 Penalty: 999.233398
	Iteration 55Q: 3 clusters Score -2691674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -2691678.500000 Penalty: 999.233398
	Iteration 56Q: 3 clusters Score -2691678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -2691684.250000 Penalty: 999.233398
	Iteration 57Q: 3 clusters Score -2691684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -2691685.500000 Penalty: 999.233398
	Iteration 58Q: 3 clusters Score -2691686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -2691687.000000 Penalty: 999.233398
	Iteration 59Q: 3 clusters Score -2691687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -2691690.250000 Penalty: 999.233398
	Iteration 60F: 3 clusters Score -2691690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -2691690.750000 Penalty: 999.233398
	Iteration 61Q: 3 clusters Score -2691691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -2691691.500000 Penalty: 999.233398
	Iteration 62Q: 3 clusters Score -2691692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -2691691.750000 Penalty: 999.233398
	Iteration 63Q: 3 clusters Score -2691692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -2691695.250000 Penalty: 999.233398
	Iteration 64Q: 3 clusters Score -2691695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -2691697.000000 Penalty: 999.233398
	Iteration 65Q: 3 clusters Score -2691697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -2691702.250000 Penalty: 999.233398
	Iteration 66Q: 3 clusters Score -2691702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -2691700.500000 Penalty: 999.233398
	Iteration 67Q: 3 clusters Score -2691700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -2691701.500000 Penalty: 999.233398
	Iteration 68Q: 3 clusters Score -2691702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -2691700.500000 Penalty: 999.233398
	Iteration 69Q: 3 clusters Score -2691700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -2691700.500000 Penalty: 999.233398
	Iteration 70F: 3 clusters Score -2691700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -30547.076172 Penalty: 294.067841
	Iteration 0F: 2 clusters Score -30547.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29984.884766 Penalty: 588.135681
	Iteration 0F: 3 clusters Score -29984.88 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30131.855469 Penalty: 588.135681
	Iteration 1F: 3 clusters Score -30131.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30160.441406 Penalty: 588.135681
	Iteration 2F: 3 clusters Score -30160.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30179.949219 Penalty: 588.135681
	Iteration 3Q: 3 clusters Score -30179.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30201.062500 Penalty: 588.135681
	Iteration 4Q: 3 clusters Score -30201.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30214.367188 Penalty: 588.135681
	Iteration 5Q: 3 clusters Score -30214.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30224.093750 Penalty: 588.135681
	Iteration 6Q: 3 clusters Score -30224.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30229.589844 Penalty: 588.135681
	Iteration 7Q: 3 clusters Score -30229.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30235.341797 Penalty: 588.135681
	Iteration 8Q: 3 clusters Score -30235.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30244.683594 Penalty: 588.135681
	Iteration 9Q: 3 clusters Score -30244.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30248.873047 Penalty: 588.135681
	Iteration 10Q: 3 clusters Score -30248.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30256.322266 Penalty: 588.135681
	Iteration 11Q: 3 clusters Score -30256.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30262.656250 Penalty: 588.135681
	Iteration 12Q: 3 clusters Score -30262.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30272.353516 Penalty: 588.135681
	Iteration 13Q: 3 clusters Score -30272.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30281.855469 Penalty: 588.135681
	Iteration 14Q: 3 clusters Score -30281.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30296.773438 Penalty: 588.135681
	Iteration 15Q: 3 clusters Score -30296.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30308.435547 Penalty: 588.135681
	Iteration 16Q: 3 clusters Score -30308.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30314.492188 Penalty: 588.135681
	Iteration 17Q: 3 clusters Score -30314.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30316.974609 Penalty: 588.135681
	Iteration 18Q: 3 clusters Score -30316.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30316.974609 Penalty: 588.135681
	Iteration 19F: 3 clusters Score -30316.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -254156.781250 Penalty: 391.076111
	Iteration 0F: 2 clusters Score -254156.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -250474.343750 Penalty: 782.152222
	Iteration 0F: 3 clusters Score -250474.3 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -251999.781250 Penalty: 782.152222
	Iteration 1F: 3 clusters Score -251999.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -252312.250000 Penalty: 782.152222
	Iteration 2F: 3 clusters Score -252312.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -252623.828125 Penalty: 782.152222
	Iteration 3F: 3 clusters Score -252623.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -252941.734375 Penalty: 782.152222
	Iteration 4F: 3 clusters Score -252941.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -253166.250000 Penalty: 782.152222
	Iteration 5F: 3 clusters Score -253166.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -253328.046875 Penalty: 782.152222
	Iteration 6Q: 3 clusters Score -253328 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -253450.328125 Penalty: 782.152222
	Iteration 7Q: 3 clusters Score -253450.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253547.109375 Penalty: 782.152222
	Iteration 8Q: 3 clusters Score -253547.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -253620.890625 Penalty: 782.152222
	Iteration 9Q: 3 clusters Score -253620.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -253671.078125 Penalty: 782.152222
	Iteration 10Q: 3 clusters Score -253671.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -253711.734375 Penalty: 782.152222
	Iteration 11Q: 3 clusters Score -253711.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -253757.265625 Penalty: 782.152222
	Iteration 12Q: 3 clusters Score -253757.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -253786.765625 Penalty: 782.152222
	Iteration 13Q: 3 clusters Score -253786.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -253808.578125 Penalty: 782.152222
	Iteration 14Q: 3 clusters Score -253808.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -253828.937500 Penalty: 782.152222
	Iteration 15Q: 3 clusters Score -253828.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -253862.687500 Penalty: 782.152222
	Iteration 16Q: 3 clusters Score -253862.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -253888.890625 Penalty: 782.152222
	Iteration 17Q: 3 clusters Score -253888.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -253908.546875 Penalty: 782.152222
	Iteration 18Q: 3 clusters Score -253908.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -253921.093750 Penalty: 782.152222
	Iteration 19Q: 3 clusters Score -253921.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -253931.640625 Penalty: 782.152222
	Iteration 20F: 3 clusters Score -253931.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -253938.265625 Penalty: 782.152222
	Iteration 21Q: 3 clusters Score -253938.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -253944.562500 Penalty: 782.152222
	Iteration 22Q: 3 clusters Score -253944.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -253952.484375 Penalty: 782.152222
	Iteration 23Q: 3 clusters Score -253952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -253955.093750 Penalty: 782.152222
	Iteration 24Q: 3 clusters Score -253955.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -253955.921875 Penalty: 782.152222
	Iteration 25Q: 3 clusters Score -253955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -253957.843750 Penalty: 782.152222
	Iteration 26Q: 3 clusters Score -253957.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -253959.859375 Penalty: 782.152222
	Iteration 27Q: 3 clusters Score -253959.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -253961.000000 Penalty: 782.152222
	Iteration 28Q: 3 clusters Score -253961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -253962.906250 Penalty: 782.152222
	Iteration 29Q: 3 clusters Score -253962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -253964.843750 Penalty: 782.152222
	Iteration 30Q: 3 clusters Score -253964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -253965.875000 Penalty: 782.152222
	Iteration 31Q: 3 clusters Score -253965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -253966.656250 Penalty: 782.152222
	Iteration 32Q: 3 clusters Score -253966.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -253966.656250 Penalty: 782.152222
	Iteration 33F: 3 clusters Score -253966.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -86655.820312 Penalty: 339.765381
	Iteration 0F: 2 clusters Score -86655.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -85369.968750 Penalty: 679.530762
	Iteration 0F: 3 clusters Score -85369.97 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -85820.593750 Penalty: 679.530762
	Iteration 1F: 3 clusters Score -85820.59 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -85900.429688 Penalty: 679.530762
	Iteration 2F: 3 clusters Score -85900.43 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -85973.656250 Penalty: 679.530762
	Iteration 3F: 3 clusters Score -85973.66 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -86037.265625 Penalty: 679.530762
	Iteration 4Q: 3 clusters Score -86037.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -86083.750000 Penalty: 679.530762
	Iteration 5Q: 3 clusters Score -86083.75 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -86128.593750 Penalty: 679.530762
	Iteration 6Q: 3 clusters Score -86128.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -86161.984375 Penalty: 679.530762
	Iteration 7Q: 3 clusters Score -86161.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -86180.187500 Penalty: 679.530762
	Iteration 8Q: 3 clusters Score -86180.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -86197.031250 Penalty: 679.530762
	Iteration 9Q: 3 clusters Score -86197.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -86207.960938 Penalty: 679.530762
	Iteration 10Q: 3 clusters Score -86207.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -86214.265625 Penalty: 679.530762
	Iteration 11Q: 3 clusters Score -86214.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -86219.226562 Penalty: 679.530762
	Iteration 12Q: 3 clusters Score -86219.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -86225.031250 Penalty: 679.530762
	Iteration 13Q: 3 clusters Score -86225.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -86233.328125 Penalty: 679.530762
	Iteration 14Q: 3 clusters Score -86233.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -86249.515625 Penalty: 679.530762
	Iteration 15Q: 3 clusters Score -86249.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -86264.468750 Penalty: 679.530762
	Iteration 16Q: 3 clusters Score -86264.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -86275.093750 Penalty: 679.530762
	Iteration 17Q: 3 clusters Score -86275.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -86281.343750 Penalty: 679.530762
	Iteration 18Q: 3 clusters Score -86281.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -86287.757812 Penalty: 679.530762
	Iteration 19Q: 3 clusters Score -86287.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -86292.968750 Penalty: 679.530762
	Iteration 20F: 3 clusters Score -86292.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -86297.398438 Penalty: 679.530762
	Iteration 21Q: 3 clusters Score -86297.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -86301.335938 Penalty: 679.530762
	Iteration 22Q: 3 clusters Score -86301.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -86304.656250 Penalty: 679.530762
	Iteration 23Q: 3 clusters Score -86304.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -86308.273438 Penalty: 679.530762
	Iteration 24Q: 3 clusters Score -86308.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -86313.500000 Penalty: 679.530762
	Iteration 25Q: 3 clusters Score -86313.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -86317.617188 Penalty: 679.530762
	Iteration 26Q: 3 clusters Score -86317.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -86320.593750 Penalty: 679.530762
	Iteration 27Q: 3 clusters Score -86320.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -86323.421875 Penalty: 679.530762
	Iteration 28Q: 3 clusters Score -86323.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -86324.929688 Penalty: 679.530762
	Iteration 29Q: 3 clusters Score -86324.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -86326.109375 Penalty: 679.530762
	Iteration 30Q: 3 clusters Score -86326.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -86326.234375 Penalty: 679.530762
	Iteration 31Q: 3 clusters Score -86326.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -86326.351562 Penalty: 679.530762
	Iteration 32Q: 3 clusters Score -86326.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -86326.507812 Penalty: 679.530762
	Iteration 33Q: 3 clusters Score -86326.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -86326.507812 Penalty: 679.530762
	Iteration 34F: 3 clusters Score -86326.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72182 members 
Entering Unmasked Estep 
Score: -3595636.750000 Penalty: 509.006042
	Iteration 0F: 2 clusters Score -3595637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -3546984.000000 Penalty: 1018.012085
	Iteration 0F: 3 clusters Score -3546984 nChanged 35287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -3568761.750000 Penalty: 1018.012085
	Iteration 1F: 3 clusters Score -3568762 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -3570644.250000 Penalty: 1018.012085
	Iteration 2F: 3 clusters Score -3570644 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -3574252.750000 Penalty: 1018.012085
	Iteration 3F: 3 clusters Score -3574253 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -3579836.250000 Penalty: 1018.012085
	Iteration 4F: 3 clusters Score -3579836 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -3586259.750000 Penalty: 1018.012085
	Iteration 5F: 3 clusters Score -3586260 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -3591039.250000 Penalty: 1018.012085
	Iteration 6F: 3 clusters Score -3591039 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -3593540.000000 Penalty: 1018.012085
	Iteration 7Q: 3 clusters Score -3593540 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -3594694.000000 Penalty: 1018.012085
	Iteration 8Q: 3 clusters Score -3594694 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -3595032.750000 Penalty: 1018.012085
	Iteration 9Q: 3 clusters Score -3595033 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -3595130.750000 Penalty: 1018.012085
	Iteration 10Q: 3 clusters Score -3595131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 72142 members 
Entering Unmasked Estep 
Score: -3595159.000000 Penalty: 1018.012085
	Iteration 11Q: 3 clusters Score -3595159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 72145 members 
Entering Unmasked Estep 
Score: -3595169.750000 Penalty: 1018.012085
	Iteration 12Q: 3 clusters Score -3595170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -3595172.000000 Penalty: 1018.012085
	Iteration 13Q: 3 clusters Score -3595172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -3595173.250000 Penalty: 1018.012085
	Iteration 14Q: 3 clusters Score -3595173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -3595173.250000 Penalty: 1018.012085
	Iteration 15F: 3 clusters Score -3595173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -15699.720703 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -15699.72 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 184 members 
Entering Unmasked Estep 
Score: -15333.926758 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -15333.93 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15573.870117 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -15573.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15699.110352 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -15699.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15778.588867 Penalty: 532.288574
	Iteration 3F: 3 clusters Score -15778.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15833.806641 Penalty: 532.288574
	Iteration 4F: 3 clusters Score -15833.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15877.850586 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -15877.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15922.696289 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -15922.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16064.291992 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -16064.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16080.833008 Penalty: 532.288574
	Iteration 8Q: 3 clusters Score -16080.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16108.168945 Penalty: 532.288574
	Iteration 9Q: 3 clusters Score -16108.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16142.133789 Penalty: 532.288574
	Iteration 10Q: 3 clusters Score -16142.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16145.389648 Penalty: 532.288574
	Iteration 11Q: 3 clusters Score -16145.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16145.389648 Penalty: 532.288574
	Iteration 12F: 3 clusters Score -16145.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 147 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 168339 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 200 members 
Entering Unmasked Estep 
Score: -90618296.000000 Penalty: 36923.910156
Splitting cluster 17 changes total score from -90631744.000000 to -90618296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (121372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121372 members 
Entering Unmasked Estep 
Score: -5914871.000000 Penalty: 532.651001
	Iteration 0F: 2 clusters Score -5914871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -5833566.000000 Penalty: 1065.302002
	Iteration 0F: 3 clusters Score -5833566 nChanged 59310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -5873985.000000 Penalty: 1065.302002
	Iteration 1F: 3 clusters Score -5873985 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -5879045.000000 Penalty: 1065.302002
	Iteration 2F: 3 clusters Score -5879045 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -5886659.500000 Penalty: 1065.302002
	Iteration 3F: 3 clusters Score -5886660 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 102015 members 
Entering Unmasked Estep 
Score: -5896117.000000 Penalty: 1065.302002
	Iteration 4F: 3 clusters Score -5896117 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 110250 members 
Entering Unmasked Estep 
Score: -5904386.000000 Penalty: 1065.302002
	Iteration 5F: 3 clusters Score -5904386 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 115749 members 
Entering Unmasked Estep 
Score: -5909634.500000 Penalty: 1065.302002
	Iteration 6Q: 3 clusters Score -5909634 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 118764 members 
Entering Unmasked Estep 
Score: -5912319.500000 Penalty: 1065.302002
	Iteration 7Q: 3 clusters Score -5912320 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 120244 members 
Entering Unmasked Estep 
Score: -5913532.000000 Penalty: 1065.302002
	Iteration 8Q: 3 clusters Score -5913532 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 120886 members 
Entering Unmasked Estep 
Score: -5914027.000000 Penalty: 1065.302002
	Iteration 9Q: 3 clusters Score -5914027 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 121155 members 
Entering Unmasked Estep 
Score: -5914247.000000 Penalty: 1065.302002
	Iteration 10Q: 3 clusters Score -5914247 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 121236 members 
Entering Unmasked Estep 
Score: -5914313.500000 Penalty: 1065.302002
	Iteration 11Q: 3 clusters Score -5914314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121262 members 
Entering Unmasked Estep 
Score: -5914354.000000 Penalty: 1065.302002
	Iteration 12Q: 3 clusters Score -5914354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -5914367.000000 Penalty: 1065.302002
	Iteration 13Q: 3 clusters Score -5914367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 121280 members 
Entering Unmasked Estep 
Score: -5914377.000000 Penalty: 1065.302002
	Iteration 14Q: 3 clusters Score -5914377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 121282 members 
Entering Unmasked Estep 
Score: -5914379.500000 Penalty: 1065.302002
	Iteration 15Q: 3 clusters Score -5914380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -5914380.500000 Penalty: 1065.302002
	Iteration 16Q: 3 clusters Score -5914380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 121282 members 
Entering Unmasked Estep 
Score: -5914385.500000 Penalty: 1065.302002
	Iteration 17Q: 3 clusters Score -5914386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 121284 members 
Entering Unmasked Estep 
Score: -5914387.000000 Penalty: 1065.302002
	Iteration 18Q: 3 clusters Score -5914387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 121286 members 
Entering Unmasked Estep 
Score: -5914386.000000 Penalty: 1065.302002
	Iteration 19Q: 3 clusters Score -5914386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -5914387.500000 Penalty: 1065.302002
	Iteration 20F: 3 clusters Score -5914388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -5914391.000000 Penalty: 1065.302002
	Iteration 21Q: 3 clusters Score -5914391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -5914393.000000 Penalty: 1065.302002
	Iteration 22Q: 3 clusters Score -5914393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 121287 members 
Entering Unmasked Estep 
Score: -5914397.000000 Penalty: 1065.302002
	Iteration 23Q: 3 clusters Score -5914397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 121286 members 
Entering Unmasked Estep 
Score: -5914405.000000 Penalty: 1065.302002
	Iteration 24Q: 3 clusters Score -5914405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -5914411.500000 Penalty: 1065.302002
	Iteration 25Q: 3 clusters Score -5914412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121290 members 
Entering Unmasked Estep 
Score: -5914418.500000 Penalty: 1065.302002
	Iteration 26Q: 3 clusters Score -5914418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -5914416.500000 Penalty: 1065.302002
	Iteration 27Q: 3 clusters Score -5914416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 121291 members 
Entering Unmasked Estep 
Score: -5914417.000000 Penalty: 1065.302002
	Iteration 28Q: 3 clusters Score -5914417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 121291 members 
Entering Unmasked Estep 
Score: -5914417.000000 Penalty: 1065.302002
	Iteration 29F: 3 clusters Score -5914417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121886 members 
Entering Unmasked Estep 
Score: -5854701.500000 Penalty: 532.843262
	Iteration 0F: 2 clusters Score -5854702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -5772645.500000 Penalty: 1065.686523
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Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5809746 nChanged 5579
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Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 73873 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5823948 nChanged 7765
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Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5831084 nChanged 7494
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Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5838180 nChanged 6054
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Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5842849 nChanged 4234
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Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5846128 nChanged 3515
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Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 80041 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5848744 nChanged 2952
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Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5850636 nChanged 2400
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Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5851882 nChanged 1883
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Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5852695 nChanged 1336
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Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5853040 nChanged 942
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Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5853262 nChanged 789
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Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5853447 nChanged 631
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Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5853558 nChanged 570
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Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5853663 nChanged 571
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Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 85213 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5853728 nChanged 529
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Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5853810 nChanged 526
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Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5853876 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5853958 nChanged 517
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5853982 nChanged 517
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 87809 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5854052 nChanged 495
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Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5854088 nChanged 450
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5854090 nChanged 453
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Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5854152 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5854196 nChanged 461
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Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5854199 nChanged 421
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Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5854219 nChanged 420
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Mstep: Class 1 contains 30962 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5854229 nChanged 442
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5854240 nChanged 422
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Mstep: Class 1 contains 30098 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5854327 nChanged 429
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Mstep: Class 1 contains 29669 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5854336 nChanged 425
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5854384 nChanged 386
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Mstep: Class 1 contains 28858 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28461 members 
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	Iteration 37Q: 3 clusters Score -5854452 nChanged 375
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Mstep: Class 1 contains 28086 members 
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Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5854511 nChanged 348
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Mstep: Class 1 contains 27386 members 
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	Iteration 40F: 3 clusters Score -5854550 nChanged 330
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Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 95143 members 
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	Iteration 42Q: 3 clusters Score -5854559 nChanged 279
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Mstep: Class 1 contains 26464 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26205 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5854626 nChanged 234
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5854622 nChanged 209
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25287 members 
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	Iteration 48Q: 3 clusters Score -5854646 nChanged 190
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	Iteration 49Q: 3 clusters Score -5854658 nChanged 185
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Mstep: Class 1 contains 24912 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5854666 nChanged 168
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5854676 nChanged 171
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	Iteration 52Q: 3 clusters Score -5854673 nChanged 157
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Mstep: Class 1 contains 24416 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5854668 nChanged 138
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5854648 nChanged 136
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	Iteration 55Q: 3 clusters Score -5854638 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5854637 nChanged 140
Entering Unmasked Mstep 
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	Iteration 57Q: 3 clusters Score -5854630 nChanged 137
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	Iteration 58Q: 3 clusters Score -5854627 nChanged 124
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5854621 nChanged 115
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5854607 nChanged 99
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5854612 nChanged 109
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5854623 nChanged 104
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5854630 nChanged 96
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5854636 nChanged 95
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5854641 nChanged 92
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5854644 nChanged 96
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5854650 nChanged 114
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5854656 nChanged 117
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5854668 nChanged 133
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5854671 nChanged 106
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5854662 nChanged 117
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5854680 nChanged 100
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Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5854668 nChanged 99
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Mstep: Class 1 contains 22025 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5854674 nChanged 94
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	Iteration 75Q: 3 clusters Score -5854674 nChanged 84
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	Iteration 76Q: 3 clusters Score -5854671 nChanged 85
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	Iteration 77Q: 3 clusters Score -5854682 nChanged 81
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	Iteration 78Q: 3 clusters Score -5854679 nChanged 81
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	Iteration 79Q: 3 clusters Score -5854688 nChanged 69
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	Iteration 80F: 3 clusters Score -5854687 nChanged 70
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5854698 nChanged 63
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	Iteration 84Q: 3 clusters Score -5854701 nChanged 48
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	Iteration 85Q: 3 clusters Score -5854694 nChanged 43
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	Iteration 86Q: 3 clusters Score -5854700 nChanged 51
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	Iteration 88Q: 3 clusters Score -5854691 nChanged 34
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	Iteration 89Q: 3 clusters Score -5854686 nChanged 29
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	Iteration 90Q: 3 clusters Score -5854682 nChanged 27
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	Iteration 92Q: 3 clusters Score -5854678 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -5854675.000000 Penalty: 1065.686523
	Iteration 93Q: 3 clusters Score -5854675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -5854672.000000 Penalty: 1065.686523
	Iteration 94Q: 3 clusters Score -5854672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 100969 members 
Entering Unmasked Estep 
Score: -5854667.500000 Penalty: 1065.686523
	Iteration 95Q: 3 clusters Score -5854668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -5854665.500000 Penalty: 1065.686523
	Iteration 96Q: 3 clusters Score -5854666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -5854662.500000 Penalty: 1065.686523
	Iteration 97Q: 3 clusters Score -5854662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 101020 members 
Entering Unmasked Estep 
Score: -5854668.500000 Penalty: 1065.686523
	Iteration 98Q: 3 clusters Score -5854668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -5854663.500000 Penalty: 1065.686523
	Iteration 99Q: 3 clusters Score -5854664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -5854662.500000 Penalty: 1065.686523
	Iteration 100F: 3 clusters Score -5854662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 101119 members 
Entering Unmasked Estep 
Score: -5854663.000000 Penalty: 1065.686523
	Iteration 101Q: 3 clusters Score -5854663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -5854663.000000 Penalty: 1065.686523
	Iteration 102Q: 3 clusters Score -5854663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 101175 members 
Entering Unmasked Estep 
Score: -5854657.000000 Penalty: 1065.686523
	Iteration 103Q: 3 clusters Score -5854657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -5854662.000000 Penalty: 1065.686523
	Iteration 104Q: 3 clusters Score -5854662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -5854665.000000 Penalty: 1065.686523
	Iteration 105Q: 3 clusters Score -5854665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 101261 members 
Entering Unmasked Estep 
Score: -5854667.000000 Penalty: 1065.686523
	Iteration 106Q: 3 clusters Score -5854667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -5854676.500000 Penalty: 1065.686523
	Iteration 107Q: 3 clusters Score -5854676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -5854673.000000 Penalty: 1065.686523
	Iteration 108Q: 3 clusters Score -5854673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -5854678.500000 Penalty: 1065.686523
	Iteration 109Q: 3 clusters Score -5854678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 101380 members 
Entering Unmasked Estep 
Score: -5854678.000000 Penalty: 1065.686523
	Iteration 110Q: 3 clusters Score -5854678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 101413 members 
Entering Unmasked Estep 
Score: -5854676.000000 Penalty: 1065.686523
	Iteration 111Q: 3 clusters Score -5854676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -5854665.000000 Penalty: 1065.686523
	Iteration 112Q: 3 clusters Score -5854665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 101484 members 
Entering Unmasked Estep 
Score: -5854669.000000 Penalty: 1065.686523
	Iteration 113Q: 3 clusters Score -5854669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -5854663.000000 Penalty: 1065.686523
	Iteration 114Q: 3 clusters Score -5854663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -5854664.000000 Penalty: 1065.686523
	Iteration 115Q: 3 clusters Score -5854664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 101593 members 
Entering Unmasked Estep 
Score: -5854660.000000 Penalty: 1065.686523
	Iteration 116Q: 3 clusters Score -5854660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 101618 members 
Entering Unmasked Estep 
Score: -5854654.500000 Penalty: 1065.686523
	Iteration 117Q: 3 clusters Score -5854654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -5854647.000000 Penalty: 1065.686523
	Iteration 118Q: 3 clusters Score -5854647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 101657 members 
Entering Unmasked Estep 
Score: -5854652.500000 Penalty: 1065.686523
	Iteration 119Q: 3 clusters Score -5854652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -5854651.500000 Penalty: 1065.686523
	Iteration 120F: 3 clusters Score -5854652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 101679 members 
Entering Unmasked Estep 
Score: -5854650.500000 Penalty: 1065.686523
	Iteration 121Q: 3 clusters Score -5854650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -5854643.500000 Penalty: 1065.686523
	Iteration 122Q: 3 clusters Score -5854644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 101710 members 
Entering Unmasked Estep 
Score: -5854637.000000 Penalty: 1065.686523
	Iteration 123Q: 3 clusters Score -5854637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 101724 members 
Entering Unmasked Estep 
Score: -5854634.500000 Penalty: 1065.686523
	Iteration 124Q: 3 clusters Score -5854634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -5854636.000000 Penalty: 1065.686523
	Iteration 125Q: 3 clusters Score -5854636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 101750 members 
Entering Unmasked Estep 
Score: -5854629.500000 Penalty: 1065.686523
	Iteration 126Q: 3 clusters Score -5854630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 101756 members 
Entering Unmasked Estep 
Score: -5854632.000000 Penalty: 1065.686523
	Iteration 127Q: 3 clusters Score -5854632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -5854631.000000 Penalty: 1065.686523
	Iteration 128Q: 3 clusters Score -5854631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 101766 members 
Entering Unmasked Estep 
Score: -5854627.500000 Penalty: 1065.686523
	Iteration 129Q: 3 clusters Score -5854628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 101770 members 
Entering Unmasked Estep 
Score: -5854632.500000 Penalty: 1065.686523
	Iteration 130Q: 3 clusters Score -5854632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 101776 members 
Entering Unmasked Estep 
Score: -5854638.000000 Penalty: 1065.686523
	Iteration 131Q: 3 clusters Score -5854638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -5854632.000000 Penalty: 1065.686523
	Iteration 132Q: 3 clusters Score -5854632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -5854629.500000 Penalty: 1065.686523
	Iteration 133Q: 3 clusters Score -5854630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -5854631.000000 Penalty: 1065.686523
	Iteration 134Q: 3 clusters Score -5854631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 101788 members 
Entering Unmasked Estep 
Score: -5854632.000000 Penalty: 1065.686523
	Iteration 135Q: 3 clusters Score -5854632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -5854632.500000 Penalty: 1065.686523
	Iteration 136Q: 3 clusters Score -5854632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 101790 members 
Entering Unmasked Estep 
Score: -5854634.500000 Penalty: 1065.686523
	Iteration 137Q: 3 clusters Score -5854634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 101792 members 
Entering Unmasked Estep 
Score: -5854637.500000 Penalty: 1065.686523
	Iteration 138Q: 3 clusters Score -5854638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 101794 members 
Entering Unmasked Estep 
Score: -5854636.500000 Penalty: 1065.686523
	Iteration 139Q: 3 clusters Score -5854636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -5854636.500000 Penalty: 1065.686523
	Iteration 140F: 3 clusters Score -5854636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -5854639.000000 Penalty: 1065.686523
	Iteration 141Q: 3 clusters Score -5854639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -5854639.000000 Penalty: 1065.686523
	Iteration 142F: 3 clusters Score -5854639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -10144.181641 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -10144.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9795.291016 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -9795.291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9894.673828 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -9894.674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9963.923828 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -9963.924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10014.078125 Penalty: 516.272400
	Iteration 3F: 3 clusters Score -10014.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10051.962891 Penalty: 516.272400
	Iteration 4F: 3 clusters Score -10051.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10094.378906 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -10094.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10129.211914 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -10129.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10165.907227 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -10165.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10187.162109 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -10187.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10189.168945 Penalty: 516.272400
	Iteration 9Q: 3 clusters Score -10189.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10189.168945 Penalty: 516.272400
	Iteration 10F: 3 clusters Score -10189.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 132 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 168339 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 159 members 
Entering Unmasked Estep 
Score: -90618080.000000 Penalty: 36923.910156
Splitting cluster 20 changes total score from -90631744.000000 to -90618080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (64628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Entering Unmasked Estep 
Score: -3103400.750000 Penalty: 503.976318
	Iteration 0F: 2 clusters Score -3103401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -3059908.500000 Penalty: 1007.952637
	Iteration 0F: 3 clusters Score -3059908 nChanged 31473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -3078814.250000 Penalty: 1007.952637
	Iteration 1F: 3 clusters Score -3078814 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -3080058.000000 Penalty: 1007.952637
	Iteration 2Q: 3 clusters Score -3080058 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -3082261.250000 Penalty: 1007.952637
	Iteration 3F: 3 clusters Score -3082261 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -3085584.000000 Penalty: 1007.952637
	Iteration 4F: 3 clusters Score -3085584 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -3089393.500000 Penalty: 1007.952637
	Iteration 5F: 3 clusters Score -3089394 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -3092198.250000 Penalty: 1007.952637
	Iteration 6F: 3 clusters Score -3092198 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -3093619.500000 Penalty: 1007.952637
	Iteration 7Q: 3 clusters Score -3093620 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -3094488.500000 Penalty: 1007.952637
	Iteration 8Q: 3 clusters Score -3094488 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -3095314.000000 Penalty: 1007.952637
	Iteration 9Q: 3 clusters Score -3095314 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -3096255.250000 Penalty: 1007.952637
	Iteration 10Q: 3 clusters Score -3096255 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -3097209.500000 Penalty: 1007.952637
	Iteration 11Q: 3 clusters Score -3097210 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -3098190.750000 Penalty: 1007.952637
	Iteration 12Q: 3 clusters Score -3098191 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -3099274.750000 Penalty: 1007.952637
	Iteration 13Q: 3 clusters Score -3099275 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -3100384.750000 Penalty: 1007.952637
	Iteration 14Q: 3 clusters Score -3100385 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -3101249.250000 Penalty: 1007.952637
	Iteration 15Q: 3 clusters Score -3101249 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -3101797.750000 Penalty: 1007.952637
	Iteration 16Q: 3 clusters Score -3101798 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -3102111.000000 Penalty: 1007.952637
	Iteration 17Q: 3 clusters Score -3102111 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -3102330.000000 Penalty: 1007.952637
	Iteration 18Q: 3 clusters Score -3102330 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -3102460.250000 Penalty: 1007.952637
	Iteration 19Q: 3 clusters Score -3102460 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -3102562.750000 Penalty: 1007.952637
	Iteration 20F: 3 clusters Score -3102563 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -3102621.250000 Penalty: 1007.952637
	Iteration 21Q: 3 clusters Score -3102621 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3102662 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3102695 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -3102702.250000 Penalty: 1007.952637
	Iteration 24Q: 3 clusters Score -3102702 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -3102712.750000 Penalty: 1007.952637
	Iteration 25Q: 3 clusters Score -3102713 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -3102732.500000 Penalty: 1007.952637
	Iteration 26Q: 3 clusters Score -3102732 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3102732 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -3102729.000000 Penalty: 1007.952637
	Iteration 28Q: 3 clusters Score -3102729 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3102733 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3102732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -3102726.000000 Penalty: 1007.952637
	Iteration 31Q: 3 clusters Score -3102726 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3102734 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -3102755.500000 Penalty: 1007.952637
	Iteration 33Q: 3 clusters Score -3102756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -3102767.750000 Penalty: 1007.952637
	Iteration 34Q: 3 clusters Score -3102768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -3102764.250000 Penalty: 1007.952637
	Iteration 35Q: 3 clusters Score -3102764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -3102779.750000 Penalty: 1007.952637
	Iteration 36Q: 3 clusters Score -3102780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -3102785.250000 Penalty: 1007.952637
	Iteration 37Q: 3 clusters Score -3102785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -3102796.250000 Penalty: 1007.952637
	Iteration 38Q: 3 clusters Score -3102796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -3102802.250000 Penalty: 1007.952637
	Iteration 39Q: 3 clusters Score -3102802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3102804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -3102816.500000 Penalty: 1007.952637
	Iteration 41Q: 3 clusters Score -3102816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -3102814.000000 Penalty: 1007.952637
	Iteration 42Q: 3 clusters Score -3102814 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -3102817.250000 Penalty: 1007.952637
	Iteration 43Q: 3 clusters Score -3102817 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -3102819.250000 Penalty: 1007.952637
	Iteration 44Q: 3 clusters Score -3102819 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -3102814.750000 Penalty: 1007.952637
	Iteration 45Q: 3 clusters Score -3102815 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -3102822.750000 Penalty: 1007.952637
	Iteration 46Q: 3 clusters Score -3102823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -3102825.500000 Penalty: 1007.952637
	Iteration 47Q: 3 clusters Score -3102826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -3102824.500000 Penalty: 1007.952637
	Iteration 48Q: 3 clusters Score -3102824 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -3102822.000000 Penalty: 1007.952637
	Iteration 49Q: 3 clusters Score -3102822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -3102825.250000 Penalty: 1007.952637
	Iteration 50Q: 3 clusters Score -3102825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -3102829.000000 Penalty: 1007.952637
	Iteration 51Q: 3 clusters Score -3102829 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -3102830.500000 Penalty: 1007.952637
	Iteration 52Q: 3 clusters Score -3102830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -3102835.250000 Penalty: 1007.952637
	Iteration 53Q: 3 clusters Score -3102835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3102834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -3102838.000000 Penalty: 1007.952637
	Iteration 55Q: 3 clusters Score -3102838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3102848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -3102847.250000 Penalty: 1007.952637
	Iteration 57Q: 3 clusters Score -3102847 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3102855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -3102862.500000 Penalty: 1007.952637
	Iteration 59Q: 3 clusters Score -3102862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -3102869.500000 Penalty: 1007.952637
	Iteration 60F: 3 clusters Score -3102870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -3102863.750000 Penalty: 1007.952637
	Iteration 61Q: 3 clusters Score -3102864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -3102858.000000 Penalty: 1007.952637
	Iteration 62Q: 3 clusters Score -3102858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -3102860.750000 Penalty: 1007.952637
	Iteration 63Q: 3 clusters Score -3102861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -3102866.750000 Penalty: 1007.952637
	Iteration 64Q: 3 clusters Score -3102867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -3102869.000000 Penalty: 1007.952637
	Iteration 65Q: 3 clusters Score -3102869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -3102874.500000 Penalty: 1007.952637
	Iteration 66Q: 3 clusters Score -3102874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -3102881.000000 Penalty: 1007.952637
	Iteration 67Q: 3 clusters Score -3102881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -3102888.250000 Penalty: 1007.952637
	Iteration 68Q: 3 clusters Score -3102888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -3102895.750000 Penalty: 1007.952637
	Iteration 69Q: 3 clusters Score -3102896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -3102895.250000 Penalty: 1007.952637
	Iteration 70Q: 3 clusters Score -3102895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -3102880.250000 Penalty: 1007.952637
	Iteration 71Q: 3 clusters Score -3102880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -3102889.250000 Penalty: 1007.952637
	Iteration 72Q: 3 clusters Score -3102889 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -3102894.000000 Penalty: 1007.952637
	Iteration 73Q: 3 clusters Score -3102894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -3102896.250000 Penalty: 1007.952637
	Iteration 74Q: 3 clusters Score -3102896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -3102903.750000 Penalty: 1007.952637
	Iteration 75Q: 3 clusters Score -3102904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -3102899.250000 Penalty: 1007.952637
	Iteration 76Q: 3 clusters Score -3102899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -3102899.500000 Penalty: 1007.952637
	Iteration 77Q: 3 clusters Score -3102900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -3102904.500000 Penalty: 1007.952637
	Iteration 78Q: 3 clusters Score -3102904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -3102907.750000 Penalty: 1007.952637
	Iteration 79Q: 3 clusters Score -3102908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -3102905.500000 Penalty: 1007.952637
	Iteration 80F: 3 clusters Score -3102906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -3102902.750000 Penalty: 1007.952637
	Iteration 81Q: 3 clusters Score -3102903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -3102902.000000 Penalty: 1007.952637
	Iteration 82Q: 3 clusters Score -3102902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -3102911.000000 Penalty: 1007.952637
	Iteration 83Q: 3 clusters Score -3102911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -3102906.750000 Penalty: 1007.952637
	Iteration 84Q: 3 clusters Score -3102907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -3102908.500000 Penalty: 1007.952637
	Iteration 85Q: 3 clusters Score -3102908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -3102908.750000 Penalty: 1007.952637
	Iteration 86Q: 3 clusters Score -3102909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -3102912.500000 Penalty: 1007.952637
	Iteration 87Q: 3 clusters Score -3102912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -3102910.000000 Penalty: 1007.952637
	Iteration 88Q: 3 clusters Score -3102910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -3102908.500000 Penalty: 1007.952637
	Iteration 89Q: 3 clusters Score -3102908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -3102916.500000 Penalty: 1007.952637
	Iteration 90Q: 3 clusters Score -3102916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -3102925.000000 Penalty: 1007.952637
	Iteration 91Q: 3 clusters Score -3102925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -3102928.250000 Penalty: 1007.952637
	Iteration 92Q: 3 clusters Score -3102928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -3102934.250000 Penalty: 1007.952637
	Iteration 93Q: 3 clusters Score -3102934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -3102939.000000 Penalty: 1007.952637
	Iteration 94Q: 3 clusters Score -3102939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -3102934.750000 Penalty: 1007.952637
	Iteration 95Q: 3 clusters Score -3102935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -3102934.250000 Penalty: 1007.952637
	Iteration 96Q: 3 clusters Score -3102934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -3102927.250000 Penalty: 1007.952637
	Iteration 97Q: 3 clusters Score -3102927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -3102923.500000 Penalty: 1007.952637
	Iteration 98Q: 3 clusters Score -3102924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -3102925.250000 Penalty: 1007.952637
	Iteration 99Q: 3 clusters Score -3102925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -3102924.750000 Penalty: 1007.952637
	Iteration 100F: 3 clusters Score -3102925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -3102924.500000 Penalty: 1007.952637
	Iteration 101Q: 3 clusters Score -3102924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -3102927.500000 Penalty: 1007.952637
	Iteration 102Q: 3 clusters Score -3102928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -3102921.250000 Penalty: 1007.952637
	Iteration 103Q: 3 clusters Score -3102921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -3102920.250000 Penalty: 1007.952637
	Iteration 104Q: 3 clusters Score -3102920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -3102923.750000 Penalty: 1007.952637
	Iteration 105Q: 3 clusters Score -3102924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -3102922.750000 Penalty: 1007.952637
	Iteration 106Q: 3 clusters Score -3102923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -3102921.250000 Penalty: 1007.952637
	Iteration 107Q: 3 clusters Score -3102921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -3102921.500000 Penalty: 1007.952637
	Iteration 108Q: 3 clusters Score -3102922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -3102921.000000 Penalty: 1007.952637
	Iteration 109Q: 3 clusters Score -3102921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -3102922.750000 Penalty: 1007.952637
	Iteration 110Q: 3 clusters Score -3102923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -3102922.750000 Penalty: 1007.952637
	Iteration 111F: 3 clusters Score -3102923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -44060.132812 Penalty: 313.057465
	Iteration 0F: 2 clusters Score -44060.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -43239.921875 Penalty: 626.114929
	Iteration 0F: 3 clusters Score -43239.92 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43497.269531 Penalty: 626.114929
	Iteration 1F: 3 clusters Score -43497.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -43557.992188 Penalty: 626.114929
	Iteration 2F: 3 clusters Score -43557.99 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43613.000000 Penalty: 626.114929
	Iteration 3F: 3 clusters Score -43613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -43655.914062 Penalty: 626.114929
	Iteration 4F: 3 clusters Score -43655.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -43699.074219 Penalty: 626.114929
	Iteration 5Q: 3 clusters Score -43699.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -43738.835938 Penalty: 626.114929
	Iteration 6Q: 3 clusters Score -43738.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -43775.277344 Penalty: 626.114929
	Iteration 7Q: 3 clusters Score -43775.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -43797.402344 Penalty: 626.114929
	Iteration 8Q: 3 clusters Score -43797.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43812.968750 Penalty: 626.114929
	Iteration 9Q: 3 clusters Score -43812.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43830.832031 Penalty: 626.114929
	Iteration 10Q: 3 clusters Score -43830.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -43845.195312 Penalty: 626.114929
	Iteration 11Q: 3 clusters Score -43845.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -43853.105469 Penalty: 626.114929
	Iteration 12Q: 3 clusters Score -43853.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43856.050781 Penalty: 626.114929
	Iteration 13Q: 3 clusters Score -43856.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43856.914062 Penalty: 626.114929
	Iteration 14Q: 3 clusters Score -43856.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -43858.980469 Penalty: 626.114929
	Iteration 15Q: 3 clusters Score -43858.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -43862.468750 Penalty: 626.114929
	Iteration 16Q: 3 clusters Score -43862.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -43863.679688 Penalty: 626.114929
	Iteration 17Q: 3 clusters Score -43863.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -43863.855469 Penalty: 626.114929
	Iteration 18Q: 3 clusters Score -43863.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -43863.855469 Penalty: 626.114929
	Iteration 19F: 3 clusters Score -43863.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -93413.687500 Penalty: 342.953064
	Iteration 0F: 2 clusters Score -93413.69 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 925 members 
Entering Unmasked Estep 
Score: -92033.101562 Penalty: 685.906128
	Iteration 0F: 3 clusters Score -92033.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -92430.531250 Penalty: 685.906128
	Iteration 1F: 3 clusters Score -92430.53 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -92499.273438 Penalty: 685.906128
	Iteration 2F: 3 clusters Score -92499.27 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -92559.875000 Penalty: 685.906128
	Iteration 3F: 3 clusters Score -92559.88 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -92615.820312 Penalty: 685.906128
	Iteration 4F: 3 clusters Score -92615.82 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -92680.015625 Penalty: 685.906128
	Iteration 5F: 3 clusters Score -92680.02 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -92762.039062 Penalty: 685.906128
	Iteration 6F: 3 clusters Score -92762.04 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92863.265625 Penalty: 685.906128
	Iteration 7F: 3 clusters Score -92863.27 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92980.062500 Penalty: 685.906128
	Iteration 8Q: 3 clusters Score -92980.06 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -93069.007812 Penalty: 685.906128
	Iteration 9Q: 3 clusters Score -93069.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93123.437500 Penalty: 685.906128
	Iteration 10Q: 3 clusters Score -93123.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93144.671875 Penalty: 685.906128
	Iteration 11Q: 3 clusters Score -93144.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -93159.398438 Penalty: 685.906128
	Iteration 12Q: 3 clusters Score -93159.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93166.578125 Penalty: 685.906128
	Iteration 13Q: 3 clusters Score -93166.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93175.156250 Penalty: 685.906128
	Iteration 14Q: 3 clusters Score -93175.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93179.328125 Penalty: 685.906128
	Iteration 15Q: 3 clusters Score -93179.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93181.820312 Penalty: 685.906128
	Iteration 16Q: 3 clusters Score -93181.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93185.992188 Penalty: 685.906128
	Iteration 17Q: 3 clusters Score -93185.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -93188.609375 Penalty: 685.906128
	Iteration 18Q: 3 clusters Score -93188.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93193.835938 Penalty: 685.906128
	Iteration 19Q: 3 clusters Score -93193.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -93198.914062 Penalty: 685.906128
	Iteration 20F: 3 clusters Score -93198.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93203.640625 Penalty: 685.906128
	Iteration 21Q: 3 clusters Score -93203.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93204.953125 Penalty: 685.906128
	Iteration 22Q: 3 clusters Score -93204.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93206.101562 Penalty: 685.906128
	Iteration 23Q: 3 clusters Score -93206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93207.109375 Penalty: 685.906128
	Iteration 24Q: 3 clusters Score -93207.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93207.750000 Penalty: 685.906128
	Iteration 25Q: 3 clusters Score -93207.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -93208.570312 Penalty: 685.906128
	Iteration 26Q: 3 clusters Score -93208.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -93208.796875 Penalty: 685.906128
	Iteration 27Q: 3 clusters Score -93208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93209.578125 Penalty: 685.906128
	Iteration 28Q: 3 clusters Score -93209.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93209.578125 Penalty: 685.906128
	Iteration 29F: 3 clusters Score -93209.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (140990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140990 members 
Entering Unmasked Estep 
Score: -7168996.000000 Penalty: 539.468201
	Iteration 0F: 2 clusters Score -7168996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -7082445.000000 Penalty: 1078.936401
	Iteration 0F: 3 clusters Score -7082445 nChanged 69065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -7125160.500000 Penalty: 1078.936401
	Iteration 1F: 3 clusters Score -7125160 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 67850 members 
Entering Unmasked Estep 
Score: -7126906.000000 Penalty: 1078.936401
	Iteration 2Q: 3 clusters Score -7126906 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -7130045.500000 Penalty: 1078.936401
	Iteration 3Q: 3 clusters Score -7130046 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 67326 members 
Entering Unmasked Estep 
Score: -7135745.000000 Penalty: 1078.936401
	Iteration 4F: 3 clusters Score -7135745 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -7143723.000000 Penalty: 1078.936401
	Iteration 5F: 3 clusters Score -7143723 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -7149725.000000 Penalty: 1078.936401
	Iteration 6F: 3 clusters Score -7149725 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -7151568.500000 Penalty: 1078.936401
	Iteration 7Q: 3 clusters Score -7151568 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -7151954.000000 Penalty: 1078.936401
	Iteration 8Q: 3 clusters Score -7151954 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -7152187.000000 Penalty: 1078.936401
	Iteration 9Q: 3 clusters Score -7152187 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -7152360.500000 Penalty: 1078.936401
	Iteration 10Q: 3 clusters Score -7152360 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -7152545.500000 Penalty: 1078.936401
	Iteration 11Q: 3 clusters Score -7152546 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -7152677.000000 Penalty: 1078.936401
	Iteration 12Q: 3 clusters Score -7152677 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -7152828.500000 Penalty: 1078.936401
	Iteration 13Q: 3 clusters Score -7152828 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -7153090.500000 Penalty: 1078.936401
	Iteration 14Q: 3 clusters Score -7153090 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -7153260.500000 Penalty: 1078.936401
	Iteration 15Q: 3 clusters Score -7153260 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -7153515.000000 Penalty: 1078.936401
	Iteration 16Q: 3 clusters Score -7153515 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 79915 members 
Entering Unmasked Estep 
Score: -7153747.500000 Penalty: 1078.936401
	Iteration 17Q: 3 clusters Score -7153748 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -7153971.500000 Penalty: 1078.936401
	Iteration 18Q: 3 clusters Score -7153972 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -7154354.500000 Penalty: 1078.936401
	Iteration 19Q: 3 clusters Score -7154354 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -7154557.000000 Penalty: 1078.936401
	Iteration 20F: 3 clusters Score -7154557 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -7154794.500000 Penalty: 1078.936401
	Iteration 21Q: 3 clusters Score -7154794 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -7155085.500000 Penalty: 1078.936401
	Iteration 22Q: 3 clusters Score -7155086 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -7155349.500000 Penalty: 1078.936401
	Iteration 23Q: 3 clusters Score -7155350 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -7155621.000000 Penalty: 1078.936401
	Iteration 24Q: 3 clusters Score -7155621 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
Score: -7155816.500000 Penalty: 1078.936401
	Iteration 25Q: 3 clusters Score -7155816 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -7155970.000000 Penalty: 1078.936401
	Iteration 26Q: 3 clusters Score -7155970 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -7156185.500000 Penalty: 1078.936401
	Iteration 27Q: 3 clusters Score -7156186 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -7156362.000000 Penalty: 1078.936401
	Iteration 28Q: 3 clusters Score -7156362 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -7156624.500000 Penalty: 1078.936401
	Iteration 29Q: 3 clusters Score -7156624 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -7156718.000000 Penalty: 1078.936401
	Iteration 30Q: 3 clusters Score -7156718 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -7156808.500000 Penalty: 1078.936401
	Iteration 31Q: 3 clusters Score -7156808 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 90870 members 
Entering Unmasked Estep 
Score: -7156880.000000 Penalty: 1078.936401
	Iteration 32Q: 3 clusters Score -7156880 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -7157035.500000 Penalty: 1078.936401
	Iteration 33Q: 3 clusters Score -7157036 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 91626 members 
Entering Unmasked Estep 
Score: -7157121.500000 Penalty: 1078.936401
	Iteration 34Q: 3 clusters Score -7157122 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -7157200.000000 Penalty: 1078.936401
	Iteration 35Q: 3 clusters Score -7157200 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -7157247.500000 Penalty: 1078.936401
	Iteration 36Q: 3 clusters Score -7157248 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -7157249.000000 Penalty: 1078.936401
	Iteration 37Q: 3 clusters Score -7157249 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
Score: -7157289.500000 Penalty: 1078.936401
	Iteration 38Q: 3 clusters Score -7157290 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -7157369.000000 Penalty: 1078.936401
	Iteration 39Q: 3 clusters Score -7157369 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 92779 members 
Entering Unmasked Estep 
Score: -7157385.000000 Penalty: 1078.936401
	Iteration 40F: 3 clusters Score -7157385 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7157438 nChanged 724
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Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48072 members 
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Mstep: Class 1 contains 48105 members 
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Mstep: Class 1 contains 48223 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7157624 nChanged 734
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Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 92323 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48940 members 
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	Iteration 48Q: 3 clusters Score -7157878 nChanged 956
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Mstep: Class 1 contains 49294 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49710 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7158073 nChanged 979
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Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7158170 nChanged 1017
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Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51531 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7158700 nChanged 1261
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Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7158892 nChanged 1335
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Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7159114 nChanged 1355
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Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55150 members 
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	Iteration 59Q: 3 clusters Score -7159409 nChanged 1359
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Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7159595 nChanged 1422
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Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 84159 members 
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	Iteration 61Q: 3 clusters Score -7159795 nChanged 1432
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Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 82164 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7160213 nChanged 1513
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Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7160468 nChanged 1493
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Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7160681 nChanged 1528
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Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65051 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 68179 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 69889 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73473 members 
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Mstep: Class 1 contains 75245 members 
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	Iteration 79Q: 3 clusters Score -7166640 nChanged 1833
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Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 55073 members 
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	Iteration 80F: 3 clusters Score -7167256 nChanged 2015
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Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 94277 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7169778 nChanged 2022
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Mstep: Class 2 contains 33926 members 
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	Iteration 90Q: 3 clusters Score -7169943 nChanged 2029
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Mstep: Class 1 contains 109093 members 
Mstep: Class 2 contains 31897 members 
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Mstep: Class 1 contains 110983 members 
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	Iteration 92Q: 3 clusters Score -7170132 nChanged 1854
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	Iteration 93Q: 3 clusters Score -7170260 nChanged 1744
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Mstep: Class 1 contains 114581 members 
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	Iteration 94Q: 3 clusters Score -7170299 nChanged 1727
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Mstep: Class 1 contains 116308 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7170380 nChanged 1650
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Mstep: Class 1 contains 117958 members 
Mstep: Class 2 contains 23032 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7170536 nChanged 1448
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Mstep: Class 1 contains 121020 members 
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	Iteration 98Q: 3 clusters Score -7170515 nChanged 1384
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Mstep: Class 1 contains 122404 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7170380 nChanged 1293
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Mstep: Class 1 contains 123697 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7170338 nChanged 1259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124956 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7170309 nChanged 1272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126228 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7170231 nChanged 1226
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	Iteration 103Q: 3 clusters Score -7170155 nChanged 1278
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7169976 nChanged 1318
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	Iteration 105Q: 3 clusters Score -7169779 nChanged 1384
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	Iteration 106Q: 3 clusters Score -7169624 nChanged 1351
Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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	Iteration 108Q: 3 clusters Score -7169298 nChanged 1294
Entering Unmasked Mstep 
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	Iteration 109Q: 3 clusters Score -7169146 nChanged 1136
Entering Unmasked Mstep 
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	Iteration 110Q: 3 clusters Score -7169092 nChanged 893
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Mstep: Class 2 contains 3533 members 
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	Iteration 111Q: 3 clusters Score -7169124 nChanged 681
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	Iteration 112Q: 3 clusters Score -7169074 nChanged 486
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	Iteration 113Q: 3 clusters Score -7169208 nChanged 367
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	Iteration 114Q: 3 clusters Score -7169180 nChanged 256
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	Iteration 115Q: 3 clusters Score -7169216 nChanged 194
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	Iteration 116Q: 3 clusters Score -7169248 nChanged 157
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	Iteration 117Q: 3 clusters Score -7169237 nChanged 133
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	Iteration 118Q: 3 clusters Score -7169228 nChanged 113
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	Iteration 119Q: 3 clusters Score -7169184 nChanged 95
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	Iteration 120F: 3 clusters Score -7169176 nChanged 83
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	Iteration 121Q: 3 clusters Score -7169158 nChanged 74
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	Iteration 122Q: 3 clusters Score -7169161 nChanged 54
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7169154 nChanged 47
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	Iteration 124Q: 3 clusters Score -7169156 nChanged 57
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	Iteration 125Q: 3 clusters Score -7169148 nChanged 48
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	Iteration 126Q: 3 clusters Score -7169152 nChanged 41
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	Iteration 127Q: 3 clusters Score -7169158 nChanged 33
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	Iteration 128Q: 3 clusters Score -7169158 nChanged 41
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	Iteration 129Q: 3 clusters Score -7169155 nChanged 36
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	Iteration 130Q: 3 clusters Score -7169172 nChanged 30
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	Iteration 131Q: 3 clusters Score -7169173 nChanged 25
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	Iteration 132Q: 3 clusters Score -7169178 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139736 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7169185.000000 Penalty: 1078.936401
	Iteration 133Q: 3 clusters Score -7169185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139728 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7169185.500000 Penalty: 1078.936401
	Iteration 134Q: 3 clusters Score -7169186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139722 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7169189.500000 Penalty: 1078.936401
	Iteration 135Q: 3 clusters Score -7169190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7169203.500000 Penalty: 1078.936401
	Iteration 136Q: 3 clusters Score -7169204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139715 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7169211.500000 Penalty: 1078.936401
	Iteration 137Q: 3 clusters Score -7169212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139711 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7169210.500000 Penalty: 1078.936401
	Iteration 138Q: 3 clusters Score -7169210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139710 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7169210.000000 Penalty: 1078.936401
	Iteration 139Q: 3 clusters Score -7169210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139711 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7169201.000000 Penalty: 1078.936401
	Iteration 140F: 3 clusters Score -7169201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139714 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7169212.000000 Penalty: 1078.936401
	Iteration 141Q: 3 clusters Score -7169212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139724 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7169207.000000 Penalty: 1078.936401
	Iteration 142Q: 3 clusters Score -7169207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7169192.000000 Penalty: 1078.936401
	Iteration 143Q: 3 clusters Score -7169192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7169186.500000 Penalty: 1078.936401
	Iteration 144Q: 3 clusters Score -7169186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139727 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7169192.000000 Penalty: 1078.936401
	Iteration 145Q: 3 clusters Score -7169192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139730 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7169191.000000 Penalty: 1078.936401
	Iteration 146Q: 3 clusters Score -7169191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139731 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7169188.000000 Penalty: 1078.936401
	Iteration 147Q: 3 clusters Score -7169188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7169183.500000 Penalty: 1078.936401
	Iteration 148Q: 3 clusters Score -7169184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139731 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7169188.000000 Penalty: 1078.936401
	Iteration 149Q: 3 clusters Score -7169188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139730 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7169188.000000 Penalty: 1078.936401
	Iteration 150Q: 3 clusters Score -7169188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139729 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7169188.000000 Penalty: 1078.936401
	Iteration 151Q: 3 clusters Score -7169188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139729 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7169188.000000 Penalty: 1078.936401
	Iteration 152F: 3 clusters Score -7169188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 139729 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 168339 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 1261 members 
Entering Unmasked Estep 
Score: -90618704.000000 Penalty: 36923.910156
Splitting cluster 24 changes total score from -90631744.000000 to -90618704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (18974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Entering Unmasked Estep 
Score: -895242.250000 Penalty: 448.212555
	Iteration 0F: 2 clusters Score -895242.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -882587.000000 Penalty: 896.425110
	Iteration 0F: 3 clusters Score -882587 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -888389.562500 Penalty: 896.425110
	Iteration 1F: 3 clusters Score -888389.6 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -888952.250000 Penalty: 896.425110
	Iteration 2F: 3 clusters Score -888952.2 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -889765.562500 Penalty: 896.425110
	Iteration 3F: 3 clusters Score -889765.6 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -890599.500000 Penalty: 896.425110
	Iteration 4F: 3 clusters Score -890599.5 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -891389.250000 Penalty: 896.425110
	Iteration 5F: 3 clusters Score -891389.2 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -892043.750000 Penalty: 896.425110
	Iteration 6F: 3 clusters Score -892043.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -892470.937500 Penalty: 896.425110
	Iteration 7Q: 3 clusters Score -892470.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -892689.875000 Penalty: 896.425110
	Iteration 8Q: 3 clusters Score -892689.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -892786.312500 Penalty: 896.425110
	Iteration 9Q: 3 clusters Score -892786.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -892843.312500 Penalty: 896.425110
	Iteration 10Q: 3 clusters Score -892843.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -892880.062500 Penalty: 896.425110
	Iteration 11Q: 3 clusters Score -892880.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -892912.687500 Penalty: 896.425110
	Iteration 12Q: 3 clusters Score -892912.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -892940.750000 Penalty: 896.425110
	Iteration 13Q: 3 clusters Score -892940.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -892968.500000 Penalty: 896.425110
	Iteration 14Q: 3 clusters Score -892968.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -892995.125000 Penalty: 896.425110
	Iteration 15Q: 3 clusters Score -892995.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -893022.437500 Penalty: 896.425110
	Iteration 16Q: 3 clusters Score -893022.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -893056.562500 Penalty: 896.425110
	Iteration 17Q: 3 clusters Score -893056.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -893086.562500 Penalty: 896.425110
	Iteration 18Q: 3 clusters Score -893086.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -893115.312500 Penalty: 896.425110
	Iteration 19Q: 3 clusters Score -893115.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -893142.062500 Penalty: 896.425110
	Iteration 20F: 3 clusters Score -893142.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -893165.187500 Penalty: 896.425110
	Iteration 21Q: 3 clusters Score -893165.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -893188.500000 Penalty: 896.425110
	Iteration 22Q: 3 clusters Score -893188.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -893211.000000 Penalty: 896.425110
	Iteration 23Q: 3 clusters Score -893211 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -893234.187500 Penalty: 896.425110
	Iteration 24Q: 3 clusters Score -893234.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -893259.812500 Penalty: 896.425110
	Iteration 25Q: 3 clusters Score -893259.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -893282.437500 Penalty: 896.425110
	Iteration 26Q: 3 clusters Score -893282.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -893311.437500 Penalty: 896.425110
	Iteration 27Q: 3 clusters Score -893311.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -893338.125000 Penalty: 896.425110
	Iteration 28Q: 3 clusters Score -893338.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -893362.875000 Penalty: 896.425110
	Iteration 29Q: 3 clusters Score -893362.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -893396.500000 Penalty: 896.425110
	Iteration 30Q: 3 clusters Score -893396.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -893431.375000 Penalty: 896.425110
	Iteration 31Q: 3 clusters Score -893431.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -893474.437500 Penalty: 896.425110
	Iteration 32Q: 3 clusters Score -893474.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -893533.000000 Penalty: 896.425110
	Iteration 33Q: 3 clusters Score -893533 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -893582.687500 Penalty: 896.425110
	Iteration 34Q: 3 clusters Score -893582.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -893636.000000 Penalty: 896.425110
	Iteration 35Q: 3 clusters Score -893636 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -893678.437500 Penalty: 896.425110
	Iteration 36Q: 3 clusters Score -893678.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -893729.375000 Penalty: 896.425110
	Iteration 37Q: 3 clusters Score -893729.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -893789.312500 Penalty: 896.425110
	Iteration 38Q: 3 clusters Score -893789.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -893853.937500 Penalty: 896.425110
	Iteration 39Q: 3 clusters Score -893853.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -893921.750000 Penalty: 896.425110
	Iteration 40F: 3 clusters Score -893921.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -893993.937500 Penalty: 896.425110
	Iteration 41Q: 3 clusters Score -893993.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -894054.187500 Penalty: 896.425110
	Iteration 42Q: 3 clusters Score -894054.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -894120.562500 Penalty: 896.425110
	Iteration 43Q: 3 clusters Score -894120.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -894199.812500 Penalty: 896.425110
	Iteration 44Q: 3 clusters Score -894199.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -894266.437500 Penalty: 896.425110
	Iteration 45Q: 3 clusters Score -894266.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -894331.687500 Penalty: 896.425110
	Iteration 46Q: 3 clusters Score -894331.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -894407.062500 Penalty: 896.425110
	Iteration 47Q: 3 clusters Score -894407.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -894459.375000 Penalty: 896.425110
	Iteration 48Q: 3 clusters Score -894459.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -894508.312500 Penalty: 896.425110
	Iteration 49Q: 3 clusters Score -894508.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -894548.437500 Penalty: 896.425110
	Iteration 50Q: 3 clusters Score -894548.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -894587.937500 Penalty: 896.425110
	Iteration 51Q: 3 clusters Score -894587.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -894639.875000 Penalty: 896.425110
	Iteration 52Q: 3 clusters Score -894639.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -894693.375000 Penalty: 896.425110
	Iteration 53Q: 3 clusters Score -894693.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -894734.062500 Penalty: 896.425110
	Iteration 54Q: 3 clusters Score -894734.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -894772.062500 Penalty: 896.425110
	Iteration 55Q: 3 clusters Score -894772.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -894806.250000 Penalty: 896.425110
	Iteration 56Q: 3 clusters Score -894806.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -894844.062500 Penalty: 896.425110
	Iteration 57Q: 3 clusters Score -894844.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -894889.375000 Penalty: 896.425110
	Iteration 58Q: 3 clusters Score -894889.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -894930.187500 Penalty: 896.425110
	Iteration 59Q: 3 clusters Score -894930.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -894958.812500 Penalty: 896.425110
	Iteration 60F: 3 clusters Score -894958.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -894985.062500 Penalty: 896.425110
	Iteration 61Q: 3 clusters Score -894985.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -895002.562500 Penalty: 896.425110
	Iteration 62Q: 3 clusters Score -895002.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -895022.812500 Penalty: 896.425110
	Iteration 63Q: 3 clusters Score -895022.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -895049.312500 Penalty: 896.425110
	Iteration 64Q: 3 clusters Score -895049.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -895065.750000 Penalty: 896.425110
	Iteration 65Q: 3 clusters Score -895065.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -895078.062500 Penalty: 896.425110
	Iteration 66Q: 3 clusters Score -895078.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -895083.937500 Penalty: 896.425110
	Iteration 67Q: 3 clusters Score -895083.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -895093.875000 Penalty: 896.425110
	Iteration 68Q: 3 clusters Score -895093.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -895104.687500 Penalty: 896.425110
	Iteration 69Q: 3 clusters Score -895104.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -895113.500000 Penalty: 896.425110
	Iteration 70Q: 3 clusters Score -895113.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -895120.687500 Penalty: 896.425110
	Iteration 71Q: 3 clusters Score -895120.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -895124.812500 Penalty: 896.425110
	Iteration 72Q: 3 clusters Score -895124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -895125.812500 Penalty: 896.425110
	Iteration 73Q: 3 clusters Score -895125.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -895129.750000 Penalty: 896.425110
	Iteration 74Q: 3 clusters Score -895129.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -895136.125000 Penalty: 896.425110
	Iteration 75Q: 3 clusters Score -895136.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -895141.125000 Penalty: 896.425110
	Iteration 76Q: 3 clusters Score -895141.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -895145.687500 Penalty: 896.425110
	Iteration 77Q: 3 clusters Score -895145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -895146.875000 Penalty: 896.425110
	Iteration 78Q: 3 clusters Score -895146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -895148.625000 Penalty: 896.425110
	Iteration 79Q: 3 clusters Score -895148.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -895149.750000 Penalty: 896.425110
	Iteration 80F: 3 clusters Score -895149.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Entering Unmasked Estep 
Score: -341632.031250 Penalty: 403.621582
	Iteration 0F: 2 clusters Score -341632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -336832.125000 Penalty: 807.243164
	Iteration 0F: 3 clusters Score -336832.1 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -338756.906250 Penalty: 807.243164
	Iteration 1F: 3 clusters Score -338756.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -339054.281250 Penalty: 807.243164
	Iteration 2F: 3 clusters Score -339054.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -339477.250000 Penalty: 807.243164
	Iteration 3F: 3 clusters Score -339477.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -340033.937500 Penalty: 807.243164
	Iteration 4F: 3 clusters Score -340033.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -340545.093750 Penalty: 807.243164
	Iteration 5F: 3 clusters Score -340545.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -340903.593750 Penalty: 807.243164
	Iteration 6Q: 3 clusters Score -340903.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -341091.875000 Penalty: 807.243164
	Iteration 7Q: 3 clusters Score -341091.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -341173.125000 Penalty: 807.243164
	Iteration 8Q: 3 clusters Score -341173.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -341214.312500 Penalty: 807.243164
	Iteration 9Q: 3 clusters Score -341214.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -341237.281250 Penalty: 807.243164
	Iteration 10Q: 3 clusters Score -341237.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -341252.218750 Penalty: 807.243164
	Iteration 11Q: 3 clusters Score -341252.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -341258.125000 Penalty: 807.243164
	Iteration 12Q: 3 clusters Score -341258.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -341261.562500 Penalty: 807.243164
	Iteration 13Q: 3 clusters Score -341261.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -341265.312500 Penalty: 807.243164
	Iteration 14Q: 3 clusters Score -341265.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -341268.750000 Penalty: 807.243164
	Iteration 15Q: 3 clusters Score -341268.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -341270.250000 Penalty: 807.243164
	Iteration 16Q: 3 clusters Score -341270.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -341274.281250 Penalty: 807.243164
	Iteration 17Q: 3 clusters Score -341274.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -341275.062500 Penalty: 807.243164
	Iteration 18Q: 3 clusters Score -341275.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -341276.406250 Penalty: 807.243164
	Iteration 19Q: 3 clusters Score -341276.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -341279.312500 Penalty: 807.243164
	Iteration 20F: 3 clusters Score -341279.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -341281.375000 Penalty: 807.243164
	Iteration 21Q: 3 clusters Score -341281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -341281.000000 Penalty: 807.243164
	Iteration 22Q: 3 clusters Score -341281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -341281.687500 Penalty: 807.243164
	Iteration 23Q: 3 clusters Score -341281.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -341282.843750 Penalty: 807.243164
	Iteration 24Q: 3 clusters Score -341282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -341282.156250 Penalty: 807.243164
	Iteration 25Q: 3 clusters Score -341282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -341282.500000 Penalty: 807.243164
	Iteration 26Q: 3 clusters Score -341282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -341282.937500 Penalty: 807.243164
	Iteration 27Q: 3 clusters Score -341282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -341282.937500 Penalty: 807.243164
	Iteration 28F: 3 clusters Score -341282.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Entering Unmasked Estep 
Score: -432658.031250 Penalty: 412.979187
	Iteration 0F: 2 clusters Score -432658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -426792.406250 Penalty: 825.958374
	Iteration 0F: 3 clusters Score -426792.4 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -429561.375000 Penalty: 825.958374
	Iteration 1F: 3 clusters Score -429561.4 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -430065.281250 Penalty: 825.958374
	Iteration 2F: 3 clusters Score -430065.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -430493.062500 Penalty: 825.958374
	Iteration 3F: 3 clusters Score -430493.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -430873.312500 Penalty: 825.958374
	Iteration 4F: 3 clusters Score -430873.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -431219.812500 Penalty: 825.958374
	Iteration 5F: 3 clusters Score -431219.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -431495.625000 Penalty: 825.958374
	Iteration 6Q: 3 clusters Score -431495.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -431655.718750 Penalty: 825.958374
	Iteration 7Q: 3 clusters Score -431655.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -431756.156250 Penalty: 825.958374
	Iteration 8Q: 3 clusters Score -431756.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -431840.500000 Penalty: 825.958374
	Iteration 9Q: 3 clusters Score -431840.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -431910.687500 Penalty: 825.958374
	Iteration 10Q: 3 clusters Score -431910.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -431993.656250 Penalty: 825.958374
	Iteration 11Q: 3 clusters Score -431993.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -432096.250000 Penalty: 825.958374
	Iteration 12Q: 3 clusters Score -432096.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -432180.406250 Penalty: 825.958374
	Iteration 13Q: 3 clusters Score -432180.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -432251.437500 Penalty: 825.958374
	Iteration 14Q: 3 clusters Score -432251.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -432351.906250 Penalty: 825.958374
	Iteration 15Q: 3 clusters Score -432351.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -432453.062500 Penalty: 825.958374
	Iteration 16Q: 3 clusters Score -432453.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -432518.312500 Penalty: 825.958374
	Iteration 17Q: 3 clusters Score -432518.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -432564.906250 Penalty: 825.958374
	Iteration 18Q: 3 clusters Score -432564.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -432597.281250 Penalty: 825.958374
	Iteration 19Q: 3 clusters Score -432597.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -432623.093750 Penalty: 825.958374
	Iteration 20F: 3 clusters Score -432623.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -432639.687500 Penalty: 825.958374
	Iteration 21Q: 3 clusters Score -432639.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -432650.062500 Penalty: 825.958374
	Iteration 22Q: 3 clusters Score -432650.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -432659.218750 Penalty: 825.958374
	Iteration 23Q: 3 clusters Score -432659.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -432669.531250 Penalty: 825.958374
	Iteration 24Q: 3 clusters Score -432669.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -432678.531250 Penalty: 825.958374
	Iteration 25Q: 3 clusters Score -432678.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -432684.437500 Penalty: 825.958374
	Iteration 26Q: 3 clusters Score -432684.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -432691.625000 Penalty: 825.958374
	Iteration 27Q: 3 clusters Score -432691.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -432698.687500 Penalty: 825.958374
	Iteration 28Q: 3 clusters Score -432698.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -432703.875000 Penalty: 825.958374
	Iteration 29Q: 3 clusters Score -432703.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -432713.562500 Penalty: 825.958374
	Iteration 30Q: 3 clusters Score -432713.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -432719.156250 Penalty: 825.958374
	Iteration 31Q: 3 clusters Score -432719.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -432724.125000 Penalty: 825.958374
	Iteration 32Q: 3 clusters Score -432724.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -432726.312500 Penalty: 825.958374
	Iteration 33Q: 3 clusters Score -432726.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -432727.437500 Penalty: 825.958374
	Iteration 34Q: 3 clusters Score -432727.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -432731.187500 Penalty: 825.958374
	Iteration 35Q: 3 clusters Score -432731.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -432730.968750 Penalty: 825.958374
	Iteration 36Q: 3 clusters Score -432731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -432734.031250 Penalty: 825.958374
	Iteration 37Q: 3 clusters Score -432734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -432737.000000 Penalty: 825.958374
	Iteration 38Q: 3 clusters Score -432737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -432738.906250 Penalty: 825.958374
	Iteration 39Q: 3 clusters Score -432738.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -432739.625000 Penalty: 825.958374
	Iteration 40F: 3 clusters Score -432739.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -432742.937500 Penalty: 825.958374
	Iteration 41Q: 3 clusters Score -432742.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -432745.843750 Penalty: 825.958374
	Iteration 42Q: 3 clusters Score -432745.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -432746.937500 Penalty: 825.958374
	Iteration 43Q: 3 clusters Score -432746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -432748.000000 Penalty: 825.958374
	Iteration 44Q: 3 clusters Score -432748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -432749.718750 Penalty: 825.958374
	Iteration 45Q: 3 clusters Score -432749.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -432750.468750 Penalty: 825.958374
	Iteration 46Q: 3 clusters Score -432750.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -432752.656250 Penalty: 825.958374
	Iteration 47Q: 3 clusters Score -432752.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -432756.437500 Penalty: 825.958374
	Iteration 48Q: 3 clusters Score -432756.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -432759.031250 Penalty: 825.958374
	Iteration 49Q: 3 clusters Score -432759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -432761.031250 Penalty: 825.958374
	Iteration 50Q: 3 clusters Score -432761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -432763.781250 Penalty: 825.958374
	Iteration 51Q: 3 clusters Score -432763.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -432767.718750 Penalty: 825.958374
	Iteration 52Q: 3 clusters Score -432767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -432772.125000 Penalty: 825.958374
	Iteration 53Q: 3 clusters Score -432772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -432775.218750 Penalty: 825.958374
	Iteration 54Q: 3 clusters Score -432775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -432780.750000 Penalty: 825.958374
	Iteration 55Q: 3 clusters Score -432780.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -432787.562500 Penalty: 825.958374
	Iteration 56Q: 3 clusters Score -432787.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -432804.937500 Penalty: 825.958374
	Iteration 57Q: 3 clusters Score -432804.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -432835.125000 Penalty: 825.958374
	Iteration 58Q: 3 clusters Score -432835.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -432865.250000 Penalty: 825.958374
	Iteration 59Q: 3 clusters Score -432865.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -432887.656250 Penalty: 825.958374
	Iteration 60F: 3 clusters Score -432887.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -432895.250000 Penalty: 825.958374
	Iteration 61Q: 3 clusters Score -432895.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -432900.125000 Penalty: 825.958374
	Iteration 62Q: 3 clusters Score -432900.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -432908.187500 Penalty: 825.958374
	Iteration 63Q: 3 clusters Score -432908.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -432911.906250 Penalty: 825.958374
	Iteration 64Q: 3 clusters Score -432911.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -432914.250000 Penalty: 825.958374
	Iteration 65Q: 3 clusters Score -432914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -432914.250000 Penalty: 825.958374
	Iteration 66Q: 3 clusters Score -432914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -432915.750000 Penalty: 825.958374
	Iteration 67Q: 3 clusters Score -432915.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -432917.812500 Penalty: 825.958374
	Iteration 68Q: 3 clusters Score -432917.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -432923.000000 Penalty: 825.958374
	Iteration 69Q: 3 clusters Score -432923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -432928.687500 Penalty: 825.958374
	Iteration 70Q: 3 clusters Score -432928.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -432930.906250 Penalty: 825.958374
	Iteration 71Q: 3 clusters Score -432930.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -432932.843750 Penalty: 825.958374
	Iteration 72Q: 3 clusters Score -432932.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -432934.718750 Penalty: 825.958374
	Iteration 73Q: 3 clusters Score -432934.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -432936.187500 Penalty: 825.958374
	Iteration 74Q: 3 clusters Score -432936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -432935.093750 Penalty: 825.958374
	Iteration 75Q: 3 clusters Score -432935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -432935.375000 Penalty: 825.958374
	Iteration 76Q: 3 clusters Score -432935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -432935.375000 Penalty: 825.958374
	Iteration 77F: 3 clusters Score -432935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8027 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 168339 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 720 members 
Entering Unmasked Estep 
Score: -90618664.000000 Penalty: 36923.910156
Splitting cluster 27 changes total score from -90631744.000000 to -90618664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (23454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Entering Unmasked Estep 
Score: -1154880.625000 Penalty: 457.857239
	Iteration 0F: 2 clusters Score -1154881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1139139.750000 Penalty: 915.714478
	Iteration 0F: 3 clusters Score -1139140 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1146300.375000 Penalty: 915.714478
	Iteration 1F: 3 clusters Score -1146300 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1147289.500000 Penalty: 915.714478
	Iteration 2F: 3 clusters Score -1147290 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1148960.500000 Penalty: 915.714478
	Iteration 3F: 3 clusters Score -1148960 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1150975.625000 Penalty: 915.714478
	Iteration 4F: 3 clusters Score -1150976 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1152712.125000 Penalty: 915.714478
	Iteration 5F: 3 clusters Score -1152712 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1153843.375000 Penalty: 915.714478
	Iteration 6Q: 3 clusters Score -1153843 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1154405.625000 Penalty: 915.714478
	Iteration 7Q: 3 clusters Score -1154406 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1154678.750000 Penalty: 915.714478
	Iteration 8Q: 3 clusters Score -1154679 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1154789.125000 Penalty: 915.714478
	Iteration 9Q: 3 clusters Score -1154789 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1154852.500000 Penalty: 915.714478
	Iteration 10Q: 3 clusters Score -1154852 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1154894.250000 Penalty: 915.714478
	Iteration 11Q: 3 clusters Score -1154894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1154914.500000 Penalty: 915.714478
	Iteration 12Q: 3 clusters Score -1154914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1154923.875000 Penalty: 915.714478
	Iteration 13Q: 3 clusters Score -1154924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1154930.375000 Penalty: 915.714478
	Iteration 14Q: 3 clusters Score -1154930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1154934.125000 Penalty: 915.714478
	Iteration 15Q: 3 clusters Score -1154934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1154940.750000 Penalty: 915.714478
	Iteration 16Q: 3 clusters Score -1154941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1154942.500000 Penalty: 915.714478
	Iteration 17Q: 3 clusters Score -1154942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1154944.750000 Penalty: 915.714478
	Iteration 18Q: 3 clusters Score -1154945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1154948.000000 Penalty: 915.714478
	Iteration 19Q: 3 clusters Score -1154948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1154950.000000 Penalty: 915.714478
	Iteration 20F: 3 clusters Score -1154950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1154953.000000 Penalty: 915.714478
	Iteration 21Q: 3 clusters Score -1154953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1154949.875000 Penalty: 915.714478
	Iteration 22Q: 3 clusters Score -1154950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1154953.250000 Penalty: 915.714478
	Iteration 23Q: 3 clusters Score -1154953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1154950.375000 Penalty: 915.714478
	Iteration 24Q: 3 clusters Score -1154950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1154952.375000 Penalty: 915.714478
	Iteration 25Q: 3 clusters Score -1154952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1154955.375000 Penalty: 915.714478
	Iteration 26Q: 3 clusters Score -1154955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1154957.125000 Penalty: 915.714478
	Iteration 27Q: 3 clusters Score -1154957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1154957.250000 Penalty: 915.714478
	Iteration 28Q: 3 clusters Score -1154957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1154957.875000 Penalty: 915.714478
	Iteration 29Q: 3 clusters Score -1154958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1154956.000000 Penalty: 915.714478
	Iteration 30Q: 3 clusters Score -1154956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1154955.625000 Penalty: 915.714478
	Iteration 31Q: 3 clusters Score -1154956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1154955.375000 Penalty: 915.714478
	Iteration 32Q: 3 clusters Score -1154955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1154955.750000 Penalty: 915.714478
	Iteration 33Q: 3 clusters Score -1154956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1154956.625000 Penalty: 915.714478
	Iteration 34Q: 3 clusters Score -1154957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1154956.375000 Penalty: 915.714478
	Iteration 35Q: 3 clusters Score -1154956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1154957.250000 Penalty: 915.714478
	Iteration 36Q: 3 clusters Score -1154957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1154957.000000 Penalty: 915.714478
	Iteration 37Q: 3 clusters Score -1154957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1154956.250000 Penalty: 915.714478
	Iteration 38Q: 3 clusters Score -1154956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1154957.000000 Penalty: 915.714478
	Iteration 39Q: 3 clusters Score -1154957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1154956.625000 Penalty: 915.714478
	Iteration 40F: 3 clusters Score -1154957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1154955.250000 Penalty: 915.714478
	Iteration 41Q: 3 clusters Score -1154955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1154955.000000 Penalty: 915.714478
	Iteration 42Q: 3 clusters Score -1154955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1154955.500000 Penalty: 915.714478
	Iteration 43Q: 3 clusters Score -1154956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1154955.375000 Penalty: 915.714478
	Iteration 44Q: 3 clusters Score -1154955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1154955.375000 Penalty: 915.714478
	Iteration 45Q: 3 clusters Score -1154955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1154955.500000 Penalty: 915.714478
	Iteration 46Q: 3 clusters Score -1154956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1154955.000000 Penalty: 915.714478
	Iteration 47Q: 3 clusters Score -1154955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1154955.000000 Penalty: 915.714478
	Iteration 48Q: 3 clusters Score -1154955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1154958.250000 Penalty: 915.714478
	Iteration 49Q: 3 clusters Score -1154958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1154958.250000 Penalty: 915.714478
	Iteration 50Q: 3 clusters Score -1154958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1154957.000000 Penalty: 915.714478
	Iteration 51Q: 3 clusters Score -1154957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1154957.875000 Penalty: 915.714478
	Iteration 52Q: 3 clusters Score -1154958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1154957.250000 Penalty: 915.714478
	Iteration 53Q: 3 clusters Score -1154957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1154958.250000 Penalty: 915.714478
	Iteration 54Q: 3 clusters Score -1154958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1154957.375000 Penalty: 915.714478
	Iteration 55Q: 3 clusters Score -1154957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1154954.750000 Penalty: 915.714478
	Iteration 56Q: 3 clusters Score -1154955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1154958.375000 Penalty: 915.714478
	Iteration 57Q: 3 clusters Score -1154958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1154957.750000 Penalty: 915.714478
	Iteration 58Q: 3 clusters Score -1154958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1154960.250000 Penalty: 915.714478
	Iteration 59Q: 3 clusters Score -1154960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1154960.000000 Penalty: 915.714478
	Iteration 60F: 3 clusters Score -1154960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1154960.625000 Penalty: 915.714478
	Iteration 61Q: 3 clusters Score -1154961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1154960.875000 Penalty: 915.714478
	Iteration 62Q: 3 clusters Score -1154961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1154961.250000 Penalty: 915.714478
	Iteration 63Q: 3 clusters Score -1154961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1154959.625000 Penalty: 915.714478
	Iteration 64Q: 3 clusters Score -1154960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1154959.250000 Penalty: 915.714478
	Iteration 65Q: 3 clusters Score -1154959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1154959.375000 Penalty: 915.714478
	Iteration 66Q: 3 clusters Score -1154959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1154959.625000 Penalty: 915.714478
	Iteration 67Q: 3 clusters Score -1154960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1154958.375000 Penalty: 915.714478
	Iteration 68Q: 3 clusters Score -1154958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1154958.125000 Penalty: 915.714478
	Iteration 69Q: 3 clusters Score -1154958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1154957.125000 Penalty: 915.714478
	Iteration 70Q: 3 clusters Score -1154957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1154958.000000 Penalty: 915.714478
	Iteration 71Q: 3 clusters Score -1154958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1154958.000000 Penalty: 915.714478
	Iteration 72Q: 3 clusters Score -1154958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1154956.750000 Penalty: 915.714478
	Iteration 73Q: 3 clusters Score -1154957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1154957.000000 Penalty: 915.714478
	Iteration 74Q: 3 clusters Score -1154957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1154957.000000 Penalty: 915.714478
	Iteration 75F: 3 clusters Score -1154957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 19348 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 168339 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 4106 members 
Entering Unmasked Estep 
Score: -90618040.000000 Penalty: 36923.910156
Splitting cluster 28 changes total score from -90631744.000000 to -90618040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -300012.406250 Penalty: 394.363770
	Iteration 0F: 2 clusters Score -300012.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -296100.875000 Penalty: 788.727539
	Iteration 0F: 3 clusters Score -296100.9 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -297608.125000 Penalty: 788.727539
	Iteration 1F: 3 clusters Score -297608.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -297759.062500 Penalty: 788.727539
	Iteration 2F: 3 clusters Score -297759.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -297969.250000 Penalty: 788.727539
	Iteration 3F: 3 clusters Score -297969.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -298220.625000 Penalty: 788.727539
	Iteration 4F: 3 clusters Score -298220.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -298509.500000 Penalty: 788.727539
	Iteration 5F: 3 clusters Score -298509.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -298788.281250 Penalty: 788.727539
	Iteration 6F: 3 clusters Score -298788.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -298953.156250 Penalty: 788.727539
	Iteration 7Q: 3 clusters Score -298953.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -299022.187500 Penalty: 788.727539
	Iteration 8Q: 3 clusters Score -299022.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -299059.250000 Penalty: 788.727539
	Iteration 9Q: 3 clusters Score -299059.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -299091.406250 Penalty: 788.727539
	Iteration 10Q: 3 clusters Score -299091.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -299129.187500 Penalty: 788.727539
	Iteration 11Q: 3 clusters Score -299129.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -299156.687500 Penalty: 788.727539
	Iteration 12Q: 3 clusters Score -299156.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -299179.343750 Penalty: 788.727539
	Iteration 13Q: 3 clusters Score -299179.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -299204.156250 Penalty: 788.727539
	Iteration 14Q: 3 clusters Score -299204.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -299224.968750 Penalty: 788.727539
	Iteration 15Q: 3 clusters Score -299225 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -299245.312500 Penalty: 788.727539
	Iteration 16Q: 3 clusters Score -299245.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -299274.000000 Penalty: 788.727539
	Iteration 17Q: 3 clusters Score -299274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -299303.093750 Penalty: 788.727539
	Iteration 18Q: 3 clusters Score -299303.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -299338.156250 Penalty: 788.727539
	Iteration 19Q: 3 clusters Score -299338.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -299366.250000 Penalty: 788.727539
	Iteration 20F: 3 clusters Score -299366.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -299385.187500 Penalty: 788.727539
	Iteration 21Q: 3 clusters Score -299385.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -299403.187500 Penalty: 788.727539
	Iteration 22Q: 3 clusters Score -299403.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -299413.031250 Penalty: 788.727539
	Iteration 23Q: 3 clusters Score -299413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -299421.625000 Penalty: 788.727539
	Iteration 24Q: 3 clusters Score -299421.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -299428.187500 Penalty: 788.727539
	Iteration 25Q: 3 clusters Score -299428.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -299437.250000 Penalty: 788.727539
	Iteration 26Q: 3 clusters Score -299437.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -299447.062500 Penalty: 788.727539
	Iteration 27Q: 3 clusters Score -299447.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -299456.750000 Penalty: 788.727539
	Iteration 28Q: 3 clusters Score -299456.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -299463.781250 Penalty: 788.727539
	Iteration 29Q: 3 clusters Score -299463.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -299469.812500 Penalty: 788.727539
	Iteration 30Q: 3 clusters Score -299469.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -299476.000000 Penalty: 788.727539
	Iteration 31Q: 3 clusters Score -299476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -299479.125000 Penalty: 788.727539
	Iteration 32Q: 3 clusters Score -299479.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -299481.562500 Penalty: 788.727539
	Iteration 33Q: 3 clusters Score -299481.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -299484.562500 Penalty: 788.727539
	Iteration 34Q: 3 clusters Score -299484.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -299487.718750 Penalty: 788.727539
	Iteration 35Q: 3 clusters Score -299487.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -299491.625000 Penalty: 788.727539
	Iteration 36Q: 3 clusters Score -299491.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -299497.250000 Penalty: 788.727539
	Iteration 37Q: 3 clusters Score -299497.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -299503.250000 Penalty: 788.727539
	Iteration 38Q: 3 clusters Score -299503.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -299508.187500 Penalty: 788.727539
	Iteration 39Q: 3 clusters Score -299508.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -299512.093750 Penalty: 788.727539
	Iteration 40F: 3 clusters Score -299512.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -299514.906250 Penalty: 788.727539
	Iteration 41Q: 3 clusters Score -299514.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -299517.437500 Penalty: 788.727539
	Iteration 42Q: 3 clusters Score -299517.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -299519.562500 Penalty: 788.727539
	Iteration 43Q: 3 clusters Score -299519.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -299521.375000 Penalty: 788.727539
	Iteration 44Q: 3 clusters Score -299521.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -299523.687500 Penalty: 788.727539
	Iteration 45Q: 3 clusters Score -299523.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -299527.093750 Penalty: 788.727539
	Iteration 46Q: 3 clusters Score -299527.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -299530.562500 Penalty: 788.727539
	Iteration 47Q: 3 clusters Score -299530.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -299534.562500 Penalty: 788.727539
	Iteration 48Q: 3 clusters Score -299534.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -299540.875000 Penalty: 788.727539
	Iteration 49Q: 3 clusters Score -299540.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -299545.531250 Penalty: 788.727539
	Iteration 50Q: 3 clusters Score -299545.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -299551.625000 Penalty: 788.727539
	Iteration 51Q: 3 clusters Score -299551.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -299555.812500 Penalty: 788.727539
	Iteration 52Q: 3 clusters Score -299555.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -299559.687500 Penalty: 788.727539
	Iteration 53Q: 3 clusters Score -299559.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -299564.656250 Penalty: 788.727539
	Iteration 54Q: 3 clusters Score -299564.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -299568.906250 Penalty: 788.727539
	Iteration 55Q: 3 clusters Score -299568.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -299571.843750 Penalty: 788.727539
	Iteration 56Q: 3 clusters Score -299571.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -299575.343750 Penalty: 788.727539
	Iteration 57Q: 3 clusters Score -299575.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -299578.781250 Penalty: 788.727539
	Iteration 58Q: 3 clusters Score -299578.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -299582.625000 Penalty: 788.727539
	Iteration 59Q: 3 clusters Score -299582.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -299587.812500 Penalty: 788.727539
	Iteration 60F: 3 clusters Score -299587.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -299593.125000 Penalty: 788.727539
	Iteration 61Q: 3 clusters Score -299593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -299596.281250 Penalty: 788.727539
	Iteration 62Q: 3 clusters Score -299596.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -299600.406250 Penalty: 788.727539
	Iteration 63Q: 3 clusters Score -299600.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -299604.218750 Penalty: 788.727539
	Iteration 64Q: 3 clusters Score -299604.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -299608.875000 Penalty: 788.727539
	Iteration 65Q: 3 clusters Score -299608.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -299611.312500 Penalty: 788.727539
	Iteration 66Q: 3 clusters Score -299611.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -299614.343750 Penalty: 788.727539
	Iteration 67Q: 3 clusters Score -299614.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -299616.093750 Penalty: 788.727539
	Iteration 68Q: 3 clusters Score -299616.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -299618.062500 Penalty: 788.727539
	Iteration 69Q: 3 clusters Score -299618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -299619.812500 Penalty: 788.727539
	Iteration 70Q: 3 clusters Score -299619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -299621.843750 Penalty: 788.727539
	Iteration 71Q: 3 clusters Score -299621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -299623.656250 Penalty: 788.727539
	Iteration 72Q: 3 clusters Score -299623.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -299625.375000 Penalty: 788.727539
	Iteration 73Q: 3 clusters Score -299625.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -299626.125000 Penalty: 788.727539
	Iteration 74Q: 3 clusters Score -299626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -299627.625000 Penalty: 788.727539
	Iteration 75Q: 3 clusters Score -299627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -299628.281250 Penalty: 788.727539
	Iteration 76Q: 3 clusters Score -299628.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -299628.281250 Penalty: 788.727539
	Iteration 77F: 3 clusters Score -299628.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -14738.785156 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -14738.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14290.041992 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -14290.04 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14426.188477 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -14426.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14523.556641 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -14523.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14560.121094 Penalty: 548.353821
	Iteration 3F: 3 clusters Score -14560.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14572.938477 Penalty: 548.353821
	Iteration 4Q: 3 clusters Score -14572.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14577.220703 Penalty: 548.353821
	Iteration 5Q: 3 clusters Score -14577.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14579.679688 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -14579.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14580.554688 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -14580.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14581.917969 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -14581.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14582.408203 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -14582.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14582.408203 Penalty: 548.353821
	Iteration 10F: 3 clusters Score -14582.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -94828.812500 Penalty: 352.259521
	Iteration 0F: 2 clusters Score -94828.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -93224.687500 Penalty: 704.519043
	Iteration 0F: 3 clusters Score -93224.69 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -93889.359375 Penalty: 704.519043
	Iteration 1F: 3 clusters Score -93889.36 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -94124.796875 Penalty: 704.519043
	Iteration 2F: 3 clusters Score -94124.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -94290.554688 Penalty: 704.519043
	Iteration 3F: 3 clusters Score -94290.55 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -94445.421875 Penalty: 704.519043
	Iteration 4F: 3 clusters Score -94445.42 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -94558.789062 Penalty: 704.519043
	Iteration 5F: 3 clusters Score -94558.79 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -94618.570312 Penalty: 704.519043
	Iteration 6Q: 3 clusters Score -94618.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -94652.593750 Penalty: 704.519043
	Iteration 7Q: 3 clusters Score -94652.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -94672.703125 Penalty: 704.519043
	Iteration 8Q: 3 clusters Score -94672.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -94683.375000 Penalty: 704.519043
	Iteration 9Q: 3 clusters Score -94683.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -94689.171875 Penalty: 704.519043
	Iteration 10Q: 3 clusters Score -94689.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -94695.523438 Penalty: 704.519043
	Iteration 11Q: 3 clusters Score -94695.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -94702.375000 Penalty: 704.519043
	Iteration 12Q: 3 clusters Score -94702.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -94706.562500 Penalty: 704.519043
	Iteration 13Q: 3 clusters Score -94706.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -94708.835938 Penalty: 704.519043
	Iteration 14Q: 3 clusters Score -94708.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -94712.578125 Penalty: 704.519043
	Iteration 15Q: 3 clusters Score -94712.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -94717.046875 Penalty: 704.519043
	Iteration 16Q: 3 clusters Score -94717.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -94721.789062 Penalty: 704.519043
	Iteration 17Q: 3 clusters Score -94721.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -94723.156250 Penalty: 704.519043
	Iteration 18Q: 3 clusters Score -94723.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -94724.289062 Penalty: 704.519043
	Iteration 19Q: 3 clusters Score -94724.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -94725.382812 Penalty: 704.519043
	Iteration 20F: 3 clusters Score -94725.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -94725.898438 Penalty: 704.519043
	Iteration 21Q: 3 clusters Score -94725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -94727.171875 Penalty: 704.519043
	Iteration 22Q: 3 clusters Score -94727.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -94728.218750 Penalty: 704.519043
	Iteration 23Q: 3 clusters Score -94728.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -94729.773438 Penalty: 704.519043
	Iteration 24Q: 3 clusters Score -94729.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -94731.617188 Penalty: 704.519043
	Iteration 25Q: 3 clusters Score -94731.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -94733.179688 Penalty: 704.519043
	Iteration 26Q: 3 clusters Score -94733.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -94733.625000 Penalty: 704.519043
	Iteration 27Q: 3 clusters Score -94733.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -94733.625000 Penalty: 704.519043
	Iteration 28F: 3 clusters Score -94733.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Entering Unmasked Estep 
Score: -275197.406250 Penalty: 393.213837
	Iteration 0F: 2 clusters Score -275197.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -271339.375000 Penalty: 786.427673
	Iteration 0F: 3 clusters Score -271339.4 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -272825.406250 Penalty: 786.427673
	Iteration 1F: 3 clusters Score -272825.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -273064.343750 Penalty: 786.427673
	Iteration 2F: 3 clusters Score -273064.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -273347.156250 Penalty: 786.427673
	Iteration 3F: 3 clusters Score -273347.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -273694.281250 Penalty: 786.427673
	Iteration 4F: 3 clusters Score -273694.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -274057.343750 Penalty: 786.427673
	Iteration 5F: 3 clusters Score -274057.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -274318.812500 Penalty: 786.427673
	Iteration 6F: 3 clusters Score -274318.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -274505.718750 Penalty: 786.427673
	Iteration 7Q: 3 clusters Score -274505.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -274579.656250 Penalty: 786.427673
	Iteration 8Q: 3 clusters Score -274579.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -274619.625000 Penalty: 786.427673
	Iteration 9Q: 3 clusters Score -274619.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -274652.593750 Penalty: 786.427673
	Iteration 10Q: 3 clusters Score -274652.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -274674.187500 Penalty: 786.427673
	Iteration 11Q: 3 clusters Score -274674.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -274693.250000 Penalty: 786.427673
	Iteration 12Q: 3 clusters Score -274693.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -274712.343750 Penalty: 786.427673
	Iteration 13Q: 3 clusters Score -274712.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -274731.593750 Penalty: 786.427673
	Iteration 14Q: 3 clusters Score -274731.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -274742.218750 Penalty: 786.427673
	Iteration 15Q: 3 clusters Score -274742.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -274752.625000 Penalty: 786.427673
	Iteration 16Q: 3 clusters Score -274752.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -274763.312500 Penalty: 786.427673
	Iteration 17Q: 3 clusters Score -274763.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -274775.687500 Penalty: 786.427673
	Iteration 18Q: 3 clusters Score -274775.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -274788.437500 Penalty: 786.427673
	Iteration 19Q: 3 clusters Score -274788.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -274799.125000 Penalty: 786.427673
	Iteration 20F: 3 clusters Score -274799.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -274805.343750 Penalty: 786.427673
	Iteration 21Q: 3 clusters Score -274805.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -274810.468750 Penalty: 786.427673
	Iteration 22Q: 3 clusters Score -274810.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -274814.906250 Penalty: 786.427673
	Iteration 23Q: 3 clusters Score -274814.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -274821.687500 Penalty: 786.427673
	Iteration 24Q: 3 clusters Score -274821.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -274828.125000 Penalty: 786.427673
	Iteration 25Q: 3 clusters Score -274828.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -274837.406250 Penalty: 786.427673
	Iteration 26Q: 3 clusters Score -274837.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -274844.843750 Penalty: 786.427673
	Iteration 27Q: 3 clusters Score -274844.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -274850.843750 Penalty: 786.427673
	Iteration 28Q: 3 clusters Score -274850.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -274856.000000 Penalty: 786.427673
	Iteration 29Q: 3 clusters Score -274856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -274864.718750 Penalty: 786.427673
	Iteration 30Q: 3 clusters Score -274864.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -274872.593750 Penalty: 786.427673
	Iteration 31Q: 3 clusters Score -274872.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -274882.812500 Penalty: 786.427673
	Iteration 32Q: 3 clusters Score -274882.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -274893.187500 Penalty: 786.427673
	Iteration 33Q: 3 clusters Score -274893.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -274895.437500 Penalty: 786.427673
	Iteration 34Q: 3 clusters Score -274895.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -274899.000000 Penalty: 786.427673
	Iteration 35Q: 3 clusters Score -274899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -274904.468750 Penalty: 786.427673
	Iteration 36Q: 3 clusters Score -274904.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -274908.562500 Penalty: 786.427673
	Iteration 37Q: 3 clusters Score -274908.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -274913.468750 Penalty: 786.427673
	Iteration 38Q: 3 clusters Score -274913.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -274917.156250 Penalty: 786.427673
	Iteration 39Q: 3 clusters Score -274917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -274920.312500 Penalty: 786.427673
	Iteration 40F: 3 clusters Score -274920.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -274920.625000 Penalty: 786.427673
	Iteration 41Q: 3 clusters Score -274920.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -274920.625000 Penalty: 786.427673
	Iteration 42F: 3 clusters Score -274920.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Entering Unmasked Estep 
Score: -470985.656250 Penalty: 416.051392
	Iteration 0F: 2 clusters Score -470985.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -464662.000000 Penalty: 832.102783
	Iteration 0F: 3 clusters Score -464662 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -467369.343750 Penalty: 832.102783
	Iteration 1F: 3 clusters Score -467369.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -467855.187500 Penalty: 832.102783
	Iteration 2F: 3 clusters Score -467855.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -468540.937500 Penalty: 832.102783
	Iteration 3F: 3 clusters Score -468540.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -469368.843750 Penalty: 832.102783
	Iteration 4F: 3 clusters Score -469368.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -470164.937500 Penalty: 832.102783
	Iteration 5F: 3 clusters Score -470164.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -470682.343750 Penalty: 832.102783
	Iteration 6F: 3 clusters Score -470682.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -470918.343750 Penalty: 832.102783
	Iteration 7Q: 3 clusters Score -470918.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -470994.125000 Penalty: 832.102783
	Iteration 8Q: 3 clusters Score -470994.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -471026.312500 Penalty: 832.102783
	Iteration 9Q: 3 clusters Score -471026.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -471046.968750 Penalty: 832.102783
	Iteration 10Q: 3 clusters Score -471047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -471063.531250 Penalty: 832.102783
	Iteration 11Q: 3 clusters Score -471063.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -471075.093750 Penalty: 832.102783
	Iteration 12Q: 3 clusters Score -471075.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -471080.281250 Penalty: 832.102783
	Iteration 13Q: 3 clusters Score -471080.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -471085.562500 Penalty: 832.102783
	Iteration 14Q: 3 clusters Score -471085.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -471089.718750 Penalty: 832.102783
	Iteration 15Q: 3 clusters Score -471089.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -471092.562500 Penalty: 832.102783
	Iteration 16Q: 3 clusters Score -471092.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -471094.437500 Penalty: 832.102783
	Iteration 17Q: 3 clusters Score -471094.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -471095.812500 Penalty: 832.102783
	Iteration 18Q: 3 clusters Score -471095.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -471098.000000 Penalty: 832.102783
	Iteration 19Q: 3 clusters Score -471098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -471101.062500 Penalty: 832.102783
	Iteration 20F: 3 clusters Score -471101.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -471103.750000 Penalty: 832.102783
	Iteration 21Q: 3 clusters Score -471103.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -471106.750000 Penalty: 832.102783
	Iteration 22Q: 3 clusters Score -471106.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -471110.656250 Penalty: 832.102783
	Iteration 23Q: 3 clusters Score -471110.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -471112.718750 Penalty: 832.102783
	Iteration 24Q: 3 clusters Score -471112.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -471115.875000 Penalty: 832.102783
	Iteration 25Q: 3 clusters Score -471115.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -471118.562500 Penalty: 832.102783
	Iteration 26Q: 3 clusters Score -471118.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -471121.250000 Penalty: 832.102783
	Iteration 27Q: 3 clusters Score -471121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -471122.531250 Penalty: 832.102783
	Iteration 28Q: 3 clusters Score -471122.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -471122.718750 Penalty: 832.102783
	Iteration 29Q: 3 clusters Score -471122.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -471123.812500 Penalty: 832.102783
	Iteration 30Q: 3 clusters Score -471123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -471124.750000 Penalty: 832.102783
	Iteration 31Q: 3 clusters Score -471124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -471124.156250 Penalty: 832.102783
	Iteration 32Q: 3 clusters Score -471124.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -471124.312500 Penalty: 832.102783
	Iteration 33Q: 3 clusters Score -471124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -471125.468750 Penalty: 832.102783
	Iteration 34Q: 3 clusters Score -471125.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -471125.531250 Penalty: 832.102783
	Iteration 35Q: 3 clusters Score -471125.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -471125.281250 Penalty: 832.102783
	Iteration 36Q: 3 clusters Score -471125.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -471127.562500 Penalty: 832.102783
	Iteration 37Q: 3 clusters Score -471127.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -471128.531250 Penalty: 832.102783
	Iteration 38Q: 3 clusters Score -471128.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -471128.687500 Penalty: 832.102783
	Iteration 39Q: 3 clusters Score -471128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -471128.125000 Penalty: 832.102783
	Iteration 40F: 3 clusters Score -471128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -471129.531250 Penalty: 832.102783
	Iteration 41Q: 3 clusters Score -471129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -471128.875000 Penalty: 832.102783
	Iteration 42Q: 3 clusters Score -471128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -471129.281250 Penalty: 832.102783
	Iteration 43Q: 3 clusters Score -471129.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -471131.687500 Penalty: 832.102783
	Iteration 44Q: 3 clusters Score -471131.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -471131.500000 Penalty: 832.102783
	Iteration 45Q: 3 clusters Score -471131.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -471132.500000 Penalty: 832.102783
	Iteration 46Q: 3 clusters Score -471132.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -471133.562500 Penalty: 832.102783
	Iteration 47Q: 3 clusters Score -471133.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -471132.750000 Penalty: 832.102783
	Iteration 48Q: 3 clusters Score -471132.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -471132.875000 Penalty: 832.102783
	Iteration 49Q: 3 clusters Score -471132.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -471133.468750 Penalty: 832.102783
	Iteration 50Q: 3 clusters Score -471133.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -471135.156250 Penalty: 832.102783
	Iteration 51Q: 3 clusters Score -471135.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -471136.937500 Penalty: 832.102783
	Iteration 52Q: 3 clusters Score -471136.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -471140.406250 Penalty: 832.102783
	Iteration 53Q: 3 clusters Score -471140.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -471140.593750 Penalty: 832.102783
	Iteration 54Q: 3 clusters Score -471140.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -471142.343750 Penalty: 832.102783
	Iteration 55Q: 3 clusters Score -471142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -471141.562500 Penalty: 832.102783
	Iteration 56Q: 3 clusters Score -471141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -471142.281250 Penalty: 832.102783
	Iteration 57Q: 3 clusters Score -471142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -471142.156250 Penalty: 832.102783
	Iteration 58Q: 3 clusters Score -471142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -471142.781250 Penalty: 832.102783
	Iteration 59Q: 3 clusters Score -471142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -471142.687500 Penalty: 832.102783
	Iteration 60F: 3 clusters Score -471142.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -471143.312500 Penalty: 832.102783
	Iteration 61Q: 3 clusters Score -471143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -471143.750000 Penalty: 832.102783
	Iteration 62Q: 3 clusters Score -471143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -471144.250000 Penalty: 832.102783
	Iteration 63Q: 3 clusters Score -471144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -471143.375000 Penalty: 832.102783
	Iteration 64Q: 3 clusters Score -471143.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -471143.906250 Penalty: 832.102783
	Iteration 65Q: 3 clusters Score -471143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -471145.250000 Penalty: 832.102783
	Iteration 66Q: 3 clusters Score -471145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -471144.531250 Penalty: 832.102783
	Iteration 67Q: 3 clusters Score -471144.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -471146.218750 Penalty: 832.102783
	Iteration 68Q: 3 clusters Score -471146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -471144.687500 Penalty: 832.102783
	Iteration 69Q: 3 clusters Score -471144.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -471146.531250 Penalty: 832.102783
	Iteration 70Q: 3 clusters Score -471146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -471147.125000 Penalty: 832.102783
	Iteration 71Q: 3 clusters Score -471147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -471148.375000 Penalty: 832.102783
	Iteration 72Q: 3 clusters Score -471148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -471147.937500 Penalty: 832.102783
	Iteration 73Q: 3 clusters Score -471147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -471147.937500 Penalty: 832.102783
	Iteration 74F: 3 clusters Score -471147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 7610 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 168339 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 1748 members 
Entering Unmasked Estep 
Score: -90618136.000000 Penalty: 36923.910156
Splitting cluster 33 changes total score from -90631744.000000 to -90618136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -91596.523438 Penalty: 341.424774
	Iteration 0F: 2 clusters Score -91596.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -90281.984375 Penalty: 682.849548
	Iteration 0F: 3 clusters Score -90281.98 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -90747.320312 Penalty: 682.849548
	Iteration 1F: 3 clusters Score -90747.32 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90844.031250 Penalty: 682.849548
	Iteration 2F: 3 clusters Score -90844.03 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -90914.765625 Penalty: 682.849548
	Iteration 3F: 3 clusters Score -90914.77 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -90995.015625 Penalty: 682.849548
	Iteration 4F: 3 clusters Score -90995.02 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -91067.250000 Penalty: 682.849548
	Iteration 5F: 3 clusters Score -91067.25 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -91117.429688 Penalty: 682.849548
	Iteration 6Q: 3 clusters Score -91117.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -91160.789062 Penalty: 682.849548
	Iteration 7Q: 3 clusters Score -91160.79 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -91193.421875 Penalty: 682.849548
	Iteration 8Q: 3 clusters Score -91193.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -91224.117188 Penalty: 682.849548
	Iteration 9Q: 3 clusters Score -91224.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91266.687500 Penalty: 682.849548
	Iteration 10Q: 3 clusters Score -91266.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91329.734375 Penalty: 682.849548
	Iteration 11Q: 3 clusters Score -91329.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91407.976562 Penalty: 682.849548
	Iteration 12Q: 3 clusters Score -91407.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91470.164062 Penalty: 682.849548
	Iteration 13Q: 3 clusters Score -91470.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91546.843750 Penalty: 682.849548
	Iteration 14Q: 3 clusters Score -91546.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91608.039062 Penalty: 682.849548
	Iteration 15Q: 3 clusters Score -91608.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91660.742188 Penalty: 682.849548
	Iteration 16Q: 3 clusters Score -91660.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91685.390625 Penalty: 682.849548
	Iteration 17Q: 3 clusters Score -91685.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91694.046875 Penalty: 682.849548
	Iteration 18Q: 3 clusters Score -91694.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -91698.578125 Penalty: 682.849548
	Iteration 19Q: 3 clusters Score -91698.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91705.445312 Penalty: 682.849548
	Iteration 20F: 3 clusters Score -91705.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91709.648438 Penalty: 682.849548
	Iteration 21Q: 3 clusters Score -91709.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91712.687500 Penalty: 682.849548
	Iteration 22Q: 3 clusters Score -91712.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91715.015625 Penalty: 682.849548
	Iteration 23Q: 3 clusters Score -91715.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91717.976562 Penalty: 682.849548
	Iteration 24Q: 3 clusters Score -91717.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91720.109375 Penalty: 682.849548
	Iteration 25Q: 3 clusters Score -91720.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91722.476562 Penalty: 682.849548
	Iteration 26Q: 3 clusters Score -91722.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91725.484375 Penalty: 682.849548
	Iteration 27Q: 3 clusters Score -91725.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91726.078125 Penalty: 682.849548
	Iteration 28Q: 3 clusters Score -91726.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91726.414062 Penalty: 682.849548
	Iteration 29Q: 3 clusters Score -91726.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91726.742188 Penalty: 682.849548
	Iteration 30Q: 3 clusters Score -91726.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91727.312500 Penalty: 682.849548
	Iteration 31Q: 3 clusters Score -91727.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91727.750000 Penalty: 682.849548
	Iteration 32Q: 3 clusters Score -91727.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91728.164062 Penalty: 682.849548
	Iteration 33Q: 3 clusters Score -91728.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91728.164062 Penalty: 682.849548
	Iteration 34F: 3 clusters Score -91728.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1469 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 168339 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 346 members 
Entering Unmasked Estep 
Score: -90618168.000000 Penalty: 36923.910156
Splitting cluster 34 changes total score from -90631744.000000 to -90618168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -183455.468750 Penalty: 377.921997
	Iteration 0F: 2 clusters Score -183455.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -180671.281250 Penalty: 755.843994
	Iteration 0F: 3 clusters Score -180671.3 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -181798.453125 Penalty: 755.843994
	Iteration 1F: 3 clusters Score -181798.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -182016.078125 Penalty: 755.843994
	Iteration 2F: 3 clusters Score -182016.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -182234.546875 Penalty: 755.843994
	Iteration 3F: 3 clusters Score -182234.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -182446.187500 Penalty: 755.843994
	Iteration 4F: 3 clusters Score -182446.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -182571.515625 Penalty: 755.843994
	Iteration 5Q: 3 clusters Score -182571.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -182638.859375 Penalty: 755.843994
	Iteration 6Q: 3 clusters Score -182638.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -182689.468750 Penalty: 755.843994
	Iteration 7Q: 3 clusters Score -182689.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -182748.500000 Penalty: 755.843994
	Iteration 8Q: 3 clusters Score -182748.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -182795.890625 Penalty: 755.843994
	Iteration 9Q: 3 clusters Score -182795.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -182850.062500 Penalty: 755.843994
	Iteration 10Q: 3 clusters Score -182850.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -182902.015625 Penalty: 755.843994
	Iteration 11Q: 3 clusters Score -182902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -182976.359375 Penalty: 755.843994
	Iteration 12Q: 3 clusters Score -182976.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -183051.468750 Penalty: 755.843994
	Iteration 13Q: 3 clusters Score -183051.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -183102.281250 Penalty: 755.843994
	Iteration 14Q: 3 clusters Score -183102.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -183141.156250 Penalty: 755.843994
	Iteration 15Q: 3 clusters Score -183141.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -183171.656250 Penalty: 755.843994
	Iteration 16Q: 3 clusters Score -183171.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -183198.812500 Penalty: 755.843994
	Iteration 17Q: 3 clusters Score -183198.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -183207.734375 Penalty: 755.843994
	Iteration 18Q: 3 clusters Score -183207.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -183211.546875 Penalty: 755.843994
	Iteration 19Q: 3 clusters Score -183211.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -183214.953125 Penalty: 755.843994
	Iteration 20F: 3 clusters Score -183215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -183216.296875 Penalty: 755.843994
	Iteration 21Q: 3 clusters Score -183216.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -183216.765625 Penalty: 755.843994
	Iteration 22Q: 3 clusters Score -183216.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -183217.531250 Penalty: 755.843994
	Iteration 23Q: 3 clusters Score -183217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -183217.515625 Penalty: 755.843994
	Iteration 24Q: 3 clusters Score -183217.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -183217.796875 Penalty: 755.843994
	Iteration 25Q: 3 clusters Score -183217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -183217.796875 Penalty: 755.843994
	Iteration 26F: 3 clusters Score -183217.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -10550.506836 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -10550.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10142.270508 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -10142.27 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10302.608398 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -10302.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10341.312500 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -10341.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10375.238281 Penalty: 549.879639
	Iteration 3F: 3 clusters Score -10375.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10398.257812 Penalty: 549.879639
	Iteration 4F: 3 clusters Score -10398.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10426.976562 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -10426.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10448.632812 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -10448.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10459.925781 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -10459.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10461.961914 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -10461.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10466.630859 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -10466.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10469.640625 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -10469.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10469.640625 Penalty: 549.879639
	Iteration 11F: 3 clusters Score -10469.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (168339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168339 members 
Entering Unmasked Estep 
Score: -8504304.000000 Penalty: 547.534973
	Iteration 0F: 2 clusters Score -8504304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -8411543.000000 Penalty: 1095.069946
	Iteration 0F: 3 clusters Score -8411543 nChanged 82610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81664 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
Score: -8461212.000000 Penalty: 1095.069946
	Iteration 1F: 3 clusters Score -8461212 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -8462168.000000 Penalty: 1095.069946
	Iteration 2Q: 3 clusters Score -8462168 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -8463998.000000 Penalty: 1095.069946
	Iteration 3Q: 3 clusters Score -8463998 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 107913 members 
Entering Unmasked Estep 
Score: -8470683.000000 Penalty: 1095.069946
	Iteration 4F: 3 clusters Score -8470683 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 120928 members 
Entering Unmasked Estep 
Score: -8477261.000000 Penalty: 1095.069946
	Iteration 5F: 3 clusters Score -8477261 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 132201 members 
Entering Unmasked Estep 
Score: -8483797.000000 Penalty: 1095.069946
	Iteration 6F: 3 clusters Score -8483797 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 139035 members 
Entering Unmasked Estep 
Score: -8491690.000000 Penalty: 1095.069946
	Iteration 7F: 3 clusters Score -8491690 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 140236 members 
Entering Unmasked Estep 
Score: -8499301.000000 Penalty: 1095.069946
	Iteration 8Q: 3 clusters Score -8499301 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 137908 members 
Entering Unmasked Estep 
Score: -8504397.000000 Penalty: 1095.069946
	Iteration 9Q: 3 clusters Score -8504397 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 134816 members 
Entering Unmasked Estep 
Score: -8507523.000000 Penalty: 1095.069946
	Iteration 10Q: 3 clusters Score -8507523 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 131686 members 
Entering Unmasked Estep 
Score: -8509603.000000 Penalty: 1095.069946
	Iteration 11Q: 3 clusters Score -8509603 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 128311 members 
Entering Unmasked Estep 
Score: -8512017.000000 Penalty: 1095.069946
	Iteration 12Q: 3 clusters Score -8512017 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 124904 members 
Entering Unmasked Estep 
Score: -8514553.000000 Penalty: 1095.069946
	Iteration 13Q: 3 clusters Score -8514553 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 121961 members 
Entering Unmasked Estep 
Score: -8516746.000000 Penalty: 1095.069946
	Iteration 14Q: 3 clusters Score -8516746 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 119604 members 
Entering Unmasked Estep 
Score: -8518139.000000 Penalty: 1095.069946
	Iteration 15Q: 3 clusters Score -8518139 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 117708 members 
Entering Unmasked Estep 
Score: -8519200.000000 Penalty: 1095.069946
	Iteration 16Q: 3 clusters Score -8519200 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 116298 members 
Entering Unmasked Estep 
Score: -8519723.000000 Penalty: 1095.069946
	Iteration 17Q: 3 clusters Score -8519723 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 115519 members 
Entering Unmasked Estep 
Score: -8520012.000000 Penalty: 1095.069946
	Iteration 18Q: 3 clusters Score -8520012 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 115017 members 
Entering Unmasked Estep 
Score: -8520232.000000 Penalty: 1095.069946
	Iteration 19Q: 3 clusters Score -8520232 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -8520587.000000 Penalty: 1095.069946
	Iteration 20F: 3 clusters Score -8520587 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
Score: -8520688.000000 Penalty: 1095.069946
	Iteration 21Q: 3 clusters Score -8520688 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 114236 members 
Entering Unmasked Estep 
Score: -8520736.000000 Penalty: 1095.069946
	Iteration 22Q: 3 clusters Score -8520736 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 114167 members 
Entering Unmasked Estep 
Score: -8520770.000000 Penalty: 1095.069946
	Iteration 23Q: 3 clusters Score -8520770 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 114131 members 
Entering Unmasked Estep 
Score: -8520789.000000 Penalty: 1095.069946
	Iteration 24Q: 3 clusters Score -8520789 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 114105 members 
Entering Unmasked Estep 
Score: -8520788.000000 Penalty: 1095.069946
	Iteration 25Q: 3 clusters Score -8520788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 114090 members 
Entering Unmasked Estep 
Score: -8520797.000000 Penalty: 1095.069946
	Iteration 26Q: 3 clusters Score -8520797 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 114074 members 
Entering Unmasked Estep 
Score: -8520811.000000 Penalty: 1095.069946
	Iteration 27Q: 3 clusters Score -8520811 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 114047 members 
Entering Unmasked Estep 
Score: -8520798.000000 Penalty: 1095.069946
	Iteration 28Q: 3 clusters Score -8520798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 114017 members 
Entering Unmasked Estep 
Score: -8520784.000000 Penalty: 1095.069946
	Iteration 29Q: 3 clusters Score -8520784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 113999 members 
Entering Unmasked Estep 
Score: -8520779.000000 Penalty: 1095.069946
	Iteration 30Q: 3 clusters Score -8520779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -8520774.000000 Penalty: 1095.069946
	Iteration 31Q: 3 clusters Score -8520774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 113988 members 
Entering Unmasked Estep 
Score: -8520772.000000 Penalty: 1095.069946
	Iteration 32Q: 3 clusters Score -8520772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 114003 members 
Entering Unmasked Estep 
Score: -8520769.000000 Penalty: 1095.069946
	Iteration 33Q: 3 clusters Score -8520769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 114008 members 
Entering Unmasked Estep 
Score: -8520769.000000 Penalty: 1095.069946
	Iteration 34Q: 3 clusters Score -8520769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 114010 members 
Entering Unmasked Estep 
Score: -8520765.000000 Penalty: 1095.069946
	Iteration 35Q: 3 clusters Score -8520765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 114018 members 
Entering Unmasked Estep 
Score: -8520748.000000 Penalty: 1095.069946
	Iteration 36Q: 3 clusters Score -8520748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 114019 members 
Entering Unmasked Estep 
Score: -8520754.000000 Penalty: 1095.069946
	Iteration 37Q: 3 clusters Score -8520754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 114019 members 
Entering Unmasked Estep 
Score: -8520756.000000 Penalty: 1095.069946
	Iteration 38Q: 3 clusters Score -8520756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 114024 members 
Entering Unmasked Estep 
Score: -8520760.000000 Penalty: 1095.069946
	Iteration 39Q: 3 clusters Score -8520760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 114029 members 
Entering Unmasked Estep 
Score: -8520758.000000 Penalty: 1095.069946
	Iteration 40F: 3 clusters Score -8520758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 114028 members 
Entering Unmasked Estep 
Score: -8520754.000000 Penalty: 1095.069946
	Iteration 41Q: 3 clusters Score -8520754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 114027 members 
Entering Unmasked Estep 
Score: -8520760.000000 Penalty: 1095.069946
	Iteration 42Q: 3 clusters Score -8520760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 114027 members 
Entering Unmasked Estep 
Score: -8520760.000000 Penalty: 1095.069946
	Iteration 43F: 3 clusters Score -8520760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 54312 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 666 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 114027 members 
Entering Unmasked Estep 
Score: -90633296.000000 Penalty: 36923.910156
Splitting cluster 37 changes total score from -90631744.000000 to -90633296.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 38 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -66773.585938 Penalty: 329.644836
	Iteration 0F: 2 clusters Score -66773.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -65709.117188 Penalty: 659.289673
	Iteration 0F: 3 clusters Score -65709.12 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -66022.437500 Penalty: 659.289673
	Iteration 1F: 3 clusters Score -66022.44 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -66078.820312 Penalty: 659.289673
	Iteration 2F: 3 clusters Score -66078.82 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -66121.679688 Penalty: 659.289673
	Iteration 3F: 3 clusters Score -66121.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -66166.492188 Penalty: 659.289673
	Iteration 4Q: 3 clusters Score -66166.49 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -66210.523438 Penalty: 659.289673
	Iteration 5Q: 3 clusters Score -66210.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -66272.507812 Penalty: 659.289673
	Iteration 6Q: 3 clusters Score -66272.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -66342.789062 Penalty: 659.289673
	Iteration 7F: 3 clusters Score -66342.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66416.382812 Penalty: 659.289673
	Iteration 8Q: 3 clusters Score -66416.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66464.117188 Penalty: 659.289673
	Iteration 9Q: 3 clusters Score -66464.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66487.257812 Penalty: 659.289673
	Iteration 10Q: 3 clusters Score -66487.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66502.000000 Penalty: 659.289673
	Iteration 11Q: 3 clusters Score -66502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66511.585938 Penalty: 659.289673
	Iteration 12Q: 3 clusters Score -66511.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66516.093750 Penalty: 659.289673
	Iteration 13Q: 3 clusters Score -66516.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66522.281250 Penalty: 659.289673
	Iteration 14Q: 3 clusters Score -66522.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66525.132812 Penalty: 659.289673
	Iteration 15Q: 3 clusters Score -66525.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66528.992188 Penalty: 659.289673
	Iteration 16Q: 3 clusters Score -66528.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66531.695312 Penalty: 659.289673
	Iteration 17Q: 3 clusters Score -66531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66532.562500 Penalty: 659.289673
	Iteration 18Q: 3 clusters Score -66532.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66534.101562 Penalty: 659.289673
	Iteration 19Q: 3 clusters Score -66534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66535.757812 Penalty: 659.289673
	Iteration 20F: 3 clusters Score -66535.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66537.046875 Penalty: 659.289673
	Iteration 21Q: 3 clusters Score -66537.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66537.742188 Penalty: 659.289673
	Iteration 22Q: 3 clusters Score -66537.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66540.703125 Penalty: 659.289673
	Iteration 23Q: 3 clusters Score -66540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66542.023438 Penalty: 659.289673
	Iteration 24Q: 3 clusters Score -66542.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66543.320312 Penalty: 659.289673
	Iteration 25Q: 3 clusters Score -66543.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66544.250000 Penalty: 659.289673
	Iteration 26Q: 3 clusters Score -66544.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66544.562500 Penalty: 659.289673
	Iteration 27Q: 3 clusters Score -66544.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66545.281250 Penalty: 659.289673
	Iteration 28Q: 3 clusters Score -66545.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66545.546875 Penalty: 659.289673
	Iteration 29Q: 3 clusters Score -66545.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66546.671875 Penalty: 659.289673
	Iteration 30Q: 3 clusters Score -66546.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66547.593750 Penalty: 659.289673
	Iteration 31Q: 3 clusters Score -66547.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66547.593750 Penalty: 659.289673
	Iteration 32F: 3 clusters Score -66547.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (82571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Entering Unmasked Estep 
Score: -4110036.250000 Penalty: 515.124329
	Iteration 0F: 2 clusters Score -4110036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -4054226.250000 Penalty: 1030.248657
	Iteration 0F: 3 clusters Score -4054226 nChanged 40311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4077465 nChanged 2291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4077926 nChanged 2879
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4078700 nChanged 3651
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Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4080106 nChanged 4867
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Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4082612 nChanged 6038
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Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4086892 nChanged 6815
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4093102 nChanged 6189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4099438 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4103818 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4106086 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 76929 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4107180 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4107764 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4108180 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4108456 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4108675 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4108871 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4108992 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4109071 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4109176 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4109242 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4109295 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4109378 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 81042 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4109444 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4109456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 81223 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4109479 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 81290 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4109494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4109499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4109517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4109532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4109540 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4109558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4109570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4109576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4109584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4109595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 81731 members 
Entering Unmasked Estep 
Score: -4109605.000000 Penalty: 1030.248657
	Iteration 36Q: 3 clusters Score -4109605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 81756 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4109618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -4109620.500000 Penalty: 1030.248657
	Iteration 38Q: 3 clusters Score -4109620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -4109627.250000 Penalty: 1030.248657
	Iteration 39Q: 3 clusters Score -4109627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 81792 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4109632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4109634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4109632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4109634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4109634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -4109639.000000 Penalty: 1030.248657
	Iteration 45Q: 3 clusters Score -4109639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 81841 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4109639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 81851 members 
Entering Unmasked Estep 
Score: -4109652.250000 Penalty: 1030.248657
	Iteration 47Q: 3 clusters Score -4109652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4109652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 81864 members 
Entering Unmasked Estep 
Score: -4109645.500000 Penalty: 1030.248657
	Iteration 49Q: 3 clusters Score -4109646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -4109651.250000 Penalty: 1030.248657
	Iteration 50Q: 3 clusters Score -4109651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -4109649.250000 Penalty: 1030.248657
	Iteration 51Q: 3 clusters Score -4109649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
Score: -4109647.000000 Penalty: 1030.248657
	Iteration 52Q: 3 clusters Score -4109647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -4109646.500000 Penalty: 1030.248657
	Iteration 53Q: 3 clusters Score -4109646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -4109650.750000 Penalty: 1030.248657
	Iteration 54Q: 3 clusters Score -4109651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -4109657.250000 Penalty: 1030.248657
	Iteration 55Q: 3 clusters Score -4109657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -4109661.250000 Penalty: 1030.248657
	Iteration 56Q: 3 clusters Score -4109661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -4109663.000000 Penalty: 1030.248657
	Iteration 57Q: 3 clusters Score -4109663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4109666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -4109671.500000 Penalty: 1030.248657
	Iteration 59Q: 3 clusters Score -4109672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -4109674.750000 Penalty: 1030.248657
	Iteration 60F: 3 clusters Score -4109675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -4109675.250000 Penalty: 1030.248657
	Iteration 61Q: 3 clusters Score -4109675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -4109673.250000 Penalty: 1030.248657
	Iteration 62Q: 3 clusters Score -4109673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 81950 members 
Entering Unmasked Estep 
Score: -4109678.500000 Penalty: 1030.248657
	Iteration 63Q: 3 clusters Score -4109678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
Score: -4109677.250000 Penalty: 1030.248657
	Iteration 64Q: 3 clusters Score -4109677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -4109674.500000 Penalty: 1030.248657
	Iteration 65Q: 3 clusters Score -4109674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -4109676.750000 Penalty: 1030.248657
	Iteration 66Q: 3 clusters Score -4109677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
Score: -4109681.000000 Penalty: 1030.248657
	Iteration 67Q: 3 clusters Score -4109681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -4109683.750000 Penalty: 1030.248657
	Iteration 68Q: 3 clusters Score -4109684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
Score: -4109683.750000 Penalty: 1030.248657
	Iteration 69Q: 3 clusters Score -4109684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -4109685.250000 Penalty: 1030.248657
	Iteration 70Q: 3 clusters Score -4109685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -4109685.250000 Penalty: 1030.248657
	Iteration 71Q: 3 clusters Score -4109685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -4109690.500000 Penalty: 1030.248657
	Iteration 72Q: 3 clusters Score -4109690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 81992 members 
Entering Unmasked Estep 
Score: -4109695.500000 Penalty: 1030.248657
	Iteration 73Q: 3 clusters Score -4109696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -4109695.500000 Penalty: 1030.248657
	Iteration 74Q: 3 clusters Score -4109696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -4109692.000000 Penalty: 1030.248657
	Iteration 75Q: 3 clusters Score -4109692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -4109692.250000 Penalty: 1030.248657
	Iteration 76Q: 3 clusters Score -4109692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -4109695.000000 Penalty: 1030.248657
	Iteration 77Q: 3 clusters Score -4109695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -4109694.750000 Penalty: 1030.248657
	Iteration 78Q: 3 clusters Score -4109695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -4109697.500000 Penalty: 1030.248657
	Iteration 79Q: 3 clusters Score -4109698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -4109698.250000 Penalty: 1030.248657
	Iteration 80F: 3 clusters Score -4109698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -4109699.500000 Penalty: 1030.248657
	Iteration 81Q: 3 clusters Score -4109700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -4109699.000000 Penalty: 1030.248657
	Iteration 82Q: 3 clusters Score -4109699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4109698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -4109698.250000 Penalty: 1030.248657
	Iteration 84F: 3 clusters Score -4109698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -31705.443359 Penalty: 295.808685
	Iteration 0F: 2 clusters Score -31705.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -31175.716797 Penalty: 591.617371
	Iteration 0F: 3 clusters Score -31175.72 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -31674.136719 Penalty: 591.617371
	Iteration 1F: 3 clusters Score -31674.14 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -31826.937500 Penalty: 591.617371
	Iteration 2F: 3 clusters Score -31826.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -31853.800781 Penalty: 591.617371
	Iteration 3Q: 3 clusters Score -31853.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -31861.515625 Penalty: 591.617371
	Iteration 4Q: 3 clusters Score -31861.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -31866.314453 Penalty: 591.617371
	Iteration 5Q: 3 clusters Score -31866.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -31873.003906 Penalty: 591.617371
	Iteration 6Q: 3 clusters Score -31873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31883.111328 Penalty: 591.617371
	Iteration 7Q: 3 clusters Score -31883.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31883.111328 Penalty: 591.617371
	Iteration 8F: 3 clusters Score -31883.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 54312 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 259 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 1529 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 114027 members 
Mstep: Class 57 contains 407 members 
Entering Unmasked Estep 
Score: -90633520.000000 Penalty: 37583.265625
Splitting cluster 40 changes total score from -90631744.000000 to -90633520.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 41 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -10005.842773 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -10005.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9700.724609 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -9700.725 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9779.461914 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -9779.462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9790.268555 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -9790.269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9793.549805 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -9793.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9794.389648 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -9794.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9795.291016 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -9795.291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9797.371094 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -9797.371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9799.794922 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -9799.795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9801.435547 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -9801.436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9801.435547 Penalty: 504.611145
	Iteration 9F: 3 clusters Score -9801.436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Entering Unmasked Estep 
Score: -468952.968750 Penalty: 412.895905
	Iteration 0F: 2 clusters Score -468953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -463045.000000 Penalty: 825.791809
	Iteration 0F: 3 clusters Score -463045 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -465325.250000 Penalty: 825.791809
	Iteration 1F: 3 clusters Score -465325.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -465450.906250 Penalty: 825.791809
	Iteration 2Q: 3 clusters Score -465450.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -465556.156250 Penalty: 825.791809
	Iteration 3Q: 3 clusters Score -465556.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -465665.031250 Penalty: 825.791809
	Iteration 4Q: 3 clusters Score -465665 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -465794.937500 Penalty: 825.791809
	Iteration 5Q: 3 clusters Score -465794.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -465976.093750 Penalty: 825.791809
	Iteration 6Q: 3 clusters Score -465976.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -466248.875000 Penalty: 825.791809
	Iteration 7Q: 3 clusters Score -466248.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -466606.812500 Penalty: 825.791809
	Iteration 8F: 3 clusters Score -466606.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -466993.187500 Penalty: 825.791809
	Iteration 9F: 3 clusters Score -466993.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -467288.750000 Penalty: 825.791809
	Iteration 10Q: 3 clusters Score -467288.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -467465.250000 Penalty: 825.791809
	Iteration 11Q: 3 clusters Score -467465.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -467575.500000 Penalty: 825.791809
	Iteration 12Q: 3 clusters Score -467575.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -467659.187500 Penalty: 825.791809
	Iteration 13Q: 3 clusters Score -467659.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -467733.937500 Penalty: 825.791809
	Iteration 14Q: 3 clusters Score -467733.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -467803.000000 Penalty: 825.791809
	Iteration 15Q: 3 clusters Score -467803 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -467862.687500 Penalty: 825.791809
	Iteration 16Q: 3 clusters Score -467862.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -467919.031250 Penalty: 825.791809
	Iteration 17Q: 3 clusters Score -467919 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -467960.937500 Penalty: 825.791809
	Iteration 18Q: 3 clusters Score -467960.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -467994.750000 Penalty: 825.791809
	Iteration 19Q: 3 clusters Score -467994.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -468015.625000 Penalty: 825.791809
	Iteration 20F: 3 clusters Score -468015.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -468030.312500 Penalty: 825.791809
	Iteration 21Q: 3 clusters Score -468030.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -468035.218750 Penalty: 825.791809
	Iteration 22Q: 3 clusters Score -468035.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -468039.562500 Penalty: 825.791809
	Iteration 23Q: 3 clusters Score -468039.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -468042.000000 Penalty: 825.791809
	Iteration 24Q: 3 clusters Score -468042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -468042.343750 Penalty: 825.791809
	Iteration 25Q: 3 clusters Score -468042.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -468042.968750 Penalty: 825.791809
	Iteration 26Q: 3 clusters Score -468043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -468043.000000 Penalty: 825.791809
	Iteration 27Q: 3 clusters Score -468043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -468043.531250 Penalty: 825.791809
	Iteration 28Q: 3 clusters Score -468043.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -468046.000000 Penalty: 825.791809
	Iteration 29Q: 3 clusters Score -468046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -468046.562500 Penalty: 825.791809
	Iteration 30Q: 3 clusters Score -468046.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -468048.406250 Penalty: 825.791809
	Iteration 31Q: 3 clusters Score -468048.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -468047.937500 Penalty: 825.791809
	Iteration 32Q: 3 clusters Score -468047.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -468048.343750 Penalty: 825.791809
	Iteration 33Q: 3 clusters Score -468048.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -468048.531250 Penalty: 825.791809
	Iteration 34Q: 3 clusters Score -468048.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -468050.968750 Penalty: 825.791809
	Iteration 35Q: 3 clusters Score -468051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -468052.218750 Penalty: 825.791809
	Iteration 36Q: 3 clusters Score -468052.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -468052.468750 Penalty: 825.791809
	Iteration 37Q: 3 clusters Score -468052.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -468052.593750 Penalty: 825.791809
	Iteration 38Q: 3 clusters Score -468052.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -468053.500000 Penalty: 825.791809
	Iteration 39Q: 3 clusters Score -468053.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -468054.812500 Penalty: 825.791809
	Iteration 40F: 3 clusters Score -468054.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -468055.625000 Penalty: 825.791809
	Iteration 41Q: 3 clusters Score -468055.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -468055.156250 Penalty: 825.791809
	Iteration 42Q: 3 clusters Score -468055.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -468056.406250 Penalty: 825.791809
	Iteration 43Q: 3 clusters Score -468056.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -468056.812500 Penalty: 825.791809
	Iteration 44Q: 3 clusters Score -468056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -468057.343750 Penalty: 825.791809
	Iteration 45Q: 3 clusters Score -468057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -468056.625000 Penalty: 825.791809
	Iteration 46Q: 3 clusters Score -468056.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -468057.750000 Penalty: 825.791809
	Iteration 47Q: 3 clusters Score -468057.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -468057.343750 Penalty: 825.791809
	Iteration 48Q: 3 clusters Score -468057.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -468057.906250 Penalty: 825.791809
	Iteration 49Q: 3 clusters Score -468057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -468060.031250 Penalty: 825.791809
	Iteration 50Q: 3 clusters Score -468060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -468058.875000 Penalty: 825.791809
	Iteration 51Q: 3 clusters Score -468058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -468058.843750 Penalty: 825.791809
	Iteration 52Q: 3 clusters Score -468058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -468058.406250 Penalty: 825.791809
	Iteration 53Q: 3 clusters Score -468058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -468059.187500 Penalty: 825.791809
	Iteration 54Q: 3 clusters Score -468059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -468059.500000 Penalty: 825.791809
	Iteration 55Q: 3 clusters Score -468059.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -468060.218750 Penalty: 825.791809
	Iteration 56Q: 3 clusters Score -468060.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -468060.000000 Penalty: 825.791809
	Iteration 57Q: 3 clusters Score -468060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -468061.062500 Penalty: 825.791809
	Iteration 58Q: 3 clusters Score -468061.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -468061.687500 Penalty: 825.791809
	Iteration 59Q: 3 clusters Score -468061.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -468062.406250 Penalty: 825.791809
	Iteration 60F: 3 clusters Score -468062.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -468064.250000 Penalty: 825.791809
	Iteration 61Q: 3 clusters Score -468064.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -468067.187500 Penalty: 825.791809
	Iteration 62Q: 3 clusters Score -468067.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -468067.375000 Penalty: 825.791809
	Iteration 63Q: 3 clusters Score -468067.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -468067.906250 Penalty: 825.791809
	Iteration 64Q: 3 clusters Score -468067.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -468067.906250 Penalty: 825.791809
	Iteration 65Q: 3 clusters Score -468067.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -468068.531250 Penalty: 825.791809
	Iteration 66Q: 3 clusters Score -468068.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -468069.500000 Penalty: 825.791809
	Iteration 67Q: 3 clusters Score -468069.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -468070.531250 Penalty: 825.791809
	Iteration 68Q: 3 clusters Score -468070.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -468071.062500 Penalty: 825.791809
	Iteration 69Q: 3 clusters Score -468071.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -468072.968750 Penalty: 825.791809
	Iteration 70Q: 3 clusters Score -468073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -468071.937500 Penalty: 825.791809
	Iteration 71Q: 3 clusters Score -468071.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -468073.468750 Penalty: 825.791809
	Iteration 72Q: 3 clusters Score -468073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -468074.562500 Penalty: 825.791809
	Iteration 73Q: 3 clusters Score -468074.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -468073.093750 Penalty: 825.791809
	Iteration 74Q: 3 clusters Score -468073.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -468073.906250 Penalty: 825.791809
	Iteration 75Q: 3 clusters Score -468073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -468074.500000 Penalty: 825.791809
	Iteration 76Q: 3 clusters Score -468074.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -468074.750000 Penalty: 825.791809
	Iteration 77Q: 3 clusters Score -468074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -468074.812500 Penalty: 825.791809
	Iteration 78Q: 3 clusters Score -468074.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -468075.687500 Penalty: 825.791809
	Iteration 79Q: 3 clusters Score -468075.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -468075.156250 Penalty: 825.791809
	Iteration 80F: 3 clusters Score -468075.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -468075.375000 Penalty: 825.791809
	Iteration 81Q: 3 clusters Score -468075.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -468074.312500 Penalty: 825.791809
	Iteration 82Q: 3 clusters Score -468074.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -468074.812500 Penalty: 825.791809
	Iteration 83Q: 3 clusters Score -468074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -468075.375000 Penalty: 825.791809
	Iteration 84Q: 3 clusters Score -468075.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -468076.593750 Penalty: 825.791809
	Iteration 85Q: 3 clusters Score -468076.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -468075.625000 Penalty: 825.791809
	Iteration 86Q: 3 clusters Score -468075.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -468076.937500 Penalty: 825.791809
	Iteration 87Q: 3 clusters Score -468076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -468077.406250 Penalty: 825.791809
	Iteration 88Q: 3 clusters Score -468077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -468077.781250 Penalty: 825.791809
	Iteration 89Q: 3 clusters Score -468077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -468078.281250 Penalty: 825.791809
	Iteration 90Q: 3 clusters Score -468078.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -468077.375000 Penalty: 825.791809
	Iteration 91Q: 3 clusters Score -468077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -468079.187500 Penalty: 825.791809
	Iteration 92Q: 3 clusters Score -468079.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -468080.593750 Penalty: 825.791809
	Iteration 93Q: 3 clusters Score -468080.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -468082.906250 Penalty: 825.791809
	Iteration 94Q: 3 clusters Score -468082.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -468083.281250 Penalty: 825.791809
	Iteration 95Q: 3 clusters Score -468083.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -468084.125000 Penalty: 825.791809
	Iteration 96Q: 3 clusters Score -468084.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -468085.843750 Penalty: 825.791809
	Iteration 97Q: 3 clusters Score -468085.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -468088.968750 Penalty: 825.791809
	Iteration 98Q: 3 clusters Score -468089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -468091.593750 Penalty: 825.791809
	Iteration 99Q: 3 clusters Score -468091.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -468092.125000 Penalty: 825.791809
	Iteration 100F: 3 clusters Score -468092.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -468096.656250 Penalty: 825.791809
	Iteration 101Q: 3 clusters Score -468096.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -468098.156250 Penalty: 825.791809
	Iteration 102Q: 3 clusters Score -468098.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -468102.937500 Penalty: 825.791809
	Iteration 103Q: 3 clusters Score -468102.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -468107.968750 Penalty: 825.791809
	Iteration 104Q: 3 clusters Score -468108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -468115.968750 Penalty: 825.791809
	Iteration 105Q: 3 clusters Score -468116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -468123.656250 Penalty: 825.791809
	Iteration 106Q: 3 clusters Score -468123.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -468128.687500 Penalty: 825.791809
	Iteration 107Q: 3 clusters Score -468128.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -468135.656250 Penalty: 825.791809
	Iteration 108Q: 3 clusters Score -468135.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -468140.187500 Penalty: 825.791809
	Iteration 109Q: 3 clusters Score -468140.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -468143.687500 Penalty: 825.791809
	Iteration 110Q: 3 clusters Score -468143.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -468147.718750 Penalty: 825.791809
	Iteration 111Q: 3 clusters Score -468147.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -468150.343750 Penalty: 825.791809
	Iteration 112Q: 3 clusters Score -468150.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -468154.312500 Penalty: 825.791809
	Iteration 113Q: 3 clusters Score -468154.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -468157.625000 Penalty: 825.791809
	Iteration 114Q: 3 clusters Score -468157.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -468161.625000 Penalty: 825.791809
	Iteration 115Q: 3 clusters Score -468161.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -468166.312500 Penalty: 825.791809
	Iteration 116Q: 3 clusters Score -468166.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -468170.843750 Penalty: 825.791809
	Iteration 117Q: 3 clusters Score -468170.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -468176.656250 Penalty: 825.791809
	Iteration 118Q: 3 clusters Score -468176.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -468182.500000 Penalty: 825.791809
	Iteration 119Q: 3 clusters Score -468182.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -468189.031250 Penalty: 825.791809
	Iteration 120F: 3 clusters Score -468189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -468196.437500 Penalty: 825.791809
	Iteration 121Q: 3 clusters Score -468196.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -468209.718750 Penalty: 825.791809
	Iteration 122Q: 3 clusters Score -468209.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -468223.343750 Penalty: 825.791809
	Iteration 123Q: 3 clusters Score -468223.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -468237.781250 Penalty: 825.791809
	Iteration 124Q: 3 clusters Score -468237.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -468248.968750 Penalty: 825.791809
	Iteration 125Q: 3 clusters Score -468249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -468256.468750 Penalty: 825.791809
	Iteration 126Q: 3 clusters Score -468256.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -468266.406250 Penalty: 825.791809
	Iteration 127Q: 3 clusters Score -468266.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -468274.687500 Penalty: 825.791809
	Iteration 128Q: 3 clusters Score -468274.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -468284.500000 Penalty: 825.791809
	Iteration 129Q: 3 clusters Score -468284.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -468290.343750 Penalty: 825.791809
	Iteration 130Q: 3 clusters Score -468290.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -468295.906250 Penalty: 825.791809
	Iteration 131Q: 3 clusters Score -468295.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -468300.781250 Penalty: 825.791809
	Iteration 132Q: 3 clusters Score -468300.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -468305.437500 Penalty: 825.791809
	Iteration 133Q: 3 clusters Score -468305.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -468310.000000 Penalty: 825.791809
	Iteration 134Q: 3 clusters Score -468310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -468314.156250 Penalty: 825.791809
	Iteration 135Q: 3 clusters Score -468314.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -468323.156250 Penalty: 825.791809
	Iteration 136Q: 3 clusters Score -468323.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -468327.593750 Penalty: 825.791809
	Iteration 137Q: 3 clusters Score -468327.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -468333.500000 Penalty: 825.791809
	Iteration 138Q: 3 clusters Score -468333.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -468342.062500 Penalty: 825.791809
	Iteration 139Q: 3 clusters Score -468342.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -468352.468750 Penalty: 825.791809
	Iteration 140F: 3 clusters Score -468352.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -468359.437500 Penalty: 825.791809
	Iteration 141Q: 3 clusters Score -468359.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -468364.843750 Penalty: 825.791809
	Iteration 142Q: 3 clusters Score -468364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -468368.687500 Penalty: 825.791809
	Iteration 143Q: 3 clusters Score -468368.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -468371.468750 Penalty: 825.791809
	Iteration 144Q: 3 clusters Score -468371.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -468375.656250 Penalty: 825.791809
	Iteration 145Q: 3 clusters Score -468375.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -468379.312500 Penalty: 825.791809
	Iteration 146Q: 3 clusters Score -468379.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -468383.781250 Penalty: 825.791809
	Iteration 147Q: 3 clusters Score -468383.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -468389.531250 Penalty: 825.791809
	Iteration 148Q: 3 clusters Score -468389.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -468394.062500 Penalty: 825.791809
	Iteration 149Q: 3 clusters Score -468394.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -468398.156250 Penalty: 825.791809
	Iteration 150Q: 3 clusters Score -468398.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -468402.125000 Penalty: 825.791809
	Iteration 151Q: 3 clusters Score -468402.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -468408.437500 Penalty: 825.791809
	Iteration 152Q: 3 clusters Score -468408.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -468415.187500 Penalty: 825.791809
	Iteration 153Q: 3 clusters Score -468415.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -468421.375000 Penalty: 825.791809
	Iteration 154Q: 3 clusters Score -468421.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -468429.750000 Penalty: 825.791809
	Iteration 155Q: 3 clusters Score -468429.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -468436.062500 Penalty: 825.791809
	Iteration 156Q: 3 clusters Score -468436.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -468441.437500 Penalty: 825.791809
	Iteration 157Q: 3 clusters Score -468441.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -468445.375000 Penalty: 825.791809
	Iteration 158Q: 3 clusters Score -468445.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -468448.687500 Penalty: 825.791809
	Iteration 159Q: 3 clusters Score -468448.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -468452.968750 Penalty: 825.791809
	Iteration 160F: 3 clusters Score -468453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -468458.625000 Penalty: 825.791809
	Iteration 161Q: 3 clusters Score -468458.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -468465.312500 Penalty: 825.791809
	Iteration 162Q: 3 clusters Score -468465.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -468468.750000 Penalty: 825.791809
	Iteration 163Q: 3 clusters Score -468468.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -468473.562500 Penalty: 825.791809
	Iteration 164Q: 3 clusters Score -468473.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -468483.031250 Penalty: 825.791809
	Iteration 165Q: 3 clusters Score -468483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -468491.156250 Penalty: 825.791809
	Iteration 166Q: 3 clusters Score -468491.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -468498.312500 Penalty: 825.791809
	Iteration 167Q: 3 clusters Score -468498.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -468502.843750 Penalty: 825.791809
	Iteration 168Q: 3 clusters Score -468502.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -468506.250000 Penalty: 825.791809
	Iteration 169Q: 3 clusters Score -468506.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -468513.875000 Penalty: 825.791809
	Iteration 170Q: 3 clusters Score -468513.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -468517.187500 Penalty: 825.791809
	Iteration 171Q: 3 clusters Score -468517.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -468520.906250 Penalty: 825.791809
	Iteration 172Q: 3 clusters Score -468520.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -468525.468750 Penalty: 825.791809
	Iteration 173Q: 3 clusters Score -468525.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -468528.875000 Penalty: 825.791809
	Iteration 174Q: 3 clusters Score -468528.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -468531.156250 Penalty: 825.791809
	Iteration 175Q: 3 clusters Score -468531.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -468535.000000 Penalty: 825.791809
	Iteration 176Q: 3 clusters Score -468535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -468539.000000 Penalty: 825.791809
	Iteration 177Q: 3 clusters Score -468539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -468542.656250 Penalty: 825.791809
	Iteration 178Q: 3 clusters Score -468542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -468545.781250 Penalty: 825.791809
	Iteration 179Q: 3 clusters Score -468545.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -468548.812500 Penalty: 825.791809
	Iteration 180F: 3 clusters Score -468548.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -468550.750000 Penalty: 825.791809
	Iteration 181Q: 3 clusters Score -468550.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -468551.500000 Penalty: 825.791809
	Iteration 182Q: 3 clusters Score -468551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -468552.312500 Penalty: 825.791809
	Iteration 183Q: 3 clusters Score -468552.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -468552.312500 Penalty: 825.791809
	Iteration 184F: 3 clusters Score -468552.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Entering Unmasked Estep 
Score: -75661.703125 Penalty: 333.622803
	Iteration 0F: 2 clusters Score -75661.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -74518.000000 Penalty: 667.245605
	Iteration 0F: 3 clusters Score -74518 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -74963.773438 Penalty: 667.245605
	Iteration 1F: 3 clusters Score -74963.77 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -75222.593750 Penalty: 667.245605
	Iteration 2F: 3 clusters Score -75222.59 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -75448.835938 Penalty: 667.245605
	Iteration 3F: 3 clusters Score -75448.84 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -75574.414062 Penalty: 667.245605
	Iteration 4F: 3 clusters Score -75574.41 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -75650.851562 Penalty: 667.245605
	Iteration 5F: 3 clusters Score -75650.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -75679.242188 Penalty: 667.245605
	Iteration 6Q: 3 clusters Score -75679.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -75696.156250 Penalty: 667.245605
	Iteration 7Q: 3 clusters Score -75696.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -75704.031250 Penalty: 667.245605
	Iteration 8Q: 3 clusters Score -75704.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -75709.070312 Penalty: 667.245605
	Iteration 9Q: 3 clusters Score -75709.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -75712.140625 Penalty: 667.245605
	Iteration 10Q: 3 clusters Score -75712.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -75713.226562 Penalty: 667.245605
	Iteration 11Q: 3 clusters Score -75713.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -75714.179688 Penalty: 667.245605
	Iteration 12Q: 3 clusters Score -75714.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -75716.007812 Penalty: 667.245605
	Iteration 13Q: 3 clusters Score -75716.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -75717.437500 Penalty: 667.245605
	Iteration 14Q: 3 clusters Score -75717.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -75717.796875 Penalty: 667.245605
	Iteration 15Q: 3 clusters Score -75717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -75717.890625 Penalty: 667.245605
	Iteration 16Q: 3 clusters Score -75717.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -75718.468750 Penalty: 667.245605
	Iteration 17Q: 3 clusters Score -75718.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -75718.468750 Penalty: 667.245605
	Iteration 18F: 3 clusters Score -75718.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 54312 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 259 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1832 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 114027 members 
Mstep: Class 57 contains 407 members 
Mstep: Class 58 contains 1130 members 
Entering Unmasked Estep 
Score: -90633400.000000 Penalty: 38242.621094
Splitting cluster 43 changes total score from -90631744.000000 to -90633400.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 44 (19667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Entering Unmasked Estep 
Score: -976526.875000 Penalty: 449.844757
	Iteration 0F: 2 clusters Score -976526.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -963338.312500 Penalty: 899.689514
	Iteration 0F: 3 clusters Score -963338.3 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -968825.250000 Penalty: 899.689514
	Iteration 1F: 3 clusters Score -968825.2 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -969396.250000 Penalty: 899.689514
	Iteration 2F: 3 clusters Score -969396.2 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -970344.437500 Penalty: 899.689514
	Iteration 3F: 3 clusters Score -970344.4 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -971659.187500 Penalty: 899.689514
	Iteration 4F: 3 clusters Score -971659.2 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -973120.937500 Penalty: 899.689514
	Iteration 5F: 3 clusters Score -973120.9 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -974586.687500 Penalty: 899.689514
	Iteration 6F: 3 clusters Score -974586.7 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -975499.187500 Penalty: 899.689514
	Iteration 7Q: 3 clusters Score -975499.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -975760.125000 Penalty: 899.689514
	Iteration 8Q: 3 clusters Score -975760.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -975878.937500 Penalty: 899.689514
	Iteration 9Q: 3 clusters Score -975878.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -975937.562500 Penalty: 899.689514
	Iteration 10Q: 3 clusters Score -975937.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -975970.812500 Penalty: 899.689514
	Iteration 11Q: 3 clusters Score -975970.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -976000.500000 Penalty: 899.689514
	Iteration 12Q: 3 clusters Score -976000.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -976025.312500 Penalty: 899.689514
	Iteration 13Q: 3 clusters Score -976025.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -976052.187500 Penalty: 899.689514
	Iteration 14Q: 3 clusters Score -976052.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -976068.625000 Penalty: 899.689514
	Iteration 15Q: 3 clusters Score -976068.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -976078.312500 Penalty: 899.689514
	Iteration 16Q: 3 clusters Score -976078.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -976085.562500 Penalty: 899.689514
	Iteration 17Q: 3 clusters Score -976085.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -976088.625000 Penalty: 899.689514
	Iteration 18Q: 3 clusters Score -976088.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -976092.500000 Penalty: 899.689514
	Iteration 19Q: 3 clusters Score -976092.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -976099.812500 Penalty: 899.689514
	Iteration 20F: 3 clusters Score -976099.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -976101.187500 Penalty: 899.689514
	Iteration 21Q: 3 clusters Score -976101.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -976106.750000 Penalty: 899.689514
	Iteration 22Q: 3 clusters Score -976106.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -976110.937500 Penalty: 899.689514
	Iteration 23Q: 3 clusters Score -976110.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -976113.375000 Penalty: 899.689514
	Iteration 24Q: 3 clusters Score -976113.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -976112.187500 Penalty: 899.689514
	Iteration 25Q: 3 clusters Score -976112.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -976113.375000 Penalty: 899.689514
	Iteration 26Q: 3 clusters Score -976113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -976111.750000 Penalty: 899.689514
	Iteration 27Q: 3 clusters Score -976111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -976113.812500 Penalty: 899.689514
	Iteration 28Q: 3 clusters Score -976113.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -976115.562500 Penalty: 899.689514
	Iteration 29Q: 3 clusters Score -976115.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -976116.750000 Penalty: 899.689514
	Iteration 30Q: 3 clusters Score -976116.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -976117.937500 Penalty: 899.689514
	Iteration 31Q: 3 clusters Score -976117.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -976120.812500 Penalty: 899.689514
	Iteration 32Q: 3 clusters Score -976120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -976122.812500 Penalty: 899.689514
	Iteration 33Q: 3 clusters Score -976122.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -976124.062500 Penalty: 899.689514
	Iteration 34Q: 3 clusters Score -976124.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -976123.937500 Penalty: 899.689514
	Iteration 35Q: 3 clusters Score -976123.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -976122.000000 Penalty: 899.689514
	Iteration 36Q: 3 clusters Score -976122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -976122.625000 Penalty: 899.689514
	Iteration 37Q: 3 clusters Score -976122.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -976123.250000 Penalty: 899.689514
	Iteration 38Q: 3 clusters Score -976123.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -976123.937500 Penalty: 899.689514
	Iteration 39Q: 3 clusters Score -976123.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -976124.000000 Penalty: 899.689514
	Iteration 40F: 3 clusters Score -976124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -976123.812500 Penalty: 899.689514
	Iteration 41Q: 3 clusters Score -976123.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -976128.812500 Penalty: 899.689514
	Iteration 42Q: 3 clusters Score -976128.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -976128.000000 Penalty: 899.689514
	Iteration 43Q: 3 clusters Score -976128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -976128.250000 Penalty: 899.689514
	Iteration 44Q: 3 clusters Score -976128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -976130.062500 Penalty: 899.689514
	Iteration 45Q: 3 clusters Score -976130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -976129.937500 Penalty: 899.689514
	Iteration 46Q: 3 clusters Score -976129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -976130.625000 Penalty: 899.689514
	Iteration 47Q: 3 clusters Score -976130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -976129.812500 Penalty: 899.689514
	Iteration 48Q: 3 clusters Score -976129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -976131.125000 Penalty: 899.689514
	Iteration 49Q: 3 clusters Score -976131.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -976129.937500 Penalty: 899.689514
	Iteration 50Q: 3 clusters Score -976129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -976131.500000 Penalty: 899.689514
	Iteration 51Q: 3 clusters Score -976131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -976131.375000 Penalty: 899.689514
	Iteration 52Q: 3 clusters Score -976131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -976132.125000 Penalty: 899.689514
	Iteration 53Q: 3 clusters Score -976132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -976132.125000 Penalty: 899.689514
	Iteration 54F: 3 clusters Score -976132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -79394.171875 Penalty: 337.088135
	Iteration 0F: 2 clusters Score -79394.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -78171.851562 Penalty: 674.176270
	Iteration 0F: 3 clusters Score -78171.85 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -78528.203125 Penalty: 674.176270
	Iteration 1F: 3 clusters Score -78528.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -78591.414062 Penalty: 674.176270
	Iteration 2F: 3 clusters Score -78591.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -78629.421875 Penalty: 674.176270
	Iteration 3Q: 3 clusters Score -78629.42 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -78650.414062 Penalty: 674.176270
	Iteration 4Q: 3 clusters Score -78650.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -78678.867188 Penalty: 674.176270
	Iteration 5Q: 3 clusters Score -78678.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -78709.468750 Penalty: 674.176270
	Iteration 6Q: 3 clusters Score -78709.47 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -78747.828125 Penalty: 674.176270
	Iteration 7Q: 3 clusters Score -78747.83 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78794.710938 Penalty: 674.176270
	Iteration 8Q: 3 clusters Score -78794.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78840.796875 Penalty: 674.176270
	Iteration 9Q: 3 clusters Score -78840.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -78892.765625 Penalty: 674.176270
	Iteration 10Q: 3 clusters Score -78892.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78937.898438 Penalty: 674.176270
	Iteration 11Q: 3 clusters Score -78937.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78966.835938 Penalty: 674.176270
	Iteration 12Q: 3 clusters Score -78966.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78981.859375 Penalty: 674.176270
	Iteration 13Q: 3 clusters Score -78981.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78993.421875 Penalty: 674.176270
	Iteration 14Q: 3 clusters Score -78993.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79004.851562 Penalty: 674.176270
	Iteration 15Q: 3 clusters Score -79004.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -79015.398438 Penalty: 674.176270
	Iteration 16Q: 3 clusters Score -79015.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -79026.953125 Penalty: 674.176270
	Iteration 17Q: 3 clusters Score -79026.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -79040.367188 Penalty: 674.176270
	Iteration 18Q: 3 clusters Score -79040.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79053.664062 Penalty: 674.176270
	Iteration 19Q: 3 clusters Score -79053.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -79066.289062 Penalty: 674.176270
	Iteration 20F: 3 clusters Score -79066.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -79080.726562 Penalty: 674.176270
	Iteration 21Q: 3 clusters Score -79080.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -79088.570312 Penalty: 674.176270
	Iteration 22Q: 3 clusters Score -79088.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -79093.648438 Penalty: 674.176270
	Iteration 23Q: 3 clusters Score -79093.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -79096.078125 Penalty: 674.176270
	Iteration 24Q: 3 clusters Score -79096.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -79099.796875 Penalty: 674.176270
	Iteration 25Q: 3 clusters Score -79099.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -79103.328125 Penalty: 674.176270
	Iteration 26Q: 3 clusters Score -79103.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -79106.164062 Penalty: 674.176270
	Iteration 27Q: 3 clusters Score -79106.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -79109.726562 Penalty: 674.176270
	Iteration 28Q: 3 clusters Score -79109.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -79111.039062 Penalty: 674.176270
	Iteration 29Q: 3 clusters Score -79111.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -79111.906250 Penalty: 674.176270
	Iteration 30Q: 3 clusters Score -79111.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -79111.906250 Penalty: 674.176270
	Iteration 31F: 3 clusters Score -79111.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -82295.718750 Penalty: 341.848938
	Iteration 0F: 2 clusters Score -82295.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -81045.375000 Penalty: 683.697876
	Iteration 0F: 3 clusters Score -81045.38 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -81919.210938 Penalty: 683.697876
	Iteration 1F: 3 clusters Score -81919.21 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -82123.593750 Penalty: 683.697876
	Iteration 2F: 3 clusters Score -82123.59 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -82252.484375 Penalty: 683.697876
	Iteration 3F: 3 clusters Score -82252.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -82336.914062 Penalty: 683.697876
	Iteration 4Q: 3 clusters Score -82336.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -82386.445312 Penalty: 683.697876
	Iteration 5Q: 3 clusters Score -82386.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -82425.312500 Penalty: 683.697876
	Iteration 6Q: 3 clusters Score -82425.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -82483.984375 Penalty: 683.697876
	Iteration 7Q: 3 clusters Score -82483.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -82525.679688 Penalty: 683.697876
	Iteration 8Q: 3 clusters Score -82525.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -82536.703125 Penalty: 683.697876
	Iteration 9Q: 3 clusters Score -82536.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -82542.195312 Penalty: 683.697876
	Iteration 10Q: 3 clusters Score -82542.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -82547.296875 Penalty: 683.697876
	Iteration 11Q: 3 clusters Score -82547.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -82549.875000 Penalty: 683.697876
	Iteration 12Q: 3 clusters Score -82549.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -82551.578125 Penalty: 683.697876
	Iteration 13Q: 3 clusters Score -82551.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -82553.085938 Penalty: 683.697876
	Iteration 14Q: 3 clusters Score -82553.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -82553.960938 Penalty: 683.697876
	Iteration 15Q: 3 clusters Score -82553.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -82554.820312 Penalty: 683.697876
	Iteration 16Q: 3 clusters Score -82554.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -82555.273438 Penalty: 683.697876
	Iteration 17Q: 3 clusters Score -82555.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -82555.875000 Penalty: 683.697876
	Iteration 18Q: 3 clusters Score -82555.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -82556.179688 Penalty: 683.697876
	Iteration 19Q: 3 clusters Score -82556.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -82556.179688 Penalty: 683.697876
	Iteration 20F: 3 clusters Score -82556.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 54312 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 259 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 989 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 827 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 114027 members 
Mstep: Class 57 contains 407 members 
Mstep: Class 58 contains 1130 members 
Mstep: Class 59 contains 843 members 
Entering Unmasked Estep 
Score: -90632960.000000 Penalty: 38901.976562
Splitting cluster 46 changes total score from -90631744.000000 to -90632960.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 47 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -44260.488281 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -44260.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -43635.886719 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -43635.89 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -43831.207031 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -43831.21 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -43877.101562 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -43877.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -43893.378906 Penalty: 600.588257
	Iteration 3Q: 3 clusters Score -43893.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -43906.625000 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -43906.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -43917.160156 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -43917.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43920.671875 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -43920.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -43921.839844 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -43921.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -43923.898438 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -43923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43925.964844 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -43925.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -43926.820312 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -43926.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43928.191406 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -43928.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43929.867188 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -43929.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43929.867188 Penalty: 600.588257
	Iteration 13F: 3 clusters Score -43929.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -39603.007812 Penalty: 305.660126
	Iteration 0F: 2 clusters Score -39603.01 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 422 members 
Entering Unmasked Estep 
Score: -38935.433594 Penalty: 611.320251
	Iteration 0F: 3 clusters Score -38935.43 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39238.210938 Penalty: 611.320251
	Iteration 1F: 3 clusters Score -39238.21 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -39306.957031 Penalty: 611.320251
	Iteration 2F: 3 clusters Score -39306.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -39359.863281 Penalty: 611.320251
	Iteration 3F: 3 clusters Score -39359.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -39407.445312 Penalty: 611.320251
	Iteration 4F: 3 clusters Score -39407.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -39461.082031 Penalty: 611.320251
	Iteration 5F: 3 clusters Score -39461.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -39513.074219 Penalty: 611.320251
	Iteration 6Q: 3 clusters Score -39513.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -39616.574219 Penalty: 611.320251
	Iteration 7Q: 3 clusters Score -39616.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -39693.359375 Penalty: 611.320251
	Iteration 8Q: 3 clusters Score -39693.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -39714.859375 Penalty: 611.320251
	Iteration 9Q: 3 clusters Score -39714.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -39723.664062 Penalty: 611.320251
	Iteration 10Q: 3 clusters Score -39723.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -39729.359375 Penalty: 611.320251
	Iteration 11Q: 3 clusters Score -39729.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -39732.535156 Penalty: 611.320251
	Iteration 12Q: 3 clusters Score -39732.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -39733.093750 Penalty: 611.320251
	Iteration 13Q: 3 clusters Score -39733.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -39733.093750 Penalty: 611.320251
	Iteration 14F: 3 clusters Score -39733.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 54312 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 259 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 989 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 186 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 100924 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 114027 members 
Mstep: Class 57 contains 407 members 
Mstep: Class 58 contains 1130 members 
Mstep: Class 59 contains 843 members 
Mstep: Class 60 contains 641 members 
Entering Unmasked Estep 
Score: -90633104.000000 Penalty: 39561.332031
Splitting cluster 48 changes total score from -90631744.000000 to -90633104.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 49 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -1904.692993 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -1904.693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1734.319092 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -1734.319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1813.871094 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -1813.871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1834.283936 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -1834.284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (100924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100924 members 
Entering Unmasked Estep 
Score: -5040687.500000 Penalty: 524.256592
	Iteration 0F: 2 clusters Score -5040688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -4972708.500000 Penalty: 1048.513184
	Iteration 0F: 3 clusters Score -4972708 nChanged 49434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -5002679.500000 Penalty: 1048.513184
	Iteration 1F: 3 clusters Score -5002680 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5004034.000000 Penalty: 1048.513184
	Iteration 2Q: 3 clusters Score -5004034 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -5006341.000000 Penalty: 1048.513184
	Iteration 3F: 3 clusters Score -5006341 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5010308.500000 Penalty: 1048.513184
	Iteration 4F: 3 clusters Score -5010308 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -5016918.000000 Penalty: 1048.513184
	Iteration 5F: 3 clusters Score -5016918 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78466 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -5025568.000000 Penalty: 1048.513184
	Iteration 6F: 3 clusters Score -5025568 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -5032565.500000 Penalty: 1048.513184
	Iteration 7F: 3 clusters Score -5032566 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85067 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -5036028.500000 Penalty: 1048.513184
	Iteration 8Q: 3 clusters Score -5036028 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86344 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -5037523.500000 Penalty: 1048.513184
	Iteration 9Q: 3 clusters Score -5037524 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -5038443.000000 Penalty: 1048.513184
	Iteration 10Q: 3 clusters Score -5038443 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -5039203.500000 Penalty: 1048.513184
	Iteration 11Q: 3 clusters Score -5039204 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -5039959.000000 Penalty: 1048.513184
	Iteration 12Q: 3 clusters Score -5039959 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89698 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -5040516.000000 Penalty: 1048.513184
	Iteration 13Q: 3 clusters Score -5040516 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -5040945.500000 Penalty: 1048.513184
	Iteration 14Q: 3 clusters Score -5040946 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -5041287.000000 Penalty: 1048.513184
	Iteration 15Q: 3 clusters Score -5041287 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90847 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -5041492.000000 Penalty: 1048.513184
	Iteration 16Q: 3 clusters Score -5041492 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -5041665.500000 Penalty: 1048.513184
	Iteration 17Q: 3 clusters Score -5041666 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -5041826.500000 Penalty: 1048.513184
	Iteration 18Q: 3 clusters Score -5041826 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -5041900.500000 Penalty: 1048.513184
	Iteration 19Q: 3 clusters Score -5041900 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -5041974.000000 Penalty: 1048.513184
	Iteration 20F: 3 clusters Score -5041974 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -5042031.500000 Penalty: 1048.513184
	Iteration 21Q: 3 clusters Score -5042032 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91397 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -5042066.500000 Penalty: 1048.513184
	Iteration 22Q: 3 clusters Score -5042066 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -5042108.000000 Penalty: 1048.513184
	Iteration 23Q: 3 clusters Score -5042108 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -5042136.500000 Penalty: 1048.513184
	Iteration 24Q: 3 clusters Score -5042136 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91373 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -5042151.000000 Penalty: 1048.513184
	Iteration 25Q: 3 clusters Score -5042151 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -5042177.000000 Penalty: 1048.513184
	Iteration 26Q: 3 clusters Score -5042177 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -5042183.500000 Penalty: 1048.513184
	Iteration 27Q: 3 clusters Score -5042184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -5042194.000000 Penalty: 1048.513184
	Iteration 28Q: 3 clusters Score -5042194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -5042210.000000 Penalty: 1048.513184
	Iteration 29Q: 3 clusters Score -5042210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -5042224.500000 Penalty: 1048.513184
	Iteration 30Q: 3 clusters Score -5042224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91467 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -5042229.500000 Penalty: 1048.513184
	Iteration 31Q: 3 clusters Score -5042230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -5042237.500000 Penalty: 1048.513184
	Iteration 32Q: 3 clusters Score -5042238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -5042248.000000 Penalty: 1048.513184
	Iteration 33Q: 3 clusters Score -5042248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91558 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -5042242.000000 Penalty: 1048.513184
	Iteration 34Q: 3 clusters Score -5042242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -5042245.000000 Penalty: 1048.513184
	Iteration 35Q: 3 clusters Score -5042245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -5042254.500000 Penalty: 1048.513184
	Iteration 36Q: 3 clusters Score -5042254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -5042250.500000 Penalty: 1048.513184
	Iteration 37Q: 3 clusters Score -5042250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -5042242.000000 Penalty: 1048.513184
	Iteration 38Q: 3 clusters Score -5042242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -5042234.000000 Penalty: 1048.513184
	Iteration 39Q: 3 clusters Score -5042234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91695 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -5042231.000000 Penalty: 1048.513184
	Iteration 40F: 3 clusters Score -5042231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -5042230.000000 Penalty: 1048.513184
	Iteration 41Q: 3 clusters Score -5042230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91725 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -5042228.500000 Penalty: 1048.513184
	Iteration 42Q: 3 clusters Score -5042228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -5042232.000000 Penalty: 1048.513184
	Iteration 43Q: 3 clusters Score -5042232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91742 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -5042232.500000 Penalty: 1048.513184
	Iteration 44Q: 3 clusters Score -5042232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -5042233.500000 Penalty: 1048.513184
	Iteration 45Q: 3 clusters Score -5042234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91760 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -5042238.000000 Penalty: 1048.513184
	Iteration 46Q: 3 clusters Score -5042238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -5042235.500000 Penalty: 1048.513184
	Iteration 47Q: 3 clusters Score -5042236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91772 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -5042242.000000 Penalty: 1048.513184
	Iteration 48Q: 3 clusters Score -5042242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -5042243.500000 Penalty: 1048.513184
	Iteration 49Q: 3 clusters Score -5042244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -5042246.000000 Penalty: 1048.513184
	Iteration 50Q: 3 clusters Score -5042246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -5042243.500000 Penalty: 1048.513184
	Iteration 51Q: 3 clusters Score -5042244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -5042240.000000 Penalty: 1048.513184
	Iteration 52Q: 3 clusters Score -5042240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91814 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5042238.000000 Penalty: 1048.513184
	Iteration 53Q: 3 clusters Score -5042238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -5042237.500000 Penalty: 1048.513184
	Iteration 54Q: 3 clusters Score -5042238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -5042235.500000 Penalty: 1048.513184
	Iteration 55Q: 3 clusters Score -5042236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -5042231.000000 Penalty: 1048.513184
	Iteration 56Q: 3 clusters Score -5042231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -5042233.500000 Penalty: 1048.513184
	Iteration 57Q: 3 clusters Score -5042234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -5042239.500000 Penalty: 1048.513184
	Iteration 58Q: 3 clusters Score -5042240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -5042239.000000 Penalty: 1048.513184
	Iteration 59Q: 3 clusters Score -5042239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -5042239.000000 Penalty: 1048.513184
	Iteration 60F: 3 clusters Score -5042239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -5042237.500000 Penalty: 1048.513184
	Iteration 61Q: 3 clusters Score -5042238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91860 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -5042238.500000 Penalty: 1048.513184
	Iteration 62Q: 3 clusters Score -5042238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -5042237.000000 Penalty: 1048.513184
	Iteration 63Q: 3 clusters Score -5042237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -5042237.000000 Penalty: 1048.513184
	Iteration 64F: 3 clusters Score -5042237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 54312 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 259 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 989 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 186 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 91863 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 837 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 114027 members 
Mstep: Class 57 contains 407 members 
Mstep: Class 58 contains 1130 members 
Mstep: Class 59 contains 843 members 
Mstep: Class 60 contains 641 members 
Mstep: Class 61 contains 9061 members 
Entering Unmasked Estep 
Score: -90634464.000000 Penalty: 40220.691406
Splitting cluster 50 changes total score from -90631744.000000 to -90634464.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 51 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -21361.468750 Penalty: 282.855591
	Iteration 0F: 2 clusters Score -21361.47 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 237 members 
Entering Unmasked Estep 
Score: -20916.394531 Penalty: 565.711182
	Iteration 0F: 3 clusters Score -20916.39 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21164.769531 Penalty: 565.711182
	Iteration 1F: 3 clusters Score -21164.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21268.144531 Penalty: 565.711182
	Iteration 2F: 3 clusters Score -21268.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21318.349609 Penalty: 565.711182
	Iteration 3Q: 3 clusters Score -21318.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21330.576172 Penalty: 565.711182
	Iteration 4Q: 3 clusters Score -21330.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21334.007812 Penalty: 565.711182
	Iteration 5Q: 3 clusters Score -21334.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21335.464844 Penalty: 565.711182
	Iteration 6Q: 3 clusters Score -21335.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21336.048828 Penalty: 565.711182
	Iteration 7Q: 3 clusters Score -21336.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21336.371094 Penalty: 565.711182
	Iteration 8Q: 3 clusters Score -21336.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21336.345703 Penalty: 565.711182
	Iteration 9Q: 3 clusters Score -21336.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21336.345703 Penalty: 565.711182
	Iteration 10F: 3 clusters Score -21336.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (173035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173035 members 
Entering Unmasked Estep 
Score: -8589725.000000 Penalty: 548.786804
	Iteration 0F: 2 clusters Score -8589725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
Score: -8472584.000000 Penalty: 1097.573608
	Iteration 0F: 3 clusters Score -8472584 nChanged 85137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87969 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -8525283.000000 Penalty: 1097.573608
	Iteration 1F: 3 clusters Score -8525283 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -8528796.000000 Penalty: 1097.573608
	Iteration 2Q: 3 clusters Score -8528796 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -8536033.000000 Penalty: 1097.573608
	Iteration 3F: 3 clusters Score -8536033 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -8551024.000000 Penalty: 1097.573608
	Iteration 4F: 3 clusters Score -8551024 nChanged 16889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103880 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -8570045.000000 Penalty: 1097.573608
	Iteration 5F: 3 clusters Score -8570045 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104705 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -8578560.000000 Penalty: 1097.573608
	Iteration 6F: 3 clusters Score -8578560 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -8580415.000000 Penalty: 1097.573608
	Iteration 7Q: 3 clusters Score -8580415 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -8581063.000000 Penalty: 1097.573608
	Iteration 8Q: 3 clusters Score -8581063 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -8581370.000000 Penalty: 1097.573608
	Iteration 9Q: 3 clusters Score -8581370 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 74029 members 
Entering Unmasked Estep 
Score: -8581640.000000 Penalty: 1097.573608
	Iteration 10Q: 3 clusters Score -8581640 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -8581783.000000 Penalty: 1097.573608
	Iteration 11Q: 3 clusters Score -8581783 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -8581875.000000 Penalty: 1097.573608
	Iteration 12Q: 3 clusters Score -8581875 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -8581908.000000 Penalty: 1097.573608
	Iteration 13Q: 3 clusters Score -8581908 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -8581954.000000 Penalty: 1097.573608
	Iteration 14Q: 3 clusters Score -8581954 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -8582005.000000 Penalty: 1097.573608
	Iteration 15Q: 3 clusters Score -8582005 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -8582025.000000 Penalty: 1097.573608
	Iteration 16Q: 3 clusters Score -8582025 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -8582061.000000 Penalty: 1097.573608
	Iteration 17Q: 3 clusters Score -8582061 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
Score: -8582008.000000 Penalty: 1097.573608
	Iteration 18Q: 3 clusters Score -8582008 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -8581972.000000 Penalty: 1097.573608
	Iteration 19Q: 3 clusters Score -8581972 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 86052 members 
Entering Unmasked Estep 
Score: -8581934.000000 Penalty: 1097.573608
	Iteration 20F: 3 clusters Score -8581934 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -8581929.000000 Penalty: 1097.573608
	Iteration 21Q: 3 clusters Score -8581929 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84982 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -8581922.000000 Penalty: 1097.573608
	Iteration 22Q: 3 clusters Score -8581922 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
Score: -8581879.000000 Penalty: 1097.573608
	Iteration 23Q: 3 clusters Score -8581879 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 89919 members 
Entering Unmasked Estep 
Score: -8581863.000000 Penalty: 1097.573608
	Iteration 24Q: 3 clusters Score -8581863 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -8581813.000000 Penalty: 1097.573608
	Iteration 25Q: 3 clusters Score -8581813 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -8581862.000000 Penalty: 1097.573608
	Iteration 26Q: 3 clusters Score -8581862 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -8581801.000000 Penalty: 1097.573608
	Iteration 27Q: 3 clusters Score -8581801 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -8581789.000000 Penalty: 1097.573608
	Iteration 28Q: 3 clusters Score -8581789 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 93721 members 
Entering Unmasked Estep 
Score: -8581673.000000 Penalty: 1097.573608
	Iteration 29Q: 3 clusters Score -8581673 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -8581575.000000 Penalty: 1097.573608
	Iteration 30Q: 3 clusters Score -8581575 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -8581497.000000 Penalty: 1097.573608
	Iteration 31Q: 3 clusters Score -8581497 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -8581435.000000 Penalty: 1097.573608
	Iteration 32Q: 3 clusters Score -8581435 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -8581325.000000 Penalty: 1097.573608
	Iteration 33Q: 3 clusters Score -8581325 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -8581163.000000 Penalty: 1097.573608
	Iteration 34Q: 3 clusters Score -8581163 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 98888 members 
Entering Unmasked Estep 
Score: -8581085.000000 Penalty: 1097.573608
	Iteration 35Q: 3 clusters Score -8581085 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -8580963.000000 Penalty: 1097.573608
	Iteration 36Q: 3 clusters Score -8580963 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -8580843.000000 Penalty: 1097.573608
	Iteration 37Q: 3 clusters Score -8580843 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -8580734.000000 Penalty: 1097.573608
	Iteration 38Q: 3 clusters Score -8580734 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 103667 members 
Entering Unmasked Estep 
Score: -8580625.000000 Penalty: 1097.573608
	Iteration 39Q: 3 clusters Score -8580625 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 105013 members 
Entering Unmasked Estep 
Score: -8580542.000000 Penalty: 1097.573608
	Iteration 40F: 3 clusters Score -8580542 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 106351 members 
Entering Unmasked Estep 
Score: -8580392.000000 Penalty: 1097.573608
	Iteration 41Q: 3 clusters Score -8580392 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 107701 members 
Entering Unmasked Estep 
Score: -8580212.000000 Penalty: 1097.573608
	Iteration 42Q: 3 clusters Score -8580212 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 109069 members 
Entering Unmasked Estep 
Score: -8580043.000000 Penalty: 1097.573608
	Iteration 43Q: 3 clusters Score -8580043 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -8579937.000000 Penalty: 1097.573608
	Iteration 44Q: 3 clusters Score -8579937 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 111753 members 
Entering Unmasked Estep 
Score: -8579793.000000 Penalty: 1097.573608
	Iteration 45Q: 3 clusters Score -8579793 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 113164 members 
Entering Unmasked Estep 
Score: -8579644.000000 Penalty: 1097.573608
	Iteration 46Q: 3 clusters Score -8579644 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 114595 members 
Entering Unmasked Estep 
Score: -8579533.000000 Penalty: 1097.573608
	Iteration 47Q: 3 clusters Score -8579533 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 116041 members 
Entering Unmasked Estep 
Score: -8579381.000000 Penalty: 1097.573608
	Iteration 48Q: 3 clusters Score -8579381 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 117475 members 
Entering Unmasked Estep 
Score: -8579252.000000 Penalty: 1097.573608
	Iteration 49Q: 3 clusters Score -8579252 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 118802 members 
Entering Unmasked Estep 
Score: -8579101.000000 Penalty: 1097.573608
	Iteration 50Q: 3 clusters Score -8579101 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 120273 members 
Entering Unmasked Estep 
Score: -8578983.000000 Penalty: 1097.573608
	Iteration 51Q: 3 clusters Score -8578983 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 121753 members 
Entering Unmasked Estep 
Score: -8578870.000000 Penalty: 1097.573608
	Iteration 52Q: 3 clusters Score -8578870 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 123219 members 
Entering Unmasked Estep 
Score: -8578801.000000 Penalty: 1097.573608
	Iteration 53Q: 3 clusters Score -8578801 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 124748 members 
Entering Unmasked Estep 
Score: -8578682.000000 Penalty: 1097.573608
	Iteration 54Q: 3 clusters Score -8578682 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 126272 members 
Entering Unmasked Estep 
Score: -8578601.000000 Penalty: 1097.573608
	Iteration 55Q: 3 clusters Score -8578601 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 127915 members 
Entering Unmasked Estep 
Score: -8578544.000000 Penalty: 1097.573608
	Iteration 56Q: 3 clusters Score -8578544 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 129568 members 
Entering Unmasked Estep 
Score: -8578476.000000 Penalty: 1097.573608
	Iteration 57Q: 3 clusters Score -8578476 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 131345 members 
Entering Unmasked Estep 
Score: -8578422.000000 Penalty: 1097.573608
	Iteration 58Q: 3 clusters Score -8578422 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 133102 members 
Entering Unmasked Estep 
Score: -8578465.000000 Penalty: 1097.573608
	Iteration 59Q: 3 clusters Score -8578465 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 134948 members 
Entering Unmasked Estep 
Score: -8578516.000000 Penalty: 1097.573608
	Iteration 60F: 3 clusters Score -8578516 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 136893 members 
Entering Unmasked Estep 
Score: -8578606.000000 Penalty: 1097.573608
	Iteration 61Q: 3 clusters Score -8578606 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 138943 members 
Entering Unmasked Estep 
Score: -8578811.000000 Penalty: 1097.573608
	Iteration 62Q: 3 clusters Score -8578811 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 141104 members 
Entering Unmasked Estep 
Score: -8579023.000000 Penalty: 1097.573608
	Iteration 63Q: 3 clusters Score -8579023 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 143394 members 
Entering Unmasked Estep 
Score: -8579307.000000 Penalty: 1097.573608
	Iteration 64Q: 3 clusters Score -8579307 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 145754 members 
Entering Unmasked Estep 
Score: -8579580.000000 Penalty: 1097.573608
	Iteration 65Q: 3 clusters Score -8579580 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 148148 members 
Entering Unmasked Estep 
Score: -8579982.000000 Penalty: 1097.573608
	Iteration 66Q: 3 clusters Score -8579982 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 150602 members 
Entering Unmasked Estep 
Score: -8580364.000000 Penalty: 1097.573608
	Iteration 67Q: 3 clusters Score -8580364 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 153029 members 
Entering Unmasked Estep 
Score: -8580771.000000 Penalty: 1097.573608
	Iteration 68Q: 3 clusters Score -8580771 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -8581174.000000 Penalty: 1097.573608
	Iteration 69Q: 3 clusters Score -8581174 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 157851 members 
Entering Unmasked Estep 
Score: -8581747.000000 Penalty: 1097.573608
	Iteration 70Q: 3 clusters Score -8581747 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 160098 members 
Entering Unmasked Estep 
Score: -8582444.000000 Penalty: 1097.573608
	Iteration 71Q: 3 clusters Score -8582444 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 162086 members 
Entering Unmasked Estep 
Score: -8583661.000000 Penalty: 1097.573608
	Iteration 72Q: 3 clusters Score -8583661 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 163849 members 
Entering Unmasked Estep 
Score: -8584715.000000 Penalty: 1097.573608
	Iteration 73Q: 3 clusters Score -8584715 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -8585518.000000 Penalty: 1097.573608
	Iteration 74Q: 3 clusters Score -8585518 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 166623 members 
Entering Unmasked Estep 
Score: -8586244.000000 Penalty: 1097.573608
	Iteration 75Q: 3 clusters Score -8586244 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 167726 members 
Entering Unmasked Estep 
Score: -8586849.000000 Penalty: 1097.573608
	Iteration 76Q: 3 clusters Score -8586849 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 168657 members 
Entering Unmasked Estep 
Score: -8587301.000000 Penalty: 1097.573608
	Iteration 77Q: 3 clusters Score -8587301 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 169450 members 
Entering Unmasked Estep 
Score: -8587682.000000 Penalty: 1097.573608
	Iteration 78Q: 3 clusters Score -8587682 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 170058 members 
Entering Unmasked Estep 
Score: -8587967.000000 Penalty: 1097.573608
	Iteration 79Q: 3 clusters Score -8587967 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 170543 members 
Entering Unmasked Estep 
Score: -8588225.000000 Penalty: 1097.573608
	Iteration 80F: 3 clusters Score -8588225 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 170945 members 
Entering Unmasked Estep 
Score: -8588419.000000 Penalty: 1097.573608
	Iteration 81Q: 3 clusters Score -8588419 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 171257 members 
Entering Unmasked Estep 
Score: -8588569.000000 Penalty: 1097.573608
	Iteration 82Q: 3 clusters Score -8588569 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 171520 members 
Entering Unmasked Estep 
Score: -8588671.000000 Penalty: 1097.573608
	Iteration 83Q: 3 clusters Score -8588671 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 171738 members 
Entering Unmasked Estep 
Score: -8588785.000000 Penalty: 1097.573608
	Iteration 84Q: 3 clusters Score -8588785 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 171906 members 
Entering Unmasked Estep 
Score: -8588880.000000 Penalty: 1097.573608
	Iteration 85Q: 3 clusters Score -8588880 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -8588946.000000 Penalty: 1097.573608
	Iteration 86Q: 3 clusters Score -8588946 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 172165 members 
Entering Unmasked Estep 
Score: -8588989.000000 Penalty: 1097.573608
	Iteration 87Q: 3 clusters Score -8588989 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 172238 members 
Entering Unmasked Estep 
Score: -8589022.000000 Penalty: 1097.573608
	Iteration 88Q: 3 clusters Score -8589022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 172309 members 
Entering Unmasked Estep 
Score: -8589044.000000 Penalty: 1097.573608
	Iteration 89Q: 3 clusters Score -8589044 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 172372 members 
Entering Unmasked Estep 
Score: -8589077.000000 Penalty: 1097.573608
	Iteration 90Q: 3 clusters Score -8589077 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 172419 members 
Entering Unmasked Estep 
Score: -8589102.000000 Penalty: 1097.573608
	Iteration 91Q: 3 clusters Score -8589102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 172461 members 
Entering Unmasked Estep 
Score: -8589116.000000 Penalty: 1097.573608
	Iteration 92Q: 3 clusters Score -8589116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 172503 members 
Entering Unmasked Estep 
Score: -8589138.000000 Penalty: 1097.573608
	Iteration 93Q: 3 clusters Score -8589138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 172543 members 
Entering Unmasked Estep 
Score: -8589172.000000 Penalty: 1097.573608
	Iteration 94Q: 3 clusters Score -8589172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 172574 members 
Entering Unmasked Estep 
Score: -8589181.000000 Penalty: 1097.573608
	Iteration 95Q: 3 clusters Score -8589181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 172605 members 
Entering Unmasked Estep 
Score: -8589200.000000 Penalty: 1097.573608
	Iteration 96Q: 3 clusters Score -8589200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 172628 members 
Entering Unmasked Estep 
Score: -8589207.000000 Penalty: 1097.573608
	Iteration 97Q: 3 clusters Score -8589207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 172649 members 
Entering Unmasked Estep 
Score: -8589231.000000 Penalty: 1097.573608
	Iteration 98Q: 3 clusters Score -8589231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 172671 members 
Entering Unmasked Estep 
Score: -8589241.000000 Penalty: 1097.573608
	Iteration 99Q: 3 clusters Score -8589241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 172677 members 
Entering Unmasked Estep 
Score: -8589243.000000 Penalty: 1097.573608
	Iteration 100F: 3 clusters Score -8589243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 172680 members 
Entering Unmasked Estep 
Score: -8589247.000000 Penalty: 1097.573608
	Iteration 101Q: 3 clusters Score -8589247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 172683 members 
Entering Unmasked Estep 
Score: -8589245.000000 Penalty: 1097.573608
	Iteration 102Q: 3 clusters Score -8589245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 172686 members 
Entering Unmasked Estep 
Score: -8589249.000000 Penalty: 1097.573608
	Iteration 103Q: 3 clusters Score -8589249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 172687 members 
Entering Unmasked Estep 
Score: -8589246.000000 Penalty: 1097.573608
	Iteration 104Q: 3 clusters Score -8589246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 172689 members 
Entering Unmasked Estep 
Score: -8589252.000000 Penalty: 1097.573608
	Iteration 105Q: 3 clusters Score -8589252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 172689 members 
Entering Unmasked Estep 
Score: -8589252.000000 Penalty: 1097.573608
	Iteration 106F: 3 clusters Score -8589252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -41958.460938 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -41958.46 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 437 members 
Entering Unmasked Estep 
Score: -41269.601562 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -41269.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -41591.640625 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -41591.64 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -41649.539062 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -41649.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -41679.878906 Penalty: 612.414001
	Iteration 3Q: 3 clusters Score -41679.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -41703.761719 Penalty: 612.414001
	Iteration 4Q: 3 clusters Score -41703.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -41728.136719 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -41728.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -41746.726562 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -41746.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -41770.976562 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -41770.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -41789.957031 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -41789.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -41809.656250 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -41809.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41837.718750 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -41837.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -41864.449219 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -41864.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -41887.746094 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -41887.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -41909.550781 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -41909.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -41926.046875 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -41926.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41936.203125 Penalty: 612.414001
	Iteration 15Q: 3 clusters Score -41936.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -41940.773438 Penalty: 612.414001
	Iteration 16Q: 3 clusters Score -41940.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -41946.539062 Penalty: 612.414001
	Iteration 17Q: 3 clusters Score -41946.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -41958.089844 Penalty: 612.414001
	Iteration 18Q: 3 clusters Score -41958.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -41979.847656 Penalty: 612.414001
	Iteration 19Q: 3 clusters Score -41979.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -41982.218750 Penalty: 612.414001
	Iteration 20F: 3 clusters Score -41982.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -41982.507812 Penalty: 612.414001
	Iteration 21Q: 3 clusters Score -41982.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -41982.507812 Penalty: 612.414001
	Iteration 22F: 3 clusters Score -41982.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 54312 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 259 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 989 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 186 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 91863 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 397 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 1077 members 
Mstep: Class 56 contains 114027 members 
Mstep: Class 57 contains 407 members 
Mstep: Class 58 contains 1130 members 
Mstep: Class 59 contains 843 members 
Mstep: Class 60 contains 641 members 
Mstep: Class 61 contains 9061 members 
Mstep: Class 62 contains 440 members 
Entering Unmasked Estep 
Score: -90634184.000000 Penalty: 40880.046875
Splitting cluster 53 changes total score from -90631744.000000 to -90634184.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 54 (112922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112922 members 
Entering Unmasked Estep 
Score: -5601246.500000 Penalty: 529.367615
	Iteration 0F: 2 clusters Score -5601246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -5528241.000000 Penalty: 1058.735229
	Iteration 0F: 3 clusters Score -5528241 nChanged 55347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -5561566.500000 Penalty: 1058.735229
	Iteration 1F: 3 clusters Score -5561566 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -5563211.500000 Penalty: 1058.735229
	Iteration 2Q: 3 clusters Score -5563212 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -5566215.000000 Penalty: 1058.735229
	Iteration 3F: 3 clusters Score -5566215 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -5571886.500000 Penalty: 1058.735229
	Iteration 4F: 3 clusters Score -5571886 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 90310 members 
Entering Unmasked Estep 
Score: -5581256.500000 Penalty: 1058.735229
	Iteration 5F: 3 clusters Score -5581256 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -5592371.000000 Penalty: 1058.735229
	Iteration 6F: 3 clusters Score -5592371 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 108904 members 
Entering Unmasked Estep 
Score: -5598337.500000 Penalty: 1058.735229
	Iteration 7F: 3 clusters Score -5598338 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 111889 members 
Entering Unmasked Estep 
Score: -5600176.000000 Penalty: 1058.735229
	Iteration 8Q: 3 clusters Score -5600176 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 112686 members 
Entering Unmasked Estep 
Score: -5600602.500000 Penalty: 1058.735229
	Iteration 9Q: 3 clusters Score -5600602 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 112845 members 
Entering Unmasked Estep 
Score: -5600723.000000 Penalty: 1058.735229
	Iteration 10Q: 3 clusters Score -5600723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -5600760.500000 Penalty: 1058.735229
	Iteration 11Q: 3 clusters Score -5600760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 112876 members 
Entering Unmasked Estep 
Score: -5600783.500000 Penalty: 1058.735229
	Iteration 12Q: 3 clusters Score -5600784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 112876 members 
Entering Unmasked Estep 
Score: -5600791.000000 Penalty: 1058.735229
	Iteration 13Q: 3 clusters Score -5600791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 112876 members 
Entering Unmasked Estep 
Score: -5600794.000000 Penalty: 1058.735229
	Iteration 14Q: 3 clusters Score -5600794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 112875 members 
Entering Unmasked Estep 
Score: -5600792.500000 Penalty: 1058.735229
	Iteration 15Q: 3 clusters Score -5600792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 112875 members 
Entering Unmasked Estep 
Score: -5600792.500000 Penalty: 1058.735229
	Iteration 16F: 3 clusters Score -5600792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -53867.996094 Penalty: 317.678009
	Iteration 0F: 2 clusters Score -53868 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 528 members 
Entering Unmasked Estep 
Score: -53042.453125 Penalty: 635.356018
	Iteration 0F: 3 clusters Score -53042.45 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -53437.843750 Penalty: 635.356018
	Iteration 1F: 3 clusters Score -53437.84 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -53638.261719 Penalty: 635.356018
	Iteration 2F: 3 clusters Score -53638.26 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53785.843750 Penalty: 635.356018
	Iteration 3F: 3 clusters Score -53785.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53897.878906 Penalty: 635.356018
	Iteration 4F: 3 clusters Score -53897.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53962.781250 Penalty: 635.356018
	Iteration 5Q: 3 clusters Score -53962.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53998.296875 Penalty: 635.356018
	Iteration 6Q: 3 clusters Score -53998.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54020.058594 Penalty: 635.356018
	Iteration 7Q: 3 clusters Score -54020.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54032.570312 Penalty: 635.356018
	Iteration 8Q: 3 clusters Score -54032.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54035.703125 Penalty: 635.356018
	Iteration 9Q: 3 clusters Score -54035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54037.980469 Penalty: 635.356018
	Iteration 10Q: 3 clusters Score -54037.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54038.562500 Penalty: 635.356018
	Iteration 11Q: 3 clusters Score -54038.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54038.562500 Penalty: 635.356018
	Iteration 12F: 3 clusters Score -54038.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 54312 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 259 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 989 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 186 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 91863 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 397 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 818 members 
Mstep: Class 56 contains 114027 members 
Mstep: Class 57 contains 407 members 
Mstep: Class 58 contains 1130 members 
Mstep: Class 59 contains 843 members 
Mstep: Class 60 contains 641 members 
Mstep: Class 61 contains 9061 members 
Mstep: Class 62 contains 440 members 
Mstep: Class 63 contains 259 members 
Entering Unmasked Estep 
Score: -90634024.000000 Penalty: 41539.402344
Splitting cluster 55 changes total score from -90631744.000000 to -90634024.000000
So it's getting split into cluster 63.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100393 members 
Mstep: Class 3 contains 112178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 217487 members 
Mstep: Class 8 contains 127603 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 58723 members 
Mstep: Class 13 contains 641 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 347 members 
Mstep: Class 18 contains 121372 members 
Mstep: Class 19 contains 121886 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64628 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 140990 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2303 members 
Mstep: Class 32 contains 5665 members 
Mstep: Class 33 contains 9358 members 
Mstep: Class 34 contains 1815 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 54312 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 82571 members 
Mstep: Class 40 contains 259 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8731 members 
Mstep: Class 43 contains 399 members 
Mstep: Class 44 contains 19667 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 989 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 186 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 91863 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 173035 members 
Mstep: Class 53 contains 397 members 
Mstep: Class 54 contains 112922 members 
Mstep: Class 55 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90641512.000000 Penalty: 41539.402344
Iteration 239Q: 64 clusters Score -9.064151e+07 nChanged 30285
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100221 members 
Mstep: Class 3 contains 110578 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 217555 members 
Mstep: Class 8 contains 129427 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7480 members 
Mstep: Class 12 contains 58717 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 14 contains 5403 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 70845 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 121342 members 
Mstep: Class 19 contains 120800 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64556 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 1888 members 
Mstep: Class 24 contains 140290 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8772 members 
Mstep: Class 28 contains 24147 members 
Mstep: Class 29 contains 5929 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 2302 members 
Mstep: Class 32 contains 5698 members 
Mstep: Class 33 contains 9355 members 
Mstep: Class 34 contains 1817 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 61123 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 81343 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 8718 members 
Mstep: Class 43 contains 420 members 
Mstep: Class 44 contains 19795 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 998 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 95 members 
Mstep: Class 50 contains 93236 members 
Mstep: Class 51 contains 503 members 
Mstep: Class 52 contains 173090 members 
Mstep: Class 53 contains 403 members 
Mstep: Class 54 contains 112845 members 
Mstep: Class 55 contains 827 members 
Mstep: Class 56 contains 109501 members 
Mstep: Class 57 contains 403 members 
Mstep: Class 58 contains 1088 members 
Mstep: Class 59 contains 856 members 
Mstep: Class 60 contains 617 members 
Mstep: Class 61 contains 8725 members 
Mstep: Class 62 contains 428 members 
Mstep: Class 63 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90658248.000000 Penalty: 41539.402344
Iteration 240F: 64 clusters Score -9.065825e+07 nChanged 47647
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99986 members 
Mstep: Class 3 contains 108903 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 217482 members 
Mstep: Class 8 contains 118736 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7418 members 
Mstep: Class 12 contains 58674 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 14 contains 5384 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 68943 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 121252 members 
Mstep: Class 19 contains 119082 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64499 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 1915 members 
Mstep: Class 24 contains 154048 members 
Mstep: Class 25 contains 18968 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8678 members 
Mstep: Class 28 contains 24872 members 
Mstep: Class 29 contains 6250 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 2291 members 
Mstep: Class 32 contains 5621 members 
Mstep: Class 33 contains 9384 members 
Mstep: Class 34 contains 1783 members 
Mstep: Class 35 contains 4049 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 65906 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 79196 members 
Mstep: Class 40 contains 264 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 7787 members 
Mstep: Class 43 contains 432 members 
Mstep: Class 44 contains 17550 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 94227 members 
Mstep: Class 51 contains 498 members 
Mstep: Class 52 contains 170754 members 
Mstep: Class 53 contains 402 members 
Mstep: Class 54 contains 112737 members 
Mstep: Class 55 contains 829 members 
Mstep: Class 56 contains 112862 members 
Mstep: Class 57 contains 399 members 
Mstep: Class 58 contains 1135 members 
Mstep: Class 59 contains 859 members 
Mstep: Class 60 contains 649 members 
Mstep: Class 61 contains 9131 members 
Mstep: Class 62 contains 452 members 
Mstep: Class 63 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90661936.000000 Penalty: 41539.402344
Iteration 241Q: 64 clusters Score -9.066194e+07 nChanged 52581
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99682 members 
Mstep: Class 3 contains 105944 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 217465 members 
Mstep: Class 8 contains 107526 members 
Mstep: Class 9 contains 37060 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7391 members 
Mstep: Class 12 contains 58642 members 
Mstep: Class 13 contains 611 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 1869 members 
Mstep: Class 16 contains 67127 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 121243 members 
Mstep: Class 19 contains 117543 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64507 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 167799 members 
Mstep: Class 25 contains 18973 members 
Mstep: Class 26 contains 7122 members 
Mstep: Class 27 contains 8610 members 
Mstep: Class 28 contains 25563 members 
Mstep: Class 29 contains 6637 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 2282 members 
Mstep: Class 32 contains 5538 members 
Mstep: Class 33 contains 9576 members 
Mstep: Class 34 contains 1757 members 
Mstep: Class 35 contains 4048 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 72736 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 76644 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 6979 members 
Mstep: Class 43 contains 439 members 
Mstep: Class 44 contains 15566 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1027 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 175 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 94026 members 
Mstep: Class 51 contains 502 members 
Mstep: Class 52 contains 168971 members 
Mstep: Class 53 contains 396 members 
Mstep: Class 54 contains 112248 members 
Mstep: Class 55 contains 833 members 
Mstep: Class 56 contains 116443 members 
Mstep: Class 57 contains 399 members 
Mstep: Class 58 contains 1165 members 
Mstep: Class 59 contains 862 members 
Mstep: Class 60 contains 666 members 
Mstep: Class 61 contains 9430 members 
Mstep: Class 62 contains 465 members 
Mstep: Class 63 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90662336.000000 Penalty: 41539.402344
Iteration 242Q: 64 clusters Score -9.066234e+07 nChanged 60860
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99368 members 
Mstep: Class 3 contains 102437 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 217562 members 
Mstep: Class 8 contains 94052 members 
Mstep: Class 9 contains 37070 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7392 members 
Mstep: Class 12 contains 58614 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 5366 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 65657 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 121267 members 
Mstep: Class 19 contains 116351 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 64597 members 
Mstep: Class 22 contains 974 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 182117 members 
Mstep: Class 25 contains 18990 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8567 members 
Mstep: Class 28 contains 26259 members 
Mstep: Class 29 contains 6942 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 2281 members 
Mstep: Class 32 contains 5455 members 
Mstep: Class 33 contains 9910 members 
Mstep: Class 34 contains 1743 members 
Mstep: Class 35 contains 4045 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 81502 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 74033 members 
Mstep: Class 40 contains 272 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 6170 members 
Mstep: Class 43 contains 442 members 
Mstep: Class 44 contains 13842 members 
Mstep: Class 45 contains 1651 members 
Mstep: Class 46 contains 1041 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 91681 members 
Mstep: Class 51 contains 503 members 
Mstep: Class 52 contains 169026 members 
Mstep: Class 53 contains 394 members 
Mstep: Class 54 contains 110770 members 
Mstep: Class 55 contains 834 members 
Mstep: Class 56 contains 120471 members 
Mstep: Class 57 contains 398 members 
Mstep: Class 58 contains 1181 members 
Mstep: Class 59 contains 869 members 
Mstep: Class 60 contains 667 members 
Mstep: Class 61 contains 9676 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90655824.000000 Penalty: 41539.402344
Iteration 243Q: 64 clusters Score -9.065582e+07 nChanged 62981
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99109 members 
Mstep: Class 3 contains 100425 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 217839 members 
Mstep: Class 8 contains 82844 members 
Mstep: Class 9 contains 37076 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7423 members 
Mstep: Class 12 contains 58613 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 64519 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 121205 members 
Mstep: Class 19 contains 115165 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 64724 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 189857 members 
Mstep: Class 25 contains 19012 members 
Mstep: Class 26 contains 7119 members 
Mstep: Class 27 contains 8533 members 
Mstep: Class 28 contains 26910 members 
Mstep: Class 29 contains 7164 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 2281 members 
Mstep: Class 32 contains 5359 members 
Mstep: Class 33 contains 10248 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 4044 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 92190 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 72074 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 5319 members 
Mstep: Class 43 contains 446 members 
Mstep: Class 44 contains 12460 members 
Mstep: Class 45 contains 1651 members 
Mstep: Class 46 contains 1068 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 87051 members 
Mstep: Class 51 contains 503 members 
Mstep: Class 52 contains 171445 members 
Mstep: Class 53 contains 391 members 
Mstep: Class 54 contains 108170 members 
Mstep: Class 55 contains 838 members 
Mstep: Class 56 contains 125038 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1191 members 
Mstep: Class 59 contains 864 members 
Mstep: Class 60 contains 653 members 
Mstep: Class 61 contains 9919 members 
Mstep: Class 62 contains 473 members 
Mstep: Class 63 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90645656.000000 Penalty: 41539.402344
Iteration 244Q: 64 clusters Score -9.064566e+07 nChanged 55430
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98961 members 
Mstep: Class 3 contains 100156 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 217994 members 
Mstep: Class 8 contains 79012 members 
Mstep: Class 9 contains 37061 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 58635 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 63419 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 120947 members 
Mstep: Class 19 contains 113729 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 64874 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 2072 members 
Mstep: Class 24 contains 186733 members 
Mstep: Class 25 contains 19025 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8505 members 
Mstep: Class 28 contains 27596 members 
Mstep: Class 29 contains 7403 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 5272 members 
Mstep: Class 33 contains 10459 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 104972 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 70835 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 4422 members 
Mstep: Class 43 contains 449 members 
Mstep: Class 44 contains 11432 members 
Mstep: Class 45 contains 1651 members 
Mstep: Class 46 contains 1085 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 80902 members 
Mstep: Class 51 contains 504 members 
Mstep: Class 52 contains 173841 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 105824 members 
Mstep: Class 55 contains 840 members 
Mstep: Class 56 contains 129967 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1199 members 
Mstep: Class 59 contains 861 members 
Mstep: Class 60 contains 644 members 
Mstep: Class 61 contains 10199 members 
Mstep: Class 62 contains 473 members 
Mstep: Class 63 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90640480.000000 Penalty: 41539.402344
Iteration 245Q: 64 clusters Score -9.064048e+07 nChanged 49905
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98878 members 
Mstep: Class 3 contains 100614 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 217945 members 
Mstep: Class 8 contains 78864 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 58610 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 5371 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 62095 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 120680 members 
Mstep: Class 19 contains 112501 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 65077 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2124 members 
Mstep: Class 24 contains 180210 members 
Mstep: Class 25 contains 19031 members 
Mstep: Class 26 contains 7120 members 
Mstep: Class 27 contains 8483 members 
Mstep: Class 28 contains 28241 members 
Mstep: Class 29 contains 7726 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 2299 members 
Mstep: Class 32 contains 5215 members 
Mstep: Class 33 contains 10475 members 
Mstep: Class 34 contains 1740 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 119111 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 69786 members 
Mstep: Class 40 contains 269 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 3524 members 
Mstep: Class 43 contains 455 members 
Mstep: Class 44 contains 10656 members 
Mstep: Class 45 contains 1651 members 
Mstep: Class 46 contains 1100 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 171 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 73476 members 
Mstep: Class 51 contains 506 members 
Mstep: Class 52 contains 175261 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 103862 members 
Mstep: Class 55 contains 840 members 
Mstep: Class 56 contains 134308 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1202 members 
Mstep: Class 59 contains 856 members 
Mstep: Class 60 contains 636 members 
Mstep: Class 61 contains 10465 members 
Mstep: Class 62 contains 473 members 
Mstep: Class 63 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90639664.000000 Penalty: 41539.402344
Iteration 246Q: 64 clusters Score -9.063966e+07 nChanged 45401
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98826 members 
Mstep: Class 3 contains 100964 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 217833 members 
Mstep: Class 8 contains 80115 members 
Mstep: Class 9 contains 37049 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 58581 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 5377 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 60595 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 120379 members 
Mstep: Class 19 contains 111473 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 65284 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 2193 members 
Mstep: Class 24 contains 175581 members 
Mstep: Class 25 contains 19041 members 
Mstep: Class 26 contains 7120 members 
Mstep: Class 27 contains 8462 members 
Mstep: Class 28 contains 28884 members 
Mstep: Class 29 contains 8092 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2304 members 
Mstep: Class 32 contains 5187 members 
Mstep: Class 33 contains 10384 members 
Mstep: Class 34 contains 1736 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 132241 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 68796 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 2464 members 
Mstep: Class 43 contains 461 members 
Mstep: Class 44 contains 10085 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1115 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 170 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 65275 members 
Mstep: Class 51 contains 504 members 
Mstep: Class 52 contains 175572 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 102581 members 
Mstep: Class 55 contains 844 members 
Mstep: Class 56 contains 137629 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1199 members 
Mstep: Class 59 contains 851 members 
Mstep: Class 60 contains 633 members 
Mstep: Class 61 contains 10729 members 
Mstep: Class 62 contains 477 members 
Mstep: Class 63 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90636288.000000 Penalty: 41539.402344
Iteration 247Q: 64 clusters Score -9.063629e+07 nChanged 41283
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98795 members 
Mstep: Class 3 contains 101220 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 2471 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 217751 members 
Mstep: Class 8 contains 81900 members 
Mstep: Class 9 contains 37047 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 58554 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 59025 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 120214 members 
Mstep: Class 19 contains 110633 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 65486 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 2254 members 
Mstep: Class 24 contains 173159 members 
Mstep: Class 25 contains 19045 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8435 members 
Mstep: Class 28 contains 29523 members 
Mstep: Class 29 contains 8522 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 10291 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 144656 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 67999 members 
Mstep: Class 40 contains 267 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 1544 members 
Mstep: Class 43 contains 465 members 
Mstep: Class 44 contains 9605 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1130 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 171 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 57959 members 
Mstep: Class 51 contains 502 members 
Mstep: Class 52 contains 175185 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 101672 members 
Mstep: Class 55 contains 846 members 
Mstep: Class 56 contains 137717 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1197 members 
Mstep: Class 59 contains 848 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 10994 members 
Mstep: Class 62 contains 478 members 
Mstep: Class 63 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90634424.000000 Penalty: 41539.402344
Iteration 248Q: 64 clusters Score -9.063442e+07 nChanged 36411
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98730 members 
Mstep: Class 3 contains 101186 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 2485 members 
Mstep: Class 6 contains 1860 members 
Mstep: Class 7 contains 217715 members 
Mstep: Class 8 contains 83972 members 
Mstep: Class 9 contains 37057 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7399 members 
Mstep: Class 12 contains 58533 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 5397 members 
Mstep: Class 15 contains 1759 members 
Mstep: Class 16 contains 57404 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 119962 members 
Mstep: Class 19 contains 109928 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 65714 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 2323 members 
Mstep: Class 24 contains 171889 members 
Mstep: Class 25 contains 19047 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8409 members 
Mstep: Class 28 contains 30178 members 
Mstep: Class 29 contains 8983 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 5068 members 
Mstep: Class 33 contains 10224 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 156937 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 67215 members 
Mstep: Class 40 contains 267 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 42 contains 952 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 9246 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1149 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 53497 members 
Mstep: Class 51 contains 498 members 
Mstep: Class 52 contains 174271 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 101032 members 
Mstep: Class 55 contains 847 members 
Mstep: Class 56 contains 133668 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1197 members 
Mstep: Class 59 contains 849 members 
Mstep: Class 60 contains 627 members 
Mstep: Class 61 contains 11179 members 
Mstep: Class 62 contains 480 members 
Mstep: Class 63 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 42. Lose 450.830231 but Gain 659.355469
Score: -90632768.000000 Penalty: 40880.046875
Iteration 249Q: 63 clusters Score -9.063277e+07 nChanged 29494
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98675 members 
Mstep: Class 3 contains 101096 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 217638 members 
Mstep: Class 8 contains 86108 members 
Mstep: Class 9 contains 37059 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7374 members 
Mstep: Class 12 contains 58518 members 
Mstep: Class 13 contains 484 members 
Mstep: Class 14 contains 5402 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 55740 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 119694 members 
Mstep: Class 19 contains 109338 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 65945 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2386 members 
Mstep: Class 24 contains 171136 members 
Mstep: Class 25 contains 19039 members 
Mstep: Class 26 contains 7121 members 
Mstep: Class 27 contains 8376 members 
Mstep: Class 28 contains 30882 members 
Mstep: Class 29 contains 9432 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 10215 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 165388 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 66318 members 
Mstep: Class 40 contains 267 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 43 contains 467 members 
Mstep: Class 44 contains 8932 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1166 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 50980 members 
Mstep: Class 51 contains 497 members 
Mstep: Class 52 contains 173202 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 100647 members 
Mstep: Class 55 contains 848 members 
Mstep: Class 56 contains 131290 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1196 members 
Mstep: Class 59 contains 850 members 
Mstep: Class 60 contains 627 members 
Mstep: Class 61 contains 11294 members 
Mstep: Class 62 contains 480 members 
Mstep: Class 63 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90633760.000000 Penalty: 40880.046875
Iteration 250Q: 63 clusters Score -9.063376e+07 nChanged 23492
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98578 members 
Mstep: Class 3 contains 100805 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 1862 members 
Mstep: Class 7 contains 217633 members 
Mstep: Class 8 contains 88248 members 
Mstep: Class 9 contains 37059 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7371 members 
Mstep: Class 12 contains 58484 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 54224 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 119530 members 
Mstep: Class 19 contains 108875 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 66136 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2439 members 
Mstep: Class 24 contains 170531 members 
Mstep: Class 25 contains 19035 members 
Mstep: Class 26 contains 7122 members 
Mstep: Class 27 contains 8344 members 
Mstep: Class 28 contains 31616 members 
Mstep: Class 29 contains 9823 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 4931 members 
Mstep: Class 33 contains 10304 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4039 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 170138 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 65487 members 
Mstep: Class 40 contains 267 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 43 contains 467 members 
Mstep: Class 44 contains 8690 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1179 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 49455 members 
Mstep: Class 51 contains 497 members 
Mstep: Class 52 contains 172891 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 99783 members 
Mstep: Class 55 contains 853 members 
Mstep: Class 56 contains 129922 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1198 members 
Mstep: Class 59 contains 852 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 11336 members 
Mstep: Class 62 contains 480 members 
Mstep: Class 63 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90633456.000000 Penalty: 40880.046875
Iteration 251Q: 63 clusters Score -9.063346e+07 nChanged 19914
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98523 members 
Mstep: Class 3 contains 100388 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 217662 members 
Mstep: Class 8 contains 90348 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7354 members 
Mstep: Class 12 contains 58451 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 5408 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 52821 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 119414 members 
Mstep: Class 19 contains 108568 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 66301 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 2492 members 
Mstep: Class 24 contains 170020 members 
Mstep: Class 25 contains 19047 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8322 members 
Mstep: Class 28 contains 32335 members 
Mstep: Class 29 contains 10160 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 2333 members 
Mstep: Class 32 contains 4872 members 
Mstep: Class 33 contains 10398 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 172523 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 64717 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 43 contains 467 members 
Mstep: Class 44 contains 8464 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1193 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 48634 members 
Mstep: Class 51 contains 497 members 
Mstep: Class 52 contains 173308 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 98615 members 
Mstep: Class 55 contains 856 members 
Mstep: Class 56 contains 129516 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1198 members 
Mstep: Class 59 contains 852 members 
Mstep: Class 60 contains 630 members 
Mstep: Class 61 contains 11332 members 
Mstep: Class 62 contains 480 members 
Mstep: Class 63 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90631912.000000 Penalty: 40880.046875
Iteration 252Q: 63 clusters Score -9.063191e+07 nChanged 17174
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98466 members 
Mstep: Class 3 contains 99808 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 217706 members 
Mstep: Class 8 contains 92440 members 
Mstep: Class 9 contains 37044 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7319 members 
Mstep: Class 12 contains 58425 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 51491 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 119277 members 
Mstep: Class 19 contains 108411 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 66423 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 169524 members 
Mstep: Class 25 contains 19050 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8302 members 
Mstep: Class 28 contains 33046 members 
Mstep: Class 29 contains 10446 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 2343 members 
Mstep: Class 32 contains 4833 members 
Mstep: Class 33 contains 10473 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 173810 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 64051 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 43 contains 468 members 
Mstep: Class 44 contains 8277 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1207 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 48225 members 
Mstep: Class 51 contains 497 members 
Mstep: Class 52 contains 173860 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 97368 members 
Mstep: Class 55 contains 855 members 
Mstep: Class 56 contains 129617 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1200 members 
Mstep: Class 59 contains 852 members 
Mstep: Class 60 contains 630 members 
Mstep: Class 61 contains 11336 members 
Mstep: Class 62 contains 480 members 
Mstep: Class 63 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90631592.000000 Penalty: 40880.046875
Iteration 253Q: 63 clusters Score -9.063159e+07 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98414 members 
Mstep: Class 3 contains 99061 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2513 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 217695 members 
Mstep: Class 8 contains 94475 members 
Mstep: Class 9 contains 37042 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7299 members 
Mstep: Class 12 contains 58400 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 5425 members 
Mstep: Class 15 contains 1762 members 
Mstep: Class 16 contains 50267 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 119173 members 
Mstep: Class 19 contains 108367 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 66529 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 168997 members 
Mstep: Class 25 contains 19044 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8282 members 
Mstep: Class 28 contains 33679 members 
Mstep: Class 29 contains 10698 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 2349 members 
Mstep: Class 32 contains 4790 members 
Mstep: Class 33 contains 10506 members 
Mstep: Class 34 contains 1780 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 174632 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 63525 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 8113 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 48088 members 
Mstep: Class 51 contains 496 members 
Mstep: Class 52 contains 174351 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 96283 members 
Mstep: Class 55 contains 856 members 
Mstep: Class 56 contains 129854 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1201 members 
Mstep: Class 59 contains 855 members 
Mstep: Class 60 contains 630 members 
Mstep: Class 61 contains 11335 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90631448.000000 Penalty: 40880.046875
Iteration 254Q: 63 clusters Score -9.063145e+07 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98361 members 
Mstep: Class 3 contains 98243 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 1914 members 
Mstep: Class 7 contains 217676 members 
Mstep: Class 8 contains 96361 members 
Mstep: Class 9 contains 37039 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7289 members 
Mstep: Class 12 contains 58386 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 5436 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 49062 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 118976 members 
Mstep: Class 19 contains 108368 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 66622 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 168494 members 
Mstep: Class 25 contains 19056 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8273 members 
Mstep: Class 28 contains 34387 members 
Mstep: Class 29 contains 10928 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 2356 members 
Mstep: Class 32 contains 4750 members 
Mstep: Class 33 contains 10509 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 175275 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 63134 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 7963 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1223 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 48055 members 
Mstep: Class 51 contains 495 members 
Mstep: Class 52 contains 174716 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 95387 members 
Mstep: Class 55 contains 857 members 
Mstep: Class 56 contains 130095 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1203 members 
Mstep: Class 59 contains 857 members 
Mstep: Class 60 contains 630 members 
Mstep: Class 61 contains 11344 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90631984.000000 Penalty: 40880.046875
Iteration 255Q: 63 clusters Score -9.063198e+07 nChanged 13246
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98283 members 
Mstep: Class 3 contains 97334 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 1920 members 
Mstep: Class 7 contains 217663 members 
Mstep: Class 8 contains 98061 members 
Mstep: Class 9 contains 37033 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 58375 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 5447 members 
Mstep: Class 15 contains 1847 members 
Mstep: Class 16 contains 47864 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 118795 members 
Mstep: Class 19 contains 108459 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 66726 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 167997 members 
Mstep: Class 25 contains 19053 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8262 members 
Mstep: Class 28 contains 35092 members 
Mstep: Class 29 contains 11101 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 2362 members 
Mstep: Class 32 contains 4695 members 
Mstep: Class 33 contains 10499 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 175812 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 62940 members 
Mstep: Class 40 contains 270 members 
Mstep: Class 41 contains 257 members 
Mstep: Class 43 contains 470 members 
Mstep: Class 44 contains 7853 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1226 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 48126 members 
Mstep: Class 51 contains 495 members 
Mstep: Class 52 contains 174954 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 94681 members 
Mstep: Class 55 contains 858 members 
Mstep: Class 56 contains 130337 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1204 members 
Mstep: Class 59 contains 859 members 
Mstep: Class 60 contains 629 members 
Mstep: Class 61 contains 11352 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90631816.000000 Penalty: 40880.046875
Iteration 256Q: 63 clusters Score -9.063182e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98209 members 
Mstep: Class 3 contains 96540 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2531 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 217646 members 
Mstep: Class 8 contains 99585 members 
Mstep: Class 9 contains 37035 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7245 members 
Mstep: Class 12 contains 58364 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 5451 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 46733 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 118558 members 
Mstep: Class 19 contains 108599 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 66845 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 2742 members 
Mstep: Class 24 contains 167351 members 
Mstep: Class 25 contains 19054 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8248 members 
Mstep: Class 28 contains 35793 members 
Mstep: Class 29 contains 11231 members 
Mstep: Class 30 contains 411 members 
Mstep: Class 31 contains 2364 members 
Mstep: Class 32 contains 4627 members 
Mstep: Class 33 contains 10484 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 176430 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 62813 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 43 contains 471 members 
Mstep: Class 44 contains 7759 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1228 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 48203 members 
Mstep: Class 51 contains 497 members 
Mstep: Class 52 contains 175164 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 94089 members 
Mstep: Class 55 contains 859 members 
Mstep: Class 56 contains 130517 members 
Mstep: Class 57 contains 397 members 
Mstep: Class 58 contains 1204 members 
Mstep: Class 59 contains 861 members 
Mstep: Class 60 contains 629 members 
Mstep: Class 61 contains 11350 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90632328.000000 Penalty: 40880.046875
Iteration 257Q: 63 clusters Score -9.063233e+07 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98142 members 
Mstep: Class 3 contains 95780 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 6 contains 1922 members 
Mstep: Class 7 contains 217641 members 
Mstep: Class 8 contains 100997 members 
Mstep: Class 9 contains 37048 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7246 members 
Mstep: Class 12 contains 58349 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5463 members 
Mstep: Class 15 contains 1986 members 
Mstep: Class 16 contains 45623 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 118304 members 
Mstep: Class 19 contains 108840 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 66950 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 2792 members 
Mstep: Class 24 contains 166738 members 
Mstep: Class 25 contains 19060 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8241 members 
Mstep: Class 28 contains 36473 members 
Mstep: Class 29 contains 11312 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2368 members 
Mstep: Class 32 contains 4555 members 
Mstep: Class 33 contains 10468 members 
Mstep: Class 34 contains 1783 members 
Mstep: Class 35 contains 4041 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 177004 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 62703 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 43 contains 472 members 
Mstep: Class 44 contains 7640 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1236 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 48265 members 
Mstep: Class 51 contains 497 members 
Mstep: Class 52 contains 175371 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 93560 members 
Mstep: Class 55 contains 860 members 
Mstep: Class 56 contains 130644 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1204 members 
Mstep: Class 59 contains 860 members 
Mstep: Class 60 contains 630 members 
Mstep: Class 61 contains 11351 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90632520.000000 Penalty: 40880.046875
Iteration 258Q: 63 clusters Score -9.063252e+07 nChanged 12059
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98081 members 
Mstep: Class 3 contains 94890 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2545 members 
Mstep: Class 6 contains 1934 members 
Mstep: Class 7 contains 217640 members 
Mstep: Class 8 contains 102299 members 
Mstep: Class 9 contains 37055 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7241 members 
Mstep: Class 12 contains 58341 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 5469 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 44545 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 118109 members 
Mstep: Class 19 contains 109135 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 67068 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 2833 members 
Mstep: Class 24 contains 166154 members 
Mstep: Class 25 contains 19067 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8234 members 
Mstep: Class 28 contains 37155 members 
Mstep: Class 29 contains 11335 members 
Mstep: Class 30 contains 411 members 
Mstep: Class 31 contains 2366 members 
Mstep: Class 32 contains 4474 members 
Mstep: Class 33 contains 10438 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 177573 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 62645 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 43 contains 472 members 
Mstep: Class 44 contains 7522 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1243 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 171 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 48331 members 
Mstep: Class 51 contains 497 members 
Mstep: Class 52 contains 175519 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 93212 members 
Mstep: Class 55 contains 861 members 
Mstep: Class 56 contains 130738 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1204 members 
Mstep: Class 59 contains 863 members 
Mstep: Class 60 contains 631 members 
Mstep: Class 61 contains 11346 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90632912.000000 Penalty: 40880.046875
Iteration 259Q: 63 clusters Score -9.063291e+07 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98031 members 
Mstep: Class 3 contains 93938 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2546 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 217649 members 
Mstep: Class 8 contains 103314 members 
Mstep: Class 9 contains 37071 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7240 members 
Mstep: Class 12 contains 58340 members 
Mstep: Class 13 contains 480 members 
Mstep: Class 14 contains 5461 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 43561 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 117853 members 
Mstep: Class 19 contains 109336 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 67190 members 
Mstep: Class 22 contains 1012 members 
Mstep: Class 23 contains 2880 members 
Mstep: Class 24 contains 165669 members 
Mstep: Class 25 contains 19082 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8227 members 
Mstep: Class 28 contains 37864 members 
Mstep: Class 29 contains 11329 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 2369 members 
Mstep: Class 32 contains 4398 members 
Mstep: Class 33 contains 10391 members 
Mstep: Class 34 contains 1782 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 178122 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 62816 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 43 contains 472 members 
Mstep: Class 44 contains 7405 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1245 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 171 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 48397 members 
Mstep: Class 51 contains 497 members 
Mstep: Class 52 contains 175667 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 92980 members 
Mstep: Class 55 contains 861 members 
Mstep: Class 56 contains 130811 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1204 members 
Mstep: Class 59 contains 865 members 
Mstep: Class 60 contains 631 members 
Mstep: Class 61 contains 11327 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90663144.000000 Penalty: 40880.046875
Iteration 260F: 63 clusters Score -9.066314e+07 nChanged 58544
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 97933 members 
Mstep: Class 3 contains 91658 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2543 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 217658 members 
Mstep: Class 8 contains 90379 members 
Mstep: Class 9 contains 37078 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 58301 members 
Mstep: Class 13 contains 479 members 
Mstep: Class 14 contains 5456 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 42293 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 117689 members 
Mstep: Class 19 contains 109006 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 67334 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 2937 members 
Mstep: Class 24 contains 178617 members 
Mstep: Class 25 contains 19087 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8210 members 
Mstep: Class 28 contains 38560 members 
Mstep: Class 29 contains 11505 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 4313 members 
Mstep: Class 33 contains 10333 members 
Mstep: Class 34 contains 1784 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 200684 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 62884 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 43 contains 472 members 
Mstep: Class 44 contains 7365 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1249 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 171 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 40492 members 
Mstep: Class 51 contains 497 members 
Mstep: Class 52 contains 175122 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 91305 members 
Mstep: Class 55 contains 862 members 
Mstep: Class 56 contains 121501 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1204 members 
Mstep: Class 59 contains 866 members 
Mstep: Class 60 contains 631 members 
Mstep: Class 61 contains 11346 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90658496.000000 Penalty: 40880.046875
Iteration 261Q: 63 clusters Score -9.06585e+07 nChanged 67231
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 97749 members 
Mstep: Class 3 contains 91775 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 217873 members 
Mstep: Class 8 contains 80328 members 
Mstep: Class 9 contains 37093 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 58329 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 41688 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 117782 members 
Mstep: Class 19 contains 107450 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 67486 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 185961 members 
Mstep: Class 25 contains 19122 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8203 members 
Mstep: Class 28 contains 39275 members 
Mstep: Class 29 contains 10772 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2374 members 
Mstep: Class 32 contains 4185 members 
Mstep: Class 33 contains 10299 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 221993 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 65338 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 258 members 
Mstep: Class 43 contains 473 members 
Mstep: Class 44 contains 7369 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1243 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 171 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 36075 members 
Mstep: Class 51 contains 498 members 
Mstep: Class 52 contains 178831 members 
Mstep: Class 53 contains 388 members 
Mstep: Class 54 contains 86245 members 
Mstep: Class 55 contains 863 members 
Mstep: Class 56 contains 107809 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1206 members 
Mstep: Class 59 contains 867 members 
Mstep: Class 60 contains 631 members 
Mstep: Class 61 contains 11433 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90616936.000000 Penalty: 40880.046875
Iteration 262Q: 63 clusters Score -9.061694e+07 nChanged 73990
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 97722 members 
Mstep: Class 3 contains 93854 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 218060 members 
Mstep: Class 8 contains 73776 members 
Mstep: Class 9 contains 37106 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 58375 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5493 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 41195 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 117833 members 
Mstep: Class 19 contains 105414 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 67697 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 191498 members 
Mstep: Class 25 contains 19136 members 
Mstep: Class 26 contains 7122 members 
Mstep: Class 27 contains 8200 members 
Mstep: Class 28 contains 39979 members 
Mstep: Class 29 contains 10010 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2375 members 
Mstep: Class 32 contains 4059 members 
Mstep: Class 33 contains 10018 members 
Mstep: Class 34 contains 1784 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 239767 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 69756 members 
Mstep: Class 40 contains 270 members 
Mstep: Class 41 contains 256 members 
Mstep: Class 43 contains 472 members 
Mstep: Class 44 contains 7436 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1244 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 171 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 35378 members 
Mstep: Class 51 contains 499 members 
Mstep: Class 52 contains 184804 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 79252 members 
Mstep: Class 55 contains 864 members 
Mstep: Class 56 contains 88132 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1209 members 
Mstep: Class 59 contains 868 members 
Mstep: Class 60 contains 631 members 
Mstep: Class 61 contains 11686 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90574392.000000 Penalty: 40880.046875
Iteration 263Q: 63 clusters Score -9.057439e+07 nChanged 60066
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 97977 members 
Mstep: Class 3 contains 96966 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 218121 members 
Mstep: Class 8 contains 69821 members 
Mstep: Class 9 contains 37091 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7313 members 
Mstep: Class 12 contains 58439 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5531 members 
Mstep: Class 15 contains 2824 members 
Mstep: Class 16 contains 40593 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 117796 members 
Mstep: Class 19 contains 103501 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 67998 members 
Mstep: Class 22 contains 1018 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 194826 members 
Mstep: Class 25 contains 19147 members 
Mstep: Class 26 contains 7120 members 
Mstep: Class 27 contains 8197 members 
Mstep: Class 28 contains 40669 members 
Mstep: Class 29 contains 9434 members 
Mstep: Class 30 contains 411 members 
Mstep: Class 31 contains 2376 members 
Mstep: Class 32 contains 3947 members 
Mstep: Class 33 contains 9276 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 236347 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 75044 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 43 contains 473 members 
Mstep: Class 44 contains 7524 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1246 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 36256 members 
Mstep: Class 51 contains 500 members 
Mstep: Class 52 contains 190542 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 76905 members 
Mstep: Class 55 contains 863 members 
Mstep: Class 56 contains 80990 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1211 members 
Mstep: Class 59 contains 866 members 
Mstep: Class 60 contains 631 members 
Mstep: Class 61 contains 12188 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90578352.000000 Penalty: 40880.046875
Iteration 264Q: 63 clusters Score -9.057835e+07 nChanged 45198
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98157 members 
Mstep: Class 3 contains 100217 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 217965 members 
Mstep: Class 8 contains 67931 members 
Mstep: Class 9 contains 37072 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7382 members 
Mstep: Class 12 contains 58471 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 5564 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 39807 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 117529 members 
Mstep: Class 19 contains 101843 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 68384 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 3235 members 
Mstep: Class 24 contains 195769 members 
Mstep: Class 25 contains 19162 members 
Mstep: Class 26 contains 7120 members 
Mstep: Class 27 contains 8189 members 
Mstep: Class 28 contains 41358 members 
Mstep: Class 29 contains 8806 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 2369 members 
Mstep: Class 32 contains 3877 members 
Mstep: Class 33 contains 8159 members 
Mstep: Class 34 contains 1782 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 230564 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 80079 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 43 contains 474 members 
Mstep: Class 44 contains 7615 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1245 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 37445 members 
Mstep: Class 51 contains 500 members 
Mstep: Class 52 contains 193737 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 75509 members 
Mstep: Class 55 contains 866 members 
Mstep: Class 56 contains 78864 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1211 members 
Mstep: Class 59 contains 868 members 
Mstep: Class 60 contains 631 members 
Mstep: Class 61 contains 12634 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90589400.000000 Penalty: 40880.046875
Iteration 265Q: 63 clusters Score -9.05894e+07 nChanged 37929
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98263 members 
Mstep: Class 3 contains 103415 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 217760 members 
Mstep: Class 8 contains 67045 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 58449 members 
Mstep: Class 13 contains 480 members 
Mstep: Class 14 contains 5570 members 
Mstep: Class 15 contains 3329 members 
Mstep: Class 16 contains 38780 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 117263 members 
Mstep: Class 19 contains 100478 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 68841 members 
Mstep: Class 22 contains 1023 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 194827 members 
Mstep: Class 25 contains 19170 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 8180 members 
Mstep: Class 28 contains 42030 members 
Mstep: Class 29 contains 8191 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2362 members 
Mstep: Class 32 contains 3801 members 
Mstep: Class 33 contains 6997 members 
Mstep: Class 34 contains 1782 members 
Mstep: Class 35 contains 4042 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 225385 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 85390 members 
Mstep: Class 40 contains 269 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 43 contains 475 members 
Mstep: Class 44 contains 7713 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1246 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 38884 members 
Mstep: Class 51 contains 500 members 
Mstep: Class 52 contains 195009 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 74209 members 
Mstep: Class 55 contains 867 members 
Mstep: Class 56 contains 78642 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1212 members 
Mstep: Class 59 contains 869 members 
Mstep: Class 60 contains 631 members 
Mstep: Class 61 contains 13029 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90598768.000000 Penalty: 40880.046875
Iteration 266Q: 63 clusters Score -9.059877e+07 nChanged 32816
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98365 members 
Mstep: Class 3 contains 106304 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2546 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 217534 members 
Mstep: Class 8 contains 66494 members 
Mstep: Class 9 contains 37049 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7390 members 
Mstep: Class 12 contains 58406 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 5565 members 
Mstep: Class 15 contains 3537 members 
Mstep: Class 16 contains 37583 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 117003 members 
Mstep: Class 19 contains 99561 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 69298 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 3347 members 
Mstep: Class 24 contains 192918 members 
Mstep: Class 25 contains 19182 members 
Mstep: Class 26 contains 7126 members 
Mstep: Class 27 contains 8161 members 
Mstep: Class 28 contains 42723 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2347 members 
Mstep: Class 32 contains 3692 members 
Mstep: Class 33 contains 5976 members 
Mstep: Class 34 contains 1784 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 221090 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 90621 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 43 contains 475 members 
Mstep: Class 44 contains 7833 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1250 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 40508 members 
Mstep: Class 51 contains 501 members 
Mstep: Class 52 contains 194763 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 73044 members 
Mstep: Class 55 contains 866 members 
Mstep: Class 56 contains 79553 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1214 members 
Mstep: Class 59 contains 875 members 
Mstep: Class 60 contains 631 members 
Mstep: Class 61 contains 13349 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90606000.000000 Penalty: 40880.046875
Iteration 267Q: 63 clusters Score -9.0606e+07 nChanged 29528
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98426 members 
Mstep: Class 3 contains 108639 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 217345 members 
Mstep: Class 8 contains 65965 members 
Mstep: Class 9 contains 37044 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7401 members 
Mstep: Class 12 contains 58353 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 5534 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 36266 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 116740 members 
Mstep: Class 19 contains 98964 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 69732 members 
Mstep: Class 22 contains 1032 members 
Mstep: Class 23 contains 3396 members 
Mstep: Class 24 contains 190409 members 
Mstep: Class 25 contains 19199 members 
Mstep: Class 26 contains 7128 members 
Mstep: Class 27 contains 8139 members 
Mstep: Class 28 contains 43473 members 
Mstep: Class 29 contains 7026 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 3578 members 
Mstep: Class 33 contains 5106 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4044 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 217404 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 96021 members 
Mstep: Class 40 contains 267 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 43 contains 477 members 
Mstep: Class 44 contains 7959 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1254 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 42251 members 
Mstep: Class 51 contains 502 members 
Mstep: Class 52 contains 193666 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 71970 members 
Mstep: Class 55 contains 867 members 
Mstep: Class 56 contains 81096 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1213 members 
Mstep: Class 59 contains 880 members 
Mstep: Class 60 contains 632 members 
Mstep: Class 61 contains 13602 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90613536.000000 Penalty: 40880.046875
Iteration 268Q: 63 clusters Score -9.061354e+07 nChanged 27290
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98464 members 
Mstep: Class 3 contains 110405 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 217174 members 
Mstep: Class 8 contains 65482 members 
Mstep: Class 9 contains 37044 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7412 members 
Mstep: Class 12 contains 58282 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 5514 members 
Mstep: Class 15 contains 3914 members 
Mstep: Class 16 contains 34971 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 116436 members 
Mstep: Class 19 contains 98501 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 70179 members 
Mstep: Class 22 contains 1032 members 
Mstep: Class 23 contains 3423 members 
Mstep: Class 24 contains 187278 members 
Mstep: Class 25 contains 19228 members 
Mstep: Class 26 contains 7129 members 
Mstep: Class 27 contains 8109 members 
Mstep: Class 28 contains 44246 members 
Mstep: Class 29 contains 6575 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 4458 members 
Mstep: Class 34 contains 1798 members 
Mstep: Class 35 contains 4045 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 214555 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 101545 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 8055 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1263 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 43990 members 
Mstep: Class 51 contains 504 members 
Mstep: Class 52 contains 191806 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 71141 members 
Mstep: Class 55 contains 867 members 
Mstep: Class 56 contains 82974 members 
Mstep: Class 57 contains 396 members 
Mstep: Class 58 contains 1212 members 
Mstep: Class 59 contains 882 members 
Mstep: Class 60 contains 632 members 
Mstep: Class 61 contains 13821 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90620160.000000 Penalty: 40880.046875
Iteration 269Q: 63 clusters Score -9.062016e+07 nChanged 25700
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98463 members 
Mstep: Class 3 contains 111610 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 1922 members 
Mstep: Class 7 contains 217052 members 
Mstep: Class 8 contains 64987 members 
Mstep: Class 9 contains 37041 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7407 members 
Mstep: Class 12 contains 58201 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 4071 members 
Mstep: Class 16 contains 33763 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 116131 members 
Mstep: Class 19 contains 98349 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 70653 members 
Mstep: Class 22 contains 1032 members 
Mstep: Class 23 contains 3447 members 
Mstep: Class 24 contains 183772 members 
Mstep: Class 25 contains 19259 members 
Mstep: Class 26 contains 7135 members 
Mstep: Class 27 contains 8082 members 
Mstep: Class 28 contains 45014 members 
Mstep: Class 29 contains 6242 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 3298 members 
Mstep: Class 33 contains 3953 members 
Mstep: Class 34 contains 1811 members 
Mstep: Class 35 contains 4045 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 212176 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 106929 members 
Mstep: Class 40 contains 269 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 43 contains 479 members 
Mstep: Class 44 contains 8129 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1272 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 45617 members 
Mstep: Class 51 contains 504 members 
Mstep: Class 52 contains 189668 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 70515 members 
Mstep: Class 55 contains 868 members 
Mstep: Class 56 contains 85095 members 
Mstep: Class 57 contains 395 members 
Mstep: Class 58 contains 1212 members 
Mstep: Class 59 contains 882 members 
Mstep: Class 60 contains 633 members 
Mstep: Class 61 contains 14013 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90625584.000000 Penalty: 40880.046875
Iteration 270Q: 63 clusters Score -9.062558e+07 nChanged 24385
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98516 members 
Mstep: Class 3 contains 112219 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2522 members 
Mstep: Class 6 contains 1922 members 
Mstep: Class 7 contains 216974 members 
Mstep: Class 8 contains 64688 members 
Mstep: Class 9 contains 37034 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7384 members 
Mstep: Class 12 contains 58128 members 
Mstep: Class 13 contains 484 members 
Mstep: Class 14 contains 5427 members 
Mstep: Class 15 contains 4153 members 
Mstep: Class 16 contains 32592 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 115789 members 
Mstep: Class 19 contains 98467 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 71185 members 
Mstep: Class 22 contains 1033 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 180053 members 
Mstep: Class 25 contains 19275 members 
Mstep: Class 26 contains 7141 members 
Mstep: Class 27 contains 8061 members 
Mstep: Class 28 contains 45789 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 3189 members 
Mstep: Class 33 contains 3663 members 
Mstep: Class 34 contains 1823 members 
Mstep: Class 35 contains 4045 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 209878 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 111989 members 
Mstep: Class 40 contains 270 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 43 contains 479 members 
Mstep: Class 44 contains 8146 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1281 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 47179 members 
Mstep: Class 51 contains 504 members 
Mstep: Class 52 contains 187666 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 70071 members 
Mstep: Class 55 contains 869 members 
Mstep: Class 56 contains 87242 members 
Mstep: Class 57 contains 395 members 
Mstep: Class 58 contains 1214 members 
Mstep: Class 59 contains 880 members 
Mstep: Class 60 contains 630 members 
Mstep: Class 61 contains 14122 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90630944.000000 Penalty: 40880.046875
Iteration 271Q: 63 clusters Score -9.063094e+07 nChanged 23963
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98576 members 
Mstep: Class 3 contains 112291 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 2515 members 
Mstep: Class 6 contains 1922 members 
Mstep: Class 7 contains 216885 members 
Mstep: Class 8 contains 64454 members 
Mstep: Class 9 contains 37038 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7368 members 
Mstep: Class 12 contains 58068 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 5394 members 
Mstep: Class 15 contains 4161 members 
Mstep: Class 16 contains 31465 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 115505 members 
Mstep: Class 19 contains 98889 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 71668 members 
Mstep: Class 22 contains 1030 members 
Mstep: Class 23 contains 3488 members 
Mstep: Class 24 contains 176022 members 
Mstep: Class 25 contains 19291 members 
Mstep: Class 26 contains 7147 members 
Mstep: Class 27 contains 8043 members 
Mstep: Class 28 contains 46522 members 
Mstep: Class 29 contains 6014 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 2306 members 
Mstep: Class 32 contains 3055 members 
Mstep: Class 33 contains 3498 members 
Mstep: Class 34 contains 1828 members 
Mstep: Class 35 contains 4044 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 208028 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 116855 members 
Mstep: Class 40 contains 269 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 8136 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1294 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 48658 members 
Mstep: Class 51 contains 504 members 
Mstep: Class 52 contains 185766 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 69734 members 
Mstep: Class 55 contains 869 members 
Mstep: Class 56 contains 89286 members 
Mstep: Class 57 contains 395 members 
Mstep: Class 58 contains 1216 members 
Mstep: Class 59 contains 879 members 
Mstep: Class 60 contains 630 members 
Mstep: Class 61 contains 14229 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90633912.000000 Penalty: 40880.046875
Iteration 272Q: 63 clusters Score -9.063391e+07 nChanged 24245
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98655 members 
Mstep: Class 3 contains 111877 members 
Mstep: Class 4 contains 283 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 1915 members 
Mstep: Class 7 contains 216827 members 
Mstep: Class 8 contains 64359 members 
Mstep: Class 9 contains 37039 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7353 members 
Mstep: Class 12 contains 57992 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 5376 members 
Mstep: Class 15 contains 4106 members 
Mstep: Class 16 contains 30381 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 115241 members 
Mstep: Class 19 contains 99427 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 72205 members 
Mstep: Class 22 contains 1026 members 
Mstep: Class 23 contains 3512 members 
Mstep: Class 24 contains 171670 members 
Mstep: Class 25 contains 19297 members 
Mstep: Class 26 contains 7151 members 
Mstep: Class 27 contains 8015 members 
Mstep: Class 28 contains 47217 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 2928 members 
Mstep: Class 33 contains 3410 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 4042 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 206302 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 121673 members 
Mstep: Class 40 contains 269 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 43 contains 479 members 
Mstep: Class 44 contains 8096 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1318 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 50004 members 
Mstep: Class 51 contains 504 members 
Mstep: Class 52 contains 184155 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 69372 members 
Mstep: Class 55 contains 869 members 
Mstep: Class 56 contains 91355 members 
Mstep: Class 57 contains 395 members 
Mstep: Class 58 contains 1215 members 
Mstep: Class 59 contains 878 members 
Mstep: Class 60 contains 629 members 
Mstep: Class 61 contains 14300 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90636472.000000 Penalty: 40880.046875
Iteration 273Q: 63 clusters Score -9.063647e+07 nChanged 24461
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98759 members 
Mstep: Class 3 contains 111045 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2493 members 
Mstep: Class 6 contains 1909 members 
Mstep: Class 7 contains 216795 members 
Mstep: Class 8 contains 64241 members 
Mstep: Class 9 contains 37034 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7314 members 
Mstep: Class 12 contains 57954 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 3994 members 
Mstep: Class 16 contains 29337 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 114977 members 
Mstep: Class 19 contains 100225 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 72728 members 
Mstep: Class 22 contains 1027 members 
Mstep: Class 23 contains 3536 members 
Mstep: Class 24 contains 167187 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 7154 members 
Mstep: Class 27 contains 7978 members 
Mstep: Class 28 contains 47857 members 
Mstep: Class 29 contains 6584 members 
Mstep: Class 30 contains 415 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 2825 members 
Mstep: Class 33 contains 3387 members 
Mstep: Class 34 contains 1841 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 204931 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 126195 members 
Mstep: Class 40 contains 269 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 43 contains 483 members 
Mstep: Class 44 contains 8052 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1339 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 51201 members 
Mstep: Class 51 contains 504 members 
Mstep: Class 52 contains 182781 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 69002 members 
Mstep: Class 55 contains 869 members 
Mstep: Class 56 contains 93394 members 
Mstep: Class 57 contains 395 members 
Mstep: Class 58 contains 1215 members 
Mstep: Class 59 contains 880 members 
Mstep: Class 60 contains 629 members 
Mstep: Class 61 contains 14371 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90638536.000000 Penalty: 40880.046875
Iteration 274Q: 63 clusters Score -9.063854e+07 nChanged 25141
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98843 members 
Mstep: Class 3 contains 109887 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2473 members 
Mstep: Class 6 contains 1903 members 
Mstep: Class 7 contains 216787 members 
Mstep: Class 8 contains 64270 members 
Mstep: Class 9 contains 37024 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7286 members 
Mstep: Class 12 contains 57882 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 5357 members 
Mstep: Class 15 contains 3887 members 
Mstep: Class 16 contains 28329 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 114667 members 
Mstep: Class 19 contains 101176 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 73258 members 
Mstep: Class 22 contains 1026 members 
Mstep: Class 23 contains 3568 members 
Mstep: Class 24 contains 162319 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 7156 members 
Mstep: Class 27 contains 7938 members 
Mstep: Class 28 contains 48532 members 
Mstep: Class 29 contains 7018 members 
Mstep: Class 30 contains 416 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 2743 members 
Mstep: Class 33 contains 3397 members 
Mstep: Class 34 contains 1843 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 203869 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 130425 members 
Mstep: Class 40 contains 269 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 7995 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1367 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 52314 members 
Mstep: Class 51 contains 504 members 
Mstep: Class 52 contains 181569 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 68691 members 
Mstep: Class 55 contains 870 members 
Mstep: Class 56 contains 95531 members 
Mstep: Class 57 contains 395 members 
Mstep: Class 58 contains 1215 members 
Mstep: Class 59 contains 883 members 
Mstep: Class 60 contains 630 members 
Mstep: Class 61 contains 14454 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90639120.000000 Penalty: 40880.046875
Iteration 275Q: 63 clusters Score -9.063912e+07 nChanged 25681
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98874 members 
Mstep: Class 3 contains 108530 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 216735 members 
Mstep: Class 8 contains 64370 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 57806 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 5355 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 27332 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 114331 members 
Mstep: Class 19 contains 102300 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 73787 members 
Mstep: Class 22 contains 1024 members 
Mstep: Class 23 contains 3610 members 
Mstep: Class 24 contains 157333 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 7157 members 
Mstep: Class 27 contains 7880 members 
Mstep: Class 28 contains 49197 members 
Mstep: Class 29 contains 7442 members 
Mstep: Class 30 contains 416 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 2659 members 
Mstep: Class 33 contains 3440 members 
Mstep: Class 34 contains 1842 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 203100 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 134411 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 7917 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1411 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 53364 members 
Mstep: Class 51 contains 504 members 
Mstep: Class 52 contains 180582 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 68435 members 
Mstep: Class 55 contains 870 members 
Mstep: Class 56 contains 97642 members 
Mstep: Class 57 contains 395 members 
Mstep: Class 58 contains 1221 members 
Mstep: Class 59 contains 885 members 
Mstep: Class 60 contains 631 members 
Mstep: Class 61 contains 14488 members 
Mstep: Class 62 contains 486 members 
Mstep: Class 63 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90639752.000000 Penalty: 40880.046875
Iteration 276Q: 63 clusters Score -9.063975e+07 nChanged 25102
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98916 members 
Mstep: Class 3 contains 107178 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2436 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 216736 members 
Mstep: Class 8 contains 64732 members 
Mstep: Class 9 contains 37031 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7230 members 
Mstep: Class 12 contains 57765 members 
Mstep: Class 13 contains 497 members 
Mstep: Class 14 contains 5356 members 
Mstep: Class 15 contains 3620 members 
Mstep: Class 16 contains 26394 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113954 members 
Mstep: Class 19 contains 103395 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 74334 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3648 members 
Mstep: Class 24 contains 151948 members 
Mstep: Class 25 contains 19313 members 
Mstep: Class 26 contains 7158 members 
Mstep: Class 27 contains 7819 members 
Mstep: Class 28 contains 49860 members 
Mstep: Class 29 contains 7740 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 3498 members 
Mstep: Class 34 contains 1844 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 202436 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 138173 members 
Mstep: Class 40 contains 267 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 7817 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1462 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 93 members 
Mstep: Class 50 contains 54331 members 
Mstep: Class 51 contains 503 members 
Mstep: Class 52 contains 179908 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 68103 members 
Mstep: Class 55 contains 869 members 
Mstep: Class 56 contains 99896 members 
Mstep: Class 57 contains 395 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 888 members 
Mstep: Class 60 contains 632 members 
Mstep: Class 61 contains 14521 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90640464.000000 Penalty: 40880.046875
Iteration 277Q: 63 clusters Score -9.064046e+07 nChanged 23979
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98893 members 
Mstep: Class 3 contains 106022 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 216732 members 
Mstep: Class 8 contains 65313 members 
Mstep: Class 9 contains 37034 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 57736 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 5362 members 
Mstep: Class 15 contains 3439 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113563 members 
Mstep: Class 19 contains 104449 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 74816 members 
Mstep: Class 22 contains 1024 members 
Mstep: Class 23 contains 3691 members 
Mstep: Class 24 contains 146220 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 7158 members 
Mstep: Class 27 contains 7771 members 
Mstep: Class 28 contains 50521 members 
Mstep: Class 29 contains 7971 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 2513 members 
Mstep: Class 33 contains 3573 members 
Mstep: Class 34 contains 1844 members 
Mstep: Class 35 contains 4042 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 201882 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 141692 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7722 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1499 members 
Mstep: Class 47 contains 735 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 55344 members 
Mstep: Class 51 contains 503 members 
Mstep: Class 52 contains 179454 members 
Mstep: Class 53 contains 387 members 
Mstep: Class 54 contains 67611 members 
Mstep: Class 55 contains 872 members 
Mstep: Class 56 contains 102314 members 
Mstep: Class 57 contains 395 members 
Mstep: Class 58 contains 1225 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 636 members 
Mstep: Class 61 contains 14559 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90642512.000000 Penalty: 40880.046875
Iteration 278Q: 63 clusters Score -9.064251e+07 nChanged 21684
Entering ConstructFrom: 
Score: -90642512.000000 Penalty: 40880.046875
Entering ConstructFrom: 
Trying to split cluster 1 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -35363.726562 Penalty: 304.602570
	Iteration 0F: 2 clusters Score -35363.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34661.015625 Penalty: 609.205139
	Iteration 0F: 3 clusters Score -34661.02 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -34880.464844 Penalty: 609.205139
	Iteration 1F: 3 clusters Score -34880.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -34923.460938 Penalty: 609.205139
	Iteration 2F: 3 clusters Score -34923.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -34948.507812 Penalty: 609.205139
	Iteration 3Q: 3 clusters Score -34948.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -34971.070312 Penalty: 609.205139
	Iteration 4Q: 3 clusters Score -34971.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -34987.410156 Penalty: 609.205139
	Iteration 5Q: 3 clusters Score -34987.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -35010.085938 Penalty: 609.205139
	Iteration 6Q: 3 clusters Score -35010.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -35024.710938 Penalty: 609.205139
	Iteration 7Q: 3 clusters Score -35024.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -35037.613281 Penalty: 609.205139
	Iteration 8Q: 3 clusters Score -35037.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -35059.175781 Penalty: 609.205139
	Iteration 9Q: 3 clusters Score -35059.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -35079.847656 Penalty: 609.205139
	Iteration 10Q: 3 clusters Score -35079.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -35093.660156 Penalty: 609.205139
	Iteration 11Q: 3 clusters Score -35093.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -35101.074219 Penalty: 609.205139
	Iteration 12Q: 3 clusters Score -35101.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -35105.726562 Penalty: 609.205139
	Iteration 13Q: 3 clusters Score -35105.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -35108.500000 Penalty: 609.205139
	Iteration 14Q: 3 clusters Score -35108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -35110.953125 Penalty: 609.205139
	Iteration 15Q: 3 clusters Score -35110.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -35114.871094 Penalty: 609.205139
	Iteration 16Q: 3 clusters Score -35114.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -35116.066406 Penalty: 609.205139
	Iteration 17Q: 3 clusters Score -35116.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -35116.066406 Penalty: 609.205139
	Iteration 18F: 3 clusters Score -35116.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (98911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Entering Unmasked Estep 
Score: -4746986.000000 Penalty: 523.339905
	Iteration 0F: 2 clusters Score -4746986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -4680030.500000 Penalty: 1046.679810
	Iteration 0F: 3 clusters Score -4680030 nChanged 48406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -4709249.500000 Penalty: 1046.679810
	Iteration 1F: 3 clusters Score -4709250 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -4710412.500000 Penalty: 1046.679810
	Iteration 2Q: 3 clusters Score -4710412 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -4712488.000000 Penalty: 1046.679810
	Iteration 3F: 3 clusters Score -4712488 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4715803.500000 Penalty: 1046.679810
	Iteration 4F: 3 clusters Score -4715804 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4721049.000000 Penalty: 1046.679810
	Iteration 5F: 3 clusters Score -4721049 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4728478.000000 Penalty: 1046.679810
	Iteration 6F: 3 clusters Score -4728478 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -4736555.000000 Penalty: 1046.679810
	Iteration 7F: 3 clusters Score -4736555 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94513 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -4742397.000000 Penalty: 1046.679810
	Iteration 8F: 3 clusters Score -4742397 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4745106.000000 Penalty: 1046.679810
	Iteration 9Q: 3 clusters Score -4745106 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4746132.000000 Penalty: 1046.679810
	Iteration 10Q: 3 clusters Score -4746132 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98717 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4746426.500000 Penalty: 1046.679810
	Iteration 11Q: 3 clusters Score -4746426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4746519.500000 Penalty: 1046.679810
	Iteration 12Q: 3 clusters Score -4746520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4746544.000000 Penalty: 1046.679810
	Iteration 13Q: 3 clusters Score -4746544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4746552.000000 Penalty: 1046.679810
	Iteration 14Q: 3 clusters Score -4746552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98820 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4746557.500000 Penalty: 1046.679810
	Iteration 15Q: 3 clusters Score -4746558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98822 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4746559.500000 Penalty: 1046.679810
	Iteration 16Q: 3 clusters Score -4746560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4746559.500000 Penalty: 1046.679810
	Iteration 17Q: 3 clusters Score -4746560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4746559.500000 Penalty: 1046.679810
	Iteration 18F: 3 clusters Score -4746560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104995 members 
Entering Unmasked Estep 
Score: -5223735.000000 Penalty: 526.055908
	Iteration 0F: 2 clusters Score -5223735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -5153342.000000 Penalty: 1052.111816
	Iteration 0F: 3 clusters Score -5153342 nChanged 51077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -5185352.000000 Penalty: 1052.111816
	Iteration 1F: 3 clusters Score -5185352 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -5187627.000000 Penalty: 1052.111816
	Iteration 2Q: 3 clusters Score -5187627 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -5191504.000000 Penalty: 1052.111816
	Iteration 3F: 3 clusters Score -5191504 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5198278.500000 Penalty: 1052.111816
	Iteration 4F: 3 clusters Score -5198278 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5206966.000000 Penalty: 1052.111816
	Iteration 5F: 3 clusters Score -5206966 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -5212600.000000 Penalty: 1052.111816
	Iteration 6F: 3 clusters Score -5212600 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -5214907.000000 Penalty: 1052.111816
	Iteration 7Q: 3 clusters Score -5214907 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -5216235.500000 Penalty: 1052.111816
	Iteration 8Q: 3 clusters Score -5216236 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -5217429.000000 Penalty: 1052.111816
	Iteration 9Q: 3 clusters Score -5217429 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -5218467.500000 Penalty: 1052.111816
	Iteration 10Q: 3 clusters Score -5218468 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -5219280.000000 Penalty: 1052.111816
	Iteration 11Q: 3 clusters Score -5219280 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70614 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -5219919.500000 Penalty: 1052.111816
	Iteration 12Q: 3 clusters Score -5219920 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -5220411.000000 Penalty: 1052.111816
	Iteration 13Q: 3 clusters Score -5220411 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -5220675.500000 Penalty: 1052.111816
	Iteration 14Q: 3 clusters Score -5220676 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -5220883.500000 Penalty: 1052.111816
	Iteration 15Q: 3 clusters Score -5220884 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -5221003.000000 Penalty: 1052.111816
	Iteration 16Q: 3 clusters Score -5221003 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -5221156.000000 Penalty: 1052.111816
	Iteration 17Q: 3 clusters Score -5221156 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -5221244.000000 Penalty: 1052.111816
	Iteration 18Q: 3 clusters Score -5221244 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73807 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -5221276.000000 Penalty: 1052.111816
	Iteration 19Q: 3 clusters Score -5221276 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -5221322.000000 Penalty: 1052.111816
	Iteration 20F: 3 clusters Score -5221322 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -5221369.500000 Penalty: 1052.111816
	Iteration 21Q: 3 clusters Score -5221370 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -5221425.000000 Penalty: 1052.111816
	Iteration 22Q: 3 clusters Score -5221425 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -5221470.500000 Penalty: 1052.111816
	Iteration 23Q: 3 clusters Score -5221470 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5221505.500000 Penalty: 1052.111816
	Iteration 24Q: 3 clusters Score -5221506 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -5221500.500000 Penalty: 1052.111816
	Iteration 25Q: 3 clusters Score -5221500 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5221507.000000 Penalty: 1052.111816
	Iteration 26Q: 3 clusters Score -5221507 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -5221524.500000 Penalty: 1052.111816
	Iteration 27Q: 3 clusters Score -5221524 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5221557.500000 Penalty: 1052.111816
	Iteration 28Q: 3 clusters Score -5221558 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -5221553.000000 Penalty: 1052.111816
	Iteration 29Q: 3 clusters Score -5221553 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -5221608.000000 Penalty: 1052.111816
	Iteration 30Q: 3 clusters Score -5221608 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -5221651.000000 Penalty: 1052.111816
	Iteration 31Q: 3 clusters Score -5221651 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -5221702.000000 Penalty: 1052.111816
	Iteration 32Q: 3 clusters Score -5221702 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -5221729.500000 Penalty: 1052.111816
	Iteration 33Q: 3 clusters Score -5221730 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -5221740.500000 Penalty: 1052.111816
	Iteration 34Q: 3 clusters Score -5221740 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -5221781.000000 Penalty: 1052.111816
	Iteration 35Q: 3 clusters Score -5221781 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -5221824.000000 Penalty: 1052.111816
	Iteration 36Q: 3 clusters Score -5221824 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5221850.000000 Penalty: 1052.111816
	Iteration 37Q: 3 clusters Score -5221850 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -5221856.000000 Penalty: 1052.111816
	Iteration 38Q: 3 clusters Score -5221856 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -5221836.500000 Penalty: 1052.111816
	Iteration 39Q: 3 clusters Score -5221836 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -5221862.500000 Penalty: 1052.111816
	Iteration 40F: 3 clusters Score -5221862 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83344 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -5221885.500000 Penalty: 1052.111816
	Iteration 41Q: 3 clusters Score -5221886 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -5221888.500000 Penalty: 1052.111816
	Iteration 42Q: 3 clusters Score -5221888 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -5221911.500000 Penalty: 1052.111816
	Iteration 43Q: 3 clusters Score -5221912 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5221928.000000 Penalty: 1052.111816
	Iteration 44Q: 3 clusters Score -5221928 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85219 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -5221943.500000 Penalty: 1052.111816
	Iteration 45Q: 3 clusters Score -5221944 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -5221988.500000 Penalty: 1052.111816
	Iteration 46Q: 3 clusters Score -5221988 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -5222020.000000 Penalty: 1052.111816
	Iteration 47Q: 3 clusters Score -5222020 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -5222049.000000 Penalty: 1052.111816
	Iteration 48Q: 3 clusters Score -5222049 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -5222079.000000 Penalty: 1052.111816
	Iteration 49Q: 3 clusters Score -5222079 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -5222101.000000 Penalty: 1052.111816
	Iteration 50Q: 3 clusters Score -5222101 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -5222148.000000 Penalty: 1052.111816
	Iteration 51Q: 3 clusters Score -5222148 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88519 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5222188.500000 Penalty: 1052.111816
	Iteration 52Q: 3 clusters Score -5222188 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -5222273.000000 Penalty: 1052.111816
	Iteration 53Q: 3 clusters Score -5222273 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -5222322.500000 Penalty: 1052.111816
	Iteration 54Q: 3 clusters Score -5222322 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -5222365.500000 Penalty: 1052.111816
	Iteration 55Q: 3 clusters Score -5222366 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90568 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -5222400.000000 Penalty: 1052.111816
	Iteration 56Q: 3 clusters Score -5222400 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -5222457.500000 Penalty: 1052.111816
	Iteration 57Q: 3 clusters Score -5222458 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -5222469.500000 Penalty: 1052.111816
	Iteration 58Q: 3 clusters Score -5222470 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -5222505.500000 Penalty: 1052.111816
	Iteration 59Q: 3 clusters Score -5222506 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92241 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -5222535.000000 Penalty: 1052.111816
	Iteration 60F: 3 clusters Score -5222535 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -5222562.000000 Penalty: 1052.111816
	Iteration 61Q: 3 clusters Score -5222562 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5222578.500000 Penalty: 1052.111816
	Iteration 62Q: 3 clusters Score -5222578 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -5222590.500000 Penalty: 1052.111816
	Iteration 63Q: 3 clusters Score -5222590 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -5222625.000000 Penalty: 1052.111816
	Iteration 64Q: 3 clusters Score -5222625 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -5222662.000000 Penalty: 1052.111816
	Iteration 65Q: 3 clusters Score -5222662 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -5222667.500000 Penalty: 1052.111816
	Iteration 66Q: 3 clusters Score -5222668 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -5222667.500000 Penalty: 1052.111816
	Iteration 67Q: 3 clusters Score -5222668 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -5222657.000000 Penalty: 1052.111816
	Iteration 68Q: 3 clusters Score -5222657 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -5222666.000000 Penalty: 1052.111816
	Iteration 69Q: 3 clusters Score -5222666 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -5222678.500000 Penalty: 1052.111816
	Iteration 70Q: 3 clusters Score -5222678 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -5222705.000000 Penalty: 1052.111816
	Iteration 71Q: 3 clusters Score -5222705 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -5222736.500000 Penalty: 1052.111816
	Iteration 72Q: 3 clusters Score -5222736 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -5222746.500000 Penalty: 1052.111816
	Iteration 73Q: 3 clusters Score -5222746 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -5222743.000000 Penalty: 1052.111816
	Iteration 74Q: 3 clusters Score -5222743 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -5222756.000000 Penalty: 1052.111816
	Iteration 75Q: 3 clusters Score -5222756 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -5222774.000000 Penalty: 1052.111816
	Iteration 76Q: 3 clusters Score -5222774 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -5222805.500000 Penalty: 1052.111816
	Iteration 77Q: 3 clusters Score -5222806 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98451 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -5222822.000000 Penalty: 1052.111816
	Iteration 78Q: 3 clusters Score -5222822 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98741 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -5222815.000000 Penalty: 1052.111816
	Iteration 79Q: 3 clusters Score -5222815 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99002 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -5222831.000000 Penalty: 1052.111816
	Iteration 80F: 3 clusters Score -5222831 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -5222843.500000 Penalty: 1052.111816
	Iteration 81Q: 3 clusters Score -5222844 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -5222839.500000 Penalty: 1052.111816
	Iteration 82Q: 3 clusters Score -5222840 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5222820.000000 Penalty: 1052.111816
	Iteration 83Q: 3 clusters Score -5222820 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -5222861.000000 Penalty: 1052.111816
	Iteration 84Q: 3 clusters Score -5222861 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100395 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -5222881.500000 Penalty: 1052.111816
	Iteration 85Q: 3 clusters Score -5222882 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -5222871.000000 Penalty: 1052.111816
	Iteration 86Q: 3 clusters Score -5222871 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5222893.000000 Penalty: 1052.111816
	Iteration 87Q: 3 clusters Score -5222893 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5222942.500000 Penalty: 1052.111816
	Iteration 88Q: 3 clusters Score -5222942 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101531 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -5222963.500000 Penalty: 1052.111816
	Iteration 89Q: 3 clusters Score -5222964 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5222992.000000 Penalty: 1052.111816
	Iteration 90Q: 3 clusters Score -5222992 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5223043.500000 Penalty: 1052.111816
	Iteration 91Q: 3 clusters Score -5223044 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102352 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5223121.000000 Penalty: 1052.111816
	Iteration 92Q: 3 clusters Score -5223121 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5223198.500000 Penalty: 1052.111816
	Iteration 93Q: 3 clusters Score -5223198 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102832 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5223251.000000 Penalty: 1052.111816
	Iteration 94Q: 3 clusters Score -5223251 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5223305.000000 Penalty: 1052.111816
	Iteration 95Q: 3 clusters Score -5223305 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5223327.500000 Penalty: 1052.111816
	Iteration 96Q: 3 clusters Score -5223328 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103353 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5223349.000000 Penalty: 1052.111816
	Iteration 97Q: 3 clusters Score -5223349 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103469 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5223372.500000 Penalty: 1052.111816
	Iteration 98Q: 3 clusters Score -5223372 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5223380.000000 Penalty: 1052.111816
	Iteration 99Q: 3 clusters Score -5223380 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5223407.000000 Penalty: 1052.111816
	Iteration 100F: 3 clusters Score -5223407 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5223404.500000 Penalty: 1052.111816
	Iteration 101Q: 3 clusters Score -5223404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5223404.000000 Penalty: 1052.111816
	Iteration 102Q: 3 clusters Score -5223404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5223407.000000 Penalty: 1052.111816
	Iteration 103Q: 3 clusters Score -5223407 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103976 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5223404.500000 Penalty: 1052.111816
	Iteration 104Q: 3 clusters Score -5223404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5223398.500000 Penalty: 1052.111816
	Iteration 105Q: 3 clusters Score -5223398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104057 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5223393.500000 Penalty: 1052.111816
	Iteration 106Q: 3 clusters Score -5223394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5223406.000000 Penalty: 1052.111816
	Iteration 107Q: 3 clusters Score -5223406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104110 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5223406.000000 Penalty: 1052.111816
	Iteration 108Q: 3 clusters Score -5223406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104138 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5223402.000000 Penalty: 1052.111816
	Iteration 109Q: 3 clusters Score -5223402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5223407.500000 Penalty: 1052.111816
	Iteration 110Q: 3 clusters Score -5223408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104186 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5223413.500000 Penalty: 1052.111816
	Iteration 111Q: 3 clusters Score -5223414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104206 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5223418.500000 Penalty: 1052.111816
	Iteration 112Q: 3 clusters Score -5223418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5223422.500000 Penalty: 1052.111816
	Iteration 113Q: 3 clusters Score -5223422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104231 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5223432.500000 Penalty: 1052.111816
	Iteration 114Q: 3 clusters Score -5223432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5223429.500000 Penalty: 1052.111816
	Iteration 115Q: 3 clusters Score -5223430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104247 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5223437.500000 Penalty: 1052.111816
	Iteration 116Q: 3 clusters Score -5223438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104256 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5223428.500000 Penalty: 1052.111816
	Iteration 117Q: 3 clusters Score -5223428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104269 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5223437.500000 Penalty: 1052.111816
	Iteration 118Q: 3 clusters Score -5223438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104276 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5223438.000000 Penalty: 1052.111816
	Iteration 119Q: 3 clusters Score -5223438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104281 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5223436.500000 Penalty: 1052.111816
	Iteration 120F: 3 clusters Score -5223436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5223437.000000 Penalty: 1052.111816
	Iteration 121Q: 3 clusters Score -5223437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5223448.000000 Penalty: 1052.111816
	Iteration 122Q: 3 clusters Score -5223448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5223452.000000 Penalty: 1052.111816
	Iteration 123Q: 3 clusters Score -5223452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104303 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5223454.000000 Penalty: 1052.111816
	Iteration 124Q: 3 clusters Score -5223454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5223459.500000 Penalty: 1052.111816
	Iteration 125Q: 3 clusters Score -5223460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104316 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5223463.500000 Penalty: 1052.111816
	Iteration 126Q: 3 clusters Score -5223464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104326 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5223459.000000 Penalty: 1052.111816
	Iteration 127Q: 3 clusters Score -5223459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104330 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5223461.000000 Penalty: 1052.111816
	Iteration 128Q: 3 clusters Score -5223461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5223454.000000 Penalty: 1052.111816
	Iteration 129Q: 3 clusters Score -5223454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5223458.000000 Penalty: 1052.111816
	Iteration 130Q: 3 clusters Score -5223458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5223457.000000 Penalty: 1052.111816
	Iteration 131Q: 3 clusters Score -5223457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104369 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5223454.500000 Penalty: 1052.111816
	Iteration 132Q: 3 clusters Score -5223454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5223459.000000 Penalty: 1052.111816
	Iteration 133Q: 3 clusters Score -5223459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104375 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5223458.000000 Penalty: 1052.111816
	Iteration 134Q: 3 clusters Score -5223458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104378 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5223458.000000 Penalty: 1052.111816
	Iteration 135Q: 3 clusters Score -5223458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104380 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5223460.500000 Penalty: 1052.111816
	Iteration 136Q: 3 clusters Score -5223460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104383 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5223461.000000 Penalty: 1052.111816
	Iteration 137Q: 3 clusters Score -5223461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104384 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5223456.500000 Penalty: 1052.111816
	Iteration 138Q: 3 clusters Score -5223456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5223459.500000 Penalty: 1052.111816
	Iteration 139Q: 3 clusters Score -5223460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5223457.500000 Penalty: 1052.111816
	Iteration 140F: 3 clusters Score -5223458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -8721.351562 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -8721.352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8434.273438 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -8434.273 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8658.556641 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -8658.557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8845.373047 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -8845.373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8975.213867 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -8975.214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9068.968750 Penalty: 513.413574
	Iteration 4F: 3 clusters Score -9068.969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9155.361328 Penalty: 513.413574
	Iteration 5F: 3 clusters Score -9155.361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9213.699219 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -9213.699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9300.012695 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -9300.013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9410.018555 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -9410.019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9672.954102 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -9672.954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9782.778320 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -9782.778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9782.778320 Penalty: 513.413574
	Iteration 11F: 3 clusters Score -9782.778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 218 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 140605 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 51159 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 202155 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 144694 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 64 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1537 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 505 members 
Mstep: Class 52 contains 179148 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 394 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Entering Unmasked Estep 
Score: -90642488.000000 Penalty: 41539.402344
Splitting cluster 4 changes total score from -90642512.000000 to -90642488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -115714.304688 Penalty: 354.098755
	Iteration 0F: 2 clusters Score -115714.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -114006.750000 Penalty: 708.197510
	Iteration 0F: 3 clusters Score -114006.8 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -114600.085938 Penalty: 708.197510
	Iteration 1F: 3 clusters Score -114600.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -114707.375000 Penalty: 708.197510
	Iteration 2F: 3 clusters Score -114707.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -114803.421875 Penalty: 708.197510
	Iteration 3F: 3 clusters Score -114803.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -114897.992188 Penalty: 708.197510
	Iteration 4F: 3 clusters Score -114898 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -114997.015625 Penalty: 708.197510
	Iteration 5F: 3 clusters Score -114997 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -115117.601562 Penalty: 708.197510
	Iteration 6F: 3 clusters Score -115117.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -115230.390625 Penalty: 708.197510
	Iteration 7F: 3 clusters Score -115230.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -115306.632812 Penalty: 708.197510
	Iteration 8Q: 3 clusters Score -115306.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -115357.507812 Penalty: 708.197510
	Iteration 9Q: 3 clusters Score -115357.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -115391.414062 Penalty: 708.197510
	Iteration 10Q: 3 clusters Score -115391.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -115415.750000 Penalty: 708.197510
	Iteration 11Q: 3 clusters Score -115415.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -115437.625000 Penalty: 708.197510
	Iteration 12Q: 3 clusters Score -115437.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -115459.562500 Penalty: 708.197510
	Iteration 13Q: 3 clusters Score -115459.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -115477.367188 Penalty: 708.197510
	Iteration 14Q: 3 clusters Score -115477.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -115489.507812 Penalty: 708.197510
	Iteration 15Q: 3 clusters Score -115489.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -115505.500000 Penalty: 708.197510
	Iteration 16Q: 3 clusters Score -115505.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -115516.351562 Penalty: 708.197510
	Iteration 17Q: 3 clusters Score -115516.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -115526.960938 Penalty: 708.197510
	Iteration 18Q: 3 clusters Score -115527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -115532.164062 Penalty: 708.197510
	Iteration 19Q: 3 clusters Score -115532.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -115534.281250 Penalty: 708.197510
	Iteration 20F: 3 clusters Score -115534.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -115535.757812 Penalty: 708.197510
	Iteration 21Q: 3 clusters Score -115535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -115537.039062 Penalty: 708.197510
	Iteration 22Q: 3 clusters Score -115537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -115539.218750 Penalty: 708.197510
	Iteration 23Q: 3 clusters Score -115539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -115542.156250 Penalty: 708.197510
	Iteration 24Q: 3 clusters Score -115542.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -115547.578125 Penalty: 708.197510
	Iteration 25Q: 3 clusters Score -115547.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -115549.632812 Penalty: 708.197510
	Iteration 26Q: 3 clusters Score -115549.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -115551.281250 Penalty: 708.197510
	Iteration 27Q: 3 clusters Score -115551.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -115552.578125 Penalty: 708.197510
	Iteration 28Q: 3 clusters Score -115552.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -115553.679688 Penalty: 708.197510
	Iteration 29Q: 3 clusters Score -115553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -115554.000000 Penalty: 708.197510
	Iteration 30Q: 3 clusters Score -115554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -115554.093750 Penalty: 708.197510
	Iteration 31Q: 3 clusters Score -115554.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -115554.093750 Penalty: 708.197510
	Iteration 32F: 3 clusters Score -115554.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Entering Unmasked Estep 
Score: -83774.968750 Penalty: 342.807404
	Iteration 0F: 2 clusters Score -83774.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -82425.484375 Penalty: 685.614807
	Iteration 0F: 3 clusters Score -82425.48 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -82989.234375 Penalty: 685.614807
	Iteration 1F: 3 clusters Score -82989.23 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -83143.062500 Penalty: 685.614807
	Iteration 2F: 3 clusters Score -83143.06 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -83305.132812 Penalty: 685.614807
	Iteration 3F: 3 clusters Score -83305.13 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -83434.640625 Penalty: 685.614807
	Iteration 4F: 3 clusters Score -83434.64 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -83498.203125 Penalty: 685.614807
	Iteration 5F: 3 clusters Score -83498.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -83536.570312 Penalty: 685.614807
	Iteration 6Q: 3 clusters Score -83536.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -83583.976562 Penalty: 685.614807
	Iteration 7Q: 3 clusters Score -83583.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -83626.718750 Penalty: 685.614807
	Iteration 8Q: 3 clusters Score -83626.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -83664.820312 Penalty: 685.614807
	Iteration 9Q: 3 clusters Score -83664.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -83686.640625 Penalty: 685.614807
	Iteration 10Q: 3 clusters Score -83686.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -83698.773438 Penalty: 685.614807
	Iteration 11Q: 3 clusters Score -83698.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -83706.859375 Penalty: 685.614807
	Iteration 12Q: 3 clusters Score -83706.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -83712.109375 Penalty: 685.614807
	Iteration 13Q: 3 clusters Score -83712.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -83715.609375 Penalty: 685.614807
	Iteration 14Q: 3 clusters Score -83715.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -83718.601562 Penalty: 685.614807
	Iteration 15Q: 3 clusters Score -83718.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -83720.695312 Penalty: 685.614807
	Iteration 16Q: 3 clusters Score -83720.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -83722.101562 Penalty: 685.614807
	Iteration 17Q: 3 clusters Score -83722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -83722.640625 Penalty: 685.614807
	Iteration 18Q: 3 clusters Score -83722.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -83722.812500 Penalty: 685.614807
	Iteration 19Q: 3 clusters Score -83722.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -83722.812500 Penalty: 685.614807
	Iteration 20F: 3 clusters Score -83722.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (216733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216733 members 
Entering Unmasked Estep 
Score: -10199816.000000 Penalty: 559.032166
	Iteration 0F: 2 clusters Score -1.019982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 108557 members 
Entering Unmasked Estep 
Score: -10054947.000000 Penalty: 1118.064331
	Iteration 0F: 3 clusters Score -1.005495e+07 nChanged 106873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95653 members 
Mstep: Class 2 contains 121080 members 
Entering Unmasked Estep 
Score: -10119734.000000 Penalty: 1118.064331
	Iteration 1F: 3 clusters Score -1.011973e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 129713 members 
Entering Unmasked Estep 
Score: -10123686.000000 Penalty: 1118.064331
	Iteration 2Q: 3 clusters Score -1.012369e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 142392 members 
Entering Unmasked Estep 
Score: -10131167.000000 Penalty: 1118.064331
	Iteration 3F: 3 clusters Score -1.013117e+07 nChanged 16936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 158720 members 
Entering Unmasked Estep 
Score: -10142942.000000 Penalty: 1118.064331
	Iteration 4F: 3 clusters Score -1.014294e+07 nChanged 18729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 177239 members 
Entering Unmasked Estep 
Score: -10159718.000000 Penalty: 1118.064331
	Iteration 5F: 3 clusters Score -1.015972e+07 nChanged 17701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 194896 members 
Entering Unmasked Estep 
Score: -10178064.000000 Penalty: 1118.064331
	Iteration 6F: 3 clusters Score -1.017806e+07 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 207531 members 
Entering Unmasked Estep 
Score: -10192256.000000 Penalty: 1118.064331
	Iteration 7F: 3 clusters Score -1.019226e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 213886 members 
Entering Unmasked Estep 
Score: -10197686.000000 Penalty: 1118.064331
	Iteration 8Q: 3 clusters Score -1.019769e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 215950 members 
Entering Unmasked Estep 
Score: -10198933.000000 Penalty: 1118.064331
	Iteration 9Q: 3 clusters Score -1.019893e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 216462 members 
Entering Unmasked Estep 
Score: -10199211.000000 Penalty: 1118.064331
	Iteration 10Q: 3 clusters Score -1.019921e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 216576 members 
Entering Unmasked Estep 
Score: -10199292.000000 Penalty: 1118.064331
	Iteration 11Q: 3 clusters Score -1.019929e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 216602 members 
Entering Unmasked Estep 
Score: -10199335.000000 Penalty: 1118.064331
	Iteration 12Q: 3 clusters Score -1.019934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 216608 members 
Entering Unmasked Estep 
Score: -10199348.000000 Penalty: 1118.064331
	Iteration 13Q: 3 clusters Score -1.019935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 216612 members 
Entering Unmasked Estep 
Score: -10199380.000000 Penalty: 1118.064331
	Iteration 14Q: 3 clusters Score -1.019938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 216608 members 
Entering Unmasked Estep 
Score: -10199391.000000 Penalty: 1118.064331
	Iteration 15Q: 3 clusters Score -1.019939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 216611 members 
Entering Unmasked Estep 
Score: -10199399.000000 Penalty: 1118.064331
	Iteration 16Q: 3 clusters Score -1.01994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 216608 members 
Entering Unmasked Estep 
Score: -10199406.000000 Penalty: 1118.064331
	Iteration 17Q: 3 clusters Score -1.019941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 216604 members 
Entering Unmasked Estep 
Score: -10199424.000000 Penalty: 1118.064331
	Iteration 18Q: 3 clusters Score -1.019942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 216604 members 
Entering Unmasked Estep 
Score: -10199428.000000 Penalty: 1118.064331
	Iteration 19Q: 3 clusters Score -1.019943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 216604 members 
Entering Unmasked Estep 
Score: -10199435.000000 Penalty: 1118.064331
	Iteration 20F: 3 clusters Score -1.019944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 216603 members 
Entering Unmasked Estep 
Score: -10199448.000000 Penalty: 1118.064331
	Iteration 21Q: 3 clusters Score -1.019945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 216602 members 
Entering Unmasked Estep 
Score: -10199444.000000 Penalty: 1118.064331
	Iteration 22Q: 3 clusters Score -1.019944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 216603 members 
Entering Unmasked Estep 
Score: -10199443.000000 Penalty: 1118.064331
	Iteration 23Q: 3 clusters Score -1.019944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 216604 members 
Entering Unmasked Estep 
Score: -10199440.000000 Penalty: 1118.064331
	Iteration 24Q: 3 clusters Score -1.019944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 216604 members 
Entering Unmasked Estep 
Score: -10199440.000000 Penalty: 1118.064331
	Iteration 25F: 3 clusters Score -1.019944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (66148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Entering Unmasked Estep 
Score: -3346414.250000 Penalty: 505.034088
	Iteration 0F: 2 clusters Score -3346414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -3301775.500000 Penalty: 1010.068176
	Iteration 0F: 3 clusters Score -3301776 nChanged 32212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -3321132.500000 Penalty: 1010.068176
	Iteration 1F: 3 clusters Score -3321132 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -3322073.750000 Penalty: 1010.068176
	Iteration 2Q: 3 clusters Score -3322074 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -3323421.750000 Penalty: 1010.068176
	Iteration 3Q: 3 clusters Score -3323422 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -3325635.500000 Penalty: 1010.068176
	Iteration 4F: 3 clusters Score -3325636 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -3329200.500000 Penalty: 1010.068176
	Iteration 5F: 3 clusters Score -3329200 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -3333412.500000 Penalty: 1010.068176
	Iteration 6F: 3 clusters Score -3333412 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -3336092.000000 Penalty: 1010.068176
	Iteration 7F: 3 clusters Score -3336092 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -3337210.500000 Penalty: 1010.068176
	Iteration 8Q: 3 clusters Score -3337210 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -3337839.750000 Penalty: 1010.068176
	Iteration 9Q: 3 clusters Score -3337840 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -3338395.000000 Penalty: 1010.068176
	Iteration 10Q: 3 clusters Score -3338395 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -3338970.500000 Penalty: 1010.068176
	Iteration 11Q: 3 clusters Score -3338970 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -3339596.500000 Penalty: 1010.068176
	Iteration 12Q: 3 clusters Score -3339596 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -3340236.000000 Penalty: 1010.068176
	Iteration 13Q: 3 clusters Score -3340236 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -3340851.000000 Penalty: 1010.068176
	Iteration 14Q: 3 clusters Score -3340851 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -3341442.250000 Penalty: 1010.068176
	Iteration 15Q: 3 clusters Score -3341442 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -3342036.500000 Penalty: 1010.068176
	Iteration 16Q: 3 clusters Score -3342036 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -3342575.000000 Penalty: 1010.068176
	Iteration 17Q: 3 clusters Score -3342575 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -3343018.750000 Penalty: 1010.068176
	Iteration 18Q: 3 clusters Score -3343019 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -3343367.750000 Penalty: 1010.068176
	Iteration 19Q: 3 clusters Score -3343368 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -3343653.750000 Penalty: 1010.068176
	Iteration 20F: 3 clusters Score -3343654 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -3343889.750000 Penalty: 1010.068176
	Iteration 21Q: 3 clusters Score -3343890 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -3344078.500000 Penalty: 1010.068176
	Iteration 22Q: 3 clusters Score -3344078 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -3344223.500000 Penalty: 1010.068176
	Iteration 23Q: 3 clusters Score -3344224 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -3344338.250000 Penalty: 1010.068176
	Iteration 24Q: 3 clusters Score -3344338 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -3344427.500000 Penalty: 1010.068176
	Iteration 25Q: 3 clusters Score -3344428 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -3344508.250000 Penalty: 1010.068176
	Iteration 26Q: 3 clusters Score -3344508 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -3344592.500000 Penalty: 1010.068176
	Iteration 27Q: 3 clusters Score -3344592 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -3344660.250000 Penalty: 1010.068176
	Iteration 28Q: 3 clusters Score -3344660 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -3344750.000000 Penalty: 1010.068176
	Iteration 29Q: 3 clusters Score -3344750 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -3344787.250000 Penalty: 1010.068176
	Iteration 30Q: 3 clusters Score -3344787 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -3344854.000000 Penalty: 1010.068176
	Iteration 31Q: 3 clusters Score -3344854 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -3344918.000000 Penalty: 1010.068176
	Iteration 32Q: 3 clusters Score -3344918 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -3344967.750000 Penalty: 1010.068176
	Iteration 33Q: 3 clusters Score -3344968 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -3345013.250000 Penalty: 1010.068176
	Iteration 34Q: 3 clusters Score -3345013 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -3345070.750000 Penalty: 1010.068176
	Iteration 35Q: 3 clusters Score -3345071 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -3345092.000000 Penalty: 1010.068176
	Iteration 36Q: 3 clusters Score -3345092 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -3345132.000000 Penalty: 1010.068176
	Iteration 37Q: 3 clusters Score -3345132 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -3345179.750000 Penalty: 1010.068176
	Iteration 38Q: 3 clusters Score -3345180 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -3345199.000000 Penalty: 1010.068176
	Iteration 39Q: 3 clusters Score -3345199 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -3345223.500000 Penalty: 1010.068176
	Iteration 40F: 3 clusters Score -3345224 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -3345254.500000 Penalty: 1010.068176
	Iteration 41Q: 3 clusters Score -3345254 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -3345269.000000 Penalty: 1010.068176
	Iteration 42Q: 3 clusters Score -3345269 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -3345293.250000 Penalty: 1010.068176
	Iteration 43Q: 3 clusters Score -3345293 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -3345332.250000 Penalty: 1010.068176
	Iteration 44Q: 3 clusters Score -3345332 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -3345370.250000 Penalty: 1010.068176
	Iteration 45Q: 3 clusters Score -3345370 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -3345405.000000 Penalty: 1010.068176
	Iteration 46Q: 3 clusters Score -3345405 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -3345435.250000 Penalty: 1010.068176
	Iteration 47Q: 3 clusters Score -3345435 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -3345467.750000 Penalty: 1010.068176
	Iteration 48Q: 3 clusters Score -3345468 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -3345496.750000 Penalty: 1010.068176
	Iteration 49Q: 3 clusters Score -3345497 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -3345517.750000 Penalty: 1010.068176
	Iteration 50Q: 3 clusters Score -3345518 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -3345552.500000 Penalty: 1010.068176
	Iteration 51Q: 3 clusters Score -3345552 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -3345573.000000 Penalty: 1010.068176
	Iteration 52Q: 3 clusters Score -3345573 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -3345580.000000 Penalty: 1010.068176
	Iteration 53Q: 3 clusters Score -3345580 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -3345596.250000 Penalty: 1010.068176
	Iteration 54Q: 3 clusters Score -3345596 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -3345622.500000 Penalty: 1010.068176
	Iteration 55Q: 3 clusters Score -3345622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -3345646.500000 Penalty: 1010.068176
	Iteration 56Q: 3 clusters Score -3345646 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -3345659.750000 Penalty: 1010.068176
	Iteration 57Q: 3 clusters Score -3345660 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -3345678.500000 Penalty: 1010.068176
	Iteration 58Q: 3 clusters Score -3345678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -3345702.500000 Penalty: 1010.068176
	Iteration 59Q: 3 clusters Score -3345702 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -3345715.000000 Penalty: 1010.068176
	Iteration 60F: 3 clusters Score -3345715 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -3345722.750000 Penalty: 1010.068176
	Iteration 61Q: 3 clusters Score -3345723 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -3345723.750000 Penalty: 1010.068176
	Iteration 62Q: 3 clusters Score -3345724 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -3345736.000000 Penalty: 1010.068176
	Iteration 63Q: 3 clusters Score -3345736 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -3345752.250000 Penalty: 1010.068176
	Iteration 64Q: 3 clusters Score -3345752 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -3345749.750000 Penalty: 1010.068176
	Iteration 65Q: 3 clusters Score -3345750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -3345757.500000 Penalty: 1010.068176
	Iteration 66Q: 3 clusters Score -3345758 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -3345761.500000 Penalty: 1010.068176
	Iteration 67Q: 3 clusters Score -3345762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -3345769.500000 Penalty: 1010.068176
	Iteration 68Q: 3 clusters Score -3345770 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -3345785.500000 Penalty: 1010.068176
	Iteration 69Q: 3 clusters Score -3345786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -3345794.250000 Penalty: 1010.068176
	Iteration 70Q: 3 clusters Score -3345794 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -3345818.750000 Penalty: 1010.068176
	Iteration 71Q: 3 clusters Score -3345819 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -3345835.250000 Penalty: 1010.068176
	Iteration 72Q: 3 clusters Score -3345835 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -3345841.000000 Penalty: 1010.068176
	Iteration 73Q: 3 clusters Score -3345841 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -3345857.500000 Penalty: 1010.068176
	Iteration 74Q: 3 clusters Score -3345858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -3345873.750000 Penalty: 1010.068176
	Iteration 75Q: 3 clusters Score -3345874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -3345879.000000 Penalty: 1010.068176
	Iteration 76Q: 3 clusters Score -3345879 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -3345898.750000 Penalty: 1010.068176
	Iteration 77Q: 3 clusters Score -3345899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -3345913.500000 Penalty: 1010.068176
	Iteration 78Q: 3 clusters Score -3345914 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -3345926.000000 Penalty: 1010.068176
	Iteration 79Q: 3 clusters Score -3345926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -3345930.000000 Penalty: 1010.068176
	Iteration 80F: 3 clusters Score -3345930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -3345940.250000 Penalty: 1010.068176
	Iteration 81Q: 3 clusters Score -3345940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -3345954.500000 Penalty: 1010.068176
	Iteration 82Q: 3 clusters Score -3345954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -3345947.000000 Penalty: 1010.068176
	Iteration 83Q: 3 clusters Score -3345947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -3345966.750000 Penalty: 1010.068176
	Iteration 84Q: 3 clusters Score -3345967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -3345969.750000 Penalty: 1010.068176
	Iteration 85Q: 3 clusters Score -3345970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -3345974.750000 Penalty: 1010.068176
	Iteration 86Q: 3 clusters Score -3345975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -3345986.500000 Penalty: 1010.068176
	Iteration 87Q: 3 clusters Score -3345986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -3346001.250000 Penalty: 1010.068176
	Iteration 88Q: 3 clusters Score -3346001 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -3346005.500000 Penalty: 1010.068176
	Iteration 89Q: 3 clusters Score -3346006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -3346013.750000 Penalty: 1010.068176
	Iteration 90Q: 3 clusters Score -3346014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -3346018.000000 Penalty: 1010.068176
	Iteration 91Q: 3 clusters Score -3346018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -3346022.000000 Penalty: 1010.068176
	Iteration 92Q: 3 clusters Score -3346022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -3346029.000000 Penalty: 1010.068176
	Iteration 93Q: 3 clusters Score -3346029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -3346032.500000 Penalty: 1010.068176
	Iteration 94Q: 3 clusters Score -3346032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -3346034.750000 Penalty: 1010.068176
	Iteration 95Q: 3 clusters Score -3346035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -3346049.500000 Penalty: 1010.068176
	Iteration 96Q: 3 clusters Score -3346050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -3346050.750000 Penalty: 1010.068176
	Iteration 97Q: 3 clusters Score -3346051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -3346048.000000 Penalty: 1010.068176
	Iteration 98Q: 3 clusters Score -3346048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -3346049.750000 Penalty: 1010.068176
	Iteration 99Q: 3 clusters Score -3346050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -3346049.000000 Penalty: 1010.068176
	Iteration 100F: 3 clusters Score -3346049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -3346055.250000 Penalty: 1010.068176
	Iteration 101Q: 3 clusters Score -3346055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -3346061.750000 Penalty: 1010.068176
	Iteration 102Q: 3 clusters Score -3346062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -3346068.250000 Penalty: 1010.068176
	Iteration 103Q: 3 clusters Score -3346068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -3346065.000000 Penalty: 1010.068176
	Iteration 104Q: 3 clusters Score -3346065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -3346066.500000 Penalty: 1010.068176
	Iteration 105Q: 3 clusters Score -3346066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -3346071.750000 Penalty: 1010.068176
	Iteration 106Q: 3 clusters Score -3346072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -3346070.500000 Penalty: 1010.068176
	Iteration 107Q: 3 clusters Score -3346070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -3346071.250000 Penalty: 1010.068176
	Iteration 108Q: 3 clusters Score -3346071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -3346078.750000 Penalty: 1010.068176
	Iteration 109Q: 3 clusters Score -3346079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -3346078.000000 Penalty: 1010.068176
	Iteration 110Q: 3 clusters Score -3346078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -3346074.000000 Penalty: 1010.068176
	Iteration 111Q: 3 clusters Score -3346074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -3346076.250000 Penalty: 1010.068176
	Iteration 112Q: 3 clusters Score -3346076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -3346077.500000 Penalty: 1010.068176
	Iteration 113Q: 3 clusters Score -3346078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -3346085.000000 Penalty: 1010.068176
	Iteration 114Q: 3 clusters Score -3346085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -3346084.000000 Penalty: 1010.068176
	Iteration 115Q: 3 clusters Score -3346084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -3346091.250000 Penalty: 1010.068176
	Iteration 116Q: 3 clusters Score -3346091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -3346090.250000 Penalty: 1010.068176
	Iteration 117Q: 3 clusters Score -3346090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -3346093.500000 Penalty: 1010.068176
	Iteration 118Q: 3 clusters Score -3346094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -3346097.500000 Penalty: 1010.068176
	Iteration 119Q: 3 clusters Score -3346098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -3346093.250000 Penalty: 1010.068176
	Iteration 120F: 3 clusters Score -3346093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -3346090.000000 Penalty: 1010.068176
	Iteration 121Q: 3 clusters Score -3346090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -3346091.750000 Penalty: 1010.068176
	Iteration 122Q: 3 clusters Score -3346092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -3346094.500000 Penalty: 1010.068176
	Iteration 123Q: 3 clusters Score -3346094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -3346091.750000 Penalty: 1010.068176
	Iteration 124Q: 3 clusters Score -3346092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -3346093.250000 Penalty: 1010.068176
	Iteration 125Q: 3 clusters Score -3346093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -3346092.500000 Penalty: 1010.068176
	Iteration 126Q: 3 clusters Score -3346092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -3346097.500000 Penalty: 1010.068176
	Iteration 127Q: 3 clusters Score -3346098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 64664 members 
Entering Unmasked Estep 
Score: -3346097.250000 Penalty: 1010.068176
	Iteration 128Q: 3 clusters Score -3346097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
Score: -3346095.000000 Penalty: 1010.068176
	Iteration 129Q: 3 clusters Score -3346095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -3346093.500000 Penalty: 1010.068176
	Iteration 130Q: 3 clusters Score -3346094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -3346099.500000 Penalty: 1010.068176
	Iteration 131Q: 3 clusters Score -3346100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -3346104.750000 Penalty: 1010.068176
	Iteration 132Q: 3 clusters Score -3346105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -3346110.250000 Penalty: 1010.068176
	Iteration 133Q: 3 clusters Score -3346110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -3346111.500000 Penalty: 1010.068176
	Iteration 134Q: 3 clusters Score -3346112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -3346106.750000 Penalty: 1010.068176
	Iteration 135Q: 3 clusters Score -3346107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -3346108.500000 Penalty: 1010.068176
	Iteration 136Q: 3 clusters Score -3346108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -3346116.500000 Penalty: 1010.068176
	Iteration 137Q: 3 clusters Score -3346116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -3346116.250000 Penalty: 1010.068176
	Iteration 138Q: 3 clusters Score -3346116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -3346113.250000 Penalty: 1010.068176
	Iteration 139Q: 3 clusters Score -3346113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -3346113.750000 Penalty: 1010.068176
	Iteration 140F: 3 clusters Score -3346114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -3346112.750000 Penalty: 1010.068176
	Iteration 141Q: 3 clusters Score -3346113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -3346115.750000 Penalty: 1010.068176
	Iteration 142Q: 3 clusters Score -3346116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -3346113.500000 Penalty: 1010.068176
	Iteration 143Q: 3 clusters Score -3346114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -3346113.000000 Penalty: 1010.068176
	Iteration 144Q: 3 clusters Score -3346113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -3346114.500000 Penalty: 1010.068176
	Iteration 145Q: 3 clusters Score -3346114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -3346112.000000 Penalty: 1010.068176
	Iteration 146Q: 3 clusters Score -3346112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -3346112.250000 Penalty: 1010.068176
	Iteration 147Q: 3 clusters Score -3346112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -3346110.250000 Penalty: 1010.068176
	Iteration 148Q: 3 clusters Score -3346110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -3346112.000000 Penalty: 1010.068176
	Iteration 149Q: 3 clusters Score -3346112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -3346111.750000 Penalty: 1010.068176
	Iteration 150Q: 3 clusters Score -3346112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -3346115.250000 Penalty: 1010.068176
	Iteration 151Q: 3 clusters Score -3346115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -3346120.250000 Penalty: 1010.068176
	Iteration 152Q: 3 clusters Score -3346120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -3346120.750000 Penalty: 1010.068176
	Iteration 153Q: 3 clusters Score -3346121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -3346117.750000 Penalty: 1010.068176
	Iteration 154Q: 3 clusters Score -3346118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -3346120.500000 Penalty: 1010.068176
	Iteration 155Q: 3 clusters Score -3346120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -3346122.500000 Penalty: 1010.068176
	Iteration 156Q: 3 clusters Score -3346122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -3346122.250000 Penalty: 1010.068176
	Iteration 157Q: 3 clusters Score -3346122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -3346124.250000 Penalty: 1010.068176
	Iteration 158Q: 3 clusters Score -3346124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -3346119.000000 Penalty: 1010.068176
	Iteration 159Q: 3 clusters Score -3346119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -3346127.500000 Penalty: 1010.068176
	Iteration 160F: 3 clusters Score -3346128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 65004 members 
Entering Unmasked Estep 
Score: -3346127.500000 Penalty: 1010.068176
	Iteration 161Q: 3 clusters Score -3346128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -3346132.500000 Penalty: 1010.068176
	Iteration 162Q: 3 clusters Score -3346132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -3346133.000000 Penalty: 1010.068176
	Iteration 163Q: 3 clusters Score -3346133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -3346134.750000 Penalty: 1010.068176
	Iteration 164Q: 3 clusters Score -3346135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -3346138.500000 Penalty: 1010.068176
	Iteration 165Q: 3 clusters Score -3346138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -3346136.000000 Penalty: 1010.068176
	Iteration 166Q: 3 clusters Score -3346136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -3346132.500000 Penalty: 1010.068176
	Iteration 167Q: 3 clusters Score -3346132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -3346134.000000 Penalty: 1010.068176
	Iteration 168Q: 3 clusters Score -3346134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -3346137.250000 Penalty: 1010.068176
	Iteration 169Q: 3 clusters Score -3346137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -3346135.750000 Penalty: 1010.068176
	Iteration 170Q: 3 clusters Score -3346136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -3346136.250000 Penalty: 1010.068176
	Iteration 171Q: 3 clusters Score -3346136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -3346138.500000 Penalty: 1010.068176
	Iteration 172Q: 3 clusters Score -3346138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -3346136.250000 Penalty: 1010.068176
	Iteration 173Q: 3 clusters Score -3346136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -3346135.000000 Penalty: 1010.068176
	Iteration 174Q: 3 clusters Score -3346135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -3346137.750000 Penalty: 1010.068176
	Iteration 175Q: 3 clusters Score -3346138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -3346137.750000 Penalty: 1010.068176
	Iteration 176F: 3 clusters Score -3346138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Entering Unmasked Estep 
Score: -1741714.625000 Penalty: 478.661072
	Iteration 0F: 2 clusters Score -1741715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -1716851.125000 Penalty: 957.322144
	Iteration 0F: 3 clusters Score -1716851 nChanged 17833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1727166.500000 Penalty: 957.322144
	Iteration 1F: 3 clusters Score -1727166 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1727584.375000 Penalty: 957.322144
	Iteration 2Q: 3 clusters Score -1727584 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1728391.625000 Penalty: 957.322144
	Iteration 3F: 3 clusters Score -1728392 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1729854.000000 Penalty: 957.322144
	Iteration 4F: 3 clusters Score -1729854 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1732178.125000 Penalty: 957.322144
	Iteration 5F: 3 clusters Score -1732178 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1735381.500000 Penalty: 957.322144
	Iteration 6F: 3 clusters Score -1735382 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1738546.500000 Penalty: 957.322144
	Iteration 7F: 3 clusters Score -1738546 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1740373.625000 Penalty: 957.322144
	Iteration 8Q: 3 clusters Score -1740374 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1740981.250000 Penalty: 957.322144
	Iteration 9Q: 3 clusters Score -1740981 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1741168.875000 Penalty: 957.322144
	Iteration 10Q: 3 clusters Score -1741169 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1741213.750000 Penalty: 957.322144
	Iteration 11Q: 3 clusters Score -1741214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1741237.875000 Penalty: 957.322144
	Iteration 12Q: 3 clusters Score -1741238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1741260.125000 Penalty: 957.322144
	Iteration 13Q: 3 clusters Score -1741260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1741274.500000 Penalty: 957.322144
	Iteration 14Q: 3 clusters Score -1741274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1741295.000000 Penalty: 957.322144
	Iteration 15Q: 3 clusters Score -1741295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1741306.000000 Penalty: 957.322144
	Iteration 16Q: 3 clusters Score -1741306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1741316.875000 Penalty: 957.322144
	Iteration 17Q: 3 clusters Score -1741317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1741322.000000 Penalty: 957.322144
	Iteration 18Q: 3 clusters Score -1741322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1741324.250000 Penalty: 957.322144
	Iteration 19Q: 3 clusters Score -1741324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1741324.750000 Penalty: 957.322144
	Iteration 20F: 3 clusters Score -1741325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -60412.269531 Penalty: 326.449951
	Iteration 0F: 2 clusters Score -60412.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -59412.199219 Penalty: 652.899902
	Iteration 0F: 3 clusters Score -59412.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -59664.972656 Penalty: 652.899902
	Iteration 1F: 3 clusters Score -59664.97 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -59720.750000 Penalty: 652.899902
	Iteration 2F: 3 clusters Score -59720.75 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -59773.214844 Penalty: 652.899902
	Iteration 3F: 3 clusters Score -59773.21 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -59810.835938 Penalty: 652.899902
	Iteration 4Q: 3 clusters Score -59810.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -59852.902344 Penalty: 652.899902
	Iteration 5Q: 3 clusters Score -59852.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -59921.535156 Penalty: 652.899902
	Iteration 6F: 3 clusters Score -59921.54 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -60000.289062 Penalty: 652.899902
	Iteration 7F: 3 clusters Score -60000.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -60048.023438 Penalty: 652.899902
	Iteration 8Q: 3 clusters Score -60048.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -60081.433594 Penalty: 652.899902
	Iteration 9Q: 3 clusters Score -60081.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -60102.257812 Penalty: 652.899902
	Iteration 10Q: 3 clusters Score -60102.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -60115.757812 Penalty: 652.899902
	Iteration 11Q: 3 clusters Score -60115.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -60126.750000 Penalty: 652.899902
	Iteration 12Q: 3 clusters Score -60126.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -60136.683594 Penalty: 652.899902
	Iteration 13Q: 3 clusters Score -60136.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -60143.480469 Penalty: 652.899902
	Iteration 14Q: 3 clusters Score -60143.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -60146.031250 Penalty: 652.899902
	Iteration 15Q: 3 clusters Score -60146.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -60149.375000 Penalty: 652.899902
	Iteration 16Q: 3 clusters Score -60149.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -60153.242188 Penalty: 652.899902
	Iteration 17Q: 3 clusters Score -60153.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -60157.316406 Penalty: 652.899902
	Iteration 18Q: 3 clusters Score -60157.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -60162.617188 Penalty: 652.899902
	Iteration 19Q: 3 clusters Score -60162.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -60167.617188 Penalty: 652.899902
	Iteration 20F: 3 clusters Score -60167.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -60173.570312 Penalty: 652.899902
	Iteration 21Q: 3 clusters Score -60173.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -60176.437500 Penalty: 652.899902
	Iteration 22Q: 3 clusters Score -60176.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -60178.550781 Penalty: 652.899902
	Iteration 23Q: 3 clusters Score -60178.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -60179.816406 Penalty: 652.899902
	Iteration 24Q: 3 clusters Score -60179.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -60181.792969 Penalty: 652.899902
	Iteration 25Q: 3 clusters Score -60181.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -60182.160156 Penalty: 652.899902
	Iteration 26Q: 3 clusters Score -60182.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -60182.339844 Penalty: 652.899902
	Iteration 27Q: 3 clusters Score -60182.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -60182.339844 Penalty: 652.899902
	Iteration 28F: 3 clusters Score -60182.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Entering Unmasked Estep 
Score: -335324.812500 Penalty: 403.800140
	Iteration 0F: 2 clusters Score -335324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -330552.093750 Penalty: 807.600281
	Iteration 0F: 3 clusters Score -330552.1 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -332556.968750 Penalty: 807.600281
	Iteration 1F: 3 clusters Score -332557 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -332857.406250 Penalty: 807.600281
	Iteration 2F: 3 clusters Score -332857.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -333216.000000 Penalty: 807.600281
	Iteration 3F: 3 clusters Score -333216 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -333558.718750 Penalty: 807.600281
	Iteration 4F: 3 clusters Score -333558.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -333826.531250 Penalty: 807.600281
	Iteration 5F: 3 clusters Score -333826.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -334025.375000 Penalty: 807.600281
	Iteration 6Q: 3 clusters Score -334025.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -334166.593750 Penalty: 807.600281
	Iteration 7Q: 3 clusters Score -334166.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -334246.812500 Penalty: 807.600281
	Iteration 8Q: 3 clusters Score -334246.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -334295.968750 Penalty: 807.600281
	Iteration 9Q: 3 clusters Score -334296 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -334328.062500 Penalty: 807.600281
	Iteration 10Q: 3 clusters Score -334328.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -334350.718750 Penalty: 807.600281
	Iteration 11Q: 3 clusters Score -334350.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -334367.437500 Penalty: 807.600281
	Iteration 12Q: 3 clusters Score -334367.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -334378.562500 Penalty: 807.600281
	Iteration 13Q: 3 clusters Score -334378.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -334393.718750 Penalty: 807.600281
	Iteration 14Q: 3 clusters Score -334393.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -334404.531250 Penalty: 807.600281
	Iteration 15Q: 3 clusters Score -334404.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -334418.093750 Penalty: 807.600281
	Iteration 16Q: 3 clusters Score -334418.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -334429.843750 Penalty: 807.600281
	Iteration 17Q: 3 clusters Score -334429.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -334438.468750 Penalty: 807.600281
	Iteration 18Q: 3 clusters Score -334438.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -334445.406250 Penalty: 807.600281
	Iteration 19Q: 3 clusters Score -334445.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -334452.156250 Penalty: 807.600281
	Iteration 20F: 3 clusters Score -334452.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -334459.000000 Penalty: 807.600281
	Iteration 21Q: 3 clusters Score -334459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -334466.968750 Penalty: 807.600281
	Iteration 22Q: 3 clusters Score -334467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -334473.406250 Penalty: 807.600281
	Iteration 23Q: 3 clusters Score -334473.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -334480.562500 Penalty: 807.600281
	Iteration 24Q: 3 clusters Score -334480.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -334488.312500 Penalty: 807.600281
	Iteration 25Q: 3 clusters Score -334488.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -334496.875000 Penalty: 807.600281
	Iteration 26Q: 3 clusters Score -334496.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -334503.500000 Penalty: 807.600281
	Iteration 27Q: 3 clusters Score -334503.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -334508.781250 Penalty: 807.600281
	Iteration 28Q: 3 clusters Score -334508.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -334516.437500 Penalty: 807.600281
	Iteration 29Q: 3 clusters Score -334516.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -334521.968750 Penalty: 807.600281
	Iteration 30Q: 3 clusters Score -334522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -334529.031250 Penalty: 807.600281
	Iteration 31Q: 3 clusters Score -334529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -334537.781250 Penalty: 807.600281
	Iteration 32Q: 3 clusters Score -334537.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -334545.156250 Penalty: 807.600281
	Iteration 33Q: 3 clusters Score -334545.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -334552.531250 Penalty: 807.600281
	Iteration 34Q: 3 clusters Score -334552.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -334558.937500 Penalty: 807.600281
	Iteration 35Q: 3 clusters Score -334558.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -334562.968750 Penalty: 807.600281
	Iteration 36Q: 3 clusters Score -334563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -334566.843750 Penalty: 807.600281
	Iteration 37Q: 3 clusters Score -334566.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -334572.750000 Penalty: 807.600281
	Iteration 38Q: 3 clusters Score -334572.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -334577.437500 Penalty: 807.600281
	Iteration 39Q: 3 clusters Score -334577.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -334583.468750 Penalty: 807.600281
	Iteration 40F: 3 clusters Score -334583.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -334587.125000 Penalty: 807.600281
	Iteration 41Q: 3 clusters Score -334587.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -334589.156250 Penalty: 807.600281
	Iteration 42Q: 3 clusters Score -334589.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -334594.031250 Penalty: 807.600281
	Iteration 43Q: 3 clusters Score -334594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -334596.125000 Penalty: 807.600281
	Iteration 44Q: 3 clusters Score -334596.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -334598.062500 Penalty: 807.600281
	Iteration 45Q: 3 clusters Score -334598.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -334600.593750 Penalty: 807.600281
	Iteration 46Q: 3 clusters Score -334600.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -334602.437500 Penalty: 807.600281
	Iteration 47Q: 3 clusters Score -334602.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -334603.625000 Penalty: 807.600281
	Iteration 48Q: 3 clusters Score -334603.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -334604.843750 Penalty: 807.600281
	Iteration 49Q: 3 clusters Score -334604.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -334604.968750 Penalty: 807.600281
	Iteration 50Q: 3 clusters Score -334605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -334608.625000 Penalty: 807.600281
	Iteration 51Q: 3 clusters Score -334608.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -334610.312500 Penalty: 807.600281
	Iteration 52Q: 3 clusters Score -334610.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -334609.562500 Penalty: 807.600281
	Iteration 53Q: 3 clusters Score -334609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -334610.281250 Penalty: 807.600281
	Iteration 54Q: 3 clusters Score -334610.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -334610.687500 Penalty: 807.600281
	Iteration 55Q: 3 clusters Score -334610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -334610.218750 Penalty: 807.600281
	Iteration 56Q: 3 clusters Score -334610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -334611.062500 Penalty: 807.600281
	Iteration 57Q: 3 clusters Score -334611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -334611.187500 Penalty: 807.600281
	Iteration 58Q: 3 clusters Score -334611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -334611.093750 Penalty: 807.600281
	Iteration 59Q: 3 clusters Score -334611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -334611.468750 Penalty: 807.600281
	Iteration 60F: 3 clusters Score -334611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -334611.156250 Penalty: 807.600281
	Iteration 61Q: 3 clusters Score -334611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -334611.156250 Penalty: 807.600281
	Iteration 62F: 3 clusters Score -334611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Entering Unmasked Estep 
Score: -2645988.250000 Penalty: 498.836792
	Iteration 0F: 2 clusters Score -2645988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -2607245.500000 Penalty: 997.673584
	Iteration 0F: 3 clusters Score -2607246 nChanged 28098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -2624632.750000 Penalty: 997.673584
	Iteration 1F: 3 clusters Score -2624633 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -2625758.000000 Penalty: 997.673584
	Iteration 2Q: 3 clusters Score -2625758 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -2627436.250000 Penalty: 997.673584
	Iteration 3F: 3 clusters Score -2627436 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -2630259.250000 Penalty: 997.673584
	Iteration 4F: 3 clusters Score -2630259 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -2634381.000000 Penalty: 997.673584
	Iteration 5F: 3 clusters Score -2634381 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -2638819.250000 Penalty: 997.673584
	Iteration 6F: 3 clusters Score -2638819 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -2642092.000000 Penalty: 997.673584
	Iteration 7F: 3 clusters Score -2642092 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -2643905.500000 Penalty: 997.673584
	Iteration 8Q: 3 clusters Score -2643906 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -2644848.500000 Penalty: 997.673584
	Iteration 9Q: 3 clusters Score -2644848 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -2645238.000000 Penalty: 997.673584
	Iteration 10Q: 3 clusters Score -2645238 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -2645393.750000 Penalty: 997.673584
	Iteration 11Q: 3 clusters Score -2645394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -2645459.000000 Penalty: 997.673584
	Iteration 12Q: 3 clusters Score -2645459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -2645492.250000 Penalty: 997.673584
	Iteration 13Q: 3 clusters Score -2645492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -2645504.500000 Penalty: 997.673584
	Iteration 14Q: 3 clusters Score -2645504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -2645516.000000 Penalty: 997.673584
	Iteration 15Q: 3 clusters Score -2645516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -2645520.500000 Penalty: 997.673584
	Iteration 16Q: 3 clusters Score -2645520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -2645521.750000 Penalty: 997.673584
	Iteration 17Q: 3 clusters Score -2645522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -2645523.500000 Penalty: 997.673584
	Iteration 18Q: 3 clusters Score -2645524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -2645531.250000 Penalty: 997.673584
	Iteration 19Q: 3 clusters Score -2645531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -2645543.250000 Penalty: 997.673584
	Iteration 20F: 3 clusters Score -2645543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -2645544.250000 Penalty: 997.673584
	Iteration 21Q: 3 clusters Score -2645544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -2645550.250000 Penalty: 997.673584
	Iteration 22Q: 3 clusters Score -2645550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -2645552.000000 Penalty: 997.673584
	Iteration 23Q: 3 clusters Score -2645552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -2645552.250000 Penalty: 997.673584
	Iteration 24Q: 3 clusters Score -2645552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -2645552.250000 Penalty: 997.673584
	Iteration 25F: 3 clusters Score -2645552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -24047.017578 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -24047.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23559.597656 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -23559.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23668.435547 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -23668.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23701.232422 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -23701.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23721.478516 Penalty: 566.434814
	Iteration 3F: 3 clusters Score -23721.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23734.179688 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -23734.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23742.367188 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -23742.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23744.541016 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -23744.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23746.900391 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -23746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23747.166016 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -23747.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23747.166016 Penalty: 566.434814
	Iteration 9F: 3 clusters Score -23747.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Entering Unmasked Estep 
Score: -252515.265625 Penalty: 390.814423
	Iteration 0F: 2 clusters Score -252515.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -248922.953125 Penalty: 781.628845
	Iteration 0F: 3 clusters Score -248923 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -250339.781250 Penalty: 781.628845
	Iteration 1F: 3 clusters Score -250339.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -250584.281250 Penalty: 781.628845
	Iteration 2F: 3 clusters Score -250584.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -250921.359375 Penalty: 781.628845
	Iteration 3F: 3 clusters Score -250921.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -251333.015625 Penalty: 781.628845
	Iteration 4F: 3 clusters Score -251333 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -251730.265625 Penalty: 781.628845
	Iteration 5F: 3 clusters Score -251730.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -252013.343750 Penalty: 781.628845
	Iteration 6F: 3 clusters Score -252013.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -252183.671875 Penalty: 781.628845
	Iteration 7Q: 3 clusters Score -252183.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -252239.843750 Penalty: 781.628845
	Iteration 8Q: 3 clusters Score -252239.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -252267.718750 Penalty: 781.628845
	Iteration 9Q: 3 clusters Score -252267.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -252284.828125 Penalty: 781.628845
	Iteration 10Q: 3 clusters Score -252284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -252290.562500 Penalty: 781.628845
	Iteration 11Q: 3 clusters Score -252290.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -252296.015625 Penalty: 781.628845
	Iteration 12Q: 3 clusters Score -252296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -252299.234375 Penalty: 781.628845
	Iteration 13Q: 3 clusters Score -252299.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -252303.703125 Penalty: 781.628845
	Iteration 14Q: 3 clusters Score -252303.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -252307.375000 Penalty: 781.628845
	Iteration 15Q: 3 clusters Score -252307.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -252308.703125 Penalty: 781.628845
	Iteration 16Q: 3 clusters Score -252308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -252309.625000 Penalty: 781.628845
	Iteration 17Q: 3 clusters Score -252309.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -252311.671875 Penalty: 781.628845
	Iteration 18Q: 3 clusters Score -252311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -252314.187500 Penalty: 781.628845
	Iteration 19Q: 3 clusters Score -252314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -252314.796875 Penalty: 781.628845
	Iteration 20F: 3 clusters Score -252314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -252314.687500 Penalty: 781.628845
	Iteration 21Q: 3 clusters Score -252314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -252314.703125 Penalty: 781.628845
	Iteration 22Q: 3 clusters Score -252314.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -252314.703125 Penalty: 781.628845
	Iteration 23F: 3 clusters Score -252314.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -162579.687500 Penalty: 367.580322
	Iteration 0F: 2 clusters Score -162579.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -160334.640625 Penalty: 735.160645
	Iteration 0F: 3 clusters Score -160334.6 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -161122.093750 Penalty: 735.160645
	Iteration 1F: 3 clusters Score -161122.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -161279.437500 Penalty: 735.160645
	Iteration 2F: 3 clusters Score -161279.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -161468.406250 Penalty: 735.160645
	Iteration 3F: 3 clusters Score -161468.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -161660.765625 Penalty: 735.160645
	Iteration 4F: 3 clusters Score -161660.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -161834.656250 Penalty: 735.160645
	Iteration 5F: 3 clusters Score -161834.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -161975.609375 Penalty: 735.160645
	Iteration 6Q: 3 clusters Score -161975.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162079.234375 Penalty: 735.160645
	Iteration 7Q: 3 clusters Score -162079.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -162154.531250 Penalty: 735.160645
	Iteration 8Q: 3 clusters Score -162154.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -162194.406250 Penalty: 735.160645
	Iteration 9Q: 3 clusters Score -162194.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -162216.609375 Penalty: 735.160645
	Iteration 10Q: 3 clusters Score -162216.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -162236.609375 Penalty: 735.160645
	Iteration 11Q: 3 clusters Score -162236.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -162243.453125 Penalty: 735.160645
	Iteration 12Q: 3 clusters Score -162243.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -162246.265625 Penalty: 735.160645
	Iteration 13Q: 3 clusters Score -162246.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -162249.390625 Penalty: 735.160645
	Iteration 14Q: 3 clusters Score -162249.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -162252.937500 Penalty: 735.160645
	Iteration 15Q: 3 clusters Score -162252.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -162256.875000 Penalty: 735.160645
	Iteration 16Q: 3 clusters Score -162256.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -162259.750000 Penalty: 735.160645
	Iteration 17Q: 3 clusters Score -162259.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -162264.000000 Penalty: 735.160645
	Iteration 18Q: 3 clusters Score -162264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -162268.375000 Penalty: 735.160645
	Iteration 19Q: 3 clusters Score -162268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -162271.906250 Penalty: 735.160645
	Iteration 20F: 3 clusters Score -162271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -162273.562500 Penalty: 735.160645
	Iteration 21Q: 3 clusters Score -162273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -162274.671875 Penalty: 735.160645
	Iteration 22Q: 3 clusters Score -162274.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -162274.609375 Penalty: 735.160645
	Iteration 23Q: 3 clusters Score -162274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -162276.625000 Penalty: 735.160645
	Iteration 24Q: 3 clusters Score -162276.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -162278.218750 Penalty: 735.160645
	Iteration 25Q: 3 clusters Score -162278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -162280.937500 Penalty: 735.160645
	Iteration 26Q: 3 clusters Score -162280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -162281.937500 Penalty: 735.160645
	Iteration 27Q: 3 clusters Score -162281.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -162282.359375 Penalty: 735.160645
	Iteration 28Q: 3 clusters Score -162282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -162282.531250 Penalty: 735.160645
	Iteration 29Q: 3 clusters Score -162282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -162282.718750 Penalty: 735.160645
	Iteration 30Q: 3 clusters Score -162282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -162283.000000 Penalty: 735.160645
	Iteration 31Q: 3 clusters Score -162283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -162283.078125 Penalty: 735.160645
	Iteration 32Q: 3 clusters Score -162283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -162283.281250 Penalty: 735.160645
	Iteration 33Q: 3 clusters Score -162283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -162283.562500 Penalty: 735.160645
	Iteration 34Q: 3 clusters Score -162283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -162283.453125 Penalty: 735.160645
	Iteration 35Q: 3 clusters Score -162283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -162284.062500 Penalty: 735.160645
	Iteration 36Q: 3 clusters Score -162284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -162284.687500 Penalty: 735.160645
	Iteration 37Q: 3 clusters Score -162284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -162285.328125 Penalty: 735.160645
	Iteration 38Q: 3 clusters Score -162285.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -162285.500000 Penalty: 735.160645
	Iteration 39Q: 3 clusters Score -162285.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -162285.500000 Penalty: 735.160645
	Iteration 40F: 3 clusters Score -162285.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Entering Unmasked Estep 
Score: -1254148.250000 Penalty: 460.094360
	Iteration 0F: 2 clusters Score -1254148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1237723.125000 Penalty: 920.188721
	Iteration 0F: 3 clusters Score -1237723 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1244570.875000 Penalty: 920.188721
	Iteration 1F: 3 clusters Score -1244571 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1244932.875000 Penalty: 920.188721
	Iteration 2Q: 3 clusters Score -1244933 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1245481.750000 Penalty: 920.188721
	Iteration 3Q: 3 clusters Score -1245482 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1246264.500000 Penalty: 920.188721
	Iteration 4F: 3 clusters Score -1246264 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1247392.875000 Penalty: 920.188721
	Iteration 5F: 3 clusters Score -1247393 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1248810.625000 Penalty: 920.188721
	Iteration 6F: 3 clusters Score -1248811 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1250041.500000 Penalty: 920.188721
	Iteration 7F: 3 clusters Score -1250042 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1250748.125000 Penalty: 920.188721
	Iteration 8Q: 3 clusters Score -1250748 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1251129.750000 Penalty: 920.188721
	Iteration 9Q: 3 clusters Score -1251130 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1251444.375000 Penalty: 920.188721
	Iteration 10Q: 3 clusters Score -1251444 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1251751.375000 Penalty: 920.188721
	Iteration 11Q: 3 clusters Score -1251751 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1252078.875000 Penalty: 920.188721
	Iteration 12Q: 3 clusters Score -1252079 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1252396.000000 Penalty: 920.188721
	Iteration 13Q: 3 clusters Score -1252396 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1252643.750000 Penalty: 920.188721
	Iteration 14Q: 3 clusters Score -1252644 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1252861.000000 Penalty: 920.188721
	Iteration 15Q: 3 clusters Score -1252861 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1253030.625000 Penalty: 920.188721
	Iteration 16Q: 3 clusters Score -1253031 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1253190.625000 Penalty: 920.188721
	Iteration 17Q: 3 clusters Score -1253191 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1253328.500000 Penalty: 920.188721
	Iteration 18Q: 3 clusters Score -1253328 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1253446.250000 Penalty: 920.188721
	Iteration 19Q: 3 clusters Score -1253446 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1253523.625000 Penalty: 920.188721
	Iteration 20F: 3 clusters Score -1253524 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1253582.000000 Penalty: 920.188721
	Iteration 21Q: 3 clusters Score -1253582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1253623.875000 Penalty: 920.188721
	Iteration 22Q: 3 clusters Score -1253624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1253650.500000 Penalty: 920.188721
	Iteration 23Q: 3 clusters Score -1253650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1253671.625000 Penalty: 920.188721
	Iteration 24Q: 3 clusters Score -1253672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1253702.625000 Penalty: 920.188721
	Iteration 25Q: 3 clusters Score -1253703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1253717.625000 Penalty: 920.188721
	Iteration 26Q: 3 clusters Score -1253718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1253732.500000 Penalty: 920.188721
	Iteration 27Q: 3 clusters Score -1253732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1253745.500000 Penalty: 920.188721
	Iteration 28Q: 3 clusters Score -1253746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1253754.625000 Penalty: 920.188721
	Iteration 29Q: 3 clusters Score -1253755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1253764.500000 Penalty: 920.188721
	Iteration 30Q: 3 clusters Score -1253764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1253769.250000 Penalty: 920.188721
	Iteration 31Q: 3 clusters Score -1253769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1253772.125000 Penalty: 920.188721
	Iteration 32Q: 3 clusters Score -1253772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1253774.750000 Penalty: 920.188721
	Iteration 33Q: 3 clusters Score -1253775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1253777.125000 Penalty: 920.188721
	Iteration 34Q: 3 clusters Score -1253777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1253776.375000 Penalty: 920.188721
	Iteration 35Q: 3 clusters Score -1253776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1253779.625000 Penalty: 920.188721
	Iteration 36Q: 3 clusters Score -1253780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1253779.125000 Penalty: 920.188721
	Iteration 37Q: 3 clusters Score -1253779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1253780.625000 Penalty: 920.188721
	Iteration 38Q: 3 clusters Score -1253781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1253782.875000 Penalty: 920.188721
	Iteration 39Q: 3 clusters Score -1253783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1253781.875000 Penalty: 920.188721
	Iteration 40F: 3 clusters Score -1253782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1253788.375000 Penalty: 920.188721
	Iteration 41Q: 3 clusters Score -1253788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1253788.500000 Penalty: 920.188721
	Iteration 42Q: 3 clusters Score -1253788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1253790.625000 Penalty: 920.188721
	Iteration 43Q: 3 clusters Score -1253791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1253795.375000 Penalty: 920.188721
	Iteration 44Q: 3 clusters Score -1253795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1253795.750000 Penalty: 920.188721
	Iteration 45Q: 3 clusters Score -1253796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1253795.875000 Penalty: 920.188721
	Iteration 46Q: 3 clusters Score -1253796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1253796.750000 Penalty: 920.188721
	Iteration 47Q: 3 clusters Score -1253797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1253797.625000 Penalty: 920.188721
	Iteration 48Q: 3 clusters Score -1253798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1253798.625000 Penalty: 920.188721
	Iteration 49Q: 3 clusters Score -1253799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1253803.125000 Penalty: 920.188721
	Iteration 50Q: 3 clusters Score -1253803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1253805.000000 Penalty: 920.188721
	Iteration 51Q: 3 clusters Score -1253805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1253806.125000 Penalty: 920.188721
	Iteration 52Q: 3 clusters Score -1253806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1253806.875000 Penalty: 920.188721
	Iteration 53Q: 3 clusters Score -1253807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1253807.625000 Penalty: 920.188721
	Iteration 54Q: 3 clusters Score -1253808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1253807.625000 Penalty: 920.188721
	Iteration 55F: 3 clusters Score -1253808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -15789.994141 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -15789.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15408.607422 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -15408.61 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15718.644531 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -15718.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16071.600586 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -16071.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16430.687500 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -16430.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16445.425781 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -16445.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16447.292969 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -16447.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16447.292969 Penalty: 532.811523
	Iteration 6F: 3 clusters Score -16447.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 139 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 140605 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 51159 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 202155 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 144694 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 210 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1537 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 505 members 
Mstep: Class 52 contains 179148 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 394 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Entering Unmasked Estep 
Score: -90641608.000000 Penalty: 41539.402344
Splitting cluster 17 changes total score from -90642512.000000 to -90641608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (113154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113154 members 
Entering Unmasked Estep 
Score: -5541468.000000 Penalty: 529.460999
	Iteration 0F: 2 clusters Score -5541468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -5465543.500000 Penalty: 1058.921997
	Iteration 0F: 3 clusters Score -5465544 nChanged 55109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -5500766.000000 Penalty: 1058.921997
	Iteration 1F: 3 clusters Score -5500766 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -5503501.500000 Penalty: 1058.921997
	Iteration 2F: 3 clusters Score -5503502 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -5507563.500000 Penalty: 1058.921997
	Iteration 3F: 3 clusters Score -5507564 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -5513527.500000 Penalty: 1058.921997
	Iteration 4F: 3 clusters Score -5513528 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89591 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -5520664.500000 Penalty: 1058.921997
	Iteration 5F: 3 clusters Score -5520664 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -5526844.000000 Penalty: 1058.921997
	Iteration 6F: 3 clusters Score -5526844 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -5530997.500000 Penalty: 1058.921997
	Iteration 7Q: 3 clusters Score -5530998 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103280 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -5533626.000000 Penalty: 1058.921997
	Iteration 8Q: 3 clusters Score -5533626 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105713 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -5535510.000000 Penalty: 1058.921997
	Iteration 9Q: 3 clusters Score -5535510 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -5537035.500000 Penalty: 1058.921997
	Iteration 10Q: 3 clusters Score -5537036 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109282 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -5538217.500000 Penalty: 1058.921997
	Iteration 11Q: 3 clusters Score -5538218 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110476 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5539156.000000 Penalty: 1058.921997
	Iteration 12Q: 3 clusters Score -5539156 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111352 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5539878.500000 Penalty: 1058.921997
	Iteration 13Q: 3 clusters Score -5539878 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111923 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5540349.500000 Penalty: 1058.921997
	Iteration 14Q: 3 clusters Score -5540350 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112275 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5540597.500000 Penalty: 1058.921997
	Iteration 15Q: 3 clusters Score -5540598 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112488 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5540707.500000 Penalty: 1058.921997
	Iteration 16Q: 3 clusters Score -5540708 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5540776.000000 Penalty: 1058.921997
	Iteration 17Q: 3 clusters Score -5540776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112705 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5540820.500000 Penalty: 1058.921997
	Iteration 18Q: 3 clusters Score -5540820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5540839.500000 Penalty: 1058.921997
	Iteration 19Q: 3 clusters Score -5540840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5540869.000000 Penalty: 1058.921997
	Iteration 20F: 3 clusters Score -5540869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112842 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5540897.500000 Penalty: 1058.921997
	Iteration 21Q: 3 clusters Score -5540898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112865 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5540912.500000 Penalty: 1058.921997
	Iteration 22Q: 3 clusters Score -5540912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112886 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5540932.000000 Penalty: 1058.921997
	Iteration 23Q: 3 clusters Score -5540932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112899 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5540944.000000 Penalty: 1058.921997
	Iteration 24Q: 3 clusters Score -5540944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112917 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5540952.000000 Penalty: 1058.921997
	Iteration 25Q: 3 clusters Score -5540952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112928 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5540968.000000 Penalty: 1058.921997
	Iteration 26Q: 3 clusters Score -5540968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112941 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5540969.000000 Penalty: 1058.921997
	Iteration 27Q: 3 clusters Score -5540969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5540969.000000 Penalty: 1058.921997
	Iteration 28Q: 3 clusters Score -5540969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5540975.000000 Penalty: 1058.921997
	Iteration 29Q: 3 clusters Score -5540975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112951 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5540978.500000 Penalty: 1058.921997
	Iteration 30Q: 3 clusters Score -5540978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112953 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5540978.000000 Penalty: 1058.921997
	Iteration 31Q: 3 clusters Score -5540978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5540978.500000 Penalty: 1058.921997
	Iteration 32Q: 3 clusters Score -5540978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5540979.000000 Penalty: 1058.921997
	Iteration 33Q: 3 clusters Score -5540979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112956 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5540980.000000 Penalty: 1058.921997
	Iteration 34Q: 3 clusters Score -5540980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5540984.000000 Penalty: 1058.921997
	Iteration 35Q: 3 clusters Score -5540984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5540987.000000 Penalty: 1058.921997
	Iteration 36Q: 3 clusters Score -5540987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5540987.000000 Penalty: 1058.921997
	Iteration 37F: 3 clusters Score -5540987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (105432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105432 members 
Entering Unmasked Estep 
Score: -5107699.000000 Penalty: 526.244873
	Iteration 0F: 2 clusters Score -5107699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -5036345.500000 Penalty: 1052.489746
	Iteration 0F: 3 clusters Score -5036346 nChanged 51679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -5067614.500000 Penalty: 1052.489746
	Iteration 1F: 3 clusters Score -5067614 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -5068830.500000 Penalty: 1052.489746
	Iteration 2Q: 3 clusters Score -5068830 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -5070766.000000 Penalty: 1052.489746
	Iteration 3Q: 3 clusters Score -5070766 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -5073876.500000 Penalty: 1052.489746
	Iteration 4F: 3 clusters Score -5073876 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -5078541.500000 Penalty: 1052.489746
	Iteration 5F: 3 clusters Score -5078542 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -5084625.500000 Penalty: 1052.489746
	Iteration 6F: 3 clusters Score -5084626 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -5089625.500000 Penalty: 1052.489746
	Iteration 7F: 3 clusters Score -5089626 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -5092082.000000 Penalty: 1052.489746
	Iteration 8Q: 3 clusters Score -5092082 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -5093557.500000 Penalty: 1052.489746
	Iteration 9Q: 3 clusters Score -5093558 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -5095195.500000 Penalty: 1052.489746
	Iteration 10Q: 3 clusters Score -5095196 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -5097102.000000 Penalty: 1052.489746
	Iteration 11Q: 3 clusters Score -5097102 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -5099262.500000 Penalty: 1052.489746
	Iteration 12Q: 3 clusters Score -5099262 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -5101670.500000 Penalty: 1052.489746
	Iteration 13Q: 3 clusters Score -5101670 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -5103823.500000 Penalty: 1052.489746
	Iteration 14Q: 3 clusters Score -5103824 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5105460.500000 Penalty: 1052.489746
	Iteration 15Q: 3 clusters Score -5105460 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -5106304.500000 Penalty: 1052.489746
	Iteration 16Q: 3 clusters Score -5106304 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -5106805.000000 Penalty: 1052.489746
	Iteration 17Q: 3 clusters Score -5106805 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -5107020.500000 Penalty: 1052.489746
	Iteration 18Q: 3 clusters Score -5107020 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -5107117.000000 Penalty: 1052.489746
	Iteration 19Q: 3 clusters Score -5107117 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -5107227.000000 Penalty: 1052.489746
	Iteration 20F: 3 clusters Score -5107227 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -5107276.000000 Penalty: 1052.489746
	Iteration 21Q: 3 clusters Score -5107276 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -5107312.000000 Penalty: 1052.489746
	Iteration 22Q: 3 clusters Score -5107312 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -5107322.000000 Penalty: 1052.489746
	Iteration 23Q: 3 clusters Score -5107322 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -5107330.000000 Penalty: 1052.489746
	Iteration 24Q: 3 clusters Score -5107330 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -5107327.000000 Penalty: 1052.489746
	Iteration 25Q: 3 clusters Score -5107327 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -5107356.500000 Penalty: 1052.489746
	Iteration 26Q: 3 clusters Score -5107356 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -5107357.500000 Penalty: 1052.489746
	Iteration 27Q: 3 clusters Score -5107358 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -5107358.500000 Penalty: 1052.489746
	Iteration 28Q: 3 clusters Score -5107358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -5107356.500000 Penalty: 1052.489746
	Iteration 29Q: 3 clusters Score -5107356 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -5107367.000000 Penalty: 1052.489746
	Iteration 30Q: 3 clusters Score -5107367 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -5107356.500000 Penalty: 1052.489746
	Iteration 31Q: 3 clusters Score -5107356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -5107378.000000 Penalty: 1052.489746
	Iteration 32Q: 3 clusters Score -5107378 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -5107393.500000 Penalty: 1052.489746
	Iteration 33Q: 3 clusters Score -5107394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -5107382.000000 Penalty: 1052.489746
	Iteration 34Q: 3 clusters Score -5107382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -5107384.500000 Penalty: 1052.489746
	Iteration 35Q: 3 clusters Score -5107384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -5107389.000000 Penalty: 1052.489746
	Iteration 36Q: 3 clusters Score -5107389 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78095 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -5107399.000000 Penalty: 1052.489746
	Iteration 37Q: 3 clusters Score -5107399 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -5107404.500000 Penalty: 1052.489746
	Iteration 38Q: 3 clusters Score -5107404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -5107405.500000 Penalty: 1052.489746
	Iteration 39Q: 3 clusters Score -5107406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -5107392.000000 Penalty: 1052.489746
	Iteration 40F: 3 clusters Score -5107392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -5107388.500000 Penalty: 1052.489746
	Iteration 41Q: 3 clusters Score -5107388 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78508 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -5107398.500000 Penalty: 1052.489746
	Iteration 42Q: 3 clusters Score -5107398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78579 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -5107408.000000 Penalty: 1052.489746
	Iteration 43Q: 3 clusters Score -5107408 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -5107410.000000 Penalty: 1052.489746
	Iteration 44Q: 3 clusters Score -5107410 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -5107419.000000 Penalty: 1052.489746
	Iteration 45Q: 3 clusters Score -5107419 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78826 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5107431.500000 Penalty: 1052.489746
	Iteration 46Q: 3 clusters Score -5107432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -5107425.500000 Penalty: 1052.489746
	Iteration 47Q: 3 clusters Score -5107426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -5107428.500000 Penalty: 1052.489746
	Iteration 48Q: 3 clusters Score -5107428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5107431.500000 Penalty: 1052.489746
	Iteration 49Q: 3 clusters Score -5107432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79202 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -5107441.500000 Penalty: 1052.489746
	Iteration 50Q: 3 clusters Score -5107442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -5107453.000000 Penalty: 1052.489746
	Iteration 51Q: 3 clusters Score -5107453 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -5107446.500000 Penalty: 1052.489746
	Iteration 52Q: 3 clusters Score -5107446 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -5107433.500000 Penalty: 1052.489746
	Iteration 53Q: 3 clusters Score -5107434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -5107460.500000 Penalty: 1052.489746
	Iteration 54Q: 3 clusters Score -5107460 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -5107478.000000 Penalty: 1052.489746
	Iteration 55Q: 3 clusters Score -5107478 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -5107470.000000 Penalty: 1052.489746
	Iteration 56Q: 3 clusters Score -5107470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -5107472.000000 Penalty: 1052.489746
	Iteration 57Q: 3 clusters Score -5107472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -5107473.500000 Penalty: 1052.489746
	Iteration 58Q: 3 clusters Score -5107474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -5107475.000000 Penalty: 1052.489746
	Iteration 59Q: 3 clusters Score -5107475 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -5107479.500000 Penalty: 1052.489746
	Iteration 60F: 3 clusters Score -5107480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80221 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -5107484.000000 Penalty: 1052.489746
	Iteration 61Q: 3 clusters Score -5107484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -5107485.500000 Penalty: 1052.489746
	Iteration 62Q: 3 clusters Score -5107486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -5107498.000000 Penalty: 1052.489746
	Iteration 63Q: 3 clusters Score -5107498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -5107496.000000 Penalty: 1052.489746
	Iteration 64Q: 3 clusters Score -5107496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -5107507.000000 Penalty: 1052.489746
	Iteration 65Q: 3 clusters Score -5107507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -5107507.000000 Penalty: 1052.489746
	Iteration 66Q: 3 clusters Score -5107507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -5107513.000000 Penalty: 1052.489746
	Iteration 67Q: 3 clusters Score -5107513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80560 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -5107516.500000 Penalty: 1052.489746
	Iteration 68Q: 3 clusters Score -5107516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -5107519.000000 Penalty: 1052.489746
	Iteration 69Q: 3 clusters Score -5107519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -5107509.000000 Penalty: 1052.489746
	Iteration 70Q: 3 clusters Score -5107509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5107508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -5107504.500000 Penalty: 1052.489746
	Iteration 72Q: 3 clusters Score -5107504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -5107500.000000 Penalty: 1052.489746
	Iteration 73Q: 3 clusters Score -5107500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5107500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -5107505.000000 Penalty: 1052.489746
	Iteration 75Q: 3 clusters Score -5107505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80744 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -5107500.500000 Penalty: 1052.489746
	Iteration 76Q: 3 clusters Score -5107500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -5107510.000000 Penalty: 1052.489746
	Iteration 77Q: 3 clusters Score -5107510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -5107529.500000 Penalty: 1052.489746
	Iteration 78Q: 3 clusters Score -5107530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -5107531.000000 Penalty: 1052.489746
	Iteration 79Q: 3 clusters Score -5107531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -5107529.500000 Penalty: 1052.489746
	Iteration 80F: 3 clusters Score -5107530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -5107528.000000 Penalty: 1052.489746
	Iteration 81Q: 3 clusters Score -5107528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -5107536.000000 Penalty: 1052.489746
	Iteration 82Q: 3 clusters Score -5107536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -5107532.000000 Penalty: 1052.489746
	Iteration 83Q: 3 clusters Score -5107532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -5107531.000000 Penalty: 1052.489746
	Iteration 84Q: 3 clusters Score -5107531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80981 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -5107525.000000 Penalty: 1052.489746
	Iteration 85Q: 3 clusters Score -5107525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -5107527.000000 Penalty: 1052.489746
	Iteration 86Q: 3 clusters Score -5107527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5107519.000000 Penalty: 1052.489746
	Iteration 87Q: 3 clusters Score -5107519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -5107518.000000 Penalty: 1052.489746
	Iteration 88Q: 3 clusters Score -5107518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -5107523.000000 Penalty: 1052.489746
	Iteration 89Q: 3 clusters Score -5107523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -5107519.500000 Penalty: 1052.489746
	Iteration 90Q: 3 clusters Score -5107520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -5107511.500000 Penalty: 1052.489746
	Iteration 91Q: 3 clusters Score -5107512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -5107520.000000 Penalty: 1052.489746
	Iteration 92Q: 3 clusters Score -5107520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -5107523.000000 Penalty: 1052.489746
	Iteration 93Q: 3 clusters Score -5107523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -5107521.500000 Penalty: 1052.489746
	Iteration 94Q: 3 clusters Score -5107522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -5107514.000000 Penalty: 1052.489746
	Iteration 95Q: 3 clusters Score -5107514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -5107499.000000 Penalty: 1052.489746
	Iteration 96Q: 3 clusters Score -5107499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -5107504.500000 Penalty: 1052.489746
	Iteration 97Q: 3 clusters Score -5107504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -5107504.000000 Penalty: 1052.489746
	Iteration 98Q: 3 clusters Score -5107504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -5107506.000000 Penalty: 1052.489746
	Iteration 99Q: 3 clusters Score -5107506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -5107508.000000 Penalty: 1052.489746
	Iteration 100F: 3 clusters Score -5107508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -5107511.500000 Penalty: 1052.489746
	Iteration 101Q: 3 clusters Score -5107512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -5107517.500000 Penalty: 1052.489746
	Iteration 102Q: 3 clusters Score -5107518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -5107512.000000 Penalty: 1052.489746
	Iteration 103Q: 3 clusters Score -5107512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -5107513.000000 Penalty: 1052.489746
	Iteration 104Q: 3 clusters Score -5107513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -5107519.000000 Penalty: 1052.489746
	Iteration 105Q: 3 clusters Score -5107519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -5107515.500000 Penalty: 1052.489746
	Iteration 106Q: 3 clusters Score -5107516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -5107514.000000 Penalty: 1052.489746
	Iteration 107Q: 3 clusters Score -5107514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81664 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -5107503.000000 Penalty: 1052.489746
	Iteration 108Q: 3 clusters Score -5107503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81691 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -5107498.000000 Penalty: 1052.489746
	Iteration 109Q: 3 clusters Score -5107498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -5107504.500000 Penalty: 1052.489746
	Iteration 110Q: 3 clusters Score -5107504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81741 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -5107494.500000 Penalty: 1052.489746
	Iteration 111Q: 3 clusters Score -5107494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -5107499.500000 Penalty: 1052.489746
	Iteration 112Q: 3 clusters Score -5107500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -5107498.500000 Penalty: 1052.489746
	Iteration 113Q: 3 clusters Score -5107498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -5107500.000000 Penalty: 1052.489746
	Iteration 114Q: 3 clusters Score -5107500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -5107499.000000 Penalty: 1052.489746
	Iteration 115Q: 3 clusters Score -5107499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -5107496.000000 Penalty: 1052.489746
	Iteration 116Q: 3 clusters Score -5107496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -5107494.500000 Penalty: 1052.489746
	Iteration 117Q: 3 clusters Score -5107494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -5107491.500000 Penalty: 1052.489746
	Iteration 118Q: 3 clusters Score -5107492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -5107491.000000 Penalty: 1052.489746
	Iteration 119Q: 3 clusters Score -5107491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -5107489.000000 Penalty: 1052.489746
	Iteration 120F: 3 clusters Score -5107489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -5107487.000000 Penalty: 1052.489746
	Iteration 121Q: 3 clusters Score -5107487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -5107485.000000 Penalty: 1052.489746
	Iteration 122Q: 3 clusters Score -5107485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5107488.000000 Penalty: 1052.489746
	Iteration 123Q: 3 clusters Score -5107488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -5107485.500000 Penalty: 1052.489746
	Iteration 124Q: 3 clusters Score -5107486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -5107484.000000 Penalty: 1052.489746
	Iteration 125Q: 3 clusters Score -5107484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -5107484.000000 Penalty: 1052.489746
	Iteration 126F: 3 clusters Score -5107484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -10075.327148 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10075.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9715.334961 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -9715.335 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9824.473633 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -9824.474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9853.790039 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -9853.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9865.306641 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -9865.307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9871.597656 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -9871.598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9874.379883 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -9874.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9875.997070 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -9875.997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9876.521484 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -9876.521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9876.822266 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -9876.822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9878.565430 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -9878.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9878.565430 Penalty: 515.644836
	Iteration 10F: 3 clusters Score -9878.565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (75265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Entering Unmasked Estep 
Score: -3606091.500000 Penalty: 510.909058
	Iteration 0F: 2 clusters Score -3606092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -3555163.500000 Penalty: 1021.818115
	Iteration 0F: 3 clusters Score -3555164 nChanged 36697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -3577473.750000 Penalty: 1021.818115
	Iteration 1F: 3 clusters Score -3577474 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -3578811.250000 Penalty: 1021.818115
	Iteration 2Q: 3 clusters Score -3578811 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3581372.750000 Penalty: 1021.818115
	Iteration 3F: 3 clusters Score -3581373 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3585854.750000 Penalty: 1021.818115
	Iteration 4F: 3 clusters Score -3585855 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3591734.250000 Penalty: 1021.818115
	Iteration 5F: 3 clusters Score -3591734 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3596707.000000 Penalty: 1021.818115
	Iteration 6F: 3 clusters Score -3596707 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3599402.750000 Penalty: 1021.818115
	Iteration 7Q: 3 clusters Score -3599403 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3601069.750000 Penalty: 1021.818115
	Iteration 8Q: 3 clusters Score -3601070 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3602506.000000 Penalty: 1021.818115
	Iteration 9Q: 3 clusters Score -3602506 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3603538.250000 Penalty: 1021.818115
	Iteration 10Q: 3 clusters Score -3603538 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3604205.000000 Penalty: 1021.818115
	Iteration 11Q: 3 clusters Score -3604205 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3604543.750000 Penalty: 1021.818115
	Iteration 12Q: 3 clusters Score -3604544 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3604754.000000 Penalty: 1021.818115
	Iteration 13Q: 3 clusters Score -3604754 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -3604860.000000 Penalty: 1021.818115
	Iteration 14Q: 3 clusters Score -3604860 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3604925.500000 Penalty: 1021.818115
	Iteration 15Q: 3 clusters Score -3604926 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3604950.750000 Penalty: 1021.818115
	Iteration 16Q: 3 clusters Score -3604951 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3604968.250000 Penalty: 1021.818115
	Iteration 17Q: 3 clusters Score -3604968 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3604980.750000 Penalty: 1021.818115
	Iteration 18Q: 3 clusters Score -3604981 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3605002.000000 Penalty: 1021.818115
	Iteration 19Q: 3 clusters Score -3605002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3605017.250000 Penalty: 1021.818115
	Iteration 20F: 3 clusters Score -3605017 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3605025.500000 Penalty: 1021.818115
	Iteration 21Q: 3 clusters Score -3605026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3605027.500000 Penalty: 1021.818115
	Iteration 22Q: 3 clusters Score -3605028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3605023.000000 Penalty: 1021.818115
	Iteration 23Q: 3 clusters Score -3605023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3605033.750000 Penalty: 1021.818115
	Iteration 24Q: 3 clusters Score -3605034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3605028.500000 Penalty: 1021.818115
	Iteration 25Q: 3 clusters Score -3605028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3605030.500000 Penalty: 1021.818115
	Iteration 26Q: 3 clusters Score -3605030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3605031.500000 Penalty: 1021.818115
	Iteration 27Q: 3 clusters Score -3605032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3605032.750000 Penalty: 1021.818115
	Iteration 28Q: 3 clusters Score -3605033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3605034.500000 Penalty: 1021.818115
	Iteration 29Q: 3 clusters Score -3605034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3605039.250000 Penalty: 1021.818115
	Iteration 30Q: 3 clusters Score -3605039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3605031.750000 Penalty: 1021.818115
	Iteration 31Q: 3 clusters Score -3605032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3605040.500000 Penalty: 1021.818115
	Iteration 32Q: 3 clusters Score -3605040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3605039.750000 Penalty: 1021.818115
	Iteration 33Q: 3 clusters Score -3605040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3605026.500000 Penalty: 1021.818115
	Iteration 34Q: 3 clusters Score -3605026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3605034.750000 Penalty: 1021.818115
	Iteration 35Q: 3 clusters Score -3605035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3605032.250000 Penalty: 1021.818115
	Iteration 36Q: 3 clusters Score -3605032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3605040.250000 Penalty: 1021.818115
	Iteration 37Q: 3 clusters Score -3605040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3605037.750000 Penalty: 1021.818115
	Iteration 38Q: 3 clusters Score -3605038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3605041.000000 Penalty: 1021.818115
	Iteration 39Q: 3 clusters Score -3605041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3605044.500000 Penalty: 1021.818115
	Iteration 40F: 3 clusters Score -3605044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3605037.500000 Penalty: 1021.818115
	Iteration 41Q: 3 clusters Score -3605038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3605034.500000 Penalty: 1021.818115
	Iteration 42Q: 3 clusters Score -3605034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3605030.250000 Penalty: 1021.818115
	Iteration 43Q: 3 clusters Score -3605030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3605031.250000 Penalty: 1021.818115
	Iteration 44Q: 3 clusters Score -3605031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3605040.000000 Penalty: 1021.818115
	Iteration 45Q: 3 clusters Score -3605040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3605035.500000 Penalty: 1021.818115
	Iteration 46Q: 3 clusters Score -3605036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3605039.750000 Penalty: 1021.818115
	Iteration 47Q: 3 clusters Score -3605040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3605039.750000 Penalty: 1021.818115
	Iteration 48Q: 3 clusters Score -3605040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3605044.750000 Penalty: 1021.818115
	Iteration 49Q: 3 clusters Score -3605045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3605056.750000 Penalty: 1021.818115
	Iteration 50Q: 3 clusters Score -3605057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3605061.000000 Penalty: 1021.818115
	Iteration 51Q: 3 clusters Score -3605061 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3605070.000000 Penalty: 1021.818115
	Iteration 52Q: 3 clusters Score -3605070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3605077.750000 Penalty: 1021.818115
	Iteration 53Q: 3 clusters Score -3605078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3605082.750000 Penalty: 1021.818115
	Iteration 54Q: 3 clusters Score -3605083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3605089.000000 Penalty: 1021.818115
	Iteration 55Q: 3 clusters Score -3605089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3605090.000000 Penalty: 1021.818115
	Iteration 56Q: 3 clusters Score -3605090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3605092.250000 Penalty: 1021.818115
	Iteration 57Q: 3 clusters Score -3605092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3605095.500000 Penalty: 1021.818115
	Iteration 58Q: 3 clusters Score -3605096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3605100.250000 Penalty: 1021.818115
	Iteration 59Q: 3 clusters Score -3605100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3605100.250000 Penalty: 1021.818115
	Iteration 60F: 3 clusters Score -3605100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3605092.000000 Penalty: 1021.818115
	Iteration 61Q: 3 clusters Score -3605092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3605097.000000 Penalty: 1021.818115
	Iteration 62Q: 3 clusters Score -3605097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3605105.500000 Penalty: 1021.818115
	Iteration 63Q: 3 clusters Score -3605106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3605107.000000 Penalty: 1021.818115
	Iteration 64Q: 3 clusters Score -3605107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3605107.500000 Penalty: 1021.818115
	Iteration 65Q: 3 clusters Score -3605108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3605111.500000 Penalty: 1021.818115
	Iteration 66Q: 3 clusters Score -3605112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3605113.500000 Penalty: 1021.818115
	Iteration 67Q: 3 clusters Score -3605114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3605117.000000 Penalty: 1021.818115
	Iteration 68Q: 3 clusters Score -3605117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3605114.250000 Penalty: 1021.818115
	Iteration 69Q: 3 clusters Score -3605114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3605114.000000 Penalty: 1021.818115
	Iteration 70Q: 3 clusters Score -3605114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3605111.000000 Penalty: 1021.818115
	Iteration 71Q: 3 clusters Score -3605111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3605114.000000 Penalty: 1021.818115
	Iteration 72Q: 3 clusters Score -3605114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3605114.500000 Penalty: 1021.818115
	Iteration 73Q: 3 clusters Score -3605114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3605113.000000 Penalty: 1021.818115
	Iteration 74Q: 3 clusters Score -3605113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3605118.500000 Penalty: 1021.818115
	Iteration 75Q: 3 clusters Score -3605118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3605120.000000 Penalty: 1021.818115
	Iteration 76Q: 3 clusters Score -3605120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3605115.500000 Penalty: 1021.818115
	Iteration 77Q: 3 clusters Score -3605116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3605112.500000 Penalty: 1021.818115
	Iteration 78Q: 3 clusters Score -3605112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3605112.750000 Penalty: 1021.818115
	Iteration 79Q: 3 clusters Score -3605113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3605111.750000 Penalty: 1021.818115
	Iteration 80F: 3 clusters Score -3605112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3605107.250000 Penalty: 1021.818115
	Iteration 81Q: 3 clusters Score -3605107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3605106.000000 Penalty: 1021.818115
	Iteration 82Q: 3 clusters Score -3605106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3605109.250000 Penalty: 1021.818115
	Iteration 83Q: 3 clusters Score -3605109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3605112 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3605107 nChanged 20
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Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3605107 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3605103 nChanged 29
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Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3605106 nChanged 25
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Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3605104 nChanged 19
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Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3605102 nChanged 20
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Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3605103 nChanged 27
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Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3605103 nChanged 23
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Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3605110.500000 Penalty: 1021.818115
	Iteration 93Q: 3 clusters Score -3605110 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3605113 nChanged 32
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Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3605117.250000 Penalty: 1021.818115
	Iteration 95Q: 3 clusters Score -3605117 nChanged 39
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Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3605114 nChanged 43
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Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3605117 nChanged 35
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Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3605112 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3605114.500000 Penalty: 1021.818115
	Iteration 99Q: 3 clusters Score -3605114 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3605122.750000 Penalty: 1021.818115
	Iteration 100F: 3 clusters Score -3605123 nChanged 29
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Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3605124 nChanged 38
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Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3605126 nChanged 46
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Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3605125 nChanged 41
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Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3605128 nChanged 45
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Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3605134 nChanged 50
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Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3605141 nChanged 47
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Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3605147 nChanged 40
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Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -3605153.500000 Penalty: 1021.818115
	Iteration 108Q: 3 clusters Score -3605154 nChanged 42
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Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3605154 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3605150.500000 Penalty: 1021.818115
	Iteration 110Q: 3 clusters Score -3605150 nChanged 51
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Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3605152 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3605151 nChanged 47
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Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3605150 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3605152 nChanged 50
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Mstep: Class 1 contains 62502 members 
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Entering Unmasked Estep 
Score: -3605158.500000 Penalty: 1021.818115
	Iteration 115Q: 3 clusters Score -3605158 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3605152 nChanged 38
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Mstep: Class 1 contains 62583 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3605152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62662 members 
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	Iteration 119Q: 3 clusters Score -3605150 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3605151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3605159 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3605156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3605156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3605154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 12450 members 
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	Iteration 125Q: 3 clusters Score -3605155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3605154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3605159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3605167.250000 Penalty: 1021.818115
	Iteration 128Q: 3 clusters Score -3605167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3605168.000000 Penalty: 1021.818115
	Iteration 129Q: 3 clusters Score -3605168 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3605161.000000 Penalty: 1021.818115
	Iteration 130Q: 3 clusters Score -3605161 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3605157 nChanged 36
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Mstep: Class 1 contains 63001 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3605160 nChanged 53
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Mstep: Class 1 contains 63054 members 
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	Iteration 133Q: 3 clusters Score -3605160 nChanged 58
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Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 12155 members 
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	Iteration 134Q: 3 clusters Score -3605160 nChanged 60
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Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3605162.750000 Penalty: 1021.818115
	Iteration 135Q: 3 clusters Score -3605163 nChanged 51
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Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 12044 members 
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	Iteration 136Q: 3 clusters Score -3605180 nChanged 51
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Mstep: Class 1 contains 63272 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3605183 nChanged 55
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Mstep: Class 1 contains 63327 members 
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Entering Unmasked Estep 
Score: -3605192.750000 Penalty: 1021.818115
	Iteration 138Q: 3 clusters Score -3605193 nChanged 50
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Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 11888 members 
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Score: -3605200.250000 Penalty: 1021.818115
	Iteration 139Q: 3 clusters Score -3605200 nChanged 51
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Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3605192 nChanged 54
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Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 11783 members 
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	Iteration 141Q: 3 clusters Score -3605192 nChanged 61
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Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3605190 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3605196 nChanged 60
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Mstep: Class 1 contains 63662 members 
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Entering Unmasked Estep 
Score: -3605206.750000 Penalty: 1021.818115
	Iteration 144Q: 3 clusters Score -3605207 nChanged 55
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Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3605206 nChanged 59
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Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3605216.000000 Penalty: 1021.818115
	Iteration 146Q: 3 clusters Score -3605216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3605229.000000 Penalty: 1021.818115
	Iteration 147Q: 3 clusters Score -3605229 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3605233.250000 Penalty: 1021.818115
	Iteration 148Q: 3 clusters Score -3605233 nChanged 63
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Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3605243.250000 Penalty: 1021.818115
	Iteration 149Q: 3 clusters Score -3605243 nChanged 67
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Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3605247.250000 Penalty: 1021.818115
	Iteration 150Q: 3 clusters Score -3605247 nChanged 74
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Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3605237.250000 Penalty: 1021.818115
	Iteration 151Q: 3 clusters Score -3605237 nChanged 78
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Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3605234 nChanged 81
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Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3605244.500000 Penalty: 1021.818115
	Iteration 153Q: 3 clusters Score -3605244 nChanged 76
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Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3605248 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3605238.750000 Penalty: 1021.818115
	Iteration 155Q: 3 clusters Score -3605239 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -3605255.500000 Penalty: 1021.818115
	Iteration 156Q: 3 clusters Score -3605256 nChanged 106
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Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3605253.500000 Penalty: 1021.818115
	Iteration 157Q: 3 clusters Score -3605254 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3605263.250000 Penalty: 1021.818115
	Iteration 158Q: 3 clusters Score -3605263 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -3605272.000000 Penalty: 1021.818115
	Iteration 159Q: 3 clusters Score -3605272 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3605277.500000 Penalty: 1021.818115
	Iteration 160F: 3 clusters Score -3605278 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3605283.250000 Penalty: 1021.818115
	Iteration 161Q: 3 clusters Score -3605283 nChanged 59
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Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3605285 nChanged 62
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Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3605297.750000 Penalty: 1021.818115
	Iteration 163Q: 3 clusters Score -3605298 nChanged 56
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Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3605295.500000 Penalty: 1021.818115
	Iteration 164Q: 3 clusters Score -3605296 nChanged 55
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Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3605301.000000 Penalty: 1021.818115
	Iteration 165Q: 3 clusters Score -3605301 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3605301 nChanged 45
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Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3605309.000000 Penalty: 1021.818115
	Iteration 167Q: 3 clusters Score -3605309 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3605303.750000 Penalty: 1021.818115
	Iteration 168Q: 3 clusters Score -3605304 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3605319.000000 Penalty: 1021.818115
	Iteration 169Q: 3 clusters Score -3605319 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3605316.250000 Penalty: 1021.818115
	Iteration 170Q: 3 clusters Score -3605316 nChanged 99
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Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3605329.000000 Penalty: 1021.818115
	Iteration 171Q: 3 clusters Score -3605329 nChanged 108
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Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3605337 nChanged 116
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Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3605354.250000 Penalty: 1021.818115
	Iteration 173Q: 3 clusters Score -3605354 nChanged 103
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Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3605357.500000 Penalty: 1021.818115
	Iteration 174Q: 3 clusters Score -3605358 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3605376.750000 Penalty: 1021.818115
	Iteration 175Q: 3 clusters Score -3605377 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3605384.000000 Penalty: 1021.818115
	Iteration 176Q: 3 clusters Score -3605384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3605391 nChanged 85
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Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3605403 nChanged 78
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Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3605412 nChanged 65
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Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 8564 members 
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	Iteration 182Q: 3 clusters Score -3605425 nChanged 52
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Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3605430 nChanged 44
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Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 8468 members 
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	Iteration 184Q: 3 clusters Score -3605438 nChanged 52
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Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3605432 nChanged 48
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Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3605424 nChanged 42
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Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3605428 nChanged 43
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	Iteration 188Q: 3 clusters Score -3605426 nChanged 39
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Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3605435 nChanged 32
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Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 8212 members 
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	Iteration 190Q: 3 clusters Score -3605435 nChanged 38
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Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3605434 nChanged 37
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Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3605438 nChanged 29
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Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3605438 nChanged 35
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Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3605442 nChanged 30
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Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3605438 nChanged 34
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Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3605432 nChanged 22
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Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3605434 nChanged 23
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Mstep: Class 1 contains 67301 members 
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	Iteration 198Q: 3 clusters Score -3605438 nChanged 35
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Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 7929 members 
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	Iteration 199Q: 3 clusters Score -3605443 nChanged 41
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Mstep: Class 1 contains 67377 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -3605450 nChanged 34
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Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7828 members 
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	Iteration 202Q: 3 clusters Score -3605448 nChanged 22
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Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 7806 members 
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	Iteration 203Q: 3 clusters Score -3605453 nChanged 25
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Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 7781 members 
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	Iteration 204Q: 3 clusters Score -3605455 nChanged 37
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Mstep: Class 1 contains 67648 members 
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	Iteration 209Q: 3 clusters Score -3605470 nChanged 23
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Mstep: Class 2 contains 7567 members 
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	Iteration 214Q: 3 clusters Score -3605468 nChanged 8
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	Iteration 217Q: 3 clusters Score -3605467 nChanged 8
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Mstep: Class 1 contains 67780 members 
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	Iteration 220F: 3 clusters Score -3605466 nChanged 4
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Mstep: Class 1 contains 67795 members 
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	Iteration 222Q: 3 clusters Score -3605466 nChanged 8
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Mstep: Class 1 contains 67803 members 
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	Iteration 223Q: 3 clusters Score -3605467 nChanged 8
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	Iteration 224Q: 3 clusters Score -3605469 nChanged 13
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	Iteration 225Q: 3 clusters Score -3605467 nChanged 10
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	Iteration 226Q: 3 clusters Score -3605468 nChanged 8
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	Iteration 227Q: 3 clusters Score -3605467 nChanged 5
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	Iteration 228Q: 3 clusters Score -3605468 nChanged 3
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	Iteration 229Q: 3 clusters Score -3605467 nChanged 4
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	Iteration 230Q: 3 clusters Score -3605466 nChanged 7
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	Iteration 231Q: 3 clusters Score -3605468 nChanged 5
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	Iteration 232Q: 3 clusters Score -3605472 nChanged 5
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	Iteration 233Q: 3 clusters Score -3605473 nChanged 4
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	Iteration 234Q: 3 clusters Score -3605473 nChanged 5
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Mstep: Class 1 contains 67878 members 
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	Iteration 235Q: 3 clusters Score -3605468 nChanged 5
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	Iteration 236Q: 3 clusters Score -3605469 nChanged 15
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	Iteration 237Q: 3 clusters Score -3605475 nChanged 13
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	Iteration 238Q: 3 clusters Score -3605475 nChanged 17
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	Iteration 239Q: 3 clusters Score -3605477 nChanged 24
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	Iteration 240F: 3 clusters Score -3605473 nChanged 26
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Mstep: Class 1 contains 67978 members 
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	Iteration 241Q: 3 clusters Score -3605468 nChanged 29
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	Iteration 242Q: 3 clusters Score -3605465 nChanged 27
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	Iteration 243Q: 3 clusters Score -3605466 nChanged 29
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	Iteration 246Q: 3 clusters Score -3605467 nChanged 24
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	Iteration 248Q: 3 clusters Score -3605468 nChanged 24
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	Iteration 249Q: 3 clusters Score -3605470 nChanged 22
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	Iteration 250Q: 3 clusters Score -3605476 nChanged 21
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	Iteration 254Q: 3 clusters Score -3605473 nChanged 19
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	Iteration 262Q: 3 clusters Score -3605484 nChanged 16
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	Iteration 263Q: 3 clusters Score -3605484 nChanged 15
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	Iteration 270Q: 3 clusters Score -3605488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3605488.000000 Penalty: 1021.818115
	Iteration 271Q: 3 clusters Score -3605488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3605484.500000 Penalty: 1021.818115
	Iteration 272Q: 3 clusters Score -3605484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3605489.250000 Penalty: 1021.818115
	Iteration 273Q: 3 clusters Score -3605489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3605488.500000 Penalty: 1021.818115
	Iteration 274Q: 3 clusters Score -3605488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3605488.000000 Penalty: 1021.818115
	Iteration 275Q: 3 clusters Score -3605488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3605489.250000 Penalty: 1021.818115
	Iteration 276Q: 3 clusters Score -3605489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3605489.000000 Penalty: 1021.818115
	Iteration 277Q: 3 clusters Score -3605489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3605489.000000 Penalty: 1021.818115
	Iteration 278Q: 3 clusters Score -3605489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3605489.250000 Penalty: 1021.818115
	Iteration 279Q: 3 clusters Score -3605489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3605491.000000 Penalty: 1021.818115
	Iteration 280F: 3 clusters Score -3605491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3605495.000000 Penalty: 1021.818115
	Iteration 281Q: 3 clusters Score -3605495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3605491.750000 Penalty: 1021.818115
	Iteration 282Q: 3 clusters Score -3605492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3605491.750000 Penalty: 1021.818115
	Iteration 283Q: 3 clusters Score -3605492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3605487.750000 Penalty: 1021.818115
	Iteration 284Q: 3 clusters Score -3605488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3605494.500000 Penalty: 1021.818115
	Iteration 285Q: 3 clusters Score -3605494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3605492.000000 Penalty: 1021.818115
	Iteration 286Q: 3 clusters Score -3605492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68714 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -3605494.250000 Penalty: 1021.818115
	Iteration 287Q: 3 clusters Score -3605494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -3605491.000000 Penalty: 1021.818115
	Iteration 288Q: 3 clusters Score -3605491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3605493.750000 Penalty: 1021.818115
	Iteration 289Q: 3 clusters Score -3605494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3605491.500000 Penalty: 1021.818115
	Iteration 290Q: 3 clusters Score -3605492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3605491.500000 Penalty: 1021.818115
	Iteration 291F: 3 clusters Score -3605492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -46465.363281 Penalty: 315.426392
	Iteration 0F: 2 clusters Score -46465.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -45646.765625 Penalty: 630.852783
	Iteration 0F: 3 clusters Score -45646.77 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -45910.601562 Penalty: 630.852783
	Iteration 1F: 3 clusters Score -45910.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -45966.707031 Penalty: 630.852783
	Iteration 2F: 3 clusters Score -45966.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -46005.753906 Penalty: 630.852783
	Iteration 3Q: 3 clusters Score -46005.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -46045.285156 Penalty: 630.852783
	Iteration 4Q: 3 clusters Score -46045.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -46072.660156 Penalty: 630.852783
	Iteration 5Q: 3 clusters Score -46072.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -46094.011719 Penalty: 630.852783
	Iteration 6Q: 3 clusters Score -46094.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -46110.054688 Penalty: 630.852783
	Iteration 7Q: 3 clusters Score -46110.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -46131.285156 Penalty: 630.852783
	Iteration 8Q: 3 clusters Score -46131.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -46149.523438 Penalty: 630.852783
	Iteration 9Q: 3 clusters Score -46149.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -46167.960938 Penalty: 630.852783
	Iteration 10Q: 3 clusters Score -46167.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -46181.476562 Penalty: 630.852783
	Iteration 11Q: 3 clusters Score -46181.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -46191.933594 Penalty: 630.852783
	Iteration 12Q: 3 clusters Score -46191.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -46205.621094 Penalty: 630.852783
	Iteration 13Q: 3 clusters Score -46205.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -46219.300781 Penalty: 630.852783
	Iteration 14Q: 3 clusters Score -46219.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -46231.707031 Penalty: 630.852783
	Iteration 15Q: 3 clusters Score -46231.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -46243.152344 Penalty: 630.852783
	Iteration 16Q: 3 clusters Score -46243.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -46253.757812 Penalty: 630.852783
	Iteration 17Q: 3 clusters Score -46253.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -46261.109375 Penalty: 630.852783
	Iteration 18Q: 3 clusters Score -46261.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -46264.867188 Penalty: 630.852783
	Iteration 19Q: 3 clusters Score -46264.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -46265.167969 Penalty: 630.852783
	Iteration 20F: 3 clusters Score -46265.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -185312.421875 Penalty: 374.430603
	Iteration 0F: 2 clusters Score -185312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -182756.500000 Penalty: 748.861206
	Iteration 0F: 3 clusters Score -182756.5 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -183703.656250 Penalty: 748.861206
	Iteration 1F: 3 clusters Score -183703.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -183783.828125 Penalty: 748.861206
	Iteration 2F: 3 clusters Score -183783.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -183858.250000 Penalty: 748.861206
	Iteration 3Q: 3 clusters Score -183858.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -183962.156250 Penalty: 748.861206
	Iteration 4Q: 3 clusters Score -183962.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -184140.750000 Penalty: 748.861206
	Iteration 5F: 3 clusters Score -184140.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -184355.218750 Penalty: 748.861206
	Iteration 6F: 3 clusters Score -184355.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -184561.421875 Penalty: 748.861206
	Iteration 7F: 3 clusters Score -184561.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -184714.796875 Penalty: 748.861206
	Iteration 8Q: 3 clusters Score -184714.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -184799.140625 Penalty: 748.861206
	Iteration 9Q: 3 clusters Score -184799.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -184857.375000 Penalty: 748.861206
	Iteration 10Q: 3 clusters Score -184857.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -184910.359375 Penalty: 748.861206
	Iteration 11Q: 3 clusters Score -184910.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -184954.859375 Penalty: 748.861206
	Iteration 12Q: 3 clusters Score -184954.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -184981.125000 Penalty: 748.861206
	Iteration 13Q: 3 clusters Score -184981.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -184999.937500 Penalty: 748.861206
	Iteration 14Q: 3 clusters Score -184999.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -185016.875000 Penalty: 748.861206
	Iteration 15Q: 3 clusters Score -185016.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -185041.968750 Penalty: 748.861206
	Iteration 16Q: 3 clusters Score -185042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -185062.125000 Penalty: 748.861206
	Iteration 17Q: 3 clusters Score -185062.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -185077.859375 Penalty: 748.861206
	Iteration 18Q: 3 clusters Score -185077.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -185088.187500 Penalty: 748.861206
	Iteration 19Q: 3 clusters Score -185088.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -185095.296875 Penalty: 748.861206
	Iteration 20F: 3 clusters Score -185095.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -185101.359375 Penalty: 748.861206
	Iteration 21Q: 3 clusters Score -185101.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -185107.515625 Penalty: 748.861206
	Iteration 22Q: 3 clusters Score -185107.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -185112.875000 Penalty: 748.861206
	Iteration 23Q: 3 clusters Score -185112.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -185116.125000 Penalty: 748.861206
	Iteration 24Q: 3 clusters Score -185116.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -185119.296875 Penalty: 748.861206
	Iteration 25Q: 3 clusters Score -185119.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -185120.984375 Penalty: 748.861206
	Iteration 26Q: 3 clusters Score -185121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -185122.843750 Penalty: 748.861206
	Iteration 27Q: 3 clusters Score -185122.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -185124.328125 Penalty: 748.861206
	Iteration 28Q: 3 clusters Score -185124.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -185125.078125 Penalty: 748.861206
	Iteration 29Q: 3 clusters Score -185125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -185125.671875 Penalty: 748.861206
	Iteration 30Q: 3 clusters Score -185125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -185126.953125 Penalty: 748.861206
	Iteration 31Q: 3 clusters Score -185127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -185127.125000 Penalty: 748.861206
	Iteration 32Q: 3 clusters Score -185127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -185127.078125 Penalty: 748.861206
	Iteration 33Q: 3 clusters Score -185127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -185127.750000 Penalty: 748.861206
	Iteration 34Q: 3 clusters Score -185127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -185127.562500 Penalty: 748.861206
	Iteration 35Q: 3 clusters Score -185127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -185127.546875 Penalty: 748.861206
	Iteration 36Q: 3 clusters Score -185127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -185127.546875 Penalty: 748.861206
	Iteration 37F: 3 clusters Score -185127.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (140605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140605 members 
Entering Unmasked Estep 
Score: -7041018.500000 Penalty: 539.343811
	Iteration 0F: 2 clusters Score -7041018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
Score: -6958751.000000 Penalty: 1078.687622
	Iteration 0F: 3 clusters Score -6958751 nChanged 68811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -7005106.000000 Penalty: 1078.687622
	Iteration 1F: 3 clusters Score -7005106 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -7012008.000000 Penalty: 1078.687622
	Iteration 2F: 3 clusters Score -7012008 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 106387 members 
Entering Unmasked Estep 
Score: -7020928.000000 Penalty: 1078.687622
	Iteration 3F: 3 clusters Score -7020928 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 114282 members 
Entering Unmasked Estep 
Score: -7029111.500000 Penalty: 1078.687622
	Iteration 4F: 3 clusters Score -7029112 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 118057 members 
Entering Unmasked Estep 
Score: -7035054.500000 Penalty: 1078.687622
	Iteration 5Q: 3 clusters Score -7035054 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -7038854.000000 Penalty: 1078.687622
	Iteration 6Q: 3 clusters Score -7038854 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 118110 members 
Entering Unmasked Estep 
Score: -7040307.000000 Penalty: 1078.687622
	Iteration 7Q: 3 clusters Score -7040307 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 117563 members 
Entering Unmasked Estep 
Score: -7040868.500000 Penalty: 1078.687622
	Iteration 8Q: 3 clusters Score -7040868 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 117089 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7041164 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 116771 members 
Entering Unmasked Estep 
Score: -7041342.500000 Penalty: 1078.687622
	Iteration 10Q: 3 clusters Score -7041342 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 116451 members 
Entering Unmasked Estep 
Score: -7041470.000000 Penalty: 1078.687622
	Iteration 11Q: 3 clusters Score -7041470 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 116150 members 
Entering Unmasked Estep 
Score: -7041566.500000 Penalty: 1078.687622
	Iteration 12Q: 3 clusters Score -7041566 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 115877 members 
Entering Unmasked Estep 
Score: -7041638.500000 Penalty: 1078.687622
	Iteration 13Q: 3 clusters Score -7041638 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -7041704.500000 Penalty: 1078.687622
	Iteration 14Q: 3 clusters Score -7041704 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -7041746.500000 Penalty: 1078.687622
	Iteration 15Q: 3 clusters Score -7041746 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7041790 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7041823 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 114303 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7041877 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 114037 members 
Entering Unmasked Estep 
Score: -7041921.500000 Penalty: 1078.687622
	Iteration 19Q: 3 clusters Score -7041922 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 113791 members 
Entering Unmasked Estep 
Score: -7041933.000000 Penalty: 1078.687622
	Iteration 20F: 3 clusters Score -7041933 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7041960 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7041951 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 113085 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7041987 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 112858 members 
Entering Unmasked Estep 
Score: -7042024.500000 Penalty: 1078.687622
	Iteration 24Q: 3 clusters Score -7042024 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 112634 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7042050 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 112421 members 
Entering Unmasked Estep 
Score: -7042049.500000 Penalty: 1078.687622
	Iteration 26Q: 3 clusters Score -7042050 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -7042064.000000 Penalty: 1078.687622
	Iteration 27Q: 3 clusters Score -7042064 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 112031 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7042090 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 111854 members 
Entering Unmasked Estep 
Score: -7042109.000000 Penalty: 1078.687622
	Iteration 29Q: 3 clusters Score -7042109 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 111714 members 
Entering Unmasked Estep 
Score: -7042128.500000 Penalty: 1078.687622
	Iteration 30Q: 3 clusters Score -7042128 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 111586 members 
Entering Unmasked Estep 
Score: -7042152.000000 Penalty: 1078.687622
	Iteration 31Q: 3 clusters Score -7042152 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 111465 members 
Entering Unmasked Estep 
Score: -7042178.000000 Penalty: 1078.687622
	Iteration 32Q: 3 clusters Score -7042178 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 111340 members 
Entering Unmasked Estep 
Score: -7042190.000000 Penalty: 1078.687622
	Iteration 33Q: 3 clusters Score -7042190 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 111223 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7042189 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 111099 members 
Entering Unmasked Estep 
Score: -7042222.000000 Penalty: 1078.687622
	Iteration 35Q: 3 clusters Score -7042222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -7042241.500000 Penalty: 1078.687622
	Iteration 36Q: 3 clusters Score -7042242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -7042246.500000 Penalty: 1078.687622
	Iteration 37Q: 3 clusters Score -7042246 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 110757 members 
Entering Unmasked Estep 
Score: -7042251.500000 Penalty: 1078.687622
	Iteration 38Q: 3 clusters Score -7042252 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -7042223.000000 Penalty: 1078.687622
	Iteration 39Q: 3 clusters Score -7042223 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 110538 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7042247 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 110435 members 
Entering Unmasked Estep 
Score: -7042239.000000 Penalty: 1078.687622
	Iteration 41Q: 3 clusters Score -7042239 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 110336 members 
Entering Unmasked Estep 
Score: -7042250.000000 Penalty: 1078.687622
	Iteration 42Q: 3 clusters Score -7042250 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 110252 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7042255 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 110181 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7042268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 110110 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7042268 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 110026 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7042278 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 109929 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7042290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 109838 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7042310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 109763 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7042331 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 109676 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7042352 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 109595 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7042354 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 109518 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7042370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7042386 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 109370 members 
Entering Unmasked Estep 
Score: -7042409.000000 Penalty: 1078.687622
	Iteration 54Q: 3 clusters Score -7042409 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 109290 members 
Entering Unmasked Estep 
Score: -7042419.000000 Penalty: 1078.687622
	Iteration 55Q: 3 clusters Score -7042419 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 109229 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7042445 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 109158 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7042452 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 109096 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7042476 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 109052 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7042482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 109006 members 
Entering Unmasked Estep 
Score: -7042482.500000 Penalty: 1078.687622
	Iteration 60F: 3 clusters Score -7042482 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 108953 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7042498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 108897 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7042498 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 108831 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7042506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 108773 members 
Entering Unmasked Estep 
Score: -7042536.500000 Penalty: 1078.687622
	Iteration 64Q: 3 clusters Score -7042536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 108713 members 
Entering Unmasked Estep 
Score: -7042551.000000 Penalty: 1078.687622
	Iteration 65Q: 3 clusters Score -7042551 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -7042581.000000 Penalty: 1078.687622
	Iteration 66Q: 3 clusters Score -7042581 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7042582 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7042601 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 108578 members 
Entering Unmasked Estep 
Score: -7042618.500000 Penalty: 1078.687622
	Iteration 69Q: 3 clusters Score -7042618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
Score: -7042641.000000 Penalty: 1078.687622
	Iteration 70Q: 3 clusters Score -7042641 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -7042663.500000 Penalty: 1078.687622
	Iteration 71Q: 3 clusters Score -7042664 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 108454 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7042670 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 108414 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7042666 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 108355 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7042672 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32302 members 
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Entering Unmasked Estep 
Score: -7042691.500000 Penalty: 1078.687622
	Iteration 75Q: 3 clusters Score -7042692 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 108252 members 
Entering Unmasked Estep 
Score: -7042706.500000 Penalty: 1078.687622
	Iteration 76Q: 3 clusters Score -7042706 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 108209 members 
Entering Unmasked Estep 
Score: -7042708.500000 Penalty: 1078.687622
	Iteration 77Q: 3 clusters Score -7042708 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 108161 members 
Entering Unmasked Estep 
Score: -7042726.500000 Penalty: 1078.687622
	Iteration 78Q: 3 clusters Score -7042726 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 108099 members 
Entering Unmasked Estep 
Score: -7042743.500000 Penalty: 1078.687622
	Iteration 79Q: 3 clusters Score -7042744 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 108049 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7042744 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 108010 members 
Entering Unmasked Estep 
Score: -7042761.500000 Penalty: 1078.687622
	Iteration 81Q: 3 clusters Score -7042762 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 107986 members 
Entering Unmasked Estep 
Score: -7042755.500000 Penalty: 1078.687622
	Iteration 82Q: 3 clusters Score -7042756 nChanged 88
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Mstep: Class 1 contains 32639 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7042796 nChanged 85
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Mstep: Class 1 contains 32670 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7042808 nChanged 83
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Mstep: Class 1 contains 32685 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7042806 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32704 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7042824 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 107890 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7042842 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7042865 nChanged 86
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Mstep: Class 1 contains 32776 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7042879 nChanged 84
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Mstep: Class 1 contains 32814 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7042874 nChanged 80
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Mstep: Class 1 contains 32842 members 
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Entering Unmasked Estep 
Score: -7042881.500000 Penalty: 1078.687622
	Iteration 91Q: 3 clusters Score -7042882 nChanged 76
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7042892 nChanged 77
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Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 107706 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7042900 nChanged 68
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Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7042901 nChanged 60
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Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7042898 nChanged 68
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Mstep: Class 1 contains 32977 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7042891 nChanged 65
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Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 107603 members 
Entering Unmasked Estep 
Score: -7042914.500000 Penalty: 1078.687622
	Iteration 97Q: 3 clusters Score -7042914 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7042925 nChanged 77
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Mstep: Class 1 contains 33030 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7042924 nChanged 108
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Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 107565 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7042943 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33068 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33096 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 107465 members 
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Mstep: Class 2 contains 107437 members 
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Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 107380 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33350 members 
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Mstep: Class 1 contains 33426 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7043136 nChanged 189
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Mstep: Class 1 contains 33505 members 
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Mstep: Class 1 contains 33584 members 
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Mstep: Class 1 contains 33649 members 
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Mstep: Class 1 contains 33872 members 
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Mstep: Class 1 contains 33978 members 
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Mstep: Class 2 contains 106498 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 106328 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 106174 members 
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Mstep: Class 1 contains 34645 members 
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Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 105746 members 
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	Iteration 120F: 3 clusters Score -7043668 nChanged 468
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Mstep: Class 2 contains 105502 members 
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Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 105211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 104919 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7044198 nChanged 623
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	Iteration 126Q: 3 clusters Score -7044359 nChanged 684
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	Iteration 127Q: 3 clusters Score -7044538 nChanged 746
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	Iteration 128Q: 3 clusters Score -7044762 nChanged 711
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	Iteration 129Q: 3 clusters Score -7044942 nChanged 705
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	Iteration 130Q: 3 clusters Score -7045098 nChanged 688
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	Iteration 132Q: 3 clusters Score -7045367 nChanged 681
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	Iteration 140F: 3 clusters Score -7046555 nChanged 400
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	Iteration 160F: 3 clusters Score -7047514 nChanged 197
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	Iteration 180F: 3 clusters Score -7048160 nChanged 199
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	Iteration 182Q: 3 clusters Score -7048180 nChanged 169
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	Iteration 183Q: 3 clusters Score -7048180 nChanged 156
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	Iteration 189Q: 3 clusters Score -7048222 nChanged 95
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	Iteration 190Q: 3 clusters Score -7048222 nChanged 95
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	Iteration 192Q: 3 clusters Score -7048218 nChanged 81
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	Iteration 193Q: 3 clusters Score -7048216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 106635 members 
Entering Unmasked Estep 
Score: -7048221.500000 Penalty: 1078.687622
	Iteration 194Q: 3 clusters Score -7048222 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 106670 members 
Entering Unmasked Estep 
Score: -7048231.500000 Penalty: 1078.687622
	Iteration 195Q: 3 clusters Score -7048232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 106704 members 
Entering Unmasked Estep 
Score: -7048242.500000 Penalty: 1078.687622
	Iteration 196Q: 3 clusters Score -7048242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -7048247.500000 Penalty: 1078.687622
	Iteration 197Q: 3 clusters Score -7048248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -7048234.500000 Penalty: 1078.687622
	Iteration 198Q: 3 clusters Score -7048234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 106807 members 
Entering Unmasked Estep 
Score: -7048256.000000 Penalty: 1078.687622
	Iteration 199Q: 3 clusters Score -7048256 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 106826 members 
Entering Unmasked Estep 
Score: -7048235.000000 Penalty: 1078.687622
	Iteration 200F: 3 clusters Score -7048235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -7048228.500000 Penalty: 1078.687622
	Iteration 201Q: 3 clusters Score -7048228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 106882 members 
Entering Unmasked Estep 
Score: -7048226.500000 Penalty: 1078.687622
	Iteration 202Q: 3 clusters Score -7048226 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 106915 members 
Entering Unmasked Estep 
Score: -7048217.000000 Penalty: 1078.687622
	Iteration 203Q: 3 clusters Score -7048217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
Score: -7048225.500000 Penalty: 1078.687622
	Iteration 204Q: 3 clusters Score -7048226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 106977 members 
Entering Unmasked Estep 
Score: -7048224.500000 Penalty: 1078.687622
	Iteration 205Q: 3 clusters Score -7048224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 107010 members 
Entering Unmasked Estep 
Score: -7048226.500000 Penalty: 1078.687622
	Iteration 206Q: 3 clusters Score -7048226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -7048226.500000 Penalty: 1078.687622
	Iteration 207Q: 3 clusters Score -7048226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -7048233.500000 Penalty: 1078.687622
	Iteration 208Q: 3 clusters Score -7048234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 107071 members 
Entering Unmasked Estep 
Score: -7048237.500000 Penalty: 1078.687622
	Iteration 209Q: 3 clusters Score -7048238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 107102 members 
Entering Unmasked Estep 
Score: -7048239.500000 Penalty: 1078.687622
	Iteration 210Q: 3 clusters Score -7048240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 107127 members 
Entering Unmasked Estep 
Score: -7048238.000000 Penalty: 1078.687622
	Iteration 211Q: 3 clusters Score -7048238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -7048246.000000 Penalty: 1078.687622
	Iteration 212Q: 3 clusters Score -7048246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 107175 members 
Entering Unmasked Estep 
Score: -7048249.500000 Penalty: 1078.687622
	Iteration 213Q: 3 clusters Score -7048250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 107199 members 
Entering Unmasked Estep 
Score: -7048247.000000 Penalty: 1078.687622
	Iteration 214Q: 3 clusters Score -7048247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -7048255.000000 Penalty: 1078.687622
	Iteration 215Q: 3 clusters Score -7048255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -7048245.500000 Penalty: 1078.687622
	Iteration 216Q: 3 clusters Score -7048246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -7048266.500000 Penalty: 1078.687622
	Iteration 217Q: 3 clusters Score -7048266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 107283 members 
Entering Unmasked Estep 
Score: -7048260.500000 Penalty: 1078.687622
	Iteration 218Q: 3 clusters Score -7048260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -7048269.500000 Penalty: 1078.687622
	Iteration 219Q: 3 clusters Score -7048270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -7048264.000000 Penalty: 1078.687622
	Iteration 220F: 3 clusters Score -7048264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -7048259.000000 Penalty: 1078.687622
	Iteration 221Q: 3 clusters Score -7048259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 107349 members 
Entering Unmasked Estep 
Score: -7048271.000000 Penalty: 1078.687622
	Iteration 222Q: 3 clusters Score -7048271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 107361 members 
Entering Unmasked Estep 
Score: -7048278.000000 Penalty: 1078.687622
	Iteration 223Q: 3 clusters Score -7048278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 107368 members 
Entering Unmasked Estep 
Score: -7048266.500000 Penalty: 1078.687622
	Iteration 224Q: 3 clusters Score -7048266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 107379 members 
Entering Unmasked Estep 
Score: -7048274.000000 Penalty: 1078.687622
	Iteration 225Q: 3 clusters Score -7048274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 107389 members 
Entering Unmasked Estep 
Score: -7048271.000000 Penalty: 1078.687622
	Iteration 226Q: 3 clusters Score -7048271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -7048269.000000 Penalty: 1078.687622
	Iteration 227Q: 3 clusters Score -7048269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 107409 members 
Entering Unmasked Estep 
Score: -7048270.000000 Penalty: 1078.687622
	Iteration 228Q: 3 clusters Score -7048270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -7048268.500000 Penalty: 1078.687622
	Iteration 229Q: 3 clusters Score -7048268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -7048267.000000 Penalty: 1078.687622
	Iteration 230Q: 3 clusters Score -7048267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 107419 members 
Entering Unmasked Estep 
Score: -7048275.500000 Penalty: 1078.687622
	Iteration 231Q: 3 clusters Score -7048276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -7048272.500000 Penalty: 1078.687622
	Iteration 232Q: 3 clusters Score -7048272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -7048278.000000 Penalty: 1078.687622
	Iteration 233Q: 3 clusters Score -7048278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 107430 members 
Entering Unmasked Estep 
Score: -7048278.000000 Penalty: 1078.687622
	Iteration 234Q: 3 clusters Score -7048278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 107431 members 
Entering Unmasked Estep 
Score: -7048280.500000 Penalty: 1078.687622
	Iteration 235Q: 3 clusters Score -7048280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 107435 members 
Entering Unmasked Estep 
Score: -7048279.500000 Penalty: 1078.687622
	Iteration 236Q: 3 clusters Score -7048280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 107443 members 
Entering Unmasked Estep 
Score: -7048277.500000 Penalty: 1078.687622
	Iteration 237Q: 3 clusters Score -7048278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 107451 members 
Entering Unmasked Estep 
Score: -7048281.000000 Penalty: 1078.687622
	Iteration 238Q: 3 clusters Score -7048281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -7048284.000000 Penalty: 1078.687622
	Iteration 239Q: 3 clusters Score -7048284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 107464 members 
Entering Unmasked Estep 
Score: -7048280.000000 Penalty: 1078.687622
	Iteration 240F: 3 clusters Score -7048280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 107468 members 
Entering Unmasked Estep 
Score: -7048278.500000 Penalty: 1078.687622
	Iteration 241Q: 3 clusters Score -7048278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 107473 members 
Entering Unmasked Estep 
Score: -7048277.000000 Penalty: 1078.687622
	Iteration 242Q: 3 clusters Score -7048277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 107477 members 
Entering Unmasked Estep 
Score: -7048276.000000 Penalty: 1078.687622
	Iteration 243Q: 3 clusters Score -7048276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -7048275.000000 Penalty: 1078.687622
	Iteration 244Q: 3 clusters Score -7048275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 107481 members 
Entering Unmasked Estep 
Score: -7048273.000000 Penalty: 1078.687622
	Iteration 245Q: 3 clusters Score -7048273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -7048271.000000 Penalty: 1078.687622
	Iteration 246Q: 3 clusters Score -7048271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 107486 members 
Entering Unmasked Estep 
Score: -7048274.500000 Penalty: 1078.687622
	Iteration 247Q: 3 clusters Score -7048274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 107488 members 
Entering Unmasked Estep 
Score: -7048269.500000 Penalty: 1078.687622
	Iteration 248Q: 3 clusters Score -7048270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 107493 members 
Entering Unmasked Estep 
Score: -7048271.000000 Penalty: 1078.687622
	Iteration 249Q: 3 clusters Score -7048271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -7048270.500000 Penalty: 1078.687622
	Iteration 250Q: 3 clusters Score -7048270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 107496 members 
Entering Unmasked Estep 
Score: -7048263.500000 Penalty: 1078.687622
	Iteration 251Q: 3 clusters Score -7048264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -7048266.500000 Penalty: 1078.687622
	Iteration 252Q: 3 clusters Score -7048266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -7048258.000000 Penalty: 1078.687622
	Iteration 253Q: 3 clusters Score -7048258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -7048257.500000 Penalty: 1078.687622
	Iteration 254Q: 3 clusters Score -7048258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -7048257.000000 Penalty: 1078.687622
	Iteration 255Q: 3 clusters Score -7048257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -7048255.000000 Penalty: 1078.687622
	Iteration 256Q: 3 clusters Score -7048255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -7048257.000000 Penalty: 1078.687622
	Iteration 257Q: 3 clusters Score -7048257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 107504 members 
Entering Unmasked Estep 
Score: -7048256.500000 Penalty: 1078.687622
	Iteration 258Q: 3 clusters Score -7048256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 107504 members 
Entering Unmasked Estep 
Score: -7048256.500000 Penalty: 1078.687622
	Iteration 259F: 3 clusters Score -7048256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 51159 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 202155 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 144694 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107504 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1537 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 505 members 
Mstep: Class 52 contains 179148 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 394 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Entering Unmasked Estep 
Score: -90647368.000000 Penalty: 41539.402344
Splitting cluster 24 changes total score from -90642512.000000 to -90647368.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 25 (19333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Entering Unmasked Estep 
Score: -912104.187500 Penalty: 449.065369
	Iteration 0F: 2 clusters Score -912104.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -899287.250000 Penalty: 898.130737
	Iteration 0F: 3 clusters Score -899287.2 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -904604.125000 Penalty: 898.130737
	Iteration 1F: 3 clusters Score -904604.1 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -905097.812500 Penalty: 898.130737
	Iteration 2F: 3 clusters Score -905097.8 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -905827.437500 Penalty: 898.130737
	Iteration 3F: 3 clusters Score -905827.4 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -906793.937500 Penalty: 898.130737
	Iteration 4F: 3 clusters Score -906793.9 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -907840.625000 Penalty: 898.130737
	Iteration 5F: 3 clusters Score -907840.6 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -908915.125000 Penalty: 898.130737
	Iteration 6F: 3 clusters Score -908915.1 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -909690.375000 Penalty: 898.130737
	Iteration 7Q: 3 clusters Score -909690.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -910124.250000 Penalty: 898.130737
	Iteration 8Q: 3 clusters Score -910124.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -910399.687500 Penalty: 898.130737
	Iteration 9Q: 3 clusters Score -910399.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -910636.250000 Penalty: 898.130737
	Iteration 10Q: 3 clusters Score -910636.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -910842.000000 Penalty: 898.130737
	Iteration 11Q: 3 clusters Score -910842 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -911042.812500 Penalty: 898.130737
	Iteration 12Q: 3 clusters Score -911042.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -911214.625000 Penalty: 898.130737
	Iteration 13Q: 3 clusters Score -911214.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -911355.312500 Penalty: 898.130737
	Iteration 14Q: 3 clusters Score -911355.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -911484.125000 Penalty: 898.130737
	Iteration 15Q: 3 clusters Score -911484.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -911592.875000 Penalty: 898.130737
	Iteration 16Q: 3 clusters Score -911592.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -911666.937500 Penalty: 898.130737
	Iteration 17Q: 3 clusters Score -911666.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -911715.437500 Penalty: 898.130737
	Iteration 18Q: 3 clusters Score -911715.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -911762.312500 Penalty: 898.130737
	Iteration 19Q: 3 clusters Score -911762.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -911810.062500 Penalty: 898.130737
	Iteration 20F: 3 clusters Score -911810.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -911839.312500 Penalty: 898.130737
	Iteration 21Q: 3 clusters Score -911839.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -911853.812500 Penalty: 898.130737
	Iteration 22Q: 3 clusters Score -911853.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -911862.437500 Penalty: 898.130737
	Iteration 23Q: 3 clusters Score -911862.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -911870.312500 Penalty: 898.130737
	Iteration 24Q: 3 clusters Score -911870.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -911878.000000 Penalty: 898.130737
	Iteration 25Q: 3 clusters Score -911878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -911885.812500 Penalty: 898.130737
	Iteration 26Q: 3 clusters Score -911885.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -911887.750000 Penalty: 898.130737
	Iteration 27Q: 3 clusters Score -911887.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -911890.250000 Penalty: 898.130737
	Iteration 28Q: 3 clusters Score -911890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -911889.625000 Penalty: 898.130737
	Iteration 29Q: 3 clusters Score -911889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -911890.125000 Penalty: 898.130737
	Iteration 30Q: 3 clusters Score -911890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -911891.187500 Penalty: 898.130737
	Iteration 31Q: 3 clusters Score -911891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -911890.000000 Penalty: 898.130737
	Iteration 32Q: 3 clusters Score -911890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -911891.625000 Penalty: 898.130737
	Iteration 33Q: 3 clusters Score -911891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -911892.875000 Penalty: 898.130737
	Iteration 34Q: 3 clusters Score -911892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -911896.375000 Penalty: 898.130737
	Iteration 35Q: 3 clusters Score -911896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -911896.375000 Penalty: 898.130737
	Iteration 36Q: 3 clusters Score -911896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -911896.562500 Penalty: 898.130737
	Iteration 37Q: 3 clusters Score -911896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -911896.562500 Penalty: 898.130737
	Iteration 38F: 3 clusters Score -911896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Entering Unmasked Estep 
Score: -343507.687500 Penalty: 403.870087
	Iteration 0F: 2 clusters Score -343507.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -338761.500000 Penalty: 807.740173
	Iteration 0F: 3 clusters Score -338761.5 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -340614.656250 Penalty: 807.740173
	Iteration 1F: 3 clusters Score -340614.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -340734.937500 Penalty: 807.740173
	Iteration 2Q: 3 clusters Score -340734.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -340892.687500 Penalty: 807.740173
	Iteration 3Q: 3 clusters Score -340892.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -341126.781250 Penalty: 807.740173
	Iteration 4F: 3 clusters Score -341126.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -341381.625000 Penalty: 807.740173
	Iteration 5F: 3 clusters Score -341381.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -341733.562500 Penalty: 807.740173
	Iteration 6F: 3 clusters Score -341733.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -342088.000000 Penalty: 807.740173
	Iteration 7F: 3 clusters Score -342088 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -342337.468750 Penalty: 807.740173
	Iteration 8Q: 3 clusters Score -342337.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -342497.843750 Penalty: 807.740173
	Iteration 9Q: 3 clusters Score -342497.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -342605.156250 Penalty: 807.740173
	Iteration 10Q: 3 clusters Score -342605.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -342700.500000 Penalty: 807.740173
	Iteration 11Q: 3 clusters Score -342700.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -342789.343750 Penalty: 807.740173
	Iteration 12Q: 3 clusters Score -342789.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -342860.437500 Penalty: 807.740173
	Iteration 13Q: 3 clusters Score -342860.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -342917.781250 Penalty: 807.740173
	Iteration 14Q: 3 clusters Score -342917.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -342969.937500 Penalty: 807.740173
	Iteration 15Q: 3 clusters Score -342969.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -342997.625000 Penalty: 807.740173
	Iteration 16Q: 3 clusters Score -342997.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -343018.218750 Penalty: 807.740173
	Iteration 17Q: 3 clusters Score -343018.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -343039.843750 Penalty: 807.740173
	Iteration 18Q: 3 clusters Score -343039.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -343059.343750 Penalty: 807.740173
	Iteration 19Q: 3 clusters Score -343059.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -343073.875000 Penalty: 807.740173
	Iteration 20F: 3 clusters Score -343073.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -343090.312500 Penalty: 807.740173
	Iteration 21Q: 3 clusters Score -343090.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -343106.500000 Penalty: 807.740173
	Iteration 22Q: 3 clusters Score -343106.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -343116.875000 Penalty: 807.740173
	Iteration 23Q: 3 clusters Score -343116.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -343126.437500 Penalty: 807.740173
	Iteration 24Q: 3 clusters Score -343126.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -343136.343750 Penalty: 807.740173
	Iteration 25Q: 3 clusters Score -343136.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -343146.093750 Penalty: 807.740173
	Iteration 26Q: 3 clusters Score -343146.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -343153.937500 Penalty: 807.740173
	Iteration 27Q: 3 clusters Score -343153.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -343161.781250 Penalty: 807.740173
	Iteration 28Q: 3 clusters Score -343161.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -343167.687500 Penalty: 807.740173
	Iteration 29Q: 3 clusters Score -343167.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -343173.562500 Penalty: 807.740173
	Iteration 30Q: 3 clusters Score -343173.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -343178.968750 Penalty: 807.740173
	Iteration 31Q: 3 clusters Score -343179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -343183.875000 Penalty: 807.740173
	Iteration 32Q: 3 clusters Score -343183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -343188.187500 Penalty: 807.740173
	Iteration 33Q: 3 clusters Score -343188.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -343190.937500 Penalty: 807.740173
	Iteration 34Q: 3 clusters Score -343190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -343191.718750 Penalty: 807.740173
	Iteration 35Q: 3 clusters Score -343191.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -343192.562500 Penalty: 807.740173
	Iteration 36Q: 3 clusters Score -343192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -343192.781250 Penalty: 807.740173
	Iteration 37Q: 3 clusters Score -343192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -343192.781250 Penalty: 807.740173
	Iteration 38Q: 3 clusters Score -343192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -343192.937500 Penalty: 807.740173
	Iteration 39Q: 3 clusters Score -343192.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -343192.937500 Penalty: 807.740173
	Iteration 40F: 3 clusters Score -343192.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Entering Unmasked Estep 
Score: -385788.656250 Penalty: 407.390625
	Iteration 0F: 2 clusters Score -385788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -380617.000000 Penalty: 814.781250
	Iteration 0F: 3 clusters Score -380617 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -382767.343750 Penalty: 814.781250
	Iteration 1F: 3 clusters Score -382767.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -382979.531250 Penalty: 814.781250
	Iteration 2F: 3 clusters Score -382979.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -383166.687500 Penalty: 814.781250
	Iteration 3F: 3 clusters Score -383166.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -383344.468750 Penalty: 814.781250
	Iteration 4F: 3 clusters Score -383344.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -383501.906250 Penalty: 814.781250
	Iteration 5Q: 3 clusters Score -383501.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -383671.625000 Penalty: 814.781250
	Iteration 6Q: 3 clusters Score -383671.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -383863.906250 Penalty: 814.781250
	Iteration 7Q: 3 clusters Score -383863.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -384038.625000 Penalty: 814.781250
	Iteration 8Q: 3 clusters Score -384038.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -384226.343750 Penalty: 814.781250
	Iteration 9Q: 3 clusters Score -384226.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -384367.156250 Penalty: 814.781250
	Iteration 10Q: 3 clusters Score -384367.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -384442.156250 Penalty: 814.781250
	Iteration 11Q: 3 clusters Score -384442.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -384473.687500 Penalty: 814.781250
	Iteration 12Q: 3 clusters Score -384473.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -384489.062500 Penalty: 814.781250
	Iteration 13Q: 3 clusters Score -384489.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -384499.312500 Penalty: 814.781250
	Iteration 14Q: 3 clusters Score -384499.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -384503.625000 Penalty: 814.781250
	Iteration 15Q: 3 clusters Score -384503.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -384507.937500 Penalty: 814.781250
	Iteration 16Q: 3 clusters Score -384507.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -384509.656250 Penalty: 814.781250
	Iteration 17Q: 3 clusters Score -384509.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -384511.593750 Penalty: 814.781250
	Iteration 18Q: 3 clusters Score -384511.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -384514.187500 Penalty: 814.781250
	Iteration 19Q: 3 clusters Score -384514.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -384516.062500 Penalty: 814.781250
	Iteration 20F: 3 clusters Score -384516.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -384515.906250 Penalty: 814.781250
	Iteration 21Q: 3 clusters Score -384515.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -384516.250000 Penalty: 814.781250
	Iteration 22Q: 3 clusters Score -384516.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -384518.125000 Penalty: 814.781250
	Iteration 23Q: 3 clusters Score -384518.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -384518.250000 Penalty: 814.781250
	Iteration 24Q: 3 clusters Score -384518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -384518.531250 Penalty: 814.781250
	Iteration 25Q: 3 clusters Score -384518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -384517.687500 Penalty: 814.781250
	Iteration 26Q: 3 clusters Score -384517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -384516.656250 Penalty: 814.781250
	Iteration 27Q: 3 clusters Score -384516.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -384517.437500 Penalty: 814.781250
	Iteration 28Q: 3 clusters Score -384517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -384517.656250 Penalty: 814.781250
	Iteration 29Q: 3 clusters Score -384517.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -384517.468750 Penalty: 814.781250
	Iteration 30Q: 3 clusters Score -384517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -384518.281250 Penalty: 814.781250
	Iteration 31Q: 3 clusters Score -384518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -384518.625000 Penalty: 814.781250
	Iteration 32Q: 3 clusters Score -384518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -384518.718750 Penalty: 814.781250
	Iteration 33Q: 3 clusters Score -384518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -384519.000000 Penalty: 814.781250
	Iteration 34Q: 3 clusters Score -384519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -384518.937500 Penalty: 814.781250
	Iteration 35Q: 3 clusters Score -384518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -384518.437500 Penalty: 814.781250
	Iteration 36Q: 3 clusters Score -384518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -384518.843750 Penalty: 814.781250
	Iteration 37Q: 3 clusters Score -384518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -384519.250000 Penalty: 814.781250
	Iteration 38Q: 3 clusters Score -384519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -384519.593750 Penalty: 814.781250
	Iteration 39Q: 3 clusters Score -384519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -384519.468750 Penalty: 814.781250
	Iteration 40F: 3 clusters Score -384519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -384518.656250 Penalty: 814.781250
	Iteration 41Q: 3 clusters Score -384518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -384519.031250 Penalty: 814.781250
	Iteration 42Q: 3 clusters Score -384519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -384519.875000 Penalty: 814.781250
	Iteration 43Q: 3 clusters Score -384519.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -384519.187500 Penalty: 814.781250
	Iteration 44Q: 3 clusters Score -384519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -384519.187500 Penalty: 814.781250
	Iteration 45F: 3 clusters Score -384519.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (51159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Entering Unmasked Estep 
Score: -2503323.000000 Penalty: 493.342560
	Iteration 0F: 2 clusters Score -2503323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -2468817.500000 Penalty: 986.685120
	Iteration 0F: 3 clusters Score -2468818 nChanged 24893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2484552.250000 Penalty: 986.685120
	Iteration 1F: 3 clusters Score -2484552 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2486211.500000 Penalty: 986.685120
	Iteration 2F: 3 clusters Score -2486212 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2489326.000000 Penalty: 986.685120
	Iteration 3F: 3 clusters Score -2489326 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2493388.750000 Penalty: 986.685120
	Iteration 4F: 3 clusters Score -2493389 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2496428.500000 Penalty: 986.685120
	Iteration 5F: 3 clusters Score -2496428 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2497674.000000 Penalty: 986.685120
	Iteration 6Q: 3 clusters Score -2497674 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2498350.250000 Penalty: 986.685120
	Iteration 7Q: 3 clusters Score -2498350 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2498909.500000 Penalty: 986.685120
	Iteration 8Q: 3 clusters Score -2498910 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2499455.250000 Penalty: 986.685120
	Iteration 9Q: 3 clusters Score -2499455 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2499999.750000 Penalty: 986.685120
	Iteration 10Q: 3 clusters Score -2500000 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2500592.500000 Penalty: 986.685120
	Iteration 11Q: 3 clusters Score -2500592 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2501291.000000 Penalty: 986.685120
	Iteration 12Q: 3 clusters Score -2501291 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2501930.750000 Penalty: 986.685120
	Iteration 13Q: 3 clusters Score -2501931 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2502445.000000 Penalty: 986.685120
	Iteration 14Q: 3 clusters Score -2502445 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2502792.500000 Penalty: 986.685120
	Iteration 15Q: 3 clusters Score -2502792 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2503022.750000 Penalty: 986.685120
	Iteration 16Q: 3 clusters Score -2503023 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2503156.250000 Penalty: 986.685120
	Iteration 17Q: 3 clusters Score -2503156 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2503221.000000 Penalty: 986.685120
	Iteration 18Q: 3 clusters Score -2503221 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2503275.500000 Penalty: 986.685120
	Iteration 19Q: 3 clusters Score -2503276 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2503306.250000 Penalty: 986.685120
	Iteration 20F: 3 clusters Score -2503306 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2503311.750000 Penalty: 986.685120
	Iteration 21Q: 3 clusters Score -2503312 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2503333.500000 Penalty: 986.685120
	Iteration 22Q: 3 clusters Score -2503334 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2503334.500000 Penalty: 986.685120
	Iteration 23Q: 3 clusters Score -2503334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2503335.750000 Penalty: 986.685120
	Iteration 24Q: 3 clusters Score -2503336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2503340.750000 Penalty: 986.685120
	Iteration 25Q: 3 clusters Score -2503341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2503352.000000 Penalty: 986.685120
	Iteration 26Q: 3 clusters Score -2503352 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2503355.250000 Penalty: 986.685120
	Iteration 27Q: 3 clusters Score -2503355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2503361.250000 Penalty: 986.685120
	Iteration 28Q: 3 clusters Score -2503361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2503370.250000 Penalty: 986.685120
	Iteration 29Q: 3 clusters Score -2503370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2503369.750000 Penalty: 986.685120
	Iteration 30Q: 3 clusters Score -2503370 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2503375.250000 Penalty: 986.685120
	Iteration 31Q: 3 clusters Score -2503375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2503383.750000 Penalty: 986.685120
	Iteration 32Q: 3 clusters Score -2503384 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2503386.250000 Penalty: 986.685120
	Iteration 33Q: 3 clusters Score -2503386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2503391.750000 Penalty: 986.685120
	Iteration 34Q: 3 clusters Score -2503392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2503389.750000 Penalty: 986.685120
	Iteration 35Q: 3 clusters Score -2503390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2503386.750000 Penalty: 986.685120
	Iteration 36Q: 3 clusters Score -2503387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2503390.000000 Penalty: 986.685120
	Iteration 37Q: 3 clusters Score -2503390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2503390.500000 Penalty: 986.685120
	Iteration 38Q: 3 clusters Score -2503390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2503390.250000 Penalty: 986.685120
	Iteration 39Q: 3 clusters Score -2503390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2503391.250000 Penalty: 986.685120
	Iteration 40F: 3 clusters Score -2503391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2503395.750000 Penalty: 986.685120
	Iteration 41Q: 3 clusters Score -2503396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2503395.000000 Penalty: 986.685120
	Iteration 42Q: 3 clusters Score -2503395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2503396.250000 Penalty: 986.685120
	Iteration 43Q: 3 clusters Score -2503396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2503401.250000 Penalty: 986.685120
	Iteration 44Q: 3 clusters Score -2503401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2503403.500000 Penalty: 986.685120
	Iteration 45Q: 3 clusters Score -2503404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2503410.250000 Penalty: 986.685120
	Iteration 46Q: 3 clusters Score -2503410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2503410.750000 Penalty: 986.685120
	Iteration 47Q: 3 clusters Score -2503411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2503407.750000 Penalty: 986.685120
	Iteration 48Q: 3 clusters Score -2503408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2503408.250000 Penalty: 986.685120
	Iteration 49Q: 3 clusters Score -2503408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2503405.500000 Penalty: 986.685120
	Iteration 50Q: 3 clusters Score -2503406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2503406.500000 Penalty: 986.685120
	Iteration 51Q: 3 clusters Score -2503406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2503414.750000 Penalty: 986.685120
	Iteration 52Q: 3 clusters Score -2503415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2503417.500000 Penalty: 986.685120
	Iteration 53Q: 3 clusters Score -2503418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2503418.250000 Penalty: 986.685120
	Iteration 54Q: 3 clusters Score -2503418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2503414.250000 Penalty: 986.685120
	Iteration 55Q: 3 clusters Score -2503414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2503418.500000 Penalty: 986.685120
	Iteration 56Q: 3 clusters Score -2503418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2503420.000000 Penalty: 986.685120
	Iteration 57Q: 3 clusters Score -2503420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2503414.500000 Penalty: 986.685120
	Iteration 58Q: 3 clusters Score -2503414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2503408.500000 Penalty: 986.685120
	Iteration 59Q: 3 clusters Score -2503408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2503402.750000 Penalty: 986.685120
	Iteration 60F: 3 clusters Score -2503403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2503403.750000 Penalty: 986.685120
	Iteration 61Q: 3 clusters Score -2503404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2503405.000000 Penalty: 986.685120
	Iteration 62Q: 3 clusters Score -2503405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2503411.000000 Penalty: 986.685120
	Iteration 63Q: 3 clusters Score -2503411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2503415.500000 Penalty: 986.685120
	Iteration 64Q: 3 clusters Score -2503416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2503412.000000 Penalty: 986.685120
	Iteration 65Q: 3 clusters Score -2503412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2503418.250000 Penalty: 986.685120
	Iteration 66Q: 3 clusters Score -2503418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2503420.250000 Penalty: 986.685120
	Iteration 67Q: 3 clusters Score -2503420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2503418.500000 Penalty: 986.685120
	Iteration 68Q: 3 clusters Score -2503418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2503415.750000 Penalty: 986.685120
	Iteration 69Q: 3 clusters Score -2503416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2503418.000000 Penalty: 986.685120
	Iteration 70Q: 3 clusters Score -2503418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2503416.250000 Penalty: 986.685120
	Iteration 71Q: 3 clusters Score -2503416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2503417.000000 Penalty: 986.685120
	Iteration 72Q: 3 clusters Score -2503417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2503414.500000 Penalty: 986.685120
	Iteration 73Q: 3 clusters Score -2503414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2503418.000000 Penalty: 986.685120
	Iteration 74Q: 3 clusters Score -2503418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2503418.000000 Penalty: 986.685120
	Iteration 75Q: 3 clusters Score -2503418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2503419.750000 Penalty: 986.685120
	Iteration 76Q: 3 clusters Score -2503420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2503419.750000 Penalty: 986.685120
	Iteration 77Q: 3 clusters Score -2503420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2503424.000000 Penalty: 986.685120
	Iteration 78Q: 3 clusters Score -2503424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2503425.750000 Penalty: 986.685120
	Iteration 79Q: 3 clusters Score -2503426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2503426.000000 Penalty: 986.685120
	Iteration 80F: 3 clusters Score -2503426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2503420.250000 Penalty: 986.685120
	Iteration 81Q: 3 clusters Score -2503420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2503419.000000 Penalty: 986.685120
	Iteration 82Q: 3 clusters Score -2503419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2503423.000000 Penalty: 986.685120
	Iteration 83Q: 3 clusters Score -2503423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2503423.250000 Penalty: 986.685120
	Iteration 84Q: 3 clusters Score -2503423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2503424.750000 Penalty: 986.685120
	Iteration 85Q: 3 clusters Score -2503425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2503425.500000 Penalty: 986.685120
	Iteration 86Q: 3 clusters Score -2503426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2503424.250000 Penalty: 986.685120
	Iteration 87Q: 3 clusters Score -2503424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2503422.500000 Penalty: 986.685120
	Iteration 88Q: 3 clusters Score -2503422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2503417.750000 Penalty: 986.685120
	Iteration 89Q: 3 clusters Score -2503418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2503418.250000 Penalty: 986.685120
	Iteration 90Q: 3 clusters Score -2503418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2503424.250000 Penalty: 986.685120
	Iteration 91Q: 3 clusters Score -2503424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2503426.250000 Penalty: 986.685120
	Iteration 92Q: 3 clusters Score -2503426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2503429.750000 Penalty: 986.685120
	Iteration 93Q: 3 clusters Score -2503430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2503433.250000 Penalty: 986.685120
	Iteration 94Q: 3 clusters Score -2503433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2503431.750000 Penalty: 986.685120
	Iteration 95Q: 3 clusters Score -2503432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2503434.750000 Penalty: 986.685120
	Iteration 96Q: 3 clusters Score -2503435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2503438.500000 Penalty: 986.685120
	Iteration 97Q: 3 clusters Score -2503438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2503439.000000 Penalty: 986.685120
	Iteration 98Q: 3 clusters Score -2503439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2503440.000000 Penalty: 986.685120
	Iteration 99Q: 3 clusters Score -2503440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2503435.000000 Penalty: 986.685120
	Iteration 100F: 3 clusters Score -2503435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2503432.250000 Penalty: 986.685120
	Iteration 101Q: 3 clusters Score -2503432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2503435.750000 Penalty: 986.685120
	Iteration 102Q: 3 clusters Score -2503436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2503438.000000 Penalty: 986.685120
	Iteration 103Q: 3 clusters Score -2503438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2503439.750000 Penalty: 986.685120
	Iteration 104Q: 3 clusters Score -2503440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2503439.750000 Penalty: 986.685120
	Iteration 105Q: 3 clusters Score -2503440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2503442.500000 Penalty: 986.685120
	Iteration 106Q: 3 clusters Score -2503442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2503440.250000 Penalty: 986.685120
	Iteration 107Q: 3 clusters Score -2503440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2503439.500000 Penalty: 986.685120
	Iteration 108Q: 3 clusters Score -2503440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2503438.250000 Penalty: 986.685120
	Iteration 109Q: 3 clusters Score -2503438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2503439.500000 Penalty: 986.685120
	Iteration 110Q: 3 clusters Score -2503440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2503441.250000 Penalty: 986.685120
	Iteration 111Q: 3 clusters Score -2503441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2503439.750000 Penalty: 986.685120
	Iteration 112Q: 3 clusters Score -2503440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2503441.000000 Penalty: 986.685120
	Iteration 113Q: 3 clusters Score -2503441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2503439.000000 Penalty: 986.685120
	Iteration 114Q: 3 clusters Score -2503439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2503439.000000 Penalty: 986.685120
	Iteration 115F: 3 clusters Score -2503439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 202155 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 144694 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107504 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1537 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 505 members 
Mstep: Class 52 contains 179148 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 394 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Mstep: Class 64 contains 13858 members 
Entering Unmasked Estep 
Score: -90646936.000000 Penalty: 42198.757812
Splitting cluster 28 changes total score from -90642512.000000 to -90646936.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 29 (8038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Entering Unmasked Estep 
Score: -422126.312500 Penalty: 409.133087
	Iteration 0F: 2 clusters Score -422126.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -416764.687500 Penalty: 818.266174
	Iteration 0F: 3 clusters Score -416764.7 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -418772.156250 Penalty: 818.266174
	Iteration 1F: 3 clusters Score -418772.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -418904.187500 Penalty: 818.266174
	Iteration 2F: 3 clusters Score -418904.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -419042.187500 Penalty: 818.266174
	Iteration 3Q: 3 clusters Score -419042.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -419228.281250 Penalty: 818.266174
	Iteration 4Q: 3 clusters Score -419228.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -419502.125000 Penalty: 818.266174
	Iteration 5F: 3 clusters Score -419502.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -419846.531250 Penalty: 818.266174
	Iteration 6F: 3 clusters Score -419846.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -420227.750000 Penalty: 818.266174
	Iteration 7F: 3 clusters Score -420227.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -420602.156250 Penalty: 818.266174
	Iteration 8F: 3 clusters Score -420602.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -420794.812500 Penalty: 818.266174
	Iteration 9Q: 3 clusters Score -420794.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -420870.750000 Penalty: 818.266174
	Iteration 10Q: 3 clusters Score -420870.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -420901.031250 Penalty: 818.266174
	Iteration 11Q: 3 clusters Score -420901 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -420916.093750 Penalty: 818.266174
	Iteration 12Q: 3 clusters Score -420916.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -420927.343750 Penalty: 818.266174
	Iteration 13Q: 3 clusters Score -420927.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -420939.656250 Penalty: 818.266174
	Iteration 14Q: 3 clusters Score -420939.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -420952.156250 Penalty: 818.266174
	Iteration 15Q: 3 clusters Score -420952.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -420964.312500 Penalty: 818.266174
	Iteration 16Q: 3 clusters Score -420964.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -420971.875000 Penalty: 818.266174
	Iteration 17Q: 3 clusters Score -420971.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -420980.343750 Penalty: 818.266174
	Iteration 18Q: 3 clusters Score -420980.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -420985.343750 Penalty: 818.266174
	Iteration 19Q: 3 clusters Score -420985.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -420989.968750 Penalty: 818.266174
	Iteration 20F: 3 clusters Score -420990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -420995.406250 Penalty: 818.266174
	Iteration 21Q: 3 clusters Score -420995.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -421002.156250 Penalty: 818.266174
	Iteration 22Q: 3 clusters Score -421002.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -421005.343750 Penalty: 818.266174
	Iteration 23Q: 3 clusters Score -421005.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -421007.718750 Penalty: 818.266174
	Iteration 24Q: 3 clusters Score -421007.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -421009.781250 Penalty: 818.266174
	Iteration 25Q: 3 clusters Score -421009.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -421013.062500 Penalty: 818.266174
	Iteration 26Q: 3 clusters Score -421013.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -421013.843750 Penalty: 818.266174
	Iteration 27Q: 3 clusters Score -421013.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -421016.656250 Penalty: 818.266174
	Iteration 28Q: 3 clusters Score -421016.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -421021.500000 Penalty: 818.266174
	Iteration 29Q: 3 clusters Score -421021.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -421024.625000 Penalty: 818.266174
	Iteration 30Q: 3 clusters Score -421024.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -421029.531250 Penalty: 818.266174
	Iteration 31Q: 3 clusters Score -421029.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -421033.593750 Penalty: 818.266174
	Iteration 32Q: 3 clusters Score -421033.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -421036.281250 Penalty: 818.266174
	Iteration 33Q: 3 clusters Score -421036.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -421041.062500 Penalty: 818.266174
	Iteration 34Q: 3 clusters Score -421041.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -421044.406250 Penalty: 818.266174
	Iteration 35Q: 3 clusters Score -421044.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -421047.187500 Penalty: 818.266174
	Iteration 36Q: 3 clusters Score -421047.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -421051.093750 Penalty: 818.266174
	Iteration 37Q: 3 clusters Score -421051.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -421051.843750 Penalty: 818.266174
	Iteration 38Q: 3 clusters Score -421051.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -421052.750000 Penalty: 818.266174
	Iteration 39Q: 3 clusters Score -421052.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -421054.500000 Penalty: 818.266174
	Iteration 40F: 3 clusters Score -421054.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -421056.031250 Penalty: 818.266174
	Iteration 41Q: 3 clusters Score -421056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -421058.093750 Penalty: 818.266174
	Iteration 42Q: 3 clusters Score -421058.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -421059.156250 Penalty: 818.266174
	Iteration 43Q: 3 clusters Score -421059.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -421061.781250 Penalty: 818.266174
	Iteration 44Q: 3 clusters Score -421061.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -421062.812500 Penalty: 818.266174
	Iteration 45Q: 3 clusters Score -421062.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -421063.125000 Penalty: 818.266174
	Iteration 46Q: 3 clusters Score -421063.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -421066.281250 Penalty: 818.266174
	Iteration 47Q: 3 clusters Score -421066.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -421066.718750 Penalty: 818.266174
	Iteration 48Q: 3 clusters Score -421066.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -421067.093750 Penalty: 818.266174
	Iteration 49Q: 3 clusters Score -421067.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -421067.781250 Penalty: 818.266174
	Iteration 50Q: 3 clusters Score -421067.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -421068.031250 Penalty: 818.266174
	Iteration 51Q: 3 clusters Score -421068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -421069.562500 Penalty: 818.266174
	Iteration 52Q: 3 clusters Score -421069.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -421070.218750 Penalty: 818.266174
	Iteration 53Q: 3 clusters Score -421070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -421070.687500 Penalty: 818.266174
	Iteration 54Q: 3 clusters Score -421070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -421070.250000 Penalty: 818.266174
	Iteration 55Q: 3 clusters Score -421070.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -421070.656250 Penalty: 818.266174
	Iteration 56Q: 3 clusters Score -421070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -421071.156250 Penalty: 818.266174
	Iteration 57Q: 3 clusters Score -421071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -421071.312500 Penalty: 818.266174
	Iteration 58Q: 3 clusters Score -421071.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -421071.531250 Penalty: 818.266174
	Iteration 59Q: 3 clusters Score -421071.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -421072.781250 Penalty: 818.266174
	Iteration 60F: 3 clusters Score -421072.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -421074.625000 Penalty: 818.266174
	Iteration 61Q: 3 clusters Score -421074.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -421076.093750 Penalty: 818.266174
	Iteration 62Q: 3 clusters Score -421076.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -421079.656250 Penalty: 818.266174
	Iteration 63Q: 3 clusters Score -421079.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -421082.937500 Penalty: 818.266174
	Iteration 64Q: 3 clusters Score -421082.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -421084.687500 Penalty: 818.266174
	Iteration 65Q: 3 clusters Score -421084.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -421084.343750 Penalty: 818.266174
	Iteration 66Q: 3 clusters Score -421084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -421085.187500 Penalty: 818.266174
	Iteration 67Q: 3 clusters Score -421085.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -421084.812500 Penalty: 818.266174
	Iteration 68Q: 3 clusters Score -421084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -421086.062500 Penalty: 818.266174
	Iteration 69Q: 3 clusters Score -421086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -421086.125000 Penalty: 818.266174
	Iteration 70Q: 3 clusters Score -421086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -421087.312500 Penalty: 818.266174
	Iteration 71Q: 3 clusters Score -421087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -421086.812500 Penalty: 818.266174
	Iteration 72Q: 3 clusters Score -421086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -421087.312500 Penalty: 818.266174
	Iteration 73Q: 3 clusters Score -421087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -421087.593750 Penalty: 818.266174
	Iteration 74Q: 3 clusters Score -421087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -421088.093750 Penalty: 818.266174
	Iteration 75Q: 3 clusters Score -421088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -421087.718750 Penalty: 818.266174
	Iteration 76Q: 3 clusters Score -421087.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -421087.687500 Penalty: 818.266174
	Iteration 77Q: 3 clusters Score -421087.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -421088.593750 Penalty: 818.266174
	Iteration 78Q: 3 clusters Score -421088.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -421088.781250 Penalty: 818.266174
	Iteration 79Q: 3 clusters Score -421088.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -421090.937500 Penalty: 818.266174
	Iteration 80F: 3 clusters Score -421090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -421092.250000 Penalty: 818.266174
	Iteration 81Q: 3 clusters Score -421092.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -421092.031250 Penalty: 818.266174
	Iteration 82Q: 3 clusters Score -421092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -421094.468750 Penalty: 818.266174
	Iteration 83Q: 3 clusters Score -421094.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -421095.093750 Penalty: 818.266174
	Iteration 84Q: 3 clusters Score -421095.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -421098.312500 Penalty: 818.266174
	Iteration 85Q: 3 clusters Score -421098.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -421099.812500 Penalty: 818.266174
	Iteration 86Q: 3 clusters Score -421099.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -421100.500000 Penalty: 818.266174
	Iteration 87Q: 3 clusters Score -421100.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -421101.906250 Penalty: 818.266174
	Iteration 88Q: 3 clusters Score -421101.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -421102.281250 Penalty: 818.266174
	Iteration 89Q: 3 clusters Score -421102.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -421104.906250 Penalty: 818.266174
	Iteration 90Q: 3 clusters Score -421104.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -421106.187500 Penalty: 818.266174
	Iteration 91Q: 3 clusters Score -421106.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -421108.187500 Penalty: 818.266174
	Iteration 92Q: 3 clusters Score -421108.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -421108.406250 Penalty: 818.266174
	Iteration 93Q: 3 clusters Score -421108.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -421110.906250 Penalty: 818.266174
	Iteration 94Q: 3 clusters Score -421110.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -421115.750000 Penalty: 818.266174
	Iteration 95Q: 3 clusters Score -421115.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -421119.875000 Penalty: 818.266174
	Iteration 96Q: 3 clusters Score -421119.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -421126.406250 Penalty: 818.266174
	Iteration 97Q: 3 clusters Score -421126.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -421132.593750 Penalty: 818.266174
	Iteration 98Q: 3 clusters Score -421132.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -421142.468750 Penalty: 818.266174
	Iteration 99Q: 3 clusters Score -421142.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -421148.812500 Penalty: 818.266174
	Iteration 100F: 3 clusters Score -421148.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -421152.781250 Penalty: 818.266174
	Iteration 101Q: 3 clusters Score -421152.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -421158.500000 Penalty: 818.266174
	Iteration 102Q: 3 clusters Score -421158.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -421160.656250 Penalty: 818.266174
	Iteration 103Q: 3 clusters Score -421160.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -421162.156250 Penalty: 818.266174
	Iteration 104Q: 3 clusters Score -421162.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -421164.250000 Penalty: 818.266174
	Iteration 105Q: 3 clusters Score -421164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -421165.062500 Penalty: 818.266174
	Iteration 106Q: 3 clusters Score -421165.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -421166.531250 Penalty: 818.266174
	Iteration 107Q: 3 clusters Score -421166.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -421167.968750 Penalty: 818.266174
	Iteration 108Q: 3 clusters Score -421168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -421168.875000 Penalty: 818.266174
	Iteration 109Q: 3 clusters Score -421168.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -421169.500000 Penalty: 818.266174
	Iteration 110Q: 3 clusters Score -421169.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -421172.031250 Penalty: 818.266174
	Iteration 111Q: 3 clusters Score -421172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -421173.218750 Penalty: 818.266174
	Iteration 112Q: 3 clusters Score -421173.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -421174.968750 Penalty: 818.266174
	Iteration 113Q: 3 clusters Score -421175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -421177.062500 Penalty: 818.266174
	Iteration 114Q: 3 clusters Score -421177.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -421179.437500 Penalty: 818.266174
	Iteration 115Q: 3 clusters Score -421179.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -421180.218750 Penalty: 818.266174
	Iteration 116Q: 3 clusters Score -421180.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -421181.562500 Penalty: 818.266174
	Iteration 117Q: 3 clusters Score -421181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -421181.656250 Penalty: 818.266174
	Iteration 118Q: 3 clusters Score -421181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -421181.875000 Penalty: 818.266174
	Iteration 119Q: 3 clusters Score -421181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -421182.343750 Penalty: 818.266174
	Iteration 120F: 3 clusters Score -421182.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -421183.218750 Penalty: 818.266174
	Iteration 121Q: 3 clusters Score -421183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -421184.000000 Penalty: 818.266174
	Iteration 122Q: 3 clusters Score -421184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -421184.250000 Penalty: 818.266174
	Iteration 123Q: 3 clusters Score -421184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -421186.156250 Penalty: 818.266174
	Iteration 124Q: 3 clusters Score -421186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -421186.281250 Penalty: 818.266174
	Iteration 125Q: 3 clusters Score -421186.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -421187.562500 Penalty: 818.266174
	Iteration 126Q: 3 clusters Score -421187.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -421189.843750 Penalty: 818.266174
	Iteration 127Q: 3 clusters Score -421189.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -421192.750000 Penalty: 818.266174
	Iteration 128Q: 3 clusters Score -421192.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -421195.625000 Penalty: 818.266174
	Iteration 129Q: 3 clusters Score -421195.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -421200.000000 Penalty: 818.266174
	Iteration 130Q: 3 clusters Score -421200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -421202.968750 Penalty: 818.266174
	Iteration 131Q: 3 clusters Score -421203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -421205.031250 Penalty: 818.266174
	Iteration 132Q: 3 clusters Score -421205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -421209.968750 Penalty: 818.266174
	Iteration 133Q: 3 clusters Score -421210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -421214.375000 Penalty: 818.266174
	Iteration 134Q: 3 clusters Score -421214.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -421220.593750 Penalty: 818.266174
	Iteration 135Q: 3 clusters Score -421220.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -421225.781250 Penalty: 818.266174
	Iteration 136Q: 3 clusters Score -421225.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -421233.656250 Penalty: 818.266174
	Iteration 137Q: 3 clusters Score -421233.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -421238.562500 Penalty: 818.266174
	Iteration 138Q: 3 clusters Score -421238.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -421244.187500 Penalty: 818.266174
	Iteration 139Q: 3 clusters Score -421244.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -421248.218750 Penalty: 818.266174
	Iteration 140F: 3 clusters Score -421248.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -421251.281250 Penalty: 818.266174
	Iteration 141Q: 3 clusters Score -421251.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -421255.812500 Penalty: 818.266174
	Iteration 142Q: 3 clusters Score -421255.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -421257.468750 Penalty: 818.266174
	Iteration 143Q: 3 clusters Score -421257.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -421262.343750 Penalty: 818.266174
	Iteration 144Q: 3 clusters Score -421262.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -421267.750000 Penalty: 818.266174
	Iteration 145Q: 3 clusters Score -421267.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -421273.687500 Penalty: 818.266174
	Iteration 146Q: 3 clusters Score -421273.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -421277.156250 Penalty: 818.266174
	Iteration 147Q: 3 clusters Score -421277.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -421278.906250 Penalty: 818.266174
	Iteration 148Q: 3 clusters Score -421278.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -421279.906250 Penalty: 818.266174
	Iteration 149Q: 3 clusters Score -421279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -421280.812500 Penalty: 818.266174
	Iteration 150Q: 3 clusters Score -421280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -421280.375000 Penalty: 818.266174
	Iteration 151Q: 3 clusters Score -421280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -421280.343750 Penalty: 818.266174
	Iteration 152Q: 3 clusters Score -421280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -421280.875000 Penalty: 818.266174
	Iteration 153Q: 3 clusters Score -421280.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -421280.875000 Penalty: 818.266174
	Iteration 154F: 3 clusters Score -421280.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -14896.014648 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -14896.01 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 220 members 
Entering Unmasked Estep 
Score: -14477.059570 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -14477.06 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14596.595703 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -14596.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14635.774414 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -14635.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14674.548828 Penalty: 549.010864
	Iteration 3F: 3 clusters Score -14674.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14706.398438 Penalty: 549.010864
	Iteration 4F: 3 clusters Score -14706.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -14742.492188 Penalty: 549.010864
	Iteration 5F: 3 clusters Score -14742.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14747.324219 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -14747.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14749.555664 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -14749.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14752.662109 Penalty: 549.010864
	Iteration 8Q: 3 clusters Score -14752.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14754.041992 Penalty: 549.010864
	Iteration 9Q: 3 clusters Score -14754.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14754.154297 Penalty: 549.010864
	Iteration 10Q: 3 clusters Score -14754.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14754.299805 Penalty: 549.010864
	Iteration 11Q: 3 clusters Score -14754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -14755.025391 Penalty: 549.010864
	Iteration 12Q: 3 clusters Score -14755.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -14757.466797 Penalty: 549.010864
	Iteration 13Q: 3 clusters Score -14757.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -14758.447266 Penalty: 549.010864
	Iteration 14Q: 3 clusters Score -14758.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -14758.802734 Penalty: 549.010864
	Iteration 15Q: 3 clusters Score -14758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -14762.395508 Penalty: 549.010864
	Iteration 16Q: 3 clusters Score -14762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14762.653320 Penalty: 549.010864
	Iteration 17Q: 3 clusters Score -14762.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -14762.700195 Penalty: 549.010864
	Iteration 18Q: 3 clusters Score -14762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -14762.700195 Penalty: 549.010864
	Iteration 19F: 3 clusters Score -14762.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -96097.984375 Penalty: 352.809387
	Iteration 0F: 2 clusters Score -96097.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -94436.195312 Penalty: 705.618774
	Iteration 0F: 3 clusters Score -94436.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -95035.539062 Penalty: 705.618774
	Iteration 1F: 3 clusters Score -95035.54 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -95170.453125 Penalty: 705.618774
	Iteration 2F: 3 clusters Score -95170.45 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -95297.718750 Penalty: 705.618774
	Iteration 3F: 3 clusters Score -95297.72 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -95419.953125 Penalty: 705.618774
	Iteration 4F: 3 clusters Score -95419.95 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -95470.664062 Penalty: 705.618774
	Iteration 5Q: 3 clusters Score -95470.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -95497.093750 Penalty: 705.618774
	Iteration 6Q: 3 clusters Score -95497.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -95522.679688 Penalty: 705.618774
	Iteration 7Q: 3 clusters Score -95522.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -95551.906250 Penalty: 705.618774
	Iteration 8Q: 3 clusters Score -95551.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -95571.726562 Penalty: 705.618774
	Iteration 9Q: 3 clusters Score -95571.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -95592.039062 Penalty: 705.618774
	Iteration 10Q: 3 clusters Score -95592.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -95608.859375 Penalty: 705.618774
	Iteration 11Q: 3 clusters Score -95608.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -95623.664062 Penalty: 705.618774
	Iteration 12Q: 3 clusters Score -95623.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -95636.500000 Penalty: 705.618774
	Iteration 13Q: 3 clusters Score -95636.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -95651.781250 Penalty: 705.618774
	Iteration 14Q: 3 clusters Score -95651.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -95666.664062 Penalty: 705.618774
	Iteration 15Q: 3 clusters Score -95666.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -95682.515625 Penalty: 705.618774
	Iteration 16Q: 3 clusters Score -95682.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -95702.625000 Penalty: 705.618774
	Iteration 17Q: 3 clusters Score -95702.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -95720.773438 Penalty: 705.618774
	Iteration 18Q: 3 clusters Score -95720.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -95731.539062 Penalty: 705.618774
	Iteration 19Q: 3 clusters Score -95731.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -95742.804688 Penalty: 705.618774
	Iteration 20F: 3 clusters Score -95742.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -95757.335938 Penalty: 705.618774
	Iteration 21Q: 3 clusters Score -95757.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -95782.218750 Penalty: 705.618774
	Iteration 22Q: 3 clusters Score -95782.22 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -95817.796875 Penalty: 705.618774
	Iteration 23Q: 3 clusters Score -95817.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -95850.890625 Penalty: 705.618774
	Iteration 24Q: 3 clusters Score -95850.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -95885.570312 Penalty: 705.618774
	Iteration 25Q: 3 clusters Score -95885.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95922.406250 Penalty: 705.618774
	Iteration 26Q: 3 clusters Score -95922.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -95964.304688 Penalty: 705.618774
	Iteration 27Q: 3 clusters Score -95964.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95994.117188 Penalty: 705.618774
	Iteration 28Q: 3 clusters Score -95994.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96011.515625 Penalty: 705.618774
	Iteration 29Q: 3 clusters Score -96011.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96021.515625 Penalty: 705.618774
	Iteration 30Q: 3 clusters Score -96021.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96031.890625 Penalty: 705.618774
	Iteration 31Q: 3 clusters Score -96031.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -96038.484375 Penalty: 705.618774
	Iteration 32Q: 3 clusters Score -96038.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -96040.820312 Penalty: 705.618774
	Iteration 33Q: 3 clusters Score -96040.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96041.726562 Penalty: 705.618774
	Iteration 34Q: 3 clusters Score -96041.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -96043.218750 Penalty: 705.618774
	Iteration 35Q: 3 clusters Score -96043.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -96044.679688 Penalty: 705.618774
	Iteration 36Q: 3 clusters Score -96044.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96045.734375 Penalty: 705.618774
	Iteration 37Q: 3 clusters Score -96045.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -96046.757812 Penalty: 705.618774
	Iteration 38Q: 3 clusters Score -96046.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -96049.421875 Penalty: 705.618774
	Iteration 39Q: 3 clusters Score -96049.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -96050.195312 Penalty: 705.618774
	Iteration 40F: 3 clusters Score -96050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96050.703125 Penalty: 705.618774
	Iteration 41Q: 3 clusters Score -96050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96050.703125 Penalty: 705.618774
	Iteration 42F: 3 clusters Score -96050.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -119203.023438 Penalty: 354.888763
	Iteration 0F: 2 clusters Score -119203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -117483.695312 Penalty: 709.777527
	Iteration 0F: 3 clusters Score -117483.7 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -118182.359375 Penalty: 709.777527
	Iteration 1F: 3 clusters Score -118182.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -118337.000000 Penalty: 709.777527
	Iteration 2F: 3 clusters Score -118337 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -118464.937500 Penalty: 709.777527
	Iteration 3F: 3 clusters Score -118464.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118572.632812 Penalty: 709.777527
	Iteration 4F: 3 clusters Score -118572.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118644.757812 Penalty: 709.777527
	Iteration 5Q: 3 clusters Score -118644.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118719.343750 Penalty: 709.777527
	Iteration 6Q: 3 clusters Score -118719.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118754.664062 Penalty: 709.777527
	Iteration 7Q: 3 clusters Score -118754.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118777.140625 Penalty: 709.777527
	Iteration 8Q: 3 clusters Score -118777.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118791.945312 Penalty: 709.777527
	Iteration 9Q: 3 clusters Score -118791.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118806.578125 Penalty: 709.777527
	Iteration 10Q: 3 clusters Score -118806.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118820.906250 Penalty: 709.777527
	Iteration 11Q: 3 clusters Score -118820.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118827.382812 Penalty: 709.777527
	Iteration 12Q: 3 clusters Score -118827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118831.453125 Penalty: 709.777527
	Iteration 13Q: 3 clusters Score -118831.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -118834.968750 Penalty: 709.777527
	Iteration 14Q: 3 clusters Score -118835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -118836.359375 Penalty: 709.777527
	Iteration 15Q: 3 clusters Score -118836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -118837.304688 Penalty: 709.777527
	Iteration 16Q: 3 clusters Score -118837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118838.921875 Penalty: 709.777527
	Iteration 17Q: 3 clusters Score -118838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -118839.554688 Penalty: 709.777527
	Iteration 18Q: 3 clusters Score -118839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -118840.171875 Penalty: 709.777527
	Iteration 19Q: 3 clusters Score -118840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -118842.562500 Penalty: 709.777527
	Iteration 20F: 3 clusters Score -118842.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -118845.320312 Penalty: 709.777527
	Iteration 21Q: 3 clusters Score -118845.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -118850.804688 Penalty: 709.777527
	Iteration 22Q: 3 clusters Score -118850.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -118856.320312 Penalty: 709.777527
	Iteration 23Q: 3 clusters Score -118856.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -118864.984375 Penalty: 709.777527
	Iteration 24Q: 3 clusters Score -118865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -118870.593750 Penalty: 709.777527
	Iteration 25Q: 3 clusters Score -118870.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -118875.429688 Penalty: 709.777527
	Iteration 26Q: 3 clusters Score -118875.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -118880.187500 Penalty: 709.777527
	Iteration 27Q: 3 clusters Score -118880.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -118889.093750 Penalty: 709.777527
	Iteration 28Q: 3 clusters Score -118889.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -118902.031250 Penalty: 709.777527
	Iteration 29Q: 3 clusters Score -118902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -118910.570312 Penalty: 709.777527
	Iteration 30Q: 3 clusters Score -118910.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -118918.507812 Penalty: 709.777527
	Iteration 31Q: 3 clusters Score -118918.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -118928.640625 Penalty: 709.777527
	Iteration 32Q: 3 clusters Score -118928.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -118938.156250 Penalty: 709.777527
	Iteration 33Q: 3 clusters Score -118938.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -118941.945312 Penalty: 709.777527
	Iteration 34Q: 3 clusters Score -118941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -118945.218750 Penalty: 709.777527
	Iteration 35Q: 3 clusters Score -118945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -118949.406250 Penalty: 709.777527
	Iteration 36Q: 3 clusters Score -118949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -118951.757812 Penalty: 709.777527
	Iteration 37Q: 3 clusters Score -118951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -118951.757812 Penalty: 709.777527
	Iteration 38F: 3 clusters Score -118951.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -184105.406250 Penalty: 373.275238
	Iteration 0F: 2 clusters Score -184105.4 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 1804 members 
Entering Unmasked Estep 
Score: -181617.531250 Penalty: 746.550476
	Iteration 0F: 3 clusters Score -181617.5 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -182586.250000 Penalty: 746.550476
	Iteration 1F: 3 clusters Score -182586.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -182859.093750 Penalty: 746.550476
	Iteration 2F: 3 clusters Score -182859.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -183213.140625 Penalty: 746.550476
	Iteration 3F: 3 clusters Score -183213.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -183528.375000 Penalty: 746.550476
	Iteration 4F: 3 clusters Score -183528.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -183802.906250 Penalty: 746.550476
	Iteration 5F: 3 clusters Score -183802.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -183929.578125 Penalty: 746.550476
	Iteration 6Q: 3 clusters Score -183929.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -183951.968750 Penalty: 746.550476
	Iteration 7Q: 3 clusters Score -183952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -183964.312500 Penalty: 746.550476
	Iteration 8Q: 3 clusters Score -183964.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -183971.656250 Penalty: 746.550476
	Iteration 9Q: 3 clusters Score -183971.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -183976.968750 Penalty: 746.550476
	Iteration 10Q: 3 clusters Score -183977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -183980.281250 Penalty: 746.550476
	Iteration 11Q: 3 clusters Score -183980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -183981.437500 Penalty: 746.550476
	Iteration 12Q: 3 clusters Score -183981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -183981.687500 Penalty: 746.550476
	Iteration 13Q: 3 clusters Score -183981.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -183981.687500 Penalty: 746.550476
	Iteration 14F: 3 clusters Score -183981.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -93789.125000 Penalty: 342.047211
	Iteration 0F: 2 clusters Score -93789.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -92494.468750 Penalty: 684.094421
	Iteration 0F: 3 clusters Score -92494.47 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -93001.828125 Penalty: 684.094421
	Iteration 1F: 3 clusters Score -93001.83 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -93159.085938 Penalty: 684.094421
	Iteration 2F: 3 clusters Score -93159.09 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93277.687500 Penalty: 684.094421
	Iteration 3F: 3 clusters Score -93277.69 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93352.695312 Penalty: 684.094421
	Iteration 4Q: 3 clusters Score -93352.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -93410.468750 Penalty: 684.094421
	Iteration 5Q: 3 clusters Score -93410.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93457.273438 Penalty: 684.094421
	Iteration 6Q: 3 clusters Score -93457.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93492.554688 Penalty: 684.094421
	Iteration 7Q: 3 clusters Score -93492.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93526.273438 Penalty: 684.094421
	Iteration 8Q: 3 clusters Score -93526.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -93554.578125 Penalty: 684.094421
	Iteration 9Q: 3 clusters Score -93554.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -93572.687500 Penalty: 684.094421
	Iteration 10Q: 3 clusters Score -93572.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -93580.968750 Penalty: 684.094421
	Iteration 11Q: 3 clusters Score -93580.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -93588.523438 Penalty: 684.094421
	Iteration 12Q: 3 clusters Score -93588.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -93594.640625 Penalty: 684.094421
	Iteration 13Q: 3 clusters Score -93594.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -93599.085938 Penalty: 684.094421
	Iteration 14Q: 3 clusters Score -93599.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -93600.617188 Penalty: 684.094421
	Iteration 15Q: 3 clusters Score -93600.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -93601.476562 Penalty: 684.094421
	Iteration 16Q: 3 clusters Score -93601.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -93602.171875 Penalty: 684.094421
	Iteration 17Q: 3 clusters Score -93602.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -93602.171875 Penalty: 684.094421
	Iteration 18F: 3 clusters Score -93602.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Entering Unmasked Estep 
Score: -183259.796875 Penalty: 377.865753
	Iteration 0F: 2 clusters Score -183259.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -180503.890625 Penalty: 755.731506
	Iteration 0F: 3 clusters Score -180503.9 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -181513.203125 Penalty: 755.731506
	Iteration 1F: 3 clusters Score -181513.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -181605.453125 Penalty: 755.731506
	Iteration 2F: 3 clusters Score -181605.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -181701.468750 Penalty: 755.731506
	Iteration 3Q: 3 clusters Score -181701.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -181824.468750 Penalty: 755.731506
	Iteration 4F: 3 clusters Score -181824.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -181966.453125 Penalty: 755.731506
	Iteration 5F: 3 clusters Score -181966.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -182103.328125 Penalty: 755.731506
	Iteration 6F: 3 clusters Score -182103.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -182248.296875 Penalty: 755.731506
	Iteration 7Q: 3 clusters Score -182248.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -182399.546875 Penalty: 755.731506
	Iteration 8Q: 3 clusters Score -182399.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -182497.593750 Penalty: 755.731506
	Iteration 9Q: 3 clusters Score -182497.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -182549.718750 Penalty: 755.731506
	Iteration 10Q: 3 clusters Score -182549.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -182589.250000 Penalty: 755.731506
	Iteration 11Q: 3 clusters Score -182589.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -182634.781250 Penalty: 755.731506
	Iteration 12Q: 3 clusters Score -182634.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -182670.531250 Penalty: 755.731506
	Iteration 13Q: 3 clusters Score -182670.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -182689.343750 Penalty: 755.731506
	Iteration 14Q: 3 clusters Score -182689.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -182706.953125 Penalty: 755.731506
	Iteration 15Q: 3 clusters Score -182707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -182725.937500 Penalty: 755.731506
	Iteration 16Q: 3 clusters Score -182725.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -182741.281250 Penalty: 755.731506
	Iteration 17Q: 3 clusters Score -182741.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -182751.750000 Penalty: 755.731506
	Iteration 18Q: 3 clusters Score -182751.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -182762.640625 Penalty: 755.731506
	Iteration 19Q: 3 clusters Score -182762.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -182772.031250 Penalty: 755.731506
	Iteration 20F: 3 clusters Score -182772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -182781.390625 Penalty: 755.731506
	Iteration 21Q: 3 clusters Score -182781.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -182788.656250 Penalty: 755.731506
	Iteration 22Q: 3 clusters Score -182788.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -182795.000000 Penalty: 755.731506
	Iteration 23Q: 3 clusters Score -182795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -182800.750000 Penalty: 755.731506
	Iteration 24Q: 3 clusters Score -182800.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -182804.437500 Penalty: 755.731506
	Iteration 25Q: 3 clusters Score -182804.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -182808.171875 Penalty: 755.731506
	Iteration 26Q: 3 clusters Score -182808.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -182812.015625 Penalty: 755.731506
	Iteration 27Q: 3 clusters Score -182812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -182817.812500 Penalty: 755.731506
	Iteration 28Q: 3 clusters Score -182817.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -182823.671875 Penalty: 755.731506
	Iteration 29Q: 3 clusters Score -182823.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -182828.078125 Penalty: 755.731506
	Iteration 30Q: 3 clusters Score -182828.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -182830.562500 Penalty: 755.731506
	Iteration 31Q: 3 clusters Score -182830.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -182831.765625 Penalty: 755.731506
	Iteration 32Q: 3 clusters Score -182831.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -182832.468750 Penalty: 755.731506
	Iteration 33Q: 3 clusters Score -182832.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -182832.734375 Penalty: 755.731506
	Iteration 34Q: 3 clusters Score -182832.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -182832.765625 Penalty: 755.731506
	Iteration 35Q: 3 clusters Score -182832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -182833.093750 Penalty: 755.731506
	Iteration 36Q: 3 clusters Score -182833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -182833.171875 Penalty: 755.731506
	Iteration 37Q: 3 clusters Score -182833.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -182834.062500 Penalty: 755.731506
	Iteration 38Q: 3 clusters Score -182834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -182834.484375 Penalty: 755.731506
	Iteration 39Q: 3 clusters Score -182834.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -182834.703125 Penalty: 755.731506
	Iteration 40F: 3 clusters Score -182834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -182835.031250 Penalty: 755.731506
	Iteration 41Q: 3 clusters Score -182835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -182835.671875 Penalty: 755.731506
	Iteration 42Q: 3 clusters Score -182835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -182835.968750 Penalty: 755.731506
	Iteration 43Q: 3 clusters Score -182836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -182836.500000 Penalty: 755.731506
	Iteration 44Q: 3 clusters Score -182836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -182836.453125 Penalty: 755.731506
	Iteration 45Q: 3 clusters Score -182836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -182837.046875 Penalty: 755.731506
	Iteration 46Q: 3 clusters Score -182837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -182837.125000 Penalty: 755.731506
	Iteration 47Q: 3 clusters Score -182837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -182837.171875 Penalty: 755.731506
	Iteration 48Q: 3 clusters Score -182837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -182837.359375 Penalty: 755.731506
	Iteration 49Q: 3 clusters Score -182837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -182837.531250 Penalty: 755.731506
	Iteration 50Q: 3 clusters Score -182837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -182839.000000 Penalty: 755.731506
	Iteration 51Q: 3 clusters Score -182839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -182839.875000 Penalty: 755.731506
	Iteration 52Q: 3 clusters Score -182839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -182839.578125 Penalty: 755.731506
	Iteration 53Q: 3 clusters Score -182839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -182840.093750 Penalty: 755.731506
	Iteration 54Q: 3 clusters Score -182840.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -182840.312500 Penalty: 755.731506
	Iteration 55Q: 3 clusters Score -182840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -182840.375000 Penalty: 755.731506
	Iteration 56Q: 3 clusters Score -182840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -182841.078125 Penalty: 755.731506
	Iteration 57Q: 3 clusters Score -182841.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -182842.765625 Penalty: 755.731506
	Iteration 58Q: 3 clusters Score -182842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -182843.734375 Penalty: 755.731506
	Iteration 59Q: 3 clusters Score -182843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -182843.875000 Penalty: 755.731506
	Iteration 60F: 3 clusters Score -182843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -182844.125000 Penalty: 755.731506
	Iteration 61Q: 3 clusters Score -182844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -182843.937500 Penalty: 755.731506
	Iteration 62Q: 3 clusters Score -182843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -182844.546875 Penalty: 755.731506
	Iteration 63Q: 3 clusters Score -182844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -182845.312500 Penalty: 755.731506
	Iteration 64Q: 3 clusters Score -182845.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182846.046875 Penalty: 755.731506
	Iteration 65Q: 3 clusters Score -182846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182846.421875 Penalty: 755.731506
	Iteration 66Q: 3 clusters Score -182846.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -182847.031250 Penalty: 755.731506
	Iteration 67Q: 3 clusters Score -182847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -182847.062500 Penalty: 755.731506
	Iteration 68Q: 3 clusters Score -182847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -182847.062500 Penalty: 755.731506
	Iteration 69F: 3 clusters Score -182847.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -10576.286133 Penalty: 275.047729
	Iteration 0F: 2 clusters Score -10576.29 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 217 members 
Entering Unmasked Estep 
Score: -10184.381836 Penalty: 550.095459
	Iteration 0F: 3 clusters Score -10184.38 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10330.894531 Penalty: 550.095459
	Iteration 1F: 3 clusters Score -10330.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10402.648438 Penalty: 550.095459
	Iteration 2F: 3 clusters Score -10402.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10434.986328 Penalty: 550.095459
	Iteration 3F: 3 clusters Score -10434.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10453.705078 Penalty: 550.095459
	Iteration 4Q: 3 clusters Score -10453.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10462.154297 Penalty: 550.095459
	Iteration 5Q: 3 clusters Score -10462.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10464.828125 Penalty: 550.095459
	Iteration 6Q: 3 clusters Score -10464.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10465.365234 Penalty: 550.095459
	Iteration 7Q: 3 clusters Score -10465.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10465.365234 Penalty: 550.095459
	Iteration 8F: 3 clusters Score -10465.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (202155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202155 members 
Entering Unmasked Estep 
Score: -10143834.000000 Penalty: 555.863953
	Iteration 0F: 2 clusters Score -1.014383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101028 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -10019762.000000 Penalty: 1111.727905
	Iteration 0F: 3 clusters Score -1.001976e+07 nChanged 99670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -10080212.000000 Penalty: 1111.727905
	Iteration 1F: 3 clusters Score -1.008021e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100425 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -10082555.000000 Penalty: 1111.727905
	Iteration 2Q: 3 clusters Score -1.008256e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -10085868.000000 Penalty: 1111.727905
	Iteration 3Q: 3 clusters Score -1.008587e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99112 members 
Mstep: Class 2 contains 103043 members 
Entering Unmasked Estep 
Score: -10090987.000000 Penalty: 1111.727905
	Iteration 4F: 3 clusters Score -1.009099e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98726 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -10099508.000000 Penalty: 1111.727905
	Iteration 5F: 3 clusters Score -1.009951e+07 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 102978 members 
Entering Unmasked Estep 
Score: -10112833.000000 Penalty: 1111.727905
	Iteration 6F: 3 clusters Score -1.011283e+07 nChanged 16217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 101239 members 
Entering Unmasked Estep 
Score: -10126031.000000 Penalty: 1111.727905
	Iteration 7F: 3 clusters Score -1.012603e+07 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -10132947.000000 Penalty: 1111.727905
	Iteration 8F: 3 clusters Score -1.013295e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107994 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -10135944.000000 Penalty: 1111.727905
	Iteration 9Q: 3 clusters Score -1.013594e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112230 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -10138066.000000 Penalty: 1111.727905
	Iteration 10Q: 3 clusters Score -1.013807e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
Score: -10139586.000000 Penalty: 1111.727905
	Iteration 11Q: 3 clusters Score -1.013959e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119868 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -10140798.000000 Penalty: 1111.727905
	Iteration 12Q: 3 clusters Score -1.01408e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122911 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -10141617.000000 Penalty: 1111.727905
	Iteration 13Q: 3 clusters Score -1.014162e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125599 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -10142154.000000 Penalty: 1111.727905
	Iteration 14Q: 3 clusters Score -1.014215e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128681 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -10142514.000000 Penalty: 1111.727905
	Iteration 15Q: 3 clusters Score -1.014251e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132132 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -10142825.000000 Penalty: 1111.727905
	Iteration 16Q: 3 clusters Score -1.014282e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135982 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -10143015.000000 Penalty: 1111.727905
	Iteration 17Q: 3 clusters Score -1.014302e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140142 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -10143217.000000 Penalty: 1111.727905
	Iteration 18Q: 3 clusters Score -1.014322e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144452 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -10143181.000000 Penalty: 1111.727905
	Iteration 19Q: 3 clusters Score -1.014318e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -10143265.000000 Penalty: 1111.727905
	Iteration 20F: 3 clusters Score -1.014326e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153018 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -10143154.000000 Penalty: 1111.727905
	Iteration 21Q: 3 clusters Score -1.014315e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157041 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -10143011.000000 Penalty: 1111.727905
	Iteration 22Q: 3 clusters Score -1.014301e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160471 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -10142803.000000 Penalty: 1111.727905
	Iteration 23Q: 3 clusters Score -1.01428e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163226 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -10144193.000000 Penalty: 1111.727905
	Iteration 24Q: 3 clusters Score -1.014419e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -10144818.000000 Penalty: 1111.727905
	Iteration 25Q: 3 clusters Score -1.014482e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166043 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -10145066.000000 Penalty: 1111.727905
	Iteration 26Q: 3 clusters Score -1.014507e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166830 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -10145239.000000 Penalty: 1111.727905
	Iteration 27Q: 3 clusters Score -1.014524e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167410 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -10145358.000000 Penalty: 1111.727905
	Iteration 28Q: 3 clusters Score -1.014536e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167835 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -10145387.000000 Penalty: 1111.727905
	Iteration 29Q: 3 clusters Score -1.014539e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168106 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -10145344.000000 Penalty: 1111.727905
	Iteration 30Q: 3 clusters Score -1.014534e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168300 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -10145319.000000 Penalty: 1111.727905
	Iteration 31Q: 3 clusters Score -1.014532e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168401 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -10145257.000000 Penalty: 1111.727905
	Iteration 32Q: 3 clusters Score -1.014526e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168481 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -10145242.000000 Penalty: 1111.727905
	Iteration 33Q: 3 clusters Score -1.014524e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168533 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -10145215.000000 Penalty: 1111.727905
	Iteration 34Q: 3 clusters Score -1.014522e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168536 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -10145145.000000 Penalty: 1111.727905
	Iteration 35Q: 3 clusters Score -1.014514e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168526 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -10145122.000000 Penalty: 1111.727905
	Iteration 36Q: 3 clusters Score -1.014512e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168513 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -10145096.000000 Penalty: 1111.727905
	Iteration 37Q: 3 clusters Score -1.01451e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -10145072.000000 Penalty: 1111.727905
	Iteration 38Q: 3 clusters Score -1.014507e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168455 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -10145035.000000 Penalty: 1111.727905
	Iteration 39Q: 3 clusters Score -1.014504e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168415 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -10145017.000000 Penalty: 1111.727905
	Iteration 40F: 3 clusters Score -1.014502e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -10144999.000000 Penalty: 1111.727905
	Iteration 41Q: 3 clusters Score -1.0145e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168319 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -10144942.000000 Penalty: 1111.727905
	Iteration 42Q: 3 clusters Score -1.014494e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -10144939.000000 Penalty: 1111.727905
	Iteration 43Q: 3 clusters Score -1.014494e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168225 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -10144909.000000 Penalty: 1111.727905
	Iteration 44Q: 3 clusters Score -1.014491e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168177 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -10144881.000000 Penalty: 1111.727905
	Iteration 45Q: 3 clusters Score -1.014488e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168142 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -10144870.000000 Penalty: 1111.727905
	Iteration 46Q: 3 clusters Score -1.014487e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168122 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -10144851.000000 Penalty: 1111.727905
	Iteration 47Q: 3 clusters Score -1.014485e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168109 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -10144821.000000 Penalty: 1111.727905
	Iteration 48Q: 3 clusters Score -1.014482e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168099 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -10144808.000000 Penalty: 1111.727905
	Iteration 49Q: 3 clusters Score -1.014481e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -10144798.000000 Penalty: 1111.727905
	Iteration 50Q: 3 clusters Score -1.01448e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168078 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -10144805.000000 Penalty: 1111.727905
	Iteration 51Q: 3 clusters Score -1.01448e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -10144794.000000 Penalty: 1111.727905
	Iteration 52Q: 3 clusters Score -1.014479e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -10144790.000000 Penalty: 1111.727905
	Iteration 53Q: 3 clusters Score -1.014479e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168005 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -10144791.000000 Penalty: 1111.727905
	Iteration 54Q: 3 clusters Score -1.014479e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167993 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -10144806.000000 Penalty: 1111.727905
	Iteration 55Q: 3 clusters Score -1.014481e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167974 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -10144818.000000 Penalty: 1111.727905
	Iteration 56Q: 3 clusters Score -1.014482e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167961 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -10144818.000000 Penalty: 1111.727905
	Iteration 57Q: 3 clusters Score -1.014482e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167955 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -10144847.000000 Penalty: 1111.727905
	Iteration 58Q: 3 clusters Score -1.014485e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167938 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -10144843.000000 Penalty: 1111.727905
	Iteration 59Q: 3 clusters Score -1.014484e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -10144852.000000 Penalty: 1111.727905
	Iteration 60F: 3 clusters Score -1.014485e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167914 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -10144851.000000 Penalty: 1111.727905
	Iteration 61Q: 3 clusters Score -1.014485e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167913 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -10144859.000000 Penalty: 1111.727905
	Iteration 62Q: 3 clusters Score -1.014486e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167916 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -10144836.000000 Penalty: 1111.727905
	Iteration 63Q: 3 clusters Score -1.014484e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167907 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -10144846.000000 Penalty: 1111.727905
	Iteration 64Q: 3 clusters Score -1.014485e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167892 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -10144858.000000 Penalty: 1111.727905
	Iteration 65Q: 3 clusters Score -1.014486e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167887 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -10144864.000000 Penalty: 1111.727905
	Iteration 66Q: 3 clusters Score -1.014486e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167877 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -10144870.000000 Penalty: 1111.727905
	Iteration 67Q: 3 clusters Score -1.014487e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167858 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -10144864.000000 Penalty: 1111.727905
	Iteration 68Q: 3 clusters Score -1.014486e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167847 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -10144866.000000 Penalty: 1111.727905
	Iteration 69Q: 3 clusters Score -1.014487e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167835 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -10144866.000000 Penalty: 1111.727905
	Iteration 70Q: 3 clusters Score -1.014487e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167824 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -10144882.000000 Penalty: 1111.727905
	Iteration 71Q: 3 clusters Score -1.014488e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167809 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -10144898.000000 Penalty: 1111.727905
	Iteration 72Q: 3 clusters Score -1.01449e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167801 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -10144897.000000 Penalty: 1111.727905
	Iteration 73Q: 3 clusters Score -1.01449e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -10144897.000000 Penalty: 1111.727905
	Iteration 74Q: 3 clusters Score -1.01449e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167757 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -10144895.000000 Penalty: 1111.727905
	Iteration 75Q: 3 clusters Score -1.01449e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167758 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -10144893.000000 Penalty: 1111.727905
	Iteration 76Q: 3 clusters Score -1.014489e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167764 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -10144888.000000 Penalty: 1111.727905
	Iteration 77Q: 3 clusters Score -1.014489e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167767 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -10144895.000000 Penalty: 1111.727905
	Iteration 78Q: 3 clusters Score -1.01449e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167770 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -10144894.000000 Penalty: 1111.727905
	Iteration 79Q: 3 clusters Score -1.014489e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167767 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -10144889.000000 Penalty: 1111.727905
	Iteration 80F: 3 clusters Score -1.014489e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167767 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -10144897.000000 Penalty: 1111.727905
	Iteration 81Q: 3 clusters Score -1.01449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167760 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -10144899.000000 Penalty: 1111.727905
	Iteration 82Q: 3 clusters Score -1.01449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167751 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -10144892.000000 Penalty: 1111.727905
	Iteration 83Q: 3 clusters Score -1.014489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167753 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -10144891.000000 Penalty: 1111.727905
	Iteration 84Q: 3 clusters Score -1.014489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167757 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -10144900.000000 Penalty: 1111.727905
	Iteration 85Q: 3 clusters Score -1.01449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167763 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -10144908.000000 Penalty: 1111.727905
	Iteration 86Q: 3 clusters Score -1.014491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167764 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -10144915.000000 Penalty: 1111.727905
	Iteration 87Q: 3 clusters Score -1.014492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167768 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -10144896.000000 Penalty: 1111.727905
	Iteration 88Q: 3 clusters Score -1.01449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167770 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -10144891.000000 Penalty: 1111.727905
	Iteration 89Q: 3 clusters Score -1.014489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167770 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -10144896.000000 Penalty: 1111.727905
	Iteration 90Q: 3 clusters Score -1.01449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167771 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -10144906.000000 Penalty: 1111.727905
	Iteration 91Q: 3 clusters Score -1.014491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -10144908.000000 Penalty: 1111.727905
	Iteration 92Q: 3 clusters Score -1.014491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167775 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -10144906.000000 Penalty: 1111.727905
	Iteration 93Q: 3 clusters Score -1.014491e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -10144907.000000 Penalty: 1111.727905
	Iteration 94Q: 3 clusters Score -1.014491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167780 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -10144908.000000 Penalty: 1111.727905
	Iteration 95Q: 3 clusters Score -1.014491e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167782 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -10144923.000000 Penalty: 1111.727905
	Iteration 96Q: 3 clusters Score -1.014492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167784 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -10144914.000000 Penalty: 1111.727905
	Iteration 97Q: 3 clusters Score -1.014491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167777 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -10144918.000000 Penalty: 1111.727905
	Iteration 98Q: 3 clusters Score -1.014492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167772 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -10144918.000000 Penalty: 1111.727905
	Iteration 99Q: 3 clusters Score -1.014492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167769 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -10144917.000000 Penalty: 1111.727905
	Iteration 100F: 3 clusters Score -1.014492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167765 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -10144922.000000 Penalty: 1111.727905
	Iteration 101Q: 3 clusters Score -1.014492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167753 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -10144917.000000 Penalty: 1111.727905
	Iteration 102Q: 3 clusters Score -1.014492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167748 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -10144921.000000 Penalty: 1111.727905
	Iteration 103Q: 3 clusters Score -1.014492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167749 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -10144933.000000 Penalty: 1111.727905
	Iteration 104Q: 3 clusters Score -1.014493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167752 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -10144939.000000 Penalty: 1111.727905
	Iteration 105Q: 3 clusters Score -1.014494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167751 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -10144935.000000 Penalty: 1111.727905
	Iteration 106Q: 3 clusters Score -1.014494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167751 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -10144934.000000 Penalty: 1111.727905
	Iteration 107Q: 3 clusters Score -1.014493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167749 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -10144942.000000 Penalty: 1111.727905
	Iteration 108Q: 3 clusters Score -1.014494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167751 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -10144944.000000 Penalty: 1111.727905
	Iteration 109Q: 3 clusters Score -1.014494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167751 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -10144934.000000 Penalty: 1111.727905
	Iteration 110Q: 3 clusters Score -1.014493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167748 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -10144937.000000 Penalty: 1111.727905
	Iteration 111Q: 3 clusters Score -1.014494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167745 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -10144931.000000 Penalty: 1111.727905
	Iteration 112Q: 3 clusters Score -1.014493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167743 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -10144933.000000 Penalty: 1111.727905
	Iteration 113Q: 3 clusters Score -1.014493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167741 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -10144935.000000 Penalty: 1111.727905
	Iteration 114Q: 3 clusters Score -1.014494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -10144937.000000 Penalty: 1111.727905
	Iteration 115Q: 3 clusters Score -1.014494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -10144933.000000 Penalty: 1111.727905
	Iteration 116Q: 3 clusters Score -1.014493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167735 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -10144935.000000 Penalty: 1111.727905
	Iteration 117Q: 3 clusters Score -1.014494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167729 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -10144932.000000 Penalty: 1111.727905
	Iteration 118Q: 3 clusters Score -1.014493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167722 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -10144927.000000 Penalty: 1111.727905
	Iteration 119Q: 3 clusters Score -1.014493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167715 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -10144914.000000 Penalty: 1111.727905
	Iteration 120F: 3 clusters Score -1.014491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -10144918.000000 Penalty: 1111.727905
	Iteration 121Q: 3 clusters Score -1.014492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167705 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -10144914.000000 Penalty: 1111.727905
	Iteration 122Q: 3 clusters Score -1.014491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -10144915.000000 Penalty: 1111.727905
	Iteration 123Q: 3 clusters Score -1.014492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167709 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -10144925.000000 Penalty: 1111.727905
	Iteration 124Q: 3 clusters Score -1.014492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167709 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -10144927.000000 Penalty: 1111.727905
	Iteration 125Q: 3 clusters Score -1.014493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167710 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -10144929.000000 Penalty: 1111.727905
	Iteration 126Q: 3 clusters Score -1.014493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167711 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -10144924.000000 Penalty: 1111.727905
	Iteration 127Q: 3 clusters Score -1.014492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167711 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -10144924.000000 Penalty: 1111.727905
	Iteration 128F: 3 clusters Score -1.014492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 167711 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 144694 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107504 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1537 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 505 members 
Mstep: Class 52 contains 179148 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 394 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Mstep: Class 64 contains 13858 members 
Mstep: Class 65 contains 34444 members 
Entering Unmasked Estep 
Score: -90647136.000000 Penalty: 42858.113281
Splitting cluster 37 changes total score from -90642512.000000 to -90647136.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 38 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -66966.562500 Penalty: 329.774567
	Iteration 0F: 2 clusters Score -66966.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65943.046875 Penalty: 659.549133
	Iteration 0F: 3 clusters Score -65943.05 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -66255.007812 Penalty: 659.549133
	Iteration 1F: 3 clusters Score -66255.01 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -66362.726562 Penalty: 659.549133
	Iteration 2F: 3 clusters Score -66362.73 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -66482.351562 Penalty: 659.549133
	Iteration 3F: 3 clusters Score -66482.35 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -66584.757812 Penalty: 659.549133
	Iteration 4F: 3 clusters Score -66584.76 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -66647.257812 Penalty: 659.549133
	Iteration 5F: 3 clusters Score -66647.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66690.101562 Penalty: 659.549133
	Iteration 6Q: 3 clusters Score -66690.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66711.929688 Penalty: 659.549133
	Iteration 7Q: 3 clusters Score -66711.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66726.210938 Penalty: 659.549133
	Iteration 8Q: 3 clusters Score -66726.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66730.062500 Penalty: 659.549133
	Iteration 9Q: 3 clusters Score -66730.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66731.640625 Penalty: 659.549133
	Iteration 10Q: 3 clusters Score -66731.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66732.203125 Penalty: 659.549133
	Iteration 11Q: 3 clusters Score -66732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66732.718750 Penalty: 659.549133
	Iteration 12Q: 3 clusters Score -66732.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66733.054688 Penalty: 659.549133
	Iteration 13Q: 3 clusters Score -66733.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66733.335938 Penalty: 659.549133
	Iteration 14Q: 3 clusters Score -66733.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66733.929688 Penalty: 659.549133
	Iteration 15Q: 3 clusters Score -66733.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66734.054688 Penalty: 659.549133
	Iteration 16Q: 3 clusters Score -66734.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66734.054688 Penalty: 659.549133
	Iteration 17F: 3 clusters Score -66734.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (144694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144694 members 
Entering Unmasked Estep 
Score: -7276052.500000 Penalty: 540.648132
	Iteration 0F: 2 clusters Score -7276052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72420 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -7181273.500000 Penalty: 1081.296265
	Iteration 0F: 3 clusters Score -7181274 nChanged 70874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -7225083.500000 Penalty: 1081.296265
	Iteration 1F: 3 clusters Score -7225084 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -7228896.000000 Penalty: 1081.296265
	Iteration 2Q: 3 clusters Score -7228896 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -7235758.000000 Penalty: 1081.296265
	Iteration 3F: 3 clusters Score -7235758 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -7246155.000000 Penalty: 1081.296265
	Iteration 4F: 3 clusters Score -7246155 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -7256760.500000 Penalty: 1081.296265
	Iteration 5F: 3 clusters Score -7256760 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -7262824.000000 Penalty: 1081.296265
	Iteration 6F: 3 clusters Score -7262824 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -7265350.500000 Penalty: 1081.296265
	Iteration 7Q: 3 clusters Score -7265350 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -7266630.000000 Penalty: 1081.296265
	Iteration 8Q: 3 clusters Score -7266630 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83910 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -7267668.000000 Penalty: 1081.296265
	Iteration 9Q: 3 clusters Score -7267668 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -7268470.500000 Penalty: 1081.296265
	Iteration 10Q: 3 clusters Score -7268470 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -7269093.500000 Penalty: 1081.296265
	Iteration 11Q: 3 clusters Score -7269094 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -7269504.500000 Penalty: 1081.296265
	Iteration 12Q: 3 clusters Score -7269504 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -7269802.500000 Penalty: 1081.296265
	Iteration 13Q: 3 clusters Score -7269802 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -7270121.500000 Penalty: 1081.296265
	Iteration 14Q: 3 clusters Score -7270122 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -7270358.000000 Penalty: 1081.296265
	Iteration 15Q: 3 clusters Score -7270358 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -7270494.500000 Penalty: 1081.296265
	Iteration 16Q: 3 clusters Score -7270494 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7270571.500000 Penalty: 1081.296265
	Iteration 17Q: 3 clusters Score -7270572 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -7270681.500000 Penalty: 1081.296265
	Iteration 18Q: 3 clusters Score -7270682 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -7270747.000000 Penalty: 1081.296265
	Iteration 19Q: 3 clusters Score -7270747 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -7270772.000000 Penalty: 1081.296265
	Iteration 20F: 3 clusters Score -7270772 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -7270809.500000 Penalty: 1081.296265
	Iteration 21Q: 3 clusters Score -7270810 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -7270841.500000 Penalty: 1081.296265
	Iteration 22Q: 3 clusters Score -7270842 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -7270860.500000 Penalty: 1081.296265
	Iteration 23Q: 3 clusters Score -7270860 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -7270874.000000 Penalty: 1081.296265
	Iteration 24Q: 3 clusters Score -7270874 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -7270951.000000 Penalty: 1081.296265
	Iteration 25Q: 3 clusters Score -7270951 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92491 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -7271001.000000 Penalty: 1081.296265
	Iteration 26Q: 3 clusters Score -7271001 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -7271014.000000 Penalty: 1081.296265
	Iteration 27Q: 3 clusters Score -7271014 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -7271059.500000 Penalty: 1081.296265
	Iteration 28Q: 3 clusters Score -7271060 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94177 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -7271111.500000 Penalty: 1081.296265
	Iteration 29Q: 3 clusters Score -7271112 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -7271168.000000 Penalty: 1081.296265
	Iteration 30Q: 3 clusters Score -7271168 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -7271232.500000 Penalty: 1081.296265
	Iteration 31Q: 3 clusters Score -7271232 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95969 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -7271315.000000 Penalty: 1081.296265
	Iteration 32Q: 3 clusters Score -7271315 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -7271401.500000 Penalty: 1081.296265
	Iteration 33Q: 3 clusters Score -7271402 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97213 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -7271511.500000 Penalty: 1081.296265
	Iteration 34Q: 3 clusters Score -7271512 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -7271573.000000 Penalty: 1081.296265
	Iteration 35Q: 3 clusters Score -7271573 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98538 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -7271615.000000 Penalty: 1081.296265
	Iteration 36Q: 3 clusters Score -7271615 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -7271699.500000 Penalty: 1081.296265
	Iteration 37Q: 3 clusters Score -7271700 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99837 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -7271814.000000 Penalty: 1081.296265
	Iteration 38Q: 3 clusters Score -7271814 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -7271913.500000 Penalty: 1081.296265
	Iteration 39Q: 3 clusters Score -7271914 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101237 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -7272061.500000 Penalty: 1081.296265
	Iteration 40F: 3 clusters Score -7272062 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -7272179.500000 Penalty: 1081.296265
	Iteration 41Q: 3 clusters Score -7272180 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -7272301.000000 Penalty: 1081.296265
	Iteration 42Q: 3 clusters Score -7272301 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103165 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -7272381.000000 Penalty: 1081.296265
	Iteration 43Q: 3 clusters Score -7272381 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103806 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7272480.000000 Penalty: 1081.296265
	Iteration 44Q: 3 clusters Score -7272480 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104442 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7272573 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105049 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7272680 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7272820 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7272913 nChanged 615
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106877 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7273006 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107469 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7273113 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108040 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7273175 nChanged 568
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108608 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7273248 nChanged 582
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7273275 nChanged 583
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109773 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7273328 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110352 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7273382 nChanged 597
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Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7273478 nChanged 561
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Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7273590 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112085 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7273678 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112689 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7273731 nChanged 605
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Mstep: Class 1 contains 113294 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7273810 nChanged 576
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Mstep: Class 1 contains 113870 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7273874 nChanged 559
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114429 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7273945 nChanged 556
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Mstep: Class 1 contains 114985 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7273981 nChanged 511
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Mstep: Class 1 contains 115496 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7274040 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116052 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7274064 nChanged 531
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116583 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7274136 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117139 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -7274221.000000 Penalty: 1081.296265
	Iteration 67Q: 3 clusters Score -7274221 nChanged 539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117678 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7274230 nChanged 561
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Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7274329 nChanged 532
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118769 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7274392 nChanged 503
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Mstep: Class 1 contains 119272 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7274430 nChanged 471
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119743 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7274490 nChanged 470
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7274514 nChanged 469
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Mstep: Class 1 contains 120682 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7274550 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121186 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7274636 nChanged 484
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Mstep: Class 1 contains 121670 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7274702 nChanged 467
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Mstep: Class 1 contains 122137 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7274760 nChanged 452
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Mstep: Class 1 contains 122589 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7274811 nChanged 437
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123026 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7274866 nChanged 411
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Mstep: Class 1 contains 123437 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7274894 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123812 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7274902 nChanged 378
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Mstep: Class 1 contains 124190 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7274909 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124564 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7274958 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124942 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7275020 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7275072 nChanged 413
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Mstep: Class 1 contains 125767 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7275121 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126124 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7275165 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126490 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7275240 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126843 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7275296 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127170 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7275328 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127463 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7275362 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127752 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7275370 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128045 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7275386 nChanged 290
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Mstep: Class 1 contains 128333 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7275426 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128602 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7275450 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128864 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7275456 nChanged 256
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Mstep: Class 1 contains 129120 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7275489 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129357 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7275512 nChanged 246
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Mstep: Class 1 contains 129603 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7275538 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129846 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7275609 nChanged 245
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Mstep: Class 1 contains 130091 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7275636 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 130311 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -7275682.500000 Penalty: 1081.296265
	Iteration 102Q: 3 clusters Score -7275682 nChanged 173
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Mstep: Class 1 contains 130484 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7275704 nChanged 172
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Mstep: Class 1 contains 130656 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7275708 nChanged 167
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Mstep: Class 1 contains 130823 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7275728 nChanged 152
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Mstep: Class 1 contains 130975 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7275738 nChanged 158
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Mstep: Class 1 contains 131133 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7275756 nChanged 164
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Mstep: Class 1 contains 131297 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7275780 nChanged 167
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Mstep: Class 1 contains 131464 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7275808 nChanged 144
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Mstep: Class 1 contains 131608 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7275798 nChanged 137
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7275828 nChanged 139
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Mstep: Class 1 contains 131884 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7275837 nChanged 129
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Mstep: Class 1 contains 132013 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7275862 nChanged 124
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Mstep: Class 1 contains 132137 members 
Mstep: Class 2 contains 12557 members 
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	Iteration 114Q: 3 clusters Score -7275874 nChanged 122
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Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7275880 nChanged 122
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Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7275908 nChanged 146
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Mstep: Class 1 contains 132527 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7275934 nChanged 134
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Mstep: Class 1 contains 132661 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7275934 nChanged 138
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Mstep: Class 1 contains 132799 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7275928 nChanged 127
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Mstep: Class 1 contains 132924 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -7275932.500000 Penalty: 1081.296265
	Iteration 120F: 3 clusters Score -7275932 nChanged 125
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Mstep: Class 1 contains 133049 members 
Mstep: Class 2 contains 11645 members 
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	Iteration 121Q: 3 clusters Score -7275945 nChanged 105
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Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7275975 nChanged 103
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Mstep: Class 1 contains 133253 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7275988 nChanged 112
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Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7276016 nChanged 119
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Mstep: Class 1 contains 133484 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7276040 nChanged 127
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Mstep: Class 1 contains 133611 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7276017 nChanged 123
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Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7276034 nChanged 155
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Mstep: Class 1 contains 133885 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7276032 nChanged 138
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Mstep: Class 1 contains 134019 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7276055 nChanged 123
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Mstep: Class 1 contains 134138 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7276074 nChanged 110
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Mstep: Class 1 contains 134244 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7276084 nChanged 99
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Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7276090 nChanged 90
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Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7276104 nChanged 76
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Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7276113 nChanged 76
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Mstep: Class 1 contains 134581 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7276102 nChanged 61
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Mstep: Class 1 contains 134640 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7276103 nChanged 62
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Mstep: Class 1 contains 134702 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7276100 nChanged 58
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Entering Unmasked Estep 
Score: -7276109.500000 Penalty: 1081.296265
	Iteration 138Q: 3 clusters Score -7276110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -7276113.000000 Penalty: 1081.296265
	Iteration 139Q: 3 clusters Score -7276113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134878 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -7276130.000000 Penalty: 1081.296265
	Iteration 140F: 3 clusters Score -7276130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134924 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -7276125.000000 Penalty: 1081.296265
	Iteration 141Q: 3 clusters Score -7276125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134954 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -7276131.500000 Penalty: 1081.296265
	Iteration 142Q: 3 clusters Score -7276132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134990 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -7276133.000000 Penalty: 1081.296265
	Iteration 143Q: 3 clusters Score -7276133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135014 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -7276134.000000 Penalty: 1081.296265
	Iteration 144Q: 3 clusters Score -7276134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135040 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -7276151.500000 Penalty: 1081.296265
	Iteration 145Q: 3 clusters Score -7276152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135061 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -7276150.500000 Penalty: 1081.296265
	Iteration 146Q: 3 clusters Score -7276150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135084 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -7276159.500000 Penalty: 1081.296265
	Iteration 147Q: 3 clusters Score -7276160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135109 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -7276161.000000 Penalty: 1081.296265
	Iteration 148Q: 3 clusters Score -7276161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135130 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -7276158.500000 Penalty: 1081.296265
	Iteration 149Q: 3 clusters Score -7276158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135145 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -7276164.000000 Penalty: 1081.296265
	Iteration 150Q: 3 clusters Score -7276164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135161 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -7276167.500000 Penalty: 1081.296265
	Iteration 151Q: 3 clusters Score -7276168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135171 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -7276170.500000 Penalty: 1081.296265
	Iteration 152Q: 3 clusters Score -7276170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135178 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -7276172.000000 Penalty: 1081.296265
	Iteration 153Q: 3 clusters Score -7276172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135187 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -7276173.000000 Penalty: 1081.296265
	Iteration 154Q: 3 clusters Score -7276173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135199 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -7276169.000000 Penalty: 1081.296265
	Iteration 155Q: 3 clusters Score -7276169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135208 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -7276173.000000 Penalty: 1081.296265
	Iteration 156Q: 3 clusters Score -7276173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135215 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -7276175.000000 Penalty: 1081.296265
	Iteration 157Q: 3 clusters Score -7276175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135222 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -7276182.500000 Penalty: 1081.296265
	Iteration 158Q: 3 clusters Score -7276182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135232 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -7276174.500000 Penalty: 1081.296265
	Iteration 159Q: 3 clusters Score -7276174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135242 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -7276180.000000 Penalty: 1081.296265
	Iteration 160F: 3 clusters Score -7276180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135257 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -7276178.000000 Penalty: 1081.296265
	Iteration 161Q: 3 clusters Score -7276178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135271 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -7276176.500000 Penalty: 1081.296265
	Iteration 162Q: 3 clusters Score -7276176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135295 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -7276174.500000 Penalty: 1081.296265
	Iteration 163Q: 3 clusters Score -7276174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135314 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -7276168.500000 Penalty: 1081.296265
	Iteration 164Q: 3 clusters Score -7276168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135333 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -7276172.500000 Penalty: 1081.296265
	Iteration 165Q: 3 clusters Score -7276172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135352 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -7276177.500000 Penalty: 1081.296265
	Iteration 166Q: 3 clusters Score -7276178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -7276173.500000 Penalty: 1081.296265
	Iteration 167Q: 3 clusters Score -7276174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135393 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -7276173.000000 Penalty: 1081.296265
	Iteration 168Q: 3 clusters Score -7276173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135406 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -7276171.500000 Penalty: 1081.296265
	Iteration 169Q: 3 clusters Score -7276172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135411 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -7276171.000000 Penalty: 1081.296265
	Iteration 170Q: 3 clusters Score -7276171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135417 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -7276170.000000 Penalty: 1081.296265
	Iteration 171Q: 3 clusters Score -7276170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135424 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -7276170.000000 Penalty: 1081.296265
	Iteration 172Q: 3 clusters Score -7276170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135430 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -7276176.500000 Penalty: 1081.296265
	Iteration 173Q: 3 clusters Score -7276176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135431 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -7276177.000000 Penalty: 1081.296265
	Iteration 174Q: 3 clusters Score -7276177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135431 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -7276177.000000 Penalty: 1081.296265
	Iteration 175F: 3 clusters Score -7276177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 167711 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 135431 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107504 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1537 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 505 members 
Mstep: Class 52 contains 179148 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 394 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Mstep: Class 64 contains 13858 members 
Mstep: Class 65 contains 34444 members 
Mstep: Class 66 contains 9263 members 
Entering Unmasked Estep 
Score: -90647248.000000 Penalty: 43517.468750
Splitting cluster 39 changes total score from -90642512.000000 to -90647248.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 40 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -12403.543945 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -12403.54 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 145 members 
Entering Unmasked Estep 
Score: -12090.936523 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -12090.94 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12284.215820 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -12284.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12355.754883 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -12355.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12388.681641 Penalty: 508.098145
	Iteration 3F: 3 clusters Score -12388.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12397.686523 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -12397.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12402.203125 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -12402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12403.955078 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -12403.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12404.520508 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -12404.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12405.975586 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -12405.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12408.404297 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -12408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12410.837891 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -12410.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12413.545898 Penalty: 508.098145
	Iteration 11Q: 3 clusters Score -12413.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12415.049805 Penalty: 508.098145
	Iteration 12Q: 3 clusters Score -12415.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12415.049805 Penalty: 508.098145
	Iteration 13F: 3 clusters Score -12415.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 167711 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 135431 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107504 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1537 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 505 members 
Mstep: Class 52 contains 179148 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 394 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Mstep: Class 64 contains 13858 members 
Mstep: Class 65 contains 34444 members 
Mstep: Class 66 contains 9263 members 
Mstep: Class 67 contains 179 members 
Entering Unmasked Estep 
Score: -90646688.000000 Penalty: 44176.824219
Splitting cluster 40 changes total score from -90642512.000000 to -90646688.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 41 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -9817.381836 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -9817.382 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 111 members 
Entering Unmasked Estep 
Score: -9502.415039 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -9502.415 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9583.523438 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -9583.523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9591.776367 Penalty: 502.816223
	Iteration 2Q: 3 clusters Score -9591.776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9596.290039 Penalty: 502.816223
	Iteration 3Q: 3 clusters Score -9596.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9601.472656 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -9601.473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9606.553711 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -9606.554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9608.587891 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -9608.588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9610.580078 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -9610.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9613.306641 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -9613.307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9621.646484 Penalty: 502.816223
	Iteration 9Q: 3 clusters Score -9621.646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9631.865234 Penalty: 502.816223
	Iteration 10Q: 3 clusters Score -9631.865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9635.663086 Penalty: 502.816223
	Iteration 11Q: 3 clusters Score -9635.663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9636.310547 Penalty: 502.816223
	Iteration 12Q: 3 clusters Score -9636.311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9636.310547 Penalty: 502.816223
	Iteration 13F: 3 clusters Score -9636.311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -23780.255859 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -23780.26 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 239 members 
Entering Unmasked Estep 
Score: -23340.347656 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -23340.35 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23510.429688 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -23510.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23560.968750 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -23560.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23581.849609 Penalty: 563.876404
	Iteration 3Q: 3 clusters Score -23581.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23594.050781 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -23594.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23602.861328 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -23602.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23605.845703 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -23605.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23607.529297 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -23607.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23608.183594 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -23608.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23608.183594 Penalty: 563.876404
	Iteration 9F: 3 clusters Score -23608.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Entering Unmasked Estep 
Score: -380934.375000 Penalty: 406.744995
	Iteration 0F: 2 clusters Score -380934.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -375723.250000 Penalty: 813.489990
	Iteration 0F: 3 clusters Score -375723.2 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -377738.062500 Penalty: 813.489990
	Iteration 1F: 3 clusters Score -377738.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -377959.406250 Penalty: 813.489990
	Iteration 2F: 3 clusters Score -377959.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -378262.656250 Penalty: 813.489990
	Iteration 3F: 3 clusters Score -378262.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -378701.250000 Penalty: 813.489990
	Iteration 4F: 3 clusters Score -378701.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -379257.781250 Penalty: 813.489990
	Iteration 5F: 3 clusters Score -379257.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -379754.125000 Penalty: 813.489990
	Iteration 6F: 3 clusters Score -379754.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -380117.531250 Penalty: 813.489990
	Iteration 7Q: 3 clusters Score -380117.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -380325.968750 Penalty: 813.489990
	Iteration 8Q: 3 clusters Score -380326 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -380441.093750 Penalty: 813.489990
	Iteration 9Q: 3 clusters Score -380441.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -380503.906250 Penalty: 813.489990
	Iteration 10Q: 3 clusters Score -380503.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -380539.406250 Penalty: 813.489990
	Iteration 11Q: 3 clusters Score -380539.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -380560.000000 Penalty: 813.489990
	Iteration 12Q: 3 clusters Score -380560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -380582.781250 Penalty: 813.489990
	Iteration 13Q: 3 clusters Score -380582.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -380598.031250 Penalty: 813.489990
	Iteration 14Q: 3 clusters Score -380598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -380605.875000 Penalty: 813.489990
	Iteration 15Q: 3 clusters Score -380605.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -380614.750000 Penalty: 813.489990
	Iteration 16Q: 3 clusters Score -380614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -380620.062500 Penalty: 813.489990
	Iteration 17Q: 3 clusters Score -380620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -380622.343750 Penalty: 813.489990
	Iteration 18Q: 3 clusters Score -380622.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -380623.812500 Penalty: 813.489990
	Iteration 19Q: 3 clusters Score -380623.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -380623.906250 Penalty: 813.489990
	Iteration 20F: 3 clusters Score -380623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -380624.781250 Penalty: 813.489990
	Iteration 21Q: 3 clusters Score -380624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -380629.125000 Penalty: 813.489990
	Iteration 22Q: 3 clusters Score -380629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -380628.781250 Penalty: 813.489990
	Iteration 23Q: 3 clusters Score -380628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -380630.000000 Penalty: 813.489990
	Iteration 24Q: 3 clusters Score -380630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -380631.656250 Penalty: 813.489990
	Iteration 25Q: 3 clusters Score -380631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -380633.375000 Penalty: 813.489990
	Iteration 26Q: 3 clusters Score -380633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -380634.968750 Penalty: 813.489990
	Iteration 27Q: 3 clusters Score -380635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -380636.750000 Penalty: 813.489990
	Iteration 28Q: 3 clusters Score -380636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -380637.468750 Penalty: 813.489990
	Iteration 29Q: 3 clusters Score -380637.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -380637.468750 Penalty: 813.489990
	Iteration 30F: 3 clusters Score -380637.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -79300.695312 Penalty: 337.032959
	Iteration 0F: 2 clusters Score -79300.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -78068.281250 Penalty: 674.065918
	Iteration 0F: 3 clusters Score -78068.28 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -78416.203125 Penalty: 674.065918
	Iteration 1F: 3 clusters Score -78416.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -78462.921875 Penalty: 674.065918
	Iteration 2F: 3 clusters Score -78462.92 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -78499.460938 Penalty: 674.065918
	Iteration 3F: 3 clusters Score -78499.46 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -78531.101562 Penalty: 674.065918
	Iteration 4Q: 3 clusters Score -78531.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -78555.921875 Penalty: 674.065918
	Iteration 5Q: 3 clusters Score -78555.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -78582.687500 Penalty: 674.065918
	Iteration 6Q: 3 clusters Score -78582.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -78602.148438 Penalty: 674.065918
	Iteration 7Q: 3 clusters Score -78602.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -78619.976562 Penalty: 674.065918
	Iteration 8Q: 3 clusters Score -78619.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -78635.656250 Penalty: 674.065918
	Iteration 9Q: 3 clusters Score -78635.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -78653.117188 Penalty: 674.065918
	Iteration 10Q: 3 clusters Score -78653.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -78665.742188 Penalty: 674.065918
	Iteration 11Q: 3 clusters Score -78665.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -78674.328125 Penalty: 674.065918
	Iteration 12Q: 3 clusters Score -78674.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -78681.859375 Penalty: 674.065918
	Iteration 13Q: 3 clusters Score -78681.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -78689.195312 Penalty: 674.065918
	Iteration 14Q: 3 clusters Score -78689.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -78693.390625 Penalty: 674.065918
	Iteration 15Q: 3 clusters Score -78693.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -78697.921875 Penalty: 674.065918
	Iteration 16Q: 3 clusters Score -78697.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -78701.921875 Penalty: 674.065918
	Iteration 17Q: 3 clusters Score -78701.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -78707.671875 Penalty: 674.065918
	Iteration 18Q: 3 clusters Score -78707.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -78717.320312 Penalty: 674.065918
	Iteration 19Q: 3 clusters Score -78717.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -78728.046875 Penalty: 674.065918
	Iteration 20F: 3 clusters Score -78728.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -78741.796875 Penalty: 674.065918
	Iteration 21Q: 3 clusters Score -78741.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -78754.218750 Penalty: 674.065918
	Iteration 22Q: 3 clusters Score -78754.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -78770.492188 Penalty: 674.065918
	Iteration 23Q: 3 clusters Score -78770.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -78780.875000 Penalty: 674.065918
	Iteration 24Q: 3 clusters Score -78780.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -78786.242188 Penalty: 674.065918
	Iteration 25Q: 3 clusters Score -78786.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -78792.312500 Penalty: 674.065918
	Iteration 26Q: 3 clusters Score -78792.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -78796.054688 Penalty: 674.065918
	Iteration 27Q: 3 clusters Score -78796.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -78799.695312 Penalty: 674.065918
	Iteration 28Q: 3 clusters Score -78799.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -78805.390625 Penalty: 674.065918
	Iteration 29Q: 3 clusters Score -78805.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -78811.320312 Penalty: 674.065918
	Iteration 30Q: 3 clusters Score -78811.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -78817.265625 Penalty: 674.065918
	Iteration 31Q: 3 clusters Score -78817.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -78819.070312 Penalty: 674.065918
	Iteration 32Q: 3 clusters Score -78819.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -78820.375000 Penalty: 674.065918
	Iteration 33Q: 3 clusters Score -78820.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -78821.078125 Penalty: 674.065918
	Iteration 34Q: 3 clusters Score -78821.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -78821.265625 Penalty: 674.065918
	Iteration 35Q: 3 clusters Score -78821.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -78821.406250 Penalty: 674.065918
	Iteration 36Q: 3 clusters Score -78821.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -78821.406250 Penalty: 674.065918
	Iteration 37F: 3 clusters Score -78821.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -71188.804688 Penalty: 333.860260
	Iteration 0F: 2 clusters Score -71188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -70055.796875 Penalty: 667.720520
	Iteration 0F: 3 clusters Score -70055.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -70696.679688 Penalty: 667.720520
	Iteration 1F: 3 clusters Score -70696.68 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -70873.453125 Penalty: 667.720520
	Iteration 2F: 3 clusters Score -70873.45 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -71041.437500 Penalty: 667.720520
	Iteration 3F: 3 clusters Score -71041.44 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -71144.171875 Penalty: 667.720520
	Iteration 4F: 3 clusters Score -71144.17 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -71211.656250 Penalty: 667.720520
	Iteration 5Q: 3 clusters Score -71211.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -71283.835938 Penalty: 667.720520
	Iteration 6Q: 3 clusters Score -71283.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -71319.882812 Penalty: 667.720520
	Iteration 7Q: 3 clusters Score -71319.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -71336.289062 Penalty: 667.720520
	Iteration 8Q: 3 clusters Score -71336.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -71344.531250 Penalty: 667.720520
	Iteration 9Q: 3 clusters Score -71344.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -71348.984375 Penalty: 667.720520
	Iteration 10Q: 3 clusters Score -71348.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -71351.773438 Penalty: 667.720520
	Iteration 11Q: 3 clusters Score -71351.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -71351.945312 Penalty: 667.720520
	Iteration 12Q: 3 clusters Score -71351.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -71352.718750 Penalty: 667.720520
	Iteration 13F: 3 clusters Score -71352.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -71354.562500 Penalty: 667.720520
	Iteration 14Q: 3 clusters Score -71354.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -71355.140625 Penalty: 667.720520
	Iteration 15Q: 3 clusters Score -71355.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -71357.273438 Penalty: 667.720520
	Iteration 16Q: 3 clusters Score -71357.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -71357.484375 Penalty: 667.720520
	Iteration 17Q: 3 clusters Score -71357.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -71358.914062 Penalty: 667.720520
	Iteration 18Q: 3 clusters Score -71358.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -71361.929688 Penalty: 667.720520
	Iteration 19Q: 3 clusters Score -71361.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -71364.257812 Penalty: 667.720520
	Iteration 20F: 3 clusters Score -71364.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -71366.765625 Penalty: 667.720520
	Iteration 21Q: 3 clusters Score -71366.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -71369.203125 Penalty: 667.720520
	Iteration 22Q: 3 clusters Score -71369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -71370.382812 Penalty: 667.720520
	Iteration 23Q: 3 clusters Score -71370.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -71370.617188 Penalty: 667.720520
	Iteration 24Q: 3 clusters Score -71370.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -71370.710938 Penalty: 667.720520
	Iteration 25Q: 3 clusters Score -71370.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -71370.710938 Penalty: 667.720520
	Iteration 26F: 3 clusters Score -71370.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 167711 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 135431 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107504 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 505 members 
Mstep: Class 52 contains 179148 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 394 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Mstep: Class 64 contains 13858 members 
Mstep: Class 65 contains 34444 members 
Mstep: Class 66 contains 9263 members 
Mstep: Class 67 contains 179 members 
Mstep: Class 68 contains 839 members 
Entering Unmasked Estep 
Score: -90646416.000000 Penalty: 44836.179688
Splitting cluster 46 changes total score from -90642512.000000 to -90646416.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 47 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -44205.773438 Penalty: 300.232147
	Iteration 0F: 2 clusters Score -44205.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43598.718750 Penalty: 600.464294
	Iteration 0F: 3 clusters Score -43598.72 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43832.632812 Penalty: 600.464294
	Iteration 1F: 3 clusters Score -43832.63 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -43942.246094 Penalty: 600.464294
	Iteration 2F: 3 clusters Score -43942.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -44008.953125 Penalty: 600.464294
	Iteration 3F: 3 clusters Score -44008.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -44034.839844 Penalty: 600.464294
	Iteration 4Q: 3 clusters Score -44034.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -44045.332031 Penalty: 600.464294
	Iteration 5Q: 3 clusters Score -44045.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -44050.648438 Penalty: 600.464294
	Iteration 6Q: 3 clusters Score -44050.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -44052.886719 Penalty: 600.464294
	Iteration 7Q: 3 clusters Score -44052.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -44053.726562 Penalty: 600.464294
	Iteration 8Q: 3 clusters Score -44053.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -44054.511719 Penalty: 600.464294
	Iteration 9Q: 3 clusters Score -44054.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -44055.667969 Penalty: 600.464294
	Iteration 10Q: 3 clusters Score -44055.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -44057.890625 Penalty: 600.464294
	Iteration 11Q: 3 clusters Score -44057.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -44059.234375 Penalty: 600.464294
	Iteration 12Q: 3 clusters Score -44059.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -44060.449219 Penalty: 600.464294
	Iteration 13Q: 3 clusters Score -44060.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -44061.964844 Penalty: 600.464294
	Iteration 14Q: 3 clusters Score -44061.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -44066.378906 Penalty: 600.464294
	Iteration 15Q: 3 clusters Score -44066.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -44071.199219 Penalty: 600.464294
	Iteration 16Q: 3 clusters Score -44071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -44071.601562 Penalty: 600.464294
	Iteration 17Q: 3 clusters Score -44071.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -44071.601562 Penalty: 600.464294
	Iteration 18F: 3 clusters Score -44071.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7913.153809 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -7913.154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7672.346680 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -7672.347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7739.313965 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -7739.314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7771.703613 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -7771.704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7797.437988 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -7797.438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7814.535156 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -7814.535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7825.979492 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -7825.979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7828.718750 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -7828.719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7837.397949 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -7837.398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7840.424805 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -7840.425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7840.424805 Penalty: 469.474030
	Iteration 9F: 3 clusters Score -7840.425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -1879.524292 Penalty: 206.719925
	Iteration 0F: 2 clusters Score -1879.524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1677.071655 Penalty: 413.439850
	Iteration 0F: 3 clusters Score -1677.072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1742.814087 Penalty: 413.439850
	Iteration 1F: 3 clusters Score -1742.814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1792.099854 Penalty: 413.439850
	Iteration 2F: 3 clusters Score -1792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1809.243408 Penalty: 413.439850
	Iteration 3F: 3 clusters Score -1809.243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1830.194702 Penalty: 413.439850
	Iteration 4Q: 3 clusters Score -1830.195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1834.778931 Penalty: 413.439850
	Iteration 5Q: 3 clusters Score -1834.779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1838.733398 Penalty: 413.439850
	Iteration 6Q: 3 clusters Score -1838.733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1838.733398 Penalty: 413.439850
	Iteration 7F: 3 clusters Score -1838.733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (56164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Entering Unmasked Estep 
Score: -2825984.750000 Penalty: 497.589417
	Iteration 0F: 2 clusters Score -2825985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -2788308.000000 Penalty: 995.178833
	Iteration 0F: 3 clusters Score -2788308 nChanged 27216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -2804456.000000 Penalty: 995.178833
	Iteration 1F: 3 clusters Score -2804456 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -2805005.250000 Penalty: 995.178833
	Iteration 2Q: 3 clusters Score -2805005 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -2805737.500000 Penalty: 995.178833
	Iteration 3Q: 3 clusters Score -2805738 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -2806872.250000 Penalty: 995.178833
	Iteration 4Q: 3 clusters Score -2806872 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -2808810.250000 Penalty: 995.178833
	Iteration 5F: 3 clusters Score -2808810 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -2812134.750000 Penalty: 995.178833
	Iteration 6F: 3 clusters Score -2812135 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -2816886.000000 Penalty: 995.178833
	Iteration 7F: 3 clusters Score -2816886 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -2821882.250000 Penalty: 995.178833
	Iteration 8F: 3 clusters Score -2821882 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -2824570.750000 Penalty: 995.178833
	Iteration 9Q: 3 clusters Score -2824571 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -2825370.000000 Penalty: 995.178833
	Iteration 10Q: 3 clusters Score -2825370 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -2825492.750000 Penalty: 995.178833
	Iteration 11Q: 3 clusters Score -2825493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -2825528.750000 Penalty: 995.178833
	Iteration 12Q: 3 clusters Score -2825529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -2825538.750000 Penalty: 995.178833
	Iteration 13Q: 3 clusters Score -2825539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -2825541.500000 Penalty: 995.178833
	Iteration 14Q: 3 clusters Score -2825542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -2825548.750000 Penalty: 995.178833
	Iteration 15Q: 3 clusters Score -2825549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -2825566.750000 Penalty: 995.178833
	Iteration 16Q: 3 clusters Score -2825567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -2825568.250000 Penalty: 995.178833
	Iteration 17Q: 3 clusters Score -2825568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -2825569.250000 Penalty: 995.178833
	Iteration 18Q: 3 clusters Score -2825569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -2825569.250000 Penalty: 995.178833
	Iteration 19F: 3 clusters Score -2825569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -21659.046875 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -21659.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21175.933594 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -21175.93 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21429.466797 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -21429.47 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -21514.027344 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -21514.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21577.761719 Penalty: 566.434814
	Iteration 3F: 3 clusters Score -21577.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21630.705078 Penalty: 566.434814
	Iteration 4F: 3 clusters Score -21630.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21726.552734 Penalty: 566.434814
	Iteration 5F: 3 clusters Score -21726.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -21768.216797 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -21768.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21785.253906 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -21785.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21785.888672 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -21785.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21785.888672 Penalty: 566.434814
	Iteration 9F: 3 clusters Score -21785.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 167711 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 135431 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107504 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 179148 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 394 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Mstep: Class 64 contains 13858 members 
Mstep: Class 65 contains 34444 members 
Mstep: Class 66 contains 9263 members 
Mstep: Class 67 contains 179 members 
Mstep: Class 68 contains 839 members 
Mstep: Class 69 contains 402 members 
Entering Unmasked Estep 
Score: -90646320.000000 Penalty: 45495.535156
Splitting cluster 51 changes total score from -90642512.000000 to -90646320.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 52 (179148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179148 members 
Entering Unmasked Estep 
Score: -8893224.000000 Penalty: 550.366516
	Iteration 0F: 2 clusters Score -8893224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -8772579.000000 Penalty: 1100.733032
	Iteration 0F: 3 clusters Score -8772579 nChanged 87923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 113599 members 
Entering Unmasked Estep 
Score: -8831089.000000 Penalty: 1100.733032
	Iteration 1F: 3 clusters Score -8831089 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 125162 members 
Entering Unmasked Estep 
Score: -8840093.000000 Penalty: 1100.733032
	Iteration 2F: 3 clusters Score -8840093 nChanged 17268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 136848 members 
Entering Unmasked Estep 
Score: -8852303.000000 Penalty: 1100.733032
	Iteration 3F: 3 clusters Score -8852303 nChanged 14605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 143775 members 
Entering Unmasked Estep 
Score: -8864868.000000 Penalty: 1100.733032
	Iteration 4F: 3 clusters Score -8864868 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 144031 members 
Entering Unmasked Estep 
Score: -8872826.000000 Penalty: 1100.733032
	Iteration 5F: 3 clusters Score -8872826 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 141407 members 
Entering Unmasked Estep 
Score: -8874392.000000 Penalty: 1100.733032
	Iteration 6Q: 3 clusters Score -8874392 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 138600 members 
Entering Unmasked Estep 
Score: -8874655.000000 Penalty: 1100.733032
	Iteration 7Q: 3 clusters Score -8874655 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 135620 members 
Entering Unmasked Estep 
Score: -8875017.000000 Penalty: 1100.733032
	Iteration 8Q: 3 clusters Score -8875017 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 132368 members 
Entering Unmasked Estep 
Score: -8875382.000000 Penalty: 1100.733032
	Iteration 9Q: 3 clusters Score -8875382 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 129084 members 
Entering Unmasked Estep 
Score: -8875657.000000 Penalty: 1100.733032
	Iteration 10Q: 3 clusters Score -8875657 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 125763 members 
Entering Unmasked Estep 
Score: -8875942.000000 Penalty: 1100.733032
	Iteration 11Q: 3 clusters Score -8875942 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -8876138.000000 Penalty: 1100.733032
	Iteration 12Q: 3 clusters Score -8876138 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -8876538.000000 Penalty: 1100.733032
	Iteration 13Q: 3 clusters Score -8876538 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -8876969.000000 Penalty: 1100.733032
	Iteration 14Q: 3 clusters Score -8876969 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 112470 members 
Entering Unmasked Estep 
Score: -8877181.000000 Penalty: 1100.733032
	Iteration 15Q: 3 clusters Score -8877181 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 109333 members 
Entering Unmasked Estep 
Score: -8877423.000000 Penalty: 1100.733032
	Iteration 16Q: 3 clusters Score -8877423 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -8877578.000000 Penalty: 1100.733032
	Iteration 17Q: 3 clusters Score -8877578 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 103363 members 
Entering Unmasked Estep 
Score: -8877880.000000 Penalty: 1100.733032
	Iteration 18Q: 3 clusters Score -8877880 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78503 members 
Mstep: Class 2 contains 100645 members 
Entering Unmasked Estep 
Score: -8878097.000000 Penalty: 1100.733032
	Iteration 19Q: 3 clusters Score -8878097 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -8878701.000000 Penalty: 1100.733032
	Iteration 20F: 3 clusters Score -8878701 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 95128 members 
Entering Unmasked Estep 
Score: -8879224.000000 Penalty: 1100.733032
	Iteration 21Q: 3 clusters Score -8879224 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -8879672.000000 Penalty: 1100.733032
	Iteration 22Q: 3 clusters Score -8879672 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -8879958.000000 Penalty: 1100.733032
	Iteration 23Q: 3 clusters Score -8879958 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93058 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
Score: -8880230.000000 Penalty: 1100.733032
	Iteration 24Q: 3 clusters Score -8880230 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -8880315.000000 Penalty: 1100.733032
	Iteration 25Q: 3 clusters Score -8880315 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99077 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -8880306.000000 Penalty: 1100.733032
	Iteration 26Q: 3 clusters Score -8880306 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -8880016.000000 Penalty: 1100.733032
	Iteration 27Q: 3 clusters Score -8880016 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -8879631.000000 Penalty: 1100.733032
	Iteration 28Q: 3 clusters Score -8879631 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108715 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -8879313.000000 Penalty: 1100.733032
	Iteration 29Q: 3 clusters Score -8879313 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112373 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -8878995.000000 Penalty: 1100.733032
	Iteration 30Q: 3 clusters Score -8878995 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116246 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -8878779.000000 Penalty: 1100.733032
	Iteration 31Q: 3 clusters Score -8878779 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120206 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -8878454.000000 Penalty: 1100.733032
	Iteration 32Q: 3 clusters Score -8878454 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -8878410.000000 Penalty: 1100.733032
	Iteration 33Q: 3 clusters Score -8878410 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127900 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -8878501.000000 Penalty: 1100.733032
	Iteration 34Q: 3 clusters Score -8878501 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131497 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -8878489.000000 Penalty: 1100.733032
	Iteration 35Q: 3 clusters Score -8878489 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135012 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -8878703.000000 Penalty: 1100.733032
	Iteration 36Q: 3 clusters Score -8878703 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138403 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -8878897.000000 Penalty: 1100.733032
	Iteration 37Q: 3 clusters Score -8878897 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141628 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -8879025.000000 Penalty: 1100.733032
	Iteration 38Q: 3 clusters Score -8879025 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144769 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -8879236.000000 Penalty: 1100.733032
	Iteration 39Q: 3 clusters Score -8879236 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148030 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -8879587.000000 Penalty: 1100.733032
	Iteration 40F: 3 clusters Score -8879587 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151335 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -8879942.000000 Penalty: 1100.733032
	Iteration 41Q: 3 clusters Score -8879942 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154646 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -8880440.000000 Penalty: 1100.733032
	Iteration 42Q: 3 clusters Score -8880440 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157826 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -8880941.000000 Penalty: 1100.733032
	Iteration 43Q: 3 clusters Score -8880941 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160918 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -8882430.000000 Penalty: 1100.733032
	Iteration 44Q: 3 clusters Score -8882430 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163789 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -8884671.000000 Penalty: 1100.733032
	Iteration 45Q: 3 clusters Score -8884671 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166421 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -8886592.000000 Penalty: 1100.733032
	Iteration 46Q: 3 clusters Score -8886592 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168697 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -8888106.000000 Penalty: 1100.733032
	Iteration 47Q: 3 clusters Score -8888106 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170613 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -8889395.000000 Penalty: 1100.733032
	Iteration 48Q: 3 clusters Score -8889395 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172276 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -8890383.000000 Penalty: 1100.733032
	Iteration 49Q: 3 clusters Score -8890383 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173655 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -8891261.000000 Penalty: 1100.733032
	Iteration 50Q: 3 clusters Score -8891261 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174702 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -8892083.000000 Penalty: 1100.733032
	Iteration 51Q: 3 clusters Score -8892083 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175414 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -8892976.000000 Penalty: 1100.733032
	Iteration 52Q: 3 clusters Score -8892976 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175735 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -8893520.000000 Penalty: 1100.733032
	Iteration 53Q: 3 clusters Score -8893520 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175771 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8893676.000000 Penalty: 1100.733032
	Iteration 54Q: 3 clusters Score -8893676 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175713 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8893772.000000 Penalty: 1100.733032
	Iteration 55Q: 3 clusters Score -8893772 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175609 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -8893856.000000 Penalty: 1100.733032
	Iteration 56Q: 3 clusters Score -8893856 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -8893914.000000 Penalty: 1100.733032
	Iteration 57Q: 3 clusters Score -8893914 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -8893984.000000 Penalty: 1100.733032
	Iteration 58Q: 3 clusters Score -8893984 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175268 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -8894013.000000 Penalty: 1100.733032
	Iteration 59Q: 3 clusters Score -8894013 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175174 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -8894027.000000 Penalty: 1100.733032
	Iteration 60F: 3 clusters Score -8894027 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175077 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8894060.000000 Penalty: 1100.733032
	Iteration 61Q: 3 clusters Score -8894060 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -8894098.000000 Penalty: 1100.733032
	Iteration 62Q: 3 clusters Score -8894098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174894 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -8894119.000000 Penalty: 1100.733032
	Iteration 63Q: 3 clusters Score -8894119 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174809 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8894130.000000 Penalty: 1100.733032
	Iteration 64Q: 3 clusters Score -8894130 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174729 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -8894162.000000 Penalty: 1100.733032
	Iteration 65Q: 3 clusters Score -8894162 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174649 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -8894174.000000 Penalty: 1100.733032
	Iteration 66Q: 3 clusters Score -8894174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174565 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -8894180.000000 Penalty: 1100.733032
	Iteration 67Q: 3 clusters Score -8894180 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174500 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -8894189.000000 Penalty: 1100.733032
	Iteration 68Q: 3 clusters Score -8894189 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174419 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -8894218.000000 Penalty: 1100.733032
	Iteration 69Q: 3 clusters Score -8894218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174355 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -8894201.000000 Penalty: 1100.733032
	Iteration 70Q: 3 clusters Score -8894201 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174305 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -8894202.000000 Penalty: 1100.733032
	Iteration 71Q: 3 clusters Score -8894202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174272 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -8894214.000000 Penalty: 1100.733032
	Iteration 72Q: 3 clusters Score -8894214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174236 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -8894214.000000 Penalty: 1100.733032
	Iteration 73Q: 3 clusters Score -8894214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174210 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -8894226.000000 Penalty: 1100.733032
	Iteration 74Q: 3 clusters Score -8894226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174188 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -8894220.000000 Penalty: 1100.733032
	Iteration 75Q: 3 clusters Score -8894220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174163 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -8894230.000000 Penalty: 1100.733032
	Iteration 76Q: 3 clusters Score -8894230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174141 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -8894216.000000 Penalty: 1100.733032
	Iteration 77Q: 3 clusters Score -8894216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174122 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8894228.000000 Penalty: 1100.733032
	Iteration 78Q: 3 clusters Score -8894228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174105 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -8894234.000000 Penalty: 1100.733032
	Iteration 79Q: 3 clusters Score -8894234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174087 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -8894232.000000 Penalty: 1100.733032
	Iteration 80F: 3 clusters Score -8894232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174070 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -8894235.000000 Penalty: 1100.733032
	Iteration 81Q: 3 clusters Score -8894235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174060 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -8894228.000000 Penalty: 1100.733032
	Iteration 82Q: 3 clusters Score -8894228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174047 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -8894222.000000 Penalty: 1100.733032
	Iteration 83Q: 3 clusters Score -8894222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -8894232.000000 Penalty: 1100.733032
	Iteration 84Q: 3 clusters Score -8894232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174006 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -8894238.000000 Penalty: 1100.733032
	Iteration 85Q: 3 clusters Score -8894238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173967 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -8894253.000000 Penalty: 1100.733032
	Iteration 86Q: 3 clusters Score -8894253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173934 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -8894249.000000 Penalty: 1100.733032
	Iteration 87Q: 3 clusters Score -8894249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173903 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -8894256.000000 Penalty: 1100.733032
	Iteration 88Q: 3 clusters Score -8894256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173875 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -8894249.000000 Penalty: 1100.733032
	Iteration 89Q: 3 clusters Score -8894249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173843 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -8894228.000000 Penalty: 1100.733032
	Iteration 90Q: 3 clusters Score -8894228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173816 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -8894236.000000 Penalty: 1100.733032
	Iteration 91Q: 3 clusters Score -8894236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173800 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -8894238.000000 Penalty: 1100.733032
	Iteration 92Q: 3 clusters Score -8894238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173784 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8894238.000000 Penalty: 1100.733032
	Iteration 93Q: 3 clusters Score -8894238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173770 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -8894233.000000 Penalty: 1100.733032
	Iteration 94Q: 3 clusters Score -8894233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173763 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -8894228.000000 Penalty: 1100.733032
	Iteration 95Q: 3 clusters Score -8894228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173750 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8894232.000000 Penalty: 1100.733032
	Iteration 96Q: 3 clusters Score -8894232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173741 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -8894238.000000 Penalty: 1100.733032
	Iteration 97Q: 3 clusters Score -8894238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173737 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -8894234.000000 Penalty: 1100.733032
	Iteration 98Q: 3 clusters Score -8894234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173730 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -8894239.000000 Penalty: 1100.733032
	Iteration 99Q: 3 clusters Score -8894239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173725 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -8894240.000000 Penalty: 1100.733032
	Iteration 100F: 3 clusters Score -8894240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173725 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -8894238.000000 Penalty: 1100.733032
	Iteration 101Q: 3 clusters Score -8894238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173723 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -8894238.000000 Penalty: 1100.733032
	Iteration 102Q: 3 clusters Score -8894238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173720 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -8894235.000000 Penalty: 1100.733032
	Iteration 103Q: 3 clusters Score -8894235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173720 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -8894241.000000 Penalty: 1100.733032
	Iteration 104Q: 3 clusters Score -8894241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173722 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -8894238.000000 Penalty: 1100.733032
	Iteration 105Q: 3 clusters Score -8894238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173723 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -8894239.000000 Penalty: 1100.733032
	Iteration 106Q: 3 clusters Score -8894239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173722 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -8894244.000000 Penalty: 1100.733032
	Iteration 107Q: 3 clusters Score -8894244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173722 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -8894244.000000 Penalty: 1100.733032
	Iteration 108F: 3 clusters Score -8894244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 167711 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 135431 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107504 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 173722 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 394 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Mstep: Class 64 contains 13858 members 
Mstep: Class 65 contains 34444 members 
Mstep: Class 66 contains 9263 members 
Mstep: Class 67 contains 179 members 
Mstep: Class 68 contains 839 members 
Mstep: Class 69 contains 402 members 
Mstep: Class 70 contains 5426 members 
Entering Unmasked Estep 
Score: -90647040.000000 Penalty: 46154.890625
Splitting cluster 52 changes total score from -90642512.000000 to -90647040.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 53 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -19529.519531 Penalty: 270.990601
	Iteration 0F: 2 clusters Score -19529.52 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 199 members 
Entering Unmasked Estep 
Score: -19125.007812 Penalty: 541.981201
	Iteration 0F: 3 clusters Score -19125.01 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19264.451172 Penalty: 541.981201
	Iteration 1F: 3 clusters Score -19264.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19294.212891 Penalty: 541.981201
	Iteration 2F: 3 clusters Score -19294.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19313.792969 Penalty: 541.981201
	Iteration 3Q: 3 clusters Score -19313.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19327.378906 Penalty: 541.981201
	Iteration 4Q: 3 clusters Score -19327.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19340.335938 Penalty: 541.981201
	Iteration 5Q: 3 clusters Score -19340.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19346.283203 Penalty: 541.981201
	Iteration 6Q: 3 clusters Score -19346.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19351.925781 Penalty: 541.981201
	Iteration 7Q: 3 clusters Score -19351.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19357.382812 Penalty: 541.981201
	Iteration 8Q: 3 clusters Score -19357.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19361.857422 Penalty: 541.981201
	Iteration 9Q: 3 clusters Score -19361.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19367.152344 Penalty: 541.981201
	Iteration 10Q: 3 clusters Score -19367.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19371.683594 Penalty: 541.981201
	Iteration 11Q: 3 clusters Score -19371.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19372.343750 Penalty: 541.981201
	Iteration 12Q: 3 clusters Score -19372.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19372.343750 Penalty: 541.981201
	Iteration 13F: 3 clusters Score -19372.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (66985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Entering Unmasked Estep 
Score: -3292806.000000 Penalty: 505.606171
	Iteration 0F: 2 clusters Score -3292806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -3247743.000000 Penalty: 1011.212341
	Iteration 0F: 3 clusters Score -3247743 nChanged 32493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -3267579.250000 Penalty: 1011.212341
	Iteration 1F: 3 clusters Score -3267579 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3268570.000000 Penalty: 1011.212341
	Iteration 2Q: 3 clusters Score -3268570 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3270036.250000 Penalty: 1011.212341
	Iteration 3F: 3 clusters Score -3270036 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3272076.250000 Penalty: 1011.212341
	Iteration 4F: 3 clusters Score -3272076 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3274900.000000 Penalty: 1011.212341
	Iteration 5F: 3 clusters Score -3274900 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3278811.250000 Penalty: 1011.212341
	Iteration 6F: 3 clusters Score -3278811 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3283305.250000 Penalty: 1011.212341
	Iteration 7F: 3 clusters Score -3283305 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3286392.000000 Penalty: 1011.212341
	Iteration 8Q: 3 clusters Score -3286392 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3288088.500000 Penalty: 1011.212341
	Iteration 9Q: 3 clusters Score -3288088 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3289159.000000 Penalty: 1011.212341
	Iteration 10Q: 3 clusters Score -3289159 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3289718.500000 Penalty: 1011.212341
	Iteration 11Q: 3 clusters Score -3289718 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3290065.250000 Penalty: 1011.212341
	Iteration 12Q: 3 clusters Score -3290065 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3290262.500000 Penalty: 1011.212341
	Iteration 13Q: 3 clusters Score -3290262 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3290413.000000 Penalty: 1011.212341
	Iteration 14Q: 3 clusters Score -3290413 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3290489.000000 Penalty: 1011.212341
	Iteration 15Q: 3 clusters Score -3290489 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3290574.750000 Penalty: 1011.212341
	Iteration 16Q: 3 clusters Score -3290575 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3290661.250000 Penalty: 1011.212341
	Iteration 17Q: 3 clusters Score -3290661 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3290738.250000 Penalty: 1011.212341
	Iteration 18Q: 3 clusters Score -3290738 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3290780.250000 Penalty: 1011.212341
	Iteration 19Q: 3 clusters Score -3290780 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3290837.500000 Penalty: 1011.212341
	Iteration 20F: 3 clusters Score -3290838 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3290895.250000 Penalty: 1011.212341
	Iteration 21Q: 3 clusters Score -3290895 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3290943.000000 Penalty: 1011.212341
	Iteration 22Q: 3 clusters Score -3290943 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3290989.500000 Penalty: 1011.212341
	Iteration 23Q: 3 clusters Score -3290990 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3291018.500000 Penalty: 1011.212341
	Iteration 24Q: 3 clusters Score -3291018 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3291040.750000 Penalty: 1011.212341
	Iteration 25Q: 3 clusters Score -3291041 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3291073.000000 Penalty: 1011.212341
	Iteration 26Q: 3 clusters Score -3291073 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3291103.000000 Penalty: 1011.212341
	Iteration 27Q: 3 clusters Score -3291103 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3291126.250000 Penalty: 1011.212341
	Iteration 28Q: 3 clusters Score -3291126 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -3291149.250000 Penalty: 1011.212341
	Iteration 29Q: 3 clusters Score -3291149 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3291173.750000 Penalty: 1011.212341
	Iteration 30Q: 3 clusters Score -3291174 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3291202.500000 Penalty: 1011.212341
	Iteration 31Q: 3 clusters Score -3291202 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3291218.250000 Penalty: 1011.212341
	Iteration 32Q: 3 clusters Score -3291218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3291220.250000 Penalty: 1011.212341
	Iteration 33Q: 3 clusters Score -3291220 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3291230.750000 Penalty: 1011.212341
	Iteration 34Q: 3 clusters Score -3291231 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3291254.500000 Penalty: 1011.212341
	Iteration 35Q: 3 clusters Score -3291254 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3291278.000000 Penalty: 1011.212341
	Iteration 36Q: 3 clusters Score -3291278 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3291295.250000 Penalty: 1011.212341
	Iteration 37Q: 3 clusters Score -3291295 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3291315.000000 Penalty: 1011.212341
	Iteration 38Q: 3 clusters Score -3291315 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3291340.750000 Penalty: 1011.212341
	Iteration 39Q: 3 clusters Score -3291341 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3291349.750000 Penalty: 1011.212341
	Iteration 40F: 3 clusters Score -3291350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3291380.500000 Penalty: 1011.212341
	Iteration 41Q: 3 clusters Score -3291380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3291397.000000 Penalty: 1011.212341
	Iteration 42Q: 3 clusters Score -3291397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3291402.250000 Penalty: 1011.212341
	Iteration 43Q: 3 clusters Score -3291402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3291416.250000 Penalty: 1011.212341
	Iteration 44Q: 3 clusters Score -3291416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3291428.250000 Penalty: 1011.212341
	Iteration 45Q: 3 clusters Score -3291428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3291438.250000 Penalty: 1011.212341
	Iteration 46Q: 3 clusters Score -3291438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3291438.500000 Penalty: 1011.212341
	Iteration 47Q: 3 clusters Score -3291438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3291441.000000 Penalty: 1011.212341
	Iteration 48Q: 3 clusters Score -3291441 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3291448.750000 Penalty: 1011.212341
	Iteration 49Q: 3 clusters Score -3291449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3291447.250000 Penalty: 1011.212341
	Iteration 50Q: 3 clusters Score -3291447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -3291455.250000 Penalty: 1011.212341
	Iteration 51Q: 3 clusters Score -3291455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3291463.000000 Penalty: 1011.212341
	Iteration 52Q: 3 clusters Score -3291463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3291478.750000 Penalty: 1011.212341
	Iteration 53Q: 3 clusters Score -3291479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3291476.500000 Penalty: 1011.212341
	Iteration 54Q: 3 clusters Score -3291476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3291479.500000 Penalty: 1011.212341
	Iteration 55Q: 3 clusters Score -3291480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3291481.250000 Penalty: 1011.212341
	Iteration 56Q: 3 clusters Score -3291481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3291484.750000 Penalty: 1011.212341
	Iteration 57Q: 3 clusters Score -3291485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3291475.250000 Penalty: 1011.212341
	Iteration 58Q: 3 clusters Score -3291475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3291474.750000 Penalty: 1011.212341
	Iteration 59Q: 3 clusters Score -3291475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -3291480.250000 Penalty: 1011.212341
	Iteration 60F: 3 clusters Score -3291480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3291485.250000 Penalty: 1011.212341
	Iteration 61Q: 3 clusters Score -3291485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3291483.250000 Penalty: 1011.212341
	Iteration 62Q: 3 clusters Score -3291483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3291491.750000 Penalty: 1011.212341
	Iteration 63Q: 3 clusters Score -3291492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3291488.500000 Penalty: 1011.212341
	Iteration 64Q: 3 clusters Score -3291488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3291485.250000 Penalty: 1011.212341
	Iteration 65Q: 3 clusters Score -3291485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3291495.250000 Penalty: 1011.212341
	Iteration 66Q: 3 clusters Score -3291495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3291494.000000 Penalty: 1011.212341
	Iteration 67Q: 3 clusters Score -3291494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -3291498.250000 Penalty: 1011.212341
	Iteration 68Q: 3 clusters Score -3291498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3291499.250000 Penalty: 1011.212341
	Iteration 69Q: 3 clusters Score -3291499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3291501.000000 Penalty: 1011.212341
	Iteration 70Q: 3 clusters Score -3291501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3291500.250000 Penalty: 1011.212341
	Iteration 71Q: 3 clusters Score -3291500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3291501.000000 Penalty: 1011.212341
	Iteration 72Q: 3 clusters Score -3291501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3291500.250000 Penalty: 1011.212341
	Iteration 73Q: 3 clusters Score -3291500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3291502.250000 Penalty: 1011.212341
	Iteration 74Q: 3 clusters Score -3291502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3291502.250000 Penalty: 1011.212341
	Iteration 75F: 3 clusters Score -3291502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -44575.070312 Penalty: 308.123077
	Iteration 0F: 2 clusters Score -44575.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -43845.878906 Penalty: 616.246155
	Iteration 0F: 3 clusters Score -43845.88 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -44069.035156 Penalty: 616.246155
	Iteration 1F: 3 clusters Score -44069.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -44129.234375 Penalty: 616.246155
	Iteration 2F: 3 clusters Score -44129.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -44179.542969 Penalty: 616.246155
	Iteration 3F: 3 clusters Score -44179.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -44213.613281 Penalty: 616.246155
	Iteration 4Q: 3 clusters Score -44213.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -44249.566406 Penalty: 616.246155
	Iteration 5Q: 3 clusters Score -44249.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -44281.671875 Penalty: 616.246155
	Iteration 6Q: 3 clusters Score -44281.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -44310.757812 Penalty: 616.246155
	Iteration 7Q: 3 clusters Score -44310.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -44323.792969 Penalty: 616.246155
	Iteration 8Q: 3 clusters Score -44323.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -44333.414062 Penalty: 616.246155
	Iteration 9Q: 3 clusters Score -44333.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -44346.199219 Penalty: 616.246155
	Iteration 10Q: 3 clusters Score -44346.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -44359.824219 Penalty: 616.246155
	Iteration 11Q: 3 clusters Score -44359.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -44376.859375 Penalty: 616.246155
	Iteration 12Q: 3 clusters Score -44376.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -44390.324219 Penalty: 616.246155
	Iteration 13Q: 3 clusters Score -44390.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -44404.746094 Penalty: 616.246155
	Iteration 14Q: 3 clusters Score -44404.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -44415.140625 Penalty: 616.246155
	Iteration 15Q: 3 clusters Score -44415.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -44421.972656 Penalty: 616.246155
	Iteration 16Q: 3 clusters Score -44421.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -44430.808594 Penalty: 616.246155
	Iteration 17Q: 3 clusters Score -44430.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -44441.464844 Penalty: 616.246155
	Iteration 18Q: 3 clusters Score -44441.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -44443.789062 Penalty: 616.246155
	Iteration 19Q: 3 clusters Score -44443.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -44443.789062 Penalty: 616.246155
	Iteration 20F: 3 clusters Score -44443.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (104309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Entering Unmasked Estep 
Score: -5303229.000000 Penalty: 525.757629
	Iteration 0F: 2 clusters Score -5303229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -5233156.000000 Penalty: 1051.515259
	Iteration 0F: 3 clusters Score -5233156 nChanged 51237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -5265829.500000 Penalty: 1051.515259
	Iteration 1F: 3 clusters Score -5265830 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -5267917.000000 Penalty: 1051.515259
	Iteration 2F: 3 clusters Score -5267917 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -5271058.500000 Penalty: 1051.515259
	Iteration 3F: 3 clusters Score -5271058 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -5275863.500000 Penalty: 1051.515259
	Iteration 4F: 3 clusters Score -5275864 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -5282535.000000 Penalty: 1051.515259
	Iteration 5F: 3 clusters Score -5282535 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -5289323.000000 Penalty: 1051.515259
	Iteration 6F: 3 clusters Score -5289323 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -5294027.000000 Penalty: 1051.515259
	Iteration 7Q: 3 clusters Score -5294027 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -5296705.000000 Penalty: 1051.515259
	Iteration 8Q: 3 clusters Score -5296705 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -5298455.000000 Penalty: 1051.515259
	Iteration 9Q: 3 clusters Score -5298455 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -5299540.500000 Penalty: 1051.515259
	Iteration 10Q: 3 clusters Score -5299540 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -5300360.000000 Penalty: 1051.515259
	Iteration 11Q: 3 clusters Score -5300360 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -5300978.500000 Penalty: 1051.515259
	Iteration 12Q: 3 clusters Score -5300978 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -5301481.000000 Penalty: 1051.515259
	Iteration 13Q: 3 clusters Score -5301481 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 97239 members 
Entering Unmasked Estep 
Score: -5301888.000000 Penalty: 1051.515259
	Iteration 14Q: 3 clusters Score -5301888 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -5302196.500000 Penalty: 1051.515259
	Iteration 15Q: 3 clusters Score -5302196 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -5302449.500000 Penalty: 1051.515259
	Iteration 16Q: 3 clusters Score -5302450 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -5302658.500000 Penalty: 1051.515259
	Iteration 17Q: 3 clusters Score -5302658 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -5302790.000000 Penalty: 1051.515259
	Iteration 18Q: 3 clusters Score -5302790 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -5302889.000000 Penalty: 1051.515259
	Iteration 19Q: 3 clusters Score -5302889 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 98723 members 
Entering Unmasked Estep 
Score: -5302955.500000 Penalty: 1051.515259
	Iteration 20F: 3 clusters Score -5302956 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -5302982.500000 Penalty: 1051.515259
	Iteration 21Q: 3 clusters Score -5302982 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 98931 members 
Entering Unmasked Estep 
Score: -5303010.000000 Penalty: 1051.515259
	Iteration 22Q: 3 clusters Score -5303010 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -5303033.500000 Penalty: 1051.515259
	Iteration 23Q: 3 clusters Score -5303034 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -5303046.500000 Penalty: 1051.515259
	Iteration 24Q: 3 clusters Score -5303046 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -5303060.000000 Penalty: 1051.515259
	Iteration 25Q: 3 clusters Score -5303060 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 99264 members 
Entering Unmasked Estep 
Score: -5303065.500000 Penalty: 1051.515259
	Iteration 26Q: 3 clusters Score -5303066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 99342 members 
Entering Unmasked Estep 
Score: -5303074.500000 Penalty: 1051.515259
	Iteration 27Q: 3 clusters Score -5303074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -5303075.500000 Penalty: 1051.515259
	Iteration 28Q: 3 clusters Score -5303076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 99457 members 
Entering Unmasked Estep 
Score: -5303078.000000 Penalty: 1051.515259
	Iteration 29Q: 3 clusters Score -5303078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 99508 members 
Entering Unmasked Estep 
Score: -5303077.000000 Penalty: 1051.515259
	Iteration 30Q: 3 clusters Score -5303077 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 99556 members 
Entering Unmasked Estep 
Score: -5303078.500000 Penalty: 1051.515259
	Iteration 31Q: 3 clusters Score -5303078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 99606 members 
Entering Unmasked Estep 
Score: -5303084.000000 Penalty: 1051.515259
	Iteration 32Q: 3 clusters Score -5303084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 99658 members 
Entering Unmasked Estep 
Score: -5303085.500000 Penalty: 1051.515259
	Iteration 33Q: 3 clusters Score -5303086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 99692 members 
Entering Unmasked Estep 
Score: -5303092.500000 Penalty: 1051.515259
	Iteration 34Q: 3 clusters Score -5303092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -5303095.500000 Penalty: 1051.515259
	Iteration 35Q: 3 clusters Score -5303096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -5303111.000000 Penalty: 1051.515259
	Iteration 36Q: 3 clusters Score -5303111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 99775 members 
Entering Unmasked Estep 
Score: -5303109.500000 Penalty: 1051.515259
	Iteration 37Q: 3 clusters Score -5303110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 99792 members 
Entering Unmasked Estep 
Score: -5303110.500000 Penalty: 1051.515259
	Iteration 38Q: 3 clusters Score -5303110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -5303105.000000 Penalty: 1051.515259
	Iteration 39Q: 3 clusters Score -5303105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -5303107.000000 Penalty: 1051.515259
	Iteration 40F: 3 clusters Score -5303107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -5303103.000000 Penalty: 1051.515259
	Iteration 41Q: 3 clusters Score -5303103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 99836 members 
Entering Unmasked Estep 
Score: -5303107.500000 Penalty: 1051.515259
	Iteration 42Q: 3 clusters Score -5303108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -5303105.000000 Penalty: 1051.515259
	Iteration 43Q: 3 clusters Score -5303105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -5303107.000000 Penalty: 1051.515259
	Iteration 44Q: 3 clusters Score -5303107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -5303109.500000 Penalty: 1051.515259
	Iteration 45Q: 3 clusters Score -5303110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -5303110.000000 Penalty: 1051.515259
	Iteration 46Q: 3 clusters Score -5303110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -5303105.000000 Penalty: 1051.515259
	Iteration 47Q: 3 clusters Score -5303105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -5303106.500000 Penalty: 1051.515259
	Iteration 48Q: 3 clusters Score -5303106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -5303099.500000 Penalty: 1051.515259
	Iteration 49Q: 3 clusters Score -5303100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -5303103.500000 Penalty: 1051.515259
	Iteration 50Q: 3 clusters Score -5303104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -5303111.000000 Penalty: 1051.515259
	Iteration 51Q: 3 clusters Score -5303111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -5303116.000000 Penalty: 1051.515259
	Iteration 52Q: 3 clusters Score -5303116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -5303115.000000 Penalty: 1051.515259
	Iteration 53Q: 3 clusters Score -5303115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -5303116.500000 Penalty: 1051.515259
	Iteration 54Q: 3 clusters Score -5303116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 99874 members 
Entering Unmasked Estep 
Score: -5303114.500000 Penalty: 1051.515259
	Iteration 55Q: 3 clusters Score -5303114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -5303112.500000 Penalty: 1051.515259
	Iteration 56Q: 3 clusters Score -5303112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 99878 members 
Entering Unmasked Estep 
Score: -5303109.000000 Penalty: 1051.515259
	Iteration 57Q: 3 clusters Score -5303109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -5303111.500000 Penalty: 1051.515259
	Iteration 58Q: 3 clusters Score -5303112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -5303113.500000 Penalty: 1051.515259
	Iteration 59Q: 3 clusters Score -5303114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 99884 members 
Entering Unmasked Estep 
Score: -5303112.500000 Penalty: 1051.515259
	Iteration 60F: 3 clusters Score -5303112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -19718.445312 Penalty: 271.923950
	Iteration 0F: 2 clusters Score -19718.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19362.294922 Penalty: 543.847900
	Iteration 0F: 3 clusters Score -19362.29 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19629.560547 Penalty: 543.847900
	Iteration 1F: 3 clusters Score -19629.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19708.623047 Penalty: 543.847900
	Iteration 2F: 3 clusters Score -19708.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19779.585938 Penalty: 543.847900
	Iteration 3F: 3 clusters Score -19779.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19874.746094 Penalty: 543.847900
	Iteration 4F: 3 clusters Score -19874.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20018.710938 Penalty: 543.847900
	Iteration 5F: 3 clusters Score -20018.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20222.484375 Penalty: 543.847900
	Iteration 6F: 3 clusters Score -20222.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20252.201172 Penalty: 543.847900
	Iteration 7Q: 3 clusters Score -20252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20252.201172 Penalty: 543.847900
	Iteration 8F: 3 clusters Score -20252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 167711 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 135431 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107504 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 173722 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 889 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Mstep: Class 64 contains 13858 members 
Mstep: Class 65 contains 34444 members 
Mstep: Class 66 contains 9263 members 
Mstep: Class 67 contains 179 members 
Mstep: Class 68 contains 839 members 
Mstep: Class 69 contains 402 members 
Mstep: Class 70 contains 5426 members 
Mstep: Class 71 contains 265 members 
Entering Unmasked Estep 
Score: -90647376.000000 Penalty: 46814.246094
Splitting cluster 57 changes total score from -90642512.000000 to -90647376.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 58 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -62229.492188 Penalty: 323.425110
	Iteration 0F: 2 clusters Score -62229.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -61261.867188 Penalty: 646.850220
	Iteration 0F: 3 clusters Score -61261.87 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -61547.242188 Penalty: 646.850220
	Iteration 1F: 3 clusters Score -61547.24 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -61604.660156 Penalty: 646.850220
	Iteration 2F: 3 clusters Score -61604.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -61663.429688 Penalty: 646.850220
	Iteration 3F: 3 clusters Score -61663.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -61715.964844 Penalty: 646.850220
	Iteration 4F: 3 clusters Score -61715.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -61770.332031 Penalty: 646.850220
	Iteration 5Q: 3 clusters Score -61770.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -61804.347656 Penalty: 646.850220
	Iteration 6Q: 3 clusters Score -61804.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -61831.363281 Penalty: 646.850220
	Iteration 7Q: 3 clusters Score -61831.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -61842.519531 Penalty: 646.850220
	Iteration 8Q: 3 clusters Score -61842.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -61854.062500 Penalty: 646.850220
	Iteration 9Q: 3 clusters Score -61854.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -61862.511719 Penalty: 646.850220
	Iteration 10Q: 3 clusters Score -61862.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -61870.031250 Penalty: 646.850220
	Iteration 11Q: 3 clusters Score -61870.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -61881.539062 Penalty: 646.850220
	Iteration 12Q: 3 clusters Score -61881.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -61890.457031 Penalty: 646.850220
	Iteration 13Q: 3 clusters Score -61890.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -61903.878906 Penalty: 646.850220
	Iteration 14Q: 3 clusters Score -61903.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -61918.539062 Penalty: 646.850220
	Iteration 15Q: 3 clusters Score -61918.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -61930.851562 Penalty: 646.850220
	Iteration 16Q: 3 clusters Score -61930.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -61938.464844 Penalty: 646.850220
	Iteration 17Q: 3 clusters Score -61938.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -61948.132812 Penalty: 646.850220
	Iteration 18Q: 3 clusters Score -61948.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61956.964844 Penalty: 646.850220
	Iteration 19Q: 3 clusters Score -61956.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61962.671875 Penalty: 646.850220
	Iteration 20F: 3 clusters Score -61962.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -61965.167969 Penalty: 646.850220
	Iteration 21Q: 3 clusters Score -61965.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61966.886719 Penalty: 646.850220
	Iteration 22Q: 3 clusters Score -61966.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -61969.066406 Penalty: 646.850220
	Iteration 23Q: 3 clusters Score -61969.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61970.449219 Penalty: 646.850220
	Iteration 24Q: 3 clusters Score -61970.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -61974.789062 Penalty: 646.850220
	Iteration 25Q: 3 clusters Score -61974.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -61976.472656 Penalty: 646.850220
	Iteration 26Q: 3 clusters Score -61976.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -61978.058594 Penalty: 646.850220
	Iteration 27Q: 3 clusters Score -61978.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -61979.535156 Penalty: 646.850220
	Iteration 28Q: 3 clusters Score -61979.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -61979.847656 Penalty: 646.850220
	Iteration 29Q: 3 clusters Score -61979.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -61979.847656 Penalty: 646.850220
	Iteration 30F: 3 clusters Score -61979.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -41274.312500 Penalty: 308.949432
	Iteration 0F: 2 clusters Score -41274.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40559.191406 Penalty: 617.898865
	Iteration 0F: 3 clusters Score -40559.19 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40864.332031 Penalty: 617.898865
	Iteration 1F: 3 clusters Score -40864.33 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40986.250000 Penalty: 617.898865
	Iteration 2F: 3 clusters Score -40986.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -41114.167969 Penalty: 617.898865
	Iteration 3F: 3 clusters Score -41114.17 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -41204.964844 Penalty: 617.898865
	Iteration 4F: 3 clusters Score -41204.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -41268.238281 Penalty: 617.898865
	Iteration 5F: 3 clusters Score -41268.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -41350.609375 Penalty: 617.898865
	Iteration 6F: 3 clusters Score -41350.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41429.660156 Penalty: 617.898865
	Iteration 7F: 3 clusters Score -41429.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41489.925781 Penalty: 617.898865
	Iteration 8Q: 3 clusters Score -41489.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41528.480469 Penalty: 617.898865
	Iteration 9Q: 3 clusters Score -41528.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41531.386719 Penalty: 617.898865
	Iteration 10Q: 3 clusters Score -41531.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41533.421875 Penalty: 617.898865
	Iteration 11Q: 3 clusters Score -41533.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41538.710938 Penalty: 617.898865
	Iteration 12Q: 3 clusters Score -41538.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41542.367188 Penalty: 617.898865
	Iteration 13Q: 3 clusters Score -41542.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41549.582031 Penalty: 617.898865
	Iteration 14Q: 3 clusters Score -41549.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41560.792969 Penalty: 617.898865
	Iteration 15Q: 3 clusters Score -41560.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41576.464844 Penalty: 617.898865
	Iteration 16Q: 3 clusters Score -41576.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41582.828125 Penalty: 617.898865
	Iteration 17Q: 3 clusters Score -41582.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41583.878906 Penalty: 617.898865
	Iteration 18Q: 3 clusters Score -41583.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41584.175781 Penalty: 617.898865
	Iteration 19Q: 3 clusters Score -41584.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41584.175781 Penalty: 617.898865
	Iteration 20F: 3 clusters Score -41584.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 167711 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 135431 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107504 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 173722 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 639 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Mstep: Class 64 contains 13858 members 
Mstep: Class 65 contains 34444 members 
Mstep: Class 66 contains 9263 members 
Mstep: Class 67 contains 179 members 
Mstep: Class 68 contains 839 members 
Mstep: Class 69 contains 402 members 
Mstep: Class 70 contains 5426 members 
Mstep: Class 71 contains 265 members 
Mstep: Class 72 contains 302 members 
Entering Unmasked Estep 
Score: -90647208.000000 Penalty: 47473.601562
Splitting cluster 59 changes total score from -90642512.000000 to -90647208.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 60 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -31973.738281 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -31973.74 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 300 members 
Entering Unmasked Estep 
Score: -31409.181641 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -31409.18 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31621.658203 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -31621.66 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31731.566406 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -31731.57 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31839.638672 Penalty: 587.851318
	Iteration 3F: 3 clusters Score -31839.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31907.191406 Penalty: 587.851318
	Iteration 4F: 3 clusters Score -31907.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31945.714844 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -31945.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31965.853516 Penalty: 587.851318
	Iteration 6Q: 3 clusters Score -31965.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31977.617188 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -31977.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31983.732422 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -31983.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31986.671875 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -31986.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31987.779297 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -31987.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31990.232422 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -31990.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31990.539062 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -31990.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31990.539062 Penalty: 587.851318
	Iteration 13F: 3 clusters Score -31990.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 167711 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 135431 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107504 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 173722 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 332 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Mstep: Class 64 contains 13858 members 
Mstep: Class 65 contains 34444 members 
Mstep: Class 66 contains 9263 members 
Mstep: Class 67 contains 179 members 
Mstep: Class 68 contains 839 members 
Mstep: Class 69 contains 402 members 
Mstep: Class 70 contains 5426 members 
Mstep: Class 71 contains 265 members 
Mstep: Class 72 contains 302 members 
Mstep: Class 73 contains 307 members 
Entering Unmasked Estep 
Score: -90647000.000000 Penalty: 48132.957031
Splitting cluster 60 changes total score from -90642512.000000 to -90647000.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 61 (14597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Entering Unmasked Estep 
Score: -728732.375000 Penalty: 436.279999
	Iteration 0F: 2 clusters Score -728732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -718913.187500 Penalty: 872.559998
	Iteration 0F: 3 clusters Score -718913.2 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -723140.812500 Penalty: 872.559998
	Iteration 1F: 3 clusters Score -723140.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -723497.500000 Penalty: 872.559998
	Iteration 2F: 3 clusters Score -723497.5 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -724057.187500 Penalty: 872.559998
	Iteration 3F: 3 clusters Score -724057.2 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -724871.250000 Penalty: 872.559998
	Iteration 4F: 3 clusters Score -724871.2 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -726084.125000 Penalty: 872.559998
	Iteration 5F: 3 clusters Score -726084.1 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -727307.625000 Penalty: 872.559998
	Iteration 6F: 3 clusters Score -727307.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -727988.437500 Penalty: 872.559998
	Iteration 7Q: 3 clusters Score -727988.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -728244.937500 Penalty: 872.559998
	Iteration 8Q: 3 clusters Score -728244.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -728315.750000 Penalty: 872.559998
	Iteration 9Q: 3 clusters Score -728315.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -728337.000000 Penalty: 872.559998
	Iteration 10Q: 3 clusters Score -728337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -728346.375000 Penalty: 872.559998
	Iteration 11Q: 3 clusters Score -728346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -728347.750000 Penalty: 872.559998
	Iteration 12Q: 3 clusters Score -728347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -728347.750000 Penalty: 872.559998
	Iteration 13F: 3 clusters Score -728347.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -24987.306641 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -24987.31 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 253 members 
Entering Unmasked Estep 
Score: -24511.066406 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -24511.07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24666.357422 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -24666.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24716.292969 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -24716.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24744.138672 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -24744.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24750.099609 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -24750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24751.443359 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -24751.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24751.443359 Penalty: 563.132019
	Iteration 6F: 3 clusters Score -24751.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -19142.218750 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -19142.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18733.761719 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -18733.76 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18879.937500 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -18879.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18945.048828 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -18945.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18961.558594 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -18961.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18974.884766 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -18974.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18984.777344 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -18984.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18989.658203 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -18989.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18996.615234 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -18996.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19004.654297 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -19004.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19010.242188 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -19010.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19014.837891 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -19014.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19019.542969 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -19019.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19025.033203 Penalty: 542.685730
	Iteration 12Q: 3 clusters Score -19025.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19031.472656 Penalty: 542.685730
	Iteration 13Q: 3 clusters Score -19031.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19037.501953 Penalty: 542.685730
	Iteration 14Q: 3 clusters Score -19037.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19053.435547 Penalty: 542.685730
	Iteration 15Q: 3 clusters Score -19053.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19063.957031 Penalty: 542.685730
	Iteration 16Q: 3 clusters Score -19063.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19069.095703 Penalty: 542.685730
	Iteration 17Q: 3 clusters Score -19069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19071.669922 Penalty: 542.685730
	Iteration 18Q: 3 clusters Score -19071.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19071.669922 Penalty: 542.685730
	Iteration 19F: 3 clusters Score -19071.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98911 members 
Mstep: Class 3 contains 104995 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 66148 members 
Mstep: Class 9 contains 37050 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 57725 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5374 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 113154 members 
Mstep: Class 19 contains 105432 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75265 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 33101 members 
Mstep: Class 25 contains 19333 members 
Mstep: Class 26 contains 7160 members 
Mstep: Class 27 contains 7736 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2440 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 1840 members 
Mstep: Class 35 contains 4043 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 167711 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 135431 members 
Mstep: Class 40 contains 87 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 7627 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 174 members 
Mstep: Class 49 contains 94 members 
Mstep: Class 50 contains 56164 members 
Mstep: Class 51 contains 103 members 
Mstep: Class 52 contains 173722 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 66985 members 
Mstep: Class 55 contains 873 members 
Mstep: Class 56 contains 104309 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 332 members 
Mstep: Class 61 contains 14597 members 
Mstep: Class 62 contains 487 members 
Mstep: Class 63 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 561.940186 but Gain 659.355469
Score: -90658832.000000 Penalty: 47473.601562
Iteration 279Q: 73 clusters Score -9.065883e+07 nChanged 38085
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99194 members 
Mstep: Class 3 contains 104355 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 216871 members 
Mstep: Class 8 contains 67693 members 
Mstep: Class 9 contains 37075 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 11 contains 7132 members 
Mstep: Class 12 contains 57719 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 5463 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 23744 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 112709 members 
Mstep: Class 19 contains 106526 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 75696 members 
Mstep: Class 22 contains 1024 members 
Mstep: Class 23 contains 3743 members 
Mstep: Class 24 contains 37373 members 
Mstep: Class 25 contains 19367 members 
Mstep: Class 26 contains 7163 members 
Mstep: Class 27 contains 7714 members 
Mstep: Class 28 contains 38026 members 
Mstep: Class 29 contains 8447 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 3944 members 
Mstep: Class 34 contains 1842 members 
Mstep: Class 35 contains 4045 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 165700 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 134634 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 103722 members 
Mstep: Class 43 contains 510 members 
Mstep: Class 44 contains 7520 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 172 members 
Mstep: Class 49 contains 96 members 
Mstep: Class 50 contains 55626 members 
Mstep: Class 51 contains 139 members 
Mstep: Class 52 contains 174576 members 
Mstep: Class 53 contains 381 members 
Mstep: Class 54 contains 70592 members 
Mstep: Class 55 contains 876 members 
Mstep: Class 56 contains 100941 members 
Mstep: Class 57 contains 141 members 
Mstep: Class 58 contains 1219 members 
Mstep: Class 59 contains 643 members 
Mstep: Class 60 contains 323 members 
Mstep: Class 61 contains 14327 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 389 members 
Mstep: Class 64 contains 13646 members 
Mstep: Class 65 contains 34482 members 
Mstep: Class 66 contains 8924 members 
Mstep: Class 67 contains 171 members 
Mstep: Class 68 contains 794 members 
Mstep: Class 69 contains 403 members 
Mstep: Class 70 contains 5339 members 
Mstep: Class 71 contains 274 members 
Mstep: Class 72 contains 296 members 
Mstep: Class 73 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90670000.000000 Penalty: 47473.601562
Iteration 280F: 73 clusters Score -9.067e+07 nChanged 39021
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99361 members 
Mstep: Class 3 contains 102078 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 216773 members 
Mstep: Class 8 contains 68667 members 
Mstep: Class 9 contains 37059 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 57585 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 5495 members 
Mstep: Class 15 contains 2758 members 
Mstep: Class 16 contains 22820 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 112198 members 
Mstep: Class 19 contains 107064 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 76145 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 3620 members 
Mstep: Class 24 contains 39370 members 
Mstep: Class 25 contains 19354 members 
Mstep: Class 26 contains 7163 members 
Mstep: Class 27 contains 7654 members 
Mstep: Class 28 contains 38744 members 
Mstep: Class 29 contains 8932 members 
Mstep: Class 30 contains 419 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 4193 members 
Mstep: Class 34 contains 1817 members 
Mstep: Class 35 contains 4044 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 168828 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 131228 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 104818 members 
Mstep: Class 43 contains 523 members 
Mstep: Class 44 contains 7469 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 90 members 
Mstep: Class 50 contains 55478 members 
Mstep: Class 51 contains 147 members 
Mstep: Class 52 contains 174110 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 71995 members 
Mstep: Class 55 contains 872 members 
Mstep: Class 56 contains 94730 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 672 members 
Mstep: Class 60 contains 318 members 
Mstep: Class 61 contains 14131 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 392 members 
Mstep: Class 64 contains 13805 members 
Mstep: Class 65 contains 37254 members 
Mstep: Class 66 contains 9523 members 
Mstep: Class 67 contains 168 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 406 members 
Mstep: Class 70 contains 5558 members 
Mstep: Class 71 contains 289 members 
Mstep: Class 72 contains 292 members 
Mstep: Class 73 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90676288.000000 Penalty: 47473.601562
Iteration 281Q: 73 clusters Score -9.067629e+07 nChanged 31712
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99434 members 
Mstep: Class 3 contains 100131 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 2328 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 216727 members 
Mstep: Class 8 contains 69576 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 57446 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 14 contains 5514 members 
Mstep: Class 15 contains 2608 members 
Mstep: Class 16 contains 21992 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 111695 members 
Mstep: Class 19 contains 107407 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 76558 members 
Mstep: Class 22 contains 1019 members 
Mstep: Class 23 contains 3544 members 
Mstep: Class 24 contains 41253 members 
Mstep: Class 25 contains 19334 members 
Mstep: Class 26 contains 7165 members 
Mstep: Class 27 contains 7585 members 
Mstep: Class 28 contains 39550 members 
Mstep: Class 29 contains 9354 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 2226 members 
Mstep: Class 33 contains 4460 members 
Mstep: Class 34 contains 1798 members 
Mstep: Class 35 contains 4042 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 172079 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 128552 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 106216 members 
Mstep: Class 43 contains 537 members 
Mstep: Class 44 contains 7470 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 54843 members 
Mstep: Class 51 contains 143 members 
Mstep: Class 52 contains 174480 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 72646 members 
Mstep: Class 55 contains 872 members 
Mstep: Class 56 contains 89223 members 
Mstep: Class 57 contains 144 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 697 members 
Mstep: Class 60 contains 311 members 
Mstep: Class 61 contains 13909 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 393 members 
Mstep: Class 64 contains 13890 members 
Mstep: Class 65 contains 38914 members 
Mstep: Class 66 contains 9868 members 
Mstep: Class 67 contains 163 members 
Mstep: Class 68 contains 826 members 
Mstep: Class 69 contains 411 members 
Mstep: Class 70 contains 5587 members 
Mstep: Class 71 contains 291 members 
Mstep: Class 72 contains 284 members 
Mstep: Class 73 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679184.000000 Penalty: 47473.601562
Iteration 282Q: 73 clusters Score -9.067918e+07 nChanged 28528
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99399 members 
Mstep: Class 3 contains 98377 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 1842 members 
Mstep: Class 7 contains 216693 members 
Mstep: Class 8 contains 70402 members 
Mstep: Class 9 contains 37047 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6950 members 
Mstep: Class 12 contains 57355 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 14 contains 5527 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 16 contains 21268 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 111150 members 
Mstep: Class 19 contains 107622 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 76947 members 
Mstep: Class 22 contains 1018 members 
Mstep: Class 23 contains 3481 members 
Mstep: Class 24 contains 43244 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 7165 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 40411 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 2197 members 
Mstep: Class 33 contains 4708 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4039 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 174537 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 126346 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 107369 members 
Mstep: Class 43 contains 551 members 
Mstep: Class 44 contains 7513 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 809 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 53574 members 
Mstep: Class 51 contains 145 members 
Mstep: Class 52 contains 174922 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 72744 members 
Mstep: Class 55 contains 875 members 
Mstep: Class 56 contains 85358 members 
Mstep: Class 57 contains 144 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 711 members 
Mstep: Class 60 contains 307 members 
Mstep: Class 61 contains 13651 members 
Mstep: Class 62 contains 491 members 
Mstep: Class 63 contains 395 members 
Mstep: Class 64 contains 13944 members 
Mstep: Class 65 contains 40547 members 
Mstep: Class 66 contains 10241 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 828 members 
Mstep: Class 69 contains 413 members 
Mstep: Class 70 contains 5570 members 
Mstep: Class 71 contains 292 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681752.000000 Penalty: 47473.601562
Iteration 283Q: 73 clusters Score -9.068175e+07 nChanged 26445
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99287 members 
Mstep: Class 3 contains 96914 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 1839 members 
Mstep: Class 7 contains 216657 members 
Mstep: Class 8 contains 71086 members 
Mstep: Class 9 contains 37037 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 57302 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 5516 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 20594 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 110557 members 
Mstep: Class 19 contains 107705 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 77323 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 3431 members 
Mstep: Class 24 contains 45412 members 
Mstep: Class 25 contains 19285 members 
Mstep: Class 26 contains 7166 members 
Mstep: Class 27 contains 7517 members 
Mstep: Class 28 contains 41326 members 
Mstep: Class 29 contains 9906 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 2180 members 
Mstep: Class 33 contains 4937 members 
Mstep: Class 34 contains 1782 members 
Mstep: Class 35 contains 4038 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 176215 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 124387 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 108358 members 
Mstep: Class 43 contains 557 members 
Mstep: Class 44 contains 7568 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 824 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 167 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 51872 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 175195 members 
Mstep: Class 53 contains 381 members 
Mstep: Class 54 contains 72286 members 
Mstep: Class 55 contains 876 members 
Mstep: Class 56 contains 83145 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1225 members 
Mstep: Class 59 contains 717 members 
Mstep: Class 60 contains 303 members 
Mstep: Class 61 contains 13366 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 398 members 
Mstep: Class 64 contains 13979 members 
Mstep: Class 65 contains 42173 members 
Mstep: Class 66 contains 10644 members 
Mstep: Class 67 contains 157 members 
Mstep: Class 68 contains 831 members 
Mstep: Class 69 contains 417 members 
Mstep: Class 70 contains 5532 members 
Mstep: Class 71 contains 292 members 
Mstep: Class 72 contains 280 members 
Mstep: Class 73 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682632.000000 Penalty: 47473.601562
Iteration 284Q: 73 clusters Score -9.068263e+07 nChanged 24258
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99165 members 
Mstep: Class 3 contains 95722 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 2283 members 
Mstep: Class 6 contains 1841 members 
Mstep: Class 7 contains 216660 members 
Mstep: Class 8 contains 71628 members 
Mstep: Class 9 contains 37035 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 57253 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 5517 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 19949 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 109956 members 
Mstep: Class 19 contains 107712 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 77644 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 3384 members 
Mstep: Class 24 contains 47636 members 
Mstep: Class 25 contains 19257 members 
Mstep: Class 26 contains 7169 members 
Mstep: Class 27 contains 7501 members 
Mstep: Class 28 contains 42252 members 
Mstep: Class 29 contains 10145 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 2168 members 
Mstep: Class 33 contains 5192 members 
Mstep: Class 34 contains 1775 members 
Mstep: Class 35 contains 4037 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 177357 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 122606 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 109178 members 
Mstep: Class 43 contains 558 members 
Mstep: Class 44 contains 7619 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 835 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 166 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 50052 members 
Mstep: Class 51 contains 154 members 
Mstep: Class 52 contains 175192 members 
Mstep: Class 53 contains 381 members 
Mstep: Class 54 contains 71366 members 
Mstep: Class 55 contains 878 members 
Mstep: Class 56 contains 82196 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1225 members 
Mstep: Class 59 contains 726 members 
Mstep: Class 60 contains 298 members 
Mstep: Class 61 contains 13108 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 397 members 
Mstep: Class 64 contains 14018 members 
Mstep: Class 65 contains 43775 members 
Mstep: Class 66 contains 11003 members 
Mstep: Class 67 contains 155 members 
Mstep: Class 68 contains 832 members 
Mstep: Class 69 contains 416 members 
Mstep: Class 70 contains 5466 members 
Mstep: Class 71 contains 292 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682296.000000 Penalty: 47473.601562
Iteration 285Q: 73 clusters Score -9.06823e+07 nChanged 22528
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99084 members 
Mstep: Class 3 contains 94555 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 2282 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 216683 members 
Mstep: Class 8 contains 71987 members 
Mstep: Class 9 contains 37033 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 57240 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 5531 members 
Mstep: Class 15 contains 2483 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 109358 members 
Mstep: Class 19 contains 107668 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 77943 members 
Mstep: Class 22 contains 1014 members 
Mstep: Class 23 contains 3327 members 
Mstep: Class 24 contains 49969 members 
Mstep: Class 25 contains 19245 members 
Mstep: Class 26 contains 7172 members 
Mstep: Class 27 contains 7488 members 
Mstep: Class 28 contains 43150 members 
Mstep: Class 29 contains 10298 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 2158 members 
Mstep: Class 33 contains 5464 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4036 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 178081 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 121095 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 109908 members 
Mstep: Class 43 contains 558 members 
Mstep: Class 44 contains 7686 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 841 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 164 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 48299 members 
Mstep: Class 51 contains 154 members 
Mstep: Class 52 contains 175000 members 
Mstep: Class 53 contains 381 members 
Mstep: Class 54 contains 70111 members 
Mstep: Class 55 contains 879 members 
Mstep: Class 56 contains 82029 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1225 members 
Mstep: Class 59 contains 731 members 
Mstep: Class 60 contains 298 members 
Mstep: Class 61 contains 12849 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 397 members 
Mstep: Class 64 contains 14069 members 
Mstep: Class 65 contains 45339 members 
Mstep: Class 66 contains 11376 members 
Mstep: Class 67 contains 156 members 
Mstep: Class 68 contains 833 members 
Mstep: Class 69 contains 417 members 
Mstep: Class 70 contains 5366 members 
Mstep: Class 71 contains 292 members 
Mstep: Class 72 contains 280 members 
Mstep: Class 73 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682104.000000 Penalty: 47473.601562
Iteration 286Q: 73 clusters Score -9.06821e+07 nChanged 21170
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98989 members 
Mstep: Class 3 contains 93472 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 216697 members 
Mstep: Class 8 contains 72224 members 
Mstep: Class 9 contains 37038 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 12 contains 57224 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 5529 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 16 contains 18756 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 108715 members 
Mstep: Class 19 contains 107577 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 78246 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 52377 members 
Mstep: Class 25 contains 19239 members 
Mstep: Class 26 contains 7172 members 
Mstep: Class 27 contains 7478 members 
Mstep: Class 28 contains 44109 members 
Mstep: Class 29 contains 10403 members 
Mstep: Class 30 contains 424 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 2141 members 
Mstep: Class 33 contains 5754 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 4036 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 178334 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 119754 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 110548 members 
Mstep: Class 43 contains 559 members 
Mstep: Class 44 contains 7758 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 849 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 46579 members 
Mstep: Class 51 contains 154 members 
Mstep: Class 52 contains 174765 members 
Mstep: Class 53 contains 381 members 
Mstep: Class 54 contains 68690 members 
Mstep: Class 55 contains 880 members 
Mstep: Class 56 contains 82345 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 732 members 
Mstep: Class 60 contains 298 members 
Mstep: Class 61 contains 12566 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 398 members 
Mstep: Class 64 contains 14121 members 
Mstep: Class 65 contains 47026 members 
Mstep: Class 66 contains 11750 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 831 members 
Mstep: Class 69 contains 419 members 
Mstep: Class 70 contains 5265 members 
Mstep: Class 71 contains 292 members 
Mstep: Class 72 contains 280 members 
Mstep: Class 73 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680832.000000 Penalty: 47473.601562
Iteration 287Q: 73 clusters Score -9.068083e+07 nChanged 19964
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98902 members 
Mstep: Class 3 contains 92511 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 216715 members 
Mstep: Class 8 contains 72271 members 
Mstep: Class 9 contains 37042 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 57218 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 5529 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 16 contains 18256 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 108059 members 
Mstep: Class 19 contains 107458 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 78525 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 54868 members 
Mstep: Class 25 contains 19232 members 
Mstep: Class 26 contains 7172 members 
Mstep: Class 27 contains 7455 members 
Mstep: Class 28 contains 45045 members 
Mstep: Class 29 contains 10472 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 2133 members 
Mstep: Class 33 contains 6040 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 4036 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 178217 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 118563 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 111303 members 
Mstep: Class 43 contains 561 members 
Mstep: Class 44 contains 7809 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 863 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 44892 members 
Mstep: Class 51 contains 153 members 
Mstep: Class 52 contains 174469 members 
Mstep: Class 53 contains 381 members 
Mstep: Class 54 contains 67116 members 
Mstep: Class 55 contains 881 members 
Mstep: Class 56 contains 82960 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1225 members 
Mstep: Class 59 contains 735 members 
Mstep: Class 60 contains 295 members 
Mstep: Class 61 contains 12338 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 14159 members 
Mstep: Class 65 contains 48755 members 
Mstep: Class 66 contains 12034 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 830 members 
Mstep: Class 69 contains 420 members 
Mstep: Class 70 contains 5155 members 
Mstep: Class 71 contains 292 members 
Mstep: Class 72 contains 280 members 
Mstep: Class 73 contains 341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681256.000000 Penalty: 47473.601562
Iteration 288Q: 73 clusters Score -9.068126e+07 nChanged 19123
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98849 members 
Mstep: Class 3 contains 91654 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 216739 members 
Mstep: Class 8 contains 72151 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6869 members 
Mstep: Class 12 contains 57215 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 5533 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 107405 members 
Mstep: Class 19 contains 107349 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 78808 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 57381 members 
Mstep: Class 25 contains 19210 members 
Mstep: Class 26 contains 7173 members 
Mstep: Class 27 contains 7440 members 
Mstep: Class 28 contains 45982 members 
Mstep: Class 29 contains 10514 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 2129 members 
Mstep: Class 33 contains 6347 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 4035 members 
Mstep: Class 36 contains 424 members 
Mstep: Class 37 contains 177525 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 117459 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 112158 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7886 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 868 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 43247 members 
Mstep: Class 51 contains 152 members 
Mstep: Class 52 contains 174308 members 
Mstep: Class 53 contains 381 members 
Mstep: Class 54 contains 65516 members 
Mstep: Class 55 contains 882 members 
Mstep: Class 56 contains 83799 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1223 members 
Mstep: Class 59 contains 738 members 
Mstep: Class 60 contains 293 members 
Mstep: Class 61 contains 12145 members 
Mstep: Class 62 contains 491 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 14188 members 
Mstep: Class 65 contains 50454 members 
Mstep: Class 66 contains 12272 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 834 members 
Mstep: Class 69 contains 420 members 
Mstep: Class 70 contains 5065 members 
Mstep: Class 71 contains 292 members 
Mstep: Class 72 contains 280 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680984.000000 Penalty: 47473.601562
Iteration 289Q: 73 clusters Score -9.068098e+07 nChanged 18324
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98811 members 
Mstep: Class 3 contains 90794 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 216762 members 
Mstep: Class 8 contains 71934 members 
Mstep: Class 9 contains 37044 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6873 members 
Mstep: Class 12 contains 57192 members 
Mstep: Class 13 contains 516 members 
Mstep: Class 14 contains 5530 members 
Mstep: Class 15 contains 2461 members 
Mstep: Class 16 contains 17249 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 106694 members 
Mstep: Class 19 contains 107208 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 79110 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 60049 members 
Mstep: Class 25 contains 19190 members 
Mstep: Class 26 contains 7174 members 
Mstep: Class 27 contains 7427 members 
Mstep: Class 28 contains 46933 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 2124 members 
Mstep: Class 33 contains 6655 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 4034 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 176494 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 116403 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 113152 members 
Mstep: Class 43 contains 564 members 
Mstep: Class 44 contains 7905 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 873 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 41814 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 174148 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 64130 members 
Mstep: Class 55 contains 883 members 
Mstep: Class 56 contains 84568 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1221 members 
Mstep: Class 59 contains 740 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 11918 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 399 members 
Mstep: Class 64 contains 14222 members 
Mstep: Class 65 contains 52191 members 
Mstep: Class 66 contains 12375 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 835 members 
Mstep: Class 69 contains 421 members 
Mstep: Class 70 contains 4960 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 280 members 
Mstep: Class 73 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681344.000000 Penalty: 47473.601562
Iteration 290Q: 73 clusters Score -9.068134e+07 nChanged 17791
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98811 members 
Mstep: Class 3 contains 89926 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 1823 members 
Mstep: Class 7 contains 216757 members 
Mstep: Class 8 contains 71526 members 
Mstep: Class 9 contains 37046 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 57180 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 14 contains 5530 members 
Mstep: Class 15 contains 2455 members 
Mstep: Class 16 contains 16801 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 106036 members 
Mstep: Class 19 contains 107080 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 79387 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 62876 members 
Mstep: Class 25 contains 19173 members 
Mstep: Class 26 contains 7176 members 
Mstep: Class 27 contains 7404 members 
Mstep: Class 28 contains 47820 members 
Mstep: Class 29 contains 10627 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 2114 members 
Mstep: Class 33 contains 6998 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 175166 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 115443 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 114220 members 
Mstep: Class 43 contains 565 members 
Mstep: Class 44 contains 7919 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 893 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 40467 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 174011 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 62922 members 
Mstep: Class 55 contains 886 members 
Mstep: Class 56 contains 85215 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1220 members 
Mstep: Class 59 contains 742 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 11707 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 400 members 
Mstep: Class 64 contains 14248 members 
Mstep: Class 65 contains 53840 members 
Mstep: Class 66 contains 12375 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 828 members 
Mstep: Class 69 contains 421 members 
Mstep: Class 70 contains 4886 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 280 members 
Mstep: Class 73 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681424.000000 Penalty: 47473.601562
Iteration 291Q: 73 clusters Score -9.068142e+07 nChanged 17397
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98841 members 
Mstep: Class 3 contains 89018 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 7 contains 216781 members 
Mstep: Class 8 contains 70991 members 
Mstep: Class 9 contains 37049 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 57156 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 14 contains 5525 members 
Mstep: Class 15 contains 2456 members 
Mstep: Class 16 contains 16368 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 105464 members 
Mstep: Class 19 contains 106998 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 79673 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 65943 members 
Mstep: Class 25 contains 19171 members 
Mstep: Class 26 contains 7177 members 
Mstep: Class 27 contains 7380 members 
Mstep: Class 28 contains 48636 members 
Mstep: Class 29 contains 10711 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 2107 members 
Mstep: Class 33 contains 7317 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 173579 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 114630 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 115326 members 
Mstep: Class 43 contains 566 members 
Mstep: Class 44 contains 7911 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 906 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 39078 members 
Mstep: Class 51 contains 152 members 
Mstep: Class 52 contains 173983 members 
Mstep: Class 53 contains 382 members 
Mstep: Class 54 contains 62000 members 
Mstep: Class 55 contains 889 members 
Mstep: Class 56 contains 85696 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1221 members 
Mstep: Class 59 contains 743 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 11501 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 400 members 
Mstep: Class 64 contains 14266 members 
Mstep: Class 65 contains 55397 members 
Mstep: Class 66 contains 12212 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 828 members 
Mstep: Class 69 contains 421 members 
Mstep: Class 70 contains 4790 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 283 members 
Mstep: Class 73 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681256.000000 Penalty: 47473.601562
Iteration 292Q: 73 clusters Score -9.068126e+07 nChanged 16988
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98876 members 
Mstep: Class 3 contains 88166 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 216793 members 
Mstep: Class 8 contains 70378 members 
Mstep: Class 9 contains 37046 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6911 members 
Mstep: Class 12 contains 57129 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 14 contains 5519 members 
Mstep: Class 15 contains 2451 members 
Mstep: Class 16 contains 15956 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 104935 members 
Mstep: Class 19 contains 106883 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 79974 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 69220 members 
Mstep: Class 25 contains 19149 members 
Mstep: Class 26 contains 7178 members 
Mstep: Class 27 contains 7359 members 
Mstep: Class 28 contains 49421 members 
Mstep: Class 29 contains 10799 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2340 members 
Mstep: Class 32 contains 2110 members 
Mstep: Class 33 contains 7636 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 171888 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 114011 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 116290 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7901 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 920 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 37705 members 
Mstep: Class 51 contains 152 members 
Mstep: Class 52 contains 173993 members 
Mstep: Class 53 contains 381 members 
Mstep: Class 54 contains 61340 members 
Mstep: Class 55 contains 895 members 
Mstep: Class 56 contains 86012 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1221 members 
Mstep: Class 59 contains 744 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 11296 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 400 members 
Mstep: Class 64 contains 14290 members 
Mstep: Class 65 contains 56841 members 
Mstep: Class 66 contains 11898 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 827 members 
Mstep: Class 69 contains 421 members 
Mstep: Class 70 contains 4678 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 284 members 
Mstep: Class 73 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681432.000000 Penalty: 47473.601562
Iteration 293Q: 73 clusters Score -9.068143e+07 nChanged 16956
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98955 members 
Mstep: Class 3 contains 87300 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 216809 members 
Mstep: Class 8 contains 69634 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 57124 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 14 contains 5516 members 
Mstep: Class 15 contains 2460 members 
Mstep: Class 16 contains 15572 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 104354 members 
Mstep: Class 19 contains 106833 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 80259 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 3092 members 
Mstep: Class 24 contains 72554 members 
Mstep: Class 25 contains 19138 members 
Mstep: Class 26 contains 7179 members 
Mstep: Class 27 contains 7343 members 
Mstep: Class 28 contains 50208 members 
Mstep: Class 29 contains 10907 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2342 members 
Mstep: Class 32 contains 2115 members 
Mstep: Class 33 contains 7963 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 170148 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 113545 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 117202 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7894 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 935 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 36331 members 
Mstep: Class 51 contains 152 members 
Mstep: Class 52 contains 174130 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 60899 members 
Mstep: Class 55 contains 898 members 
Mstep: Class 56 contains 86021 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1221 members 
Mstep: Class 59 contains 745 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 11084 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 400 members 
Mstep: Class 64 contains 14300 members 
Mstep: Class 65 contains 58188 members 
Mstep: Class 66 contains 11532 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 823 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 4569 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 286 members 
Mstep: Class 73 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681664.000000 Penalty: 47473.601562
Iteration 294Q: 73 clusters Score -9.068166e+07 nChanged 16812
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99055 members 
Mstep: Class 3 contains 86405 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 216827 members 
Mstep: Class 8 contains 68882 members 
Mstep: Class 9 contains 37051 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6909 members 
Mstep: Class 12 contains 57116 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 14 contains 5514 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 15221 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 103735 members 
Mstep: Class 19 contains 106797 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 80510 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 75958 members 
Mstep: Class 25 contains 19131 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 51030 members 
Mstep: Class 29 contains 11074 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2342 members 
Mstep: Class 32 contains 2111 members 
Mstep: Class 33 contains 8268 members 
Mstep: Class 34 contains 1761 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 168449 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 113222 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 117952 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7890 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 954 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 35041 members 
Mstep: Class 51 contains 151 members 
Mstep: Class 52 contains 174292 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 60709 members 
Mstep: Class 55 contains 902 members 
Mstep: Class 56 contains 85799 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1221 members 
Mstep: Class 59 contains 745 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 10897 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14303 members 
Mstep: Class 65 contains 59325 members 
Mstep: Class 66 contains 11128 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 820 members 
Mstep: Class 69 contains 423 members 
Mstep: Class 70 contains 4460 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 286 members 
Mstep: Class 73 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681056.000000 Penalty: 47473.601562
Iteration 295Q: 73 clusters Score -9.068106e+07 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99170 members 
Mstep: Class 3 contains 85471 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 1829 members 
Mstep: Class 7 contains 216830 members 
Mstep: Class 8 contains 68113 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 57123 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 14 contains 5520 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 14845 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 103163 members 
Mstep: Class 19 contains 106742 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 80764 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 79128 members 
Mstep: Class 25 contains 19126 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 7310 members 
Mstep: Class 28 contains 51828 members 
Mstep: Class 29 contains 11276 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 2105 members 
Mstep: Class 33 contains 8562 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 167090 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 113109 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 118662 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 7870 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 971 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 33799 members 
Mstep: Class 51 contains 149 members 
Mstep: Class 52 contains 174423 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 60716 members 
Mstep: Class 55 contains 904 members 
Mstep: Class 56 contains 85366 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 745 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 10774 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14306 members 
Mstep: Class 65 contains 60196 members 
Mstep: Class 66 contains 10648 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 814 members 
Mstep: Class 69 contains 423 members 
Mstep: Class 70 contains 4371 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 286 members 
Mstep: Class 73 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681632.000000 Penalty: 47473.601562
Iteration 296Q: 73 clusters Score -9.068163e+07 nChanged 15764
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99301 members 
Mstep: Class 3 contains 84581 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 216845 members 
Mstep: Class 8 contains 67344 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6902 members 
Mstep: Class 12 contains 57139 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 14 contains 5518 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 14447 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 102661 members 
Mstep: Class 19 contains 106637 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 81005 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 81993 members 
Mstep: Class 25 contains 19120 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 7299 members 
Mstep: Class 28 contains 52591 members 
Mstep: Class 29 contains 11495 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 2098 members 
Mstep: Class 33 contains 8843 members 
Mstep: Class 34 contains 1757 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 166322 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 113121 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 119126 members 
Mstep: Class 43 contains 569 members 
Mstep: Class 44 contains 7849 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 983 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 32612 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 174610 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 60902 members 
Mstep: Class 55 contains 906 members 
Mstep: Class 56 contains 84740 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1221 members 
Mstep: Class 59 contains 743 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 10667 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14305 members 
Mstep: Class 65 contains 60688 members 
Mstep: Class 66 contains 10260 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 815 members 
Mstep: Class 69 contains 424 members 
Mstep: Class 70 contains 4286 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 286 members 
Mstep: Class 73 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680800.000000 Penalty: 47473.601562
Iteration 297Q: 73 clusters Score -9.06808e+07 nChanged 15177
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99417 members 
Mstep: Class 3 contains 83722 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 1832 members 
Mstep: Class 7 contains 216844 members 
Mstep: Class 8 contains 66502 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 57150 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 5512 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 14069 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 102162 members 
Mstep: Class 19 contains 106550 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 81262 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 84552 members 
Mstep: Class 25 contains 19112 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 53351 members 
Mstep: Class 29 contains 11730 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 2090 members 
Mstep: Class 33 contains 9118 members 
Mstep: Class 34 contains 1755 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 165981 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 113283 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 119587 members 
Mstep: Class 43 contains 569 members 
Mstep: Class 44 contains 7837 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 997 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 31491 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 174810 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 61193 members 
Mstep: Class 55 contains 908 members 
Mstep: Class 56 contains 84031 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1220 members 
Mstep: Class 59 contains 745 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 10524 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14313 members 
Mstep: Class 65 contains 60950 members 
Mstep: Class 66 contains 9781 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 815 members 
Mstep: Class 69 contains 424 members 
Mstep: Class 70 contains 4210 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 286 members 
Mstep: Class 73 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680440.000000 Penalty: 47473.601562
Iteration 298Q: 73 clusters Score -9.068044e+07 nChanged 14325
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99519 members 
Mstep: Class 3 contains 82826 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 216857 members 
Mstep: Class 8 contains 65632 members 
Mstep: Class 9 contains 37055 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6867 members 
Mstep: Class 12 contains 57168 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 5519 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 13782 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 101600 members 
Mstep: Class 19 contains 106480 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 81523 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 86832 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 54109 members 
Mstep: Class 29 contains 11973 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2343 members 
Mstep: Class 32 contains 2085 members 
Mstep: Class 33 contains 9397 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 165931 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 113559 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 119987 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 7827 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 30390 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 175014 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 61543 members 
Mstep: Class 55 contains 911 members 
Mstep: Class 56 contains 83387 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1222 members 
Mstep: Class 59 contains 745 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 10359 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14322 members 
Mstep: Class 65 contains 61047 members 
Mstep: Class 66 contains 9286 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 814 members 
Mstep: Class 69 contains 424 members 
Mstep: Class 70 contains 4113 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 286 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679600.000000 Penalty: 47473.601562
Iteration 299Q: 73 clusters Score -9.06796e+07 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99596 members 
Mstep: Class 3 contains 81999 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2219 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 7 contains 216838 members 
Mstep: Class 8 contains 64813 members 
Mstep: Class 9 contains 37049 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 57197 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 14 contains 5520 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 101145 members 
Mstep: Class 19 contains 106466 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 81772 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 3041 members 
Mstep: Class 24 contains 88857 members 
Mstep: Class 25 contains 19102 members 
Mstep: Class 26 contains 7181 members 
Mstep: Class 27 contains 7264 members 
Mstep: Class 28 contains 54789 members 
Mstep: Class 29 contains 12218 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2339 members 
Mstep: Class 32 contains 2078 members 
Mstep: Class 33 contains 9665 members 
Mstep: Class 34 contains 1755 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 165885 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 113939 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 120259 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 7813 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 1012 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 29503 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 175225 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 61858 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 82854 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 745 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 10197 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14324 members 
Mstep: Class 65 contains 61090 members 
Mstep: Class 66 contains 8773 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 815 members 
Mstep: Class 69 contains 424 members 
Mstep: Class 70 contains 4010 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 286 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681144.000000 Penalty: 47473.601562
Iteration 300F: 73 clusters Score -9.068114e+07 nChanged 17550
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99639 members 
Mstep: Class 3 contains 81145 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2216 members 
Mstep: Class 6 contains 1820 members 
Mstep: Class 7 contains 216838 members 
Mstep: Class 8 contains 64052 members 
Mstep: Class 9 contains 37045 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6811 members 
Mstep: Class 12 contains 57193 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 5520 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 13171 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 100713 members 
Mstep: Class 19 contains 106425 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 82025 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 3039 members 
Mstep: Class 24 contains 92916 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 7183 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 55447 members 
Mstep: Class 29 contains 12674 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 2078 members 
Mstep: Class 33 contains 9905 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 163702 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 114158 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 120349 members 
Mstep: Class 43 contains 568 members 
Mstep: Class 44 contains 7799 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1020 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 28323 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 175327 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 62026 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 82415 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1227 members 
Mstep: Class 59 contains 747 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 9436 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14327 members 
Mstep: Class 65 contains 61947 members 
Mstep: Class 66 contains 8698 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 424 members 
Mstep: Class 70 contains 3969 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 286 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680880.000000 Penalty: 47473.601562
Iteration 301Q: 73 clusters Score -9.068088e+07 nChanged 17639
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99735 members 
Mstep: Class 3 contains 80264 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2213 members 
Mstep: Class 6 contains 1816 members 
Mstep: Class 7 contains 216850 members 
Mstep: Class 8 contains 63328 members 
Mstep: Class 9 contains 37041 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 57206 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 5521 members 
Mstep: Class 15 contains 2420 members 
Mstep: Class 16 contains 12846 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 100286 members 
Mstep: Class 19 contains 106414 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 82262 members 
Mstep: Class 22 contains 1014 members 
Mstep: Class 23 contains 3038 members 
Mstep: Class 24 contains 96544 members 
Mstep: Class 25 contains 19112 members 
Mstep: Class 26 contains 7184 members 
Mstep: Class 27 contains 7254 members 
Mstep: Class 28 contains 56089 members 
Mstep: Class 29 contains 13183 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 2095 members 
Mstep: Class 33 contains 10124 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 162063 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 114638 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 120188 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7785 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1024 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 27008 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 175446 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 62567 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 81732 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 749 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 8893 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14331 members 
Mstep: Class 65 contains 62495 members 
Mstep: Class 66 contains 8489 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 812 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 3912 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681024.000000 Penalty: 47473.601562
Iteration 302Q: 73 clusters Score -9.068102e+07 nChanged 17766
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99824 members 
Mstep: Class 3 contains 79308 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 1821 members 
Mstep: Class 7 contains 216869 members 
Mstep: Class 8 contains 62637 members 
Mstep: Class 9 contains 37040 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 57228 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 5517 members 
Mstep: Class 15 contains 2389 members 
Mstep: Class 16 contains 12566 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 99751 members 
Mstep: Class 19 contains 106420 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 82487 members 
Mstep: Class 22 contains 1014 members 
Mstep: Class 23 contains 3038 members 
Mstep: Class 24 contains 100076 members 
Mstep: Class 25 contains 19109 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 56783 members 
Mstep: Class 29 contains 13781 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 2089 members 
Mstep: Class 33 contains 10336 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 160755 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 115152 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 119974 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7771 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1029 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 25679 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 175487 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 63349 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 80836 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1225 members 
Mstep: Class 59 contains 749 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 8403 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14331 members 
Mstep: Class 65 contains 62832 members 
Mstep: Class 66 contains 8201 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 812 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 3900 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681096.000000 Penalty: 47473.601562
Iteration 303Q: 73 clusters Score -9.06811e+07 nChanged 17966
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99951 members 
Mstep: Class 3 contains 78255 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2210 members 
Mstep: Class 6 contains 1822 members 
Mstep: Class 7 contains 216850 members 
Mstep: Class 8 contains 62011 members 
Mstep: Class 9 contains 37033 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6756 members 
Mstep: Class 12 contains 57241 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 12344 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 99218 members 
Mstep: Class 19 contains 106446 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 82723 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 3036 members 
Mstep: Class 24 contains 103650 members 
Mstep: Class 25 contains 19103 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 57462 members 
Mstep: Class 29 contains 14400 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 2080 members 
Mstep: Class 33 contains 10547 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 159721 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 115748 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 119585 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7745 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1034 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 24292 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 175620 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 64340 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 79778 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 749 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 7902 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14338 members 
Mstep: Class 65 contains 63052 members 
Mstep: Class 66 contains 7693 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 812 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 3880 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681560.000000 Penalty: 47473.601562
Iteration 304Q: 73 clusters Score -9.068156e+07 nChanged 16858
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100053 members 
Mstep: Class 3 contains 77175 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 1835 members 
Mstep: Class 7 contains 216854 members 
Mstep: Class 8 contains 61425 members 
Mstep: Class 9 contains 37027 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 57265 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 12119 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 98708 members 
Mstep: Class 19 contains 106480 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 82974 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 3034 members 
Mstep: Class 24 contains 106767 members 
Mstep: Class 25 contains 19100 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 7240 members 
Mstep: Class 28 contains 58121 members 
Mstep: Class 29 contains 15058 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 2069 members 
Mstep: Class 33 contains 10753 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 159162 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 116262 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 118415 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7723 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1040 members 
Mstep: Class 47 contains 734 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 22931 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 175705 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 65383 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 78800 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 749 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 7454 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14344 members 
Mstep: Class 65 contains 63648 members 
Mstep: Class 66 contains 7347 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 812 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 3916 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682168.000000 Penalty: 47473.601562
Iteration 305Q: 73 clusters Score -9.068217e+07 nChanged 16242
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100140 members 
Mstep: Class 3 contains 76092 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 216860 members 
Mstep: Class 8 contains 60924 members 
Mstep: Class 9 contains 37024 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6749 members 
Mstep: Class 12 contains 57273 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 5518 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 11866 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 98225 members 
Mstep: Class 19 contains 106552 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 83194 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 3031 members 
Mstep: Class 24 contains 109586 members 
Mstep: Class 25 contains 19105 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 58739 members 
Mstep: Class 29 contains 15681 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 2060 members 
Mstep: Class 33 contains 10924 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 158730 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 116566 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 116694 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7711 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1043 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 21616 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 175851 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66335 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 78021 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 749 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 7049 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14353 members 
Mstep: Class 65 contains 64654 members 
Mstep: Class 66 contains 7294 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 812 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 3975 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682808.000000 Penalty: 47473.601562
Iteration 306Q: 73 clusters Score -9.068281e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100204 members 
Mstep: Class 3 contains 74877 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 216857 members 
Mstep: Class 8 contains 60514 members 
Mstep: Class 9 contains 37015 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6748 members 
Mstep: Class 12 contains 57266 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 5510 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 16 contains 11654 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 97740 members 
Mstep: Class 19 contains 106628 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 83407 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 3027 members 
Mstep: Class 24 contains 112124 members 
Mstep: Class 25 contains 19104 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 59346 members 
Mstep: Class 29 contains 16327 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 2045 members 
Mstep: Class 33 contains 11120 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 158227 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 116526 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 114761 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7696 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1045 members 
Mstep: Class 47 contains 732 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 20390 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 175973 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 67307 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 77465 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 749 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 6618 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14355 members 
Mstep: Class 65 contains 66067 members 
Mstep: Class 66 contains 7483 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 812 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4055 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90683368.000000 Penalty: 47473.601562
Iteration 307Q: 73 clusters Score -9.068337e+07 nChanged 16415
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100273 members 
Mstep: Class 3 contains 73587 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 1835 members 
Mstep: Class 7 contains 216845 members 
Mstep: Class 8 contains 60172 members 
Mstep: Class 9 contains 37006 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6737 members 
Mstep: Class 12 contains 57269 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 5492 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 16 contains 11435 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 97267 members 
Mstep: Class 19 contains 106643 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 83626 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 3024 members 
Mstep: Class 24 contains 114642 members 
Mstep: Class 25 contains 19103 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 59946 members 
Mstep: Class 29 contains 16944 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2333 members 
Mstep: Class 32 contains 2039 members 
Mstep: Class 33 contains 11296 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 157633 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 116083 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 112685 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7696 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1048 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 19226 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176111 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 68233 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 77051 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 749 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 6186 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14354 members 
Mstep: Class 65 contains 67778 members 
Mstep: Class 66 contains 7921 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 812 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4180 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684016.000000 Penalty: 47473.601562
Iteration 308Q: 73 clusters Score -9.068402e+07 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100330 members 
Mstep: Class 3 contains 72192 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 216846 members 
Mstep: Class 8 contains 59907 members 
Mstep: Class 9 contains 36995 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 57301 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 5475 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 11234 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 96768 members 
Mstep: Class 19 contains 106645 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 83827 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 3022 members 
Mstep: Class 24 contains 117256 members 
Mstep: Class 25 contains 19093 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 60551 members 
Mstep: Class 29 contains 17592 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 2035 members 
Mstep: Class 33 contains 11485 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 156977 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 115170 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 110347 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7693 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1050 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 18089 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176227 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 69148 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 76768 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 749 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 5777 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14352 members 
Mstep: Class 65 contains 69857 members 
Mstep: Class 66 contains 8515 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 812 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4333 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684920.000000 Penalty: 47473.601562
Iteration 309Q: 73 clusters Score -9.068492e+07 nChanged 18075
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100385 members 
Mstep: Class 3 contains 70844 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2166 members 
Mstep: Class 6 contains 1829 members 
Mstep: Class 7 contains 216840 members 
Mstep: Class 8 contains 59686 members 
Mstep: Class 9 contains 36993 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6740 members 
Mstep: Class 12 contains 57300 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 5464 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 11033 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 96247 members 
Mstep: Class 19 contains 106609 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 84025 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 3019 members 
Mstep: Class 24 contains 119917 members 
Mstep: Class 25 contains 19090 members 
Mstep: Class 26 contains 7184 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 61151 members 
Mstep: Class 29 contains 18272 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 2008 members 
Mstep: Class 33 contains 11639 members 
Mstep: Class 34 contains 1733 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 156080 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 113788 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 107947 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7686 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1053 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 17021 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176401 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 70138 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 76647 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 749 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 5396 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14358 members 
Mstep: Class 65 contains 72160 members 
Mstep: Class 66 contains 9189 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4524 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684800.000000 Penalty: 47473.601562
Iteration 310Q: 73 clusters Score -9.06848e+07 nChanged 19505
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100443 members 
Mstep: Class 3 contains 69394 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 216825 members 
Mstep: Class 8 contains 59506 members 
Mstep: Class 9 contains 36989 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 57306 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 5469 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 10819 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 95705 members 
Mstep: Class 19 contains 106527 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 84231 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 3015 members 
Mstep: Class 24 contains 122538 members 
Mstep: Class 25 contains 19085 members 
Mstep: Class 26 contains 7184 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 61784 members 
Mstep: Class 29 contains 18947 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2330 members 
Mstep: Class 32 contains 1986 members 
Mstep: Class 33 contains 11738 members 
Mstep: Class 34 contains 1731 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 154865 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 111921 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 105556 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7708 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1054 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 16022 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176588 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 71160 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 76685 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 749 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 5038 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14363 members 
Mstep: Class 65 contains 74944 members 
Mstep: Class 66 contains 10000 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4735 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90685104.000000 Penalty: 47473.601562
Iteration 311Q: 73 clusters Score -9.06851e+07 nChanged 20773
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100505 members 
Mstep: Class 3 contains 68029 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 7 contains 216827 members 
Mstep: Class 8 contains 59419 members 
Mstep: Class 9 contains 36984 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 57297 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 5473 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 10563 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 95160 members 
Mstep: Class 19 contains 106422 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 84431 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 3012 members 
Mstep: Class 24 contains 124869 members 
Mstep: Class 25 contains 19085 members 
Mstep: Class 26 contains 7184 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 62420 members 
Mstep: Class 29 contains 19640 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 1965 members 
Mstep: Class 33 contains 11829 members 
Mstep: Class 34 contains 1728 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 153312 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 109682 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 103190 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7731 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1054 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 15117 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176767 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 72203 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 76891 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 749 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 4676 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14377 members 
Mstep: Class 65 contains 78170 members 
Mstep: Class 66 contains 10894 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4991 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90685208.000000 Penalty: 47473.601562
Iteration 312Q: 73 clusters Score -9.068521e+07 nChanged 21393
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100551 members 
Mstep: Class 3 contains 66611 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2133 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 7 contains 216847 members 
Mstep: Class 8 contains 59397 members 
Mstep: Class 9 contains 36987 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 57281 members 
Mstep: Class 13 contains 544 members 
Mstep: Class 14 contains 5466 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 10380 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 94617 members 
Mstep: Class 19 contains 106301 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 84632 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3010 members 
Mstep: Class 24 contains 126830 members 
Mstep: Class 25 contains 19085 members 
Mstep: Class 26 contains 7184 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 63030 members 
Mstep: Class 29 contains 20330 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 1940 members 
Mstep: Class 33 contains 11910 members 
Mstep: Class 34 contains 1726 members 
Mstep: Class 35 contains 4032 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 151443 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 107195 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 101074 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7762 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1056 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 14324 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176921 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 73241 members 
Mstep: Class 55 contains 915 members 
Mstep: Class 56 contains 77241 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 748 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 4323 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14383 members 
Mstep: Class 65 contains 81741 members 
Mstep: Class 66 contains 11820 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 5258 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684376.000000 Penalty: 47473.601562
Iteration 313Q: 73 clusters Score -9.068438e+07 nChanged 21221
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100616 members 
Mstep: Class 3 contains 65306 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2115 members 
Mstep: Class 6 contains 1829 members 
Mstep: Class 7 contains 216853 members 
Mstep: Class 8 contains 59526 members 
Mstep: Class 9 contains 36984 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 57284 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 10151 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 94118 members 
Mstep: Class 19 contains 106165 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 84840 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 127953 members 
Mstep: Class 25 contains 19088 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 63603 members 
Mstep: Class 29 contains 21021 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 1916 members 
Mstep: Class 33 contains 11975 members 
Mstep: Class 34 contains 1724 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 149375 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 104666 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 99360 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7798 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 13678 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 177002 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 74319 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 77610 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 748 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 4033 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14389 members 
Mstep: Class 65 contains 85595 members 
Mstep: Class 66 contains 12722 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 5498 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90683992.000000 Penalty: 47473.601562
Iteration 314Q: 73 clusters Score -9.068399e+07 nChanged 20032
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100671 members 
Mstep: Class 3 contains 64182 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2102 members 
Mstep: Class 6 contains 1825 members 
Mstep: Class 7 contains 216882 members 
Mstep: Class 8 contains 59639 members 
Mstep: Class 9 contains 36982 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 57291 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 9927 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 93516 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85069 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 3004 members 
Mstep: Class 24 contains 128372 members 
Mstep: Class 25 contains 19092 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 7251 members 
Mstep: Class 28 contains 64191 members 
Mstep: Class 29 contains 21801 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 1883 members 
Mstep: Class 33 contains 12030 members 
Mstep: Class 34 contains 1722 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 147451 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 102343 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 97910 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7837 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 13164 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 177094 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 75422 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 77736 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 748 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 3763 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14407 members 
Mstep: Class 65 contains 89643 members 
Mstep: Class 66 contains 13525 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 5643 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90683432.000000 Penalty: 47473.601562
Iteration 315Q: 73 clusters Score -9.068343e+07 nChanged 18708
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100696 members 
Mstep: Class 3 contains 63227 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2075 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216885 members 
Mstep: Class 8 contains 59716 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6802 members 
Mstep: Class 12 contains 57301 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 9669 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 92924 members 
Mstep: Class 19 contains 105704 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85305 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 3003 members 
Mstep: Class 24 contains 128179 members 
Mstep: Class 25 contains 19099 members 
Mstep: Class 26 contains 7187 members 
Mstep: Class 27 contains 7253 members 
Mstep: Class 28 contains 64769 members 
Mstep: Class 29 contains 22594 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 1860 members 
Mstep: Class 33 contains 12059 members 
Mstep: Class 34 contains 1720 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 145817 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 100308 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 96794 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7865 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12757 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 177109 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 76507 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 77595 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 748 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 3529 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14410 members 
Mstep: Class 65 contains 93690 members 
Mstep: Class 66 contains 14354 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 5657 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90683864.000000 Penalty: 47473.601562
Iteration 316Q: 73 clusters Score -9.068386e+07 nChanged 17762
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100736 members 
Mstep: Class 3 contains 62276 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2058 members 
Mstep: Class 6 contains 1820 members 
Mstep: Class 7 contains 216893 members 
Mstep: Class 8 contains 59730 members 
Mstep: Class 9 contains 36979 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 57340 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5452 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 92419 members 
Mstep: Class 19 contains 105488 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85487 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 3001 members 
Mstep: Class 24 contains 127434 members 
Mstep: Class 25 contains 19092 members 
Mstep: Class 26 contains 7187 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 65281 members 
Mstep: Class 29 contains 23437 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 12084 members 
Mstep: Class 34 contains 1718 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 144180 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 98681 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95942 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7901 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 177054 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 77610 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 77340 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 747 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 3311 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14424 members 
Mstep: Class 65 contains 97732 members 
Mstep: Class 66 contains 15150 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 5569 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90683440.000000 Penalty: 47473.601562
Iteration 317Q: 73 clusters Score -9.068344e+07 nChanged 16625
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100751 members 
Mstep: Class 3 contains 61456 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 1823 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 59740 members 
Mstep: Class 9 contains 36979 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 57380 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5432 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 9170 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 91945 members 
Mstep: Class 19 contains 105244 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85677 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2997 members 
Mstep: Class 24 contains 126585 members 
Mstep: Class 25 contains 19082 members 
Mstep: Class 26 contains 7187 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 65772 members 
Mstep: Class 29 contains 24334 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 1822 members 
Mstep: Class 33 contains 12116 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 142454 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 97216 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95455 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7934 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12255 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176973 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 78666 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 76845 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 747 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 3100 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14435 members 
Mstep: Class 65 contains 101727 members 
Mstep: Class 66 contains 15896 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 5323 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684080.000000 Penalty: 47473.601562
Iteration 318Q: 73 clusters Score -9.068408e+07 nChanged 16280
Entering ConstructFrom: 
Score: -90684080.000000 Penalty: 47473.601562
Entering ConstructFrom: 
Trying to split cluster 1 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -35363.726562 Penalty: 304.602570
	Iteration 0F: 2 clusters Score -35363.73 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 408 members 
Entering Unmasked Estep 
Score: -34684.785156 Penalty: 609.205139
	Iteration 0F: 3 clusters Score -34684.79 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34867.585938 Penalty: 609.205139
	Iteration 1F: 3 clusters Score -34867.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -34910.878906 Penalty: 609.205139
	Iteration 2F: 3 clusters Score -34910.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -34967.742188 Penalty: 609.205139
	Iteration 3F: 3 clusters Score -34967.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35011.078125 Penalty: 609.205139
	Iteration 4F: 3 clusters Score -35011.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35045.636719 Penalty: 609.205139
	Iteration 5F: 3 clusters Score -35045.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35072.304688 Penalty: 609.205139
	Iteration 6Q: 3 clusters Score -35072.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35086.621094 Penalty: 609.205139
	Iteration 7Q: 3 clusters Score -35086.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35104.867188 Penalty: 609.205139
	Iteration 8Q: 3 clusters Score -35104.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35116.246094 Penalty: 609.205139
	Iteration 9Q: 3 clusters Score -35116.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35126.742188 Penalty: 609.205139
	Iteration 10Q: 3 clusters Score -35126.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35145.621094 Penalty: 609.205139
	Iteration 11Q: 3 clusters Score -35145.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35155.253906 Penalty: 609.205139
	Iteration 12Q: 3 clusters Score -35155.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35167.273438 Penalty: 609.205139
	Iteration 13Q: 3 clusters Score -35167.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35172.949219 Penalty: 609.205139
	Iteration 14Q: 3 clusters Score -35172.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35175.082031 Penalty: 609.205139
	Iteration 15Q: 3 clusters Score -35175.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35181.218750 Penalty: 609.205139
	Iteration 16Q: 3 clusters Score -35181.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35188.289062 Penalty: 609.205139
	Iteration 17Q: 3 clusters Score -35188.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35195.863281 Penalty: 609.205139
	Iteration 18Q: 3 clusters Score -35195.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35198.449219 Penalty: 609.205139
	Iteration 19Q: 3 clusters Score -35198.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35200.855469 Penalty: 609.205139
	Iteration 20F: 3 clusters Score -35200.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35205.128906 Penalty: 609.205139
	Iteration 21Q: 3 clusters Score -35205.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35206.679688 Penalty: 609.205139
	Iteration 22Q: 3 clusters Score -35206.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35209.164062 Penalty: 609.205139
	Iteration 23Q: 3 clusters Score -35209.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35212.859375 Penalty: 609.205139
	Iteration 24Q: 3 clusters Score -35212.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35214.187500 Penalty: 609.205139
	Iteration 25Q: 3 clusters Score -35214.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35214.375000 Penalty: 609.205139
	Iteration 26Q: 3 clusters Score -35214.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35214.375000 Penalty: 609.205139
	Iteration 27F: 3 clusters Score -35214.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (100771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100771 members 
Entering Unmasked Estep 
Score: -4834186.500000 Penalty: 524.187561
	Iteration 0F: 2 clusters Score -4834186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -4766077.500000 Penalty: 1048.375122
	Iteration 0F: 3 clusters Score -4766078 nChanged 49252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -4796000.500000 Penalty: 1048.375122
	Iteration 1F: 3 clusters Score -4796000 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -4797425.000000 Penalty: 1048.375122
	Iteration 2Q: 3 clusters Score -4797425 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -4799818.000000 Penalty: 1048.375122
	Iteration 3Q: 3 clusters Score -4799818 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -4803704.000000 Penalty: 1048.375122
	Iteration 4F: 3 clusters Score -4803704 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4809116.500000 Penalty: 1048.375122
	Iteration 5F: 3 clusters Score -4809116 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -4814870.000000 Penalty: 1048.375122
	Iteration 6F: 3 clusters Score -4814870 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -4818714.500000 Penalty: 1048.375122
	Iteration 7F: 3 clusters Score -4818714 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72938 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -4820588.500000 Penalty: 1048.375122
	Iteration 8Q: 3 clusters Score -4820588 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -4821745.500000 Penalty: 1048.375122
	Iteration 9Q: 3 clusters Score -4821746 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76651 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -4822741.500000 Penalty: 1048.375122
	Iteration 10Q: 3 clusters Score -4822742 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -4823716.500000 Penalty: 1048.375122
	Iteration 11Q: 3 clusters Score -4823716 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4824775.000000 Penalty: 1048.375122
	Iteration 12Q: 3 clusters Score -4824775 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4825784.500000 Penalty: 1048.375122
	Iteration 13Q: 3 clusters Score -4825784 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -4826714.000000 Penalty: 1048.375122
	Iteration 14Q: 3 clusters Score -4826714 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85136 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4827628.500000 Penalty: 1048.375122
	Iteration 15Q: 3 clusters Score -4827628 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -4828415.500000 Penalty: 1048.375122
	Iteration 16Q: 3 clusters Score -4828416 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -4829159.000000 Penalty: 1048.375122
	Iteration 17Q: 3 clusters Score -4829159 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4829758.000000 Penalty: 1048.375122
	Iteration 18Q: 3 clusters Score -4829758 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -4830311.500000 Penalty: 1048.375122
	Iteration 19Q: 3 clusters Score -4830312 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91052 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -4830747.500000 Penalty: 1048.375122
	Iteration 20F: 3 clusters Score -4830748 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91957 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -4831150.000000 Penalty: 1048.375122
	Iteration 21Q: 3 clusters Score -4831150 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4831479.000000 Penalty: 1048.375122
	Iteration 22Q: 3 clusters Score -4831479 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93541 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -4831767.500000 Penalty: 1048.375122
	Iteration 23Q: 3 clusters Score -4831768 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -4832062.500000 Penalty: 1048.375122
	Iteration 24Q: 3 clusters Score -4832062 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -4832316.500000 Penalty: 1048.375122
	Iteration 25Q: 3 clusters Score -4832316 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -4832533.000000 Penalty: 1048.375122
	Iteration 26Q: 3 clusters Score -4832533 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95948 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -4832705.000000 Penalty: 1048.375122
	Iteration 27Q: 3 clusters Score -4832705 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4832848.500000 Penalty: 1048.375122
	Iteration 28Q: 3 clusters Score -4832848 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96813 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4832990.500000 Penalty: 1048.375122
	Iteration 29Q: 3 clusters Score -4832990 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -4833093.000000 Penalty: 1048.375122
	Iteration 30Q: 3 clusters Score -4833093 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97528 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4833234.000000 Penalty: 1048.375122
	Iteration 31Q: 3 clusters Score -4833234 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4833328.500000 Penalty: 1048.375122
	Iteration 32Q: 3 clusters Score -4833328 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98086 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4833399.000000 Penalty: 1048.375122
	Iteration 33Q: 3 clusters Score -4833399 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4833462.500000 Penalty: 1048.375122
	Iteration 34Q: 3 clusters Score -4833462 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98495 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4833518.000000 Penalty: 1048.375122
	Iteration 35Q: 3 clusters Score -4833518 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98650 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4833560.500000 Penalty: 1048.375122
	Iteration 36Q: 3 clusters Score -4833560 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98786 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4833595.500000 Penalty: 1048.375122
	Iteration 37Q: 3 clusters Score -4833596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4833613.500000 Penalty: 1048.375122
	Iteration 38Q: 3 clusters Score -4833614 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4833660.000000 Penalty: 1048.375122
	Iteration 39Q: 3 clusters Score -4833660 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4833677.500000 Penalty: 1048.375122
	Iteration 40F: 3 clusters Score -4833678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99186 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4833681.500000 Penalty: 1048.375122
	Iteration 41Q: 3 clusters Score -4833682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99249 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4833692.500000 Penalty: 1048.375122
	Iteration 42Q: 3 clusters Score -4833692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4833700.000000 Penalty: 1048.375122
	Iteration 43Q: 3 clusters Score -4833700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99386 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4833713.500000 Penalty: 1048.375122
	Iteration 44Q: 3 clusters Score -4833714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99437 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4833743.000000 Penalty: 1048.375122
	Iteration 45Q: 3 clusters Score -4833743 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4833755.000000 Penalty: 1048.375122
	Iteration 46Q: 3 clusters Score -4833755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4833777.000000 Penalty: 1048.375122
	Iteration 47Q: 3 clusters Score -4833777 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4833775.000000 Penalty: 1048.375122
	Iteration 48Q: 3 clusters Score -4833775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4833789.500000 Penalty: 1048.375122
	Iteration 49Q: 3 clusters Score -4833790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4833789.500000 Penalty: 1048.375122
	Iteration 50Q: 3 clusters Score -4833790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99681 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4833792.000000 Penalty: 1048.375122
	Iteration 51Q: 3 clusters Score -4833792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99709 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4833799.500000 Penalty: 1048.375122
	Iteration 52Q: 3 clusters Score -4833800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4833807.500000 Penalty: 1048.375122
	Iteration 53Q: 3 clusters Score -4833808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99748 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4833810.000000 Penalty: 1048.375122
	Iteration 54Q: 3 clusters Score -4833810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99764 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4833812.500000 Penalty: 1048.375122
	Iteration 55Q: 3 clusters Score -4833812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99780 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4833823.500000 Penalty: 1048.375122
	Iteration 56Q: 3 clusters Score -4833824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99792 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4833827.000000 Penalty: 1048.375122
	Iteration 57Q: 3 clusters Score -4833827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99804 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4833838.000000 Penalty: 1048.375122
	Iteration 58Q: 3 clusters Score -4833838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4833840.000000 Penalty: 1048.375122
	Iteration 59Q: 3 clusters Score -4833840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4833838.500000 Penalty: 1048.375122
	Iteration 60F: 3 clusters Score -4833838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99834 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4833833.500000 Penalty: 1048.375122
	Iteration 61Q: 3 clusters Score -4833834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4833829.000000 Penalty: 1048.375122
	Iteration 62Q: 3 clusters Score -4833829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4833832.500000 Penalty: 1048.375122
	Iteration 63Q: 3 clusters Score -4833832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99843 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4833833.500000 Penalty: 1048.375122
	Iteration 64Q: 3 clusters Score -4833834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4833834.500000 Penalty: 1048.375122
	Iteration 65Q: 3 clusters Score -4833834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4833832.000000 Penalty: 1048.375122
	Iteration 66Q: 3 clusters Score -4833832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4833832.000000 Penalty: 1048.375122
	Iteration 67F: 3 clusters Score -4833832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Entering Unmasked Estep 
Score: -3039834.000000 Penalty: 501.142761
	Iteration 0F: 2 clusters Score -3039834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -2999036.500000 Penalty: 1002.285522
	Iteration 0F: 3 clusters Score -2999036 nChanged 29505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -3017969.750000 Penalty: 1002.285522
	Iteration 1F: 3 clusters Score -3017970 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -3019937.250000 Penalty: 1002.285522
	Iteration 2F: 3 clusters Score -3019937 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -3023339.250000 Penalty: 1002.285522
	Iteration 3F: 3 clusters Score -3023339 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -3027713.000000 Penalty: 1002.285522
	Iteration 4F: 3 clusters Score -3027713 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -3031575.500000 Penalty: 1002.285522
	Iteration 5F: 3 clusters Score -3031576 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -3033929.750000 Penalty: 1002.285522
	Iteration 6Q: 3 clusters Score -3033930 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -3035100.500000 Penalty: 1002.285522
	Iteration 7Q: 3 clusters Score -3035100 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -3035890.500000 Penalty: 1002.285522
	Iteration 8Q: 3 clusters Score -3035890 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -3036491.250000 Penalty: 1002.285522
	Iteration 9Q: 3 clusters Score -3036491 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -3037010.500000 Penalty: 1002.285522
	Iteration 10Q: 3 clusters Score -3037010 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -3037498.750000 Penalty: 1002.285522
	Iteration 11Q: 3 clusters Score -3037499 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -3037872.500000 Penalty: 1002.285522
	Iteration 12Q: 3 clusters Score -3037872 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -3038185.500000 Penalty: 1002.285522
	Iteration 13Q: 3 clusters Score -3038186 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -3038447.000000 Penalty: 1002.285522
	Iteration 14Q: 3 clusters Score -3038447 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -3038646.750000 Penalty: 1002.285522
	Iteration 15Q: 3 clusters Score -3038647 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -3038791.000000 Penalty: 1002.285522
	Iteration 16Q: 3 clusters Score -3038791 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -3038939.250000 Penalty: 1002.285522
	Iteration 17Q: 3 clusters Score -3038939 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -3039075.000000 Penalty: 1002.285522
	Iteration 18Q: 3 clusters Score -3039075 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -3039170.250000 Penalty: 1002.285522
	Iteration 19Q: 3 clusters Score -3039170 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -3039231.250000 Penalty: 1002.285522
	Iteration 20F: 3 clusters Score -3039231 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -3039275.750000 Penalty: 1002.285522
	Iteration 21Q: 3 clusters Score -3039276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -3039308.500000 Penalty: 1002.285522
	Iteration 22Q: 3 clusters Score -3039308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -3039326.250000 Penalty: 1002.285522
	Iteration 23Q: 3 clusters Score -3039326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -3039366.250000 Penalty: 1002.285522
	Iteration 24Q: 3 clusters Score -3039366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -3039385.500000 Penalty: 1002.285522
	Iteration 25Q: 3 clusters Score -3039386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -3039412.250000 Penalty: 1002.285522
	Iteration 26Q: 3 clusters Score -3039412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -3039429.750000 Penalty: 1002.285522
	Iteration 27Q: 3 clusters Score -3039430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -3039447.000000 Penalty: 1002.285522
	Iteration 28Q: 3 clusters Score -3039447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -3039458.250000 Penalty: 1002.285522
	Iteration 29Q: 3 clusters Score -3039458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -3039468.000000 Penalty: 1002.285522
	Iteration 30Q: 3 clusters Score -3039468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -3039475.250000 Penalty: 1002.285522
	Iteration 31Q: 3 clusters Score -3039475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -3039480.500000 Penalty: 1002.285522
	Iteration 32Q: 3 clusters Score -3039480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -3039477.500000 Penalty: 1002.285522
	Iteration 33Q: 3 clusters Score -3039478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -3039476.750000 Penalty: 1002.285522
	Iteration 34Q: 3 clusters Score -3039477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -3039476.250000 Penalty: 1002.285522
	Iteration 35Q: 3 clusters Score -3039476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -3039476.000000 Penalty: 1002.285522
	Iteration 36Q: 3 clusters Score -3039476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -3039479.750000 Penalty: 1002.285522
	Iteration 37Q: 3 clusters Score -3039480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -3039477.750000 Penalty: 1002.285522
	Iteration 38Q: 3 clusters Score -3039478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -3039476.250000 Penalty: 1002.285522
	Iteration 39Q: 3 clusters Score -3039476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -3039476.250000 Penalty: 1002.285522
	Iteration 40F: 3 clusters Score -3039476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -8647.669922 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -8647.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8357.079102 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -8357.079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8626.941406 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -8626.941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8723.327148 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -8723.327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8790.927734 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -8790.928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8881.219727 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -8881.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9004.392578 Penalty: 512.765869
	Iteration 5F: 3 clusters Score -9004.393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9143.567383 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -9143.567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9208.366211 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -9208.366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9252.403320 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -9252.403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9299.115234 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -9299.115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9343.632812 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -9343.633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9343.632812 Penalty: 512.765869
	Iteration 11F: 3 clusters Score -9343.633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100771 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 59770 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 57404 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 91472 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85846 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 125636 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 66244 members 
Mstep: Class 29 contains 25255 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 12148 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 140594 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 95804 members 
Mstep: Class 40 contains 67 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95262 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7968 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12096 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176801 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 79749 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 76156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 747 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 2910 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14450 members 
Mstep: Class 65 contains 105893 members 
Mstep: Class 66 contains 16614 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4878 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
Score: -90683928.000000 Penalty: 48132.957031
Splitting cluster 4 changes total score from -90684080.000000 to -90683928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -98044.218750 Penalty: 346.675140
	Iteration 0F: 2 clusters Score -98044.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -96587.593750 Penalty: 693.350281
	Iteration 0F: 3 clusters Score -96587.59 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -97094.281250 Penalty: 693.350281
	Iteration 1F: 3 clusters Score -97094.28 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -97168.539062 Penalty: 693.350281
	Iteration 2F: 3 clusters Score -97168.54 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -97243.468750 Penalty: 693.350281
	Iteration 3F: 3 clusters Score -97243.47 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -97343.906250 Penalty: 693.350281
	Iteration 4F: 3 clusters Score -97343.91 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97445.476562 Penalty: 693.350281
	Iteration 5F: 3 clusters Score -97445.48 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97532.601562 Penalty: 693.350281
	Iteration 6F: 3 clusters Score -97532.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -97610.335938 Penalty: 693.350281
	Iteration 7Q: 3 clusters Score -97610.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -97683.023438 Penalty: 693.350281
	Iteration 8Q: 3 clusters Score -97683.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -97735.851562 Penalty: 693.350281
	Iteration 9Q: 3 clusters Score -97735.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -97781.562500 Penalty: 693.350281
	Iteration 10Q: 3 clusters Score -97781.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -97809.945312 Penalty: 693.350281
	Iteration 11Q: 3 clusters Score -97809.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -97827.359375 Penalty: 693.350281
	Iteration 12Q: 3 clusters Score -97827.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -97841.421875 Penalty: 693.350281
	Iteration 13Q: 3 clusters Score -97841.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -97853.531250 Penalty: 693.350281
	Iteration 14Q: 3 clusters Score -97853.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -97861.656250 Penalty: 693.350281
	Iteration 15Q: 3 clusters Score -97861.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -97866.625000 Penalty: 693.350281
	Iteration 16Q: 3 clusters Score -97866.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -97869.273438 Penalty: 693.350281
	Iteration 17Q: 3 clusters Score -97869.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -97872.039062 Penalty: 693.350281
	Iteration 18Q: 3 clusters Score -97872.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -97874.132812 Penalty: 693.350281
	Iteration 19Q: 3 clusters Score -97874.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -97875.851562 Penalty: 693.350281
	Iteration 20F: 3 clusters Score -97875.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -97877.085938 Penalty: 693.350281
	Iteration 21Q: 3 clusters Score -97877.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -97879.601562 Penalty: 693.350281
	Iteration 22Q: 3 clusters Score -97879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -97880.328125 Penalty: 693.350281
	Iteration 23Q: 3 clusters Score -97880.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -97880.328125 Penalty: 693.350281
	Iteration 24F: 3 clusters Score -97880.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -81521.546875 Penalty: 341.524902
	Iteration 0F: 2 clusters Score -81521.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -80225.796875 Penalty: 683.049805
	Iteration 0F: 3 clusters Score -80225.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -80636.476562 Penalty: 683.049805
	Iteration 1F: 3 clusters Score -80636.48 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -80759.234375 Penalty: 683.049805
	Iteration 2F: 3 clusters Score -80759.23 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -80913.976562 Penalty: 683.049805
	Iteration 3F: 3 clusters Score -80913.98 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -81078.921875 Penalty: 683.049805
	Iteration 4F: 3 clusters Score -81078.92 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -81251.070312 Penalty: 683.049805
	Iteration 5F: 3 clusters Score -81251.07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -81369.796875 Penalty: 683.049805
	Iteration 6F: 3 clusters Score -81369.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -81420.187500 Penalty: 683.049805
	Iteration 7Q: 3 clusters Score -81420.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -81445.421875 Penalty: 683.049805
	Iteration 8Q: 3 clusters Score -81445.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -81459.898438 Penalty: 683.049805
	Iteration 9Q: 3 clusters Score -81459.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -81472.523438 Penalty: 683.049805
	Iteration 10Q: 3 clusters Score -81472.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -81479.875000 Penalty: 683.049805
	Iteration 11Q: 3 clusters Score -81479.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -81483.195312 Penalty: 683.049805
	Iteration 12Q: 3 clusters Score -81483.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -81484.351562 Penalty: 683.049805
	Iteration 13Q: 3 clusters Score -81484.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -81485.171875 Penalty: 683.049805
	Iteration 14Q: 3 clusters Score -81485.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -81485.390625 Penalty: 683.049805
	Iteration 15Q: 3 clusters Score -81485.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -81485.695312 Penalty: 683.049805
	Iteration 16Q: 3 clusters Score -81485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -81486.335938 Penalty: 683.049805
	Iteration 17Q: 3 clusters Score -81486.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -81486.828125 Penalty: 683.049805
	Iteration 18Q: 3 clusters Score -81486.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -81487.203125 Penalty: 683.049805
	Iteration 19Q: 3 clusters Score -81487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -81488.085938 Penalty: 683.049805
	Iteration 20F: 3 clusters Score -81488.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -81488.640625 Penalty: 683.049805
	Iteration 21Q: 3 clusters Score -81488.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -81488.625000 Penalty: 683.049805
	Iteration 22Q: 3 clusters Score -81488.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -81488.625000 Penalty: 683.049805
	Iteration 23F: 3 clusters Score -81488.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (216892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216892 members 
Entering Unmasked Estep 
Score: -10206563.000000 Penalty: 559.065552
	Iteration 0F: 2 clusters Score -1.020656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108320 members 
Mstep: Class 2 contains 108572 members 
Entering Unmasked Estep 
Score: -10061734.000000 Penalty: 1118.131104
	Iteration 0F: 3 clusters Score -1.006173e+07 nChanged 106880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 114816 members 
Entering Unmasked Estep 
Score: -10130342.000000 Penalty: 1118.131104
	Iteration 1F: 3 clusters Score -1.013034e+07 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -10135823.000000 Penalty: 1118.131104
	Iteration 2Q: 3 clusters Score -1.013582e+07 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 121807 members 
Entering Unmasked Estep 
Score: -10144374.000000 Penalty: 1118.131104
	Iteration 3F: 3 clusters Score -1.014437e+07 nChanged 14408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 125305 members 
Entering Unmasked Estep 
Score: -10156062.000000 Penalty: 1118.131104
	Iteration 4F: 3 clusters Score -1.015606e+07 nChanged 14573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 127534 members 
Entering Unmasked Estep 
Score: -10166881.000000 Penalty: 1118.131104
	Iteration 5F: 3 clusters Score -1.016688e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 128495 members 
Entering Unmasked Estep 
Score: -10171879.000000 Penalty: 1118.131104
	Iteration 6F: 3 clusters Score -1.017188e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 129194 members 
Entering Unmasked Estep 
Score: -10173277.000000 Penalty: 1118.131104
	Iteration 7Q: 3 clusters Score -1.017328e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 129944 members 
Entering Unmasked Estep 
Score: -10173877.000000 Penalty: 1118.131104
	Iteration 8Q: 3 clusters Score -1.017388e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 130772 members 
Entering Unmasked Estep 
Score: -10174360.000000 Penalty: 1118.131104
	Iteration 9Q: 3 clusters Score -1.017436e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 131623 members 
Entering Unmasked Estep 
Score: -10174686.000000 Penalty: 1118.131104
	Iteration 10Q: 3 clusters Score -1.017469e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 132548 members 
Entering Unmasked Estep 
Score: -10175061.000000 Penalty: 1118.131104
	Iteration 11Q: 3 clusters Score -1.017506e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 133472 members 
Entering Unmasked Estep 
Score: -10175470.000000 Penalty: 1118.131104
	Iteration 12Q: 3 clusters Score -1.017547e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 134419 members 
Entering Unmasked Estep 
Score: -10175986.000000 Penalty: 1118.131104
	Iteration 13Q: 3 clusters Score -1.017599e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 135385 members 
Entering Unmasked Estep 
Score: -10176389.000000 Penalty: 1118.131104
	Iteration 14Q: 3 clusters Score -1.017639e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 136334 members 
Entering Unmasked Estep 
Score: -10176742.000000 Penalty: 1118.131104
	Iteration 15Q: 3 clusters Score -1.017674e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 137259 members 
Entering Unmasked Estep 
Score: -10177065.000000 Penalty: 1118.131104
	Iteration 16Q: 3 clusters Score -1.017706e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 138185 members 
Entering Unmasked Estep 
Score: -10177422.000000 Penalty: 1118.131104
	Iteration 17Q: 3 clusters Score -1.017742e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77735 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -10177700.000000 Penalty: 1118.131104
	Iteration 18Q: 3 clusters Score -1.01777e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -10178025.000000 Penalty: 1118.131104
	Iteration 19Q: 3 clusters Score -1.017802e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 141161 members 
Entering Unmasked Estep 
Score: -10178317.000000 Penalty: 1118.131104
	Iteration 20F: 3 clusters Score -1.017832e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 142209 members 
Entering Unmasked Estep 
Score: -10178616.000000 Penalty: 1118.131104
	Iteration 21Q: 3 clusters Score -1.017862e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73535 members 
Mstep: Class 2 contains 143357 members 
Entering Unmasked Estep 
Score: -10178891.000000 Penalty: 1118.131104
	Iteration 22Q: 3 clusters Score -1.017889e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 144582 members 
Entering Unmasked Estep 
Score: -10179099.000000 Penalty: 1118.131104
	Iteration 23Q: 3 clusters Score -1.01791e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 145956 members 
Entering Unmasked Estep 
Score: -10179438.000000 Penalty: 1118.131104
	Iteration 24Q: 3 clusters Score -1.017944e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 147404 members 
Entering Unmasked Estep 
Score: -10179701.000000 Penalty: 1118.131104
	Iteration 25Q: 3 clusters Score -1.01797e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 149030 members 
Entering Unmasked Estep 
Score: -10180011.000000 Penalty: 1118.131104
	Iteration 26Q: 3 clusters Score -1.018001e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 150762 members 
Entering Unmasked Estep 
Score: -10180347.000000 Penalty: 1118.131104
	Iteration 27Q: 3 clusters Score -1.018035e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 152617 members 
Entering Unmasked Estep 
Score: -10180822.000000 Penalty: 1118.131104
	Iteration 28Q: 3 clusters Score -1.018082e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -10181309.000000 Penalty: 1118.131104
	Iteration 29Q: 3 clusters Score -1.018131e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 156733 members 
Entering Unmasked Estep 
Score: -10181831.000000 Penalty: 1118.131104
	Iteration 30Q: 3 clusters Score -1.018183e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -10182528.000000 Penalty: 1118.131104
	Iteration 31Q: 3 clusters Score -1.018253e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 161455 members 
Entering Unmasked Estep 
Score: -10183124.000000 Penalty: 1118.131104
	Iteration 32Q: 3 clusters Score -1.018312e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -10183845.000000 Penalty: 1118.131104
	Iteration 33Q: 3 clusters Score -1.018384e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 166850 members 
Entering Unmasked Estep 
Score: -10184700.000000 Penalty: 1118.131104
	Iteration 34Q: 3 clusters Score -1.01847e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 169799 members 
Entering Unmasked Estep 
Score: -10185762.000000 Penalty: 1118.131104
	Iteration 35Q: 3 clusters Score -1.018576e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 172813 members 
Entering Unmasked Estep 
Score: -10186708.000000 Penalty: 1118.131104
	Iteration 36Q: 3 clusters Score -1.018671e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 176001 members 
Entering Unmasked Estep 
Score: -10187927.000000 Penalty: 1118.131104
	Iteration 37Q: 3 clusters Score -1.018793e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 179271 members 
Entering Unmasked Estep 
Score: -10189212.000000 Penalty: 1118.131104
	Iteration 38Q: 3 clusters Score -1.018921e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 182622 members 
Entering Unmasked Estep 
Score: -10190679.000000 Penalty: 1118.131104
	Iteration 39Q: 3 clusters Score -1.019068e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 185980 members 
Entering Unmasked Estep 
Score: -10192094.000000 Penalty: 1118.131104
	Iteration 40F: 3 clusters Score -1.019209e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 189288 members 
Entering Unmasked Estep 
Score: -10193513.000000 Penalty: 1118.131104
	Iteration 41Q: 3 clusters Score -1.019351e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 192532 members 
Entering Unmasked Estep 
Score: -10195162.000000 Penalty: 1118.131104
	Iteration 42Q: 3 clusters Score -1.019516e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 195642 members 
Entering Unmasked Estep 
Score: -10196715.000000 Penalty: 1118.131104
	Iteration 43Q: 3 clusters Score -1.019672e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 198749 members 
Entering Unmasked Estep 
Score: -10198335.000000 Penalty: 1118.131104
	Iteration 44Q: 3 clusters Score -1.019834e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 201717 members 
Entering Unmasked Estep 
Score: -10200220.000000 Penalty: 1118.131104
	Iteration 45Q: 3 clusters Score -1.020022e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 204388 members 
Entering Unmasked Estep 
Score: -10202034.000000 Penalty: 1118.131104
	Iteration 46Q: 3 clusters Score -1.020203e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 206810 members 
Entering Unmasked Estep 
Score: -10203476.000000 Penalty: 1118.131104
	Iteration 47Q: 3 clusters Score -1.020348e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 208846 members 
Entering Unmasked Estep 
Score: -10204479.000000 Penalty: 1118.131104
	Iteration 48Q: 3 clusters Score -1.020448e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 210444 members 
Entering Unmasked Estep 
Score: -10205208.000000 Penalty: 1118.131104
	Iteration 49Q: 3 clusters Score -1.020521e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 211717 members 
Entering Unmasked Estep 
Score: -10205676.000000 Penalty: 1118.131104
	Iteration 50Q: 3 clusters Score -1.020568e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 212697 members 
Entering Unmasked Estep 
Score: -10206006.000000 Penalty: 1118.131104
	Iteration 51Q: 3 clusters Score -1.020601e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 213437 members 
Entering Unmasked Estep 
Score: -10206192.000000 Penalty: 1118.131104
	Iteration 52Q: 3 clusters Score -1.020619e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 214008 members 
Entering Unmasked Estep 
Score: -10206297.000000 Penalty: 1118.131104
	Iteration 53Q: 3 clusters Score -1.02063e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 214465 members 
Entering Unmasked Estep 
Score: -10206459.000000 Penalty: 1118.131104
	Iteration 54Q: 3 clusters Score -1.020646e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 214806 members 
Entering Unmasked Estep 
Score: -10206477.000000 Penalty: 1118.131104
	Iteration 55Q: 3 clusters Score -1.020648e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 215047 members 
Entering Unmasked Estep 
Score: -10206508.000000 Penalty: 1118.131104
	Iteration 56Q: 3 clusters Score -1.020651e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 215222 members 
Entering Unmasked Estep 
Score: -10206532.000000 Penalty: 1118.131104
	Iteration 57Q: 3 clusters Score -1.020653e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 215363 members 
Entering Unmasked Estep 
Score: -10206579.000000 Penalty: 1118.131104
	Iteration 58Q: 3 clusters Score -1.020658e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 215472 members 
Entering Unmasked Estep 
Score: -10206577.000000 Penalty: 1118.131104
	Iteration 59Q: 3 clusters Score -1.020658e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 215553 members 
Entering Unmasked Estep 
Score: -10206569.000000 Penalty: 1118.131104
	Iteration 60F: 3 clusters Score -1.020657e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 215605 members 
Entering Unmasked Estep 
Score: -10206564.000000 Penalty: 1118.131104
	Iteration 61Q: 3 clusters Score -1.020656e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 215664 members 
Entering Unmasked Estep 
Score: -10206568.000000 Penalty: 1118.131104
	Iteration 62Q: 3 clusters Score -1.020657e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 215704 members 
Entering Unmasked Estep 
Score: -10206579.000000 Penalty: 1118.131104
	Iteration 63Q: 3 clusters Score -1.020658e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 215733 members 
Entering Unmasked Estep 
Score: -10206579.000000 Penalty: 1118.131104
	Iteration 64Q: 3 clusters Score -1.020658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 215761 members 
Entering Unmasked Estep 
Score: -10206585.000000 Penalty: 1118.131104
	Iteration 65Q: 3 clusters Score -1.020658e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 215787 members 
Entering Unmasked Estep 
Score: -10206573.000000 Penalty: 1118.131104
	Iteration 66Q: 3 clusters Score -1.020657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 215803 members 
Entering Unmasked Estep 
Score: -10206562.000000 Penalty: 1118.131104
	Iteration 67Q: 3 clusters Score -1.020656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 215816 members 
Entering Unmasked Estep 
Score: -10206560.000000 Penalty: 1118.131104
	Iteration 68Q: 3 clusters Score -1.020656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 215819 members 
Entering Unmasked Estep 
Score: -10206551.000000 Penalty: 1118.131104
	Iteration 69Q: 3 clusters Score -1.020655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 215825 members 
Entering Unmasked Estep 
Score: -10206552.000000 Penalty: 1118.131104
	Iteration 70Q: 3 clusters Score -1.020655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 215833 members 
Entering Unmasked Estep 
Score: -10206552.000000 Penalty: 1118.131104
	Iteration 71Q: 3 clusters Score -1.020655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 215842 members 
Entering Unmasked Estep 
Score: -10206552.000000 Penalty: 1118.131104
	Iteration 72Q: 3 clusters Score -1.020655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 215849 members 
Entering Unmasked Estep 
Score: -10206547.000000 Penalty: 1118.131104
	Iteration 73Q: 3 clusters Score -1.020655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 215855 members 
Entering Unmasked Estep 
Score: -10206546.000000 Penalty: 1118.131104
	Iteration 74Q: 3 clusters Score -1.020655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 215862 members 
Entering Unmasked Estep 
Score: -10206554.000000 Penalty: 1118.131104
	Iteration 75Q: 3 clusters Score -1.020655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 215872 members 
Entering Unmasked Estep 
Score: -10206553.000000 Penalty: 1118.131104
	Iteration 76Q: 3 clusters Score -1.020655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 215882 members 
Entering Unmasked Estep 
Score: -10206547.000000 Penalty: 1118.131104
	Iteration 77Q: 3 clusters Score -1.020655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 215893 members 
Entering Unmasked Estep 
Score: -10206550.000000 Penalty: 1118.131104
	Iteration 78Q: 3 clusters Score -1.020655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 215900 members 
Entering Unmasked Estep 
Score: -10206551.000000 Penalty: 1118.131104
	Iteration 79Q: 3 clusters Score -1.020655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 215909 members 
Entering Unmasked Estep 
Score: -10206554.000000 Penalty: 1118.131104
	Iteration 80F: 3 clusters Score -1.020655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 215921 members 
Entering Unmasked Estep 
Score: -10206561.000000 Penalty: 1118.131104
	Iteration 81Q: 3 clusters Score -1.020656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 215928 members 
Entering Unmasked Estep 
Score: -10206561.000000 Penalty: 1118.131104
	Iteration 82Q: 3 clusters Score -1.020656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 215935 members 
Entering Unmasked Estep 
Score: -10206550.000000 Penalty: 1118.131104
	Iteration 83Q: 3 clusters Score -1.020655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 215940 members 
Entering Unmasked Estep 
Score: -10206545.000000 Penalty: 1118.131104
	Iteration 84Q: 3 clusters Score -1.020654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 215945 members 
Entering Unmasked Estep 
Score: -10206549.000000 Penalty: 1118.131104
	Iteration 85Q: 3 clusters Score -1.020655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 215948 members 
Entering Unmasked Estep 
Score: -10206546.000000 Penalty: 1118.131104
	Iteration 86Q: 3 clusters Score -1.020655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 215953 members 
Entering Unmasked Estep 
Score: -10206547.000000 Penalty: 1118.131104
	Iteration 87Q: 3 clusters Score -1.020655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 215961 members 
Entering Unmasked Estep 
Score: -10206556.000000 Penalty: 1118.131104
	Iteration 88Q: 3 clusters Score -1.020656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 215966 members 
Entering Unmasked Estep 
Score: -10206562.000000 Penalty: 1118.131104
	Iteration 89Q: 3 clusters Score -1.020656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 215969 members 
Entering Unmasked Estep 
Score: -10206560.000000 Penalty: 1118.131104
	Iteration 90Q: 3 clusters Score -1.020656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 215973 members 
Entering Unmasked Estep 
Score: -10206567.000000 Penalty: 1118.131104
	Iteration 91Q: 3 clusters Score -1.020657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 215978 members 
Entering Unmasked Estep 
Score: -10206568.000000 Penalty: 1118.131104
	Iteration 92Q: 3 clusters Score -1.020657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 215983 members 
Entering Unmasked Estep 
Score: -10206566.000000 Penalty: 1118.131104
	Iteration 93Q: 3 clusters Score -1.020657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 215989 members 
Entering Unmasked Estep 
Score: -10206559.000000 Penalty: 1118.131104
	Iteration 94Q: 3 clusters Score -1.020656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 215992 members 
Entering Unmasked Estep 
Score: -10206555.000000 Penalty: 1118.131104
	Iteration 95Q: 3 clusters Score -1.020656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 215996 members 
Entering Unmasked Estep 
Score: -10206555.000000 Penalty: 1118.131104
	Iteration 96Q: 3 clusters Score -1.020656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 216000 members 
Entering Unmasked Estep 
Score: -10206559.000000 Penalty: 1118.131104
	Iteration 97Q: 3 clusters Score -1.020656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 216003 members 
Entering Unmasked Estep 
Score: -10206563.000000 Penalty: 1118.131104
	Iteration 98Q: 3 clusters Score -1.020656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 216007 members 
Entering Unmasked Estep 
Score: -10206563.000000 Penalty: 1118.131104
	Iteration 99Q: 3 clusters Score -1.020656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 216010 members 
Entering Unmasked Estep 
Score: -10206556.000000 Penalty: 1118.131104
	Iteration 100F: 3 clusters Score -1.020656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 216012 members 
Entering Unmasked Estep 
Score: -10206561.000000 Penalty: 1118.131104
	Iteration 101Q: 3 clusters Score -1.020656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 216015 members 
Entering Unmasked Estep 
Score: -10206559.000000 Penalty: 1118.131104
	Iteration 102Q: 3 clusters Score -1.020656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 216017 members 
Entering Unmasked Estep 
Score: -10206565.000000 Penalty: 1118.131104
	Iteration 103Q: 3 clusters Score -1.020656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 216020 members 
Entering Unmasked Estep 
Score: -10206557.000000 Penalty: 1118.131104
	Iteration 104Q: 3 clusters Score -1.020656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 216022 members 
Entering Unmasked Estep 
Score: -10206565.000000 Penalty: 1118.131104
	Iteration 105Q: 3 clusters Score -1.020656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 216025 members 
Entering Unmasked Estep 
Score: -10206557.000000 Penalty: 1118.131104
	Iteration 106Q: 3 clusters Score -1.020656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 216027 members 
Entering Unmasked Estep 
Score: -10206558.000000 Penalty: 1118.131104
	Iteration 107Q: 3 clusters Score -1.020656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 216030 members 
Entering Unmasked Estep 
Score: -10206558.000000 Penalty: 1118.131104
	Iteration 108Q: 3 clusters Score -1.020656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 216030 members 
Entering Unmasked Estep 
Score: -10206558.000000 Penalty: 1118.131104
	Iteration 109F: 3 clusters Score -1.020656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Entering Unmasked Estep 
Score: -3015300.000000 Penalty: 500.420807
	Iteration 0F: 2 clusters Score -3015300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -2974857.500000 Penalty: 1000.841614
	Iteration 0F: 3 clusters Score -2974858 nChanged 29055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -2992640.500000 Penalty: 1000.841614
	Iteration 1F: 3 clusters Score -2992640 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -2993486.000000 Penalty: 1000.841614
	Iteration 2Q: 3 clusters Score -2993486 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -2994882.000000 Penalty: 1000.841614
	Iteration 3Q: 3 clusters Score -2994882 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -2997464.750000 Penalty: 1000.841614
	Iteration 4F: 3 clusters Score -2997465 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3001941.000000 Penalty: 1000.841614
	Iteration 5F: 3 clusters Score -3001941 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -3006952.500000 Penalty: 1000.841614
	Iteration 6F: 3 clusters Score -3006952 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -3009558.750000 Penalty: 1000.841614
	Iteration 7F: 3 clusters Score -3009559 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3010537.000000 Penalty: 1000.841614
	Iteration 8Q: 3 clusters Score -3010537 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -3011076.750000 Penalty: 1000.841614
	Iteration 9Q: 3 clusters Score -3011077 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3011471.000000 Penalty: 1000.841614
	Iteration 10Q: 3 clusters Score -3011471 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3011744.250000 Penalty: 1000.841614
	Iteration 11Q: 3 clusters Score -3011744 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3011924.500000 Penalty: 1000.841614
	Iteration 12Q: 3 clusters Score -3011924 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3012066.750000 Penalty: 1000.841614
	Iteration 13Q: 3 clusters Score -3012067 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3012155.250000 Penalty: 1000.841614
	Iteration 14Q: 3 clusters Score -3012155 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3012222.750000 Penalty: 1000.841614
	Iteration 15Q: 3 clusters Score -3012223 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3012253.250000 Penalty: 1000.841614
	Iteration 16Q: 3 clusters Score -3012253 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -3012285.500000 Penalty: 1000.841614
	Iteration 17Q: 3 clusters Score -3012286 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3012296.750000 Penalty: 1000.841614
	Iteration 18Q: 3 clusters Score -3012297 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3012305.000000 Penalty: 1000.841614
	Iteration 19Q: 3 clusters Score -3012305 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3012310.750000 Penalty: 1000.841614
	Iteration 20F: 3 clusters Score -3012311 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3012317.750000 Penalty: 1000.841614
	Iteration 21Q: 3 clusters Score -3012318 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3012321.000000 Penalty: 1000.841614
	Iteration 22Q: 3 clusters Score -3012321 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3012349.250000 Penalty: 1000.841614
	Iteration 23Q: 3 clusters Score -3012349 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3012355.500000 Penalty: 1000.841614
	Iteration 24Q: 3 clusters Score -3012356 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3012358.250000 Penalty: 1000.841614
	Iteration 25Q: 3 clusters Score -3012358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -3012367.500000 Penalty: 1000.841614
	Iteration 26Q: 3 clusters Score -3012368 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3012380.000000 Penalty: 1000.841614
	Iteration 27Q: 3 clusters Score -3012380 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3012395.500000 Penalty: 1000.841614
	Iteration 28Q: 3 clusters Score -3012396 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3012394.000000 Penalty: 1000.841614
	Iteration 29Q: 3 clusters Score -3012394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3012398.250000 Penalty: 1000.841614
	Iteration 30Q: 3 clusters Score -3012398 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3012405.000000 Penalty: 1000.841614
	Iteration 31Q: 3 clusters Score -3012405 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3012421.000000 Penalty: 1000.841614
	Iteration 32Q: 3 clusters Score -3012421 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3012419.500000 Penalty: 1000.841614
	Iteration 33Q: 3 clusters Score -3012420 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3012428.250000 Penalty: 1000.841614
	Iteration 34Q: 3 clusters Score -3012428 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3012435.750000 Penalty: 1000.841614
	Iteration 35Q: 3 clusters Score -3012436 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3012443.000000 Penalty: 1000.841614
	Iteration 36Q: 3 clusters Score -3012443 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3012459.250000 Penalty: 1000.841614
	Iteration 37Q: 3 clusters Score -3012459 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3012485.750000 Penalty: 1000.841614
	Iteration 38Q: 3 clusters Score -3012486 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3012496.000000 Penalty: 1000.841614
	Iteration 39Q: 3 clusters Score -3012496 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3012510.500000 Penalty: 1000.841614
	Iteration 40F: 3 clusters Score -3012510 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3012526.250000 Penalty: 1000.841614
	Iteration 41Q: 3 clusters Score -3012526 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3012536.250000 Penalty: 1000.841614
	Iteration 42Q: 3 clusters Score -3012536 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3012558.000000 Penalty: 1000.841614
	Iteration 43Q: 3 clusters Score -3012558 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3012572.500000 Penalty: 1000.841614
	Iteration 44Q: 3 clusters Score -3012572 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3012592.750000 Penalty: 1000.841614
	Iteration 45Q: 3 clusters Score -3012593 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3012615.500000 Penalty: 1000.841614
	Iteration 46Q: 3 clusters Score -3012616 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3012634.250000 Penalty: 1000.841614
	Iteration 47Q: 3 clusters Score -3012634 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3012655.250000 Penalty: 1000.841614
	Iteration 48Q: 3 clusters Score -3012655 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3012682.750000 Penalty: 1000.841614
	Iteration 49Q: 3 clusters Score -3012683 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3012716.500000 Penalty: 1000.841614
	Iteration 50Q: 3 clusters Score -3012716 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3012736.250000 Penalty: 1000.841614
	Iteration 51Q: 3 clusters Score -3012736 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3012749.750000 Penalty: 1000.841614
	Iteration 52Q: 3 clusters Score -3012750 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3012772.000000 Penalty: 1000.841614
	Iteration 53Q: 3 clusters Score -3012772 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3012774.750000 Penalty: 1000.841614
	Iteration 54Q: 3 clusters Score -3012775 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3012805.500000 Penalty: 1000.841614
	Iteration 55Q: 3 clusters Score -3012806 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3012817.750000 Penalty: 1000.841614
	Iteration 56Q: 3 clusters Score -3012818 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3012820.250000 Penalty: 1000.841614
	Iteration 57Q: 3 clusters Score -3012820 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3012841.000000 Penalty: 1000.841614
	Iteration 58Q: 3 clusters Score -3012841 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3012860.000000 Penalty: 1000.841614
	Iteration 59Q: 3 clusters Score -3012860 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3012894.750000 Penalty: 1000.841614
	Iteration 60F: 3 clusters Score -3012895 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3012903.500000 Penalty: 1000.841614
	Iteration 61Q: 3 clusters Score -3012904 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3012925.500000 Penalty: 1000.841614
	Iteration 62Q: 3 clusters Score -3012926 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3012940.000000 Penalty: 1000.841614
	Iteration 63Q: 3 clusters Score -3012940 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3012958.500000 Penalty: 1000.841614
	Iteration 64Q: 3 clusters Score -3012958 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3012961.000000 Penalty: 1000.841614
	Iteration 65Q: 3 clusters Score -3012961 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3012975.750000 Penalty: 1000.841614
	Iteration 66Q: 3 clusters Score -3012976 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3013007.250000 Penalty: 1000.841614
	Iteration 67Q: 3 clusters Score -3013007 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3013014.750000 Penalty: 1000.841614
	Iteration 68Q: 3 clusters Score -3013015 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3013039.250000 Penalty: 1000.841614
	Iteration 69Q: 3 clusters Score -3013039 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3013040.000000 Penalty: 1000.841614
	Iteration 70Q: 3 clusters Score -3013040 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -3013067.500000 Penalty: 1000.841614
	Iteration 71Q: 3 clusters Score -3013068 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3013080.500000 Penalty: 1000.841614
	Iteration 72Q: 3 clusters Score -3013080 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3013090.250000 Penalty: 1000.841614
	Iteration 73Q: 3 clusters Score -3013090 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3013102.500000 Penalty: 1000.841614
	Iteration 74Q: 3 clusters Score -3013102 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3013116.250000 Penalty: 1000.841614
	Iteration 75Q: 3 clusters Score -3013116 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3013154.000000 Penalty: 1000.841614
	Iteration 76Q: 3 clusters Score -3013154 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3013168.750000 Penalty: 1000.841614
	Iteration 77Q: 3 clusters Score -3013169 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3013187.750000 Penalty: 1000.841614
	Iteration 78Q: 3 clusters Score -3013188 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3013189.250000 Penalty: 1000.841614
	Iteration 79Q: 3 clusters Score -3013189 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3013210.000000 Penalty: 1000.841614
	Iteration 80F: 3 clusters Score -3013210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3013226.750000 Penalty: 1000.841614
	Iteration 81Q: 3 clusters Score -3013227 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3013248.250000 Penalty: 1000.841614
	Iteration 82Q: 3 clusters Score -3013248 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3013269.750000 Penalty: 1000.841614
	Iteration 83Q: 3 clusters Score -3013270 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3013277.250000 Penalty: 1000.841614
	Iteration 84Q: 3 clusters Score -3013277 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3013289.500000 Penalty: 1000.841614
	Iteration 85Q: 3 clusters Score -3013290 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3013302.250000 Penalty: 1000.841614
	Iteration 86Q: 3 clusters Score -3013302 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3013309.500000 Penalty: 1000.841614
	Iteration 87Q: 3 clusters Score -3013310 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3013321.000000 Penalty: 1000.841614
	Iteration 88Q: 3 clusters Score -3013321 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3013331.500000 Penalty: 1000.841614
	Iteration 89Q: 3 clusters Score -3013332 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3013346.750000 Penalty: 1000.841614
	Iteration 90Q: 3 clusters Score -3013347 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -3013379.750000 Penalty: 1000.841614
	Iteration 91Q: 3 clusters Score -3013380 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3013385.500000 Penalty: 1000.841614
	Iteration 92Q: 3 clusters Score -3013386 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3013422.250000 Penalty: 1000.841614
	Iteration 93Q: 3 clusters Score -3013422 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3013457.250000 Penalty: 1000.841614
	Iteration 94Q: 3 clusters Score -3013457 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3013479.750000 Penalty: 1000.841614
	Iteration 95Q: 3 clusters Score -3013480 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3013505.000000 Penalty: 1000.841614
	Iteration 96Q: 3 clusters Score -3013505 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3013544.500000 Penalty: 1000.841614
	Iteration 97Q: 3 clusters Score -3013544 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3013575.250000 Penalty: 1000.841614
	Iteration 98Q: 3 clusters Score -3013575 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3013617.750000 Penalty: 1000.841614
	Iteration 99Q: 3 clusters Score -3013618 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3013656.750000 Penalty: 1000.841614
	Iteration 100F: 3 clusters Score -3013657 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3013703.250000 Penalty: 1000.841614
	Iteration 101Q: 3 clusters Score -3013703 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3013724.000000 Penalty: 1000.841614
	Iteration 102Q: 3 clusters Score -3013724 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3013761.750000 Penalty: 1000.841614
	Iteration 103Q: 3 clusters Score -3013762 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3013796.750000 Penalty: 1000.841614
	Iteration 104Q: 3 clusters Score -3013797 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3013840.000000 Penalty: 1000.841614
	Iteration 105Q: 3 clusters Score -3013840 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3013885.750000 Penalty: 1000.841614
	Iteration 106Q: 3 clusters Score -3013886 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -3013919.750000 Penalty: 1000.841614
	Iteration 107Q: 3 clusters Score -3013920 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3013954.500000 Penalty: 1000.841614
	Iteration 108Q: 3 clusters Score -3013954 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3014000.250000 Penalty: 1000.841614
	Iteration 109Q: 3 clusters Score -3014000 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3014040.000000 Penalty: 1000.841614
	Iteration 110Q: 3 clusters Score -3014040 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3014070.000000 Penalty: 1000.841614
	Iteration 111Q: 3 clusters Score -3014070 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3014103.750000 Penalty: 1000.841614
	Iteration 112Q: 3 clusters Score -3014104 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3014129.500000 Penalty: 1000.841614
	Iteration 113Q: 3 clusters Score -3014130 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3014158.250000 Penalty: 1000.841614
	Iteration 114Q: 3 clusters Score -3014158 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3014181.750000 Penalty: 1000.841614
	Iteration 115Q: 3 clusters Score -3014182 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3014212.750000 Penalty: 1000.841614
	Iteration 116Q: 3 clusters Score -3014213 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3014233.000000 Penalty: 1000.841614
	Iteration 117Q: 3 clusters Score -3014233 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3014261.250000 Penalty: 1000.841614
	Iteration 118Q: 3 clusters Score -3014261 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3014275.000000 Penalty: 1000.841614
	Iteration 119Q: 3 clusters Score -3014275 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3014309.750000 Penalty: 1000.841614
	Iteration 120F: 3 clusters Score -3014310 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3014322.750000 Penalty: 1000.841614
	Iteration 121Q: 3 clusters Score -3014323 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -3014340.000000 Penalty: 1000.841614
	Iteration 122Q: 3 clusters Score -3014340 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3014368 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3014408 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3014423 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3014460 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3014474 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3014492 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3014527.500000 Penalty: 1000.841614
	Iteration 129Q: 3 clusters Score -3014528 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3014544 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3014570 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3014591.000000 Penalty: 1000.841614
	Iteration 132Q: 3 clusters Score -3014591 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3014596 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3014611 nChanged 129
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Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3014632 nChanged 124
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Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3014642.500000 Penalty: 1000.841614
	Iteration 136Q: 3 clusters Score -3014642 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3014645 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3014657.250000 Penalty: 1000.841614
	Iteration 138Q: 3 clusters Score -3014657 nChanged 127
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Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3014689.000000 Penalty: 1000.841614
	Iteration 139Q: 3 clusters Score -3014689 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3014702.250000 Penalty: 1000.841614
	Iteration 140F: 3 clusters Score -3014702 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3014716 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3014745 nChanged 131
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Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3014772 nChanged 125
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Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3014792 nChanged 124
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Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3014805 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3014812 nChanged 107
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Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3014830 nChanged 112
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Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3014844 nChanged 98
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Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3014849 nChanged 82
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Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3014866 nChanged 67
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Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3014871 nChanged 64
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Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3014867 nChanged 50
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Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3014872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3014879 nChanged 44
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Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3014886 nChanged 49
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Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3014888 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3014893 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3014894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3014894 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3014894 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3014901.500000 Penalty: 1000.841614
	Iteration 161Q: 3 clusters Score -3014902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3014903 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3014902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3014906 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3014911 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3014913.750000 Penalty: 1000.841614
	Iteration 166Q: 3 clusters Score -3014914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3014913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3014915 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3014923.000000 Penalty: 1000.841614
	Iteration 169Q: 3 clusters Score -3014923 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3014920 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3014921 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3014919.250000 Penalty: 1000.841614
	Iteration 172Q: 3 clusters Score -3014919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3014924 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3014924 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3014921 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3014922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3014928 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3014928 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3014927 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3014928 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3014932 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3014930 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3014933 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3014935 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3014942.500000 Penalty: 1000.841614
	Iteration 185Q: 3 clusters Score -3014942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3014945.750000 Penalty: 1000.841614
	Iteration 186Q: 3 clusters Score -3014946 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3014952.000000 Penalty: 1000.841614
	Iteration 187Q: 3 clusters Score -3014952 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3014956.000000 Penalty: 1000.841614
	Iteration 188Q: 3 clusters Score -3014956 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3014959 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3014958 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3014961.250000 Penalty: 1000.841614
	Iteration 191Q: 3 clusters Score -3014961 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3014962 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3014962 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3014963 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3014962 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3014961 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3014957.250000 Penalty: 1000.841614
	Iteration 197Q: 3 clusters Score -3014957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3014964.250000 Penalty: 1000.841614
	Iteration 198Q: 3 clusters Score -3014964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3014968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -3014969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3014965 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3014970 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3014968 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3014969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3014964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3014966 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3014968 nChanged 4
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Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -3014970 nChanged 2
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Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3014970 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -3014971 nChanged 5
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Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -3014972 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3014971 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3014973 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -3014975 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -3014976 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 2485 members 
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	Iteration 216Q: 3 clusters Score -3014974 nChanged 0
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Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3014974.500000 Penalty: 1000.841614
	Iteration 217F: 3 clusters Score -3014974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Entering Unmasked Estep 
Score: -1738585.750000 Penalty: 478.576263
	Iteration 0F: 2 clusters Score -1738586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1714010.500000 Penalty: 957.152527
	Iteration 0F: 3 clusters Score -1714010 nChanged 17660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -1724584.250000 Penalty: 957.152527
	Iteration 1F: 3 clusters Score -1724584 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -1725318.750000 Penalty: 957.152527
	Iteration 2F: 3 clusters Score -1725319 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -1726361.875000 Penalty: 957.152527
	Iteration 3F: 3 clusters Score -1726362 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -1727821.750000 Penalty: 957.152527
	Iteration 4F: 3 clusters Score -1727822 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -1729760.500000 Penalty: 957.152527
	Iteration 5F: 3 clusters Score -1729760 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -1731935.625000 Penalty: 957.152527
	Iteration 6F: 3 clusters Score -1731936 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -1733883.625000 Penalty: 957.152527
	Iteration 7F: 3 clusters Score -1733884 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -1735233.750000 Penalty: 957.152527
	Iteration 8Q: 3 clusters Score -1735234 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -1736026.750000 Penalty: 957.152527
	Iteration 9Q: 3 clusters Score -1736027 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -1736585.875000 Penalty: 957.152527
	Iteration 10Q: 3 clusters Score -1736586 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -1736985.000000 Penalty: 957.152527
	Iteration 11Q: 3 clusters Score -1736985 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -1737276.125000 Penalty: 957.152527
	Iteration 12Q: 3 clusters Score -1737276 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -1737496.000000 Penalty: 957.152527
	Iteration 13Q: 3 clusters Score -1737496 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -1737670.875000 Penalty: 957.152527
	Iteration 14Q: 3 clusters Score -1737671 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -1737789.375000 Penalty: 957.152527
	Iteration 15Q: 3 clusters Score -1737789 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -1737872.000000 Penalty: 957.152527
	Iteration 16Q: 3 clusters Score -1737872 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -1737928.000000 Penalty: 957.152527
	Iteration 17Q: 3 clusters Score -1737928 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -1737978.250000 Penalty: 957.152527
	Iteration 18Q: 3 clusters Score -1737978 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -1738026.500000 Penalty: 957.152527
	Iteration 19Q: 3 clusters Score -1738026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -1738064.250000 Penalty: 957.152527
	Iteration 20F: 3 clusters Score -1738064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -1738089.125000 Penalty: 957.152527
	Iteration 21Q: 3 clusters Score -1738089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -1738103.375000 Penalty: 957.152527
	Iteration 22Q: 3 clusters Score -1738103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -1738112.000000 Penalty: 957.152527
	Iteration 23Q: 3 clusters Score -1738112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -1738118.500000 Penalty: 957.152527
	Iteration 24Q: 3 clusters Score -1738118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -1738123.000000 Penalty: 957.152527
	Iteration 25Q: 3 clusters Score -1738123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -1738131.000000 Penalty: 957.152527
	Iteration 26Q: 3 clusters Score -1738131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -1738139.625000 Penalty: 957.152527
	Iteration 27Q: 3 clusters Score -1738140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -1738146.250000 Penalty: 957.152527
	Iteration 28Q: 3 clusters Score -1738146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -1738148.750000 Penalty: 957.152527
	Iteration 29Q: 3 clusters Score -1738149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -1738152.375000 Penalty: 957.152527
	Iteration 30Q: 3 clusters Score -1738152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -1738155.125000 Penalty: 957.152527
	Iteration 31Q: 3 clusters Score -1738155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -1738153.375000 Penalty: 957.152527
	Iteration 32Q: 3 clusters Score -1738153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -1738155.750000 Penalty: 957.152527
	Iteration 33Q: 3 clusters Score -1738156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -1738156.750000 Penalty: 957.152527
	Iteration 34Q: 3 clusters Score -1738157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -1738157.500000 Penalty: 957.152527
	Iteration 35Q: 3 clusters Score -1738158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -1738157.625000 Penalty: 957.152527
	Iteration 36Q: 3 clusters Score -1738158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -1738158.375000 Penalty: 957.152527
	Iteration 37Q: 3 clusters Score -1738158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -1738158.375000 Penalty: 957.152527
	Iteration 38F: 3 clusters Score -1738158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -60461.808594 Penalty: 326.484802
	Iteration 0F: 2 clusters Score -60461.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -59488.140625 Penalty: 652.969604
	Iteration 0F: 3 clusters Score -59488.14 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -59792.335938 Penalty: 652.969604
	Iteration 1F: 3 clusters Score -59792.34 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -59845.832031 Penalty: 652.969604
	Iteration 2F: 3 clusters Score -59845.83 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -59896.414062 Penalty: 652.969604
	Iteration 3F: 3 clusters Score -59896.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -59961.992188 Penalty: 652.969604
	Iteration 4F: 3 clusters Score -59961.99 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -60041.824219 Penalty: 652.969604
	Iteration 5F: 3 clusters Score -60041.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -60105.863281 Penalty: 652.969604
	Iteration 6F: 3 clusters Score -60105.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -60137.554688 Penalty: 652.969604
	Iteration 7Q: 3 clusters Score -60137.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -60163.808594 Penalty: 652.969604
	Iteration 8Q: 3 clusters Score -60163.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -60187.593750 Penalty: 652.969604
	Iteration 9Q: 3 clusters Score -60187.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -60199.656250 Penalty: 652.969604
	Iteration 10Q: 3 clusters Score -60199.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -60208.062500 Penalty: 652.969604
	Iteration 11Q: 3 clusters Score -60208.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -60222.062500 Penalty: 652.969604
	Iteration 12Q: 3 clusters Score -60222.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -60231.304688 Penalty: 652.969604
	Iteration 13Q: 3 clusters Score -60231.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -60235.718750 Penalty: 652.969604
	Iteration 14Q: 3 clusters Score -60235.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -60237.519531 Penalty: 652.969604
	Iteration 15Q: 3 clusters Score -60237.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -60238.843750 Penalty: 652.969604
	Iteration 16Q: 3 clusters Score -60238.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -60240.003906 Penalty: 652.969604
	Iteration 17Q: 3 clusters Score -60240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -60241.093750 Penalty: 652.969604
	Iteration 18Q: 3 clusters Score -60241.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -60241.558594 Penalty: 652.969604
	Iteration 19Q: 3 clusters Score -60241.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -60241.558594 Penalty: 652.969604
	Iteration 20F: 3 clusters Score -60241.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Entering Unmasked Estep 
Score: -317413.875000 Penalty: 401.408966
	Iteration 0F: 2 clusters Score -317413.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -312847.375000 Penalty: 802.817932
	Iteration 0F: 3 clusters Score -312847.4 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -314776.468750 Penalty: 802.817932
	Iteration 1F: 3 clusters Score -314776.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -314972.750000 Penalty: 802.817932
	Iteration 2F: 3 clusters Score -314972.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -315169.031250 Penalty: 802.817932
	Iteration 3F: 3 clusters Score -315169 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -315360.875000 Penalty: 802.817932
	Iteration 4F: 3 clusters Score -315360.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -315617.781250 Penalty: 802.817932
	Iteration 5F: 3 clusters Score -315617.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -315918.375000 Penalty: 802.817932
	Iteration 6F: 3 clusters Score -315918.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -316137.750000 Penalty: 802.817932
	Iteration 7F: 3 clusters Score -316137.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -316221.625000 Penalty: 802.817932
	Iteration 8Q: 3 clusters Score -316221.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -316248.968750 Penalty: 802.817932
	Iteration 9Q: 3 clusters Score -316249 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -316264.562500 Penalty: 802.817932
	Iteration 10Q: 3 clusters Score -316264.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -316276.031250 Penalty: 802.817932
	Iteration 11Q: 3 clusters Score -316276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -316292.812500 Penalty: 802.817932
	Iteration 12Q: 3 clusters Score -316292.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -316308.281250 Penalty: 802.817932
	Iteration 13Q: 3 clusters Score -316308.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -316325.031250 Penalty: 802.817932
	Iteration 14Q: 3 clusters Score -316325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -316342.906250 Penalty: 802.817932
	Iteration 15Q: 3 clusters Score -316342.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -316355.843750 Penalty: 802.817932
	Iteration 16Q: 3 clusters Score -316355.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -316371.906250 Penalty: 802.817932
	Iteration 17Q: 3 clusters Score -316371.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -316388.406250 Penalty: 802.817932
	Iteration 18Q: 3 clusters Score -316388.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -316406.093750 Penalty: 802.817932
	Iteration 19Q: 3 clusters Score -316406.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -316423.218750 Penalty: 802.817932
	Iteration 20F: 3 clusters Score -316423.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -316439.093750 Penalty: 802.817932
	Iteration 21Q: 3 clusters Score -316439.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -316460.687500 Penalty: 802.817932
	Iteration 22Q: 3 clusters Score -316460.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -316480.375000 Penalty: 802.817932
	Iteration 23Q: 3 clusters Score -316480.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -316499.937500 Penalty: 802.817932
	Iteration 24Q: 3 clusters Score -316499.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -316518.843750 Penalty: 802.817932
	Iteration 25Q: 3 clusters Score -316518.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -316538.125000 Penalty: 802.817932
	Iteration 26Q: 3 clusters Score -316538.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -316562.312500 Penalty: 802.817932
	Iteration 27Q: 3 clusters Score -316562.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -316586.468750 Penalty: 802.817932
	Iteration 28Q: 3 clusters Score -316586.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -316614.562500 Penalty: 802.817932
	Iteration 29Q: 3 clusters Score -316614.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -316637.656250 Penalty: 802.817932
	Iteration 30Q: 3 clusters Score -316637.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -316651.875000 Penalty: 802.817932
	Iteration 31Q: 3 clusters Score -316651.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -316662.593750 Penalty: 802.817932
	Iteration 32Q: 3 clusters Score -316662.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -316673.406250 Penalty: 802.817932
	Iteration 33Q: 3 clusters Score -316673.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -316688.218750 Penalty: 802.817932
	Iteration 34Q: 3 clusters Score -316688.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -316709.125000 Penalty: 802.817932
	Iteration 35Q: 3 clusters Score -316709.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -316729.156250 Penalty: 802.817932
	Iteration 36Q: 3 clusters Score -316729.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -316741.375000 Penalty: 802.817932
	Iteration 37Q: 3 clusters Score -316741.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -316753.250000 Penalty: 802.817932
	Iteration 38Q: 3 clusters Score -316753.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -316762.843750 Penalty: 802.817932
	Iteration 39Q: 3 clusters Score -316762.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -316770.562500 Penalty: 802.817932
	Iteration 40F: 3 clusters Score -316770.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -316776.906250 Penalty: 802.817932
	Iteration 41Q: 3 clusters Score -316776.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -316782.468750 Penalty: 802.817932
	Iteration 42Q: 3 clusters Score -316782.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -316792.781250 Penalty: 802.817932
	Iteration 43Q: 3 clusters Score -316792.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -316805.625000 Penalty: 802.817932
	Iteration 44Q: 3 clusters Score -316805.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -316815.781250 Penalty: 802.817932
	Iteration 45Q: 3 clusters Score -316815.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -316832.718750 Penalty: 802.817932
	Iteration 46Q: 3 clusters Score -316832.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -316845.750000 Penalty: 802.817932
	Iteration 47Q: 3 clusters Score -316845.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -316857.375000 Penalty: 802.817932
	Iteration 48Q: 3 clusters Score -316857.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -316865.000000 Penalty: 802.817932
	Iteration 49Q: 3 clusters Score -316865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -316879.218750 Penalty: 802.817932
	Iteration 50Q: 3 clusters Score -316879.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -316891.437500 Penalty: 802.817932
	Iteration 51Q: 3 clusters Score -316891.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -316902.562500 Penalty: 802.817932
	Iteration 52Q: 3 clusters Score -316902.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -316912.187500 Penalty: 802.817932
	Iteration 53Q: 3 clusters Score -316912.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -316921.468750 Penalty: 802.817932
	Iteration 54Q: 3 clusters Score -316921.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -316929.843750 Penalty: 802.817932
	Iteration 55Q: 3 clusters Score -316929.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -316942.937500 Penalty: 802.817932
	Iteration 56Q: 3 clusters Score -316942.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -316958.531250 Penalty: 802.817932
	Iteration 57Q: 3 clusters Score -316958.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -316980.875000 Penalty: 802.817932
	Iteration 58Q: 3 clusters Score -316980.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -316991.875000 Penalty: 802.817932
	Iteration 59Q: 3 clusters Score -316991.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -317001.125000 Penalty: 802.817932
	Iteration 60F: 3 clusters Score -317001.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -317009.500000 Penalty: 802.817932
	Iteration 61Q: 3 clusters Score -317009.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -317017.406250 Penalty: 802.817932
	Iteration 62Q: 3 clusters Score -317017.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -317023.812500 Penalty: 802.817932
	Iteration 63Q: 3 clusters Score -317023.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -317029.250000 Penalty: 802.817932
	Iteration 64Q: 3 clusters Score -317029.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -317033.343750 Penalty: 802.817932
	Iteration 65Q: 3 clusters Score -317033.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -317035.843750 Penalty: 802.817932
	Iteration 66Q: 3 clusters Score -317035.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -317039.250000 Penalty: 802.817932
	Iteration 67Q: 3 clusters Score -317039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -317040.312500 Penalty: 802.817932
	Iteration 68Q: 3 clusters Score -317040.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -317044.125000 Penalty: 802.817932
	Iteration 69Q: 3 clusters Score -317044.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -317047.687500 Penalty: 802.817932
	Iteration 70Q: 3 clusters Score -317047.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -317049.593750 Penalty: 802.817932
	Iteration 71Q: 3 clusters Score -317049.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -317051.656250 Penalty: 802.817932
	Iteration 72Q: 3 clusters Score -317051.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -317052.375000 Penalty: 802.817932
	Iteration 73Q: 3 clusters Score -317052.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -317053.343750 Penalty: 802.817932
	Iteration 74Q: 3 clusters Score -317053.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -317055.062500 Penalty: 802.817932
	Iteration 75Q: 3 clusters Score -317055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -317056.062500 Penalty: 802.817932
	Iteration 76Q: 3 clusters Score -317056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -317057.250000 Penalty: 802.817932
	Iteration 77Q: 3 clusters Score -317057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -317057.843750 Penalty: 802.817932
	Iteration 78Q: 3 clusters Score -317057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -317058.156250 Penalty: 802.817932
	Iteration 79Q: 3 clusters Score -317058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -317059.125000 Penalty: 802.817932
	Iteration 80F: 3 clusters Score -317059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -317059.968750 Penalty: 802.817932
	Iteration 81Q: 3 clusters Score -317060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -317061.031250 Penalty: 802.817932
	Iteration 82Q: 3 clusters Score -317061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -317063.937500 Penalty: 802.817932
	Iteration 83Q: 3 clusters Score -317063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -317065.875000 Penalty: 802.817932
	Iteration 84Q: 3 clusters Score -317065.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -317068.875000 Penalty: 802.817932
	Iteration 85Q: 3 clusters Score -317068.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -317069.406250 Penalty: 802.817932
	Iteration 86Q: 3 clusters Score -317069.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -317072.406250 Penalty: 802.817932
	Iteration 87Q: 3 clusters Score -317072.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -317074.625000 Penalty: 802.817932
	Iteration 88Q: 3 clusters Score -317074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -317074.531250 Penalty: 802.817932
	Iteration 89Q: 3 clusters Score -317074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -317074.781250 Penalty: 802.817932
	Iteration 90Q: 3 clusters Score -317074.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -317074.781250 Penalty: 802.817932
	Iteration 91F: 3 clusters Score -317074.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Entering Unmasked Estep 
Score: -2631465.250000 Penalty: 498.583069
	Iteration 0F: 2 clusters Score -2631465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -2592944.750000 Penalty: 997.166138
	Iteration 0F: 3 clusters Score -2592945 nChanged 27679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -2609257.750000 Penalty: 997.166138
	Iteration 1F: 3 clusters Score -2609258 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -2609820.250000 Penalty: 997.166138
	Iteration 2Q: 3 clusters Score -2609820 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -2610687.750000 Penalty: 997.166138
	Iteration 3Q: 3 clusters Score -2610688 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -2612140.250000 Penalty: 997.166138
	Iteration 4F: 3 clusters Score -2612140 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -2614581.000000 Penalty: 997.166138
	Iteration 5F: 3 clusters Score -2614581 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -2618324.500000 Penalty: 997.166138
	Iteration 6F: 3 clusters Score -2618324 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -2622538.500000 Penalty: 997.166138
	Iteration 7F: 3 clusters Score -2622538 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -2626016.000000 Penalty: 997.166138
	Iteration 8F: 3 clusters Score -2626016 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -2628146.250000 Penalty: 997.166138
	Iteration 9Q: 3 clusters Score -2628146 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -2629386.000000 Penalty: 997.166138
	Iteration 10Q: 3 clusters Score -2629386 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -2630147.500000 Penalty: 997.166138
	Iteration 11Q: 3 clusters Score -2630148 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -2630539.250000 Penalty: 997.166138
	Iteration 12Q: 3 clusters Score -2630539 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -2630767.750000 Penalty: 997.166138
	Iteration 13Q: 3 clusters Score -2630768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -2630882.500000 Penalty: 997.166138
	Iteration 14Q: 3 clusters Score -2630882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -2630924.500000 Penalty: 997.166138
	Iteration 15Q: 3 clusters Score -2630924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -2630952.250000 Penalty: 997.166138
	Iteration 16Q: 3 clusters Score -2630952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -2630970.250000 Penalty: 997.166138
	Iteration 17Q: 3 clusters Score -2630970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -2630988.000000 Penalty: 997.166138
	Iteration 18Q: 3 clusters Score -2630988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -2630991.750000 Penalty: 997.166138
	Iteration 19Q: 3 clusters Score -2630992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -2630995.500000 Penalty: 997.166138
	Iteration 20F: 3 clusters Score -2630996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -2631007.250000 Penalty: 997.166138
	Iteration 21Q: 3 clusters Score -2631007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -2631015.500000 Penalty: 997.166138
	Iteration 22Q: 3 clusters Score -2631016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -2631021.750000 Penalty: 997.166138
	Iteration 23Q: 3 clusters Score -2631022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -2631024.500000 Penalty: 997.166138
	Iteration 24Q: 3 clusters Score -2631024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -2631027.750000 Penalty: 997.166138
	Iteration 25Q: 3 clusters Score -2631028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -2631029.750000 Penalty: 997.166138
	Iteration 26Q: 3 clusters Score -2631030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -2631030.500000 Penalty: 997.166138
	Iteration 27Q: 3 clusters Score -2631030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -2631031.500000 Penalty: 997.166138
	Iteration 28Q: 3 clusters Score -2631032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -2631030.500000 Penalty: 997.166138
	Iteration 29Q: 3 clusters Score -2631030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -2631032.500000 Penalty: 997.166138
	Iteration 30Q: 3 clusters Score -2631032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -2631035.000000 Penalty: 997.166138
	Iteration 31Q: 3 clusters Score -2631035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -2631039.000000 Penalty: 997.166138
	Iteration 32Q: 3 clusters Score -2631039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -2631039.000000 Penalty: 997.166138
	Iteration 33F: 3 clusters Score -2631039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -26356.730469 Penalty: 287.266449
	Iteration 0F: 2 clusters Score -26356.73 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 286 members 
Entering Unmasked Estep 
Score: -25814.011719 Penalty: 574.532898
	Iteration 0F: 3 clusters Score -25814.01 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25926.408203 Penalty: 574.532898
	Iteration 1F: 3 clusters Score -25926.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25964.402344 Penalty: 574.532898
	Iteration 2F: 3 clusters Score -25964.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -25991.626953 Penalty: 574.532898
	Iteration 3F: 3 clusters Score -25991.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26007.666016 Penalty: 574.532898
	Iteration 4Q: 3 clusters Score -26007.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26014.525391 Penalty: 574.532898
	Iteration 5Q: 3 clusters Score -26014.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26017.177734 Penalty: 574.532898
	Iteration 6Q: 3 clusters Score -26017.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26021.746094 Penalty: 574.532898
	Iteration 7Q: 3 clusters Score -26021.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26025.044922 Penalty: 574.532898
	Iteration 8Q: 3 clusters Score -26025.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26026.933594 Penalty: 574.532898
	Iteration 9Q: 3 clusters Score -26026.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -26028.537109 Penalty: 574.532898
	Iteration 10Q: 3 clusters Score -26028.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26031.574219 Penalty: 574.532898
	Iteration 11Q: 3 clusters Score -26031.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26033.894531 Penalty: 574.532898
	Iteration 12Q: 3 clusters Score -26033.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26033.894531 Penalty: 574.532898
	Iteration 13F: 3 clusters Score -26033.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -255141.984375 Penalty: 391.286102
	Iteration 0F: 2 clusters Score -255142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -251475.640625 Penalty: 782.572205
	Iteration 0F: 3 clusters Score -251475.6 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -252765.078125 Penalty: 782.572205
	Iteration 1F: 3 clusters Score -252765.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -252909.734375 Penalty: 782.572205
	Iteration 2F: 3 clusters Score -252909.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -253058.921875 Penalty: 782.572205
	Iteration 3F: 3 clusters Score -253058.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -253261.812500 Penalty: 782.572205
	Iteration 4F: 3 clusters Score -253261.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -253514.718750 Penalty: 782.572205
	Iteration 5F: 3 clusters Score -253514.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -253752.937500 Penalty: 782.572205
	Iteration 6F: 3 clusters Score -253752.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -253981.781250 Penalty: 782.572205
	Iteration 7F: 3 clusters Score -253981.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -254130.843750 Penalty: 782.572205
	Iteration 8Q: 3 clusters Score -254130.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -254194.890625 Penalty: 782.572205
	Iteration 9Q: 3 clusters Score -254194.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -254235.046875 Penalty: 782.572205
	Iteration 10Q: 3 clusters Score -254235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -254263.656250 Penalty: 782.572205
	Iteration 11Q: 3 clusters Score -254263.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -254292.578125 Penalty: 782.572205
	Iteration 12Q: 3 clusters Score -254292.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -254322.375000 Penalty: 782.572205
	Iteration 13Q: 3 clusters Score -254322.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -254358.281250 Penalty: 782.572205
	Iteration 14Q: 3 clusters Score -254358.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -254393.187500 Penalty: 782.572205
	Iteration 15Q: 3 clusters Score -254393.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -254429.453125 Penalty: 782.572205
	Iteration 16Q: 3 clusters Score -254429.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -254469.796875 Penalty: 782.572205
	Iteration 17Q: 3 clusters Score -254469.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -254504.968750 Penalty: 782.572205
	Iteration 18Q: 3 clusters Score -254505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -254539.328125 Penalty: 782.572205
	Iteration 19Q: 3 clusters Score -254539.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -254570.000000 Penalty: 782.572205
	Iteration 20F: 3 clusters Score -254570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -254596.281250 Penalty: 782.572205
	Iteration 21Q: 3 clusters Score -254596.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -254625.062500 Penalty: 782.572205
	Iteration 22Q: 3 clusters Score -254625.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -254655.984375 Penalty: 782.572205
	Iteration 23Q: 3 clusters Score -254656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -254684.078125 Penalty: 782.572205
	Iteration 24Q: 3 clusters Score -254684.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -254709.218750 Penalty: 782.572205
	Iteration 25Q: 3 clusters Score -254709.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -254723.953125 Penalty: 782.572205
	Iteration 26Q: 3 clusters Score -254724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -254735.531250 Penalty: 782.572205
	Iteration 27Q: 3 clusters Score -254735.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -254743.890625 Penalty: 782.572205
	Iteration 28Q: 3 clusters Score -254743.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -254748.156250 Penalty: 782.572205
	Iteration 29Q: 3 clusters Score -254748.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -254753.140625 Penalty: 782.572205
	Iteration 30Q: 3 clusters Score -254753.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -254756.781250 Penalty: 782.572205
	Iteration 31Q: 3 clusters Score -254756.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -254763.593750 Penalty: 782.572205
	Iteration 32Q: 3 clusters Score -254763.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -254768.125000 Penalty: 782.572205
	Iteration 33Q: 3 clusters Score -254768.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -254772.375000 Penalty: 782.572205
	Iteration 34Q: 3 clusters Score -254772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -254775.359375 Penalty: 782.572205
	Iteration 35Q: 3 clusters Score -254775.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -254781.343750 Penalty: 782.572205
	Iteration 36Q: 3 clusters Score -254781.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -254787.921875 Penalty: 782.572205
	Iteration 37Q: 3 clusters Score -254787.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -254794.000000 Penalty: 782.572205
	Iteration 38Q: 3 clusters Score -254794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -254797.812500 Penalty: 782.572205
	Iteration 39Q: 3 clusters Score -254797.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -254801.265625 Penalty: 782.572205
	Iteration 40F: 3 clusters Score -254801.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -254806.156250 Penalty: 782.572205
	Iteration 41Q: 3 clusters Score -254806.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -254813.625000 Penalty: 782.572205
	Iteration 42Q: 3 clusters Score -254813.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -254822.718750 Penalty: 782.572205
	Iteration 43Q: 3 clusters Score -254822.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -254828.187500 Penalty: 782.572205
	Iteration 44Q: 3 clusters Score -254828.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -254837.921875 Penalty: 782.572205
	Iteration 45Q: 3 clusters Score -254837.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -254842.390625 Penalty: 782.572205
	Iteration 46Q: 3 clusters Score -254842.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -254846.265625 Penalty: 782.572205
	Iteration 47Q: 3 clusters Score -254846.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -254849.531250 Penalty: 782.572205
	Iteration 48Q: 3 clusters Score -254849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -254851.390625 Penalty: 782.572205
	Iteration 49Q: 3 clusters Score -254851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -254852.437500 Penalty: 782.572205
	Iteration 50Q: 3 clusters Score -254852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -254853.953125 Penalty: 782.572205
	Iteration 51Q: 3 clusters Score -254854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -254856.343750 Penalty: 782.572205
	Iteration 52Q: 3 clusters Score -254856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -254856.453125 Penalty: 782.572205
	Iteration 53Q: 3 clusters Score -254856.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -254856.890625 Penalty: 782.572205
	Iteration 54Q: 3 clusters Score -254856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -254856.968750 Penalty: 782.572205
	Iteration 55Q: 3 clusters Score -254857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -254856.968750 Penalty: 782.572205
	Iteration 56Q: 3 clusters Score -254857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -254857.156250 Penalty: 782.572205
	Iteration 57Q: 3 clusters Score -254857.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -254857.156250 Penalty: 782.572205
	Iteration 58F: 3 clusters Score -254857.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -128301.109375 Penalty: 356.464874
	Iteration 0F: 2 clusters Score -128301.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -126564.515625 Penalty: 712.929749
	Iteration 0F: 3 clusters Score -126564.5 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -127274.179688 Penalty: 712.929749
	Iteration 1F: 3 clusters Score -127274.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -127407.234375 Penalty: 712.929749
	Iteration 2F: 3 clusters Score -127407.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -127541.953125 Penalty: 712.929749
	Iteration 3F: 3 clusters Score -127542 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -127645.867188 Penalty: 712.929749
	Iteration 4F: 3 clusters Score -127645.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -127728.757812 Penalty: 712.929749
	Iteration 5Q: 3 clusters Score -127728.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -127805.031250 Penalty: 712.929749
	Iteration 6Q: 3 clusters Score -127805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -127861.460938 Penalty: 712.929749
	Iteration 7Q: 3 clusters Score -127861.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127898.101562 Penalty: 712.929749
	Iteration 8Q: 3 clusters Score -127898.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -127919.117188 Penalty: 712.929749
	Iteration 9Q: 3 clusters Score -127919.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -127938.640625 Penalty: 712.929749
	Iteration 10Q: 3 clusters Score -127938.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -127947.750000 Penalty: 712.929749
	Iteration 11Q: 3 clusters Score -127947.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -127959.507812 Penalty: 712.929749
	Iteration 12Q: 3 clusters Score -127959.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -127972.023438 Penalty: 712.929749
	Iteration 13Q: 3 clusters Score -127972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -127980.390625 Penalty: 712.929749
	Iteration 14Q: 3 clusters Score -127980.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -127987.015625 Penalty: 712.929749
	Iteration 15Q: 3 clusters Score -127987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -127991.312500 Penalty: 712.929749
	Iteration 16Q: 3 clusters Score -127991.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -127994.929688 Penalty: 712.929749
	Iteration 17Q: 3 clusters Score -127994.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -127999.390625 Penalty: 712.929749
	Iteration 18Q: 3 clusters Score -127999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -128001.671875 Penalty: 712.929749
	Iteration 19Q: 3 clusters Score -128001.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -128003.843750 Penalty: 712.929749
	Iteration 20F: 3 clusters Score -128003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -128005.507812 Penalty: 712.929749
	Iteration 21Q: 3 clusters Score -128005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -128008.039062 Penalty: 712.929749
	Iteration 22Q: 3 clusters Score -128008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -128009.656250 Penalty: 712.929749
	Iteration 23Q: 3 clusters Score -128009.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -128011.554688 Penalty: 712.929749
	Iteration 24Q: 3 clusters Score -128011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -128012.843750 Penalty: 712.929749
	Iteration 25Q: 3 clusters Score -128012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -128014.523438 Penalty: 712.929749
	Iteration 26Q: 3 clusters Score -128014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -128015.929688 Penalty: 712.929749
	Iteration 27Q: 3 clusters Score -128015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -128017.343750 Penalty: 712.929749
	Iteration 28Q: 3 clusters Score -128017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -128017.601562 Penalty: 712.929749
	Iteration 29Q: 3 clusters Score -128017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -128018.117188 Penalty: 712.929749
	Iteration 30Q: 3 clusters Score -128018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -128018.117188 Penalty: 712.929749
	Iteration 31F: 3 clusters Score -128018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Entering Unmasked Estep 
Score: -464879.781250 Penalty: 414.099304
	Iteration 0F: 2 clusters Score -464879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -458808.718750 Penalty: 828.198608
	Iteration 0F: 3 clusters Score -458808.7 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -461184.750000 Penalty: 828.198608
	Iteration 1F: 3 clusters Score -461184.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -461365.500000 Penalty: 828.198608
	Iteration 2F: 3 clusters Score -461365.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -461587.718750 Penalty: 828.198608
	Iteration 3F: 3 clusters Score -461587.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -461843.218750 Penalty: 828.198608
	Iteration 4F: 3 clusters Score -461843.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -462177.187500 Penalty: 828.198608
	Iteration 5F: 3 clusters Score -462177.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -462590.187500 Penalty: 828.198608
	Iteration 6F: 3 clusters Score -462590.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -463001.500000 Penalty: 828.198608
	Iteration 7F: 3 clusters Score -463001.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -463309.937500 Penalty: 828.198608
	Iteration 8Q: 3 clusters Score -463309.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -463506.531250 Penalty: 828.198608
	Iteration 9Q: 3 clusters Score -463506.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -463642.281250 Penalty: 828.198608
	Iteration 10Q: 3 clusters Score -463642.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -463746.843750 Penalty: 828.198608
	Iteration 11Q: 3 clusters Score -463746.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -463844.750000 Penalty: 828.198608
	Iteration 12Q: 3 clusters Score -463844.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -463942.062500 Penalty: 828.198608
	Iteration 13Q: 3 clusters Score -463942.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -464021.031250 Penalty: 828.198608
	Iteration 14Q: 3 clusters Score -464021 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -464085.406250 Penalty: 828.198608
	Iteration 15Q: 3 clusters Score -464085.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -464138.593750 Penalty: 828.198608
	Iteration 16Q: 3 clusters Score -464138.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -464189.843750 Penalty: 828.198608
	Iteration 17Q: 3 clusters Score -464189.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -464223.968750 Penalty: 828.198608
	Iteration 18Q: 3 clusters Score -464224 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -464253.312500 Penalty: 828.198608
	Iteration 19Q: 3 clusters Score -464253.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -464271.156250 Penalty: 828.198608
	Iteration 20F: 3 clusters Score -464271.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -464286.125000 Penalty: 828.198608
	Iteration 21Q: 3 clusters Score -464286.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -464292.750000 Penalty: 828.198608
	Iteration 22Q: 3 clusters Score -464292.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -464299.218750 Penalty: 828.198608
	Iteration 23Q: 3 clusters Score -464299.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -464308.812500 Penalty: 828.198608
	Iteration 24Q: 3 clusters Score -464308.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -464314.500000 Penalty: 828.198608
	Iteration 25Q: 3 clusters Score -464314.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -464315.125000 Penalty: 828.198608
	Iteration 26Q: 3 clusters Score -464315.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -464308.531250 Penalty: 828.198608
	Iteration 27Q: 3 clusters Score -464308.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -464313.125000 Penalty: 828.198608
	Iteration 28Q: 3 clusters Score -464313.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -464309.500000 Penalty: 828.198608
	Iteration 29Q: 3 clusters Score -464309.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -464306.187500 Penalty: 828.198608
	Iteration 30Q: 3 clusters Score -464306.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -464301.187500 Penalty: 828.198608
	Iteration 31Q: 3 clusters Score -464301.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -464305.156250 Penalty: 828.198608
	Iteration 32Q: 3 clusters Score -464305.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -464297.125000 Penalty: 828.198608
	Iteration 33Q: 3 clusters Score -464297.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -464291.250000 Penalty: 828.198608
	Iteration 34Q: 3 clusters Score -464291.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -464293.406250 Penalty: 828.198608
	Iteration 35Q: 3 clusters Score -464293.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -464286.562500 Penalty: 828.198608
	Iteration 36Q: 3 clusters Score -464286.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -464289.625000 Penalty: 828.198608
	Iteration 37Q: 3 clusters Score -464289.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -464287.125000 Penalty: 828.198608
	Iteration 38Q: 3 clusters Score -464287.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -464286.312500 Penalty: 828.198608
	Iteration 39Q: 3 clusters Score -464286.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -464290.000000 Penalty: 828.198608
	Iteration 40F: 3 clusters Score -464290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -464297.343750 Penalty: 828.198608
	Iteration 41Q: 3 clusters Score -464297.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -464302.843750 Penalty: 828.198608
	Iteration 42Q: 3 clusters Score -464302.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -464316.218750 Penalty: 828.198608
	Iteration 43Q: 3 clusters Score -464316.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -464335.187500 Penalty: 828.198608
	Iteration 44Q: 3 clusters Score -464335.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -464347.406250 Penalty: 828.198608
	Iteration 45Q: 3 clusters Score -464347.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -464358.937500 Penalty: 828.198608
	Iteration 46Q: 3 clusters Score -464358.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -464369.031250 Penalty: 828.198608
	Iteration 47Q: 3 clusters Score -464369 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -464365.812500 Penalty: 828.198608
	Iteration 48Q: 3 clusters Score -464365.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -464368.093750 Penalty: 828.198608
	Iteration 49Q: 3 clusters Score -464368.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -464368.000000 Penalty: 828.198608
	Iteration 50Q: 3 clusters Score -464368 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -464374.468750 Penalty: 828.198608
	Iteration 51Q: 3 clusters Score -464374.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -464373.500000 Penalty: 828.198608
	Iteration 52Q: 3 clusters Score -464373.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -464375.468750 Penalty: 828.198608
	Iteration 53Q: 3 clusters Score -464375.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -464374.906250 Penalty: 828.198608
	Iteration 54Q: 3 clusters Score -464374.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -464372.375000 Penalty: 828.198608
	Iteration 55Q: 3 clusters Score -464372.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -464366.750000 Penalty: 828.198608
	Iteration 56Q: 3 clusters Score -464366.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -464363.750000 Penalty: 828.198608
	Iteration 57Q: 3 clusters Score -464363.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -464366.218750 Penalty: 828.198608
	Iteration 58Q: 3 clusters Score -464366.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -464359.062500 Penalty: 828.198608
	Iteration 59Q: 3 clusters Score -464359.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -464359.093750 Penalty: 828.198608
	Iteration 60F: 3 clusters Score -464359.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -464360.031250 Penalty: 828.198608
	Iteration 61Q: 3 clusters Score -464360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -464357.656250 Penalty: 828.198608
	Iteration 62Q: 3 clusters Score -464357.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -464360.125000 Penalty: 828.198608
	Iteration 63Q: 3 clusters Score -464360.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -464353.531250 Penalty: 828.198608
	Iteration 64Q: 3 clusters Score -464353.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -464351.093750 Penalty: 828.198608
	Iteration 65Q: 3 clusters Score -464351.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -464356.937500 Penalty: 828.198608
	Iteration 66Q: 3 clusters Score -464356.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -464356.562500 Penalty: 828.198608
	Iteration 67Q: 3 clusters Score -464356.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -464353.843750 Penalty: 828.198608
	Iteration 68Q: 3 clusters Score -464353.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -464357.937500 Penalty: 828.198608
	Iteration 69Q: 3 clusters Score -464357.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -464352.187500 Penalty: 828.198608
	Iteration 70Q: 3 clusters Score -464352.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -464360.937500 Penalty: 828.198608
	Iteration 71Q: 3 clusters Score -464360.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -464361.875000 Penalty: 828.198608
	Iteration 72Q: 3 clusters Score -464361.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -464361.906250 Penalty: 828.198608
	Iteration 73Q: 3 clusters Score -464361.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -464362.375000 Penalty: 828.198608
	Iteration 74Q: 3 clusters Score -464362.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -464360.562500 Penalty: 828.198608
	Iteration 75Q: 3 clusters Score -464360.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -464363.375000 Penalty: 828.198608
	Iteration 76Q: 3 clusters Score -464363.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -464367.000000 Penalty: 828.198608
	Iteration 77Q: 3 clusters Score -464367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -464364.281250 Penalty: 828.198608
	Iteration 78Q: 3 clusters Score -464364.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -464368.531250 Penalty: 828.198608
	Iteration 79Q: 3 clusters Score -464368.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -464370.343750 Penalty: 828.198608
	Iteration 80F: 3 clusters Score -464370.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -464370.406250 Penalty: 828.198608
	Iteration 81Q: 3 clusters Score -464370.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -464371.125000 Penalty: 828.198608
	Iteration 82Q: 3 clusters Score -464371.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -464371.250000 Penalty: 828.198608
	Iteration 83Q: 3 clusters Score -464371.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -464368.437500 Penalty: 828.198608
	Iteration 84Q: 3 clusters Score -464368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -464370.656250 Penalty: 828.198608
	Iteration 85Q: 3 clusters Score -464370.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -464368.000000 Penalty: 828.198608
	Iteration 86Q: 3 clusters Score -464368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -464368.625000 Penalty: 828.198608
	Iteration 87Q: 3 clusters Score -464368.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -464363.531250 Penalty: 828.198608
	Iteration 88Q: 3 clusters Score -464363.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -464366.937500 Penalty: 828.198608
	Iteration 89Q: 3 clusters Score -464366.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -464367.437500 Penalty: 828.198608
	Iteration 90Q: 3 clusters Score -464367.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -464365.718750 Penalty: 828.198608
	Iteration 91Q: 3 clusters Score -464365.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -464366.843750 Penalty: 828.198608
	Iteration 92Q: 3 clusters Score -464366.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -464365.843750 Penalty: 828.198608
	Iteration 93Q: 3 clusters Score -464365.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -464364.843750 Penalty: 828.198608
	Iteration 94Q: 3 clusters Score -464364.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -464366.593750 Penalty: 828.198608
	Iteration 95Q: 3 clusters Score -464366.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -464362.312500 Penalty: 828.198608
	Iteration 96Q: 3 clusters Score -464362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -464366.062500 Penalty: 828.198608
	Iteration 97Q: 3 clusters Score -464366.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -464365.281250 Penalty: 828.198608
	Iteration 98Q: 3 clusters Score -464365.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -464367.093750 Penalty: 828.198608
	Iteration 99Q: 3 clusters Score -464367.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -464368.906250 Penalty: 828.198608
	Iteration 100F: 3 clusters Score -464368.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -464367.031250 Penalty: 828.198608
	Iteration 101Q: 3 clusters Score -464367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -464368.218750 Penalty: 828.198608
	Iteration 102Q: 3 clusters Score -464368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -464367.875000 Penalty: 828.198608
	Iteration 103Q: 3 clusters Score -464367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -464368.687500 Penalty: 828.198608
	Iteration 104Q: 3 clusters Score -464368.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -464369.031250 Penalty: 828.198608
	Iteration 105Q: 3 clusters Score -464369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -464369.250000 Penalty: 828.198608
	Iteration 106Q: 3 clusters Score -464369.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -464369.750000 Penalty: 828.198608
	Iteration 107Q: 3 clusters Score -464369.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -464370.437500 Penalty: 828.198608
	Iteration 108Q: 3 clusters Score -464370.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -464370.156250 Penalty: 828.198608
	Iteration 109Q: 3 clusters Score -464370.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -464370.031250 Penalty: 828.198608
	Iteration 110Q: 3 clusters Score -464370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -464366.718750 Penalty: 828.198608
	Iteration 111Q: 3 clusters Score -464366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -464367.593750 Penalty: 828.198608
	Iteration 112Q: 3 clusters Score -464367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -464368.906250 Penalty: 828.198608
	Iteration 113Q: 3 clusters Score -464368.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -464368.187500 Penalty: 828.198608
	Iteration 114Q: 3 clusters Score -464368.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -464368.062500 Penalty: 828.198608
	Iteration 115Q: 3 clusters Score -464368.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -464363.000000 Penalty: 828.198608
	Iteration 116Q: 3 clusters Score -464363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -464366.843750 Penalty: 828.198608
	Iteration 117Q: 3 clusters Score -464366.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -464368.062500 Penalty: 828.198608
	Iteration 118Q: 3 clusters Score -464368.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -464367.781250 Penalty: 828.198608
	Iteration 119Q: 3 clusters Score -464367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -464366.312500 Penalty: 828.198608
	Iteration 120F: 3 clusters Score -464366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -464365.812500 Penalty: 828.198608
	Iteration 121Q: 3 clusters Score -464365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -464367.500000 Penalty: 828.198608
	Iteration 122Q: 3 clusters Score -464367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -464366.218750 Penalty: 828.198608
	Iteration 123Q: 3 clusters Score -464366.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -464363.000000 Penalty: 828.198608
	Iteration 124Q: 3 clusters Score -464363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -464366.375000 Penalty: 828.198608
	Iteration 125Q: 3 clusters Score -464366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -464364.875000 Penalty: 828.198608
	Iteration 126Q: 3 clusters Score -464364.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -464364.875000 Penalty: 828.198608
	Iteration 127F: 3 clusters Score -464364.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -15743.866211 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -15743.87 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: -15399.780273 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -15399.78 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15605.259766 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -15605.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15741.575195 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -15741.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15891.686523 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -15891.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16161.668945 Penalty: 532.550415
	Iteration 4F: 3 clusters Score -16161.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16456.876953 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -16456.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16459.226562 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -16459.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16459.226562 Penalty: 532.550415
	Iteration 7F: 3 clusters Score -16459.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100771 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 59770 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 57404 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 191 members 
Mstep: Class 18 contains 91472 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85846 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 125636 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 66244 members 
Mstep: Class 29 contains 25255 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 12148 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 140594 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 95804 members 
Mstep: Class 40 contains 157 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95262 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7968 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12096 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176801 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 79749 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 76156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 747 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 2910 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14450 members 
Mstep: Class 65 contains 105893 members 
Mstep: Class 66 contains 16614 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4878 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
Score: -90683456.000000 Penalty: 48132.957031
Splitting cluster 17 changes total score from -90684080.000000 to -90683456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (91472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91472 members 
Entering Unmasked Estep 
Score: -4510958.000000 Penalty: 519.782349
	Iteration 0F: 2 clusters Score -4510958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -4449360.500000 Penalty: 1039.564697
	Iteration 0F: 3 clusters Score -4449360 nChanged 44613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -4477124.000000 Penalty: 1039.564697
	Iteration 1F: 3 clusters Score -4477124 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -4478581.500000 Penalty: 1039.564697
	Iteration 2Q: 3 clusters Score -4478582 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -4480568.000000 Penalty: 1039.564697
	Iteration 3Q: 3 clusters Score -4480568 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -4483531.000000 Penalty: 1039.564697
	Iteration 4F: 3 clusters Score -4483531 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -4487617.000000 Penalty: 1039.564697
	Iteration 5F: 3 clusters Score -4487617 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -4492375.500000 Penalty: 1039.564697
	Iteration 6F: 3 clusters Score -4492376 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -4495411.500000 Penalty: 1039.564697
	Iteration 7F: 3 clusters Score -4495412 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -4496810.000000 Penalty: 1039.564697
	Iteration 8Q: 3 clusters Score -4496810 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -4497604.500000 Penalty: 1039.564697
	Iteration 9Q: 3 clusters Score -4497604 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -4498333.500000 Penalty: 1039.564697
	Iteration 10Q: 3 clusters Score -4498334 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -4499140.000000 Penalty: 1039.564697
	Iteration 11Q: 3 clusters Score -4499140 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -4499969.000000 Penalty: 1039.564697
	Iteration 12Q: 3 clusters Score -4499969 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -4500867.000000 Penalty: 1039.564697
	Iteration 13Q: 3 clusters Score -4500867 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -4501834.000000 Penalty: 1039.564697
	Iteration 14Q: 3 clusters Score -4501834 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -4502790.000000 Penalty: 1039.564697
	Iteration 15Q: 3 clusters Score -4502790 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -4503772.000000 Penalty: 1039.564697
	Iteration 16Q: 3 clusters Score -4503772 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -4504842.500000 Penalty: 1039.564697
	Iteration 17Q: 3 clusters Score -4504842 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -4505762.000000 Penalty: 1039.564697
	Iteration 18Q: 3 clusters Score -4505762 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -4506532.500000 Penalty: 1039.564697
	Iteration 19Q: 3 clusters Score -4506532 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 84146 members 
Entering Unmasked Estep 
Score: -4507212.000000 Penalty: 1039.564697
	Iteration 20F: 3 clusters Score -4507212 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -4507819.000000 Penalty: 1039.564697
	Iteration 21Q: 3 clusters Score -4507819 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -4508315.000000 Penalty: 1039.564697
	Iteration 22Q: 3 clusters Score -4508315 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -4508681.000000 Penalty: 1039.564697
	Iteration 23Q: 3 clusters Score -4508681 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -4508986.000000 Penalty: 1039.564697
	Iteration 24Q: 3 clusters Score -4508986 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -4509209.500000 Penalty: 1039.564697
	Iteration 25Q: 3 clusters Score -4509210 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -4509420.500000 Penalty: 1039.564697
	Iteration 26Q: 3 clusters Score -4509420 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 88383 members 
Entering Unmasked Estep 
Score: -4509520.000000 Penalty: 1039.564697
	Iteration 27Q: 3 clusters Score -4509520 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -4509633.000000 Penalty: 1039.564697
	Iteration 28Q: 3 clusters Score -4509633 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -4509727.500000 Penalty: 1039.564697
	Iteration 29Q: 3 clusters Score -4509728 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -4509803.500000 Penalty: 1039.564697
	Iteration 30Q: 3 clusters Score -4509804 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -4509883.000000 Penalty: 1039.564697
	Iteration 31Q: 3 clusters Score -4509883 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -4509967.000000 Penalty: 1039.564697
	Iteration 32Q: 3 clusters Score -4509967 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -4510050.000000 Penalty: 1039.564697
	Iteration 33Q: 3 clusters Score -4510050 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 89942 members 
Entering Unmasked Estep 
Score: -4510104.500000 Penalty: 1039.564697
	Iteration 34Q: 3 clusters Score -4510104 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -4510150.500000 Penalty: 1039.564697
	Iteration 35Q: 3 clusters Score -4510150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -4510184.500000 Penalty: 1039.564697
	Iteration 36Q: 3 clusters Score -4510184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -4510217.000000 Penalty: 1039.564697
	Iteration 37Q: 3 clusters Score -4510217 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 90348 members 
Entering Unmasked Estep 
Score: -4510234.000000 Penalty: 1039.564697
	Iteration 38Q: 3 clusters Score -4510234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 90425 members 
Entering Unmasked Estep 
Score: -4510249.000000 Penalty: 1039.564697
	Iteration 39Q: 3 clusters Score -4510249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
Score: -4510256.000000 Penalty: 1039.564697
	Iteration 40F: 3 clusters Score -4510256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 90551 members 
Entering Unmasked Estep 
Score: -4510273.500000 Penalty: 1039.564697
	Iteration 41Q: 3 clusters Score -4510274 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -4510297.500000 Penalty: 1039.564697
	Iteration 42Q: 3 clusters Score -4510298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -4510329.000000 Penalty: 1039.564697
	Iteration 43Q: 3 clusters Score -4510329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -4510341.000000 Penalty: 1039.564697
	Iteration 44Q: 3 clusters Score -4510341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -4510351.000000 Penalty: 1039.564697
	Iteration 45Q: 3 clusters Score -4510351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -4510360.500000 Penalty: 1039.564697
	Iteration 46Q: 3 clusters Score -4510360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -4510385.000000 Penalty: 1039.564697
	Iteration 47Q: 3 clusters Score -4510385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 90881 members 
Entering Unmasked Estep 
Score: -4510395.000000 Penalty: 1039.564697
	Iteration 48Q: 3 clusters Score -4510395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 90908 members 
Entering Unmasked Estep 
Score: -4510402.000000 Penalty: 1039.564697
	Iteration 49Q: 3 clusters Score -4510402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -4510412.500000 Penalty: 1039.564697
	Iteration 50Q: 3 clusters Score -4510412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -4510431.000000 Penalty: 1039.564697
	Iteration 51Q: 3 clusters Score -4510431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 90984 members 
Entering Unmasked Estep 
Score: -4510441.500000 Penalty: 1039.564697
	Iteration 52Q: 3 clusters Score -4510442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -4510445.500000 Penalty: 1039.564697
	Iteration 53Q: 3 clusters Score -4510446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 91010 members 
Entering Unmasked Estep 
Score: -4510453.500000 Penalty: 1039.564697
	Iteration 54Q: 3 clusters Score -4510454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 91015 members 
Entering Unmasked Estep 
Score: -4510454.500000 Penalty: 1039.564697
	Iteration 55Q: 3 clusters Score -4510454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
Score: -4510457.000000 Penalty: 1039.564697
	Iteration 56Q: 3 clusters Score -4510457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -4510459.500000 Penalty: 1039.564697
	Iteration 57Q: 3 clusters Score -4510460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 91030 members 
Entering Unmasked Estep 
Score: -4510467.500000 Penalty: 1039.564697
	Iteration 58Q: 3 clusters Score -4510468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -4510474.000000 Penalty: 1039.564697
	Iteration 59Q: 3 clusters Score -4510474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -4510478.000000 Penalty: 1039.564697
	Iteration 60F: 3 clusters Score -4510478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -4510478.000000 Penalty: 1039.564697
	Iteration 61Q: 3 clusters Score -4510478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -4510483.500000 Penalty: 1039.564697
	Iteration 62Q: 3 clusters Score -4510484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -4510483.000000 Penalty: 1039.564697
	Iteration 63Q: 3 clusters Score -4510483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -4510486.000000 Penalty: 1039.564697
	Iteration 64Q: 3 clusters Score -4510486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -4510485.500000 Penalty: 1039.564697
	Iteration 65Q: 3 clusters Score -4510486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -4510485.500000 Penalty: 1039.564697
	Iteration 66Q: 3 clusters Score -4510486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 91066 members 
Entering Unmasked Estep 
Score: -4510485.000000 Penalty: 1039.564697
	Iteration 67Q: 3 clusters Score -4510485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -4510489.500000 Penalty: 1039.564697
	Iteration 68Q: 3 clusters Score -4510490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -4510488.000000 Penalty: 1039.564697
	Iteration 69Q: 3 clusters Score -4510488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -4510489.500000 Penalty: 1039.564697
	Iteration 70Q: 3 clusters Score -4510490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -4510489.000000 Penalty: 1039.564697
	Iteration 71Q: 3 clusters Score -4510489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 91083 members 
Entering Unmasked Estep 
Score: -4510493.000000 Penalty: 1039.564697
	Iteration 72Q: 3 clusters Score -4510493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -4510492.500000 Penalty: 1039.564697
	Iteration 73Q: 3 clusters Score -4510492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -4510492.000000 Penalty: 1039.564697
	Iteration 74Q: 3 clusters Score -4510492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -4510493.000000 Penalty: 1039.564697
	Iteration 75Q: 3 clusters Score -4510493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -4510493.500000 Penalty: 1039.564697
	Iteration 76Q: 3 clusters Score -4510494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -4510491.000000 Penalty: 1039.564697
	Iteration 77Q: 3 clusters Score -4510491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -4510491.000000 Penalty: 1039.564697
	Iteration 78F: 3 clusters Score -4510491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Entering Unmasked Estep 
Score: -5100535.500000 Penalty: 526.041138
	Iteration 0F: 2 clusters Score -5100536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -5029754.000000 Penalty: 1052.082275
	Iteration 0F: 3 clusters Score -5029754 nChanged 51241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -5060040.500000 Penalty: 1052.082275
	Iteration 1F: 3 clusters Score -5060040 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -5060979.500000 Penalty: 1052.082275
	Iteration 2Q: 3 clusters Score -5060980 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -5062319.500000 Penalty: 1052.082275
	Iteration 3Q: 3 clusters Score -5062320 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -5064790.000000 Penalty: 1052.082275
	Iteration 4Q: 3 clusters Score -5064790 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -5069088.500000 Penalty: 1052.082275
	Iteration 5F: 3 clusters Score -5069088 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -5076126.000000 Penalty: 1052.082275
	Iteration 6F: 3 clusters Score -5076126 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5084891.500000 Penalty: 1052.082275
	Iteration 7F: 3 clusters Score -5084892 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -5092474.500000 Penalty: 1052.082275
	Iteration 8F: 3 clusters Score -5092474 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101849 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -5097158.000000 Penalty: 1052.082275
	Iteration 9Q: 3 clusters Score -5097158 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103984 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5099221.000000 Penalty: 1052.082275
	Iteration 10Q: 3 clusters Score -5099221 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104680 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5099873.500000 Penalty: 1052.082275
	Iteration 11Q: 3 clusters Score -5099874 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5100004.000000 Penalty: 1052.082275
	Iteration 12Q: 3 clusters Score -5100004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104893 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5100062.000000 Penalty: 1052.082275
	Iteration 13Q: 3 clusters Score -5100062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5100072.500000 Penalty: 1052.082275
	Iteration 14Q: 3 clusters Score -5100072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5100078.000000 Penalty: 1052.082275
	Iteration 15Q: 3 clusters Score -5100078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5100079.000000 Penalty: 1052.082275
	Iteration 16Q: 3 clusters Score -5100079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104911 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5100080.500000 Penalty: 1052.082275
	Iteration 17Q: 3 clusters Score -5100080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104912 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5100083.500000 Penalty: 1052.082275
	Iteration 18Q: 3 clusters Score -5100084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104913 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5100087.000000 Penalty: 1052.082275
	Iteration 19Q: 3 clusters Score -5100087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5100092.500000 Penalty: 1052.082275
	Iteration 20F: 3 clusters Score -5100092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -10111.121094 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -10111.12 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 143 members 
Entering Unmasked Estep 
Score: -9775.696289 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -9775.696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9882.919922 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -9882.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9944.236328 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -9944.236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10004.425781 Penalty: 515.959167
	Iteration 3F: 3 clusters Score -10004.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10052.285156 Penalty: 515.959167
	Iteration 4F: 3 clusters Score -10052.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10079.166992 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -10079.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10092.333984 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -10092.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10103.397461 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -10103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10107.126953 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -10107.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10107.793945 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -10107.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10107.793945 Penalty: 515.959167
	Iteration 10F: 3 clusters Score -10107.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (85846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Entering Unmasked Estep 
Score: -4105194.500000 Penalty: 516.894104
	Iteration 0F: 2 clusters Score -4105194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -4047238.000000 Penalty: 1033.788208
	Iteration 0F: 3 clusters Score -4047238 nChanged 41874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4074356.500000 Penalty: 1033.788208
	Iteration 1F: 3 clusters Score -4074356 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -4078202.750000 Penalty: 1033.788208
	Iteration 2F: 3 clusters Score -4078203 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4084500.250000 Penalty: 1033.788208
	Iteration 3F: 3 clusters Score -4084500 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4092756.250000 Penalty: 1033.788208
	Iteration 4F: 3 clusters Score -4092756 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4099868.250000 Penalty: 1033.788208
	Iteration 5F: 3 clusters Score -4099868 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4103527.500000 Penalty: 1033.788208
	Iteration 6Q: 3 clusters Score -4103528 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4104533.750000 Penalty: 1033.788208
	Iteration 7Q: 3 clusters Score -4104534 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85783 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4104737.750000 Penalty: 1033.788208
	Iteration 8Q: 3 clusters Score -4104738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4104769.250000 Penalty: 1033.788208
	Iteration 9Q: 3 clusters Score -4104769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4104794.500000 Penalty: 1033.788208
	Iteration 10Q: 3 clusters Score -4104794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4104799.750000 Penalty: 1033.788208
	Iteration 11Q: 3 clusters Score -4104800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85799 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4104799.750000 Penalty: 1033.788208
	Iteration 12F: 3 clusters Score -4104800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -45192.351562 Penalty: 314.211761
	Iteration 0F: 2 clusters Score -45192.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -44344.464844 Penalty: 628.423523
	Iteration 0F: 3 clusters Score -44344.46 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44598.476562 Penalty: 628.423523
	Iteration 1F: 3 clusters Score -44598.48 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -44652.589844 Penalty: 628.423523
	Iteration 2F: 3 clusters Score -44652.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -44680.277344 Penalty: 628.423523
	Iteration 3Q: 3 clusters Score -44680.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44707.867188 Penalty: 628.423523
	Iteration 4Q: 3 clusters Score -44707.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44723.875000 Penalty: 628.423523
	Iteration 5Q: 3 clusters Score -44723.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44744.910156 Penalty: 628.423523
	Iteration 6Q: 3 clusters Score -44744.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44759.851562 Penalty: 628.423523
	Iteration 7Q: 3 clusters Score -44759.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44772.261719 Penalty: 628.423523
	Iteration 8Q: 3 clusters Score -44772.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44792.730469 Penalty: 628.423523
	Iteration 9Q: 3 clusters Score -44792.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44808.828125 Penalty: 628.423523
	Iteration 10Q: 3 clusters Score -44808.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44830.234375 Penalty: 628.423523
	Iteration 11Q: 3 clusters Score -44830.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44843.226562 Penalty: 628.423523
	Iteration 12Q: 3 clusters Score -44843.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44854.683594 Penalty: 628.423523
	Iteration 13Q: 3 clusters Score -44854.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44866.179688 Penalty: 628.423523
	Iteration 14Q: 3 clusters Score -44866.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44871.421875 Penalty: 628.423523
	Iteration 15Q: 3 clusters Score -44871.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44877.988281 Penalty: 628.423523
	Iteration 16Q: 3 clusters Score -44877.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44883.777344 Penalty: 628.423523
	Iteration 17Q: 3 clusters Score -44883.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44886.058594 Penalty: 628.423523
	Iteration 18Q: 3 clusters Score -44886.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44888.386719 Penalty: 628.423523
	Iteration 19Q: 3 clusters Score -44888.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -44891.472656 Penalty: 628.423523
	Iteration 20F: 3 clusters Score -44891.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44895.574219 Penalty: 628.423523
	Iteration 21Q: 3 clusters Score -44895.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -44897.117188 Penalty: 628.423523
	Iteration 22Q: 3 clusters Score -44897.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -44897.117188 Penalty: 628.423523
	Iteration 23F: 3 clusters Score -44897.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -147857.984375 Penalty: 364.153015
	Iteration 0F: 2 clusters Score -147858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -145786.156250 Penalty: 728.306030
	Iteration 0F: 3 clusters Score -145786.2 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -146637.875000 Penalty: 728.306030
	Iteration 1F: 3 clusters Score -146637.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -146852.609375 Penalty: 728.306030
	Iteration 2F: 3 clusters Score -146852.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -147099.562500 Penalty: 728.306030
	Iteration 3F: 3 clusters Score -147099.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -147301.875000 Penalty: 728.306030
	Iteration 4F: 3 clusters Score -147301.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -147426.156250 Penalty: 728.306030
	Iteration 5Q: 3 clusters Score -147426.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -147506.046875 Penalty: 728.306030
	Iteration 6Q: 3 clusters Score -147506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -147534.328125 Penalty: 728.306030
	Iteration 7Q: 3 clusters Score -147534.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -147548.531250 Penalty: 728.306030
	Iteration 8Q: 3 clusters Score -147548.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -147558.453125 Penalty: 728.306030
	Iteration 9Q: 3 clusters Score -147558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -147562.906250 Penalty: 728.306030
	Iteration 10Q: 3 clusters Score -147562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -147568.109375 Penalty: 728.306030
	Iteration 11Q: 3 clusters Score -147568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -147578.171875 Penalty: 728.306030
	Iteration 12Q: 3 clusters Score -147578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -147579.703125 Penalty: 728.306030
	Iteration 13Q: 3 clusters Score -147579.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -147580.812500 Penalty: 728.306030
	Iteration 14Q: 3 clusters Score -147580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -147582.734375 Penalty: 728.306030
	Iteration 15Q: 3 clusters Score -147582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -147583.750000 Penalty: 728.306030
	Iteration 16Q: 3 clusters Score -147583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -147584.625000 Penalty: 728.306030
	Iteration 17Q: 3 clusters Score -147584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -147584.843750 Penalty: 728.306030
	Iteration 18Q: 3 clusters Score -147584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -147585.203125 Penalty: 728.306030
	Iteration 19Q: 3 clusters Score -147585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -147586.109375 Penalty: 728.306030
	Iteration 20F: 3 clusters Score -147586.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (125636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125636 members 
Entering Unmasked Estep 
Score: -6381058.500000 Penalty: 534.222046
	Iteration 0F: 2 clusters Score -6381058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -6302161.000000 Penalty: 1068.444092
	Iteration 0F: 3 clusters Score -6302161 nChanged 61192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -6339445.000000 Penalty: 1068.444092
	Iteration 1F: 3 clusters Score -6339445 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -6342004.000000 Penalty: 1068.444092
	Iteration 2Q: 3 clusters Score -6342004 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -6346757.000000 Penalty: 1068.444092
	Iteration 3F: 3 clusters Score -6346757 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -6354500.000000 Penalty: 1068.444092
	Iteration 4F: 3 clusters Score -6354500 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -6363750.000000 Penalty: 1068.444092
	Iteration 5F: 3 clusters Score -6363750 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -6369247.000000 Penalty: 1068.444092
	Iteration 6F: 3 clusters Score -6369247 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79507 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -6370811.000000 Penalty: 1068.444092
	Iteration 7Q: 3 clusters Score -6370811 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -6371509.500000 Penalty: 1068.444092
	Iteration 8Q: 3 clusters Score -6371510 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -6372080.500000 Penalty: 1068.444092
	Iteration 9Q: 3 clusters Score -6372080 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -6372752.000000 Penalty: 1068.444092
	Iteration 10Q: 3 clusters Score -6372752 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -6373351.500000 Penalty: 1068.444092
	Iteration 11Q: 3 clusters Score -6373352 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -6373941.500000 Penalty: 1068.444092
	Iteration 12Q: 3 clusters Score -6373942 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73820 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -6374629.500000 Penalty: 1068.444092
	Iteration 13Q: 3 clusters Score -6374630 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -6375415.000000 Penalty: 1068.444092
	Iteration 14Q: 3 clusters Score -6375415 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -6376259.000000 Penalty: 1068.444092
	Iteration 15Q: 3 clusters Score -6376259 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
Score: -6377026.000000 Penalty: 1068.444092
	Iteration 16Q: 3 clusters Score -6377026 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -6377757.000000 Penalty: 1068.444092
	Iteration 17Q: 3 clusters Score -6377757 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -6378463.500000 Penalty: 1068.444092
	Iteration 18Q: 3 clusters Score -6378464 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -6379064.500000 Penalty: 1068.444092
	Iteration 19Q: 3 clusters Score -6379064 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -6379531.000000 Penalty: 1068.444092
	Iteration 20F: 3 clusters Score -6379531 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -6379852.000000 Penalty: 1068.444092
	Iteration 21Q: 3 clusters Score -6379852 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -6380072.000000 Penalty: 1068.444092
	Iteration 22Q: 3 clusters Score -6380072 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -6380293.500000 Penalty: 1068.444092
	Iteration 23Q: 3 clusters Score -6380294 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -6380438.500000 Penalty: 1068.444092
	Iteration 24Q: 3 clusters Score -6380438 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -6380552.000000 Penalty: 1068.444092
	Iteration 25Q: 3 clusters Score -6380552 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -6380650.000000 Penalty: 1068.444092
	Iteration 26Q: 3 clusters Score -6380650 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -6380689.000000 Penalty: 1068.444092
	Iteration 27Q: 3 clusters Score -6380689 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -6380710.500000 Penalty: 1068.444092
	Iteration 28Q: 3 clusters Score -6380710 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -6380790.000000 Penalty: 1068.444092
	Iteration 29Q: 3 clusters Score -6380790 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -6380838.000000 Penalty: 1068.444092
	Iteration 30Q: 3 clusters Score -6380838 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 89062 members 
Entering Unmasked Estep 
Score: -6380779.000000 Penalty: 1068.444092
	Iteration 31Q: 3 clusters Score -6380779 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -6380720.000000 Penalty: 1068.444092
	Iteration 32Q: 3 clusters Score -6380720 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -6380677.000000 Penalty: 1068.444092
	Iteration 33Q: 3 clusters Score -6380677 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 94299 members 
Entering Unmasked Estep 
Score: -6380609.000000 Penalty: 1068.444092
	Iteration 34Q: 3 clusters Score -6380609 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -6380637.500000 Penalty: 1068.444092
	Iteration 35Q: 3 clusters Score -6380638 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 97709 members 
Entering Unmasked Estep 
Score: -6380499.000000 Penalty: 1068.444092
	Iteration 36Q: 3 clusters Score -6380499 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -6380401.500000 Penalty: 1068.444092
	Iteration 37Q: 3 clusters Score -6380402 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -6380589.500000 Penalty: 1068.444092
	Iteration 38Q: 3 clusters Score -6380590 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 102615 members 
Entering Unmasked Estep 
Score: -6381058.000000 Penalty: 1068.444092
	Iteration 39Q: 3 clusters Score -6381058 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
Score: -6381452.500000 Penalty: 1068.444092
	Iteration 40F: 3 clusters Score -6381452 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 104928 members 
Entering Unmasked Estep 
Score: -6381711.500000 Penalty: 1068.444092
	Iteration 41Q: 3 clusters Score -6381712 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 105823 members 
Entering Unmasked Estep 
Score: -6381900.500000 Penalty: 1068.444092
	Iteration 42Q: 3 clusters Score -6381900 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 106579 members 
Entering Unmasked Estep 
Score: -6382021.500000 Penalty: 1068.444092
	Iteration 43Q: 3 clusters Score -6382022 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 107190 members 
Entering Unmasked Estep 
Score: -6382100.500000 Penalty: 1068.444092
	Iteration 44Q: 3 clusters Score -6382100 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -6382190.000000 Penalty: 1068.444092
	Iteration 45Q: 3 clusters Score -6382190 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 108199 members 
Entering Unmasked Estep 
Score: -6382250.500000 Penalty: 1068.444092
	Iteration 46Q: 3 clusters Score -6382250 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 108633 members 
Entering Unmasked Estep 
Score: -6382318.000000 Penalty: 1068.444092
	Iteration 47Q: 3 clusters Score -6382318 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 109042 members 
Entering Unmasked Estep 
Score: -6382352.000000 Penalty: 1068.444092
	Iteration 48Q: 3 clusters Score -6382352 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 109451 members 
Entering Unmasked Estep 
Score: -6382354.500000 Penalty: 1068.444092
	Iteration 49Q: 3 clusters Score -6382354 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 109822 members 
Entering Unmasked Estep 
Score: -6382402.500000 Penalty: 1068.444092
	Iteration 50Q: 3 clusters Score -6382402 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 110141 members 
Entering Unmasked Estep 
Score: -6382428.500000 Penalty: 1068.444092
	Iteration 51Q: 3 clusters Score -6382428 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 110441 members 
Entering Unmasked Estep 
Score: -6382436.500000 Penalty: 1068.444092
	Iteration 52Q: 3 clusters Score -6382436 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 110731 members 
Entering Unmasked Estep 
Score: -6382432.500000 Penalty: 1068.444092
	Iteration 53Q: 3 clusters Score -6382432 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 111001 members 
Entering Unmasked Estep 
Score: -6382422.000000 Penalty: 1068.444092
	Iteration 54Q: 3 clusters Score -6382422 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 111263 members 
Entering Unmasked Estep 
Score: -6382415.500000 Penalty: 1068.444092
	Iteration 55Q: 3 clusters Score -6382416 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 111511 members 
Entering Unmasked Estep 
Score: -6382419.500000 Penalty: 1068.444092
	Iteration 56Q: 3 clusters Score -6382420 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 111727 members 
Entering Unmasked Estep 
Score: -6382429.500000 Penalty: 1068.444092
	Iteration 57Q: 3 clusters Score -6382430 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 111927 members 
Entering Unmasked Estep 
Score: -6382416.500000 Penalty: 1068.444092
	Iteration 58Q: 3 clusters Score -6382416 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 112150 members 
Entering Unmasked Estep 
Score: -6382417.000000 Penalty: 1068.444092
	Iteration 59Q: 3 clusters Score -6382417 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 112374 members 
Entering Unmasked Estep 
Score: -6382409.500000 Penalty: 1068.444092
	Iteration 60F: 3 clusters Score -6382410 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 112560 members 
Entering Unmasked Estep 
Score: -6382411.000000 Penalty: 1068.444092
	Iteration 61Q: 3 clusters Score -6382411 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 112724 members 
Entering Unmasked Estep 
Score: -6382417.500000 Penalty: 1068.444092
	Iteration 62Q: 3 clusters Score -6382418 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -6382405.500000 Penalty: 1068.444092
	Iteration 63Q: 3 clusters Score -6382406 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 112982 members 
Entering Unmasked Estep 
Score: -6382394.000000 Penalty: 1068.444092
	Iteration 64Q: 3 clusters Score -6382394 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -6382407.500000 Penalty: 1068.444092
	Iteration 65Q: 3 clusters Score -6382408 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 113171 members 
Entering Unmasked Estep 
Score: -6382382.500000 Penalty: 1068.444092
	Iteration 66Q: 3 clusters Score -6382382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 113238 members 
Entering Unmasked Estep 
Score: -6382375.000000 Penalty: 1068.444092
	Iteration 67Q: 3 clusters Score -6382375 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -6382359.000000 Penalty: 1068.444092
	Iteration 68Q: 3 clusters Score -6382359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -6382351.500000 Penalty: 1068.444092
	Iteration 69Q: 3 clusters Score -6382352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 113399 members 
Entering Unmasked Estep 
Score: -6382350.000000 Penalty: 1068.444092
	Iteration 70Q: 3 clusters Score -6382350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 113438 members 
Entering Unmasked Estep 
Score: -6382350.500000 Penalty: 1068.444092
	Iteration 71Q: 3 clusters Score -6382350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 113471 members 
Entering Unmasked Estep 
Score: -6382348.500000 Penalty: 1068.444092
	Iteration 72Q: 3 clusters Score -6382348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 113522 members 
Entering Unmasked Estep 
Score: -6382345.000000 Penalty: 1068.444092
	Iteration 73Q: 3 clusters Score -6382345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -6382357.500000 Penalty: 1068.444092
	Iteration 74Q: 3 clusters Score -6382358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 113616 members 
Entering Unmasked Estep 
Score: -6382354.500000 Penalty: 1068.444092
	Iteration 75Q: 3 clusters Score -6382354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 113659 members 
Entering Unmasked Estep 
Score: -6382365.000000 Penalty: 1068.444092
	Iteration 76Q: 3 clusters Score -6382365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 113701 members 
Entering Unmasked Estep 
Score: -6382354.000000 Penalty: 1068.444092
	Iteration 77Q: 3 clusters Score -6382354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 113734 members 
Entering Unmasked Estep 
Score: -6382353.000000 Penalty: 1068.444092
	Iteration 78Q: 3 clusters Score -6382353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 113773 members 
Entering Unmasked Estep 
Score: -6382342.500000 Penalty: 1068.444092
	Iteration 79Q: 3 clusters Score -6382342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 113809 members 
Entering Unmasked Estep 
Score: -6382337.500000 Penalty: 1068.444092
	Iteration 80F: 3 clusters Score -6382338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 113850 members 
Entering Unmasked Estep 
Score: -6382343.500000 Penalty: 1068.444092
	Iteration 81Q: 3 clusters Score -6382344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 113875 members 
Entering Unmasked Estep 
Score: -6382346.500000 Penalty: 1068.444092
	Iteration 82Q: 3 clusters Score -6382346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 113889 members 
Entering Unmasked Estep 
Score: -6382338.500000 Penalty: 1068.444092
	Iteration 83Q: 3 clusters Score -6382338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 113894 members 
Entering Unmasked Estep 
Score: -6382340.000000 Penalty: 1068.444092
	Iteration 84Q: 3 clusters Score -6382340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 113897 members 
Entering Unmasked Estep 
Score: -6382344.000000 Penalty: 1068.444092
	Iteration 85Q: 3 clusters Score -6382344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 113898 members 
Entering Unmasked Estep 
Score: -6382342.500000 Penalty: 1068.444092
	Iteration 86Q: 3 clusters Score -6382342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -6382341.000000 Penalty: 1068.444092
	Iteration 87Q: 3 clusters Score -6382341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 113900 members 
Entering Unmasked Estep 
Score: -6382339.000000 Penalty: 1068.444092
	Iteration 88Q: 3 clusters Score -6382339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 113900 members 
Entering Unmasked Estep 
Score: -6382339.000000 Penalty: 1068.444092
	Iteration 89F: 3 clusters Score -6382339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100771 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 59770 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 57404 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 91472 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85846 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 66244 members 
Mstep: Class 29 contains 25255 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 12148 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 140594 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 95804 members 
Mstep: Class 40 contains 113900 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95262 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7968 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12096 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176801 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 79749 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 76156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 747 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 2910 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14450 members 
Mstep: Class 65 contains 105893 members 
Mstep: Class 66 contains 16614 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4878 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Entering Unmasked Estep 
Score: -90685080.000000 Penalty: 48132.957031
Splitting cluster 24 changes total score from -90684080.000000 to -90685080.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (19077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Entering Unmasked Estep 
Score: -900014.562500 Penalty: 448.458832
	Iteration 0F: 2 clusters Score -900014.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -887378.625000 Penalty: 896.917664
	Iteration 0F: 3 clusters Score -887378.6 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -892585.687500 Penalty: 896.917664
	Iteration 1F: 3 clusters Score -892585.7 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -893058.625000 Penalty: 896.917664
	Iteration 2F: 3 clusters Score -893058.6 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -893726.437500 Penalty: 896.917664
	Iteration 3F: 3 clusters Score -893726.4 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -894559.625000 Penalty: 896.917664
	Iteration 4F: 3 clusters Score -894559.6 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -895582.500000 Penalty: 896.917664
	Iteration 5F: 3 clusters Score -895582.5 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -896636.250000 Penalty: 896.917664
	Iteration 6F: 3 clusters Score -896636.2 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -897607.625000 Penalty: 896.917664
	Iteration 7F: 3 clusters Score -897607.6 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -898322.875000 Penalty: 896.917664
	Iteration 8Q: 3 clusters Score -898322.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -898771.250000 Penalty: 896.917664
	Iteration 9Q: 3 clusters Score -898771.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -899087.625000 Penalty: 896.917664
	Iteration 10Q: 3 clusters Score -899087.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -899312.187500 Penalty: 896.917664
	Iteration 11Q: 3 clusters Score -899312.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -899476.437500 Penalty: 896.917664
	Iteration 12Q: 3 clusters Score -899476.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -899590.125000 Penalty: 896.917664
	Iteration 13Q: 3 clusters Score -899590.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -899642.687500 Penalty: 896.917664
	Iteration 14Q: 3 clusters Score -899642.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -899687.000000 Penalty: 896.917664
	Iteration 15Q: 3 clusters Score -899687 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -899720.812500 Penalty: 896.917664
	Iteration 16Q: 3 clusters Score -899720.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -899740.062500 Penalty: 896.917664
	Iteration 17Q: 3 clusters Score -899740.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -899753.937500 Penalty: 896.917664
	Iteration 18Q: 3 clusters Score -899753.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -899760.312500 Penalty: 896.917664
	Iteration 19Q: 3 clusters Score -899760.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -899765.937500 Penalty: 896.917664
	Iteration 20F: 3 clusters Score -899765.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -899771.375000 Penalty: 896.917664
	Iteration 21Q: 3 clusters Score -899771.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -899775.750000 Penalty: 896.917664
	Iteration 22Q: 3 clusters Score -899775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -899779.250000 Penalty: 896.917664
	Iteration 23Q: 3 clusters Score -899779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -899781.312500 Penalty: 896.917664
	Iteration 24Q: 3 clusters Score -899781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -899781.687500 Penalty: 896.917664
	Iteration 25Q: 3 clusters Score -899781.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -899782.250000 Penalty: 896.917664
	Iteration 26Q: 3 clusters Score -899782.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -899783.000000 Penalty: 896.917664
	Iteration 27Q: 3 clusters Score -899783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -899783.375000 Penalty: 896.917664
	Iteration 28Q: 3 clusters Score -899783.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -899783.750000 Penalty: 896.917664
	Iteration 29Q: 3 clusters Score -899783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -899785.500000 Penalty: 896.917664
	Iteration 30Q: 3 clusters Score -899785.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -899786.625000 Penalty: 896.917664
	Iteration 31Q: 3 clusters Score -899786.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -899789.000000 Penalty: 896.917664
	Iteration 32Q: 3 clusters Score -899789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -899791.625000 Penalty: 896.917664
	Iteration 33Q: 3 clusters Score -899791.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -899791.937500 Penalty: 896.917664
	Iteration 34Q: 3 clusters Score -899791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -899791.000000 Penalty: 896.917664
	Iteration 35Q: 3 clusters Score -899791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -899791.000000 Penalty: 896.917664
	Iteration 36F: 3 clusters Score -899791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Entering Unmasked Estep 
Score: -344729.812500 Penalty: 404.035004
	Iteration 0F: 2 clusters Score -344729.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -339833.312500 Penalty: 808.070007
	Iteration 0F: 3 clusters Score -339833.3 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -341765.843750 Penalty: 808.070007
	Iteration 1F: 3 clusters Score -341765.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -341900.406250 Penalty: 808.070007
	Iteration 2Q: 3 clusters Score -341900.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -342031.593750 Penalty: 808.070007
	Iteration 3Q: 3 clusters Score -342031.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -342157.250000 Penalty: 808.070007
	Iteration 4Q: 3 clusters Score -342157.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -342303.718750 Penalty: 808.070007
	Iteration 5Q: 3 clusters Score -342303.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -342487.812500 Penalty: 808.070007
	Iteration 6Q: 3 clusters Score -342487.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -342666.718750 Penalty: 808.070007
	Iteration 7Q: 3 clusters Score -342666.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -342843.781250 Penalty: 808.070007
	Iteration 8Q: 3 clusters Score -342843.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -342971.500000 Penalty: 808.070007
	Iteration 9Q: 3 clusters Score -342971.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -343054.750000 Penalty: 808.070007
	Iteration 10Q: 3 clusters Score -343054.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -343112.468750 Penalty: 808.070007
	Iteration 11Q: 3 clusters Score -343112.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -343155.968750 Penalty: 808.070007
	Iteration 12Q: 3 clusters Score -343156 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -343193.062500 Penalty: 808.070007
	Iteration 13Q: 3 clusters Score -343193.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -343230.250000 Penalty: 808.070007
	Iteration 14Q: 3 clusters Score -343230.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -343261.531250 Penalty: 808.070007
	Iteration 15Q: 3 clusters Score -343261.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -343285.500000 Penalty: 808.070007
	Iteration 16Q: 3 clusters Score -343285.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -343315.156250 Penalty: 808.070007
	Iteration 17Q: 3 clusters Score -343315.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -343345.906250 Penalty: 808.070007
	Iteration 18Q: 3 clusters Score -343345.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -343378.468750 Penalty: 808.070007
	Iteration 19Q: 3 clusters Score -343378.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -343414.593750 Penalty: 808.070007
	Iteration 20F: 3 clusters Score -343414.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -343455.687500 Penalty: 808.070007
	Iteration 21Q: 3 clusters Score -343455.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -343496.875000 Penalty: 808.070007
	Iteration 22Q: 3 clusters Score -343496.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -343528.156250 Penalty: 808.070007
	Iteration 23Q: 3 clusters Score -343528.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -343561.562500 Penalty: 808.070007
	Iteration 24Q: 3 clusters Score -343561.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -343598.968750 Penalty: 808.070007
	Iteration 25Q: 3 clusters Score -343599 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -343629.937500 Penalty: 808.070007
	Iteration 26Q: 3 clusters Score -343629.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -343674.500000 Penalty: 808.070007
	Iteration 27Q: 3 clusters Score -343674.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -343723.281250 Penalty: 808.070007
	Iteration 28Q: 3 clusters Score -343723.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -343767.656250 Penalty: 808.070007
	Iteration 29Q: 3 clusters Score -343767.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -343804.312500 Penalty: 808.070007
	Iteration 30Q: 3 clusters Score -343804.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -343837.718750 Penalty: 808.070007
	Iteration 31Q: 3 clusters Score -343837.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -343872.843750 Penalty: 808.070007
	Iteration 32Q: 3 clusters Score -343872.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -343905.812500 Penalty: 808.070007
	Iteration 33Q: 3 clusters Score -343905.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -343930.000000 Penalty: 808.070007
	Iteration 34Q: 3 clusters Score -343930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -343952.781250 Penalty: 808.070007
	Iteration 35Q: 3 clusters Score -343952.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -343974.500000 Penalty: 808.070007
	Iteration 36Q: 3 clusters Score -343974.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -343998.968750 Penalty: 808.070007
	Iteration 37Q: 3 clusters Score -343999 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -344031.250000 Penalty: 808.070007
	Iteration 38Q: 3 clusters Score -344031.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -344064.343750 Penalty: 808.070007
	Iteration 39Q: 3 clusters Score -344064.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -344094.343750 Penalty: 808.070007
	Iteration 40F: 3 clusters Score -344094.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -344121.093750 Penalty: 808.070007
	Iteration 41Q: 3 clusters Score -344121.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -344140.343750 Penalty: 808.070007
	Iteration 42Q: 3 clusters Score -344140.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -344158.375000 Penalty: 808.070007
	Iteration 43Q: 3 clusters Score -344158.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -344173.531250 Penalty: 808.070007
	Iteration 44Q: 3 clusters Score -344173.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -344194.312500 Penalty: 808.070007
	Iteration 45Q: 3 clusters Score -344194.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -344211.031250 Penalty: 808.070007
	Iteration 46Q: 3 clusters Score -344211 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -344225.156250 Penalty: 808.070007
	Iteration 47Q: 3 clusters Score -344225.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -344238.000000 Penalty: 808.070007
	Iteration 48Q: 3 clusters Score -344238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -344249.062500 Penalty: 808.070007
	Iteration 49Q: 3 clusters Score -344249.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -344254.812500 Penalty: 808.070007
	Iteration 50Q: 3 clusters Score -344254.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -344264.312500 Penalty: 808.070007
	Iteration 51Q: 3 clusters Score -344264.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -344274.031250 Penalty: 808.070007
	Iteration 52Q: 3 clusters Score -344274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -344283.125000 Penalty: 808.070007
	Iteration 53Q: 3 clusters Score -344283.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -344288.156250 Penalty: 808.070007
	Iteration 54Q: 3 clusters Score -344288.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -344296.375000 Penalty: 808.070007
	Iteration 55Q: 3 clusters Score -344296.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -344304.593750 Penalty: 808.070007
	Iteration 56Q: 3 clusters Score -344304.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -344306.187500 Penalty: 808.070007
	Iteration 57Q: 3 clusters Score -344306.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -344309.343750 Penalty: 808.070007
	Iteration 58Q: 3 clusters Score -344309.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -344312.718750 Penalty: 808.070007
	Iteration 59Q: 3 clusters Score -344312.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -344317.281250 Penalty: 808.070007
	Iteration 60F: 3 clusters Score -344317.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -344322.343750 Penalty: 808.070007
	Iteration 61Q: 3 clusters Score -344322.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -344328.343750 Penalty: 808.070007
	Iteration 62Q: 3 clusters Score -344328.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -344336.125000 Penalty: 808.070007
	Iteration 63Q: 3 clusters Score -344336.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -344345.656250 Penalty: 808.070007
	Iteration 64Q: 3 clusters Score -344345.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -344354.062500 Penalty: 808.070007
	Iteration 65Q: 3 clusters Score -344354.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -344358.218750 Penalty: 808.070007
	Iteration 66Q: 3 clusters Score -344358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -344360.062500 Penalty: 808.070007
	Iteration 67Q: 3 clusters Score -344360.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -344362.437500 Penalty: 808.070007
	Iteration 68Q: 3 clusters Score -344362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -344364.500000 Penalty: 808.070007
	Iteration 69Q: 3 clusters Score -344364.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -344367.500000 Penalty: 808.070007
	Iteration 70Q: 3 clusters Score -344367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -344368.562500 Penalty: 808.070007
	Iteration 71Q: 3 clusters Score -344368.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -344369.031250 Penalty: 808.070007
	Iteration 72Q: 3 clusters Score -344369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -344369.031250 Penalty: 808.070007
	Iteration 73Q: 3 clusters Score -344369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -344369.062500 Penalty: 808.070007
	Iteration 74Q: 3 clusters Score -344369.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -344369.406250 Penalty: 808.070007
	Iteration 75Q: 3 clusters Score -344369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -344369.718750 Penalty: 808.070007
	Iteration 76Q: 3 clusters Score -344369.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -344369.718750 Penalty: 808.070007
	Iteration 77F: 3 clusters Score -344369.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Entering Unmasked Estep 
Score: -363088.968750 Penalty: 404.476044
	Iteration 0F: 2 clusters Score -363089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -358273.562500 Penalty: 808.952087
	Iteration 0F: 3 clusters Score -358273.6 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -360143.937500 Penalty: 808.952087
	Iteration 1F: 3 clusters Score -360143.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -360398.437500 Penalty: 808.952087
	Iteration 2F: 3 clusters Score -360398.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -360718.343750 Penalty: 808.952087
	Iteration 3F: 3 clusters Score -360718.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -361087.218750 Penalty: 808.952087
	Iteration 4F: 3 clusters Score -361087.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -361427.718750 Penalty: 808.952087
	Iteration 5F: 3 clusters Score -361427.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -361748.593750 Penalty: 808.952087
	Iteration 6F: 3 clusters Score -361748.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -362072.375000 Penalty: 808.952087
	Iteration 7Q: 3 clusters Score -362072.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -362358.406250 Penalty: 808.952087
	Iteration 8Q: 3 clusters Score -362358.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -362501.718750 Penalty: 808.952087
	Iteration 9Q: 3 clusters Score -362501.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -362616.500000 Penalty: 808.952087
	Iteration 10Q: 3 clusters Score -362616.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -362690.125000 Penalty: 808.952087
	Iteration 11Q: 3 clusters Score -362690.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -362732.187500 Penalty: 808.952087
	Iteration 12Q: 3 clusters Score -362732.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -362762.687500 Penalty: 808.952087
	Iteration 13Q: 3 clusters Score -362762.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -362784.406250 Penalty: 808.952087
	Iteration 14Q: 3 clusters Score -362784.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -362801.218750 Penalty: 808.952087
	Iteration 15Q: 3 clusters Score -362801.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -362814.437500 Penalty: 808.952087
	Iteration 16Q: 3 clusters Score -362814.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -362827.718750 Penalty: 808.952087
	Iteration 17Q: 3 clusters Score -362827.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -362845.250000 Penalty: 808.952087
	Iteration 18Q: 3 clusters Score -362845.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -362862.500000 Penalty: 808.952087
	Iteration 19Q: 3 clusters Score -362862.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -362879.000000 Penalty: 808.952087
	Iteration 20F: 3 clusters Score -362879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -362898.656250 Penalty: 808.952087
	Iteration 21Q: 3 clusters Score -362898.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -362921.656250 Penalty: 808.952087
	Iteration 22Q: 3 clusters Score -362921.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -362939.718750 Penalty: 808.952087
	Iteration 23Q: 3 clusters Score -362939.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -362983.062500 Penalty: 808.952087
	Iteration 24Q: 3 clusters Score -362983.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -363022.875000 Penalty: 808.952087
	Iteration 25Q: 3 clusters Score -363022.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -363049.875000 Penalty: 808.952087
	Iteration 26Q: 3 clusters Score -363049.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -363067.312500 Penalty: 808.952087
	Iteration 27Q: 3 clusters Score -363067.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -363085.593750 Penalty: 808.952087
	Iteration 28Q: 3 clusters Score -363085.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -363105.968750 Penalty: 808.952087
	Iteration 29Q: 3 clusters Score -363106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -363118.968750 Penalty: 808.952087
	Iteration 30Q: 3 clusters Score -363119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -363128.343750 Penalty: 808.952087
	Iteration 31Q: 3 clusters Score -363128.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -363134.250000 Penalty: 808.952087
	Iteration 32Q: 3 clusters Score -363134.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -363138.781250 Penalty: 808.952087
	Iteration 33Q: 3 clusters Score -363138.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -363142.750000 Penalty: 808.952087
	Iteration 34Q: 3 clusters Score -363142.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -363144.625000 Penalty: 808.952087
	Iteration 35Q: 3 clusters Score -363144.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -363145.218750 Penalty: 808.952087
	Iteration 36Q: 3 clusters Score -363145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -363146.500000 Penalty: 808.952087
	Iteration 37Q: 3 clusters Score -363146.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -363147.000000 Penalty: 808.952087
	Iteration 38Q: 3 clusters Score -363147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -363147.031250 Penalty: 808.952087
	Iteration 39Q: 3 clusters Score -363147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -363147.187500 Penalty: 808.952087
	Iteration 40F: 3 clusters Score -363147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -363148.406250 Penalty: 808.952087
	Iteration 41Q: 3 clusters Score -363148.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -363148.406250 Penalty: 808.952087
	Iteration 42F: 3 clusters Score -363148.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100771 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 59770 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 57404 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 91472 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85846 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 406 members 
Mstep: Class 28 contains 66244 members 
Mstep: Class 29 contains 25255 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 12148 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 140594 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 95804 members 
Mstep: Class 40 contains 113900 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95262 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7968 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12096 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176801 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 79749 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 76156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 747 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 2910 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14450 members 
Mstep: Class 65 contains 105893 members 
Mstep: Class 66 contains 16614 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4878 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Mstep: Class 74 contains 6850 members 
Entering Unmasked Estep 
Score: -90684912.000000 Penalty: 48792.312500
Splitting cluster 27 changes total score from -90684080.000000 to -90684912.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 28 (66244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Entering Unmasked Estep 
Score: -3247507.750000 Penalty: 505.100037
	Iteration 0F: 2 clusters Score -3247508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -3202828.500000 Penalty: 1010.200073
	Iteration 0F: 3 clusters Score -3202828 nChanged 32168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3222048.500000 Penalty: 1010.200073
	Iteration 1F: 3 clusters Score -3222048 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -3222653.000000 Penalty: 1010.200073
	Iteration 2Q: 3 clusters Score -3222653 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -3223529.250000 Penalty: 1010.200073
	Iteration 3Q: 3 clusters Score -3223529 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -3224817.250000 Penalty: 1010.200073
	Iteration 4Q: 3 clusters Score -3224817 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3227143.250000 Penalty: 1010.200073
	Iteration 5F: 3 clusters Score -3227143 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -3231183.500000 Penalty: 1010.200073
	Iteration 6F: 3 clusters Score -3231184 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3236647.250000 Penalty: 1010.200073
	Iteration 7F: 3 clusters Score -3236647 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3241047.000000 Penalty: 1010.200073
	Iteration 8F: 3 clusters Score -3241047 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3243427.500000 Penalty: 1010.200073
	Iteration 9Q: 3 clusters Score -3243428 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3244979.500000 Penalty: 1010.200073
	Iteration 10Q: 3 clusters Score -3244980 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -3246019.250000 Penalty: 1010.200073
	Iteration 11Q: 3 clusters Score -3246019 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3246605.000000 Penalty: 1010.200073
	Iteration 12Q: 3 clusters Score -3246605 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3246914.500000 Penalty: 1010.200073
	Iteration 13Q: 3 clusters Score -3246914 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3247055.500000 Penalty: 1010.200073
	Iteration 14Q: 3 clusters Score -3247056 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3247115.000000 Penalty: 1010.200073
	Iteration 15Q: 3 clusters Score -3247115 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3247145.500000 Penalty: 1010.200073
	Iteration 16Q: 3 clusters Score -3247146 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3247177.250000 Penalty: 1010.200073
	Iteration 17Q: 3 clusters Score -3247177 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3247190.750000 Penalty: 1010.200073
	Iteration 18Q: 3 clusters Score -3247191 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3247193.500000 Penalty: 1010.200073
	Iteration 19Q: 3 clusters Score -3247194 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3247205.750000 Penalty: 1010.200073
	Iteration 20F: 3 clusters Score -3247206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3247207.000000 Penalty: 1010.200073
	Iteration 21Q: 3 clusters Score -3247207 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3247217.500000 Penalty: 1010.200073
	Iteration 22Q: 3 clusters Score -3247218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3247217.250000 Penalty: 1010.200073
	Iteration 23Q: 3 clusters Score -3247217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3247234.750000 Penalty: 1010.200073
	Iteration 24Q: 3 clusters Score -3247235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3247232.500000 Penalty: 1010.200073
	Iteration 25Q: 3 clusters Score -3247232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3247225.500000 Penalty: 1010.200073
	Iteration 26Q: 3 clusters Score -3247226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3247228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3247219 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -3247231.750000 Penalty: 1010.200073
	Iteration 29Q: 3 clusters Score -3247232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3247233.750000 Penalty: 1010.200073
	Iteration 30Q: 3 clusters Score -3247234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -3247229.000000 Penalty: 1010.200073
	Iteration 31Q: 3 clusters Score -3247229 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3247231.500000 Penalty: 1010.200073
	Iteration 32Q: 3 clusters Score -3247232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3247247.250000 Penalty: 1010.200073
	Iteration 33Q: 3 clusters Score -3247247 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3247250.000000 Penalty: 1010.200073
	Iteration 34Q: 3 clusters Score -3247250 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3247254.250000 Penalty: 1010.200073
	Iteration 35Q: 3 clusters Score -3247254 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3247256.250000 Penalty: 1010.200073
	Iteration 36Q: 3 clusters Score -3247256 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3247265.500000 Penalty: 1010.200073
	Iteration 37Q: 3 clusters Score -3247266 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3247270 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3247282.500000 Penalty: 1010.200073
	Iteration 39Q: 3 clusters Score -3247282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3247293.750000 Penalty: 1010.200073
	Iteration 40F: 3 clusters Score -3247294 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3247296 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3247307.500000 Penalty: 1010.200073
	Iteration 42Q: 3 clusters Score -3247308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3247310.750000 Penalty: 1010.200073
	Iteration 43Q: 3 clusters Score -3247311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3247315.750000 Penalty: 1010.200073
	Iteration 44Q: 3 clusters Score -3247316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3247327.000000 Penalty: 1010.200073
	Iteration 45Q: 3 clusters Score -3247327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -3247320.500000 Penalty: 1010.200073
	Iteration 46Q: 3 clusters Score -3247320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3247324.500000 Penalty: 1010.200073
	Iteration 47Q: 3 clusters Score -3247324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3247324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3247317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3247332.250000 Penalty: 1010.200073
	Iteration 50Q: 3 clusters Score -3247332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -3247327.750000 Penalty: 1010.200073
	Iteration 51Q: 3 clusters Score -3247328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3247332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3247328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3247330.000000 Penalty: 1010.200073
	Iteration 54Q: 3 clusters Score -3247330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3247322.750000 Penalty: 1010.200073
	Iteration 55Q: 3 clusters Score -3247323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3247325.500000 Penalty: 1010.200073
	Iteration 56Q: 3 clusters Score -3247326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3247324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3247323.750000 Penalty: 1010.200073
	Iteration 58Q: 3 clusters Score -3247324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3247325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3247322.500000 Penalty: 1010.200073
	Iteration 60F: 3 clusters Score -3247322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3247325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3247322 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40641 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3247323 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3247320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3247323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3247323 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3247320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3247317.750000 Penalty: 1010.200073
	Iteration 68Q: 3 clusters Score -3247318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3247321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3247322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3247324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3247330.000000 Penalty: 1010.200073
	Iteration 72Q: 3 clusters Score -3247330 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40810 members 
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	Iteration 73Q: 3 clusters Score -3247324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3247323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3247326.750000 Penalty: 1010.200073
	Iteration 75Q: 3 clusters Score -3247327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3247331.500000 Penalty: 1010.200073
	Iteration 76Q: 3 clusters Score -3247332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
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	Iteration 77Q: 3 clusters Score -3247331 nChanged 25
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Mstep: Class 1 contains 40926 members 
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	Iteration 78Q: 3 clusters Score -3247326 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40945 members 
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Entering Unmasked Estep 
Score: -3247328.250000 Penalty: 1010.200073
	Iteration 79Q: 3 clusters Score -3247328 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 25280 members 
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Score: -3247333.000000 Penalty: 1010.200073
	Iteration 80F: 3 clusters Score -3247333 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40987 members 
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Score: -3247338.000000 Penalty: 1010.200073
	Iteration 81Q: 3 clusters Score -3247338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
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	Iteration 82Q: 3 clusters Score -3247335 nChanged 41
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Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 25184 members 
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	Iteration 83Q: 3 clusters Score -3247334 nChanged 37
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Mstep: Class 1 contains 41097 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3247330 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41131 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3247335 nChanged 34
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Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 25079 members 
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	Iteration 86Q: 3 clusters Score -3247333 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3247330 nChanged 31
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Mstep: Class 1 contains 41230 members 
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	Iteration 88Q: 3 clusters Score -3247326 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3247327 nChanged 31
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Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3247331 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41312 members 
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	Iteration 91Q: 3 clusters Score -3247331 nChanged 22
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Mstep: Class 1 contains 41334 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3247334 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3247339 nChanged 27
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3247335 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3247342 nChanged 35
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	Iteration 96Q: 3 clusters Score -3247339 nChanged 34
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Mstep: Class 1 contains 41485 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3247341 nChanged 37
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	Iteration 98Q: 3 clusters Score -3247337 nChanged 40
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	Iteration 99Q: 3 clusters Score -3247335 nChanged 43
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Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3247339 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41647 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3247340 nChanged 33
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	Iteration 102Q: 3 clusters Score -3247347 nChanged 44
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	Iteration 103Q: 3 clusters Score -3247352 nChanged 51
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	Iteration 104Q: 3 clusters Score -3247350 nChanged 59
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	Iteration 105Q: 3 clusters Score -3247351 nChanged 62
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	Iteration 106Q: 3 clusters Score -3247357 nChanged 63
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	Iteration 107Q: 3 clusters Score -3247343 nChanged 61
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	Iteration 108Q: 3 clusters Score -3247338 nChanged 63
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3247351 nChanged 75
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	Iteration 110Q: 3 clusters Score -3247346 nChanged 67
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3247334 nChanged 53
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	Iteration 112Q: 3 clusters Score -3247334 nChanged 49
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	Iteration 113Q: 3 clusters Score -3247335 nChanged 61
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	Iteration 114Q: 3 clusters Score -3247336 nChanged 57
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	Iteration 115Q: 3 clusters Score -3247339 nChanged 62
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	Iteration 116Q: 3 clusters Score -3247332 nChanged 61
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3247328 nChanged 53
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3247325 nChanged 57
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	Iteration 119Q: 3 clusters Score -3247320 nChanged 54
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	Iteration 120F: 3 clusters Score -3247317 nChanged 51
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Mstep: Class 2 contains 23461 members 
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	Iteration 121Q: 3 clusters Score -3247316 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 23399 members 
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	Iteration 122Q: 3 clusters Score -3247317 nChanged 58
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Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3247320 nChanged 66
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Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 23275 members 
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	Iteration 124Q: 3 clusters Score -3247330 nChanged 85
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Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 23190 members 
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	Iteration 125Q: 3 clusters Score -3247332 nChanged 75
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Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 23115 members 
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	Iteration 126Q: 3 clusters Score -3247343 nChanged 66
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Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 23049 members 
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	Iteration 127Q: 3 clusters Score -3247343 nChanged 68
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Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 22981 members 
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	Iteration 128Q: 3 clusters Score -3247350 nChanged 59
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Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 22922 members 
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	Iteration 129Q: 3 clusters Score -3247353 nChanged 56
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Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3247353 nChanged 59
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Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3247351 nChanged 61
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Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 22746 members 
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	Iteration 132Q: 3 clusters Score -3247355 nChanged 62
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Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 22684 members 
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	Iteration 133Q: 3 clusters Score -3247367 nChanged 52
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Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 22632 members 
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	Iteration 134Q: 3 clusters Score -3247365 nChanged 59
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Mstep: Class 2 contains 22573 members 
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	Iteration 135Q: 3 clusters Score -3247356 nChanged 66
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Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 22507 members 
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	Iteration 136Q: 3 clusters Score -3247361 nChanged 60
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Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 22447 members 
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	Iteration 137Q: 3 clusters Score -3247366 nChanged 59
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Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 22388 members 
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	Iteration 138Q: 3 clusters Score -3247358 nChanged 44
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	Iteration 139Q: 3 clusters Score -3247356 nChanged 45
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Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 22299 members 
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	Iteration 140F: 3 clusters Score -3247357 nChanged 41
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Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 22258 members 
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	Iteration 141Q: 3 clusters Score -3247356 nChanged 35
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Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 22223 members 
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	Iteration 142Q: 3 clusters Score -3247354 nChanged 25
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	Iteration 143Q: 3 clusters Score -3247357 nChanged 28
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Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 22170 members 
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	Iteration 145Q: 3 clusters Score -3247358 nChanged 33
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Mstep: Class 2 contains 22075 members 
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Mstep: Class 2 contains 21997 members 
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	Iteration 149Q: 3 clusters Score -3247354 nChanged 38
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Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 21959 members 
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	Iteration 150Q: 3 clusters Score -3247359 nChanged 32
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Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 21927 members 
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Mstep: Class 2 contains 21901 members 
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	Iteration 152Q: 3 clusters Score -3247361 nChanged 39
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Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 21862 members 
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	Iteration 153Q: 3 clusters Score -3247357 nChanged 39
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	Iteration 154Q: 3 clusters Score -3247357 nChanged 36
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	Iteration 155Q: 3 clusters Score -3247350 nChanged 33
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	Iteration 156Q: 3 clusters Score -3247350 nChanged 33
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	Iteration 157Q: 3 clusters Score -3247341 nChanged 25
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	Iteration 158Q: 3 clusters Score -3247340 nChanged 32
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	Iteration 159Q: 3 clusters Score -3247341 nChanged 27
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	Iteration 160F: 3 clusters Score -3247340 nChanged 21
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Mstep: Class 1 contains 44628 members 
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	Iteration 162Q: 3 clusters Score -3247344 nChanged 20
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Mstep: Class 1 contains 44669 members 
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	Iteration 163Q: 3 clusters Score -3247348 nChanged 16
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	Iteration 164Q: 3 clusters Score -3247351 nChanged 20
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	Iteration 165Q: 3 clusters Score -3247355 nChanged 23
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	Iteration 166Q: 3 clusters Score -3247363 nChanged 18
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	Iteration 167Q: 3 clusters Score -3247366 nChanged 16
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	Iteration 168Q: 3 clusters Score -3247362 nChanged 15
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	Iteration 169Q: 3 clusters Score -3247362 nChanged 19
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	Iteration 170Q: 3 clusters Score -3247360 nChanged 23
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	Iteration 171Q: 3 clusters Score -3247363 nChanged 28
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	Iteration 172Q: 3 clusters Score -3247360 nChanged 20
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	Iteration 173Q: 3 clusters Score -3247363 nChanged 21
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	Iteration 174Q: 3 clusters Score -3247360 nChanged 22
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	Iteration 175Q: 3 clusters Score -3247366 nChanged 26
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	Iteration 176Q: 3 clusters Score -3247361 nChanged 38
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	Iteration 177Q: 3 clusters Score -3247366 nChanged 47
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	Iteration 178Q: 3 clusters Score -3247365 nChanged 54
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	Iteration 179Q: 3 clusters Score -3247368 nChanged 55
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	Iteration 180F: 3 clusters Score -3247369 nChanged 53
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	Iteration 181Q: 3 clusters Score -3247366 nChanged 57
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	Iteration 182Q: 3 clusters Score -3247372 nChanged 52
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	Iteration 183Q: 3 clusters Score -3247376 nChanged 61
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	Iteration 184Q: 3 clusters Score -3247374 nChanged 69
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	Iteration 185Q: 3 clusters Score -3247370 nChanged 60
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	Iteration 186Q: 3 clusters Score -3247375 nChanged 67
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	Iteration 187Q: 3 clusters Score -3247372 nChanged 54
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	Iteration 188Q: 3 clusters Score -3247365 nChanged 56
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	Iteration 189Q: 3 clusters Score -3247366 nChanged 50
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	Iteration 190Q: 3 clusters Score -3247369 nChanged 58
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	Iteration 191Q: 3 clusters Score -3247374 nChanged 57
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	Iteration 192Q: 3 clusters Score -3247381 nChanged 41
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	Iteration 193Q: 3 clusters Score -3247381 nChanged 34
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	Iteration 194Q: 3 clusters Score -3247370 nChanged 37
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	Iteration 199Q: 3 clusters Score -3247360 nChanged 22
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	Iteration 207Q: 3 clusters Score -3247362 nChanged 6
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	Iteration 213Q: 3 clusters Score -3247364 nChanged 15
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3247367.750000 Penalty: 1010.200073
	Iteration 215Q: 3 clusters Score -3247368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3247365.000000 Penalty: 1010.200073
	Iteration 216Q: 3 clusters Score -3247365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3247363.500000 Penalty: 1010.200073
	Iteration 217Q: 3 clusters Score -3247364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3247361.000000 Penalty: 1010.200073
	Iteration 218Q: 3 clusters Score -3247361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3247362.750000 Penalty: 1010.200073
	Iteration 219Q: 3 clusters Score -3247363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -3247371.000000 Penalty: 1010.200073
	Iteration 220F: 3 clusters Score -3247371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -3247370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -3247369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -3247366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3247364.250000 Penalty: 1010.200073
	Iteration 224Q: 3 clusters Score -3247364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3247367.000000 Penalty: 1010.200073
	Iteration 225Q: 3 clusters Score -3247367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -3247366.500000 Penalty: 1010.200073
	Iteration 226Q: 3 clusters Score -3247366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3247372.250000 Penalty: 1010.200073
	Iteration 227Q: 3 clusters Score -3247372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3247376.000000 Penalty: 1010.200073
	Iteration 228Q: 3 clusters Score -3247376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3247378.500000 Penalty: 1010.200073
	Iteration 229Q: 3 clusters Score -3247378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3247373.250000 Penalty: 1010.200073
	Iteration 230Q: 3 clusters Score -3247373 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -3247378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3247377.500000 Penalty: 1010.200073
	Iteration 232Q: 3 clusters Score -3247378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -3247387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3247391.750000 Penalty: 1010.200073
	Iteration 234Q: 3 clusters Score -3247392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3247395.500000 Penalty: 1010.200073
	Iteration 235Q: 3 clusters Score -3247396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -3247388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3247383.250000 Penalty: 1010.200073
	Iteration 237Q: 3 clusters Score -3247383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3247392.750000 Penalty: 1010.200073
	Iteration 238Q: 3 clusters Score -3247393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3247394.250000 Penalty: 1010.200073
	Iteration 239Q: 3 clusters Score -3247394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3247385.750000 Penalty: 1010.200073
	Iteration 240F: 3 clusters Score -3247386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -3247388.250000 Penalty: 1010.200073
	Iteration 241Q: 3 clusters Score -3247388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3247389.000000 Penalty: 1010.200073
	Iteration 242Q: 3 clusters Score -3247389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3247385.500000 Penalty: 1010.200073
	Iteration 243Q: 3 clusters Score -3247386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3247394.500000 Penalty: 1010.200073
	Iteration 244Q: 3 clusters Score -3247394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3247393.000000 Penalty: 1010.200073
	Iteration 245Q: 3 clusters Score -3247393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3247391.500000 Penalty: 1010.200073
	Iteration 246Q: 3 clusters Score -3247392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3247388.250000 Penalty: 1010.200073
	Iteration 247Q: 3 clusters Score -3247388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3247384.750000 Penalty: 1010.200073
	Iteration 248Q: 3 clusters Score -3247385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3247388.250000 Penalty: 1010.200073
	Iteration 249Q: 3 clusters Score -3247388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -3247386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3247389.500000 Penalty: 1010.200073
	Iteration 251Q: 3 clusters Score -3247390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3247387.000000 Penalty: 1010.200073
	Iteration 252Q: 3 clusters Score -3247387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3247390.500000 Penalty: 1010.200073
	Iteration 253Q: 3 clusters Score -3247390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3247390.500000 Penalty: 1010.200073
	Iteration 254Q: 3 clusters Score -3247390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3247387.500000 Penalty: 1010.200073
	Iteration 255Q: 3 clusters Score -3247388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3247388.750000 Penalty: 1010.200073
	Iteration 256Q: 3 clusters Score -3247389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3247386.750000 Penalty: 1010.200073
	Iteration 257Q: 3 clusters Score -3247387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3247389.000000 Penalty: 1010.200073
	Iteration 258Q: 3 clusters Score -3247389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3247395.000000 Penalty: 1010.200073
	Iteration 259Q: 3 clusters Score -3247395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3247395.250000 Penalty: 1010.200073
	Iteration 260F: 3 clusters Score -3247395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -3247391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3247393.000000 Penalty: 1010.200073
	Iteration 262Q: 3 clusters Score -3247393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3247398.500000 Penalty: 1010.200073
	Iteration 263Q: 3 clusters Score -3247398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3247391.000000 Penalty: 1010.200073
	Iteration 264Q: 3 clusters Score -3247391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3247390.000000 Penalty: 1010.200073
	Iteration 265Q: 3 clusters Score -3247390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3247383.500000 Penalty: 1010.200073
	Iteration 266Q: 3 clusters Score -3247384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3247387.500000 Penalty: 1010.200073
	Iteration 267Q: 3 clusters Score -3247388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3247386.500000 Penalty: 1010.200073
	Iteration 268Q: 3 clusters Score -3247386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3247386.000000 Penalty: 1010.200073
	Iteration 269Q: 3 clusters Score -3247386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3247384.500000 Penalty: 1010.200073
	Iteration 270Q: 3 clusters Score -3247384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3247385.500000 Penalty: 1010.200073
	Iteration 271Q: 3 clusters Score -3247386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3247382.750000 Penalty: 1010.200073
	Iteration 272Q: 3 clusters Score -3247383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -3247384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3247383.250000 Penalty: 1010.200073
	Iteration 274Q: 3 clusters Score -3247383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -3247387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -3247383.750000 Penalty: 1010.200073
	Iteration 276Q: 3 clusters Score -3247384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3247382.250000 Penalty: 1010.200073
	Iteration 277Q: 3 clusters Score -3247382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3247381.500000 Penalty: 1010.200073
	Iteration 278Q: 3 clusters Score -3247382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3247381.500000 Penalty: 1010.200073
	Iteration 279Q: 3 clusters Score -3247382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3247377.500000 Penalty: 1010.200073
	Iteration 280F: 3 clusters Score -3247378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3247377.500000 Penalty: 1010.200073
	Iteration 281Q: 3 clusters Score -3247378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -3247378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3247377.250000 Penalty: 1010.200073
	Iteration 283Q: 3 clusters Score -3247377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -3247376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -3247376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -3247379 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
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	Iteration 287F: 3 clusters Score -3247379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25255 members 
Entering Unmasked Estep 
Score: -1305227.500000 Penalty: 461.223480
	Iteration 0F: 2 clusters Score -1305228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1288372 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1295551 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1295927 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1296437 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1297189.625000 Penalty: 922.446960
	Iteration 4Q: 3 clusters Score -1297190 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1298338.375000 Penalty: 922.446960
	Iteration 5F: 3 clusters Score -1298338 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1299708.750000 Penalty: 922.446960
	Iteration 6F: 3 clusters Score -1299709 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1300859.250000 Penalty: 922.446960
	Iteration 7F: 3 clusters Score -1300859 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1301474.500000 Penalty: 922.446960
	Iteration 8Q: 3 clusters Score -1301474 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1301743.875000 Penalty: 922.446960
	Iteration 9Q: 3 clusters Score -1301744 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1301903.125000 Penalty: 922.446960
	Iteration 10Q: 3 clusters Score -1301903 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1302030.750000 Penalty: 922.446960
	Iteration 11Q: 3 clusters Score -1302031 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1302142.250000 Penalty: 922.446960
	Iteration 12Q: 3 clusters Score -1302142 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1302235.500000 Penalty: 922.446960
	Iteration 13Q: 3 clusters Score -1302236 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1302337.250000 Penalty: 922.446960
	Iteration 14Q: 3 clusters Score -1302337 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1302446.125000 Penalty: 922.446960
	Iteration 15Q: 3 clusters Score -1302446 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1302553.625000 Penalty: 922.446960
	Iteration 16Q: 3 clusters Score -1302554 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1302689.500000 Penalty: 922.446960
	Iteration 17Q: 3 clusters Score -1302690 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1302817.625000 Penalty: 922.446960
	Iteration 18Q: 3 clusters Score -1302818 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1302941.375000 Penalty: 922.446960
	Iteration 19Q: 3 clusters Score -1302941 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1303062.250000 Penalty: 922.446960
	Iteration 20F: 3 clusters Score -1303062 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1303170.875000 Penalty: 922.446960
	Iteration 21Q: 3 clusters Score -1303171 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1303269.750000 Penalty: 922.446960
	Iteration 22Q: 3 clusters Score -1303270 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1303365.750000 Penalty: 922.446960
	Iteration 23Q: 3 clusters Score -1303366 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1303449.000000 Penalty: 922.446960
	Iteration 24Q: 3 clusters Score -1303449 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1303524.750000 Penalty: 922.446960
	Iteration 25Q: 3 clusters Score -1303525 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1303584.000000 Penalty: 922.446960
	Iteration 26Q: 3 clusters Score -1303584 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1303630.375000 Penalty: 922.446960
	Iteration 27Q: 3 clusters Score -1303630 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1303678.250000 Penalty: 922.446960
	Iteration 28Q: 3 clusters Score -1303678 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1303729.375000 Penalty: 922.446960
	Iteration 29Q: 3 clusters Score -1303729 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1303780.375000 Penalty: 922.446960
	Iteration 30Q: 3 clusters Score -1303780 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1303835.250000 Penalty: 922.446960
	Iteration 31Q: 3 clusters Score -1303835 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1303881.250000 Penalty: 922.446960
	Iteration 32Q: 3 clusters Score -1303881 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1303920.750000 Penalty: 922.446960
	Iteration 33Q: 3 clusters Score -1303921 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1303969.500000 Penalty: 922.446960
	Iteration 34Q: 3 clusters Score -1303970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1304003.375000 Penalty: 922.446960
	Iteration 35Q: 3 clusters Score -1304003 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1304035.500000 Penalty: 922.446960
	Iteration 36Q: 3 clusters Score -1304036 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1304060.375000 Penalty: 922.446960
	Iteration 37Q: 3 clusters Score -1304060 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1304090.250000 Penalty: 922.446960
	Iteration 38Q: 3 clusters Score -1304090 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1304121.875000 Penalty: 922.446960
	Iteration 39Q: 3 clusters Score -1304122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1304162.750000 Penalty: 922.446960
	Iteration 40F: 3 clusters Score -1304163 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1304211.375000 Penalty: 922.446960
	Iteration 41Q: 3 clusters Score -1304211 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1304262.000000 Penalty: 922.446960
	Iteration 42Q: 3 clusters Score -1304262 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1304322.250000 Penalty: 922.446960
	Iteration 43Q: 3 clusters Score -1304322 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1304381.750000 Penalty: 922.446960
	Iteration 44Q: 3 clusters Score -1304382 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1304437.750000 Penalty: 922.446960
	Iteration 45Q: 3 clusters Score -1304438 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1304476.750000 Penalty: 922.446960
	Iteration 46Q: 3 clusters Score -1304477 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1304512.250000 Penalty: 922.446960
	Iteration 47Q: 3 clusters Score -1304512 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1304556.125000 Penalty: 922.446960
	Iteration 48Q: 3 clusters Score -1304556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1304588.500000 Penalty: 922.446960
	Iteration 49Q: 3 clusters Score -1304588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1304622.625000 Penalty: 922.446960
	Iteration 50Q: 3 clusters Score -1304623 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1304663.500000 Penalty: 922.446960
	Iteration 51Q: 3 clusters Score -1304664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1304697.000000 Penalty: 922.446960
	Iteration 52Q: 3 clusters Score -1304697 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1304725.375000 Penalty: 922.446960
	Iteration 53Q: 3 clusters Score -1304725 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1304744.375000 Penalty: 922.446960
	Iteration 54Q: 3 clusters Score -1304744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1304759.375000 Penalty: 922.446960
	Iteration 55Q: 3 clusters Score -1304759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1304769.250000 Penalty: 922.446960
	Iteration 56Q: 3 clusters Score -1304769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1304777.500000 Penalty: 922.446960
	Iteration 57Q: 3 clusters Score -1304778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1304792.375000 Penalty: 922.446960
	Iteration 58Q: 3 clusters Score -1304792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1304799.250000 Penalty: 922.446960
	Iteration 59Q: 3 clusters Score -1304799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1304805.250000 Penalty: 922.446960
	Iteration 60F: 3 clusters Score -1304805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1304808.625000 Penalty: 922.446960
	Iteration 61Q: 3 clusters Score -1304809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1304813.875000 Penalty: 922.446960
	Iteration 62Q: 3 clusters Score -1304814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1304813.875000 Penalty: 922.446960
	Iteration 63Q: 3 clusters Score -1304814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1304821.500000 Penalty: 922.446960
	Iteration 64Q: 3 clusters Score -1304822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1304826.875000 Penalty: 922.446960
	Iteration 65Q: 3 clusters Score -1304827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1304826.625000 Penalty: 922.446960
	Iteration 66Q: 3 clusters Score -1304827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1304830.375000 Penalty: 922.446960
	Iteration 67Q: 3 clusters Score -1304830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1304831.250000 Penalty: 922.446960
	Iteration 68Q: 3 clusters Score -1304831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1304833.625000 Penalty: 922.446960
	Iteration 69Q: 3 clusters Score -1304834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1304835.125000 Penalty: 922.446960
	Iteration 70Q: 3 clusters Score -1304835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1304837.125000 Penalty: 922.446960
	Iteration 71Q: 3 clusters Score -1304837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1304838.375000 Penalty: 922.446960
	Iteration 72Q: 3 clusters Score -1304838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1304840.250000 Penalty: 922.446960
	Iteration 73Q: 3 clusters Score -1304840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1304841.000000 Penalty: 922.446960
	Iteration 74Q: 3 clusters Score -1304841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1304843.125000 Penalty: 922.446960
	Iteration 75Q: 3 clusters Score -1304843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1304842.500000 Penalty: 922.446960
	Iteration 76Q: 3 clusters Score -1304842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1304841.500000 Penalty: 922.446960
	Iteration 77Q: 3 clusters Score -1304842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1304842.000000 Penalty: 922.446960
	Iteration 78Q: 3 clusters Score -1304842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1304842.750000 Penalty: 922.446960
	Iteration 79Q: 3 clusters Score -1304843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1304842.750000 Penalty: 922.446960
	Iteration 80F: 3 clusters Score -1304843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -15490.952148 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -15490.95 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 205 members 
Entering Unmasked Estep 
Score: -15090.851562 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -15090.85 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15294.204102 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -15294.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15342.977539 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -15342.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15370.260742 Penalty: 552.226746
	Iteration 3Q: 3 clusters Score -15370.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15389.060547 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -15389.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15394.541016 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -15394.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15395.569336 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -15395.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15395.569336 Penalty: 552.226746
	Iteration 7F: 3 clusters Score -15395.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -95334.875000 Penalty: 352.476349
	Iteration 0F: 2 clusters Score -95334.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -93668.960938 Penalty: 704.952698
	Iteration 0F: 3 clusters Score -93668.96 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -94321.625000 Penalty: 704.952698
	Iteration 1F: 3 clusters Score -94321.62 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -94453.976562 Penalty: 704.952698
	Iteration 2F: 3 clusters Score -94453.98 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -94578.046875 Penalty: 704.952698
	Iteration 3F: 3 clusters Score -94578.05 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -94702.523438 Penalty: 704.952698
	Iteration 4F: 3 clusters Score -94702.52 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -94787.976562 Penalty: 704.952698
	Iteration 5F: 3 clusters Score -94787.98 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -94868.156250 Penalty: 704.952698
	Iteration 6Q: 3 clusters Score -94868.16 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -94954.304688 Penalty: 704.952698
	Iteration 7Q: 3 clusters Score -94954.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -95044.046875 Penalty: 704.952698
	Iteration 8Q: 3 clusters Score -95044.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -95124.515625 Penalty: 704.952698
	Iteration 9Q: 3 clusters Score -95124.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -95175.671875 Penalty: 704.952698
	Iteration 10Q: 3 clusters Score -95175.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95201.414062 Penalty: 704.952698
	Iteration 11Q: 3 clusters Score -95201.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95217.656250 Penalty: 704.952698
	Iteration 12Q: 3 clusters Score -95217.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95227.617188 Penalty: 704.952698
	Iteration 13Q: 3 clusters Score -95227.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95239.398438 Penalty: 704.952698
	Iteration 14Q: 3 clusters Score -95239.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95249.585938 Penalty: 704.952698
	Iteration 15Q: 3 clusters Score -95249.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95254.726562 Penalty: 704.952698
	Iteration 16Q: 3 clusters Score -95254.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95258.296875 Penalty: 704.952698
	Iteration 17Q: 3 clusters Score -95258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95267.234375 Penalty: 704.952698
	Iteration 18Q: 3 clusters Score -95267.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95271.835938 Penalty: 704.952698
	Iteration 19Q: 3 clusters Score -95271.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95274.750000 Penalty: 704.952698
	Iteration 20F: 3 clusters Score -95274.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95276.132812 Penalty: 704.952698
	Iteration 21Q: 3 clusters Score -95276.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -95277.453125 Penalty: 704.952698
	Iteration 22Q: 3 clusters Score -95277.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95278.390625 Penalty: 704.952698
	Iteration 23Q: 3 clusters Score -95278.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -95278.859375 Penalty: 704.952698
	Iteration 24Q: 3 clusters Score -95278.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -95279.437500 Penalty: 704.952698
	Iteration 25Q: 3 clusters Score -95279.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -95280.148438 Penalty: 704.952698
	Iteration 26Q: 3 clusters Score -95280.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95280.921875 Penalty: 704.952698
	Iteration 27Q: 3 clusters Score -95280.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95281.203125 Penalty: 704.952698
	Iteration 28Q: 3 clusters Score -95281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95281.648438 Penalty: 704.952698
	Iteration 29Q: 3 clusters Score -95281.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95281.953125 Penalty: 704.952698
	Iteration 30Q: 3 clusters Score -95281.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95281.953125 Penalty: 704.952698
	Iteration 31F: 3 clusters Score -95281.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -87786.640625 Penalty: 340.996582
	Iteration 0F: 2 clusters Score -87786.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -86433.968750 Penalty: 681.993164
	Iteration 0F: 3 clusters Score -86433.97 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -86805.351562 Penalty: 681.993164
	Iteration 1F: 3 clusters Score -86805.35 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -86868.335938 Penalty: 681.993164
	Iteration 2F: 3 clusters Score -86868.34 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -86926.781250 Penalty: 681.993164
	Iteration 3F: 3 clusters Score -86926.78 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -86999.335938 Penalty: 681.993164
	Iteration 4F: 3 clusters Score -86999.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -87068.210938 Penalty: 681.993164
	Iteration 5Q: 3 clusters Score -87068.21 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -87130.015625 Penalty: 681.993164
	Iteration 6Q: 3 clusters Score -87130.02 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -87183.593750 Penalty: 681.993164
	Iteration 7Q: 3 clusters Score -87183.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -87248.429688 Penalty: 681.993164
	Iteration 8Q: 3 clusters Score -87248.43 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -87289.054688 Penalty: 681.993164
	Iteration 9Q: 3 clusters Score -87289.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -87314.890625 Penalty: 681.993164
	Iteration 10Q: 3 clusters Score -87314.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87342.195312 Penalty: 681.993164
	Iteration 11Q: 3 clusters Score -87342.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87366.460938 Penalty: 681.993164
	Iteration 12Q: 3 clusters Score -87366.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87382.375000 Penalty: 681.993164
	Iteration 13Q: 3 clusters Score -87382.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87392.796875 Penalty: 681.993164
	Iteration 14Q: 3 clusters Score -87392.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87402.570312 Penalty: 681.993164
	Iteration 15Q: 3 clusters Score -87402.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87408.804688 Penalty: 681.993164
	Iteration 16Q: 3 clusters Score -87408.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87414.812500 Penalty: 681.993164
	Iteration 17Q: 3 clusters Score -87414.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87419.757812 Penalty: 681.993164
	Iteration 18Q: 3 clusters Score -87419.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87423.265625 Penalty: 681.993164
	Iteration 19Q: 3 clusters Score -87423.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87427.023438 Penalty: 681.993164
	Iteration 20F: 3 clusters Score -87427.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -87430.343750 Penalty: 681.993164
	Iteration 21Q: 3 clusters Score -87430.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -87435.796875 Penalty: 681.993164
	Iteration 22Q: 3 clusters Score -87435.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -87444.414062 Penalty: 681.993164
	Iteration 23Q: 3 clusters Score -87444.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87454.898438 Penalty: 681.993164
	Iteration 24Q: 3 clusters Score -87454.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87463.734375 Penalty: 681.993164
	Iteration 25Q: 3 clusters Score -87463.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -87471.304688 Penalty: 681.993164
	Iteration 26Q: 3 clusters Score -87471.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -87477.046875 Penalty: 681.993164
	Iteration 27Q: 3 clusters Score -87477.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87481.398438 Penalty: 681.993164
	Iteration 28Q: 3 clusters Score -87481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -87484.992188 Penalty: 681.993164
	Iteration 29Q: 3 clusters Score -87484.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -87488.609375 Penalty: 681.993164
	Iteration 30Q: 3 clusters Score -87488.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -87491.273438 Penalty: 681.993164
	Iteration 31Q: 3 clusters Score -87491.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -87493.437500 Penalty: 681.993164
	Iteration 32Q: 3 clusters Score -87493.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -87494.570312 Penalty: 681.993164
	Iteration 33Q: 3 clusters Score -87494.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -87495.125000 Penalty: 681.993164
	Iteration 34Q: 3 clusters Score -87495.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -87495.125000 Penalty: 681.993164
	Iteration 35F: 3 clusters Score -87495.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Entering Unmasked Estep 
Score: -611966.812500 Penalty: 427.923828
	Iteration 0F: 2 clusters Score -611966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -603873.937500 Penalty: 855.847656
	Iteration 0F: 3 clusters Score -603873.9 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -607713.875000 Penalty: 855.847656
	Iteration 1F: 3 clusters Score -607713.9 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -608856.375000 Penalty: 855.847656
	Iteration 2F: 3 clusters Score -608856.4 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -610273.750000 Penalty: 855.847656
	Iteration 3F: 3 clusters Score -610273.8 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -611453.687500 Penalty: 855.847656
	Iteration 4F: 3 clusters Score -611453.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -612031.250000 Penalty: 855.847656
	Iteration 5F: 3 clusters Score -612031.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -612152.000000 Penalty: 855.847656
	Iteration 6Q: 3 clusters Score -612152 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -612182.062500 Penalty: 855.847656
	Iteration 7Q: 3 clusters Score -612182.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -612203.125000 Penalty: 855.847656
	Iteration 8Q: 3 clusters Score -612203.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -612215.187500 Penalty: 855.847656
	Iteration 9Q: 3 clusters Score -612215.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -612225.000000 Penalty: 855.847656
	Iteration 10Q: 3 clusters Score -612225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -612227.875000 Penalty: 855.847656
	Iteration 11Q: 3 clusters Score -612227.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -612229.875000 Penalty: 855.847656
	Iteration 12Q: 3 clusters Score -612229.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -612230.125000 Penalty: 855.847656
	Iteration 13Q: 3 clusters Score -612230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -612229.250000 Penalty: 855.847656
	Iteration 14Q: 3 clusters Score -612229.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -612230.062500 Penalty: 855.847656
	Iteration 15Q: 3 clusters Score -612230.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -612230.812500 Penalty: 855.847656
	Iteration 16Q: 3 clusters Score -612230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -612231.312500 Penalty: 855.847656
	Iteration 17Q: 3 clusters Score -612231.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -612232.250000 Penalty: 855.847656
	Iteration 18Q: 3 clusters Score -612232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -612232.687500 Penalty: 855.847656
	Iteration 19Q: 3 clusters Score -612232.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -612232.125000 Penalty: 855.847656
	Iteration 20F: 3 clusters Score -612232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -612233.187500 Penalty: 855.847656
	Iteration 21Q: 3 clusters Score -612233.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -612232.312500 Penalty: 855.847656
	Iteration 22Q: 3 clusters Score -612232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -612233.375000 Penalty: 855.847656
	Iteration 23Q: 3 clusters Score -612233.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -612235.000000 Penalty: 855.847656
	Iteration 24Q: 3 clusters Score -612235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -612236.687500 Penalty: 855.847656
	Iteration 25Q: 3 clusters Score -612236.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -612235.625000 Penalty: 855.847656
	Iteration 26Q: 3 clusters Score -612235.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -612236.000000 Penalty: 855.847656
	Iteration 27Q: 3 clusters Score -612236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -612236.437500 Penalty: 855.847656
	Iteration 28Q: 3 clusters Score -612236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -612236.437500 Penalty: 855.847656
	Iteration 29Q: 3 clusters Score -612236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -612237.000000 Penalty: 855.847656
	Iteration 30Q: 3 clusters Score -612237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -612236.437500 Penalty: 855.847656
	Iteration 31Q: 3 clusters Score -612236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -612236.437500 Penalty: 855.847656
	Iteration 32F: 3 clusters Score -612236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100771 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 59770 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 57404 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 91472 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85846 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 406 members 
Mstep: Class 28 contains 66244 members 
Mstep: Class 29 contains 25255 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 140594 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 95804 members 
Mstep: Class 40 contains 113900 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95262 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7968 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12096 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176801 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 79749 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 76156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 747 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 2910 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14450 members 
Mstep: Class 65 contains 105893 members 
Mstep: Class 66 contains 16614 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4878 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Mstep: Class 74 contains 6850 members 
Mstep: Class 75 contains 9937 members 
Entering Unmasked Estep 
Score: -90684944.000000 Penalty: 49451.667969
Splitting cluster 33 changes total score from -90684080.000000 to -90684944.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 34 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -87523.828125 Penalty: 338.899170
	Iteration 0F: 2 clusters Score -87523.83 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 842 members 
Entering Unmasked Estep 
Score: -86283.429688 Penalty: 677.798340
	Iteration 0F: 3 clusters Score -86283.43 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -86678.476562 Penalty: 677.798340
	Iteration 1F: 3 clusters Score -86678.48 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -86768.835938 Penalty: 677.798340
	Iteration 2F: 3 clusters Score -86768.84 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -86859.968750 Penalty: 677.798340
	Iteration 3F: 3 clusters Score -86859.97 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -86917.710938 Penalty: 677.798340
	Iteration 4F: 3 clusters Score -86917.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -86957.992188 Penalty: 677.798340
	Iteration 5Q: 3 clusters Score -86957.99 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -86988.742188 Penalty: 677.798340
	Iteration 6Q: 3 clusters Score -86988.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -87012.828125 Penalty: 677.798340
	Iteration 7Q: 3 clusters Score -87012.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -87030.679688 Penalty: 677.798340
	Iteration 8Q: 3 clusters Score -87030.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -87051.906250 Penalty: 677.798340
	Iteration 9Q: 3 clusters Score -87051.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -87071.875000 Penalty: 677.798340
	Iteration 10Q: 3 clusters Score -87071.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -87084.609375 Penalty: 677.798340
	Iteration 11Q: 3 clusters Score -87084.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -87091.835938 Penalty: 677.798340
	Iteration 12Q: 3 clusters Score -87091.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -87096.382812 Penalty: 677.798340
	Iteration 13Q: 3 clusters Score -87096.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -87102.031250 Penalty: 677.798340
	Iteration 14Q: 3 clusters Score -87102.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -87106.414062 Penalty: 677.798340
	Iteration 15Q: 3 clusters Score -87106.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -87110.195312 Penalty: 677.798340
	Iteration 16Q: 3 clusters Score -87110.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -87111.945312 Penalty: 677.798340
	Iteration 17Q: 3 clusters Score -87111.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -87114.117188 Penalty: 677.798340
	Iteration 18Q: 3 clusters Score -87114.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -87115.062500 Penalty: 677.798340
	Iteration 19Q: 3 clusters Score -87115.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -87117.906250 Penalty: 677.798340
	Iteration 20F: 3 clusters Score -87117.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -87126.125000 Penalty: 677.798340
	Iteration 21Q: 3 clusters Score -87126.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -87152.679688 Penalty: 677.798340
	Iteration 22Q: 3 clusters Score -87152.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -87185.843750 Penalty: 677.798340
	Iteration 23Q: 3 clusters Score -87185.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -87207.601562 Penalty: 677.798340
	Iteration 24Q: 3 clusters Score -87207.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -87217.656250 Penalty: 677.798340
	Iteration 25Q: 3 clusters Score -87217.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -87224.367188 Penalty: 677.798340
	Iteration 26Q: 3 clusters Score -87224.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -87231.281250 Penalty: 677.798340
	Iteration 27Q: 3 clusters Score -87231.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -87234.210938 Penalty: 677.798340
	Iteration 28Q: 3 clusters Score -87234.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -87235.625000 Penalty: 677.798340
	Iteration 29Q: 3 clusters Score -87235.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -87236.656250 Penalty: 677.798340
	Iteration 30Q: 3 clusters Score -87236.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -87237.312500 Penalty: 677.798340
	Iteration 31Q: 3 clusters Score -87237.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -87238.062500 Penalty: 677.798340
	Iteration 32Q: 3 clusters Score -87238.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -87238.875000 Penalty: 677.798340
	Iteration 33Q: 3 clusters Score -87238.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -87240.679688 Penalty: 677.798340
	Iteration 34Q: 3 clusters Score -87240.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -87242.132812 Penalty: 677.798340
	Iteration 35Q: 3 clusters Score -87242.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -87243.093750 Penalty: 677.798340
	Iteration 36Q: 3 clusters Score -87243.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -87244.898438 Penalty: 677.798340
	Iteration 37Q: 3 clusters Score -87244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -87249.578125 Penalty: 677.798340
	Iteration 38Q: 3 clusters Score -87249.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -87253.171875 Penalty: 677.798340
	Iteration 39Q: 3 clusters Score -87253.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -87258.984375 Penalty: 677.798340
	Iteration 40F: 3 clusters Score -87258.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -87263.390625 Penalty: 677.798340
	Iteration 41Q: 3 clusters Score -87263.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -87268.039062 Penalty: 677.798340
	Iteration 42Q: 3 clusters Score -87268.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -87274.187500 Penalty: 677.798340
	Iteration 43Q: 3 clusters Score -87274.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -87289.296875 Penalty: 677.798340
	Iteration 44Q: 3 clusters Score -87289.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -87301.296875 Penalty: 677.798340
	Iteration 45Q: 3 clusters Score -87301.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -87307.945312 Penalty: 677.798340
	Iteration 46Q: 3 clusters Score -87307.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -87311.187500 Penalty: 677.798340
	Iteration 47Q: 3 clusters Score -87311.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -87314.515625 Penalty: 677.798340
	Iteration 48Q: 3 clusters Score -87314.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -87319.250000 Penalty: 677.798340
	Iteration 49Q: 3 clusters Score -87319.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -87327.859375 Penalty: 677.798340
	Iteration 50Q: 3 clusters Score -87327.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -87336.812500 Penalty: 677.798340
	Iteration 51Q: 3 clusters Score -87336.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -87346.515625 Penalty: 677.798340
	Iteration 52Q: 3 clusters Score -87346.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -87350.273438 Penalty: 677.798340
	Iteration 53Q: 3 clusters Score -87350.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87351.703125 Penalty: 677.798340
	Iteration 54Q: 3 clusters Score -87351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -87352.328125 Penalty: 677.798340
	Iteration 55Q: 3 clusters Score -87352.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -87353.234375 Penalty: 677.798340
	Iteration 56Q: 3 clusters Score -87353.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87354.625000 Penalty: 677.798340
	Iteration 57Q: 3 clusters Score -87354.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -87356.804688 Penalty: 677.798340
	Iteration 58Q: 3 clusters Score -87356.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -87359.023438 Penalty: 677.798340
	Iteration 59Q: 3 clusters Score -87359.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -87360.421875 Penalty: 677.798340
	Iteration 60F: 3 clusters Score -87360.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -87360.789062 Penalty: 677.798340
	Iteration 61Q: 3 clusters Score -87360.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -87360.953125 Penalty: 677.798340
	Iteration 62Q: 3 clusters Score -87360.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -87361.320312 Penalty: 677.798340
	Iteration 63Q: 3 clusters Score -87361.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -87363.421875 Penalty: 677.798340
	Iteration 64Q: 3 clusters Score -87363.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -87364.976562 Penalty: 677.798340
	Iteration 65Q: 3 clusters Score -87364.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -87366.703125 Penalty: 677.798340
	Iteration 66Q: 3 clusters Score -87366.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -87367.734375 Penalty: 677.798340
	Iteration 67Q: 3 clusters Score -87367.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -87368.460938 Penalty: 677.798340
	Iteration 68Q: 3 clusters Score -87368.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -87370.484375 Penalty: 677.798340
	Iteration 69Q: 3 clusters Score -87370.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -87373.835938 Penalty: 677.798340
	Iteration 70Q: 3 clusters Score -87373.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -87375.023438 Penalty: 677.798340
	Iteration 71Q: 3 clusters Score -87375.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -87375.031250 Penalty: 677.798340
	Iteration 72Q: 3 clusters Score -87375.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -87375.031250 Penalty: 677.798340
	Iteration 73F: 3 clusters Score -87375.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Entering Unmasked Estep 
Score: -182676.062500 Penalty: 377.719208
	Iteration 0F: 2 clusters Score -182676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -179955.781250 Penalty: 755.438416
	Iteration 0F: 3 clusters Score -179955.8 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -180917.812500 Penalty: 755.438416
	Iteration 1F: 3 clusters Score -180917.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -181001.500000 Penalty: 755.438416
	Iteration 2F: 3 clusters Score -181001.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -181110.734375 Penalty: 755.438416
	Iteration 3F: 3 clusters Score -181110.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -181212.375000 Penalty: 755.438416
	Iteration 4F: 3 clusters Score -181212.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -181301.453125 Penalty: 755.438416
	Iteration 5Q: 3 clusters Score -181301.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -181400.875000 Penalty: 755.438416
	Iteration 6Q: 3 clusters Score -181400.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -181526.968750 Penalty: 755.438416
	Iteration 7Q: 3 clusters Score -181527 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -181649.062500 Penalty: 755.438416
	Iteration 8Q: 3 clusters Score -181649.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -181755.406250 Penalty: 755.438416
	Iteration 9Q: 3 clusters Score -181755.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -181818.750000 Penalty: 755.438416
	Iteration 10Q: 3 clusters Score -181818.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -181859.859375 Penalty: 755.438416
	Iteration 11Q: 3 clusters Score -181859.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -181896.187500 Penalty: 755.438416
	Iteration 12Q: 3 clusters Score -181896.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -181936.593750 Penalty: 755.438416
	Iteration 13Q: 3 clusters Score -181936.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181976.281250 Penalty: 755.438416
	Iteration 14Q: 3 clusters Score -181976.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -182017.218750 Penalty: 755.438416
	Iteration 15Q: 3 clusters Score -182017.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -182059.750000 Penalty: 755.438416
	Iteration 16Q: 3 clusters Score -182059.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -182090.296875 Penalty: 755.438416
	Iteration 17Q: 3 clusters Score -182090.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -182120.734375 Penalty: 755.438416
	Iteration 18Q: 3 clusters Score -182120.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -182140.328125 Penalty: 755.438416
	Iteration 19Q: 3 clusters Score -182140.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -182157.937500 Penalty: 755.438416
	Iteration 20F: 3 clusters Score -182157.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -182181.031250 Penalty: 755.438416
	Iteration 21Q: 3 clusters Score -182181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -182203.859375 Penalty: 755.438416
	Iteration 22Q: 3 clusters Score -182203.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -182230.296875 Penalty: 755.438416
	Iteration 23Q: 3 clusters Score -182230.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -182259.375000 Penalty: 755.438416
	Iteration 24Q: 3 clusters Score -182259.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -182283.343750 Penalty: 755.438416
	Iteration 25Q: 3 clusters Score -182283.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -182307.421875 Penalty: 755.438416
	Iteration 26Q: 3 clusters Score -182307.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -182316.781250 Penalty: 755.438416
	Iteration 27Q: 3 clusters Score -182316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -182320.843750 Penalty: 755.438416
	Iteration 28Q: 3 clusters Score -182320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -182323.484375 Penalty: 755.438416
	Iteration 29Q: 3 clusters Score -182323.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -182326.250000 Penalty: 755.438416
	Iteration 30Q: 3 clusters Score -182326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -182327.828125 Penalty: 755.438416
	Iteration 31Q: 3 clusters Score -182327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -182329.187500 Penalty: 755.438416
	Iteration 32Q: 3 clusters Score -182329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -182329.796875 Penalty: 755.438416
	Iteration 33Q: 3 clusters Score -182329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -182330.062500 Penalty: 755.438416
	Iteration 34Q: 3 clusters Score -182330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -182331.078125 Penalty: 755.438416
	Iteration 35Q: 3 clusters Score -182331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -182332.265625 Penalty: 755.438416
	Iteration 36Q: 3 clusters Score -182332.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -182332.265625 Penalty: 755.438416
	Iteration 37F: 3 clusters Score -182332.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -10689.226562 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -10689.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10267.314453 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -10267.31 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10394.987305 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -10394.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10450.705078 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -10450.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10498.438477 Penalty: 550.953979
	Iteration 3F: 3 clusters Score -10498.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10523.770508 Penalty: 550.953979
	Iteration 4F: 3 clusters Score -10523.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10539.840820 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -10539.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10551.949219 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -10551.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10556.026367 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -10556.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10559.835938 Penalty: 550.953979
	Iteration 8Q: 3 clusters Score -10559.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10560.491211 Penalty: 550.953979
	Iteration 9Q: 3 clusters Score -10560.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10561.356445 Penalty: 550.953979
	Iteration 10Q: 3 clusters Score -10561.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10561.356445 Penalty: 550.953979
	Iteration 11F: 3 clusters Score -10561.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (140594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140594 members 
Entering Unmasked Estep 
Score: -6981409.000000 Penalty: 539.340271
	Iteration 0F: 2 clusters Score -6981409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -6892675.000000 Penalty: 1078.680542
	Iteration 0F: 3 clusters Score -6892675 nChanged 68975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -6935355.000000 Penalty: 1078.680542
	Iteration 1F: 3 clusters Score -6935355 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -6938639.000000 Penalty: 1078.680542
	Iteration 2F: 3 clusters Score -6938639 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -6944741.500000 Penalty: 1078.680542
	Iteration 3F: 3 clusters Score -6944742 nChanged 12109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -6954496.000000 Penalty: 1078.680542
	Iteration 4F: 3 clusters Score -6954496 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120845 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -6964698.000000 Penalty: 1078.680542
	Iteration 5F: 3 clusters Score -6964698 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129361 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -6972117.000000 Penalty: 1078.680542
	Iteration 6F: 3 clusters Score -6972117 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134298 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -6976309.000000 Penalty: 1078.680542
	Iteration 7Q: 3 clusters Score -6976309 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136807 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -6978407.000000 Penalty: 1078.680542
	Iteration 8Q: 3 clusters Score -6978407 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138244 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6979472.000000 Penalty: 1078.680542
	Iteration 9Q: 3 clusters Score -6979472 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139062 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6980059.500000 Penalty: 1078.680542
	Iteration 10Q: 3 clusters Score -6980060 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139589 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6980397.000000 Penalty: 1078.680542
	Iteration 11Q: 3 clusters Score -6980397 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139892 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6980589.000000 Penalty: 1078.680542
	Iteration 12Q: 3 clusters Score -6980589 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140086 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6980703.500000 Penalty: 1078.680542
	Iteration 13Q: 3 clusters Score -6980704 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140217 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6980814.500000 Penalty: 1078.680542
	Iteration 14Q: 3 clusters Score -6980814 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140307 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6980877.000000 Penalty: 1078.680542
	Iteration 15Q: 3 clusters Score -6980877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140365 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6980907.500000 Penalty: 1078.680542
	Iteration 16Q: 3 clusters Score -6980908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140391 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6980921.000000 Penalty: 1078.680542
	Iteration 17Q: 3 clusters Score -6980921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140403 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6980925.500000 Penalty: 1078.680542
	Iteration 18Q: 3 clusters Score -6980926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140414 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6980930.500000 Penalty: 1078.680542
	Iteration 19Q: 3 clusters Score -6980930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140421 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6980933.000000 Penalty: 1078.680542
	Iteration 20F: 3 clusters Score -6980933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140429 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6980930.500000 Penalty: 1078.680542
	Iteration 21Q: 3 clusters Score -6980930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140432 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6980934.000000 Penalty: 1078.680542
	Iteration 22Q: 3 clusters Score -6980934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140438 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6980931.000000 Penalty: 1078.680542
	Iteration 23Q: 3 clusters Score -6980931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140444 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6980935.500000 Penalty: 1078.680542
	Iteration 24Q: 3 clusters Score -6980936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140447 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6980933.500000 Penalty: 1078.680542
	Iteration 25Q: 3 clusters Score -6980934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140449 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6980938.500000 Penalty: 1078.680542
	Iteration 26Q: 3 clusters Score -6980938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140453 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6980940.500000 Penalty: 1078.680542
	Iteration 27Q: 3 clusters Score -6980940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140459 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6980946.000000 Penalty: 1078.680542
	Iteration 28Q: 3 clusters Score -6980946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140460 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6980948.500000 Penalty: 1078.680542
	Iteration 29Q: 3 clusters Score -6980948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140461 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6980949.500000 Penalty: 1078.680542
	Iteration 30Q: 3 clusters Score -6980950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140463 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6980947.500000 Penalty: 1078.680542
	Iteration 31Q: 3 clusters Score -6980948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140464 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6980946.500000 Penalty: 1078.680542
	Iteration 32Q: 3 clusters Score -6980946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140464 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6980946.500000 Penalty: 1078.680542
	Iteration 33F: 3 clusters Score -6980946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -66892.648438 Penalty: 329.709747
	Iteration 0F: 2 clusters Score -66892.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -65809.289062 Penalty: 659.419495
	Iteration 0F: 3 clusters Score -65809.29 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -66173.835938 Penalty: 659.419495
	Iteration 1F: 3 clusters Score -66173.84 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -66247.656250 Penalty: 659.419495
	Iteration 2F: 3 clusters Score -66247.66 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -66299.906250 Penalty: 659.419495
	Iteration 3F: 3 clusters Score -66299.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -66348.742188 Penalty: 659.419495
	Iteration 4F: 3 clusters Score -66348.74 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -66399.367188 Penalty: 659.419495
	Iteration 5Q: 3 clusters Score -66399.37 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66472.296875 Penalty: 659.419495
	Iteration 6F: 3 clusters Score -66472.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66539.351562 Penalty: 659.419495
	Iteration 7F: 3 clusters Score -66539.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66585.617188 Penalty: 659.419495
	Iteration 8Q: 3 clusters Score -66585.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66614.625000 Penalty: 659.419495
	Iteration 9Q: 3 clusters Score -66614.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66626.812500 Penalty: 659.419495
	Iteration 10Q: 3 clusters Score -66626.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66638.296875 Penalty: 659.419495
	Iteration 11Q: 3 clusters Score -66638.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66649.046875 Penalty: 659.419495
	Iteration 12Q: 3 clusters Score -66649.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66650.539062 Penalty: 659.419495
	Iteration 13Q: 3 clusters Score -66650.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66655.656250 Penalty: 659.419495
	Iteration 14Q: 3 clusters Score -66655.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66658.500000 Penalty: 659.419495
	Iteration 15Q: 3 clusters Score -66658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66659.132812 Penalty: 659.419495
	Iteration 16Q: 3 clusters Score -66659.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66659.312500 Penalty: 659.419495
	Iteration 17Q: 3 clusters Score -66659.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66659.609375 Penalty: 659.419495
	Iteration 18Q: 3 clusters Score -66659.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66660.210938 Penalty: 659.419495
	Iteration 19Q: 3 clusters Score -66660.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66660.210938 Penalty: 659.419495
	Iteration 20F: 3 clusters Score -66660.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (95804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Entering Unmasked Estep 
Score: -4836439.500000 Penalty: 521.887695
	Iteration 0F: 2 clusters Score -4836440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -4771789.500000 Penalty: 1043.775391
	Iteration 0F: 3 clusters Score -4771790 nChanged 46897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -4801132.000000 Penalty: 1043.775391
	Iteration 1F: 3 clusters Score -4801132 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -4802779.000000 Penalty: 1043.775391
	Iteration 2Q: 3 clusters Score -4802779 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -4805458.500000 Penalty: 1043.775391
	Iteration 3F: 3 clusters Score -4805458 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -4809528.500000 Penalty: 1043.775391
	Iteration 4F: 3 clusters Score -4809528 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -4815421.000000 Penalty: 1043.775391
	Iteration 5F: 3 clusters Score -4815421 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -4821457.500000 Penalty: 1043.775391
	Iteration 6F: 3 clusters Score -4821458 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -4824927.000000 Penalty: 1043.775391
	Iteration 7F: 3 clusters Score -4824927 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -4826283.500000 Penalty: 1043.775391
	Iteration 8Q: 3 clusters Score -4826284 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -4827077.000000 Penalty: 1043.775391
	Iteration 9Q: 3 clusters Score -4827077 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -4827645.500000 Penalty: 1043.775391
	Iteration 10Q: 3 clusters Score -4827646 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -4828189.500000 Penalty: 1043.775391
	Iteration 11Q: 3 clusters Score -4828190 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -4828699.500000 Penalty: 1043.775391
	Iteration 12Q: 3 clusters Score -4828700 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -4829128.500000 Penalty: 1043.775391
	Iteration 13Q: 3 clusters Score -4829128 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -4829474.000000 Penalty: 1043.775391
	Iteration 14Q: 3 clusters Score -4829474 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -4829764.000000 Penalty: 1043.775391
	Iteration 15Q: 3 clusters Score -4829764 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -4829934.500000 Penalty: 1043.775391
	Iteration 16Q: 3 clusters Score -4829934 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -4830110.500000 Penalty: 1043.775391
	Iteration 17Q: 3 clusters Score -4830110 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -4830207.500000 Penalty: 1043.775391
	Iteration 18Q: 3 clusters Score -4830208 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -4830283.000000 Penalty: 1043.775391
	Iteration 19Q: 3 clusters Score -4830283 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -4830337.000000 Penalty: 1043.775391
	Iteration 20F: 3 clusters Score -4830337 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -4830378.000000 Penalty: 1043.775391
	Iteration 21Q: 3 clusters Score -4830378 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -4830430.000000 Penalty: 1043.775391
	Iteration 22Q: 3 clusters Score -4830430 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -4830431.000000 Penalty: 1043.775391
	Iteration 23Q: 3 clusters Score -4830431 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -4830455.000000 Penalty: 1043.775391
	Iteration 24Q: 3 clusters Score -4830455 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -4830464.000000 Penalty: 1043.775391
	Iteration 25Q: 3 clusters Score -4830464 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -4830452.500000 Penalty: 1043.775391
	Iteration 26Q: 3 clusters Score -4830452 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -4830468.500000 Penalty: 1043.775391
	Iteration 27Q: 3 clusters Score -4830468 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -4830462.000000 Penalty: 1043.775391
	Iteration 28Q: 3 clusters Score -4830462 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -4830482.000000 Penalty: 1043.775391
	Iteration 29Q: 3 clusters Score -4830482 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -4830481.000000 Penalty: 1043.775391
	Iteration 30Q: 3 clusters Score -4830481 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -4830482.500000 Penalty: 1043.775391
	Iteration 31Q: 3 clusters Score -4830482 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -4830497.000000 Penalty: 1043.775391
	Iteration 32Q: 3 clusters Score -4830497 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -4830491.000000 Penalty: 1043.775391
	Iteration 33Q: 3 clusters Score -4830491 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -4830506.500000 Penalty: 1043.775391
	Iteration 34Q: 3 clusters Score -4830506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -4830507.500000 Penalty: 1043.775391
	Iteration 35Q: 3 clusters Score -4830508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -4830517.500000 Penalty: 1043.775391
	Iteration 36Q: 3 clusters Score -4830518 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -4830521.500000 Penalty: 1043.775391
	Iteration 37Q: 3 clusters Score -4830522 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -4830522.500000 Penalty: 1043.775391
	Iteration 38Q: 3 clusters Score -4830522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -4830523.500000 Penalty: 1043.775391
	Iteration 39Q: 3 clusters Score -4830524 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -4830536.500000 Penalty: 1043.775391
	Iteration 40F: 3 clusters Score -4830536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -4830537.500000 Penalty: 1043.775391
	Iteration 41Q: 3 clusters Score -4830538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -4830538.000000 Penalty: 1043.775391
	Iteration 42Q: 3 clusters Score -4830538 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -4830546.500000 Penalty: 1043.775391
	Iteration 43Q: 3 clusters Score -4830546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -4830545.000000 Penalty: 1043.775391
	Iteration 44Q: 3 clusters Score -4830545 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -4830558.000000 Penalty: 1043.775391
	Iteration 45Q: 3 clusters Score -4830558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -4830576.500000 Penalty: 1043.775391
	Iteration 46Q: 3 clusters Score -4830576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -4830578.000000 Penalty: 1043.775391
	Iteration 47Q: 3 clusters Score -4830578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -4830576.500000 Penalty: 1043.775391
	Iteration 48Q: 3 clusters Score -4830576 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -4830594.000000 Penalty: 1043.775391
	Iteration 49Q: 3 clusters Score -4830594 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -4830604.000000 Penalty: 1043.775391
	Iteration 50Q: 3 clusters Score -4830604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -4830606.000000 Penalty: 1043.775391
	Iteration 51Q: 3 clusters Score -4830606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -4830616.000000 Penalty: 1043.775391
	Iteration 52Q: 3 clusters Score -4830616 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -4830613.500000 Penalty: 1043.775391
	Iteration 53Q: 3 clusters Score -4830614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -4830615.500000 Penalty: 1043.775391
	Iteration 54Q: 3 clusters Score -4830616 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -4830632.000000 Penalty: 1043.775391
	Iteration 55Q: 3 clusters Score -4830632 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -4830634.500000 Penalty: 1043.775391
	Iteration 56Q: 3 clusters Score -4830634 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -4830648.000000 Penalty: 1043.775391
	Iteration 57Q: 3 clusters Score -4830648 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -4830646.500000 Penalty: 1043.775391
	Iteration 58Q: 3 clusters Score -4830646 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -4830647.000000 Penalty: 1043.775391
	Iteration 59Q: 3 clusters Score -4830647 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -4830655.500000 Penalty: 1043.775391
	Iteration 60F: 3 clusters Score -4830656 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -4830665.000000 Penalty: 1043.775391
	Iteration 61Q: 3 clusters Score -4830665 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -4830681.500000 Penalty: 1043.775391
	Iteration 62Q: 3 clusters Score -4830682 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -4830697.000000 Penalty: 1043.775391
	Iteration 63Q: 3 clusters Score -4830697 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -4830710.500000 Penalty: 1043.775391
	Iteration 64Q: 3 clusters Score -4830710 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -4830715.000000 Penalty: 1043.775391
	Iteration 65Q: 3 clusters Score -4830715 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -4830726.500000 Penalty: 1043.775391
	Iteration 66Q: 3 clusters Score -4830726 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -4830738.500000 Penalty: 1043.775391
	Iteration 67Q: 3 clusters Score -4830738 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -4830757.000000 Penalty: 1043.775391
	Iteration 68Q: 3 clusters Score -4830757 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -4830764.000000 Penalty: 1043.775391
	Iteration 69Q: 3 clusters Score -4830764 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -4830766.500000 Penalty: 1043.775391
	Iteration 70Q: 3 clusters Score -4830766 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -4830767.500000 Penalty: 1043.775391
	Iteration 71Q: 3 clusters Score -4830768 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -4830770.000000 Penalty: 1043.775391
	Iteration 72Q: 3 clusters Score -4830770 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -4830795.000000 Penalty: 1043.775391
	Iteration 73Q: 3 clusters Score -4830795 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -4830796.500000 Penalty: 1043.775391
	Iteration 74Q: 3 clusters Score -4830796 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -4830817.000000 Penalty: 1043.775391
	Iteration 75Q: 3 clusters Score -4830817 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -4830836.000000 Penalty: 1043.775391
	Iteration 76Q: 3 clusters Score -4830836 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -4830857.000000 Penalty: 1043.775391
	Iteration 77Q: 3 clusters Score -4830857 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -4830875.500000 Penalty: 1043.775391
	Iteration 78Q: 3 clusters Score -4830876 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -4830921.500000 Penalty: 1043.775391
	Iteration 79Q: 3 clusters Score -4830922 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -4830969.000000 Penalty: 1043.775391
	Iteration 80F: 3 clusters Score -4830969 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -4830982.500000 Penalty: 1043.775391
	Iteration 81Q: 3 clusters Score -4830982 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -4830991.500000 Penalty: 1043.775391
	Iteration 82Q: 3 clusters Score -4830992 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -4831034.000000 Penalty: 1043.775391
	Iteration 83Q: 3 clusters Score -4831034 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -4831045.500000 Penalty: 1043.775391
	Iteration 84Q: 3 clusters Score -4831046 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -4831091.500000 Penalty: 1043.775391
	Iteration 85Q: 3 clusters Score -4831092 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -4831126.000000 Penalty: 1043.775391
	Iteration 86Q: 3 clusters Score -4831126 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -4831141.000000 Penalty: 1043.775391
	Iteration 87Q: 3 clusters Score -4831141 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -4831201.500000 Penalty: 1043.775391
	Iteration 88Q: 3 clusters Score -4831202 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -4831241.500000 Penalty: 1043.775391
	Iteration 89Q: 3 clusters Score -4831242 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -4831242.500000 Penalty: 1043.775391
	Iteration 90Q: 3 clusters Score -4831242 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -4831277.000000 Penalty: 1043.775391
	Iteration 91Q: 3 clusters Score -4831277 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -4831319.000000 Penalty: 1043.775391
	Iteration 92Q: 3 clusters Score -4831319 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4831338 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4831363 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4831419 nChanged 383
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Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4831446 nChanged 425
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Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4831509 nChanged 435
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Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4831546 nChanged 445
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4831612 nChanged 462
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4831665 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4831729 nChanged 483
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Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4831810 nChanged 486
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Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4831870 nChanged 466
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4831919 nChanged 519
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Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4831962 nChanged 495
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Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4832046 nChanged 510
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Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4832152 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4832222 nChanged 549
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4832322 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4832427 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4832536 nChanged 538
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4832622 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4832746 nChanged 545
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4832890 nChanged 522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4832950 nChanged 482
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Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4833062 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4833123 nChanged 464
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Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4833225 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4833312 nChanged 449
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Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4833404 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4833496 nChanged 467
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4833616 nChanged 446
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4833728 nChanged 440
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Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 84215 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4833816 nChanged 430
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Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 84645 members 
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	Iteration 125Q: 3 clusters Score -4833891 nChanged 426
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Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 85071 members 
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	Iteration 126Q: 3 clusters Score -4833987 nChanged 380
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Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 85451 members 
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	Iteration 127Q: 3 clusters Score -4834068 nChanged 380
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Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 85831 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4834183 nChanged 369
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Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4834260 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4834338 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4834456 nChanged 350
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Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 87310 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4834539 nChanged 332
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Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4834617 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4834700 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4834770 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4834853 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4834898 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4834990 nChanged 280
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4835044 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4835120 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 90013 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4835192 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4835252 nChanged 259
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Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4835334 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5022 members 
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	Iteration 144Q: 3 clusters Score -4835396 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4835441 nChanged 223
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Mstep: Class 1 contains 4575 members 
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	Iteration 146Q: 3 clusters Score -4835507 nChanged 214
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Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 91443 members 
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	Iteration 147Q: 3 clusters Score -4835570 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4176 members 
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	Iteration 148Q: 3 clusters Score -4835608 nChanged 163
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Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4835626 nChanged 148
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Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 91939 members 
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	Iteration 150Q: 3 clusters Score -4835670 nChanged 136
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Mstep: Class 1 contains 3729 members 
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	Iteration 151Q: 3 clusters Score -4835704 nChanged 134
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Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4835744 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 2 contains 92331 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4835766 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4835784 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4835828 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4835846 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4835880 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4835892 nChanged 70
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Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4835915 nChanged 69
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Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 93004 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4835920 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2729 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4835934 nChanged 59
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Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4835932 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4835948 nChanged 64
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Mstep: Class 1 contains 2541 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4835961 nChanged 63
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Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4835973 nChanged 55
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Mstep: Class 1 contains 2423 members 
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	Iteration 166Q: 3 clusters Score -4835980 nChanged 64
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Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4836000 nChanged 52
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Mstep: Class 1 contains 2307 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4836004 nChanged 38
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Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4836008 nChanged 41
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Mstep: Class 1 contains 2228 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4836026 nChanged 43
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Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4836034 nChanged 42
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Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4836038 nChanged 36
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4836049 nChanged 29
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Mstep: Class 1 contains 2080 members 
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	Iteration 174Q: 3 clusters Score -4836050 nChanged 29
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Mstep: Class 1 contains 2051 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4836050 nChanged 27
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4836054 nChanged 29
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Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 93809 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4836058 nChanged 26
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Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 93835 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4836065 nChanged 25
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Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 93860 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4836071 nChanged 21
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Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 93881 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4836076 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 93899 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4836081 nChanged 17
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Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 93916 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4836090 nChanged 18
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Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4836092 nChanged 11
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Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 93945 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4836096 nChanged 8
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Mstep: Class 1 contains 1851 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4836096 nChanged 11
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Mstep: Class 1 contains 1840 members 
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Entering Unmasked Estep 
Score: -4836101.000000 Penalty: 1043.775391
	Iteration 186Q: 3 clusters Score -4836101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -4836101.000000 Penalty: 1043.775391
	Iteration 187Q: 3 clusters Score -4836101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -4836101.000000 Penalty: 1043.775391
	Iteration 188Q: 3 clusters Score -4836101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 93985 members 
Entering Unmasked Estep 
Score: -4836100.500000 Penalty: 1043.775391
	Iteration 189Q: 3 clusters Score -4836100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 93988 members 
Entering Unmasked Estep 
Score: -4836103.500000 Penalty: 1043.775391
	Iteration 190Q: 3 clusters Score -4836104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -4836103.500000 Penalty: 1043.775391
	Iteration 191Q: 3 clusters Score -4836104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -4836101.000000 Penalty: 1043.775391
	Iteration 192Q: 3 clusters Score -4836101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 93999 members 
Entering Unmasked Estep 
Score: -4836104.000000 Penalty: 1043.775391
	Iteration 193Q: 3 clusters Score -4836104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -4836106.000000 Penalty: 1043.775391
	Iteration 194Q: 3 clusters Score -4836106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 94004 members 
Entering Unmasked Estep 
Score: -4836110.000000 Penalty: 1043.775391
	Iteration 195Q: 3 clusters Score -4836110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 94007 members 
Entering Unmasked Estep 
Score: -4836116.500000 Penalty: 1043.775391
	Iteration 196Q: 3 clusters Score -4836116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -4836114.500000 Penalty: 1043.775391
	Iteration 197Q: 3 clusters Score -4836114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -4836111.000000 Penalty: 1043.775391
	Iteration 198Q: 3 clusters Score -4836111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 94024 members 
Entering Unmasked Estep 
Score: -4836110.000000 Penalty: 1043.775391
	Iteration 199Q: 3 clusters Score -4836110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
Score: -4836110.000000 Penalty: 1043.775391
	Iteration 200F: 3 clusters Score -4836110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
Score: -4836115.500000 Penalty: 1043.775391
	Iteration 201Q: 3 clusters Score -4836116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 94043 members 
Entering Unmasked Estep 
Score: -4836117.000000 Penalty: 1043.775391
	Iteration 202Q: 3 clusters Score -4836117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 94049 members 
Entering Unmasked Estep 
Score: -4836119.000000 Penalty: 1043.775391
	Iteration 203Q: 3 clusters Score -4836119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -4836118.000000 Penalty: 1043.775391
	Iteration 204Q: 3 clusters Score -4836118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -4836119.500000 Penalty: 1043.775391
	Iteration 205Q: 3 clusters Score -4836120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 94069 members 
Entering Unmasked Estep 
Score: -4836124.500000 Penalty: 1043.775391
	Iteration 206Q: 3 clusters Score -4836124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -4836125.500000 Penalty: 1043.775391
	Iteration 207Q: 3 clusters Score -4836126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 94079 members 
Entering Unmasked Estep 
Score: -4836132.000000 Penalty: 1043.775391
	Iteration 208Q: 3 clusters Score -4836132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 94092 members 
Entering Unmasked Estep 
Score: -4836131.000000 Penalty: 1043.775391
	Iteration 209Q: 3 clusters Score -4836131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 94100 members 
Entering Unmasked Estep 
Score: -4836125.500000 Penalty: 1043.775391
	Iteration 210Q: 3 clusters Score -4836126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -4836122.500000 Penalty: 1043.775391
	Iteration 211Q: 3 clusters Score -4836122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -4836124.500000 Penalty: 1043.775391
	Iteration 212Q: 3 clusters Score -4836124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -4836129.500000 Penalty: 1043.775391
	Iteration 213Q: 3 clusters Score -4836130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 94125 members 
Entering Unmasked Estep 
Score: -4836131.500000 Penalty: 1043.775391
	Iteration 214Q: 3 clusters Score -4836132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 94129 members 
Entering Unmasked Estep 
Score: -4836138.000000 Penalty: 1043.775391
	Iteration 215Q: 3 clusters Score -4836138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -4836143.000000 Penalty: 1043.775391
	Iteration 216Q: 3 clusters Score -4836143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 94137 members 
Entering Unmasked Estep 
Score: -4836144.000000 Penalty: 1043.775391
	Iteration 217Q: 3 clusters Score -4836144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -4836142.000000 Penalty: 1043.775391
	Iteration 218Q: 3 clusters Score -4836142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -4836142.000000 Penalty: 1043.775391
	Iteration 219F: 3 clusters Score -4836142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -9892.954102 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -9892.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9563.583984 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -9563.584 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9646.568359 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -9646.568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9672.444336 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -9672.444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9694.080078 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -9694.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9705.541016 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -9705.541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9712.311523 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -9712.312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9716.212891 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -9716.213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9722.688477 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -9722.688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9727.065430 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -9727.065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9727.753906 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -9727.754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9728.605469 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -9728.605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9728.760742 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -9728.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9728.760742 Penalty: 503.538452
	Iteration 12F: 3 clusters Score -9728.761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (95262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Entering Unmasked Estep 
Score: -4805625.000000 Penalty: 521.629578
	Iteration 0F: 2 clusters Score -4805625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -4741745.000000 Penalty: 1043.259155
	Iteration 0F: 3 clusters Score -4741745 nChanged 46589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -4771428.000000 Penalty: 1043.259155
	Iteration 1F: 3 clusters Score -4771428 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -4773675.000000 Penalty: 1043.259155
	Iteration 2F: 3 clusters Score -4773675 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -4777219.500000 Penalty: 1043.259155
	Iteration 3F: 3 clusters Score -4777220 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 67539 members 
Entering Unmasked Estep 
Score: -4782580.500000 Penalty: 1043.259155
	Iteration 4F: 3 clusters Score -4782580 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -4789254.500000 Penalty: 1043.259155
	Iteration 5F: 3 clusters Score -4789254 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -4795802.000000 Penalty: 1043.259155
	Iteration 6F: 3 clusters Score -4795802 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -4800941.500000 Penalty: 1043.259155
	Iteration 7Q: 3 clusters Score -4800942 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -4803000.500000 Penalty: 1043.259155
	Iteration 8Q: 3 clusters Score -4803000 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -4803553.000000 Penalty: 1043.259155
	Iteration 9Q: 3 clusters Score -4803553 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -4803834.000000 Penalty: 1043.259155
	Iteration 10Q: 3 clusters Score -4803834 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -4803999.000000 Penalty: 1043.259155
	Iteration 11Q: 3 clusters Score -4803999 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -4804137.500000 Penalty: 1043.259155
	Iteration 12Q: 3 clusters Score -4804138 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -4804254.500000 Penalty: 1043.259155
	Iteration 13Q: 3 clusters Score -4804254 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -4804336.000000 Penalty: 1043.259155
	Iteration 14Q: 3 clusters Score -4804336 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
Score: -4804388.500000 Penalty: 1043.259155
	Iteration 15Q: 3 clusters Score -4804388 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -4804432.500000 Penalty: 1043.259155
	Iteration 16Q: 3 clusters Score -4804432 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -4804455.500000 Penalty: 1043.259155
	Iteration 17Q: 3 clusters Score -4804456 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 81704 members 
Entering Unmasked Estep 
Score: -4804474.000000 Penalty: 1043.259155
	Iteration 18Q: 3 clusters Score -4804474 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
Score: -4804477.000000 Penalty: 1043.259155
	Iteration 19Q: 3 clusters Score -4804477 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -4804483.500000 Penalty: 1043.259155
	Iteration 20F: 3 clusters Score -4804484 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -4804503.000000 Penalty: 1043.259155
	Iteration 21Q: 3 clusters Score -4804503 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -4804526.500000 Penalty: 1043.259155
	Iteration 22Q: 3 clusters Score -4804526 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -4804562.500000 Penalty: 1043.259155
	Iteration 23Q: 3 clusters Score -4804562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -4804569.000000 Penalty: 1043.259155
	Iteration 24Q: 3 clusters Score -4804569 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -4804584.000000 Penalty: 1043.259155
	Iteration 25Q: 3 clusters Score -4804584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -4804608.000000 Penalty: 1043.259155
	Iteration 26Q: 3 clusters Score -4804608 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -4804611.500000 Penalty: 1043.259155
	Iteration 27Q: 3 clusters Score -4804612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -4804605.500000 Penalty: 1043.259155
	Iteration 28Q: 3 clusters Score -4804606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -4804621.000000 Penalty: 1043.259155
	Iteration 29Q: 3 clusters Score -4804621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -4804642.000000 Penalty: 1043.259155
	Iteration 30Q: 3 clusters Score -4804642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -4804641.500000 Penalty: 1043.259155
	Iteration 31Q: 3 clusters Score -4804642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -4804648.000000 Penalty: 1043.259155
	Iteration 32Q: 3 clusters Score -4804648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -4804650.500000 Penalty: 1043.259155
	Iteration 33Q: 3 clusters Score -4804650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -4804659.500000 Penalty: 1043.259155
	Iteration 34Q: 3 clusters Score -4804660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 82664 members 
Entering Unmasked Estep 
Score: -4804664.000000 Penalty: 1043.259155
	Iteration 35Q: 3 clusters Score -4804664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -4804669.500000 Penalty: 1043.259155
	Iteration 36Q: 3 clusters Score -4804670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -4804694.500000 Penalty: 1043.259155
	Iteration 37Q: 3 clusters Score -4804694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -4804716.500000 Penalty: 1043.259155
	Iteration 38Q: 3 clusters Score -4804716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -4804733.000000 Penalty: 1043.259155
	Iteration 39Q: 3 clusters Score -4804733 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -4804741.500000 Penalty: 1043.259155
	Iteration 40F: 3 clusters Score -4804742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -4804747.000000 Penalty: 1043.259155
	Iteration 41Q: 3 clusters Score -4804747 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -4804768.500000 Penalty: 1043.259155
	Iteration 42Q: 3 clusters Score -4804768 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -4804794.000000 Penalty: 1043.259155
	Iteration 43Q: 3 clusters Score -4804794 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -4804811.500000 Penalty: 1043.259155
	Iteration 44Q: 3 clusters Score -4804812 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4804839 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4804862 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4804872 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 83605 members 
Entering Unmasked Estep 
Score: -4804876.500000 Penalty: 1043.259155
	Iteration 48Q: 3 clusters Score -4804876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4804884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4804882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4804889 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4804910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -4804915.500000 Penalty: 1043.259155
	Iteration 53Q: 3 clusters Score -4804916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -4804924.500000 Penalty: 1043.259155
	Iteration 54Q: 3 clusters Score -4804924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4804931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4804938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -4804948.500000 Penalty: 1043.259155
	Iteration 57Q: 3 clusters Score -4804948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4804948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -4804953.000000 Penalty: 1043.259155
	Iteration 59Q: 3 clusters Score -4804953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 84027 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4804949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4804950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4804953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -4804957.000000 Penalty: 1043.259155
	Iteration 63Q: 3 clusters Score -4804957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -4804958.000000 Penalty: 1043.259155
	Iteration 64Q: 3 clusters Score -4804958 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -4804970.000000 Penalty: 1043.259155
	Iteration 65Q: 3 clusters Score -4804970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 84299 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4804974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -4804978.500000 Penalty: 1043.259155
	Iteration 67Q: 3 clusters Score -4804978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 84397 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4804975 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4804975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4804977 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4804974 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 84557 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4804975 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4804987 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4804992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4804994 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4805010 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -4805018.500000 Penalty: 1043.259155
	Iteration 77Q: 3 clusters Score -4805018 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -4805026.000000 Penalty: 1043.259155
	Iteration 78Q: 3 clusters Score -4805026 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4805045 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4805057 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4805070 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4805066 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4805070 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4805068 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4805077 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4805086 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4805086 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 85158 members 
Entering Unmasked Estep 
Score: -4805095.500000 Penalty: 1043.259155
	Iteration 88Q: 3 clusters Score -4805096 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -4805092.000000 Penalty: 1043.259155
	Iteration 89Q: 3 clusters Score -4805092 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -4805100.000000 Penalty: 1043.259155
	Iteration 90Q: 3 clusters Score -4805100 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -4805111.500000 Penalty: 1043.259155
	Iteration 91Q: 3 clusters Score -4805112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -4805114.500000 Penalty: 1043.259155
	Iteration 92Q: 3 clusters Score -4805114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4805114 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 85330 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4805114 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4805116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -4805120.000000 Penalty: 1043.259155
	Iteration 96Q: 3 clusters Score -4805120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -4805128.500000 Penalty: 1043.259155
	Iteration 97Q: 3 clusters Score -4805128 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4805128 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9832 members 
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Entering Unmasked Estep 
Score: -4805121.500000 Penalty: 1043.259155
	Iteration 99Q: 3 clusters Score -4805122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -4805130.000000 Penalty: 1043.259155
	Iteration 100F: 3 clusters Score -4805130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4805133 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4805135 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4805140 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -4805154.000000 Penalty: 1043.259155
	Iteration 104Q: 3 clusters Score -4805154 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -4805159.500000 Penalty: 1043.259155
	Iteration 105Q: 3 clusters Score -4805160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 85585 members 
Entering Unmasked Estep 
Score: -4805173.000000 Penalty: 1043.259155
	Iteration 106Q: 3 clusters Score -4805173 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -4805177.000000 Penalty: 1043.259155
	Iteration 107Q: 3 clusters Score -4805177 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 85638 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4805173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -4805178.500000 Penalty: 1043.259155
	Iteration 109Q: 3 clusters Score -4805178 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9582 members 
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Entering Unmasked Estep 
Score: -4805181.000000 Penalty: 1043.259155
	Iteration 110Q: 3 clusters Score -4805181 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 85703 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4805178 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -4805187.500000 Penalty: 1043.259155
	Iteration 112Q: 3 clusters Score -4805188 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9529 members 
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Entering Unmasked Estep 
Score: -4805197.000000 Penalty: 1043.259155
	Iteration 113Q: 3 clusters Score -4805197 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9517 members 
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Entering Unmasked Estep 
Score: -4805200.000000 Penalty: 1043.259155
	Iteration 114Q: 3 clusters Score -4805200 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9496 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4805196 nChanged 13
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Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4805194 nChanged 12
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Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4805200 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4805200 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9457 members 
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Entering Unmasked Estep 
Score: -4805204.500000 Penalty: 1043.259155
	Iteration 119Q: 3 clusters Score -4805204 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -4805207.500000 Penalty: 1043.259155
	Iteration 120F: 3 clusters Score -4805208 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4805208 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -4805211.500000 Penalty: 1043.259155
	Iteration 122Q: 3 clusters Score -4805212 nChanged 11
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Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 85841 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4805212 nChanged 9
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Mstep: Class 1 contains 9412 members 
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Entering Unmasked Estep 
Score: -4805221.500000 Penalty: 1043.259155
	Iteration 124Q: 3 clusters Score -4805222 nChanged 9
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Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -4805226.500000 Penalty: 1043.259155
	Iteration 125Q: 3 clusters Score -4805226 nChanged 13
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Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -4805227.000000 Penalty: 1043.259155
	Iteration 126Q: 3 clusters Score -4805227 nChanged 15
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Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4805228 nChanged 17
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Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4805228 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -4805236.000000 Penalty: 1043.259155
	Iteration 129Q: 3 clusters Score -4805236 nChanged 14
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Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 85929 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4805243 nChanged 14
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Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -4805241.500000 Penalty: 1043.259155
	Iteration 131Q: 3 clusters Score -4805242 nChanged 14
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Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4805242 nChanged 14
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Mstep: Class 1 contains 9291 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4805242 nChanged 13
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Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4805242 nChanged 12
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Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -4805238.000000 Penalty: 1043.259155
	Iteration 135Q: 3 clusters Score -4805238 nChanged 9
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Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 86005 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4805242 nChanged 9
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Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4805238 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -4805238.500000 Penalty: 1043.259155
	Iteration 138Q: 3 clusters Score -4805238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -4805239.500000 Penalty: 1043.259155
	Iteration 139Q: 3 clusters Score -4805240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -4805242.500000 Penalty: 1043.259155
	Iteration 140F: 3 clusters Score -4805242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -4805240.500000 Penalty: 1043.259155
	Iteration 141Q: 3 clusters Score -4805240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -4805240.500000 Penalty: 1043.259155
	Iteration 142F: 3 clusters Score -4805240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -27347.015625 Penalty: 288.486359
	Iteration 0F: 2 clusters Score -27347.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26850.535156 Penalty: 576.972717
	Iteration 0F: 3 clusters Score -26850.54 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27077.066406 Penalty: 576.972717
	Iteration 1F: 3 clusters Score -27077.07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27173.607422 Penalty: 576.972717
	Iteration 2F: 3 clusters Score -27173.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27232.794922 Penalty: 576.972717
	Iteration 3F: 3 clusters Score -27232.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27262.753906 Penalty: 576.972717
	Iteration 4Q: 3 clusters Score -27262.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27275.343750 Penalty: 576.972717
	Iteration 5Q: 3 clusters Score -27275.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27288.324219 Penalty: 576.972717
	Iteration 6Q: 3 clusters Score -27288.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27295.232422 Penalty: 576.972717
	Iteration 7Q: 3 clusters Score -27295.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27299.669922 Penalty: 576.972717
	Iteration 8Q: 3 clusters Score -27299.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27301.390625 Penalty: 576.972717
	Iteration 9Q: 3 clusters Score -27301.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -27302.599609 Penalty: 576.972717
	Iteration 10Q: 3 clusters Score -27302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -27312.078125 Penalty: 576.972717
	Iteration 11Q: 3 clusters Score -27312.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -27321.455078 Penalty: 576.972717
	Iteration 12Q: 3 clusters Score -27321.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27333.781250 Penalty: 576.972717
	Iteration 13Q: 3 clusters Score -27333.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27337.246094 Penalty: 576.972717
	Iteration 14Q: 3 clusters Score -27337.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27338.412109 Penalty: 576.972717
	Iteration 15Q: 3 clusters Score -27338.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -27339.710938 Penalty: 576.972717
	Iteration 16Q: 3 clusters Score -27339.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -27340.542969 Penalty: 576.972717
	Iteration 17Q: 3 clusters Score -27340.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -27342.931641 Penalty: 576.972717
	Iteration 18Q: 3 clusters Score -27342.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -27343.589844 Penalty: 576.972717
	Iteration 19Q: 3 clusters Score -27343.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27344.310547 Penalty: 576.972717
	Iteration 20F: 3 clusters Score -27344.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Entering Unmasked Estep 
Score: -399117.156250 Penalty: 408.735077
	Iteration 0F: 2 clusters Score -399117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -393741.468750 Penalty: 817.470154
	Iteration 0F: 3 clusters Score -393741.5 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -395832.625000 Penalty: 817.470154
	Iteration 1F: 3 clusters Score -395832.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -395977.750000 Penalty: 817.470154
	Iteration 2Q: 3 clusters Score -395977.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -396167.375000 Penalty: 817.470154
	Iteration 3Q: 3 clusters Score -396167.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -396387.437500 Penalty: 817.470154
	Iteration 4F: 3 clusters Score -396387.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -396695.687500 Penalty: 817.470154
	Iteration 5F: 3 clusters Score -396695.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -397109.312500 Penalty: 817.470154
	Iteration 6F: 3 clusters Score -397109.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -397612.843750 Penalty: 817.470154
	Iteration 7F: 3 clusters Score -397612.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -398015.437500 Penalty: 817.470154
	Iteration 8F: 3 clusters Score -398015.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -398241.906250 Penalty: 817.470154
	Iteration 9Q: 3 clusters Score -398241.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -398351.281250 Penalty: 817.470154
	Iteration 10Q: 3 clusters Score -398351.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -398429.750000 Penalty: 817.470154
	Iteration 11Q: 3 clusters Score -398429.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -398497.593750 Penalty: 817.470154
	Iteration 12Q: 3 clusters Score -398497.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -398549.625000 Penalty: 817.470154
	Iteration 13Q: 3 clusters Score -398549.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -398571.406250 Penalty: 817.470154
	Iteration 14Q: 3 clusters Score -398571.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -398582.875000 Penalty: 817.470154
	Iteration 15Q: 3 clusters Score -398582.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -398590.843750 Penalty: 817.470154
	Iteration 16Q: 3 clusters Score -398590.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -398596.593750 Penalty: 817.470154
	Iteration 17Q: 3 clusters Score -398596.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -398601.875000 Penalty: 817.470154
	Iteration 18Q: 3 clusters Score -398601.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -398607.906250 Penalty: 817.470154
	Iteration 19Q: 3 clusters Score -398607.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -398608.593750 Penalty: 817.470154
	Iteration 20F: 3 clusters Score -398608.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -398611.343750 Penalty: 817.470154
	Iteration 21Q: 3 clusters Score -398611.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -398612.781250 Penalty: 817.470154
	Iteration 22Q: 3 clusters Score -398612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -398613.968750 Penalty: 817.470154
	Iteration 23Q: 3 clusters Score -398614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -398614.250000 Penalty: 817.470154
	Iteration 24Q: 3 clusters Score -398614.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -398615.906250 Penalty: 817.470154
	Iteration 25Q: 3 clusters Score -398615.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -398616.562500 Penalty: 817.470154
	Iteration 26Q: 3 clusters Score -398616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -398617.312500 Penalty: 817.470154
	Iteration 27Q: 3 clusters Score -398617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -398616.468750 Penalty: 817.470154
	Iteration 28Q: 3 clusters Score -398616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -398616.468750 Penalty: 817.470154
	Iteration 29Q: 3 clusters Score -398616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -398616.468750 Penalty: 817.470154
	Iteration 30Q: 3 clusters Score -398616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -398616.156250 Penalty: 817.470154
	Iteration 31Q: 3 clusters Score -398616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -398616.906250 Penalty: 817.470154
	Iteration 32Q: 3 clusters Score -398616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -398616.906250 Penalty: 817.470154
	Iteration 33F: 3 clusters Score -398616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -79396.570312 Penalty: 337.088135
	Iteration 0F: 2 clusters Score -79396.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -78201.820312 Penalty: 674.176270
	Iteration 0F: 3 clusters Score -78201.82 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -78615.695312 Penalty: 674.176270
	Iteration 1F: 3 clusters Score -78615.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -78697.000000 Penalty: 674.176270
	Iteration 2F: 3 clusters Score -78697 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -78739.289062 Penalty: 674.176270
	Iteration 3F: 3 clusters Score -78739.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -78766.765625 Penalty: 674.176270
	Iteration 4Q: 3 clusters Score -78766.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -78792.945312 Penalty: 674.176270
	Iteration 5Q: 3 clusters Score -78792.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -78809.968750 Penalty: 674.176270
	Iteration 6Q: 3 clusters Score -78809.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -78824.039062 Penalty: 674.176270
	Iteration 7Q: 3 clusters Score -78824.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -78835.710938 Penalty: 674.176270
	Iteration 8Q: 3 clusters Score -78835.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -78843.671875 Penalty: 674.176270
	Iteration 9Q: 3 clusters Score -78843.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -78853.187500 Penalty: 674.176270
	Iteration 10Q: 3 clusters Score -78853.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -78861.375000 Penalty: 674.176270
	Iteration 11Q: 3 clusters Score -78861.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -78873.804688 Penalty: 674.176270
	Iteration 12Q: 3 clusters Score -78873.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -78890.265625 Penalty: 674.176270
	Iteration 13Q: 3 clusters Score -78890.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -78902.578125 Penalty: 674.176270
	Iteration 14Q: 3 clusters Score -78902.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -78915.265625 Penalty: 674.176270
	Iteration 15Q: 3 clusters Score -78915.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -78928.648438 Penalty: 674.176270
	Iteration 16Q: 3 clusters Score -78928.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -78938.867188 Penalty: 674.176270
	Iteration 17Q: 3 clusters Score -78938.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -78949.921875 Penalty: 674.176270
	Iteration 18Q: 3 clusters Score -78949.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -78961.570312 Penalty: 674.176270
	Iteration 19Q: 3 clusters Score -78961.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -78967.507812 Penalty: 674.176270
	Iteration 20F: 3 clusters Score -78967.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -78972.437500 Penalty: 674.176270
	Iteration 21Q: 3 clusters Score -78972.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78977.578125 Penalty: 674.176270
	Iteration 22Q: 3 clusters Score -78977.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -78984.054688 Penalty: 674.176270
	Iteration 23Q: 3 clusters Score -78984.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -78988.679688 Penalty: 674.176270
	Iteration 24Q: 3 clusters Score -78988.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -78991.304688 Penalty: 674.176270
	Iteration 25Q: 3 clusters Score -78991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -78993.429688 Penalty: 674.176270
	Iteration 26Q: 3 clusters Score -78993.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -78995.398438 Penalty: 674.176270
	Iteration 27Q: 3 clusters Score -78995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -78997.210938 Penalty: 674.176270
	Iteration 28Q: 3 clusters Score -78997.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -78997.867188 Penalty: 674.176270
	Iteration 29Q: 3 clusters Score -78997.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -78997.804688 Penalty: 674.176270
	Iteration 30Q: 3 clusters Score -78997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -78998.218750 Penalty: 674.176270
	Iteration 31Q: 3 clusters Score -78998.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -78999.492188 Penalty: 674.176270
	Iteration 32Q: 3 clusters Score -78999.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -79001.039062 Penalty: 674.176270
	Iteration 33Q: 3 clusters Score -79001.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79002.812500 Penalty: 674.176270
	Iteration 34Q: 3 clusters Score -79002.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79004.117188 Penalty: 674.176270
	Iteration 35Q: 3 clusters Score -79004.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79004.882812 Penalty: 674.176270
	Iteration 36Q: 3 clusters Score -79004.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79005.968750 Penalty: 674.176270
	Iteration 37Q: 3 clusters Score -79005.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79007.164062 Penalty: 674.176270
	Iteration 38Q: 3 clusters Score -79007.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79009.382812 Penalty: 674.176270
	Iteration 39Q: 3 clusters Score -79009.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -79012.281250 Penalty: 674.176270
	Iteration 40F: 3 clusters Score -79012.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79015.039062 Penalty: 674.176270
	Iteration 41Q: 3 clusters Score -79015.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -79017.882812 Penalty: 674.176270
	Iteration 42Q: 3 clusters Score -79017.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -79019.593750 Penalty: 674.176270
	Iteration 43Q: 3 clusters Score -79019.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79021.445312 Penalty: 674.176270
	Iteration 44Q: 3 clusters Score -79021.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79023.750000 Penalty: 674.176270
	Iteration 45Q: 3 clusters Score -79023.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79025.164062 Penalty: 674.176270
	Iteration 46Q: 3 clusters Score -79025.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79025.343750 Penalty: 674.176270
	Iteration 47Q: 3 clusters Score -79025.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79025.429688 Penalty: 674.176270
	Iteration 48Q: 3 clusters Score -79025.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79026.000000 Penalty: 674.176270
	Iteration 49Q: 3 clusters Score -79026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79026.265625 Penalty: 674.176270
	Iteration 50Q: 3 clusters Score -79026.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79027.281250 Penalty: 674.176270
	Iteration 51Q: 3 clusters Score -79027.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79028.437500 Penalty: 674.176270
	Iteration 52Q: 3 clusters Score -79028.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79029.468750 Penalty: 674.176270
	Iteration 53Q: 3 clusters Score -79029.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -79030.640625 Penalty: 674.176270
	Iteration 54Q: 3 clusters Score -79030.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79031.750000 Penalty: 674.176270
	Iteration 55Q: 3 clusters Score -79031.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79033.476562 Penalty: 674.176270
	Iteration 56Q: 3 clusters Score -79033.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79035.218750 Penalty: 674.176270
	Iteration 57Q: 3 clusters Score -79035.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79037.382812 Penalty: 674.176270
	Iteration 58Q: 3 clusters Score -79037.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79038.140625 Penalty: 674.176270
	Iteration 59Q: 3 clusters Score -79038.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79038.554688 Penalty: 674.176270
	Iteration 60F: 3 clusters Score -79038.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79039.093750 Penalty: 674.176270
	Iteration 61Q: 3 clusters Score -79039.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79039.718750 Penalty: 674.176270
	Iteration 62Q: 3 clusters Score -79039.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79040.265625 Penalty: 674.176270
	Iteration 63Q: 3 clusters Score -79040.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79041.539062 Penalty: 674.176270
	Iteration 64Q: 3 clusters Score -79041.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79041.898438 Penalty: 674.176270
	Iteration 65Q: 3 clusters Score -79041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -79042.625000 Penalty: 674.176270
	Iteration 66Q: 3 clusters Score -79042.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79043.148438 Penalty: 674.176270
	Iteration 67Q: 3 clusters Score -79043.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79043.257812 Penalty: 674.176270
	Iteration 68Q: 3 clusters Score -79043.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79043.257812 Penalty: 674.176270
	Iteration 69F: 3 clusters Score -79043.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -52097.648438 Penalty: 316.868164
	Iteration 0F: 2 clusters Score -52097.65 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 565 members 
Entering Unmasked Estep 
Score: -51255.917969 Penalty: 633.736328
	Iteration 0F: 3 clusters Score -51255.92 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -51593.648438 Penalty: 633.736328
	Iteration 1F: 3 clusters Score -51593.65 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -51705.535156 Penalty: 633.736328
	Iteration 2F: 3 clusters Score -51705.54 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -51758.875000 Penalty: 633.736328
	Iteration 3F: 3 clusters Score -51758.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -51793.675781 Penalty: 633.736328
	Iteration 4Q: 3 clusters Score -51793.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -51822.621094 Penalty: 633.736328
	Iteration 5Q: 3 clusters Score -51822.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -51842.363281 Penalty: 633.736328
	Iteration 6Q: 3 clusters Score -51842.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -51856.234375 Penalty: 633.736328
	Iteration 7Q: 3 clusters Score -51856.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -51864.562500 Penalty: 633.736328
	Iteration 8Q: 3 clusters Score -51864.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -51876.410156 Penalty: 633.736328
	Iteration 9Q: 3 clusters Score -51876.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -51889.128906 Penalty: 633.736328
	Iteration 10Q: 3 clusters Score -51889.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -51896.625000 Penalty: 633.736328
	Iteration 11Q: 3 clusters Score -51896.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -51910.031250 Penalty: 633.736328
	Iteration 12Q: 3 clusters Score -51910.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -51922.292969 Penalty: 633.736328
	Iteration 13Q: 3 clusters Score -51922.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -51933.207031 Penalty: 633.736328
	Iteration 14Q: 3 clusters Score -51933.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -51938.238281 Penalty: 633.736328
	Iteration 15Q: 3 clusters Score -51938.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -51945.125000 Penalty: 633.736328
	Iteration 16Q: 3 clusters Score -51945.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -51949.949219 Penalty: 633.736328
	Iteration 17Q: 3 clusters Score -51949.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -51957.312500 Penalty: 633.736328
	Iteration 18Q: 3 clusters Score -51957.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -51975.351562 Penalty: 633.736328
	Iteration 19Q: 3 clusters Score -51975.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -51997.171875 Penalty: 633.736328
	Iteration 20F: 3 clusters Score -51997.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -52006.210938 Penalty: 633.736328
	Iteration 21Q: 3 clusters Score -52006.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -52006.210938 Penalty: 633.736328
	Iteration 22F: 3 clusters Score -52006.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -43986.058594 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -43986.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43325.421875 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -43325.42 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -43473.558594 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -43473.56 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -43509.878906 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -43509.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43525.847656 Penalty: 599.967041
	Iteration 3Q: 3 clusters Score -43525.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43543.769531 Penalty: 599.967041
	Iteration 4Q: 3 clusters Score -43543.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43557.015625 Penalty: 599.967041
	Iteration 5Q: 3 clusters Score -43557.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43564.792969 Penalty: 599.967041
	Iteration 6Q: 3 clusters Score -43564.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43576.289062 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -43576.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43592.488281 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -43592.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43608.218750 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -43608.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43621.289062 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -43621.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43628.464844 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -43628.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43637.125000 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -43637.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43648.019531 Penalty: 599.967041
	Iteration 13Q: 3 clusters Score -43648.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43657.003906 Penalty: 599.967041
	Iteration 14Q: 3 clusters Score -43657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43667.902344 Penalty: 599.967041
	Iteration 15Q: 3 clusters Score -43667.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43685.773438 Penalty: 599.967041
	Iteration 16Q: 3 clusters Score -43685.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43712.257812 Penalty: 599.967041
	Iteration 17Q: 3 clusters Score -43712.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43735.695312 Penalty: 599.967041
	Iteration 18Q: 3 clusters Score -43735.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43753.300781 Penalty: 599.967041
	Iteration 19Q: 3 clusters Score -43753.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43772.960938 Penalty: 599.967041
	Iteration 20F: 3 clusters Score -43772.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43789.335938 Penalty: 599.967041
	Iteration 21Q: 3 clusters Score -43789.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43798.464844 Penalty: 599.967041
	Iteration 22Q: 3 clusters Score -43798.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43807.214844 Penalty: 599.967041
	Iteration 23Q: 3 clusters Score -43807.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43814.167969 Penalty: 599.967041
	Iteration 24Q: 3 clusters Score -43814.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43817.820312 Penalty: 599.967041
	Iteration 25Q: 3 clusters Score -43817.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43820.984375 Penalty: 599.967041
	Iteration 26Q: 3 clusters Score -43820.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43826.546875 Penalty: 599.967041
	Iteration 27Q: 3 clusters Score -43826.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43829.750000 Penalty: 599.967041
	Iteration 28Q: 3 clusters Score -43829.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43831.382812 Penalty: 599.967041
	Iteration 29Q: 3 clusters Score -43831.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43832.937500 Penalty: 599.967041
	Iteration 30Q: 3 clusters Score -43832.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43834.183594 Penalty: 599.967041
	Iteration 31Q: 3 clusters Score -43834.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43834.625000 Penalty: 599.967041
	Iteration 32Q: 3 clusters Score -43834.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43835.187500 Penalty: 599.967041
	Iteration 33Q: 3 clusters Score -43835.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43835.187500 Penalty: 599.967041
	Iteration 34F: 3 clusters Score -43835.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -7388.296875 Penalty: 231.485641
	Iteration 0F: 2 clusters Score -7388.297 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 80 members 
Entering Unmasked Estep 
Score: -7129.358887 Penalty: 462.971283
	Iteration 0F: 3 clusters Score -7129.359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7215.399414 Penalty: 462.971283
	Iteration 1F: 3 clusters Score -7215.399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7234.694336 Penalty: 462.971283
	Iteration 2F: 3 clusters Score -7234.694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7241.010742 Penalty: 462.971283
	Iteration 3Q: 3 clusters Score -7241.011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7241.816406 Penalty: 462.971283
	Iteration 4Q: 3 clusters Score -7241.816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7242.126465 Penalty: 462.971283
	Iteration 5Q: 3 clusters Score -7242.126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7242.495117 Penalty: 462.971283
	Iteration 6Q: 3 clusters Score -7242.495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7242.748535 Penalty: 462.971283
	Iteration 7Q: 3 clusters Score -7242.749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7242.748535 Penalty: 462.971283
	Iteration 8F: 3 clusters Score -7242.749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -1762.635254 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -1762.635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1591.750854 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -1591.751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1647.541748 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -1647.542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1655.476685 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -1655.477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1669.704346 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -1669.704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1671.754761 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -1671.755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1671.754761 Penalty: 408.465912
	Iteration 5F: 3 clusters Score -1671.755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Entering Unmasked Estep 
Score: -637446.062500 Penalty: 427.728668
	Iteration 0F: 2 clusters Score -637446.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -629441.375000 Penalty: 855.457336
	Iteration 0F: 3 clusters Score -629441.4 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -632462.000000 Penalty: 855.457336
	Iteration 1F: 3 clusters Score -632462 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -632579.187500 Penalty: 855.457336
	Iteration 2Q: 3 clusters Score -632579.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -632713.437500 Penalty: 855.457336
	Iteration 3Q: 3 clusters Score -632713.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -632887.812500 Penalty: 855.457336
	Iteration 4Q: 3 clusters Score -632887.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -633110.875000 Penalty: 855.457336
	Iteration 5Q: 3 clusters Score -633110.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -633463.250000 Penalty: 855.457336
	Iteration 6Q: 3 clusters Score -633463.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -634065.562500 Penalty: 855.457336
	Iteration 7F: 3 clusters Score -634065.6 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -634874.937500 Penalty: 855.457336
	Iteration 8F: 3 clusters Score -634874.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -635705.187500 Penalty: 855.457336
	Iteration 9F: 3 clusters Score -635705.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -636072.875000 Penalty: 855.457336
	Iteration 10F: 3 clusters Score -636072.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -636207.062500 Penalty: 855.457336
	Iteration 11Q: 3 clusters Score -636207.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -636275.500000 Penalty: 855.457336
	Iteration 12Q: 3 clusters Score -636275.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -636319.687500 Penalty: 855.457336
	Iteration 13Q: 3 clusters Score -636319.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -636348.562500 Penalty: 855.457336
	Iteration 14Q: 3 clusters Score -636348.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -636364.625000 Penalty: 855.457336
	Iteration 15Q: 3 clusters Score -636364.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -636372.625000 Penalty: 855.457336
	Iteration 16Q: 3 clusters Score -636372.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -636378.625000 Penalty: 855.457336
	Iteration 17Q: 3 clusters Score -636378.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -636382.500000 Penalty: 855.457336
	Iteration 18Q: 3 clusters Score -636382.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -636388.687500 Penalty: 855.457336
	Iteration 19Q: 3 clusters Score -636388.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -636392.312500 Penalty: 855.457336
	Iteration 20F: 3 clusters Score -636392.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -636393.875000 Penalty: 855.457336
	Iteration 21Q: 3 clusters Score -636393.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -636393.375000 Penalty: 855.457336
	Iteration 22Q: 3 clusters Score -636393.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -636394.875000 Penalty: 855.457336
	Iteration 23Q: 3 clusters Score -636394.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -636393.750000 Penalty: 855.457336
	Iteration 24Q: 3 clusters Score -636393.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -636396.625000 Penalty: 855.457336
	Iteration 25Q: 3 clusters Score -636396.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -636396.875000 Penalty: 855.457336
	Iteration 26Q: 3 clusters Score -636396.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -636395.687500 Penalty: 855.457336
	Iteration 27Q: 3 clusters Score -636395.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -636399.750000 Penalty: 855.457336
	Iteration 28Q: 3 clusters Score -636399.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -636400.250000 Penalty: 855.457336
	Iteration 29Q: 3 clusters Score -636400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -636400.500000 Penalty: 855.457336
	Iteration 30Q: 3 clusters Score -636400.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -636399.812500 Penalty: 855.457336
	Iteration 31Q: 3 clusters Score -636399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -636399.625000 Penalty: 855.457336
	Iteration 32Q: 3 clusters Score -636399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -636401.062500 Penalty: 855.457336
	Iteration 33Q: 3 clusters Score -636401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -636401.062500 Penalty: 855.457336
	Iteration 34F: 3 clusters Score -636401.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -6324.399902 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -6324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6070.187500 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -6070.188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6155.502930 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -6155.503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6189.272461 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -6189.272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6216.638184 Penalty: 454.746338
	Iteration 3F: 3 clusters Score -6216.638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6229.629395 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -6229.629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6236.233887 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -6236.234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6238.511719 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -6238.512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6241.038574 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -6241.039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6242.833984 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -6242.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6246.134277 Penalty: 454.746338
	Iteration 9Q: 3 clusters Score -6246.134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6247.966797 Penalty: 454.746338
	Iteration 10Q: 3 clusters Score -6247.967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6249.053223 Penalty: 454.746338
	Iteration 11Q: 3 clusters Score -6249.053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6249.053223 Penalty: 454.746338
	Iteration 12F: 3 clusters Score -6249.053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (176801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176801 members 
Entering Unmasked Estep 
Score: -8766050.000000 Penalty: 549.766479
	Iteration 0F: 2 clusters Score -8766050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88148 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -8645592.000000 Penalty: 1099.532959
	Iteration 0F: 3 clusters Score -8645592 nChanged 86871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -8699975.000000 Penalty: 1099.532959
	Iteration 1F: 3 clusters Score -8699975 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 108140 members 
Entering Unmasked Estep 
Score: -8703800.000000 Penalty: 1099.532959
	Iteration 2F: 3 clusters Score -8703800 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 118807 members 
Entering Unmasked Estep 
Score: -8710347.000000 Penalty: 1099.532959
	Iteration 3F: 3 clusters Score -8710347 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 131441 members 
Entering Unmasked Estep 
Score: -8720052.000000 Penalty: 1099.532959
	Iteration 4F: 3 clusters Score -8720052 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 143013 members 
Entering Unmasked Estep 
Score: -8730693.000000 Penalty: 1099.532959
	Iteration 5F: 3 clusters Score -8730693 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -8738397.000000 Penalty: 1099.532959
	Iteration 6F: 3 clusters Score -8738397 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 154762 members 
Entering Unmasked Estep 
Score: -8742083.000000 Penalty: 1099.532959
	Iteration 7Q: 3 clusters Score -8742083 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 157626 members 
Entering Unmasked Estep 
Score: -8743971.000000 Penalty: 1099.532959
	Iteration 8Q: 3 clusters Score -8743971 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 159953 members 
Entering Unmasked Estep 
Score: -8745541.000000 Penalty: 1099.532959
	Iteration 9Q: 3 clusters Score -8745541 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 161964 members 
Entering Unmasked Estep 
Score: -8748434.000000 Penalty: 1099.532959
	Iteration 10Q: 3 clusters Score -8748434 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 163907 members 
Entering Unmasked Estep 
Score: -8751139.000000 Penalty: 1099.532959
	Iteration 11Q: 3 clusters Score -8751139 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 165705 members 
Entering Unmasked Estep 
Score: -8753589.000000 Penalty: 1099.532959
	Iteration 12Q: 3 clusters Score -8753589 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 167383 members 
Entering Unmasked Estep 
Score: -8755703.000000 Penalty: 1099.532959
	Iteration 13Q: 3 clusters Score -8755703 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 168969 members 
Entering Unmasked Estep 
Score: -8757856.000000 Penalty: 1099.532959
	Iteration 14Q: 3 clusters Score -8757856 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 170423 members 
Entering Unmasked Estep 
Score: -8759672.000000 Penalty: 1099.532959
	Iteration 15Q: 3 clusters Score -8759672 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -8761135.000000 Penalty: 1099.532959
	Iteration 16Q: 3 clusters Score -8761135 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 172779 members 
Entering Unmasked Estep 
Score: -8762339.000000 Penalty: 1099.532959
	Iteration 17Q: 3 clusters Score -8762339 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 173684 members 
Entering Unmasked Estep 
Score: -8763308.000000 Penalty: 1099.532959
	Iteration 18Q: 3 clusters Score -8763308 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 174377 members 
Entering Unmasked Estep 
Score: -8763991.000000 Penalty: 1099.532959
	Iteration 19Q: 3 clusters Score -8763991 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 174931 members 
Entering Unmasked Estep 
Score: -8764499.000000 Penalty: 1099.532959
	Iteration 20F: 3 clusters Score -8764499 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 175338 members 
Entering Unmasked Estep 
Score: -8764774.000000 Penalty: 1099.532959
	Iteration 21Q: 3 clusters Score -8764774 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 175664 members 
Entering Unmasked Estep 
Score: -8765003.000000 Penalty: 1099.532959
	Iteration 22Q: 3 clusters Score -8765003 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 175894 members 
Entering Unmasked Estep 
Score: -8765132.000000 Penalty: 1099.532959
	Iteration 23Q: 3 clusters Score -8765132 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 176077 members 
Entering Unmasked Estep 
Score: -8765294.000000 Penalty: 1099.532959
	Iteration 24Q: 3 clusters Score -8765294 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 176213 members 
Entering Unmasked Estep 
Score: -8765352.000000 Penalty: 1099.532959
	Iteration 25Q: 3 clusters Score -8765352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 176306 members 
Entering Unmasked Estep 
Score: -8765415.000000 Penalty: 1099.532959
	Iteration 26Q: 3 clusters Score -8765415 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 176381 members 
Entering Unmasked Estep 
Score: -8765431.000000 Penalty: 1099.532959
	Iteration 27Q: 3 clusters Score -8765431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 176433 members 
Entering Unmasked Estep 
Score: -8765463.000000 Penalty: 1099.532959
	Iteration 28Q: 3 clusters Score -8765463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 176464 members 
Entering Unmasked Estep 
Score: -8765496.000000 Penalty: 1099.532959
	Iteration 29Q: 3 clusters Score -8765496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 176496 members 
Entering Unmasked Estep 
Score: -8765512.000000 Penalty: 1099.532959
	Iteration 30Q: 3 clusters Score -8765512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 176522 members 
Entering Unmasked Estep 
Score: -8765522.000000 Penalty: 1099.532959
	Iteration 31Q: 3 clusters Score -8765522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 176545 members 
Entering Unmasked Estep 
Score: -8765542.000000 Penalty: 1099.532959
	Iteration 32Q: 3 clusters Score -8765542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 176562 members 
Entering Unmasked Estep 
Score: -8765541.000000 Penalty: 1099.532959
	Iteration 33Q: 3 clusters Score -8765541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -8765553.000000 Penalty: 1099.532959
	Iteration 34Q: 3 clusters Score -8765553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 176579 members 
Entering Unmasked Estep 
Score: -8765556.000000 Penalty: 1099.532959
	Iteration 35Q: 3 clusters Score -8765556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 176584 members 
Entering Unmasked Estep 
Score: -8765560.000000 Penalty: 1099.532959
	Iteration 36Q: 3 clusters Score -8765560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 176588 members 
Entering Unmasked Estep 
Score: -8765566.000000 Penalty: 1099.532959
	Iteration 37Q: 3 clusters Score -8765566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 176594 members 
Entering Unmasked Estep 
Score: -8765565.000000 Penalty: 1099.532959
	Iteration 38Q: 3 clusters Score -8765565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 176600 members 
Entering Unmasked Estep 
Score: -8765574.000000 Penalty: 1099.532959
	Iteration 39Q: 3 clusters Score -8765574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 176606 members 
Entering Unmasked Estep 
Score: -8765573.000000 Penalty: 1099.532959
	Iteration 40F: 3 clusters Score -8765573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 176608 members 
Entering Unmasked Estep 
Score: -8765576.000000 Penalty: 1099.532959
	Iteration 41Q: 3 clusters Score -8765576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176610 members 
Entering Unmasked Estep 
Score: -8765572.000000 Penalty: 1099.532959
	Iteration 42Q: 3 clusters Score -8765572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176610 members 
Entering Unmasked Estep 
Score: -8765572.000000 Penalty: 1099.532959
	Iteration 43F: 3 clusters Score -8765572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -19271.279297 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -19271.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18865.277344 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -18865.28 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18962.449219 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -18962.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18992.720703 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -18992.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19022.941406 Penalty: 540.555603
	Iteration 3F: 3 clusters Score -19022.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19034.468750 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -19034.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19042.111328 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -19042.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19044.941406 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -19044.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19045.406250 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -19045.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19047.398438 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -19047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19048.230469 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -19048.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19048.230469 Penalty: 540.555603
	Iteration 10F: 3 clusters Score -19048.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (79749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Entering Unmasked Estep 
Score: -3932598.500000 Penalty: 513.542114
	Iteration 0F: 2 clusters Score -3932598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -3878915.250000 Penalty: 1027.084229
	Iteration 0F: 3 clusters Score -3878915 nChanged 38820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -3902217.750000 Penalty: 1027.084229
	Iteration 1F: 3 clusters Score -3902218 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -3903561.000000 Penalty: 1027.084229
	Iteration 2Q: 3 clusters Score -3903561 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -3905749.500000 Penalty: 1027.084229
	Iteration 3F: 3 clusters Score -3905750 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3909528.000000 Penalty: 1027.084229
	Iteration 4F: 3 clusters Score -3909528 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3915232.000000 Penalty: 1027.084229
	Iteration 5F: 3 clusters Score -3915232 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69375 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3921779.000000 Penalty: 1027.084229
	Iteration 6F: 3 clusters Score -3921779 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3927164.500000 Penalty: 1027.084229
	Iteration 7F: 3 clusters Score -3927164 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3930269.750000 Penalty: 1027.084229
	Iteration 8Q: 3 clusters Score -3930270 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3931534.000000 Penalty: 1027.084229
	Iteration 9Q: 3 clusters Score -3931534 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3931949.500000 Penalty: 1027.084229
	Iteration 10Q: 3 clusters Score -3931950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -3932076.500000 Penalty: 1027.084229
	Iteration 11Q: 3 clusters Score -3932076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3932110.750000 Penalty: 1027.084229
	Iteration 12Q: 3 clusters Score -3932111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79691 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3932124.500000 Penalty: 1027.084229
	Iteration 13Q: 3 clusters Score -3932124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3932134.500000 Penalty: 1027.084229
	Iteration 14Q: 3 clusters Score -3932134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3932138.250000 Penalty: 1027.084229
	Iteration 15Q: 3 clusters Score -3932138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3932142.750000 Penalty: 1027.084229
	Iteration 16Q: 3 clusters Score -3932143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3932142.750000 Penalty: 1027.084229
	Iteration 17F: 3 clusters Score -3932143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -46612.593750 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -46612.59 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 482 members 
Entering Unmasked Estep 
Score: -45861.792969 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -45861.79 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -46121.011719 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -46121.01 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -46181.890625 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -46181.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -46219.136719 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -46219.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -46254.863281 Penalty: 620.422607
	Iteration 4Q: 3 clusters Score -46254.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -46303.496094 Penalty: 620.422607
	Iteration 5Q: 3 clusters Score -46303.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -46341.210938 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -46341.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -46375.523438 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -46375.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -46402.855469 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -46402.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -46440.207031 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -46440.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -46474.980469 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -46474.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -46496.886719 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -46496.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -46511.625000 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -46511.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -46518.273438 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -46518.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -46527.164062 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -46527.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -46534.781250 Penalty: 620.422607
	Iteration 15Q: 3 clusters Score -46534.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -46536.871094 Penalty: 620.422607
	Iteration 16Q: 3 clusters Score -46536.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -46540.218750 Penalty: 620.422607
	Iteration 17Q: 3 clusters Score -46540.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -46541.511719 Penalty: 620.422607
	Iteration 18Q: 3 clusters Score -46541.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -46542.359375 Penalty: 620.422607
	Iteration 19Q: 3 clusters Score -46542.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -46542.441406 Penalty: 620.422607
	Iteration 20F: 3 clusters Score -46542.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (76156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Entering Unmasked Estep 
Score: -3913815.750000 Penalty: 511.444550
	Iteration 0F: 2 clusters Score -3913816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -3862652.500000 Penalty: 1022.889099
	Iteration 0F: 3 clusters Score -3862652 nChanged 36950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3886937.500000 Penalty: 1022.889099
	Iteration 1F: 3 clusters Score -3886938 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -3889518.500000 Penalty: 1022.889099
	Iteration 2F: 3 clusters Score -3889518 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3893539.250000 Penalty: 1022.889099
	Iteration 3F: 3 clusters Score -3893539 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3898841.000000 Penalty: 1022.889099
	Iteration 4F: 3 clusters Score -3898841 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3903819.500000 Penalty: 1022.889099
	Iteration 5F: 3 clusters Score -3903820 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3907395.250000 Penalty: 1022.889099
	Iteration 6Q: 3 clusters Score -3907395 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3909633.750000 Penalty: 1022.889099
	Iteration 7Q: 3 clusters Score -3909634 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3910869.500000 Penalty: 1022.889099
	Iteration 8Q: 3 clusters Score -3910870 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3911667.000000 Penalty: 1022.889099
	Iteration 9Q: 3 clusters Score -3911667 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3912215.250000 Penalty: 1022.889099
	Iteration 10Q: 3 clusters Score -3912215 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3912595.750000 Penalty: 1022.889099
	Iteration 11Q: 3 clusters Score -3912596 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3912839.000000 Penalty: 1022.889099
	Iteration 12Q: 3 clusters Score -3912839 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3912975.750000 Penalty: 1022.889099
	Iteration 13Q: 3 clusters Score -3912976 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3913074.250000 Penalty: 1022.889099
	Iteration 14Q: 3 clusters Score -3913074 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3913150.500000 Penalty: 1022.889099
	Iteration 15Q: 3 clusters Score -3913150 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3913212.500000 Penalty: 1022.889099
	Iteration 16Q: 3 clusters Score -3913212 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3913264.250000 Penalty: 1022.889099
	Iteration 17Q: 3 clusters Score -3913264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3913306.250000 Penalty: 1022.889099
	Iteration 18Q: 3 clusters Score -3913306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3913322.000000 Penalty: 1022.889099
	Iteration 19Q: 3 clusters Score -3913322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3913334.250000 Penalty: 1022.889099
	Iteration 20F: 3 clusters Score -3913334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3913345.250000 Penalty: 1022.889099
	Iteration 21Q: 3 clusters Score -3913345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3913350.500000 Penalty: 1022.889099
	Iteration 22Q: 3 clusters Score -3913350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3913357.500000 Penalty: 1022.889099
	Iteration 23Q: 3 clusters Score -3913358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3913364.750000 Penalty: 1022.889099
	Iteration 24Q: 3 clusters Score -3913365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3913370.000000 Penalty: 1022.889099
	Iteration 25Q: 3 clusters Score -3913370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3913376.500000 Penalty: 1022.889099
	Iteration 26Q: 3 clusters Score -3913376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3913380.250000 Penalty: 1022.889099
	Iteration 27Q: 3 clusters Score -3913380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3913379.000000 Penalty: 1022.889099
	Iteration 28Q: 3 clusters Score -3913379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3913383.250000 Penalty: 1022.889099
	Iteration 29Q: 3 clusters Score -3913383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3913382.750000 Penalty: 1022.889099
	Iteration 30Q: 3 clusters Score -3913383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3913384.000000 Penalty: 1022.889099
	Iteration 31Q: 3 clusters Score -3913384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3913386.500000 Penalty: 1022.889099
	Iteration 32Q: 3 clusters Score -3913386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3913386.250000 Penalty: 1022.889099
	Iteration 33Q: 3 clusters Score -3913386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3913387.750000 Penalty: 1022.889099
	Iteration 34Q: 3 clusters Score -3913388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3913386.500000 Penalty: 1022.889099
	Iteration 35Q: 3 clusters Score -3913386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3913387.750000 Penalty: 1022.889099
	Iteration 36Q: 3 clusters Score -3913388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3913387.750000 Penalty: 1022.889099
	Iteration 37F: 3 clusters Score -3913388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -7112.553223 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -7112.553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6893.678223 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -6893.678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6989.686035 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -6989.686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7012.739258 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -7012.739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7018.455566 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -7018.456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7019.841309 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -7019.841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7019.841309 Penalty: 451.618896
	Iteration 5F: 3 clusters Score -7019.841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -62324.433594 Penalty: 323.499512
	Iteration 0F: 2 clusters Score -62324.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61389.390625 Penalty: 646.999023
	Iteration 0F: 3 clusters Score -61389.39 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61692.898438 Penalty: 646.999023
	Iteration 1F: 3 clusters Score -61692.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -61753.539062 Penalty: 646.999023
	Iteration 2F: 3 clusters Score -61753.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -61785.269531 Penalty: 646.999023
	Iteration 3Q: 3 clusters Score -61785.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -61805.035156 Penalty: 646.999023
	Iteration 4Q: 3 clusters Score -61805.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -61819.417969 Penalty: 646.999023
	Iteration 5Q: 3 clusters Score -61819.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -61845.148438 Penalty: 646.999023
	Iteration 6Q: 3 clusters Score -61845.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -61864.917969 Penalty: 646.999023
	Iteration 7Q: 3 clusters Score -61864.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -61882.394531 Penalty: 646.999023
	Iteration 8Q: 3 clusters Score -61882.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61897.234375 Penalty: 646.999023
	Iteration 9Q: 3 clusters Score -61897.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61907.843750 Penalty: 646.999023
	Iteration 10Q: 3 clusters Score -61907.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -61915.750000 Penalty: 646.999023
	Iteration 11Q: 3 clusters Score -61915.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61920.757812 Penalty: 646.999023
	Iteration 12Q: 3 clusters Score -61920.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -61923.992188 Penalty: 646.999023
	Iteration 13Q: 3 clusters Score -61923.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -61928.179688 Penalty: 646.999023
	Iteration 14Q: 3 clusters Score -61928.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61931.707031 Penalty: 646.999023
	Iteration 15Q: 3 clusters Score -61931.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -61936.453125 Penalty: 646.999023
	Iteration 16Q: 3 clusters Score -61936.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61942.210938 Penalty: 646.999023
	Iteration 17Q: 3 clusters Score -61942.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61946.316406 Penalty: 646.999023
	Iteration 18Q: 3 clusters Score -61946.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -61948.593750 Penalty: 646.999023
	Iteration 19Q: 3 clusters Score -61948.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -61951.164062 Penalty: 646.999023
	Iteration 20F: 3 clusters Score -61951.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -61955.652344 Penalty: 646.999023
	Iteration 21Q: 3 clusters Score -61955.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -61957.800781 Penalty: 646.999023
	Iteration 22Q: 3 clusters Score -61957.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -61960.214844 Penalty: 646.999023
	Iteration 23Q: 3 clusters Score -61960.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -61961.128906 Penalty: 646.999023
	Iteration 24Q: 3 clusters Score -61961.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -61962.988281 Penalty: 646.999023
	Iteration 25Q: 3 clusters Score -61962.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61966.539062 Penalty: 646.999023
	Iteration 26Q: 3 clusters Score -61966.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61967.437500 Penalty: 646.999023
	Iteration 27Q: 3 clusters Score -61967.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -61968.878906 Penalty: 646.999023
	Iteration 28Q: 3 clusters Score -61968.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61971.859375 Penalty: 646.999023
	Iteration 29Q: 3 clusters Score -61971.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -61976.664062 Penalty: 646.999023
	Iteration 30Q: 3 clusters Score -61976.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -61979.996094 Penalty: 646.999023
	Iteration 31Q: 3 clusters Score -61980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -61987.402344 Penalty: 646.999023
	Iteration 32Q: 3 clusters Score -61987.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -61996.738281 Penalty: 646.999023
	Iteration 33Q: 3 clusters Score -61996.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -62006.941406 Penalty: 646.999023
	Iteration 34Q: 3 clusters Score -62006.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -62011.515625 Penalty: 646.999023
	Iteration 35Q: 3 clusters Score -62011.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -62016.929688 Penalty: 646.999023
	Iteration 36Q: 3 clusters Score -62016.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -62023.089844 Penalty: 646.999023
	Iteration 37Q: 3 clusters Score -62023.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -62029.625000 Penalty: 646.999023
	Iteration 38Q: 3 clusters Score -62029.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -62036.539062 Penalty: 646.999023
	Iteration 39Q: 3 clusters Score -62036.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -62042.847656 Penalty: 646.999023
	Iteration 40F: 3 clusters Score -62042.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -62050.527344 Penalty: 646.999023
	Iteration 41Q: 3 clusters Score -62050.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -62054.945312 Penalty: 646.999023
	Iteration 42Q: 3 clusters Score -62054.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -62056.996094 Penalty: 646.999023
	Iteration 43Q: 3 clusters Score -62057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -62061.292969 Penalty: 646.999023
	Iteration 44Q: 3 clusters Score -62061.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -62064.218750 Penalty: 646.999023
	Iteration 45Q: 3 clusters Score -62064.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -62065.953125 Penalty: 646.999023
	Iteration 46Q: 3 clusters Score -62065.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -62067.664062 Penalty: 646.999023
	Iteration 47Q: 3 clusters Score -62067.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -62069.484375 Penalty: 646.999023
	Iteration 48Q: 3 clusters Score -62069.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -62070.816406 Penalty: 646.999023
	Iteration 49Q: 3 clusters Score -62070.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -62072.664062 Penalty: 646.999023
	Iteration 50Q: 3 clusters Score -62072.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -62075.605469 Penalty: 646.999023
	Iteration 51Q: 3 clusters Score -62075.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -62078.636719 Penalty: 646.999023
	Iteration 52Q: 3 clusters Score -62078.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -62079.363281 Penalty: 646.999023
	Iteration 53Q: 3 clusters Score -62079.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -62079.949219 Penalty: 646.999023
	Iteration 54Q: 3 clusters Score -62079.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -62080.539062 Penalty: 646.999023
	Iteration 55Q: 3 clusters Score -62080.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -62081.980469 Penalty: 646.999023
	Iteration 56Q: 3 clusters Score -62081.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -62082.675781 Penalty: 646.999023
	Iteration 57Q: 3 clusters Score -62082.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -62083.093750 Penalty: 646.999023
	Iteration 58Q: 3 clusters Score -62083.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -62083.250000 Penalty: 646.999023
	Iteration 59Q: 3 clusters Score -62083.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -62083.250000 Penalty: 646.999023
	Iteration 60F: 3 clusters Score -62083.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -36289.371094 Penalty: 301.030945
	Iteration 0F: 2 clusters Score -36289.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35713.812500 Penalty: 602.061890
	Iteration 0F: 3 clusters Score -35713.81 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36064.437500 Penalty: 602.061890
	Iteration 1F: 3 clusters Score -36064.44 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -36169.085938 Penalty: 602.061890
	Iteration 2F: 3 clusters Score -36169.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -36224.957031 Penalty: 602.061890
	Iteration 3F: 3 clusters Score -36224.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36268.550781 Penalty: 602.061890
	Iteration 4Q: 3 clusters Score -36268.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36307.656250 Penalty: 602.061890
	Iteration 5Q: 3 clusters Score -36307.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -36328.613281 Penalty: 602.061890
	Iteration 6Q: 3 clusters Score -36328.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -36333.406250 Penalty: 602.061890
	Iteration 7Q: 3 clusters Score -36333.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36336.199219 Penalty: 602.061890
	Iteration 8Q: 3 clusters Score -36336.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36337.980469 Penalty: 602.061890
	Iteration 9Q: 3 clusters Score -36337.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36340.367188 Penalty: 602.061890
	Iteration 10Q: 3 clusters Score -36340.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36340.878906 Penalty: 602.061890
	Iteration 11Q: 3 clusters Score -36340.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36340.878906 Penalty: 602.061890
	Iteration 12F: 3 clusters Score -36340.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100771 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 59770 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 57404 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 91472 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85846 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 406 members 
Mstep: Class 28 contains 66244 members 
Mstep: Class 29 contains 25255 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 140594 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 95804 members 
Mstep: Class 40 contains 113900 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95262 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7968 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12096 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176801 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 79749 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 76156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 376 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 2910 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14450 members 
Mstep: Class 65 contains 105893 members 
Mstep: Class 66 contains 16614 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4878 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Mstep: Class 74 contains 6850 members 
Mstep: Class 75 contains 9937 members 
Mstep: Class 76 contains 371 members 
Entering Unmasked Estep 
Score: -90684824.000000 Penalty: 50111.023438
Splitting cluster 59 changes total score from -90684080.000000 to -90684824.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 60 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -14823.514648 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -14823.51 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 146 members 
Entering Unmasked Estep 
Score: -14456.359375 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -14456.36 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14561.661133 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -14561.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14610.008789 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -14610.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14625.324219 Penalty: 516.584595
	Iteration 3Q: 3 clusters Score -14625.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14645.981445 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -14645.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14660.878906 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -14660.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14669.288086 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -14669.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14672.887695 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -14672.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14675.605469 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -14675.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14677.271484 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -14677.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14679.375000 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -14679.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14681.715820 Penalty: 516.584595
	Iteration 11Q: 3 clusters Score -14681.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14682.460938 Penalty: 516.584595
	Iteration 12Q: 3 clusters Score -14682.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14682.885742 Penalty: 516.584595
	Iteration 13Q: 3 clusters Score -14682.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14682.885742 Penalty: 516.584595
	Iteration 14F: 3 clusters Score -14682.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -146044.468750 Penalty: 362.903839
	Iteration 0F: 2 clusters Score -146044.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -144050.359375 Penalty: 725.807678
	Iteration 0F: 3 clusters Score -144050.4 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -144759.109375 Penalty: 725.807678
	Iteration 1F: 3 clusters Score -144759.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -144867.906250 Penalty: 725.807678
	Iteration 2F: 3 clusters Score -144867.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -144974.656250 Penalty: 725.807678
	Iteration 3F: 3 clusters Score -144974.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -145098.078125 Penalty: 725.807678
	Iteration 4F: 3 clusters Score -145098.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -145212.875000 Penalty: 725.807678
	Iteration 5Q: 3 clusters Score -145212.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -145321.609375 Penalty: 725.807678
	Iteration 6F: 3 clusters Score -145321.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -145403.968750 Penalty: 725.807678
	Iteration 7Q: 3 clusters Score -145404 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -145469.015625 Penalty: 725.807678
	Iteration 8Q: 3 clusters Score -145469 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -145530.156250 Penalty: 725.807678
	Iteration 9Q: 3 clusters Score -145530.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -145565.062500 Penalty: 725.807678
	Iteration 10Q: 3 clusters Score -145565.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -145596.953125 Penalty: 725.807678
	Iteration 11Q: 3 clusters Score -145597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -145623.078125 Penalty: 725.807678
	Iteration 12Q: 3 clusters Score -145623.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -145641.125000 Penalty: 725.807678
	Iteration 13Q: 3 clusters Score -145641.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -145654.218750 Penalty: 725.807678
	Iteration 14Q: 3 clusters Score -145654.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -145662.531250 Penalty: 725.807678
	Iteration 15Q: 3 clusters Score -145662.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -145668.656250 Penalty: 725.807678
	Iteration 16Q: 3 clusters Score -145668.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -145674.359375 Penalty: 725.807678
	Iteration 17Q: 3 clusters Score -145674.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -145678.390625 Penalty: 725.807678
	Iteration 18Q: 3 clusters Score -145678.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -145680.328125 Penalty: 725.807678
	Iteration 19Q: 3 clusters Score -145680.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -145682.375000 Penalty: 725.807678
	Iteration 20F: 3 clusters Score -145682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -145684.703125 Penalty: 725.807678
	Iteration 21Q: 3 clusters Score -145684.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -145687.437500 Penalty: 725.807678
	Iteration 22Q: 3 clusters Score -145687.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -145688.187500 Penalty: 725.807678
	Iteration 23Q: 3 clusters Score -145688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -145688.984375 Penalty: 725.807678
	Iteration 24Q: 3 clusters Score -145689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -145689.171875 Penalty: 725.807678
	Iteration 25Q: 3 clusters Score -145689.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -145689.968750 Penalty: 725.807678
	Iteration 26Q: 3 clusters Score -145690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -145690.828125 Penalty: 725.807678
	Iteration 27Q: 3 clusters Score -145690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -145691.687500 Penalty: 725.807678
	Iteration 28Q: 3 clusters Score -145691.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -145692.859375 Penalty: 725.807678
	Iteration 29Q: 3 clusters Score -145692.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -145695.593750 Penalty: 725.807678
	Iteration 30Q: 3 clusters Score -145695.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -145697.328125 Penalty: 725.807678
	Iteration 31Q: 3 clusters Score -145697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -145698.625000 Penalty: 725.807678
	Iteration 32Q: 3 clusters Score -145698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -145699.312500 Penalty: 725.807678
	Iteration 33Q: 3 clusters Score -145699.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -145700.843750 Penalty: 725.807678
	Iteration 34Q: 3 clusters Score -145700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -145701.671875 Penalty: 725.807678
	Iteration 35Q: 3 clusters Score -145701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -145701.671875 Penalty: 725.807678
	Iteration 36Q: 3 clusters Score -145701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -145701.906250 Penalty: 725.807678
	Iteration 37Q: 3 clusters Score -145701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -145701.937500 Penalty: 725.807678
	Iteration 38Q: 3 clusters Score -145701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -145702.046875 Penalty: 725.807678
	Iteration 39Q: 3 clusters Score -145702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -145702.046875 Penalty: 725.807678
	Iteration 40F: 3 clusters Score -145702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -25004.880859 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -25004.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24545.894531 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -24545.89 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24705.466797 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -24705.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24749.554688 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -24749.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -24775.410156 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -24775.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24785.591797 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -24785.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24788.261719 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -24788.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -24789.402344 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -24789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24790.566406 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -24790.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24793.435547 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -24793.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -24796.673828 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -24796.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24798.003906 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -24798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24798.185547 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -24798.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24798.185547 Penalty: 563.318665
	Iteration 12F: 3 clusters Score -24798.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -19809.445312 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -19809.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19378.166016 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -19378.17 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19485.289062 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -19485.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19548.570312 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -19548.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19605.195312 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -19605.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19668.478516 Penalty: 545.903259
	Iteration 4F: 3 clusters Score -19668.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19681.220703 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -19681.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19690.574219 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -19690.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19707.859375 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -19707.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19715.556641 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -19715.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19720.441406 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -19720.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19723.332031 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -19723.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19726.501953 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -19726.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19731.945312 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -19731.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19735.533203 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -19735.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19741.421875 Penalty: 545.903259
	Iteration 14Q: 3 clusters Score -19741.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19754.117188 Penalty: 545.903259
	Iteration 15Q: 3 clusters Score -19754.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19770.197266 Penalty: 545.903259
	Iteration 16Q: 3 clusters Score -19770.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19788.548828 Penalty: 545.903259
	Iteration 17Q: 3 clusters Score -19788.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19792.357422 Penalty: 545.903259
	Iteration 18Q: 3 clusters Score -19792.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19795.380859 Penalty: 545.903259
	Iteration 19Q: 3 clusters Score -19795.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19798.804688 Penalty: 545.903259
	Iteration 20F: 3 clusters Score -19798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19799.722656 Penalty: 545.903259
	Iteration 21Q: 3 clusters Score -19799.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19800.166016 Penalty: 545.903259
	Iteration 22Q: 3 clusters Score -19800.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19800.166016 Penalty: 545.903259
	Iteration 23F: 3 clusters Score -19800.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (14450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Entering Unmasked Estep 
Score: -717107.312500 Penalty: 435.819427
	Iteration 0F: 2 clusters Score -717107.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -707564.875000 Penalty: 871.638855
	Iteration 0F: 3 clusters Score -707564.9 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -711430.000000 Penalty: 871.638855
	Iteration 1F: 3 clusters Score -711430 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -711709.437500 Penalty: 871.638855
	Iteration 2F: 3 clusters Score -711709.4 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -712110.062500 Penalty: 871.638855
	Iteration 3F: 3 clusters Score -712110.1 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -712647.250000 Penalty: 871.638855
	Iteration 4F: 3 clusters Score -712647.2 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -713409.562500 Penalty: 871.638855
	Iteration 5F: 3 clusters Score -713409.6 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -714311.687500 Penalty: 871.638855
	Iteration 6F: 3 clusters Score -714311.7 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -715177.500000 Penalty: 871.638855
	Iteration 7F: 3 clusters Score -715177.5 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -715863.375000 Penalty: 871.638855
	Iteration 8Q: 3 clusters Score -715863.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -716306.500000 Penalty: 871.638855
	Iteration 9Q: 3 clusters Score -716306.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -716530.687500 Penalty: 871.638855
	Iteration 10Q: 3 clusters Score -716530.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -716628.312500 Penalty: 871.638855
	Iteration 11Q: 3 clusters Score -716628.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -716665.437500 Penalty: 871.638855
	Iteration 12Q: 3 clusters Score -716665.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -716692.625000 Penalty: 871.638855
	Iteration 13Q: 3 clusters Score -716692.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -716704.687500 Penalty: 871.638855
	Iteration 14Q: 3 clusters Score -716704.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -716718.937500 Penalty: 871.638855
	Iteration 15Q: 3 clusters Score -716718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -716731.750000 Penalty: 871.638855
	Iteration 16Q: 3 clusters Score -716731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -716737.062500 Penalty: 871.638855
	Iteration 17Q: 3 clusters Score -716737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -716736.937500 Penalty: 871.638855
	Iteration 18Q: 3 clusters Score -716736.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -716736.937500 Penalty: 871.638855
	Iteration 19F: 3 clusters Score -716736.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (105893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105893 members 
Entering Unmasked Estep 
Score: -5418935.500000 Penalty: 526.443420
	Iteration 0F: 2 clusters Score -5418936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -5349028.500000 Penalty: 1052.886841
	Iteration 0F: 3 clusters Score -5349028 nChanged 52102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -5382883.500000 Penalty: 1052.886841
	Iteration 1F: 3 clusters Score -5382884 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5386393.500000 Penalty: 1052.886841
	Iteration 2F: 3 clusters Score -5386394 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -5393152.500000 Penalty: 1052.886841
	Iteration 3F: 3 clusters Score -5393152 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -5402075.500000 Penalty: 1052.886841
	Iteration 4F: 3 clusters Score -5402076 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -5408040.500000 Penalty: 1052.886841
	Iteration 5F: 3 clusters Score -5408040 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -5410412.500000 Penalty: 1052.886841
	Iteration 6Q: 3 clusters Score -5410412 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -5411788.500000 Penalty: 1052.886841
	Iteration 7Q: 3 clusters Score -5411788 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -5412948.500000 Penalty: 1052.886841
	Iteration 8Q: 3 clusters Score -5412948 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -5413813.500000 Penalty: 1052.886841
	Iteration 9Q: 3 clusters Score -5413814 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -5414589.500000 Penalty: 1052.886841
	Iteration 10Q: 3 clusters Score -5414590 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -5415190.500000 Penalty: 1052.886841
	Iteration 11Q: 3 clusters Score -5415190 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -5415690.000000 Penalty: 1052.886841
	Iteration 12Q: 3 clusters Score -5415690 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -5416000.500000 Penalty: 1052.886841
	Iteration 13Q: 3 clusters Score -5416000 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -5416183.500000 Penalty: 1052.886841
	Iteration 14Q: 3 clusters Score -5416184 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5416338.000000 Penalty: 1052.886841
	Iteration 15Q: 3 clusters Score -5416338 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -5416437.500000 Penalty: 1052.886841
	Iteration 16Q: 3 clusters Score -5416438 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5416510.500000 Penalty: 1052.886841
	Iteration 17Q: 3 clusters Score -5416510 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -5416561.000000 Penalty: 1052.886841
	Iteration 18Q: 3 clusters Score -5416561 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -5416602.000000 Penalty: 1052.886841
	Iteration 19Q: 3 clusters Score -5416602 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -5416626.500000 Penalty: 1052.886841
	Iteration 20F: 3 clusters Score -5416626 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -5416655.500000 Penalty: 1052.886841
	Iteration 21Q: 3 clusters Score -5416656 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -5416670.000000 Penalty: 1052.886841
	Iteration 22Q: 3 clusters Score -5416670 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -5416695.500000 Penalty: 1052.886841
	Iteration 23Q: 3 clusters Score -5416696 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -5416734.000000 Penalty: 1052.886841
	Iteration 24Q: 3 clusters Score -5416734 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -5416759.500000 Penalty: 1052.886841
	Iteration 25Q: 3 clusters Score -5416760 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -5416776.500000 Penalty: 1052.886841
	Iteration 26Q: 3 clusters Score -5416776 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -5416793.000000 Penalty: 1052.886841
	Iteration 27Q: 3 clusters Score -5416793 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -5416820.500000 Penalty: 1052.886841
	Iteration 28Q: 3 clusters Score -5416820 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -5416815.500000 Penalty: 1052.886841
	Iteration 29Q: 3 clusters Score -5416816 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -5416832.500000 Penalty: 1052.886841
	Iteration 30Q: 3 clusters Score -5416832 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -5416830.500000 Penalty: 1052.886841
	Iteration 31Q: 3 clusters Score -5416830 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -5416827.500000 Penalty: 1052.886841
	Iteration 32Q: 3 clusters Score -5416828 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -5416828.000000 Penalty: 1052.886841
	Iteration 33Q: 3 clusters Score -5416828 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -5416839.000000 Penalty: 1052.886841
	Iteration 34Q: 3 clusters Score -5416839 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71609 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -5416858.000000 Penalty: 1052.886841
	Iteration 35Q: 3 clusters Score -5416858 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -5416875.000000 Penalty: 1052.886841
	Iteration 36Q: 3 clusters Score -5416875 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72001 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5416875 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -5416882.500000 Penalty: 1052.886841
	Iteration 38Q: 3 clusters Score -5416882 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -5416889.500000 Penalty: 1052.886841
	Iteration 39Q: 3 clusters Score -5416890 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72618 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5416911 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5416928 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5416943 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5416955 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5416959 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5416965 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5416984 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5417000 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5417012 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5417024 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5417047 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -5417062.000000 Penalty: 1052.886841
	Iteration 51Q: 3 clusters Score -5417062 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5417080 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75628 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5417123 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5417116 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5417122 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5417138 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76550 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5417174 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -5417221.500000 Penalty: 1052.886841
	Iteration 58Q: 3 clusters Score -5417222 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -5417245.500000 Penalty: 1052.886841
	Iteration 59Q: 3 clusters Score -5417246 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5417246 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5417243 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -5417242.500000 Penalty: 1052.886841
	Iteration 62Q: 3 clusters Score -5417242 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5417264 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -5417265.000000 Penalty: 1052.886841
	Iteration 64Q: 3 clusters Score -5417265 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5417270 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5417298 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5417320 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5417338 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5417352 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5417365 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5417391 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5417410 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5417405 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5417432 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5417438 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5417470 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5417498 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5417527 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5417520 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -5417528.500000 Penalty: 1052.886841
	Iteration 80F: 3 clusters Score -5417528 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82513 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5417554 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -5417539.000000 Penalty: 1052.886841
	Iteration 82Q: 3 clusters Score -5417539 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5417540 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -5417541.000000 Penalty: 1052.886841
	Iteration 84Q: 3 clusters Score -5417541 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5417574.000000 Penalty: 1052.886841
	Iteration 85Q: 3 clusters Score -5417574 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5417608 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -5417629.000000 Penalty: 1052.886841
	Iteration 87Q: 3 clusters Score -5417629 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5417669 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5417680 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5417676.000000 Penalty: 1052.886841
	Iteration 90Q: 3 clusters Score -5417676 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5417674 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5417700 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5417708 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -5417721.500000 Penalty: 1052.886841
	Iteration 94Q: 3 clusters Score -5417722 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -5417735.500000 Penalty: 1052.886841
	Iteration 95Q: 3 clusters Score -5417736 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -5417749.000000 Penalty: 1052.886841
	Iteration 96Q: 3 clusters Score -5417749 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -5417763.500000 Penalty: 1052.886841
	Iteration 97Q: 3 clusters Score -5417764 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5417763 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -5417769.000000 Penalty: 1052.886841
	Iteration 99Q: 3 clusters Score -5417769 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -5417779.500000 Penalty: 1052.886841
	Iteration 100F: 3 clusters Score -5417780 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88821 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -5417759.500000 Penalty: 1052.886841
	Iteration 101Q: 3 clusters Score -5417760 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -5417752.000000 Penalty: 1052.886841
	Iteration 102Q: 3 clusters Score -5417752 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89462 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5417764 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5417768 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5417780 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5417785 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5417778 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5417800 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -5417791.500000 Penalty: 1052.886841
	Iteration 109Q: 3 clusters Score -5417792 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92067 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5417780 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -5417758.000000 Penalty: 1052.886841
	Iteration 111Q: 3 clusters Score -5417758 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -5417772.000000 Penalty: 1052.886841
	Iteration 112Q: 3 clusters Score -5417772 nChanged 399
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Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -5417786.000000 Penalty: 1052.886841
	Iteration 113Q: 3 clusters Score -5417786 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -5417783.000000 Penalty: 1052.886841
	Iteration 114Q: 3 clusters Score -5417783 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5417799 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -5417826.500000 Penalty: 1052.886841
	Iteration 116Q: 3 clusters Score -5417826 nChanged 405
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -5417801.500000 Penalty: 1052.886841
	Iteration 117Q: 3 clusters Score -5417802 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95145 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -5417798.000000 Penalty: 1052.886841
	Iteration 118Q: 3 clusters Score -5417798 nChanged 399
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -5417791.500000 Penalty: 1052.886841
	Iteration 119Q: 3 clusters Score -5417792 nChanged 391
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95935 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -5417805.500000 Penalty: 1052.886841
	Iteration 120F: 3 clusters Score -5417806 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -5417821.500000 Penalty: 1052.886841
	Iteration 121Q: 3 clusters Score -5417822 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96856 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -5417831.000000 Penalty: 1052.886841
	Iteration 122Q: 3 clusters Score -5417831 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97332 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5417872 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -5417884.500000 Penalty: 1052.886841
	Iteration 124Q: 3 clusters Score -5417884 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -5417933.000000 Penalty: 1052.886841
	Iteration 125Q: 3 clusters Score -5417933 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -5418061.000000 Penalty: 1052.886841
	Iteration 126Q: 3 clusters Score -5418061 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -5418233.000000 Penalty: 1052.886841
	Iteration 127Q: 3 clusters Score -5418233 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100078 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -5418416.500000 Penalty: 1052.886841
	Iteration 128Q: 3 clusters Score -5418416 nChanged 539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100591 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -5418612.000000 Penalty: 1052.886841
	Iteration 129Q: 3 clusters Score -5418612 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100980 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5418770.500000 Penalty: 1052.886841
	Iteration 130Q: 3 clusters Score -5418770 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -5418906.000000 Penalty: 1052.886841
	Iteration 131Q: 3 clusters Score -5418906 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -5419011.000000 Penalty: 1052.886841
	Iteration 132Q: 3 clusters Score -5419011 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101871 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5419079.500000 Penalty: 1052.886841
	Iteration 133Q: 3 clusters Score -5419080 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102062 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -5419113.500000 Penalty: 1052.886841
	Iteration 134Q: 3 clusters Score -5419114 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5419156.500000 Penalty: 1052.886841
	Iteration 135Q: 3 clusters Score -5419156 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102368 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -5419179.500000 Penalty: 1052.886841
	Iteration 136Q: 3 clusters Score -5419180 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5419184.000000 Penalty: 1052.886841
	Iteration 137Q: 3 clusters Score -5419184 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5419199.500000 Penalty: 1052.886841
	Iteration 138Q: 3 clusters Score -5419200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5419200.000000 Penalty: 1052.886841
	Iteration 139Q: 3 clusters Score -5419200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -5419206.500000 Penalty: 1052.886841
	Iteration 140F: 3 clusters Score -5419206 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102773 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5419204.000000 Penalty: 1052.886841
	Iteration 141Q: 3 clusters Score -5419204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5419209.500000 Penalty: 1052.886841
	Iteration 142Q: 3 clusters Score -5419210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102896 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5419209.000000 Penalty: 1052.886841
	Iteration 143Q: 3 clusters Score -5419209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102959 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5419212.000000 Penalty: 1052.886841
	Iteration 144Q: 3 clusters Score -5419212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5419222.000000 Penalty: 1052.886841
	Iteration 145Q: 3 clusters Score -5419222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5419214.500000 Penalty: 1052.886841
	Iteration 146Q: 3 clusters Score -5419214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5419225.000000 Penalty: 1052.886841
	Iteration 147Q: 3 clusters Score -5419225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5419219.000000 Penalty: 1052.886841
	Iteration 148Q: 3 clusters Score -5419219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103162 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5419219.500000 Penalty: 1052.886841
	Iteration 149Q: 3 clusters Score -5419220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103181 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5419217.500000 Penalty: 1052.886841
	Iteration 150Q: 3 clusters Score -5419218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5419221.000000 Penalty: 1052.886841
	Iteration 151Q: 3 clusters Score -5419221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5419219.000000 Penalty: 1052.886841
	Iteration 152Q: 3 clusters Score -5419219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5419219.500000 Penalty: 1052.886841
	Iteration 153Q: 3 clusters Score -5419220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5419210.000000 Penalty: 1052.886841
	Iteration 154Q: 3 clusters Score -5419210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103270 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5419208.500000 Penalty: 1052.886841
	Iteration 155Q: 3 clusters Score -5419208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103295 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5419212.000000 Penalty: 1052.886841
	Iteration 156Q: 3 clusters Score -5419212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103317 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5419214.500000 Penalty: 1052.886841
	Iteration 157Q: 3 clusters Score -5419214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5419218.500000 Penalty: 1052.886841
	Iteration 158Q: 3 clusters Score -5419218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5419218.500000 Penalty: 1052.886841
	Iteration 159Q: 3 clusters Score -5419218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5419222.000000 Penalty: 1052.886841
	Iteration 160F: 3 clusters Score -5419222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103405 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5419230.500000 Penalty: 1052.886841
	Iteration 161Q: 3 clusters Score -5419230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5419223.500000 Penalty: 1052.886841
	Iteration 162Q: 3 clusters Score -5419224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5419230.500000 Penalty: 1052.886841
	Iteration 163Q: 3 clusters Score -5419230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5419227.000000 Penalty: 1052.886841
	Iteration 164Q: 3 clusters Score -5419227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5419231.000000 Penalty: 1052.886841
	Iteration 165Q: 3 clusters Score -5419231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5419227.000000 Penalty: 1052.886841
	Iteration 166Q: 3 clusters Score -5419227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103432 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5419236.000000 Penalty: 1052.886841
	Iteration 167Q: 3 clusters Score -5419236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5419239.500000 Penalty: 1052.886841
	Iteration 168Q: 3 clusters Score -5419240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5419239.000000 Penalty: 1052.886841
	Iteration 169Q: 3 clusters Score -5419239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5419233.000000 Penalty: 1052.886841
	Iteration 170Q: 3 clusters Score -5419233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5419240.500000 Penalty: 1052.886841
	Iteration 171Q: 3 clusters Score -5419240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5419237.500000 Penalty: 1052.886841
	Iteration 172Q: 3 clusters Score -5419238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5419233.000000 Penalty: 1052.886841
	Iteration 173Q: 3 clusters Score -5419233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5419235.000000 Penalty: 1052.886841
	Iteration 174Q: 3 clusters Score -5419235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5419236.500000 Penalty: 1052.886841
	Iteration 175Q: 3 clusters Score -5419236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5419237.500000 Penalty: 1052.886841
	Iteration 176Q: 3 clusters Score -5419238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5419236.000000 Penalty: 1052.886841
	Iteration 177Q: 3 clusters Score -5419236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103422 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5419235.500000 Penalty: 1052.886841
	Iteration 178Q: 3 clusters Score -5419236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103425 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5419239.000000 Penalty: 1052.886841
	Iteration 179Q: 3 clusters Score -5419239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103420 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5419242.500000 Penalty: 1052.886841
	Iteration 180F: 3 clusters Score -5419242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5419234.000000 Penalty: 1052.886841
	Iteration 181Q: 3 clusters Score -5419234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103407 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5419229.000000 Penalty: 1052.886841
	Iteration 182Q: 3 clusters Score -5419229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5419233.500000 Penalty: 1052.886841
	Iteration 183Q: 3 clusters Score -5419234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5419230.000000 Penalty: 1052.886841
	Iteration 184Q: 3 clusters Score -5419230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5419233.500000 Penalty: 1052.886841
	Iteration 185Q: 3 clusters Score -5419234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5419236.000000 Penalty: 1052.886841
	Iteration 186Q: 3 clusters Score -5419236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5419235.500000 Penalty: 1052.886841
	Iteration 187Q: 3 clusters Score -5419236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103399 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5419237.500000 Penalty: 1052.886841
	Iteration 188Q: 3 clusters Score -5419238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103399 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5419237.500000 Penalty: 1052.886841
	Iteration 189F: 3 clusters Score -5419238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100771 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 59770 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 57404 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 91472 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85846 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 406 members 
Mstep: Class 28 contains 66244 members 
Mstep: Class 29 contains 25255 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 140594 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 95804 members 
Mstep: Class 40 contains 113900 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95262 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7968 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12096 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176801 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 79749 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 76156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 376 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 2910 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14450 members 
Mstep: Class 65 contains 103399 members 
Mstep: Class 66 contains 16614 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4878 members 
Mstep: Class 71 contains 293 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Mstep: Class 74 contains 6850 members 
Mstep: Class 75 contains 9937 members 
Mstep: Class 76 contains 371 members 
Mstep: Class 77 contains 2494 members 
Entering Unmasked Estep 
Score: -90684792.000000 Penalty: 50770.378906
Splitting cluster 65 changes total score from -90684080.000000 to -90684792.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 66 (16614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Entering Unmasked Estep 
Score: -884424.875000 Penalty: 442.169067
	Iteration 0F: 2 clusters Score -884424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -873292.437500 Penalty: 884.338135
	Iteration 0F: 3 clusters Score -873292.4 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -878017.250000 Penalty: 884.338135
	Iteration 1F: 3 clusters Score -878017.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -878419.000000 Penalty: 884.338135
	Iteration 2F: 3 clusters Score -878419 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -879051.125000 Penalty: 884.338135
	Iteration 3F: 3 clusters Score -879051.1 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -879981.687500 Penalty: 884.338135
	Iteration 4F: 3 clusters Score -879981.7 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -881115.312500 Penalty: 884.338135
	Iteration 5F: 3 clusters Score -881115.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -882029.125000 Penalty: 884.338135
	Iteration 6F: 3 clusters Score -882029.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -882471.312500 Penalty: 884.338135
	Iteration 7Q: 3 clusters Score -882471.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -882694.062500 Penalty: 884.338135
	Iteration 8Q: 3 clusters Score -882694.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -882845.437500 Penalty: 884.338135
	Iteration 9Q: 3 clusters Score -882845.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -882947.062500 Penalty: 884.338135
	Iteration 10Q: 3 clusters Score -882947.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -883028.750000 Penalty: 884.338135
	Iteration 11Q: 3 clusters Score -883028.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -883101.937500 Penalty: 884.338135
	Iteration 12Q: 3 clusters Score -883101.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -883160.937500 Penalty: 884.338135
	Iteration 13Q: 3 clusters Score -883160.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -883211.812500 Penalty: 884.338135
	Iteration 14Q: 3 clusters Score -883211.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -883254.750000 Penalty: 884.338135
	Iteration 15Q: 3 clusters Score -883254.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -883296.375000 Penalty: 884.338135
	Iteration 16Q: 3 clusters Score -883296.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -883342.250000 Penalty: 884.338135
	Iteration 17Q: 3 clusters Score -883342.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -883391.000000 Penalty: 884.338135
	Iteration 18Q: 3 clusters Score -883391 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -883433.125000 Penalty: 884.338135
	Iteration 19Q: 3 clusters Score -883433.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -883477.437500 Penalty: 884.338135
	Iteration 20F: 3 clusters Score -883477.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -883506.500000 Penalty: 884.338135
	Iteration 21Q: 3 clusters Score -883506.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -883537.875000 Penalty: 884.338135
	Iteration 22Q: 3 clusters Score -883537.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -883568.312500 Penalty: 884.338135
	Iteration 23Q: 3 clusters Score -883568.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -883589.062500 Penalty: 884.338135
	Iteration 24Q: 3 clusters Score -883589.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -883612.875000 Penalty: 884.338135
	Iteration 25Q: 3 clusters Score -883612.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -883639.000000 Penalty: 884.338135
	Iteration 26Q: 3 clusters Score -883639 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -883673.187500 Penalty: 884.338135
	Iteration 27Q: 3 clusters Score -883673.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -883707.687500 Penalty: 884.338135
	Iteration 28Q: 3 clusters Score -883707.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -883744.625000 Penalty: 884.338135
	Iteration 29Q: 3 clusters Score -883744.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -883780.625000 Penalty: 884.338135
	Iteration 30Q: 3 clusters Score -883780.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -883803.125000 Penalty: 884.338135
	Iteration 31Q: 3 clusters Score -883803.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -883831.187500 Penalty: 884.338135
	Iteration 32Q: 3 clusters Score -883831.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -883862.562500 Penalty: 884.338135
	Iteration 33Q: 3 clusters Score -883862.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -883894.625000 Penalty: 884.338135
	Iteration 34Q: 3 clusters Score -883894.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -883924.250000 Penalty: 884.338135
	Iteration 35Q: 3 clusters Score -883924.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -883953.750000 Penalty: 884.338135
	Iteration 36Q: 3 clusters Score -883953.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -883976.687500 Penalty: 884.338135
	Iteration 37Q: 3 clusters Score -883976.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -883996.937500 Penalty: 884.338135
	Iteration 38Q: 3 clusters Score -883996.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -884014.750000 Penalty: 884.338135
	Iteration 39Q: 3 clusters Score -884014.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -884035.562500 Penalty: 884.338135
	Iteration 40F: 3 clusters Score -884035.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -884048.437500 Penalty: 884.338135
	Iteration 41Q: 3 clusters Score -884048.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -884055.750000 Penalty: 884.338135
	Iteration 42Q: 3 clusters Score -884055.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -884063.625000 Penalty: 884.338135
	Iteration 43Q: 3 clusters Score -884063.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -884075.500000 Penalty: 884.338135
	Iteration 44Q: 3 clusters Score -884075.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -884080.812500 Penalty: 884.338135
	Iteration 45Q: 3 clusters Score -884080.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -884085.875000 Penalty: 884.338135
	Iteration 46Q: 3 clusters Score -884085.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -884092.937500 Penalty: 884.338135
	Iteration 47Q: 3 clusters Score -884092.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -884095.750000 Penalty: 884.338135
	Iteration 48Q: 3 clusters Score -884095.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -884100.937500 Penalty: 884.338135
	Iteration 49Q: 3 clusters Score -884100.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -884103.312500 Penalty: 884.338135
	Iteration 50Q: 3 clusters Score -884103.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -884106.250000 Penalty: 884.338135
	Iteration 51Q: 3 clusters Score -884106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -884109.812500 Penalty: 884.338135
	Iteration 52Q: 3 clusters Score -884109.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -884112.437500 Penalty: 884.338135
	Iteration 53Q: 3 clusters Score -884112.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -884116.062500 Penalty: 884.338135
	Iteration 54Q: 3 clusters Score -884116.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -884117.187500 Penalty: 884.338135
	Iteration 55Q: 3 clusters Score -884117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -884117.625000 Penalty: 884.338135
	Iteration 56Q: 3 clusters Score -884117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -884120.812500 Penalty: 884.338135
	Iteration 57Q: 3 clusters Score -884120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -884122.187500 Penalty: 884.338135
	Iteration 58Q: 3 clusters Score -884122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -884122.375000 Penalty: 884.338135
	Iteration 59Q: 3 clusters Score -884122.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -884124.187500 Penalty: 884.338135
	Iteration 60F: 3 clusters Score -884124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -884123.875000 Penalty: 884.338135
	Iteration 61Q: 3 clusters Score -884123.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -884126.250000 Penalty: 884.338135
	Iteration 62Q: 3 clusters Score -884126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -884125.625000 Penalty: 884.338135
	Iteration 63Q: 3 clusters Score -884125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -884125.687500 Penalty: 884.338135
	Iteration 64Q: 3 clusters Score -884125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -884126.812500 Penalty: 884.338135
	Iteration 65Q: 3 clusters Score -884126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -884126.437500 Penalty: 884.338135
	Iteration 66Q: 3 clusters Score -884126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -884127.375000 Penalty: 884.338135
	Iteration 67Q: 3 clusters Score -884127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -884127.375000 Penalty: 884.338135
	Iteration 68F: 3 clusters Score -884127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -7654.768066 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -7654.768 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 65 members 
Entering Unmasked Estep 
Score: -7429.084473 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -7429.084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7546.873047 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -7546.873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7585.249512 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -7585.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7593.347168 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -7593.347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7594.156738 Penalty: 460.696136
	Iteration 4Q: 3 clusters Score -7594.157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7594.156738 Penalty: 460.696136
	Iteration 5F: 3 clusters Score -7594.157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -38010.628906 Penalty: 304.883270
	Iteration 0F: 2 clusters Score -38010.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -37366.183594 Penalty: 609.766541
	Iteration 0F: 3 clusters Score -37366.18 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -37727.425781 Penalty: 609.766541
	Iteration 1F: 3 clusters Score -37727.43 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -37792.007812 Penalty: 609.766541
	Iteration 2F: 3 clusters Score -37792.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37825.781250 Penalty: 609.766541
	Iteration 3F: 3 clusters Score -37825.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -37854.421875 Penalty: 609.766541
	Iteration 4Q: 3 clusters Score -37854.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -37873.421875 Penalty: 609.766541
	Iteration 5Q: 3 clusters Score -37873.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -37885.183594 Penalty: 609.766541
	Iteration 6Q: 3 clusters Score -37885.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37896.343750 Penalty: 609.766541
	Iteration 7Q: 3 clusters Score -37896.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37906.421875 Penalty: 609.766541
	Iteration 8Q: 3 clusters Score -37906.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37910.941406 Penalty: 609.766541
	Iteration 9Q: 3 clusters Score -37910.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -37914.132812 Penalty: 609.766541
	Iteration 10Q: 3 clusters Score -37914.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -37916.500000 Penalty: 609.766541
	Iteration 11Q: 3 clusters Score -37916.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -37920.792969 Penalty: 609.766541
	Iteration 12Q: 3 clusters Score -37920.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -37923.265625 Penalty: 609.766541
	Iteration 13Q: 3 clusters Score -37923.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37924.078125 Penalty: 609.766541
	Iteration 14Q: 3 clusters Score -37924.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37924.167969 Penalty: 609.766541
	Iteration 15Q: 3 clusters Score -37924.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37926.941406 Penalty: 609.766541
	Iteration 16Q: 3 clusters Score -37926.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37929.453125 Penalty: 609.766541
	Iteration 17Q: 3 clusters Score -37929.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37930.226562 Penalty: 609.766541
	Iteration 18Q: 3 clusters Score -37930.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37930.589844 Penalty: 609.766541
	Iteration 19Q: 3 clusters Score -37930.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -37930.664062 Penalty: 609.766541
	Iteration 20F: 3 clusters Score -37930.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -18803.636719 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -18803.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18348.458984 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -18348.46 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18512.564453 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -18512.56 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18598.710938 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -18598.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18629.476562 Penalty: 550.740112
	Iteration 3F: 3 clusters Score -18629.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18648.123047 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -18648.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18667.560547 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -18667.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18704.664062 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -18704.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18731.259766 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -18731.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18737.494141 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -18737.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18741.482422 Penalty: 550.740112
	Iteration 9Q: 3 clusters Score -18741.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18747.000000 Penalty: 550.740112
	Iteration 10Q: 3 clusters Score -18747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18749.419922 Penalty: 550.740112
	Iteration 11Q: 3 clusters Score -18749.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18750.738281 Penalty: 550.740112
	Iteration 12Q: 3 clusters Score -18750.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18751.500000 Penalty: 550.740112
	Iteration 13F: 3 clusters Score -18751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18754.400391 Penalty: 550.740112
	Iteration 14Q: 3 clusters Score -18754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18754.400391 Penalty: 550.740112
	Iteration 15F: 3 clusters Score -18754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -262607.937500 Penalty: 386.408325
	Iteration 0F: 2 clusters Score -262607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -259307.640625 Penalty: 772.816650
	Iteration 0F: 3 clusters Score -259307.6 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -260558.812500 Penalty: 772.816650
	Iteration 1F: 3 clusters Score -260558.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -260712.187500 Penalty: 772.816650
	Iteration 2F: 3 clusters Score -260712.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -260898.625000 Penalty: 772.816650
	Iteration 3F: 3 clusters Score -260898.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -261122.640625 Penalty: 772.816650
	Iteration 4F: 3 clusters Score -261122.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -261425.875000 Penalty: 772.816650
	Iteration 5F: 3 clusters Score -261425.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -261722.859375 Penalty: 772.816650
	Iteration 6F: 3 clusters Score -261722.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -261980.968750 Penalty: 772.816650
	Iteration 7F: 3 clusters Score -261981 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -262135.656250 Penalty: 772.816650
	Iteration 8Q: 3 clusters Score -262135.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -262202.906250 Penalty: 772.816650
	Iteration 9Q: 3 clusters Score -262202.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -262235.968750 Penalty: 772.816650
	Iteration 10Q: 3 clusters Score -262236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -262250.937500 Penalty: 772.816650
	Iteration 11Q: 3 clusters Score -262250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -262260.906250 Penalty: 772.816650
	Iteration 12Q: 3 clusters Score -262260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -262265.218750 Penalty: 772.816650
	Iteration 13Q: 3 clusters Score -262265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -262269.031250 Penalty: 772.816650
	Iteration 14Q: 3 clusters Score -262269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -262269.031250 Penalty: 772.816650
	Iteration 15F: 3 clusters Score -262269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -15428.332031 Penalty: 258.447845
	Iteration 0F: 2 clusters Score -15428.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15080.492188 Penalty: 516.895691
	Iteration 0F: 3 clusters Score -15080.49 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15231.395508 Penalty: 516.895691
	Iteration 1F: 3 clusters Score -15231.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15338.782227 Penalty: 516.895691
	Iteration 2F: 3 clusters Score -15338.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15389.851562 Penalty: 516.895691
	Iteration 3F: 3 clusters Score -15389.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15424.550781 Penalty: 516.895691
	Iteration 4F: 3 clusters Score -15424.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15439.010742 Penalty: 516.895691
	Iteration 5Q: 3 clusters Score -15439.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15456.353516 Penalty: 516.895691
	Iteration 6Q: 3 clusters Score -15456.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15460.303711 Penalty: 516.895691
	Iteration 7Q: 3 clusters Score -15460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15471.090820 Penalty: 516.895691
	Iteration 8Q: 3 clusters Score -15471.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15471.090820 Penalty: 516.895691
	Iteration 9F: 3 clusters Score -15471.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100771 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 59770 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 57404 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 91472 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85846 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 406 members 
Mstep: Class 28 contains 66244 members 
Mstep: Class 29 contains 25255 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 140594 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 95804 members 
Mstep: Class 40 contains 113900 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95262 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7968 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12096 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176801 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 79749 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 76156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 376 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 2910 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14450 members 
Mstep: Class 65 contains 103399 members 
Mstep: Class 66 contains 16614 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4878 members 
Mstep: Class 71 contains 232 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 343 members 
Mstep: Class 74 contains 6850 members 
Mstep: Class 75 contains 9937 members 
Mstep: Class 76 contains 371 members 
Mstep: Class 77 contains 2494 members 
Mstep: Class 78 contains 61 members 
Entering Unmasked Estep 
Score: -90684360.000000 Penalty: 51429.734375
Splitting cluster 71 changes total score from -90684080.000000 to -90684360.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 72 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -13462.500000 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -13462.5 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 133 members 
Entering Unmasked Estep 
Score: -13162.839844 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13162.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13294.804688 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13294.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13331.813477 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13331.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13344.090820 Penalty: 515.012878
	Iteration 3Q: 3 clusters Score -13344.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13353.277344 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -13353.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13357.833984 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13357.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13361.213867 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13361.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13361.374023 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -13361.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13361.896484 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -13361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13364.846680 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -13364.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13365.542969 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -13365.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13365.542969 Penalty: 515.012878
	Iteration 11F: 3 clusters Score -13365.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -17646.482422 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -17646.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17243.480469 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -17243.48 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17378.916016 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -17378.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17438.345703 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -17438.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17486.792969 Penalty: 531.233459
	Iteration 3F: 3 clusters Score -17486.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17521.406250 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -17521.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17538.964844 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -17538.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17558.839844 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -17558.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17566.468750 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -17566.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17575.183594 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -17575.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17585.886719 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -17585.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17588.253906 Penalty: 531.233459
	Iteration 10Q: 3 clusters Score -17588.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17604.644531 Penalty: 531.233459
	Iteration 11Q: 3 clusters Score -17604.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17609.248047 Penalty: 531.233459
	Iteration 12Q: 3 clusters Score -17609.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17613.009766 Penalty: 531.233459
	Iteration 13Q: 3 clusters Score -17613.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17623.248047 Penalty: 531.233459
	Iteration 14Q: 3 clusters Score -17623.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17638.558594 Penalty: 531.233459
	Iteration 15Q: 3 clusters Score -17638.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17693.949219 Penalty: 531.233459
	Iteration 16Q: 3 clusters Score -17693.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17701.523438 Penalty: 531.233459
	Iteration 17Q: 3 clusters Score -17701.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17704.478516 Penalty: 531.233459
	Iteration 18Q: 3 clusters Score -17704.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17704.478516 Penalty: 531.233459
	Iteration 19F: 3 clusters Score -17704.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100771 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 59770 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 57404 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 91472 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85846 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 406 members 
Mstep: Class 28 contains 66244 members 
Mstep: Class 29 contains 25255 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 140594 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 95804 members 
Mstep: Class 40 contains 113900 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95262 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7968 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12096 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176801 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 79749 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 76156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 376 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 2910 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14450 members 
Mstep: Class 65 contains 103399 members 
Mstep: Class 66 contains 16614 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4878 members 
Mstep: Class 71 contains 232 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 185 members 
Mstep: Class 74 contains 6850 members 
Mstep: Class 75 contains 9937 members 
Mstep: Class 76 contains 371 members 
Mstep: Class 77 contains 2494 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 158 members 
Entering Unmasked Estep 
Score: -90684136.000000 Penalty: 52089.089844
Splitting cluster 73 changes total score from -90684080.000000 to -90684136.000000
So it's getting split into cluster 79.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100771 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 59770 members 
Mstep: Class 9 contains 36981 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 57404 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 348 members 
Mstep: Class 18 contains 91472 members 
Mstep: Class 19 contains 104961 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 85846 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 406 members 
Mstep: Class 28 contains 66244 members 
Mstep: Class 29 contains 25255 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 1717 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 140594 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 95804 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 95262 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 7968 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 12096 members 
Mstep: Class 51 contains 148 members 
Mstep: Class 52 contains 176801 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 79749 members 
Mstep: Class 55 contains 914 members 
Mstep: Class 56 contains 76156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 376 members 
Mstep: Class 60 contains 292 members 
Mstep: Class 61 contains 2910 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 403 members 
Mstep: Class 64 contains 14450 members 
Mstep: Class 65 contains 103399 members 
Mstep: Class 66 contains 16614 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 813 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 4878 members 
Mstep: Class 71 contains 232 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 78. Lose 623.493408 but Gain 659.355469
Score: -90687104.000000 Penalty: 51429.734375
Iteration 319Q: 79 clusters Score -9.06871e+07 nChanged 18698
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100769 members 
Mstep: Class 3 contains 60355 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2033 members 
Mstep: Class 6 contains 1820 members 
Mstep: Class 7 contains 216865 members 
Mstep: Class 8 contains 59768 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6790 members 
Mstep: Class 12 contains 57419 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 5431 members 
Mstep: Class 15 contains 2666 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 361 members 
Mstep: Class 18 contains 91104 members 
Mstep: Class 19 contains 104651 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 85991 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 2987 members 
Mstep: Class 24 contains 13028 members 
Mstep: Class 25 contains 19074 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 66689 members 
Mstep: Class 29 contains 25969 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 1794 members 
Mstep: Class 33 contains 2294 members 
Mstep: Class 34 contains 1738 members 
Mstep: Class 35 contains 4031 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 138993 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 95104 members 
Mstep: Class 40 contains 110729 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 96419 members 
Mstep: Class 43 contains 571 members 
Mstep: Class 44 contains 8001 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1066 members 
Mstep: Class 47 contains 730 members 
Mstep: Class 48 contains 162 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11996 members 
Mstep: Class 51 contains 167 members 
Mstep: Class 52 contains 176645 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 80753 members 
Mstep: Class 55 contains 916 members 
Mstep: Class 56 contains 76115 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1228 members 
Mstep: Class 59 contains 399 members 
Mstep: Class 60 contains 293 members 
Mstep: Class 61 contains 2764 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 402 members 
Mstep: Class 64 contains 14469 members 
Mstep: Class 65 contains 106204 members 
Mstep: Class 66 contains 16633 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 817 members 
Mstep: Class 69 contains 433 members 
Mstep: Class 70 contains 4279 members 
Mstep: Class 71 contains 257 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 193 members 
Mstep: Class 74 contains 6746 members 
Mstep: Class 75 contains 9806 members 
Mstep: Class 76 contains 352 members 
Mstep: Class 77 contains 2532 members 
Mstep: Class 79 contains 158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90690536.000000 Penalty: 51429.734375
Iteration 320F: 79 clusters Score -9.069054e+07 nChanged 18283
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100711 members 
Mstep: Class 3 contains 59833 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 1814 members 
Mstep: Class 7 contains 216796 members 
Mstep: Class 8 contains 59781 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 57430 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 5432 members 
Mstep: Class 15 contains 2809 members 
Mstep: Class 16 contains 8564 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 90634 members 
Mstep: Class 19 contains 104316 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 86123 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 2979 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 19058 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 462 members 
Mstep: Class 28 contains 67127 members 
Mstep: Class 29 contains 26679 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2306 members 
Mstep: Class 32 contains 1773 members 
Mstep: Class 33 contains 2353 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 136668 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 93266 members 
Mstep: Class 40 contains 110431 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 97208 members 
Mstep: Class 43 contains 570 members 
Mstep: Class 44 contains 8049 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1053 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11958 members 
Mstep: Class 51 contains 177 members 
Mstep: Class 52 contains 175864 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 81765 members 
Mstep: Class 55 contains 918 members 
Mstep: Class 56 contains 75818 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 1229 members 
Mstep: Class 59 contains 400 members 
Mstep: Class 60 contains 286 members 
Mstep: Class 61 contains 2662 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 404 members 
Mstep: Class 64 contains 14494 members 
Mstep: Class 65 contains 109392 members 
Mstep: Class 66 contains 17064 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 818 members 
Mstep: Class 69 contains 429 members 
Mstep: Class 70 contains 3577 members 
Mstep: Class 71 contains 266 members 
Mstep: Class 72 contains 290 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 6730 members 
Mstep: Class 75 contains 10075 members 
Mstep: Class 76 contains 349 members 
Mstep: Class 77 contains 2922 members 
Mstep: Class 79 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90691584.000000 Penalty: 51429.734375
Iteration 321Q: 79 clusters Score -9.069158e+07 nChanged 16079
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100629 members 
Mstep: Class 3 contains 59332 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 1813 members 
Mstep: Class 7 contains 216758 members 
Mstep: Class 8 contains 59904 members 
Mstep: Class 9 contains 36972 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 57406 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 5435 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 8375 members 
Mstep: Class 17 contains 354 members 
Mstep: Class 18 contains 90200 members 
Mstep: Class 19 contains 103913 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 86240 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 13871 members 
Mstep: Class 25 contains 19049 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 67540 members 
Mstep: Class 29 contains 27375 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 2302 members 
Mstep: Class 32 contains 1753 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 134117 members 
Mstep: Class 38 contains 1403 members 
Mstep: Class 39 contains 91244 members 
Mstep: Class 40 contains 110386 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 98204 members 
Mstep: Class 43 contains 567 members 
Mstep: Class 44 contains 8110 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1048 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11931 members 
Mstep: Class 51 contains 190 members 
Mstep: Class 52 contains 175041 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 82720 members 
Mstep: Class 55 contains 917 members 
Mstep: Class 56 contains 75374 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 280 members 
Mstep: Class 61 contains 2594 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 409 members 
Mstep: Class 64 contains 14519 members 
Mstep: Class 65 contains 113055 members 
Mstep: Class 66 contains 17408 members 
Mstep: Class 67 contains 144 members 
Mstep: Class 68 contains 822 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 2807 members 
Mstep: Class 71 contains 272 members 
Mstep: Class 72 contains 288 members 
Mstep: Class 73 contains 201 members 
Mstep: Class 74 contains 6710 members 
Mstep: Class 75 contains 10331 members 
Mstep: Class 76 contains 344 members 
Mstep: Class 77 contains 3224 members 
Mstep: Class 79 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90693352.000000 Penalty: 51429.734375
Iteration 322Q: 79 clusters Score -9.069335e+07 nChanged 15817
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100514 members 
Mstep: Class 3 contains 58799 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 1814 members 
Mstep: Class 7 contains 216739 members 
Mstep: Class 8 contains 60094 members 
Mstep: Class 9 contains 36973 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 57374 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 5426 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 8158 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89803 members 
Mstep: Class 19 contains 103456 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 86366 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 14136 members 
Mstep: Class 25 contains 19034 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 67903 members 
Mstep: Class 29 contains 28154 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2298 members 
Mstep: Class 32 contains 1722 members 
Mstep: Class 33 contains 2407 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 131426 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 89113 members 
Mstep: Class 40 contains 110514 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 99383 members 
Mstep: Class 43 contains 561 members 
Mstep: Class 44 contains 8153 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1047 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11877 members 
Mstep: Class 51 contains 198 members 
Mstep: Class 52 contains 174111 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 83554 members 
Mstep: Class 55 contains 919 members 
Mstep: Class 56 contains 74875 members 
Mstep: Class 57 contains 138 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 403 members 
Mstep: Class 60 contains 277 members 
Mstep: Class 61 contains 2591 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 14554 members 
Mstep: Class 65 contains 116955 members 
Mstep: Class 66 contains 17685 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 825 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 2104 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 283 members 
Mstep: Class 73 contains 205 members 
Mstep: Class 74 contains 6695 members 
Mstep: Class 75 contains 10629 members 
Mstep: Class 76 contains 340 members 
Mstep: Class 77 contains 3488 members 
Mstep: Class 79 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90694352.000000 Penalty: 51429.734375
Iteration 323Q: 79 clusters Score -9.069435e+07 nChanged 15625
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100384 members 
Mstep: Class 3 contains 58159 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 1816 members 
Mstep: Class 7 contains 216697 members 
Mstep: Class 8 contains 60304 members 
Mstep: Class 9 contains 36973 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 57359 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5426 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 7964 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89407 members 
Mstep: Class 19 contains 103012 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 86478 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2942 members 
Mstep: Class 24 contains 14365 members 
Mstep: Class 25 contains 19033 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 68242 members 
Mstep: Class 29 contains 28951 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2294 members 
Mstep: Class 32 contains 1700 members 
Mstep: Class 33 contains 2410 members 
Mstep: Class 34 contains 1755 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 128679 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 86974 members 
Mstep: Class 40 contains 110777 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 100594 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8184 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1045 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11808 members 
Mstep: Class 51 contains 199 members 
Mstep: Class 52 contains 173164 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 84293 members 
Mstep: Class 55 contains 920 members 
Mstep: Class 56 contains 74302 members 
Mstep: Class 57 contains 137 members 
Mstep: Class 58 contains 1235 members 
Mstep: Class 59 contains 408 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 2631 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 413 members 
Mstep: Class 64 contains 14597 members 
Mstep: Class 65 contains 120943 members 
Mstep: Class 66 contains 17915 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 827 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 1495 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 206 members 
Mstep: Class 74 contains 6687 members 
Mstep: Class 75 contains 10994 members 
Mstep: Class 76 contains 336 members 
Mstep: Class 77 contains 3734 members 
Mstep: Class 79 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90695080.000000 Penalty: 51429.734375
Iteration 324Q: 79 clusters Score -9.069508e+07 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100273 members 
Mstep: Class 3 contains 57374 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 1818 members 
Mstep: Class 7 contains 216693 members 
Mstep: Class 8 contains 60591 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6792 members 
Mstep: Class 12 contains 57349 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 3335 members 
Mstep: Class 16 contains 7757 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89042 members 
Mstep: Class 19 contains 102504 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 86588 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2927 members 
Mstep: Class 24 contains 14568 members 
Mstep: Class 25 contains 19030 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 68555 members 
Mstep: Class 29 contains 29741 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 2294 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 2406 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 125868 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 84904 members 
Mstep: Class 40 contains 111196 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 101878 members 
Mstep: Class 43 contains 565 members 
Mstep: Class 44 contains 8188 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11756 members 
Mstep: Class 51 contains 201 members 
Mstep: Class 52 contains 172223 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 84920 members 
Mstep: Class 55 contains 921 members 
Mstep: Class 56 contains 73802 members 
Mstep: Class 57 contains 134 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 2684 members 
Mstep: Class 62 contains 488 members 
Mstep: Class 63 contains 412 members 
Mstep: Class 64 contains 14628 members 
Mstep: Class 65 contains 124676 members 
Mstep: Class 66 contains 18114 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 830 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 1056 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 277 members 
Mstep: Class 73 contains 206 members 
Mstep: Class 74 contains 6678 members 
Mstep: Class 75 contains 11411 members 
Mstep: Class 76 contains 331 members 
Mstep: Class 77 contains 3986 members 
Mstep: Class 79 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90696304.000000 Penalty: 51429.734375
Iteration 325Q: 79 clusters Score -9.06963e+07 nChanged 14900
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100139 members 
Mstep: Class 3 contains 56410 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 1821 members 
Mstep: Class 7 contains 216696 members 
Mstep: Class 8 contains 60805 members 
Mstep: Class 9 contains 36961 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6785 members 
Mstep: Class 12 contains 57334 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 3436 members 
Mstep: Class 16 contains 7578 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 88636 members 
Mstep: Class 19 contains 101991 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 86701 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 14742 members 
Mstep: Class 25 contains 19028 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 68860 members 
Mstep: Class 29 contains 30540 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 2295 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 122990 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 83059 members 
Mstep: Class 40 contains 112047 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 102979 members 
Mstep: Class 43 contains 564 members 
Mstep: Class 44 contains 8194 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1045 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11758 members 
Mstep: Class 51 contains 202 members 
Mstep: Class 52 contains 171358 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 85383 members 
Mstep: Class 55 contains 921 members 
Mstep: Class 56 contains 73182 members 
Mstep: Class 57 contains 133 members 
Mstep: Class 58 contains 1235 members 
Mstep: Class 59 contains 414 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 2781 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 413 members 
Mstep: Class 64 contains 14653 members 
Mstep: Class 65 contains 128229 members 
Mstep: Class 66 contains 18328 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 832 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 760 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 278 members 
Mstep: Class 73 contains 206 members 
Mstep: Class 74 contains 6670 members 
Mstep: Class 75 contains 11895 members 
Mstep: Class 76 contains 332 members 
Mstep: Class 77 contains 4248 members 
Mstep: Class 79 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 70. Lose 534.258057 but Gain 659.355469
Score: -90698008.000000 Penalty: 50770.378906
Iteration 326Q: 78 clusters Score -9.069801e+07 nChanged 15493
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100014 members 
Mstep: Class 3 contains 55176 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2029 members 
Mstep: Class 6 contains 1818 members 
Mstep: Class 7 contains 216687 members 
Mstep: Class 8 contains 60935 members 
Mstep: Class 9 contains 36959 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6795 members 
Mstep: Class 12 contains 57310 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 5406 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 7371 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 88198 members 
Mstep: Class 19 contains 101446 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 86817 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 14979 members 
Mstep: Class 25 contains 19016 members 
Mstep: Class 26 contains 7187 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 69153 members 
Mstep: Class 29 contains 31350 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2295 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 120120 members 
Mstep: Class 38 contains 1391 members 
Mstep: Class 39 contains 81434 members 
Mstep: Class 40 contains 113306 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 104058 members 
Mstep: Class 43 contains 565 members 
Mstep: Class 44 contains 8182 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1042 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11728 members 
Mstep: Class 51 contains 207 members 
Mstep: Class 52 contains 170476 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 85702 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 72664 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 415 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 2877 members 
Mstep: Class 62 contains 490 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 14695 members 
Mstep: Class 65 contains 132049 members 
Mstep: Class 66 contains 18533 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 832 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 278 members 
Mstep: Class 73 contains 206 members 
Mstep: Class 74 contains 6665 members 
Mstep: Class 75 contains 12458 members 
Mstep: Class 76 contains 332 members 
Mstep: Class 77 contains 4508 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90699136.000000 Penalty: 50770.378906
Iteration 327Q: 78 clusters Score -9.069914e+07 nChanged 15430
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99887 members 
Mstep: Class 3 contains 53742 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2025 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 216688 members 
Mstep: Class 8 contains 60944 members 
Mstep: Class 9 contains 36957 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6804 members 
Mstep: Class 12 contains 57292 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 5397 members 
Mstep: Class 15 contains 3593 members 
Mstep: Class 16 contains 7160 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 87722 members 
Mstep: Class 19 contains 100842 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 86926 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 2889 members 
Mstep: Class 24 contains 15191 members 
Mstep: Class 25 contains 19011 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 69394 members 
Mstep: Class 29 contains 32216 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2295 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 117356 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 79920 members 
Mstep: Class 40 contains 114860 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 105033 members 
Mstep: Class 43 contains 565 members 
Mstep: Class 44 contains 8164 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1037 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11684 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 169601 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 85954 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 72047 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 416 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 2990 members 
Mstep: Class 62 contains 491 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 14742 members 
Mstep: Class 65 contains 135395 members 
Mstep: Class 66 contains 18643 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 832 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 278 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6665 members 
Mstep: Class 75 contains 13037 members 
Mstep: Class 76 contains 331 members 
Mstep: Class 77 contains 4731 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90699176.000000 Penalty: 50770.378906
Iteration 328Q: 78 clusters Score -9.069918e+07 nChanged 15903
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99779 members 
Mstep: Class 3 contains 52321 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 216677 members 
Mstep: Class 8 contains 60854 members 
Mstep: Class 9 contains 36953 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 57271 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 5391 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 6914 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 87198 members 
Mstep: Class 19 contains 100229 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 86996 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 2879 members 
Mstep: Class 24 contains 15514 members 
Mstep: Class 25 contains 19001 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 489 members 
Mstep: Class 28 contains 69627 members 
Mstep: Class 29 contains 33105 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2295 members 
Mstep: Class 32 contains 1703 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 1770 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 114740 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 78524 members 
Mstep: Class 40 contains 116740 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 105784 members 
Mstep: Class 43 contains 565 members 
Mstep: Class 44 contains 8157 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1034 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11532 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 168879 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 86156 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 71311 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 419 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 3108 members 
Mstep: Class 62 contains 491 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 14780 members 
Mstep: Class 65 contains 138650 members 
Mstep: Class 66 contains 18666 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 832 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 278 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6662 members 
Mstep: Class 75 contains 13716 members 
Mstep: Class 76 contains 328 members 
Mstep: Class 77 contains 4860 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90699568.000000 Penalty: 50770.378906
Iteration 329Q: 78 clusters Score -9.069957e+07 nChanged 16386
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99644 members 
Mstep: Class 3 contains 51012 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 216681 members 
Mstep: Class 8 contains 60695 members 
Mstep: Class 9 contains 36950 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6815 members 
Mstep: Class 12 contains 57256 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5387 members 
Mstep: Class 15 contains 3731 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 86670 members 
Mstep: Class 19 contains 99614 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 87052 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 2865 members 
Mstep: Class 24 contains 15897 members 
Mstep: Class 25 contains 18997 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 69857 members 
Mstep: Class 29 contains 33958 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2298 members 
Mstep: Class 32 contains 1727 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 1773 members 
Mstep: Class 35 contains 4030 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 112281 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 77260 members 
Mstep: Class 40 contains 119060 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 105776 members 
Mstep: Class 43 contains 566 members 
Mstep: Class 44 contains 8155 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1033 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11357 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 168397 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 86330 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 70461 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 422 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 3257 members 
Mstep: Class 62 contains 491 members 
Mstep: Class 63 contains 414 members 
Mstep: Class 64 contains 14821 members 
Mstep: Class 65 contains 141820 members 
Mstep: Class 66 contains 18688 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 831 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 278 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 14462 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 4891 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90699528.000000 Penalty: 50770.378906
Iteration 330Q: 78 clusters Score -9.069953e+07 nChanged 16792
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99556 members 
Mstep: Class 3 contains 49888 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2007 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 216691 members 
Mstep: Class 8 contains 60514 members 
Mstep: Class 9 contains 36951 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 57234 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 5393 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 6431 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 86074 members 
Mstep: Class 19 contains 99003 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 87098 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 16378 members 
Mstep: Class 25 contains 19000 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 70091 members 
Mstep: Class 29 contains 34806 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2302 members 
Mstep: Class 32 contains 1769 members 
Mstep: Class 33 contains 2402 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 4027 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 109942 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 76048 members 
Mstep: Class 40 contains 121643 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 105220 members 
Mstep: Class 43 contains 566 members 
Mstep: Class 44 contains 8156 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1032 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 11136 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 168051 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 86399 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 69559 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 424 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 3428 members 
Mstep: Class 62 contains 491 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 14855 members 
Mstep: Class 65 contains 144984 members 
Mstep: Class 66 contains 18639 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 277 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6658 members 
Mstep: Class 75 contains 15223 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 4844 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90700104.000000 Penalty: 50770.378906
Iteration 331Q: 78 clusters Score -9.07001e+07 nChanged 17313
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99452 members 
Mstep: Class 3 contains 48924 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 2000 members 
Mstep: Class 6 contains 1824 members 
Mstep: Class 7 contains 216707 members 
Mstep: Class 8 contains 60300 members 
Mstep: Class 9 contains 36956 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 57209 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 5404 members 
Mstep: Class 15 contains 3860 members 
Mstep: Class 16 contains 6196 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 85579 members 
Mstep: Class 19 contains 98440 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 87148 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 2842 members 
Mstep: Class 24 contains 16934 members 
Mstep: Class 25 contains 18993 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70229 members 
Mstep: Class 29 contains 35659 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2304 members 
Mstep: Class 32 contains 1817 members 
Mstep: Class 33 contains 2407 members 
Mstep: Class 34 contains 1778 members 
Mstep: Class 35 contains 4023 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 107668 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 74903 members 
Mstep: Class 40 contains 124421 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 104173 members 
Mstep: Class 43 contains 565 members 
Mstep: Class 44 contains 8144 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1031 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 10870 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 167842 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 86422 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 68467 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 424 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 3626 members 
Mstep: Class 62 contains 492 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 14889 members 
Mstep: Class 65 contains 148247 members 
Mstep: Class 66 contains 18583 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 15978 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 4765 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90700272.000000 Penalty: 50770.378906
Iteration 332Q: 78 clusters Score -9.070027e+07 nChanged 17907
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99384 members 
Mstep: Class 3 contains 48186 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1997 members 
Mstep: Class 6 contains 1825 members 
Mstep: Class 7 contains 216740 members 
Mstep: Class 8 contains 60109 members 
Mstep: Class 9 contains 36944 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 57192 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 16 contains 5955 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 85100 members 
Mstep: Class 19 contains 97915 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 87177 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 2831 members 
Mstep: Class 24 contains 17576 members 
Mstep: Class 25 contains 18989 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70375 members 
Mstep: Class 29 contains 36495 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2302 members 
Mstep: Class 32 contains 1879 members 
Mstep: Class 33 contains 2417 members 
Mstep: Class 34 contains 1780 members 
Mstep: Class 35 contains 4020 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 105476 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 73809 members 
Mstep: Class 40 contains 127237 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 102756 members 
Mstep: Class 43 contains 564 members 
Mstep: Class 44 contains 8129 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 10531 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 167683 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 86316 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 67173 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 3823 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 14911 members 
Mstep: Class 65 contains 151748 members 
Mstep: Class 66 contains 18466 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 16762 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 4652 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90699976.000000 Penalty: 50770.378906
Iteration 333Q: 78 clusters Score -9.069998e+07 nChanged 18359
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99301 members 
Mstep: Class 3 contains 47589 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 216742 members 
Mstep: Class 8 contains 60041 members 
Mstep: Class 9 contains 36939 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6885 members 
Mstep: Class 12 contains 57178 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 3924 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 84698 members 
Mstep: Class 19 contains 97414 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 87198 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 18320 members 
Mstep: Class 25 contains 18988 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70463 members 
Mstep: Class 29 contains 37297 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2298 members 
Mstep: Class 32 contains 1956 members 
Mstep: Class 33 contains 2427 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 4019 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 103433 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 72598 members 
Mstep: Class 40 contains 129788 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 101223 members 
Mstep: Class 43 contains 563 members 
Mstep: Class 44 contains 8123 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 10122 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 167604 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 86159 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 65763 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 4025 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 14933 members 
Mstep: Class 65 contains 155375 members 
Mstep: Class 66 contains 18274 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6655 members 
Mstep: Class 75 contains 17607 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 4545 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90699744.000000 Penalty: 50770.378906
Iteration 334Q: 78 clusters Score -9.069974e+07 nChanged 18932
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99222 members 
Mstep: Class 3 contains 47144 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 216755 members 
Mstep: Class 8 contains 60117 members 
Mstep: Class 9 contains 36938 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6902 members 
Mstep: Class 12 contains 57171 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 15 contains 3938 members 
Mstep: Class 16 contains 5546 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 84356 members 
Mstep: Class 19 contains 96914 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 87231 members 
Mstep: Class 22 contains 1019 members 
Mstep: Class 23 contains 2812 members 
Mstep: Class 24 contains 19119 members 
Mstep: Class 25 contains 18984 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70508 members 
Mstep: Class 29 contains 38163 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2299 members 
Mstep: Class 32 contains 2040 members 
Mstep: Class 33 contains 2442 members 
Mstep: Class 34 contains 1783 members 
Mstep: Class 35 contains 4017 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 101716 members 
Mstep: Class 38 contains 1391 members 
Mstep: Class 39 contains 71283 members 
Mstep: Class 40 contains 132040 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 99531 members 
Mstep: Class 43 contains 563 members 
Mstep: Class 44 contains 8139 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 9680 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 167684 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 85876 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 64179 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 4218 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 14960 members 
Mstep: Class 65 contains 158923 members 
Mstep: Class 66 contains 18115 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 18408 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 4433 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90699544.000000 Penalty: 50770.378906
Iteration 335Q: 78 clusters Score -9.069954e+07 nChanged 19270
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99181 members 
Mstep: Class 3 contains 46722 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 1837 members 
Mstep: Class 7 contains 216768 members 
Mstep: Class 8 contains 60206 members 
Mstep: Class 9 contains 36938 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 57180 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5424 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 5372 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 84080 members 
Mstep: Class 19 contains 96430 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 87247 members 
Mstep: Class 22 contains 1019 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 19932 members 
Mstep: Class 25 contains 18962 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70521 members 
Mstep: Class 29 contains 39029 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2301 members 
Mstep: Class 32 contains 2134 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4016 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 100350 members 
Mstep: Class 38 contains 1388 members 
Mstep: Class 39 contains 69876 members 
Mstep: Class 40 contains 134142 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 97901 members 
Mstep: Class 43 contains 563 members 
Mstep: Class 44 contains 8166 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 9201 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 167817 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 85503 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 62397 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 4459 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 14987 members 
Mstep: Class 65 contains 162381 members 
Mstep: Class 66 contains 17919 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6651 members 
Mstep: Class 75 contains 19227 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 4317 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90700584.000000 Penalty: 50770.378906
Iteration 336Q: 78 clusters Score -9.070058e+07 nChanged 19535
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99138 members 
Mstep: Class 3 contains 46377 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 1845 members 
Mstep: Class 7 contains 216779 members 
Mstep: Class 8 contains 60310 members 
Mstep: Class 9 contains 36933 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6892 members 
Mstep: Class 12 contains 57195 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 5432 members 
Mstep: Class 15 contains 4005 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 83884 members 
Mstep: Class 19 contains 95896 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 87283 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 20762 members 
Mstep: Class 25 contains 18954 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70528 members 
Mstep: Class 29 contains 39835 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2304 members 
Mstep: Class 32 contains 2245 members 
Mstep: Class 33 contains 2464 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4014 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 99090 members 
Mstep: Class 38 contains 1388 members 
Mstep: Class 39 contains 68513 members 
Mstep: Class 40 contains 136187 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 96200 members 
Mstep: Class 43 contains 563 members 
Mstep: Class 44 contains 8212 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 8705 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 168165 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 85067 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 60540 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 4706 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15008 members 
Mstep: Class 65 contains 165747 members 
Mstep: Class 66 contains 17637 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6651 members 
Mstep: Class 75 contains 20066 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 4154 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90701976.000000 Penalty: 50770.378906
Iteration 337Q: 78 clusters Score -9.070198e+07 nChanged 19163
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99116 members 
Mstep: Class 3 contains 46098 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1970 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 216820 members 
Mstep: Class 8 contains 60325 members 
Mstep: Class 9 contains 36927 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6880 members 
Mstep: Class 12 contains 57225 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 5440 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 5023 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 83702 members 
Mstep: Class 19 contains 95406 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 87326 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 2796 members 
Mstep: Class 24 contains 21492 members 
Mstep: Class 25 contains 18954 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70520 members 
Mstep: Class 29 contains 40542 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2307 members 
Mstep: Class 32 contains 2345 members 
Mstep: Class 33 contains 2474 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4013 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 97941 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 67289 members 
Mstep: Class 40 contains 138081 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 94528 members 
Mstep: Class 43 contains 563 members 
Mstep: Class 44 contains 8258 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 8261 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 168690 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 84590 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 58653 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 4914 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15025 members 
Mstep: Class 65 contains 169022 members 
Mstep: Class 66 contains 17335 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6651 members 
Mstep: Class 75 contains 20884 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 3958 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90703104.000000 Penalty: 50770.378906
Iteration 338Q: 78 clusters Score -9.07031e+07 nChanged 18577
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99078 members 
Mstep: Class 3 contains 45855 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 1842 members 
Mstep: Class 7 contains 216860 members 
Mstep: Class 8 contains 60256 members 
Mstep: Class 9 contains 36931 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6864 members 
Mstep: Class 12 contains 57255 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 5440 members 
Mstep: Class 15 contains 4124 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 83628 members 
Mstep: Class 19 contains 94890 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 87377 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 2788 members 
Mstep: Class 24 contains 22188 members 
Mstep: Class 25 contains 18951 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70487 members 
Mstep: Class 29 contains 41162 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2311 members 
Mstep: Class 32 contains 2437 members 
Mstep: Class 33 contains 2485 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 96850 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 66209 members 
Mstep: Class 40 contains 139768 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 92947 members 
Mstep: Class 43 contains 563 members 
Mstep: Class 44 contains 8316 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 7834 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 169370 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 84065 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 56897 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 5083 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15046 members 
Mstep: Class 65 contains 172248 members 
Mstep: Class 66 contains 16996 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 21609 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 3739 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90704552.000000 Penalty: 50770.378906
Iteration 339Q: 78 clusters Score -9.070455e+07 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99090 members 
Mstep: Class 3 contains 45651 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1959 members 
Mstep: Class 6 contains 1837 members 
Mstep: Class 7 contains 216889 members 
Mstep: Class 8 contains 60117 members 
Mstep: Class 9 contains 36937 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6848 members 
Mstep: Class 12 contains 57290 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 5444 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 4721 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 83633 members 
Mstep: Class 19 contains 94327 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 87461 members 
Mstep: Class 22 contains 1022 members 
Mstep: Class 23 contains 2781 members 
Mstep: Class 24 contains 22733 members 
Mstep: Class 25 contains 18942 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70458 members 
Mstep: Class 29 contains 41601 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 2504 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 95855 members 
Mstep: Class 38 contains 1388 members 
Mstep: Class 39 contains 65257 members 
Mstep: Class 40 contains 141282 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 91456 members 
Mstep: Class 43 contains 563 members 
Mstep: Class 44 contains 8367 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 7440 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 170199 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 83649 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 55317 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 5208 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15057 members 
Mstep: Class 65 contains 175378 members 
Mstep: Class 66 contains 16618 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 22169 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 3501 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90706768.000000 Penalty: 50770.378906
Iteration 340F: 78 clusters Score -9.070677e+07 nChanged 18461
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99081 members 
Mstep: Class 3 contains 45432 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1951 members 
Mstep: Class 6 contains 1835 members 
Mstep: Class 7 contains 216927 members 
Mstep: Class 8 contains 59931 members 
Mstep: Class 9 contains 36930 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 57336 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 5436 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 4559 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 83686 members 
Mstep: Class 19 contains 93718 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 87562 members 
Mstep: Class 22 contains 1023 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 23669 members 
Mstep: Class 25 contains 18933 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70427 members 
Mstep: Class 29 contains 41884 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 2531 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 94626 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 64323 members 
Mstep: Class 40 contains 142557 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 89853 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8420 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 7071 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 170875 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 83243 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 53760 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 5532 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15067 members 
Mstep: Class 65 contains 178607 members 
Mstep: Class 66 contains 16221 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 22816 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 3357 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90707928.000000 Penalty: 50770.378906
Iteration 341Q: 78 clusters Score -9.070793e+07 nChanged 18482
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99089 members 
Mstep: Class 3 contains 45302 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 1839 members 
Mstep: Class 7 contains 216950 members 
Mstep: Class 8 contains 59735 members 
Mstep: Class 9 contains 36933 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 12 contains 57372 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 4492 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 83764 members 
Mstep: Class 19 contains 93065 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 87670 members 
Mstep: Class 22 contains 1024 members 
Mstep: Class 23 contains 2765 members 
Mstep: Class 24 contains 24540 members 
Mstep: Class 25 contains 18925 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70413 members 
Mstep: Class 29 contains 41957 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 2667 members 
Mstep: Class 33 contains 2560 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 93458 members 
Mstep: Class 38 contains 1387 members 
Mstep: Class 39 contains 63475 members 
Mstep: Class 40 contains 143445 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 88372 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8443 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 6703 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 171637 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 82894 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 52338 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 5810 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15075 members 
Mstep: Class 65 contains 182076 members 
Mstep: Class 66 contains 15755 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 23434 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 3146 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90709400.000000 Penalty: 50770.378906
Iteration 342Q: 78 clusters Score -9.07094e+07 nChanged 18166
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99095 members 
Mstep: Class 3 contains 45137 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 1842 members 
Mstep: Class 7 contains 216961 members 
Mstep: Class 8 contains 59498 members 
Mstep: Class 9 contains 36932 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6800 members 
Mstep: Class 12 contains 57425 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 5425 members 
Mstep: Class 15 contains 4631 members 
Mstep: Class 16 contains 4270 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 83867 members 
Mstep: Class 19 contains 92435 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 87782 members 
Mstep: Class 22 contains 1024 members 
Mstep: Class 23 contains 2757 members 
Mstep: Class 24 contains 25433 members 
Mstep: Class 25 contains 18915 members 
Mstep: Class 26 contains 7193 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70406 members 
Mstep: Class 29 contains 41823 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 2714 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 92368 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 62822 members 
Mstep: Class 40 contains 144143 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 86940 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8463 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 6356 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 172496 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 82503 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 50958 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 6073 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15085 members 
Mstep: Class 65 contains 185662 members 
Mstep: Class 66 contains 15275 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6651 members 
Mstep: Class 75 contains 23954 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 2936 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90710568.000000 Penalty: 50770.378906
Iteration 343Q: 78 clusters Score -9.071057e+07 nChanged 18217
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99099 members 
Mstep: Class 3 contains 45007 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 217000 members 
Mstep: Class 8 contains 59206 members 
Mstep: Class 9 contains 36925 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6778 members 
Mstep: Class 12 contains 57470 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 5433 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 4148 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 83993 members 
Mstep: Class 19 contains 91818 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 87840 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 2757 members 
Mstep: Class 24 contains 26421 members 
Mstep: Class 25 contains 18909 members 
Mstep: Class 26 contains 7193 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70401 members 
Mstep: Class 29 contains 41449 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2328 members 
Mstep: Class 32 contains 2754 members 
Mstep: Class 33 contains 2625 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 91229 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 62373 members 
Mstep: Class 40 contains 144441 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 85632 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8495 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 6082 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 173350 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 82017 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 49649 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 6355 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15079 members 
Mstep: Class 65 contains 189540 members 
Mstep: Class 66 contains 14760 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6651 members 
Mstep: Class 75 contains 24424 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 2714 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90710776.000000 Penalty: 50770.378906
Iteration 344Q: 78 clusters Score -9.071078e+07 nChanged 18344
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99107 members 
Mstep: Class 3 contains 44934 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 1852 members 
Mstep: Class 7 contains 217068 members 
Mstep: Class 8 contains 58875 members 
Mstep: Class 9 contains 36925 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6777 members 
Mstep: Class 12 contains 57506 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 5437 members 
Mstep: Class 15 contains 4886 members 
Mstep: Class 16 contains 4003 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 84185 members 
Mstep: Class 19 contains 91240 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 87885 members 
Mstep: Class 22 contains 1026 members 
Mstep: Class 23 contains 2751 members 
Mstep: Class 24 contains 27420 members 
Mstep: Class 25 contains 18905 members 
Mstep: Class 26 contains 7193 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70383 members 
Mstep: Class 29 contains 40712 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 2783 members 
Mstep: Class 33 contains 2669 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 90067 members 
Mstep: Class 38 contains 1384 members 
Mstep: Class 39 contains 62102 members 
Mstep: Class 40 contains 144507 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 84497 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8541 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 5804 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 174348 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 81399 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 48417 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 6645 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15084 members 
Mstep: Class 65 contains 193608 members 
Mstep: Class 66 contains 14218 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 24813 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 2443 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90711312.000000 Penalty: 50770.378906
Iteration 345Q: 78 clusters Score -9.071131e+07 nChanged 18564
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99144 members 
Mstep: Class 3 contains 44826 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 217115 members 
Mstep: Class 8 contains 58536 members 
Mstep: Class 9 contains 36930 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 57547 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 84404 members 
Mstep: Class 19 contains 90618 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 87931 members 
Mstep: Class 22 contains 1024 members 
Mstep: Class 23 contains 2747 members 
Mstep: Class 24 contains 28397 members 
Mstep: Class 25 contains 18894 members 
Mstep: Class 26 contains 7192 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70379 members 
Mstep: Class 29 contains 39610 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2333 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 2718 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 88988 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 62029 members 
Mstep: Class 40 contains 144397 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 83477 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8595 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 5580 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 175557 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 80595 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 47250 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 6923 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15092 members 
Mstep: Class 65 contains 197921 members 
Mstep: Class 66 contains 13698 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 25060 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 2128 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90711728.000000 Penalty: 50770.378906
Iteration 346Q: 78 clusters Score -9.071173e+07 nChanged 18534
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99177 members 
Mstep: Class 3 contains 44701 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 1844 members 
Mstep: Class 7 contains 217135 members 
Mstep: Class 8 contains 58203 members 
Mstep: Class 9 contains 36938 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 57575 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 5400 members 
Mstep: Class 15 contains 5161 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 84649 members 
Mstep: Class 19 contains 90081 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 87978 members 
Mstep: Class 22 contains 1022 members 
Mstep: Class 23 contains 2744 members 
Mstep: Class 24 contains 29383 members 
Mstep: Class 25 contains 18889 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70373 members 
Mstep: Class 29 contains 38134 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 2816 members 
Mstep: Class 33 contains 2757 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 87948 members 
Mstep: Class 38 contains 1388 members 
Mstep: Class 39 contains 62112 members 
Mstep: Class 40 contains 144120 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 82628 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8662 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 5413 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 176822 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 79642 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 46225 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 7219 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15103 members 
Mstep: Class 65 contains 202328 members 
Mstep: Class 66 contains 13144 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 25214 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 1820 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90711232.000000 Penalty: 50770.378906
Iteration 347Q: 78 clusters Score -9.071123e+07 nChanged 18458
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99228 members 
Mstep: Class 3 contains 44545 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 1841 members 
Mstep: Class 7 contains 217131 members 
Mstep: Class 8 contains 57962 members 
Mstep: Class 9 contains 36941 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 57587 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 5284 members 
Mstep: Class 16 contains 3609 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 84931 members 
Mstep: Class 19 contains 89601 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 88024 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 2740 members 
Mstep: Class 24 contains 30484 members 
Mstep: Class 25 contains 18882 members 
Mstep: Class 26 contains 7189 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70371 members 
Mstep: Class 29 contains 36308 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2334 members 
Mstep: Class 32 contains 2813 members 
Mstep: Class 33 contains 2814 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 86789 members 
Mstep: Class 38 contains 1391 members 
Mstep: Class 39 contains 62427 members 
Mstep: Class 40 contains 143990 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 81811 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8731 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 5247 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 178146 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 78482 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 45159 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 7517 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15113 members 
Mstep: Class 65 contains 206818 members 
Mstep: Class 66 contains 12704 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 25227 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 1484 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90709064.000000 Penalty: 50770.378906
Iteration 348Q: 78 clusters Score -9.070906e+07 nChanged 19567
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99246 members 
Mstep: Class 3 contains 44363 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 7 contains 217110 members 
Mstep: Class 8 contains 57646 members 
Mstep: Class 9 contains 36945 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6679 members 
Mstep: Class 12 contains 57611 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 3502 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 85238 members 
Mstep: Class 19 contains 89147 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 88061 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 2738 members 
Mstep: Class 24 contains 31869 members 
Mstep: Class 25 contains 18875 members 
Mstep: Class 26 contains 7188 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70389 members 
Mstep: Class 29 contains 34184 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 2797 members 
Mstep: Class 33 contains 2873 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 84463 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 63052 members 
Mstep: Class 40 contains 144379 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 81118 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8788 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 5101 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 179459 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 77017 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 43592 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 7828 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15114 members 
Mstep: Class 65 contains 212273 members 
Mstep: Class 66 contains 12591 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 25104 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 77 contains 1101 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 77. Lose 590.907532 but Gain 659.355469
Score: -90705072.000000 Penalty: 50111.023438
Iteration 349Q: 77 clusters Score -9.070507e+07 nChanged 22933
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99273 members 
Mstep: Class 3 contains 44175 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 1823 members 
Mstep: Class 7 contains 217118 members 
Mstep: Class 8 contains 57308 members 
Mstep: Class 9 contains 36954 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 57633 members 
Mstep: Class 13 contains 541 members 
Mstep: Class 14 contains 5388 members 
Mstep: Class 15 contains 5469 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 85604 members 
Mstep: Class 19 contains 88765 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 88102 members 
Mstep: Class 22 contains 1018 members 
Mstep: Class 23 contains 2737 members 
Mstep: Class 24 contains 33493 members 
Mstep: Class 25 contains 18866 members 
Mstep: Class 26 contains 7188 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70399 members 
Mstep: Class 29 contains 31728 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 2779 members 
Mstep: Class 33 contains 2920 members 
Mstep: Class 34 contains 1785 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 80703 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 64082 members 
Mstep: Class 40 contains 145153 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 80403 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8835 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4981 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 180924 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 75132 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 41744 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 8161 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15114 members 
Mstep: Class 65 contains 219383 members 
Mstep: Class 66 contains 12781 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 24837 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90698944.000000 Penalty: 50111.023438
Iteration 350Q: 77 clusters Score -9.069894e+07 nChanged 25778
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99277 members 
Mstep: Class 3 contains 43971 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 1826 members 
Mstep: Class 7 contains 217125 members 
Mstep: Class 8 contains 56929 members 
Mstep: Class 9 contains 36955 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6673 members 
Mstep: Class 12 contains 57660 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 5567 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 86058 members 
Mstep: Class 19 contains 88491 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 88133 members 
Mstep: Class 22 contains 1018 members 
Mstep: Class 23 contains 2735 members 
Mstep: Class 24 contains 35308 members 
Mstep: Class 25 contains 18862 members 
Mstep: Class 26 contains 7188 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70402 members 
Mstep: Class 29 contains 29158 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2335 members 
Mstep: Class 32 contains 2764 members 
Mstep: Class 33 contains 2974 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 75333 members 
Mstep: Class 38 contains 1393 members 
Mstep: Class 39 contains 65518 members 
Mstep: Class 40 contains 145945 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 79698 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8865 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4944 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 182782 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 72775 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 39789 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 8432 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15115 members 
Mstep: Class 65 contains 226354 members 
Mstep: Class 66 contains 13291 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 24426 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90687768.000000 Penalty: 50111.023438
Iteration 351Q: 77 clusters Score -9.068777e+07 nChanged 25388
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99322 members 
Mstep: Class 3 contains 43755 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1882 members 
Mstep: Class 6 contains 1841 members 
Mstep: Class 7 contains 217142 members 
Mstep: Class 8 contains 56470 members 
Mstep: Class 9 contains 36958 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6705 members 
Mstep: Class 12 contains 57692 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 5421 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 3180 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 86489 members 
Mstep: Class 19 contains 88349 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 88175 members 
Mstep: Class 22 contains 1018 members 
Mstep: Class 23 contains 2735 members 
Mstep: Class 24 contains 37162 members 
Mstep: Class 25 contains 18854 members 
Mstep: Class 26 contains 7188 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70430 members 
Mstep: Class 29 contains 27144 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 2754 members 
Mstep: Class 33 contains 3028 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 70379 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 67325 members 
Mstep: Class 40 contains 146445 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 79048 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8846 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4909 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 184589 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 70832 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 38053 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 8726 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15118 members 
Mstep: Class 65 contains 231408 members 
Mstep: Class 66 contains 14050 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 23808 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90678440.000000 Penalty: 50111.023438
Iteration 352Q: 77 clusters Score -9.067844e+07 nChanged 22570
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99415 members 
Mstep: Class 3 contains 43522 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 217134 members 
Mstep: Class 8 contains 56003 members 
Mstep: Class 9 contains 36961 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6740 members 
Mstep: Class 12 contains 57720 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 5433 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 3041 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 86987 members 
Mstep: Class 19 contains 88347 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 88191 members 
Mstep: Class 22 contains 1019 members 
Mstep: Class 23 contains 2731 members 
Mstep: Class 24 contains 38990 members 
Mstep: Class 25 contains 18846 members 
Mstep: Class 26 contains 7188 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70451 members 
Mstep: Class 29 contains 25813 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 2746 members 
Mstep: Class 33 contains 3083 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 66972 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 69278 members 
Mstep: Class 40 contains 146645 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 78455 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8804 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4864 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 186222 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 69640 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36887 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 9027 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15124 members 
Mstep: Class 65 contains 233176 members 
Mstep: Class 66 contains 14907 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 23019 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90674248.000000 Penalty: 50111.023438
Iteration 353Q: 77 clusters Score -9.067425e+07 nChanged 19902
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99499 members 
Mstep: Class 3 contains 43324 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 217128 members 
Mstep: Class 8 contains 55603 members 
Mstep: Class 9 contains 36964 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6758 members 
Mstep: Class 12 contains 57755 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 5447 members 
Mstep: Class 15 contains 5863 members 
Mstep: Class 16 contains 2875 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 87467 members 
Mstep: Class 19 contains 88373 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 88208 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 40726 members 
Mstep: Class 25 contains 18836 members 
Mstep: Class 26 contains 7188 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70504 members 
Mstep: Class 29 contains 24888 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 2716 members 
Mstep: Class 33 contains 3147 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 65007 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 71206 members 
Mstep: Class 40 contains 146551 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 77860 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8738 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4774 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 187582 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 68880 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36203 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 9305 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15131 members 
Mstep: Class 65 contains 232994 members 
Mstep: Class 66 contains 15805 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 22097 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90672208.000000 Penalty: 50111.023438
Iteration 354Q: 77 clusters Score -9.067221e+07 nChanged 18023
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99583 members 
Mstep: Class 3 contains 43082 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 217111 members 
Mstep: Class 8 contains 55291 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 57746 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5456 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 2727 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 87881 members 
Mstep: Class 19 contains 88389 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88244 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 42249 members 
Mstep: Class 25 contains 18836 members 
Mstep: Class 26 contains 7189 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70575 members 
Mstep: Class 29 contains 24129 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 2667 members 
Mstep: Class 33 contains 3202 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 63971 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 73153 members 
Mstep: Class 40 contains 146324 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 77326 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8670 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4664 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 188637 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 68287 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 35905 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 9591 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15136 members 
Mstep: Class 65 contains 231842 members 
Mstep: Class 66 contains 16793 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 21053 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90671960.000000 Penalty: 50111.023438
Iteration 355Q: 77 clusters Score -9.067196e+07 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99622 members 
Mstep: Class 3 contains 42822 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1874 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 217067 members 
Mstep: Class 8 contains 54943 members 
Mstep: Class 9 contains 36965 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6777 members 
Mstep: Class 12 contains 57759 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5472 members 
Mstep: Class 15 contains 6008 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 88284 members 
Mstep: Class 19 contains 88404 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88282 members 
Mstep: Class 22 contains 1018 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 43655 members 
Mstep: Class 25 contains 18840 members 
Mstep: Class 26 contains 7189 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70666 members 
Mstep: Class 29 contains 23544 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2339 members 
Mstep: Class 32 contains 2626 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 63522 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 75193 members 
Mstep: Class 40 contains 145932 members 
Mstep: Class 41 contains 255 members 
Mstep: Class 42 contains 76906 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8599 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4564 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 189365 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 67745 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 35914 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 9875 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15144 members 
Mstep: Class 65 contains 230151 members 
Mstep: Class 66 contains 17776 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 19952 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90672736.000000 Penalty: 50111.023438
Iteration 356Q: 77 clusters Score -9.067274e+07 nChanged 16450
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99666 members 
Mstep: Class 3 contains 42597 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1870 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 217027 members 
Mstep: Class 8 contains 54580 members 
Mstep: Class 9 contains 36963 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6777 members 
Mstep: Class 12 contains 57757 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5493 members 
Mstep: Class 15 contains 6089 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 88658 members 
Mstep: Class 19 contains 88412 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88310 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 44942 members 
Mstep: Class 25 contains 18839 members 
Mstep: Class 26 contains 7188 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70749 members 
Mstep: Class 29 contains 23087 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2344 members 
Mstep: Class 32 contains 2586 members 
Mstep: Class 33 contains 3262 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 63270 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 77436 members 
Mstep: Class 40 contains 145299 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 76614 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8532 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4480 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 189745 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 67278 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36088 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10179 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15147 members 
Mstep: Class 65 contains 228283 members 
Mstep: Class 66 contains 18756 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 18881 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90673256.000000 Penalty: 50111.023438
Iteration 357Q: 77 clusters Score -9.067326e+07 nChanged 15987
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99695 members 
Mstep: Class 3 contains 42340 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1863 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 216999 members 
Mstep: Class 8 contains 54246 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 57758 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5503 members 
Mstep: Class 15 contains 6177 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89017 members 
Mstep: Class 19 contains 88425 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88345 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 46059 members 
Mstep: Class 25 contains 18829 members 
Mstep: Class 26 contains 7189 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70862 members 
Mstep: Class 29 contains 22766 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 2540 members 
Mstep: Class 33 contains 3272 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 63067 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 79805 members 
Mstep: Class 40 contains 144373 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 76463 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8468 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4418 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190014 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66864 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36392 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10477 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15147 members 
Mstep: Class 65 contains 226286 members 
Mstep: Class 66 contains 19791 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 17827 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90674440.000000 Penalty: 50111.023438
Iteration 358Q: 77 clusters Score -9.067444e+07 nChanged 15605
Entering ConstructFrom: 
Score: -90674440.000000 Penalty: 50111.023438
Entering ConstructFrom: 
Trying to split cluster 1 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -35363.726562 Penalty: 304.602570
	Iteration 0F: 2 clusters Score -35363.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34674.230469 Penalty: 609.205139
	Iteration 0F: 3 clusters Score -34674.23 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -34874.863281 Penalty: 609.205139
	Iteration 1F: 3 clusters Score -34874.86 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34927.304688 Penalty: 609.205139
	Iteration 2F: 3 clusters Score -34927.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -34951.476562 Penalty: 609.205139
	Iteration 3Q: 3 clusters Score -34951.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -34971.625000 Penalty: 609.205139
	Iteration 4Q: 3 clusters Score -34971.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -34982.152344 Penalty: 609.205139
	Iteration 5Q: 3 clusters Score -34982.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -34992.031250 Penalty: 609.205139
	Iteration 6Q: 3 clusters Score -34992.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -34997.226562 Penalty: 609.205139
	Iteration 7Q: 3 clusters Score -34997.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -35000.390625 Penalty: 609.205139
	Iteration 8Q: 3 clusters Score -35000.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -35002.593750 Penalty: 609.205139
	Iteration 9Q: 3 clusters Score -35002.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -35003.117188 Penalty: 609.205139
	Iteration 10Q: 3 clusters Score -35003.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -35004.292969 Penalty: 609.205139
	Iteration 11Q: 3 clusters Score -35004.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -35005.523438 Penalty: 609.205139
	Iteration 12Q: 3 clusters Score -35005.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -35008.023438 Penalty: 609.205139
	Iteration 13Q: 3 clusters Score -35008.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -35011.132812 Penalty: 609.205139
	Iteration 14Q: 3 clusters Score -35011.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -35015.089844 Penalty: 609.205139
	Iteration 15Q: 3 clusters Score -35015.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35019.234375 Penalty: 609.205139
	Iteration 16Q: 3 clusters Score -35019.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -35023.488281 Penalty: 609.205139
	Iteration 17Q: 3 clusters Score -35023.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -35028.050781 Penalty: 609.205139
	Iteration 18Q: 3 clusters Score -35028.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35034.738281 Penalty: 609.205139
	Iteration 19Q: 3 clusters Score -35034.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35038.023438 Penalty: 609.205139
	Iteration 20F: 3 clusters Score -35038.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35042.585938 Penalty: 609.205139
	Iteration 21Q: 3 clusters Score -35042.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -35046.914062 Penalty: 609.205139
	Iteration 22Q: 3 clusters Score -35046.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35054.019531 Penalty: 609.205139
	Iteration 23Q: 3 clusters Score -35054.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35061.914062 Penalty: 609.205139
	Iteration 24Q: 3 clusters Score -35061.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -35069.519531 Penalty: 609.205139
	Iteration 25Q: 3 clusters Score -35069.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -35078.761719 Penalty: 609.205139
	Iteration 26Q: 3 clusters Score -35078.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35091.699219 Penalty: 609.205139
	Iteration 27Q: 3 clusters Score -35091.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35100.789062 Penalty: 609.205139
	Iteration 28Q: 3 clusters Score -35100.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35109.203125 Penalty: 609.205139
	Iteration 29Q: 3 clusters Score -35109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35114.410156 Penalty: 609.205139
	Iteration 30Q: 3 clusters Score -35114.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35117.675781 Penalty: 609.205139
	Iteration 31Q: 3 clusters Score -35117.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35121.917969 Penalty: 609.205139
	Iteration 32Q: 3 clusters Score -35121.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35123.613281 Penalty: 609.205139
	Iteration 33Q: 3 clusters Score -35123.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35125.031250 Penalty: 609.205139
	Iteration 34Q: 3 clusters Score -35125.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35125.609375 Penalty: 609.205139
	Iteration 35Q: 3 clusters Score -35125.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -35125.769531 Penalty: 609.205139
	Iteration 36Q: 3 clusters Score -35125.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35125.945312 Penalty: 609.205139
	Iteration 37Q: 3 clusters Score -35125.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35125.945312 Penalty: 609.205139
	Iteration 38F: 3 clusters Score -35125.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99723 members 
Entering Unmasked Estep 
Score: -4783657.500000 Penalty: 523.711914
	Iteration 0F: 2 clusters Score -4783658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -4716615.500000 Penalty: 1047.423828
	Iteration 0F: 3 clusters Score -4716616 nChanged 48624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -4748170.000000 Penalty: 1047.423828
	Iteration 1F: 3 clusters Score -4748170 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -4750499.000000 Penalty: 1047.423828
	Iteration 2F: 3 clusters Score -4750499 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4753643.500000 Penalty: 1047.423828
	Iteration 3F: 3 clusters Score -4753644 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4758257.000000 Penalty: 1047.423828
	Iteration 4F: 3 clusters Score -4758257 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4764145.500000 Penalty: 1047.423828
	Iteration 5F: 3 clusters Score -4764146 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -4770561.000000 Penalty: 1047.423828
	Iteration 6F: 3 clusters Score -4770561 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4776001.500000 Penalty: 1047.423828
	Iteration 7F: 3 clusters Score -4776002 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -4779469.000000 Penalty: 1047.423828
	Iteration 8Q: 3 clusters Score -4779469 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4781240.000000 Penalty: 1047.423828
	Iteration 9Q: 3 clusters Score -4781240 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4782178.500000 Penalty: 1047.423828
	Iteration 10Q: 3 clusters Score -4782178 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98566 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4782630.500000 Penalty: 1047.423828
	Iteration 11Q: 3 clusters Score -4782630 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4782877.000000 Penalty: 1047.423828
	Iteration 12Q: 3 clusters Score -4782877 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4783013.500000 Penalty: 1047.423828
	Iteration 13Q: 3 clusters Score -4783014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4783103.500000 Penalty: 1047.423828
	Iteration 14Q: 3 clusters Score -4783104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99226 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4783162.500000 Penalty: 1047.423828
	Iteration 15Q: 3 clusters Score -4783162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99281 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4783207.500000 Penalty: 1047.423828
	Iteration 16Q: 3 clusters Score -4783208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4783230.500000 Penalty: 1047.423828
	Iteration 17Q: 3 clusters Score -4783230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99338 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4783242.000000 Penalty: 1047.423828
	Iteration 18Q: 3 clusters Score -4783242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99356 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4783246.000000 Penalty: 1047.423828
	Iteration 19Q: 3 clusters Score -4783246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4783260.500000 Penalty: 1047.423828
	Iteration 20F: 3 clusters Score -4783260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99378 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4783261.000000 Penalty: 1047.423828
	Iteration 21Q: 3 clusters Score -4783261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99385 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4783265.000000 Penalty: 1047.423828
	Iteration 22Q: 3 clusters Score -4783265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4783267.000000 Penalty: 1047.423828
	Iteration 23Q: 3 clusters Score -4783267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4783261.500000 Penalty: 1047.423828
	Iteration 24Q: 3 clusters Score -4783262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99391 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4783261.000000 Penalty: 1047.423828
	Iteration 25Q: 3 clusters Score -4783261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99391 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4783264.500000 Penalty: 1047.423828
	Iteration 26Q: 3 clusters Score -4783264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99392 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4783260.500000 Penalty: 1047.423828
	Iteration 27Q: 3 clusters Score -4783260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4783263.000000 Penalty: 1047.423828
	Iteration 28Q: 3 clusters Score -4783263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99394 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4783264.000000 Penalty: 1047.423828
	Iteration 29Q: 3 clusters Score -4783264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4783267.500000 Penalty: 1047.423828
	Iteration 30Q: 3 clusters Score -4783268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99397 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4783267.000000 Penalty: 1047.423828
	Iteration 31Q: 3 clusters Score -4783267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4783265.500000 Penalty: 1047.423828
	Iteration 32Q: 3 clusters Score -4783266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4783266.000000 Penalty: 1047.423828
	Iteration 33Q: 3 clusters Score -4783266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4783266.500000 Penalty: 1047.423828
	Iteration 34Q: 3 clusters Score -4783266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99412 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4783264.500000 Penalty: 1047.423828
	Iteration 35Q: 3 clusters Score -4783264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99415 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4783275.000000 Penalty: 1047.423828
	Iteration 36Q: 3 clusters Score -4783275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4783275.000000 Penalty: 1047.423828
	Iteration 37Q: 3 clusters Score -4783275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4783275.000000 Penalty: 1047.423828
	Iteration 38F: 3 clusters Score -4783275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Entering Unmasked Estep 
Score: -2121824.000000 Penalty: 484.446930
	Iteration 0F: 2 clusters Score -2121824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2093634.125000 Penalty: 968.893860
	Iteration 0F: 3 clusters Score -2093634 nChanged 20373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2106088.500000 Penalty: 968.893860
	Iteration 1F: 3 clusters Score -2106088 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2107010.500000 Penalty: 968.893860
	Iteration 2Q: 3 clusters Score -2107010 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2108364.500000 Penalty: 968.893860
	Iteration 3F: 3 clusters Score -2108364 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2110267.250000 Penalty: 968.893860
	Iteration 4F: 3 clusters Score -2110267 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2112925.750000 Penalty: 968.893860
	Iteration 5F: 3 clusters Score -2112926 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2115438.250000 Penalty: 968.893860
	Iteration 6F: 3 clusters Score -2115438 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2116732.250000 Penalty: 968.893860
	Iteration 7F: 3 clusters Score -2116732 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2117253.500000 Penalty: 968.893860
	Iteration 8Q: 3 clusters Score -2117254 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2117620.000000 Penalty: 968.893860
	Iteration 9Q: 3 clusters Score -2117620 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2117920.500000 Penalty: 968.893860
	Iteration 10Q: 3 clusters Score -2117920 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2118179.750000 Penalty: 968.893860
	Iteration 11Q: 3 clusters Score -2118180 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2118436.500000 Penalty: 968.893860
	Iteration 12Q: 3 clusters Score -2118436 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2118658.750000 Penalty: 968.893860
	Iteration 13Q: 3 clusters Score -2118659 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2118840.750000 Penalty: 968.893860
	Iteration 14Q: 3 clusters Score -2118841 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2118998.000000 Penalty: 968.893860
	Iteration 15Q: 3 clusters Score -2118998 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2119102.250000 Penalty: 968.893860
	Iteration 16Q: 3 clusters Score -2119102 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2119172.500000 Penalty: 968.893860
	Iteration 17Q: 3 clusters Score -2119172 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2119216.750000 Penalty: 968.893860
	Iteration 18Q: 3 clusters Score -2119217 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2119246.750000 Penalty: 968.893860
	Iteration 19Q: 3 clusters Score -2119247 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2119268.750000 Penalty: 968.893860
	Iteration 20F: 3 clusters Score -2119269 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2119277.500000 Penalty: 968.893860
	Iteration 21Q: 3 clusters Score -2119278 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2119286.000000 Penalty: 968.893860
	Iteration 22Q: 3 clusters Score -2119286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2119291.750000 Penalty: 968.893860
	Iteration 23Q: 3 clusters Score -2119292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2119292.000000 Penalty: 968.893860
	Iteration 24Q: 3 clusters Score -2119292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2119294.250000 Penalty: 968.893860
	Iteration 25Q: 3 clusters Score -2119294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2119297.000000 Penalty: 968.893860
	Iteration 26Q: 3 clusters Score -2119297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2119301.250000 Penalty: 968.893860
	Iteration 27Q: 3 clusters Score -2119301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2119303.000000 Penalty: 968.893860
	Iteration 28Q: 3 clusters Score -2119303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2119301.000000 Penalty: 968.893860
	Iteration 29Q: 3 clusters Score -2119301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2119302.500000 Penalty: 968.893860
	Iteration 30Q: 3 clusters Score -2119302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2119307.000000 Penalty: 968.893860
	Iteration 31Q: 3 clusters Score -2119307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2119309.750000 Penalty: 968.893860
	Iteration 32Q: 3 clusters Score -2119310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2119308.250000 Penalty: 968.893860
	Iteration 33Q: 3 clusters Score -2119308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2119309.250000 Penalty: 968.893860
	Iteration 34Q: 3 clusters Score -2119309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2119307.750000 Penalty: 968.893860
	Iteration 35Q: 3 clusters Score -2119308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2119305.500000 Penalty: 968.893860
	Iteration 36Q: 3 clusters Score -2119306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2119309.750000 Penalty: 968.893860
	Iteration 37Q: 3 clusters Score -2119310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2119311.500000 Penalty: 968.893860
	Iteration 38Q: 3 clusters Score -2119312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2119309.250000 Penalty: 968.893860
	Iteration 39Q: 3 clusters Score -2119309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2119310.250000 Penalty: 968.893860
	Iteration 40F: 3 clusters Score -2119310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2119314.000000 Penalty: 968.893860
	Iteration 41Q: 3 clusters Score -2119314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2119313.250000 Penalty: 968.893860
	Iteration 42Q: 3 clusters Score -2119313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2119312.750000 Penalty: 968.893860
	Iteration 43Q: 3 clusters Score -2119313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2119314.750000 Penalty: 968.893860
	Iteration 44Q: 3 clusters Score -2119315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2119312.750000 Penalty: 968.893860
	Iteration 45Q: 3 clusters Score -2119313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2119311.500000 Penalty: 968.893860
	Iteration 46Q: 3 clusters Score -2119312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2119311.250000 Penalty: 968.893860
	Iteration 47Q: 3 clusters Score -2119311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2119310.500000 Penalty: 968.893860
	Iteration 48Q: 3 clusters Score -2119310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2119311.750000 Penalty: 968.893860
	Iteration 49Q: 3 clusters Score -2119312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2119310.500000 Penalty: 968.893860
	Iteration 50Q: 3 clusters Score -2119310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2119311.750000 Penalty: 968.893860
	Iteration 51Q: 3 clusters Score -2119312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2119312.000000 Penalty: 968.893860
	Iteration 52Q: 3 clusters Score -2119312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2119310.250000 Penalty: 968.893860
	Iteration 53Q: 3 clusters Score -2119310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2119312.500000 Penalty: 968.893860
	Iteration 54Q: 3 clusters Score -2119312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2119312.750000 Penalty: 968.893860
	Iteration 55Q: 3 clusters Score -2119313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2119310.500000 Penalty: 968.893860
	Iteration 56Q: 3 clusters Score -2119310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2119310.000000 Penalty: 968.893860
	Iteration 57Q: 3 clusters Score -2119310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2119312.250000 Penalty: 968.893860
	Iteration 58Q: 3 clusters Score -2119312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2119312.250000 Penalty: 968.893860
	Iteration 59F: 3 clusters Score -2119312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -8647.669922 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -8647.67 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 143 members 
Entering Unmasked Estep 
Score: -8343.467773 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -8343.468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8605.790039 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -8605.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8756.592773 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -8756.593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8840.531250 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -8840.531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8932.309570 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -8932.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8982.337891 Penalty: 512.765869
	Iteration 5F: 3 clusters Score -8982.338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9001.457031 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -9001.457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9023.034180 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -9023.034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9036.213867 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -9036.214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9073.441406 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -9073.441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9147.380859 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -9147.381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9173.435547 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -9173.436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9173.435547 Penalty: 512.765869
	Iteration 12F: 3 clusters Score -9173.436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99723 members 
Mstep: Class 3 contains 42074 members 
Mstep: Class 4 contains 69 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 216989 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 57739 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89394 members 
Mstep: Class 19 contains 88422 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88373 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 47091 members 
Mstep: Class 25 contains 18832 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70981 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 3274 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 62973 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 82252 members 
Mstep: Class 40 contains 143133 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 76573 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8409 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4376 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190174 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66437 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36801 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10755 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15149 members 
Mstep: Class 65 contains 224266 members 
Mstep: Class 66 contains 20797 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 211 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 16800 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90674216.000000 Penalty: 50770.378906
Splitting cluster 4 changes total score from -90674440.000000 to -90674216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -89550.601562 Penalty: 342.539093
	Iteration 0F: 2 clusters Score -89550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -88201.921875 Penalty: 685.078186
	Iteration 0F: 3 clusters Score -88201.92 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -88710.945312 Penalty: 685.078186
	Iteration 1F: 3 clusters Score -88710.95 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -88879.695312 Penalty: 685.078186
	Iteration 2F: 3 clusters Score -88879.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -89043.914062 Penalty: 685.078186
	Iteration 3F: 3 clusters Score -89043.91 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -89173.453125 Penalty: 685.078186
	Iteration 4F: 3 clusters Score -89173.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -89232.476562 Penalty: 685.078186
	Iteration 5Q: 3 clusters Score -89232.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -89263.078125 Penalty: 685.078186
	Iteration 6Q: 3 clusters Score -89263.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -89286.312500 Penalty: 685.078186
	Iteration 7Q: 3 clusters Score -89286.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -89300.890625 Penalty: 685.078186
	Iteration 8Q: 3 clusters Score -89300.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -89309.179688 Penalty: 685.078186
	Iteration 9Q: 3 clusters Score -89309.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -89315.250000 Penalty: 685.078186
	Iteration 10Q: 3 clusters Score -89315.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -89321.625000 Penalty: 685.078186
	Iteration 11Q: 3 clusters Score -89321.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -89327.171875 Penalty: 685.078186
	Iteration 12Q: 3 clusters Score -89327.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -89332.460938 Penalty: 685.078186
	Iteration 13Q: 3 clusters Score -89332.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -89339.828125 Penalty: 685.078186
	Iteration 14Q: 3 clusters Score -89339.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -89342.960938 Penalty: 685.078186
	Iteration 15Q: 3 clusters Score -89342.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -89347.843750 Penalty: 685.078186
	Iteration 16Q: 3 clusters Score -89347.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -89351.968750 Penalty: 685.078186
	Iteration 17Q: 3 clusters Score -89351.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -89355.539062 Penalty: 685.078186
	Iteration 18Q: 3 clusters Score -89355.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -89360.335938 Penalty: 685.078186
	Iteration 19Q: 3 clusters Score -89360.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -89363.593750 Penalty: 685.078186
	Iteration 20F: 3 clusters Score -89363.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -89366.070312 Penalty: 685.078186
	Iteration 21Q: 3 clusters Score -89366.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -89366.640625 Penalty: 685.078186
	Iteration 22Q: 3 clusters Score -89366.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -89367.234375 Penalty: 685.078186
	Iteration 23Q: 3 clusters Score -89367.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -89367.796875 Penalty: 685.078186
	Iteration 24Q: 3 clusters Score -89367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -89368.242188 Penalty: 685.078186
	Iteration 25Q: 3 clusters Score -89368.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -89369.867188 Penalty: 685.078186
	Iteration 26Q: 3 clusters Score -89369.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -89370.507812 Penalty: 685.078186
	Iteration 27Q: 3 clusters Score -89370.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -89370.640625 Penalty: 685.078186
	Iteration 28Q: 3 clusters Score -89370.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -89370.734375 Penalty: 685.078186
	Iteration 29Q: 3 clusters Score -89370.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -89370.734375 Penalty: 685.078186
	Iteration 30F: 3 clusters Score -89370.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -84664.976562 Penalty: 343.218933
	Iteration 0F: 2 clusters Score -84664.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -83309.585938 Penalty: 686.437866
	Iteration 0F: 3 clusters Score -83309.59 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -83915.000000 Penalty: 686.437866
	Iteration 1F: 3 clusters Score -83915 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -84144.078125 Penalty: 686.437866
	Iteration 2F: 3 clusters Score -84144.08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -84352.171875 Penalty: 686.437866
	Iteration 3F: 3 clusters Score -84352.17 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -84458.984375 Penalty: 686.437866
	Iteration 4F: 3 clusters Score -84458.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -84503.023438 Penalty: 686.437866
	Iteration 5Q: 3 clusters Score -84503.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -84519.406250 Penalty: 686.437866
	Iteration 6Q: 3 clusters Score -84519.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -84525.187500 Penalty: 686.437866
	Iteration 7Q: 3 clusters Score -84525.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -84527.148438 Penalty: 686.437866
	Iteration 8Q: 3 clusters Score -84527.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -84528.281250 Penalty: 686.437866
	Iteration 9Q: 3 clusters Score -84528.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -84528.789062 Penalty: 686.437866
	Iteration 10Q: 3 clusters Score -84528.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -84528.929688 Penalty: 686.437866
	Iteration 11Q: 3 clusters Score -84528.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -84529.351562 Penalty: 686.437866
	Iteration 12Q: 3 clusters Score -84529.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -84529.375000 Penalty: 686.437866
	Iteration 13Q: 3 clusters Score -84529.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -84529.703125 Penalty: 686.437866
	Iteration 14Q: 3 clusters Score -84529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -84529.890625 Penalty: 686.437866
	Iteration 15Q: 3 clusters Score -84529.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -84529.859375 Penalty: 686.437866
	Iteration 16Q: 3 clusters Score -84529.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -84530.843750 Penalty: 686.437866
	Iteration 17Q: 3 clusters Score -84530.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -84531.937500 Penalty: 686.437866
	Iteration 18Q: 3 clusters Score -84531.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -84532.507812 Penalty: 686.437866
	Iteration 19Q: 3 clusters Score -84532.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -84532.742188 Penalty: 686.437866
	Iteration 20F: 3 clusters Score -84532.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (216989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216989 members 
Entering Unmasked Estep 
Score: -10211619.000000 Penalty: 559.085876
	Iteration 0F: 2 clusters Score -1.021162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 108836 members 
Entering Unmasked Estep 
Score: -10066964.000000 Penalty: 1118.171753
	Iteration 0F: 3 clusters Score -1.006696e+07 nChanged 106774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 124484 members 
Entering Unmasked Estep 
Score: -10134800.000000 Penalty: 1118.171753
	Iteration 1F: 3 clusters Score -1.01348e+07 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 134631 members 
Entering Unmasked Estep 
Score: -10141582.000000 Penalty: 1118.171753
	Iteration 2F: 3 clusters Score -1.014158e+07 nChanged 15159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 148224 members 
Entering Unmasked Estep 
Score: -10152533.000000 Penalty: 1118.171753
	Iteration 3F: 3 clusters Score -1.015253e+07 nChanged 16781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -10167106.000000 Penalty: 1118.171753
	Iteration 4F: 3 clusters Score -1.016711e+07 nChanged 15713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 178856 members 
Entering Unmasked Estep 
Score: -10182025.000000 Penalty: 1118.171753
	Iteration 5F: 3 clusters Score -1.018202e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 190412 members 
Entering Unmasked Estep 
Score: -10193372.000000 Penalty: 1118.171753
	Iteration 6F: 3 clusters Score -1.019337e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 198200 members 
Entering Unmasked Estep 
Score: -10200165.000000 Penalty: 1118.171753
	Iteration 7Q: 3 clusters Score -1.020016e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 203794 members 
Entering Unmasked Estep 
Score: -10204782.000000 Penalty: 1118.171753
	Iteration 8Q: 3 clusters Score -1.020478e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 207648 members 
Entering Unmasked Estep 
Score: -10207637.000000 Penalty: 1118.171753
	Iteration 9Q: 3 clusters Score -1.020764e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 210228 members 
Entering Unmasked Estep 
Score: -10209149.000000 Penalty: 1118.171753
	Iteration 10Q: 3 clusters Score -1.020915e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 212013 members 
Entering Unmasked Estep 
Score: -10210177.000000 Penalty: 1118.171753
	Iteration 11Q: 3 clusters Score -1.021018e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 213208 members 
Entering Unmasked Estep 
Score: -10210797.000000 Penalty: 1118.171753
	Iteration 12Q: 3 clusters Score -1.02108e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 214025 members 
Entering Unmasked Estep 
Score: -10211134.000000 Penalty: 1118.171753
	Iteration 13Q: 3 clusters Score -1.021113e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 214619 members 
Entering Unmasked Estep 
Score: -10211280.000000 Penalty: 1118.171753
	Iteration 14Q: 3 clusters Score -1.021128e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 215055 members 
Entering Unmasked Estep 
Score: -10211403.000000 Penalty: 1118.171753
	Iteration 15Q: 3 clusters Score -1.02114e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 215354 members 
Entering Unmasked Estep 
Score: -10211419.000000 Penalty: 1118.171753
	Iteration 16Q: 3 clusters Score -1.021142e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 215550 members 
Entering Unmasked Estep 
Score: -10211425.000000 Penalty: 1118.171753
	Iteration 17Q: 3 clusters Score -1.021142e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 215708 members 
Entering Unmasked Estep 
Score: -10211463.000000 Penalty: 1118.171753
	Iteration 18Q: 3 clusters Score -1.021146e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 215836 members 
Entering Unmasked Estep 
Score: -10211498.000000 Penalty: 1118.171753
	Iteration 19Q: 3 clusters Score -1.02115e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 215934 members 
Entering Unmasked Estep 
Score: -10211517.000000 Penalty: 1118.171753
	Iteration 20F: 3 clusters Score -1.021152e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 216016 members 
Entering Unmasked Estep 
Score: -10211534.000000 Penalty: 1118.171753
	Iteration 21Q: 3 clusters Score -1.021153e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 216083 members 
Entering Unmasked Estep 
Score: -10211547.000000 Penalty: 1118.171753
	Iteration 22Q: 3 clusters Score -1.021155e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 216135 members 
Entering Unmasked Estep 
Score: -10211563.000000 Penalty: 1118.171753
	Iteration 23Q: 3 clusters Score -1.021156e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 216174 members 
Entering Unmasked Estep 
Score: -10211547.000000 Penalty: 1118.171753
	Iteration 24Q: 3 clusters Score -1.021155e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 216205 members 
Entering Unmasked Estep 
Score: -10211555.000000 Penalty: 1118.171753
	Iteration 25Q: 3 clusters Score -1.021156e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 216237 members 
Entering Unmasked Estep 
Score: -10211562.000000 Penalty: 1118.171753
	Iteration 26Q: 3 clusters Score -1.021156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 216259 members 
Entering Unmasked Estep 
Score: -10211581.000000 Penalty: 1118.171753
	Iteration 27Q: 3 clusters Score -1.021158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 216267 members 
Entering Unmasked Estep 
Score: -10211574.000000 Penalty: 1118.171753
	Iteration 28Q: 3 clusters Score -1.021157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 216274 members 
Entering Unmasked Estep 
Score: -10211575.000000 Penalty: 1118.171753
	Iteration 29Q: 3 clusters Score -1.021158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 216284 members 
Entering Unmasked Estep 
Score: -10211584.000000 Penalty: 1118.171753
	Iteration 30Q: 3 clusters Score -1.021158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 216286 members 
Entering Unmasked Estep 
Score: -10211585.000000 Penalty: 1118.171753
	Iteration 31Q: 3 clusters Score -1.021158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 216289 members 
Entering Unmasked Estep 
Score: -10211587.000000 Penalty: 1118.171753
	Iteration 32Q: 3 clusters Score -1.021159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 216289 members 
Entering Unmasked Estep 
Score: -10211582.000000 Penalty: 1118.171753
	Iteration 33Q: 3 clusters Score -1.021158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 216290 members 
Entering Unmasked Estep 
Score: -10211587.000000 Penalty: 1118.171753
	Iteration 34Q: 3 clusters Score -1.021159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 216290 members 
Entering Unmasked Estep 
Score: -10211585.000000 Penalty: 1118.171753
	Iteration 35Q: 3 clusters Score -1.021158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 216290 members 
Entering Unmasked Estep 
Score: -10211581.000000 Penalty: 1118.171753
	Iteration 36Q: 3 clusters Score -1.021158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 216294 members 
Entering Unmasked Estep 
Score: -10211584.000000 Penalty: 1118.171753
	Iteration 37Q: 3 clusters Score -1.021158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 216297 members 
Entering Unmasked Estep 
Score: -10211584.000000 Penalty: 1118.171753
	Iteration 38Q: 3 clusters Score -1.021158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 216302 members 
Entering Unmasked Estep 
Score: -10211592.000000 Penalty: 1118.171753
	Iteration 39Q: 3 clusters Score -1.021159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 216306 members 
Entering Unmasked Estep 
Score: -10211586.000000 Penalty: 1118.171753
	Iteration 40F: 3 clusters Score -1.021159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 216312 members 
Entering Unmasked Estep 
Score: -10211583.000000 Penalty: 1118.171753
	Iteration 41Q: 3 clusters Score -1.021158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 216317 members 
Entering Unmasked Estep 
Score: -10211582.000000 Penalty: 1118.171753
	Iteration 42Q: 3 clusters Score -1.021158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 216321 members 
Entering Unmasked Estep 
Score: -10211580.000000 Penalty: 1118.171753
	Iteration 43Q: 3 clusters Score -1.021158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 216327 members 
Entering Unmasked Estep 
Score: -10211580.000000 Penalty: 1118.171753
	Iteration 44Q: 3 clusters Score -1.021158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 216329 members 
Entering Unmasked Estep 
Score: -10211586.000000 Penalty: 1118.171753
	Iteration 45Q: 3 clusters Score -1.021159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 216330 members 
Entering Unmasked Estep 
Score: -10211593.000000 Penalty: 1118.171753
	Iteration 46Q: 3 clusters Score -1.021159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 216331 members 
Entering Unmasked Estep 
Score: -10211588.000000 Penalty: 1118.171753
	Iteration 47Q: 3 clusters Score -1.021159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 216333 members 
Entering Unmasked Estep 
Score: -10211597.000000 Penalty: 1118.171753
	Iteration 48Q: 3 clusters Score -1.02116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 216334 members 
Entering Unmasked Estep 
Score: -10211598.000000 Penalty: 1118.171753
	Iteration 49Q: 3 clusters Score -1.02116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 216335 members 
Entering Unmasked Estep 
Score: -10211601.000000 Penalty: 1118.171753
	Iteration 50Q: 3 clusters Score -1.02116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 216335 members 
Entering Unmasked Estep 
Score: -10211600.000000 Penalty: 1118.171753
	Iteration 51Q: 3 clusters Score -1.02116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 216334 members 
Entering Unmasked Estep 
Score: -10211601.000000 Penalty: 1118.171753
	Iteration 52Q: 3 clusters Score -1.02116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 216334 members 
Entering Unmasked Estep 
Score: -10211601.000000 Penalty: 1118.171753
	Iteration 53F: 3 clusters Score -1.02116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Entering Unmasked Estep 
Score: -2720144.750000 Penalty: 495.627747
	Iteration 0F: 2 clusters Score -2720145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -2684076.750000 Penalty: 991.255493
	Iteration 0F: 3 clusters Score -2684077 nChanged 25965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -2699187.750000 Penalty: 991.255493
	Iteration 1F: 3 clusters Score -2699188 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -2699978.000000 Penalty: 991.255493
	Iteration 2Q: 3 clusters Score -2699978 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -2701178.000000 Penalty: 991.255493
	Iteration 3F: 3 clusters Score -2701178 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -2703052.000000 Penalty: 991.255493
	Iteration 4F: 3 clusters Score -2703052 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -2705874.250000 Penalty: 991.255493
	Iteration 5F: 3 clusters Score -2705874 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -2709558.000000 Penalty: 991.255493
	Iteration 6F: 3 clusters Score -2709558 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -2713278.250000 Penalty: 991.255493
	Iteration 7F: 3 clusters Score -2713278 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -2715747.250000 Penalty: 991.255493
	Iteration 8Q: 3 clusters Score -2715747 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -2717006.000000 Penalty: 991.255493
	Iteration 9Q: 3 clusters Score -2717006 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -2717633.500000 Penalty: 991.255493
	Iteration 10Q: 3 clusters Score -2717634 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -2718076.000000 Penalty: 991.255493
	Iteration 11Q: 3 clusters Score -2718076 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -2718477.500000 Penalty: 991.255493
	Iteration 12Q: 3 clusters Score -2718478 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -2718793.250000 Penalty: 991.255493
	Iteration 13Q: 3 clusters Score -2718793 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -2719063.500000 Penalty: 991.255493
	Iteration 14Q: 3 clusters Score -2719064 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -2719296.250000 Penalty: 991.255493
	Iteration 15Q: 3 clusters Score -2719296 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -2719485.000000 Penalty: 991.255493
	Iteration 16Q: 3 clusters Score -2719485 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -2719633.000000 Penalty: 991.255493
	Iteration 17Q: 3 clusters Score -2719633 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -2719750.000000 Penalty: 991.255493
	Iteration 18Q: 3 clusters Score -2719750 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -2719854.250000 Penalty: 991.255493
	Iteration 19Q: 3 clusters Score -2719854 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -2719947.500000 Penalty: 991.255493
	Iteration 20F: 3 clusters Score -2719948 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -2720002.000000 Penalty: 991.255493
	Iteration 21Q: 3 clusters Score -2720002 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -2720040.750000 Penalty: 991.255493
	Iteration 22Q: 3 clusters Score -2720041 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -2720063.500000 Penalty: 991.255493
	Iteration 23Q: 3 clusters Score -2720064 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -2720075.500000 Penalty: 991.255493
	Iteration 24Q: 3 clusters Score -2720076 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -2720085.250000 Penalty: 991.255493
	Iteration 25Q: 3 clusters Score -2720085 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -2720094.750000 Penalty: 991.255493
	Iteration 26Q: 3 clusters Score -2720095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -2720097.750000 Penalty: 991.255493
	Iteration 27Q: 3 clusters Score -2720098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -2720096.250000 Penalty: 991.255493
	Iteration 28Q: 3 clusters Score -2720096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -2720091.250000 Penalty: 991.255493
	Iteration 29Q: 3 clusters Score -2720091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -2720089.750000 Penalty: 991.255493
	Iteration 30Q: 3 clusters Score -2720090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -2720091.250000 Penalty: 991.255493
	Iteration 31Q: 3 clusters Score -2720091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -2720091.250000 Penalty: 991.255493
	Iteration 32Q: 3 clusters Score -2720091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -2720099.500000 Penalty: 991.255493
	Iteration 33Q: 3 clusters Score -2720100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -2720101.000000 Penalty: 991.255493
	Iteration 34Q: 3 clusters Score -2720101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -2720107.250000 Penalty: 991.255493
	Iteration 35Q: 3 clusters Score -2720107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -2720124.250000 Penalty: 991.255493
	Iteration 36Q: 3 clusters Score -2720124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -2720126.750000 Penalty: 991.255493
	Iteration 37Q: 3 clusters Score -2720127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -2720137.500000 Penalty: 991.255493
	Iteration 38Q: 3 clusters Score -2720138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -2720151.500000 Penalty: 991.255493
	Iteration 39Q: 3 clusters Score -2720152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -2720164.750000 Penalty: 991.255493
	Iteration 40F: 3 clusters Score -2720165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -2720169.750000 Penalty: 991.255493
	Iteration 41Q: 3 clusters Score -2720170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -2720179.250000 Penalty: 991.255493
	Iteration 42Q: 3 clusters Score -2720179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -2720189.250000 Penalty: 991.255493
	Iteration 43Q: 3 clusters Score -2720189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -2720181.250000 Penalty: 991.255493
	Iteration 44Q: 3 clusters Score -2720181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -2720181.250000 Penalty: 991.255493
	Iteration 45Q: 3 clusters Score -2720181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -2720179.000000 Penalty: 991.255493
	Iteration 46Q: 3 clusters Score -2720179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -2720177.250000 Penalty: 991.255493
	Iteration 47Q: 3 clusters Score -2720177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -2720178.250000 Penalty: 991.255493
	Iteration 48Q: 3 clusters Score -2720178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -2720172.250000 Penalty: 991.255493
	Iteration 49Q: 3 clusters Score -2720172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -2720170.750000 Penalty: 991.255493
	Iteration 50Q: 3 clusters Score -2720171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -2720177.750000 Penalty: 991.255493
	Iteration 51Q: 3 clusters Score -2720178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -2720184.250000 Penalty: 991.255493
	Iteration 52Q: 3 clusters Score -2720184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -2720179.750000 Penalty: 991.255493
	Iteration 53Q: 3 clusters Score -2720180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -2720178.000000 Penalty: 991.255493
	Iteration 54Q: 3 clusters Score -2720178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -2720182.750000 Penalty: 991.255493
	Iteration 55Q: 3 clusters Score -2720183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -2720180.250000 Penalty: 991.255493
	Iteration 56Q: 3 clusters Score -2720180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -2720182.500000 Penalty: 991.255493
	Iteration 57Q: 3 clusters Score -2720182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -2720184.000000 Penalty: 991.255493
	Iteration 58Q: 3 clusters Score -2720184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -2720188.250000 Penalty: 991.255493
	Iteration 59Q: 3 clusters Score -2720188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -2720190.250000 Penalty: 991.255493
	Iteration 60F: 3 clusters Score -2720190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -2720192.250000 Penalty: 991.255493
	Iteration 61Q: 3 clusters Score -2720192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -2720193.500000 Penalty: 991.255493
	Iteration 62Q: 3 clusters Score -2720194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -2720194.250000 Penalty: 991.255493
	Iteration 63Q: 3 clusters Score -2720194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -2720190.250000 Penalty: 991.255493
	Iteration 64Q: 3 clusters Score -2720190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -2720188.250000 Penalty: 991.255493
	Iteration 65Q: 3 clusters Score -2720188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -2720189.750000 Penalty: 991.255493
	Iteration 66Q: 3 clusters Score -2720190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -2720190.500000 Penalty: 991.255493
	Iteration 67Q: 3 clusters Score -2720190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -2720192.750000 Penalty: 991.255493
	Iteration 68Q: 3 clusters Score -2720193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -2720191.000000 Penalty: 991.255493
	Iteration 69Q: 3 clusters Score -2720191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -2720197.000000 Penalty: 991.255493
	Iteration 70Q: 3 clusters Score -2720197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -2720194.000000 Penalty: 991.255493
	Iteration 71Q: 3 clusters Score -2720194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -2720194.750000 Penalty: 991.255493
	Iteration 72Q: 3 clusters Score -2720195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -2720192.250000 Penalty: 991.255493
	Iteration 73Q: 3 clusters Score -2720192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -2720198.500000 Penalty: 991.255493
	Iteration 74Q: 3 clusters Score -2720198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -2720198.250000 Penalty: 991.255493
	Iteration 75Q: 3 clusters Score -2720198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -2720197.000000 Penalty: 991.255493
	Iteration 76Q: 3 clusters Score -2720197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -2720200.750000 Penalty: 991.255493
	Iteration 77Q: 3 clusters Score -2720201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -2720203.500000 Penalty: 991.255493
	Iteration 78Q: 3 clusters Score -2720204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -2720198.750000 Penalty: 991.255493
	Iteration 79Q: 3 clusters Score -2720199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -2720205.500000 Penalty: 991.255493
	Iteration 80F: 3 clusters Score -2720206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -2720205.750000 Penalty: 991.255493
	Iteration 81Q: 3 clusters Score -2720206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -2720203.250000 Penalty: 991.255493
	Iteration 82Q: 3 clusters Score -2720203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -2720205.000000 Penalty: 991.255493
	Iteration 83Q: 3 clusters Score -2720205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -2720204.500000 Penalty: 991.255493
	Iteration 84Q: 3 clusters Score -2720204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -2720204.750000 Penalty: 991.255493
	Iteration 85Q: 3 clusters Score -2720205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -2720205.250000 Penalty: 991.255493
	Iteration 86Q: 3 clusters Score -2720205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -2720205.500000 Penalty: 991.255493
	Iteration 87Q: 3 clusters Score -2720206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -2720207.750000 Penalty: 991.255493
	Iteration 88Q: 3 clusters Score -2720208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -2720206.750000 Penalty: 991.255493
	Iteration 89Q: 3 clusters Score -2720207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -2720205.500000 Penalty: 991.255493
	Iteration 90Q: 3 clusters Score -2720206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -2720205.500000 Penalty: 991.255493
	Iteration 91F: 3 clusters Score -2720206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99723 members 
Mstep: Class 3 contains 42074 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 216989 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 57739 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89394 members 
Mstep: Class 19 contains 88422 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88373 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 47091 members 
Mstep: Class 25 contains 18832 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70981 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 3274 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 62973 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 82252 members 
Mstep: Class 40 contains 143133 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 76573 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8409 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4376 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190174 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66437 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36801 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10755 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15149 members 
Mstep: Class 65 contains 224266 members 
Mstep: Class 66 contains 20797 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 51111 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 16800 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90673736.000000 Penalty: 50770.378906
Splitting cluster 8 changes total score from -90674440.000000 to -90673736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (36971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Entering Unmasked Estep 
Score: -1738098.250000 Penalty: 478.563965
	Iteration 0F: 2 clusters Score -1738098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -1713248.625000 Penalty: 957.127930
	Iteration 0F: 3 clusters Score -1713249 nChanged 17845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1724609.750000 Penalty: 957.127930
	Iteration 1F: 3 clusters Score -1724610 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1725985.875000 Penalty: 957.127930
	Iteration 2F: 3 clusters Score -1725986 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1728266.375000 Penalty: 957.127930
	Iteration 3F: 3 clusters Score -1728266 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1731565.750000 Penalty: 957.127930
	Iteration 4F: 3 clusters Score -1731566 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1734860.125000 Penalty: 957.127930
	Iteration 5F: 3 clusters Score -1734860 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1736736.000000 Penalty: 957.127930
	Iteration 6Q: 3 clusters Score -1736736 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1737400.000000 Penalty: 957.127930
	Iteration 7Q: 3 clusters Score -1737400 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1737571.500000 Penalty: 957.127930
	Iteration 8Q: 3 clusters Score -1737572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1737626.625000 Penalty: 957.127930
	Iteration 9Q: 3 clusters Score -1737627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1737639.625000 Penalty: 957.127930
	Iteration 10Q: 3 clusters Score -1737640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1737652.125000 Penalty: 957.127930
	Iteration 11Q: 3 clusters Score -1737652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1737664.625000 Penalty: 957.127930
	Iteration 12Q: 3 clusters Score -1737665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1737674.000000 Penalty: 957.127930
	Iteration 13Q: 3 clusters Score -1737674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1737683.000000 Penalty: 957.127930
	Iteration 14Q: 3 clusters Score -1737683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1737690.125000 Penalty: 957.127930
	Iteration 15Q: 3 clusters Score -1737690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1737691.375000 Penalty: 957.127930
	Iteration 16Q: 3 clusters Score -1737691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1737702.875000 Penalty: 957.127930
	Iteration 17Q: 3 clusters Score -1737703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1737708.750000 Penalty: 957.127930
	Iteration 18Q: 3 clusters Score -1737709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1737710.125000 Penalty: 957.127930
	Iteration 19Q: 3 clusters Score -1737710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1737711.750000 Penalty: 957.127930
	Iteration 20F: 3 clusters Score -1737712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1737721.500000 Penalty: 957.127930
	Iteration 21Q: 3 clusters Score -1737722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1737724.750000 Penalty: 957.127930
	Iteration 22Q: 3 clusters Score -1737725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1737724.750000 Penalty: 957.127930
	Iteration 23F: 3 clusters Score -1737725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -60461.808594 Penalty: 326.484802
	Iteration 0F: 2 clusters Score -60461.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -59436.417969 Penalty: 652.969604
	Iteration 0F: 3 clusters Score -59436.42 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59724.851562 Penalty: 652.969604
	Iteration 1F: 3 clusters Score -59724.85 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -59787.707031 Penalty: 652.969604
	Iteration 2F: 3 clusters Score -59787.71 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -59824.320312 Penalty: 652.969604
	Iteration 3F: 3 clusters Score -59824.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -59860.019531 Penalty: 652.969604
	Iteration 4Q: 3 clusters Score -59860.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -59890.410156 Penalty: 652.969604
	Iteration 5Q: 3 clusters Score -59890.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -59910.070312 Penalty: 652.969604
	Iteration 6Q: 3 clusters Score -59910.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -59923.277344 Penalty: 652.969604
	Iteration 7Q: 3 clusters Score -59923.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -59940.070312 Penalty: 652.969604
	Iteration 8Q: 3 clusters Score -59940.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -59949.097656 Penalty: 652.969604
	Iteration 9Q: 3 clusters Score -59949.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -59959.765625 Penalty: 652.969604
	Iteration 10Q: 3 clusters Score -59959.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -59978.625000 Penalty: 652.969604
	Iteration 11Q: 3 clusters Score -59978.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -60007.636719 Penalty: 652.969604
	Iteration 12Q: 3 clusters Score -60007.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -60056.406250 Penalty: 652.969604
	Iteration 13Q: 3 clusters Score -60056.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -60108.496094 Penalty: 652.969604
	Iteration 14Q: 3 clusters Score -60108.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -60141.875000 Penalty: 652.969604
	Iteration 15Q: 3 clusters Score -60141.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -60161.535156 Penalty: 652.969604
	Iteration 16Q: 3 clusters Score -60161.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -60175.242188 Penalty: 652.969604
	Iteration 17Q: 3 clusters Score -60175.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -60186.066406 Penalty: 652.969604
	Iteration 18Q: 3 clusters Score -60186.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -60191.082031 Penalty: 652.969604
	Iteration 19Q: 3 clusters Score -60191.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -60194.289062 Penalty: 652.969604
	Iteration 20F: 3 clusters Score -60194.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -60196.257812 Penalty: 652.969604
	Iteration 21Q: 3 clusters Score -60196.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -60197.164062 Penalty: 652.969604
	Iteration 22Q: 3 clusters Score -60197.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -60197.679688 Penalty: 652.969604
	Iteration 23Q: 3 clusters Score -60197.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -60197.968750 Penalty: 652.969604
	Iteration 24Q: 3 clusters Score -60197.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -60197.968750 Penalty: 652.969604
	Iteration 25F: 3 clusters Score -60197.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Entering Unmasked Estep 
Score: -317106.531250 Penalty: 401.341827
	Iteration 0F: 2 clusters Score -317106.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -312633.625000 Penalty: 802.683655
	Iteration 0F: 3 clusters Score -312633.6 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -314255.312500 Penalty: 802.683655
	Iteration 1F: 3 clusters Score -314255.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -314349.187500 Penalty: 802.683655
	Iteration 2Q: 3 clusters Score -314349.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -314481.562500 Penalty: 802.683655
	Iteration 3Q: 3 clusters Score -314481.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -314651.250000 Penalty: 802.683655
	Iteration 4Q: 3 clusters Score -314651.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -314873.656250 Penalty: 802.683655
	Iteration 5F: 3 clusters Score -314873.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -315101.375000 Penalty: 802.683655
	Iteration 6F: 3 clusters Score -315101.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -315328.312500 Penalty: 802.683655
	Iteration 7F: 3 clusters Score -315328.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -315527.781250 Penalty: 802.683655
	Iteration 8Q: 3 clusters Score -315527.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -315694.781250 Penalty: 802.683655
	Iteration 9Q: 3 clusters Score -315694.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -315805.562500 Penalty: 802.683655
	Iteration 10Q: 3 clusters Score -315805.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -315865.875000 Penalty: 802.683655
	Iteration 11Q: 3 clusters Score -315865.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -315909.281250 Penalty: 802.683655
	Iteration 12Q: 3 clusters Score -315909.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -315933.281250 Penalty: 802.683655
	Iteration 13Q: 3 clusters Score -315933.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -315950.343750 Penalty: 802.683655
	Iteration 14Q: 3 clusters Score -315950.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -315961.125000 Penalty: 802.683655
	Iteration 15Q: 3 clusters Score -315961.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -315973.937500 Penalty: 802.683655
	Iteration 16Q: 3 clusters Score -315973.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -315985.781250 Penalty: 802.683655
	Iteration 17Q: 3 clusters Score -315985.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -316000.093750 Penalty: 802.683655
	Iteration 18Q: 3 clusters Score -316000.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -316009.312500 Penalty: 802.683655
	Iteration 19Q: 3 clusters Score -316009.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -316016.250000 Penalty: 802.683655
	Iteration 20F: 3 clusters Score -316016.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -316024.687500 Penalty: 802.683655
	Iteration 21Q: 3 clusters Score -316024.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -316034.968750 Penalty: 802.683655
	Iteration 22Q: 3 clusters Score -316035 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -316045.906250 Penalty: 802.683655
	Iteration 23Q: 3 clusters Score -316045.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -316055.750000 Penalty: 802.683655
	Iteration 24Q: 3 clusters Score -316055.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -316063.468750 Penalty: 802.683655
	Iteration 25Q: 3 clusters Score -316063.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -316068.343750 Penalty: 802.683655
	Iteration 26Q: 3 clusters Score -316068.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -316071.906250 Penalty: 802.683655
	Iteration 27Q: 3 clusters Score -316071.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -316077.000000 Penalty: 802.683655
	Iteration 28Q: 3 clusters Score -316077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -316082.468750 Penalty: 802.683655
	Iteration 29Q: 3 clusters Score -316082.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -316086.343750 Penalty: 802.683655
	Iteration 30Q: 3 clusters Score -316086.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -316090.937500 Penalty: 802.683655
	Iteration 31Q: 3 clusters Score -316090.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -316093.812500 Penalty: 802.683655
	Iteration 32Q: 3 clusters Score -316093.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -316096.031250 Penalty: 802.683655
	Iteration 33Q: 3 clusters Score -316096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -316099.156250 Penalty: 802.683655
	Iteration 34Q: 3 clusters Score -316099.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -316100.843750 Penalty: 802.683655
	Iteration 35Q: 3 clusters Score -316100.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -316102.218750 Penalty: 802.683655
	Iteration 36Q: 3 clusters Score -316102.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -316104.968750 Penalty: 802.683655
	Iteration 37Q: 3 clusters Score -316105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -316108.062500 Penalty: 802.683655
	Iteration 38Q: 3 clusters Score -316108.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -316109.718750 Penalty: 802.683655
	Iteration 39Q: 3 clusters Score -316109.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -316111.250000 Penalty: 802.683655
	Iteration 40F: 3 clusters Score -316111.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -316113.343750 Penalty: 802.683655
	Iteration 41Q: 3 clusters Score -316113.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -316114.625000 Penalty: 802.683655
	Iteration 42Q: 3 clusters Score -316114.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -316115.125000 Penalty: 802.683655
	Iteration 43Q: 3 clusters Score -316115.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -316115.968750 Penalty: 802.683655
	Iteration 44Q: 3 clusters Score -316116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -316116.843750 Penalty: 802.683655
	Iteration 45Q: 3 clusters Score -316116.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -316118.500000 Penalty: 802.683655
	Iteration 46Q: 3 clusters Score -316118.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -316119.843750 Penalty: 802.683655
	Iteration 47Q: 3 clusters Score -316119.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -316120.906250 Penalty: 802.683655
	Iteration 48Q: 3 clusters Score -316120.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -316121.406250 Penalty: 802.683655
	Iteration 49Q: 3 clusters Score -316121.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -316122.625000 Penalty: 802.683655
	Iteration 50Q: 3 clusters Score -316122.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -316126.375000 Penalty: 802.683655
	Iteration 51Q: 3 clusters Score -316126.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -316130.312500 Penalty: 802.683655
	Iteration 52Q: 3 clusters Score -316130.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -316132.437500 Penalty: 802.683655
	Iteration 53Q: 3 clusters Score -316132.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -316135.437500 Penalty: 802.683655
	Iteration 54Q: 3 clusters Score -316135.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -316138.718750 Penalty: 802.683655
	Iteration 55Q: 3 clusters Score -316138.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -316141.968750 Penalty: 802.683655
	Iteration 56Q: 3 clusters Score -316142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -316145.750000 Penalty: 802.683655
	Iteration 57Q: 3 clusters Score -316145.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -316148.875000 Penalty: 802.683655
	Iteration 58Q: 3 clusters Score -316148.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -316152.000000 Penalty: 802.683655
	Iteration 59Q: 3 clusters Score -316152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -316155.312500 Penalty: 802.683655
	Iteration 60F: 3 clusters Score -316155.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -316157.843750 Penalty: 802.683655
	Iteration 61Q: 3 clusters Score -316157.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -316161.375000 Penalty: 802.683655
	Iteration 62Q: 3 clusters Score -316161.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -316167.000000 Penalty: 802.683655
	Iteration 63Q: 3 clusters Score -316167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -316173.250000 Penalty: 802.683655
	Iteration 64Q: 3 clusters Score -316173.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -316179.281250 Penalty: 802.683655
	Iteration 65Q: 3 clusters Score -316179.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -316185.750000 Penalty: 802.683655
	Iteration 66Q: 3 clusters Score -316185.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -316195.156250 Penalty: 802.683655
	Iteration 67Q: 3 clusters Score -316195.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -316214.812500 Penalty: 802.683655
	Iteration 68Q: 3 clusters Score -316214.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -316236.062500 Penalty: 802.683655
	Iteration 69Q: 3 clusters Score -316236.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -316259.062500 Penalty: 802.683655
	Iteration 70Q: 3 clusters Score -316259.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -316291.625000 Penalty: 802.683655
	Iteration 71Q: 3 clusters Score -316291.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -316318.093750 Penalty: 802.683655
	Iteration 72Q: 3 clusters Score -316318.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -316342.187500 Penalty: 802.683655
	Iteration 73Q: 3 clusters Score -316342.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -316364.375000 Penalty: 802.683655
	Iteration 74Q: 3 clusters Score -316364.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -316383.406250 Penalty: 802.683655
	Iteration 75Q: 3 clusters Score -316383.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -316405.468750 Penalty: 802.683655
	Iteration 76Q: 3 clusters Score -316405.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -316424.937500 Penalty: 802.683655
	Iteration 77Q: 3 clusters Score -316424.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -316450.406250 Penalty: 802.683655
	Iteration 78Q: 3 clusters Score -316450.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -316484.843750 Penalty: 802.683655
	Iteration 79Q: 3 clusters Score -316484.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -316526.875000 Penalty: 802.683655
	Iteration 80F: 3 clusters Score -316526.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -316566.843750 Penalty: 802.683655
	Iteration 81Q: 3 clusters Score -316566.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -316602.375000 Penalty: 802.683655
	Iteration 82Q: 3 clusters Score -316602.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -316631.937500 Penalty: 802.683655
	Iteration 83Q: 3 clusters Score -316631.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -316655.562500 Penalty: 802.683655
	Iteration 84Q: 3 clusters Score -316655.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -316671.656250 Penalty: 802.683655
	Iteration 85Q: 3 clusters Score -316671.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -316684.968750 Penalty: 802.683655
	Iteration 86Q: 3 clusters Score -316685 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -316695.593750 Penalty: 802.683655
	Iteration 87Q: 3 clusters Score -316695.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -316704.531250 Penalty: 802.683655
	Iteration 88Q: 3 clusters Score -316704.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -316711.093750 Penalty: 802.683655
	Iteration 89Q: 3 clusters Score -316711.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -316714.968750 Penalty: 802.683655
	Iteration 90Q: 3 clusters Score -316715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -316717.468750 Penalty: 802.683655
	Iteration 91Q: 3 clusters Score -316717.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -316720.093750 Penalty: 802.683655
	Iteration 92Q: 3 clusters Score -316720.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -316723.593750 Penalty: 802.683655
	Iteration 93Q: 3 clusters Score -316723.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -316726.343750 Penalty: 802.683655
	Iteration 94Q: 3 clusters Score -316726.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -316729.000000 Penalty: 802.683655
	Iteration 95Q: 3 clusters Score -316729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -316730.156250 Penalty: 802.683655
	Iteration 96Q: 3 clusters Score -316730.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -316730.968750 Penalty: 802.683655
	Iteration 97Q: 3 clusters Score -316731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -316731.187500 Penalty: 802.683655
	Iteration 98Q: 3 clusters Score -316731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -316731.625000 Penalty: 802.683655
	Iteration 99Q: 3 clusters Score -316731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -316732.093750 Penalty: 802.683655
	Iteration 100F: 3 clusters Score -316732.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -316732.625000 Penalty: 802.683655
	Iteration 101Q: 3 clusters Score -316732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -316733.906250 Penalty: 802.683655
	Iteration 102Q: 3 clusters Score -316733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -316734.000000 Penalty: 802.683655
	Iteration 103Q: 3 clusters Score -316734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -316734.937500 Penalty: 802.683655
	Iteration 104Q: 3 clusters Score -316734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -316735.468750 Penalty: 802.683655
	Iteration 105Q: 3 clusters Score -316735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -316736.750000 Penalty: 802.683655
	Iteration 106Q: 3 clusters Score -316736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -316736.843750 Penalty: 802.683655
	Iteration 107Q: 3 clusters Score -316736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -316737.000000 Penalty: 802.683655
	Iteration 108Q: 3 clusters Score -316737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -316737.031250 Penalty: 802.683655
	Iteration 109Q: 3 clusters Score -316737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -316737.843750 Penalty: 802.683655
	Iteration 110Q: 3 clusters Score -316737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -316738.687500 Penalty: 802.683655
	Iteration 111Q: 3 clusters Score -316738.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -316741.031250 Penalty: 802.683655
	Iteration 112Q: 3 clusters Score -316741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -316741.312500 Penalty: 802.683655
	Iteration 113Q: 3 clusters Score -316741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -316743.625000 Penalty: 802.683655
	Iteration 114Q: 3 clusters Score -316743.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -316745.437500 Penalty: 802.683655
	Iteration 115Q: 3 clusters Score -316745.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -316746.156250 Penalty: 802.683655
	Iteration 116Q: 3 clusters Score -316746.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -316747.968750 Penalty: 802.683655
	Iteration 117Q: 3 clusters Score -316748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -316748.843750 Penalty: 802.683655
	Iteration 118Q: 3 clusters Score -316748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -316750.781250 Penalty: 802.683655
	Iteration 119Q: 3 clusters Score -316750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -316752.156250 Penalty: 802.683655
	Iteration 120F: 3 clusters Score -316752.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -316756.156250 Penalty: 802.683655
	Iteration 121Q: 3 clusters Score -316756.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -316759.312500 Penalty: 802.683655
	Iteration 122Q: 3 clusters Score -316759.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -316761.312500 Penalty: 802.683655
	Iteration 123Q: 3 clusters Score -316761.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -316763.750000 Penalty: 802.683655
	Iteration 124Q: 3 clusters Score -316763.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -316766.031250 Penalty: 802.683655
	Iteration 125Q: 3 clusters Score -316766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -316767.156250 Penalty: 802.683655
	Iteration 126Q: 3 clusters Score -316767.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -316769.343750 Penalty: 802.683655
	Iteration 127Q: 3 clusters Score -316769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -316771.375000 Penalty: 802.683655
	Iteration 128Q: 3 clusters Score -316771.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -316772.218750 Penalty: 802.683655
	Iteration 129Q: 3 clusters Score -316772.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -316773.843750 Penalty: 802.683655
	Iteration 130Q: 3 clusters Score -316773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -316775.250000 Penalty: 802.683655
	Iteration 131Q: 3 clusters Score -316775.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -316776.781250 Penalty: 802.683655
	Iteration 132Q: 3 clusters Score -316776.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -316779.781250 Penalty: 802.683655
	Iteration 133Q: 3 clusters Score -316779.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -316784.156250 Penalty: 802.683655
	Iteration 134Q: 3 clusters Score -316784.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -316788.000000 Penalty: 802.683655
	Iteration 135Q: 3 clusters Score -316788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -316790.500000 Penalty: 802.683655
	Iteration 136Q: 3 clusters Score -316790.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -316793.781250 Penalty: 802.683655
	Iteration 137Q: 3 clusters Score -316793.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -316796.468750 Penalty: 802.683655
	Iteration 138Q: 3 clusters Score -316796.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -316799.562500 Penalty: 802.683655
	Iteration 139Q: 3 clusters Score -316799.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -316800.531250 Penalty: 802.683655
	Iteration 140F: 3 clusters Score -316800.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -316801.656250 Penalty: 802.683655
	Iteration 141Q: 3 clusters Score -316801.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -316803.093750 Penalty: 802.683655
	Iteration 142Q: 3 clusters Score -316803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -316803.437500 Penalty: 802.683655
	Iteration 143Q: 3 clusters Score -316803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -316803.437500 Penalty: 802.683655
	Iteration 144Q: 3 clusters Score -316803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -316804.000000 Penalty: 802.683655
	Iteration 145Q: 3 clusters Score -316804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -316804.687500 Penalty: 802.683655
	Iteration 146Q: 3 clusters Score -316804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -316805.187500 Penalty: 802.683655
	Iteration 147Q: 3 clusters Score -316805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -316805.187500 Penalty: 802.683655
	Iteration 148F: 3 clusters Score -316805.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Entering Unmasked Estep 
Score: -2646627.500000 Penalty: 498.847809
	Iteration 0F: 2 clusters Score -2646628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -2607797.750000 Penalty: 997.695618
	Iteration 0F: 3 clusters Score -2607798 nChanged 27968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -2625299.500000 Penalty: 997.695618
	Iteration 1F: 3 clusters Score -2625300 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -2626758.500000 Penalty: 997.695618
	Iteration 2F: 3 clusters Score -2626758 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -2628816.750000 Penalty: 997.695618
	Iteration 3F: 3 clusters Score -2628817 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2631388.000000 Penalty: 997.695618
	Iteration 4F: 3 clusters Score -2631388 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2634134.500000 Penalty: 997.695618
	Iteration 5F: 3 clusters Score -2634134 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2636381.500000 Penalty: 997.695618
	Iteration 6F: 3 clusters Score -2636382 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2637653.750000 Penalty: 997.695618
	Iteration 7Q: 3 clusters Score -2637654 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2638342.750000 Penalty: 997.695618
	Iteration 8Q: 3 clusters Score -2638343 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2638807.750000 Penalty: 997.695618
	Iteration 9Q: 3 clusters Score -2638808 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2639206.000000 Penalty: 997.695618
	Iteration 10Q: 3 clusters Score -2639206 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2639595.000000 Penalty: 997.695618
	Iteration 11Q: 3 clusters Score -2639595 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2639995.500000 Penalty: 997.695618
	Iteration 12Q: 3 clusters Score -2639996 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2640359.500000 Penalty: 997.695618
	Iteration 13Q: 3 clusters Score -2640360 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2640754.750000 Penalty: 997.695618
	Iteration 14Q: 3 clusters Score -2640755 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2641114.000000 Penalty: 997.695618
	Iteration 15Q: 3 clusters Score -2641114 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2641454.750000 Penalty: 997.695618
	Iteration 16Q: 3 clusters Score -2641455 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2641790.750000 Penalty: 997.695618
	Iteration 17Q: 3 clusters Score -2641791 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2642173.000000 Penalty: 997.695618
	Iteration 18Q: 3 clusters Score -2642173 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2642556.250000 Penalty: 997.695618
	Iteration 19Q: 3 clusters Score -2642556 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2642923.000000 Penalty: 997.695618
	Iteration 20F: 3 clusters Score -2642923 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2643284.250000 Penalty: 997.695618
	Iteration 21Q: 3 clusters Score -2643284 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2643617.000000 Penalty: 997.695618
	Iteration 22Q: 3 clusters Score -2643617 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2643924.250000 Penalty: 997.695618
	Iteration 23Q: 3 clusters Score -2643924 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2644168.500000 Penalty: 997.695618
	Iteration 24Q: 3 clusters Score -2644168 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2644365.500000 Penalty: 997.695618
	Iteration 25Q: 3 clusters Score -2644366 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2644547.500000 Penalty: 997.695618
	Iteration 26Q: 3 clusters Score -2644548 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2644716.750000 Penalty: 997.695618
	Iteration 27Q: 3 clusters Score -2644717 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2644884.250000 Penalty: 997.695618
	Iteration 28Q: 3 clusters Score -2644884 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2645011.750000 Penalty: 997.695618
	Iteration 29Q: 3 clusters Score -2645012 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2645133.750000 Penalty: 997.695618
	Iteration 30Q: 3 clusters Score -2645134 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2645236.750000 Penalty: 997.695618
	Iteration 31Q: 3 clusters Score -2645237 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2645327.250000 Penalty: 997.695618
	Iteration 32Q: 3 clusters Score -2645327 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2645414 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2645499 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2645552 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2645604 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2645650 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2645696 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2645748 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2645774 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2645806 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2645830 nChanged 100
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Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2645850 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2645871 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2645896 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2645907 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2645928 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2645951 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2645962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2645976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2645984 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2645996 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2646013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2646027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2646032.750000 Penalty: 997.695618
	Iteration 55Q: 3 clusters Score -2646033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2646034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2646050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2646055.250000 Penalty: 997.695618
	Iteration 58Q: 3 clusters Score -2646055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2646059.250000 Penalty: 997.695618
	Iteration 59Q: 3 clusters Score -2646059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2646065.250000 Penalty: 997.695618
	Iteration 60F: 3 clusters Score -2646065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2646061.500000 Penalty: 997.695618
	Iteration 61Q: 3 clusters Score -2646062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2646062.750000 Penalty: 997.695618
	Iteration 62Q: 3 clusters Score -2646063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2646065.750000 Penalty: 997.695618
	Iteration 63Q: 3 clusters Score -2646066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2646070.750000 Penalty: 997.695618
	Iteration 64Q: 3 clusters Score -2646071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2646074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2646076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2646077.500000 Penalty: 997.695618
	Iteration 67Q: 3 clusters Score -2646078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2646086.000000 Penalty: 997.695618
	Iteration 68Q: 3 clusters Score -2646086 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2646092 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2646094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2646092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2646098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2646098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2646099.250000 Penalty: 997.695618
	Iteration 74Q: 3 clusters Score -2646099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2646098.000000 Penalty: 997.695618
	Iteration 75Q: 3 clusters Score -2646098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2646100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2646099.000000 Penalty: 997.695618
	Iteration 77Q: 3 clusters Score -2646099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2646101.750000 Penalty: 997.695618
	Iteration 78Q: 3 clusters Score -2646102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2646101.000000 Penalty: 997.695618
	Iteration 79Q: 3 clusters Score -2646101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2646101.250000 Penalty: 997.695618
	Iteration 80F: 3 clusters Score -2646101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2646101.750000 Penalty: 997.695618
	Iteration 81Q: 3 clusters Score -2646102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2646109.250000 Penalty: 997.695618
	Iteration 82Q: 3 clusters Score -2646109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2646110.500000 Penalty: 997.695618
	Iteration 83Q: 3 clusters Score -2646110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2646116.000000 Penalty: 997.695618
	Iteration 84Q: 3 clusters Score -2646116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2646118.750000 Penalty: 997.695618
	Iteration 85Q: 3 clusters Score -2646119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2646120.750000 Penalty: 997.695618
	Iteration 86Q: 3 clusters Score -2646121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2646120.500000 Penalty: 997.695618
	Iteration 87Q: 3 clusters Score -2646120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2646127.250000 Penalty: 997.695618
	Iteration 88Q: 3 clusters Score -2646127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2646126.000000 Penalty: 997.695618
	Iteration 89Q: 3 clusters Score -2646126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2646125.250000 Penalty: 997.695618
	Iteration 90Q: 3 clusters Score -2646125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2646128.500000 Penalty: 997.695618
	Iteration 91Q: 3 clusters Score -2646128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56881 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2646129.750000 Penalty: 997.695618
	Iteration 92Q: 3 clusters Score -2646130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2646135.500000 Penalty: 997.695618
	Iteration 93Q: 3 clusters Score -2646136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2646144.250000 Penalty: 997.695618
	Iteration 94Q: 3 clusters Score -2646144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2646147.250000 Penalty: 997.695618
	Iteration 95Q: 3 clusters Score -2646147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2646152.250000 Penalty: 997.695618
	Iteration 96Q: 3 clusters Score -2646152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2646155.000000 Penalty: 997.695618
	Iteration 97Q: 3 clusters Score -2646155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2646153.000000 Penalty: 997.695618
	Iteration 98Q: 3 clusters Score -2646153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2646154.250000 Penalty: 997.695618
	Iteration 99Q: 3 clusters Score -2646154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2646159.750000 Penalty: 997.695618
	Iteration 100F: 3 clusters Score -2646160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2646161.500000 Penalty: 997.695618
	Iteration 101Q: 3 clusters Score -2646162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2646164.000000 Penalty: 997.695618
	Iteration 102Q: 3 clusters Score -2646164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2646163.750000 Penalty: 997.695618
	Iteration 103Q: 3 clusters Score -2646164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2646167.500000 Penalty: 997.695618
	Iteration 104Q: 3 clusters Score -2646168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2646172.250000 Penalty: 997.695618
	Iteration 105Q: 3 clusters Score -2646172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2646175.500000 Penalty: 997.695618
	Iteration 106Q: 3 clusters Score -2646176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2646174.000000 Penalty: 997.695618
	Iteration 107Q: 3 clusters Score -2646174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2646174.750000 Penalty: 997.695618
	Iteration 108Q: 3 clusters Score -2646175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2646177.000000 Penalty: 997.695618
	Iteration 109Q: 3 clusters Score -2646177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2646179.250000 Penalty: 997.695618
	Iteration 110Q: 3 clusters Score -2646179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2646180.500000 Penalty: 997.695618
	Iteration 111Q: 3 clusters Score -2646180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2646185.500000 Penalty: 997.695618
	Iteration 112Q: 3 clusters Score -2646186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2646188.500000 Penalty: 997.695618
	Iteration 113Q: 3 clusters Score -2646188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2646190.250000 Penalty: 997.695618
	Iteration 114Q: 3 clusters Score -2646190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2646195.250000 Penalty: 997.695618
	Iteration 115Q: 3 clusters Score -2646195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2646201.750000 Penalty: 997.695618
	Iteration 116Q: 3 clusters Score -2646202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2646202.000000 Penalty: 997.695618
	Iteration 117Q: 3 clusters Score -2646202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2646199.250000 Penalty: 997.695618
	Iteration 118Q: 3 clusters Score -2646199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2646199.250000 Penalty: 997.695618
	Iteration 119Q: 3 clusters Score -2646199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2646202.750000 Penalty: 997.695618
	Iteration 120F: 3 clusters Score -2646203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2646200.750000 Penalty: 997.695618
	Iteration 121Q: 3 clusters Score -2646201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2646200.750000 Penalty: 997.695618
	Iteration 122F: 3 clusters Score -2646201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -25294.880859 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -25294.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24795.148438 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -24795.15 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24917.857422 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -24917.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24937.316406 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -24937.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24950.119141 Penalty: 571.003357
	Iteration 3Q: 3 clusters Score -24950.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24956.562500 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -24956.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24962.083984 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -24962.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24965.126953 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -24965.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24965.951172 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -24965.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24967.058594 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -24967.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24968.955078 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -24968.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24968.955078 Penalty: 571.003357
	Iteration 10F: 3 clusters Score -24968.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Entering Unmasked Estep 
Score: -259440.906250 Penalty: 391.976318
	Iteration 0F: 2 clusters Score -259440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -255694.921875 Penalty: 783.952637
	Iteration 0F: 3 clusters Score -255694.9 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -257194.875000 Penalty: 783.952637
	Iteration 1F: 3 clusters Score -257194.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -257425.000000 Penalty: 783.952637
	Iteration 2F: 3 clusters Score -257425 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -257720.859375 Penalty: 783.952637
	Iteration 3F: 3 clusters Score -257720.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -258039.984375 Penalty: 783.952637
	Iteration 4F: 3 clusters Score -258040 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -258325.375000 Penalty: 783.952637
	Iteration 5F: 3 clusters Score -258325.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -258514.390625 Penalty: 783.952637
	Iteration 6Q: 3 clusters Score -258514.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -258628.656250 Penalty: 783.952637
	Iteration 7Q: 3 clusters Score -258628.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -258691.703125 Penalty: 783.952637
	Iteration 8Q: 3 clusters Score -258691.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -258729.062500 Penalty: 783.952637
	Iteration 9Q: 3 clusters Score -258729.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -258768.937500 Penalty: 783.952637
	Iteration 10Q: 3 clusters Score -258768.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -258812.281250 Penalty: 783.952637
	Iteration 11Q: 3 clusters Score -258812.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -258843.906250 Penalty: 783.952637
	Iteration 12Q: 3 clusters Score -258843.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -258876.937500 Penalty: 783.952637
	Iteration 13Q: 3 clusters Score -258876.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -258910.765625 Penalty: 783.952637
	Iteration 14Q: 3 clusters Score -258910.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -258935.484375 Penalty: 783.952637
	Iteration 15Q: 3 clusters Score -258935.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -258953.640625 Penalty: 783.952637
	Iteration 16Q: 3 clusters Score -258953.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -258965.671875 Penalty: 783.952637
	Iteration 17Q: 3 clusters Score -258965.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -258981.187500 Penalty: 783.952637
	Iteration 18Q: 3 clusters Score -258981.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -258995.828125 Penalty: 783.952637
	Iteration 19Q: 3 clusters Score -258995.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -259008.671875 Penalty: 783.952637
	Iteration 20F: 3 clusters Score -259008.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -259023.343750 Penalty: 783.952637
	Iteration 21Q: 3 clusters Score -259023.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -259030.640625 Penalty: 783.952637
	Iteration 22Q: 3 clusters Score -259030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -259037.500000 Penalty: 783.952637
	Iteration 23Q: 3 clusters Score -259037.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -259044.953125 Penalty: 783.952637
	Iteration 24Q: 3 clusters Score -259045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -259055.953125 Penalty: 783.952637
	Iteration 25Q: 3 clusters Score -259056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -259065.812500 Penalty: 783.952637
	Iteration 26Q: 3 clusters Score -259065.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -259083.578125 Penalty: 783.952637
	Iteration 27Q: 3 clusters Score -259083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -259095.156250 Penalty: 783.952637
	Iteration 28Q: 3 clusters Score -259095.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -259104.937500 Penalty: 783.952637
	Iteration 29Q: 3 clusters Score -259104.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -259109.046875 Penalty: 783.952637
	Iteration 30Q: 3 clusters Score -259109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -259112.453125 Penalty: 783.952637
	Iteration 31Q: 3 clusters Score -259112.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -259115.687500 Penalty: 783.952637
	Iteration 32Q: 3 clusters Score -259115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -259120.562500 Penalty: 783.952637
	Iteration 33Q: 3 clusters Score -259120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -259124.656250 Penalty: 783.952637
	Iteration 34Q: 3 clusters Score -259124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -259131.843750 Penalty: 783.952637
	Iteration 35Q: 3 clusters Score -259131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -259143.859375 Penalty: 783.952637
	Iteration 36Q: 3 clusters Score -259143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -259146.750000 Penalty: 783.952637
	Iteration 37Q: 3 clusters Score -259146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -259147.953125 Penalty: 783.952637
	Iteration 38Q: 3 clusters Score -259148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -259150.156250 Penalty: 783.952637
	Iteration 39Q: 3 clusters Score -259150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -259151.906250 Penalty: 783.952637
	Iteration 40F: 3 clusters Score -259151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -259152.625000 Penalty: 783.952637
	Iteration 41Q: 3 clusters Score -259152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -259154.625000 Penalty: 783.952637
	Iteration 42Q: 3 clusters Score -259154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -259156.359375 Penalty: 783.952637
	Iteration 43Q: 3 clusters Score -259156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -259156.359375 Penalty: 783.952637
	Iteration 44F: 3 clusters Score -259156.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Entering Unmasked Estep 
Score: -315634.250000 Penalty: 397.554077
	Iteration 0F: 2 clusters Score -315634.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -311417.250000 Penalty: 795.108154
	Iteration 0F: 3 clusters Score -311417.2 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -312974.562500 Penalty: 795.108154
	Iteration 1F: 3 clusters Score -312974.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -313231.875000 Penalty: 795.108154
	Iteration 2F: 3 clusters Score -313231.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -313588.718750 Penalty: 795.108154
	Iteration 3F: 3 clusters Score -313588.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -314010.000000 Penalty: 795.108154
	Iteration 4F: 3 clusters Score -314010 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -314387.187500 Penalty: 795.108154
	Iteration 5F: 3 clusters Score -314387.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -314647.156250 Penalty: 795.108154
	Iteration 6F: 3 clusters Score -314647.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -314774.187500 Penalty: 795.108154
	Iteration 7Q: 3 clusters Score -314774.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -314843.250000 Penalty: 795.108154
	Iteration 8Q: 3 clusters Score -314843.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -314891.093750 Penalty: 795.108154
	Iteration 9Q: 3 clusters Score -314891.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -314926.656250 Penalty: 795.108154
	Iteration 10Q: 3 clusters Score -314926.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -314955.718750 Penalty: 795.108154
	Iteration 11Q: 3 clusters Score -314955.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -314981.812500 Penalty: 795.108154
	Iteration 12Q: 3 clusters Score -314981.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -315003.125000 Penalty: 795.108154
	Iteration 13Q: 3 clusters Score -315003.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -315018.093750 Penalty: 795.108154
	Iteration 14Q: 3 clusters Score -315018.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -315030.875000 Penalty: 795.108154
	Iteration 15Q: 3 clusters Score -315030.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -315040.718750 Penalty: 795.108154
	Iteration 16Q: 3 clusters Score -315040.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -315049.093750 Penalty: 795.108154
	Iteration 17Q: 3 clusters Score -315049.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -315054.562500 Penalty: 795.108154
	Iteration 18Q: 3 clusters Score -315054.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -315059.093750 Penalty: 795.108154
	Iteration 19Q: 3 clusters Score -315059.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -315066.125000 Penalty: 795.108154
	Iteration 20F: 3 clusters Score -315066.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -315072.875000 Penalty: 795.108154
	Iteration 21Q: 3 clusters Score -315072.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -315079.656250 Penalty: 795.108154
	Iteration 22Q: 3 clusters Score -315079.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -315087.781250 Penalty: 795.108154
	Iteration 23Q: 3 clusters Score -315087.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -315098.937500 Penalty: 795.108154
	Iteration 24Q: 3 clusters Score -315098.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -315110.093750 Penalty: 795.108154
	Iteration 25Q: 3 clusters Score -315110.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -315122.656250 Penalty: 795.108154
	Iteration 26Q: 3 clusters Score -315122.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -315139.718750 Penalty: 795.108154
	Iteration 27Q: 3 clusters Score -315139.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -315153.781250 Penalty: 795.108154
	Iteration 28Q: 3 clusters Score -315153.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -315164.906250 Penalty: 795.108154
	Iteration 29Q: 3 clusters Score -315164.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -315173.781250 Penalty: 795.108154
	Iteration 30Q: 3 clusters Score -315173.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -315180.687500 Penalty: 795.108154
	Iteration 31Q: 3 clusters Score -315180.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -315191.562500 Penalty: 795.108154
	Iteration 32Q: 3 clusters Score -315191.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -315199.375000 Penalty: 795.108154
	Iteration 33Q: 3 clusters Score -315199.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -315208.031250 Penalty: 795.108154
	Iteration 34Q: 3 clusters Score -315208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -315217.250000 Penalty: 795.108154
	Iteration 35Q: 3 clusters Score -315217.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -315225.593750 Penalty: 795.108154
	Iteration 36Q: 3 clusters Score -315225.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -315237.375000 Penalty: 795.108154
	Iteration 37Q: 3 clusters Score -315237.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -315258.625000 Penalty: 795.108154
	Iteration 38Q: 3 clusters Score -315258.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -315274.281250 Penalty: 795.108154
	Iteration 39Q: 3 clusters Score -315274.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -315282.000000 Penalty: 795.108154
	Iteration 40F: 3 clusters Score -315282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -315289.000000 Penalty: 795.108154
	Iteration 41Q: 3 clusters Score -315289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -315298.062500 Penalty: 795.108154
	Iteration 42Q: 3 clusters Score -315298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -315303.343750 Penalty: 795.108154
	Iteration 43Q: 3 clusters Score -315303.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -315305.875000 Penalty: 795.108154
	Iteration 44Q: 3 clusters Score -315305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -315308.562500 Penalty: 795.108154
	Iteration 45Q: 3 clusters Score -315308.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -315313.125000 Penalty: 795.108154
	Iteration 46Q: 3 clusters Score -315313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -315314.656250 Penalty: 795.108154
	Iteration 47Q: 3 clusters Score -315314.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -315316.437500 Penalty: 795.108154
	Iteration 48Q: 3 clusters Score -315316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -315317.031250 Penalty: 795.108154
	Iteration 49Q: 3 clusters Score -315317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -315318.437500 Penalty: 795.108154
	Iteration 50Q: 3 clusters Score -315318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -315318.437500 Penalty: 795.108154
	Iteration 51F: 3 clusters Score -315318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -111672.531250 Penalty: 347.756653
	Iteration 0F: 2 clusters Score -111672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -110166.164062 Penalty: 695.513306
	Iteration 0F: 3 clusters Score -110166.2 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -110633.007812 Penalty: 695.513306
	Iteration 1F: 3 clusters Score -110633 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -110687.828125 Penalty: 695.513306
	Iteration 2F: 3 clusters Score -110687.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -110722.945312 Penalty: 695.513306
	Iteration 3Q: 3 clusters Score -110722.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -110752.820312 Penalty: 695.513306
	Iteration 4Q: 3 clusters Score -110752.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -110775.937500 Penalty: 695.513306
	Iteration 5Q: 3 clusters Score -110775.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -110794.929688 Penalty: 695.513306
	Iteration 6Q: 3 clusters Score -110794.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -110833.140625 Penalty: 695.513306
	Iteration 7Q: 3 clusters Score -110833.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -110883.984375 Penalty: 695.513306
	Iteration 8Q: 3 clusters Score -110884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -110948.460938 Penalty: 695.513306
	Iteration 9Q: 3 clusters Score -110948.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -111020.218750 Penalty: 695.513306
	Iteration 10Q: 3 clusters Score -111020.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -111086.679688 Penalty: 695.513306
	Iteration 11Q: 3 clusters Score -111086.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -111148.609375 Penalty: 695.513306
	Iteration 12Q: 3 clusters Score -111148.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -111190.945312 Penalty: 695.513306
	Iteration 13Q: 3 clusters Score -111190.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -111239.546875 Penalty: 695.513306
	Iteration 14Q: 3 clusters Score -111239.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -111279.578125 Penalty: 695.513306
	Iteration 15Q: 3 clusters Score -111279.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -111311.375000 Penalty: 695.513306
	Iteration 16Q: 3 clusters Score -111311.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -111335.570312 Penalty: 695.513306
	Iteration 17Q: 3 clusters Score -111335.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -111349.515625 Penalty: 695.513306
	Iteration 18Q: 3 clusters Score -111349.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -111361.382812 Penalty: 695.513306
	Iteration 19Q: 3 clusters Score -111361.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -111367.343750 Penalty: 695.513306
	Iteration 20F: 3 clusters Score -111367.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -111372.164062 Penalty: 695.513306
	Iteration 21Q: 3 clusters Score -111372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -111374.328125 Penalty: 695.513306
	Iteration 22Q: 3 clusters Score -111374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -111376.078125 Penalty: 695.513306
	Iteration 23Q: 3 clusters Score -111376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -111376.585938 Penalty: 695.513306
	Iteration 24Q: 3 clusters Score -111376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -111376.593750 Penalty: 695.513306
	Iteration 25Q: 3 clusters Score -111376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -111376.593750 Penalty: 695.513306
	Iteration 26F: 3 clusters Score -111376.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -15872.407227 Penalty: 266.665771
	Iteration 0F: 2 clusters Score -15872.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15502.125000 Penalty: 533.331543
	Iteration 0F: 3 clusters Score -15502.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15755.788086 Penalty: 533.331543
	Iteration 1F: 3 clusters Score -15755.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16033.270508 Penalty: 533.331543
	Iteration 2F: 3 clusters Score -16033.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16236.943359 Penalty: 533.331543
	Iteration 3F: 3 clusters Score -16236.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16368.978516 Penalty: 533.331543
	Iteration 4F: 3 clusters Score -16368.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16541.525391 Penalty: 533.331543
	Iteration 5Q: 3 clusters Score -16541.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16599.625000 Penalty: 533.331543
	Iteration 6Q: 3 clusters Score -16599.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16599.625000 Penalty: 533.331543
	Iteration 7F: 3 clusters Score -16599.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99723 members 
Mstep: Class 3 contains 42074 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 216989 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 57739 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 98 members 
Mstep: Class 18 contains 89394 members 
Mstep: Class 19 contains 88422 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88373 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 47091 members 
Mstep: Class 25 contains 18832 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70981 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 3274 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 62973 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 82252 members 
Mstep: Class 40 contains 143133 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 76573 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8409 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4376 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190174 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66437 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36801 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10755 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15149 members 
Mstep: Class 65 contains 224266 members 
Mstep: Class 66 contains 20797 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 253 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 16800 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90673928.000000 Penalty: 50770.378906
Splitting cluster 17 changes total score from -90674440.000000 to -90673928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (89394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Entering Unmasked Estep 
Score: -4409908.500000 Penalty: 518.736816
	Iteration 0F: 2 clusters Score -4409908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -4349427.500000 Penalty: 1037.473633
	Iteration 0F: 3 clusters Score -4349428 nChanged 43755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -4376166.500000 Penalty: 1037.473633
	Iteration 1F: 3 clusters Score -4376166 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -4377410.500000 Penalty: 1037.473633
	Iteration 2Q: 3 clusters Score -4377410 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -4379492.000000 Penalty: 1037.473633
	Iteration 3Q: 3 clusters Score -4379492 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -4382787.000000 Penalty: 1037.473633
	Iteration 4F: 3 clusters Score -4382787 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -4387160.500000 Penalty: 1037.473633
	Iteration 5F: 3 clusters Score -4387160 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -4391393.000000 Penalty: 1037.473633
	Iteration 6F: 3 clusters Score -4391393 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -4393761.000000 Penalty: 1037.473633
	Iteration 7F: 3 clusters Score -4393761 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -4394572.000000 Penalty: 1037.473633
	Iteration 8Q: 3 clusters Score -4394572 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -4394963.500000 Penalty: 1037.473633
	Iteration 9Q: 3 clusters Score -4394964 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -4395273.500000 Penalty: 1037.473633
	Iteration 10Q: 3 clusters Score -4395274 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -4395570.000000 Penalty: 1037.473633
	Iteration 11Q: 3 clusters Score -4395570 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -4395912.000000 Penalty: 1037.473633
	Iteration 12Q: 3 clusters Score -4395912 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -4396243.500000 Penalty: 1037.473633
	Iteration 13Q: 3 clusters Score -4396244 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -4396624.000000 Penalty: 1037.473633
	Iteration 14Q: 3 clusters Score -4396624 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -4397039.500000 Penalty: 1037.473633
	Iteration 15Q: 3 clusters Score -4397040 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -4397497.000000 Penalty: 1037.473633
	Iteration 16Q: 3 clusters Score -4397497 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -4397977.500000 Penalty: 1037.473633
	Iteration 17Q: 3 clusters Score -4397978 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -4398464.000000 Penalty: 1037.473633
	Iteration 18Q: 3 clusters Score -4398464 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -4398911.000000 Penalty: 1037.473633
	Iteration 19Q: 3 clusters Score -4398911 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -4399383.500000 Penalty: 1037.473633
	Iteration 20F: 3 clusters Score -4399384 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -4399839.500000 Penalty: 1037.473633
	Iteration 21Q: 3 clusters Score -4399840 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -4400278.500000 Penalty: 1037.473633
	Iteration 22Q: 3 clusters Score -4400278 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -4400758.500000 Penalty: 1037.473633
	Iteration 23Q: 3 clusters Score -4400758 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -4401231.000000 Penalty: 1037.473633
	Iteration 24Q: 3 clusters Score -4401231 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 75438 members 
Entering Unmasked Estep 
Score: -4401763.500000 Penalty: 1037.473633
	Iteration 25Q: 3 clusters Score -4401764 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 76734 members 
Entering Unmasked Estep 
Score: -4402326.500000 Penalty: 1037.473633
	Iteration 26Q: 3 clusters Score -4402326 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -4403025.500000 Penalty: 1037.473633
	Iteration 27Q: 3 clusters Score -4403026 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -4403787.000000 Penalty: 1037.473633
	Iteration 28Q: 3 clusters Score -4403787 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 81070 members 
Entering Unmasked Estep 
Score: -4404636.000000 Penalty: 1037.473633
	Iteration 29Q: 3 clusters Score -4404636 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -4405582.500000 Penalty: 1037.473633
	Iteration 30Q: 3 clusters Score -4405582 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -4406645.500000 Penalty: 1037.473633
	Iteration 31Q: 3 clusters Score -4406646 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -4407480.500000 Penalty: 1037.473633
	Iteration 32Q: 3 clusters Score -4407480 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -4408090.000000 Penalty: 1037.473633
	Iteration 33Q: 3 clusters Score -4408090 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 86193 members 
Entering Unmasked Estep 
Score: -4408452.500000 Penalty: 1037.473633
	Iteration 34Q: 3 clusters Score -4408452 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -4408690.500000 Penalty: 1037.473633
	Iteration 35Q: 3 clusters Score -4408690 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 86907 members 
Entering Unmasked Estep 
Score: -4408879.000000 Penalty: 1037.473633
	Iteration 36Q: 3 clusters Score -4408879 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -4408992.000000 Penalty: 1037.473633
	Iteration 37Q: 3 clusters Score -4408992 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -4409080.500000 Penalty: 1037.473633
	Iteration 38Q: 3 clusters Score -4409080 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -4409161.500000 Penalty: 1037.473633
	Iteration 39Q: 3 clusters Score -4409162 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -4409227.000000 Penalty: 1037.473633
	Iteration 40F: 3 clusters Score -4409227 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -4409269.500000 Penalty: 1037.473633
	Iteration 41Q: 3 clusters Score -4409270 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -4409306.000000 Penalty: 1037.473633
	Iteration 42Q: 3 clusters Score -4409306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 87934 members 
Entering Unmasked Estep 
Score: -4409344.500000 Penalty: 1037.473633
	Iteration 43Q: 3 clusters Score -4409344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -4409377.000000 Penalty: 1037.473633
	Iteration 44Q: 3 clusters Score -4409377 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -4409417.000000 Penalty: 1037.473633
	Iteration 45Q: 3 clusters Score -4409417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -4409439.000000 Penalty: 1037.473633
	Iteration 46Q: 3 clusters Score -4409439 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -4409461.500000 Penalty: 1037.473633
	Iteration 47Q: 3 clusters Score -4409462 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -4409475.500000 Penalty: 1037.473633
	Iteration 48Q: 3 clusters Score -4409476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -4409477.000000 Penalty: 1037.473633
	Iteration 49Q: 3 clusters Score -4409477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -4409481.500000 Penalty: 1037.473633
	Iteration 50Q: 3 clusters Score -4409482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -4409489.500000 Penalty: 1037.473633
	Iteration 51Q: 3 clusters Score -4409490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -4409493.500000 Penalty: 1037.473633
	Iteration 52Q: 3 clusters Score -4409494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -4409501.000000 Penalty: 1037.473633
	Iteration 53Q: 3 clusters Score -4409501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -4409507.000000 Penalty: 1037.473633
	Iteration 54Q: 3 clusters Score -4409507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -4409514.500000 Penalty: 1037.473633
	Iteration 55Q: 3 clusters Score -4409514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 88398 members 
Entering Unmasked Estep 
Score: -4409517.500000 Penalty: 1037.473633
	Iteration 56Q: 3 clusters Score -4409518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -4409521.000000 Penalty: 1037.473633
	Iteration 57Q: 3 clusters Score -4409521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -4409525.500000 Penalty: 1037.473633
	Iteration 58Q: 3 clusters Score -4409526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -4409526.000000 Penalty: 1037.473633
	Iteration 59Q: 3 clusters Score -4409526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -4409525.000000 Penalty: 1037.473633
	Iteration 60F: 3 clusters Score -4409525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 88431 members 
Entering Unmasked Estep 
Score: -4409526.500000 Penalty: 1037.473633
	Iteration 61Q: 3 clusters Score -4409526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -4409529.000000 Penalty: 1037.473633
	Iteration 62Q: 3 clusters Score -4409529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -4409532.500000 Penalty: 1037.473633
	Iteration 63Q: 3 clusters Score -4409532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -4409540.000000 Penalty: 1037.473633
	Iteration 64Q: 3 clusters Score -4409540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 88448 members 
Entering Unmasked Estep 
Score: -4409539.500000 Penalty: 1037.473633
	Iteration 65Q: 3 clusters Score -4409540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -4409543.000000 Penalty: 1037.473633
	Iteration 66Q: 3 clusters Score -4409543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -4409547.000000 Penalty: 1037.473633
	Iteration 67Q: 3 clusters Score -4409547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -4409549.000000 Penalty: 1037.473633
	Iteration 68Q: 3 clusters Score -4409549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -4409552.500000 Penalty: 1037.473633
	Iteration 69Q: 3 clusters Score -4409552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -4409554.500000 Penalty: 1037.473633
	Iteration 70Q: 3 clusters Score -4409554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -4409555.500000 Penalty: 1037.473633
	Iteration 71Q: 3 clusters Score -4409556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -4409555.500000 Penalty: 1037.473633
	Iteration 72Q: 3 clusters Score -4409556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -4409553.500000 Penalty: 1037.473633
	Iteration 73Q: 3 clusters Score -4409554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -4409555.500000 Penalty: 1037.473633
	Iteration 74Q: 3 clusters Score -4409556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -4409555.500000 Penalty: 1037.473633
	Iteration 75Q: 3 clusters Score -4409556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -4409555.500000 Penalty: 1037.473633
	Iteration 76F: 3 clusters Score -4409556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (88422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Entering Unmasked Estep 
Score: -4306975.500000 Penalty: 518.239380
	Iteration 0F: 2 clusters Score -4306976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -4247130.500000 Penalty: 1036.478760
	Iteration 0F: 3 clusters Score -4247130 nChanged 43364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -4274254.000000 Penalty: 1036.478760
	Iteration 1F: 3 clusters Score -4274254 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4276595.000000 Penalty: 1036.478760
	Iteration 2F: 3 clusters Score -4276595 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -4280505.000000 Penalty: 1036.478760
	Iteration 3F: 3 clusters Score -4280505 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -4286170.000000 Penalty: 1036.478760
	Iteration 4F: 3 clusters Score -4286170 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71696 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4292444.000000 Penalty: 1036.478760
	Iteration 5F: 3 clusters Score -4292444 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76468 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4297479.000000 Penalty: 1036.478760
	Iteration 6F: 3 clusters Score -4297479 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -4300572.000000 Penalty: 1036.478760
	Iteration 7Q: 3 clusters Score -4300572 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4302367.500000 Penalty: 1036.478760
	Iteration 8Q: 3 clusters Score -4302368 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4303507.500000 Penalty: 1036.478760
	Iteration 9Q: 3 clusters Score -4303508 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4304336.000000 Penalty: 1036.478760
	Iteration 10Q: 3 clusters Score -4304336 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4304975.500000 Penalty: 1036.478760
	Iteration 11Q: 3 clusters Score -4304976 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4305460.500000 Penalty: 1036.478760
	Iteration 12Q: 3 clusters Score -4305460 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4305803.000000 Penalty: 1036.478760
	Iteration 13Q: 3 clusters Score -4305803 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4306084.500000 Penalty: 1036.478760
	Iteration 14Q: 3 clusters Score -4306084 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4306276.500000 Penalty: 1036.478760
	Iteration 15Q: 3 clusters Score -4306276 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4306392.500000 Penalty: 1036.478760
	Iteration 16Q: 3 clusters Score -4306392 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4306463.000000 Penalty: 1036.478760
	Iteration 17Q: 3 clusters Score -4306463 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4306513.500000 Penalty: 1036.478760
	Iteration 18Q: 3 clusters Score -4306514 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4306554.000000 Penalty: 1036.478760
	Iteration 19Q: 3 clusters Score -4306554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4306581.000000 Penalty: 1036.478760
	Iteration 20F: 3 clusters Score -4306581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4306597.000000 Penalty: 1036.478760
	Iteration 21Q: 3 clusters Score -4306597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87708 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4306602.000000 Penalty: 1036.478760
	Iteration 22Q: 3 clusters Score -4306602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87737 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4306599.000000 Penalty: 1036.478760
	Iteration 23Q: 3 clusters Score -4306599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4306603.500000 Penalty: 1036.478760
	Iteration 24Q: 3 clusters Score -4306604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87776 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4306611.000000 Penalty: 1036.478760
	Iteration 25Q: 3 clusters Score -4306611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4306613.500000 Penalty: 1036.478760
	Iteration 26Q: 3 clusters Score -4306614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4306615.500000 Penalty: 1036.478760
	Iteration 27Q: 3 clusters Score -4306616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4306613.500000 Penalty: 1036.478760
	Iteration 28Q: 3 clusters Score -4306614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4306614.500000 Penalty: 1036.478760
	Iteration 29Q: 3 clusters Score -4306614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4306617.000000 Penalty: 1036.478760
	Iteration 30Q: 3 clusters Score -4306617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4306618.500000 Penalty: 1036.478760
	Iteration 31Q: 3 clusters Score -4306618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4306616.500000 Penalty: 1036.478760
	Iteration 32Q: 3 clusters Score -4306616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4306616.500000 Penalty: 1036.478760
	Iteration 33Q: 3 clusters Score -4306616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4306618.000000 Penalty: 1036.478760
	Iteration 34Q: 3 clusters Score -4306618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4306615.500000 Penalty: 1036.478760
	Iteration 35Q: 3 clusters Score -4306616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4306618.500000 Penalty: 1036.478760
	Iteration 36Q: 3 clusters Score -4306618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87851 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4306619.500000 Penalty: 1036.478760
	Iteration 37Q: 3 clusters Score -4306620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4306620.500000 Penalty: 1036.478760
	Iteration 38Q: 3 clusters Score -4306620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4306617.500000 Penalty: 1036.478760
	Iteration 39Q: 3 clusters Score -4306618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4306613.500000 Penalty: 1036.478760
	Iteration 40F: 3 clusters Score -4306614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4306618.500000 Penalty: 1036.478760
	Iteration 41Q: 3 clusters Score -4306618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4306617.500000 Penalty: 1036.478760
	Iteration 42Q: 3 clusters Score -4306618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87868 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4306619.000000 Penalty: 1036.478760
	Iteration 43Q: 3 clusters Score -4306619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4306622.500000 Penalty: 1036.478760
	Iteration 44Q: 3 clusters Score -4306622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4306626.500000 Penalty: 1036.478760
	Iteration 45Q: 3 clusters Score -4306626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4306624.500000 Penalty: 1036.478760
	Iteration 46Q: 3 clusters Score -4306624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4306623.500000 Penalty: 1036.478760
	Iteration 47Q: 3 clusters Score -4306624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4306628.500000 Penalty: 1036.478760
	Iteration 48Q: 3 clusters Score -4306628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4306626.500000 Penalty: 1036.478760
	Iteration 49Q: 3 clusters Score -4306626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4306627.000000 Penalty: 1036.478760
	Iteration 50Q: 3 clusters Score -4306627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4306624.500000 Penalty: 1036.478760
	Iteration 51Q: 3 clusters Score -4306624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4306623.500000 Penalty: 1036.478760
	Iteration 52Q: 3 clusters Score -4306624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4306623.500000 Penalty: 1036.478760
	Iteration 53Q: 3 clusters Score -4306624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87891 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4306624.500000 Penalty: 1036.478760
	Iteration 54Q: 3 clusters Score -4306624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87891 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4306624.500000 Penalty: 1036.478760
	Iteration 55F: 3 clusters Score -4306624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -10114.203125 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -10114.2 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 150 members 
Entering Unmasked Estep 
Score: -9775.665039 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -9775.665 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9942.905273 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -9942.905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10006.021484 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -10006.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10049.537109 Penalty: 515.959167
	Iteration 3F: 3 clusters Score -10049.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10066.083984 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -10066.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10072.924805 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -10072.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10076.173828 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -10076.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10083.439453 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -10083.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10087.804688 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -10087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10088.117188 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -10088.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10088.117188 Penalty: 515.959167
	Iteration 10F: 3 clusters Score -10088.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (88373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Entering Unmasked Estep 
Score: -4223796.000000 Penalty: 518.214111
	Iteration 0F: 2 clusters Score -4223796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -4164282.250000 Penalty: 1036.428223
	Iteration 0F: 3 clusters Score -4164282 nChanged 43134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -4192183.500000 Penalty: 1036.428223
	Iteration 1F: 3 clusters Score -4192184 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4194182.250000 Penalty: 1036.428223
	Iteration 2F: 3 clusters Score -4194182 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4196779.500000 Penalty: 1036.428223
	Iteration 3F: 3 clusters Score -4196780 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -4200757.000000 Penalty: 1036.428223
	Iteration 4F: 3 clusters Score -4200757 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4206276.500000 Penalty: 1036.428223
	Iteration 5F: 3 clusters Score -4206276 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77267 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4212768.000000 Penalty: 1036.428223
	Iteration 6F: 3 clusters Score -4212768 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4218200.000000 Penalty: 1036.428223
	Iteration 7F: 3 clusters Score -4218200 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4221348.000000 Penalty: 1036.428223
	Iteration 8Q: 3 clusters Score -4221348 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87575 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4222719.000000 Penalty: 1036.428223
	Iteration 9Q: 3 clusters Score -4222719 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4223208.000000 Penalty: 1036.428223
	Iteration 10Q: 3 clusters Score -4223208 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4223335.500000 Penalty: 1036.428223
	Iteration 11Q: 3 clusters Score -4223336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4223392.500000 Penalty: 1036.428223
	Iteration 12Q: 3 clusters Score -4223392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4223405.000000 Penalty: 1036.428223
	Iteration 13Q: 3 clusters Score -4223405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4223418.500000 Penalty: 1036.428223
	Iteration 14Q: 3 clusters Score -4223418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4223420.000000 Penalty: 1036.428223
	Iteration 15Q: 3 clusters Score -4223420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4223419.500000 Penalty: 1036.428223
	Iteration 16Q: 3 clusters Score -4223420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4223419.500000 Penalty: 1036.428223
	Iteration 17F: 3 clusters Score -4223420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -45921.785156 Penalty: 314.890564
	Iteration 0F: 2 clusters Score -45921.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -45101.925781 Penalty: 629.781128
	Iteration 0F: 3 clusters Score -45101.93 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -45360.292969 Penalty: 629.781128
	Iteration 1F: 3 clusters Score -45360.29 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -45432.691406 Penalty: 629.781128
	Iteration 2F: 3 clusters Score -45432.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -45469.503906 Penalty: 629.781128
	Iteration 3F: 3 clusters Score -45469.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -45506.164062 Penalty: 629.781128
	Iteration 4F: 3 clusters Score -45506.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -45541.769531 Penalty: 629.781128
	Iteration 5Q: 3 clusters Score -45541.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -45581.609375 Penalty: 629.781128
	Iteration 6Q: 3 clusters Score -45581.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -45620.160156 Penalty: 629.781128
	Iteration 7Q: 3 clusters Score -45620.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -45655.691406 Penalty: 629.781128
	Iteration 8Q: 3 clusters Score -45655.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -45675.660156 Penalty: 629.781128
	Iteration 9Q: 3 clusters Score -45675.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -45690.414062 Penalty: 629.781128
	Iteration 10Q: 3 clusters Score -45690.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -45710.832031 Penalty: 629.781128
	Iteration 11Q: 3 clusters Score -45710.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -45726.429688 Penalty: 629.781128
	Iteration 12Q: 3 clusters Score -45726.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -45733.875000 Penalty: 629.781128
	Iteration 13Q: 3 clusters Score -45733.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -45740.628906 Penalty: 629.781128
	Iteration 14Q: 3 clusters Score -45740.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -45741.968750 Penalty: 629.781128
	Iteration 15Q: 3 clusters Score -45741.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -45743.800781 Penalty: 629.781128
	Iteration 16Q: 3 clusters Score -45743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -45744.261719 Penalty: 629.781128
	Iteration 17Q: 3 clusters Score -45744.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -45744.781250 Penalty: 629.781128
	Iteration 18Q: 3 clusters Score -45744.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -45744.781250 Penalty: 629.781128
	Iteration 19F: 3 clusters Score -45744.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -134702.453125 Penalty: 359.848358
	Iteration 0F: 2 clusters Score -134702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -132826.078125 Penalty: 719.696716
	Iteration 0F: 3 clusters Score -132826.1 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -133472.187500 Penalty: 719.696716
	Iteration 1F: 3 clusters Score -133472.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -133546.203125 Penalty: 719.696716
	Iteration 2F: 3 clusters Score -133546.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -133616.125000 Penalty: 719.696716
	Iteration 3F: 3 clusters Score -133616.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -133688.390625 Penalty: 719.696716
	Iteration 4F: 3 clusters Score -133688.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -133757.984375 Penalty: 719.696716
	Iteration 5Q: 3 clusters Score -133758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -133823.640625 Penalty: 719.696716
	Iteration 6Q: 3 clusters Score -133823.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -133904.812500 Penalty: 719.696716
	Iteration 7Q: 3 clusters Score -133904.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -134000.015625 Penalty: 719.696716
	Iteration 8Q: 3 clusters Score -134000 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -134099.296875 Penalty: 719.696716
	Iteration 9Q: 3 clusters Score -134099.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -134201.812500 Penalty: 719.696716
	Iteration 10Q: 3 clusters Score -134201.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -134282.359375 Penalty: 719.696716
	Iteration 11Q: 3 clusters Score -134282.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -134313.781250 Penalty: 719.696716
	Iteration 12Q: 3 clusters Score -134313.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -134335.468750 Penalty: 719.696716
	Iteration 13Q: 3 clusters Score -134335.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -134359.656250 Penalty: 719.696716
	Iteration 14Q: 3 clusters Score -134359.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -134372.375000 Penalty: 719.696716
	Iteration 15Q: 3 clusters Score -134372.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -134381.218750 Penalty: 719.696716
	Iteration 16Q: 3 clusters Score -134381.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -134389.500000 Penalty: 719.696716
	Iteration 17Q: 3 clusters Score -134389.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -134398.937500 Penalty: 719.696716
	Iteration 18Q: 3 clusters Score -134398.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -134406.578125 Penalty: 719.696716
	Iteration 19Q: 3 clusters Score -134406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -134410.031250 Penalty: 719.696716
	Iteration 20F: 3 clusters Score -134410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -134413.328125 Penalty: 719.696716
	Iteration 21Q: 3 clusters Score -134413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -134417.703125 Penalty: 719.696716
	Iteration 22Q: 3 clusters Score -134417.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -134420.000000 Penalty: 719.696716
	Iteration 23Q: 3 clusters Score -134420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -134424.703125 Penalty: 719.696716
	Iteration 24Q: 3 clusters Score -134424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -134428.203125 Penalty: 719.696716
	Iteration 25Q: 3 clusters Score -134428.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -134429.781250 Penalty: 719.696716
	Iteration 26Q: 3 clusters Score -134429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -134430.718750 Penalty: 719.696716
	Iteration 27Q: 3 clusters Score -134430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -134430.718750 Penalty: 719.696716
	Iteration 28F: 3 clusters Score -134430.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (47091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Entering Unmasked Estep 
Score: -2450235.750000 Penalty: 489.572601
	Iteration 0F: 2 clusters Score -2450236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2418614.500000 Penalty: 979.145203
	Iteration 0F: 3 clusters Score -2418614 nChanged 22849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2432313.500000 Penalty: 979.145203
	Iteration 1F: 3 clusters Score -2432314 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -2432892.000000 Penalty: 979.145203
	Iteration 2Q: 3 clusters Score -2432892 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -2433848.750000 Penalty: 979.145203
	Iteration 3Q: 3 clusters Score -2433849 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -2435441.250000 Penalty: 979.145203
	Iteration 4F: 3 clusters Score -2435441 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -2437929.250000 Penalty: 979.145203
	Iteration 5F: 3 clusters Score -2437929 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -2441236.000000 Penalty: 979.145203
	Iteration 6F: 3 clusters Score -2441236 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -2444961.500000 Penalty: 979.145203
	Iteration 7F: 3 clusters Score -2444962 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -2447608.250000 Penalty: 979.145203
	Iteration 8F: 3 clusters Score -2447608 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -2448899.000000 Penalty: 979.145203
	Iteration 9Q: 3 clusters Score -2448899 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -2449442.750000 Penalty: 979.145203
	Iteration 10Q: 3 clusters Score -2449443 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -2449644.000000 Penalty: 979.145203
	Iteration 11Q: 3 clusters Score -2449644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -2449711.500000 Penalty: 979.145203
	Iteration 12Q: 3 clusters Score -2449712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -2449745.750000 Penalty: 979.145203
	Iteration 13Q: 3 clusters Score -2449746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -2449764.750000 Penalty: 979.145203
	Iteration 14Q: 3 clusters Score -2449765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -2449775.000000 Penalty: 979.145203
	Iteration 15Q: 3 clusters Score -2449775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -2449782.500000 Penalty: 979.145203
	Iteration 16Q: 3 clusters Score -2449782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -2449787.000000 Penalty: 979.145203
	Iteration 17Q: 3 clusters Score -2449787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -2449790.250000 Penalty: 979.145203
	Iteration 18Q: 3 clusters Score -2449790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -2449789.000000 Penalty: 979.145203
	Iteration 19Q: 3 clusters Score -2449789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -2449791.250000 Penalty: 979.145203
	Iteration 20F: 3 clusters Score -2449791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Entering Unmasked Estep 
Score: -888563.437500 Penalty: 447.870758
	Iteration 0F: 2 clusters Score -888563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -875953.375000 Penalty: 895.741516
	Iteration 0F: 3 clusters Score -875953.4 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -881312.250000 Penalty: 895.741516
	Iteration 1F: 3 clusters Score -881312.2 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -881717.062500 Penalty: 895.741516
	Iteration 2F: 3 clusters Score -881717.1 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -882206.312500 Penalty: 895.741516
	Iteration 3F: 3 clusters Score -882206.3 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -882828.812500 Penalty: 895.741516
	Iteration 4F: 3 clusters Score -882828.8 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -883674.125000 Penalty: 895.741516
	Iteration 5F: 3 clusters Score -883674.1 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -884853.062500 Penalty: 895.741516
	Iteration 6F: 3 clusters Score -884853.1 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -886175.500000 Penalty: 895.741516
	Iteration 7F: 3 clusters Score -886175.5 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -887137.625000 Penalty: 895.741516
	Iteration 8Q: 3 clusters Score -887137.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -887650.125000 Penalty: 895.741516
	Iteration 9Q: 3 clusters Score -887650.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -887857.750000 Penalty: 895.741516
	Iteration 10Q: 3 clusters Score -887857.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -887974.125000 Penalty: 895.741516
	Iteration 11Q: 3 clusters Score -887974.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -888048.750000 Penalty: 895.741516
	Iteration 12Q: 3 clusters Score -888048.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -888110.375000 Penalty: 895.741516
	Iteration 13Q: 3 clusters Score -888110.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -888148.312500 Penalty: 895.741516
	Iteration 14Q: 3 clusters Score -888148.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -888186.250000 Penalty: 895.741516
	Iteration 15Q: 3 clusters Score -888186.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -888206.750000 Penalty: 895.741516
	Iteration 16Q: 3 clusters Score -888206.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -888233.187500 Penalty: 895.741516
	Iteration 17Q: 3 clusters Score -888233.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -888254.250000 Penalty: 895.741516
	Iteration 18Q: 3 clusters Score -888254.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -888276.687500 Penalty: 895.741516
	Iteration 19Q: 3 clusters Score -888276.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -888287.750000 Penalty: 895.741516
	Iteration 20F: 3 clusters Score -888287.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -888303.437500 Penalty: 895.741516
	Iteration 21Q: 3 clusters Score -888303.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -888308.000000 Penalty: 895.741516
	Iteration 22Q: 3 clusters Score -888308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -888315.687500 Penalty: 895.741516
	Iteration 23Q: 3 clusters Score -888315.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -888317.250000 Penalty: 895.741516
	Iteration 24Q: 3 clusters Score -888317.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -888321.625000 Penalty: 895.741516
	Iteration 25Q: 3 clusters Score -888321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -888325.500000 Penalty: 895.741516
	Iteration 26Q: 3 clusters Score -888325.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -888328.250000 Penalty: 895.741516
	Iteration 27Q: 3 clusters Score -888328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -888330.187500 Penalty: 895.741516
	Iteration 28Q: 3 clusters Score -888330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -888332.187500 Penalty: 895.741516
	Iteration 29Q: 3 clusters Score -888332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -888336.000000 Penalty: 895.741516
	Iteration 30Q: 3 clusters Score -888336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -888338.500000 Penalty: 895.741516
	Iteration 31Q: 3 clusters Score -888338.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -888345.750000 Penalty: 895.741516
	Iteration 32Q: 3 clusters Score -888345.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -888350.812500 Penalty: 895.741516
	Iteration 33Q: 3 clusters Score -888350.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -888351.562500 Penalty: 895.741516
	Iteration 34Q: 3 clusters Score -888351.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -888355.062500 Penalty: 895.741516
	Iteration 35Q: 3 clusters Score -888355.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -888354.687500 Penalty: 895.741516
	Iteration 36Q: 3 clusters Score -888354.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -888356.750000 Penalty: 895.741516
	Iteration 37Q: 3 clusters Score -888356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -888358.562500 Penalty: 895.741516
	Iteration 38Q: 3 clusters Score -888358.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -888359.062500 Penalty: 895.741516
	Iteration 39Q: 3 clusters Score -888359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -888360.500000 Penalty: 895.741516
	Iteration 40F: 3 clusters Score -888360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -888360.000000 Penalty: 895.741516
	Iteration 41Q: 3 clusters Score -888360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -888360.000000 Penalty: 895.741516
	Iteration 42F: 3 clusters Score -888360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Entering Unmasked Estep 
Score: -344940.687500 Penalty: 404.060303
	Iteration 0F: 2 clusters Score -344940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -340221.750000 Penalty: 808.120605
	Iteration 0F: 3 clusters Score -340221.8 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -342183.437500 Penalty: 808.120605
	Iteration 1F: 3 clusters Score -342183.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -342535.187500 Penalty: 808.120605
	Iteration 2F: 3 clusters Score -342535.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -342994.593750 Penalty: 808.120605
	Iteration 3F: 3 clusters Score -342994.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -343567.593750 Penalty: 808.120605
	Iteration 4F: 3 clusters Score -343567.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -344053.625000 Penalty: 808.120605
	Iteration 5F: 3 clusters Score -344053.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -344355.812500 Penalty: 808.120605
	Iteration 6Q: 3 clusters Score -344355.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -344513.875000 Penalty: 808.120605
	Iteration 7Q: 3 clusters Score -344513.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -344585.312500 Penalty: 808.120605
	Iteration 8Q: 3 clusters Score -344585.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -344612.187500 Penalty: 808.120605
	Iteration 9Q: 3 clusters Score -344612.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -344622.812500 Penalty: 808.120605
	Iteration 10Q: 3 clusters Score -344622.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -344630.531250 Penalty: 808.120605
	Iteration 11Q: 3 clusters Score -344630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -344636.718750 Penalty: 808.120605
	Iteration 12Q: 3 clusters Score -344636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -344639.375000 Penalty: 808.120605
	Iteration 13Q: 3 clusters Score -344639.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -344641.093750 Penalty: 808.120605
	Iteration 14Q: 3 clusters Score -344641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -344642.843750 Penalty: 808.120605
	Iteration 15Q: 3 clusters Score -344642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -344643.937500 Penalty: 808.120605
	Iteration 16Q: 3 clusters Score -344643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -344644.000000 Penalty: 808.120605
	Iteration 17Q: 3 clusters Score -344644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -344644.625000 Penalty: 808.120605
	Iteration 18Q: 3 clusters Score -344644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -344644.625000 Penalty: 808.120605
	Iteration 19F: 3 clusters Score -344644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -26090.441406 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -26090.44 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 233 members 
Entering Unmasked Estep 
Score: -25601.585938 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -25601.59 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25736.035156 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -25736.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25783.589844 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -25783.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25797.560547 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -25797.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25809.599609 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -25809.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25824.388672 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -25824.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25833.527344 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -25833.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25845.074219 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -25845.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25855.277344 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -25855.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25863.738281 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -25863.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25876.820312 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -25876.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25880.914062 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -25880.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25882.605469 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -25882.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25882.605469 Penalty: 563.318665
	Iteration 13F: 3 clusters Score -25882.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (70981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Entering Unmasked Estep 
Score: -3477478.000000 Penalty: 508.242645
	Iteration 0F: 2 clusters Score -3477478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -3429725.750000 Penalty: 1016.485291
	Iteration 0F: 3 clusters Score -3429726 nChanged 34563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -3450119.000000 Penalty: 1016.485291
	Iteration 1F: 3 clusters Score -3450119 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -3450535.250000 Penalty: 1016.485291
	Iteration 2Q: 3 clusters Score -3450535 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -3451045.000000 Penalty: 1016.485291
	Iteration 3Q: 3 clusters Score -3451045 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3451596.000000 Penalty: 1016.485291
	Iteration 4Q: 3 clusters Score -3451596 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -3452438.500000 Penalty: 1016.485291
	Iteration 5Q: 3 clusters Score -3452438 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -3453813.500000 Penalty: 1016.485291
	Iteration 6Q: 3 clusters Score -3453814 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -3456279.750000 Penalty: 1016.485291
	Iteration 7F: 3 clusters Score -3456280 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3460105.250000 Penalty: 1016.485291
	Iteration 8F: 3 clusters Score -3460105 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3464431.750000 Penalty: 1016.485291
	Iteration 9F: 3 clusters Score -3464432 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3466956.750000 Penalty: 1016.485291
	Iteration 10F: 3 clusters Score -3466957 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3468054.250000 Penalty: 1016.485291
	Iteration 11Q: 3 clusters Score -3468054 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3468662.250000 Penalty: 1016.485291
	Iteration 12Q: 3 clusters Score -3468662 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3469102.250000 Penalty: 1016.485291
	Iteration 13Q: 3 clusters Score -3469102 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3469464.000000 Penalty: 1016.485291
	Iteration 14Q: 3 clusters Score -3469464 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -3469708.750000 Penalty: 1016.485291
	Iteration 15Q: 3 clusters Score -3469709 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3469882.500000 Penalty: 1016.485291
	Iteration 16Q: 3 clusters Score -3469882 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3470018.500000 Penalty: 1016.485291
	Iteration 17Q: 3 clusters Score -3470018 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3470126.000000 Penalty: 1016.485291
	Iteration 18Q: 3 clusters Score -3470126 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3470211.750000 Penalty: 1016.485291
	Iteration 19Q: 3 clusters Score -3470212 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3470258.500000 Penalty: 1016.485291
	Iteration 20F: 3 clusters Score -3470258 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -3470311.000000 Penalty: 1016.485291
	Iteration 21Q: 3 clusters Score -3470311 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -3470337.500000 Penalty: 1016.485291
	Iteration 22Q: 3 clusters Score -3470338 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3470353.250000 Penalty: 1016.485291
	Iteration 23Q: 3 clusters Score -3470353 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3470381.000000 Penalty: 1016.485291
	Iteration 24Q: 3 clusters Score -3470381 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -3470386.500000 Penalty: 1016.485291
	Iteration 25Q: 3 clusters Score -3470386 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3470398.250000 Penalty: 1016.485291
	Iteration 26Q: 3 clusters Score -3470398 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3470400.250000 Penalty: 1016.485291
	Iteration 27Q: 3 clusters Score -3470400 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3470398.250000 Penalty: 1016.485291
	Iteration 28Q: 3 clusters Score -3470398 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3470402.750000 Penalty: 1016.485291
	Iteration 29Q: 3 clusters Score -3470403 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3470398.500000 Penalty: 1016.485291
	Iteration 30Q: 3 clusters Score -3470398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3470412.000000 Penalty: 1016.485291
	Iteration 31Q: 3 clusters Score -3470412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3470411.000000 Penalty: 1016.485291
	Iteration 32Q: 3 clusters Score -3470411 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3470410.000000 Penalty: 1016.485291
	Iteration 33Q: 3 clusters Score -3470410 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3470418.500000 Penalty: 1016.485291
	Iteration 34Q: 3 clusters Score -3470418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3470423.750000 Penalty: 1016.485291
	Iteration 35Q: 3 clusters Score -3470424 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3470431.250000 Penalty: 1016.485291
	Iteration 36Q: 3 clusters Score -3470431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3470429.750000 Penalty: 1016.485291
	Iteration 37Q: 3 clusters Score -3470430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3470425.500000 Penalty: 1016.485291
	Iteration 38Q: 3 clusters Score -3470426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3470421.250000 Penalty: 1016.485291
	Iteration 39Q: 3 clusters Score -3470421 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3470434.000000 Penalty: 1016.485291
	Iteration 40F: 3 clusters Score -3470434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3470434.500000 Penalty: 1016.485291
	Iteration 41Q: 3 clusters Score -3470434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3470429.750000 Penalty: 1016.485291
	Iteration 42Q: 3 clusters Score -3470430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3470442.000000 Penalty: 1016.485291
	Iteration 43Q: 3 clusters Score -3470442 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3470446.250000 Penalty: 1016.485291
	Iteration 44Q: 3 clusters Score -3470446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3470458.500000 Penalty: 1016.485291
	Iteration 45Q: 3 clusters Score -3470458 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3470462.000000 Penalty: 1016.485291
	Iteration 46Q: 3 clusters Score -3470462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -3470464.000000 Penalty: 1016.485291
	Iteration 47Q: 3 clusters Score -3470464 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -3470456.500000 Penalty: 1016.485291
	Iteration 48Q: 3 clusters Score -3470456 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3470472.250000 Penalty: 1016.485291
	Iteration 49Q: 3 clusters Score -3470472 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3470476.500000 Penalty: 1016.485291
	Iteration 50Q: 3 clusters Score -3470476 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3470487.750000 Penalty: 1016.485291
	Iteration 51Q: 3 clusters Score -3470488 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3470491.250000 Penalty: 1016.485291
	Iteration 52Q: 3 clusters Score -3470491 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3470500.000000 Penalty: 1016.485291
	Iteration 53Q: 3 clusters Score -3470500 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3470502.500000 Penalty: 1016.485291
	Iteration 54Q: 3 clusters Score -3470502 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3470509.000000 Penalty: 1016.485291
	Iteration 55Q: 3 clusters Score -3470509 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3470516.750000 Penalty: 1016.485291
	Iteration 56Q: 3 clusters Score -3470517 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3470535.500000 Penalty: 1016.485291
	Iteration 57Q: 3 clusters Score -3470536 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3470559.250000 Penalty: 1016.485291
	Iteration 58Q: 3 clusters Score -3470559 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3470588.000000 Penalty: 1016.485291
	Iteration 59Q: 3 clusters Score -3470588 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3470609.500000 Penalty: 1016.485291
	Iteration 60F: 3 clusters Score -3470610 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3470662.250000 Penalty: 1016.485291
	Iteration 61Q: 3 clusters Score -3470662 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3470687.500000 Penalty: 1016.485291
	Iteration 62Q: 3 clusters Score -3470688 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3470735.250000 Penalty: 1016.485291
	Iteration 63Q: 3 clusters Score -3470735 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3470746.750000 Penalty: 1016.485291
	Iteration 64Q: 3 clusters Score -3470747 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3470808.000000 Penalty: 1016.485291
	Iteration 65Q: 3 clusters Score -3470808 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3470867.000000 Penalty: 1016.485291
	Iteration 66Q: 3 clusters Score -3470867 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3470920.250000 Penalty: 1016.485291
	Iteration 67Q: 3 clusters Score -3470920 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3470977.000000 Penalty: 1016.485291
	Iteration 68Q: 3 clusters Score -3470977 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3471039.750000 Penalty: 1016.485291
	Iteration 69Q: 3 clusters Score -3471040 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3471075.000000 Penalty: 1016.485291
	Iteration 70Q: 3 clusters Score -3471075 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -3471120.250000 Penalty: 1016.485291
	Iteration 71Q: 3 clusters Score -3471120 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3471184.000000 Penalty: 1016.485291
	Iteration 72Q: 3 clusters Score -3471184 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -3471233.750000 Penalty: 1016.485291
	Iteration 73Q: 3 clusters Score -3471234 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -3471278.250000 Penalty: 1016.485291
	Iteration 74Q: 3 clusters Score -3471278 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3471321.750000 Penalty: 1016.485291
	Iteration 75Q: 3 clusters Score -3471322 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3471373.000000 Penalty: 1016.485291
	Iteration 76Q: 3 clusters Score -3471373 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39020 members 
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	Iteration 100F: 3 clusters Score -3471998 nChanged 148
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	Iteration 119Q: 3 clusters Score -3472062 nChanged 84
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	Iteration 127Q: 3 clusters Score -3472095 nChanged 54
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	Iteration 136Q: 3 clusters Score -3472100 nChanged 54
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	Iteration 143Q: 3 clusters Score -3472100 nChanged 51
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	Iteration 153Q: 3 clusters Score -3472100 nChanged 25
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	Iteration 154Q: 3 clusters Score -3472094 nChanged 33
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	Iteration 155Q: 3 clusters Score -3472096 nChanged 31
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	Iteration 157Q: 3 clusters Score -3472104 nChanged 25
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	Iteration 159Q: 3 clusters Score -3472110 nChanged 32
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	Iteration 160F: 3 clusters Score -3472114 nChanged 35
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	Iteration 161Q: 3 clusters Score -3472110 nChanged 35
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	Iteration 162Q: 3 clusters Score -3472109 nChanged 36
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	Iteration 163Q: 3 clusters Score -3472114 nChanged 24
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	Iteration 164Q: 3 clusters Score -3472115 nChanged 21
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	Iteration 165Q: 3 clusters Score -3472120 nChanged 28
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	Iteration 167Q: 3 clusters Score -3472126 nChanged 20
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	Iteration 168Q: 3 clusters Score -3472129 nChanged 20
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	Iteration 169Q: 3 clusters Score -3472128 nChanged 25
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	Iteration 170Q: 3 clusters Score -3472128 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -3472126.250000 Penalty: 1016.485291
	Iteration 171Q: 3 clusters Score -3472126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -3472127.250000 Penalty: 1016.485291
	Iteration 172Q: 3 clusters Score -3472127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -3472126.250000 Penalty: 1016.485291
	Iteration 173Q: 3 clusters Score -3472126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -3472125.000000 Penalty: 1016.485291
	Iteration 174Q: 3 clusters Score -3472125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -3472117.750000 Penalty: 1016.485291
	Iteration 175Q: 3 clusters Score -3472118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -3472124.500000 Penalty: 1016.485291
	Iteration 176Q: 3 clusters Score -3472124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -3472127.750000 Penalty: 1016.485291
	Iteration 177Q: 3 clusters Score -3472128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -3472124.750000 Penalty: 1016.485291
	Iteration 178Q: 3 clusters Score -3472125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -3472127.750000 Penalty: 1016.485291
	Iteration 179Q: 3 clusters Score -3472128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -3472125.250000 Penalty: 1016.485291
	Iteration 180F: 3 clusters Score -3472125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -3472128.500000 Penalty: 1016.485291
	Iteration 181Q: 3 clusters Score -3472128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -3472121.750000 Penalty: 1016.485291
	Iteration 182Q: 3 clusters Score -3472122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -3472125.000000 Penalty: 1016.485291
	Iteration 183Q: 3 clusters Score -3472125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -3472124.000000 Penalty: 1016.485291
	Iteration 184Q: 3 clusters Score -3472124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -3472120.250000 Penalty: 1016.485291
	Iteration 185Q: 3 clusters Score -3472120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -3472116.000000 Penalty: 1016.485291
	Iteration 186Q: 3 clusters Score -3472116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -3472114.250000 Penalty: 1016.485291
	Iteration 187Q: 3 clusters Score -3472114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -3472112.000000 Penalty: 1016.485291
	Iteration 188Q: 3 clusters Score -3472112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -3472112.500000 Penalty: 1016.485291
	Iteration 189Q: 3 clusters Score -3472112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -3472115.250000 Penalty: 1016.485291
	Iteration 190Q: 3 clusters Score -3472115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -3472118.250000 Penalty: 1016.485291
	Iteration 191Q: 3 clusters Score -3472118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -3472118.250000 Penalty: 1016.485291
	Iteration 192Q: 3 clusters Score -3472118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -3472118.250000 Penalty: 1016.485291
	Iteration 193Q: 3 clusters Score -3472118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -3472117.500000 Penalty: 1016.485291
	Iteration 194Q: 3 clusters Score -3472118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -3472118.250000 Penalty: 1016.485291
	Iteration 195Q: 3 clusters Score -3472118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -3472116.750000 Penalty: 1016.485291
	Iteration 196Q: 3 clusters Score -3472117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -3472119.000000 Penalty: 1016.485291
	Iteration 197Q: 3 clusters Score -3472119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -3472123.250000 Penalty: 1016.485291
	Iteration 198Q: 3 clusters Score -3472123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -3472123.500000 Penalty: 1016.485291
	Iteration 199Q: 3 clusters Score -3472124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -3472121.250000 Penalty: 1016.485291
	Iteration 200F: 3 clusters Score -3472121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Entering Unmasked Estep 
Score: -1163754.375000 Penalty: 456.139404
	Iteration 0F: 2 clusters Score -1163754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1148648.625000 Penalty: 912.278809
	Iteration 0F: 3 clusters Score -1148649 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1154965.375000 Penalty: 912.278809
	Iteration 1F: 3 clusters Score -1154965 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1155377.625000 Penalty: 912.278809
	Iteration 2Q: 3 clusters Score -1155378 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1156038.375000 Penalty: 912.278809
	Iteration 3F: 3 clusters Score -1156038 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1157057.750000 Penalty: 912.278809
	Iteration 4F: 3 clusters Score -1157058 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1158389.750000 Penalty: 912.278809
	Iteration 5F: 3 clusters Score -1158390 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1159601.000000 Penalty: 912.278809
	Iteration 6F: 3 clusters Score -1159601 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1160317.000000 Penalty: 912.278809
	Iteration 7F: 3 clusters Score -1160317 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1160689.375000 Penalty: 912.278809
	Iteration 8Q: 3 clusters Score -1160689 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1160925.125000 Penalty: 912.278809
	Iteration 9Q: 3 clusters Score -1160925 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1161148.375000 Penalty: 912.278809
	Iteration 10Q: 3 clusters Score -1161148 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1161358.375000 Penalty: 912.278809
	Iteration 11Q: 3 clusters Score -1161358 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1161558.750000 Penalty: 912.278809
	Iteration 12Q: 3 clusters Score -1161559 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1161750.000000 Penalty: 912.278809
	Iteration 13Q: 3 clusters Score -1161750 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1161932.750000 Penalty: 912.278809
	Iteration 14Q: 3 clusters Score -1161933 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1162143.500000 Penalty: 912.278809
	Iteration 15Q: 3 clusters Score -1162144 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1162351.750000 Penalty: 912.278809
	Iteration 16Q: 3 clusters Score -1162352 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1162583.625000 Penalty: 912.278809
	Iteration 17Q: 3 clusters Score -1162584 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1162772.250000 Penalty: 912.278809
	Iteration 18Q: 3 clusters Score -1162772 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1162902.375000 Penalty: 912.278809
	Iteration 19Q: 3 clusters Score -1162902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1162995.625000 Penalty: 912.278809
	Iteration 20F: 3 clusters Score -1162996 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1163069.250000 Penalty: 912.278809
	Iteration 21Q: 3 clusters Score -1163069 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1163127.625000 Penalty: 912.278809
	Iteration 22Q: 3 clusters Score -1163128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1163180.625000 Penalty: 912.278809
	Iteration 23Q: 3 clusters Score -1163181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1163228.000000 Penalty: 912.278809
	Iteration 24Q: 3 clusters Score -1163228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1163268.750000 Penalty: 912.278809
	Iteration 25Q: 3 clusters Score -1163269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1163293.000000 Penalty: 912.278809
	Iteration 26Q: 3 clusters Score -1163293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1163303.875000 Penalty: 912.278809
	Iteration 27Q: 3 clusters Score -1163304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1163310.125000 Penalty: 912.278809
	Iteration 28Q: 3 clusters Score -1163310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1163321.625000 Penalty: 912.278809
	Iteration 29Q: 3 clusters Score -1163322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1163328.000000 Penalty: 912.278809
	Iteration 30Q: 3 clusters Score -1163328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1163331.250000 Penalty: 912.278809
	Iteration 31Q: 3 clusters Score -1163331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1163335.125000 Penalty: 912.278809
	Iteration 32Q: 3 clusters Score -1163335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1163337.250000 Penalty: 912.278809
	Iteration 33Q: 3 clusters Score -1163337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1163337.250000 Penalty: 912.278809
	Iteration 34F: 3 clusters Score -1163337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -15446.825195 Penalty: 276.007935
	Iteration 0F: 2 clusters Score -15446.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15027.321289 Penalty: 552.015869
	Iteration 0F: 3 clusters Score -15027.32 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15125.008789 Penalty: 552.015869
	Iteration 1F: 3 clusters Score -15125.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15175.088867 Penalty: 552.015869
	Iteration 2F: 3 clusters Score -15175.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15206.558594 Penalty: 552.015869
	Iteration 3F: 3 clusters Score -15206.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15232.067383 Penalty: 552.015869
	Iteration 4F: 3 clusters Score -15232.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15252.675781 Penalty: 552.015869
	Iteration 5Q: 3 clusters Score -15252.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15270.021484 Penalty: 552.015869
	Iteration 6Q: 3 clusters Score -15270.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15282.723633 Penalty: 552.015869
	Iteration 7Q: 3 clusters Score -15282.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15285.237305 Penalty: 552.015869
	Iteration 8Q: 3 clusters Score -15285.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15286.536133 Penalty: 552.015869
	Iteration 9Q: 3 clusters Score -15286.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15286.536133 Penalty: 552.015869
	Iteration 10F: 3 clusters Score -15286.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -96797.312500 Penalty: 353.178772
	Iteration 0F: 2 clusters Score -96797.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -95121.578125 Penalty: 706.357544
	Iteration 0F: 3 clusters Score -95121.58 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -95715.671875 Penalty: 706.357544
	Iteration 1F: 3 clusters Score -95715.67 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -95901.703125 Penalty: 706.357544
	Iteration 2F: 3 clusters Score -95901.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -96102.515625 Penalty: 706.357544
	Iteration 3F: 3 clusters Score -96102.52 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -96293.328125 Penalty: 706.357544
	Iteration 4F: 3 clusters Score -96293.33 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -96428.226562 Penalty: 706.357544
	Iteration 5F: 3 clusters Score -96428.23 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -96512.718750 Penalty: 706.357544
	Iteration 6Q: 3 clusters Score -96512.72 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -96593.750000 Penalty: 706.357544
	Iteration 7Q: 3 clusters Score -96593.75 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -96654.000000 Penalty: 706.357544
	Iteration 8Q: 3 clusters Score -96654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -96683.554688 Penalty: 706.357544
	Iteration 9Q: 3 clusters Score -96683.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -96699.187500 Penalty: 706.357544
	Iteration 10Q: 3 clusters Score -96699.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -96710.609375 Penalty: 706.357544
	Iteration 11Q: 3 clusters Score -96710.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -96715.710938 Penalty: 706.357544
	Iteration 12Q: 3 clusters Score -96715.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -96720.742188 Penalty: 706.357544
	Iteration 13Q: 3 clusters Score -96720.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -96722.101562 Penalty: 706.357544
	Iteration 14Q: 3 clusters Score -96722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -96723.281250 Penalty: 706.357544
	Iteration 15Q: 3 clusters Score -96723.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -96725.164062 Penalty: 706.357544
	Iteration 16Q: 3 clusters Score -96725.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -96725.937500 Penalty: 706.357544
	Iteration 17Q: 3 clusters Score -96725.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -96726.515625 Penalty: 706.357544
	Iteration 18Q: 3 clusters Score -96726.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -96726.757812 Penalty: 706.357544
	Iteration 19Q: 3 clusters Score -96726.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -96726.757812 Penalty: 706.357544
	Iteration 20F: 3 clusters Score -96726.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -121906.648438 Penalty: 355.793457
	Iteration 0F: 2 clusters Score -121906.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -120143.531250 Penalty: 711.586914
	Iteration 0F: 3 clusters Score -120143.5 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -120717.390625 Penalty: 711.586914
	Iteration 1F: 3 clusters Score -120717.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -120866.468750 Penalty: 711.586914
	Iteration 2F: 3 clusters Score -120866.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -121012.500000 Penalty: 711.586914
	Iteration 3F: 3 clusters Score -121012.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -121176.500000 Penalty: 711.586914
	Iteration 4F: 3 clusters Score -121176.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -121343.367188 Penalty: 711.586914
	Iteration 5F: 3 clusters Score -121343.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -121479.796875 Penalty: 711.586914
	Iteration 6F: 3 clusters Score -121479.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -121579.273438 Penalty: 711.586914
	Iteration 7Q: 3 clusters Score -121579.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -121635.046875 Penalty: 711.586914
	Iteration 8Q: 3 clusters Score -121635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -121655.695312 Penalty: 711.586914
	Iteration 9Q: 3 clusters Score -121655.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -121669.023438 Penalty: 711.586914
	Iteration 10Q: 3 clusters Score -121669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -121678.554688 Penalty: 711.586914
	Iteration 11Q: 3 clusters Score -121678.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -121684.718750 Penalty: 711.586914
	Iteration 12Q: 3 clusters Score -121684.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -121687.242188 Penalty: 711.586914
	Iteration 13Q: 3 clusters Score -121687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -121688.976562 Penalty: 711.586914
	Iteration 14Q: 3 clusters Score -121689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -121689.359375 Penalty: 711.586914
	Iteration 15Q: 3 clusters Score -121689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -121690.320312 Penalty: 711.586914
	Iteration 16Q: 3 clusters Score -121690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -121690.554688 Penalty: 711.586914
	Iteration 17Q: 3 clusters Score -121690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -121690.554688 Penalty: 711.586914
	Iteration 18F: 3 clusters Score -121690.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Entering Unmasked Estep 
Score: -164173.453125 Penalty: 368.266449
	Iteration 0F: 2 clusters Score -164173.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -161912.609375 Penalty: 736.532898
	Iteration 0F: 3 clusters Score -161912.6 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -162681.703125 Penalty: 736.532898
	Iteration 1F: 3 clusters Score -162681.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -162794.750000 Penalty: 736.532898
	Iteration 2F: 3 clusters Score -162794.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -162941.656250 Penalty: 736.532898
	Iteration 3F: 3 clusters Score -162941.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -163121.796875 Penalty: 736.532898
	Iteration 4F: 3 clusters Score -163121.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -163323.093750 Penalty: 736.532898
	Iteration 5F: 3 clusters Score -163323.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -163518.562500 Penalty: 736.532898
	Iteration 6F: 3 clusters Score -163518.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -163638.703125 Penalty: 736.532898
	Iteration 7F: 3 clusters Score -163638.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -163728.921875 Penalty: 736.532898
	Iteration 8F: 3 clusters Score -163728.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -163790.218750 Penalty: 736.532898
	Iteration 9Q: 3 clusters Score -163790.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -163841.796875 Penalty: 736.532898
	Iteration 10Q: 3 clusters Score -163841.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -163884.890625 Penalty: 736.532898
	Iteration 11Q: 3 clusters Score -163884.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -163913.296875 Penalty: 736.532898
	Iteration 12Q: 3 clusters Score -163913.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -163936.375000 Penalty: 736.532898
	Iteration 13Q: 3 clusters Score -163936.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -163951.015625 Penalty: 736.532898
	Iteration 14Q: 3 clusters Score -163951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -163959.609375 Penalty: 736.532898
	Iteration 15Q: 3 clusters Score -163959.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -163966.421875 Penalty: 736.532898
	Iteration 16Q: 3 clusters Score -163966.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -163976.062500 Penalty: 736.532898
	Iteration 17Q: 3 clusters Score -163976.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -163985.656250 Penalty: 736.532898
	Iteration 18Q: 3 clusters Score -163985.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -163992.734375 Penalty: 736.532898
	Iteration 19Q: 3 clusters Score -163992.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -163998.406250 Penalty: 736.532898
	Iteration 20F: 3 clusters Score -163998.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -164005.468750 Penalty: 736.532898
	Iteration 21Q: 3 clusters Score -164005.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -164011.062500 Penalty: 736.532898
	Iteration 22Q: 3 clusters Score -164011.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -164015.515625 Penalty: 736.532898
	Iteration 23Q: 3 clusters Score -164015.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -164018.843750 Penalty: 736.532898
	Iteration 24Q: 3 clusters Score -164018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -164020.953125 Penalty: 736.532898
	Iteration 25Q: 3 clusters Score -164021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -164023.734375 Penalty: 736.532898
	Iteration 26Q: 3 clusters Score -164023.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -164028.000000 Penalty: 736.532898
	Iteration 27Q: 3 clusters Score -164028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -164029.250000 Penalty: 736.532898
	Iteration 28Q: 3 clusters Score -164029.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -164030.312500 Penalty: 736.532898
	Iteration 29Q: 3 clusters Score -164030.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -164030.718750 Penalty: 736.532898
	Iteration 30Q: 3 clusters Score -164030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -164031.375000 Penalty: 736.532898
	Iteration 31Q: 3 clusters Score -164031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -164031.375000 Penalty: 736.532898
	Iteration 32F: 3 clusters Score -164031.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -91140.062500 Penalty: 340.691895
	Iteration 0F: 2 clusters Score -91140.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -89856.406250 Penalty: 681.383789
	Iteration 0F: 3 clusters Score -89856.41 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -90347.562500 Penalty: 681.383789
	Iteration 1F: 3 clusters Score -90347.56 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -90457.195312 Penalty: 681.383789
	Iteration 2F: 3 clusters Score -90457.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -90551.265625 Penalty: 681.383789
	Iteration 3F: 3 clusters Score -90551.27 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -90606.273438 Penalty: 681.383789
	Iteration 4Q: 3 clusters Score -90606.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -90660.101562 Penalty: 681.383789
	Iteration 5Q: 3 clusters Score -90660.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -90711.843750 Penalty: 681.383789
	Iteration 6Q: 3 clusters Score -90711.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -90736.906250 Penalty: 681.383789
	Iteration 7Q: 3 clusters Score -90736.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -90750.421875 Penalty: 681.383789
	Iteration 8Q: 3 clusters Score -90750.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -90764.476562 Penalty: 681.383789
	Iteration 9Q: 3 clusters Score -90764.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -90774.492188 Penalty: 681.383789
	Iteration 10Q: 3 clusters Score -90774.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -90780.671875 Penalty: 681.383789
	Iteration 11Q: 3 clusters Score -90780.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -90787.867188 Penalty: 681.383789
	Iteration 12Q: 3 clusters Score -90787.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -90794.570312 Penalty: 681.383789
	Iteration 13Q: 3 clusters Score -90794.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -90803.109375 Penalty: 681.383789
	Iteration 14Q: 3 clusters Score -90803.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -90814.085938 Penalty: 681.383789
	Iteration 15Q: 3 clusters Score -90814.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -90822.820312 Penalty: 681.383789
	Iteration 16Q: 3 clusters Score -90822.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -90832.156250 Penalty: 681.383789
	Iteration 17Q: 3 clusters Score -90832.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -90841.453125 Penalty: 681.383789
	Iteration 18Q: 3 clusters Score -90841.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -90853.515625 Penalty: 681.383789
	Iteration 19Q: 3 clusters Score -90853.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -90869.867188 Penalty: 681.383789
	Iteration 20F: 3 clusters Score -90869.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -90880.953125 Penalty: 681.383789
	Iteration 21Q: 3 clusters Score -90880.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -90892.234375 Penalty: 681.383789
	Iteration 22Q: 3 clusters Score -90892.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -90904.734375 Penalty: 681.383789
	Iteration 23Q: 3 clusters Score -90904.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -90918.539062 Penalty: 681.383789
	Iteration 24Q: 3 clusters Score -90918.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -90929.640625 Penalty: 681.383789
	Iteration 25Q: 3 clusters Score -90929.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -90936.210938 Penalty: 681.383789
	Iteration 26Q: 3 clusters Score -90936.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -90943.640625 Penalty: 681.383789
	Iteration 27Q: 3 clusters Score -90943.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -90948.578125 Penalty: 681.383789
	Iteration 28Q: 3 clusters Score -90948.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -90954.046875 Penalty: 681.383789
	Iteration 29Q: 3 clusters Score -90954.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -90959.242188 Penalty: 681.383789
	Iteration 30Q: 3 clusters Score -90959.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -90966.664062 Penalty: 681.383789
	Iteration 31Q: 3 clusters Score -90966.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -90969.468750 Penalty: 681.383789
	Iteration 32Q: 3 clusters Score -90969.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -90970.632812 Penalty: 681.383789
	Iteration 33Q: 3 clusters Score -90970.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -90970.687500 Penalty: 681.383789
	Iteration 34Q: 3 clusters Score -90970.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -90970.687500 Penalty: 681.383789
	Iteration 35F: 3 clusters Score -90970.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -181825.546875 Penalty: 377.504211
	Iteration 0F: 2 clusters Score -181825.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -179088.484375 Penalty: 755.008423
	Iteration 0F: 3 clusters Score -179088.5 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -180154.937500 Penalty: 755.008423
	Iteration 1F: 3 clusters Score -180154.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -180341.625000 Penalty: 755.008423
	Iteration 2F: 3 clusters Score -180341.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -180538.078125 Penalty: 755.008423
	Iteration 3F: 3 clusters Score -180538.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -180744.843750 Penalty: 755.008423
	Iteration 4F: 3 clusters Score -180744.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -180920.968750 Penalty: 755.008423
	Iteration 5F: 3 clusters Score -180921 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -181056.187500 Penalty: 755.008423
	Iteration 6Q: 3 clusters Score -181056.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -181150.296875 Penalty: 755.008423
	Iteration 7Q: 3 clusters Score -181150.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -181202.046875 Penalty: 755.008423
	Iteration 8Q: 3 clusters Score -181202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -181240.109375 Penalty: 755.008423
	Iteration 9Q: 3 clusters Score -181240.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -181285.125000 Penalty: 755.008423
	Iteration 10Q: 3 clusters Score -181285.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -181313.968750 Penalty: 755.008423
	Iteration 11Q: 3 clusters Score -181314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -181334.593750 Penalty: 755.008423
	Iteration 12Q: 3 clusters Score -181334.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -181348.812500 Penalty: 755.008423
	Iteration 13Q: 3 clusters Score -181348.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -181368.609375 Penalty: 755.008423
	Iteration 14Q: 3 clusters Score -181368.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -181390.125000 Penalty: 755.008423
	Iteration 15Q: 3 clusters Score -181390.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -181421.140625 Penalty: 755.008423
	Iteration 16Q: 3 clusters Score -181421.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -181450.718750 Penalty: 755.008423
	Iteration 17Q: 3 clusters Score -181450.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -181463.640625 Penalty: 755.008423
	Iteration 18Q: 3 clusters Score -181463.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -181470.109375 Penalty: 755.008423
	Iteration 19Q: 3 clusters Score -181470.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -181476.203125 Penalty: 755.008423
	Iteration 20F: 3 clusters Score -181476.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -181480.125000 Penalty: 755.008423
	Iteration 21Q: 3 clusters Score -181480.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -181483.859375 Penalty: 755.008423
	Iteration 22Q: 3 clusters Score -181483.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -181489.328125 Penalty: 755.008423
	Iteration 23Q: 3 clusters Score -181489.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -181493.593750 Penalty: 755.008423
	Iteration 24Q: 3 clusters Score -181493.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -181495.515625 Penalty: 755.008423
	Iteration 25Q: 3 clusters Score -181495.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -181498.859375 Penalty: 755.008423
	Iteration 26Q: 3 clusters Score -181498.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -181501.921875 Penalty: 755.008423
	Iteration 27Q: 3 clusters Score -181501.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -181505.890625 Penalty: 755.008423
	Iteration 28Q: 3 clusters Score -181505.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -181507.875000 Penalty: 755.008423
	Iteration 29Q: 3 clusters Score -181507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -181509.328125 Penalty: 755.008423
	Iteration 30Q: 3 clusters Score -181509.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -181510.234375 Penalty: 755.008423
	Iteration 31Q: 3 clusters Score -181510.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -181512.312500 Penalty: 755.008423
	Iteration 32Q: 3 clusters Score -181512.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -181515.718750 Penalty: 755.008423
	Iteration 33Q: 3 clusters Score -181515.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -181518.578125 Penalty: 755.008423
	Iteration 34Q: 3 clusters Score -181518.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -181520.562500 Penalty: 755.008423
	Iteration 35Q: 3 clusters Score -181520.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -181522.546875 Penalty: 755.008423
	Iteration 36Q: 3 clusters Score -181522.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -181523.718750 Penalty: 755.008423
	Iteration 37Q: 3 clusters Score -181523.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -181525.437500 Penalty: 755.008423
	Iteration 38Q: 3 clusters Score -181525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -181528.578125 Penalty: 755.008423
	Iteration 39Q: 3 clusters Score -181528.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -181529.609375 Penalty: 755.008423
	Iteration 40F: 3 clusters Score -181529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -181530.546875 Penalty: 755.008423
	Iteration 41Q: 3 clusters Score -181530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -181531.656250 Penalty: 755.008423
	Iteration 42Q: 3 clusters Score -181531.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -181533.187500 Penalty: 755.008423
	Iteration 43Q: 3 clusters Score -181533.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -181535.484375 Penalty: 755.008423
	Iteration 44Q: 3 clusters Score -181535.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -181540.937500 Penalty: 755.008423
	Iteration 45Q: 3 clusters Score -181540.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -181546.937500 Penalty: 755.008423
	Iteration 46Q: 3 clusters Score -181546.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -181550.781250 Penalty: 755.008423
	Iteration 47Q: 3 clusters Score -181550.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -181555.265625 Penalty: 755.008423
	Iteration 48Q: 3 clusters Score -181555.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -181557.656250 Penalty: 755.008423
	Iteration 49Q: 3 clusters Score -181557.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -181560.718750 Penalty: 755.008423
	Iteration 50Q: 3 clusters Score -181560.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -181562.578125 Penalty: 755.008423
	Iteration 51Q: 3 clusters Score -181562.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -181564.125000 Penalty: 755.008423
	Iteration 52Q: 3 clusters Score -181564.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -181566.140625 Penalty: 755.008423
	Iteration 53Q: 3 clusters Score -181566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -181566.718750 Penalty: 755.008423
	Iteration 54Q: 3 clusters Score -181566.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -181567.640625 Penalty: 755.008423
	Iteration 55Q: 3 clusters Score -181567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -181568.828125 Penalty: 755.008423
	Iteration 56Q: 3 clusters Score -181568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -181570.718750 Penalty: 755.008423
	Iteration 57Q: 3 clusters Score -181570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -181571.046875 Penalty: 755.008423
	Iteration 58Q: 3 clusters Score -181571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -181571.406250 Penalty: 755.008423
	Iteration 59Q: 3 clusters Score -181571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -181571.390625 Penalty: 755.008423
	Iteration 60F: 3 clusters Score -181571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -181571.562500 Penalty: 755.008423
	Iteration 61Q: 3 clusters Score -181571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -181571.953125 Penalty: 755.008423
	Iteration 62Q: 3 clusters Score -181572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -181573.218750 Penalty: 755.008423
	Iteration 63Q: 3 clusters Score -181573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -181574.187500 Penalty: 755.008423
	Iteration 64Q: 3 clusters Score -181574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -181574.625000 Penalty: 755.008423
	Iteration 65Q: 3 clusters Score -181574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -181574.625000 Penalty: 755.008423
	Iteration 66Q: 3 clusters Score -181574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -181574.640625 Penalty: 755.008423
	Iteration 67Q: 3 clusters Score -181574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -181574.640625 Penalty: 755.008423
	Iteration 68F: 3 clusters Score -181574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -10689.226562 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -10689.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10306.986328 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -10306.99 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10460.166992 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -10460.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10533.950195 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -10533.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10571.623047 Penalty: 550.953979
	Iteration 3F: 3 clusters Score -10571.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10593.840820 Penalty: 550.953979
	Iteration 4Q: 3 clusters Score -10593.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10597.490234 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -10597.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10599.774414 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -10599.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10602.781250 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -10602.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10603.571289 Penalty: 550.953979
	Iteration 8Q: 3 clusters Score -10603.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10603.571289 Penalty: 550.953979
	Iteration 9F: 3 clusters Score -10603.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (62973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Entering Unmasked Estep 
Score: -3188090.500000 Penalty: 502.796021
	Iteration 0F: 2 clusters Score -3188090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -3145686.250000 Penalty: 1005.592041
	Iteration 0F: 3 clusters Score -3145686 nChanged 30617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 93Q: 3 clusters Score -3185336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3185329.000000 Penalty: 1005.592041
	Iteration 94Q: 3 clusters Score -3185329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3185327.500000 Penalty: 1005.592041
	Iteration 95Q: 3 clusters Score -3185328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3185323.750000 Penalty: 1005.592041
	Iteration 96Q: 3 clusters Score -3185324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3185325.500000 Penalty: 1005.592041
	Iteration 97Q: 3 clusters Score -3185326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3185328.500000 Penalty: 1005.592041
	Iteration 98Q: 3 clusters Score -3185328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3185332.500000 Penalty: 1005.592041
	Iteration 99Q: 3 clusters Score -3185332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3185334.750000 Penalty: 1005.592041
	Iteration 100F: 3 clusters Score -3185335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3185334.250000 Penalty: 1005.592041
	Iteration 101Q: 3 clusters Score -3185334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3185343.000000 Penalty: 1005.592041
	Iteration 102Q: 3 clusters Score -3185343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3185344.250000 Penalty: 1005.592041
	Iteration 103Q: 3 clusters Score -3185344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3185345.000000 Penalty: 1005.592041
	Iteration 104Q: 3 clusters Score -3185345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3185344.500000 Penalty: 1005.592041
	Iteration 105Q: 3 clusters Score -3185344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3185348.000000 Penalty: 1005.592041
	Iteration 106Q: 3 clusters Score -3185348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3185352.000000 Penalty: 1005.592041
	Iteration 107Q: 3 clusters Score -3185352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3185347.500000 Penalty: 1005.592041
	Iteration 108Q: 3 clusters Score -3185348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3185347.000000 Penalty: 1005.592041
	Iteration 109Q: 3 clusters Score -3185347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -3185343.500000 Penalty: 1005.592041
	Iteration 110Q: 3 clusters Score -3185344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3185346.000000 Penalty: 1005.592041
	Iteration 111Q: 3 clusters Score -3185346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3185344.500000 Penalty: 1005.592041
	Iteration 112Q: 3 clusters Score -3185344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3185343.500000 Penalty: 1005.592041
	Iteration 113Q: 3 clusters Score -3185344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3185344.750000 Penalty: 1005.592041
	Iteration 114Q: 3 clusters Score -3185345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3185346.000000 Penalty: 1005.592041
	Iteration 115Q: 3 clusters Score -3185346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3185349.500000 Penalty: 1005.592041
	Iteration 116Q: 3 clusters Score -3185350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3185350.500000 Penalty: 1005.592041
	Iteration 117Q: 3 clusters Score -3185350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3185348.750000 Penalty: 1005.592041
	Iteration 118Q: 3 clusters Score -3185349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3185353.000000 Penalty: 1005.592041
	Iteration 119Q: 3 clusters Score -3185353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3185352.250000 Penalty: 1005.592041
	Iteration 120F: 3 clusters Score -3185352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3185347.750000 Penalty: 1005.592041
	Iteration 121Q: 3 clusters Score -3185348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3185350.750000 Penalty: 1005.592041
	Iteration 122Q: 3 clusters Score -3185351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3185351.500000 Penalty: 1005.592041
	Iteration 123Q: 3 clusters Score -3185352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3185355.250000 Penalty: 1005.592041
	Iteration 124Q: 3 clusters Score -3185355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3185351.750000 Penalty: 1005.592041
	Iteration 125Q: 3 clusters Score -3185352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3185352.000000 Penalty: 1005.592041
	Iteration 126Q: 3 clusters Score -3185352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -3185352.250000 Penalty: 1005.592041
	Iteration 127Q: 3 clusters Score -3185352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3185347.000000 Penalty: 1005.592041
	Iteration 128Q: 3 clusters Score -3185347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3185347.000000 Penalty: 1005.592041
	Iteration 129F: 3 clusters Score -3185347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -66589.562500 Penalty: 329.482178
	Iteration 0F: 2 clusters Score -66589.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -65535.140625 Penalty: 658.964355
	Iteration 0F: 3 clusters Score -65535.14 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -65840.406250 Penalty: 658.964355
	Iteration 1F: 3 clusters Score -65840.41 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -65890.695312 Penalty: 658.964355
	Iteration 2F: 3 clusters Score -65890.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -65931.671875 Penalty: 658.964355
	Iteration 3F: 3 clusters Score -65931.67 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65969.375000 Penalty: 658.964355
	Iteration 4F: 3 clusters Score -65969.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66000.882812 Penalty: 658.964355
	Iteration 5Q: 3 clusters Score -66000.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66043.156250 Penalty: 658.964355
	Iteration 6Q: 3 clusters Score -66043.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66088.796875 Penalty: 658.964355
	Iteration 7Q: 3 clusters Score -66088.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66126.351562 Penalty: 658.964355
	Iteration 8Q: 3 clusters Score -66126.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66168.601562 Penalty: 658.964355
	Iteration 9Q: 3 clusters Score -66168.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -66206.890625 Penalty: 658.964355
	Iteration 10Q: 3 clusters Score -66206.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -66239.046875 Penalty: 658.964355
	Iteration 11Q: 3 clusters Score -66239.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -66263.789062 Penalty: 658.964355
	Iteration 12Q: 3 clusters Score -66263.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -66286.234375 Penalty: 658.964355
	Iteration 13Q: 3 clusters Score -66286.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -66296.578125 Penalty: 658.964355
	Iteration 14Q: 3 clusters Score -66296.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -66301.882812 Penalty: 658.964355
	Iteration 15Q: 3 clusters Score -66301.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -66307.093750 Penalty: 658.964355
	Iteration 16Q: 3 clusters Score -66307.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -66309.843750 Penalty: 658.964355
	Iteration 17Q: 3 clusters Score -66309.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -66312.390625 Penalty: 658.964355
	Iteration 18Q: 3 clusters Score -66312.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -66313.718750 Penalty: 658.964355
	Iteration 19Q: 3 clusters Score -66313.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -66313.718750 Penalty: 658.964355
	Iteration 20F: 3 clusters Score -66313.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (82252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Entering Unmasked Estep 
Score: -4162907.250000 Penalty: 514.948181
	Iteration 0F: 2 clusters Score -4162907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -4107392.000000 Penalty: 1029.896362
	Iteration 0F: 3 clusters Score -4107392 nChanged 40224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -4131837.750000 Penalty: 1029.896362
	Iteration 1F: 3 clusters Score -4131838 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -4133006.250000 Penalty: 1029.896362
	Iteration 2Q: 3 clusters Score -4133006 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -4134834.000000 Penalty: 1029.896362
	Iteration 3Q: 3 clusters Score -4134834 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -4137721.500000 Penalty: 1029.896362
	Iteration 4F: 3 clusters Score -4137722 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -4142506.000000 Penalty: 1029.896362
	Iteration 5F: 3 clusters Score -4142506 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -4148590.250000 Penalty: 1029.896362
	Iteration 6F: 3 clusters Score -4148590 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -4153450.000000 Penalty: 1029.896362
	Iteration 7F: 3 clusters Score -4153450 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -4155662.000000 Penalty: 1029.896362
	Iteration 8Q: 3 clusters Score -4155662 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -4156500.500000 Penalty: 1029.896362
	Iteration 9Q: 3 clusters Score -4156500 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -4157045.250000 Penalty: 1029.896362
	Iteration 10Q: 3 clusters Score -4157045 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -4157482.500000 Penalty: 1029.896362
	Iteration 11Q: 3 clusters Score -4157482 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -4157844.750000 Penalty: 1029.896362
	Iteration 12Q: 3 clusters Score -4157845 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -4158090.750000 Penalty: 1029.896362
	Iteration 13Q: 3 clusters Score -4158091 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -4158322.000000 Penalty: 1029.896362
	Iteration 14Q: 3 clusters Score -4158322 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -4158532.500000 Penalty: 1029.896362
	Iteration 15Q: 3 clusters Score -4158532 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -4158685.000000 Penalty: 1029.896362
	Iteration 16Q: 3 clusters Score -4158685 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -4158869.000000 Penalty: 1029.896362
	Iteration 17Q: 3 clusters Score -4158869 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -4159019.250000 Penalty: 1029.896362
	Iteration 18Q: 3 clusters Score -4159019 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -4159194.500000 Penalty: 1029.896362
	Iteration 19Q: 3 clusters Score -4159194 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -4159357.500000 Penalty: 1029.896362
	Iteration 20F: 3 clusters Score -4159358 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -4159504.250000 Penalty: 1029.896362
	Iteration 21Q: 3 clusters Score -4159504 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -4159694.000000 Penalty: 1029.896362
	Iteration 22Q: 3 clusters Score -4159694 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -4159843.000000 Penalty: 1029.896362
	Iteration 23Q: 3 clusters Score -4159843 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -4159980.250000 Penalty: 1029.896362
	Iteration 24Q: 3 clusters Score -4159980 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -4160116.750000 Penalty: 1029.896362
	Iteration 25Q: 3 clusters Score -4160117 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -4160245.500000 Penalty: 1029.896362
	Iteration 26Q: 3 clusters Score -4160246 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -4160391.750000 Penalty: 1029.896362
	Iteration 27Q: 3 clusters Score -4160392 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -4160544.000000 Penalty: 1029.896362
	Iteration 28Q: 3 clusters Score -4160544 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -4160692.250000 Penalty: 1029.896362
	Iteration 29Q: 3 clusters Score -4160692 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -4160826.750000 Penalty: 1029.896362
	Iteration 30Q: 3 clusters Score -4160827 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -4160965.000000 Penalty: 1029.896362
	Iteration 31Q: 3 clusters Score -4160965 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 73008 members 
Entering Unmasked Estep 
Score: -4161072.750000 Penalty: 1029.896362
	Iteration 32Q: 3 clusters Score -4161073 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -4161189.500000 Penalty: 1029.896362
	Iteration 33Q: 3 clusters Score -4161190 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -4161319.250000 Penalty: 1029.896362
	Iteration 34Q: 3 clusters Score -4161319 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 74459 members 
Entering Unmasked Estep 
Score: -4161452.500000 Penalty: 1029.896362
	Iteration 35Q: 3 clusters Score -4161452 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -4161563.000000 Penalty: 1029.896362
	Iteration 36Q: 3 clusters Score -4161563 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -4161679.750000 Penalty: 1029.896362
	Iteration 37Q: 3 clusters Score -4161680 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -4161782.000000 Penalty: 1029.896362
	Iteration 38Q: 3 clusters Score -4161782 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -4161846.000000 Penalty: 1029.896362
	Iteration 39Q: 3 clusters Score -4161846 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -4161924.250000 Penalty: 1029.896362
	Iteration 40F: 3 clusters Score -4161924 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -4161995.750000 Penalty: 1029.896362
	Iteration 41Q: 3 clusters Score -4161996 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 77066 members 
Entering Unmasked Estep 
Score: -4162047.500000 Penalty: 1029.896362
	Iteration 42Q: 3 clusters Score -4162048 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -4162113.500000 Penalty: 1029.896362
	Iteration 43Q: 3 clusters Score -4162114 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -4162184.250000 Penalty: 1029.896362
	Iteration 44Q: 3 clusters Score -4162184 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -4162227.750000 Penalty: 1029.896362
	Iteration 45Q: 3 clusters Score -4162228 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -4162289.500000 Penalty: 1029.896362
	Iteration 46Q: 3 clusters Score -4162290 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -4162344.500000 Penalty: 1029.896362
	Iteration 47Q: 3 clusters Score -4162344 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -4162394.500000 Penalty: 1029.896362
	Iteration 48Q: 3 clusters Score -4162394 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -4162431.750000 Penalty: 1029.896362
	Iteration 49Q: 3 clusters Score -4162432 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -4162469.500000 Penalty: 1029.896362
	Iteration 50Q: 3 clusters Score -4162470 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -4162511.500000 Penalty: 1029.896362
	Iteration 51Q: 3 clusters Score -4162512 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -4162539.500000 Penalty: 1029.896362
	Iteration 52Q: 3 clusters Score -4162540 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -4162564.500000 Penalty: 1029.896362
	Iteration 53Q: 3 clusters Score -4162564 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -4162594.250000 Penalty: 1029.896362
	Iteration 54Q: 3 clusters Score -4162594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 79540 members 
Entering Unmasked Estep 
Score: -4162609.750000 Penalty: 1029.896362
	Iteration 55Q: 3 clusters Score -4162610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -4162624.500000 Penalty: 1029.896362
	Iteration 56Q: 3 clusters Score -4162624 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -4162638.500000 Penalty: 1029.896362
	Iteration 57Q: 3 clusters Score -4162638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -4162642.750000 Penalty: 1029.896362
	Iteration 58Q: 3 clusters Score -4162643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -4162646.750000 Penalty: 1029.896362
	Iteration 59Q: 3 clusters Score -4162647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -4162650.750000 Penalty: 1029.896362
	Iteration 60F: 3 clusters Score -4162651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 79882 members 
Entering Unmasked Estep 
Score: -4162647.000000 Penalty: 1029.896362
	Iteration 61Q: 3 clusters Score -4162647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -4162648.250000 Penalty: 1029.896362
	Iteration 62Q: 3 clusters Score -4162648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -4162655.250000 Penalty: 1029.896362
	Iteration 63Q: 3 clusters Score -4162655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -4162662.750000 Penalty: 1029.896362
	Iteration 64Q: 3 clusters Score -4162663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -4162665.000000 Penalty: 1029.896362
	Iteration 65Q: 3 clusters Score -4162665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -4162665.500000 Penalty: 1029.896362
	Iteration 66Q: 3 clusters Score -4162666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -4162663.500000 Penalty: 1029.896362
	Iteration 67Q: 3 clusters Score -4162664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 80072 members 
Entering Unmasked Estep 
Score: -4162665.750000 Penalty: 1029.896362
	Iteration 68Q: 3 clusters Score -4162666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -4162671.250000 Penalty: 1029.896362
	Iteration 69Q: 3 clusters Score -4162671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -4162672.500000 Penalty: 1029.896362
	Iteration 70Q: 3 clusters Score -4162672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -4162679.500000 Penalty: 1029.896362
	Iteration 71Q: 3 clusters Score -4162680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 80158 members 
Entering Unmasked Estep 
Score: -4162683.250000 Penalty: 1029.896362
	Iteration 72Q: 3 clusters Score -4162683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 80182 members 
Entering Unmasked Estep 
Score: -4162679.500000 Penalty: 1029.896362
	Iteration 73Q: 3 clusters Score -4162680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -4162690.250000 Penalty: 1029.896362
	Iteration 74Q: 3 clusters Score -4162690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -4162699.250000 Penalty: 1029.896362
	Iteration 75Q: 3 clusters Score -4162699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -4162695.750000 Penalty: 1029.896362
	Iteration 76Q: 3 clusters Score -4162696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -4162699.750000 Penalty: 1029.896362
	Iteration 77Q: 3 clusters Score -4162700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -4162695.750000 Penalty: 1029.896362
	Iteration 78Q: 3 clusters Score -4162696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -4162708.750000 Penalty: 1029.896362
	Iteration 79Q: 3 clusters Score -4162709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -4162709.250000 Penalty: 1029.896362
	Iteration 80F: 3 clusters Score -4162709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -4162714.250000 Penalty: 1029.896362
	Iteration 81Q: 3 clusters Score -4162714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -4162714.000000 Penalty: 1029.896362
	Iteration 82Q: 3 clusters Score -4162714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -4162718.250000 Penalty: 1029.896362
	Iteration 83Q: 3 clusters Score -4162718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 80462 members 
Entering Unmasked Estep 
Score: -4162721.250000 Penalty: 1029.896362
	Iteration 84Q: 3 clusters Score -4162721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -4162722.750000 Penalty: 1029.896362
	Iteration 85Q: 3 clusters Score -4162723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -4162716.500000 Penalty: 1029.896362
	Iteration 86Q: 3 clusters Score -4162716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 80518 members 
Entering Unmasked Estep 
Score: -4162723.750000 Penalty: 1029.896362
	Iteration 87Q: 3 clusters Score -4162724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -4162720.250000 Penalty: 1029.896362
	Iteration 88Q: 3 clusters Score -4162720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 80546 members 
Entering Unmasked Estep 
Score: -4162722.000000 Penalty: 1029.896362
	Iteration 89Q: 3 clusters Score -4162722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -4162723.500000 Penalty: 1029.896362
	Iteration 90Q: 3 clusters Score -4162724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -4162725.250000 Penalty: 1029.896362
	Iteration 91Q: 3 clusters Score -4162725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -4162723.750000 Penalty: 1029.896362
	Iteration 92Q: 3 clusters Score -4162724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -4162725.750000 Penalty: 1029.896362
	Iteration 93Q: 3 clusters Score -4162726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -4162725.750000 Penalty: 1029.896362
	Iteration 94Q: 3 clusters Score -4162726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -4162728.000000 Penalty: 1029.896362
	Iteration 95Q: 3 clusters Score -4162728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 80601 members 
Entering Unmasked Estep 
Score: -4162732.000000 Penalty: 1029.896362
	Iteration 96Q: 3 clusters Score -4162732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -4162728.750000 Penalty: 1029.896362
	Iteration 97Q: 3 clusters Score -4162729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -4162729.250000 Penalty: 1029.896362
	Iteration 98Q: 3 clusters Score -4162729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
Score: -4162728.250000 Penalty: 1029.896362
	Iteration 99Q: 3 clusters Score -4162728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -4162730.250000 Penalty: 1029.896362
	Iteration 100F: 3 clusters Score -4162730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -4162732.000000 Penalty: 1029.896362
	Iteration 101Q: 3 clusters Score -4162732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -4162729.750000 Penalty: 1029.896362
	Iteration 102Q: 3 clusters Score -4162730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -4162729.750000 Penalty: 1029.896362
	Iteration 103F: 3 clusters Score -4162730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (143133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143133 members 
Entering Unmasked Estep 
Score: -7180664.000000 Penalty: 540.154602
	Iteration 0F: 2 clusters Score -7180664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
Score: -7095495.500000 Penalty: 1080.309204
	Iteration 0F: 3 clusters Score -7095496 nChanged 70208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88801 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -7142691.500000 Penalty: 1080.309204
	Iteration 1F: 3 clusters Score -7142692 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97322 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -7148952.500000 Penalty: 1080.309204
	Iteration 2F: 3 clusters Score -7148952 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107048 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -7159344.000000 Penalty: 1080.309204
	Iteration 3F: 3 clusters Score -7159344 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117215 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -7169261.500000 Penalty: 1080.309204
	Iteration 4F: 3 clusters Score -7169262 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126829 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -7176562.000000 Penalty: 1080.309204
	Iteration 5F: 3 clusters Score -7176562 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133934 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -7180137.500000 Penalty: 1080.309204
	Iteration 6F: 3 clusters Score -7180138 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138095 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -7181225.000000 Penalty: 1080.309204
	Iteration 7Q: 3 clusters Score -7181225 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140082 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7181367.500000 Penalty: 1080.309204
	Iteration 8Q: 3 clusters Score -7181368 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7181223.000000 Penalty: 1080.309204
	Iteration 9Q: 3 clusters Score -7181223 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141755 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7181101.500000 Penalty: 1080.309204
	Iteration 10Q: 3 clusters Score -7181102 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142135 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7180915.000000 Penalty: 1080.309204
	Iteration 11Q: 3 clusters Score -7180915 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142360 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7180816.500000 Penalty: 1080.309204
	Iteration 12Q: 3 clusters Score -7180816 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142509 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7180754.500000 Penalty: 1080.309204
	Iteration 13Q: 3 clusters Score -7180754 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142615 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7180731.000000 Penalty: 1080.309204
	Iteration 14Q: 3 clusters Score -7180731 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142675 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7180671.500000 Penalty: 1080.309204
	Iteration 15Q: 3 clusters Score -7180672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142711 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7180649.500000 Penalty: 1080.309204
	Iteration 16Q: 3 clusters Score -7180650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142740 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7180632.500000 Penalty: 1080.309204
	Iteration 17Q: 3 clusters Score -7180632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142754 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7180628.000000 Penalty: 1080.309204
	Iteration 18Q: 3 clusters Score -7180628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142767 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7180615.500000 Penalty: 1080.309204
	Iteration 19Q: 3 clusters Score -7180616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142782 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7180604.500000 Penalty: 1080.309204
	Iteration 20F: 3 clusters Score -7180604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142795 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7180597.500000 Penalty: 1080.309204
	Iteration 21Q: 3 clusters Score -7180598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142805 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7180601.500000 Penalty: 1080.309204
	Iteration 22Q: 3 clusters Score -7180602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142812 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7180600.000000 Penalty: 1080.309204
	Iteration 23Q: 3 clusters Score -7180600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142814 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7180594.000000 Penalty: 1080.309204
	Iteration 24Q: 3 clusters Score -7180594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7180602.500000 Penalty: 1080.309204
	Iteration 25Q: 3 clusters Score -7180602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142813 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7180602.500000 Penalty: 1080.309204
	Iteration 26F: 3 clusters Score -7180602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -9892.603516 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -9892.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9570.439453 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -9570.439 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9663.965820 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -9663.966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9709.840820 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -9709.841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9744.890625 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -9744.891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9750.954102 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -9750.954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9752.087891 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -9752.088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9753.398438 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -9753.398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9755.093750 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -9755.094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9755.711914 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -9755.712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9756.688477 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -9756.688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9757.220703 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -9757.221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9758.210938 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -9758.211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9758.210938 Penalty: 503.538452
	Iteration 12F: 3 clusters Score -9758.211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (76573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Entering Unmasked Estep 
Score: -3880585.750000 Penalty: 511.693024
	Iteration 0F: 2 clusters Score -3880586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -3828963.750000 Penalty: 1023.386047
	Iteration 0F: 3 clusters Score -3828964 nChanged 37344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -3850527.250000 Penalty: 1023.386047
	Iteration 1F: 3 clusters Score -3850527 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -3851323.250000 Penalty: 1023.386047
	Iteration 2Q: 3 clusters Score -3851323 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -3852557.750000 Penalty: 1023.386047
	Iteration 3Q: 3 clusters Score -3852558 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -3854648.500000 Penalty: 1023.386047
	Iteration 4F: 3 clusters Score -3854648 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -3857925.250000 Penalty: 1023.386047
	Iteration 5F: 3 clusters Score -3857925 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -3862454.500000 Penalty: 1023.386047
	Iteration 6F: 3 clusters Score -3862454 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -3867172.750000 Penalty: 1023.386047
	Iteration 7F: 3 clusters Score -3867173 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -3870439.750000 Penalty: 1023.386047
	Iteration 8Q: 3 clusters Score -3870440 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -3872165.000000 Penalty: 1023.386047
	Iteration 9Q: 3 clusters Score -3872165 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -3873344.000000 Penalty: 1023.386047
	Iteration 10Q: 3 clusters Score -3873344 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -3874423.250000 Penalty: 1023.386047
	Iteration 11Q: 3 clusters Score -3874423 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -3875397.250000 Penalty: 1023.386047
	Iteration 12Q: 3 clusters Score -3875397 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -3876288.500000 Penalty: 1023.386047
	Iteration 13Q: 3 clusters Score -3876288 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -3877039.500000 Penalty: 1023.386047
	Iteration 14Q: 3 clusters Score -3877040 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -3877673.000000 Penalty: 1023.386047
	Iteration 15Q: 3 clusters Score -3877673 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -3878195.000000 Penalty: 1023.386047
	Iteration 16Q: 3 clusters Score -3878195 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -3878634.000000 Penalty: 1023.386047
	Iteration 17Q: 3 clusters Score -3878634 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -3878995.500000 Penalty: 1023.386047
	Iteration 18Q: 3 clusters Score -3878996 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 75125 members 
Entering Unmasked Estep 
Score: -3879259.750000 Penalty: 1023.386047
	Iteration 19Q: 3 clusters Score -3879260 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 75482 members 
Entering Unmasked Estep 
Score: -3879476.000000 Penalty: 1023.386047
	Iteration 20F: 3 clusters Score -3879476 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -3879641.750000 Penalty: 1023.386047
	Iteration 21Q: 3 clusters Score -3879642 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -3879791.750000 Penalty: 1023.386047
	Iteration 22Q: 3 clusters Score -3879792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -3879884.000000 Penalty: 1023.386047
	Iteration 23Q: 3 clusters Score -3879884 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -3879968.000000 Penalty: 1023.386047
	Iteration 24Q: 3 clusters Score -3879968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 76298 members 
Entering Unmasked Estep 
Score: -3880021.000000 Penalty: 1023.386047
	Iteration 25Q: 3 clusters Score -3880021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -3880059.750000 Penalty: 1023.386047
	Iteration 26Q: 3 clusters Score -3880060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -3880091.000000 Penalty: 1023.386047
	Iteration 27Q: 3 clusters Score -3880091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -3880103.000000 Penalty: 1023.386047
	Iteration 28Q: 3 clusters Score -3880103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -3880109.500000 Penalty: 1023.386047
	Iteration 29Q: 3 clusters Score -3880110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -3880123.500000 Penalty: 1023.386047
	Iteration 30Q: 3 clusters Score -3880124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -3880131.250000 Penalty: 1023.386047
	Iteration 31Q: 3 clusters Score -3880131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 76433 members 
Entering Unmasked Estep 
Score: -3880134.750000 Penalty: 1023.386047
	Iteration 32Q: 3 clusters Score -3880135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -3880139.250000 Penalty: 1023.386047
	Iteration 33Q: 3 clusters Score -3880139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -3880139.250000 Penalty: 1023.386047
	Iteration 34Q: 3 clusters Score -3880139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -3880139.750000 Penalty: 1023.386047
	Iteration 35Q: 3 clusters Score -3880140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -3880140.000000 Penalty: 1023.386047
	Iteration 36Q: 3 clusters Score -3880140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 76433 members 
Entering Unmasked Estep 
Score: -3880143.500000 Penalty: 1023.386047
	Iteration 37Q: 3 clusters Score -3880144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -3880146.750000 Penalty: 1023.386047
	Iteration 38Q: 3 clusters Score -3880147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -3880153.250000 Penalty: 1023.386047
	Iteration 39Q: 3 clusters Score -3880153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -3880157.250000 Penalty: 1023.386047
	Iteration 40F: 3 clusters Score -3880157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -3880157.750000 Penalty: 1023.386047
	Iteration 41Q: 3 clusters Score -3880158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -3880162.500000 Penalty: 1023.386047
	Iteration 42Q: 3 clusters Score -3880162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -3880162.250000 Penalty: 1023.386047
	Iteration 43Q: 3 clusters Score -3880162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -3880162.250000 Penalty: 1023.386047
	Iteration 44F: 3 clusters Score -3880162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -27144.751953 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -27144.75 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 293 members 
Entering Unmasked Estep 
Score: -26611.335938 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -26611.34 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26784.908203 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -26784.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26871.314453 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -26871.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26950.076172 Penalty: 576.166687
	Iteration 3F: 3 clusters Score -26950.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27013.271484 Penalty: 576.166687
	Iteration 4F: 3 clusters Score -27013.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27051.648438 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -27051.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27068.166016 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -27068.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27081.429688 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -27081.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -27097.658203 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -27097.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27107.357422 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -27107.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27119.835938 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -27119.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27128.763672 Penalty: 576.166687
	Iteration 11Q: 3 clusters Score -27128.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27137.414062 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -27137.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27140.025391 Penalty: 576.166687
	Iteration 13Q: 3 clusters Score -27140.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -27145.966797 Penalty: 576.166687
	Iteration 14Q: 3 clusters Score -27145.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -27148.056641 Penalty: 576.166687
	Iteration 15Q: 3 clusters Score -27148.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -27148.316406 Penalty: 576.166687
	Iteration 16Q: 3 clusters Score -27148.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -27148.439453 Penalty: 576.166687
	Iteration 17Q: 3 clusters Score -27148.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -27148.439453 Penalty: 576.166687
	Iteration 18F: 3 clusters Score -27148.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99723 members 
Mstep: Class 3 contains 42074 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 216989 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 57739 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89394 members 
Mstep: Class 19 contains 88422 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88373 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 47091 members 
Mstep: Class 25 contains 18832 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70981 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 3274 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 62973 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 82252 members 
Mstep: Class 40 contains 143133 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 76573 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 8409 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4376 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190174 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66437 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36801 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10755 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15149 members 
Mstep: Class 65 contains 224266 members 
Mstep: Class 66 contains 20797 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 363 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 16800 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90673696.000000 Penalty: 50770.378906
Splitting cluster 43 changes total score from -90674440.000000 to -90673696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (8409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Entering Unmasked Estep 
Score: -420714.718750 Penalty: 411.186127
	Iteration 0F: 2 clusters Score -420714.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -415115.906250 Penalty: 822.372253
	Iteration 0F: 3 clusters Score -415115.9 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -417398.156250 Penalty: 822.372253
	Iteration 1F: 3 clusters Score -417398.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -417582.562500 Penalty: 822.372253
	Iteration 2F: 3 clusters Score -417582.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -417784.281250 Penalty: 822.372253
	Iteration 3Q: 3 clusters Score -417784.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -418010.781250 Penalty: 822.372253
	Iteration 4F: 3 clusters Score -418010.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -418311.937500 Penalty: 822.372253
	Iteration 5F: 3 clusters Score -418311.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -418710.281250 Penalty: 822.372253
	Iteration 6F: 3 clusters Score -418710.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -419079.468750 Penalty: 822.372253
	Iteration 7F: 3 clusters Score -419079.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -419278.062500 Penalty: 822.372253
	Iteration 8Q: 3 clusters Score -419278.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -419380.812500 Penalty: 822.372253
	Iteration 9Q: 3 clusters Score -419380.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -419469.062500 Penalty: 822.372253
	Iteration 10Q: 3 clusters Score -419469.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -419550.625000 Penalty: 822.372253
	Iteration 11Q: 3 clusters Score -419550.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -419633.968750 Penalty: 822.372253
	Iteration 12Q: 3 clusters Score -419634 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -419713.906250 Penalty: 822.372253
	Iteration 13Q: 3 clusters Score -419713.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -419809.531250 Penalty: 822.372253
	Iteration 14Q: 3 clusters Score -419809.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -419898.562500 Penalty: 822.372253
	Iteration 15Q: 3 clusters Score -419898.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -419979.406250 Penalty: 822.372253
	Iteration 16Q: 3 clusters Score -419979.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -420061.531250 Penalty: 822.372253
	Iteration 17Q: 3 clusters Score -420061.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -420133.437500 Penalty: 822.372253
	Iteration 18Q: 3 clusters Score -420133.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -420192.531250 Penalty: 822.372253
	Iteration 19Q: 3 clusters Score -420192.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -420238.406250 Penalty: 822.372253
	Iteration 20F: 3 clusters Score -420238.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -420269.062500 Penalty: 822.372253
	Iteration 21Q: 3 clusters Score -420269.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -420286.156250 Penalty: 822.372253
	Iteration 22Q: 3 clusters Score -420286.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -420292.968750 Penalty: 822.372253
	Iteration 23Q: 3 clusters Score -420293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -420296.843750 Penalty: 822.372253
	Iteration 24Q: 3 clusters Score -420296.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -420299.031250 Penalty: 822.372253
	Iteration 25Q: 3 clusters Score -420299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -420299.562500 Penalty: 822.372253
	Iteration 26Q: 3 clusters Score -420299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -420300.531250 Penalty: 822.372253
	Iteration 27Q: 3 clusters Score -420300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -420299.687500 Penalty: 822.372253
	Iteration 28Q: 3 clusters Score -420299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -420299.437500 Penalty: 822.372253
	Iteration 29Q: 3 clusters Score -420299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -420299.281250 Penalty: 822.372253
	Iteration 30Q: 3 clusters Score -420299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -420300.156250 Penalty: 822.372253
	Iteration 31Q: 3 clusters Score -420300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -420301.156250 Penalty: 822.372253
	Iteration 32Q: 3 clusters Score -420301.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -420301.718750 Penalty: 822.372253
	Iteration 33Q: 3 clusters Score -420301.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -420302.687500 Penalty: 822.372253
	Iteration 34Q: 3 clusters Score -420302.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -420302.312500 Penalty: 822.372253
	Iteration 35Q: 3 clusters Score -420302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -420302.312500 Penalty: 822.372253
	Iteration 36F: 3 clusters Score -420302.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -79396.570312 Penalty: 337.088135
	Iteration 0F: 2 clusters Score -79396.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -78176.531250 Penalty: 674.176270
	Iteration 0F: 3 clusters Score -78176.53 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -78570.257812 Penalty: 674.176270
	Iteration 1F: 3 clusters Score -78570.26 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -78634.234375 Penalty: 674.176270
	Iteration 2F: 3 clusters Score -78634.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -78674.015625 Penalty: 674.176270
	Iteration 3Q: 3 clusters Score -78674.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78702.921875 Penalty: 674.176270
	Iteration 4Q: 3 clusters Score -78702.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -78731.179688 Penalty: 674.176270
	Iteration 5Q: 3 clusters Score -78731.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -78749.882812 Penalty: 674.176270
	Iteration 6Q: 3 clusters Score -78749.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -78773.882812 Penalty: 674.176270
	Iteration 7Q: 3 clusters Score -78773.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -78794.460938 Penalty: 674.176270
	Iteration 8Q: 3 clusters Score -78794.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -78807.218750 Penalty: 674.176270
	Iteration 9Q: 3 clusters Score -78807.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -78819.921875 Penalty: 674.176270
	Iteration 10Q: 3 clusters Score -78819.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -78838.062500 Penalty: 674.176270
	Iteration 11Q: 3 clusters Score -78838.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -78853.609375 Penalty: 674.176270
	Iteration 12Q: 3 clusters Score -78853.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -78866.960938 Penalty: 674.176270
	Iteration 13Q: 3 clusters Score -78866.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -78884.148438 Penalty: 674.176270
	Iteration 14Q: 3 clusters Score -78884.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -78907.312500 Penalty: 674.176270
	Iteration 15Q: 3 clusters Score -78907.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78925.789062 Penalty: 674.176270
	Iteration 16Q: 3 clusters Score -78925.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -78943.039062 Penalty: 674.176270
	Iteration 17Q: 3 clusters Score -78943.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -78955.320312 Penalty: 674.176270
	Iteration 18Q: 3 clusters Score -78955.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -78965.070312 Penalty: 674.176270
	Iteration 19Q: 3 clusters Score -78965.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -78973.000000 Penalty: 674.176270
	Iteration 20F: 3 clusters Score -78973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -78983.406250 Penalty: 674.176270
	Iteration 21Q: 3 clusters Score -78983.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78991.000000 Penalty: 674.176270
	Iteration 22Q: 3 clusters Score -78991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78995.507812 Penalty: 674.176270
	Iteration 23Q: 3 clusters Score -78995.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78997.546875 Penalty: 674.176270
	Iteration 24Q: 3 clusters Score -78997.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79000.015625 Penalty: 674.176270
	Iteration 25Q: 3 clusters Score -79000.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79002.039062 Penalty: 674.176270
	Iteration 26Q: 3 clusters Score -79002.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -79002.765625 Penalty: 674.176270
	Iteration 27Q: 3 clusters Score -79002.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79003.484375 Penalty: 674.176270
	Iteration 28Q: 3 clusters Score -79003.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79004.023438 Penalty: 674.176270
	Iteration 29Q: 3 clusters Score -79004.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79006.210938 Penalty: 674.176270
	Iteration 30Q: 3 clusters Score -79006.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -79008.539062 Penalty: 674.176270
	Iteration 31Q: 3 clusters Score -79008.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79011.015625 Penalty: 674.176270
	Iteration 32Q: 3 clusters Score -79011.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79015.062500 Penalty: 674.176270
	Iteration 33Q: 3 clusters Score -79015.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79017.023438 Penalty: 674.176270
	Iteration 34Q: 3 clusters Score -79017.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79018.203125 Penalty: 674.176270
	Iteration 35Q: 3 clusters Score -79018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79019.218750 Penalty: 674.176270
	Iteration 36Q: 3 clusters Score -79019.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79020.039062 Penalty: 674.176270
	Iteration 37Q: 3 clusters Score -79020.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79020.460938 Penalty: 674.176270
	Iteration 38Q: 3 clusters Score -79020.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79020.953125 Penalty: 674.176270
	Iteration 39Q: 3 clusters Score -79020.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79022.093750 Penalty: 674.176270
	Iteration 40F: 3 clusters Score -79022.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79023.593750 Penalty: 674.176270
	Iteration 41Q: 3 clusters Score -79023.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79025.117188 Penalty: 674.176270
	Iteration 42Q: 3 clusters Score -79025.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79026.148438 Penalty: 674.176270
	Iteration 43Q: 3 clusters Score -79026.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79026.937500 Penalty: 674.176270
	Iteration 44Q: 3 clusters Score -79026.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79029.125000 Penalty: 674.176270
	Iteration 45Q: 3 clusters Score -79029.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79031.851562 Penalty: 674.176270
	Iteration 46Q: 3 clusters Score -79031.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79032.851562 Penalty: 674.176270
	Iteration 47Q: 3 clusters Score -79032.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79033.296875 Penalty: 674.176270
	Iteration 48Q: 3 clusters Score -79033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79033.398438 Penalty: 674.176270
	Iteration 49Q: 3 clusters Score -79033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79034.031250 Penalty: 674.176270
	Iteration 50Q: 3 clusters Score -79034.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79035.085938 Penalty: 674.176270
	Iteration 51Q: 3 clusters Score -79035.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79038.273438 Penalty: 674.176270
	Iteration 52Q: 3 clusters Score -79038.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79042.031250 Penalty: 674.176270
	Iteration 53Q: 3 clusters Score -79042.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79043.601562 Penalty: 674.176270
	Iteration 54Q: 3 clusters Score -79043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79045.031250 Penalty: 674.176270
	Iteration 55Q: 3 clusters Score -79045.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79045.992188 Penalty: 674.176270
	Iteration 56Q: 3 clusters Score -79045.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79046.765625 Penalty: 674.176270
	Iteration 57Q: 3 clusters Score -79046.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79047.101562 Penalty: 674.176270
	Iteration 58Q: 3 clusters Score -79047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79047.492188 Penalty: 674.176270
	Iteration 59Q: 3 clusters Score -79047.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79048.335938 Penalty: 674.176270
	Iteration 60F: 3 clusters Score -79048.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79048.710938 Penalty: 674.176270
	Iteration 61Q: 3 clusters Score -79048.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79049.156250 Penalty: 674.176270
	Iteration 62Q: 3 clusters Score -79049.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79049.640625 Penalty: 674.176270
	Iteration 63Q: 3 clusters Score -79049.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79050.132812 Penalty: 674.176270
	Iteration 64Q: 3 clusters Score -79050.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79050.468750 Penalty: 674.176270
	Iteration 65Q: 3 clusters Score -79050.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79050.468750 Penalty: 674.176270
	Iteration 66F: 3 clusters Score -79050.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -50686.886719 Penalty: 315.647797
	Iteration 0F: 2 clusters Score -50686.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -49877.140625 Penalty: 631.295593
	Iteration 0F: 3 clusters Score -49877.14 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -50300.382812 Penalty: 631.295593
	Iteration 1F: 3 clusters Score -50300.38 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -50424.648438 Penalty: 631.295593
	Iteration 2F: 3 clusters Score -50424.65 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -50504.003906 Penalty: 631.295593
	Iteration 3F: 3 clusters Score -50504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -50565.667969 Penalty: 631.295593
	Iteration 4Q: 3 clusters Score -50565.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -50592.015625 Penalty: 631.295593
	Iteration 5Q: 3 clusters Score -50592.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -50608.890625 Penalty: 631.295593
	Iteration 6Q: 3 clusters Score -50608.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -50619.277344 Penalty: 631.295593
	Iteration 7Q: 3 clusters Score -50619.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -50626.097656 Penalty: 631.295593
	Iteration 8Q: 3 clusters Score -50626.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -50630.578125 Penalty: 631.295593
	Iteration 9Q: 3 clusters Score -50630.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -50632.070312 Penalty: 631.295593
	Iteration 10Q: 3 clusters Score -50632.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -50632.285156 Penalty: 631.295593
	Iteration 11Q: 3 clusters Score -50632.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -50632.671875 Penalty: 631.295593
	Iteration 12Q: 3 clusters Score -50632.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -50633.605469 Penalty: 631.295593
	Iteration 13Q: 3 clusters Score -50633.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -50634.390625 Penalty: 631.295593
	Iteration 14Q: 3 clusters Score -50634.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -50635.984375 Penalty: 631.295593
	Iteration 15Q: 3 clusters Score -50635.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -50636.718750 Penalty: 631.295593
	Iteration 16Q: 3 clusters Score -50636.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -50636.718750 Penalty: 631.295593
	Iteration 17F: 3 clusters Score -50636.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -43933.972656 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -43933.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -43301.687500 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -43301.69 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -43453.277344 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -43453.28 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -43504.250000 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -43504.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -43536.914062 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -43536.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -43551.449219 Penalty: 599.842346
	Iteration 4Q: 3 clusters Score -43551.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43565.906250 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -43565.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43580.164062 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -43580.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43593.984375 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -43593.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43613.371094 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -43613.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43628.402344 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -43628.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43641.167969 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -43641.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43653.953125 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -43653.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43665.386719 Penalty: 599.842346
	Iteration 12Q: 3 clusters Score -43665.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43676.988281 Penalty: 599.842346
	Iteration 13Q: 3 clusters Score -43676.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43689.335938 Penalty: 599.842346
	Iteration 14Q: 3 clusters Score -43689.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43693.472656 Penalty: 599.842346
	Iteration 15Q: 3 clusters Score -43693.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43697.386719 Penalty: 599.842346
	Iteration 16Q: 3 clusters Score -43697.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43702.031250 Penalty: 599.842346
	Iteration 17Q: 3 clusters Score -43702.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43711.609375 Penalty: 599.842346
	Iteration 18Q: 3 clusters Score -43711.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43718.433594 Penalty: 599.842346
	Iteration 19Q: 3 clusters Score -43718.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43718.875000 Penalty: 599.842346
	Iteration 20F: 3 clusters Score -43718.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43720.214844 Penalty: 599.842346
	Iteration 21Q: 3 clusters Score -43720.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43721.359375 Penalty: 599.842346
	Iteration 22Q: 3 clusters Score -43721.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43722.527344 Penalty: 599.842346
	Iteration 23Q: 3 clusters Score -43722.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43722.527344 Penalty: 599.842346
	Iteration 24F: 3 clusters Score -43722.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -7362.437012 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -7362.437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7126.140625 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -7126.141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7223.455078 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -7223.455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7265.811523 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -7265.812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7275.520020 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -7275.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7282.354004 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -7282.354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7286.132812 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -7286.133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7287.116211 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -7287.116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7288.515625 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -7288.516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7290.483887 Penalty: 462.407776
	Iteration 8Q: 3 clusters Score -7290.484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7292.960449 Penalty: 462.407776
	Iteration 9Q: 3 clusters Score -7292.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7296.024414 Penalty: 462.407776
	Iteration 10Q: 3 clusters Score -7296.024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7296.024414 Penalty: 462.407776
	Iteration 11F: 3 clusters Score -7296.024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -1762.635254 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -1762.635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1600.972168 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -1600.972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1667.398193 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -1667.398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1676.890991 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -1676.891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1685.825562 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -1685.826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1710.816162 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -1710.816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1716.036499 Penalty: 408.465912
	Iteration 5Q: 3 clusters Score -1716.036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1720.598877 Penalty: 408.465912
	Iteration 6Q: 3 clusters Score -1720.599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1720.598877 Penalty: 408.465912
	Iteration 7F: 3 clusters Score -1720.599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -236982.812500 Penalty: 381.467010
	Iteration 0F: 2 clusters Score -236982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -234038.093750 Penalty: 762.934021
	Iteration 0F: 3 clusters Score -234038.1 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -235110.312500 Penalty: 762.934021
	Iteration 1F: 3 clusters Score -235110.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -235184.625000 Penalty: 762.934021
	Iteration 2Q: 3 clusters Score -235184.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -235250.875000 Penalty: 762.934021
	Iteration 3Q: 3 clusters Score -235250.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -235330.640625 Penalty: 762.934021
	Iteration 4Q: 3 clusters Score -235330.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -235405.515625 Penalty: 762.934021
	Iteration 5Q: 3 clusters Score -235405.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -235494.765625 Penalty: 762.934021
	Iteration 6Q: 3 clusters Score -235494.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -235615.953125 Penalty: 762.934021
	Iteration 7Q: 3 clusters Score -235616 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -235842.468750 Penalty: 762.934021
	Iteration 8F: 3 clusters Score -235842.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -236142.812500 Penalty: 762.934021
	Iteration 9F: 3 clusters Score -236142.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -236298.640625 Penalty: 762.934021
	Iteration 10Q: 3 clusters Score -236298.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -236342.843750 Penalty: 762.934021
	Iteration 11Q: 3 clusters Score -236342.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -236367.046875 Penalty: 762.934021
	Iteration 12Q: 3 clusters Score -236367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -236389.531250 Penalty: 762.934021
	Iteration 13Q: 3 clusters Score -236389.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -236410.015625 Penalty: 762.934021
	Iteration 14Q: 3 clusters Score -236410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -236426.859375 Penalty: 762.934021
	Iteration 15Q: 3 clusters Score -236426.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -236435.640625 Penalty: 762.934021
	Iteration 16Q: 3 clusters Score -236435.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -236440.953125 Penalty: 762.934021
	Iteration 17Q: 3 clusters Score -236441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -236443.625000 Penalty: 762.934021
	Iteration 18Q: 3 clusters Score -236443.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -236444.484375 Penalty: 762.934021
	Iteration 19Q: 3 clusters Score -236444.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -236445.500000 Penalty: 762.934021
	Iteration 20F: 3 clusters Score -236445.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -236446.328125 Penalty: 762.934021
	Iteration 21Q: 3 clusters Score -236446.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -236446.375000 Penalty: 762.934021
	Iteration 22Q: 3 clusters Score -236446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -236446.593750 Penalty: 762.934021
	Iteration 23Q: 3 clusters Score -236446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -236446.312500 Penalty: 762.934021
	Iteration 24Q: 3 clusters Score -236446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -236446.296875 Penalty: 762.934021
	Iteration 25Q: 3 clusters Score -236446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -236446.265625 Penalty: 762.934021
	Iteration 26Q: 3 clusters Score -236446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -236446.765625 Penalty: 762.934021
	Iteration 27Q: 3 clusters Score -236446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -236446.875000 Penalty: 762.934021
	Iteration 28Q: 3 clusters Score -236446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -236447.421875 Penalty: 762.934021
	Iteration 29Q: 3 clusters Score -236447.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -236447.781250 Penalty: 762.934021
	Iteration 30Q: 3 clusters Score -236447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -236447.781250 Penalty: 762.934021
	Iteration 31F: 3 clusters Score -236447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -9083.676758 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -9083.677 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 122 members 
Entering Unmasked Estep 
Score: -8799.661133 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -8799.661 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8966.247070 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -8966.247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9037.906250 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -9037.906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9070.833984 Penalty: 486.586761
	Iteration 3F: 3 clusters Score -9070.834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9082.950195 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -9082.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9091.709961 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -9091.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9098.505859 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -9098.506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9102.894531 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -9102.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9102.894531 Penalty: 486.586761
	Iteration 8F: 3 clusters Score -9102.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99723 members 
Mstep: Class 3 contains 42074 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 216989 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 57739 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89394 members 
Mstep: Class 19 contains 88422 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88373 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 47091 members 
Mstep: Class 25 contains 18832 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70981 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 3274 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 62973 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 82252 members 
Mstep: Class 40 contains 143133 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 76573 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8409 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4376 members 
Mstep: Class 51 contains 117 members 
Mstep: Class 52 contains 190174 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66437 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36801 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10755 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15149 members 
Mstep: Class 65 contains 224266 members 
Mstep: Class 66 contains 20797 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 93 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 16800 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90673584.000000 Penalty: 50770.378906
Splitting cluster 51 changes total score from -90674440.000000 to -90673584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (190174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190174 members 
Entering Unmasked Estep 
Score: -9417906.000000 Penalty: 553.084106
	Iteration 0F: 2 clusters Score -9417906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -9290806.000000 Penalty: 1106.168213
	Iteration 0F: 3 clusters Score -9290806 nChanged 93656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101483 members 
Mstep: Class 2 contains 88691 members 
Entering Unmasked Estep 
Score: -9348093.000000 Penalty: 1106.168213
	Iteration 1F: 3 clusters Score -9348093 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -9349699.000000 Penalty: 1106.168213
	Iteration 2Q: 3 clusters Score -9349699 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112324 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -9351897.000000 Penalty: 1106.168213
	Iteration 3Q: 3 clusters Score -9351897 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120272 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -9354964.000000 Penalty: 1106.168213
	Iteration 4F: 3 clusters Score -9354964 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129852 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -9359454.000000 Penalty: 1106.168213
	Iteration 5F: 3 clusters Score -9359454 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140562 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -9366056.000000 Penalty: 1106.168213
	Iteration 6F: 3 clusters Score -9366056 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151168 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -9374216.000000 Penalty: 1106.168213
	Iteration 7F: 3 clusters Score -9374216 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159637 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -9382980.000000 Penalty: 1106.168213
	Iteration 8F: 3 clusters Score -9382980 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -9395172.000000 Penalty: 1106.168213
	Iteration 9Q: 3 clusters Score -9395172 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -9402909.000000 Penalty: 1106.168213
	Iteration 10Q: 3 clusters Score -9402909 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161989 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -9404986.000000 Penalty: 1106.168213
	Iteration 11Q: 3 clusters Score -9404986 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159438 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -9405192.000000 Penalty: 1106.168213
	Iteration 12Q: 3 clusters Score -9405192 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156467 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -9407394.000000 Penalty: 1106.168213
	Iteration 13Q: 3 clusters Score -9407394 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153451 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -9409030.000000 Penalty: 1106.168213
	Iteration 14Q: 3 clusters Score -9409030 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150460 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -9409986.000000 Penalty: 1106.168213
	Iteration 15Q: 3 clusters Score -9409986 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147486 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -9410614.000000 Penalty: 1106.168213
	Iteration 16Q: 3 clusters Score -9410614 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144584 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -9410951.000000 Penalty: 1106.168213
	Iteration 17Q: 3 clusters Score -9410951 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141821 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -9411236.000000 Penalty: 1106.168213
	Iteration 18Q: 3 clusters Score -9411236 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139211 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -9411335.000000 Penalty: 1106.168213
	Iteration 19Q: 3 clusters Score -9411335 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -9411789.000000 Penalty: 1106.168213
	Iteration 20F: 3 clusters Score -9411789 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133893 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -9411904.000000 Penalty: 1106.168213
	Iteration 21Q: 3 clusters Score -9411904 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130993 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -9412172.000000 Penalty: 1106.168213
	Iteration 22Q: 3 clusters Score -9412172 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128087 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -9412377.000000 Penalty: 1106.168213
	Iteration 23Q: 3 clusters Score -9412377 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125233 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -9412616.000000 Penalty: 1106.168213
	Iteration 24Q: 3 clusters Score -9412616 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122404 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -9412962.000000 Penalty: 1106.168213
	Iteration 25Q: 3 clusters Score -9412962 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119645 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -9413163.000000 Penalty: 1106.168213
	Iteration 26Q: 3 clusters Score -9413163 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -9413426.000000 Penalty: 1106.168213
	Iteration 27Q: 3 clusters Score -9413426 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114089 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -9413712.000000 Penalty: 1106.168213
	Iteration 28Q: 3 clusters Score -9413712 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111494 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -9413833.000000 Penalty: 1106.168213
	Iteration 29Q: 3 clusters Score -9413833 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108960 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -9414220.000000 Penalty: 1106.168213
	Iteration 30Q: 3 clusters Score -9414220 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106231 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -9414622.000000 Penalty: 1106.168213
	Iteration 31Q: 3 clusters Score -9414622 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103061 members 
Mstep: Class 2 contains 87113 members 
Entering Unmasked Estep 
Score: -9415021.000000 Penalty: 1106.168213
	Iteration 32Q: 3 clusters Score -9415021 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99741 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -9415317.000000 Penalty: 1106.168213
	Iteration 33Q: 3 clusters Score -9415317 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 94002 members 
Entering Unmasked Estep 
Score: -9415337.000000 Penalty: 1106.168213
	Iteration 34Q: 3 clusters Score -9415337 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92450 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -9415392.000000 Penalty: 1106.168213
	Iteration 35Q: 3 clusters Score -9415392 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 101587 members 
Entering Unmasked Estep 
Score: -9415206.000000 Penalty: 1106.168213
	Iteration 36Q: 3 clusters Score -9415206 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 105240 members 
Entering Unmasked Estep 
Score: -9414860.000000 Penalty: 1106.168213
	Iteration 37Q: 3 clusters Score -9414860 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 108518 members 
Entering Unmasked Estep 
Score: -9414469.000000 Penalty: 1106.168213
	Iteration 38Q: 3 clusters Score -9414469 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 111261 members 
Entering Unmasked Estep 
Score: -9413949.000000 Penalty: 1106.168213
	Iteration 39Q: 3 clusters Score -9413949 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 113474 members 
Entering Unmasked Estep 
Score: -9413704.000000 Penalty: 1106.168213
	Iteration 40F: 3 clusters Score -9413704 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 116355 members 
Entering Unmasked Estep 
Score: -9413362.000000 Penalty: 1106.168213
	Iteration 41Q: 3 clusters Score -9413362 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 119356 members 
Entering Unmasked Estep 
Score: -9412797.000000 Penalty: 1106.168213
	Iteration 42Q: 3 clusters Score -9412797 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -9412263.000000 Penalty: 1106.168213
	Iteration 43Q: 3 clusters Score -9412263 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 125577 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 128791 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9411322 nChanged 3166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 131957 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9410852 nChanged 3167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 135124 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9410445 nChanged 3177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 138301 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9410052 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 141422 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9409743 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 144560 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9409577 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 147639 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9409456 nChanged 3019
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 150658 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9409357 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9409250 nChanged 2773
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 156335 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9409254 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 159038 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9409254 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 161690 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9410428 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 164042 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9411578 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 166148 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9412576 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 168046 members 
Entering Unmasked Estep 
Score: -9413395.000000 Penalty: 1106.168213
	Iteration 59Q: 3 clusters Score -9413395 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 169751 members 
Entering Unmasked Estep 
Score: -9414050.000000 Penalty: 1106.168213
	Iteration 60F: 3 clusters Score -9414050 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9414586 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 172872 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9415023 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 174370 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9415574 nChanged 1401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 175767 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9416010 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 177016 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9416369 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 178245 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9416752 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 179439 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9417004 nChanged 1043
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Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 180474 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9417279 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 181385 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9417408 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 182210 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9417530 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 182982 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9417629 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 183649 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9417742 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 184242 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9417773 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9417799 nChanged 438
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Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 185155 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9417837 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 185511 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9417897 nChanged 337
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 185824 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9417912 nChanged 312
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 186090 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9417958 nChanged 284
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 186310 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9417962 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 186514 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9417988 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 186708 members 
Entering Unmasked Estep 
Score: -9417972.000000 Penalty: 1106.168213
	Iteration 81Q: 3 clusters Score -9417972 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 186900 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9417996 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 187044 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9417988 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 187171 members 
Entering Unmasked Estep 
Score: -9418005.000000 Penalty: 1106.168213
	Iteration 84Q: 3 clusters Score -9418005 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 187265 members 
Entering Unmasked Estep 
Score: -9418001.000000 Penalty: 1106.168213
	Iteration 85Q: 3 clusters Score -9418001 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 187345 members 
Entering Unmasked Estep 
Score: -9418018.000000 Penalty: 1106.168213
	Iteration 86Q: 3 clusters Score -9418018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 187408 members 
Entering Unmasked Estep 
Score: -9418042.000000 Penalty: 1106.168213
	Iteration 87Q: 3 clusters Score -9418042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 187479 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9418020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 187539 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9418011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 187597 members 
Entering Unmasked Estep 
Score: -9418022.000000 Penalty: 1106.168213
	Iteration 90Q: 3 clusters Score -9418022 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 187646 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9418039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 187681 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9418042 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 187719 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9418026 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 187752 members 
Entering Unmasked Estep 
Score: -9418017.000000 Penalty: 1106.168213
	Iteration 94Q: 3 clusters Score -9418017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 187782 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9418014 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 187799 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9418017 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 187828 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9418020 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 187853 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9418018 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 187872 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9418012 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 187891 members 
Entering Unmasked Estep 
Score: -9418007.000000 Penalty: 1106.168213
	Iteration 100F: 3 clusters Score -9418007 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 187912 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9418014 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 187928 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9418014 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 187949 members 
Entering Unmasked Estep 
Score: -9418009.000000 Penalty: 1106.168213
	Iteration 103Q: 3 clusters Score -9418009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 187973 members 
Entering Unmasked Estep 
Score: -9418008.000000 Penalty: 1106.168213
	Iteration 104Q: 3 clusters Score -9418008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 187991 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9417997 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 188004 members 
Entering Unmasked Estep 
Score: -9418002.000000 Penalty: 1106.168213
	Iteration 106Q: 3 clusters Score -9418002 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 188021 members 
Entering Unmasked Estep 
Score: -9417983.000000 Penalty: 1106.168213
	Iteration 107Q: 3 clusters Score -9417983 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 188031 members 
Entering Unmasked Estep 
Score: -9417993.000000 Penalty: 1106.168213
	Iteration 108Q: 3 clusters Score -9417993 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 188040 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9417997 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 188053 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9417990 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 188071 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9417981 nChanged 30
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Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 188091 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9417983 nChanged 24
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Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 188103 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9417989 nChanged 23
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Mstep: Class 1 contains 2050 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9417985 nChanged 34
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Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 188140 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9417973 nChanged 38
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Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 188162 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9417975 nChanged 46
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Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 188184 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9417974 nChanged 41
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Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 188211 members 
Entering Unmasked Estep 
Score: -9417970.000000 Penalty: 1106.168213
	Iteration 118Q: 3 clusters Score -9417970 nChanged 32
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Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 188229 members 
Entering Unmasked Estep 
Score: -9417972.000000 Penalty: 1106.168213
	Iteration 119Q: 3 clusters Score -9417972 nChanged 26
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Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 188243 members 
Entering Unmasked Estep 
Score: -9417977.000000 Penalty: 1106.168213
	Iteration 120F: 3 clusters Score -9417977 nChanged 25
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Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 188252 members 
Entering Unmasked Estep 
Score: -9417976.000000 Penalty: 1106.168213
	Iteration 121Q: 3 clusters Score -9417976 nChanged 25
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Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 188259 members 
Entering Unmasked Estep 
Score: -9417978.000000 Penalty: 1106.168213
	Iteration 122Q: 3 clusters Score -9417978 nChanged 28
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Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 188265 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9417993 nChanged 33
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Mstep: Class 2 contains 188280 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9417989 nChanged 24
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Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 188288 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9417984 nChanged 31
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Mstep: Class 2 contains 188299 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9417981 nChanged 27
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Mstep: Class 2 contains 188304 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9417988 nChanged 18
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Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 188312 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9417989 nChanged 17
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Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 188317 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9417987 nChanged 26
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Mstep: Class 2 contains 188337 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9417992 nChanged 25
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9417992 nChanged 24
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9417991 nChanged 30
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Mstep: Class 2 contains 188372 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9417990 nChanged 30
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9418004 nChanged 28
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Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 188382 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9417995 nChanged 23
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9417990 nChanged 10
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Entering Unmasked Estep 
Score: -9417986.000000 Penalty: 1106.168213
	Iteration 137Q: 3 clusters Score -9417986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 188396 members 
Entering Unmasked Estep 
Score: -9417990.000000 Penalty: 1106.168213
	Iteration 138Q: 3 clusters Score -9417990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 188402 members 
Entering Unmasked Estep 
Score: -9417988.000000 Penalty: 1106.168213
	Iteration 139Q: 3 clusters Score -9417988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 188404 members 
Entering Unmasked Estep 
Score: -9417987.000000 Penalty: 1106.168213
	Iteration 140F: 3 clusters Score -9417987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 188402 members 
Entering Unmasked Estep 
Score: -9417986.000000 Penalty: 1106.168213
	Iteration 141Q: 3 clusters Score -9417986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 188404 members 
Entering Unmasked Estep 
Score: -9417987.000000 Penalty: 1106.168213
	Iteration 142Q: 3 clusters Score -9417987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 188410 members 
Entering Unmasked Estep 
Score: -9417985.000000 Penalty: 1106.168213
	Iteration 143Q: 3 clusters Score -9417985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 188414 members 
Entering Unmasked Estep 
Score: -9417986.000000 Penalty: 1106.168213
	Iteration 144Q: 3 clusters Score -9417986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 188414 members 
Entering Unmasked Estep 
Score: -9417986.000000 Penalty: 1106.168213
	Iteration 145Q: 3 clusters Score -9417986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 188414 members 
Entering Unmasked Estep 
Score: -9417980.000000 Penalty: 1106.168213
	Iteration 146Q: 3 clusters Score -9417980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 188415 members 
Entering Unmasked Estep 
Score: -9417976.000000 Penalty: 1106.168213
	Iteration 147Q: 3 clusters Score -9417976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 188422 members 
Entering Unmasked Estep 
Score: -9417977.000000 Penalty: 1106.168213
	Iteration 148Q: 3 clusters Score -9417977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 188423 members 
Entering Unmasked Estep 
Score: -9417974.000000 Penalty: 1106.168213
	Iteration 149Q: 3 clusters Score -9417974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 188423 members 
Entering Unmasked Estep 
Score: -9417971.000000 Penalty: 1106.168213
	Iteration 150Q: 3 clusters Score -9417971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 188423 members 
Entering Unmasked Estep 
Score: -9417971.000000 Penalty: 1106.168213
	Iteration 151F: 3 clusters Score -9417971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99723 members 
Mstep: Class 3 contains 42074 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 216989 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 57739 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89394 members 
Mstep: Class 19 contains 88422 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88373 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 47091 members 
Mstep: Class 25 contains 18832 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70981 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 3274 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 62973 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 82252 members 
Mstep: Class 40 contains 143133 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 76573 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8409 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4376 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 1751 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66437 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36801 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10755 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15149 members 
Mstep: Class 65 contains 224266 members 
Mstep: Class 66 contains 20797 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 188423 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 16800 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90673968.000000 Penalty: 50770.378906
Splitting cluster 52 changes total score from -90674440.000000 to -90673968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -19171.255859 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -19171.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18752.791016 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -18752.79 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18875.638672 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -18875.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18925.412109 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -18925.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18942.525391 Penalty: 540.075378
	Iteration 3Q: 3 clusters Score -18942.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18950.792969 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -18950.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18961.380859 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -18961.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18975.208984 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -18975.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19000.697266 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -19000.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19024.099609 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -19024.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19035.125000 Penalty: 540.075378
	Iteration 9Q: 3 clusters Score -19035.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19039.041016 Penalty: 540.075378
	Iteration 10Q: 3 clusters Score -19039.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19039.583984 Penalty: 540.075378
	Iteration 11Q: 3 clusters Score -19039.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19039.847656 Penalty: 540.075378
	Iteration 12Q: 3 clusters Score -19039.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19039.847656 Penalty: 540.075378
	Iteration 13F: 3 clusters Score -19039.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (66437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Entering Unmasked Estep 
Score: -3277266.750000 Penalty: 505.232452
	Iteration 0F: 2 clusters Score -3277267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -3232520.000000 Penalty: 1010.464905
	Iteration 0F: 3 clusters Score -3232520 nChanged 32370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -3251824.500000 Penalty: 1010.464905
	Iteration 1F: 3 clusters Score -3251824 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -3252756.500000 Penalty: 1010.464905
	Iteration 2Q: 3 clusters Score -3252756 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -3254310.000000 Penalty: 1010.464905
	Iteration 3Q: 3 clusters Score -3254310 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -3257055.750000 Penalty: 1010.464905
	Iteration 4F: 3 clusters Score -3257056 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -3261191.000000 Penalty: 1010.464905
	Iteration 5F: 3 clusters Score -3261191 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -3266033.250000 Penalty: 1010.464905
	Iteration 6F: 3 clusters Score -3266033 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -3269833.250000 Penalty: 1010.464905
	Iteration 7F: 3 clusters Score -3269833 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -3272122.750000 Penalty: 1010.464905
	Iteration 8Q: 3 clusters Score -3272123 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -3273338.750000 Penalty: 1010.464905
	Iteration 9Q: 3 clusters Score -3273339 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -3274162.250000 Penalty: 1010.464905
	Iteration 10Q: 3 clusters Score -3274162 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -3274773.500000 Penalty: 1010.464905
	Iteration 11Q: 3 clusters Score -3274774 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -3275248.250000 Penalty: 1010.464905
	Iteration 12Q: 3 clusters Score -3275248 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -3275651.000000 Penalty: 1010.464905
	Iteration 13Q: 3 clusters Score -3275651 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -3275952.250000 Penalty: 1010.464905
	Iteration 14Q: 3 clusters Score -3275952 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -3276195.250000 Penalty: 1010.464905
	Iteration 15Q: 3 clusters Score -3276195 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -3276428.000000 Penalty: 1010.464905
	Iteration 16Q: 3 clusters Score -3276428 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -3276530.500000 Penalty: 1010.464905
	Iteration 17Q: 3 clusters Score -3276530 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -3276591.000000 Penalty: 1010.464905
	Iteration 18Q: 3 clusters Score -3276591 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -3276635.500000 Penalty: 1010.464905
	Iteration 19Q: 3 clusters Score -3276636 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -3276683.250000 Penalty: 1010.464905
	Iteration 20F: 3 clusters Score -3276683 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -3276705.000000 Penalty: 1010.464905
	Iteration 21Q: 3 clusters Score -3276705 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -3276731.500000 Penalty: 1010.464905
	Iteration 22Q: 3 clusters Score -3276732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -3276762.750000 Penalty: 1010.464905
	Iteration 23Q: 3 clusters Score -3276763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -3276788.000000 Penalty: 1010.464905
	Iteration 24Q: 3 clusters Score -3276788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -3276802.000000 Penalty: 1010.464905
	Iteration 25Q: 3 clusters Score -3276802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -3276818.250000 Penalty: 1010.464905
	Iteration 26Q: 3 clusters Score -3276818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -3276826.000000 Penalty: 1010.464905
	Iteration 27Q: 3 clusters Score -3276826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -3276830.750000 Penalty: 1010.464905
	Iteration 28Q: 3 clusters Score -3276831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -3276842.250000 Penalty: 1010.464905
	Iteration 29Q: 3 clusters Score -3276842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -3276847.000000 Penalty: 1010.464905
	Iteration 30Q: 3 clusters Score -3276847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -3276846.500000 Penalty: 1010.464905
	Iteration 31Q: 3 clusters Score -3276846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -3276845.750000 Penalty: 1010.464905
	Iteration 32Q: 3 clusters Score -3276846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -3276845.750000 Penalty: 1010.464905
	Iteration 33F: 3 clusters Score -3276846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -47018.628906 Penalty: 310.607819
	Iteration 0F: 2 clusters Score -47018.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46259.214844 Penalty: 621.215637
	Iteration 0F: 3 clusters Score -46259.21 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -46539.050781 Penalty: 621.215637
	Iteration 1F: 3 clusters Score -46539.05 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -46613.750000 Penalty: 621.215637
	Iteration 2F: 3 clusters Score -46613.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -46658.949219 Penalty: 621.215637
	Iteration 3F: 3 clusters Score -46658.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -46682.484375 Penalty: 621.215637
	Iteration 4Q: 3 clusters Score -46682.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46708.109375 Penalty: 621.215637
	Iteration 5Q: 3 clusters Score -46708.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -46724.691406 Penalty: 621.215637
	Iteration 6Q: 3 clusters Score -46724.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -46745.957031 Penalty: 621.215637
	Iteration 7Q: 3 clusters Score -46745.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -46768.234375 Penalty: 621.215637
	Iteration 8Q: 3 clusters Score -46768.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -46796.136719 Penalty: 621.215637
	Iteration 9Q: 3 clusters Score -46796.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -46817.242188 Penalty: 621.215637
	Iteration 10Q: 3 clusters Score -46817.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -46834.898438 Penalty: 621.215637
	Iteration 11Q: 3 clusters Score -46834.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -46848.933594 Penalty: 621.215637
	Iteration 12Q: 3 clusters Score -46848.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -46864.417969 Penalty: 621.215637
	Iteration 13Q: 3 clusters Score -46864.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -46877.648438 Penalty: 621.215637
	Iteration 14Q: 3 clusters Score -46877.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -46888.078125 Penalty: 621.215637
	Iteration 15Q: 3 clusters Score -46888.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -46891.351562 Penalty: 621.215637
	Iteration 16Q: 3 clusters Score -46891.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -46893.625000 Penalty: 621.215637
	Iteration 17Q: 3 clusters Score -46893.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -46895.546875 Penalty: 621.215637
	Iteration 18Q: 3 clusters Score -46895.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -46897.921875 Penalty: 621.215637
	Iteration 19Q: 3 clusters Score -46897.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -46899.773438 Penalty: 621.215637
	Iteration 20F: 3 clusters Score -46899.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (36801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Entering Unmasked Estep 
Score: -1922656.250000 Penalty: 478.354248
	Iteration 0F: 2 clusters Score -1922656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1898003.500000 Penalty: 956.708496
	Iteration 0F: 3 clusters Score -1898004 nChanged 17761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1908509.125000 Penalty: 956.708496
	Iteration 1F: 3 clusters Score -1908509 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1908753.750000 Penalty: 956.708496
	Iteration 2Q: 3 clusters Score -1908754 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1909085.625000 Penalty: 956.708496
	Iteration 3Q: 3 clusters Score -1909086 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -1909523.625000 Penalty: 956.708496
	Iteration 4Q: 3 clusters Score -1909524 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -1910105.250000 Penalty: 956.708496
	Iteration 5Q: 3 clusters Score -1910105 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -1910930.750000 Penalty: 956.708496
	Iteration 6Q: 3 clusters Score -1910931 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -1912194.375000 Penalty: 956.708496
	Iteration 7F: 3 clusters Score -1912194 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -1914145.500000 Penalty: 956.708496
	Iteration 8F: 3 clusters Score -1914146 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -1916547.875000 Penalty: 956.708496
	Iteration 9F: 3 clusters Score -1916548 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -1918708.750000 Penalty: 956.708496
	Iteration 10F: 3 clusters Score -1918709 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -1920128.125000 Penalty: 956.708496
	Iteration 11Q: 3 clusters Score -1920128 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -1921044.375000 Penalty: 956.708496
	Iteration 12Q: 3 clusters Score -1921044 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -1921556.875000 Penalty: 956.708496
	Iteration 13Q: 3 clusters Score -1921557 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -1921827.375000 Penalty: 956.708496
	Iteration 14Q: 3 clusters Score -1921827 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -1921978.125000 Penalty: 956.708496
	Iteration 15Q: 3 clusters Score -1921978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -1922086.125000 Penalty: 956.708496
	Iteration 16Q: 3 clusters Score -1922086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -1922139.125000 Penalty: 956.708496
	Iteration 17Q: 3 clusters Score -1922139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -1922160.625000 Penalty: 956.708496
	Iteration 18Q: 3 clusters Score -1922161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -1922179.875000 Penalty: 956.708496
	Iteration 19Q: 3 clusters Score -1922180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -1922194.250000 Penalty: 956.708496
	Iteration 20F: 3 clusters Score -1922194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -1922201.375000 Penalty: 956.708496
	Iteration 21Q: 3 clusters Score -1922201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -1922205.000000 Penalty: 956.708496
	Iteration 22Q: 3 clusters Score -1922205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -1922213.125000 Penalty: 956.708496
	Iteration 23Q: 3 clusters Score -1922213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -1922215.000000 Penalty: 956.708496
	Iteration 24Q: 3 clusters Score -1922215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -1922214.875000 Penalty: 956.708496
	Iteration 25Q: 3 clusters Score -1922215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -1922215.250000 Penalty: 956.708496
	Iteration 26Q: 3 clusters Score -1922215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -1922219.125000 Penalty: 956.708496
	Iteration 27Q: 3 clusters Score -1922219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -1922220.250000 Penalty: 956.708496
	Iteration 28Q: 3 clusters Score -1922220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -1922221.250000 Penalty: 956.708496
	Iteration 29Q: 3 clusters Score -1922221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -1922221.250000 Penalty: 956.708496
	Iteration 30Q: 3 clusters Score -1922221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -1922221.375000 Penalty: 956.708496
	Iteration 31Q: 3 clusters Score -1922221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -1922221.375000 Penalty: 956.708496
	Iteration 32F: 3 clusters Score -1922221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6453.158203 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6453.158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6241.553223 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -6241.553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6316.670898 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -6316.671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6338.962402 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -6338.962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6343.283203 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -6343.283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6346.010742 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -6346.011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6346.010742 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -6346.011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -62715.074219 Penalty: 323.795929
	Iteration 0F: 2 clusters Score -62715.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -61766.820312 Penalty: 647.591858
	Iteration 0F: 3 clusters Score -61766.82 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -62119.046875 Penalty: 647.591858
	Iteration 1F: 3 clusters Score -62119.05 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -62195.027344 Penalty: 647.591858
	Iteration 2F: 3 clusters Score -62195.03 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -62240.312500 Penalty: 647.591858
	Iteration 3F: 3 clusters Score -62240.31 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -62285.121094 Penalty: 647.591858
	Iteration 4Q: 3 clusters Score -62285.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -62321.230469 Penalty: 647.591858
	Iteration 5Q: 3 clusters Score -62321.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -62349.503906 Penalty: 647.591858
	Iteration 6Q: 3 clusters Score -62349.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -62372.550781 Penalty: 647.591858
	Iteration 7Q: 3 clusters Score -62372.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -62385.304688 Penalty: 647.591858
	Iteration 8Q: 3 clusters Score -62385.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -62393.636719 Penalty: 647.591858
	Iteration 9Q: 3 clusters Score -62393.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -62398.417969 Penalty: 647.591858
	Iteration 10Q: 3 clusters Score -62398.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -62399.054688 Penalty: 647.591858
	Iteration 11Q: 3 clusters Score -62399.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -62399.464844 Penalty: 647.591858
	Iteration 12Q: 3 clusters Score -62399.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -62399.734375 Penalty: 647.591858
	Iteration 13Q: 3 clusters Score -62399.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -62399.847656 Penalty: 647.591858
	Iteration 14Q: 3 clusters Score -62399.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -62400.984375 Penalty: 647.591858
	Iteration 15Q: 3 clusters Score -62400.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -62402.265625 Penalty: 647.591858
	Iteration 16Q: 3 clusters Score -62402.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -62403.207031 Penalty: 647.591858
	Iteration 17Q: 3 clusters Score -62403.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -62404.976562 Penalty: 647.591858
	Iteration 18Q: 3 clusters Score -62404.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -62405.734375 Penalty: 647.591858
	Iteration 19Q: 3 clusters Score -62405.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -62406.828125 Penalty: 647.591858
	Iteration 20F: 3 clusters Score -62406.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -62407.250000 Penalty: 647.591858
	Iteration 21Q: 3 clusters Score -62407.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -62407.523438 Penalty: 647.591858
	Iteration 22Q: 3 clusters Score -62407.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -62407.523438 Penalty: 647.591858
	Iteration 23F: 3 clusters Score -62407.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -21233.480469 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -21233.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20798.554688 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -20798.55 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20969.623047 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -20969.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21021.052734 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -21021.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21035.017578 Penalty: 550.740112
	Iteration 3Q: 3 clusters Score -21035.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21042.748047 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -21042.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21042.998047 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -21043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21042.998047 Penalty: 550.740112
	Iteration 6F: 3 clusters Score -21043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13788.027344 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13788.03 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 140 members 
Entering Unmasked Estep 
Score: -13456.388672 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -13456.39 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13571.512695 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -13571.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13598.064453 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -13598.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13612.471680 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -13612.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13623.740234 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13623.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13625.811523 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13625.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13629.284180 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13629.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13631.873047 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -13631.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13632.317383 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -13632.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13632.317383 Penalty: 510.127991
	Iteration 9F: 3 clusters Score -13632.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Entering Unmasked Estep 
Score: -541401.687500 Penalty: 422.382233
	Iteration 0F: 2 clusters Score -541401.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -534282.625000 Penalty: 844.764465
	Iteration 0F: 3 clusters Score -534282.6 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -537249.625000 Penalty: 844.764465
	Iteration 1F: 3 clusters Score -537249.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -537564.125000 Penalty: 844.764465
	Iteration 2F: 3 clusters Score -537564.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -538038.250000 Penalty: 844.764465
	Iteration 3F: 3 clusters Score -538038.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -538680.437500 Penalty: 844.764465
	Iteration 4F: 3 clusters Score -538680.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -539422.437500 Penalty: 844.764465
	Iteration 5F: 3 clusters Score -539422.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -540037.812500 Penalty: 844.764465
	Iteration 6F: 3 clusters Score -540037.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -540376.937500 Penalty: 844.764465
	Iteration 7Q: 3 clusters Score -540376.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -540589.437500 Penalty: 844.764465
	Iteration 8Q: 3 clusters Score -540589.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -540736.937500 Penalty: 844.764465
	Iteration 9Q: 3 clusters Score -540736.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -540833.812500 Penalty: 844.764465
	Iteration 10Q: 3 clusters Score -540833.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -540897.312500 Penalty: 844.764465
	Iteration 11Q: 3 clusters Score -540897.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -540938.937500 Penalty: 844.764465
	Iteration 12Q: 3 clusters Score -540938.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -540973.687500 Penalty: 844.764465
	Iteration 13Q: 3 clusters Score -540973.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -541004.625000 Penalty: 844.764465
	Iteration 14Q: 3 clusters Score -541004.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -541019.500000 Penalty: 844.764465
	Iteration 15Q: 3 clusters Score -541019.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -541028.937500 Penalty: 844.764465
	Iteration 16Q: 3 clusters Score -541028.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -541035.250000 Penalty: 844.764465
	Iteration 17Q: 3 clusters Score -541035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -541039.937500 Penalty: 844.764465
	Iteration 18Q: 3 clusters Score -541039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -541044.375000 Penalty: 844.764465
	Iteration 19Q: 3 clusters Score -541044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -541045.312500 Penalty: 844.764465
	Iteration 20F: 3 clusters Score -541045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -541048.437500 Penalty: 844.764465
	Iteration 21Q: 3 clusters Score -541048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -541052.250000 Penalty: 844.764465
	Iteration 22Q: 3 clusters Score -541052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -541055.750000 Penalty: 844.764465
	Iteration 23Q: 3 clusters Score -541055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -541059.812500 Penalty: 844.764465
	Iteration 24Q: 3 clusters Score -541059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -541061.375000 Penalty: 844.764465
	Iteration 25Q: 3 clusters Score -541061.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -541061.375000 Penalty: 844.764465
	Iteration 26F: 3 clusters Score -541061.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -25254.710938 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -25254.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24776.001953 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -24776 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24943.027344 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -24943.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24981.683594 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -24981.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24999.076172 Penalty: 564.246338
	Iteration 3Q: 3 clusters Score -24999.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25004.759766 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -25004.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25009.685547 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -25009.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25021.162109 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -25021.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25025.134766 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -25025.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25034.953125 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -25034.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25041.330078 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -25041.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25043.607422 Penalty: 564.246338
	Iteration 10Q: 3 clusters Score -25043.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25049.767578 Penalty: 564.246338
	Iteration 11Q: 3 clusters Score -25049.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25053.638672 Penalty: 564.246338
	Iteration 12Q: 3 clusters Score -25053.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25058.283203 Penalty: 564.246338
	Iteration 13Q: 3 clusters Score -25058.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25064.453125 Penalty: 564.246338
	Iteration 14Q: 3 clusters Score -25064.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25068.246094 Penalty: 564.246338
	Iteration 15Q: 3 clusters Score -25068.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25070.261719 Penalty: 564.246338
	Iteration 16Q: 3 clusters Score -25070.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25072.083984 Penalty: 564.246338
	Iteration 17Q: 3 clusters Score -25072.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25075.722656 Penalty: 564.246338
	Iteration 18Q: 3 clusters Score -25075.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25078.416016 Penalty: 564.246338
	Iteration 19Q: 3 clusters Score -25078.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25081.203125 Penalty: 564.246338
	Iteration 20F: 3 clusters Score -25081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25085.453125 Penalty: 564.246338
	Iteration 21Q: 3 clusters Score -25085.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25091.914062 Penalty: 564.246338
	Iteration 22Q: 3 clusters Score -25091.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25098.083984 Penalty: 564.246338
	Iteration 23Q: 3 clusters Score -25098.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25100.363281 Penalty: 564.246338
	Iteration 24Q: 3 clusters Score -25100.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25102.853516 Penalty: 564.246338
	Iteration 25Q: 3 clusters Score -25102.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25108.380859 Penalty: 564.246338
	Iteration 26Q: 3 clusters Score -25108.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25111.992188 Penalty: 564.246338
	Iteration 27Q: 3 clusters Score -25111.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25115.517578 Penalty: 564.246338
	Iteration 28Q: 3 clusters Score -25115.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25119.347656 Penalty: 564.246338
	Iteration 29Q: 3 clusters Score -25119.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25122.949219 Penalty: 564.246338
	Iteration 30Q: 3 clusters Score -25122.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25123.714844 Penalty: 564.246338
	Iteration 31Q: 3 clusters Score -25123.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25123.714844 Penalty: 564.246338
	Iteration 32F: 3 clusters Score -25123.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -20379.757812 Penalty: 274.286652
	Iteration 0F: 2 clusters Score -20379.76 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 187 members 
Entering Unmasked Estep 
Score: -19949.519531 Penalty: 548.573303
	Iteration 0F: 3 clusters Score -19949.52 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20076.939453 Penalty: 548.573303
	Iteration 1F: 3 clusters Score -20076.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20151.669922 Penalty: 548.573303
	Iteration 2F: 3 clusters Score -20151.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20218.929688 Penalty: 548.573303
	Iteration 3F: 3 clusters Score -20218.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20249.787109 Penalty: 548.573303
	Iteration 4Q: 3 clusters Score -20249.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20272.611328 Penalty: 548.573303
	Iteration 5Q: 3 clusters Score -20272.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20288.644531 Penalty: 548.573303
	Iteration 6Q: 3 clusters Score -20288.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20292.640625 Penalty: 548.573303
	Iteration 7Q: 3 clusters Score -20292.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20293.740234 Penalty: 548.573303
	Iteration 8Q: 3 clusters Score -20293.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20294.734375 Penalty: 548.573303
	Iteration 9Q: 3 clusters Score -20294.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20296.613281 Penalty: 548.573303
	Iteration 10Q: 3 clusters Score -20296.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20297.375000 Penalty: 548.573303
	Iteration 11Q: 3 clusters Score -20297.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20297.375000 Penalty: 548.573303
	Iteration 12F: 3 clusters Score -20297.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (15149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Entering Unmasked Estep 
Score: -751166.750000 Penalty: 437.968872
	Iteration 0F: 2 clusters Score -751166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -741091.375000 Penalty: 875.937744
	Iteration 0F: 3 clusters Score -741091.4 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -745240.062500 Penalty: 875.937744
	Iteration 1F: 3 clusters Score -745240.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -745542.125000 Penalty: 875.937744
	Iteration 2Q: 3 clusters Score -745542.1 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -745971.812500 Penalty: 875.937744
	Iteration 3F: 3 clusters Score -745971.8 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -746603.625000 Penalty: 875.937744
	Iteration 4F: 3 clusters Score -746603.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -747395.562500 Penalty: 875.937744
	Iteration 5F: 3 clusters Score -747395.6 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -748226.937500 Penalty: 875.937744
	Iteration 6F: 3 clusters Score -748226.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -748900.125000 Penalty: 875.937744
	Iteration 7F: 3 clusters Score -748900.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -749313.937500 Penalty: 875.937744
	Iteration 8Q: 3 clusters Score -749313.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -749651.375000 Penalty: 875.937744
	Iteration 9Q: 3 clusters Score -749651.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -749932.687500 Penalty: 875.937744
	Iteration 10Q: 3 clusters Score -749932.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -750192.812500 Penalty: 875.937744
	Iteration 11Q: 3 clusters Score -750192.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -750432.937500 Penalty: 875.937744
	Iteration 12Q: 3 clusters Score -750432.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -750586.437500 Penalty: 875.937744
	Iteration 13Q: 3 clusters Score -750586.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -750678.187500 Penalty: 875.937744
	Iteration 14Q: 3 clusters Score -750678.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -750722.937500 Penalty: 875.937744
	Iteration 15Q: 3 clusters Score -750722.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -750752.687500 Penalty: 875.937744
	Iteration 16Q: 3 clusters Score -750752.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -750774.125000 Penalty: 875.937744
	Iteration 17Q: 3 clusters Score -750774.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -750780.812500 Penalty: 875.937744
	Iteration 18Q: 3 clusters Score -750780.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -750796.312500 Penalty: 875.937744
	Iteration 19Q: 3 clusters Score -750796.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -750813.625000 Penalty: 875.937744
	Iteration 20F: 3 clusters Score -750813.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -750819.812500 Penalty: 875.937744
	Iteration 21Q: 3 clusters Score -750819.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -750820.125000 Penalty: 875.937744
	Iteration 22Q: 3 clusters Score -750820.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -750822.125000 Penalty: 875.937744
	Iteration 23Q: 3 clusters Score -750822.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -750828.125000 Penalty: 875.937744
	Iteration 24Q: 3 clusters Score -750828.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -750837.187500 Penalty: 875.937744
	Iteration 25Q: 3 clusters Score -750837.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -750837.437500 Penalty: 875.937744
	Iteration 26Q: 3 clusters Score -750837.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -750840.625000 Penalty: 875.937744
	Iteration 27Q: 3 clusters Score -750840.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -750839.250000 Penalty: 875.937744
	Iteration 28Q: 3 clusters Score -750839.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -750842.187500 Penalty: 875.937744
	Iteration 29Q: 3 clusters Score -750842.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -750842.750000 Penalty: 875.937744
	Iteration 30Q: 3 clusters Score -750842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -750842.000000 Penalty: 875.937744
	Iteration 31Q: 3 clusters Score -750842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -750842.437500 Penalty: 875.937744
	Iteration 32Q: 3 clusters Score -750842.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -750842.875000 Penalty: 875.937744
	Iteration 33Q: 3 clusters Score -750842.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -750843.250000 Penalty: 875.937744
	Iteration 34Q: 3 clusters Score -750843.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -750844.062500 Penalty: 875.937744
	Iteration 35Q: 3 clusters Score -750844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -750844.875000 Penalty: 875.937744
	Iteration 36Q: 3 clusters Score -750844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -750844.875000 Penalty: 875.937744
	Iteration 37F: 3 clusters Score -750844.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (224266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224266 members 
Entering Unmasked Estep 
Score: -11198465.000000 Penalty: 560.586731
	Iteration 0F: 2 clusters Score -1.119846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112347 members 
Mstep: Class 2 contains 111919 members 
Entering Unmasked Estep 
Score: -11074370.000000 Penalty: 1121.173462
	Iteration 0F: 3 clusters Score -1.107437e+07 nChanged 110267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110490 members 
Mstep: Class 2 contains 113776 members 
Entering Unmasked Estep 
Score: -11141417.000000 Penalty: 1121.173462
	Iteration 1F: 3 clusters Score -1.114142e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 115710 members 
Entering Unmasked Estep 
Score: -11142928.000000 Penalty: 1121.173462
	Iteration 2Q: 3 clusters Score -1.114293e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 118119 members 
Entering Unmasked Estep 
Score: -11144709.000000 Penalty: 1121.173462
	Iteration 3Q: 3 clusters Score -1.114471e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103407 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -11146531.000000 Penalty: 1121.173462
	Iteration 4Q: 3 clusters Score -1.114653e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100351 members 
Mstep: Class 2 contains 123915 members 
Entering Unmasked Estep 
Score: -11148193.000000 Penalty: 1121.173462
	Iteration 5Q: 3 clusters Score -1.114819e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 127286 members 
Entering Unmasked Estep 
Score: -11149957.000000 Penalty: 1121.173462
	Iteration 6Q: 3 clusters Score -1.114996e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 131098 members 
Entering Unmasked Estep 
Score: -11152044.000000 Penalty: 1121.173462
	Iteration 7Q: 3 clusters Score -1.115204e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 135434 members 
Entering Unmasked Estep 
Score: -11154278.000000 Penalty: 1121.173462
	Iteration 8Q: 3 clusters Score -1.115428e+07 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 140104 members 
Entering Unmasked Estep 
Score: -11157334.000000 Penalty: 1121.173462
	Iteration 9Q: 3 clusters Score -1.115733e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 144821 members 
Entering Unmasked Estep 
Score: -11162010.000000 Penalty: 1121.173462
	Iteration 10F: 3 clusters Score -1.116201e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 148511 members 
Entering Unmasked Estep 
Score: -11170072.000000 Penalty: 1121.173462
	Iteration 11F: 3 clusters Score -1.117007e+07 nChanged 15516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 149221 members 
Entering Unmasked Estep 
Score: -11183223.000000 Penalty: 1121.173462
	Iteration 12F: 3 clusters Score -1.118322e+07 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 146333 members 
Entering Unmasked Estep 
Score: -11192824.000000 Penalty: 1121.173462
	Iteration 13F: 3 clusters Score -1.119282e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80965 members 
Mstep: Class 2 contains 143301 members 
Entering Unmasked Estep 
Score: -11194950.000000 Penalty: 1121.173462
	Iteration 14Q: 3 clusters Score -1.119495e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 141022 members 
Entering Unmasked Estep 
Score: -11195487.000000 Penalty: 1121.173462
	Iteration 15Q: 3 clusters Score -1.119549e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85531 members 
Mstep: Class 2 contains 138735 members 
Entering Unmasked Estep 
Score: -11195867.000000 Penalty: 1121.173462
	Iteration 16Q: 3 clusters Score -1.119587e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87953 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -11196316.000000 Penalty: 1121.173462
	Iteration 17Q: 3 clusters Score -1.119632e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 133474 members 
Entering Unmasked Estep 
Score: -11196687.000000 Penalty: 1121.173462
	Iteration 18Q: 3 clusters Score -1.119669e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 130197 members 
Entering Unmasked Estep 
Score: -11197225.000000 Penalty: 1121.173462
	Iteration 19Q: 3 clusters Score -1.119722e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 126213 members 
Entering Unmasked Estep 
Score: -11197808.000000 Penalty: 1121.173462
	Iteration 20F: 3 clusters Score -1.119781e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 121428 members 
Entering Unmasked Estep 
Score: -11198737.000000 Penalty: 1121.173462
	Iteration 21Q: 3 clusters Score -1.119874e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 115520 members 
Entering Unmasked Estep 
Score: -11199334.000000 Penalty: 1121.173462
	Iteration 22Q: 3 clusters Score -1.119933e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116113 members 
Mstep: Class 2 contains 108153 members 
Entering Unmasked Estep 
Score: -11199625.000000 Penalty: 1121.173462
	Iteration 23Q: 3 clusters Score -1.119962e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -11199219.000000 Penalty: 1121.173462
	Iteration 24Q: 3 clusters Score -1.119922e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133963 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -11198122.000000 Penalty: 1121.173462
	Iteration 25Q: 3 clusters Score -1.119812e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144099 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -11196412.000000 Penalty: 1121.173462
	Iteration 26Q: 3 clusters Score -1.119641e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154535 members 
Mstep: Class 2 contains 69731 members 
Entering Unmasked Estep 
Score: -11195432.000000 Penalty: 1121.173462
	Iteration 27Q: 3 clusters Score -1.119543e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165153 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -11199304.000000 Penalty: 1121.173462
	Iteration 28Q: 3 clusters Score -1.11993e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172338 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -11203384.000000 Penalty: 1121.173462
	Iteration 29Q: 3 clusters Score -1.120338e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -11204505.000000 Penalty: 1121.173462
	Iteration 30Q: 3 clusters Score -1.12045e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177503 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -11204754.000000 Penalty: 1121.173462
	Iteration 31Q: 3 clusters Score -1.120475e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178596 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -11204966.000000 Penalty: 1121.173462
	Iteration 32Q: 3 clusters Score -1.120497e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179206 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -11204934.000000 Penalty: 1121.173462
	Iteration 33Q: 3 clusters Score -1.120493e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -11204862.000000 Penalty: 1121.173462
	Iteration 34Q: 3 clusters Score -1.120486e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179731 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -11204795.000000 Penalty: 1121.173462
	Iteration 35Q: 3 clusters Score -1.12048e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179754 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -11204730.000000 Penalty: 1121.173462
	Iteration 36Q: 3 clusters Score -1.120473e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179674 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -11204614.000000 Penalty: 1121.173462
	Iteration 37Q: 3 clusters Score -1.120461e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179502 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -11204497.000000 Penalty: 1121.173462
	Iteration 38Q: 3 clusters Score -1.12045e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179251 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -11204377.000000 Penalty: 1121.173462
	Iteration 39Q: 3 clusters Score -1.120438e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178931 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -11204652.000000 Penalty: 1121.173462
	Iteration 40F: 3 clusters Score -1.120465e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179047 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -11204431.000000 Penalty: 1121.173462
	Iteration 41Q: 3 clusters Score -1.120443e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178985 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -11204121.000000 Penalty: 1121.173462
	Iteration 42Q: 3 clusters Score -1.120412e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178887 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -11203908.000000 Penalty: 1121.173462
	Iteration 43Q: 3 clusters Score -1.120391e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178702 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -11203665.000000 Penalty: 1121.173462
	Iteration 44Q: 3 clusters Score -1.120366e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178459 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -11203361.000000 Penalty: 1121.173462
	Iteration 45Q: 3 clusters Score -1.120336e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178234 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -11203165.000000 Penalty: 1121.173462
	Iteration 46Q: 3 clusters Score -1.120316e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177980 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -11202992.000000 Penalty: 1121.173462
	Iteration 47Q: 3 clusters Score -1.120299e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177728 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -11202792.000000 Penalty: 1121.173462
	Iteration 48Q: 3 clusters Score -1.120279e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177490 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -11202677.000000 Penalty: 1121.173462
	Iteration 49Q: 3 clusters Score -1.120268e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177217 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -11202542.000000 Penalty: 1121.173462
	Iteration 50Q: 3 clusters Score -1.120254e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176932 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -11202416.000000 Penalty: 1121.173462
	Iteration 51Q: 3 clusters Score -1.120242e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176657 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -11202308.000000 Penalty: 1121.173462
	Iteration 52Q: 3 clusters Score -1.120231e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176405 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -11202224.000000 Penalty: 1121.173462
	Iteration 53Q: 3 clusters Score -1.120222e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -11202080.000000 Penalty: 1121.173462
	Iteration 54Q: 3 clusters Score -1.120208e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -11201950.000000 Penalty: 1121.173462
	Iteration 55Q: 3 clusters Score -1.120195e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175736 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -11201795.000000 Penalty: 1121.173462
	Iteration 56Q: 3 clusters Score -1.12018e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175508 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -11201685.000000 Penalty: 1121.173462
	Iteration 57Q: 3 clusters Score -1.120168e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175294 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -11201626.000000 Penalty: 1121.173462
	Iteration 58Q: 3 clusters Score -1.120163e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175095 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -11201533.000000 Penalty: 1121.173462
	Iteration 59Q: 3 clusters Score -1.120153e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174869 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -11201438.000000 Penalty: 1121.173462
	Iteration 60F: 3 clusters Score -1.120144e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174631 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -11201359.000000 Penalty: 1121.173462
	Iteration 61Q: 3 clusters Score -1.120136e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174420 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -11201229.000000 Penalty: 1121.173462
	Iteration 62Q: 3 clusters Score -1.120123e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174221 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -11201115.000000 Penalty: 1121.173462
	Iteration 63Q: 3 clusters Score -1.120112e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174012 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -11201004.000000 Penalty: 1121.173462
	Iteration 64Q: 3 clusters Score -1.1201e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173819 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -11200911.000000 Penalty: 1121.173462
	Iteration 65Q: 3 clusters Score -1.120091e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173596 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -11200800.000000 Penalty: 1121.173462
	Iteration 66Q: 3 clusters Score -1.12008e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173359 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -11200697.000000 Penalty: 1121.173462
	Iteration 67Q: 3 clusters Score -1.12007e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173131 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -11200620.000000 Penalty: 1121.173462
	Iteration 68Q: 3 clusters Score -1.120062e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -11200503.000000 Penalty: 1121.173462
	Iteration 69Q: 3 clusters Score -1.12005e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172707 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -11200339.000000 Penalty: 1121.173462
	Iteration 70Q: 3 clusters Score -1.120034e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172493 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -11200191.000000 Penalty: 1121.173462
	Iteration 71Q: 3 clusters Score -1.120019e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172304 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -11200088.000000 Penalty: 1121.173462
	Iteration 72Q: 3 clusters Score -1.120009e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172122 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -11199989.000000 Penalty: 1121.173462
	Iteration 73Q: 3 clusters Score -1.119999e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171938 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -11199858.000000 Penalty: 1121.173462
	Iteration 74Q: 3 clusters Score -1.119986e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171744 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -11199702.000000 Penalty: 1121.173462
	Iteration 75Q: 3 clusters Score -1.11997e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171555 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -11199642.000000 Penalty: 1121.173462
	Iteration 76Q: 3 clusters Score -1.119964e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -11199581.000000 Penalty: 1121.173462
	Iteration 77Q: 3 clusters Score -1.119958e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171159 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -11199481.000000 Penalty: 1121.173462
	Iteration 78Q: 3 clusters Score -1.119948e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170917 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -11199354.000000 Penalty: 1121.173462
	Iteration 79Q: 3 clusters Score -1.119935e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170693 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -11199259.000000 Penalty: 1121.173462
	Iteration 80F: 3 clusters Score -1.119926e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170475 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -11199113.000000 Penalty: 1121.173462
	Iteration 81Q: 3 clusters Score -1.119911e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170246 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -11199007.000000 Penalty: 1121.173462
	Iteration 82Q: 3 clusters Score -1.119901e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169978 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -11198880.000000 Penalty: 1121.173462
	Iteration 83Q: 3 clusters Score -1.119888e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169718 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -11198780.000000 Penalty: 1121.173462
	Iteration 84Q: 3 clusters Score -1.119878e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169460 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -11198645.000000 Penalty: 1121.173462
	Iteration 85Q: 3 clusters Score -1.119864e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169235 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -11198524.000000 Penalty: 1121.173462
	Iteration 86Q: 3 clusters Score -1.119852e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -11198374.000000 Penalty: 1121.173462
	Iteration 87Q: 3 clusters Score -1.119837e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168833 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -11198299.000000 Penalty: 1121.173462
	Iteration 88Q: 3 clusters Score -1.11983e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168647 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -11198209.000000 Penalty: 1121.173462
	Iteration 89Q: 3 clusters Score -1.119821e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168465 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -11198081.000000 Penalty: 1121.173462
	Iteration 90Q: 3 clusters Score -1.119808e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168312 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -11198010.000000 Penalty: 1121.173462
	Iteration 91Q: 3 clusters Score -1.119801e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168159 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -11197882.000000 Penalty: 1121.173462
	Iteration 92Q: 3 clusters Score -1.119788e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167981 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -11197726.000000 Penalty: 1121.173462
	Iteration 93Q: 3 clusters Score -1.119773e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167811 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -11197642.000000 Penalty: 1121.173462
	Iteration 94Q: 3 clusters Score -1.119764e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -11197532.000000 Penalty: 1121.173462
	Iteration 95Q: 3 clusters Score -1.119753e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167517 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -11197453.000000 Penalty: 1121.173462
	Iteration 96Q: 3 clusters Score -1.119745e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167401 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -11197343.000000 Penalty: 1121.173462
	Iteration 97Q: 3 clusters Score -1.119734e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -11197235.000000 Penalty: 1121.173462
	Iteration 98Q: 3 clusters Score -1.119724e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167167 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -11197209.000000 Penalty: 1121.173462
	Iteration 99Q: 3 clusters Score -1.119721e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167064 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -11197167.000000 Penalty: 1121.173462
	Iteration 100F: 3 clusters Score -1.119717e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166968 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -11197093.000000 Penalty: 1121.173462
	Iteration 101Q: 3 clusters Score -1.119709e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166864 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -11197000.000000 Penalty: 1121.173462
	Iteration 102Q: 3 clusters Score -1.1197e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166763 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -11196905.000000 Penalty: 1121.173462
	Iteration 103Q: 3 clusters Score -1.11969e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166646 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -11196833.000000 Penalty: 1121.173462
	Iteration 104Q: 3 clusters Score -1.119683e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166532 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -11196800.000000 Penalty: 1121.173462
	Iteration 105Q: 3 clusters Score -1.11968e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166423 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -11196755.000000 Penalty: 1121.173462
	Iteration 106Q: 3 clusters Score -1.119676e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166304 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -11196642.000000 Penalty: 1121.173462
	Iteration 107Q: 3 clusters Score -1.119664e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166189 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -11196553.000000 Penalty: 1121.173462
	Iteration 108Q: 3 clusters Score -1.119655e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166080 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -11196501.000000 Penalty: 1121.173462
	Iteration 109Q: 3 clusters Score -1.11965e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165974 members 
Mstep: Class 2 contains 58292 members 
Entering Unmasked Estep 
Score: -11196453.000000 Penalty: 1121.173462
	Iteration 110Q: 3 clusters Score -1.119645e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165834 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -11196338.000000 Penalty: 1121.173462
	Iteration 111Q: 3 clusters Score -1.119634e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -11196218.000000 Penalty: 1121.173462
	Iteration 112Q: 3 clusters Score -1.119622e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165535 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -11196117.000000 Penalty: 1121.173462
	Iteration 113Q: 3 clusters Score -1.119612e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165364 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -11195990.000000 Penalty: 1121.173462
	Iteration 114Q: 3 clusters Score -1.119599e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165205 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -11195861.000000 Penalty: 1121.173462
	Iteration 115Q: 3 clusters Score -1.119586e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165033 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -11195707.000000 Penalty: 1121.173462
	Iteration 116Q: 3 clusters Score -1.119571e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164840 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -11195580.000000 Penalty: 1121.173462
	Iteration 117Q: 3 clusters Score -1.119558e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -11195428.000000 Penalty: 1121.173462
	Iteration 118Q: 3 clusters Score -1.119543e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164436 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -11195315.000000 Penalty: 1121.173462
	Iteration 119Q: 3 clusters Score -1.119532e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164208 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -11195176.000000 Penalty: 1121.173462
	Iteration 120F: 3 clusters Score -1.119518e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163959 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -11195002.000000 Penalty: 1121.173462
	Iteration 121Q: 3 clusters Score -1.1195e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163720 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -11194869.000000 Penalty: 1121.173462
	Iteration 122Q: 3 clusters Score -1.119487e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -11194691.000000 Penalty: 1121.173462
	Iteration 123Q: 3 clusters Score -1.119469e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163202 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -11194505.000000 Penalty: 1121.173462
	Iteration 124Q: 3 clusters Score -1.11945e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162934 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -11194354.000000 Penalty: 1121.173462
	Iteration 125Q: 3 clusters Score -1.119435e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162705 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -11194116.000000 Penalty: 1121.173462
	Iteration 126Q: 3 clusters Score -1.119412e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162434 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -11193890.000000 Penalty: 1121.173462
	Iteration 127Q: 3 clusters Score -1.119389e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162148 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -11193722.000000 Penalty: 1121.173462
	Iteration 128Q: 3 clusters Score -1.119372e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161837 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -11193444.000000 Penalty: 1121.173462
	Iteration 129Q: 3 clusters Score -1.119344e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161543 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -11193186.000000 Penalty: 1121.173462
	Iteration 130Q: 3 clusters Score -1.119319e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161209 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -11192948.000000 Penalty: 1121.173462
	Iteration 131Q: 3 clusters Score -1.119295e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160830 members 
Mstep: Class 2 contains 63436 members 
Entering Unmasked Estep 
Score: -11192655.000000 Penalty: 1121.173462
	Iteration 132Q: 3 clusters Score -1.119266e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160430 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -11192366.000000 Penalty: 1121.173462
	Iteration 133Q: 3 clusters Score -1.119237e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159999 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -11192199.000000 Penalty: 1121.173462
	Iteration 134Q: 3 clusters Score -1.11922e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159499 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -11192104.000000 Penalty: 1121.173462
	Iteration 135Q: 3 clusters Score -1.11921e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158861 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -11192052.000000 Penalty: 1121.173462
	Iteration 136Q: 3 clusters Score -1.119205e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158103 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -11191975.000000 Penalty: 1121.173462
	Iteration 137Q: 3 clusters Score -1.119198e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -11192025.000000 Penalty: 1121.173462
	Iteration 138Q: 3 clusters Score -1.119202e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156116 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -11192029.000000 Penalty: 1121.173462
	Iteration 139Q: 3 clusters Score -1.119203e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154889 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -11192058.000000 Penalty: 1121.173462
	Iteration 140F: 3 clusters Score -1.119206e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153492 members 
Mstep: Class 2 contains 70774 members 
Entering Unmasked Estep 
Score: -11192039.000000 Penalty: 1121.173462
	Iteration 141Q: 3 clusters Score -1.119204e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -11192181.000000 Penalty: 1121.173462
	Iteration 142Q: 3 clusters Score -1.119218e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150049 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -11192267.000000 Penalty: 1121.173462
	Iteration 143Q: 3 clusters Score -1.119227e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148023 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -11192466.000000 Penalty: 1121.173462
	Iteration 144Q: 3 clusters Score -1.119247e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -11192728.000000 Penalty: 1121.173462
	Iteration 145Q: 3 clusters Score -1.119273e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143561 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -11192974.000000 Penalty: 1121.173462
	Iteration 146Q: 3 clusters Score -1.119297e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141088 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -11193127.000000 Penalty: 1121.173462
	Iteration 147Q: 3 clusters Score -1.119313e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
Score: -11193588.000000 Penalty: 1121.173462
	Iteration 148Q: 3 clusters Score -1.119359e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136587 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -11194093.000000 Penalty: 1121.173462
	Iteration 149Q: 3 clusters Score -1.119409e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134613 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -11194432.000000 Penalty: 1121.173462
	Iteration 150Q: 3 clusters Score -1.119443e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132808 members 
Mstep: Class 2 contains 91458 members 
Entering Unmasked Estep 
Score: -11194740.000000 Penalty: 1121.173462
	Iteration 151Q: 3 clusters Score -1.119474e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131107 members 
Mstep: Class 2 contains 93159 members 
Entering Unmasked Estep 
Score: -11195076.000000 Penalty: 1121.173462
	Iteration 152Q: 3 clusters Score -1.119508e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129514 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -11195404.000000 Penalty: 1121.173462
	Iteration 153Q: 3 clusters Score -1.11954e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128029 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -11195599.000000 Penalty: 1121.173462
	Iteration 154Q: 3 clusters Score -1.11956e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126558 members 
Mstep: Class 2 contains 97708 members 
Entering Unmasked Estep 
Score: -11195924.000000 Penalty: 1121.173462
	Iteration 155Q: 3 clusters Score -1.119592e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125222 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -11196274.000000 Penalty: 1121.173462
	Iteration 156Q: 3 clusters Score -1.119627e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124011 members 
Mstep: Class 2 contains 100255 members 
Entering Unmasked Estep 
Score: -11196497.000000 Penalty: 1121.173462
	Iteration 157Q: 3 clusters Score -1.11965e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122874 members 
Mstep: Class 2 contains 101392 members 
Entering Unmasked Estep 
Score: -11196707.000000 Penalty: 1121.173462
	Iteration 158Q: 3 clusters Score -1.119671e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121880 members 
Mstep: Class 2 contains 102386 members 
Entering Unmasked Estep 
Score: -11197013.000000 Penalty: 1121.173462
	Iteration 159Q: 3 clusters Score -1.119701e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120970 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -11197218.000000 Penalty: 1121.173462
	Iteration 160F: 3 clusters Score -1.119722e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120160 members 
Mstep: Class 2 contains 104106 members 
Entering Unmasked Estep 
Score: -11197417.000000 Penalty: 1121.173462
	Iteration 161Q: 3 clusters Score -1.119742e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119366 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -11197728.000000 Penalty: 1121.173462
	Iteration 162Q: 3 clusters Score -1.119773e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118695 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -11197971.000000 Penalty: 1121.173462
	Iteration 163Q: 3 clusters Score -1.119797e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118052 members 
Mstep: Class 2 contains 106214 members 
Entering Unmasked Estep 
Score: -11198181.000000 Penalty: 1121.173462
	Iteration 164Q: 3 clusters Score -1.119818e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117317 members 
Mstep: Class 2 contains 106949 members 
Entering Unmasked Estep 
Score: -11198441.000000 Penalty: 1121.173462
	Iteration 165Q: 3 clusters Score -1.119844e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116576 members 
Mstep: Class 2 contains 107690 members 
Entering Unmasked Estep 
Score: -11198702.000000 Penalty: 1121.173462
	Iteration 166Q: 3 clusters Score -1.11987e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115717 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -11199011.000000 Penalty: 1121.173462
	Iteration 167Q: 3 clusters Score -1.119901e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114790 members 
Mstep: Class 2 contains 109476 members 
Entering Unmasked Estep 
Score: -11199513.000000 Penalty: 1121.173462
	Iteration 168Q: 3 clusters Score -1.119951e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113748 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -11200071.000000 Penalty: 1121.173462
	Iteration 169Q: 3 clusters Score -1.120007e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112547 members 
Mstep: Class 2 contains 111719 members 
Entering Unmasked Estep 
Score: -11200788.000000 Penalty: 1121.173462
	Iteration 170Q: 3 clusters Score -1.120079e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111370 members 
Mstep: Class 2 contains 112896 members 
Entering Unmasked Estep 
Score: -11201550.000000 Penalty: 1121.173462
	Iteration 171Q: 3 clusters Score -1.120155e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110054 members 
Mstep: Class 2 contains 114212 members 
Entering Unmasked Estep 
Score: -11202505.000000 Penalty: 1121.173462
	Iteration 172Q: 3 clusters Score -1.12025e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108638 members 
Mstep: Class 2 contains 115628 members 
Entering Unmasked Estep 
Score: -11203738.000000 Penalty: 1121.173462
	Iteration 173Q: 3 clusters Score -1.120374e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107230 members 
Mstep: Class 2 contains 117036 members 
Entering Unmasked Estep 
Score: -11205150.000000 Penalty: 1121.173462
	Iteration 174Q: 3 clusters Score -1.120515e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105821 members 
Mstep: Class 2 contains 118445 members 
Entering Unmasked Estep 
Score: -11206398.000000 Penalty: 1121.173462
	Iteration 175Q: 3 clusters Score -1.12064e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 119617 members 
Entering Unmasked Estep 
Score: -11207589.000000 Penalty: 1121.173462
	Iteration 176Q: 3 clusters Score -1.120759e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -11208616.000000 Penalty: 1121.173462
	Iteration 177Q: 3 clusters Score -1.120862e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 121427 members 
Entering Unmasked Estep 
Score: -11209260.000000 Penalty: 1121.173462
	Iteration 178Q: 3 clusters Score -1.120926e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102052 members 
Mstep: Class 2 contains 122214 members 
Entering Unmasked Estep 
Score: -11209861.000000 Penalty: 1121.173462
	Iteration 179Q: 3 clusters Score -1.120986e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 122928 members 
Entering Unmasked Estep 
Score: -11210482.000000 Penalty: 1121.173462
	Iteration 180F: 3 clusters Score -1.121048e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -11210995.000000 Penalty: 1121.173462
	Iteration 181Q: 3 clusters Score -1.1211e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
Score: -11211343.000000 Penalty: 1121.173462
	Iteration 182Q: 3 clusters Score -1.121134e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98504 members 
Mstep: Class 2 contains 125762 members 
Entering Unmasked Estep 
Score: -11211638.000000 Penalty: 1121.173462
	Iteration 183Q: 3 clusters Score -1.121164e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 127006 members 
Entering Unmasked Estep 
Score: -11211986.000000 Penalty: 1121.173462
	Iteration 184Q: 3 clusters Score -1.121199e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 128446 members 
Entering Unmasked Estep 
Score: -11212147.000000 Penalty: 1121.173462
	Iteration 185Q: 3 clusters Score -1.121215e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 130057 members 
Entering Unmasked Estep 
Score: -11212284.000000 Penalty: 1121.173462
	Iteration 186Q: 3 clusters Score -1.121228e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92342 members 
Mstep: Class 2 contains 131924 members 
Entering Unmasked Estep 
Score: -11212363.000000 Penalty: 1121.173462
	Iteration 187Q: 3 clusters Score -1.121236e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 133988 members 
Entering Unmasked Estep 
Score: -11212573.000000 Penalty: 1121.173462
	Iteration 188Q: 3 clusters Score -1.121257e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88232 members 
Mstep: Class 2 contains 136034 members 
Entering Unmasked Estep 
Score: -11212637.000000 Penalty: 1121.173462
	Iteration 189Q: 3 clusters Score -1.121264e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 138155 members 
Entering Unmasked Estep 
Score: -11212711.000000 Penalty: 1121.173462
	Iteration 190Q: 3 clusters Score -1.121271e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 140406 members 
Entering Unmasked Estep 
Score: -11212726.000000 Penalty: 1121.173462
	Iteration 191Q: 3 clusters Score -1.121273e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81603 members 
Mstep: Class 2 contains 142663 members 
Entering Unmasked Estep 
Score: -11212626.000000 Penalty: 1121.173462
	Iteration 192Q: 3 clusters Score -1.121263e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 145044 members 
Entering Unmasked Estep 
Score: -11212567.000000 Penalty: 1121.173462
	Iteration 193Q: 3 clusters Score -1.121257e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 147535 members 
Entering Unmasked Estep 
Score: -11212347.000000 Penalty: 1121.173462
	Iteration 194Q: 3 clusters Score -1.121235e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 150013 members 
Entering Unmasked Estep 
Score: -11212361.000000 Penalty: 1121.173462
	Iteration 195Q: 3 clusters Score -1.121236e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 152521 members 
Entering Unmasked Estep 
Score: -11212234.000000 Penalty: 1121.173462
	Iteration 196Q: 3 clusters Score -1.121223e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -11212079.000000 Penalty: 1121.173462
	Iteration 197Q: 3 clusters Score -1.121208e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 157118 members 
Entering Unmasked Estep 
Score: -11211964.000000 Penalty: 1121.173462
	Iteration 198Q: 3 clusters Score -1.121196e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 159310 members 
Entering Unmasked Estep 
Score: -11211822.000000 Penalty: 1121.173462
	Iteration 199Q: 3 clusters Score -1.121182e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -11212082.000000 Penalty: 1121.173462
	Iteration 200F: 3 clusters Score -1.121208e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 163470 members 
Entering Unmasked Estep 
Score: -11212772.000000 Penalty: 1121.173462
	Iteration 201Q: 3 clusters Score -1.121277e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -11213501.000000 Penalty: 1121.173462
	Iteration 202Q: 3 clusters Score -1.12135e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 167972 members 
Entering Unmasked Estep 
Score: -11214149.000000 Penalty: 1121.173462
	Iteration 203Q: 3 clusters Score -1.121415e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 170448 members 
Entering Unmasked Estep 
Score: -11214769.000000 Penalty: 1121.173462
	Iteration 204Q: 3 clusters Score -1.121477e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 173256 members 
Entering Unmasked Estep 
Score: -11215383.000000 Penalty: 1121.173462
	Iteration 205Q: 3 clusters Score -1.121538e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 176283 members 
Entering Unmasked Estep 
Score: -11216043.000000 Penalty: 1121.173462
	Iteration 206Q: 3 clusters Score -1.121604e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 179554 members 
Entering Unmasked Estep 
Score: -11216658.000000 Penalty: 1121.173462
	Iteration 207Q: 3 clusters Score -1.121666e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 182734 members 
Entering Unmasked Estep 
Score: -11217153.000000 Penalty: 1121.173462
	Iteration 208Q: 3 clusters Score -1.121715e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 185815 members 
Entering Unmasked Estep 
Score: -11217540.000000 Penalty: 1121.173462
	Iteration 209Q: 3 clusters Score -1.121754e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 188737 members 
Entering Unmasked Estep 
Score: -11217681.000000 Penalty: 1121.173462
	Iteration 210Q: 3 clusters Score -1.121768e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 191454 members 
Entering Unmasked Estep 
Score: -11217822.000000 Penalty: 1121.173462
	Iteration 211Q: 3 clusters Score -1.121782e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 193853 members 
Entering Unmasked Estep 
Score: -11217904.000000 Penalty: 1121.173462
	Iteration 212Q: 3 clusters Score -1.12179e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 195885 members 
Entering Unmasked Estep 
Score: -11217722.000000 Penalty: 1121.173462
	Iteration 213Q: 3 clusters Score -1.121772e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 197628 members 
Entering Unmasked Estep 
Score: -11217677.000000 Penalty: 1121.173462
	Iteration 214Q: 3 clusters Score -1.121768e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 199020 members 
Entering Unmasked Estep 
Score: -11217417.000000 Penalty: 1121.173462
	Iteration 215Q: 3 clusters Score -1.121742e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 200222 members 
Entering Unmasked Estep 
Score: -11217126.000000 Penalty: 1121.173462
	Iteration 216Q: 3 clusters Score -1.121713e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 201299 members 
Entering Unmasked Estep 
Score: -11216615.000000 Penalty: 1121.173462
	Iteration 217Q: 3 clusters Score -1.121662e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 202338 members 
Entering Unmasked Estep 
Score: -11216076.000000 Penalty: 1121.173462
	Iteration 218Q: 3 clusters Score -1.121608e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 203435 members 
Entering Unmasked Estep 
Score: -11215448.000000 Penalty: 1121.173462
	Iteration 219Q: 3 clusters Score -1.121545e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 204568 members 
Entering Unmasked Estep 
Score: -11215131.000000 Penalty: 1121.173462
	Iteration 220F: 3 clusters Score -1.121513e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 206142 members 
Entering Unmasked Estep 
Score: -11214483.000000 Penalty: 1121.173462
	Iteration 221Q: 3 clusters Score -1.121448e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 208125 members 
Entering Unmasked Estep 
Score: -11213778.000000 Penalty: 1121.173462
	Iteration 222Q: 3 clusters Score -1.121378e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 210341 members 
Entering Unmasked Estep 
Score: -11212590.000000 Penalty: 1121.173462
	Iteration 223Q: 3 clusters Score -1.121259e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 212425 members 
Entering Unmasked Estep 
Score: -11211073.000000 Penalty: 1121.173462
	Iteration 224Q: 3 clusters Score -1.121107e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 214250 members 
Entering Unmasked Estep 
Score: -11209348.000000 Penalty: 1121.173462
	Iteration 225Q: 3 clusters Score -1.120935e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 215817 members 
Entering Unmasked Estep 
Score: -11207937.000000 Penalty: 1121.173462
	Iteration 226Q: 3 clusters Score -1.120794e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 217134 members 
Entering Unmasked Estep 
Score: -11206740.000000 Penalty: 1121.173462
	Iteration 227Q: 3 clusters Score -1.120674e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 218184 members 
Entering Unmasked Estep 
Score: -11205685.000000 Penalty: 1121.173462
	Iteration 228Q: 3 clusters Score -1.120568e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 219055 members 
Entering Unmasked Estep 
Score: -11204805.000000 Penalty: 1121.173462
	Iteration 229Q: 3 clusters Score -1.12048e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 219770 members 
Entering Unmasked Estep 
Score: -11204003.000000 Penalty: 1121.173462
	Iteration 230Q: 3 clusters Score -1.1204e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 220346 members 
Entering Unmasked Estep 
Score: -11203398.000000 Penalty: 1121.173462
	Iteration 231Q: 3 clusters Score -1.12034e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 220803 members 
Entering Unmasked Estep 
Score: -11202745.000000 Penalty: 1121.173462
	Iteration 232Q: 3 clusters Score -1.120274e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 221183 members 
Entering Unmasked Estep 
Score: -11202250.000000 Penalty: 1121.173462
	Iteration 233Q: 3 clusters Score -1.120225e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 221499 members 
Entering Unmasked Estep 
Score: -11201880.000000 Penalty: 1121.173462
	Iteration 234Q: 3 clusters Score -1.120188e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 221761 members 
Entering Unmasked Estep 
Score: -11201566.000000 Penalty: 1121.173462
	Iteration 235Q: 3 clusters Score -1.120157e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 221996 members 
Entering Unmasked Estep 
Score: -11201206.000000 Penalty: 1121.173462
	Iteration 236Q: 3 clusters Score -1.120121e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 222208 members 
Entering Unmasked Estep 
Score: -11200923.000000 Penalty: 1121.173462
	Iteration 237Q: 3 clusters Score -1.120092e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 222397 members 
Entering Unmasked Estep 
Score: -11200648.000000 Penalty: 1121.173462
	Iteration 238Q: 3 clusters Score -1.120065e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 222577 members 
Entering Unmasked Estep 
Score: -11200451.000000 Penalty: 1121.173462
	Iteration 239Q: 3 clusters Score -1.120045e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 222732 members 
Entering Unmasked Estep 
Score: -11200245.000000 Penalty: 1121.173462
	Iteration 240F: 3 clusters Score -1.120024e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 222873 members 
Entering Unmasked Estep 
Score: -11200076.000000 Penalty: 1121.173462
	Iteration 241Q: 3 clusters Score -1.120008e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 222989 members 
Entering Unmasked Estep 
Score: -11199936.000000 Penalty: 1121.173462
	Iteration 242Q: 3 clusters Score -1.119994e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 223075 members 
Entering Unmasked Estep 
Score: -11199823.000000 Penalty: 1121.173462
	Iteration 243Q: 3 clusters Score -1.119982e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 223150 members 
Entering Unmasked Estep 
Score: -11199718.000000 Penalty: 1121.173462
	Iteration 244Q: 3 clusters Score -1.119972e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 223211 members 
Entering Unmasked Estep 
Score: -11199645.000000 Penalty: 1121.173462
	Iteration 245Q: 3 clusters Score -1.119964e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 223268 members 
Entering Unmasked Estep 
Score: -11199556.000000 Penalty: 1121.173462
	Iteration 246Q: 3 clusters Score -1.119956e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 223326 members 
Entering Unmasked Estep 
Score: -11199465.000000 Penalty: 1121.173462
	Iteration 247Q: 3 clusters Score -1.119946e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 223374 members 
Entering Unmasked Estep 
Score: -11199390.000000 Penalty: 1121.173462
	Iteration 248Q: 3 clusters Score -1.119939e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 223414 members 
Entering Unmasked Estep 
Score: -11199340.000000 Penalty: 1121.173462
	Iteration 249Q: 3 clusters Score -1.119934e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 223457 members 
Entering Unmasked Estep 
Score: -11199272.000000 Penalty: 1121.173462
	Iteration 250Q: 3 clusters Score -1.119927e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 223493 members 
Entering Unmasked Estep 
Score: -11199249.000000 Penalty: 1121.173462
	Iteration 251Q: 3 clusters Score -1.119925e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 223519 members 
Entering Unmasked Estep 
Score: -11199208.000000 Penalty: 1121.173462
	Iteration 252Q: 3 clusters Score -1.119921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 223547 members 
Entering Unmasked Estep 
Score: -11199154.000000 Penalty: 1121.173462
	Iteration 253Q: 3 clusters Score -1.119915e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 223569 members 
Entering Unmasked Estep 
Score: -11199124.000000 Penalty: 1121.173462
	Iteration 254Q: 3 clusters Score -1.119912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 223591 members 
Entering Unmasked Estep 
Score: -11199087.000000 Penalty: 1121.173462
	Iteration 255Q: 3 clusters Score -1.119909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 223612 members 
Entering Unmasked Estep 
Score: -11199060.000000 Penalty: 1121.173462
	Iteration 256Q: 3 clusters Score -1.119906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 223630 members 
Entering Unmasked Estep 
Score: -11199032.000000 Penalty: 1121.173462
	Iteration 257Q: 3 clusters Score -1.119903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 223646 members 
Entering Unmasked Estep 
Score: -11199021.000000 Penalty: 1121.173462
	Iteration 258Q: 3 clusters Score -1.119902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 223668 members 
Entering Unmasked Estep 
Score: -11198975.000000 Penalty: 1121.173462
	Iteration 259Q: 3 clusters Score -1.119898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 223686 members 
Entering Unmasked Estep 
Score: -11198926.000000 Penalty: 1121.173462
	Iteration 260F: 3 clusters Score -1.119893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 223696 members 
Entering Unmasked Estep 
Score: -11198905.000000 Penalty: 1121.173462
	Iteration 261Q: 3 clusters Score -1.11989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 223703 members 
Entering Unmasked Estep 
Score: -11198899.000000 Penalty: 1121.173462
	Iteration 262Q: 3 clusters Score -1.11989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 223710 members 
Entering Unmasked Estep 
Score: -11198892.000000 Penalty: 1121.173462
	Iteration 263Q: 3 clusters Score -1.119889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 223718 members 
Entering Unmasked Estep 
Score: -11198876.000000 Penalty: 1121.173462
	Iteration 264Q: 3 clusters Score -1.119888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 223726 members 
Entering Unmasked Estep 
Score: -11198868.000000 Penalty: 1121.173462
	Iteration 265Q: 3 clusters Score -1.119887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 223733 members 
Entering Unmasked Estep 
Score: -11198850.000000 Penalty: 1121.173462
	Iteration 266Q: 3 clusters Score -1.119885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 223739 members 
Entering Unmasked Estep 
Score: -11198844.000000 Penalty: 1121.173462
	Iteration 267Q: 3 clusters Score -1.119884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 223749 members 
Entering Unmasked Estep 
Score: -11198828.000000 Penalty: 1121.173462
	Iteration 268Q: 3 clusters Score -1.119883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 223761 members 
Entering Unmasked Estep 
Score: -11198807.000000 Penalty: 1121.173462
	Iteration 269Q: 3 clusters Score -1.119881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 223768 members 
Entering Unmasked Estep 
Score: -11198807.000000 Penalty: 1121.173462
	Iteration 270Q: 3 clusters Score -1.119881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 223778 members 
Entering Unmasked Estep 
Score: -11198794.000000 Penalty: 1121.173462
	Iteration 271Q: 3 clusters Score -1.119879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 223784 members 
Entering Unmasked Estep 
Score: -11198791.000000 Penalty: 1121.173462
	Iteration 272Q: 3 clusters Score -1.119879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 223786 members 
Entering Unmasked Estep 
Score: -11198785.000000 Penalty: 1121.173462
	Iteration 273Q: 3 clusters Score -1.119878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 223789 members 
Entering Unmasked Estep 
Score: -11198775.000000 Penalty: 1121.173462
	Iteration 274Q: 3 clusters Score -1.119878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 223790 members 
Entering Unmasked Estep 
Score: -11198763.000000 Penalty: 1121.173462
	Iteration 275Q: 3 clusters Score -1.119876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 223791 members 
Entering Unmasked Estep 
Score: -11198768.000000 Penalty: 1121.173462
	Iteration 276Q: 3 clusters Score -1.119877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 223793 members 
Entering Unmasked Estep 
Score: -11198765.000000 Penalty: 1121.173462
	Iteration 277Q: 3 clusters Score -1.119876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 223795 members 
Entering Unmasked Estep 
Score: -11198761.000000 Penalty: 1121.173462
	Iteration 278Q: 3 clusters Score -1.119876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 223796 members 
Entering Unmasked Estep 
Score: -11198760.000000 Penalty: 1121.173462
	Iteration 279Q: 3 clusters Score -1.119876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 223796 members 
Entering Unmasked Estep 
Score: -11198760.000000 Penalty: 1121.173462
	Iteration 280F: 3 clusters Score -1.119876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99723 members 
Mstep: Class 3 contains 42074 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 216989 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 57739 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89394 members 
Mstep: Class 19 contains 88422 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88373 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 47091 members 
Mstep: Class 25 contains 18832 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70981 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 3274 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 62973 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 82252 members 
Mstep: Class 40 contains 143133 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 76573 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8409 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4376 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190174 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66437 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36801 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10755 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15149 members 
Mstep: Class 65 contains 470 members 
Mstep: Class 66 contains 20797 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 223796 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 16800 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90674336.000000 Penalty: 50770.378906
Splitting cluster 65 changes total score from -90674440.000000 to -90674336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (20797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Entering Unmasked Estep 
Score: -1096777.375000 Penalty: 452.386658
	Iteration 0F: 2 clusters Score -1096777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1082904.000000 Penalty: 904.773315
	Iteration 0F: 3 clusters Score -1082904 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1088685.000000 Penalty: 904.773315
	Iteration 1F: 3 clusters Score -1088685 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1088965.000000 Penalty: 904.773315
	Iteration 2Q: 3 clusters Score -1088965 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1089335.875000 Penalty: 904.773315
	Iteration 3Q: 3 clusters Score -1089336 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1089810.750000 Penalty: 904.773315
	Iteration 4Q: 3 clusters Score -1089811 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1090506.375000 Penalty: 904.773315
	Iteration 5F: 3 clusters Score -1090506 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1091498.875000 Penalty: 904.773315
	Iteration 6F: 3 clusters Score -1091499 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1092586.375000 Penalty: 904.773315
	Iteration 7F: 3 clusters Score -1092586 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1093454.500000 Penalty: 904.773315
	Iteration 8F: 3 clusters Score -1093454 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1093922.750000 Penalty: 904.773315
	Iteration 9Q: 3 clusters Score -1093923 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1094260.375000 Penalty: 904.773315
	Iteration 10Q: 3 clusters Score -1094260 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1094544.000000 Penalty: 904.773315
	Iteration 11Q: 3 clusters Score -1094544 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1094801.000000 Penalty: 904.773315
	Iteration 12Q: 3 clusters Score -1094801 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1095049.000000 Penalty: 904.773315
	Iteration 13Q: 3 clusters Score -1095049 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1095292.250000 Penalty: 904.773315
	Iteration 14Q: 3 clusters Score -1095292 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1095472.875000 Penalty: 904.773315
	Iteration 15Q: 3 clusters Score -1095473 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1095598.500000 Penalty: 904.773315
	Iteration 16Q: 3 clusters Score -1095598 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1095692.750000 Penalty: 904.773315
	Iteration 17Q: 3 clusters Score -1095693 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1095787.750000 Penalty: 904.773315
	Iteration 18Q: 3 clusters Score -1095788 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1095859.500000 Penalty: 904.773315
	Iteration 19Q: 3 clusters Score -1095860 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1095920.375000 Penalty: 904.773315
	Iteration 20F: 3 clusters Score -1095920 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1095974.375000 Penalty: 904.773315
	Iteration 21Q: 3 clusters Score -1095974 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1096010.500000 Penalty: 904.773315
	Iteration 22Q: 3 clusters Score -1096010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1096043.875000 Penalty: 904.773315
	Iteration 23Q: 3 clusters Score -1096044 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1096067.500000 Penalty: 904.773315
	Iteration 24Q: 3 clusters Score -1096068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1096090.625000 Penalty: 904.773315
	Iteration 25Q: 3 clusters Score -1096091 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1096119.125000 Penalty: 904.773315
	Iteration 26Q: 3 clusters Score -1096119 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1096149.875000 Penalty: 904.773315
	Iteration 27Q: 3 clusters Score -1096150 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1096171.750000 Penalty: 904.773315
	Iteration 28Q: 3 clusters Score -1096172 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1096186.375000 Penalty: 904.773315
	Iteration 29Q: 3 clusters Score -1096186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1096206.875000 Penalty: 904.773315
	Iteration 30Q: 3 clusters Score -1096207 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1096219.375000 Penalty: 904.773315
	Iteration 31Q: 3 clusters Score -1096219 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1096232.125000 Penalty: 904.773315
	Iteration 32Q: 3 clusters Score -1096232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1096242.500000 Penalty: 904.773315
	Iteration 33Q: 3 clusters Score -1096242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1096247.375000 Penalty: 904.773315
	Iteration 34Q: 3 clusters Score -1096247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1096256.625000 Penalty: 904.773315
	Iteration 35Q: 3 clusters Score -1096257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1096259.500000 Penalty: 904.773315
	Iteration 36Q: 3 clusters Score -1096260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1096267.625000 Penalty: 904.773315
	Iteration 37Q: 3 clusters Score -1096268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1096275.125000 Penalty: 904.773315
	Iteration 38Q: 3 clusters Score -1096275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1096278.125000 Penalty: 904.773315
	Iteration 39Q: 3 clusters Score -1096278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1096281.250000 Penalty: 904.773315
	Iteration 40F: 3 clusters Score -1096281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1096288.500000 Penalty: 904.773315
	Iteration 41Q: 3 clusters Score -1096288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1096291.750000 Penalty: 904.773315
	Iteration 42Q: 3 clusters Score -1096292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1096297.000000 Penalty: 904.773315
	Iteration 43Q: 3 clusters Score -1096297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1096297.750000 Penalty: 904.773315
	Iteration 44Q: 3 clusters Score -1096298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1096300.375000 Penalty: 904.773315
	Iteration 45Q: 3 clusters Score -1096300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1096300.875000 Penalty: 904.773315
	Iteration 46Q: 3 clusters Score -1096301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1096303.875000 Penalty: 904.773315
	Iteration 47Q: 3 clusters Score -1096304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1096308.375000 Penalty: 904.773315
	Iteration 48Q: 3 clusters Score -1096308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1096309.375000 Penalty: 904.773315
	Iteration 49Q: 3 clusters Score -1096309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1096309.375000 Penalty: 904.773315
	Iteration 50Q: 3 clusters Score -1096309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1096308.875000 Penalty: 904.773315
	Iteration 51Q: 3 clusters Score -1096309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1096309.375000 Penalty: 904.773315
	Iteration 52Q: 3 clusters Score -1096309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1096309.625000 Penalty: 904.773315
	Iteration 53Q: 3 clusters Score -1096310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1096311.875000 Penalty: 904.773315
	Iteration 54Q: 3 clusters Score -1096312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1096313.375000 Penalty: 904.773315
	Iteration 55Q: 3 clusters Score -1096313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1096314.625000 Penalty: 904.773315
	Iteration 56Q: 3 clusters Score -1096315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1096314.875000 Penalty: 904.773315
	Iteration 57Q: 3 clusters Score -1096315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1096317.125000 Penalty: 904.773315
	Iteration 58Q: 3 clusters Score -1096317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1096317.375000 Penalty: 904.773315
	Iteration 59Q: 3 clusters Score -1096317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1096319.500000 Penalty: 904.773315
	Iteration 60F: 3 clusters Score -1096320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1096325.625000 Penalty: 904.773315
	Iteration 61Q: 3 clusters Score -1096326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1096327.625000 Penalty: 904.773315
	Iteration 62Q: 3 clusters Score -1096328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1096330.750000 Penalty: 904.773315
	Iteration 63Q: 3 clusters Score -1096331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1096334.250000 Penalty: 904.773315
	Iteration 64Q: 3 clusters Score -1096334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1096335.500000 Penalty: 904.773315
	Iteration 65Q: 3 clusters Score -1096336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1096334.750000 Penalty: 904.773315
	Iteration 66Q: 3 clusters Score -1096335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1096336.750000 Penalty: 904.773315
	Iteration 67Q: 3 clusters Score -1096337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1096337.000000 Penalty: 904.773315
	Iteration 68Q: 3 clusters Score -1096337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1096339.500000 Penalty: 904.773315
	Iteration 69Q: 3 clusters Score -1096340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1096340.875000 Penalty: 904.773315
	Iteration 70Q: 3 clusters Score -1096341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1096344.125000 Penalty: 904.773315
	Iteration 71Q: 3 clusters Score -1096344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1096346.000000 Penalty: 904.773315
	Iteration 72Q: 3 clusters Score -1096346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1096344.625000 Penalty: 904.773315
	Iteration 73Q: 3 clusters Score -1096345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1096347.875000 Penalty: 904.773315
	Iteration 74Q: 3 clusters Score -1096348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1096348.250000 Penalty: 904.773315
	Iteration 75Q: 3 clusters Score -1096348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1096348.000000 Penalty: 904.773315
	Iteration 76Q: 3 clusters Score -1096348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1096348.875000 Penalty: 904.773315
	Iteration 77Q: 3 clusters Score -1096349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1096349.375000 Penalty: 904.773315
	Iteration 78Q: 3 clusters Score -1096349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1096352.375000 Penalty: 904.773315
	Iteration 79Q: 3 clusters Score -1096352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1096353.750000 Penalty: 904.773315
	Iteration 80F: 3 clusters Score -1096354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1096355.250000 Penalty: 904.773315
	Iteration 81Q: 3 clusters Score -1096355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1096359.125000 Penalty: 904.773315
	Iteration 82Q: 3 clusters Score -1096359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1096362.875000 Penalty: 904.773315
	Iteration 83Q: 3 clusters Score -1096363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1096365.000000 Penalty: 904.773315
	Iteration 84Q: 3 clusters Score -1096365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1096368.000000 Penalty: 904.773315
	Iteration 85Q: 3 clusters Score -1096368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1096369.000000 Penalty: 904.773315
	Iteration 86Q: 3 clusters Score -1096369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1096377.250000 Penalty: 904.773315
	Iteration 87Q: 3 clusters Score -1096377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1096378.375000 Penalty: 904.773315
	Iteration 88Q: 3 clusters Score -1096378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1096380.875000 Penalty: 904.773315
	Iteration 89Q: 3 clusters Score -1096381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1096380.625000 Penalty: 904.773315
	Iteration 90Q: 3 clusters Score -1096381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1096384.375000 Penalty: 904.773315
	Iteration 91Q: 3 clusters Score -1096384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1096384.125000 Penalty: 904.773315
	Iteration 92Q: 3 clusters Score -1096384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1096383.000000 Penalty: 904.773315
	Iteration 93Q: 3 clusters Score -1096383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1096384.375000 Penalty: 904.773315
	Iteration 94Q: 3 clusters Score -1096384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1096384.750000 Penalty: 904.773315
	Iteration 95Q: 3 clusters Score -1096385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1096385.875000 Penalty: 904.773315
	Iteration 96Q: 3 clusters Score -1096386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1096386.750000 Penalty: 904.773315
	Iteration 97Q: 3 clusters Score -1096387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1096387.250000 Penalty: 904.773315
	Iteration 98Q: 3 clusters Score -1096387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1096388.250000 Penalty: 904.773315
	Iteration 99Q: 3 clusters Score -1096388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1096390.625000 Penalty: 904.773315
	Iteration 100F: 3 clusters Score -1096391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1096392.125000 Penalty: 904.773315
	Iteration 101Q: 3 clusters Score -1096392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1096393.500000 Penalty: 904.773315
	Iteration 102Q: 3 clusters Score -1096394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1096395.250000 Penalty: 904.773315
	Iteration 103Q: 3 clusters Score -1096395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1096394.875000 Penalty: 904.773315
	Iteration 104Q: 3 clusters Score -1096395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1096398.375000 Penalty: 904.773315
	Iteration 105Q: 3 clusters Score -1096398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1096399.125000 Penalty: 904.773315
	Iteration 106Q: 3 clusters Score -1096399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1096403.125000 Penalty: 904.773315
	Iteration 107Q: 3 clusters Score -1096403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1096402.375000 Penalty: 904.773315
	Iteration 108Q: 3 clusters Score -1096402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1096401.875000 Penalty: 904.773315
	Iteration 109Q: 3 clusters Score -1096402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1096402.125000 Penalty: 904.773315
	Iteration 110Q: 3 clusters Score -1096402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1096402.875000 Penalty: 904.773315
	Iteration 111Q: 3 clusters Score -1096403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1096406.000000 Penalty: 904.773315
	Iteration 112Q: 3 clusters Score -1096406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1096408.750000 Penalty: 904.773315
	Iteration 113Q: 3 clusters Score -1096409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1096413.125000 Penalty: 904.773315
	Iteration 114Q: 3 clusters Score -1096413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1096411.500000 Penalty: 904.773315
	Iteration 115Q: 3 clusters Score -1096412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1096414.000000 Penalty: 904.773315
	Iteration 116Q: 3 clusters Score -1096414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1096416.000000 Penalty: 904.773315
	Iteration 117Q: 3 clusters Score -1096416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1096416.375000 Penalty: 904.773315
	Iteration 118Q: 3 clusters Score -1096416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1096415.875000 Penalty: 904.773315
	Iteration 119Q: 3 clusters Score -1096416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1096416.125000 Penalty: 904.773315
	Iteration 120F: 3 clusters Score -1096416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1096416.625000 Penalty: 904.773315
	Iteration 121Q: 3 clusters Score -1096417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1096416.250000 Penalty: 904.773315
	Iteration 122Q: 3 clusters Score -1096416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1096417.875000 Penalty: 904.773315
	Iteration 123Q: 3 clusters Score -1096418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1096420.250000 Penalty: 904.773315
	Iteration 124Q: 3 clusters Score -1096420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1096418.625000 Penalty: 904.773315
	Iteration 125Q: 3 clusters Score -1096419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1096418.625000 Penalty: 904.773315
	Iteration 126F: 3 clusters Score -1096419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7326.142090 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7326.142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7109.289062 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7109.289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7157.170410 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7157.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7183.353027 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7183.353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7193.508789 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7193.509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7198.465332 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7198.465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7201.130371 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -7201.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7202.162598 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -7202.163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7202.162598 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -7202.163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -38734.023438 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -38734.02 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 408 members 
Entering Unmasked Estep 
Score: -38034.390625 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -38034.39 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -38257.539062 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -38257.54 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38335.019531 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -38335.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -38408.648438 Penalty: 611.540039
	Iteration 3F: 3 clusters Score -38408.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38449.230469 Penalty: 611.540039
	Iteration 4Q: 3 clusters Score -38449.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38492.824219 Penalty: 611.540039
	Iteration 5F: 3 clusters Score -38492.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38521.000000 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -38521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38538.730469 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -38538.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38555.144531 Penalty: 611.540039
	Iteration 8Q: 3 clusters Score -38555.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38575.574219 Penalty: 611.540039
	Iteration 9Q: 3 clusters Score -38575.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38589.007812 Penalty: 611.540039
	Iteration 10Q: 3 clusters Score -38589.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38597.937500 Penalty: 611.540039
	Iteration 11Q: 3 clusters Score -38597.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38605.699219 Penalty: 611.540039
	Iteration 12Q: 3 clusters Score -38605.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38614.078125 Penalty: 611.540039
	Iteration 13Q: 3 clusters Score -38614.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38625.847656 Penalty: 611.540039
	Iteration 14Q: 3 clusters Score -38625.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38633.023438 Penalty: 611.540039
	Iteration 15Q: 3 clusters Score -38633.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38641.332031 Penalty: 611.540039
	Iteration 16Q: 3 clusters Score -38641.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38653.218750 Penalty: 611.540039
	Iteration 17Q: 3 clusters Score -38653.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38661.921875 Penalty: 611.540039
	Iteration 18Q: 3 clusters Score -38661.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38665.789062 Penalty: 611.540039
	Iteration 19Q: 3 clusters Score -38665.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38669.308594 Penalty: 611.540039
	Iteration 20F: 3 clusters Score -38669.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38671.761719 Penalty: 611.540039
	Iteration 21Q: 3 clusters Score -38671.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38674.167969 Penalty: 611.540039
	Iteration 22Q: 3 clusters Score -38674.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38674.796875 Penalty: 611.540039
	Iteration 23Q: 3 clusters Score -38674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38674.941406 Penalty: 611.540039
	Iteration 24Q: 3 clusters Score -38674.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38674.941406 Penalty: 611.540039
	Iteration 25F: 3 clusters Score -38674.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -18837.130859 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -18837.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18449.623047 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -18449.62 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18647.693359 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -18647.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18697.738281 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -18697.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18711.419922 Penalty: 550.953979
	Iteration 3Q: 3 clusters Score -18711.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18727.330078 Penalty: 550.953979
	Iteration 4Q: 3 clusters Score -18727.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18733.972656 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -18733.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18751.515625 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -18751.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18764.404297 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -18764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18783.058594 Penalty: 550.953979
	Iteration 8Q: 3 clusters Score -18783.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18790.748047 Penalty: 550.953979
	Iteration 9Q: 3 clusters Score -18790.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18794.451172 Penalty: 550.953979
	Iteration 10Q: 3 clusters Score -18794.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18795.677734 Penalty: 550.953979
	Iteration 11Q: 3 clusters Score -18795.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18796.320312 Penalty: 550.953979
	Iteration 12Q: 3 clusters Score -18796.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18797.189453 Penalty: 550.953979
	Iteration 13Q: 3 clusters Score -18797.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18797.189453 Penalty: 550.953979
	Iteration 14F: 3 clusters Score -18797.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -14590.857422 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14590.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14239.391602 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14239.39 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14315.043945 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14315.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14337.333008 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -14337.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14369.971680 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -14369.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14383.076172 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -14383.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14394.789062 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -14394.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14396.241211 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14396.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14396.241211 Penalty: 509.792816
	Iteration 7F: 3 clusters Score -14396.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -13035.868164 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -13035.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12686.401367 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -12686.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12777.337891 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -12777.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12814.247070 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -12814.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12859.692383 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -12859.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12904.151367 Penalty: 511.456482
	Iteration 4F: 3 clusters Score -12904.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12959.684570 Penalty: 511.456482
	Iteration 5F: 3 clusters Score -12959.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13021.968750 Penalty: 511.456482
	Iteration 6F: 3 clusters Score -13021.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13057.153320 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -13057.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13059.948242 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -13059.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13061.058594 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -13061.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13061.058594 Penalty: 511.456482
	Iteration 10F: 3 clusters Score -13061.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99723 members 
Mstep: Class 3 contains 42074 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 216989 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 57739 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89394 members 
Mstep: Class 19 contains 88422 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88373 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 47091 members 
Mstep: Class 25 contains 18832 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70981 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 3274 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 62973 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 82252 members 
Mstep: Class 40 contains 143133 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 76573 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8409 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4376 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190174 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66437 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36801 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10755 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15149 members 
Mstep: Class 65 contains 224266 members 
Mstep: Class 66 contains 20797 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 170 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 16800 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90673808.000000 Penalty: 50770.378906
Splitting cluster 72 changes total score from -90674440.000000 to -90673808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10613.251953 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10613.25 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 97 members 
Entering Unmasked Estep 
Score: -10322.740234 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10322.74 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10407.189453 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10407.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10428.625977 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10428.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10443.556641 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -10443.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10452.959961 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10452.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10458.932617 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10458.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10464.250000 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10464.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10467.381836 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -10467.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10470.574219 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -10470.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10470.967773 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -10470.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10470.967773 Penalty: 485.277405
	Iteration 10F: 3 clusters Score -10470.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (6653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Entering Unmasked Estep 
Score: -333589.312500 Penalty: 400.528442
	Iteration 0F: 2 clusters Score -333589.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -329158.031250 Penalty: 801.056885
	Iteration 0F: 3 clusters Score -329158 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -330957.812500 Penalty: 801.056885
	Iteration 1F: 3 clusters Score -330957.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -331394.281250 Penalty: 801.056885
	Iteration 2F: 3 clusters Score -331394.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -331827.156250 Penalty: 801.056885
	Iteration 3F: 3 clusters Score -331827.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -332190.187500 Penalty: 801.056885
	Iteration 4F: 3 clusters Score -332190.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -332508.781250 Penalty: 801.056885
	Iteration 5F: 3 clusters Score -332508.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -332770.687500 Penalty: 801.056885
	Iteration 6Q: 3 clusters Score -332770.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -332949.968750 Penalty: 801.056885
	Iteration 7Q: 3 clusters Score -332950 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -333064.218750 Penalty: 801.056885
	Iteration 8Q: 3 clusters Score -333064.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -333116.812500 Penalty: 801.056885
	Iteration 9Q: 3 clusters Score -333116.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -333157.250000 Penalty: 801.056885
	Iteration 10Q: 3 clusters Score -333157.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -333183.031250 Penalty: 801.056885
	Iteration 11Q: 3 clusters Score -333183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -333206.156250 Penalty: 801.056885
	Iteration 12Q: 3 clusters Score -333206.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -333230.656250 Penalty: 801.056885
	Iteration 13Q: 3 clusters Score -333230.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -333246.875000 Penalty: 801.056885
	Iteration 14Q: 3 clusters Score -333246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -333258.500000 Penalty: 801.056885
	Iteration 15Q: 3 clusters Score -333258.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -333270.781250 Penalty: 801.056885
	Iteration 16Q: 3 clusters Score -333270.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -333280.156250 Penalty: 801.056885
	Iteration 17Q: 3 clusters Score -333280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -333288.218750 Penalty: 801.056885
	Iteration 18Q: 3 clusters Score -333288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -333288.687500 Penalty: 801.056885
	Iteration 19Q: 3 clusters Score -333288.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -333290.593750 Penalty: 801.056885
	Iteration 20F: 3 clusters Score -333290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -333294.312500 Penalty: 801.056885
	Iteration 21Q: 3 clusters Score -333294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -333297.843750 Penalty: 801.056885
	Iteration 22Q: 3 clusters Score -333297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -333300.968750 Penalty: 801.056885
	Iteration 23Q: 3 clusters Score -333301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -333306.218750 Penalty: 801.056885
	Iteration 24Q: 3 clusters Score -333306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -333310.468750 Penalty: 801.056885
	Iteration 25Q: 3 clusters Score -333310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -333309.593750 Penalty: 801.056885
	Iteration 26Q: 3 clusters Score -333309.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -333309.593750 Penalty: 801.056885
	Iteration 27F: 3 clusters Score -333309.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (16800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Entering Unmasked Estep 
Score: -851657.687500 Penalty: 442.675629
	Iteration 0F: 2 clusters Score -851657.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -840553.687500 Penalty: 885.351257
	Iteration 0F: 3 clusters Score -840553.7 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -845305.000000 Penalty: 885.351257
	Iteration 1F: 3 clusters Score -845305 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -845895.625000 Penalty: 885.351257
	Iteration 2F: 3 clusters Score -845895.6 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -846972.812500 Penalty: 885.351257
	Iteration 3F: 3 clusters Score -846972.8 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -848511.437500 Penalty: 885.351257
	Iteration 4F: 3 clusters Score -848511.4 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -850048.562500 Penalty: 885.351257
	Iteration 5F: 3 clusters Score -850048.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -850898.562500 Penalty: 885.351257
	Iteration 6Q: 3 clusters Score -850898.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -851151.000000 Penalty: 885.351257
	Iteration 7Q: 3 clusters Score -851151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -851204.375000 Penalty: 885.351257
	Iteration 8Q: 3 clusters Score -851204.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -851226.937500 Penalty: 885.351257
	Iteration 9Q: 3 clusters Score -851226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -851240.000000 Penalty: 885.351257
	Iteration 10Q: 3 clusters Score -851240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -851249.562500 Penalty: 885.351257
	Iteration 11Q: 3 clusters Score -851249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -851251.562500 Penalty: 885.351257
	Iteration 12Q: 3 clusters Score -851251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -851257.187500 Penalty: 885.351257
	Iteration 13Q: 3 clusters Score -851257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -851257.187500 Penalty: 885.351257
	Iteration 14F: 3 clusters Score -851257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -16026.592773 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -16026.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15658.559570 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -15658.56 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15793.708008 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -15793.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15858.090820 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -15858.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15895.204102 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -15895.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15921.381836 Penalty: 526.607666
	Iteration 4F: 3 clusters Score -15921.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15940.901367 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -15940.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15962.907227 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -15962.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15971.588867 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -15971.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15981.501953 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -15981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15984.888672 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -15984.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15986.747070 Penalty: 526.607666
	Iteration 10F: 3 clusters Score -15986.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15989.634766 Penalty: 526.607666
	Iteration 11Q: 3 clusters Score -15989.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15990.428711 Penalty: 526.607666
	Iteration 12Q: 3 clusters Score -15990.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15990.428711 Penalty: 526.607666
	Iteration 13F: 3 clusters Score -15990.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -9761.485352 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -9761.485 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 88 members 
Entering Unmasked Estep 
Score: -9472.540039 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -9472.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9525.510742 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -9525.511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9547.554688 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -9547.555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9562.271484 Penalty: 473.063202
	Iteration 3F: 3 clusters Score -9562.271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9572.300781 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -9572.301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9584.560547 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -9584.561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9587.126953 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -9587.127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9587.126953 Penalty: 473.063202
	Iteration 7F: 3 clusters Score -9587.127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99723 members 
Mstep: Class 3 contains 42074 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 216989 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 57739 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89394 members 
Mstep: Class 19 contains 88422 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88373 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 47091 members 
Mstep: Class 25 contains 18832 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 70981 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 3274 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 62973 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 82252 members 
Mstep: Class 40 contains 143133 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 76573 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8409 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4376 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190174 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66437 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 36801 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10755 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15149 members 
Mstep: Class 65 contains 224266 members 
Mstep: Class 66 contains 20797 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 16800 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90675424.000000 Penalty: 50111.023438
Iteration 359Q: 77 clusters Score -9.067542e+07 nChanged 14877
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99735 members 
Mstep: Class 3 contains 41782 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1859 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 216969 members 
Mstep: Class 8 contains 53327 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6740 members 
Mstep: Class 12 contains 57757 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 5530 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 1909 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89823 members 
Mstep: Class 19 contains 88455 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88410 members 
Mstep: Class 22 contains 1012 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 47969 members 
Mstep: Class 25 contains 18829 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 71078 members 
Mstep: Class 29 contains 22548 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2352 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 3270 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 62846 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 84718 members 
Mstep: Class 40 contains 141643 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 76809 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8347 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4363 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190253 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 66037 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 37250 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11037 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15158 members 
Mstep: Class 65 contains 222377 members 
Mstep: Class 66 contains 21710 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 15830 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682856.000000 Penalty: 50111.023438
Iteration 360F: 77 clusters Score -9.068286e+07 nChanged 23125
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99638 members 
Mstep: Class 3 contains 41468 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 216960 members 
Mstep: Class 8 contains 52793 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 57763 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 5526 members 
Mstep: Class 15 contains 6322 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 90264 members 
Mstep: Class 19 contains 88351 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88465 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 51154 members 
Mstep: Class 25 contains 18821 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 71213 members 
Mstep: Class 29 contains 22546 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2353 members 
Mstep: Class 32 contains 2413 members 
Mstep: Class 33 contains 3271 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 59804 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 87214 members 
Mstep: Class 40 contains 137966 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 77284 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8291 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4348 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190142 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 62665 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 37710 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11306 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15164 members 
Mstep: Class 65 contains 226381 members 
Mstep: Class 66 contains 22670 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 14928 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90676624.000000 Penalty: 50111.023438
Iteration 361Q: 77 clusters Score -9.067662e+07 nChanged 23412
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99557 members 
Mstep: Class 3 contains 41087 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 216947 members 
Mstep: Class 8 contains 52285 members 
Mstep: Class 9 contains 36962 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6684 members 
Mstep: Class 12 contains 57770 members 
Mstep: Class 13 contains 529 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 6407 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 90740 members 
Mstep: Class 19 contains 88259 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88510 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 54422 members 
Mstep: Class 25 contains 18818 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 71356 members 
Mstep: Class 29 contains 22968 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2354 members 
Mstep: Class 32 contains 2392 members 
Mstep: Class 33 contains 3262 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 56738 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 89837 members 
Mstep: Class 40 contains 134247 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 77897 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8181 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4293 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190198 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 59854 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 38405 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11679 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15166 members 
Mstep: Class 65 contains 228446 members 
Mstep: Class 66 contains 23708 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 14068 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90672680.000000 Penalty: 50111.023438
Iteration 362Q: 77 clusters Score -9.067268e+07 nChanged 22163
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99515 members 
Mstep: Class 3 contains 40646 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 7 contains 216951 members 
Mstep: Class 8 contains 51750 members 
Mstep: Class 9 contains 36953 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6682 members 
Mstep: Class 12 contains 57743 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 5528 members 
Mstep: Class 15 contains 6489 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 91225 members 
Mstep: Class 19 contains 88184 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88550 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 57659 members 
Mstep: Class 25 contains 18813 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 71558 members 
Mstep: Class 29 contains 23574 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2354 members 
Mstep: Class 32 contains 2388 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 54196 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 92444 members 
Mstep: Class 40 contains 130658 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 78626 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8071 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4274 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 190092 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 57378 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 39212 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12124 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15166 members 
Mstep: Class 65 contains 229217 members 
Mstep: Class 66 contains 24607 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 13280 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90670872.000000 Penalty: 50111.023438
Iteration 363Q: 77 clusters Score -9.067087e+07 nChanged 20882
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99543 members 
Mstep: Class 3 contains 40157 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 216937 members 
Mstep: Class 8 contains 51261 members 
Mstep: Class 9 contains 36945 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6686 members 
Mstep: Class 12 contains 57721 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 5523 members 
Mstep: Class 15 contains 6579 members 
Mstep: Class 16 contains 1306 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 91700 members 
Mstep: Class 19 contains 88117 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 88607 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 60843 members 
Mstep: Class 25 contains 18816 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 71803 members 
Mstep: Class 29 contains 24238 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2360 members 
Mstep: Class 32 contains 2398 members 
Mstep: Class 33 contains 3236 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 52154 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 94960 members 
Mstep: Class 40 contains 127248 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 79440 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7947 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4233 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 189988 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 55274 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 40110 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12554 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15168 members 
Mstep: Class 65 contains 228794 members 
Mstep: Class 66 contains 25430 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 12529 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90669992.000000 Penalty: 50111.023438
Iteration 364Q: 77 clusters Score -9.066999e+07 nChanged 19665
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99616 members 
Mstep: Class 3 contains 39610 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 216920 members 
Mstep: Class 8 contains 50770 members 
Mstep: Class 9 contains 36946 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6681 members 
Mstep: Class 12 contains 57700 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 5532 members 
Mstep: Class 15 contains 6672 members 
Mstep: Class 16 contains 1195 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 92233 members 
Mstep: Class 19 contains 88100 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 88649 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 63989 members 
Mstep: Class 25 contains 18819 members 
Mstep: Class 26 contains 7191 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 72060 members 
Mstep: Class 29 contains 24872 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2362 members 
Mstep: Class 32 contains 2402 members 
Mstep: Class 33 contains 3225 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 50625 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 97206 members 
Mstep: Class 40 contains 124094 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 80359 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7847 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4202 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 189751 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 53437 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 41100 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 13017 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15171 members 
Mstep: Class 65 contains 227606 members 
Mstep: Class 66 contains 26039 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 11811 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90669240.000000 Penalty: 50111.023438
Iteration 365Q: 77 clusters Score -9.066924e+07 nChanged 18717
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99709 members 
Mstep: Class 3 contains 39000 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 216904 members 
Mstep: Class 8 contains 50295 members 
Mstep: Class 9 contains 36949 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6677 members 
Mstep: Class 12 contains 57688 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 5538 members 
Mstep: Class 15 contains 6751 members 
Mstep: Class 16 contains 1080 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 92858 members 
Mstep: Class 19 contains 88064 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 88682 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2716 members 
Mstep: Class 24 contains 67013 members 
Mstep: Class 25 contains 18821 members 
Mstep: Class 26 contains 7192 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 72368 members 
Mstep: Class 29 contains 25535 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2364 members 
Mstep: Class 32 contains 2411 members 
Mstep: Class 33 contains 3210 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 49379 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 99299 members 
Mstep: Class 40 contains 121309 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 81350 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7747 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4192 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 189523 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 51761 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 42137 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 13486 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15172 members 
Mstep: Class 65 contains 225766 members 
Mstep: Class 66 contains 26421 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 11174 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90669856.000000 Penalty: 50111.023438
Iteration 366Q: 77 clusters Score -9.066986e+07 nChanged 18295
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99822 members 
Mstep: Class 3 contains 38342 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 216864 members 
Mstep: Class 8 contains 49837 members 
Mstep: Class 9 contains 36950 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 57663 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 6857 members 
Mstep: Class 16 contains 971 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 93469 members 
Mstep: Class 19 contains 88033 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 88718 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 70169 members 
Mstep: Class 25 contains 18826 members 
Mstep: Class 26 contains 7194 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 72691 members 
Mstep: Class 29 contains 26226 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2368 members 
Mstep: Class 32 contains 2406 members 
Mstep: Class 33 contains 3178 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 48271 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 101061 members 
Mstep: Class 40 contains 118902 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 82437 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7638 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4165 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 189199 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 50279 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 43302 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 13953 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15168 members 
Mstep: Class 65 contains 223377 members 
Mstep: Class 66 contains 26665 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 10611 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90670696.000000 Penalty: 50111.023438
Iteration 367Q: 77 clusters Score -9.06707e+07 nChanged 17958
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99979 members 
Mstep: Class 3 contains 37611 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 216846 members 
Mstep: Class 8 contains 49407 members 
Mstep: Class 9 contains 36946 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6668 members 
Mstep: Class 12 contains 57623 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 876 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 94113 members 
Mstep: Class 19 contains 88042 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 88758 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 2708 members 
Mstep: Class 24 contains 73389 members 
Mstep: Class 25 contains 18840 members 
Mstep: Class 26 contains 7198 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 73037 members 
Mstep: Class 29 contains 26997 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 3165 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 47320 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 102447 members 
Mstep: Class 40 contains 116815 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 83678 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7513 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4138 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 188758 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 48822 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 44601 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 14397 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15162 members 
Mstep: Class 65 contains 220540 members 
Mstep: Class 66 contains 26764 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 10102 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90671864.000000 Penalty: 50111.023438
Iteration 368Q: 77 clusters Score -9.067186e+07 nChanged 17808
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100162 members 
Mstep: Class 3 contains 36836 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1815 members 
Mstep: Class 6 contains 1903 members 
Mstep: Class 7 contains 216797 members 
Mstep: Class 8 contains 48966 members 
Mstep: Class 9 contains 36948 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 57611 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 5544 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 94669 members 
Mstep: Class 19 contains 88080 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 88823 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 2699 members 
Mstep: Class 24 contains 76634 members 
Mstep: Class 25 contains 18854 members 
Mstep: Class 26 contains 7198 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 73419 members 
Mstep: Class 29 contains 27790 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2376 members 
Mstep: Class 32 contains 2448 members 
Mstep: Class 33 contains 3155 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 46473 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 103520 members 
Mstep: Class 40 contains 115191 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 85035 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7385 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4088 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 188177 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 47405 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 46007 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 14883 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15163 members 
Mstep: Class 65 contains 217395 members 
Mstep: Class 66 contains 26677 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 9683 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90673456.000000 Penalty: 50111.023438
Iteration 369Q: 77 clusters Score -9.067346e+07 nChanged 17903
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100404 members 
Mstep: Class 3 contains 36065 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 216772 members 
Mstep: Class 8 contains 48599 members 
Mstep: Class 9 contains 36952 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 57571 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 5549 members 
Mstep: Class 15 contains 7091 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 95200 members 
Mstep: Class 19 contains 88127 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 88879 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 80093 members 
Mstep: Class 25 contains 18863 members 
Mstep: Class 26 contains 7198 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 73813 members 
Mstep: Class 29 contains 28602 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2380 members 
Mstep: Class 32 contains 2478 members 
Mstep: Class 33 contains 3148 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 45692 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 104188 members 
Mstep: Class 40 contains 113848 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 86497 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7268 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4060 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 187384 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 46082 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 47614 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 15373 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15164 members 
Mstep: Class 65 contains 213748 members 
Mstep: Class 66 contains 26521 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 9323 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 579.057373 but Gain 659.355469
Score: -90676000.000000 Penalty: 49451.667969
Iteration 370Q: 76 clusters Score -9.0676e+07 nChanged 18613
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100629 members 
Mstep: Class 3 contains 35266 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 216795 members 
Mstep: Class 8 contains 48245 members 
Mstep: Class 9 contains 36954 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 57563 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 5547 members 
Mstep: Class 15 contains 7124 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 96244 members 
Mstep: Class 19 contains 88190 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 88943 members 
Mstep: Class 22 contains 983 members 
Mstep: Class 23 contains 2690 members 
Mstep: Class 24 contains 83744 members 
Mstep: Class 25 contains 18878 members 
Mstep: Class 26 contains 7198 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 74187 members 
Mstep: Class 29 contains 29523 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2381 members 
Mstep: Class 32 contains 2504 members 
Mstep: Class 33 contains 3139 members 
Mstep: Class 34 contains 1786 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 44927 members 
Mstep: Class 38 contains 1411 members 
Mstep: Class 39 contains 104508 members 
Mstep: Class 40 contains 112771 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 88104 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7178 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4028 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 186431 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 44851 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 49319 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 15761 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15179 members 
Mstep: Class 65 contains 209864 members 
Mstep: Class 66 contains 26231 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 9040 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90678904.000000 Penalty: 49451.667969
Iteration 371Q: 76 clusters Score -9.06789e+07 nChanged 17217
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100854 members 
Mstep: Class 3 contains 34275 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1791 members 
Mstep: Class 6 contains 1932 members 
Mstep: Class 7 contains 216821 members 
Mstep: Class 8 contains 47905 members 
Mstep: Class 9 contains 36953 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 57533 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 5569 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 96824 members 
Mstep: Class 19 contains 88218 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 89014 members 
Mstep: Class 22 contains 982 members 
Mstep: Class 23 contains 2684 members 
Mstep: Class 24 contains 86490 members 
Mstep: Class 25 contains 18891 members 
Mstep: Class 26 contains 7198 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 74573 members 
Mstep: Class 29 contains 30594 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2377 members 
Mstep: Class 32 contains 2564 members 
Mstep: Class 33 contains 3143 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 44134 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 104524 members 
Mstep: Class 40 contains 111899 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 89780 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7088 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 4001 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 185479 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 43771 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 51083 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 16071 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15198 members 
Mstep: Class 65 contains 206844 members 
Mstep: Class 66 contains 25632 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6652 members 
Mstep: Class 75 contains 8819 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681256.000000 Penalty: 49451.667969
Iteration 372Q: 76 clusters Score -9.068126e+07 nChanged 16005
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101031 members 
Mstep: Class 3 contains 33218 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1787 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 216844 members 
Mstep: Class 8 contains 47575 members 
Mstep: Class 9 contains 36958 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 57494 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 7170 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 97375 members 
Mstep: Class 19 contains 88254 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 89097 members 
Mstep: Class 22 contains 982 members 
Mstep: Class 23 contains 2678 members 
Mstep: Class 24 contains 88048 members 
Mstep: Class 25 contains 18900 members 
Mstep: Class 26 contains 7198 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 74981 members 
Mstep: Class 29 contains 31767 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2369 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 3139 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 43233 members 
Mstep: Class 38 contains 1411 members 
Mstep: Class 39 contains 104295 members 
Mstep: Class 40 contains 111152 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 91636 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7012 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3972 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 184755 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 42855 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 52868 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 16277 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15219 members 
Mstep: Class 65 contains 204818 members 
Mstep: Class 66 contains 24899 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8662 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682664.000000 Penalty: 49451.667969
Iteration 373Q: 76 clusters Score -9.068266e+07 nChanged 15230
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101120 members 
Mstep: Class 3 contains 32109 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1780 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 216889 members 
Mstep: Class 8 contains 47219 members 
Mstep: Class 9 contains 36959 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6580 members 
Mstep: Class 12 contains 57458 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 15 contains 7180 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 97843 members 
Mstep: Class 19 contains 88293 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 89188 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 88927 members 
Mstep: Class 25 contains 18910 members 
Mstep: Class 26 contains 7198 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 75454 members 
Mstep: Class 29 contains 32922 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2354 members 
Mstep: Class 32 contains 2697 members 
Mstep: Class 33 contains 3123 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 42304 members 
Mstep: Class 38 contains 1411 members 
Mstep: Class 39 contains 103904 members 
Mstep: Class 40 contains 110437 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 93721 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6933 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3916 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 184239 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 42019 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 54885 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 16451 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15245 members 
Mstep: Class 65 contains 203199 members 
Mstep: Class 66 contains 24086 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8545 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684872.000000 Penalty: 49451.667969
Iteration 374Q: 76 clusters Score -9.068487e+07 nChanged 14520
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101161 members 
Mstep: Class 3 contains 31025 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1780 members 
Mstep: Class 6 contains 1932 members 
Mstep: Class 7 contains 216909 members 
Mstep: Class 8 contains 46878 members 
Mstep: Class 9 contains 36961 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 57413 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 5597 members 
Mstep: Class 15 contains 7238 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 98234 members 
Mstep: Class 19 contains 88342 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 89288 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 2668 members 
Mstep: Class 24 contains 89358 members 
Mstep: Class 25 contains 18917 members 
Mstep: Class 26 contains 7199 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 75923 members 
Mstep: Class 29 contains 33918 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2348 members 
Mstep: Class 32 contains 2745 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 41346 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 103237 members 
Mstep: Class 40 contains 109897 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 95922 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6882 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3871 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 183951 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 41280 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 56969 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 16578 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15269 members 
Mstep: Class 65 contains 201768 members 
Mstep: Class 66 contains 23350 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8449 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90686432.000000 Penalty: 49451.667969
Iteration 375Q: 76 clusters Score -9.068643e+07 nChanged 13985
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101163 members 
Mstep: Class 3 contains 30017 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 216907 members 
Mstep: Class 8 contains 46503 members 
Mstep: Class 9 contains 36969 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6563 members 
Mstep: Class 12 contains 57363 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 7341 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 98604 members 
Mstep: Class 19 contains 88355 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 89378 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 89478 members 
Mstep: Class 25 contains 18916 members 
Mstep: Class 26 contains 7200 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 76450 members 
Mstep: Class 29 contains 34749 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2344 members 
Mstep: Class 32 contains 2786 members 
Mstep: Class 33 contains 3095 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 40440 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 102422 members 
Mstep: Class 40 contains 109490 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 98152 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6827 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3813 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 183792 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 40672 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 59095 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 16621 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15297 members 
Mstep: Class 65 contains 200411 members 
Mstep: Class 66 contains 22701 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8377 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90687200.000000 Penalty: 49451.667969
Iteration 376Q: 76 clusters Score -9.06872e+07 nChanged 13480
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101176 members 
Mstep: Class 3 contains 29019 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1774 members 
Mstep: Class 6 contains 1933 members 
Mstep: Class 7 contains 216899 members 
Mstep: Class 8 contains 46139 members 
Mstep: Class 9 contains 36973 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 57333 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 5627 members 
Mstep: Class 15 contains 7462 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 98954 members 
Mstep: Class 19 contains 88368 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 89476 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 89470 members 
Mstep: Class 25 contains 18911 members 
Mstep: Class 26 contains 7200 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 76999 members 
Mstep: Class 29 contains 35400 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2350 members 
Mstep: Class 32 contains 2827 members 
Mstep: Class 33 contains 3073 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 39521 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 101594 members 
Mstep: Class 40 contains 109118 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 100329 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6788 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3748 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 183682 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 40164 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 61209 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 16646 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15315 members 
Mstep: Class 65 contains 199128 members 
Mstep: Class 66 contains 22153 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8313 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90687624.000000 Penalty: 49451.667969
Iteration 377Q: 76 clusters Score -9.068762e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101181 members 
Mstep: Class 3 contains 28073 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1773 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 216928 members 
Mstep: Class 8 contains 45780 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 57301 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 5639 members 
Mstep: Class 15 contains 7551 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 99274 members 
Mstep: Class 19 contains 88410 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 89566 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 89495 members 
Mstep: Class 25 contains 18908 members 
Mstep: Class 26 contains 7200 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 77539 members 
Mstep: Class 29 contains 35966 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2345 members 
Mstep: Class 32 contains 2872 members 
Mstep: Class 33 contains 3044 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 38665 members 
Mstep: Class 38 contains 1411 members 
Mstep: Class 39 contains 100703 members 
Mstep: Class 40 contains 108737 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 102433 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6741 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3705 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 183533 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 39773 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 63311 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 16623 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15331 members 
Mstep: Class 65 contains 197848 members 
Mstep: Class 66 contains 21668 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8275 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90687800.000000 Penalty: 49451.667969
Iteration 378Q: 76 clusters Score -9.06878e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101170 members 
Mstep: Class 3 contains 27206 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1771 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 216939 members 
Mstep: Class 8 contains 45366 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6543 members 
Mstep: Class 12 contains 57262 members 
Mstep: Class 13 contains 501 members 
Mstep: Class 14 contains 5649 members 
Mstep: Class 15 contains 7693 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 99484 members 
Mstep: Class 19 contains 88494 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 89650 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 2649 members 
Mstep: Class 24 contains 89614 members 
Mstep: Class 25 contains 18910 members 
Mstep: Class 26 contains 7200 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 78129 members 
Mstep: Class 29 contains 36499 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2346 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 3024 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 37819 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 99716 members 
Mstep: Class 40 contains 108470 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 104468 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6692 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3674 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 183356 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 39464 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 65359 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 16554 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15344 members 
Mstep: Class 65 contains 196558 members 
Mstep: Class 66 contains 21180 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8219 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90688160.000000 Penalty: 49451.667969
Iteration 379Q: 76 clusters Score -9.068816e+07 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101138 members 
Mstep: Class 3 contains 26376 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1771 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 216954 members 
Mstep: Class 8 contains 44896 members 
Mstep: Class 9 contains 36970 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6535 members 
Mstep: Class 12 contains 57236 members 
Mstep: Class 13 contains 501 members 
Mstep: Class 14 contains 5647 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 99635 members 
Mstep: Class 19 contains 88565 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 89731 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 89642 members 
Mstep: Class 25 contains 18916 members 
Mstep: Class 26 contains 7200 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 78747 members 
Mstep: Class 29 contains 36955 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2342 members 
Mstep: Class 32 contains 2971 members 
Mstep: Class 33 contains 3004 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4012 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 36955 members 
Mstep: Class 38 contains 1411 members 
Mstep: Class 39 contains 98739 members 
Mstep: Class 40 contains 108317 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 106420 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6673 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3630 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 183192 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 39254 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 67394 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 16468 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15361 members 
Mstep: Class 65 contains 195353 members 
Mstep: Class 66 contains 20735 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8162 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90691312.000000 Penalty: 49451.667969
Iteration 380F: 76 clusters Score -9.069131e+07 nChanged 17168
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101034 members 
Mstep: Class 3 contains 25597 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1770 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 216952 members 
Mstep: Class 8 contains 44360 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6528 members 
Mstep: Class 12 contains 57218 members 
Mstep: Class 13 contains 501 members 
Mstep: Class 14 contains 5651 members 
Mstep: Class 15 contains 8018 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 99626 members 
Mstep: Class 19 contains 88620 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 89803 members 
Mstep: Class 22 contains 990 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 93559 members 
Mstep: Class 25 contains 18918 members 
Mstep: Class 26 contains 7200 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 79377 members 
Mstep: Class 29 contains 37838 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 3079 members 
Mstep: Class 33 contains 2981 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 36153 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 97725 members 
Mstep: Class 40 contains 108267 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 108344 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6690 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3587 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 182688 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 38706 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 70225 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 16413 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15392 members 
Mstep: Class 65 contains 189333 members 
Mstep: Class 66 contains 20641 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8120 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90692536.000000 Penalty: 49451.667969
Iteration 381Q: 76 clusters Score -9.069254e+07 nChanged 18661
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101128 members 
Mstep: Class 3 contains 24840 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1767 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 216933 members 
Mstep: Class 8 contains 43703 members 
Mstep: Class 9 contains 36972 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 57186 members 
Mstep: Class 13 contains 500 members 
Mstep: Class 14 contains 5650 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 99507 members 
Mstep: Class 19 contains 88756 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 89874 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 97242 members 
Mstep: Class 25 contains 18931 members 
Mstep: Class 26 contains 7200 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 79982 members 
Mstep: Class 29 contains 39051 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 3159 members 
Mstep: Class 33 contains 2957 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 34889 members 
Mstep: Class 38 contains 1411 members 
Mstep: Class 39 contains 96921 members 
Mstep: Class 40 contains 108383 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 110254 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6696 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3515 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 182336 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 38362 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 72293 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 16241 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15404 members 
Mstep: Class 65 contains 184152 members 
Mstep: Class 66 contains 20282 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8109 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90693032.000000 Penalty: 49451.667969
Iteration 382Q: 76 clusters Score -9.069303e+07 nChanged 18966
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101251 members 
Mstep: Class 3 contains 24111 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1765 members 
Mstep: Class 6 contains 1908 members 
Mstep: Class 7 contains 216888 members 
Mstep: Class 8 contains 43059 members 
Mstep: Class 9 contains 36975 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6489 members 
Mstep: Class 12 contains 57131 members 
Mstep: Class 13 contains 497 members 
Mstep: Class 14 contains 5651 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 99298 members 
Mstep: Class 19 contains 88879 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 89941 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 101077 members 
Mstep: Class 25 contains 18949 members 
Mstep: Class 26 contains 7201 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 80585 members 
Mstep: Class 29 contains 40481 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 3245 members 
Mstep: Class 33 contains 2939 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 33358 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 96181 members 
Mstep: Class 40 contains 108523 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 112111 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6699 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3443 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 182091 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 38242 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 73590 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 15956 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15423 members 
Mstep: Class 65 contains 179584 members 
Mstep: Class 66 contains 19811 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8102 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90692792.000000 Penalty: 49451.667969
Iteration 383Q: 76 clusters Score -9.069279e+07 nChanged 19253
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101379 members 
Mstep: Class 3 contains 23465 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 216844 members 
Mstep: Class 8 contains 42331 members 
Mstep: Class 9 contains 36978 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6467 members 
Mstep: Class 12 contains 57070 members 
Mstep: Class 13 contains 497 members 
Mstep: Class 14 contains 5643 members 
Mstep: Class 15 contains 8491 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 98892 members 
Mstep: Class 19 contains 89066 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90003 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 104965 members 
Mstep: Class 25 contains 18960 members 
Mstep: Class 26 contains 7202 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 81264 members 
Mstep: Class 29 contains 42146 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2326 members 
Mstep: Class 32 contains 3303 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 31634 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 95580 members 
Mstep: Class 40 contains 108585 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 113947 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6714 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3360 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 181828 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 38203 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 74182 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 15584 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15449 members 
Mstep: Class 65 contains 175785 members 
Mstep: Class 66 contains 19327 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8091 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90693440.000000 Penalty: 49451.667969
Iteration 384Q: 76 clusters Score -9.069344e+07 nChanged 17754
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101543 members 
Mstep: Class 3 contains 22918 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 216810 members 
Mstep: Class 8 contains 41569 members 
Mstep: Class 9 contains 36983 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6453 members 
Mstep: Class 12 contains 57024 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 5663 members 
Mstep: Class 15 contains 8551 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 98406 members 
Mstep: Class 19 contains 89244 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90073 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 108641 members 
Mstep: Class 25 contains 18970 members 
Mstep: Class 26 contains 7202 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 81872 members 
Mstep: Class 29 contains 43894 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 2913 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 29843 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 95047 members 
Mstep: Class 40 contains 107813 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 115604 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6732 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3257 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 181554 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 38220 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 74323 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 15134 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15494 members 
Mstep: Class 65 contains 173279 members 
Mstep: Class 66 contains 19208 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8095 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90693752.000000 Penalty: 49451.667969
Iteration 385Q: 76 clusters Score -9.069375e+07 nChanged 17600
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101639 members 
Mstep: Class 3 contains 22425 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 216763 members 
Mstep: Class 8 contains 40729 members 
Mstep: Class 9 contains 36987 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6452 members 
Mstep: Class 12 contains 56986 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 5660 members 
Mstep: Class 15 contains 8637 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 97892 members 
Mstep: Class 19 contains 89439 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90151 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 112230 members 
Mstep: Class 25 contains 18980 members 
Mstep: Class 26 contains 7202 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 82466 members 
Mstep: Class 29 contains 45753 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 3395 members 
Mstep: Class 33 contains 2901 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 28068 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 94431 members 
Mstep: Class 40 contains 106359 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 117173 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6743 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 3114 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 181328 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 38308 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 74115 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 14630 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15540 members 
Mstep: Class 65 contains 171735 members 
Mstep: Class 66 contains 19369 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8101 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90693280.000000 Penalty: 49451.667969
Iteration 386Q: 76 clusters Score -9.069328e+07 nChanged 17856
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101704 members 
Mstep: Class 3 contains 22023 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 216730 members 
Mstep: Class 8 contains 39835 members 
Mstep: Class 9 contains 36988 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 12 contains 56947 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 5656 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 97303 members 
Mstep: Class 19 contains 89616 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90212 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 115643 members 
Mstep: Class 25 contains 18980 members 
Mstep: Class 26 contains 7202 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 83119 members 
Mstep: Class 29 contains 47658 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 3433 members 
Mstep: Class 33 contains 2890 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 26307 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 93508 members 
Mstep: Class 40 contains 104397 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 118805 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6776 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 2989 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 181104 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 38441 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 73949 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 14133 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15588 members 
Mstep: Class 65 contains 170541 members 
Mstep: Class 66 contains 19964 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8100 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90693048.000000 Penalty: 49451.667969
Iteration 387Q: 76 clusters Score -9.069305e+07 nChanged 18165
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101752 members 
Mstep: Class 3 contains 21665 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 216704 members 
Mstep: Class 8 contains 38934 members 
Mstep: Class 9 contains 36982 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 12 contains 56935 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 5654 members 
Mstep: Class 15 contains 8775 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 96677 members 
Mstep: Class 19 contains 89744 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90298 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 118769 members 
Mstep: Class 25 contains 18985 members 
Mstep: Class 26 contains 7202 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 83773 members 
Mstep: Class 29 contains 49488 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 3469 members 
Mstep: Class 33 contains 2877 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 24589 members 
Mstep: Class 38 contains 1411 members 
Mstep: Class 39 contains 92418 members 
Mstep: Class 40 contains 102245 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 120498 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6816 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 2857 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 180943 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 38548 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 73916 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 13605 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15655 members 
Mstep: Class 65 contains 169593 members 
Mstep: Class 66 contains 20810 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8100 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90692168.000000 Penalty: 49451.667969
Iteration 388Q: 76 clusters Score -9.069217e+07 nChanged 18757
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101782 members 
Mstep: Class 3 contains 21323 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 216677 members 
Mstep: Class 8 contains 38057 members 
Mstep: Class 9 contains 36982 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6464 members 
Mstep: Class 12 contains 56908 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 5647 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 96082 members 
Mstep: Class 19 contains 89845 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90361 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 2601 members 
Mstep: Class 24 contains 121511 members 
Mstep: Class 25 contains 18998 members 
Mstep: Class 26 contains 7202 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 84391 members 
Mstep: Class 29 contains 51309 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 3506 members 
Mstep: Class 33 contains 2865 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 22930 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 91077 members 
Mstep: Class 40 contains 99961 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 122218 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6846 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 2737 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 180831 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 38729 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 73992 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 13081 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15745 members 
Mstep: Class 65 contains 168797 members 
Mstep: Class 66 contains 21985 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8103 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90691912.000000 Penalty: 49451.667969
Iteration 389Q: 76 clusters Score -9.069191e+07 nChanged 19670
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101776 members 
Mstep: Class 3 contains 20970 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 216645 members 
Mstep: Class 8 contains 37111 members 
Mstep: Class 9 contains 36985 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6474 members 
Mstep: Class 12 contains 56878 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 8813 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 95498 members 
Mstep: Class 19 contains 89987 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90415 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 123842 members 
Mstep: Class 25 contains 19000 members 
Mstep: Class 26 contains 7202 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 85032 members 
Mstep: Class 29 contains 53198 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 3549 members 
Mstep: Class 33 contains 2850 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 21228 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 89482 members 
Mstep: Class 40 contains 97597 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 124028 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6871 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 2624 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 180799 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 38988 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 74231 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12568 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15846 members 
Mstep: Class 65 contains 168017 members 
Mstep: Class 66 contains 23459 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8132 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90691864.000000 Penalty: 49451.667969
Iteration 390Q: 76 clusters Score -9.069186e+07 nChanged 20283
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101796 members 
Mstep: Class 3 contains 20644 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 216626 members 
Mstep: Class 8 contains 36148 members 
Mstep: Class 9 contains 36984 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6474 members 
Mstep: Class 12 contains 56850 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 8851 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 94853 members 
Mstep: Class 19 contains 90114 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90463 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 126034 members 
Mstep: Class 25 contains 19006 members 
Mstep: Class 26 contains 7202 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 85722 members 
Mstep: Class 29 contains 55001 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 3580 members 
Mstep: Class 33 contains 2831 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 19554 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 87897 members 
Mstep: Class 40 contains 95017 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 125740 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6893 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 2544 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 180825 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 39296 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 74784 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12076 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 15953 members 
Mstep: Class 65 contains 166932 members 
Mstep: Class 66 contains 25269 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6654 members 
Mstep: Class 75 contains 8157 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90690904.000000 Penalty: 49451.667969
Iteration 391Q: 76 clusters Score -9.06909e+07 nChanged 21006
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101849 members 
Mstep: Class 3 contains 20290 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 216627 members 
Mstep: Class 8 contains 35134 members 
Mstep: Class 9 contains 36987 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6471 members 
Mstep: Class 12 contains 56812 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 5574 members 
Mstep: Class 15 contains 8859 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 94242 members 
Mstep: Class 19 contains 90184 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90525 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 128143 members 
Mstep: Class 25 contains 19009 members 
Mstep: Class 26 contains 7202 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 86401 members 
Mstep: Class 29 contains 56907 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 3597 members 
Mstep: Class 33 contains 2817 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 17933 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 86308 members 
Mstep: Class 40 contains 92276 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 127355 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6927 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1029 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 2469 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 180849 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 39660 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 75597 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11591 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 16067 members 
Mstep: Class 65 contains 165593 members 
Mstep: Class 66 contains 27313 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6655 members 
Mstep: Class 75 contains 8169 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90690816.000000 Penalty: 49451.667969
Iteration 392Q: 76 clusters Score -9.069082e+07 nChanged 21778
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101899 members 
Mstep: Class 3 contains 19965 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 216639 members 
Mstep: Class 8 contains 34146 members 
Mstep: Class 9 contains 36992 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6469 members 
Mstep: Class 12 contains 56794 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 5551 members 
Mstep: Class 15 contains 8865 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 93580 members 
Mstep: Class 19 contains 90263 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90578 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 129915 members 
Mstep: Class 25 contains 19000 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 87071 members 
Mstep: Class 29 contains 58883 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 3603 members 
Mstep: Class 33 contains 2805 members 
Mstep: Class 34 contains 1787 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 16192 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 84779 members 
Mstep: Class 40 contains 89353 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 128897 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6962 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1029 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 2387 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 180853 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 40165 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 76638 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11155 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 16184 members 
Mstep: Class 65 contains 164356 members 
Mstep: Class 66 contains 29449 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 8169 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90690136.000000 Penalty: 49451.667969
Iteration 393Q: 76 clusters Score -9.069014e+07 nChanged 21796
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101929 members 
Mstep: Class 3 contains 19663 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 216623 members 
Mstep: Class 8 contains 33160 members 
Mstep: Class 9 contains 36993 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 56771 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 5546 members 
Mstep: Class 15 contains 8865 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 92949 members 
Mstep: Class 19 contains 90355 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90633 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 131278 members 
Mstep: Class 25 contains 18994 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 87716 members 
Mstep: Class 29 contains 61128 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 3602 members 
Mstep: Class 33 contains 2797 members 
Mstep: Class 34 contains 1788 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 14448 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 83153 members 
Mstep: Class 40 contains 86551 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 130347 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 6998 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1029 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 2309 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 180755 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 40745 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 77874 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10830 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 16300 members 
Mstep: Class 65 contains 163129 members 
Mstep: Class 66 contains 31459 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6655 members 
Mstep: Class 75 contains 8170 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90689440.000000 Penalty: 49451.667969
Iteration 394Q: 76 clusters Score -9.068944e+07 nChanged 21858
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102002 members 
Mstep: Class 3 contains 19384 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 216594 members 
Mstep: Class 8 contains 32137 members 
Mstep: Class 9 contains 37000 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6513 members 
Mstep: Class 12 contains 56749 members 
Mstep: Class 13 contains 484 members 
Mstep: Class 14 contains 5548 members 
Mstep: Class 15 contains 8842 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 92356 members 
Mstep: Class 19 contains 90424 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90670 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 132194 members 
Mstep: Class 25 contains 18999 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 88354 members 
Mstep: Class 29 contains 63646 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 3600 members 
Mstep: Class 33 contains 2790 members 
Mstep: Class 34 contains 1788 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 12607 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 81546 members 
Mstep: Class 40 contains 84080 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 131686 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7024 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1028 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 2237 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 180617 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 41404 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 79128 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10565 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 16430 members 
Mstep: Class 65 contains 161988 members 
Mstep: Class 66 contains 33283 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 8177 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90687608.000000 Penalty: 49451.667969
Iteration 395Q: 76 clusters Score -9.068761e+07 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102091 members 
Mstep: Class 3 contains 19137 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 216575 members 
Mstep: Class 8 contains 31111 members 
Mstep: Class 9 contains 37002 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6535 members 
Mstep: Class 12 contains 56751 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 5523 members 
Mstep: Class 15 contains 8839 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 91715 members 
Mstep: Class 19 contains 90501 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 90702 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2577 members 
Mstep: Class 24 contains 132385 members 
Mstep: Class 25 contains 19013 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 88975 members 
Mstep: Class 29 contains 66435 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2311 members 
Mstep: Class 32 contains 3617 members 
Mstep: Class 33 contains 2778 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 10738 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 79963 members 
Mstep: Class 40 contains 82214 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 132816 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7040 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1027 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 2138 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 180356 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 42170 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 80567 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10350 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 16571 members 
Mstep: Class 65 contains 160964 members 
Mstep: Class 66 contains 34814 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 8183 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90685560.000000 Penalty: 49451.667969
Iteration 396Q: 76 clusters Score -9.068556e+07 nChanged 21685
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102193 members 
Mstep: Class 3 contains 18880 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1751 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 216556 members 
Mstep: Class 8 contains 30139 members 
Mstep: Class 9 contains 37003 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6549 members 
Mstep: Class 12 contains 56744 members 
Mstep: Class 13 contains 481 members 
Mstep: Class 14 contains 5517 members 
Mstep: Class 15 contains 8865 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 91030 members 
Mstep: Class 19 contains 90489 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 90738 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 132078 members 
Mstep: Class 25 contains 19025 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 89588 members 
Mstep: Class 29 contains 69515 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 3623 members 
Mstep: Class 33 contains 2769 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 8838 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 78344 members 
Mstep: Class 40 contains 80781 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 133945 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7055 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1025 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 2044 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 179956 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 43091 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 82263 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10227 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 16722 members 
Mstep: Class 65 contains 159686 members 
Mstep: Class 66 contains 36127 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6657 members 
Mstep: Class 75 contains 8200 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684912.000000 Penalty: 49451.667969
Iteration 397Q: 76 clusters Score -9.068491e+07 nChanged 21855
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102303 members 
Mstep: Class 3 contains 18621 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1750 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 216550 members 
Mstep: Class 8 contains 29186 members 
Mstep: Class 9 contains 37000 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 56730 members 
Mstep: Class 13 contains 480 members 
Mstep: Class 14 contains 5510 members 
Mstep: Class 15 contains 8887 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 90322 members 
Mstep: Class 19 contains 90429 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90784 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 131107 members 
Mstep: Class 25 contains 19035 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 90162 members 
Mstep: Class 29 contains 73133 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2311 members 
Mstep: Class 32 contains 3621 members 
Mstep: Class 33 contains 2758 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4009 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 6994 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 76733 members 
Mstep: Class 40 contains 79647 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 135022 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7081 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1025 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1966 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 179439 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 44125 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 84048 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10181 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 16883 members 
Mstep: Class 65 contains 158142 members 
Mstep: Class 66 contains 37385 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6657 members 
Mstep: Class 75 contains 8239 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684328.000000 Penalty: 49451.667969
Iteration 398Q: 76 clusters Score -9.068433e+07 nChanged 21346
Entering ConstructFrom: 
Score: -90684328.000000 Penalty: 49451.667969
Entering ConstructFrom: 
Trying to split cluster 1 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -35363.726562 Penalty: 304.602570
	Iteration 0F: 2 clusters Score -35363.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34661.000000 Penalty: 609.205139
	Iteration 0F: 3 clusters Score -34661 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -34818.105469 Penalty: 609.205139
	Iteration 1F: 3 clusters Score -34818.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34863.332031 Penalty: 609.205139
	Iteration 2F: 3 clusters Score -34863.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -34893.019531 Penalty: 609.205139
	Iteration 3F: 3 clusters Score -34893.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -34919.593750 Penalty: 609.205139
	Iteration 4Q: 3 clusters Score -34919.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34941.148438 Penalty: 609.205139
	Iteration 5Q: 3 clusters Score -34941.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34966.375000 Penalty: 609.205139
	Iteration 6Q: 3 clusters Score -34966.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34997.683594 Penalty: 609.205139
	Iteration 7Q: 3 clusters Score -34997.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -35040.257812 Penalty: 609.205139
	Iteration 8F: 3 clusters Score -35040.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -35076.324219 Penalty: 609.205139
	Iteration 9Q: 3 clusters Score -35076.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35107.253906 Penalty: 609.205139
	Iteration 10Q: 3 clusters Score -35107.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35121.300781 Penalty: 609.205139
	Iteration 11Q: 3 clusters Score -35121.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35137.476562 Penalty: 609.205139
	Iteration 12Q: 3 clusters Score -35137.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35155.117188 Penalty: 609.205139
	Iteration 13Q: 3 clusters Score -35155.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35168.800781 Penalty: 609.205139
	Iteration 14Q: 3 clusters Score -35168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35177.789062 Penalty: 609.205139
	Iteration 15Q: 3 clusters Score -35177.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35182.589844 Penalty: 609.205139
	Iteration 16Q: 3 clusters Score -35182.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35184.515625 Penalty: 609.205139
	Iteration 17Q: 3 clusters Score -35184.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35185.214844 Penalty: 609.205139
	Iteration 18Q: 3 clusters Score -35185.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35186.148438 Penalty: 609.205139
	Iteration 19Q: 3 clusters Score -35186.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35186.621094 Penalty: 609.205139
	Iteration 20F: 3 clusters Score -35186.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35186.753906 Penalty: 609.205139
	Iteration 21Q: 3 clusters Score -35186.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35186.753906 Penalty: 609.205139
	Iteration 22F: 3 clusters Score -35186.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Entering Unmasked Estep 
Score: -4912359.500000 Penalty: 524.919434
	Iteration 0F: 2 clusters Score -4912360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -4843167.500000 Penalty: 1049.838867
	Iteration 0F: 3 clusters Score -4843168 nChanged 50158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -4877100.000000 Penalty: 1049.838867
	Iteration 1F: 3 clusters Score -4877100 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4881700.000000 Penalty: 1049.838867
	Iteration 2F: 3 clusters Score -4881700 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -4888964.500000 Penalty: 1049.838867
	Iteration 3F: 3 clusters Score -4888964 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85350 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4897332.000000 Penalty: 1049.838867
	Iteration 4F: 3 clusters Score -4897332 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -4903825.500000 Penalty: 1049.838867
	Iteration 5F: 3 clusters Score -4903826 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -4907410.000000 Penalty: 1049.838867
	Iteration 6Q: 3 clusters Score -4907410 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4909239.000000 Penalty: 1049.838867
	Iteration 7Q: 3 clusters Score -4909239 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -4910142.000000 Penalty: 1049.838867
	Iteration 8Q: 3 clusters Score -4910142 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98127 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4910593.000000 Penalty: 1049.838867
	Iteration 9Q: 3 clusters Score -4910593 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98681 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4910906.500000 Penalty: 1049.838867
	Iteration 10Q: 3 clusters Score -4910906 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4911170.000000 Penalty: 1049.838867
	Iteration 11Q: 3 clusters Score -4911170 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4911384.000000 Penalty: 1049.838867
	Iteration 12Q: 3 clusters Score -4911384 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99828 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4911517.000000 Penalty: 1049.838867
	Iteration 13Q: 3 clusters Score -4911517 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4911605.000000 Penalty: 1049.838867
	Iteration 14Q: 3 clusters Score -4911605 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4911682.500000 Penalty: 1049.838867
	Iteration 15Q: 3 clusters Score -4911682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100415 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4911719.500000 Penalty: 1049.838867
	Iteration 16Q: 3 clusters Score -4911720 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4911757.500000 Penalty: 1049.838867
	Iteration 17Q: 3 clusters Score -4911758 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100675 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4911820.500000 Penalty: 1049.838867
	Iteration 18Q: 3 clusters Score -4911820 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100781 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4911852.500000 Penalty: 1049.838867
	Iteration 19Q: 3 clusters Score -4911852 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4911877.000000 Penalty: 1049.838867
	Iteration 20F: 3 clusters Score -4911877 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4911899.000000 Penalty: 1049.838867
	Iteration 21Q: 3 clusters Score -4911899 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4911926.500000 Penalty: 1049.838867
	Iteration 22Q: 3 clusters Score -4911926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4911939.000000 Penalty: 1049.838867
	Iteration 23Q: 3 clusters Score -4911939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101134 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4911945.500000 Penalty: 1049.838867
	Iteration 24Q: 3 clusters Score -4911946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4911954.000000 Penalty: 1049.838867
	Iteration 25Q: 3 clusters Score -4911954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101208 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4911959.000000 Penalty: 1049.838867
	Iteration 26Q: 3 clusters Score -4911959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4911958.000000 Penalty: 1049.838867
	Iteration 27Q: 3 clusters Score -4911958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4911963.000000 Penalty: 1049.838867
	Iteration 28Q: 3 clusters Score -4911963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4911968.500000 Penalty: 1049.838867
	Iteration 29Q: 3 clusters Score -4911968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4911968.500000 Penalty: 1049.838867
	Iteration 30Q: 3 clusters Score -4911968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4911969.500000 Penalty: 1049.838867
	Iteration 31Q: 3 clusters Score -4911970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101380 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4911975.500000 Penalty: 1049.838867
	Iteration 32Q: 3 clusters Score -4911976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4911976.000000 Penalty: 1049.838867
	Iteration 33Q: 3 clusters Score -4911976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101407 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4911985.000000 Penalty: 1049.838867
	Iteration 34Q: 3 clusters Score -4911985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101414 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4911988.500000 Penalty: 1049.838867
	Iteration 35Q: 3 clusters Score -4911988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101417 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4911988.500000 Penalty: 1049.838867
	Iteration 36Q: 3 clusters Score -4911988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4911986.500000 Penalty: 1049.838867
	Iteration 37Q: 3 clusters Score -4911986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101423 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4911990.500000 Penalty: 1049.838867
	Iteration 38Q: 3 clusters Score -4911990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4911992.000000 Penalty: 1049.838867
	Iteration 39Q: 3 clusters Score -4911992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4911996.000000 Penalty: 1049.838867
	Iteration 40F: 3 clusters Score -4911996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4911997.000000 Penalty: 1049.838867
	Iteration 41Q: 3 clusters Score -4911997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4911997.000000 Penalty: 1049.838867
	Iteration 42F: 3 clusters Score -4911997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Entering Unmasked Estep 
Score: -946022.750000 Penalty: 446.866699
	Iteration 0F: 2 clusters Score -946022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -933666.187500 Penalty: 893.733398
	Iteration 0F: 3 clusters Score -933666.2 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -938666.562500 Penalty: 893.733398
	Iteration 1F: 3 clusters Score -938666.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -938848.687500 Penalty: 893.733398
	Iteration 2Q: 3 clusters Score -938848.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -939028.250000 Penalty: 893.733398
	Iteration 3Q: 3 clusters Score -939028.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -939229.687500 Penalty: 893.733398
	Iteration 4Q: 3 clusters Score -939229.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -939447.875000 Penalty: 893.733398
	Iteration 5Q: 3 clusters Score -939447.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -939748.500000 Penalty: 893.733398
	Iteration 6Q: 3 clusters Score -939748.5 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -940180.562500 Penalty: 893.733398
	Iteration 7Q: 3 clusters Score -940180.6 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -940802.500000 Penalty: 893.733398
	Iteration 8F: 3 clusters Score -940802.5 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -941690.250000 Penalty: 893.733398
	Iteration 9F: 3 clusters Score -941690.2 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -942774.750000 Penalty: 893.733398
	Iteration 10F: 3 clusters Score -942774.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -943759.500000 Penalty: 893.733398
	Iteration 11Q: 3 clusters Score -943759.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -944425.500000 Penalty: 893.733398
	Iteration 12Q: 3 clusters Score -944425.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -944820.875000 Penalty: 893.733398
	Iteration 13Q: 3 clusters Score -944820.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -945039.000000 Penalty: 893.733398
	Iteration 14Q: 3 clusters Score -945039 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -945164.125000 Penalty: 893.733398
	Iteration 15Q: 3 clusters Score -945164.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -945236.812500 Penalty: 893.733398
	Iteration 16Q: 3 clusters Score -945236.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -945294.687500 Penalty: 893.733398
	Iteration 17Q: 3 clusters Score -945294.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -945323.562500 Penalty: 893.733398
	Iteration 18Q: 3 clusters Score -945323.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -945349.500000 Penalty: 893.733398
	Iteration 19Q: 3 clusters Score -945349.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -945378.187500 Penalty: 893.733398
	Iteration 20F: 3 clusters Score -945378.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -945409.000000 Penalty: 893.733398
	Iteration 21Q: 3 clusters Score -945409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -945435.625000 Penalty: 893.733398
	Iteration 22Q: 3 clusters Score -945435.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -945468.687500 Penalty: 893.733398
	Iteration 23Q: 3 clusters Score -945468.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -945494.562500 Penalty: 893.733398
	Iteration 24Q: 3 clusters Score -945494.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -945509.125000 Penalty: 893.733398
	Iteration 25Q: 3 clusters Score -945509.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -945531.312500 Penalty: 893.733398
	Iteration 26Q: 3 clusters Score -945531.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -945545.937500 Penalty: 893.733398
	Iteration 27Q: 3 clusters Score -945545.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -945560.500000 Penalty: 893.733398
	Iteration 28Q: 3 clusters Score -945560.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -945586.000000 Penalty: 893.733398
	Iteration 29Q: 3 clusters Score -945586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -945596.812500 Penalty: 893.733398
	Iteration 30Q: 3 clusters Score -945596.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -945604.187500 Penalty: 893.733398
	Iteration 31Q: 3 clusters Score -945604.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -945612.812500 Penalty: 893.733398
	Iteration 32Q: 3 clusters Score -945612.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -945625.625000 Penalty: 893.733398
	Iteration 33Q: 3 clusters Score -945625.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -945633.062500 Penalty: 893.733398
	Iteration 34Q: 3 clusters Score -945633.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -945639.250000 Penalty: 893.733398
	Iteration 35Q: 3 clusters Score -945639.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -945643.250000 Penalty: 893.733398
	Iteration 36Q: 3 clusters Score -945643.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -945645.875000 Penalty: 893.733398
	Iteration 37Q: 3 clusters Score -945645.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -945651.062500 Penalty: 893.733398
	Iteration 38Q: 3 clusters Score -945651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -945654.562500 Penalty: 893.733398
	Iteration 39Q: 3 clusters Score -945654.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -945658.937500 Penalty: 893.733398
	Iteration 40F: 3 clusters Score -945658.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -945663.687500 Penalty: 893.733398
	Iteration 41Q: 3 clusters Score -945663.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -945672.187500 Penalty: 893.733398
	Iteration 42Q: 3 clusters Score -945672.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -945678.062500 Penalty: 893.733398
	Iteration 43Q: 3 clusters Score -945678.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -945685.312500 Penalty: 893.733398
	Iteration 44Q: 3 clusters Score -945685.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -945690.500000 Penalty: 893.733398
	Iteration 45Q: 3 clusters Score -945690.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -945694.625000 Penalty: 893.733398
	Iteration 46Q: 3 clusters Score -945694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -945696.562500 Penalty: 893.733398
	Iteration 47Q: 3 clusters Score -945696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -945696.437500 Penalty: 893.733398
	Iteration 48Q: 3 clusters Score -945696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -945701.687500 Penalty: 893.733398
	Iteration 49Q: 3 clusters Score -945701.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -945703.500000 Penalty: 893.733398
	Iteration 50Q: 3 clusters Score -945703.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -945703.625000 Penalty: 893.733398
	Iteration 51Q: 3 clusters Score -945703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -945704.500000 Penalty: 893.733398
	Iteration 52Q: 3 clusters Score -945704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -945705.125000 Penalty: 893.733398
	Iteration 53Q: 3 clusters Score -945705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -945705.187500 Penalty: 893.733398
	Iteration 54Q: 3 clusters Score -945705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -945705.187500 Penalty: 893.733398
	Iteration 55Q: 3 clusters Score -945705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -945704.500000 Penalty: 893.733398
	Iteration 56Q: 3 clusters Score -945704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -945706.000000 Penalty: 893.733398
	Iteration 57Q: 3 clusters Score -945706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -945706.000000 Penalty: 893.733398
	Iteration 58Q: 3 clusters Score -945706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -945705.812500 Penalty: 893.733398
	Iteration 59Q: 3 clusters Score -945705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -945705.250000 Penalty: 893.733398
	Iteration 60F: 3 clusters Score -945705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -945705.812500 Penalty: 893.733398
	Iteration 61Q: 3 clusters Score -945705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -945706.500000 Penalty: 893.733398
	Iteration 62Q: 3 clusters Score -945706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -945707.937500 Penalty: 893.733398
	Iteration 63Q: 3 clusters Score -945707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -945707.937500 Penalty: 893.733398
	Iteration 64F: 3 clusters Score -945707.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -8647.669922 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -8647.67 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 144 members 
Entering Unmasked Estep 
Score: -8362.712891 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -8362.713 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8697.132812 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -8697.133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8821.949219 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -8821.949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8925.214844 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -8925.215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8990.511719 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -8990.512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9060.980469 Penalty: 512.765869
	Iteration 5F: 3 clusters Score -9060.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9154.550781 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -9154.551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9235.318359 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -9235.318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9337.127930 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -9337.128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9468.994141 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -9468.994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9556.134766 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -9556.135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9712.112305 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -9712.112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9712.112305 Penalty: 512.765869
	Iteration 12F: 3 clusters Score -9712.112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102405 members 
Mstep: Class 3 contains 18421 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 1750 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 216573 members 
Mstep: Class 8 contains 28238 members 
Mstep: Class 9 contains 37003 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6560 members 
Mstep: Class 12 contains 56707 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 8914 members 
Mstep: Class 16 contains 63 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89608 members 
Mstep: Class 19 contains 90402 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90822 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 129605 members 
Mstep: Class 25 contains 19044 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 90715 members 
Mstep: Class 29 contains 77269 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 3629 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 5426 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 75025 members 
Mstep: Class 40 contains 78832 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 135890 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1025 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1901 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 179012 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 45323 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 85905 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10215 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 17057 members 
Mstep: Class 65 contains 155969 members 
Mstep: Class 66 contains 38447 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 8275 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90682184.000000 Penalty: 50111.023438
Splitting cluster 4 changes total score from -90684328.000000 to -90682184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -84203.250000 Penalty: 339.765381
	Iteration 0F: 2 clusters Score -84203.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -82886.140625 Penalty: 679.530762
	Iteration 0F: 3 clusters Score -82886.14 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -83335.390625 Penalty: 679.530762
	Iteration 1F: 3 clusters Score -83335.39 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -83458.117188 Penalty: 679.530762
	Iteration 2F: 3 clusters Score -83458.12 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -83601.210938 Penalty: 679.530762
	Iteration 3F: 3 clusters Score -83601.21 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -83702.500000 Penalty: 679.530762
	Iteration 4F: 3 clusters Score -83702.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -83785.359375 Penalty: 679.530762
	Iteration 5F: 3 clusters Score -83785.36 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -83859.687500 Penalty: 679.530762
	Iteration 6F: 3 clusters Score -83859.69 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -83924.312500 Penalty: 679.530762
	Iteration 7Q: 3 clusters Score -83924.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -83980.906250 Penalty: 679.530762
	Iteration 8Q: 3 clusters Score -83980.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -84003.640625 Penalty: 679.530762
	Iteration 9Q: 3 clusters Score -84003.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -84014.000000 Penalty: 679.530762
	Iteration 10Q: 3 clusters Score -84014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -84017.929688 Penalty: 679.530762
	Iteration 11Q: 3 clusters Score -84017.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -84018.171875 Penalty: 679.530762
	Iteration 12Q: 3 clusters Score -84018.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -84018.171875 Penalty: 679.530762
	Iteration 13F: 3 clusters Score -84018.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -85240.164062 Penalty: 343.483276
	Iteration 0F: 2 clusters Score -85240.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -83913.710938 Penalty: 686.966553
	Iteration 0F: 3 clusters Score -83913.71 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -84438.343750 Penalty: 686.966553
	Iteration 1F: 3 clusters Score -84438.34 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -84635.242188 Penalty: 686.966553
	Iteration 2F: 3 clusters Score -84635.24 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -84767.179688 Penalty: 686.966553
	Iteration 3F: 3 clusters Score -84767.18 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -84881.351562 Penalty: 686.966553
	Iteration 4F: 3 clusters Score -84881.35 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -84968.445312 Penalty: 686.966553
	Iteration 5Q: 3 clusters Score -84968.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -85033.000000 Penalty: 686.966553
	Iteration 6Q: 3 clusters Score -85033 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -85060.632812 Penalty: 686.966553
	Iteration 7Q: 3 clusters Score -85060.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -85073.882812 Penalty: 686.966553
	Iteration 8Q: 3 clusters Score -85073.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -85082.203125 Penalty: 686.966553
	Iteration 9Q: 3 clusters Score -85082.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -85086.367188 Penalty: 686.966553
	Iteration 10Q: 3 clusters Score -85086.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -85090.765625 Penalty: 686.966553
	Iteration 11Q: 3 clusters Score -85090.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -85094.359375 Penalty: 686.966553
	Iteration 12Q: 3 clusters Score -85094.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -85096.937500 Penalty: 686.966553
	Iteration 13Q: 3 clusters Score -85096.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -85097.726562 Penalty: 686.966553
	Iteration 14Q: 3 clusters Score -85097.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -85098.132812 Penalty: 686.966553
	Iteration 15Q: 3 clusters Score -85098.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -85098.218750 Penalty: 686.966553
	Iteration 16Q: 3 clusters Score -85098.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -85098.218750 Penalty: 686.966553
	Iteration 17F: 3 clusters Score -85098.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (216573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216573 members 
Entering Unmasked Estep 
Score: -10192938.000000 Penalty: 558.998535
	Iteration 0F: 2 clusters Score -1.019294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -10048402.000000 Penalty: 1117.997070
	Iteration 0F: 3 clusters Score -1.00484e+07 nChanged 106880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 123478 members 
Entering Unmasked Estep 
Score: -10114494.000000 Penalty: 1117.997070
	Iteration 1F: 3 clusters Score -1.011449e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84650 members 
Mstep: Class 2 contains 131923 members 
Entering Unmasked Estep 
Score: -10119299.000000 Penalty: 1117.997070
	Iteration 2Q: 3 clusters Score -1.01193e+07 nChanged 13448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 143507 members 
Entering Unmasked Estep 
Score: -10127667.000000 Penalty: 1117.997070
	Iteration 3F: 3 clusters Score -1.012767e+07 nChanged 15627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 157592 members 
Entering Unmasked Estep 
Score: -10140172.000000 Penalty: 1117.997070
	Iteration 4F: 3 clusters Score -1.014017e+07 nChanged 15075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 171307 members 
Entering Unmasked Estep 
Score: -10154580.000000 Penalty: 1117.997070
	Iteration 5F: 3 clusters Score -1.015458e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 181988 members 
Entering Unmasked Estep 
Score: -10166430.000000 Penalty: 1117.997070
	Iteration 6F: 3 clusters Score -1.016643e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 188685 members 
Entering Unmasked Estep 
Score: -10173599.000000 Penalty: 1117.997070
	Iteration 7Q: 3 clusters Score -1.01736e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 193351 members 
Entering Unmasked Estep 
Score: -10177503.000000 Penalty: 1117.997070
	Iteration 8Q: 3 clusters Score -1.01775e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 197344 members 
Entering Unmasked Estep 
Score: -10180403.000000 Penalty: 1117.997070
	Iteration 9Q: 3 clusters Score -1.01804e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 200949 members 
Entering Unmasked Estep 
Score: -10182840.000000 Penalty: 1117.997070
	Iteration 10Q: 3 clusters Score -1.018284e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 204136 members 
Entering Unmasked Estep 
Score: -10185681.000000 Penalty: 1117.997070
	Iteration 11Q: 3 clusters Score -1.018568e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 207240 members 
Entering Unmasked Estep 
Score: -10188050.000000 Penalty: 1117.997070
	Iteration 12Q: 3 clusters Score -1.018805e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 210008 members 
Entering Unmasked Estep 
Score: -10189932.000000 Penalty: 1117.997070
	Iteration 13Q: 3 clusters Score -1.018993e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 212238 members 
Entering Unmasked Estep 
Score: -10191168.000000 Penalty: 1117.997070
	Iteration 14Q: 3 clusters Score -1.019117e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 213808 members 
Entering Unmasked Estep 
Score: -10191951.000000 Penalty: 1117.997070
	Iteration 15Q: 3 clusters Score -1.019195e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 214776 members 
Entering Unmasked Estep 
Score: -10192393.000000 Penalty: 1117.997070
	Iteration 16Q: 3 clusters Score -1.019239e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 215315 members 
Entering Unmasked Estep 
Score: -10192581.000000 Penalty: 1117.997070
	Iteration 17Q: 3 clusters Score -1.019258e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 215570 members 
Entering Unmasked Estep 
Score: -10192671.000000 Penalty: 1117.997070
	Iteration 18Q: 3 clusters Score -1.019267e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 215713 members 
Entering Unmasked Estep 
Score: -10192743.000000 Penalty: 1117.997070
	Iteration 19Q: 3 clusters Score -1.019274e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 215796 members 
Entering Unmasked Estep 
Score: -10192759.000000 Penalty: 1117.997070
	Iteration 20F: 3 clusters Score -1.019276e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 215840 members 
Entering Unmasked Estep 
Score: -10192800.000000 Penalty: 1117.997070
	Iteration 21Q: 3 clusters Score -1.01928e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 215870 members 
Entering Unmasked Estep 
Score: -10192820.000000 Penalty: 1117.997070
	Iteration 22Q: 3 clusters Score -1.019282e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 215882 members 
Entering Unmasked Estep 
Score: -10192832.000000 Penalty: 1117.997070
	Iteration 23Q: 3 clusters Score -1.019283e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 215899 members 
Entering Unmasked Estep 
Score: -10192844.000000 Penalty: 1117.997070
	Iteration 24Q: 3 clusters Score -1.019284e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 215921 members 
Entering Unmasked Estep 
Score: -10192858.000000 Penalty: 1117.997070
	Iteration 25Q: 3 clusters Score -1.019286e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 215927 members 
Entering Unmasked Estep 
Score: -10192863.000000 Penalty: 1117.997070
	Iteration 26Q: 3 clusters Score -1.019286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 215926 members 
Entering Unmasked Estep 
Score: -10192867.000000 Penalty: 1117.997070
	Iteration 27Q: 3 clusters Score -1.019287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 215918 members 
Entering Unmasked Estep 
Score: -10192881.000000 Penalty: 1117.997070
	Iteration 28Q: 3 clusters Score -1.019288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 215918 members 
Entering Unmasked Estep 
Score: -10192885.000000 Penalty: 1117.997070
	Iteration 29Q: 3 clusters Score -1.019288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 215919 members 
Entering Unmasked Estep 
Score: -10192883.000000 Penalty: 1117.997070
	Iteration 30Q: 3 clusters Score -1.019288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 215919 members 
Entering Unmasked Estep 
Score: -10192882.000000 Penalty: 1117.997070
	Iteration 31Q: 3 clusters Score -1.019288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 215919 members 
Entering Unmasked Estep 
Score: -10192880.000000 Penalty: 1117.997070
	Iteration 32Q: 3 clusters Score -1.019288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 215920 members 
Entering Unmasked Estep 
Score: -10192881.000000 Penalty: 1117.997070
	Iteration 33Q: 3 clusters Score -1.019288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 215920 members 
Entering Unmasked Estep 
Score: -10192879.000000 Penalty: 1117.997070
	Iteration 34Q: 3 clusters Score -1.019288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 215920 members 
Entering Unmasked Estep 
Score: -10192879.000000 Penalty: 1117.997070
	Iteration 35F: 3 clusters Score -1.019288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Entering Unmasked Estep 
Score: -1442608.750000 Penalty: 466.303284
	Iteration 0F: 2 clusters Score -1442609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1423849.125000 Penalty: 932.606567
	Iteration 0F: 3 clusters Score -1423849 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1432332.625000 Penalty: 932.606567
	Iteration 1F: 3 clusters Score -1432333 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1432955.875000 Penalty: 932.606567
	Iteration 2Q: 3 clusters Score -1432956 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1433901.000000 Penalty: 932.606567
	Iteration 3F: 3 clusters Score -1433901 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1435289.000000 Penalty: 932.606567
	Iteration 4F: 3 clusters Score -1435289 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1437099.125000 Penalty: 932.606567
	Iteration 5F: 3 clusters Score -1437099 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1438753.125000 Penalty: 932.606567
	Iteration 6F: 3 clusters Score -1438753 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1439870.750000 Penalty: 932.606567
	Iteration 7Q: 3 clusters Score -1439871 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1440563.625000 Penalty: 932.606567
	Iteration 8Q: 3 clusters Score -1440564 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1441059.500000 Penalty: 932.606567
	Iteration 9Q: 3 clusters Score -1441060 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1441382.875000 Penalty: 932.606567
	Iteration 10Q: 3 clusters Score -1441383 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1441650.750000 Penalty: 932.606567
	Iteration 11Q: 3 clusters Score -1441651 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1441875.625000 Penalty: 932.606567
	Iteration 12Q: 3 clusters Score -1441876 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1442060.375000 Penalty: 932.606567
	Iteration 13Q: 3 clusters Score -1442060 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1442203.125000 Penalty: 932.606567
	Iteration 14Q: 3 clusters Score -1442203 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1442280.500000 Penalty: 932.606567
	Iteration 15Q: 3 clusters Score -1442280 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1442339.500000 Penalty: 932.606567
	Iteration 16Q: 3 clusters Score -1442340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1442379.500000 Penalty: 932.606567
	Iteration 17Q: 3 clusters Score -1442380 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1442412.000000 Penalty: 932.606567
	Iteration 18Q: 3 clusters Score -1442412 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1442433.875000 Penalty: 932.606567
	Iteration 19Q: 3 clusters Score -1442434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1442453.125000 Penalty: 932.606567
	Iteration 20F: 3 clusters Score -1442453 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1442470.125000 Penalty: 932.606567
	Iteration 21Q: 3 clusters Score -1442470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1442484.500000 Penalty: 932.606567
	Iteration 22Q: 3 clusters Score -1442484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1442490.500000 Penalty: 932.606567
	Iteration 23Q: 3 clusters Score -1442490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1442492.375000 Penalty: 932.606567
	Iteration 24Q: 3 clusters Score -1442492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1442494.125000 Penalty: 932.606567
	Iteration 25Q: 3 clusters Score -1442494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1442497.250000 Penalty: 932.606567
	Iteration 26Q: 3 clusters Score -1442497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1442499.250000 Penalty: 932.606567
	Iteration 27Q: 3 clusters Score -1442499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1442502.125000 Penalty: 932.606567
	Iteration 28Q: 3 clusters Score -1442502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1442505.875000 Penalty: 932.606567
	Iteration 29Q: 3 clusters Score -1442506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1442507.000000 Penalty: 932.606567
	Iteration 30Q: 3 clusters Score -1442507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1442507.375000 Penalty: 932.606567
	Iteration 31Q: 3 clusters Score -1442507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1442506.000000 Penalty: 932.606567
	Iteration 32Q: 3 clusters Score -1442506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1442506.500000 Penalty: 932.606567
	Iteration 33Q: 3 clusters Score -1442506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1442509.125000 Penalty: 932.606567
	Iteration 34Q: 3 clusters Score -1442509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1442508.250000 Penalty: 932.606567
	Iteration 35Q: 3 clusters Score -1442508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1442509.000000 Penalty: 932.606567
	Iteration 36Q: 3 clusters Score -1442509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1442510.500000 Penalty: 932.606567
	Iteration 37Q: 3 clusters Score -1442510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1442508.125000 Penalty: 932.606567
	Iteration 38Q: 3 clusters Score -1442508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1442508.000000 Penalty: 932.606567
	Iteration 39Q: 3 clusters Score -1442508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1442510.000000 Penalty: 932.606567
	Iteration 40F: 3 clusters Score -1442510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1442508.750000 Penalty: 932.606567
	Iteration 41Q: 3 clusters Score -1442509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1442509.000000 Penalty: 932.606567
	Iteration 42Q: 3 clusters Score -1442509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1442508.875000 Penalty: 932.606567
	Iteration 43Q: 3 clusters Score -1442509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1442510.375000 Penalty: 932.606567
	Iteration 44Q: 3 clusters Score -1442510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1442508.375000 Penalty: 932.606567
	Iteration 45Q: 3 clusters Score -1442508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1442509.875000 Penalty: 932.606567
	Iteration 46Q: 3 clusters Score -1442510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1442509.500000 Penalty: 932.606567
	Iteration 47Q: 3 clusters Score -1442510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1442509.000000 Penalty: 932.606567
	Iteration 48Q: 3 clusters Score -1442509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1442509.625000 Penalty: 932.606567
	Iteration 49Q: 3 clusters Score -1442510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1442508.500000 Penalty: 932.606567
	Iteration 50Q: 3 clusters Score -1442508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1442508.375000 Penalty: 932.606567
	Iteration 51Q: 3 clusters Score -1442508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1442508.375000 Penalty: 932.606567
	Iteration 52F: 3 clusters Score -1442508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Entering Unmasked Estep 
Score: -1739601.250000 Penalty: 478.603302
	Iteration 0F: 2 clusters Score -1739601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1714628.125000 Penalty: 957.206604
	Iteration 0F: 3 clusters Score -1714628 nChanged 18089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1724980.625000 Penalty: 957.206604
	Iteration 1F: 3 clusters Score -1724981 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1725279.500000 Penalty: 957.206604
	Iteration 2Q: 3 clusters Score -1725280 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1725623.000000 Penalty: 957.206604
	Iteration 3Q: 3 clusters Score -1725623 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1726089.000000 Penalty: 957.206604
	Iteration 4Q: 3 clusters Score -1726089 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1726737.875000 Penalty: 957.206604
	Iteration 5Q: 3 clusters Score -1726738 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1727586.625000 Penalty: 957.206604
	Iteration 6F: 3 clusters Score -1727587 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1728695.750000 Penalty: 957.206604
	Iteration 7F: 3 clusters Score -1728696 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1730089.625000 Penalty: 957.206604
	Iteration 8F: 3 clusters Score -1730090 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1731718.500000 Penalty: 957.206604
	Iteration 9F: 3 clusters Score -1731718 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1733220.125000 Penalty: 957.206604
	Iteration 10F: 3 clusters Score -1733220 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1734056.125000 Penalty: 957.206604
	Iteration 11Q: 3 clusters Score -1734056 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1734436.125000 Penalty: 957.206604
	Iteration 12Q: 3 clusters Score -1734436 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1734656.250000 Penalty: 957.206604
	Iteration 13Q: 3 clusters Score -1734656 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1734841.250000 Penalty: 957.206604
	Iteration 14Q: 3 clusters Score -1734841 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1734983.000000 Penalty: 957.206604
	Iteration 15Q: 3 clusters Score -1734983 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1735135.000000 Penalty: 957.206604
	Iteration 16Q: 3 clusters Score -1735135 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1735298.500000 Penalty: 957.206604
	Iteration 17Q: 3 clusters Score -1735298 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1735445.750000 Penalty: 957.206604
	Iteration 18Q: 3 clusters Score -1735446 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1735592.125000 Penalty: 957.206604
	Iteration 19Q: 3 clusters Score -1735592 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1735728.625000 Penalty: 957.206604
	Iteration 20F: 3 clusters Score -1735729 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1735874.875000 Penalty: 957.206604
	Iteration 21Q: 3 clusters Score -1735875 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1736034.000000 Penalty: 957.206604
	Iteration 22Q: 3 clusters Score -1736034 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1736180.375000 Penalty: 957.206604
	Iteration 23Q: 3 clusters Score -1736180 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1736344.875000 Penalty: 957.206604
	Iteration 24Q: 3 clusters Score -1736345 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1736528.375000 Penalty: 957.206604
	Iteration 25Q: 3 clusters Score -1736528 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1736712.000000 Penalty: 957.206604
	Iteration 26Q: 3 clusters Score -1736712 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1736917.750000 Penalty: 957.206604
	Iteration 27Q: 3 clusters Score -1736918 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1737127.750000 Penalty: 957.206604
	Iteration 28Q: 3 clusters Score -1737128 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1737325.750000 Penalty: 957.206604
	Iteration 29Q: 3 clusters Score -1737326 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1737514.500000 Penalty: 957.206604
	Iteration 30Q: 3 clusters Score -1737514 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1737670.875000 Penalty: 957.206604
	Iteration 31Q: 3 clusters Score -1737671 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1737821.250000 Penalty: 957.206604
	Iteration 32Q: 3 clusters Score -1737821 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1737966.125000 Penalty: 957.206604
	Iteration 33Q: 3 clusters Score -1737966 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1738112.500000 Penalty: 957.206604
	Iteration 34Q: 3 clusters Score -1738112 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1738247.625000 Penalty: 957.206604
	Iteration 35Q: 3 clusters Score -1738248 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1738374.000000 Penalty: 957.206604
	Iteration 36Q: 3 clusters Score -1738374 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1738474.500000 Penalty: 957.206604
	Iteration 37Q: 3 clusters Score -1738474 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1738577.500000 Penalty: 957.206604
	Iteration 38Q: 3 clusters Score -1738578 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1738676.500000 Penalty: 957.206604
	Iteration 39Q: 3 clusters Score -1738676 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1738776.000000 Penalty: 957.206604
	Iteration 40F: 3 clusters Score -1738776 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1738844.625000 Penalty: 957.206604
	Iteration 41Q: 3 clusters Score -1738845 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1738922.625000 Penalty: 957.206604
	Iteration 42Q: 3 clusters Score -1738923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1738975.750000 Penalty: 957.206604
	Iteration 43Q: 3 clusters Score -1738976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1739009.125000 Penalty: 957.206604
	Iteration 44Q: 3 clusters Score -1739009 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1739045.125000 Penalty: 957.206604
	Iteration 45Q: 3 clusters Score -1739045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1739086.375000 Penalty: 957.206604
	Iteration 46Q: 3 clusters Score -1739086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1739117.375000 Penalty: 957.206604
	Iteration 47Q: 3 clusters Score -1739117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1739144.500000 Penalty: 957.206604
	Iteration 48Q: 3 clusters Score -1739144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1739167.000000 Penalty: 957.206604
	Iteration 49Q: 3 clusters Score -1739167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1739185.750000 Penalty: 957.206604
	Iteration 50Q: 3 clusters Score -1739186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1739192.625000 Penalty: 957.206604
	Iteration 51Q: 3 clusters Score -1739193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1739199.625000 Penalty: 957.206604
	Iteration 52Q: 3 clusters Score -1739200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1739205.250000 Penalty: 957.206604
	Iteration 53Q: 3 clusters Score -1739205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1739206.125000 Penalty: 957.206604
	Iteration 54Q: 3 clusters Score -1739206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1739211.000000 Penalty: 957.206604
	Iteration 55Q: 3 clusters Score -1739211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1739212.625000 Penalty: 957.206604
	Iteration 56Q: 3 clusters Score -1739213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1739212.875000 Penalty: 957.206604
	Iteration 57Q: 3 clusters Score -1739213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1739214.625000 Penalty: 957.206604
	Iteration 58Q: 3 clusters Score -1739215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1739216.625000 Penalty: 957.206604
	Iteration 59Q: 3 clusters Score -1739217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1739221.250000 Penalty: 957.206604
	Iteration 60F: 3 clusters Score -1739221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1739223.500000 Penalty: 957.206604
	Iteration 61Q: 3 clusters Score -1739224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1739222.375000 Penalty: 957.206604
	Iteration 62Q: 3 clusters Score -1739222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1739222.500000 Penalty: 957.206604
	Iteration 63Q: 3 clusters Score -1739222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1739222.500000 Penalty: 957.206604
	Iteration 64Q: 3 clusters Score -1739222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1739222.500000 Penalty: 957.206604
	Iteration 65F: 3 clusters Score -1739222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -60461.808594 Penalty: 326.484802
	Iteration 0F: 2 clusters Score -60461.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -59453.511719 Penalty: 652.969604
	Iteration 0F: 3 clusters Score -59453.51 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -59753.605469 Penalty: 652.969604
	Iteration 1F: 3 clusters Score -59753.61 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -59792.023438 Penalty: 652.969604
	Iteration 2F: 3 clusters Score -59792.02 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -59831.527344 Penalty: 652.969604
	Iteration 3Q: 3 clusters Score -59831.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -59868.972656 Penalty: 652.969604
	Iteration 4Q: 3 clusters Score -59868.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -59917.847656 Penalty: 652.969604
	Iteration 5Q: 3 clusters Score -59917.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -59955.394531 Penalty: 652.969604
	Iteration 6Q: 3 clusters Score -59955.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59993.410156 Penalty: 652.969604
	Iteration 7Q: 3 clusters Score -59993.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60016.550781 Penalty: 652.969604
	Iteration 8Q: 3 clusters Score -60016.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60037.566406 Penalty: 652.969604
	Iteration 9Q: 3 clusters Score -60037.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60059.796875 Penalty: 652.969604
	Iteration 10Q: 3 clusters Score -60059.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60081.964844 Penalty: 652.969604
	Iteration 11Q: 3 clusters Score -60081.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60104.621094 Penalty: 652.969604
	Iteration 12Q: 3 clusters Score -60104.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60117.113281 Penalty: 652.969604
	Iteration 13Q: 3 clusters Score -60117.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60131.484375 Penalty: 652.969604
	Iteration 14Q: 3 clusters Score -60131.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60145.089844 Penalty: 652.969604
	Iteration 15Q: 3 clusters Score -60145.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60159.929688 Penalty: 652.969604
	Iteration 16Q: 3 clusters Score -60159.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60174.347656 Penalty: 652.969604
	Iteration 17Q: 3 clusters Score -60174.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60181.382812 Penalty: 652.969604
	Iteration 18Q: 3 clusters Score -60181.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60187.210938 Penalty: 652.969604
	Iteration 19Q: 3 clusters Score -60187.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60194.500000 Penalty: 652.969604
	Iteration 20F: 3 clusters Score -60194.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60202.929688 Penalty: 652.969604
	Iteration 21Q: 3 clusters Score -60202.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60206.035156 Penalty: 652.969604
	Iteration 22Q: 3 clusters Score -60206.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60207.464844 Penalty: 652.969604
	Iteration 23Q: 3 clusters Score -60207.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60211.437500 Penalty: 652.969604
	Iteration 24Q: 3 clusters Score -60211.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60212.406250 Penalty: 652.969604
	Iteration 25Q: 3 clusters Score -60212.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60212.851562 Penalty: 652.969604
	Iteration 26Q: 3 clusters Score -60212.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60214.562500 Penalty: 652.969604
	Iteration 27Q: 3 clusters Score -60214.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60216.253906 Penalty: 652.969604
	Iteration 28Q: 3 clusters Score -60216.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60216.253906 Penalty: 652.969604
	Iteration 29F: 3 clusters Score -60216.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Entering Unmasked Estep 
Score: -306960.937500 Penalty: 399.887939
	Iteration 0F: 2 clusters Score -306960.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -302542.968750 Penalty: 799.775879
	Iteration 0F: 3 clusters Score -302543 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -304302.687500 Penalty: 799.775879
	Iteration 1F: 3 clusters Score -304302.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -304538.218750 Penalty: 799.775879
	Iteration 2F: 3 clusters Score -304538.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -304828.062500 Penalty: 799.775879
	Iteration 3F: 3 clusters Score -304828.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -305124.218750 Penalty: 799.775879
	Iteration 4F: 3 clusters Score -305124.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -305433.468750 Penalty: 799.775879
	Iteration 5F: 3 clusters Score -305433.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -305753.000000 Penalty: 799.775879
	Iteration 6F: 3 clusters Score -305753 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -305999.000000 Penalty: 799.775879
	Iteration 7F: 3 clusters Score -305999 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -306177.687500 Penalty: 799.775879
	Iteration 8Q: 3 clusters Score -306177.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -306336.656250 Penalty: 799.775879
	Iteration 9Q: 3 clusters Score -306336.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -306449.156250 Penalty: 799.775879
	Iteration 10Q: 3 clusters Score -306449.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -306521.000000 Penalty: 799.775879
	Iteration 11Q: 3 clusters Score -306521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -306573.250000 Penalty: 799.775879
	Iteration 12Q: 3 clusters Score -306573.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -306611.781250 Penalty: 799.775879
	Iteration 13Q: 3 clusters Score -306611.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -306638.781250 Penalty: 799.775879
	Iteration 14Q: 3 clusters Score -306638.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -306653.000000 Penalty: 799.775879
	Iteration 15Q: 3 clusters Score -306653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -306672.000000 Penalty: 799.775879
	Iteration 16Q: 3 clusters Score -306672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -306681.218750 Penalty: 799.775879
	Iteration 17Q: 3 clusters Score -306681.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -306688.875000 Penalty: 799.775879
	Iteration 18Q: 3 clusters Score -306688.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -306692.406250 Penalty: 799.775879
	Iteration 19Q: 3 clusters Score -306692.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -306695.375000 Penalty: 799.775879
	Iteration 20F: 3 clusters Score -306695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -306697.656250 Penalty: 799.775879
	Iteration 21Q: 3 clusters Score -306697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -306699.437500 Penalty: 799.775879
	Iteration 22Q: 3 clusters Score -306699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -306699.593750 Penalty: 799.775879
	Iteration 23Q: 3 clusters Score -306699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -306699.812500 Penalty: 799.775879
	Iteration 24Q: 3 clusters Score -306699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -306699.812500 Penalty: 799.775879
	Iteration 25F: 3 clusters Score -306699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Entering Unmasked Estep 
Score: -2599031.250000 Penalty: 498.027222
	Iteration 0F: 2 clusters Score -2599031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -2560809.250000 Penalty: 996.054443
	Iteration 0F: 3 clusters Score -2560809 nChanged 27451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -2578777.000000 Penalty: 996.054443
	Iteration 1F: 3 clusters Score -2578777 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2580541.750000 Penalty: 996.054443
	Iteration 2F: 3 clusters Score -2580542 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -2582595.250000 Penalty: 996.054443
	Iteration 3F: 3 clusters Score -2582595 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2584491.250000 Penalty: 996.054443
	Iteration 4F: 3 clusters Score -2584491 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -2586063.000000 Penalty: 996.054443
	Iteration 5F: 3 clusters Score -2586063 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -2587047.500000 Penalty: 996.054443
	Iteration 6Q: 3 clusters Score -2587048 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -2587653.250000 Penalty: 996.054443
	Iteration 7Q: 3 clusters Score -2587653 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2588029.750000 Penalty: 996.054443
	Iteration 8Q: 3 clusters Score -2588030 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -2588288.750000 Penalty: 996.054443
	Iteration 9Q: 3 clusters Score -2588289 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -2588464.250000 Penalty: 996.054443
	Iteration 10Q: 3 clusters Score -2588464 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -2588605.000000 Penalty: 996.054443
	Iteration 11Q: 3 clusters Score -2588605 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -2588769.000000 Penalty: 996.054443
	Iteration 12Q: 3 clusters Score -2588769 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -2588919.500000 Penalty: 996.054443
	Iteration 13Q: 3 clusters Score -2588920 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -2589078.500000 Penalty: 996.054443
	Iteration 14Q: 3 clusters Score -2589078 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -2589323.250000 Penalty: 996.054443
	Iteration 15Q: 3 clusters Score -2589323 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -2589639.250000 Penalty: 996.054443
	Iteration 16Q: 3 clusters Score -2589639 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -2590021.500000 Penalty: 996.054443
	Iteration 17Q: 3 clusters Score -2590022 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -2590471.750000 Penalty: 996.054443
	Iteration 18Q: 3 clusters Score -2590472 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -2590925.750000 Penalty: 996.054443
	Iteration 19Q: 3 clusters Score -2590926 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -2591441.750000 Penalty: 996.054443
	Iteration 20F: 3 clusters Score -2591442 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -2591996.250000 Penalty: 996.054443
	Iteration 21Q: 3 clusters Score -2591996 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -2592556.500000 Penalty: 996.054443
	Iteration 22Q: 3 clusters Score -2592556 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -2593105.750000 Penalty: 996.054443
	Iteration 23Q: 3 clusters Score -2593106 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -2593620.500000 Penalty: 996.054443
	Iteration 24Q: 3 clusters Score -2593620 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -2594089.250000 Penalty: 996.054443
	Iteration 25Q: 3 clusters Score -2594089 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -2594567.250000 Penalty: 996.054443
	Iteration 26Q: 3 clusters Score -2594567 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -2594984.250000 Penalty: 996.054443
	Iteration 27Q: 3 clusters Score -2594984 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -2595367.750000 Penalty: 996.054443
	Iteration 28Q: 3 clusters Score -2595368 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -2595704.500000 Penalty: 996.054443
	Iteration 29Q: 3 clusters Score -2595704 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -2596010.750000 Penalty: 996.054443
	Iteration 30Q: 3 clusters Score -2596011 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -2596259.500000 Penalty: 996.054443
	Iteration 31Q: 3 clusters Score -2596260 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -2596497.000000 Penalty: 996.054443
	Iteration 32Q: 3 clusters Score -2596497 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -2596702.000000 Penalty: 996.054443
	Iteration 33Q: 3 clusters Score -2596702 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -2596904.500000 Penalty: 996.054443
	Iteration 34Q: 3 clusters Score -2596904 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -2597055.750000 Penalty: 996.054443
	Iteration 35Q: 3 clusters Score -2597056 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -2597212.000000 Penalty: 996.054443
	Iteration 36Q: 3 clusters Score -2597212 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -2597384.000000 Penalty: 996.054443
	Iteration 37Q: 3 clusters Score -2597384 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -2597541.500000 Penalty: 996.054443
	Iteration 38Q: 3 clusters Score -2597542 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -2597665.000000 Penalty: 996.054443
	Iteration 39Q: 3 clusters Score -2597665 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -2597815.500000 Penalty: 996.054443
	Iteration 40F: 3 clusters Score -2597816 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -2597948.250000 Penalty: 996.054443
	Iteration 41Q: 3 clusters Score -2597948 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -2598056.000000 Penalty: 996.054443
	Iteration 42Q: 3 clusters Score -2598056 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -2598181.500000 Penalty: 996.054443
	Iteration 43Q: 3 clusters Score -2598182 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -2598245.250000 Penalty: 996.054443
	Iteration 44Q: 3 clusters Score -2598245 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -2598297.500000 Penalty: 996.054443
	Iteration 45Q: 3 clusters Score -2598298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -2598339.750000 Penalty: 996.054443
	Iteration 46Q: 3 clusters Score -2598340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -2598375.250000 Penalty: 996.054443
	Iteration 47Q: 3 clusters Score -2598375 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -2598418.000000 Penalty: 996.054443
	Iteration 48Q: 3 clusters Score -2598418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -2598466.000000 Penalty: 996.054443
	Iteration 49Q: 3 clusters Score -2598466 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -2598502.250000 Penalty: 996.054443
	Iteration 50Q: 3 clusters Score -2598502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -2598526.250000 Penalty: 996.054443
	Iteration 51Q: 3 clusters Score -2598526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -2598538.750000 Penalty: 996.054443
	Iteration 52Q: 3 clusters Score -2598539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -2598552.250000 Penalty: 996.054443
	Iteration 53Q: 3 clusters Score -2598552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -2598563.500000 Penalty: 996.054443
	Iteration 54Q: 3 clusters Score -2598564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -2598565.000000 Penalty: 996.054443
	Iteration 55Q: 3 clusters Score -2598565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -2598576.000000 Penalty: 996.054443
	Iteration 56Q: 3 clusters Score -2598576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -2598579.250000 Penalty: 996.054443
	Iteration 57Q: 3 clusters Score -2598579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -2598573.750000 Penalty: 996.054443
	Iteration 58Q: 3 clusters Score -2598574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -2598577.500000 Penalty: 996.054443
	Iteration 59Q: 3 clusters Score -2598578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -2598581.500000 Penalty: 996.054443
	Iteration 60F: 3 clusters Score -2598582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -2598589.250000 Penalty: 996.054443
	Iteration 61Q: 3 clusters Score -2598589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -2598593.500000 Penalty: 996.054443
	Iteration 62Q: 3 clusters Score -2598594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -2598601.250000 Penalty: 996.054443
	Iteration 63Q: 3 clusters Score -2598601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -2598604.000000 Penalty: 996.054443
	Iteration 64Q: 3 clusters Score -2598604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -2598613.750000 Penalty: 996.054443
	Iteration 65Q: 3 clusters Score -2598614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -2598623.250000 Penalty: 996.054443
	Iteration 66Q: 3 clusters Score -2598623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -2598625.250000 Penalty: 996.054443
	Iteration 67Q: 3 clusters Score -2598625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -2598633.000000 Penalty: 996.054443
	Iteration 68Q: 3 clusters Score -2598633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -2598633.500000 Penalty: 996.054443
	Iteration 69Q: 3 clusters Score -2598634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -2598637.500000 Penalty: 996.054443
	Iteration 70Q: 3 clusters Score -2598638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -2598644.750000 Penalty: 996.054443
	Iteration 71Q: 3 clusters Score -2598645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -2598649.500000 Penalty: 996.054443
	Iteration 72Q: 3 clusters Score -2598650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -2598652.750000 Penalty: 996.054443
	Iteration 73Q: 3 clusters Score -2598653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -2598657.250000 Penalty: 996.054443
	Iteration 74Q: 3 clusters Score -2598657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -2598662.750000 Penalty: 996.054443
	Iteration 75Q: 3 clusters Score -2598663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -2598669.000000 Penalty: 996.054443
	Iteration 76Q: 3 clusters Score -2598669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -2598672.000000 Penalty: 996.054443
	Iteration 77Q: 3 clusters Score -2598672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -2598670.500000 Penalty: 996.054443
	Iteration 78Q: 3 clusters Score -2598670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -2598674.000000 Penalty: 996.054443
	Iteration 79Q: 3 clusters Score -2598674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -2598676.750000 Penalty: 996.054443
	Iteration 80F: 3 clusters Score -2598677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -2598679.250000 Penalty: 996.054443
	Iteration 81Q: 3 clusters Score -2598679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -2598681.250000 Penalty: 996.054443
	Iteration 82Q: 3 clusters Score -2598681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -2598683.000000 Penalty: 996.054443
	Iteration 83Q: 3 clusters Score -2598683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -2598684.000000 Penalty: 996.054443
	Iteration 84Q: 3 clusters Score -2598684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -2598684.000000 Penalty: 996.054443
	Iteration 85Q: 3 clusters Score -2598684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -2598686.500000 Penalty: 996.054443
	Iteration 86Q: 3 clusters Score -2598686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -2598687.500000 Penalty: 996.054443
	Iteration 87Q: 3 clusters Score -2598688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -2598685.000000 Penalty: 996.054443
	Iteration 88Q: 3 clusters Score -2598685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -2598685.000000 Penalty: 996.054443
	Iteration 89F: 3 clusters Score -2598685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -22756.619141 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -22756.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22274.826172 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -22274.83 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22382.113281 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -22382.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22405.224609 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -22405.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22419.921875 Penalty: 561.434570
	Iteration 3Q: 3 clusters Score -22419.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22430.193359 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -22430.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22434.373047 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -22434.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22436.345703 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -22436.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22438.119141 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -22438.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22441.431641 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -22441.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22447.800781 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -22447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22449.363281 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -22449.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22450.404297 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -22450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22450.955078 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -22450.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22451.707031 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -22451.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22451.707031 Penalty: 561.434570
	Iteration 14F: 3 clusters Score -22451.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Entering Unmasked Estep 
Score: -259365.859375 Penalty: 391.992828
	Iteration 0F: 2 clusters Score -259365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -255638.921875 Penalty: 783.985657
	Iteration 0F: 3 clusters Score -255638.9 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -257132.546875 Penalty: 783.985657
	Iteration 1F: 3 clusters Score -257132.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -257340.562500 Penalty: 783.985657
	Iteration 2F: 3 clusters Score -257340.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -257553.593750 Penalty: 783.985657
	Iteration 3F: 3 clusters Score -257553.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -257788.546875 Penalty: 783.985657
	Iteration 4F: 3 clusters Score -257788.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -258059.703125 Penalty: 783.985657
	Iteration 5F: 3 clusters Score -258059.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -258324.703125 Penalty: 783.985657
	Iteration 6F: 3 clusters Score -258324.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -258498.437500 Penalty: 783.985657
	Iteration 7F: 3 clusters Score -258498.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -258577.406250 Penalty: 783.985657
	Iteration 8Q: 3 clusters Score -258577.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -258609.625000 Penalty: 783.985657
	Iteration 9Q: 3 clusters Score -258609.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -258621.828125 Penalty: 783.985657
	Iteration 10Q: 3 clusters Score -258621.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -258631.453125 Penalty: 783.985657
	Iteration 11Q: 3 clusters Score -258631.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -258638.218750 Penalty: 783.985657
	Iteration 12Q: 3 clusters Score -258638.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -258645.671875 Penalty: 783.985657
	Iteration 13Q: 3 clusters Score -258645.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -258653.812500 Penalty: 783.985657
	Iteration 14Q: 3 clusters Score -258653.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -258660.484375 Penalty: 783.985657
	Iteration 15Q: 3 clusters Score -258660.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -258668.937500 Penalty: 783.985657
	Iteration 16Q: 3 clusters Score -258668.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -258678.843750 Penalty: 783.985657
	Iteration 17Q: 3 clusters Score -258678.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -258689.843750 Penalty: 783.985657
	Iteration 18Q: 3 clusters Score -258689.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -258702.718750 Penalty: 783.985657
	Iteration 19Q: 3 clusters Score -258702.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -258714.468750 Penalty: 783.985657
	Iteration 20F: 3 clusters Score -258714.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -258729.671875 Penalty: 783.985657
	Iteration 21Q: 3 clusters Score -258729.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -258741.406250 Penalty: 783.985657
	Iteration 22Q: 3 clusters Score -258741.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -258750.203125 Penalty: 783.985657
	Iteration 23Q: 3 clusters Score -258750.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -258757.828125 Penalty: 783.985657
	Iteration 24Q: 3 clusters Score -258757.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -258767.515625 Penalty: 783.985657
	Iteration 25Q: 3 clusters Score -258767.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -258776.484375 Penalty: 783.985657
	Iteration 26Q: 3 clusters Score -258776.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -258786.625000 Penalty: 783.985657
	Iteration 27Q: 3 clusters Score -258786.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -258794.343750 Penalty: 783.985657
	Iteration 28Q: 3 clusters Score -258794.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -258799.921875 Penalty: 783.985657
	Iteration 29Q: 3 clusters Score -258799.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -258806.781250 Penalty: 783.985657
	Iteration 30Q: 3 clusters Score -258806.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -258811.484375 Penalty: 783.985657
	Iteration 31Q: 3 clusters Score -258811.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -258816.718750 Penalty: 783.985657
	Iteration 32Q: 3 clusters Score -258816.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -258820.390625 Penalty: 783.985657
	Iteration 33Q: 3 clusters Score -258820.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -258824.046875 Penalty: 783.985657
	Iteration 34Q: 3 clusters Score -258824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -258827.343750 Penalty: 783.985657
	Iteration 35Q: 3 clusters Score -258827.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -258829.812500 Penalty: 783.985657
	Iteration 36Q: 3 clusters Score -258829.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -258832.421875 Penalty: 783.985657
	Iteration 37Q: 3 clusters Score -258832.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -258833.812500 Penalty: 783.985657
	Iteration 38Q: 3 clusters Score -258833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -258836.156250 Penalty: 783.985657
	Iteration 39Q: 3 clusters Score -258836.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -258837.343750 Penalty: 783.985657
	Iteration 40F: 3 clusters Score -258837.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -258840.468750 Penalty: 783.985657
	Iteration 41Q: 3 clusters Score -258840.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -258841.937500 Penalty: 783.985657
	Iteration 42Q: 3 clusters Score -258841.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -258842.687500 Penalty: 783.985657
	Iteration 43Q: 3 clusters Score -258842.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -258843.687500 Penalty: 783.985657
	Iteration 44Q: 3 clusters Score -258843.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -258844.250000 Penalty: 783.985657
	Iteration 45Q: 3 clusters Score -258844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -258845.109375 Penalty: 783.985657
	Iteration 46Q: 3 clusters Score -258845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -258845.656250 Penalty: 783.985657
	Iteration 47Q: 3 clusters Score -258845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -258846.531250 Penalty: 783.985657
	Iteration 48Q: 3 clusters Score -258846.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -258846.906250 Penalty: 783.985657
	Iteration 49Q: 3 clusters Score -258846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -258847.843750 Penalty: 783.985657
	Iteration 50Q: 3 clusters Score -258847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -258849.093750 Penalty: 783.985657
	Iteration 51Q: 3 clusters Score -258849.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -258850.640625 Penalty: 783.985657
	Iteration 52Q: 3 clusters Score -258850.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -258853.468750 Penalty: 783.985657
	Iteration 53Q: 3 clusters Score -258853.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -258856.921875 Penalty: 783.985657
	Iteration 54Q: 3 clusters Score -258856.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -258858.562500 Penalty: 783.985657
	Iteration 55Q: 3 clusters Score -258858.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -258862.015625 Penalty: 783.985657
	Iteration 56Q: 3 clusters Score -258862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -258863.671875 Penalty: 783.985657
	Iteration 57Q: 3 clusters Score -258863.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -258864.343750 Penalty: 783.985657
	Iteration 58Q: 3 clusters Score -258864.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -258866.265625 Penalty: 783.985657
	Iteration 59Q: 3 clusters Score -258866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -258867.171875 Penalty: 783.985657
	Iteration 60F: 3 clusters Score -258867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -258867.375000 Penalty: 783.985657
	Iteration 61Q: 3 clusters Score -258867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -258869.234375 Penalty: 783.985657
	Iteration 62Q: 3 clusters Score -258869.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -258870.187500 Penalty: 783.985657
	Iteration 63Q: 3 clusters Score -258870.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -258871.375000 Penalty: 783.985657
	Iteration 64Q: 3 clusters Score -258871.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -258872.500000 Penalty: 783.985657
	Iteration 65Q: 3 clusters Score -258872.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -258875.609375 Penalty: 783.985657
	Iteration 66Q: 3 clusters Score -258875.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -258879.500000 Penalty: 783.985657
	Iteration 67Q: 3 clusters Score -258879.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -258883.218750 Penalty: 783.985657
	Iteration 68Q: 3 clusters Score -258883.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -258886.546875 Penalty: 783.985657
	Iteration 69Q: 3 clusters Score -258886.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -258890.546875 Penalty: 783.985657
	Iteration 70Q: 3 clusters Score -258890.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -258894.062500 Penalty: 783.985657
	Iteration 71Q: 3 clusters Score -258894.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -258898.109375 Penalty: 783.985657
	Iteration 72Q: 3 clusters Score -258898.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -258901.437500 Penalty: 783.985657
	Iteration 73Q: 3 clusters Score -258901.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -258902.796875 Penalty: 783.985657
	Iteration 74Q: 3 clusters Score -258902.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -258904.875000 Penalty: 783.985657
	Iteration 75Q: 3 clusters Score -258904.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -258907.937500 Penalty: 783.985657
	Iteration 76Q: 3 clusters Score -258907.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -258912.343750 Penalty: 783.985657
	Iteration 77Q: 3 clusters Score -258912.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -258918.140625 Penalty: 783.985657
	Iteration 78Q: 3 clusters Score -258918.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -258923.875000 Penalty: 783.985657
	Iteration 79Q: 3 clusters Score -258923.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -258930.625000 Penalty: 783.985657
	Iteration 80F: 3 clusters Score -258930.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -258939.421875 Penalty: 783.985657
	Iteration 81Q: 3 clusters Score -258939.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -258950.156250 Penalty: 783.985657
	Iteration 82Q: 3 clusters Score -258950.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -258961.109375 Penalty: 783.985657
	Iteration 83Q: 3 clusters Score -258961.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -258969.500000 Penalty: 783.985657
	Iteration 84Q: 3 clusters Score -258969.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -258978.515625 Penalty: 783.985657
	Iteration 85Q: 3 clusters Score -258978.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -258987.765625 Penalty: 783.985657
	Iteration 86Q: 3 clusters Score -258987.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -258999.765625 Penalty: 783.985657
	Iteration 87Q: 3 clusters Score -258999.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -259008.750000 Penalty: 783.985657
	Iteration 88Q: 3 clusters Score -259008.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -259020.468750 Penalty: 783.985657
	Iteration 89Q: 3 clusters Score -259020.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -259027.203125 Penalty: 783.985657
	Iteration 90Q: 3 clusters Score -259027.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -259031.375000 Penalty: 783.985657
	Iteration 91Q: 3 clusters Score -259031.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -259036.406250 Penalty: 783.985657
	Iteration 92Q: 3 clusters Score -259036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -259040.500000 Penalty: 783.985657
	Iteration 93Q: 3 clusters Score -259040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -259042.953125 Penalty: 783.985657
	Iteration 94Q: 3 clusters Score -259043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -259045.703125 Penalty: 783.985657
	Iteration 95Q: 3 clusters Score -259045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -259048.140625 Penalty: 783.985657
	Iteration 96Q: 3 clusters Score -259048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -259048.859375 Penalty: 783.985657
	Iteration 97Q: 3 clusters Score -259048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -259050.218750 Penalty: 783.985657
	Iteration 98Q: 3 clusters Score -259050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -259050.515625 Penalty: 783.985657
	Iteration 99Q: 3 clusters Score -259050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -259051.921875 Penalty: 783.985657
	Iteration 100F: 3 clusters Score -259051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -259052.578125 Penalty: 783.985657
	Iteration 101Q: 3 clusters Score -259052.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -259052.859375 Penalty: 783.985657
	Iteration 102Q: 3 clusters Score -259052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -259053.187500 Penalty: 783.985657
	Iteration 103Q: 3 clusters Score -259053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -259053.218750 Penalty: 783.985657
	Iteration 104Q: 3 clusters Score -259053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -259053.218750 Penalty: 783.985657
	Iteration 105F: 3 clusters Score -259053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Entering Unmasked Estep 
Score: -452000.281250 Penalty: 413.839691
	Iteration 0F: 2 clusters Score -452000.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -446016.218750 Penalty: 827.679382
	Iteration 0F: 3 clusters Score -446016.2 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -448599.937500 Penalty: 827.679382
	Iteration 1F: 3 clusters Score -448599.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -448926.937500 Penalty: 827.679382
	Iteration 2F: 3 clusters Score -448926.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -449344.781250 Penalty: 827.679382
	Iteration 3F: 3 clusters Score -449344.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -449844.937500 Penalty: 827.679382
	Iteration 4F: 3 clusters Score -449844.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -450296.718750 Penalty: 827.679382
	Iteration 5F: 3 clusters Score -450296.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -450662.812500 Penalty: 827.679382
	Iteration 6Q: 3 clusters Score -450662.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -450906.343750 Penalty: 827.679382
	Iteration 7Q: 3 clusters Score -450906.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -451085.000000 Penalty: 827.679382
	Iteration 8Q: 3 clusters Score -451085 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -451187.093750 Penalty: 827.679382
	Iteration 9Q: 3 clusters Score -451187.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -451247.781250 Penalty: 827.679382
	Iteration 10Q: 3 clusters Score -451247.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -451307.718750 Penalty: 827.679382
	Iteration 11Q: 3 clusters Score -451307.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -451356.500000 Penalty: 827.679382
	Iteration 12Q: 3 clusters Score -451356.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -451402.281250 Penalty: 827.679382
	Iteration 13Q: 3 clusters Score -451402.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -451433.750000 Penalty: 827.679382
	Iteration 14Q: 3 clusters Score -451433.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -451463.218750 Penalty: 827.679382
	Iteration 15Q: 3 clusters Score -451463.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -451490.093750 Penalty: 827.679382
	Iteration 16Q: 3 clusters Score -451490.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -451512.968750 Penalty: 827.679382
	Iteration 17Q: 3 clusters Score -451513 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -451537.562500 Penalty: 827.679382
	Iteration 18Q: 3 clusters Score -451537.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -451571.906250 Penalty: 827.679382
	Iteration 19Q: 3 clusters Score -451571.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -451594.375000 Penalty: 827.679382
	Iteration 20F: 3 clusters Score -451594.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -451617.531250 Penalty: 827.679382
	Iteration 21Q: 3 clusters Score -451617.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -451640.593750 Penalty: 827.679382
	Iteration 22Q: 3 clusters Score -451640.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -451648.500000 Penalty: 827.679382
	Iteration 23Q: 3 clusters Score -451648.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -451652.593750 Penalty: 827.679382
	Iteration 24Q: 3 clusters Score -451652.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -451659.843750 Penalty: 827.679382
	Iteration 25Q: 3 clusters Score -451659.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -451668.531250 Penalty: 827.679382
	Iteration 26Q: 3 clusters Score -451668.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -451676.687500 Penalty: 827.679382
	Iteration 27Q: 3 clusters Score -451676.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -451685.781250 Penalty: 827.679382
	Iteration 28Q: 3 clusters Score -451685.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -451695.656250 Penalty: 827.679382
	Iteration 29Q: 3 clusters Score -451695.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -451709.125000 Penalty: 827.679382
	Iteration 30Q: 3 clusters Score -451709.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -451725.437500 Penalty: 827.679382
	Iteration 31Q: 3 clusters Score -451725.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -451736.093750 Penalty: 827.679382
	Iteration 32Q: 3 clusters Score -451736.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -451743.750000 Penalty: 827.679382
	Iteration 33Q: 3 clusters Score -451743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -451747.031250 Penalty: 827.679382
	Iteration 34Q: 3 clusters Score -451747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -451748.375000 Penalty: 827.679382
	Iteration 35Q: 3 clusters Score -451748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -451749.437500 Penalty: 827.679382
	Iteration 36Q: 3 clusters Score -451749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -451750.250000 Penalty: 827.679382
	Iteration 37F: 3 clusters Score -451750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -451750.000000 Penalty: 827.679382
	Iteration 38Q: 3 clusters Score -451750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -451750.875000 Penalty: 827.679382
	Iteration 39Q: 3 clusters Score -451750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -451750.875000 Penalty: 827.679382
	Iteration 40F: 3 clusters Score -451750.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -15872.407227 Penalty: 266.665771
	Iteration 0F: 2 clusters Score -15872.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15509.973633 Penalty: 533.331543
	Iteration 0F: 3 clusters Score -15509.97 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15789.357422 Penalty: 533.331543
	Iteration 1F: 3 clusters Score -15789.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15954.540039 Penalty: 533.331543
	Iteration 2F: 3 clusters Score -15954.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16123.825195 Penalty: 533.331543
	Iteration 3F: 3 clusters Score -16123.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16368.192383 Penalty: 533.331543
	Iteration 4Q: 3 clusters Score -16368.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16800.677734 Penalty: 533.331543
	Iteration 5Q: 3 clusters Score -16800.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16801.386719 Penalty: 533.331543
	Iteration 6Q: 3 clusters Score -16801.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16801.386719 Penalty: 533.331543
	Iteration 7F: 3 clusters Score -16801.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102405 members 
Mstep: Class 3 contains 18421 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1750 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 216573 members 
Mstep: Class 8 contains 28238 members 
Mstep: Class 9 contains 37003 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6560 members 
Mstep: Class 12 contains 56707 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 8914 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 196 members 
Mstep: Class 18 contains 89608 members 
Mstep: Class 19 contains 90402 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90822 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 129605 members 
Mstep: Class 25 contains 19044 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 90715 members 
Mstep: Class 29 contains 77269 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 3629 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 5426 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 75025 members 
Mstep: Class 40 contains 78832 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 135890 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1025 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1901 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 179012 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 45323 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 85905 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10215 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 17057 members 
Mstep: Class 65 contains 155969 members 
Mstep: Class 66 contains 38447 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 8275 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90681720.000000 Penalty: 50111.023438
Splitting cluster 17 changes total score from -90684328.000000 to -90681720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (89608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Entering Unmasked Estep 
Score: -4427742.500000 Penalty: 518.845581
	Iteration 0F: 2 clusters Score -4427742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -4367288.000000 Penalty: 1037.691162
	Iteration 0F: 3 clusters Score -4367288 nChanged 43775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -4393985.500000 Penalty: 1037.691162
	Iteration 1F: 3 clusters Score -4393986 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -4395418.500000 Penalty: 1037.691162
	Iteration 2Q: 3 clusters Score -4395418 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -4397817.000000 Penalty: 1037.691162
	Iteration 3Q: 3 clusters Score -4397817 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -4401772.500000 Penalty: 1037.691162
	Iteration 4F: 3 clusters Score -4401772 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -4406927.500000 Penalty: 1037.691162
	Iteration 5F: 3 clusters Score -4406928 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -4410149.000000 Penalty: 1037.691162
	Iteration 6F: 3 clusters Score -4410149 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -4411169.500000 Penalty: 1037.691162
	Iteration 7Q: 3 clusters Score -4411170 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -4411427.500000 Penalty: 1037.691162
	Iteration 8Q: 3 clusters Score -4411428 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4411604.000000 Penalty: 1037.691162
	Iteration 9Q: 3 clusters Score -4411604 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4411765.000000 Penalty: 1037.691162
	Iteration 10Q: 3 clusters Score -4411765 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -4411957.500000 Penalty: 1037.691162
	Iteration 11Q: 3 clusters Score -4411958 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4412185.500000 Penalty: 1037.691162
	Iteration 12Q: 3 clusters Score -4412186 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -4412481.000000 Penalty: 1037.691162
	Iteration 13Q: 3 clusters Score -4412481 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -4412854.500000 Penalty: 1037.691162
	Iteration 14Q: 3 clusters Score -4412854 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -4413259.500000 Penalty: 1037.691162
	Iteration 15Q: 3 clusters Score -4413260 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -4413746.000000 Penalty: 1037.691162
	Iteration 16Q: 3 clusters Score -4413746 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -4414285.000000 Penalty: 1037.691162
	Iteration 17Q: 3 clusters Score -4414285 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -4414868.000000 Penalty: 1037.691162
	Iteration 18Q: 3 clusters Score -4414868 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4415517.500000 Penalty: 1037.691162
	Iteration 19Q: 3 clusters Score -4415518 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4416166.500000 Penalty: 1037.691162
	Iteration 20F: 3 clusters Score -4416166 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4416969.000000 Penalty: 1037.691162
	Iteration 21Q: 3 clusters Score -4416969 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -4417803.500000 Penalty: 1037.691162
	Iteration 22Q: 3 clusters Score -4417804 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4418560.000000 Penalty: 1037.691162
	Iteration 23Q: 3 clusters Score -4418560 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -4419372.000000 Penalty: 1037.691162
	Iteration 24Q: 3 clusters Score -4419372 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -4420208.000000 Penalty: 1037.691162
	Iteration 25Q: 3 clusters Score -4420208 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -4421061.500000 Penalty: 1037.691162
	Iteration 26Q: 3 clusters Score -4421062 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -4421930.500000 Penalty: 1037.691162
	Iteration 27Q: 3 clusters Score -4421930 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -4422786.500000 Penalty: 1037.691162
	Iteration 28Q: 3 clusters Score -4422786 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -4423568.000000 Penalty: 1037.691162
	Iteration 29Q: 3 clusters Score -4423568 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83538 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -4424265.500000 Penalty: 1037.691162
	Iteration 30Q: 3 clusters Score -4424266 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4424871.500000 Penalty: 1037.691162
	Iteration 31Q: 3 clusters Score -4424872 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4425401.500000 Penalty: 1037.691162
	Iteration 32Q: 3 clusters Score -4425402 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85819 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -4425833.500000 Penalty: 1037.691162
	Iteration 33Q: 3 clusters Score -4425834 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4426163.500000 Penalty: 1037.691162
	Iteration 34Q: 3 clusters Score -4426164 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4426418.500000 Penalty: 1037.691162
	Iteration 35Q: 3 clusters Score -4426418 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4426620.500000 Penalty: 1037.691162
	Iteration 36Q: 3 clusters Score -4426620 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4426762.000000 Penalty: 1037.691162
	Iteration 37Q: 3 clusters Score -4426762 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4426861.000000 Penalty: 1037.691162
	Iteration 38Q: 3 clusters Score -4426861 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4426948.500000 Penalty: 1037.691162
	Iteration 39Q: 3 clusters Score -4426948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4427007.500000 Penalty: 1037.691162
	Iteration 40F: 3 clusters Score -4427008 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4427052.000000 Penalty: 1037.691162
	Iteration 41Q: 3 clusters Score -4427052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4427092.000000 Penalty: 1037.691162
	Iteration 42Q: 3 clusters Score -4427092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4427131.000000 Penalty: 1037.691162
	Iteration 43Q: 3 clusters Score -4427131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4427150.000000 Penalty: 1037.691162
	Iteration 44Q: 3 clusters Score -4427150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4427164.500000 Penalty: 1037.691162
	Iteration 45Q: 3 clusters Score -4427164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4427172.500000 Penalty: 1037.691162
	Iteration 46Q: 3 clusters Score -4427172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4427181.000000 Penalty: 1037.691162
	Iteration 47Q: 3 clusters Score -4427181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4427193.000000 Penalty: 1037.691162
	Iteration 48Q: 3 clusters Score -4427193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4427214.500000 Penalty: 1037.691162
	Iteration 49Q: 3 clusters Score -4427214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88525 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4427226.500000 Penalty: 1037.691162
	Iteration 50Q: 3 clusters Score -4427226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4427231.000000 Penalty: 1037.691162
	Iteration 51Q: 3 clusters Score -4427231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4427239.500000 Penalty: 1037.691162
	Iteration 52Q: 3 clusters Score -4427240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4427241.500000 Penalty: 1037.691162
	Iteration 53Q: 3 clusters Score -4427242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4427239.500000 Penalty: 1037.691162
	Iteration 54Q: 3 clusters Score -4427240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88570 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4427241.500000 Penalty: 1037.691162
	Iteration 55Q: 3 clusters Score -4427242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4427248.500000 Penalty: 1037.691162
	Iteration 56Q: 3 clusters Score -4427248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4427253.000000 Penalty: 1037.691162
	Iteration 57Q: 3 clusters Score -4427253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4427257.500000 Penalty: 1037.691162
	Iteration 58Q: 3 clusters Score -4427258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4427261.500000 Penalty: 1037.691162
	Iteration 59Q: 3 clusters Score -4427262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4427271.000000 Penalty: 1037.691162
	Iteration 60F: 3 clusters Score -4427271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4427274.000000 Penalty: 1037.691162
	Iteration 61Q: 3 clusters Score -4427274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4427276.500000 Penalty: 1037.691162
	Iteration 62Q: 3 clusters Score -4427276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4427276.000000 Penalty: 1037.691162
	Iteration 63Q: 3 clusters Score -4427276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4427277.500000 Penalty: 1037.691162
	Iteration 64Q: 3 clusters Score -4427278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4427275.500000 Penalty: 1037.691162
	Iteration 65Q: 3 clusters Score -4427276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88660 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4427273.000000 Penalty: 1037.691162
	Iteration 66Q: 3 clusters Score -4427273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4427275.500000 Penalty: 1037.691162
	Iteration 67Q: 3 clusters Score -4427276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4427272.000000 Penalty: 1037.691162
	Iteration 68Q: 3 clusters Score -4427272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4427272.000000 Penalty: 1037.691162
	Iteration 69Q: 3 clusters Score -4427272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4427273.000000 Penalty: 1037.691162
	Iteration 70Q: 3 clusters Score -4427273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4427274.500000 Penalty: 1037.691162
	Iteration 71Q: 3 clusters Score -4427274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4427274.500000 Penalty: 1037.691162
	Iteration 72Q: 3 clusters Score -4427274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4427274.500000 Penalty: 1037.691162
	Iteration 73Q: 3 clusters Score -4427274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4427274.500000 Penalty: 1037.691162
	Iteration 74Q: 3 clusters Score -4427274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4427274.500000 Penalty: 1037.691162
	Iteration 75F: 3 clusters Score -4427274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90402 members 
Entering Unmasked Estep 
Score: -4401583.000000 Penalty: 519.247009
	Iteration 0F: 2 clusters Score -4401583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -4340752.000000 Penalty: 1038.494019
	Iteration 0F: 3 clusters Score -4340752 nChanged 44080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -4366850.500000 Penalty: 1038.494019
	Iteration 1F: 3 clusters Score -4366850 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4368181.000000 Penalty: 1038.494019
	Iteration 2Q: 3 clusters Score -4368181 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4370416.000000 Penalty: 1038.494019
	Iteration 3F: 3 clusters Score -4370416 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -4374250.500000 Penalty: 1038.494019
	Iteration 4F: 3 clusters Score -4374250 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -4380174.000000 Penalty: 1038.494019
	Iteration 5F: 3 clusters Score -4380174 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -4387769.500000 Penalty: 1038.494019
	Iteration 6F: 3 clusters Score -4387770 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -4394539.500000 Penalty: 1038.494019
	Iteration 7F: 3 clusters Score -4394540 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4398580.500000 Penalty: 1038.494019
	Iteration 8Q: 3 clusters Score -4398580 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4400222.500000 Penalty: 1038.494019
	Iteration 9Q: 3 clusters Score -4400222 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4400780.500000 Penalty: 1038.494019
	Iteration 10Q: 3 clusters Score -4400780 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4400994.500000 Penalty: 1038.494019
	Iteration 11Q: 3 clusters Score -4400994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4401073.000000 Penalty: 1038.494019
	Iteration 12Q: 3 clusters Score -4401073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4401103.000000 Penalty: 1038.494019
	Iteration 13Q: 3 clusters Score -4401103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4401128.500000 Penalty: 1038.494019
	Iteration 14Q: 3 clusters Score -4401128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90301 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4401134.000000 Penalty: 1038.494019
	Iteration 15Q: 3 clusters Score -4401134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4401135.500000 Penalty: 1038.494019
	Iteration 16Q: 3 clusters Score -4401136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90307 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4401140.000000 Penalty: 1038.494019
	Iteration 17Q: 3 clusters Score -4401140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4401145.000000 Penalty: 1038.494019
	Iteration 18Q: 3 clusters Score -4401145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4401154.000000 Penalty: 1038.494019
	Iteration 19Q: 3 clusters Score -4401154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4401158.500000 Penalty: 1038.494019
	Iteration 20F: 3 clusters Score -4401158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4401170.000000 Penalty: 1038.494019
	Iteration 21Q: 3 clusters Score -4401170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4401172.500000 Penalty: 1038.494019
	Iteration 22Q: 3 clusters Score -4401172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4401180.500000 Penalty: 1038.494019
	Iteration 23Q: 3 clusters Score -4401180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4401185.500000 Penalty: 1038.494019
	Iteration 24Q: 3 clusters Score -4401186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4401186.500000 Penalty: 1038.494019
	Iteration 25Q: 3 clusters Score -4401186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4401186.500000 Penalty: 1038.494019
	Iteration 26F: 3 clusters Score -4401186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -10177.577148 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -10177.58 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 152 members 
Entering Unmasked Estep 
Score: -9823.430664 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -9823.431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9960.802734 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -9960.803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10000.036133 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -10000.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10023.250000 Penalty: 516.584595
	Iteration 3Q: 3 clusters Score -10023.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10038.860352 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -10038.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10042.840820 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -10042.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10045.456055 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -10045.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10048.241211 Penalty: 516.584595
	Iteration 7Q: 3 clusters Score -10048.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10052.163086 Penalty: 516.584595
	Iteration 8Q: 3 clusters Score -10052.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10053.840820 Penalty: 516.584595
	Iteration 9Q: 3 clusters Score -10053.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10059.157227 Penalty: 516.584595
	Iteration 10Q: 3 clusters Score -10059.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10060.644531 Penalty: 516.584595
	Iteration 11Q: 3 clusters Score -10060.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10062.528320 Penalty: 516.584595
	Iteration 12Q: 3 clusters Score -10062.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10062.528320 Penalty: 516.584595
	Iteration 13F: 3 clusters Score -10062.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (90822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Entering Unmasked Estep 
Score: -4339595.000000 Penalty: 519.457886
	Iteration 0F: 2 clusters Score -4339595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -4278586.000000 Penalty: 1038.915771
	Iteration 0F: 3 clusters Score -4278586 nChanged 44261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -4305151.000000 Penalty: 1038.915771
	Iteration 1F: 3 clusters Score -4305151 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -4306145.500000 Penalty: 1038.915771
	Iteration 2Q: 3 clusters Score -4306146 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -4307979.000000 Penalty: 1038.915771
	Iteration 3Q: 3 clusters Score -4307979 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -4311519.500000 Penalty: 1038.915771
	Iteration 4F: 3 clusters Score -4311520 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -4317483.500000 Penalty: 1038.915771
	Iteration 5F: 3 clusters Score -4317484 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -4323693.500000 Penalty: 1038.915771
	Iteration 6F: 3 clusters Score -4323694 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -4326710.500000 Penalty: 1038.915771
	Iteration 7F: 3 clusters Score -4326710 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -4328022.500000 Penalty: 1038.915771
	Iteration 8Q: 3 clusters Score -4328022 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -4328972.500000 Penalty: 1038.915771
	Iteration 9Q: 3 clusters Score -4328972 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -4329945.500000 Penalty: 1038.915771
	Iteration 10Q: 3 clusters Score -4329946 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -4330914.000000 Penalty: 1038.915771
	Iteration 11Q: 3 clusters Score -4330914 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -4331963.000000 Penalty: 1038.915771
	Iteration 12Q: 3 clusters Score -4331963 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -4333091.500000 Penalty: 1038.915771
	Iteration 13Q: 3 clusters Score -4333092 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -4334378.500000 Penalty: 1038.915771
	Iteration 14Q: 3 clusters Score -4334378 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -4335711.000000 Penalty: 1038.915771
	Iteration 15Q: 3 clusters Score -4335711 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -4336766.500000 Penalty: 1038.915771
	Iteration 16Q: 3 clusters Score -4336766 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -4337453.000000 Penalty: 1038.915771
	Iteration 17Q: 3 clusters Score -4337453 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -4337831.500000 Penalty: 1038.915771
	Iteration 18Q: 3 clusters Score -4337832 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -4338068.500000 Penalty: 1038.915771
	Iteration 19Q: 3 clusters Score -4338068 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -4338334.500000 Penalty: 1038.915771
	Iteration 20F: 3 clusters Score -4338334 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -4338437.000000 Penalty: 1038.915771
	Iteration 21Q: 3 clusters Score -4338437 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4338468 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4338488 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -4338483.000000 Penalty: 1038.915771
	Iteration 24Q: 3 clusters Score -4338483 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -4338489.000000 Penalty: 1038.915771
	Iteration 25Q: 3 clusters Score -4338489 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -4338496.500000 Penalty: 1038.915771
	Iteration 26Q: 3 clusters Score -4338496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -4338502.000000 Penalty: 1038.915771
	Iteration 27Q: 3 clusters Score -4338502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -4338508.000000 Penalty: 1038.915771
	Iteration 28Q: 3 clusters Score -4338508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -4338515.500000 Penalty: 1038.915771
	Iteration 29Q: 3 clusters Score -4338516 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -4338514.000000 Penalty: 1038.915771
	Iteration 30Q: 3 clusters Score -4338514 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -4338512.500000 Penalty: 1038.915771
	Iteration 31Q: 3 clusters Score -4338512 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -4338522.000000 Penalty: 1038.915771
	Iteration 32Q: 3 clusters Score -4338522 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -4338528.500000 Penalty: 1038.915771
	Iteration 33Q: 3 clusters Score -4338528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -4338516.500000 Penalty: 1038.915771
	Iteration 34Q: 3 clusters Score -4338516 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -4338520.000000 Penalty: 1038.915771
	Iteration 35Q: 3 clusters Score -4338520 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4338520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -4338530.500000 Penalty: 1038.915771
	Iteration 37Q: 3 clusters Score -4338530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -4338531.000000 Penalty: 1038.915771
	Iteration 38Q: 3 clusters Score -4338531 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -4338526.000000 Penalty: 1038.915771
	Iteration 39Q: 3 clusters Score -4338526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -4338521.000000 Penalty: 1038.915771
	Iteration 40F: 3 clusters Score -4338521 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -4338538.500000 Penalty: 1038.915771
	Iteration 41Q: 3 clusters Score -4338538 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4338535.000000 Penalty: 1038.915771
	Iteration 42Q: 3 clusters Score -4338535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -4338537.500000 Penalty: 1038.915771
	Iteration 43Q: 3 clusters Score -4338538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4338538 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -4338536.500000 Penalty: 1038.915771
	Iteration 45Q: 3 clusters Score -4338536 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -4338534.000000 Penalty: 1038.915771
	Iteration 46Q: 3 clusters Score -4338534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -4338542.000000 Penalty: 1038.915771
	Iteration 47Q: 3 clusters Score -4338542 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -4338541.500000 Penalty: 1038.915771
	Iteration 48Q: 3 clusters Score -4338542 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -4338546.000000 Penalty: 1038.915771
	Iteration 49Q: 3 clusters Score -4338546 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -4338545.500000 Penalty: 1038.915771
	Iteration 50Q: 3 clusters Score -4338546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -4338553.500000 Penalty: 1038.915771
	Iteration 51Q: 3 clusters Score -4338554 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4338554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4338552 nChanged 87
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Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4338559 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50091 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4338550 nChanged 71
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Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4338546 nChanged 76
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Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4338554 nChanged 64
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Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4338566 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -4338563.500000 Penalty: 1038.915771
	Iteration 59Q: 3 clusters Score -4338564 nChanged 60
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Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -4338570.000000 Penalty: 1038.915771
	Iteration 60F: 3 clusters Score -4338570 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4338571 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4338568 nChanged 48
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Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4338570 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4338572.500000 Penalty: 1038.915771
	Iteration 64Q: 3 clusters Score -4338572 nChanged 35
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Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -4338584.500000 Penalty: 1038.915771
	Iteration 65Q: 3 clusters Score -4338584 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -4338591.500000 Penalty: 1038.915771
	Iteration 66Q: 3 clusters Score -4338592 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -4338596.500000 Penalty: 1038.915771
	Iteration 67Q: 3 clusters Score -4338596 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4338592 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50810 members 
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Entering Unmasked Estep 
Score: -4338598.000000 Penalty: 1038.915771
	Iteration 69Q: 3 clusters Score -4338598 nChanged 30
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Mstep: Class 1 contains 50840 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4338590 nChanged 35
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Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4338586 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50911 members 
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Entering Unmasked Estep 
Score: -4338601.500000 Penalty: 1038.915771
	Iteration 72Q: 3 clusters Score -4338602 nChanged 31
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Mstep: Class 1 contains 50942 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4338601 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -4338604.500000 Penalty: 1038.915771
	Iteration 74Q: 3 clusters Score -4338604 nChanged 35
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Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4338596 nChanged 38
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Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4338598 nChanged 42
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Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4338600 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4338586 nChanged 50
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Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4338590 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4338588.000000 Penalty: 1038.915771
	Iteration 80F: 3 clusters Score -4338588 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4338588 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -4338591.000000 Penalty: 1038.915771
	Iteration 82Q: 3 clusters Score -4338591 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51376 members 
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Entering Unmasked Estep 
Score: -4338594.500000 Penalty: 1038.915771
	Iteration 83Q: 3 clusters Score -4338594 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51419 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4338588 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51459 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4338589 nChanged 36
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4338582 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51528 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4338584 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4338578 nChanged 30
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Mstep: Class 1 contains 51592 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4338581 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51618 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4338585 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51649 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4338583 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51683 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4338578 nChanged 36
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4338585 nChanged 43
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	Iteration 94Q: 3 clusters Score -4338586 nChanged 40
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	Iteration 95Q: 3 clusters Score -4338583 nChanged 49
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4338578 nChanged 62
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	Iteration 97Q: 3 clusters Score -4338574 nChanged 61
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	Iteration 98Q: 3 clusters Score -4338572 nChanged 65
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	Iteration 99Q: 3 clusters Score -4338572 nChanged 74
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Mstep: Class 1 contains 52113 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4338574 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52198 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4338573 nChanged 70
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Mstep: Class 1 contains 52268 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4338574 nChanged 86
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4338592 nChanged 92
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Mstep: Class 1 contains 52446 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4338591 nChanged 85
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4338590 nChanged 70
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4338592 nChanged 78
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4338609 nChanged 75
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4338613 nChanged 78
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4338626 nChanged 62
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4338633.500000 Penalty: 1038.915771
	Iteration 110Q: 3 clusters Score -4338634 nChanged 58
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4338632 nChanged 59
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4338623.000000 Penalty: 1038.915771
	Iteration 112Q: 3 clusters Score -4338623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -4338627.000000 Penalty: 1038.915771
	Iteration 113Q: 3 clusters Score -4338627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -4338636.500000 Penalty: 1038.915771
	Iteration 114Q: 3 clusters Score -4338636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -4338633.000000 Penalty: 1038.915771
	Iteration 115Q: 3 clusters Score -4338633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -4338630.000000 Penalty: 1038.915771
	Iteration 116Q: 3 clusters Score -4338630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -4338634.500000 Penalty: 1038.915771
	Iteration 117Q: 3 clusters Score -4338634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4338630.500000 Penalty: 1038.915771
	Iteration 118Q: 3 clusters Score -4338630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -4338630.500000 Penalty: 1038.915771
	Iteration 119Q: 3 clusters Score -4338630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -4338645.000000 Penalty: 1038.915771
	Iteration 120F: 3 clusters Score -4338645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -4338639.500000 Penalty: 1038.915771
	Iteration 121Q: 3 clusters Score -4338640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4338641.500000 Penalty: 1038.915771
	Iteration 122Q: 3 clusters Score -4338642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -4338638.000000 Penalty: 1038.915771
	Iteration 123Q: 3 clusters Score -4338638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -4338643.500000 Penalty: 1038.915771
	Iteration 124Q: 3 clusters Score -4338644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -4338641.000000 Penalty: 1038.915771
	Iteration 125Q: 3 clusters Score -4338641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -4338652.500000 Penalty: 1038.915771
	Iteration 126Q: 3 clusters Score -4338652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -4338654.000000 Penalty: 1038.915771
	Iteration 127Q: 3 clusters Score -4338654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4338653.000000 Penalty: 1038.915771
	Iteration 128Q: 3 clusters Score -4338653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -4338657.000000 Penalty: 1038.915771
	Iteration 129Q: 3 clusters Score -4338657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -4338657.000000 Penalty: 1038.915771
	Iteration 130Q: 3 clusters Score -4338657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -4338660.000000 Penalty: 1038.915771
	Iteration 131Q: 3 clusters Score -4338660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -4338660.500000 Penalty: 1038.915771
	Iteration 132Q: 3 clusters Score -4338660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -4338668.500000 Penalty: 1038.915771
	Iteration 133Q: 3 clusters Score -4338668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4338664.500000 Penalty: 1038.915771
	Iteration 134Q: 3 clusters Score -4338664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4338675.000000 Penalty: 1038.915771
	Iteration 135Q: 3 clusters Score -4338675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4338677.500000 Penalty: 1038.915771
	Iteration 136Q: 3 clusters Score -4338678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4338670.500000 Penalty: 1038.915771
	Iteration 137Q: 3 clusters Score -4338670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -4338669.500000 Penalty: 1038.915771
	Iteration 138Q: 3 clusters Score -4338670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4338667.500000 Penalty: 1038.915771
	Iteration 139Q: 3 clusters Score -4338668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -4338664.000000 Penalty: 1038.915771
	Iteration 140F: 3 clusters Score -4338664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -4338667.000000 Penalty: 1038.915771
	Iteration 141Q: 3 clusters Score -4338667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4338658.500000 Penalty: 1038.915771
	Iteration 142Q: 3 clusters Score -4338658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -4338659.000000 Penalty: 1038.915771
	Iteration 143Q: 3 clusters Score -4338659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -4338664.000000 Penalty: 1038.915771
	Iteration 144Q: 3 clusters Score -4338664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4338663.000000 Penalty: 1038.915771
	Iteration 145Q: 3 clusters Score -4338663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4338666.500000 Penalty: 1038.915771
	Iteration 146Q: 3 clusters Score -4338666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -4338663.500000 Penalty: 1038.915771
	Iteration 147Q: 3 clusters Score -4338664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -4338656.000000 Penalty: 1038.915771
	Iteration 148Q: 3 clusters Score -4338656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -4338651.000000 Penalty: 1038.915771
	Iteration 149Q: 3 clusters Score -4338651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -4338655.500000 Penalty: 1038.915771
	Iteration 150Q: 3 clusters Score -4338656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -4338651.000000 Penalty: 1038.915771
	Iteration 151Q: 3 clusters Score -4338651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4338654.000000 Penalty: 1038.915771
	Iteration 152Q: 3 clusters Score -4338654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4338662.000000 Penalty: 1038.915771
	Iteration 153Q: 3 clusters Score -4338662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4338670.000000 Penalty: 1038.915771
	Iteration 154Q: 3 clusters Score -4338670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4338678.000000 Penalty: 1038.915771
	Iteration 155Q: 3 clusters Score -4338678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -4338670.000000 Penalty: 1038.915771
	Iteration 156Q: 3 clusters Score -4338670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4338671.500000 Penalty: 1038.915771
	Iteration 157Q: 3 clusters Score -4338672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4338658.000000 Penalty: 1038.915771
	Iteration 158Q: 3 clusters Score -4338658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4338656.000000 Penalty: 1038.915771
	Iteration 159Q: 3 clusters Score -4338656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4338654.500000 Penalty: 1038.915771
	Iteration 160F: 3 clusters Score -4338654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4338654.500000 Penalty: 1038.915771
	Iteration 161Q: 3 clusters Score -4338654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -4338651.500000 Penalty: 1038.915771
	Iteration 162Q: 3 clusters Score -4338652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4338652.000000 Penalty: 1038.915771
	Iteration 163Q: 3 clusters Score -4338652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -4338651.000000 Penalty: 1038.915771
	Iteration 164Q: 3 clusters Score -4338651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -4338653.500000 Penalty: 1038.915771
	Iteration 165Q: 3 clusters Score -4338654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4338651.000000 Penalty: 1038.915771
	Iteration 166Q: 3 clusters Score -4338651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -4338647.000000 Penalty: 1038.915771
	Iteration 167Q: 3 clusters Score -4338647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4338651.000000 Penalty: 1038.915771
	Iteration 168Q: 3 clusters Score -4338651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4338650.000000 Penalty: 1038.915771
	Iteration 169Q: 3 clusters Score -4338650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4338646.000000 Penalty: 1038.915771
	Iteration 170Q: 3 clusters Score -4338646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4338649.500000 Penalty: 1038.915771
	Iteration 171Q: 3 clusters Score -4338650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -4338648.500000 Penalty: 1038.915771
	Iteration 172Q: 3 clusters Score -4338648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -4338649.500000 Penalty: 1038.915771
	Iteration 173Q: 3 clusters Score -4338650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4338651.000000 Penalty: 1038.915771
	Iteration 174Q: 3 clusters Score -4338651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4338651.000000 Penalty: 1038.915771
	Iteration 175F: 3 clusters Score -4338651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -44919.738281 Penalty: 313.937408
	Iteration 0F: 2 clusters Score -44919.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -44112.000000 Penalty: 627.874817
	Iteration 0F: 3 clusters Score -44112 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -44336.433594 Penalty: 627.874817
	Iteration 1F: 3 clusters Score -44336.43 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -44386.355469 Penalty: 627.874817
	Iteration 2F: 3 clusters Score -44386.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -44428.359375 Penalty: 627.874817
	Iteration 3F: 3 clusters Score -44428.36 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -44476.980469 Penalty: 627.874817
	Iteration 4F: 3 clusters Score -44476.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44518.210938 Penalty: 627.874817
	Iteration 5F: 3 clusters Score -44518.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -44559.148438 Penalty: 627.874817
	Iteration 6Q: 3 clusters Score -44559.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -44576.753906 Penalty: 627.874817
	Iteration 7Q: 3 clusters Score -44576.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -44586.695312 Penalty: 627.874817
	Iteration 8Q: 3 clusters Score -44586.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44597.816406 Penalty: 627.874817
	Iteration 9Q: 3 clusters Score -44597.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44616.312500 Penalty: 627.874817
	Iteration 10Q: 3 clusters Score -44616.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44645.449219 Penalty: 627.874817
	Iteration 11Q: 3 clusters Score -44645.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44669.074219 Penalty: 627.874817
	Iteration 12Q: 3 clusters Score -44669.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -44693.835938 Penalty: 627.874817
	Iteration 13Q: 3 clusters Score -44693.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -44716.281250 Penalty: 627.874817
	Iteration 14Q: 3 clusters Score -44716.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -44726.273438 Penalty: 627.874817
	Iteration 15Q: 3 clusters Score -44726.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -44739.035156 Penalty: 627.874817
	Iteration 16Q: 3 clusters Score -44739.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -44748.429688 Penalty: 627.874817
	Iteration 17Q: 3 clusters Score -44748.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44756.054688 Penalty: 627.874817
	Iteration 18Q: 3 clusters Score -44756.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -44757.722656 Penalty: 627.874817
	Iteration 19Q: 3 clusters Score -44757.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -44758.464844 Penalty: 627.874817
	Iteration 20F: 3 clusters Score -44758.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -44760.519531 Penalty: 627.874817
	Iteration 21Q: 3 clusters Score -44760.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -44762.960938 Penalty: 627.874817
	Iteration 22Q: 3 clusters Score -44762.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -44764.183594 Penalty: 627.874817
	Iteration 23Q: 3 clusters Score -44764.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -44764.507812 Penalty: 627.874817
	Iteration 24Q: 3 clusters Score -44764.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -44765.093750 Penalty: 627.874817
	Iteration 25Q: 3 clusters Score -44765.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -44765.683594 Penalty: 627.874817
	Iteration 26Q: 3 clusters Score -44765.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -44765.960938 Penalty: 627.874817
	Iteration 27Q: 3 clusters Score -44765.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -44766.167969 Penalty: 627.874817
	Iteration 28Q: 3 clusters Score -44766.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -44766.167969 Penalty: 627.874817
	Iteration 29F: 3 clusters Score -44766.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -127694.109375 Penalty: 357.356689
	Iteration 0F: 2 clusters Score -127694.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -125849.140625 Penalty: 714.713379
	Iteration 0F: 3 clusters Score -125849.1 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -126539.828125 Penalty: 714.713379
	Iteration 1F: 3 clusters Score -126539.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -126685.812500 Penalty: 714.713379
	Iteration 2F: 3 clusters Score -126685.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -126831.031250 Penalty: 714.713379
	Iteration 3F: 3 clusters Score -126831 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -127000.343750 Penalty: 714.713379
	Iteration 4F: 3 clusters Score -127000.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -127143.968750 Penalty: 714.713379
	Iteration 5F: 3 clusters Score -127144 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -127253.601562 Penalty: 714.713379
	Iteration 6Q: 3 clusters Score -127253.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -127319.656250 Penalty: 714.713379
	Iteration 7Q: 3 clusters Score -127319.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -127375.664062 Penalty: 714.713379
	Iteration 8Q: 3 clusters Score -127375.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -127402.679688 Penalty: 714.713379
	Iteration 9Q: 3 clusters Score -127402.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -127422.312500 Penalty: 714.713379
	Iteration 10Q: 3 clusters Score -127422.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -127437.734375 Penalty: 714.713379
	Iteration 11Q: 3 clusters Score -127437.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -127447.171875 Penalty: 714.713379
	Iteration 12Q: 3 clusters Score -127447.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -127455.015625 Penalty: 714.713379
	Iteration 13Q: 3 clusters Score -127455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -127459.117188 Penalty: 714.713379
	Iteration 14Q: 3 clusters Score -127459.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -127460.773438 Penalty: 714.713379
	Iteration 15Q: 3 clusters Score -127460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -127461.203125 Penalty: 714.713379
	Iteration 16Q: 3 clusters Score -127461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -127461.343750 Penalty: 714.713379
	Iteration 17Q: 3 clusters Score -127461.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -127461.882812 Penalty: 714.713379
	Iteration 18Q: 3 clusters Score -127461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -127462.406250 Penalty: 714.713379
	Iteration 19Q: 3 clusters Score -127462.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -127463.828125 Penalty: 714.713379
	Iteration 20F: 3 clusters Score -127463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -127464.476562 Penalty: 714.713379
	Iteration 21Q: 3 clusters Score -127464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -127464.835938 Penalty: 714.713379
	Iteration 22Q: 3 clusters Score -127464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -127465.781250 Penalty: 714.713379
	Iteration 23Q: 3 clusters Score -127465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -127466.476562 Penalty: 714.713379
	Iteration 24Q: 3 clusters Score -127466.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -127467.101562 Penalty: 714.713379
	Iteration 25Q: 3 clusters Score -127467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -127467.195312 Penalty: 714.713379
	Iteration 26Q: 3 clusters Score -127467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -127467.640625 Penalty: 714.713379
	Iteration 27Q: 3 clusters Score -127467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -127468.773438 Penalty: 714.713379
	Iteration 28Q: 3 clusters Score -127468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -127469.484375 Penalty: 714.713379
	Iteration 29Q: 3 clusters Score -127469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -127469.789062 Penalty: 714.713379
	Iteration 30Q: 3 clusters Score -127469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -127470.093750 Penalty: 714.713379
	Iteration 31Q: 3 clusters Score -127470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -127470.429688 Penalty: 714.713379
	Iteration 32Q: 3 clusters Score -127470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -127471.257812 Penalty: 714.713379
	Iteration 33Q: 3 clusters Score -127471.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -127471.835938 Penalty: 714.713379
	Iteration 34Q: 3 clusters Score -127471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -127472.664062 Penalty: 714.713379
	Iteration 35Q: 3 clusters Score -127472.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -127472.984375 Penalty: 714.713379
	Iteration 36Q: 3 clusters Score -127473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -127473.867188 Penalty: 714.713379
	Iteration 37Q: 3 clusters Score -127473.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -127473.937500 Penalty: 714.713379
	Iteration 38Q: 3 clusters Score -127473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -127473.976562 Penalty: 714.713379
	Iteration 39Q: 3 clusters Score -127474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -127474.031250 Penalty: 714.713379
	Iteration 40F: 3 clusters Score -127474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -127474.312500 Penalty: 714.713379
	Iteration 41Q: 3 clusters Score -127474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -127474.515625 Penalty: 714.713379
	Iteration 42Q: 3 clusters Score -127474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -127474.710938 Penalty: 714.713379
	Iteration 43Q: 3 clusters Score -127474.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -127474.968750 Penalty: 714.713379
	Iteration 44Q: 3 clusters Score -127475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -127474.968750 Penalty: 714.713379
	Iteration 45F: 3 clusters Score -127475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (129605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Entering Unmasked Estep 
Score: -6578719.500000 Penalty: 535.637207
	Iteration 0F: 2 clusters Score -6578720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -6495636.500000 Penalty: 1071.274414
	Iteration 0F: 3 clusters Score -6495636 nChanged 63408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -6536640.000000 Penalty: 1071.274414
	Iteration 1F: 3 clusters Score -6536640 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -6539970.500000 Penalty: 1071.274414
	Iteration 2F: 3 clusters Score -6539970 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -6544930.500000 Penalty: 1071.274414
	Iteration 3F: 3 clusters Score -6544930 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -6552022.000000 Penalty: 1071.274414
	Iteration 4F: 3 clusters Score -6552022 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -6560161.500000 Penalty: 1071.274414
	Iteration 5F: 3 clusters Score -6560162 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -6565863.500000 Penalty: 1071.274414
	Iteration 6F: 3 clusters Score -6565864 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -6568465.500000 Penalty: 1071.274414
	Iteration 7Q: 3 clusters Score -6568466 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -6570203.000000 Penalty: 1071.274414
	Iteration 8Q: 3 clusters Score -6570203 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -6571697.000000 Penalty: 1071.274414
	Iteration 9Q: 3 clusters Score -6571697 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -6573191.000000 Penalty: 1071.274414
	Iteration 10Q: 3 clusters Score -6573191 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -6574498.000000 Penalty: 1071.274414
	Iteration 11Q: 3 clusters Score -6574498 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -6575623.000000 Penalty: 1071.274414
	Iteration 12Q: 3 clusters Score -6575623 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -6576416.500000 Penalty: 1071.274414
	Iteration 13Q: 3 clusters Score -6576416 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -6577005.500000 Penalty: 1071.274414
	Iteration 14Q: 3 clusters Score -6577006 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73545 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -6577441.500000 Penalty: 1071.274414
	Iteration 15Q: 3 clusters Score -6577442 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -6577751.000000 Penalty: 1071.274414
	Iteration 16Q: 3 clusters Score -6577751 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -6577964.500000 Penalty: 1071.274414
	Iteration 17Q: 3 clusters Score -6577964 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -6578042.500000 Penalty: 1071.274414
	Iteration 18Q: 3 clusters Score -6578042 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -6578111.500000 Penalty: 1071.274414
	Iteration 19Q: 3 clusters Score -6578112 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -6578158.000000 Penalty: 1071.274414
	Iteration 20F: 3 clusters Score -6578158 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -6578148.500000 Penalty: 1071.274414
	Iteration 21Q: 3 clusters Score -6578148 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -6578144.000000 Penalty: 1071.274414
	Iteration 22Q: 3 clusters Score -6578144 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -6578125.500000 Penalty: 1071.274414
	Iteration 23Q: 3 clusters Score -6578126 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83265 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -6578019.000000 Penalty: 1071.274414
	Iteration 24Q: 3 clusters Score -6578019 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -6578011.500000 Penalty: 1071.274414
	Iteration 25Q: 3 clusters Score -6578012 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -6577934.500000 Penalty: 1071.274414
	Iteration 26Q: 3 clusters Score -6577934 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -6577818.500000 Penalty: 1071.274414
	Iteration 27Q: 3 clusters Score -6577818 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -6577781.000000 Penalty: 1071.274414
	Iteration 28Q: 3 clusters Score -6577781 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -6577789.500000 Penalty: 1071.274414
	Iteration 29Q: 3 clusters Score -6577790 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -6577725.500000 Penalty: 1071.274414
	Iteration 30Q: 3 clusters Score -6577726 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -6577663.000000 Penalty: 1071.274414
	Iteration 31Q: 3 clusters Score -6577663 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -6577636.500000 Penalty: 1071.274414
	Iteration 32Q: 3 clusters Score -6577636 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -6577566.000000 Penalty: 1071.274414
	Iteration 33Q: 3 clusters Score -6577566 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -6577541.000000 Penalty: 1071.274414
	Iteration 34Q: 3 clusters Score -6577541 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -6577447.000000 Penalty: 1071.274414
	Iteration 35Q: 3 clusters Score -6577447 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -6577367.500000 Penalty: 1071.274414
	Iteration 36Q: 3 clusters Score -6577368 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -6577309.500000 Penalty: 1071.274414
	Iteration 37Q: 3 clusters Score -6577310 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95199 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -6577260.000000 Penalty: 1071.274414
	Iteration 38Q: 3 clusters Score -6577260 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96087 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -6577181.000000 Penalty: 1071.274414
	Iteration 39Q: 3 clusters Score -6577181 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -6577110.000000 Penalty: 1071.274414
	Iteration 40F: 3 clusters Score -6577110 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97924 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -6577031.500000 Penalty: 1071.274414
	Iteration 41Q: 3 clusters Score -6577032 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -6577002.500000 Penalty: 1071.274414
	Iteration 42Q: 3 clusters Score -6577002 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6576950 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6576914 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101152 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6577024 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101909 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6577086 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6577212 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6577310 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103590 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6577322 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6577408 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6577460 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6577516 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105133 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6577544 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105522 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6577552 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105857 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6577618 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6577634 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6577678 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106833 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6577696 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107164 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6577728 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107483 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6577754 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107779 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6577798 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108028 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6577824 nChanged 273
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Mstep: Class 1 contains 108297 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6577844 nChanged 252
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Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6577852 nChanged 216
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Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6577888 nChanged 268
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Mstep: Class 1 contains 109023 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6577886 nChanged 270
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Mstep: Class 1 contains 109293 members 
Mstep: Class 2 contains 20312 members 
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	Iteration 67Q: 3 clusters Score -6577894 nChanged 264
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Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 20048 members 
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	Iteration 68Q: 3 clusters Score -6577894 nChanged 284
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Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6577926 nChanged 291
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Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 19475 members 
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	Iteration 70Q: 3 clusters Score -6577978 nChanged 297
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Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6578002 nChanged 278
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Mstep: Class 1 contains 110705 members 
Mstep: Class 2 contains 18900 members 
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	Iteration 72Q: 3 clusters Score -6578007 nChanged 253
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Mstep: Class 1 contains 110958 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6578026 nChanged 278
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Mstep: Class 1 contains 111236 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6578026 nChanged 235
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Mstep: Class 1 contains 111471 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6578051 nChanged 201
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Mstep: Class 1 contains 111670 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6578048 nChanged 204
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Mstep: Class 1 contains 111874 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6578046 nChanged 208
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Mstep: Class 1 contains 112082 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6578094 nChanged 250
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Mstep: Class 1 contains 112332 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6578114 nChanged 144
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Mstep: Class 1 contains 112476 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6578104 nChanged 157
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Mstep: Class 1 contains 112633 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6578107 nChanged 137
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Mstep: Class 1 contains 112770 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6578106 nChanged 139
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Mstep: Class 1 contains 112909 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6578123 nChanged 141
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Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6578120 nChanged 176
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Mstep: Class 1 contains 113226 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6578099 nChanged 173
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Mstep: Class 1 contains 113399 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6578078 nChanged 170
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Mstep: Class 1 contains 113569 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6578080 nChanged 187
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Mstep: Class 1 contains 113756 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6578097 nChanged 164
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Mstep: Class 1 contains 113918 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6578084 nChanged 171
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Mstep: Class 1 contains 114089 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6578060 nChanged 116
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Mstep: Class 1 contains 114203 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6578061 nChanged 150
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Mstep: Class 1 contains 114347 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6578096 nChanged 167
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Mstep: Class 1 contains 114514 members 
Mstep: Class 2 contains 15091 members 
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	Iteration 93Q: 3 clusters Score -6578123 nChanged 177
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Mstep: Class 1 contains 114691 members 
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	Iteration 94Q: 3 clusters Score -6578152 nChanged 201
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Mstep: Class 1 contains 114892 members 
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	Iteration 95Q: 3 clusters Score -6578149 nChanged 244
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Mstep: Class 1 contains 115136 members 
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	Iteration 96Q: 3 clusters Score -6578158 nChanged 180
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Mstep: Class 1 contains 115316 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6578170 nChanged 188
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Mstep: Class 1 contains 115504 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6578193 nChanged 134
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Mstep: Class 1 contains 115638 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6578210 nChanged 154
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Mstep: Class 1 contains 115792 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6578222 nChanged 146
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Mstep: Class 1 contains 115938 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6578250 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6578233 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6578231 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116311 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6578250 nChanged 96
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Mstep: Class 1 contains 116407 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6578252 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116475 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6578263 nChanged 70
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Mstep: Class 1 contains 116545 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6578254 nChanged 73
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Mstep: Class 1 contains 116618 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6578254 nChanged 74
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Mstep: Class 1 contains 116688 members 
Mstep: Class 2 contains 12917 members 
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	Iteration 109Q: 3 clusters Score -6578259 nChanged 97
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Mstep: Class 1 contains 116785 members 
Mstep: Class 2 contains 12820 members 
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	Iteration 110Q: 3 clusters Score -6578263 nChanged 89
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Mstep: Class 1 contains 116872 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6578267 nChanged 71
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Mstep: Class 1 contains 116943 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6578280 nChanged 73
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Mstep: Class 1 contains 117016 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6578289 nChanged 104
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Mstep: Class 1 contains 117116 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6578284 nChanged 91
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Mstep: Class 1 contains 117207 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6578272 nChanged 89
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Mstep: Class 1 contains 117292 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6578263 nChanged 95
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Mstep: Class 1 contains 117387 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6578278 nChanged 75
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Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6578273 nChanged 65
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Mstep: Class 1 contains 117523 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6578252 nChanged 52
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Mstep: Class 1 contains 117563 members 
Mstep: Class 2 contains 12042 members 
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	Iteration 120F: 3 clusters Score -6578254 nChanged 50
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Mstep: Class 1 contains 117613 members 
Mstep: Class 2 contains 11992 members 
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	Iteration 121Q: 3 clusters Score -6578252 nChanged 49
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Mstep: Class 1 contains 117662 members 
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	Iteration 122Q: 3 clusters Score -6578254 nChanged 23
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Mstep: Class 1 contains 117681 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6578258 nChanged 18
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Mstep: Class 1 contains 117699 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6578259 nChanged 24
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Mstep: Class 1 contains 117723 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6578254 nChanged 32
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Mstep: Class 1 contains 117755 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6578247 nChanged 8
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Mstep: Class 1 contains 117763 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6578252 nChanged 10
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Mstep: Class 1 contains 117773 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6578254 nChanged 23
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Mstep: Class 1 contains 117796 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6578268 nChanged 6
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Mstep: Class 1 contains 117802 members 
Mstep: Class 2 contains 11803 members 
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	Iteration 130Q: 3 clusters Score -6578268 nChanged 17
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Mstep: Class 1 contains 117819 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6578262 nChanged 7
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Mstep: Class 1 contains 117826 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6578252 nChanged 15
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Mstep: Class 1 contains 117841 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6578254 nChanged 15
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Mstep: Class 1 contains 117850 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6578254 nChanged 7
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Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -6578247.500000 Penalty: 1071.274414
	Iteration 135Q: 3 clusters Score -6578248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117859 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -6578251.000000 Penalty: 1071.274414
	Iteration 136Q: 3 clusters Score -6578251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117864 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -6578254.000000 Penalty: 1071.274414
	Iteration 137Q: 3 clusters Score -6578254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -6578260.000000 Penalty: 1071.274414
	Iteration 138Q: 3 clusters Score -6578260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -6578261.500000 Penalty: 1071.274414
	Iteration 139Q: 3 clusters Score -6578262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -6578262.500000 Penalty: 1071.274414
	Iteration 140F: 3 clusters Score -6578262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117947 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -6578261.000000 Penalty: 1071.274414
	Iteration 141Q: 3 clusters Score -6578261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117975 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -6578264.500000 Penalty: 1071.274414
	Iteration 142Q: 3 clusters Score -6578264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117979 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -6578260.000000 Penalty: 1071.274414
	Iteration 143Q: 3 clusters Score -6578260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117979 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -6578262.500000 Penalty: 1071.274414
	Iteration 144Q: 3 clusters Score -6578262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117993 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -6578250.500000 Penalty: 1071.274414
	Iteration 145Q: 3 clusters Score -6578250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118022 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -6578248.000000 Penalty: 1071.274414
	Iteration 146Q: 3 clusters Score -6578248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118045 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -6578247.500000 Penalty: 1071.274414
	Iteration 147Q: 3 clusters Score -6578248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118055 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -6578248.000000 Penalty: 1071.274414
	Iteration 148Q: 3 clusters Score -6578248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118056 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -6578243.000000 Penalty: 1071.274414
	Iteration 149Q: 3 clusters Score -6578243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118078 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -6578236.500000 Penalty: 1071.274414
	Iteration 150Q: 3 clusters Score -6578236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118070 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -6578241.000000 Penalty: 1071.274414
	Iteration 151Q: 3 clusters Score -6578241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118086 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -6578233.500000 Penalty: 1071.274414
	Iteration 152Q: 3 clusters Score -6578234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118089 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -6578232.500000 Penalty: 1071.274414
	Iteration 153Q: 3 clusters Score -6578232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118089 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -6578233.000000 Penalty: 1071.274414
	Iteration 154Q: 3 clusters Score -6578233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118088 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -6578235.500000 Penalty: 1071.274414
	Iteration 155Q: 3 clusters Score -6578236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118083 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -6578238.500000 Penalty: 1071.274414
	Iteration 156Q: 3 clusters Score -6578238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118088 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -6578235.500000 Penalty: 1071.274414
	Iteration 157Q: 3 clusters Score -6578236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118084 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -6578235.000000 Penalty: 1071.274414
	Iteration 158Q: 3 clusters Score -6578235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118089 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -6578233.500000 Penalty: 1071.274414
	Iteration 159Q: 3 clusters Score -6578234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -6578237.000000 Penalty: 1071.274414
	Iteration 160F: 3 clusters Score -6578237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118100 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -6578231.500000 Penalty: 1071.274414
	Iteration 161Q: 3 clusters Score -6578232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118103 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -6578228.000000 Penalty: 1071.274414
	Iteration 162Q: 3 clusters Score -6578228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118104 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -6578228.000000 Penalty: 1071.274414
	Iteration 163Q: 3 clusters Score -6578228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -6578229.500000 Penalty: 1071.274414
	Iteration 164Q: 3 clusters Score -6578230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118104 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -6578230.500000 Penalty: 1071.274414
	Iteration 165Q: 3 clusters Score -6578230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118104 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -6578230.500000 Penalty: 1071.274414
	Iteration 166F: 3 clusters Score -6578230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Entering Unmasked Estep 
Score: -898515.875000 Penalty: 448.380096
	Iteration 0F: 2 clusters Score -898515.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -885788.125000 Penalty: 896.760193
	Iteration 0F: 3 clusters Score -885788.1 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -891313.500000 Penalty: 896.760193
	Iteration 1F: 3 clusters Score -891313.5 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -891835.375000 Penalty: 896.760193
	Iteration 2F: 3 clusters Score -891835.4 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -892426.437500 Penalty: 896.760193
	Iteration 3F: 3 clusters Score -892426.4 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -893014.750000 Penalty: 896.760193
	Iteration 4F: 3 clusters Score -893014.8 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -893589.687500 Penalty: 896.760193
	Iteration 5F: 3 clusters Score -893589.7 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -894198.187500 Penalty: 896.760193
	Iteration 6F: 3 clusters Score -894198.2 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -894875.937500 Penalty: 896.760193
	Iteration 7F: 3 clusters Score -894875.9 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -895580.750000 Penalty: 896.760193
	Iteration 8Q: 3 clusters Score -895580.8 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -896130.062500 Penalty: 896.760193
	Iteration 9Q: 3 clusters Score -896130.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -896544.312500 Penalty: 896.760193
	Iteration 10Q: 3 clusters Score -896544.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -896797.125000 Penalty: 896.760193
	Iteration 11Q: 3 clusters Score -896797.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -896950.625000 Penalty: 896.760193
	Iteration 12Q: 3 clusters Score -896950.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -897062.562500 Penalty: 896.760193
	Iteration 13Q: 3 clusters Score -897062.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -897193.125000 Penalty: 896.760193
	Iteration 14Q: 3 clusters Score -897193.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -897326.625000 Penalty: 896.760193
	Iteration 15Q: 3 clusters Score -897326.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -897449.062500 Penalty: 896.760193
	Iteration 16Q: 3 clusters Score -897449.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -897558.250000 Penalty: 896.760193
	Iteration 17Q: 3 clusters Score -897558.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -897667.437500 Penalty: 896.760193
	Iteration 18Q: 3 clusters Score -897667.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -897785.250000 Penalty: 896.760193
	Iteration 19Q: 3 clusters Score -897785.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -897871.625000 Penalty: 896.760193
	Iteration 20F: 3 clusters Score -897871.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -897947.937500 Penalty: 896.760193
	Iteration 21Q: 3 clusters Score -897947.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -898012.375000 Penalty: 896.760193
	Iteration 22Q: 3 clusters Score -898012.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -898068.500000 Penalty: 896.760193
	Iteration 23Q: 3 clusters Score -898068.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -898107.375000 Penalty: 896.760193
	Iteration 24Q: 3 clusters Score -898107.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -898137.187500 Penalty: 896.760193
	Iteration 25Q: 3 clusters Score -898137.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -898167.687500 Penalty: 896.760193
	Iteration 26Q: 3 clusters Score -898167.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -898195.250000 Penalty: 896.760193
	Iteration 27Q: 3 clusters Score -898195.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -898211.937500 Penalty: 896.760193
	Iteration 28Q: 3 clusters Score -898211.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -898232.000000 Penalty: 896.760193
	Iteration 29Q: 3 clusters Score -898232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -898241.875000 Penalty: 896.760193
	Iteration 30Q: 3 clusters Score -898241.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -898247.812500 Penalty: 896.760193
	Iteration 31Q: 3 clusters Score -898247.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -898256.875000 Penalty: 896.760193
	Iteration 32Q: 3 clusters Score -898256.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -898263.875000 Penalty: 896.760193
	Iteration 33Q: 3 clusters Score -898263.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -898271.000000 Penalty: 896.760193
	Iteration 34Q: 3 clusters Score -898271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -898272.875000 Penalty: 896.760193
	Iteration 35Q: 3 clusters Score -898272.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -898279.062500 Penalty: 896.760193
	Iteration 36Q: 3 clusters Score -898279.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -898284.312500 Penalty: 896.760193
	Iteration 37Q: 3 clusters Score -898284.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -898285.000000 Penalty: 896.760193
	Iteration 38Q: 3 clusters Score -898285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -898289.500000 Penalty: 896.760193
	Iteration 39Q: 3 clusters Score -898289.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -898293.812500 Penalty: 896.760193
	Iteration 40F: 3 clusters Score -898293.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -898302.250000 Penalty: 896.760193
	Iteration 41Q: 3 clusters Score -898302.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -898306.562500 Penalty: 896.760193
	Iteration 42Q: 3 clusters Score -898306.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -898310.687500 Penalty: 896.760193
	Iteration 43Q: 3 clusters Score -898310.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -898315.062500 Penalty: 896.760193
	Iteration 44Q: 3 clusters Score -898315.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -898317.250000 Penalty: 896.760193
	Iteration 45Q: 3 clusters Score -898317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -898318.812500 Penalty: 896.760193
	Iteration 46Q: 3 clusters Score -898318.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -898319.687500 Penalty: 896.760193
	Iteration 47Q: 3 clusters Score -898319.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -898320.687500 Penalty: 896.760193
	Iteration 48Q: 3 clusters Score -898320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -898322.125000 Penalty: 896.760193
	Iteration 49Q: 3 clusters Score -898322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -898320.937500 Penalty: 896.760193
	Iteration 50Q: 3 clusters Score -898320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -898321.062500 Penalty: 896.760193
	Iteration 51Q: 3 clusters Score -898321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -898321.187500 Penalty: 896.760193
	Iteration 52Q: 3 clusters Score -898321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -898322.250000 Penalty: 896.760193
	Iteration 53Q: 3 clusters Score -898322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -898321.125000 Penalty: 896.760193
	Iteration 54Q: 3 clusters Score -898321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -898321.687500 Penalty: 896.760193
	Iteration 55Q: 3 clusters Score -898321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -898321.687500 Penalty: 896.760193
	Iteration 56Q: 3 clusters Score -898321.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -898321.687500 Penalty: 896.760193
	Iteration 57F: 3 clusters Score -898321.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Entering Unmasked Estep 
Score: -345645.593750 Penalty: 404.155121
	Iteration 0F: 2 clusters Score -345645.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -340770.187500 Penalty: 808.310242
	Iteration 0F: 3 clusters Score -340770.2 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -342737.312500 Penalty: 808.310242
	Iteration 1F: 3 clusters Score -342737.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -342947.250000 Penalty: 808.310242
	Iteration 2F: 3 clusters Score -342947.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -343199.062500 Penalty: 808.310242
	Iteration 3F: 3 clusters Score -343199.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -343507.375000 Penalty: 808.310242
	Iteration 4F: 3 clusters Score -343507.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -343794.968750 Penalty: 808.310242
	Iteration 5F: 3 clusters Score -343795 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -344005.500000 Penalty: 808.310242
	Iteration 6Q: 3 clusters Score -344005.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -344123.031250 Penalty: 808.310242
	Iteration 7Q: 3 clusters Score -344123 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -344179.906250 Penalty: 808.310242
	Iteration 8Q: 3 clusters Score -344179.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -344211.343750 Penalty: 808.310242
	Iteration 9Q: 3 clusters Score -344211.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -344231.062500 Penalty: 808.310242
	Iteration 10Q: 3 clusters Score -344231.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -344247.906250 Penalty: 808.310242
	Iteration 11Q: 3 clusters Score -344247.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -344261.656250 Penalty: 808.310242
	Iteration 12Q: 3 clusters Score -344261.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -344272.687500 Penalty: 808.310242
	Iteration 13Q: 3 clusters Score -344272.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -344281.562500 Penalty: 808.310242
	Iteration 14Q: 3 clusters Score -344281.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -344289.562500 Penalty: 808.310242
	Iteration 15Q: 3 clusters Score -344289.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -344295.250000 Penalty: 808.310242
	Iteration 16Q: 3 clusters Score -344295.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -344305.562500 Penalty: 808.310242
	Iteration 17Q: 3 clusters Score -344305.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -344316.343750 Penalty: 808.310242
	Iteration 18Q: 3 clusters Score -344316.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -344328.687500 Penalty: 808.310242
	Iteration 19Q: 3 clusters Score -344328.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -344345.375000 Penalty: 808.310242
	Iteration 20F: 3 clusters Score -344345.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -344366.781250 Penalty: 808.310242
	Iteration 21Q: 3 clusters Score -344366.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -344394.375000 Penalty: 808.310242
	Iteration 22Q: 3 clusters Score -344394.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -344426.812500 Penalty: 808.310242
	Iteration 23Q: 3 clusters Score -344426.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -344452.125000 Penalty: 808.310242
	Iteration 24Q: 3 clusters Score -344452.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -344479.937500 Penalty: 808.310242
	Iteration 25Q: 3 clusters Score -344479.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -344507.500000 Penalty: 808.310242
	Iteration 26Q: 3 clusters Score -344507.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -344549.750000 Penalty: 808.310242
	Iteration 27Q: 3 clusters Score -344549.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -344599.031250 Penalty: 808.310242
	Iteration 28Q: 3 clusters Score -344599 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -344661.312500 Penalty: 808.310242
	Iteration 29Q: 3 clusters Score -344661.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -344724.562500 Penalty: 808.310242
	Iteration 30Q: 3 clusters Score -344724.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -344781.937500 Penalty: 808.310242
	Iteration 31Q: 3 clusters Score -344781.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -344835.656250 Penalty: 808.310242
	Iteration 32Q: 3 clusters Score -344835.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -344899.031250 Penalty: 808.310242
	Iteration 33Q: 3 clusters Score -344899 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -344953.906250 Penalty: 808.310242
	Iteration 34Q: 3 clusters Score -344953.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -345009.000000 Penalty: 808.310242
	Iteration 35Q: 3 clusters Score -345009 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -345063.093750 Penalty: 808.310242
	Iteration 36Q: 3 clusters Score -345063.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -345136.093750 Penalty: 808.310242
	Iteration 37Q: 3 clusters Score -345136.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -345209.500000 Penalty: 808.310242
	Iteration 38Q: 3 clusters Score -345209.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -345257.156250 Penalty: 808.310242
	Iteration 39Q: 3 clusters Score -345257.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -345285.750000 Penalty: 808.310242
	Iteration 40F: 3 clusters Score -345285.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -345310.906250 Penalty: 808.310242
	Iteration 41Q: 3 clusters Score -345310.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -345331.187500 Penalty: 808.310242
	Iteration 42Q: 3 clusters Score -345331.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -345346.875000 Penalty: 808.310242
	Iteration 43Q: 3 clusters Score -345346.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -345360.062500 Penalty: 808.310242
	Iteration 44Q: 3 clusters Score -345360.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -345363.875000 Penalty: 808.310242
	Iteration 45Q: 3 clusters Score -345363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -345365.093750 Penalty: 808.310242
	Iteration 46Q: 3 clusters Score -345365.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -345365.500000 Penalty: 808.310242
	Iteration 47Q: 3 clusters Score -345365.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -345365.500000 Penalty: 808.310242
	Iteration 48F: 3 clusters Score -345365.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -26090.441406 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -26090.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25580.837891 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -25580.84 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25724.177734 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -25724.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25771.187500 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -25771.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25797.626953 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -25797.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25815.308594 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -25815.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25821.328125 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -25821.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25825.066406 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -25825.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25829.396484 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -25829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25836.785156 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -25836.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25849.648438 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -25849.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25855.068359 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -25855.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25866.962891 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -25866.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25876.564453 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -25876.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25882.027344 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -25882.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25885.800781 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -25885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25891.511719 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -25891.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25896.332031 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -25896.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25897.332031 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -25897.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25897.332031 Penalty: 563.318665
	Iteration 18F: 3 clusters Score -25897.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (90715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Entering Unmasked Estep 
Score: -4432507.500000 Penalty: 519.404236
	Iteration 0F: 2 clusters Score -4432508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -4371374.000000 Penalty: 1038.808472
	Iteration 0F: 3 clusters Score -4371374 nChanged 44338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -4398284.000000 Penalty: 1038.808472
	Iteration 1F: 3 clusters Score -4398284 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4399758.000000 Penalty: 1038.808472
	Iteration 2Q: 3 clusters Score -4399758 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -4402344.000000 Penalty: 1038.808472
	Iteration 3F: 3 clusters Score -4402344 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -4406847.000000 Penalty: 1038.808472
	Iteration 4F: 3 clusters Score -4406847 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4413577.500000 Penalty: 1038.808472
	Iteration 5F: 3 clusters Score -4413578 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -4420780.000000 Penalty: 1038.808472
	Iteration 6F: 3 clusters Score -4420780 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4425283.500000 Penalty: 1038.808472
	Iteration 7F: 3 clusters Score -4425284 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -4427777.500000 Penalty: 1038.808472
	Iteration 8Q: 3 clusters Score -4427778 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -4429427.000000 Penalty: 1038.808472
	Iteration 9Q: 3 clusters Score -4429427 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -4430541.000000 Penalty: 1038.808472
	Iteration 10Q: 3 clusters Score -4430541 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -4431184.000000 Penalty: 1038.808472
	Iteration 11Q: 3 clusters Score -4431184 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -4431500.000000 Penalty: 1038.808472
	Iteration 12Q: 3 clusters Score -4431500 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -4431704.000000 Penalty: 1038.808472
	Iteration 13Q: 3 clusters Score -4431704 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -4431759.000000 Penalty: 1038.808472
	Iteration 14Q: 3 clusters Score -4431759 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -4431813.500000 Penalty: 1038.808472
	Iteration 15Q: 3 clusters Score -4431814 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -4431849.000000 Penalty: 1038.808472
	Iteration 16Q: 3 clusters Score -4431849 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4431854.000000 Penalty: 1038.808472
	Iteration 17Q: 3 clusters Score -4431854 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -4431875.000000 Penalty: 1038.808472
	Iteration 18Q: 3 clusters Score -4431875 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4431879.000000 Penalty: 1038.808472
	Iteration 19Q: 3 clusters Score -4431879 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -4431904.000000 Penalty: 1038.808472
	Iteration 20F: 3 clusters Score -4431904 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4431901.000000 Penalty: 1038.808472
	Iteration 21Q: 3 clusters Score -4431901 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -4431906.000000 Penalty: 1038.808472
	Iteration 22Q: 3 clusters Score -4431906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -4431906.500000 Penalty: 1038.808472
	Iteration 23Q: 3 clusters Score -4431906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4431914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -4431912.000000 Penalty: 1038.808472
	Iteration 25Q: 3 clusters Score -4431912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4431912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -4431915.000000 Penalty: 1038.808472
	Iteration 27Q: 3 clusters Score -4431915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -4431912.000000 Penalty: 1038.808472
	Iteration 28Q: 3 clusters Score -4431912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4431907.000000 Penalty: 1038.808472
	Iteration 29Q: 3 clusters Score -4431907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -4431913.500000 Penalty: 1038.808472
	Iteration 30Q: 3 clusters Score -4431914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4431915.500000 Penalty: 1038.808472
	Iteration 31Q: 3 clusters Score -4431916 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4431933.500000 Penalty: 1038.808472
	Iteration 32Q: 3 clusters Score -4431934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -4431940.500000 Penalty: 1038.808472
	Iteration 33Q: 3 clusters Score -4431940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4431939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -4431953.500000 Penalty: 1038.808472
	Iteration 35Q: 3 clusters Score -4431954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -4431950.500000 Penalty: 1038.808472
	Iteration 36Q: 3 clusters Score -4431950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -4431941.000000 Penalty: 1038.808472
	Iteration 37Q: 3 clusters Score -4431941 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -4431946.500000 Penalty: 1038.808472
	Iteration 38Q: 3 clusters Score -4431946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4431944.500000 Penalty: 1038.808472
	Iteration 39Q: 3 clusters Score -4431944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4431952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4431940.500000 Penalty: 1038.808472
	Iteration 41Q: 3 clusters Score -4431940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -4431931.500000 Penalty: 1038.808472
	Iteration 42Q: 3 clusters Score -4431932 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4431952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4431946 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4431946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4431941 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4431943 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4431944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4431944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4431948.000000 Penalty: 1038.808472
	Iteration 50Q: 3 clusters Score -4431948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -4431947.500000 Penalty: 1038.808472
	Iteration 51Q: 3 clusters Score -4431948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4431967.500000 Penalty: 1038.808472
	Iteration 52Q: 3 clusters Score -4431968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4431960.500000 Penalty: 1038.808472
	Iteration 53Q: 3 clusters Score -4431960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4431953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4431955.500000 Penalty: 1038.808472
	Iteration 55Q: 3 clusters Score -4431956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4431950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67685 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4431948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4431947 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4431953 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4431960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -4431963.500000 Penalty: 1038.808472
	Iteration 61Q: 3 clusters Score -4431964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -4431957.000000 Penalty: 1038.808472
	Iteration 62Q: 3 clusters Score -4431957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4431955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4431960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4431959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4431964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4431961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4431961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4431960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4431964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4431961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4431960 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4431961 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68135 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4431958 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4431959 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4431960 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4431959 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4431958 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4431957 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4431950 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4431954 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4431958 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4431960 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4431958 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4431955 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4431967 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4431978 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -4431969.500000 Penalty: 1038.808472
	Iteration 88Q: 3 clusters Score -4431970 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -4431966.500000 Penalty: 1038.808472
	Iteration 89Q: 3 clusters Score -4431966 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4431970 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4431962 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 22027 members 
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	Iteration 92Q: 3 clusters Score -4431964 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4431972 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4431973 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68767 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4431980 nChanged 36
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Mstep: Class 1 contains 68803 members 
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	Iteration 96Q: 3 clusters Score -4431988 nChanged 39
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Mstep: Class 1 contains 68842 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4431986 nChanged 55
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Mstep: Class 1 contains 68897 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4431996 nChanged 62
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Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4431998 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -4432002.000000 Penalty: 1038.808472
	Iteration 100F: 3 clusters Score -4432002 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 21650 members 
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	Iteration 101Q: 3 clusters Score -4432002 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69115 members 
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	Iteration 102Q: 3 clusters Score -4431998 nChanged 44
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Entering Unmasked Estep 
Score: -4432003.000000 Penalty: 1038.808472
	Iteration 103Q: 3 clusters Score -4432003 nChanged 40
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Mstep: Class 1 contains 69199 members 
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Entering Unmasked Estep 
Score: -4432006.000000 Penalty: 1038.808472
	Iteration 104Q: 3 clusters Score -4432006 nChanged 41
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	Iteration 105Q: 3 clusters Score -4432003 nChanged 32
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Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4432011.000000 Penalty: 1038.808472
	Iteration 106Q: 3 clusters Score -4432011 nChanged 44
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Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -4432016.500000 Penalty: 1038.808472
	Iteration 107Q: 3 clusters Score -4432016 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 21366 members 
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	Iteration 108Q: 3 clusters Score -4432007 nChanged 40
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Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -4432019.000000 Penalty: 1038.808472
	Iteration 109Q: 3 clusters Score -4432019 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -4432027.500000 Penalty: 1038.808472
	Iteration 110Q: 3 clusters Score -4432028 nChanged 53
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Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4432024 nChanged 66
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Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4432019 nChanged 59
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Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4432020 nChanged 72
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Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4432024 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -4432030.000000 Penalty: 1038.808472
	Iteration 115Q: 3 clusters Score -4432030 nChanged 91
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Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -4432032.500000 Penalty: 1038.808472
	Iteration 116Q: 3 clusters Score -4432032 nChanged 86
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Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4432028 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70039 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4432036 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4432027 nChanged 133
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Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4432039 nChanged 118
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Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4432034 nChanged 119
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4432046 nChanged 123
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Mstep: Class 1 contains 70633 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4432050 nChanged 107
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4432054 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4432053 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4432057 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4432051 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4432062 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4432074 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71321 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4432069.000000 Penalty: 1038.808472
	Iteration 130Q: 3 clusters Score -4432069 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4432072 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4432066 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4432075 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4432068 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4432082 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71775 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4432088 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4432090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4432093.500000 Penalty: 1038.808472
	Iteration 138Q: 3 clusters Score -4432094 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4432100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4432094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4432094 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4432094 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4432098 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4432098 nChanged 21
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Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4432098 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4432102 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4432100 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72191 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4432099 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4432095.000000 Penalty: 1038.808472
	Iteration 149Q: 3 clusters Score -4432095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4432095.500000 Penalty: 1038.808472
	Iteration 150Q: 3 clusters Score -4432096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4432091.500000 Penalty: 1038.808472
	Iteration 151Q: 3 clusters Score -4432092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72303 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4432094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4432096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4432092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4432087.000000 Penalty: 1038.808472
	Iteration 155Q: 3 clusters Score -4432087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72447 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4432088.000000 Penalty: 1038.808472
	Iteration 156Q: 3 clusters Score -4432088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4432092.000000 Penalty: 1038.808472
	Iteration 157Q: 3 clusters Score -4432092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4432088.500000 Penalty: 1038.808472
	Iteration 158Q: 3 clusters Score -4432088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -4432085.000000 Penalty: 1038.808472
	Iteration 159Q: 3 clusters Score -4432085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4432098.000000 Penalty: 1038.808472
	Iteration 160F: 3 clusters Score -4432098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4432102.500000 Penalty: 1038.808472
	Iteration 161Q: 3 clusters Score -4432102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -4432089.500000 Penalty: 1038.808472
	Iteration 162Q: 3 clusters Score -4432090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4432089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4432090.000000 Penalty: 1038.808472
	Iteration 164Q: 3 clusters Score -4432090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4432093.000000 Penalty: 1038.808472
	Iteration 165Q: 3 clusters Score -4432093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -4432087.000000 Penalty: 1038.808472
	Iteration 166Q: 3 clusters Score -4432087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -4432089.000000 Penalty: 1038.808472
	Iteration 167Q: 3 clusters Score -4432089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4432087.000000 Penalty: 1038.808472
	Iteration 168Q: 3 clusters Score -4432087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -4432090.500000 Penalty: 1038.808472
	Iteration 169Q: 3 clusters Score -4432090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4432090.500000 Penalty: 1038.808472
	Iteration 170Q: 3 clusters Score -4432090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -4432096.000000 Penalty: 1038.808472
	Iteration 171Q: 3 clusters Score -4432096 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4432092.500000 Penalty: 1038.808472
	Iteration 172Q: 3 clusters Score -4432092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4432097.500000 Penalty: 1038.808472
	Iteration 173Q: 3 clusters Score -4432098 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4432098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4432099.500000 Penalty: 1038.808472
	Iteration 175Q: 3 clusters Score -4432100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4432099.500000 Penalty: 1038.808472
	Iteration 176Q: 3 clusters Score -4432100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4432101.000000 Penalty: 1038.808472
	Iteration 177Q: 3 clusters Score -4432101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4432103.500000 Penalty: 1038.808472
	Iteration 178Q: 3 clusters Score -4432104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4432108.000000 Penalty: 1038.808472
	Iteration 179Q: 3 clusters Score -4432108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -4432118.000000 Penalty: 1038.808472
	Iteration 180F: 3 clusters Score -4432118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4432114.000000 Penalty: 1038.808472
	Iteration 181Q: 3 clusters Score -4432114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4432112.500000 Penalty: 1038.808472
	Iteration 182Q: 3 clusters Score -4432112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4432110.000000 Penalty: 1038.808472
	Iteration 183Q: 3 clusters Score -4432110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4432114 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4432113 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4432114 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4432118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4432118 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4432120 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4432117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4432116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4432118 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4432116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4432115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4432116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4432116 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4432114 nChanged 0
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Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
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	Iteration 198F: 3 clusters Score -4432114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77269 members 
Entering Unmasked Estep 
Score: -3885242.750000 Penalty: 512.104675
	Iteration 0F: 2 clusters Score -3885243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3834708 nChanged 37512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3857846 nChanged 3936
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3859818 nChanged 4595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -3863005 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -3867816.250000 Penalty: 1024.209351
	Iteration 4F: 3 clusters Score -3867816 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -3872227.250000 Penalty: 1024.209351
	Iteration 5F: 3 clusters Score -3872227 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -3874214.250000 Penalty: 1024.209351
	Iteration 6F: 3 clusters Score -3874214 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -3875259.750000 Penalty: 1024.209351
	Iteration 7Q: 3 clusters Score -3875260 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -3876319.500000 Penalty: 1024.209351
	Iteration 8Q: 3 clusters Score -3876320 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -3877582.750000 Penalty: 1024.209351
	Iteration 9Q: 3 clusters Score -3877583 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -3878954.500000 Penalty: 1024.209351
	Iteration 10Q: 3 clusters Score -3878954 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -3880193.000000 Penalty: 1024.209351
	Iteration 11Q: 3 clusters Score -3880193 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -3881068.750000 Penalty: 1024.209351
	Iteration 12Q: 3 clusters Score -3881069 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -3881625.250000 Penalty: 1024.209351
	Iteration 13Q: 3 clusters Score -3881625 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -3881948.000000 Penalty: 1024.209351
	Iteration 14Q: 3 clusters Score -3881948 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -3882186.500000 Penalty: 1024.209351
	Iteration 15Q: 3 clusters Score -3882186 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -3882340.250000 Penalty: 1024.209351
	Iteration 16Q: 3 clusters Score -3882340 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -3882416.000000 Penalty: 1024.209351
	Iteration 17Q: 3 clusters Score -3882416 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -3882470.750000 Penalty: 1024.209351
	Iteration 18Q: 3 clusters Score -3882471 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -3882505.000000 Penalty: 1024.209351
	Iteration 19Q: 3 clusters Score -3882505 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -3882728.750000 Penalty: 1024.209351
	Iteration 20F: 3 clusters Score -3882729 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -3882811.250000 Penalty: 1024.209351
	Iteration 21Q: 3 clusters Score -3882811 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -3882845.000000 Penalty: 1024.209351
	Iteration 22Q: 3 clusters Score -3882845 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -3882861.250000 Penalty: 1024.209351
	Iteration 23Q: 3 clusters Score -3882861 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -3882865.500000 Penalty: 1024.209351
	Iteration 24Q: 3 clusters Score -3882866 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -3882868.000000 Penalty: 1024.209351
	Iteration 25Q: 3 clusters Score -3882868 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -3882875.500000 Penalty: 1024.209351
	Iteration 26Q: 3 clusters Score -3882876 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -3882896.000000 Penalty: 1024.209351
	Iteration 27Q: 3 clusters Score -3882896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -3882890.250000 Penalty: 1024.209351
	Iteration 28Q: 3 clusters Score -3882890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -3882892.500000 Penalty: 1024.209351
	Iteration 29Q: 3 clusters Score -3882892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -3882899.750000 Penalty: 1024.209351
	Iteration 30Q: 3 clusters Score -3882900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -3882893.250000 Penalty: 1024.209351
	Iteration 31Q: 3 clusters Score -3882893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -3882902.000000 Penalty: 1024.209351
	Iteration 32Q: 3 clusters Score -3882902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -3882899.250000 Penalty: 1024.209351
	Iteration 33Q: 3 clusters Score -3882899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -3882897.500000 Penalty: 1024.209351
	Iteration 34Q: 3 clusters Score -3882898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -3882897.250000 Penalty: 1024.209351
	Iteration 35Q: 3 clusters Score -3882897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -3882893.250000 Penalty: 1024.209351
	Iteration 36Q: 3 clusters Score -3882893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -3882894.000000 Penalty: 1024.209351
	Iteration 37Q: 3 clusters Score -3882894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -3882892.750000 Penalty: 1024.209351
	Iteration 38Q: 3 clusters Score -3882893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -3882896.250000 Penalty: 1024.209351
	Iteration 39Q: 3 clusters Score -3882896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -3882895.500000 Penalty: 1024.209351
	Iteration 40F: 3 clusters Score -3882896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -3882901.000000 Penalty: 1024.209351
	Iteration 41Q: 3 clusters Score -3882901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -3882904.000000 Penalty: 1024.209351
	Iteration 42Q: 3 clusters Score -3882904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -3882902.500000 Penalty: 1024.209351
	Iteration 43Q: 3 clusters Score -3882902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -3882902.500000 Penalty: 1024.209351
	Iteration 44F: 3 clusters Score -3882902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -15413.888672 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -15413.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14977.951172 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -14977.95 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15148.750000 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -15148.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15211.467773 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -15211.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15241.561523 Penalty: 551.804443
	Iteration 3F: 3 clusters Score -15241.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15255.452148 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -15255.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15267.172852 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -15267.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15272.063477 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -15272.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15274.374023 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -15274.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15275.594727 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -15275.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15276.138672 Penalty: 551.804443
	Iteration 9Q: 3 clusters Score -15276.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15276.521484 Penalty: 551.804443
	Iteration 10Q: 3 clusters Score -15276.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15276.521484 Penalty: 551.804443
	Iteration 11F: 3 clusters Score -15276.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -95243.796875 Penalty: 352.437012
	Iteration 0F: 2 clusters Score -95243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -93624.015625 Penalty: 704.874023
	Iteration 0F: 3 clusters Score -93624.02 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -94257.093750 Penalty: 704.874023
	Iteration 1F: 3 clusters Score -94257.09 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -94444.234375 Penalty: 704.874023
	Iteration 2F: 3 clusters Score -94444.23 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -94626.992188 Penalty: 704.874023
	Iteration 3F: 3 clusters Score -94626.99 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -94788.968750 Penalty: 704.874023
	Iteration 4F: 3 clusters Score -94788.97 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -94936.945312 Penalty: 704.874023
	Iteration 5F: 3 clusters Score -94936.95 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -95044.781250 Penalty: 704.874023
	Iteration 6Q: 3 clusters Score -95044.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -95089.875000 Penalty: 704.874023
	Iteration 7Q: 3 clusters Score -95089.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -95108.781250 Penalty: 704.874023
	Iteration 8Q: 3 clusters Score -95108.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -95123.382812 Penalty: 704.874023
	Iteration 9Q: 3 clusters Score -95123.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -95137.492188 Penalty: 704.874023
	Iteration 10Q: 3 clusters Score -95137.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -95152.289062 Penalty: 704.874023
	Iteration 11Q: 3 clusters Score -95152.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -95161.398438 Penalty: 704.874023
	Iteration 12Q: 3 clusters Score -95161.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -95169.375000 Penalty: 704.874023
	Iteration 13Q: 3 clusters Score -95169.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -95175.781250 Penalty: 704.874023
	Iteration 14Q: 3 clusters Score -95175.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -95181.375000 Penalty: 704.874023
	Iteration 15Q: 3 clusters Score -95181.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -95187.234375 Penalty: 704.874023
	Iteration 16Q: 3 clusters Score -95187.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -95192.515625 Penalty: 704.874023
	Iteration 17Q: 3 clusters Score -95192.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -95196.210938 Penalty: 704.874023
	Iteration 18Q: 3 clusters Score -95196.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -95198.101562 Penalty: 704.874023
	Iteration 19Q: 3 clusters Score -95198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -95199.195312 Penalty: 704.874023
	Iteration 20F: 3 clusters Score -95199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -95199.382812 Penalty: 704.874023
	Iteration 21Q: 3 clusters Score -95199.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -95199.382812 Penalty: 704.874023
	Iteration 22F: 3 clusters Score -95199.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Entering Unmasked Estep 
Score: -175723.640625 Penalty: 372.950409
	Iteration 0F: 2 clusters Score -175723.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -173224.500000 Penalty: 745.900818
	Iteration 0F: 3 clusters Score -173224.5 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -174169.359375 Penalty: 745.900818
	Iteration 1F: 3 clusters Score -174169.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -174303.968750 Penalty: 745.900818
	Iteration 2F: 3 clusters Score -174304 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -174432.765625 Penalty: 745.900818
	Iteration 3F: 3 clusters Score -174432.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -174563.531250 Penalty: 745.900818
	Iteration 4F: 3 clusters Score -174563.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -174682.421875 Penalty: 745.900818
	Iteration 5Q: 3 clusters Score -174682.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -174790.656250 Penalty: 745.900818
	Iteration 6Q: 3 clusters Score -174790.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -174883.375000 Penalty: 745.900818
	Iteration 7Q: 3 clusters Score -174883.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -174969.296875 Penalty: 745.900818
	Iteration 8Q: 3 clusters Score -174969.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175012.765625 Penalty: 745.900818
	Iteration 9Q: 3 clusters Score -175012.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -175056.125000 Penalty: 745.900818
	Iteration 10Q: 3 clusters Score -175056.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -175086.718750 Penalty: 745.900818
	Iteration 11Q: 3 clusters Score -175086.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -175115.109375 Penalty: 745.900818
	Iteration 12Q: 3 clusters Score -175115.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -175149.187500 Penalty: 745.900818
	Iteration 13Q: 3 clusters Score -175149.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -175188.328125 Penalty: 745.900818
	Iteration 14Q: 3 clusters Score -175188.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -175229.593750 Penalty: 745.900818
	Iteration 15Q: 3 clusters Score -175229.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -175261.500000 Penalty: 745.900818
	Iteration 16Q: 3 clusters Score -175261.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -175291.343750 Penalty: 745.900818
	Iteration 17Q: 3 clusters Score -175291.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -175324.796875 Penalty: 745.900818
	Iteration 18Q: 3 clusters Score -175324.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -175357.406250 Penalty: 745.900818
	Iteration 19Q: 3 clusters Score -175357.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -175368.125000 Penalty: 745.900818
	Iteration 20F: 3 clusters Score -175368.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -175384.281250 Penalty: 745.900818
	Iteration 21Q: 3 clusters Score -175384.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -175391.656250 Penalty: 745.900818
	Iteration 22Q: 3 clusters Score -175391.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -175398.375000 Penalty: 745.900818
	Iteration 23Q: 3 clusters Score -175398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -175406.765625 Penalty: 745.900818
	Iteration 24Q: 3 clusters Score -175406.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -175408.984375 Penalty: 745.900818
	Iteration 25Q: 3 clusters Score -175409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -175414.265625 Penalty: 745.900818
	Iteration 26Q: 3 clusters Score -175414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -175418.390625 Penalty: 745.900818
	Iteration 27Q: 3 clusters Score -175418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -175421.296875 Penalty: 745.900818
	Iteration 28Q: 3 clusters Score -175421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -175422.187500 Penalty: 745.900818
	Iteration 29Q: 3 clusters Score -175422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -175423.078125 Penalty: 745.900818
	Iteration 30Q: 3 clusters Score -175423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -175423.078125 Penalty: 745.900818
	Iteration 31F: 3 clusters Score -175423.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -137793.296875 Penalty: 360.347260
	Iteration 0F: 2 clusters Score -137793.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -135880.968750 Penalty: 720.694519
	Iteration 0F: 3 clusters Score -135881 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -136526.406250 Penalty: 720.694519
	Iteration 1F: 3 clusters Score -136526.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -136694.140625 Penalty: 720.694519
	Iteration 2F: 3 clusters Score -136694.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -136838.296875 Penalty: 720.694519
	Iteration 3F: 3 clusters Score -136838.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -136997.593750 Penalty: 720.694519
	Iteration 4F: 3 clusters Score -136997.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -137154.171875 Penalty: 720.694519
	Iteration 5F: 3 clusters Score -137154.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -137276.859375 Penalty: 720.694519
	Iteration 6Q: 3 clusters Score -137276.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -137365.875000 Penalty: 720.694519
	Iteration 7Q: 3 clusters Score -137365.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -137412.500000 Penalty: 720.694519
	Iteration 8Q: 3 clusters Score -137412.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -137430.015625 Penalty: 720.694519
	Iteration 9Q: 3 clusters Score -137430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -137441.421875 Penalty: 720.694519
	Iteration 10Q: 3 clusters Score -137441.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -137453.375000 Penalty: 720.694519
	Iteration 11Q: 3 clusters Score -137453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -137460.562500 Penalty: 720.694519
	Iteration 12Q: 3 clusters Score -137460.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -137466.703125 Penalty: 720.694519
	Iteration 13Q: 3 clusters Score -137466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -137470.109375 Penalty: 720.694519
	Iteration 14Q: 3 clusters Score -137470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -137472.937500 Penalty: 720.694519
	Iteration 15Q: 3 clusters Score -137472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -137475.125000 Penalty: 720.694519
	Iteration 16Q: 3 clusters Score -137475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -137478.140625 Penalty: 720.694519
	Iteration 17Q: 3 clusters Score -137478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -137478.828125 Penalty: 720.694519
	Iteration 18Q: 3 clusters Score -137478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -137480.656250 Penalty: 720.694519
	Iteration 19Q: 3 clusters Score -137480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -137482.171875 Penalty: 720.694519
	Iteration 20F: 3 clusters Score -137482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -91300.765625 Penalty: 340.768250
	Iteration 0F: 2 clusters Score -91300.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -90017.726562 Penalty: 681.536499
	Iteration 0F: 3 clusters Score -90017.73 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -90618.195312 Penalty: 681.536499
	Iteration 1F: 3 clusters Score -90618.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -90732.484375 Penalty: 681.536499
	Iteration 2F: 3 clusters Score -90732.48 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -90807.398438 Penalty: 681.536499
	Iteration 3F: 3 clusters Score -90807.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -90865.015625 Penalty: 681.536499
	Iteration 4Q: 3 clusters Score -90865.02 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -90906.625000 Penalty: 681.536499
	Iteration 5Q: 3 clusters Score -90906.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -90937.828125 Penalty: 681.536499
	Iteration 6Q: 3 clusters Score -90937.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -90954.484375 Penalty: 681.536499
	Iteration 7Q: 3 clusters Score -90954.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -90961.414062 Penalty: 681.536499
	Iteration 8Q: 3 clusters Score -90961.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -90965.929688 Penalty: 681.536499
	Iteration 9Q: 3 clusters Score -90965.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -90971.460938 Penalty: 681.536499
	Iteration 10Q: 3 clusters Score -90971.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -90983.156250 Penalty: 681.536499
	Iteration 11Q: 3 clusters Score -90983.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -90991.421875 Penalty: 681.536499
	Iteration 12Q: 3 clusters Score -90991.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -91002.726562 Penalty: 681.536499
	Iteration 13Q: 3 clusters Score -91002.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -91010.468750 Penalty: 681.536499
	Iteration 14Q: 3 clusters Score -91010.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -91017.164062 Penalty: 681.536499
	Iteration 15Q: 3 clusters Score -91017.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -91021.523438 Penalty: 681.536499
	Iteration 16Q: 3 clusters Score -91021.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -91026.625000 Penalty: 681.536499
	Iteration 17Q: 3 clusters Score -91026.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -91034.445312 Penalty: 681.536499
	Iteration 18Q: 3 clusters Score -91034.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -91040.367188 Penalty: 681.536499
	Iteration 19Q: 3 clusters Score -91040.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -91042.289062 Penalty: 681.536499
	Iteration 20F: 3 clusters Score -91042.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -91042.406250 Penalty: 681.536499
	Iteration 21Q: 3 clusters Score -91042.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -91042.640625 Penalty: 681.536499
	Iteration 22Q: 3 clusters Score -91042.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -91043.070312 Penalty: 681.536499
	Iteration 23Q: 3 clusters Score -91043.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -91043.226562 Penalty: 681.536499
	Iteration 24Q: 3 clusters Score -91043.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -91043.531250 Penalty: 681.536499
	Iteration 25Q: 3 clusters Score -91043.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -91043.648438 Penalty: 681.536499
	Iteration 26Q: 3 clusters Score -91043.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -91043.648438 Penalty: 681.536499
	Iteration 27F: 3 clusters Score -91043.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -181783.187500 Penalty: 377.492889
	Iteration 0F: 2 clusters Score -181783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -178971.390625 Penalty: 754.985779
	Iteration 0F: 3 clusters Score -178971.4 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -180034.046875 Penalty: 754.985779
	Iteration 1F: 3 clusters Score -180034 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -180133.437500 Penalty: 754.985779
	Iteration 2F: 3 clusters Score -180133.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -180226.265625 Penalty: 754.985779
	Iteration 3Q: 3 clusters Score -180226.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -180315.734375 Penalty: 754.985779
	Iteration 4F: 3 clusters Score -180315.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -180418.937500 Penalty: 754.985779
	Iteration 5Q: 3 clusters Score -180418.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -180575.171875 Penalty: 754.985779
	Iteration 6F: 3 clusters Score -180575.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -180742.750000 Penalty: 754.985779
	Iteration 7F: 3 clusters Score -180742.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -180912.875000 Penalty: 754.985779
	Iteration 8F: 3 clusters Score -180912.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -181108.296875 Penalty: 754.985779
	Iteration 9F: 3 clusters Score -181108.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -181262.093750 Penalty: 754.985779
	Iteration 10Q: 3 clusters Score -181262.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -181353.562500 Penalty: 754.985779
	Iteration 11Q: 3 clusters Score -181353.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -181404.515625 Penalty: 754.985779
	Iteration 12Q: 3 clusters Score -181404.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -181427.468750 Penalty: 754.985779
	Iteration 13Q: 3 clusters Score -181427.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -181438.718750 Penalty: 754.985779
	Iteration 14Q: 3 clusters Score -181438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -181441.921875 Penalty: 754.985779
	Iteration 15Q: 3 clusters Score -181441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -181443.187500 Penalty: 754.985779
	Iteration 16Q: 3 clusters Score -181443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -181444.062500 Penalty: 754.985779
	Iteration 17Q: 3 clusters Score -181444.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -181444.062500 Penalty: 754.985779
	Iteration 18F: 3 clusters Score -181444.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -10689.226562 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -10689.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10274.334961 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -10274.33 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10459.865234 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -10459.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10516.523438 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -10516.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10526.454102 Penalty: 550.953979
	Iteration 3Q: 3 clusters Score -10526.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10531.245117 Penalty: 550.953979
	Iteration 4Q: 3 clusters Score -10531.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10540.688477 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -10540.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10554.750000 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -10554.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10564.592773 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -10564.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10571.755859 Penalty: 550.953979
	Iteration 8Q: 3 clusters Score -10571.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10574.779297 Penalty: 550.953979
	Iteration 9Q: 3 clusters Score -10574.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10580.654297 Penalty: 550.953979
	Iteration 10Q: 3 clusters Score -10580.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10585.547852 Penalty: 550.953979
	Iteration 11Q: 3 clusters Score -10585.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10586.815430 Penalty: 550.953979
	Iteration 12Q: 3 clusters Score -10586.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10586.815430 Penalty: 550.953979
	Iteration 13F: 3 clusters Score -10586.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Entering Unmasked Estep 
Score: -286631.656250 Penalty: 391.252533
	Iteration 0F: 2 clusters Score -286631.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -283011.125000 Penalty: 782.505066
	Iteration 0F: 3 clusters Score -283011.1 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -284307.343750 Penalty: 782.505066
	Iteration 1F: 3 clusters Score -284307.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -284417.125000 Penalty: 782.505066
	Iteration 2Q: 3 clusters Score -284417.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -284571.437500 Penalty: 782.505066
	Iteration 3F: 3 clusters Score -284571.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -284786.531250 Penalty: 782.505066
	Iteration 4F: 3 clusters Score -284786.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -285038.093750 Penalty: 782.505066
	Iteration 5F: 3 clusters Score -285038.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -285246.562500 Penalty: 782.505066
	Iteration 6F: 3 clusters Score -285246.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -285366.500000 Penalty: 782.505066
	Iteration 7Q: 3 clusters Score -285366.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -285428.875000 Penalty: 782.505066
	Iteration 8Q: 3 clusters Score -285428.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -285466.187500 Penalty: 782.505066
	Iteration 9Q: 3 clusters Score -285466.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -285491.093750 Penalty: 782.505066
	Iteration 10Q: 3 clusters Score -285491.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -285517.718750 Penalty: 782.505066
	Iteration 11Q: 3 clusters Score -285517.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -285541.375000 Penalty: 782.505066
	Iteration 12Q: 3 clusters Score -285541.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -285562.875000 Penalty: 782.505066
	Iteration 13Q: 3 clusters Score -285562.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -285590.343750 Penalty: 782.505066
	Iteration 14Q: 3 clusters Score -285590.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -285626.968750 Penalty: 782.505066
	Iteration 15Q: 3 clusters Score -285627 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -285661.406250 Penalty: 782.505066
	Iteration 16Q: 3 clusters Score -285661.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -285703.000000 Penalty: 782.505066
	Iteration 17Q: 3 clusters Score -285703 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -285744.093750 Penalty: 782.505066
	Iteration 18Q: 3 clusters Score -285744.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -285780.531250 Penalty: 782.505066
	Iteration 19Q: 3 clusters Score -285780.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -285810.968750 Penalty: 782.505066
	Iteration 20F: 3 clusters Score -285811 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -285845.906250 Penalty: 782.505066
	Iteration 21Q: 3 clusters Score -285845.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -285884.531250 Penalty: 782.505066
	Iteration 22Q: 3 clusters Score -285884.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -285923.250000 Penalty: 782.505066
	Iteration 23Q: 3 clusters Score -285923.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -285950.812500 Penalty: 782.505066
	Iteration 24Q: 3 clusters Score -285950.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -285975.093750 Penalty: 782.505066
	Iteration 25Q: 3 clusters Score -285975.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -286003.125000 Penalty: 782.505066
	Iteration 26Q: 3 clusters Score -286003.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -286023.093750 Penalty: 782.505066
	Iteration 27Q: 3 clusters Score -286023.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -286040.968750 Penalty: 782.505066
	Iteration 28Q: 3 clusters Score -286041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -286053.000000 Penalty: 782.505066
	Iteration 29Q: 3 clusters Score -286053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -286062.343750 Penalty: 782.505066
	Iteration 30Q: 3 clusters Score -286062.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -286068.281250 Penalty: 782.505066
	Iteration 31Q: 3 clusters Score -286068.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -286072.687500 Penalty: 782.505066
	Iteration 32Q: 3 clusters Score -286072.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -286076.406250 Penalty: 782.505066
	Iteration 33Q: 3 clusters Score -286076.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -286080.000000 Penalty: 782.505066
	Iteration 34Q: 3 clusters Score -286080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -286080.593750 Penalty: 782.505066
	Iteration 35Q: 3 clusters Score -286080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -286082.562500 Penalty: 782.505066
	Iteration 36Q: 3 clusters Score -286082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -286082.906250 Penalty: 782.505066
	Iteration 37Q: 3 clusters Score -286082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -286083.281250 Penalty: 782.505066
	Iteration 38Q: 3 clusters Score -286083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -286084.187500 Penalty: 782.505066
	Iteration 39Q: 3 clusters Score -286084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -286083.937500 Penalty: 782.505066
	Iteration 40F: 3 clusters Score -286083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -286085.031250 Penalty: 782.505066
	Iteration 41Q: 3 clusters Score -286085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -286085.000000 Penalty: 782.505066
	Iteration 42Q: 3 clusters Score -286085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -286085.812500 Penalty: 782.505066
	Iteration 43Q: 3 clusters Score -286085.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -286086.281250 Penalty: 782.505066
	Iteration 44Q: 3 clusters Score -286086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -286086.750000 Penalty: 782.505066
	Iteration 45Q: 3 clusters Score -286086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -286087.375000 Penalty: 782.505066
	Iteration 46Q: 3 clusters Score -286087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -286089.031250 Penalty: 782.505066
	Iteration 47Q: 3 clusters Score -286089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -286090.093750 Penalty: 782.505066
	Iteration 48Q: 3 clusters Score -286090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -286089.906250 Penalty: 782.505066
	Iteration 49Q: 3 clusters Score -286089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -286090.062500 Penalty: 782.505066
	Iteration 50Q: 3 clusters Score -286090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -286090.781250 Penalty: 782.505066
	Iteration 51Q: 3 clusters Score -286090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -286090.750000 Penalty: 782.505066
	Iteration 52Q: 3 clusters Score -286090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -286091.093750 Penalty: 782.505066
	Iteration 53Q: 3 clusters Score -286091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -286090.906250 Penalty: 782.505066
	Iteration 54Q: 3 clusters Score -286090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -286091.656250 Penalty: 782.505066
	Iteration 55Q: 3 clusters Score -286091.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -286092.187500 Penalty: 782.505066
	Iteration 56Q: 3 clusters Score -286092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -286092.406250 Penalty: 782.505066
	Iteration 57Q: 3 clusters Score -286092.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -286092.406250 Penalty: 782.505066
	Iteration 58F: 3 clusters Score -286092.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -67169.898438 Penalty: 329.903931
	Iteration 0F: 2 clusters Score -67169.9 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 675 members 
Entering Unmasked Estep 
Score: -66118.164062 Penalty: 659.807861
	Iteration 0F: 3 clusters Score -66118.16 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -66473.742188 Penalty: 659.807861
	Iteration 1F: 3 clusters Score -66473.74 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66554.460938 Penalty: 659.807861
	Iteration 2F: 3 clusters Score -66554.46 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -66601.125000 Penalty: 659.807861
	Iteration 3F: 3 clusters Score -66601.12 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -66623.476562 Penalty: 659.807861
	Iteration 4Q: 3 clusters Score -66623.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -66641.476562 Penalty: 659.807861
	Iteration 5Q: 3 clusters Score -66641.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66666.554688 Penalty: 659.807861
	Iteration 6Q: 3 clusters Score -66666.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66683.367188 Penalty: 659.807861
	Iteration 7Q: 3 clusters Score -66683.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66700.984375 Penalty: 659.807861
	Iteration 8Q: 3 clusters Score -66700.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66716.976562 Penalty: 659.807861
	Iteration 9Q: 3 clusters Score -66716.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66735.570312 Penalty: 659.807861
	Iteration 10Q: 3 clusters Score -66735.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66751.421875 Penalty: 659.807861
	Iteration 11Q: 3 clusters Score -66751.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66765.234375 Penalty: 659.807861
	Iteration 12Q: 3 clusters Score -66765.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66780.148438 Penalty: 659.807861
	Iteration 13Q: 3 clusters Score -66780.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66800.226562 Penalty: 659.807861
	Iteration 14Q: 3 clusters Score -66800.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66818.320312 Penalty: 659.807861
	Iteration 15Q: 3 clusters Score -66818.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66830.937500 Penalty: 659.807861
	Iteration 16Q: 3 clusters Score -66830.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66843.164062 Penalty: 659.807861
	Iteration 17Q: 3 clusters Score -66843.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66847.156250 Penalty: 659.807861
	Iteration 18Q: 3 clusters Score -66847.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -66848.898438 Penalty: 659.807861
	Iteration 19Q: 3 clusters Score -66848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -66850.203125 Penalty: 659.807861
	Iteration 20F: 3 clusters Score -66850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -66851.601562 Penalty: 659.807861
	Iteration 21Q: 3 clusters Score -66851.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -66854.523438 Penalty: 659.807861
	Iteration 22Q: 3 clusters Score -66854.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -66858.539062 Penalty: 659.807861
	Iteration 23Q: 3 clusters Score -66858.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -66863.617188 Penalty: 659.807861
	Iteration 24Q: 3 clusters Score -66863.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -66866.343750 Penalty: 659.807861
	Iteration 25Q: 3 clusters Score -66866.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -66867.976562 Penalty: 659.807861
	Iteration 26Q: 3 clusters Score -66867.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -66871.460938 Penalty: 659.807861
	Iteration 27Q: 3 clusters Score -66871.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -66877.328125 Penalty: 659.807861
	Iteration 28Q: 3 clusters Score -66877.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -66878.125000 Penalty: 659.807861
	Iteration 29Q: 3 clusters Score -66878.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -66879.851562 Penalty: 659.807861
	Iteration 30Q: 3 clusters Score -66879.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -66884.257812 Penalty: 659.807861
	Iteration 31Q: 3 clusters Score -66884.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -66889.601562 Penalty: 659.807861
	Iteration 32Q: 3 clusters Score -66889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -66891.703125 Penalty: 659.807861
	Iteration 33Q: 3 clusters Score -66891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -66894.687500 Penalty: 659.807861
	Iteration 34Q: 3 clusters Score -66894.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -66895.757812 Penalty: 659.807861
	Iteration 35Q: 3 clusters Score -66895.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -66898.710938 Penalty: 659.807861
	Iteration 36Q: 3 clusters Score -66898.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -66898.710938 Penalty: 659.807861
	Iteration 37F: 3 clusters Score -66898.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (75025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Entering Unmasked Estep 
Score: -3806786.000000 Penalty: 510.763733
	Iteration 0F: 2 clusters Score -3806786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -3756318.500000 Penalty: 1021.527466
	Iteration 0F: 3 clusters Score -3756318 nChanged 36433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -3780521.000000 Penalty: 1021.527466
	Iteration 1F: 3 clusters Score -3780521 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -3783995.750000 Penalty: 1021.527466
	Iteration 2F: 3 clusters Score -3783996 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3789548.250000 Penalty: 1021.527466
	Iteration 3F: 3 clusters Score -3789548 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3795695.500000 Penalty: 1021.527466
	Iteration 4F: 3 clusters Score -3795696 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3798994.250000 Penalty: 1021.527466
	Iteration 5F: 3 clusters Score -3798994 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3800123.500000 Penalty: 1021.527466
	Iteration 6Q: 3 clusters Score -3800124 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3800650.500000 Penalty: 1021.527466
	Iteration 7Q: 3 clusters Score -3800650 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3801041.250000 Penalty: 1021.527466
	Iteration 8Q: 3 clusters Score -3801041 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3801323.250000 Penalty: 1021.527466
	Iteration 9Q: 3 clusters Score -3801323 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3801552.500000 Penalty: 1021.527466
	Iteration 10Q: 3 clusters Score -3801552 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3801745.750000 Penalty: 1021.527466
	Iteration 11Q: 3 clusters Score -3801746 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3801845.500000 Penalty: 1021.527466
	Iteration 12Q: 3 clusters Score -3801846 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3801988.750000 Penalty: 1021.527466
	Iteration 13Q: 3 clusters Score -3801989 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3802120.250000 Penalty: 1021.527466
	Iteration 14Q: 3 clusters Score -3802120 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3802265.750000 Penalty: 1021.527466
	Iteration 15Q: 3 clusters Score -3802266 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3802382.000000 Penalty: 1021.527466
	Iteration 16Q: 3 clusters Score -3802382 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3802539.500000 Penalty: 1021.527466
	Iteration 17Q: 3 clusters Score -3802540 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3802686.750000 Penalty: 1021.527466
	Iteration 18Q: 3 clusters Score -3802687 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3802832.250000 Penalty: 1021.527466
	Iteration 19Q: 3 clusters Score -3802832 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3802987.000000 Penalty: 1021.527466
	Iteration 20F: 3 clusters Score -3802987 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3803149.000000 Penalty: 1021.527466
	Iteration 21Q: 3 clusters Score -3803149 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3803264.250000 Penalty: 1021.527466
	Iteration 22Q: 3 clusters Score -3803264 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3803415.500000 Penalty: 1021.527466
	Iteration 23Q: 3 clusters Score -3803416 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3803562.500000 Penalty: 1021.527466
	Iteration 24Q: 3 clusters Score -3803562 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3803669.750000 Penalty: 1021.527466
	Iteration 25Q: 3 clusters Score -3803670 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3803792.250000 Penalty: 1021.527466
	Iteration 26Q: 3 clusters Score -3803792 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3803907.000000 Penalty: 1021.527466
	Iteration 27Q: 3 clusters Score -3803907 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3803999.500000 Penalty: 1021.527466
	Iteration 28Q: 3 clusters Score -3804000 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3804098.500000 Penalty: 1021.527466
	Iteration 29Q: 3 clusters Score -3804098 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3804163.250000 Penalty: 1021.527466
	Iteration 30Q: 3 clusters Score -3804163 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3804219.250000 Penalty: 1021.527466
	Iteration 31Q: 3 clusters Score -3804219 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3804300.250000 Penalty: 1021.527466
	Iteration 32Q: 3 clusters Score -3804300 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64017 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3804381.250000 Penalty: 1021.527466
	Iteration 33Q: 3 clusters Score -3804381 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3804468.750000 Penalty: 1021.527466
	Iteration 34Q: 3 clusters Score -3804469 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3804558.750000 Penalty: 1021.527466
	Iteration 35Q: 3 clusters Score -3804559 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3804641.750000 Penalty: 1021.527466
	Iteration 36Q: 3 clusters Score -3804642 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3804725.000000 Penalty: 1021.527466
	Iteration 37Q: 3 clusters Score -3804725 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3804799.750000 Penalty: 1021.527466
	Iteration 38Q: 3 clusters Score -3804800 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3804889.500000 Penalty: 1021.527466
	Iteration 39Q: 3 clusters Score -3804890 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3804980.500000 Penalty: 1021.527466
	Iteration 40F: 3 clusters Score -3804980 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -3805078.000000 Penalty: 1021.527466
	Iteration 41Q: 3 clusters Score -3805078 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3805181.000000 Penalty: 1021.527466
	Iteration 42Q: 3 clusters Score -3805181 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3805258.250000 Penalty: 1021.527466
	Iteration 43Q: 3 clusters Score -3805258 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3805332.500000 Penalty: 1021.527466
	Iteration 44Q: 3 clusters Score -3805332 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3805379.750000 Penalty: 1021.527466
	Iteration 45Q: 3 clusters Score -3805380 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3805470.500000 Penalty: 1021.527466
	Iteration 46Q: 3 clusters Score -3805470 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3805536.250000 Penalty: 1021.527466
	Iteration 47Q: 3 clusters Score -3805536 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3805585.000000 Penalty: 1021.527466
	Iteration 48Q: 3 clusters Score -3805585 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3805638.250000 Penalty: 1021.527466
	Iteration 49Q: 3 clusters Score -3805638 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3805701.750000 Penalty: 1021.527466
	Iteration 50Q: 3 clusters Score -3805702 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3805752.000000 Penalty: 1021.527466
	Iteration 51Q: 3 clusters Score -3805752 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3805815.000000 Penalty: 1021.527466
	Iteration 52Q: 3 clusters Score -3805815 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3805867.500000 Penalty: 1021.527466
	Iteration 53Q: 3 clusters Score -3805868 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3805909.500000 Penalty: 1021.527466
	Iteration 54Q: 3 clusters Score -3805910 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3805963.500000 Penalty: 1021.527466
	Iteration 55Q: 3 clusters Score -3805964 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3806014.500000 Penalty: 1021.527466
	Iteration 56Q: 3 clusters Score -3806014 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3806066.500000 Penalty: 1021.527466
	Iteration 57Q: 3 clusters Score -3806066 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3806085.250000 Penalty: 1021.527466
	Iteration 58Q: 3 clusters Score -3806085 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3806110.000000 Penalty: 1021.527466
	Iteration 59Q: 3 clusters Score -3806110 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3806150.750000 Penalty: 1021.527466
	Iteration 60F: 3 clusters Score -3806151 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3806179.500000 Penalty: 1021.527466
	Iteration 61Q: 3 clusters Score -3806180 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3806195.250000 Penalty: 1021.527466
	Iteration 62Q: 3 clusters Score -3806195 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3806222.500000 Penalty: 1021.527466
	Iteration 63Q: 3 clusters Score -3806222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3806239.750000 Penalty: 1021.527466
	Iteration 64Q: 3 clusters Score -3806240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72875 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3806254.250000 Penalty: 1021.527466
	Iteration 65Q: 3 clusters Score -3806254 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72964 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3806268.750000 Penalty: 1021.527466
	Iteration 66Q: 3 clusters Score -3806269 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3806277.750000 Penalty: 1021.527466
	Iteration 67Q: 3 clusters Score -3806278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3806292.250000 Penalty: 1021.527466
	Iteration 68Q: 3 clusters Score -3806292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3806310.000000 Penalty: 1021.527466
	Iteration 69Q: 3 clusters Score -3806310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3806326.000000 Penalty: 1021.527466
	Iteration 70Q: 3 clusters Score -3806326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3806346.750000 Penalty: 1021.527466
	Iteration 71Q: 3 clusters Score -3806347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3806348.500000 Penalty: 1021.527466
	Iteration 72Q: 3 clusters Score -3806348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3806358.500000 Penalty: 1021.527466
	Iteration 73Q: 3 clusters Score -3806358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3806361.750000 Penalty: 1021.527466
	Iteration 74Q: 3 clusters Score -3806362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3806366.500000 Penalty: 1021.527466
	Iteration 75Q: 3 clusters Score -3806366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3806369.750000 Penalty: 1021.527466
	Iteration 76Q: 3 clusters Score -3806370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3806373.750000 Penalty: 1021.527466
	Iteration 77Q: 3 clusters Score -3806374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3806381.000000 Penalty: 1021.527466
	Iteration 78Q: 3 clusters Score -3806381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3806388.000000 Penalty: 1021.527466
	Iteration 79Q: 3 clusters Score -3806388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3806388.000000 Penalty: 1021.527466
	Iteration 80F: 3 clusters Score -3806388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73573 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3806384.250000 Penalty: 1021.527466
	Iteration 81Q: 3 clusters Score -3806384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3806385.250000 Penalty: 1021.527466
	Iteration 82Q: 3 clusters Score -3806385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3806395.750000 Penalty: 1021.527466
	Iteration 83Q: 3 clusters Score -3806396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3806397.750000 Penalty: 1021.527466
	Iteration 84Q: 3 clusters Score -3806398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3806402.750000 Penalty: 1021.527466
	Iteration 85Q: 3 clusters Score -3806403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3806405.000000 Penalty: 1021.527466
	Iteration 86Q: 3 clusters Score -3806405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73699 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3806407.750000 Penalty: 1021.527466
	Iteration 87Q: 3 clusters Score -3806408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3806403.500000 Penalty: 1021.527466
	Iteration 88Q: 3 clusters Score -3806404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3806408.500000 Penalty: 1021.527466
	Iteration 89Q: 3 clusters Score -3806408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3806410.250000 Penalty: 1021.527466
	Iteration 90Q: 3 clusters Score -3806410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3806412.000000 Penalty: 1021.527466
	Iteration 91Q: 3 clusters Score -3806412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73791 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3806411.250000 Penalty: 1021.527466
	Iteration 92Q: 3 clusters Score -3806411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3806412.000000 Penalty: 1021.527466
	Iteration 93Q: 3 clusters Score -3806412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3806409.250000 Penalty: 1021.527466
	Iteration 94Q: 3 clusters Score -3806409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73817 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3806408.000000 Penalty: 1021.527466
	Iteration 95Q: 3 clusters Score -3806408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3806413.500000 Penalty: 1021.527466
	Iteration 96Q: 3 clusters Score -3806414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3806415.000000 Penalty: 1021.527466
	Iteration 97Q: 3 clusters Score -3806415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3806414.250000 Penalty: 1021.527466
	Iteration 98Q: 3 clusters Score -3806414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3806412.500000 Penalty: 1021.527466
	Iteration 99Q: 3 clusters Score -3806412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3806416.750000 Penalty: 1021.527466
	Iteration 100F: 3 clusters Score -3806417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73869 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3806423.500000 Penalty: 1021.527466
	Iteration 101Q: 3 clusters Score -3806424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3806426.750000 Penalty: 1021.527466
	Iteration 102Q: 3 clusters Score -3806427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3806426.250000 Penalty: 1021.527466
	Iteration 103Q: 3 clusters Score -3806426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3806428.500000 Penalty: 1021.527466
	Iteration 104Q: 3 clusters Score -3806428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3806430.500000 Penalty: 1021.527466
	Iteration 105Q: 3 clusters Score -3806430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73899 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3806428.000000 Penalty: 1021.527466
	Iteration 106Q: 3 clusters Score -3806428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73909 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3806430.250000 Penalty: 1021.527466
	Iteration 107Q: 3 clusters Score -3806430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3806430.000000 Penalty: 1021.527466
	Iteration 108Q: 3 clusters Score -3806430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3806430.250000 Penalty: 1021.527466
	Iteration 109Q: 3 clusters Score -3806430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3806433.750000 Penalty: 1021.527466
	Iteration 110Q: 3 clusters Score -3806434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3806437.750000 Penalty: 1021.527466
	Iteration 111Q: 3 clusters Score -3806438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3806439.750000 Penalty: 1021.527466
	Iteration 112Q: 3 clusters Score -3806440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3806442.500000 Penalty: 1021.527466
	Iteration 113Q: 3 clusters Score -3806442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73983 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3806439.500000 Penalty: 1021.527466
	Iteration 114Q: 3 clusters Score -3806440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73995 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3806439.000000 Penalty: 1021.527466
	Iteration 115Q: 3 clusters Score -3806439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3806440.500000 Penalty: 1021.527466
	Iteration 116Q: 3 clusters Score -3806440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3806440.750000 Penalty: 1021.527466
	Iteration 117Q: 3 clusters Score -3806441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3806445.500000 Penalty: 1021.527466
	Iteration 118Q: 3 clusters Score -3806446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3806443.500000 Penalty: 1021.527466
	Iteration 119Q: 3 clusters Score -3806444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3806442.000000 Penalty: 1021.527466
	Iteration 120F: 3 clusters Score -3806442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3806448.000000 Penalty: 1021.527466
	Iteration 121Q: 3 clusters Score -3806448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3806448.000000 Penalty: 1021.527466
	Iteration 122Q: 3 clusters Score -3806448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3806450.000000 Penalty: 1021.527466
	Iteration 123Q: 3 clusters Score -3806450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3806451.250000 Penalty: 1021.527466
	Iteration 124Q: 3 clusters Score -3806451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3806453.500000 Penalty: 1021.527466
	Iteration 125Q: 3 clusters Score -3806454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3806452.750000 Penalty: 1021.527466
	Iteration 126Q: 3 clusters Score -3806453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3806452.000000 Penalty: 1021.527466
	Iteration 127Q: 3 clusters Score -3806452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74098 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3806452.000000 Penalty: 1021.527466
	Iteration 128Q: 3 clusters Score -3806452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3806451.000000 Penalty: 1021.527466
	Iteration 129Q: 3 clusters Score -3806451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3806452.250000 Penalty: 1021.527466
	Iteration 130Q: 3 clusters Score -3806452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3806456.000000 Penalty: 1021.527466
	Iteration 131Q: 3 clusters Score -3806456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3806456.000000 Penalty: 1021.527466
	Iteration 132F: 3 clusters Score -3806456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (78832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78832 members 
Entering Unmasked Estep 
Score: -4018376.500000 Penalty: 513.015869
	Iteration 0F: 2 clusters Score -4018376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -3965344.500000 Penalty: 1026.031738
	Iteration 0F: 3 clusters Score -3965344 nChanged 38460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -3990336.500000 Penalty: 1026.031738
	Iteration 1F: 3 clusters Score -3990336 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -3993128.750000 Penalty: 1026.031738
	Iteration 2F: 3 clusters Score -3993129 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -3997268.500000 Penalty: 1026.031738
	Iteration 3F: 3 clusters Score -3997268 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -4002628.500000 Penalty: 1026.031738
	Iteration 4F: 3 clusters Score -4002628 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -4007220.250000 Penalty: 1026.031738
	Iteration 5F: 3 clusters Score -4007220 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -4009446.500000 Penalty: 1026.031738
	Iteration 6F: 3 clusters Score -4009446 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -4010238.500000 Penalty: 1026.031738
	Iteration 7Q: 3 clusters Score -4010238 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -4010660.750000 Penalty: 1026.031738
	Iteration 8Q: 3 clusters Score -4010661 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -4011055.250000 Penalty: 1026.031738
	Iteration 9Q: 3 clusters Score -4011055 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -4011405.750000 Penalty: 1026.031738
	Iteration 10Q: 3 clusters Score -4011406 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -4011725.250000 Penalty: 1026.031738
	Iteration 11Q: 3 clusters Score -4011725 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -4012024.750000 Penalty: 1026.031738
	Iteration 12Q: 3 clusters Score -4012025 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -4012327.250000 Penalty: 1026.031738
	Iteration 13Q: 3 clusters Score -4012327 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -4012666.500000 Penalty: 1026.031738
	Iteration 14Q: 3 clusters Score -4012666 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -4013006.500000 Penalty: 1026.031738
	Iteration 15Q: 3 clusters Score -4013006 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -4013425.250000 Penalty: 1026.031738
	Iteration 16Q: 3 clusters Score -4013425 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -4013874.250000 Penalty: 1026.031738
	Iteration 17Q: 3 clusters Score -4013874 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -4014350.750000 Penalty: 1026.031738
	Iteration 18Q: 3 clusters Score -4014351 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -4014782.000000 Penalty: 1026.031738
	Iteration 19Q: 3 clusters Score -4014782 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -4015143.750000 Penalty: 1026.031738
	Iteration 20F: 3 clusters Score -4015144 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -4015415.750000 Penalty: 1026.031738
	Iteration 21Q: 3 clusters Score -4015416 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -4015608.500000 Penalty: 1026.031738
	Iteration 22Q: 3 clusters Score -4015608 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -4015740.000000 Penalty: 1026.031738
	Iteration 23Q: 3 clusters Score -4015740 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -4015824.250000 Penalty: 1026.031738
	Iteration 24Q: 3 clusters Score -4015824 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -4015891.750000 Penalty: 1026.031738
	Iteration 25Q: 3 clusters Score -4015892 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -4015928.250000 Penalty: 1026.031738
	Iteration 26Q: 3 clusters Score -4015928 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -4015955.500000 Penalty: 1026.031738
	Iteration 27Q: 3 clusters Score -4015956 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -4015958.000000 Penalty: 1026.031738
	Iteration 28Q: 3 clusters Score -4015958 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -4015972.750000 Penalty: 1026.031738
	Iteration 29Q: 3 clusters Score -4015973 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -4015968.250000 Penalty: 1026.031738
	Iteration 30Q: 3 clusters Score -4015968 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -4015970.250000 Penalty: 1026.031738
	Iteration 31Q: 3 clusters Score -4015970 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -4015974.500000 Penalty: 1026.031738
	Iteration 32Q: 3 clusters Score -4015974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -4015984.750000 Penalty: 1026.031738
	Iteration 33Q: 3 clusters Score -4015985 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -4015985.500000 Penalty: 1026.031738
	Iteration 34Q: 3 clusters Score -4015986 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
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Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4016191.500000 Penalty: 1026.031738
	Iteration 221Q: 3 clusters Score -4016192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -4016196.750000 Penalty: 1026.031738
	Iteration 222Q: 3 clusters Score -4016197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4016200.000000 Penalty: 1026.031738
	Iteration 223Q: 3 clusters Score -4016200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4016199.500000 Penalty: 1026.031738
	Iteration 224Q: 3 clusters Score -4016200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -4016204.500000 Penalty: 1026.031738
	Iteration 225Q: 3 clusters Score -4016204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -4016208.250000 Penalty: 1026.031738
	Iteration 226Q: 3 clusters Score -4016208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4016203.000000 Penalty: 1026.031738
	Iteration 227Q: 3 clusters Score -4016203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -4016206.500000 Penalty: 1026.031738
	Iteration 228Q: 3 clusters Score -4016206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4016210.500000 Penalty: 1026.031738
	Iteration 229Q: 3 clusters Score -4016210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -4016208.000000 Penalty: 1026.031738
	Iteration 230Q: 3 clusters Score -4016208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -4016213.000000 Penalty: 1026.031738
	Iteration 231Q: 3 clusters Score -4016213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -4016216.750000 Penalty: 1026.031738
	Iteration 232Q: 3 clusters Score -4016217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -4016216.500000 Penalty: 1026.031738
	Iteration 233Q: 3 clusters Score -4016216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -4016215.500000 Penalty: 1026.031738
	Iteration 234Q: 3 clusters Score -4016216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -4016215.500000 Penalty: 1026.031738
	Iteration 235F: 3 clusters Score -4016216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -9891.520508 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -9891.521 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 119 members 
Entering Unmasked Estep 
Score: -9567.789062 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -9567.789 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9676.701172 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -9676.701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9716.022461 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -9716.022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9742.729492 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -9742.729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9762.948242 Penalty: 503.538452
	Iteration 4F: 3 clusters Score -9762.948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9768.203125 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -9768.203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9769.749023 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -9769.749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9770.828125 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -9770.828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9770.828125 Penalty: 503.538452
	Iteration 8F: 3 clusters Score -9770.828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (135890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135890 members 
Entering Unmasked Estep 
Score: -6792959.500000 Penalty: 537.791870
	Iteration 0F: 2 clusters Score -6792960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -6703039.000000 Penalty: 1075.583740
	Iteration 0F: 3 clusters Score -6703039 nChanged 66766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -6744553.000000 Penalty: 1075.583740
	Iteration 1F: 3 clusters Score -6744553 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -6747074.000000 Penalty: 1075.583740
	Iteration 2Q: 3 clusters Score -6747074 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -6751625.500000 Penalty: 1075.583740
	Iteration 3F: 3 clusters Score -6751626 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 98238 members 
Entering Unmasked Estep 
Score: -6759072.000000 Penalty: 1075.583740
	Iteration 4F: 3 clusters Score -6759072 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -6768971.500000 Penalty: 1075.583740
	Iteration 5F: 3 clusters Score -6768972 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 120812 members 
Entering Unmasked Estep 
Score: -6779261.000000 Penalty: 1075.583740
	Iteration 6F: 3 clusters Score -6779261 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 128897 members 
Entering Unmasked Estep 
Score: -6786698.500000 Penalty: 1075.583740
	Iteration 7F: 3 clusters Score -6786698 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 133442 members 
Entering Unmasked Estep 
Score: -6790589.000000 Penalty: 1075.583740
	Iteration 8Q: 3 clusters Score -6790589 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 135211 members 
Entering Unmasked Estep 
Score: -6791998.500000 Penalty: 1075.583740
	Iteration 9Q: 3 clusters Score -6791998 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 135722 members 
Entering Unmasked Estep 
Score: -6792327.000000 Penalty: 1075.583740
	Iteration 10Q: 3 clusters Score -6792327 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 135828 members 
Entering Unmasked Estep 
Score: -6792424.500000 Penalty: 1075.583740
	Iteration 11Q: 3 clusters Score -6792424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 135850 members 
Entering Unmasked Estep 
Score: -6792445.000000 Penalty: 1075.583740
	Iteration 12Q: 3 clusters Score -6792445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 135858 members 
Entering Unmasked Estep 
Score: -6792460.000000 Penalty: 1075.583740
	Iteration 13Q: 3 clusters Score -6792460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 135862 members 
Entering Unmasked Estep 
Score: -6792474.000000 Penalty: 1075.583740
	Iteration 14Q: 3 clusters Score -6792474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 135864 members 
Entering Unmasked Estep 
Score: -6792482.500000 Penalty: 1075.583740
	Iteration 15Q: 3 clusters Score -6792482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 135864 members 
Entering Unmasked Estep 
Score: -6792482.500000 Penalty: 1075.583740
	Iteration 16F: 3 clusters Score -6792482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -27144.751953 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -27144.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26650.828125 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -26650.83 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26875.992188 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -26875.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26960.630859 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -26960.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27023.218750 Penalty: 576.166687
	Iteration 3F: 3 clusters Score -27023.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27078.789062 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -27078.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27113.484375 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -27113.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27125.873047 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -27125.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27131.201172 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -27131.2 nChanged 2
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: -27134.699219 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -27134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27138.751953 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -27138.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27138.751953 Penalty: 576.166687
	Iteration 10F: 3 clusters Score -27138.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Entering Unmasked Estep 
Score: -358144.281250 Penalty: 403.500000
	Iteration 0F: 2 clusters Score -358144.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -353422.312500 Penalty: 807.000000
	Iteration 0F: 3 clusters Score -353422.3 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -355279.812500 Penalty: 807.000000
	Iteration 1F: 3 clusters Score -355279.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -355526.156250 Penalty: 807.000000
	Iteration 2F: 3 clusters Score -355526.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -355848.406250 Penalty: 807.000000
	Iteration 3F: 3 clusters Score -355848.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -356259.656250 Penalty: 807.000000
	Iteration 4F: 3 clusters Score -356259.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -356727.500000 Penalty: 807.000000
	Iteration 5F: 3 clusters Score -356727.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -357109.406250 Penalty: 807.000000
	Iteration 6Q: 3 clusters Score -357109.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -357322.906250 Penalty: 807.000000
	Iteration 7Q: 3 clusters Score -357322.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -357431.937500 Penalty: 807.000000
	Iteration 8Q: 3 clusters Score -357431.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -357489.218750 Penalty: 807.000000
	Iteration 9Q: 3 clusters Score -357489.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -357530.718750 Penalty: 807.000000
	Iteration 10Q: 3 clusters Score -357530.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -357574.406250 Penalty: 807.000000
	Iteration 11Q: 3 clusters Score -357574.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -357609.750000 Penalty: 807.000000
	Iteration 12Q: 3 clusters Score -357609.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -357641.875000 Penalty: 807.000000
	Iteration 13Q: 3 clusters Score -357641.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -357664.375000 Penalty: 807.000000
	Iteration 14Q: 3 clusters Score -357664.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -357677.875000 Penalty: 807.000000
	Iteration 15Q: 3 clusters Score -357677.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -357687.843750 Penalty: 807.000000
	Iteration 16Q: 3 clusters Score -357687.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -357699.062500 Penalty: 807.000000
	Iteration 17Q: 3 clusters Score -357699.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -357710.406250 Penalty: 807.000000
	Iteration 18Q: 3 clusters Score -357710.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -357719.781250 Penalty: 807.000000
	Iteration 19Q: 3 clusters Score -357719.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -357728.468750 Penalty: 807.000000
	Iteration 20F: 3 clusters Score -357728.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -357737.156250 Penalty: 807.000000
	Iteration 21Q: 3 clusters Score -357737.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -357745.250000 Penalty: 807.000000
	Iteration 22Q: 3 clusters Score -357745.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -357753.187500 Penalty: 807.000000
	Iteration 23Q: 3 clusters Score -357753.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -357758.312500 Penalty: 807.000000
	Iteration 24Q: 3 clusters Score -357758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -357762.250000 Penalty: 807.000000
	Iteration 25Q: 3 clusters Score -357762.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -357767.281250 Penalty: 807.000000
	Iteration 26Q: 3 clusters Score -357767.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -357771.125000 Penalty: 807.000000
	Iteration 27Q: 3 clusters Score -357771.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -357774.468750 Penalty: 807.000000
	Iteration 28Q: 3 clusters Score -357774.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -357779.750000 Penalty: 807.000000
	Iteration 29Q: 3 clusters Score -357779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -357784.312500 Penalty: 807.000000
	Iteration 30Q: 3 clusters Score -357784.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -357788.687500 Penalty: 807.000000
	Iteration 31Q: 3 clusters Score -357788.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -357790.656250 Penalty: 807.000000
	Iteration 32Q: 3 clusters Score -357790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -357792.625000 Penalty: 807.000000
	Iteration 33Q: 3 clusters Score -357792.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -357793.593750 Penalty: 807.000000
	Iteration 34Q: 3 clusters Score -357793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -357795.031250 Penalty: 807.000000
	Iteration 35Q: 3 clusters Score -357795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -357797.843750 Penalty: 807.000000
	Iteration 36Q: 3 clusters Score -357797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -357801.718750 Penalty: 807.000000
	Iteration 37Q: 3 clusters Score -357801.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -357803.250000 Penalty: 807.000000
	Iteration 38Q: 3 clusters Score -357803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -357808.375000 Penalty: 807.000000
	Iteration 39Q: 3 clusters Score -357808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -357808.718750 Penalty: 807.000000
	Iteration 40F: 3 clusters Score -357808.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -357810.500000 Penalty: 807.000000
	Iteration 41Q: 3 clusters Score -357810.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -357811.937500 Penalty: 807.000000
	Iteration 42Q: 3 clusters Score -357811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -357813.187500 Penalty: 807.000000
	Iteration 43Q: 3 clusters Score -357813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -357814.875000 Penalty: 807.000000
	Iteration 44Q: 3 clusters Score -357814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -357815.812500 Penalty: 807.000000
	Iteration 45Q: 3 clusters Score -357815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -357816.843750 Penalty: 807.000000
	Iteration 46Q: 3 clusters Score -357816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -357816.906250 Penalty: 807.000000
	Iteration 47Q: 3 clusters Score -357816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -357818.406250 Penalty: 807.000000
	Iteration 48Q: 3 clusters Score -357818.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -357818.531250 Penalty: 807.000000
	Iteration 49Q: 3 clusters Score -357818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -357819.343750 Penalty: 807.000000
	Iteration 50Q: 3 clusters Score -357819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -357819.062500 Penalty: 807.000000
	Iteration 51Q: 3 clusters Score -357819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -357819.062500 Penalty: 807.000000
	Iteration 52F: 3 clusters Score -357819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -79349.257812 Penalty: 337.060547
	Iteration 0F: 2 clusters Score -79349.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -78130.781250 Penalty: 674.121094
	Iteration 0F: 3 clusters Score -78130.78 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -78510.101562 Penalty: 674.121094
	Iteration 1F: 3 clusters Score -78510.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -78561.023438 Penalty: 674.121094
	Iteration 2F: 3 clusters Score -78561.02 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -78592.289062 Penalty: 674.121094
	Iteration 3Q: 3 clusters Score -78592.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -78620.054688 Penalty: 674.121094
	Iteration 4Q: 3 clusters Score -78620.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -78661.625000 Penalty: 674.121094
	Iteration 5Q: 3 clusters Score -78661.62 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -78719.109375 Penalty: 674.121094
	Iteration 6F: 3 clusters Score -78719.11 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -78770.640625 Penalty: 674.121094
	Iteration 7Q: 3 clusters Score -78770.64 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -78828.882812 Penalty: 674.121094
	Iteration 8Q: 3 clusters Score -78828.88 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -78888.265625 Penalty: 674.121094
	Iteration 9Q: 3 clusters Score -78888.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -78939.750000 Penalty: 674.121094
	Iteration 10Q: 3 clusters Score -78939.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -78990.015625 Penalty: 674.121094
	Iteration 11Q: 3 clusters Score -78990.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -79021.921875 Penalty: 674.121094
	Iteration 12Q: 3 clusters Score -79021.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -79037.960938 Penalty: 674.121094
	Iteration 13Q: 3 clusters Score -79037.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -79045.710938 Penalty: 674.121094
	Iteration 14Q: 3 clusters Score -79045.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -79051.390625 Penalty: 674.121094
	Iteration 15Q: 3 clusters Score -79051.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -79053.515625 Penalty: 674.121094
	Iteration 16Q: 3 clusters Score -79053.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -79053.515625 Penalty: 674.121094
	Iteration 17F: 3 clusters Score -79053.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -50423.750000 Penalty: 315.426392
	Iteration 0F: 2 clusters Score -50423.75 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 485 members 
Entering Unmasked Estep 
Score: -49578.945312 Penalty: 630.852783
	Iteration 0F: 3 clusters Score -49578.95 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -49912.199219 Penalty: 630.852783
	Iteration 1F: 3 clusters Score -49912.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -50031.386719 Penalty: 630.852783
	Iteration 2F: 3 clusters Score -50031.39 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -50102.945312 Penalty: 630.852783
	Iteration 3F: 3 clusters Score -50102.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -50158.207031 Penalty: 630.852783
	Iteration 4F: 3 clusters Score -50158.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -50216.765625 Penalty: 630.852783
	Iteration 5Q: 3 clusters Score -50216.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50259.414062 Penalty: 630.852783
	Iteration 6Q: 3 clusters Score -50259.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -50282.667969 Penalty: 630.852783
	Iteration 7Q: 3 clusters Score -50282.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -50299.097656 Penalty: 630.852783
	Iteration 8Q: 3 clusters Score -50299.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -50307.222656 Penalty: 630.852783
	Iteration 9Q: 3 clusters Score -50307.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -50313.750000 Penalty: 630.852783
	Iteration 10Q: 3 clusters Score -50313.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -50319.503906 Penalty: 630.852783
	Iteration 11Q: 3 clusters Score -50319.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -50323.078125 Penalty: 630.852783
	Iteration 12Q: 3 clusters Score -50323.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -50328.246094 Penalty: 630.852783
	Iteration 13Q: 3 clusters Score -50328.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -50332.988281 Penalty: 630.852783
	Iteration 14Q: 3 clusters Score -50332.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -50336.757812 Penalty: 630.852783
	Iteration 15Q: 3 clusters Score -50336.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -50343.832031 Penalty: 630.852783
	Iteration 16Q: 3 clusters Score -50343.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -50353.871094 Penalty: 630.852783
	Iteration 17Q: 3 clusters Score -50353.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -50361.394531 Penalty: 630.852783
	Iteration 18Q: 3 clusters Score -50361.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -50363.750000 Penalty: 630.852783
	Iteration 19Q: 3 clusters Score -50363.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -50363.835938 Penalty: 630.852783
	Iteration 20F: 3 clusters Score -50363.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -43933.972656 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -43933.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43341.488281 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -43341.49 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43571.468750 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -43571.47 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -43627.914062 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -43627.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -43663.257812 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -43663.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -43688.449219 Penalty: 599.842346
	Iteration 4Q: 3 clusters Score -43688.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43710.480469 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -43710.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43726.394531 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -43726.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43737.464844 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -43737.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43747.515625 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -43747.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43750.148438 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -43750.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43752.371094 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -43752.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43753.378906 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -43753.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43753.378906 Penalty: 599.842346
	Iteration 12F: 3 clusters Score -43753.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -7362.437012 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -7362.437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7117.850098 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -7117.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7202.111816 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -7202.112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7242.416992 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -7242.417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7261.971680 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -7261.972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7283.871582 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -7283.872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7285.667480 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -7285.667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7285.667480 Penalty: 462.407776
	Iteration 6F: 3 clusters Score -7285.667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -1762.635254 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -1762.635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1590.734009 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -1590.734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1654.706055 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -1654.706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1682.675415 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -1682.675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1716.432373 Penalty: 408.465912
	Iteration 3F: 3 clusters Score -1716.432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1725.705322 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -1725.705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1725.705322 Penalty: 408.465912
	Iteration 5F: 3 clusters Score -1725.705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -105172.468750 Penalty: 343.531158
	Iteration 0F: 2 clusters Score -105172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -103774.078125 Penalty: 687.062317
	Iteration 0F: 3 clusters Score -103774.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -104206.953125 Penalty: 687.062317
	Iteration 1F: 3 clusters Score -104207 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -104262.304688 Penalty: 687.062317
	Iteration 2F: 3 clusters Score -104262.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -104300.570312 Penalty: 687.062317
	Iteration 3F: 3 clusters Score -104300.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -104334.937500 Penalty: 687.062317
	Iteration 4Q: 3 clusters Score -104334.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -104377.984375 Penalty: 687.062317
	Iteration 5Q: 3 clusters Score -104378 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -104436.414062 Penalty: 687.062317
	Iteration 6Q: 3 clusters Score -104436.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -104484.570312 Penalty: 687.062317
	Iteration 7Q: 3 clusters Score -104484.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -104554.921875 Penalty: 687.062317
	Iteration 8Q: 3 clusters Score -104554.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -104623.937500 Penalty: 687.062317
	Iteration 9Q: 3 clusters Score -104623.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -104682.289062 Penalty: 687.062317
	Iteration 10Q: 3 clusters Score -104682.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -104744.843750 Penalty: 687.062317
	Iteration 11Q: 3 clusters Score -104744.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -104793.289062 Penalty: 687.062317
	Iteration 12Q: 3 clusters Score -104793.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -104830.242188 Penalty: 687.062317
	Iteration 13Q: 3 clusters Score -104830.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -104859.695312 Penalty: 687.062317
	Iteration 14Q: 3 clusters Score -104859.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -104879.226562 Penalty: 687.062317
	Iteration 15Q: 3 clusters Score -104879.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -104883.539062 Penalty: 687.062317
	Iteration 16Q: 3 clusters Score -104883.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -104883.539062 Penalty: 687.062317
	Iteration 17F: 3 clusters Score -104883.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -9083.676758 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -9083.677 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 97 members 
Entering Unmasked Estep 
Score: -8805.250977 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -8805.251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8961.186523 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -8961.187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9038.695312 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -9038.695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9092.095703 Penalty: 486.586761
	Iteration 3F: 3 clusters Score -9092.096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9133.671875 Penalty: 486.586761
	Iteration 4F: 3 clusters Score -9133.672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9161.816406 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -9161.816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9195.479492 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -9195.479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9209.304688 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -9209.305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9211.888672 Penalty: 486.586761
	Iteration 8Q: 3 clusters Score -9211.889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9211.888672 Penalty: 486.586761
	Iteration 9F: 3 clusters Score -9211.889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102405 members 
Mstep: Class 3 contains 18421 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1750 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 216573 members 
Mstep: Class 8 contains 28238 members 
Mstep: Class 9 contains 37003 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6560 members 
Mstep: Class 12 contains 56707 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 8914 members 
Mstep: Class 16 contains 88 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89608 members 
Mstep: Class 19 contains 90402 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90822 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 129605 members 
Mstep: Class 25 contains 19044 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 90715 members 
Mstep: Class 29 contains 77269 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 3629 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 5426 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 75025 members 
Mstep: Class 40 contains 78832 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 135890 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1025 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1901 members 
Mstep: Class 51 contains 122 members 
Mstep: Class 52 contains 179012 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 45323 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 85905 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10215 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 17057 members 
Mstep: Class 65 contains 155969 members 
Mstep: Class 66 contains 38447 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 8275 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90681032.000000 Penalty: 50111.023438
Splitting cluster 51 changes total score from -90684328.000000 to -90681032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (179012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179012 members 
Entering Unmasked Estep 
Score: -8873552.000000 Penalty: 550.331970
	Iteration 0F: 2 clusters Score -8873552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -8751695.000000 Penalty: 1100.663940
	Iteration 0F: 3 clusters Score -8751695 nChanged 88141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -8804218.000000 Penalty: 1100.663940
	Iteration 1F: 3 clusters Score -8804218 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -8804817.000000 Penalty: 1100.663940
	Iteration 2Q: 3 clusters Score -8804817 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -8805529.000000 Penalty: 1100.663940
	Iteration 3Q: 3 clusters Score -8805529 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -8806693.000000 Penalty: 1100.663940
	Iteration 4Q: 3 clusters Score -8806693 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -8808520.000000 Penalty: 1100.663940
	Iteration 5Q: 3 clusters Score -8808520 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 71550 members 
Entering Unmasked Estep 
Score: -8811579.000000 Penalty: 1100.663940
	Iteration 6Q: 3 clusters Score -8811579 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115664 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -8816848.000000 Penalty: 1100.663940
	Iteration 7F: 3 clusters Score -8816848 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125512 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -8824421.000000 Penalty: 1100.663940
	Iteration 8F: 3 clusters Score -8824421 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134892 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -8833374.000000 Penalty: 1100.663940
	Iteration 9F: 3 clusters Score -8833374 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141292 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -8841174.000000 Penalty: 1100.663940
	Iteration 10F: 3 clusters Score -8841174 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143852 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -8847567.000000 Penalty: 1100.663940
	Iteration 11Q: 3 clusters Score -8847567 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143527 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -8852246.000000 Penalty: 1100.663940
	Iteration 12Q: 3 clusters Score -8852246 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141875 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -8855994.000000 Penalty: 1100.663940
	Iteration 13Q: 3 clusters Score -8855994 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139837 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8858941.000000 Penalty: 1100.663940
	Iteration 14Q: 3 clusters Score -8858941 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137607 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -8861179.000000 Penalty: 1100.663940
	Iteration 15Q: 3 clusters Score -8861179 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135168 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -8862831.000000 Penalty: 1100.663940
	Iteration 16Q: 3 clusters Score -8862831 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132577 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -8863934.000000 Penalty: 1100.663940
	Iteration 17Q: 3 clusters Score -8863934 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130000 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -8864715.000000 Penalty: 1100.663940
	Iteration 18Q: 3 clusters Score -8864715 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127482 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -8865158.000000 Penalty: 1100.663940
	Iteration 19Q: 3 clusters Score -8865158 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124940 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -8865863.000000 Penalty: 1100.663940
	Iteration 20F: 3 clusters Score -8865863 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122144 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -8866324.000000 Penalty: 1100.663940
	Iteration 21Q: 3 clusters Score -8866324 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119296 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -8866775.000000 Penalty: 1100.663940
	Iteration 22Q: 3 clusters Score -8866775 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -8867069.000000 Penalty: 1100.663940
	Iteration 23Q: 3 clusters Score -8867069 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 65091 members 
Entering Unmasked Estep 
Score: -8867414.000000 Penalty: 1100.663940
	Iteration 24Q: 3 clusters Score -8867414 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -8867705.000000 Penalty: 1100.663940
	Iteration 25Q: 3 clusters Score -8867705 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108689 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
Score: -8867917.000000 Penalty: 1100.663940
	Iteration 26Q: 3 clusters Score -8867917 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -8868153.000000 Penalty: 1100.663940
	Iteration 27Q: 3 clusters Score -8868153 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -8868439.000000 Penalty: 1100.663940
	Iteration 28Q: 3 clusters Score -8868439 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -8868676.000000 Penalty: 1100.663940
	Iteration 29Q: 3 clusters Score -8868676 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -8868787.000000 Penalty: 1100.663940
	Iteration 30Q: 3 clusters Score -8868787 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -8869138.000000 Penalty: 1100.663940
	Iteration 31Q: 3 clusters Score -8869138 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95010 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -8869467.000000 Penalty: 1100.663940
	Iteration 32Q: 3 clusters Score -8869467 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92920 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -8869580.000000 Penalty: 1100.663940
	Iteration 33Q: 3 clusters Score -8869580 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90851 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -8869792.000000 Penalty: 1100.663940
	Iteration 34Q: 3 clusters Score -8869792 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -8869898.000000 Penalty: 1100.663940
	Iteration 35Q: 3 clusters Score -8869898 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 92255 members 
Entering Unmasked Estep 
Score: -8869956.000000 Penalty: 1100.663940
	Iteration 36Q: 3 clusters Score -8869956 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -8869931.000000 Penalty: 1100.663940
	Iteration 37Q: 3 clusters Score -8869931 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -8869912.000000 Penalty: 1100.663940
	Iteration 38Q: 3 clusters Score -8869912 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -8869818.000000 Penalty: 1100.663940
	Iteration 39Q: 3 clusters Score -8869818 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -8869770.000000 Penalty: 1100.663940
	Iteration 40F: 3 clusters Score -8869770 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 99484 members 
Entering Unmasked Estep 
Score: -8869692.000000 Penalty: 1100.663940
	Iteration 41Q: 3 clusters Score -8869692 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -8869598.000000 Penalty: 1100.663940
	Iteration 42Q: 3 clusters Score -8869598 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 101554 members 
Entering Unmasked Estep 
Score: -8869447.000000 Penalty: 1100.663940
	Iteration 43Q: 3 clusters Score -8869447 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 102591 members 
Entering Unmasked Estep 
Score: -8869285.000000 Penalty: 1100.663940
	Iteration 44Q: 3 clusters Score -8869285 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -8869145.000000 Penalty: 1100.663940
	Iteration 45Q: 3 clusters Score -8869145 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 104787 members 
Entering Unmasked Estep 
Score: -8868898.000000 Penalty: 1100.663940
	Iteration 46Q: 3 clusters Score -8868898 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -8868725.000000 Penalty: 1100.663940
	Iteration 47Q: 3 clusters Score -8868725 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71828 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -8868570.000000 Penalty: 1100.663940
	Iteration 48Q: 3 clusters Score -8868570 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 108410 members 
Entering Unmasked Estep 
Score: -8868325.000000 Penalty: 1100.663940
	Iteration 49Q: 3 clusters Score -8868325 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 109683 members 
Entering Unmasked Estep 
Score: -8868079.000000 Penalty: 1100.663940
	Iteration 50Q: 3 clusters Score -8868079 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -8867938.000000 Penalty: 1100.663940
	Iteration 51Q: 3 clusters Score -8867938 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -8867739.000000 Penalty: 1100.663940
	Iteration 52Q: 3 clusters Score -8867739 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 113664 members 
Entering Unmasked Estep 
Score: -8867497.000000 Penalty: 1100.663940
	Iteration 53Q: 3 clusters Score -8867497 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 115009 members 
Entering Unmasked Estep 
Score: -8867238.000000 Penalty: 1100.663940
	Iteration 54Q: 3 clusters Score -8867238 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -8867076.000000 Penalty: 1100.663940
	Iteration 55Q: 3 clusters Score -8867076 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 117849 members 
Entering Unmasked Estep 
Score: -8866772.000000 Penalty: 1100.663940
	Iteration 56Q: 3 clusters Score -8866772 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -8866472.000000 Penalty: 1100.663940
	Iteration 57Q: 3 clusters Score -8866472 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 121001 members 
Entering Unmasked Estep 
Score: -8866296.000000 Penalty: 1100.663940
	Iteration 58Q: 3 clusters Score -8866296 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 122621 members 
Entering Unmasked Estep 
Score: -8866118.000000 Penalty: 1100.663940
	Iteration 59Q: 3 clusters Score -8866118 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 124267 members 
Entering Unmasked Estep 
Score: -8865890.000000 Penalty: 1100.663940
	Iteration 60F: 3 clusters Score -8865890 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 125969 members 
Entering Unmasked Estep 
Score: -8865604.000000 Penalty: 1100.663940
	Iteration 61Q: 3 clusters Score -8865604 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 127755 members 
Entering Unmasked Estep 
Score: -8865364.000000 Penalty: 1100.663940
	Iteration 62Q: 3 clusters Score -8865364 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 129584 members 
Entering Unmasked Estep 
Score: -8865164.000000 Penalty: 1100.663940
	Iteration 63Q: 3 clusters Score -8865164 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 131467 members 
Entering Unmasked Estep 
Score: -8864892.000000 Penalty: 1100.663940
	Iteration 64Q: 3 clusters Score -8864892 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 133411 members 
Entering Unmasked Estep 
Score: -8864795.000000 Penalty: 1100.663940
	Iteration 65Q: 3 clusters Score -8864795 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 135294 members 
Entering Unmasked Estep 
Score: -8864607.000000 Penalty: 1100.663940
	Iteration 66Q: 3 clusters Score -8864607 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 137095 members 
Entering Unmasked Estep 
Score: -8864472.000000 Penalty: 1100.663940
	Iteration 67Q: 3 clusters Score -8864472 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 138826 members 
Entering Unmasked Estep 
Score: -8864345.000000 Penalty: 1100.663940
	Iteration 68Q: 3 clusters Score -8864345 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 140511 members 
Entering Unmasked Estep 
Score: -8864212.000000 Penalty: 1100.663940
	Iteration 69Q: 3 clusters Score -8864212 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 142288 members 
Entering Unmasked Estep 
Score: -8864178.000000 Penalty: 1100.663940
	Iteration 70Q: 3 clusters Score -8864178 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 144212 members 
Entering Unmasked Estep 
Score: -8864160.000000 Penalty: 1100.663940
	Iteration 71Q: 3 clusters Score -8864160 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 146210 members 
Entering Unmasked Estep 
Score: -8864154.000000 Penalty: 1100.663940
	Iteration 72Q: 3 clusters Score -8864154 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 148248 members 
Entering Unmasked Estep 
Score: -8864192.000000 Penalty: 1100.663940
	Iteration 73Q: 3 clusters Score -8864192 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 150321 members 
Entering Unmasked Estep 
Score: -8864178.000000 Penalty: 1100.663940
	Iteration 74Q: 3 clusters Score -8864178 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 152466 members 
Entering Unmasked Estep 
Score: -8864204.000000 Penalty: 1100.663940
	Iteration 75Q: 3 clusters Score -8864204 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 154738 members 
Entering Unmasked Estep 
Score: -8864296.000000 Penalty: 1100.663940
	Iteration 76Q: 3 clusters Score -8864296 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -8864435.000000 Penalty: 1100.663940
	Iteration 77Q: 3 clusters Score -8864435 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 159287 members 
Entering Unmasked Estep 
Score: -8864642.000000 Penalty: 1100.663940
	Iteration 78Q: 3 clusters Score -8864642 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 161519 members 
Entering Unmasked Estep 
Score: -8865783.000000 Penalty: 1100.663940
	Iteration 79Q: 3 clusters Score -8865783 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 163590 members 
Entering Unmasked Estep 
Score: -8866934.000000 Penalty: 1100.663940
	Iteration 80F: 3 clusters Score -8866934 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 165438 members 
Entering Unmasked Estep 
Score: -8867838.000000 Penalty: 1100.663940
	Iteration 81Q: 3 clusters Score -8867838 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 167207 members 
Entering Unmasked Estep 
Score: -8868772.000000 Penalty: 1100.663940
	Iteration 82Q: 3 clusters Score -8868772 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 168781 members 
Entering Unmasked Estep 
Score: -8869473.000000 Penalty: 1100.663940
	Iteration 83Q: 3 clusters Score -8869473 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 170076 members 
Entering Unmasked Estep 
Score: -8870024.000000 Penalty: 1100.663940
	Iteration 84Q: 3 clusters Score -8870024 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 171229 members 
Entering Unmasked Estep 
Score: -8870501.000000 Penalty: 1100.663940
	Iteration 85Q: 3 clusters Score -8870501 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 172302 members 
Entering Unmasked Estep 
Score: -8870961.000000 Penalty: 1100.663940
	Iteration 86Q: 3 clusters Score -8870961 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 173264 members 
Entering Unmasked Estep 
Score: -8871313.000000 Penalty: 1100.663940
	Iteration 87Q: 3 clusters Score -8871313 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 174057 members 
Entering Unmasked Estep 
Score: -8871586.000000 Penalty: 1100.663940
	Iteration 88Q: 3 clusters Score -8871586 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 174766 members 
Entering Unmasked Estep 
Score: -8871824.000000 Penalty: 1100.663940
	Iteration 89Q: 3 clusters Score -8871824 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 175346 members 
Entering Unmasked Estep 
Score: -8872037.000000 Penalty: 1100.663940
	Iteration 90Q: 3 clusters Score -8872037 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 175861 members 
Entering Unmasked Estep 
Score: -8872213.000000 Penalty: 1100.663940
	Iteration 91Q: 3 clusters Score -8872213 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 176337 members 
Entering Unmasked Estep 
Score: -8872374.000000 Penalty: 1100.663940
	Iteration 92Q: 3 clusters Score -8872374 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 176743 members 
Entering Unmasked Estep 
Score: -8872547.000000 Penalty: 1100.663940
	Iteration 93Q: 3 clusters Score -8872547 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 177084 members 
Entering Unmasked Estep 
Score: -8872670.000000 Penalty: 1100.663940
	Iteration 94Q: 3 clusters Score -8872670 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 177360 members 
Entering Unmasked Estep 
Score: -8872744.000000 Penalty: 1100.663940
	Iteration 95Q: 3 clusters Score -8872744 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 177592 members 
Entering Unmasked Estep 
Score: -8872818.000000 Penalty: 1100.663940
	Iteration 96Q: 3 clusters Score -8872818 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 177772 members 
Entering Unmasked Estep 
Score: -8872878.000000 Penalty: 1100.663940
	Iteration 97Q: 3 clusters Score -8872878 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 177915 members 
Entering Unmasked Estep 
Score: -8872923.000000 Penalty: 1100.663940
	Iteration 98Q: 3 clusters Score -8872923 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 178035 members 
Entering Unmasked Estep 
Score: -8872937.000000 Penalty: 1100.663940
	Iteration 99Q: 3 clusters Score -8872937 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 178129 members 
Entering Unmasked Estep 
Score: -8872969.000000 Penalty: 1100.663940
	Iteration 100F: 3 clusters Score -8872969 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 178215 members 
Entering Unmasked Estep 
Score: -8872975.000000 Penalty: 1100.663940
	Iteration 101Q: 3 clusters Score -8872975 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 178276 members 
Entering Unmasked Estep 
Score: -8872996.000000 Penalty: 1100.663940
	Iteration 102Q: 3 clusters Score -8872996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 178333 members 
Entering Unmasked Estep 
Score: -8873019.000000 Penalty: 1100.663940
	Iteration 103Q: 3 clusters Score -8873019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 178387 members 
Entering Unmasked Estep 
Score: -8873034.000000 Penalty: 1100.663940
	Iteration 104Q: 3 clusters Score -8873034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 178432 members 
Entering Unmasked Estep 
Score: -8873046.000000 Penalty: 1100.663940
	Iteration 105Q: 3 clusters Score -8873046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 178473 members 
Entering Unmasked Estep 
Score: -8873061.000000 Penalty: 1100.663940
	Iteration 106Q: 3 clusters Score -8873061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 178500 members 
Entering Unmasked Estep 
Score: -8873065.000000 Penalty: 1100.663940
	Iteration 107Q: 3 clusters Score -8873065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 178525 members 
Entering Unmasked Estep 
Score: -8873089.000000 Penalty: 1100.663940
	Iteration 108Q: 3 clusters Score -8873089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 178550 members 
Entering Unmasked Estep 
Score: -8873090.000000 Penalty: 1100.663940
	Iteration 109Q: 3 clusters Score -8873090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 178575 members 
Entering Unmasked Estep 
Score: -8873091.000000 Penalty: 1100.663940
	Iteration 110Q: 3 clusters Score -8873091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 178593 members 
Entering Unmasked Estep 
Score: -8873102.000000 Penalty: 1100.663940
	Iteration 111Q: 3 clusters Score -8873102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 178612 members 
Entering Unmasked Estep 
Score: -8873118.000000 Penalty: 1100.663940
	Iteration 112Q: 3 clusters Score -8873118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 178633 members 
Entering Unmasked Estep 
Score: -8873126.000000 Penalty: 1100.663940
	Iteration 113Q: 3 clusters Score -8873126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 178653 members 
Entering Unmasked Estep 
Score: -8873125.000000 Penalty: 1100.663940
	Iteration 114Q: 3 clusters Score -8873125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 178669 members 
Entering Unmasked Estep 
Score: -8873139.000000 Penalty: 1100.663940
	Iteration 115Q: 3 clusters Score -8873139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 178676 members 
Entering Unmasked Estep 
Score: -8873135.000000 Penalty: 1100.663940
	Iteration 116Q: 3 clusters Score -8873135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 178683 members 
Entering Unmasked Estep 
Score: -8873139.000000 Penalty: 1100.663940
	Iteration 117Q: 3 clusters Score -8873139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 178689 members 
Entering Unmasked Estep 
Score: -8873147.000000 Penalty: 1100.663940
	Iteration 118Q: 3 clusters Score -8873147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 178693 members 
Entering Unmasked Estep 
Score: -8873138.000000 Penalty: 1100.663940
	Iteration 119Q: 3 clusters Score -8873138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 178695 members 
Entering Unmasked Estep 
Score: -8873147.000000 Penalty: 1100.663940
	Iteration 120F: 3 clusters Score -8873147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 178699 members 
Entering Unmasked Estep 
Score: -8873144.000000 Penalty: 1100.663940
	Iteration 121Q: 3 clusters Score -8873144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 178703 members 
Entering Unmasked Estep 
Score: -8873144.000000 Penalty: 1100.663940
	Iteration 122Q: 3 clusters Score -8873144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 178708 members 
Entering Unmasked Estep 
Score: -8873145.000000 Penalty: 1100.663940
	Iteration 123Q: 3 clusters Score -8873145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 178709 members 
Entering Unmasked Estep 
Score: -8873144.000000 Penalty: 1100.663940
	Iteration 124Q: 3 clusters Score -8873144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 178709 members 
Entering Unmasked Estep 
Score: -8873144.000000 Penalty: 1100.663940
	Iteration 125F: 3 clusters Score -8873144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -19171.255859 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -19171.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18760.892578 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -18760.89 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18933.433594 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -18933.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18986.021484 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -18986.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19000.921875 Penalty: 540.075378
	Iteration 3Q: 3 clusters Score -19000.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19023.642578 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -19023.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19044.144531 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -19044.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19050.843750 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -19050.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19052.800781 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -19052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19054.361328 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -19054.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19054.361328 Penalty: 540.075378
	Iteration 9F: 3 clusters Score -19054.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (45323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Entering Unmasked Estep 
Score: -2256637.000000 Penalty: 487.831421
	Iteration 0F: 2 clusters Score -2256637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2226255.750000 Penalty: 975.662842
	Iteration 0F: 3 clusters Score -2226256 nChanged 21916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2239793.250000 Penalty: 975.662842
	Iteration 1F: 3 clusters Score -2239793 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2240652.750000 Penalty: 975.662842
	Iteration 2Q: 3 clusters Score -2240653 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2241998.250000 Penalty: 975.662842
	Iteration 3F: 3 clusters Score -2241998 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2244226.500000 Penalty: 975.662842
	Iteration 4F: 3 clusters Score -2244226 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2247543.250000 Penalty: 975.662842
	Iteration 5F: 3 clusters Score -2247543 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2251109.750000 Penalty: 975.662842
	Iteration 6F: 3 clusters Score -2251110 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2253572.750000 Penalty: 975.662842
	Iteration 7F: 3 clusters Score -2253573 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2254927.500000 Penalty: 975.662842
	Iteration 8Q: 3 clusters Score -2254928 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2255606.500000 Penalty: 975.662842
	Iteration 9Q: 3 clusters Score -2255606 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2255898.000000 Penalty: 975.662842
	Iteration 10Q: 3 clusters Score -2255898 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2256028.500000 Penalty: 975.662842
	Iteration 11Q: 3 clusters Score -2256028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2256102.250000 Penalty: 975.662842
	Iteration 12Q: 3 clusters Score -2256102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2256146.750000 Penalty: 975.662842
	Iteration 13Q: 3 clusters Score -2256147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2256170.250000 Penalty: 975.662842
	Iteration 14Q: 3 clusters Score -2256170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2256180.250000 Penalty: 975.662842
	Iteration 15Q: 3 clusters Score -2256180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2256187.500000 Penalty: 975.662842
	Iteration 16Q: 3 clusters Score -2256188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2256191.250000 Penalty: 975.662842
	Iteration 17Q: 3 clusters Score -2256191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2256191.750000 Penalty: 975.662842
	Iteration 18Q: 3 clusters Score -2256192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2256191.500000 Penalty: 975.662842
	Iteration 19Q: 3 clusters Score -2256192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2256191.500000 Penalty: 975.662842
	Iteration 20F: 3 clusters Score -2256192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -47018.628906 Penalty: 310.607819
	Iteration 0F: 2 clusters Score -47018.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -46255.808594 Penalty: 621.215637
	Iteration 0F: 3 clusters Score -46255.81 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -46547.882812 Penalty: 621.215637
	Iteration 1F: 3 clusters Score -46547.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -46606.953125 Penalty: 621.215637
	Iteration 2F: 3 clusters Score -46606.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -46670.425781 Penalty: 621.215637
	Iteration 3F: 3 clusters Score -46670.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -46737.917969 Penalty: 621.215637
	Iteration 4F: 3 clusters Score -46737.92 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -46781.058594 Penalty: 621.215637
	Iteration 5F: 3 clusters Score -46781.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -46799.246094 Penalty: 621.215637
	Iteration 6Q: 3 clusters Score -46799.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -46811.457031 Penalty: 621.215637
	Iteration 7Q: 3 clusters Score -46811.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -46818.347656 Penalty: 621.215637
	Iteration 8Q: 3 clusters Score -46818.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -46826.531250 Penalty: 621.215637
	Iteration 9Q: 3 clusters Score -46826.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46834.128906 Penalty: 621.215637
	Iteration 10Q: 3 clusters Score -46834.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46839.738281 Penalty: 621.215637
	Iteration 11Q: 3 clusters Score -46839.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -46844.183594 Penalty: 621.215637
	Iteration 12Q: 3 clusters Score -46844.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46851.113281 Penalty: 621.215637
	Iteration 13Q: 3 clusters Score -46851.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -46863.250000 Penalty: 621.215637
	Iteration 14Q: 3 clusters Score -46863.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -46874.386719 Penalty: 621.215637
	Iteration 15Q: 3 clusters Score -46874.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -46884.750000 Penalty: 621.215637
	Iteration 16Q: 3 clusters Score -46884.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -46890.605469 Penalty: 621.215637
	Iteration 17Q: 3 clusters Score -46890.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -46898.789062 Penalty: 621.215637
	Iteration 18Q: 3 clusters Score -46898.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46904.609375 Penalty: 621.215637
	Iteration 19Q: 3 clusters Score -46904.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46905.023438 Penalty: 621.215637
	Iteration 20F: 3 clusters Score -46905.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (85905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Entering Unmasked Estep 
Score: -4405799.000000 Penalty: 516.925354
	Iteration 0F: 2 clusters Score -4405799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -4348072.500000 Penalty: 1033.850708
	Iteration 0F: 3 clusters Score -4348072 nChanged 41756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -4372916.000000 Penalty: 1033.850708
	Iteration 1F: 3 clusters Score -4372916 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4374593.500000 Penalty: 1033.850708
	Iteration 2Q: 3 clusters Score -4374594 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -4377346.000000 Penalty: 1033.850708
	Iteration 3F: 3 clusters Score -4377346 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -4381487.000000 Penalty: 1033.850708
	Iteration 4F: 3 clusters Score -4381487 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -4386866.000000 Penalty: 1033.850708
	Iteration 5F: 3 clusters Score -4386866 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4391857.500000 Penalty: 1033.850708
	Iteration 6F: 3 clusters Score -4391858 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -4395129.500000 Penalty: 1033.850708
	Iteration 7Q: 3 clusters Score -4395130 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -4397037.500000 Penalty: 1033.850708
	Iteration 8Q: 3 clusters Score -4397038 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -4398313.500000 Penalty: 1033.850708
	Iteration 9Q: 3 clusters Score -4398314 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -4399372.500000 Penalty: 1033.850708
	Iteration 10Q: 3 clusters Score -4399372 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -4400301.500000 Penalty: 1033.850708
	Iteration 11Q: 3 clusters Score -4400302 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4401096.500000 Penalty: 1033.850708
	Iteration 12Q: 3 clusters Score -4401096 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -4401805.500000 Penalty: 1033.850708
	Iteration 13Q: 3 clusters Score -4401806 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4402479.000000 Penalty: 1033.850708
	Iteration 14Q: 3 clusters Score -4402479 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4403117.000000 Penalty: 1033.850708
	Iteration 15Q: 3 clusters Score -4403117 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4403640.500000 Penalty: 1033.850708
	Iteration 16Q: 3 clusters Score -4403640 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4404077.000000 Penalty: 1033.850708
	Iteration 17Q: 3 clusters Score -4404077 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4404408.000000 Penalty: 1033.850708
	Iteration 18Q: 3 clusters Score -4404408 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4404637.000000 Penalty: 1033.850708
	Iteration 19Q: 3 clusters Score -4404637 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4404808.000000 Penalty: 1033.850708
	Iteration 20F: 3 clusters Score -4404808 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85058 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4404949.500000 Penalty: 1033.850708
	Iteration 21Q: 3 clusters Score -4404950 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4405049.000000 Penalty: 1033.850708
	Iteration 22Q: 3 clusters Score -4405049 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4405119.000000 Penalty: 1033.850708
	Iteration 23Q: 3 clusters Score -4405119 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4405188.500000 Penalty: 1033.850708
	Iteration 24Q: 3 clusters Score -4405188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4405248.000000 Penalty: 1033.850708
	Iteration 25Q: 3 clusters Score -4405248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4405279.000000 Penalty: 1033.850708
	Iteration 26Q: 3 clusters Score -4405279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4405299.000000 Penalty: 1033.850708
	Iteration 27Q: 3 clusters Score -4405299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4405312.000000 Penalty: 1033.850708
	Iteration 28Q: 3 clusters Score -4405312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4405321.500000 Penalty: 1033.850708
	Iteration 29Q: 3 clusters Score -4405322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4405330.500000 Penalty: 1033.850708
	Iteration 30Q: 3 clusters Score -4405330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4405346.000000 Penalty: 1033.850708
	Iteration 31Q: 3 clusters Score -4405346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4405348.000000 Penalty: 1033.850708
	Iteration 32Q: 3 clusters Score -4405348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4405349.000000 Penalty: 1033.850708
	Iteration 33Q: 3 clusters Score -4405349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4405356.000000 Penalty: 1033.850708
	Iteration 34Q: 3 clusters Score -4405356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4405356.500000 Penalty: 1033.850708
	Iteration 35Q: 3 clusters Score -4405356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4405357.500000 Penalty: 1033.850708
	Iteration 36Q: 3 clusters Score -4405358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85726 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4405358.000000 Penalty: 1033.850708
	Iteration 37Q: 3 clusters Score -4405358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85726 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4405360.500000 Penalty: 1033.850708
	Iteration 38Q: 3 clusters Score -4405360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4405360.500000 Penalty: 1033.850708
	Iteration 39Q: 3 clusters Score -4405360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4405360.500000 Penalty: 1033.850708
	Iteration 40F: 3 clusters Score -4405360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6453.158203 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6453.158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6212.391602 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -6212.392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6265.934570 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -6265.935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6278.672363 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -6278.672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6282.057129 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -6282.057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6283.660645 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -6283.661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6283.660645 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -6283.661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -62611.656250 Penalty: 323.722015
	Iteration 0F: 2 clusters Score -62611.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -61649.625000 Penalty: 647.444031
	Iteration 0F: 3 clusters Score -61649.62 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -62005.132812 Penalty: 647.444031
	Iteration 1F: 3 clusters Score -62005.13 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -62088.003906 Penalty: 647.444031
	Iteration 2F: 3 clusters Score -62088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -62136.152344 Penalty: 647.444031
	Iteration 3F: 3 clusters Score -62136.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -62185.300781 Penalty: 647.444031
	Iteration 4F: 3 clusters Score -62185.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -62212.046875 Penalty: 647.444031
	Iteration 5Q: 3 clusters Score -62212.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -62231.691406 Penalty: 647.444031
	Iteration 6Q: 3 clusters Score -62231.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -62250.410156 Penalty: 647.444031
	Iteration 7Q: 3 clusters Score -62250.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -62267.265625 Penalty: 647.444031
	Iteration 8Q: 3 clusters Score -62267.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -62280.949219 Penalty: 647.444031
	Iteration 9Q: 3 clusters Score -62280.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -62296.730469 Penalty: 647.444031
	Iteration 10Q: 3 clusters Score -62296.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -62311.089844 Penalty: 647.444031
	Iteration 11Q: 3 clusters Score -62311.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -62321.539062 Penalty: 647.444031
	Iteration 12Q: 3 clusters Score -62321.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -62331.214844 Penalty: 647.444031
	Iteration 13Q: 3 clusters Score -62331.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -62347.265625 Penalty: 647.444031
	Iteration 14Q: 3 clusters Score -62347.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -62357.960938 Penalty: 647.444031
	Iteration 15Q: 3 clusters Score -62357.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -62366.062500 Penalty: 647.444031
	Iteration 16Q: 3 clusters Score -62366.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -62376.789062 Penalty: 647.444031
	Iteration 17Q: 3 clusters Score -62376.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -62384.179688 Penalty: 647.444031
	Iteration 18Q: 3 clusters Score -62384.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -62391.941406 Penalty: 647.444031
	Iteration 19Q: 3 clusters Score -62391.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -62397.570312 Penalty: 647.444031
	Iteration 20F: 3 clusters Score -62397.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -62401.210938 Penalty: 647.444031
	Iteration 21Q: 3 clusters Score -62401.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -62403.843750 Penalty: 647.444031
	Iteration 22Q: 3 clusters Score -62403.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -62404.957031 Penalty: 647.444031
	Iteration 23Q: 3 clusters Score -62404.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -62406.351562 Penalty: 647.444031
	Iteration 24Q: 3 clusters Score -62406.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -62408.472656 Penalty: 647.444031
	Iteration 25Q: 3 clusters Score -62408.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -62412.046875 Penalty: 647.444031
	Iteration 26Q: 3 clusters Score -62412.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -62412.402344 Penalty: 647.444031
	Iteration 27Q: 3 clusters Score -62412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -62412.402344 Penalty: 647.444031
	Iteration 28F: 3 clusters Score -62412.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -21233.480469 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -21233.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20818.330078 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -20818.33 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20982.451172 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -20982.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21039.648438 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -21039.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21071.927734 Penalty: 550.740112
	Iteration 3Q: 3 clusters Score -21071.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -21100.396484 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -21100.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21113.294922 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -21113.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21119.281250 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -21119.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21121.521484 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -21121.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21123.265625 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -21123.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21124.941406 Penalty: 550.740112
	Iteration 9Q: 3 clusters Score -21124.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21125.296875 Penalty: 550.740112
	Iteration 10Q: 3 clusters Score -21125.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21125.296875 Penalty: 550.740112
	Iteration 11F: 3 clusters Score -21125.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13788.027344 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13788.03 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 159 members 
Entering Unmasked Estep 
Score: -13447.381836 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -13447.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13551.653320 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -13551.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13562.416992 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -13562.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13564.943359 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -13564.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13565.240234 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13565.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13565.365234 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13565.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13565.365234 Penalty: 510.127991
	Iteration 6F: 3 clusters Score -13565.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (10215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Entering Unmasked Estep 
Score: -509939.812500 Penalty: 420.038361
	Iteration 0F: 2 clusters Score -509939.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -503072.593750 Penalty: 840.076721
	Iteration 0F: 3 clusters Score -503072.6 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -505782.468750 Penalty: 840.076721
	Iteration 1F: 3 clusters Score -505782.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -506004.156250 Penalty: 840.076721
	Iteration 2F: 3 clusters Score -506004.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -506272.687500 Penalty: 840.076721
	Iteration 3F: 3 clusters Score -506272.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -506606.031250 Penalty: 840.076721
	Iteration 4F: 3 clusters Score -506606 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -507074.062500 Penalty: 840.076721
	Iteration 5F: 3 clusters Score -507074.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -507615.968750 Penalty: 840.076721
	Iteration 6F: 3 clusters Score -507616 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -508119.906250 Penalty: 840.076721
	Iteration 7F: 3 clusters Score -508119.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -508456.125000 Penalty: 840.076721
	Iteration 8F: 3 clusters Score -508456.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -508641.406250 Penalty: 840.076721
	Iteration 9Q: 3 clusters Score -508641.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -508739.531250 Penalty: 840.076721
	Iteration 10Q: 3 clusters Score -508739.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -508821.687500 Penalty: 840.076721
	Iteration 11Q: 3 clusters Score -508821.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -508887.906250 Penalty: 840.076721
	Iteration 12Q: 3 clusters Score -508887.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -508936.218750 Penalty: 840.076721
	Iteration 13Q: 3 clusters Score -508936.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -508969.156250 Penalty: 840.076721
	Iteration 14Q: 3 clusters Score -508969.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -508991.312500 Penalty: 840.076721
	Iteration 15Q: 3 clusters Score -508991.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -509010.718750 Penalty: 840.076721
	Iteration 16Q: 3 clusters Score -509010.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -509030.906250 Penalty: 840.076721
	Iteration 17Q: 3 clusters Score -509030.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -509047.562500 Penalty: 840.076721
	Iteration 18Q: 3 clusters Score -509047.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -509064.250000 Penalty: 840.076721
	Iteration 19Q: 3 clusters Score -509064.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -509071.343750 Penalty: 840.076721
	Iteration 20F: 3 clusters Score -509071.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -509083.031250 Penalty: 840.076721
	Iteration 21Q: 3 clusters Score -509083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -509092.562500 Penalty: 840.076721
	Iteration 22Q: 3 clusters Score -509092.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -509103.156250 Penalty: 840.076721
	Iteration 23Q: 3 clusters Score -509103.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -509111.968750 Penalty: 840.076721
	Iteration 24Q: 3 clusters Score -509112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -509120.062500 Penalty: 840.076721
	Iteration 25Q: 3 clusters Score -509120.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -509128.593750 Penalty: 840.076721
	Iteration 26Q: 3 clusters Score -509128.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -509139.875000 Penalty: 840.076721
	Iteration 27Q: 3 clusters Score -509139.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -509151.750000 Penalty: 840.076721
	Iteration 28Q: 3 clusters Score -509151.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -509167.312500 Penalty: 840.076721
	Iteration 29Q: 3 clusters Score -509167.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -509180.531250 Penalty: 840.076721
	Iteration 30Q: 3 clusters Score -509180.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -509194.531250 Penalty: 840.076721
	Iteration 31Q: 3 clusters Score -509194.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -509208.906250 Penalty: 840.076721
	Iteration 32Q: 3 clusters Score -509208.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -509226.312500 Penalty: 840.076721
	Iteration 33Q: 3 clusters Score -509226.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -509237.968750 Penalty: 840.076721
	Iteration 34Q: 3 clusters Score -509238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -509247.218750 Penalty: 840.076721
	Iteration 35Q: 3 clusters Score -509247.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -509254.000000 Penalty: 840.076721
	Iteration 36Q: 3 clusters Score -509254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -509259.343750 Penalty: 840.076721
	Iteration 37Q: 3 clusters Score -509259.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -509262.718750 Penalty: 840.076721
	Iteration 38Q: 3 clusters Score -509262.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -509266.562500 Penalty: 840.076721
	Iteration 39Q: 3 clusters Score -509266.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -509269.906250 Penalty: 840.076721
	Iteration 40F: 3 clusters Score -509269.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -509272.218750 Penalty: 840.076721
	Iteration 41Q: 3 clusters Score -509272.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -509276.625000 Penalty: 840.076721
	Iteration 42Q: 3 clusters Score -509276.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -509280.437500 Penalty: 840.076721
	Iteration 43Q: 3 clusters Score -509280.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -509282.156250 Penalty: 840.076721
	Iteration 44Q: 3 clusters Score -509282.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -509281.718750 Penalty: 840.076721
	Iteration 45Q: 3 clusters Score -509281.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -509282.218750 Penalty: 840.076721
	Iteration 46Q: 3 clusters Score -509282.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -509283.468750 Penalty: 840.076721
	Iteration 47Q: 3 clusters Score -509283.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -509284.281250 Penalty: 840.076721
	Iteration 48Q: 3 clusters Score -509284.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -509285.843750 Penalty: 840.076721
	Iteration 49Q: 3 clusters Score -509285.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -509285.843750 Penalty: 840.076721
	Iteration 50Q: 3 clusters Score -509285.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -509288.875000 Penalty: 840.076721
	Iteration 51Q: 3 clusters Score -509288.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -509290.281250 Penalty: 840.076721
	Iteration 52Q: 3 clusters Score -509290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -509291.625000 Penalty: 840.076721
	Iteration 53Q: 3 clusters Score -509291.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -509293.031250 Penalty: 840.076721
	Iteration 54Q: 3 clusters Score -509293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -509292.687500 Penalty: 840.076721
	Iteration 55Q: 3 clusters Score -509292.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -509293.656250 Penalty: 840.076721
	Iteration 56Q: 3 clusters Score -509293.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -509294.343750 Penalty: 840.076721
	Iteration 57Q: 3 clusters Score -509294.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -509295.312500 Penalty: 840.076721
	Iteration 58Q: 3 clusters Score -509295.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -509296.312500 Penalty: 840.076721
	Iteration 59Q: 3 clusters Score -509296.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -509296.625000 Penalty: 840.076721
	Iteration 60F: 3 clusters Score -509296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -509296.468750 Penalty: 840.076721
	Iteration 61Q: 3 clusters Score -509296.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -509299.531250 Penalty: 840.076721
	Iteration 62Q: 3 clusters Score -509299.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -509300.187500 Penalty: 840.076721
	Iteration 63Q: 3 clusters Score -509300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -509300.406250 Penalty: 840.076721
	Iteration 64Q: 3 clusters Score -509300.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -509299.937500 Penalty: 840.076721
	Iteration 65Q: 3 clusters Score -509299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -509299.312500 Penalty: 840.076721
	Iteration 66Q: 3 clusters Score -509299.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -509300.093750 Penalty: 840.076721
	Iteration 67Q: 3 clusters Score -509300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -509301.687500 Penalty: 840.076721
	Iteration 68Q: 3 clusters Score -509301.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -509301.343750 Penalty: 840.076721
	Iteration 69Q: 3 clusters Score -509301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -509301.750000 Penalty: 840.076721
	Iteration 70Q: 3 clusters Score -509301.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -509302.312500 Penalty: 840.076721
	Iteration 71Q: 3 clusters Score -509302.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -509302.718750 Penalty: 840.076721
	Iteration 72Q: 3 clusters Score -509302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -509302.625000 Penalty: 840.076721
	Iteration 73Q: 3 clusters Score -509302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -509301.812500 Penalty: 840.076721
	Iteration 74Q: 3 clusters Score -509301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -509301.625000 Penalty: 840.076721
	Iteration 75Q: 3 clusters Score -509301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -509301.562500 Penalty: 840.076721
	Iteration 76Q: 3 clusters Score -509301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -509302.781250 Penalty: 840.076721
	Iteration 77Q: 3 clusters Score -509302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -509302.375000 Penalty: 840.076721
	Iteration 78Q: 3 clusters Score -509302.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -509302.812500 Penalty: 840.076721
	Iteration 79Q: 3 clusters Score -509302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -509303.843750 Penalty: 840.076721
	Iteration 80F: 3 clusters Score -509303.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -509303.125000 Penalty: 840.076721
	Iteration 81Q: 3 clusters Score -509303.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -509303.750000 Penalty: 840.076721
	Iteration 82Q: 3 clusters Score -509303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -509303.750000 Penalty: 840.076721
	Iteration 83F: 3 clusters Score -509303.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -25254.710938 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -25254.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24783.994141 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -24783.99 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24961.443359 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -24961.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25002.490234 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -25002.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25025.958984 Penalty: 564.246338
	Iteration 3F: 3 clusters Score -25025.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25036.892578 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -25036.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25040.064453 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -25040.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25041.324219 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -25041.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25041.708984 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -25041.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25041.708984 Penalty: 564.246338
	Iteration 8F: 3 clusters Score -25041.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -20379.757812 Penalty: 274.286652
	Iteration 0F: 2 clusters Score -20379.76 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 205 members 
Entering Unmasked Estep 
Score: -19942.107422 Penalty: 548.573303
	Iteration 0F: 3 clusters Score -19942.11 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20092.583984 Penalty: 548.573303
	Iteration 1F: 3 clusters Score -20092.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20149.970703 Penalty: 548.573303
	Iteration 2F: 3 clusters Score -20149.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20199.910156 Penalty: 548.573303
	Iteration 3F: 3 clusters Score -20199.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20220.609375 Penalty: 548.573303
	Iteration 4Q: 3 clusters Score -20220.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20239.296875 Penalty: 548.573303
	Iteration 5Q: 3 clusters Score -20239.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20266.136719 Penalty: 548.573303
	Iteration 6Q: 3 clusters Score -20266.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20284.222656 Penalty: 548.573303
	Iteration 7Q: 3 clusters Score -20284.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20294.056641 Penalty: 548.573303
	Iteration 8Q: 3 clusters Score -20294.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20299.464844 Penalty: 548.573303
	Iteration 9Q: 3 clusters Score -20299.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20301.134766 Penalty: 548.573303
	Iteration 10Q: 3 clusters Score -20301.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20303.478516 Penalty: 548.573303
	Iteration 11Q: 3 clusters Score -20303.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20307.441406 Penalty: 548.573303
	Iteration 12Q: 3 clusters Score -20307.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20309.261719 Penalty: 548.573303
	Iteration 13Q: 3 clusters Score -20309.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20310.074219 Penalty: 548.573303
	Iteration 14Q: 3 clusters Score -20310.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20310.339844 Penalty: 548.573303
	Iteration 15Q: 3 clusters Score -20310.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20310.339844 Penalty: 548.573303
	Iteration 16F: 3 clusters Score -20310.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (17057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Entering Unmasked Estep 
Score: -844541.750000 Penalty: 443.366394
	Iteration 0F: 2 clusters Score -844541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -833123.125000 Penalty: 886.732788
	Iteration 0F: 3 clusters Score -833123.1 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -837775.312500 Penalty: 886.732788
	Iteration 1F: 3 clusters Score -837775.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -838008.062500 Penalty: 886.732788
	Iteration 2Q: 3 clusters Score -838008.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -838301.562500 Penalty: 886.732788
	Iteration 3Q: 3 clusters Score -838301.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -838734.125000 Penalty: 886.732788
	Iteration 4Q: 3 clusters Score -838734.1 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -839361.000000 Penalty: 886.732788
	Iteration 5F: 3 clusters Score -839361 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -840289.812500 Penalty: 886.732788
	Iteration 6F: 3 clusters Score -840289.8 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -841284.937500 Penalty: 886.732788
	Iteration 7F: 3 clusters Score -841284.9 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -841913.875000 Penalty: 886.732788
	Iteration 8F: 3 clusters Score -841913.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -842209.812500 Penalty: 886.732788
	Iteration 9Q: 3 clusters Score -842209.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -842422.750000 Penalty: 886.732788
	Iteration 10Q: 3 clusters Score -842422.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -842608.062500 Penalty: 886.732788
	Iteration 11Q: 3 clusters Score -842608.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -842765.812500 Penalty: 886.732788
	Iteration 12Q: 3 clusters Score -842765.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -842896.187500 Penalty: 886.732788
	Iteration 13Q: 3 clusters Score -842896.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -843001.687500 Penalty: 886.732788
	Iteration 14Q: 3 clusters Score -843001.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -843095.562500 Penalty: 886.732788
	Iteration 15Q: 3 clusters Score -843095.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -843174.312500 Penalty: 886.732788
	Iteration 16Q: 3 clusters Score -843174.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -843245.500000 Penalty: 886.732788
	Iteration 17Q: 3 clusters Score -843245.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -843299.187500 Penalty: 886.732788
	Iteration 18Q: 3 clusters Score -843299.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -843340.937500 Penalty: 886.732788
	Iteration 19Q: 3 clusters Score -843340.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -843381.437500 Penalty: 886.732788
	Iteration 20F: 3 clusters Score -843381.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -843419.625000 Penalty: 886.732788
	Iteration 21Q: 3 clusters Score -843419.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -843459.562500 Penalty: 886.732788
	Iteration 22Q: 3 clusters Score -843459.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -843493.312500 Penalty: 886.732788
	Iteration 23Q: 3 clusters Score -843493.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -843523.375000 Penalty: 886.732788
	Iteration 24Q: 3 clusters Score -843523.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -843556.312500 Penalty: 886.732788
	Iteration 25Q: 3 clusters Score -843556.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -843578.562500 Penalty: 886.732788
	Iteration 26Q: 3 clusters Score -843578.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -843603.937500 Penalty: 886.732788
	Iteration 27Q: 3 clusters Score -843603.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -843626.625000 Penalty: 886.732788
	Iteration 28Q: 3 clusters Score -843626.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -843646.687500 Penalty: 886.732788
	Iteration 29Q: 3 clusters Score -843646.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -843673.125000 Penalty: 886.732788
	Iteration 30Q: 3 clusters Score -843673.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -843684.812500 Penalty: 886.732788
	Iteration 31Q: 3 clusters Score -843684.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -843703.125000 Penalty: 886.732788
	Iteration 32Q: 3 clusters Score -843703.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -843713.437500 Penalty: 886.732788
	Iteration 33Q: 3 clusters Score -843713.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -843726.312500 Penalty: 886.732788
	Iteration 34Q: 3 clusters Score -843726.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -843740.625000 Penalty: 886.732788
	Iteration 35Q: 3 clusters Score -843740.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -843752.000000 Penalty: 886.732788
	Iteration 36Q: 3 clusters Score -843752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -843765.500000 Penalty: 886.732788
	Iteration 37Q: 3 clusters Score -843765.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -843781.750000 Penalty: 886.732788
	Iteration 38Q: 3 clusters Score -843781.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -843794.187500 Penalty: 886.732788
	Iteration 39Q: 3 clusters Score -843794.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -843807.500000 Penalty: 886.732788
	Iteration 40F: 3 clusters Score -843807.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -843825.625000 Penalty: 886.732788
	Iteration 41Q: 3 clusters Score -843825.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -843839.250000 Penalty: 886.732788
	Iteration 42Q: 3 clusters Score -843839.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -843859.437500 Penalty: 886.732788
	Iteration 43Q: 3 clusters Score -843859.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -843876.125000 Penalty: 886.732788
	Iteration 44Q: 3 clusters Score -843876.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -843889.750000 Penalty: 886.732788
	Iteration 45Q: 3 clusters Score -843889.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -843906.562500 Penalty: 886.732788
	Iteration 46Q: 3 clusters Score -843906.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -843917.687500 Penalty: 886.732788
	Iteration 47Q: 3 clusters Score -843917.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -843929.062500 Penalty: 886.732788
	Iteration 48Q: 3 clusters Score -843929.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -843939.312500 Penalty: 886.732788
	Iteration 49Q: 3 clusters Score -843939.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -843943.437500 Penalty: 886.732788
	Iteration 50Q: 3 clusters Score -843943.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -843951.625000 Penalty: 886.732788
	Iteration 51Q: 3 clusters Score -843951.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -843956.375000 Penalty: 886.732788
	Iteration 52Q: 3 clusters Score -843956.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -843963.687500 Penalty: 886.732788
	Iteration 53Q: 3 clusters Score -843963.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -843964.062500 Penalty: 886.732788
	Iteration 54Q: 3 clusters Score -843964.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -843964.875000 Penalty: 886.732788
	Iteration 55Q: 3 clusters Score -843964.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -843970.562500 Penalty: 886.732788
	Iteration 56Q: 3 clusters Score -843970.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -843970.562500 Penalty: 886.732788
	Iteration 57Q: 3 clusters Score -843970.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -843971.187500 Penalty: 886.732788
	Iteration 58Q: 3 clusters Score -843971.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -843973.125000 Penalty: 886.732788
	Iteration 59Q: 3 clusters Score -843973.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -843977.250000 Penalty: 886.732788
	Iteration 60F: 3 clusters Score -843977.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -843976.875000 Penalty: 886.732788
	Iteration 61Q: 3 clusters Score -843976.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -843979.500000 Penalty: 886.732788
	Iteration 62Q: 3 clusters Score -843979.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -843984.875000 Penalty: 886.732788
	Iteration 63Q: 3 clusters Score -843984.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -843984.375000 Penalty: 886.732788
	Iteration 64Q: 3 clusters Score -843984.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -843984.875000 Penalty: 886.732788
	Iteration 65Q: 3 clusters Score -843984.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -843985.500000 Penalty: 886.732788
	Iteration 66Q: 3 clusters Score -843985.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -843986.875000 Penalty: 886.732788
	Iteration 67Q: 3 clusters Score -843986.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -843987.812500 Penalty: 886.732788
	Iteration 68Q: 3 clusters Score -843987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -843988.375000 Penalty: 886.732788
	Iteration 69Q: 3 clusters Score -843988.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -843987.000000 Penalty: 886.732788
	Iteration 70Q: 3 clusters Score -843987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -843988.000000 Penalty: 886.732788
	Iteration 71Q: 3 clusters Score -843988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -843988.375000 Penalty: 886.732788
	Iteration 72Q: 3 clusters Score -843988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -843990.125000 Penalty: 886.732788
	Iteration 73Q: 3 clusters Score -843990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -843990.875000 Penalty: 886.732788
	Iteration 74Q: 3 clusters Score -843990.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -843990.812500 Penalty: 886.732788
	Iteration 75Q: 3 clusters Score -843990.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -843992.125000 Penalty: 886.732788
	Iteration 76Q: 3 clusters Score -843992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -843990.000000 Penalty: 886.732788
	Iteration 77Q: 3 clusters Score -843990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -843992.750000 Penalty: 886.732788
	Iteration 78Q: 3 clusters Score -843992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -843991.875000 Penalty: 886.732788
	Iteration 79Q: 3 clusters Score -843991.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -843991.750000 Penalty: 886.732788
	Iteration 80F: 3 clusters Score -843991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -843991.562500 Penalty: 886.732788
	Iteration 81Q: 3 clusters Score -843991.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -843991.437500 Penalty: 886.732788
	Iteration 82Q: 3 clusters Score -843991.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -843991.062500 Penalty: 886.732788
	Iteration 83Q: 3 clusters Score -843991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -843991.437500 Penalty: 886.732788
	Iteration 84Q: 3 clusters Score -843991.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -843991.375000 Penalty: 886.732788
	Iteration 85Q: 3 clusters Score -843991.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -843991.125000 Penalty: 886.732788
	Iteration 86Q: 3 clusters Score -843991.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -843991.437500 Penalty: 886.732788
	Iteration 87Q: 3 clusters Score -843991.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -843993.562500 Penalty: 886.732788
	Iteration 88Q: 3 clusters Score -843993.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -843992.562500 Penalty: 886.732788
	Iteration 89Q: 3 clusters Score -843992.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -843993.062500 Penalty: 886.732788
	Iteration 90Q: 3 clusters Score -843993.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -843994.187500 Penalty: 886.732788
	Iteration 91Q: 3 clusters Score -843994.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -843995.875000 Penalty: 886.732788
	Iteration 92Q: 3 clusters Score -843995.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -843993.062500 Penalty: 886.732788
	Iteration 93Q: 3 clusters Score -843993.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -843996.312500 Penalty: 886.732788
	Iteration 94Q: 3 clusters Score -843996.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -843995.562500 Penalty: 886.732788
	Iteration 95Q: 3 clusters Score -843995.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -843998.312500 Penalty: 886.732788
	Iteration 96Q: 3 clusters Score -843998.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -843999.625000 Penalty: 886.732788
	Iteration 97Q: 3 clusters Score -843999.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -844002.062500 Penalty: 886.732788
	Iteration 98Q: 3 clusters Score -844002.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -844000.812500 Penalty: 886.732788
	Iteration 99Q: 3 clusters Score -844000.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -844001.062500 Penalty: 886.732788
	Iteration 100F: 3 clusters Score -844001.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -844000.875000 Penalty: 886.732788
	Iteration 101Q: 3 clusters Score -844000.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -844003.000000 Penalty: 886.732788
	Iteration 102Q: 3 clusters Score -844003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -844003.312500 Penalty: 886.732788
	Iteration 103Q: 3 clusters Score -844003.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -844003.187500 Penalty: 886.732788
	Iteration 104Q: 3 clusters Score -844003.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -844004.625000 Penalty: 886.732788
	Iteration 105Q: 3 clusters Score -844004.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -844005.250000 Penalty: 886.732788
	Iteration 106Q: 3 clusters Score -844005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -844004.000000 Penalty: 886.732788
	Iteration 107Q: 3 clusters Score -844004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -844005.812500 Penalty: 886.732788
	Iteration 108Q: 3 clusters Score -844005.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -844005.312500 Penalty: 886.732788
	Iteration 109Q: 3 clusters Score -844005.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -844005.437500 Penalty: 886.732788
	Iteration 110Q: 3 clusters Score -844005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -844006.437500 Penalty: 886.732788
	Iteration 111Q: 3 clusters Score -844006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -844007.187500 Penalty: 886.732788
	Iteration 112Q: 3 clusters Score -844007.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -844007.062500 Penalty: 886.732788
	Iteration 113Q: 3 clusters Score -844007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -844007.437500 Penalty: 886.732788
	Iteration 114Q: 3 clusters Score -844007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -844005.250000 Penalty: 886.732788
	Iteration 115Q: 3 clusters Score -844005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -844005.937500 Penalty: 886.732788
	Iteration 116Q: 3 clusters Score -844005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -844006.500000 Penalty: 886.732788
	Iteration 117Q: 3 clusters Score -844006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -844006.500000 Penalty: 886.732788
	Iteration 118F: 3 clusters Score -844006.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (155969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155969 members 
Entering Unmasked Estep 
Score: -7764357.500000 Penalty: 544.062256
	Iteration 0F: 2 clusters Score -7764358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -7673677.500000 Penalty: 1088.124512
	Iteration 0F: 3 clusters Score -7673678 nChanged 76447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82513 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -7720895.000000 Penalty: 1088.124512
	Iteration 1F: 3 clusters Score -7720895 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84722 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -7723083.000000 Penalty: 1088.124512
	Iteration 2Q: 3 clusters Score -7723083 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -7727075.500000 Penalty: 1088.124512
	Iteration 3Q: 3 clusters Score -7727076 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -7734678.500000 Penalty: 1088.124512
	Iteration 4F: 3 clusters Score -7734678 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97300 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -7745662.500000 Penalty: 1088.124512
	Iteration 5F: 3 clusters Score -7745662 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -7755872.000000 Penalty: 1088.124512
	Iteration 6F: 3 clusters Score -7755872 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -7763032.000000 Penalty: 1088.124512
	Iteration 7F: 3 clusters Score -7763032 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101853 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -7767283.000000 Penalty: 1088.124512
	Iteration 8Q: 3 clusters Score -7767283 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101586 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -7770325.500000 Penalty: 1088.124512
	Iteration 9Q: 3 clusters Score -7770326 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101193 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -7772748.000000 Penalty: 1088.124512
	Iteration 10Q: 3 clusters Score -7772748 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101117 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -7774430.500000 Penalty: 1088.124512
	Iteration 11Q: 3 clusters Score -7774430 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -7775337.500000 Penalty: 1088.124512
	Iteration 12Q: 3 clusters Score -7775338 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101469 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -7775867.500000 Penalty: 1088.124512
	Iteration 13Q: 3 clusters Score -7775868 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -7776073.500000 Penalty: 1088.124512
	Iteration 14Q: 3 clusters Score -7776074 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101869 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -7776165.500000 Penalty: 1088.124512
	Iteration 15Q: 3 clusters Score -7776166 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -7776195.000000 Penalty: 1088.124512
	Iteration 16Q: 3 clusters Score -7776195 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -7776177.000000 Penalty: 1088.124512
	Iteration 17Q: 3 clusters Score -7776177 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -7776161.500000 Penalty: 1088.124512
	Iteration 18Q: 3 clusters Score -7776162 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102042 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -7776158.000000 Penalty: 1088.124512
	Iteration 19Q: 3 clusters Score -7776158 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102029 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -7776147.500000 Penalty: 1088.124512
	Iteration 20F: 3 clusters Score -7776148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -7776146.000000 Penalty: 1088.124512
	Iteration 21Q: 3 clusters Score -7776146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101976 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -7776143.000000 Penalty: 1088.124512
	Iteration 22Q: 3 clusters Score -7776143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101934 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -7776143.000000 Penalty: 1088.124512
	Iteration 23Q: 3 clusters Score -7776143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -7776141.000000 Penalty: 1088.124512
	Iteration 24Q: 3 clusters Score -7776141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -7776129.000000 Penalty: 1088.124512
	Iteration 25Q: 3 clusters Score -7776129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101879 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -7776125.000000 Penalty: 1088.124512
	Iteration 26Q: 3 clusters Score -7776125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101863 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -7776117.500000 Penalty: 1088.124512
	Iteration 27Q: 3 clusters Score -7776118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -7776118.000000 Penalty: 1088.124512
	Iteration 28Q: 3 clusters Score -7776118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -7776115.000000 Penalty: 1088.124512
	Iteration 29Q: 3 clusters Score -7776115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -7776115.000000 Penalty: 1088.124512
	Iteration 30Q: 3 clusters Score -7776115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101831 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -7776108.000000 Penalty: 1088.124512
	Iteration 31Q: 3 clusters Score -7776108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -7776098.500000 Penalty: 1088.124512
	Iteration 32Q: 3 clusters Score -7776098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -7776097.500000 Penalty: 1088.124512
	Iteration 33Q: 3 clusters Score -7776098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -7776100.500000 Penalty: 1088.124512
	Iteration 34Q: 3 clusters Score -7776100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -7776105.500000 Penalty: 1088.124512
	Iteration 35Q: 3 clusters Score -7776106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -7776111.000000 Penalty: 1088.124512
	Iteration 36Q: 3 clusters Score -7776111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -7776107.500000 Penalty: 1088.124512
	Iteration 37Q: 3 clusters Score -7776108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -7776109.000000 Penalty: 1088.124512
	Iteration 38Q: 3 clusters Score -7776109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -7776121.500000 Penalty: 1088.124512
	Iteration 39Q: 3 clusters Score -7776122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101759 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -7776123.500000 Penalty: 1088.124512
	Iteration 40F: 3 clusters Score -7776124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -7776125.000000 Penalty: 1088.124512
	Iteration 41Q: 3 clusters Score -7776125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -7776128.500000 Penalty: 1088.124512
	Iteration 42Q: 3 clusters Score -7776128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101750 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -7776127.500000 Penalty: 1088.124512
	Iteration 43Q: 3 clusters Score -7776128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -7776128.500000 Penalty: 1088.124512
	Iteration 44Q: 3 clusters Score -7776128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -7776129.500000 Penalty: 1088.124512
	Iteration 45Q: 3 clusters Score -7776130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -7776128.500000 Penalty: 1088.124512
	Iteration 46Q: 3 clusters Score -7776128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -7776128.500000 Penalty: 1088.124512
	Iteration 47F: 3 clusters Score -7776128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102405 members 
Mstep: Class 3 contains 18421 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1750 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 216573 members 
Mstep: Class 8 contains 28238 members 
Mstep: Class 9 contains 37003 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6560 members 
Mstep: Class 12 contains 56707 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 8914 members 
Mstep: Class 16 contains 54224 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89608 members 
Mstep: Class 19 contains 90402 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90822 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 129605 members 
Mstep: Class 25 contains 19044 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 90715 members 
Mstep: Class 29 contains 77269 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 3629 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 5426 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 75025 members 
Mstep: Class 40 contains 78832 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 135890 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1025 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1901 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 179012 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 45323 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 85905 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10215 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 17057 members 
Mstep: Class 65 contains 101745 members 
Mstep: Class 66 contains 38447 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 8275 members 
Mstep: Class 76 contains 326 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90690944.000000 Penalty: 50111.023438
Splitting cluster 65 changes total score from -90684328.000000 to -90690944.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 66 (38447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Entering Unmasked Estep 
Score: -2005889.000000 Penalty: 480.345154
	Iteration 0F: 2 clusters Score -2005889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -1980176.000000 Penalty: 960.690308
	Iteration 0F: 3 clusters Score -1980176 nChanged 18490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -1990879.500000 Penalty: 960.690308
	Iteration 1F: 3 clusters Score -1990880 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -1991266.000000 Penalty: 960.690308
	Iteration 2Q: 3 clusters Score -1991266 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -1991791.875000 Penalty: 960.690308
	Iteration 3Q: 3 clusters Score -1991792 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -1992531.000000 Penalty: 960.690308
	Iteration 4Q: 3 clusters Score -1992531 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -1993690.250000 Penalty: 960.690308
	Iteration 5F: 3 clusters Score -1993690 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -1995359.875000 Penalty: 960.690308
	Iteration 6F: 3 clusters Score -1995360 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -1997517.875000 Penalty: 960.690308
	Iteration 7F: 3 clusters Score -1997518 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -1999914.625000 Penalty: 960.690308
	Iteration 8F: 3 clusters Score -1999915 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -2001414.375000 Penalty: 960.690308
	Iteration 9F: 3 clusters Score -2001414 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -2001965.750000 Penalty: 960.690308
	Iteration 10Q: 3 clusters Score -2001966 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -2002214.250000 Penalty: 960.690308
	Iteration 11Q: 3 clusters Score -2002214 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -2002409.250000 Penalty: 960.690308
	Iteration 12Q: 3 clusters Score -2002409 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -2002595.000000 Penalty: 960.690308
	Iteration 13Q: 3 clusters Score -2002595 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -2002771.875000 Penalty: 960.690308
	Iteration 14Q: 3 clusters Score -2002772 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -2002955.000000 Penalty: 960.690308
	Iteration 15Q: 3 clusters Score -2002955 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -2003196.000000 Penalty: 960.690308
	Iteration 16Q: 3 clusters Score -2003196 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -2003424.500000 Penalty: 960.690308
	Iteration 17Q: 3 clusters Score -2003424 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -2003632.375000 Penalty: 960.690308
	Iteration 18Q: 3 clusters Score -2003632 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -2003805.750000 Penalty: 960.690308
	Iteration 19Q: 3 clusters Score -2003806 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -2003956.250000 Penalty: 960.690308
	Iteration 20F: 3 clusters Score -2003956 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -2004097.250000 Penalty: 960.690308
	Iteration 21Q: 3 clusters Score -2004097 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -2004255.875000 Penalty: 960.690308
	Iteration 22Q: 3 clusters Score -2004256 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -2004416.000000 Penalty: 960.690308
	Iteration 23Q: 3 clusters Score -2004416 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -2004520.750000 Penalty: 960.690308
	Iteration 24Q: 3 clusters Score -2004521 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -2004603.000000 Penalty: 960.690308
	Iteration 25Q: 3 clusters Score -2004603 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -2004660.125000 Penalty: 960.690308
	Iteration 26Q: 3 clusters Score -2004660 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -2004711.375000 Penalty: 960.690308
	Iteration 27Q: 3 clusters Score -2004711 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -2004768.625000 Penalty: 960.690308
	Iteration 28Q: 3 clusters Score -2004769 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -2004808.625000 Penalty: 960.690308
	Iteration 29Q: 3 clusters Score -2004809 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -2004860.750000 Penalty: 960.690308
	Iteration 30Q: 3 clusters Score -2004861 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -2004898.625000 Penalty: 960.690308
	Iteration 31Q: 3 clusters Score -2004899 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -2004935.125000 Penalty: 960.690308
	Iteration 32Q: 3 clusters Score -2004935 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -2004952.000000 Penalty: 960.690308
	Iteration 33Q: 3 clusters Score -2004952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -2004969.500000 Penalty: 960.690308
	Iteration 34Q: 3 clusters Score -2004970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -2004998.750000 Penalty: 960.690308
	Iteration 35Q: 3 clusters Score -2004999 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -2005014.625000 Penalty: 960.690308
	Iteration 36Q: 3 clusters Score -2005015 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -2005037.125000 Penalty: 960.690308
	Iteration 37Q: 3 clusters Score -2005037 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -2005057.750000 Penalty: 960.690308
	Iteration 38Q: 3 clusters Score -2005058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -2005069.125000 Penalty: 960.690308
	Iteration 39Q: 3 clusters Score -2005069 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -2005083.375000 Penalty: 960.690308
	Iteration 40F: 3 clusters Score -2005083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -2005092.375000 Penalty: 960.690308
	Iteration 41Q: 3 clusters Score -2005092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -2005102.250000 Penalty: 960.690308
	Iteration 42Q: 3 clusters Score -2005102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -2005108.250000 Penalty: 960.690308
	Iteration 43Q: 3 clusters Score -2005108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -2005116.750000 Penalty: 960.690308
	Iteration 44Q: 3 clusters Score -2005117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -2005124.875000 Penalty: 960.690308
	Iteration 45Q: 3 clusters Score -2005125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -2005132.625000 Penalty: 960.690308
	Iteration 46Q: 3 clusters Score -2005133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -2005142.125000 Penalty: 960.690308
	Iteration 47Q: 3 clusters Score -2005142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -2005155.625000 Penalty: 960.690308
	Iteration 48Q: 3 clusters Score -2005156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -2005163.125000 Penalty: 960.690308
	Iteration 49Q: 3 clusters Score -2005163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -2005176.250000 Penalty: 960.690308
	Iteration 50Q: 3 clusters Score -2005176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -2005182.000000 Penalty: 960.690308
	Iteration 51Q: 3 clusters Score -2005182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -2005185.250000 Penalty: 960.690308
	Iteration 52Q: 3 clusters Score -2005185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -2005193.000000 Penalty: 960.690308
	Iteration 53Q: 3 clusters Score -2005193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -2005202.875000 Penalty: 960.690308
	Iteration 54Q: 3 clusters Score -2005203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -2005207.000000 Penalty: 960.690308
	Iteration 55Q: 3 clusters Score -2005207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -2005215.500000 Penalty: 960.690308
	Iteration 56Q: 3 clusters Score -2005216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -2005220.125000 Penalty: 960.690308
	Iteration 57Q: 3 clusters Score -2005220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -2005229.625000 Penalty: 960.690308
	Iteration 58Q: 3 clusters Score -2005230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -2005231.750000 Penalty: 960.690308
	Iteration 59Q: 3 clusters Score -2005232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -2005231.250000 Penalty: 960.690308
	Iteration 60F: 3 clusters Score -2005231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -2005233.625000 Penalty: 960.690308
	Iteration 61Q: 3 clusters Score -2005234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -2005236.875000 Penalty: 960.690308
	Iteration 62Q: 3 clusters Score -2005237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -2005239.250000 Penalty: 960.690308
	Iteration 63Q: 3 clusters Score -2005239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -2005239.250000 Penalty: 960.690308
	Iteration 64Q: 3 clusters Score -2005239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -2005238.125000 Penalty: 960.690308
	Iteration 65Q: 3 clusters Score -2005238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -2005240.500000 Penalty: 960.690308
	Iteration 66Q: 3 clusters Score -2005240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -2005240.875000 Penalty: 960.690308
	Iteration 67Q: 3 clusters Score -2005241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -2005250.500000 Penalty: 960.690308
	Iteration 68Q: 3 clusters Score -2005250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -2005253.625000 Penalty: 960.690308
	Iteration 69Q: 3 clusters Score -2005254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -2005266.625000 Penalty: 960.690308
	Iteration 70Q: 3 clusters Score -2005267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -2005279.500000 Penalty: 960.690308
	Iteration 71Q: 3 clusters Score -2005280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -2005292.000000 Penalty: 960.690308
	Iteration 72Q: 3 clusters Score -2005292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -2005296.500000 Penalty: 960.690308
	Iteration 73Q: 3 clusters Score -2005296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -2005317.500000 Penalty: 960.690308
	Iteration 74Q: 3 clusters Score -2005318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -2005320.125000 Penalty: 960.690308
	Iteration 75Q: 3 clusters Score -2005320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -2005328.250000 Penalty: 960.690308
	Iteration 76Q: 3 clusters Score -2005328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -2005337.375000 Penalty: 960.690308
	Iteration 77Q: 3 clusters Score -2005337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -2005338.125000 Penalty: 960.690308
	Iteration 78Q: 3 clusters Score -2005338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -2005337.500000 Penalty: 960.690308
	Iteration 79Q: 3 clusters Score -2005338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -2005344.000000 Penalty: 960.690308
	Iteration 80F: 3 clusters Score -2005344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -2005343.125000 Penalty: 960.690308
	Iteration 81Q: 3 clusters Score -2005343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -2005347.125000 Penalty: 960.690308
	Iteration 82Q: 3 clusters Score -2005347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -2005350.750000 Penalty: 960.690308
	Iteration 83Q: 3 clusters Score -2005351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -2005356.625000 Penalty: 960.690308
	Iteration 84Q: 3 clusters Score -2005357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -2005358.625000 Penalty: 960.690308
	Iteration 85Q: 3 clusters Score -2005359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -2005361.125000 Penalty: 960.690308
	Iteration 86Q: 3 clusters Score -2005361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -2005358.250000 Penalty: 960.690308
	Iteration 87Q: 3 clusters Score -2005358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -2005359.500000 Penalty: 960.690308
	Iteration 88Q: 3 clusters Score -2005360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -2005367.125000 Penalty: 960.690308
	Iteration 89Q: 3 clusters Score -2005367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -2005369.500000 Penalty: 960.690308
	Iteration 90Q: 3 clusters Score -2005370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -2005375.250000 Penalty: 960.690308
	Iteration 91Q: 3 clusters Score -2005375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -2005376.500000 Penalty: 960.690308
	Iteration 92Q: 3 clusters Score -2005376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -2005376.375000 Penalty: 960.690308
	Iteration 93Q: 3 clusters Score -2005376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -2005378.875000 Penalty: 960.690308
	Iteration 94Q: 3 clusters Score -2005379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -2005383.500000 Penalty: 960.690308
	Iteration 95Q: 3 clusters Score -2005384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -2005383.250000 Penalty: 960.690308
	Iteration 96Q: 3 clusters Score -2005383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -2005386.250000 Penalty: 960.690308
	Iteration 97Q: 3 clusters Score -2005386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -2005393.250000 Penalty: 960.690308
	Iteration 98Q: 3 clusters Score -2005393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -2005401.625000 Penalty: 960.690308
	Iteration 99Q: 3 clusters Score -2005402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -2005405.625000 Penalty: 960.690308
	Iteration 100F: 3 clusters Score -2005406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -2005414.250000 Penalty: 960.690308
	Iteration 101Q: 3 clusters Score -2005414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -2005419.500000 Penalty: 960.690308
	Iteration 102Q: 3 clusters Score -2005420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -2005422.375000 Penalty: 960.690308
	Iteration 103Q: 3 clusters Score -2005422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -2005425.000000 Penalty: 960.690308
	Iteration 104Q: 3 clusters Score -2005425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -2005428.125000 Penalty: 960.690308
	Iteration 105Q: 3 clusters Score -2005428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -2005430.125000 Penalty: 960.690308
	Iteration 106Q: 3 clusters Score -2005430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -2005434.875000 Penalty: 960.690308
	Iteration 107Q: 3 clusters Score -2005435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -2005436.375000 Penalty: 960.690308
	Iteration 108Q: 3 clusters Score -2005436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -2005437.375000 Penalty: 960.690308
	Iteration 109Q: 3 clusters Score -2005437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -2005439.250000 Penalty: 960.690308
	Iteration 110Q: 3 clusters Score -2005439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -2005440.125000 Penalty: 960.690308
	Iteration 111Q: 3 clusters Score -2005440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -2005439.250000 Penalty: 960.690308
	Iteration 112Q: 3 clusters Score -2005439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -2005441.375000 Penalty: 960.690308
	Iteration 113Q: 3 clusters Score -2005441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -2005444.125000 Penalty: 960.690308
	Iteration 114Q: 3 clusters Score -2005444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -2005445.250000 Penalty: 960.690308
	Iteration 115Q: 3 clusters Score -2005445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -2005444.000000 Penalty: 960.690308
	Iteration 116Q: 3 clusters Score -2005444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -2005446.375000 Penalty: 960.690308
	Iteration 117Q: 3 clusters Score -2005446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -2005448.625000 Penalty: 960.690308
	Iteration 118Q: 3 clusters Score -2005449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -2005448.250000 Penalty: 960.690308
	Iteration 119Q: 3 clusters Score -2005448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -2005448.375000 Penalty: 960.690308
	Iteration 120F: 3 clusters Score -2005448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -2005448.500000 Penalty: 960.690308
	Iteration 121Q: 3 clusters Score -2005448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -2005448.875000 Penalty: 960.690308
	Iteration 122Q: 3 clusters Score -2005449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -2005448.375000 Penalty: 960.690308
	Iteration 123Q: 3 clusters Score -2005448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -2005448.500000 Penalty: 960.690308
	Iteration 124Q: 3 clusters Score -2005448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -2005448.500000 Penalty: 960.690308
	Iteration 125F: 3 clusters Score -2005448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7326.142090 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7326.142 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 58 members 
Entering Unmasked Estep 
Score: -7074.490234 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7074.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7120.395996 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7120.396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7146.169922 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7146.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7151.708008 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7151.708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7152.079102 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7152.079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7152.079102 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -7152.079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -38734.023438 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -38734.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38043.894531 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -38043.89 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -38323.632812 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -38323.63 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -38383.316406 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -38383.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -38448.304688 Penalty: 611.540039
	Iteration 3F: 3 clusters Score -38448.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -38485.554688 Penalty: 611.540039
	Iteration 4F: 3 clusters Score -38485.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -38504.339844 Penalty: 611.540039
	Iteration 5Q: 3 clusters Score -38504.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -38523.507812 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -38523.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -38528.585938 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -38528.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -38532.550781 Penalty: 611.540039
	Iteration 8Q: 3 clusters Score -38532.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38535.445312 Penalty: 611.540039
	Iteration 9Q: 3 clusters Score -38535.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -38545.855469 Penalty: 611.540039
	Iteration 10Q: 3 clusters Score -38545.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -38559.285156 Penalty: 611.540039
	Iteration 11Q: 3 clusters Score -38559.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38579.718750 Penalty: 611.540039
	Iteration 12Q: 3 clusters Score -38579.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38607.964844 Penalty: 611.540039
	Iteration 13Q: 3 clusters Score -38607.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38626.660156 Penalty: 611.540039
	Iteration 14Q: 3 clusters Score -38626.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38635.835938 Penalty: 611.540039
	Iteration 15Q: 3 clusters Score -38635.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38646.238281 Penalty: 611.540039
	Iteration 16Q: 3 clusters Score -38646.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38657.753906 Penalty: 611.540039
	Iteration 17Q: 3 clusters Score -38657.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38663.968750 Penalty: 611.540039
	Iteration 18Q: 3 clusters Score -38663.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38668.343750 Penalty: 611.540039
	Iteration 19Q: 3 clusters Score -38668.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38674.195312 Penalty: 611.540039
	Iteration 20F: 3 clusters Score -38674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38679.042969 Penalty: 611.540039
	Iteration 21Q: 3 clusters Score -38679.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38682.640625 Penalty: 611.540039
	Iteration 22Q: 3 clusters Score -38682.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38683.507812 Penalty: 611.540039
	Iteration 23Q: 3 clusters Score -38683.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38684.003906 Penalty: 611.540039
	Iteration 24Q: 3 clusters Score -38684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38686.109375 Penalty: 611.540039
	Iteration 25Q: 3 clusters Score -38686.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -38690.042969 Penalty: 611.540039
	Iteration 26Q: 3 clusters Score -38690.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38697.257812 Penalty: 611.540039
	Iteration 27Q: 3 clusters Score -38697.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38711.378906 Penalty: 611.540039
	Iteration 28Q: 3 clusters Score -38711.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -38713.363281 Penalty: 611.540039
	Iteration 29Q: 3 clusters Score -38713.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -38713.363281 Penalty: 611.540039
	Iteration 30F: 3 clusters Score -38713.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -18837.130859 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -18837.13 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 226 members 
Entering Unmasked Estep 
Score: -18425.554688 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -18425.55 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18601.718750 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -18601.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18725.421875 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -18725.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18770.328125 Penalty: 550.953979
	Iteration 3F: 3 clusters Score -18770.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18777.748047 Penalty: 550.953979
	Iteration 4Q: 3 clusters Score -18777.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18782.796875 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -18782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18786.486328 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -18786.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18786.648438 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -18786.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18786.648438 Penalty: 550.953979
	Iteration 8F: 3 clusters Score -18786.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -14590.857422 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14590.86 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 119 members 
Entering Unmasked Estep 
Score: -14278.639648 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14278.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14357.357422 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14357.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14376.624023 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -14376.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14391.745117 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -14391.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14395.543945 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -14395.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14397.486328 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -14397.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14401.395508 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14403.708008 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -14403.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14406.482422 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -14406.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14409.325195 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -14409.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14411.123047 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -14411.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14412.754883 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -14412.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14412.754883 Penalty: 509.792816
	Iteration 12F: 3 clusters Score -14412.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -13035.868164 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -13035.87 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 140 members 
Entering Unmasked Estep 
Score: -12684.616211 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -12684.62 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12820.460938 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -12820.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12886.966797 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -12886.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12928.090820 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -12928.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12949.020508 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -12949.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12982.306641 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -12982.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13004.452148 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -13004.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13013.351562 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -13013.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13017.829102 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -13017.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13019.705078 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -13019.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13019.705078 Penalty: 511.456482
	Iteration 10F: 3 clusters Score -13019.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10613.251953 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10613.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10322.024414 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10322.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10405.670898 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10405.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10424.529297 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10424.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10435.832031 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -10435.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10444.682617 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10444.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10445.850586 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10445.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10445.850586 Penalty: 485.277405
	Iteration 6F: 3 clusters Score -10445.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (6656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Entering Unmasked Estep 
Score: -333735.187500 Penalty: 400.548981
	Iteration 0F: 2 clusters Score -333735.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -329323.375000 Penalty: 801.097961
	Iteration 0F: 3 clusters Score -329323.4 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -331258.531250 Penalty: 801.097961
	Iteration 1F: 3 clusters Score -331258.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -331490.843750 Penalty: 801.097961
	Iteration 2F: 3 clusters Score -331490.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -331696.125000 Penalty: 801.097961
	Iteration 3F: 3 clusters Score -331696.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -331919.125000 Penalty: 801.097961
	Iteration 4F: 3 clusters Score -331919.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -332206.531250 Penalty: 801.097961
	Iteration 5F: 3 clusters Score -332206.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -332448.125000 Penalty: 801.097961
	Iteration 6Q: 3 clusters Score -332448.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -332613.250000 Penalty: 801.097961
	Iteration 7Q: 3 clusters Score -332613.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -332783.593750 Penalty: 801.097961
	Iteration 8Q: 3 clusters Score -332783.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -332923.375000 Penalty: 801.097961
	Iteration 9Q: 3 clusters Score -332923.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -333016.750000 Penalty: 801.097961
	Iteration 10Q: 3 clusters Score -333016.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -333075.031250 Penalty: 801.097961
	Iteration 11Q: 3 clusters Score -333075 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -333122.531250 Penalty: 801.097961
	Iteration 12Q: 3 clusters Score -333122.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -333167.812500 Penalty: 801.097961
	Iteration 13Q: 3 clusters Score -333167.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -333199.093750 Penalty: 801.097961
	Iteration 14Q: 3 clusters Score -333199.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -333227.062500 Penalty: 801.097961
	Iteration 15Q: 3 clusters Score -333227.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -333254.937500 Penalty: 801.097961
	Iteration 16Q: 3 clusters Score -333254.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -333278.656250 Penalty: 801.097961
	Iteration 17Q: 3 clusters Score -333278.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -333293.625000 Penalty: 801.097961
	Iteration 18Q: 3 clusters Score -333293.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -333311.343750 Penalty: 801.097961
	Iteration 19Q: 3 clusters Score -333311.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -333322.125000 Penalty: 801.097961
	Iteration 20F: 3 clusters Score -333322.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -333332.250000 Penalty: 801.097961
	Iteration 21Q: 3 clusters Score -333332.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -333347.375000 Penalty: 801.097961
	Iteration 22Q: 3 clusters Score -333347.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -333365.312500 Penalty: 801.097961
	Iteration 23Q: 3 clusters Score -333365.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -333380.187500 Penalty: 801.097961
	Iteration 24Q: 3 clusters Score -333380.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -333397.781250 Penalty: 801.097961
	Iteration 25Q: 3 clusters Score -333397.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -333421.843750 Penalty: 801.097961
	Iteration 26Q: 3 clusters Score -333421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -333431.062500 Penalty: 801.097961
	Iteration 27Q: 3 clusters Score -333431.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -333437.625000 Penalty: 801.097961
	Iteration 28Q: 3 clusters Score -333437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -333439.656250 Penalty: 801.097961
	Iteration 29Q: 3 clusters Score -333439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -333442.343750 Penalty: 801.097961
	Iteration 30Q: 3 clusters Score -333442.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -333447.468750 Penalty: 801.097961
	Iteration 31Q: 3 clusters Score -333447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -333449.750000 Penalty: 801.097961
	Iteration 32Q: 3 clusters Score -333449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -333451.562500 Penalty: 801.097961
	Iteration 33Q: 3 clusters Score -333451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -333452.531250 Penalty: 801.097961
	Iteration 34Q: 3 clusters Score -333452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -333453.468750 Penalty: 801.097961
	Iteration 35Q: 3 clusters Score -333453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -333453.468750 Penalty: 801.097961
	Iteration 36F: 3 clusters Score -333453.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -422061.375000 Penalty: 410.455231
	Iteration 0F: 2 clusters Score -422061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -416496.843750 Penalty: 820.910461
	Iteration 0F: 3 clusters Score -416496.8 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -418676.250000 Penalty: 820.910461
	Iteration 1F: 3 clusters Score -418676.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -418848.750000 Penalty: 820.910461
	Iteration 2F: 3 clusters Score -418848.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -419073.093750 Penalty: 820.910461
	Iteration 3F: 3 clusters Score -419073.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -419357.968750 Penalty: 820.910461
	Iteration 4F: 3 clusters Score -419358 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -419699.937500 Penalty: 820.910461
	Iteration 5F: 3 clusters Score -419699.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -420087.500000 Penalty: 820.910461
	Iteration 6F: 3 clusters Score -420087.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -420562.343750 Penalty: 820.910461
	Iteration 7F: 3 clusters Score -420562.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -420942.218750 Penalty: 820.910461
	Iteration 8F: 3 clusters Score -420942.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -421133.531250 Penalty: 820.910461
	Iteration 9Q: 3 clusters Score -421133.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -421253.875000 Penalty: 820.910461
	Iteration 10Q: 3 clusters Score -421253.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -421353.343750 Penalty: 820.910461
	Iteration 11Q: 3 clusters Score -421353.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -421436.968750 Penalty: 820.910461
	Iteration 12Q: 3 clusters Score -421437 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -421489.781250 Penalty: 820.910461
	Iteration 13Q: 3 clusters Score -421489.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -421528.656250 Penalty: 820.910461
	Iteration 14Q: 3 clusters Score -421528.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -421556.250000 Penalty: 820.910461
	Iteration 15Q: 3 clusters Score -421556.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -421574.218750 Penalty: 820.910461
	Iteration 16Q: 3 clusters Score -421574.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -421587.906250 Penalty: 820.910461
	Iteration 17Q: 3 clusters Score -421587.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -421597.500000 Penalty: 820.910461
	Iteration 18Q: 3 clusters Score -421597.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -421603.281250 Penalty: 820.910461
	Iteration 19Q: 3 clusters Score -421603.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -421611.437500 Penalty: 820.910461
	Iteration 20F: 3 clusters Score -421611.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -421617.843750 Penalty: 820.910461
	Iteration 21Q: 3 clusters Score -421617.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -421621.093750 Penalty: 820.910461
	Iteration 22Q: 3 clusters Score -421621.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -421626.062500 Penalty: 820.910461
	Iteration 23Q: 3 clusters Score -421626.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -421627.875000 Penalty: 820.910461
	Iteration 24Q: 3 clusters Score -421627.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -421629.093750 Penalty: 820.910461
	Iteration 25Q: 3 clusters Score -421629.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -421628.656250 Penalty: 820.910461
	Iteration 26Q: 3 clusters Score -421628.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -421629.843750 Penalty: 820.910461
	Iteration 27Q: 3 clusters Score -421629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -421630.812500 Penalty: 820.910461
	Iteration 28Q: 3 clusters Score -421630.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -421629.718750 Penalty: 820.910461
	Iteration 29Q: 3 clusters Score -421629.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -421631.250000 Penalty: 820.910461
	Iteration 30Q: 3 clusters Score -421631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -421631.218750 Penalty: 820.910461
	Iteration 31Q: 3 clusters Score -421631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -421631.312500 Penalty: 820.910461
	Iteration 32Q: 3 clusters Score -421631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -421631.281250 Penalty: 820.910461
	Iteration 33Q: 3 clusters Score -421631.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -421631.406250 Penalty: 820.910461
	Iteration 34Q: 3 clusters Score -421631.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -421630.750000 Penalty: 820.910461
	Iteration 35Q: 3 clusters Score -421630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -421630.156250 Penalty: 820.910461
	Iteration 36Q: 3 clusters Score -421630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -421630.843750 Penalty: 820.910461
	Iteration 37Q: 3 clusters Score -421630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -421630.312500 Penalty: 820.910461
	Iteration 38Q: 3 clusters Score -421630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -421630.531250 Penalty: 820.910461
	Iteration 39Q: 3 clusters Score -421630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -421630.531250 Penalty: 820.910461
	Iteration 40F: 3 clusters Score -421630.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -16026.592773 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -16026.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15678.905273 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -15678.91 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15773.099609 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -15773.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15800.637695 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -15800.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15825.012695 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -15825.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15845.602539 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -15845.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15871.872070 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -15871.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15903.102539 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -15903.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15962.826172 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -15962.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16023.513672 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -16023.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16043.352539 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -16043.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16053.228516 Penalty: 526.607666
	Iteration 10Q: 3 clusters Score -16053.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16054.721680 Penalty: 526.607666
	Iteration 11Q: 3 clusters Score -16054.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16054.721680 Penalty: 526.607666
	Iteration 12F: 3 clusters Score -16054.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102405 members 
Mstep: Class 3 contains 18421 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1750 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 216573 members 
Mstep: Class 8 contains 28238 members 
Mstep: Class 9 contains 37003 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6560 members 
Mstep: Class 12 contains 56707 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 8914 members 
Mstep: Class 16 contains 54224 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89608 members 
Mstep: Class 19 contains 90402 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90822 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 129605 members 
Mstep: Class 25 contains 19044 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 90715 members 
Mstep: Class 29 contains 77269 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 3629 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 5426 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 75025 members 
Mstep: Class 40 contains 78832 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 135890 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1025 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1901 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 179012 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 45323 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 85905 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10215 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 17057 members 
Mstep: Class 65 contains 101745 members 
Mstep: Class 66 contains 38447 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 8275 members 
Mstep: Class 76 contains 217 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90690800.000000 Penalty: 50770.378906
Splitting cluster 76 changes total score from -90684328.000000 to -90690800.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 79 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -9761.485352 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -9761.485 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 77 members 
Entering Unmasked Estep 
Score: -9481.245117 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -9481.245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9520.219727 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -9520.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9537.089844 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -9537.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9549.396484 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -9549.396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9563.597656 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -9563.598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9569.499023 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -9569.499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9573.686523 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -9573.687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9574.787109 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -9574.787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9576.808594 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -9576.809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9587.250977 Penalty: 473.063202
	Iteration 9Q: 3 clusters Score -9587.251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9593.723633 Penalty: 473.063202
	Iteration 10Q: 3 clusters Score -9593.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9593.723633 Penalty: 473.063202
	Iteration 11F: 3 clusters Score -9593.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102405 members 
Mstep: Class 3 contains 18421 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1750 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 216573 members 
Mstep: Class 8 contains 28238 members 
Mstep: Class 9 contains 37003 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6560 members 
Mstep: Class 12 contains 56707 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 8914 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89608 members 
Mstep: Class 19 contains 90402 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90822 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 129605 members 
Mstep: Class 25 contains 19044 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 90715 members 
Mstep: Class 29 contains 77269 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 3629 members 
Mstep: Class 33 contains 2751 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 5426 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 75025 members 
Mstep: Class 40 contains 78832 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 135890 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7102 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1025 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1901 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 179012 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 45323 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 85905 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 425 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10215 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 17057 members 
Mstep: Class 65 contains 101745 members 
Mstep: Class 66 contains 38447 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 276 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 8275 members 
Mstep: Class 76 contains 217 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90696056.000000 Penalty: 50770.378906
Iteration 399Q: 78 clusters Score -9.069606e+07 nChanged 25648
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102324 members 
Mstep: Class 3 contains 18245 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1749 members 
Mstep: Class 6 contains 1898 members 
Mstep: Class 7 contains 216670 members 
Mstep: Class 8 contains 27271 members 
Mstep: Class 9 contains 37007 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6648 members 
Mstep: Class 12 contains 56740 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 5534 members 
Mstep: Class 15 contains 8994 members 
Mstep: Class 16 contains 53825 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 89098 members 
Mstep: Class 19 contains 90398 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90842 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2574 members 
Mstep: Class 24 contains 127747 members 
Mstep: Class 25 contains 19047 members 
Mstep: Class 26 contains 7206 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 91214 members 
Mstep: Class 29 contains 80273 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 3653 members 
Mstep: Class 33 contains 2744 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4010 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 4335 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 73411 members 
Mstep: Class 40 contains 78211 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 136651 members 
Mstep: Class 43 contains 561 members 
Mstep: Class 44 contains 7111 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1026 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1792 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 179658 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 46409 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 87183 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1230 members 
Mstep: Class 59 contains 421 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10155 members 
Mstep: Class 62 contains 494 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 17254 members 
Mstep: Class 65 contains 100189 members 
Mstep: Class 66 contains 39603 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 104 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 277 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6651 members 
Mstep: Class 75 contains 8320 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90699728.000000 Penalty: 50770.378906
Iteration 400F: 78 clusters Score -9.069973e+07 nChanged 23943
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 102142 members 
Mstep: Class 3 contains 18052 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1747 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 216652 members 
Mstep: Class 8 contains 26297 members 
Mstep: Class 9 contains 37002 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6683 members 
Mstep: Class 12 contains 56685 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 5526 members 
Mstep: Class 15 contains 9022 members 
Mstep: Class 16 contains 54997 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 88429 members 
Mstep: Class 19 contains 90256 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90860 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 127176 members 
Mstep: Class 25 contains 19057 members 
Mstep: Class 26 contains 7206 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 91652 members 
Mstep: Class 29 contains 84276 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 3677 members 
Mstep: Class 33 contains 2742 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 3474 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 71187 members 
Mstep: Class 40 contains 76635 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 137327 members 
Mstep: Class 43 contains 561 members 
Mstep: Class 44 contains 7108 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1028 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1708 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 179882 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 47653 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 87003 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1229 members 
Mstep: Class 59 contains 421 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10249 members 
Mstep: Class 62 contains 493 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 17438 members 
Mstep: Class 65 contains 99162 members 
Mstep: Class 66 contains 40228 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 827 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 107 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 277 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6647 members 
Mstep: Class 75 contains 8328 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90701072.000000 Penalty: 50770.378906
Iteration 401Q: 78 clusters Score -9.070107e+07 nChanged 17600
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101954 members 
Mstep: Class 3 contains 17892 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1745 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 216648 members 
Mstep: Class 8 contains 25335 members 
Mstep: Class 9 contains 36996 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6722 members 
Mstep: Class 12 contains 56625 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 5530 members 
Mstep: Class 15 contains 9065 members 
Mstep: Class 16 contains 55624 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 87670 members 
Mstep: Class 19 contains 89933 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90881 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 127663 members 
Mstep: Class 25 contains 19063 members 
Mstep: Class 26 contains 7206 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 92111 members 
Mstep: Class 29 contains 86703 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 3685 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 2744 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 69344 members 
Mstep: Class 40 contains 75925 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 137896 members 
Mstep: Class 43 contains 561 members 
Mstep: Class 44 contains 7090 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1026 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1646 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 179916 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 48080 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 86808 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1229 members 
Mstep: Class 59 contains 420 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10370 members 
Mstep: Class 62 contains 491 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 17632 members 
Mstep: Class 65 contains 99024 members 
Mstep: Class 66 contains 40930 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 828 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 108 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 277 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6648 members 
Mstep: Class 75 contains 8320 members 
Mstep: Class 76 contains 231 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90701688.000000 Penalty: 50770.378906
Iteration 402Q: 78 clusters Score -9.070169e+07 nChanged 16526
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101736 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 216628 members 
Mstep: Class 8 contains 24418 members 
Mstep: Class 9 contains 36992 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6775 members 
Mstep: Class 12 contains 56586 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 9098 members 
Mstep: Class 16 contains 56329 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 86858 members 
Mstep: Class 19 contains 89551 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90917 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 128562 members 
Mstep: Class 25 contains 19060 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 92569 members 
Mstep: Class 29 contains 88134 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 3693 members 
Mstep: Class 33 contains 2743 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4008 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 2146 members 
Mstep: Class 38 contains 1414 members 
Mstep: Class 39 contains 67686 members 
Mstep: Class 40 contains 75745 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 138502 members 
Mstep: Class 43 contains 561 members 
Mstep: Class 44 contains 7079 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1580 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 179657 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 47835 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 86605 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1228 members 
Mstep: Class 59 contains 417 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10548 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 17844 members 
Mstep: Class 65 contains 99267 members 
Mstep: Class 66 contains 41884 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 278 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6653 members 
Mstep: Class 75 contains 8314 members 
Mstep: Class 76 contains 233 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90702416.000000 Penalty: 50770.378906
Iteration 403Q: 78 clusters Score -9.070242e+07 nChanged 17488
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101563 members 
Mstep: Class 3 contains 17554 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 1870 members 
Mstep: Class 7 contains 216606 members 
Mstep: Class 8 contains 23497 members 
Mstep: Class 9 contains 36990 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 56574 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 5518 members 
Mstep: Class 15 contains 9096 members 
Mstep: Class 16 contains 57143 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 86010 members 
Mstep: Class 19 contains 89141 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90958 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 129816 members 
Mstep: Class 25 contains 19059 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 93017 members 
Mstep: Class 29 contains 88886 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 3683 members 
Mstep: Class 33 contains 2735 members 
Mstep: Class 34 contains 1789 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 66152 members 
Mstep: Class 40 contains 75815 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 139085 members 
Mstep: Class 43 contains 561 members 
Mstep: Class 44 contains 7073 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1495 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 179204 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 47110 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 86251 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1227 members 
Mstep: Class 59 contains 414 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10730 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 18058 members 
Mstep: Class 65 contains 99895 members 
Mstep: Class 66 contains 43118 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 278 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6656 members 
Mstep: Class 75 contains 8312 members 
Mstep: Class 76 contains 232 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90702936.000000 Penalty: 50770.378906
Iteration 404Q: 78 clusters Score -9.070294e+07 nChanged 18082
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101399 members 
Mstep: Class 3 contains 17401 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 1870 members 
Mstep: Class 7 contains 216568 members 
Mstep: Class 8 contains 22597 members 
Mstep: Class 9 contains 36990 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 56559 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 5518 members 
Mstep: Class 15 contains 9092 members 
Mstep: Class 16 contains 58072 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 85122 members 
Mstep: Class 19 contains 88691 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 90990 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 131224 members 
Mstep: Class 25 contains 19065 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 93435 members 
Mstep: Class 29 contains 89249 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 3671 members 
Mstep: Class 33 contains 2730 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 4006 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 1201 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 64611 members 
Mstep: Class 40 contains 76115 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 139806 members 
Mstep: Class 43 contains 561 members 
Mstep: Class 44 contains 7089 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1388 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 178541 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 46111 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 85696 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 10947 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 18262 members 
Mstep: Class 65 contains 100752 members 
Mstep: Class 66 contains 44524 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 8322 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90702944.000000 Penalty: 50770.378906
Iteration 405Q: 78 clusters Score -9.070294e+07 nChanged 19094
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101270 members 
Mstep: Class 3 contains 17260 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 216540 members 
Mstep: Class 8 contains 21660 members 
Mstep: Class 9 contains 36985 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6868 members 
Mstep: Class 12 contains 56561 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 5506 members 
Mstep: Class 15 contains 9094 members 
Mstep: Class 16 contains 59094 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 84165 members 
Mstep: Class 19 contains 88285 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 91020 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 2595 members 
Mstep: Class 24 contains 132873 members 
Mstep: Class 25 contains 19074 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 93771 members 
Mstep: Class 29 contains 89376 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 3656 members 
Mstep: Class 33 contains 2723 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 4005 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 850 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 63058 members 
Mstep: Class 40 contains 76405 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 140616 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7114 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1291 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 177696 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 44862 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 85096 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11221 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 18496 members 
Mstep: Class 65 contains 101612 members 
Mstep: Class 66 contains 46126 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 8363 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 37. Lose 530.486633 but Gain 659.355469
Score: -90703976.000000 Penalty: 50111.023438
Iteration 406Q: 77 clusters Score -9.070398e+07 nChanged 19766
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101191 members 
Mstep: Class 3 contains 17143 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 1858 members 
Mstep: Class 7 contains 216520 members 
Mstep: Class 8 contains 20727 members 
Mstep: Class 9 contains 36985 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 56570 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5490 members 
Mstep: Class 15 contains 9058 members 
Mstep: Class 16 contains 60089 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 83196 members 
Mstep: Class 19 contains 87855 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 91058 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 134570 members 
Mstep: Class 25 contains 19092 members 
Mstep: Class 26 contains 7206 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94109 members 
Mstep: Class 29 contains 89436 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2313 members 
Mstep: Class 32 contains 3638 members 
Mstep: Class 33 contains 2719 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 4003 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 61568 members 
Mstep: Class 40 contains 76717 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 141394 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7163 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1188 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 176949 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 43459 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 84428 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11528 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 18699 members 
Mstep: Class 65 contains 102804 members 
Mstep: Class 66 contains 47927 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 8434 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90705472.000000 Penalty: 50111.023438
Iteration 407Q: 77 clusters Score -9.070547e+07 nChanged 19748
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101123 members 
Mstep: Class 3 contains 17047 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 1852 members 
Mstep: Class 7 contains 216522 members 
Mstep: Class 8 contains 19764 members 
Mstep: Class 9 contains 36985 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 56555 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5486 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 61136 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 82140 members 
Mstep: Class 19 contains 87432 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 91099 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 136458 members 
Mstep: Class 25 contains 19102 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94460 members 
Mstep: Class 29 contains 89353 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 3622 members 
Mstep: Class 33 contains 2712 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 4001 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 60032 members 
Mstep: Class 40 contains 77117 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 142171 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7227 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 1064 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 175661 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 41973 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 83673 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11797 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 18907 members 
Mstep: Class 65 contains 103584 members 
Mstep: Class 66 contains 49939 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 8531 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90706064.000000 Penalty: 50111.023438
Iteration 408Q: 77 clusters Score -9.070606e+07 nChanged 20172
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101047 members 
Mstep: Class 3 contains 16933 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1741 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 216540 members 
Mstep: Class 8 contains 18830 members 
Mstep: Class 9 contains 36983 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 56530 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 5474 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 62133 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 81064 members 
Mstep: Class 19 contains 87017 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 91134 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 138524 members 
Mstep: Class 25 contains 19109 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94758 members 
Mstep: Class 29 contains 89180 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2309 members 
Mstep: Class 32 contains 3612 members 
Mstep: Class 33 contains 2704 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 4000 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 58474 members 
Mstep: Class 40 contains 77537 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 142830 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7304 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 958 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 174501 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 40343 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 82772 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12028 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 19125 members 
Mstep: Class 65 contains 104212 members 
Mstep: Class 66 contains 52330 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 8685 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90707864.000000 Penalty: 50111.023438
Iteration 409Q: 77 clusters Score -9.070786e+07 nChanged 20347
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100984 members 
Mstep: Class 3 contains 16814 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 1839 members 
Mstep: Class 7 contains 216540 members 
Mstep: Class 8 contains 17912 members 
Mstep: Class 9 contains 36986 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 56563 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 63155 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 79998 members 
Mstep: Class 19 contains 86523 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 91179 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 140528 members 
Mstep: Class 25 contains 19113 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94990 members 
Mstep: Class 29 contains 88939 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2311 members 
Mstep: Class 32 contains 3599 members 
Mstep: Class 33 contains 2696 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3998 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 56907 members 
Mstep: Class 40 contains 77997 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 143538 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7377 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 862 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 173630 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 38616 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 81626 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12213 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 19324 members 
Mstep: Class 65 contains 104693 members 
Mstep: Class 66 contains 55056 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 8882 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90708928.000000 Penalty: 50111.023438
Iteration 410Q: 77 clusters Score -9.070893e+07 nChanged 20385
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100929 members 
Mstep: Class 3 contains 16719 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1729 members 
Mstep: Class 6 contains 1841 members 
Mstep: Class 7 contains 216526 members 
Mstep: Class 8 contains 17017 members 
Mstep: Class 9 contains 36991 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 56554 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 5440 members 
Mstep: Class 15 contains 9009 members 
Mstep: Class 16 contains 64231 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 78864 members 
Mstep: Class 19 contains 86014 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 91230 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 142777 members 
Mstep: Class 25 contains 19129 members 
Mstep: Class 26 contains 7208 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95171 members 
Mstep: Class 29 contains 88565 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2309 members 
Mstep: Class 32 contains 3584 members 
Mstep: Class 33 contains 2690 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3997 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 55201 members 
Mstep: Class 40 contains 78476 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 144317 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7435 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 770 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 172978 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 36840 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 80336 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12326 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 19518 members 
Mstep: Class 65 contains 104989 members 
Mstep: Class 66 contains 57917 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 9141 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90709088.000000 Penalty: 50111.023438
Iteration 411Q: 77 clusters Score -9.070909e+07 nChanged 20113
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100854 members 
Mstep: Class 3 contains 16579 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1724 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 216513 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 36991 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 56564 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5426 members 
Mstep: Class 15 contains 9001 members 
Mstep: Class 16 contains 65359 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 77719 members 
Mstep: Class 19 contains 85512 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 91281 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 145352 members 
Mstep: Class 25 contains 19132 members 
Mstep: Class 26 contains 7208 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95322 members 
Mstep: Class 29 contains 88190 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 3566 members 
Mstep: Class 33 contains 2689 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3996 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1411 members 
Mstep: Class 39 contains 53509 members 
Mstep: Class 40 contains 78910 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 145000 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7500 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 700 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 172416 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 35041 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 79089 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12310 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 19707 members 
Mstep: Class 65 contains 105188 members 
Mstep: Class 66 contains 60672 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 9408 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90710024.000000 Penalty: 50111.023438
Iteration 412Q: 77 clusters Score -9.071002e+07 nChanged 19583
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100789 members 
Mstep: Class 3 contains 16450 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1720 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 7 contains 216483 members 
Mstep: Class 8 contains 15394 members 
Mstep: Class 9 contains 36991 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 56545 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5414 members 
Mstep: Class 15 contains 9004 members 
Mstep: Class 16 contains 66424 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 76473 members 
Mstep: Class 19 contains 85003 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 91340 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 148299 members 
Mstep: Class 25 contains 19144 members 
Mstep: Class 26 contains 7209 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95473 members 
Mstep: Class 29 contains 87761 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2305 members 
Mstep: Class 32 contains 3569 members 
Mstep: Class 33 contains 2686 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3996 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 51828 members 
Mstep: Class 40 contains 79386 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 145657 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7565 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 642 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 171881 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 33185 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 77995 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12224 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 19910 members 
Mstep: Class 65 contains 105365 members 
Mstep: Class 66 contains 63069 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 9721 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90711008.000000 Penalty: 50111.023438
Iteration 413Q: 77 clusters Score -9.071101e+07 nChanged 19104
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100746 members 
Mstep: Class 3 contains 16291 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 1822 members 
Mstep: Class 7 contains 216462 members 
Mstep: Class 8 contains 14640 members 
Mstep: Class 9 contains 36982 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6973 members 
Mstep: Class 12 contains 56539 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5408 members 
Mstep: Class 15 contains 8999 members 
Mstep: Class 16 contains 67370 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 75248 members 
Mstep: Class 19 contains 84517 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 91426 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 151549 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 7209 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95581 members 
Mstep: Class 29 contains 87275 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2305 members 
Mstep: Class 32 contains 3574 members 
Mstep: Class 33 contains 2688 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3995 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 50118 members 
Mstep: Class 40 contains 79769 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 146169 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7657 members 
Mstep: Class 45 contains 1651 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 591 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 171575 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 31369 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 77094 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12061 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 20120 members 
Mstep: Class 65 contains 105457 members 
Mstep: Class 66 contains 65172 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6661 members 
Mstep: Class 75 contains 10063 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90712064.000000 Penalty: 50111.023438
Iteration 414Q: 77 clusters Score -9.071206e+07 nChanged 18810
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100729 members 
Mstep: Class 3 contains 16180 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1715 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 216439 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6980 members 
Mstep: Class 12 contains 56510 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5401 members 
Mstep: Class 15 contains 9009 members 
Mstep: Class 16 contains 68130 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 74080 members 
Mstep: Class 19 contains 84033 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 91521 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 154963 members 
Mstep: Class 25 contains 19156 members 
Mstep: Class 26 contains 7210 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95619 members 
Mstep: Class 29 contains 86858 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2306 members 
Mstep: Class 32 contains 3575 members 
Mstep: Class 33 contains 2689 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3995 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1410 members 
Mstep: Class 39 contains 48410 members 
Mstep: Class 40 contains 80065 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 146395 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7725 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 559 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 171398 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 29574 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 76349 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11922 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 20386 members 
Mstep: Class 65 contains 105432 members 
Mstep: Class 66 contains 67205 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6661 members 
Mstep: Class 75 contains 10426 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 50. Lose 633.842896 but Gain 659.355469
Score: -90712888.000000 Penalty: 49451.667969
Iteration 415Q: 76 clusters Score -9.071289e+07 nChanged 19496
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100731 members 
Mstep: Class 3 contains 16099 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 1835 members 
Mstep: Class 7 contains 216405 members 
Mstep: Class 8 contains 13220 members 
Mstep: Class 9 contains 36982 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6983 members 
Mstep: Class 12 contains 56489 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 9024 members 
Mstep: Class 16 contains 68867 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 72828 members 
Mstep: Class 19 contains 83575 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 91628 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 158631 members 
Mstep: Class 25 contains 19157 members 
Mstep: Class 26 contains 7212 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95659 members 
Mstep: Class 29 contains 86296 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2307 members 
Mstep: Class 32 contains 3587 members 
Mstep: Class 33 contains 2685 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3995 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 46751 members 
Mstep: Class 40 contains 80120 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 146471 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7781 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1023 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 171408 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 27813 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 75762 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11846 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 20655 members 
Mstep: Class 65 contains 105732 members 
Mstep: Class 66 contains 69198 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 10811 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90713800.000000 Penalty: 49451.667969
Iteration 416Q: 76 clusters Score -9.07138e+07 nChanged 18952
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100742 members 
Mstep: Class 3 contains 15978 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1713 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 216395 members 
Mstep: Class 8 contains 12563 members 
Mstep: Class 9 contains 36987 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6979 members 
Mstep: Class 12 contains 56500 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 5426 members 
Mstep: Class 15 contains 9053 members 
Mstep: Class 16 contains 69602 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 71589 members 
Mstep: Class 19 contains 83124 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 91763 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 162299 members 
Mstep: Class 25 contains 19164 members 
Mstep: Class 26 contains 7213 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95687 members 
Mstep: Class 29 contains 85632 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2305 members 
Mstep: Class 32 contains 3600 members 
Mstep: Class 33 contains 2684 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3995 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 45198 members 
Mstep: Class 40 contains 80092 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 146314 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7833 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 171188 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 26152 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 75163 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11797 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 20925 members 
Mstep: Class 65 contains 105762 members 
Mstep: Class 66 contains 71175 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6661 members 
Mstep: Class 75 contains 11237 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90714624.000000 Penalty: 49451.667969
Iteration 417Q: 76 clusters Score -9.071462e+07 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100727 members 
Mstep: Class 3 contains 15835 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 216407 members 
Mstep: Class 8 contains 11935 members 
Mstep: Class 9 contains 36994 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6985 members 
Mstep: Class 12 contains 56501 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 5421 members 
Mstep: Class 15 contains 9167 members 
Mstep: Class 16 contains 70230 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 70477 members 
Mstep: Class 19 contains 82686 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 91893 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 166464 members 
Mstep: Class 25 contains 19169 members 
Mstep: Class 26 contains 7213 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95719 members 
Mstep: Class 29 contains 84629 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 3611 members 
Mstep: Class 33 contains 2688 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3995 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 43668 members 
Mstep: Class 40 contains 79579 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 146128 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7910 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 171137 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 24637 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 74498 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11760 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 21210 members 
Mstep: Class 65 contains 105704 members 
Mstep: Class 66 contains 73132 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6661 members 
Mstep: Class 75 contains 11697 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90715640.000000 Penalty: 49451.667969
Iteration 418Q: 76 clusters Score -9.071564e+07 nChanged 19941
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100711 members 
Mstep: Class 3 contains 15722 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 1824 members 
Mstep: Class 7 contains 216441 members 
Mstep: Class 8 contains 11278 members 
Mstep: Class 9 contains 37000 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6985 members 
Mstep: Class 12 contains 56501 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 9369 members 
Mstep: Class 16 contains 70791 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 69468 members 
Mstep: Class 19 contains 82268 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 92020 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2662 members 
Mstep: Class 24 contains 171249 members 
Mstep: Class 25 contains 19168 members 
Mstep: Class 26 contains 7213 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95785 members 
Mstep: Class 29 contains 83086 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2312 members 
Mstep: Class 32 contains 3613 members 
Mstep: Class 33 contains 2700 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3995 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 42228 members 
Mstep: Class 40 contains 78115 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 145981 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 7991 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 171261 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 23392 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 73862 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11757 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 21488 members 
Mstep: Class 65 contains 105566 members 
Mstep: Class 66 contains 75205 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6661 members 
Mstep: Class 75 contains 12173 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90716384.000000 Penalty: 49451.667969
Iteration 419Q: 76 clusters Score -9.071638e+07 nChanged 20214
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100725 members 
Mstep: Class 3 contains 15619 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1708 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 216503 members 
Mstep: Class 8 contains 10656 members 
Mstep: Class 9 contains 37000 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6990 members 
Mstep: Class 12 contains 56495 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 9631 members 
Mstep: Class 16 contains 71377 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 68542 members 
Mstep: Class 19 contains 81892 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 92152 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2678 members 
Mstep: Class 24 contains 176554 members 
Mstep: Class 25 contains 19156 members 
Mstep: Class 26 contains 7213 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95824 members 
Mstep: Class 29 contains 81180 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 3619 members 
Mstep: Class 33 contains 2715 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3995 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 40810 members 
Mstep: Class 40 contains 75734 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 145826 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8058 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 171499 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 22451 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 73241 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11753 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 21792 members 
Mstep: Class 65 contains 105458 members 
Mstep: Class 66 contains 77337 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6662 members 
Mstep: Class 75 contains 12588 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90720664.000000 Penalty: 49451.667969
Iteration 420F: 76 clusters Score -9.072066e+07 nChanged 23657
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100655 members 
Mstep: Class 3 contains 15482 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 1796 members 
Mstep: Class 7 contains 216540 members 
Mstep: Class 8 contains 10049 members 
Mstep: Class 9 contains 36998 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 56502 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 9903 members 
Mstep: Class 16 contains 71852 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 67661 members 
Mstep: Class 19 contains 81492 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 92304 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 180408 members 
Mstep: Class 25 contains 19146 members 
Mstep: Class 26 contains 7213 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95870 members 
Mstep: Class 29 contains 79579 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 3577 members 
Mstep: Class 33 contains 2726 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3994 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 39394 members 
Mstep: Class 40 contains 72486 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 145715 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8108 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 171295 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 21316 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 72238 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11879 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 22100 members 
Mstep: Class 65 contains 105309 members 
Mstep: Class 66 contains 82599 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6662 members 
Mstep: Class 75 contains 12995 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90723000.000000 Penalty: 49451.667969
Iteration 421Q: 76 clusters Score -9.0723e+07 nChanged 24528
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100546 members 
Mstep: Class 3 contains 15348 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 1804 members 
Mstep: Class 7 contains 216556 members 
Mstep: Class 8 contains 9501 members 
Mstep: Class 9 contains 36997 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 56517 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 5412 members 
Mstep: Class 15 contains 10215 members 
Mstep: Class 16 contains 72344 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 66754 members 
Mstep: Class 19 contains 81004 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 92442 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2707 members 
Mstep: Class 24 contains 184814 members 
Mstep: Class 25 contains 19141 members 
Mstep: Class 26 contains 7213 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95930 members 
Mstep: Class 29 contains 77506 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2311 members 
Mstep: Class 32 contains 3533 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3992 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 37952 members 
Mstep: Class 40 contains 69004 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 145795 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8181 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 171136 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 20147 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 71341 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11984 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 22402 members 
Mstep: Class 65 contains 105212 members 
Mstep: Class 66 contains 87697 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6662 members 
Mstep: Class 75 contains 13431 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90724456.000000 Penalty: 49451.667969
Iteration 422Q: 76 clusters Score -9.072446e+07 nChanged 25339
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100434 members 
Mstep: Class 3 contains 15194 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 1799 members 
Mstep: Class 7 contains 216568 members 
Mstep: Class 8 contains 8982 members 
Mstep: Class 9 contains 37011 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 12 contains 56514 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 10485 members 
Mstep: Class 16 contains 72713 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 65974 members 
Mstep: Class 19 contains 80461 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 92583 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 189572 members 
Mstep: Class 25 contains 19134 members 
Mstep: Class 26 contains 7214 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95932 members 
Mstep: Class 29 contains 74919 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 3485 members 
Mstep: Class 33 contains 2747 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 36609 members 
Mstep: Class 40 contains 65435 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 146009 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8268 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170939 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 18914 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 70492 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12113 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 22736 members 
Mstep: Class 65 contains 105187 members 
Mstep: Class 66 contains 92876 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6662 members 
Mstep: Class 75 contains 13875 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90723864.000000 Penalty: 49451.667969
Iteration 423Q: 76 clusters Score -9.072386e+07 nChanged 26794
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100316 members 
Mstep: Class 3 contains 15024 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 1793 members 
Mstep: Class 7 contains 216572 members 
Mstep: Class 8 contains 8493 members 
Mstep: Class 9 contains 37014 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 56533 members 
Mstep: Class 13 contains 479 members 
Mstep: Class 14 contains 5403 members 
Mstep: Class 15 contains 10727 members 
Mstep: Class 16 contains 72745 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 65258 members 
Mstep: Class 19 contains 79863 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 92725 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 2741 members 
Mstep: Class 24 contains 194488 members 
Mstep: Class 25 contains 19130 members 
Mstep: Class 26 contains 7215 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95893 members 
Mstep: Class 29 contains 71868 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2305 members 
Mstep: Class 32 contains 3435 members 
Mstep: Class 33 contains 2752 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3988 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 35431 members 
Mstep: Class 40 contains 61738 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 146328 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8347 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170851 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 17547 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 69708 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12242 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 23078 members 
Mstep: Class 65 contains 105088 members 
Mstep: Class 66 contains 98672 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6661 members 
Mstep: Class 75 contains 14307 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90724240.000000 Penalty: 49451.667969
Iteration 424Q: 76 clusters Score -9.072424e+07 nChanged 27623
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100098 members 
Mstep: Class 3 contains 14817 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 1791 members 
Mstep: Class 7 contains 216593 members 
Mstep: Class 8 contains 8038 members 
Mstep: Class 9 contains 37012 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 56525 members 
Mstep: Class 13 contains 479 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 10952 members 
Mstep: Class 16 contains 72749 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 64611 members 
Mstep: Class 19 contains 79249 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 92890 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2761 members 
Mstep: Class 24 contains 199355 members 
Mstep: Class 25 contains 19120 members 
Mstep: Class 26 contains 7215 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95814 members 
Mstep: Class 29 contains 68390 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2302 members 
Mstep: Class 32 contains 3386 members 
Mstep: Class 33 contains 2761 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 34490 members 
Mstep: Class 40 contains 58073 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 146674 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8441 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170762 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 16157 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 68915 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12378 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 23455 members 
Mstep: Class 65 contains 104995 members 
Mstep: Class 66 contains 104755 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6661 members 
Mstep: Class 75 contains 14726 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90724144.000000 Penalty: 49451.667969
Iteration 425Q: 76 clusters Score -9.072414e+07 nChanged 27790
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99946 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 1788 members 
Mstep: Class 7 contains 216607 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 37009 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6982 members 
Mstep: Class 12 contains 56518 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 5377 members 
Mstep: Class 15 contains 11143 members 
Mstep: Class 16 contains 72665 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 63941 members 
Mstep: Class 19 contains 78584 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93034 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 2782 members 
Mstep: Class 24 contains 203414 members 
Mstep: Class 25 contains 19117 members 
Mstep: Class 26 contains 7215 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95719 members 
Mstep: Class 29 contains 64691 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 3342 members 
Mstep: Class 33 contains 2776 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3983 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 33721 members 
Mstep: Class 40 contains 54788 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 147103 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8543 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170705 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 14818 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 68142 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12489 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 23841 members 
Mstep: Class 65 contains 104910 members 
Mstep: Class 66 contains 111324 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6661 members 
Mstep: Class 75 contains 15109 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90725504.000000 Penalty: 49451.667969
Iteration 426Q: 76 clusters Score -9.07255e+07 nChanged 25739
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99794 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1783 members 
Mstep: Class 7 contains 216605 members 
Mstep: Class 8 contains 7178 members 
Mstep: Class 9 contains 37014 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 56491 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5370 members 
Mstep: Class 15 contains 11250 members 
Mstep: Class 16 contains 72449 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 63307 members 
Mstep: Class 19 contains 77889 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93148 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 2794 members 
Mstep: Class 24 contains 206644 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7214 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95633 members 
Mstep: Class 29 contains 60955 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2285 members 
Mstep: Class 32 contains 3314 members 
Mstep: Class 33 contains 2792 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 33279 members 
Mstep: Class 40 contains 52740 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 147391 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8635 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170584 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 13606 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 67385 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12580 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 24204 members 
Mstep: Class 65 contains 104804 members 
Mstep: Class 66 contains 117432 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 15532 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90727416.000000 Penalty: 49451.667969
Iteration 427Q: 76 clusters Score -9.072742e+07 nChanged 22948
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99700 members 
Mstep: Class 3 contains 14389 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 1763 members 
Mstep: Class 7 contains 216580 members 
Mstep: Class 8 contains 6795 members 
Mstep: Class 9 contains 37015 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 56461 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 11264 members 
Mstep: Class 16 contains 72169 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 62621 members 
Mstep: Class 19 contains 77191 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93240 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 209114 members 
Mstep: Class 25 contains 19109 members 
Mstep: Class 26 contains 7216 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95538 members 
Mstep: Class 29 contains 57203 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2280 members 
Mstep: Class 32 contains 3308 members 
Mstep: Class 33 contains 2804 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3980 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1413 members 
Mstep: Class 39 contains 33081 members 
Mstep: Class 40 contains 52146 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 147593 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8710 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170494 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 12623 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 66790 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12617 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 24571 members 
Mstep: Class 65 contains 104553 members 
Mstep: Class 66 contains 122655 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 15932 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90728904.000000 Penalty: 49451.667969
Iteration 428Q: 76 clusters Score -9.07289e+07 nChanged 20636
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99620 members 
Mstep: Class 3 contains 14266 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 1749 members 
Mstep: Class 7 contains 216559 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 37015 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6923 members 
Mstep: Class 12 contains 56446 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 11239 members 
Mstep: Class 16 contains 71659 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 61983 members 
Mstep: Class 19 contains 76512 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 211033 members 
Mstep: Class 25 contains 19110 members 
Mstep: Class 26 contains 7217 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95355 members 
Mstep: Class 29 contains 53728 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2280 members 
Mstep: Class 32 contains 3304 members 
Mstep: Class 33 contains 2818 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 33194 members 
Mstep: Class 40 contains 52562 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 147619 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8744 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170438 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 11820 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 66238 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12618 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 24978 members 
Mstep: Class 65 contains 104332 members 
Mstep: Class 66 contains 127067 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 16336 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90728800.000000 Penalty: 49451.667969
Iteration 429Q: 76 clusters Score -9.07288e+07 nChanged 18687
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99542 members 
Mstep: Class 3 contains 14120 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1642 members 
Mstep: Class 6 contains 1748 members 
Mstep: Class 7 contains 216549 members 
Mstep: Class 8 contains 6096 members 
Mstep: Class 9 contains 37010 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 56441 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5366 members 
Mstep: Class 15 contains 11157 members 
Mstep: Class 16 contains 70944 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 61301 members 
Mstep: Class 19 contains 75898 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93342 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 213113 members 
Mstep: Class 25 contains 19104 members 
Mstep: Class 26 contains 7219 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95198 members 
Mstep: Class 29 contains 50447 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2281 members 
Mstep: Class 32 contains 3307 members 
Mstep: Class 33 contains 2841 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1412 members 
Mstep: Class 39 contains 33563 members 
Mstep: Class 40 contains 53765 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 147355 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8789 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170389 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 11204 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 65729 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12584 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 25400 members 
Mstep: Class 65 contains 104116 members 
Mstep: Class 66 contains 130317 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 16711 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90728832.000000 Penalty: 49451.667969
Iteration 430Q: 76 clusters Score -9.072883e+07 nChanged 18210
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99480 members 
Mstep: Class 3 contains 13947 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 216538 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37009 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 56458 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5358 members 
Mstep: Class 15 contains 11054 members 
Mstep: Class 16 contains 69980 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 60543 members 
Mstep: Class 19 contains 75322 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93392 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 2857 members 
Mstep: Class 24 contains 215314 members 
Mstep: Class 25 contains 19097 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 95052 members 
Mstep: Class 29 contains 47341 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2284 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 2862 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1408 members 
Mstep: Class 39 contains 34127 members 
Mstep: Class 40 contains 55605 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 146992 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8827 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170389 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 10703 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 65216 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12529 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 25849 members 
Mstep: Class 65 contains 103889 members 
Mstep: Class 66 contains 132774 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 17045 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90727456.000000 Penalty: 49451.667969
Iteration 431Q: 76 clusters Score -9.072746e+07 nChanged 18192
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99463 members 
Mstep: Class 3 contains 13803 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1626 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 216534 members 
Mstep: Class 8 contains 5408 members 
Mstep: Class 9 contains 37008 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6848 members 
Mstep: Class 12 contains 56459 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5347 members 
Mstep: Class 15 contains 10921 members 
Mstep: Class 16 contains 68859 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 59767 members 
Mstep: Class 19 contains 74862 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93406 members 
Mstep: Class 22 contains 1008 members 
Mstep: Class 23 contains 2872 members 
Mstep: Class 24 contains 217577 members 
Mstep: Class 25 contains 19093 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94918 members 
Mstep: Class 29 contains 44536 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2293 members 
Mstep: Class 32 contains 3336 members 
Mstep: Class 33 contains 2894 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 34979 members 
Mstep: Class 40 contains 58095 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 146393 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8840 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170333 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 10278 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 64690 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12470 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 26304 members 
Mstep: Class 65 contains 103725 members 
Mstep: Class 66 contains 134094 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 17338 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90726024.000000 Penalty: 49451.667969
Iteration 432Q: 76 clusters Score -9.072602e+07 nChanged 18788
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99481 members 
Mstep: Class 3 contains 13714 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 216520 members 
Mstep: Class 8 contains 5106 members 
Mstep: Class 9 contains 37009 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 56455 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 10784 members 
Mstep: Class 16 contains 67657 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 58973 members 
Mstep: Class 19 contains 74561 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93383 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 2888 members 
Mstep: Class 24 contains 219915 members 
Mstep: Class 25 contains 19089 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94777 members 
Mstep: Class 29 contains 42000 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2288 members 
Mstep: Class 32 contains 3346 members 
Mstep: Class 33 contains 2920 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 35976 members 
Mstep: Class 40 contains 61216 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 145587 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8822 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170284 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 9965 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 64177 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12379 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 26743 members 
Mstep: Class 65 contains 103576 members 
Mstep: Class 66 contains 134364 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 17613 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90723792.000000 Penalty: 49451.667969
Iteration 433Q: 76 clusters Score -9.072379e+07 nChanged 19705
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99539 members 
Mstep: Class 3 contains 13633 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 1747 members 
Mstep: Class 7 contains 216511 members 
Mstep: Class 8 contains 4796 members 
Mstep: Class 9 contains 37012 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6858 members 
Mstep: Class 12 contains 56444 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 5318 members 
Mstep: Class 15 contains 10622 members 
Mstep: Class 16 contains 66391 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 58153 members 
Mstep: Class 19 contains 74441 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93358 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 2908 members 
Mstep: Class 24 contains 222210 members 
Mstep: Class 25 contains 19091 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94657 members 
Mstep: Class 29 contains 39886 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2288 members 
Mstep: Class 32 contains 3353 members 
Mstep: Class 33 contains 2939 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1407 members 
Mstep: Class 39 contains 37075 members 
Mstep: Class 40 contains 64920 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 144666 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8782 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170226 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 9691 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 63738 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12243 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 27172 members 
Mstep: Class 65 contains 103423 members 
Mstep: Class 66 contains 133506 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6660 members 
Mstep: Class 75 contains 17888 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90720968.000000 Penalty: 49451.667969
Iteration 434Q: 76 clusters Score -9.072097e+07 nChanged 21090
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99598 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 1752 members 
Mstep: Class 7 contains 216512 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 37013 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6864 members 
Mstep: Class 12 contains 56446 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5298 members 
Mstep: Class 15 contains 10448 members 
Mstep: Class 16 contains 64955 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 57306 members 
Mstep: Class 19 contains 74442 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93323 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 2933 members 
Mstep: Class 24 contains 224222 members 
Mstep: Class 25 contains 19089 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94603 members 
Mstep: Class 29 contains 38223 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2288 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 38249 members 
Mstep: Class 40 contains 69279 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 143662 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8733 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170151 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 9464 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 63306 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 12088 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 27562 members 
Mstep: Class 65 contains 103299 members 
Mstep: Class 66 contains 131875 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18147 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90718592.000000 Penalty: 49451.667969
Iteration 435Q: 76 clusters Score -9.071859e+07 nChanged 22115
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99654 members 
Mstep: Class 3 contains 13450 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 1752 members 
Mstep: Class 7 contains 216538 members 
Mstep: Class 8 contains 4250 members 
Mstep: Class 9 contains 37016 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6864 members 
Mstep: Class 12 contains 56449 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 5286 members 
Mstep: Class 15 contains 10290 members 
Mstep: Class 16 contains 63384 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 56457 members 
Mstep: Class 19 contains 74520 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93282 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 225988 members 
Mstep: Class 25 contains 19089 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94463 members 
Mstep: Class 29 contains 36907 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2289 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 2967 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1409 members 
Mstep: Class 39 contains 39418 members 
Mstep: Class 40 contains 74129 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 142734 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8695 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 170088 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 9231 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 62945 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11959 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 27985 members 
Mstep: Class 65 contains 103218 members 
Mstep: Class 66 contains 129466 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18391 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90716088.000000 Penalty: 49451.667969
Iteration 436Q: 76 clusters Score -9.071609e+07 nChanged 23213
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99688 members 
Mstep: Class 3 contains 13301 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 1757 members 
Mstep: Class 7 contains 216556 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 37017 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 12 contains 56469 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5281 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 61741 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 55642 members 
Mstep: Class 19 contains 74677 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93245 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 2990 members 
Mstep: Class 24 contains 227313 members 
Mstep: Class 25 contains 19091 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94324 members 
Mstep: Class 29 contains 35739 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2289 members 
Mstep: Class 32 contains 3392 members 
Mstep: Class 33 contains 2989 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 40587 members 
Mstep: Class 40 contains 79660 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 141763 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8672 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 169992 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 9020 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 62538 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11857 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 28403 members 
Mstep: Class 65 contains 103196 members 
Mstep: Class 66 contains 126639 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18615 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90714040.000000 Penalty: 49451.667969
Iteration 437Q: 76 clusters Score -9.071404e+07 nChanged 23907
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99744 members 
Mstep: Class 3 contains 13082 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 1759 members 
Mstep: Class 7 contains 216554 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 37018 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6887 members 
Mstep: Class 12 contains 56473 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5278 members 
Mstep: Class 15 contains 10066 members 
Mstep: Class 16 contains 60008 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 54868 members 
Mstep: Class 19 contains 75005 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93202 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 3015 members 
Mstep: Class 24 contains 227895 members 
Mstep: Class 25 contains 19104 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94168 members 
Mstep: Class 29 contains 34742 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 3417 members 
Mstep: Class 33 contains 3003 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 41692 members 
Mstep: Class 40 contains 85794 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 140774 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8672 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1021 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 169875 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 8824 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 62162 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11747 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 28838 members 
Mstep: Class 65 contains 103284 members 
Mstep: Class 66 contains 123647 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18813 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90711968.000000 Penalty: 49451.667969
Iteration 438Q: 76 clusters Score -9.071197e+07 nChanged 24117
Entering ConstructFrom: 
Score: -90711968.000000 Penalty: 49451.667969
Entering ConstructFrom: 
Trying to split cluster 1 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -35318.777344 Penalty: 304.546234
	Iteration 0F: 2 clusters Score -35318.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34616.960938 Penalty: 609.092468
	Iteration 0F: 3 clusters Score -34616.96 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34797.511719 Penalty: 609.092468
	Iteration 1F: 3 clusters Score -34797.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34851.460938 Penalty: 609.092468
	Iteration 2F: 3 clusters Score -34851.46 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34906.753906 Penalty: 609.092468
	Iteration 3F: 3 clusters Score -34906.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -34947.054688 Penalty: 609.092468
	Iteration 4F: 3 clusters Score -34947.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -34976.941406 Penalty: 609.092468
	Iteration 5Q: 3 clusters Score -34976.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35001.406250 Penalty: 609.092468
	Iteration 6Q: 3 clusters Score -35001.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35029.542969 Penalty: 609.092468
	Iteration 7Q: 3 clusters Score -35029.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35049.210938 Penalty: 609.092468
	Iteration 8Q: 3 clusters Score -35049.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35067.343750 Penalty: 609.092468
	Iteration 9Q: 3 clusters Score -35067.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35080.925781 Penalty: 609.092468
	Iteration 10Q: 3 clusters Score -35080.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35090.531250 Penalty: 609.092468
	Iteration 11Q: 3 clusters Score -35090.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35104.128906 Penalty: 609.092468
	Iteration 12Q: 3 clusters Score -35104.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35119.863281 Penalty: 609.092468
	Iteration 13Q: 3 clusters Score -35119.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35127.488281 Penalty: 609.092468
	Iteration 14Q: 3 clusters Score -35127.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35137.597656 Penalty: 609.092468
	Iteration 15Q: 3 clusters Score -35137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35142.664062 Penalty: 609.092468
	Iteration 16Q: 3 clusters Score -35142.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35144.738281 Penalty: 609.092468
	Iteration 17Q: 3 clusters Score -35144.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35145.046875 Penalty: 609.092468
	Iteration 18Q: 3 clusters Score -35145.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35145.308594 Penalty: 609.092468
	Iteration 19Q: 3 clusters Score -35145.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35145.308594 Penalty: 609.092468
	Iteration 20F: 3 clusters Score -35145.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99810 members 
Entering Unmasked Estep 
Score: -4789412.500000 Penalty: 523.751587
	Iteration 0F: 2 clusters Score -4789412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -4721756.000000 Penalty: 1047.503174
	Iteration 0F: 3 clusters Score -4721756 nChanged 49032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -4751253.000000 Penalty: 1047.503174
	Iteration 1F: 3 clusters Score -4751253 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -4752560.500000 Penalty: 1047.503174
	Iteration 2Q: 3 clusters Score -4752560 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -4754727.000000 Penalty: 1047.503174
	Iteration 3Q: 3 clusters Score -4754727 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -4758325.000000 Penalty: 1047.503174
	Iteration 4F: 3 clusters Score -4758325 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -4763569.500000 Penalty: 1047.503174
	Iteration 5F: 3 clusters Score -4763570 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -4769526.000000 Penalty: 1047.503174
	Iteration 6F: 3 clusters Score -4769526 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -4774083.000000 Penalty: 1047.503174
	Iteration 7F: 3 clusters Score -4774083 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -4776101.500000 Penalty: 1047.503174
	Iteration 8Q: 3 clusters Score -4776102 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -4777300.500000 Penalty: 1047.503174
	Iteration 9Q: 3 clusters Score -4777300 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -4778261.000000 Penalty: 1047.503174
	Iteration 10Q: 3 clusters Score -4778261 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 73570 members 
Entering Unmasked Estep 
Score: -4779216.000000 Penalty: 1047.503174
	Iteration 11Q: 3 clusters Score -4779216 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -4780080.500000 Penalty: 1047.503174
	Iteration 12Q: 3 clusters Score -4780080 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -4780895.500000 Penalty: 1047.503174
	Iteration 13Q: 3 clusters Score -4780896 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -4781665.000000 Penalty: 1047.503174
	Iteration 14Q: 3 clusters Score -4781665 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -4782299.000000 Penalty: 1047.503174
	Iteration 15Q: 3 clusters Score -4782299 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -4782852.000000 Penalty: 1047.503174
	Iteration 16Q: 3 clusters Score -4782852 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 81650 members 
Entering Unmasked Estep 
Score: -4783291.500000 Penalty: 1047.503174
	Iteration 17Q: 3 clusters Score -4783292 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -4783708.000000 Penalty: 1047.503174
	Iteration 18Q: 3 clusters Score -4783708 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -4784147.000000 Penalty: 1047.503174
	Iteration 19Q: 3 clusters Score -4784147 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -4784591.000000 Penalty: 1047.503174
	Iteration 20F: 3 clusters Score -4784591 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -4784971.500000 Penalty: 1047.503174
	Iteration 21Q: 3 clusters Score -4784972 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -4785350.000000 Penalty: 1047.503174
	Iteration 22Q: 3 clusters Score -4785350 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -4785652.000000 Penalty: 1047.503174
	Iteration 23Q: 3 clusters Score -4785652 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 89221 members 
Entering Unmasked Estep 
Score: -4785958.000000 Penalty: 1047.503174
	Iteration 24Q: 3 clusters Score -4785958 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 90084 members 
Entering Unmasked Estep 
Score: -4786235.500000 Penalty: 1047.503174
	Iteration 25Q: 3 clusters Score -4786236 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -4786492.500000 Penalty: 1047.503174
	Iteration 26Q: 3 clusters Score -4786492 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -4786732.000000 Penalty: 1047.503174
	Iteration 27Q: 3 clusters Score -4786732 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -4786956.500000 Penalty: 1047.503174
	Iteration 28Q: 3 clusters Score -4786956 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 92998 members 
Entering Unmasked Estep 
Score: -4787183.500000 Penalty: 1047.503174
	Iteration 29Q: 3 clusters Score -4787184 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -4787381.000000 Penalty: 1047.503174
	Iteration 30Q: 3 clusters Score -4787381 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -4787619.000000 Penalty: 1047.503174
	Iteration 31Q: 3 clusters Score -4787619 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -4787799.500000 Penalty: 1047.503174
	Iteration 32Q: 3 clusters Score -4787800 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 95207 members 
Entering Unmasked Estep 
Score: -4787957.500000 Penalty: 1047.503174
	Iteration 33Q: 3 clusters Score -4787958 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 95639 members 
Entering Unmasked Estep 
Score: -4788078.500000 Penalty: 1047.503174
	Iteration 34Q: 3 clusters Score -4788078 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
Score: -4788210.500000 Penalty: 1047.503174
	Iteration 35Q: 3 clusters Score -4788210 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -4788330.000000 Penalty: 1047.503174
	Iteration 36Q: 3 clusters Score -4788330 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -4788415.500000 Penalty: 1047.503174
	Iteration 37Q: 3 clusters Score -4788416 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -4788513.000000 Penalty: 1047.503174
	Iteration 38Q: 3 clusters Score -4788513 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 97272 members 
Entering Unmasked Estep 
Score: -4788614.500000 Penalty: 1047.503174
	Iteration 39Q: 3 clusters Score -4788614 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
Score: -4788679.500000 Penalty: 1047.503174
	Iteration 40F: 3 clusters Score -4788680 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 97650 members 
Entering Unmasked Estep 
Score: -4788752.000000 Penalty: 1047.503174
	Iteration 41Q: 3 clusters Score -4788752 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -4788795.000000 Penalty: 1047.503174
	Iteration 42Q: 3 clusters Score -4788795 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 97940 members 
Entering Unmasked Estep 
Score: -4788838.000000 Penalty: 1047.503174
	Iteration 43Q: 3 clusters Score -4788838 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -4788849.500000 Penalty: 1047.503174
	Iteration 44Q: 3 clusters Score -4788850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 98136 members 
Entering Unmasked Estep 
Score: -4788872.500000 Penalty: 1047.503174
	Iteration 45Q: 3 clusters Score -4788872 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -4788896.500000 Penalty: 1047.503174
	Iteration 46Q: 3 clusters Score -4788896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -4788910.500000 Penalty: 1047.503174
	Iteration 47Q: 3 clusters Score -4788910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -4788921.000000 Penalty: 1047.503174
	Iteration 48Q: 3 clusters Score -4788921 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
Score: -4788946.500000 Penalty: 1047.503174
	Iteration 49Q: 3 clusters Score -4788946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -4788949.000000 Penalty: 1047.503174
	Iteration 50Q: 3 clusters Score -4788949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 98526 members 
Entering Unmasked Estep 
Score: -4788976.000000 Penalty: 1047.503174
	Iteration 51Q: 3 clusters Score -4788976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -4788979.000000 Penalty: 1047.503174
	Iteration 52Q: 3 clusters Score -4788979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 98594 members 
Entering Unmasked Estep 
Score: -4788994.500000 Penalty: 1047.503174
	Iteration 53Q: 3 clusters Score -4788994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 98618 members 
Entering Unmasked Estep 
Score: -4788992.500000 Penalty: 1047.503174
	Iteration 54Q: 3 clusters Score -4788992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 98644 members 
Entering Unmasked Estep 
Score: -4789013.500000 Penalty: 1047.503174
	Iteration 55Q: 3 clusters Score -4789014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
Score: -4789025.000000 Penalty: 1047.503174
	Iteration 56Q: 3 clusters Score -4789025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 98697 members 
Entering Unmasked Estep 
Score: -4789031.500000 Penalty: 1047.503174
	Iteration 57Q: 3 clusters Score -4789032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 98720 members 
Entering Unmasked Estep 
Score: -4789033.000000 Penalty: 1047.503174
	Iteration 58Q: 3 clusters Score -4789033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 98747 members 
Entering Unmasked Estep 
Score: -4789025.500000 Penalty: 1047.503174
	Iteration 59Q: 3 clusters Score -4789026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -4789034.000000 Penalty: 1047.503174
	Iteration 60F: 3 clusters Score -4789034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -4789036.000000 Penalty: 1047.503174
	Iteration 61Q: 3 clusters Score -4789036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 98797 members 
Entering Unmasked Estep 
Score: -4789042.500000 Penalty: 1047.503174
	Iteration 62Q: 3 clusters Score -4789042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 98812 members 
Entering Unmasked Estep 
Score: -4789040.000000 Penalty: 1047.503174
	Iteration 63Q: 3 clusters Score -4789040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 98822 members 
Entering Unmasked Estep 
Score: -4789039.500000 Penalty: 1047.503174
	Iteration 64Q: 3 clusters Score -4789040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -4789036.500000 Penalty: 1047.503174
	Iteration 65Q: 3 clusters Score -4789036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -4789040.000000 Penalty: 1047.503174
	Iteration 66Q: 3 clusters Score -4789040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -4789042.000000 Penalty: 1047.503174
	Iteration 67Q: 3 clusters Score -4789042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -4789041.000000 Penalty: 1047.503174
	Iteration 68Q: 3 clusters Score -4789041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -4789042.500000 Penalty: 1047.503174
	Iteration 69Q: 3 clusters Score -4789042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -4789042.500000 Penalty: 1047.503174
	Iteration 70F: 3 clusters Score -4789042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Entering Unmasked Estep 
Score: -658868.000000 Penalty: 430.398499
	Iteration 0F: 2 clusters Score -658868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -650340.750000 Penalty: 860.796997
	Iteration 0F: 3 clusters Score -650340.8 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -653634.562500 Penalty: 860.796997
	Iteration 1F: 3 clusters Score -653634.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -653813.500000 Penalty: 860.796997
	Iteration 2Q: 3 clusters Score -653813.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -654034.812500 Penalty: 860.796997
	Iteration 3Q: 3 clusters Score -654034.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -654354.937500 Penalty: 860.796997
	Iteration 4Q: 3 clusters Score -654354.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -654832.687500 Penalty: 860.796997
	Iteration 5F: 3 clusters Score -654832.7 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -655449.625000 Penalty: 860.796997
	Iteration 6F: 3 clusters Score -655449.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -656117.500000 Penalty: 860.796997
	Iteration 7F: 3 clusters Score -656117.5 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -656711.750000 Penalty: 860.796997
	Iteration 8F: 3 clusters Score -656711.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -657079.000000 Penalty: 860.796997
	Iteration 9Q: 3 clusters Score -657079 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -657255.062500 Penalty: 860.796997
	Iteration 10Q: 3 clusters Score -657255.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -657341.687500 Penalty: 860.796997
	Iteration 11Q: 3 clusters Score -657341.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -657405.562500 Penalty: 860.796997
	Iteration 12Q: 3 clusters Score -657405.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -657456.250000 Penalty: 860.796997
	Iteration 13Q: 3 clusters Score -657456.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -657504.687500 Penalty: 860.796997
	Iteration 14Q: 3 clusters Score -657504.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -657552.437500 Penalty: 860.796997
	Iteration 15Q: 3 clusters Score -657552.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -657579.375000 Penalty: 860.796997
	Iteration 16Q: 3 clusters Score -657579.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -657616.812500 Penalty: 860.796997
	Iteration 17Q: 3 clusters Score -657616.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -657658.625000 Penalty: 860.796997
	Iteration 18Q: 3 clusters Score -657658.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -657702.937500 Penalty: 860.796997
	Iteration 19Q: 3 clusters Score -657702.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -657745.562500 Penalty: 860.796997
	Iteration 20F: 3 clusters Score -657745.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -657783.812500 Penalty: 860.796997
	Iteration 21Q: 3 clusters Score -657783.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -657822.437500 Penalty: 860.796997
	Iteration 22Q: 3 clusters Score -657822.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -657857.687500 Penalty: 860.796997
	Iteration 23Q: 3 clusters Score -657857.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -657889.750000 Penalty: 860.796997
	Iteration 24Q: 3 clusters Score -657889.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -657914.000000 Penalty: 860.796997
	Iteration 25Q: 3 clusters Score -657914 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -657939.250000 Penalty: 860.796997
	Iteration 26Q: 3 clusters Score -657939.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -657966.000000 Penalty: 860.796997
	Iteration 27Q: 3 clusters Score -657966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -657989.187500 Penalty: 860.796997
	Iteration 28Q: 3 clusters Score -657989.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -658020.062500 Penalty: 860.796997
	Iteration 29Q: 3 clusters Score -658020.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -658047.812500 Penalty: 860.796997
	Iteration 30Q: 3 clusters Score -658047.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -658071.250000 Penalty: 860.796997
	Iteration 31Q: 3 clusters Score -658071.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -658093.312500 Penalty: 860.796997
	Iteration 32Q: 3 clusters Score -658093.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -658109.187500 Penalty: 860.796997
	Iteration 33Q: 3 clusters Score -658109.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -658130.562500 Penalty: 860.796997
	Iteration 34Q: 3 clusters Score -658130.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -658145.312500 Penalty: 860.796997
	Iteration 35Q: 3 clusters Score -658145.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -658158.250000 Penalty: 860.796997
	Iteration 36Q: 3 clusters Score -658158.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -658168.812500 Penalty: 860.796997
	Iteration 37Q: 3 clusters Score -658168.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -658179.187500 Penalty: 860.796997
	Iteration 38Q: 3 clusters Score -658179.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -658189.125000 Penalty: 860.796997
	Iteration 39Q: 3 clusters Score -658189.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -658198.250000 Penalty: 860.796997
	Iteration 40F: 3 clusters Score -658198.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -658208.937500 Penalty: 860.796997
	Iteration 41Q: 3 clusters Score -658208.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -658218.437500 Penalty: 860.796997
	Iteration 42Q: 3 clusters Score -658218.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -658229.687500 Penalty: 860.796997
	Iteration 43Q: 3 clusters Score -658229.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -658234.125000 Penalty: 860.796997
	Iteration 44Q: 3 clusters Score -658234.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -658237.875000 Penalty: 860.796997
	Iteration 45Q: 3 clusters Score -658237.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -658238.562500 Penalty: 860.796997
	Iteration 46Q: 3 clusters Score -658238.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -658241.000000 Penalty: 860.796997
	Iteration 47Q: 3 clusters Score -658241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -658243.500000 Penalty: 860.796997
	Iteration 48Q: 3 clusters Score -658243.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -658243.812500 Penalty: 860.796997
	Iteration 49Q: 3 clusters Score -658243.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -658247.000000 Penalty: 860.796997
	Iteration 50Q: 3 clusters Score -658247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -658249.375000 Penalty: 860.796997
	Iteration 51Q: 3 clusters Score -658249.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -658251.312500 Penalty: 860.796997
	Iteration 52Q: 3 clusters Score -658251.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -658251.812500 Penalty: 860.796997
	Iteration 53Q: 3 clusters Score -658251.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -658254.187500 Penalty: 860.796997
	Iteration 54Q: 3 clusters Score -658254.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -658258.687500 Penalty: 860.796997
	Iteration 55Q: 3 clusters Score -658258.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -658261.812500 Penalty: 860.796997
	Iteration 56Q: 3 clusters Score -658261.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -658264.000000 Penalty: 860.796997
	Iteration 57Q: 3 clusters Score -658264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -658267.125000 Penalty: 860.796997
	Iteration 58Q: 3 clusters Score -658267.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -658266.812500 Penalty: 860.796997
	Iteration 59Q: 3 clusters Score -658266.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -658266.937500 Penalty: 860.796997
	Iteration 60F: 3 clusters Score -658266.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -658266.625000 Penalty: 860.796997
	Iteration 61Q: 3 clusters Score -658266.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -658267.125000 Penalty: 860.796997
	Iteration 62Q: 3 clusters Score -658267.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -658267.625000 Penalty: 860.796997
	Iteration 63Q: 3 clusters Score -658267.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -658268.937500 Penalty: 860.796997
	Iteration 64Q: 3 clusters Score -658268.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -658269.875000 Penalty: 860.796997
	Iteration 65Q: 3 clusters Score -658269.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -658273.812500 Penalty: 860.796997
	Iteration 66Q: 3 clusters Score -658273.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -658272.437500 Penalty: 860.796997
	Iteration 67Q: 3 clusters Score -658272.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -658274.562500 Penalty: 860.796997
	Iteration 68Q: 3 clusters Score -658274.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -658276.187500 Penalty: 860.796997
	Iteration 69Q: 3 clusters Score -658276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -658275.812500 Penalty: 860.796997
	Iteration 70Q: 3 clusters Score -658275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -658275.875000 Penalty: 860.796997
	Iteration 71Q: 3 clusters Score -658275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -658274.875000 Penalty: 860.796997
	Iteration 72Q: 3 clusters Score -658274.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -658277.062500 Penalty: 860.796997
	Iteration 73Q: 3 clusters Score -658277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -658275.687500 Penalty: 860.796997
	Iteration 74Q: 3 clusters Score -658275.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -658275.875000 Penalty: 860.796997
	Iteration 75Q: 3 clusters Score -658275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -658277.437500 Penalty: 860.796997
	Iteration 76Q: 3 clusters Score -658277.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -658276.687500 Penalty: 860.796997
	Iteration 77Q: 3 clusters Score -658276.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -658278.937500 Penalty: 860.796997
	Iteration 78Q: 3 clusters Score -658278.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -658279.437500 Penalty: 860.796997
	Iteration 79Q: 3 clusters Score -658279.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -658280.312500 Penalty: 860.796997
	Iteration 80F: 3 clusters Score -658280.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -658280.625000 Penalty: 860.796997
	Iteration 81Q: 3 clusters Score -658280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -658281.687500 Penalty: 860.796997
	Iteration 82Q: 3 clusters Score -658281.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -658283.000000 Penalty: 860.796997
	Iteration 83Q: 3 clusters Score -658283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -658282.937500 Penalty: 860.796997
	Iteration 84Q: 3 clusters Score -658282.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -658283.687500 Penalty: 860.796997
	Iteration 85Q: 3 clusters Score -658283.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -658284.875000 Penalty: 860.796997
	Iteration 86Q: 3 clusters Score -658284.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -658285.812500 Penalty: 860.796997
	Iteration 87Q: 3 clusters Score -658285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -658286.750000 Penalty: 860.796997
	Iteration 88Q: 3 clusters Score -658286.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -658287.000000 Penalty: 860.796997
	Iteration 89Q: 3 clusters Score -658287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -658290.312500 Penalty: 860.796997
	Iteration 90Q: 3 clusters Score -658290.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -658291.437500 Penalty: 860.796997
	Iteration 91Q: 3 clusters Score -658291.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -658292.625000 Penalty: 860.796997
	Iteration 92Q: 3 clusters Score -658292.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -658294.062500 Penalty: 860.796997
	Iteration 93Q: 3 clusters Score -658294.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -658295.000000 Penalty: 860.796997
	Iteration 94Q: 3 clusters Score -658295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -658293.625000 Penalty: 860.796997
	Iteration 95Q: 3 clusters Score -658293.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -658295.125000 Penalty: 860.796997
	Iteration 96Q: 3 clusters Score -658295.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -658296.875000 Penalty: 860.796997
	Iteration 97Q: 3 clusters Score -658296.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -658299.125000 Penalty: 860.796997
	Iteration 98Q: 3 clusters Score -658299.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -658303.062500 Penalty: 860.796997
	Iteration 99Q: 3 clusters Score -658303.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -658306.062500 Penalty: 860.796997
	Iteration 100F: 3 clusters Score -658306.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -658310.812500 Penalty: 860.796997
	Iteration 101Q: 3 clusters Score -658310.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -658312.187500 Penalty: 860.796997
	Iteration 102Q: 3 clusters Score -658312.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -658318.062500 Penalty: 860.796997
	Iteration 103Q: 3 clusters Score -658318.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -658319.625000 Penalty: 860.796997
	Iteration 104Q: 3 clusters Score -658319.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -658320.062500 Penalty: 860.796997
	Iteration 105Q: 3 clusters Score -658320.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -658325.125000 Penalty: 860.796997
	Iteration 106Q: 3 clusters Score -658325.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -658327.437500 Penalty: 860.796997
	Iteration 107Q: 3 clusters Score -658327.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -658331.187500 Penalty: 860.796997
	Iteration 108Q: 3 clusters Score -658331.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -658330.875000 Penalty: 860.796997
	Iteration 109Q: 3 clusters Score -658330.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -658332.312500 Penalty: 860.796997
	Iteration 110Q: 3 clusters Score -658332.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -658331.125000 Penalty: 860.796997
	Iteration 111Q: 3 clusters Score -658331.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -658333.937500 Penalty: 860.796997
	Iteration 112Q: 3 clusters Score -658333.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -658333.937500 Penalty: 860.796997
	Iteration 113Q: 3 clusters Score -658333.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -658335.375000 Penalty: 860.796997
	Iteration 114Q: 3 clusters Score -658335.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -658336.062500 Penalty: 860.796997
	Iteration 115Q: 3 clusters Score -658336.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -658337.062500 Penalty: 860.796997
	Iteration 116Q: 3 clusters Score -658337.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -658337.125000 Penalty: 860.796997
	Iteration 117Q: 3 clusters Score -658337.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -658339.125000 Penalty: 860.796997
	Iteration 118Q: 3 clusters Score -658339.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -658340.000000 Penalty: 860.796997
	Iteration 119Q: 3 clusters Score -658340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -658339.500000 Penalty: 860.796997
	Iteration 120F: 3 clusters Score -658339.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -658339.125000 Penalty: 860.796997
	Iteration 121Q: 3 clusters Score -658339.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -658338.687500 Penalty: 860.796997
	Iteration 122Q: 3 clusters Score -658338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -658340.312500 Penalty: 860.796997
	Iteration 123Q: 3 clusters Score -658340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -658340.875000 Penalty: 860.796997
	Iteration 124Q: 3 clusters Score -658340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -658341.562500 Penalty: 860.796997
	Iteration 125Q: 3 clusters Score -658341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -658341.562500 Penalty: 860.796997
	Iteration 126F: 3 clusters Score -658341.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -8647.669922 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -8647.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8329.298828 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -8329.299 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8506.990234 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -8506.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8612.657227 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -8612.657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8647.219727 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -8647.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8673.647461 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -8673.647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8685.017578 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -8685.018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8692.467773 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -8692.468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8704.201172 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -8704.201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8717.498047 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -8717.498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8737.747070 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -8737.747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8748.675781 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -8748.676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8760.644531 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -8760.645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8800.664062 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -8800.664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8815.364258 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -8815.364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8841.243164 Penalty: 512.765869
	Iteration 14Q: 3 clusters Score -8841.243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8884.465820 Penalty: 512.765869
	Iteration 15Q: 3 clusters Score -8884.466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8950.683594 Penalty: 512.765869
	Iteration 16Q: 3 clusters Score -8950.684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8989.111328 Penalty: 512.765869
	Iteration 17Q: 3 clusters Score -8989.111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9001.678711 Penalty: 512.765869
	Iteration 18Q: 3 clusters Score -9001.679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9002.924805 Penalty: 512.765869
	Iteration 19Q: 3 clusters Score -9002.925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9007.359375 Penalty: 512.765869
	Iteration 20F: 3 clusters Score -9007.359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9030.358398 Penalty: 512.765869
	Iteration 21Q: 3 clusters Score -9030.358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9056.077148 Penalty: 512.765869
	Iteration 22Q: 3 clusters Score -9056.077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9113.321289 Penalty: 512.765869
	Iteration 23Q: 3 clusters Score -9113.321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9128.177734 Penalty: 512.765869
	Iteration 24Q: 3 clusters Score -9128.178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9174.694336 Penalty: 512.765869
	Iteration 25Q: 3 clusters Score -9174.694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9224.293945 Penalty: 512.765869
	Iteration 26Q: 3 clusters Score -9224.294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9224.293945 Penalty: 512.765869
	Iteration 27F: 3 clusters Score -9224.294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99810 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 70 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 216531 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 56484 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 10014 members 
Mstep: Class 16 contains 58304 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 54023 members 
Mstep: Class 19 contains 75381 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93165 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 228431 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94023 members 
Mstep: Class 29 contains 33873 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 210 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 42627 members 
Mstep: Class 40 contains 92379 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 139621 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8667 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1021 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 169768 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 8733 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 61781 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11659 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 29253 members 
Mstep: Class 65 contains 103426 members 
Mstep: Class 66 contains 120289 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18968 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90707864.000000 Penalty: 50111.023438
Splitting cluster 4 changes total score from -90711968.000000 to -90707864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -77461.820312 Penalty: 335.999756
	Iteration 0F: 2 clusters Score -77461.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -76263.523438 Penalty: 671.999512
	Iteration 0F: 3 clusters Score -76263.52 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -76642.015625 Penalty: 671.999512
	Iteration 1F: 3 clusters Score -76642.02 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -76683.250000 Penalty: 671.999512
	Iteration 2F: 3 clusters Score -76683.25 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -76717.945312 Penalty: 671.999512
	Iteration 3Q: 3 clusters Score -76717.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -76745.710938 Penalty: 671.999512
	Iteration 4Q: 3 clusters Score -76745.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -76783.195312 Penalty: 671.999512
	Iteration 5Q: 3 clusters Score -76783.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -76826.656250 Penalty: 671.999512
	Iteration 6Q: 3 clusters Score -76826.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -76886.664062 Penalty: 671.999512
	Iteration 7Q: 3 clusters Score -76886.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -76930.265625 Penalty: 671.999512
	Iteration 8Q: 3 clusters Score -76930.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -76973.398438 Penalty: 671.999512
	Iteration 9Q: 3 clusters Score -76973.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -76999.929688 Penalty: 671.999512
	Iteration 10Q: 3 clusters Score -76999.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -77012.914062 Penalty: 671.999512
	Iteration 11Q: 3 clusters Score -77012.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -77022.617188 Penalty: 671.999512
	Iteration 12Q: 3 clusters Score -77022.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -77032.796875 Penalty: 671.999512
	Iteration 13Q: 3 clusters Score -77032.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -77044.078125 Penalty: 671.999512
	Iteration 14Q: 3 clusters Score -77044.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -77053.507812 Penalty: 671.999512
	Iteration 15Q: 3 clusters Score -77053.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -77070.656250 Penalty: 671.999512
	Iteration 16Q: 3 clusters Score -77070.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -77088.664062 Penalty: 671.999512
	Iteration 17Q: 3 clusters Score -77088.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -77109.367188 Penalty: 671.999512
	Iteration 18Q: 3 clusters Score -77109.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -77125.437500 Penalty: 671.999512
	Iteration 19Q: 3 clusters Score -77125.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -77135.164062 Penalty: 671.999512
	Iteration 20F: 3 clusters Score -77135.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -77145.546875 Penalty: 671.999512
	Iteration 21Q: 3 clusters Score -77145.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -77152.703125 Penalty: 671.999512
	Iteration 22Q: 3 clusters Score -77152.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -77158.109375 Penalty: 671.999512
	Iteration 23Q: 3 clusters Score -77158.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -77167.632812 Penalty: 671.999512
	Iteration 24Q: 3 clusters Score -77167.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -77177.078125 Penalty: 671.999512
	Iteration 25Q: 3 clusters Score -77177.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -77179.968750 Penalty: 671.999512
	Iteration 26Q: 3 clusters Score -77179.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -77181.671875 Penalty: 671.999512
	Iteration 27Q: 3 clusters Score -77181.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -77184.359375 Penalty: 671.999512
	Iteration 28Q: 3 clusters Score -77184.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -77189.359375 Penalty: 671.999512
	Iteration 29Q: 3 clusters Score -77189.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -77193.242188 Penalty: 671.999512
	Iteration 30Q: 3 clusters Score -77193.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -77195.226562 Penalty: 671.999512
	Iteration 31Q: 3 clusters Score -77195.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -77197.242188 Penalty: 671.999512
	Iteration 32Q: 3 clusters Score -77197.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -77198.695312 Penalty: 671.999512
	Iteration 33Q: 3 clusters Score -77198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -77199.562500 Penalty: 671.999512
	Iteration 34Q: 3 clusters Score -77199.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -77199.562500 Penalty: 671.999512
	Iteration 35F: 3 clusters Score -77199.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -78832.554688 Penalty: 340.076324
	Iteration 0F: 2 clusters Score -78832.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -77594.281250 Penalty: 680.152649
	Iteration 0F: 3 clusters Score -77594.28 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -78084.945312 Penalty: 680.152649
	Iteration 1F: 3 clusters Score -78084.95 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -78276.789062 Penalty: 680.152649
	Iteration 2F: 3 clusters Score -78276.79 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -78421.726562 Penalty: 680.152649
	Iteration 3F: 3 clusters Score -78421.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -78518.781250 Penalty: 680.152649
	Iteration 4Q: 3 clusters Score -78518.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -78575.054688 Penalty: 680.152649
	Iteration 5Q: 3 clusters Score -78575.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -78602.750000 Penalty: 680.152649
	Iteration 6Q: 3 clusters Score -78602.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -78617.062500 Penalty: 680.152649
	Iteration 7Q: 3 clusters Score -78617.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -78628.718750 Penalty: 680.152649
	Iteration 8Q: 3 clusters Score -78628.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -78635.695312 Penalty: 680.152649
	Iteration 9Q: 3 clusters Score -78635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -78638.890625 Penalty: 680.152649
	Iteration 10Q: 3 clusters Score -78638.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -78641.585938 Penalty: 680.152649
	Iteration 11Q: 3 clusters Score -78641.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -78642.687500 Penalty: 680.152649
	Iteration 12Q: 3 clusters Score -78642.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -78643.945312 Penalty: 680.152649
	Iteration 13Q: 3 clusters Score -78643.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -78646.554688 Penalty: 680.152649
	Iteration 14Q: 3 clusters Score -78646.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -78650.101562 Penalty: 680.152649
	Iteration 15Q: 3 clusters Score -78650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -78654.382812 Penalty: 680.152649
	Iteration 16Q: 3 clusters Score -78654.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -78657.015625 Penalty: 680.152649
	Iteration 17Q: 3 clusters Score -78657.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -78659.156250 Penalty: 680.152649
	Iteration 18Q: 3 clusters Score -78659.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -78660.585938 Penalty: 680.152649
	Iteration 19Q: 3 clusters Score -78660.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -78661.187500 Penalty: 680.152649
	Iteration 20F: 3 clusters Score -78661.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -78661.859375 Penalty: 680.152649
	Iteration 21Q: 3 clusters Score -78661.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -78662.656250 Penalty: 680.152649
	Iteration 22Q: 3 clusters Score -78662.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -78664.117188 Penalty: 680.152649
	Iteration 23Q: 3 clusters Score -78664.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -78665.210938 Penalty: 680.152649
	Iteration 24Q: 3 clusters Score -78665.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -78667.031250 Penalty: 680.152649
	Iteration 25Q: 3 clusters Score -78667.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -78668.617188 Penalty: 680.152649
	Iteration 26Q: 3 clusters Score -78668.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -78673.421875 Penalty: 680.152649
	Iteration 27Q: 3 clusters Score -78673.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -78681.359375 Penalty: 680.152649
	Iteration 28Q: 3 clusters Score -78681.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -78686.820312 Penalty: 680.152649
	Iteration 29Q: 3 clusters Score -78686.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -78697.156250 Penalty: 680.152649
	Iteration 30Q: 3 clusters Score -78697.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -78709.937500 Penalty: 680.152649
	Iteration 31Q: 3 clusters Score -78709.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -78719.835938 Penalty: 680.152649
	Iteration 32Q: 3 clusters Score -78719.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -78727.828125 Penalty: 680.152649
	Iteration 33Q: 3 clusters Score -78727.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -78734.796875 Penalty: 680.152649
	Iteration 34Q: 3 clusters Score -78734.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -78740.742188 Penalty: 680.152649
	Iteration 35Q: 3 clusters Score -78740.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -78743.343750 Penalty: 680.152649
	Iteration 36Q: 3 clusters Score -78743.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -78745.062500 Penalty: 680.152649
	Iteration 37Q: 3 clusters Score -78745.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -78748.476562 Penalty: 680.152649
	Iteration 38Q: 3 clusters Score -78748.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -78752.679688 Penalty: 680.152649
	Iteration 39Q: 3 clusters Score -78752.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -78754.171875 Penalty: 680.152649
	Iteration 40F: 3 clusters Score -78754.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -78755.390625 Penalty: 680.152649
	Iteration 41Q: 3 clusters Score -78755.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -78755.703125 Penalty: 680.152649
	Iteration 42Q: 3 clusters Score -78755.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -78755.882812 Penalty: 680.152649
	Iteration 43Q: 3 clusters Score -78755.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -78756.390625 Penalty: 680.152649
	Iteration 44Q: 3 clusters Score -78756.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -78756.429688 Penalty: 680.152649
	Iteration 45Q: 3 clusters Score -78756.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -78756.429688 Penalty: 680.152649
	Iteration 46F: 3 clusters Score -78756.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (216531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216531 members 
Entering Unmasked Estep 
Score: -10191459.000000 Penalty: 558.989746
	Iteration 0F: 2 clusters Score -1.019146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108087 members 
Mstep: Class 2 contains 108444 members 
Entering Unmasked Estep 
Score: -10046843.000000 Penalty: 1117.979492
	Iteration 0F: 3 clusters Score -1.004684e+07 nChanged 106872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 117068 members 
Entering Unmasked Estep 
Score: -10112308.000000 Penalty: 1117.979492
	Iteration 1F: 3 clusters Score -1.011231e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94429 members 
Mstep: Class 2 contains 122102 members 
Entering Unmasked Estep 
Score: -10115951.000000 Penalty: 1117.979492
	Iteration 2Q: 3 clusters Score -1.011595e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 129428 members 
Entering Unmasked Estep 
Score: -10121748.000000 Penalty: 1117.979492
	Iteration 3F: 3 clusters Score -1.012175e+07 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 138810 members 
Entering Unmasked Estep 
Score: -10130377.000000 Penalty: 1117.979492
	Iteration 4F: 3 clusters Score -1.013038e+07 nChanged 13738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 148904 members 
Entering Unmasked Estep 
Score: -10141294.000000 Penalty: 1117.979492
	Iteration 5F: 3 clusters Score -1.014129e+07 nChanged 13314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 157814 members 
Entering Unmasked Estep 
Score: -10152487.000000 Penalty: 1117.979492
	Iteration 6F: 3 clusters Score -1.015249e+07 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 164069 members 
Entering Unmasked Estep 
Score: -10160389.000000 Penalty: 1117.979492
	Iteration 7F: 3 clusters Score -1.016039e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 168399 members 
Entering Unmasked Estep 
Score: -10164784.000000 Penalty: 1117.979492
	Iteration 8Q: 3 clusters Score -1.016478e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 172038 members 
Entering Unmasked Estep 
Score: -10167107.000000 Penalty: 1117.979492
	Iteration 9Q: 3 clusters Score -1.016711e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 175620 members 
Entering Unmasked Estep 
Score: -10168884.000000 Penalty: 1117.979492
	Iteration 10Q: 3 clusters Score -1.016888e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 179267 members 
Entering Unmasked Estep 
Score: -10170558.000000 Penalty: 1117.979492
	Iteration 11Q: 3 clusters Score -1.017056e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 182876 members 
Entering Unmasked Estep 
Score: -10172247.000000 Penalty: 1117.979492
	Iteration 12Q: 3 clusters Score -1.017225e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 186456 members 
Entering Unmasked Estep 
Score: -10173903.000000 Penalty: 1117.979492
	Iteration 13Q: 3 clusters Score -1.01739e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 190005 members 
Entering Unmasked Estep 
Score: -10175778.000000 Penalty: 1117.979492
	Iteration 14Q: 3 clusters Score -1.017578e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 193380 members 
Entering Unmasked Estep 
Score: -10177493.000000 Penalty: 1117.979492
	Iteration 15Q: 3 clusters Score -1.017749e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 196697 members 
Entering Unmasked Estep 
Score: -10179300.000000 Penalty: 1117.979492
	Iteration 16Q: 3 clusters Score -1.01793e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 199833 members 
Entering Unmasked Estep 
Score: -10181159.000000 Penalty: 1117.979492
	Iteration 17Q: 3 clusters Score -1.018116e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 202754 members 
Entering Unmasked Estep 
Score: -10183306.000000 Penalty: 1117.979492
	Iteration 18Q: 3 clusters Score -1.018331e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 205516 members 
Entering Unmasked Estep 
Score: -10185212.000000 Penalty: 1117.979492
	Iteration 19Q: 3 clusters Score -1.018521e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 208062 members 
Entering Unmasked Estep 
Score: -10186769.000000 Penalty: 1117.979492
	Iteration 20F: 3 clusters Score -1.018677e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 210309 members 
Entering Unmasked Estep 
Score: -10188199.000000 Penalty: 1117.979492
	Iteration 21Q: 3 clusters Score -1.01882e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 212213 members 
Entering Unmasked Estep 
Score: -10189274.000000 Penalty: 1117.979492
	Iteration 22Q: 3 clusters Score -1.018927e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 213671 members 
Entering Unmasked Estep 
Score: -10189982.000000 Penalty: 1117.979492
	Iteration 23Q: 3 clusters Score -1.018998e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 214729 members 
Entering Unmasked Estep 
Score: -10190411.000000 Penalty: 1117.979492
	Iteration 24Q: 3 clusters Score -1.019041e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 215353 members 
Entering Unmasked Estep 
Score: -10190683.000000 Penalty: 1117.979492
	Iteration 25Q: 3 clusters Score -1.019068e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 215733 members 
Entering Unmasked Estep 
Score: -10190805.000000 Penalty: 1117.979492
	Iteration 26Q: 3 clusters Score -1.01908e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 215965 members 
Entering Unmasked Estep 
Score: -10190880.000000 Penalty: 1117.979492
	Iteration 27Q: 3 clusters Score -1.019088e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 216100 members 
Entering Unmasked Estep 
Score: -10190953.000000 Penalty: 1117.979492
	Iteration 28Q: 3 clusters Score -1.019095e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 216182 members 
Entering Unmasked Estep 
Score: -10191000.000000 Penalty: 1117.979492
	Iteration 29Q: 3 clusters Score -1.0191e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 216228 members 
Entering Unmasked Estep 
Score: -10191058.000000 Penalty: 1117.979492
	Iteration 30Q: 3 clusters Score -1.019106e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 216256 members 
Entering Unmasked Estep 
Score: -10191061.000000 Penalty: 1117.979492
	Iteration 31Q: 3 clusters Score -1.019106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 216275 members 
Entering Unmasked Estep 
Score: -10191071.000000 Penalty: 1117.979492
	Iteration 32Q: 3 clusters Score -1.019107e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 216290 members 
Entering Unmasked Estep 
Score: -10191076.000000 Penalty: 1117.979492
	Iteration 33Q: 3 clusters Score -1.019108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 216300 members 
Entering Unmasked Estep 
Score: -10191080.000000 Penalty: 1117.979492
	Iteration 34Q: 3 clusters Score -1.019108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216305 members 
Entering Unmasked Estep 
Score: -10191084.000000 Penalty: 1117.979492
	Iteration 35Q: 3 clusters Score -1.019108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216305 members 
Entering Unmasked Estep 
Score: -10191085.000000 Penalty: 1117.979492
	Iteration 36Q: 3 clusters Score -1.019108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216306 members 
Entering Unmasked Estep 
Score: -10191087.000000 Penalty: 1117.979492
	Iteration 37Q: 3 clusters Score -1.019109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 216308 members 
Entering Unmasked Estep 
Score: -10191094.000000 Penalty: 1117.979492
	Iteration 38Q: 3 clusters Score -1.019109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216310 members 
Entering Unmasked Estep 
Score: -10191094.000000 Penalty: 1117.979492
	Iteration 39Q: 3 clusters Score -1.019109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 216311 members 
Entering Unmasked Estep 
Score: -10191094.000000 Penalty: 1117.979492
	Iteration 40F: 3 clusters Score -1.019109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 216312 members 
Entering Unmasked Estep 
Score: -10191092.000000 Penalty: 1117.979492
	Iteration 41Q: 3 clusters Score -1.019109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216314 members 
Entering Unmasked Estep 
Score: -10191092.000000 Penalty: 1117.979492
	Iteration 42Q: 3 clusters Score -1.019109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216313 members 
Entering Unmasked Estep 
Score: -10191092.000000 Penalty: 1117.979492
	Iteration 43Q: 3 clusters Score -1.019109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216314 members 
Entering Unmasked Estep 
Score: -10191092.000000 Penalty: 1117.979492
	Iteration 44Q: 3 clusters Score -1.019109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 216315 members 
Entering Unmasked Estep 
Score: -10191098.000000 Penalty: 1117.979492
	Iteration 45Q: 3 clusters Score -1.01911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 216320 members 
Entering Unmasked Estep 
Score: -10191097.000000 Penalty: 1117.979492
	Iteration 46Q: 3 clusters Score -1.01911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 216321 members 
Entering Unmasked Estep 
Score: -10191090.000000 Penalty: 1117.979492
	Iteration 47Q: 3 clusters Score -1.019109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216322 members 
Entering Unmasked Estep 
Score: -10191090.000000 Penalty: 1117.979492
	Iteration 48Q: 3 clusters Score -1.019109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 216321 members 
Entering Unmasked Estep 
Score: -10191092.000000 Penalty: 1117.979492
	Iteration 49Q: 3 clusters Score -1.019109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 216320 members 
Entering Unmasked Estep 
Score: -10191095.000000 Penalty: 1117.979492
	Iteration 50Q: 3 clusters Score -1.01911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 216320 members 
Entering Unmasked Estep 
Score: -10191095.000000 Penalty: 1117.979492
	Iteration 51F: 3 clusters Score -1.01911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -188877.093750 Penalty: 372.522125
	Iteration 0F: 2 clusters Score -188877.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -186402.687500 Penalty: 745.044250
	Iteration 0F: 3 clusters Score -186402.7 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -187282.453125 Penalty: 745.044250
	Iteration 1F: 3 clusters Score -187282.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -187405.968750 Penalty: 745.044250
	Iteration 2F: 3 clusters Score -187406 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -187522.515625 Penalty: 745.044250
	Iteration 3F: 3 clusters Score -187522.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -187624.562500 Penalty: 745.044250
	Iteration 4F: 3 clusters Score -187624.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -187739.578125 Penalty: 745.044250
	Iteration 5F: 3 clusters Score -187739.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -187890.562500 Penalty: 745.044250
	Iteration 6F: 3 clusters Score -187890.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -188065.187500 Penalty: 745.044250
	Iteration 7F: 3 clusters Score -188065.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -188221.656250 Penalty: 745.044250
	Iteration 8Q: 3 clusters Score -188221.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -188327.656250 Penalty: 745.044250
	Iteration 9Q: 3 clusters Score -188327.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -188409.890625 Penalty: 745.044250
	Iteration 10Q: 3 clusters Score -188409.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -188458.890625 Penalty: 745.044250
	Iteration 11Q: 3 clusters Score -188458.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -188478.484375 Penalty: 745.044250
	Iteration 12Q: 3 clusters Score -188478.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -188499.328125 Penalty: 745.044250
	Iteration 13Q: 3 clusters Score -188499.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -188518.921875 Penalty: 745.044250
	Iteration 14Q: 3 clusters Score -188518.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -188524.343750 Penalty: 745.044250
	Iteration 15Q: 3 clusters Score -188524.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -188528.109375 Penalty: 745.044250
	Iteration 16Q: 3 clusters Score -188528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -188529.921875 Penalty: 745.044250
	Iteration 17Q: 3 clusters Score -188529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -188532.375000 Penalty: 745.044250
	Iteration 18Q: 3 clusters Score -188532.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -188539.218750 Penalty: 745.044250
	Iteration 19Q: 3 clusters Score -188539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -188541.625000 Penalty: 745.044250
	Iteration 20F: 3 clusters Score -188541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -188543.687500 Penalty: 745.044250
	Iteration 21Q: 3 clusters Score -188543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -188544.828125 Penalty: 745.044250
	Iteration 22Q: 3 clusters Score -188544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -188547.218750 Penalty: 745.044250
	Iteration 23Q: 3 clusters Score -188547.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -188548.875000 Penalty: 745.044250
	Iteration 24Q: 3 clusters Score -188548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -188550.953125 Penalty: 745.044250
	Iteration 25Q: 3 clusters Score -188551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -188554.546875 Penalty: 745.044250
	Iteration 26Q: 3 clusters Score -188554.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -188557.031250 Penalty: 745.044250
	Iteration 27Q: 3 clusters Score -188557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -188559.546875 Penalty: 745.044250
	Iteration 28Q: 3 clusters Score -188559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -188560.484375 Penalty: 745.044250
	Iteration 29Q: 3 clusters Score -188560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -188560.921875 Penalty: 745.044250
	Iteration 30Q: 3 clusters Score -188560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -188562.812500 Penalty: 745.044250
	Iteration 31Q: 3 clusters Score -188562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -188569.265625 Penalty: 745.044250
	Iteration 32Q: 3 clusters Score -188569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -188571.171875 Penalty: 745.044250
	Iteration 33Q: 3 clusters Score -188571.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -188575.343750 Penalty: 745.044250
	Iteration 34Q: 3 clusters Score -188575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -188579.468750 Penalty: 745.044250
	Iteration 35Q: 3 clusters Score -188579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -188581.000000 Penalty: 745.044250
	Iteration 36Q: 3 clusters Score -188581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -188581.000000 Penalty: 745.044250
	Iteration 37F: 3 clusters Score -188581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Entering Unmasked Estep 
Score: -1740280.250000 Penalty: 478.624237
	Iteration 0F: 2 clusters Score -1740280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -1715504.500000 Penalty: 957.248474
	Iteration 0F: 3 clusters Score -1715504 nChanged 17857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1725757.250000 Penalty: 957.248474
	Iteration 1F: 3 clusters Score -1725757 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -1726275.125000 Penalty: 957.248474
	Iteration 2Q: 3 clusters Score -1726275 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -1727027.625000 Penalty: 957.248474
	Iteration 3Q: 3 clusters Score -1727028 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -1728266.375000 Penalty: 957.248474
	Iteration 4F: 3 clusters Score -1728266 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -1729998.250000 Penalty: 957.248474
	Iteration 5F: 3 clusters Score -1729998 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -1732069.500000 Penalty: 957.248474
	Iteration 6F: 3 clusters Score -1732070 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -1733949.750000 Penalty: 957.248474
	Iteration 7F: 3 clusters Score -1733950 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -1735112.250000 Penalty: 957.248474
	Iteration 8Q: 3 clusters Score -1735112 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -1735824.000000 Penalty: 957.248474
	Iteration 9Q: 3 clusters Score -1735824 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -1736358.500000 Penalty: 957.248474
	Iteration 10Q: 3 clusters Score -1736358 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -1736870.000000 Penalty: 957.248474
	Iteration 11Q: 3 clusters Score -1736870 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -1737389.125000 Penalty: 957.248474
	Iteration 12Q: 3 clusters Score -1737389 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -1737863.000000 Penalty: 957.248474
	Iteration 13Q: 3 clusters Score -1737863 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -1738311.000000 Penalty: 957.248474
	Iteration 14Q: 3 clusters Score -1738311 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -1738678.125000 Penalty: 957.248474
	Iteration 15Q: 3 clusters Score -1738678 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -1738983.125000 Penalty: 957.248474
	Iteration 16Q: 3 clusters Score -1738983 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -1739255.875000 Penalty: 957.248474
	Iteration 17Q: 3 clusters Score -1739256 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -1739493.375000 Penalty: 957.248474
	Iteration 18Q: 3 clusters Score -1739493 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -1739658.250000 Penalty: 957.248474
	Iteration 19Q: 3 clusters Score -1739658 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -1739748.750000 Penalty: 957.248474
	Iteration 20F: 3 clusters Score -1739749 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -1739793.125000 Penalty: 957.248474
	Iteration 21Q: 3 clusters Score -1739793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -1739816.125000 Penalty: 957.248474
	Iteration 22Q: 3 clusters Score -1739816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -1739833.375000 Penalty: 957.248474
	Iteration 23Q: 3 clusters Score -1739833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -1739847.625000 Penalty: 957.248474
	Iteration 24Q: 3 clusters Score -1739848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -1739854.625000 Penalty: 957.248474
	Iteration 25Q: 3 clusters Score -1739855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -1739859.375000 Penalty: 957.248474
	Iteration 26Q: 3 clusters Score -1739859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -1739864.000000 Penalty: 957.248474
	Iteration 27Q: 3 clusters Score -1739864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -1739864.375000 Penalty: 957.248474
	Iteration 28Q: 3 clusters Score -1739864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -1739865.000000 Penalty: 957.248474
	Iteration 29Q: 3 clusters Score -1739865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -1739866.500000 Penalty: 957.248474
	Iteration 30Q: 3 clusters Score -1739866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -1739868.375000 Penalty: 957.248474
	Iteration 31Q: 3 clusters Score -1739868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -1739869.125000 Penalty: 957.248474
	Iteration 32Q: 3 clusters Score -1739869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -1739869.125000 Penalty: 957.248474
	Iteration 33F: 3 clusters Score -1739869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -60461.808594 Penalty: 326.484802
	Iteration 0F: 2 clusters Score -60461.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -59461.781250 Penalty: 652.969604
	Iteration 0F: 3 clusters Score -59461.78 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -59787.835938 Penalty: 652.969604
	Iteration 1F: 3 clusters Score -59787.84 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -59890.562500 Penalty: 652.969604
	Iteration 2F: 3 clusters Score -59890.56 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -59983.925781 Penalty: 652.969604
	Iteration 3F: 3 clusters Score -59983.93 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -60062.203125 Penalty: 652.969604
	Iteration 4F: 3 clusters Score -60062.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -60113.218750 Penalty: 652.969604
	Iteration 5Q: 3 clusters Score -60113.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -60140.324219 Penalty: 652.969604
	Iteration 6Q: 3 clusters Score -60140.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -60158.441406 Penalty: 652.969604
	Iteration 7Q: 3 clusters Score -60158.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -60174.160156 Penalty: 652.969604
	Iteration 8Q: 3 clusters Score -60174.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -60184.941406 Penalty: 652.969604
	Iteration 9Q: 3 clusters Score -60184.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -60190.203125 Penalty: 652.969604
	Iteration 10Q: 3 clusters Score -60190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -60192.222656 Penalty: 652.969604
	Iteration 11Q: 3 clusters Score -60192.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -60193.601562 Penalty: 652.969604
	Iteration 12Q: 3 clusters Score -60193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -60200.726562 Penalty: 652.969604
	Iteration 13Q: 3 clusters Score -60200.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -60206.355469 Penalty: 652.969604
	Iteration 14Q: 3 clusters Score -60206.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -60207.078125 Penalty: 652.969604
	Iteration 15Q: 3 clusters Score -60207.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -60208.878906 Penalty: 652.969604
	Iteration 16Q: 3 clusters Score -60208.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -60208.957031 Penalty: 652.969604
	Iteration 17Q: 3 clusters Score -60208.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -60208.957031 Penalty: 652.969604
	Iteration 18F: 3 clusters Score -60208.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -322503.531250 Penalty: 402.154083
	Iteration 0F: 2 clusters Score -322503.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -317923.062500 Penalty: 804.308167
	Iteration 0F: 3 clusters Score -317923.1 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -320094.000000 Penalty: 804.308167
	Iteration 1F: 3 clusters Score -320094 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -320544.281250 Penalty: 804.308167
	Iteration 2F: 3 clusters Score -320544.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -320920.656250 Penalty: 804.308167
	Iteration 3F: 3 clusters Score -320920.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -321255.812500 Penalty: 804.308167
	Iteration 4F: 3 clusters Score -321255.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -321490.687500 Penalty: 804.308167
	Iteration 5Q: 3 clusters Score -321490.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -321615.781250 Penalty: 804.308167
	Iteration 6Q: 3 clusters Score -321615.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -321676.250000 Penalty: 804.308167
	Iteration 7Q: 3 clusters Score -321676.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -321709.125000 Penalty: 804.308167
	Iteration 8Q: 3 clusters Score -321709.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -321737.031250 Penalty: 804.308167
	Iteration 9Q: 3 clusters Score -321737 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -321778.000000 Penalty: 804.308167
	Iteration 10Q: 3 clusters Score -321778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -321826.375000 Penalty: 804.308167
	Iteration 11Q: 3 clusters Score -321826.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -321874.031250 Penalty: 804.308167
	Iteration 12Q: 3 clusters Score -321874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -321915.093750 Penalty: 804.308167
	Iteration 13Q: 3 clusters Score -321915.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -321948.593750 Penalty: 804.308167
	Iteration 14Q: 3 clusters Score -321948.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -321987.406250 Penalty: 804.308167
	Iteration 15Q: 3 clusters Score -321987.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -322033.687500 Penalty: 804.308167
	Iteration 16Q: 3 clusters Score -322033.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -322064.500000 Penalty: 804.308167
	Iteration 17Q: 3 clusters Score -322064.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -322079.187500 Penalty: 804.308167
	Iteration 18Q: 3 clusters Score -322079.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -322091.937500 Penalty: 804.308167
	Iteration 19Q: 3 clusters Score -322091.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -322101.218750 Penalty: 804.308167
	Iteration 20F: 3 clusters Score -322101.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -322116.718750 Penalty: 804.308167
	Iteration 21Q: 3 clusters Score -322116.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -322127.468750 Penalty: 804.308167
	Iteration 22Q: 3 clusters Score -322127.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -322136.937500 Penalty: 804.308167
	Iteration 23Q: 3 clusters Score -322136.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -322147.156250 Penalty: 804.308167
	Iteration 24Q: 3 clusters Score -322147.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -322154.093750 Penalty: 804.308167
	Iteration 25Q: 3 clusters Score -322154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -322156.750000 Penalty: 804.308167
	Iteration 26Q: 3 clusters Score -322156.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -322159.812500 Penalty: 804.308167
	Iteration 27Q: 3 clusters Score -322159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -322161.093750 Penalty: 804.308167
	Iteration 28Q: 3 clusters Score -322161.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -322162.687500 Penalty: 804.308167
	Iteration 29Q: 3 clusters Score -322162.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -322168.812500 Penalty: 804.308167
	Iteration 30Q: 3 clusters Score -322168.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -322176.375000 Penalty: 804.308167
	Iteration 31Q: 3 clusters Score -322176.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -322184.218750 Penalty: 804.308167
	Iteration 32Q: 3 clusters Score -322184.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -322190.906250 Penalty: 804.308167
	Iteration 33Q: 3 clusters Score -322190.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -322198.250000 Penalty: 804.308167
	Iteration 34Q: 3 clusters Score -322198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -322202.437500 Penalty: 804.308167
	Iteration 35Q: 3 clusters Score -322202.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -322206.500000 Penalty: 804.308167
	Iteration 36Q: 3 clusters Score -322206.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -322209.750000 Penalty: 804.308167
	Iteration 37Q: 3 clusters Score -322209.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -322210.656250 Penalty: 804.308167
	Iteration 38Q: 3 clusters Score -322210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -322212.125000 Penalty: 804.308167
	Iteration 39Q: 3 clusters Score -322212.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -322215.031250 Penalty: 804.308167
	Iteration 40F: 3 clusters Score -322215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -322216.343750 Penalty: 804.308167
	Iteration 41Q: 3 clusters Score -322216.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -322218.343750 Penalty: 804.308167
	Iteration 42Q: 3 clusters Score -322218.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -322218.468750 Penalty: 804.308167
	Iteration 43Q: 3 clusters Score -322218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -322218.812500 Penalty: 804.308167
	Iteration 44Q: 3 clusters Score -322218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -322220.093750 Penalty: 804.308167
	Iteration 45Q: 3 clusters Score -322220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -322223.593750 Penalty: 804.308167
	Iteration 46Q: 3 clusters Score -322223.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -322227.125000 Penalty: 804.308167
	Iteration 47Q: 3 clusters Score -322227.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -322227.812500 Penalty: 804.308167
	Iteration 48Q: 3 clusters Score -322227.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -322229.750000 Penalty: 804.308167
	Iteration 49Q: 3 clusters Score -322229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -322230.843750 Penalty: 804.308167
	Iteration 50Q: 3 clusters Score -322230.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -322233.500000 Penalty: 804.308167
	Iteration 51Q: 3 clusters Score -322233.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -322236.000000 Penalty: 804.308167
	Iteration 52Q: 3 clusters Score -322236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -322237.906250 Penalty: 804.308167
	Iteration 53Q: 3 clusters Score -322237.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -322239.531250 Penalty: 804.308167
	Iteration 54Q: 3 clusters Score -322239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -322240.312500 Penalty: 804.308167
	Iteration 55Q: 3 clusters Score -322240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -322240.781250 Penalty: 804.308167
	Iteration 56Q: 3 clusters Score -322240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -322240.750000 Penalty: 804.308167
	Iteration 57Q: 3 clusters Score -322240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -322241.625000 Penalty: 804.308167
	Iteration 58Q: 3 clusters Score -322241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -322242.156250 Penalty: 804.308167
	Iteration 59Q: 3 clusters Score -322242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -322242.218750 Penalty: 804.308167
	Iteration 60F: 3 clusters Score -322242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -322242.906250 Penalty: 804.308167
	Iteration 61Q: 3 clusters Score -322242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -322243.500000 Penalty: 804.308167
	Iteration 62Q: 3 clusters Score -322243.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -322243.500000 Penalty: 804.308167
	Iteration 63Q: 3 clusters Score -322243.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -322243.843750 Penalty: 804.308167
	Iteration 64Q: 3 clusters Score -322243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -322244.406250 Penalty: 804.308167
	Iteration 65Q: 3 clusters Score -322244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -322244.687500 Penalty: 804.308167
	Iteration 66Q: 3 clusters Score -322244.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -322244.687500 Penalty: 804.308167
	Iteration 67F: 3 clusters Score -322244.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Entering Unmasked Estep 
Score: -2589222.000000 Penalty: 497.847900
	Iteration 0F: 2 clusters Score -2589222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -2551361.250000 Penalty: 995.695801
	Iteration 0F: 3 clusters Score -2551361 nChanged 27236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -2568624.250000 Penalty: 995.695801
	Iteration 1F: 3 clusters Score -2568624 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -2570034.500000 Penalty: 995.695801
	Iteration 2F: 3 clusters Score -2570034 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -2572069.500000 Penalty: 995.695801
	Iteration 3F: 3 clusters Score -2572070 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -2574928.750000 Penalty: 995.695801
	Iteration 4F: 3 clusters Score -2574929 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -2578525.000000 Penalty: 995.695801
	Iteration 5F: 3 clusters Score -2578525 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -2581701.750000 Penalty: 995.695801
	Iteration 6F: 3 clusters Score -2581702 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -2583804.750000 Penalty: 995.695801
	Iteration 7Q: 3 clusters Score -2583805 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -2584995.000000 Penalty: 995.695801
	Iteration 8Q: 3 clusters Score -2584995 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -2585874.250000 Penalty: 995.695801
	Iteration 9Q: 3 clusters Score -2585874 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -2586651.500000 Penalty: 995.695801
	Iteration 10Q: 3 clusters Score -2586652 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -2587254.500000 Penalty: 995.695801
	Iteration 11Q: 3 clusters Score -2587254 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -2587729.250000 Penalty: 995.695801
	Iteration 12Q: 3 clusters Score -2587729 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -2588070.250000 Penalty: 995.695801
	Iteration 13Q: 3 clusters Score -2588070 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -2588325.000000 Penalty: 995.695801
	Iteration 14Q: 3 clusters Score -2588325 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -2588519.500000 Penalty: 995.695801
	Iteration 15Q: 3 clusters Score -2588520 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -2588681.500000 Penalty: 995.695801
	Iteration 16Q: 3 clusters Score -2588682 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -2588776.750000 Penalty: 995.695801
	Iteration 17Q: 3 clusters Score -2588777 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -2588848.000000 Penalty: 995.695801
	Iteration 18Q: 3 clusters Score -2588848 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -2588890.500000 Penalty: 995.695801
	Iteration 19Q: 3 clusters Score -2588890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -2588923.750000 Penalty: 995.695801
	Iteration 20F: 3 clusters Score -2588924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -2588943.000000 Penalty: 995.695801
	Iteration 21Q: 3 clusters Score -2588943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -2588949.750000 Penalty: 995.695801
	Iteration 22Q: 3 clusters Score -2588950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -2588954.000000 Penalty: 995.695801
	Iteration 23Q: 3 clusters Score -2588954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -2588960.750000 Penalty: 995.695801
	Iteration 24Q: 3 clusters Score -2588961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -2588960.500000 Penalty: 995.695801
	Iteration 25Q: 3 clusters Score -2588960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -2588966.500000 Penalty: 995.695801
	Iteration 26Q: 3 clusters Score -2588966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -2588967.750000 Penalty: 995.695801
	Iteration 27Q: 3 clusters Score -2588968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -2588972.000000 Penalty: 995.695801
	Iteration 28Q: 3 clusters Score -2588972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -2588972.250000 Penalty: 995.695801
	Iteration 29Q: 3 clusters Score -2588972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -2588976.000000 Penalty: 995.695801
	Iteration 30Q: 3 clusters Score -2588976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -2588982.250000 Penalty: 995.695801
	Iteration 31Q: 3 clusters Score -2588982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -2588982.750000 Penalty: 995.695801
	Iteration 32Q: 3 clusters Score -2588983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -2588985.500000 Penalty: 995.695801
	Iteration 33Q: 3 clusters Score -2588986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -2588987.250000 Penalty: 995.695801
	Iteration 34Q: 3 clusters Score -2588987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -2588986.750000 Penalty: 995.695801
	Iteration 35Q: 3 clusters Score -2588987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -2588986.750000 Penalty: 995.695801
	Iteration 36F: 3 clusters Score -2588987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -22585.109375 Penalty: 280.334930
	Iteration 0F: 2 clusters Score -22585.11 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 240 members 
Entering Unmasked Estep 
Score: -22099.357422 Penalty: 560.669861
	Iteration 0F: 3 clusters Score -22099.36 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22200.490234 Penalty: 560.669861
	Iteration 1F: 3 clusters Score -22200.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22235.468750 Penalty: 560.669861
	Iteration 2F: 3 clusters Score -22235.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22251.707031 Penalty: 560.669861
	Iteration 3F: 3 clusters Score -22251.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22261.814453 Penalty: 560.669861
	Iteration 4Q: 3 clusters Score -22261.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22270.763672 Penalty: 560.669861
	Iteration 5Q: 3 clusters Score -22270.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22275.378906 Penalty: 560.669861
	Iteration 6Q: 3 clusters Score -22275.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22278.998047 Penalty: 560.669861
	Iteration 7Q: 3 clusters Score -22279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22283.748047 Penalty: 560.669861
	Iteration 8Q: 3 clusters Score -22283.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22287.724609 Penalty: 560.669861
	Iteration 9Q: 3 clusters Score -22287.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22289.259766 Penalty: 560.669861
	Iteration 10Q: 3 clusters Score -22289.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22291.779297 Penalty: 560.669861
	Iteration 11Q: 3 clusters Score -22291.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22294.986328 Penalty: 560.669861
	Iteration 12Q: 3 clusters Score -22294.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22299.189453 Penalty: 560.669861
	Iteration 13Q: 3 clusters Score -22299.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22301.335938 Penalty: 560.669861
	Iteration 14Q: 3 clusters Score -22301.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22302.923828 Penalty: 560.669861
	Iteration 15Q: 3 clusters Score -22302.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22302.923828 Penalty: 560.669861
	Iteration 16F: 3 clusters Score -22302.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -247778.609375 Penalty: 389.959778
	Iteration 0F: 2 clusters Score -247778.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -244115.421875 Penalty: 779.919556
	Iteration 0F: 3 clusters Score -244115.4 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -245420.234375 Penalty: 779.919556
	Iteration 1F: 3 clusters Score -245420.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -245529.531250 Penalty: 779.919556
	Iteration 2F: 3 clusters Score -245529.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -245639.750000 Penalty: 779.919556
	Iteration 3F: 3 clusters Score -245639.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -245771.718750 Penalty: 779.919556
	Iteration 4F: 3 clusters Score -245771.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -245947.062500 Penalty: 779.919556
	Iteration 5F: 3 clusters Score -245947.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -246167.171875 Penalty: 779.919556
	Iteration 6F: 3 clusters Score -246167.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -246430.796875 Penalty: 779.919556
	Iteration 7F: 3 clusters Score -246430.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -246721.046875 Penalty: 779.919556
	Iteration 8F: 3 clusters Score -246721 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -246999.359375 Penalty: 779.919556
	Iteration 9F: 3 clusters Score -246999.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -247171.375000 Penalty: 779.919556
	Iteration 10Q: 3 clusters Score -247171.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -247271.390625 Penalty: 779.919556
	Iteration 11Q: 3 clusters Score -247271.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -247330.703125 Penalty: 779.919556
	Iteration 12Q: 3 clusters Score -247330.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -247369.109375 Penalty: 779.919556
	Iteration 13Q: 3 clusters Score -247369.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -247401.656250 Penalty: 779.919556
	Iteration 14Q: 3 clusters Score -247401.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -247421.718750 Penalty: 779.919556
	Iteration 15Q: 3 clusters Score -247421.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -247437.765625 Penalty: 779.919556
	Iteration 16Q: 3 clusters Score -247437.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -247455.218750 Penalty: 779.919556
	Iteration 17Q: 3 clusters Score -247455.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -247466.062500 Penalty: 779.919556
	Iteration 18Q: 3 clusters Score -247466.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -247477.562500 Penalty: 779.919556
	Iteration 19Q: 3 clusters Score -247477.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -247492.343750 Penalty: 779.919556
	Iteration 20F: 3 clusters Score -247492.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -247506.078125 Penalty: 779.919556
	Iteration 21Q: 3 clusters Score -247506.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -247522.515625 Penalty: 779.919556
	Iteration 22Q: 3 clusters Score -247522.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -247535.765625 Penalty: 779.919556
	Iteration 23Q: 3 clusters Score -247535.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -247546.843750 Penalty: 779.919556
	Iteration 24Q: 3 clusters Score -247546.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -247553.250000 Penalty: 779.919556
	Iteration 25Q: 3 clusters Score -247553.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -247560.437500 Penalty: 779.919556
	Iteration 26Q: 3 clusters Score -247560.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -247567.203125 Penalty: 779.919556
	Iteration 27Q: 3 clusters Score -247567.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -247573.687500 Penalty: 779.919556
	Iteration 28Q: 3 clusters Score -247573.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -247576.500000 Penalty: 779.919556
	Iteration 29Q: 3 clusters Score -247576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -247576.546875 Penalty: 779.919556
	Iteration 30Q: 3 clusters Score -247576.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -247576.546875 Penalty: 779.919556
	Iteration 31F: 3 clusters Score -247576.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Entering Unmasked Estep 
Score: -506308.343750 Penalty: 419.134155
	Iteration 0F: 2 clusters Score -506308.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -499670.968750 Penalty: 838.268311
	Iteration 0F: 3 clusters Score -499671 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -502360.468750 Penalty: 838.268311
	Iteration 1F: 3 clusters Score -502360.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -502610.656250 Penalty: 838.268311
	Iteration 2F: 3 clusters Score -502610.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -502926.218750 Penalty: 838.268311
	Iteration 3F: 3 clusters Score -502926.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -503288.843750 Penalty: 838.268311
	Iteration 4F: 3 clusters Score -503288.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -503769.656250 Penalty: 838.268311
	Iteration 5F: 3 clusters Score -503769.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -504291.468750 Penalty: 838.268311
	Iteration 6F: 3 clusters Score -504291.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -504766.062500 Penalty: 838.268311
	Iteration 7F: 3 clusters Score -504766.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -505068.000000 Penalty: 838.268311
	Iteration 8Q: 3 clusters Score -505068 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -505231.187500 Penalty: 838.268311
	Iteration 9Q: 3 clusters Score -505231.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -505333.000000 Penalty: 838.268311
	Iteration 10Q: 3 clusters Score -505333 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -505389.625000 Penalty: 838.268311
	Iteration 11Q: 3 clusters Score -505389.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -505439.250000 Penalty: 838.268311
	Iteration 12Q: 3 clusters Score -505439.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -505480.843750 Penalty: 838.268311
	Iteration 13Q: 3 clusters Score -505480.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -505517.218750 Penalty: 838.268311
	Iteration 14Q: 3 clusters Score -505517.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -505551.687500 Penalty: 838.268311
	Iteration 15Q: 3 clusters Score -505551.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -505577.656250 Penalty: 838.268311
	Iteration 16Q: 3 clusters Score -505577.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -505593.937500 Penalty: 838.268311
	Iteration 17Q: 3 clusters Score -505593.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -505603.906250 Penalty: 838.268311
	Iteration 18Q: 3 clusters Score -505603.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -505613.218750 Penalty: 838.268311
	Iteration 19Q: 3 clusters Score -505613.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -505622.468750 Penalty: 838.268311
	Iteration 20F: 3 clusters Score -505622.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -505630.781250 Penalty: 838.268311
	Iteration 21Q: 3 clusters Score -505630.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -505636.312500 Penalty: 838.268311
	Iteration 22Q: 3 clusters Score -505636.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -505640.031250 Penalty: 838.268311
	Iteration 23Q: 3 clusters Score -505640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -505644.125000 Penalty: 838.268311
	Iteration 24Q: 3 clusters Score -505644.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -505646.406250 Penalty: 838.268311
	Iteration 25Q: 3 clusters Score -505646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -505646.343750 Penalty: 838.268311
	Iteration 26Q: 3 clusters Score -505646.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -505648.000000 Penalty: 838.268311
	Iteration 27Q: 3 clusters Score -505648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -505649.437500 Penalty: 838.268311
	Iteration 28Q: 3 clusters Score -505649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -505650.156250 Penalty: 838.268311
	Iteration 29Q: 3 clusters Score -505650.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -505651.031250 Penalty: 838.268311
	Iteration 30Q: 3 clusters Score -505651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -505652.593750 Penalty: 838.268311
	Iteration 31Q: 3 clusters Score -505652.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -505653.218750 Penalty: 838.268311
	Iteration 32Q: 3 clusters Score -505653.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -505654.531250 Penalty: 838.268311
	Iteration 33Q: 3 clusters Score -505654.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -505656.187500 Penalty: 838.268311
	Iteration 34Q: 3 clusters Score -505656.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -505657.187500 Penalty: 838.268311
	Iteration 35Q: 3 clusters Score -505657.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -505656.906250 Penalty: 838.268311
	Iteration 36Q: 3 clusters Score -505656.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -505658.281250 Penalty: 838.268311
	Iteration 37Q: 3 clusters Score -505658.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -505659.531250 Penalty: 838.268311
	Iteration 38Q: 3 clusters Score -505659.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -505660.375000 Penalty: 838.268311
	Iteration 39Q: 3 clusters Score -505660.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -505661.906250 Penalty: 838.268311
	Iteration 40F: 3 clusters Score -505661.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -505662.687500 Penalty: 838.268311
	Iteration 41Q: 3 clusters Score -505662.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -505663.312500 Penalty: 838.268311
	Iteration 42Q: 3 clusters Score -505663.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -505664.531250 Penalty: 838.268311
	Iteration 43Q: 3 clusters Score -505664.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -505666.500000 Penalty: 838.268311
	Iteration 44Q: 3 clusters Score -505666.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -505669.562500 Penalty: 838.268311
	Iteration 45Q: 3 clusters Score -505669.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -505673.218750 Penalty: 838.268311
	Iteration 46Q: 3 clusters Score -505673.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -505675.625000 Penalty: 838.268311
	Iteration 47Q: 3 clusters Score -505675.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -505677.906250 Penalty: 838.268311
	Iteration 48Q: 3 clusters Score -505677.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -505681.500000 Penalty: 838.268311
	Iteration 49Q: 3 clusters Score -505681.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -505682.218750 Penalty: 838.268311
	Iteration 50Q: 3 clusters Score -505682.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -505684.218750 Penalty: 838.268311
	Iteration 51Q: 3 clusters Score -505684.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -505685.343750 Penalty: 838.268311
	Iteration 52Q: 3 clusters Score -505685.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -505686.812500 Penalty: 838.268311
	Iteration 53Q: 3 clusters Score -505686.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -505687.906250 Penalty: 838.268311
	Iteration 54Q: 3 clusters Score -505687.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -505687.937500 Penalty: 838.268311
	Iteration 55Q: 3 clusters Score -505687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -505688.062500 Penalty: 838.268311
	Iteration 56Q: 3 clusters Score -505688.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -505689.437500 Penalty: 838.268311
	Iteration 57Q: 3 clusters Score -505689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -505688.375000 Penalty: 838.268311
	Iteration 58Q: 3 clusters Score -505688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -505688.968750 Penalty: 838.268311
	Iteration 59Q: 3 clusters Score -505689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -505689.437500 Penalty: 838.268311
	Iteration 60F: 3 clusters Score -505689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -505690.000000 Penalty: 838.268311
	Iteration 61Q: 3 clusters Score -505690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -505689.781250 Penalty: 838.268311
	Iteration 62Q: 3 clusters Score -505689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -505689.781250 Penalty: 838.268311
	Iteration 63F: 3 clusters Score -505689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Entering Unmasked Estep 
Score: -2981595.250000 Penalty: 499.290863
	Iteration 0F: 2 clusters Score -2981595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -2942358.250000 Penalty: 998.581726
	Iteration 0F: 3 clusters Score -2942358 nChanged 28477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -2959671.250000 Penalty: 998.581726
	Iteration 1F: 3 clusters Score -2959671 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -2960476.000000 Penalty: 998.581726
	Iteration 2Q: 3 clusters Score -2960476 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2961765.500000 Penalty: 998.581726
	Iteration 3F: 3 clusters Score -2961766 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2963962.500000 Penalty: 998.581726
	Iteration 4F: 3 clusters Score -2963962 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2967509.000000 Penalty: 998.581726
	Iteration 5F: 3 clusters Score -2967509 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2972596.000000 Penalty: 998.581726
	Iteration 6F: 3 clusters Score -2972596 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2977517.250000 Penalty: 998.581726
	Iteration 7F: 3 clusters Score -2977517 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2980135.500000 Penalty: 998.581726
	Iteration 8Q: 3 clusters Score -2980136 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2980911.000000 Penalty: 998.581726
	Iteration 9Q: 3 clusters Score -2980911 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2981081.000000 Penalty: 998.581726
	Iteration 10Q: 3 clusters Score -2981081 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2981135.500000 Penalty: 998.581726
	Iteration 11Q: 3 clusters Score -2981136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2981161.000000 Penalty: 998.581726
	Iteration 12Q: 3 clusters Score -2981161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2981168.750000 Penalty: 998.581726
	Iteration 13Q: 3 clusters Score -2981169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2981172.000000 Penalty: 998.581726
	Iteration 14Q: 3 clusters Score -2981172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2981175.500000 Penalty: 998.581726
	Iteration 15Q: 3 clusters Score -2981176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2981177.250000 Penalty: 998.581726
	Iteration 16Q: 3 clusters Score -2981177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2981176.750000 Penalty: 998.581726
	Iteration 17Q: 3 clusters Score -2981177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2981176.750000 Penalty: 998.581726
	Iteration 18F: 3 clusters Score -2981177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -15872.407227 Penalty: 266.665771
	Iteration 0F: 2 clusters Score -15872.41 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 206 members 
Entering Unmasked Estep 
Score: -15479.577148 Penalty: 533.331543
	Iteration 0F: 3 clusters Score -15479.58 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15691.291016 Penalty: 533.331543
	Iteration 1F: 3 clusters Score -15691.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16030.776367 Penalty: 533.331543
	Iteration 2F: 3 clusters Score -16030.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16344.673828 Penalty: 533.331543
	Iteration 3F: 3 clusters Score -16344.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16676.953125 Penalty: 533.331543
	Iteration 4F: 3 clusters Score -16676.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16823.908203 Penalty: 533.331543
	Iteration 5Q: 3 clusters Score -16823.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16838.525391 Penalty: 533.331543
	Iteration 6Q: 3 clusters Score -16838.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16860.835938 Penalty: 533.331543
	Iteration 7Q: 3 clusters Score -16860.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16904.103516 Penalty: 533.331543
	Iteration 8Q: 3 clusters Score -16904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16907.677734 Penalty: 533.331543
	Iteration 9Q: 3 clusters Score -16907.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16907.677734 Penalty: 533.331543
	Iteration 10F: 3 clusters Score -16907.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99810 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 216531 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 56484 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 10014 members 
Mstep: Class 16 contains 58304 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 54023 members 
Mstep: Class 19 contains 75381 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93165 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 228431 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94023 members 
Mstep: Class 29 contains 33873 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 125 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 42627 members 
Mstep: Class 40 contains 92379 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 139621 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8667 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1021 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 169768 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 8733 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 61781 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11659 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 29253 members 
Mstep: Class 65 contains 103426 members 
Mstep: Class 66 contains 120289 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18968 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90707936.000000 Penalty: 50111.023438
Splitting cluster 17 changes total score from -90711968.000000 to -90707936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (54023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Entering Unmasked Estep 
Score: -2694545.000000 Penalty: 495.821014
	Iteration 0F: 2 clusters Score -2694545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -2658271.750000 Penalty: 991.642029
	Iteration 0F: 3 clusters Score -2658272 nChanged 26348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2674565.000000 Penalty: 991.642029
	Iteration 1F: 3 clusters Score -2674565 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2675779.750000 Penalty: 991.642029
	Iteration 2Q: 3 clusters Score -2675780 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2677665.250000 Penalty: 991.642029
	Iteration 3F: 3 clusters Score -2677665 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2680497.500000 Penalty: 991.642029
	Iteration 4F: 3 clusters Score -2680498 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2683894.750000 Penalty: 991.642029
	Iteration 5F: 3 clusters Score -2683895 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2687193.750000 Penalty: 991.642029
	Iteration 6F: 3 clusters Score -2687194 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2689718.500000 Penalty: 991.642029
	Iteration 7Q: 3 clusters Score -2689718 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2691325.500000 Penalty: 991.642029
	Iteration 8Q: 3 clusters Score -2691326 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2692402.750000 Penalty: 991.642029
	Iteration 9Q: 3 clusters Score -2692403 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2693008.250000 Penalty: 991.642029
	Iteration 10Q: 3 clusters Score -2693008 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2693341.000000 Penalty: 991.642029
	Iteration 11Q: 3 clusters Score -2693341 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2693584.750000 Penalty: 991.642029
	Iteration 12Q: 3 clusters Score -2693585 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2693740.750000 Penalty: 991.642029
	Iteration 13Q: 3 clusters Score -2693741 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2693838.250000 Penalty: 991.642029
	Iteration 14Q: 3 clusters Score -2693838 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2693901.500000 Penalty: 991.642029
	Iteration 15Q: 3 clusters Score -2693902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2693933.250000 Penalty: 991.642029
	Iteration 16Q: 3 clusters Score -2693933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2693984.000000 Penalty: 991.642029
	Iteration 17Q: 3 clusters Score -2693984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2694017.500000 Penalty: 991.642029
	Iteration 18Q: 3 clusters Score -2694018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2694034.250000 Penalty: 991.642029
	Iteration 19Q: 3 clusters Score -2694034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2694051.750000 Penalty: 991.642029
	Iteration 20F: 3 clusters Score -2694052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2694069.000000 Penalty: 991.642029
	Iteration 21Q: 3 clusters Score -2694069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2694081.500000 Penalty: 991.642029
	Iteration 22Q: 3 clusters Score -2694082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2694085.750000 Penalty: 991.642029
	Iteration 23Q: 3 clusters Score -2694086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2694097.250000 Penalty: 991.642029
	Iteration 24Q: 3 clusters Score -2694097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2694103.250000 Penalty: 991.642029
	Iteration 25Q: 3 clusters Score -2694103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2694109.750000 Penalty: 991.642029
	Iteration 26Q: 3 clusters Score -2694110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2694118.500000 Penalty: 991.642029
	Iteration 27Q: 3 clusters Score -2694118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2694124.250000 Penalty: 991.642029
	Iteration 28Q: 3 clusters Score -2694124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2694135.250000 Penalty: 991.642029
	Iteration 29Q: 3 clusters Score -2694135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2694140.250000 Penalty: 991.642029
	Iteration 30Q: 3 clusters Score -2694140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2694140.500000 Penalty: 991.642029
	Iteration 31Q: 3 clusters Score -2694140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2694146.000000 Penalty: 991.642029
	Iteration 32Q: 3 clusters Score -2694146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2694151.750000 Penalty: 991.642029
	Iteration 33Q: 3 clusters Score -2694152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2694155.250000 Penalty: 991.642029
	Iteration 34Q: 3 clusters Score -2694155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2694159.250000 Penalty: 991.642029
	Iteration 35Q: 3 clusters Score -2694159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2694159.000000 Penalty: 991.642029
	Iteration 36Q: 3 clusters Score -2694159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2694161.250000 Penalty: 991.642029
	Iteration 37Q: 3 clusters Score -2694161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2694162.000000 Penalty: 991.642029
	Iteration 38Q: 3 clusters Score -2694162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2694160.500000 Penalty: 991.642029
	Iteration 39Q: 3 clusters Score -2694160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2694165.750000 Penalty: 991.642029
	Iteration 40F: 3 clusters Score -2694166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2694166.500000 Penalty: 991.642029
	Iteration 41Q: 3 clusters Score -2694166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2694165.500000 Penalty: 991.642029
	Iteration 42Q: 3 clusters Score -2694166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2694166.500000 Penalty: 991.642029
	Iteration 43Q: 3 clusters Score -2694166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2694166.500000 Penalty: 991.642029
	Iteration 44F: 3 clusters Score -2694166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Entering Unmasked Estep 
Score: -3679378.500000 Penalty: 510.979126
	Iteration 0F: 2 clusters Score -3679378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -3628590.500000 Penalty: 1021.958252
	Iteration 0F: 3 clusters Score -3628590 nChanged 36662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -3650181.500000 Penalty: 1021.958252
	Iteration 1F: 3 clusters Score -3650182 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -3651165.500000 Penalty: 1021.958252
	Iteration 2Q: 3 clusters Score -3651166 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -3652603.500000 Penalty: 1021.958252
	Iteration 3Q: 3 clusters Score -3652604 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3654820.000000 Penalty: 1021.958252
	Iteration 4F: 3 clusters Score -3654820 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -3658166.000000 Penalty: 1021.958252
	Iteration 5F: 3 clusters Score -3658166 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3662309.500000 Penalty: 1021.958252
	Iteration 6F: 3 clusters Score -3662310 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3665831.500000 Penalty: 1021.958252
	Iteration 7F: 3 clusters Score -3665832 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3667842.750000 Penalty: 1021.958252
	Iteration 8Q: 3 clusters Score -3667843 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3668852.000000 Penalty: 1021.958252
	Iteration 9Q: 3 clusters Score -3668852 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3669634.250000 Penalty: 1021.958252
	Iteration 10Q: 3 clusters Score -3669634 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3670423.750000 Penalty: 1021.958252
	Iteration 11Q: 3 clusters Score -3670424 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3671264.000000 Penalty: 1021.958252
	Iteration 12Q: 3 clusters Score -3671264 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3672129.750000 Penalty: 1021.958252
	Iteration 13Q: 3 clusters Score -3672130 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3672983.000000 Penalty: 1021.958252
	Iteration 14Q: 3 clusters Score -3672983 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3673776.250000 Penalty: 1021.958252
	Iteration 15Q: 3 clusters Score -3673776 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3674512.500000 Penalty: 1021.958252
	Iteration 16Q: 3 clusters Score -3674512 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3675169.000000 Penalty: 1021.958252
	Iteration 17Q: 3 clusters Score -3675169 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3675729.750000 Penalty: 1021.958252
	Iteration 18Q: 3 clusters Score -3675730 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3676298.250000 Penalty: 1021.958252
	Iteration 19Q: 3 clusters Score -3676298 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3676824.000000 Penalty: 1021.958252
	Iteration 20F: 3 clusters Score -3676824 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3677296.750000 Penalty: 1021.958252
	Iteration 21Q: 3 clusters Score -3677297 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3677648.750000 Penalty: 1021.958252
	Iteration 22Q: 3 clusters Score -3677649 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3677921.000000 Penalty: 1021.958252
	Iteration 23Q: 3 clusters Score -3677921 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3678177.750000 Penalty: 1021.958252
	Iteration 24Q: 3 clusters Score -3678178 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3678390.250000 Penalty: 1021.958252
	Iteration 25Q: 3 clusters Score -3678390 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3678514.250000 Penalty: 1021.958252
	Iteration 26Q: 3 clusters Score -3678514 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73866 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3678605.250000 Penalty: 1021.958252
	Iteration 27Q: 3 clusters Score -3678605 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3678674.000000 Penalty: 1021.958252
	Iteration 28Q: 3 clusters Score -3678674 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3678734.250000 Penalty: 1021.958252
	Iteration 29Q: 3 clusters Score -3678734 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3678775.000000 Penalty: 1021.958252
	Iteration 30Q: 3 clusters Score -3678775 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3678799.750000 Penalty: 1021.958252
	Iteration 31Q: 3 clusters Score -3678800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3678824.000000 Penalty: 1021.958252
	Iteration 32Q: 3 clusters Score -3678824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3678843.250000 Penalty: 1021.958252
	Iteration 33Q: 3 clusters Score -3678843 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3678869.500000 Penalty: 1021.958252
	Iteration 34Q: 3 clusters Score -3678870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3678909.750000 Penalty: 1021.958252
	Iteration 35Q: 3 clusters Score -3678910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3678929.250000 Penalty: 1021.958252
	Iteration 36Q: 3 clusters Score -3678929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3678951.750000 Penalty: 1021.958252
	Iteration 37Q: 3 clusters Score -3678952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3678968.250000 Penalty: 1021.958252
	Iteration 38Q: 3 clusters Score -3678968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3678973.000000 Penalty: 1021.958252
	Iteration 39Q: 3 clusters Score -3678973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3678980.000000 Penalty: 1021.958252
	Iteration 40F: 3 clusters Score -3678980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3678987.000000 Penalty: 1021.958252
	Iteration 41Q: 3 clusters Score -3678987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3678989.000000 Penalty: 1021.958252
	Iteration 42Q: 3 clusters Score -3678989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3678989.000000 Penalty: 1021.958252
	Iteration 43Q: 3 clusters Score -3678989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74837 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3678988.000000 Penalty: 1021.958252
	Iteration 44Q: 3 clusters Score -3678988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3678988.500000 Penalty: 1021.958252
	Iteration 45Q: 3 clusters Score -3678988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3678988.250000 Penalty: 1021.958252
	Iteration 46Q: 3 clusters Score -3678988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3678992.250000 Penalty: 1021.958252
	Iteration 47Q: 3 clusters Score -3678992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3678992.500000 Penalty: 1021.958252
	Iteration 48Q: 3 clusters Score -3678992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3678990.500000 Penalty: 1021.958252
	Iteration 49Q: 3 clusters Score -3678990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3678991.750000 Penalty: 1021.958252
	Iteration 50Q: 3 clusters Score -3678992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3678994.500000 Penalty: 1021.958252
	Iteration 51Q: 3 clusters Score -3678994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3678994.250000 Penalty: 1021.958252
	Iteration 52Q: 3 clusters Score -3678994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3678995.750000 Penalty: 1021.958252
	Iteration 53Q: 3 clusters Score -3678996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3678995.250000 Penalty: 1021.958252
	Iteration 54Q: 3 clusters Score -3678995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3678994.000000 Penalty: 1021.958252
	Iteration 55Q: 3 clusters Score -3678994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3678999.250000 Penalty: 1021.958252
	Iteration 56Q: 3 clusters Score -3678999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3679000.500000 Penalty: 1021.958252
	Iteration 57Q: 3 clusters Score -3679000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3679004.000000 Penalty: 1021.958252
	Iteration 58Q: 3 clusters Score -3679004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3679004.250000 Penalty: 1021.958252
	Iteration 59Q: 3 clusters Score -3679004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3679007.250000 Penalty: 1021.958252
	Iteration 60F: 3 clusters Score -3679007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3679003.000000 Penalty: 1021.958252
	Iteration 61Q: 3 clusters Score -3679003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3679002.000000 Penalty: 1021.958252
	Iteration 62Q: 3 clusters Score -3679002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3679001.250000 Penalty: 1021.958252
	Iteration 63Q: 3 clusters Score -3679001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3679003.750000 Penalty: 1021.958252
	Iteration 64Q: 3 clusters Score -3679004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3679002.500000 Penalty: 1021.958252
	Iteration 65Q: 3 clusters Score -3679002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3679005.750000 Penalty: 1021.958252
	Iteration 66Q: 3 clusters Score -3679006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3679010.250000 Penalty: 1021.958252
	Iteration 67Q: 3 clusters Score -3679010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3679010.500000 Penalty: 1021.958252
	Iteration 68Q: 3 clusters Score -3679010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3679011.000000 Penalty: 1021.958252
	Iteration 69Q: 3 clusters Score -3679011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3679012.500000 Penalty: 1021.958252
	Iteration 70Q: 3 clusters Score -3679012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3679012.500000 Penalty: 1021.958252
	Iteration 71F: 3 clusters Score -3679012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -10024.705078 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -10024.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9669.423828 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -9669.424 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9798.752930 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -9798.753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9862.792969 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -9862.793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9898.642578 Penalty: 515.329407
	Iteration 3F: 3 clusters Score -9898.643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9938.660156 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -9938.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9943.183594 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -9943.184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9946.232422 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -9946.232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9946.232422 Penalty: 515.329407
	Iteration 7F: 3 clusters Score -9946.232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Entering Unmasked Estep 
Score: -4449947.500000 Penalty: 520.616760
	Iteration 0F: 2 clusters Score -4449948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -4386923.500000 Penalty: 1041.233521
	Iteration 0F: 3 clusters Score -4386924 nChanged 45442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -4414912.500000 Penalty: 1041.233521
	Iteration 1F: 3 clusters Score -4414912 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -4416678.000000 Penalty: 1041.233521
	Iteration 2Q: 3 clusters Score -4416678 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -4419393.500000 Penalty: 1041.233521
	Iteration 3F: 3 clusters Score -4419394 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -4423283.000000 Penalty: 1041.233521
	Iteration 4F: 3 clusters Score -4423283 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -4428549.000000 Penalty: 1041.233521
	Iteration 5F: 3 clusters Score -4428549 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -4434471.000000 Penalty: 1041.233521
	Iteration 6F: 3 clusters Score -4434471 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -4439135.500000 Penalty: 1041.233521
	Iteration 7F: 3 clusters Score -4439136 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 67319 members 
Entering Unmasked Estep 
Score: -4441431.500000 Penalty: 1041.233521
	Iteration 8Q: 3 clusters Score -4441432 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -4442449.500000 Penalty: 1041.233521
	Iteration 9Q: 3 clusters Score -4442450 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -4443209.500000 Penalty: 1041.233521
	Iteration 10Q: 3 clusters Score -4443210 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -4443761.000000 Penalty: 1041.233521
	Iteration 11Q: 3 clusters Score -4443761 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -4444301.500000 Penalty: 1041.233521
	Iteration 12Q: 3 clusters Score -4444302 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -4444783.000000 Penalty: 1041.233521
	Iteration 13Q: 3 clusters Score -4444783 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
Score: -4445290.500000 Penalty: 1041.233521
	Iteration 14Q: 3 clusters Score -4445290 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -4445770.000000 Penalty: 1041.233521
	Iteration 15Q: 3 clusters Score -4445770 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -4446256.000000 Penalty: 1041.233521
	Iteration 16Q: 3 clusters Score -4446256 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -4446762.000000 Penalty: 1041.233521
	Iteration 17Q: 3 clusters Score -4446762 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -4447272.000000 Penalty: 1041.233521
	Iteration 18Q: 3 clusters Score -4447272 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -4447782.500000 Penalty: 1041.233521
	Iteration 19Q: 3 clusters Score -4447782 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -4448317.500000 Penalty: 1041.233521
	Iteration 20F: 3 clusters Score -4448318 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -4448749.500000 Penalty: 1041.233521
	Iteration 21Q: 3 clusters Score -4448750 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -4449030.000000 Penalty: 1041.233521
	Iteration 22Q: 3 clusters Score -4449030 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -4449180.000000 Penalty: 1041.233521
	Iteration 23Q: 3 clusters Score -4449180 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -4449252.500000 Penalty: 1041.233521
	Iteration 24Q: 3 clusters Score -4449252 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -4449299.500000 Penalty: 1041.233521
	Iteration 25Q: 3 clusters Score -4449300 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -4449311.000000 Penalty: 1041.233521
	Iteration 26Q: 3 clusters Score -4449311 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -4449313.000000 Penalty: 1041.233521
	Iteration 27Q: 3 clusters Score -4449313 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -4449318.500000 Penalty: 1041.233521
	Iteration 28Q: 3 clusters Score -4449318 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -4449330.500000 Penalty: 1041.233521
	Iteration 29Q: 3 clusters Score -4449330 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -4449327.500000 Penalty: 1041.233521
	Iteration 30Q: 3 clusters Score -4449328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -4449334.000000 Penalty: 1041.233521
	Iteration 31Q: 3 clusters Score -4449334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -4449341.500000 Penalty: 1041.233521
	Iteration 32Q: 3 clusters Score -4449342 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -4449355.500000 Penalty: 1041.233521
	Iteration 33Q: 3 clusters Score -4449356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -4449356.500000 Penalty: 1041.233521
	Iteration 34Q: 3 clusters Score -4449356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -4449359.500000 Penalty: 1041.233521
	Iteration 35Q: 3 clusters Score -4449360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -4449364.000000 Penalty: 1041.233521
	Iteration 36Q: 3 clusters Score -4449364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -4449367.500000 Penalty: 1041.233521
	Iteration 37Q: 3 clusters Score -4449368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -4449366.500000 Penalty: 1041.233521
	Iteration 38Q: 3 clusters Score -4449366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -4449354.000000 Penalty: 1041.233521
	Iteration 39Q: 3 clusters Score -4449354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -4449348.000000 Penalty: 1041.233521
	Iteration 40F: 3 clusters Score -4449348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -4449337.500000 Penalty: 1041.233521
	Iteration 41Q: 3 clusters Score -4449338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -4449340.500000 Penalty: 1041.233521
	Iteration 42Q: 3 clusters Score -4449340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -4449347.000000 Penalty: 1041.233521
	Iteration 43Q: 3 clusters Score -4449347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -4449353.500000 Penalty: 1041.233521
	Iteration 44Q: 3 clusters Score -4449354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -4449356.500000 Penalty: 1041.233521
	Iteration 45Q: 3 clusters Score -4449356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -4449353.000000 Penalty: 1041.233521
	Iteration 46Q: 3 clusters Score -4449353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 69324 members 
Entering Unmasked Estep 
Score: -4449366.500000 Penalty: 1041.233521
	Iteration 47Q: 3 clusters Score -4449366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -4449373.500000 Penalty: 1041.233521
	Iteration 48Q: 3 clusters Score -4449374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -4449381.000000 Penalty: 1041.233521
	Iteration 49Q: 3 clusters Score -4449381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -4449375.500000 Penalty: 1041.233521
	Iteration 50Q: 3 clusters Score -4449376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -4449377.000000 Penalty: 1041.233521
	Iteration 51Q: 3 clusters Score -4449377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -4449385.000000 Penalty: 1041.233521
	Iteration 52Q: 3 clusters Score -4449385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -4449386.000000 Penalty: 1041.233521
	Iteration 53Q: 3 clusters Score -4449386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -4449387.500000 Penalty: 1041.233521
	Iteration 54Q: 3 clusters Score -4449388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -4449390.000000 Penalty: 1041.233521
	Iteration 55Q: 3 clusters Score -4449390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -4449385.000000 Penalty: 1041.233521
	Iteration 56Q: 3 clusters Score -4449385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -4449393.000000 Penalty: 1041.233521
	Iteration 57Q: 3 clusters Score -4449393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -4449393.500000 Penalty: 1041.233521
	Iteration 58Q: 3 clusters Score -4449394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -4449399.500000 Penalty: 1041.233521
	Iteration 59Q: 3 clusters Score -4449400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -4449395.500000 Penalty: 1041.233521
	Iteration 60F: 3 clusters Score -4449396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -4449397.500000 Penalty: 1041.233521
	Iteration 61Q: 3 clusters Score -4449398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -4449403.000000 Penalty: 1041.233521
	Iteration 62Q: 3 clusters Score -4449403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -4449391.000000 Penalty: 1041.233521
	Iteration 63Q: 3 clusters Score -4449391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -4449385.500000 Penalty: 1041.233521
	Iteration 64Q: 3 clusters Score -4449386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -4449382.500000 Penalty: 1041.233521
	Iteration 65Q: 3 clusters Score -4449382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -4449381.000000 Penalty: 1041.233521
	Iteration 66Q: 3 clusters Score -4449381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -4449393.000000 Penalty: 1041.233521
	Iteration 67Q: 3 clusters Score -4449393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -4449394.500000 Penalty: 1041.233521
	Iteration 68Q: 3 clusters Score -4449394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -4449394.500000 Penalty: 1041.233521
	Iteration 69Q: 3 clusters Score -4449394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -4449392.000000 Penalty: 1041.233521
	Iteration 70Q: 3 clusters Score -4449392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -4449386.500000 Penalty: 1041.233521
	Iteration 71Q: 3 clusters Score -4449386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -4449378.500000 Penalty: 1041.233521
	Iteration 72Q: 3 clusters Score -4449378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 70246 members 
Entering Unmasked Estep 
Score: -4449388.500000 Penalty: 1041.233521
	Iteration 73Q: 3 clusters Score -4449388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -4449384.000000 Penalty: 1041.233521
	Iteration 74Q: 3 clusters Score -4449384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
Score: -4449387.000000 Penalty: 1041.233521
	Iteration 75Q: 3 clusters Score -4449387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -4449387.500000 Penalty: 1041.233521
	Iteration 76Q: 3 clusters Score -4449388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -4449384.500000 Penalty: 1041.233521
	Iteration 77Q: 3 clusters Score -4449384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
Score: -4449380.500000 Penalty: 1041.233521
	Iteration 78Q: 3 clusters Score -4449380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -4449381.000000 Penalty: 1041.233521
	Iteration 79Q: 3 clusters Score -4449381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 70505 members 
Entering Unmasked Estep 
Score: -4449374.500000 Penalty: 1041.233521
	Iteration 80F: 3 clusters Score -4449374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -4449384.000000 Penalty: 1041.233521
	Iteration 81Q: 3 clusters Score -4449384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -4449381.000000 Penalty: 1041.233521
	Iteration 82Q: 3 clusters Score -4449381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -4449384.500000 Penalty: 1041.233521
	Iteration 83Q: 3 clusters Score -4449384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -4449378.500000 Penalty: 1041.233521
	Iteration 84Q: 3 clusters Score -4449378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 70714 members 
Entering Unmasked Estep 
Score: -4449370.000000 Penalty: 1041.233521
	Iteration 85Q: 3 clusters Score -4449370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -4449370.500000 Penalty: 1041.233521
	Iteration 86Q: 3 clusters Score -4449370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -4449369.000000 Penalty: 1041.233521
	Iteration 87Q: 3 clusters Score -4449369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -4449379.500000 Penalty: 1041.233521
	Iteration 88Q: 3 clusters Score -4449380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -4449376.500000 Penalty: 1041.233521
	Iteration 89Q: 3 clusters Score -4449376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -4449377.000000 Penalty: 1041.233521
	Iteration 90Q: 3 clusters Score -4449377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -4449376.500000 Penalty: 1041.233521
	Iteration 91Q: 3 clusters Score -4449376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -4449380.000000 Penalty: 1041.233521
	Iteration 92Q: 3 clusters Score -4449380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -4449382.500000 Penalty: 1041.233521
	Iteration 93Q: 3 clusters Score -4449382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -4449382.500000 Penalty: 1041.233521
	Iteration 94Q: 3 clusters Score -4449382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -4449382.500000 Penalty: 1041.233521
	Iteration 95Q: 3 clusters Score -4449382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -4449377.500000 Penalty: 1041.233521
	Iteration 96Q: 3 clusters Score -4449378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -4449372.500000 Penalty: 1041.233521
	Iteration 97Q: 3 clusters Score -4449372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -4449372.000000 Penalty: 1041.233521
	Iteration 98Q: 3 clusters Score -4449372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -4449380.000000 Penalty: 1041.233521
	Iteration 99Q: 3 clusters Score -4449380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 71145 members 
Entering Unmasked Estep 
Score: -4449377.000000 Penalty: 1041.233521
	Iteration 100F: 3 clusters Score -4449377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -4449379.000000 Penalty: 1041.233521
	Iteration 101Q: 3 clusters Score -4449379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -4449377.000000 Penalty: 1041.233521
	Iteration 102Q: 3 clusters Score -4449377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -4449377.500000 Penalty: 1041.233521
	Iteration 103Q: 3 clusters Score -4449378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 71157 members 
Entering Unmasked Estep 
Score: -4449380.000000 Penalty: 1041.233521
	Iteration 104Q: 3 clusters Score -4449380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -4449379.500000 Penalty: 1041.233521
	Iteration 105Q: 3 clusters Score -4449380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -4449379.500000 Penalty: 1041.233521
	Iteration 106Q: 3 clusters Score -4449380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
Score: -4449380.500000 Penalty: 1041.233521
	Iteration 107Q: 3 clusters Score -4449380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -4449377.000000 Penalty: 1041.233521
	Iteration 108Q: 3 clusters Score -4449377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -4449378.500000 Penalty: 1041.233521
	Iteration 109Q: 3 clusters Score -4449378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -4449375.500000 Penalty: 1041.233521
	Iteration 110Q: 3 clusters Score -4449376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -4449375.500000 Penalty: 1041.233521
	Iteration 111Q: 3 clusters Score -4449376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -4449373.500000 Penalty: 1041.233521
	Iteration 112Q: 3 clusters Score -4449374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -4449374.000000 Penalty: 1041.233521
	Iteration 113Q: 3 clusters Score -4449374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -4449374.000000 Penalty: 1041.233521
	Iteration 114Q: 3 clusters Score -4449374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -4449372.000000 Penalty: 1041.233521
	Iteration 115Q: 3 clusters Score -4449372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -4449371.000000 Penalty: 1041.233521
	Iteration 116Q: 3 clusters Score -4449371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -4449373.500000 Penalty: 1041.233521
	Iteration 117Q: 3 clusters Score -4449374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -4449374.500000 Penalty: 1041.233521
	Iteration 118Q: 3 clusters Score -4449374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -4449376.000000 Penalty: 1041.233521
	Iteration 119Q: 3 clusters Score -4449376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -4449374.500000 Penalty: 1041.233521
	Iteration 120F: 3 clusters Score -4449374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 71188 members 
Entering Unmasked Estep 
Score: -4449372.500000 Penalty: 1041.233521
	Iteration 121Q: 3 clusters Score -4449372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -4449370.500000 Penalty: 1041.233521
	Iteration 122Q: 3 clusters Score -4449370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 71191 members 
Entering Unmasked Estep 
Score: -4449370.500000 Penalty: 1041.233521
	Iteration 123Q: 3 clusters Score -4449370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -4449373.000000 Penalty: 1041.233521
	Iteration 124Q: 3 clusters Score -4449373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -4449373.000000 Penalty: 1041.233521
	Iteration 125F: 3 clusters Score -4449373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -45792.972656 Penalty: 314.755615
	Iteration 0F: 2 clusters Score -45792.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -44995.925781 Penalty: 629.511230
	Iteration 0F: 3 clusters Score -44995.93 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -45312.433594 Penalty: 629.511230
	Iteration 1F: 3 clusters Score -45312.43 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -45420.750000 Penalty: 629.511230
	Iteration 2F: 3 clusters Score -45420.75 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -45485.238281 Penalty: 629.511230
	Iteration 3F: 3 clusters Score -45485.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -45515.699219 Penalty: 629.511230
	Iteration 4Q: 3 clusters Score -45515.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -45542.089844 Penalty: 629.511230
	Iteration 5Q: 3 clusters Score -45542.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -45573.332031 Penalty: 629.511230
	Iteration 6Q: 3 clusters Score -45573.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -45601.500000 Penalty: 629.511230
	Iteration 7Q: 3 clusters Score -45601.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -45623.179688 Penalty: 629.511230
	Iteration 8Q: 3 clusters Score -45623.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -45640.796875 Penalty: 629.511230
	Iteration 9Q: 3 clusters Score -45640.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -45649.246094 Penalty: 629.511230
	Iteration 10Q: 3 clusters Score -45649.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -45651.738281 Penalty: 629.511230
	Iteration 11Q: 3 clusters Score -45651.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -45654.464844 Penalty: 629.511230
	Iteration 12Q: 3 clusters Score -45654.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -45658.703125 Penalty: 629.511230
	Iteration 13Q: 3 clusters Score -45658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -45661.925781 Penalty: 629.511230
	Iteration 14Q: 3 clusters Score -45661.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -45663.078125 Penalty: 629.511230
	Iteration 15Q: 3 clusters Score -45663.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -45663.164062 Penalty: 629.511230
	Iteration 16Q: 3 clusters Score -45663.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -45663.164062 Penalty: 629.511230
	Iteration 17F: 3 clusters Score -45663.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Entering Unmasked Estep 
Score: -150765.937500 Penalty: 364.922302
	Iteration 0F: 2 clusters Score -150765.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -148676.218750 Penalty: 729.844604
	Iteration 0F: 3 clusters Score -148676.2 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -149478.703125 Penalty: 729.844604
	Iteration 1F: 3 clusters Score -149478.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -149619.718750 Penalty: 729.844604
	Iteration 2F: 3 clusters Score -149619.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -149786.890625 Penalty: 729.844604
	Iteration 3F: 3 clusters Score -149786.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -149969.609375 Penalty: 729.844604
	Iteration 4F: 3 clusters Score -149969.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -150147.734375 Penalty: 729.844604
	Iteration 5F: 3 clusters Score -150147.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -150248.781250 Penalty: 729.844604
	Iteration 6Q: 3 clusters Score -150248.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -150305.468750 Penalty: 729.844604
	Iteration 7Q: 3 clusters Score -150305.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -150342.937500 Penalty: 729.844604
	Iteration 8Q: 3 clusters Score -150342.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -150375.812500 Penalty: 729.844604
	Iteration 9Q: 3 clusters Score -150375.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150402.234375 Penalty: 729.844604
	Iteration 10Q: 3 clusters Score -150402.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -150426.234375 Penalty: 729.844604
	Iteration 11Q: 3 clusters Score -150426.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -150445.484375 Penalty: 729.844604
	Iteration 12Q: 3 clusters Score -150445.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -150453.937500 Penalty: 729.844604
	Iteration 13Q: 3 clusters Score -150453.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -150461.281250 Penalty: 729.844604
	Iteration 14Q: 3 clusters Score -150461.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -150473.625000 Penalty: 729.844604
	Iteration 15Q: 3 clusters Score -150473.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -150489.234375 Penalty: 729.844604
	Iteration 16Q: 3 clusters Score -150489.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -150506.625000 Penalty: 729.844604
	Iteration 17Q: 3 clusters Score -150506.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -150521.578125 Penalty: 729.844604
	Iteration 18Q: 3 clusters Score -150521.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -150534.406250 Penalty: 729.844604
	Iteration 19Q: 3 clusters Score -150534.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -150543.171875 Penalty: 729.844604
	Iteration 20F: 3 clusters Score -150543.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -150548.531250 Penalty: 729.844604
	Iteration 21Q: 3 clusters Score -150548.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -150550.656250 Penalty: 729.844604
	Iteration 22Q: 3 clusters Score -150550.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -150552.609375 Penalty: 729.844604
	Iteration 23Q: 3 clusters Score -150552.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -150554.812500 Penalty: 729.844604
	Iteration 24Q: 3 clusters Score -150554.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -150556.187500 Penalty: 729.844604
	Iteration 25Q: 3 clusters Score -150556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150557.703125 Penalty: 729.844604
	Iteration 26Q: 3 clusters Score -150557.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -150558.359375 Penalty: 729.844604
	Iteration 27Q: 3 clusters Score -150558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -150558.421875 Penalty: 729.844604
	Iteration 28Q: 3 clusters Score -150558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -150558.593750 Penalty: 729.844604
	Iteration 29Q: 3 clusters Score -150558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -150558.921875 Penalty: 729.844604
	Iteration 30Q: 3 clusters Score -150558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -150558.921875 Penalty: 729.844604
	Iteration 31F: 3 clusters Score -150558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (228431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228431 members 
Entering Unmasked Estep 
Score: -11374971.000000 Penalty: 561.424011
	Iteration 0F: 2 clusters Score -1.137497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114568 members 
Mstep: Class 2 contains 113863 members 
Entering Unmasked Estep 
Score: -11243103.000000 Penalty: 1122.848022
	Iteration 0F: 3 clusters Score -1.12431e+07 nChanged 112613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128145 members 
Mstep: Class 2 contains 100286 members 
Entering Unmasked Estep 
Score: -11312910.000000 Penalty: 1122.848022
	Iteration 1F: 3 clusters Score -1.131291e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135439 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -11317804.000000 Penalty: 1122.848022
	Iteration 2Q: 3 clusters Score -1.13178e+07 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145981 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -11326554.000000 Penalty: 1122.848022
	Iteration 3F: 3 clusters Score -1.132655e+07 nChanged 17361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -11340696.000000 Penalty: 1122.848022
	Iteration 4F: 3 clusters Score -1.13407e+07 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171270 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -11358493.000000 Penalty: 1122.848022
	Iteration 5F: 3 clusters Score -1.135849e+07 nChanged 14501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181243 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -11370969.000000 Penalty: 1122.848022
	Iteration 6F: 3 clusters Score -1.137097e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189473 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -11376354.000000 Penalty: 1122.848022
	Iteration 7Q: 3 clusters Score -1.137635e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197454 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -11377950.000000 Penalty: 1122.848022
	Iteration 8Q: 3 clusters Score -1.137795e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205568 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -11381118.000000 Penalty: 1122.848022
	Iteration 9Q: 3 clusters Score -1.138112e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211985 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -11383251.000000 Penalty: 1122.848022
	Iteration 10Q: 3 clusters Score -1.138325e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215920 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -11383370.000000 Penalty: 1122.848022
	Iteration 11Q: 3 clusters Score -1.138337e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218249 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -11383146.000000 Penalty: 1122.848022
	Iteration 12Q: 3 clusters Score -1.138315e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219673 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -11382916.000000 Penalty: 1122.848022
	Iteration 13Q: 3 clusters Score -1.138292e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220542 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -11382901.000000 Penalty: 1122.848022
	Iteration 14Q: 3 clusters Score -1.13829e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221101 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -11382870.000000 Penalty: 1122.848022
	Iteration 15Q: 3 clusters Score -1.138287e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221422 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -11382850.000000 Penalty: 1122.848022
	Iteration 16Q: 3 clusters Score -1.138285e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221621 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -11382914.000000 Penalty: 1122.848022
	Iteration 17Q: 3 clusters Score -1.138291e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221725 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -11382909.000000 Penalty: 1122.848022
	Iteration 18Q: 3 clusters Score -1.138291e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221751 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -11382928.000000 Penalty: 1122.848022
	Iteration 19Q: 3 clusters Score -1.138293e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221751 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -11382989.000000 Penalty: 1122.848022
	Iteration 20F: 3 clusters Score -1.138299e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221725 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -11383039.000000 Penalty: 1122.848022
	Iteration 21Q: 3 clusters Score -1.138304e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221678 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -11383086.000000 Penalty: 1122.848022
	Iteration 22Q: 3 clusters Score -1.138309e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221628 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -11383109.000000 Penalty: 1122.848022
	Iteration 23Q: 3 clusters Score -1.138311e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221564 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -11383152.000000 Penalty: 1122.848022
	Iteration 24Q: 3 clusters Score -1.138315e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221500 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -11383208.000000 Penalty: 1122.848022
	Iteration 25Q: 3 clusters Score -1.138321e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221424 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -11383281.000000 Penalty: 1122.848022
	Iteration 26Q: 3 clusters Score -1.138328e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221344 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -11383336.000000 Penalty: 1122.848022
	Iteration 27Q: 3 clusters Score -1.138334e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221254 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -11383392.000000 Penalty: 1122.848022
	Iteration 28Q: 3 clusters Score -1.138339e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221156 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -11383482.000000 Penalty: 1122.848022
	Iteration 29Q: 3 clusters Score -1.138348e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221058 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -11383564.000000 Penalty: 1122.848022
	Iteration 30Q: 3 clusters Score -1.138356e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220969 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -11383641.000000 Penalty: 1122.848022
	Iteration 31Q: 3 clusters Score -1.138364e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220884 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -11383714.000000 Penalty: 1122.848022
	Iteration 32Q: 3 clusters Score -1.138371e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220795 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -11383804.000000 Penalty: 1122.848022
	Iteration 33Q: 3 clusters Score -1.13838e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220722 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -11383826.000000 Penalty: 1122.848022
	Iteration 34Q: 3 clusters Score -1.138383e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220640 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -11383891.000000 Penalty: 1122.848022
	Iteration 35Q: 3 clusters Score -1.138389e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220561 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -11383961.000000 Penalty: 1122.848022
	Iteration 36Q: 3 clusters Score -1.138396e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220480 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -11384024.000000 Penalty: 1122.848022
	Iteration 37Q: 3 clusters Score -1.138402e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220389 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -11384111.000000 Penalty: 1122.848022
	Iteration 38Q: 3 clusters Score -1.138411e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220290 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -11384213.000000 Penalty: 1122.848022
	Iteration 39Q: 3 clusters Score -1.138421e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220210 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -11384243.000000 Penalty: 1122.848022
	Iteration 40F: 3 clusters Score -1.138424e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220120 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -11384309.000000 Penalty: 1122.848022
	Iteration 41Q: 3 clusters Score -1.138431e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220026 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -11384376.000000 Penalty: 1122.848022
	Iteration 42Q: 3 clusters Score -1.138438e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219950 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -11384386.000000 Penalty: 1122.848022
	Iteration 43Q: 3 clusters Score -1.138439e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219863 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -11384411.000000 Penalty: 1122.848022
	Iteration 44Q: 3 clusters Score -1.138441e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219774 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -11384487.000000 Penalty: 1122.848022
	Iteration 45Q: 3 clusters Score -1.138449e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219694 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -11384552.000000 Penalty: 1122.848022
	Iteration 46Q: 3 clusters Score -1.138455e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219618 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -11384572.000000 Penalty: 1122.848022
	Iteration 47Q: 3 clusters Score -1.138457e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219542 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -11384600.000000 Penalty: 1122.848022
	Iteration 48Q: 3 clusters Score -1.13846e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219472 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -11384641.000000 Penalty: 1122.848022
	Iteration 49Q: 3 clusters Score -1.138464e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219395 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -11384694.000000 Penalty: 1122.848022
	Iteration 50Q: 3 clusters Score -1.138469e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219317 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -11384766.000000 Penalty: 1122.848022
	Iteration 51Q: 3 clusters Score -1.138477e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219240 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -11384815.000000 Penalty: 1122.848022
	Iteration 52Q: 3 clusters Score -1.138482e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219169 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -11384881.000000 Penalty: 1122.848022
	Iteration 53Q: 3 clusters Score -1.138488e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219122 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -11384925.000000 Penalty: 1122.848022
	Iteration 54Q: 3 clusters Score -1.138492e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219053 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -11384975.000000 Penalty: 1122.848022
	Iteration 55Q: 3 clusters Score -1.138498e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218997 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -11385016.000000 Penalty: 1122.848022
	Iteration 56Q: 3 clusters Score -1.138502e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218935 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -11385038.000000 Penalty: 1122.848022
	Iteration 57Q: 3 clusters Score -1.138504e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218872 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -11385085.000000 Penalty: 1122.848022
	Iteration 58Q: 3 clusters Score -1.138508e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218817 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -11385113.000000 Penalty: 1122.848022
	Iteration 59Q: 3 clusters Score -1.138511e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218776 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -11385125.000000 Penalty: 1122.848022
	Iteration 60F: 3 clusters Score -1.138512e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218738 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -11385159.000000 Penalty: 1122.848022
	Iteration 61Q: 3 clusters Score -1.138516e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218709 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -11385172.000000 Penalty: 1122.848022
	Iteration 62Q: 3 clusters Score -1.138517e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218675 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -11385183.000000 Penalty: 1122.848022
	Iteration 63Q: 3 clusters Score -1.138518e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218629 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -11385209.000000 Penalty: 1122.848022
	Iteration 64Q: 3 clusters Score -1.138521e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218569 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -11385223.000000 Penalty: 1122.848022
	Iteration 65Q: 3 clusters Score -1.138522e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218507 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -11385269.000000 Penalty: 1122.848022
	Iteration 66Q: 3 clusters Score -1.138527e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218440 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -11385304.000000 Penalty: 1122.848022
	Iteration 67Q: 3 clusters Score -1.13853e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218382 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -11385326.000000 Penalty: 1122.848022
	Iteration 68Q: 3 clusters Score -1.138533e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218322 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -11385346.000000 Penalty: 1122.848022
	Iteration 69Q: 3 clusters Score -1.138535e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218258 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -11385390.000000 Penalty: 1122.848022
	Iteration 70Q: 3 clusters Score -1.138539e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218184 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -11385409.000000 Penalty: 1122.848022
	Iteration 71Q: 3 clusters Score -1.138541e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218098 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -11385422.000000 Penalty: 1122.848022
	Iteration 72Q: 3 clusters Score -1.138542e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218026 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -11385452.000000 Penalty: 1122.848022
	Iteration 73Q: 3 clusters Score -1.138545e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217948 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -11385474.000000 Penalty: 1122.848022
	Iteration 74Q: 3 clusters Score -1.138547e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217853 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -11385504.000000 Penalty: 1122.848022
	Iteration 75Q: 3 clusters Score -1.13855e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217766 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -11385567.000000 Penalty: 1122.848022
	Iteration 76Q: 3 clusters Score -1.138557e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217679 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -11385595.000000 Penalty: 1122.848022
	Iteration 77Q: 3 clusters Score -1.13856e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217604 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -11385624.000000 Penalty: 1122.848022
	Iteration 78Q: 3 clusters Score -1.138562e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217535 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -11385664.000000 Penalty: 1122.848022
	Iteration 79Q: 3 clusters Score -1.138566e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217456 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -11385702.000000 Penalty: 1122.848022
	Iteration 80F: 3 clusters Score -1.13857e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217370 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -11385716.000000 Penalty: 1122.848022
	Iteration 81Q: 3 clusters Score -1.138572e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217262 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -11385766.000000 Penalty: 1122.848022
	Iteration 82Q: 3 clusters Score -1.138577e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217166 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -11385808.000000 Penalty: 1122.848022
	Iteration 83Q: 3 clusters Score -1.138581e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217071 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -11385872.000000 Penalty: 1122.848022
	Iteration 84Q: 3 clusters Score -1.138587e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216981 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -11385901.000000 Penalty: 1122.848022
	Iteration 85Q: 3 clusters Score -1.13859e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216900 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -11385895.000000 Penalty: 1122.848022
	Iteration 86Q: 3 clusters Score -1.13859e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216824 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -11385929.000000 Penalty: 1122.848022
	Iteration 87Q: 3 clusters Score -1.138593e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216752 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -11385957.000000 Penalty: 1122.848022
	Iteration 88Q: 3 clusters Score -1.138596e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216665 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -11385995.000000 Penalty: 1122.848022
	Iteration 89Q: 3 clusters Score -1.1386e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216573 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -11386042.000000 Penalty: 1122.848022
	Iteration 90Q: 3 clusters Score -1.138604e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216483 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -11386084.000000 Penalty: 1122.848022
	Iteration 91Q: 3 clusters Score -1.138608e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216395 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -11386134.000000 Penalty: 1122.848022
	Iteration 92Q: 3 clusters Score -1.138613e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216313 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -11386117.000000 Penalty: 1122.848022
	Iteration 93Q: 3 clusters Score -1.138612e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216210 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -11386179.000000 Penalty: 1122.848022
	Iteration 94Q: 3 clusters Score -1.138618e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216103 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -11386214.000000 Penalty: 1122.848022
	Iteration 95Q: 3 clusters Score -1.138621e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215999 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -11386262.000000 Penalty: 1122.848022
	Iteration 96Q: 3 clusters Score -1.138626e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215880 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -11386323.000000 Penalty: 1122.848022
	Iteration 97Q: 3 clusters Score -1.138632e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215743 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -11386357.000000 Penalty: 1122.848022
	Iteration 98Q: 3 clusters Score -1.138636e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215606 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -11386408.000000 Penalty: 1122.848022
	Iteration 99Q: 3 clusters Score -1.138641e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215461 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -11386451.000000 Penalty: 1122.848022
	Iteration 100F: 3 clusters Score -1.138645e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215331 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -11386475.000000 Penalty: 1122.848022
	Iteration 101Q: 3 clusters Score -1.138648e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215205 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -11386568.000000 Penalty: 1122.848022
	Iteration 102Q: 3 clusters Score -1.138657e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215069 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -11386638.000000 Penalty: 1122.848022
	Iteration 103Q: 3 clusters Score -1.138664e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214936 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -11386697.000000 Penalty: 1122.848022
	Iteration 104Q: 3 clusters Score -1.13867e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214813 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -11386752.000000 Penalty: 1122.848022
	Iteration 105Q: 3 clusters Score -1.138675e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214710 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -11386782.000000 Penalty: 1122.848022
	Iteration 106Q: 3 clusters Score -1.138678e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214632 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -11386797.000000 Penalty: 1122.848022
	Iteration 107Q: 3 clusters Score -1.13868e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214555 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -11386825.000000 Penalty: 1122.848022
	Iteration 108Q: 3 clusters Score -1.138682e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214479 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -11386862.000000 Penalty: 1122.848022
	Iteration 109Q: 3 clusters Score -1.138686e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214417 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -11386856.000000 Penalty: 1122.848022
	Iteration 110Q: 3 clusters Score -1.138686e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214362 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -11386851.000000 Penalty: 1122.848022
	Iteration 111Q: 3 clusters Score -1.138685e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214305 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -11386863.000000 Penalty: 1122.848022
	Iteration 112Q: 3 clusters Score -1.138686e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214250 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -11386883.000000 Penalty: 1122.848022
	Iteration 113Q: 3 clusters Score -1.138688e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214216 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -11386894.000000 Penalty: 1122.848022
	Iteration 114Q: 3 clusters Score -1.138689e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214181 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -11386906.000000 Penalty: 1122.848022
	Iteration 115Q: 3 clusters Score -1.138691e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214165 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -11386903.000000 Penalty: 1122.848022
	Iteration 116Q: 3 clusters Score -1.13869e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214143 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -11386908.000000 Penalty: 1122.848022
	Iteration 117Q: 3 clusters Score -1.138691e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214144 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -11386891.000000 Penalty: 1122.848022
	Iteration 118Q: 3 clusters Score -1.138689e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214132 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -11386892.000000 Penalty: 1122.848022
	Iteration 119Q: 3 clusters Score -1.138689e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214129 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -11386898.000000 Penalty: 1122.848022
	Iteration 120F: 3 clusters Score -1.13869e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214110 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -11386893.000000 Penalty: 1122.848022
	Iteration 121Q: 3 clusters Score -1.138689e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214113 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -11386891.000000 Penalty: 1122.848022
	Iteration 122Q: 3 clusters Score -1.138689e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214100 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -11386897.000000 Penalty: 1122.848022
	Iteration 123Q: 3 clusters Score -1.13869e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214100 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -11386893.000000 Penalty: 1122.848022
	Iteration 124Q: 3 clusters Score -1.138689e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214104 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -11386893.000000 Penalty: 1122.848022
	Iteration 125Q: 3 clusters Score -1.138689e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214111 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -11386876.000000 Penalty: 1122.848022
	Iteration 126Q: 3 clusters Score -1.138688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214115 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -11386879.000000 Penalty: 1122.848022
	Iteration 127Q: 3 clusters Score -1.138688e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214121 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -11386882.000000 Penalty: 1122.848022
	Iteration 128Q: 3 clusters Score -1.138688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214127 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -11386876.000000 Penalty: 1122.848022
	Iteration 129Q: 3 clusters Score -1.138688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214132 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -11386874.000000 Penalty: 1122.848022
	Iteration 130Q: 3 clusters Score -1.138687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214149 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -11386874.000000 Penalty: 1122.848022
	Iteration 131Q: 3 clusters Score -1.138687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214164 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -11386857.000000 Penalty: 1122.848022
	Iteration 132Q: 3 clusters Score -1.138686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214181 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -11386838.000000 Penalty: 1122.848022
	Iteration 133Q: 3 clusters Score -1.138684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214180 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -11386834.000000 Penalty: 1122.848022
	Iteration 134Q: 3 clusters Score -1.138683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214180 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -11386819.000000 Penalty: 1122.848022
	Iteration 135Q: 3 clusters Score -1.138682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214179 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -11386820.000000 Penalty: 1122.848022
	Iteration 136Q: 3 clusters Score -1.138682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214180 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -11386812.000000 Penalty: 1122.848022
	Iteration 137Q: 3 clusters Score -1.138681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214181 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -11386795.000000 Penalty: 1122.848022
	Iteration 138Q: 3 clusters Score -1.13868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214187 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -11386796.000000 Penalty: 1122.848022
	Iteration 139Q: 3 clusters Score -1.13868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214196 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -11386790.000000 Penalty: 1122.848022
	Iteration 140F: 3 clusters Score -1.138679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214207 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -11386798.000000 Penalty: 1122.848022
	Iteration 141Q: 3 clusters Score -1.13868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214216 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -11386790.000000 Penalty: 1122.848022
	Iteration 142Q: 3 clusters Score -1.138679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214227 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -11386771.000000 Penalty: 1122.848022
	Iteration 143Q: 3 clusters Score -1.138677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214227 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -11386763.000000 Penalty: 1122.848022
	Iteration 144Q: 3 clusters Score -1.138676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214235 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -11386761.000000 Penalty: 1122.848022
	Iteration 145Q: 3 clusters Score -1.138676e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214254 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -11386762.000000 Penalty: 1122.848022
	Iteration 146Q: 3 clusters Score -1.138676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214257 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -11386767.000000 Penalty: 1122.848022
	Iteration 147Q: 3 clusters Score -1.138677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214255 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -11386771.000000 Penalty: 1122.848022
	Iteration 148Q: 3 clusters Score -1.138677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214261 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -11386774.000000 Penalty: 1122.848022
	Iteration 149Q: 3 clusters Score -1.138677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214263 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -11386766.000000 Penalty: 1122.848022
	Iteration 150Q: 3 clusters Score -1.138677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214267 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -11386759.000000 Penalty: 1122.848022
	Iteration 151Q: 3 clusters Score -1.138676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214266 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -11386756.000000 Penalty: 1122.848022
	Iteration 152Q: 3 clusters Score -1.138676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214261 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -11386750.000000 Penalty: 1122.848022
	Iteration 153Q: 3 clusters Score -1.138675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214263 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -11386767.000000 Penalty: 1122.848022
	Iteration 154Q: 3 clusters Score -1.138677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214269 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -11386780.000000 Penalty: 1122.848022
	Iteration 155Q: 3 clusters Score -1.138678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214278 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -11386788.000000 Penalty: 1122.848022
	Iteration 156Q: 3 clusters Score -1.138679e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214271 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -11386773.000000 Penalty: 1122.848022
	Iteration 157Q: 3 clusters Score -1.138677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214264 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -11386772.000000 Penalty: 1122.848022
	Iteration 158Q: 3 clusters Score -1.138677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214252 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -11386784.000000 Penalty: 1122.848022
	Iteration 159Q: 3 clusters Score -1.138678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214251 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -11386789.000000 Penalty: 1122.848022
	Iteration 160F: 3 clusters Score -1.138679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214236 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -11386790.000000 Penalty: 1122.848022
	Iteration 161Q: 3 clusters Score -1.138679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214226 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -11386801.000000 Penalty: 1122.848022
	Iteration 162Q: 3 clusters Score -1.13868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214215 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -11386814.000000 Penalty: 1122.848022
	Iteration 163Q: 3 clusters Score -1.138681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214211 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -11386815.000000 Penalty: 1122.848022
	Iteration 164Q: 3 clusters Score -1.138682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214204 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -11386824.000000 Penalty: 1122.848022
	Iteration 165Q: 3 clusters Score -1.138682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214205 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -11386823.000000 Penalty: 1122.848022
	Iteration 166Q: 3 clusters Score -1.138682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214205 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -11386830.000000 Penalty: 1122.848022
	Iteration 167Q: 3 clusters Score -1.138683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214198 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -11386825.000000 Penalty: 1122.848022
	Iteration 168Q: 3 clusters Score -1.138682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214197 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -11386827.000000 Penalty: 1122.848022
	Iteration 169Q: 3 clusters Score -1.138683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214188 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -11386821.000000 Penalty: 1122.848022
	Iteration 170Q: 3 clusters Score -1.138682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214181 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -11386837.000000 Penalty: 1122.848022
	Iteration 171Q: 3 clusters Score -1.138684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214175 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -11386851.000000 Penalty: 1122.848022
	Iteration 172Q: 3 clusters Score -1.138685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214163 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -11386858.000000 Penalty: 1122.848022
	Iteration 173Q: 3 clusters Score -1.138686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214163 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -11386857.000000 Penalty: 1122.848022
	Iteration 174Q: 3 clusters Score -1.138686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214160 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -11386875.000000 Penalty: 1122.848022
	Iteration 175Q: 3 clusters Score -1.138688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214148 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -11386883.000000 Penalty: 1122.848022
	Iteration 176Q: 3 clusters Score -1.138688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214140 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -11386885.000000 Penalty: 1122.848022
	Iteration 177Q: 3 clusters Score -1.138688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214133 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -11386883.000000 Penalty: 1122.848022
	Iteration 178Q: 3 clusters Score -1.138688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214134 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -11386890.000000 Penalty: 1122.848022
	Iteration 179Q: 3 clusters Score -1.138689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -11386891.000000 Penalty: 1122.848022
	Iteration 180F: 3 clusters Score -1.138689e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214126 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -11386897.000000 Penalty: 1122.848022
	Iteration 181Q: 3 clusters Score -1.13869e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214130 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -11386882.000000 Penalty: 1122.848022
	Iteration 182Q: 3 clusters Score -1.138688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214127 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -11386882.000000 Penalty: 1122.848022
	Iteration 183Q: 3 clusters Score -1.138688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214130 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -11386865.000000 Penalty: 1122.848022
	Iteration 184Q: 3 clusters Score -1.138686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214135 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -11386860.000000 Penalty: 1122.848022
	Iteration 185Q: 3 clusters Score -1.138686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214143 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -11386871.000000 Penalty: 1122.848022
	Iteration 186Q: 3 clusters Score -1.138687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214141 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -11386877.000000 Penalty: 1122.848022
	Iteration 187Q: 3 clusters Score -1.138688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214141 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -11386872.000000 Penalty: 1122.848022
	Iteration 188Q: 3 clusters Score -1.138687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214144 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -11386863.000000 Penalty: 1122.848022
	Iteration 189Q: 3 clusters Score -1.138686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214144 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -11386866.000000 Penalty: 1122.848022
	Iteration 190Q: 3 clusters Score -1.138687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214140 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -11386873.000000 Penalty: 1122.848022
	Iteration 191Q: 3 clusters Score -1.138687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214133 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -11386876.000000 Penalty: 1122.848022
	Iteration 192Q: 3 clusters Score -1.138688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214129 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -11386883.000000 Penalty: 1122.848022
	Iteration 193Q: 3 clusters Score -1.138688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214127 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -11386878.000000 Penalty: 1122.848022
	Iteration 194Q: 3 clusters Score -1.138688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214129 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -11386877.000000 Penalty: 1122.848022
	Iteration 195Q: 3 clusters Score -1.138688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -11386881.000000 Penalty: 1122.848022
	Iteration 196Q: 3 clusters Score -1.138688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214126 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -11386885.000000 Penalty: 1122.848022
	Iteration 197Q: 3 clusters Score -1.138688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214120 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -11386881.000000 Penalty: 1122.848022
	Iteration 198Q: 3 clusters Score -1.138688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214117 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -11386878.000000 Penalty: 1122.848022
	Iteration 199Q: 3 clusters Score -1.138688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214116 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -11386869.000000 Penalty: 1122.848022
	Iteration 200F: 3 clusters Score -1.138687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214117 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -11386872.000000 Penalty: 1122.848022
	Iteration 201Q: 3 clusters Score -1.138687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214118 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -11386875.000000 Penalty: 1122.848022
	Iteration 202Q: 3 clusters Score -1.138688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214117 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -11386870.000000 Penalty: 1122.848022
	Iteration 203Q: 3 clusters Score -1.138687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214113 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -11386883.000000 Penalty: 1122.848022
	Iteration 204Q: 3 clusters Score -1.138688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214111 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -11386883.000000 Penalty: 1122.848022
	Iteration 205Q: 3 clusters Score -1.138688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214108 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -11386880.000000 Penalty: 1122.848022
	Iteration 206Q: 3 clusters Score -1.138688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214110 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -11386882.000000 Penalty: 1122.848022
	Iteration 207Q: 3 clusters Score -1.138688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214110 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -11386889.000000 Penalty: 1122.848022
	Iteration 208Q: 3 clusters Score -1.138689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214113 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -11386877.000000 Penalty: 1122.848022
	Iteration 209Q: 3 clusters Score -1.138688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214121 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -11386863.000000 Penalty: 1122.848022
	Iteration 210Q: 3 clusters Score -1.138686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214122 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -11386865.000000 Penalty: 1122.848022
	Iteration 211Q: 3 clusters Score -1.138686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214124 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -11386864.000000 Penalty: 1122.848022
	Iteration 212Q: 3 clusters Score -1.138686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214124 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -11386860.000000 Penalty: 1122.848022
	Iteration 213Q: 3 clusters Score -1.138686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214125 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -11386857.000000 Penalty: 1122.848022
	Iteration 214Q: 3 clusters Score -1.138686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214126 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -11386863.000000 Penalty: 1122.848022
	Iteration 215Q: 3 clusters Score -1.138686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -11386861.000000 Penalty: 1122.848022
	Iteration 216Q: 3 clusters Score -1.138686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -11386861.000000 Penalty: 1122.848022
	Iteration 217F: 3 clusters Score -1.138686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99810 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 216531 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 56484 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 10014 members 
Mstep: Class 16 contains 58304 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 54023 members 
Mstep: Class 19 contains 75381 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93165 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 214128 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94023 members 
Mstep: Class 29 contains 33873 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 14303 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 42627 members 
Mstep: Class 40 contains 92379 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 139621 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8667 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1021 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 169768 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 8733 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 61781 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11659 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 29253 members 
Mstep: Class 65 contains 103426 members 
Mstep: Class 66 contains 120289 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18968 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90717264.000000 Penalty: 50111.023438
Splitting cluster 24 changes total score from -90711968.000000 to -90717264.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 25 (19115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Entering Unmasked Estep 
Score: -901962.375000 Penalty: 448.549408
	Iteration 0F: 2 clusters Score -901962.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -889176.750000 Penalty: 897.098816
	Iteration 0F: 3 clusters Score -889176.8 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -894173.937500 Penalty: 897.098816
	Iteration 1F: 3 clusters Score -894173.9 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -894480.250000 Penalty: 897.098816
	Iteration 2Q: 3 clusters Score -894480.2 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -894865.625000 Penalty: 897.098816
	Iteration 3F: 3 clusters Score -894865.6 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -895382.562500 Penalty: 897.098816
	Iteration 4F: 3 clusters Score -895382.6 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -895955.625000 Penalty: 897.098816
	Iteration 5F: 3 clusters Score -895955.6 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -896572.937500 Penalty: 897.098816
	Iteration 6F: 3 clusters Score -896572.9 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -897237.625000 Penalty: 897.098816
	Iteration 7F: 3 clusters Score -897237.6 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -898016.000000 Penalty: 897.098816
	Iteration 8F: 3 clusters Score -898016 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -898933.937500 Penalty: 897.098816
	Iteration 9F: 3 clusters Score -898933.9 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -899849.250000 Penalty: 897.098816
	Iteration 10F: 3 clusters Score -899849.2 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -900596.187500 Penalty: 897.098816
	Iteration 11Q: 3 clusters Score -900596.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -901152.562500 Penalty: 897.098816
	Iteration 12Q: 3 clusters Score -901152.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -901438.312500 Penalty: 897.098816
	Iteration 13Q: 3 clusters Score -901438.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -901578.125000 Penalty: 897.098816
	Iteration 14Q: 3 clusters Score -901578.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -901666.812500 Penalty: 897.098816
	Iteration 15Q: 3 clusters Score -901666.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -901702.000000 Penalty: 897.098816
	Iteration 16Q: 3 clusters Score -901702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -901725.125000 Penalty: 897.098816
	Iteration 17Q: 3 clusters Score -901725.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -901749.187500 Penalty: 897.098816
	Iteration 18Q: 3 clusters Score -901749.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -901767.437500 Penalty: 897.098816
	Iteration 19Q: 3 clusters Score -901767.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -901772.750000 Penalty: 897.098816
	Iteration 20F: 3 clusters Score -901772.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -901778.250000 Penalty: 897.098816
	Iteration 21Q: 3 clusters Score -901778.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -901784.750000 Penalty: 897.098816
	Iteration 22Q: 3 clusters Score -901784.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -901791.875000 Penalty: 897.098816
	Iteration 23Q: 3 clusters Score -901791.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -901799.875000 Penalty: 897.098816
	Iteration 24Q: 3 clusters Score -901799.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -901805.250000 Penalty: 897.098816
	Iteration 25Q: 3 clusters Score -901805.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -901810.500000 Penalty: 897.098816
	Iteration 26Q: 3 clusters Score -901810.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -901813.375000 Penalty: 897.098816
	Iteration 27Q: 3 clusters Score -901813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -901815.625000 Penalty: 897.098816
	Iteration 28Q: 3 clusters Score -901815.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -901818.375000 Penalty: 897.098816
	Iteration 29Q: 3 clusters Score -901818.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -901820.937500 Penalty: 897.098816
	Iteration 30Q: 3 clusters Score -901820.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -901824.687500 Penalty: 897.098816
	Iteration 31Q: 3 clusters Score -901824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -901835.000000 Penalty: 897.098816
	Iteration 32Q: 3 clusters Score -901835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -901837.312500 Penalty: 897.098816
	Iteration 33Q: 3 clusters Score -901837.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -901844.750000 Penalty: 897.098816
	Iteration 34Q: 3 clusters Score -901844.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -901849.312500 Penalty: 897.098816
	Iteration 35Q: 3 clusters Score -901849.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -901851.875000 Penalty: 897.098816
	Iteration 36Q: 3 clusters Score -901851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -901853.125000 Penalty: 897.098816
	Iteration 37Q: 3 clusters Score -901853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -901856.750000 Penalty: 897.098816
	Iteration 38Q: 3 clusters Score -901856.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -901865.750000 Penalty: 897.098816
	Iteration 39Q: 3 clusters Score -901865.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -901870.125000 Penalty: 897.098816
	Iteration 40F: 3 clusters Score -901870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -901872.875000 Penalty: 897.098816
	Iteration 41Q: 3 clusters Score -901872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -901873.187500 Penalty: 897.098816
	Iteration 42Q: 3 clusters Score -901873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -901873.187500 Penalty: 897.098816
	Iteration 43F: 3 clusters Score -901873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Entering Unmasked Estep 
Score: -346375.156250 Penalty: 404.249756
	Iteration 0F: 2 clusters Score -346375.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -341616.718750 Penalty: 808.499512
	Iteration 0F: 3 clusters Score -341616.7 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -343385.375000 Penalty: 808.499512
	Iteration 1F: 3 clusters Score -343385.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -343581.562500 Penalty: 808.499512
	Iteration 2F: 3 clusters Score -343581.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -343846.750000 Penalty: 808.499512
	Iteration 3F: 3 clusters Score -343846.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -344226.093750 Penalty: 808.499512
	Iteration 4F: 3 clusters Score -344226.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -344640.312500 Penalty: 808.499512
	Iteration 5F: 3 clusters Score -344640.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -345052.937500 Penalty: 808.499512
	Iteration 6F: 3 clusters Score -345052.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -345461.156250 Penalty: 808.499512
	Iteration 7F: 3 clusters Score -345461.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -345754.406250 Penalty: 808.499512
	Iteration 8Q: 3 clusters Score -345754.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -345881.687500 Penalty: 808.499512
	Iteration 9Q: 3 clusters Score -345881.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -345936.312500 Penalty: 808.499512
	Iteration 10Q: 3 clusters Score -345936.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -345962.468750 Penalty: 808.499512
	Iteration 11Q: 3 clusters Score -345962.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -345980.500000 Penalty: 808.499512
	Iteration 12Q: 3 clusters Score -345980.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -345988.187500 Penalty: 808.499512
	Iteration 13Q: 3 clusters Score -345988.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -345993.937500 Penalty: 808.499512
	Iteration 14Q: 3 clusters Score -345993.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -345997.750000 Penalty: 808.499512
	Iteration 15Q: 3 clusters Score -345997.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -346001.437500 Penalty: 808.499512
	Iteration 16Q: 3 clusters Score -346001.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -346004.531250 Penalty: 808.499512
	Iteration 17Q: 3 clusters Score -346004.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -346008.156250 Penalty: 808.499512
	Iteration 18Q: 3 clusters Score -346008.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -346013.000000 Penalty: 808.499512
	Iteration 19Q: 3 clusters Score -346013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -346021.187500 Penalty: 808.499512
	Iteration 20F: 3 clusters Score -346021.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -346026.531250 Penalty: 808.499512
	Iteration 21Q: 3 clusters Score -346026.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -346028.531250 Penalty: 808.499512
	Iteration 22Q: 3 clusters Score -346028.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -346029.375000 Penalty: 808.499512
	Iteration 23Q: 3 clusters Score -346029.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -346029.875000 Penalty: 808.499512
	Iteration 24Q: 3 clusters Score -346029.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -346031.968750 Penalty: 808.499512
	Iteration 25Q: 3 clusters Score -346032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -346032.000000 Penalty: 808.499512
	Iteration 26Q: 3 clusters Score -346032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -346032.156250 Penalty: 808.499512
	Iteration 27Q: 3 clusters Score -346032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -346032.218750 Penalty: 808.499512
	Iteration 28Q: 3 clusters Score -346032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -346032.218750 Penalty: 808.499512
	Iteration 29F: 3 clusters Score -346032.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -25989.945312 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -25989.95 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 257 members 
Entering Unmasked Estep 
Score: -25497.818359 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -25497.82 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -25611.619141 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -25611.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25649.675781 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -25649.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25675.212891 Penalty: 562.945007
	Iteration 3F: 3 clusters Score -25675.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -25694.937500 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -25694.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25703.761719 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -25703.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25707.335938 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -25707.34 nChanged 5
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: -25713.369141 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -25713.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25716.308594 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -25716.31 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: -25720.478516 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -25720.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25726.046875 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -25726.05 nChanged 5
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: -25731.355469 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -25731.36 nChanged 12
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: -25740.699219 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -25740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -25750.462891 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -25750.46 nChanged 7
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: -25755.998047 Penalty: 562.945007
	Iteration 14Q: 3 clusters Score -25756 nChanged 5
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: -25758.931641 Penalty: 562.945007
	Iteration 15Q: 3 clusters Score -25758.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25762.470703 Penalty: 562.945007
	Iteration 16Q: 3 clusters Score -25762.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25777.880859 Penalty: 562.945007
	Iteration 17Q: 3 clusters Score -25777.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25788.906250 Penalty: 562.945007
	Iteration 18Q: 3 clusters Score -25788.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25797.906250 Penalty: 562.945007
	Iteration 19Q: 3 clusters Score -25797.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25803.375000 Penalty: 562.945007
	Iteration 20F: 3 clusters Score -25803.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25807.957031 Penalty: 562.945007
	Iteration 21Q: 3 clusters Score -25807.96 nChanged 4
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: -25810.160156 Penalty: 562.945007
	Iteration 22Q: 3 clusters Score -25810.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25810.617188 Penalty: 562.945007
	Iteration 23Q: 3 clusters Score -25810.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25810.617188 Penalty: 562.945007
	Iteration 24F: 3 clusters Score -25810.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -4602676.000000 Penalty: 521.033936
	Iteration 0F: 2 clusters Score -4602676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -4539178.500000 Penalty: 1042.067871
	Iteration 0F: 3 clusters Score -4539178 nChanged 46204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -4567523.000000 Penalty: 1042.067871
	Iteration 1F: 3 clusters Score -4567523 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -4569058.500000 Penalty: 1042.067871
	Iteration 2Q: 3 clusters Score -4569058 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -4571594.500000 Penalty: 1042.067871
	Iteration 3F: 3 clusters Score -4571594 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -4575861.000000 Penalty: 1042.067871
	Iteration 4F: 3 clusters Score -4575861 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -4582423.500000 Penalty: 1042.067871
	Iteration 5F: 3 clusters Score -4582424 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -4588741.500000 Penalty: 1042.067871
	Iteration 6F: 3 clusters Score -4588742 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -4592350.000000 Penalty: 1042.067871
	Iteration 7F: 3 clusters Score -4592350 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -4594895.500000 Penalty: 1042.067871
	Iteration 8Q: 3 clusters Score -4594896 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -4597298.000000 Penalty: 1042.067871
	Iteration 9Q: 3 clusters Score -4597298 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4599291.500000 Penalty: 1042.067871
	Iteration 10Q: 3 clusters Score -4599292 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -4600639.000000 Penalty: 1042.067871
	Iteration 11Q: 3 clusters Score -4600639 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -4601434.500000 Penalty: 1042.067871
	Iteration 12Q: 3 clusters Score -4601434 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -4601808.000000 Penalty: 1042.067871
	Iteration 13Q: 3 clusters Score -4601808 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -4602012.000000 Penalty: 1042.067871
	Iteration 14Q: 3 clusters Score -4602012 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -4602075.500000 Penalty: 1042.067871
	Iteration 15Q: 3 clusters Score -4602076 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -4602124.500000 Penalty: 1042.067871
	Iteration 16Q: 3 clusters Score -4602124 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4602159.000000 Penalty: 1042.067871
	Iteration 17Q: 3 clusters Score -4602159 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -4602160.500000 Penalty: 1042.067871
	Iteration 18Q: 3 clusters Score -4602160 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -4602169.500000 Penalty: 1042.067871
	Iteration 19Q: 3 clusters Score -4602170 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -4602160.500000 Penalty: 1042.067871
	Iteration 20F: 3 clusters Score -4602160 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -4602182.000000 Penalty: 1042.067871
	Iteration 21Q: 3 clusters Score -4602182 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -4602187.000000 Penalty: 1042.067871
	Iteration 22Q: 3 clusters Score -4602187 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -4602184.500000 Penalty: 1042.067871
	Iteration 23Q: 3 clusters Score -4602184 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -4602213.500000 Penalty: 1042.067871
	Iteration 24Q: 3 clusters Score -4602214 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -4602225.000000 Penalty: 1042.067871
	Iteration 25Q: 3 clusters Score -4602225 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -4602232.000000 Penalty: 1042.067871
	Iteration 26Q: 3 clusters Score -4602232 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -4602229.500000 Penalty: 1042.067871
	Iteration 27Q: 3 clusters Score -4602230 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -4602240.000000 Penalty: 1042.067871
	Iteration 28Q: 3 clusters Score -4602240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -4602257.500000 Penalty: 1042.067871
	Iteration 29Q: 3 clusters Score -4602258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -4602246.500000 Penalty: 1042.067871
	Iteration 30Q: 3 clusters Score -4602246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -4602242.500000 Penalty: 1042.067871
	Iteration 31Q: 3 clusters Score -4602242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -4602234.000000 Penalty: 1042.067871
	Iteration 32Q: 3 clusters Score -4602234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -4602232.500000 Penalty: 1042.067871
	Iteration 33Q: 3 clusters Score -4602232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -4602232.000000 Penalty: 1042.067871
	Iteration 34Q: 3 clusters Score -4602232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -4602219.500000 Penalty: 1042.067871
	Iteration 35Q: 3 clusters Score -4602220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -4602235.000000 Penalty: 1042.067871
	Iteration 36Q: 3 clusters Score -4602235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -4602221.500000 Penalty: 1042.067871
	Iteration 37Q: 3 clusters Score -4602222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -4602208.500000 Penalty: 1042.067871
	Iteration 38Q: 3 clusters Score -4602208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -4602205.500000 Penalty: 1042.067871
	Iteration 39Q: 3 clusters Score -4602206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -4602206.500000 Penalty: 1042.067871
	Iteration 40F: 3 clusters Score -4602206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -4602204.000000 Penalty: 1042.067871
	Iteration 41Q: 3 clusters Score -4602204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -4602209.000000 Penalty: 1042.067871
	Iteration 42Q: 3 clusters Score -4602209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -4602208.500000 Penalty: 1042.067871
	Iteration 43Q: 3 clusters Score -4602208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -4602208.000000 Penalty: 1042.067871
	Iteration 44Q: 3 clusters Score -4602208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -4602199.500000 Penalty: 1042.067871
	Iteration 45Q: 3 clusters Score -4602200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -4602203.500000 Penalty: 1042.067871
	Iteration 46Q: 3 clusters Score -4602204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -4602205.000000 Penalty: 1042.067871
	Iteration 47Q: 3 clusters Score -4602205 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -4602205.000000 Penalty: 1042.067871
	Iteration 48Q: 3 clusters Score -4602205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -4602199.000000 Penalty: 1042.067871
	Iteration 49Q: 3 clusters Score -4602199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -4602204.000000 Penalty: 1042.067871
	Iteration 50Q: 3 clusters Score -4602204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -4602204.000000 Penalty: 1042.067871
	Iteration 51Q: 3 clusters Score -4602204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -4602204.000000 Penalty: 1042.067871
	Iteration 52Q: 3 clusters Score -4602204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -4602202.000000 Penalty: 1042.067871
	Iteration 53Q: 3 clusters Score -4602202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -4602199.000000 Penalty: 1042.067871
	Iteration 54Q: 3 clusters Score -4602199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -4602201.500000 Penalty: 1042.067871
	Iteration 55Q: 3 clusters Score -4602202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -4602203.000000 Penalty: 1042.067871
	Iteration 56Q: 3 clusters Score -4602203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -4602207.500000 Penalty: 1042.067871
	Iteration 57Q: 3 clusters Score -4602208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -4602206.000000 Penalty: 1042.067871
	Iteration 58Q: 3 clusters Score -4602206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -4602211.000000 Penalty: 1042.067871
	Iteration 59Q: 3 clusters Score -4602211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -4602210.500000 Penalty: 1042.067871
	Iteration 60F: 3 clusters Score -4602210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -4602219.000000 Penalty: 1042.067871
	Iteration 61Q: 3 clusters Score -4602219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -4602220.500000 Penalty: 1042.067871
	Iteration 62Q: 3 clusters Score -4602220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -4602224.500000 Penalty: 1042.067871
	Iteration 63Q: 3 clusters Score -4602224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -4602230.000000 Penalty: 1042.067871
	Iteration 64Q: 3 clusters Score -4602230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -4602231.500000 Penalty: 1042.067871
	Iteration 65Q: 3 clusters Score -4602232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -4602233.500000 Penalty: 1042.067871
	Iteration 66Q: 3 clusters Score -4602234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -4602238.000000 Penalty: 1042.067871
	Iteration 67Q: 3 clusters Score -4602238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -4602247.000000 Penalty: 1042.067871
	Iteration 68Q: 3 clusters Score -4602247 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -4602246.500000 Penalty: 1042.067871
	Iteration 69Q: 3 clusters Score -4602246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -4602238.500000 Penalty: 1042.067871
	Iteration 70Q: 3 clusters Score -4602238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -4602239.500000 Penalty: 1042.067871
	Iteration 71Q: 3 clusters Score -4602240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -4602244.500000 Penalty: 1042.067871
	Iteration 72Q: 3 clusters Score -4602244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -4602244.500000 Penalty: 1042.067871
	Iteration 73Q: 3 clusters Score -4602244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -4602247.500000 Penalty: 1042.067871
	Iteration 74Q: 3 clusters Score -4602248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -4602239.500000 Penalty: 1042.067871
	Iteration 75Q: 3 clusters Score -4602240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -4602243.500000 Penalty: 1042.067871
	Iteration 76Q: 3 clusters Score -4602244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -4602253.500000 Penalty: 1042.067871
	Iteration 77Q: 3 clusters Score -4602254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -4602261.500000 Penalty: 1042.067871
	Iteration 78Q: 3 clusters Score -4602262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -4602259.000000 Penalty: 1042.067871
	Iteration 79Q: 3 clusters Score -4602259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -4602260.000000 Penalty: 1042.067871
	Iteration 80F: 3 clusters Score -4602260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -4602255.000000 Penalty: 1042.067871
	Iteration 81Q: 3 clusters Score -4602255 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -4602259.500000 Penalty: 1042.067871
	Iteration 82Q: 3 clusters Score -4602260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -4602260.000000 Penalty: 1042.067871
	Iteration 83Q: 3 clusters Score -4602260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -4602249.500000 Penalty: 1042.067871
	Iteration 84Q: 3 clusters Score -4602250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -4602246.500000 Penalty: 1042.067871
	Iteration 85Q: 3 clusters Score -4602246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -4602255.000000 Penalty: 1042.067871
	Iteration 86Q: 3 clusters Score -4602255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -4602257.500000 Penalty: 1042.067871
	Iteration 87Q: 3 clusters Score -4602258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -4602249.000000 Penalty: 1042.067871
	Iteration 88Q: 3 clusters Score -4602249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -4602253.000000 Penalty: 1042.067871
	Iteration 89Q: 3 clusters Score -4602253 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -4602260.500000 Penalty: 1042.067871
	Iteration 90Q: 3 clusters Score -4602260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -4602267.000000 Penalty: 1042.067871
	Iteration 91Q: 3 clusters Score -4602267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -4602268.000000 Penalty: 1042.067871
	Iteration 92Q: 3 clusters Score -4602268 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4602269 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48590 members 
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Entering Unmasked Estep 
Score: -4602269.500000 Penalty: 1042.067871
	Iteration 94Q: 3 clusters Score -4602270 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48546 members 
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Entering Unmasked Estep 
Score: -4602274.000000 Penalty: 1042.067871
	Iteration 95Q: 3 clusters Score -4602274 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -4602259.500000 Penalty: 1042.067871
	Iteration 96Q: 3 clusters Score -4602260 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -4602255.000000 Penalty: 1042.067871
	Iteration 97Q: 3 clusters Score -4602255 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -4602256.000000 Penalty: 1042.067871
	Iteration 98Q: 3 clusters Score -4602256 nChanged 24
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Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4602268 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -4602274.500000 Penalty: 1042.067871
	Iteration 100F: 3 clusters Score -4602274 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -4602272.000000 Penalty: 1042.067871
	Iteration 101Q: 3 clusters Score -4602272 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4602275 nChanged 25
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Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -4602278.500000 Penalty: 1042.067871
	Iteration 103Q: 3 clusters Score -4602278 nChanged 21
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Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4602274 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48274 members 
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Entering Unmasked Estep 
Score: -4602265.000000 Penalty: 1042.067871
	Iteration 105Q: 3 clusters Score -4602265 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4602267 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -4602263.500000 Penalty: 1042.067871
	Iteration 107Q: 3 clusters Score -4602264 nChanged 7
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Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -4602261.500000 Penalty: 1042.067871
	Iteration 108Q: 3 clusters Score -4602262 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4602259 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4602264 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -4602260.500000 Penalty: 1042.067871
	Iteration 111Q: 3 clusters Score -4602260 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -4602256.500000 Penalty: 1042.067871
	Iteration 112Q: 3 clusters Score -4602256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -4602256.000000 Penalty: 1042.067871
	Iteration 113Q: 3 clusters Score -4602256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -4602254.500000 Penalty: 1042.067871
	Iteration 114Q: 3 clusters Score -4602254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -4602253.500000 Penalty: 1042.067871
	Iteration 115Q: 3 clusters Score -4602254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -4602253.500000 Penalty: 1042.067871
	Iteration 116F: 3 clusters Score -4602254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (33873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Entering Unmasked Estep 
Score: -1684063.875000 Penalty: 474.581970
	Iteration 0F: 2 clusters Score -1684064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1661300.375000 Penalty: 949.163940
	Iteration 0F: 3 clusters Score -1661300 nChanged 16463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1671846.125000 Penalty: 949.163940
	Iteration 1F: 3 clusters Score -1671846 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1672904.125000 Penalty: 949.163940
	Iteration 2F: 3 clusters Score -1672904 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1674423.125000 Penalty: 949.163940
	Iteration 3F: 3 clusters Score -1674423 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1676391.000000 Penalty: 949.163940
	Iteration 4F: 3 clusters Score -1676391 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -1678045.250000 Penalty: 949.163940
	Iteration 5F: 3 clusters Score -1678045 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1678861.500000 Penalty: 949.163940
	Iteration 6Q: 3 clusters Score -1678862 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1679225.625000 Penalty: 949.163940
	Iteration 7Q: 3 clusters Score -1679226 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1679440.250000 Penalty: 949.163940
	Iteration 8Q: 3 clusters Score -1679440 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -1679597.500000 Penalty: 949.163940
	Iteration 9Q: 3 clusters Score -1679598 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -1679788.375000 Penalty: 949.163940
	Iteration 10Q: 3 clusters Score -1679788 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -1679988.000000 Penalty: 949.163940
	Iteration 11Q: 3 clusters Score -1679988 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1680223.125000 Penalty: 949.163940
	Iteration 12Q: 3 clusters Score -1680223 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1680500.125000 Penalty: 949.163940
	Iteration 13Q: 3 clusters Score -1680500 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1680788.375000 Penalty: 949.163940
	Iteration 14Q: 3 clusters Score -1680788 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1681037.125000 Penalty: 949.163940
	Iteration 15Q: 3 clusters Score -1681037 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -1681301.125000 Penalty: 949.163940
	Iteration 16Q: 3 clusters Score -1681301 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -1681676.875000 Penalty: 949.163940
	Iteration 17Q: 3 clusters Score -1681677 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -1682203.500000 Penalty: 949.163940
	Iteration 18Q: 3 clusters Score -1682204 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -1683018.500000 Penalty: 949.163940
	Iteration 19Q: 3 clusters Score -1683018 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -1684055.750000 Penalty: 949.163940
	Iteration 20F: 3 clusters Score -1684056 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -1684828.250000 Penalty: 949.163940
	Iteration 21Q: 3 clusters Score -1684828 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -1685078.750000 Penalty: 949.163940
	Iteration 22Q: 3 clusters Score -1685079 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -1685138.000000 Penalty: 949.163940
	Iteration 23Q: 3 clusters Score -1685138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -1685148.500000 Penalty: 949.163940
	Iteration 24Q: 3 clusters Score -1685148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -1685148.625000 Penalty: 949.163940
	Iteration 25Q: 3 clusters Score -1685149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -1685143.250000 Penalty: 949.163940
	Iteration 26Q: 3 clusters Score -1685143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -1685145.750000 Penalty: 949.163940
	Iteration 27Q: 3 clusters Score -1685146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -1685144.375000 Penalty: 949.163940
	Iteration 28Q: 3 clusters Score -1685144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -1685145.625000 Penalty: 949.163940
	Iteration 29Q: 3 clusters Score -1685146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -1685147.000000 Penalty: 949.163940
	Iteration 30Q: 3 clusters Score -1685147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -1685147.000000 Penalty: 949.163940
	Iteration 31F: 3 clusters Score -1685147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99810 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 216531 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 56484 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 10014 members 
Mstep: Class 16 contains 58304 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 54023 members 
Mstep: Class 19 contains 75381 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93165 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 214128 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94023 members 
Mstep: Class 29 contains 10702 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 14303 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 42627 members 
Mstep: Class 40 contains 92379 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 139621 members 
Mstep: Class 43 contains 562 members 
Mstep: Class 44 contains 8667 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1021 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 23171 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 169768 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 8733 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 61781 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11659 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 29253 members 
Mstep: Class 65 contains 103426 members 
Mstep: Class 66 contains 120289 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18968 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90718008.000000 Penalty: 50770.378906
Splitting cluster 29 changes total score from -90711968.000000 to -90718008.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -15409.646484 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -15409.65 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 223 members 
Entering Unmasked Estep 
Score: -14963.100586 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -14963.1 nChanged 142
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: -15096.062500 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -15096.06 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15165.612305 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -15165.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -15222.481445 Penalty: 551.804443
	Iteration 3F: 3 clusters Score -15222.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15255.130859 Penalty: 551.804443
	Iteration 4F: 3 clusters Score -15255.13 nChanged 12
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: -15271.131836 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -15271.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15282.326172 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -15282.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15284.640625 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -15284.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15288.714844 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -15288.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15289.835938 Penalty: 551.804443
	Iteration 9Q: 3 clusters Score -15289.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15290.057617 Penalty: 551.804443
	Iteration 10Q: 3 clusters Score -15290.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15290.057617 Penalty: 551.804443
	Iteration 11F: 3 clusters Score -15290.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -94310.789062 Penalty: 352.001984
	Iteration 0F: 2 clusters Score -94310.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -92687.023438 Penalty: 704.003967
	Iteration 0F: 3 clusters Score -92687.02 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -93365.742188 Penalty: 704.003967
	Iteration 1F: 3 clusters Score -93365.74 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -93537.421875 Penalty: 704.003967
	Iteration 2F: 3 clusters Score -93537.42 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -93645.859375 Penalty: 704.003967
	Iteration 3F: 3 clusters Score -93645.86 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -93717.992188 Penalty: 704.003967
	Iteration 4F: 3 clusters Score -93717.99 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -93786.453125 Penalty: 704.003967
	Iteration 5Q: 3 clusters Score -93786.45 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -93870.945312 Penalty: 704.003967
	Iteration 6F: 3 clusters Score -93870.95 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -93952.960938 Penalty: 704.003967
	Iteration 7Q: 3 clusters Score -93952.96 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -94043.242188 Penalty: 704.003967
	Iteration 8Q: 3 clusters Score -94043.24 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -94138.546875 Penalty: 704.003967
	Iteration 9Q: 3 clusters Score -94138.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -94186.937500 Penalty: 704.003967
	Iteration 10Q: 3 clusters Score -94186.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -94212.843750 Penalty: 704.003967
	Iteration 11Q: 3 clusters Score -94212.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94225.773438 Penalty: 704.003967
	Iteration 12Q: 3 clusters Score -94225.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -94235.015625 Penalty: 704.003967
	Iteration 13Q: 3 clusters Score -94235.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -94243.007812 Penalty: 704.003967
	Iteration 14Q: 3 clusters Score -94243.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94250.484375 Penalty: 704.003967
	Iteration 15Q: 3 clusters Score -94250.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94254.101562 Penalty: 704.003967
	Iteration 16Q: 3 clusters Score -94254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -94256.062500 Penalty: 704.003967
	Iteration 17Q: 3 clusters Score -94256.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -94260.015625 Penalty: 704.003967
	Iteration 18Q: 3 clusters Score -94260.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94262.101562 Penalty: 704.003967
	Iteration 19Q: 3 clusters Score -94262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94263.171875 Penalty: 704.003967
	Iteration 20F: 3 clusters Score -94263.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94264.335938 Penalty: 704.003967
	Iteration 21Q: 3 clusters Score -94264.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94266.523438 Penalty: 704.003967
	Iteration 22Q: 3 clusters Score -94266.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -94268.218750 Penalty: 704.003967
	Iteration 23Q: 3 clusters Score -94268.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -94269.554688 Penalty: 704.003967
	Iteration 24Q: 3 clusters Score -94269.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -94270.179688 Penalty: 704.003967
	Iteration 25Q: 3 clusters Score -94270.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -94270.257812 Penalty: 704.003967
	Iteration 26Q: 3 clusters Score -94270.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -94270.570312 Penalty: 704.003967
	Iteration 27Q: 3 clusters Score -94270.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94270.734375 Penalty: 704.003967
	Iteration 28Q: 3 clusters Score -94270.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94270.734375 Penalty: 704.003967
	Iteration 29F: 3 clusters Score -94270.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -166950.265625 Penalty: 370.503571
	Iteration 0F: 2 clusters Score -166950.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -164548.156250 Penalty: 741.007141
	Iteration 0F: 3 clusters Score -164548.2 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -165434.250000 Penalty: 741.007141
	Iteration 1F: 3 clusters Score -165434.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -165534.671875 Penalty: 741.007141
	Iteration 2F: 3 clusters Score -165534.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -165636.015625 Penalty: 741.007141
	Iteration 3Q: 3 clusters Score -165636 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -165775.625000 Penalty: 741.007141
	Iteration 4F: 3 clusters Score -165775.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -165929.468750 Penalty: 741.007141
	Iteration 5F: 3 clusters Score -165929.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -166054.843750 Penalty: 741.007141
	Iteration 6F: 3 clusters Score -166054.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -166162.140625 Penalty: 741.007141
	Iteration 7F: 3 clusters Score -166162.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -166234.156250 Penalty: 741.007141
	Iteration 8Q: 3 clusters Score -166234.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -166286.968750 Penalty: 741.007141
	Iteration 9Q: 3 clusters Score -166287 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -166338.406250 Penalty: 741.007141
	Iteration 10Q: 3 clusters Score -166338.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -166377.687500 Penalty: 741.007141
	Iteration 11Q: 3 clusters Score -166377.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -166408.125000 Penalty: 741.007141
	Iteration 12Q: 3 clusters Score -166408.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -166441.515625 Penalty: 741.007141
	Iteration 13Q: 3 clusters Score -166441.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -166466.406250 Penalty: 741.007141
	Iteration 14Q: 3 clusters Score -166466.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -166482.906250 Penalty: 741.007141
	Iteration 15Q: 3 clusters Score -166482.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -166497.375000 Penalty: 741.007141
	Iteration 16Q: 3 clusters Score -166497.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -166509.640625 Penalty: 741.007141
	Iteration 17Q: 3 clusters Score -166509.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -166521.109375 Penalty: 741.007141
	Iteration 18Q: 3 clusters Score -166521.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -166527.328125 Penalty: 741.007141
	Iteration 19Q: 3 clusters Score -166527.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -166532.703125 Penalty: 741.007141
	Iteration 20F: 3 clusters Score -166532.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -166536.984375 Penalty: 741.007141
	Iteration 21Q: 3 clusters Score -166537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -166541.734375 Penalty: 741.007141
	Iteration 22Q: 3 clusters Score -166541.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -166546.500000 Penalty: 741.007141
	Iteration 23Q: 3 clusters Score -166546.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -166554.812500 Penalty: 741.007141
	Iteration 24Q: 3 clusters Score -166554.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -166560.031250 Penalty: 741.007141
	Iteration 25Q: 3 clusters Score -166560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -166565.500000 Penalty: 741.007141
	Iteration 26Q: 3 clusters Score -166565.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -166569.187500 Penalty: 741.007141
	Iteration 27Q: 3 clusters Score -166569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -166571.578125 Penalty: 741.007141
	Iteration 28Q: 3 clusters Score -166571.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -166574.265625 Penalty: 741.007141
	Iteration 29Q: 3 clusters Score -166574.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -166578.359375 Penalty: 741.007141
	Iteration 30Q: 3 clusters Score -166578.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -166586.812500 Penalty: 741.007141
	Iteration 31Q: 3 clusters Score -166586.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -166591.718750 Penalty: 741.007141
	Iteration 32Q: 3 clusters Score -166591.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -166597.328125 Penalty: 741.007141
	Iteration 33Q: 3 clusters Score -166597.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -166605.531250 Penalty: 741.007141
	Iteration 34Q: 3 clusters Score -166605.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -166612.406250 Penalty: 741.007141
	Iteration 35Q: 3 clusters Score -166612.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -166617.015625 Penalty: 741.007141
	Iteration 36Q: 3 clusters Score -166617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -166618.828125 Penalty: 741.007141
	Iteration 37Q: 3 clusters Score -166618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -166620.406250 Penalty: 741.007141
	Iteration 38Q: 3 clusters Score -166620.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -166622.031250 Penalty: 741.007141
	Iteration 39Q: 3 clusters Score -166622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -166624.406250 Penalty: 741.007141
	Iteration 40F: 3 clusters Score -166624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -166625.234375 Penalty: 741.007141
	Iteration 41Q: 3 clusters Score -166625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -166626.078125 Penalty: 741.007141
	Iteration 42Q: 3 clusters Score -166626.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -166627.593750 Penalty: 741.007141
	Iteration 43Q: 3 clusters Score -166627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -166628.562500 Penalty: 741.007141
	Iteration 44Q: 3 clusters Score -166628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -166629.046875 Penalty: 741.007141
	Iteration 45Q: 3 clusters Score -166629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -166629.125000 Penalty: 741.007141
	Iteration 46Q: 3 clusters Score -166629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -166629.125000 Penalty: 741.007141
	Iteration 47F: 3 clusters Score -166629.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Entering Unmasked Estep 
Score: -152008.531250 Penalty: 364.742493
	Iteration 0F: 2 clusters Score -152008.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -149909.734375 Penalty: 729.484985
	Iteration 0F: 3 clusters Score -149909.7 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -150635.062500 Penalty: 729.484985
	Iteration 1F: 3 clusters Score -150635.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -150715.031250 Penalty: 729.484985
	Iteration 2F: 3 clusters Score -150715 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -150782.593750 Penalty: 729.484985
	Iteration 3F: 3 clusters Score -150782.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -150827.968750 Penalty: 729.484985
	Iteration 4Q: 3 clusters Score -150828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -150863.093750 Penalty: 729.484985
	Iteration 5Q: 3 clusters Score -150863.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -150905.250000 Penalty: 729.484985
	Iteration 6Q: 3 clusters Score -150905.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -150945.687500 Penalty: 729.484985
	Iteration 7Q: 3 clusters Score -150945.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -150999.265625 Penalty: 729.484985
	Iteration 8Q: 3 clusters Score -150999.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -151074.687500 Penalty: 729.484985
	Iteration 9Q: 3 clusters Score -151074.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -151158.750000 Penalty: 729.484985
	Iteration 10Q: 3 clusters Score -151158.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -151240.312500 Penalty: 729.484985
	Iteration 11Q: 3 clusters Score -151240.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -151326.609375 Penalty: 729.484985
	Iteration 12Q: 3 clusters Score -151326.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -151401.656250 Penalty: 729.484985
	Iteration 13Q: 3 clusters Score -151401.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -151477.265625 Penalty: 729.484985
	Iteration 14Q: 3 clusters Score -151477.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -151547.328125 Penalty: 729.484985
	Iteration 15Q: 3 clusters Score -151547.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -151622.968750 Penalty: 729.484985
	Iteration 16Q: 3 clusters Score -151623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -151704.500000 Penalty: 729.484985
	Iteration 17Q: 3 clusters Score -151704.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -151775.031250 Penalty: 729.484985
	Iteration 18Q: 3 clusters Score -151775 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -151829.312500 Penalty: 729.484985
	Iteration 19Q: 3 clusters Score -151829.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -151860.437500 Penalty: 729.484985
	Iteration 20F: 3 clusters Score -151860.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -151894.078125 Penalty: 729.484985
	Iteration 21Q: 3 clusters Score -151894.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -151912.796875 Penalty: 729.484985
	Iteration 22Q: 3 clusters Score -151912.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -151919.625000 Penalty: 729.484985
	Iteration 23Q: 3 clusters Score -151919.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -151924.531250 Penalty: 729.484985
	Iteration 24Q: 3 clusters Score -151924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -151929.578125 Penalty: 729.484985
	Iteration 25Q: 3 clusters Score -151929.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -151936.421875 Penalty: 729.484985
	Iteration 26Q: 3 clusters Score -151936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -151938.781250 Penalty: 729.484985
	Iteration 27Q: 3 clusters Score -151938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -151940.250000 Penalty: 729.484985
	Iteration 28Q: 3 clusters Score -151940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -151940.468750 Penalty: 729.484985
	Iteration 29Q: 3 clusters Score -151940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -151940.578125 Penalty: 729.484985
	Iteration 30Q: 3 clusters Score -151940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -151940.718750 Penalty: 729.484985
	Iteration 31Q: 3 clusters Score -151940.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -151940.937500 Penalty: 729.484985
	Iteration 32Q: 3 clusters Score -151940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -151941.218750 Penalty: 729.484985
	Iteration 33Q: 3 clusters Score -151941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -151941.656250 Penalty: 729.484985
	Iteration 34Q: 3 clusters Score -151941.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -151941.671875 Penalty: 729.484985
	Iteration 35Q: 3 clusters Score -151941.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -151941.671875 Penalty: 729.484985
	Iteration 36F: 3 clusters Score -151941.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -91352.179688 Penalty: 340.793671
	Iteration 0F: 2 clusters Score -91352.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -90027.343750 Penalty: 681.587341
	Iteration 0F: 3 clusters Score -90027.34 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -90527.234375 Penalty: 681.587341
	Iteration 1F: 3 clusters Score -90527.23 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -90620.500000 Penalty: 681.587341
	Iteration 2F: 3 clusters Score -90620.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -90704.531250 Penalty: 681.587341
	Iteration 3F: 3 clusters Score -90704.53 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -90772.328125 Penalty: 681.587341
	Iteration 4F: 3 clusters Score -90772.33 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -90818.390625 Penalty: 681.587341
	Iteration 5Q: 3 clusters Score -90818.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -90852.921875 Penalty: 681.587341
	Iteration 6Q: 3 clusters Score -90852.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -90872.601562 Penalty: 681.587341
	Iteration 7Q: 3 clusters Score -90872.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -90889.570312 Penalty: 681.587341
	Iteration 8Q: 3 clusters Score -90889.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -90918.226562 Penalty: 681.587341
	Iteration 9Q: 3 clusters Score -90918.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -90940.023438 Penalty: 681.587341
	Iteration 10Q: 3 clusters Score -90940.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -90952.203125 Penalty: 681.587341
	Iteration 11Q: 3 clusters Score -90952.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -90966.132812 Penalty: 681.587341
	Iteration 12Q: 3 clusters Score -90966.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -90976.257812 Penalty: 681.587341
	Iteration 13Q: 3 clusters Score -90976.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -90986.585938 Penalty: 681.587341
	Iteration 14Q: 3 clusters Score -90986.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -90996.117188 Penalty: 681.587341
	Iteration 15Q: 3 clusters Score -90996.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -91008.554688 Penalty: 681.587341
	Iteration 16Q: 3 clusters Score -91008.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -91020.125000 Penalty: 681.587341
	Iteration 17Q: 3 clusters Score -91020.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -91035.648438 Penalty: 681.587341
	Iteration 18Q: 3 clusters Score -91035.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -91047.023438 Penalty: 681.587341
	Iteration 19Q: 3 clusters Score -91047.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -91060.156250 Penalty: 681.587341
	Iteration 20F: 3 clusters Score -91060.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -91070.968750 Penalty: 681.587341
	Iteration 21Q: 3 clusters Score -91070.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -91074.406250 Penalty: 681.587341
	Iteration 22Q: 3 clusters Score -91074.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -91079.546875 Penalty: 681.587341
	Iteration 23Q: 3 clusters Score -91079.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -91083.734375 Penalty: 681.587341
	Iteration 24Q: 3 clusters Score -91083.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -91088.484375 Penalty: 681.587341
	Iteration 25Q: 3 clusters Score -91088.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -91096.554688 Penalty: 681.587341
	Iteration 26Q: 3 clusters Score -91096.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -91102.703125 Penalty: 681.587341
	Iteration 27Q: 3 clusters Score -91102.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -91106.632812 Penalty: 681.587341
	Iteration 28Q: 3 clusters Score -91106.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -91109.773438 Penalty: 681.587341
	Iteration 29Q: 3 clusters Score -91109.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -91112.976562 Penalty: 681.587341
	Iteration 30Q: 3 clusters Score -91112.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -91114.320312 Penalty: 681.587341
	Iteration 31Q: 3 clusters Score -91114.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -91115.148438 Penalty: 681.587341
	Iteration 32Q: 3 clusters Score -91115.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -91115.148438 Penalty: 681.587341
	Iteration 33F: 3 clusters Score -91115.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -180447.437500 Penalty: 377.162628
	Iteration 0F: 2 clusters Score -180447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -177757.546875 Penalty: 754.325256
	Iteration 0F: 3 clusters Score -177757.5 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -178820.875000 Penalty: 754.325256
	Iteration 1F: 3 clusters Score -178820.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -178985.031250 Penalty: 754.325256
	Iteration 2F: 3 clusters Score -178985 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -179141.812500 Penalty: 754.325256
	Iteration 3F: 3 clusters Score -179141.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -179305.734375 Penalty: 754.325256
	Iteration 4F: 3 clusters Score -179305.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -179462.375000 Penalty: 754.325256
	Iteration 5F: 3 clusters Score -179462.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -179571.421875 Penalty: 754.325256
	Iteration 6Q: 3 clusters Score -179571.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -179648.906250 Penalty: 754.325256
	Iteration 7Q: 3 clusters Score -179648.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -179690.125000 Penalty: 754.325256
	Iteration 8Q: 3 clusters Score -179690.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -179716.625000 Penalty: 754.325256
	Iteration 9Q: 3 clusters Score -179716.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -179741.156250 Penalty: 754.325256
	Iteration 10Q: 3 clusters Score -179741.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -179753.625000 Penalty: 754.325256
	Iteration 11Q: 3 clusters Score -179753.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -179762.562500 Penalty: 754.325256
	Iteration 12Q: 3 clusters Score -179762.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -179772.515625 Penalty: 754.325256
	Iteration 13Q: 3 clusters Score -179772.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -179778.343750 Penalty: 754.325256
	Iteration 14Q: 3 clusters Score -179778.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -179784.671875 Penalty: 754.325256
	Iteration 15Q: 3 clusters Score -179784.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -179791.937500 Penalty: 754.325256
	Iteration 16Q: 3 clusters Score -179791.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -179802.515625 Penalty: 754.325256
	Iteration 17Q: 3 clusters Score -179802.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179814.906250 Penalty: 754.325256
	Iteration 18Q: 3 clusters Score -179814.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -179829.343750 Penalty: 754.325256
	Iteration 19Q: 3 clusters Score -179829.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -179849.125000 Penalty: 754.325256
	Iteration 20F: 3 clusters Score -179849.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -179873.140625 Penalty: 754.325256
	Iteration 21Q: 3 clusters Score -179873.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -179893.843750 Penalty: 754.325256
	Iteration 22Q: 3 clusters Score -179893.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -179913.421875 Penalty: 754.325256
	Iteration 23Q: 3 clusters Score -179913.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -179936.718750 Penalty: 754.325256
	Iteration 24Q: 3 clusters Score -179936.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -179958.703125 Penalty: 754.325256
	Iteration 25Q: 3 clusters Score -179958.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -179977.343750 Penalty: 754.325256
	Iteration 26Q: 3 clusters Score -179977.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -179997.328125 Penalty: 754.325256
	Iteration 27Q: 3 clusters Score -179997.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -180029.031250 Penalty: 754.325256
	Iteration 28Q: 3 clusters Score -180029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -180050.093750 Penalty: 754.325256
	Iteration 29Q: 3 clusters Score -180050.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -180062.593750 Penalty: 754.325256
	Iteration 30Q: 3 clusters Score -180062.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -180071.718750 Penalty: 754.325256
	Iteration 31Q: 3 clusters Score -180071.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -180077.218750 Penalty: 754.325256
	Iteration 32Q: 3 clusters Score -180077.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -180081.515625 Penalty: 754.325256
	Iteration 33Q: 3 clusters Score -180081.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -180084.406250 Penalty: 754.325256
	Iteration 34Q: 3 clusters Score -180084.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -180087.531250 Penalty: 754.325256
	Iteration 35Q: 3 clusters Score -180087.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -180092.859375 Penalty: 754.325256
	Iteration 36Q: 3 clusters Score -180092.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -180098.843750 Penalty: 754.325256
	Iteration 37Q: 3 clusters Score -180098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -180104.890625 Penalty: 754.325256
	Iteration 38Q: 3 clusters Score -180104.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -180108.187500 Penalty: 754.325256
	Iteration 39Q: 3 clusters Score -180108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -180111.265625 Penalty: 754.325256
	Iteration 40F: 3 clusters Score -180111.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -180117.796875 Penalty: 754.325256
	Iteration 41Q: 3 clusters Score -180117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -180122.000000 Penalty: 754.325256
	Iteration 42Q: 3 clusters Score -180122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -180125.531250 Penalty: 754.325256
	Iteration 43Q: 3 clusters Score -180125.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -180126.250000 Penalty: 754.325256
	Iteration 44Q: 3 clusters Score -180126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -180129.671875 Penalty: 754.325256
	Iteration 45Q: 3 clusters Score -180129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -180131.968750 Penalty: 754.325256
	Iteration 46Q: 3 clusters Score -180132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -180134.609375 Penalty: 754.325256
	Iteration 47Q: 3 clusters Score -180134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -180137.562500 Penalty: 754.325256
	Iteration 48Q: 3 clusters Score -180137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -180138.312500 Penalty: 754.325256
	Iteration 49Q: 3 clusters Score -180138.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -180138.312500 Penalty: 754.325256
	Iteration 50F: 3 clusters Score -180138.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -10689.226562 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -10689.23 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 215 members 
Entering Unmasked Estep 
Score: -10293.949219 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -10293.95 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10441.245117 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -10441.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10485.335938 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -10485.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10522.645508 Penalty: 550.953979
	Iteration 3F: 3 clusters Score -10522.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10536.731445 Penalty: 550.953979
	Iteration 4Q: 3 clusters Score -10536.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10545.773438 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -10545.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10555.585938 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -10555.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10563.509766 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -10563.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10565.325195 Penalty: 550.953979
	Iteration 8Q: 3 clusters Score -10565.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10566.141602 Penalty: 550.953979
	Iteration 9Q: 3 clusters Score -10566.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10566.534180 Penalty: 550.953979
	Iteration 10Q: 3 clusters Score -10566.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10566.534180 Penalty: 550.953979
	Iteration 11F: 3 clusters Score -10566.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -66813.320312 Penalty: 329.644836
	Iteration 0F: 2 clusters Score -66813.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -65739.078125 Penalty: 659.289673
	Iteration 0F: 3 clusters Score -65739.08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -66075.085938 Penalty: 659.289673
	Iteration 1F: 3 clusters Score -66075.09 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -66192.789062 Penalty: 659.289673
	Iteration 2F: 3 clusters Score -66192.79 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -66297.914062 Penalty: 659.289673
	Iteration 3F: 3 clusters Score -66297.91 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -66405.296875 Penalty: 659.289673
	Iteration 4F: 3 clusters Score -66405.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -66485.968750 Penalty: 659.289673
	Iteration 5F: 3 clusters Score -66485.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -66521.062500 Penalty: 659.289673
	Iteration 6Q: 3 clusters Score -66521.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -66551.539062 Penalty: 659.289673
	Iteration 7Q: 3 clusters Score -66551.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -66566.140625 Penalty: 659.289673
	Iteration 8Q: 3 clusters Score -66566.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -66574.187500 Penalty: 659.289673
	Iteration 9Q: 3 clusters Score -66574.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -66579.406250 Penalty: 659.289673
	Iteration 10Q: 3 clusters Score -66579.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -66583.359375 Penalty: 659.289673
	Iteration 11Q: 3 clusters Score -66583.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -66584.843750 Penalty: 659.289673
	Iteration 12Q: 3 clusters Score -66584.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -66585.609375 Penalty: 659.289673
	Iteration 13Q: 3 clusters Score -66585.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -66585.726562 Penalty: 659.289673
	Iteration 14Q: 3 clusters Score -66585.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -66585.882812 Penalty: 659.289673
	Iteration 15Q: 3 clusters Score -66585.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -66585.882812 Penalty: 659.289673
	Iteration 16F: 3 clusters Score -66585.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (42627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Entering Unmasked Estep 
Score: -2178274.250000 Penalty: 485.041046
	Iteration 0F: 2 clusters Score -2178274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2149791.750000 Penalty: 970.082092
	Iteration 0F: 3 clusters Score -2149792 nChanged 20527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2161694.250000 Penalty: 970.082092
	Iteration 1F: 3 clusters Score -2161694 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2162072.500000 Penalty: 970.082092
	Iteration 2Q: 3 clusters Score -2162072 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2162745.000000 Penalty: 970.082092
	Iteration 3Q: 3 clusters Score -2162745 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2163989.000000 Penalty: 970.082092
	Iteration 4F: 3 clusters Score -2163989 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2166172.250000 Penalty: 970.082092
	Iteration 5F: 3 clusters Score -2166172 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2169474.500000 Penalty: 970.082092
	Iteration 6F: 3 clusters Score -2169474 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2173210.750000 Penalty: 970.082092
	Iteration 7F: 3 clusters Score -2173211 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2175976.000000 Penalty: 970.082092
	Iteration 8F: 3 clusters Score -2175976 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2177287.000000 Penalty: 970.082092
	Iteration 9Q: 3 clusters Score -2177287 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2177659.750000 Penalty: 970.082092
	Iteration 10Q: 3 clusters Score -2177660 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2177756.500000 Penalty: 970.082092
	Iteration 11Q: 3 clusters Score -2177756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2177804.750000 Penalty: 970.082092
	Iteration 12Q: 3 clusters Score -2177805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2177822.750000 Penalty: 970.082092
	Iteration 13Q: 3 clusters Score -2177823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2177841.000000 Penalty: 970.082092
	Iteration 14Q: 3 clusters Score -2177841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2177844.000000 Penalty: 970.082092
	Iteration 15Q: 3 clusters Score -2177844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2177844.500000 Penalty: 970.082092
	Iteration 16Q: 3 clusters Score -2177844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2177846.250000 Penalty: 970.082092
	Iteration 17Q: 3 clusters Score -2177846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2177846.250000 Penalty: 970.082092
	Iteration 18F: 3 clusters Score -2177846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (92379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92379 members 
Entering Unmasked Estep 
Score: -4687226.500000 Penalty: 520.231323
	Iteration 0F: 2 clusters Score -4687226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -4624931.000000 Penalty: 1040.462646
	Iteration 0F: 3 clusters Score -4624931 nChanged 45248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -4651861.000000 Penalty: 1040.462646
	Iteration 1F: 3 clusters Score -4651861 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -4652519.000000 Penalty: 1040.462646
	Iteration 2Q: 3 clusters Score -4652519 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -4653687.000000 Penalty: 1040.462646
	Iteration 3Q: 3 clusters Score -4653687 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -4655612.000000 Penalty: 1040.462646
	Iteration 4Q: 3 clusters Score -4655612 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -4659138.000000 Penalty: 1040.462646
	Iteration 5F: 3 clusters Score -4659138 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4664984.000000 Penalty: 1040.462646
	Iteration 6F: 3 clusters Score -4664984 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4672948.500000 Penalty: 1040.462646
	Iteration 7F: 3 clusters Score -4672948 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -4680287.500000 Penalty: 1040.462646
	Iteration 8F: 3 clusters Score -4680288 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4684490.000000 Penalty: 1040.462646
	Iteration 9Q: 3 clusters Score -4684490 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4686095.000000 Penalty: 1040.462646
	Iteration 10Q: 3 clusters Score -4686095 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92140 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4686561.500000 Penalty: 1040.462646
	Iteration 11Q: 3 clusters Score -4686562 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -4686702.500000 Penalty: 1040.462646
	Iteration 12Q: 3 clusters Score -4686702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4686737.000000 Penalty: 1040.462646
	Iteration 13Q: 3 clusters Score -4686737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4686755.000000 Penalty: 1040.462646
	Iteration 14Q: 3 clusters Score -4686755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4686764.500000 Penalty: 1040.462646
	Iteration 15Q: 3 clusters Score -4686764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4686775.500000 Penalty: 1040.462646
	Iteration 16Q: 3 clusters Score -4686776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92315 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4686783.500000 Penalty: 1040.462646
	Iteration 17Q: 3 clusters Score -4686784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4686788.000000 Penalty: 1040.462646
	Iteration 18Q: 3 clusters Score -4686788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4686793.500000 Penalty: 1040.462646
	Iteration 19Q: 3 clusters Score -4686794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4686796.500000 Penalty: 1040.462646
	Iteration 20F: 3 clusters Score -4686796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92315 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4686801.000000 Penalty: 1040.462646
	Iteration 21Q: 3 clusters Score -4686801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4686805.500000 Penalty: 1040.462646
	Iteration 22Q: 3 clusters Score -4686806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4686806.500000 Penalty: 1040.462646
	Iteration 23Q: 3 clusters Score -4686806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4686806.500000 Penalty: 1040.462646
	Iteration 24F: 3 clusters Score -4686806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -9849.867188 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -9849.867 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 137 members 
Entering Unmasked Estep 
Score: -9530.944336 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -9530.944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9589.574219 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -9589.574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9603.569336 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -9603.569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9615.886719 Penalty: 503.178040
	Iteration 3Q: 3 clusters Score -9615.887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9617.512695 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -9617.513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9617.772461 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -9617.772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9618.237305 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -9618.237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9620.752930 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -9620.753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9624.848633 Penalty: 503.178040
	Iteration 8Q: 3 clusters Score -9624.849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9624.939453 Penalty: 503.178040
	Iteration 9Q: 3 clusters Score -9624.939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9624.939453 Penalty: 503.178040
	Iteration 10F: 3 clusters Score -9624.939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (139621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139621 members 
Entering Unmasked Estep 
Score: -6942080.000000 Penalty: 539.024292
	Iteration 0F: 2 clusters Score -6942080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -6850844.500000 Penalty: 1078.048584
	Iteration 0F: 3 clusters Score -6850844 nChanged 68369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -6892545.500000 Penalty: 1078.048584
	Iteration 1F: 3 clusters Score -6892546 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -6894266.500000 Penalty: 1078.048584
	Iteration 2Q: 3 clusters Score -6894266 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -6897120.500000 Penalty: 1078.048584
	Iteration 3Q: 3 clusters Score -6897120 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -6901727.000000 Penalty: 1078.048584
	Iteration 4F: 3 clusters Score -6901727 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92497 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -6909045.500000 Penalty: 1078.048584
	Iteration 5F: 3 clusters Score -6909046 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -6917881.000000 Penalty: 1078.048584
	Iteration 6F: 3 clusters Score -6917881 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -6924674.500000 Penalty: 1078.048584
	Iteration 7F: 3 clusters Score -6924674 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -6927842.500000 Penalty: 1078.048584
	Iteration 8Q: 3 clusters Score -6927842 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106537 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -6929110.000000 Penalty: 1078.048584
	Iteration 9Q: 3 clusters Score -6929110 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108419 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -6930003.000000 Penalty: 1078.048584
	Iteration 10Q: 3 clusters Score -6930003 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110245 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -6930790.000000 Penalty: 1078.048584
	Iteration 11Q: 3 clusters Score -6930790 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112043 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6931622.500000 Penalty: 1078.048584
	Iteration 12Q: 3 clusters Score -6931622 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113793 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -6932345.000000 Penalty: 1078.048584
	Iteration 13Q: 3 clusters Score -6932345 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115484 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -6932978.500000 Penalty: 1078.048584
	Iteration 14Q: 3 clusters Score -6932978 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117161 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -6933641.000000 Penalty: 1078.048584
	Iteration 15Q: 3 clusters Score -6933641 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -6934358.000000 Penalty: 1078.048584
	Iteration 16Q: 3 clusters Score -6934358 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120270 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -6935020.000000 Penalty: 1078.048584
	Iteration 17Q: 3 clusters Score -6935020 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121698 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -6935634.500000 Penalty: 1078.048584
	Iteration 18Q: 3 clusters Score -6935634 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123024 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -6936223.000000 Penalty: 1078.048584
	Iteration 19Q: 3 clusters Score -6936223 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124215 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -6936775.000000 Penalty: 1078.048584
	Iteration 20F: 3 clusters Score -6936775 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125258 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -6937141.500000 Penalty: 1078.048584
	Iteration 21Q: 3 clusters Score -6937142 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126241 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -6937549.500000 Penalty: 1078.048584
	Iteration 22Q: 3 clusters Score -6937550 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -6938033.000000 Penalty: 1078.048584
	Iteration 23Q: 3 clusters Score -6938033 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127889 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -6938498.500000 Penalty: 1078.048584
	Iteration 24Q: 3 clusters Score -6938498 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128537 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -6938958.000000 Penalty: 1078.048584
	Iteration 25Q: 3 clusters Score -6938958 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -6939303.000000 Penalty: 1078.048584
	Iteration 26Q: 3 clusters Score -6939303 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129525 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -6939533.500000 Penalty: 1078.048584
	Iteration 27Q: 3 clusters Score -6939534 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129909 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -6939718.000000 Penalty: 1078.048584
	Iteration 28Q: 3 clusters Score -6939718 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130239 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -6939885.000000 Penalty: 1078.048584
	Iteration 29Q: 3 clusters Score -6939885 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130560 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -6939935.000000 Penalty: 1078.048584
	Iteration 30Q: 3 clusters Score -6939935 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -6940025.500000 Penalty: 1078.048584
	Iteration 31Q: 3 clusters Score -6940026 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -6940103.500000 Penalty: 1078.048584
	Iteration 32Q: 3 clusters Score -6940104 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131557 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -6940165.000000 Penalty: 1078.048584
	Iteration 33Q: 3 clusters Score -6940165 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131835 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -6940240.500000 Penalty: 1078.048584
	Iteration 34Q: 3 clusters Score -6940240 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132121 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -6940299.000000 Penalty: 1078.048584
	Iteration 35Q: 3 clusters Score -6940299 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132409 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -6940382.000000 Penalty: 1078.048584
	Iteration 36Q: 3 clusters Score -6940382 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132697 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -6940455.000000 Penalty: 1078.048584
	Iteration 37Q: 3 clusters Score -6940455 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132980 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -6940532.000000 Penalty: 1078.048584
	Iteration 38Q: 3 clusters Score -6940532 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133261 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -6940614.500000 Penalty: 1078.048584
	Iteration 39Q: 3 clusters Score -6940614 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133530 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -6940739.500000 Penalty: 1078.048584
	Iteration 40F: 3 clusters Score -6940740 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133787 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -6940834.000000 Penalty: 1078.048584
	Iteration 41Q: 3 clusters Score -6940834 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134016 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -6940887.500000 Penalty: 1078.048584
	Iteration 42Q: 3 clusters Score -6940888 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134212 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -6940961.500000 Penalty: 1078.048584
	Iteration 43Q: 3 clusters Score -6940962 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134409 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -6941056.000000 Penalty: 1078.048584
	Iteration 44Q: 3 clusters Score -6941056 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134576 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -6941133.000000 Penalty: 1078.048584
	Iteration 45Q: 3 clusters Score -6941133 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134762 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -6941173.500000 Penalty: 1078.048584
	Iteration 46Q: 3 clusters Score -6941174 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134928 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -6941234.500000 Penalty: 1078.048584
	Iteration 47Q: 3 clusters Score -6941234 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135072 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -6941296.000000 Penalty: 1078.048584
	Iteration 48Q: 3 clusters Score -6941296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135200 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -6941309.000000 Penalty: 1078.048584
	Iteration 49Q: 3 clusters Score -6941309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135325 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -6941335.500000 Penalty: 1078.048584
	Iteration 50Q: 3 clusters Score -6941336 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135453 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -6941381.000000 Penalty: 1078.048584
	Iteration 51Q: 3 clusters Score -6941381 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135578 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -6941414.500000 Penalty: 1078.048584
	Iteration 52Q: 3 clusters Score -6941414 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135690 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6941433.500000 Penalty: 1078.048584
	Iteration 53Q: 3 clusters Score -6941434 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135810 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6941458.500000 Penalty: 1078.048584
	Iteration 54Q: 3 clusters Score -6941458 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135906 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -6941487.500000 Penalty: 1078.048584
	Iteration 55Q: 3 clusters Score -6941488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135970 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6941511.500000 Penalty: 1078.048584
	Iteration 56Q: 3 clusters Score -6941512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136032 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6941521.000000 Penalty: 1078.048584
	Iteration 57Q: 3 clusters Score -6941521 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136093 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6941532.000000 Penalty: 1078.048584
	Iteration 58Q: 3 clusters Score -6941532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136134 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -6941550.500000 Penalty: 1078.048584
	Iteration 59Q: 3 clusters Score -6941550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136170 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -6941553.000000 Penalty: 1078.048584
	Iteration 60F: 3 clusters Score -6941553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136193 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -6941551.500000 Penalty: 1078.048584
	Iteration 61Q: 3 clusters Score -6941552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136213 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -6941549.000000 Penalty: 1078.048584
	Iteration 62Q: 3 clusters Score -6941549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136235 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6941546.500000 Penalty: 1078.048584
	Iteration 63Q: 3 clusters Score -6941546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136262 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6941549.000000 Penalty: 1078.048584
	Iteration 64Q: 3 clusters Score -6941549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136293 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -6941560.000000 Penalty: 1078.048584
	Iteration 65Q: 3 clusters Score -6941560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136320 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -6941574.000000 Penalty: 1078.048584
	Iteration 66Q: 3 clusters Score -6941574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136338 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6941577.000000 Penalty: 1078.048584
	Iteration 67Q: 3 clusters Score -6941577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136354 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6941586.000000 Penalty: 1078.048584
	Iteration 68Q: 3 clusters Score -6941586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136374 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -6941590.500000 Penalty: 1078.048584
	Iteration 69Q: 3 clusters Score -6941590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136395 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -6941598.500000 Penalty: 1078.048584
	Iteration 70Q: 3 clusters Score -6941598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136415 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -6941597.000000 Penalty: 1078.048584
	Iteration 71Q: 3 clusters Score -6941597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136426 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -6941595.500000 Penalty: 1078.048584
	Iteration 72Q: 3 clusters Score -6941596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136441 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -6941589.500000 Penalty: 1078.048584
	Iteration 73Q: 3 clusters Score -6941590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136441 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -6941596.000000 Penalty: 1078.048584
	Iteration 74Q: 3 clusters Score -6941596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136443 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -6941602.500000 Penalty: 1078.048584
	Iteration 75Q: 3 clusters Score -6941602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136448 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -6941611.000000 Penalty: 1078.048584
	Iteration 76Q: 3 clusters Score -6941611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136450 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6941609.500000 Penalty: 1078.048584
	Iteration 77Q: 3 clusters Score -6941610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136451 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -6941609.000000 Penalty: 1078.048584
	Iteration 78Q: 3 clusters Score -6941609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136452 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -6941598.500000 Penalty: 1078.048584
	Iteration 79Q: 3 clusters Score -6941598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136450 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6941605.000000 Penalty: 1078.048584
	Iteration 80F: 3 clusters Score -6941605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136453 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6941610.000000 Penalty: 1078.048584
	Iteration 81Q: 3 clusters Score -6941610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136456 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6941607.000000 Penalty: 1078.048584
	Iteration 82Q: 3 clusters Score -6941607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136455 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6941601.500000 Penalty: 1078.048584
	Iteration 83Q: 3 clusters Score -6941602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136452 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -6941603.500000 Penalty: 1078.048584
	Iteration 84Q: 3 clusters Score -6941604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136447 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6941600.500000 Penalty: 1078.048584
	Iteration 85Q: 3 clusters Score -6941600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136446 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6941603.000000 Penalty: 1078.048584
	Iteration 86Q: 3 clusters Score -6941603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136440 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -6941605.000000 Penalty: 1078.048584
	Iteration 87Q: 3 clusters Score -6941605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136437 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6941596.000000 Penalty: 1078.048584
	Iteration 88Q: 3 clusters Score -6941596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -6941583.500000 Penalty: 1078.048584
	Iteration 89Q: 3 clusters Score -6941584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136429 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -6941581.500000 Penalty: 1078.048584
	Iteration 90Q: 3 clusters Score -6941582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136425 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -6941579.500000 Penalty: 1078.048584
	Iteration 91Q: 3 clusters Score -6941580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136422 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6941579.500000 Penalty: 1078.048584
	Iteration 92Q: 3 clusters Score -6941580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136422 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6941586.000000 Penalty: 1078.048584
	Iteration 93Q: 3 clusters Score -6941586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136422 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6941583.000000 Penalty: 1078.048584
	Iteration 94Q: 3 clusters Score -6941583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136421 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6941585.500000 Penalty: 1078.048584
	Iteration 95Q: 3 clusters Score -6941586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136421 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6941585.500000 Penalty: 1078.048584
	Iteration 96F: 3 clusters Score -6941586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -27144.751953 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -27144.75 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 282 members 
Entering Unmasked Estep 
Score: -26615.503906 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -26615.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26824.103516 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -26824.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26926.361328 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -26926.36 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -27022.115234 Penalty: 576.166687
	Iteration 3F: 3 clusters Score -27022.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -27075.894531 Penalty: 576.166687
	Iteration 4F: 3 clusters Score -27075.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -27099.609375 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -27099.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -27113.263672 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -27113.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -27128.892578 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -27128.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27140.435547 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -27140.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -27151.138672 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -27151.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -27155.710938 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -27155.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -27156.857422 Penalty: 576.166687
	Iteration 11Q: 3 clusters Score -27156.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -27157.441406 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -27157.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -27157.441406 Penalty: 576.166687
	Iteration 13F: 3 clusters Score -27157.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99810 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 216531 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 56484 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 10014 members 
Mstep: Class 16 contains 58304 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 54023 members 
Mstep: Class 19 contains 75381 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93165 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 214128 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94023 members 
Mstep: Class 29 contains 10702 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 14303 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 42627 members 
Mstep: Class 40 contains 92379 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 139621 members 
Mstep: Class 43 contains 186 members 
Mstep: Class 44 contains 8667 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1021 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 23171 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 169768 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 8733 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 61781 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11659 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 29253 members 
Mstep: Class 65 contains 103426 members 
Mstep: Class 66 contains 120289 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18968 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 376 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90717600.000000 Penalty: 51429.734375
Splitting cluster 43 changes total score from -90711968.000000 to -90717600.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 44 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -434780.062500 Penalty: 412.561157
	Iteration 0F: 2 clusters Score -434780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -429032.156250 Penalty: 825.122314
	Iteration 0F: 3 clusters Score -429032.2 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -431219.750000 Penalty: 825.122314
	Iteration 1F: 3 clusters Score -431219.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -431406.281250 Penalty: 825.122314
	Iteration 2F: 3 clusters Score -431406.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -431624.656250 Penalty: 825.122314
	Iteration 3F: 3 clusters Score -431624.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -431850.093750 Penalty: 825.122314
	Iteration 4Q: 3 clusters Score -431850.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -432091.031250 Penalty: 825.122314
	Iteration 5Q: 3 clusters Score -432091 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -432427.875000 Penalty: 825.122314
	Iteration 6F: 3 clusters Score -432427.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -432890.062500 Penalty: 825.122314
	Iteration 7F: 3 clusters Score -432890.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -433391.312500 Penalty: 825.122314
	Iteration 8F: 3 clusters Score -433391.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -433811.906250 Penalty: 825.122314
	Iteration 9F: 3 clusters Score -433811.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -434040.343750 Penalty: 825.122314
	Iteration 10Q: 3 clusters Score -434040.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -434144.000000 Penalty: 825.122314
	Iteration 11Q: 3 clusters Score -434144 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -434206.593750 Penalty: 825.122314
	Iteration 12Q: 3 clusters Score -434206.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -434249.062500 Penalty: 825.122314
	Iteration 13Q: 3 clusters Score -434249.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -434277.937500 Penalty: 825.122314
	Iteration 14Q: 3 clusters Score -434277.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -434302.656250 Penalty: 825.122314
	Iteration 15Q: 3 clusters Score -434302.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -434323.218750 Penalty: 825.122314
	Iteration 16Q: 3 clusters Score -434323.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -434335.750000 Penalty: 825.122314
	Iteration 17Q: 3 clusters Score -434335.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -434349.500000 Penalty: 825.122314
	Iteration 18Q: 3 clusters Score -434349.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -434360.406250 Penalty: 825.122314
	Iteration 19Q: 3 clusters Score -434360.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -434377.281250 Penalty: 825.122314
	Iteration 20F: 3 clusters Score -434377.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -434392.625000 Penalty: 825.122314
	Iteration 21Q: 3 clusters Score -434392.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -434403.906250 Penalty: 825.122314
	Iteration 22Q: 3 clusters Score -434403.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -434410.531250 Penalty: 825.122314
	Iteration 23Q: 3 clusters Score -434410.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -434416.937500 Penalty: 825.122314
	Iteration 24Q: 3 clusters Score -434416.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -434421.031250 Penalty: 825.122314
	Iteration 25Q: 3 clusters Score -434421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -434425.843750 Penalty: 825.122314
	Iteration 26Q: 3 clusters Score -434425.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -434431.187500 Penalty: 825.122314
	Iteration 27Q: 3 clusters Score -434431.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -434441.125000 Penalty: 825.122314
	Iteration 28Q: 3 clusters Score -434441.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -434446.312500 Penalty: 825.122314
	Iteration 29Q: 3 clusters Score -434446.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -434449.250000 Penalty: 825.122314
	Iteration 30Q: 3 clusters Score -434449.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -434452.531250 Penalty: 825.122314
	Iteration 31Q: 3 clusters Score -434452.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -434452.968750 Penalty: 825.122314
	Iteration 32Q: 3 clusters Score -434453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -434454.093750 Penalty: 825.122314
	Iteration 33Q: 3 clusters Score -434454.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -434454.812500 Penalty: 825.122314
	Iteration 34Q: 3 clusters Score -434454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -434455.125000 Penalty: 825.122314
	Iteration 35Q: 3 clusters Score -434455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -434454.781250 Penalty: 825.122314
	Iteration 36Q: 3 clusters Score -434454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -434455.437500 Penalty: 825.122314
	Iteration 37Q: 3 clusters Score -434455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -434455.687500 Penalty: 825.122314
	Iteration 38Q: 3 clusters Score -434455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -434455.687500 Penalty: 825.122314
	Iteration 39F: 3 clusters Score -434455.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -79526.195312 Penalty: 337.170776
	Iteration 0F: 2 clusters Score -79526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -78281.085938 Penalty: 674.341553
	Iteration 0F: 3 clusters Score -78281.09 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -78702.562500 Penalty: 674.341553
	Iteration 1F: 3 clusters Score -78702.56 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -78825.062500 Penalty: 674.341553
	Iteration 2F: 3 clusters Score -78825.06 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -78912.062500 Penalty: 674.341553
	Iteration 3F: 3 clusters Score -78912.06 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -78986.304688 Penalty: 674.341553
	Iteration 4F: 3 clusters Score -78986.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -79037.968750 Penalty: 674.341553
	Iteration 5Q: 3 clusters Score -79037.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -79075.789062 Penalty: 674.341553
	Iteration 6Q: 3 clusters Score -79075.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -79100.671875 Penalty: 674.341553
	Iteration 7Q: 3 clusters Score -79100.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -79123.257812 Penalty: 674.341553
	Iteration 8Q: 3 clusters Score -79123.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -79139.203125 Penalty: 674.341553
	Iteration 9Q: 3 clusters Score -79139.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -79155.046875 Penalty: 674.341553
	Iteration 10Q: 3 clusters Score -79155.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -79166.664062 Penalty: 674.341553
	Iteration 11Q: 3 clusters Score -79166.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -79174.125000 Penalty: 674.341553
	Iteration 12Q: 3 clusters Score -79174.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -79180.500000 Penalty: 674.341553
	Iteration 13Q: 3 clusters Score -79180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -79187.515625 Penalty: 674.341553
	Iteration 14Q: 3 clusters Score -79187.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -79197.593750 Penalty: 674.341553
	Iteration 15Q: 3 clusters Score -79197.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -79202.132812 Penalty: 674.341553
	Iteration 16Q: 3 clusters Score -79202.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -79205.343750 Penalty: 674.341553
	Iteration 17Q: 3 clusters Score -79205.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -79209.804688 Penalty: 674.341553
	Iteration 18Q: 3 clusters Score -79209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -79212.968750 Penalty: 674.341553
	Iteration 19Q: 3 clusters Score -79212.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -79214.187500 Penalty: 674.341553
	Iteration 20F: 3 clusters Score -79214.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -79214.804688 Penalty: 674.341553
	Iteration 21Q: 3 clusters Score -79214.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -79214.804688 Penalty: 674.341553
	Iteration 22F: 3 clusters Score -79214.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -50218.457031 Penalty: 315.248474
	Iteration 0F: 2 clusters Score -50218.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -49469.441406 Penalty: 630.496948
	Iteration 0F: 3 clusters Score -49469.44 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -49805.242188 Penalty: 630.496948
	Iteration 1F: 3 clusters Score -49805.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -49907.644531 Penalty: 630.496948
	Iteration 2F: 3 clusters Score -49907.64 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -49962.707031 Penalty: 630.496948
	Iteration 3F: 3 clusters Score -49962.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50001.121094 Penalty: 630.496948
	Iteration 4Q: 3 clusters Score -50001.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50028.421875 Penalty: 630.496948
	Iteration 5Q: 3 clusters Score -50028.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -50042.507812 Penalty: 630.496948
	Iteration 6Q: 3 clusters Score -50042.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -50047.496094 Penalty: 630.496948
	Iteration 7Q: 3 clusters Score -50047.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50055.546875 Penalty: 630.496948
	Iteration 8Q: 3 clusters Score -50055.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50060.144531 Penalty: 630.496948
	Iteration 9Q: 3 clusters Score -50060.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50067.871094 Penalty: 630.496948
	Iteration 10Q: 3 clusters Score -50067.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50079.601562 Penalty: 630.496948
	Iteration 11Q: 3 clusters Score -50079.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50092.359375 Penalty: 630.496948
	Iteration 12Q: 3 clusters Score -50092.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50103.878906 Penalty: 630.496948
	Iteration 13Q: 3 clusters Score -50103.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50116.925781 Penalty: 630.496948
	Iteration 14Q: 3 clusters Score -50116.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50134.511719 Penalty: 630.496948
	Iteration 15Q: 3 clusters Score -50134.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50148.503906 Penalty: 630.496948
	Iteration 16Q: 3 clusters Score -50148.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50158.574219 Penalty: 630.496948
	Iteration 17Q: 3 clusters Score -50158.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50167.984375 Penalty: 630.496948
	Iteration 18Q: 3 clusters Score -50167.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50174.257812 Penalty: 630.496948
	Iteration 19Q: 3 clusters Score -50174.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50176.816406 Penalty: 630.496948
	Iteration 20F: 3 clusters Score -50176.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50177.457031 Penalty: 630.496948
	Iteration 21Q: 3 clusters Score -50177.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50177.457031 Penalty: 630.496948
	Iteration 22F: 3 clusters Score -50177.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -43933.972656 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -43933.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -43291.238281 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -43291.24 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -43504.800781 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -43504.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -43575.992188 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -43575.99 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -43623.941406 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -43623.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -43645.765625 Penalty: 599.842346
	Iteration 4Q: 3 clusters Score -43645.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -43657.562500 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -43657.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -43663.050781 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -43663.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -43666.804688 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -43666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -43668.355469 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -43668.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -43669.722656 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -43669.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -43671.156250 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -43671.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -43672.464844 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -43672.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -43672.687500 Penalty: 599.842346
	Iteration 12Q: 3 clusters Score -43672.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -43672.687500 Penalty: 599.842346
	Iteration 13F: 3 clusters Score -43672.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -7362.437012 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -7362.437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7124.080566 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -7124.081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7194.409180 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -7194.409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7201.812012 Penalty: 462.407776
	Iteration 2Q: 3 clusters Score -7201.812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7206.527832 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -7206.528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7208.949219 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -7208.949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7234.479492 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -7234.479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7250.402344 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -7250.402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7261.568848 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -7261.569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7272.328613 Penalty: 462.407776
	Iteration 8Q: 3 clusters Score -7272.329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7273.683594 Penalty: 462.407776
	Iteration 9Q: 3 clusters Score -7273.684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7273.683594 Penalty: 462.407776
	Iteration 10F: 3 clusters Score -7273.684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -1762.635254 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -1762.635 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 44 members 
Entering Unmasked Estep 
Score: -1583.086182 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -1583.086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1661.436401 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -1661.436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1673.428589 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -1673.429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1683.104248 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -1683.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1684.349365 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -1684.349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1684.349365 Penalty: 408.465912
	Iteration 5F: 3 clusters Score -1684.349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9044.720703 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9044.721 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 106 members 
Entering Unmasked Estep 
Score: -8784.246094 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -8784.246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8927.498047 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -8927.498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9001.514648 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -9001.515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9035.922852 Penalty: 486.152405
	Iteration 3F: 3 clusters Score -9035.923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9061.505859 Penalty: 486.152405
	Iteration 4F: 3 clusters Score -9061.506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9082.005859 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -9082.006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9100.851562 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -9100.852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9107.890625 Penalty: 486.152405
	Iteration 7Q: 3 clusters Score -9107.891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9119.511719 Penalty: 486.152405
	Iteration 8Q: 3 clusters Score -9119.512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9129.126953 Penalty: 486.152405
	Iteration 9Q: 3 clusters Score -9129.127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9131.819336 Penalty: 486.152405
	Iteration 10Q: 3 clusters Score -9131.819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9134.449219 Penalty: 486.152405
	Iteration 11Q: 3 clusters Score -9134.449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9136.957031 Penalty: 486.152405
	Iteration 12Q: 3 clusters Score -9136.957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9137.948242 Penalty: 486.152405
	Iteration 13Q: 3 clusters Score -9137.948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9139.728516 Penalty: 486.152405
	Iteration 14Q: 3 clusters Score -9139.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9139.728516 Penalty: 486.152405
	Iteration 15F: 3 clusters Score -9139.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99810 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 216531 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 56484 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 10014 members 
Mstep: Class 16 contains 58304 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 54023 members 
Mstep: Class 19 contains 75381 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93165 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 214128 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94023 members 
Mstep: Class 29 contains 10702 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 14303 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 42627 members 
Mstep: Class 40 contains 92379 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 139621 members 
Mstep: Class 43 contains 186 members 
Mstep: Class 44 contains 8667 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1021 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 23171 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 169768 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 8733 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 61781 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11659 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 29253 members 
Mstep: Class 65 contains 103426 members 
Mstep: Class 66 contains 120289 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 271 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18968 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 376 members 
Mstep: Class 78 contains 131 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
Score: -90717128.000000 Penalty: 52089.089844
Splitting cluster 51 changes total score from -90711968.000000 to -90717128.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 52 (169768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169768 members 
Entering Unmasked Estep 
Score: -8422396.000000 Penalty: 547.919556
	Iteration 0F: 2 clusters Score -8422396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -8307652.000000 Penalty: 1095.839111
	Iteration 0F: 3 clusters Score -8307652 nChanged 83409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98990 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -8361979.500000 Penalty: 1095.839111
	Iteration 1F: 3 clusters Score -8361980 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106055 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -8366521.500000 Penalty: 1095.839111
	Iteration 2F: 3 clusters Score -8366522 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -8373381.000000 Penalty: 1095.839111
	Iteration 3F: 3 clusters Score -8373381 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123459 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -8382604.500000 Penalty: 1095.839111
	Iteration 4F: 3 clusters Score -8382604 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130390 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -8392146.000000 Penalty: 1095.839111
	Iteration 5F: 3 clusters Score -8392146 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134054 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -8398001.000000 Penalty: 1095.839111
	Iteration 6Q: 3 clusters Score -8398001 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136002 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -8400621.000000 Penalty: 1095.839111
	Iteration 7Q: 3 clusters Score -8400621 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137455 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -8402039.000000 Penalty: 1095.839111
	Iteration 8Q: 3 clusters Score -8402039 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138636 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -8403403.000000 Penalty: 1095.839111
	Iteration 9Q: 3 clusters Score -8403403 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139351 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -8404891.000000 Penalty: 1095.839111
	Iteration 10Q: 3 clusters Score -8404891 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139698 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -8406696.000000 Penalty: 1095.839111
	Iteration 11Q: 3 clusters Score -8406696 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139608 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -8408720.000000 Penalty: 1095.839111
	Iteration 12Q: 3 clusters Score -8408720 nChanged 3415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 138973 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8411002 nChanged 3482
Entering Unmasked Mstep 
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Mstep: Class 1 contains 137887 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8413176 nChanged 3266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136537 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8414889 nChanged 2759
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135186 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8415972 nChanged 2095
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133957 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8416529 nChanged 1690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132841 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8416769 nChanged 1321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 131758 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8416833 nChanged 1143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 130707 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8417419 nChanged 1432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129291 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8417614 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127916 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8417652 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126568 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8417665 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125222 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8417589 nChanged 1283
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Mstep: Class 1 contains 123939 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8417563 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122775 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8417491 nChanged 1134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121641 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8417442 nChanged 1159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120482 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8417437 nChanged 1135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119347 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8417428 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118204 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8417450 nChanged 1107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117097 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8417385 nChanged 1119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115978 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8417331 nChanged 1102
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Mstep: Class 1 contains 114876 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8417324 nChanged 1036
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8417286 nChanged 1080
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Mstep: Class 1 contains 112760 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8417227 nChanged 1097
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111663 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -8417232.000000 Penalty: 1095.839111
	Iteration 36Q: 3 clusters Score -8417232 nChanged 1105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110558 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8417197 nChanged 1062
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109496 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8417133 nChanged 1049
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108447 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8417126 nChanged 999
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Mstep: Class 1 contains 107448 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8417088 nChanged 964
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Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8417093 nChanged 922
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Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8417025 nChanged 867
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Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8417024 nChanged 803
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Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8417007 nChanged 761
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Mstep: Class 1 contains 103131 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8416927 nChanged 754
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Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8416869 nChanged 798
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Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 68189 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8416816 nChanged 771
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Mstep: Class 1 contains 100808 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8416781 nChanged 742
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8416761 nChanged 689
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Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8416801 nChanged 697
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Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8416789 nChanged 661
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Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8416759 nChanged 654
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8416738 nChanged 616
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Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 73019 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8416745 nChanged 588
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8416740 nChanged 557
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Mstep: Class 1 contains 95604 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8416776 nChanged 489
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Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8416765 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8416743 nChanged 463
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Mstep: Class 1 contains 94177 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8416725 nChanged 422
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Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8416745 nChanged 425
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Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8416733 nChanged 358
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Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8416682 nChanged 348
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8416656 nChanged 337
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Mstep: Class 1 contains 92287 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8416652 nChanged 301
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Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8416659 nChanged 244
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Mstep: Class 1 contains 91742 members 
Mstep: Class 2 contains 78026 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8416644 nChanged 225
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Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8416653 nChanged 195
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Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8416671 nChanged 164
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Mstep: Class 1 contains 91158 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8416678 nChanged 191
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Mstep: Class 1 contains 90967 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8416660 nChanged 171
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Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8416630 nChanged 169
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Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8416651 nChanged 169
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Mstep: Class 1 contains 90458 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8416680 nChanged 138
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8416676 nChanged 134
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Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8416671 nChanged 117
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Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8416674 nChanged 95
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Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8416691 nChanged 120
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Mstep: Class 1 contains 89860 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8416712 nChanged 119
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Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8416701 nChanged 138
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Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 80161 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8416709 nChanged 168
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Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8416705 nChanged 170
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Mstep: Class 1 contains 89269 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8416711 nChanged 188
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Mstep: Class 1 contains 89081 members 
Mstep: Class 2 contains 80687 members 
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	Iteration 83Q: 3 clusters Score -8416706 nChanged 183
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Mstep: Class 1 contains 88898 members 
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	Iteration 84Q: 3 clusters Score -8416678 nChanged 213
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Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 81083 members 
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	Iteration 85Q: 3 clusters Score -8416655 nChanged 224
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Mstep: Class 2 contains 81307 members 
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	Iteration 86Q: 3 clusters Score -8416640 nChanged 235
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Mstep: Class 1 contains 88226 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8416639 nChanged 265
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	Iteration 88Q: 3 clusters Score -8416665 nChanged 256
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	Iteration 89Q: 3 clusters Score -8416662 nChanged 297
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Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 82360 members 
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	Iteration 90Q: 3 clusters Score -8416645 nChanged 306
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Mstep: Class 2 contains 82666 members 
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	Iteration 91Q: 3 clusters Score -8416651 nChanged 297
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Mstep: Class 1 contains 86805 members 
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	Iteration 92Q: 3 clusters Score -8416639 nChanged 293
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Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8416651 nChanged 304
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Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8416598 nChanged 333
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Entering Unmasked Estep 
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Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8416545 nChanged 286
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8416529 nChanged 282
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Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8416518 nChanged 273
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	Iteration 99Q: 3 clusters Score -8416507 nChanged 256
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Mstep: Class 2 contains 85286 members 
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	Iteration 100F: 3 clusters Score -8416462 nChanged 258
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8416435 nChanged 252
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Mstep: Class 2 contains 85796 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8416462 nChanged 265
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8416467 nChanged 231
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	Iteration 104Q: 3 clusters Score -8416443 nChanged 228
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Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83031 members 
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Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 86930 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 82070 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 89058 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 89422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80251 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 80176 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 80088 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 80024 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 89798 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8416064 nChanged 46
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Mstep: Class 1 contains 79879 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8415933 nChanged 110
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Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 91213 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78331 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 78043 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 77888 members 
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Mstep: Class 1 contains 77700 members 
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Mstep: Class 2 contains 92249 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 95277 members 
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	Iteration 169Q: 3 clusters Score -8415162 nChanged 478
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Entering Unmasked Estep 
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Mstep: Class 2 contains 98242 members 
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	Iteration 176Q: 3 clusters Score -8414608 nChanged 588
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	Iteration 197Q: 3 clusters Score -8412630 nChanged 669
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Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 113309 members 
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	Iteration 198Q: 3 clusters Score -8412524 nChanged 662
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Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 113971 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8412425 nChanged 622
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Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 114593 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8412316 nChanged 629
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Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 115222 members 
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	Iteration 201Q: 3 clusters Score -8412198 nChanged 614
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Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 115836 members 
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	Iteration 202Q: 3 clusters Score -8412124 nChanged 611
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Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 116447 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8412036 nChanged 617
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Mstep: Class 1 contains 52704 members 
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	Iteration 204Q: 3 clusters Score -8411949 nChanged 651
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Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 117715 members 
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	Iteration 205Q: 3 clusters Score -8411857 nChanged 689
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Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 118404 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8411794 nChanged 671
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Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 119075 members 
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	Iteration 207Q: 3 clusters Score -8411687 nChanged 659
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Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 119734 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8411613 nChanged 703
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Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 120437 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8411502 nChanged 741
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Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 121178 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8411433 nChanged 762
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Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 121940 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8411345 nChanged 771
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Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 122711 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8411261 nChanged 771
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Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 123482 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8411219 nChanged 865
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Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 124347 members 
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	Iteration 214Q: 3 clusters Score -8411087 nChanged 934
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Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 125281 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8411087 nChanged 1020
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Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 126301 members 
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	Iteration 216Q: 3 clusters Score -8410983 nChanged 1110
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Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 127411 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8410940 nChanged 1167
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Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 128578 members 
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	Iteration 218Q: 3 clusters Score -8410893 nChanged 1249
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Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 129827 members 
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	Iteration 219Q: 3 clusters Score -8410861 nChanged 1360
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Mstep: Class 2 contains 131187 members 
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	Iteration 220F: 3 clusters Score -8410825 nChanged 1532
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Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 132719 members 
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Mstep: Class 2 contains 134472 members 
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	Iteration 222Q: 3 clusters Score -8411023 nChanged 1993
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Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 136465 members 
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	Iteration 223Q: 3 clusters Score -8411212 nChanged 2131
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Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 138596 members 
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	Iteration 224Q: 3 clusters Score -8411527 nChanged 2326
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Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 140922 members 
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	Iteration 225Q: 3 clusters Score -8411943 nChanged 2552
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Mstep: Class 1 contains 26294 members 
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	Iteration 226Q: 3 clusters Score -8412523 nChanged 2567
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Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 146041 members 
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	Iteration 227Q: 3 clusters Score -8413127 nChanged 2613
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Mstep: Class 2 contains 148654 members 
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	Iteration 228Q: 3 clusters Score -8413936 nChanged 2558
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Mstep: Class 2 contains 151212 members 
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	Iteration 229Q: 3 clusters Score -8414723 nChanged 2381
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Mstep: Class 2 contains 153593 members 
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	Iteration 230Q: 3 clusters Score -8415513 nChanged 2104
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Mstep: Class 2 contains 155697 members 
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	Iteration 231Q: 3 clusters Score -8416139 nChanged 1687
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	Iteration 232Q: 3 clusters Score -8416554 nChanged 1437
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	Iteration 233Q: 3 clusters Score -8416778 nChanged 1305
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Mstep: Class 1 contains 9644 members 
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	Iteration 234Q: 3 clusters Score -8417198 nChanged 1146
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	Iteration 235Q: 3 clusters Score -8417841 nChanged 992
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Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 162262 members 
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	Iteration 236Q: 3 clusters Score -8418384 nChanged 872
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Mstep: Class 2 contains 163134 members 
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	Iteration 237Q: 3 clusters Score -8418812 nChanged 807
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Mstep: Class 1 contains 5827 members 
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	Iteration 238Q: 3 clusters Score -8419227 nChanged 696
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Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 164637 members 
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	Iteration 239Q: 3 clusters Score -8419578 nChanged 617
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Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 165254 members 
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	Iteration 240F: 3 clusters Score -8419867 nChanged 524
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Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 165778 members 
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	Iteration 241Q: 3 clusters Score -8420152 nChanged 448
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Mstep: Class 1 contains 3542 members 
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	Iteration 242Q: 3 clusters Score -8420417 nChanged 389
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Mstep: Class 1 contains 3157 members 
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	Iteration 243Q: 3 clusters Score -8420616 nChanged 357
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Mstep: Class 1 contains 2802 members 
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	Iteration 244Q: 3 clusters Score -8420751 nChanged 315
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Mstep: Class 1 contains 2497 members 
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	Iteration 245Q: 3 clusters Score -8420947 nChanged 252
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	Iteration 246Q: 3 clusters Score -8421070 nChanged 199
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	Iteration 247Q: 3 clusters Score -8421166 nChanged 155
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	Iteration 248Q: 3 clusters Score -8421248 nChanged 160
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	Iteration 249Q: 3 clusters Score -8421320 nChanged 150
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	Iteration 250Q: 3 clusters Score -8421397 nChanged 132
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	Iteration 251Q: 3 clusters Score -8421463 nChanged 108
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	Iteration 252Q: 3 clusters Score -8421501 nChanged 86
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	Iteration 253Q: 3 clusters Score -8421532 nChanged 70
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	Iteration 254Q: 3 clusters Score -8421552 nChanged 60
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Mstep: Class 1 contains 1163 members 
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	Iteration 255Q: 3 clusters Score -8421575 nChanged 62
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	Iteration 256Q: 3 clusters Score -8421600 nChanged 52
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Mstep: Class 1 contains 1059 members 
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	Iteration 257Q: 3 clusters Score -8421614 nChanged 47
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	Iteration 258Q: 3 clusters Score -8421642 nChanged 51
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Mstep: Class 1 contains 969 members 
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	Iteration 259Q: 3 clusters Score -8421658 nChanged 54
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Mstep: Class 1 contains 923 members 
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	Iteration 260F: 3 clusters Score -8421676 nChanged 46
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Mstep: Class 1 contains 881 members 
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	Iteration 261Q: 3 clusters Score -8421695 nChanged 41
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	Iteration 262Q: 3 clusters Score -8421714 nChanged 42
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	Iteration 263Q: 3 clusters Score -8421730 nChanged 25
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Mstep: Class 1 contains 793 members 
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	Iteration 264Q: 3 clusters Score -8421739 nChanged 20
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Mstep: Class 1 contains 777 members 
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	Iteration 265Q: 3 clusters Score -8421751 nChanged 23
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	Iteration 266Q: 3 clusters Score -8421759 nChanged 29
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	Iteration 267Q: 3 clusters Score -8421762 nChanged 27
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	Iteration 268Q: 3 clusters Score -8421779 nChanged 22
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	Iteration 269Q: 3 clusters Score -8421783 nChanged 18
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	Iteration 270Q: 3 clusters Score -8421787 nChanged 22
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	Iteration 271Q: 3 clusters Score -8421797 nChanged 25
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	Iteration 272Q: 3 clusters Score -8421807 nChanged 26
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	Iteration 273Q: 3 clusters Score -8421814 nChanged 16
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	Iteration 274Q: 3 clusters Score -8421815 nChanged 15
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	Iteration 275Q: 3 clusters Score -8421818 nChanged 14
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	Iteration 276Q: 3 clusters Score -8421822 nChanged 6
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	Iteration 277Q: 3 clusters Score -8421830 nChanged 8
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	Iteration 278Q: 3 clusters Score -8421830 nChanged 17
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	Iteration 279Q: 3 clusters Score -8421830 nChanged 15
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	Iteration 280F: 3 clusters Score -8421836 nChanged 22
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	Iteration 281Q: 3 clusters Score -8421846 nChanged 18
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	Iteration 282Q: 3 clusters Score -8421848 nChanged 22
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Mstep: Class 1 contains 542 members 
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	Iteration 283Q: 3 clusters Score -8421860 nChanged 17
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	Iteration 284Q: 3 clusters Score -8421867 nChanged 11
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	Iteration 285Q: 3 clusters Score -8421866 nChanged 15
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	Iteration 286Q: 3 clusters Score -8421870 nChanged 10
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	Iteration 287Q: 3 clusters Score -8421869 nChanged 7
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	Iteration 288Q: 3 clusters Score -8421873 nChanged 7
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	Iteration 289Q: 3 clusters Score -8421878 nChanged 4
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	Iteration 290Q: 3 clusters Score -8421883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 169263 members 
Entering Unmasked Estep 
Score: -8421878.000000 Penalty: 1095.839111
	Iteration 291Q: 3 clusters Score -8421878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 169264 members 
Entering Unmasked Estep 
Score: -8421881.000000 Penalty: 1095.839111
	Iteration 292Q: 3 clusters Score -8421881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 169264 members 
Entering Unmasked Estep 
Score: -8421881.000000 Penalty: 1095.839111
	Iteration 293F: 3 clusters Score -8421881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -19270.515625 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -19270.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18854.738281 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -18854.74 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18968.093750 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -18968.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19005.638672 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -19005.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19023.626953 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -19023.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19029.015625 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -19029.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19032.523438 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -19032.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19037.824219 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -19037.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19043.625000 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -19043.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19047.085938 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -19047.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19051.625000 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -19051.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19055.556641 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -19055.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19061.414062 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -19061.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19066.072266 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -19066.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19066.564453 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -19066.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19066.564453 Penalty: 540.555603
	Iteration 14F: 3 clusters Score -19066.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Entering Unmasked Estep 
Score: -444123.687500 Penalty: 412.906342
	Iteration 0F: 2 clusters Score -444123.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -438243.656250 Penalty: 825.812683
	Iteration 0F: 3 clusters Score -438243.7 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -440554.343750 Penalty: 825.812683
	Iteration 1F: 3 clusters Score -440554.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -440878.812500 Penalty: 825.812683
	Iteration 2F: 3 clusters Score -440878.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -441268.562500 Penalty: 825.812683
	Iteration 3F: 3 clusters Score -441268.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -441763.625000 Penalty: 825.812683
	Iteration 4F: 3 clusters Score -441763.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -442221.718750 Penalty: 825.812683
	Iteration 5F: 3 clusters Score -442221.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -442501.937500 Penalty: 825.812683
	Iteration 6Q: 3 clusters Score -442501.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -442645.656250 Penalty: 825.812683
	Iteration 7Q: 3 clusters Score -442645.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -442740.781250 Penalty: 825.812683
	Iteration 8Q: 3 clusters Score -442740.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -442834.437500 Penalty: 825.812683
	Iteration 9Q: 3 clusters Score -442834.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -442932.625000 Penalty: 825.812683
	Iteration 10Q: 3 clusters Score -442932.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -443013.625000 Penalty: 825.812683
	Iteration 11Q: 3 clusters Score -443013.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -443077.343750 Penalty: 825.812683
	Iteration 12Q: 3 clusters Score -443077.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -443136.093750 Penalty: 825.812683
	Iteration 13Q: 3 clusters Score -443136.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -443197.843750 Penalty: 825.812683
	Iteration 14Q: 3 clusters Score -443197.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -443261.343750 Penalty: 825.812683
	Iteration 15Q: 3 clusters Score -443261.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -443321.093750 Penalty: 825.812683
	Iteration 16Q: 3 clusters Score -443321.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -443372.625000 Penalty: 825.812683
	Iteration 17Q: 3 clusters Score -443372.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -443426.781250 Penalty: 825.812683
	Iteration 18Q: 3 clusters Score -443426.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -443472.562500 Penalty: 825.812683
	Iteration 19Q: 3 clusters Score -443472.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -443508.500000 Penalty: 825.812683
	Iteration 20F: 3 clusters Score -443508.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -443538.718750 Penalty: 825.812683
	Iteration 21Q: 3 clusters Score -443538.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -443572.781250 Penalty: 825.812683
	Iteration 22Q: 3 clusters Score -443572.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -443606.312500 Penalty: 825.812683
	Iteration 23Q: 3 clusters Score -443606.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -443636.968750 Penalty: 825.812683
	Iteration 24Q: 3 clusters Score -443637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -443659.812500 Penalty: 825.812683
	Iteration 25Q: 3 clusters Score -443659.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -443678.375000 Penalty: 825.812683
	Iteration 26Q: 3 clusters Score -443678.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -443691.062500 Penalty: 825.812683
	Iteration 27Q: 3 clusters Score -443691.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -443700.062500 Penalty: 825.812683
	Iteration 28Q: 3 clusters Score -443700.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -443706.062500 Penalty: 825.812683
	Iteration 29Q: 3 clusters Score -443706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -443716.531250 Penalty: 825.812683
	Iteration 30Q: 3 clusters Score -443716.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -443726.656250 Penalty: 825.812683
	Iteration 31Q: 3 clusters Score -443726.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -443735.343750 Penalty: 825.812683
	Iteration 32Q: 3 clusters Score -443735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -443736.406250 Penalty: 825.812683
	Iteration 33Q: 3 clusters Score -443736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -443737.031250 Penalty: 825.812683
	Iteration 34Q: 3 clusters Score -443737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -443737.031250 Penalty: 825.812683
	Iteration 35F: 3 clusters Score -443737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -47125.203125 Penalty: 310.706390
	Iteration 0F: 2 clusters Score -47125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -46378.250000 Penalty: 621.412781
	Iteration 0F: 3 clusters Score -46378.25 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46666.773438 Penalty: 621.412781
	Iteration 1F: 3 clusters Score -46666.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46743.000000 Penalty: 621.412781
	Iteration 2F: 3 clusters Score -46743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -46784.183594 Penalty: 621.412781
	Iteration 3F: 3 clusters Score -46784.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46817.402344 Penalty: 621.412781
	Iteration 4Q: 3 clusters Score -46817.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46846.859375 Penalty: 621.412781
	Iteration 5Q: 3 clusters Score -46846.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46870.550781 Penalty: 621.412781
	Iteration 6Q: 3 clusters Score -46870.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46887.804688 Penalty: 621.412781
	Iteration 7Q: 3 clusters Score -46887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46900.335938 Penalty: 621.412781
	Iteration 8Q: 3 clusters Score -46900.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46920.406250 Penalty: 621.412781
	Iteration 9Q: 3 clusters Score -46920.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46932.917969 Penalty: 621.412781
	Iteration 10Q: 3 clusters Score -46932.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46936.894531 Penalty: 621.412781
	Iteration 11Q: 3 clusters Score -46936.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46939.519531 Penalty: 621.412781
	Iteration 12Q: 3 clusters Score -46939.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46944.585938 Penalty: 621.412781
	Iteration 13Q: 3 clusters Score -46944.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46951.660156 Penalty: 621.412781
	Iteration 14Q: 3 clusters Score -46951.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46955.425781 Penalty: 621.412781
	Iteration 15Q: 3 clusters Score -46955.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46956.531250 Penalty: 621.412781
	Iteration 16Q: 3 clusters Score -46956.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46957.718750 Penalty: 621.412781
	Iteration 17Q: 3 clusters Score -46957.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46957.718750 Penalty: 621.412781
	Iteration 18F: 3 clusters Score -46957.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (61781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Entering Unmasked Estep 
Score: -3185973.250000 Penalty: 501.926483
	Iteration 0F: 2 clusters Score -3185973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -3144591.500000 Penalty: 1003.852966
	Iteration 0F: 3 clusters Score -3144592 nChanged 30051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3163787.750000 Penalty: 1003.852966
	Iteration 1F: 3 clusters Score -3163788 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3165648.250000 Penalty: 1003.852966
	Iteration 2F: 3 clusters Score -3165648 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3168875.500000 Penalty: 1003.852966
	Iteration 3F: 3 clusters Score -3168876 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3173742.000000 Penalty: 1003.852966
	Iteration 4F: 3 clusters Score -3173742 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -3179162.750000 Penalty: 1003.852966
	Iteration 5F: 3 clusters Score -3179163 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3182919.000000 Penalty: 1003.852966
	Iteration 6F: 3 clusters Score -3182919 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3184561.750000 Penalty: 1003.852966
	Iteration 7Q: 3 clusters Score -3184562 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3185098.750000 Penalty: 1003.852966
	Iteration 8Q: 3 clusters Score -3185099 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3185299.250000 Penalty: 1003.852966
	Iteration 9Q: 3 clusters Score -3185299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3185408.250000 Penalty: 1003.852966
	Iteration 10Q: 3 clusters Score -3185408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3185463.500000 Penalty: 1003.852966
	Iteration 11Q: 3 clusters Score -3185464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3185494.500000 Penalty: 1003.852966
	Iteration 12Q: 3 clusters Score -3185494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3185520.500000 Penalty: 1003.852966
	Iteration 13Q: 3 clusters Score -3185520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3185541.000000 Penalty: 1003.852966
	Iteration 14Q: 3 clusters Score -3185541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3185550.750000 Penalty: 1003.852966
	Iteration 15Q: 3 clusters Score -3185551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3185552.250000 Penalty: 1003.852966
	Iteration 16Q: 3 clusters Score -3185552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3185559.750000 Penalty: 1003.852966
	Iteration 17Q: 3 clusters Score -3185560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3185567.000000 Penalty: 1003.852966
	Iteration 18Q: 3 clusters Score -3185567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3185570.750000 Penalty: 1003.852966
	Iteration 19Q: 3 clusters Score -3185571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3185575.750000 Penalty: 1003.852966
	Iteration 20F: 3 clusters Score -3185576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3185581.750000 Penalty: 1003.852966
	Iteration 21Q: 3 clusters Score -3185582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3185583.000000 Penalty: 1003.852966
	Iteration 22Q: 3 clusters Score -3185583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3185586.250000 Penalty: 1003.852966
	Iteration 23Q: 3 clusters Score -3185586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3185591.500000 Penalty: 1003.852966
	Iteration 24Q: 3 clusters Score -3185592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3185590.750000 Penalty: 1003.852966
	Iteration 25Q: 3 clusters Score -3185591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3185590.500000 Penalty: 1003.852966
	Iteration 26Q: 3 clusters Score -3185590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3185591.000000 Penalty: 1003.852966
	Iteration 27Q: 3 clusters Score -3185591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3185590.750000 Penalty: 1003.852966
	Iteration 28Q: 3 clusters Score -3185591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3185591.250000 Penalty: 1003.852966
	Iteration 29Q: 3 clusters Score -3185591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3185591.750000 Penalty: 1003.852966
	Iteration 30Q: 3 clusters Score -3185592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3185591.750000 Penalty: 1003.852966
	Iteration 31F: 3 clusters Score -3185592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -6453.158203 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -6453.158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6227.223145 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -6227.223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6286.080078 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -6286.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6300.954102 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -6300.954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6302.922363 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -6302.922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6304.721680 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -6304.722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6304.721680 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -6304.722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -62421.433594 Penalty: 323.573792
	Iteration 0F: 2 clusters Score -62421.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -61456.941406 Penalty: 647.147583
	Iteration 0F: 3 clusters Score -61456.94 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -61800.285156 Penalty: 647.147583
	Iteration 1F: 3 clusters Score -61800.29 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -61887.523438 Penalty: 647.147583
	Iteration 2F: 3 clusters Score -61887.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -61936.746094 Penalty: 647.147583
	Iteration 3F: 3 clusters Score -61936.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -61975.898438 Penalty: 647.147583
	Iteration 4Q: 3 clusters Score -61975.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -62003.656250 Penalty: 647.147583
	Iteration 5Q: 3 clusters Score -62003.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -62017.406250 Penalty: 647.147583
	Iteration 6Q: 3 clusters Score -62017.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -62030.234375 Penalty: 647.147583
	Iteration 7Q: 3 clusters Score -62030.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -62043.593750 Penalty: 647.147583
	Iteration 8Q: 3 clusters Score -62043.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -62056.347656 Penalty: 647.147583
	Iteration 9Q: 3 clusters Score -62056.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -62068.312500 Penalty: 647.147583
	Iteration 10Q: 3 clusters Score -62068.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -62078.566406 Penalty: 647.147583
	Iteration 11Q: 3 clusters Score -62078.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -62091.953125 Penalty: 647.147583
	Iteration 12Q: 3 clusters Score -62091.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -62107.687500 Penalty: 647.147583
	Iteration 13Q: 3 clusters Score -62107.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -62127.070312 Penalty: 647.147583
	Iteration 14Q: 3 clusters Score -62127.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62146.761719 Penalty: 647.147583
	Iteration 15Q: 3 clusters Score -62146.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62161.601562 Penalty: 647.147583
	Iteration 16Q: 3 clusters Score -62161.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62169.500000 Penalty: 647.147583
	Iteration 17Q: 3 clusters Score -62169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62172.218750 Penalty: 647.147583
	Iteration 18Q: 3 clusters Score -62172.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62176.730469 Penalty: 647.147583
	Iteration 19Q: 3 clusters Score -62176.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62180.960938 Penalty: 647.147583
	Iteration 20F: 3 clusters Score -62180.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62183.207031 Penalty: 647.147583
	Iteration 21Q: 3 clusters Score -62183.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62185.132812 Penalty: 647.147583
	Iteration 22Q: 3 clusters Score -62185.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62186.859375 Penalty: 647.147583
	Iteration 23Q: 3 clusters Score -62186.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62190.457031 Penalty: 647.147583
	Iteration 24Q: 3 clusters Score -62190.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62192.582031 Penalty: 647.147583
	Iteration 25Q: 3 clusters Score -62192.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62193.632812 Penalty: 647.147583
	Iteration 26Q: 3 clusters Score -62193.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62194.171875 Penalty: 647.147583
	Iteration 27Q: 3 clusters Score -62194.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62194.894531 Penalty: 647.147583
	Iteration 28Q: 3 clusters Score -62194.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62195.886719 Penalty: 647.147583
	Iteration 29Q: 3 clusters Score -62195.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62196.843750 Penalty: 647.147583
	Iteration 30Q: 3 clusters Score -62196.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62198.214844 Penalty: 647.147583
	Iteration 31Q: 3 clusters Score -62198.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62199.000000 Penalty: 647.147583
	Iteration 32Q: 3 clusters Score -62199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62199.851562 Penalty: 647.147583
	Iteration 33Q: 3 clusters Score -62199.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62200.574219 Penalty: 647.147583
	Iteration 34Q: 3 clusters Score -62200.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62200.574219 Penalty: 647.147583
	Iteration 35F: 3 clusters Score -62200.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -20507.371094 Penalty: 273.956573
	Iteration 0F: 2 clusters Score -20507.37 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 206 members 
Entering Unmasked Estep 
Score: -20070.281250 Penalty: 547.913147
	Iteration 0F: 3 clusters Score -20070.28 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20231.962891 Penalty: 547.913147
	Iteration 1F: 3 clusters Score -20231.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20295.818359 Penalty: 547.913147
	Iteration 2F: 3 clusters Score -20295.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20329.974609 Penalty: 547.913147
	Iteration 3F: 3 clusters Score -20329.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20340.576172 Penalty: 547.913147
	Iteration 4Q: 3 clusters Score -20340.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20350.923828 Penalty: 547.913147
	Iteration 5Q: 3 clusters Score -20350.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20355.128906 Penalty: 547.913147
	Iteration 6Q: 3 clusters Score -20355.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20355.900391 Penalty: 547.913147
	Iteration 7Q: 3 clusters Score -20355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20357.306641 Penalty: 547.913147
	Iteration 8Q: 3 clusters Score -20357.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20358.673828 Penalty: 547.913147
	Iteration 9Q: 3 clusters Score -20358.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20358.673828 Penalty: 547.913147
	Iteration 10F: 3 clusters Score -20358.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13788.027344 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13788.03 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 136 members 
Entering Unmasked Estep 
Score: -13442.863281 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -13442.86 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13557.590820 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -13557.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13586.174805 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -13586.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13596.185547 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -13596.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13613.630859 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13613.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13621.615234 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13621.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13628.533203 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13628.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13634.226562 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -13634.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13644.749023 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -13644.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13655.686523 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -13655.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13666.763672 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -13666.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13679.085938 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -13679.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13683.143555 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -13683.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13688.660156 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -13688.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13697.388672 Penalty: 510.127991
	Iteration 14Q: 3 clusters Score -13697.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13705.333984 Penalty: 510.127991
	Iteration 15Q: 3 clusters Score -13705.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13707.599609 Penalty: 510.127991
	Iteration 16Q: 3 clusters Score -13707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13709.125000 Penalty: 510.127991
	Iteration 17Q: 3 clusters Score -13709.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13709.125000 Penalty: 510.127991
	Iteration 18F: 3 clusters Score -13709.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (11659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Entering Unmasked Estep 
Score: -589695.062500 Penalty: 426.054413
	Iteration 0F: 2 clusters Score -589695.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -581903.187500 Penalty: 852.108826
	Iteration 0F: 3 clusters Score -581903.2 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -584899.625000 Penalty: 852.108826
	Iteration 1F: 3 clusters Score -584899.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -585304.312500 Penalty: 852.108826
	Iteration 2F: 3 clusters Score -585304.3 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -585995.312500 Penalty: 852.108826
	Iteration 3F: 3 clusters Score -585995.3 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -586964.062500 Penalty: 852.108826
	Iteration 4F: 3 clusters Score -586964.1 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -588003.687500 Penalty: 852.108826
	Iteration 5F: 3 clusters Score -588003.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -588729.500000 Penalty: 852.108826
	Iteration 6F: 3 clusters Score -588729.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -589106.500000 Penalty: 852.108826
	Iteration 7Q: 3 clusters Score -589106.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -589267.250000 Penalty: 852.108826
	Iteration 8Q: 3 clusters Score -589267.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -589336.437500 Penalty: 852.108826
	Iteration 9Q: 3 clusters Score -589336.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -589350.812500 Penalty: 852.108826
	Iteration 10Q: 3 clusters Score -589350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -589356.812500 Penalty: 852.108826
	Iteration 11Q: 3 clusters Score -589356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -589362.437500 Penalty: 852.108826
	Iteration 12Q: 3 clusters Score -589362.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -589364.125000 Penalty: 852.108826
	Iteration 13Q: 3 clusters Score -589364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -589366.500000 Penalty: 852.108826
	Iteration 14Q: 3 clusters Score -589366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -589366.125000 Penalty: 852.108826
	Iteration 15Q: 3 clusters Score -589366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -589367.625000 Penalty: 852.108826
	Iteration 16Q: 3 clusters Score -589367.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -589369.687500 Penalty: 852.108826
	Iteration 17Q: 3 clusters Score -589369.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -589371.000000 Penalty: 852.108826
	Iteration 18Q: 3 clusters Score -589371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -589371.625000 Penalty: 852.108826
	Iteration 19Q: 3 clusters Score -589371.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -589373.312500 Penalty: 852.108826
	Iteration 20F: 3 clusters Score -589373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -589374.062500 Penalty: 852.108826
	Iteration 21Q: 3 clusters Score -589374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -589374.187500 Penalty: 852.108826
	Iteration 22Q: 3 clusters Score -589374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -589374.562500 Penalty: 852.108826
	Iteration 23Q: 3 clusters Score -589374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -589374.750000 Penalty: 852.108826
	Iteration 24Q: 3 clusters Score -589374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -589374.750000 Penalty: 852.108826
	Iteration 25F: 3 clusters Score -589374.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -25064.380859 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -25064.38 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 262 members 
Entering Unmasked Estep 
Score: -24588.681641 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -24588.68 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24755.273438 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -24755.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24798.134766 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -24798.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24810.976562 Penalty: 563.504944
	Iteration 3Q: 3 clusters Score -24810.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24815.941406 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -24815.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -24818.226562 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -24818.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24818.775391 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -24818.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24818.775391 Penalty: 563.504944
	Iteration 7F: 3 clusters Score -24818.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -20483.857422 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -20483.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20049.253906 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -20049.25 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20171.724609 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -20171.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20240.232422 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -20240.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20267.900391 Penalty: 549.010864
	Iteration 3F: 3 clusters Score -20267.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20275.978516 Penalty: 549.010864
	Iteration 4Q: 3 clusters Score -20275.98 nChanged 11
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: -20285.503906 Penalty: 549.010864
	Iteration 5Q: 3 clusters Score -20285.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20291.011719 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -20291.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20296.574219 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -20296.57 nChanged 6
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: -20305.382812 Penalty: 549.010864
	Iteration 8Q: 3 clusters Score -20305.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20316.105469 Penalty: 549.010864
	Iteration 9Q: 3 clusters Score -20316.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20334.882812 Penalty: 549.010864
	Iteration 10Q: 3 clusters Score -20334.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20343.484375 Penalty: 549.010864
	Iteration 11Q: 3 clusters Score -20343.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20345.267578 Penalty: 549.010864
	Iteration 12Q: 3 clusters Score -20345.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20345.267578 Penalty: 549.010864
	Iteration 13F: 3 clusters Score -20345.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (29253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Entering Unmasked Estep 
Score: -1439810.250000 Penalty: 467.910034
	Iteration 0F: 2 clusters Score -1439810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1420279.875000 Penalty: 935.820068
	Iteration 0F: 3 clusters Score -1420280 nChanged 14066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1428472.000000 Penalty: 935.820068
	Iteration 1F: 3 clusters Score -1428472 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1429031.500000 Penalty: 935.820068
	Iteration 2Q: 3 clusters Score -1429032 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1429918.000000 Penalty: 935.820068
	Iteration 3F: 3 clusters Score -1429918 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1431265.250000 Penalty: 935.820068
	Iteration 4F: 3 clusters Score -1431265 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1432890.625000 Penalty: 935.820068
	Iteration 5F: 3 clusters Score -1432891 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1434262.250000 Penalty: 935.820068
	Iteration 6F: 3 clusters Score -1434262 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -1435103.375000 Penalty: 935.820068
	Iteration 7Q: 3 clusters Score -1435103 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1435542.875000 Penalty: 935.820068
	Iteration 8Q: 3 clusters Score -1435543 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1435924.875000 Penalty: 935.820068
	Iteration 9Q: 3 clusters Score -1435925 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -1436312.125000 Penalty: 935.820068
	Iteration 10Q: 3 clusters Score -1436312 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1436679.250000 Penalty: 935.820068
	Iteration 11Q: 3 clusters Score -1436679 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -1437024.750000 Penalty: 935.820068
	Iteration 12Q: 3 clusters Score -1437025 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -1437323.125000 Penalty: 935.820068
	Iteration 13Q: 3 clusters Score -1437323 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -1437567.750000 Penalty: 935.820068
	Iteration 14Q: 3 clusters Score -1437568 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -1437766.750000 Penalty: 935.820068
	Iteration 15Q: 3 clusters Score -1437767 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1437927.750000 Penalty: 935.820068
	Iteration 16Q: 3 clusters Score -1437928 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1438085.125000 Penalty: 935.820068
	Iteration 17Q: 3 clusters Score -1438085 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -1438223.750000 Penalty: 935.820068
	Iteration 18Q: 3 clusters Score -1438224 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -1438349.500000 Penalty: 935.820068
	Iteration 19Q: 3 clusters Score -1438350 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -1438459.125000 Penalty: 935.820068
	Iteration 20F: 3 clusters Score -1438459 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -1438573.375000 Penalty: 935.820068
	Iteration 21Q: 3 clusters Score -1438573 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -1438652.625000 Penalty: 935.820068
	Iteration 22Q: 3 clusters Score -1438653 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -1438739.500000 Penalty: 935.820068
	Iteration 23Q: 3 clusters Score -1438740 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1438810.750000 Penalty: 935.820068
	Iteration 24Q: 3 clusters Score -1438811 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -1438873.375000 Penalty: 935.820068
	Iteration 25Q: 3 clusters Score -1438873 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -1438934.875000 Penalty: 935.820068
	Iteration 26Q: 3 clusters Score -1438935 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -1438987.625000 Penalty: 935.820068
	Iteration 27Q: 3 clusters Score -1438988 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -1439037.250000 Penalty: 935.820068
	Iteration 28Q: 3 clusters Score -1439037 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -1439088.500000 Penalty: 935.820068
	Iteration 29Q: 3 clusters Score -1439088 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -1439127.250000 Penalty: 935.820068
	Iteration 30Q: 3 clusters Score -1439127 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -1439167.250000 Penalty: 935.820068
	Iteration 31Q: 3 clusters Score -1439167 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1439218.625000 Penalty: 935.820068
	Iteration 32Q: 3 clusters Score -1439219 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1439251.375000 Penalty: 935.820068
	Iteration 33Q: 3 clusters Score -1439251 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1439284.625000 Penalty: 935.820068
	Iteration 34Q: 3 clusters Score -1439285 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1439302.875000 Penalty: 935.820068
	Iteration 35Q: 3 clusters Score -1439303 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1439319.500000 Penalty: 935.820068
	Iteration 36Q: 3 clusters Score -1439320 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -1439325.125000 Penalty: 935.820068
	Iteration 37Q: 3 clusters Score -1439325 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1439333.375000 Penalty: 935.820068
	Iteration 38Q: 3 clusters Score -1439333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1439344.625000 Penalty: 935.820068
	Iteration 39Q: 3 clusters Score -1439345 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -1439369.750000 Penalty: 935.820068
	Iteration 40F: 3 clusters Score -1439370 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1439388.125000 Penalty: 935.820068
	Iteration 41Q: 3 clusters Score -1439388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -1439403.750000 Penalty: 935.820068
	Iteration 42Q: 3 clusters Score -1439404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1439409.250000 Penalty: 935.820068
	Iteration 43Q: 3 clusters Score -1439409 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1439410.000000 Penalty: 935.820068
	Iteration 44Q: 3 clusters Score -1439410 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -1439418.125000 Penalty: 935.820068
	Iteration 45Q: 3 clusters Score -1439418 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1439419.875000 Penalty: 935.820068
	Iteration 46Q: 3 clusters Score -1439420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1439427.750000 Penalty: 935.820068
	Iteration 47Q: 3 clusters Score -1439428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1439432.125000 Penalty: 935.820068
	Iteration 48Q: 3 clusters Score -1439432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1439434.125000 Penalty: 935.820068
	Iteration 49Q: 3 clusters Score -1439434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1439441.750000 Penalty: 935.820068
	Iteration 50Q: 3 clusters Score -1439442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1439443.500000 Penalty: 935.820068
	Iteration 51Q: 3 clusters Score -1439444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1439441.500000 Penalty: 935.820068
	Iteration 52Q: 3 clusters Score -1439442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1439444.375000 Penalty: 935.820068
	Iteration 53Q: 3 clusters Score -1439444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1439446.750000 Penalty: 935.820068
	Iteration 54Q: 3 clusters Score -1439447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1439443.500000 Penalty: 935.820068
	Iteration 55Q: 3 clusters Score -1439444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1439445.250000 Penalty: 935.820068
	Iteration 56Q: 3 clusters Score -1439445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1439444.875000 Penalty: 935.820068
	Iteration 57Q: 3 clusters Score -1439445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1439450.875000 Penalty: 935.820068
	Iteration 58Q: 3 clusters Score -1439451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1439450.500000 Penalty: 935.820068
	Iteration 59Q: 3 clusters Score -1439450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1439448.750000 Penalty: 935.820068
	Iteration 60F: 3 clusters Score -1439449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1439450.375000 Penalty: 935.820068
	Iteration 61Q: 3 clusters Score -1439450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1439453.250000 Penalty: 935.820068
	Iteration 62Q: 3 clusters Score -1439453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1439449.875000 Penalty: 935.820068
	Iteration 63Q: 3 clusters Score -1439450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1439450.750000 Penalty: 935.820068
	Iteration 64Q: 3 clusters Score -1439451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1439449.250000 Penalty: 935.820068
	Iteration 65Q: 3 clusters Score -1439449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1439444.625000 Penalty: 935.820068
	Iteration 66Q: 3 clusters Score -1439445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1439445.250000 Penalty: 935.820068
	Iteration 67Q: 3 clusters Score -1439445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1439444.125000 Penalty: 935.820068
	Iteration 68Q: 3 clusters Score -1439444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1439446.125000 Penalty: 935.820068
	Iteration 69Q: 3 clusters Score -1439446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1439446.125000 Penalty: 935.820068
	Iteration 70Q: 3 clusters Score -1439446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1439448.375000 Penalty: 935.820068
	Iteration 71Q: 3 clusters Score -1439448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1439448.875000 Penalty: 935.820068
	Iteration 72Q: 3 clusters Score -1439449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1439449.250000 Penalty: 935.820068
	Iteration 73Q: 3 clusters Score -1439449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1439449.750000 Penalty: 935.820068
	Iteration 74Q: 3 clusters Score -1439450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1439448.250000 Penalty: 935.820068
	Iteration 75Q: 3 clusters Score -1439448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1439451.625000 Penalty: 935.820068
	Iteration 76Q: 3 clusters Score -1439452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1439453.500000 Penalty: 935.820068
	Iteration 77Q: 3 clusters Score -1439454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1439454.750000 Penalty: 935.820068
	Iteration 78Q: 3 clusters Score -1439455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1439456.000000 Penalty: 935.820068
	Iteration 79Q: 3 clusters Score -1439456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1439458.750000 Penalty: 935.820068
	Iteration 80F: 3 clusters Score -1439459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1439461.750000 Penalty: 935.820068
	Iteration 81Q: 3 clusters Score -1439462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1439462.750000 Penalty: 935.820068
	Iteration 82Q: 3 clusters Score -1439463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1439463.375000 Penalty: 935.820068
	Iteration 83Q: 3 clusters Score -1439463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1439461.625000 Penalty: 935.820068
	Iteration 84Q: 3 clusters Score -1439462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1439460.750000 Penalty: 935.820068
	Iteration 85Q: 3 clusters Score -1439461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1439463.125000 Penalty: 935.820068
	Iteration 86Q: 3 clusters Score -1439463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1439462.125000 Penalty: 935.820068
	Iteration 87Q: 3 clusters Score -1439462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1439462.375000 Penalty: 935.820068
	Iteration 88Q: 3 clusters Score -1439462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1439461.125000 Penalty: 935.820068
	Iteration 89Q: 3 clusters Score -1439461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1439459.500000 Penalty: 935.820068
	Iteration 90Q: 3 clusters Score -1439460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1439459.375000 Penalty: 935.820068
	Iteration 91Q: 3 clusters Score -1439459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1439460.375000 Penalty: 935.820068
	Iteration 92Q: 3 clusters Score -1439460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1439461.500000 Penalty: 935.820068
	Iteration 93Q: 3 clusters Score -1439462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1439462.875000 Penalty: 935.820068
	Iteration 94Q: 3 clusters Score -1439463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1439462.625000 Penalty: 935.820068
	Iteration 95Q: 3 clusters Score -1439463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1439462.625000 Penalty: 935.820068
	Iteration 96F: 3 clusters Score -1439463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (103426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Entering Unmasked Estep 
Score: -5213670.500000 Penalty: 525.370850
	Iteration 0F: 2 clusters Score -5213670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -5144558.500000 Penalty: 1050.741699
	Iteration 0F: 3 clusters Score -5144558 nChanged 50555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -5176851.500000 Penalty: 1050.741699
	Iteration 1F: 3 clusters Score -5176852 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -5178843.000000 Penalty: 1050.741699
	Iteration 2Q: 3 clusters Score -5178843 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -5182133.500000 Penalty: 1050.741699
	Iteration 3F: 3 clusters Score -5182134 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -5187133.000000 Penalty: 1050.741699
	Iteration 4F: 3 clusters Score -5187133 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -5193003.500000 Penalty: 1050.741699
	Iteration 5F: 3 clusters Score -5193004 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -5197564.000000 Penalty: 1050.741699
	Iteration 6F: 3 clusters Score -5197564 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -5199774.000000 Penalty: 1050.741699
	Iteration 7Q: 3 clusters Score -5199774 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -5200887.000000 Penalty: 1050.741699
	Iteration 8Q: 3 clusters Score -5200887 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -5201693.000000 Penalty: 1050.741699
	Iteration 9Q: 3 clusters Score -5201693 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -5202467.500000 Penalty: 1050.741699
	Iteration 10Q: 3 clusters Score -5202468 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -5203300.500000 Penalty: 1050.741699
	Iteration 11Q: 3 clusters Score -5203300 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 78642 members 
Entering Unmasked Estep 
Score: -5204176.000000 Penalty: 1050.741699
	Iteration 12Q: 3 clusters Score -5204176 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -5205016.000000 Penalty: 1050.741699
	Iteration 13Q: 3 clusters Score -5205016 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 81239 members 
Entering Unmasked Estep 
Score: -5205684.500000 Penalty: 1050.741699
	Iteration 14Q: 3 clusters Score -5205684 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -5206319.500000 Penalty: 1050.741699
	Iteration 15Q: 3 clusters Score -5206320 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -5206822.500000 Penalty: 1050.741699
	Iteration 16Q: 3 clusters Score -5206822 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -5207217.000000 Penalty: 1050.741699
	Iteration 17Q: 3 clusters Score -5207217 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
Score: -5207538.000000 Penalty: 1050.741699
	Iteration 18Q: 3 clusters Score -5207538 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -5207799.000000 Penalty: 1050.741699
	Iteration 19Q: 3 clusters Score -5207799 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 86298 members 
Entering Unmasked Estep 
Score: -5208036.000000 Penalty: 1050.741699
	Iteration 20F: 3 clusters Score -5208036 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
Score: -5208296.500000 Penalty: 1050.741699
	Iteration 21Q: 3 clusters Score -5208296 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -5208545.000000 Penalty: 1050.741699
	Iteration 22Q: 3 clusters Score -5208545 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 88072 members 
Entering Unmasked Estep 
Score: -5208727.000000 Penalty: 1050.741699
	Iteration 23Q: 3 clusters Score -5208727 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 88598 members 
Entering Unmasked Estep 
Score: -5208945.500000 Penalty: 1050.741699
	Iteration 24Q: 3 clusters Score -5208946 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -5209154.500000 Penalty: 1050.741699
	Iteration 25Q: 3 clusters Score -5209154 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -5209413.500000 Penalty: 1050.741699
	Iteration 26Q: 3 clusters Score -5209414 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -5209636.000000 Penalty: 1050.741699
	Iteration 27Q: 3 clusters Score -5209636 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -5209864.000000 Penalty: 1050.741699
	Iteration 28Q: 3 clusters Score -5209864 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -5210060.500000 Penalty: 1050.741699
	Iteration 29Q: 3 clusters Score -5210060 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 91532 members 
Entering Unmasked Estep 
Score: -5210284.500000 Penalty: 1050.741699
	Iteration 30Q: 3 clusters Score -5210284 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 91927 members 
Entering Unmasked Estep 
Score: -5210475.500000 Penalty: 1050.741699
	Iteration 31Q: 3 clusters Score -5210476 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 92307 members 
Entering Unmasked Estep 
Score: -5210642.500000 Penalty: 1050.741699
	Iteration 32Q: 3 clusters Score -5210642 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -5210772.000000 Penalty: 1050.741699
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10423 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5210998 nChanged 278
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Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 93596 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5211094 nChanged 250
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Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5211157 nChanged 220
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Mstep: Class 1 contains 9368 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5211211 nChanged 203
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Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8983 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 94817 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5211492 nChanged 152
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Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5211537 nChanged 146
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Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5211581 nChanged 154
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Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5211625 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5211652 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 95857 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5211692 nChanged 135
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Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 95988 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5211718 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5211762 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5211816 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5211865 nChanged 108
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Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5211876 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5211888 nChanged 110
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Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 96651 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5211917 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5211938 nChanged 105
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Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5211980 nChanged 94
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Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5211996 nChanged 91
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Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5212028 nChanged 104
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Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 97153 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5212052 nChanged 100
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Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 97253 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5212075 nChanged 88
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Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 97341 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5212101 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5212110 nChanged 105
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Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5212123 nChanged 87
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Mstep: Class 1 contains 5807 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5212160 nChanged 90
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Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 97709 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5212181 nChanged 85
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Mstep: Class 1 contains 5632 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5212199 nChanged 82
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Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5212220 nChanged 73
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Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 97949 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5212238 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5212258 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5212268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5212291 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 98195 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5212301 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -5212303.500000 Penalty: 1050.741699
	Iteration 75Q: 3 clusters Score -5212304 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 98297 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5212310 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5212322 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5212334 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 98420 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5212356 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5212376 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 98509 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5212376 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5212389 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 98582 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5212391 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 98615 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5212390 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 98646 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5212400 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 98683 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5212410 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 98711 members 
Entering Unmasked Estep 
Score: -5212415.500000 Penalty: 1050.741699
	Iteration 87Q: 3 clusters Score -5212416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -5212421.500000 Penalty: 1050.741699
	Iteration 88Q: 3 clusters Score -5212422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5212428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 98760 members 
Entering Unmasked Estep 
Score: -5212433.000000 Penalty: 1050.741699
	Iteration 90Q: 3 clusters Score -5212433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -5212439.500000 Penalty: 1050.741699
	Iteration 91Q: 3 clusters Score -5212440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 98792 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5212440 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 98812 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5212442 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5212454 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5212452 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5212462 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 98871 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5212458 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 98880 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5212458 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 98889 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5212462 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 98899 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5212468 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5212460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 98930 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5212469 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 98948 members 
Entering Unmasked Estep 
Score: -5212472.000000 Penalty: 1050.741699
	Iteration 103Q: 3 clusters Score -5212472 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5212476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -5212483.500000 Penalty: 1050.741699
	Iteration 105Q: 3 clusters Score -5212484 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5212490 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5212493 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 99025 members 
Entering Unmasked Estep 
Score: -5212491.500000 Penalty: 1050.741699
	Iteration 108Q: 3 clusters Score -5212492 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -5212506.000000 Penalty: 1050.741699
	Iteration 109Q: 3 clusters Score -5212506 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 99074 members 
Entering Unmasked Estep 
Score: -5212523.500000 Penalty: 1050.741699
	Iteration 110Q: 3 clusters Score -5212524 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 99095 members 
Entering Unmasked Estep 
Score: -5212527.000000 Penalty: 1050.741699
	Iteration 111Q: 3 clusters Score -5212527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 99114 members 
Entering Unmasked Estep 
Score: -5212537.500000 Penalty: 1050.741699
	Iteration 112Q: 3 clusters Score -5212538 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -5212532.500000 Penalty: 1050.741699
	Iteration 113Q: 3 clusters Score -5212532 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -5212538.000000 Penalty: 1050.741699
	Iteration 114Q: 3 clusters Score -5212538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 99144 members 
Entering Unmasked Estep 
Score: -5212543.500000 Penalty: 1050.741699
	Iteration 115Q: 3 clusters Score -5212544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -5212538.000000 Penalty: 1050.741699
	Iteration 116Q: 3 clusters Score -5212538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -5212546.000000 Penalty: 1050.741699
	Iteration 117Q: 3 clusters Score -5212546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 99159 members 
Entering Unmasked Estep 
Score: -5212540.500000 Penalty: 1050.741699
	Iteration 118Q: 3 clusters Score -5212540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 99160 members 
Entering Unmasked Estep 
Score: -5212544.500000 Penalty: 1050.741699
	Iteration 119Q: 3 clusters Score -5212544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 99161 members 
Entering Unmasked Estep 
Score: -5212545.500000 Penalty: 1050.741699
	Iteration 120F: 3 clusters Score -5212546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (120289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120289 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -6098180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -6017436.500000 Penalty: 1064.486450
	Iteration 0F: 3 clusters Score -6017436 nChanged 59131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6053740 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6055657 nChanged 5866
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -6058894.500000 Penalty: 1064.486450
	Iteration 3Q: 3 clusters Score -6058894 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -6064523.000000 Penalty: 1064.486450
	Iteration 4F: 3 clusters Score -6064523 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -6072946.500000 Penalty: 1064.486450
	Iteration 5F: 3 clusters Score -6072946 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 95972 members 
Entering Unmasked Estep 
Score: -6081820.500000 Penalty: 1064.486450
	Iteration 6F: 3 clusters Score -6081820 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 101883 members 
Entering Unmasked Estep 
Score: -6088307.500000 Penalty: 1064.486450
	Iteration 7F: 3 clusters Score -6088308 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 105388 members 
Entering Unmasked Estep 
Score: -6091908.500000 Penalty: 1064.486450
	Iteration 8Q: 3 clusters Score -6091908 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 107531 members 
Entering Unmasked Estep 
Score: -6093875.500000 Penalty: 1064.486450
	Iteration 9Q: 3 clusters Score -6093876 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 108971 members 
Entering Unmasked Estep 
Score: -6094867.500000 Penalty: 1064.486450
	Iteration 10Q: 3 clusters Score -6094868 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 110125 members 
Entering Unmasked Estep 
Score: -6095537.000000 Penalty: 1064.486450
	Iteration 11Q: 3 clusters Score -6095537 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 111070 members 
Entering Unmasked Estep 
Score: -6095941.500000 Penalty: 1064.486450
	Iteration 12Q: 3 clusters Score -6095942 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 111919 members 
Entering Unmasked Estep 
Score: -6096212.500000 Penalty: 1064.486450
	Iteration 13Q: 3 clusters Score -6096212 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 112697 members 
Entering Unmasked Estep 
Score: -6096368.500000 Penalty: 1064.486450
	Iteration 14Q: 3 clusters Score -6096368 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 113442 members 
Entering Unmasked Estep 
Score: -6096508.500000 Penalty: 1064.486450
	Iteration 15Q: 3 clusters Score -6096508 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 114107 members 
Entering Unmasked Estep 
Score: -6096605.500000 Penalty: 1064.486450
	Iteration 16Q: 3 clusters Score -6096606 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 114771 members 
Entering Unmasked Estep 
Score: -6096759.500000 Penalty: 1064.486450
	Iteration 17Q: 3 clusters Score -6096760 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 115395 members 
Entering Unmasked Estep 
Score: -6096814.000000 Penalty: 1064.486450
	Iteration 18Q: 3 clusters Score -6096814 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 115987 members 
Entering Unmasked Estep 
Score: -6096918.000000 Penalty: 1064.486450
	Iteration 19Q: 3 clusters Score -6096918 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 116548 members 
Entering Unmasked Estep 
Score: -6097009.500000 Penalty: 1064.486450
	Iteration 20F: 3 clusters Score -6097010 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 117044 members 
Entering Unmasked Estep 
Score: -6097050.500000 Penalty: 1064.486450
	Iteration 21Q: 3 clusters Score -6097050 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -6097100.500000 Penalty: 1064.486450
	Iteration 22Q: 3 clusters Score -6097100 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 117913 members 
Entering Unmasked Estep 
Score: -6097194.000000 Penalty: 1064.486450
	Iteration 23Q: 3 clusters Score -6097194 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 118292 members 
Entering Unmasked Estep 
Score: -6097269.500000 Penalty: 1064.486450
	Iteration 24Q: 3 clusters Score -6097270 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 118619 members 
Entering Unmasked Estep 
Score: -6097333.500000 Penalty: 1064.486450
	Iteration 25Q: 3 clusters Score -6097334 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 118872 members 
Entering Unmasked Estep 
Score: -6097413.000000 Penalty: 1064.486450
	Iteration 26Q: 3 clusters Score -6097413 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 119074 members 
Entering Unmasked Estep 
Score: -6097448.500000 Penalty: 1064.486450
	Iteration 27Q: 3 clusters Score -6097448 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
Score: -6097491.000000 Penalty: 1064.486450
	Iteration 28Q: 3 clusters Score -6097491 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 119365 members 
Entering Unmasked Estep 
Score: -6097529.000000 Penalty: 1064.486450
	Iteration 29Q: 3 clusters Score -6097529 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 119475 members 
Entering Unmasked Estep 
Score: -6097564.500000 Penalty: 1064.486450
	Iteration 30Q: 3 clusters Score -6097564 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 119563 members 
Entering Unmasked Estep 
Score: -6097580.000000 Penalty: 1064.486450
	Iteration 31Q: 3 clusters Score -6097580 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 119638 members 
Entering Unmasked Estep 
Score: -6097600.000000 Penalty: 1064.486450
	Iteration 32Q: 3 clusters Score -6097600 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 119709 members 
Entering Unmasked Estep 
Score: -6097630.500000 Penalty: 1064.486450
	Iteration 33Q: 3 clusters Score -6097630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 119775 members 
Entering Unmasked Estep 
Score: -6097639.000000 Penalty: 1064.486450
	Iteration 34Q: 3 clusters Score -6097639 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 119835 members 
Entering Unmasked Estep 
Score: -6097661.500000 Penalty: 1064.486450
	Iteration 35Q: 3 clusters Score -6097662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 119890 members 
Entering Unmasked Estep 
Score: -6097676.000000 Penalty: 1064.486450
	Iteration 36Q: 3 clusters Score -6097676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 119923 members 
Entering Unmasked Estep 
Score: -6097685.000000 Penalty: 1064.486450
	Iteration 37Q: 3 clusters Score -6097685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 119948 members 
Entering Unmasked Estep 
Score: -6097698.500000 Penalty: 1064.486450
	Iteration 38Q: 3 clusters Score -6097698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 119978 members 
Entering Unmasked Estep 
Score: -6097710.500000 Penalty: 1064.486450
	Iteration 39Q: 3 clusters Score -6097710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 120000 members 
Entering Unmasked Estep 
Score: -6097712.000000 Penalty: 1064.486450
	Iteration 40F: 3 clusters Score -6097712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 120017 members 
Entering Unmasked Estep 
Score: -6097730.000000 Penalty: 1064.486450
	Iteration 41Q: 3 clusters Score -6097730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 120036 members 
Entering Unmasked Estep 
Score: -6097739.000000 Penalty: 1064.486450
	Iteration 42Q: 3 clusters Score -6097739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 120053 members 
Entering Unmasked Estep 
Score: -6097745.000000 Penalty: 1064.486450
	Iteration 43Q: 3 clusters Score -6097745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 120063 members 
Entering Unmasked Estep 
Score: -6097743.000000 Penalty: 1064.486450
	Iteration 44Q: 3 clusters Score -6097743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 120071 members 
Entering Unmasked Estep 
Score: -6097748.000000 Penalty: 1064.486450
	Iteration 45Q: 3 clusters Score -6097748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 120076 members 
Entering Unmasked Estep 
Score: -6097754.000000 Penalty: 1064.486450
	Iteration 46Q: 3 clusters Score -6097754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 120079 members 
Entering Unmasked Estep 
Score: -6097759.000000 Penalty: 1064.486450
	Iteration 47Q: 3 clusters Score -6097759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 120081 members 
Entering Unmasked Estep 
Score: -6097758.000000 Penalty: 1064.486450
	Iteration 48Q: 3 clusters Score -6097758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 120083 members 
Entering Unmasked Estep 
Score: -6097757.000000 Penalty: 1064.486450
	Iteration 49Q: 3 clusters Score -6097757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 120088 members 
Entering Unmasked Estep 
Score: -6097758.500000 Penalty: 1064.486450
	Iteration 50Q: 3 clusters Score -6097758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 120090 members 
Entering Unmasked Estep 
Score: -6097759.500000 Penalty: 1064.486450
	Iteration 51Q: 3 clusters Score -6097760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -6097759.500000 Penalty: 1064.486450
	Iteration 52Q: 3 clusters Score -6097760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -6097759.500000 Penalty: 1064.486450
	Iteration 53F: 3 clusters Score -6097760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7326.142090 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7326.142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7103.601562 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7103.602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7151.018555 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7151.019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7154.557617 Penalty: 454.129395
	Iteration 2Q: 3 clusters Score -7154.558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7158.312012 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -7158.312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7162.349121 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7162.349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7162.816895 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -7162.817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7162.816895 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -7162.817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -38730.890625 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -38730.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -38069.562500 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -38069.56 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -38393.480469 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -38393.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -38470.523438 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -38470.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -38509.234375 Penalty: 611.540039
	Iteration 3F: 3 clusters Score -38509.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -38526.902344 Penalty: 611.540039
	Iteration 4Q: 3 clusters Score -38526.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -38537.019531 Penalty: 611.540039
	Iteration 5Q: 3 clusters Score -38537.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -38545.433594 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -38545.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -38548.941406 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -38548.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -38549.511719 Penalty: 611.540039
	Iteration 8Q: 3 clusters Score -38549.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -38549.898438 Penalty: 611.540039
	Iteration 9Q: 3 clusters Score -38549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -38550.058594 Penalty: 611.540039
	Iteration 10Q: 3 clusters Score -38550.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -38550.585938 Penalty: 611.540039
	Iteration 11Q: 3 clusters Score -38550.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -38553.312500 Penalty: 611.540039
	Iteration 12Q: 3 clusters Score -38553.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -38555.519531 Penalty: 611.540039
	Iteration 13Q: 3 clusters Score -38555.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -38561.265625 Penalty: 611.540039
	Iteration 14Q: 3 clusters Score -38561.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -38565.812500 Penalty: 611.540039
	Iteration 15Q: 3 clusters Score -38565.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -38571.179688 Penalty: 611.540039
	Iteration 16Q: 3 clusters Score -38571.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -38577.308594 Penalty: 611.540039
	Iteration 17Q: 3 clusters Score -38577.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -38583.730469 Penalty: 611.540039
	Iteration 18Q: 3 clusters Score -38583.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -38587.687500 Penalty: 611.540039
	Iteration 19Q: 3 clusters Score -38587.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -38592.863281 Penalty: 611.540039
	Iteration 20F: 3 clusters Score -38592.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -38598.386719 Penalty: 611.540039
	Iteration 21Q: 3 clusters Score -38598.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -38606.464844 Penalty: 611.540039
	Iteration 22Q: 3 clusters Score -38606.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -38620.757812 Penalty: 611.540039
	Iteration 23Q: 3 clusters Score -38620.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -38635.882812 Penalty: 611.540039
	Iteration 24Q: 3 clusters Score -38635.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -38653.265625 Penalty: 611.540039
	Iteration 25Q: 3 clusters Score -38653.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -38668.917969 Penalty: 611.540039
	Iteration 26Q: 3 clusters Score -38668.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -38693.832031 Penalty: 611.540039
	Iteration 27Q: 3 clusters Score -38693.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -38704.730469 Penalty: 611.540039
	Iteration 28Q: 3 clusters Score -38704.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -38707.695312 Penalty: 611.540039
	Iteration 29Q: 3 clusters Score -38707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -38708.445312 Penalty: 611.540039
	Iteration 30Q: 3 clusters Score -38708.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -38709.859375 Penalty: 611.540039
	Iteration 31Q: 3 clusters Score -38709.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -38709.859375 Penalty: 611.540039
	Iteration 32F: 3 clusters Score -38709.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -18837.130859 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -18837.13 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 219 members 
Entering Unmasked Estep 
Score: -18406.722656 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -18406.72 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18598.380859 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -18598.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18665.208984 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -18665.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18698.861328 Penalty: 550.953979
	Iteration 3F: 3 clusters Score -18698.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18709.103516 Penalty: 550.953979
	Iteration 4Q: 3 clusters Score -18709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18721.195312 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -18721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18722.041016 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -18722.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18722.658203 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -18722.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18722.658203 Penalty: 550.953979
	Iteration 8F: 3 clusters Score -18722.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5327.793945 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5327.794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5135.770020 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5135.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5181.328613 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5181.329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5188.406738 Penalty: 427.743713
	Iteration 2Q: 3 clusters Score -5188.407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5191.963379 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5191.963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5195.954590 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5195.955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5196.507324 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -5196.507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5198.727051 Penalty: 427.743713
	Iteration 6Q: 3 clusters Score -5198.727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5198.727051 Penalty: 427.743713
	Iteration 7F: 3 clusters Score -5198.727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -14590.857422 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -14590.86 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 137 members 
Entering Unmasked Estep 
Score: -14249.596680 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -14249.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14320.368164 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -14320.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14362.920898 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -14362.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14381.415039 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -14381.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14409.539062 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -14409.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14441.546875 Penalty: 509.792816
	Iteration 5F: 3 clusters Score -14441.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14455.734375 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -14455.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14467.095703 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -14467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14470.987305 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -14470.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14479.492188 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -14479.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14489.481445 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -14489.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14495.367188 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -14495.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14505.510742 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -14505.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14531.641602 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -14531.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14557.583008 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -14557.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14572.763672 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -14572.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14578.083984 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -14578.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14581.772461 Penalty: 509.792816
	Iteration 17Q: 3 clusters Score -14581.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14600.931641 Penalty: 509.792816
	Iteration 18Q: 3 clusters Score -14600.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14618.066406 Penalty: 509.792816
	Iteration 19Q: 3 clusters Score -14618.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14623.035156 Penalty: 509.792816
	Iteration 20F: 3 clusters Score -14623.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99810 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 216531 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 56484 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 10014 members 
Mstep: Class 16 contains 58304 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 54023 members 
Mstep: Class 19 contains 75381 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93165 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 214128 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94023 members 
Mstep: Class 29 contains 10702 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 14303 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 42627 members 
Mstep: Class 40 contains 92379 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 139621 members 
Mstep: Class 43 contains 186 members 
Mstep: Class 44 contains 8667 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1021 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 23171 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 169768 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 8733 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 61781 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11659 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 29253 members 
Mstep: Class 65 contains 103426 members 
Mstep: Class 66 contains 120289 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 140 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18968 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 376 members 
Mstep: Class 78 contains 131 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
Score: -90716632.000000 Penalty: 52748.445312
Splitting cluster 71 changes total score from -90711968.000000 to -90716632.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 72 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -13180.846680 Penalty: 256.220123
	Iteration 0F: 2 clusters Score -13180.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12872.922852 Penalty: 512.440247
	Iteration 0F: 3 clusters Score -12872.92 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12976.251953 Penalty: 512.440247
	Iteration 1F: 3 clusters Score -12976.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13001.467773 Penalty: 512.440247
	Iteration 2Q: 3 clusters Score -13001.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13013.902344 Penalty: 512.440247
	Iteration 3Q: 3 clusters Score -13013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13020.804688 Penalty: 512.440247
	Iteration 4Q: 3 clusters Score -13020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13022.382812 Penalty: 512.440247
	Iteration 5Q: 3 clusters Score -13022.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13023.580078 Penalty: 512.440247
	Iteration 6Q: 3 clusters Score -13023.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13023.992188 Penalty: 512.440247
	Iteration 7Q: 3 clusters Score -13023.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13024.289062 Penalty: 512.440247
	Iteration 8Q: 3 clusters Score -13024.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13024.455078 Penalty: 512.440247
	Iteration 9Q: 3 clusters Score -13024.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13024.455078 Penalty: 512.440247
	Iteration 10F: 3 clusters Score -13024.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10613.251953 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10613.25 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 94 members 
Entering Unmasked Estep 
Score: -10309.268555 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10309.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10394.085938 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10394.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10423.279297 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10423.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10431.103516 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -10431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10439.640625 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10439.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10445.281250 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10445.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10446.621094 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10446.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10446.621094 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -10446.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -333830.468750 Penalty: 400.569458
	Iteration 0F: 2 clusters Score -333830.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -329364.625000 Penalty: 801.138916
	Iteration 0F: 3 clusters Score -329364.6 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -331226.031250 Penalty: 801.138916
	Iteration 1F: 3 clusters Score -331226 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -331481.343750 Penalty: 801.138916
	Iteration 2F: 3 clusters Score -331481.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -331720.250000 Penalty: 801.138916
	Iteration 3F: 3 clusters Score -331720.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -331927.312500 Penalty: 801.138916
	Iteration 4F: 3 clusters Score -331927.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -332109.281250 Penalty: 801.138916
	Iteration 5Q: 3 clusters Score -332109.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -332304.562500 Penalty: 801.138916
	Iteration 6Q: 3 clusters Score -332304.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -332522.250000 Penalty: 801.138916
	Iteration 7Q: 3 clusters Score -332522.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -332704.718750 Penalty: 801.138916
	Iteration 8Q: 3 clusters Score -332704.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -332847.468750 Penalty: 801.138916
	Iteration 9Q: 3 clusters Score -332847.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -332943.375000 Penalty: 801.138916
	Iteration 10Q: 3 clusters Score -332943.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -333020.562500 Penalty: 801.138916
	Iteration 11Q: 3 clusters Score -333020.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -333091.968750 Penalty: 801.138916
	Iteration 12Q: 3 clusters Score -333092 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -333147.250000 Penalty: 801.138916
	Iteration 13Q: 3 clusters Score -333147.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -333193.750000 Penalty: 801.138916
	Iteration 14Q: 3 clusters Score -333193.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -333248.812500 Penalty: 801.138916
	Iteration 15Q: 3 clusters Score -333248.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -333300.750000 Penalty: 801.138916
	Iteration 16Q: 3 clusters Score -333300.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -333352.562500 Penalty: 801.138916
	Iteration 17Q: 3 clusters Score -333352.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -333399.687500 Penalty: 801.138916
	Iteration 18Q: 3 clusters Score -333399.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -333446.937500 Penalty: 801.138916
	Iteration 19Q: 3 clusters Score -333446.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -333473.718750 Penalty: 801.138916
	Iteration 20F: 3 clusters Score -333473.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -333498.125000 Penalty: 801.138916
	Iteration 21Q: 3 clusters Score -333498.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -333533.562500 Penalty: 801.138916
	Iteration 22Q: 3 clusters Score -333533.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -333560.875000 Penalty: 801.138916
	Iteration 23Q: 3 clusters Score -333560.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -333579.781250 Penalty: 801.138916
	Iteration 24Q: 3 clusters Score -333579.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -333600.812500 Penalty: 801.138916
	Iteration 25Q: 3 clusters Score -333600.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -333608.625000 Penalty: 801.138916
	Iteration 26Q: 3 clusters Score -333608.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -333610.812500 Penalty: 801.138916
	Iteration 27Q: 3 clusters Score -333610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -333611.312500 Penalty: 801.138916
	Iteration 28Q: 3 clusters Score -333611.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -333611.312500 Penalty: 801.138916
	Iteration 29F: 3 clusters Score -333611.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (18968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Entering Unmasked Estep 
Score: -958587.562500 Penalty: 448.198151
	Iteration 0F: 2 clusters Score -958587.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -946045.250000 Penalty: 896.396301
	Iteration 0F: 3 clusters Score -946045.2 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -951046.125000 Penalty: 896.396301
	Iteration 1F: 3 clusters Score -951046.1 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -951396.562500 Penalty: 896.396301
	Iteration 2Q: 3 clusters Score -951396.6 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -951892.250000 Penalty: 896.396301
	Iteration 3F: 3 clusters Score -951892.2 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -952706.187500 Penalty: 896.396301
	Iteration 4F: 3 clusters Score -952706.2 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -954046.250000 Penalty: 896.396301
	Iteration 5F: 3 clusters Score -954046.2 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -955586.687500 Penalty: 896.396301
	Iteration 6F: 3 clusters Score -955586.7 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -956503.562500 Penalty: 896.396301
	Iteration 7F: 3 clusters Score -956503.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -956999.250000 Penalty: 896.396301
	Iteration 8Q: 3 clusters Score -956999.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -957355.000000 Penalty: 896.396301
	Iteration 9Q: 3 clusters Score -957355 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -957670.437500 Penalty: 896.396301
	Iteration 10Q: 3 clusters Score -957670.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -957913.250000 Penalty: 896.396301
	Iteration 11Q: 3 clusters Score -957913.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -958086.562500 Penalty: 896.396301
	Iteration 12Q: 3 clusters Score -958086.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -958206.312500 Penalty: 896.396301
	Iteration 13Q: 3 clusters Score -958206.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -958274.562500 Penalty: 896.396301
	Iteration 14Q: 3 clusters Score -958274.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -958317.125000 Penalty: 896.396301
	Iteration 15Q: 3 clusters Score -958317.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -958334.625000 Penalty: 896.396301
	Iteration 16Q: 3 clusters Score -958334.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -958345.812500 Penalty: 896.396301
	Iteration 17Q: 3 clusters Score -958345.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -958348.687500 Penalty: 896.396301
	Iteration 18Q: 3 clusters Score -958348.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -958350.062500 Penalty: 896.396301
	Iteration 19Q: 3 clusters Score -958350.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -958353.437500 Penalty: 896.396301
	Iteration 20F: 3 clusters Score -958353.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -958355.437500 Penalty: 896.396301
	Iteration 21Q: 3 clusters Score -958355.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -958359.625000 Penalty: 896.396301
	Iteration 22Q: 3 clusters Score -958359.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -958362.562500 Penalty: 896.396301
	Iteration 23Q: 3 clusters Score -958362.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -958363.875000 Penalty: 896.396301
	Iteration 24Q: 3 clusters Score -958363.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -958367.125000 Penalty: 896.396301
	Iteration 25Q: 3 clusters Score -958367.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -958371.875000 Penalty: 896.396301
	Iteration 26Q: 3 clusters Score -958371.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -958373.750000 Penalty: 896.396301
	Iteration 27Q: 3 clusters Score -958373.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -958374.125000 Penalty: 896.396301
	Iteration 28Q: 3 clusters Score -958374.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -958375.062500 Penalty: 896.396301
	Iteration 29Q: 3 clusters Score -958375.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -958375.375000 Penalty: 896.396301
	Iteration 30Q: 3 clusters Score -958375.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -958377.437500 Penalty: 896.396301
	Iteration 31Q: 3 clusters Score -958377.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -958381.250000 Penalty: 896.396301
	Iteration 32Q: 3 clusters Score -958381.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -958383.625000 Penalty: 896.396301
	Iteration 33Q: 3 clusters Score -958383.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -958385.562500 Penalty: 896.396301
	Iteration 34Q: 3 clusters Score -958385.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -958390.125000 Penalty: 896.396301
	Iteration 35Q: 3 clusters Score -958390.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -958392.562500 Penalty: 896.396301
	Iteration 36Q: 3 clusters Score -958392.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -958390.062500 Penalty: 896.396301
	Iteration 37Q: 3 clusters Score -958390.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -958389.125000 Penalty: 896.396301
	Iteration 38Q: 3 clusters Score -958389.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -958389.937500 Penalty: 896.396301
	Iteration 39Q: 3 clusters Score -958389.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -958388.812500 Penalty: 896.396301
	Iteration 40F: 3 clusters Score -958388.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -958390.625000 Penalty: 896.396301
	Iteration 41Q: 3 clusters Score -958390.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -958392.312500 Penalty: 896.396301
	Iteration 42Q: 3 clusters Score -958392.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -958393.687500 Penalty: 896.396301
	Iteration 43Q: 3 clusters Score -958393.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -958393.687500 Penalty: 896.396301
	Iteration 44Q: 3 clusters Score -958393.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -958393.750000 Penalty: 896.396301
	Iteration 45Q: 3 clusters Score -958393.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -958395.750000 Penalty: 896.396301
	Iteration 46Q: 3 clusters Score -958395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -958394.812500 Penalty: 896.396301
	Iteration 47Q: 3 clusters Score -958394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -958395.437500 Penalty: 896.396301
	Iteration 48Q: 3 clusters Score -958395.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -958394.875000 Penalty: 896.396301
	Iteration 49Q: 3 clusters Score -958394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -958394.812500 Penalty: 896.396301
	Iteration 50Q: 3 clusters Score -958394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -958395.312500 Penalty: 896.396301
	Iteration 51Q: 3 clusters Score -958395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -958395.812500 Penalty: 896.396301
	Iteration 52Q: 3 clusters Score -958395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -958394.937500 Penalty: 896.396301
	Iteration 53Q: 3 clusters Score -958394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -958395.937500 Penalty: 896.396301
	Iteration 54Q: 3 clusters Score -958395.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -958395.812500 Penalty: 896.396301
	Iteration 55Q: 3 clusters Score -958395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -958394.937500 Penalty: 896.396301
	Iteration 56Q: 3 clusters Score -958394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -958394.937500 Penalty: 896.396301
	Iteration 57Q: 3 clusters Score -958394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -958394.937500 Penalty: 896.396301
	Iteration 58F: 3 clusters Score -958394.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (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: -11829.561523 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11829.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11519.951172 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11519.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11593.992188 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11593.99 nChanged 20
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: -11615.771484 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11615.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11628.015625 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -11628.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11637.164062 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11637.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11642.333008 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11642.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11647.534180 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11647.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11650.041016 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -11650.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11650.041016 Penalty: 494.070465
	Iteration 8F: 3 clusters Score -11650.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -9761.485352 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -9761.485 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 100 members 
Entering Unmasked Estep 
Score: -9493.539062 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -9493.539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9557.854492 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -9557.854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9576.640625 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -9576.641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9581.482422 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -9581.482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9585.523438 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -9585.523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9586.166992 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -9586.167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9586.166992 Penalty: 473.063202
	Iteration 6F: 3 clusters Score -9586.167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99810 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 216531 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 56484 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 10014 members 
Mstep: Class 16 contains 58304 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 54023 members 
Mstep: Class 19 contains 75381 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93165 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 214128 members 
Mstep: Class 25 contains 19115 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 94023 members 
Mstep: Class 29 contains 10702 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 38 contains 1401 members 
Mstep: Class 39 contains 42627 members 
Mstep: Class 40 contains 92379 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 139621 members 
Mstep: Class 43 contains 186 members 
Mstep: Class 44 contains 8667 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1021 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 51 contains 78 members 
Mstep: Class 52 contains 169768 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 8733 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 61781 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1226 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11659 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 29253 members 
Mstep: Class 65 contains 103426 members 
Mstep: Class 66 contains 120289 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 829 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 140 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6659 members 
Mstep: Class 75 contains 18968 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 79 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90721464.000000 Penalty: 52748.445312
Iteration 439Q: 81 clusters Score -9.072146e+07 nChanged 22560
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 100311 members 
Mstep: Class 3 contains 12612 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 1753 members 
Mstep: Class 7 contains 216458 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 37015 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6904 members 
Mstep: Class 12 contains 56450 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 9866 members 
Mstep: Class 16 contains 56789 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 53154 members 
Mstep: Class 19 contains 75840 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93142 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 214699 members 
Mstep: Class 25 contains 19118 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 93882 members 
Mstep: Class 29 contains 10451 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2300 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 3072 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 14536 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 42944 members 
Mstep: Class 40 contains 95690 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 138319 members 
Mstep: Class 43 contains 186 members 
Mstep: Class 44 contains 8689 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1019 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 160 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 21774 members 
Mstep: Class 51 contains 87 members 
Mstep: Class 52 contains 169617 members 
Mstep: Class 53 contains 380 members 
Mstep: Class 54 contains 8812 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 61464 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1240 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11517 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 29676 members 
Mstep: Class 65 contains 103418 members 
Mstep: Class 66 contains 120695 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 834 members 
Mstep: Class 69 contains 424 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6657 members 
Mstep: Class 75 contains 19093 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 360 members 
Mstep: Class 78 contains 130 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90724192.000000 Penalty: 52748.445312
Iteration 440F: 81 clusters Score -9.072419e+07 nChanged 19315
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 100199 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 216438 members 
Mstep: Class 8 contains 3208 members 
Mstep: Class 9 contains 37011 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6910 members 
Mstep: Class 12 contains 56437 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5242 members 
Mstep: Class 15 contains 9712 members 
Mstep: Class 16 contains 54800 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 52113 members 
Mstep: Class 19 contains 75918 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93134 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 216398 members 
Mstep: Class 25 contains 19114 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 93739 members 
Mstep: Class 29 contains 10204 members 
Mstep: Class 30 contains 424 members 
Mstep: Class 31 contains 2304 members 
Mstep: Class 32 contains 3908 members 
Mstep: Class 33 contains 3121 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 14949 members 
Mstep: Class 38 contains 1400 members 
Mstep: Class 39 contains 43168 members 
Mstep: Class 40 contains 98307 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 137286 members 
Mstep: Class 43 contains 184 members 
Mstep: Class 44 contains 8515 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1019 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 160 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 22043 members 
Mstep: Class 51 contains 93 members 
Mstep: Class 52 contains 169314 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 8573 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 61142 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1237 members 
Mstep: Class 59 contains 411 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 11309 members 
Mstep: Class 62 contains 486 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 30079 members 
Mstep: Class 65 contains 103072 members 
Mstep: Class 66 contains 121455 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 832 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 279 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6638 members 
Mstep: Class 75 contains 19191 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 390 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90725320.000000 Penalty: 52748.445312
Iteration 441Q: 81 clusters Score -9.072532e+07 nChanged 18525
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 100095 members 
Mstep: Class 3 contains 12118 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 216415 members 
Mstep: Class 8 contains 3037 members 
Mstep: Class 9 contains 37009 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 56422 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 5224 members 
Mstep: Class 15 contains 9594 members 
Mstep: Class 16 contains 52643 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 51056 members 
Mstep: Class 19 contains 75994 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93131 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 218568 members 
Mstep: Class 25 contains 19109 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 93576 members 
Mstep: Class 29 contains 10078 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2300 members 
Mstep: Class 32 contains 4108 members 
Mstep: Class 33 contains 3160 members 
Mstep: Class 34 contains 1791 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 15358 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 43316 members 
Mstep: Class 40 contains 100955 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 136411 members 
Mstep: Class 43 contains 181 members 
Mstep: Class 44 contains 8397 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1019 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 158 members 
Mstep: Class 49 contains 89 members 
Mstep: Class 50 contains 22334 members 
Mstep: Class 51 contains 96 members 
Mstep: Class 52 contains 168954 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 8302 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 60797 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1236 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 11127 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 30510 members 
Mstep: Class 65 contains 102903 members 
Mstep: Class 66 contains 121503 members 
Mstep: Class 67 contains 145 members 
Mstep: Class 68 contains 832 members 
Mstep: Class 69 contains 423 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 282 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6627 members 
Mstep: Class 75 contains 19267 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 406 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90724824.000000 Penalty: 52748.445312
Iteration 442Q: 81 clusters Score -9.072482e+07 nChanged 19750
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99993 members 
Mstep: Class 3 contains 11885 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 1741 members 
Mstep: Class 7 contains 216364 members 
Mstep: Class 8 contains 2874 members 
Mstep: Class 9 contains 37009 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 56399 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 5225 members 
Mstep: Class 15 contains 9535 members 
Mstep: Class 16 contains 50539 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 49968 members 
Mstep: Class 19 contains 76062 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93145 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 3133 members 
Mstep: Class 24 contains 221277 members 
Mstep: Class 25 contains 19118 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 93403 members 
Mstep: Class 29 contains 10105 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 4305 members 
Mstep: Class 33 contains 3197 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 426 members 
Mstep: Class 37 contains 15927 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 43387 members 
Mstep: Class 40 contains 103750 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 135530 members 
Mstep: Class 43 contains 179 members 
Mstep: Class 44 contains 8333 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1018 members 
Mstep: Class 47 contains 729 members 
Mstep: Class 48 contains 157 members 
Mstep: Class 49 contains 88 members 
Mstep: Class 50 contains 22445 members 
Mstep: Class 51 contains 99 members 
Mstep: Class 52 contains 168609 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 8054 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 60326 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1235 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 10953 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 30931 members 
Mstep: Class 65 contains 102781 members 
Mstep: Class 66 contains 120664 members 
Mstep: Class 67 contains 146 members 
Mstep: Class 68 contains 832 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 284 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6620 members 
Mstep: Class 75 contains 19355 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 414 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90723416.000000 Penalty: 52748.445312
Iteration 443Q: 81 clusters Score -9.072342e+07 nChanged 21621
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99864 members 
Mstep: Class 3 contains 11703 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 216335 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 37014 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6903 members 
Mstep: Class 12 contains 56384 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 9497 members 
Mstep: Class 16 contains 48476 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 48886 members 
Mstep: Class 19 contains 76178 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93146 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3163 members 
Mstep: Class 24 contains 224772 members 
Mstep: Class 25 contains 19124 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 93166 members 
Mstep: Class 29 contains 10219 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2288 members 
Mstep: Class 32 contains 4490 members 
Mstep: Class 33 contains 3228 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 3981 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 16833 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 43371 members 
Mstep: Class 40 contains 106789 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 134288 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 8247 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1018 members 
Mstep: Class 47 contains 728 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 22403 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 168204 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 7836 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 59784 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1235 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 10802 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 31349 members 
Mstep: Class 65 contains 102731 members 
Mstep: Class 66 contains 118881 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 832 members 
Mstep: Class 69 contains 420 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 286 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6614 members 
Mstep: Class 75 contains 19471 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 419 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90721128.000000 Penalty: 52748.445312
Iteration 444Q: 81 clusters Score -9.072113e+07 nChanged 23324
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99734 members 
Mstep: Class 3 contains 11506 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 216324 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 37022 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6917 members 
Mstep: Class 12 contains 56355 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 5228 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 46562 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 47803 members 
Mstep: Class 19 contains 76399 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93143 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 229055 members 
Mstep: Class 25 contains 19134 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 92930 members 
Mstep: Class 29 contains 10442 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 4672 members 
Mstep: Class 33 contains 3265 members 
Mstep: Class 34 contains 1798 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 18087 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 43235 members 
Mstep: Class 40 contains 109945 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 132840 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 8160 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1017 members 
Mstep: Class 47 contains 726 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 22165 members 
Mstep: Class 51 contains 101 members 
Mstep: Class 52 contains 167817 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 7576 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 59186 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1235 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 10623 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 31763 members 
Mstep: Class 65 contains 102717 members 
Mstep: Class 66 contains 115975 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 832 members 
Mstep: Class 69 contains 420 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6612 members 
Mstep: Class 75 contains 19589 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 419 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90716480.000000 Penalty: 52748.445312
Iteration 445Q: 81 clusters Score -9.071648e+07 nChanged 25393
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99605 members 
Mstep: Class 3 contains 11336 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 216351 members 
Mstep: Class 8 contains 2510 members 
Mstep: Class 9 contains 37025 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6921 members 
Mstep: Class 12 contains 56352 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 5243 members 
Mstep: Class 15 contains 9536 members 
Mstep: Class 16 contains 44762 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 46684 members 
Mstep: Class 19 contains 76662 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93137 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3220 members 
Mstep: Class 24 contains 234258 members 
Mstep: Class 25 contains 19145 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 92665 members 
Mstep: Class 29 contains 10789 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2287 members 
Mstep: Class 32 contains 4835 members 
Mstep: Class 33 contains 3293 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 19780 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 42863 members 
Mstep: Class 40 contains 113295 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 131228 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 8036 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 725 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 21676 members 
Mstep: Class 51 contains 101 members 
Mstep: Class 52 contains 167523 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 7273 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 58607 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1235 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 10442 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 32165 members 
Mstep: Class 65 contains 102735 members 
Mstep: Class 66 contains 111860 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 833 members 
Mstep: Class 69 contains 421 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6611 members 
Mstep: Class 75 contains 19677 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 419 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90710624.000000 Penalty: 52748.445312
Iteration 446Q: 81 clusters Score -9.071062e+07 nChanged 27687
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99469 members 
Mstep: Class 3 contains 11161 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 1748 members 
Mstep: Class 7 contains 216395 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 37017 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 56347 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 14 contains 5259 members 
Mstep: Class 15 contains 9565 members 
Mstep: Class 16 contains 42956 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 45669 members 
Mstep: Class 19 contains 76998 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93132 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 240388 members 
Mstep: Class 25 contains 19164 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 92366 members 
Mstep: Class 29 contains 11304 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 4987 members 
Mstep: Class 33 contains 3317 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 21859 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 42304 members 
Mstep: Class 40 contains 116840 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 129344 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 7881 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1014 members 
Mstep: Class 47 contains 723 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 20853 members 
Mstep: Class 51 contains 101 members 
Mstep: Class 52 contains 167224 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 6949 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 57961 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1235 members 
Mstep: Class 59 contains 411 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 10270 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 415 members 
Mstep: Class 64 contains 32571 members 
Mstep: Class 65 contains 102811 members 
Mstep: Class 66 contains 106745 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 834 members 
Mstep: Class 69 contains 421 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6609 members 
Mstep: Class 75 contains 19752 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90703296.000000 Penalty: 52748.445312
Iteration 447Q: 81 clusters Score -9.07033e+07 nChanged 29684
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99274 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 1777 members 
Mstep: Class 7 contains 216435 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 37017 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 56363 members 
Mstep: Class 13 contains 480 members 
Mstep: Class 14 contains 5270 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 41185 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 44701 members 
Mstep: Class 19 contains 77458 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93130 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 3282 members 
Mstep: Class 24 contains 247367 members 
Mstep: Class 25 contains 19177 members 
Mstep: Class 26 contains 7222 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 92077 members 
Mstep: Class 29 contains 12033 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2294 members 
Mstep: Class 32 contains 5145 members 
Mstep: Class 33 contains 3333 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 24293 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 41393 members 
Mstep: Class 40 contains 120527 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 127244 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 7715 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1013 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 19681 members 
Mstep: Class 51 contains 101 members 
Mstep: Class 52 contains 166892 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 6653 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 57238 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 411 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 10095 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 32961 members 
Mstep: Class 65 contains 103021 members 
Mstep: Class 66 contains 100697 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 839 members 
Mstep: Class 69 contains 421 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6606 members 
Mstep: Class 75 contains 19820 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90694480.000000 Penalty: 52748.445312
Iteration 448Q: 81 clusters Score -9.069448e+07 nChanged 30857
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99125 members 
Mstep: Class 3 contains 10896 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 1799 members 
Mstep: Class 7 contains 216496 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 37011 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 56389 members 
Mstep: Class 13 contains 481 members 
Mstep: Class 14 contains 5281 members 
Mstep: Class 15 contains 9764 members 
Mstep: Class 16 contains 39181 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 19 contains 78037 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93142 members 
Mstep: Class 22 contains 1001 members 
Mstep: Class 23 contains 3306 members 
Mstep: Class 24 contains 253817 members 
Mstep: Class 25 contains 19194 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 91799 members 
Mstep: Class 29 contains 12904 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2296 members 
Mstep: Class 32 contains 5299 members 
Mstep: Class 33 contains 3347 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 27047 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 40267 members 
Mstep: Class 40 contains 124469 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 124947 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 7619 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1008 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 18639 members 
Mstep: Class 51 contains 101 members 
Mstep: Class 52 contains 166426 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 6420 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 56266 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 9929 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 33334 members 
Mstep: Class 65 contains 103374 members 
Mstep: Class 66 contains 94720 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 842 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6609 members 
Mstep: Class 75 contains 19880 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90686624.000000 Penalty: 52748.445312
Iteration 449Q: 81 clusters Score -9.068662e+07 nChanged 29143
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99165 members 
Mstep: Class 3 contains 10817 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 216575 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 37003 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 56392 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 15 contains 9938 members 
Mstep: Class 16 contains 37144 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 42914 members 
Mstep: Class 19 contains 78689 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93159 members 
Mstep: Class 22 contains 998 members 
Mstep: Class 23 contains 3323 members 
Mstep: Class 24 contains 258906 members 
Mstep: Class 25 contains 19217 members 
Mstep: Class 26 contains 7224 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 91514 members 
Mstep: Class 29 contains 13986 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2309 members 
Mstep: Class 32 contains 5455 members 
Mstep: Class 33 contains 3363 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 3984 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 29417 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 38842 members 
Mstep: Class 40 contains 128513 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 122670 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 7623 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 17950 members 
Mstep: Class 51 contains 101 members 
Mstep: Class 52 contains 165904 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 6299 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 55379 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1236 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 9742 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 33717 members 
Mstep: Class 65 contains 103688 members 
Mstep: Class 66 contains 89598 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 844 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6609 members 
Mstep: Class 75 contains 19913 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679016.000000 Penalty: 52748.445312
Iteration 450Q: 81 clusters Score -9.067902e+07 nChanged 26255
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99350 members 
Mstep: Class 3 contains 10721 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 216671 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 36997 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6988 members 
Mstep: Class 12 contains 56392 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 15 contains 10133 members 
Mstep: Class 16 contains 35294 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 42115 members 
Mstep: Class 19 contains 79338 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93193 members 
Mstep: Class 22 contains 995 members 
Mstep: Class 23 contains 3344 members 
Mstep: Class 24 contains 262371 members 
Mstep: Class 25 contains 19237 members 
Mstep: Class 26 contains 7224 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 91252 members 
Mstep: Class 29 contains 15125 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 5610 members 
Mstep: Class 33 contains 3381 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 31164 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 37163 members 
Mstep: Class 40 contains 132747 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 120512 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 7652 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1003 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 17594 members 
Mstep: Class 51 contains 101 members 
Mstep: Class 52 contains 165283 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 6265 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 54571 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1237 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 9530 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 34088 members 
Mstep: Class 65 contains 104027 members 
Mstep: Class 66 contains 85706 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 846 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6605 members 
Mstep: Class 75 contains 19965 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 423 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90674096.000000 Penalty: 52748.445312
Iteration 451Q: 81 clusters Score -9.06741e+07 nChanged 23945
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99493 members 
Mstep: Class 3 contains 10649 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 216733 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 37003 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7015 members 
Mstep: Class 12 contains 56415 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 5366 members 
Mstep: Class 15 contains 10316 members 
Mstep: Class 16 contains 33691 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 41330 members 
Mstep: Class 19 contains 79951 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93235 members 
Mstep: Class 22 contains 990 members 
Mstep: Class 23 contains 3366 members 
Mstep: Class 24 contains 264818 members 
Mstep: Class 25 contains 19249 members 
Mstep: Class 26 contains 7224 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 90948 members 
Mstep: Class 29 contains 16213 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 5766 members 
Mstep: Class 33 contains 3396 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 32532 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 35324 members 
Mstep: Class 40 contains 137172 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 118270 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 7667 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 1000 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 17376 members 
Mstep: Class 51 contains 101 members 
Mstep: Class 52 contains 164679 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 6229 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 53842 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1237 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 9286 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 34478 members 
Mstep: Class 65 contains 104349 members 
Mstep: Class 66 contains 82946 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 849 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6603 members 
Mstep: Class 75 contains 20017 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 426 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90670512.000000 Penalty: 52748.445312
Iteration 452Q: 81 clusters Score -9.067051e+07 nChanged 21907
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99621 members 
Mstep: Class 3 contains 10578 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 216759 members 
Mstep: Class 8 contains 2140 members 
Mstep: Class 9 contains 37005 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 56439 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 5393 members 
Mstep: Class 15 contains 10416 members 
Mstep: Class 16 contains 32316 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 40667 members 
Mstep: Class 19 contains 80434 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93281 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 3388 members 
Mstep: Class 24 contains 266259 members 
Mstep: Class 25 contains 19266 members 
Mstep: Class 26 contains 7224 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 90638 members 
Mstep: Class 29 contains 17219 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2341 members 
Mstep: Class 32 contains 5890 members 
Mstep: Class 33 contains 3409 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 33768 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 33303 members 
Mstep: Class 40 contains 141841 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 115901 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 7637 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 999 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 17260 members 
Mstep: Class 51 contains 101 members 
Mstep: Class 52 contains 164000 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 6202 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 53160 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1237 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 9020 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 34856 members 
Mstep: Class 65 contains 104798 members 
Mstep: Class 66 contains 81281 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 851 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6598 members 
Mstep: Class 75 contains 20096 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 430 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90669088.000000 Penalty: 52748.445312
Iteration 453Q: 81 clusters Score -9.066909e+07 nChanged 20262
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99713 members 
Mstep: Class 3 contains 10537 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 216804 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 37008 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 56451 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 5427 members 
Mstep: Class 15 contains 10404 members 
Mstep: Class 16 contains 31270 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 40080 members 
Mstep: Class 19 contains 80851 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93317 members 
Mstep: Class 22 contains 983 members 
Mstep: Class 23 contains 3414 members 
Mstep: Class 24 contains 266897 members 
Mstep: Class 25 contains 19276 members 
Mstep: Class 26 contains 7224 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 90344 members 
Mstep: Class 29 contains 18137 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2351 members 
Mstep: Class 32 contains 5998 members 
Mstep: Class 33 contains 3410 members 
Mstep: Class 34 contains 1804 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 34928 members 
Mstep: Class 38 contains 1402 members 
Mstep: Class 39 contains 31453 members 
Mstep: Class 40 contains 146293 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 113434 members 
Mstep: Class 43 contains 178 members 
Mstep: Class 44 contains 7595 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 996 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 17180 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 163294 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 6177 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 52587 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1237 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 8765 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 35230 members 
Mstep: Class 65 contains 105172 members 
Mstep: Class 66 contains 80508 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 853 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6594 members 
Mstep: Class 75 contains 20157 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 434 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90669032.000000 Penalty: 52748.445312
Iteration 454Q: 81 clusters Score -9.066903e+07 nChanged 18991
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99772 members 
Mstep: Class 3 contains 10514 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 216798 members 
Mstep: Class 8 contains 2079 members 
Mstep: Class 9 contains 37006 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 56436 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5444 members 
Mstep: Class 15 contains 10335 members 
Mstep: Class 16 contains 30406 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 39559 members 
Mstep: Class 19 contains 81145 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 3444 members 
Mstep: Class 24 contains 267239 members 
Mstep: Class 25 contains 19278 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 90052 members 
Mstep: Class 29 contains 18963 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2354 members 
Mstep: Class 32 contains 6074 members 
Mstep: Class 33 contains 3413 members 
Mstep: Class 34 contains 1808 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 427 members 
Mstep: Class 37 contains 36001 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 29800 members 
Mstep: Class 40 contains 150569 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 110828 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 7543 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 992 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 17112 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 162488 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 6135 members 
Mstep: Class 55 contains 925 members 
Mstep: Class 56 contains 52032 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1237 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 8480 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 35567 members 
Mstep: Class 65 contains 105706 members 
Mstep: Class 66 contains 80382 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 854 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6586 members 
Mstep: Class 75 contains 20246 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 439 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90668640.000000 Penalty: 52748.445312
Iteration 455Q: 81 clusters Score -9.066864e+07 nChanged 17225
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99837 members 
Mstep: Class 3 contains 10524 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 216793 members 
Mstep: Class 8 contains 2054 members 
Mstep: Class 9 contains 37002 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7052 members 
Mstep: Class 12 contains 56425 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5465 members 
Mstep: Class 15 contains 10270 members 
Mstep: Class 16 contains 29721 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 39051 members 
Mstep: Class 19 contains 81355 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93419 members 
Mstep: Class 22 contains 983 members 
Mstep: Class 23 contains 3481 members 
Mstep: Class 24 contains 267352 members 
Mstep: Class 25 contains 19289 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 89757 members 
Mstep: Class 29 contains 19748 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2358 members 
Mstep: Class 32 contains 6150 members 
Mstep: Class 33 contains 3416 members 
Mstep: Class 34 contains 1807 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 36953 members 
Mstep: Class 38 contains 1399 members 
Mstep: Class 39 contains 28337 members 
Mstep: Class 40 contains 154446 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 108115 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 7490 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 989 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 17067 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 161519 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 6108 members 
Mstep: Class 55 contains 925 members 
Mstep: Class 56 contains 51539 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1236 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 8181 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 35883 members 
Mstep: Class 65 contains 106366 members 
Mstep: Class 66 contains 80732 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 856 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6586 members 
Mstep: Class 75 contains 20363 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 442 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90667968.000000 Penalty: 52748.445312
Iteration 456Q: 81 clusters Score -9.066797e+07 nChanged 16029
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99869 members 
Mstep: Class 3 contains 10573 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1605 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 216786 members 
Mstep: Class 8 contains 2045 members 
Mstep: Class 9 contains 36998 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7045 members 
Mstep: Class 12 contains 56427 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 5473 members 
Mstep: Class 15 contains 10232 members 
Mstep: Class 16 contains 29103 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 38599 members 
Mstep: Class 19 contains 81538 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93452 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 3517 members 
Mstep: Class 24 contains 267308 members 
Mstep: Class 25 contains 19285 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 89484 members 
Mstep: Class 29 contains 20473 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2367 members 
Mstep: Class 32 contains 6211 members 
Mstep: Class 33 contains 3440 members 
Mstep: Class 34 contains 1809 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 37807 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 26931 members 
Mstep: Class 40 contains 157845 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 105522 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 7429 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 986 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 17039 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 160437 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 6114 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 51123 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 7837 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 36229 members 
Mstep: Class 65 contains 107190 members 
Mstep: Class 66 contains 81423 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 858 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 113 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6584 members 
Mstep: Class 75 contains 20459 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 445 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90667568.000000 Penalty: 52748.445312
Iteration 457Q: 81 clusters Score -9.066757e+07 nChanged 15033
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99905 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 216766 members 
Mstep: Class 8 contains 2042 members 
Mstep: Class 9 contains 36999 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 56430 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 5484 members 
Mstep: Class 15 contains 10220 members 
Mstep: Class 16 contains 28549 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 38212 members 
Mstep: Class 19 contains 81686 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93485 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 3547 members 
Mstep: Class 24 contains 267201 members 
Mstep: Class 25 contains 19287 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 89223 members 
Mstep: Class 29 contains 21128 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 6272 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 1810 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 38597 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 25669 members 
Mstep: Class 40 contains 160790 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 103039 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 7388 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 981 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 16979 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 159199 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 6130 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 50778 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 7461 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 36536 members 
Mstep: Class 65 contains 108135 members 
Mstep: Class 66 contains 82363 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 860 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6583 members 
Mstep: Class 75 contains 20585 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 449 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90667760.000000 Penalty: 52748.445312
Iteration 458Q: 81 clusters Score -9.066776e+07 nChanged 14235
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99961 members 
Mstep: Class 3 contains 10814 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 216760 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 9 contains 36997 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 56443 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5490 members 
Mstep: Class 15 contains 10260 members 
Mstep: Class 16 contains 28010 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 37889 members 
Mstep: Class 19 contains 81785 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93528 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 3576 members 
Mstep: Class 24 contains 267091 members 
Mstep: Class 25 contains 19289 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 88975 members 
Mstep: Class 29 contains 21688 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2376 members 
Mstep: Class 32 contains 6306 members 
Mstep: Class 33 contains 3468 members 
Mstep: Class 34 contains 1810 members 
Mstep: Class 35 contains 3988 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 39392 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 24372 members 
Mstep: Class 40 contains 163180 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 100831 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 7343 members 
Mstep: Class 45 contains 1653 members 
Mstep: Class 46 contains 978 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 16928 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 157834 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 6130 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 50515 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 7086 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 36870 members 
Mstep: Class 65 contains 109191 members 
Mstep: Class 66 contains 83471 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 862 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6579 members 
Mstep: Class 75 contains 20709 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 455 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90668712.000000 Penalty: 52748.445312
Iteration 459Q: 81 clusters Score -9.066871e+07 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99994 members 
Mstep: Class 3 contains 10969 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 216757 members 
Mstep: Class 8 contains 2045 members 
Mstep: Class 9 contains 36997 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 7005 members 
Mstep: Class 12 contains 56451 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 5498 members 
Mstep: Class 15 contains 10335 members 
Mstep: Class 16 contains 27538 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 37662 members 
Mstep: Class 19 contains 81743 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93590 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 3605 members 
Mstep: Class 24 contains 267050 members 
Mstep: Class 25 contains 19289 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 88747 members 
Mstep: Class 29 contains 22121 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2379 members 
Mstep: Class 32 contains 6342 members 
Mstep: Class 33 contains 3476 members 
Mstep: Class 34 contains 1811 members 
Mstep: Class 35 contains 3989 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 40132 members 
Mstep: Class 38 contains 1397 members 
Mstep: Class 39 contains 22985 members 
Mstep: Class 40 contains 165175 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 99015 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 7313 members 
Mstep: Class 45 contains 1652 members 
Mstep: Class 46 contains 975 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 16857 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 156165 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 6143 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 50356 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 6744 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 37233 members 
Mstep: Class 65 contains 110422 members 
Mstep: Class 66 contains 84687 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 864 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6575 members 
Mstep: Class 75 contains 20792 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 458 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90678936.000000 Penalty: 52748.445312
Iteration 460F: 81 clusters Score -9.067894e+07 nChanged 26309
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99245 members 
Mstep: Class 3 contains 11131 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 216793 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 36994 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 56442 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5498 members 
Mstep: Class 15 contains 10443 members 
Mstep: Class 16 contains 25378 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 37500 members 
Mstep: Class 19 contains 81281 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93619 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 3635 members 
Mstep: Class 24 contains 270283 members 
Mstep: Class 25 contains 19301 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 88588 members 
Mstep: Class 29 contains 22643 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 6382 members 
Mstep: Class 33 contains 3484 members 
Mstep: Class 34 contains 1812 members 
Mstep: Class 35 contains 3989 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 44936 members 
Mstep: Class 38 contains 1398 members 
Mstep: Class 39 contains 21673 members 
Mstep: Class 40 contains 167513 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 96538 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 6890 members 
Mstep: Class 45 contains 1652 members 
Mstep: Class 46 contains 974 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 13939 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 154175 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 5720 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 50289 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 6424 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 37556 members 
Mstep: Class 65 contains 111227 members 
Mstep: Class 66 contains 85950 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 864 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6572 members 
Mstep: Class 75 contains 20769 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 459 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90674504.000000 Penalty: 52748.445312
Iteration 461Q: 81 clusters Score -9.06745e+07 nChanged 26954
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 98866 members 
Mstep: Class 3 contains 11285 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 216866 members 
Mstep: Class 8 contains 2055 members 
Mstep: Class 9 contains 36988 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 12 contains 56480 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5505 members 
Mstep: Class 15 contains 10543 members 
Mstep: Class 16 contains 23414 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 37346 members 
Mstep: Class 19 contains 80970 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93664 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 3669 members 
Mstep: Class 24 contains 270473 members 
Mstep: Class 25 contains 19299 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 88482 members 
Mstep: Class 29 contains 23502 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2374 members 
Mstep: Class 32 contains 6508 members 
Mstep: Class 33 contains 3491 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 3988 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 49830 members 
Mstep: Class 38 contains 1396 members 
Mstep: Class 39 contains 20311 members 
Mstep: Class 40 contains 169397 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 94169 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 6592 members 
Mstep: Class 45 contains 1652 members 
Mstep: Class 46 contains 973 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 12507 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 151893 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 5444 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 50355 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 6114 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 37822 members 
Mstep: Class 65 contains 112309 members 
Mstep: Class 66 contains 87495 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 869 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6567 members 
Mstep: Class 75 contains 20656 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 459 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90674904.000000 Penalty: 52748.445312
Iteration 462Q: 81 clusters Score -9.06749e+07 nChanged 25957
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 98646 members 
Mstep: Class 3 contains 11427 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 216892 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 36989 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6934 members 
Mstep: Class 12 contains 56496 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5513 members 
Mstep: Class 15 contains 10691 members 
Mstep: Class 16 contains 21726 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 37219 members 
Mstep: Class 19 contains 80637 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93725 members 
Mstep: Class 22 contains 986 members 
Mstep: Class 23 contains 3695 members 
Mstep: Class 24 contains 269056 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 88389 members 
Mstep: Class 29 contains 24374 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2376 members 
Mstep: Class 32 contains 6671 members 
Mstep: Class 33 contains 3505 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 3988 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 54926 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 18982 members 
Mstep: Class 40 contains 170989 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 92060 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 6373 members 
Mstep: Class 45 contains 1652 members 
Mstep: Class 46 contains 973 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 11615 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 149320 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 5241 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 50452 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 411 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 5823 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 416 members 
Mstep: Class 64 contains 38084 members 
Mstep: Class 65 contains 113877 members 
Mstep: Class 66 contains 89067 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 872 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6564 members 
Mstep: Class 75 contains 20492 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90676096.000000 Penalty: 52748.445312
Iteration 463Q: 81 clusters Score -9.06761e+07 nChanged 25329
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 98460 members 
Mstep: Class 3 contains 11574 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 216910 members 
Mstep: Class 8 contains 2066 members 
Mstep: Class 9 contains 36991 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6931 members 
Mstep: Class 12 contains 56503 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5523 members 
Mstep: Class 15 contains 10828 members 
Mstep: Class 16 contains 20415 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 37102 members 
Mstep: Class 19 contains 80243 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93781 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 3713 members 
Mstep: Class 24 contains 266209 members 
Mstep: Class 25 contains 19312 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 88289 members 
Mstep: Class 29 contains 25196 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2371 members 
Mstep: Class 32 contains 6845 members 
Mstep: Class 33 contains 3509 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 3989 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 60418 members 
Mstep: Class 38 contains 1395 members 
Mstep: Class 39 contains 17772 members 
Mstep: Class 40 contains 172592 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 89982 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 6206 members 
Mstep: Class 45 contains 1652 members 
Mstep: Class 46 contains 973 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 11041 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 146441 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 5093 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 50640 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 411 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 5542 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 417 members 
Mstep: Class 64 contains 38361 members 
Mstep: Class 65 contains 115891 members 
Mstep: Class 66 contains 90592 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 874 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6561 members 
Mstep: Class 75 contains 20289 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 133 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680072.000000 Penalty: 52748.445312
Iteration 464Q: 81 clusters Score -9.068007e+07 nChanged 25093
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 98278 members 
Mstep: Class 3 contains 11699 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 216922 members 
Mstep: Class 8 contains 2072 members 
Mstep: Class 9 contains 36985 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6920 members 
Mstep: Class 12 contains 56510 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5510 members 
Mstep: Class 15 contains 10964 members 
Mstep: Class 16 contains 19298 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 37056 members 
Mstep: Class 19 contains 79767 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93821 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 3729 members 
Mstep: Class 24 contains 262607 members 
Mstep: Class 25 contains 19310 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 88159 members 
Mstep: Class 29 contains 25950 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2379 members 
Mstep: Class 32 contains 7014 members 
Mstep: Class 33 contains 3498 members 
Mstep: Class 34 contains 1811 members 
Mstep: Class 35 contains 3991 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 66000 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 16506 members 
Mstep: Class 40 contains 174328 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 88047 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 6053 members 
Mstep: Class 45 contains 1652 members 
Mstep: Class 46 contains 973 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 10653 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 143266 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4997 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 50939 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 411 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 5259 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 38648 members 
Mstep: Class 65 contains 118354 members 
Mstep: Class 66 contains 92079 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 875 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6560 members 
Mstep: Class 75 contains 20059 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684992.000000 Penalty: 52748.445312
Iteration 465Q: 81 clusters Score -9.068499e+07 nChanged 24771
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98125 members 
Mstep: Class 3 contains 11810 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 216916 members 
Mstep: Class 8 contains 2084 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 56509 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5480 members 
Mstep: Class 15 contains 11080 members 
Mstep: Class 16 contains 18307 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 37004 members 
Mstep: Class 19 contains 79210 members 
Mstep: Class 20 contains 288 members 
Mstep: Class 21 contains 93856 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 258893 members 
Mstep: Class 25 contains 19309 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 88017 members 
Mstep: Class 29 contains 26635 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2382 members 
Mstep: Class 32 contains 7195 members 
Mstep: Class 33 contains 3481 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 3991 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 71450 members 
Mstep: Class 38 contains 1390 members 
Mstep: Class 39 contains 15296 members 
Mstep: Class 40 contains 175978 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 86261 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 5899 members 
Mstep: Class 45 contains 1652 members 
Mstep: Class 46 contains 973 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 10371 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 139766 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4898 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 51262 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 411 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 4990 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 38937 members 
Mstep: Class 65 contains 121266 members 
Mstep: Class 66 contains 93505 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 876 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6556 members 
Mstep: Class 75 contains 19852 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90690976.000000 Penalty: 52748.445312
Iteration 466Q: 81 clusters Score -9.069098e+07 nChanged 24076
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 97951 members 
Mstep: Class 3 contains 11906 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 1852 members 
Mstep: Class 7 contains 216897 members 
Mstep: Class 8 contains 2088 members 
Mstep: Class 9 contains 36978 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 56525 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 5453 members 
Mstep: Class 15 contains 11176 members 
Mstep: Class 16 contains 17414 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36949 members 
Mstep: Class 19 contains 78573 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93877 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 3766 members 
Mstep: Class 24 contains 255795 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 87876 members 
Mstep: Class 29 contains 27261 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2390 members 
Mstep: Class 32 contains 7399 members 
Mstep: Class 33 contains 3466 members 
Mstep: Class 34 contains 1817 members 
Mstep: Class 35 contains 3991 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 76186 members 
Mstep: Class 38 contains 1388 members 
Mstep: Class 39 contains 14103 members 
Mstep: Class 40 contains 177613 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 84598 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 5741 members 
Mstep: Class 45 contains 1652 members 
Mstep: Class 46 contains 973 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 10116 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 136216 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4817 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 51663 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 411 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 4727 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 39230 members 
Mstep: Class 65 contains 124417 members 
Mstep: Class 66 contains 94736 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 876 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6552 members 
Mstep: Class 75 contains 19590 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90696280.000000 Penalty: 52748.445312
Iteration 467Q: 81 clusters Score -9.069628e+07 nChanged 22548
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 97773 members 
Mstep: Class 3 contains 12005 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 1840 members 
Mstep: Class 7 contains 216878 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 36979 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6826 members 
Mstep: Class 12 contains 56534 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 5432 members 
Mstep: Class 15 contains 11241 members 
Mstep: Class 16 contains 16544 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36886 members 
Mstep: Class 19 contains 77834 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 93886 members 
Mstep: Class 22 contains 992 members 
Mstep: Class 23 contains 3788 members 
Mstep: Class 24 contains 253802 members 
Mstep: Class 25 contains 19310 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 87759 members 
Mstep: Class 29 contains 27801 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2399 members 
Mstep: Class 32 contains 7624 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 1818 members 
Mstep: Class 35 contains 3991 members 
Mstep: Class 36 contains 428 members 
Mstep: Class 37 contains 80034 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 12928 members 
Mstep: Class 40 contains 178985 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 83140 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 5593 members 
Mstep: Class 45 contains 1652 members 
Mstep: Class 46 contains 973 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 9891 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 132812 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4723 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 52072 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 411 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 4458 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 39515 members 
Mstep: Class 65 contains 127562 members 
Mstep: Class 66 contains 95824 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 877 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6550 members 
Mstep: Class 75 contains 19274 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90698656.000000 Penalty: 52748.445312
Iteration 468Q: 81 clusters Score -9.069866e+07 nChanged 21611
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 97577 members 
Mstep: Class 3 contains 12131 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 1840 members 
Mstep: Class 7 contains 216891 members 
Mstep: Class 8 contains 2139 members 
Mstep: Class 9 contains 36982 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 56551 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 5420 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 15722 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36849 members 
Mstep: Class 19 contains 76993 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93914 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 3812 members 
Mstep: Class 24 contains 252242 members 
Mstep: Class 25 contains 19311 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 87645 members 
Mstep: Class 29 contains 28347 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2405 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 3466 members 
Mstep: Class 34 contains 1818 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 83421 members 
Mstep: Class 38 contains 1387 members 
Mstep: Class 39 contains 11872 members 
Mstep: Class 40 contains 180193 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 81648 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 5465 members 
Mstep: Class 45 contains 1651 members 
Mstep: Class 46 contains 972 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 9689 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 129389 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4630 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 52558 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 4152 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 39772 members 
Mstep: Class 65 contains 130695 members 
Mstep: Class 66 contains 96934 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 880 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6548 members 
Mstep: Class 75 contains 18943 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90700768.000000 Penalty: 52748.445312
Iteration 469Q: 81 clusters Score -9.070077e+07 nChanged 20679
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 97395 members 
Mstep: Class 3 contains 12249 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1586 members 
Mstep: Class 6 contains 1839 members 
Mstep: Class 7 contains 216873 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 36975 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 56574 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 5401 members 
Mstep: Class 15 contains 11350 members 
Mstep: Class 16 contains 14891 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36805 members 
Mstep: Class 19 contains 76117 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93931 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 250739 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 87487 members 
Mstep: Class 29 contains 28931 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2410 members 
Mstep: Class 32 contains 8021 members 
Mstep: Class 33 contains 3472 members 
Mstep: Class 34 contains 1819 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 86767 members 
Mstep: Class 38 contains 1386 members 
Mstep: Class 39 contains 10881 members 
Mstep: Class 40 contains 181162 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 80259 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 5314 members 
Mstep: Class 45 contains 1651 members 
Mstep: Class 46 contains 971 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 9518 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 126297 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4544 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 53248 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 3877 members 
Mstep: Class 62 contains 482 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 40074 members 
Mstep: Class 65 contains 133311 members 
Mstep: Class 66 contains 98102 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 881 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6547 members 
Mstep: Class 75 contains 18639 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90702296.000000 Penalty: 52748.445312
Iteration 470Q: 81 clusters Score -9.07023e+07 nChanged 19993
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 97191 members 
Mstep: Class 3 contains 12395 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1581 members 
Mstep: Class 6 contains 1840 members 
Mstep: Class 7 contains 216864 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 36975 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 56605 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 11412 members 
Mstep: Class 16 contains 14094 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36720 members 
Mstep: Class 19 contains 75240 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93923 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3863 members 
Mstep: Class 24 contains 249218 members 
Mstep: Class 25 contains 19290 members 
Mstep: Class 26 contains 7224 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 87316 members 
Mstep: Class 29 contains 29521 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2416 members 
Mstep: Class 32 contains 8258 members 
Mstep: Class 33 contains 3456 members 
Mstep: Class 34 contains 1821 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 90095 members 
Mstep: Class 38 contains 1384 members 
Mstep: Class 39 contains 9985 members 
Mstep: Class 40 contains 181906 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 78903 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 5168 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 9366 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 123356 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4452 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 54103 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 3627 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 40368 members 
Mstep: Class 65 contains 135633 members 
Mstep: Class 66 contains 99288 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6546 members 
Mstep: Class 75 contains 18352 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90704288.000000 Penalty: 52748.445312
Iteration 471Q: 81 clusters Score -9.070429e+07 nChanged 19106
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 96906 members 
Mstep: Class 3 contains 12538 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 216867 members 
Mstep: Class 8 contains 2222 members 
Mstep: Class 9 contains 36972 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 56628 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 5356 members 
Mstep: Class 15 contains 11479 members 
Mstep: Class 16 contains 13341 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36674 members 
Mstep: Class 19 contains 74306 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93930 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 3898 members 
Mstep: Class 24 contains 247674 members 
Mstep: Class 25 contains 19279 members 
Mstep: Class 26 contains 7224 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 87114 members 
Mstep: Class 29 contains 30038 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2429 members 
Mstep: Class 32 contains 8477 members 
Mstep: Class 33 contains 3427 members 
Mstep: Class 34 contains 1824 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 93521 members 
Mstep: Class 38 contains 1383 members 
Mstep: Class 39 contains 9162 members 
Mstep: Class 40 contains 182535 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 77492 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 5033 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 967 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 9202 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 120721 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4372 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 54919 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 3401 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 40654 members 
Mstep: Class 65 contains 137734 members 
Mstep: Class 66 contains 100529 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6545 members 
Mstep: Class 75 contains 18125 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90704576.000000 Penalty: 52748.445312
Iteration 472Q: 81 clusters Score -9.070458e+07 nChanged 18160
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 96643 members 
Mstep: Class 3 contains 12671 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 1830 members 
Mstep: Class 7 contains 216875 members 
Mstep: Class 8 contains 2250 members 
Mstep: Class 9 contains 36972 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 56628 members 
Mstep: Class 13 contains 481 members 
Mstep: Class 14 contains 5365 members 
Mstep: Class 15 contains 11568 members 
Mstep: Class 16 contains 12624 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36614 members 
Mstep: Class 19 contains 73366 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93927 members 
Mstep: Class 22 contains 1003 members 
Mstep: Class 23 contains 3940 members 
Mstep: Class 24 contains 245966 members 
Mstep: Class 25 contains 19275 members 
Mstep: Class 26 contains 7226 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 86908 members 
Mstep: Class 29 contains 30536 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2440 members 
Mstep: Class 32 contains 8646 members 
Mstep: Class 33 contains 3389 members 
Mstep: Class 34 contains 1826 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 96896 members 
Mstep: Class 38 contains 1380 members 
Mstep: Class 39 contains 8377 members 
Mstep: Class 40 contains 183115 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 76090 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4912 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 967 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 9064 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 118248 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4296 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 55729 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 3203 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 40924 members 
Mstep: Class 65 contains 139560 members 
Mstep: Class 66 contains 101979 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6546 members 
Mstep: Class 75 contains 17959 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90704912.000000 Penalty: 52748.445312
Iteration 473Q: 81 clusters Score -9.070491e+07 nChanged 17521
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 96400 members 
Mstep: Class 3 contains 12788 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 1829 members 
Mstep: Class 7 contains 216856 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 56625 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 11699 members 
Mstep: Class 16 contains 11935 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 72503 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 93915 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 243978 members 
Mstep: Class 25 contains 19267 members 
Mstep: Class 26 contains 7228 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 86681 members 
Mstep: Class 29 contains 30940 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2447 members 
Mstep: Class 32 contains 8775 members 
Mstep: Class 33 contains 3374 members 
Mstep: Class 34 contains 1827 members 
Mstep: Class 35 contains 3989 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 100439 members 
Mstep: Class 38 contains 1375 members 
Mstep: Class 39 contains 7698 members 
Mstep: Class 40 contains 183429 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 74669 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4809 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8978 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 115910 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4240 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 56527 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 3009 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 41182 members 
Mstep: Class 65 contains 141199 members 
Mstep: Class 66 contains 103673 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6546 members 
Mstep: Class 75 contains 17851 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90706176.000000 Penalty: 52748.445312
Iteration 474Q: 81 clusters Score -9.070618e+07 nChanged 17296
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 96152 members 
Mstep: Class 3 contains 12905 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 216814 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 36967 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6755 members 
Mstep: Class 12 contains 56638 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 5366 members 
Mstep: Class 15 contains 11875 members 
Mstep: Class 16 contains 11312 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36498 members 
Mstep: Class 19 contains 71653 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 93866 members 
Mstep: Class 22 contains 1006 members 
Mstep: Class 23 contains 4031 members 
Mstep: Class 24 contains 241521 members 
Mstep: Class 25 contains 19265 members 
Mstep: Class 26 contains 7235 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 86474 members 
Mstep: Class 29 contains 31249 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2445 members 
Mstep: Class 32 contains 8910 members 
Mstep: Class 33 contains 3358 members 
Mstep: Class 34 contains 1828 members 
Mstep: Class 35 contains 3988 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 103847 members 
Mstep: Class 38 contains 1375 members 
Mstep: Class 39 contains 7071 members 
Mstep: Class 40 contains 183789 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 73173 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4696 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8911 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 113613 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4184 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 57433 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 410 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 2842 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 41454 members 
Mstep: Class 65 contains 142853 members 
Mstep: Class 66 contains 105692 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6543 members 
Mstep: Class 75 contains 17775 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90706288.000000 Penalty: 52748.445312
Iteration 475Q: 81 clusters Score -9.070629e+07 nChanged 17575
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95960 members 
Mstep: Class 3 contains 12992 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1576 members 
Mstep: Class 6 contains 1847 members 
Mstep: Class 7 contains 216772 members 
Mstep: Class 8 contains 2367 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 56644 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 5357 members 
Mstep: Class 15 contains 12066 members 
Mstep: Class 16 contains 10762 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36387 members 
Mstep: Class 19 contains 70798 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 93811 members 
Mstep: Class 22 contains 1009 members 
Mstep: Class 23 contains 4076 members 
Mstep: Class 24 contains 238747 members 
Mstep: Class 25 contains 19263 members 
Mstep: Class 26 contains 7238 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 86239 members 
Mstep: Class 29 contains 31283 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2444 members 
Mstep: Class 32 contains 9016 members 
Mstep: Class 33 contains 3356 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 3987 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 107316 members 
Mstep: Class 38 contains 1375 members 
Mstep: Class 39 contains 6487 members 
Mstep: Class 40 contains 183953 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 71670 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4574 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8909 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 111344 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4132 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 58398 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 411 members 
Mstep: Class 60 contains 272 members 
Mstep: Class 61 contains 2704 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 41719 members 
Mstep: Class 65 contains 144496 members 
Mstep: Class 66 contains 108215 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6541 members 
Mstep: Class 75 contains 17716 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90705880.000000 Penalty: 52748.445312
Iteration 476Q: 81 clusters Score -9.070588e+07 nChanged 17214
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95799 members 
Mstep: Class 3 contains 13064 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1847 members 
Mstep: Class 7 contains 216728 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 36970 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 56662 members 
Mstep: Class 13 contains 458 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 12210 members 
Mstep: Class 16 contains 10258 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36264 members 
Mstep: Class 19 contains 69999 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 93754 members 
Mstep: Class 22 contains 1014 members 
Mstep: Class 23 contains 4125 members 
Mstep: Class 24 contains 235981 members 
Mstep: Class 25 contains 19267 members 
Mstep: Class 26 contains 7241 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 86010 members 
Mstep: Class 29 contains 31131 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2450 members 
Mstep: Class 32 contains 9117 members 
Mstep: Class 33 contains 3351 members 
Mstep: Class 34 contains 1830 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 110309 members 
Mstep: Class 38 contains 1373 members 
Mstep: Class 39 contains 5970 members 
Mstep: Class 40 contains 184052 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 70185 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4477 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8909 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 109130 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4087 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 59569 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 271 members 
Mstep: Class 61 contains 2577 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 41951 members 
Mstep: Class 65 contains 145913 members 
Mstep: Class 66 contains 111190 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6541 members 
Mstep: Class 75 contains 17726 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 181 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90706288.000000 Penalty: 52748.445312
Iteration 477Q: 81 clusters Score -9.070629e+07 nChanged 16513
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95692 members 
Mstep: Class 3 contains 13119 members 
Mstep: Class 4 contains 280 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 216680 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 36969 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6755 members 
Mstep: Class 12 contains 56655 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 9848 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 36098 members 
Mstep: Class 19 contains 69115 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 93706 members 
Mstep: Class 22 contains 1014 members 
Mstep: Class 23 contains 4179 members 
Mstep: Class 24 contains 233184 members 
Mstep: Class 25 contains 19269 members 
Mstep: Class 26 contains 7247 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85823 members 
Mstep: Class 29 contains 30928 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2454 members 
Mstep: Class 32 contains 9201 members 
Mstep: Class 33 contains 3343 members 
Mstep: Class 34 contains 1831 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 112816 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 5543 members 
Mstep: Class 40 contains 184330 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 68749 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4400 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8920 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 106918 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4049 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 60644 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 2445 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42139 members 
Mstep: Class 65 contains 147363 members 
Mstep: Class 66 contains 114434 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6538 members 
Mstep: Class 75 contains 17835 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 182 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90707232.000000 Penalty: 52748.445312
Iteration 478Q: 81 clusters Score -9.070723e+07 nChanged 16100
Entering ConstructFrom: 
Score: -90707232.000000 Penalty: 52748.445312
Entering ConstructFrom: 
Trying to split cluster 1 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -35362.050781 Penalty: 304.602570
	Iteration 0F: 2 clusters Score -35362.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -34684.265625 Penalty: 609.205139
	Iteration 0F: 3 clusters Score -34684.27 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -34885.449219 Penalty: 609.205139
	Iteration 1F: 3 clusters Score -34885.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34949.035156 Penalty: 609.205139
	Iteration 2F: 3 clusters Score -34949.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -35011.753906 Penalty: 609.205139
	Iteration 3F: 3 clusters Score -35011.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -35062.027344 Penalty: 609.205139
	Iteration 4F: 3 clusters Score -35062.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35090.695312 Penalty: 609.205139
	Iteration 5F: 3 clusters Score -35090.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35111.578125 Penalty: 609.205139
	Iteration 6Q: 3 clusters Score -35111.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35124.500000 Penalty: 609.205139
	Iteration 7Q: 3 clusters Score -35124.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35130.386719 Penalty: 609.205139
	Iteration 8Q: 3 clusters Score -35130.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35136.035156 Penalty: 609.205139
	Iteration 9Q: 3 clusters Score -35136.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35139.789062 Penalty: 609.205139
	Iteration 10Q: 3 clusters Score -35139.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35148.019531 Penalty: 609.205139
	Iteration 11Q: 3 clusters Score -35148.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35157.847656 Penalty: 609.205139
	Iteration 12Q: 3 clusters Score -35157.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35163.046875 Penalty: 609.205139
	Iteration 13Q: 3 clusters Score -35163.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35169.179688 Penalty: 609.205139
	Iteration 14Q: 3 clusters Score -35169.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35171.839844 Penalty: 609.205139
	Iteration 15Q: 3 clusters Score -35171.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35174.195312 Penalty: 609.205139
	Iteration 16Q: 3 clusters Score -35174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35176.000000 Penalty: 609.205139
	Iteration 17Q: 3 clusters Score -35176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35177.000000 Penalty: 609.205139
	Iteration 18Q: 3 clusters Score -35177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35178.957031 Penalty: 609.205139
	Iteration 19Q: 3 clusters Score -35178.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35179.781250 Penalty: 609.205139
	Iteration 20F: 3 clusters Score -35179.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95589 members 
Entering Unmasked Estep 
Score: -4593192.500000 Penalty: 521.785522
	Iteration 0F: 2 clusters Score -4593192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -4528602.500000 Penalty: 1043.571045
	Iteration 0F: 3 clusters Score -4528602 nChanged 46829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -4557038.500000 Penalty: 1043.571045
	Iteration 1F: 3 clusters Score -4557038 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -4558280.500000 Penalty: 1043.571045
	Iteration 2Q: 3 clusters Score -4558280 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -4560375.000000 Penalty: 1043.571045
	Iteration 3Q: 3 clusters Score -4560375 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -4564098.500000 Penalty: 1043.571045
	Iteration 4F: 3 clusters Score -4564098 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 66850 members 
Entering Unmasked Estep 
Score: -4569638.500000 Penalty: 1043.571045
	Iteration 5F: 3 clusters Score -4569638 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -4575598.500000 Penalty: 1043.571045
	Iteration 6F: 3 clusters Score -4575598 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -4579775.500000 Penalty: 1043.571045
	Iteration 7F: 3 clusters Score -4579776 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -4582154.500000 Penalty: 1043.571045
	Iteration 8Q: 3 clusters Score -4582154 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -4583644.000000 Penalty: 1043.571045
	Iteration 9Q: 3 clusters Score -4583644 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 82886 members 
Entering Unmasked Estep 
Score: -4584839.500000 Penalty: 1043.571045
	Iteration 10Q: 3 clusters Score -4584840 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -4585984.500000 Penalty: 1043.571045
	Iteration 11Q: 3 clusters Score -4585984 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
Score: -4587035.500000 Penalty: 1043.571045
	Iteration 12Q: 3 clusters Score -4587036 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -4588075.500000 Penalty: 1043.571045
	Iteration 13Q: 3 clusters Score -4588076 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -4589095.000000 Penalty: 1043.571045
	Iteration 14Q: 3 clusters Score -4589095 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 91584 members 
Entering Unmasked Estep 
Score: -4590042.500000 Penalty: 1043.571045
	Iteration 15Q: 3 clusters Score -4590042 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -4590807.000000 Penalty: 1043.571045
	Iteration 16Q: 3 clusters Score -4590807 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -4591440.500000 Penalty: 1043.571045
	Iteration 17Q: 3 clusters Score -4591440 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -4591883.500000 Penalty: 1043.571045
	Iteration 18Q: 3 clusters Score -4591884 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -4592182.000000 Penalty: 1043.571045
	Iteration 19Q: 3 clusters Score -4592182 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -4592370.000000 Penalty: 1043.571045
	Iteration 20F: 3 clusters Score -4592370 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -4592485.000000 Penalty: 1043.571045
	Iteration 21Q: 3 clusters Score -4592485 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 95308 members 
Entering Unmasked Estep 
Score: -4592580.500000 Penalty: 1043.571045
	Iteration 22Q: 3 clusters Score -4592580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 95381 members 
Entering Unmasked Estep 
Score: -4592646.500000 Penalty: 1043.571045
	Iteration 23Q: 3 clusters Score -4592646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -4592677.500000 Penalty: 1043.571045
	Iteration 24Q: 3 clusters Score -4592678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -4592690.000000 Penalty: 1043.571045
	Iteration 25Q: 3 clusters Score -4592690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 95466 members 
Entering Unmasked Estep 
Score: -4592695.000000 Penalty: 1043.571045
	Iteration 26Q: 3 clusters Score -4592695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -4592708.000000 Penalty: 1043.571045
	Iteration 27Q: 3 clusters Score -4592708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 95484 members 
Entering Unmasked Estep 
Score: -4592720.000000 Penalty: 1043.571045
	Iteration 28Q: 3 clusters Score -4592720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -4592730.500000 Penalty: 1043.571045
	Iteration 29Q: 3 clusters Score -4592730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -4592734.500000 Penalty: 1043.571045
	Iteration 30Q: 3 clusters Score -4592734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -4592733.000000 Penalty: 1043.571045
	Iteration 31Q: 3 clusters Score -4592733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -4592737.000000 Penalty: 1043.571045
	Iteration 32Q: 3 clusters Score -4592737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -4592739.000000 Penalty: 1043.571045
	Iteration 33Q: 3 clusters Score -4592739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95497 members 
Entering Unmasked Estep 
Score: -4592741.000000 Penalty: 1043.571045
	Iteration 34Q: 3 clusters Score -4592741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95497 members 
Entering Unmasked Estep 
Score: -4592741.000000 Penalty: 1043.571045
	Iteration 35F: 3 clusters Score -4592741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Entering Unmasked Estep 
Score: -675062.312500 Penalty: 431.557709
	Iteration 0F: 2 clusters Score -675062.3 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 6626 members 
Entering Unmasked Estep 
Score: -666158.625000 Penalty: 863.115417
	Iteration 0F: 3 clusters Score -666158.6 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -669658.625000 Penalty: 863.115417
	Iteration 1F: 3 clusters Score -669658.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -669807.312500 Penalty: 863.115417
	Iteration 2Q: 3 clusters Score -669807.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -669971.375000 Penalty: 863.115417
	Iteration 3Q: 3 clusters Score -669971.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -670194.687500 Penalty: 863.115417
	Iteration 4Q: 3 clusters Score -670194.7 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -670564.562500 Penalty: 863.115417
	Iteration 5Q: 3 clusters Score -670564.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -671121.125000 Penalty: 863.115417
	Iteration 6F: 3 clusters Score -671121.1 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -671869.000000 Penalty: 863.115417
	Iteration 7F: 3 clusters Score -671869 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -672610.375000 Penalty: 863.115417
	Iteration 8F: 3 clusters Score -672610.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -673192.375000 Penalty: 863.115417
	Iteration 9F: 3 clusters Score -673192.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -673542.812500 Penalty: 863.115417
	Iteration 10Q: 3 clusters Score -673542.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -673732.312500 Penalty: 863.115417
	Iteration 11Q: 3 clusters Score -673732.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -673858.125000 Penalty: 863.115417
	Iteration 12Q: 3 clusters Score -673858.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -673967.187500 Penalty: 863.115417
	Iteration 13Q: 3 clusters Score -673967.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -674074.187500 Penalty: 863.115417
	Iteration 14Q: 3 clusters Score -674074.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -674165.312500 Penalty: 863.115417
	Iteration 15Q: 3 clusters Score -674165.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -674249.625000 Penalty: 863.115417
	Iteration 16Q: 3 clusters Score -674249.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -674319.312500 Penalty: 863.115417
	Iteration 17Q: 3 clusters Score -674319.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -674376.812500 Penalty: 863.115417
	Iteration 18Q: 3 clusters Score -674376.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -674424.312500 Penalty: 863.115417
	Iteration 19Q: 3 clusters Score -674424.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -674461.250000 Penalty: 863.115417
	Iteration 20F: 3 clusters Score -674461.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -674495.437500 Penalty: 863.115417
	Iteration 21Q: 3 clusters Score -674495.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -674518.062500 Penalty: 863.115417
	Iteration 22Q: 3 clusters Score -674518.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -674539.187500 Penalty: 863.115417
	Iteration 23Q: 3 clusters Score -674539.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -674555.000000 Penalty: 863.115417
	Iteration 24Q: 3 clusters Score -674555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -674569.812500 Penalty: 863.115417
	Iteration 25Q: 3 clusters Score -674569.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -674585.125000 Penalty: 863.115417
	Iteration 26Q: 3 clusters Score -674585.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -674595.875000 Penalty: 863.115417
	Iteration 27Q: 3 clusters Score -674595.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -674608.625000 Penalty: 863.115417
	Iteration 28Q: 3 clusters Score -674608.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -674626.750000 Penalty: 863.115417
	Iteration 29Q: 3 clusters Score -674626.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -674645.625000 Penalty: 863.115417
	Iteration 30Q: 3 clusters Score -674645.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -674655.687500 Penalty: 863.115417
	Iteration 31Q: 3 clusters Score -674655.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -674668.500000 Penalty: 863.115417
	Iteration 32Q: 3 clusters Score -674668.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -674676.437500 Penalty: 863.115417
	Iteration 33Q: 3 clusters Score -674676.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -674687.250000 Penalty: 863.115417
	Iteration 34Q: 3 clusters Score -674687.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -674693.250000 Penalty: 863.115417
	Iteration 35Q: 3 clusters Score -674693.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -674698.937500 Penalty: 863.115417
	Iteration 36Q: 3 clusters Score -674698.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -674704.187500 Penalty: 863.115417
	Iteration 37Q: 3 clusters Score -674704.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -674708.625000 Penalty: 863.115417
	Iteration 38Q: 3 clusters Score -674708.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -674712.187500 Penalty: 863.115417
	Iteration 39Q: 3 clusters Score -674712.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -674717.562500 Penalty: 863.115417
	Iteration 40F: 3 clusters Score -674717.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -674724.250000 Penalty: 863.115417
	Iteration 41Q: 3 clusters Score -674724.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -674730.375000 Penalty: 863.115417
	Iteration 42Q: 3 clusters Score -674730.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -674737.625000 Penalty: 863.115417
	Iteration 43Q: 3 clusters Score -674737.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -674745.000000 Penalty: 863.115417
	Iteration 44Q: 3 clusters Score -674745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -674748.375000 Penalty: 863.115417
	Iteration 45Q: 3 clusters Score -674748.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -674751.375000 Penalty: 863.115417
	Iteration 46Q: 3 clusters Score -674751.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -674753.187500 Penalty: 863.115417
	Iteration 47Q: 3 clusters Score -674753.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -674755.875000 Penalty: 863.115417
	Iteration 48Q: 3 clusters Score -674755.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -674756.875000 Penalty: 863.115417
	Iteration 49Q: 3 clusters Score -674756.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -674759.250000 Penalty: 863.115417
	Iteration 50Q: 3 clusters Score -674759.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -674759.875000 Penalty: 863.115417
	Iteration 51Q: 3 clusters Score -674759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -674759.187500 Penalty: 863.115417
	Iteration 52Q: 3 clusters Score -674759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -674760.562500 Penalty: 863.115417
	Iteration 53Q: 3 clusters Score -674760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -674761.500000 Penalty: 863.115417
	Iteration 54Q: 3 clusters Score -674761.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -674761.187500 Penalty: 863.115417
	Iteration 55Q: 3 clusters Score -674761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -674761.187500 Penalty: 863.115417
	Iteration 56F: 3 clusters Score -674761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -8647.669922 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -8647.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8355.045898 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -8355.046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8609.625000 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -8609.625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8749.729492 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -8749.729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8815.223633 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -8815.224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8878.224609 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -8878.225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8923.829102 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -8923.829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8955.845703 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -8955.846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8980.360352 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -8980.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9042.623047 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -9042.623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9062.878906 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -9062.879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9093.614258 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -9093.614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9144.956055 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -9144.956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9208.054688 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -9208.055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9231.874023 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -9231.874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9267.538086 Penalty: 512.765869
	Iteration 14Q: 3 clusters Score -9267.538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9328.639648 Penalty: 512.765869
	Iteration 15Q: 3 clusters Score -9328.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9341.422852 Penalty: 512.765869
	Iteration 16Q: 3 clusters Score -9341.423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9358.682617 Penalty: 512.765869
	Iteration 17Q: 3 clusters Score -9358.683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9379.043945 Penalty: 512.765869
	Iteration 18Q: 3 clusters Score -9379.044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9379.043945 Penalty: 512.765869
	Iteration 19F: 3 clusters Score -9379.044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95589 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 216635 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 56672 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 18 contains 35945 members 
Mstep: Class 19 contains 68311 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 93627 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 230098 members 
Mstep: Class 25 contains 19274 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85655 members 
Mstep: Class 29 contains 30636 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 9284 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114982 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 5116 members 
Mstep: Class 40 contains 184726 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 67343 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4325 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8977 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 104663 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4012 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 61786 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 269 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42316 members 
Mstep: Class 65 contains 148877 members 
Mstep: Class 66 contains 117936 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6535 members 
Mstep: Class 75 contains 17975 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 183 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 216 members 
Entering Unmasked Estep 
Score: -90707656.000000 Penalty: 53407.800781
Splitting cluster 4 changes total score from -90707232.000000 to -90707656.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 5 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -75961.218750 Penalty: 335.115692
	Iteration 0F: 2 clusters Score -75961.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -74783.281250 Penalty: 670.231384
	Iteration 0F: 3 clusters Score -74783.28 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -75180.835938 Penalty: 670.231384
	Iteration 1F: 3 clusters Score -75180.84 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -75241.171875 Penalty: 670.231384
	Iteration 2F: 3 clusters Score -75241.17 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -75304.750000 Penalty: 670.231384
	Iteration 3F: 3 clusters Score -75304.75 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -75390.234375 Penalty: 670.231384
	Iteration 4F: 3 clusters Score -75390.23 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -75477.132812 Penalty: 670.231384
	Iteration 5F: 3 clusters Score -75477.13 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -75550.062500 Penalty: 670.231384
	Iteration 6F: 3 clusters Score -75550.06 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -75608.484375 Penalty: 670.231384
	Iteration 7Q: 3 clusters Score -75608.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -75643.039062 Penalty: 670.231384
	Iteration 8Q: 3 clusters Score -75643.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -75658.312500 Penalty: 670.231384
	Iteration 9Q: 3 clusters Score -75658.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -75668.757812 Penalty: 670.231384
	Iteration 10Q: 3 clusters Score -75668.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -75685.531250 Penalty: 670.231384
	Iteration 11Q: 3 clusters Score -75685.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -75702.335938 Penalty: 670.231384
	Iteration 12Q: 3 clusters Score -75702.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -75705.531250 Penalty: 670.231384
	Iteration 13Q: 3 clusters Score -75705.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -75708.062500 Penalty: 670.231384
	Iteration 14Q: 3 clusters Score -75708.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -75710.476562 Penalty: 670.231384
	Iteration 15Q: 3 clusters Score -75710.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -75711.937500 Penalty: 670.231384
	Iteration 16Q: 3 clusters Score -75711.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -75716.117188 Penalty: 670.231384
	Iteration 17Q: 3 clusters Score -75716.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -75720.546875 Penalty: 670.231384
	Iteration 18Q: 3 clusters Score -75720.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -75723.015625 Penalty: 670.231384
	Iteration 19Q: 3 clusters Score -75723.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -75724.992188 Penalty: 670.231384
	Iteration 20F: 3 clusters Score -75724.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -75726.031250 Penalty: 670.231384
	Iteration 21Q: 3 clusters Score -75726.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -75726.726562 Penalty: 670.231384
	Iteration 22Q: 3 clusters Score -75726.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -75728.031250 Penalty: 670.231384
	Iteration 23Q: 3 clusters Score -75728.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -75728.609375 Penalty: 670.231384
	Iteration 24Q: 3 clusters Score -75728.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -75728.750000 Penalty: 670.231384
	Iteration 25Q: 3 clusters Score -75728.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -75729.148438 Penalty: 670.231384
	Iteration 26Q: 3 clusters Score -75729.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -75729.148438 Penalty: 670.231384
	Iteration 27F: 3 clusters Score -75729.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -82654.414062 Penalty: 342.121307
	Iteration 0F: 2 clusters Score -82654.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -81306.265625 Penalty: 684.242615
	Iteration 0F: 3 clusters Score -81306.27 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -81723.335938 Penalty: 684.242615
	Iteration 1F: 3 clusters Score -81723.34 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -81812.617188 Penalty: 684.242615
	Iteration 2F: 3 clusters Score -81812.62 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -81900.148438 Penalty: 684.242615
	Iteration 3F: 3 clusters Score -81900.15 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -82016.671875 Penalty: 684.242615
	Iteration 4F: 3 clusters Score -82016.67 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -82182.687500 Penalty: 684.242615
	Iteration 5F: 3 clusters Score -82182.69 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -82341.000000 Penalty: 684.242615
	Iteration 6F: 3 clusters Score -82341 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -82442.234375 Penalty: 684.242615
	Iteration 7F: 3 clusters Score -82442.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -82518.570312 Penalty: 684.242615
	Iteration 8Q: 3 clusters Score -82518.57 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -82577.031250 Penalty: 684.242615
	Iteration 9Q: 3 clusters Score -82577.03 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -82611.093750 Penalty: 684.242615
	Iteration 10Q: 3 clusters Score -82611.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -82630.937500 Penalty: 684.242615
	Iteration 11Q: 3 clusters Score -82630.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -82637.757812 Penalty: 684.242615
	Iteration 12Q: 3 clusters Score -82637.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -82642.117188 Penalty: 684.242615
	Iteration 13Q: 3 clusters Score -82642.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -82644.023438 Penalty: 684.242615
	Iteration 14Q: 3 clusters Score -82644.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -82645.687500 Penalty: 684.242615
	Iteration 15Q: 3 clusters Score -82645.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -82647.718750 Penalty: 684.242615
	Iteration 16Q: 3 clusters Score -82647.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -82648.773438 Penalty: 684.242615
	Iteration 17Q: 3 clusters Score -82648.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -82648.796875 Penalty: 684.242615
	Iteration 18Q: 3 clusters Score -82648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -82649.140625 Penalty: 684.242615
	Iteration 19Q: 3 clusters Score -82649.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -82649.125000 Penalty: 684.242615
	Iteration 20F: 3 clusters Score -82649.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -82649.343750 Penalty: 684.242615
	Iteration 21Q: 3 clusters Score -82649.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -82649.453125 Penalty: 684.242615
	Iteration 22Q: 3 clusters Score -82649.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -82649.453125 Penalty: 684.242615
	Iteration 23F: 3 clusters Score -82649.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (216635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216635 members 
Entering Unmasked Estep 
Score: -10196168.000000 Penalty: 559.011597
	Iteration 0F: 2 clusters Score -1.019617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108250 members 
Mstep: Class 2 contains 108385 members 
Entering Unmasked Estep 
Score: -10051175.000000 Penalty: 1118.023193
	Iteration 0F: 3 clusters Score -1.005118e+07 nChanged 106716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 107007 members 
Entering Unmasked Estep 
Score: -10115246.000000 Penalty: 1118.023193
	Iteration 1F: 3 clusters Score -1.011525e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -10116471.000000 Penalty: 1118.023193
	Iteration 2Q: 3 clusters Score -1.011647e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112549 members 
Mstep: Class 2 contains 104086 members 
Entering Unmasked Estep 
Score: -10117968.000000 Penalty: 1118.023193
	Iteration 3Q: 3 clusters Score -1.011797e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -10119543.000000 Penalty: 1118.023193
	Iteration 4Q: 3 clusters Score -1.011954e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117589 members 
Mstep: Class 2 contains 99046 members 
Entering Unmasked Estep 
Score: -10121345.000000 Penalty: 1118.023193
	Iteration 5Q: 3 clusters Score -1.012134e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121419 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -10123518.000000 Penalty: 1118.023193
	Iteration 6Q: 3 clusters Score -1.012352e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126358 members 
Mstep: Class 2 contains 90277 members 
Entering Unmasked Estep 
Score: -10126221.000000 Penalty: 1118.023193
	Iteration 7Q: 3 clusters Score -1.012622e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132719 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
Score: -10129522.000000 Penalty: 1118.023193
	Iteration 8Q: 3 clusters Score -1.012952e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140840 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -10134103.000000 Penalty: 1118.023193
	Iteration 9Q: 3 clusters Score -1.01341e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151186 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -10140709.000000 Penalty: 1118.023193
	Iteration 10F: 3 clusters Score -1.014071e+07 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163933 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -10150171.000000 Penalty: 1118.023193
	Iteration 11F: 3 clusters Score -1.015017e+07 nChanged 14520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178425 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -10162563.000000 Penalty: 1118.023193
	Iteration 12F: 3 clusters Score -1.016256e+07 nChanged 14620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193045 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -10176034.000000 Penalty: 1118.023193
	Iteration 13F: 3 clusters Score -1.017603e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204753 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -10186835.000000 Penalty: 1118.023193
	Iteration 14F: 3 clusters Score -1.018684e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211778 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -10192524.000000 Penalty: 1118.023193
	Iteration 15Q: 3 clusters Score -1.019252e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214783 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -10194658.000000 Penalty: 1118.023193
	Iteration 16Q: 3 clusters Score -1.019466e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215903 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10195308.000000 Penalty: 1118.023193
	Iteration 17Q: 3 clusters Score -1.019531e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216293 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10195547.000000 Penalty: 1118.023193
	Iteration 18Q: 3 clusters Score -1.019555e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216437 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10195663.000000 Penalty: 1118.023193
	Iteration 19Q: 3 clusters Score -1.019566e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216484 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10195727.000000 Penalty: 1118.023193
	Iteration 20F: 3 clusters Score -1.019573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216499 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10195744.000000 Penalty: 1118.023193
	Iteration 21Q: 3 clusters Score -1.019574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216507 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10195760.000000 Penalty: 1118.023193
	Iteration 22Q: 3 clusters Score -1.019576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216513 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10195772.000000 Penalty: 1118.023193
	Iteration 23Q: 3 clusters Score -1.019577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216518 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10195792.000000 Penalty: 1118.023193
	Iteration 24Q: 3 clusters Score -1.019579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216521 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10195794.000000 Penalty: 1118.023193
	Iteration 25Q: 3 clusters Score -1.019579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216520 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10195801.000000 Penalty: 1118.023193
	Iteration 26Q: 3 clusters Score -1.01958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216518 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10195804.000000 Penalty: 1118.023193
	Iteration 27Q: 3 clusters Score -1.01958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216518 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10195802.000000 Penalty: 1118.023193
	Iteration 28Q: 3 clusters Score -1.01958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216518 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10195804.000000 Penalty: 1118.023193
	Iteration 29Q: 3 clusters Score -1.01958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216518 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10195803.000000 Penalty: 1118.023193
	Iteration 30Q: 3 clusters Score -1.01958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216518 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10195800.000000 Penalty: 1118.023193
	Iteration 31Q: 3 clusters Score -1.01958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216520 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10195801.000000 Penalty: 1118.023193
	Iteration 32Q: 3 clusters Score -1.01958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216518 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10195804.000000 Penalty: 1118.023193
	Iteration 33Q: 3 clusters Score -1.01958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216519 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10195805.000000 Penalty: 1118.023193
	Iteration 34Q: 3 clusters Score -1.01958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216520 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10195804.000000 Penalty: 1118.023193
	Iteration 35Q: 3 clusters Score -1.01958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216521 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10195807.000000 Penalty: 1118.023193
	Iteration 36Q: 3 clusters Score -1.019581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216521 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10195807.000000 Penalty: 1118.023193
	Iteration 37F: 3 clusters Score -1.019581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -133383.984375 Penalty: 356.446838
	Iteration 0F: 2 clusters Score -133384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -131594.718750 Penalty: 712.893677
	Iteration 0F: 3 clusters Score -131594.7 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -132200.312500 Penalty: 712.893677
	Iteration 1F: 3 clusters Score -132200.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -132298.468750 Penalty: 712.893677
	Iteration 2F: 3 clusters Score -132298.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -132399.281250 Penalty: 712.893677
	Iteration 3F: 3 clusters Score -132399.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -132491.375000 Penalty: 712.893677
	Iteration 4F: 3 clusters Score -132491.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -132598.578125 Penalty: 712.893677
	Iteration 5F: 3 clusters Score -132598.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -132694.203125 Penalty: 712.893677
	Iteration 6Q: 3 clusters Score -132694.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -132762.640625 Penalty: 712.893677
	Iteration 7Q: 3 clusters Score -132762.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -132816.437500 Penalty: 712.893677
	Iteration 8Q: 3 clusters Score -132816.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -132859.281250 Penalty: 712.893677
	Iteration 9Q: 3 clusters Score -132859.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -132893.890625 Penalty: 712.893677
	Iteration 10Q: 3 clusters Score -132893.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -132916.593750 Penalty: 712.893677
	Iteration 11Q: 3 clusters Score -132916.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -132931.656250 Penalty: 712.893677
	Iteration 12Q: 3 clusters Score -132931.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -132941.562500 Penalty: 712.893677
	Iteration 13Q: 3 clusters Score -132941.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -132947.265625 Penalty: 712.893677
	Iteration 14Q: 3 clusters Score -132947.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -132953.062500 Penalty: 712.893677
	Iteration 15Q: 3 clusters Score -132953.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -132957.812500 Penalty: 712.893677
	Iteration 16Q: 3 clusters Score -132957.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -132963.578125 Penalty: 712.893677
	Iteration 17Q: 3 clusters Score -132963.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -132968.515625 Penalty: 712.893677
	Iteration 18Q: 3 clusters Score -132968.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -132972.281250 Penalty: 712.893677
	Iteration 19Q: 3 clusters Score -132972.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -132973.421875 Penalty: 712.893677
	Iteration 20F: 3 clusters Score -132973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -132973.921875 Penalty: 712.893677
	Iteration 21Q: 3 clusters Score -132973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -132974.843750 Penalty: 712.893677
	Iteration 22Q: 3 clusters Score -132974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -132975.812500 Penalty: 712.893677
	Iteration 23Q: 3 clusters Score -132975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -132976.375000 Penalty: 712.893677
	Iteration 24Q: 3 clusters Score -132976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -132977.093750 Penalty: 712.893677
	Iteration 25Q: 3 clusters Score -132977.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -132977.796875 Penalty: 712.893677
	Iteration 26Q: 3 clusters Score -132977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -132978.656250 Penalty: 712.893677
	Iteration 27Q: 3 clusters Score -132978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -132979.406250 Penalty: 712.893677
	Iteration 28Q: 3 clusters Score -132979.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -132979.703125 Penalty: 712.893677
	Iteration 29Q: 3 clusters Score -132979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -132979.937500 Penalty: 712.893677
	Iteration 30Q: 3 clusters Score -132979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -132980.703125 Penalty: 712.893677
	Iteration 31Q: 3 clusters Score -132980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -132981.140625 Penalty: 712.893677
	Iteration 32Q: 3 clusters Score -132981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -132981.109375 Penalty: 712.893677
	Iteration 33Q: 3 clusters Score -132981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -132981.468750 Penalty: 712.893677
	Iteration 34Q: 3 clusters Score -132981.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -132981.468750 Penalty: 712.893677
	Iteration 35F: 3 clusters Score -132981.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Entering Unmasked Estep 
Score: -1738065.125000 Penalty: 478.560272
	Iteration 0F: 2 clusters Score -1738065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -1713307.250000 Penalty: 957.120544
	Iteration 0F: 3 clusters Score -1713307 nChanged 17847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1723608.000000 Penalty: 957.120544
	Iteration 1F: 3 clusters Score -1723608 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1723918.875000 Penalty: 957.120544
	Iteration 2Q: 3 clusters Score -1723919 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1724276.125000 Penalty: 957.120544
	Iteration 3Q: 3 clusters Score -1724276 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -1724729.875000 Penalty: 957.120544
	Iteration 4Q: 3 clusters Score -1724730 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -1725384.875000 Penalty: 957.120544
	Iteration 5Q: 3 clusters Score -1725385 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -1726274.625000 Penalty: 957.120544
	Iteration 6Q: 3 clusters Score -1726275 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1727476.375000 Penalty: 957.120544
	Iteration 7F: 3 clusters Score -1727476 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -1729029.125000 Penalty: 957.120544
	Iteration 8F: 3 clusters Score -1729029 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -1730426.375000 Penalty: 957.120544
	Iteration 9F: 3 clusters Score -1730426 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -1731087.125000 Penalty: 957.120544
	Iteration 10Q: 3 clusters Score -1731087 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -1731352.625000 Penalty: 957.120544
	Iteration 11Q: 3 clusters Score -1731353 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -1731507.875000 Penalty: 957.120544
	Iteration 12Q: 3 clusters Score -1731508 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -1731646.000000 Penalty: 957.120544
	Iteration 13Q: 3 clusters Score -1731646 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -1731815.125000 Penalty: 957.120544
	Iteration 14Q: 3 clusters Score -1731815 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -1732004.500000 Penalty: 957.120544
	Iteration 15Q: 3 clusters Score -1732004 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -1732203.750000 Penalty: 957.120544
	Iteration 16Q: 3 clusters Score -1732204 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -1732428.000000 Penalty: 957.120544
	Iteration 17Q: 3 clusters Score -1732428 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -1732692.750000 Penalty: 957.120544
	Iteration 18Q: 3 clusters Score -1732693 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -1732973.125000 Penalty: 957.120544
	Iteration 19Q: 3 clusters Score -1732973 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -1733289.250000 Penalty: 957.120544
	Iteration 20F: 3 clusters Score -1733289 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -1733625.250000 Penalty: 957.120544
	Iteration 21Q: 3 clusters Score -1733625 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -1733992.625000 Penalty: 957.120544
	Iteration 22Q: 3 clusters Score -1733993 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -1734415.625000 Penalty: 957.120544
	Iteration 23Q: 3 clusters Score -1734416 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -1734831.375000 Penalty: 957.120544
	Iteration 24Q: 3 clusters Score -1734831 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -1735227.375000 Penalty: 957.120544
	Iteration 25Q: 3 clusters Score -1735227 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -1735616.375000 Penalty: 957.120544
	Iteration 26Q: 3 clusters Score -1735616 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -1735987.750000 Penalty: 957.120544
	Iteration 27Q: 3 clusters Score -1735988 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -1736336.125000 Penalty: 957.120544
	Iteration 28Q: 3 clusters Score -1736336 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -1736620.250000 Penalty: 957.120544
	Iteration 29Q: 3 clusters Score -1736620 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -1736900.000000 Penalty: 957.120544
	Iteration 30Q: 3 clusters Score -1736900 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -1737141.250000 Penalty: 957.120544
	Iteration 31Q: 3 clusters Score -1737141 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -1737337.500000 Penalty: 957.120544
	Iteration 32Q: 3 clusters Score -1737338 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -1737487.875000 Penalty: 957.120544
	Iteration 33Q: 3 clusters Score -1737488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -1737560.250000 Penalty: 957.120544
	Iteration 34Q: 3 clusters Score -1737560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -1737595.875000 Penalty: 957.120544
	Iteration 35Q: 3 clusters Score -1737596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -1737612.000000 Penalty: 957.120544
	Iteration 36Q: 3 clusters Score -1737612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -1737623.875000 Penalty: 957.120544
	Iteration 37Q: 3 clusters Score -1737624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -1737636.250000 Penalty: 957.120544
	Iteration 38Q: 3 clusters Score -1737636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -1737640.875000 Penalty: 957.120544
	Iteration 39Q: 3 clusters Score -1737641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -1737642.375000 Penalty: 957.120544
	Iteration 40F: 3 clusters Score -1737642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -60461.808594 Penalty: 326.484802
	Iteration 0F: 2 clusters Score -60461.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -59436.261719 Penalty: 652.969604
	Iteration 0F: 3 clusters Score -59436.26 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -59763.097656 Penalty: 652.969604
	Iteration 1F: 3 clusters Score -59763.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -59823.710938 Penalty: 652.969604
	Iteration 2F: 3 clusters Score -59823.71 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -59870.554688 Penalty: 652.969604
	Iteration 3Q: 3 clusters Score -59870.55 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -59932.000000 Penalty: 652.969604
	Iteration 4F: 3 clusters Score -59932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -60003.621094 Penalty: 652.969604
	Iteration 5F: 3 clusters Score -60003.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60067.550781 Penalty: 652.969604
	Iteration 6F: 3 clusters Score -60067.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60104.101562 Penalty: 652.969604
	Iteration 7Q: 3 clusters Score -60104.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60135.144531 Penalty: 652.969604
	Iteration 8Q: 3 clusters Score -60135.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -60157.652344 Penalty: 652.969604
	Iteration 9Q: 3 clusters Score -60157.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -60169.738281 Penalty: 652.969604
	Iteration 10Q: 3 clusters Score -60169.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -60176.183594 Penalty: 652.969604
	Iteration 11Q: 3 clusters Score -60176.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -60181.285156 Penalty: 652.969604
	Iteration 12Q: 3 clusters Score -60181.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -60185.746094 Penalty: 652.969604
	Iteration 13Q: 3 clusters Score -60185.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -60190.101562 Penalty: 652.969604
	Iteration 14Q: 3 clusters Score -60190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -60193.445312 Penalty: 652.969604
	Iteration 15Q: 3 clusters Score -60193.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -60195.667969 Penalty: 652.969604
	Iteration 16Q: 3 clusters Score -60195.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -60201.722656 Penalty: 652.969604
	Iteration 17Q: 3 clusters Score -60201.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -60204.062500 Penalty: 652.969604
	Iteration 18Q: 3 clusters Score -60204.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -60206.042969 Penalty: 652.969604
	Iteration 19Q: 3 clusters Score -60206.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60206.320312 Penalty: 652.969604
	Iteration 20F: 3 clusters Score -60206.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Entering Unmasked Estep 
Score: -316813.250000 Penalty: 401.281311
	Iteration 0F: 2 clusters Score -316813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -312286.187500 Penalty: 802.562622
	Iteration 0F: 3 clusters Score -312286.2 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -313982.625000 Penalty: 802.562622
	Iteration 1F: 3 clusters Score -313982.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -314107.156250 Penalty: 802.562622
	Iteration 2Q: 3 clusters Score -314107.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -314260.812500 Penalty: 802.562622
	Iteration 3Q: 3 clusters Score -314260.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -314451.656250 Penalty: 802.562622
	Iteration 4F: 3 clusters Score -314451.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -314644.718750 Penalty: 802.562622
	Iteration 5Q: 3 clusters Score -314644.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -314849.062500 Penalty: 802.562622
	Iteration 6Q: 3 clusters Score -314849.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -315063.406250 Penalty: 802.562622
	Iteration 7Q: 3 clusters Score -315063.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -315297.687500 Penalty: 802.562622
	Iteration 8F: 3 clusters Score -315297.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -315532.093750 Penalty: 802.562622
	Iteration 9Q: 3 clusters Score -315532.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -315734.718750 Penalty: 802.562622
	Iteration 10Q: 3 clusters Score -315734.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -315847.625000 Penalty: 802.562622
	Iteration 11Q: 3 clusters Score -315847.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -315921.468750 Penalty: 802.562622
	Iteration 12Q: 3 clusters Score -315921.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -315980.343750 Penalty: 802.562622
	Iteration 13Q: 3 clusters Score -315980.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -316022.781250 Penalty: 802.562622
	Iteration 14Q: 3 clusters Score -316022.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -316059.593750 Penalty: 802.562622
	Iteration 15Q: 3 clusters Score -316059.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -316084.468750 Penalty: 802.562622
	Iteration 16Q: 3 clusters Score -316084.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -316098.468750 Penalty: 802.562622
	Iteration 17Q: 3 clusters Score -316098.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -316106.906250 Penalty: 802.562622
	Iteration 18Q: 3 clusters Score -316106.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -316112.031250 Penalty: 802.562622
	Iteration 19Q: 3 clusters Score -316112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -316114.968750 Penalty: 802.562622
	Iteration 20F: 3 clusters Score -316115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -316116.968750 Penalty: 802.562622
	Iteration 21Q: 3 clusters Score -316117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -316121.406250 Penalty: 802.562622
	Iteration 22Q: 3 clusters Score -316121.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -316124.875000 Penalty: 802.562622
	Iteration 23Q: 3 clusters Score -316124.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -316125.750000 Penalty: 802.562622
	Iteration 24Q: 3 clusters Score -316125.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -316126.218750 Penalty: 802.562622
	Iteration 25Q: 3 clusters Score -316126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -316127.312500 Penalty: 802.562622
	Iteration 26Q: 3 clusters Score -316127.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -316127.125000 Penalty: 802.562622
	Iteration 27Q: 3 clusters Score -316127.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -316127.593750 Penalty: 802.562622
	Iteration 28Q: 3 clusters Score -316127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -316127.437500 Penalty: 802.562622
	Iteration 29Q: 3 clusters Score -316127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -316127.437500 Penalty: 802.562622
	Iteration 30F: 3 clusters Score -316127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Entering Unmasked Estep 
Score: -2598185.750000 Penalty: 497.999146
	Iteration 0F: 2 clusters Score -2598186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -2560095.500000 Penalty: 995.998291
	Iteration 0F: 3 clusters Score -2560096 nChanged 27518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -2576651.250000 Penalty: 995.998291
	Iteration 1F: 3 clusters Score -2576651 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -2577202.750000 Penalty: 995.998291
	Iteration 2Q: 3 clusters Score -2577203 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -2577976.000000 Penalty: 995.998291
	Iteration 3Q: 3 clusters Score -2577976 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2579080.250000 Penalty: 995.998291
	Iteration 4Q: 3 clusters Score -2579080 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2580630.500000 Penalty: 995.998291
	Iteration 5F: 3 clusters Score -2580630 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2582857.500000 Penalty: 995.998291
	Iteration 6F: 3 clusters Score -2582858 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2585721.000000 Penalty: 995.998291
	Iteration 7F: 3 clusters Score -2585721 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2588951.000000 Penalty: 995.998291
	Iteration 8F: 3 clusters Score -2588951 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2591705.750000 Penalty: 995.998291
	Iteration 9Q: 3 clusters Score -2591706 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2593370.000000 Penalty: 995.998291
	Iteration 10Q: 3 clusters Score -2593370 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2594266.250000 Penalty: 995.998291
	Iteration 11Q: 3 clusters Score -2594266 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2594880.500000 Penalty: 995.998291
	Iteration 12Q: 3 clusters Score -2594880 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2595403.250000 Penalty: 995.998291
	Iteration 13Q: 3 clusters Score -2595403 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2595867.000000 Penalty: 995.998291
	Iteration 14Q: 3 clusters Score -2595867 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2596245.250000 Penalty: 995.998291
	Iteration 15Q: 3 clusters Score -2596245 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2596492.000000 Penalty: 995.998291
	Iteration 16Q: 3 clusters Score -2596492 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2596702.500000 Penalty: 995.998291
	Iteration 17Q: 3 clusters Score -2596702 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2596878.250000 Penalty: 995.998291
	Iteration 18Q: 3 clusters Score -2596878 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2596983.500000 Penalty: 995.998291
	Iteration 19Q: 3 clusters Score -2596984 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2597067.750000 Penalty: 995.998291
	Iteration 20F: 3 clusters Score -2597068 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2597127.000000 Penalty: 995.998291
	Iteration 21Q: 3 clusters Score -2597127 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2597178.250000 Penalty: 995.998291
	Iteration 22Q: 3 clusters Score -2597178 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2597231.000000 Penalty: 995.998291
	Iteration 23Q: 3 clusters Score -2597231 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2597276.750000 Penalty: 995.998291
	Iteration 24Q: 3 clusters Score -2597277 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2597313.250000 Penalty: 995.998291
	Iteration 25Q: 3 clusters Score -2597313 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2597351.000000 Penalty: 995.998291
	Iteration 26Q: 3 clusters Score -2597351 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2597369.500000 Penalty: 995.998291
	Iteration 27Q: 3 clusters Score -2597370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2597391.250000 Penalty: 995.998291
	Iteration 28Q: 3 clusters Score -2597391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2597410.000000 Penalty: 995.998291
	Iteration 29Q: 3 clusters Score -2597410 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2597433.250000 Penalty: 995.998291
	Iteration 30Q: 3 clusters Score -2597433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2597449.750000 Penalty: 995.998291
	Iteration 31Q: 3 clusters Score -2597450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2597468.500000 Penalty: 995.998291
	Iteration 32Q: 3 clusters Score -2597468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2597484.500000 Penalty: 995.998291
	Iteration 33Q: 3 clusters Score -2597484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2597498.250000 Penalty: 995.998291
	Iteration 34Q: 3 clusters Score -2597498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2597512.250000 Penalty: 995.998291
	Iteration 35Q: 3 clusters Score -2597512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2597514.250000 Penalty: 995.998291
	Iteration 36Q: 3 clusters Score -2597514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2597523.750000 Penalty: 995.998291
	Iteration 37Q: 3 clusters Score -2597524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2597539.500000 Penalty: 995.998291
	Iteration 38Q: 3 clusters Score -2597540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2597540.500000 Penalty: 995.998291
	Iteration 39Q: 3 clusters Score -2597540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2597547.000000 Penalty: 995.998291
	Iteration 40F: 3 clusters Score -2597547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2597554.000000 Penalty: 995.998291
	Iteration 41Q: 3 clusters Score -2597554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2597561.750000 Penalty: 995.998291
	Iteration 42Q: 3 clusters Score -2597562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2597573.000000 Penalty: 995.998291
	Iteration 43Q: 3 clusters Score -2597573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2597576.250000 Penalty: 995.998291
	Iteration 44Q: 3 clusters Score -2597576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2597583.250000 Penalty: 995.998291
	Iteration 45Q: 3 clusters Score -2597583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2597588.500000 Penalty: 995.998291
	Iteration 46Q: 3 clusters Score -2597588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2597594.250000 Penalty: 995.998291
	Iteration 47Q: 3 clusters Score -2597594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2597599.250000 Penalty: 995.998291
	Iteration 48Q: 3 clusters Score -2597599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2597600.500000 Penalty: 995.998291
	Iteration 49Q: 3 clusters Score -2597600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2597605.500000 Penalty: 995.998291
	Iteration 50Q: 3 clusters Score -2597606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2597606.500000 Penalty: 995.998291
	Iteration 51Q: 3 clusters Score -2597606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2597607.000000 Penalty: 995.998291
	Iteration 52Q: 3 clusters Score -2597607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2597614.000000 Penalty: 995.998291
	Iteration 53Q: 3 clusters Score -2597614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2597618.750000 Penalty: 995.998291
	Iteration 54Q: 3 clusters Score -2597619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2597622.750000 Penalty: 995.998291
	Iteration 55Q: 3 clusters Score -2597623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2597625.250000 Penalty: 995.998291
	Iteration 56Q: 3 clusters Score -2597625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2597623.500000 Penalty: 995.998291
	Iteration 57Q: 3 clusters Score -2597624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2597626.250000 Penalty: 995.998291
	Iteration 58Q: 3 clusters Score -2597626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2597626.000000 Penalty: 995.998291
	Iteration 59Q: 3 clusters Score -2597626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2597626.750000 Penalty: 995.998291
	Iteration 60F: 3 clusters Score -2597627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2597636.000000 Penalty: 995.998291
	Iteration 61Q: 3 clusters Score -2597636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2597632.000000 Penalty: 995.998291
	Iteration 62Q: 3 clusters Score -2597632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2597633.500000 Penalty: 995.998291
	Iteration 63Q: 3 clusters Score -2597634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2597634.750000 Penalty: 995.998291
	Iteration 64Q: 3 clusters Score -2597635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2597635.000000 Penalty: 995.998291
	Iteration 65Q: 3 clusters Score -2597635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2597636.250000 Penalty: 995.998291
	Iteration 66Q: 3 clusters Score -2597636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2597637.750000 Penalty: 995.998291
	Iteration 67Q: 3 clusters Score -2597638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2597635.500000 Penalty: 995.998291
	Iteration 68Q: 3 clusters Score -2597636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2597636.500000 Penalty: 995.998291
	Iteration 69Q: 3 clusters Score -2597636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2597646.000000 Penalty: 995.998291
	Iteration 70Q: 3 clusters Score -2597646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2597650.250000 Penalty: 995.998291
	Iteration 71Q: 3 clusters Score -2597650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2597661.750000 Penalty: 995.998291
	Iteration 72Q: 3 clusters Score -2597662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2597661.000000 Penalty: 995.998291
	Iteration 73Q: 3 clusters Score -2597661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2597661.000000 Penalty: 995.998291
	Iteration 74Q: 3 clusters Score -2597661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2597663.250000 Penalty: 995.998291
	Iteration 75Q: 3 clusters Score -2597663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2597664.500000 Penalty: 995.998291
	Iteration 76Q: 3 clusters Score -2597664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2597659.750000 Penalty: 995.998291
	Iteration 77Q: 3 clusters Score -2597660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2597666.250000 Penalty: 995.998291
	Iteration 78Q: 3 clusters Score -2597666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2597667.250000 Penalty: 995.998291
	Iteration 79Q: 3 clusters Score -2597667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2597669.000000 Penalty: 995.998291
	Iteration 80F: 3 clusters Score -2597669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2597670.000000 Penalty: 995.998291
	Iteration 81Q: 3 clusters Score -2597670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2597670.000000 Penalty: 995.998291
	Iteration 82Q: 3 clusters Score -2597670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2597678.000000 Penalty: 995.998291
	Iteration 83Q: 3 clusters Score -2597678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2597681.750000 Penalty: 995.998291
	Iteration 84Q: 3 clusters Score -2597682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2597693.000000 Penalty: 995.998291
	Iteration 85Q: 3 clusters Score -2597693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2597710.750000 Penalty: 995.998291
	Iteration 86Q: 3 clusters Score -2597711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2597711.500000 Penalty: 995.998291
	Iteration 87Q: 3 clusters Score -2597712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2597713.500000 Penalty: 995.998291
	Iteration 88Q: 3 clusters Score -2597714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2597715.000000 Penalty: 995.998291
	Iteration 89Q: 3 clusters Score -2597715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2597720.000000 Penalty: 995.998291
	Iteration 90Q: 3 clusters Score -2597720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2597732.250000 Penalty: 995.998291
	Iteration 91Q: 3 clusters Score -2597732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2597735.500000 Penalty: 995.998291
	Iteration 92Q: 3 clusters Score -2597736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2597739.750000 Penalty: 995.998291
	Iteration 93Q: 3 clusters Score -2597740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2597744.500000 Penalty: 995.998291
	Iteration 94Q: 3 clusters Score -2597744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2597745.250000 Penalty: 995.998291
	Iteration 95Q: 3 clusters Score -2597745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2597745.250000 Penalty: 995.998291
	Iteration 96Q: 3 clusters Score -2597745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2597747.750000 Penalty: 995.998291
	Iteration 97Q: 3 clusters Score -2597748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2597746.000000 Penalty: 995.998291
	Iteration 98Q: 3 clusters Score -2597746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2597748.750000 Penalty: 995.998291
	Iteration 99Q: 3 clusters Score -2597749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2597752.750000 Penalty: 995.998291
	Iteration 100F: 3 clusters Score -2597753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2597755.000000 Penalty: 995.998291
	Iteration 101Q: 3 clusters Score -2597755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2597756.500000 Penalty: 995.998291
	Iteration 102Q: 3 clusters Score -2597756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2597756.250000 Penalty: 995.998291
	Iteration 103Q: 3 clusters Score -2597756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2597764.750000 Penalty: 995.998291
	Iteration 104Q: 3 clusters Score -2597765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2597763.500000 Penalty: 995.998291
	Iteration 105Q: 3 clusters Score -2597764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2597765.250000 Penalty: 995.998291
	Iteration 106Q: 3 clusters Score -2597765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2597764.500000 Penalty: 995.998291
	Iteration 107Q: 3 clusters Score -2597764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2597766.000000 Penalty: 995.998291
	Iteration 108Q: 3 clusters Score -2597766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2597763.000000 Penalty: 995.998291
	Iteration 109Q: 3 clusters Score -2597763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2597763.000000 Penalty: 995.998291
	Iteration 110F: 3 clusters Score -2597763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -21746.570312 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -21746.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21274.066406 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -21274.07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21381.203125 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -21381.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21407.998047 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -21408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21416.449219 Penalty: 557.346191
	Iteration 3Q: 3 clusters Score -21416.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21421.890625 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -21421.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21425.746094 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -21425.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -21428.451172 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -21428.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21430.671875 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -21430.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21431.253906 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -21431.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21431.253906 Penalty: 557.346191
	Iteration 9F: 3 clusters Score -21431.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -250416.875000 Penalty: 390.414734
	Iteration 0F: 2 clusters Score -250416.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -246809.593750 Penalty: 780.829468
	Iteration 0F: 3 clusters Score -246809.6 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -248381.484375 Penalty: 780.829468
	Iteration 1F: 3 clusters Score -248381.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -248589.484375 Penalty: 780.829468
	Iteration 2F: 3 clusters Score -248589.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -248839.406250 Penalty: 780.829468
	Iteration 3F: 3 clusters Score -248839.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -249070.125000 Penalty: 780.829468
	Iteration 4F: 3 clusters Score -249070.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -249258.750000 Penalty: 780.829468
	Iteration 5F: 3 clusters Score -249258.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -249412.890625 Penalty: 780.829468
	Iteration 6Q: 3 clusters Score -249412.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -249508.562500 Penalty: 780.829468
	Iteration 7Q: 3 clusters Score -249508.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -249568.968750 Penalty: 780.829468
	Iteration 8Q: 3 clusters Score -249569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -249606.984375 Penalty: 780.829468
	Iteration 9Q: 3 clusters Score -249607 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -249632.718750 Penalty: 780.829468
	Iteration 10Q: 3 clusters Score -249632.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -249656.890625 Penalty: 780.829468
	Iteration 11Q: 3 clusters Score -249656.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -249675.875000 Penalty: 780.829468
	Iteration 12Q: 3 clusters Score -249675.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -249686.671875 Penalty: 780.829468
	Iteration 13Q: 3 clusters Score -249686.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -249694.671875 Penalty: 780.829468
	Iteration 14Q: 3 clusters Score -249694.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -249701.484375 Penalty: 780.829468
	Iteration 15Q: 3 clusters Score -249701.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -249707.625000 Penalty: 780.829468
	Iteration 16Q: 3 clusters Score -249707.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -249713.703125 Penalty: 780.829468
	Iteration 17Q: 3 clusters Score -249713.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -249719.203125 Penalty: 780.829468
	Iteration 18Q: 3 clusters Score -249719.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -249723.250000 Penalty: 780.829468
	Iteration 19Q: 3 clusters Score -249723.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -249727.281250 Penalty: 780.829468
	Iteration 20F: 3 clusters Score -249727.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -249732.250000 Penalty: 780.829468
	Iteration 21Q: 3 clusters Score -249732.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -249736.109375 Penalty: 780.829468
	Iteration 22Q: 3 clusters Score -249736.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -249741.125000 Penalty: 780.829468
	Iteration 23Q: 3 clusters Score -249741.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -249748.593750 Penalty: 780.829468
	Iteration 24Q: 3 clusters Score -249748.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -249754.281250 Penalty: 780.829468
	Iteration 25Q: 3 clusters Score -249754.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -249760.687500 Penalty: 780.829468
	Iteration 26Q: 3 clusters Score -249760.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -249764.843750 Penalty: 780.829468
	Iteration 27Q: 3 clusters Score -249764.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -249768.859375 Penalty: 780.829468
	Iteration 28Q: 3 clusters Score -249768.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -249776.078125 Penalty: 780.829468
	Iteration 29Q: 3 clusters Score -249776.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -249782.953125 Penalty: 780.829468
	Iteration 30Q: 3 clusters Score -249783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -249788.421875 Penalty: 780.829468
	Iteration 31Q: 3 clusters Score -249788.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -249795.578125 Penalty: 780.829468
	Iteration 32Q: 3 clusters Score -249795.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -249803.250000 Penalty: 780.829468
	Iteration 33Q: 3 clusters Score -249803.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -249809.750000 Penalty: 780.829468
	Iteration 34Q: 3 clusters Score -249809.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -249815.031250 Penalty: 780.829468
	Iteration 35Q: 3 clusters Score -249815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -249820.750000 Penalty: 780.829468
	Iteration 36Q: 3 clusters Score -249820.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -249823.437500 Penalty: 780.829468
	Iteration 37Q: 3 clusters Score -249823.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -249826.921875 Penalty: 780.829468
	Iteration 38Q: 3 clusters Score -249826.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -249831.609375 Penalty: 780.829468
	Iteration 39Q: 3 clusters Score -249831.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -249840.890625 Penalty: 780.829468
	Iteration 40F: 3 clusters Score -249840.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -249851.656250 Penalty: 780.829468
	Iteration 41Q: 3 clusters Score -249851.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -249859.515625 Penalty: 780.829468
	Iteration 42Q: 3 clusters Score -249859.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -249869.234375 Penalty: 780.829468
	Iteration 43Q: 3 clusters Score -249869.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -249876.640625 Penalty: 780.829468
	Iteration 44Q: 3 clusters Score -249876.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -249882.953125 Penalty: 780.829468
	Iteration 45Q: 3 clusters Score -249883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -249888.750000 Penalty: 780.829468
	Iteration 46Q: 3 clusters Score -249888.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -249892.234375 Penalty: 780.829468
	Iteration 47Q: 3 clusters Score -249892.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -249895.437500 Penalty: 780.829468
	Iteration 48Q: 3 clusters Score -249895.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -249897.625000 Penalty: 780.829468
	Iteration 49Q: 3 clusters Score -249897.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -249901.656250 Penalty: 780.829468
	Iteration 50Q: 3 clusters Score -249901.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -249907.406250 Penalty: 780.829468
	Iteration 51Q: 3 clusters Score -249907.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -249911.562500 Penalty: 780.829468
	Iteration 52Q: 3 clusters Score -249911.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -249915.531250 Penalty: 780.829468
	Iteration 53Q: 3 clusters Score -249915.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -249920.046875 Penalty: 780.829468
	Iteration 54Q: 3 clusters Score -249920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -249924.765625 Penalty: 780.829468
	Iteration 55Q: 3 clusters Score -249924.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -249932.656250 Penalty: 780.829468
	Iteration 56Q: 3 clusters Score -249932.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -249940.453125 Penalty: 780.829468
	Iteration 57Q: 3 clusters Score -249940.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -249948.359375 Penalty: 780.829468
	Iteration 58Q: 3 clusters Score -249948.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -249956.828125 Penalty: 780.829468
	Iteration 59Q: 3 clusters Score -249956.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -249964.703125 Penalty: 780.829468
	Iteration 60F: 3 clusters Score -249964.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -249969.203125 Penalty: 780.829468
	Iteration 61Q: 3 clusters Score -249969.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -249971.312500 Penalty: 780.829468
	Iteration 62Q: 3 clusters Score -249971.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -249973.500000 Penalty: 780.829468
	Iteration 63Q: 3 clusters Score -249973.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -249976.906250 Penalty: 780.829468
	Iteration 64Q: 3 clusters Score -249976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -249980.421875 Penalty: 780.829468
	Iteration 65Q: 3 clusters Score -249980.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -249983.703125 Penalty: 780.829468
	Iteration 66Q: 3 clusters Score -249983.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -249988.187500 Penalty: 780.829468
	Iteration 67Q: 3 clusters Score -249988.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -249991.765625 Penalty: 780.829468
	Iteration 68Q: 3 clusters Score -249991.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -249993.578125 Penalty: 780.829468
	Iteration 69Q: 3 clusters Score -249993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -249994.718750 Penalty: 780.829468
	Iteration 70Q: 3 clusters Score -249994.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -249995.640625 Penalty: 780.829468
	Iteration 71Q: 3 clusters Score -249995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -249995.593750 Penalty: 780.829468
	Iteration 72Q: 3 clusters Score -249995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -249996.234375 Penalty: 780.829468
	Iteration 73Q: 3 clusters Score -249996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -249996.921875 Penalty: 780.829468
	Iteration 74Q: 3 clusters Score -249996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -249997.562500 Penalty: 780.829468
	Iteration 75Q: 3 clusters Score -249997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -249998.609375 Penalty: 780.829468
	Iteration 76Q: 3 clusters Score -249998.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -249998.921875 Penalty: 780.829468
	Iteration 77Q: 3 clusters Score -249998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -250000.171875 Penalty: 780.829468
	Iteration 78Q: 3 clusters Score -250000.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -250000.781250 Penalty: 780.829468
	Iteration 79Q: 3 clusters Score -250000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -250001.468750 Penalty: 780.829468
	Iteration 80F: 3 clusters Score -250001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -250002.437500 Penalty: 780.829468
	Iteration 81Q: 3 clusters Score -250002.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -250003.093750 Penalty: 780.829468
	Iteration 82Q: 3 clusters Score -250003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -250003.390625 Penalty: 780.829468
	Iteration 83Q: 3 clusters Score -250003.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -250004.078125 Penalty: 780.829468
	Iteration 84Q: 3 clusters Score -250004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -250004.984375 Penalty: 780.829468
	Iteration 85Q: 3 clusters Score -250005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -250004.968750 Penalty: 780.829468
	Iteration 86Q: 3 clusters Score -250005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -250005.359375 Penalty: 780.829468
	Iteration 87Q: 3 clusters Score -250005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -250005.296875 Penalty: 780.829468
	Iteration 88Q: 3 clusters Score -250005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -250005.875000 Penalty: 780.829468
	Iteration 89Q: 3 clusters Score -250005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -250006.718750 Penalty: 780.829468
	Iteration 90Q: 3 clusters Score -250006.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -250007.296875 Penalty: 780.829468
	Iteration 91Q: 3 clusters Score -250007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -250007.765625 Penalty: 780.829468
	Iteration 92Q: 3 clusters Score -250007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -250008.171875 Penalty: 780.829468
	Iteration 93Q: 3 clusters Score -250008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -250009.062500 Penalty: 780.829468
	Iteration 94Q: 3 clusters Score -250009.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -250009.328125 Penalty: 780.829468
	Iteration 95Q: 3 clusters Score -250009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -250009.906250 Penalty: 780.829468
	Iteration 96Q: 3 clusters Score -250009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -250010.484375 Penalty: 780.829468
	Iteration 97Q: 3 clusters Score -250010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -250011.046875 Penalty: 780.829468
	Iteration 98Q: 3 clusters Score -250011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -250011.484375 Penalty: 780.829468
	Iteration 99Q: 3 clusters Score -250011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -250012.031250 Penalty: 780.829468
	Iteration 100F: 3 clusters Score -250012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -250012.156250 Penalty: 780.829468
	Iteration 101Q: 3 clusters Score -250012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -250012.812500 Penalty: 780.829468
	Iteration 102Q: 3 clusters Score -250012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -250013.921875 Penalty: 780.829468
	Iteration 103Q: 3 clusters Score -250013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -250013.875000 Penalty: 780.829468
	Iteration 104Q: 3 clusters Score -250013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -250015.000000 Penalty: 780.829468
	Iteration 105Q: 3 clusters Score -250015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -250016.359375 Penalty: 780.829468
	Iteration 106Q: 3 clusters Score -250016.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -250018.343750 Penalty: 780.829468
	Iteration 107Q: 3 clusters Score -250018.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -250019.859375 Penalty: 780.829468
	Iteration 108Q: 3 clusters Score -250019.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -250022.140625 Penalty: 780.829468
	Iteration 109Q: 3 clusters Score -250022.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -250023.828125 Penalty: 780.829468
	Iteration 110Q: 3 clusters Score -250023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -250024.921875 Penalty: 780.829468
	Iteration 111Q: 3 clusters Score -250024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -250025.968750 Penalty: 780.829468
	Iteration 112Q: 3 clusters Score -250026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -250026.500000 Penalty: 780.829468
	Iteration 113Q: 3 clusters Score -250026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -250026.875000 Penalty: 780.829468
	Iteration 114Q: 3 clusters Score -250026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -250028.593750 Penalty: 780.829468
	Iteration 115Q: 3 clusters Score -250028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -250030.125000 Penalty: 780.829468
	Iteration 116Q: 3 clusters Score -250030.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -250031.328125 Penalty: 780.829468
	Iteration 117Q: 3 clusters Score -250031.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -250033.625000 Penalty: 780.829468
	Iteration 118Q: 3 clusters Score -250033.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -250035.437500 Penalty: 780.829468
	Iteration 119Q: 3 clusters Score -250035.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -250038.859375 Penalty: 780.829468
	Iteration 120F: 3 clusters Score -250038.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -250042.015625 Penalty: 780.829468
	Iteration 121Q: 3 clusters Score -250042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -250045.578125 Penalty: 780.829468
	Iteration 122Q: 3 clusters Score -250045.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -250048.765625 Penalty: 780.829468
	Iteration 123Q: 3 clusters Score -250048.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -250052.031250 Penalty: 780.829468
	Iteration 124Q: 3 clusters Score -250052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -250053.343750 Penalty: 780.829468
	Iteration 125Q: 3 clusters Score -250053.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -250055.609375 Penalty: 780.829468
	Iteration 126Q: 3 clusters Score -250055.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -250056.093750 Penalty: 780.829468
	Iteration 127Q: 3 clusters Score -250056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -250056.687500 Penalty: 780.829468
	Iteration 128Q: 3 clusters Score -250056.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -250058.328125 Penalty: 780.829468
	Iteration 129Q: 3 clusters Score -250058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -250058.875000 Penalty: 780.829468
	Iteration 130Q: 3 clusters Score -250058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -250059.546875 Penalty: 780.829468
	Iteration 131Q: 3 clusters Score -250059.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -250060.906250 Penalty: 780.829468
	Iteration 132Q: 3 clusters Score -250060.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -250064.046875 Penalty: 780.829468
	Iteration 133Q: 3 clusters Score -250064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -250066.515625 Penalty: 780.829468
	Iteration 134Q: 3 clusters Score -250066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -250068.062500 Penalty: 780.829468
	Iteration 135Q: 3 clusters Score -250068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -250068.046875 Penalty: 780.829468
	Iteration 136Q: 3 clusters Score -250068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -250068.046875 Penalty: 780.829468
	Iteration 137F: 3 clusters Score -250068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Entering Unmasked Estep 
Score: -618389.125000 Penalty: 428.456299
	Iteration 0F: 2 clusters Score -618389.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -610213.875000 Penalty: 856.912598
	Iteration 0F: 3 clusters Score -610213.9 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -613609.500000 Penalty: 856.912598
	Iteration 1F: 3 clusters Score -613609.5 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -614103.812500 Penalty: 856.912598
	Iteration 2F: 3 clusters Score -614103.8 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -614847.875000 Penalty: 856.912598
	Iteration 3F: 3 clusters Score -614847.9 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -615793.125000 Penalty: 856.912598
	Iteration 4F: 3 clusters Score -615793.1 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -616624.062500 Penalty: 856.912598
	Iteration 5F: 3 clusters Score -616624.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -617015.500000 Penalty: 856.912598
	Iteration 6F: 3 clusters Score -617015.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -617135.187500 Penalty: 856.912598
	Iteration 7Q: 3 clusters Score -617135.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -617193.125000 Penalty: 856.912598
	Iteration 8Q: 3 clusters Score -617193.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -617241.750000 Penalty: 856.912598
	Iteration 9Q: 3 clusters Score -617241.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -617280.875000 Penalty: 856.912598
	Iteration 10Q: 3 clusters Score -617280.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -617315.187500 Penalty: 856.912598
	Iteration 11Q: 3 clusters Score -617315.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -617350.812500 Penalty: 856.912598
	Iteration 12Q: 3 clusters Score -617350.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -617381.937500 Penalty: 856.912598
	Iteration 13Q: 3 clusters Score -617381.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -617406.812500 Penalty: 856.912598
	Iteration 14Q: 3 clusters Score -617406.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -617426.750000 Penalty: 856.912598
	Iteration 15Q: 3 clusters Score -617426.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -617446.000000 Penalty: 856.912598
	Iteration 16Q: 3 clusters Score -617446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -617464.437500 Penalty: 856.912598
	Iteration 17Q: 3 clusters Score -617464.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -617478.750000 Penalty: 856.912598
	Iteration 18Q: 3 clusters Score -617478.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -617496.812500 Penalty: 856.912598
	Iteration 19Q: 3 clusters Score -617496.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -617516.625000 Penalty: 856.912598
	Iteration 20F: 3 clusters Score -617516.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -617544.062500 Penalty: 856.912598
	Iteration 21Q: 3 clusters Score -617544.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -617574.250000 Penalty: 856.912598
	Iteration 22Q: 3 clusters Score -617574.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -617600.062500 Penalty: 856.912598
	Iteration 23Q: 3 clusters Score -617600.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -617628.437500 Penalty: 856.912598
	Iteration 24Q: 3 clusters Score -617628.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -617655.125000 Penalty: 856.912598
	Iteration 25Q: 3 clusters Score -617655.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -617673.937500 Penalty: 856.912598
	Iteration 26Q: 3 clusters Score -617673.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -617690.125000 Penalty: 856.912598
	Iteration 27Q: 3 clusters Score -617690.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -617703.000000 Penalty: 856.912598
	Iteration 28Q: 3 clusters Score -617703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -617717.062500 Penalty: 856.912598
	Iteration 29Q: 3 clusters Score -617717.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -617730.125000 Penalty: 856.912598
	Iteration 30Q: 3 clusters Score -617730.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -617738.562500 Penalty: 856.912598
	Iteration 31Q: 3 clusters Score -617738.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -617747.687500 Penalty: 856.912598
	Iteration 32Q: 3 clusters Score -617747.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -617756.875000 Penalty: 856.912598
	Iteration 33Q: 3 clusters Score -617756.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -617768.937500 Penalty: 856.912598
	Iteration 34Q: 3 clusters Score -617768.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -617779.562500 Penalty: 856.912598
	Iteration 35Q: 3 clusters Score -617779.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -617784.937500 Penalty: 856.912598
	Iteration 36Q: 3 clusters Score -617784.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -617791.000000 Penalty: 856.912598
	Iteration 37Q: 3 clusters Score -617791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -617797.437500 Penalty: 856.912598
	Iteration 38Q: 3 clusters Score -617797.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -617806.875000 Penalty: 856.912598
	Iteration 39Q: 3 clusters Score -617806.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -617813.062500 Penalty: 856.912598
	Iteration 40F: 3 clusters Score -617813.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -617819.500000 Penalty: 856.912598
	Iteration 41Q: 3 clusters Score -617819.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -617831.250000 Penalty: 856.912598
	Iteration 42Q: 3 clusters Score -617831.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -617836.375000 Penalty: 856.912598
	Iteration 43Q: 3 clusters Score -617836.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -617842.312500 Penalty: 856.912598
	Iteration 44Q: 3 clusters Score -617842.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -617845.875000 Penalty: 856.912598
	Iteration 45Q: 3 clusters Score -617845.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -617851.625000 Penalty: 856.912598
	Iteration 46Q: 3 clusters Score -617851.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -617858.375000 Penalty: 856.912598
	Iteration 47Q: 3 clusters Score -617858.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -617861.812500 Penalty: 856.912598
	Iteration 48Q: 3 clusters Score -617861.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -617867.187500 Penalty: 856.912598
	Iteration 49Q: 3 clusters Score -617867.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -617867.937500 Penalty: 856.912598
	Iteration 50Q: 3 clusters Score -617867.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -617870.687500 Penalty: 856.912598
	Iteration 51Q: 3 clusters Score -617870.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -617873.500000 Penalty: 856.912598
	Iteration 52Q: 3 clusters Score -617873.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -617876.437500 Penalty: 856.912598
	Iteration 53Q: 3 clusters Score -617876.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -617880.500000 Penalty: 856.912598
	Iteration 54Q: 3 clusters Score -617880.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -617884.062500 Penalty: 856.912598
	Iteration 55Q: 3 clusters Score -617884.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -617886.812500 Penalty: 856.912598
	Iteration 56Q: 3 clusters Score -617886.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -617890.125000 Penalty: 856.912598
	Iteration 57Q: 3 clusters Score -617890.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -617892.750000 Penalty: 856.912598
	Iteration 58Q: 3 clusters Score -617892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -617895.375000 Penalty: 856.912598
	Iteration 59Q: 3 clusters Score -617895.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -617900.000000 Penalty: 856.912598
	Iteration 60F: 3 clusters Score -617900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -617902.875000 Penalty: 856.912598
	Iteration 61Q: 3 clusters Score -617902.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -617903.812500 Penalty: 856.912598
	Iteration 62Q: 3 clusters Score -617903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -617905.375000 Penalty: 856.912598
	Iteration 63Q: 3 clusters Score -617905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -617905.812500 Penalty: 856.912598
	Iteration 64Q: 3 clusters Score -617905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -617905.812500 Penalty: 856.912598
	Iteration 65F: 3 clusters Score -617905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Entering Unmasked Estep 
Score: -505334.781250 Penalty: 416.946869
	Iteration 0F: 2 clusters Score -505334.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -498988.593750 Penalty: 833.893738
	Iteration 0F: 3 clusters Score -498988.6 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -501441.687500 Penalty: 833.893738
	Iteration 1F: 3 clusters Score -501441.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -501608.625000 Penalty: 833.893738
	Iteration 2Q: 3 clusters Score -501608.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -501780.906250 Penalty: 833.893738
	Iteration 3Q: 3 clusters Score -501780.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -501998.593750 Penalty: 833.893738
	Iteration 4Q: 3 clusters Score -501998.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -502346.343750 Penalty: 833.893738
	Iteration 5Q: 3 clusters Score -502346.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -502842.062500 Penalty: 833.893738
	Iteration 6F: 3 clusters Score -502842.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -503328.843750 Penalty: 833.893738
	Iteration 7F: 3 clusters Score -503328.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -503696.750000 Penalty: 833.893738
	Iteration 8F: 3 clusters Score -503696.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -503943.687500 Penalty: 833.893738
	Iteration 9Q: 3 clusters Score -503943.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -504068.562500 Penalty: 833.893738
	Iteration 10Q: 3 clusters Score -504068.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -504121.718750 Penalty: 833.893738
	Iteration 11Q: 3 clusters Score -504121.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -504154.093750 Penalty: 833.893738
	Iteration 12Q: 3 clusters Score -504154.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -504179.156250 Penalty: 833.893738
	Iteration 13Q: 3 clusters Score -504179.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -504204.812500 Penalty: 833.893738
	Iteration 14Q: 3 clusters Score -504204.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -504228.437500 Penalty: 833.893738
	Iteration 15Q: 3 clusters Score -504228.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -504251.156250 Penalty: 833.893738
	Iteration 16Q: 3 clusters Score -504251.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -504272.625000 Penalty: 833.893738
	Iteration 17Q: 3 clusters Score -504272.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -504291.875000 Penalty: 833.893738
	Iteration 18Q: 3 clusters Score -504291.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -504307.406250 Penalty: 833.893738
	Iteration 19Q: 3 clusters Score -504307.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -504322.093750 Penalty: 833.893738
	Iteration 20F: 3 clusters Score -504322.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -504339.843750 Penalty: 833.893738
	Iteration 21Q: 3 clusters Score -504339.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -504356.906250 Penalty: 833.893738
	Iteration 22Q: 3 clusters Score -504356.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -504375.250000 Penalty: 833.893738
	Iteration 23Q: 3 clusters Score -504375.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -504395.812500 Penalty: 833.893738
	Iteration 24Q: 3 clusters Score -504395.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -504418.875000 Penalty: 833.893738
	Iteration 25Q: 3 clusters Score -504418.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -504436.468750 Penalty: 833.893738
	Iteration 26Q: 3 clusters Score -504436.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -504450.281250 Penalty: 833.893738
	Iteration 27Q: 3 clusters Score -504450.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -504465.750000 Penalty: 833.893738
	Iteration 28Q: 3 clusters Score -504465.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -504478.562500 Penalty: 833.893738
	Iteration 29Q: 3 clusters Score -504478.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -504486.812500 Penalty: 833.893738
	Iteration 30Q: 3 clusters Score -504486.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -504495.187500 Penalty: 833.893738
	Iteration 31Q: 3 clusters Score -504495.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -504504.937500 Penalty: 833.893738
	Iteration 32Q: 3 clusters Score -504504.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -504515.625000 Penalty: 833.893738
	Iteration 33Q: 3 clusters Score -504515.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -504527.593750 Penalty: 833.893738
	Iteration 34Q: 3 clusters Score -504527.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -504541.312500 Penalty: 833.893738
	Iteration 35Q: 3 clusters Score -504541.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -504552.218750 Penalty: 833.893738
	Iteration 36Q: 3 clusters Score -504552.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -504565.500000 Penalty: 833.893738
	Iteration 37Q: 3 clusters Score -504565.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -504576.156250 Penalty: 833.893738
	Iteration 38Q: 3 clusters Score -504576.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -504584.500000 Penalty: 833.893738
	Iteration 39Q: 3 clusters Score -504584.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -504588.437500 Penalty: 833.893738
	Iteration 40F: 3 clusters Score -504588.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -504593.593750 Penalty: 833.893738
	Iteration 41Q: 3 clusters Score -504593.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -504599.187500 Penalty: 833.893738
	Iteration 42Q: 3 clusters Score -504599.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -504602.781250 Penalty: 833.893738
	Iteration 43Q: 3 clusters Score -504602.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -504606.625000 Penalty: 833.893738
	Iteration 44Q: 3 clusters Score -504606.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -504608.375000 Penalty: 833.893738
	Iteration 45Q: 3 clusters Score -504608.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -504609.687500 Penalty: 833.893738
	Iteration 46Q: 3 clusters Score -504609.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -504609.437500 Penalty: 833.893738
	Iteration 47Q: 3 clusters Score -504609.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -504610.562500 Penalty: 833.893738
	Iteration 48Q: 3 clusters Score -504610.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -504611.062500 Penalty: 833.893738
	Iteration 49Q: 3 clusters Score -504611.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -504611.218750 Penalty: 833.893738
	Iteration 50Q: 3 clusters Score -504611.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -504613.562500 Penalty: 833.893738
	Iteration 51Q: 3 clusters Score -504613.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -504613.218750 Penalty: 833.893738
	Iteration 52Q: 3 clusters Score -504613.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -504612.875000 Penalty: 833.893738
	Iteration 53Q: 3 clusters Score -504612.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -504614.500000 Penalty: 833.893738
	Iteration 54Q: 3 clusters Score -504614.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -504614.406250 Penalty: 833.893738
	Iteration 55Q: 3 clusters Score -504614.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -504614.562500 Penalty: 833.893738
	Iteration 56Q: 3 clusters Score -504614.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -504614.750000 Penalty: 833.893738
	Iteration 57Q: 3 clusters Score -504614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -504614.625000 Penalty: 833.893738
	Iteration 58Q: 3 clusters Score -504614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -504614.843750 Penalty: 833.893738
	Iteration 59Q: 3 clusters Score -504614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -504613.968750 Penalty: 833.893738
	Iteration 60F: 3 clusters Score -504614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -504614.875000 Penalty: 833.893738
	Iteration 61Q: 3 clusters Score -504614.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -504614.156250 Penalty: 833.893738
	Iteration 62Q: 3 clusters Score -504614.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -504614.343750 Penalty: 833.893738
	Iteration 63Q: 3 clusters Score -504614.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -504614.781250 Penalty: 833.893738
	Iteration 64Q: 3 clusters Score -504614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -504613.593750 Penalty: 833.893738
	Iteration 65Q: 3 clusters Score -504613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -504614.500000 Penalty: 833.893738
	Iteration 66Q: 3 clusters Score -504614.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -504615.125000 Penalty: 833.893738
	Iteration 67Q: 3 clusters Score -504615.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -504614.062500 Penalty: 833.893738
	Iteration 68Q: 3 clusters Score -504614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -504615.593750 Penalty: 833.893738
	Iteration 69Q: 3 clusters Score -504615.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -504614.218750 Penalty: 833.893738
	Iteration 70Q: 3 clusters Score -504614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -504615.000000 Penalty: 833.893738
	Iteration 71Q: 3 clusters Score -504615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -504614.187500 Penalty: 833.893738
	Iteration 72Q: 3 clusters Score -504614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -504614.937500 Penalty: 833.893738
	Iteration 73Q: 3 clusters Score -504614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -504613.843750 Penalty: 833.893738
	Iteration 74Q: 3 clusters Score -504613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -504614.593750 Penalty: 833.893738
	Iteration 75Q: 3 clusters Score -504614.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -504614.812500 Penalty: 833.893738
	Iteration 76Q: 3 clusters Score -504614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -504614.750000 Penalty: 833.893738
	Iteration 77Q: 3 clusters Score -504614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -504614.250000 Penalty: 833.893738
	Iteration 78Q: 3 clusters Score -504614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -504614.531250 Penalty: 833.893738
	Iteration 79Q: 3 clusters Score -504614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -504614.281250 Penalty: 833.893738
	Iteration 80F: 3 clusters Score -504614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -504613.875000 Penalty: 833.893738
	Iteration 81Q: 3 clusters Score -504613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -504614.000000 Penalty: 833.893738
	Iteration 82Q: 3 clusters Score -504614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -504612.937500 Penalty: 833.893738
	Iteration 83Q: 3 clusters Score -504612.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -504613.687500 Penalty: 833.893738
	Iteration 84Q: 3 clusters Score -504613.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -504613.687500 Penalty: 833.893738
	Iteration 85F: 3 clusters Score -504613.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -15872.407227 Penalty: 266.665771
	Iteration 0F: 2 clusters Score -15872.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15492.839844 Penalty: 533.331543
	Iteration 0F: 3 clusters Score -15492.84 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15833.868164 Penalty: 533.331543
	Iteration 1F: 3 clusters Score -15833.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16005.937500 Penalty: 533.331543
	Iteration 2F: 3 clusters Score -16005.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16233.280273 Penalty: 533.331543
	Iteration 3F: 3 clusters Score -16233.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16421.480469 Penalty: 533.331543
	Iteration 4Q: 3 clusters Score -16421.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16604.804688 Penalty: 533.331543
	Iteration 5Q: 3 clusters Score -16604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16626.035156 Penalty: 533.331543
	Iteration 6Q: 3 clusters Score -16626.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16651.753906 Penalty: 533.331543
	Iteration 7Q: 3 clusters Score -16651.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16654.455078 Penalty: 533.331543
	Iteration 8Q: 3 clusters Score -16654.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16654.455078 Penalty: 533.331543
	Iteration 9F: 3 clusters Score -16654.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95589 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 216635 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 56672 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 35945 members 
Mstep: Class 19 contains 68311 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 93627 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 230098 members 
Mstep: Class 25 contains 19274 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85655 members 
Mstep: Class 29 contains 30636 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 9284 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114982 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 5116 members 
Mstep: Class 40 contains 184726 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 67343 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4325 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8977 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 104663 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4012 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 61786 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 269 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42316 members 
Mstep: Class 65 contains 148877 members 
Mstep: Class 66 contains 117936 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6535 members 
Mstep: Class 75 contains 17975 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 183 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 216 members 
Mstep: Class 82 contains 174 members 
Entering Unmasked Estep 
Score: -90707904.000000 Penalty: 54067.156250
Splitting cluster 17 changes total score from -90707232.000000 to -90707904.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 18 (35945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Entering Unmasked Estep 
Score: -1808287.375000 Penalty: 477.283417
	Iteration 0F: 2 clusters Score -1808287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1784339.750000 Penalty: 954.566833
	Iteration 0F: 3 clusters Score -1784340 nChanged 17256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1794323.625000 Penalty: 954.566833
	Iteration 1F: 3 clusters Score -1794324 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1794546.250000 Penalty: 954.566833
	Iteration 2Q: 3 clusters Score -1794546 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1794769.000000 Penalty: 954.566833
	Iteration 3Q: 3 clusters Score -1794769 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1795006.375000 Penalty: 954.566833
	Iteration 4Q: 3 clusters Score -1795006 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1795245.625000 Penalty: 954.566833
	Iteration 5Q: 3 clusters Score -1795246 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1795476.500000 Penalty: 954.566833
	Iteration 6Q: 3 clusters Score -1795476 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -1795721.875000 Penalty: 954.566833
	Iteration 7Q: 3 clusters Score -1795722 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1795979.375000 Penalty: 954.566833
	Iteration 8Q: 3 clusters Score -1795979 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1796273.000000 Penalty: 954.566833
	Iteration 9Q: 3 clusters Score -1796273 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1796616.500000 Penalty: 954.566833
	Iteration 10Q: 3 clusters Score -1796616 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1797125.125000 Penalty: 954.566833
	Iteration 11Q: 3 clusters Score -1797125 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1797878.500000 Penalty: 954.566833
	Iteration 12Q: 3 clusters Score -1797878 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1799008.625000 Penalty: 954.566833
	Iteration 13F: 3 clusters Score -1799009 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1800700.250000 Penalty: 954.566833
	Iteration 14F: 3 clusters Score -1800700 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1802860.500000 Penalty: 954.566833
	Iteration 15F: 3 clusters Score -1802860 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1804878.875000 Penalty: 954.566833
	Iteration 16F: 3 clusters Score -1804879 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1806408.625000 Penalty: 954.566833
	Iteration 17Q: 3 clusters Score -1806409 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1807234.375000 Penalty: 954.566833
	Iteration 18Q: 3 clusters Score -1807234 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1807645.375000 Penalty: 954.566833
	Iteration 19Q: 3 clusters Score -1807645 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1807762.625000 Penalty: 954.566833
	Iteration 20F: 3 clusters Score -1807763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1807819.125000 Penalty: 954.566833
	Iteration 21Q: 3 clusters Score -1807819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1807843.750000 Penalty: 954.566833
	Iteration 22Q: 3 clusters Score -1807844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1807859.125000 Penalty: 954.566833
	Iteration 23Q: 3 clusters Score -1807859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1807861.000000 Penalty: 954.566833
	Iteration 24Q: 3 clusters Score -1807861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1807860.250000 Penalty: 954.566833
	Iteration 25Q: 3 clusters Score -1807860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1807860.250000 Penalty: 954.566833
	Iteration 26F: 3 clusters Score -1807860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Entering Unmasked Estep 
Score: -3337161.500000 Penalty: 506.498108
	Iteration 0F: 2 clusters Score -3337162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -3291147.250000 Penalty: 1012.996216
	Iteration 0F: 3 clusters Score -3291147 nChanged 33315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -3311187.000000 Penalty: 1012.996216
	Iteration 1F: 3 clusters Score -3311187 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3312016.750000 Penalty: 1012.996216
	Iteration 2Q: 3 clusters Score -3312017 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -3313451.000000 Penalty: 1012.996216
	Iteration 3Q: 3 clusters Score -3313451 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3315882.000000 Penalty: 1012.996216
	Iteration 4F: 3 clusters Score -3315882 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3319810.250000 Penalty: 1012.996216
	Iteration 5F: 3 clusters Score -3319810 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3323980.750000 Penalty: 1012.996216
	Iteration 6F: 3 clusters Score -3323981 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3326468.250000 Penalty: 1012.996216
	Iteration 7F: 3 clusters Score -3326468 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3327586.750000 Penalty: 1012.996216
	Iteration 8Q: 3 clusters Score -3327587 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3328339.000000 Penalty: 1012.996216
	Iteration 9Q: 3 clusters Score -3328339 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3329066.750000 Penalty: 1012.996216
	Iteration 10Q: 3 clusters Score -3329067 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3329712.750000 Penalty: 1012.996216
	Iteration 11Q: 3 clusters Score -3329713 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3330306.500000 Penalty: 1012.996216
	Iteration 12Q: 3 clusters Score -3330306 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3330775.000000 Penalty: 1012.996216
	Iteration 13Q: 3 clusters Score -3330775 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3331268.000000 Penalty: 1012.996216
	Iteration 14Q: 3 clusters Score -3331268 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3331815.000000 Penalty: 1012.996216
	Iteration 15Q: 3 clusters Score -3331815 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3332425.500000 Penalty: 1012.996216
	Iteration 16Q: 3 clusters Score -3332426 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3332977.000000 Penalty: 1012.996216
	Iteration 17Q: 3 clusters Score -3332977 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3333375.500000 Penalty: 1012.996216
	Iteration 18Q: 3 clusters Score -3333376 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3333663.500000 Penalty: 1012.996216
	Iteration 19Q: 3 clusters Score -3333664 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3333892.500000 Penalty: 1012.996216
	Iteration 20F: 3 clusters Score -3333892 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3334071.000000 Penalty: 1012.996216
	Iteration 21Q: 3 clusters Score -3334071 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3334209.500000 Penalty: 1012.996216
	Iteration 22Q: 3 clusters Score -3334210 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3334275.000000 Penalty: 1012.996216
	Iteration 23Q: 3 clusters Score -3334275 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3334380.500000 Penalty: 1012.996216
	Iteration 24Q: 3 clusters Score -3334380 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3334421.250000 Penalty: 1012.996216
	Iteration 25Q: 3 clusters Score -3334421 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3334469.000000 Penalty: 1012.996216
	Iteration 26Q: 3 clusters Score -3334469 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3334543.750000 Penalty: 1012.996216
	Iteration 27Q: 3 clusters Score -3334544 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3334581.500000 Penalty: 1012.996216
	Iteration 28Q: 3 clusters Score -3334582 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3334637.750000 Penalty: 1012.996216
	Iteration 29Q: 3 clusters Score -3334638 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3334683.000000 Penalty: 1012.996216
	Iteration 30Q: 3 clusters Score -3334683 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -3334710.750000 Penalty: 1012.996216
	Iteration 31Q: 3 clusters Score -3334711 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -3334770.000000 Penalty: 1012.996216
	Iteration 32Q: 3 clusters Score -3334770 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -3334814.500000 Penalty: 1012.996216
	Iteration 33Q: 3 clusters Score -3334814 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -3334858.500000 Penalty: 1012.996216
	Iteration 34Q: 3 clusters Score -3334858 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -3334900.500000 Penalty: 1012.996216
	Iteration 35Q: 3 clusters Score -3334900 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -3334935.000000 Penalty: 1012.996216
	Iteration 36Q: 3 clusters Score -3334935 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -3334970.250000 Penalty: 1012.996216
	Iteration 37Q: 3 clusters Score -3334970 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -3335006.250000 Penalty: 1012.996216
	Iteration 38Q: 3 clusters Score -3335006 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -3335030.750000 Penalty: 1012.996216
	Iteration 39Q: 3 clusters Score -3335031 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -3335070.250000 Penalty: 1012.996216
	Iteration 40F: 3 clusters Score -3335070 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -3335111.250000 Penalty: 1012.996216
	Iteration 41Q: 3 clusters Score -3335111 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -3335157.000000 Penalty: 1012.996216
	Iteration 42Q: 3 clusters Score -3335157 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -3335190.750000 Penalty: 1012.996216
	Iteration 43Q: 3 clusters Score -3335191 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -3335235.500000 Penalty: 1012.996216
	Iteration 44Q: 3 clusters Score -3335236 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -3335270.500000 Penalty: 1012.996216
	Iteration 45Q: 3 clusters Score -3335270 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -3335297.500000 Penalty: 1012.996216
	Iteration 46Q: 3 clusters Score -3335298 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -3335330.000000 Penalty: 1012.996216
	Iteration 47Q: 3 clusters Score -3335330 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -3335368.250000 Penalty: 1012.996216
	Iteration 48Q: 3 clusters Score -3335368 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -3335402.500000 Penalty: 1012.996216
	Iteration 49Q: 3 clusters Score -3335402 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -3335412.000000 Penalty: 1012.996216
	Iteration 50Q: 3 clusters Score -3335412 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -3335446.750000 Penalty: 1012.996216
	Iteration 51Q: 3 clusters Score -3335447 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -3335469.500000 Penalty: 1012.996216
	Iteration 52Q: 3 clusters Score -3335470 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -3335482.500000 Penalty: 1012.996216
	Iteration 53Q: 3 clusters Score -3335482 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -3335496.750000 Penalty: 1012.996216
	Iteration 54Q: 3 clusters Score -3335497 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -3335521.250000 Penalty: 1012.996216
	Iteration 55Q: 3 clusters Score -3335521 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -3335527.750000 Penalty: 1012.996216
	Iteration 56Q: 3 clusters Score -3335528 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -3335555.250000 Penalty: 1012.996216
	Iteration 57Q: 3 clusters Score -3335555 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -3335574.250000 Penalty: 1012.996216
	Iteration 58Q: 3 clusters Score -3335574 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -3335580.500000 Penalty: 1012.996216
	Iteration 59Q: 3 clusters Score -3335580 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -3335599.750000 Penalty: 1012.996216
	Iteration 60F: 3 clusters Score -3335600 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -3335619.750000 Penalty: 1012.996216
	Iteration 61Q: 3 clusters Score -3335620 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -3335628.500000 Penalty: 1012.996216
	Iteration 62Q: 3 clusters Score -3335628 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -3335622.000000 Penalty: 1012.996216
	Iteration 63Q: 3 clusters Score -3335622 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -3335631.000000 Penalty: 1012.996216
	Iteration 64Q: 3 clusters Score -3335631 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -3335646.250000 Penalty: 1012.996216
	Iteration 65Q: 3 clusters Score -3335646 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -3335658.750000 Penalty: 1012.996216
	Iteration 66Q: 3 clusters Score -3335659 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -3335670.250000 Penalty: 1012.996216
	Iteration 67Q: 3 clusters Score -3335670 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -3335686.500000 Penalty: 1012.996216
	Iteration 68Q: 3 clusters Score -3335686 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -3335706.250000 Penalty: 1012.996216
	Iteration 69Q: 3 clusters Score -3335706 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -3335713.500000 Penalty: 1012.996216
	Iteration 70Q: 3 clusters Score -3335714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -3335725.000000 Penalty: 1012.996216
	Iteration 71Q: 3 clusters Score -3335725 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -3335741.000000 Penalty: 1012.996216
	Iteration 72Q: 3 clusters Score -3335741 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -3335753.250000 Penalty: 1012.996216
	Iteration 73Q: 3 clusters Score -3335753 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -3335761.500000 Penalty: 1012.996216
	Iteration 74Q: 3 clusters Score -3335762 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -3335777.250000 Penalty: 1012.996216
	Iteration 75Q: 3 clusters Score -3335777 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -3335781.250000 Penalty: 1012.996216
	Iteration 76Q: 3 clusters Score -3335781 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -3335787.750000 Penalty: 1012.996216
	Iteration 77Q: 3 clusters Score -3335788 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -3335802.750000 Penalty: 1012.996216
	Iteration 78Q: 3 clusters Score -3335803 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -3335818.000000 Penalty: 1012.996216
	Iteration 79Q: 3 clusters Score -3335818 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -3335822.000000 Penalty: 1012.996216
	Iteration 80F: 3 clusters Score -3335822 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -3335839.250000 Penalty: 1012.996216
	Iteration 81Q: 3 clusters Score -3335839 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -3335844.500000 Penalty: 1012.996216
	Iteration 82Q: 3 clusters Score -3335844 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -3335866.750000 Penalty: 1012.996216
	Iteration 83Q: 3 clusters Score -3335867 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -3335878.500000 Penalty: 1012.996216
	Iteration 84Q: 3 clusters Score -3335878 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -3335882.750000 Penalty: 1012.996216
	Iteration 85Q: 3 clusters Score -3335883 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -3335907.750000 Penalty: 1012.996216
	Iteration 86Q: 3 clusters Score -3335908 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -3335933.000000 Penalty: 1012.996216
	Iteration 87Q: 3 clusters Score -3335933 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -3335950.250000 Penalty: 1012.996216
	Iteration 88Q: 3 clusters Score -3335950 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -3335966.250000 Penalty: 1012.996216
	Iteration 89Q: 3 clusters Score -3335966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -3335970.250000 Penalty: 1012.996216
	Iteration 90Q: 3 clusters Score -3335970 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -3335983.250000 Penalty: 1012.996216
	Iteration 91Q: 3 clusters Score -3335983 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -3335995.000000 Penalty: 1012.996216
	Iteration 92Q: 3 clusters Score -3335995 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -3336003.500000 Penalty: 1012.996216
	Iteration 93Q: 3 clusters Score -3336004 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -3336013.500000 Penalty: 1012.996216
	Iteration 94Q: 3 clusters Score -3336014 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -3336022.250000 Penalty: 1012.996216
	Iteration 95Q: 3 clusters Score -3336022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -3336029.250000 Penalty: 1012.996216
	Iteration 96Q: 3 clusters Score -3336029 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -3336030.500000 Penalty: 1012.996216
	Iteration 97Q: 3 clusters Score -3336030 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -3336029.250000 Penalty: 1012.996216
	Iteration 98Q: 3 clusters Score -3336029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -3336030.500000 Penalty: 1012.996216
	Iteration 99Q: 3 clusters Score -3336030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -3336036.250000 Penalty: 1012.996216
	Iteration 100F: 3 clusters Score -3336036 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -3336056.000000 Penalty: 1012.996216
	Iteration 101Q: 3 clusters Score -3336056 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -3336054.000000 Penalty: 1012.996216
	Iteration 102Q: 3 clusters Score -3336054 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -3336039.500000 Penalty: 1012.996216
	Iteration 103Q: 3 clusters Score -3336040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -3336039.500000 Penalty: 1012.996216
	Iteration 104Q: 3 clusters Score -3336040 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -3336055.250000 Penalty: 1012.996216
	Iteration 105Q: 3 clusters Score -3336055 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -3336060.750000 Penalty: 1012.996216
	Iteration 106Q: 3 clusters Score -3336061 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -3336094.000000 Penalty: 1012.996216
	Iteration 107Q: 3 clusters Score -3336094 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -3336097.500000 Penalty: 1012.996216
	Iteration 108Q: 3 clusters Score -3336098 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -3336100.250000 Penalty: 1012.996216
	Iteration 109Q: 3 clusters Score -3336100 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -3336107.000000 Penalty: 1012.996216
	Iteration 110Q: 3 clusters Score -3336107 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -3336116.250000 Penalty: 1012.996216
	Iteration 111Q: 3 clusters Score -3336116 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -3336121.000000 Penalty: 1012.996216
	Iteration 112Q: 3 clusters Score -3336121 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -3336121.750000 Penalty: 1012.996216
	Iteration 113Q: 3 clusters Score -3336122 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -3336131.000000 Penalty: 1012.996216
	Iteration 114Q: 3 clusters Score -3336131 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -3336132.750000 Penalty: 1012.996216
	Iteration 115Q: 3 clusters Score -3336133 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -3336135.000000 Penalty: 1012.996216
	Iteration 116Q: 3 clusters Score -3336135 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -3336146.000000 Penalty: 1012.996216
	Iteration 117Q: 3 clusters Score -3336146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -3336157.500000 Penalty: 1012.996216
	Iteration 118Q: 3 clusters Score -3336158 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -3336172.250000 Penalty: 1012.996216
	Iteration 119Q: 3 clusters Score -3336172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -3336164.250000 Penalty: 1012.996216
	Iteration 120F: 3 clusters Score -3336164 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -3336179.000000 Penalty: 1012.996216
	Iteration 121Q: 3 clusters Score -3336179 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -3336188.750000 Penalty: 1012.996216
	Iteration 122Q: 3 clusters Score -3336189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -3336200.500000 Penalty: 1012.996216
	Iteration 123Q: 3 clusters Score -3336200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -3336210.250000 Penalty: 1012.996216
	Iteration 124Q: 3 clusters Score -3336210 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -3336201.500000 Penalty: 1012.996216
	Iteration 125Q: 3 clusters Score -3336202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -3336209.750000 Penalty: 1012.996216
	Iteration 126Q: 3 clusters Score -3336210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -3336213.500000 Penalty: 1012.996216
	Iteration 127Q: 3 clusters Score -3336214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -3336211.000000 Penalty: 1012.996216
	Iteration 128Q: 3 clusters Score -3336211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -3336219.500000 Penalty: 1012.996216
	Iteration 129Q: 3 clusters Score -3336220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -3336216.750000 Penalty: 1012.996216
	Iteration 130Q: 3 clusters Score -3336217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -3336224.000000 Penalty: 1012.996216
	Iteration 131Q: 3 clusters Score -3336224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -3336221.250000 Penalty: 1012.996216
	Iteration 132Q: 3 clusters Score -3336221 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -3336227.750000 Penalty: 1012.996216
	Iteration 133Q: 3 clusters Score -3336228 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -3336216.750000 Penalty: 1012.996216
	Iteration 134Q: 3 clusters Score -3336217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -3336224.000000 Penalty: 1012.996216
	Iteration 135Q: 3 clusters Score -3336224 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -3336225.250000 Penalty: 1012.996216
	Iteration 136Q: 3 clusters Score -3336225 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -3336229.000000 Penalty: 1012.996216
	Iteration 137Q: 3 clusters Score -3336229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -3336237.000000 Penalty: 1012.996216
	Iteration 138Q: 3 clusters Score -3336237 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -3336246.750000 Penalty: 1012.996216
	Iteration 139Q: 3 clusters Score -3336247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -3336250.000000 Penalty: 1012.996216
	Iteration 140F: 3 clusters Score -3336250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -3336249.750000 Penalty: 1012.996216
	Iteration 141Q: 3 clusters Score -3336250 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -3336243.250000 Penalty: 1012.996216
	Iteration 142Q: 3 clusters Score -3336243 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -3336256.500000 Penalty: 1012.996216
	Iteration 143Q: 3 clusters Score -3336256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -3336267.500000 Penalty: 1012.996216
	Iteration 144Q: 3 clusters Score -3336268 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -3336259.750000 Penalty: 1012.996216
	Iteration 145Q: 3 clusters Score -3336260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -3336262.250000 Penalty: 1012.996216
	Iteration 146Q: 3 clusters Score -3336262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -3336270.250000 Penalty: 1012.996216
	Iteration 147Q: 3 clusters Score -3336270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -3336261.750000 Penalty: 1012.996216
	Iteration 148Q: 3 clusters Score -3336262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -3336277.500000 Penalty: 1012.996216
	Iteration 149Q: 3 clusters Score -3336278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -3336284.750000 Penalty: 1012.996216
	Iteration 150Q: 3 clusters Score -3336285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -3336281.000000 Penalty: 1012.996216
	Iteration 151Q: 3 clusters Score -3336281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -3336276.000000 Penalty: 1012.996216
	Iteration 152Q: 3 clusters Score -3336276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -3336286.250000 Penalty: 1012.996216
	Iteration 153Q: 3 clusters Score -3336286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -3336295.500000 Penalty: 1012.996216
	Iteration 154Q: 3 clusters Score -3336296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -3336297.500000 Penalty: 1012.996216
	Iteration 155Q: 3 clusters Score -3336298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -3336289.000000 Penalty: 1012.996216
	Iteration 156Q: 3 clusters Score -3336289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -3336282.750000 Penalty: 1012.996216
	Iteration 157Q: 3 clusters Score -3336283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -3336287.500000 Penalty: 1012.996216
	Iteration 158Q: 3 clusters Score -3336288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -3336288.750000 Penalty: 1012.996216
	Iteration 159Q: 3 clusters Score -3336289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -3336294.250000 Penalty: 1012.996216
	Iteration 160F: 3 clusters Score -3336294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -3336298.750000 Penalty: 1012.996216
	Iteration 161Q: 3 clusters Score -3336299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -3336299.000000 Penalty: 1012.996216
	Iteration 162Q: 3 clusters Score -3336299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -3336294.750000 Penalty: 1012.996216
	Iteration 163Q: 3 clusters Score -3336295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -3336295.250000 Penalty: 1012.996216
	Iteration 164Q: 3 clusters Score -3336295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -3336295.750000 Penalty: 1012.996216
	Iteration 165Q: 3 clusters Score -3336296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -3336295.000000 Penalty: 1012.996216
	Iteration 166Q: 3 clusters Score -3336295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -3336299.250000 Penalty: 1012.996216
	Iteration 167Q: 3 clusters Score -3336299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -3336301.000000 Penalty: 1012.996216
	Iteration 168Q: 3 clusters Score -3336301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -3336301.500000 Penalty: 1012.996216
	Iteration 169Q: 3 clusters Score -3336302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -3336301.000000 Penalty: 1012.996216
	Iteration 170Q: 3 clusters Score -3336301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -3336298.250000 Penalty: 1012.996216
	Iteration 171Q: 3 clusters Score -3336298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -3336302.250000 Penalty: 1012.996216
	Iteration 172Q: 3 clusters Score -3336302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -3336298.250000 Penalty: 1012.996216
	Iteration 173Q: 3 clusters Score -3336298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -3336300.500000 Penalty: 1012.996216
	Iteration 174Q: 3 clusters Score -3336300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -3336303.000000 Penalty: 1012.996216
	Iteration 175Q: 3 clusters Score -3336303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -3336305.000000 Penalty: 1012.996216
	Iteration 176Q: 3 clusters Score -3336305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -3336305.250000 Penalty: 1012.996216
	Iteration 177Q: 3 clusters Score -3336305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -3336305.250000 Penalty: 1012.996216
	Iteration 178Q: 3 clusters Score -3336305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -3336304.750000 Penalty: 1012.996216
	Iteration 179Q: 3 clusters Score -3336305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -3336309.000000 Penalty: 1012.996216
	Iteration 180F: 3 clusters Score -3336309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -3336304.250000 Penalty: 1012.996216
	Iteration 181Q: 3 clusters Score -3336304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -3336305.750000 Penalty: 1012.996216
	Iteration 182Q: 3 clusters Score -3336306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -3336308.500000 Penalty: 1012.996216
	Iteration 183Q: 3 clusters Score -3336308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -3336308.500000 Penalty: 1012.996216
	Iteration 184F: 3 clusters Score -3336308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -10109.136719 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -10109.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9754.073242 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -9754.073 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9842.298828 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -9842.299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9886.569336 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -9886.569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9926.101562 Penalty: 515.959167
	Iteration 3F: 3 clusters Score -9926.102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9960.919922 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -9960.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9996.590820 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -9996.591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10039.658203 Penalty: 515.959167
	Iteration 6F: 3 clusters Score -10039.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10097.994141 Penalty: 515.959167
	Iteration 7F: 3 clusters Score -10097.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10130.226562 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -10130.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10138.429688 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -10138.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10149.789062 Penalty: 515.959167
	Iteration 10Q: 3 clusters Score -10149.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10154.992188 Penalty: 515.959167
	Iteration 11Q: 3 clusters Score -10154.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10154.992188 Penalty: 515.959167
	Iteration 12F: 3 clusters Score -10154.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95589 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 216635 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 56672 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 35945 members 
Mstep: Class 19 contains 68311 members 
Mstep: Class 20 contains 133 members 
Mstep: Class 21 contains 93627 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 230098 members 
Mstep: Class 25 contains 19274 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85655 members 
Mstep: Class 29 contains 30636 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 9284 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114982 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 5116 members 
Mstep: Class 40 contains 184726 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 67343 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4325 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8977 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 104663 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4012 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 61786 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 269 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42316 members 
Mstep: Class 65 contains 148877 members 
Mstep: Class 66 contains 117936 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6535 members 
Mstep: Class 75 contains 17975 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 183 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 216 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 83 contains 157 members 
Entering Unmasked Estep 
Score: -90707520.000000 Penalty: 54726.511719
Splitting cluster 20 changes total score from -90707232.000000 to -90707520.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 21 (93627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93627 members 
Entering Unmasked Estep 
Score: -4471786.500000 Penalty: 520.841858
	Iteration 0F: 2 clusters Score -4471786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -4408303.500000 Penalty: 1041.683716
	Iteration 0F: 3 clusters Score -4408304 nChanged 45834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -4435882.000000 Penalty: 1041.683716
	Iteration 1F: 3 clusters Score -4435882 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -4437008.500000 Penalty: 1041.683716
	Iteration 2Q: 3 clusters Score -4437008 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4457538 nChanged 3258
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Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4462526 nChanged 2419
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Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4463820 nChanged 2316
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Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4465034 nChanged 2225
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Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4466302 nChanged 2097
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Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4467476 nChanged 1929
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Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4468472 nChanged 1623
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Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4469063 nChanged 1225
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Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4469442 nChanged 889
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Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4469603 nChanged 617
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Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4469800 nChanged 550
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Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4469900 nChanged 488
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Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4469954 nChanged 380
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Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4470006 nChanged 318
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Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4470025 nChanged 237
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Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4470042 nChanged 240
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Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4470054 nChanged 226
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Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4470068 nChanged 203
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Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4470092 nChanged 204
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Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4470101 nChanged 202
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Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4470118 nChanged 201
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Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4470134 nChanged 219
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Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4470140 nChanged 224
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Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4470145 nChanged 254
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4470157 nChanged 227
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	Iteration 35Q: 3 clusters Score -4470170 nChanged 200
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Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4470188 nChanged 190
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4470218 nChanged 216
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4470227 nChanged 223
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Mstep: Class 1 contains 54032 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4470239 nChanged 209
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Mstep: Class 1 contains 53823 members 
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	Iteration 41Q: 3 clusters Score -4470226 nChanged 199
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Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4470239 nChanged 196
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Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4470245 nChanged 225
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Mstep: Class 1 contains 53203 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4470264 nChanged 209
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Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4470259 nChanged 210
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Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4470267 nChanged 183
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Mstep: Class 1 contains 52601 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4470286 nChanged 172
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Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4470299 nChanged 156
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Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4470300 nChanged 161
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Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 41515 members 
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	Iteration 50Q: 3 clusters Score -4470301 nChanged 146
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Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -4470324.500000 Penalty: 1041.683716
	Iteration 51Q: 3 clusters Score -4470324 nChanged 156
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Mstep: Class 1 contains 51810 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4470336 nChanged 153
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Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4470346 nChanged 143
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Mstep: Class 1 contains 51514 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4470364 nChanged 136
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Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4470378 nChanged 168
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Mstep: Class 1 contains 51210 members 
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	Iteration 56Q: 3 clusters Score -4470376 nChanged 188
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Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4470376 nChanged 179
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Mstep: Class 1 contains 50843 members 
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	Iteration 58Q: 3 clusters Score -4470364 nChanged 162
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Mstep: Class 2 contains 42946 members 
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	Iteration 59Q: 3 clusters Score -4470378 nChanged 168
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Mstep: Class 1 contains 50513 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4470390 nChanged 187
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Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 43301 members 
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	Iteration 61Q: 3 clusters Score -4470390 nChanged 176
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Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 43477 members 
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	Iteration 62Q: 3 clusters Score -4470391 nChanged 181
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Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4470395 nChanged 181
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Mstep: Class 2 contains 43839 members 
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	Iteration 64Q: 3 clusters Score -4470390 nChanged 167
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Mstep: Class 1 contains 49621 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4470404 nChanged 154
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Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4470397 nChanged 162
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Mstep: Class 1 contains 49305 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4470418 nChanged 153
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Mstep: Class 1 contains 49152 members 
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	Iteration 68Q: 3 clusters Score -4470420 nChanged 152
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	Iteration 69Q: 3 clusters Score -4470420 nChanged 146
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4470421 nChanged 144
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4470440 nChanged 166
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Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4470445 nChanged 191
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Mstep: Class 1 contains 48353 members 
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	Iteration 73Q: 3 clusters Score -4470453 nChanged 207
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	Iteration 74Q: 3 clusters Score -4470472 nChanged 183
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Mstep: Class 1 contains 47963 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4470484 nChanged 176
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Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4470496 nChanged 190
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Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4470514 nChanged 204
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Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4470520 nChanged 203
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Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4470527 nChanged 199
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Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4470532 nChanged 183
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Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4470550 nChanged 194
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4470558 nChanged 170
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Mstep: Class 1 contains 46444 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4470568 nChanged 168
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4470572 nChanged 165
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Mstep: Class 1 contains 46111 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4470582 nChanged 161
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Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4470600 nChanged 160
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Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4470611 nChanged 177
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Mstep: Class 1 contains 45613 members 
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	Iteration 88Q: 3 clusters Score -4470602 nChanged 185
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Mstep: Class 1 contains 45428 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4470604 nChanged 176
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4470608 nChanged 146
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4470614 nChanged 150
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Mstep: Class 1 contains 44956 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4470618 nChanged 144
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4470633 nChanged 138
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Entering Unmasked Estep 
Score: -4470635.500000 Penalty: 1041.683716
	Iteration 94Q: 3 clusters Score -4470636 nChanged 160
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Mstep: Class 1 contains 44514 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4470644 nChanged 150
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Mstep: Class 1 contains 44364 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4470652 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4470645 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4470648 nChanged 153
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Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4470652 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4470662 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4470648 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4470668 nChanged 150
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Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4470682 nChanged 129
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Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4470688 nChanged 137
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Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4470691 nChanged 124
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Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4470686 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4470684 nChanged 126
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Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4470696 nChanged 137
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Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4470698 nChanged 122
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Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4470706 nChanged 141
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Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -4470711.500000 Penalty: 1041.683716
	Iteration 111Q: 3 clusters Score -4470712 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4470700 nChanged 120
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Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4470706 nChanged 100
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Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4470704 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4470718 nChanged 115
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Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4470730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4470730 nChanged 83
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Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4470726 nChanged 80
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Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4470724 nChanged 84
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Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4470732 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4470738 nChanged 104
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Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4470745 nChanged 78
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Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4470756 nChanged 65
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Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4470751 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4470746 nChanged 61
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Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4470744 nChanged 54
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Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4470751 nChanged 67
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Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4470748 nChanged 79
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Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4470754 nChanged 95
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Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4470762 nChanged 100
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Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4470762 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4470771 nChanged 59
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Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4470782 nChanged 82
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Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4470786 nChanged 83
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Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4470784 nChanged 90
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Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4470796 nChanged 95
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Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4470806 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4470812 nChanged 111
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Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4470813 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4470830 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4470834 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4470831 nChanged 125
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Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4470859 nChanged 125
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Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 54400 members 
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	Iteration 144Q: 3 clusters Score -4470859 nChanged 141
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Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4470880 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4470864 nChanged 129
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Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 54800 members 
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	Iteration 147Q: 3 clusters Score -4470867 nChanged 150
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Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4470868 nChanged 131
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Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4470884 nChanged 118
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Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4470882 nChanged 115
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Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4470854 nChanged 124
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Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4470858 nChanged 130
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Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4470878 nChanged 127
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Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4470875 nChanged 147
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Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4470878 nChanged 138
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Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4470882 nChanged 127
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Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4470885 nChanged 128
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Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4470896 nChanged 122
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Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4470900 nChanged 118
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Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -4470903.000000 Penalty: 1041.683716
	Iteration 160F: 3 clusters Score -4470903 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4470910 nChanged 118
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Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4470910 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4470901 nChanged 116
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Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4470902 nChanged 128
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Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 57070 members 
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	Iteration 165Q: 3 clusters Score -4470903 nChanged 130
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Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4470916 nChanged 147
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Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4470912 nChanged 134
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Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4470918 nChanged 141
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Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4470926 nChanged 146
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Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4470935 nChanged 143
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Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4470938 nChanged 155
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Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4470952 nChanged 124
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Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4470958 nChanged 133
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Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4470955 nChanged 132
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Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 58455 members 
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	Iteration 175Q: 3 clusters Score -4470958 nChanged 126
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Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4470975 nChanged 130
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Mstep: Class 1 contains 34916 members 
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	Iteration 177Q: 3 clusters Score -4470984 nChanged 123
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Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 58834 members 
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	Iteration 178Q: 3 clusters Score -4470997 nChanged 124
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Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4470998 nChanged 117
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Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4471000 nChanged 121
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Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4471009 nChanged 157
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Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4471018 nChanged 146
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Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4471016 nChanged 151
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Mstep: Class 1 contains 33977 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4471024 nChanged 162
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Mstep: Class 1 contains 33815 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4471014 nChanged 155
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Mstep: Class 1 contains 33660 members 
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Entering Unmasked Estep 
Score: -4471028.500000 Penalty: 1041.683716
	Iteration 186Q: 3 clusters Score -4471028 nChanged 162
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Mstep: Class 1 contains 33498 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4471028 nChanged 163
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Mstep: Class 1 contains 33335 members 
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Entering Unmasked Estep 
Score: -4471030.500000 Penalty: 1041.683716
	Iteration 188Q: 3 clusters Score -4471030 nChanged 172
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Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4471038 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4471040 nChanged 173
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Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4471050 nChanged 180
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Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 61001 members 
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	Iteration 192Q: 3 clusters Score -4471090 nChanged 191
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Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4471070 nChanged 181
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Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4471061 nChanged 169
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Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4471078 nChanged 175
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Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4471096 nChanged 153
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Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4471110 nChanged 162
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Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4471124 nChanged 147
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Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4471133 nChanged 149
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Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4471146 nChanged 158
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Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 62486 members 
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	Iteration 201Q: 3 clusters Score -4471167 nChanged 157
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Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4471164 nChanged 157
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Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 62800 members 
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	Iteration 203Q: 3 clusters Score -4471156 nChanged 151
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Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4471174 nChanged 121
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Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4471185 nChanged 117
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Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 63189 members 
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	Iteration 206Q: 3 clusters Score -4471174 nChanged 115
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Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 63304 members 
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	Iteration 207Q: 3 clusters Score -4471183 nChanged 112
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Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 63416 members 
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	Iteration 208Q: 3 clusters Score -4471192 nChanged 98
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Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4471179 nChanged 95
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Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 63609 members 
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	Iteration 210Q: 3 clusters Score -4471172 nChanged 96
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Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 63705 members 
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	Iteration 211Q: 3 clusters Score -4471192 nChanged 79
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Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 63784 members 
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	Iteration 212Q: 3 clusters Score -4471188 nChanged 74
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Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 63858 members 
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	Iteration 213Q: 3 clusters Score -4471179 nChanged 78
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Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4471178 nChanged 92
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Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 64028 members 
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Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 64122 members 
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Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 64216 members 
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	Iteration 217Q: 3 clusters Score -4471178 nChanged 97
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Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 64313 members 
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	Iteration 218Q: 3 clusters Score -4471179 nChanged 111
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Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 64524 members 
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	Iteration 220F: 3 clusters Score -4471186 nChanged 89
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Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 64613 members 
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Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 64716 members 
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	Iteration 222Q: 3 clusters Score -4471199 nChanged 80
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Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 64796 members 
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	Iteration 223Q: 3 clusters Score -4471199 nChanged 79
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Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 64875 members 
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	Iteration 224Q: 3 clusters Score -4471208 nChanged 82
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Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 64957 members 
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	Iteration 225Q: 3 clusters Score -4471200 nChanged 72
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Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 65029 members 
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Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 65093 members 
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	Iteration 227Q: 3 clusters Score -4471192 nChanged 70
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Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4471186 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4471190 nChanged 61
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Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 65296 members 
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Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 65355 members 
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	Iteration 231Q: 3 clusters Score -4471186 nChanged 56
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Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 65411 members 
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	Iteration 232Q: 3 clusters Score -4471193 nChanged 58
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Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 65469 members 
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	Iteration 233Q: 3 clusters Score -4471199 nChanged 47
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Mstep: Class 1 contains 28111 members 
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	Iteration 234Q: 3 clusters Score -4471198 nChanged 47
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Mstep: Class 1 contains 28064 members 
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	Iteration 235Q: 3 clusters Score -4471194 nChanged 43
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Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 65606 members 
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	Iteration 236Q: 3 clusters Score -4471196 nChanged 53
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Mstep: Class 2 contains 65659 members 
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	Iteration 237Q: 3 clusters Score -4471199 nChanged 64
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	Iteration 238Q: 3 clusters Score -4471199 nChanged 81
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Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 65804 members 
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	Iteration 239Q: 3 clusters Score -4471204 nChanged 85
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Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 65889 members 
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	Iteration 240F: 3 clusters Score -4471206 nChanged 73
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Mstep: Class 1 contains 27665 members 
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	Iteration 241Q: 3 clusters Score -4471196 nChanged 64
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	Iteration 242Q: 3 clusters Score -4471204 nChanged 58
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	Iteration 243Q: 3 clusters Score -4471202 nChanged 50
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Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 66134 members 
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	Iteration 244Q: 3 clusters Score -4471204 nChanged 63
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Mstep: Class 1 contains 27430 members 
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	Iteration 245Q: 3 clusters Score -4471198 nChanged 56
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Mstep: Class 2 contains 66253 members 
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	Iteration 246Q: 3 clusters Score -4471190 nChanged 54
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	Iteration 247Q: 3 clusters Score -4471190 nChanged 52
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Mstep: Class 1 contains 27268 members 
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	Iteration 248Q: 3 clusters Score -4471194 nChanged 52
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	Iteration 249Q: 3 clusters Score -4471196 nChanged 48
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	Iteration 250Q: 3 clusters Score -4471202 nChanged 51
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	Iteration 251Q: 3 clusters Score -4471190 nChanged 61
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	Iteration 252Q: 3 clusters Score -4471196 nChanged 67
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	Iteration 253Q: 3 clusters Score -4471196 nChanged 85
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Mstep: Class 2 contains 66723 members 
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	Iteration 254Q: 3 clusters Score -4471203 nChanged 82
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Mstep: Class 2 contains 66805 members 
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	Iteration 255Q: 3 clusters Score -4471198 nChanged 80
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	Iteration 256Q: 3 clusters Score -4471195 nChanged 74
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	Iteration 257Q: 3 clusters Score -4471192 nChanged 73
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	Iteration 258Q: 3 clusters Score -4471195 nChanged 73
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	Iteration 259Q: 3 clusters Score -4471198 nChanged 69
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Mstep: Class 2 contains 67174 members 
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	Iteration 260F: 3 clusters Score -4471199 nChanged 62
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	Iteration 261Q: 3 clusters Score -4471207 nChanged 51
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	Iteration 262Q: 3 clusters Score -4471210 nChanged 58
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	Iteration 263Q: 3 clusters Score -4471218 nChanged 42
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	Iteration 264Q: 3 clusters Score -4471218 nChanged 46
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	Iteration 265Q: 3 clusters Score -4471220 nChanged 46
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	Iteration 266Q: 3 clusters Score -4471224 nChanged 53
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	Iteration 267Q: 3 clusters Score -4471222 nChanged 52
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	Iteration 268Q: 3 clusters Score -4471212 nChanged 60
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	Iteration 269Q: 3 clusters Score -4471216 nChanged 62
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	Iteration 270Q: 3 clusters Score -4471212 nChanged 48
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	Iteration 271Q: 3 clusters Score -4471200 nChanged 60
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	Iteration 273Q: 3 clusters Score -4471210 nChanged 75
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	Iteration 274Q: 3 clusters Score -4471214 nChanged 63
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	Iteration 275Q: 3 clusters Score -4471208 nChanged 51
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	Iteration 276Q: 3 clusters Score -4471212 nChanged 41
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	Iteration 277Q: 3 clusters Score -4471218 nChanged 47
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	Iteration 278Q: 3 clusters Score -4471217 nChanged 48
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	Iteration 279Q: 3 clusters Score -4471208 nChanged 56
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	Iteration 280F: 3 clusters Score -4471212 nChanged 62
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	Iteration 281Q: 3 clusters Score -4471226 nChanged 59
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Mstep: Class 2 contains 68391 members 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -4471242 nChanged 44
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Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 68483 members 
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	Iteration 284Q: 3 clusters Score -4471243 nChanged 45
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Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 68528 members 
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	Iteration 285Q: 3 clusters Score -4471240 nChanged 54
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Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 68582 members 
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	Iteration 286Q: 3 clusters Score -4471256 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -4471244 nChanged 54
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Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -4471248 nChanged 53
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Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -4471254 nChanged 45
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Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -4471247 nChanged 43
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Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -4471240 nChanged 53
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Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -4471235 nChanged 49
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Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -4471242 nChanged 41
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Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 69027 members 
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	Iteration 295Q: 3 clusters Score -4471246 nChanged 43
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Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 69070 members 
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Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -4471246 nChanged 39
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Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -4471253 nChanged 43
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Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 69190 members 
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	Iteration 299Q: 3 clusters Score -4471259 nChanged 48
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Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -4471261 nChanged 39
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Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -4471264 nChanged 43
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Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -4471262 nChanged 35
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Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 69355 members 
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	Iteration 303Q: 3 clusters Score -4471262 nChanged 42
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Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 69397 members 
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	Iteration 304Q: 3 clusters Score -4471258 nChanged 35
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Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -4471265 nChanged 34
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Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 69498 members 
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	Iteration 307Q: 3 clusters Score -4471264 nChanged 40
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Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 69538 members 
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Mstep: Class 2 contains 69570 members 
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	Iteration 309Q: 3 clusters Score -4471267 nChanged 40
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Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 69610 members 
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	Iteration 310Q: 3 clusters Score -4471267 nChanged 32
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Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 69642 members 
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Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 69668 members 
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Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 69695 members 
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	Iteration 313Q: 3 clusters Score -4471274 nChanged 39
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Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 69734 members 
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	Iteration 314Q: 3 clusters Score -4471272 nChanged 32
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Mstep: Class 2 contains 69766 members 
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	Iteration 315Q: 3 clusters Score -4471272 nChanged 41
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	Iteration 316Q: 3 clusters Score -4471268 nChanged 31
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	Iteration 317Q: 3 clusters Score -4471264 nChanged 29
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	Iteration 318Q: 3 clusters Score -4471266 nChanged 26
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Mstep: Class 2 contains 69893 members 
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	Iteration 319Q: 3 clusters Score -4471268 nChanged 25
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Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 69918 members 
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	Iteration 320F: 3 clusters Score -4471268 nChanged 30
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Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 69948 members 
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	Iteration 321Q: 3 clusters Score -4471272 nChanged 30
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Mstep: Class 2 contains 69978 members 
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	Iteration 322Q: 3 clusters Score -4471271 nChanged 30
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Mstep: Class 2 contains 70008 members 
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	Iteration 323Q: 3 clusters Score -4471272 nChanged 31
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Mstep: Class 2 contains 70039 members 
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	Iteration 324Q: 3 clusters Score -4471274 nChanged 27
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	Iteration 325Q: 3 clusters Score -4471262 nChanged 26
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Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 70092 members 
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	Iteration 326Q: 3 clusters Score -4471258 nChanged 28
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Mstep: Class 2 contains 70120 members 
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	Iteration 327Q: 3 clusters Score -4471261 nChanged 30
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Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 70150 members 
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	Iteration 328Q: 3 clusters Score -4471260 nChanged 32
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	Iteration 329Q: 3 clusters Score -4471262 nChanged 26
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Mstep: Class 2 contains 70230 members 
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	Iteration 331Q: 3 clusters Score -4471262 nChanged 26
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Mstep: Class 2 contains 70256 members 
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	Iteration 332Q: 3 clusters Score -4471262 nChanged 30
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Mstep: Class 2 contains 70286 members 
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	Iteration 333Q: 3 clusters Score -4471263 nChanged 34
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	Iteration 334Q: 3 clusters Score -4471265 nChanged 39
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	Iteration 335Q: 3 clusters Score -4471264 nChanged 45
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	Iteration 336Q: 3 clusters Score -4471269 nChanged 42
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	Iteration 338Q: 3 clusters Score -4471261 nChanged 44
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	Iteration 340F: 3 clusters Score -4471258 nChanged 38
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	Iteration 341Q: 3 clusters Score -4471258 nChanged 39
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	Iteration 342Q: 3 clusters Score -4471244 nChanged 49
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	Iteration 343Q: 3 clusters Score -4471241 nChanged 53
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	Iteration 344Q: 3 clusters Score -4471240 nChanged 65
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	Iteration 345Q: 3 clusters Score -4471242 nChanged 69
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	Iteration 346Q: 3 clusters Score -4471228 nChanged 63
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	Iteration 347Q: 3 clusters Score -4471229 nChanged 53
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	Iteration 349Q: 3 clusters Score -4471232 nChanged 46
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	Iteration 350Q: 3 clusters Score -4471232 nChanged 34
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	Iteration 351Q: 3 clusters Score -4471235 nChanged 37
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	Iteration 352Q: 3 clusters Score -4471236 nChanged 40
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	Iteration 354Q: 3 clusters Score -4471244 nChanged 46
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	Iteration 356Q: 3 clusters Score -4471248 nChanged 50
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	Iteration 357Q: 3 clusters Score -4471258 nChanged 51
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	Iteration 358Q: 3 clusters Score -4471256 nChanged 32
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	Iteration 359Q: 3 clusters Score -4471256 nChanged 33
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	Iteration 360F: 3 clusters Score -4471258 nChanged 26
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	Iteration 362Q: 3 clusters Score -4471260 nChanged 32
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	Iteration 364Q: 3 clusters Score -4471264 nChanged 38
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	Iteration 366Q: 3 clusters Score -4471263 nChanged 37
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	Iteration 373Q: 3 clusters Score -4471270 nChanged 56
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Mstep: Class 2 contains 72172 members 
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Mstep: Class 2 contains 73135 members 
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	Iteration 467Q: 3 clusters Score -4471302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -4471303.500000 Penalty: 1041.683716
	Iteration 468Q: 3 clusters Score -4471304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -4471304.000000 Penalty: 1041.683716
	Iteration 469Q: 3 clusters Score -4471304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -4471295.000000 Penalty: 1041.683716
	Iteration 470Q: 3 clusters Score -4471295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -4471300.500000 Penalty: 1041.683716
	Iteration 471Q: 3 clusters Score -4471300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -4471299.000000 Penalty: 1041.683716
	Iteration 472Q: 3 clusters Score -4471299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -4471291.000000 Penalty: 1041.683716
	Iteration 473Q: 3 clusters Score -4471291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -4471293.500000 Penalty: 1041.683716
	Iteration 474Q: 3 clusters Score -4471294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -4471304.000000 Penalty: 1041.683716
	Iteration 475Q: 3 clusters Score -4471304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -4471291.000000 Penalty: 1041.683716
	Iteration 476Q: 3 clusters Score -4471291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -4471292.000000 Penalty: 1041.683716
	Iteration 477Q: 3 clusters Score -4471292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -4471301.000000 Penalty: 1041.683716
	Iteration 478Q: 3 clusters Score -4471301 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -4471314.500000 Penalty: 1041.683716
	Iteration 479Q: 3 clusters Score -4471314 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -4471331.500000 Penalty: 1041.683716
	Iteration 480F: 3 clusters Score -4471332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -4471328.000000 Penalty: 1041.683716
	Iteration 481Q: 3 clusters Score -4471328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 76310 members 
Entering Unmasked Estep 
Score: -4471330.500000 Penalty: 1041.683716
	Iteration 482Q: 3 clusters Score -4471330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -4471335.500000 Penalty: 1041.683716
	Iteration 483Q: 3 clusters Score -4471336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -4471331.500000 Penalty: 1041.683716
	Iteration 484Q: 3 clusters Score -4471332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -4471333.500000 Penalty: 1041.683716
	Iteration 485Q: 3 clusters Score -4471334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -4471329.000000 Penalty: 1041.683716
	Iteration 486Q: 3 clusters Score -4471329 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -4471320.500000 Penalty: 1041.683716
	Iteration 487Q: 3 clusters Score -4471320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -4471311.500000 Penalty: 1041.683716
	Iteration 488Q: 3 clusters Score -4471312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -4471307.500000 Penalty: 1041.683716
	Iteration 489Q: 3 clusters Score -4471308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -4471307.500000 Penalty: 1041.683716
	Iteration 490Q: 3 clusters Score -4471308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -4471304.000000 Penalty: 1041.683716
	Iteration 491Q: 3 clusters Score -4471304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -4471315.000000 Penalty: 1041.683716
	Iteration 492Q: 3 clusters Score -4471315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -4471317.500000 Penalty: 1041.683716
	Iteration 493Q: 3 clusters Score -4471318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -4471311.500000 Penalty: 1041.683716
	Iteration 494Q: 3 clusters Score -4471312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -4471313.000000 Penalty: 1041.683716
	Iteration 495Q: 3 clusters Score -4471313 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -4471310.000000 Penalty: 1041.683716
	Iteration 496Q: 3 clusters Score -4471310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -4471312.000000 Penalty: 1041.683716
	Iteration 497Q: 3 clusters Score -4471312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -4471315.000000 Penalty: 1041.683716
	Iteration 498Q: 3 clusters Score -4471315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -4471316.500000 Penalty: 1041.683716
	Iteration 499Q: 3 clusters Score -4471316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -4471316.500000 Penalty: 1041.683716
	Iteration 500F: 3 clusters Score -4471316 nChanged 35
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 22 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -46090.773438 Penalty: 315.069855
	Iteration 0F: 2 clusters Score -46090.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -45286.785156 Penalty: 630.139709
	Iteration 0F: 3 clusters Score -45286.79 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -45555.976562 Penalty: 630.139709
	Iteration 1F: 3 clusters Score -45555.98 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -45629.761719 Penalty: 630.139709
	Iteration 2F: 3 clusters Score -45629.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -45714.539062 Penalty: 630.139709
	Iteration 3F: 3 clusters Score -45714.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -45775.320312 Penalty: 630.139709
	Iteration 4F: 3 clusters Score -45775.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -45807.710938 Penalty: 630.139709
	Iteration 5Q: 3 clusters Score -45807.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -45827.757812 Penalty: 630.139709
	Iteration 6Q: 3 clusters Score -45827.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -45842.343750 Penalty: 630.139709
	Iteration 7Q: 3 clusters Score -45842.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -45853.753906 Penalty: 630.139709
	Iteration 8Q: 3 clusters Score -45853.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -45863.394531 Penalty: 630.139709
	Iteration 9Q: 3 clusters Score -45863.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -45870.253906 Penalty: 630.139709
	Iteration 10Q: 3 clusters Score -45870.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -45873.925781 Penalty: 630.139709
	Iteration 11Q: 3 clusters Score -45873.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -45883.093750 Penalty: 630.139709
	Iteration 12Q: 3 clusters Score -45883.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -45894.003906 Penalty: 630.139709
	Iteration 13Q: 3 clusters Score -45894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -45905.675781 Penalty: 630.139709
	Iteration 14Q: 3 clusters Score -45905.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -45911.593750 Penalty: 630.139709
	Iteration 15Q: 3 clusters Score -45911.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -45920.589844 Penalty: 630.139709
	Iteration 16Q: 3 clusters Score -45920.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -45926.046875 Penalty: 630.139709
	Iteration 17Q: 3 clusters Score -45926.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -45931.480469 Penalty: 630.139709
	Iteration 18Q: 3 clusters Score -45931.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -45934.644531 Penalty: 630.139709
	Iteration 19Q: 3 clusters Score -45934.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -45936.019531 Penalty: 630.139709
	Iteration 20F: 3 clusters Score -45936.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -45937.835938 Penalty: 630.139709
	Iteration 21Q: 3 clusters Score -45937.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -45938.429688 Penalty: 630.139709
	Iteration 22Q: 3 clusters Score -45938.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -45939.718750 Penalty: 630.139709
	Iteration 23Q: 3 clusters Score -45939.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -45941.277344 Penalty: 630.139709
	Iteration 24Q: 3 clusters Score -45941.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -45941.871094 Penalty: 630.139709
	Iteration 25Q: 3 clusters Score -45941.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -45942.351562 Penalty: 630.139709
	Iteration 26Q: 3 clusters Score -45942.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -45942.710938 Penalty: 630.139709
	Iteration 27Q: 3 clusters Score -45942.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -45942.964844 Penalty: 630.139709
	Iteration 28Q: 3 clusters Score -45942.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -45942.964844 Penalty: 630.139709
	Iteration 29F: 3 clusters Score -45942.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Entering Unmasked Estep 
Score: -209632.234375 Penalty: 379.933838
	Iteration 0F: 2 clusters Score -209632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -206707.000000 Penalty: 759.867676
	Iteration 0F: 3 clusters Score -206707 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -207761.843750 Penalty: 759.867676
	Iteration 1F: 3 clusters Score -207761.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -207916.578125 Penalty: 759.867676
	Iteration 2F: 3 clusters Score -207916.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -208081.250000 Penalty: 759.867676
	Iteration 3F: 3 clusters Score -208081.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -208285.984375 Penalty: 759.867676
	Iteration 4F: 3 clusters Score -208286 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -208532.093750 Penalty: 759.867676
	Iteration 5F: 3 clusters Score -208532.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -208810.343750 Penalty: 759.867676
	Iteration 6F: 3 clusters Score -208810.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -208990.687500 Penalty: 759.867676
	Iteration 7F: 3 clusters Score -208990.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -209121.765625 Penalty: 759.867676
	Iteration 8Q: 3 clusters Score -209121.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -209196.828125 Penalty: 759.867676
	Iteration 9Q: 3 clusters Score -209196.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -209240.343750 Penalty: 759.867676
	Iteration 10Q: 3 clusters Score -209240.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -209270.953125 Penalty: 759.867676
	Iteration 11Q: 3 clusters Score -209271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -209299.500000 Penalty: 759.867676
	Iteration 12Q: 3 clusters Score -209299.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -209323.375000 Penalty: 759.867676
	Iteration 13Q: 3 clusters Score -209323.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -209348.937500 Penalty: 759.867676
	Iteration 14Q: 3 clusters Score -209348.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -209371.078125 Penalty: 759.867676
	Iteration 15Q: 3 clusters Score -209371.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -209386.328125 Penalty: 759.867676
	Iteration 16Q: 3 clusters Score -209386.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -209399.625000 Penalty: 759.867676
	Iteration 17Q: 3 clusters Score -209399.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -209408.015625 Penalty: 759.867676
	Iteration 18Q: 3 clusters Score -209408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -209413.625000 Penalty: 759.867676
	Iteration 19Q: 3 clusters Score -209413.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -209420.171875 Penalty: 759.867676
	Iteration 20F: 3 clusters Score -209420.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -209428.312500 Penalty: 759.867676
	Iteration 21Q: 3 clusters Score -209428.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -209437.718750 Penalty: 759.867676
	Iteration 22Q: 3 clusters Score -209437.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -209444.000000 Penalty: 759.867676
	Iteration 23Q: 3 clusters Score -209444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -209446.937500 Penalty: 759.867676
	Iteration 24Q: 3 clusters Score -209446.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -209453.359375 Penalty: 759.867676
	Iteration 25Q: 3 clusters Score -209453.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -209456.578125 Penalty: 759.867676
	Iteration 26Q: 3 clusters Score -209456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -209458.265625 Penalty: 759.867676
	Iteration 27Q: 3 clusters Score -209458.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -209460.453125 Penalty: 759.867676
	Iteration 28Q: 3 clusters Score -209460.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -209461.765625 Penalty: 759.867676
	Iteration 29Q: 3 clusters Score -209461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -209462.406250 Penalty: 759.867676
	Iteration 30Q: 3 clusters Score -209462.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -209464.859375 Penalty: 759.867676
	Iteration 31Q: 3 clusters Score -209464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -209466.468750 Penalty: 759.867676
	Iteration 32Q: 3 clusters Score -209466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -209466.937500 Penalty: 759.867676
	Iteration 33Q: 3 clusters Score -209466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -209467.046875 Penalty: 759.867676
	Iteration 34Q: 3 clusters Score -209467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -209467.421875 Penalty: 759.867676
	Iteration 35Q: 3 clusters Score -209467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -209467.421875 Penalty: 759.867676
	Iteration 36F: 3 clusters Score -209467.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (230098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230098 members 
Entering Unmasked Estep 
Score: -11397178.000000 Penalty: 561.754883
	Iteration 0F: 2 clusters Score -1.139718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115420 members 
Mstep: Class 2 contains 114678 members 
Entering Unmasked Estep 
Score: -11266509.000000 Penalty: 1123.509766
	Iteration 0F: 3 clusters Score -1.126651e+07 nChanged 113318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 103342 members 
Entering Unmasked Estep 
Score: -11342117.000000 Penalty: 1123.509766
	Iteration 1F: 3 clusters Score -1.134212e+07 nChanged 15643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131633 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -11353457.000000 Penalty: 1123.509766
	Iteration 2F: 3 clusters Score -1.135346e+07 nChanged 19875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136652 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -11371442.000000 Penalty: 1123.509766
	Iteration 3F: 3 clusters Score -1.137144e+07 nChanged 20661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139343 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -11388287.000000 Penalty: 1123.509766
	Iteration 4F: 3 clusters Score -1.138829e+07 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138267 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -11395022.000000 Penalty: 1123.509766
	Iteration 5F: 3 clusters Score -1.139502e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135257 members 
Mstep: Class 2 contains 94841 members 
Entering Unmasked Estep 
Score: -11397847.000000 Penalty: 1123.509766
	Iteration 6Q: 3 clusters Score -1.139785e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 98864 members 
Entering Unmasked Estep 
Score: -11400340.000000 Penalty: 1123.509766
	Iteration 7Q: 3 clusters Score -1.140034e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126442 members 
Mstep: Class 2 contains 103656 members 
Entering Unmasked Estep 
Score: -11402573.000000 Penalty: 1123.509766
	Iteration 8Q: 3 clusters Score -1.140257e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120640 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -11404698.000000 Penalty: 1123.509766
	Iteration 9Q: 3 clusters Score -1.14047e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113936 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -11406310.000000 Penalty: 1123.509766
	Iteration 10Q: 3 clusters Score -1.140631e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106643 members 
Mstep: Class 2 contains 123455 members 
Entering Unmasked Estep 
Score: -11407684.000000 Penalty: 1123.509766
	Iteration 11Q: 3 clusters Score -1.140768e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99172 members 
Mstep: Class 2 contains 130926 members 
Entering Unmasked Estep 
Score: -11408762.000000 Penalty: 1123.509766
	Iteration 12Q: 3 clusters Score -1.140876e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 137813 members 
Entering Unmasked Estep 
Score: -11408965.000000 Penalty: 1123.509766
	Iteration 13Q: 3 clusters Score -1.140896e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 143632 members 
Entering Unmasked Estep 
Score: -11408676.000000 Penalty: 1123.509766
	Iteration 14Q: 3 clusters Score -1.140868e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 148501 members 
Entering Unmasked Estep 
Score: -11408110.000000 Penalty: 1123.509766
	Iteration 15Q: 3 clusters Score -1.140811e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 152174 members 
Entering Unmasked Estep 
Score: -11407519.000000 Penalty: 1123.509766
	Iteration 16Q: 3 clusters Score -1.140752e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 155385 members 
Entering Unmasked Estep 
Score: -11407050.000000 Penalty: 1123.509766
	Iteration 17Q: 3 clusters Score -1.140705e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 158720 members 
Entering Unmasked Estep 
Score: -11406607.000000 Penalty: 1123.509766
	Iteration 18Q: 3 clusters Score -1.140661e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 162076 members 
Entering Unmasked Estep 
Score: -11407041.000000 Penalty: 1123.509766
	Iteration 19Q: 3 clusters Score -1.140704e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 165022 members 
Entering Unmasked Estep 
Score: -11408506.000000 Penalty: 1123.509766
	Iteration 20F: 3 clusters Score -1.140851e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 167633 members 
Entering Unmasked Estep 
Score: -11409397.000000 Penalty: 1123.509766
	Iteration 21Q: 3 clusters Score -1.14094e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 169713 members 
Entering Unmasked Estep 
Score: -11410091.000000 Penalty: 1123.509766
	Iteration 22Q: 3 clusters Score -1.141009e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 171384 members 
Entering Unmasked Estep 
Score: -11410588.000000 Penalty: 1123.509766
	Iteration 23Q: 3 clusters Score -1.141059e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 172837 members 
Entering Unmasked Estep 
Score: -11410961.000000 Penalty: 1123.509766
	Iteration 24Q: 3 clusters Score -1.141096e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 174154 members 
Entering Unmasked Estep 
Score: -11411260.000000 Penalty: 1123.509766
	Iteration 25Q: 3 clusters Score -1.141126e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 175318 members 
Entering Unmasked Estep 
Score: -11411490.000000 Penalty: 1123.509766
	Iteration 26Q: 3 clusters Score -1.141149e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 176457 members 
Entering Unmasked Estep 
Score: -11411630.000000 Penalty: 1123.509766
	Iteration 27Q: 3 clusters Score -1.141163e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 177316 members 
Entering Unmasked Estep 
Score: -11411744.000000 Penalty: 1123.509766
	Iteration 28Q: 3 clusters Score -1.141174e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 178069 members 
Entering Unmasked Estep 
Score: -11411792.000000 Penalty: 1123.509766
	Iteration 29Q: 3 clusters Score -1.141179e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -11411902.000000 Penalty: 1123.509766
	Iteration 30Q: 3 clusters Score -1.14119e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 179376 members 
Entering Unmasked Estep 
Score: -11411900.000000 Penalty: 1123.509766
	Iteration 31Q: 3 clusters Score -1.14119e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 179928 members 
Entering Unmasked Estep 
Score: -11411933.000000 Penalty: 1123.509766
	Iteration 32Q: 3 clusters Score -1.141193e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 180440 members 
Entering Unmasked Estep 
Score: -11411949.000000 Penalty: 1123.509766
	Iteration 33Q: 3 clusters Score -1.141195e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 180885 members 
Entering Unmasked Estep 
Score: -11411930.000000 Penalty: 1123.509766
	Iteration 34Q: 3 clusters Score -1.141193e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 181240 members 
Entering Unmasked Estep 
Score: -11411927.000000 Penalty: 1123.509766
	Iteration 35Q: 3 clusters Score -1.141193e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 181588 members 
Entering Unmasked Estep 
Score: -11411886.000000 Penalty: 1123.509766
	Iteration 36Q: 3 clusters Score -1.141189e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 181925 members 
Entering Unmasked Estep 
Score: -11411891.000000 Penalty: 1123.509766
	Iteration 37Q: 3 clusters Score -1.141189e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 182199 members 
Entering Unmasked Estep 
Score: -11411850.000000 Penalty: 1123.509766
	Iteration 38Q: 3 clusters Score -1.141185e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 182460 members 
Entering Unmasked Estep 
Score: -11411802.000000 Penalty: 1123.509766
	Iteration 39Q: 3 clusters Score -1.14118e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 182661 members 
Entering Unmasked Estep 
Score: -11411808.000000 Penalty: 1123.509766
	Iteration 40F: 3 clusters Score -1.141181e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 182853 members 
Entering Unmasked Estep 
Score: -11411805.000000 Penalty: 1123.509766
	Iteration 41Q: 3 clusters Score -1.14118e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 183004 members 
Entering Unmasked Estep 
Score: -11411784.000000 Penalty: 1123.509766
	Iteration 42Q: 3 clusters Score -1.141178e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 183126 members 
Entering Unmasked Estep 
Score: -11411776.000000 Penalty: 1123.509766
	Iteration 43Q: 3 clusters Score -1.141178e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 183235 members 
Entering Unmasked Estep 
Score: -11411773.000000 Penalty: 1123.509766
	Iteration 44Q: 3 clusters Score -1.141177e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 183376 members 
Entering Unmasked Estep 
Score: -11411760.000000 Penalty: 1123.509766
	Iteration 45Q: 3 clusters Score -1.141176e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 183490 members 
Entering Unmasked Estep 
Score: -11411750.000000 Penalty: 1123.509766
	Iteration 46Q: 3 clusters Score -1.141175e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 183591 members 
Entering Unmasked Estep 
Score: -11411762.000000 Penalty: 1123.509766
	Iteration 47Q: 3 clusters Score -1.141176e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 183699 members 
Entering Unmasked Estep 
Score: -11411770.000000 Penalty: 1123.509766
	Iteration 48Q: 3 clusters Score -1.141177e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 183736 members 
Entering Unmasked Estep 
Score: -11411768.000000 Penalty: 1123.509766
	Iteration 49Q: 3 clusters Score -1.141177e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 183834 members 
Entering Unmasked Estep 
Score: -11411755.000000 Penalty: 1123.509766
	Iteration 50Q: 3 clusters Score -1.141176e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 183925 members 
Entering Unmasked Estep 
Score: -11411752.000000 Penalty: 1123.509766
	Iteration 51Q: 3 clusters Score -1.141175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 183934 members 
Entering Unmasked Estep 
Score: -11411756.000000 Penalty: 1123.509766
	Iteration 52Q: 3 clusters Score -1.141176e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 183960 members 
Entering Unmasked Estep 
Score: -11411765.000000 Penalty: 1123.509766
	Iteration 53Q: 3 clusters Score -1.141176e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 183986 members 
Entering Unmasked Estep 
Score: -11411771.000000 Penalty: 1123.509766
	Iteration 54Q: 3 clusters Score -1.141177e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 184067 members 
Entering Unmasked Estep 
Score: -11411771.000000 Penalty: 1123.509766
	Iteration 55Q: 3 clusters Score -1.141177e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 184121 members 
Entering Unmasked Estep 
Score: -11411759.000000 Penalty: 1123.509766
	Iteration 56Q: 3 clusters Score -1.141176e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 184225 members 
Entering Unmasked Estep 
Score: -11411766.000000 Penalty: 1123.509766
	Iteration 57Q: 3 clusters Score -1.141177e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 184307 members 
Entering Unmasked Estep 
Score: -11411739.000000 Penalty: 1123.509766
	Iteration 58Q: 3 clusters Score -1.141174e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 184387 members 
Entering Unmasked Estep 
Score: -11411734.000000 Penalty: 1123.509766
	Iteration 59Q: 3 clusters Score -1.141173e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 184444 members 
Entering Unmasked Estep 
Score: -11411726.000000 Penalty: 1123.509766
	Iteration 60F: 3 clusters Score -1.141173e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 184484 members 
Entering Unmasked Estep 
Score: -11411724.000000 Penalty: 1123.509766
	Iteration 61Q: 3 clusters Score -1.141172e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 184533 members 
Entering Unmasked Estep 
Score: -11411717.000000 Penalty: 1123.509766
	Iteration 62Q: 3 clusters Score -1.141172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 184550 members 
Entering Unmasked Estep 
Score: -11411712.000000 Penalty: 1123.509766
	Iteration 63Q: 3 clusters Score -1.141171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 184546 members 
Entering Unmasked Estep 
Score: -11411718.000000 Penalty: 1123.509766
	Iteration 64Q: 3 clusters Score -1.141172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 184550 members 
Entering Unmasked Estep 
Score: -11411709.000000 Penalty: 1123.509766
	Iteration 65Q: 3 clusters Score -1.141171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 184547 members 
Entering Unmasked Estep 
Score: -11411708.000000 Penalty: 1123.509766
	Iteration 66Q: 3 clusters Score -1.141171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 184544 members 
Entering Unmasked Estep 
Score: -11411694.000000 Penalty: 1123.509766
	Iteration 67Q: 3 clusters Score -1.141169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 184524 members 
Entering Unmasked Estep 
Score: -11411704.000000 Penalty: 1123.509766
	Iteration 68Q: 3 clusters Score -1.14117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 184527 members 
Entering Unmasked Estep 
Score: -11411696.000000 Penalty: 1123.509766
	Iteration 69Q: 3 clusters Score -1.14117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 184541 members 
Entering Unmasked Estep 
Score: -11411699.000000 Penalty: 1123.509766
	Iteration 70Q: 3 clusters Score -1.14117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 184560 members 
Entering Unmasked Estep 
Score: -11411689.000000 Penalty: 1123.509766
	Iteration 71Q: 3 clusters Score -1.141169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 184585 members 
Entering Unmasked Estep 
Score: -11411701.000000 Penalty: 1123.509766
	Iteration 72Q: 3 clusters Score -1.14117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 184585 members 
Entering Unmasked Estep 
Score: -11411700.000000 Penalty: 1123.509766
	Iteration 73Q: 3 clusters Score -1.14117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 184568 members 
Entering Unmasked Estep 
Score: -11411685.000000 Penalty: 1123.509766
	Iteration 74Q: 3 clusters Score -1.141168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 184559 members 
Entering Unmasked Estep 
Score: -11411690.000000 Penalty: 1123.509766
	Iteration 75Q: 3 clusters Score -1.141169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 184559 members 
Entering Unmasked Estep 
Score: -11411690.000000 Penalty: 1123.509766
	Iteration 76F: 3 clusters Score -1.141169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95589 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 216635 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 56672 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 35945 members 
Mstep: Class 19 contains 68311 members 
Mstep: Class 20 contains 133 members 
Mstep: Class 21 contains 93627 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 45539 members 
Mstep: Class 25 contains 19274 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85655 members 
Mstep: Class 29 contains 30636 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 9284 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114982 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 5116 members 
Mstep: Class 40 contains 184726 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 67343 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4325 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8977 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 104663 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4012 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 61786 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 269 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42316 members 
Mstep: Class 65 contains 148877 members 
Mstep: Class 66 contains 117936 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6535 members 
Mstep: Class 75 contains 17975 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 183 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 216 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 83 contains 157 members 
Mstep: Class 84 contains 184559 members 
Entering Unmasked Estep 
Score: -90718056.000000 Penalty: 55385.867188
Splitting cluster 24 changes total score from -90707232.000000 to -90718056.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 25 (19274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Entering Unmasked Estep 
Score: -909238.312500 Penalty: 448.926300
	Iteration 0F: 2 clusters Score -909238.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -896404.375000 Penalty: 897.852600
	Iteration 0F: 3 clusters Score -896404.4 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -901694.750000 Penalty: 897.852600
	Iteration 1F: 3 clusters Score -901694.8 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -902080.812500 Penalty: 897.852600
	Iteration 2Q: 3 clusters Score -902080.8 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -902537.562500 Penalty: 897.852600
	Iteration 3Q: 3 clusters Score -902537.6 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -903174.375000 Penalty: 897.852600
	Iteration 4F: 3 clusters Score -903174.4 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -903965.500000 Penalty: 897.852600
	Iteration 5F: 3 clusters Score -903965.5 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -904896.437500 Penalty: 897.852600
	Iteration 6F: 3 clusters Score -904896.4 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -905873.250000 Penalty: 897.852600
	Iteration 7F: 3 clusters Score -905873.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -906630.875000 Penalty: 897.852600
	Iteration 8Q: 3 clusters Score -906630.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -907136.000000 Penalty: 897.852600
	Iteration 9Q: 3 clusters Score -907136 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -907488.125000 Penalty: 897.852600
	Iteration 10Q: 3 clusters Score -907488.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -907725.625000 Penalty: 897.852600
	Iteration 11Q: 3 clusters Score -907725.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -907911.875000 Penalty: 897.852600
	Iteration 12Q: 3 clusters Score -907911.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -908063.750000 Penalty: 897.852600
	Iteration 13Q: 3 clusters Score -908063.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -908197.125000 Penalty: 897.852600
	Iteration 14Q: 3 clusters Score -908197.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -908325.625000 Penalty: 897.852600
	Iteration 15Q: 3 clusters Score -908325.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -908419.125000 Penalty: 897.852600
	Iteration 16Q: 3 clusters Score -908419.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -908494.750000 Penalty: 897.852600
	Iteration 17Q: 3 clusters Score -908494.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -908575.187500 Penalty: 897.852600
	Iteration 18Q: 3 clusters Score -908575.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -908641.437500 Penalty: 897.852600
	Iteration 19Q: 3 clusters Score -908641.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -908705.437500 Penalty: 897.852600
	Iteration 20F: 3 clusters Score -908705.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -908749.750000 Penalty: 897.852600
	Iteration 21Q: 3 clusters Score -908749.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -908777.937500 Penalty: 897.852600
	Iteration 22Q: 3 clusters Score -908777.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -908812.000000 Penalty: 897.852600
	Iteration 23Q: 3 clusters Score -908812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -908835.187500 Penalty: 897.852600
	Iteration 24Q: 3 clusters Score -908835.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -908856.625000 Penalty: 897.852600
	Iteration 25Q: 3 clusters Score -908856.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -908873.562500 Penalty: 897.852600
	Iteration 26Q: 3 clusters Score -908873.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -908885.312500 Penalty: 897.852600
	Iteration 27Q: 3 clusters Score -908885.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -908893.937500 Penalty: 897.852600
	Iteration 28Q: 3 clusters Score -908893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -908895.125000 Penalty: 897.852600
	Iteration 29Q: 3 clusters Score -908895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -908895.750000 Penalty: 897.852600
	Iteration 30Q: 3 clusters Score -908895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -908898.187500 Penalty: 897.852600
	Iteration 31Q: 3 clusters Score -908898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -908901.937500 Penalty: 897.852600
	Iteration 32Q: 3 clusters Score -908901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -908904.750000 Penalty: 897.852600
	Iteration 33Q: 3 clusters Score -908904.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -908906.125000 Penalty: 897.852600
	Iteration 34Q: 3 clusters Score -908906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -908908.812500 Penalty: 897.852600
	Iteration 35Q: 3 clusters Score -908908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -908909.250000 Penalty: 897.852600
	Iteration 36Q: 3 clusters Score -908909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -908910.125000 Penalty: 897.852600
	Iteration 37Q: 3 clusters Score -908910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -908914.187500 Penalty: 897.852600
	Iteration 38Q: 3 clusters Score -908914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -908914.250000 Penalty: 897.852600
	Iteration 39Q: 3 clusters Score -908914.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -908914.250000 Penalty: 897.852600
	Iteration 40F: 3 clusters Score -908914.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Entering Unmasked Estep 
Score: -347710.656250 Penalty: 404.425903
	Iteration 0F: 2 clusters Score -347710.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -342802.062500 Penalty: 808.851807
	Iteration 0F: 3 clusters Score -342802.1 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -344884.750000 Penalty: 808.851807
	Iteration 1F: 3 clusters Score -344884.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -345172.593750 Penalty: 808.851807
	Iteration 2F: 3 clusters Score -345172.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -345565.625000 Penalty: 808.851807
	Iteration 3F: 3 clusters Score -345565.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -346058.968750 Penalty: 808.851807
	Iteration 4F: 3 clusters Score -346059 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -346535.031250 Penalty: 808.851807
	Iteration 5F: 3 clusters Score -346535 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -346822.968750 Penalty: 808.851807
	Iteration 6F: 3 clusters Score -346823 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -346970.250000 Penalty: 808.851807
	Iteration 7Q: 3 clusters Score -346970.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -347061.375000 Penalty: 808.851807
	Iteration 8Q: 3 clusters Score -347061.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -347114.312500 Penalty: 808.851807
	Iteration 9Q: 3 clusters Score -347114.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -347151.062500 Penalty: 808.851807
	Iteration 10Q: 3 clusters Score -347151.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -347188.281250 Penalty: 808.851807
	Iteration 11Q: 3 clusters Score -347188.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -347211.562500 Penalty: 808.851807
	Iteration 12Q: 3 clusters Score -347211.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -347229.343750 Penalty: 808.851807
	Iteration 13Q: 3 clusters Score -347229.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -347240.312500 Penalty: 808.851807
	Iteration 14Q: 3 clusters Score -347240.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -347253.281250 Penalty: 808.851807
	Iteration 15Q: 3 clusters Score -347253.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -347267.750000 Penalty: 808.851807
	Iteration 16Q: 3 clusters Score -347267.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -347282.281250 Penalty: 808.851807
	Iteration 17Q: 3 clusters Score -347282.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -347294.406250 Penalty: 808.851807
	Iteration 18Q: 3 clusters Score -347294.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -347303.562500 Penalty: 808.851807
	Iteration 19Q: 3 clusters Score -347303.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -347307.718750 Penalty: 808.851807
	Iteration 20F: 3 clusters Score -347307.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -347309.750000 Penalty: 808.851807
	Iteration 21Q: 3 clusters Score -347309.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -347311.468750 Penalty: 808.851807
	Iteration 22Q: 3 clusters Score -347311.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -347314.406250 Penalty: 808.851807
	Iteration 23Q: 3 clusters Score -347314.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -347316.906250 Penalty: 808.851807
	Iteration 24Q: 3 clusters Score -347316.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -347318.968750 Penalty: 808.851807
	Iteration 25Q: 3 clusters Score -347319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -347320.156250 Penalty: 808.851807
	Iteration 26Q: 3 clusters Score -347320.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -347321.593750 Penalty: 808.851807
	Iteration 27Q: 3 clusters Score -347321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -347321.718750 Penalty: 808.851807
	Iteration 28Q: 3 clusters Score -347321.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -347323.531250 Penalty: 808.851807
	Iteration 29Q: 3 clusters Score -347323.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -347325.156250 Penalty: 808.851807
	Iteration 30Q: 3 clusters Score -347325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -347326.312500 Penalty: 808.851807
	Iteration 31Q: 3 clusters Score -347326.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -347325.937500 Penalty: 808.851807
	Iteration 32Q: 3 clusters Score -347325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -347326.312500 Penalty: 808.851807
	Iteration 33Q: 3 clusters Score -347326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -347326.781250 Penalty: 808.851807
	Iteration 34Q: 3 clusters Score -347326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -347326.937500 Penalty: 808.851807
	Iteration 35Q: 3 clusters Score -347326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -347327.187500 Penalty: 808.851807
	Iteration 36Q: 3 clusters Score -347327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -347327.437500 Penalty: 808.851807
	Iteration 37Q: 3 clusters Score -347327.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -347328.312500 Penalty: 808.851807
	Iteration 38Q: 3 clusters Score -347328.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -347329.062500 Penalty: 808.851807
	Iteration 39Q: 3 clusters Score -347329.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -347329.843750 Penalty: 808.851807
	Iteration 40F: 3 clusters Score -347329.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -347331.343750 Penalty: 808.851807
	Iteration 41Q: 3 clusters Score -347331.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -347331.750000 Penalty: 808.851807
	Iteration 42Q: 3 clusters Score -347331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -347330.812500 Penalty: 808.851807
	Iteration 43Q: 3 clusters Score -347330.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -347331.406250 Penalty: 808.851807
	Iteration 44Q: 3 clusters Score -347331.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -347332.343750 Penalty: 808.851807
	Iteration 45Q: 3 clusters Score -347332.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -347332.437500 Penalty: 808.851807
	Iteration 46Q: 3 clusters Score -347332.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -347333.937500 Penalty: 808.851807
	Iteration 47Q: 3 clusters Score -347333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -347334.343750 Penalty: 808.851807
	Iteration 48Q: 3 clusters Score -347334.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -347335.968750 Penalty: 808.851807
	Iteration 49Q: 3 clusters Score -347336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -347336.781250 Penalty: 808.851807
	Iteration 50Q: 3 clusters Score -347336.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -347337.312500 Penalty: 808.851807
	Iteration 51Q: 3 clusters Score -347337.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -347338.125000 Penalty: 808.851807
	Iteration 52Q: 3 clusters Score -347338.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -347339.687500 Penalty: 808.851807
	Iteration 53Q: 3 clusters Score -347339.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -347340.218750 Penalty: 808.851807
	Iteration 54Q: 3 clusters Score -347340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -347340.062500 Penalty: 808.851807
	Iteration 55Q: 3 clusters Score -347340.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -347341.062500 Penalty: 808.851807
	Iteration 56Q: 3 clusters Score -347341.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -347341.062500 Penalty: 808.851807
	Iteration 57Q: 3 clusters Score -347341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -347341.093750 Penalty: 808.851807
	Iteration 58Q: 3 clusters Score -347341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -347341.656250 Penalty: 808.851807
	Iteration 59Q: 3 clusters Score -347341.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -347341.437500 Penalty: 808.851807
	Iteration 60F: 3 clusters Score -347341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -347342.468750 Penalty: 808.851807
	Iteration 61Q: 3 clusters Score -347342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -347342.625000 Penalty: 808.851807
	Iteration 62Q: 3 clusters Score -347342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -347342.687500 Penalty: 808.851807
	Iteration 63Q: 3 clusters Score -347342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -347343.125000 Penalty: 808.851807
	Iteration 64Q: 3 clusters Score -347343.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -347343.125000 Penalty: 808.851807
	Iteration 65F: 3 clusters Score -347343.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -25946.107422 Penalty: 281.378784
	Iteration 0F: 2 clusters Score -25946.11 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 234 members 
Entering Unmasked Estep 
Score: -25449.794922 Penalty: 562.757568
	Iteration 0F: 3 clusters Score -25449.79 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25610.296875 Penalty: 562.757568
	Iteration 1F: 3 clusters Score -25610.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25681.183594 Penalty: 562.757568
	Iteration 2F: 3 clusters Score -25681.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25719.607422 Penalty: 562.757568
	Iteration 3F: 3 clusters Score -25719.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25736.443359 Penalty: 562.757568
	Iteration 4Q: 3 clusters Score -25736.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25762.650391 Penalty: 562.757568
	Iteration 5Q: 3 clusters Score -25762.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25781.226562 Penalty: 562.757568
	Iteration 6Q: 3 clusters Score -25781.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25795.457031 Penalty: 562.757568
	Iteration 7Q: 3 clusters Score -25795.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25806.205078 Penalty: 562.757568
	Iteration 8Q: 3 clusters Score -25806.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25822.431641 Penalty: 562.757568
	Iteration 9Q: 3 clusters Score -25822.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25827.925781 Penalty: 562.757568
	Iteration 10Q: 3 clusters Score -25827.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25831.142578 Penalty: 562.757568
	Iteration 11Q: 3 clusters Score -25831.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25833.410156 Penalty: 562.757568
	Iteration 12Q: 3 clusters Score -25833.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25835.265625 Penalty: 562.757568
	Iteration 13Q: 3 clusters Score -25835.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25835.896484 Penalty: 562.757568
	Iteration 14Q: 3 clusters Score -25835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25836.111328 Penalty: 562.757568
	Iteration 15Q: 3 clusters Score -25836.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25836.111328 Penalty: 562.757568
	Iteration 16F: 3 clusters Score -25836.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (85655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Entering Unmasked Estep 
Score: -4207167.000000 Penalty: 516.792786
	Iteration 0F: 2 clusters Score -4207167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -4149599.750000 Penalty: 1033.585571
	Iteration 0F: 3 clusters Score -4149600 nChanged 41515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -4174807.250000 Penalty: 1033.585571
	Iteration 1F: 3 clusters Score -4174807 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -4175948.250000 Penalty: 1033.585571
	Iteration 2Q: 3 clusters Score -4175948 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -4177651.750000 Penalty: 1033.585571
	Iteration 3Q: 3 clusters Score -4177652 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -4180521.750000 Penalty: 1033.585571
	Iteration 4F: 3 clusters Score -4180522 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -4184651.250000 Penalty: 1033.585571
	Iteration 5F: 3 clusters Score -4184651 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -4188863.500000 Penalty: 1033.585571
	Iteration 6F: 3 clusters Score -4188864 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -4191106.000000 Penalty: 1033.585571
	Iteration 7F: 3 clusters Score -4191106 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -4191856.250000 Penalty: 1033.585571
	Iteration 8Q: 3 clusters Score -4191856 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -4192156.250000 Penalty: 1033.585571
	Iteration 9Q: 3 clusters Score -4192156 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -4192409.250000 Penalty: 1033.585571
	Iteration 10Q: 3 clusters Score -4192409 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -4192665.250000 Penalty: 1033.585571
	Iteration 11Q: 3 clusters Score -4192665 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -4192941.750000 Penalty: 1033.585571
	Iteration 12Q: 3 clusters Score -4192942 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -4193263.250000 Penalty: 1033.585571
	Iteration 13Q: 3 clusters Score -4193263 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -4193632.250000 Penalty: 1033.585571
	Iteration 14Q: 3 clusters Score -4193632 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -4194085.500000 Penalty: 1033.585571
	Iteration 15Q: 3 clusters Score -4194086 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -4194576.500000 Penalty: 1033.585571
	Iteration 16Q: 3 clusters Score -4194576 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -4195171.000000 Penalty: 1033.585571
	Iteration 17Q: 3 clusters Score -4195171 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -4195820.500000 Penalty: 1033.585571
	Iteration 18Q: 3 clusters Score -4195820 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -4196645.500000 Penalty: 1033.585571
	Iteration 19Q: 3 clusters Score -4196646 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -4197691.000000 Penalty: 1033.585571
	Iteration 20F: 3 clusters Score -4197691 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -4198836.500000 Penalty: 1033.585571
	Iteration 21Q: 3 clusters Score -4198836 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -4200054.000000 Penalty: 1033.585571
	Iteration 22Q: 3 clusters Score -4200054 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -4201222.000000 Penalty: 1033.585571
	Iteration 23Q: 3 clusters Score -4201222 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -4202370.000000 Penalty: 1033.585571
	Iteration 24Q: 3 clusters Score -4202370 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -4203523.000000 Penalty: 1033.585571
	Iteration 25Q: 3 clusters Score -4203523 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -4204644.500000 Penalty: 1033.585571
	Iteration 26Q: 3 clusters Score -4204644 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -4205427.000000 Penalty: 1033.585571
	Iteration 27Q: 3 clusters Score -4205427 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -4205875.000000 Penalty: 1033.585571
	Iteration 28Q: 3 clusters Score -4205875 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -4206090.500000 Penalty: 1033.585571
	Iteration 29Q: 3 clusters Score -4206090 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -4206192.000000 Penalty: 1033.585571
	Iteration 30Q: 3 clusters Score -4206192 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -4206236.500000 Penalty: 1033.585571
	Iteration 31Q: 3 clusters Score -4206236 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -4206248.500000 Penalty: 1033.585571
	Iteration 32Q: 3 clusters Score -4206248 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -4206268.000000 Penalty: 1033.585571
	Iteration 33Q: 3 clusters Score -4206268 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -4206288.500000 Penalty: 1033.585571
	Iteration 34Q: 3 clusters Score -4206288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -4206276.000000 Penalty: 1033.585571
	Iteration 35Q: 3 clusters Score -4206276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -4206278.500000 Penalty: 1033.585571
	Iteration 36Q: 3 clusters Score -4206278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -4206278.500000 Penalty: 1033.585571
	Iteration 37Q: 3 clusters Score -4206278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -4206275.000000 Penalty: 1033.585571
	Iteration 38Q: 3 clusters Score -4206275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -4206276.000000 Penalty: 1033.585571
	Iteration 39Q: 3 clusters Score -4206276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -4206418.500000 Penalty: 1033.585571
	Iteration 40F: 3 clusters Score -4206418 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -4206447.500000 Penalty: 1033.585571
	Iteration 41Q: 3 clusters Score -4206448 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -4206447.000000 Penalty: 1033.585571
	Iteration 42Q: 3 clusters Score -4206447 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -4206449.500000 Penalty: 1033.585571
	Iteration 43Q: 3 clusters Score -4206450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -4206449.500000 Penalty: 1033.585571
	Iteration 44Q: 3 clusters Score -4206450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -4206446.000000 Penalty: 1033.585571
	Iteration 45Q: 3 clusters Score -4206446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -4206446.000000 Penalty: 1033.585571
	Iteration 46Q: 3 clusters Score -4206446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -4206446.500000 Penalty: 1033.585571
	Iteration 47Q: 3 clusters Score -4206446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -4206452.500000 Penalty: 1033.585571
	Iteration 48Q: 3 clusters Score -4206452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -4206444.000000 Penalty: 1033.585571
	Iteration 49Q: 3 clusters Score -4206444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -4206446.500000 Penalty: 1033.585571
	Iteration 50Q: 3 clusters Score -4206446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -4206437.000000 Penalty: 1033.585571
	Iteration 51Q: 3 clusters Score -4206437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -4206453.000000 Penalty: 1033.585571
	Iteration 52Q: 3 clusters Score -4206453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -4206446.500000 Penalty: 1033.585571
	Iteration 53Q: 3 clusters Score -4206446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -4206450.000000 Penalty: 1033.585571
	Iteration 54Q: 3 clusters Score -4206450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -4206457.000000 Penalty: 1033.585571
	Iteration 55Q: 3 clusters Score -4206457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -4206453.500000 Penalty: 1033.585571
	Iteration 56Q: 3 clusters Score -4206454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -4206451.000000 Penalty: 1033.585571
	Iteration 57Q: 3 clusters Score -4206451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -4206448.500000 Penalty: 1033.585571
	Iteration 58Q: 3 clusters Score -4206448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -4206451.000000 Penalty: 1033.585571
	Iteration 59Q: 3 clusters Score -4206451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -4206449.000000 Penalty: 1033.585571
	Iteration 60F: 3 clusters Score -4206449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -4206446.500000 Penalty: 1033.585571
	Iteration 61Q: 3 clusters Score -4206446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -4206448.500000 Penalty: 1033.585571
	Iteration 62Q: 3 clusters Score -4206448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -4206445.000000 Penalty: 1033.585571
	Iteration 63Q: 3 clusters Score -4206445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -4206450.500000 Penalty: 1033.585571
	Iteration 64Q: 3 clusters Score -4206450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -4206455.000000 Penalty: 1033.585571
	Iteration 65Q: 3 clusters Score -4206455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -4206448.000000 Penalty: 1033.585571
	Iteration 66Q: 3 clusters Score -4206448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -4206448.000000 Penalty: 1033.585571
	Iteration 67Q: 3 clusters Score -4206448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -4206452.500000 Penalty: 1033.585571
	Iteration 68Q: 3 clusters Score -4206452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -4206452.500000 Penalty: 1033.585571
	Iteration 69Q: 3 clusters Score -4206452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -4206452.500000 Penalty: 1033.585571
	Iteration 70Q: 3 clusters Score -4206452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -4206455.500000 Penalty: 1033.585571
	Iteration 71Q: 3 clusters Score -4206456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -4206451.000000 Penalty: 1033.585571
	Iteration 72Q: 3 clusters Score -4206451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -4206451.000000 Penalty: 1033.585571
	Iteration 73Q: 3 clusters Score -4206451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -4206453.000000 Penalty: 1033.585571
	Iteration 74Q: 3 clusters Score -4206453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -4206446.000000 Penalty: 1033.585571
	Iteration 75Q: 3 clusters Score -4206446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -4206443.000000 Penalty: 1033.585571
	Iteration 76Q: 3 clusters Score -4206443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -4206442.000000 Penalty: 1033.585571
	Iteration 77Q: 3 clusters Score -4206442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -4206441.500000 Penalty: 1033.585571
	Iteration 78Q: 3 clusters Score -4206442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -4206441.000000 Penalty: 1033.585571
	Iteration 79Q: 3 clusters Score -4206441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -4206441.000000 Penalty: 1033.585571
	Iteration 80F: 3 clusters Score -4206441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (30636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Entering Unmasked Estep 
Score: -1558058.500000 Penalty: 470.011871
	Iteration 0F: 2 clusters Score -1558058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1537589.000000 Penalty: 940.023743
	Iteration 0F: 3 clusters Score -1537589 nChanged 14706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1545775.250000 Penalty: 940.023743
	Iteration 1F: 3 clusters Score -1545775 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1546002.750000 Penalty: 940.023743
	Iteration 2Q: 3 clusters Score -1546003 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1546284.250000 Penalty: 940.023743
	Iteration 3Q: 3 clusters Score -1546284 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1546781.375000 Penalty: 940.023743
	Iteration 4Q: 3 clusters Score -1546781 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -1547670.875000 Penalty: 940.023743
	Iteration 5F: 3 clusters Score -1547671 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -1549291.125000 Penalty: 940.023743
	Iteration 6F: 3 clusters Score -1549291 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -1551741.000000 Penalty: 940.023743
	Iteration 7F: 3 clusters Score -1551741 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -1554498.000000 Penalty: 940.023743
	Iteration 8F: 3 clusters Score -1554498 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -1556466.125000 Penalty: 940.023743
	Iteration 9F: 3 clusters Score -1556466 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -1557321.500000 Penalty: 940.023743
	Iteration 10Q: 3 clusters Score -1557322 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -1557550.625000 Penalty: 940.023743
	Iteration 11Q: 3 clusters Score -1557551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -1557606.250000 Penalty: 940.023743
	Iteration 12Q: 3 clusters Score -1557606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -1557628.125000 Penalty: 940.023743
	Iteration 13Q: 3 clusters Score -1557628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -1557638.750000 Penalty: 940.023743
	Iteration 14Q: 3 clusters Score -1557639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -1557647.750000 Penalty: 940.023743
	Iteration 15Q: 3 clusters Score -1557648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -1557648.875000 Penalty: 940.023743
	Iteration 16Q: 3 clusters Score -1557649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -1557648.875000 Penalty: 940.023743
	Iteration 17F: 3 clusters Score -1557649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -15131.140625 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -15131.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14700.016602 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -14700.02 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14821.638672 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -14821.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14854.657227 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -14854.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14875.374023 Penalty: 550.310913
	Iteration 3Q: 3 clusters Score -14875.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14886.523438 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -14886.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14896.586914 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -14896.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14918.406250 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -14918.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14943.327148 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -14943.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14968.067383 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -14968.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14978.636719 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -14978.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14987.737305 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -14987.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14998.668945 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -14998.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15010.437500 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -15010.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15020.447266 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -15020.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15030.944336 Penalty: 550.310913
	Iteration 14Q: 3 clusters Score -15030.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15036.734375 Penalty: 550.310913
	Iteration 15Q: 3 clusters Score -15036.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15038.009766 Penalty: 550.310913
	Iteration 16Q: 3 clusters Score -15038.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15039.114258 Penalty: 550.310913
	Iteration 17Q: 3 clusters Score -15039.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15039.583984 Penalty: 550.310913
	Iteration 18Q: 3 clusters Score -15039.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15039.583984 Penalty: 550.310913
	Iteration 19F: 3 clusters Score -15039.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -101315.117188 Penalty: 355.241699
	Iteration 0F: 2 clusters Score -101315.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -99533.789062 Penalty: 710.483398
	Iteration 0F: 3 clusters Score -99533.79 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -100169.328125 Penalty: 710.483398
	Iteration 1F: 3 clusters Score -100169.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -100298.351562 Penalty: 710.483398
	Iteration 2F: 3 clusters Score -100298.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -100397.929688 Penalty: 710.483398
	Iteration 3F: 3 clusters Score -100397.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -100474.664062 Penalty: 710.483398
	Iteration 4F: 3 clusters Score -100474.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -100546.039062 Penalty: 710.483398
	Iteration 5Q: 3 clusters Score -100546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -100614.796875 Penalty: 710.483398
	Iteration 6Q: 3 clusters Score -100614.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -100658.210938 Penalty: 710.483398
	Iteration 7Q: 3 clusters Score -100658.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -100695.523438 Penalty: 710.483398
	Iteration 8Q: 3 clusters Score -100695.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -100725.617188 Penalty: 710.483398
	Iteration 9Q: 3 clusters Score -100725.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -100751.023438 Penalty: 710.483398
	Iteration 10Q: 3 clusters Score -100751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -100768.625000 Penalty: 710.483398
	Iteration 11Q: 3 clusters Score -100768.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -100785.257812 Penalty: 710.483398
	Iteration 12Q: 3 clusters Score -100785.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -100812.367188 Penalty: 710.483398
	Iteration 13Q: 3 clusters Score -100812.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -100856.531250 Penalty: 710.483398
	Iteration 14Q: 3 clusters Score -100856.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -100897.820312 Penalty: 710.483398
	Iteration 15Q: 3 clusters Score -100897.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -100936.632812 Penalty: 710.483398
	Iteration 16Q: 3 clusters Score -100936.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -100971.875000 Penalty: 710.483398
	Iteration 17Q: 3 clusters Score -100971.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -101000.164062 Penalty: 710.483398
	Iteration 18Q: 3 clusters Score -101000.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -101023.085938 Penalty: 710.483398
	Iteration 19Q: 3 clusters Score -101023.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -101048.484375 Penalty: 710.483398
	Iteration 20F: 3 clusters Score -101048.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -101071.937500 Penalty: 710.483398
	Iteration 21Q: 3 clusters Score -101071.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -101090.734375 Penalty: 710.483398
	Iteration 22Q: 3 clusters Score -101090.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -101111.468750 Penalty: 710.483398
	Iteration 23Q: 3 clusters Score -101111.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -101127.226562 Penalty: 710.483398
	Iteration 24Q: 3 clusters Score -101127.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -101138.671875 Penalty: 710.483398
	Iteration 25Q: 3 clusters Score -101138.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -101148.015625 Penalty: 710.483398
	Iteration 26Q: 3 clusters Score -101148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -101153.851562 Penalty: 710.483398
	Iteration 27Q: 3 clusters Score -101153.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -101157.851562 Penalty: 710.483398
	Iteration 28Q: 3 clusters Score -101157.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -101161.140625 Penalty: 710.483398
	Iteration 29Q: 3 clusters Score -101161.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -101164.570312 Penalty: 710.483398
	Iteration 30Q: 3 clusters Score -101164.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -101167.710938 Penalty: 710.483398
	Iteration 31Q: 3 clusters Score -101167.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -101171.796875 Penalty: 710.483398
	Iteration 32Q: 3 clusters Score -101171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -101175.437500 Penalty: 710.483398
	Iteration 33Q: 3 clusters Score -101175.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -101179.726562 Penalty: 710.483398
	Iteration 34Q: 3 clusters Score -101179.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -101184.070312 Penalty: 710.483398
	Iteration 35Q: 3 clusters Score -101184.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -101190.062500 Penalty: 710.483398
	Iteration 36Q: 3 clusters Score -101190.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -101196.695312 Penalty: 710.483398
	Iteration 37Q: 3 clusters Score -101196.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -101202.367188 Penalty: 710.483398
	Iteration 38Q: 3 clusters Score -101202.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -101208.664062 Penalty: 710.483398
	Iteration 39Q: 3 clusters Score -101208.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -101212.992188 Penalty: 710.483398
	Iteration 40F: 3 clusters Score -101213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -101216.601562 Penalty: 710.483398
	Iteration 41Q: 3 clusters Score -101216.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -101223.296875 Penalty: 710.483398
	Iteration 42Q: 3 clusters Score -101223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -101226.781250 Penalty: 710.483398
	Iteration 43Q: 3 clusters Score -101226.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -101231.109375 Penalty: 710.483398
	Iteration 44Q: 3 clusters Score -101231.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -101233.609375 Penalty: 710.483398
	Iteration 45Q: 3 clusters Score -101233.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -101235.242188 Penalty: 710.483398
	Iteration 46Q: 3 clusters Score -101235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101235.445312 Penalty: 710.483398
	Iteration 47Q: 3 clusters Score -101235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101235.781250 Penalty: 710.483398
	Iteration 48Q: 3 clusters Score -101235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -101236.468750 Penalty: 710.483398
	Iteration 49Q: 3 clusters Score -101236.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101236.726562 Penalty: 710.483398
	Iteration 50Q: 3 clusters Score -101236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -101236.859375 Penalty: 710.483398
	Iteration 51Q: 3 clusters Score -101236.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -101236.859375 Penalty: 710.483398
	Iteration 52F: 3 clusters Score -101236.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Entering Unmasked Estep 
Score: -449137.218750 Penalty: 415.690155
	Iteration 0F: 2 clusters Score -449137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -442903.937500 Penalty: 831.380310
	Iteration 0F: 3 clusters Score -442903.9 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -445454.375000 Penalty: 831.380310
	Iteration 1F: 3 clusters Score -445454.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -445719.562500 Penalty: 831.380310
	Iteration 2F: 3 clusters Score -445719.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -446132.093750 Penalty: 831.380310
	Iteration 3F: 3 clusters Score -446132.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -446694.062500 Penalty: 831.380310
	Iteration 4F: 3 clusters Score -446694.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -447192.968750 Penalty: 831.380310
	Iteration 5F: 3 clusters Score -447193 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -447542.156250 Penalty: 831.380310
	Iteration 6F: 3 clusters Score -447542.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -447717.781250 Penalty: 831.380310
	Iteration 7Q: 3 clusters Score -447717.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -447784.593750 Penalty: 831.380310
	Iteration 8Q: 3 clusters Score -447784.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -447835.000000 Penalty: 831.380310
	Iteration 9Q: 3 clusters Score -447835 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -447873.750000 Penalty: 831.380310
	Iteration 10Q: 3 clusters Score -447873.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -447905.718750 Penalty: 831.380310
	Iteration 11Q: 3 clusters Score -447905.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -447937.187500 Penalty: 831.380310
	Iteration 12Q: 3 clusters Score -447937.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -447978.000000 Penalty: 831.380310
	Iteration 13Q: 3 clusters Score -447978 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -448014.062500 Penalty: 831.380310
	Iteration 14Q: 3 clusters Score -448014.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -448061.750000 Penalty: 831.380310
	Iteration 15Q: 3 clusters Score -448061.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -448119.593750 Penalty: 831.380310
	Iteration 16Q: 3 clusters Score -448119.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -448181.812500 Penalty: 831.380310
	Iteration 17Q: 3 clusters Score -448181.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -448252.906250 Penalty: 831.380310
	Iteration 18Q: 3 clusters Score -448252.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -448331.125000 Penalty: 831.380310
	Iteration 19Q: 3 clusters Score -448331.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -448412.468750 Penalty: 831.380310
	Iteration 20F: 3 clusters Score -448412.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -448513.656250 Penalty: 831.380310
	Iteration 21Q: 3 clusters Score -448513.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -448613.906250 Penalty: 831.380310
	Iteration 22Q: 3 clusters Score -448613.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -448699.843750 Penalty: 831.380310
	Iteration 23Q: 3 clusters Score -448699.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -448773.812500 Penalty: 831.380310
	Iteration 24Q: 3 clusters Score -448773.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -448828.500000 Penalty: 831.380310
	Iteration 25Q: 3 clusters Score -448828.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -448865.031250 Penalty: 831.380310
	Iteration 26Q: 3 clusters Score -448865 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -448895.187500 Penalty: 831.380310
	Iteration 27Q: 3 clusters Score -448895.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -448924.437500 Penalty: 831.380310
	Iteration 28Q: 3 clusters Score -448924.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -448948.718750 Penalty: 831.380310
	Iteration 29Q: 3 clusters Score -448948.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -448967.125000 Penalty: 831.380310
	Iteration 30Q: 3 clusters Score -448967.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -448980.312500 Penalty: 831.380310
	Iteration 31Q: 3 clusters Score -448980.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -448991.250000 Penalty: 831.380310
	Iteration 32Q: 3 clusters Score -448991.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -448997.875000 Penalty: 831.380310
	Iteration 33Q: 3 clusters Score -448997.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -449003.781250 Penalty: 831.380310
	Iteration 34Q: 3 clusters Score -449003.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -449008.812500 Penalty: 831.380310
	Iteration 35Q: 3 clusters Score -449008.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -449014.312500 Penalty: 831.380310
	Iteration 36Q: 3 clusters Score -449014.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -449019.562500 Penalty: 831.380310
	Iteration 37Q: 3 clusters Score -449019.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -449022.875000 Penalty: 831.380310
	Iteration 38Q: 3 clusters Score -449022.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -449026.031250 Penalty: 831.380310
	Iteration 39Q: 3 clusters Score -449026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -449030.031250 Penalty: 831.380310
	Iteration 40F: 3 clusters Score -449030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -449034.375000 Penalty: 831.380310
	Iteration 41Q: 3 clusters Score -449034.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -449035.312500 Penalty: 831.380310
	Iteration 42Q: 3 clusters Score -449035.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -449038.687500 Penalty: 831.380310
	Iteration 43Q: 3 clusters Score -449038.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -449041.781250 Penalty: 831.380310
	Iteration 44Q: 3 clusters Score -449041.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -449046.000000 Penalty: 831.380310
	Iteration 45Q: 3 clusters Score -449046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -449049.843750 Penalty: 831.380310
	Iteration 46Q: 3 clusters Score -449049.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -449056.718750 Penalty: 831.380310
	Iteration 47Q: 3 clusters Score -449056.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -449059.218750 Penalty: 831.380310
	Iteration 48Q: 3 clusters Score -449059.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -449064.812500 Penalty: 831.380310
	Iteration 49Q: 3 clusters Score -449064.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -449067.718750 Penalty: 831.380310
	Iteration 50Q: 3 clusters Score -449067.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -449072.187500 Penalty: 831.380310
	Iteration 51Q: 3 clusters Score -449072.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -449079.687500 Penalty: 831.380310
	Iteration 52Q: 3 clusters Score -449079.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -449087.031250 Penalty: 831.380310
	Iteration 53Q: 3 clusters Score -449087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -449091.750000 Penalty: 831.380310
	Iteration 54Q: 3 clusters Score -449091.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -449098.812500 Penalty: 831.380310
	Iteration 55Q: 3 clusters Score -449098.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -449105.625000 Penalty: 831.380310
	Iteration 56Q: 3 clusters Score -449105.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -449112.625000 Penalty: 831.380310
	Iteration 57Q: 3 clusters Score -449112.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -449121.937500 Penalty: 831.380310
	Iteration 58Q: 3 clusters Score -449121.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -449128.968750 Penalty: 831.380310
	Iteration 59Q: 3 clusters Score -449129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -449133.781250 Penalty: 831.380310
	Iteration 60F: 3 clusters Score -449133.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -449137.375000 Penalty: 831.380310
	Iteration 61Q: 3 clusters Score -449137.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -449140.187500 Penalty: 831.380310
	Iteration 62Q: 3 clusters Score -449140.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -449142.250000 Penalty: 831.380310
	Iteration 63Q: 3 clusters Score -449142.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -449144.812500 Penalty: 831.380310
	Iteration 64Q: 3 clusters Score -449144.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -449145.562500 Penalty: 831.380310
	Iteration 65Q: 3 clusters Score -449145.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -449145.812500 Penalty: 831.380310
	Iteration 66Q: 3 clusters Score -449145.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -449145.718750 Penalty: 831.380310
	Iteration 67Q: 3 clusters Score -449145.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -449146.437500 Penalty: 831.380310
	Iteration 68Q: 3 clusters Score -449146.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -449148.718750 Penalty: 831.380310
	Iteration 69Q: 3 clusters Score -449148.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -449151.187500 Penalty: 831.380310
	Iteration 70Q: 3 clusters Score -449151.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -449154.781250 Penalty: 831.380310
	Iteration 71Q: 3 clusters Score -449154.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -449160.937500 Penalty: 831.380310
	Iteration 72Q: 3 clusters Score -449160.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -449165.031250 Penalty: 831.380310
	Iteration 73Q: 3 clusters Score -449165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -449168.437500 Penalty: 831.380310
	Iteration 74Q: 3 clusters Score -449168.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -449172.281250 Penalty: 831.380310
	Iteration 75Q: 3 clusters Score -449172.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -449176.531250 Penalty: 831.380310
	Iteration 76Q: 3 clusters Score -449176.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -449180.000000 Penalty: 831.380310
	Iteration 77Q: 3 clusters Score -449180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -449181.968750 Penalty: 831.380310
	Iteration 78Q: 3 clusters Score -449182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -449184.625000 Penalty: 831.380310
	Iteration 79Q: 3 clusters Score -449184.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -449186.156250 Penalty: 831.380310
	Iteration 80F: 3 clusters Score -449186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -449186.406250 Penalty: 831.380310
	Iteration 81Q: 3 clusters Score -449186.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -449188.875000 Penalty: 831.380310
	Iteration 82Q: 3 clusters Score -449188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -449188.093750 Penalty: 831.380310
	Iteration 83Q: 3 clusters Score -449188.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -449189.812500 Penalty: 831.380310
	Iteration 84Q: 3 clusters Score -449189.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -449189.687500 Penalty: 831.380310
	Iteration 85Q: 3 clusters Score -449189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -449191.625000 Penalty: 831.380310
	Iteration 86Q: 3 clusters Score -449191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -449191.343750 Penalty: 831.380310
	Iteration 87Q: 3 clusters Score -449191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -449191.968750 Penalty: 831.380310
	Iteration 88Q: 3 clusters Score -449192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -449191.968750 Penalty: 831.380310
	Iteration 89F: 3 clusters Score -449192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95589 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 216635 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 56672 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 35945 members 
Mstep: Class 19 contains 68311 members 
Mstep: Class 20 contains 133 members 
Mstep: Class 21 contains 93627 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 45539 members 
Mstep: Class 25 contains 19274 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85655 members 
Mstep: Class 29 contains 30636 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 7985 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114982 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 5116 members 
Mstep: Class 40 contains 184726 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 67343 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4325 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8977 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 104663 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4012 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 61786 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 269 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42316 members 
Mstep: Class 65 contains 148877 members 
Mstep: Class 66 contains 117936 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6535 members 
Mstep: Class 75 contains 17975 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 183 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 216 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 83 contains 157 members 
Mstep: Class 84 contains 184559 members 
Mstep: Class 85 contains 1299 members 
Entering Unmasked Estep 
Score: -90718008.000000 Penalty: 56045.222656
Splitting cluster 32 changes total score from -90707232.000000 to -90718008.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 33 (3332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Entering Unmasked Estep 
Score: -166090.046875 Penalty: 369.065430
	Iteration 0F: 2 clusters Score -166090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -163806.265625 Penalty: 738.130859
	Iteration 0F: 3 clusters Score -163806.3 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -164598.125000 Penalty: 738.130859
	Iteration 1F: 3 clusters Score -164598.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -164761.218750 Penalty: 738.130859
	Iteration 2F: 3 clusters Score -164761.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -164982.125000 Penalty: 738.130859
	Iteration 3F: 3 clusters Score -164982.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -165228.625000 Penalty: 738.130859
	Iteration 4F: 3 clusters Score -165228.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -165457.031250 Penalty: 738.130859
	Iteration 5F: 3 clusters Score -165457 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -165642.859375 Penalty: 738.130859
	Iteration 6F: 3 clusters Score -165642.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -165782.781250 Penalty: 738.130859
	Iteration 7Q: 3 clusters Score -165782.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -165865.718750 Penalty: 738.130859
	Iteration 8Q: 3 clusters Score -165865.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -165891.265625 Penalty: 738.130859
	Iteration 9Q: 3 clusters Score -165891.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -165904.203125 Penalty: 738.130859
	Iteration 10Q: 3 clusters Score -165904.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -165910.906250 Penalty: 738.130859
	Iteration 11Q: 3 clusters Score -165910.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -165915.421875 Penalty: 738.130859
	Iteration 12Q: 3 clusters Score -165915.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -165918.718750 Penalty: 738.130859
	Iteration 13Q: 3 clusters Score -165918.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -165921.140625 Penalty: 738.130859
	Iteration 14Q: 3 clusters Score -165921.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -165921.968750 Penalty: 738.130859
	Iteration 15Q: 3 clusters Score -165922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -165922.687500 Penalty: 738.130859
	Iteration 16Q: 3 clusters Score -165922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -165923.562500 Penalty: 738.130859
	Iteration 17Q: 3 clusters Score -165923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -165925.328125 Penalty: 738.130859
	Iteration 18Q: 3 clusters Score -165925.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -165927.250000 Penalty: 738.130859
	Iteration 19Q: 3 clusters Score -165927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -165929.265625 Penalty: 738.130859
	Iteration 20F: 3 clusters Score -165929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -165930.421875 Penalty: 738.130859
	Iteration 21Q: 3 clusters Score -165930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -165931.781250 Penalty: 738.130859
	Iteration 22Q: 3 clusters Score -165931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -165933.000000 Penalty: 738.130859
	Iteration 23Q: 3 clusters Score -165933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -165934.937500 Penalty: 738.130859
	Iteration 24Q: 3 clusters Score -165934.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -165937.234375 Penalty: 738.130859
	Iteration 25Q: 3 clusters Score -165937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -165938.625000 Penalty: 738.130859
	Iteration 26Q: 3 clusters Score -165938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -165939.265625 Penalty: 738.130859
	Iteration 27Q: 3 clusters Score -165939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -165939.468750 Penalty: 738.130859
	Iteration 28Q: 3 clusters Score -165939.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -165939.468750 Penalty: 738.130859
	Iteration 29F: 3 clusters Score -165939.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -93596.898438 Penalty: 341.898590
	Iteration 0F: 2 clusters Score -93596.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -92287.703125 Penalty: 683.797180
	Iteration 0F: 3 clusters Score -92287.7 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -92788.976562 Penalty: 683.797180
	Iteration 1F: 3 clusters Score -92788.98 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -92890.953125 Penalty: 683.797180
	Iteration 2F: 3 clusters Score -92890.95 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -92973.523438 Penalty: 683.797180
	Iteration 3F: 3 clusters Score -92973.52 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -93046.812500 Penalty: 683.797180
	Iteration 4F: 3 clusters Score -93046.81 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -93098.132812 Penalty: 683.797180
	Iteration 5Q: 3 clusters Score -93098.13 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -93140.476562 Penalty: 683.797180
	Iteration 6Q: 3 clusters Score -93140.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -93164.351562 Penalty: 683.797180
	Iteration 7Q: 3 clusters Score -93164.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -93185.585938 Penalty: 683.797180
	Iteration 8Q: 3 clusters Score -93185.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -93201.921875 Penalty: 683.797180
	Iteration 9Q: 3 clusters Score -93201.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -93216.781250 Penalty: 683.797180
	Iteration 10Q: 3 clusters Score -93216.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -93234.046875 Penalty: 683.797180
	Iteration 11Q: 3 clusters Score -93234.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -93245.375000 Penalty: 683.797180
	Iteration 12Q: 3 clusters Score -93245.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -93252.507812 Penalty: 683.797180
	Iteration 13Q: 3 clusters Score -93252.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -93257.101562 Penalty: 683.797180
	Iteration 14Q: 3 clusters Score -93257.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -93258.601562 Penalty: 683.797180
	Iteration 15Q: 3 clusters Score -93258.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -93260.367188 Penalty: 683.797180
	Iteration 16Q: 3 clusters Score -93260.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -93261.429688 Penalty: 683.797180
	Iteration 17Q: 3 clusters Score -93261.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -93262.937500 Penalty: 683.797180
	Iteration 18Q: 3 clusters Score -93262.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -93264.015625 Penalty: 683.797180
	Iteration 19Q: 3 clusters Score -93264.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -93264.601562 Penalty: 683.797180
	Iteration 20F: 3 clusters Score -93264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -93265.531250 Penalty: 683.797180
	Iteration 21Q: 3 clusters Score -93265.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -93266.093750 Penalty: 683.797180
	Iteration 22Q: 3 clusters Score -93266.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -93266.031250 Penalty: 683.797180
	Iteration 23Q: 3 clusters Score -93266.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -93266.031250 Penalty: 683.797180
	Iteration 24F: 3 clusters Score -93266.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -180615.859375 Penalty: 377.208313
	Iteration 0F: 2 clusters Score -180615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -177875.781250 Penalty: 754.416626
	Iteration 0F: 3 clusters Score -177875.8 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -178889.515625 Penalty: 754.416626
	Iteration 1F: 3 clusters Score -178889.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -179074.375000 Penalty: 754.416626
	Iteration 2F: 3 clusters Score -179074.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -179283.609375 Penalty: 754.416626
	Iteration 3F: 3 clusters Score -179283.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -179518.968750 Penalty: 754.416626
	Iteration 4F: 3 clusters Score -179519 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -179719.937500 Penalty: 754.416626
	Iteration 5F: 3 clusters Score -179719.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -179894.781250 Penalty: 754.416626
	Iteration 6F: 3 clusters Score -179894.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -180047.984375 Penalty: 754.416626
	Iteration 7Q: 3 clusters Score -180048 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -180127.328125 Penalty: 754.416626
	Iteration 8Q: 3 clusters Score -180127.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -180193.703125 Penalty: 754.416626
	Iteration 9Q: 3 clusters Score -180193.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -180228.296875 Penalty: 754.416626
	Iteration 10Q: 3 clusters Score -180228.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -180242.968750 Penalty: 754.416626
	Iteration 11Q: 3 clusters Score -180243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -180255.515625 Penalty: 754.416626
	Iteration 12Q: 3 clusters Score -180255.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -180265.375000 Penalty: 754.416626
	Iteration 13Q: 3 clusters Score -180265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -180273.250000 Penalty: 754.416626
	Iteration 14Q: 3 clusters Score -180273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -180276.171875 Penalty: 754.416626
	Iteration 15Q: 3 clusters Score -180276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -180278.750000 Penalty: 754.416626
	Iteration 16Q: 3 clusters Score -180278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -180280.406250 Penalty: 754.416626
	Iteration 17Q: 3 clusters Score -180280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -180284.796875 Penalty: 754.416626
	Iteration 18Q: 3 clusters Score -180284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -180286.906250 Penalty: 754.416626
	Iteration 19Q: 3 clusters Score -180286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -180287.375000 Penalty: 754.416626
	Iteration 20F: 3 clusters Score -180287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -10770.334961 Penalty: 275.796265
	Iteration 0F: 2 clusters Score -10770.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10360.929688 Penalty: 551.592529
	Iteration 0F: 3 clusters Score -10360.93 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10503.642578 Penalty: 551.592529
	Iteration 1F: 3 clusters Score -10503.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10576.182617 Penalty: 551.592529
	Iteration 2F: 3 clusters Score -10576.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10649.845703 Penalty: 551.592529
	Iteration 3F: 3 clusters Score -10649.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10673.437500 Penalty: 551.592529
	Iteration 4Q: 3 clusters Score -10673.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10683.211914 Penalty: 551.592529
	Iteration 5Q: 3 clusters Score -10683.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10695.728516 Penalty: 551.592529
	Iteration 6Q: 3 clusters Score -10695.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10701.578125 Penalty: 551.592529
	Iteration 7Q: 3 clusters Score -10701.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10703.155273 Penalty: 551.592529
	Iteration 8Q: 3 clusters Score -10703.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10704.639648 Penalty: 551.592529
	Iteration 9Q: 3 clusters Score -10704.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10704.639648 Penalty: 551.592529
	Iteration 10F: 3 clusters Score -10704.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (114982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114982 members 
Entering Unmasked Estep 
Score: -5826865.500000 Penalty: 530.190125
	Iteration 0F: 2 clusters Score -5826866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -5750231.000000 Penalty: 1060.380249
	Iteration 0F: 3 clusters Score -5750231 nChanged 56416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -5786866.500000 Penalty: 1060.380249
	Iteration 1F: 3 clusters Score -5786866 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -5790154.000000 Penalty: 1060.380249
	Iteration 2F: 3 clusters Score -5790154 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5795578.000000 Penalty: 1060.380249
	Iteration 3F: 3 clusters Score -5795578 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -5802792.500000 Penalty: 1060.380249
	Iteration 4F: 3 clusters Score -5802792 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93109 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5809976.000000 Penalty: 1060.380249
	Iteration 5F: 3 clusters Score -5809976 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -5814803.500000 Penalty: 1060.380249
	Iteration 6Q: 3 clusters Score -5814804 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -5817495.500000 Penalty: 1060.380249
	Iteration 7Q: 3 clusters Score -5817496 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -5819068.500000 Penalty: 1060.380249
	Iteration 8Q: 3 clusters Score -5819068 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104999 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -5820157.500000 Penalty: 1060.380249
	Iteration 9Q: 3 clusters Score -5820158 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106638 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -5821179.000000 Penalty: 1060.380249
	Iteration 10Q: 3 clusters Score -5821179 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108139 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -5822065.500000 Penalty: 1060.380249
	Iteration 11Q: 3 clusters Score -5822066 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109410 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -5822825.000000 Penalty: 1060.380249
	Iteration 12Q: 3 clusters Score -5822825 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110499 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -5823458.000000 Penalty: 1060.380249
	Iteration 13Q: 3 clusters Score -5823458 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111421 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5824025.000000 Penalty: 1060.380249
	Iteration 14Q: 3 clusters Score -5824025 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112204 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5824572.500000 Penalty: 1060.380249
	Iteration 15Q: 3 clusters Score -5824572 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112840 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5824973.500000 Penalty: 1060.380249
	Iteration 16Q: 3 clusters Score -5824974 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113352 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5825281.500000 Penalty: 1060.380249
	Iteration 17Q: 3 clusters Score -5825282 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113770 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5825570.000000 Penalty: 1060.380249
	Iteration 18Q: 3 clusters Score -5825570 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114101 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5825806.000000 Penalty: 1060.380249
	Iteration 19Q: 3 clusters Score -5825806 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114342 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5825994.000000 Penalty: 1060.380249
	Iteration 20F: 3 clusters Score -5825994 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114494 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5826103.000000 Penalty: 1060.380249
	Iteration 21Q: 3 clusters Score -5826103 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114566 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5826184.000000 Penalty: 1060.380249
	Iteration 22Q: 3 clusters Score -5826184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114622 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5826241.000000 Penalty: 1060.380249
	Iteration 23Q: 3 clusters Score -5826241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114656 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5826279.500000 Penalty: 1060.380249
	Iteration 24Q: 3 clusters Score -5826280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114693 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5826313.000000 Penalty: 1060.380249
	Iteration 25Q: 3 clusters Score -5826313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114710 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5826341.500000 Penalty: 1060.380249
	Iteration 26Q: 3 clusters Score -5826342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114719 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5826349.500000 Penalty: 1060.380249
	Iteration 27Q: 3 clusters Score -5826350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5826351.000000 Penalty: 1060.380249
	Iteration 28Q: 3 clusters Score -5826351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114734 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5826357.000000 Penalty: 1060.380249
	Iteration 29Q: 3 clusters Score -5826357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114739 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5826362.500000 Penalty: 1060.380249
	Iteration 30Q: 3 clusters Score -5826362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114741 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5826364.500000 Penalty: 1060.380249
	Iteration 31Q: 3 clusters Score -5826364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114740 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5826364.000000 Penalty: 1060.380249
	Iteration 32Q: 3 clusters Score -5826364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114741 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5826362.000000 Penalty: 1060.380249
	Iteration 33Q: 3 clusters Score -5826362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114741 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5826364.500000 Penalty: 1060.380249
	Iteration 34Q: 3 clusters Score -5826364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114742 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5826361.500000 Penalty: 1060.380249
	Iteration 35Q: 3 clusters Score -5826362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5826370.500000 Penalty: 1060.380249
	Iteration 36Q: 3 clusters Score -5826370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5826370.500000 Penalty: 1060.380249
	Iteration 37F: 3 clusters Score -5826370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -65455.812500 Penalty: 328.659943
	Iteration 0F: 2 clusters Score -65455.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -64412.511719 Penalty: 657.319885
	Iteration 0F: 3 clusters Score -64412.51 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -64726.480469 Penalty: 657.319885
	Iteration 1F: 3 clusters Score -64726.48 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -64806.429688 Penalty: 657.319885
	Iteration 2F: 3 clusters Score -64806.43 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -64876.984375 Penalty: 657.319885
	Iteration 3F: 3 clusters Score -64876.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -64918.003906 Penalty: 657.319885
	Iteration 4Q: 3 clusters Score -64918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -64960.605469 Penalty: 657.319885
	Iteration 5Q: 3 clusters Score -64960.61 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -65002.605469 Penalty: 657.319885
	Iteration 6Q: 3 clusters Score -65002.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -65030.257812 Penalty: 657.319885
	Iteration 7Q: 3 clusters Score -65030.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -65050.980469 Penalty: 657.319885
	Iteration 8Q: 3 clusters Score -65050.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -65066.253906 Penalty: 657.319885
	Iteration 9Q: 3 clusters Score -65066.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -65082.230469 Penalty: 657.319885
	Iteration 10Q: 3 clusters Score -65082.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -65093.058594 Penalty: 657.319885
	Iteration 11Q: 3 clusters Score -65093.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -65101.066406 Penalty: 657.319885
	Iteration 12Q: 3 clusters Score -65101.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -65108.480469 Penalty: 657.319885
	Iteration 13Q: 3 clusters Score -65108.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -65117.125000 Penalty: 657.319885
	Iteration 14Q: 3 clusters Score -65117.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -65127.437500 Penalty: 657.319885
	Iteration 15Q: 3 clusters Score -65127.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -65136.687500 Penalty: 657.319885
	Iteration 16Q: 3 clusters Score -65136.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -65143.750000 Penalty: 657.319885
	Iteration 17Q: 3 clusters Score -65143.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -65148.910156 Penalty: 657.319885
	Iteration 18Q: 3 clusters Score -65148.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -65152.695312 Penalty: 657.319885
	Iteration 19Q: 3 clusters Score -65152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -65154.660156 Penalty: 657.319885
	Iteration 20F: 3 clusters Score -65154.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -65156.675781 Penalty: 657.319885
	Iteration 21Q: 3 clusters Score -65156.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -65158.046875 Penalty: 657.319885
	Iteration 22Q: 3 clusters Score -65158.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -65158.496094 Penalty: 657.319885
	Iteration 23Q: 3 clusters Score -65158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -65159.378906 Penalty: 657.319885
	Iteration 24Q: 3 clusters Score -65159.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -65159.933594 Penalty: 657.319885
	Iteration 25Q: 3 clusters Score -65159.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -65161.429688 Penalty: 657.319885
	Iteration 26Q: 3 clusters Score -65161.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -65162.976562 Penalty: 657.319885
	Iteration 27Q: 3 clusters Score -65162.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -65165.457031 Penalty: 657.319885
	Iteration 28Q: 3 clusters Score -65165.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -65168.031250 Penalty: 657.319885
	Iteration 29Q: 3 clusters Score -65168.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -65169.613281 Penalty: 657.319885
	Iteration 30Q: 3 clusters Score -65169.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -65170.125000 Penalty: 657.319885
	Iteration 31Q: 3 clusters Score -65170.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -65170.125000 Penalty: 657.319885
	Iteration 32F: 3 clusters Score -65170.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -269268.531250 Penalty: 388.575806
	Iteration 0F: 2 clusters Score -269268.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -265806.375000 Penalty: 777.151611
	Iteration 0F: 3 clusters Score -265806.4 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -267159.343750 Penalty: 777.151611
	Iteration 1F: 3 clusters Score -267159.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -267261.531250 Penalty: 777.151611
	Iteration 2F: 3 clusters Score -267261.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -267352.031250 Penalty: 777.151611
	Iteration 3Q: 3 clusters Score -267352 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -267469.625000 Penalty: 777.151611
	Iteration 4Q: 3 clusters Score -267469.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -267621.812500 Penalty: 777.151611
	Iteration 5Q: 3 clusters Score -267621.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -267817.312500 Penalty: 777.151611
	Iteration 6Q: 3 clusters Score -267817.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -268064.906250 Penalty: 777.151611
	Iteration 7F: 3 clusters Score -268064.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -268317.062500 Penalty: 777.151611
	Iteration 8Q: 3 clusters Score -268317.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -268457.656250 Penalty: 777.151611
	Iteration 9Q: 3 clusters Score -268457.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -268541.812500 Penalty: 777.151611
	Iteration 10Q: 3 clusters Score -268541.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -268587.937500 Penalty: 777.151611
	Iteration 11Q: 3 clusters Score -268587.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -268623.718750 Penalty: 777.151611
	Iteration 12Q: 3 clusters Score -268623.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -268652.968750 Penalty: 777.151611
	Iteration 13Q: 3 clusters Score -268653 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -268682.125000 Penalty: 777.151611
	Iteration 14Q: 3 clusters Score -268682.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -268703.375000 Penalty: 777.151611
	Iteration 15Q: 3 clusters Score -268703.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -268717.343750 Penalty: 777.151611
	Iteration 16Q: 3 clusters Score -268717.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -268733.000000 Penalty: 777.151611
	Iteration 17Q: 3 clusters Score -268733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -268745.593750 Penalty: 777.151611
	Iteration 18Q: 3 clusters Score -268745.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -268751.062500 Penalty: 777.151611
	Iteration 19Q: 3 clusters Score -268751.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -268756.468750 Penalty: 777.151611
	Iteration 20F: 3 clusters Score -268756.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -268764.937500 Penalty: 777.151611
	Iteration 21Q: 3 clusters Score -268764.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -268773.062500 Penalty: 777.151611
	Iteration 22Q: 3 clusters Score -268773.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -268782.562500 Penalty: 777.151611
	Iteration 23Q: 3 clusters Score -268782.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -268791.312500 Penalty: 777.151611
	Iteration 24Q: 3 clusters Score -268791.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -268801.156250 Penalty: 777.151611
	Iteration 25Q: 3 clusters Score -268801.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -268813.812500 Penalty: 777.151611
	Iteration 26Q: 3 clusters Score -268813.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -268824.406250 Penalty: 777.151611
	Iteration 27Q: 3 clusters Score -268824.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -268833.781250 Penalty: 777.151611
	Iteration 28Q: 3 clusters Score -268833.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -268842.531250 Penalty: 777.151611
	Iteration 29Q: 3 clusters Score -268842.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -268847.687500 Penalty: 777.151611
	Iteration 30Q: 3 clusters Score -268847.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -268850.875000 Penalty: 777.151611
	Iteration 31Q: 3 clusters Score -268850.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -268853.093750 Penalty: 777.151611
	Iteration 32Q: 3 clusters Score -268853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -268854.375000 Penalty: 777.151611
	Iteration 33Q: 3 clusters Score -268854.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -268856.062500 Penalty: 777.151611
	Iteration 34Q: 3 clusters Score -268856.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -268858.312500 Penalty: 777.151611
	Iteration 35Q: 3 clusters Score -268858.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -268860.062500 Penalty: 777.151611
	Iteration 36Q: 3 clusters Score -268860.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -268861.906250 Penalty: 777.151611
	Iteration 37Q: 3 clusters Score -268861.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -268864.312500 Penalty: 777.151611
	Iteration 38Q: 3 clusters Score -268864.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -268867.500000 Penalty: 777.151611
	Iteration 39Q: 3 clusters Score -268867.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -268871.500000 Penalty: 777.151611
	Iteration 40F: 3 clusters Score -268871.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -268875.750000 Penalty: 777.151611
	Iteration 41Q: 3 clusters Score -268875.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -268877.437500 Penalty: 777.151611
	Iteration 42Q: 3 clusters Score -268877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -268878.281250 Penalty: 777.151611
	Iteration 43Q: 3 clusters Score -268878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -268878.531250 Penalty: 777.151611
	Iteration 44Q: 3 clusters Score -268878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -268878.750000 Penalty: 777.151611
	Iteration 45Q: 3 clusters Score -268878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -268878.843750 Penalty: 777.151611
	Iteration 46Q: 3 clusters Score -268878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -268878.843750 Penalty: 777.151611
	Iteration 47F: 3 clusters Score -268878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (184726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184726 members 
Entering Unmasked Estep 
Score: -9186229.000000 Penalty: 551.761597
	Iteration 0F: 2 clusters Score -9186229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -9065802.000000 Penalty: 1103.523193
	Iteration 0F: 3 clusters Score -9065802 nChanged 90688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 104591 members 
Entering Unmasked Estep 
Score: -9123356.000000 Penalty: 1103.523193
	Iteration 1F: 3 clusters Score -9123356 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 111089 members 
Entering Unmasked Estep 
Score: -9126759.000000 Penalty: 1103.523193
	Iteration 2F: 3 clusters Score -9126759 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 119260 members 
Entering Unmasked Estep 
Score: -9131372.000000 Penalty: 1103.523193
	Iteration 3F: 3 clusters Score -9131372 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 128756 members 
Entering Unmasked Estep 
Score: -9138461.000000 Penalty: 1103.523193
	Iteration 4F: 3 clusters Score -9138461 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 138313 members 
Entering Unmasked Estep 
Score: -9148146.000000 Penalty: 1103.523193
	Iteration 5F: 3 clusters Score -9148146 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 144892 members 
Entering Unmasked Estep 
Score: -9158593.000000 Penalty: 1103.523193
	Iteration 6F: 3 clusters Score -9158593 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 146848 members 
Entering Unmasked Estep 
Score: -9164481.000000 Penalty: 1103.523193
	Iteration 7Q: 3 clusters Score -9164481 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 146640 members 
Entering Unmasked Estep 
Score: -9165774.000000 Penalty: 1103.523193
	Iteration 8Q: 3 clusters Score -9165774 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 146058 members 
Entering Unmasked Estep 
Score: -9165990.000000 Penalty: 1103.523193
	Iteration 9Q: 3 clusters Score -9165990 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 145285 members 
Entering Unmasked Estep 
Score: -9166108.000000 Penalty: 1103.523193
	Iteration 10Q: 3 clusters Score -9166108 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 144358 members 
Entering Unmasked Estep 
Score: -9166183.000000 Penalty: 1103.523193
	Iteration 11Q: 3 clusters Score -9166183 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 143459 members 
Entering Unmasked Estep 
Score: -9166260.000000 Penalty: 1103.523193
	Iteration 12Q: 3 clusters Score -9166260 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 142382 members 
Entering Unmasked Estep 
Score: -9166374.000000 Penalty: 1103.523193
	Iteration 13Q: 3 clusters Score -9166374 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 141224 members 
Entering Unmasked Estep 
Score: -9166542.000000 Penalty: 1103.523193
	Iteration 14Q: 3 clusters Score -9166542 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 140000 members 
Entering Unmasked Estep 
Score: -9166583.000000 Penalty: 1103.523193
	Iteration 15Q: 3 clusters Score -9166583 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 138732 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9166651 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -9166642.000000 Penalty: 1103.523193
	Iteration 17Q: 3 clusters Score -9166642 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 136109 members 
Entering Unmasked Estep 
Score: -9166660.000000 Penalty: 1103.523193
	Iteration 18Q: 3 clusters Score -9166660 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 134726 members 
Entering Unmasked Estep 
Score: -9166735.000000 Penalty: 1103.523193
	Iteration 19Q: 3 clusters Score -9166735 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 133310 members 
Entering Unmasked Estep 
Score: -9166764.000000 Penalty: 1103.523193
	Iteration 20F: 3 clusters Score -9166764 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 131923 members 
Entering Unmasked Estep 
Score: -9166780.000000 Penalty: 1103.523193
	Iteration 21Q: 3 clusters Score -9166780 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 130465 members 
Entering Unmasked Estep 
Score: -9166789.000000 Penalty: 1103.523193
	Iteration 22Q: 3 clusters Score -9166789 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 128935 members 
Entering Unmasked Estep 
Score: -9166861.000000 Penalty: 1103.523193
	Iteration 23Q: 3 clusters Score -9166861 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 127463 members 
Entering Unmasked Estep 
Score: -9166910.000000 Penalty: 1103.523193
	Iteration 24Q: 3 clusters Score -9166910 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 125974 members 
Entering Unmasked Estep 
Score: -9166935.000000 Penalty: 1103.523193
	Iteration 25Q: 3 clusters Score -9166935 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 124562 members 
Entering Unmasked Estep 
Score: -9166953.000000 Penalty: 1103.523193
	Iteration 26Q: 3 clusters Score -9166953 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 123212 members 
Entering Unmasked Estep 
Score: -9166974.000000 Penalty: 1103.523193
	Iteration 27Q: 3 clusters Score -9166974 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 121867 members 
Entering Unmasked Estep 
Score: -9167027.000000 Penalty: 1103.523193
	Iteration 28Q: 3 clusters Score -9167027 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 120538 members 
Entering Unmasked Estep 
Score: -9167171.000000 Penalty: 1103.523193
	Iteration 29Q: 3 clusters Score -9167171 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 119237 members 
Entering Unmasked Estep 
Score: -9167256.000000 Penalty: 1103.523193
	Iteration 30Q: 3 clusters Score -9167256 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 117959 members 
Entering Unmasked Estep 
Score: -9167428.000000 Penalty: 1103.523193
	Iteration 31Q: 3 clusters Score -9167428 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 116733 members 
Entering Unmasked Estep 
Score: -9167470.000000 Penalty: 1103.523193
	Iteration 32Q: 3 clusters Score -9167470 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -9167625.000000 Penalty: 1103.523193
	Iteration 33Q: 3 clusters Score -9167625 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 114275 members 
Entering Unmasked Estep 
Score: -9167728.000000 Penalty: 1103.523193
	Iteration 34Q: 3 clusters Score -9167728 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -9167836.000000 Penalty: 1103.523193
	Iteration 35Q: 3 clusters Score -9167836 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72894 members 
Mstep: Class 2 contains 111832 members 
Entering Unmasked Estep 
Score: -9167967.000000 Penalty: 1103.523193
	Iteration 36Q: 3 clusters Score -9167967 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 110622 members 
Entering Unmasked Estep 
Score: -9168122.000000 Penalty: 1103.523193
	Iteration 37Q: 3 clusters Score -9168122 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 109520 members 
Entering Unmasked Estep 
Score: -9168237.000000 Penalty: 1103.523193
	Iteration 38Q: 3 clusters Score -9168237 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 108433 members 
Entering Unmasked Estep 
Score: -9168260.000000 Penalty: 1103.523193
	Iteration 39Q: 3 clusters Score -9168260 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 107397 members 
Entering Unmasked Estep 
Score: -9168372.000000 Penalty: 1103.523193
	Iteration 40F: 3 clusters Score -9168372 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 106348 members 
Entering Unmasked Estep 
Score: -9168532.000000 Penalty: 1103.523193
	Iteration 41Q: 3 clusters Score -9168532 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -9168587.000000 Penalty: 1103.523193
	Iteration 42Q: 3 clusters Score -9168587 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -9168698.000000 Penalty: 1103.523193
	Iteration 43Q: 3 clusters Score -9168698 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -9168776.000000 Penalty: 1103.523193
	Iteration 44Q: 3 clusters Score -9168776 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 102578 members 
Entering Unmasked Estep 
Score: -9168818.000000 Penalty: 1103.523193
	Iteration 45Q: 3 clusters Score -9168818 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -9168919.000000 Penalty: 1103.523193
	Iteration 46Q: 3 clusters Score -9168919 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -9168985.000000 Penalty: 1103.523193
	Iteration 47Q: 3 clusters Score -9168985 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 99625 members 
Entering Unmasked Estep 
Score: -9169047.000000 Penalty: 1103.523193
	Iteration 48Q: 3 clusters Score -9169047 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -9169142.000000 Penalty: 1103.523193
	Iteration 49Q: 3 clusters Score -9169142 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -9169210.000000 Penalty: 1103.523193
	Iteration 50Q: 3 clusters Score -9169210 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 96312 members 
Entering Unmasked Estep 
Score: -9169230.000000 Penalty: 1103.523193
	Iteration 51Q: 3 clusters Score -9169230 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89564 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -9169248.000000 Penalty: 1103.523193
	Iteration 52Q: 3 clusters Score -9169248 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90747 members 
Mstep: Class 2 contains 93979 members 
Entering Unmasked Estep 
Score: -9169262.000000 Penalty: 1103.523193
	Iteration 53Q: 3 clusters Score -9169262 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -9169313.000000 Penalty: 1103.523193
	Iteration 54Q: 3 clusters Score -9169313 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93170 members 
Mstep: Class 2 contains 91556 members 
Entering Unmasked Estep 
Score: -9169413.000000 Penalty: 1103.523193
	Iteration 55Q: 3 clusters Score -9169413 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94419 members 
Mstep: Class 2 contains 90307 members 
Entering Unmasked Estep 
Score: -9169474.000000 Penalty: 1103.523193
	Iteration 56Q: 3 clusters Score -9169474 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95573 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -9169605.000000 Penalty: 1103.523193
	Iteration 57Q: 3 clusters Score -9169605 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -9169643.000000 Penalty: 1103.523193
	Iteration 58Q: 3 clusters Score -9169643 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -9169653.000000 Penalty: 1103.523193
	Iteration 59Q: 3 clusters Score -9169653 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99211 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -9169687.000000 Penalty: 1103.523193
	Iteration 60F: 3 clusters Score -9169687 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -9169711.000000 Penalty: 1103.523193
	Iteration 61Q: 3 clusters Score -9169711 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -9169742.000000 Penalty: 1103.523193
	Iteration 62Q: 3 clusters Score -9169742 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102948 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -9169786.000000 Penalty: 1103.523193
	Iteration 63Q: 3 clusters Score -9169786 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104281 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -9169824.000000 Penalty: 1103.523193
	Iteration 64Q: 3 clusters Score -9169824 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105685 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -9169861.000000 Penalty: 1103.523193
	Iteration 65Q: 3 clusters Score -9169861 nChanged 1544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -9169891.000000 Penalty: 1103.523193
	Iteration 66Q: 3 clusters Score -9169891 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108915 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -9169956.000000 Penalty: 1103.523193
	Iteration 67Q: 3 clusters Score -9169956 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110771 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -9169939.000000 Penalty: 1103.523193
	Iteration 68Q: 3 clusters Score -9169939 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -9169975.000000 Penalty: 1103.523193
	Iteration 69Q: 3 clusters Score -9169975 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115072 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -9169950.000000 Penalty: 1103.523193
	Iteration 70Q: 3 clusters Score -9169950 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117527 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -9169960.000000 Penalty: 1103.523193
	Iteration 71Q: 3 clusters Score -9169960 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120214 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -9170135.000000 Penalty: 1103.523193
	Iteration 72Q: 3 clusters Score -9170135 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123282 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -9170420.000000 Penalty: 1103.523193
	Iteration 73Q: 3 clusters Score -9170420 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -9171035.000000 Penalty: 1103.523193
	Iteration 74Q: 3 clusters Score -9171035 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130401 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -9172029.000000 Penalty: 1103.523193
	Iteration 75Q: 3 clusters Score -9172029 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134271 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
Score: -9173246.000000 Penalty: 1103.523193
	Iteration 76Q: 3 clusters Score -9173246 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138127 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -9174471.000000 Penalty: 1103.523193
	Iteration 77Q: 3 clusters Score -9174471 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141767 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -9175330.000000 Penalty: 1103.523193
	Iteration 78Q: 3 clusters Score -9175330 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145085 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -9175914.000000 Penalty: 1103.523193
	Iteration 79Q: 3 clusters Score -9175914 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148016 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -9176565.000000 Penalty: 1103.523193
	Iteration 80F: 3 clusters Score -9176565 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150836 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -9176950.000000 Penalty: 1103.523193
	Iteration 81Q: 3 clusters Score -9176950 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -9177332.000000 Penalty: 1103.523193
	Iteration 82Q: 3 clusters Score -9177332 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156057 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -9177635.000000 Penalty: 1103.523193
	Iteration 83Q: 3 clusters Score -9177635 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158380 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -9177806.000000 Penalty: 1103.523193
	Iteration 84Q: 3 clusters Score -9177806 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160613 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -9178247.000000 Penalty: 1103.523193
	Iteration 85Q: 3 clusters Score -9178247 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162764 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -9179033.000000 Penalty: 1103.523193
	Iteration 86Q: 3 clusters Score -9179033 nChanged 1892
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -9179699.000000 Penalty: 1103.523193
	Iteration 87Q: 3 clusters Score -9179699 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -9180186.000000 Penalty: 1103.523193
	Iteration 88Q: 3 clusters Score -9180186 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167939 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -9180694.000000 Penalty: 1103.523193
	Iteration 89Q: 3 clusters Score -9180694 nChanged 1494
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169433 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -9181186.000000 Penalty: 1103.523193
	Iteration 90Q: 3 clusters Score -9181186 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170868 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -9181677.000000 Penalty: 1103.523193
	Iteration 91Q: 3 clusters Score -9181677 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172189 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -9182187.000000 Penalty: 1103.523193
	Iteration 92Q: 3 clusters Score -9182187 nChanged 1200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173383 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -9182784.000000 Penalty: 1103.523193
	Iteration 93Q: 3 clusters Score -9182784 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174455 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -9183339.000000 Penalty: 1103.523193
	Iteration 94Q: 3 clusters Score -9183339 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175328 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -9183823.000000 Penalty: 1103.523193
	Iteration 95Q: 3 clusters Score -9183823 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176018 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -9184210.000000 Penalty: 1103.523193
	Iteration 96Q: 3 clusters Score -9184210 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176597 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -9184536.000000 Penalty: 1103.523193
	Iteration 97Q: 3 clusters Score -9184536 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177111 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -9184807.000000 Penalty: 1103.523193
	Iteration 98Q: 3 clusters Score -9184807 nChanged 490
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177537 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -9185013.000000 Penalty: 1103.523193
	Iteration 99Q: 3 clusters Score -9185013 nChanged 402
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177871 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -9185211.000000 Penalty: 1103.523193
	Iteration 100F: 3 clusters Score -9185211 nChanged 413
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178182 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -9185385.000000 Penalty: 1103.523193
	Iteration 101Q: 3 clusters Score -9185385 nChanged 359
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178437 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -9185510.000000 Penalty: 1103.523193
	Iteration 102Q: 3 clusters Score -9185510 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178642 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -9185592.000000 Penalty: 1103.523193
	Iteration 103Q: 3 clusters Score -9185592 nChanged 233
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Mstep: Class 1 contains 178807 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9185664 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178931 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9185867 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9185893 nChanged 132
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Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9185949 nChanged 135
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Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9185974 nChanged 118
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Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9186023 nChanged 100
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Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9186044 nChanged 107
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Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9186047 nChanged 111
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Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9186075 nChanged 106
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Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9186105 nChanged 90
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Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9186132 nChanged 88
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9186160 nChanged 80
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9186162 nChanged 60
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9186178 nChanged 61
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Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9186175 nChanged 69
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9186182 nChanged 53
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9186184 nChanged 42
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9186173 nChanged 37
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9186138 nChanged 41
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9186138 nChanged 44
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Entering Unmasked Estep 
Score: -9186135.000000 Penalty: 1103.523193
	Iteration 131Q: 3 clusters Score -9186135 nChanged 44
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9186114 nChanged 55
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9186120 nChanged 53
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	Iteration 134Q: 3 clusters Score -9186126 nChanged 45
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9186126 nChanged 39
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9186130 nChanged 40
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9186133 nChanged 42
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9186130 nChanged 46
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9186129 nChanged 32
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9186127 nChanged 33
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9186114 nChanged 32
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9186119 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9186125 nChanged 31
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9186145 nChanged 28
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9186146 nChanged 20
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Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9186145 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9186142.000000 Penalty: 1103.523193
	Iteration 147Q: 3 clusters Score -9186142 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9186135 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9186147 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9186153.000000 Penalty: 1103.523193
	Iteration 150Q: 3 clusters Score -9186153 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9186163 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9186159 nChanged 14
Entering Unmasked Mstep 
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	Iteration 153Q: 3 clusters Score -9186168 nChanged 11
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	Iteration 154Q: 3 clusters Score -9186167 nChanged 11
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	Iteration 155Q: 3 clusters Score -9186165 nChanged 16
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	Iteration 156Q: 3 clusters Score -9186169 nChanged 9
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	Iteration 157Q: 3 clusters Score -9186167 nChanged 10
Entering Unmasked Mstep 
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	Iteration 158Q: 3 clusters Score -9186162 nChanged 10
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	Iteration 159Q: 3 clusters Score -9186163 nChanged 13
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Entering Unmasked Estep 
Score: -9186158.000000 Penalty: 1103.523193
	Iteration 160F: 3 clusters Score -9186158 nChanged 10
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	Iteration 161Q: 3 clusters Score -9186171 nChanged 10
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9186173 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9186175 nChanged 10
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9186178 nChanged 9
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	Iteration 165Q: 3 clusters Score -9186174 nChanged 16
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	Iteration 166Q: 3 clusters Score -9186175 nChanged 13
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9186176 nChanged 10
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9186171 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9186161 nChanged 21
Entering Unmasked Mstep 
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	Iteration 170Q: 3 clusters Score -9186181 nChanged 22
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	Iteration 171Q: 3 clusters Score -9186168 nChanged 22
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9186173 nChanged 26
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	Iteration 173Q: 3 clusters Score -9186175 nChanged 26
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	Iteration 174Q: 3 clusters Score -9186178 nChanged 36
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	Iteration 175Q: 3 clusters Score -9186177 nChanged 44
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	Iteration 176Q: 3 clusters Score -9186194 nChanged 47
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	Iteration 177Q: 3 clusters Score -9186199 nChanged 52
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	Iteration 179Q: 3 clusters Score -9186216 nChanged 61
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	Iteration 180F: 3 clusters Score -9186216 nChanged 63
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	Iteration 181Q: 3 clusters Score -9186211 nChanged 60
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	Iteration 182Q: 3 clusters Score -9186216 nChanged 45
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	Iteration 183Q: 3 clusters Score -9186217 nChanged 41
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	Iteration 184Q: 3 clusters Score -9186218 nChanged 36
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	Iteration 185Q: 3 clusters Score -9186217 nChanged 37
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9186215 nChanged 34
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9186239 nChanged 31
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	Iteration 188Q: 3 clusters Score -9186229 nChanged 22
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	Iteration 189Q: 3 clusters Score -9186230 nChanged 28
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	Iteration 190Q: 3 clusters Score -9186229 nChanged 28
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	Iteration 191Q: 3 clusters Score -9186218 nChanged 31
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	Iteration 192Q: 3 clusters Score -9186216 nChanged 28
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	Iteration 193Q: 3 clusters Score -9186211 nChanged 22
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	Iteration 194Q: 3 clusters Score -9186229 nChanged 30
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	Iteration 195Q: 3 clusters Score -9186229 nChanged 28
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	Iteration 196Q: 3 clusters Score -9186236 nChanged 29
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	Iteration 197Q: 3 clusters Score -9186243 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179247 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -9186242.000000 Penalty: 1103.523193
	Iteration 198Q: 3 clusters Score -9186242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -9186229.000000 Penalty: 1103.523193
	Iteration 199Q: 3 clusters Score -9186229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179222 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -9186219.000000 Penalty: 1103.523193
	Iteration 200F: 3 clusters Score -9186219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179211 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -9186212.000000 Penalty: 1103.523193
	Iteration 201Q: 3 clusters Score -9186212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179200 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -9186209.000000 Penalty: 1103.523193
	Iteration 202Q: 3 clusters Score -9186209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179187 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -9186206.000000 Penalty: 1103.523193
	Iteration 203Q: 3 clusters Score -9186206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179168 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -9186188.000000 Penalty: 1103.523193
	Iteration 204Q: 3 clusters Score -9186188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179150 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -9186182.000000 Penalty: 1103.523193
	Iteration 205Q: 3 clusters Score -9186182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179140 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -9186181.000000 Penalty: 1103.523193
	Iteration 206Q: 3 clusters Score -9186181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179129 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -9186190.000000 Penalty: 1103.523193
	Iteration 207Q: 3 clusters Score -9186190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179119 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -9186184.000000 Penalty: 1103.523193
	Iteration 208Q: 3 clusters Score -9186184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179114 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -9186185.000000 Penalty: 1103.523193
	Iteration 209Q: 3 clusters Score -9186185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179114 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -9186187.000000 Penalty: 1103.523193
	Iteration 210Q: 3 clusters Score -9186187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179114 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -9186187.000000 Penalty: 1103.523193
	Iteration 211Q: 3 clusters Score -9186187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179113 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -9186188.000000 Penalty: 1103.523193
	Iteration 212Q: 3 clusters Score -9186188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179114 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -9186189.000000 Penalty: 1103.523193
	Iteration 213Q: 3 clusters Score -9186189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179112 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -9186188.000000 Penalty: 1103.523193
	Iteration 214Q: 3 clusters Score -9186188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179111 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -9186189.000000 Penalty: 1103.523193
	Iteration 215Q: 3 clusters Score -9186189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179110 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -9186187.000000 Penalty: 1103.523193
	Iteration 216Q: 3 clusters Score -9186187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179110 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -9186187.000000 Penalty: 1103.523193
	Iteration 217F: 3 clusters Score -9186187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -9892.834961 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -9892.835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9573.902344 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -9573.902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9691.119141 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -9691.119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9719.813477 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -9719.813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9733.947266 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -9733.947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9736.223633 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -9736.224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9736.753906 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -9736.754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9736.941406 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -9736.941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9736.941406 Penalty: 503.538452
	Iteration 7F: 3 clusters Score -9736.941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (67343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67343 members 
Entering Unmasked Estep 
Score: -3385640.750000 Penalty: 505.848724
	Iteration 0F: 2 clusters Score -3385641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -3340359.750000 Penalty: 1011.697449
	Iteration 0F: 3 clusters Score -3340360 nChanged 32687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3359665.500000 Penalty: 1011.697449
	Iteration 1F: 3 clusters Score -3359666 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -3360327.500000 Penalty: 1011.697449
	Iteration 2Q: 3 clusters Score -3360328 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -3361402.500000 Penalty: 1011.697449
	Iteration 3Q: 3 clusters Score -3361402 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -3363339.500000 Penalty: 1011.697449
	Iteration 4F: 3 clusters Score -3363340 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -3366620.000000 Penalty: 1011.697449
	Iteration 5F: 3 clusters Score -3366620 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -3371051.750000 Penalty: 1011.697449
	Iteration 6F: 3 clusters Score -3371052 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -3375600.750000 Penalty: 1011.697449
	Iteration 7F: 3 clusters Score -3375601 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -3378999.500000 Penalty: 1011.697449
	Iteration 8F: 3 clusters Score -3379000 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -3380993.000000 Penalty: 1011.697449
	Iteration 9Q: 3 clusters Score -3380993 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -3382153.250000 Penalty: 1011.697449
	Iteration 10Q: 3 clusters Score -3382153 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -3382929.000000 Penalty: 1011.697449
	Iteration 11Q: 3 clusters Score -3382929 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -3383497.500000 Penalty: 1011.697449
	Iteration 12Q: 3 clusters Score -3383498 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -3383900.000000 Penalty: 1011.697449
	Iteration 13Q: 3 clusters Score -3383900 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -3384116.500000 Penalty: 1011.697449
	Iteration 14Q: 3 clusters Score -3384116 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -3384259.250000 Penalty: 1011.697449
	Iteration 15Q: 3 clusters Score -3384259 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -3384361.750000 Penalty: 1011.697449
	Iteration 16Q: 3 clusters Score -3384362 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -3384416.000000 Penalty: 1011.697449
	Iteration 17Q: 3 clusters Score -3384416 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -3384431.750000 Penalty: 1011.697449
	Iteration 18Q: 3 clusters Score -3384432 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -3384445.000000 Penalty: 1011.697449
	Iteration 19Q: 3 clusters Score -3384445 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -3384460.750000 Penalty: 1011.697449
	Iteration 20F: 3 clusters Score -3384461 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -3384475.000000 Penalty: 1011.697449
	Iteration 21Q: 3 clusters Score -3384475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -3384460.250000 Penalty: 1011.697449
	Iteration 22Q: 3 clusters Score -3384460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -3384470.500000 Penalty: 1011.697449
	Iteration 23Q: 3 clusters Score -3384470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -3384465.250000 Penalty: 1011.697449
	Iteration 24Q: 3 clusters Score -3384465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -3384471.000000 Penalty: 1011.697449
	Iteration 25Q: 3 clusters Score -3384471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -3384468.500000 Penalty: 1011.697449
	Iteration 26Q: 3 clusters Score -3384468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -3384466.750000 Penalty: 1011.697449
	Iteration 27Q: 3 clusters Score -3384467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -3384468.500000 Penalty: 1011.697449
	Iteration 28Q: 3 clusters Score -3384468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -3384475.500000 Penalty: 1011.697449
	Iteration 29Q: 3 clusters Score -3384476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -3384474.000000 Penalty: 1011.697449
	Iteration 30Q: 3 clusters Score -3384474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -3384472.750000 Penalty: 1011.697449
	Iteration 31Q: 3 clusters Score -3384473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -3384471.750000 Penalty: 1011.697449
	Iteration 32Q: 3 clusters Score -3384472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -3384470.750000 Penalty: 1011.697449
	Iteration 33Q: 3 clusters Score -3384471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -3384466.750000 Penalty: 1011.697449
	Iteration 34Q: 3 clusters Score -3384467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -3384470.500000 Penalty: 1011.697449
	Iteration 35Q: 3 clusters Score -3384470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -3384469.500000 Penalty: 1011.697449
	Iteration 36Q: 3 clusters Score -3384470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -3384472.000000 Penalty: 1011.697449
	Iteration 37Q: 3 clusters Score -3384472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -3384473.000000 Penalty: 1011.697449
	Iteration 38Q: 3 clusters Score -3384473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -3384473.250000 Penalty: 1011.697449
	Iteration 39Q: 3 clusters Score -3384473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -3384465.000000 Penalty: 1011.697449
	Iteration 40F: 3 clusters Score -3384465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -3384458.500000 Penalty: 1011.697449
	Iteration 41Q: 3 clusters Score -3384458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -3384461.000000 Penalty: 1011.697449
	Iteration 42Q: 3 clusters Score -3384461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -3384463.500000 Penalty: 1011.697449
	Iteration 43Q: 3 clusters Score -3384464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -3384466.250000 Penalty: 1011.697449
	Iteration 44Q: 3 clusters Score -3384466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -3384463.750000 Penalty: 1011.697449
	Iteration 45Q: 3 clusters Score -3384464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -3384465.250000 Penalty: 1011.697449
	Iteration 46Q: 3 clusters Score -3384465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -3384466.500000 Penalty: 1011.697449
	Iteration 47Q: 3 clusters Score -3384466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -3384470.250000 Penalty: 1011.697449
	Iteration 48Q: 3 clusters Score -3384470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -3384469.250000 Penalty: 1011.697449
	Iteration 49Q: 3 clusters Score -3384469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -3384468.500000 Penalty: 1011.697449
	Iteration 50Q: 3 clusters Score -3384468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -3384473.500000 Penalty: 1011.697449
	Iteration 51Q: 3 clusters Score -3384474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -3384473.750000 Penalty: 1011.697449
	Iteration 52Q: 3 clusters Score -3384474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -3384471.750000 Penalty: 1011.697449
	Iteration 53Q: 3 clusters Score -3384472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -3384471.000000 Penalty: 1011.697449
	Iteration 54Q: 3 clusters Score -3384471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -3384471.000000 Penalty: 1011.697449
	Iteration 55Q: 3 clusters Score -3384471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -3384468.250000 Penalty: 1011.697449
	Iteration 56Q: 3 clusters Score -3384468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -3384471.000000 Penalty: 1011.697449
	Iteration 57Q: 3 clusters Score -3384471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -3384469.750000 Penalty: 1011.697449
	Iteration 58Q: 3 clusters Score -3384470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -3384474.750000 Penalty: 1011.697449
	Iteration 59Q: 3 clusters Score -3384475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -3384476.500000 Penalty: 1011.697449
	Iteration 60F: 3 clusters Score -3384476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -3384474.000000 Penalty: 1011.697449
	Iteration 61Q: 3 clusters Score -3384474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -3384470.250000 Penalty: 1011.697449
	Iteration 62Q: 3 clusters Score -3384470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -3384469.500000 Penalty: 1011.697449
	Iteration 63Q: 3 clusters Score -3384470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -3384468.500000 Penalty: 1011.697449
	Iteration 64Q: 3 clusters Score -3384468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -3384468.000000 Penalty: 1011.697449
	Iteration 65Q: 3 clusters Score -3384468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -3384468.750000 Penalty: 1011.697449
	Iteration 66Q: 3 clusters Score -3384469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -3384469.500000 Penalty: 1011.697449
	Iteration 67Q: 3 clusters Score -3384470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -3384474.750000 Penalty: 1011.697449
	Iteration 68Q: 3 clusters Score -3384475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -3384472.500000 Penalty: 1011.697449
	Iteration 69Q: 3 clusters Score -3384472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -3384472.000000 Penalty: 1011.697449
	Iteration 70Q: 3 clusters Score -3384472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -3384471.750000 Penalty: 1011.697449
	Iteration 71Q: 3 clusters Score -3384472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -3384470.500000 Penalty: 1011.697449
	Iteration 72Q: 3 clusters Score -3384470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -3384469.250000 Penalty: 1011.697449
	Iteration 73Q: 3 clusters Score -3384469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -3384466.250000 Penalty: 1011.697449
	Iteration 74Q: 3 clusters Score -3384466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -3384464.500000 Penalty: 1011.697449
	Iteration 75Q: 3 clusters Score -3384464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -3384467.750000 Penalty: 1011.697449
	Iteration 76Q: 3 clusters Score -3384468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -3384469.500000 Penalty: 1011.697449
	Iteration 77Q: 3 clusters Score -3384470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -3384473.500000 Penalty: 1011.697449
	Iteration 78Q: 3 clusters Score -3384474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -3384475.750000 Penalty: 1011.697449
	Iteration 79Q: 3 clusters Score -3384476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -3384471.500000 Penalty: 1011.697449
	Iteration 80F: 3 clusters Score -3384472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -3384472.250000 Penalty: 1011.697449
	Iteration 81Q: 3 clusters Score -3384472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -3384477.250000 Penalty: 1011.697449
	Iteration 82Q: 3 clusters Score -3384477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -3384478.250000 Penalty: 1011.697449
	Iteration 83Q: 3 clusters Score -3384478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -3384478.000000 Penalty: 1011.697449
	Iteration 84Q: 3 clusters Score -3384478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -3384477.250000 Penalty: 1011.697449
	Iteration 85Q: 3 clusters Score -3384477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -3384477.750000 Penalty: 1011.697449
	Iteration 86Q: 3 clusters Score -3384478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -3384478.000000 Penalty: 1011.697449
	Iteration 87Q: 3 clusters Score -3384478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -3384478.500000 Penalty: 1011.697449
	Iteration 88Q: 3 clusters Score -3384478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -3384477.000000 Penalty: 1011.697449
	Iteration 89Q: 3 clusters Score -3384477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -3384476.250000 Penalty: 1011.697449
	Iteration 90Q: 3 clusters Score -3384476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -3384476.250000 Penalty: 1011.697449
	Iteration 91F: 3 clusters Score -3384476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -8690.322266 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -8690.322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8415.522461 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -8415.522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8493.250000 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -8493.25 nChanged 18
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: -8530.406250 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -8530.406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8547.697266 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -8547.697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8560.453125 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -8560.453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8566.975586 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -8566.976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8570.351562 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -8570.352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8572.187500 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -8572.188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8577.291992 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -8577.292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8578.595703 Penalty: 471.029633
	Iteration 9Q: 3 clusters Score -8578.596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8578.595703 Penalty: 471.029633
	Iteration 10F: 3 clusters Score -8578.596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Entering Unmasked Estep 
Score: -220725.437500 Penalty: 380.933624
	Iteration 0F: 2 clusters Score -220725.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -217763.906250 Penalty: 761.867249
	Iteration 0F: 3 clusters Score -217763.9 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -218839.671875 Penalty: 761.867249
	Iteration 1F: 3 clusters Score -218839.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -218923.687500 Penalty: 761.867249
	Iteration 2F: 3 clusters Score -218923.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -218989.609375 Penalty: 761.867249
	Iteration 3Q: 3 clusters Score -218989.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -219073.703125 Penalty: 761.867249
	Iteration 4Q: 3 clusters Score -219073.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -219177.140625 Penalty: 761.867249
	Iteration 5Q: 3 clusters Score -219177.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -219314.875000 Penalty: 761.867249
	Iteration 6Q: 3 clusters Score -219314.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -219478.125000 Penalty: 761.867249
	Iteration 7Q: 3 clusters Score -219478.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -219645.875000 Penalty: 761.867249
	Iteration 8F: 3 clusters Score -219645.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -219741.828125 Penalty: 761.867249
	Iteration 9Q: 3 clusters Score -219741.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -219809.171875 Penalty: 761.867249
	Iteration 10Q: 3 clusters Score -219809.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -219852.609375 Penalty: 761.867249
	Iteration 11Q: 3 clusters Score -219852.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -219885.656250 Penalty: 761.867249
	Iteration 12Q: 3 clusters Score -219885.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -219917.718750 Penalty: 761.867249
	Iteration 13Q: 3 clusters Score -219917.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -219944.046875 Penalty: 761.867249
	Iteration 14Q: 3 clusters Score -219944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -219971.375000 Penalty: 761.867249
	Iteration 15Q: 3 clusters Score -219971.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -219998.906250 Penalty: 761.867249
	Iteration 16Q: 3 clusters Score -219998.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -220024.453125 Penalty: 761.867249
	Iteration 17Q: 3 clusters Score -220024.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -220051.359375 Penalty: 761.867249
	Iteration 18Q: 3 clusters Score -220051.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -220082.625000 Penalty: 761.867249
	Iteration 19Q: 3 clusters Score -220082.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -220108.593750 Penalty: 761.867249
	Iteration 20F: 3 clusters Score -220108.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -220131.171875 Penalty: 761.867249
	Iteration 21Q: 3 clusters Score -220131.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -220165.421875 Penalty: 761.867249
	Iteration 22Q: 3 clusters Score -220165.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -220199.968750 Penalty: 761.867249
	Iteration 23Q: 3 clusters Score -220200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -220232.421875 Penalty: 761.867249
	Iteration 24Q: 3 clusters Score -220232.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -220248.546875 Penalty: 761.867249
	Iteration 25Q: 3 clusters Score -220248.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -220261.375000 Penalty: 761.867249
	Iteration 26Q: 3 clusters Score -220261.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -220272.328125 Penalty: 761.867249
	Iteration 27Q: 3 clusters Score -220272.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -220280.078125 Penalty: 761.867249
	Iteration 28Q: 3 clusters Score -220280.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -220286.640625 Penalty: 761.867249
	Iteration 29Q: 3 clusters Score -220286.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -220293.625000 Penalty: 761.867249
	Iteration 30Q: 3 clusters Score -220293.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -220298.625000 Penalty: 761.867249
	Iteration 31Q: 3 clusters Score -220298.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -220305.437500 Penalty: 761.867249
	Iteration 32Q: 3 clusters Score -220305.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -220309.234375 Penalty: 761.867249
	Iteration 33Q: 3 clusters Score -220309.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -220313.656250 Penalty: 761.867249
	Iteration 34Q: 3 clusters Score -220313.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -220317.171875 Penalty: 761.867249
	Iteration 35Q: 3 clusters Score -220317.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -220322.562500 Penalty: 761.867249
	Iteration 36Q: 3 clusters Score -220322.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -220326.437500 Penalty: 761.867249
	Iteration 37Q: 3 clusters Score -220326.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -220330.453125 Penalty: 761.867249
	Iteration 38Q: 3 clusters Score -220330.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -220334.343750 Penalty: 761.867249
	Iteration 39Q: 3 clusters Score -220334.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -220336.125000 Penalty: 761.867249
	Iteration 40F: 3 clusters Score -220336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -220338.859375 Penalty: 761.867249
	Iteration 41Q: 3 clusters Score -220338.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -220340.281250 Penalty: 761.867249
	Iteration 42Q: 3 clusters Score -220340.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -220341.546875 Penalty: 761.867249
	Iteration 43Q: 3 clusters Score -220341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -220342.859375 Penalty: 761.867249
	Iteration 44Q: 3 clusters Score -220342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -220344.687500 Penalty: 761.867249
	Iteration 45Q: 3 clusters Score -220344.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -220347.546875 Penalty: 761.867249
	Iteration 46Q: 3 clusters Score -220347.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -220348.578125 Penalty: 761.867249
	Iteration 47Q: 3 clusters Score -220348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -220349.593750 Penalty: 761.867249
	Iteration 48Q: 3 clusters Score -220349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -220350.125000 Penalty: 761.867249
	Iteration 49Q: 3 clusters Score -220350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -220350.125000 Penalty: 761.867249
	Iteration 50F: 3 clusters Score -220350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -79333.367188 Penalty: 337.060547
	Iteration 0F: 2 clusters Score -79333.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -78111.585938 Penalty: 674.121094
	Iteration 0F: 3 clusters Score -78111.59 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -78483.226562 Penalty: 674.121094
	Iteration 1F: 3 clusters Score -78483.23 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -78544.656250 Penalty: 674.121094
	Iteration 2F: 3 clusters Score -78544.66 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -78591.820312 Penalty: 674.121094
	Iteration 3F: 3 clusters Score -78591.82 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -78626.851562 Penalty: 674.121094
	Iteration 4Q: 3 clusters Score -78626.85 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -78655.132812 Penalty: 674.121094
	Iteration 5Q: 3 clusters Score -78655.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -78684.828125 Penalty: 674.121094
	Iteration 6Q: 3 clusters Score -78684.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -78718.671875 Penalty: 674.121094
	Iteration 7Q: 3 clusters Score -78718.67 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -78756.578125 Penalty: 674.121094
	Iteration 8Q: 3 clusters Score -78756.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78800.945312 Penalty: 674.121094
	Iteration 9Q: 3 clusters Score -78800.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -78855.179688 Penalty: 674.121094
	Iteration 10Q: 3 clusters Score -78855.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78896.062500 Penalty: 674.121094
	Iteration 11Q: 3 clusters Score -78896.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78919.312500 Penalty: 674.121094
	Iteration 12Q: 3 clusters Score -78919.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -78931.320312 Penalty: 674.121094
	Iteration 13Q: 3 clusters Score -78931.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78938.773438 Penalty: 674.121094
	Iteration 14Q: 3 clusters Score -78938.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78947.953125 Penalty: 674.121094
	Iteration 15Q: 3 clusters Score -78947.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78962.421875 Penalty: 674.121094
	Iteration 16Q: 3 clusters Score -78962.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78975.171875 Penalty: 674.121094
	Iteration 17Q: 3 clusters Score -78975.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78985.085938 Penalty: 674.121094
	Iteration 18Q: 3 clusters Score -78985.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78992.875000 Penalty: 674.121094
	Iteration 19Q: 3 clusters Score -78992.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78995.960938 Penalty: 674.121094
	Iteration 20F: 3 clusters Score -78995.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78998.343750 Penalty: 674.121094
	Iteration 21Q: 3 clusters Score -78998.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79000.203125 Penalty: 674.121094
	Iteration 22Q: 3 clusters Score -79000.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79002.242188 Penalty: 674.121094
	Iteration 23Q: 3 clusters Score -79002.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79004.890625 Penalty: 674.121094
	Iteration 24Q: 3 clusters Score -79004.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79006.257812 Penalty: 674.121094
	Iteration 25Q: 3 clusters Score -79006.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -79007.718750 Penalty: 674.121094
	Iteration 26Q: 3 clusters Score -79007.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79009.031250 Penalty: 674.121094
	Iteration 27Q: 3 clusters Score -79009.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -79009.500000 Penalty: 674.121094
	Iteration 28Q: 3 clusters Score -79009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -79009.750000 Penalty: 674.121094
	Iteration 29Q: 3 clusters Score -79009.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -79009.937500 Penalty: 674.121094
	Iteration 30Q: 3 clusters Score -79009.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79010.367188 Penalty: 674.121094
	Iteration 31Q: 3 clusters Score -79010.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79010.796875 Penalty: 674.121094
	Iteration 32Q: 3 clusters Score -79010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79011.976562 Penalty: 674.121094
	Iteration 33Q: 3 clusters Score -79011.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -79015.140625 Penalty: 674.121094
	Iteration 34Q: 3 clusters Score -79015.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -79017.148438 Penalty: 674.121094
	Iteration 35Q: 3 clusters Score -79017.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -79017.601562 Penalty: 674.121094
	Iteration 36Q: 3 clusters Score -79017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79019.367188 Penalty: 674.121094
	Iteration 37Q: 3 clusters Score -79019.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -79021.210938 Penalty: 674.121094
	Iteration 38Q: 3 clusters Score -79021.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -79024.304688 Penalty: 674.121094
	Iteration 39Q: 3 clusters Score -79024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -79027.195312 Penalty: 674.121094
	Iteration 40F: 3 clusters Score -79027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79028.617188 Penalty: 674.121094
	Iteration 41Q: 3 clusters Score -79028.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79028.804688 Penalty: 674.121094
	Iteration 42Q: 3 clusters Score -79028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79028.804688 Penalty: 674.121094
	Iteration 43F: 3 clusters Score -79028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -47554.820312 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -47554.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46792.480469 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -46792.48 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -47114.875000 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -47114.88 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -47237.246094 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -47237.25 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -47320.085938 Penalty: 625.457886
	Iteration 3F: 3 clusters Score -47320.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -47348.914062 Penalty: 625.457886
	Iteration 4F: 3 clusters Score -47348.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -47359.343750 Penalty: 625.457886
	Iteration 5Q: 3 clusters Score -47359.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -47369.597656 Penalty: 625.457886
	Iteration 6Q: 3 clusters Score -47369.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -47380.058594 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -47380.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47388.167969 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -47388.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -47396.042969 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -47396.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -47406.097656 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -47406.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -47414.730469 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -47414.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -47419.574219 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -47419.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -47422.421875 Penalty: 625.457886
	Iteration 13Q: 3 clusters Score -47422.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47422.964844 Penalty: 625.457886
	Iteration 14Q: 3 clusters Score -47422.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47423.531250 Penalty: 625.457886
	Iteration 15Q: 3 clusters Score -47423.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -47424.714844 Penalty: 625.457886
	Iteration 16Q: 3 clusters Score -47424.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47425.394531 Penalty: 625.457886
	Iteration 17Q: 3 clusters Score -47425.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -47426.523438 Penalty: 625.457886
	Iteration 18Q: 3 clusters Score -47426.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47427.761719 Penalty: 625.457886
	Iteration 19Q: 3 clusters Score -47427.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47431.593750 Penalty: 625.457886
	Iteration 20F: 3 clusters Score -47431.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -47435.757812 Penalty: 625.457886
	Iteration 21Q: 3 clusters Score -47435.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -47441.582031 Penalty: 625.457886
	Iteration 22Q: 3 clusters Score -47441.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47445.855469 Penalty: 625.457886
	Iteration 23Q: 3 clusters Score -47445.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -47447.730469 Penalty: 625.457886
	Iteration 24Q: 3 clusters Score -47447.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -47450.800781 Penalty: 625.457886
	Iteration 25Q: 3 clusters Score -47450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -47451.386719 Penalty: 625.457886
	Iteration 26Q: 3 clusters Score -47451.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -47451.628906 Penalty: 625.457886
	Iteration 27Q: 3 clusters Score -47451.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -47451.953125 Penalty: 625.457886
	Iteration 28Q: 3 clusters Score -47451.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -47453.015625 Penalty: 625.457886
	Iteration 29Q: 3 clusters Score -47453.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -47453.472656 Penalty: 625.457886
	Iteration 30Q: 3 clusters Score -47453.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -47453.632812 Penalty: 625.457886
	Iteration 31Q: 3 clusters Score -47453.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -47453.632812 Penalty: 625.457886
	Iteration 32F: 3 clusters Score -47453.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -43558.066406 Penalty: 299.482147
	Iteration 0F: 2 clusters Score -43558.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -42950.015625 Penalty: 598.964294
	Iteration 0F: 3 clusters Score -42950.02 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43115.128906 Penalty: 598.964294
	Iteration 1F: 3 clusters Score -43115.13 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43152.714844 Penalty: 598.964294
	Iteration 2F: 3 clusters Score -43152.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43184.078125 Penalty: 598.964294
	Iteration 3Q: 3 clusters Score -43184.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43209.453125 Penalty: 598.964294
	Iteration 4F: 3 clusters Score -43209.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43224.562500 Penalty: 598.964294
	Iteration 5Q: 3 clusters Score -43224.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43233.996094 Penalty: 598.964294
	Iteration 6Q: 3 clusters Score -43234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43241.164062 Penalty: 598.964294
	Iteration 7Q: 3 clusters Score -43241.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43247.570312 Penalty: 598.964294
	Iteration 8Q: 3 clusters Score -43247.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43249.160156 Penalty: 598.964294
	Iteration 9Q: 3 clusters Score -43249.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43249.421875 Penalty: 598.964294
	Iteration 10Q: 3 clusters Score -43249.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43249.644531 Penalty: 598.964294
	Iteration 11Q: 3 clusters Score -43249.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43250.023438 Penalty: 598.964294
	Iteration 12Q: 3 clusters Score -43250.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43250.632812 Penalty: 598.964294
	Iteration 13Q: 3 clusters Score -43250.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43250.789062 Penalty: 598.964294
	Iteration 14Q: 3 clusters Score -43250.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43250.789062 Penalty: 598.964294
	Iteration 15F: 3 clusters Score -43250.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -7138.327637 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -7138.328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6918.478516 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -6918.479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7003.899902 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -7003.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7021.204590 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -7021.205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7022.534180 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -7022.534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7022.534180 Penalty: 459.536926
	Iteration 4F: 3 clusters Score -7022.534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -1711.965088 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -1711.965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1555.770142 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -1555.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1623.547974 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -1623.548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1625.135376 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -1625.135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1625.135376 Penalty: 406.397644
	Iteration 3F: 3 clusters Score -1625.135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (8977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Entering Unmasked Estep 
Score: -455215.812500 Penalty: 414.160156
	Iteration 0F: 2 clusters Score -455215.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -449233.468750 Penalty: 828.320312
	Iteration 0F: 3 clusters Score -449233.5 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -451608.218750 Penalty: 828.320312
	Iteration 1F: 3 clusters Score -451608.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -451818.406250 Penalty: 828.320312
	Iteration 2F: 3 clusters Score -451818.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -452123.156250 Penalty: 828.320312
	Iteration 3F: 3 clusters Score -452123.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -452546.625000 Penalty: 828.320312
	Iteration 4F: 3 clusters Score -452546.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -453000.250000 Penalty: 828.320312
	Iteration 5F: 3 clusters Score -453000.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -453371.718750 Penalty: 828.320312
	Iteration 6F: 3 clusters Score -453371.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -453556.531250 Penalty: 828.320312
	Iteration 7Q: 3 clusters Score -453556.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -453677.843750 Penalty: 828.320312
	Iteration 8Q: 3 clusters Score -453677.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -453788.750000 Penalty: 828.320312
	Iteration 9Q: 3 clusters Score -453788.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -453918.593750 Penalty: 828.320312
	Iteration 10Q: 3 clusters Score -453918.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -454054.406250 Penalty: 828.320312
	Iteration 11Q: 3 clusters Score -454054.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -454166.218750 Penalty: 828.320312
	Iteration 12Q: 3 clusters Score -454166.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -454275.156250 Penalty: 828.320312
	Iteration 13Q: 3 clusters Score -454275.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -454382.437500 Penalty: 828.320312
	Iteration 14Q: 3 clusters Score -454382.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -454474.656250 Penalty: 828.320312
	Iteration 15Q: 3 clusters Score -454474.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -454525.031250 Penalty: 828.320312
	Iteration 16Q: 3 clusters Score -454525 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -454553.312500 Penalty: 828.320312
	Iteration 17Q: 3 clusters Score -454553.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -454567.937500 Penalty: 828.320312
	Iteration 18Q: 3 clusters Score -454567.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -454576.906250 Penalty: 828.320312
	Iteration 19Q: 3 clusters Score -454576.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -454588.968750 Penalty: 828.320312
	Iteration 20F: 3 clusters Score -454589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -454591.656250 Penalty: 828.320312
	Iteration 21Q: 3 clusters Score -454591.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -454591.437500 Penalty: 828.320312
	Iteration 22Q: 3 clusters Score -454591.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -454592.187500 Penalty: 828.320312
	Iteration 23Q: 3 clusters Score -454592.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -454593.031250 Penalty: 828.320312
	Iteration 24Q: 3 clusters Score -454593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -454594.750000 Penalty: 828.320312
	Iteration 25Q: 3 clusters Score -454594.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -454594.312500 Penalty: 828.320312
	Iteration 26Q: 3 clusters Score -454594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -454595.718750 Penalty: 828.320312
	Iteration 27Q: 3 clusters Score -454595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -454595.781250 Penalty: 828.320312
	Iteration 28Q: 3 clusters Score -454595.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -454596.343750 Penalty: 828.320312
	Iteration 29Q: 3 clusters Score -454596.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -454596.187500 Penalty: 828.320312
	Iteration 30Q: 3 clusters Score -454596.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -454597.687500 Penalty: 828.320312
	Iteration 31Q: 3 clusters Score -454597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -454597.218750 Penalty: 828.320312
	Iteration 32Q: 3 clusters Score -454597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -454597.375000 Penalty: 828.320312
	Iteration 33Q: 3 clusters Score -454597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -454597.812500 Penalty: 828.320312
	Iteration 34Q: 3 clusters Score -454597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -454597.656250 Penalty: 828.320312
	Iteration 35Q: 3 clusters Score -454597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -454597.468750 Penalty: 828.320312
	Iteration 36Q: 3 clusters Score -454597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -454597.156250 Penalty: 828.320312
	Iteration 37Q: 3 clusters Score -454597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -454597.687500 Penalty: 828.320312
	Iteration 38Q: 3 clusters Score -454597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -454597.531250 Penalty: 828.320312
	Iteration 39Q: 3 clusters Score -454597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -454597.625000 Penalty: 828.320312
	Iteration 40F: 3 clusters Score -454597.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -4151.128906 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -4151.129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3969.165771 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -3969.166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4009.985840 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -4009.986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4012.835205 Penalty: 419.070496
	Iteration 2Q: 3 clusters Score -4012.835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4012.835205 Penalty: 419.070496
	Iteration 3F: 3 clusters Score -4012.835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (104663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Entering Unmasked Estep 
Score: -5216387.500000 Penalty: 525.911804
	Iteration 0F: 2 clusters Score -5216388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -5145605.000000 Penalty: 1051.823608
	Iteration 0F: 3 clusters Score -5145605 nChanged 51274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -5175868.500000 Penalty: 1051.823608
	Iteration 1F: 3 clusters Score -5175868 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -5176519.000000 Penalty: 1051.823608
	Iteration 2Q: 3 clusters Score -5176519 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -5177803.000000 Penalty: 1051.823608
	Iteration 3Q: 3 clusters Score -5177803 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -5180208.500000 Penalty: 1051.823608
	Iteration 4Q: 3 clusters Score -5180208 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -5184468.000000 Penalty: 1051.823608
	Iteration 5F: 3 clusters Score -5184468 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -5190866.500000 Penalty: 1051.823608
	Iteration 6F: 3 clusters Score -5190866 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -5198152.000000 Penalty: 1051.823608
	Iteration 7F: 3 clusters Score -5198152 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5204559.000000 Penalty: 1051.823608
	Iteration 8F: 3 clusters Score -5204559 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5208415.500000 Penalty: 1051.823608
	Iteration 9Q: 3 clusters Score -5208416 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -5210659.500000 Penalty: 1051.823608
	Iteration 10Q: 3 clusters Score -5210660 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -5212328.500000 Penalty: 1051.823608
	Iteration 11Q: 3 clusters Score -5212328 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -5213698.000000 Penalty: 1051.823608
	Iteration 12Q: 3 clusters Score -5213698 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -5214691.000000 Penalty: 1051.823608
	Iteration 13Q: 3 clusters Score -5214691 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -5215347.000000 Penalty: 1051.823608
	Iteration 14Q: 3 clusters Score -5215347 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -5215742.000000 Penalty: 1051.823608
	Iteration 15Q: 3 clusters Score -5215742 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -5215960.500000 Penalty: 1051.823608
	Iteration 16Q: 3 clusters Score -5215960 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -5216113.000000 Penalty: 1051.823608
	Iteration 17Q: 3 clusters Score -5216113 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83265 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -5216176.500000 Penalty: 1051.823608
	Iteration 18Q: 3 clusters Score -5216176 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -5216208.000000 Penalty: 1051.823608
	Iteration 19Q: 3 clusters Score -5216208 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -5216241.500000 Penalty: 1051.823608
	Iteration 20F: 3 clusters Score -5216242 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5216254.000000 Penalty: 1051.823608
	Iteration 21Q: 3 clusters Score -5216254 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82619 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -5216273.500000 Penalty: 1051.823608
	Iteration 22Q: 3 clusters Score -5216274 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -5216282.000000 Penalty: 1051.823608
	Iteration 23Q: 3 clusters Score -5216282 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -5216270.500000 Penalty: 1051.823608
	Iteration 24Q: 3 clusters Score -5216270 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5216271.000000 Penalty: 1051.823608
	Iteration 25Q: 3 clusters Score -5216271 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -5216280.500000 Penalty: 1051.823608
	Iteration 26Q: 3 clusters Score -5216280 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -5216285.500000 Penalty: 1051.823608
	Iteration 27Q: 3 clusters Score -5216286 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -5216271.500000 Penalty: 1051.823608
	Iteration 28Q: 3 clusters Score -5216272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81812 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -5216276.500000 Penalty: 1051.823608
	Iteration 29Q: 3 clusters Score -5216276 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -5216273.000000 Penalty: 1051.823608
	Iteration 30Q: 3 clusters Score -5216273 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -5216275.500000 Penalty: 1051.823608
	Iteration 31Q: 3 clusters Score -5216276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -5216278.500000 Penalty: 1051.823608
	Iteration 32Q: 3 clusters Score -5216278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -5216281.000000 Penalty: 1051.823608
	Iteration 33Q: 3 clusters Score -5216281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5216290.000000 Penalty: 1051.823608
	Iteration 34Q: 3 clusters Score -5216290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5216295.500000 Penalty: 1051.823608
	Iteration 35Q: 3 clusters Score -5216296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -5216294.500000 Penalty: 1051.823608
	Iteration 36Q: 3 clusters Score -5216294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -5216294.500000 Penalty: 1051.823608
	Iteration 37Q: 3 clusters Score -5216294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -5216296.000000 Penalty: 1051.823608
	Iteration 38Q: 3 clusters Score -5216296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -5216291.000000 Penalty: 1051.823608
	Iteration 39Q: 3 clusters Score -5216291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -5216283.000000 Penalty: 1051.823608
	Iteration 40F: 3 clusters Score -5216283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -5216294.000000 Penalty: 1051.823608
	Iteration 41Q: 3 clusters Score -5216294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -5216299.500000 Penalty: 1051.823608
	Iteration 42Q: 3 clusters Score -5216300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -5216289.000000 Penalty: 1051.823608
	Iteration 43Q: 3 clusters Score -5216289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -5216290.000000 Penalty: 1051.823608
	Iteration 44Q: 3 clusters Score -5216290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -5216294.000000 Penalty: 1051.823608
	Iteration 45Q: 3 clusters Score -5216294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -5216301.000000 Penalty: 1051.823608
	Iteration 46Q: 3 clusters Score -5216301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -5216297.500000 Penalty: 1051.823608
	Iteration 47Q: 3 clusters Score -5216298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -5216297.500000 Penalty: 1051.823608
	Iteration 48Q: 3 clusters Score -5216298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -5216299.000000 Penalty: 1051.823608
	Iteration 49Q: 3 clusters Score -5216299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80794 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -5216279.000000 Penalty: 1051.823608
	Iteration 50Q: 3 clusters Score -5216279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -5216273.500000 Penalty: 1051.823608
	Iteration 51Q: 3 clusters Score -5216274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5216274.500000 Penalty: 1051.823608
	Iteration 52Q: 3 clusters Score -5216274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5216274.500000 Penalty: 1051.823608
	Iteration 53Q: 3 clusters Score -5216274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -5216272.500000 Penalty: 1051.823608
	Iteration 54Q: 3 clusters Score -5216272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80665 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -5216270.000000 Penalty: 1051.823608
	Iteration 55Q: 3 clusters Score -5216270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -5216266.000000 Penalty: 1051.823608
	Iteration 56Q: 3 clusters Score -5216266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -5216269.500000 Penalty: 1051.823608
	Iteration 57Q: 3 clusters Score -5216270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -5216275.500000 Penalty: 1051.823608
	Iteration 58Q: 3 clusters Score -5216276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -5216268.000000 Penalty: 1051.823608
	Iteration 59Q: 3 clusters Score -5216268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -5216267.500000 Penalty: 1051.823608
	Iteration 60F: 3 clusters Score -5216268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -5216266.500000 Penalty: 1051.823608
	Iteration 61Q: 3 clusters Score -5216266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -5216263.500000 Penalty: 1051.823608
	Iteration 62Q: 3 clusters Score -5216264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -5216262.500000 Penalty: 1051.823608
	Iteration 63Q: 3 clusters Score -5216262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -5216260.000000 Penalty: 1051.823608
	Iteration 64Q: 3 clusters Score -5216260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80456 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -5216255.500000 Penalty: 1051.823608
	Iteration 65Q: 3 clusters Score -5216256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -5216251.500000 Penalty: 1051.823608
	Iteration 66Q: 3 clusters Score -5216252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -5216256.000000 Penalty: 1051.823608
	Iteration 67Q: 3 clusters Score -5216256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -5216255.500000 Penalty: 1051.823608
	Iteration 68Q: 3 clusters Score -5216256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5216255.500000 Penalty: 1051.823608
	Iteration 69Q: 3 clusters Score -5216256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5216255.500000 Penalty: 1051.823608
	Iteration 70F: 3 clusters Score -5216256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -19173.285156 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -19173.29 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 195 members 
Entering Unmasked Estep 
Score: -18756.341797 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -18756.34 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18854.597656 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -18854.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18893.257812 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -18893.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18917.580078 Penalty: 540.075378
	Iteration 3F: 3 clusters Score -18917.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18928.128906 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -18928.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18932.681641 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -18932.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18937.386719 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -18937.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18940.955078 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -18940.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18943.648438 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -18943.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18945.578125 Penalty: 540.075378
	Iteration 9Q: 3 clusters Score -18945.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18945.578125 Penalty: 540.075378
	Iteration 10F: 3 clusters Score -18945.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -208587.484375 Penalty: 377.515533
	Iteration 0F: 2 clusters Score -208587.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -205831.062500 Penalty: 755.031067
	Iteration 0F: 3 clusters Score -205831.1 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -206753.187500 Penalty: 755.031067
	Iteration 1F: 3 clusters Score -206753.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -206839.859375 Penalty: 755.031067
	Iteration 2F: 3 clusters Score -206839.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -206924.546875 Penalty: 755.031067
	Iteration 3Q: 3 clusters Score -206924.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -207013.281250 Penalty: 755.031067
	Iteration 4Q: 3 clusters Score -207013.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -207104.562500 Penalty: 755.031067
	Iteration 5Q: 3 clusters Score -207104.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -207241.609375 Penalty: 755.031067
	Iteration 6F: 3 clusters Score -207241.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -207420.062500 Penalty: 755.031067
	Iteration 7F: 3 clusters Score -207420.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -207601.968750 Penalty: 755.031067
	Iteration 8F: 3 clusters Score -207602 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -207753.625000 Penalty: 755.031067
	Iteration 9Q: 3 clusters Score -207753.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -207858.750000 Penalty: 755.031067
	Iteration 10Q: 3 clusters Score -207858.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -207933.031250 Penalty: 755.031067
	Iteration 11Q: 3 clusters Score -207933 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -207988.921875 Penalty: 755.031067
	Iteration 12Q: 3 clusters Score -207988.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -208040.125000 Penalty: 755.031067
	Iteration 13Q: 3 clusters Score -208040.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -208085.546875 Penalty: 755.031067
	Iteration 14Q: 3 clusters Score -208085.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -208112.953125 Penalty: 755.031067
	Iteration 15Q: 3 clusters Score -208113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -208142.468750 Penalty: 755.031067
	Iteration 16Q: 3 clusters Score -208142.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -208175.093750 Penalty: 755.031067
	Iteration 17Q: 3 clusters Score -208175.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -208192.093750 Penalty: 755.031067
	Iteration 18Q: 3 clusters Score -208192.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -208201.796875 Penalty: 755.031067
	Iteration 19Q: 3 clusters Score -208201.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -208210.593750 Penalty: 755.031067
	Iteration 20F: 3 clusters Score -208210.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -208218.906250 Penalty: 755.031067
	Iteration 21Q: 3 clusters Score -208218.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -208229.765625 Penalty: 755.031067
	Iteration 22Q: 3 clusters Score -208229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -208236.109375 Penalty: 755.031067
	Iteration 23Q: 3 clusters Score -208236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -208246.109375 Penalty: 755.031067
	Iteration 24Q: 3 clusters Score -208246.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -208255.437500 Penalty: 755.031067
	Iteration 25Q: 3 clusters Score -208255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -208257.906250 Penalty: 755.031067
	Iteration 26Q: 3 clusters Score -208257.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -208257.906250 Penalty: 755.031067
	Iteration 27F: 3 clusters Score -208257.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -47026.593750 Penalty: 310.607819
	Iteration 0F: 2 clusters Score -47026.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -46254.824219 Penalty: 621.215637
	Iteration 0F: 3 clusters Score -46254.82 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -46566.152344 Penalty: 621.215637
	Iteration 1F: 3 clusters Score -46566.15 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -46660.847656 Penalty: 621.215637
	Iteration 2F: 3 clusters Score -46660.85 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -46723.820312 Penalty: 621.215637
	Iteration 3F: 3 clusters Score -46723.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -46759.839844 Penalty: 621.215637
	Iteration 4Q: 3 clusters Score -46759.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -46800.472656 Penalty: 621.215637
	Iteration 5Q: 3 clusters Score -46800.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -46845.976562 Penalty: 621.215637
	Iteration 6Q: 3 clusters Score -46845.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46881.218750 Penalty: 621.215637
	Iteration 7Q: 3 clusters Score -46881.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -46899.152344 Penalty: 621.215637
	Iteration 8Q: 3 clusters Score -46899.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -46906.824219 Penalty: 621.215637
	Iteration 9Q: 3 clusters Score -46906.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -46909.308594 Penalty: 621.215637
	Iteration 10Q: 3 clusters Score -46909.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -46910.636719 Penalty: 621.215637
	Iteration 11Q: 3 clusters Score -46910.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -46911.058594 Penalty: 621.215637
	Iteration 12Q: 3 clusters Score -46911.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -46911.906250 Penalty: 621.215637
	Iteration 13Q: 3 clusters Score -46911.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -46912.902344 Penalty: 621.215637
	Iteration 14Q: 3 clusters Score -46912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -46913.292969 Penalty: 621.215637
	Iteration 15Q: 3 clusters Score -46913.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -46913.449219 Penalty: 621.215637
	Iteration 16Q: 3 clusters Score -46913.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -46913.449219 Penalty: 621.215637
	Iteration 17F: 3 clusters Score -46913.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (61786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Entering Unmasked Estep 
Score: -3169144.750000 Penalty: 501.930176
	Iteration 0F: 2 clusters Score -3169145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -3127507.750000 Penalty: 1003.860352
	Iteration 0F: 3 clusters Score -3127508 nChanged 30046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -3145331.750000 Penalty: 1003.860352
	Iteration 1F: 3 clusters Score -3145332 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3146119.250000 Penalty: 1003.860352
	Iteration 2Q: 3 clusters Score -3146119 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3147397.500000 Penalty: 1003.860352
	Iteration 3Q: 3 clusters Score -3147398 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -3149701.000000 Penalty: 1003.860352
	Iteration 4F: 3 clusters Score -3149701 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3153578.500000 Penalty: 1003.860352
	Iteration 5F: 3 clusters Score -3153578 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3158319.750000 Penalty: 1003.860352
	Iteration 6F: 3 clusters Score -3158320 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3161412.750000 Penalty: 1003.860352
	Iteration 7F: 3 clusters Score -3161413 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3162981.000000 Penalty: 1003.860352
	Iteration 8Q: 3 clusters Score -3162981 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3164157.000000 Penalty: 1003.860352
	Iteration 9Q: 3 clusters Score -3164157 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3165171.500000 Penalty: 1003.860352
	Iteration 10Q: 3 clusters Score -3165172 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3166008.250000 Penalty: 1003.860352
	Iteration 11Q: 3 clusters Score -3166008 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3166580.250000 Penalty: 1003.860352
	Iteration 12Q: 3 clusters Score -3166580 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3166956.750000 Penalty: 1003.860352
	Iteration 13Q: 3 clusters Score -3166957 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3167188.500000 Penalty: 1003.860352
	Iteration 14Q: 3 clusters Score -3167188 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3167298.500000 Penalty: 1003.860352
	Iteration 15Q: 3 clusters Score -3167298 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3167352.750000 Penalty: 1003.860352
	Iteration 16Q: 3 clusters Score -3167353 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3167398.500000 Penalty: 1003.860352
	Iteration 17Q: 3 clusters Score -3167398 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3167418.250000 Penalty: 1003.860352
	Iteration 18Q: 3 clusters Score -3167418 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3167420.500000 Penalty: 1003.860352
	Iteration 19Q: 3 clusters Score -3167420 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3167439.500000 Penalty: 1003.860352
	Iteration 20F: 3 clusters Score -3167440 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3167439.750000 Penalty: 1003.860352
	Iteration 21Q: 3 clusters Score -3167440 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3167443.250000 Penalty: 1003.860352
	Iteration 22Q: 3 clusters Score -3167443 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3167447.500000 Penalty: 1003.860352
	Iteration 23Q: 3 clusters Score -3167448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3167446.000000 Penalty: 1003.860352
	Iteration 24Q: 3 clusters Score -3167446 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -3167440.750000 Penalty: 1003.860352
	Iteration 25Q: 3 clusters Score -3167441 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3167446.750000 Penalty: 1003.860352
	Iteration 26Q: 3 clusters Score -3167447 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3167431.250000 Penalty: 1003.860352
	Iteration 27Q: 3 clusters Score -3167431 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3167426.000000 Penalty: 1003.860352
	Iteration 28Q: 3 clusters Score -3167426 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -3167430.750000 Penalty: 1003.860352
	Iteration 29Q: 3 clusters Score -3167431 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -3167430.250000 Penalty: 1003.860352
	Iteration 30Q: 3 clusters Score -3167430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3167441.000000 Penalty: 1003.860352
	Iteration 31Q: 3 clusters Score -3167441 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3167446.000000 Penalty: 1003.860352
	Iteration 32Q: 3 clusters Score -3167446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3167447.750000 Penalty: 1003.860352
	Iteration 33Q: 3 clusters Score -3167448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -3167439.750000 Penalty: 1003.860352
	Iteration 34Q: 3 clusters Score -3167440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -3167448.000000 Penalty: 1003.860352
	Iteration 35Q: 3 clusters Score -3167448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3167445.500000 Penalty: 1003.860352
	Iteration 36Q: 3 clusters Score -3167446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3167446.250000 Penalty: 1003.860352
	Iteration 37Q: 3 clusters Score -3167446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3167445.250000 Penalty: 1003.860352
	Iteration 38Q: 3 clusters Score -3167445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3167440.750000 Penalty: 1003.860352
	Iteration 39Q: 3 clusters Score -3167441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3167437.000000 Penalty: 1003.860352
	Iteration 40F: 3 clusters Score -3167437 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3167442.250000 Penalty: 1003.860352
	Iteration 41Q: 3 clusters Score -3167442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3167445.000000 Penalty: 1003.860352
	Iteration 42Q: 3 clusters Score -3167445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3167447.500000 Penalty: 1003.860352
	Iteration 43Q: 3 clusters Score -3167448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3167448.250000 Penalty: 1003.860352
	Iteration 44Q: 3 clusters Score -3167448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3167437.250000 Penalty: 1003.860352
	Iteration 45Q: 3 clusters Score -3167437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3167444.500000 Penalty: 1003.860352
	Iteration 46Q: 3 clusters Score -3167444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3167446.500000 Penalty: 1003.860352
	Iteration 47Q: 3 clusters Score -3167446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3167450.250000 Penalty: 1003.860352
	Iteration 48Q: 3 clusters Score -3167450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3167446.500000 Penalty: 1003.860352
	Iteration 49Q: 3 clusters Score -3167446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3167450.250000 Penalty: 1003.860352
	Iteration 50Q: 3 clusters Score -3167450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3167441.750000 Penalty: 1003.860352
	Iteration 51Q: 3 clusters Score -3167442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3167446.500000 Penalty: 1003.860352
	Iteration 52Q: 3 clusters Score -3167446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3167449.000000 Penalty: 1003.860352
	Iteration 53Q: 3 clusters Score -3167449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3167435.000000 Penalty: 1003.860352
	Iteration 54Q: 3 clusters Score -3167435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3167431.750000 Penalty: 1003.860352
	Iteration 55Q: 3 clusters Score -3167432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3167429.250000 Penalty: 1003.860352
	Iteration 56Q: 3 clusters Score -3167429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3167433.250000 Penalty: 1003.860352
	Iteration 57Q: 3 clusters Score -3167433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3167431.000000 Penalty: 1003.860352
	Iteration 58Q: 3 clusters Score -3167431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3167434.000000 Penalty: 1003.860352
	Iteration 59Q: 3 clusters Score -3167434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3167421.250000 Penalty: 1003.860352
	Iteration 60F: 3 clusters Score -3167421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3167414.500000 Penalty: 1003.860352
	Iteration 61Q: 3 clusters Score -3167414 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3167415.750000 Penalty: 1003.860352
	Iteration 62Q: 3 clusters Score -3167416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3167414.750000 Penalty: 1003.860352
	Iteration 63Q: 3 clusters Score -3167415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3167416.500000 Penalty: 1003.860352
	Iteration 64Q: 3 clusters Score -3167416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3167422.250000 Penalty: 1003.860352
	Iteration 65Q: 3 clusters Score -3167422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3167422.250000 Penalty: 1003.860352
	Iteration 66Q: 3 clusters Score -3167422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3167416.750000 Penalty: 1003.860352
	Iteration 67Q: 3 clusters Score -3167417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3167419.500000 Penalty: 1003.860352
	Iteration 68Q: 3 clusters Score -3167420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3167406.500000 Penalty: 1003.860352
	Iteration 69Q: 3 clusters Score -3167406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3167405.250000 Penalty: 1003.860352
	Iteration 70Q: 3 clusters Score -3167405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3167408.750000 Penalty: 1003.860352
	Iteration 71Q: 3 clusters Score -3167409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3167405.000000 Penalty: 1003.860352
	Iteration 72Q: 3 clusters Score -3167405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -3167402.750000 Penalty: 1003.860352
	Iteration 73Q: 3 clusters Score -3167403 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3167401.500000 Penalty: 1003.860352
	Iteration 74Q: 3 clusters Score -3167402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3167412.500000 Penalty: 1003.860352
	Iteration 75Q: 3 clusters Score -3167412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -3167411.250000 Penalty: 1003.860352
	Iteration 76Q: 3 clusters Score -3167411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3167397.500000 Penalty: 1003.860352
	Iteration 77Q: 3 clusters Score -3167398 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3167391.750000 Penalty: 1003.860352
	Iteration 78Q: 3 clusters Score -3167392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3167398.500000 Penalty: 1003.860352
	Iteration 79Q: 3 clusters Score -3167398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3167385.250000 Penalty: 1003.860352
	Iteration 80F: 3 clusters Score -3167385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -3167394.250000 Penalty: 1003.860352
	Iteration 81Q: 3 clusters Score -3167394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3167393.000000 Penalty: 1003.860352
	Iteration 82Q: 3 clusters Score -3167393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3167397.750000 Penalty: 1003.860352
	Iteration 83Q: 3 clusters Score -3167398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3167399.000000 Penalty: 1003.860352
	Iteration 84Q: 3 clusters Score -3167399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3167398.250000 Penalty: 1003.860352
	Iteration 85Q: 3 clusters Score -3167398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3167394.750000 Penalty: 1003.860352
	Iteration 86Q: 3 clusters Score -3167395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3167392.500000 Penalty: 1003.860352
	Iteration 87Q: 3 clusters Score -3167392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3167392.750000 Penalty: 1003.860352
	Iteration 88Q: 3 clusters Score -3167393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3167392.500000 Penalty: 1003.860352
	Iteration 89Q: 3 clusters Score -3167392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3167390.500000 Penalty: 1003.860352
	Iteration 90Q: 3 clusters Score -3167390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -3167390.500000 Penalty: 1003.860352
	Iteration 91F: 3 clusters Score -3167390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -6413.789551 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -6413.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6181.771484 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -6181.771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6244.680176 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -6244.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6281.932617 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -6281.933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6289.499023 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -6289.499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6290.952148 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -6290.952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6298.913574 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -6298.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6302.119629 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -6302.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6302.119629 Penalty: 440.101654
	Iteration 7F: 3 clusters Score -6302.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -62612.789062 Penalty: 323.758972
	Iteration 0F: 2 clusters Score -62612.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -61694.042969 Penalty: 647.517944
	Iteration 0F: 3 clusters Score -61694.04 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61972.484375 Penalty: 647.517944
	Iteration 1F: 3 clusters Score -61972.48 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -62037.042969 Penalty: 647.517944
	Iteration 2F: 3 clusters Score -62037.04 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -62084.300781 Penalty: 647.517944
	Iteration 3F: 3 clusters Score -62084.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -62113.753906 Penalty: 647.517944
	Iteration 4Q: 3 clusters Score -62113.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62138.550781 Penalty: 647.517944
	Iteration 5Q: 3 clusters Score -62138.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62154.167969 Penalty: 647.517944
	Iteration 6Q: 3 clusters Score -62154.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62167.503906 Penalty: 647.517944
	Iteration 7Q: 3 clusters Score -62167.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62179.757812 Penalty: 647.517944
	Iteration 8Q: 3 clusters Score -62179.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62194.296875 Penalty: 647.517944
	Iteration 9Q: 3 clusters Score -62194.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62205.085938 Penalty: 647.517944
	Iteration 10Q: 3 clusters Score -62205.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62214.546875 Penalty: 647.517944
	Iteration 11Q: 3 clusters Score -62214.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62226.574219 Penalty: 647.517944
	Iteration 12Q: 3 clusters Score -62226.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62239.382812 Penalty: 647.517944
	Iteration 13Q: 3 clusters Score -62239.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62253.011719 Penalty: 647.517944
	Iteration 14Q: 3 clusters Score -62253.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62261.144531 Penalty: 647.517944
	Iteration 15Q: 3 clusters Score -62261.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62269.257812 Penalty: 647.517944
	Iteration 16Q: 3 clusters Score -62269.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62273.820312 Penalty: 647.517944
	Iteration 17Q: 3 clusters Score -62273.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62276.644531 Penalty: 647.517944
	Iteration 18Q: 3 clusters Score -62276.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62280.539062 Penalty: 647.517944
	Iteration 19Q: 3 clusters Score -62280.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62286.906250 Penalty: 647.517944
	Iteration 20F: 3 clusters Score -62286.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -62297.085938 Penalty: 647.517944
	Iteration 21Q: 3 clusters Score -62297.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62302.570312 Penalty: 647.517944
	Iteration 22Q: 3 clusters Score -62302.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -62306.238281 Penalty: 647.517944
	Iteration 23Q: 3 clusters Score -62306.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -62310.324219 Penalty: 647.517944
	Iteration 24Q: 3 clusters Score -62310.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -62318.574219 Penalty: 647.517944
	Iteration 25Q: 3 clusters Score -62318.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -62324.535156 Penalty: 647.517944
	Iteration 26Q: 3 clusters Score -62324.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -62327.316406 Penalty: 647.517944
	Iteration 27Q: 3 clusters Score -62327.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -62329.292969 Penalty: 647.517944
	Iteration 28Q: 3 clusters Score -62329.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -62329.992188 Penalty: 647.517944
	Iteration 29Q: 3 clusters Score -62329.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -62329.992188 Penalty: 647.517944
	Iteration 30F: 3 clusters Score -62329.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -20505.433594 Penalty: 273.956573
	Iteration 0F: 2 clusters Score -20505.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20074.701172 Penalty: 547.913147
	Iteration 0F: 3 clusters Score -20074.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20247.519531 Penalty: 547.913147
	Iteration 1F: 3 clusters Score -20247.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20292.882812 Penalty: 547.913147
	Iteration 2F: 3 clusters Score -20292.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20315.945312 Penalty: 547.913147
	Iteration 3F: 3 clusters Score -20315.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20333.009766 Penalty: 547.913147
	Iteration 4Q: 3 clusters Score -20333.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20339.648438 Penalty: 547.913147
	Iteration 5Q: 3 clusters Score -20339.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20343.574219 Penalty: 547.913147
	Iteration 6Q: 3 clusters Score -20343.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20345.066406 Penalty: 547.913147
	Iteration 7Q: 3 clusters Score -20345.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20345.460938 Penalty: 547.913147
	Iteration 8Q: 3 clusters Score -20345.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20347.052734 Penalty: 547.913147
	Iteration 9Q: 3 clusters Score -20347.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20347.052734 Penalty: 547.913147
	Iteration 10F: 3 clusters Score -20347.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (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: -13630.955078 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -13630.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13318.085938 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -13318.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13405.911133 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -13405.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13423.958008 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -13423.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13432.072266 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -13432.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13435.187500 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -13435.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13436.286133 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -13436.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13436.820312 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -13436.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13436.820312 Penalty: 509.118713
	Iteration 7F: 3 clusters Score -13436.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -121862.953125 Penalty: 352.906891
	Iteration 0F: 2 clusters Score -121863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -120202.210938 Penalty: 705.813782
	Iteration 0F: 3 clusters Score -120202.2 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -120757.750000 Penalty: 705.813782
	Iteration 1F: 3 clusters Score -120757.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -120819.000000 Penalty: 705.813782
	Iteration 2F: 3 clusters Score -120819 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -120866.398438 Penalty: 705.813782
	Iteration 3Q: 3 clusters Score -120866.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -120904.273438 Penalty: 705.813782
	Iteration 4Q: 3 clusters Score -120904.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -120942.710938 Penalty: 705.813782
	Iteration 5Q: 3 clusters Score -120942.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -120976.359375 Penalty: 705.813782
	Iteration 6Q: 3 clusters Score -120976.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121010.781250 Penalty: 705.813782
	Iteration 7Q: 3 clusters Score -121010.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -121047.765625 Penalty: 705.813782
	Iteration 8Q: 3 clusters Score -121047.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -121109.835938 Penalty: 705.813782
	Iteration 9Q: 3 clusters Score -121109.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -121177.132812 Penalty: 705.813782
	Iteration 10Q: 3 clusters Score -121177.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -121247.242188 Penalty: 705.813782
	Iteration 11Q: 3 clusters Score -121247.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -121306.304688 Penalty: 705.813782
	Iteration 12Q: 3 clusters Score -121306.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -121364.367188 Penalty: 705.813782
	Iteration 13Q: 3 clusters Score -121364.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -121416.476562 Penalty: 705.813782
	Iteration 14Q: 3 clusters Score -121416.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -121456.937500 Penalty: 705.813782
	Iteration 15Q: 3 clusters Score -121456.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -121481.898438 Penalty: 705.813782
	Iteration 16Q: 3 clusters Score -121481.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -121500.406250 Penalty: 705.813782
	Iteration 17Q: 3 clusters Score -121500.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -121507.710938 Penalty: 705.813782
	Iteration 18Q: 3 clusters Score -121507.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -121517.882812 Penalty: 705.813782
	Iteration 19Q: 3 clusters Score -121517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -121519.750000 Penalty: 705.813782
	Iteration 20F: 3 clusters Score -121519.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -121524.593750 Penalty: 705.813782
	Iteration 21Q: 3 clusters Score -121524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -121527.750000 Penalty: 705.813782
	Iteration 22Q: 3 clusters Score -121527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -121531.226562 Penalty: 705.813782
	Iteration 23Q: 3 clusters Score -121531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -121533.148438 Penalty: 705.813782
	Iteration 24Q: 3 clusters Score -121533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -121536.242188 Penalty: 705.813782
	Iteration 25Q: 3 clusters Score -121536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -121540.429688 Penalty: 705.813782
	Iteration 26Q: 3 clusters Score -121540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -121544.390625 Penalty: 705.813782
	Iteration 27Q: 3 clusters Score -121544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -121549.406250 Penalty: 705.813782
	Iteration 28Q: 3 clusters Score -121549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -121550.992188 Penalty: 705.813782
	Iteration 29Q: 3 clusters Score -121551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -121552.656250 Penalty: 705.813782
	Iteration 30Q: 3 clusters Score -121552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -121556.132812 Penalty: 705.813782
	Iteration 31Q: 3 clusters Score -121556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -121556.132812 Penalty: 705.813782
	Iteration 32F: 3 clusters Score -121556.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -24768.333984 Penalty: 281.190765
	Iteration 0F: 2 clusters Score -24768.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24297.916016 Penalty: 562.381531
	Iteration 0F: 3 clusters Score -24297.92 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24457.980469 Penalty: 562.381531
	Iteration 1F: 3 clusters Score -24457.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24493.937500 Penalty: 562.381531
	Iteration 2F: 3 clusters Score -24493.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24517.673828 Penalty: 562.381531
	Iteration 3Q: 3 clusters Score -24517.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24536.753906 Penalty: 562.381531
	Iteration 4Q: 3 clusters Score -24536.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24546.996094 Penalty: 562.381531
	Iteration 5Q: 3 clusters Score -24547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24551.148438 Penalty: 562.381531
	Iteration 6Q: 3 clusters Score -24551.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24553.013672 Penalty: 562.381531
	Iteration 7Q: 3 clusters Score -24553.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24556.000000 Penalty: 562.381531
	Iteration 8Q: 3 clusters Score -24556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24560.791016 Penalty: 562.381531
	Iteration 9Q: 3 clusters Score -24560.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24564.599609 Penalty: 562.381531
	Iteration 10Q: 3 clusters Score -24564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24568.417969 Penalty: 562.381531
	Iteration 11Q: 3 clusters Score -24568.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24569.707031 Penalty: 562.381531
	Iteration 12Q: 3 clusters Score -24569.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24572.505859 Penalty: 562.381531
	Iteration 13Q: 3 clusters Score -24572.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24574.066406 Penalty: 562.381531
	Iteration 14Q: 3 clusters Score -24574.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24574.798828 Penalty: 562.381531
	Iteration 15Q: 3 clusters Score -24574.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24575.490234 Penalty: 562.381531
	Iteration 16Q: 3 clusters Score -24575.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24575.490234 Penalty: 562.381531
	Iteration 17F: 3 clusters Score -24575.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -20528.919922 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -20528.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20095.904297 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -20095.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20230.966797 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -20230.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20275.941406 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -20275.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20326.662109 Penalty: 549.228821
	Iteration 3F: 3 clusters Score -20326.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20365.976562 Penalty: 549.228821
	Iteration 4F: 3 clusters Score -20365.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20401.212891 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -20401.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20428.914062 Penalty: 549.228821
	Iteration 6Q: 3 clusters Score -20428.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20445.470703 Penalty: 549.228821
	Iteration 7Q: 3 clusters Score -20445.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20454.626953 Penalty: 549.228821
	Iteration 8Q: 3 clusters Score -20454.63 nChanged 7
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: -20461.636719 Penalty: 549.228821
	Iteration 9Q: 3 clusters Score -20461.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20463.322266 Penalty: 549.228821
	Iteration 10Q: 3 clusters Score -20463.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20463.322266 Penalty: 549.228821
	Iteration 11F: 3 clusters Score -20463.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (42316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Entering Unmasked Estep 
Score: -2076964.375000 Penalty: 484.707886
	Iteration 0F: 2 clusters Score -2076964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2048670.625000 Penalty: 969.415771
	Iteration 0F: 3 clusters Score -2048671 nChanged 20425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2060359.375000 Penalty: 969.415771
	Iteration 1F: 3 clusters Score -2060359 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2060634.875000 Penalty: 969.415771
	Iteration 2Q: 3 clusters Score -2060635 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2060990.375000 Penalty: 969.415771
	Iteration 3Q: 3 clusters Score -2060990 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2061474.625000 Penalty: 969.415771
	Iteration 4Q: 3 clusters Score -2061475 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2062260.875000 Penalty: 969.415771
	Iteration 5Q: 3 clusters Score -2062261 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2063574.875000 Penalty: 969.415771
	Iteration 6Q: 3 clusters Score -2063575 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2065866.875000 Penalty: 969.415771
	Iteration 7F: 3 clusters Score -2065867 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2069062.125000 Penalty: 969.415771
	Iteration 8F: 3 clusters Score -2069062 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2071587.250000 Penalty: 969.415771
	Iteration 9F: 3 clusters Score -2071587 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2072887.875000 Penalty: 969.415771
	Iteration 10F: 3 clusters Score -2072888 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2073656.375000 Penalty: 969.415771
	Iteration 11Q: 3 clusters Score -2073656 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2074349.625000 Penalty: 969.415771
	Iteration 12Q: 3 clusters Score -2074350 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2074982.875000 Penalty: 969.415771
	Iteration 13Q: 3 clusters Score -2074983 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2075585.000000 Penalty: 969.415771
	Iteration 14Q: 3 clusters Score -2075585 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2076017.000000 Penalty: 969.415771
	Iteration 15Q: 3 clusters Score -2076017 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2076283.500000 Penalty: 969.415771
	Iteration 16Q: 3 clusters Score -2076284 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2076439.000000 Penalty: 969.415771
	Iteration 17Q: 3 clusters Score -2076439 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2076508.625000 Penalty: 969.415771
	Iteration 18Q: 3 clusters Score -2076509 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2076535.500000 Penalty: 969.415771
	Iteration 19Q: 3 clusters Score -2076536 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2076559.500000 Penalty: 969.415771
	Iteration 20F: 3 clusters Score -2076560 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2076577.000000 Penalty: 969.415771
	Iteration 21Q: 3 clusters Score -2076577 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2076579.000000 Penalty: 969.415771
	Iteration 22Q: 3 clusters Score -2076579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2076588.000000 Penalty: 969.415771
	Iteration 23Q: 3 clusters Score -2076588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2076590.875000 Penalty: 969.415771
	Iteration 24Q: 3 clusters Score -2076591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2076589.500000 Penalty: 969.415771
	Iteration 25Q: 3 clusters Score -2076590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2076586.000000 Penalty: 969.415771
	Iteration 26Q: 3 clusters Score -2076586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2076583.125000 Penalty: 969.415771
	Iteration 27Q: 3 clusters Score -2076583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2076580.625000 Penalty: 969.415771
	Iteration 28Q: 3 clusters Score -2076581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2076582.250000 Penalty: 969.415771
	Iteration 29Q: 3 clusters Score -2076582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2076583.875000 Penalty: 969.415771
	Iteration 30Q: 3 clusters Score -2076584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2076583.750000 Penalty: 969.415771
	Iteration 31Q: 3 clusters Score -2076584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2076588.750000 Penalty: 969.415771
	Iteration 32Q: 3 clusters Score -2076589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2076582.500000 Penalty: 969.415771
	Iteration 33Q: 3 clusters Score -2076582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2076580.125000 Penalty: 969.415771
	Iteration 34Q: 3 clusters Score -2076580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2076580.125000 Penalty: 969.415771
	Iteration 35Q: 3 clusters Score -2076580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2076582.000000 Penalty: 969.415771
	Iteration 36Q: 3 clusters Score -2076582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2076579.875000 Penalty: 969.415771
	Iteration 37Q: 3 clusters Score -2076580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2076579.125000 Penalty: 969.415771
	Iteration 38Q: 3 clusters Score -2076579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2076579.000000 Penalty: 969.415771
	Iteration 39Q: 3 clusters Score -2076579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2076581.125000 Penalty: 969.415771
	Iteration 40F: 3 clusters Score -2076581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2076580.750000 Penalty: 969.415771
	Iteration 41Q: 3 clusters Score -2076581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2076582.500000 Penalty: 969.415771
	Iteration 42Q: 3 clusters Score -2076582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2076583.500000 Penalty: 969.415771
	Iteration 43Q: 3 clusters Score -2076584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2076580.125000 Penalty: 969.415771
	Iteration 44Q: 3 clusters Score -2076580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2076579.500000 Penalty: 969.415771
	Iteration 45Q: 3 clusters Score -2076580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2076581.625000 Penalty: 969.415771
	Iteration 46Q: 3 clusters Score -2076582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2076585.000000 Penalty: 969.415771
	Iteration 47Q: 3 clusters Score -2076585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2076583.500000 Penalty: 969.415771
	Iteration 48Q: 3 clusters Score -2076584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2076580.875000 Penalty: 969.415771
	Iteration 49Q: 3 clusters Score -2076581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2076580.375000 Penalty: 969.415771
	Iteration 50Q: 3 clusters Score -2076580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2076581.875000 Penalty: 969.415771
	Iteration 51Q: 3 clusters Score -2076582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2076583.875000 Penalty: 969.415771
	Iteration 52Q: 3 clusters Score -2076584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2076584.250000 Penalty: 969.415771
	Iteration 53Q: 3 clusters Score -2076584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2076584.875000 Penalty: 969.415771
	Iteration 54Q: 3 clusters Score -2076585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2076583.750000 Penalty: 969.415771
	Iteration 55Q: 3 clusters Score -2076584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2076583.250000 Penalty: 969.415771
	Iteration 56Q: 3 clusters Score -2076583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2076585.000000 Penalty: 969.415771
	Iteration 57Q: 3 clusters Score -2076585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2076585.500000 Penalty: 969.415771
	Iteration 58Q: 3 clusters Score -2076586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2076586.000000 Penalty: 969.415771
	Iteration 59Q: 3 clusters Score -2076586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2076587.750000 Penalty: 969.415771
	Iteration 60F: 3 clusters Score -2076588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2076586.625000 Penalty: 969.415771
	Iteration 61Q: 3 clusters Score -2076587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2076586.625000 Penalty: 969.415771
	Iteration 62F: 3 clusters Score -2076587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (148877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148877 members 
Entering Unmasked Estep 
Score: -7465317.000000 Penalty: 541.944824
	Iteration 0F: 2 clusters Score -7465317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -7365999.000000 Penalty: 1083.889648
	Iteration 0F: 3 clusters Score -7365999 nChanged 72586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -7410303.000000 Penalty: 1083.889648
	Iteration 1F: 3 clusters Score -7410303 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 85121 members 
Entering Unmasked Estep 
Score: -7411926.500000 Penalty: 1083.889648
	Iteration 2Q: 3 clusters Score -7411926 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -7414563.000000 Penalty: 1083.889648
	Iteration 3Q: 3 clusters Score -7414563 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -7419570.500000 Penalty: 1083.889648
	Iteration 4F: 3 clusters Score -7419570 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 110713 members 
Entering Unmasked Estep 
Score: -7428394.000000 Penalty: 1083.889648
	Iteration 5F: 3 clusters Score -7428394 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 123609 members 
Entering Unmasked Estep 
Score: -7440159.000000 Penalty: 1083.889648
	Iteration 6F: 3 clusters Score -7440159 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 134952 members 
Entering Unmasked Estep 
Score: -7451434.500000 Penalty: 1083.889648
	Iteration 7F: 3 clusters Score -7451434 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 142336 members 
Entering Unmasked Estep 
Score: -7458907.500000 Penalty: 1083.889648
	Iteration 8Q: 3 clusters Score -7458908 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 146071 members 
Entering Unmasked Estep 
Score: -7462556.000000 Penalty: 1083.889648
	Iteration 9Q: 3 clusters Score -7462556 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 147641 members 
Entering Unmasked Estep 
Score: -7463931.000000 Penalty: 1083.889648
	Iteration 10Q: 3 clusters Score -7463931 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 148251 members 
Entering Unmasked Estep 
Score: -7464430.500000 Penalty: 1083.889648
	Iteration 11Q: 3 clusters Score -7464430 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 148513 members 
Entering Unmasked Estep 
Score: -7464681.500000 Penalty: 1083.889648
	Iteration 12Q: 3 clusters Score -7464682 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148607 members 
Entering Unmasked Estep 
Score: -7464799.500000 Penalty: 1083.889648
	Iteration 13Q: 3 clusters Score -7464800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 148639 members 
Entering Unmasked Estep 
Score: -7464861.000000 Penalty: 1083.889648
	Iteration 14Q: 3 clusters Score -7464861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 148637 members 
Entering Unmasked Estep 
Score: -7464884.000000 Penalty: 1083.889648
	Iteration 15Q: 3 clusters Score -7464884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 148636 members 
Entering Unmasked Estep 
Score: -7464899.500000 Penalty: 1083.889648
	Iteration 16Q: 3 clusters Score -7464900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 148636 members 
Entering Unmasked Estep 
Score: -7464912.500000 Penalty: 1083.889648
	Iteration 17Q: 3 clusters Score -7464912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 148636 members 
Entering Unmasked Estep 
Score: -7464909.500000 Penalty: 1083.889648
	Iteration 18Q: 3 clusters Score -7464910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 148638 members 
Entering Unmasked Estep 
Score: -7464907.000000 Penalty: 1083.889648
	Iteration 19Q: 3 clusters Score -7464907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -7464900.500000 Penalty: 1083.889648
	Iteration 20F: 3 clusters Score -7464900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 148643 members 
Entering Unmasked Estep 
Score: -7464908.000000 Penalty: 1083.889648
	Iteration 21Q: 3 clusters Score -7464908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 148645 members 
Entering Unmasked Estep 
Score: -7464906.500000 Penalty: 1083.889648
	Iteration 22Q: 3 clusters Score -7464906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 148650 members 
Entering Unmasked Estep 
Score: -7464909.000000 Penalty: 1083.889648
	Iteration 23Q: 3 clusters Score -7464909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 148655 members 
Entering Unmasked Estep 
Score: -7464911.500000 Penalty: 1083.889648
	Iteration 24Q: 3 clusters Score -7464912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 148653 members 
Entering Unmasked Estep 
Score: -7464914.500000 Penalty: 1083.889648
	Iteration 25Q: 3 clusters Score -7464914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 148653 members 
Entering Unmasked Estep 
Score: -7464918.500000 Penalty: 1083.889648
	Iteration 26Q: 3 clusters Score -7464918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 148653 members 
Entering Unmasked Estep 
Score: -7464916.500000 Penalty: 1083.889648
	Iteration 27Q: 3 clusters Score -7464916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 148657 members 
Entering Unmasked Estep 
Score: -7464914.500000 Penalty: 1083.889648
	Iteration 28Q: 3 clusters Score -7464914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 148659 members 
Entering Unmasked Estep 
Score: -7464917.000000 Penalty: 1083.889648
	Iteration 29Q: 3 clusters Score -7464917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 148659 members 
Entering Unmasked Estep 
Score: -7464915.500000 Penalty: 1083.889648
	Iteration 30Q: 3 clusters Score -7464916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148661 members 
Entering Unmasked Estep 
Score: -7464918.500000 Penalty: 1083.889648
	Iteration 31Q: 3 clusters Score -7464918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 148661 members 
Entering Unmasked Estep 
Score: -7464916.500000 Penalty: 1083.889648
	Iteration 32Q: 3 clusters Score -7464916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148662 members 
Entering Unmasked Estep 
Score: -7464921.000000 Penalty: 1083.889648
	Iteration 33Q: 3 clusters Score -7464921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148662 members 
Entering Unmasked Estep 
Score: -7464921.000000 Penalty: 1083.889648
	Iteration 34F: 3 clusters Score -7464921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (117936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117936 members 
Entering Unmasked Estep 
Score: -5973524.000000 Penalty: 531.344360
	Iteration 0F: 2 clusters Score -5973524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -5894150.500000 Penalty: 1062.688721
	Iteration 0F: 3 clusters Score -5894150 nChanged 57665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -5928526.500000 Penalty: 1062.688721
	Iteration 1F: 3 clusters Score -5928526 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -5930215.000000 Penalty: 1062.688721
	Iteration 2Q: 3 clusters Score -5930215 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -5933545.500000 Penalty: 1062.688721
	Iteration 3F: 3 clusters Score -5933546 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -5939464.000000 Penalty: 1062.688721
	Iteration 4F: 3 clusters Score -5939464 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -5947978.000000 Penalty: 1062.688721
	Iteration 5F: 3 clusters Score -5947978 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 93898 members 
Entering Unmasked Estep 
Score: -5957921.500000 Penalty: 1062.688721
	Iteration 6F: 3 clusters Score -5957922 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -5965161.500000 Penalty: 1062.688721
	Iteration 7Q: 3 clusters Score -5965162 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 97173 members 
Entering Unmasked Estep 
Score: -5967848.000000 Penalty: 1062.688721
	Iteration 8Q: 3 clusters Score -5967848 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 97256 members 
Entering Unmasked Estep 
Score: -5969041.000000 Penalty: 1062.688721
	Iteration 9Q: 3 clusters Score -5969041 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -5969771.000000 Penalty: 1062.688721
	Iteration 10Q: 3 clusters Score -5969771 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 97280 members 
Entering Unmasked Estep 
Score: -5970313.500000 Penalty: 1062.688721
	Iteration 11Q: 3 clusters Score -5970314 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -5970676.500000 Penalty: 1062.688721
	Iteration 12Q: 3 clusters Score -5970676 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 96890 members 
Entering Unmasked Estep 
Score: -5970941.500000 Penalty: 1062.688721
	Iteration 13Q: 3 clusters Score -5970942 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -5971208.500000 Penalty: 1062.688721
	Iteration 14Q: 3 clusters Score -5971208 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 96371 members 
Entering Unmasked Estep 
Score: -5971370.000000 Penalty: 1062.688721
	Iteration 15Q: 3 clusters Score -5971370 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -5971462.000000 Penalty: 1062.688721
	Iteration 16Q: 3 clusters Score -5971462 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -5971537.000000 Penalty: 1062.688721
	Iteration 17Q: 3 clusters Score -5971537 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -5971568.000000 Penalty: 1062.688721
	Iteration 18Q: 3 clusters Score -5971568 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 95580 members 
Entering Unmasked Estep 
Score: -5971604.000000 Penalty: 1062.688721
	Iteration 19Q: 3 clusters Score -5971604 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -5971630.000000 Penalty: 1062.688721
	Iteration 20F: 3 clusters Score -5971630 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -5971678.000000 Penalty: 1062.688721
	Iteration 21Q: 3 clusters Score -5971678 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -5971647.500000 Penalty: 1062.688721
	Iteration 22Q: 3 clusters Score -5971648 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -5971685.000000 Penalty: 1062.688721
	Iteration 23Q: 3 clusters Score -5971685 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -5971678.000000 Penalty: 1062.688721
	Iteration 24Q: 3 clusters Score -5971678 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -5971693.000000 Penalty: 1062.688721
	Iteration 25Q: 3 clusters Score -5971693 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -5971671.500000 Penalty: 1062.688721
	Iteration 26Q: 3 clusters Score -5971672 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 94014 members 
Entering Unmasked Estep 
Score: -5971669.500000 Penalty: 1062.688721
	Iteration 27Q: 3 clusters Score -5971670 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -5971650.500000 Penalty: 1062.688721
	Iteration 28Q: 3 clusters Score -5971650 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -5971628.000000 Penalty: 1062.688721
	Iteration 29Q: 3 clusters Score -5971628 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -5971622.000000 Penalty: 1062.688721
	Iteration 30Q: 3 clusters Score -5971622 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 93206 members 
Entering Unmasked Estep 
Score: -5971618.000000 Penalty: 1062.688721
	Iteration 31Q: 3 clusters Score -5971618 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -5971627.500000 Penalty: 1062.688721
	Iteration 32Q: 3 clusters Score -5971628 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 92874 members 
Entering Unmasked Estep 
Score: -5971600.000000 Penalty: 1062.688721
	Iteration 33Q: 3 clusters Score -5971600 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 92694 members 
Entering Unmasked Estep 
Score: -5971612.500000 Penalty: 1062.688721
	Iteration 34Q: 3 clusters Score -5971612 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -5971589.500000 Penalty: 1062.688721
	Iteration 35Q: 3 clusters Score -5971590 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 92316 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 92134 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5971595 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5971586 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5971588 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5971578 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5971563 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5971560 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 91111 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5971544 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5971546 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5971518 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5971529 nChanged 191
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Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5971528 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 90187 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5971560 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5971545 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5971549 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5971557 nChanged 217
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Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5971528 nChanged 200
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Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5971506 nChanged 209
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Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5971510 nChanged 183
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Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5971486 nChanged 185
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Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5971474 nChanged 172
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Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5971474 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5971460 nChanged 145
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Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5971428 nChanged 173
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Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5971452 nChanged 192
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Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5971456 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5971442 nChanged 179
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Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5971431 nChanged 175
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Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5971434 nChanged 172
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Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5971418 nChanged 158
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Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 86876 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5971422 nChanged 145
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Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5971426 nChanged 148
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Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 86459 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5971402 nChanged 139
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Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5971400 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 86208 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5971400 nChanged 106
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Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5971400 nChanged 125
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Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5971388 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 85862 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5971390 nChanged 143
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Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5971364 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5971350 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 85432 members 
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	Iteration 77Q: 3 clusters Score -5971368 nChanged 155
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Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 85277 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5971358 nChanged 190
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Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 85087 members 
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	Iteration 79Q: 3 clusters Score -5971363 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5971350 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5971350 nChanged 179
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Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 84571 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5971338 nChanged 189
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Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 84384 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5971344 nChanged 200
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Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 84184 members 
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	Iteration 84Q: 3 clusters Score -5971310 nChanged 178
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Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 84006 members 
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	Iteration 85Q: 3 clusters Score -5971312 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 83816 members 
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	Iteration 86Q: 3 clusters Score -5971302 nChanged 172
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Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 83644 members 
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	Iteration 87Q: 3 clusters Score -5971282 nChanged 139
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Mstep: Class 1 contains 34431 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5971272 nChanged 143
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Mstep: Class 1 contains 34574 members 
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	Iteration 89Q: 3 clusters Score -5971251 nChanged 136
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Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 83226 members 
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	Iteration 90Q: 3 clusters Score -5971234 nChanged 95
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Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5971222 nChanged 93
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Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 83038 members 
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	Iteration 92Q: 3 clusters Score -5971234 nChanged 87
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Mstep: Class 1 contains 34985 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5971239 nChanged 70
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Mstep: Class 1 contains 35055 members 
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	Iteration 94Q: 3 clusters Score -5971224 nChanged 67
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Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5971214 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5971201 nChanged 81
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Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5971192 nChanged 92
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Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5971198 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5971198 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -5971204.000000 Penalty: 1062.688721
	Iteration 100F: 3 clusters Score -5971204 nChanged 84
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Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5971206 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5971214 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 82140 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5971224 nChanged 114
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Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 82026 members 
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	Iteration 104Q: 3 clusters Score -5971228 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 81918 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5971230 nChanged 91
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Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 81829 members 
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	Iteration 106Q: 3 clusters Score -5971234 nChanged 104
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Mstep: Class 1 contains 36211 members 
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	Iteration 107Q: 3 clusters Score -5971228 nChanged 62
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Mstep: Class 1 contains 36273 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5971218 nChanged 96
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Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5971226 nChanged 93
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Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 81474 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5971237 nChanged 90
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Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5971228 nChanged 105
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Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5971213 nChanged 80
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Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -5971219.500000 Penalty: 1062.688721
	Iteration 113Q: 3 clusters Score -5971220 nChanged 74
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Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 81125 members 
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	Iteration 114Q: 3 clusters Score -5971218 nChanged 78
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Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5971203 nChanged 79
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Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5971189 nChanged 81
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Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5971187 nChanged 80
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Mstep: Class 1 contains 37129 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5971182 nChanged 77
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Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 80730 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5971179 nChanged 89
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Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 80641 members 
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Score: -5971197.500000 Penalty: 1062.688721
	Iteration 120F: 3 clusters Score -5971198 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5971188 nChanged 76
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Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5971194 nChanged 82
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Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 80383 members 
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	Iteration 123Q: 3 clusters Score -5971190 nChanged 73
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Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 80310 members 
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	Iteration 124Q: 3 clusters Score -5971188 nChanged 76
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Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5971184 nChanged 68
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Mstep: Class 2 contains 80166 members 
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	Iteration 126Q: 3 clusters Score -5971190 nChanged 52
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Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5971185 nChanged 47
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	Iteration 128Q: 3 clusters Score -5971182 nChanged 53
Entering Unmasked Mstep 
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	Iteration 200F: 3 clusters Score -5970884 nChanged 805
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	Iteration 206Q: 3 clusters Score -5970899 nChanged 883
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Mstep: Class 2 contains 58157 members 
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	Iteration 208Q: 3 clusters Score -5970932 nChanged 992
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	Iteration 209Q: 3 clusters Score -5970941 nChanged 978
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	Iteration 210Q: 3 clusters Score -5971023 nChanged 1075
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	Iteration 211Q: 3 clusters Score -5971061 nChanged 1108
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	Iteration 213Q: 3 clusters Score -5971216 nChanged 1051
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	Iteration 215Q: 3 clusters Score -5971276 nChanged 997
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	Iteration 216Q: 3 clusters Score -5971348 nChanged 1045
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	Iteration 218Q: 3 clusters Score -5971445 nChanged 850
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	Iteration 219Q: 3 clusters Score -5971496 nChanged 811
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	Iteration 220F: 3 clusters Score -5971556 nChanged 804
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Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5971655 nChanged 688
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Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5971702 nChanged 633
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Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 41590 members 
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	Iteration 225Q: 3 clusters Score -5971747 nChanged 589
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Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 41001 members 
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	Iteration 226Q: 3 clusters Score -5971748 nChanged 631
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Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5971774 nChanged 582
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Mstep: Class 2 contains 39788 members 
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	Iteration 228Q: 3 clusters Score -5971757 nChanged 567
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Mstep: Class 2 contains 39221 members 
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Mstep: Class 1 contains 79240 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 38235 members 
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	Iteration 231Q: 3 clusters Score -5971873 nChanged 432
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Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 37803 members 
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	Iteration 232Q: 3 clusters Score -5971876 nChanged 427
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Mstep: Class 1 contains 80560 members 
Mstep: Class 2 contains 37376 members 
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Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 36965 members 
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Mstep: Class 1 contains 81401 members 
Mstep: Class 2 contains 36535 members 
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Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 36119 members 
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Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 35707 members 
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Mstep: Class 1 contains 82621 members 
Mstep: Class 2 contains 35315 members 
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Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 34914 members 
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Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 34505 members 
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	Iteration 240F: 3 clusters Score -5971809 nChanged 394
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Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 34111 members 
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	Iteration 241Q: 3 clusters Score -5971842 nChanged 459
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Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 33652 members 
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Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 33099 members 
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Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 32630 members 
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	Iteration 244Q: 3 clusters Score -5971816 nChanged 465
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Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 32165 members 
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Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 31722 members 
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	Iteration 246Q: 3 clusters Score -5971805 nChanged 433
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Mstep: Class 1 contains 86647 members 
Mstep: Class 2 contains 31289 members 
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Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 30864 members 
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Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 30397 members 
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Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 29918 members 
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Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 29408 members 
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Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 28867 members 
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Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 28343 members 
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Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 27856 members 
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	Iteration 254Q: 3 clusters Score -5971848 nChanged 464
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Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 27392 members 
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Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 26827 members 
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	Iteration 256Q: 3 clusters Score -5971900 nChanged 575
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Mstep: Class 1 contains 91684 members 
Mstep: Class 2 contains 26252 members 
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	Iteration 257Q: 3 clusters Score -5971930 nChanged 596
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Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 25656 members 
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	Iteration 258Q: 3 clusters Score -5971910 nChanged 577
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Mstep: Class 1 contains 92857 members 
Mstep: Class 2 contains 25079 members 
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	Iteration 259Q: 3 clusters Score -5971892 nChanged 565
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Mstep: Class 1 contains 93422 members 
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	Iteration 260F: 3 clusters Score -5971908 nChanged 568
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Mstep: Class 1 contains 93990 members 
Mstep: Class 2 contains 23946 members 
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	Iteration 261Q: 3 clusters Score -5971940 nChanged 565
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Mstep: Class 1 contains 94555 members 
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	Iteration 262Q: 3 clusters Score -5971924 nChanged 565
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Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 22816 members 
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	Iteration 263Q: 3 clusters Score -5971882 nChanged 497
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Mstep: Class 1 contains 95617 members 
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	Iteration 264Q: 3 clusters Score -5971894 nChanged 551
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Mstep: Class 1 contains 96168 members 
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	Iteration 265Q: 3 clusters Score -5971883 nChanged 522
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Mstep: Class 1 contains 96690 members 
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	Iteration 266Q: 3 clusters Score -5971864 nChanged 519
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Mstep: Class 1 contains 97209 members 
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	Iteration 267Q: 3 clusters Score -5971832 nChanged 495
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Mstep: Class 1 contains 97704 members 
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	Iteration 268Q: 3 clusters Score -5971812 nChanged 497
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Mstep: Class 1 contains 98201 members 
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	Iteration 269Q: 3 clusters Score -5971800 nChanged 517
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	Iteration 270Q: 3 clusters Score -5971825 nChanged 532
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Mstep: Class 1 contains 99250 members 
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	Iteration 271Q: 3 clusters Score -5971846 nChanged 491
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	Iteration 272Q: 3 clusters Score -5971831 nChanged 499
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Mstep: Class 1 contains 100240 members 
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	Iteration 273Q: 3 clusters Score -5971852 nChanged 491
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Mstep: Class 1 contains 100731 members 
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	Iteration 274Q: 3 clusters Score -5971846 nChanged 475
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Mstep: Class 1 contains 101206 members 
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	Iteration 275Q: 3 clusters Score -5971875 nChanged 475
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Mstep: Class 1 contains 101681 members 
Mstep: Class 2 contains 16255 members 
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	Iteration 276Q: 3 clusters Score -5971862 nChanged 529
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Mstep: Class 1 contains 102210 members 
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	Iteration 277Q: 3 clusters Score -5971858 nChanged 477
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Mstep: Class 1 contains 102687 members 
Mstep: Class 2 contains 15249 members 
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	Iteration 278Q: 3 clusters Score -5971872 nChanged 435
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Mstep: Class 1 contains 103122 members 
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	Iteration 279Q: 3 clusters Score -5971897 nChanged 430
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Mstep: Class 1 contains 103552 members 
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	Iteration 280F: 3 clusters Score -5971906 nChanged 419
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Mstep: Class 1 contains 103971 members 
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	Iteration 281Q: 3 clusters Score -5971909 nChanged 386
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Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 13579 members 
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	Iteration 282Q: 3 clusters Score -5971906 nChanged 367
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Mstep: Class 1 contains 104722 members 
Mstep: Class 2 contains 13214 members 
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	Iteration 283Q: 3 clusters Score -5971946 nChanged 381
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Mstep: Class 1 contains 105103 members 
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	Iteration 284Q: 3 clusters Score -5971963 nChanged 380
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	Iteration 285Q: 3 clusters Score -5971976 nChanged 403
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Mstep: Class 1 contains 105886 members 
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	Iteration 286Q: 3 clusters Score -5971976 nChanged 347
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Mstep: Class 1 contains 106233 members 
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	Iteration 287Q: 3 clusters Score -5971994 nChanged 304
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Mstep: Class 2 contains 11399 members 
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	Iteration 288Q: 3 clusters Score -5972010 nChanged 278
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	Iteration 289Q: 3 clusters Score -5972010 nChanged 283
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Mstep: Class 1 contains 107659 members 
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Mstep: Class 1 contains 107950 members 
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	Iteration 293Q: 3 clusters Score -5972078 nChanged 331
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Mstep: Class 1 contains 108281 members 
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	Iteration 294Q: 3 clusters Score -5972082 nChanged 315
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	Iteration 296Q: 3 clusters Score -5972120 nChanged 329
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Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 8660 members 
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	Iteration 297Q: 3 clusters Score -5972127 nChanged 340
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Mstep: Class 2 contains 8320 members 
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	Iteration 298Q: 3 clusters Score -5972109 nChanged 371
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Mstep: Class 1 contains 109987 members 
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	Iteration 299Q: 3 clusters Score -5972134 nChanged 379
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Mstep: Class 2 contains 7574 members 
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	Iteration 300F: 3 clusters Score -5972175 nChanged 425
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Mstep: Class 1 contains 110787 members 
Mstep: Class 2 contains 7149 members 
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	Iteration 301Q: 3 clusters Score -5972213 nChanged 440
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Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 6713 members 
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	Iteration 302Q: 3 clusters Score -5972322 nChanged 481
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Mstep: Class 1 contains 111692 members 
Mstep: Class 2 contains 6244 members 
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	Iteration 303Q: 3 clusters Score -5972412 nChanged 451
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Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 5811 members 
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	Iteration 304Q: 3 clusters Score -5972480 nChanged 435
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Mstep: Class 1 contains 112544 members 
Mstep: Class 2 contains 5392 members 
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	Iteration 305Q: 3 clusters Score -5972580 nChanged 447
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Mstep: Class 1 contains 112969 members 
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	Iteration 306Q: 3 clusters Score -5972702 nChanged 440
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Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 4547 members 
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	Iteration 307Q: 3 clusters Score -5972810 nChanged 428
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Mstep: Class 1 contains 113789 members 
Mstep: Class 2 contains 4147 members 
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	Iteration 308Q: 3 clusters Score -5972938 nChanged 402
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Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 3777 members 
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	Iteration 309Q: 3 clusters Score -5973033 nChanged 360
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Mstep: Class 1 contains 114479 members 
Mstep: Class 2 contains 3457 members 
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	Iteration 310Q: 3 clusters Score -5973129 nChanged 330
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Mstep: Class 1 contains 114785 members 
Mstep: Class 2 contains 3151 members 
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	Iteration 311Q: 3 clusters Score -5973216 nChanged 286
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Mstep: Class 1 contains 115057 members 
Mstep: Class 2 contains 2879 members 
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	Iteration 312Q: 3 clusters Score -5973279 nChanged 242
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Mstep: Class 1 contains 115271 members 
Mstep: Class 2 contains 2665 members 
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	Iteration 313Q: 3 clusters Score -5973313 nChanged 230
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Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5973353.000000 Penalty: 1062.688721
	Iteration 314Q: 3 clusters Score -5973353 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115666 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5973381.000000 Penalty: 1062.688721
	Iteration 315Q: 3 clusters Score -5973381 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115828 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5973439.500000 Penalty: 1062.688721
	Iteration 316Q: 3 clusters Score -5973440 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115968 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5973442.000000 Penalty: 1062.688721
	Iteration 317Q: 3 clusters Score -5973442 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5973471.000000 Penalty: 1062.688721
	Iteration 318Q: 3 clusters Score -5973471 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116189 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5973507.500000 Penalty: 1062.688721
	Iteration 319Q: 3 clusters Score -5973508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116278 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5973528.500000 Penalty: 1062.688721
	Iteration 320F: 3 clusters Score -5973528 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116359 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5973545.000000 Penalty: 1062.688721
	Iteration 321Q: 3 clusters Score -5973545 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116419 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5973557.000000 Penalty: 1062.688721
	Iteration 322Q: 3 clusters Score -5973557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116466 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5973556.500000 Penalty: 1062.688721
	Iteration 323Q: 3 clusters Score -5973556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116504 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5973560.000000 Penalty: 1062.688721
	Iteration 324Q: 3 clusters Score -5973560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116540 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5973567.500000 Penalty: 1062.688721
	Iteration 325Q: 3 clusters Score -5973568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116573 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5973574.500000 Penalty: 1062.688721
	Iteration 326Q: 3 clusters Score -5973574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116594 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5973566.000000 Penalty: 1062.688721
	Iteration 327Q: 3 clusters Score -5973566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116613 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5973572.000000 Penalty: 1062.688721
	Iteration 328Q: 3 clusters Score -5973572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5973576.000000 Penalty: 1062.688721
	Iteration 329Q: 3 clusters Score -5973576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116662 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5973573.500000 Penalty: 1062.688721
	Iteration 330Q: 3 clusters Score -5973574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116683 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5973583.500000 Penalty: 1062.688721
	Iteration 331Q: 3 clusters Score -5973584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5973586.500000 Penalty: 1062.688721
	Iteration 332Q: 3 clusters Score -5973586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5973589.000000 Penalty: 1062.688721
	Iteration 333Q: 3 clusters Score -5973589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116722 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5973590.500000 Penalty: 1062.688721
	Iteration 334Q: 3 clusters Score -5973590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116731 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5973592.000000 Penalty: 1062.688721
	Iteration 335Q: 3 clusters Score -5973592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116740 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5973590.500000 Penalty: 1062.688721
	Iteration 336Q: 3 clusters Score -5973590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116749 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5973592.000000 Penalty: 1062.688721
	Iteration 337Q: 3 clusters Score -5973592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116755 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5973595.500000 Penalty: 1062.688721
	Iteration 338Q: 3 clusters Score -5973596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116760 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5973597.500000 Penalty: 1062.688721
	Iteration 339Q: 3 clusters Score -5973598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116765 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5973595.000000 Penalty: 1062.688721
	Iteration 340F: 3 clusters Score -5973595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116772 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5973599.000000 Penalty: 1062.688721
	Iteration 341Q: 3 clusters Score -5973599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116781 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5973596.500000 Penalty: 1062.688721
	Iteration 342Q: 3 clusters Score -5973596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116791 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5973591.500000 Penalty: 1062.688721
	Iteration 343Q: 3 clusters Score -5973592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116800 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5973590.000000 Penalty: 1062.688721
	Iteration 344Q: 3 clusters Score -5973590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5973582.000000 Penalty: 1062.688721
	Iteration 345Q: 3 clusters Score -5973582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116816 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5973584.500000 Penalty: 1062.688721
	Iteration 346Q: 3 clusters Score -5973584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116817 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5973583.500000 Penalty: 1062.688721
	Iteration 347Q: 3 clusters Score -5973584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116818 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5973583.500000 Penalty: 1062.688721
	Iteration 348Q: 3 clusters Score -5973584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116819 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5973585.000000 Penalty: 1062.688721
	Iteration 349Q: 3 clusters Score -5973585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116819 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5973585.000000 Penalty: 1062.688721
	Iteration 350F: 3 clusters Score -5973585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95589 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 216635 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 56672 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 35945 members 
Mstep: Class 19 contains 68311 members 
Mstep: Class 20 contains 133 members 
Mstep: Class 21 contains 93627 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 45539 members 
Mstep: Class 25 contains 19274 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85655 members 
Mstep: Class 29 contains 30636 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 7985 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114982 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 5116 members 
Mstep: Class 40 contains 184726 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 67343 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4325 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8977 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 104663 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4012 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 61786 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 269 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42316 members 
Mstep: Class 65 contains 148877 members 
Mstep: Class 66 contains 116819 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 422 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6535 members 
Mstep: Class 75 contains 17975 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 183 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 216 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 83 contains 157 members 
Mstep: Class 84 contains 184559 members 
Mstep: Class 85 contains 1299 members 
Mstep: Class 86 contains 1117 members 
Entering Unmasked Estep 
Score: -90717936.000000 Penalty: 56704.578125
Splitting cluster 66 changes total score from -90707232.000000 to -90717936.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 67 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -7310.874023 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -7310.874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7065.362305 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -7065.362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7129.556152 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -7129.556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7163.328613 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -7163.329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7188.764648 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -7188.765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7193.080566 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -7193.081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7204.070312 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -7204.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7208.007812 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -7208.008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7210.409180 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -7210.409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7211.932129 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -7211.932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7211.932129 Penalty: 454.129395
	Iteration 9F: 3 clusters Score -7211.932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -41318.261719 Penalty: 308.589752
	Iteration 0F: 2 clusters Score -41318.26 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 449 members 
Entering Unmasked Estep 
Score: -40606.359375 Penalty: 617.179504
	Iteration 0F: 3 clusters Score -40606.36 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -40985.472656 Penalty: 617.179504
	Iteration 1F: 3 clusters Score -40985.47 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -41103.402344 Penalty: 617.179504
	Iteration 2F: 3 clusters Score -41103.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -41129.890625 Penalty: 617.179504
	Iteration 3Q: 3 clusters Score -41129.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -41138.195312 Penalty: 617.179504
	Iteration 4Q: 3 clusters Score -41138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -41140.433594 Penalty: 617.179504
	Iteration 5Q: 3 clusters Score -41140.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -41145.546875 Penalty: 617.179504
	Iteration 6Q: 3 clusters Score -41145.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -41146.878906 Penalty: 617.179504
	Iteration 7Q: 3 clusters Score -41146.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -41148.007812 Penalty: 617.179504
	Iteration 8Q: 3 clusters Score -41148.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -41148.238281 Penalty: 617.179504
	Iteration 9Q: 3 clusters Score -41148.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -41148.960938 Penalty: 617.179504
	Iteration 10Q: 3 clusters Score -41148.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -41150.187500 Penalty: 617.179504
	Iteration 11Q: 3 clusters Score -41150.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -41153.332031 Penalty: 617.179504
	Iteration 12Q: 3 clusters Score -41153.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -41154.289062 Penalty: 617.179504
	Iteration 13Q: 3 clusters Score -41154.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -41154.445312 Penalty: 617.179504
	Iteration 14Q: 3 clusters Score -41154.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -41154.445312 Penalty: 617.179504
	Iteration 15F: 3 clusters Score -41154.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -18667.367188 Penalty: 275.047729
	Iteration 0F: 2 clusters Score -18667.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18263.169922 Penalty: 550.095459
	Iteration 0F: 3 clusters Score -18263.17 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18477.156250 Penalty: 550.095459
	Iteration 1F: 3 clusters Score -18477.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18565.775391 Penalty: 550.095459
	Iteration 2F: 3 clusters Score -18565.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18608.462891 Penalty: 550.095459
	Iteration 3Q: 3 clusters Score -18608.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18644.425781 Penalty: 550.095459
	Iteration 4Q: 3 clusters Score -18644.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18693.443359 Penalty: 550.095459
	Iteration 5Q: 3 clusters Score -18693.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18724.173828 Penalty: 550.095459
	Iteration 6Q: 3 clusters Score -18724.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18741.681641 Penalty: 550.095459
	Iteration 7Q: 3 clusters Score -18741.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18748.205078 Penalty: 550.095459
	Iteration 8Q: 3 clusters Score -18748.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18748.527344 Penalty: 550.095459
	Iteration 9Q: 3 clusters Score -18748.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18748.527344 Penalty: 550.095459
	Iteration 10F: 3 clusters Score -18748.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95589 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 216635 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 56672 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 35945 members 
Mstep: Class 19 contains 68311 members 
Mstep: Class 20 contains 133 members 
Mstep: Class 21 contains 93627 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 45539 members 
Mstep: Class 25 contains 19274 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85655 members 
Mstep: Class 29 contains 30636 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 7985 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114982 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 5116 members 
Mstep: Class 40 contains 184726 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 67343 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4325 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8977 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 104663 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4012 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 61786 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 269 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42316 members 
Mstep: Class 65 contains 148877 members 
Mstep: Class 66 contains 116819 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 232 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6535 members 
Mstep: Class 75 contains 17975 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 134 members 
Mstep: Class 79 contains 183 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 216 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 83 contains 157 members 
Mstep: Class 84 contains 184559 members 
Mstep: Class 85 contains 1299 members 
Mstep: Class 86 contains 1117 members 
Mstep: Class 87 contains 190 members 
Entering Unmasked Estep 
Score: -90717592.000000 Penalty: 57363.933594
Splitting cluster 69 changes total score from -90707232.000000 to -90717592.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 70 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -5528.485840 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -5528.486 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 56 members 
Entering Unmasked Estep 
Score: -5325.688965 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -5325.689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5377.231934 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -5377.232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5389.248047 Penalty: 430.994049
	Iteration 2F: 3 clusters Score -5389.248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5392.095703 Penalty: 430.994049
	Iteration 3Q: 3 clusters Score -5392.096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5393.833496 Penalty: 430.994049
	Iteration 4Q: 3 clusters Score -5393.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5393.833496 Penalty: 430.994049
	Iteration 5F: 3 clusters Score -5393.833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -7558.819824 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -7558.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7310.520996 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -7310.521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7349.404785 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -7349.405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7359.669434 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -7359.669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7369.913574 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -7369.914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7380.420410 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -7380.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7384.342773 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -7384.343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7384.342773 Penalty: 449.037140
	Iteration 6F: 3 clusters Score -7384.343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -13545.249023 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -13545.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13213.241211 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13213.24 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13346.321289 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13346.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13410.044922 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13410.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13441.824219 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -13441.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13470.527344 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -13470.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13511.285156 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13511.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13512.621094 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13512.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13512.621094 Penalty: 515.012878
	Iteration 7F: 3 clusters Score -13512.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -10613.251953 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -10613.25 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 106 members 
Entering Unmasked Estep 
Score: -10309.699219 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -10309.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10382.439453 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -10382.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10410.381836 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -10410.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10426.217773 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -10426.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10436.349609 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -10436.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10438.841797 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -10438.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10439.971680 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -10439.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10441.115234 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -10441.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10441.115234 Penalty: 485.277405
	Iteration 8F: 3 clusters Score -10441.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -328018.406250 Penalty: 399.714203
	Iteration 0F: 2 clusters Score -328018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -323581.406250 Penalty: 799.428406
	Iteration 0F: 3 clusters Score -323581.4 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -325320.312500 Penalty: 799.428406
	Iteration 1F: 3 clusters Score -325320.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -325484.406250 Penalty: 799.428406
	Iteration 2F: 3 clusters Score -325484.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -325658.093750 Penalty: 799.428406
	Iteration 3F: 3 clusters Score -325658.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -325846.343750 Penalty: 799.428406
	Iteration 4F: 3 clusters Score -325846.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -326050.031250 Penalty: 799.428406
	Iteration 5F: 3 clusters Score -326050 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -326245.281250 Penalty: 799.428406
	Iteration 6F: 3 clusters Score -326245.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -326392.687500 Penalty: 799.428406
	Iteration 7Q: 3 clusters Score -326392.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -326543.968750 Penalty: 799.428406
	Iteration 8Q: 3 clusters Score -326544 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -326689.531250 Penalty: 799.428406
	Iteration 9Q: 3 clusters Score -326689.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -326767.843750 Penalty: 799.428406
	Iteration 10Q: 3 clusters Score -326767.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -326814.656250 Penalty: 799.428406
	Iteration 11Q: 3 clusters Score -326814.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -326853.093750 Penalty: 799.428406
	Iteration 12Q: 3 clusters Score -326853.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -326879.687500 Penalty: 799.428406
	Iteration 13Q: 3 clusters Score -326879.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -326895.000000 Penalty: 799.428406
	Iteration 14Q: 3 clusters Score -326895 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -326905.375000 Penalty: 799.428406
	Iteration 15Q: 3 clusters Score -326905.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -326915.406250 Penalty: 799.428406
	Iteration 16Q: 3 clusters Score -326915.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -326925.062500 Penalty: 799.428406
	Iteration 17Q: 3 clusters Score -326925.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -326930.843750 Penalty: 799.428406
	Iteration 18Q: 3 clusters Score -326930.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -326936.343750 Penalty: 799.428406
	Iteration 19Q: 3 clusters Score -326936.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -326940.125000 Penalty: 799.428406
	Iteration 20F: 3 clusters Score -326940.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -326943.718750 Penalty: 799.428406
	Iteration 21Q: 3 clusters Score -326943.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -326947.500000 Penalty: 799.428406
	Iteration 22Q: 3 clusters Score -326947.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -326951.031250 Penalty: 799.428406
	Iteration 23Q: 3 clusters Score -326951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -326953.562500 Penalty: 799.428406
	Iteration 24Q: 3 clusters Score -326953.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -326957.843750 Penalty: 799.428406
	Iteration 25Q: 3 clusters Score -326957.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -326963.187500 Penalty: 799.428406
	Iteration 26Q: 3 clusters Score -326963.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -326965.875000 Penalty: 799.428406
	Iteration 27Q: 3 clusters Score -326965.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -326970.000000 Penalty: 799.428406
	Iteration 28Q: 3 clusters Score -326970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -326972.593750 Penalty: 799.428406
	Iteration 29Q: 3 clusters Score -326972.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -326975.468750 Penalty: 799.428406
	Iteration 30Q: 3 clusters Score -326975.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -326977.812500 Penalty: 799.428406
	Iteration 31Q: 3 clusters Score -326977.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -326980.156250 Penalty: 799.428406
	Iteration 32Q: 3 clusters Score -326980.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -326982.875000 Penalty: 799.428406
	Iteration 33Q: 3 clusters Score -326982.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -326986.093750 Penalty: 799.428406
	Iteration 34Q: 3 clusters Score -326986.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -326987.687500 Penalty: 799.428406
	Iteration 35Q: 3 clusters Score -326987.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -326990.218750 Penalty: 799.428406
	Iteration 36Q: 3 clusters Score -326990.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -326993.531250 Penalty: 799.428406
	Iteration 37Q: 3 clusters Score -326993.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -326995.312500 Penalty: 799.428406
	Iteration 38Q: 3 clusters Score -326995.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -326997.375000 Penalty: 799.428406
	Iteration 39Q: 3 clusters Score -326997.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -326999.531250 Penalty: 799.428406
	Iteration 40F: 3 clusters Score -326999.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -327001.812500 Penalty: 799.428406
	Iteration 41Q: 3 clusters Score -327001.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -327004.875000 Penalty: 799.428406
	Iteration 42Q: 3 clusters Score -327004.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -327008.375000 Penalty: 799.428406
	Iteration 43Q: 3 clusters Score -327008.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -327010.281250 Penalty: 799.428406
	Iteration 44Q: 3 clusters Score -327010.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -327016.187500 Penalty: 799.428406
	Iteration 45Q: 3 clusters Score -327016.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -327023.468750 Penalty: 799.428406
	Iteration 46Q: 3 clusters Score -327023.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -327033.875000 Penalty: 799.428406
	Iteration 47Q: 3 clusters Score -327033.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -327041.093750 Penalty: 799.428406
	Iteration 48Q: 3 clusters Score -327041.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -327047.562500 Penalty: 799.428406
	Iteration 49Q: 3 clusters Score -327047.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -327053.343750 Penalty: 799.428406
	Iteration 50Q: 3 clusters Score -327053.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -327058.000000 Penalty: 799.428406
	Iteration 51Q: 3 clusters Score -327058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -327062.656250 Penalty: 799.428406
	Iteration 52Q: 3 clusters Score -327062.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -327064.875000 Penalty: 799.428406
	Iteration 53Q: 3 clusters Score -327064.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -327069.125000 Penalty: 799.428406
	Iteration 54Q: 3 clusters Score -327069.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -327074.500000 Penalty: 799.428406
	Iteration 55Q: 3 clusters Score -327074.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -327079.718750 Penalty: 799.428406
	Iteration 56Q: 3 clusters Score -327079.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -327082.187500 Penalty: 799.428406
	Iteration 57Q: 3 clusters Score -327082.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -327083.718750 Penalty: 799.428406
	Iteration 58Q: 3 clusters Score -327083.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -327084.531250 Penalty: 799.428406
	Iteration 59Q: 3 clusters Score -327084.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -327085.437500 Penalty: 799.428406
	Iteration 60F: 3 clusters Score -327085.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -327086.718750 Penalty: 799.428406
	Iteration 61Q: 3 clusters Score -327086.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -327087.625000 Penalty: 799.428406
	Iteration 62Q: 3 clusters Score -327087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -327088.250000 Penalty: 799.428406
	Iteration 63Q: 3 clusters Score -327088.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -327088.875000 Penalty: 799.428406
	Iteration 64Q: 3 clusters Score -327088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -327088.656250 Penalty: 799.428406
	Iteration 65Q: 3 clusters Score -327088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -327088.750000 Penalty: 799.428406
	Iteration 66Q: 3 clusters Score -327088.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -327089.343750 Penalty: 799.428406
	Iteration 67Q: 3 clusters Score -327089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -327089.843750 Penalty: 799.428406
	Iteration 68Q: 3 clusters Score -327089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -327089.593750 Penalty: 799.428406
	Iteration 69Q: 3 clusters Score -327089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -327089.812500 Penalty: 799.428406
	Iteration 70Q: 3 clusters Score -327089.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -327090.343750 Penalty: 799.428406
	Iteration 71Q: 3 clusters Score -327090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -327091.468750 Penalty: 799.428406
	Iteration 72Q: 3 clusters Score -327091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -327090.750000 Penalty: 799.428406
	Iteration 73Q: 3 clusters Score -327090.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -327090.687500 Penalty: 799.428406
	Iteration 74Q: 3 clusters Score -327090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -327090.312500 Penalty: 799.428406
	Iteration 75Q: 3 clusters Score -327090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -327091.125000 Penalty: 799.428406
	Iteration 76Q: 3 clusters Score -327091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -327091.093750 Penalty: 799.428406
	Iteration 77Q: 3 clusters Score -327091.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -327091.593750 Penalty: 799.428406
	Iteration 78Q: 3 clusters Score -327091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -327092.000000 Penalty: 799.428406
	Iteration 79Q: 3 clusters Score -327092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -327091.750000 Penalty: 799.428406
	Iteration 80F: 3 clusters Score -327091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -327091.687500 Penalty: 799.428406
	Iteration 81Q: 3 clusters Score -327091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -327092.531250 Penalty: 799.428406
	Iteration 82Q: 3 clusters Score -327092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -327093.437500 Penalty: 799.428406
	Iteration 83Q: 3 clusters Score -327093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -327092.718750 Penalty: 799.428406
	Iteration 84Q: 3 clusters Score -327092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -327093.562500 Penalty: 799.428406
	Iteration 85Q: 3 clusters Score -327093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -327093.812500 Penalty: 799.428406
	Iteration 86Q: 3 clusters Score -327093.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -327095.312500 Penalty: 799.428406
	Iteration 87Q: 3 clusters Score -327095.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -327097.406250 Penalty: 799.428406
	Iteration 88Q: 3 clusters Score -327097.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -327098.750000 Penalty: 799.428406
	Iteration 89Q: 3 clusters Score -327098.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -327100.281250 Penalty: 799.428406
	Iteration 90Q: 3 clusters Score -327100.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -327101.968750 Penalty: 799.428406
	Iteration 91Q: 3 clusters Score -327102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -327102.531250 Penalty: 799.428406
	Iteration 92Q: 3 clusters Score -327102.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -327103.406250 Penalty: 799.428406
	Iteration 93Q: 3 clusters Score -327103.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -327104.375000 Penalty: 799.428406
	Iteration 94Q: 3 clusters Score -327104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -327104.718750 Penalty: 799.428406
	Iteration 95Q: 3 clusters Score -327104.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -327104.125000 Penalty: 799.428406
	Iteration 96Q: 3 clusters Score -327104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -327105.781250 Penalty: 799.428406
	Iteration 97Q: 3 clusters Score -327105.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -327105.562500 Penalty: 799.428406
	Iteration 98Q: 3 clusters Score -327105.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -327106.687500 Penalty: 799.428406
	Iteration 99Q: 3 clusters Score -327106.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -327106.718750 Penalty: 799.428406
	Iteration 100F: 3 clusters Score -327106.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -327108.062500 Penalty: 799.428406
	Iteration 101Q: 3 clusters Score -327108.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -327109.343750 Penalty: 799.428406
	Iteration 102Q: 3 clusters Score -327109.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -327111.000000 Penalty: 799.428406
	Iteration 103Q: 3 clusters Score -327111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -327111.406250 Penalty: 799.428406
	Iteration 104Q: 3 clusters Score -327111.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -327113.593750 Penalty: 799.428406
	Iteration 105Q: 3 clusters Score -327113.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -327114.937500 Penalty: 799.428406
	Iteration 106Q: 3 clusters Score -327114.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -327115.781250 Penalty: 799.428406
	Iteration 107Q: 3 clusters Score -327115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -327116.375000 Penalty: 799.428406
	Iteration 108Q: 3 clusters Score -327116.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -327116.343750 Penalty: 799.428406
	Iteration 109Q: 3 clusters Score -327116.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -327117.437500 Penalty: 799.428406
	Iteration 110Q: 3 clusters Score -327117.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -327117.468750 Penalty: 799.428406
	Iteration 111Q: 3 clusters Score -327117.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -327119.125000 Penalty: 799.428406
	Iteration 112Q: 3 clusters Score -327119.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -327119.406250 Penalty: 799.428406
	Iteration 113Q: 3 clusters Score -327119.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -327121.531250 Penalty: 799.428406
	Iteration 114Q: 3 clusters Score -327121.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -327122.375000 Penalty: 799.428406
	Iteration 115Q: 3 clusters Score -327122.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -327123.562500 Penalty: 799.428406
	Iteration 116Q: 3 clusters Score -327123.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -327125.406250 Penalty: 799.428406
	Iteration 117Q: 3 clusters Score -327125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -327125.656250 Penalty: 799.428406
	Iteration 118Q: 3 clusters Score -327125.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -327127.437500 Penalty: 799.428406
	Iteration 119Q: 3 clusters Score -327127.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -327129.125000 Penalty: 799.428406
	Iteration 120F: 3 clusters Score -327129.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -327130.187500 Penalty: 799.428406
	Iteration 121Q: 3 clusters Score -327130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -327131.968750 Penalty: 799.428406
	Iteration 122Q: 3 clusters Score -327132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -327133.093750 Penalty: 799.428406
	Iteration 123Q: 3 clusters Score -327133.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -327133.437500 Penalty: 799.428406
	Iteration 124Q: 3 clusters Score -327133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -327134.187500 Penalty: 799.428406
	Iteration 125Q: 3 clusters Score -327134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -327134.843750 Penalty: 799.428406
	Iteration 126Q: 3 clusters Score -327134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -327135.218750 Penalty: 799.428406
	Iteration 127Q: 3 clusters Score -327135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -327135.250000 Penalty: 799.428406
	Iteration 128Q: 3 clusters Score -327135.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -327135.406250 Penalty: 799.428406
	Iteration 129Q: 3 clusters Score -327135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -327135.718750 Penalty: 799.428406
	Iteration 130Q: 3 clusters Score -327135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -327136.406250 Penalty: 799.428406
	Iteration 131Q: 3 clusters Score -327136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -327136.156250 Penalty: 799.428406
	Iteration 132Q: 3 clusters Score -327136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -327136.562500 Penalty: 799.428406
	Iteration 133Q: 3 clusters Score -327136.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -327137.718750 Penalty: 799.428406
	Iteration 134Q: 3 clusters Score -327137.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -327137.593750 Penalty: 799.428406
	Iteration 135Q: 3 clusters Score -327137.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -327137.906250 Penalty: 799.428406
	Iteration 136Q: 3 clusters Score -327137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -327139.500000 Penalty: 799.428406
	Iteration 137Q: 3 clusters Score -327139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -327140.562500 Penalty: 799.428406
	Iteration 138Q: 3 clusters Score -327140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -327139.843750 Penalty: 799.428406
	Iteration 139Q: 3 clusters Score -327139.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -327140.062500 Penalty: 799.428406
	Iteration 140F: 3 clusters Score -327140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -327139.937500 Penalty: 799.428406
	Iteration 141Q: 3 clusters Score -327139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -327139.937500 Penalty: 799.428406
	Iteration 142F: 3 clusters Score -327139.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (17975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Entering Unmasked Estep 
Score: -905548.937500 Penalty: 445.751526
	Iteration 0F: 2 clusters Score -905548.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -893576.437500 Penalty: 891.503052
	Iteration 0F: 3 clusters Score -893576.4 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -898685.250000 Penalty: 891.503052
	Iteration 1F: 3 clusters Score -898685.2 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -899150.687500 Penalty: 891.503052
	Iteration 2F: 3 clusters Score -899150.7 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -899825.125000 Penalty: 891.503052
	Iteration 3F: 3 clusters Score -899825.1 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -900710.312500 Penalty: 891.503052
	Iteration 4F: 3 clusters Score -900710.3 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -901682.500000 Penalty: 891.503052
	Iteration 5F: 3 clusters Score -901682.5 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -902628.625000 Penalty: 891.503052
	Iteration 6F: 3 clusters Score -902628.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -903276.125000 Penalty: 891.503052
	Iteration 7Q: 3 clusters Score -903276.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -903679.875000 Penalty: 891.503052
	Iteration 8Q: 3 clusters Score -903679.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -903968.625000 Penalty: 891.503052
	Iteration 9Q: 3 clusters Score -903968.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -904192.875000 Penalty: 891.503052
	Iteration 10Q: 3 clusters Score -904192.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -904383.125000 Penalty: 891.503052
	Iteration 11Q: 3 clusters Score -904383.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -904559.437500 Penalty: 891.503052
	Iteration 12Q: 3 clusters Score -904559.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -904718.250000 Penalty: 891.503052
	Iteration 13Q: 3 clusters Score -904718.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -904830.312500 Penalty: 891.503052
	Iteration 14Q: 3 clusters Score -904830.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -904940.437500 Penalty: 891.503052
	Iteration 15Q: 3 clusters Score -904940.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -905003.687500 Penalty: 891.503052
	Iteration 16Q: 3 clusters Score -905003.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -905051.125000 Penalty: 891.503052
	Iteration 17Q: 3 clusters Score -905051.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -905088.625000 Penalty: 891.503052
	Iteration 18Q: 3 clusters Score -905088.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -905110.812500 Penalty: 891.503052
	Iteration 19Q: 3 clusters Score -905110.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -905120.125000 Penalty: 891.503052
	Iteration 20F: 3 clusters Score -905120.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -905136.250000 Penalty: 891.503052
	Iteration 21Q: 3 clusters Score -905136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -905140.750000 Penalty: 891.503052
	Iteration 22Q: 3 clusters Score -905140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -905145.312500 Penalty: 891.503052
	Iteration 23Q: 3 clusters Score -905145.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -905149.562500 Penalty: 891.503052
	Iteration 24Q: 3 clusters Score -905149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -905157.375000 Penalty: 891.503052
	Iteration 25Q: 3 clusters Score -905157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -905160.500000 Penalty: 891.503052
	Iteration 26Q: 3 clusters Score -905160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -905160.500000 Penalty: 891.503052
	Iteration 27F: 3 clusters Score -905160.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (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: -11829.561523 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11829.56 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 115 members 
Entering Unmasked Estep 
Score: -11515.858398 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11515.86 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11578.783203 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11578.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11598.374023 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11598.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11626.594727 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -11626.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11637.719727 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11637.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11642.414062 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11642.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11644.411133 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11644.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11644.411133 Penalty: 494.070465
	Iteration 7F: 3 clusters Score -11644.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -22862.105469 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -22862.11 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 233 members 
Entering Unmasked Estep 
Score: -22431.570312 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -22431.57 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22585.369141 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -22585.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22633.699219 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -22633.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22659.457031 Penalty: 557.941589
	Iteration 3F: 3 clusters Score -22659.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22679.839844 Penalty: 557.941589
	Iteration 4Q: 3 clusters Score -22679.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22693.789062 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -22693.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22700.580078 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -22700.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22705.287109 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -22705.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22706.339844 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -22706.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22706.339844 Penalty: 557.941589
	Iteration 9F: 3 clusters Score -22706.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -6289.876953 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -6289.877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6069.362305 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -6069.362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6167.484375 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -6167.484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6194.385742 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -6194.386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6216.490723 Penalty: 445.703430
	Iteration 3F: 3 clusters Score -6216.491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6249.502930 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -6249.503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6297.766602 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -6297.767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6325.459961 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -6325.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6330.248535 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -6330.249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6342.195312 Penalty: 445.703430
	Iteration 8Q: 3 clusters Score -6342.195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6342.195312 Penalty: 445.703430
	Iteration 9F: 3 clusters Score -6342.195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95589 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 216635 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 56672 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 35945 members 
Mstep: Class 19 contains 68311 members 
Mstep: Class 20 contains 133 members 
Mstep: Class 21 contains 93627 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 45539 members 
Mstep: Class 25 contains 19274 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85655 members 
Mstep: Class 29 contains 30636 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 7985 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114982 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 5116 members 
Mstep: Class 40 contains 184726 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 67343 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4325 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8977 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 104663 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4012 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 61786 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 269 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42316 members 
Mstep: Class 65 contains 148877 members 
Mstep: Class 66 contains 116819 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 232 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6535 members 
Mstep: Class 75 contains 17975 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 44 members 
Mstep: Class 79 contains 183 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 216 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 83 contains 157 members 
Mstep: Class 84 contains 184559 members 
Mstep: Class 85 contains 1299 members 
Mstep: Class 86 contains 1117 members 
Mstep: Class 87 contains 190 members 
Mstep: Class 88 contains 90 members 
Entering Unmasked Estep 
Score: -90717144.000000 Penalty: 58023.289062
Splitting cluster 78 changes total score from -90707232.000000 to -90717144.000000
So it's getting split into cluster 88.
Entering ConstructFrom: 
Trying to split cluster 79 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -9869.044922 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -9869.045 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 83 members 
Entering Unmasked Estep 
Score: -9612.532227 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -9612.532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9659.399414 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -9659.399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9664.403320 Penalty: 474.063232
	Iteration 2Q: 3 clusters Score -9664.403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9665.173828 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -9665.174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9667.899414 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -9667.899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9668.569336 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -9668.569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9668.569336 Penalty: 474.063232
	Iteration 6F: 3 clusters Score -9668.569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -7275.584961 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -7275.585 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 68 members 
Entering Unmasked Estep 
Score: -7033.728027 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -7033.728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7070.426758 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -7070.427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7083.307617 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -7083.308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7087.016113 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -7087.016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7089.768555 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -7089.769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7094.379883 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -7094.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7098.346191 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -7098.346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7102.595215 Penalty: 443.642975
	Iteration 7Q: 3 clusters Score -7102.595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7103.054199 Penalty: 443.642975
	Iteration 8Q: 3 clusters Score -7103.054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7103.054199 Penalty: 443.642975
	Iteration 9F: 3 clusters Score -7103.054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 95589 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 216635 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1307 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 56672 members 
Mstep: Class 13 contains 457 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 12291 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 35945 members 
Mstep: Class 19 contains 68311 members 
Mstep: Class 20 contains 133 members 
Mstep: Class 21 contains 93627 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 45539 members 
Mstep: Class 25 contains 19274 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85655 members 
Mstep: Class 29 contains 30636 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 7985 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 429 members 
Mstep: Class 37 contains 114982 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 5116 members 
Mstep: Class 40 contains 184726 members 
Mstep: Class 41 contains 253 members 
Mstep: Class 42 contains 67343 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4325 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 8977 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 104663 members 
Mstep: Class 53 contains 378 members 
Mstep: Class 54 contains 4012 members 
Mstep: Class 55 contains 922 members 
Mstep: Class 56 contains 61786 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 269 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42316 members 
Mstep: Class 65 contains 148877 members 
Mstep: Class 66 contains 116819 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 232 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 207 members 
Mstep: Class 74 contains 6535 members 
Mstep: Class 75 contains 17975 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 44 members 
Mstep: Class 79 contains 183 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 83. Lose 533.234192 but Gain 659.355469
Score: -90724600.000000 Penalty: 57363.933594
Iteration 479Q: 88 clusters Score -9.07246e+07 nChanged 24785
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 96898 members 
Mstep: Class 3 contains 13196 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 216567 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 36971 members 
Mstep: Class 10 contains 1308 members 
Mstep: Class 11 contains 6795 members 
Mstep: Class 12 contains 56705 members 
Mstep: Class 13 contains 456 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 12297 members 
Mstep: Class 16 contains 9401 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 35724 members 
Mstep: Class 19 contains 67938 members 
Mstep: Class 20 contains 150 members 
Mstep: Class 21 contains 93569 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 4283 members 
Mstep: Class 24 contains 48610 members 
Mstep: Class 25 contains 19278 members 
Mstep: Class 26 contains 7251 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85540 members 
Mstep: Class 29 contains 31022 members 
Mstep: Class 30 contains 438 members 
Mstep: Class 31 contains 2472 members 
Mstep: Class 32 contains 8319 members 
Mstep: Class 33 contains 3328 members 
Mstep: Class 34 contains 1835 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 118337 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 4661 members 
Mstep: Class 40 contains 185342 members 
Mstep: Class 41 contains 254 members 
Mstep: Class 42 contains 65922 members 
Mstep: Class 43 contains 177 members 
Mstep: Class 44 contains 4489 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 87 members 
Mstep: Class 50 contains 9469 members 
Mstep: Class 51 contains 100 members 
Mstep: Class 52 contains 102407 members 
Mstep: Class 53 contains 377 members 
Mstep: Class 54 contains 4113 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 63089 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 1227 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 267 members 
Mstep: Class 61 contains 2254 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42475 members 
Mstep: Class 65 contains 150228 members 
Mstep: Class 66 contains 116752 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 882 members 
Mstep: Class 69 contains 237 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6533 members 
Mstep: Class 75 contains 18081 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 78 contains 44 members 
Mstep: Class 79 contains 185 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 229 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 176884 members 
Mstep: Class 85 contains 1265 members 
Mstep: Class 86 contains 1119 members 
Mstep: Class 87 contains 186 members 
Mstep: Class 88 contains 88 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 78. Lose 608.111938 but Gain 659.355469
Score: -90731680.000000 Penalty: 56704.578125
Iteration 480F: 87 clusters Score -9.073168e+07 nChanged 24332
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 97917 members 
Mstep: Class 3 contains 13237 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1579 members 
Mstep: Class 6 contains 1847 members 
Mstep: Class 7 contains 216471 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 36972 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 56700 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 12143 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 196 members 
Mstep: Class 18 contains 35458 members 
Mstep: Class 19 contains 67416 members 
Mstep: Class 20 contains 152 members 
Mstep: Class 21 contains 93503 members 
Mstep: Class 22 contains 1022 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 48604 members 
Mstep: Class 25 contains 19279 members 
Mstep: Class 26 contains 7251 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85373 members 
Mstep: Class 29 contains 31229 members 
Mstep: Class 30 contains 435 members 
Mstep: Class 31 contains 2431 members 
Mstep: Class 32 contains 8537 members 
Mstep: Class 33 contains 3318 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 507 members 
Mstep: Class 37 contains 123332 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 183111 members 
Mstep: Class 41 contains 252 members 
Mstep: Class 42 contains 64566 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 4751 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 9908 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 100254 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 4290 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 65185 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1225 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 264 members 
Mstep: Class 61 contains 2165 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42629 members 
Mstep: Class 65 contains 150411 members 
Mstep: Class 66 contains 116660 members 
Mstep: Class 67 contains 147 members 
Mstep: Class 68 contains 883 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6534 members 
Mstep: Class 75 contains 18285 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 460 members 
Mstep: Class 79 contains 188 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 245 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 174595 members 
Mstep: Class 85 contains 1330 members 
Mstep: Class 86 contains 1254 members 
Mstep: Class 87 contains 187 members 
Mstep: Class 88 contains 97 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90734808.000000 Penalty: 56704.578125
Iteration 481Q: 87 clusters Score -9.073481e+07 nChanged 21621
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98753 members 
Mstep: Class 3 contains 13294 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 1846 members 
Mstep: Class 7 contains 216405 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 36974 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 56652 members 
Mstep: Class 13 contains 448 members 
Mstep: Class 14 contains 5250 members 
Mstep: Class 15 contains 11960 members 
Mstep: Class 16 contains 8774 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 35109 members 
Mstep: Class 19 contains 67043 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93461 members 
Mstep: Class 22 contains 1027 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 48234 members 
Mstep: Class 25 contains 19278 members 
Mstep: Class 26 contains 7250 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85242 members 
Mstep: Class 29 contains 31751 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2391 members 
Mstep: Class 32 contains 8693 members 
Mstep: Class 33 contains 3307 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 509 members 
Mstep: Class 37 contains 128178 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 3933 members 
Mstep: Class 40 contains 180559 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 62999 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5005 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 965 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 10339 members 
Mstep: Class 51 contains 112 members 
Mstep: Class 52 contains 98388 members 
Mstep: Class 53 contains 375 members 
Mstep: Class 54 contains 4497 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 67217 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 263 members 
Mstep: Class 61 contains 2082 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42744 members 
Mstep: Class 65 contains 150307 members 
Mstep: Class 66 contains 116644 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 886 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6534 members 
Mstep: Class 75 contains 18529 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 459 members 
Mstep: Class 79 contains 189 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 247 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 173163 members 
Mstep: Class 85 contains 1364 members 
Mstep: Class 86 contains 1338 members 
Mstep: Class 87 contains 184 members 
Mstep: Class 88 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90736840.000000 Penalty: 56704.578125
Iteration 482Q: 87 clusters Score -9.073684e+07 nChanged 20422
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99383 members 
Mstep: Class 3 contains 13331 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 216339 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 56618 members 
Mstep: Class 13 contains 445 members 
Mstep: Class 14 contains 5235 members 
Mstep: Class 15 contains 11724 members 
Mstep: Class 16 contains 8473 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 34753 members 
Mstep: Class 19 contains 66891 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93399 members 
Mstep: Class 22 contains 1032 members 
Mstep: Class 23 contains 4400 members 
Mstep: Class 24 contains 47575 members 
Mstep: Class 25 contains 19266 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 85102 members 
Mstep: Class 29 contains 32450 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2358 members 
Mstep: Class 32 contains 8791 members 
Mstep: Class 33 contains 3299 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 510 members 
Mstep: Class 37 contains 132931 members 
Mstep: Class 38 contains 1369 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 178012 members 
Mstep: Class 41 contains 248 members 
Mstep: Class 42 contains 61193 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5219 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 965 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 10754 members 
Mstep: Class 51 contains 109 members 
Mstep: Class 52 contains 96616 members 
Mstep: Class 53 contains 373 members 
Mstep: Class 54 contains 4708 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 69258 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1223 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 262 members 
Mstep: Class 61 contains 2022 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 418 members 
Mstep: Class 64 contains 42867 members 
Mstep: Class 65 contains 150159 members 
Mstep: Class 66 contains 116616 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 888 members 
Mstep: Class 69 contains 242 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6533 members 
Mstep: Class 75 contains 18794 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 459 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 247 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 172215 members 
Mstep: Class 85 contains 1397 members 
Mstep: Class 86 contains 1398 members 
Mstep: Class 87 contains 181 members 
Mstep: Class 88 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90737704.000000 Penalty: 56704.578125
Iteration 483Q: 87 clusters Score -9.07377e+07 nChanged 19364
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99832 members 
Mstep: Class 3 contains 13367 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 216279 members 
Mstep: Class 8 contains 2950 members 
Mstep: Class 9 contains 36978 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 56573 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 11513 members 
Mstep: Class 16 contains 8168 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 34381 members 
Mstep: Class 19 contains 66886 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93359 members 
Mstep: Class 22 contains 1039 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 46909 members 
Mstep: Class 25 contains 19263 members 
Mstep: Class 26 contains 7254 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 84970 members 
Mstep: Class 29 contains 33204 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 8848 members 
Mstep: Class 33 contains 3287 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 137693 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 3385 members 
Mstep: Class 40 contains 175665 members 
Mstep: Class 41 contains 248 members 
Mstep: Class 42 contains 59091 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5398 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 963 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11059 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 94982 members 
Mstep: Class 53 contains 372 members 
Mstep: Class 54 contains 4921 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 71120 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1224 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 261 members 
Mstep: Class 61 contains 1976 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 42976 members 
Mstep: Class 65 contains 150009 members 
Mstep: Class 66 contains 116609 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 890 members 
Mstep: Class 69 contains 242 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6532 members 
Mstep: Class 75 contains 19042 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 457 members 
Mstep: Class 79 contains 191 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 171479 members 
Mstep: Class 85 contains 1397 members 
Mstep: Class 86 contains 1442 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90739232.000000 Penalty: 56704.578125
Iteration 484Q: 87 clusters Score -9.073923e+07 nChanged 18788
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100170 members 
Mstep: Class 3 contains 13395 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 216215 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 36976 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 56549 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 5229 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 7865 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 33971 members 
Mstep: Class 19 contains 66958 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 1041 members 
Mstep: Class 23 contains 4471 members 
Mstep: Class 24 contains 46349 members 
Mstep: Class 25 contains 19264 members 
Mstep: Class 26 contains 7253 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 84842 members 
Mstep: Class 29 contains 34057 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 8883 members 
Mstep: Class 33 contains 3294 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 142216 members 
Mstep: Class 38 contains 1370 members 
Mstep: Class 39 contains 3152 members 
Mstep: Class 40 contains 173200 members 
Mstep: Class 41 contains 248 members 
Mstep: Class 42 contains 56939 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5549 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 961 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11293 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 93397 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 5162 members 
Mstep: Class 55 contains 923 members 
Mstep: Class 56 contains 72750 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1227 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1936 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 43104 members 
Mstep: Class 65 contains 149934 members 
Mstep: Class 66 contains 116595 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 891 members 
Mstep: Class 69 contains 243 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6531 members 
Mstep: Class 75 contains 19255 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 457 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 171197 members 
Mstep: Class 85 contains 1398 members 
Mstep: Class 86 contains 1477 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90740224.000000 Penalty: 56704.578125
Iteration 485Q: 87 clusters Score -9.074022e+07 nChanged 18410
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100432 members 
Mstep: Class 3 contains 13400 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 216160 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6725 members 
Mstep: Class 12 contains 56524 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 11072 members 
Mstep: Class 16 contains 7614 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 67124 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93307 members 
Mstep: Class 22 contains 1042 members 
Mstep: Class 23 contains 4500 members 
Mstep: Class 24 contains 45793 members 
Mstep: Class 25 contains 19267 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 84668 members 
Mstep: Class 29 contains 34950 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 8914 members 
Mstep: Class 33 contains 3296 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 146676 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 2933 members 
Mstep: Class 40 contains 170559 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 54898 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5637 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11491 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 91751 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 5421 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 74250 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1229 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1910 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 43213 members 
Mstep: Class 65 contains 150004 members 
Mstep: Class 66 contains 116480 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 243 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6530 members 
Mstep: Class 75 contains 19479 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 457 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 171188 members 
Mstep: Class 85 contains 1404 members 
Mstep: Class 86 contains 1510 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90740744.000000 Penalty: 56704.578125
Iteration 486Q: 87 clusters Score -9.074074e+07 nChanged 18090
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100665 members 
Mstep: Class 3 contains 13413 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 1842 members 
Mstep: Class 7 contains 216111 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 36962 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6710 members 
Mstep: Class 12 contains 56482 members 
Mstep: Class 13 contains 445 members 
Mstep: Class 14 contains 5231 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 7379 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 33072 members 
Mstep: Class 19 contains 67336 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93293 members 
Mstep: Class 22 contains 1042 members 
Mstep: Class 23 contains 4538 members 
Mstep: Class 24 contains 45191 members 
Mstep: Class 25 contains 19270 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 84522 members 
Mstep: Class 29 contains 35856 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2297 members 
Mstep: Class 32 contains 8946 members 
Mstep: Class 33 contains 3311 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3987 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 150997 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 2776 members 
Mstep: Class 40 contains 167913 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 52816 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5695 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11642 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 90135 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 5686 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 75595 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1231 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1900 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 43309 members 
Mstep: Class 65 contains 150143 members 
Mstep: Class 66 contains 116427 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 243 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6530 members 
Mstep: Class 75 contains 19680 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 456 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 171398 members 
Mstep: Class 85 contains 1403 members 
Mstep: Class 86 contains 1543 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90740608.000000 Penalty: 56704.578125
Iteration 487Q: 87 clusters Score -9.074061e+07 nChanged 17675
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100831 members 
Mstep: Class 3 contains 13391 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 1839 members 
Mstep: Class 7 contains 216073 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 36961 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6694 members 
Mstep: Class 12 contains 56436 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 5239 members 
Mstep: Class 15 contains 10687 members 
Mstep: Class 16 contains 7146 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 32524 members 
Mstep: Class 19 contains 67609 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93279 members 
Mstep: Class 22 contains 1042 members 
Mstep: Class 23 contains 4566 members 
Mstep: Class 24 contains 44633 members 
Mstep: Class 25 contains 19271 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 84393 members 
Mstep: Class 29 contains 36735 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2289 members 
Mstep: Class 32 contains 8978 members 
Mstep: Class 33 contains 3311 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3987 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 155217 members 
Mstep: Class 38 contains 1370 members 
Mstep: Class 39 contains 2653 members 
Mstep: Class 40 contains 165240 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 50852 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5703 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11743 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 88504 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 6009 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 76939 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1899 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 43398 members 
Mstep: Class 65 contains 150303 members 
Mstep: Class 66 contains 116414 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 243 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 287 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6528 members 
Mstep: Class 75 contains 19869 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 455 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 171674 members 
Mstep: Class 85 contains 1403 members 
Mstep: Class 86 contains 1579 members 
Mstep: Class 87 contains 180 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742040.000000 Penalty: 56704.578125
Iteration 488Q: 87 clusters Score -9.074204e+07 nChanged 17075
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100963 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 216046 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 36962 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6681 members 
Mstep: Class 12 contains 56397 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 10501 members 
Mstep: Class 16 contains 6926 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 31917 members 
Mstep: Class 19 contains 67985 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93277 members 
Mstep: Class 22 contains 1041 members 
Mstep: Class 23 contains 4600 members 
Mstep: Class 24 contains 44001 members 
Mstep: Class 25 contains 19271 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 84261 members 
Mstep: Class 29 contains 37540 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2283 members 
Mstep: Class 32 contains 9032 members 
Mstep: Class 33 contains 3315 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3987 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 159255 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 2551 members 
Mstep: Class 40 contains 162686 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 48965 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5685 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11832 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 86894 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 6364 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 78334 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 412 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1900 members 
Mstep: Class 62 contains 484 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 43482 members 
Mstep: Class 65 contains 150336 members 
Mstep: Class 66 contains 116504 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 242 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6527 members 
Mstep: Class 75 contains 20057 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 453 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 172020 members 
Mstep: Class 85 contains 1401 members 
Mstep: Class 86 contains 1612 members 
Mstep: Class 87 contains 181 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742424.000000 Penalty: 56704.578125
Iteration 489Q: 87 clusters Score -9.074242e+07 nChanged 16776
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101059 members 
Mstep: Class 3 contains 13242 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 7 contains 216014 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 36960 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6671 members 
Mstep: Class 12 contains 56354 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 5205 members 
Mstep: Class 15 contains 10342 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 31255 members 
Mstep: Class 19 contains 68416 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93277 members 
Mstep: Class 22 contains 1041 members 
Mstep: Class 23 contains 4646 members 
Mstep: Class 24 contains 43400 members 
Mstep: Class 25 contains 19284 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 84097 members 
Mstep: Class 29 contains 38257 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2279 members 
Mstep: Class 32 contains 9088 members 
Mstep: Class 33 contains 3317 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3987 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 163032 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 2517 members 
Mstep: Class 40 contains 160026 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 47157 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5649 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11904 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 85337 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 6747 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 79714 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1919 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 43566 members 
Mstep: Class 65 contains 150389 members 
Mstep: Class 66 contains 116611 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6528 members 
Mstep: Class 75 contains 20192 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 450 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 172627 members 
Mstep: Class 85 contains 1399 members 
Mstep: Class 86 contains 1641 members 
Mstep: Class 87 contains 183 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90743096.000000 Penalty: 56704.578125
Iteration 490Q: 87 clusters Score -9.07431e+07 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101089 members 
Mstep: Class 3 contains 13167 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 1821 members 
Mstep: Class 7 contains 216005 members 
Mstep: Class 8 contains 3456 members 
Mstep: Class 9 contains 36967 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 56303 members 
Mstep: Class 13 contains 442 members 
Mstep: Class 14 contains 5200 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 6531 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 30628 members 
Mstep: Class 19 contains 68807 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93291 members 
Mstep: Class 22 contains 1040 members 
Mstep: Class 23 contains 4685 members 
Mstep: Class 24 contains 43024 members 
Mstep: Class 25 contains 19287 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 83966 members 
Mstep: Class 29 contains 38667 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2277 members 
Mstep: Class 32 contains 9125 members 
Mstep: Class 33 contains 3312 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3987 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 166809 members 
Mstep: Class 38 contains 1373 members 
Mstep: Class 39 contains 2487 members 
Mstep: Class 40 contains 156924 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 45511 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5616 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11945 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 83846 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 7170 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 81131 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1234 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1928 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 43634 members 
Mstep: Class 65 contains 150371 members 
Mstep: Class 66 contains 116740 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6528 members 
Mstep: Class 75 contains 20339 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 448 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 173438 members 
Mstep: Class 85 contains 1397 members 
Mstep: Class 86 contains 1670 members 
Mstep: Class 87 contains 183 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90744592.000000 Penalty: 56704.578125
Iteration 491Q: 87 clusters Score -9.074459e+07 nChanged 17110
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101048 members 
Mstep: Class 3 contains 13095 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 1818 members 
Mstep: Class 7 contains 216063 members 
Mstep: Class 8 contains 3520 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 56288 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 5197 members 
Mstep: Class 15 contains 10445 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 30128 members 
Mstep: Class 19 contains 69048 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93317 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 42757 members 
Mstep: Class 25 contains 19295 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 83937 members 
Mstep: Class 29 contains 38579 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2274 members 
Mstep: Class 32 contains 9162 members 
Mstep: Class 33 contains 3311 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3987 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 170425 members 
Mstep: Class 38 contains 1376 members 
Mstep: Class 39 contains 2445 members 
Mstep: Class 40 contains 153447 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 44005 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5559 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11945 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 82333 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 7580 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 82507 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1235 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1929 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 43726 members 
Mstep: Class 65 contains 150426 members 
Mstep: Class 66 contains 117002 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6528 members 
Mstep: Class 75 contains 20442 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 447 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 174697 members 
Mstep: Class 85 contains 1398 members 
Mstep: Class 86 contains 1704 members 
Mstep: Class 87 contains 183 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90746512.000000 Penalty: 56704.578125
Iteration 492Q: 87 clusters Score -9.074651e+07 nChanged 17022
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100970 members 
Mstep: Class 3 contains 12987 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 1812 members 
Mstep: Class 7 contains 216126 members 
Mstep: Class 8 contains 3564 members 
Mstep: Class 9 contains 36988 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 56295 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 5199 members 
Mstep: Class 15 contains 10688 members 
Mstep: Class 16 contains 6194 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 29763 members 
Mstep: Class 19 contains 69172 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93343 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 42828 members 
Mstep: Class 25 contains 19297 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 83924 members 
Mstep: Class 29 contains 38016 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2271 members 
Mstep: Class 32 contains 9202 members 
Mstep: Class 33 contains 3315 members 
Mstep: Class 34 contains 1834 members 
Mstep: Class 35 contains 3986 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 173882 members 
Mstep: Class 38 contains 1379 members 
Mstep: Class 39 contains 2419 members 
Mstep: Class 40 contains 149747 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 42740 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5501 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11902 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 80827 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 7930 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 83805 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1233 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1926 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 43816 members 
Mstep: Class 65 contains 150493 members 
Mstep: Class 66 contains 117268 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6529 members 
Mstep: Class 75 contains 20529 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 447 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 176291 members 
Mstep: Class 85 contains 1398 members 
Mstep: Class 86 contains 1729 members 
Mstep: Class 87 contains 183 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90748400.000000 Penalty: 56704.578125
Iteration 493Q: 87 clusters Score -9.07484e+07 nChanged 17018
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100869 members 
Mstep: Class 3 contains 12866 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 7 contains 216227 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 36996 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6653 members 
Mstep: Class 12 contains 56286 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 5205 members 
Mstep: Class 15 contains 11005 members 
Mstep: Class 16 contains 6054 members 
Mstep: Class 17 contains 217 members 
Mstep: Class 18 contains 29487 members 
Mstep: Class 19 contains 69231 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93382 members 
Mstep: Class 22 contains 1037 members 
Mstep: Class 23 contains 4748 members 
Mstep: Class 24 contains 43183 members 
Mstep: Class 25 contains 19289 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 83904 members 
Mstep: Class 29 contains 37041 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 9232 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 176711 members 
Mstep: Class 38 contains 1378 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 146263 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 41626 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5459 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11839 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 79286 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 8229 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 85122 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1915 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 43932 members 
Mstep: Class 65 contains 150549 members 
Mstep: Class 66 contains 117472 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6529 members 
Mstep: Class 75 contains 20611 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 448 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 178360 members 
Mstep: Class 85 contains 1399 members 
Mstep: Class 86 contains 1749 members 
Mstep: Class 87 contains 183 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90749392.000000 Penalty: 56704.578125
Iteration 494Q: 87 clusters Score -9.074939e+07 nChanged 17254
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100753 members 
Mstep: Class 3 contains 12728 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 1799 members 
Mstep: Class 7 contains 216296 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 37002 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6651 members 
Mstep: Class 12 contains 56305 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 5192 members 
Mstep: Class 15 contains 11377 members 
Mstep: Class 16 contains 5898 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 29287 members 
Mstep: Class 19 contains 69199 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93431 members 
Mstep: Class 22 contains 1037 members 
Mstep: Class 23 contains 4774 members 
Mstep: Class 24 contains 43890 members 
Mstep: Class 25 contains 19292 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 83834 members 
Mstep: Class 29 contains 35587 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2263 members 
Mstep: Class 32 contains 9261 members 
Mstep: Class 33 contains 3328 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 178579 members 
Mstep: Class 38 contains 1378 members 
Mstep: Class 39 contains 2318 members 
Mstep: Class 40 contains 143262 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 40700 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5428 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11754 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 77739 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 8469 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 86454 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1907 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 44049 members 
Mstep: Class 65 contains 150629 members 
Mstep: Class 66 contains 117581 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6529 members 
Mstep: Class 75 contains 20687 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 448 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 181023 members 
Mstep: Class 85 contains 1398 members 
Mstep: Class 86 contains 1782 members 
Mstep: Class 87 contains 182 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90749696.000000 Penalty: 56704.578125
Iteration 495Q: 87 clusters Score -9.07497e+07 nChanged 17271
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100568 members 
Mstep: Class 3 contains 12602 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1557 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 216363 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 37000 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6651 members 
Mstep: Class 12 contains 56299 members 
Mstep: Class 13 contains 442 members 
Mstep: Class 14 contains 5191 members 
Mstep: Class 15 contains 11756 members 
Mstep: Class 16 contains 5749 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 29129 members 
Mstep: Class 19 contains 69123 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93477 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 44912 members 
Mstep: Class 25 contains 19293 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 83715 members 
Mstep: Class 29 contains 33721 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2263 members 
Mstep: Class 32 contains 9295 members 
Mstep: Class 33 contains 3330 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 179285 members 
Mstep: Class 38 contains 1378 members 
Mstep: Class 39 contains 2234 members 
Mstep: Class 40 contains 141138 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 39888 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5387 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11672 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 76194 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 8689 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 87797 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1900 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 44173 members 
Mstep: Class 65 contains 150680 members 
Mstep: Class 66 contains 117598 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6529 members 
Mstep: Class 75 contains 20737 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 448 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 184261 members 
Mstep: Class 85 contains 1398 members 
Mstep: Class 86 contains 1818 members 
Mstep: Class 87 contains 182 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90749288.000000 Penalty: 56704.578125
Iteration 496Q: 87 clusters Score -9.074929e+07 nChanged 17296
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100344 members 
Mstep: Class 3 contains 12479 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1552 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 216391 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 36997 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 56295 members 
Mstep: Class 13 contains 443 members 
Mstep: Class 14 contains 5187 members 
Mstep: Class 15 contains 12088 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 28999 members 
Mstep: Class 19 contains 69042 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93505 members 
Mstep: Class 22 contains 1039 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 46440 members 
Mstep: Class 25 contains 19281 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 83628 members 
Mstep: Class 29 contains 31501 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2261 members 
Mstep: Class 32 contains 9325 members 
Mstep: Class 33 contains 3336 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 178648 members 
Mstep: Class 38 contains 1377 members 
Mstep: Class 39 contains 2132 members 
Mstep: Class 40 contains 139856 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 39177 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5335 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11604 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 74696 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 8868 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 89085 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1911 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 44281 members 
Mstep: Class 65 contains 150682 members 
Mstep: Class 66 contains 117444 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6529 members 
Mstep: Class 75 contains 20791 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 448 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 188145 members 
Mstep: Class 85 contains 1397 members 
Mstep: Class 86 contains 1852 members 
Mstep: Class 87 contains 182 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90747688.000000 Penalty: 56704.578125
Iteration 497Q: 87 clusters Score -9.074769e+07 nChanged 17191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 100113 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1553 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 216392 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 36992 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 56299 members 
Mstep: Class 13 contains 445 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 15 contains 12321 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 28854 members 
Mstep: Class 19 contains 68952 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93523 members 
Mstep: Class 22 contains 1040 members 
Mstep: Class 23 contains 4859 members 
Mstep: Class 24 contains 48381 members 
Mstep: Class 25 contains 19274 members 
Mstep: Class 26 contains 7253 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 83504 members 
Mstep: Class 29 contains 28961 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2262 members 
Mstep: Class 32 contains 9362 members 
Mstep: Class 33 contains 3341 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 176832 members 
Mstep: Class 38 contains 1378 members 
Mstep: Class 39 contains 2027 members 
Mstep: Class 40 contains 139486 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 38427 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5292 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11574 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 73283 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 8917 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 90280 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1933 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 44410 members 
Mstep: Class 65 contains 150628 members 
Mstep: Class 66 contains 117222 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6529 members 
Mstep: Class 75 contains 20838 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 448 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 192610 members 
Mstep: Class 85 contains 1397 members 
Mstep: Class 86 contains 1899 members 
Mstep: Class 87 contains 182 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90745656.000000 Penalty: 56704.578125
Iteration 498Q: 87 clusters Score -9.074566e+07 nChanged 17495
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99766 members 
Mstep: Class 3 contains 12276 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1555 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 216391 members 
Mstep: Class 8 contains 3701 members 
Mstep: Class 9 contains 36992 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6603 members 
Mstep: Class 12 contains 56304 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 15 contains 12459 members 
Mstep: Class 16 contains 5348 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 28690 members 
Mstep: Class 19 contains 68881 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93537 members 
Mstep: Class 22 contains 1041 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 50770 members 
Mstep: Class 25 contains 19266 members 
Mstep: Class 26 contains 7253 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 83365 members 
Mstep: Class 29 contains 26193 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2263 members 
Mstep: Class 32 contains 9407 members 
Mstep: Class 33 contains 3338 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 3984 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 174277 members 
Mstep: Class 38 contains 1377 members 
Mstep: Class 39 contains 1927 members 
Mstep: Class 40 contains 139733 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 37670 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5248 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11630 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 71882 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 8787 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 91472 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1949 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 44541 members 
Mstep: Class 65 contains 150535 members 
Mstep: Class 66 contains 116882 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6529 members 
Mstep: Class 75 contains 20894 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 448 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 197438 members 
Mstep: Class 85 contains 1397 members 
Mstep: Class 86 contains 1937 members 
Mstep: Class 87 contains 182 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742928.000000 Penalty: 56704.578125
Iteration 499Q: 87 clusters Score -9.074293e+07 nChanged 17854
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 99386 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 64 members 
Mstep: Class 5 contains 1553 members 
Mstep: Class 6 contains 1765 members 
Mstep: Class 7 contains 216383 members 
Mstep: Class 8 contains 3701 members 
Mstep: Class 9 contains 36991 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 56301 members 
Mstep: Class 13 contains 447 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 12509 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 28477 members 
Mstep: Class 19 contains 68739 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 93551 members 
Mstep: Class 22 contains 1041 members 
Mstep: Class 23 contains 4888 members 
Mstep: Class 24 contains 53550 members 
Mstep: Class 25 contains 19260 members 
Mstep: Class 26 contains 7253 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 83241 members 
Mstep: Class 29 contains 23399 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 9449 members 
Mstep: Class 33 contains 3331 members 
Mstep: Class 34 contains 1833 members 
Mstep: Class 35 contains 3984 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 171523 members 
Mstep: Class 38 contains 1378 members 
Mstep: Class 39 contains 1829 members 
Mstep: Class 40 contains 140338 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 36883 members 
Mstep: Class 43 contains 176 members 
Mstep: Class 44 contains 5183 members 
Mstep: Class 45 contains 1649 members 
Mstep: Class 46 contains 959 members 
Mstep: Class 47 contains 722 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 84 members 
Mstep: Class 50 contains 11771 members 
Mstep: Class 51 contains 105 members 
Mstep: Class 52 contains 70552 members 
Mstep: Class 53 contains 369 members 
Mstep: Class 54 contains 8443 members 
Mstep: Class 55 contains 924 members 
Mstep: Class 56 contains 92585 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 1232 members 
Mstep: Class 59 contains 413 members 
Mstep: Class 60 contains 260 members 
Mstep: Class 61 contains 1952 members 
Mstep: Class 62 contains 485 members 
Mstep: Class 63 contains 419 members 
Mstep: Class 64 contains 44670 members 
Mstep: Class 65 contains 150415 members 
Mstep: Class 66 contains 116502 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 892 members 
Mstep: Class 69 contains 240 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 289 members 
Mstep: Class 73 contains 208 members 
Mstep: Class 74 contains 6530 members 
Mstep: Class 75 contains 20953 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 448 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 246 members 
Mstep: Class 82 contains 174 members 
Mstep: Class 84 contains 202178 members 
Mstep: Class 85 contains 1401 members 
Mstep: Class 86 contains 1973 members 
Mstep: Class 87 contains 182 members 
Mstep: Class 88 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742016.000000 Penalty: 56704.578125
Iteration 500F: 87 clusters Score -9.074202e+07 nChanged 24146
Maximum iterations exceeded
21->87 Clusters: Score -90742016.000000, best is -90812800.000000

Starting from 22 clusters...
--- Clustering full data set of 1965645 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93664 members 
Mstep: Class 2 contains 93319 members 
Mstep: Class 3 contains 93457 members 
Mstep: Class 4 contains 93360 members 
Mstep: Class 5 contains 93977 members 
Mstep: Class 6 contains 93853 members 
Mstep: Class 7 contains 93336 members 
Mstep: Class 8 contains 93226 members 
Mstep: Class 9 contains 93066 members 
Mstep: Class 10 contains 93562 members 
Mstep: Class 11 contains 93504 members 
Mstep: Class 12 contains 94073 members 
Mstep: Class 13 contains 93558 members 
Mstep: Class 14 contains 94146 members 
Mstep: Class 15 contains 94130 members 
Mstep: Class 16 contains 93526 members 
Mstep: Class 17 contains 93821 members 
Mstep: Class 18 contains 93640 members 
Mstep: Class 19 contains 93291 members 
Mstep: Class 20 contains 93913 members 
Mstep: Class 21 contains 93223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 77.641258 but Gain 659.355469
Score: -81620608.000000 Penalty: 13187.111328
Iteration 0F: 21 clusters Score -8.162061e+07 nChanged 1872114
Entering Unmasked Mstep 
Mstep: Class 0 contains 9437 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 59406 members 
Mstep: Class 3 contains 142660 members 
Mstep: Class 4 contains 124210 members 
Mstep: Class 5 contains 6861 members 
Mstep: Class 6 contains 40769 members 
Mstep: Class 7 contains 44493 members 
Mstep: Class 8 contains 728349 members 
Mstep: Class 9 contains 134010 members 
Mstep: Class 10 contains 20895 members 
Mstep: Class 11 contains 17042 members 
Mstep: Class 12 contains 19220 members 
Mstep: Class 13 contains 21804 members 
Mstep: Class 14 contains 65233 members 
Mstep: Class 15 contains 138812 members 
Mstep: Class 16 contains 74272 members 
Mstep: Class 18 contains 170173 members 
Mstep: Class 19 contains 27955 members 
Mstep: Class 20 contains 115094 members 
Mstep: Class 21 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411632.000000 Penalty: 13187.111328
Iteration 1F: 21 clusters Score -8.741163e+07 nChanged 797851
Entering Unmasked Mstep 
Mstep: Class 0 contains 3079 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 70396 members 
Mstep: Class 3 contains 111444 members 
Mstep: Class 4 contains 117685 members 
Mstep: Class 5 contains 2494 members 
Mstep: Class 6 contains 22004 members 
Mstep: Class 7 contains 24969 members 
Mstep: Class 8 contains 774261 members 
Mstep: Class 9 contains 117417 members 
Mstep: Class 10 contains 16787 members 
Mstep: Class 11 contains 7602 members 
Mstep: Class 12 contains 6620 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 55362 members 
Mstep: Class 15 contains 206633 members 
Mstep: Class 16 contains 39251 members 
Mstep: Class 18 contains 248751 members 
Mstep: Class 19 contains 16103 members 
Mstep: Class 20 contains 97656 members 
Mstep: Class 21 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88391624.000000 Penalty: 13187.111328
Iteration 2F: 21 clusters Score -8.839162e+07 nChanged 466717
Entering Unmasked Mstep 
Mstep: Class 0 contains 1228 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 90156 members 
Mstep: Class 3 contains 96380 members 
Mstep: Class 4 contains 127912 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 13056 members 
Mstep: Class 7 contains 16549 members 
Mstep: Class 8 contains 679733 members 
Mstep: Class 9 contains 118081 members 
Mstep: Class 10 contains 19215 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 3860 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 49357 members 
Mstep: Class 15 contains 250981 members 
Mstep: Class 16 contains 27065 members 
Mstep: Class 18 contains 330474 members 
Mstep: Class 19 contains 9901 members 
Mstep: Class 20 contains 96866 members 
Mstep: Class 21 contains 7127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -88795296.000000 Penalty: 13187.111328
Iteration 3F: 21 clusters Score -8.87953e+07 nChanged 421772
Entering Unmasked Mstep 
Mstep: Class 0 contains 945 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 117092 members 
Mstep: Class 3 contains 84036 members 
Mstep: Class 4 contains 134005 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 9284 members 
Mstep: Class 7 contains 10902 members 
Mstep: Class 8 contains 559501 members 
Mstep: Class 9 contains 120320 members 
Mstep: Class 10 contains 26261 members 
Mstep: Class 11 contains 4491 members 
Mstep: Class 12 contains 2856 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 51617 members 
Mstep: Class 15 contains 339922 members 
Mstep: Class 16 contains 16717 members 
Mstep: Class 18 contains 345138 members 
Mstep: Class 19 contains 6380 members 
Mstep: Class 20 contains 105281 members 
Mstep: Class 21 contains 10092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 539.827087 but Gain 659.355469
Score: -89085768.000000 Penalty: 12527.755859
Iteration 4F: 20 clusters Score -8.908577e+07 nChanged 340532
Entering Unmasked Mstep 
Mstep: Class 0 contains 588 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 141627 members 
Mstep: Class 3 contains 76007 members 
Mstep: Class 4 contains 152643 members 
Mstep: Class 5 contains 1754 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 477896 members 
Mstep: Class 9 contains 124338 members 
Mstep: Class 10 contains 30432 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 14 contains 60435 members 
Mstep: Class 15 contains 424794 members 
Mstep: Class 16 contains 9248 members 
Mstep: Class 18 contains 293496 members 
Mstep: Class 19 contains 4259 members 
Mstep: Class 20 contains 117264 members 
Mstep: Class 21 contains 12388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89257136.000000 Penalty: 12527.755859
Iteration 5F: 20 clusters Score -8.925714e+07 nChanged 298064
Entering Unmasked Mstep 
Mstep: Class 0 contains 359 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 166691 members 
Mstep: Class 3 contains 69250 members 
Mstep: Class 4 contains 181760 members 
Mstep: Class 5 contains 1944 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 418081 members 
Mstep: Class 9 contains 132713 members 
Mstep: Class 10 contains 31004 members 
Mstep: Class 11 contains 3842 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 14 contains 71244 members 
Mstep: Class 15 contains 430357 members 
Mstep: Class 16 contains 4282 members 
Mstep: Class 18 contains 283925 members 
Mstep: Class 19 contains 2805 members 
Mstep: Class 20 contains 124256 members 
Mstep: Class 21 contains 14160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89461456.000000 Penalty: 12527.755859
Iteration 6F: 20 clusters Score -8.946146e+07 nChanged 217339
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 188681 members 
Mstep: Class 3 contains 61973 members 
Mstep: Class 4 contains 212756 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 389802 members 
Mstep: Class 9 contains 141872 members 
Mstep: Class 10 contains 30681 members 
Mstep: Class 11 contains 3531 members 
Mstep: Class 12 contains 2270 members 
Mstep: Class 14 contains 80791 members 
Mstep: Class 15 contains 395057 members 
Mstep: Class 16 contains 2010 members 
Mstep: Class 18 contains 285927 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 20 contains 127763 members 
Mstep: Class 21 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89646400.000000 Penalty: 12527.755859
Iteration 7F: 20 clusters Score -8.96464e+07 nChanged 181020
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 205560 members 
Mstep: Class 3 contains 55154 members 
Mstep: Class 4 contains 245336 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 1646 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 360873 members 
Mstep: Class 9 contains 150456 members 
Mstep: Class 10 contains 30471 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 2257 members 
Mstep: Class 14 contains 88902 members 
Mstep: Class 15 contains 371900 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 18 contains 280647 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 129091 members 
Mstep: Class 21 contains 16273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 583.790527 but Gain 659.355469
Score: -89806952.000000 Penalty: 11868.400391
Iteration 8F: 19 clusters Score -8.980695e+07 nChanged 176695
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 220053 members 
Mstep: Class 3 contains 49226 members 
Mstep: Class 4 contains 288841 members 
Mstep: Class 5 contains 2054 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 334688 members 
Mstep: Class 9 contains 157588 members 
Mstep: Class 10 contains 29663 members 
Mstep: Class 11 contains 2643 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 14 contains 96409 members 
Mstep: Class 15 contains 345232 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 18 contains 271867 members 
Mstep: Class 20 contains 126933 members 
Mstep: Class 21 contains 16799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 611.016724 but Gain 659.355469
Score: -89930808.000000 Penalty: 11209.044922
Iteration 9F: 18 clusters Score -8.993081e+07 nChanged 167197
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 236091 members 
Mstep: Class 3 contains 44580 members 
Mstep: Class 4 contains 321831 members 
Mstep: Class 5 contains 2063 members 
Mstep: Class 6 contains 826 members 
Mstep: Class 8 contains 322770 members 
Mstep: Class 9 contains 162523 members 
Mstep: Class 10 contains 27652 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 2587 members 
Mstep: Class 14 contains 103128 members 
Mstep: Class 15 contains 319949 members 
Mstep: Class 16 contains 1393 members 
Mstep: Class 18 contains 259720 members 
Mstep: Class 20 contains 122562 members 
Mstep: Class 21 contains 17486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90011976.000000 Penalty: 11209.044922
Iteration 10F: 18 clusters Score -9.001198e+07 nChanged 141727
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 251731 members 
Mstep: Class 3 contains 41340 members 
Mstep: Class 4 contains 330729 members 
Mstep: Class 5 contains 2066 members 
Mstep: Class 6 contains 768 members 
Mstep: Class 8 contains 317796 members 
Mstep: Class 9 contains 167265 members 
Mstep: Class 10 contains 24611 members 
Mstep: Class 11 contains 1759 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 14 contains 109833 members 
Mstep: Class 15 contains 306159 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 18 contains 252534 members 
Mstep: Class 20 contains 117775 members 
Mstep: Class 21 contains 18110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90068896.000000 Penalty: 11209.044922
Iteration 11F: 18 clusters Score -9.00689e+07 nChanged 121962
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 260286 members 
Mstep: Class 3 contains 39484 members 
Mstep: Class 4 contains 327180 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 853 members 
Mstep: Class 8 contains 316125 members 
Mstep: Class 9 contains 174346 members 
Mstep: Class 10 contains 21104 members 
Mstep: Class 11 contains 1556 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 14 contains 116795 members 
Mstep: Class 15 contains 298224 members 
Mstep: Class 16 contains 2408 members 
Mstep: Class 18 contains 251766 members 
Mstep: Class 20 contains 112863 members 
Mstep: Class 21 contains 18891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90106760.000000 Penalty: 11209.044922
Iteration 12F: 18 clusters Score -9.010676e+07 nChanged 104093
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 259342 members 
Mstep: Class 3 contains 38444 members 
Mstep: Class 4 contains 319611 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 8 contains 316008 members 
Mstep: Class 9 contains 183996 members 
Mstep: Class 10 contains 17476 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 3787 members 
Mstep: Class 14 contains 123775 members 
Mstep: Class 15 contains 293863 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 18 contains 255666 members 
Mstep: Class 20 contains 107920 members 
Mstep: Class 21 contains 19861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90133872.000000 Penalty: 11209.044922
Iteration 13F: 18 clusters Score -9.013387e+07 nChanged 87702
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 252283 members 
Mstep: Class 3 contains 37966 members 
Mstep: Class 4 contains 311721 members 
Mstep: Class 5 contains 2082 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 8 contains 316502 members 
Mstep: Class 9 contains 195399 members 
Mstep: Class 10 contains 14409 members 
Mstep: Class 11 contains 1337 members 
Mstep: Class 12 contains 4271 members 
Mstep: Class 14 contains 130302 members 
Mstep: Class 15 contains 290735 members 
Mstep: Class 16 contains 3604 members 
Mstep: Class 18 contains 261328 members 
Mstep: Class 20 contains 102907 members 
Mstep: Class 21 contains 21093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90153936.000000 Penalty: 11209.044922
Iteration 14Q: 18 clusters Score -9.015394e+07 nChanged 76489
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 243383 members 
Mstep: Class 3 contains 37805 members 
Mstep: Class 4 contains 303726 members 
Mstep: Class 5 contains 2074 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 8 contains 317711 members 
Mstep: Class 9 contains 206883 members 
Mstep: Class 10 contains 12199 members 
Mstep: Class 11 contains 1332 members 
Mstep: Class 12 contains 4777 members 
Mstep: Class 14 contains 136181 members 
Mstep: Class 15 contains 287971 members 
Mstep: Class 16 contains 4266 members 
Mstep: Class 18 contains 266693 members 
Mstep: Class 20 contains 97933 members 
Mstep: Class 21 contains 22533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90172072.000000 Penalty: 11209.044922
Iteration 15Q: 18 clusters Score -9.017207e+07 nChanged 69681
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 234479 members 
Mstep: Class 3 contains 37833 members 
Mstep: Class 4 contains 295431 members 
Mstep: Class 5 contains 2068 members 
Mstep: Class 6 contains 2469 members 
Mstep: Class 8 contains 319009 members 
Mstep: Class 9 contains 220486 members 
Mstep: Class 10 contains 11227 members 
Mstep: Class 11 contains 1358 members 
Mstep: Class 12 contains 5392 members 
Mstep: Class 14 contains 141065 members 
Mstep: Class 15 contains 283849 members 
Mstep: Class 16 contains 4968 members 
Mstep: Class 18 contains 270706 members 
Mstep: Class 20 contains 92926 members 
Mstep: Class 21 contains 24111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90196008.000000 Penalty: 11209.044922
Iteration 16Q: 18 clusters Score -9.019601e+07 nChanged 70696
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 224659 members 
Mstep: Class 3 contains 37945 members 
Mstep: Class 4 contains 286284 members 
Mstep: Class 5 contains 2071 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 8 contains 319707 members 
Mstep: Class 9 contains 242786 members 
Mstep: Class 10 contains 10940 members 
Mstep: Class 11 contains 1373 members 
Mstep: Class 12 contains 6259 members 
Mstep: Class 14 contains 145265 members 
Mstep: Class 15 contains 275651 members 
Mstep: Class 16 contains 5604 members 
Mstep: Class 18 contains 272354 members 
Mstep: Class 20 contains 87830 members 
Mstep: Class 21 contains 25521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90218168.000000 Penalty: 11209.044922
Iteration 17Q: 18 clusters Score -9.021817e+07 nChanged 81996
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 213663 members 
Mstep: Class 3 contains 38162 members 
Mstep: Class 4 contains 275542 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 3917 members 
Mstep: Class 8 contains 319327 members 
Mstep: Class 9 contains 277546 members 
Mstep: Class 10 contains 10787 members 
Mstep: Class 11 contains 1367 members 
Mstep: Class 12 contains 7639 members 
Mstep: Class 14 contains 149270 members 
Mstep: Class 15 contains 261705 members 
Mstep: Class 16 contains 6094 members 
Mstep: Class 18 contains 271188 members 
Mstep: Class 20 contains 82402 members 
Mstep: Class 21 contains 26716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90231672.000000 Penalty: 11209.044922
Iteration 18Q: 18 clusters Score -9.023167e+07 nChanged 92510
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 203034 members 
Mstep: Class 3 contains 38552 members 
Mstep: Class 4 contains 265138 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 4761 members 
Mstep: Class 8 contains 318700 members 
Mstep: Class 9 contains 315158 members 
Mstep: Class 10 contains 10691 members 
Mstep: Class 11 contains 1319 members 
Mstep: Class 12 contains 9588 members 
Mstep: Class 14 contains 153133 members 
Mstep: Class 15 contains 245357 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 18 contains 268285 members 
Mstep: Class 20 contains 77253 members 
Mstep: Class 21 contains 27802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90233536.000000 Penalty: 11209.044922
Iteration 19Q: 18 clusters Score -9.023354e+07 nChanged 90146
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 198013 members 
Mstep: Class 3 contains 39067 members 
Mstep: Class 4 contains 258678 members 
Mstep: Class 5 contains 2096 members 
Mstep: Class 6 contains 5582 members 
Mstep: Class 8 contains 319148 members 
Mstep: Class 9 contains 332129 members 
Mstep: Class 10 contains 10611 members 
Mstep: Class 11 contains 1332 members 
Mstep: Class 12 contains 11983 members 
Mstep: Class 14 contains 156819 members 
Mstep: Class 15 contains 235838 members 
Mstep: Class 16 contains 7079 members 
Mstep: Class 18 contains 266901 members 
Mstep: Class 20 contains 72931 members 
Mstep: Class 21 contains 29195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90238816.000000 Penalty: 11209.044922
Iteration 20F: 18 clusters Score -9.023882e+07 nChanged 79177
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 196834 members 
Mstep: Class 3 contains 39597 members 
Mstep: Class 4 contains 255240 members 
Mstep: Class 5 contains 2083 members 
Mstep: Class 6 contains 6964 members 
Mstep: Class 8 contains 320459 members 
Mstep: Class 9 contains 331157 members 
Mstep: Class 10 contains 10556 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 14488 members 
Mstep: Class 14 contains 160384 members 
Mstep: Class 15 contains 234665 members 
Mstep: Class 16 contains 7737 members 
Mstep: Class 18 contains 265985 members 
Mstep: Class 20 contains 69320 members 
Mstep: Class 21 contains 30523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90246472.000000 Penalty: 11209.044922
Iteration 21Q: 18 clusters Score -9.024647e+07 nChanged 66595
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 197702 members 
Mstep: Class 3 contains 39946 members 
Mstep: Class 4 contains 252730 members 
Mstep: Class 5 contains 2092 members 
Mstep: Class 6 contains 8169 members 
Mstep: Class 8 contains 322580 members 
Mstep: Class 9 contains 322202 members 
Mstep: Class 10 contains 10511 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 16433 members 
Mstep: Class 14 contains 163998 members 
Mstep: Class 15 contains 238995 members 
Mstep: Class 16 contains 8320 members 
Mstep: Class 18 contains 264946 members 
Mstep: Class 20 contains 65746 members 
Mstep: Class 21 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90253736.000000 Penalty: 11209.044922
Iteration 22Q: 18 clusters Score -9.025374e+07 nChanged 56309
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 199061 members 
Mstep: Class 3 contains 40161 members 
Mstep: Class 4 contains 250136 members 
Mstep: Class 5 contains 2094 members 
Mstep: Class 6 contains 9328 members 
Mstep: Class 8 contains 324954 members 
Mstep: Class 9 contains 311282 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 17887 members 
Mstep: Class 14 contains 167657 members 
Mstep: Class 15 contains 246049 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 18 contains 263651 members 
Mstep: Class 20 contains 62137 members 
Mstep: Class 21 contains 32119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90258296.000000 Penalty: 11209.044922
Iteration 23Q: 18 clusters Score -9.02583e+07 nChanged 47859
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 200491 members 
Mstep: Class 3 contains 40307 members 
Mstep: Class 4 contains 247560 members 
Mstep: Class 5 contains 2098 members 
Mstep: Class 6 contains 10356 members 
Mstep: Class 8 contains 327427 members 
Mstep: Class 9 contains 301198 members 
Mstep: Class 10 contains 10404 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 18952 members 
Mstep: Class 14 contains 171377 members 
Mstep: Class 15 contains 254074 members 
Mstep: Class 16 contains 9123 members 
Mstep: Class 18 contains 261204 members 
Mstep: Class 20 contains 58519 members 
Mstep: Class 21 contains 32538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90261464.000000 Penalty: 11209.044922
Iteration 24Q: 18 clusters Score -9.026146e+07 nChanged 42468
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 201704 members 
Mstep: Class 3 contains 40417 members 
Mstep: Class 4 contains 245252 members 
Mstep: Class 5 contains 2099 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 8 contains 330199 members 
Mstep: Class 9 contains 293154 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 19793 members 
Mstep: Class 14 contains 175026 members 
Mstep: Class 15 contains 261459 members 
Mstep: Class 16 contains 9323 members 
Mstep: Class 18 contains 257649 members 
Mstep: Class 20 contains 54878 members 
Mstep: Class 21 contains 32923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90265792.000000 Penalty: 11209.044922
Iteration 25Q: 18 clusters Score -9.026579e+07 nChanged 38161
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 202873 members 
Mstep: Class 3 contains 40477 members 
Mstep: Class 4 contains 243567 members 
Mstep: Class 5 contains 2099 members 
Mstep: Class 6 contains 12044 members 
Mstep: Class 8 contains 333136 members 
Mstep: Class 9 contains 286762 members 
Mstep: Class 10 contains 10287 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 20460 members 
Mstep: Class 14 contains 178624 members 
Mstep: Class 15 contains 267030 members 
Mstep: Class 16 contains 9373 members 
Mstep: Class 18 contains 253945 members 
Mstep: Class 20 contains 51333 members 
Mstep: Class 21 contains 33267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90270560.000000 Penalty: 11209.044922
Iteration 26Q: 18 clusters Score -9.027056e+07 nChanged 34256
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 204322 members 
Mstep: Class 3 contains 40496 members 
Mstep: Class 4 contains 242575 members 
Mstep: Class 5 contains 2098 members 
Mstep: Class 6 contains 12755 members 
Mstep: Class 8 contains 336209 members 
Mstep: Class 9 contains 281265 members 
Mstep: Class 10 contains 10214 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 20982 members 
Mstep: Class 14 contains 182155 members 
Mstep: Class 15 contains 270519 members 
Mstep: Class 16 contains 9315 members 
Mstep: Class 18 contains 250778 members 
Mstep: Class 20 contains 47760 members 
Mstep: Class 21 contains 33624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90276496.000000 Penalty: 11209.044922
Iteration 27Q: 18 clusters Score -9.02765e+07 nChanged 31169
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 205998 members 
Mstep: Class 3 contains 40480 members 
Mstep: Class 4 contains 242074 members 
Mstep: Class 5 contains 2100 members 
Mstep: Class 6 contains 13404 members 
Mstep: Class 8 contains 339318 members 
Mstep: Class 9 contains 276403 members 
Mstep: Class 10 contains 10139 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 21359 members 
Mstep: Class 14 contains 185626 members 
Mstep: Class 15 contains 272346 members 
Mstep: Class 16 contains 9212 members 
Mstep: Class 18 contains 248204 members 
Mstep: Class 20 contains 44194 members 
Mstep: Class 21 contains 34023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90282632.000000 Penalty: 11209.044922
Iteration 28Q: 18 clusters Score -9.028263e+07 nChanged 28441
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 208017 members 
Mstep: Class 3 contains 40464 members 
Mstep: Class 4 contains 241785 members 
Mstep: Class 5 contains 2099 members 
Mstep: Class 6 contains 13932 members 
Mstep: Class 8 contains 342063 members 
Mstep: Class 9 contains 272007 members 
Mstep: Class 10 contains 10053 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 21587 members 
Mstep: Class 14 contains 188898 members 
Mstep: Class 15 contains 272790 members 
Mstep: Class 16 contains 9096 members 
Mstep: Class 18 contains 246607 members 
Mstep: Class 20 contains 40896 members 
Mstep: Class 21 contains 34422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90287576.000000 Penalty: 11209.044922
Iteration 29Q: 18 clusters Score -9.028758e+07 nChanged 26628
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 210365 members 
Mstep: Class 3 contains 40448 members 
Mstep: Class 4 contains 241596 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 14411 members 
Mstep: Class 8 contains 344437 members 
Mstep: Class 9 contains 267754 members 
Mstep: Class 10 contains 9972 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 21626 members 
Mstep: Class 14 contains 192088 members 
Mstep: Class 15 contains 272658 members 
Mstep: Class 16 contains 8970 members 
Mstep: Class 18 contains 245674 members 
Mstep: Class 20 contains 37659 members 
Mstep: Class 21 contains 34855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90293232.000000 Penalty: 11209.044922
Iteration 30Q: 18 clusters Score -9.029323e+07 nChanged 25341
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 213437 members 
Mstep: Class 3 contains 40411 members 
Mstep: Class 4 contains 241458 members 
Mstep: Class 5 contains 2094 members 
Mstep: Class 6 contains 14836 members 
Mstep: Class 8 contains 346226 members 
Mstep: Class 9 contains 263508 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 12 contains 21533 members 
Mstep: Class 14 contains 195115 members 
Mstep: Class 15 contains 272036 members 
Mstep: Class 16 contains 8873 members 
Mstep: Class 18 contains 245189 members 
Mstep: Class 20 contains 34572 members 
Mstep: Class 21 contains 35347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90299024.000000 Penalty: 11209.044922
Iteration 31Q: 18 clusters Score -9.029902e+07 nChanged 24841
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 217329 members 
Mstep: Class 3 contains 40343 members 
Mstep: Class 4 contains 241173 members 
Mstep: Class 5 contains 2091 members 
Mstep: Class 6 contains 15158 members 
Mstep: Class 8 contains 347661 members 
Mstep: Class 9 contains 259271 members 
Mstep: Class 10 contains 9775 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 21331 members 
Mstep: Class 14 contains 197911 members 
Mstep: Class 15 contains 271169 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 18 contains 244960 members 
Mstep: Class 20 contains 31647 members 
Mstep: Class 21 contains 35816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90304600.000000 Penalty: 11209.044922
Iteration 32Q: 18 clusters Score -9.03046e+07 nChanged 24998
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 222144 members 
Mstep: Class 3 contains 40251 members 
Mstep: Class 4 contains 240756 members 
Mstep: Class 5 contains 2087 members 
Mstep: Class 6 contains 15420 members 
Mstep: Class 8 contains 348608 members 
Mstep: Class 9 contains 254769 members 
Mstep: Class 10 contains 9669 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 21003 members 
Mstep: Class 14 contains 200494 members 
Mstep: Class 15 contains 270204 members 
Mstep: Class 16 contains 8731 members 
Mstep: Class 18 contains 244975 members 
Mstep: Class 20 contains 28923 members 
Mstep: Class 21 contains 36313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90311912.000000 Penalty: 11209.044922
Iteration 33Q: 18 clusters Score -9.031191e+07 nChanged 25619
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 227786 members 
Mstep: Class 3 contains 40160 members 
Mstep: Class 4 contains 240258 members 
Mstep: Class 5 contains 2086 members 
Mstep: Class 6 contains 15644 members 
Mstep: Class 8 contains 349110 members 
Mstep: Class 9 contains 250356 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 20611 members 
Mstep: Class 14 contains 202777 members 
Mstep: Class 15 contains 269184 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 18 contains 244901 members 
Mstep: Class 20 contains 26359 members 
Mstep: Class 21 contains 36795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90318496.000000 Penalty: 11209.044922
Iteration 34Q: 18 clusters Score -9.03185e+07 nChanged 26495
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 233625 members 
Mstep: Class 3 contains 40075 members 
Mstep: Class 4 contains 239744 members 
Mstep: Class 5 contains 2087 members 
Mstep: Class 6 contains 15836 members 
Mstep: Class 8 contains 349356 members 
Mstep: Class 9 contains 246164 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 3198 members 
Mstep: Class 12 contains 20113 members 
Mstep: Class 14 contains 204673 members 
Mstep: Class 15 contains 268264 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 18 contains 244841 members 
Mstep: Class 20 contains 24040 members 
Mstep: Class 21 contains 37274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90323552.000000 Penalty: 11209.044922
Iteration 35Q: 18 clusters Score -9.032355e+07 nChanged 27242
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 238633 members 
Mstep: Class 3 contains 39980 members 
Mstep: Class 4 contains 239321 members 
Mstep: Class 5 contains 2083 members 
Mstep: Class 6 contains 15980 members 
Mstep: Class 8 contains 349754 members 
Mstep: Class 9 contains 242379 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 3228 members 
Mstep: Class 12 contains 19596 members 
Mstep: Class 14 contains 206425 members 
Mstep: Class 15 contains 267285 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 18 contains 244941 members 
Mstep: Class 20 contains 21985 members 
Mstep: Class 21 contains 37740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90328072.000000 Penalty: 11209.044922
Iteration 36Q: 18 clusters Score -9.032807e+07 nChanged 27244
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 241570 members 
Mstep: Class 3 contains 39875 members 
Mstep: Class 4 contains 239120 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 16110 members 
Mstep: Class 8 contains 350654 members 
Mstep: Class 9 contains 239542 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 19048 members 
Mstep: Class 14 contains 207934 members 
Mstep: Class 15 contains 266572 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 18 contains 245182 members 
Mstep: Class 20 contains 20059 members 
Mstep: Class 21 contains 38291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90332920.000000 Penalty: 11209.044922
Iteration 37Q: 18 clusters Score -9.033292e+07 nChanged 26527
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 241844 members 
Mstep: Class 3 contains 39791 members 
Mstep: Class 4 contains 239109 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 16261 members 
Mstep: Class 8 contains 351816 members 
Mstep: Class 9 contains 238280 members 
Mstep: Class 10 contains 9302 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 18518 members 
Mstep: Class 14 contains 209331 members 
Mstep: Class 15 contains 265759 members 
Mstep: Class 16 contains 8987 members 
Mstep: Class 18 contains 245918 members 
Mstep: Class 20 contains 18317 members 
Mstep: Class 21 contains 38877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90335480.000000 Penalty: 11209.044922
Iteration 38Q: 18 clusters Score -9.033548e+07 nChanged 24318
Entering ConstructFrom: 
Score: -90335480.000000 Penalty: 11209.044922
Entering ConstructFrom: 
Trying to split cluster 1 (18069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Entering Unmasked Estep 
Score: -828931.312500 Penalty: 445.988861
	Iteration 0F: 2 clusters Score -828931.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -817018.312500 Penalty: 891.977722
	Iteration 0F: 3 clusters Score -817018.3 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -829838.125000 Penalty: 891.977722
	Iteration 1F: 3 clusters Score -829838.1 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -835154.750000 Penalty: 891.977722
	Iteration 2F: 3 clusters Score -835154.8 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -837257.125000 Penalty: 891.977722
	Iteration 3F: 3 clusters Score -837257.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -838823.250000 Penalty: 891.977722
	Iteration 4Q: 3 clusters Score -838823.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -839412.687500 Penalty: 891.977722
	Iteration 5Q: 3 clusters Score -839412.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -839559.812500 Penalty: 891.977722
	Iteration 6Q: 3 clusters Score -839559.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -839659.187500 Penalty: 891.977722
	Iteration 7Q: 3 clusters Score -839659.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -839734.750000 Penalty: 891.977722
	Iteration 8Q: 3 clusters Score -839734.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -839793.750000 Penalty: 891.977722
	Iteration 9Q: 3 clusters Score -839793.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -839829.562500 Penalty: 891.977722
	Iteration 10Q: 3 clusters Score -839829.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -839851.875000 Penalty: 891.977722
	Iteration 11Q: 3 clusters Score -839851.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -839875.000000 Penalty: 891.977722
	Iteration 12Q: 3 clusters Score -839875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -839895.125000 Penalty: 891.977722
	Iteration 13Q: 3 clusters Score -839895.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -839910.937500 Penalty: 891.977722
	Iteration 14Q: 3 clusters Score -839910.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -839921.750000 Penalty: 891.977722
	Iteration 15Q: 3 clusters Score -839921.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -839921.625000 Penalty: 891.977722
	Iteration 16Q: 3 clusters Score -839921.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -839926.562500 Penalty: 891.977722
	Iteration 17Q: 3 clusters Score -839926.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -839929.437500 Penalty: 891.977722
	Iteration 18Q: 3 clusters Score -839929.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -839933.250000 Penalty: 891.977722
	Iteration 19Q: 3 clusters Score -839933.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -839938.562500 Penalty: 891.977722
	Iteration 20F: 3 clusters Score -839938.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -839946.000000 Penalty: 891.977722
	Iteration 21Q: 3 clusters Score -839946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -839956.125000 Penalty: 891.977722
	Iteration 22Q: 3 clusters Score -839956.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -839955.437500 Penalty: 891.977722
	Iteration 23Q: 3 clusters Score -839955.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -839966.625000 Penalty: 891.977722
	Iteration 24Q: 3 clusters Score -839966.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -839966.062500 Penalty: 891.977722
	Iteration 25Q: 3 clusters Score -839966.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -839967.937500 Penalty: 891.977722
	Iteration 26Q: 3 clusters Score -839967.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -839972.000000 Penalty: 891.977722
	Iteration 27Q: 3 clusters Score -839972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -839969.687500 Penalty: 891.977722
	Iteration 28Q: 3 clusters Score -839969.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -839976.375000 Penalty: 891.977722
	Iteration 29Q: 3 clusters Score -839976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -839975.812500 Penalty: 891.977722
	Iteration 30Q: 3 clusters Score -839975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -839977.062500 Penalty: 891.977722
	Iteration 31Q: 3 clusters Score -839977.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -839974.812500 Penalty: 891.977722
	Iteration 32Q: 3 clusters Score -839974.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -839979.437500 Penalty: 891.977722
	Iteration 33Q: 3 clusters Score -839979.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -839983.062500 Penalty: 891.977722
	Iteration 34Q: 3 clusters Score -839983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -839980.812500 Penalty: 891.977722
	Iteration 35Q: 3 clusters Score -839980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -839979.500000 Penalty: 891.977722
	Iteration 36Q: 3 clusters Score -839979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -839978.187500 Penalty: 891.977722
	Iteration 37Q: 3 clusters Score -839978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -839980.812500 Penalty: 891.977722
	Iteration 38Q: 3 clusters Score -839980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -839980.937500 Penalty: 891.977722
	Iteration 39Q: 3 clusters Score -839980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -839982.937500 Penalty: 891.977722
	Iteration 40F: 3 clusters Score -839982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -839980.187500 Penalty: 891.977722
	Iteration 41Q: 3 clusters Score -839980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -839981.000000 Penalty: 891.977722
	Iteration 42Q: 3 clusters Score -839981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -839983.250000 Penalty: 891.977722
	Iteration 43Q: 3 clusters Score -839983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -839983.062500 Penalty: 891.977722
	Iteration 44Q: 3 clusters Score -839983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -839983.062500 Penalty: 891.977722
	Iteration 45F: 3 clusters Score -839983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 239232 members 
Mstep: Class 5 contains 2083 members 
Mstep: Class 6 contains 16389 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 353064 members 
Mstep: Class 9 contains 238350 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 264890 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 18 contains 246976 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 39470 members 
Entering Unmasked Estep 
Score: -90352816.000000 Penalty: 11868.400391
Splitting cluster 1 changes total score from -90335480.000000 to -90352816.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (240118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240118 members 
Entering Unmasked Estep 
Score: -11401524.000000 Penalty: 563.694275
	Iteration 0F: 2 clusters Score -1.140152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119953 members 
Mstep: Class 2 contains 120165 members 
Entering Unmasked Estep 
Score: -11248473.000000 Penalty: 1127.388550
	Iteration 0F: 3 clusters Score -1.124847e+07 nChanged 117926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109523 members 
Mstep: Class 2 contains 130595 members 
Entering Unmasked Estep 
Score: -11320433.000000 Penalty: 1127.388550
	Iteration 1F: 3 clusters Score -1.132043e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 137884 members 
Entering Unmasked Estep 
Score: -11324126.000000 Penalty: 1127.388550
	Iteration 2Q: 3 clusters Score -1.132413e+07 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 147612 members 
Entering Unmasked Estep 
Score: -11328969.000000 Penalty: 1127.388550
	Iteration 3F: 3 clusters Score -1.132897e+07 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 159390 members 
Entering Unmasked Estep 
Score: -11335625.000000 Penalty: 1127.388550
	Iteration 4F: 3 clusters Score -1.133562e+07 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 172965 members 
Entering Unmasked Estep 
Score: -11344637.000000 Penalty: 1127.388550
	Iteration 5F: 3 clusters Score -1.134464e+07 nChanged 15507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 187364 members 
Entering Unmasked Estep 
Score: -11356805.000000 Penalty: 1127.388550
	Iteration 6F: 3 clusters Score -1.13568e+07 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 200365 members 
Entering Unmasked Estep 
Score: -11369384.000000 Penalty: 1127.388550
	Iteration 7F: 3 clusters Score -1.136938e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 209581 members 
Entering Unmasked Estep 
Score: -11384884.000000 Penalty: 1127.388550
	Iteration 8Q: 3 clusters Score -1.138488e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 216934 members 
Entering Unmasked Estep 
Score: -11394283.000000 Penalty: 1127.388550
	Iteration 9Q: 3 clusters Score -1.139428e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 223366 members 
Entering Unmasked Estep 
Score: -11399455.000000 Penalty: 1127.388550
	Iteration 10Q: 3 clusters Score -1.139946e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 228893 members 
Entering Unmasked Estep 
Score: -11401648.000000 Penalty: 1127.388550
	Iteration 11Q: 3 clusters Score -1.140165e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 233100 members 
Entering Unmasked Estep 
Score: -11402179.000000 Penalty: 1127.388550
	Iteration 12Q: 3 clusters Score -1.140218e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 235838 members 
Entering Unmasked Estep 
Score: -11402024.000000 Penalty: 1127.388550
	Iteration 13Q: 3 clusters Score -1.140202e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 237553 members 
Entering Unmasked Estep 
Score: -11401725.000000 Penalty: 1127.388550
	Iteration 14Q: 3 clusters Score -1.140172e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 238520 members 
Entering Unmasked Estep 
Score: -11401511.000000 Penalty: 1127.388550
	Iteration 15Q: 3 clusters Score -1.140151e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 239065 members 
Entering Unmasked Estep 
Score: -11401381.000000 Penalty: 1127.388550
	Iteration 16Q: 3 clusters Score -1.140138e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 239358 members 
Entering Unmasked Estep 
Score: -11401329.000000 Penalty: 1127.388550
	Iteration 17Q: 3 clusters Score -1.140133e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 239539 members 
Entering Unmasked Estep 
Score: -11401287.000000 Penalty: 1127.388550
	Iteration 18Q: 3 clusters Score -1.140129e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 239634 members 
Entering Unmasked Estep 
Score: -11401258.000000 Penalty: 1127.388550
	Iteration 19Q: 3 clusters Score -1.140126e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 239693 members 
Entering Unmasked Estep 
Score: -11401219.000000 Penalty: 1127.388550
	Iteration 20F: 3 clusters Score -1.140122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 239735 members 
Entering Unmasked Estep 
Score: -11401201.000000 Penalty: 1127.388550
	Iteration 21Q: 3 clusters Score -1.14012e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 239762 members 
Entering Unmasked Estep 
Score: -11401192.000000 Penalty: 1127.388550
	Iteration 22Q: 3 clusters Score -1.140119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 239772 members 
Entering Unmasked Estep 
Score: -11401190.000000 Penalty: 1127.388550
	Iteration 23Q: 3 clusters Score -1.140119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 239779 members 
Entering Unmasked Estep 
Score: -11401187.000000 Penalty: 1127.388550
	Iteration 24Q: 3 clusters Score -1.140119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 239787 members 
Entering Unmasked Estep 
Score: -11401181.000000 Penalty: 1127.388550
	Iteration 25Q: 3 clusters Score -1.140118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 239801 members 
Entering Unmasked Estep 
Score: -11401178.000000 Penalty: 1127.388550
	Iteration 26Q: 3 clusters Score -1.140118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 239814 members 
Entering Unmasked Estep 
Score: -11401185.000000 Penalty: 1127.388550
	Iteration 27Q: 3 clusters Score -1.140118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 239827 members 
Entering Unmasked Estep 
Score: -11401173.000000 Penalty: 1127.388550
	Iteration 28Q: 3 clusters Score -1.140117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 239842 members 
Entering Unmasked Estep 
Score: -11401178.000000 Penalty: 1127.388550
	Iteration 29Q: 3 clusters Score -1.140118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 239847 members 
Entering Unmasked Estep 
Score: -11401167.000000 Penalty: 1127.388550
	Iteration 30Q: 3 clusters Score -1.140117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 239853 members 
Entering Unmasked Estep 
Score: -11401178.000000 Penalty: 1127.388550
	Iteration 31Q: 3 clusters Score -1.140118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 239860 members 
Entering Unmasked Estep 
Score: -11401176.000000 Penalty: 1127.388550
	Iteration 32Q: 3 clusters Score -1.140118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 239865 members 
Entering Unmasked Estep 
Score: -11401173.000000 Penalty: 1127.388550
	Iteration 33Q: 3 clusters Score -1.140117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 239871 members 
Entering Unmasked Estep 
Score: -11401170.000000 Penalty: 1127.388550
	Iteration 34Q: 3 clusters Score -1.140117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 239871 members 
Entering Unmasked Estep 
Score: -11401171.000000 Penalty: 1127.388550
	Iteration 35Q: 3 clusters Score -1.140117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 239872 members 
Entering Unmasked Estep 
Score: -11401164.000000 Penalty: 1127.388550
	Iteration 36Q: 3 clusters Score -1.140116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 239871 members 
Entering Unmasked Estep 
Score: -11401180.000000 Penalty: 1127.388550
	Iteration 37Q: 3 clusters Score -1.140118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 239873 members 
Entering Unmasked Estep 
Score: -11401169.000000 Penalty: 1127.388550
	Iteration 38Q: 3 clusters Score -1.140117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239875 members 
Entering Unmasked Estep 
Score: -11401170.000000 Penalty: 1127.388550
	Iteration 39Q: 3 clusters Score -1.140117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 239876 members 
Entering Unmasked Estep 
Score: -11401171.000000 Penalty: 1127.388550
	Iteration 40F: 3 clusters Score -1.140117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 239877 members 
Entering Unmasked Estep 
Score: -11401173.000000 Penalty: 1127.388550
	Iteration 41Q: 3 clusters Score -1.140117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239878 members 
Entering Unmasked Estep 
Score: -11401171.000000 Penalty: 1127.388550
	Iteration 42Q: 3 clusters Score -1.140117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 239879 members 
Entering Unmasked Estep 
Score: -11401175.000000 Penalty: 1127.388550
	Iteration 43Q: 3 clusters Score -1.140118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 239881 members 
Entering Unmasked Estep 
Score: -11401167.000000 Penalty: 1127.388550
	Iteration 44Q: 3 clusters Score -1.140117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 239882 members 
Entering Unmasked Estep 
Score: -11401162.000000 Penalty: 1127.388550
	Iteration 45Q: 3 clusters Score -1.140116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 239883 members 
Entering Unmasked Estep 
Score: -11401161.000000 Penalty: 1127.388550
	Iteration 46Q: 3 clusters Score -1.140116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 239883 members 
Entering Unmasked Estep 
Score: -11401161.000000 Penalty: 1127.388550
	Iteration 47F: 3 clusters Score -1.140116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Entering Unmasked Estep 
Score: -1860550.250000 Penalty: 481.839844
	Iteration 0F: 2 clusters Score -1860550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1833842.250000 Penalty: 963.679688
	Iteration 0F: 3 clusters Score -1833842 nChanged 19174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1846210.125000 Penalty: 963.679688
	Iteration 1F: 3 clusters Score -1846210 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1848217.875000 Penalty: 963.679688
	Iteration 2F: 3 clusters Score -1848218 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1851257.875000 Penalty: 963.679688
	Iteration 3F: 3 clusters Score -1851258 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1854807.375000 Penalty: 963.679688
	Iteration 4F: 3 clusters Score -1854807 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1857646.125000 Penalty: 963.679688
	Iteration 5F: 3 clusters Score -1857646 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1859156.000000 Penalty: 963.679688
	Iteration 6Q: 3 clusters Score -1859156 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1859716.375000 Penalty: 963.679688
	Iteration 7Q: 3 clusters Score -1859716 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1859953.125000 Penalty: 963.679688
	Iteration 8Q: 3 clusters Score -1859953 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1860038.750000 Penalty: 963.679688
	Iteration 9Q: 3 clusters Score -1860039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1860080.375000 Penalty: 963.679688
	Iteration 10Q: 3 clusters Score -1860080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1860100.750000 Penalty: 963.679688
	Iteration 11Q: 3 clusters Score -1860101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1860127.250000 Penalty: 963.679688
	Iteration 12Q: 3 clusters Score -1860127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1860131.125000 Penalty: 963.679688
	Iteration 13Q: 3 clusters Score -1860131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1860133.250000 Penalty: 963.679688
	Iteration 14Q: 3 clusters Score -1860133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1860135.250000 Penalty: 963.679688
	Iteration 15Q: 3 clusters Score -1860135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1860135.250000 Penalty: 963.679688
	Iteration 16F: 3 clusters Score -1860135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (239232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239232 members 
Entering Unmasked Estep 
Score: -11349654.000000 Penalty: 563.526123
	Iteration 0F: 2 clusters Score -1.134965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119376 members 
Mstep: Class 2 contains 119856 members 
Entering Unmasked Estep 
Score: -11202438.000000 Penalty: 1127.052246
	Iteration 0F: 3 clusters Score -1.120244e+07 nChanged 117959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114673 members 
Mstep: Class 2 contains 124559 members 
Entering Unmasked Estep 
Score: -11276446.000000 Penalty: 1127.052246
	Iteration 1F: 3 clusters Score -1.127645e+07 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114301 members 
Mstep: Class 2 contains 124931 members 
Entering Unmasked Estep 
Score: -11282639.000000 Penalty: 1127.052246
	Iteration 2Q: 3 clusters Score -1.128264e+07 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113850 members 
Mstep: Class 2 contains 125382 members 
Entering Unmasked Estep 
Score: -11291276.000000 Penalty: 1127.052246
	Iteration 3F: 3 clusters Score -1.129128e+07 nChanged 14991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113451 members 
Mstep: Class 2 contains 125781 members 
Entering Unmasked Estep 
Score: -11300868.000000 Penalty: 1127.052246
	Iteration 4F: 3 clusters Score -1.130087e+07 nChanged 15173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113054 members 
Mstep: Class 2 contains 126178 members 
Entering Unmasked Estep 
Score: -11310425.000000 Penalty: 1127.052246
	Iteration 5F: 3 clusters Score -1.131042e+07 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112644 members 
Mstep: Class 2 contains 126588 members 
Entering Unmasked Estep 
Score: -11319802.000000 Penalty: 1127.052246
	Iteration 6F: 3 clusters Score -1.13198e+07 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112277 members 
Mstep: Class 2 contains 126955 members 
Entering Unmasked Estep 
Score: -11329477.000000 Penalty: 1127.052246
	Iteration 7F: 3 clusters Score -1.132948e+07 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111937 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -11339092.000000 Penalty: 1127.052246
	Iteration 8F: 3 clusters Score -1.133909e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111770 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -11346389.000000 Penalty: 1127.052246
	Iteration 9Q: 3 clusters Score -1.134639e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112101 members 
Mstep: Class 2 contains 127131 members 
Entering Unmasked Estep 
Score: -11351041.000000 Penalty: 1127.052246
	Iteration 10Q: 3 clusters Score -1.135104e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112693 members 
Mstep: Class 2 contains 126539 members 
Entering Unmasked Estep 
Score: -11354002.000000 Penalty: 1127.052246
	Iteration 11Q: 3 clusters Score -1.1354e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113479 members 
Mstep: Class 2 contains 125753 members 
Entering Unmasked Estep 
Score: -11356001.000000 Penalty: 1127.052246
	Iteration 12Q: 3 clusters Score -1.1356e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114242 members 
Mstep: Class 2 contains 124990 members 
Entering Unmasked Estep 
Score: -11357217.000000 Penalty: 1127.052246
	Iteration 13Q: 3 clusters Score -1.135722e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114919 members 
Mstep: Class 2 contains 124313 members 
Entering Unmasked Estep 
Score: -11358020.000000 Penalty: 1127.052246
	Iteration 14Q: 3 clusters Score -1.135802e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115445 members 
Mstep: Class 2 contains 123787 members 
Entering Unmasked Estep 
Score: -11358429.000000 Penalty: 1127.052246
	Iteration 15Q: 3 clusters Score -1.135843e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115881 members 
Mstep: Class 2 contains 123351 members 
Entering Unmasked Estep 
Score: -11358649.000000 Penalty: 1127.052246
	Iteration 16Q: 3 clusters Score -1.135865e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116349 members 
Mstep: Class 2 contains 122883 members 
Entering Unmasked Estep 
Score: -11358830.000000 Penalty: 1127.052246
	Iteration 17Q: 3 clusters Score -1.135883e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116805 members 
Mstep: Class 2 contains 122427 members 
Entering Unmasked Estep 
Score: -11358951.000000 Penalty: 1127.052246
	Iteration 18Q: 3 clusters Score -1.135895e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117235 members 
Mstep: Class 2 contains 121997 members 
Entering Unmasked Estep 
Score: -11358993.000000 Penalty: 1127.052246
	Iteration 19Q: 3 clusters Score -1.135899e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117608 members 
Mstep: Class 2 contains 121624 members 
Entering Unmasked Estep 
Score: -11359003.000000 Penalty: 1127.052246
	Iteration 20F: 3 clusters Score -1.1359e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117967 members 
Mstep: Class 2 contains 121265 members 
Entering Unmasked Estep 
Score: -11359031.000000 Penalty: 1127.052246
	Iteration 21Q: 3 clusters Score -1.135903e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118281 members 
Mstep: Class 2 contains 120951 members 
Entering Unmasked Estep 
Score: -11359076.000000 Penalty: 1127.052246
	Iteration 22Q: 3 clusters Score -1.135908e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118564 members 
Mstep: Class 2 contains 120668 members 
Entering Unmasked Estep 
Score: -11359105.000000 Penalty: 1127.052246
	Iteration 23Q: 3 clusters Score -1.13591e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118834 members 
Mstep: Class 2 contains 120398 members 
Entering Unmasked Estep 
Score: -11359131.000000 Penalty: 1127.052246
	Iteration 24Q: 3 clusters Score -1.135913e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119074 members 
Mstep: Class 2 contains 120158 members 
Entering Unmasked Estep 
Score: -11359164.000000 Penalty: 1127.052246
	Iteration 25Q: 3 clusters Score -1.135916e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 119958 members 
Entering Unmasked Estep 
Score: -11359166.000000 Penalty: 1127.052246
	Iteration 26Q: 3 clusters Score -1.135917e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119457 members 
Mstep: Class 2 contains 119775 members 
Entering Unmasked Estep 
Score: -11359179.000000 Penalty: 1127.052246
	Iteration 27Q: 3 clusters Score -1.135918e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119637 members 
Mstep: Class 2 contains 119595 members 
Entering Unmasked Estep 
Score: -11359178.000000 Penalty: 1127.052246
	Iteration 28Q: 3 clusters Score -1.135918e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119821 members 
Mstep: Class 2 contains 119411 members 
Entering Unmasked Estep 
Score: -11359217.000000 Penalty: 1127.052246
	Iteration 29Q: 3 clusters Score -1.135922e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 119209 members 
Entering Unmasked Estep 
Score: -11359193.000000 Penalty: 1127.052246
	Iteration 30Q: 3 clusters Score -1.135919e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120187 members 
Mstep: Class 2 contains 119045 members 
Entering Unmasked Estep 
Score: -11359190.000000 Penalty: 1127.052246
	Iteration 31Q: 3 clusters Score -1.135919e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120350 members 
Mstep: Class 2 contains 118882 members 
Entering Unmasked Estep 
Score: -11359167.000000 Penalty: 1127.052246
	Iteration 32Q: 3 clusters Score -1.135917e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120483 members 
Mstep: Class 2 contains 118749 members 
Entering Unmasked Estep 
Score: -11359167.000000 Penalty: 1127.052246
	Iteration 33Q: 3 clusters Score -1.135917e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120613 members 
Mstep: Class 2 contains 118619 members 
Entering Unmasked Estep 
Score: -11359180.000000 Penalty: 1127.052246
	Iteration 34Q: 3 clusters Score -1.135918e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120727 members 
Mstep: Class 2 contains 118505 members 
Entering Unmasked Estep 
Score: -11359156.000000 Penalty: 1127.052246
	Iteration 35Q: 3 clusters Score -1.135916e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 118393 members 
Entering Unmasked Estep 
Score: -11359176.000000 Penalty: 1127.052246
	Iteration 36Q: 3 clusters Score -1.135918e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120944 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
Score: -11359185.000000 Penalty: 1127.052246
	Iteration 37Q: 3 clusters Score -1.135918e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 118190 members 
Entering Unmasked Estep 
Score: -11359195.000000 Penalty: 1127.052246
	Iteration 38Q: 3 clusters Score -1.13592e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121144 members 
Mstep: Class 2 contains 118088 members 
Entering Unmasked Estep 
Score: -11359185.000000 Penalty: 1127.052246
	Iteration 39Q: 3 clusters Score -1.135918e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121234 members 
Mstep: Class 2 contains 117998 members 
Entering Unmasked Estep 
Score: -11359216.000000 Penalty: 1127.052246
	Iteration 40F: 3 clusters Score -1.135922e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121314 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
Score: -11359229.000000 Penalty: 1127.052246
	Iteration 41Q: 3 clusters Score -1.135923e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121386 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -11359226.000000 Penalty: 1127.052246
	Iteration 42Q: 3 clusters Score -1.135923e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121448 members 
Mstep: Class 2 contains 117784 members 
Entering Unmasked Estep 
Score: -11359236.000000 Penalty: 1127.052246
	Iteration 43Q: 3 clusters Score -1.135924e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121505 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -11359238.000000 Penalty: 1127.052246
	Iteration 44Q: 3 clusters Score -1.135924e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121551 members 
Mstep: Class 2 contains 117681 members 
Entering Unmasked Estep 
Score: -11359240.000000 Penalty: 1127.052246
	Iteration 45Q: 3 clusters Score -1.135924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121587 members 
Mstep: Class 2 contains 117645 members 
Entering Unmasked Estep 
Score: -11359229.000000 Penalty: 1127.052246
	Iteration 46Q: 3 clusters Score -1.135923e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121620 members 
Mstep: Class 2 contains 117612 members 
Entering Unmasked Estep 
Score: -11359222.000000 Penalty: 1127.052246
	Iteration 47Q: 3 clusters Score -1.135922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121644 members 
Mstep: Class 2 contains 117588 members 
Entering Unmasked Estep 
Score: -11359221.000000 Penalty: 1127.052246
	Iteration 48Q: 3 clusters Score -1.135922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121676 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -11359222.000000 Penalty: 1127.052246
	Iteration 49Q: 3 clusters Score -1.135922e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121715 members 
Mstep: Class 2 contains 117517 members 
Entering Unmasked Estep 
Score: -11359222.000000 Penalty: 1127.052246
	Iteration 50Q: 3 clusters Score -1.135922e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121741 members 
Mstep: Class 2 contains 117491 members 
Entering Unmasked Estep 
Score: -11359226.000000 Penalty: 1127.052246
	Iteration 51Q: 3 clusters Score -1.135923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121762 members 
Mstep: Class 2 contains 117470 members 
Entering Unmasked Estep 
Score: -11359228.000000 Penalty: 1127.052246
	Iteration 52Q: 3 clusters Score -1.135923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121774 members 
Mstep: Class 2 contains 117458 members 
Entering Unmasked Estep 
Score: -11359228.000000 Penalty: 1127.052246
	Iteration 53Q: 3 clusters Score -1.135923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121787 members 
Mstep: Class 2 contains 117445 members 
Entering Unmasked Estep 
Score: -11359232.000000 Penalty: 1127.052246
	Iteration 54Q: 3 clusters Score -1.135923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121798 members 
Mstep: Class 2 contains 117434 members 
Entering Unmasked Estep 
Score: -11359234.000000 Penalty: 1127.052246
	Iteration 55Q: 3 clusters Score -1.135923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121810 members 
Mstep: Class 2 contains 117422 members 
Entering Unmasked Estep 
Score: -11359230.000000 Penalty: 1127.052246
	Iteration 56Q: 3 clusters Score -1.135923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121817 members 
Mstep: Class 2 contains 117415 members 
Entering Unmasked Estep 
Score: -11359223.000000 Penalty: 1127.052246
	Iteration 57Q: 3 clusters Score -1.135922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121823 members 
Mstep: Class 2 contains 117409 members 
Entering Unmasked Estep 
Score: -11359229.000000 Penalty: 1127.052246
	Iteration 58Q: 3 clusters Score -1.135923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121829 members 
Mstep: Class 2 contains 117403 members 
Entering Unmasked Estep 
Score: -11359235.000000 Penalty: 1127.052246
	Iteration 59Q: 3 clusters Score -1.135924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121833 members 
Mstep: Class 2 contains 117399 members 
Entering Unmasked Estep 
Score: -11359227.000000 Penalty: 1127.052246
	Iteration 60F: 3 clusters Score -1.135923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121837 members 
Mstep: Class 2 contains 117395 members 
Entering Unmasked Estep 
Score: -11359231.000000 Penalty: 1127.052246
	Iteration 61Q: 3 clusters Score -1.135923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121839 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -11359228.000000 Penalty: 1127.052246
	Iteration 62Q: 3 clusters Score -1.135923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121840 members 
Mstep: Class 2 contains 117392 members 
Entering Unmasked Estep 
Score: -11359223.000000 Penalty: 1127.052246
	Iteration 63Q: 3 clusters Score -1.135922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121842 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -11359224.000000 Penalty: 1127.052246
	Iteration 64Q: 3 clusters Score -1.135922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121844 members 
Mstep: Class 2 contains 117388 members 
Entering Unmasked Estep 
Score: -11359221.000000 Penalty: 1127.052246
	Iteration 65Q: 3 clusters Score -1.135922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121847 members 
Mstep: Class 2 contains 117385 members 
Entering Unmasked Estep 
Score: -11359221.000000 Penalty: 1127.052246
	Iteration 66Q: 3 clusters Score -1.135922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121848 members 
Mstep: Class 2 contains 117384 members 
Entering Unmasked Estep 
Score: -11359219.000000 Penalty: 1127.052246
	Iteration 67Q: 3 clusters Score -1.135922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121847 members 
Mstep: Class 2 contains 117385 members 
Entering Unmasked Estep 
Score: -11359224.000000 Penalty: 1127.052246
	Iteration 68Q: 3 clusters Score -1.135922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121847 members 
Mstep: Class 2 contains 117385 members 
Entering Unmasked Estep 
Score: -11359224.000000 Penalty: 1127.052246
	Iteration 69F: 3 clusters Score -1.135922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 121847 members 
Mstep: Class 5 contains 2083 members 
Mstep: Class 6 contains 16389 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 353064 members 
Mstep: Class 9 contains 238350 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 117385 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 264890 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 18 contains 246976 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 39470 members 
Entering Unmasked Estep 
Score: -90357712.000000 Penalty: 12527.755859
Splitting cluster 4 changes total score from -90335480.000000 to -90357712.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 5 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -53428.914062 Penalty: 347.691193
	Iteration 0F: 2 clusters Score -53428.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -52328.953125 Penalty: 695.382385
	Iteration 0F: 3 clusters Score -52328.95 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -56886.808594 Penalty: 695.382385
	Iteration 1F: 3 clusters Score -56886.81 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -59317.214844 Penalty: 695.382385
	Iteration 2F: 3 clusters Score -59317.21 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -60560.398438 Penalty: 695.382385
	Iteration 3F: 3 clusters Score -60560.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -61222.937500 Penalty: 695.382385
	Iteration 4F: 3 clusters Score -61222.94 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -61537.539062 Penalty: 695.382385
	Iteration 5Q: 3 clusters Score -61537.54 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -61830.203125 Penalty: 695.382385
	Iteration 6Q: 3 clusters Score -61830.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -62190.566406 Penalty: 695.382385
	Iteration 7Q: 3 clusters Score -62190.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -62433.253906 Penalty: 695.382385
	Iteration 8Q: 3 clusters Score -62433.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -62560.316406 Penalty: 695.382385
	Iteration 9Q: 3 clusters Score -62560.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -62644.292969 Penalty: 695.382385
	Iteration 10Q: 3 clusters Score -62644.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -62682.863281 Penalty: 695.382385
	Iteration 11Q: 3 clusters Score -62682.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -62689.656250 Penalty: 695.382385
	Iteration 12Q: 3 clusters Score -62689.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -62689.906250 Penalty: 695.382385
	Iteration 13Q: 3 clusters Score -62689.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -62690.125000 Penalty: 695.382385
	Iteration 14Q: 3 clusters Score -62690.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -62690.125000 Penalty: 695.382385
	Iteration 15F: 3 clusters Score -62690.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 121847 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 16389 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 353064 members 
Mstep: Class 9 contains 238350 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 117385 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 264890 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 246976 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 39470 members 
Entering Unmasked Estep 
Score: -90366048.000000 Penalty: 13187.111328
Splitting cluster 5 changes total score from -90335480.000000 to -90366048.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 6 (16389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Entering Unmasked Estep 
Score: -773926.187500 Penalty: 441.548645
	Iteration 0F: 2 clusters Score -773926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -763021.500000 Penalty: 883.097290
	Iteration 0F: 3 clusters Score -763021.5 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -768106.187500 Penalty: 883.097290
	Iteration 1F: 3 clusters Score -768106.2 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -768634.375000 Penalty: 883.097290
	Iteration 2F: 3 clusters Score -768634.4 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -769112.937500 Penalty: 883.097290
	Iteration 3F: 3 clusters Score -769112.9 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -769672.750000 Penalty: 883.097290
	Iteration 4F: 3 clusters Score -769672.8 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -770402.562500 Penalty: 883.097290
	Iteration 5F: 3 clusters Score -770402.6 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -771147.375000 Penalty: 883.097290
	Iteration 6F: 3 clusters Score -771147.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -771671.812500 Penalty: 883.097290
	Iteration 7F: 3 clusters Score -771671.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -771974.812500 Penalty: 883.097290
	Iteration 8Q: 3 clusters Score -771974.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -772139.937500 Penalty: 883.097290
	Iteration 9Q: 3 clusters Score -772139.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -772243.000000 Penalty: 883.097290
	Iteration 10Q: 3 clusters Score -772243 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -772311.875000 Penalty: 883.097290
	Iteration 11Q: 3 clusters Score -772311.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -772357.562500 Penalty: 883.097290
	Iteration 12Q: 3 clusters Score -772357.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -772395.437500 Penalty: 883.097290
	Iteration 13Q: 3 clusters Score -772395.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -772434.312500 Penalty: 883.097290
	Iteration 14Q: 3 clusters Score -772434.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -772460.500000 Penalty: 883.097290
	Iteration 15Q: 3 clusters Score -772460.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -772480.625000 Penalty: 883.097290
	Iteration 16Q: 3 clusters Score -772480.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -772500.250000 Penalty: 883.097290
	Iteration 17Q: 3 clusters Score -772500.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -772517.875000 Penalty: 883.097290
	Iteration 18Q: 3 clusters Score -772517.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -772527.562500 Penalty: 883.097290
	Iteration 19Q: 3 clusters Score -772527.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -772537.812500 Penalty: 883.097290
	Iteration 20F: 3 clusters Score -772537.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -772545.125000 Penalty: 883.097290
	Iteration 21Q: 3 clusters Score -772545.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -772549.750000 Penalty: 883.097290
	Iteration 22Q: 3 clusters Score -772549.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -772559.875000 Penalty: 883.097290
	Iteration 23Q: 3 clusters Score -772559.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -772562.062500 Penalty: 883.097290
	Iteration 24Q: 3 clusters Score -772562.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -772565.937500 Penalty: 883.097290
	Iteration 25Q: 3 clusters Score -772565.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -772571.125000 Penalty: 883.097290
	Iteration 26Q: 3 clusters Score -772571.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -772572.687500 Penalty: 883.097290
	Iteration 27Q: 3 clusters Score -772572.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -772577.500000 Penalty: 883.097290
	Iteration 28Q: 3 clusters Score -772577.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -772581.125000 Penalty: 883.097290
	Iteration 29Q: 3 clusters Score -772581.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -772584.250000 Penalty: 883.097290
	Iteration 30Q: 3 clusters Score -772584.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -772587.625000 Penalty: 883.097290
	Iteration 31Q: 3 clusters Score -772587.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -772589.937500 Penalty: 883.097290
	Iteration 32Q: 3 clusters Score -772589.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -772594.187500 Penalty: 883.097290
	Iteration 33Q: 3 clusters Score -772594.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -772598.375000 Penalty: 883.097290
	Iteration 34Q: 3 clusters Score -772598.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -772600.375000 Penalty: 883.097290
	Iteration 35Q: 3 clusters Score -772600.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -772604.125000 Penalty: 883.097290
	Iteration 36Q: 3 clusters Score -772604.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -772608.375000 Penalty: 883.097290
	Iteration 37Q: 3 clusters Score -772608.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -772612.812500 Penalty: 883.097290
	Iteration 38Q: 3 clusters Score -772612.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -772617.625000 Penalty: 883.097290
	Iteration 39Q: 3 clusters Score -772617.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -772626.500000 Penalty: 883.097290
	Iteration 40F: 3 clusters Score -772626.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -772636.937500 Penalty: 883.097290
	Iteration 41Q: 3 clusters Score -772636.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -772646.062500 Penalty: 883.097290
	Iteration 42Q: 3 clusters Score -772646.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -772658.250000 Penalty: 883.097290
	Iteration 43Q: 3 clusters Score -772658.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -772670.625000 Penalty: 883.097290
	Iteration 44Q: 3 clusters Score -772670.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -772684.187500 Penalty: 883.097290
	Iteration 45Q: 3 clusters Score -772684.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -772698.062500 Penalty: 883.097290
	Iteration 46Q: 3 clusters Score -772698.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -772708.250000 Penalty: 883.097290
	Iteration 47Q: 3 clusters Score -772708.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -772732.562500 Penalty: 883.097290
	Iteration 48Q: 3 clusters Score -772732.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -772748.812500 Penalty: 883.097290
	Iteration 49Q: 3 clusters Score -772748.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -772761.687500 Penalty: 883.097290
	Iteration 50Q: 3 clusters Score -772761.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -772771.750000 Penalty: 883.097290
	Iteration 51Q: 3 clusters Score -772771.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -772786.125000 Penalty: 883.097290
	Iteration 52Q: 3 clusters Score -772786.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -772802.062500 Penalty: 883.097290
	Iteration 53Q: 3 clusters Score -772802.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -772823.812500 Penalty: 883.097290
	Iteration 54Q: 3 clusters Score -772823.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -772840.750000 Penalty: 883.097290
	Iteration 55Q: 3 clusters Score -772840.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -772858.875000 Penalty: 883.097290
	Iteration 56Q: 3 clusters Score -772858.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -772872.875000 Penalty: 883.097290
	Iteration 57Q: 3 clusters Score -772872.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -772885.937500 Penalty: 883.097290
	Iteration 58Q: 3 clusters Score -772885.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -772904.875000 Penalty: 883.097290
	Iteration 59Q: 3 clusters Score -772904.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -772927.937500 Penalty: 883.097290
	Iteration 60F: 3 clusters Score -772927.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -772950.875000 Penalty: 883.097290
	Iteration 61Q: 3 clusters Score -772950.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -772977.000000 Penalty: 883.097290
	Iteration 62Q: 3 clusters Score -772977 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -772999.375000 Penalty: 883.097290
	Iteration 63Q: 3 clusters Score -772999.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -773018.125000 Penalty: 883.097290
	Iteration 64Q: 3 clusters Score -773018.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -773038.375000 Penalty: 883.097290
	Iteration 65Q: 3 clusters Score -773038.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -773061.250000 Penalty: 883.097290
	Iteration 66Q: 3 clusters Score -773061.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -773086.625000 Penalty: 883.097290
	Iteration 67Q: 3 clusters Score -773086.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -773120.000000 Penalty: 883.097290
	Iteration 68Q: 3 clusters Score -773120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -773149.375000 Penalty: 883.097290
	Iteration 69Q: 3 clusters Score -773149.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -773184.562500 Penalty: 883.097290
	Iteration 70Q: 3 clusters Score -773184.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -773222.000000 Penalty: 883.097290
	Iteration 71Q: 3 clusters Score -773222 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -773265.312500 Penalty: 883.097290
	Iteration 72Q: 3 clusters Score -773265.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -773313.875000 Penalty: 883.097290
	Iteration 73Q: 3 clusters Score -773313.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -773359.375000 Penalty: 883.097290
	Iteration 74Q: 3 clusters Score -773359.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -773398.562500 Penalty: 883.097290
	Iteration 75Q: 3 clusters Score -773398.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -773437.562500 Penalty: 883.097290
	Iteration 76Q: 3 clusters Score -773437.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -773469.937500 Penalty: 883.097290
	Iteration 77Q: 3 clusters Score -773469.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -773499.000000 Penalty: 883.097290
	Iteration 78Q: 3 clusters Score -773499 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -773529.187500 Penalty: 883.097290
	Iteration 79Q: 3 clusters Score -773529.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -773556.812500 Penalty: 883.097290
	Iteration 80F: 3 clusters Score -773556.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -773585.312500 Penalty: 883.097290
	Iteration 81Q: 3 clusters Score -773585.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -773611.437500 Penalty: 883.097290
	Iteration 82Q: 3 clusters Score -773611.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -773635.312500 Penalty: 883.097290
	Iteration 83Q: 3 clusters Score -773635.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -773664.625000 Penalty: 883.097290
	Iteration 84Q: 3 clusters Score -773664.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -773687.687500 Penalty: 883.097290
	Iteration 85Q: 3 clusters Score -773687.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -773711.562500 Penalty: 883.097290
	Iteration 86Q: 3 clusters Score -773711.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -773728.875000 Penalty: 883.097290
	Iteration 87Q: 3 clusters Score -773728.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -773744.375000 Penalty: 883.097290
	Iteration 88Q: 3 clusters Score -773744.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -773764.875000 Penalty: 883.097290
	Iteration 89Q: 3 clusters Score -773764.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -773777.875000 Penalty: 883.097290
	Iteration 90Q: 3 clusters Score -773777.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -773795.875000 Penalty: 883.097290
	Iteration 91Q: 3 clusters Score -773795.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -773808.125000 Penalty: 883.097290
	Iteration 92Q: 3 clusters Score -773808.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -773823.312500 Penalty: 883.097290
	Iteration 93Q: 3 clusters Score -773823.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -773842.187500 Penalty: 883.097290
	Iteration 94Q: 3 clusters Score -773842.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -773854.000000 Penalty: 883.097290
	Iteration 95Q: 3 clusters Score -773854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -773862.125000 Penalty: 883.097290
	Iteration 96Q: 3 clusters Score -773862.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -773873.625000 Penalty: 883.097290
	Iteration 97Q: 3 clusters Score -773873.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -773886.375000 Penalty: 883.097290
	Iteration 98Q: 3 clusters Score -773886.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -773900.375000 Penalty: 883.097290
	Iteration 99Q: 3 clusters Score -773900.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -773918.125000 Penalty: 883.097290
	Iteration 100F: 3 clusters Score -773918.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -773942.062500 Penalty: 883.097290
	Iteration 101Q: 3 clusters Score -773942.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -773962.875000 Penalty: 883.097290
	Iteration 102Q: 3 clusters Score -773962.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -773991.375000 Penalty: 883.097290
	Iteration 103Q: 3 clusters Score -773991.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -774026.562500 Penalty: 883.097290
	Iteration 104Q: 3 clusters Score -774026.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -774059.187500 Penalty: 883.097290
	Iteration 105Q: 3 clusters Score -774059.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -774084.250000 Penalty: 883.097290
	Iteration 106Q: 3 clusters Score -774084.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -774102.750000 Penalty: 883.097290
	Iteration 107Q: 3 clusters Score -774102.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -774111.375000 Penalty: 883.097290
	Iteration 108Q: 3 clusters Score -774111.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -774118.062500 Penalty: 883.097290
	Iteration 109Q: 3 clusters Score -774118.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -774120.812500 Penalty: 883.097290
	Iteration 110Q: 3 clusters Score -774120.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -774126.312500 Penalty: 883.097290
	Iteration 111Q: 3 clusters Score -774126.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -774133.500000 Penalty: 883.097290
	Iteration 112Q: 3 clusters Score -774133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -774140.625000 Penalty: 883.097290
	Iteration 113Q: 3 clusters Score -774140.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -774146.125000 Penalty: 883.097290
	Iteration 114Q: 3 clusters Score -774146.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -774148.937500 Penalty: 883.097290
	Iteration 115Q: 3 clusters Score -774148.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -774149.312500 Penalty: 883.097290
	Iteration 116Q: 3 clusters Score -774149.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -774149.687500 Penalty: 883.097290
	Iteration 117Q: 3 clusters Score -774149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -774149.812500 Penalty: 883.097290
	Iteration 118Q: 3 clusters Score -774149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -774150.562500 Penalty: 883.097290
	Iteration 119Q: 3 clusters Score -774150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -774150.375000 Penalty: 883.097290
	Iteration 120F: 3 clusters Score -774150.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 121847 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 353064 members 
Mstep: Class 9 contains 238350 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 117385 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 264890 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 246976 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 39470 members 
Entering Unmasked Estep 
Score: -90365928.000000 Penalty: 13846.466797
Splitting cluster 6 changes total score from -90335480.000000 to -90365928.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 8 (353064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353064 members 
Entering Unmasked Estep 
Score: -17254408.000000 Penalty: 581.235413
	Iteration 0F: 2 clusters Score -1.725441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176624 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -17124134.000000 Penalty: 1162.470825
	Iteration 0F: 3 clusters Score -1.712413e+07 nChanged 174511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195051 members 
Mstep: Class 2 contains 158013 members 
Entering Unmasked Estep 
Score: -17240100.000000 Penalty: 1162.470825
	Iteration 1F: 3 clusters Score -1.72401e+07 nChanged 26293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209976 members 
Mstep: Class 2 contains 143088 members 
Entering Unmasked Estep 
Score: -17254364.000000 Penalty: 1162.470825
	Iteration 2F: 3 clusters Score -1.725436e+07 nChanged 30620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232116 members 
Mstep: Class 2 contains 120948 members 
Entering Unmasked Estep 
Score: -17267462.000000 Penalty: 1162.470825
	Iteration 3F: 3 clusters Score -1.726746e+07 nChanged 33748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260886 members 
Mstep: Class 2 contains 92178 members 
Entering Unmasked Estep 
Score: -17272080.000000 Penalty: 1162.470825
	Iteration 4F: 3 clusters Score -1.727208e+07 nChanged 29310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286104 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -17274036.000000 Penalty: 1162.470825
	Iteration 5F: 3 clusters Score -1.727404e+07 nChanged 17901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300075 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -17280626.000000 Penalty: 1162.470825
	Iteration 6F: 3 clusters Score -1.728063e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305413 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -17282422.000000 Penalty: 1162.470825
	Iteration 7Q: 3 clusters Score -1.728242e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308422 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -17280800.000000 Penalty: 1162.470825
	Iteration 8Q: 3 clusters Score -1.72808e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310826 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -17279084.000000 Penalty: 1162.470825
	Iteration 9Q: 3 clusters Score -1.727908e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312905 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -17277480.000000 Penalty: 1162.470825
	Iteration 10Q: 3 clusters Score -1.727748e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314713 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -17276126.000000 Penalty: 1162.470825
	Iteration 11Q: 3 clusters Score -1.727613e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316423 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -17274920.000000 Penalty: 1162.470825
	Iteration 12Q: 3 clusters Score -1.727492e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317950 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -17273914.000000 Penalty: 1162.470825
	Iteration 13Q: 3 clusters Score -1.727391e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319381 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -17272952.000000 Penalty: 1162.470825
	Iteration 14Q: 3 clusters Score -1.727295e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320739 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -17272960.000000 Penalty: 1162.470825
	Iteration 15Q: 3 clusters Score -1.727296e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321872 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -17272988.000000 Penalty: 1162.470825
	Iteration 16Q: 3 clusters Score -1.727299e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322908 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -17273108.000000 Penalty: 1162.470825
	Iteration 17Q: 3 clusters Score -1.727311e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323907 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -17273238.000000 Penalty: 1162.470825
	Iteration 18Q: 3 clusters Score -1.727324e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324821 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -17273272.000000 Penalty: 1162.470825
	Iteration 19Q: 3 clusters Score -1.727327e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325601 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -17273388.000000 Penalty: 1162.470825
	Iteration 20F: 3 clusters Score -1.727339e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326327 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -17273488.000000 Penalty: 1162.470825
	Iteration 21Q: 3 clusters Score -1.727349e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326980 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -17273628.000000 Penalty: 1162.470825
	Iteration 22Q: 3 clusters Score -1.727363e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327574 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -17273768.000000 Penalty: 1162.470825
	Iteration 23Q: 3 clusters Score -1.727377e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328147 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -17273888.000000 Penalty: 1162.470825
	Iteration 24Q: 3 clusters Score -1.727389e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328693 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -17274068.000000 Penalty: 1162.470825
	Iteration 25Q: 3 clusters Score -1.727407e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329245 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -17274020.000000 Penalty: 1162.470825
	Iteration 26Q: 3 clusters Score -1.727402e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329712 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -17274110.000000 Penalty: 1162.470825
	Iteration 27Q: 3 clusters Score -1.727411e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330119 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -17274218.000000 Penalty: 1162.470825
	Iteration 28Q: 3 clusters Score -1.727422e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330453 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -17274288.000000 Penalty: 1162.470825
	Iteration 29Q: 3 clusters Score -1.727429e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330761 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -17274280.000000 Penalty: 1162.470825
	Iteration 30Q: 3 clusters Score -1.727428e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331031 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -17274250.000000 Penalty: 1162.470825
	Iteration 31Q: 3 clusters Score -1.727425e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331295 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -17274256.000000 Penalty: 1162.470825
	Iteration 32Q: 3 clusters Score -1.727426e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331526 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -17274258.000000 Penalty: 1162.470825
	Iteration 33Q: 3 clusters Score -1.727426e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331750 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -17274228.000000 Penalty: 1162.470825
	Iteration 34Q: 3 clusters Score -1.727423e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331953 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -17274126.000000 Penalty: 1162.470825
	Iteration 35Q: 3 clusters Score -1.727413e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332143 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -17274062.000000 Penalty: 1162.470825
	Iteration 36Q: 3 clusters Score -1.727406e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332305 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -17274052.000000 Penalty: 1162.470825
	Iteration 37Q: 3 clusters Score -1.727405e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332456 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -17274026.000000 Penalty: 1162.470825
	Iteration 38Q: 3 clusters Score -1.727403e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332613 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -17273962.000000 Penalty: 1162.470825
	Iteration 39Q: 3 clusters Score -1.727396e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332766 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -17273986.000000 Penalty: 1162.470825
	Iteration 40F: 3 clusters Score -1.727399e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332925 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -17273970.000000 Penalty: 1162.470825
	Iteration 41Q: 3 clusters Score -1.727397e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333109 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -17273902.000000 Penalty: 1162.470825
	Iteration 42Q: 3 clusters Score -1.72739e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333310 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -17273776.000000 Penalty: 1162.470825
	Iteration 43Q: 3 clusters Score -1.727378e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333502 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -17273698.000000 Penalty: 1162.470825
	Iteration 44Q: 3 clusters Score -1.72737e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333689 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -17273634.000000 Penalty: 1162.470825
	Iteration 45Q: 3 clusters Score -1.727363e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333837 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -17273574.000000 Penalty: 1162.470825
	Iteration 46Q: 3 clusters Score -1.727357e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333981 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -17273540.000000 Penalty: 1162.470825
	Iteration 47Q: 3 clusters Score -1.727354e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334121 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -17273476.000000 Penalty: 1162.470825
	Iteration 48Q: 3 clusters Score -1.727348e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334230 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -17273422.000000 Penalty: 1162.470825
	Iteration 49Q: 3 clusters Score -1.727342e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334333 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -17273344.000000 Penalty: 1162.470825
	Iteration 50Q: 3 clusters Score -1.727334e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334419 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -17273312.000000 Penalty: 1162.470825
	Iteration 51Q: 3 clusters Score -1.727331e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334494 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -17273288.000000 Penalty: 1162.470825
	Iteration 52Q: 3 clusters Score -1.727329e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334564 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -17273268.000000 Penalty: 1162.470825
	Iteration 53Q: 3 clusters Score -1.727327e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334623 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -17273240.000000 Penalty: 1162.470825
	Iteration 54Q: 3 clusters Score -1.727324e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334678 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -17273192.000000 Penalty: 1162.470825
	Iteration 55Q: 3 clusters Score -1.727319e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334721 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -17273190.000000 Penalty: 1162.470825
	Iteration 56Q: 3 clusters Score -1.727319e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334769 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -17273194.000000 Penalty: 1162.470825
	Iteration 57Q: 3 clusters Score -1.727319e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334805 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -17273160.000000 Penalty: 1162.470825
	Iteration 58Q: 3 clusters Score -1.727316e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334832 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -17273136.000000 Penalty: 1162.470825
	Iteration 59Q: 3 clusters Score -1.727314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334858 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -17273124.000000 Penalty: 1162.470825
	Iteration 60F: 3 clusters Score -1.727312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334877 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -17273104.000000 Penalty: 1162.470825
	Iteration 61Q: 3 clusters Score -1.72731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334899 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -17273092.000000 Penalty: 1162.470825
	Iteration 62Q: 3 clusters Score -1.727309e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334915 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -17273100.000000 Penalty: 1162.470825
	Iteration 63Q: 3 clusters Score -1.72731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334933 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -17273080.000000 Penalty: 1162.470825
	Iteration 64Q: 3 clusters Score -1.727308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334952 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -17273066.000000 Penalty: 1162.470825
	Iteration 65Q: 3 clusters Score -1.727307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334967 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -17273046.000000 Penalty: 1162.470825
	Iteration 66Q: 3 clusters Score -1.727305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334983 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -17273034.000000 Penalty: 1162.470825
	Iteration 67Q: 3 clusters Score -1.727303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334995 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -17273038.000000 Penalty: 1162.470825
	Iteration 68Q: 3 clusters Score -1.727304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335004 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -17273034.000000 Penalty: 1162.470825
	Iteration 69Q: 3 clusters Score -1.727303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335010 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -17273028.000000 Penalty: 1162.470825
	Iteration 70Q: 3 clusters Score -1.727303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335016 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -17273030.000000 Penalty: 1162.470825
	Iteration 71Q: 3 clusters Score -1.727303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335021 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -17273038.000000 Penalty: 1162.470825
	Iteration 72Q: 3 clusters Score -1.727304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335022 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -17273038.000000 Penalty: 1162.470825
	Iteration 73Q: 3 clusters Score -1.727304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335027 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -17273026.000000 Penalty: 1162.470825
	Iteration 74Q: 3 clusters Score -1.727303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335029 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -17273032.000000 Penalty: 1162.470825
	Iteration 75Q: 3 clusters Score -1.727303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335034 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -17273032.000000 Penalty: 1162.470825
	Iteration 76Q: 3 clusters Score -1.727303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335038 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -17273028.000000 Penalty: 1162.470825
	Iteration 77Q: 3 clusters Score -1.727303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335040 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -17273042.000000 Penalty: 1162.470825
	Iteration 78Q: 3 clusters Score -1.727304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335041 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -17273032.000000 Penalty: 1162.470825
	Iteration 79Q: 3 clusters Score -1.727303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335042 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -17273022.000000 Penalty: 1162.470825
	Iteration 80F: 3 clusters Score -1.727302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335043 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -17273026.000000 Penalty: 1162.470825
	Iteration 81Q: 3 clusters Score -1.727303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335045 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -17273016.000000 Penalty: 1162.470825
	Iteration 82Q: 3 clusters Score -1.727302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335046 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -17273012.000000 Penalty: 1162.470825
	Iteration 83Q: 3 clusters Score -1.727301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335046 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -17273012.000000 Penalty: 1162.470825
	Iteration 84F: 3 clusters Score -1.727301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 121847 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 335046 members 
Mstep: Class 9 contains 238350 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 117385 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 264890 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 246976 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 39470 members 
Mstep: Class 22 contains 18018 members 
Entering Unmasked Estep 
Score: -90382344.000000 Penalty: 14505.822266
Splitting cluster 8 changes total score from -90335480.000000 to -90382344.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (238350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238350 members 
Entering Unmasked Estep 
Score: -11534235.000000 Penalty: 563.358032
	Iteration 0F: 2 clusters Score -1.153424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119683 members 
Mstep: Class 2 contains 118667 members 
Entering Unmasked Estep 
Score: -11388777.000000 Penalty: 1126.716064
	Iteration 0F: 3 clusters Score -1.138878e+07 nChanged 117702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141707 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
Score: -11466159.000000 Penalty: 1126.716064
	Iteration 1F: 3 clusters Score -1.146616e+07 nChanged 15275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -11474932.000000 Penalty: 1126.716064
	Iteration 2F: 3 clusters Score -1.147493e+07 nChanged 18702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171498 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -11488938.000000 Penalty: 1126.716064
	Iteration 3F: 3 clusters Score -1.148894e+07 nChanged 19292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188958 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -11505738.000000 Penalty: 1126.716064
	Iteration 4F: 3 clusters Score -1.150574e+07 nChanged 15541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202651 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -11520114.000000 Penalty: 1126.716064
	Iteration 5F: 3 clusters Score -1.152011e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211599 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -11529761.000000 Penalty: 1126.716064
	Iteration 6Q: 3 clusters Score -1.152976e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218187 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -11534185.000000 Penalty: 1126.716064
	Iteration 7Q: 3 clusters Score -1.153418e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223410 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -11535978.000000 Penalty: 1126.716064
	Iteration 8Q: 3 clusters Score -1.153598e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227351 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -11536708.000000 Penalty: 1126.716064
	Iteration 9Q: 3 clusters Score -1.153671e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230148 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -11536752.000000 Penalty: 1126.716064
	Iteration 10Q: 3 clusters Score -1.153675e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232062 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -11536534.000000 Penalty: 1126.716064
	Iteration 11Q: 3 clusters Score -1.153653e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233434 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -11536329.000000 Penalty: 1126.716064
	Iteration 12Q: 3 clusters Score -1.153633e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234340 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -11536174.000000 Penalty: 1126.716064
	Iteration 13Q: 3 clusters Score -1.153617e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235022 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -11535941.000000 Penalty: 1126.716064
	Iteration 14Q: 3 clusters Score -1.153594e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235530 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -11535792.000000 Penalty: 1126.716064
	Iteration 15Q: 3 clusters Score -1.153579e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235905 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -11535609.000000 Penalty: 1126.716064
	Iteration 16Q: 3 clusters Score -1.153561e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236178 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -11535468.000000 Penalty: 1126.716064
	Iteration 17Q: 3 clusters Score -1.153547e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236401 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11535346.000000 Penalty: 1126.716064
	Iteration 18Q: 3 clusters Score -1.153535e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236580 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -11535222.000000 Penalty: 1126.716064
	Iteration 19Q: 3 clusters Score -1.153522e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236734 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -11535116.000000 Penalty: 1126.716064
	Iteration 20F: 3 clusters Score -1.153512e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236852 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -11535021.000000 Penalty: 1126.716064
	Iteration 21Q: 3 clusters Score -1.153502e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236918 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11534965.000000 Penalty: 1126.716064
	Iteration 22Q: 3 clusters Score -1.153496e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236981 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -11534914.000000 Penalty: 1126.716064
	Iteration 23Q: 3 clusters Score -1.153491e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237040 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -11534883.000000 Penalty: 1126.716064
	Iteration 24Q: 3 clusters Score -1.153488e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237090 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11534867.000000 Penalty: 1126.716064
	Iteration 25Q: 3 clusters Score -1.153487e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237139 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -11534825.000000 Penalty: 1126.716064
	Iteration 26Q: 3 clusters Score -1.153482e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237175 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11534767.000000 Penalty: 1126.716064
	Iteration 27Q: 3 clusters Score -1.153477e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237206 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11534739.000000 Penalty: 1126.716064
	Iteration 28Q: 3 clusters Score -1.153474e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237233 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11534725.000000 Penalty: 1126.716064
	Iteration 29Q: 3 clusters Score -1.153472e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237257 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -11534707.000000 Penalty: 1126.716064
	Iteration 30Q: 3 clusters Score -1.153471e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237278 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11534695.000000 Penalty: 1126.716064
	Iteration 31Q: 3 clusters Score -1.15347e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237296 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11534677.000000 Penalty: 1126.716064
	Iteration 32Q: 3 clusters Score -1.153468e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237309 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11534665.000000 Penalty: 1126.716064
	Iteration 33Q: 3 clusters Score -1.153466e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237319 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11534667.000000 Penalty: 1126.716064
	Iteration 34Q: 3 clusters Score -1.153467e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237330 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -11534675.000000 Penalty: 1126.716064
	Iteration 35Q: 3 clusters Score -1.153468e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237347 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11534671.000000 Penalty: 1126.716064
	Iteration 36Q: 3 clusters Score -1.153467e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237351 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11534666.000000 Penalty: 1126.716064
	Iteration 37Q: 3 clusters Score -1.153467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237359 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11534651.000000 Penalty: 1126.716064
	Iteration 38Q: 3 clusters Score -1.153465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237367 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -11534643.000000 Penalty: 1126.716064
	Iteration 39Q: 3 clusters Score -1.153464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237376 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11534635.000000 Penalty: 1126.716064
	Iteration 40F: 3 clusters Score -1.153464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237375 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11534640.000000 Penalty: 1126.716064
	Iteration 41Q: 3 clusters Score -1.153464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237377 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11534644.000000 Penalty: 1126.716064
	Iteration 42Q: 3 clusters Score -1.153464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237378 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11534637.000000 Penalty: 1126.716064
	Iteration 43Q: 3 clusters Score -1.153464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237381 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11534638.000000 Penalty: 1126.716064
	Iteration 44Q: 3 clusters Score -1.153464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237384 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11534643.000000 Penalty: 1126.716064
	Iteration 45Q: 3 clusters Score -1.153464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237383 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11534643.000000 Penalty: 1126.716064
	Iteration 46Q: 3 clusters Score -1.153464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237382 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11534657.000000 Penalty: 1126.716064
	Iteration 47Q: 3 clusters Score -1.153466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237382 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11534655.000000 Penalty: 1126.716064
	Iteration 48Q: 3 clusters Score -1.153466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237385 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11534653.000000 Penalty: 1126.716064
	Iteration 49Q: 3 clusters Score -1.153465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237389 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11534641.000000 Penalty: 1126.716064
	Iteration 50Q: 3 clusters Score -1.153464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237388 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11534640.000000 Penalty: 1126.716064
	Iteration 51Q: 3 clusters Score -1.153464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237390 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11534646.000000 Penalty: 1126.716064
	Iteration 52Q: 3 clusters Score -1.153465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237399 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -11534640.000000 Penalty: 1126.716064
	Iteration 53Q: 3 clusters Score -1.153464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237405 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11534629.000000 Penalty: 1126.716064
	Iteration 54Q: 3 clusters Score -1.153463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237411 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11534637.000000 Penalty: 1126.716064
	Iteration 55Q: 3 clusters Score -1.153464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237417 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11534641.000000 Penalty: 1126.716064
	Iteration 56Q: 3 clusters Score -1.153464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237427 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11534638.000000 Penalty: 1126.716064
	Iteration 57Q: 3 clusters Score -1.153464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237427 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11534639.000000 Penalty: 1126.716064
	Iteration 58Q: 3 clusters Score -1.153464e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237429 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11534654.000000 Penalty: 1126.716064
	Iteration 59Q: 3 clusters Score -1.153465e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237435 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11534649.000000 Penalty: 1126.716064
	Iteration 60F: 3 clusters Score -1.153465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237442 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11534634.000000 Penalty: 1126.716064
	Iteration 61Q: 3 clusters Score -1.153463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237450 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11534636.000000 Penalty: 1126.716064
	Iteration 62Q: 3 clusters Score -1.153464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237458 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11534623.000000 Penalty: 1126.716064
	Iteration 63Q: 3 clusters Score -1.153462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237473 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11534591.000000 Penalty: 1126.716064
	Iteration 64Q: 3 clusters Score -1.153459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237489 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11534587.000000 Penalty: 1126.716064
	Iteration 65Q: 3 clusters Score -1.153459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237496 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11534570.000000 Penalty: 1126.716064
	Iteration 66Q: 3 clusters Score -1.153457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237503 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11534558.000000 Penalty: 1126.716064
	Iteration 67Q: 3 clusters Score -1.153456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237511 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11534550.000000 Penalty: 1126.716064
	Iteration 68Q: 3 clusters Score -1.153455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237518 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11534545.000000 Penalty: 1126.716064
	Iteration 69Q: 3 clusters Score -1.153454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237524 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11534531.000000 Penalty: 1126.716064
	Iteration 70Q: 3 clusters Score -1.153453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237534 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11534531.000000 Penalty: 1126.716064
	Iteration 71Q: 3 clusters Score -1.153453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237541 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11534546.000000 Penalty: 1126.716064
	Iteration 72Q: 3 clusters Score -1.153455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237554 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11534543.000000 Penalty: 1126.716064
	Iteration 73Q: 3 clusters Score -1.153454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237563 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11534528.000000 Penalty: 1126.716064
	Iteration 74Q: 3 clusters Score -1.153453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237565 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11534519.000000 Penalty: 1126.716064
	Iteration 75Q: 3 clusters Score -1.153452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237569 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11534522.000000 Penalty: 1126.716064
	Iteration 76Q: 3 clusters Score -1.153452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237573 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -11534519.000000 Penalty: 1126.716064
	Iteration 77Q: 3 clusters Score -1.153452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237574 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11534520.000000 Penalty: 1126.716064
	Iteration 78Q: 3 clusters Score -1.153452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237575 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -11534518.000000 Penalty: 1126.716064
	Iteration 79Q: 3 clusters Score -1.153452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237578 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11534520.000000 Penalty: 1126.716064
	Iteration 80F: 3 clusters Score -1.153452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237581 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11534521.000000 Penalty: 1126.716064
	Iteration 81Q: 3 clusters Score -1.153452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237581 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11534520.000000 Penalty: 1126.716064
	Iteration 82Q: 3 clusters Score -1.153452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237581 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11534520.000000 Penalty: 1126.716064
	Iteration 83F: 3 clusters Score -1.153452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 121847 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 335046 members 
Mstep: Class 9 contains 237581 members 
Mstep: Class 10 contains 9272 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 117385 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 264890 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 246976 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 39470 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 769 members 
Entering Unmasked Estep 
Score: -90382480.000000 Penalty: 15165.177734
Splitting cluster 9 changes total score from -90335480.000000 to -90382480.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (9272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Entering Unmasked Estep 
Score: -436760.562500 Penalty: 415.631317
	Iteration 0F: 2 clusters Score -436760.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -430594.000000 Penalty: 831.262634
	Iteration 0F: 3 clusters Score -430594 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -433072.968750 Penalty: 831.262634
	Iteration 1F: 3 clusters Score -433073 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -433368.218750 Penalty: 831.262634
	Iteration 2F: 3 clusters Score -433368.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -433755.406250 Penalty: 831.262634
	Iteration 3F: 3 clusters Score -433755.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -434306.937500 Penalty: 831.262634
	Iteration 4F: 3 clusters Score -434306.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -435045.125000 Penalty: 831.262634
	Iteration 5F: 3 clusters Score -435045.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -435751.875000 Penalty: 831.262634
	Iteration 6F: 3 clusters Score -435751.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -436216.468750 Penalty: 831.262634
	Iteration 7F: 3 clusters Score -436216.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -436464.125000 Penalty: 831.262634
	Iteration 8F: 3 clusters Score -436464.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -436608.187500 Penalty: 831.262634
	Iteration 9Q: 3 clusters Score -436608.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -436688.343750 Penalty: 831.262634
	Iteration 10Q: 3 clusters Score -436688.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -436738.656250 Penalty: 831.262634
	Iteration 11Q: 3 clusters Score -436738.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -436788.375000 Penalty: 831.262634
	Iteration 12Q: 3 clusters Score -436788.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -436836.000000 Penalty: 831.262634
	Iteration 13Q: 3 clusters Score -436836 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -436883.343750 Penalty: 831.262634
	Iteration 14Q: 3 clusters Score -436883.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -436933.375000 Penalty: 831.262634
	Iteration 15Q: 3 clusters Score -436933.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -436984.781250 Penalty: 831.262634
	Iteration 16Q: 3 clusters Score -436984.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -437039.937500 Penalty: 831.262634
	Iteration 17Q: 3 clusters Score -437039.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -437085.531250 Penalty: 831.262634
	Iteration 18Q: 3 clusters Score -437085.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -437126.093750 Penalty: 831.262634
	Iteration 19Q: 3 clusters Score -437126.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -437167.781250 Penalty: 831.262634
	Iteration 20F: 3 clusters Score -437167.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -437207.500000 Penalty: 831.262634
	Iteration 21Q: 3 clusters Score -437207.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -437240.375000 Penalty: 831.262634
	Iteration 22Q: 3 clusters Score -437240.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -437270.656250 Penalty: 831.262634
	Iteration 23Q: 3 clusters Score -437270.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -437295.875000 Penalty: 831.262634
	Iteration 24Q: 3 clusters Score -437295.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -437319.031250 Penalty: 831.262634
	Iteration 25Q: 3 clusters Score -437319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -437338.000000 Penalty: 831.262634
	Iteration 26Q: 3 clusters Score -437338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -437349.750000 Penalty: 831.262634
	Iteration 27Q: 3 clusters Score -437349.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -437366.656250 Penalty: 831.262634
	Iteration 28Q: 3 clusters Score -437366.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -437390.156250 Penalty: 831.262634
	Iteration 29Q: 3 clusters Score -437390.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -437414.968750 Penalty: 831.262634
	Iteration 30Q: 3 clusters Score -437415 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -437430.968750 Penalty: 831.262634
	Iteration 31Q: 3 clusters Score -437431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -437443.562500 Penalty: 831.262634
	Iteration 32Q: 3 clusters Score -437443.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -437454.937500 Penalty: 831.262634
	Iteration 33Q: 3 clusters Score -437454.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -437463.937500 Penalty: 831.262634
	Iteration 34Q: 3 clusters Score -437463.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -437473.312500 Penalty: 831.262634
	Iteration 35Q: 3 clusters Score -437473.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -437480.281250 Penalty: 831.262634
	Iteration 36Q: 3 clusters Score -437480.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -437486.000000 Penalty: 831.262634
	Iteration 37Q: 3 clusters Score -437486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -437488.468750 Penalty: 831.262634
	Iteration 38Q: 3 clusters Score -437488.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -437489.937500 Penalty: 831.262634
	Iteration 39Q: 3 clusters Score -437489.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -437491.187500 Penalty: 831.262634
	Iteration 40F: 3 clusters Score -437491.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -437494.593750 Penalty: 831.262634
	Iteration 41Q: 3 clusters Score -437494.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -437495.156250 Penalty: 831.262634
	Iteration 42Q: 3 clusters Score -437495.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -437496.218750 Penalty: 831.262634
	Iteration 43Q: 3 clusters Score -437496.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -437496.125000 Penalty: 831.262634
	Iteration 44Q: 3 clusters Score -437496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -437495.468750 Penalty: 831.262634
	Iteration 45Q: 3 clusters Score -437495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -437495.468750 Penalty: 831.262634
	Iteration 46F: 3 clusters Score -437495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 121847 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 335046 members 
Mstep: Class 9 contains 237581 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 117385 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 264890 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 246976 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 39470 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 1188 members 
Entering Unmasked Estep 
Score: -90383248.000000 Penalty: 15824.533203
Splitting cluster 10 changes total score from -90335480.000000 to -90383248.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -159372.859375 Penalty: 368.127258
	Iteration 0F: 2 clusters Score -159372.9 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 1644 members 
Entering Unmasked Estep 
Score: -157112.125000 Penalty: 736.254517
	Iteration 0F: 3 clusters Score -157112.1 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -157926.953125 Penalty: 736.254517
	Iteration 1F: 3 clusters Score -157927 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -158072.109375 Penalty: 736.254517
	Iteration 2F: 3 clusters Score -158072.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -158200.703125 Penalty: 736.254517
	Iteration 3F: 3 clusters Score -158200.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -158313.515625 Penalty: 736.254517
	Iteration 4F: 3 clusters Score -158313.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -158441.703125 Penalty: 736.254517
	Iteration 5F: 3 clusters Score -158441.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -158553.515625 Penalty: 736.254517
	Iteration 6Q: 3 clusters Score -158553.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -158630.562500 Penalty: 736.254517
	Iteration 7Q: 3 clusters Score -158630.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -158680.609375 Penalty: 736.254517
	Iteration 8Q: 3 clusters Score -158680.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -158717.656250 Penalty: 736.254517
	Iteration 9Q: 3 clusters Score -158717.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -158752.843750 Penalty: 736.254517
	Iteration 10Q: 3 clusters Score -158752.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -158793.406250 Penalty: 736.254517
	Iteration 11Q: 3 clusters Score -158793.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -158814.046875 Penalty: 736.254517
	Iteration 12Q: 3 clusters Score -158814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -158826.296875 Penalty: 736.254517
	Iteration 13Q: 3 clusters Score -158826.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -158834.046875 Penalty: 736.254517
	Iteration 14Q: 3 clusters Score -158834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -158846.156250 Penalty: 736.254517
	Iteration 15Q: 3 clusters Score -158846.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -158861.703125 Penalty: 736.254517
	Iteration 16Q: 3 clusters Score -158861.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -158878.000000 Penalty: 736.254517
	Iteration 17Q: 3 clusters Score -158878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -158903.359375 Penalty: 736.254517
	Iteration 18Q: 3 clusters Score -158903.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -158922.812500 Penalty: 736.254517
	Iteration 19Q: 3 clusters Score -158922.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -158934.437500 Penalty: 736.254517
	Iteration 20F: 3 clusters Score -158934.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -158942.343750 Penalty: 736.254517
	Iteration 21Q: 3 clusters Score -158942.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -158949.093750 Penalty: 736.254517
	Iteration 22Q: 3 clusters Score -158949.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -158954.609375 Penalty: 736.254517
	Iteration 23Q: 3 clusters Score -158954.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -158962.546875 Penalty: 736.254517
	Iteration 24Q: 3 clusters Score -158962.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -158971.062500 Penalty: 736.254517
	Iteration 25Q: 3 clusters Score -158971.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -158978.828125 Penalty: 736.254517
	Iteration 26Q: 3 clusters Score -158978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -158985.109375 Penalty: 736.254517
	Iteration 27Q: 3 clusters Score -158985.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -158994.281250 Penalty: 736.254517
	Iteration 28Q: 3 clusters Score -158994.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -158999.578125 Penalty: 736.254517
	Iteration 29Q: 3 clusters Score -158999.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -159002.343750 Penalty: 736.254517
	Iteration 30Q: 3 clusters Score -159002.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -159005.296875 Penalty: 736.254517
	Iteration 31Q: 3 clusters Score -159005.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -159008.609375 Penalty: 736.254517
	Iteration 32Q: 3 clusters Score -159008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -159010.453125 Penalty: 736.254517
	Iteration 33Q: 3 clusters Score -159010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -159011.515625 Penalty: 736.254517
	Iteration 34Q: 3 clusters Score -159011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -159011.765625 Penalty: 736.254517
	Iteration 35Q: 3 clusters Score -159011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -159011.765625 Penalty: 736.254517
	Iteration 36F: 3 clusters Score -159011.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Entering Unmasked Estep 
Score: -843810.312500 Penalty: 445.981323
	Iteration 0F: 2 clusters Score -843810.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -831770.687500 Penalty: 891.962646
	Iteration 0F: 3 clusters Score -831770.7 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -836914.875000 Penalty: 891.962646
	Iteration 1F: 3 clusters Score -836914.9 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -837442.562500 Penalty: 891.962646
	Iteration 2F: 3 clusters Score -837442.6 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -838219.812500 Penalty: 891.962646
	Iteration 3F: 3 clusters Score -838219.8 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -839232.062500 Penalty: 891.962646
	Iteration 4F: 3 clusters Score -839232.1 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -840167.000000 Penalty: 891.962646
	Iteration 5F: 3 clusters Score -840167 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -840863.187500 Penalty: 891.962646
	Iteration 6F: 3 clusters Score -840863.2 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -841314.437500 Penalty: 891.962646
	Iteration 7Q: 3 clusters Score -841314.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -841583.750000 Penalty: 891.962646
	Iteration 8Q: 3 clusters Score -841583.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -841784.250000 Penalty: 891.962646
	Iteration 9Q: 3 clusters Score -841784.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -841949.875000 Penalty: 891.962646
	Iteration 10Q: 3 clusters Score -841949.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -842106.062500 Penalty: 891.962646
	Iteration 11Q: 3 clusters Score -842106.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -842255.750000 Penalty: 891.962646
	Iteration 12Q: 3 clusters Score -842255.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -842403.437500 Penalty: 891.962646
	Iteration 13Q: 3 clusters Score -842403.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -842524.250000 Penalty: 891.962646
	Iteration 14Q: 3 clusters Score -842524.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -842628.000000 Penalty: 891.962646
	Iteration 15Q: 3 clusters Score -842628 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -842724.125000 Penalty: 891.962646
	Iteration 16Q: 3 clusters Score -842724.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -842804.625000 Penalty: 891.962646
	Iteration 17Q: 3 clusters Score -842804.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -842864.000000 Penalty: 891.962646
	Iteration 18Q: 3 clusters Score -842864 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -842910.625000 Penalty: 891.962646
	Iteration 19Q: 3 clusters Score -842910.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -842938.937500 Penalty: 891.962646
	Iteration 20F: 3 clusters Score -842938.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -842961.125000 Penalty: 891.962646
	Iteration 21Q: 3 clusters Score -842961.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -842975.125000 Penalty: 891.962646
	Iteration 22Q: 3 clusters Score -842975.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -842992.375000 Penalty: 891.962646
	Iteration 23Q: 3 clusters Score -842992.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -843002.187500 Penalty: 891.962646
	Iteration 24Q: 3 clusters Score -843002.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -843010.625000 Penalty: 891.962646
	Iteration 25Q: 3 clusters Score -843010.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -843010.187500 Penalty: 891.962646
	Iteration 26Q: 3 clusters Score -843010.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -843017.375000 Penalty: 891.962646
	Iteration 27Q: 3 clusters Score -843017.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -843026.375000 Penalty: 891.962646
	Iteration 28Q: 3 clusters Score -843026.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -843028.625000 Penalty: 891.962646
	Iteration 29Q: 3 clusters Score -843028.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -843038.625000 Penalty: 891.962646
	Iteration 30Q: 3 clusters Score -843038.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -843042.187500 Penalty: 891.962646
	Iteration 31Q: 3 clusters Score -843042.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -843052.937500 Penalty: 891.962646
	Iteration 32Q: 3 clusters Score -843052.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -843056.062500 Penalty: 891.962646
	Iteration 33Q: 3 clusters Score -843056.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -843066.500000 Penalty: 891.962646
	Iteration 34Q: 3 clusters Score -843066.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -843067.000000 Penalty: 891.962646
	Iteration 35Q: 3 clusters Score -843067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -843076.625000 Penalty: 891.962646
	Iteration 36Q: 3 clusters Score -843076.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -843084.937500 Penalty: 891.962646
	Iteration 37Q: 3 clusters Score -843084.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -843091.375000 Penalty: 891.962646
	Iteration 38Q: 3 clusters Score -843091.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -843098.500000 Penalty: 891.962646
	Iteration 39Q: 3 clusters Score -843098.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -843105.812500 Penalty: 891.962646
	Iteration 40F: 3 clusters Score -843105.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -843117.562500 Penalty: 891.962646
	Iteration 41Q: 3 clusters Score -843117.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -843119.937500 Penalty: 891.962646
	Iteration 42Q: 3 clusters Score -843119.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -843126.812500 Penalty: 891.962646
	Iteration 43Q: 3 clusters Score -843126.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -843133.937500 Penalty: 891.962646
	Iteration 44Q: 3 clusters Score -843133.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -843142.625000 Penalty: 891.962646
	Iteration 45Q: 3 clusters Score -843142.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -843148.812500 Penalty: 891.962646
	Iteration 46Q: 3 clusters Score -843148.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -843157.625000 Penalty: 891.962646
	Iteration 47Q: 3 clusters Score -843157.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -843167.562500 Penalty: 891.962646
	Iteration 48Q: 3 clusters Score -843167.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -843177.625000 Penalty: 891.962646
	Iteration 49Q: 3 clusters Score -843177.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -843189.625000 Penalty: 891.962646
	Iteration 50Q: 3 clusters Score -843189.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -843199.812500 Penalty: 891.962646
	Iteration 51Q: 3 clusters Score -843199.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -843213.812500 Penalty: 891.962646
	Iteration 52Q: 3 clusters Score -843213.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -843231.125000 Penalty: 891.962646
	Iteration 53Q: 3 clusters Score -843231.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -843244.187500 Penalty: 891.962646
	Iteration 54Q: 3 clusters Score -843244.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -843255.875000 Penalty: 891.962646
	Iteration 55Q: 3 clusters Score -843255.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -843262.875000 Penalty: 891.962646
	Iteration 56Q: 3 clusters Score -843262.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -843269.250000 Penalty: 891.962646
	Iteration 57Q: 3 clusters Score -843269.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -843273.375000 Penalty: 891.962646
	Iteration 58Q: 3 clusters Score -843273.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -843277.750000 Penalty: 891.962646
	Iteration 59Q: 3 clusters Score -843277.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -843282.562500 Penalty: 891.962646
	Iteration 60F: 3 clusters Score -843282.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -843290.375000 Penalty: 891.962646
	Iteration 61Q: 3 clusters Score -843290.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -843297.562500 Penalty: 891.962646
	Iteration 62Q: 3 clusters Score -843297.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -843305.437500 Penalty: 891.962646
	Iteration 63Q: 3 clusters Score -843305.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -843315.312500 Penalty: 891.962646
	Iteration 64Q: 3 clusters Score -843315.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -843319.750000 Penalty: 891.962646
	Iteration 65Q: 3 clusters Score -843319.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -843331.312500 Penalty: 891.962646
	Iteration 66Q: 3 clusters Score -843331.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -843343.000000 Penalty: 891.962646
	Iteration 67Q: 3 clusters Score -843343 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -843352.937500 Penalty: 891.962646
	Iteration 68Q: 3 clusters Score -843352.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -843358.500000 Penalty: 891.962646
	Iteration 69Q: 3 clusters Score -843358.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -843371.812500 Penalty: 891.962646
	Iteration 70Q: 3 clusters Score -843371.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -843384.062500 Penalty: 891.962646
	Iteration 71Q: 3 clusters Score -843384.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -843397.312500 Penalty: 891.962646
	Iteration 72Q: 3 clusters Score -843397.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -843414.937500 Penalty: 891.962646
	Iteration 73Q: 3 clusters Score -843414.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -843430.437500 Penalty: 891.962646
	Iteration 74Q: 3 clusters Score -843430.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -843443.937500 Penalty: 891.962646
	Iteration 75Q: 3 clusters Score -843443.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -843463.875000 Penalty: 891.962646
	Iteration 76Q: 3 clusters Score -843463.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -843478.000000 Penalty: 891.962646
	Iteration 77Q: 3 clusters Score -843478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -843491.250000 Penalty: 891.962646
	Iteration 78Q: 3 clusters Score -843491.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -843506.250000 Penalty: 891.962646
	Iteration 79Q: 3 clusters Score -843506.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -843513.937500 Penalty: 891.962646
	Iteration 80F: 3 clusters Score -843513.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -843528.687500 Penalty: 891.962646
	Iteration 81Q: 3 clusters Score -843528.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -843544.062500 Penalty: 891.962646
	Iteration 82Q: 3 clusters Score -843544.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -843557.437500 Penalty: 891.962646
	Iteration 83Q: 3 clusters Score -843557.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -843568.750000 Penalty: 891.962646
	Iteration 84Q: 3 clusters Score -843568.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -843576.750000 Penalty: 891.962646
	Iteration 85Q: 3 clusters Score -843576.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -843586.625000 Penalty: 891.962646
	Iteration 86Q: 3 clusters Score -843586.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -843600.062500 Penalty: 891.962646
	Iteration 87Q: 3 clusters Score -843600.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -843609.312500 Penalty: 891.962646
	Iteration 88Q: 3 clusters Score -843609.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -843620.125000 Penalty: 891.962646
	Iteration 89Q: 3 clusters Score -843620.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -843625.687500 Penalty: 891.962646
	Iteration 90Q: 3 clusters Score -843625.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -843633.500000 Penalty: 891.962646
	Iteration 91Q: 3 clusters Score -843633.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -843640.062500 Penalty: 891.962646
	Iteration 92Q: 3 clusters Score -843640.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -843651.062500 Penalty: 891.962646
	Iteration 93Q: 3 clusters Score -843651.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -843661.187500 Penalty: 891.962646
	Iteration 94Q: 3 clusters Score -843661.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -843669.687500 Penalty: 891.962646
	Iteration 95Q: 3 clusters Score -843669.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -843682.625000 Penalty: 891.962646
	Iteration 96Q: 3 clusters Score -843682.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -843698.437500 Penalty: 891.962646
	Iteration 97Q: 3 clusters Score -843698.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -843710.812500 Penalty: 891.962646
	Iteration 98Q: 3 clusters Score -843710.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -843716.375000 Penalty: 891.962646
	Iteration 99Q: 3 clusters Score -843716.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -843719.687500 Penalty: 891.962646
	Iteration 100F: 3 clusters Score -843719.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -843726.187500 Penalty: 891.962646
	Iteration 101Q: 3 clusters Score -843726.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -843731.312500 Penalty: 891.962646
	Iteration 102Q: 3 clusters Score -843731.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -843731.312500 Penalty: 891.962646
	Iteration 103Q: 3 clusters Score -843731.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -843734.437500 Penalty: 891.962646
	Iteration 104Q: 3 clusters Score -843734.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -843737.750000 Penalty: 891.962646
	Iteration 105Q: 3 clusters Score -843737.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -843737.687500 Penalty: 891.962646
	Iteration 106Q: 3 clusters Score -843737.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -843740.437500 Penalty: 891.962646
	Iteration 107Q: 3 clusters Score -843740.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -843744.187500 Penalty: 891.962646
	Iteration 108Q: 3 clusters Score -843744.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -843745.437500 Penalty: 891.962646
	Iteration 109Q: 3 clusters Score -843745.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -843744.812500 Penalty: 891.962646
	Iteration 110Q: 3 clusters Score -843744.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -843747.250000 Penalty: 891.962646
	Iteration 111Q: 3 clusters Score -843747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -843747.312500 Penalty: 891.962646
	Iteration 112Q: 3 clusters Score -843747.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -843747.375000 Penalty: 891.962646
	Iteration 113Q: 3 clusters Score -843747.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -843748.375000 Penalty: 891.962646
	Iteration 114Q: 3 clusters Score -843748.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -843748.500000 Penalty: 891.962646
	Iteration 115Q: 3 clusters Score -843748.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -843749.687500 Penalty: 891.962646
	Iteration 116Q: 3 clusters Score -843749.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -843750.250000 Penalty: 891.962646
	Iteration 117Q: 3 clusters Score -843750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -843749.750000 Penalty: 891.962646
	Iteration 118Q: 3 clusters Score -843749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -843749.750000 Penalty: 891.962646
	Iteration 119Q: 3 clusters Score -843749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -843749.750000 Penalty: 891.962646
	Iteration 120F: 3 clusters Score -843749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -843750.750000 Penalty: 891.962646
	Iteration 121Q: 3 clusters Score -843750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -843748.562500 Penalty: 891.962646
	Iteration 122Q: 3 clusters Score -843748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -843748.562500 Penalty: 891.962646
	Iteration 123F: 3 clusters Score -843748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (210593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210593 members 
Entering Unmasked Estep 
Score: -9920238.000000 Penalty: 557.724548
	Iteration 0F: 2 clusters Score -9920238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105501 members 
Mstep: Class 2 contains 105092 members 
Entering Unmasked Estep 
Score: -9777796.000000 Penalty: 1115.449097
	Iteration 0F: 3 clusters Score -9777796 nChanged 103846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 100104 members 
Entering Unmasked Estep 
Score: -9841844.000000 Penalty: 1115.449097
	Iteration 1F: 3 clusters Score -9841844 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113247 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -9844111.000000 Penalty: 1115.449097
	Iteration 2Q: 3 clusters Score -9844111 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117614 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -9847244.000000 Penalty: 1115.449097
	Iteration 3Q: 3 clusters Score -9847244 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124114 members 
Mstep: Class 2 contains 86479 members 
Entering Unmasked Estep 
Score: -9852272.000000 Penalty: 1115.449097
	Iteration 4Q: 3 clusters Score -9852272 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132933 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -9859894.000000 Penalty: 1115.449097
	Iteration 5F: 3 clusters Score -9859894 nChanged 13096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142993 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -9869283.000000 Penalty: 1115.449097
	Iteration 6F: 3 clusters Score -9869283 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152587 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -9878691.000000 Penalty: 1115.449097
	Iteration 7F: 3 clusters Score -9878691 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -9886125.000000 Penalty: 1115.449097
	Iteration 8F: 3 clusters Score -9886125 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -9891123.000000 Penalty: 1115.449097
	Iteration 9Q: 3 clusters Score -9891123 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171109 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -9894310.000000 Penalty: 1115.449097
	Iteration 10Q: 3 clusters Score -9894310 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175451 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -9896796.000000 Penalty: 1115.449097
	Iteration 11Q: 3 clusters Score -9896796 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -9899040.000000 Penalty: 1115.449097
	Iteration 12Q: 3 clusters Score -9899040 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183893 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -9901307.000000 Penalty: 1115.449097
	Iteration 13Q: 3 clusters Score -9901307 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187947 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -9903743.000000 Penalty: 1115.449097
	Iteration 14Q: 3 clusters Score -9903743 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191879 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -9906254.000000 Penalty: 1115.449097
	Iteration 15Q: 3 clusters Score -9906254 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195585 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -9908557.000000 Penalty: 1115.449097
	Iteration 16Q: 3 clusters Score -9908557 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198914 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -9911118.000000 Penalty: 1115.449097
	Iteration 17Q: 3 clusters Score -9911118 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201849 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -9913341.000000 Penalty: 1115.449097
	Iteration 18Q: 3 clusters Score -9913341 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204432 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -9915612.000000 Penalty: 1115.449097
	Iteration 19Q: 3 clusters Score -9915612 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206499 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -9917271.000000 Penalty: 1115.449097
	Iteration 20F: 3 clusters Score -9917271 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208059 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -9918400.000000 Penalty: 1115.449097
	Iteration 21Q: 3 clusters Score -9918400 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209105 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9919070.000000 Penalty: 1115.449097
	Iteration 22Q: 3 clusters Score -9919070 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209767 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9919375.000000 Penalty: 1115.449097
	Iteration 23Q: 3 clusters Score -9919375 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210107 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9919590.000000 Penalty: 1115.449097
	Iteration 24Q: 3 clusters Score -9919590 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210279 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9919664.000000 Penalty: 1115.449097
	Iteration 25Q: 3 clusters Score -9919664 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210365 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9919697.000000 Penalty: 1115.449097
	Iteration 26Q: 3 clusters Score -9919697 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210414 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9919739.000000 Penalty: 1115.449097
	Iteration 27Q: 3 clusters Score -9919739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210443 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9919766.000000 Penalty: 1115.449097
	Iteration 28Q: 3 clusters Score -9919766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210452 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9919780.000000 Penalty: 1115.449097
	Iteration 29Q: 3 clusters Score -9919780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210459 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9919791.000000 Penalty: 1115.449097
	Iteration 30Q: 3 clusters Score -9919791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210464 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9919792.000000 Penalty: 1115.449097
	Iteration 31Q: 3 clusters Score -9919792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210466 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9919789.000000 Penalty: 1115.449097
	Iteration 32Q: 3 clusters Score -9919789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210468 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9919793.000000 Penalty: 1115.449097
	Iteration 33Q: 3 clusters Score -9919793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210470 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9919791.000000 Penalty: 1115.449097
	Iteration 34Q: 3 clusters Score -9919791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210474 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9919791.000000 Penalty: 1115.449097
	Iteration 35Q: 3 clusters Score -9919791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210476 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9919796.000000 Penalty: 1115.449097
	Iteration 36Q: 3 clusters Score -9919796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210477 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9919796.000000 Penalty: 1115.449097
	Iteration 37Q: 3 clusters Score -9919796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210479 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9919795.000000 Penalty: 1115.449097
	Iteration 38Q: 3 clusters Score -9919795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210480 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9919794.000000 Penalty: 1115.449097
	Iteration 39Q: 3 clusters Score -9919794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210479 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9919798.000000 Penalty: 1115.449097
	Iteration 40F: 3 clusters Score -9919798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (264890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264890 members 
Entering Unmasked Estep 
Score: -13154110.000000 Penalty: 568.161682
	Iteration 0F: 2 clusters Score -1.315411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132802 members 
Mstep: Class 2 contains 132088 members 
Entering Unmasked Estep 
Score: -13018589.000000 Penalty: 1136.323364
	Iteration 0F: 3 clusters Score -1.301859e+07 nChanged 130450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141444 members 
Mstep: Class 2 contains 123446 members 
Entering Unmasked Estep 
Score: -13101023.000000 Penalty: 1136.323364
	Iteration 1F: 3 clusters Score -1.310102e+07 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143721 members 
Mstep: Class 2 contains 121169 members 
Entering Unmasked Estep 
Score: -13107313.000000 Penalty: 1136.323364
	Iteration 2F: 3 clusters Score -1.310731e+07 nChanged 16360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147041 members 
Mstep: Class 2 contains 117849 members 
Entering Unmasked Estep 
Score: -13117531.000000 Penalty: 1136.323364
	Iteration 3F: 3 clusters Score -1.311753e+07 nChanged 19014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 113725 members 
Entering Unmasked Estep 
Score: -13132324.000000 Penalty: 1136.323364
	Iteration 4F: 3 clusters Score -1.313232e+07 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154355 members 
Mstep: Class 2 contains 110535 members 
Entering Unmasked Estep 
Score: -13147028.000000 Penalty: 1136.323364
	Iteration 5F: 3 clusters Score -1.314703e+07 nChanged 17041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156200 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -13157338.000000 Penalty: 1136.323364
	Iteration 6F: 3 clusters Score -1.315734e+07 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
Score: -13161658.000000 Penalty: 1136.323364
	Iteration 7Q: 3 clusters Score -1.316166e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158541 members 
Mstep: Class 2 contains 106349 members 
Entering Unmasked Estep 
Score: -13163353.000000 Penalty: 1136.323364
	Iteration 8Q: 3 clusters Score -1.316335e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160065 members 
Mstep: Class 2 contains 104825 members 
Entering Unmasked Estep 
Score: -13164515.000000 Penalty: 1136.323364
	Iteration 9Q: 3 clusters Score -1.316452e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161758 members 
Mstep: Class 2 contains 103132 members 
Entering Unmasked Estep 
Score: -13165807.000000 Penalty: 1136.323364
	Iteration 10Q: 3 clusters Score -1.316581e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163448 members 
Mstep: Class 2 contains 101442 members 
Entering Unmasked Estep 
Score: -13166930.000000 Penalty: 1136.323364
	Iteration 11Q: 3 clusters Score -1.316693e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165046 members 
Mstep: Class 2 contains 99844 members 
Entering Unmasked Estep 
Score: -13167935.000000 Penalty: 1136.323364
	Iteration 12Q: 3 clusters Score -1.316794e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -13168702.000000 Penalty: 1136.323364
	Iteration 13Q: 3 clusters Score -1.31687e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167884 members 
Mstep: Class 2 contains 97006 members 
Entering Unmasked Estep 
Score: -13169388.000000 Penalty: 1136.323364
	Iteration 14Q: 3 clusters Score -1.316939e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169192 members 
Mstep: Class 2 contains 95698 members 
Entering Unmasked Estep 
Score: -13169929.000000 Penalty: 1136.323364
	Iteration 15Q: 3 clusters Score -1.316993e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170391 members 
Mstep: Class 2 contains 94499 members 
Entering Unmasked Estep 
Score: -13170594.000000 Penalty: 1136.323364
	Iteration 16Q: 3 clusters Score -1.317059e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171456 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -13171021.000000 Penalty: 1136.323364
	Iteration 17Q: 3 clusters Score -1.317102e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172381 members 
Mstep: Class 2 contains 92509 members 
Entering Unmasked Estep 
Score: -13171307.000000 Penalty: 1136.323364
	Iteration 18Q: 3 clusters Score -1.317131e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173170 members 
Mstep: Class 2 contains 91720 members 
Entering Unmasked Estep 
Score: -13171698.000000 Penalty: 1136.323364
	Iteration 19Q: 3 clusters Score -1.31717e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173777 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -13171894.000000 Penalty: 1136.323364
	Iteration 20F: 3 clusters Score -1.317189e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174330 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -13172054.000000 Penalty: 1136.323364
	Iteration 21Q: 3 clusters Score -1.317205e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174805 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -13172189.000000 Penalty: 1136.323364
	Iteration 22Q: 3 clusters Score -1.317219e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175255 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -13172299.000000 Penalty: 1136.323364
	Iteration 23Q: 3 clusters Score -1.31723e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 89125 members 
Entering Unmasked Estep 
Score: -13172417.000000 Penalty: 1136.323364
	Iteration 24Q: 3 clusters Score -1.317242e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -13172488.000000 Penalty: 1136.323364
	Iteration 25Q: 3 clusters Score -1.317249e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176682 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -13172667.000000 Penalty: 1136.323364
	Iteration 26Q: 3 clusters Score -1.317267e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177015 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -13172827.000000 Penalty: 1136.323364
	Iteration 27Q: 3 clusters Score -1.317283e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177312 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -13172855.000000 Penalty: 1136.323364
	Iteration 28Q: 3 clusters Score -1.317286e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177582 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -13172905.000000 Penalty: 1136.323364
	Iteration 29Q: 3 clusters Score -1.31729e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177864 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -13173019.000000 Penalty: 1136.323364
	Iteration 30Q: 3 clusters Score -1.317302e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178104 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -13173195.000000 Penalty: 1136.323364
	Iteration 31Q: 3 clusters Score -1.31732e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178323 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -13173322.000000 Penalty: 1136.323364
	Iteration 32Q: 3 clusters Score -1.317332e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178564 members 
Mstep: Class 2 contains 86326 members 
Entering Unmasked Estep 
Score: -13173438.000000 Penalty: 1136.323364
	Iteration 33Q: 3 clusters Score -1.317344e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178759 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -13173510.000000 Penalty: 1136.323364
	Iteration 34Q: 3 clusters Score -1.317351e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178922 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -13173588.000000 Penalty: 1136.323364
	Iteration 35Q: 3 clusters Score -1.317359e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179069 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -13173676.000000 Penalty: 1136.323364
	Iteration 36Q: 3 clusters Score -1.317368e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179234 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -13173714.000000 Penalty: 1136.323364
	Iteration 37Q: 3 clusters Score -1.317371e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179358 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -13173770.000000 Penalty: 1136.323364
	Iteration 38Q: 3 clusters Score -1.317377e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179413 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -13173838.000000 Penalty: 1136.323364
	Iteration 39Q: 3 clusters Score -1.317384e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179479 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -13173941.000000 Penalty: 1136.323364
	Iteration 40F: 3 clusters Score -1.317394e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179586 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -13173985.000000 Penalty: 1136.323364
	Iteration 41Q: 3 clusters Score -1.317398e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179652 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -13174078.000000 Penalty: 1136.323364
	Iteration 42Q: 3 clusters Score -1.317408e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179732 members 
Mstep: Class 2 contains 85158 members 
Entering Unmasked Estep 
Score: -13174158.000000 Penalty: 1136.323364
	Iteration 43Q: 3 clusters Score -1.317416e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179840 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -13174232.000000 Penalty: 1136.323364
	Iteration 44Q: 3 clusters Score -1.317423e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179936 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -13174281.000000 Penalty: 1136.323364
	Iteration 45Q: 3 clusters Score -1.317428e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180052 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -13174363.000000 Penalty: 1136.323364
	Iteration 46Q: 3 clusters Score -1.317436e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180155 members 
Mstep: Class 2 contains 84735 members 
Entering Unmasked Estep 
Score: -13174404.000000 Penalty: 1136.323364
	Iteration 47Q: 3 clusters Score -1.31744e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180203 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -13174449.000000 Penalty: 1136.323364
	Iteration 48Q: 3 clusters Score -1.317445e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180245 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -13174474.000000 Penalty: 1136.323364
	Iteration 49Q: 3 clusters Score -1.317447e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180274 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -13174540.000000 Penalty: 1136.323364
	Iteration 50Q: 3 clusters Score -1.317454e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180321 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -13174586.000000 Penalty: 1136.323364
	Iteration 51Q: 3 clusters Score -1.317459e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180363 members 
Mstep: Class 2 contains 84527 members 
Entering Unmasked Estep 
Score: -13174610.000000 Penalty: 1136.323364
	Iteration 52Q: 3 clusters Score -1.317461e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180372 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -13174678.000000 Penalty: 1136.323364
	Iteration 53Q: 3 clusters Score -1.317468e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180373 members 
Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
Score: -13174689.000000 Penalty: 1136.323364
	Iteration 54Q: 3 clusters Score -1.317469e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180366 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -13174717.000000 Penalty: 1136.323364
	Iteration 55Q: 3 clusters Score -1.317472e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180396 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -13174746.000000 Penalty: 1136.323364
	Iteration 56Q: 3 clusters Score -1.317475e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180408 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -13174794.000000 Penalty: 1136.323364
	Iteration 57Q: 3 clusters Score -1.317479e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180408 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -13174807.000000 Penalty: 1136.323364
	Iteration 58Q: 3 clusters Score -1.317481e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180410 members 
Mstep: Class 2 contains 84480 members 
Entering Unmasked Estep 
Score: -13174844.000000 Penalty: 1136.323364
	Iteration 59Q: 3 clusters Score -1.317484e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180400 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -13174865.000000 Penalty: 1136.323364
	Iteration 60F: 3 clusters Score -1.317486e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180397 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -13174888.000000 Penalty: 1136.323364
	Iteration 61Q: 3 clusters Score -1.317489e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180412 members 
Mstep: Class 2 contains 84478 members 
Entering Unmasked Estep 
Score: -13174933.000000 Penalty: 1136.323364
	Iteration 62Q: 3 clusters Score -1.317493e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180426 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -13174971.000000 Penalty: 1136.323364
	Iteration 63Q: 3 clusters Score -1.317497e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180424 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
Score: -13174992.000000 Penalty: 1136.323364
	Iteration 64Q: 3 clusters Score -1.317499e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180427 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -13175009.000000 Penalty: 1136.323364
	Iteration 65Q: 3 clusters Score -1.317501e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180456 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -13175015.000000 Penalty: 1136.323364
	Iteration 66Q: 3 clusters Score -1.317502e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180464 members 
Mstep: Class 2 contains 84426 members 
Entering Unmasked Estep 
Score: -13175052.000000 Penalty: 1136.323364
	Iteration 67Q: 3 clusters Score -1.317505e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180479 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -13175069.000000 Penalty: 1136.323364
	Iteration 68Q: 3 clusters Score -1.317507e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180505 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -13175083.000000 Penalty: 1136.323364
	Iteration 69Q: 3 clusters Score -1.317508e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180535 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -13175064.000000 Penalty: 1136.323364
	Iteration 70Q: 3 clusters Score -1.317506e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180536 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -13175039.000000 Penalty: 1136.323364
	Iteration 71Q: 3 clusters Score -1.317504e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180542 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -13175048.000000 Penalty: 1136.323364
	Iteration 72Q: 3 clusters Score -1.317505e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180548 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -13175060.000000 Penalty: 1136.323364
	Iteration 73Q: 3 clusters Score -1.317506e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180548 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -13175069.000000 Penalty: 1136.323364
	Iteration 74Q: 3 clusters Score -1.317507e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180535 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -13175095.000000 Penalty: 1136.323364
	Iteration 75Q: 3 clusters Score -1.31751e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180552 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -13175095.000000 Penalty: 1136.323364
	Iteration 76Q: 3 clusters Score -1.31751e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180562 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -13175095.000000 Penalty: 1136.323364
	Iteration 77Q: 3 clusters Score -1.31751e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180570 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -13175091.000000 Penalty: 1136.323364
	Iteration 78Q: 3 clusters Score -1.317509e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180560 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -13175089.000000 Penalty: 1136.323364
	Iteration 79Q: 3 clusters Score -1.317509e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180539 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -13175127.000000 Penalty: 1136.323364
	Iteration 80F: 3 clusters Score -1.317513e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180537 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -13175116.000000 Penalty: 1136.323364
	Iteration 81Q: 3 clusters Score -1.317512e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180531 members 
Mstep: Class 2 contains 84359 members 
Entering Unmasked Estep 
Score: -13175114.000000 Penalty: 1136.323364
	Iteration 82Q: 3 clusters Score -1.317511e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180532 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -13175134.000000 Penalty: 1136.323364
	Iteration 83Q: 3 clusters Score -1.317513e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180532 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -13175113.000000 Penalty: 1136.323364
	Iteration 84Q: 3 clusters Score -1.317511e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180537 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -13175128.000000 Penalty: 1136.323364
	Iteration 85Q: 3 clusters Score -1.317513e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180549 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -13175168.000000 Penalty: 1136.323364
	Iteration 86Q: 3 clusters Score -1.317517e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180530 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -13175172.000000 Penalty: 1136.323364
	Iteration 87Q: 3 clusters Score -1.317517e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180481 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -13175192.000000 Penalty: 1136.323364
	Iteration 88Q: 3 clusters Score -1.317519e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180446 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -13175230.000000 Penalty: 1136.323364
	Iteration 89Q: 3 clusters Score -1.317523e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180398 members 
Mstep: Class 2 contains 84492 members 
Entering Unmasked Estep 
Score: -13175269.000000 Penalty: 1136.323364
	Iteration 90Q: 3 clusters Score -1.317527e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180366 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -13175281.000000 Penalty: 1136.323364
	Iteration 91Q: 3 clusters Score -1.317528e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180345 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -13175336.000000 Penalty: 1136.323364
	Iteration 92Q: 3 clusters Score -1.317534e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180315 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -13175364.000000 Penalty: 1136.323364
	Iteration 93Q: 3 clusters Score -1.317536e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180280 members 
Mstep: Class 2 contains 84610 members 
Entering Unmasked Estep 
Score: -13175362.000000 Penalty: 1136.323364
	Iteration 94Q: 3 clusters Score -1.317536e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180243 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -13175360.000000 Penalty: 1136.323364
	Iteration 95Q: 3 clusters Score -1.317536e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180208 members 
Mstep: Class 2 contains 84682 members 
Entering Unmasked Estep 
Score: -13175369.000000 Penalty: 1136.323364
	Iteration 96Q: 3 clusters Score -1.317537e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180192 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -13175391.000000 Penalty: 1136.323364
	Iteration 97Q: 3 clusters Score -1.317539e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180159 members 
Mstep: Class 2 contains 84731 members 
Entering Unmasked Estep 
Score: -13175395.000000 Penalty: 1136.323364
	Iteration 98Q: 3 clusters Score -1.31754e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180100 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -13175433.000000 Penalty: 1136.323364
	Iteration 99Q: 3 clusters Score -1.317543e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180065 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -13175431.000000 Penalty: 1136.323364
	Iteration 100F: 3 clusters Score -1.317543e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180047 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -13175457.000000 Penalty: 1136.323364
	Iteration 101Q: 3 clusters Score -1.317546e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180020 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -13175488.000000 Penalty: 1136.323364
	Iteration 102Q: 3 clusters Score -1.317549e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180012 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -13175529.000000 Penalty: 1136.323364
	Iteration 103Q: 3 clusters Score -1.317553e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180014 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -13175546.000000 Penalty: 1136.323364
	Iteration 104Q: 3 clusters Score -1.317555e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180010 members 
Mstep: Class 2 contains 84880 members 
Entering Unmasked Estep 
Score: -13175559.000000 Penalty: 1136.323364
	Iteration 105Q: 3 clusters Score -1.317556e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179990 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -13175576.000000 Penalty: 1136.323364
	Iteration 106Q: 3 clusters Score -1.317558e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179976 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -13175597.000000 Penalty: 1136.323364
	Iteration 107Q: 3 clusters Score -1.31756e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179944 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -13175651.000000 Penalty: 1136.323364
	Iteration 108Q: 3 clusters Score -1.317565e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179913 members 
Mstep: Class 2 contains 84977 members 
Entering Unmasked Estep 
Score: -13175675.000000 Penalty: 1136.323364
	Iteration 109Q: 3 clusters Score -1.317568e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179894 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -13175704.000000 Penalty: 1136.323364
	Iteration 110Q: 3 clusters Score -1.31757e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179856 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -13175744.000000 Penalty: 1136.323364
	Iteration 111Q: 3 clusters Score -1.317574e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179864 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -13175766.000000 Penalty: 1136.323364
	Iteration 112Q: 3 clusters Score -1.317577e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179870 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -13175776.000000 Penalty: 1136.323364
	Iteration 113Q: 3 clusters Score -1.317578e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179885 members 
Mstep: Class 2 contains 85005 members 
Entering Unmasked Estep 
Score: -13175783.000000 Penalty: 1136.323364
	Iteration 114Q: 3 clusters Score -1.317578e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179891 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -13175804.000000 Penalty: 1136.323364
	Iteration 115Q: 3 clusters Score -1.31758e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179910 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -13175828.000000 Penalty: 1136.323364
	Iteration 116Q: 3 clusters Score -1.317583e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179910 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -13175882.000000 Penalty: 1136.323364
	Iteration 117Q: 3 clusters Score -1.317588e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179904 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -13175895.000000 Penalty: 1136.323364
	Iteration 118Q: 3 clusters Score -1.31759e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179884 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -13175978.000000 Penalty: 1136.323364
	Iteration 119Q: 3 clusters Score -1.317598e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179862 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -13176025.000000 Penalty: 1136.323364
	Iteration 120F: 3 clusters Score -1.317602e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179823 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -13176022.000000 Penalty: 1136.323364
	Iteration 121Q: 3 clusters Score -1.317602e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179793 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -13176080.000000 Penalty: 1136.323364
	Iteration 122Q: 3 clusters Score -1.317608e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179758 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -13176076.000000 Penalty: 1136.323364
	Iteration 123Q: 3 clusters Score -1.317608e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179745 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -13176073.000000 Penalty: 1136.323364
	Iteration 124Q: 3 clusters Score -1.317607e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179736 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -13176118.000000 Penalty: 1136.323364
	Iteration 125Q: 3 clusters Score -1.317612e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179698 members 
Mstep: Class 2 contains 85192 members 
Entering Unmasked Estep 
Score: -13176119.000000 Penalty: 1136.323364
	Iteration 126Q: 3 clusters Score -1.317612e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -13176157.000000 Penalty: 1136.323364
	Iteration 127Q: 3 clusters Score -1.317616e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179669 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -13176136.000000 Penalty: 1136.323364
	Iteration 128Q: 3 clusters Score -1.317614e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179662 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -13176126.000000 Penalty: 1136.323364
	Iteration 129Q: 3 clusters Score -1.317613e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179650 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -13176104.000000 Penalty: 1136.323364
	Iteration 130Q: 3 clusters Score -1.31761e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179629 members 
Mstep: Class 2 contains 85261 members 
Entering Unmasked Estep 
Score: -13176133.000000 Penalty: 1136.323364
	Iteration 131Q: 3 clusters Score -1.317613e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179638 members 
Mstep: Class 2 contains 85252 members 
Entering Unmasked Estep 
Score: -13176159.000000 Penalty: 1136.323364
	Iteration 132Q: 3 clusters Score -1.317616e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179630 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -13176179.000000 Penalty: 1136.323364
	Iteration 133Q: 3 clusters Score -1.317618e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179624 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -13176169.000000 Penalty: 1136.323364
	Iteration 134Q: 3 clusters Score -1.317617e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179599 members 
Mstep: Class 2 contains 85291 members 
Entering Unmasked Estep 
Score: -13176202.000000 Penalty: 1136.323364
	Iteration 135Q: 3 clusters Score -1.31762e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179576 members 
Mstep: Class 2 contains 85314 members 
Entering Unmasked Estep 
Score: -13176214.000000 Penalty: 1136.323364
	Iteration 136Q: 3 clusters Score -1.317621e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179545 members 
Mstep: Class 2 contains 85345 members 
Entering Unmasked Estep 
Score: -13176198.000000 Penalty: 1136.323364
	Iteration 137Q: 3 clusters Score -1.31762e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -13176202.000000 Penalty: 1136.323364
	Iteration 138Q: 3 clusters Score -1.31762e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179498 members 
Mstep: Class 2 contains 85392 members 
Entering Unmasked Estep 
Score: -13176196.000000 Penalty: 1136.323364
	Iteration 139Q: 3 clusters Score -1.31762e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179480 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -13176207.000000 Penalty: 1136.323364
	Iteration 140F: 3 clusters Score -1.317621e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 85420 members 
Entering Unmasked Estep 
Score: -13176200.000000 Penalty: 1136.323364
	Iteration 141Q: 3 clusters Score -1.31762e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179451 members 
Mstep: Class 2 contains 85439 members 
Entering Unmasked Estep 
Score: -13176196.000000 Penalty: 1136.323364
	Iteration 142Q: 3 clusters Score -1.31762e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179427 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -13176177.000000 Penalty: 1136.323364
	Iteration 143Q: 3 clusters Score -1.317618e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179409 members 
Mstep: Class 2 contains 85481 members 
Entering Unmasked Estep 
Score: -13176169.000000 Penalty: 1136.323364
	Iteration 144Q: 3 clusters Score -1.317617e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179394 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -13176170.000000 Penalty: 1136.323364
	Iteration 145Q: 3 clusters Score -1.317617e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179374 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -13176164.000000 Penalty: 1136.323364
	Iteration 146Q: 3 clusters Score -1.317616e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179360 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -13176165.000000 Penalty: 1136.323364
	Iteration 147Q: 3 clusters Score -1.317616e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179366 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
Score: -13176181.000000 Penalty: 1136.323364
	Iteration 148Q: 3 clusters Score -1.317618e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179362 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -13176186.000000 Penalty: 1136.323364
	Iteration 149Q: 3 clusters Score -1.317619e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179350 members 
Mstep: Class 2 contains 85540 members 
Entering Unmasked Estep 
Score: -13176186.000000 Penalty: 1136.323364
	Iteration 150Q: 3 clusters Score -1.317619e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179359 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -13176208.000000 Penalty: 1136.323364
	Iteration 151Q: 3 clusters Score -1.317621e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179351 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -13176211.000000 Penalty: 1136.323364
	Iteration 152Q: 3 clusters Score -1.317621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179353 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -13176224.000000 Penalty: 1136.323364
	Iteration 153Q: 3 clusters Score -1.317622e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179346 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -13176225.000000 Penalty: 1136.323364
	Iteration 154Q: 3 clusters Score -1.317622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179338 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -13176218.000000 Penalty: 1136.323364
	Iteration 155Q: 3 clusters Score -1.317622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179333 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -13176231.000000 Penalty: 1136.323364
	Iteration 156Q: 3 clusters Score -1.317623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179332 members 
Mstep: Class 2 contains 85558 members 
Entering Unmasked Estep 
Score: -13176226.000000 Penalty: 1136.323364
	Iteration 157Q: 3 clusters Score -1.317623e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179331 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -13176245.000000 Penalty: 1136.323364
	Iteration 158Q: 3 clusters Score -1.317624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179331 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -13176249.000000 Penalty: 1136.323364
	Iteration 159Q: 3 clusters Score -1.317625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179332 members 
Mstep: Class 2 contains 85558 members 
Entering Unmasked Estep 
Score: -13176244.000000 Penalty: 1136.323364
	Iteration 160F: 3 clusters Score -1.317624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179331 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -13176252.000000 Penalty: 1136.323364
	Iteration 161Q: 3 clusters Score -1.317625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179333 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -13176248.000000 Penalty: 1136.323364
	Iteration 162Q: 3 clusters Score -1.317625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179339 members 
Mstep: Class 2 contains 85551 members 
Entering Unmasked Estep 
Score: -13176254.000000 Penalty: 1136.323364
	Iteration 163Q: 3 clusters Score -1.317625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179344 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -13176251.000000 Penalty: 1136.323364
	Iteration 164Q: 3 clusters Score -1.317625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179350 members 
Mstep: Class 2 contains 85540 members 
Entering Unmasked Estep 
Score: -13176240.000000 Penalty: 1136.323364
	Iteration 165Q: 3 clusters Score -1.317624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179362 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -13176239.000000 Penalty: 1136.323364
	Iteration 166Q: 3 clusters Score -1.317624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179362 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -13176248.000000 Penalty: 1136.323364
	Iteration 167Q: 3 clusters Score -1.317625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179363 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -13176250.000000 Penalty: 1136.323364
	Iteration 168Q: 3 clusters Score -1.317625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179365 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -13176246.000000 Penalty: 1136.323364
	Iteration 169Q: 3 clusters Score -1.317625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179367 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -13176243.000000 Penalty: 1136.323364
	Iteration 170Q: 3 clusters Score -1.317624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179366 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
Score: -13176246.000000 Penalty: 1136.323364
	Iteration 171Q: 3 clusters Score -1.317625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179369 members 
Mstep: Class 2 contains 85521 members 
Entering Unmasked Estep 
Score: -13176247.000000 Penalty: 1136.323364
	Iteration 172Q: 3 clusters Score -1.317625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179375 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -13176262.000000 Penalty: 1136.323364
	Iteration 173Q: 3 clusters Score -1.317626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179378 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -13176265.000000 Penalty: 1136.323364
	Iteration 174Q: 3 clusters Score -1.317626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179386 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -13176257.000000 Penalty: 1136.323364
	Iteration 175Q: 3 clusters Score -1.317626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179397 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -13176259.000000 Penalty: 1136.323364
	Iteration 176Q: 3 clusters Score -1.317626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179403 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -13176261.000000 Penalty: 1136.323364
	Iteration 177Q: 3 clusters Score -1.317626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179406 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -13176259.000000 Penalty: 1136.323364
	Iteration 178Q: 3 clusters Score -1.317626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179412 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -13176253.000000 Penalty: 1136.323364
	Iteration 179Q: 3 clusters Score -1.317625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179422 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -13176251.000000 Penalty: 1136.323364
	Iteration 180F: 3 clusters Score -1.317625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179431 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -13176260.000000 Penalty: 1136.323364
	Iteration 181Q: 3 clusters Score -1.317626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179441 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -13176267.000000 Penalty: 1136.323364
	Iteration 182Q: 3 clusters Score -1.317627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179453 members 
Mstep: Class 2 contains 85437 members 
Entering Unmasked Estep 
Score: -13176271.000000 Penalty: 1136.323364
	Iteration 183Q: 3 clusters Score -1.317627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179468 members 
Mstep: Class 2 contains 85422 members 
Entering Unmasked Estep 
Score: -13176277.000000 Penalty: 1136.323364
	Iteration 184Q: 3 clusters Score -1.317628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179476 members 
Mstep: Class 2 contains 85414 members 
Entering Unmasked Estep 
Score: -13176282.000000 Penalty: 1136.323364
	Iteration 185Q: 3 clusters Score -1.317628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179486 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -13176283.000000 Penalty: 1136.323364
	Iteration 186Q: 3 clusters Score -1.317628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -13176281.000000 Penalty: 1136.323364
	Iteration 187Q: 3 clusters Score -1.317628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -13176294.000000 Penalty: 1136.323364
	Iteration 188Q: 3 clusters Score -1.317629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179515 members 
Mstep: Class 2 contains 85375 members 
Entering Unmasked Estep 
Score: -13176291.000000 Penalty: 1136.323364
	Iteration 189Q: 3 clusters Score -1.317629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -13176293.000000 Penalty: 1136.323364
	Iteration 190Q: 3 clusters Score -1.317629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -13176283.000000 Penalty: 1136.323364
	Iteration 191Q: 3 clusters Score -1.317628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -13176288.000000 Penalty: 1136.323364
	Iteration 192Q: 3 clusters Score -1.317629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179524 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -13176288.000000 Penalty: 1136.323364
	Iteration 193Q: 3 clusters Score -1.317629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -13176279.000000 Penalty: 1136.323364
	Iteration 194Q: 3 clusters Score -1.317628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179529 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -13176284.000000 Penalty: 1136.323364
	Iteration 195Q: 3 clusters Score -1.317628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179533 members 
Mstep: Class 2 contains 85357 members 
Entering Unmasked Estep 
Score: -13176278.000000 Penalty: 1136.323364
	Iteration 196Q: 3 clusters Score -1.317628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179535 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -13176275.000000 Penalty: 1136.323364
	Iteration 197Q: 3 clusters Score -1.317628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179537 members 
Mstep: Class 2 contains 85353 members 
Entering Unmasked Estep 
Score: -13176285.000000 Penalty: 1136.323364
	Iteration 198Q: 3 clusters Score -1.317628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179542 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -13176281.000000 Penalty: 1136.323364
	Iteration 199Q: 3 clusters Score -1.317628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179544 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -13176283.000000 Penalty: 1136.323364
	Iteration 200F: 3 clusters Score -1.317628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179545 members 
Mstep: Class 2 contains 85345 members 
Entering Unmasked Estep 
Score: -13176292.000000 Penalty: 1136.323364
	Iteration 201Q: 3 clusters Score -1.317629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179552 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -13176293.000000 Penalty: 1136.323364
	Iteration 202Q: 3 clusters Score -1.317629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179558 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -13176292.000000 Penalty: 1136.323364
	Iteration 203Q: 3 clusters Score -1.317629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179561 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -13176299.000000 Penalty: 1136.323364
	Iteration 204Q: 3 clusters Score -1.31763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179563 members 
Mstep: Class 2 contains 85327 members 
Entering Unmasked Estep 
Score: -13176290.000000 Penalty: 1136.323364
	Iteration 205Q: 3 clusters Score -1.317629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179559 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -13176290.000000 Penalty: 1136.323364
	Iteration 206Q: 3 clusters Score -1.317629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 85333 members 
Entering Unmasked Estep 
Score: -13176302.000000 Penalty: 1136.323364
	Iteration 207Q: 3 clusters Score -1.31763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 85333 members 
Entering Unmasked Estep 
Score: -13176302.000000 Penalty: 1136.323364
	Iteration 208Q: 3 clusters Score -1.31763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179559 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -13176299.000000 Penalty: 1136.323364
	Iteration 209Q: 3 clusters Score -1.31763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179556 members 
Mstep: Class 2 contains 85334 members 
Entering Unmasked Estep 
Score: -13176307.000000 Penalty: 1136.323364
	Iteration 210Q: 3 clusters Score -1.317631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179554 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -13176299.000000 Penalty: 1136.323364
	Iteration 211Q: 3 clusters Score -1.31763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 85333 members 
Entering Unmasked Estep 
Score: -13176297.000000 Penalty: 1136.323364
	Iteration 212Q: 3 clusters Score -1.31763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 85333 members 
Entering Unmasked Estep 
Score: -13176297.000000 Penalty: 1136.323364
	Iteration 213F: 3 clusters Score -1.31763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 121847 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 335046 members 
Mstep: Class 9 contains 237581 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 117385 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 179557 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 246976 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 39470 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 1188 members 
Mstep: Class 25 contains 85333 members 
Entering Unmasked Estep 
Score: -90403592.000000 Penalty: 16483.888672
Splitting cluster 15 changes total score from -90335480.000000 to -90403592.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (9188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Entering Unmasked Estep 
Score: -378967.562500 Penalty: 415.217224
	Iteration 0F: 2 clusters Score -378967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -372781.562500 Penalty: 830.434448
	Iteration 0F: 3 clusters Score -372781.6 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -375611.468750 Penalty: 830.434448
	Iteration 1F: 3 clusters Score -375611.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -376109.968750 Penalty: 830.434448
	Iteration 2F: 3 clusters Score -376110 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -376593.875000 Penalty: 830.434448
	Iteration 3F: 3 clusters Score -376593.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -377010.500000 Penalty: 830.434448
	Iteration 4F: 3 clusters Score -377010.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -377354.187500 Penalty: 830.434448
	Iteration 5F: 3 clusters Score -377354.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -377630.718750 Penalty: 830.434448
	Iteration 6Q: 3 clusters Score -377630.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -377806.312500 Penalty: 830.434448
	Iteration 7Q: 3 clusters Score -377806.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -377934.062500 Penalty: 830.434448
	Iteration 8Q: 3 clusters Score -377934.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -378038.750000 Penalty: 830.434448
	Iteration 9Q: 3 clusters Score -378038.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -378135.718750 Penalty: 830.434448
	Iteration 10Q: 3 clusters Score -378135.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -378245.125000 Penalty: 830.434448
	Iteration 11Q: 3 clusters Score -378245.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -378328.187500 Penalty: 830.434448
	Iteration 12Q: 3 clusters Score -378328.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -378398.718750 Penalty: 830.434448
	Iteration 13Q: 3 clusters Score -378398.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -378459.343750 Penalty: 830.434448
	Iteration 14Q: 3 clusters Score -378459.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -378526.718750 Penalty: 830.434448
	Iteration 15Q: 3 clusters Score -378526.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -378584.750000 Penalty: 830.434448
	Iteration 16Q: 3 clusters Score -378584.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -378637.656250 Penalty: 830.434448
	Iteration 17Q: 3 clusters Score -378637.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -378686.093750 Penalty: 830.434448
	Iteration 18Q: 3 clusters Score -378686.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -378731.000000 Penalty: 830.434448
	Iteration 19Q: 3 clusters Score -378731 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -378773.531250 Penalty: 830.434448
	Iteration 20F: 3 clusters Score -378773.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -378806.875000 Penalty: 830.434448
	Iteration 21Q: 3 clusters Score -378806.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -378842.718750 Penalty: 830.434448
	Iteration 22Q: 3 clusters Score -378842.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -378872.437500 Penalty: 830.434448
	Iteration 23Q: 3 clusters Score -378872.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -378898.093750 Penalty: 830.434448
	Iteration 24Q: 3 clusters Score -378898.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -378917.062500 Penalty: 830.434448
	Iteration 25Q: 3 clusters Score -378917.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -378933.937500 Penalty: 830.434448
	Iteration 26Q: 3 clusters Score -378933.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -378946.625000 Penalty: 830.434448
	Iteration 27Q: 3 clusters Score -378946.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -378963.687500 Penalty: 830.434448
	Iteration 28Q: 3 clusters Score -378963.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -378981.781250 Penalty: 830.434448
	Iteration 29Q: 3 clusters Score -378981.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -378999.500000 Penalty: 830.434448
	Iteration 30Q: 3 clusters Score -378999.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -379017.062500 Penalty: 830.434448
	Iteration 31Q: 3 clusters Score -379017.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -379034.375000 Penalty: 830.434448
	Iteration 32Q: 3 clusters Score -379034.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -379048.500000 Penalty: 830.434448
	Iteration 33Q: 3 clusters Score -379048.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -379063.218750 Penalty: 830.434448
	Iteration 34Q: 3 clusters Score -379063.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -379074.562500 Penalty: 830.434448
	Iteration 35Q: 3 clusters Score -379074.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -379083.718750 Penalty: 830.434448
	Iteration 36Q: 3 clusters Score -379083.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -379091.375000 Penalty: 830.434448
	Iteration 37Q: 3 clusters Score -379091.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -379096.531250 Penalty: 830.434448
	Iteration 38Q: 3 clusters Score -379096.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -379103.406250 Penalty: 830.434448
	Iteration 39Q: 3 clusters Score -379103.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -379106.687500 Penalty: 830.434448
	Iteration 40F: 3 clusters Score -379106.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -379109.031250 Penalty: 830.434448
	Iteration 41Q: 3 clusters Score -379109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -379110.656250 Penalty: 830.434448
	Iteration 42Q: 3 clusters Score -379110.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -379111.718750 Penalty: 830.434448
	Iteration 43Q: 3 clusters Score -379111.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -379111.687500 Penalty: 830.434448
	Iteration 44Q: 3 clusters Score -379111.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -379112.437500 Penalty: 830.434448
	Iteration 45Q: 3 clusters Score -379112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -379113.187500 Penalty: 830.434448
	Iteration 46Q: 3 clusters Score -379113.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -379113.031250 Penalty: 830.434448
	Iteration 47Q: 3 clusters Score -379113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -379113.281250 Penalty: 830.434448
	Iteration 48Q: 3 clusters Score -379113.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -379113.718750 Penalty: 830.434448
	Iteration 49Q: 3 clusters Score -379113.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -379113.562500 Penalty: 830.434448
	Iteration 50Q: 3 clusters Score -379113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -379114.156250 Penalty: 830.434448
	Iteration 51Q: 3 clusters Score -379114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -379114.625000 Penalty: 830.434448
	Iteration 52Q: 3 clusters Score -379114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -379113.750000 Penalty: 830.434448
	Iteration 53Q: 3 clusters Score -379113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -379113.968750 Penalty: 830.434448
	Iteration 54Q: 3 clusters Score -379114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -379114.156250 Penalty: 830.434448
	Iteration 55Q: 3 clusters Score -379114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -379113.875000 Penalty: 830.434448
	Iteration 56Q: 3 clusters Score -379113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -379113.875000 Penalty: 830.434448
	Iteration 57F: 3 clusters Score -379113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 121847 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 335046 members 
Mstep: Class 9 contains 237581 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 117385 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 179557 members 
Mstep: Class 16 contains 7187 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 246976 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 39470 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 1188 members 
Mstep: Class 25 contains 85333 members 
Mstep: Class 26 contains 2001 members 
Entering Unmasked Estep 
Score: -90403336.000000 Penalty: 17143.244141
Splitting cluster 16 changes total score from -90335480.000000 to -90403336.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (246976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246976 members 
Entering Unmasked Estep 
Score: -12121479.000000 Penalty: 564.975647
	Iteration 0F: 2 clusters Score -1.212148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123465 members 
Mstep: Class 2 contains 123511 members 
Entering Unmasked Estep 
Score: -11983899.000000 Penalty: 1129.951294
	Iteration 0F: 3 clusters Score -1.19839e+07 nChanged 121771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122374 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -12058877.000000 Penalty: 1129.951294
	Iteration 1F: 3 clusters Score -1.205888e+07 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123163 members 
Mstep: Class 2 contains 123813 members 
Entering Unmasked Estep 
Score: -12065692.000000 Penalty: 1129.951294
	Iteration 2F: 3 clusters Score -1.206569e+07 nChanged 16497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125724 members 
Mstep: Class 2 contains 121252 members 
Entering Unmasked Estep 
Score: -12076508.000000 Penalty: 1129.951294
	Iteration 3F: 3 clusters Score -1.207651e+07 nChanged 19350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130036 members 
Mstep: Class 2 contains 116940 members 
Entering Unmasked Estep 
Score: -12091959.000000 Penalty: 1129.951294
	Iteration 4F: 3 clusters Score -1.209196e+07 nChanged 20225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134721 members 
Mstep: Class 2 contains 112255 members 
Entering Unmasked Estep 
Score: -12109223.000000 Penalty: 1129.951294
	Iteration 5F: 3 clusters Score -1.210922e+07 nChanged 17947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138138 members 
Mstep: Class 2 contains 108838 members 
Entering Unmasked Estep 
Score: -12122871.000000 Penalty: 1129.951294
	Iteration 6F: 3 clusters Score -1.212287e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140178 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -12129996.000000 Penalty: 1129.951294
	Iteration 7F: 3 clusters Score -1.213e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141275 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -12132913.000000 Penalty: 1129.951294
	Iteration 8Q: 3 clusters Score -1.213291e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141758 members 
Mstep: Class 2 contains 105218 members 
Entering Unmasked Estep 
Score: -12134503.000000 Penalty: 1129.951294
	Iteration 9Q: 3 clusters Score -1.21345e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141832 members 
Mstep: Class 2 contains 105144 members 
Entering Unmasked Estep 
Score: -12135445.000000 Penalty: 1129.951294
	Iteration 10Q: 3 clusters Score -1.213544e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141552 members 
Mstep: Class 2 contains 105424 members 
Entering Unmasked Estep 
Score: -12136222.000000 Penalty: 1129.951294
	Iteration 11Q: 3 clusters Score -1.213622e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141042 members 
Mstep: Class 2 contains 105934 members 
Entering Unmasked Estep 
Score: -12136522.000000 Penalty: 1129.951294
	Iteration 12Q: 3 clusters Score -1.213652e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140331 members 
Mstep: Class 2 contains 106645 members 
Entering Unmasked Estep 
Score: -12136748.000000 Penalty: 1129.951294
	Iteration 13Q: 3 clusters Score -1.213675e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139398 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -12136873.000000 Penalty: 1129.951294
	Iteration 14Q: 3 clusters Score -1.213687e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138295 members 
Mstep: Class 2 contains 108681 members 
Entering Unmasked Estep 
Score: -12136875.000000 Penalty: 1129.951294
	Iteration 15Q: 3 clusters Score -1.213688e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136995 members 
Mstep: Class 2 contains 109981 members 
Entering Unmasked Estep 
Score: -12136759.000000 Penalty: 1129.951294
	Iteration 16Q: 3 clusters Score -1.213676e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135544 members 
Mstep: Class 2 contains 111432 members 
Entering Unmasked Estep 
Score: -12136789.000000 Penalty: 1129.951294
	Iteration 17Q: 3 clusters Score -1.213679e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133867 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -12136678.000000 Penalty: 1129.951294
	Iteration 18Q: 3 clusters Score -1.213668e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132136 members 
Mstep: Class 2 contains 114840 members 
Entering Unmasked Estep 
Score: -12136636.000000 Penalty: 1129.951294
	Iteration 19Q: 3 clusters Score -1.213664e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130260 members 
Mstep: Class 2 contains 116716 members 
Entering Unmasked Estep 
Score: -12136542.000000 Penalty: 1129.951294
	Iteration 20F: 3 clusters Score -1.213654e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128380 members 
Mstep: Class 2 contains 118596 members 
Entering Unmasked Estep 
Score: -12136344.000000 Penalty: 1129.951294
	Iteration 21Q: 3 clusters Score -1.213634e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 120566 members 
Entering Unmasked Estep 
Score: -12136311.000000 Penalty: 1129.951294
	Iteration 22Q: 3 clusters Score -1.213631e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124336 members 
Mstep: Class 2 contains 122640 members 
Entering Unmasked Estep 
Score: -12136168.000000 Penalty: 1129.951294
	Iteration 23Q: 3 clusters Score -1.213617e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122200 members 
Mstep: Class 2 contains 124776 members 
Entering Unmasked Estep 
Score: -12136115.000000 Penalty: 1129.951294
	Iteration 24Q: 3 clusters Score -1.213612e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119963 members 
Mstep: Class 2 contains 127013 members 
Entering Unmasked Estep 
Score: -12136037.000000 Penalty: 1129.951294
	Iteration 25Q: 3 clusters Score -1.213604e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117650 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -12135984.000000 Penalty: 1129.951294
	Iteration 26Q: 3 clusters Score -1.213598e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115356 members 
Mstep: Class 2 contains 131620 members 
Entering Unmasked Estep 
Score: -12135979.000000 Penalty: 1129.951294
	Iteration 27Q: 3 clusters Score -1.213598e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112971 members 
Mstep: Class 2 contains 134005 members 
Entering Unmasked Estep 
Score: -12135965.000000 Penalty: 1129.951294
	Iteration 28Q: 3 clusters Score -1.213596e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 136300 members 
Entering Unmasked Estep 
Score: -12136023.000000 Penalty: 1129.951294
	Iteration 29Q: 3 clusters Score -1.213602e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108399 members 
Mstep: Class 2 contains 138577 members 
Entering Unmasked Estep 
Score: -12136067.000000 Penalty: 1129.951294
	Iteration 30Q: 3 clusters Score -1.213607e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 140754 members 
Entering Unmasked Estep 
Score: -12136085.000000 Penalty: 1129.951294
	Iteration 31Q: 3 clusters Score -1.213608e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 142903 members 
Entering Unmasked Estep 
Score: -12136089.000000 Penalty: 1129.951294
	Iteration 32Q: 3 clusters Score -1.213609e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 145079 members 
Entering Unmasked Estep 
Score: -12136134.000000 Penalty: 1129.951294
	Iteration 33Q: 3 clusters Score -1.213613e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 147230 members 
Entering Unmasked Estep 
Score: -12136175.000000 Penalty: 1129.951294
	Iteration 34Q: 3 clusters Score -1.213618e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Mstep: Class 2 contains 149215 members 
Entering Unmasked Estep 
Score: -12136189.000000 Penalty: 1129.951294
	Iteration 35Q: 3 clusters Score -1.213619e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 151097 members 
Entering Unmasked Estep 
Score: -12136398.000000 Penalty: 1129.951294
	Iteration 36Q: 3 clusters Score -1.21364e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94061 members 
Mstep: Class 2 contains 152915 members 
Entering Unmasked Estep 
Score: -12136543.000000 Penalty: 1129.951294
	Iteration 37Q: 3 clusters Score -1.213654e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 154652 members 
Entering Unmasked Estep 
Score: -12136721.000000 Penalty: 1129.951294
	Iteration 38Q: 3 clusters Score -1.213672e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 156264 members 
Entering Unmasked Estep 
Score: -12136799.000000 Penalty: 1129.951294
	Iteration 39Q: 3 clusters Score -1.21368e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 157832 members 
Entering Unmasked Estep 
Score: -12136920.000000 Penalty: 1129.951294
	Iteration 40F: 3 clusters Score -1.213692e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 159351 members 
Entering Unmasked Estep 
Score: -12137115.000000 Penalty: 1129.951294
	Iteration 41Q: 3 clusters Score -1.213712e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 160812 members 
Entering Unmasked Estep 
Score: -12137240.000000 Penalty: 1129.951294
	Iteration 42Q: 3 clusters Score -1.213724e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 162153 members 
Entering Unmasked Estep 
Score: -12137434.000000 Penalty: 1129.951294
	Iteration 43Q: 3 clusters Score -1.213743e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 163324 members 
Entering Unmasked Estep 
Score: -12137515.000000 Penalty: 1129.951294
	Iteration 44Q: 3 clusters Score -1.213752e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 164344 members 
Entering Unmasked Estep 
Score: -12137558.000000 Penalty: 1129.951294
	Iteration 45Q: 3 clusters Score -1.213756e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 165273 members 
Entering Unmasked Estep 
Score: -12137647.000000 Penalty: 1129.951294
	Iteration 46Q: 3 clusters Score -1.213765e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 166009 members 
Entering Unmasked Estep 
Score: -12137674.000000 Penalty: 1129.951294
	Iteration 47Q: 3 clusters Score -1.213767e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 166607 members 
Entering Unmasked Estep 
Score: -12137729.000000 Penalty: 1129.951294
	Iteration 48Q: 3 clusters Score -1.213773e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 167145 members 
Entering Unmasked Estep 
Score: -12137771.000000 Penalty: 1129.951294
	Iteration 49Q: 3 clusters Score -1.213777e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 167597 members 
Entering Unmasked Estep 
Score: -12137823.000000 Penalty: 1129.951294
	Iteration 50Q: 3 clusters Score -1.213782e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 168041 members 
Entering Unmasked Estep 
Score: -12137863.000000 Penalty: 1129.951294
	Iteration 51Q: 3 clusters Score -1.213786e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 168485 members 
Entering Unmasked Estep 
Score: -12137915.000000 Penalty: 1129.951294
	Iteration 52Q: 3 clusters Score -1.213792e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 168903 members 
Entering Unmasked Estep 
Score: -12137962.000000 Penalty: 1129.951294
	Iteration 53Q: 3 clusters Score -1.213796e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77682 members 
Mstep: Class 2 contains 169294 members 
Entering Unmasked Estep 
Score: -12138016.000000 Penalty: 1129.951294
	Iteration 54Q: 3 clusters Score -1.213802e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 169672 members 
Entering Unmasked Estep 
Score: -12138041.000000 Penalty: 1129.951294
	Iteration 55Q: 3 clusters Score -1.213804e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 170021 members 
Entering Unmasked Estep 
Score: -12138080.000000 Penalty: 1129.951294
	Iteration 56Q: 3 clusters Score -1.213808e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 170331 members 
Entering Unmasked Estep 
Score: -12138128.000000 Penalty: 1129.951294
	Iteration 57Q: 3 clusters Score -1.213813e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -12138141.000000 Penalty: 1129.951294
	Iteration 58Q: 3 clusters Score -1.213814e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 170903 members 
Entering Unmasked Estep 
Score: -12138145.000000 Penalty: 1129.951294
	Iteration 59Q: 3 clusters Score -1.213814e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 171186 members 
Entering Unmasked Estep 
Score: -12138151.000000 Penalty: 1129.951294
	Iteration 60F: 3 clusters Score -1.213815e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 171486 members 
Entering Unmasked Estep 
Score: -12138205.000000 Penalty: 1129.951294
	Iteration 61Q: 3 clusters Score -1.21382e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 171780 members 
Entering Unmasked Estep 
Score: -12138203.000000 Penalty: 1129.951294
	Iteration 62Q: 3 clusters Score -1.21382e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 172059 members 
Entering Unmasked Estep 
Score: -12138231.000000 Penalty: 1129.951294
	Iteration 63Q: 3 clusters Score -1.213823e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 172302 members 
Entering Unmasked Estep 
Score: -12138256.000000 Penalty: 1129.951294
	Iteration 64Q: 3 clusters Score -1.213826e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 172521 members 
Entering Unmasked Estep 
Score: -12138259.000000 Penalty: 1129.951294
	Iteration 65Q: 3 clusters Score -1.213826e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 172731 members 
Entering Unmasked Estep 
Score: -12138254.000000 Penalty: 1129.951294
	Iteration 66Q: 3 clusters Score -1.213825e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 172958 members 
Entering Unmasked Estep 
Score: -12138260.000000 Penalty: 1129.951294
	Iteration 67Q: 3 clusters Score -1.213826e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 173174 members 
Entering Unmasked Estep 
Score: -12138243.000000 Penalty: 1129.951294
	Iteration 68Q: 3 clusters Score -1.213824e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73618 members 
Mstep: Class 2 contains 173358 members 
Entering Unmasked Estep 
Score: -12138236.000000 Penalty: 1129.951294
	Iteration 69Q: 3 clusters Score -1.213824e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 173530 members 
Entering Unmasked Estep 
Score: -12138247.000000 Penalty: 1129.951294
	Iteration 70Q: 3 clusters Score -1.213825e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 173684 members 
Entering Unmasked Estep 
Score: -12138231.000000 Penalty: 1129.951294
	Iteration 71Q: 3 clusters Score -1.213823e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 173846 members 
Entering Unmasked Estep 
Score: -12138261.000000 Penalty: 1129.951294
	Iteration 72Q: 3 clusters Score -1.213826e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 174007 members 
Entering Unmasked Estep 
Score: -12138245.000000 Penalty: 1129.951294
	Iteration 73Q: 3 clusters Score -1.213824e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 174153 members 
Entering Unmasked Estep 
Score: -12138241.000000 Penalty: 1129.951294
	Iteration 74Q: 3 clusters Score -1.213824e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 174296 members 
Entering Unmasked Estep 
Score: -12138237.000000 Penalty: 1129.951294
	Iteration 75Q: 3 clusters Score -1.213824e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 174425 members 
Entering Unmasked Estep 
Score: -12138232.000000 Penalty: 1129.951294
	Iteration 76Q: 3 clusters Score -1.213823e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 174545 members 
Entering Unmasked Estep 
Score: -12138244.000000 Penalty: 1129.951294
	Iteration 77Q: 3 clusters Score -1.213824e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 174653 members 
Entering Unmasked Estep 
Score: -12138259.000000 Penalty: 1129.951294
	Iteration 78Q: 3 clusters Score -1.213826e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 174762 members 
Entering Unmasked Estep 
Score: -12138231.000000 Penalty: 1129.951294
	Iteration 79Q: 3 clusters Score -1.213823e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 174908 members 
Entering Unmasked Estep 
Score: -12138244.000000 Penalty: 1129.951294
	Iteration 80F: 3 clusters Score -1.213824e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 175039 members 
Entering Unmasked Estep 
Score: -12138203.000000 Penalty: 1129.951294
	Iteration 81Q: 3 clusters Score -1.21382e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 175192 members 
Entering Unmasked Estep 
Score: -12138195.000000 Penalty: 1129.951294
	Iteration 82Q: 3 clusters Score -1.21382e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 175319 members 
Entering Unmasked Estep 
Score: -12138200.000000 Penalty: 1129.951294
	Iteration 83Q: 3 clusters Score -1.21382e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 175448 members 
Entering Unmasked Estep 
Score: -12138177.000000 Penalty: 1129.951294
	Iteration 84Q: 3 clusters Score -1.213818e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 175563 members 
Entering Unmasked Estep 
Score: -12138186.000000 Penalty: 1129.951294
	Iteration 85Q: 3 clusters Score -1.213819e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 175663 members 
Entering Unmasked Estep 
Score: -12138217.000000 Penalty: 1129.951294
	Iteration 86Q: 3 clusters Score -1.213822e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 175766 members 
Entering Unmasked Estep 
Score: -12138221.000000 Penalty: 1129.951294
	Iteration 87Q: 3 clusters Score -1.213822e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 175853 members 
Entering Unmasked Estep 
Score: -12138212.000000 Penalty: 1129.951294
	Iteration 88Q: 3 clusters Score -1.213821e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 175965 members 
Entering Unmasked Estep 
Score: -12138197.000000 Penalty: 1129.951294
	Iteration 89Q: 3 clusters Score -1.21382e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 176047 members 
Entering Unmasked Estep 
Score: -12138201.000000 Penalty: 1129.951294
	Iteration 90Q: 3 clusters Score -1.21382e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 176120 members 
Entering Unmasked Estep 
Score: -12138207.000000 Penalty: 1129.951294
	Iteration 91Q: 3 clusters Score -1.213821e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 176173 members 
Entering Unmasked Estep 
Score: -12138205.000000 Penalty: 1129.951294
	Iteration 92Q: 3 clusters Score -1.21382e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 176240 members 
Entering Unmasked Estep 
Score: -12138194.000000 Penalty: 1129.951294
	Iteration 93Q: 3 clusters Score -1.213819e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 176301 members 
Entering Unmasked Estep 
Score: -12138193.000000 Penalty: 1129.951294
	Iteration 94Q: 3 clusters Score -1.213819e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 176380 members 
Entering Unmasked Estep 
Score: -12138201.000000 Penalty: 1129.951294
	Iteration 95Q: 3 clusters Score -1.21382e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 176462 members 
Entering Unmasked Estep 
Score: -12138195.000000 Penalty: 1129.951294
	Iteration 96Q: 3 clusters Score -1.21382e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 176535 members 
Entering Unmasked Estep 
Score: -12138191.000000 Penalty: 1129.951294
	Iteration 97Q: 3 clusters Score -1.213819e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 176610 members 
Entering Unmasked Estep 
Score: -12138189.000000 Penalty: 1129.951294
	Iteration 98Q: 3 clusters Score -1.213819e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 176695 members 
Entering Unmasked Estep 
Score: -12138201.000000 Penalty: 1129.951294
	Iteration 99Q: 3 clusters Score -1.21382e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 176776 members 
Entering Unmasked Estep 
Score: -12138191.000000 Penalty: 1129.951294
	Iteration 100F: 3 clusters Score -1.213819e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 176834 members 
Entering Unmasked Estep 
Score: -12138174.000000 Penalty: 1129.951294
	Iteration 101Q: 3 clusters Score -1.213817e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 176895 members 
Entering Unmasked Estep 
Score: -12138172.000000 Penalty: 1129.951294
	Iteration 102Q: 3 clusters Score -1.213817e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 176953 members 
Entering Unmasked Estep 
Score: -12138150.000000 Penalty: 1129.951294
	Iteration 103Q: 3 clusters Score -1.213815e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 177028 members 
Entering Unmasked Estep 
Score: -12138164.000000 Penalty: 1129.951294
	Iteration 104Q: 3 clusters Score -1.213816e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 177107 members 
Entering Unmasked Estep 
Score: -12138144.000000 Penalty: 1129.951294
	Iteration 105Q: 3 clusters Score -1.213814e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 177195 members 
Entering Unmasked Estep 
Score: -12138127.000000 Penalty: 1129.951294
	Iteration 106Q: 3 clusters Score -1.213813e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 177277 members 
Entering Unmasked Estep 
Score: -12138117.000000 Penalty: 1129.951294
	Iteration 107Q: 3 clusters Score -1.213812e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 177361 members 
Entering Unmasked Estep 
Score: -12138103.000000 Penalty: 1129.951294
	Iteration 108Q: 3 clusters Score -1.21381e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 177445 members 
Entering Unmasked Estep 
Score: -12138066.000000 Penalty: 1129.951294
	Iteration 109Q: 3 clusters Score -1.213807e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 177517 members 
Entering Unmasked Estep 
Score: -12138054.000000 Penalty: 1129.951294
	Iteration 110Q: 3 clusters Score -1.213805e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 177587 members 
Entering Unmasked Estep 
Score: -12138061.000000 Penalty: 1129.951294
	Iteration 111Q: 3 clusters Score -1.213806e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 177657 members 
Entering Unmasked Estep 
Score: -12138068.000000 Penalty: 1129.951294
	Iteration 112Q: 3 clusters Score -1.213807e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 177706 members 
Entering Unmasked Estep 
Score: -12138075.000000 Penalty: 1129.951294
	Iteration 113Q: 3 clusters Score -1.213808e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 177766 members 
Entering Unmasked Estep 
Score: -12138069.000000 Penalty: 1129.951294
	Iteration 114Q: 3 clusters Score -1.213807e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 177831 members 
Entering Unmasked Estep 
Score: -12138060.000000 Penalty: 1129.951294
	Iteration 115Q: 3 clusters Score -1.213806e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 177889 members 
Entering Unmasked Estep 
Score: -12138062.000000 Penalty: 1129.951294
	Iteration 116Q: 3 clusters Score -1.213806e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 177934 members 
Entering Unmasked Estep 
Score: -12138067.000000 Penalty: 1129.951294
	Iteration 117Q: 3 clusters Score -1.213807e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 177973 members 
Entering Unmasked Estep 
Score: -12138053.000000 Penalty: 1129.951294
	Iteration 118Q: 3 clusters Score -1.213805e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 178010 members 
Entering Unmasked Estep 
Score: -12138050.000000 Penalty: 1129.951294
	Iteration 119Q: 3 clusters Score -1.213805e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 178038 members 
Entering Unmasked Estep 
Score: -12138064.000000 Penalty: 1129.951294
	Iteration 120F: 3 clusters Score -1.213806e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 178049 members 
Entering Unmasked Estep 
Score: -12138058.000000 Penalty: 1129.951294
	Iteration 121Q: 3 clusters Score -1.213806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68919 members 
Mstep: Class 2 contains 178057 members 
Entering Unmasked Estep 
Score: -12138048.000000 Penalty: 1129.951294
	Iteration 122Q: 3 clusters Score -1.213805e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 178065 members 
Entering Unmasked Estep 
Score: -12138050.000000 Penalty: 1129.951294
	Iteration 123Q: 3 clusters Score -1.213805e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 178087 members 
Entering Unmasked Estep 
Score: -12138029.000000 Penalty: 1129.951294
	Iteration 124Q: 3 clusters Score -1.213803e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 178107 members 
Entering Unmasked Estep 
Score: -12138039.000000 Penalty: 1129.951294
	Iteration 125Q: 3 clusters Score -1.213804e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 178132 members 
Entering Unmasked Estep 
Score: -12138045.000000 Penalty: 1129.951294
	Iteration 126Q: 3 clusters Score -1.213804e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68809 members 
Mstep: Class 2 contains 178167 members 
Entering Unmasked Estep 
Score: -12138031.000000 Penalty: 1129.951294
	Iteration 127Q: 3 clusters Score -1.213803e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 178204 members 
Entering Unmasked Estep 
Score: -12138026.000000 Penalty: 1129.951294
	Iteration 128Q: 3 clusters Score -1.213803e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 178241 members 
Entering Unmasked Estep 
Score: -12138002.000000 Penalty: 1129.951294
	Iteration 129Q: 3 clusters Score -1.2138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 178277 members 
Entering Unmasked Estep 
Score: -12137996.000000 Penalty: 1129.951294
	Iteration 130Q: 3 clusters Score -1.2138e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 178318 members 
Entering Unmasked Estep 
Score: -12137994.000000 Penalty: 1129.951294
	Iteration 131Q: 3 clusters Score -1.213799e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 178350 members 
Entering Unmasked Estep 
Score: -12137996.000000 Penalty: 1129.951294
	Iteration 132Q: 3 clusters Score -1.2138e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 178388 members 
Entering Unmasked Estep 
Score: -12137986.000000 Penalty: 1129.951294
	Iteration 133Q: 3 clusters Score -1.213799e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 178422 members 
Entering Unmasked Estep 
Score: -12137968.000000 Penalty: 1129.951294
	Iteration 134Q: 3 clusters Score -1.213797e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 178452 members 
Entering Unmasked Estep 
Score: -12137946.000000 Penalty: 1129.951294
	Iteration 135Q: 3 clusters Score -1.213795e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 178499 members 
Entering Unmasked Estep 
Score: -12137938.000000 Penalty: 1129.951294
	Iteration 136Q: 3 clusters Score -1.213794e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 178552 members 
Entering Unmasked Estep 
Score: -12137938.000000 Penalty: 1129.951294
	Iteration 137Q: 3 clusters Score -1.213794e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 178593 members 
Entering Unmasked Estep 
Score: -12137937.000000 Penalty: 1129.951294
	Iteration 138Q: 3 clusters Score -1.213794e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 178627 members 
Entering Unmasked Estep 
Score: -12137939.000000 Penalty: 1129.951294
	Iteration 139Q: 3 clusters Score -1.213794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 178656 members 
Entering Unmasked Estep 
Score: -12137946.000000 Penalty: 1129.951294
	Iteration 140F: 3 clusters Score -1.213795e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 178684 members 
Entering Unmasked Estep 
Score: -12137940.000000 Penalty: 1129.951294
	Iteration 141Q: 3 clusters Score -1.213794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 178700 members 
Entering Unmasked Estep 
Score: -12137941.000000 Penalty: 1129.951294
	Iteration 142Q: 3 clusters Score -1.213794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 178733 members 
Entering Unmasked Estep 
Score: -12137930.000000 Penalty: 1129.951294
	Iteration 143Q: 3 clusters Score -1.213793e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 178758 members 
Entering Unmasked Estep 
Score: -12137937.000000 Penalty: 1129.951294
	Iteration 144Q: 3 clusters Score -1.213794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 178777 members 
Entering Unmasked Estep 
Score: -12137918.000000 Penalty: 1129.951294
	Iteration 145Q: 3 clusters Score -1.213792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 178797 members 
Entering Unmasked Estep 
Score: -12137921.000000 Penalty: 1129.951294
	Iteration 146Q: 3 clusters Score -1.213792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 178813 members 
Entering Unmasked Estep 
Score: -12137914.000000 Penalty: 1129.951294
	Iteration 147Q: 3 clusters Score -1.213791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 178826 members 
Entering Unmasked Estep 
Score: -12137904.000000 Penalty: 1129.951294
	Iteration 148Q: 3 clusters Score -1.21379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 178833 members 
Entering Unmasked Estep 
Score: -12137916.000000 Penalty: 1129.951294
	Iteration 149Q: 3 clusters Score -1.213792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 178846 members 
Entering Unmasked Estep 
Score: -12137920.000000 Penalty: 1129.951294
	Iteration 150Q: 3 clusters Score -1.213792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 178865 members 
Entering Unmasked Estep 
Score: -12137919.000000 Penalty: 1129.951294
	Iteration 151Q: 3 clusters Score -1.213792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 178875 members 
Entering Unmasked Estep 
Score: -12137924.000000 Penalty: 1129.951294
	Iteration 152Q: 3 clusters Score -1.213792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 178886 members 
Entering Unmasked Estep 
Score: -12137924.000000 Penalty: 1129.951294
	Iteration 153Q: 3 clusters Score -1.213792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Mstep: Class 2 contains 178901 members 
Entering Unmasked Estep 
Score: -12137921.000000 Penalty: 1129.951294
	Iteration 154Q: 3 clusters Score -1.213792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 178910 members 
Entering Unmasked Estep 
Score: -12137923.000000 Penalty: 1129.951294
	Iteration 155Q: 3 clusters Score -1.213792e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 178930 members 
Entering Unmasked Estep 
Score: -12137916.000000 Penalty: 1129.951294
	Iteration 156Q: 3 clusters Score -1.213792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 178947 members 
Entering Unmasked Estep 
Score: -12137923.000000 Penalty: 1129.951294
	Iteration 157Q: 3 clusters Score -1.213792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 178968 members 
Entering Unmasked Estep 
Score: -12137919.000000 Penalty: 1129.951294
	Iteration 158Q: 3 clusters Score -1.213792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 178986 members 
Entering Unmasked Estep 
Score: -12137909.000000 Penalty: 1129.951294
	Iteration 159Q: 3 clusters Score -1.213791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 179006 members 
Entering Unmasked Estep 
Score: -12137916.000000 Penalty: 1129.951294
	Iteration 160F: 3 clusters Score -1.213792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 179029 members 
Entering Unmasked Estep 
Score: -12137919.000000 Penalty: 1129.951294
	Iteration 161Q: 3 clusters Score -1.213792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 179051 members 
Entering Unmasked Estep 
Score: -12137921.000000 Penalty: 1129.951294
	Iteration 162Q: 3 clusters Score -1.213792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 179072 members 
Entering Unmasked Estep 
Score: -12137914.000000 Penalty: 1129.951294
	Iteration 163Q: 3 clusters Score -1.213791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 179084 members 
Entering Unmasked Estep 
Score: -12137910.000000 Penalty: 1129.951294
	Iteration 164Q: 3 clusters Score -1.213791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 179094 members 
Entering Unmasked Estep 
Score: -12137909.000000 Penalty: 1129.951294
	Iteration 165Q: 3 clusters Score -1.213791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 179113 members 
Entering Unmasked Estep 
Score: -12137909.000000 Penalty: 1129.951294
	Iteration 166Q: 3 clusters Score -1.213791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 179140 members 
Entering Unmasked Estep 
Score: -12137891.000000 Penalty: 1129.951294
	Iteration 167Q: 3 clusters Score -1.213789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 179160 members 
Entering Unmasked Estep 
Score: -12137900.000000 Penalty: 1129.951294
	Iteration 168Q: 3 clusters Score -1.21379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 179171 members 
Entering Unmasked Estep 
Score: -12137901.000000 Penalty: 1129.951294
	Iteration 169Q: 3 clusters Score -1.21379e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 179178 members 
Entering Unmasked Estep 
Score: -12137896.000000 Penalty: 1129.951294
	Iteration 170Q: 3 clusters Score -1.21379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 179188 members 
Entering Unmasked Estep 
Score: -12137893.000000 Penalty: 1129.951294
	Iteration 171Q: 3 clusters Score -1.213789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 179201 members 
Entering Unmasked Estep 
Score: -12137902.000000 Penalty: 1129.951294
	Iteration 172Q: 3 clusters Score -1.21379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67762 members 
Mstep: Class 2 contains 179214 members 
Entering Unmasked Estep 
Score: -12137899.000000 Penalty: 1129.951294
	Iteration 173Q: 3 clusters Score -1.21379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 179221 members 
Entering Unmasked Estep 
Score: -12137895.000000 Penalty: 1129.951294
	Iteration 174Q: 3 clusters Score -1.21379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 179220 members 
Entering Unmasked Estep 
Score: -12137895.000000 Penalty: 1129.951294
	Iteration 175Q: 3 clusters Score -1.21379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 179223 members 
Entering Unmasked Estep 
Score: -12137899.000000 Penalty: 1129.951294
	Iteration 176Q: 3 clusters Score -1.21379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 179223 members 
Entering Unmasked Estep 
Score: -12137904.000000 Penalty: 1129.951294
	Iteration 177Q: 3 clusters Score -1.21379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 179225 members 
Entering Unmasked Estep 
Score: -12137910.000000 Penalty: 1129.951294
	Iteration 178Q: 3 clusters Score -1.213791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 179227 members 
Entering Unmasked Estep 
Score: -12137905.000000 Penalty: 1129.951294
	Iteration 179Q: 3 clusters Score -1.21379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 179231 members 
Entering Unmasked Estep 
Score: -12137915.000000 Penalty: 1129.951294
	Iteration 180F: 3 clusters Score -1.213792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 179236 members 
Entering Unmasked Estep 
Score: -12137918.000000 Penalty: 1129.951294
	Iteration 181Q: 3 clusters Score -1.213792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 179239 members 
Entering Unmasked Estep 
Score: -12137914.000000 Penalty: 1129.951294
	Iteration 182Q: 3 clusters Score -1.213791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 179242 members 
Entering Unmasked Estep 
Score: -12137912.000000 Penalty: 1129.951294
	Iteration 183Q: 3 clusters Score -1.213791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 179247 members 
Entering Unmasked Estep 
Score: -12137911.000000 Penalty: 1129.951294
	Iteration 184Q: 3 clusters Score -1.213791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 179252 members 
Entering Unmasked Estep 
Score: -12137909.000000 Penalty: 1129.951294
	Iteration 185Q: 3 clusters Score -1.213791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 179255 members 
Entering Unmasked Estep 
Score: -12137907.000000 Penalty: 1129.951294
	Iteration 186Q: 3 clusters Score -1.213791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 179257 members 
Entering Unmasked Estep 
Score: -12137914.000000 Penalty: 1129.951294
	Iteration 187Q: 3 clusters Score -1.213791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 179258 members 
Entering Unmasked Estep 
Score: -12137912.000000 Penalty: 1129.951294
	Iteration 188Q: 3 clusters Score -1.213791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 179259 members 
Entering Unmasked Estep 
Score: -12137909.000000 Penalty: 1129.951294
	Iteration 189Q: 3 clusters Score -1.213791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 179259 members 
Entering Unmasked Estep 
Score: -12137909.000000 Penalty: 1129.951294
	Iteration 190F: 3 clusters Score -1.213791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 121847 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 335046 members 
Mstep: Class 9 contains 237581 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 117385 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 179557 members 
Mstep: Class 16 contains 7187 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 67717 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 39470 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 1188 members 
Mstep: Class 25 contains 85333 members 
Mstep: Class 26 contains 2001 members 
Mstep: Class 27 contains 179259 members 
Entering Unmasked Estep 
Score: -90417312.000000 Penalty: 17802.599609
Splitting cluster 18 changes total score from -90335480.000000 to -90417312.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (16763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Entering Unmasked Estep 
Score: -802660.812500 Penalty: 442.575287
	Iteration 0F: 2 clusters Score -802660.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -791483.125000 Penalty: 885.150574
	Iteration 0F: 3 clusters Score -791483.1 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -796565.937500 Penalty: 885.150574
	Iteration 1F: 3 clusters Score -796565.9 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -797147.937500 Penalty: 885.150574
	Iteration 2F: 3 clusters Score -797147.9 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -797744.312500 Penalty: 885.150574
	Iteration 3F: 3 clusters Score -797744.3 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -798321.000000 Penalty: 885.150574
	Iteration 4F: 3 clusters Score -798321 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -798861.812500 Penalty: 885.150574
	Iteration 5F: 3 clusters Score -798861.8 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -799411.500000 Penalty: 885.150574
	Iteration 6F: 3 clusters Score -799411.5 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -799979.812500 Penalty: 885.150574
	Iteration 7Q: 3 clusters Score -799979.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -800374.125000 Penalty: 885.150574
	Iteration 8Q: 3 clusters Score -800374.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -800581.937500 Penalty: 885.150574
	Iteration 9Q: 3 clusters Score -800581.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -800691.375000 Penalty: 885.150574
	Iteration 10Q: 3 clusters Score -800691.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -800750.937500 Penalty: 885.150574
	Iteration 11Q: 3 clusters Score -800750.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -800783.625000 Penalty: 885.150574
	Iteration 12Q: 3 clusters Score -800783.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -800808.000000 Penalty: 885.150574
	Iteration 13Q: 3 clusters Score -800808 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -800824.250000 Penalty: 885.150574
	Iteration 14Q: 3 clusters Score -800824.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -800836.562500 Penalty: 885.150574
	Iteration 15Q: 3 clusters Score -800836.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -800850.625000 Penalty: 885.150574
	Iteration 16Q: 3 clusters Score -800850.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -800860.375000 Penalty: 885.150574
	Iteration 17Q: 3 clusters Score -800860.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -800866.187500 Penalty: 885.150574
	Iteration 18Q: 3 clusters Score -800866.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -800872.812500 Penalty: 885.150574
	Iteration 19Q: 3 clusters Score -800872.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -800878.375000 Penalty: 885.150574
	Iteration 20F: 3 clusters Score -800878.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -800883.375000 Penalty: 885.150574
	Iteration 21Q: 3 clusters Score -800883.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -800889.375000 Penalty: 885.150574
	Iteration 22Q: 3 clusters Score -800889.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -800892.062500 Penalty: 885.150574
	Iteration 23Q: 3 clusters Score -800892.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -800893.312500 Penalty: 885.150574
	Iteration 24Q: 3 clusters Score -800893.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -800895.625000 Penalty: 885.150574
	Iteration 25Q: 3 clusters Score -800895.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -800896.625000 Penalty: 885.150574
	Iteration 26Q: 3 clusters Score -800896.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -800898.312500 Penalty: 885.150574
	Iteration 27Q: 3 clusters Score -800898.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -800899.000000 Penalty: 885.150574
	Iteration 28Q: 3 clusters Score -800899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -800899.625000 Penalty: 885.150574
	Iteration 29Q: 3 clusters Score -800899.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -800898.625000 Penalty: 885.150574
	Iteration 30Q: 3 clusters Score -800898.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -800899.312500 Penalty: 885.150574
	Iteration 31Q: 3 clusters Score -800899.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -800902.125000 Penalty: 885.150574
	Iteration 32Q: 3 clusters Score -800902.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -800904.250000 Penalty: 885.150574
	Iteration 33Q: 3 clusters Score -800904.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -800901.937500 Penalty: 885.150574
	Iteration 34Q: 3 clusters Score -800901.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -800901.125000 Penalty: 885.150574
	Iteration 35Q: 3 clusters Score -800901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -800900.750000 Penalty: 885.150574
	Iteration 36Q: 3 clusters Score -800900.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -800903.625000 Penalty: 885.150574
	Iteration 37Q: 3 clusters Score -800903.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -800905.000000 Penalty: 885.150574
	Iteration 38Q: 3 clusters Score -800905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -800906.750000 Penalty: 885.150574
	Iteration 39Q: 3 clusters Score -800906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -800904.687500 Penalty: 885.150574
	Iteration 40F: 3 clusters Score -800904.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -800906.187500 Penalty: 885.150574
	Iteration 41Q: 3 clusters Score -800906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -800906.187500 Penalty: 885.150574
	Iteration 42Q: 3 clusters Score -800906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -800906.062500 Penalty: 885.150574
	Iteration 43Q: 3 clusters Score -800906.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -800907.125000 Penalty: 885.150574
	Iteration 44Q: 3 clusters Score -800907.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -800908.437500 Penalty: 885.150574
	Iteration 45Q: 3 clusters Score -800908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -800907.062500 Penalty: 885.150574
	Iteration 46Q: 3 clusters Score -800907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -800907.125000 Penalty: 885.150574
	Iteration 47Q: 3 clusters Score -800907.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -800906.812500 Penalty: 885.150574
	Iteration 48Q: 3 clusters Score -800906.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -800909.250000 Penalty: 885.150574
	Iteration 49Q: 3 clusters Score -800909.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -800908.937500 Penalty: 885.150574
	Iteration 50Q: 3 clusters Score -800908.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -800911.687500 Penalty: 885.150574
	Iteration 51Q: 3 clusters Score -800911.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -800912.187500 Penalty: 885.150574
	Iteration 52Q: 3 clusters Score -800912.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -800916.062500 Penalty: 885.150574
	Iteration 53Q: 3 clusters Score -800916.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -800918.375000 Penalty: 885.150574
	Iteration 54Q: 3 clusters Score -800918.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -800924.812500 Penalty: 885.150574
	Iteration 55Q: 3 clusters Score -800924.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -800928.875000 Penalty: 885.150574
	Iteration 56Q: 3 clusters Score -800928.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -800931.187500 Penalty: 885.150574
	Iteration 57Q: 3 clusters Score -800931.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -800930.812500 Penalty: 885.150574
	Iteration 58Q: 3 clusters Score -800930.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -800939.125000 Penalty: 885.150574
	Iteration 59Q: 3 clusters Score -800939.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -800940.562500 Penalty: 885.150574
	Iteration 60F: 3 clusters Score -800940.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -800945.437500 Penalty: 885.150574
	Iteration 61Q: 3 clusters Score -800945.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -800947.312500 Penalty: 885.150574
	Iteration 62Q: 3 clusters Score -800947.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -800956.562500 Penalty: 885.150574
	Iteration 63Q: 3 clusters Score -800956.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -800966.437500 Penalty: 885.150574
	Iteration 64Q: 3 clusters Score -800966.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -800977.937500 Penalty: 885.150574
	Iteration 65Q: 3 clusters Score -800977.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -800992.750000 Penalty: 885.150574
	Iteration 66Q: 3 clusters Score -800992.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -801005.562500 Penalty: 885.150574
	Iteration 67Q: 3 clusters Score -801005.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -801015.625000 Penalty: 885.150574
	Iteration 68Q: 3 clusters Score -801015.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -801023.250000 Penalty: 885.150574
	Iteration 69Q: 3 clusters Score -801023.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -801032.562500 Penalty: 885.150574
	Iteration 70Q: 3 clusters Score -801032.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -801044.500000 Penalty: 885.150574
	Iteration 71Q: 3 clusters Score -801044.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -801055.687500 Penalty: 885.150574
	Iteration 72Q: 3 clusters Score -801055.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -801065.875000 Penalty: 885.150574
	Iteration 73Q: 3 clusters Score -801065.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -801083.000000 Penalty: 885.150574
	Iteration 74Q: 3 clusters Score -801083 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -801099.750000 Penalty: 885.150574
	Iteration 75Q: 3 clusters Score -801099.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -801113.125000 Penalty: 885.150574
	Iteration 76Q: 3 clusters Score -801113.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -801130.625000 Penalty: 885.150574
	Iteration 77Q: 3 clusters Score -801130.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -801150.250000 Penalty: 885.150574
	Iteration 78Q: 3 clusters Score -801150.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -801171.812500 Penalty: 885.150574
	Iteration 79Q: 3 clusters Score -801171.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -801197.437500 Penalty: 885.150574
	Iteration 80F: 3 clusters Score -801197.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -801231.750000 Penalty: 885.150574
	Iteration 81Q: 3 clusters Score -801231.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -801266.437500 Penalty: 885.150574
	Iteration 82Q: 3 clusters Score -801266.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -801298.812500 Penalty: 885.150574
	Iteration 83Q: 3 clusters Score -801298.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -801335.812500 Penalty: 885.150574
	Iteration 84Q: 3 clusters Score -801335.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -801374.375000 Penalty: 885.150574
	Iteration 85Q: 3 clusters Score -801374.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -801406.437500 Penalty: 885.150574
	Iteration 86Q: 3 clusters Score -801406.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -801432.937500 Penalty: 885.150574
	Iteration 87Q: 3 clusters Score -801432.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -801462.812500 Penalty: 885.150574
	Iteration 88Q: 3 clusters Score -801462.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -801495.500000 Penalty: 885.150574
	Iteration 89Q: 3 clusters Score -801495.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -801519.125000 Penalty: 885.150574
	Iteration 90Q: 3 clusters Score -801519.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -801534.875000 Penalty: 885.150574
	Iteration 91Q: 3 clusters Score -801534.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -801560.937500 Penalty: 885.150574
	Iteration 92Q: 3 clusters Score -801560.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -801589.625000 Penalty: 885.150574
	Iteration 93Q: 3 clusters Score -801589.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -801622.812500 Penalty: 885.150574
	Iteration 94Q: 3 clusters Score -801622.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -801657.000000 Penalty: 885.150574
	Iteration 95Q: 3 clusters Score -801657 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -801695.187500 Penalty: 885.150574
	Iteration 96Q: 3 clusters Score -801695.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -801729.187500 Penalty: 885.150574
	Iteration 97Q: 3 clusters Score -801729.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -801777.187500 Penalty: 885.150574
	Iteration 98Q: 3 clusters Score -801777.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -801820.312500 Penalty: 885.150574
	Iteration 99Q: 3 clusters Score -801820.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -801878.375000 Penalty: 885.150574
	Iteration 100F: 3 clusters Score -801878.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -801933.062500 Penalty: 885.150574
	Iteration 101Q: 3 clusters Score -801933.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -801983.125000 Penalty: 885.150574
	Iteration 102Q: 3 clusters Score -801983.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -802029.375000 Penalty: 885.150574
	Iteration 103Q: 3 clusters Score -802029.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -802069.062500 Penalty: 885.150574
	Iteration 104Q: 3 clusters Score -802069.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -802104.687500 Penalty: 885.150574
	Iteration 105Q: 3 clusters Score -802104.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -802140.250000 Penalty: 885.150574
	Iteration 106Q: 3 clusters Score -802140.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -802180.875000 Penalty: 885.150574
	Iteration 107Q: 3 clusters Score -802180.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -802218.250000 Penalty: 885.150574
	Iteration 108Q: 3 clusters Score -802218.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -802238.875000 Penalty: 885.150574
	Iteration 109Q: 3 clusters Score -802238.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -802254.812500 Penalty: 885.150574
	Iteration 110Q: 3 clusters Score -802254.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -802268.000000 Penalty: 885.150574
	Iteration 111Q: 3 clusters Score -802268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -802279.375000 Penalty: 885.150574
	Iteration 112Q: 3 clusters Score -802279.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -802292.687500 Penalty: 885.150574
	Iteration 113Q: 3 clusters Score -802292.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -802304.500000 Penalty: 885.150574
	Iteration 114Q: 3 clusters Score -802304.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -802315.250000 Penalty: 885.150574
	Iteration 115Q: 3 clusters Score -802315.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -802325.187500 Penalty: 885.150574
	Iteration 116Q: 3 clusters Score -802325.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -802335.000000 Penalty: 885.150574
	Iteration 117Q: 3 clusters Score -802335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -802345.812500 Penalty: 885.150574
	Iteration 118Q: 3 clusters Score -802345.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -802357.187500 Penalty: 885.150574
	Iteration 119Q: 3 clusters Score -802357.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -802376.312500 Penalty: 885.150574
	Iteration 120F: 3 clusters Score -802376.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -802389.125000 Penalty: 885.150574
	Iteration 121Q: 3 clusters Score -802389.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -802397.250000 Penalty: 885.150574
	Iteration 122Q: 3 clusters Score -802397.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -802402.500000 Penalty: 885.150574
	Iteration 123Q: 3 clusters Score -802402.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -802409.687500 Penalty: 885.150574
	Iteration 124Q: 3 clusters Score -802409.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -802413.562500 Penalty: 885.150574
	Iteration 125Q: 3 clusters Score -802413.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -802415.437500 Penalty: 885.150574
	Iteration 126Q: 3 clusters Score -802415.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -802419.437500 Penalty: 885.150574
	Iteration 127Q: 3 clusters Score -802419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -802419.812500 Penalty: 885.150574
	Iteration 128Q: 3 clusters Score -802419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -802421.687500 Penalty: 885.150574
	Iteration 129Q: 3 clusters Score -802421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -802421.750000 Penalty: 885.150574
	Iteration 130Q: 3 clusters Score -802421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -802422.250000 Penalty: 885.150574
	Iteration 131Q: 3 clusters Score -802422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -802422.875000 Penalty: 885.150574
	Iteration 132Q: 3 clusters Score -802422.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -802423.625000 Penalty: 885.150574
	Iteration 133Q: 3 clusters Score -802423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -802424.187500 Penalty: 885.150574
	Iteration 134Q: 3 clusters Score -802424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -802424.500000 Penalty: 885.150574
	Iteration 135Q: 3 clusters Score -802424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -802423.750000 Penalty: 885.150574
	Iteration 136Q: 3 clusters Score -802423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -802424.312500 Penalty: 885.150574
	Iteration 137Q: 3 clusters Score -802424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -802424.750000 Penalty: 885.150574
	Iteration 138Q: 3 clusters Score -802424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -802423.812500 Penalty: 885.150574
	Iteration 139Q: 3 clusters Score -802423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -802423.812500 Penalty: 885.150574
	Iteration 140F: 3 clusters Score -802423.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Entering Unmasked Estep 
Score: -1785481.750000 Penalty: 481.539948
	Iteration 0F: 2 clusters Score -1785482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1759234.625000 Penalty: 963.079895
	Iteration 0F: 3 clusters Score -1759235 nChanged 19109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -1772179.000000 Penalty: 963.079895
	Iteration 1F: 3 clusters Score -1772179 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -1774508.875000 Penalty: 963.079895
	Iteration 2F: 3 clusters Score -1774509 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -1777860.750000 Penalty: 963.079895
	Iteration 3F: 3 clusters Score -1777861 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -1782315.875000 Penalty: 963.079895
	Iteration 4F: 3 clusters Score -1782316 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -1785627.000000 Penalty: 963.079895
	Iteration 5F: 3 clusters Score -1785627 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -1787090.500000 Penalty: 963.079895
	Iteration 6F: 3 clusters Score -1787090 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -1787804.750000 Penalty: 963.079895
	Iteration 7Q: 3 clusters Score -1787805 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -1788143.875000 Penalty: 963.079895
	Iteration 8Q: 3 clusters Score -1788144 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -1788319.250000 Penalty: 963.079895
	Iteration 9Q: 3 clusters Score -1788319 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -1788406.500000 Penalty: 963.079895
	Iteration 10Q: 3 clusters Score -1788406 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -1788461.750000 Penalty: 963.079895
	Iteration 11Q: 3 clusters Score -1788462 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -1788499.625000 Penalty: 963.079895
	Iteration 12Q: 3 clusters Score -1788500 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -1788525.500000 Penalty: 963.079895
	Iteration 13Q: 3 clusters Score -1788526 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -1788544.625000 Penalty: 963.079895
	Iteration 14Q: 3 clusters Score -1788545 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -1788565.625000 Penalty: 963.079895
	Iteration 15Q: 3 clusters Score -1788566 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -1788588.000000 Penalty: 963.079895
	Iteration 16Q: 3 clusters Score -1788588 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -1788594.750000 Penalty: 963.079895
	Iteration 17Q: 3 clusters Score -1788595 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -1788605.000000 Penalty: 963.079895
	Iteration 18Q: 3 clusters Score -1788605 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -1788622.125000 Penalty: 963.079895
	Iteration 19Q: 3 clusters Score -1788622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -1788632.750000 Penalty: 963.079895
	Iteration 20F: 3 clusters Score -1788633 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -1788646.625000 Penalty: 963.079895
	Iteration 21Q: 3 clusters Score -1788647 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -1788653.750000 Penalty: 963.079895
	Iteration 22Q: 3 clusters Score -1788654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -1788654.125000 Penalty: 963.079895
	Iteration 23Q: 3 clusters Score -1788654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -1788661.875000 Penalty: 963.079895
	Iteration 24Q: 3 clusters Score -1788662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -1788659.250000 Penalty: 963.079895
	Iteration 25Q: 3 clusters Score -1788659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -1788664.500000 Penalty: 963.079895
	Iteration 26Q: 3 clusters Score -1788664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -1788674.375000 Penalty: 963.079895
	Iteration 27Q: 3 clusters Score -1788674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -1788671.000000 Penalty: 963.079895
	Iteration 28Q: 3 clusters Score -1788671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -1788668.750000 Penalty: 963.079895
	Iteration 29Q: 3 clusters Score -1788669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -1788668.125000 Penalty: 963.079895
	Iteration 30Q: 3 clusters Score -1788668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -1788666.750000 Penalty: 963.079895
	Iteration 31Q: 3 clusters Score -1788667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -1788668.500000 Penalty: 963.079895
	Iteration 32Q: 3 clusters Score -1788668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -1788670.500000 Penalty: 963.079895
	Iteration 33Q: 3 clusters Score -1788670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -1788668.375000 Penalty: 963.079895
	Iteration 34Q: 3 clusters Score -1788668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -1788663.875000 Penalty: 963.079895
	Iteration 35Q: 3 clusters Score -1788664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -1788667.375000 Penalty: 963.079895
	Iteration 36Q: 3 clusters Score -1788667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -1788665.500000 Penalty: 963.079895
	Iteration 37Q: 3 clusters Score -1788666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -1788666.750000 Penalty: 963.079895
	Iteration 38Q: 3 clusters Score -1788667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -1788665.875000 Penalty: 963.079895
	Iteration 39Q: 3 clusters Score -1788666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -1788668.000000 Penalty: 963.079895
	Iteration 40F: 3 clusters Score -1788668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -1788668.875000 Penalty: 963.079895
	Iteration 41Q: 3 clusters Score -1788669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -1788668.625000 Penalty: 963.079895
	Iteration 42Q: 3 clusters Score -1788669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -1788668.750000 Penalty: 963.079895
	Iteration 43Q: 3 clusters Score -1788669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -1788668.750000 Penalty: 963.079895
	Iteration 44Q: 3 clusters Score -1788669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -1788670.500000 Penalty: 963.079895
	Iteration 45Q: 3 clusters Score -1788670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -1788671.250000 Penalty: 963.079895
	Iteration 46Q: 3 clusters Score -1788671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -1788668.375000 Penalty: 963.079895
	Iteration 47Q: 3 clusters Score -1788668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -1788667.250000 Penalty: 963.079895
	Iteration 48Q: 3 clusters Score -1788667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -1788667.250000 Penalty: 963.079895
	Iteration 49F: 3 clusters Score -1788667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 121847 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 335046 members 
Mstep: Class 9 contains 237581 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 117385 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 179557 members 
Mstep: Class 16 contains 7187 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 67717 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 2751 members 
Mstep: Class 22 contains 18018 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 1188 members 
Mstep: Class 25 contains 85333 members 
Mstep: Class 26 contains 2001 members 
Mstep: Class 27 contains 179259 members 
Mstep: Class 28 contains 36719 members 
Entering Unmasked Estep 
Score: -90422360.000000 Penalty: 18461.955078
Splitting cluster 21 changes total score from -90335480.000000 to -90422360.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 240118 members 
Mstep: Class 3 contains 39731 members 
Mstep: Class 4 contains 121847 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 8 contains 335046 members 
Mstep: Class 9 contains 237581 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 14 contains 210593 members 
Mstep: Class 15 contains 179557 members 
Mstep: Class 16 contains 7187 members 
Mstep: Class 18 contains 67717 members 
Mstep: Class 20 contains 16763 members 
Mstep: Class 21 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90459896.000000 Penalty: 18461.955078
Iteration 39Q: 29 clusters Score -9.04599e+07 nChanged 84054
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 242449 members 
Mstep: Class 3 contains 39883 members 
Mstep: Class 4 contains 127114 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 335131 members 
Mstep: Class 9 contains 236380 members 
Mstep: Class 10 contains 8185 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 12 contains 17974 members 
Mstep: Class 13 contains 113929 members 
Mstep: Class 14 contains 212068 members 
Mstep: Class 15 contains 181258 members 
Mstep: Class 16 contains 7150 members 
Mstep: Class 17 contains 723 members 
Mstep: Class 18 contains 77808 members 
Mstep: Class 19 contains 679 members 
Mstep: Class 20 contains 15429 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 17948 members 
Mstep: Class 23 contains 847 members 
Mstep: Class 24 contains 1188 members 
Mstep: Class 25 contains 80478 members 
Mstep: Class 26 contains 2122 members 
Mstep: Class 27 contains 168370 members 
Mstep: Class 28 contains 36487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90478312.000000 Penalty: 18461.955078
Iteration 40F: 29 clusters Score -9.047831e+07 nChanged 70708
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 234988 members 
Mstep: Class 3 contains 39748 members 
Mstep: Class 4 contains 130705 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 16953 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 324017 members 
Mstep: Class 9 contains 231178 members 
Mstep: Class 10 contains 8171 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 17297 members 
Mstep: Class 13 contains 115251 members 
Mstep: Class 14 contains 212627 members 
Mstep: Class 15 contains 180365 members 
Mstep: Class 16 contains 6279 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 83161 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 13686 members 
Mstep: Class 21 contains 2959 members 
Mstep: Class 22 contains 18466 members 
Mstep: Class 23 contains 935 members 
Mstep: Class 24 contains 1204 members 
Mstep: Class 25 contains 89557 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 173010 members 
Mstep: Class 28 contains 37916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90489488.000000 Penalty: 18461.955078
Iteration 41Q: 29 clusters Score -9.048949e+07 nChanged 57370
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 227625 members 
Mstep: Class 3 contains 39660 members 
Mstep: Class 4 contains 134141 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 17424 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 311073 members 
Mstep: Class 9 contains 227368 members 
Mstep: Class 10 contains 8140 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 16589 members 
Mstep: Class 13 contains 116160 members 
Mstep: Class 14 contains 213237 members 
Mstep: Class 15 contains 180557 members 
Mstep: Class 16 contains 5723 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 90234 members 
Mstep: Class 19 contains 922 members 
Mstep: Class 20 contains 12130 members 
Mstep: Class 21 contains 3161 members 
Mstep: Class 22 contains 17053 members 
Mstep: Class 23 contains 960 members 
Mstep: Class 24 contains 1210 members 
Mstep: Class 25 contains 97668 members 
Mstep: Class 26 contains 3385 members 
Mstep: Class 27 contains 178853 members 
Mstep: Class 28 contains 38840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90497496.000000 Penalty: 18461.955078
Iteration 42Q: 29 clusters Score -9.04975e+07 nChanged 54323
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 220922 members 
Mstep: Class 3 contains 39585 members 
Mstep: Class 4 contains 137499 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 17826 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 296134 members 
Mstep: Class 9 contains 224247 members 
Mstep: Class 10 contains 8074 members 
Mstep: Class 11 contains 3150 members 
Mstep: Class 12 contains 15913 members 
Mstep: Class 13 contains 116834 members 
Mstep: Class 14 contains 213853 members 
Mstep: Class 15 contains 180787 members 
Mstep: Class 16 contains 5294 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 98688 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 10705 members 
Mstep: Class 21 contains 3396 members 
Mstep: Class 22 contains 14676 members 
Mstep: Class 23 contains 959 members 
Mstep: Class 24 contains 1214 members 
Mstep: Class 25 contains 106310 members 
Mstep: Class 26 contains 3779 members 
Mstep: Class 27 contains 184713 members 
Mstep: Class 28 contains 39657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90506616.000000 Penalty: 18461.955078
Iteration 43Q: 29 clusters Score -9.050662e+07 nChanged 53096
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 214620 members 
Mstep: Class 3 contains 39540 members 
Mstep: Class 4 contains 140978 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 18194 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 279821 members 
Mstep: Class 9 contains 221411 members 
Mstep: Class 10 contains 8009 members 
Mstep: Class 11 contains 3119 members 
Mstep: Class 12 contains 15286 members 
Mstep: Class 13 contains 117234 members 
Mstep: Class 14 contains 214533 members 
Mstep: Class 15 contains 180670 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 17 contains 910 members 
Mstep: Class 18 contains 108487 members 
Mstep: Class 19 contains 1176 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 3643 members 
Mstep: Class 22 contains 12164 members 
Mstep: Class 23 contains 959 members 
Mstep: Class 24 contains 1216 members 
Mstep: Class 25 contains 115375 members 
Mstep: Class 26 contains 4041 members 
Mstep: Class 27 contains 190136 members 
Mstep: Class 28 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90517104.000000 Penalty: 18461.955078
Iteration 44Q: 29 clusters Score -9.05171e+07 nChanged 52174
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 208874 members 
Mstep: Class 3 contains 39516 members 
Mstep: Class 4 contains 144327 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 18565 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 263295 members 
Mstep: Class 9 contains 218995 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 3067 members 
Mstep: Class 12 contains 14682 members 
Mstep: Class 13 contains 117410 members 
Mstep: Class 14 contains 215178 members 
Mstep: Class 15 contains 180025 members 
Mstep: Class 16 contains 4745 members 
Mstep: Class 17 contains 920 members 
Mstep: Class 18 contains 119415 members 
Mstep: Class 19 contains 1232 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 3890 members 
Mstep: Class 22 contains 9605 members 
Mstep: Class 23 contains 954 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 124405 members 
Mstep: Class 26 contains 4190 members 
Mstep: Class 27 contains 194710 members 
Mstep: Class 28 contains 40891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90527232.000000 Penalty: 18461.955078
Iteration 45Q: 29 clusters Score -9.052723e+07 nChanged 51670
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 203552 members 
Mstep: Class 3 contains 39502 members 
Mstep: Class 4 contains 147361 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 18885 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 246659 members 
Mstep: Class 9 contains 216931 members 
Mstep: Class 10 contains 7869 members 
Mstep: Class 11 contains 3016 members 
Mstep: Class 12 contains 14202 members 
Mstep: Class 13 contains 117427 members 
Mstep: Class 14 contains 215736 members 
Mstep: Class 15 contains 178996 members 
Mstep: Class 16 contains 4543 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 130973 members 
Mstep: Class 19 contains 1278 members 
Mstep: Class 20 contains 7130 members 
Mstep: Class 21 contains 4113 members 
Mstep: Class 22 contains 7189 members 
Mstep: Class 23 contains 940 members 
Mstep: Class 24 contains 1221 members 
Mstep: Class 25 contains 133573 members 
Mstep: Class 26 contains 4248 members 
Mstep: Class 27 contains 198630 members 
Mstep: Class 28 contains 41310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90537384.000000 Penalty: 18461.955078
Iteration 46Q: 29 clusters Score -9.053738e+07 nChanged 49195
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 198305 members 
Mstep: Class 3 contains 39514 members 
Mstep: Class 4 contains 149984 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 19148 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 231649 members 
Mstep: Class 9 contains 215311 members 
Mstep: Class 10 contains 7812 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 12 contains 13848 members 
Mstep: Class 13 contains 117397 members 
Mstep: Class 14 contains 216256 members 
Mstep: Class 15 contains 177668 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 929 members 
Mstep: Class 18 contains 141830 members 
Mstep: Class 19 contains 1300 members 
Mstep: Class 20 contains 6204 members 
Mstep: Class 21 contains 4333 members 
Mstep: Class 22 contains 5136 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 1224 members 
Mstep: Class 25 contains 142562 members 
Mstep: Class 26 contains 4262 members 
Mstep: Class 27 contains 201630 members 
Mstep: Class 28 contains 41634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90547752.000000 Penalty: 18461.955078
Iteration 47Q: 29 clusters Score -9.054775e+07 nChanged 43344
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 193267 members 
Mstep: Class 3 contains 39506 members 
Mstep: Class 4 contains 152413 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 19337 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 220485 members 
Mstep: Class 9 contains 213918 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 117340 members 
Mstep: Class 14 contains 216709 members 
Mstep: Class 15 contains 176109 members 
Mstep: Class 16 contains 4279 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 149955 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 5443 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 3517 members 
Mstep: Class 23 contains 912 members 
Mstep: Class 24 contains 1228 members 
Mstep: Class 25 contains 151156 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 203484 members 
Mstep: Class 28 contains 41901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90556104.000000 Penalty: 18461.955078
Iteration 48Q: 29 clusters Score -9.05561e+07 nChanged 36740
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 188460 members 
Mstep: Class 3 contains 39507 members 
Mstep: Class 4 contains 154646 members 
Mstep: Class 5 contains 1360 members 
Mstep: Class 6 contains 19509 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 212668 members 
Mstep: Class 9 contains 212656 members 
Mstep: Class 10 contains 7711 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 117262 members 
Mstep: Class 14 contains 217176 members 
Mstep: Class 15 contains 174179 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 155498 members 
Mstep: Class 19 contains 1333 members 
Mstep: Class 20 contains 4785 members 
Mstep: Class 21 contains 4708 members 
Mstep: Class 22 contains 2383 members 
Mstep: Class 23 contains 919 members 
Mstep: Class 24 contains 1235 members 
Mstep: Class 25 contains 159149 members 
Mstep: Class 26 contains 4195 members 
Mstep: Class 27 contains 204752 members 
Mstep: Class 28 contains 42114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90562528.000000 Penalty: 18461.955078
Iteration 49Q: 29 clusters Score -9.056253e+07 nChanged 31019
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 184031 members 
Mstep: Class 3 contains 39505 members 
Mstep: Class 4 contains 156698 members 
Mstep: Class 5 contains 1360 members 
Mstep: Class 6 contains 19712 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 207338 members 
Mstep: Class 9 contains 211632 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 13353 members 
Mstep: Class 13 contains 117173 members 
Mstep: Class 14 contains 217594 members 
Mstep: Class 15 contains 172072 members 
Mstep: Class 16 contains 4116 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 159056 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 4887 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 921 members 
Mstep: Class 24 contains 1246 members 
Mstep: Class 25 contains 166475 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 205400 members 
Mstep: Class 28 contains 42213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90568136.000000 Penalty: 18461.955078
Iteration 50Q: 29 clusters Score -9.056814e+07 nChanged 28518
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 179985 members 
Mstep: Class 3 contains 39506 members 
Mstep: Class 4 contains 158866 members 
Mstep: Class 5 contains 1360 members 
Mstep: Class 6 contains 19890 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 204206 members 
Mstep: Class 9 contains 210712 members 
Mstep: Class 10 contains 7598 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 13306 members 
Mstep: Class 13 contains 117123 members 
Mstep: Class 14 contains 218062 members 
Mstep: Class 15 contains 168668 members 
Mstep: Class 16 contains 4065 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 18 contains 161415 members 
Mstep: Class 19 contains 1343 members 
Mstep: Class 20 contains 3754 members 
Mstep: Class 21 contains 5061 members 
Mstep: Class 22 contains 1332 members 
Mstep: Class 23 contains 931 members 
Mstep: Class 24 contains 1254 members 
Mstep: Class 25 contains 173856 members 
Mstep: Class 26 contains 4168 members 
Mstep: Class 27 contains 205205 members 
Mstep: Class 28 contains 42269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90573424.000000 Penalty: 18461.955078
Iteration 51Q: 29 clusters Score -9.057342e+07 nChanged 27946
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 176395 members 
Mstep: Class 3 contains 39506 members 
Mstep: Class 4 contains 161006 members 
Mstep: Class 5 contains 1359 members 
Mstep: Class 6 contains 20044 members 
Mstep: Class 7 contains 3652 members 
Mstep: Class 8 contains 202621 members 
Mstep: Class 9 contains 209692 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 13302 members 
Mstep: Class 13 contains 117171 members 
Mstep: Class 14 contains 218527 members 
Mstep: Class 15 contains 164072 members 
Mstep: Class 16 contains 4040 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 18 contains 163289 members 
Mstep: Class 19 contains 1350 members 
Mstep: Class 20 contains 3370 members 
Mstep: Class 21 contains 5200 members 
Mstep: Class 22 contains 1169 members 
Mstep: Class 23 contains 949 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 181580 members 
Mstep: Class 26 contains 4172 members 
Mstep: Class 27 contains 203999 members 
Mstep: Class 28 contains 42341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90578880.000000 Penalty: 18461.955078
Iteration 52Q: 29 clusters Score -9.057888e+07 nChanged 28937
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 173278 members 
Mstep: Class 3 contains 39494 members 
Mstep: Class 4 contains 163136 members 
Mstep: Class 5 contains 1360 members 
Mstep: Class 6 contains 20138 members 
Mstep: Class 7 contains 3657 members 
Mstep: Class 8 contains 202106 members 
Mstep: Class 9 contains 208536 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 2629 members 
Mstep: Class 12 contains 13306 members 
Mstep: Class 13 contains 117400 members 
Mstep: Class 14 contains 218947 members 
Mstep: Class 15 contains 158483 members 
Mstep: Class 16 contains 4029 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 165102 members 
Mstep: Class 19 contains 1354 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 962 members 
Mstep: Class 24 contains 1265 members 
Mstep: Class 25 contains 189615 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 201934 members 
Mstep: Class 28 contains 42348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90582680.000000 Penalty: 18461.955078
Iteration 53Q: 29 clusters Score -9.058268e+07 nChanged 31412
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 170401 members 
Mstep: Class 3 contains 39466 members 
Mstep: Class 4 contains 165571 members 
Mstep: Class 5 contains 1360 members 
Mstep: Class 6 contains 20210 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 202471 members 
Mstep: Class 9 contains 207589 members 
Mstep: Class 10 contains 7481 members 
Mstep: Class 11 contains 2619 members 
Mstep: Class 12 contains 13301 members 
Mstep: Class 13 contains 117700 members 
Mstep: Class 14 contains 219292 members 
Mstep: Class 15 contains 151195 members 
Mstep: Class 16 contains 4029 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 167480 members 
Mstep: Class 19 contains 1356 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 5441 members 
Mstep: Class 22 contains 1049 members 
Mstep: Class 23 contains 969 members 
Mstep: Class 24 contains 1268 members 
Mstep: Class 25 contains 198045 members 
Mstep: Class 26 contains 4241 members 
Mstep: Class 27 contains 198931 members 
Mstep: Class 28 contains 42336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90583784.000000 Penalty: 18461.955078
Iteration 54Q: 29 clusters Score -9.058378e+07 nChanged 33806
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 167741 members 
Mstep: Class 3 contains 39431 members 
Mstep: Class 4 contains 168730 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 3667 members 
Mstep: Class 8 contains 203136 members 
Mstep: Class 9 contains 207040 members 
Mstep: Class 10 contains 7445 members 
Mstep: Class 11 contains 2602 members 
Mstep: Class 12 contains 13308 members 
Mstep: Class 13 contains 117771 members 
Mstep: Class 14 contains 219593 members 
Mstep: Class 15 contains 142064 members 
Mstep: Class 16 contains 4029 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 170843 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 1016 members 
Mstep: Class 23 contains 985 members 
Mstep: Class 24 contains 1272 members 
Mstep: Class 25 contains 206293 members 
Mstep: Class 26 contains 4333 members 
Mstep: Class 27 contains 195540 members 
Mstep: Class 28 contains 42317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90584568.000000 Penalty: 18461.955078
Iteration 55Q: 29 clusters Score -9.058457e+07 nChanged 34171
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 165257 members 
Mstep: Class 3 contains 39424 members 
Mstep: Class 4 contains 172712 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 20345 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 203987 members 
Mstep: Class 9 contains 205678 members 
Mstep: Class 10 contains 7414 members 
Mstep: Class 11 contains 2582 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 117628 members 
Mstep: Class 14 contains 219747 members 
Mstep: Class 15 contains 133301 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 175192 members 
Mstep: Class 19 contains 1363 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 5622 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 1276 members 
Mstep: Class 25 contains 213000 members 
Mstep: Class 26 contains 4445 members 
Mstep: Class 27 contains 192260 members 
Mstep: Class 28 contains 42273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90583672.000000 Penalty: 18461.955078
Iteration 56Q: 29 clusters Score -9.058367e+07 nChanged 33750
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 162781 members 
Mstep: Class 3 contains 39416 members 
Mstep: Class 4 contains 177464 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 20419 members 
Mstep: Class 7 contains 3681 members 
Mstep: Class 8 contains 205210 members 
Mstep: Class 9 contains 203671 members 
Mstep: Class 10 contains 7388 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 13191 members 
Mstep: Class 13 contains 117247 members 
Mstep: Class 14 contains 219799 members 
Mstep: Class 15 contains 126342 members 
Mstep: Class 16 contains 4090 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 180446 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 5696 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1057 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 216447 members 
Mstep: Class 26 contains 4573 members 
Mstep: Class 27 contains 189302 members 
Mstep: Class 28 contains 42253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90582488.000000 Penalty: 18461.955078
Iteration 57Q: 29 clusters Score -9.058249e+07 nChanged 33561
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 160097 members 
Mstep: Class 3 contains 39394 members 
Mstep: Class 4 contains 183064 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 20530 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 8 contains 206365 members 
Mstep: Class 9 contains 202018 members 
Mstep: Class 10 contains 7368 members 
Mstep: Class 11 contains 2544 members 
Mstep: Class 12 contains 13115 members 
Mstep: Class 13 contains 116701 members 
Mstep: Class 14 contains 219874 members 
Mstep: Class 15 contains 121093 members 
Mstep: Class 16 contains 4121 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 186658 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 5748 members 
Mstep: Class 22 contains 926 members 
Mstep: Class 23 contains 1111 members 
Mstep: Class 24 contains 1281 members 
Mstep: Class 25 contains 216213 members 
Mstep: Class 26 contains 4715 members 
Mstep: Class 27 contains 186575 members 
Mstep: Class 28 contains 42217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90583696.000000 Penalty: 18461.955078
Iteration 58Q: 29 clusters Score -9.05837e+07 nChanged 33868
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 157244 members 
Mstep: Class 3 contains 39383 members 
Mstep: Class 4 contains 189360 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 20679 members 
Mstep: Class 7 contains 3687 members 
Mstep: Class 8 contains 207801 members 
Mstep: Class 9 contains 201161 members 
Mstep: Class 10 contains 7356 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 13003 members 
Mstep: Class 13 contains 115933 members 
Mstep: Class 14 contains 219968 members 
Mstep: Class 15 contains 116456 members 
Mstep: Class 16 contains 4148 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 193773 members 
Mstep: Class 19 contains 1371 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 5797 members 
Mstep: Class 22 contains 902 members 
Mstep: Class 23 contains 1183 members 
Mstep: Class 24 contains 1283 members 
Mstep: Class 25 contains 213162 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 183675 members 
Mstep: Class 28 contains 42206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90583672.000000 Penalty: 18461.955078
Iteration 59Q: 29 clusters Score -9.058367e+07 nChanged 35159
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 154193 members 
Mstep: Class 3 contains 39374 members 
Mstep: Class 4 contains 196079 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 20833 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 209508 members 
Mstep: Class 9 contains 201047 members 
Mstep: Class 10 contains 7346 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 12907 members 
Mstep: Class 13 contains 115103 members 
Mstep: Class 14 contains 220066 members 
Mstep: Class 15 contains 111908 members 
Mstep: Class 16 contains 4159 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 201779 members 
Mstep: Class 19 contains 1372 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 5847 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 1261 members 
Mstep: Class 24 contains 1287 members 
Mstep: Class 25 contains 208435 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 180283 members 
Mstep: Class 28 contains 42183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90589992.000000 Penalty: 18461.955078
Iteration 60F: 29 clusters Score -9.058999e+07 nChanged 50362
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 150387 members 
Mstep: Class 3 contains 39339 members 
Mstep: Class 4 contains 203341 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 8 contains 207828 members 
Mstep: Class 9 contains 201335 members 
Mstep: Class 10 contains 7335 members 
Mstep: Class 11 contains 2500 members 
Mstep: Class 12 contains 12770 members 
Mstep: Class 13 contains 114252 members 
Mstep: Class 14 contains 219998 members 
Mstep: Class 15 contains 103730 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 218612 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 5898 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1520 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 206810 members 
Mstep: Class 26 contains 5058 members 
Mstep: Class 27 contains 171698 members 
Mstep: Class 28 contains 42171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90589056.000000 Penalty: 18461.955078
Iteration 61Q: 29 clusters Score -9.058906e+07 nChanged 46882
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 146764 members 
Mstep: Class 3 contains 39336 members 
Mstep: Class 4 contains 211304 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 21122 members 
Mstep: Class 7 contains 3693 members 
Mstep: Class 8 contains 207058 members 
Mstep: Class 9 contains 202009 members 
Mstep: Class 10 contains 7325 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 12612 members 
Mstep: Class 13 contains 113428 members 
Mstep: Class 14 contains 220013 members 
Mstep: Class 15 contains 96598 members 
Mstep: Class 16 contains 4112 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 232297 members 
Mstep: Class 19 contains 1465 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 5941 members 
Mstep: Class 22 contains 1029 members 
Mstep: Class 23 contains 1795 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 202948 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 165174 members 
Mstep: Class 28 contains 42146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90579232.000000 Penalty: 18461.955078
Iteration 62Q: 29 clusters Score -9.057923e+07 nChanged 46881
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 143214 members 
Mstep: Class 3 contains 39352 members 
Mstep: Class 4 contains 219346 members 
Mstep: Class 5 contains 1359 members 
Mstep: Class 6 contains 21280 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 207033 members 
Mstep: Class 9 contains 203574 members 
Mstep: Class 10 contains 7311 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 12420 members 
Mstep: Class 13 contains 112775 members 
Mstep: Class 14 contains 220034 members 
Mstep: Class 15 contains 90196 members 
Mstep: Class 16 contains 4093 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 240240 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 5985 members 
Mstep: Class 22 contains 1100 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 199515 members 
Mstep: Class 26 contains 5260 members 
Mstep: Class 27 contains 161225 members 
Mstep: Class 28 contains 42134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90567936.000000 Penalty: 18461.955078
Iteration 63Q: 29 clusters Score -9.056794e+07 nChanged 44432
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 139735 members 
Mstep: Class 3 contains 39366 members 
Mstep: Class 4 contains 226862 members 
Mstep: Class 5 contains 1360 members 
Mstep: Class 6 contains 21489 members 
Mstep: Class 7 contains 3699 members 
Mstep: Class 8 contains 206848 members 
Mstep: Class 9 contains 205703 members 
Mstep: Class 10 contains 7301 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 12230 members 
Mstep: Class 13 contains 112191 members 
Mstep: Class 14 contains 220060 members 
Mstep: Class 15 contains 84666 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 242978 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 1763 members 
Mstep: Class 21 contains 6021 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 198154 members 
Mstep: Class 26 contains 5371 members 
Mstep: Class 27 contains 159475 members 
Mstep: Class 28 contains 42122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90559984.000000 Penalty: 18461.955078
Iteration 64Q: 29 clusters Score -9.055998e+07 nChanged 39781
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 136068 members 
Mstep: Class 3 contains 39390 members 
Mstep: Class 4 contains 232319 members 
Mstep: Class 5 contains 1359 members 
Mstep: Class 6 contains 21664 members 
Mstep: Class 7 contains 3697 members 
Mstep: Class 8 contains 206153 members 
Mstep: Class 9 contains 208465 members 
Mstep: Class 10 contains 7294 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 12009 members 
Mstep: Class 13 contains 111873 members 
Mstep: Class 14 contains 220222 members 
Mstep: Class 15 contains 80316 members 
Mstep: Class 16 contains 4054 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 243303 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 1724 members 
Mstep: Class 21 contains 6046 members 
Mstep: Class 22 contains 1188 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 198869 members 
Mstep: Class 26 contains 5492 members 
Mstep: Class 27 contains 158726 members 
Mstep: Class 28 contains 42121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90556152.000000 Penalty: 18461.955078
Iteration 65Q: 29 clusters Score -9.055615e+07 nChanged 35816
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 132119 members 
Mstep: Class 3 contains 39429 members 
Mstep: Class 4 contains 235511 members 
Mstep: Class 5 contains 1359 members 
Mstep: Class 6 contains 21799 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 205197 members 
Mstep: Class 9 contains 211878 members 
Mstep: Class 10 contains 7281 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 11757 members 
Mstep: Class 13 contains 111785 members 
Mstep: Class 14 contains 220405 members 
Mstep: Class 15 contains 77090 members 
Mstep: Class 16 contains 4009 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 243010 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 2949 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 200657 members 
Mstep: Class 26 contains 5611 members 
Mstep: Class 27 contains 158398 members 
Mstep: Class 28 contains 42174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90553640.000000 Penalty: 18461.955078
Iteration 66Q: 29 clusters Score -9.055364e+07 nChanged 32828
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 127839 members 
Mstep: Class 3 contains 39452 members 
Mstep: Class 4 contains 236487 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 21912 members 
Mstep: Class 7 contains 3699 members 
Mstep: Class 8 contains 204209 members 
Mstep: Class 9 contains 215444 members 
Mstep: Class 10 contains 7273 members 
Mstep: Class 11 contains 2399 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 111823 members 
Mstep: Class 14 contains 220579 members 
Mstep: Class 15 contains 74876 members 
Mstep: Class 16 contains 3968 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 242765 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 6090 members 
Mstep: Class 22 contains 1216 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 1290 members 
Mstep: Class 25 contains 203306 members 
Mstep: Class 26 contains 5744 members 
Mstep: Class 27 contains 158440 members 
Mstep: Class 28 contains 42296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90553424.000000 Penalty: 18461.955078
Iteration 67Q: 29 clusters Score -9.055342e+07 nChanged 29877
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 123348 members 
Mstep: Class 3 contains 39468 members 
Mstep: Class 4 contains 235790 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 21960 members 
Mstep: Class 7 contains 3705 members 
Mstep: Class 8 contains 203248 members 
Mstep: Class 9 contains 218608 members 
Mstep: Class 10 contains 7265 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 11400 members 
Mstep: Class 13 contains 111857 members 
Mstep: Class 14 contains 220688 members 
Mstep: Class 15 contains 73855 members 
Mstep: Class 16 contains 3907 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 242333 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 1596 members 
Mstep: Class 21 contains 6114 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 1290 members 
Mstep: Class 25 contains 206950 members 
Mstep: Class 26 contains 5851 members 
Mstep: Class 27 contains 158933 members 
Mstep: Class 28 contains 42429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90556024.000000 Penalty: 18461.955078
Iteration 68Q: 29 clusters Score -9.055602e+07 nChanged 28198
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 118773 members 
Mstep: Class 3 contains 39456 members 
Mstep: Class 4 contains 233931 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 21966 members 
Mstep: Class 7 contains 3707 members 
Mstep: Class 8 contains 202330 members 
Mstep: Class 9 contains 220837 members 
Mstep: Class 10 contains 7255 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 11259 members 
Mstep: Class 13 contains 111900 members 
Mstep: Class 14 contains 220733 members 
Mstep: Class 15 contains 73935 members 
Mstep: Class 16 contains 3825 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 241193 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 6132 members 
Mstep: Class 22 contains 1237 members 
Mstep: Class 23 contains 3252 members 
Mstep: Class 24 contains 1292 members 
Mstep: Class 25 contains 211798 members 
Mstep: Class 26 contains 5962 members 
Mstep: Class 27 contains 160178 members 
Mstep: Class 28 contains 42547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90561360.000000 Penalty: 18461.955078
Iteration 69Q: 29 clusters Score -9.056136e+07 nChanged 27877
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 114586 members 
Mstep: Class 3 contains 39429 members 
Mstep: Class 4 contains 231464 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 21938 members 
Mstep: Class 7 contains 3710 members 
Mstep: Class 8 contains 201389 members 
Mstep: Class 9 contains 221742 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 11134 members 
Mstep: Class 13 contains 111866 members 
Mstep: Class 14 contains 220646 members 
Mstep: Class 15 contains 75137 members 
Mstep: Class 16 contains 3773 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 239340 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 1499 members 
Mstep: Class 21 contains 6155 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 3221 members 
Mstep: Class 24 contains 1296 members 
Mstep: Class 25 contains 217833 members 
Mstep: Class 26 contains 6062 members 
Mstep: Class 27 contains 161706 members 
Mstep: Class 28 contains 42651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90567792.000000 Penalty: 18461.955078
Iteration 70Q: 29 clusters Score -9.056779e+07 nChanged 27899
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 111390 members 
Mstep: Class 3 contains 39406 members 
Mstep: Class 4 contains 228551 members 
Mstep: Class 5 contains 1351 members 
Mstep: Class 6 contains 21892 members 
Mstep: Class 7 contains 3710 members 
Mstep: Class 8 contains 200550 members 
Mstep: Class 9 contains 221404 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 2328 members 
Mstep: Class 12 contains 11001 members 
Mstep: Class 13 contains 111801 members 
Mstep: Class 14 contains 220549 members 
Mstep: Class 15 contains 77448 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 236992 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 6180 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1298 members 
Mstep: Class 25 contains 224284 members 
Mstep: Class 26 contains 6147 members 
Mstep: Class 27 contains 162919 members 
Mstep: Class 28 contains 42717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90572720.000000 Penalty: 18461.955078
Iteration 71Q: 29 clusters Score -9.057272e+07 nChanged 27774
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 109376 members 
Mstep: Class 3 contains 39390 members 
Mstep: Class 4 contains 225517 members 
Mstep: Class 5 contains 1346 members 
Mstep: Class 6 contains 21866 members 
Mstep: Class 7 contains 3711 members 
Mstep: Class 8 contains 199793 members 
Mstep: Class 9 contains 220215 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 111774 members 
Mstep: Class 14 contains 220426 members 
Mstep: Class 15 contains 80678 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 234179 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 6191 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 3088 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230577 members 
Mstep: Class 26 contains 6222 members 
Mstep: Class 27 contains 163490 members 
Mstep: Class 28 contains 42815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90574928.000000 Penalty: 18461.955078
Iteration 72Q: 29 clusters Score -9.057493e+07 nChanged 26583
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 108145 members 
Mstep: Class 3 contains 39355 members 
Mstep: Class 4 contains 222599 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 21812 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 199176 members 
Mstep: Class 9 contains 218954 members 
Mstep: Class 10 contains 7201 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 10770 members 
Mstep: Class 13 contains 111845 members 
Mstep: Class 14 contains 220300 members 
Mstep: Class 15 contains 84624 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 231916 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 1398 members 
Mstep: Class 21 contains 6195 members 
Mstep: Class 22 contains 1305 members 
Mstep: Class 23 contains 2987 members 
Mstep: Class 24 contains 1302 members 
Mstep: Class 25 contains 235227 members 
Mstep: Class 26 contains 6278 members 
Mstep: Class 27 contains 163422 members 
Mstep: Class 28 contains 42923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90577384.000000 Penalty: 18461.955078
Iteration 73Q: 29 clusters Score -9.057738e+07 nChanged 25204
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 107447 members 
Mstep: Class 3 contains 39316 members 
Mstep: Class 4 contains 219896 members 
Mstep: Class 5 contains 1343 members 
Mstep: Class 6 contains 21761 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 198779 members 
Mstep: Class 9 contains 217906 members 
Mstep: Class 10 contains 7199 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 10640 members 
Mstep: Class 13 contains 112090 members 
Mstep: Class 14 contains 220149 members 
Mstep: Class 15 contains 89232 members 
Mstep: Class 16 contains 3672 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 230528 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 6201 members 
Mstep: Class 22 contains 1327 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 1302 members 
Mstep: Class 25 contains 237495 members 
Mstep: Class 26 contains 6311 members 
Mstep: Class 27 contains 162896 members 
Mstep: Class 28 contains 43010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90578872.000000 Penalty: 18461.955078
Iteration 74Q: 29 clusters Score -9.057887e+07 nChanged 23922
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 107060 members 
Mstep: Class 3 contains 39286 members 
Mstep: Class 4 contains 217500 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 21724 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 198571 members 
Mstep: Class 9 contains 217206 members 
Mstep: Class 10 contains 7199 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 10496 members 
Mstep: Class 13 contains 112355 members 
Mstep: Class 14 contains 220023 members 
Mstep: Class 15 contains 94231 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 229971 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 6194 members 
Mstep: Class 22 contains 1341 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 1302 members 
Mstep: Class 25 contains 237490 members 
Mstep: Class 26 contains 6335 members 
Mstep: Class 27 contains 162229 members 
Mstep: Class 28 contains 43092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90580368.000000 Penalty: 18461.955078
Iteration 75Q: 29 clusters Score -9.058037e+07 nChanged 22637
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 106898 members 
Mstep: Class 3 contains 39263 members 
Mstep: Class 4 contains 215219 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 21670 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 198569 members 
Mstep: Class 9 contains 216618 members 
Mstep: Class 10 contains 7197 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 10363 members 
Mstep: Class 13 contains 112673 members 
Mstep: Class 14 contains 219897 members 
Mstep: Class 15 contains 99506 members 
Mstep: Class 16 contains 3608 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 229944 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 1344 members 
Mstep: Class 21 contains 6182 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 2792 members 
Mstep: Class 24 contains 1302 members 
Mstep: Class 25 contains 236086 members 
Mstep: Class 26 contains 6335 members 
Mstep: Class 27 contains 161467 members 
Mstep: Class 28 contains 43176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90582080.000000 Penalty: 18461.955078
Iteration 76Q: 29 clusters Score -9.058208e+07 nChanged 21264
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 106850 members 
Mstep: Class 3 contains 39248 members 
Mstep: Class 4 contains 212919 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 21640 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 198573 members 
Mstep: Class 9 contains 216078 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 10227 members 
Mstep: Class 13 contains 112984 members 
Mstep: Class 14 contains 219754 members 
Mstep: Class 15 contains 105051 members 
Mstep: Class 16 contains 3581 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 230037 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 6167 members 
Mstep: Class 22 contains 1368 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 1302 members 
Mstep: Class 25 contains 234022 members 
Mstep: Class 26 contains 6334 members 
Mstep: Class 27 contains 160842 members 
Mstep: Class 28 contains 43250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90583864.000000 Penalty: 18461.955078
Iteration 77Q: 29 clusters Score -9.058386e+07 nChanged 18874
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 106898 members 
Mstep: Class 3 contains 39254 members 
Mstep: Class 4 contains 211312 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 21588 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 198631 members 
Mstep: Class 9 contains 215436 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 10092 members 
Mstep: Class 13 contains 113135 members 
Mstep: Class 14 contains 219634 members 
Mstep: Class 15 contains 109806 members 
Mstep: Class 16 contains 3556 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 230272 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 21 contains 6162 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 232022 members 
Mstep: Class 26 contains 6331 members 
Mstep: Class 27 contains 160224 members 
Mstep: Class 28 contains 43304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90585640.000000 Penalty: 18461.955078
Iteration 78Q: 29 clusters Score -9.058564e+07 nChanged 16892
Entering ConstructFrom: 
Score: -90585640.000000 Penalty: 18461.955078
Entering ConstructFrom: 
Trying to split cluster 1 (14250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Entering Unmasked Estep 
Score: -685426.500000 Penalty: 435.185303
	Iteration 0F: 2 clusters Score -685426.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -676084.375000 Penalty: 870.370605
	Iteration 0F: 3 clusters Score -676084.4 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -681182.062500 Penalty: 870.370605
	Iteration 1F: 3 clusters Score -681182.1 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -682147.875000 Penalty: 870.370605
	Iteration 2F: 3 clusters Score -682147.9 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -682944.875000 Penalty: 870.370605
	Iteration 3F: 3 clusters Score -682944.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -683684.812500 Penalty: 870.370605
	Iteration 4F: 3 clusters Score -683684.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -684280.375000 Penalty: 870.370605
	Iteration 5F: 3 clusters Score -684280.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -684758.062500 Penalty: 870.370605
	Iteration 6F: 3 clusters Score -684758.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -685166.062500 Penalty: 870.370605
	Iteration 7Q: 3 clusters Score -685166.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -685397.000000 Penalty: 870.370605
	Iteration 8Q: 3 clusters Score -685397 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -685529.375000 Penalty: 870.370605
	Iteration 9Q: 3 clusters Score -685529.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -685641.000000 Penalty: 870.370605
	Iteration 10Q: 3 clusters Score -685641 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -685746.937500 Penalty: 870.370605
	Iteration 11Q: 3 clusters Score -685746.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -685832.562500 Penalty: 870.370605
	Iteration 12Q: 3 clusters Score -685832.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -685916.000000 Penalty: 870.370605
	Iteration 13Q: 3 clusters Score -685916 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -685992.437500 Penalty: 870.370605
	Iteration 14Q: 3 clusters Score -685992.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -686061.562500 Penalty: 870.370605
	Iteration 15Q: 3 clusters Score -686061.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -686119.812500 Penalty: 870.370605
	Iteration 16Q: 3 clusters Score -686119.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -686155.250000 Penalty: 870.370605
	Iteration 17Q: 3 clusters Score -686155.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -686180.812500 Penalty: 870.370605
	Iteration 18Q: 3 clusters Score -686180.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -686201.312500 Penalty: 870.370605
	Iteration 19Q: 3 clusters Score -686201.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -686230.250000 Penalty: 870.370605
	Iteration 20F: 3 clusters Score -686230.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -686253.000000 Penalty: 870.370605
	Iteration 21Q: 3 clusters Score -686253 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -686274.312500 Penalty: 870.370605
	Iteration 22Q: 3 clusters Score -686274.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -686295.937500 Penalty: 870.370605
	Iteration 23Q: 3 clusters Score -686295.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -686311.875000 Penalty: 870.370605
	Iteration 24Q: 3 clusters Score -686311.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -686330.312500 Penalty: 870.370605
	Iteration 25Q: 3 clusters Score -686330.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -686344.437500 Penalty: 870.370605
	Iteration 26Q: 3 clusters Score -686344.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -686365.250000 Penalty: 870.370605
	Iteration 27Q: 3 clusters Score -686365.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -686397.062500 Penalty: 870.370605
	Iteration 28Q: 3 clusters Score -686397.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -686479.375000 Penalty: 870.370605
	Iteration 29Q: 3 clusters Score -686479.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -686657.687500 Penalty: 870.370605
	Iteration 30Q: 3 clusters Score -686657.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -686839.625000 Penalty: 870.370605
	Iteration 31Q: 3 clusters Score -686839.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -686979.250000 Penalty: 870.370605
	Iteration 32Q: 3 clusters Score -686979.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -687118.750000 Penalty: 870.370605
	Iteration 33Q: 3 clusters Score -687118.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -687227.062500 Penalty: 870.370605
	Iteration 34Q: 3 clusters Score -687227.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -687301.125000 Penalty: 870.370605
	Iteration 35Q: 3 clusters Score -687301.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -687353.250000 Penalty: 870.370605
	Iteration 36Q: 3 clusters Score -687353.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -687393.937500 Penalty: 870.370605
	Iteration 37Q: 3 clusters Score -687393.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -687431.375000 Penalty: 870.370605
	Iteration 38Q: 3 clusters Score -687431.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -687461.000000 Penalty: 870.370605
	Iteration 39Q: 3 clusters Score -687461 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -687478.562500 Penalty: 870.370605
	Iteration 40F: 3 clusters Score -687478.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -687498.250000 Penalty: 870.370605
	Iteration 41Q: 3 clusters Score -687498.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -687509.125000 Penalty: 870.370605
	Iteration 42Q: 3 clusters Score -687509.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -687518.312500 Penalty: 870.370605
	Iteration 43Q: 3 clusters Score -687518.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -687526.000000 Penalty: 870.370605
	Iteration 44Q: 3 clusters Score -687526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -687529.250000 Penalty: 870.370605
	Iteration 45Q: 3 clusters Score -687529.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -687536.000000 Penalty: 870.370605
	Iteration 46Q: 3 clusters Score -687536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -687544.875000 Penalty: 870.370605
	Iteration 47Q: 3 clusters Score -687544.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -687548.687500 Penalty: 870.370605
	Iteration 48Q: 3 clusters Score -687548.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -687552.250000 Penalty: 870.370605
	Iteration 49Q: 3 clusters Score -687552.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -687558.500000 Penalty: 870.370605
	Iteration 50Q: 3 clusters Score -687558.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -687559.125000 Penalty: 870.370605
	Iteration 51Q: 3 clusters Score -687559.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -687565.437500 Penalty: 870.370605
	Iteration 52Q: 3 clusters Score -687565.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -687566.812500 Penalty: 870.370605
	Iteration 53Q: 3 clusters Score -687566.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -687569.500000 Penalty: 870.370605
	Iteration 54Q: 3 clusters Score -687569.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -687572.750000 Penalty: 870.370605
	Iteration 55Q: 3 clusters Score -687572.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -687575.625000 Penalty: 870.370605
	Iteration 56Q: 3 clusters Score -687575.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -687577.375000 Penalty: 870.370605
	Iteration 57Q: 3 clusters Score -687577.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -687578.625000 Penalty: 870.370605
	Iteration 58Q: 3 clusters Score -687578.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -687580.937500 Penalty: 870.370605
	Iteration 59Q: 3 clusters Score -687580.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -687581.750000 Penalty: 870.370605
	Iteration 60F: 3 clusters Score -687581.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -687586.562500 Penalty: 870.370605
	Iteration 61Q: 3 clusters Score -687586.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -687591.625000 Penalty: 870.370605
	Iteration 62Q: 3 clusters Score -687591.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -687594.000000 Penalty: 870.370605
	Iteration 63Q: 3 clusters Score -687594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -687600.937500 Penalty: 870.370605
	Iteration 64Q: 3 clusters Score -687600.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -687604.812500 Penalty: 870.370605
	Iteration 65Q: 3 clusters Score -687604.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -687612.250000 Penalty: 870.370605
	Iteration 66Q: 3 clusters Score -687612.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -687617.250000 Penalty: 870.370605
	Iteration 67Q: 3 clusters Score -687617.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -687627.812500 Penalty: 870.370605
	Iteration 68Q: 3 clusters Score -687627.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -687635.062500 Penalty: 870.370605
	Iteration 69Q: 3 clusters Score -687635.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -687641.000000 Penalty: 870.370605
	Iteration 70Q: 3 clusters Score -687641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -687648.187500 Penalty: 870.370605
	Iteration 71Q: 3 clusters Score -687648.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -687659.687500 Penalty: 870.370605
	Iteration 72Q: 3 clusters Score -687659.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -687660.812500 Penalty: 870.370605
	Iteration 73Q: 3 clusters Score -687660.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -687663.062500 Penalty: 870.370605
	Iteration 74Q: 3 clusters Score -687663.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -687670.062500 Penalty: 870.370605
	Iteration 75Q: 3 clusters Score -687670.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -687678.500000 Penalty: 870.370605
	Iteration 76Q: 3 clusters Score -687678.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -687686.125000 Penalty: 870.370605
	Iteration 77Q: 3 clusters Score -687686.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -687694.750000 Penalty: 870.370605
	Iteration 78Q: 3 clusters Score -687694.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -687704.625000 Penalty: 870.370605
	Iteration 79Q: 3 clusters Score -687704.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -687713.687500 Penalty: 870.370605
	Iteration 80F: 3 clusters Score -687713.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -687734.687500 Penalty: 870.370605
	Iteration 81Q: 3 clusters Score -687734.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -687755.937500 Penalty: 870.370605
	Iteration 82Q: 3 clusters Score -687755.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -687772.812500 Penalty: 870.370605
	Iteration 83Q: 3 clusters Score -687772.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -687790.812500 Penalty: 870.370605
	Iteration 84Q: 3 clusters Score -687790.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -687805.937500 Penalty: 870.370605
	Iteration 85Q: 3 clusters Score -687805.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -687819.687500 Penalty: 870.370605
	Iteration 86Q: 3 clusters Score -687819.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -687830.625000 Penalty: 870.370605
	Iteration 87Q: 3 clusters Score -687830.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -687841.812500 Penalty: 870.370605
	Iteration 88Q: 3 clusters Score -687841.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -687847.187500 Penalty: 870.370605
	Iteration 89Q: 3 clusters Score -687847.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -687854.812500 Penalty: 870.370605
	Iteration 90Q: 3 clusters Score -687854.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -687857.312500 Penalty: 870.370605
	Iteration 91Q: 3 clusters Score -687857.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -687863.375000 Penalty: 870.370605
	Iteration 92Q: 3 clusters Score -687863.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -687863.687500 Penalty: 870.370605
	Iteration 93Q: 3 clusters Score -687863.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -687867.125000 Penalty: 870.370605
	Iteration 94Q: 3 clusters Score -687867.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -687869.187500 Penalty: 870.370605
	Iteration 95Q: 3 clusters Score -687869.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -687870.250000 Penalty: 870.370605
	Iteration 96Q: 3 clusters Score -687870.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -687872.687500 Penalty: 870.370605
	Iteration 97Q: 3 clusters Score -687872.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -687873.312500 Penalty: 870.370605
	Iteration 98Q: 3 clusters Score -687873.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -687880.062500 Penalty: 870.370605
	Iteration 99Q: 3 clusters Score -687880.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -687883.062500 Penalty: 870.370605
	Iteration 100F: 3 clusters Score -687883.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -687889.500000 Penalty: 870.370605
	Iteration 101Q: 3 clusters Score -687889.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -687889.312500 Penalty: 870.370605
	Iteration 102Q: 3 clusters Score -687889.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -687889.812500 Penalty: 870.370605
	Iteration 103Q: 3 clusters Score -687889.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -687892.562500 Penalty: 870.370605
	Iteration 104Q: 3 clusters Score -687892.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -687895.750000 Penalty: 870.370605
	Iteration 105Q: 3 clusters Score -687895.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -687900.437500 Penalty: 870.370605
	Iteration 106Q: 3 clusters Score -687900.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -687904.562500 Penalty: 870.370605
	Iteration 107Q: 3 clusters Score -687904.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -687907.500000 Penalty: 870.370605
	Iteration 108Q: 3 clusters Score -687907.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -687910.687500 Penalty: 870.370605
	Iteration 109Q: 3 clusters Score -687910.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -687918.375000 Penalty: 870.370605
	Iteration 110Q: 3 clusters Score -687918.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -687922.000000 Penalty: 870.370605
	Iteration 111Q: 3 clusters Score -687922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -687925.625000 Penalty: 870.370605
	Iteration 112Q: 3 clusters Score -687925.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -687930.750000 Penalty: 870.370605
	Iteration 113Q: 3 clusters Score -687930.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -687935.000000 Penalty: 870.370605
	Iteration 114Q: 3 clusters Score -687935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -687935.687500 Penalty: 870.370605
	Iteration 115Q: 3 clusters Score -687935.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -687938.375000 Penalty: 870.370605
	Iteration 116Q: 3 clusters Score -687938.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -687942.687500 Penalty: 870.370605
	Iteration 117Q: 3 clusters Score -687942.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -687945.187500 Penalty: 870.370605
	Iteration 118Q: 3 clusters Score -687945.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -687948.750000 Penalty: 870.370605
	Iteration 119Q: 3 clusters Score -687948.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -687950.000000 Penalty: 870.370605
	Iteration 120F: 3 clusters Score -687950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -687952.312500 Penalty: 870.370605
	Iteration 121Q: 3 clusters Score -687952.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -687954.750000 Penalty: 870.370605
	Iteration 122Q: 3 clusters Score -687954.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -687956.187500 Penalty: 870.370605
	Iteration 123Q: 3 clusters Score -687956.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -687955.562500 Penalty: 870.370605
	Iteration 124Q: 3 clusters Score -687955.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -687955.812500 Penalty: 870.370605
	Iteration 125Q: 3 clusters Score -687955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -687958.062500 Penalty: 870.370605
	Iteration 126Q: 3 clusters Score -687958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -687957.125000 Penalty: 870.370605
	Iteration 127Q: 3 clusters Score -687957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -687957.250000 Penalty: 870.370605
	Iteration 128Q: 3 clusters Score -687957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -687957.625000 Penalty: 870.370605
	Iteration 129Q: 3 clusters Score -687957.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -687958.250000 Penalty: 870.370605
	Iteration 130Q: 3 clusters Score -687958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -687955.875000 Penalty: 870.370605
	Iteration 131Q: 3 clusters Score -687955.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -687957.375000 Penalty: 870.370605
	Iteration 132Q: 3 clusters Score -687957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -687959.937500 Penalty: 870.370605
	Iteration 133Q: 3 clusters Score -687959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -687960.062500 Penalty: 870.370605
	Iteration 134Q: 3 clusters Score -687960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -687958.437500 Penalty: 870.370605
	Iteration 135Q: 3 clusters Score -687958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -687959.187500 Penalty: 870.370605
	Iteration 136Q: 3 clusters Score -687959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -687957.625000 Penalty: 870.370605
	Iteration 137Q: 3 clusters Score -687957.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -687958.375000 Penalty: 870.370605
	Iteration 138Q: 3 clusters Score -687958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -687960.437500 Penalty: 870.370605
	Iteration 139Q: 3 clusters Score -687960.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -687959.812500 Penalty: 870.370605
	Iteration 140F: 3 clusters Score -687959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -687963.687500 Penalty: 870.370605
	Iteration 141Q: 3 clusters Score -687963.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -687961.937500 Penalty: 870.370605
	Iteration 142Q: 3 clusters Score -687961.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -687961.687500 Penalty: 870.370605
	Iteration 143Q: 3 clusters Score -687961.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -687966.187500 Penalty: 870.370605
	Iteration 144Q: 3 clusters Score -687966.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -687963.812500 Penalty: 870.370605
	Iteration 145Q: 3 clusters Score -687963.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -687963.562500 Penalty: 870.370605
	Iteration 146Q: 3 clusters Score -687963.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -687966.500000 Penalty: 870.370605
	Iteration 147Q: 3 clusters Score -687966.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -687966.562500 Penalty: 870.370605
	Iteration 148Q: 3 clusters Score -687966.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -687969.812500 Penalty: 870.370605
	Iteration 149Q: 3 clusters Score -687969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -687970.062500 Penalty: 870.370605
	Iteration 150Q: 3 clusters Score -687970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -687969.250000 Penalty: 870.370605
	Iteration 151Q: 3 clusters Score -687969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -687970.250000 Penalty: 870.370605
	Iteration 152Q: 3 clusters Score -687970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -687970.750000 Penalty: 870.370605
	Iteration 153Q: 3 clusters Score -687970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -687970.437500 Penalty: 870.370605
	Iteration 154Q: 3 clusters Score -687970.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -687970.625000 Penalty: 870.370605
	Iteration 155Q: 3 clusters Score -687970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -687970.562500 Penalty: 870.370605
	Iteration 156Q: 3 clusters Score -687970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -687971.375000 Penalty: 870.370605
	Iteration 157Q: 3 clusters Score -687971.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -687969.437500 Penalty: 870.370605
	Iteration 158Q: 3 clusters Score -687969.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -687974.750000 Penalty: 870.370605
	Iteration 159Q: 3 clusters Score -687974.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -687971.875000 Penalty: 870.370605
	Iteration 160F: 3 clusters Score -687971.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -687972.750000 Penalty: 870.370605
	Iteration 161Q: 3 clusters Score -687972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -687973.250000 Penalty: 870.370605
	Iteration 162Q: 3 clusters Score -687973.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -687973.625000 Penalty: 870.370605
	Iteration 163Q: 3 clusters Score -687973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -687973.062500 Penalty: 870.370605
	Iteration 164Q: 3 clusters Score -687973.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -687974.000000 Penalty: 870.370605
	Iteration 165Q: 3 clusters Score -687974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -687974.687500 Penalty: 870.370605
	Iteration 166Q: 3 clusters Score -687974.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -687974.750000 Penalty: 870.370605
	Iteration 167Q: 3 clusters Score -687974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -687975.812500 Penalty: 870.370605
	Iteration 168Q: 3 clusters Score -687975.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -687974.812500 Penalty: 870.370605
	Iteration 169Q: 3 clusters Score -687974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -687976.437500 Penalty: 870.370605
	Iteration 170Q: 3 clusters Score -687976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -687977.375000 Penalty: 870.370605
	Iteration 171Q: 3 clusters Score -687977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -687976.312500 Penalty: 870.370605
	Iteration 172Q: 3 clusters Score -687976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -687974.625000 Penalty: 870.370605
	Iteration 173Q: 3 clusters Score -687974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -687973.062500 Penalty: 870.370605
	Iteration 174Q: 3 clusters Score -687973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -687976.625000 Penalty: 870.370605
	Iteration 175Q: 3 clusters Score -687976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -687977.375000 Penalty: 870.370605
	Iteration 176Q: 3 clusters Score -687977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -687975.437500 Penalty: 870.370605
	Iteration 177Q: 3 clusters Score -687975.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -687977.312500 Penalty: 870.370605
	Iteration 178Q: 3 clusters Score -687977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -687977.562500 Penalty: 870.370605
	Iteration 179Q: 3 clusters Score -687977.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -687976.250000 Penalty: 870.370605
	Iteration 180F: 3 clusters Score -687976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -687976.625000 Penalty: 870.370605
	Iteration 181Q: 3 clusters Score -687976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -687971.500000 Penalty: 870.370605
	Iteration 182Q: 3 clusters Score -687971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -687975.500000 Penalty: 870.370605
	Iteration 183Q: 3 clusters Score -687975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -687974.562500 Penalty: 870.370605
	Iteration 184Q: 3 clusters Score -687974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -687976.875000 Penalty: 870.370605
	Iteration 185Q: 3 clusters Score -687976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -687978.000000 Penalty: 870.370605
	Iteration 186Q: 3 clusters Score -687978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -687977.375000 Penalty: 870.370605
	Iteration 187Q: 3 clusters Score -687977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -687976.750000 Penalty: 870.370605
	Iteration 188Q: 3 clusters Score -687976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -687974.937500 Penalty: 870.370605
	Iteration 189Q: 3 clusters Score -687974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -687974.937500 Penalty: 870.370605
	Iteration 190F: 3 clusters Score -687974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 210416 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 113202 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 230403 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 159705 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 11206 members 
Entering Unmasked Estep 
Score: -90584128.000000 Penalty: 19121.310547
Splitting cluster 1 changes total score from -90585640.000000 to -90584128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (106977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106977 members 
Entering Unmasked Estep 
Score: -5121674.000000 Penalty: 526.906799
	Iteration 0F: 2 clusters Score -5121674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -5049146.500000 Penalty: 1053.813599
	Iteration 0F: 3 clusters Score -5049146 nChanged 52262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -5083122.500000 Penalty: 1053.813599
	Iteration 1F: 3 clusters Score -5083122 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -5086243.000000 Penalty: 1053.813599
	Iteration 2F: 3 clusters Score -5086243 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -5090583.000000 Penalty: 1053.813599
	Iteration 3F: 3 clusters Score -5090583 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 77381 members 
Entering Unmasked Estep 
Score: -5096635.500000 Penalty: 1053.813599
	Iteration 4F: 3 clusters Score -5096636 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
Score: -5103722.500000 Penalty: 1053.813599
	Iteration 5F: 3 clusters Score -5103722 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -5110540.000000 Penalty: 1053.813599
	Iteration 6F: 3 clusters Score -5110540 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -5115457.500000 Penalty: 1053.813599
	Iteration 7Q: 3 clusters Score -5115458 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -5118113.000000 Penalty: 1053.813599
	Iteration 8Q: 3 clusters Score -5118113 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -5119209.000000 Penalty: 1053.813599
	Iteration 9Q: 3 clusters Score -5119209 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -5119762.500000 Penalty: 1053.813599
	Iteration 10Q: 3 clusters Score -5119762 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -5120174.500000 Penalty: 1053.813599
	Iteration 11Q: 3 clusters Score -5120174 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 102615 members 
Entering Unmasked Estep 
Score: -5120579.500000 Penalty: 1053.813599
	Iteration 12Q: 3 clusters Score -5120580 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -5120837.000000 Penalty: 1053.813599
	Iteration 13Q: 3 clusters Score -5120837 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -5121063.000000 Penalty: 1053.813599
	Iteration 14Q: 3 clusters Score -5121063 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 104168 members 
Entering Unmasked Estep 
Score: -5121228.000000 Penalty: 1053.813599
	Iteration 15Q: 3 clusters Score -5121228 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 104493 members 
Entering Unmasked Estep 
Score: -5121348.000000 Penalty: 1053.813599
	Iteration 16Q: 3 clusters Score -5121348 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 104771 members 
Entering Unmasked Estep 
Score: -5121436.000000 Penalty: 1053.813599
	Iteration 17Q: 3 clusters Score -5121436 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -5121503.000000 Penalty: 1053.813599
	Iteration 18Q: 3 clusters Score -5121503 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 105144 members 
Entering Unmasked Estep 
Score: -5121534.500000 Penalty: 1053.813599
	Iteration 19Q: 3 clusters Score -5121534 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -5121563.500000 Penalty: 1053.813599
	Iteration 20F: 3 clusters Score -5121564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 105361 members 
Entering Unmasked Estep 
Score: -5121605.500000 Penalty: 1053.813599
	Iteration 21Q: 3 clusters Score -5121606 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 105434 members 
Entering Unmasked Estep 
Score: -5121629.500000 Penalty: 1053.813599
	Iteration 22Q: 3 clusters Score -5121630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 105499 members 
Entering Unmasked Estep 
Score: -5121656.000000 Penalty: 1053.813599
	Iteration 23Q: 3 clusters Score -5121656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -5121675.000000 Penalty: 1053.813599
	Iteration 24Q: 3 clusters Score -5121675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 105605 members 
Entering Unmasked Estep 
Score: -5121670.000000 Penalty: 1053.813599
	Iteration 25Q: 3 clusters Score -5121670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 105654 members 
Entering Unmasked Estep 
Score: -5121681.000000 Penalty: 1053.813599
	Iteration 26Q: 3 clusters Score -5121681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 105691 members 
Entering Unmasked Estep 
Score: -5121668.500000 Penalty: 1053.813599
	Iteration 27Q: 3 clusters Score -5121668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 105724 members 
Entering Unmasked Estep 
Score: -5121681.500000 Penalty: 1053.813599
	Iteration 28Q: 3 clusters Score -5121682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -5121680.500000 Penalty: 1053.813599
	Iteration 29Q: 3 clusters Score -5121680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -5121691.000000 Penalty: 1053.813599
	Iteration 30Q: 3 clusters Score -5121691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -5121685.000000 Penalty: 1053.813599
	Iteration 31Q: 3 clusters Score -5121685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 105797 members 
Entering Unmasked Estep 
Score: -5121689.000000 Penalty: 1053.813599
	Iteration 32Q: 3 clusters Score -5121689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -5121690.500000 Penalty: 1053.813599
	Iteration 33Q: 3 clusters Score -5121690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -5121693.500000 Penalty: 1053.813599
	Iteration 34Q: 3 clusters Score -5121694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 105819 members 
Entering Unmasked Estep 
Score: -5121696.000000 Penalty: 1053.813599
	Iteration 35Q: 3 clusters Score -5121696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 105825 members 
Entering Unmasked Estep 
Score: -5121701.500000 Penalty: 1053.813599
	Iteration 36Q: 3 clusters Score -5121702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -5121697.500000 Penalty: 1053.813599
	Iteration 37Q: 3 clusters Score -5121698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 105832 members 
Entering Unmasked Estep 
Score: -5121698.500000 Penalty: 1053.813599
	Iteration 38Q: 3 clusters Score -5121698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 105834 members 
Entering Unmasked Estep 
Score: -5121699.000000 Penalty: 1053.813599
	Iteration 39Q: 3 clusters Score -5121699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 105835 members 
Entering Unmasked Estep 
Score: -5121700.000000 Penalty: 1053.813599
	Iteration 40F: 3 clusters Score -5121700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 105837 members 
Entering Unmasked Estep 
Score: -5121698.000000 Penalty: 1053.813599
	Iteration 41Q: 3 clusters Score -5121698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -5121697.000000 Penalty: 1053.813599
	Iteration 42Q: 3 clusters Score -5121697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -5121697.000000 Penalty: 1053.813599
	Iteration 43F: 3 clusters Score -5121697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 210416 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 113202 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 230403 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 159705 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 105838 members 
Entering Unmasked Estep 
Score: -90584704.000000 Penalty: 19121.310547
Splitting cluster 2 changes total score from -90585640.000000 to -90584704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (39241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Entering Unmasked Estep 
Score: -1838813.250000 Penalty: 481.275238
	Iteration 0F: 2 clusters Score -1838813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -1812578.625000 Penalty: 962.550476
	Iteration 0F: 3 clusters Score -1812579 nChanged 18910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1825908.625000 Penalty: 962.550476
	Iteration 1F: 3 clusters Score -1825909 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1827983.750000 Penalty: 962.550476
	Iteration 2F: 3 clusters Score -1827984 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1830303.500000 Penalty: 962.550476
	Iteration 3F: 3 clusters Score -1830304 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1832631.750000 Penalty: 962.550476
	Iteration 4F: 3 clusters Score -1832632 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1834709.750000 Penalty: 962.550476
	Iteration 5F: 3 clusters Score -1834710 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1836337.250000 Penalty: 962.550476
	Iteration 6Q: 3 clusters Score -1836337 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1837468.250000 Penalty: 962.550476
	Iteration 7Q: 3 clusters Score -1837468 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1838241.125000 Penalty: 962.550476
	Iteration 8Q: 3 clusters Score -1838241 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1838690.375000 Penalty: 962.550476
	Iteration 9Q: 3 clusters Score -1838690 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1838912.250000 Penalty: 962.550476
	Iteration 10Q: 3 clusters Score -1838912 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1838993.375000 Penalty: 962.550476
	Iteration 11Q: 3 clusters Score -1838993 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1839045.500000 Penalty: 962.550476
	Iteration 12Q: 3 clusters Score -1839046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1839072.125000 Penalty: 962.550476
	Iteration 13Q: 3 clusters Score -1839072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1839077.375000 Penalty: 962.550476
	Iteration 14Q: 3 clusters Score -1839077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1839079.000000 Penalty: 962.550476
	Iteration 15Q: 3 clusters Score -1839079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1839081.125000 Penalty: 962.550476
	Iteration 16Q: 3 clusters Score -1839081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1839081.250000 Penalty: 962.550476
	Iteration 17Q: 3 clusters Score -1839081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1839082.875000 Penalty: 962.550476
	Iteration 18Q: 3 clusters Score -1839083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1839084.125000 Penalty: 962.550476
	Iteration 19Q: 3 clusters Score -1839084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1839086.625000 Penalty: 962.550476
	Iteration 20F: 3 clusters Score -1839087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1839086.625000 Penalty: 962.550476
	Iteration 21Q: 3 clusters Score -1839087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1839084.625000 Penalty: 962.550476
	Iteration 22Q: 3 clusters Score -1839085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1839083.625000 Penalty: 962.550476
	Iteration 23Q: 3 clusters Score -1839084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1839084.625000 Penalty: 962.550476
	Iteration 24Q: 3 clusters Score -1839085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1839085.125000 Penalty: 962.550476
	Iteration 25Q: 3 clusters Score -1839085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1839085.125000 Penalty: 962.550476
	Iteration 26Q: 3 clusters Score -1839085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1839085.125000 Penalty: 962.550476
	Iteration 27F: 3 clusters Score -1839085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 38005 members 
Mstep: Class 4 contains 210416 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 113202 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 230403 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 159705 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 1236 members 
Entering Unmasked Estep 
Score: -90584624.000000 Penalty: 19121.310547
Splitting cluster 3 changes total score from -90585640.000000 to -90584624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (210416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210416 members 
Entering Unmasked Estep 
Score: -10232457.000000 Penalty: 557.686279
	Iteration 0F: 2 clusters Score -1.023246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 105309 members 
Entering Unmasked Estep 
Score: -10095188.000000 Penalty: 1115.372559
	Iteration 0F: 3 clusters Score -1.009519e+07 nChanged 103545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Mstep: Class 2 contains 115508 members 
Entering Unmasked Estep 
Score: -10160648.000000 Penalty: 1115.372559
	Iteration 1F: 3 clusters Score -1.016065e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -10164308.000000 Penalty: 1115.372559
	Iteration 2Q: 3 clusters Score -1.016431e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 124324 members 
Entering Unmasked Estep 
Score: -10170134.000000 Penalty: 1115.372559
	Iteration 3F: 3 clusters Score -1.017013e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 128657 members 
Entering Unmasked Estep 
Score: -10179496.000000 Penalty: 1115.372559
	Iteration 4F: 3 clusters Score -1.01795e+07 nChanged 14218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 131161 members 
Entering Unmasked Estep 
Score: -10192571.000000 Penalty: 1115.372559
	Iteration 5F: 3 clusters Score -1.019257e+07 nChanged 15040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 130685 members 
Entering Unmasked Estep 
Score: -10203244.000000 Penalty: 1115.372559
	Iteration 6F: 3 clusters Score -1.020324e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81150 members 
Mstep: Class 2 contains 129266 members 
Entering Unmasked Estep 
Score: -10207641.000000 Penalty: 1115.372559
	Iteration 7F: 3 clusters Score -1.020764e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 127872 members 
Entering Unmasked Estep 
Score: -10209077.000000 Penalty: 1115.372559
	Iteration 8Q: 3 clusters Score -1.020908e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 126347 members 
Entering Unmasked Estep 
Score: -10209792.000000 Penalty: 1115.372559
	Iteration 9Q: 3 clusters Score -1.020979e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 124673 members 
Entering Unmasked Estep 
Score: -10210322.000000 Penalty: 1115.372559
	Iteration 10Q: 3 clusters Score -1.021032e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 122789 members 
Entering Unmasked Estep 
Score: -10210957.000000 Penalty: 1115.372559
	Iteration 11Q: 3 clusters Score -1.021096e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 120680 members 
Entering Unmasked Estep 
Score: -10211584.000000 Penalty: 1115.372559
	Iteration 12Q: 3 clusters Score -1.021158e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91941 members 
Mstep: Class 2 contains 118475 members 
Entering Unmasked Estep 
Score: -10212237.000000 Penalty: 1115.372559
	Iteration 13Q: 3 clusters Score -1.021224e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 116078 members 
Entering Unmasked Estep 
Score: -10213152.000000 Penalty: 1115.372559
	Iteration 14Q: 3 clusters Score -1.021315e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 113489 members 
Entering Unmasked Estep 
Score: -10214156.000000 Penalty: 1115.372559
	Iteration 15Q: 3 clusters Score -1.021416e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 110756 members 
Entering Unmasked Estep 
Score: -10215331.000000 Penalty: 1115.372559
	Iteration 16Q: 3 clusters Score -1.021533e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102547 members 
Mstep: Class 2 contains 107869 members 
Entering Unmasked Estep 
Score: -10216728.000000 Penalty: 1115.372559
	Iteration 17Q: 3 clusters Score -1.021673e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -10218311.000000 Penalty: 1115.372559
	Iteration 18Q: 3 clusters Score -1.021831e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 101620 members 
Entering Unmasked Estep 
Score: -10220087.000000 Penalty: 1115.372559
	Iteration 19Q: 3 clusters Score -1.022009e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 98847 members 
Entering Unmasked Estep 
Score: -10221465.000000 Penalty: 1115.372559
	Iteration 20F: 3 clusters Score -1.022146e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114226 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -10222766.000000 Penalty: 1115.372559
	Iteration 21Q: 3 clusters Score -1.022277e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116954 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -10223725.000000 Penalty: 1115.372559
	Iteration 22Q: 3 clusters Score -1.022372e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119706 members 
Mstep: Class 2 contains 90710 members 
Entering Unmasked Estep 
Score: -10224429.000000 Penalty: 1115.372559
	Iteration 23Q: 3 clusters Score -1.022443e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122524 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -10225204.000000 Penalty: 1115.372559
	Iteration 24Q: 3 clusters Score -1.02252e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125566 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -10225911.000000 Penalty: 1115.372559
	Iteration 25Q: 3 clusters Score -1.022591e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128595 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -10226488.000000 Penalty: 1115.372559
	Iteration 26Q: 3 clusters Score -1.022649e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131674 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -10227065.000000 Penalty: 1115.372559
	Iteration 27Q: 3 clusters Score -1.022706e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134802 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -10227600.000000 Penalty: 1115.372559
	Iteration 28Q: 3 clusters Score -1.02276e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137959 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -10228165.000000 Penalty: 1115.372559
	Iteration 29Q: 3 clusters Score -1.022816e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141182 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -10228728.000000 Penalty: 1115.372559
	Iteration 30Q: 3 clusters Score -1.022873e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -10229231.000000 Penalty: 1115.372559
	Iteration 31Q: 3 clusters Score -1.022923e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147469 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -10229631.000000 Penalty: 1115.372559
	Iteration 32Q: 3 clusters Score -1.022963e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150582 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -10230050.000000 Penalty: 1115.372559
	Iteration 33Q: 3 clusters Score -1.023005e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153777 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -10230476.000000 Penalty: 1115.372559
	Iteration 34Q: 3 clusters Score -1.023048e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156819 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -10230966.000000 Penalty: 1115.372559
	Iteration 35Q: 3 clusters Score -1.023097e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159762 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -10231380.000000 Penalty: 1115.372559
	Iteration 36Q: 3 clusters Score -1.023138e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162620 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -10231852.000000 Penalty: 1115.372559
	Iteration 37Q: 3 clusters Score -1.023185e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165232 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -10232126.000000 Penalty: 1115.372559
	Iteration 38Q: 3 clusters Score -1.023213e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167530 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -10232488.000000 Penalty: 1115.372559
	Iteration 39Q: 3 clusters Score -1.023249e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169526 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -10233144.000000 Penalty: 1115.372559
	Iteration 40F: 3 clusters Score -1.023314e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172133 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -10233549.000000 Penalty: 1115.372559
	Iteration 41Q: 3 clusters Score -1.023355e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174564 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -10233956.000000 Penalty: 1115.372559
	Iteration 42Q: 3 clusters Score -1.023396e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176807 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -10234291.000000 Penalty: 1115.372559
	Iteration 43Q: 3 clusters Score -1.023429e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178987 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -10234648.000000 Penalty: 1115.372559
	Iteration 44Q: 3 clusters Score -1.023465e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181019 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -10234995.000000 Penalty: 1115.372559
	Iteration 45Q: 3 clusters Score -1.0235e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182856 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -10235190.000000 Penalty: 1115.372559
	Iteration 46Q: 3 clusters Score -1.023519e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184524 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -10235456.000000 Penalty: 1115.372559
	Iteration 47Q: 3 clusters Score -1.023546e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186070 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -10235534.000000 Penalty: 1115.372559
	Iteration 48Q: 3 clusters Score -1.023553e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187510 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -10235734.000000 Penalty: 1115.372559
	Iteration 49Q: 3 clusters Score -1.023573e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188905 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -10235922.000000 Penalty: 1115.372559
	Iteration 50Q: 3 clusters Score -1.023592e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190276 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -10236075.000000 Penalty: 1115.372559
	Iteration 51Q: 3 clusters Score -1.023608e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191517 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -10236216.000000 Penalty: 1115.372559
	Iteration 52Q: 3 clusters Score -1.023622e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192677 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -10236311.000000 Penalty: 1115.372559
	Iteration 53Q: 3 clusters Score -1.023631e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193749 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -10236407.000000 Penalty: 1115.372559
	Iteration 54Q: 3 clusters Score -1.023641e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194747 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -10236515.000000 Penalty: 1115.372559
	Iteration 55Q: 3 clusters Score -1.023652e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195643 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -10236657.000000 Penalty: 1115.372559
	Iteration 56Q: 3 clusters Score -1.023666e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196457 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -10236729.000000 Penalty: 1115.372559
	Iteration 57Q: 3 clusters Score -1.023673e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197245 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -10236779.000000 Penalty: 1115.372559
	Iteration 58Q: 3 clusters Score -1.023678e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197955 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -10236874.000000 Penalty: 1115.372559
	Iteration 59Q: 3 clusters Score -1.023687e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198643 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -10236907.000000 Penalty: 1115.372559
	Iteration 60F: 3 clusters Score -1.023691e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199294 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -10236963.000000 Penalty: 1115.372559
	Iteration 61Q: 3 clusters Score -1.023696e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199821 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -10236946.000000 Penalty: 1115.372559
	Iteration 62Q: 3 clusters Score -1.023695e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200314 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -10236967.000000 Penalty: 1115.372559
	Iteration 63Q: 3 clusters Score -1.023697e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200754 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -10236991.000000 Penalty: 1115.372559
	Iteration 64Q: 3 clusters Score -1.023699e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201164 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -10236929.000000 Penalty: 1115.372559
	Iteration 65Q: 3 clusters Score -1.023693e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201565 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -10236873.000000 Penalty: 1115.372559
	Iteration 66Q: 3 clusters Score -1.023687e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201921 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -10236742.000000 Penalty: 1115.372559
	Iteration 67Q: 3 clusters Score -1.023674e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202268 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -10236636.000000 Penalty: 1115.372559
	Iteration 68Q: 3 clusters Score -1.023664e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202600 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -10236554.000000 Penalty: 1115.372559
	Iteration 69Q: 3 clusters Score -1.023655e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202896 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -10236469.000000 Penalty: 1115.372559
	Iteration 70Q: 3 clusters Score -1.023647e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203198 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -10236460.000000 Penalty: 1115.372559
	Iteration 71Q: 3 clusters Score -1.023646e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203486 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -10236399.000000 Penalty: 1115.372559
	Iteration 72Q: 3 clusters Score -1.02364e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203755 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -10236329.000000 Penalty: 1115.372559
	Iteration 73Q: 3 clusters Score -1.023633e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204029 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -10236227.000000 Penalty: 1115.372559
	Iteration 74Q: 3 clusters Score -1.023623e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204277 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -10236198.000000 Penalty: 1115.372559
	Iteration 75Q: 3 clusters Score -1.02362e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204510 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -10236138.000000 Penalty: 1115.372559
	Iteration 76Q: 3 clusters Score -1.023614e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204730 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -10236087.000000 Penalty: 1115.372559
	Iteration 77Q: 3 clusters Score -1.023609e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204937 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -10235991.000000 Penalty: 1115.372559
	Iteration 78Q: 3 clusters Score -1.023599e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205121 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -10235893.000000 Penalty: 1115.372559
	Iteration 79Q: 3 clusters Score -1.023589e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205285 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -10235799.000000 Penalty: 1115.372559
	Iteration 80F: 3 clusters Score -1.02358e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205438 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -10235769.000000 Penalty: 1115.372559
	Iteration 81Q: 3 clusters Score -1.023577e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205584 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -10235681.000000 Penalty: 1115.372559
	Iteration 82Q: 3 clusters Score -1.023568e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205728 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -10235623.000000 Penalty: 1115.372559
	Iteration 83Q: 3 clusters Score -1.023562e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205843 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -10235571.000000 Penalty: 1115.372559
	Iteration 84Q: 3 clusters Score -1.023557e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205949 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -10235569.000000 Penalty: 1115.372559
	Iteration 85Q: 3 clusters Score -1.023557e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206046 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -10235513.000000 Penalty: 1115.372559
	Iteration 86Q: 3 clusters Score -1.023551e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206148 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -10235449.000000 Penalty: 1115.372559
	Iteration 87Q: 3 clusters Score -1.023545e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206247 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10235395.000000 Penalty: 1115.372559
	Iteration 88Q: 3 clusters Score -1.02354e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206332 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -10235371.000000 Penalty: 1115.372559
	Iteration 89Q: 3 clusters Score -1.023537e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206420 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -10235325.000000 Penalty: 1115.372559
	Iteration 90Q: 3 clusters Score -1.023532e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206490 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -10235294.000000 Penalty: 1115.372559
	Iteration 91Q: 3 clusters Score -1.023529e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206554 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -10235269.000000 Penalty: 1115.372559
	Iteration 92Q: 3 clusters Score -1.023527e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206609 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -10235261.000000 Penalty: 1115.372559
	Iteration 93Q: 3 clusters Score -1.023526e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206668 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -10235228.000000 Penalty: 1115.372559
	Iteration 94Q: 3 clusters Score -1.023523e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206734 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -10235193.000000 Penalty: 1115.372559
	Iteration 95Q: 3 clusters Score -1.023519e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206801 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -10235152.000000 Penalty: 1115.372559
	Iteration 96Q: 3 clusters Score -1.023515e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206850 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -10235128.000000 Penalty: 1115.372559
	Iteration 97Q: 3 clusters Score -1.023513e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206885 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -10235108.000000 Penalty: 1115.372559
	Iteration 98Q: 3 clusters Score -1.023511e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206917 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -10235095.000000 Penalty: 1115.372559
	Iteration 99Q: 3 clusters Score -1.02351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206944 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -10235075.000000 Penalty: 1115.372559
	Iteration 100F: 3 clusters Score -1.023508e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206975 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -10235057.000000 Penalty: 1115.372559
	Iteration 101Q: 3 clusters Score -1.023506e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207002 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -10235039.000000 Penalty: 1115.372559
	Iteration 102Q: 3 clusters Score -1.023504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207025 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -10235038.000000 Penalty: 1115.372559
	Iteration 103Q: 3 clusters Score -1.023504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207042 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -10235020.000000 Penalty: 1115.372559
	Iteration 104Q: 3 clusters Score -1.023502e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207065 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -10235004.000000 Penalty: 1115.372559
	Iteration 105Q: 3 clusters Score -1.0235e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207093 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -10234998.000000 Penalty: 1115.372559
	Iteration 106Q: 3 clusters Score -1.0235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207131 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -10234972.000000 Penalty: 1115.372559
	Iteration 107Q: 3 clusters Score -1.023497e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207162 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -10234964.000000 Penalty: 1115.372559
	Iteration 108Q: 3 clusters Score -1.023496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207183 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -10234961.000000 Penalty: 1115.372559
	Iteration 109Q: 3 clusters Score -1.023496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207205 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -10234928.000000 Penalty: 1115.372559
	Iteration 110Q: 3 clusters Score -1.023493e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207230 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -10234908.000000 Penalty: 1115.372559
	Iteration 111Q: 3 clusters Score -1.023491e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207262 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -10234889.000000 Penalty: 1115.372559
	Iteration 112Q: 3 clusters Score -1.023489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207297 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -10234866.000000 Penalty: 1115.372559
	Iteration 113Q: 3 clusters Score -1.023487e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207340 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -10234832.000000 Penalty: 1115.372559
	Iteration 114Q: 3 clusters Score -1.023483e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207382 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -10234810.000000 Penalty: 1115.372559
	Iteration 115Q: 3 clusters Score -1.023481e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207420 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -10234791.000000 Penalty: 1115.372559
	Iteration 116Q: 3 clusters Score -1.023479e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207462 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -10234798.000000 Penalty: 1115.372559
	Iteration 117Q: 3 clusters Score -1.02348e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207494 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -10234796.000000 Penalty: 1115.372559
	Iteration 118Q: 3 clusters Score -1.02348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207521 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -10234790.000000 Penalty: 1115.372559
	Iteration 119Q: 3 clusters Score -1.023479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207543 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -10234776.000000 Penalty: 1115.372559
	Iteration 120F: 3 clusters Score -1.023478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207568 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -10234747.000000 Penalty: 1115.372559
	Iteration 121Q: 3 clusters Score -1.023475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207592 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -10234725.000000 Penalty: 1115.372559
	Iteration 122Q: 3 clusters Score -1.023472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207605 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -10234729.000000 Penalty: 1115.372559
	Iteration 123Q: 3 clusters Score -1.023473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207617 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -10234731.000000 Penalty: 1115.372559
	Iteration 124Q: 3 clusters Score -1.023473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207627 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -10234739.000000 Penalty: 1115.372559
	Iteration 125Q: 3 clusters Score -1.023474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207642 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -10234719.000000 Penalty: 1115.372559
	Iteration 126Q: 3 clusters Score -1.023472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207653 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -10234711.000000 Penalty: 1115.372559
	Iteration 127Q: 3 clusters Score -1.023471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207664 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -10234711.000000 Penalty: 1115.372559
	Iteration 128Q: 3 clusters Score -1.023471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207678 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -10234712.000000 Penalty: 1115.372559
	Iteration 129Q: 3 clusters Score -1.023471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207693 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -10234702.000000 Penalty: 1115.372559
	Iteration 130Q: 3 clusters Score -1.02347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207710 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -10234700.000000 Penalty: 1115.372559
	Iteration 131Q: 3 clusters Score -1.02347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207724 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -10234692.000000 Penalty: 1115.372559
	Iteration 132Q: 3 clusters Score -1.023469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207743 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -10234691.000000 Penalty: 1115.372559
	Iteration 133Q: 3 clusters Score -1.023469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207764 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -10234672.000000 Penalty: 1115.372559
	Iteration 134Q: 3 clusters Score -1.023467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207781 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -10234662.000000 Penalty: 1115.372559
	Iteration 135Q: 3 clusters Score -1.023466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207803 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -10234632.000000 Penalty: 1115.372559
	Iteration 136Q: 3 clusters Score -1.023463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207826 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -10234623.000000 Penalty: 1115.372559
	Iteration 137Q: 3 clusters Score -1.023462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207839 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10234621.000000 Penalty: 1115.372559
	Iteration 138Q: 3 clusters Score -1.023462e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207861 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -10234628.000000 Penalty: 1115.372559
	Iteration 139Q: 3 clusters Score -1.023463e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207887 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10234593.000000 Penalty: 1115.372559
	Iteration 140F: 3 clusters Score -1.023459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207909 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -10234587.000000 Penalty: 1115.372559
	Iteration 141Q: 3 clusters Score -1.023459e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207923 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -10234567.000000 Penalty: 1115.372559
	Iteration 142Q: 3 clusters Score -1.023457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207932 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -10234553.000000 Penalty: 1115.372559
	Iteration 143Q: 3 clusters Score -1.023455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207935 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -10234561.000000 Penalty: 1115.372559
	Iteration 144Q: 3 clusters Score -1.023456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207939 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -10234556.000000 Penalty: 1115.372559
	Iteration 145Q: 3 clusters Score -1.023456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207948 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -10234539.000000 Penalty: 1115.372559
	Iteration 146Q: 3 clusters Score -1.023454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207954 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -10234537.000000 Penalty: 1115.372559
	Iteration 147Q: 3 clusters Score -1.023454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207958 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -10234537.000000 Penalty: 1115.372559
	Iteration 148Q: 3 clusters Score -1.023454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207962 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -10234530.000000 Penalty: 1115.372559
	Iteration 149Q: 3 clusters Score -1.023453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207965 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -10234521.000000 Penalty: 1115.372559
	Iteration 150Q: 3 clusters Score -1.023452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207971 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -10234520.000000 Penalty: 1115.372559
	Iteration 151Q: 3 clusters Score -1.023452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207975 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -10234529.000000 Penalty: 1115.372559
	Iteration 152Q: 3 clusters Score -1.023453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207982 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -10234521.000000 Penalty: 1115.372559
	Iteration 153Q: 3 clusters Score -1.023452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207992 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -10234509.000000 Penalty: 1115.372559
	Iteration 154Q: 3 clusters Score -1.023451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207998 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -10234505.000000 Penalty: 1115.372559
	Iteration 155Q: 3 clusters Score -1.02345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208000 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -10234512.000000 Penalty: 1115.372559
	Iteration 156Q: 3 clusters Score -1.023451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208004 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -10234506.000000 Penalty: 1115.372559
	Iteration 157Q: 3 clusters Score -1.023451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208005 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -10234506.000000 Penalty: 1115.372559
	Iteration 158Q: 3 clusters Score -1.023451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208007 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -10234495.000000 Penalty: 1115.372559
	Iteration 159Q: 3 clusters Score -1.02345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208008 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -10234496.000000 Penalty: 1115.372559
	Iteration 160F: 3 clusters Score -1.02345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208011 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -10234489.000000 Penalty: 1115.372559
	Iteration 161Q: 3 clusters Score -1.023449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208013 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -10234487.000000 Penalty: 1115.372559
	Iteration 162Q: 3 clusters Score -1.023449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208017 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -10234474.000000 Penalty: 1115.372559
	Iteration 163Q: 3 clusters Score -1.023447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208019 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -10234478.000000 Penalty: 1115.372559
	Iteration 164Q: 3 clusters Score -1.023448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208021 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10234478.000000 Penalty: 1115.372559
	Iteration 165Q: 3 clusters Score -1.023448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208021 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10234479.000000 Penalty: 1115.372559
	Iteration 166Q: 3 clusters Score -1.023448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208021 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10234479.000000 Penalty: 1115.372559
	Iteration 167F: 3 clusters Score -1.023448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 208021 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 113202 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 230403 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 159705 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 2395 members 
Entering Unmasked Estep 
Score: -90585896.000000 Penalty: 19121.310547
Splitting cluster 4 changes total score from -90585640.000000 to -90585896.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 5 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -35768.097656 Penalty: 327.381042
	Iteration 0F: 2 clusters Score -35768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -34861.230469 Penalty: 654.762085
	Iteration 0F: 3 clusters Score -34861.23 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -35641.378906 Penalty: 654.762085
	Iteration 1F: 3 clusters Score -35641.38 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -36005.554688 Penalty: 654.762085
	Iteration 2F: 3 clusters Score -36005.55 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -36139.761719 Penalty: 654.762085
	Iteration 3F: 3 clusters Score -36139.76 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -36228.312500 Penalty: 654.762085
	Iteration 4F: 3 clusters Score -36228.31 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -36329.054688 Penalty: 654.762085
	Iteration 5Q: 3 clusters Score -36329.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -36525.722656 Penalty: 654.762085
	Iteration 6Q: 3 clusters Score -36525.72 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -36739.148438 Penalty: 654.762085
	Iteration 7Q: 3 clusters Score -36739.15 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -36915.421875 Penalty: 654.762085
	Iteration 8F: 3 clusters Score -36915.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -37005.109375 Penalty: 654.762085
	Iteration 9F: 3 clusters Score -37005.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -37049.500000 Penalty: 654.762085
	Iteration 10Q: 3 clusters Score -37049.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -37083.621094 Penalty: 654.762085
	Iteration 11Q: 3 clusters Score -37083.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -37087.609375 Penalty: 654.762085
	Iteration 12Q: 3 clusters Score -37087.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -37088.906250 Penalty: 654.762085
	Iteration 13Q: 3 clusters Score -37088.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -37090.523438 Penalty: 654.762085
	Iteration 14Q: 3 clusters Score -37090.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -37098.785156 Penalty: 654.762085
	Iteration 15Q: 3 clusters Score -37098.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -37108.902344 Penalty: 654.762085
	Iteration 16Q: 3 clusters Score -37108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -37109.906250 Penalty: 654.762085
	Iteration 17Q: 3 clusters Score -37109.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -37111.316406 Penalty: 654.762085
	Iteration 18Q: 3 clusters Score -37111.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -37113.171875 Penalty: 654.762085
	Iteration 19Q: 3 clusters Score -37113.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -37114.570312 Penalty: 654.762085
	Iteration 20F: 3 clusters Score -37114.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 208021 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 113202 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 230403 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 159705 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 2395 members 
Mstep: Class 30 contains 689 members 
Entering Unmasked Estep 
Score: -90586640.000000 Penalty: 19780.666016
Splitting cluster 5 changes total score from -90585640.000000 to -90586640.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 6 (21508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Entering Unmasked Estep 
Score: -1013110.437500 Penalty: 453.916199
	Iteration 0F: 2 clusters Score -1013110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -998905.562500 Penalty: 907.832397
	Iteration 0F: 3 clusters Score -998905.6 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1005119.937500 Penalty: 907.832397
	Iteration 1F: 3 clusters Score -1005120 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1005970.312500 Penalty: 907.832397
	Iteration 2F: 3 clusters Score -1005970 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1007071.562500 Penalty: 907.832397
	Iteration 3F: 3 clusters Score -1007072 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1008273.937500 Penalty: 907.832397
	Iteration 4F: 3 clusters Score -1008274 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1009388.687500 Penalty: 907.832397
	Iteration 5F: 3 clusters Score -1009389 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1010066.375000 Penalty: 907.832397
	Iteration 6Q: 3 clusters Score -1010066 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1010364.312500 Penalty: 907.832397
	Iteration 7Q: 3 clusters Score -1010364 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1010509.562500 Penalty: 907.832397
	Iteration 8Q: 3 clusters Score -1010510 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1010623.750000 Penalty: 907.832397
	Iteration 9Q: 3 clusters Score -1010624 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1010737.500000 Penalty: 907.832397
	Iteration 10Q: 3 clusters Score -1010738 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1010868.250000 Penalty: 907.832397
	Iteration 11Q: 3 clusters Score -1010868 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1011024.875000 Penalty: 907.832397
	Iteration 12Q: 3 clusters Score -1011025 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1011186.437500 Penalty: 907.832397
	Iteration 13Q: 3 clusters Score -1011186 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1011321.625000 Penalty: 907.832397
	Iteration 14Q: 3 clusters Score -1011322 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1011462.250000 Penalty: 907.832397
	Iteration 15Q: 3 clusters Score -1011462 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1011599.937500 Penalty: 907.832397
	Iteration 16Q: 3 clusters Score -1011600 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1011742.937500 Penalty: 907.832397
	Iteration 17Q: 3 clusters Score -1011743 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1011874.750000 Penalty: 907.832397
	Iteration 18Q: 3 clusters Score -1011875 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1011999.875000 Penalty: 907.832397
	Iteration 19Q: 3 clusters Score -1012000 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1012092.562500 Penalty: 907.832397
	Iteration 20F: 3 clusters Score -1012093 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1012154.625000 Penalty: 907.832397
	Iteration 21Q: 3 clusters Score -1012155 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1012205.375000 Penalty: 907.832397
	Iteration 22Q: 3 clusters Score -1012205 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1012242.750000 Penalty: 907.832397
	Iteration 23Q: 3 clusters Score -1012243 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1012283.625000 Penalty: 907.832397
	Iteration 24Q: 3 clusters Score -1012284 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1012324.937500 Penalty: 907.832397
	Iteration 25Q: 3 clusters Score -1012325 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1012361.375000 Penalty: 907.832397
	Iteration 26Q: 3 clusters Score -1012361 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1012396.375000 Penalty: 907.832397
	Iteration 27Q: 3 clusters Score -1012396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1012444.062500 Penalty: 907.832397
	Iteration 28Q: 3 clusters Score -1012444 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1012482.625000 Penalty: 907.832397
	Iteration 29Q: 3 clusters Score -1012483 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1012517.937500 Penalty: 907.832397
	Iteration 30Q: 3 clusters Score -1012518 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1012546.875000 Penalty: 907.832397
	Iteration 31Q: 3 clusters Score -1012547 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1012583.625000 Penalty: 907.832397
	Iteration 32Q: 3 clusters Score -1012584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1012619.062500 Penalty: 907.832397
	Iteration 33Q: 3 clusters Score -1012619 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1012652.250000 Penalty: 907.832397
	Iteration 34Q: 3 clusters Score -1012652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1012688.562500 Penalty: 907.832397
	Iteration 35Q: 3 clusters Score -1012689 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1012726.500000 Penalty: 907.832397
	Iteration 36Q: 3 clusters Score -1012726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1012759.000000 Penalty: 907.832397
	Iteration 37Q: 3 clusters Score -1012759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1012782.250000 Penalty: 907.832397
	Iteration 38Q: 3 clusters Score -1012782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1012808.000000 Penalty: 907.832397
	Iteration 39Q: 3 clusters Score -1012808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1012830.187500 Penalty: 907.832397
	Iteration 40F: 3 clusters Score -1012830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1012849.062500 Penalty: 907.832397
	Iteration 41Q: 3 clusters Score -1012849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1012858.125000 Penalty: 907.832397
	Iteration 42Q: 3 clusters Score -1012858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1012864.125000 Penalty: 907.832397
	Iteration 43Q: 3 clusters Score -1012864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1012871.562500 Penalty: 907.832397
	Iteration 44Q: 3 clusters Score -1012872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1012881.937500 Penalty: 907.832397
	Iteration 45Q: 3 clusters Score -1012882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1012890.312500 Penalty: 907.832397
	Iteration 46Q: 3 clusters Score -1012890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1012901.812500 Penalty: 907.832397
	Iteration 47Q: 3 clusters Score -1012902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1012908.187500 Penalty: 907.832397
	Iteration 48Q: 3 clusters Score -1012908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1012911.937500 Penalty: 907.832397
	Iteration 49Q: 3 clusters Score -1012912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1012916.812500 Penalty: 907.832397
	Iteration 50Q: 3 clusters Score -1012917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1012920.062500 Penalty: 907.832397
	Iteration 51Q: 3 clusters Score -1012920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1012925.750000 Penalty: 907.832397
	Iteration 52Q: 3 clusters Score -1012926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1012927.187500 Penalty: 907.832397
	Iteration 53Q: 3 clusters Score -1012927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1012929.250000 Penalty: 907.832397
	Iteration 54Q: 3 clusters Score -1012929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1012930.312500 Penalty: 907.832397
	Iteration 55Q: 3 clusters Score -1012930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1012931.687500 Penalty: 907.832397
	Iteration 56Q: 3 clusters Score -1012932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1012933.250000 Penalty: 907.832397
	Iteration 57Q: 3 clusters Score -1012933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1012933.750000 Penalty: 907.832397
	Iteration 58Q: 3 clusters Score -1012934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1012932.562500 Penalty: 907.832397
	Iteration 59Q: 3 clusters Score -1012933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1012932.562500 Penalty: 907.832397
	Iteration 60F: 3 clusters Score -1012933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Entering Unmasked Estep 
Score: -162456.859375 Penalty: 374.003845
	Iteration 0F: 2 clusters Score -162456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -159944.546875 Penalty: 748.007690
	Iteration 0F: 3 clusters Score -159944.5 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -161987.500000 Penalty: 748.007690
	Iteration 1F: 3 clusters Score -161987.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -163480.437500 Penalty: 748.007690
	Iteration 2F: 3 clusters Score -163480.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -164088.625000 Penalty: 748.007690
	Iteration 3F: 3 clusters Score -164088.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -164505.421875 Penalty: 748.007690
	Iteration 4F: 3 clusters Score -164505.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -164968.109375 Penalty: 748.007690
	Iteration 5F: 3 clusters Score -164968.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -165115.453125 Penalty: 748.007690
	Iteration 6Q: 3 clusters Score -165115.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -165171.828125 Penalty: 748.007690
	Iteration 7Q: 3 clusters Score -165171.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -165194.687500 Penalty: 748.007690
	Iteration 8Q: 3 clusters Score -165194.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -165207.406250 Penalty: 748.007690
	Iteration 9Q: 3 clusters Score -165207.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -165221.593750 Penalty: 748.007690
	Iteration 10Q: 3 clusters Score -165221.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -165234.093750 Penalty: 748.007690
	Iteration 11Q: 3 clusters Score -165234.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -165237.125000 Penalty: 748.007690
	Iteration 12Q: 3 clusters Score -165237.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -165238.046875 Penalty: 748.007690
	Iteration 13Q: 3 clusters Score -165238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -165238.703125 Penalty: 748.007690
	Iteration 14Q: 3 clusters Score -165238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -165238.187500 Penalty: 748.007690
	Iteration 15Q: 3 clusters Score -165238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -165238.359375 Penalty: 748.007690
	Iteration 16Q: 3 clusters Score -165238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -165238.250000 Penalty: 748.007690
	Iteration 17Q: 3 clusters Score -165238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -165238.593750 Penalty: 748.007690
	Iteration 18Q: 3 clusters Score -165238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -165238.593750 Penalty: 748.007690
	Iteration 19F: 3 clusters Score -165238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 208021 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 113202 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 230403 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 159705 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 2395 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 2040 members 
Entering Unmasked Estep 
Score: -90588144.000000 Penalty: 20440.023438
Splitting cluster 7 changes total score from -90585640.000000 to -90588144.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 8 (198679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198679 members 
Entering Unmasked Estep 
Score: -9854910.000000 Penalty: 555.074768
	Iteration 0F: 2 clusters Score -9854910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99656 members 
Mstep: Class 2 contains 99023 members 
Entering Unmasked Estep 
Score: -9727151.000000 Penalty: 1110.149536
	Iteration 0F: 3 clusters Score -9727151 nChanged 97876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112312 members 
Mstep: Class 2 contains 86367 members 
Entering Unmasked Estep 
Score: -9787769.000000 Penalty: 1110.149536
	Iteration 1F: 3 clusters Score -9787769 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120153 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -9794190.000000 Penalty: 1110.149536
	Iteration 2F: 3 clusters Score -9794190 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130460 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -9806177.000000 Penalty: 1110.149536
	Iteration 3F: 3 clusters Score -9806177 nChanged 19343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140591 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -9822914.000000 Penalty: 1110.149536
	Iteration 4F: 3 clusters Score -9822914 nChanged 17021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145822 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -9837246.000000 Penalty: 1110.149536
	Iteration 5F: 3 clusters Score -9837246 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145406 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -9842681.000000 Penalty: 1110.149536
	Iteration 6F: 3 clusters Score -9842681 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143155 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -9844373.000000 Penalty: 1110.149536
	Iteration 7Q: 3 clusters Score -9844373 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140438 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -9845669.000000 Penalty: 1110.149536
	Iteration 8Q: 3 clusters Score -9845669 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137524 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -9846487.000000 Penalty: 1110.149536
	Iteration 9Q: 3 clusters Score -9846487 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134564 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -9847459.000000 Penalty: 1110.149536
	Iteration 10Q: 3 clusters Score -9847459 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131447 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -9848226.000000 Penalty: 1110.149536
	Iteration 11Q: 3 clusters Score -9848226 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128287 members 
Mstep: Class 2 contains 70392 members 
Entering Unmasked Estep 
Score: -9848939.000000 Penalty: 1110.149536
	Iteration 12Q: 3 clusters Score -9848939 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125225 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -9849298.000000 Penalty: 1110.149536
	Iteration 13Q: 3 clusters Score -9849298 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122289 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -9849673.000000 Penalty: 1110.149536
	Iteration 14Q: 3 clusters Score -9849673 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -9849999.000000 Penalty: 1110.149536
	Iteration 15Q: 3 clusters Score -9849999 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116866 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -9850292.000000 Penalty: 1110.149536
	Iteration 16Q: 3 clusters Score -9850292 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114003 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -9850744.000000 Penalty: 1110.149536
	Iteration 17Q: 3 clusters Score -9850744 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 87606 members 
Entering Unmasked Estep 
Score: -9850861.000000 Penalty: 1110.149536
	Iteration 18Q: 3 clusters Score -9850861 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107890 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -9851170.000000 Penalty: 1110.149536
	Iteration 19Q: 3 clusters Score -9851170 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 94065 members 
Entering Unmasked Estep 
Score: -9851427.000000 Penalty: 1110.149536
	Iteration 20F: 3 clusters Score -9851427 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -9851608.000000 Penalty: 1110.149536
	Iteration 21Q: 3 clusters Score -9851608 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97338 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -9851675.000000 Penalty: 1110.149536
	Iteration 22Q: 3 clusters Score -9851675 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93671 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -9851804.000000 Penalty: 1110.149536
	Iteration 23Q: 3 clusters Score -9851804 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 108508 members 
Entering Unmasked Estep 
Score: -9852035.000000 Penalty: 1110.149536
	Iteration 24Q: 3 clusters Score -9852035 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -9852162.000000 Penalty: 1110.149536
	Iteration 25Q: 3 clusters Score -9852162 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -9852048.000000 Penalty: 1110.149536
	Iteration 26Q: 3 clusters Score -9852048 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 117327 members 
Entering Unmasked Estep 
Score: -9852086.000000 Penalty: 1110.149536
	Iteration 27Q: 3 clusters Score -9852086 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 119643 members 
Entering Unmasked Estep 
Score: -9852011.000000 Penalty: 1110.149536
	Iteration 28Q: 3 clusters Score -9852011 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 121767 members 
Entering Unmasked Estep 
Score: -9851890.000000 Penalty: 1110.149536
	Iteration 29Q: 3 clusters Score -9851890 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 123875 members 
Entering Unmasked Estep 
Score: -9851754.000000 Penalty: 1110.149536
	Iteration 30Q: 3 clusters Score -9851754 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 125929 members 
Entering Unmasked Estep 
Score: -9851708.000000 Penalty: 1110.149536
	Iteration 31Q: 3 clusters Score -9851708 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 128004 members 
Entering Unmasked Estep 
Score: -9851570.000000 Penalty: 1110.149536
	Iteration 32Q: 3 clusters Score -9851570 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 129959 members 
Entering Unmasked Estep 
Score: -9851483.000000 Penalty: 1110.149536
	Iteration 33Q: 3 clusters Score -9851483 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 131957 members 
Entering Unmasked Estep 
Score: -9851345.000000 Penalty: 1110.149536
	Iteration 34Q: 3 clusters Score -9851345 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 133964 members 
Entering Unmasked Estep 
Score: -9851246.000000 Penalty: 1110.149536
	Iteration 35Q: 3 clusters Score -9851246 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 135995 members 
Entering Unmasked Estep 
Score: -9851150.000000 Penalty: 1110.149536
	Iteration 36Q: 3 clusters Score -9851150 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 137935 members 
Entering Unmasked Estep 
Score: -9851032.000000 Penalty: 1110.149536
	Iteration 37Q: 3 clusters Score -9851032 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 139808 members 
Entering Unmasked Estep 
Score: -9850927.000000 Penalty: 1110.149536
	Iteration 38Q: 3 clusters Score -9850927 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 141586 members 
Entering Unmasked Estep 
Score: -9850816.000000 Penalty: 1110.149536
	Iteration 39Q: 3 clusters Score -9850816 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 143355 members 
Entering Unmasked Estep 
Score: -9850780.000000 Penalty: 1110.149536
	Iteration 40F: 3 clusters Score -9850780 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -9850751.000000 Penalty: 1110.149536
	Iteration 41Q: 3 clusters Score -9850751 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 146793 members 
Entering Unmasked Estep 
Score: -9850623.000000 Penalty: 1110.149536
	Iteration 42Q: 3 clusters Score -9850623 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 148447 members 
Entering Unmasked Estep 
Score: -9850543.000000 Penalty: 1110.149536
	Iteration 43Q: 3 clusters Score -9850543 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 150109 members 
Entering Unmasked Estep 
Score: -9850574.000000 Penalty: 1110.149536
	Iteration 44Q: 3 clusters Score -9850574 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 151765 members 
Entering Unmasked Estep 
Score: -9850550.000000 Penalty: 1110.149536
	Iteration 45Q: 3 clusters Score -9850550 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -9850578.000000 Penalty: 1110.149536
	Iteration 46Q: 3 clusters Score -9850578 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 154753 members 
Entering Unmasked Estep 
Score: -9850586.000000 Penalty: 1110.149536
	Iteration 47Q: 3 clusters Score -9850586 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 156151 members 
Entering Unmasked Estep 
Score: -9850515.000000 Penalty: 1110.149536
	Iteration 48Q: 3 clusters Score -9850515 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 157560 members 
Entering Unmasked Estep 
Score: -9850584.000000 Penalty: 1110.149536
	Iteration 49Q: 3 clusters Score -9850584 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -9850631.000000 Penalty: 1110.149536
	Iteration 50Q: 3 clusters Score -9850631 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 160303 members 
Entering Unmasked Estep 
Score: -9850810.000000 Penalty: 1110.149536
	Iteration 51Q: 3 clusters Score -9850810 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 161590 members 
Entering Unmasked Estep 
Score: -9851211.000000 Penalty: 1110.149536
	Iteration 52Q: 3 clusters Score -9851211 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 162803 members 
Entering Unmasked Estep 
Score: -9851523.000000 Penalty: 1110.149536
	Iteration 53Q: 3 clusters Score -9851523 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 163936 members 
Entering Unmasked Estep 
Score: -9851758.000000 Penalty: 1110.149536
	Iteration 54Q: 3 clusters Score -9851758 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 164978 members 
Entering Unmasked Estep 
Score: -9852003.000000 Penalty: 1110.149536
	Iteration 55Q: 3 clusters Score -9852003 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 165974 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9852144 nChanged 975
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 166947 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9852317 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 167847 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9852472 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 168711 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9852579 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -9852702.000000 Penalty: 1110.149536
	Iteration 60F: 3 clusters Score -9852702 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 170339 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9852845 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 171135 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9852956 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 171914 members 
Entering Unmasked Estep 
Score: -9853050.000000 Penalty: 1110.149536
	Iteration 63Q: 3 clusters Score -9853050 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 172630 members 
Entering Unmasked Estep 
Score: -9853168.000000 Penalty: 1110.149536
	Iteration 64Q: 3 clusters Score -9853168 nChanged 733
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 173345 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9853198 nChanged 750
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 174077 members 
Entering Unmasked Estep 
Score: -9853254.000000 Penalty: 1110.149536
	Iteration 66Q: 3 clusters Score -9853254 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 174777 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9853293 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 175423 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9853294 nChanged 668
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 176071 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9853316 nChanged 590
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 176639 members 
Entering Unmasked Estep 
Score: -9853326.000000 Penalty: 1110.149536
	Iteration 70Q: 3 clusters Score -9853326 nChanged 562
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 177175 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9853362 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 177688 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9853365 nChanged 513
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 178173 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9853392 nChanged 487
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 178644 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9853385 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 179080 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9853412 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 179464 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9853394 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 179805 members 
Entering Unmasked Estep 
Score: -9853423.000000 Penalty: 1110.149536
	Iteration 77Q: 3 clusters Score -9853423 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 180127 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9853456 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 180474 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9853493 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 180777 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9853469 nChanged 314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 181077 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9853471 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 181362 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9853514 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 181645 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9853524 nChanged 291
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Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 181926 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9853529 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 182209 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9853548 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 182465 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9853598 nChanged 258
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Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 182719 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9853608 nChanged 258
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Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 182971 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 183230 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9853612 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 183480 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9853645 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 183736 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9853664 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 183961 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9853656 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 184164 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 184391 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9853696 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 184611 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 184821 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9853762 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 185005 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9853812 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 185196 members 
Entering Unmasked Estep 
Score: -9853822.000000 Penalty: 1110.149536
	Iteration 98Q: 3 clusters Score -9853822 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 185382 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9853864 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 185529 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9853895 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 185691 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9853896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 185846 members 
Entering Unmasked Estep 
Score: -9853926.000000 Penalty: 1110.149536
	Iteration 102Q: 3 clusters Score -9853926 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 185982 members 
Entering Unmasked Estep 
Score: -9853921.000000 Penalty: 1110.149536
	Iteration 103Q: 3 clusters Score -9853921 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 186112 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9853938 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 186240 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9853944 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 186360 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9853965 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 186460 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9853977 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 186551 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9853987 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 186645 members 
Entering Unmasked Estep 
Score: -9854007.000000 Penalty: 1110.149536
	Iteration 109Q: 3 clusters Score -9854007 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 186726 members 
Entering Unmasked Estep 
Score: -9854022.000000 Penalty: 1110.149536
	Iteration 110Q: 3 clusters Score -9854022 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 186804 members 
Entering Unmasked Estep 
Score: -9854033.000000 Penalty: 1110.149536
	Iteration 111Q: 3 clusters Score -9854033 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 186885 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9854044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 186961 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9854074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 187046 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9854073 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 187128 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9854074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 187232 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9854069 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 187331 members 
Entering Unmasked Estep 
Score: -9854080.000000 Penalty: 1110.149536
	Iteration 117Q: 3 clusters Score -9854080 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 187442 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9854075 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 187547 members 
Entering Unmasked Estep 
Score: -9854082.000000 Penalty: 1110.149536
	Iteration 119Q: 3 clusters Score -9854082 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 187654 members 
Entering Unmasked Estep 
Score: -9854102.000000 Penalty: 1110.149536
	Iteration 120F: 3 clusters Score -9854102 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 187757 members 
Entering Unmasked Estep 
Score: -9854099.000000 Penalty: 1110.149536
	Iteration 121Q: 3 clusters Score -9854099 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 187845 members 
Entering Unmasked Estep 
Score: -9854114.000000 Penalty: 1110.149536
	Iteration 122Q: 3 clusters Score -9854114 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 187923 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9854112 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 187997 members 
Entering Unmasked Estep 
Score: -9854143.000000 Penalty: 1110.149536
	Iteration 124Q: 3 clusters Score -9854143 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 188083 members 
Entering Unmasked Estep 
Score: -9854157.000000 Penalty: 1110.149536
	Iteration 125Q: 3 clusters Score -9854157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 188163 members 
Entering Unmasked Estep 
Score: -9854186.000000 Penalty: 1110.149536
	Iteration 126Q: 3 clusters Score -9854186 nChanged 86
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Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 188237 members 
Entering Unmasked Estep 
Score: -9854213.000000 Penalty: 1110.149536
	Iteration 127Q: 3 clusters Score -9854213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 188303 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9854212 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 188374 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9854224 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 188444 members 
Entering Unmasked Estep 
Score: -9854233.000000 Penalty: 1110.149536
	Iteration 130Q: 3 clusters Score -9854233 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 188509 members 
Entering Unmasked Estep 
Score: -9854229.000000 Penalty: 1110.149536
	Iteration 131Q: 3 clusters Score -9854229 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 188565 members 
Entering Unmasked Estep 
Score: -9854259.000000 Penalty: 1110.149536
	Iteration 132Q: 3 clusters Score -9854259 nChanged 73
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Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 188620 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9854257 nChanged 65
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Mstep: Class 1 contains 10004 members 
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Entering Unmasked Estep 
Score: -9854269.000000 Penalty: 1110.149536
	Iteration 134Q: 3 clusters Score -9854269 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 188730 members 
Entering Unmasked Estep 
Score: -9854283.000000 Penalty: 1110.149536
	Iteration 135Q: 3 clusters Score -9854283 nChanged 73
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Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 188797 members 
Entering Unmasked Estep 
Score: -9854264.000000 Penalty: 1110.149536
	Iteration 136Q: 3 clusters Score -9854264 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 188855 members 
Entering Unmasked Estep 
Score: -9854286.000000 Penalty: 1110.149536
	Iteration 137Q: 3 clusters Score -9854286 nChanged 72
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Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 188919 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9854293 nChanged 65
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Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 188974 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9854291 nChanged 58
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Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 189024 members 
Entering Unmasked Estep 
Score: -9854310.000000 Penalty: 1110.149536
	Iteration 140F: 3 clusters Score -9854310 nChanged 58
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Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 189072 members 
Entering Unmasked Estep 
Score: -9854321.000000 Penalty: 1110.149536
	Iteration 141Q: 3 clusters Score -9854321 nChanged 45
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Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 189111 members 
Entering Unmasked Estep 
Score: -9854319.000000 Penalty: 1110.149536
	Iteration 142Q: 3 clusters Score -9854319 nChanged 46
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Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 189147 members 
Entering Unmasked Estep 
Score: -9854315.000000 Penalty: 1110.149536
	Iteration 143Q: 3 clusters Score -9854315 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 189189 members 
Entering Unmasked Estep 
Score: -9854308.000000 Penalty: 1110.149536
	Iteration 144Q: 3 clusters Score -9854308 nChanged 61
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Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 189242 members 
Entering Unmasked Estep 
Score: -9854316.000000 Penalty: 1110.149536
	Iteration 145Q: 3 clusters Score -9854316 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 189295 members 
Entering Unmasked Estep 
Score: -9854305.000000 Penalty: 1110.149536
	Iteration 146Q: 3 clusters Score -9854305 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 189358 members 
Entering Unmasked Estep 
Score: -9854291.000000 Penalty: 1110.149536
	Iteration 147Q: 3 clusters Score -9854291 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 189419 members 
Entering Unmasked Estep 
Score: -9854307.000000 Penalty: 1110.149536
	Iteration 148Q: 3 clusters Score -9854307 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 189468 members 
Entering Unmasked Estep 
Score: -9854322.000000 Penalty: 1110.149536
	Iteration 149Q: 3 clusters Score -9854322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 189520 members 
Entering Unmasked Estep 
Score: -9854331.000000 Penalty: 1110.149536
	Iteration 150Q: 3 clusters Score -9854331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 189580 members 
Entering Unmasked Estep 
Score: -9854343.000000 Penalty: 1110.149536
	Iteration 151Q: 3 clusters Score -9854343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 189653 members 
Entering Unmasked Estep 
Score: -9854378.000000 Penalty: 1110.149536
	Iteration 152Q: 3 clusters Score -9854378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 189711 members 
Entering Unmasked Estep 
Score: -9854369.000000 Penalty: 1110.149536
	Iteration 153Q: 3 clusters Score -9854369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 189763 members 
Entering Unmasked Estep 
Score: -9854369.000000 Penalty: 1110.149536
	Iteration 154Q: 3 clusters Score -9854369 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 189812 members 
Entering Unmasked Estep 
Score: -9854356.000000 Penalty: 1110.149536
	Iteration 155Q: 3 clusters Score -9854356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 189861 members 
Entering Unmasked Estep 
Score: -9854363.000000 Penalty: 1110.149536
	Iteration 156Q: 3 clusters Score -9854363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 189918 members 
Entering Unmasked Estep 
Score: -9854373.000000 Penalty: 1110.149536
	Iteration 157Q: 3 clusters Score -9854373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 189963 members 
Entering Unmasked Estep 
Score: -9854380.000000 Penalty: 1110.149536
	Iteration 158Q: 3 clusters Score -9854380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 189993 members 
Entering Unmasked Estep 
Score: -9854395.000000 Penalty: 1110.149536
	Iteration 159Q: 3 clusters Score -9854395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 190023 members 
Entering Unmasked Estep 
Score: -9854395.000000 Penalty: 1110.149536
	Iteration 160F: 3 clusters Score -9854395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 190049 members 
Entering Unmasked Estep 
Score: -9854396.000000 Penalty: 1110.149536
	Iteration 161Q: 3 clusters Score -9854396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 190088 members 
Entering Unmasked Estep 
Score: -9854399.000000 Penalty: 1110.149536
	Iteration 162Q: 3 clusters Score -9854399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 190120 members 
Entering Unmasked Estep 
Score: -9854397.000000 Penalty: 1110.149536
	Iteration 163Q: 3 clusters Score -9854397 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 190156 members 
Entering Unmasked Estep 
Score: -9854421.000000 Penalty: 1110.149536
	Iteration 164Q: 3 clusters Score -9854421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 190193 members 
Entering Unmasked Estep 
Score: -9854441.000000 Penalty: 1110.149536
	Iteration 165Q: 3 clusters Score -9854441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 190222 members 
Entering Unmasked Estep 
Score: -9854438.000000 Penalty: 1110.149536
	Iteration 166Q: 3 clusters Score -9854438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 190245 members 
Entering Unmasked Estep 
Score: -9854463.000000 Penalty: 1110.149536
	Iteration 167Q: 3 clusters Score -9854463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 190272 members 
Entering Unmasked Estep 
Score: -9854451.000000 Penalty: 1110.149536
	Iteration 168Q: 3 clusters Score -9854451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 190306 members 
Entering Unmasked Estep 
Score: -9854449.000000 Penalty: 1110.149536
	Iteration 169Q: 3 clusters Score -9854449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 190339 members 
Entering Unmasked Estep 
Score: -9854463.000000 Penalty: 1110.149536
	Iteration 170Q: 3 clusters Score -9854463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 190379 members 
Entering Unmasked Estep 
Score: -9854474.000000 Penalty: 1110.149536
	Iteration 171Q: 3 clusters Score -9854474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 190424 members 
Entering Unmasked Estep 
Score: -9854487.000000 Penalty: 1110.149536
	Iteration 172Q: 3 clusters Score -9854487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 190483 members 
Entering Unmasked Estep 
Score: -9854479.000000 Penalty: 1110.149536
	Iteration 173Q: 3 clusters Score -9854479 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 190546 members 
Entering Unmasked Estep 
Score: -9854498.000000 Penalty: 1110.149536
	Iteration 174Q: 3 clusters Score -9854498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 190604 members 
Entering Unmasked Estep 
Score: -9854503.000000 Penalty: 1110.149536
	Iteration 175Q: 3 clusters Score -9854503 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 190669 members 
Entering Unmasked Estep 
Score: -9854519.000000 Penalty: 1110.149536
	Iteration 176Q: 3 clusters Score -9854519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 190721 members 
Entering Unmasked Estep 
Score: -9854528.000000 Penalty: 1110.149536
	Iteration 177Q: 3 clusters Score -9854528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 190771 members 
Entering Unmasked Estep 
Score: -9854534.000000 Penalty: 1110.149536
	Iteration 178Q: 3 clusters Score -9854534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 190818 members 
Entering Unmasked Estep 
Score: -9854521.000000 Penalty: 1110.149536
	Iteration 179Q: 3 clusters Score -9854521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 190864 members 
Entering Unmasked Estep 
Score: -9854539.000000 Penalty: 1110.149536
	Iteration 180F: 3 clusters Score -9854539 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 190909 members 
Entering Unmasked Estep 
Score: -9854554.000000 Penalty: 1110.149536
	Iteration 181Q: 3 clusters Score -9854554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 190944 members 
Entering Unmasked Estep 
Score: -9854558.000000 Penalty: 1110.149536
	Iteration 182Q: 3 clusters Score -9854558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 190980 members 
Entering Unmasked Estep 
Score: -9854557.000000 Penalty: 1110.149536
	Iteration 183Q: 3 clusters Score -9854557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 191023 members 
Entering Unmasked Estep 
Score: -9854565.000000 Penalty: 1110.149536
	Iteration 184Q: 3 clusters Score -9854565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 191075 members 
Entering Unmasked Estep 
Score: -9854586.000000 Penalty: 1110.149536
	Iteration 185Q: 3 clusters Score -9854586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 191123 members 
Entering Unmasked Estep 
Score: -9854585.000000 Penalty: 1110.149536
	Iteration 186Q: 3 clusters Score -9854585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 191178 members 
Entering Unmasked Estep 
Score: -9854595.000000 Penalty: 1110.149536
	Iteration 187Q: 3 clusters Score -9854595 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 191235 members 
Entering Unmasked Estep 
Score: -9854626.000000 Penalty: 1110.149536
	Iteration 188Q: 3 clusters Score -9854626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 191288 members 
Entering Unmasked Estep 
Score: -9854631.000000 Penalty: 1110.149536
	Iteration 189Q: 3 clusters Score -9854631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 191341 members 
Entering Unmasked Estep 
Score: -9854635.000000 Penalty: 1110.149536
	Iteration 190Q: 3 clusters Score -9854635 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 191383 members 
Entering Unmasked Estep 
Score: -9854643.000000 Penalty: 1110.149536
	Iteration 191Q: 3 clusters Score -9854643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 191418 members 
Entering Unmasked Estep 
Score: -9854637.000000 Penalty: 1110.149536
	Iteration 192Q: 3 clusters Score -9854637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 191445 members 
Entering Unmasked Estep 
Score: -9854643.000000 Penalty: 1110.149536
	Iteration 193Q: 3 clusters Score -9854643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 191475 members 
Entering Unmasked Estep 
Score: -9854653.000000 Penalty: 1110.149536
	Iteration 194Q: 3 clusters Score -9854653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 191509 members 
Entering Unmasked Estep 
Score: -9854670.000000 Penalty: 1110.149536
	Iteration 195Q: 3 clusters Score -9854670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 191548 members 
Entering Unmasked Estep 
Score: -9854667.000000 Penalty: 1110.149536
	Iteration 196Q: 3 clusters Score -9854667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 191577 members 
Entering Unmasked Estep 
Score: -9854653.000000 Penalty: 1110.149536
	Iteration 197Q: 3 clusters Score -9854653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 191612 members 
Entering Unmasked Estep 
Score: -9854654.000000 Penalty: 1110.149536
	Iteration 198Q: 3 clusters Score -9854654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 191660 members 
Entering Unmasked Estep 
Score: -9854675.000000 Penalty: 1110.149536
	Iteration 199Q: 3 clusters Score -9854675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 191702 members 
Entering Unmasked Estep 
Score: -9854683.000000 Penalty: 1110.149536
	Iteration 200F: 3 clusters Score -9854683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 191746 members 
Entering Unmasked Estep 
Score: -9854694.000000 Penalty: 1110.149536
	Iteration 201Q: 3 clusters Score -9854694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 191796 members 
Entering Unmasked Estep 
Score: -9854702.000000 Penalty: 1110.149536
	Iteration 202Q: 3 clusters Score -9854702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 191850 members 
Entering Unmasked Estep 
Score: -9854722.000000 Penalty: 1110.149536
	Iteration 203Q: 3 clusters Score -9854722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 191916 members 
Entering Unmasked Estep 
Score: -9854721.000000 Penalty: 1110.149536
	Iteration 204Q: 3 clusters Score -9854721 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 191984 members 
Entering Unmasked Estep 
Score: -9854734.000000 Penalty: 1110.149536
	Iteration 205Q: 3 clusters Score -9854734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 192053 members 
Entering Unmasked Estep 
Score: -9854749.000000 Penalty: 1110.149536
	Iteration 206Q: 3 clusters Score -9854749 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 192113 members 
Entering Unmasked Estep 
Score: -9854760.000000 Penalty: 1110.149536
	Iteration 207Q: 3 clusters Score -9854760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 192172 members 
Entering Unmasked Estep 
Score: -9854782.000000 Penalty: 1110.149536
	Iteration 208Q: 3 clusters Score -9854782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 192222 members 
Entering Unmasked Estep 
Score: -9854798.000000 Penalty: 1110.149536
	Iteration 209Q: 3 clusters Score -9854798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 192267 members 
Entering Unmasked Estep 
Score: -9854811.000000 Penalty: 1110.149536
	Iteration 210Q: 3 clusters Score -9854811 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 192304 members 
Entering Unmasked Estep 
Score: -9854799.000000 Penalty: 1110.149536
	Iteration 211Q: 3 clusters Score -9854799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 192341 members 
Entering Unmasked Estep 
Score: -9854791.000000 Penalty: 1110.149536
	Iteration 212Q: 3 clusters Score -9854791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 192385 members 
Entering Unmasked Estep 
Score: -9854796.000000 Penalty: 1110.149536
	Iteration 213Q: 3 clusters Score -9854796 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 192432 members 
Entering Unmasked Estep 
Score: -9854794.000000 Penalty: 1110.149536
	Iteration 214Q: 3 clusters Score -9854794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 192478 members 
Entering Unmasked Estep 
Score: -9854801.000000 Penalty: 1110.149536
	Iteration 215Q: 3 clusters Score -9854801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 192519 members 
Entering Unmasked Estep 
Score: -9854807.000000 Penalty: 1110.149536
	Iteration 216Q: 3 clusters Score -9854807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 192555 members 
Entering Unmasked Estep 
Score: -9854804.000000 Penalty: 1110.149536
	Iteration 217Q: 3 clusters Score -9854804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 192608 members 
Entering Unmasked Estep 
Score: -9854811.000000 Penalty: 1110.149536
	Iteration 218Q: 3 clusters Score -9854811 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 192664 members 
Entering Unmasked Estep 
Score: -9854813.000000 Penalty: 1110.149536
	Iteration 219Q: 3 clusters Score -9854813 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 192715 members 
Entering Unmasked Estep 
Score: -9854822.000000 Penalty: 1110.149536
	Iteration 220F: 3 clusters Score -9854822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 192767 members 
Entering Unmasked Estep 
Score: -9854829.000000 Penalty: 1110.149536
	Iteration 221Q: 3 clusters Score -9854829 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 192818 members 
Entering Unmasked Estep 
Score: -9854860.000000 Penalty: 1110.149536
	Iteration 222Q: 3 clusters Score -9854860 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 192859 members 
Entering Unmasked Estep 
Score: -9854858.000000 Penalty: 1110.149536
	Iteration 223Q: 3 clusters Score -9854858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 192902 members 
Entering Unmasked Estep 
Score: -9854850.000000 Penalty: 1110.149536
	Iteration 224Q: 3 clusters Score -9854850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 192946 members 
Entering Unmasked Estep 
Score: -9854841.000000 Penalty: 1110.149536
	Iteration 225Q: 3 clusters Score -9854841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 192992 members 
Entering Unmasked Estep 
Score: -9854842.000000 Penalty: 1110.149536
	Iteration 226Q: 3 clusters Score -9854842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 193040 members 
Entering Unmasked Estep 
Score: -9854826.000000 Penalty: 1110.149536
	Iteration 227Q: 3 clusters Score -9854826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 193091 members 
Entering Unmasked Estep 
Score: -9854833.000000 Penalty: 1110.149536
	Iteration 228Q: 3 clusters Score -9854833 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 193136 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9854833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 193160 members 
Entering Unmasked Estep 
Score: -9854835.000000 Penalty: 1110.149536
	Iteration 230Q: 3 clusters Score -9854835 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 193188 members 
Entering Unmasked Estep 
Score: -9854841.000000 Penalty: 1110.149536
	Iteration 231Q: 3 clusters Score -9854841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 193209 members 
Entering Unmasked Estep 
Score: -9854840.000000 Penalty: 1110.149536
	Iteration 232Q: 3 clusters Score -9854840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 193237 members 
Entering Unmasked Estep 
Score: -9854841.000000 Penalty: 1110.149536
	Iteration 233Q: 3 clusters Score -9854841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 193256 members 
Entering Unmasked Estep 
Score: -9854848.000000 Penalty: 1110.149536
	Iteration 234Q: 3 clusters Score -9854848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 193274 members 
Entering Unmasked Estep 
Score: -9854862.000000 Penalty: 1110.149536
	Iteration 235Q: 3 clusters Score -9854862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 193292 members 
Entering Unmasked Estep 
Score: -9854857.000000 Penalty: 1110.149536
	Iteration 236Q: 3 clusters Score -9854857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 193317 members 
Entering Unmasked Estep 
Score: -9854852.000000 Penalty: 1110.149536
	Iteration 237Q: 3 clusters Score -9854852 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 193339 members 
Entering Unmasked Estep 
Score: -9854850.000000 Penalty: 1110.149536
	Iteration 238Q: 3 clusters Score -9854850 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 193351 members 
Entering Unmasked Estep 
Score: -9854848.000000 Penalty: 1110.149536
	Iteration 239Q: 3 clusters Score -9854848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 193372 members 
Entering Unmasked Estep 
Score: -9854837.000000 Penalty: 1110.149536
	Iteration 240F: 3 clusters Score -9854837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 193386 members 
Entering Unmasked Estep 
Score: -9854843.000000 Penalty: 1110.149536
	Iteration 241Q: 3 clusters Score -9854843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 193400 members 
Entering Unmasked Estep 
Score: -9854853.000000 Penalty: 1110.149536
	Iteration 242Q: 3 clusters Score -9854853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 193409 members 
Entering Unmasked Estep 
Score: -9854859.000000 Penalty: 1110.149536
	Iteration 243Q: 3 clusters Score -9854859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 193410 members 
Entering Unmasked Estep 
Score: -9854865.000000 Penalty: 1110.149536
	Iteration 244Q: 3 clusters Score -9854865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 193413 members 
Entering Unmasked Estep 
Score: -9854863.000000 Penalty: 1110.149536
	Iteration 245Q: 3 clusters Score -9854863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 193416 members 
Entering Unmasked Estep 
Score: -9854853.000000 Penalty: 1110.149536
	Iteration 246Q: 3 clusters Score -9854853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 193417 members 
Entering Unmasked Estep 
Score: -9854859.000000 Penalty: 1110.149536
	Iteration 247Q: 3 clusters Score -9854859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 193422 members 
Entering Unmasked Estep 
Score: -9854868.000000 Penalty: 1110.149536
	Iteration 248Q: 3 clusters Score -9854868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 193429 members 
Entering Unmasked Estep 
Score: -9854874.000000 Penalty: 1110.149536
	Iteration 249Q: 3 clusters Score -9854874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 193436 members 
Entering Unmasked Estep 
Score: -9854876.000000 Penalty: 1110.149536
	Iteration 250Q: 3 clusters Score -9854876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 193438 members 
Entering Unmasked Estep 
Score: -9854873.000000 Penalty: 1110.149536
	Iteration 251Q: 3 clusters Score -9854873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 193439 members 
Entering Unmasked Estep 
Score: -9854875.000000 Penalty: 1110.149536
	Iteration 252Q: 3 clusters Score -9854875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 193445 members 
Entering Unmasked Estep 
Score: -9854876.000000 Penalty: 1110.149536
	Iteration 253Q: 3 clusters Score -9854876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 193451 members 
Entering Unmasked Estep 
Score: -9854882.000000 Penalty: 1110.149536
	Iteration 254Q: 3 clusters Score -9854882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 193452 members 
Entering Unmasked Estep 
Score: -9854876.000000 Penalty: 1110.149536
	Iteration 255Q: 3 clusters Score -9854876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 193454 members 
Entering Unmasked Estep 
Score: -9854881.000000 Penalty: 1110.149536
	Iteration 256Q: 3 clusters Score -9854881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 193460 members 
Entering Unmasked Estep 
Score: -9854876.000000 Penalty: 1110.149536
	Iteration 257Q: 3 clusters Score -9854876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 193468 members 
Entering Unmasked Estep 
Score: -9854866.000000 Penalty: 1110.149536
	Iteration 258Q: 3 clusters Score -9854866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 193473 members 
Entering Unmasked Estep 
Score: -9854870.000000 Penalty: 1110.149536
	Iteration 259Q: 3 clusters Score -9854870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 193476 members 
Entering Unmasked Estep 
Score: -9854872.000000 Penalty: 1110.149536
	Iteration 260F: 3 clusters Score -9854872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 193479 members 
Entering Unmasked Estep 
Score: -9854871.000000 Penalty: 1110.149536
	Iteration 261Q: 3 clusters Score -9854871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 193482 members 
Entering Unmasked Estep 
Score: -9854879.000000 Penalty: 1110.149536
	Iteration 262Q: 3 clusters Score -9854879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 193480 members 
Entering Unmasked Estep 
Score: -9854877.000000 Penalty: 1110.149536
	Iteration 263Q: 3 clusters Score -9854877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 193479 members 
Entering Unmasked Estep 
Score: -9854880.000000 Penalty: 1110.149536
	Iteration 264Q: 3 clusters Score -9854880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 193478 members 
Entering Unmasked Estep 
Score: -9854878.000000 Penalty: 1110.149536
	Iteration 265Q: 3 clusters Score -9854878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 193478 members 
Entering Unmasked Estep 
Score: -9854876.000000 Penalty: 1110.149536
	Iteration 266Q: 3 clusters Score -9854876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 193479 members 
Entering Unmasked Estep 
Score: -9854879.000000 Penalty: 1110.149536
	Iteration 267Q: 3 clusters Score -9854879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 193478 members 
Entering Unmasked Estep 
Score: -9854882.000000 Penalty: 1110.149536
	Iteration 268Q: 3 clusters Score -9854882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 193478 members 
Entering Unmasked Estep 
Score: -9854882.000000 Penalty: 1110.149536
	Iteration 269F: 3 clusters Score -9854882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (214707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214707 members 
Entering Unmasked Estep 
Score: -10326238.000000 Penalty: 558.604858
	Iteration 0F: 2 clusters Score -1.032624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107002 members 
Mstep: Class 2 contains 107705 members 
Entering Unmasked Estep 
Score: -10182588.000000 Penalty: 1117.209717
	Iteration 0F: 3 clusters Score -1.018259e+07 nChanged 105906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 126175 members 
Entering Unmasked Estep 
Score: -10251640.000000 Penalty: 1117.209717
	Iteration 1F: 3 clusters Score -1.025164e+07 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 136145 members 
Entering Unmasked Estep 
Score: -10258394.000000 Penalty: 1117.209717
	Iteration 2F: 3 clusters Score -1.025839e+07 nChanged 14999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 148080 members 
Entering Unmasked Estep 
Score: -10268163.000000 Penalty: 1117.209717
	Iteration 3F: 3 clusters Score -1.026816e+07 nChanged 15142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 159936 members 
Entering Unmasked Estep 
Score: -10279997.000000 Penalty: 1117.209717
	Iteration 4F: 3 clusters Score -1.028e+07 nChanged 13229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 169081 members 
Entering Unmasked Estep 
Score: -10291738.000000 Penalty: 1117.209717
	Iteration 5F: 3 clusters Score -1.029174e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 174218 members 
Entering Unmasked Estep 
Score: -10299398.000000 Penalty: 1117.209717
	Iteration 6Q: 3 clusters Score -1.02994e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 176783 members 
Entering Unmasked Estep 
Score: -10302247.000000 Penalty: 1117.209717
	Iteration 7Q: 3 clusters Score -1.030225e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 178712 members 
Entering Unmasked Estep 
Score: -10303450.000000 Penalty: 1117.209717
	Iteration 8Q: 3 clusters Score -1.030345e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 180430 members 
Entering Unmasked Estep 
Score: -10304315.000000 Penalty: 1117.209717
	Iteration 9Q: 3 clusters Score -1.030432e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 182107 members 
Entering Unmasked Estep 
Score: -10305059.000000 Penalty: 1117.209717
	Iteration 10Q: 3 clusters Score -1.030506e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 183687 members 
Entering Unmasked Estep 
Score: -10305770.000000 Penalty: 1117.209717
	Iteration 11Q: 3 clusters Score -1.030577e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 185252 members 
Entering Unmasked Estep 
Score: -10306385.000000 Penalty: 1117.209717
	Iteration 12Q: 3 clusters Score -1.030638e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 186821 members 
Entering Unmasked Estep 
Score: -10307041.000000 Penalty: 1117.209717
	Iteration 13Q: 3 clusters Score -1.030704e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 188337 members 
Entering Unmasked Estep 
Score: -10307704.000000 Penalty: 1117.209717
	Iteration 14Q: 3 clusters Score -1.03077e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 189912 members 
Entering Unmasked Estep 
Score: -10308405.000000 Penalty: 1117.209717
	Iteration 15Q: 3 clusters Score -1.03084e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 191443 members 
Entering Unmasked Estep 
Score: -10309036.000000 Penalty: 1117.209717
	Iteration 16Q: 3 clusters Score -1.030904e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 193049 members 
Entering Unmasked Estep 
Score: -10309727.000000 Penalty: 1117.209717
	Iteration 17Q: 3 clusters Score -1.030973e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 194733 members 
Entering Unmasked Estep 
Score: -10310587.000000 Penalty: 1117.209717
	Iteration 18Q: 3 clusters Score -1.031059e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 196424 members 
Entering Unmasked Estep 
Score: -10311404.000000 Penalty: 1117.209717
	Iteration 19Q: 3 clusters Score -1.03114e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 198015 members 
Entering Unmasked Estep 
Score: -10312191.000000 Penalty: 1117.209717
	Iteration 20F: 3 clusters Score -1.031219e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 199591 members 
Entering Unmasked Estep 
Score: -10313086.000000 Penalty: 1117.209717
	Iteration 21Q: 3 clusters Score -1.031309e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 201143 members 
Entering Unmasked Estep 
Score: -10313912.000000 Penalty: 1117.209717
	Iteration 22Q: 3 clusters Score -1.031391e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 202671 members 
Entering Unmasked Estep 
Score: -10315673.000000 Penalty: 1117.209717
	Iteration 23Q: 3 clusters Score -1.031567e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 204195 members 
Entering Unmasked Estep 
Score: -10317361.000000 Penalty: 1117.209717
	Iteration 24Q: 3 clusters Score -1.031736e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 205702 members 
Entering Unmasked Estep 
Score: -10318960.000000 Penalty: 1117.209717
	Iteration 25Q: 3 clusters Score -1.031896e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 207216 members 
Entering Unmasked Estep 
Score: -10320461.000000 Penalty: 1117.209717
	Iteration 26Q: 3 clusters Score -1.032046e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 208588 members 
Entering Unmasked Estep 
Score: -10321645.000000 Penalty: 1117.209717
	Iteration 27Q: 3 clusters Score -1.032164e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 209839 members 
Entering Unmasked Estep 
Score: -10322735.000000 Penalty: 1117.209717
	Iteration 28Q: 3 clusters Score -1.032274e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 210914 members 
Entering Unmasked Estep 
Score: -10323631.000000 Penalty: 1117.209717
	Iteration 29Q: 3 clusters Score -1.032363e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 211808 members 
Entering Unmasked Estep 
Score: -10324299.000000 Penalty: 1117.209717
	Iteration 30Q: 3 clusters Score -1.03243e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 212496 members 
Entering Unmasked Estep 
Score: -10324727.000000 Penalty: 1117.209717
	Iteration 31Q: 3 clusters Score -1.032473e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 213069 members 
Entering Unmasked Estep 
Score: -10325140.000000 Penalty: 1117.209717
	Iteration 32Q: 3 clusters Score -1.032514e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 213463 members 
Entering Unmasked Estep 
Score: -10325364.000000 Penalty: 1117.209717
	Iteration 33Q: 3 clusters Score -1.032536e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 213745 members 
Entering Unmasked Estep 
Score: -10325521.000000 Penalty: 1117.209717
	Iteration 34Q: 3 clusters Score -1.032552e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 213936 members 
Entering Unmasked Estep 
Score: -10325606.000000 Penalty: 1117.209717
	Iteration 35Q: 3 clusters Score -1.032561e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 214057 members 
Entering Unmasked Estep 
Score: -10325686.000000 Penalty: 1117.209717
	Iteration 36Q: 3 clusters Score -1.032569e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 214152 members 
Entering Unmasked Estep 
Score: -10325739.000000 Penalty: 1117.209717
	Iteration 37Q: 3 clusters Score -1.032574e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 214222 members 
Entering Unmasked Estep 
Score: -10325747.000000 Penalty: 1117.209717
	Iteration 38Q: 3 clusters Score -1.032575e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 214257 members 
Entering Unmasked Estep 
Score: -10325771.000000 Penalty: 1117.209717
	Iteration 39Q: 3 clusters Score -1.032577e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 214278 members 
Entering Unmasked Estep 
Score: -10325804.000000 Penalty: 1117.209717
	Iteration 40F: 3 clusters Score -1.03258e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 214300 members 
Entering Unmasked Estep 
Score: -10325804.000000 Penalty: 1117.209717
	Iteration 41Q: 3 clusters Score -1.03258e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 214326 members 
Entering Unmasked Estep 
Score: -10325827.000000 Penalty: 1117.209717
	Iteration 42Q: 3 clusters Score -1.032583e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 214343 members 
Entering Unmasked Estep 
Score: -10325825.000000 Penalty: 1117.209717
	Iteration 43Q: 3 clusters Score -1.032582e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 214351 members 
Entering Unmasked Estep 
Score: -10325842.000000 Penalty: 1117.209717
	Iteration 44Q: 3 clusters Score -1.032584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 214366 members 
Entering Unmasked Estep 
Score: -10325847.000000 Penalty: 1117.209717
	Iteration 45Q: 3 clusters Score -1.032585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 214374 members 
Entering Unmasked Estep 
Score: -10325863.000000 Penalty: 1117.209717
	Iteration 46Q: 3 clusters Score -1.032586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 214378 members 
Entering Unmasked Estep 
Score: -10325877.000000 Penalty: 1117.209717
	Iteration 47Q: 3 clusters Score -1.032588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 214386 members 
Entering Unmasked Estep 
Score: -10325878.000000 Penalty: 1117.209717
	Iteration 48Q: 3 clusters Score -1.032588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 214397 members 
Entering Unmasked Estep 
Score: -10325892.000000 Penalty: 1117.209717
	Iteration 49Q: 3 clusters Score -1.032589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 214409 members 
Entering Unmasked Estep 
Score: -10325901.000000 Penalty: 1117.209717
	Iteration 50Q: 3 clusters Score -1.03259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 214417 members 
Entering Unmasked Estep 
Score: -10325904.000000 Penalty: 1117.209717
	Iteration 51Q: 3 clusters Score -1.03259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 214428 members 
Entering Unmasked Estep 
Score: -10325919.000000 Penalty: 1117.209717
	Iteration 52Q: 3 clusters Score -1.032592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 214430 members 
Entering Unmasked Estep 
Score: -10325931.000000 Penalty: 1117.209717
	Iteration 53Q: 3 clusters Score -1.032593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 214434 members 
Entering Unmasked Estep 
Score: -10325934.000000 Penalty: 1117.209717
	Iteration 54Q: 3 clusters Score -1.032593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 214434 members 
Entering Unmasked Estep 
Score: -10325932.000000 Penalty: 1117.209717
	Iteration 55Q: 3 clusters Score -1.032593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214435 members 
Entering Unmasked Estep 
Score: -10325941.000000 Penalty: 1117.209717
	Iteration 56Q: 3 clusters Score -1.032594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214436 members 
Entering Unmasked Estep 
Score: -10325946.000000 Penalty: 1117.209717
	Iteration 57Q: 3 clusters Score -1.032595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214433 members 
Entering Unmasked Estep 
Score: -10325955.000000 Penalty: 1117.209717
	Iteration 58Q: 3 clusters Score -1.032596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 214434 members 
Entering Unmasked Estep 
Score: -10325958.000000 Penalty: 1117.209717
	Iteration 59Q: 3 clusters Score -1.032596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214435 members 
Entering Unmasked Estep 
Score: -10325953.000000 Penalty: 1117.209717
	Iteration 60F: 3 clusters Score -1.032595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 214434 members 
Entering Unmasked Estep 
Score: -10325951.000000 Penalty: 1117.209717
	Iteration 61Q: 3 clusters Score -1.032595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 214434 members 
Entering Unmasked Estep 
Score: -10325949.000000 Penalty: 1117.209717
	Iteration 62Q: 3 clusters Score -1.032595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 214434 members 
Entering Unmasked Estep 
Score: -10325951.000000 Penalty: 1117.209717
	Iteration 63Q: 3 clusters Score -1.032595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214433 members 
Entering Unmasked Estep 
Score: -10325954.000000 Penalty: 1117.209717
	Iteration 64Q: 3 clusters Score -1.032595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 214432 members 
Entering Unmasked Estep 
Score: -10325952.000000 Penalty: 1117.209717
	Iteration 65Q: 3 clusters Score -1.032595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 214431 members 
Entering Unmasked Estep 
Score: -10325956.000000 Penalty: 1117.209717
	Iteration 66Q: 3 clusters Score -1.032596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 214431 members 
Entering Unmasked Estep 
Score: -10325956.000000 Penalty: 1117.209717
	Iteration 67F: 3 clusters Score -1.032596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Entering Unmasked Estep 
Score: -345065.375000 Penalty: 404.085602
	Iteration 0F: 2 clusters Score -345065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -340245.625000 Penalty: 808.171204
	Iteration 0F: 3 clusters Score -340245.6 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -342119.125000 Penalty: 808.171204
	Iteration 1F: 3 clusters Score -342119.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -342371.281250 Penalty: 808.171204
	Iteration 2F: 3 clusters Score -342371.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -342701.531250 Penalty: 808.171204
	Iteration 3F: 3 clusters Score -342701.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -343077.343750 Penalty: 808.171204
	Iteration 4F: 3 clusters Score -343077.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -343485.062500 Penalty: 808.171204
	Iteration 5F: 3 clusters Score -343485.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -343835.843750 Penalty: 808.171204
	Iteration 6F: 3 clusters Score -343835.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -344089.312500 Penalty: 808.171204
	Iteration 7Q: 3 clusters Score -344089.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -344280.656250 Penalty: 808.171204
	Iteration 8Q: 3 clusters Score -344280.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -344422.937500 Penalty: 808.171204
	Iteration 9Q: 3 clusters Score -344422.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -344528.718750 Penalty: 808.171204
	Iteration 10Q: 3 clusters Score -344528.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -344624.000000 Penalty: 808.171204
	Iteration 11Q: 3 clusters Score -344624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -344669.593750 Penalty: 808.171204
	Iteration 12Q: 3 clusters Score -344669.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -344694.500000 Penalty: 808.171204
	Iteration 13Q: 3 clusters Score -344694.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -344707.843750 Penalty: 808.171204
	Iteration 14Q: 3 clusters Score -344707.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -344717.406250 Penalty: 808.171204
	Iteration 15Q: 3 clusters Score -344717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -344721.000000 Penalty: 808.171204
	Iteration 16Q: 3 clusters Score -344721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -344725.218750 Penalty: 808.171204
	Iteration 17Q: 3 clusters Score -344725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -344731.500000 Penalty: 808.171204
	Iteration 18Q: 3 clusters Score -344731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -344732.531250 Penalty: 808.171204
	Iteration 19Q: 3 clusters Score -344732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -344734.531250 Penalty: 808.171204
	Iteration 20F: 3 clusters Score -344734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -344735.687500 Penalty: 808.171204
	Iteration 21Q: 3 clusters Score -344735.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -344736.031250 Penalty: 808.171204
	Iteration 22Q: 3 clusters Score -344736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -344736.031250 Penalty: 808.171204
	Iteration 23F: 3 clusters Score -344736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -108662.375000 Penalty: 350.445770
	Iteration 0F: 2 clusters Score -108662.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -107064.226562 Penalty: 700.891541
	Iteration 0F: 3 clusters Score -107064.2 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -107622.343750 Penalty: 700.891541
	Iteration 1F: 3 clusters Score -107622.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -107715.585938 Penalty: 700.891541
	Iteration 2F: 3 clusters Score -107715.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -107789.804688 Penalty: 700.891541
	Iteration 3F: 3 clusters Score -107789.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -107858.992188 Penalty: 700.891541
	Iteration 4F: 3 clusters Score -107859 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -107941.851562 Penalty: 700.891541
	Iteration 5F: 3 clusters Score -107941.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -108032.351562 Penalty: 700.891541
	Iteration 6F: 3 clusters Score -108032.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -108121.156250 Penalty: 700.891541
	Iteration 7Q: 3 clusters Score -108121.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -108188.382812 Penalty: 700.891541
	Iteration 8Q: 3 clusters Score -108188.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -108216.640625 Penalty: 700.891541
	Iteration 9Q: 3 clusters Score -108216.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -108240.109375 Penalty: 700.891541
	Iteration 10Q: 3 clusters Score -108240.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -108264.703125 Penalty: 700.891541
	Iteration 11Q: 3 clusters Score -108264.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -108279.593750 Penalty: 700.891541
	Iteration 12Q: 3 clusters Score -108279.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -108288.375000 Penalty: 700.891541
	Iteration 13Q: 3 clusters Score -108288.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -108293.117188 Penalty: 700.891541
	Iteration 14Q: 3 clusters Score -108293.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -108294.765625 Penalty: 700.891541
	Iteration 15Q: 3 clusters Score -108294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -108296.148438 Penalty: 700.891541
	Iteration 16Q: 3 clusters Score -108296.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -108297.382812 Penalty: 700.891541
	Iteration 17Q: 3 clusters Score -108297.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -108299.210938 Penalty: 700.891541
	Iteration 18Q: 3 clusters Score -108299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -108301.898438 Penalty: 700.891541
	Iteration 19Q: 3 clusters Score -108301.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -108305.218750 Penalty: 700.891541
	Iteration 20F: 3 clusters Score -108305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -108305.710938 Penalty: 700.891541
	Iteration 21Q: 3 clusters Score -108305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -108306.046875 Penalty: 700.891541
	Iteration 22Q: 3 clusters Score -108306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -108306.539062 Penalty: 700.891541
	Iteration 23Q: 3 clusters Score -108306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -108307.062500 Penalty: 700.891541
	Iteration 24Q: 3 clusters Score -108307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -108307.664062 Penalty: 700.891541
	Iteration 25Q: 3 clusters Score -108307.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -108308.007812 Penalty: 700.891541
	Iteration 26Q: 3 clusters Score -108308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -108308.109375 Penalty: 700.891541
	Iteration 27Q: 3 clusters Score -108308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -108308.109375 Penalty: 700.891541
	Iteration 28F: 3 clusters Score -108308.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -461841.843750 Penalty: 418.965698
	Iteration 0F: 2 clusters Score -461841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -455230.875000 Penalty: 837.931396
	Iteration 0F: 3 clusters Score -455230.9 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -457975.687500 Penalty: 837.931396
	Iteration 1F: 3 clusters Score -457975.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -458355.000000 Penalty: 837.931396
	Iteration 2F: 3 clusters Score -458355 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -458845.000000 Penalty: 837.931396
	Iteration 3F: 3 clusters Score -458845 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -459431.593750 Penalty: 837.931396
	Iteration 4F: 3 clusters Score -459431.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -460003.281250 Penalty: 837.931396
	Iteration 5F: 3 clusters Score -460003.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -460416.343750 Penalty: 837.931396
	Iteration 6F: 3 clusters Score -460416.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -460626.968750 Penalty: 837.931396
	Iteration 7Q: 3 clusters Score -460627 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -460731.781250 Penalty: 837.931396
	Iteration 8Q: 3 clusters Score -460731.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -460788.500000 Penalty: 837.931396
	Iteration 9Q: 3 clusters Score -460788.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -460839.031250 Penalty: 837.931396
	Iteration 10Q: 3 clusters Score -460839 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -460889.625000 Penalty: 837.931396
	Iteration 11Q: 3 clusters Score -460889.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -460935.156250 Penalty: 837.931396
	Iteration 12Q: 3 clusters Score -460935.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -460971.843750 Penalty: 837.931396
	Iteration 13Q: 3 clusters Score -460971.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -461013.968750 Penalty: 837.931396
	Iteration 14Q: 3 clusters Score -461014 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -461069.031250 Penalty: 837.931396
	Iteration 15Q: 3 clusters Score -461069 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -461123.937500 Penalty: 837.931396
	Iteration 16Q: 3 clusters Score -461123.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -461182.750000 Penalty: 837.931396
	Iteration 17Q: 3 clusters Score -461182.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -461227.968750 Penalty: 837.931396
	Iteration 18Q: 3 clusters Score -461228 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -461272.031250 Penalty: 837.931396
	Iteration 19Q: 3 clusters Score -461272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -461301.562500 Penalty: 837.931396
	Iteration 20F: 3 clusters Score -461301.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -461330.250000 Penalty: 837.931396
	Iteration 21Q: 3 clusters Score -461330.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -461358.656250 Penalty: 837.931396
	Iteration 22Q: 3 clusters Score -461358.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -461384.375000 Penalty: 837.931396
	Iteration 23Q: 3 clusters Score -461384.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -461409.406250 Penalty: 837.931396
	Iteration 24Q: 3 clusters Score -461409.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -461428.812500 Penalty: 837.931396
	Iteration 25Q: 3 clusters Score -461428.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -461438.187500 Penalty: 837.931396
	Iteration 26Q: 3 clusters Score -461438.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -461449.343750 Penalty: 837.931396
	Iteration 27Q: 3 clusters Score -461449.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -461461.718750 Penalty: 837.931396
	Iteration 28Q: 3 clusters Score -461461.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -461470.406250 Penalty: 837.931396
	Iteration 29Q: 3 clusters Score -461470.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -461478.531250 Penalty: 837.931396
	Iteration 30Q: 3 clusters Score -461478.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -461482.125000 Penalty: 837.931396
	Iteration 31Q: 3 clusters Score -461482.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -461484.937500 Penalty: 837.931396
	Iteration 32Q: 3 clusters Score -461484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -461486.656250 Penalty: 837.931396
	Iteration 33Q: 3 clusters Score -461486.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -461491.250000 Penalty: 837.931396
	Iteration 34Q: 3 clusters Score -461491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -461492.625000 Penalty: 837.931396
	Iteration 35Q: 3 clusters Score -461492.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -461499.218750 Penalty: 837.931396
	Iteration 36Q: 3 clusters Score -461499.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -461502.812500 Penalty: 837.931396
	Iteration 37Q: 3 clusters Score -461502.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -461504.468750 Penalty: 837.931396
	Iteration 38Q: 3 clusters Score -461504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -461505.781250 Penalty: 837.931396
	Iteration 39Q: 3 clusters Score -461505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -461506.281250 Penalty: 837.931396
	Iteration 40F: 3 clusters Score -461506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -461507.250000 Penalty: 837.931396
	Iteration 41Q: 3 clusters Score -461507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -461509.656250 Penalty: 837.931396
	Iteration 42Q: 3 clusters Score -461509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -461511.843750 Penalty: 837.931396
	Iteration 43Q: 3 clusters Score -461511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -461512.812500 Penalty: 837.931396
	Iteration 44Q: 3 clusters Score -461512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -461512.875000 Penalty: 837.931396
	Iteration 45Q: 3 clusters Score -461512.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -461512.875000 Penalty: 837.931396
	Iteration 46F: 3 clusters Score -461512.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113202 members 
Entering Unmasked Estep 
Score: -5378629.000000 Penalty: 529.480286
	Iteration 0F: 2 clusters Score -5378629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -5302261.000000 Penalty: 1058.960571
	Iteration 0F: 3 clusters Score -5302261 nChanged 55582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -5342490.000000 Penalty: 1058.960571
	Iteration 1F: 3 clusters Score -5342490 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -5349260.500000 Penalty: 1058.960571
	Iteration 2F: 3 clusters Score -5349260 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -5357940.500000 Penalty: 1058.960571
	Iteration 3F: 3 clusters Score -5357940 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -5365998.000000 Penalty: 1058.960571
	Iteration 4F: 3 clusters Score -5365998 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5370506.000000 Penalty: 1058.960571
	Iteration 5F: 3 clusters Score -5370506 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70346 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -5372455.500000 Penalty: 1058.960571
	Iteration 6Q: 3 clusters Score -5372456 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -5373413.500000 Penalty: 1058.960571
	Iteration 7Q: 3 clusters Score -5373414 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5373934.500000 Penalty: 1058.960571
	Iteration 8Q: 3 clusters Score -5373934 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -5374261.000000 Penalty: 1058.960571
	Iteration 9Q: 3 clusters Score -5374261 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -5374471.500000 Penalty: 1058.960571
	Iteration 10Q: 3 clusters Score -5374472 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5374551.000000 Penalty: 1058.960571
	Iteration 11Q: 3 clusters Score -5374551 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5374601.500000 Penalty: 1058.960571
	Iteration 12Q: 3 clusters Score -5374602 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5374645.000000 Penalty: 1058.960571
	Iteration 13Q: 3 clusters Score -5374645 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -5374667.000000 Penalty: 1058.960571
	Iteration 14Q: 3 clusters Score -5374667 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5374669.500000 Penalty: 1058.960571
	Iteration 15Q: 3 clusters Score -5374670 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -5374684.500000 Penalty: 1058.960571
	Iteration 16Q: 3 clusters Score -5374684 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -5374699.500000 Penalty: 1058.960571
	Iteration 17Q: 3 clusters Score -5374700 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -5374692.500000 Penalty: 1058.960571
	Iteration 18Q: 3 clusters Score -5374692 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -5374708.000000 Penalty: 1058.960571
	Iteration 19Q: 3 clusters Score -5374708 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -5374719.000000 Penalty: 1058.960571
	Iteration 20F: 3 clusters Score -5374719 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -5374730.500000 Penalty: 1058.960571
	Iteration 21Q: 3 clusters Score -5374730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -5374721.500000 Penalty: 1058.960571
	Iteration 22Q: 3 clusters Score -5374722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -5374721.000000 Penalty: 1058.960571
	Iteration 23Q: 3 clusters Score -5374721 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -5374729.000000 Penalty: 1058.960571
	Iteration 24Q: 3 clusters Score -5374729 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -5374724.500000 Penalty: 1058.960571
	Iteration 25Q: 3 clusters Score -5374724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -5374722.500000 Penalty: 1058.960571
	Iteration 26Q: 3 clusters Score -5374722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -5374723.500000 Penalty: 1058.960571
	Iteration 27Q: 3 clusters Score -5374724 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -5374714.000000 Penalty: 1058.960571
	Iteration 28Q: 3 clusters Score -5374714 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -5374704.500000 Penalty: 1058.960571
	Iteration 29Q: 3 clusters Score -5374704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5374699.500000 Penalty: 1058.960571
	Iteration 30Q: 3 clusters Score -5374700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5374694.000000 Penalty: 1058.960571
	Iteration 31Q: 3 clusters Score -5374694 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -5374682.000000 Penalty: 1058.960571
	Iteration 32Q: 3 clusters Score -5374682 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -5374686.500000 Penalty: 1058.960571
	Iteration 33Q: 3 clusters Score -5374686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -5374695.000000 Penalty: 1058.960571
	Iteration 34Q: 3 clusters Score -5374695 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -5374696.500000 Penalty: 1058.960571
	Iteration 35Q: 3 clusters Score -5374696 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5374700.000000 Penalty: 1058.960571
	Iteration 36Q: 3 clusters Score -5374700 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -5374687.500000 Penalty: 1058.960571
	Iteration 37Q: 3 clusters Score -5374688 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5374686.000000 Penalty: 1058.960571
	Iteration 38Q: 3 clusters Score -5374686 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5374710.000000 Penalty: 1058.960571
	Iteration 39Q: 3 clusters Score -5374710 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -5374719.000000 Penalty: 1058.960571
	Iteration 40F: 3 clusters Score -5374719 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -5374731.000000 Penalty: 1058.960571
	Iteration 41Q: 3 clusters Score -5374731 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -5374738.500000 Penalty: 1058.960571
	Iteration 42Q: 3 clusters Score -5374738 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -5374750.000000 Penalty: 1058.960571
	Iteration 43Q: 3 clusters Score -5374750 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -5374735.500000 Penalty: 1058.960571
	Iteration 44Q: 3 clusters Score -5374736 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -5374743.000000 Penalty: 1058.960571
	Iteration 45Q: 3 clusters Score -5374743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -5374756.000000 Penalty: 1058.960571
	Iteration 46Q: 3 clusters Score -5374756 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -5374762.000000 Penalty: 1058.960571
	Iteration 47Q: 3 clusters Score -5374762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -5374782.000000 Penalty: 1058.960571
	Iteration 48Q: 3 clusters Score -5374782 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -5374776.000000 Penalty: 1058.960571
	Iteration 49Q: 3 clusters Score -5374776 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -5374789.000000 Penalty: 1058.960571
	Iteration 50Q: 3 clusters Score -5374789 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5374803.500000 Penalty: 1058.960571
	Iteration 51Q: 3 clusters Score -5374804 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -5374811.500000 Penalty: 1058.960571
	Iteration 52Q: 3 clusters Score -5374812 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -5374833.500000 Penalty: 1058.960571
	Iteration 53Q: 3 clusters Score -5374834 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -5374828.000000 Penalty: 1058.960571
	Iteration 54Q: 3 clusters Score -5374828 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5374857.000000 Penalty: 1058.960571
	Iteration 55Q: 3 clusters Score -5374857 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -5374880.000000 Penalty: 1058.960571
	Iteration 56Q: 3 clusters Score -5374880 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -5374903.000000 Penalty: 1058.960571
	Iteration 57Q: 3 clusters Score -5374903 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -5374898.000000 Penalty: 1058.960571
	Iteration 58Q: 3 clusters Score -5374898 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -5374909.000000 Penalty: 1058.960571
	Iteration 59Q: 3 clusters Score -5374909 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -5374912.500000 Penalty: 1058.960571
	Iteration 60F: 3 clusters Score -5374912 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -5374931.500000 Penalty: 1058.960571
	Iteration 61Q: 3 clusters Score -5374932 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -5374910.000000 Penalty: 1058.960571
	Iteration 62Q: 3 clusters Score -5374910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -5374931.000000 Penalty: 1058.960571
	Iteration 63Q: 3 clusters Score -5374931 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79433 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -5374956.000000 Penalty: 1058.960571
	Iteration 64Q: 3 clusters Score -5374956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -5374960.000000 Penalty: 1058.960571
	Iteration 65Q: 3 clusters Score -5374960 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79654 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -5374964.500000 Penalty: 1058.960571
	Iteration 66Q: 3 clusters Score -5374964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -5374956.000000 Penalty: 1058.960571
	Iteration 67Q: 3 clusters Score -5374956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -5374956.500000 Penalty: 1058.960571
	Iteration 68Q: 3 clusters Score -5374956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5374957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -5374959.000000 Penalty: 1058.960571
	Iteration 70Q: 3 clusters Score -5374959 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -5374969.000000 Penalty: 1058.960571
	Iteration 71Q: 3 clusters Score -5374969 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5374978 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5374986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5374980 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80515 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -5374996.000000 Penalty: 1058.960571
	Iteration 75Q: 3 clusters Score -5374996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5374995 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5374990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5374984 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5374974 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5374978 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5374988 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5374996 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5375008 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -5375012.000000 Penalty: 1058.960571
	Iteration 84Q: 3 clusters Score -5375012 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5375007 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -5375016.000000 Penalty: 1058.960571
	Iteration 86Q: 3 clusters Score -5375016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -5375038.500000 Penalty: 1058.960571
	Iteration 87Q: 3 clusters Score -5375038 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5375034 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -5375026.500000 Penalty: 1058.960571
	Iteration 89Q: 3 clusters Score -5375026 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5375060 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5375084 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -5375100.000000 Penalty: 1058.960571
	Iteration 92Q: 3 clusters Score -5375100 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -5375121.000000 Penalty: 1058.960571
	Iteration 93Q: 3 clusters Score -5375121 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83031 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -5375142.000000 Penalty: 1058.960571
	Iteration 94Q: 3 clusters Score -5375142 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -5375157.500000 Penalty: 1058.960571
	Iteration 95Q: 3 clusters Score -5375158 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -5375164.000000 Penalty: 1058.960571
	Iteration 96Q: 3 clusters Score -5375164 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -5375170.000000 Penalty: 1058.960571
	Iteration 97Q: 3 clusters Score -5375170 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -5375183.000000 Penalty: 1058.960571
	Iteration 98Q: 3 clusters Score -5375183 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5375188 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -5375188.000000 Penalty: 1058.960571
	Iteration 100F: 3 clusters Score -5375188 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -5375195.500000 Penalty: 1058.960571
	Iteration 101Q: 3 clusters Score -5375196 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -5375210.500000 Penalty: 1058.960571
	Iteration 102Q: 3 clusters Score -5375210 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -5375229.000000 Penalty: 1058.960571
	Iteration 103Q: 3 clusters Score -5375229 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -5375233.500000 Penalty: 1058.960571
	Iteration 104Q: 3 clusters Score -5375234 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -5375245.500000 Penalty: 1058.960571
	Iteration 105Q: 3 clusters Score -5375246 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -5375261.500000 Penalty: 1058.960571
	Iteration 106Q: 3 clusters Score -5375262 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85747 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -5375273.000000 Penalty: 1058.960571
	Iteration 107Q: 3 clusters Score -5375273 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -5375266.500000 Penalty: 1058.960571
	Iteration 108Q: 3 clusters Score -5375266 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -5375286.500000 Penalty: 1058.960571
	Iteration 109Q: 3 clusters Score -5375286 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -5375304.500000 Penalty: 1058.960571
	Iteration 110Q: 3 clusters Score -5375304 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -5375319.000000 Penalty: 1058.960571
	Iteration 111Q: 3 clusters Score -5375319 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -5375333.000000 Penalty: 1058.960571
	Iteration 112Q: 3 clusters Score -5375333 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87097 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -5375344.000000 Penalty: 1058.960571
	Iteration 113Q: 3 clusters Score -5375344 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -5375365.000000 Penalty: 1058.960571
	Iteration 114Q: 3 clusters Score -5375365 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -5375355.500000 Penalty: 1058.960571
	Iteration 115Q: 3 clusters Score -5375356 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87904 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -5375369.000000 Penalty: 1058.960571
	Iteration 116Q: 3 clusters Score -5375369 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88155 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -5375404.000000 Penalty: 1058.960571
	Iteration 117Q: 3 clusters Score -5375404 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88430 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -5375441.500000 Penalty: 1058.960571
	Iteration 118Q: 3 clusters Score -5375442 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88701 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5375456 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -5375495.500000 Penalty: 1058.960571
	Iteration 120F: 3 clusters Score -5375496 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -5375504.000000 Penalty: 1058.960571
	Iteration 121Q: 3 clusters Score -5375504 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -5375526.000000 Penalty: 1058.960571
	Iteration 122Q: 3 clusters Score -5375526 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89705 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -5375543.500000 Penalty: 1058.960571
	Iteration 123Q: 3 clusters Score -5375544 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5375563.500000 Penalty: 1058.960571
	Iteration 124Q: 3 clusters Score -5375564 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5375544 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90435 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -5375556.000000 Penalty: 1058.960571
	Iteration 126Q: 3 clusters Score -5375556 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -5375603.000000 Penalty: 1058.960571
	Iteration 127Q: 3 clusters Score -5375603 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -5375629.500000 Penalty: 1058.960571
	Iteration 128Q: 3 clusters Score -5375630 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -5375648.000000 Penalty: 1058.960571
	Iteration 129Q: 3 clusters Score -5375648 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91549 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5375678 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -5375694.500000 Penalty: 1058.960571
	Iteration 131Q: 3 clusters Score -5375694 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -5375724.000000 Penalty: 1058.960571
	Iteration 132Q: 3 clusters Score -5375724 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92487 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -5375734.000000 Penalty: 1058.960571
	Iteration 133Q: 3 clusters Score -5375734 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5375768 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93120 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -5375795.500000 Penalty: 1058.960571
	Iteration 135Q: 3 clusters Score -5375796 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -5375815.000000 Penalty: 1058.960571
	Iteration 136Q: 3 clusters Score -5375815 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -5375833.500000 Penalty: 1058.960571
	Iteration 137Q: 3 clusters Score -5375834 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93928 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -5375867.500000 Penalty: 1058.960571
	Iteration 138Q: 3 clusters Score -5375868 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -5375892.500000 Penalty: 1058.960571
	Iteration 139Q: 3 clusters Score -5375892 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -5375944.000000 Penalty: 1058.960571
	Iteration 140F: 3 clusters Score -5375944 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -5375963.500000 Penalty: 1058.960571
	Iteration 141Q: 3 clusters Score -5375964 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -5375985.000000 Penalty: 1058.960571
	Iteration 142Q: 3 clusters Score -5375985 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -5376009.000000 Penalty: 1058.960571
	Iteration 143Q: 3 clusters Score -5376009 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -5376018.500000 Penalty: 1058.960571
	Iteration 144Q: 3 clusters Score -5376018 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95781 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -5376028.000000 Penalty: 1058.960571
	Iteration 145Q: 3 clusters Score -5376028 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -5376064.500000 Penalty: 1058.960571
	Iteration 146Q: 3 clusters Score -5376064 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -5376114.500000 Penalty: 1058.960571
	Iteration 147Q: 3 clusters Score -5376114 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96609 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5376122.000000 Penalty: 1058.960571
	Iteration 148Q: 3 clusters Score -5376122 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96881 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -5376167.500000 Penalty: 1058.960571
	Iteration 149Q: 3 clusters Score -5376168 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5376201.500000 Penalty: 1058.960571
	Iteration 150Q: 3 clusters Score -5376202 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -5376235.000000 Penalty: 1058.960571
	Iteration 151Q: 3 clusters Score -5376235 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -5376248.500000 Penalty: 1058.960571
	Iteration 152Q: 3 clusters Score -5376248 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97986 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5376291.000000 Penalty: 1058.960571
	Iteration 153Q: 3 clusters Score -5376291 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -5376336.000000 Penalty: 1058.960571
	Iteration 154Q: 3 clusters Score -5376336 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98509 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -5376376.500000 Penalty: 1058.960571
	Iteration 155Q: 3 clusters Score -5376376 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -5376422.500000 Penalty: 1058.960571
	Iteration 156Q: 3 clusters Score -5376422 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -5376445.000000 Penalty: 1058.960571
	Iteration 157Q: 3 clusters Score -5376445 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99392 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5376464 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -5376504.500000 Penalty: 1058.960571
	Iteration 159Q: 3 clusters Score -5376504 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -5376543.000000 Penalty: 1058.960571
	Iteration 160F: 3 clusters Score -5376543 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -5376614.500000 Penalty: 1058.960571
	Iteration 161Q: 3 clusters Score -5376614 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -5376717.000000 Penalty: 1058.960571
	Iteration 162Q: 3 clusters Score -5376717 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -5376780.000000 Penalty: 1058.960571
	Iteration 163Q: 3 clusters Score -5376780 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -5376880.500000 Penalty: 1058.960571
	Iteration 164Q: 3 clusters Score -5376880 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102174 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -5376954.500000 Penalty: 1058.960571
	Iteration 165Q: 3 clusters Score -5376954 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102630 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -5377014.000000 Penalty: 1058.960571
	Iteration 166Q: 3 clusters Score -5377014 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -5377107.000000 Penalty: 1058.960571
	Iteration 167Q: 3 clusters Score -5377107 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103593 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -5377219.500000 Penalty: 1058.960571
	Iteration 168Q: 3 clusters Score -5377220 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -5377314.500000 Penalty: 1058.960571
	Iteration 169Q: 3 clusters Score -5377314 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104500 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -5377401.500000 Penalty: 1058.960571
	Iteration 170Q: 3 clusters Score -5377402 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104929 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -5377516.000000 Penalty: 1058.960571
	Iteration 171Q: 3 clusters Score -5377516 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -5377588.500000 Penalty: 1058.960571
	Iteration 172Q: 3 clusters Score -5377588 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105752 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -5377661.000000 Penalty: 1058.960571
	Iteration 173Q: 3 clusters Score -5377661 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -5377725.500000 Penalty: 1058.960571
	Iteration 174Q: 3 clusters Score -5377726 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5377795.500000 Penalty: 1058.960571
	Iteration 175Q: 3 clusters Score -5377796 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5377880.500000 Penalty: 1058.960571
	Iteration 176Q: 3 clusters Score -5377880 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -5377967.500000 Penalty: 1058.960571
	Iteration 177Q: 3 clusters Score -5377968 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -5378020.500000 Penalty: 1058.960571
	Iteration 178Q: 3 clusters Score -5378020 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5378086.000000 Penalty: 1058.960571
	Iteration 179Q: 3 clusters Score -5378086 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108130 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -5378155.000000 Penalty: 1058.960571
	Iteration 180F: 3 clusters Score -5378155 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108390 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -5378208.000000 Penalty: 1058.960571
	Iteration 181Q: 3 clusters Score -5378208 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108648 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5378254.500000 Penalty: 1058.960571
	Iteration 182Q: 3 clusters Score -5378254 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5378302.500000 Penalty: 1058.960571
	Iteration 183Q: 3 clusters Score -5378302 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109134 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -5378377.500000 Penalty: 1058.960571
	Iteration 184Q: 3 clusters Score -5378378 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109345 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -5378420.500000 Penalty: 1058.960571
	Iteration 185Q: 3 clusters Score -5378420 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5378460.500000 Penalty: 1058.960571
	Iteration 186Q: 3 clusters Score -5378460 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109718 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -5378478.500000 Penalty: 1058.960571
	Iteration 187Q: 3 clusters Score -5378478 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5378510.000000 Penalty: 1058.960571
	Iteration 188Q: 3 clusters Score -5378510 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110038 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5378520.500000 Penalty: 1058.960571
	Iteration 189Q: 3 clusters Score -5378520 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110182 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5378548.500000 Penalty: 1058.960571
	Iteration 190Q: 3 clusters Score -5378548 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110310 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5378573.500000 Penalty: 1058.960571
	Iteration 191Q: 3 clusters Score -5378574 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5378605.000000 Penalty: 1058.960571
	Iteration 192Q: 3 clusters Score -5378605 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5378634.000000 Penalty: 1058.960571
	Iteration 193Q: 3 clusters Score -5378634 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5378649.500000 Penalty: 1058.960571
	Iteration 194Q: 3 clusters Score -5378650 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5378650.500000 Penalty: 1058.960571
	Iteration 195Q: 3 clusters Score -5378650 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110806 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5378663.500000 Penalty: 1058.960571
	Iteration 196Q: 3 clusters Score -5378664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110877 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5378678.500000 Penalty: 1058.960571
	Iteration 197Q: 3 clusters Score -5378678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110937 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5378685.000000 Penalty: 1058.960571
	Iteration 198Q: 3 clusters Score -5378685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110994 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5378695.500000 Penalty: 1058.960571
	Iteration 199Q: 3 clusters Score -5378696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111033 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5378699.000000 Penalty: 1058.960571
	Iteration 200F: 3 clusters Score -5378699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5378702.000000 Penalty: 1058.960571
	Iteration 201Q: 3 clusters Score -5378702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111095 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5378705.000000 Penalty: 1058.960571
	Iteration 202Q: 3 clusters Score -5378705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111110 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5378702.000000 Penalty: 1058.960571
	Iteration 203Q: 3 clusters Score -5378702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111122 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5378708.000000 Penalty: 1058.960571
	Iteration 204Q: 3 clusters Score -5378708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111131 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5378708.000000 Penalty: 1058.960571
	Iteration 205Q: 3 clusters Score -5378708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111142 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5378706.000000 Penalty: 1058.960571
	Iteration 206Q: 3 clusters Score -5378706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111153 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5378709.500000 Penalty: 1058.960571
	Iteration 207Q: 3 clusters Score -5378710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111170 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5378707.500000 Penalty: 1058.960571
	Iteration 208Q: 3 clusters Score -5378708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111184 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5378708.000000 Penalty: 1058.960571
	Iteration 209Q: 3 clusters Score -5378708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111201 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5378716.000000 Penalty: 1058.960571
	Iteration 210Q: 3 clusters Score -5378716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5378716.000000 Penalty: 1058.960571
	Iteration 211Q: 3 clusters Score -5378716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5378716.500000 Penalty: 1058.960571
	Iteration 212Q: 3 clusters Score -5378716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5378721.500000 Penalty: 1058.960571
	Iteration 213Q: 3 clusters Score -5378722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111278 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5378729.500000 Penalty: 1058.960571
	Iteration 214Q: 3 clusters Score -5378730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5378727.000000 Penalty: 1058.960571
	Iteration 215Q: 3 clusters Score -5378727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111306 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5378722.500000 Penalty: 1058.960571
	Iteration 216Q: 3 clusters Score -5378722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5378726.500000 Penalty: 1058.960571
	Iteration 217Q: 3 clusters Score -5378726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111347 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5378723.500000 Penalty: 1058.960571
	Iteration 218Q: 3 clusters Score -5378724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111367 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5378727.000000 Penalty: 1058.960571
	Iteration 219Q: 3 clusters Score -5378727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111393 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5378736.000000 Penalty: 1058.960571
	Iteration 220F: 3 clusters Score -5378736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5378746.000000 Penalty: 1058.960571
	Iteration 221Q: 3 clusters Score -5378746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5378746.000000 Penalty: 1058.960571
	Iteration 222Q: 3 clusters Score -5378746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5378748.000000 Penalty: 1058.960571
	Iteration 223Q: 3 clusters Score -5378748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111494 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5378746.000000 Penalty: 1058.960571
	Iteration 224Q: 3 clusters Score -5378746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111511 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5378744.500000 Penalty: 1058.960571
	Iteration 225Q: 3 clusters Score -5378744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111524 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5378733.500000 Penalty: 1058.960571
	Iteration 226Q: 3 clusters Score -5378734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5378736.500000 Penalty: 1058.960571
	Iteration 227Q: 3 clusters Score -5378736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111540 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5378732.500000 Penalty: 1058.960571
	Iteration 228Q: 3 clusters Score -5378732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5378736.000000 Penalty: 1058.960571
	Iteration 229Q: 3 clusters Score -5378736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111544 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5378736.500000 Penalty: 1058.960571
	Iteration 230Q: 3 clusters Score -5378736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5378736.000000 Penalty: 1058.960571
	Iteration 231Q: 3 clusters Score -5378736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111549 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5378738.000000 Penalty: 1058.960571
	Iteration 232Q: 3 clusters Score -5378738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111551 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5378740.500000 Penalty: 1058.960571
	Iteration 233Q: 3 clusters Score -5378740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111552 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5378740.500000 Penalty: 1058.960571
	Iteration 234Q: 3 clusters Score -5378740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111552 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5378740.500000 Penalty: 1058.960571
	Iteration 235F: 3 clusters Score -5378740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 208021 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 111552 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 230403 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 159705 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 2395 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 1650 members 
Entering Unmasked Estep 
Score: -90587720.000000 Penalty: 21099.378906
Splitting cluster 13 changes total score from -90585640.000000 to -90587720.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (219545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219545 members 
Entering Unmasked Estep 
Score: -10329165.000000 Penalty: 559.618713
	Iteration 0F: 2 clusters Score -1.032916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 110267 members 
Entering Unmasked Estep 
Score: -10183229.000000 Penalty: 1119.237427
	Iteration 0F: 3 clusters Score -1.018323e+07 nChanged 108144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 142345 members 
Entering Unmasked Estep 
Score: -10256613.000000 Penalty: 1119.237427
	Iteration 1F: 3 clusters Score -1.025661e+07 nChanged 17403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 159410 members 
Entering Unmasked Estep 
Score: -10268886.000000 Penalty: 1119.237427
	Iteration 2F: 3 clusters Score -1.026889e+07 nChanged 21080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 180402 members 
Entering Unmasked Estep 
Score: -10288802.000000 Penalty: 1119.237427
	Iteration 3F: 3 clusters Score -1.02888e+07 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 200715 members 
Entering Unmasked Estep 
Score: -10310874.000000 Penalty: 1119.237427
	Iteration 4F: 3 clusters Score -1.031087e+07 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 213448 members 
Entering Unmasked Estep 
Score: -10324524.000000 Penalty: 1119.237427
	Iteration 5F: 3 clusters Score -1.032452e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 218135 members 
Entering Unmasked Estep 
Score: -10327983.000000 Penalty: 1119.237427
	Iteration 6Q: 3 clusters Score -1.032798e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 219173 members 
Entering Unmasked Estep 
Score: -10328556.000000 Penalty: 1119.237427
	Iteration 7Q: 3 clusters Score -1.032856e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 219373 members 
Entering Unmasked Estep 
Score: -10328671.000000 Penalty: 1119.237427
	Iteration 8Q: 3 clusters Score -1.032867e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 219430 members 
Entering Unmasked Estep 
Score: -10328725.000000 Penalty: 1119.237427
	Iteration 9Q: 3 clusters Score -1.032872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 219447 members 
Entering Unmasked Estep 
Score: -10328759.000000 Penalty: 1119.237427
	Iteration 10Q: 3 clusters Score -1.032876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 219452 members 
Entering Unmasked Estep 
Score: -10328780.000000 Penalty: 1119.237427
	Iteration 11Q: 3 clusters Score -1.032878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 219454 members 
Entering Unmasked Estep 
Score: -10328786.000000 Penalty: 1119.237427
	Iteration 12Q: 3 clusters Score -1.032879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 219458 members 
Entering Unmasked Estep 
Score: -10328789.000000 Penalty: 1119.237427
	Iteration 13Q: 3 clusters Score -1.032879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 219456 members 
Entering Unmasked Estep 
Score: -10328788.000000 Penalty: 1119.237427
	Iteration 14Q: 3 clusters Score -1.032879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 219453 members 
Entering Unmasked Estep 
Score: -10328794.000000 Penalty: 1119.237427
	Iteration 15Q: 3 clusters Score -1.032879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 219454 members 
Entering Unmasked Estep 
Score: -10328795.000000 Penalty: 1119.237427
	Iteration 16Q: 3 clusters Score -1.03288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 219451 members 
Entering Unmasked Estep 
Score: -10328790.000000 Penalty: 1119.237427
	Iteration 17Q: 3 clusters Score -1.032879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 219451 members 
Entering Unmasked Estep 
Score: -10328787.000000 Penalty: 1119.237427
	Iteration 18Q: 3 clusters Score -1.032879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 219450 members 
Entering Unmasked Estep 
Score: -10328797.000000 Penalty: 1119.237427
	Iteration 19Q: 3 clusters Score -1.03288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 219451 members 
Entering Unmasked Estep 
Score: -10328800.000000 Penalty: 1119.237427
	Iteration 20F: 3 clusters Score -1.03288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 219450 members 
Entering Unmasked Estep 
Score: -10328797.000000 Penalty: 1119.237427
	Iteration 21Q: 3 clusters Score -1.03288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 219450 members 
Entering Unmasked Estep 
Score: -10328797.000000 Penalty: 1119.237427
	Iteration 22F: 3 clusters Score -1.03288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (113804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113804 members 
Entering Unmasked Estep 
Score: -5731754.500000 Penalty: 529.721619
	Iteration 0F: 2 clusters Score -5731754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -5655147.000000 Penalty: 1059.443237
	Iteration 0F: 3 clusters Score -5655147 nChanged 55715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -5689818.500000 Penalty: 1059.443237
	Iteration 1F: 3 clusters Score -5689818 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -5691533.000000 Penalty: 1059.443237
	Iteration 2Q: 3 clusters Score -5691533 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -5694362.000000 Penalty: 1059.443237
	Iteration 3F: 3 clusters Score -5694362 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -5698913.500000 Penalty: 1059.443237
	Iteration 4F: 3 clusters Score -5698914 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -5705431.500000 Penalty: 1059.443237
	Iteration 5F: 3 clusters Score -5705432 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -5711823.500000 Penalty: 1059.443237
	Iteration 6F: 3 clusters Score -5711824 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -5715316.500000 Penalty: 1059.443237
	Iteration 7F: 3 clusters Score -5715316 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -5716534.000000 Penalty: 1059.443237
	Iteration 8Q: 3 clusters Score -5716534 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 71329 members 
Entering Unmasked Estep 
Score: -5717263.500000 Penalty: 1059.443237
	Iteration 9Q: 3 clusters Score -5717264 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -5717805.500000 Penalty: 1059.443237
	Iteration 10Q: 3 clusters Score -5717806 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -5718327.000000 Penalty: 1059.443237
	Iteration 11Q: 3 clusters Score -5718327 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -5718874.500000 Penalty: 1059.443237
	Iteration 12Q: 3 clusters Score -5718874 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -5719299.000000 Penalty: 1059.443237
	Iteration 13Q: 3 clusters Score -5719299 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -5719686.500000 Penalty: 1059.443237
	Iteration 14Q: 3 clusters Score -5719686 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -5719972.000000 Penalty: 1059.443237
	Iteration 15Q: 3 clusters Score -5719972 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
Score: -5720188.500000 Penalty: 1059.443237
	Iteration 16Q: 3 clusters Score -5720188 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -5720397.000000 Penalty: 1059.443237
	Iteration 17Q: 3 clusters Score -5720397 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -5720572.500000 Penalty: 1059.443237
	Iteration 18Q: 3 clusters Score -5720572 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -5720627.000000 Penalty: 1059.443237
	Iteration 19Q: 3 clusters Score -5720627 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -5720698.000000 Penalty: 1059.443237
	Iteration 20F: 3 clusters Score -5720698 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -5720761.500000 Penalty: 1059.443237
	Iteration 21Q: 3 clusters Score -5720762 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -5720835.000000 Penalty: 1059.443237
	Iteration 22Q: 3 clusters Score -5720835 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 73693 members 
Entering Unmasked Estep 
Score: -5720825.500000 Penalty: 1059.443237
	Iteration 23Q: 3 clusters Score -5720826 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 73563 members 
Entering Unmasked Estep 
Score: -5720826.000000 Penalty: 1059.443237
	Iteration 24Q: 3 clusters Score -5720826 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 73397 members 
Entering Unmasked Estep 
Score: -5720844.500000 Penalty: 1059.443237
	Iteration 25Q: 3 clusters Score -5720844 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -5720855.000000 Penalty: 1059.443237
	Iteration 26Q: 3 clusters Score -5720855 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 73085 members 
Entering Unmasked Estep 
Score: -5720868.000000 Penalty: 1059.443237
	Iteration 27Q: 3 clusters Score -5720868 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -5720846.000000 Penalty: 1059.443237
	Iteration 28Q: 3 clusters Score -5720846 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -5720853.000000 Penalty: 1059.443237
	Iteration 29Q: 3 clusters Score -5720853 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -5720838.500000 Penalty: 1059.443237
	Iteration 30Q: 3 clusters Score -5720838 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -5720840.000000 Penalty: 1059.443237
	Iteration 31Q: 3 clusters Score -5720840 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -5720837.500000 Penalty: 1059.443237
	Iteration 32Q: 3 clusters Score -5720838 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -5720827.500000 Penalty: 1059.443237
	Iteration 33Q: 3 clusters Score -5720828 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -5720830.500000 Penalty: 1059.443237
	Iteration 34Q: 3 clusters Score -5720830 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -5720829.000000 Penalty: 1059.443237
	Iteration 35Q: 3 clusters Score -5720829 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -5720831.500000 Penalty: 1059.443237
	Iteration 36Q: 3 clusters Score -5720832 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -5720811.500000 Penalty: 1059.443237
	Iteration 37Q: 3 clusters Score -5720812 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -5720806.500000 Penalty: 1059.443237
	Iteration 38Q: 3 clusters Score -5720806 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -5720778.500000 Penalty: 1059.443237
	Iteration 39Q: 3 clusters Score -5720778 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -5720788.500000 Penalty: 1059.443237
	Iteration 40F: 3 clusters Score -5720788 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -5720783.500000 Penalty: 1059.443237
	Iteration 41Q: 3 clusters Score -5720784 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -5720771.500000 Penalty: 1059.443237
	Iteration 42Q: 3 clusters Score -5720772 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -5720763.500000 Penalty: 1059.443237
	Iteration 43Q: 3 clusters Score -5720764 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -5720773.500000 Penalty: 1059.443237
	Iteration 44Q: 3 clusters Score -5720774 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -5720774.000000 Penalty: 1059.443237
	Iteration 45Q: 3 clusters Score -5720774 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -5720753.000000 Penalty: 1059.443237
	Iteration 46Q: 3 clusters Score -5720753 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -5720754.000000 Penalty: 1059.443237
	Iteration 47Q: 3 clusters Score -5720754 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -5720757.500000 Penalty: 1059.443237
	Iteration 48Q: 3 clusters Score -5720758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
Score: -5720752.000000 Penalty: 1059.443237
	Iteration 49Q: 3 clusters Score -5720752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -5720748.500000 Penalty: 1059.443237
	Iteration 50Q: 3 clusters Score -5720748 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -5720748.500000 Penalty: 1059.443237
	Iteration 51Q: 3 clusters Score -5720748 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -5720753.500000 Penalty: 1059.443237
	Iteration 52Q: 3 clusters Score -5720754 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -5720721.500000 Penalty: 1059.443237
	Iteration 53Q: 3 clusters Score -5720722 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -5720710.500000 Penalty: 1059.443237
	Iteration 54Q: 3 clusters Score -5720710 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -5720730.000000 Penalty: 1059.443237
	Iteration 55Q: 3 clusters Score -5720730 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -5720731.500000 Penalty: 1059.443237
	Iteration 56Q: 3 clusters Score -5720732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -5720723.000000 Penalty: 1059.443237
	Iteration 57Q: 3 clusters Score -5720723 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -5720717.000000 Penalty: 1059.443237
	Iteration 58Q: 3 clusters Score -5720717 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -5720708.500000 Penalty: 1059.443237
	Iteration 59Q: 3 clusters Score -5720708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -5720696.000000 Penalty: 1059.443237
	Iteration 60F: 3 clusters Score -5720696 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -5720695.500000 Penalty: 1059.443237
	Iteration 61Q: 3 clusters Score -5720696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -5720696.000000 Penalty: 1059.443237
	Iteration 62Q: 3 clusters Score -5720696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -5720692.000000 Penalty: 1059.443237
	Iteration 63Q: 3 clusters Score -5720692 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -5720693.500000 Penalty: 1059.443237
	Iteration 64Q: 3 clusters Score -5720694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -5720671.500000 Penalty: 1059.443237
	Iteration 65Q: 3 clusters Score -5720672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -5720670.500000 Penalty: 1059.443237
	Iteration 66Q: 3 clusters Score -5720670 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -5720651.500000 Penalty: 1059.443237
	Iteration 67Q: 3 clusters Score -5720652 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -5720651.500000 Penalty: 1059.443237
	Iteration 68Q: 3 clusters Score -5720652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -5720650.000000 Penalty: 1059.443237
	Iteration 69Q: 3 clusters Score -5720650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -5720643.500000 Penalty: 1059.443237
	Iteration 70Q: 3 clusters Score -5720644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -5720625.000000 Penalty: 1059.443237
	Iteration 71Q: 3 clusters Score -5720625 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -5720631.500000 Penalty: 1059.443237
	Iteration 72Q: 3 clusters Score -5720632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -5720634.500000 Penalty: 1059.443237
	Iteration 73Q: 3 clusters Score -5720634 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -5720640.500000 Penalty: 1059.443237
	Iteration 74Q: 3 clusters Score -5720640 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -5720647.000000 Penalty: 1059.443237
	Iteration 75Q: 3 clusters Score -5720647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -5720641.000000 Penalty: 1059.443237
	Iteration 76Q: 3 clusters Score -5720641 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -5720636.500000 Penalty: 1059.443237
	Iteration 77Q: 3 clusters Score -5720636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -5720627.000000 Penalty: 1059.443237
	Iteration 78Q: 3 clusters Score -5720627 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -5720602.500000 Penalty: 1059.443237
	Iteration 79Q: 3 clusters Score -5720602 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 66966 members 
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Mstep: Class 2 contains 66834 members 
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Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 66695 members 
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Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 66370 members 
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Mstep: Class 1 contains 47627 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47821 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 65644 members 
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Mstep: Class 1 contains 48451 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 48757 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 48906 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 64745 members 
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Mstep: Class 1 contains 49227 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49381 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 64105 members 
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Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 63948 members 
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Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 63500 members 
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Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 62942 members 
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Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51193 members 
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Mstep: Class 2 contains 62435 members 
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Mstep: Class 1 contains 51530 members 
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Mstep: Class 1 contains 51693 members 
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Mstep: Class 1 contains 51876 members 
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Mstep: Class 2 contains 61547 members 
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Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 61125 members 
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Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 60877 members 
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Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 60640 members 
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Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 60095 members 
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Mstep: Class 1 contains 53982 members 
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Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 59134 members 
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Mstep: Class 1 contains 55067 members 
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Mstep: Class 2 contains 58281 members 
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Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 57788 members 
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Mstep: Class 1 contains 57168 members 
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	Iteration 130Q: 3 clusters Score -5720618 nChanged 603
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Mstep: Class 1 contains 57771 members 
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Mstep: Class 1 contains 59120 members 
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	Iteration 133Q: 3 clusters Score -5720606 nChanged 708
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Mstep: Class 2 contains 53213 members 
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	Iteration 137Q: 3 clusters Score -5720780 nChanged 811
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Mstep: Class 1 contains 63063 members 
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	Iteration 138Q: 3 clusters Score -5720798 nChanged 803
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Mstep: Class 1 contains 63866 members 
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	Iteration 139Q: 3 clusters Score -5720840 nChanged 806
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Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 49132 members 
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	Iteration 140F: 3 clusters Score -5720860 nChanged 849
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Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 48283 members 
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Mstep: Class 1 contains 66439 members 
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	Iteration 142Q: 3 clusters Score -5721021 nChanged 952
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Mstep: Class 1 contains 67391 members 
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Mstep: Class 1 contains 69447 members 
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	Iteration 145Q: 3 clusters Score -5721250 nChanged 1121
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	Iteration 146Q: 3 clusters Score -5721323 nChanged 1261
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Mstep: Class 1 contains 71829 members 
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Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 40676 members 
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	Iteration 148Q: 3 clusters Score -5721636 nChanged 1343
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Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 39333 members 
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Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 37948 members 
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Mstep: Class 1 contains 77270 members 
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	Iteration 151Q: 3 clusters Score -5722173 nChanged 1467
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Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 35067 members 
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Mstep: Class 1 contains 80244 members 
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	Iteration 153Q: 3 clusters Score -5722550 nChanged 1577
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Mstep: Class 1 contains 83461 members 
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	Iteration 160F: 3 clusters Score -5724849 nChanged 1820
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	Iteration 168Q: 3 clusters Score -5728938 nChanged 1134
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	Iteration 170Q: 3 clusters Score -5729592 nChanged 824
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	Iteration 171Q: 3 clusters Score -5729870 nChanged 685
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Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5730108.500000 Penalty: 1059.443237
	Iteration 172Q: 3 clusters Score -5730108 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109844 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5730268.500000 Penalty: 1059.443237
	Iteration 173Q: 3 clusters Score -5730268 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110375 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5730394.000000 Penalty: 1059.443237
	Iteration 174Q: 3 clusters Score -5730394 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5730523.000000 Penalty: 1059.443237
	Iteration 175Q: 3 clusters Score -5730523 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5730638.500000 Penalty: 1059.443237
	Iteration 176Q: 3 clusters Score -5730638 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5730738.500000 Penalty: 1059.443237
	Iteration 177Q: 3 clusters Score -5730738 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111781 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5730833.500000 Penalty: 1059.443237
	Iteration 178Q: 3 clusters Score -5730834 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5730904.000000 Penalty: 1059.443237
	Iteration 179Q: 3 clusters Score -5730904 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112207 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5730959.000000 Penalty: 1059.443237
	Iteration 180F: 3 clusters Score -5730959 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112378 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5731016.500000 Penalty: 1059.443237
	Iteration 181Q: 3 clusters Score -5731016 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112521 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5731051.500000 Penalty: 1059.443237
	Iteration 182Q: 3 clusters Score -5731052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112633 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5731087.000000 Penalty: 1059.443237
	Iteration 183Q: 3 clusters Score -5731087 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5731119.500000 Penalty: 1059.443237
	Iteration 184Q: 3 clusters Score -5731120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112825 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5731159.500000 Penalty: 1059.443237
	Iteration 185Q: 3 clusters Score -5731160 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112905 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5731183.000000 Penalty: 1059.443237
	Iteration 186Q: 3 clusters Score -5731183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112974 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5731208.000000 Penalty: 1059.443237
	Iteration 187Q: 3 clusters Score -5731208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113029 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5731237.500000 Penalty: 1059.443237
	Iteration 188Q: 3 clusters Score -5731238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113076 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5731240.500000 Penalty: 1059.443237
	Iteration 189Q: 3 clusters Score -5731240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113109 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5731245.500000 Penalty: 1059.443237
	Iteration 190Q: 3 clusters Score -5731246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113137 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5731259.000000 Penalty: 1059.443237
	Iteration 191Q: 3 clusters Score -5731259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113155 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5731267.500000 Penalty: 1059.443237
	Iteration 192Q: 3 clusters Score -5731268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113174 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5731283.500000 Penalty: 1059.443237
	Iteration 193Q: 3 clusters Score -5731284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113190 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5731290.500000 Penalty: 1059.443237
	Iteration 194Q: 3 clusters Score -5731290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113208 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5731292.000000 Penalty: 1059.443237
	Iteration 195Q: 3 clusters Score -5731292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113220 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5731289.000000 Penalty: 1059.443237
	Iteration 196Q: 3 clusters Score -5731289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113235 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5731295.000000 Penalty: 1059.443237
	Iteration 197Q: 3 clusters Score -5731295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113243 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5731300.000000 Penalty: 1059.443237
	Iteration 198Q: 3 clusters Score -5731300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113251 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5731298.500000 Penalty: 1059.443237
	Iteration 199Q: 3 clusters Score -5731298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113258 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5731302.000000 Penalty: 1059.443237
	Iteration 200F: 3 clusters Score -5731302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5731300.500000 Penalty: 1059.443237
	Iteration 201Q: 3 clusters Score -5731300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5731298.500000 Penalty: 1059.443237
	Iteration 202Q: 3 clusters Score -5731298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5731295.000000 Penalty: 1059.443237
	Iteration 203Q: 3 clusters Score -5731295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113299 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5731300.500000 Penalty: 1059.443237
	Iteration 204Q: 3 clusters Score -5731300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113305 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5731304.500000 Penalty: 1059.443237
	Iteration 205Q: 3 clusters Score -5731304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113307 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5731307.500000 Penalty: 1059.443237
	Iteration 206Q: 3 clusters Score -5731308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113310 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5731306.000000 Penalty: 1059.443237
	Iteration 207Q: 3 clusters Score -5731306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5731309.000000 Penalty: 1059.443237
	Iteration 208Q: 3 clusters Score -5731309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113319 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5731307.000000 Penalty: 1059.443237
	Iteration 209Q: 3 clusters Score -5731307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113324 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5731311.000000 Penalty: 1059.443237
	Iteration 210Q: 3 clusters Score -5731311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5731313.000000 Penalty: 1059.443237
	Iteration 211Q: 3 clusters Score -5731313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113340 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5731314.500000 Penalty: 1059.443237
	Iteration 212Q: 3 clusters Score -5731314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113346 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5731318.500000 Penalty: 1059.443237
	Iteration 213Q: 3 clusters Score -5731318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5731320.500000 Penalty: 1059.443237
	Iteration 214Q: 3 clusters Score -5731320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113354 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5731320.500000 Penalty: 1059.443237
	Iteration 215Q: 3 clusters Score -5731320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113359 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5731327.500000 Penalty: 1059.443237
	Iteration 216Q: 3 clusters Score -5731328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113361 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5731329.000000 Penalty: 1059.443237
	Iteration 217Q: 3 clusters Score -5731329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113361 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5731332.000000 Penalty: 1059.443237
	Iteration 218Q: 3 clusters Score -5731332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113363 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5731332.000000 Penalty: 1059.443237
	Iteration 219Q: 3 clusters Score -5731332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113363 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5731332.000000 Penalty: 1059.443237
	Iteration 220F: 3 clusters Score -5731332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Entering Unmasked Estep 
Score: -141262.140625 Penalty: 371.936157
	Iteration 0F: 2 clusters Score -141262.1 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 1755 members 
Entering Unmasked Estep 
Score: -138839.093750 Penalty: 743.872314
	Iteration 0F: 3 clusters Score -138839.1 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -139856.046875 Penalty: 743.872314
	Iteration 1F: 3 clusters Score -139856 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -140144.937500 Penalty: 743.872314
	Iteration 2F: 3 clusters Score -140144.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -140441.750000 Penalty: 743.872314
	Iteration 3F: 3 clusters Score -140441.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -140649.984375 Penalty: 743.872314
	Iteration 4F: 3 clusters Score -140650 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -140811.359375 Penalty: 743.872314
	Iteration 5F: 3 clusters Score -140811.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -140952.968750 Penalty: 743.872314
	Iteration 6F: 3 clusters Score -140953 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -141098.765625 Penalty: 743.872314
	Iteration 7Q: 3 clusters Score -141098.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -141219.187500 Penalty: 743.872314
	Iteration 8Q: 3 clusters Score -141219.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -141324.953125 Penalty: 743.872314
	Iteration 9Q: 3 clusters Score -141325 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -141393.281250 Penalty: 743.872314
	Iteration 10Q: 3 clusters Score -141393.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -141431.062500 Penalty: 743.872314
	Iteration 11Q: 3 clusters Score -141431.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -141452.734375 Penalty: 743.872314
	Iteration 12Q: 3 clusters Score -141452.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -141466.375000 Penalty: 743.872314
	Iteration 13Q: 3 clusters Score -141466.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -141474.328125 Penalty: 743.872314
	Iteration 14Q: 3 clusters Score -141474.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -141478.437500 Penalty: 743.872314
	Iteration 15Q: 3 clusters Score -141478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -141479.953125 Penalty: 743.872314
	Iteration 16Q: 3 clusters Score -141480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -141479.875000 Penalty: 743.872314
	Iteration 17Q: 3 clusters Score -141479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -141480.515625 Penalty: 743.872314
	Iteration 18Q: 3 clusters Score -141480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -141480.343750 Penalty: 743.872314
	Iteration 19Q: 3 clusters Score -141480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -141482.265625 Penalty: 743.872314
	Iteration 20F: 3 clusters Score -141482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -141482.687500 Penalty: 743.872314
	Iteration 21Q: 3 clusters Score -141482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -141483.531250 Penalty: 743.872314
	Iteration 22Q: 3 clusters Score -141483.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -141483.937500 Penalty: 743.872314
	Iteration 23Q: 3 clusters Score -141483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -141485.390625 Penalty: 743.872314
	Iteration 24Q: 3 clusters Score -141485.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -141487.484375 Penalty: 743.872314
	Iteration 25Q: 3 clusters Score -141487.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -141489.015625 Penalty: 743.872314
	Iteration 26Q: 3 clusters Score -141489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -141490.250000 Penalty: 743.872314
	Iteration 27Q: 3 clusters Score -141490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -141490.953125 Penalty: 743.872314
	Iteration 28Q: 3 clusters Score -141491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -141491.187500 Penalty: 743.872314
	Iteration 29Q: 3 clusters Score -141491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -141491.328125 Penalty: 743.872314
	Iteration 30Q: 3 clusters Score -141491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -141492.078125 Penalty: 743.872314
	Iteration 31Q: 3 clusters Score -141492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -141492.234375 Penalty: 743.872314
	Iteration 32Q: 3 clusters Score -141492.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -141492.234375 Penalty: 743.872314
	Iteration 33F: 3 clusters Score -141492.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 208021 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 111552 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 230403 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 159705 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 2395 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 1650 members 
Mstep: Class 33 contains 1972 members 
Entering Unmasked Estep 
Score: -90587512.000000 Penalty: 21758.734375
Splitting cluster 16 changes total score from -90585640.000000 to -90587512.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -37492.414062 Penalty: 312.016876
	Iteration 0F: 2 clusters Score -37492.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -36895.101562 Penalty: 624.033752
	Iteration 0F: 3 clusters Score -36895.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -37981.453125 Penalty: 624.033752
	Iteration 1F: 3 clusters Score -37981.45 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -38306.300781 Penalty: 624.033752
	Iteration 2F: 3 clusters Score -38306.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -38552.796875 Penalty: 624.033752
	Iteration 3F: 3 clusters Score -38552.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -38700.187500 Penalty: 624.033752
	Iteration 4F: 3 clusters Score -38700.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38779.839844 Penalty: 624.033752
	Iteration 5Q: 3 clusters Score -38779.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38852.472656 Penalty: 624.033752
	Iteration 6Q: 3 clusters Score -38852.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38895.652344 Penalty: 624.033752
	Iteration 7Q: 3 clusters Score -38895.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38905.570312 Penalty: 624.033752
	Iteration 8Q: 3 clusters Score -38905.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -38910.187500 Penalty: 624.033752
	Iteration 9Q: 3 clusters Score -38910.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -38918.558594 Penalty: 624.033752
	Iteration 10Q: 3 clusters Score -38918.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38929.625000 Penalty: 624.033752
	Iteration 11Q: 3 clusters Score -38929.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38939.003906 Penalty: 624.033752
	Iteration 12Q: 3 clusters Score -38939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38941.214844 Penalty: 624.033752
	Iteration 13Q: 3 clusters Score -38941.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38941.777344 Penalty: 624.033752
	Iteration 14Q: 3 clusters Score -38941.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38941.945312 Penalty: 624.033752
	Iteration 15Q: 3 clusters Score -38941.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38942.355469 Penalty: 624.033752
	Iteration 16Q: 3 clusters Score -38942.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38942.207031 Penalty: 624.033752
	Iteration 17Q: 3 clusters Score -38942.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38942.207031 Penalty: 624.033752
	Iteration 18F: 3 clusters Score -38942.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 208021 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 111552 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 230403 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 159705 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 2395 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 1650 members 
Mstep: Class 33 contains 1972 members 
Mstep: Class 34 contains 309 members 
Entering Unmasked Estep 
Score: -90588936.000000 Penalty: 22418.089844
Splitting cluster 17 changes total score from -90585640.000000 to -90588936.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (230403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230403 members 
Entering Unmasked Estep 
Score: -11518217.000000 Penalty: 561.815125
	Iteration 0F: 2 clusters Score -1.151822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114915 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -11384686.000000 Penalty: 1123.630249
	Iteration 0F: 3 clusters Score -1.138469e+07 nChanged 113687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 127201 members 
Entering Unmasked Estep 
Score: -11464004.000000 Penalty: 1123.630249
	Iteration 1F: 3 clusters Score -1.1464e+07 nChanged 17994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98558 members 
Mstep: Class 2 contains 131845 members 
Entering Unmasked Estep 
Score: -11475001.000000 Penalty: 1123.630249
	Iteration 2F: 3 clusters Score -1.1475e+07 nChanged 20658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 134939 members 
Entering Unmasked Estep 
Score: -11491220.000000 Penalty: 1123.630249
	Iteration 3F: 3 clusters Score -1.149122e+07 nChanged 20173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 134022 members 
Entering Unmasked Estep 
Score: -11506490.000000 Penalty: 1123.630249
	Iteration 4F: 3 clusters Score -1.150649e+07 nChanged 14511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 129643 members 
Entering Unmasked Estep 
Score: -11512242.000000 Penalty: 1123.630249
	Iteration 5F: 3 clusters Score -1.151224e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 123662 members 
Entering Unmasked Estep 
Score: -11514102.000000 Penalty: 1123.630249
	Iteration 6Q: 3 clusters Score -1.15141e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 117001 members 
Entering Unmasked Estep 
Score: -11515117.000000 Penalty: 1123.630249
	Iteration 7Q: 3 clusters Score -1.151512e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120702 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -11516129.000000 Penalty: 1123.630249
	Iteration 8Q: 3 clusters Score -1.151613e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128008 members 
Mstep: Class 2 contains 102395 members 
Entering Unmasked Estep 
Score: -11516890.000000 Penalty: 1123.630249
	Iteration 9Q: 3 clusters Score -1.151689e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134917 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -11517501.000000 Penalty: 1123.630249
	Iteration 10Q: 3 clusters Score -1.15175e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141462 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -11517558.000000 Penalty: 1123.630249
	Iteration 11Q: 3 clusters Score -1.151756e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -11517772.000000 Penalty: 1123.630249
	Iteration 12Q: 3 clusters Score -1.151777e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154156 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -11518128.000000 Penalty: 1123.630249
	Iteration 13Q: 3 clusters Score -1.151813e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160568 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -11518621.000000 Penalty: 1123.630249
	Iteration 14Q: 3 clusters Score -1.151862e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167330 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -11521624.000000 Penalty: 1123.630249
	Iteration 15Q: 3 clusters Score -1.152162e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172038 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -11523088.000000 Penalty: 1123.630249
	Iteration 16Q: 3 clusters Score -1.152309e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175763 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -11523930.000000 Penalty: 1123.630249
	Iteration 17Q: 3 clusters Score -1.152393e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178878 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -11524642.000000 Penalty: 1123.630249
	Iteration 18Q: 3 clusters Score -1.152464e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181596 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -11525223.000000 Penalty: 1123.630249
	Iteration 19Q: 3 clusters Score -1.152522e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183922 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -11525925.000000 Penalty: 1123.630249
	Iteration 20F: 3 clusters Score -1.152592e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186057 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -11526391.000000 Penalty: 1123.630249
	Iteration 21Q: 3 clusters Score -1.152639e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187866 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -11526896.000000 Penalty: 1123.630249
	Iteration 22Q: 3 clusters Score -1.15269e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189484 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -11527464.000000 Penalty: 1123.630249
	Iteration 23Q: 3 clusters Score -1.152746e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190862 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -11527902.000000 Penalty: 1123.630249
	Iteration 24Q: 3 clusters Score -1.15279e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192068 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -11528219.000000 Penalty: 1123.630249
	Iteration 25Q: 3 clusters Score -1.152822e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193157 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -11528500.000000 Penalty: 1123.630249
	Iteration 26Q: 3 clusters Score -1.15285e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194080 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -11528783.000000 Penalty: 1123.630249
	Iteration 27Q: 3 clusters Score -1.152878e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194888 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -11528987.000000 Penalty: 1123.630249
	Iteration 28Q: 3 clusters Score -1.152899e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195571 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -11529166.000000 Penalty: 1123.630249
	Iteration 29Q: 3 clusters Score -1.152917e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196169 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -11529306.000000 Penalty: 1123.630249
	Iteration 30Q: 3 clusters Score -1.152931e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196762 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -11529461.000000 Penalty: 1123.630249
	Iteration 31Q: 3 clusters Score -1.152946e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197253 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -11529628.000000 Penalty: 1123.630249
	Iteration 32Q: 3 clusters Score -1.152963e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197686 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -11529783.000000 Penalty: 1123.630249
	Iteration 33Q: 3 clusters Score -1.152978e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198041 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -11529925.000000 Penalty: 1123.630249
	Iteration 34Q: 3 clusters Score -1.152992e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198328 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -11530060.000000 Penalty: 1123.630249
	Iteration 35Q: 3 clusters Score -1.153006e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198569 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -11530228.000000 Penalty: 1123.630249
	Iteration 36Q: 3 clusters Score -1.153023e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198774 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -11530320.000000 Penalty: 1123.630249
	Iteration 37Q: 3 clusters Score -1.153032e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198951 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -11530405.000000 Penalty: 1123.630249
	Iteration 38Q: 3 clusters Score -1.15304e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199108 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -11530503.000000 Penalty: 1123.630249
	Iteration 39Q: 3 clusters Score -1.15305e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199226 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -11530596.000000 Penalty: 1123.630249
	Iteration 40F: 3 clusters Score -1.15306e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199289 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -11530633.000000 Penalty: 1123.630249
	Iteration 41Q: 3 clusters Score -1.153063e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199365 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -11530688.000000 Penalty: 1123.630249
	Iteration 42Q: 3 clusters Score -1.153069e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199428 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -11530705.000000 Penalty: 1123.630249
	Iteration 43Q: 3 clusters Score -1.15307e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199481 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -11530721.000000 Penalty: 1123.630249
	Iteration 44Q: 3 clusters Score -1.153072e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199525 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -11530818.000000 Penalty: 1123.630249
	Iteration 45Q: 3 clusters Score -1.153082e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199530 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -11530863.000000 Penalty: 1123.630249
	Iteration 46Q: 3 clusters Score -1.153086e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199507 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -11530936.000000 Penalty: 1123.630249
	Iteration 47Q: 3 clusters Score -1.153094e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199491 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -11531027.000000 Penalty: 1123.630249
	Iteration 48Q: 3 clusters Score -1.153103e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199438 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -11531077.000000 Penalty: 1123.630249
	Iteration 49Q: 3 clusters Score -1.153108e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199374 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -11531141.000000 Penalty: 1123.630249
	Iteration 50Q: 3 clusters Score -1.153114e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199285 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -11531175.000000 Penalty: 1123.630249
	Iteration 51Q: 3 clusters Score -1.153118e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199205 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -11531204.000000 Penalty: 1123.630249
	Iteration 52Q: 3 clusters Score -1.15312e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199106 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -11531266.000000 Penalty: 1123.630249
	Iteration 53Q: 3 clusters Score -1.153127e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199019 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -11531296.000000 Penalty: 1123.630249
	Iteration 54Q: 3 clusters Score -1.15313e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198952 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -11531337.000000 Penalty: 1123.630249
	Iteration 55Q: 3 clusters Score -1.153134e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198897 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -11531382.000000 Penalty: 1123.630249
	Iteration 56Q: 3 clusters Score -1.153138e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198838 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -11531406.000000 Penalty: 1123.630249
	Iteration 57Q: 3 clusters Score -1.153141e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198773 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -11531421.000000 Penalty: 1123.630249
	Iteration 58Q: 3 clusters Score -1.153142e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198711 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -11531459.000000 Penalty: 1123.630249
	Iteration 59Q: 3 clusters Score -1.153146e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198662 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -11531489.000000 Penalty: 1123.630249
	Iteration 60F: 3 clusters Score -1.153149e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198594 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -11531547.000000 Penalty: 1123.630249
	Iteration 61Q: 3 clusters Score -1.153155e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198548 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -11531599.000000 Penalty: 1123.630249
	Iteration 62Q: 3 clusters Score -1.15316e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198496 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -11531610.000000 Penalty: 1123.630249
	Iteration 63Q: 3 clusters Score -1.153161e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198459 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -11531632.000000 Penalty: 1123.630249
	Iteration 64Q: 3 clusters Score -1.153163e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198433 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -11531637.000000 Penalty: 1123.630249
	Iteration 65Q: 3 clusters Score -1.153164e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198395 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -11531651.000000 Penalty: 1123.630249
	Iteration 66Q: 3 clusters Score -1.153165e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198359 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -11531650.000000 Penalty: 1123.630249
	Iteration 67Q: 3 clusters Score -1.153165e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198322 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -11531654.000000 Penalty: 1123.630249
	Iteration 68Q: 3 clusters Score -1.153165e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198284 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -11531674.000000 Penalty: 1123.630249
	Iteration 69Q: 3 clusters Score -1.153167e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198262 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -11531677.000000 Penalty: 1123.630249
	Iteration 70Q: 3 clusters Score -1.153168e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198231 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -11531674.000000 Penalty: 1123.630249
	Iteration 71Q: 3 clusters Score -1.153167e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198213 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -11531681.000000 Penalty: 1123.630249
	Iteration 72Q: 3 clusters Score -1.153168e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198191 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -11531683.000000 Penalty: 1123.630249
	Iteration 73Q: 3 clusters Score -1.153168e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198169 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -11531690.000000 Penalty: 1123.630249
	Iteration 74Q: 3 clusters Score -1.153169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198156 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -11531689.000000 Penalty: 1123.630249
	Iteration 75Q: 3 clusters Score -1.153169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198144 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -11531690.000000 Penalty: 1123.630249
	Iteration 76Q: 3 clusters Score -1.153169e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198129 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -11531692.000000 Penalty: 1123.630249
	Iteration 77Q: 3 clusters Score -1.153169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198115 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -11531699.000000 Penalty: 1123.630249
	Iteration 78Q: 3 clusters Score -1.15317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198106 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -11531706.000000 Penalty: 1123.630249
	Iteration 79Q: 3 clusters Score -1.153171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198101 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -11531707.000000 Penalty: 1123.630249
	Iteration 80F: 3 clusters Score -1.153171e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198091 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -11531711.000000 Penalty: 1123.630249
	Iteration 81Q: 3 clusters Score -1.153171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198082 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -11531723.000000 Penalty: 1123.630249
	Iteration 82Q: 3 clusters Score -1.153172e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198063 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -11531728.000000 Penalty: 1123.630249
	Iteration 83Q: 3 clusters Score -1.153173e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198050 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -11531739.000000 Penalty: 1123.630249
	Iteration 84Q: 3 clusters Score -1.153174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198031 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -11531748.000000 Penalty: 1123.630249
	Iteration 85Q: 3 clusters Score -1.153175e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198010 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -11531748.000000 Penalty: 1123.630249
	Iteration 86Q: 3 clusters Score -1.153175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197979 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -11531766.000000 Penalty: 1123.630249
	Iteration 87Q: 3 clusters Score -1.153177e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197958 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -11531776.000000 Penalty: 1123.630249
	Iteration 88Q: 3 clusters Score -1.153178e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197937 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -11531780.000000 Penalty: 1123.630249
	Iteration 89Q: 3 clusters Score -1.153178e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197914 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -11531790.000000 Penalty: 1123.630249
	Iteration 90Q: 3 clusters Score -1.153179e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197894 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -11531796.000000 Penalty: 1123.630249
	Iteration 91Q: 3 clusters Score -1.15318e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197871 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -11531798.000000 Penalty: 1123.630249
	Iteration 92Q: 3 clusters Score -1.15318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197849 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -11531813.000000 Penalty: 1123.630249
	Iteration 93Q: 3 clusters Score -1.153181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197834 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -11531804.000000 Penalty: 1123.630249
	Iteration 94Q: 3 clusters Score -1.15318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197817 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -11531807.000000 Penalty: 1123.630249
	Iteration 95Q: 3 clusters Score -1.153181e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197810 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -11531797.000000 Penalty: 1123.630249
	Iteration 96Q: 3 clusters Score -1.15318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197801 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -11531796.000000 Penalty: 1123.630249
	Iteration 97Q: 3 clusters Score -1.15318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197801 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -11531808.000000 Penalty: 1123.630249
	Iteration 98Q: 3 clusters Score -1.153181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197795 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -11531809.000000 Penalty: 1123.630249
	Iteration 99Q: 3 clusters Score -1.153181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197791 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -11531811.000000 Penalty: 1123.630249
	Iteration 100F: 3 clusters Score -1.153181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197791 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -11531819.000000 Penalty: 1123.630249
	Iteration 101Q: 3 clusters Score -1.153182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197791 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -11531817.000000 Penalty: 1123.630249
	Iteration 102Q: 3 clusters Score -1.153182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197792 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -11531818.000000 Penalty: 1123.630249
	Iteration 103Q: 3 clusters Score -1.153182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197791 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -11531811.000000 Penalty: 1123.630249
	Iteration 104Q: 3 clusters Score -1.153181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197788 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -11531815.000000 Penalty: 1123.630249
	Iteration 105Q: 3 clusters Score -1.153182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197784 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -11531820.000000 Penalty: 1123.630249
	Iteration 106Q: 3 clusters Score -1.153182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197782 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -11531816.000000 Penalty: 1123.630249
	Iteration 107Q: 3 clusters Score -1.153182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197781 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -11531820.000000 Penalty: 1123.630249
	Iteration 108Q: 3 clusters Score -1.153182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197780 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -11531816.000000 Penalty: 1123.630249
	Iteration 109Q: 3 clusters Score -1.153182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197778 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -11531821.000000 Penalty: 1123.630249
	Iteration 110Q: 3 clusters Score -1.153182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197775 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -11531822.000000 Penalty: 1123.630249
	Iteration 111Q: 3 clusters Score -1.153182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197771 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -11531818.000000 Penalty: 1123.630249
	Iteration 112Q: 3 clusters Score -1.153182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197770 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -11531815.000000 Penalty: 1123.630249
	Iteration 113Q: 3 clusters Score -1.153182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197771 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -11531814.000000 Penalty: 1123.630249
	Iteration 114Q: 3 clusters Score -1.153181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197771 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -11531814.000000 Penalty: 1123.630249
	Iteration 115F: 3 clusters Score -1.153181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 208021 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 111552 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 197771 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 159705 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 2395 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 1650 members 
Mstep: Class 33 contains 1972 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 32632 members 
Entering Unmasked Estep 
Score: -90600320.000000 Penalty: 23077.445312
Splitting cluster 18 changes total score from -90585640.000000 to -90600320.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -76183.851562 Penalty: 335.115692
	Iteration 0F: 2 clusters Score -76183.85 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 813 members 
Entering Unmasked Estep 
Score: -74972.437500 Penalty: 670.231384
	Iteration 0F: 3 clusters Score -74972.44 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -75369.773438 Penalty: 670.231384
	Iteration 1F: 3 clusters Score -75369.77 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -75424.984375 Penalty: 670.231384
	Iteration 2F: 3 clusters Score -75424.98 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -75459.210938 Penalty: 670.231384
	Iteration 3Q: 3 clusters Score -75459.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -75495.843750 Penalty: 670.231384
	Iteration 4Q: 3 clusters Score -75495.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -75531.960938 Penalty: 670.231384
	Iteration 5Q: 3 clusters Score -75531.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -75564.179688 Penalty: 670.231384
	Iteration 6Q: 3 clusters Score -75564.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -75590.593750 Penalty: 670.231384
	Iteration 7Q: 3 clusters Score -75590.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -75612.273438 Penalty: 670.231384
	Iteration 8Q: 3 clusters Score -75612.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -75645.562500 Penalty: 670.231384
	Iteration 9Q: 3 clusters Score -75645.56 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -75674.367188 Penalty: 670.231384
	Iteration 10Q: 3 clusters Score -75674.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -75702.609375 Penalty: 670.231384
	Iteration 11Q: 3 clusters Score -75702.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -75752.273438 Penalty: 670.231384
	Iteration 12Q: 3 clusters Score -75752.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -75797.710938 Penalty: 670.231384
	Iteration 13Q: 3 clusters Score -75797.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -75832.367188 Penalty: 670.231384
	Iteration 14Q: 3 clusters Score -75832.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -75849.351562 Penalty: 670.231384
	Iteration 15Q: 3 clusters Score -75849.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -75858.585938 Penalty: 670.231384
	Iteration 16Q: 3 clusters Score -75858.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -75870.531250 Penalty: 670.231384
	Iteration 17Q: 3 clusters Score -75870.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -75879.851562 Penalty: 670.231384
	Iteration 18Q: 3 clusters Score -75879.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -75886.203125 Penalty: 670.231384
	Iteration 19Q: 3 clusters Score -75886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -75889.937500 Penalty: 670.231384
	Iteration 20F: 3 clusters Score -75889.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -75894.140625 Penalty: 670.231384
	Iteration 21Q: 3 clusters Score -75894.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -75895.468750 Penalty: 670.231384
	Iteration 22Q: 3 clusters Score -75895.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -75895.601562 Penalty: 670.231384
	Iteration 23Q: 3 clusters Score -75895.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -75895.601562 Penalty: 670.231384
	Iteration 24F: 3 clusters Score -75895.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -64519.375000 Penalty: 325.747772
	Iteration 0F: 2 clusters Score -64519.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -63481.925781 Penalty: 651.495544
	Iteration 0F: 3 clusters Score -63481.93 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -63754.113281 Penalty: 651.495544
	Iteration 1F: 3 clusters Score -63754.11 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -63819.574219 Penalty: 651.495544
	Iteration 2F: 3 clusters Score -63819.57 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -63871.460938 Penalty: 651.495544
	Iteration 3F: 3 clusters Score -63871.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -63906.097656 Penalty: 651.495544
	Iteration 4F: 3 clusters Score -63906.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -63928.453125 Penalty: 651.495544
	Iteration 5Q: 3 clusters Score -63928.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -63948.417969 Penalty: 651.495544
	Iteration 6Q: 3 clusters Score -63948.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -63966.972656 Penalty: 651.495544
	Iteration 7Q: 3 clusters Score -63966.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -63984.414062 Penalty: 651.495544
	Iteration 8Q: 3 clusters Score -63984.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -64005.664062 Penalty: 651.495544
	Iteration 9Q: 3 clusters Score -64005.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -64022.019531 Penalty: 651.495544
	Iteration 10Q: 3 clusters Score -64022.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -64039.253906 Penalty: 651.495544
	Iteration 11Q: 3 clusters Score -64039.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -64057.468750 Penalty: 651.495544
	Iteration 12Q: 3 clusters Score -64057.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -64071.839844 Penalty: 651.495544
	Iteration 13Q: 3 clusters Score -64071.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -64081.570312 Penalty: 651.495544
	Iteration 14Q: 3 clusters Score -64081.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -64089.597656 Penalty: 651.495544
	Iteration 15Q: 3 clusters Score -64089.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -64092.093750 Penalty: 651.495544
	Iteration 16Q: 3 clusters Score -64092.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -64093.488281 Penalty: 651.495544
	Iteration 17Q: 3 clusters Score -64093.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -64095.164062 Penalty: 651.495544
	Iteration 18Q: 3 clusters Score -64095.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -64096.066406 Penalty: 651.495544
	Iteration 19Q: 3 clusters Score -64096.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -64096.457031 Penalty: 651.495544
	Iteration 20F: 3 clusters Score -64096.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -64096.777344 Penalty: 651.495544
	Iteration 21Q: 3 clusters Score -64096.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -64096.902344 Penalty: 651.495544
	Iteration 22Q: 3 clusters Score -64096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -64097.292969 Penalty: 651.495544
	Iteration 23Q: 3 clusters Score -64097.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -64098.550781 Penalty: 651.495544
	Iteration 24Q: 3 clusters Score -64098.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -64098.703125 Penalty: 651.495544
	Iteration 25Q: 3 clusters Score -64098.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -64099.023438 Penalty: 651.495544
	Iteration 26Q: 3 clusters Score -64099.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -64099.089844 Penalty: 651.495544
	Iteration 27Q: 3 clusters Score -64099.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -64099.089844 Penalty: 651.495544
	Iteration 28F: 3 clusters Score -64099.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Entering Unmasked Estep 
Score: -272383.375000 Penalty: 396.981018
	Iteration 0F: 2 clusters Score -272383.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -268225.500000 Penalty: 793.962036
	Iteration 0F: 3 clusters Score -268225.5 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -269876.187500 Penalty: 793.962036
	Iteration 1F: 3 clusters Score -269876.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -270226.531250 Penalty: 793.962036
	Iteration 2F: 3 clusters Score -270226.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -270715.843750 Penalty: 793.962036
	Iteration 3F: 3 clusters Score -270715.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -271163.031250 Penalty: 793.962036
	Iteration 4F: 3 clusters Score -271163 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -271516.062500 Penalty: 793.962036
	Iteration 5F: 3 clusters Score -271516.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -271824.687500 Penalty: 793.962036
	Iteration 6F: 3 clusters Score -271824.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -272085.906250 Penalty: 793.962036
	Iteration 7Q: 3 clusters Score -272085.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -272336.500000 Penalty: 793.962036
	Iteration 8Q: 3 clusters Score -272336.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -272509.125000 Penalty: 793.962036
	Iteration 9Q: 3 clusters Score -272509.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -272608.656250 Penalty: 793.962036
	Iteration 10Q: 3 clusters Score -272608.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -272661.875000 Penalty: 793.962036
	Iteration 11Q: 3 clusters Score -272661.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -272698.656250 Penalty: 793.962036
	Iteration 12Q: 3 clusters Score -272698.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -272725.281250 Penalty: 793.962036
	Iteration 13Q: 3 clusters Score -272725.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -272742.843750 Penalty: 793.962036
	Iteration 14Q: 3 clusters Score -272742.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -272753.500000 Penalty: 793.962036
	Iteration 15Q: 3 clusters Score -272753.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -272762.125000 Penalty: 793.962036
	Iteration 16Q: 3 clusters Score -272762.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -272768.562500 Penalty: 793.962036
	Iteration 17Q: 3 clusters Score -272768.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -272773.031250 Penalty: 793.962036
	Iteration 18Q: 3 clusters Score -272773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -272777.093750 Penalty: 793.962036
	Iteration 19Q: 3 clusters Score -272777.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -272782.062500 Penalty: 793.962036
	Iteration 20F: 3 clusters Score -272782.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -272784.875000 Penalty: 793.962036
	Iteration 21Q: 3 clusters Score -272784.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -272786.718750 Penalty: 793.962036
	Iteration 22Q: 3 clusters Score -272786.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -272788.281250 Penalty: 793.962036
	Iteration 23Q: 3 clusters Score -272788.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -272788.875000 Penalty: 793.962036
	Iteration 24Q: 3 clusters Score -272788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -272789.437500 Penalty: 793.962036
	Iteration 25Q: 3 clusters Score -272789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -272791.312500 Penalty: 793.962036
	Iteration 26Q: 3 clusters Score -272791.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -272792.500000 Penalty: 793.962036
	Iteration 27Q: 3 clusters Score -272792.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -272794.312500 Penalty: 793.962036
	Iteration 28Q: 3 clusters Score -272794.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -272795.437500 Penalty: 793.962036
	Iteration 29Q: 3 clusters Score -272795.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -272798.093750 Penalty: 793.962036
	Iteration 30Q: 3 clusters Score -272798.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -272800.437500 Penalty: 793.962036
	Iteration 31Q: 3 clusters Score -272800.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -272801.281250 Penalty: 793.962036
	Iteration 32Q: 3 clusters Score -272801.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -272803.500000 Penalty: 793.962036
	Iteration 33Q: 3 clusters Score -272803.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -272804.718750 Penalty: 793.962036
	Iteration 34Q: 3 clusters Score -272804.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -272805.937500 Penalty: 793.962036
	Iteration 35Q: 3 clusters Score -272805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -272807.093750 Penalty: 793.962036
	Iteration 36Q: 3 clusters Score -272807.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -272808.343750 Penalty: 793.962036
	Iteration 37Q: 3 clusters Score -272808.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -272810.281250 Penalty: 793.962036
	Iteration 38Q: 3 clusters Score -272810.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -272812.968750 Penalty: 793.962036
	Iteration 39Q: 3 clusters Score -272813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -272814.281250 Penalty: 793.962036
	Iteration 40F: 3 clusters Score -272814.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -272815.906250 Penalty: 793.962036
	Iteration 41Q: 3 clusters Score -272815.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -272816.718750 Penalty: 793.962036
	Iteration 42Q: 3 clusters Score -272816.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -272817.968750 Penalty: 793.962036
	Iteration 43Q: 3 clusters Score -272818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -272818.906250 Penalty: 793.962036
	Iteration 44Q: 3 clusters Score -272818.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -272820.218750 Penalty: 793.962036
	Iteration 45Q: 3 clusters Score -272820.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -272820.343750 Penalty: 793.962036
	Iteration 46Q: 3 clusters Score -272820.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -272821.343750 Penalty: 793.962036
	Iteration 47Q: 3 clusters Score -272821.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -272822.968750 Penalty: 793.962036
	Iteration 48Q: 3 clusters Score -272823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -272824.687500 Penalty: 793.962036
	Iteration 49Q: 3 clusters Score -272824.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -272827.593750 Penalty: 793.962036
	Iteration 50Q: 3 clusters Score -272827.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -272830.156250 Penalty: 793.962036
	Iteration 51Q: 3 clusters Score -272830.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -272831.625000 Penalty: 793.962036
	Iteration 52Q: 3 clusters Score -272831.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -272834.156250 Penalty: 793.962036
	Iteration 53Q: 3 clusters Score -272834.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -272836.250000 Penalty: 793.962036
	Iteration 54Q: 3 clusters Score -272836.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -272838.656250 Penalty: 793.962036
	Iteration 55Q: 3 clusters Score -272838.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -272840.468750 Penalty: 793.962036
	Iteration 56Q: 3 clusters Score -272840.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -272840.906250 Penalty: 793.962036
	Iteration 57Q: 3 clusters Score -272840.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -272841.812500 Penalty: 793.962036
	Iteration 58Q: 3 clusters Score -272841.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -272844.156250 Penalty: 793.962036
	Iteration 59Q: 3 clusters Score -272844.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -272845.406250 Penalty: 793.962036
	Iteration 60F: 3 clusters Score -272845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -272846.968750 Penalty: 793.962036
	Iteration 61Q: 3 clusters Score -272847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -272848.437500 Penalty: 793.962036
	Iteration 62Q: 3 clusters Score -272848.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -272850.500000 Penalty: 793.962036
	Iteration 63Q: 3 clusters Score -272850.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -272851.843750 Penalty: 793.962036
	Iteration 64Q: 3 clusters Score -272851.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -272852.343750 Penalty: 793.962036
	Iteration 65Q: 3 clusters Score -272852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -272852.187500 Penalty: 793.962036
	Iteration 66Q: 3 clusters Score -272852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -272853.437500 Penalty: 793.962036
	Iteration 67Q: 3 clusters Score -272853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -272853.562500 Penalty: 793.962036
	Iteration 68Q: 3 clusters Score -272853.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -272854.031250 Penalty: 793.962036
	Iteration 69Q: 3 clusters Score -272854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -272855.000000 Penalty: 793.962036
	Iteration 70Q: 3 clusters Score -272855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -272855.000000 Penalty: 793.962036
	Iteration 71Q: 3 clusters Score -272855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -272856.062500 Penalty: 793.962036
	Iteration 72Q: 3 clusters Score -272856.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -272856.656250 Penalty: 793.962036
	Iteration 73Q: 3 clusters Score -272856.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -272857.625000 Penalty: 793.962036
	Iteration 74Q: 3 clusters Score -272857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -272858.218750 Penalty: 793.962036
	Iteration 75Q: 3 clusters Score -272858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -272857.968750 Penalty: 793.962036
	Iteration 76Q: 3 clusters Score -272858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -272858.312500 Penalty: 793.962036
	Iteration 77Q: 3 clusters Score -272858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -272858.375000 Penalty: 793.962036
	Iteration 78Q: 3 clusters Score -272858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -272858.250000 Penalty: 793.962036
	Iteration 79Q: 3 clusters Score -272858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -272858.687500 Penalty: 793.962036
	Iteration 80F: 3 clusters Score -272858.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 208021 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 111552 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 197771 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 2769 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 159705 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 2395 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 1650 members 
Mstep: Class 33 contains 1972 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 32632 members 
Mstep: Class 36 contains 3385 members 
Entering Unmasked Estep 
Score: -90600600.000000 Penalty: 23736.800781
Splitting cluster 21 changes total score from -90585640.000000 to -90600600.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -69143.929688 Penalty: 329.122223
	Iteration 0F: 2 clusters Score -69143.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -68106.585938 Penalty: 658.244446
	Iteration 0F: 3 clusters Score -68106.59 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -68410.148438 Penalty: 658.244446
	Iteration 1F: 3 clusters Score -68410.15 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -68449.953125 Penalty: 658.244446
	Iteration 2F: 3 clusters Score -68449.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -68476.031250 Penalty: 658.244446
	Iteration 3Q: 3 clusters Score -68476.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -68495.695312 Penalty: 658.244446
	Iteration 4Q: 3 clusters Score -68495.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -68506.468750 Penalty: 658.244446
	Iteration 5Q: 3 clusters Score -68506.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -68513.929688 Penalty: 658.244446
	Iteration 6Q: 3 clusters Score -68513.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -68517.125000 Penalty: 658.244446
	Iteration 7Q: 3 clusters Score -68517.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -68518.640625 Penalty: 658.244446
	Iteration 8Q: 3 clusters Score -68518.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68521.578125 Penalty: 658.244446
	Iteration 9Q: 3 clusters Score -68521.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -68523.281250 Penalty: 658.244446
	Iteration 10Q: 3 clusters Score -68523.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -68523.757812 Penalty: 658.244446
	Iteration 11Q: 3 clusters Score -68523.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -68523.726562 Penalty: 658.244446
	Iteration 12Q: 3 clusters Score -68523.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -68523.726562 Penalty: 658.244446
	Iteration 13F: 3 clusters Score -68523.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -126698.625000 Penalty: 357.126495
	Iteration 0F: 2 clusters Score -126698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -124868.734375 Penalty: 714.252991
	Iteration 0F: 3 clusters Score -124868.7 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -125498.828125 Penalty: 714.252991
	Iteration 1F: 3 clusters Score -125498.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -125590.710938 Penalty: 714.252991
	Iteration 2F: 3 clusters Score -125590.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -125687.312500 Penalty: 714.252991
	Iteration 3F: 3 clusters Score -125687.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -125776.296875 Penalty: 714.252991
	Iteration 4F: 3 clusters Score -125776.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -125877.492188 Penalty: 714.252991
	Iteration 5F: 3 clusters Score -125877.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -126004.062500 Penalty: 714.252991
	Iteration 6F: 3 clusters Score -126004.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -126107.359375 Penalty: 714.252991
	Iteration 7Q: 3 clusters Score -126107.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -126161.953125 Penalty: 714.252991
	Iteration 8Q: 3 clusters Score -126162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -126196.265625 Penalty: 714.252991
	Iteration 9Q: 3 clusters Score -126196.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -126232.218750 Penalty: 714.252991
	Iteration 10Q: 3 clusters Score -126232.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -126252.679688 Penalty: 714.252991
	Iteration 11Q: 3 clusters Score -126252.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -126270.796875 Penalty: 714.252991
	Iteration 12Q: 3 clusters Score -126270.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126286.843750 Penalty: 714.252991
	Iteration 13Q: 3 clusters Score -126286.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -126305.539062 Penalty: 714.252991
	Iteration 14Q: 3 clusters Score -126305.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -126316.335938 Penalty: 714.252991
	Iteration 15Q: 3 clusters Score -126316.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126321.968750 Penalty: 714.252991
	Iteration 16Q: 3 clusters Score -126322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -126325.992188 Penalty: 714.252991
	Iteration 17Q: 3 clusters Score -126326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126329.164062 Penalty: 714.252991
	Iteration 18Q: 3 clusters Score -126329.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -126332.375000 Penalty: 714.252991
	Iteration 19Q: 3 clusters Score -126332.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -126336.976562 Penalty: 714.252991
	Iteration 20F: 3 clusters Score -126337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -126344.570312 Penalty: 714.252991
	Iteration 21Q: 3 clusters Score -126344.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -126353.054688 Penalty: 714.252991
	Iteration 22Q: 3 clusters Score -126353.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -126362.070312 Penalty: 714.252991
	Iteration 23Q: 3 clusters Score -126362.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126371.023438 Penalty: 714.252991
	Iteration 24Q: 3 clusters Score -126371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -126377.468750 Penalty: 714.252991
	Iteration 25Q: 3 clusters Score -126377.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -126385.960938 Penalty: 714.252991
	Iteration 26Q: 3 clusters Score -126386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -126392.898438 Penalty: 714.252991
	Iteration 27Q: 3 clusters Score -126392.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -126396.437500 Penalty: 714.252991
	Iteration 28Q: 3 clusters Score -126396.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -126400.609375 Penalty: 714.252991
	Iteration 29Q: 3 clusters Score -126400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -126405.132812 Penalty: 714.252991
	Iteration 30Q: 3 clusters Score -126405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -126406.953125 Penalty: 714.252991
	Iteration 31Q: 3 clusters Score -126407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -126408.625000 Penalty: 714.252991
	Iteration 32Q: 3 clusters Score -126408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -126411.859375 Penalty: 714.252991
	Iteration 33Q: 3 clusters Score -126411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -126413.593750 Penalty: 714.252991
	Iteration 34Q: 3 clusters Score -126413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -126413.984375 Penalty: 714.252991
	Iteration 35Q: 3 clusters Score -126414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -126413.984375 Penalty: 714.252991
	Iteration 36F: 3 clusters Score -126414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -60038.472656 Penalty: 326.275421
	Iteration 0F: 2 clusters Score -60038.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -59033.925781 Penalty: 652.550842
	Iteration 0F: 3 clusters Score -59033.93 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -59341.003906 Penalty: 652.550842
	Iteration 1F: 3 clusters Score -59341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -59388.265625 Penalty: 652.550842
	Iteration 2F: 3 clusters Score -59388.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -59441.847656 Penalty: 652.550842
	Iteration 3F: 3 clusters Score -59441.85 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -59481.531250 Penalty: 652.550842
	Iteration 4F: 3 clusters Score -59481.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -59507.937500 Penalty: 652.550842
	Iteration 5Q: 3 clusters Score -59507.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -59520.781250 Penalty: 652.550842
	Iteration 6Q: 3 clusters Score -59520.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -59531.339844 Penalty: 652.550842
	Iteration 7Q: 3 clusters Score -59531.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -59543.058594 Penalty: 652.550842
	Iteration 8Q: 3 clusters Score -59543.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -59556.460938 Penalty: 652.550842
	Iteration 9Q: 3 clusters Score -59556.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -59572.871094 Penalty: 652.550842
	Iteration 10Q: 3 clusters Score -59572.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -59586.550781 Penalty: 652.550842
	Iteration 11Q: 3 clusters Score -59586.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -59601.898438 Penalty: 652.550842
	Iteration 12Q: 3 clusters Score -59601.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -59614.234375 Penalty: 652.550842
	Iteration 13Q: 3 clusters Score -59614.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59630.746094 Penalty: 652.550842
	Iteration 14Q: 3 clusters Score -59630.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -59636.285156 Penalty: 652.550842
	Iteration 15Q: 3 clusters Score -59636.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -59638.761719 Penalty: 652.550842
	Iteration 16Q: 3 clusters Score -59638.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -59641.101562 Penalty: 652.550842
	Iteration 17Q: 3 clusters Score -59641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59643.253906 Penalty: 652.550842
	Iteration 18Q: 3 clusters Score -59643.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -59645.308594 Penalty: 652.550842
	Iteration 19Q: 3 clusters Score -59645.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -59647.535156 Penalty: 652.550842
	Iteration 20F: 3 clusters Score -59647.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -59652.273438 Penalty: 652.550842
	Iteration 21Q: 3 clusters Score -59652.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -59660.097656 Penalty: 652.550842
	Iteration 22Q: 3 clusters Score -59660.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -59672.269531 Penalty: 652.550842
	Iteration 23Q: 3 clusters Score -59672.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -59690.660156 Penalty: 652.550842
	Iteration 24Q: 3 clusters Score -59690.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -59703.281250 Penalty: 652.550842
	Iteration 25Q: 3 clusters Score -59703.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -59713.265625 Penalty: 652.550842
	Iteration 26Q: 3 clusters Score -59713.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -59720.148438 Penalty: 652.550842
	Iteration 27Q: 3 clusters Score -59720.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -59726.722656 Penalty: 652.550842
	Iteration 28Q: 3 clusters Score -59726.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59735.609375 Penalty: 652.550842
	Iteration 29Q: 3 clusters Score -59735.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59745.992188 Penalty: 652.550842
	Iteration 30Q: 3 clusters Score -59745.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -59748.179688 Penalty: 652.550842
	Iteration 31Q: 3 clusters Score -59748.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -59750.003906 Penalty: 652.550842
	Iteration 32Q: 3 clusters Score -59750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59751.660156 Penalty: 652.550842
	Iteration 33Q: 3 clusters Score -59751.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59755.722656 Penalty: 652.550842
	Iteration 34Q: 3 clusters Score -59755.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -59758.609375 Penalty: 652.550842
	Iteration 35Q: 3 clusters Score -59758.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59759.179688 Penalty: 652.550842
	Iteration 36Q: 3 clusters Score -59759.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -59761.617188 Penalty: 652.550842
	Iteration 37Q: 3 clusters Score -59761.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -59764.437500 Penalty: 652.550842
	Iteration 38Q: 3 clusters Score -59764.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -59765.445312 Penalty: 652.550842
	Iteration 39Q: 3 clusters Score -59765.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -59765.957031 Penalty: 652.550842
	Iteration 40F: 3 clusters Score -59765.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -59766.289062 Penalty: 652.550842
	Iteration 41Q: 3 clusters Score -59766.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -59766.347656 Penalty: 652.550842
	Iteration 42Q: 3 clusters Score -59766.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -59766.347656 Penalty: 652.550842
	Iteration 43F: 3 clusters Score -59766.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (230205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230205 members 
Entering Unmasked Estep 
Score: -11482345.000000 Penalty: 561.776001
	Iteration 0F: 2 clusters Score -1.148234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -11342992.000000 Penalty: 1123.552002
	Iteration 0F: 3 clusters Score -1.134299e+07 nChanged 113545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125942 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -11412009.000000 Penalty: 1123.552002
	Iteration 1F: 3 clusters Score -1.141201e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133749 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -11415175.000000 Penalty: 1123.552002
	Iteration 2Q: 3 clusters Score -1.141518e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145562 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -11421559.000000 Penalty: 1123.552002
	Iteration 3F: 3 clusters Score -1.142156e+07 nChanged 17497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162119 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -11434048.000000 Penalty: 1123.552002
	Iteration 4F: 3 clusters Score -1.143405e+07 nChanged 21278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181883 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -11453537.000000 Penalty: 1123.552002
	Iteration 5F: 3 clusters Score -1.145354e+07 nChanged 21198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202325 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -11471882.000000 Penalty: 1123.552002
	Iteration 6F: 3 clusters Score -1.147188e+07 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218093 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -11480228.000000 Penalty: 1123.552002
	Iteration 7F: 3 clusters Score -1.148023e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225838 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -11482011.000000 Penalty: 1123.552002
	Iteration 8Q: 3 clusters Score -1.148201e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228707 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -11482138.000000 Penalty: 1123.552002
	Iteration 9Q: 3 clusters Score -1.148214e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229692 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11482033.000000 Penalty: 1123.552002
	Iteration 10Q: 3 clusters Score -1.148203e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230009 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11481970.000000 Penalty: 1123.552002
	Iteration 11Q: 3 clusters Score -1.148197e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230095 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11481962.000000 Penalty: 1123.552002
	Iteration 12Q: 3 clusters Score -1.148196e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230121 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11481954.000000 Penalty: 1123.552002
	Iteration 13Q: 3 clusters Score -1.148195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230125 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11481963.000000 Penalty: 1123.552002
	Iteration 14Q: 3 clusters Score -1.148196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230126 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11481974.000000 Penalty: 1123.552002
	Iteration 15Q: 3 clusters Score -1.148197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230121 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11481984.000000 Penalty: 1123.552002
	Iteration 16Q: 3 clusters Score -1.148198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230116 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11482007.000000 Penalty: 1123.552002
	Iteration 17Q: 3 clusters Score -1.148201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230115 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11482021.000000 Penalty: 1123.552002
	Iteration 18Q: 3 clusters Score -1.148202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230115 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11482024.000000 Penalty: 1123.552002
	Iteration 19Q: 3 clusters Score -1.148202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230113 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11482041.000000 Penalty: 1123.552002
	Iteration 20F: 3 clusters Score -1.148204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230106 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11482070.000000 Penalty: 1123.552002
	Iteration 21Q: 3 clusters Score -1.148207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230107 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11482066.000000 Penalty: 1123.552002
	Iteration 22Q: 3 clusters Score -1.148207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230108 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11482067.000000 Penalty: 1123.552002
	Iteration 23Q: 3 clusters Score -1.148207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230111 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11482060.000000 Penalty: 1123.552002
	Iteration 24Q: 3 clusters Score -1.148206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230111 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11482059.000000 Penalty: 1123.552002
	Iteration 25Q: 3 clusters Score -1.148206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230111 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11482059.000000 Penalty: 1123.552002
	Iteration 26F: 3 clusters Score -1.148206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Entering Unmasked Estep 
Score: -293188.875000 Penalty: 398.228058
	Iteration 0F: 2 clusters Score -293188.9 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 3187 members 
Entering Unmasked Estep 
Score: -288934.625000 Penalty: 796.456116
	Iteration 0F: 3 clusters Score -288934.6 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -290659.875000 Penalty: 796.456116
	Iteration 1F: 3 clusters Score -290659.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -290834.500000 Penalty: 796.456116
	Iteration 2F: 3 clusters Score -290834.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -290994.593750 Penalty: 796.456116
	Iteration 3F: 3 clusters Score -290994.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -291200.593750 Penalty: 796.456116
	Iteration 4F: 3 clusters Score -291200.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -291427.625000 Penalty: 796.456116
	Iteration 5F: 3 clusters Score -291427.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -291693.250000 Penalty: 796.456116
	Iteration 6F: 3 clusters Score -291693.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -291911.031250 Penalty: 796.456116
	Iteration 7F: 3 clusters Score -291911 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -292038.031250 Penalty: 796.456116
	Iteration 8Q: 3 clusters Score -292038 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -292106.000000 Penalty: 796.456116
	Iteration 9Q: 3 clusters Score -292106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -292143.625000 Penalty: 796.456116
	Iteration 10Q: 3 clusters Score -292143.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -292172.156250 Penalty: 796.456116
	Iteration 11Q: 3 clusters Score -292172.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -292188.281250 Penalty: 796.456116
	Iteration 12Q: 3 clusters Score -292188.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -292199.218750 Penalty: 796.456116
	Iteration 13Q: 3 clusters Score -292199.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -292212.875000 Penalty: 796.456116
	Iteration 14Q: 3 clusters Score -292212.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -292221.843750 Penalty: 796.456116
	Iteration 15Q: 3 clusters Score -292221.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -292228.375000 Penalty: 796.456116
	Iteration 16Q: 3 clusters Score -292228.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -292233.468750 Penalty: 796.456116
	Iteration 17Q: 3 clusters Score -292233.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -292237.031250 Penalty: 796.456116
	Iteration 18Q: 3 clusters Score -292237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -292241.156250 Penalty: 796.456116
	Iteration 19Q: 3 clusters Score -292241.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -292244.875000 Penalty: 796.456116
	Iteration 20F: 3 clusters Score -292244.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -292249.968750 Penalty: 796.456116
	Iteration 21Q: 3 clusters Score -292250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -292254.406250 Penalty: 796.456116
	Iteration 22Q: 3 clusters Score -292254.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -292261.593750 Penalty: 796.456116
	Iteration 23Q: 3 clusters Score -292261.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -292266.531250 Penalty: 796.456116
	Iteration 24Q: 3 clusters Score -292266.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -292271.593750 Penalty: 796.456116
	Iteration 25Q: 3 clusters Score -292271.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -292276.906250 Penalty: 796.456116
	Iteration 26Q: 3 clusters Score -292276.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -292285.312500 Penalty: 796.456116
	Iteration 27Q: 3 clusters Score -292285.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -292291.593750 Penalty: 796.456116
	Iteration 28Q: 3 clusters Score -292291.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -292295.343750 Penalty: 796.456116
	Iteration 29Q: 3 clusters Score -292295.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -292300.468750 Penalty: 796.456116
	Iteration 30Q: 3 clusters Score -292300.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -292307.093750 Penalty: 796.456116
	Iteration 31Q: 3 clusters Score -292307.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -292314.062500 Penalty: 796.456116
	Iteration 32Q: 3 clusters Score -292314.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -292316.937500 Penalty: 796.456116
	Iteration 33Q: 3 clusters Score -292316.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -292320.281250 Penalty: 796.456116
	Iteration 34Q: 3 clusters Score -292320.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -292323.937500 Penalty: 796.456116
	Iteration 35Q: 3 clusters Score -292323.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -292328.031250 Penalty: 796.456116
	Iteration 36Q: 3 clusters Score -292328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -292332.656250 Penalty: 796.456116
	Iteration 37Q: 3 clusters Score -292332.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -292337.906250 Penalty: 796.456116
	Iteration 38Q: 3 clusters Score -292337.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -292342.125000 Penalty: 796.456116
	Iteration 39Q: 3 clusters Score -292342.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -292349.500000 Penalty: 796.456116
	Iteration 40F: 3 clusters Score -292349.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -292356.406250 Penalty: 796.456116
	Iteration 41Q: 3 clusters Score -292356.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -292366.093750 Penalty: 796.456116
	Iteration 42Q: 3 clusters Score -292366.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -292374.875000 Penalty: 796.456116
	Iteration 43Q: 3 clusters Score -292374.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -292383.125000 Penalty: 796.456116
	Iteration 44Q: 3 clusters Score -292383.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -292387.343750 Penalty: 796.456116
	Iteration 45Q: 3 clusters Score -292387.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -292389.406250 Penalty: 796.456116
	Iteration 46Q: 3 clusters Score -292389.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -292392.000000 Penalty: 796.456116
	Iteration 47Q: 3 clusters Score -292392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -292392.375000 Penalty: 796.456116
	Iteration 48Q: 3 clusters Score -292392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -292393.687500 Penalty: 796.456116
	Iteration 49Q: 3 clusters Score -292393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -292394.187500 Penalty: 796.456116
	Iteration 50Q: 3 clusters Score -292394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -292394.031250 Penalty: 796.456116
	Iteration 51Q: 3 clusters Score -292394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -292394.031250 Penalty: 796.456116
	Iteration 52F: 3 clusters Score -292394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (159705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Entering Unmasked Estep 
Score: -7763914.000000 Penalty: 545.139343
	Iteration 0F: 2 clusters Score -7763914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -7659044.000000 Penalty: 1090.278687
	Iteration 0F: 3 clusters Score -7659044 nChanged 78277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -7709537.500000 Penalty: 1090.278687
	Iteration 1F: 3 clusters Score -7709538 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -7714905.000000 Penalty: 1090.278687
	Iteration 2Q: 3 clusters Score -7714905 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -7724111.000000 Penalty: 1090.278687
	Iteration 3F: 3 clusters Score -7724111 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
Score: -7735947.000000 Penalty: 1090.278687
	Iteration 4F: 3 clusters Score -7735947 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86070 members 
Mstep: Class 2 contains 73635 members 
Entering Unmasked Estep 
Score: -7745463.000000 Penalty: 1090.278687
	Iteration 5F: 3 clusters Score -7745463 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -7749993.000000 Penalty: 1090.278687
	Iteration 6F: 3 clusters Score -7749993 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -7751775.500000 Penalty: 1090.278687
	Iteration 7Q: 3 clusters Score -7751776 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -7752832.000000 Penalty: 1090.278687
	Iteration 8Q: 3 clusters Score -7752832 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -7753766.500000 Penalty: 1090.278687
	Iteration 9Q: 3 clusters Score -7753766 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -7754613.500000 Penalty: 1090.278687
	Iteration 10Q: 3 clusters Score -7754614 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77076 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -7755617.000000 Penalty: 1090.278687
	Iteration 11Q: 3 clusters Score -7755617 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -7756632.500000 Penalty: 1090.278687
	Iteration 12Q: 3 clusters Score -7756632 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -7757692.000000 Penalty: 1090.278687
	Iteration 13Q: 3 clusters Score -7757692 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -7758778.000000 Penalty: 1090.278687
	Iteration 14Q: 3 clusters Score -7758778 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -7759749.000000 Penalty: 1090.278687
	Iteration 15Q: 3 clusters Score -7759749 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 92638 members 
Entering Unmasked Estep 
Score: -7760551.000000 Penalty: 1090.278687
	Iteration 16Q: 3 clusters Score -7760551 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -7761232.500000 Penalty: 1090.278687
	Iteration 17Q: 3 clusters Score -7761232 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64086 members 
Mstep: Class 2 contains 95619 members 
Entering Unmasked Estep 
Score: -7761689.000000 Penalty: 1090.278687
	Iteration 18Q: 3 clusters Score -7761689 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -7762037.000000 Penalty: 1090.278687
	Iteration 19Q: 3 clusters Score -7762037 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 98020 members 
Entering Unmasked Estep 
Score: -7762392.500000 Penalty: 1090.278687
	Iteration 20F: 3 clusters Score -7762392 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -7762657.000000 Penalty: 1090.278687
	Iteration 21Q: 3 clusters Score -7762657 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -7762907.000000 Penalty: 1090.278687
	Iteration 22Q: 3 clusters Score -7762907 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -7763147.500000 Penalty: 1090.278687
	Iteration 23Q: 3 clusters Score -7763148 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 101956 members 
Entering Unmasked Estep 
Score: -7763406.000000 Penalty: 1090.278687
	Iteration 24Q: 3 clusters Score -7763406 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -7763727.500000 Penalty: 1090.278687
	Iteration 25Q: 3 clusters Score -7763728 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 104301 members 
Entering Unmasked Estep 
Score: -7764054.500000 Penalty: 1090.278687
	Iteration 26Q: 3 clusters Score -7764054 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 105724 members 
Entering Unmasked Estep 
Score: -7764406.000000 Penalty: 1090.278687
	Iteration 27Q: 3 clusters Score -7764406 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 107405 members 
Entering Unmasked Estep 
Score: -7764725.500000 Penalty: 1090.278687
	Iteration 28Q: 3 clusters Score -7764726 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 109249 members 
Entering Unmasked Estep 
Score: -7765086.000000 Penalty: 1090.278687
	Iteration 29Q: 3 clusters Score -7765086 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 111350 members 
Entering Unmasked Estep 
Score: -7765538.000000 Penalty: 1090.278687
	Iteration 30Q: 3 clusters Score -7765538 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 113579 members 
Entering Unmasked Estep 
Score: -7765729.500000 Penalty: 1090.278687
	Iteration 31Q: 3 clusters Score -7765730 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 115891 members 
Entering Unmasked Estep 
Score: -7766025.000000 Penalty: 1090.278687
	Iteration 32Q: 3 clusters Score -7766025 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 118405 members 
Entering Unmasked Estep 
Score: -7766393.000000 Penalty: 1090.278687
	Iteration 33Q: 3 clusters Score -7766393 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 121060 members 
Entering Unmasked Estep 
Score: -7766625.500000 Penalty: 1090.278687
	Iteration 34Q: 3 clusters Score -7766626 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 123824 members 
Entering Unmasked Estep 
Score: -7766857.000000 Penalty: 1090.278687
	Iteration 35Q: 3 clusters Score -7766857 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 126631 members 
Entering Unmasked Estep 
Score: -7767031.000000 Penalty: 1090.278687
	Iteration 36Q: 3 clusters Score -7767031 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 129479 members 
Entering Unmasked Estep 
Score: -7767281.500000 Penalty: 1090.278687
	Iteration 37Q: 3 clusters Score -7767282 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 132179 members 
Entering Unmasked Estep 
Score: -7767465.000000 Penalty: 1090.278687
	Iteration 38Q: 3 clusters Score -7767465 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 134738 members 
Entering Unmasked Estep 
Score: -7767497.000000 Penalty: 1090.278687
	Iteration 39Q: 3 clusters Score -7767497 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 136771 members 
Entering Unmasked Estep 
Score: -7767675.500000 Penalty: 1090.278687
	Iteration 40F: 3 clusters Score -7767676 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 139156 members 
Entering Unmasked Estep 
Score: -7767765.000000 Penalty: 1090.278687
	Iteration 41Q: 3 clusters Score -7767765 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 141314 members 
Entering Unmasked Estep 
Score: -7767833.500000 Penalty: 1090.278687
	Iteration 42Q: 3 clusters Score -7767834 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 143267 members 
Entering Unmasked Estep 
Score: -7767880.500000 Penalty: 1090.278687
	Iteration 43Q: 3 clusters Score -7767880 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 144996 members 
Entering Unmasked Estep 
Score: -7767893.500000 Penalty: 1090.278687
	Iteration 44Q: 3 clusters Score -7767894 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 146566 members 
Entering Unmasked Estep 
Score: -7767846.000000 Penalty: 1090.278687
	Iteration 45Q: 3 clusters Score -7767846 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 147950 members 
Entering Unmasked Estep 
Score: -7767792.000000 Penalty: 1090.278687
	Iteration 46Q: 3 clusters Score -7767792 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -7767770.500000 Penalty: 1090.278687
	Iteration 47Q: 3 clusters Score -7767770 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 150281 members 
Entering Unmasked Estep 
Score: -7767718.500000 Penalty: 1090.278687
	Iteration 48Q: 3 clusters Score -7767718 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 151207 members 
Entering Unmasked Estep 
Score: -7767640.000000 Penalty: 1090.278687
	Iteration 49Q: 3 clusters Score -7767640 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 151973 members 
Entering Unmasked Estep 
Score: -7767540.500000 Penalty: 1090.278687
	Iteration 50Q: 3 clusters Score -7767540 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 152658 members 
Entering Unmasked Estep 
Score: -7767500.500000 Penalty: 1090.278687
	Iteration 51Q: 3 clusters Score -7767500 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 153205 members 
Entering Unmasked Estep 
Score: -7767440.500000 Penalty: 1090.278687
	Iteration 52Q: 3 clusters Score -7767440 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 153707 members 
Entering Unmasked Estep 
Score: -7767347.000000 Penalty: 1090.278687
	Iteration 53Q: 3 clusters Score -7767347 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 154174 members 
Entering Unmasked Estep 
Score: -7767248.000000 Penalty: 1090.278687
	Iteration 54Q: 3 clusters Score -7767248 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 154589 members 
Entering Unmasked Estep 
Score: -7767165.500000 Penalty: 1090.278687
	Iteration 55Q: 3 clusters Score -7767166 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -7767082.500000 Penalty: 1090.278687
	Iteration 56Q: 3 clusters Score -7767082 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -7767044.000000 Penalty: 1090.278687
	Iteration 57Q: 3 clusters Score -7767044 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 155356 members 
Entering Unmasked Estep 
Score: -7767012.500000 Penalty: 1090.278687
	Iteration 58Q: 3 clusters Score -7767012 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 155506 members 
Entering Unmasked Estep 
Score: -7766961.500000 Penalty: 1090.278687
	Iteration 59Q: 3 clusters Score -7766962 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 155625 members 
Entering Unmasked Estep 
Score: -7766930.000000 Penalty: 1090.278687
	Iteration 60F: 3 clusters Score -7766930 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 155737 members 
Entering Unmasked Estep 
Score: -7766877.500000 Penalty: 1090.278687
	Iteration 61Q: 3 clusters Score -7766878 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 155833 members 
Entering Unmasked Estep 
Score: -7766854.500000 Penalty: 1090.278687
	Iteration 62Q: 3 clusters Score -7766854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -7766824.000000 Penalty: 1090.278687
	Iteration 63Q: 3 clusters Score -7766824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 155981 members 
Entering Unmasked Estep 
Score: -7766794.500000 Penalty: 1090.278687
	Iteration 64Q: 3 clusters Score -7766794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 156050 members 
Entering Unmasked Estep 
Score: -7766764.500000 Penalty: 1090.278687
	Iteration 65Q: 3 clusters Score -7766764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 156101 members 
Entering Unmasked Estep 
Score: -7766756.500000 Penalty: 1090.278687
	Iteration 66Q: 3 clusters Score -7766756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 156153 members 
Entering Unmasked Estep 
Score: -7766735.000000 Penalty: 1090.278687
	Iteration 67Q: 3 clusters Score -7766735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -7766700.500000 Penalty: 1090.278687
	Iteration 68Q: 3 clusters Score -7766700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 156261 members 
Entering Unmasked Estep 
Score: -7766687.500000 Penalty: 1090.278687
	Iteration 69Q: 3 clusters Score -7766688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 156300 members 
Entering Unmasked Estep 
Score: -7766684.500000 Penalty: 1090.278687
	Iteration 70Q: 3 clusters Score -7766684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 156337 members 
Entering Unmasked Estep 
Score: -7766661.500000 Penalty: 1090.278687
	Iteration 71Q: 3 clusters Score -7766662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 156366 members 
Entering Unmasked Estep 
Score: -7766645.000000 Penalty: 1090.278687
	Iteration 72Q: 3 clusters Score -7766645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 156382 members 
Entering Unmasked Estep 
Score: -7766636.000000 Penalty: 1090.278687
	Iteration 73Q: 3 clusters Score -7766636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 156399 members 
Entering Unmasked Estep 
Score: -7766633.500000 Penalty: 1090.278687
	Iteration 74Q: 3 clusters Score -7766634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 156416 members 
Entering Unmasked Estep 
Score: -7766632.000000 Penalty: 1090.278687
	Iteration 75Q: 3 clusters Score -7766632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 156431 members 
Entering Unmasked Estep 
Score: -7766635.000000 Penalty: 1090.278687
	Iteration 76Q: 3 clusters Score -7766635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 156447 members 
Entering Unmasked Estep 
Score: -7766633.500000 Penalty: 1090.278687
	Iteration 77Q: 3 clusters Score -7766634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 156461 members 
Entering Unmasked Estep 
Score: -7766624.000000 Penalty: 1090.278687
	Iteration 78Q: 3 clusters Score -7766624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 156481 members 
Entering Unmasked Estep 
Score: -7766621.500000 Penalty: 1090.278687
	Iteration 79Q: 3 clusters Score -7766622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 156498 members 
Entering Unmasked Estep 
Score: -7766614.000000 Penalty: 1090.278687
	Iteration 80F: 3 clusters Score -7766614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 156518 members 
Entering Unmasked Estep 
Score: -7766611.500000 Penalty: 1090.278687
	Iteration 81Q: 3 clusters Score -7766612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 156545 members 
Entering Unmasked Estep 
Score: -7766605.000000 Penalty: 1090.278687
	Iteration 82Q: 3 clusters Score -7766605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 156565 members 
Entering Unmasked Estep 
Score: -7766600.000000 Penalty: 1090.278687
	Iteration 83Q: 3 clusters Score -7766600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -7766585.500000 Penalty: 1090.278687
	Iteration 84Q: 3 clusters Score -7766586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 156598 members 
Entering Unmasked Estep 
Score: -7766582.000000 Penalty: 1090.278687
	Iteration 85Q: 3 clusters Score -7766582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 156615 members 
Entering Unmasked Estep 
Score: -7766569.000000 Penalty: 1090.278687
	Iteration 86Q: 3 clusters Score -7766569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 156626 members 
Entering Unmasked Estep 
Score: -7766556.500000 Penalty: 1090.278687
	Iteration 87Q: 3 clusters Score -7766556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 156631 members 
Entering Unmasked Estep 
Score: -7766554.000000 Penalty: 1090.278687
	Iteration 88Q: 3 clusters Score -7766554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -7766547.500000 Penalty: 1090.278687
	Iteration 89Q: 3 clusters Score -7766548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 156637 members 
Entering Unmasked Estep 
Score: -7766544.000000 Penalty: 1090.278687
	Iteration 90Q: 3 clusters Score -7766544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 156636 members 
Entering Unmasked Estep 
Score: -7766546.000000 Penalty: 1090.278687
	Iteration 91Q: 3 clusters Score -7766546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 156637 members 
Entering Unmasked Estep 
Score: -7766540.500000 Penalty: 1090.278687
	Iteration 92Q: 3 clusters Score -7766540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 156637 members 
Entering Unmasked Estep 
Score: -7766540.500000 Penalty: 1090.278687
	Iteration 93F: 3 clusters Score -7766540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 208021 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 111552 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 197771 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 2769 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 3068 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 2395 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 2040 members 
Mstep: Class 32 contains 1650 members 
Mstep: Class 33 contains 1972 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 32632 members 
Mstep: Class 36 contains 3385 members 
Mstep: Class 37 contains 156637 members 
Entering Unmasked Estep 
Score: -90602768.000000 Penalty: 24396.156250
Splitting cluster 27 changes total score from -90585640.000000 to -90602768.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (43363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Entering Unmasked Estep 
Score: -2006090.000000 Penalty: 485.819946
	Iteration 0F: 2 clusters Score -2006090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -1977083.625000 Penalty: 971.639893
	Iteration 0F: 3 clusters Score -1977084 nChanged 20902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -1989793.875000 Penalty: 971.639893
	Iteration 1F: 3 clusters Score -1989794 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -1990630.125000 Penalty: 971.639893
	Iteration 2Q: 3 clusters Score -1990630 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -1992042.250000 Penalty: 971.639893
	Iteration 3F: 3 clusters Score -1992042 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -1994542.250000 Penalty: 971.639893
	Iteration 4F: 3 clusters Score -1994542 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -1997635.000000 Penalty: 971.639893
	Iteration 5F: 3 clusters Score -1997635 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -1999595.750000 Penalty: 971.639893
	Iteration 6F: 3 clusters Score -1999596 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -2000304.750000 Penalty: 971.639893
	Iteration 7Q: 3 clusters Score -2000305 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -2000612.875000 Penalty: 971.639893
	Iteration 8Q: 3 clusters Score -2000613 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -2000807.000000 Penalty: 971.639893
	Iteration 9Q: 3 clusters Score -2000807 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -2000992.250000 Penalty: 971.639893
	Iteration 10Q: 3 clusters Score -2000992 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -2001200.250000 Penalty: 971.639893
	Iteration 11Q: 3 clusters Score -2001200 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -2001431.875000 Penalty: 971.639893
	Iteration 12Q: 3 clusters Score -2001432 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -2001691.375000 Penalty: 971.639893
	Iteration 13Q: 3 clusters Score -2001691 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -2001954.500000 Penalty: 971.639893
	Iteration 14Q: 3 clusters Score -2001954 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -2002231.875000 Penalty: 971.639893
	Iteration 15Q: 3 clusters Score -2002232 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -2002521.125000 Penalty: 971.639893
	Iteration 16Q: 3 clusters Score -2002521 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -2002810.375000 Penalty: 971.639893
	Iteration 17Q: 3 clusters Score -2002810 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -2003132.625000 Penalty: 971.639893
	Iteration 18Q: 3 clusters Score -2003133 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -2003433.750000 Penalty: 971.639893
	Iteration 19Q: 3 clusters Score -2003434 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -2003723.125000 Penalty: 971.639893
	Iteration 20F: 3 clusters Score -2003723 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -2004009.500000 Penalty: 971.639893
	Iteration 21Q: 3 clusters Score -2004010 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -2004282.125000 Penalty: 971.639893
	Iteration 22Q: 3 clusters Score -2004282 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -2004513.500000 Penalty: 971.639893
	Iteration 23Q: 3 clusters Score -2004514 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -2004732.250000 Penalty: 971.639893
	Iteration 24Q: 3 clusters Score -2004732 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -2004944.125000 Penalty: 971.639893
	Iteration 25Q: 3 clusters Score -2004944 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -2005137.125000 Penalty: 971.639893
	Iteration 26Q: 3 clusters Score -2005137 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -2005273.625000 Penalty: 971.639893
	Iteration 27Q: 3 clusters Score -2005274 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -2005381.625000 Penalty: 971.639893
	Iteration 28Q: 3 clusters Score -2005382 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -2005467.750000 Penalty: 971.639893
	Iteration 29Q: 3 clusters Score -2005468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -2005513.500000 Penalty: 971.639893
	Iteration 30Q: 3 clusters Score -2005514 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -2005554.875000 Penalty: 971.639893
	Iteration 31Q: 3 clusters Score -2005555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -2005579.125000 Penalty: 971.639893
	Iteration 32Q: 3 clusters Score -2005579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -2005602.250000 Penalty: 971.639893
	Iteration 33Q: 3 clusters Score -2005602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -2005617.875000 Penalty: 971.639893
	Iteration 34Q: 3 clusters Score -2005618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -2005637.375000 Penalty: 971.639893
	Iteration 35Q: 3 clusters Score -2005637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -2005650.250000 Penalty: 971.639893
	Iteration 36Q: 3 clusters Score -2005650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -2005652.500000 Penalty: 971.639893
	Iteration 37Q: 3 clusters Score -2005652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -2005658.375000 Penalty: 971.639893
	Iteration 38Q: 3 clusters Score -2005658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -2005660.625000 Penalty: 971.639893
	Iteration 39Q: 3 clusters Score -2005661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -2005666.750000 Penalty: 971.639893
	Iteration 40F: 3 clusters Score -2005667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -2005668.375000 Penalty: 971.639893
	Iteration 41Q: 3 clusters Score -2005668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -2005671.250000 Penalty: 971.639893
	Iteration 42Q: 3 clusters Score -2005671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -2005671.750000 Penalty: 971.639893
	Iteration 43Q: 3 clusters Score -2005672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -2005672.750000 Penalty: 971.639893
	Iteration 44Q: 3 clusters Score -2005673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -2005675.500000 Penalty: 971.639893
	Iteration 45Q: 3 clusters Score -2005676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -2005677.125000 Penalty: 971.639893
	Iteration 46Q: 3 clusters Score -2005677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -2005680.125000 Penalty: 971.639893
	Iteration 47Q: 3 clusters Score -2005680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -2005682.125000 Penalty: 971.639893
	Iteration 48Q: 3 clusters Score -2005682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -2005687.750000 Penalty: 971.639893
	Iteration 49Q: 3 clusters Score -2005688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -2005688.125000 Penalty: 971.639893
	Iteration 50Q: 3 clusters Score -2005688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -2005688.625000 Penalty: 971.639893
	Iteration 51Q: 3 clusters Score -2005689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -2005689.000000 Penalty: 971.639893
	Iteration 52Q: 3 clusters Score -2005689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -2005689.000000 Penalty: 971.639893
	Iteration 53F: 3 clusters Score -2005689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 39241 members 
Mstep: Class 4 contains 208021 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 21508 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 198679 members 
Mstep: Class 9 contains 214707 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 9977 members 
Mstep: Class 13 contains 111552 members 
Mstep: Class 14 contains 219545 members 
Mstep: Class 15 contains 113804 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 197771 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 2769 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 230205 members 
Mstep: Class 26 contains 6325 members 
Mstep: Class 27 contains 3068 members 
Mstep: Class 28 contains 43363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90613624.000000 Penalty: 24396.156250
Iteration 79Q: 38 clusters Score -9.061362e+07 nChanged 40056
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 107127 members 
Mstep: Class 3 contains 39229 members 
Mstep: Class 4 contains 208375 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 21467 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 199291 members 
Mstep: Class 9 contains 213660 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 111643 members 
Mstep: Class 14 contains 219396 members 
Mstep: Class 15 contains 116832 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 204067 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 1271 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 1301 members 
Mstep: Class 25 contains 231004 members 
Mstep: Class 26 contains 6334 members 
Mstep: Class 27 contains 3477 members 
Mstep: Class 28 contains 43720 members 
Mstep: Class 29 contains 2406 members 
Mstep: Class 30 contains 672 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 1646 members 
Mstep: Class 33 contains 1768 members 
Mstep: Class 34 contains 310 members 
Mstep: Class 35 contains 30998 members 
Mstep: Class 36 contains 3288 members 
Mstep: Class 37 contains 147976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90618032.000000 Penalty: 24396.156250
Iteration 80F: 38 clusters Score -9.061803e+07 nChanged 37224
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 106522 members 
Mstep: Class 3 contains 39202 members 
Mstep: Class 4 contains 208123 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 6 contains 21376 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 197232 members 
Mstep: Class 9 contains 211838 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 9676 members 
Mstep: Class 13 contains 111429 members 
Mstep: Class 14 contains 219295 members 
Mstep: Class 15 contains 119791 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 18 contains 211490 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 1256 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 1435 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 1300 members 
Mstep: Class 25 contains 228706 members 
Mstep: Class 26 contains 6242 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 43567 members 
Mstep: Class 29 contains 2619 members 
Mstep: Class 30 contains 682 members 
Mstep: Class 31 contains 2052 members 
Mstep: Class 32 contains 1678 members 
Mstep: Class 33 contains 1886 members 
Mstep: Class 34 contains 352 members 
Mstep: Class 35 contains 35437 members 
Mstep: Class 36 contains 3487 members 
Mstep: Class 37 contains 140052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90618896.000000 Penalty: 24396.156250
Iteration 81Q: 38 clusters Score -9.06189e+07 nChanged 28499
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 105699 members 
Mstep: Class 3 contains 39194 members 
Mstep: Class 4 contains 208064 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 21299 members 
Mstep: Class 7 contains 1835 members 
Mstep: Class 8 contains 195501 members 
Mstep: Class 9 contains 209902 members 
Mstep: Class 10 contains 7185 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 9450 members 
Mstep: Class 13 contains 110986 members 
Mstep: Class 14 contains 219306 members 
Mstep: Class 15 contains 122630 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 696 members 
Mstep: Class 18 contains 218268 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 1242 members 
Mstep: Class 21 contains 2577 members 
Mstep: Class 22 contains 1479 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 1299 members 
Mstep: Class 25 contains 226499 members 
Mstep: Class 26 contains 6136 members 
Mstep: Class 27 contains 4110 members 
Mstep: Class 28 contains 43474 members 
Mstep: Class 29 contains 2759 members 
Mstep: Class 30 contains 684 members 
Mstep: Class 31 contains 2081 members 
Mstep: Class 32 contains 1685 members 
Mstep: Class 33 contains 1924 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 38883 members 
Mstep: Class 36 contains 3637 members 
Mstep: Class 37 contains 133828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90618448.000000 Penalty: 24396.156250
Iteration 82Q: 38 clusters Score -9.061845e+07 nChanged 24227
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 104886 members 
Mstep: Class 3 contains 39186 members 
Mstep: Class 4 contains 208253 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 21258 members 
Mstep: Class 7 contains 1866 members 
Mstep: Class 8 contains 193696 members 
Mstep: Class 9 contains 207721 members 
Mstep: Class 10 contains 7178 members 
Mstep: Class 11 contains 2136 members 
Mstep: Class 12 contains 9218 members 
Mstep: Class 13 contains 110379 members 
Mstep: Class 14 contains 219295 members 
Mstep: Class 15 contains 125232 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 18 contains 223574 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 1225 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 1542 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 1300 members 
Mstep: Class 25 contains 224302 members 
Mstep: Class 26 contains 6018 members 
Mstep: Class 27 contains 4441 members 
Mstep: Class 28 contains 43416 members 
Mstep: Class 29 contains 2863 members 
Mstep: Class 30 contains 690 members 
Mstep: Class 31 contains 2096 members 
Mstep: Class 32 contains 1684 members 
Mstep: Class 33 contains 1937 members 
Mstep: Class 34 contains 396 members 
Mstep: Class 35 contains 42431 members 
Mstep: Class 36 contains 3775 members 
Mstep: Class 37 contains 129451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90618088.000000 Penalty: 24396.156250
Iteration 83Q: 38 clusters Score -9.061809e+07 nChanged 21860
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 104143 members 
Mstep: Class 3 contains 39183 members 
Mstep: Class 4 contains 208566 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 21218 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 191974 members 
Mstep: Class 9 contains 205247 members 
Mstep: Class 10 contains 7171 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 8991 members 
Mstep: Class 13 contains 109740 members 
Mstep: Class 14 contains 219276 members 
Mstep: Class 15 contains 127775 members 
Mstep: Class 16 contains 1741 members 
Mstep: Class 17 contains 722 members 
Mstep: Class 18 contains 227417 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 1607 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 1302 members 
Mstep: Class 25 contains 222315 members 
Mstep: Class 26 contains 5925 members 
Mstep: Class 27 contains 4733 members 
Mstep: Class 28 contains 43406 members 
Mstep: Class 29 contains 2932 members 
Mstep: Class 30 contains 693 members 
Mstep: Class 31 contains 2097 members 
Mstep: Class 32 contains 1679 members 
Mstep: Class 33 contains 1946 members 
Mstep: Class 34 contains 408 members 
Mstep: Class 35 contains 45993 members 
Mstep: Class 36 contains 3888 members 
Mstep: Class 37 contains 126457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90616760.000000 Penalty: 24396.156250
Iteration 84Q: 38 clusters Score -9.061676e+07 nChanged 20297
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 103602 members 
Mstep: Class 3 contains 39172 members 
Mstep: Class 4 contains 208926 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 21190 members 
Mstep: Class 7 contains 1886 members 
Mstep: Class 8 contains 190247 members 
Mstep: Class 9 contains 202257 members 
Mstep: Class 10 contains 7170 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 109144 members 
Mstep: Class 14 contains 219283 members 
Mstep: Class 15 contains 130337 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 229971 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 3275 members 
Mstep: Class 24 contains 1304 members 
Mstep: Class 25 contains 220740 members 
Mstep: Class 26 contains 5848 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 43442 members 
Mstep: Class 29 contains 2974 members 
Mstep: Class 30 contains 697 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 1674 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 416 members 
Mstep: Class 35 contains 49588 members 
Mstep: Class 36 contains 3970 members 
Mstep: Class 37 contains 124524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90615072.000000 Penalty: 24396.156250
Iteration 85Q: 38 clusters Score -9.061507e+07 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 103119 members 
Mstep: Class 3 contains 39187 members 
Mstep: Class 4 contains 209398 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 21149 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 188827 members 
Mstep: Class 9 contains 198620 members 
Mstep: Class 10 contains 7169 members 
Mstep: Class 11 contains 2101 members 
Mstep: Class 12 contains 8575 members 
Mstep: Class 13 contains 108546 members 
Mstep: Class 14 contains 219363 members 
Mstep: Class 15 contains 132971 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 231487 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 1306 members 
Mstep: Class 25 contains 219728 members 
Mstep: Class 26 contains 5771 members 
Mstep: Class 27 contains 5272 members 
Mstep: Class 28 contains 43473 members 
Mstep: Class 29 contains 3007 members 
Mstep: Class 30 contains 701 members 
Mstep: Class 31 contains 2090 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 1939 members 
Mstep: Class 34 contains 430 members 
Mstep: Class 35 contains 53171 members 
Mstep: Class 36 contains 4048 members 
Mstep: Class 37 contains 123055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90613400.000000 Penalty: 24396.156250
Iteration 86Q: 38 clusters Score -9.06134e+07 nChanged 18933
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 102696 members 
Mstep: Class 3 contains 39188 members 
Mstep: Class 4 contains 209814 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 21121 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 187626 members 
Mstep: Class 9 contains 194819 members 
Mstep: Class 10 contains 7164 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 8423 members 
Mstep: Class 13 contains 107990 members 
Mstep: Class 14 contains 219426 members 
Mstep: Class 15 contains 135686 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 761 members 
Mstep: Class 18 contains 232218 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 1800 members 
Mstep: Class 23 contains 3557 members 
Mstep: Class 24 contains 1308 members 
Mstep: Class 25 contains 218921 members 
Mstep: Class 26 contains 5717 members 
Mstep: Class 27 contains 5525 members 
Mstep: Class 28 contains 43517 members 
Mstep: Class 29 contains 3022 members 
Mstep: Class 30 contains 703 members 
Mstep: Class 31 contains 2091 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 1945 members 
Mstep: Class 34 contains 442 members 
Mstep: Class 35 contains 56840 members 
Mstep: Class 36 contains 4134 members 
Mstep: Class 37 contains 121880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90612152.000000 Penalty: 24396.156250
Iteration 87Q: 38 clusters Score -9.061215e+07 nChanged 18143
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 102366 members 
Mstep: Class 3 contains 39204 members 
Mstep: Class 4 contains 210207 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 21093 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 186749 members 
Mstep: Class 9 contains 190869 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 8310 members 
Mstep: Class 13 contains 107430 members 
Mstep: Class 14 contains 219495 members 
Mstep: Class 15 contains 138389 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 18 contains 232358 members 
Mstep: Class 19 contains 1601 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 1843 members 
Mstep: Class 23 contains 3673 members 
Mstep: Class 24 contains 1309 members 
Mstep: Class 25 contains 218300 members 
Mstep: Class 26 contains 5649 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 43581 members 
Mstep: Class 29 contains 3021 members 
Mstep: Class 30 contains 706 members 
Mstep: Class 31 contains 2095 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 1945 members 
Mstep: Class 34 contains 453 members 
Mstep: Class 35 contains 60536 members 
Mstep: Class 36 contains 4209 members 
Mstep: Class 37 contains 120876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90611536.000000 Penalty: 24396.156250
Iteration 88Q: 38 clusters Score -9.061154e+07 nChanged 17269
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 102148 members 
Mstep: Class 3 contains 39219 members 
Mstep: Class 4 contains 210653 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 21073 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 186067 members 
Mstep: Class 9 contains 186985 members 
Mstep: Class 10 contains 7155 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 8216 members 
Mstep: Class 13 contains 106918 members 
Mstep: Class 14 contains 219511 members 
Mstep: Class 15 contains 140941 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 18 contains 232137 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 1900 members 
Mstep: Class 23 contains 3757 members 
Mstep: Class 24 contains 1309 members 
Mstep: Class 25 contains 217744 members 
Mstep: Class 26 contains 5572 members 
Mstep: Class 27 contains 5987 members 
Mstep: Class 28 contains 43683 members 
Mstep: Class 29 contains 3010 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 2100 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 1965 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 64327 members 
Mstep: Class 36 contains 4264 members 
Mstep: Class 37 contains 119794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90610792.000000 Penalty: 24396.156250
Iteration 89Q: 38 clusters Score -9.061079e+07 nChanged 17070
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 101954 members 
Mstep: Class 3 contains 39240 members 
Mstep: Class 4 contains 211137 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 21054 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 8 contains 185654 members 
Mstep: Class 9 contains 183075 members 
Mstep: Class 10 contains 7153 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 8138 members 
Mstep: Class 13 contains 106407 members 
Mstep: Class 14 contains 219501 members 
Mstep: Class 15 contains 143337 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 231630 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 1937 members 
Mstep: Class 23 contains 3827 members 
Mstep: Class 24 contains 1309 members 
Mstep: Class 25 contains 217448 members 
Mstep: Class 26 contains 5509 members 
Mstep: Class 27 contains 6203 members 
Mstep: Class 28 contains 43781 members 
Mstep: Class 29 contains 2970 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1978 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 68121 members 
Mstep: Class 36 contains 4315 members 
Mstep: Class 37 contains 118666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90610288.000000 Penalty: 24396.156250
Iteration 90Q: 38 clusters Score -9.061029e+07 nChanged 17106
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 101767 members 
Mstep: Class 3 contains 39249 members 
Mstep: Class 4 contains 211559 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 21055 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 185404 members 
Mstep: Class 9 contains 179222 members 
Mstep: Class 10 contains 7148 members 
Mstep: Class 11 contains 2042 members 
Mstep: Class 12 contains 8081 members 
Mstep: Class 13 contains 105935 members 
Mstep: Class 14 contains 219532 members 
Mstep: Class 15 contains 145759 members 
Mstep: Class 16 contains 1857 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 230776 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 1964 members 
Mstep: Class 23 contains 3856 members 
Mstep: Class 24 contains 1309 members 
Mstep: Class 25 contains 217156 members 
Mstep: Class 26 contains 5449 members 
Mstep: Class 27 contains 6441 members 
Mstep: Class 28 contains 43889 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 706 members 
Mstep: Class 31 contains 2100 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 476 members 
Mstep: Class 35 contains 72137 members 
Mstep: Class 36 contains 4357 members 
Mstep: Class 37 contains 117400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90610328.000000 Penalty: 24396.156250
Iteration 91Q: 38 clusters Score -9.061033e+07 nChanged 17359
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 101592 members 
Mstep: Class 3 contains 39261 members 
Mstep: Class 4 contains 212006 members 
Mstep: Class 5 contains 718 members 
Mstep: Class 6 contains 21059 members 
Mstep: Class 7 contains 1925 members 
Mstep: Class 8 contains 185284 members 
Mstep: Class 9 contains 175428 members 
Mstep: Class 10 contains 7143 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 8038 members 
Mstep: Class 13 contains 105504 members 
Mstep: Class 14 contains 219569 members 
Mstep: Class 15 contains 148085 members 
Mstep: Class 16 contains 1861 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 229743 members 
Mstep: Class 19 contains 1626 members 
Mstep: Class 20 contains 1139 members 
Mstep: Class 21 contains 2557 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 3864 members 
Mstep: Class 24 contains 1309 members 
Mstep: Class 25 contains 216912 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 43994 members 
Mstep: Class 29 contains 2837 members 
Mstep: Class 30 contains 705 members 
Mstep: Class 31 contains 2102 members 
Mstep: Class 32 contains 1657 members 
Mstep: Class 33 contains 2005 members 
Mstep: Class 34 contains 484 members 
Mstep: Class 35 contains 76212 members 
Mstep: Class 36 contains 4400 members 
Mstep: Class 37 contains 116047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90610032.000000 Penalty: 24396.156250
Iteration 92Q: 38 clusters Score -9.061003e+07 nChanged 17892
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 101426 members 
Mstep: Class 3 contains 39275 members 
Mstep: Class 4 contains 212501 members 
Mstep: Class 5 contains 718 members 
Mstep: Class 6 contains 21055 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 185207 members 
Mstep: Class 9 contains 171560 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 7983 members 
Mstep: Class 13 contains 105161 members 
Mstep: Class 14 contains 219635 members 
Mstep: Class 15 contains 150193 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 802 members 
Mstep: Class 18 contains 228806 members 
Mstep: Class 19 contains 1633 members 
Mstep: Class 20 contains 1127 members 
Mstep: Class 21 contains 2552 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 3860 members 
Mstep: Class 24 contains 1309 members 
Mstep: Class 25 contains 216687 members 
Mstep: Class 26 contains 5367 members 
Mstep: Class 27 contains 6898 members 
Mstep: Class 28 contains 44115 members 
Mstep: Class 29 contains 2751 members 
Mstep: Class 30 contains 705 members 
Mstep: Class 31 contains 2105 members 
Mstep: Class 32 contains 1653 members 
Mstep: Class 33 contains 2015 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 80489 members 
Mstep: Class 36 contains 4433 members 
Mstep: Class 37 contains 114512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90610024.000000 Penalty: 24396.156250
Iteration 93Q: 38 clusters Score -9.061002e+07 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 101226 members 
Mstep: Class 3 contains 39290 members 
Mstep: Class 4 contains 213026 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 21050 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 185171 members 
Mstep: Class 9 contains 167809 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 104840 members 
Mstep: Class 14 contains 219725 members 
Mstep: Class 15 contains 152149 members 
Mstep: Class 16 contains 1879 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 227826 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 1116 members 
Mstep: Class 21 contains 2549 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 3872 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 216300 members 
Mstep: Class 26 contains 5327 members 
Mstep: Class 27 contains 7115 members 
Mstep: Class 28 contains 44287 members 
Mstep: Class 29 contains 2665 members 
Mstep: Class 30 contains 705 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 1649 members 
Mstep: Class 33 contains 2025 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 84949 members 
Mstep: Class 36 contains 4467 members 
Mstep: Class 37 contains 112876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90609584.000000 Penalty: 24396.156250
Iteration 94Q: 38 clusters Score -9.060958e+07 nChanged 18535
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 100983 members 
Mstep: Class 3 contains 39289 members 
Mstep: Class 4 contains 213659 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 21052 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 8 contains 184836 members 
Mstep: Class 9 contains 164205 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 7894 members 
Mstep: Class 13 contains 104525 members 
Mstep: Class 14 contains 219805 members 
Mstep: Class 15 contains 153764 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 227314 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 3868 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 216086 members 
Mstep: Class 26 contains 5295 members 
Mstep: Class 27 contains 7367 members 
Mstep: Class 28 contains 44449 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 705 members 
Mstep: Class 31 contains 2108 members 
Mstep: Class 32 contains 1649 members 
Mstep: Class 33 contains 2025 members 
Mstep: Class 34 contains 501 members 
Mstep: Class 35 contains 89332 members 
Mstep: Class 36 contains 4501 members 
Mstep: Class 37 contains 111088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90608216.000000 Penalty: 24396.156250
Iteration 95Q: 38 clusters Score -9.060822e+07 nChanged 18086
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 100738 members 
Mstep: Class 3 contains 39291 members 
Mstep: Class 4 contains 214305 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 21069 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 184275 members 
Mstep: Class 9 contains 160804 members 
Mstep: Class 10 contains 7137 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 7872 members 
Mstep: Class 13 contains 104236 members 
Mstep: Class 14 contains 219859 members 
Mstep: Class 15 contains 155204 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 227352 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 20 contains 1106 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 22 contains 2045 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 215823 members 
Mstep: Class 26 contains 5266 members 
Mstep: Class 27 contains 7605 members 
Mstep: Class 28 contains 44625 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 705 members 
Mstep: Class 31 contains 2111 members 
Mstep: Class 32 contains 1649 members 
Mstep: Class 33 contains 2034 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 93404 members 
Mstep: Class 36 contains 4544 members 
Mstep: Class 37 contains 109262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90605384.000000 Penalty: 24396.156250
Iteration 96Q: 38 clusters Score -9.060538e+07 nChanged 17224
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 100474 members 
Mstep: Class 3 contains 39291 members 
Mstep: Class 4 contains 215051 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 21079 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 183674 members 
Mstep: Class 9 contains 157662 members 
Mstep: Class 10 contains 7137 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 7854 members 
Mstep: Class 13 contains 103994 members 
Mstep: Class 14 contains 219926 members 
Mstep: Class 15 contains 156321 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 227725 members 
Mstep: Class 19 contains 1644 members 
Mstep: Class 20 contains 1104 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 2051 members 
Mstep: Class 23 contains 3814 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 215536 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 7862 members 
Mstep: Class 28 contains 44755 members 
Mstep: Class 29 contains 2399 members 
Mstep: Class 30 contains 705 members 
Mstep: Class 31 contains 2112 members 
Mstep: Class 32 contains 1649 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 505 members 
Mstep: Class 35 contains 97045 members 
Mstep: Class 36 contains 4594 members 
Mstep: Class 37 contains 107564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90603224.000000 Penalty: 24396.156250
Iteration 97Q: 38 clusters Score -9.060322e+07 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 100248 members 
Mstep: Class 3 contains 39286 members 
Mstep: Class 4 contains 215677 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 21079 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 183159 members 
Mstep: Class 9 contains 154710 members 
Mstep: Class 10 contains 7135 members 
Mstep: Class 11 contains 2021 members 
Mstep: Class 12 contains 7843 members 
Mstep: Class 13 contains 103817 members 
Mstep: Class 14 contains 220008 members 
Mstep: Class 15 contains 157011 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 228229 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 2513 members 
Mstep: Class 22 contains 2058 members 
Mstep: Class 23 contains 3765 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 215476 members 
Mstep: Class 26 contains 5211 members 
Mstep: Class 27 contains 8125 members 
Mstep: Class 28 contains 44847 members 
Mstep: Class 29 contains 2320 members 
Mstep: Class 30 contains 704 members 
Mstep: Class 31 contains 2112 members 
Mstep: Class 32 contains 1647 members 
Mstep: Class 33 contains 2055 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 100352 members 
Mstep: Class 36 contains 4659 members 
Mstep: Class 37 contains 106036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90600560.000000 Penalty: 24396.156250
Iteration 98Q: 38 clusters Score -9.060056e+07 nChanged 14881
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 100076 members 
Mstep: Class 3 contains 39283 members 
Mstep: Class 4 contains 216360 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 21085 members 
Mstep: Class 7 contains 1935 members 
Mstep: Class 8 contains 182583 members 
Mstep: Class 9 contains 151919 members 
Mstep: Class 10 contains 7133 members 
Mstep: Class 11 contains 2014 members 
Mstep: Class 12 contains 7827 members 
Mstep: Class 13 contains 103642 members 
Mstep: Class 14 contains 220045 members 
Mstep: Class 15 contains 157452 members 
Mstep: Class 16 contains 1903 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 228908 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 3721 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 215399 members 
Mstep: Class 26 contains 5206 members 
Mstep: Class 27 contains 8369 members 
Mstep: Class 28 contains 44897 members 
Mstep: Class 29 contains 2247 members 
Mstep: Class 30 contains 704 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 1649 members 
Mstep: Class 33 contains 2066 members 
Mstep: Class 34 contains 512 members 
Mstep: Class 35 contains 103379 members 
Mstep: Class 36 contains 4727 members 
Mstep: Class 37 contains 104728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90598176.000000 Penalty: 24396.156250
Iteration 99Q: 38 clusters Score -9.059818e+07 nChanged 13988
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 99935 members 
Mstep: Class 3 contains 39283 members 
Mstep: Class 4 contains 217019 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 21078 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 182152 members 
Mstep: Class 9 contains 149371 members 
Mstep: Class 10 contains 7129 members 
Mstep: Class 11 contains 1994 members 
Mstep: Class 12 contains 7816 members 
Mstep: Class 13 contains 103478 members 
Mstep: Class 14 contains 220108 members 
Mstep: Class 15 contains 157509 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 229656 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 2504 members 
Mstep: Class 22 contains 2080 members 
Mstep: Class 23 contains 3660 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 215265 members 
Mstep: Class 26 contains 5189 members 
Mstep: Class 27 contains 8633 members 
Mstep: Class 28 contains 44957 members 
Mstep: Class 29 contains 2165 members 
Mstep: Class 30 contains 705 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 2075 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 106183 members 
Mstep: Class 36 contains 4798 members 
Mstep: Class 37 contains 103601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90597296.000000 Penalty: 24396.156250
Iteration 100F: 38 clusters Score -9.05973e+07 nChanged 17687
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 99801 members 
Mstep: Class 3 contains 39282 members 
Mstep: Class 4 contains 217539 members 
Mstep: Class 5 contains 726 members 
Mstep: Class 6 contains 21054 members 
Mstep: Class 7 contains 1936 members 
Mstep: Class 8 contains 180979 members 
Mstep: Class 9 contains 146089 members 
Mstep: Class 10 contains 7125 members 
Mstep: Class 11 contains 1994 members 
Mstep: Class 12 contains 7802 members 
Mstep: Class 13 contains 103297 members 
Mstep: Class 14 contains 220159 members 
Mstep: Class 15 contains 157756 members 
Mstep: Class 16 contains 1905 members 
Mstep: Class 17 contains 841 members 
Mstep: Class 18 contains 229334 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 3720 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 213978 members 
Mstep: Class 26 contains 5177 members 
Mstep: Class 27 contains 8967 members 
Mstep: Class 28 contains 45030 members 
Mstep: Class 29 contains 2116 members 
Mstep: Class 30 contains 705 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 1653 members 
Mstep: Class 33 contains 2077 members 
Mstep: Class 34 contains 532 members 
Mstep: Class 35 contains 112223 members 
Mstep: Class 36 contains 4846 members 
Mstep: Class 37 contains 102680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90596856.000000 Penalty: 24396.156250
Iteration 101Q: 38 clusters Score -9.059686e+07 nChanged 18048
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 99722 members 
Mstep: Class 3 contains 39282 members 
Mstep: Class 4 contains 218014 members 
Mstep: Class 5 contains 745 members 
Mstep: Class 6 contains 21033 members 
Mstep: Class 7 contains 1936 members 
Mstep: Class 8 contains 179874 members 
Mstep: Class 9 contains 142900 members 
Mstep: Class 10 contains 7122 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 103145 members 
Mstep: Class 14 contains 220191 members 
Mstep: Class 15 contains 157494 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 17 contains 849 members 
Mstep: Class 18 contains 229072 members 
Mstep: Class 19 contains 1658 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 2497 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 3784 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 212909 members 
Mstep: Class 26 contains 5161 members 
Mstep: Class 27 contains 9318 members 
Mstep: Class 28 contains 45114 members 
Mstep: Class 29 contains 2071 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 2109 members 
Mstep: Class 32 contains 1654 members 
Mstep: Class 33 contains 2079 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 118339 members 
Mstep: Class 36 contains 4902 members 
Mstep: Class 37 contains 101668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90596872.000000 Penalty: 24396.156250
Iteration 102Q: 38 clusters Score -9.059687e+07 nChanged 18091
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 99661 members 
Mstep: Class 3 contains 39289 members 
Mstep: Class 4 contains 218480 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 178868 members 
Mstep: Class 9 contains 139712 members 
Mstep: Class 10 contains 7118 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 7797 members 
Mstep: Class 13 contains 102968 members 
Mstep: Class 14 contains 220200 members 
Mstep: Class 15 contains 157092 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 866 members 
Mstep: Class 18 contains 228634 members 
Mstep: Class 19 contains 1660 members 
Mstep: Class 20 contains 1095 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 2182 members 
Mstep: Class 23 contains 3882 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 212030 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 9678 members 
Mstep: Class 28 contains 45167 members 
Mstep: Class 29 contains 2025 members 
Mstep: Class 30 contains 741 members 
Mstep: Class 31 contains 2110 members 
Mstep: Class 32 contains 1657 members 
Mstep: Class 33 contains 2077 members 
Mstep: Class 34 contains 556 members 
Mstep: Class 35 contains 124605 members 
Mstep: Class 36 contains 4945 members 
Mstep: Class 37 contains 100546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90596480.000000 Penalty: 24396.156250
Iteration 103Q: 38 clusters Score -9.059648e+07 nChanged 17986
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 99617 members 
Mstep: Class 3 contains 39288 members 
Mstep: Class 4 contains 218862 members 
Mstep: Class 5 contains 698 members 
Mstep: Class 6 contains 21003 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 178053 members 
Mstep: Class 9 contains 136701 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 2013 members 
Mstep: Class 12 contains 7785 members 
Mstep: Class 13 contains 102766 members 
Mstep: Class 14 contains 220212 members 
Mstep: Class 15 contains 156386 members 
Mstep: Class 16 contains 1925 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 228116 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 2483 members 
Mstep: Class 22 contains 2219 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 211386 members 
Mstep: Class 26 contains 5115 members 
Mstep: Class 27 contains 10087 members 
Mstep: Class 28 contains 45213 members 
Mstep: Class 29 contains 1991 members 
Mstep: Class 30 contains 757 members 
Mstep: Class 31 contains 2109 members 
Mstep: Class 32 contains 1660 members 
Mstep: Class 33 contains 2090 members 
Mstep: Class 34 contains 559 members 
Mstep: Class 35 contains 130834 members 
Mstep: Class 36 contains 4997 members 
Mstep: Class 37 contains 99276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90595896.000000 Penalty: 24396.156250
Iteration 104Q: 38 clusters Score -9.05959e+07 nChanged 17844
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 99560 members 
Mstep: Class 3 contains 39284 members 
Mstep: Class 4 contains 219256 members 
Mstep: Class 5 contains 690 members 
Mstep: Class 6 contains 20993 members 
Mstep: Class 7 contains 1943 members 
Mstep: Class 8 contains 177377 members 
Mstep: Class 9 contains 133871 members 
Mstep: Class 10 contains 7105 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 7764 members 
Mstep: Class 13 contains 102596 members 
Mstep: Class 14 contains 220213 members 
Mstep: Class 15 contains 155350 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 920 members 
Mstep: Class 18 contains 227751 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 1310 members 
Mstep: Class 25 contains 210804 members 
Mstep: Class 26 contains 5085 members 
Mstep: Class 27 contains 10460 members 
Mstep: Class 28 contains 45272 members 
Mstep: Class 29 contains 1947 members 
Mstep: Class 30 contains 764 members 
Mstep: Class 31 contains 2109 members 
Mstep: Class 32 contains 1662 members 
Mstep: Class 33 contains 2105 members 
Mstep: Class 34 contains 559 members 
Mstep: Class 35 contains 137158 members 
Mstep: Class 36 contains 5047 members 
Mstep: Class 37 contains 97730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90594848.000000 Penalty: 24396.156250
Iteration 105Q: 38 clusters Score -9.059485e+07 nChanged 17687
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 99504 members 
Mstep: Class 3 contains 39272 members 
Mstep: Class 4 contains 219603 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 20980 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 176901 members 
Mstep: Class 9 contains 131170 members 
Mstep: Class 10 contains 7097 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 7759 members 
Mstep: Class 13 contains 102448 members 
Mstep: Class 14 contains 220238 members 
Mstep: Class 15 contains 153961 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 18 contains 227506 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 2277 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 1311 members 
Mstep: Class 25 contains 210328 members 
Mstep: Class 26 contains 5057 members 
Mstep: Class 27 contains 10789 members 
Mstep: Class 28 contains 45310 members 
Mstep: Class 29 contains 1901 members 
Mstep: Class 30 contains 771 members 
Mstep: Class 31 contains 2104 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2106 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 143568 members 
Mstep: Class 36 contains 5098 members 
Mstep: Class 37 contains 95971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90594360.000000 Penalty: 24396.156250
Iteration 106Q: 38 clusters Score -9.059436e+07 nChanged 17817
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 99433 members 
Mstep: Class 3 contains 39249 members 
Mstep: Class 4 contains 219788 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 20981 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 176482 members 
Mstep: Class 9 contains 128730 members 
Mstep: Class 10 contains 7084 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 7779 members 
Mstep: Class 13 contains 102259 members 
Mstep: Class 14 contains 220266 members 
Mstep: Class 15 contains 152267 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 227172 members 
Mstep: Class 19 contains 1670 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 2473 members 
Mstep: Class 22 contains 2301 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 209978 members 
Mstep: Class 26 contains 5053 members 
Mstep: Class 27 contains 11119 members 
Mstep: Class 28 contains 45346 members 
Mstep: Class 29 contains 1851 members 
Mstep: Class 30 contains 775 members 
Mstep: Class 31 contains 2100 members 
Mstep: Class 32 contains 1671 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 577 members 
Mstep: Class 35 contains 150258 members 
Mstep: Class 36 contains 5140 members 
Mstep: Class 37 contains 94116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90594024.000000 Penalty: 24396.156250
Iteration 107Q: 38 clusters Score -9.059402e+07 nChanged 17845
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 39240 members 
Mstep: Class 4 contains 219919 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 20983 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 176090 members 
Mstep: Class 9 contains 126560 members 
Mstep: Class 10 contains 7073 members 
Mstep: Class 11 contains 1995 members 
Mstep: Class 12 contains 7833 members 
Mstep: Class 13 contains 102053 members 
Mstep: Class 14 contains 220308 members 
Mstep: Class 15 contains 150379 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 226718 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 209513 members 
Mstep: Class 26 contains 5049 members 
Mstep: Class 27 contains 11393 members 
Mstep: Class 28 contains 45414 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 776 members 
Mstep: Class 31 contains 2095 members 
Mstep: Class 32 contains 1672 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 583 members 
Mstep: Class 35 contains 157277 members 
Mstep: Class 36 contains 5185 members 
Mstep: Class 37 contains 92116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90594456.000000 Penalty: 24396.156250
Iteration 108Q: 38 clusters Score -9.059446e+07 nChanged 18135
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 99251 members 
Mstep: Class 3 contains 39231 members 
Mstep: Class 4 contains 219990 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 6 contains 20965 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 175765 members 
Mstep: Class 9 contains 124666 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1980 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 101869 members 
Mstep: Class 14 contains 220329 members 
Mstep: Class 15 contains 148231 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 997 members 
Mstep: Class 18 contains 226116 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 1076 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 2369 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 208947 members 
Mstep: Class 26 contains 5057 members 
Mstep: Class 27 contains 11612 members 
Mstep: Class 28 contains 45542 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 776 members 
Mstep: Class 31 contains 2093 members 
Mstep: Class 32 contains 1670 members 
Mstep: Class 33 contains 2107 members 
Mstep: Class 34 contains 587 members 
Mstep: Class 35 contains 164675 members 
Mstep: Class 36 contains 5224 members 
Mstep: Class 37 contains 89988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90596288.000000 Penalty: 24396.156250
Iteration 109Q: 38 clusters Score -9.059629e+07 nChanged 19591
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 99129 members 
Mstep: Class 3 contains 39226 members 
Mstep: Class 4 contains 220094 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 20957 members 
Mstep: Class 7 contains 2011 members 
Mstep: Class 8 contains 176476 members 
Mstep: Class 9 contains 122970 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 101651 members 
Mstep: Class 14 contains 220399 members 
Mstep: Class 15 contains 146126 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 1011 members 
Mstep: Class 18 contains 224412 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1072 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 2399 members 
Mstep: Class 23 contains 4496 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 207428 members 
Mstep: Class 26 contains 5064 members 
Mstep: Class 27 contains 11813 members 
Mstep: Class 28 contains 45659 members 
Mstep: Class 29 contains 1704 members 
Mstep: Class 30 contains 776 members 
Mstep: Class 31 contains 2089 members 
Mstep: Class 32 contains 1668 members 
Mstep: Class 33 contains 2102 members 
Mstep: Class 34 contains 598 members 
Mstep: Class 35 contains 173140 members 
Mstep: Class 36 contains 5257 members 
Mstep: Class 37 contains 87593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90601504.000000 Penalty: 24396.156250
Iteration 110Q: 38 clusters Score -9.06015e+07 nChanged 24256
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 99084 members 
Mstep: Class 3 contains 39218 members 
Mstep: Class 4 contains 220325 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 6 contains 20952 members 
Mstep: Class 7 contains 2025 members 
Mstep: Class 8 contains 178253 members 
Mstep: Class 9 contains 121407 members 
Mstep: Class 10 contains 7047 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 8094 members 
Mstep: Class 13 contains 101403 members 
Mstep: Class 14 contains 220482 members 
Mstep: Class 15 contains 143886 members 
Mstep: Class 16 contains 1935 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 220788 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 4515 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 205207 members 
Mstep: Class 26 contains 5058 members 
Mstep: Class 27 contains 11976 members 
Mstep: Class 28 contains 45751 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 30 contains 776 members 
Mstep: Class 31 contains 2081 members 
Mstep: Class 32 contains 1666 members 
Mstep: Class 33 contains 2101 members 
Mstep: Class 34 contains 611 members 
Mstep: Class 35 contains 183263 members 
Mstep: Class 36 contains 5286 members 
Mstep: Class 37 contains 84992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90608280.000000 Penalty: 24396.156250
Iteration 111Q: 38 clusters Score -9.060828e+07 nChanged 30645
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 99047 members 
Mstep: Class 3 contains 39210 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 20934 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 181041 members 
Mstep: Class 9 contains 119961 members 
Mstep: Class 10 contains 7038 members 
Mstep: Class 11 contains 1982 members 
Mstep: Class 12 contains 8178 members 
Mstep: Class 13 contains 101170 members 
Mstep: Class 14 contains 220562 members 
Mstep: Class 15 contains 141520 members 
Mstep: Class 16 contains 1932 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 215028 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 1070 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 2398 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 202487 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 12125 members 
Mstep: Class 28 contains 45799 members 
Mstep: Class 29 contains 1623 members 
Mstep: Class 30 contains 776 members 
Mstep: Class 31 contains 2074 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 2099 members 
Mstep: Class 34 contains 625 members 
Mstep: Class 35 contains 195713 members 
Mstep: Class 36 contains 5320 members 
Mstep: Class 37 contains 81797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90615088.000000 Penalty: 24396.156250
Iteration 112Q: 38 clusters Score -9.061509e+07 nChanged 41237
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 99070 members 
Mstep: Class 3 contains 39191 members 
Mstep: Class 4 contains 220766 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 20906 members 
Mstep: Class 7 contains 2037 members 
Mstep: Class 8 contains 185369 members 
Mstep: Class 9 contains 118631 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 1990 members 
Mstep: Class 12 contains 8267 members 
Mstep: Class 13 contains 100963 members 
Mstep: Class 14 contains 220653 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 1924 members 
Mstep: Class 17 contains 1043 members 
Mstep: Class 18 contains 206458 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 1069 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 2383 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 199110 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 12262 members 
Mstep: Class 28 contains 45832 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 776 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 1658 members 
Mstep: Class 33 contains 2109 members 
Mstep: Class 34 contains 637 members 
Mstep: Class 35 contains 211079 members 
Mstep: Class 36 contains 5344 members 
Mstep: Class 37 contains 77661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90618896.000000 Penalty: 24396.156250
Iteration 113Q: 38 clusters Score -9.06189e+07 nChanged 51990
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 99189 members 
Mstep: Class 3 contains 39167 members 
Mstep: Class 4 contains 220437 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 8 contains 190325 members 
Mstep: Class 9 contains 117817 members 
Mstep: Class 10 contains 7020 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 12 contains 8351 members 
Mstep: Class 13 contains 100826 members 
Mstep: Class 14 contains 220689 members 
Mstep: Class 15 contains 136709 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 198453 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 1070 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 192521 members 
Mstep: Class 26 contains 5043 members 
Mstep: Class 27 contains 12445 members 
Mstep: Class 28 contains 45885 members 
Mstep: Class 29 contains 1577 members 
Mstep: Class 30 contains 776 members 
Mstep: Class 31 contains 2064 members 
Mstep: Class 32 contains 1655 members 
Mstep: Class 33 contains 2109 members 
Mstep: Class 34 contains 652 members 
Mstep: Class 35 contains 229586 members 
Mstep: Class 36 contains 5363 members 
Mstep: Class 37 contains 71975 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 38 clusters Score -9.0611e+07 nChanged 55271
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 99562 members 
Mstep: Class 3 contains 39141 members 
Mstep: Class 4 contains 219735 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 195873 members 
Mstep: Class 9 contains 117484 members 
Mstep: Class 10 contains 7017 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 8424 members 
Mstep: Class 13 contains 100887 members 
Mstep: Class 14 contains 220592 members 
Mstep: Class 15 contains 134866 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 196593 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1069 members 
Mstep: Class 21 contains 2455 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 4430 members 
Mstep: Class 24 contains 1314 members 
Mstep: Class 25 contains 183553 members 
Mstep: Class 26 contains 5072 members 
Mstep: Class 27 contains 12631 members 
Mstep: Class 28 contains 45941 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 2061 members 
Mstep: Class 32 contains 1649 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 667 members 
Mstep: Class 35 contains 243702 members 
Mstep: Class 36 contains 5384 members 
Mstep: Class 37 contains 65448 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 38 clusters Score -9.058759e+07 nChanged 42017
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 100323 members 
Mstep: Class 3 contains 39116 members 
Mstep: Class 4 contains 219527 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 20845 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 201437 members 
Mstep: Class 9 contains 117237 members 
Mstep: Class 10 contains 7017 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 8490 members 
Mstep: Class 13 contains 101303 members 
Mstep: Class 14 contains 220439 members 
Mstep: Class 15 contains 132324 members 
Mstep: Class 16 contains 1909 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 201202 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 1067 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 4411 members 
Mstep: Class 24 contains 1315 members 
Mstep: Class 25 contains 180722 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 12825 members 
Mstep: Class 28 contains 46026 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 778 members 
Mstep: Class 31 contains 2060 members 
Mstep: Class 32 contains 1647 members 
Mstep: Class 33 contains 2138 members 
Mstep: Class 34 contains 680 members 
Mstep: Class 35 contains 244027 members 
Mstep: Class 36 contains 5401 members 
Mstep: Class 37 contains 59473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90578368.000000 Penalty: 24396.156250
Iteration 116Q: 38 clusters Score -9.057837e+07 nChanged 31157
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 100803 members 
Mstep: Class 3 contains 39095 members 
Mstep: Class 4 contains 219597 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 20840 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 206069 members 
Mstep: Class 9 contains 117074 members 
Mstep: Class 10 contains 7018 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 8546 members 
Mstep: Class 13 contains 101721 members 
Mstep: Class 14 contains 220304 members 
Mstep: Class 15 contains 129300 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 1062 members 
Mstep: Class 18 contains 206376 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 1064 members 
Mstep: Class 21 contains 2455 members 
Mstep: Class 22 contains 2058 members 
Mstep: Class 23 contains 4413 members 
Mstep: Class 24 contains 1319 members 
Mstep: Class 25 contains 181903 members 
Mstep: Class 26 contains 5155 members 
Mstep: Class 27 contains 12992 members 
Mstep: Class 28 contains 46094 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 2056 members 
Mstep: Class 32 contains 1643 members 
Mstep: Class 33 contains 2145 members 
Mstep: Class 34 contains 694 members 
Mstep: Class 35 contains 240986 members 
Mstep: Class 36 contains 5410 members 
Mstep: Class 37 contains 53670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90577688.000000 Penalty: 24396.156250
Iteration 117Q: 38 clusters Score -9.057769e+07 nChanged 23788
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 100785 members 
Mstep: Class 3 contains 39079 members 
Mstep: Class 4 contains 219570 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 208737 members 
Mstep: Class 9 contains 117087 members 
Mstep: Class 10 contains 7017 members 
Mstep: Class 11 contains 2041 members 
Mstep: Class 12 contains 8616 members 
Mstep: Class 13 contains 101931 members 
Mstep: Class 14 contains 220207 members 
Mstep: Class 15 contains 126422 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 212054 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 1938 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 184064 members 
Mstep: Class 26 contains 5165 members 
Mstep: Class 27 contains 13134 members 
Mstep: Class 28 contains 46135 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 1638 members 
Mstep: Class 33 contains 2151 members 
Mstep: Class 34 contains 710 members 
Mstep: Class 35 contains 237420 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 49405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90580888.000000 Penalty: 24396.156250
Iteration 118Q: 38 clusters Score -9.058089e+07 nChanged 19852
Entering ConstructFrom: 
Score: -90580888.000000 Penalty: 24396.156250
Entering ConstructFrom: 
Trying to split cluster 1 (13019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Entering Unmasked Estep 
Score: -632313.687500 Penalty: 431.074493
	Iteration 0F: 2 clusters Score -632313.7 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 6487 members 
Entering Unmasked Estep 
Score: -623829.812500 Penalty: 862.148987
	Iteration 0F: 3 clusters Score -623829.8 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -628967.250000 Penalty: 862.148987
	Iteration 1F: 3 clusters Score -628967.2 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -629735.812500 Penalty: 862.148987
	Iteration 2F: 3 clusters Score -629735.8 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -630404.187500 Penalty: 862.148987
	Iteration 3F: 3 clusters Score -630404.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -630972.062500 Penalty: 862.148987
	Iteration 4F: 3 clusters Score -630972.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -631457.437500 Penalty: 862.148987
	Iteration 5F: 3 clusters Score -631457.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -631768.562500 Penalty: 862.148987
	Iteration 6Q: 3 clusters Score -631768.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -631958.187500 Penalty: 862.148987
	Iteration 7Q: 3 clusters Score -631958.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -632107.062500 Penalty: 862.148987
	Iteration 8Q: 3 clusters Score -632107.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -632211.625000 Penalty: 862.148987
	Iteration 9Q: 3 clusters Score -632211.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -632295.250000 Penalty: 862.148987
	Iteration 10Q: 3 clusters Score -632295.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -632360.500000 Penalty: 862.148987
	Iteration 11Q: 3 clusters Score -632360.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -632418.812500 Penalty: 862.148987
	Iteration 12Q: 3 clusters Score -632418.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -632463.562500 Penalty: 862.148987
	Iteration 13Q: 3 clusters Score -632463.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -632500.750000 Penalty: 862.148987
	Iteration 14Q: 3 clusters Score -632500.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -632527.000000 Penalty: 862.148987
	Iteration 15Q: 3 clusters Score -632527 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -632551.750000 Penalty: 862.148987
	Iteration 16Q: 3 clusters Score -632551.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -632574.062500 Penalty: 862.148987
	Iteration 17Q: 3 clusters Score -632574.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -632599.437500 Penalty: 862.148987
	Iteration 18Q: 3 clusters Score -632599.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -632628.812500 Penalty: 862.148987
	Iteration 19Q: 3 clusters Score -632628.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -632656.562500 Penalty: 862.148987
	Iteration 20F: 3 clusters Score -632656.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -632688.375000 Penalty: 862.148987
	Iteration 21Q: 3 clusters Score -632688.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -632728.625000 Penalty: 862.148987
	Iteration 22Q: 3 clusters Score -632728.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -632773.437500 Penalty: 862.148987
	Iteration 23Q: 3 clusters Score -632773.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -632819.437500 Penalty: 862.148987
	Iteration 24Q: 3 clusters Score -632819.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -632861.375000 Penalty: 862.148987
	Iteration 25Q: 3 clusters Score -632861.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -632898.687500 Penalty: 862.148987
	Iteration 26Q: 3 clusters Score -632898.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -632956.312500 Penalty: 862.148987
	Iteration 27Q: 3 clusters Score -632956.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -633002.500000 Penalty: 862.148987
	Iteration 28Q: 3 clusters Score -633002.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -633036.062500 Penalty: 862.148987
	Iteration 29Q: 3 clusters Score -633036.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -633065.625000 Penalty: 862.148987
	Iteration 30Q: 3 clusters Score -633065.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -633096.250000 Penalty: 862.148987
	Iteration 31Q: 3 clusters Score -633096.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -633123.750000 Penalty: 862.148987
	Iteration 32Q: 3 clusters Score -633123.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -633155.437500 Penalty: 862.148987
	Iteration 33Q: 3 clusters Score -633155.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -633181.937500 Penalty: 862.148987
	Iteration 34Q: 3 clusters Score -633181.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -633211.437500 Penalty: 862.148987
	Iteration 35Q: 3 clusters Score -633211.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -633283.812500 Penalty: 862.148987
	Iteration 36Q: 3 clusters Score -633283.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -633380.250000 Penalty: 862.148987
	Iteration 37Q: 3 clusters Score -633380.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -633526.562500 Penalty: 862.148987
	Iteration 38Q: 3 clusters Score -633526.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -633674.187500 Penalty: 862.148987
	Iteration 39Q: 3 clusters Score -633674.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -633742.562500 Penalty: 862.148987
	Iteration 40F: 3 clusters Score -633742.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -633766.750000 Penalty: 862.148987
	Iteration 41Q: 3 clusters Score -633766.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -633775.437500 Penalty: 862.148987
	Iteration 42Q: 3 clusters Score -633775.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -633784.437500 Penalty: 862.148987
	Iteration 43Q: 3 clusters Score -633784.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -633791.437500 Penalty: 862.148987
	Iteration 44Q: 3 clusters Score -633791.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -633795.625000 Penalty: 862.148987
	Iteration 45Q: 3 clusters Score -633795.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -633799.500000 Penalty: 862.148987
	Iteration 46Q: 3 clusters Score -633799.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -633801.375000 Penalty: 862.148987
	Iteration 47Q: 3 clusters Score -633801.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -633803.625000 Penalty: 862.148987
	Iteration 48Q: 3 clusters Score -633803.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -633804.062500 Penalty: 862.148987
	Iteration 49Q: 3 clusters Score -633804.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -633806.125000 Penalty: 862.148987
	Iteration 50Q: 3 clusters Score -633806.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -633808.687500 Penalty: 862.148987
	Iteration 51Q: 3 clusters Score -633808.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -633813.750000 Penalty: 862.148987
	Iteration 52Q: 3 clusters Score -633813.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -633821.000000 Penalty: 862.148987
	Iteration 53Q: 3 clusters Score -633821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -633826.500000 Penalty: 862.148987
	Iteration 54Q: 3 clusters Score -633826.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -633837.687500 Penalty: 862.148987
	Iteration 55Q: 3 clusters Score -633837.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -633847.500000 Penalty: 862.148987
	Iteration 56Q: 3 clusters Score -633847.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -633858.250000 Penalty: 862.148987
	Iteration 57Q: 3 clusters Score -633858.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -633864.500000 Penalty: 862.148987
	Iteration 58Q: 3 clusters Score -633864.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -633877.250000 Penalty: 862.148987
	Iteration 59Q: 3 clusters Score -633877.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -633888.125000 Penalty: 862.148987
	Iteration 60F: 3 clusters Score -633888.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -633903.000000 Penalty: 862.148987
	Iteration 61Q: 3 clusters Score -633903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -633927.687500 Penalty: 862.148987
	Iteration 62Q: 3 clusters Score -633927.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -633952.187500 Penalty: 862.148987
	Iteration 63Q: 3 clusters Score -633952.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -633973.812500 Penalty: 862.148987
	Iteration 64Q: 3 clusters Score -633973.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -633989.312500 Penalty: 862.148987
	Iteration 65Q: 3 clusters Score -633989.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -634011.562500 Penalty: 862.148987
	Iteration 66Q: 3 clusters Score -634011.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -634043.937500 Penalty: 862.148987
	Iteration 67Q: 3 clusters Score -634043.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -634080.875000 Penalty: 862.148987
	Iteration 68Q: 3 clusters Score -634080.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -634138.812500 Penalty: 862.148987
	Iteration 69Q: 3 clusters Score -634138.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -634221.750000 Penalty: 862.148987
	Iteration 70Q: 3 clusters Score -634221.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -634308.062500 Penalty: 862.148987
	Iteration 71Q: 3 clusters Score -634308.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -634373.625000 Penalty: 862.148987
	Iteration 72Q: 3 clusters Score -634373.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -634420.062500 Penalty: 862.148987
	Iteration 73Q: 3 clusters Score -634420.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -634469.062500 Penalty: 862.148987
	Iteration 74Q: 3 clusters Score -634469.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -634518.625000 Penalty: 862.148987
	Iteration 75Q: 3 clusters Score -634518.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -634557.937500 Penalty: 862.148987
	Iteration 76Q: 3 clusters Score -634557.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -634612.312500 Penalty: 862.148987
	Iteration 77Q: 3 clusters Score -634612.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -634665.500000 Penalty: 862.148987
	Iteration 78Q: 3 clusters Score -634665.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -634718.937500 Penalty: 862.148987
	Iteration 79Q: 3 clusters Score -634718.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -634785.375000 Penalty: 862.148987
	Iteration 80F: 3 clusters Score -634785.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -634868.937500 Penalty: 862.148987
	Iteration 81Q: 3 clusters Score -634868.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -635088.812500 Penalty: 862.148987
	Iteration 82Q: 3 clusters Score -635088.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -635444.062500 Penalty: 862.148987
	Iteration 83Q: 3 clusters Score -635444.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -635488.500000 Penalty: 862.148987
	Iteration 84Q: 3 clusters Score -635488.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -635491.062500 Penalty: 862.148987
	Iteration 85Q: 3 clusters Score -635491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -635492.750000 Penalty: 862.148987
	Iteration 86Q: 3 clusters Score -635492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -635492.750000 Penalty: 862.148987
	Iteration 87F: 3 clusters Score -635492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 39078 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 210036 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 123837 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 186584 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Entering Unmasked Estep 
Score: -90584944.000000 Penalty: 25055.511719
Splitting cluster 1 changes total score from -90580888.000000 to -90584944.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 2 (100485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Entering Unmasked Estep 
Score: -4817378.000000 Penalty: 524.058289
	Iteration 0F: 2 clusters Score -4817378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -4749462.000000 Penalty: 1048.116577
	Iteration 0F: 3 clusters Score -4749462 nChanged 49105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -4778548.500000 Penalty: 1048.116577
	Iteration 1F: 3 clusters Score -4778548 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -4779846.500000 Penalty: 1048.116577
	Iteration 2Q: 3 clusters Score -4779846 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -4782441.500000 Penalty: 1048.116577
	Iteration 3F: 3 clusters Score -4782442 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4787470.500000 Penalty: 1048.116577
	Iteration 4F: 3 clusters Score -4787470 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -4795583.000000 Penalty: 1048.116577
	Iteration 5F: 3 clusters Score -4795583 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4804599.000000 Penalty: 1048.116577
	Iteration 6F: 3 clusters Score -4804599 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -4811146.000000 Penalty: 1048.116577
	Iteration 7F: 3 clusters Score -4811146 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4814348.500000 Penalty: 1048.116577
	Iteration 8Q: 3 clusters Score -4814348 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4815757.500000 Penalty: 1048.116577
	Iteration 9Q: 3 clusters Score -4815758 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4816341.000000 Penalty: 1048.116577
	Iteration 10Q: 3 clusters Score -4816341 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4816641.000000 Penalty: 1048.116577
	Iteration 11Q: 3 clusters Score -4816641 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4816820.000000 Penalty: 1048.116577
	Iteration 12Q: 3 clusters Score -4816820 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98357 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4816944.500000 Penalty: 1048.116577
	Iteration 13Q: 3 clusters Score -4816944 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4817015.000000 Penalty: 1048.116577
	Iteration 14Q: 3 clusters Score -4817015 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4817070.000000 Penalty: 1048.116577
	Iteration 15Q: 3 clusters Score -4817070 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4817102.000000 Penalty: 1048.116577
	Iteration 16Q: 3 clusters Score -4817102 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4817129.000000 Penalty: 1048.116577
	Iteration 17Q: 3 clusters Score -4817129 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4817136.000000 Penalty: 1048.116577
	Iteration 18Q: 3 clusters Score -4817136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99166 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4817143.000000 Penalty: 1048.116577
	Iteration 19Q: 3 clusters Score -4817143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4817158.500000 Penalty: 1048.116577
	Iteration 20F: 3 clusters Score -4817158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4817165.500000 Penalty: 1048.116577
	Iteration 21Q: 3 clusters Score -4817166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4817161.000000 Penalty: 1048.116577
	Iteration 22Q: 3 clusters Score -4817161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99354 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4817172.500000 Penalty: 1048.116577
	Iteration 23Q: 3 clusters Score -4817172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99388 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4817177.000000 Penalty: 1048.116577
	Iteration 24Q: 3 clusters Score -4817177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4817184.500000 Penalty: 1048.116577
	Iteration 25Q: 3 clusters Score -4817184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4817191.000000 Penalty: 1048.116577
	Iteration 26Q: 3 clusters Score -4817191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4817194.500000 Penalty: 1048.116577
	Iteration 27Q: 3 clusters Score -4817194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4817203.500000 Penalty: 1048.116577
	Iteration 28Q: 3 clusters Score -4817204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4817207.500000 Penalty: 1048.116577
	Iteration 29Q: 3 clusters Score -4817208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4817212.500000 Penalty: 1048.116577
	Iteration 30Q: 3 clusters Score -4817212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99525 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4817210.500000 Penalty: 1048.116577
	Iteration 31Q: 3 clusters Score -4817210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99537 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4817220.500000 Penalty: 1048.116577
	Iteration 32Q: 3 clusters Score -4817220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4817216.500000 Penalty: 1048.116577
	Iteration 33Q: 3 clusters Score -4817216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4817218.000000 Penalty: 1048.116577
	Iteration 34Q: 3 clusters Score -4817218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4817216.000000 Penalty: 1048.116577
	Iteration 35Q: 3 clusters Score -4817216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4817217.000000 Penalty: 1048.116577
	Iteration 36Q: 3 clusters Score -4817217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4817213.500000 Penalty: 1048.116577
	Iteration 37Q: 3 clusters Score -4817214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4817213.500000 Penalty: 1048.116577
	Iteration 38Q: 3 clusters Score -4817214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4817211.500000 Penalty: 1048.116577
	Iteration 39Q: 3 clusters Score -4817212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4817214.500000 Penalty: 1048.116577
	Iteration 40F: 3 clusters Score -4817214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4817218.000000 Penalty: 1048.116577
	Iteration 41Q: 3 clusters Score -4817218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99588 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4817216.000000 Penalty: 1048.116577
	Iteration 42Q: 3 clusters Score -4817216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4817220.000000 Penalty: 1048.116577
	Iteration 43Q: 3 clusters Score -4817220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99597 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4817221.500000 Penalty: 1048.116577
	Iteration 44Q: 3 clusters Score -4817222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4817221.000000 Penalty: 1048.116577
	Iteration 45Q: 3 clusters Score -4817221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4817220.500000 Penalty: 1048.116577
	Iteration 46Q: 3 clusters Score -4817220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4817219.500000 Penalty: 1048.116577
	Iteration 47Q: 3 clusters Score -4817220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4817217.500000 Penalty: 1048.116577
	Iteration 48Q: 3 clusters Score -4817218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4817217.500000 Penalty: 1048.116577
	Iteration 49F: 3 clusters Score -4817218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Entering Unmasked Estep 
Score: -1831915.375000 Penalty: 481.085815
	Iteration 0F: 2 clusters Score -1831915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -1805931.500000 Penalty: 962.171631
	Iteration 0F: 3 clusters Score -1805932 nChanged 18727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -1817958.875000 Penalty: 962.171631
	Iteration 1F: 3 clusters Score -1817959 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1819463.125000 Penalty: 962.171631
	Iteration 2F: 3 clusters Score -1819463 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -1821094.625000 Penalty: 962.171631
	Iteration 3F: 3 clusters Score -1821095 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -1822636.375000 Penalty: 962.171631
	Iteration 4F: 3 clusters Score -1822636 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -1824148.625000 Penalty: 962.171631
	Iteration 5F: 3 clusters Score -1824149 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -1825848.625000 Penalty: 962.171631
	Iteration 6F: 3 clusters Score -1825849 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -1827392.500000 Penalty: 962.171631
	Iteration 7Q: 3 clusters Score -1827392 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -1828474.000000 Penalty: 962.171631
	Iteration 8Q: 3 clusters Score -1828474 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -1829129.375000 Penalty: 962.171631
	Iteration 9Q: 3 clusters Score -1829129 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -1829651.000000 Penalty: 962.171631
	Iteration 10Q: 3 clusters Score -1829651 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -1830076.875000 Penalty: 962.171631
	Iteration 11Q: 3 clusters Score -1830077 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -1830516.375000 Penalty: 962.171631
	Iteration 12Q: 3 clusters Score -1830516 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -1830936.625000 Penalty: 962.171631
	Iteration 13Q: 3 clusters Score -1830937 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -1831261.250000 Penalty: 962.171631
	Iteration 14Q: 3 clusters Score -1831261 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -1831559.625000 Penalty: 962.171631
	Iteration 15Q: 3 clusters Score -1831560 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -1831784.750000 Penalty: 962.171631
	Iteration 16Q: 3 clusters Score -1831785 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -1831945.000000 Penalty: 962.171631
	Iteration 17Q: 3 clusters Score -1831945 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -1832048.750000 Penalty: 962.171631
	Iteration 18Q: 3 clusters Score -1832049 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -1832106.750000 Penalty: 962.171631
	Iteration 19Q: 3 clusters Score -1832107 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -1832135.375000 Penalty: 962.171631
	Iteration 20F: 3 clusters Score -1832135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -1832164.125000 Penalty: 962.171631
	Iteration 21Q: 3 clusters Score -1832164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -1832185.125000 Penalty: 962.171631
	Iteration 22Q: 3 clusters Score -1832185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -1832194.125000 Penalty: 962.171631
	Iteration 23Q: 3 clusters Score -1832194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -1832194.750000 Penalty: 962.171631
	Iteration 24Q: 3 clusters Score -1832195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -1832199.875000 Penalty: 962.171631
	Iteration 25Q: 3 clusters Score -1832200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -1832199.125000 Penalty: 962.171631
	Iteration 26Q: 3 clusters Score -1832199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -1832199.500000 Penalty: 962.171631
	Iteration 27Q: 3 clusters Score -1832200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -1832201.125000 Penalty: 962.171631
	Iteration 28Q: 3 clusters Score -1832201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -1832201.500000 Penalty: 962.171631
	Iteration 29Q: 3 clusters Score -1832202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -1832200.375000 Penalty: 962.171631
	Iteration 30Q: 3 clusters Score -1832200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -1832201.875000 Penalty: 962.171631
	Iteration 31Q: 3 clusters Score -1832202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -1832201.250000 Penalty: 962.171631
	Iteration 32Q: 3 clusters Score -1832201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -1832201.250000 Penalty: 962.171631
	Iteration 33F: 3 clusters Score -1832201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 210036 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 123837 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 186584 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Entering Unmasked Estep 
Score: -90584648.000000 Penalty: 25714.867188
Splitting cluster 3 changes total score from -90580888.000000 to -90584648.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 4 (219419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219419 members 
Entering Unmasked Estep 
Score: -10657960.000000 Penalty: 559.592590
	Iteration 0F: 2 clusters Score -1.065796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -10521064.000000 Penalty: 1119.185181
	Iteration 0F: 3 clusters Score -1.052106e+07 nChanged 108049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103888 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
Score: -10586177.000000 Penalty: 1119.185181
	Iteration 1F: 3 clusters Score -1.058618e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -10588264.000000 Penalty: 1119.185181
	Iteration 2Q: 3 clusters Score -1.058826e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 122241 members 
Entering Unmasked Estep 
Score: -10591155.000000 Penalty: 1119.185181
	Iteration 3Q: 3 clusters Score -1.059116e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 126218 members 
Entering Unmasked Estep 
Score: -10596399.000000 Penalty: 1119.185181
	Iteration 4F: 3 clusters Score -1.05964e+07 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 129431 members 
Entering Unmasked Estep 
Score: -10605827.000000 Penalty: 1119.185181
	Iteration 5F: 3 clusters Score -1.060583e+07 nChanged 15621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 129682 members 
Entering Unmasked Estep 
Score: -10619196.000000 Penalty: 1119.185181
	Iteration 6F: 3 clusters Score -1.06192e+07 nChanged 15556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 126416 members 
Entering Unmasked Estep 
Score: -10628661.000000 Penalty: 1119.185181
	Iteration 7F: 3 clusters Score -1.062866e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97768 members 
Mstep: Class 2 contains 121651 members 
Entering Unmasked Estep 
Score: -10632378.000000 Penalty: 1119.185181
	Iteration 8F: 3 clusters Score -1.063238e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102634 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -10634372.000000 Penalty: 1119.185181
	Iteration 9Q: 3 clusters Score -1.063437e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106846 members 
Mstep: Class 2 contains 112573 members 
Entering Unmasked Estep 
Score: -10635795.000000 Penalty: 1119.185181
	Iteration 10Q: 3 clusters Score -1.06358e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109710 members 
Mstep: Class 2 contains 109709 members 
Entering Unmasked Estep 
Score: -10637075.000000 Penalty: 1119.185181
	Iteration 11Q: 3 clusters Score -1.063708e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -10638302.000000 Penalty: 1119.185181
	Iteration 12Q: 3 clusters Score -1.06383e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113418 members 
Mstep: Class 2 contains 106001 members 
Entering Unmasked Estep 
Score: -10639359.000000 Penalty: 1119.185181
	Iteration 13Q: 3 clusters Score -1.063936e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114492 members 
Mstep: Class 2 contains 104927 members 
Entering Unmasked Estep 
Score: -10640443.000000 Penalty: 1119.185181
	Iteration 14Q: 3 clusters Score -1.064044e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115407 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -10641305.000000 Penalty: 1119.185181
	Iteration 15Q: 3 clusters Score -1.06413e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116264 members 
Mstep: Class 2 contains 103155 members 
Entering Unmasked Estep 
Score: -10642349.000000 Penalty: 1119.185181
	Iteration 16Q: 3 clusters Score -1.064235e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116935 members 
Mstep: Class 2 contains 102484 members 
Entering Unmasked Estep 
Score: -10643346.000000 Penalty: 1119.185181
	Iteration 17Q: 3 clusters Score -1.064335e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117611 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -10644354.000000 Penalty: 1119.185181
	Iteration 18Q: 3 clusters Score -1.064435e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118568 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -10645403.000000 Penalty: 1119.185181
	Iteration 19Q: 3 clusters Score -1.06454e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119543 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -10646515.000000 Penalty: 1119.185181
	Iteration 20F: 3 clusters Score -1.064652e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120571 members 
Mstep: Class 2 contains 98848 members 
Entering Unmasked Estep 
Score: -10647652.000000 Penalty: 1119.185181
	Iteration 21Q: 3 clusters Score -1.064765e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121972 members 
Mstep: Class 2 contains 97447 members 
Entering Unmasked Estep 
Score: -10649008.000000 Penalty: 1119.185181
	Iteration 22Q: 3 clusters Score -1.064901e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123665 members 
Mstep: Class 2 contains 95754 members 
Entering Unmasked Estep 
Score: -10650420.000000 Penalty: 1119.185181
	Iteration 23Q: 3 clusters Score -1.065042e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -10652025.000000 Penalty: 1119.185181
	Iteration 24Q: 3 clusters Score -1.065202e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127669 members 
Mstep: Class 2 contains 91750 members 
Entering Unmasked Estep 
Score: -10653356.000000 Penalty: 1119.185181
	Iteration 25Q: 3 clusters Score -1.065336e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129717 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
Score: -10654461.000000 Penalty: 1119.185181
	Iteration 26Q: 3 clusters Score -1.065446e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -10655401.000000 Penalty: 1119.185181
	Iteration 27Q: 3 clusters Score -1.06554e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134107 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -10656234.000000 Penalty: 1119.185181
	Iteration 28Q: 3 clusters Score -1.065623e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136517 members 
Mstep: Class 2 contains 82902 members 
Entering Unmasked Estep 
Score: -10657041.000000 Penalty: 1119.185181
	Iteration 29Q: 3 clusters Score -1.065704e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139005 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -10657879.000000 Penalty: 1119.185181
	Iteration 30Q: 3 clusters Score -1.065788e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141668 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -10658572.000000 Penalty: 1119.185181
	Iteration 31Q: 3 clusters Score -1.065857e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
Score: -10659262.000000 Penalty: 1119.185181
	Iteration 32Q: 3 clusters Score -1.065926e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147246 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -10659902.000000 Penalty: 1119.185181
	Iteration 33Q: 3 clusters Score -1.06599e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -10660430.000000 Penalty: 1119.185181
	Iteration 34Q: 3 clusters Score -1.066043e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -10661002.000000 Penalty: 1119.185181
	Iteration 35Q: 3 clusters Score -1.0661e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156820 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -10661621.000000 Penalty: 1119.185181
	Iteration 36Q: 3 clusters Score -1.066162e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -10662123.000000 Penalty: 1119.185181
	Iteration 37Q: 3 clusters Score -1.066212e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163723 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -10662691.000000 Penalty: 1119.185181
	Iteration 38Q: 3 clusters Score -1.066269e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167016 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -10663352.000000 Penalty: 1119.185181
	Iteration 39Q: 3 clusters Score -1.066335e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -10664170.000000 Penalty: 1119.185181
	Iteration 40F: 3 clusters Score -1.066417e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173404 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -10664649.000000 Penalty: 1119.185181
	Iteration 41Q: 3 clusters Score -1.066465e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176504 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -10665130.000000 Penalty: 1119.185181
	Iteration 42Q: 3 clusters Score -1.066513e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179384 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -10665398.000000 Penalty: 1119.185181
	Iteration 43Q: 3 clusters Score -1.06654e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182200 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -10665892.000000 Penalty: 1119.185181
	Iteration 44Q: 3 clusters Score -1.066589e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184833 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -10666219.000000 Penalty: 1119.185181
	Iteration 45Q: 3 clusters Score -1.066622e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187264 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -10666553.000000 Penalty: 1119.185181
	Iteration 46Q: 3 clusters Score -1.066655e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189562 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -10666786.000000 Penalty: 1119.185181
	Iteration 47Q: 3 clusters Score -1.066679e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191718 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -10667008.000000 Penalty: 1119.185181
	Iteration 48Q: 3 clusters Score -1.066701e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193714 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -10667173.000000 Penalty: 1119.185181
	Iteration 49Q: 3 clusters Score -1.066717e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195548 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -10667460.000000 Penalty: 1119.185181
	Iteration 50Q: 3 clusters Score -1.066746e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197232 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -10667533.000000 Penalty: 1119.185181
	Iteration 51Q: 3 clusters Score -1.066753e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198811 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -10667627.000000 Penalty: 1119.185181
	Iteration 52Q: 3 clusters Score -1.066763e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200229 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -10667699.000000 Penalty: 1119.185181
	Iteration 53Q: 3 clusters Score -1.06677e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201515 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -10667507.000000 Penalty: 1119.185181
	Iteration 54Q: 3 clusters Score -1.066751e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202680 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -10667218.000000 Penalty: 1119.185181
	Iteration 55Q: 3 clusters Score -1.066722e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203836 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -10666906.000000 Penalty: 1119.185181
	Iteration 56Q: 3 clusters Score -1.066691e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204996 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -10666451.000000 Penalty: 1119.185181
	Iteration 57Q: 3 clusters Score -1.066645e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206083 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -10666055.000000 Penalty: 1119.185181
	Iteration 58Q: 3 clusters Score -1.066606e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207045 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -10665620.000000 Penalty: 1119.185181
	Iteration 59Q: 3 clusters Score -1.066562e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207911 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -10665324.000000 Penalty: 1119.185181
	Iteration 60F: 3 clusters Score -1.066532e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208727 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -10664921.000000 Penalty: 1119.185181
	Iteration 61Q: 3 clusters Score -1.066492e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209509 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -10664492.000000 Penalty: 1119.185181
	Iteration 62Q: 3 clusters Score -1.066449e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210208 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -10664101.000000 Penalty: 1119.185181
	Iteration 63Q: 3 clusters Score -1.06641e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210889 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -10663666.000000 Penalty: 1119.185181
	Iteration 64Q: 3 clusters Score -1.066367e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211485 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -10663329.000000 Penalty: 1119.185181
	Iteration 65Q: 3 clusters Score -1.066333e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212033 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -10662979.000000 Penalty: 1119.185181
	Iteration 66Q: 3 clusters Score -1.066298e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212538 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -10662680.000000 Penalty: 1119.185181
	Iteration 67Q: 3 clusters Score -1.066268e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213022 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -10662346.000000 Penalty: 1119.185181
	Iteration 68Q: 3 clusters Score -1.066235e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213471 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -10662016.000000 Penalty: 1119.185181
	Iteration 69Q: 3 clusters Score -1.066202e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213887 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -10661743.000000 Penalty: 1119.185181
	Iteration 70Q: 3 clusters Score -1.066174e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214264 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -10661473.000000 Penalty: 1119.185181
	Iteration 71Q: 3 clusters Score -1.066147e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214586 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -10661231.000000 Penalty: 1119.185181
	Iteration 72Q: 3 clusters Score -1.066123e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214915 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -10661011.000000 Penalty: 1119.185181
	Iteration 73Q: 3 clusters Score -1.066101e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215202 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -10660804.000000 Penalty: 1119.185181
	Iteration 74Q: 3 clusters Score -1.06608e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215462 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -10660644.000000 Penalty: 1119.185181
	Iteration 75Q: 3 clusters Score -1.066064e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215698 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -10660482.000000 Penalty: 1119.185181
	Iteration 76Q: 3 clusters Score -1.066048e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215910 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -10660264.000000 Penalty: 1119.185181
	Iteration 77Q: 3 clusters Score -1.066026e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216131 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -10660104.000000 Penalty: 1119.185181
	Iteration 78Q: 3 clusters Score -1.06601e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216327 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -10660008.000000 Penalty: 1119.185181
	Iteration 79Q: 3 clusters Score -1.066001e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216492 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -10659869.000000 Penalty: 1119.185181
	Iteration 80F: 3 clusters Score -1.065987e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216641 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -10659714.000000 Penalty: 1119.185181
	Iteration 81Q: 3 clusters Score -1.065971e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216773 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -10659617.000000 Penalty: 1119.185181
	Iteration 82Q: 3 clusters Score -1.065962e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216892 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -10659521.000000 Penalty: 1119.185181
	Iteration 83Q: 3 clusters Score -1.065952e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217001 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -10659437.000000 Penalty: 1119.185181
	Iteration 84Q: 3 clusters Score -1.065944e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217118 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -10659367.000000 Penalty: 1119.185181
	Iteration 85Q: 3 clusters Score -1.065937e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217212 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10659313.000000 Penalty: 1119.185181
	Iteration 86Q: 3 clusters Score -1.065931e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217282 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -10659268.000000 Penalty: 1119.185181
	Iteration 87Q: 3 clusters Score -1.065927e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217349 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -10659226.000000 Penalty: 1119.185181
	Iteration 88Q: 3 clusters Score -1.065923e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217429 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10659155.000000 Penalty: 1119.185181
	Iteration 89Q: 3 clusters Score -1.065916e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217498 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -10659088.000000 Penalty: 1119.185181
	Iteration 90Q: 3 clusters Score -1.065909e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217558 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10659050.000000 Penalty: 1119.185181
	Iteration 91Q: 3 clusters Score -1.065905e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217614 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -10658995.000000 Penalty: 1119.185181
	Iteration 92Q: 3 clusters Score -1.0659e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217656 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -10658967.000000 Penalty: 1119.185181
	Iteration 93Q: 3 clusters Score -1.065897e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217702 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10658936.000000 Penalty: 1119.185181
	Iteration 94Q: 3 clusters Score -1.065894e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217741 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -10658916.000000 Penalty: 1119.185181
	Iteration 95Q: 3 clusters Score -1.065892e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217785 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10658886.000000 Penalty: 1119.185181
	Iteration 96Q: 3 clusters Score -1.065889e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217830 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -10658867.000000 Penalty: 1119.185181
	Iteration 97Q: 3 clusters Score -1.065887e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217867 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -10658827.000000 Penalty: 1119.185181
	Iteration 98Q: 3 clusters Score -1.065883e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217903 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -10658794.000000 Penalty: 1119.185181
	Iteration 99Q: 3 clusters Score -1.065879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217931 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -10658763.000000 Penalty: 1119.185181
	Iteration 100F: 3 clusters Score -1.065876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217971 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10658736.000000 Penalty: 1119.185181
	Iteration 101Q: 3 clusters Score -1.065874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218008 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -10658693.000000 Penalty: 1119.185181
	Iteration 102Q: 3 clusters Score -1.065869e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218051 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -10658652.000000 Penalty: 1119.185181
	Iteration 103Q: 3 clusters Score -1.065865e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218092 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10658605.000000 Penalty: 1119.185181
	Iteration 104Q: 3 clusters Score -1.06586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218122 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -10658563.000000 Penalty: 1119.185181
	Iteration 105Q: 3 clusters Score -1.065856e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218157 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10658552.000000 Penalty: 1119.185181
	Iteration 106Q: 3 clusters Score -1.065855e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218198 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10658523.000000 Penalty: 1119.185181
	Iteration 107Q: 3 clusters Score -1.065852e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218234 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10658492.000000 Penalty: 1119.185181
	Iteration 108Q: 3 clusters Score -1.065849e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218269 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10658448.000000 Penalty: 1119.185181
	Iteration 109Q: 3 clusters Score -1.065845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218288 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10658424.000000 Penalty: 1119.185181
	Iteration 110Q: 3 clusters Score -1.065842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218309 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10658412.000000 Penalty: 1119.185181
	Iteration 111Q: 3 clusters Score -1.065841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218326 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10658396.000000 Penalty: 1119.185181
	Iteration 112Q: 3 clusters Score -1.06584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218350 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10658367.000000 Penalty: 1119.185181
	Iteration 113Q: 3 clusters Score -1.065837e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218375 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10658359.000000 Penalty: 1119.185181
	Iteration 114Q: 3 clusters Score -1.065836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218401 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10658317.000000 Penalty: 1119.185181
	Iteration 115Q: 3 clusters Score -1.065832e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218430 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10658298.000000 Penalty: 1119.185181
	Iteration 116Q: 3 clusters Score -1.06583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218455 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10658294.000000 Penalty: 1119.185181
	Iteration 117Q: 3 clusters Score -1.065829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218478 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10658276.000000 Penalty: 1119.185181
	Iteration 118Q: 3 clusters Score -1.065828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218497 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10658262.000000 Penalty: 1119.185181
	Iteration 119Q: 3 clusters Score -1.065826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218511 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10658254.000000 Penalty: 1119.185181
	Iteration 120F: 3 clusters Score -1.065825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218525 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10658223.000000 Penalty: 1119.185181
	Iteration 121Q: 3 clusters Score -1.065822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218537 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10658216.000000 Penalty: 1119.185181
	Iteration 122Q: 3 clusters Score -1.065822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218539 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10658213.000000 Penalty: 1119.185181
	Iteration 123Q: 3 clusters Score -1.065821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218546 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10658210.000000 Penalty: 1119.185181
	Iteration 124Q: 3 clusters Score -1.065821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218554 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10658208.000000 Penalty: 1119.185181
	Iteration 125Q: 3 clusters Score -1.065821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218563 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10658197.000000 Penalty: 1119.185181
	Iteration 126Q: 3 clusters Score -1.06582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218574 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10658195.000000 Penalty: 1119.185181
	Iteration 127Q: 3 clusters Score -1.06582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218587 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10658183.000000 Penalty: 1119.185181
	Iteration 128Q: 3 clusters Score -1.065818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218600 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10658167.000000 Penalty: 1119.185181
	Iteration 129Q: 3 clusters Score -1.065817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218615 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10658161.000000 Penalty: 1119.185181
	Iteration 130Q: 3 clusters Score -1.065816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218622 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10658159.000000 Penalty: 1119.185181
	Iteration 131Q: 3 clusters Score -1.065816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218633 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10658142.000000 Penalty: 1119.185181
	Iteration 132Q: 3 clusters Score -1.065814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218645 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10658142.000000 Penalty: 1119.185181
	Iteration 133Q: 3 clusters Score -1.065814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218662 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10658124.000000 Penalty: 1119.185181
	Iteration 134Q: 3 clusters Score -1.065812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218677 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10658110.000000 Penalty: 1119.185181
	Iteration 135Q: 3 clusters Score -1.065811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218688 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10658109.000000 Penalty: 1119.185181
	Iteration 136Q: 3 clusters Score -1.065811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218701 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10658093.000000 Penalty: 1119.185181
	Iteration 137Q: 3 clusters Score -1.065809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218716 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10658078.000000 Penalty: 1119.185181
	Iteration 138Q: 3 clusters Score -1.065808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218728 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10658068.000000 Penalty: 1119.185181
	Iteration 139Q: 3 clusters Score -1.065807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218743 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10658055.000000 Penalty: 1119.185181
	Iteration 140F: 3 clusters Score -1.065806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218759 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10658045.000000 Penalty: 1119.185181
	Iteration 141Q: 3 clusters Score -1.065804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218779 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10658028.000000 Penalty: 1119.185181
	Iteration 142Q: 3 clusters Score -1.065803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218791 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10658023.000000 Penalty: 1119.185181
	Iteration 143Q: 3 clusters Score -1.065802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218809 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10658005.000000 Penalty: 1119.185181
	Iteration 144Q: 3 clusters Score -1.0658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218830 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10657989.000000 Penalty: 1119.185181
	Iteration 145Q: 3 clusters Score -1.065799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218847 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10657974.000000 Penalty: 1119.185181
	Iteration 146Q: 3 clusters Score -1.065797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218865 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10657968.000000 Penalty: 1119.185181
	Iteration 147Q: 3 clusters Score -1.065797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218878 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10657953.000000 Penalty: 1119.185181
	Iteration 148Q: 3 clusters Score -1.065795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218891 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10657931.000000 Penalty: 1119.185181
	Iteration 149Q: 3 clusters Score -1.065793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218902 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10657920.000000 Penalty: 1119.185181
	Iteration 150Q: 3 clusters Score -1.065792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218909 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10657927.000000 Penalty: 1119.185181
	Iteration 151Q: 3 clusters Score -1.065793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218915 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10657923.000000 Penalty: 1119.185181
	Iteration 152Q: 3 clusters Score -1.065792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218921 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10657918.000000 Penalty: 1119.185181
	Iteration 153Q: 3 clusters Score -1.065792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218922 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10657918.000000 Penalty: 1119.185181
	Iteration 154Q: 3 clusters Score -1.065792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218925 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10657918.000000 Penalty: 1119.185181
	Iteration 155Q: 3 clusters Score -1.065792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218928 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10657916.000000 Penalty: 1119.185181
	Iteration 156Q: 3 clusters Score -1.065792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218929 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10657914.000000 Penalty: 1119.185181
	Iteration 157Q: 3 clusters Score -1.065791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218937 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10657911.000000 Penalty: 1119.185181
	Iteration 158Q: 3 clusters Score -1.065791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218945 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10657911.000000 Penalty: 1119.185181
	Iteration 159Q: 3 clusters Score -1.065791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218955 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10657895.000000 Penalty: 1119.185181
	Iteration 160F: 3 clusters Score -1.06579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218967 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10657898.000000 Penalty: 1119.185181
	Iteration 161Q: 3 clusters Score -1.06579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218976 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10657900.000000 Penalty: 1119.185181
	Iteration 162Q: 3 clusters Score -1.06579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218982 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10657904.000000 Penalty: 1119.185181
	Iteration 163Q: 3 clusters Score -1.06579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218996 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10657903.000000 Penalty: 1119.185181
	Iteration 164Q: 3 clusters Score -1.06579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219002 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10657901.000000 Penalty: 1119.185181
	Iteration 165Q: 3 clusters Score -1.06579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219007 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10657899.000000 Penalty: 1119.185181
	Iteration 166Q: 3 clusters Score -1.06579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219013 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10657885.000000 Penalty: 1119.185181
	Iteration 167Q: 3 clusters Score -1.065788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219021 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10657874.000000 Penalty: 1119.185181
	Iteration 168Q: 3 clusters Score -1.065787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219022 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10657869.000000 Penalty: 1119.185181
	Iteration 169Q: 3 clusters Score -1.065787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219023 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10657870.000000 Penalty: 1119.185181
	Iteration 170Q: 3 clusters Score -1.065787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219023 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10657870.000000 Penalty: 1119.185181
	Iteration 171F: 3 clusters Score -1.065787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -20388.375000 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -20388.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -19896.384766 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -19896.38 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20537.427734 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -20537.43 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -20675.320312 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -20675.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -20712.183594 Penalty: 592.838867
	Iteration 3Q: 3 clusters Score -20712.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -20727.814453 Penalty: 592.838867
	Iteration 4Q: 3 clusters Score -20727.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20741.392578 Penalty: 592.838867
	Iteration 5Q: 3 clusters Score -20741.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -20754.464844 Penalty: 592.838867
	Iteration 6Q: 3 clusters Score -20754.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -20755.960938 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -20755.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20757.736328 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -20757.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20757.988281 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -20757.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20757.988281 Penalty: 592.838867
	Iteration 10F: 3 clusters Score -20757.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 210036 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 123837 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 186584 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Entering Unmasked Estep 
Score: -90584680.000000 Penalty: 26374.222656
Splitting cluster 5 changes total score from -90580888.000000 to -90584680.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 6 (20860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Entering Unmasked Estep 
Score: -983996.062500 Penalty: 452.524292
	Iteration 0F: 2 clusters Score -983996.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -969997.562500 Penalty: 905.048584
	Iteration 0F: 3 clusters Score -969997.6 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -976016.687500 Penalty: 905.048584
	Iteration 1F: 3 clusters Score -976016.7 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -976418.375000 Penalty: 905.048584
	Iteration 2F: 3 clusters Score -976418.4 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -976831.937500 Penalty: 905.048584
	Iteration 3F: 3 clusters Score -976831.9 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -977268.187500 Penalty: 905.048584
	Iteration 4F: 3 clusters Score -977268.2 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -977815.437500 Penalty: 905.048584
	Iteration 5F: 3 clusters Score -977815.4 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -978467.000000 Penalty: 905.048584
	Iteration 6F: 3 clusters Score -978467 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -979341.250000 Penalty: 905.048584
	Iteration 7F: 3 clusters Score -979341.2 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -980362.000000 Penalty: 905.048584
	Iteration 8F: 3 clusters Score -980362 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -981333.937500 Penalty: 905.048584
	Iteration 9F: 3 clusters Score -981333.9 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -982009.187500 Penalty: 905.048584
	Iteration 10Q: 3 clusters Score -982009.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -982432.875000 Penalty: 905.048584
	Iteration 11Q: 3 clusters Score -982432.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -982692.812500 Penalty: 905.048584
	Iteration 12Q: 3 clusters Score -982692.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -982839.062500 Penalty: 905.048584
	Iteration 13Q: 3 clusters Score -982839.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -982952.187500 Penalty: 905.048584
	Iteration 14Q: 3 clusters Score -982952.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -983036.250000 Penalty: 905.048584
	Iteration 15Q: 3 clusters Score -983036.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -983115.062500 Penalty: 905.048584
	Iteration 16Q: 3 clusters Score -983115.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -983183.625000 Penalty: 905.048584
	Iteration 17Q: 3 clusters Score -983183.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -983246.687500 Penalty: 905.048584
	Iteration 18Q: 3 clusters Score -983246.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -983301.687500 Penalty: 905.048584
	Iteration 19Q: 3 clusters Score -983301.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -983361.000000 Penalty: 905.048584
	Iteration 20F: 3 clusters Score -983361 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -983403.562500 Penalty: 905.048584
	Iteration 21Q: 3 clusters Score -983403.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -983448.687500 Penalty: 905.048584
	Iteration 22Q: 3 clusters Score -983448.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -983492.875000 Penalty: 905.048584
	Iteration 23Q: 3 clusters Score -983492.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -983542.375000 Penalty: 905.048584
	Iteration 24Q: 3 clusters Score -983542.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -983589.625000 Penalty: 905.048584
	Iteration 25Q: 3 clusters Score -983589.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -983632.625000 Penalty: 905.048584
	Iteration 26Q: 3 clusters Score -983632.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -983667.875000 Penalty: 905.048584
	Iteration 27Q: 3 clusters Score -983667.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -983692.125000 Penalty: 905.048584
	Iteration 28Q: 3 clusters Score -983692.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -983719.437500 Penalty: 905.048584
	Iteration 29Q: 3 clusters Score -983719.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -983735.812500 Penalty: 905.048584
	Iteration 30Q: 3 clusters Score -983735.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -983742.937500 Penalty: 905.048584
	Iteration 31Q: 3 clusters Score -983742.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -983752.562500 Penalty: 905.048584
	Iteration 32Q: 3 clusters Score -983752.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -983761.062500 Penalty: 905.048584
	Iteration 33Q: 3 clusters Score -983761.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -983771.625000 Penalty: 905.048584
	Iteration 34Q: 3 clusters Score -983771.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -983775.875000 Penalty: 905.048584
	Iteration 35Q: 3 clusters Score -983775.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -983781.375000 Penalty: 905.048584
	Iteration 36Q: 3 clusters Score -983781.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -983790.812500 Penalty: 905.048584
	Iteration 37Q: 3 clusters Score -983790.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -983797.437500 Penalty: 905.048584
	Iteration 38Q: 3 clusters Score -983797.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -983804.437500 Penalty: 905.048584
	Iteration 39Q: 3 clusters Score -983804.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -983807.750000 Penalty: 905.048584
	Iteration 40F: 3 clusters Score -983807.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -983808.750000 Penalty: 905.048584
	Iteration 41Q: 3 clusters Score -983808.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -983811.187500 Penalty: 905.048584
	Iteration 42Q: 3 clusters Score -983811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -983812.812500 Penalty: 905.048584
	Iteration 43Q: 3 clusters Score -983812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -983812.812500 Penalty: 905.048584
	Iteration 44Q: 3 clusters Score -983812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -983815.625000 Penalty: 905.048584
	Iteration 45Q: 3 clusters Score -983815.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -983818.625000 Penalty: 905.048584
	Iteration 46Q: 3 clusters Score -983818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -983820.187500 Penalty: 905.048584
	Iteration 47Q: 3 clusters Score -983820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -983822.500000 Penalty: 905.048584
	Iteration 48Q: 3 clusters Score -983822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -983825.375000 Penalty: 905.048584
	Iteration 49Q: 3 clusters Score -983825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -983825.500000 Penalty: 905.048584
	Iteration 50Q: 3 clusters Score -983825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -983825.875000 Penalty: 905.048584
	Iteration 51Q: 3 clusters Score -983825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -983825.687500 Penalty: 905.048584
	Iteration 52Q: 3 clusters Score -983825.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -983826.187500 Penalty: 905.048584
	Iteration 53Q: 3 clusters Score -983826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -983825.875000 Penalty: 905.048584
	Iteration 54Q: 3 clusters Score -983825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -983825.875000 Penalty: 905.048584
	Iteration 55F: 3 clusters Score -983825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -93955.359375 Penalty: 346.853485
	Iteration 0F: 2 clusters Score -93955.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -92559.140625 Penalty: 693.706970
	Iteration 0F: 3 clusters Score -92559.14 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -93790.500000 Penalty: 693.706970
	Iteration 1F: 3 clusters Score -93790.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -94468.375000 Penalty: 693.706970
	Iteration 2F: 3 clusters Score -94468.38 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -94906.906250 Penalty: 693.706970
	Iteration 3F: 3 clusters Score -94906.91 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -95021.382812 Penalty: 693.706970
	Iteration 4Q: 3 clusters Score -95021.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -95051.820312 Penalty: 693.706970
	Iteration 5Q: 3 clusters Score -95051.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -95069.953125 Penalty: 693.706970
	Iteration 6Q: 3 clusters Score -95069.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -95086.054688 Penalty: 693.706970
	Iteration 7Q: 3 clusters Score -95086.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -95104.007812 Penalty: 693.706970
	Iteration 8Q: 3 clusters Score -95104.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -95110.695312 Penalty: 693.706970
	Iteration 9Q: 3 clusters Score -95110.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -95121.273438 Penalty: 693.706970
	Iteration 10Q: 3 clusters Score -95121.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -95137.335938 Penalty: 693.706970
	Iteration 11Q: 3 clusters Score -95137.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -95164.625000 Penalty: 693.706970
	Iteration 12Q: 3 clusters Score -95164.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -95186.664062 Penalty: 693.706970
	Iteration 13Q: 3 clusters Score -95186.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -95194.054688 Penalty: 693.706970
	Iteration 14Q: 3 clusters Score -95194.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -95202.085938 Penalty: 693.706970
	Iteration 15Q: 3 clusters Score -95202.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -95217.250000 Penalty: 693.706970
	Iteration 16Q: 3 clusters Score -95217.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -95238.320312 Penalty: 693.706970
	Iteration 17Q: 3 clusters Score -95238.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -95287.578125 Penalty: 693.706970
	Iteration 18Q: 3 clusters Score -95287.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -95418.062500 Penalty: 693.706970
	Iteration 19Q: 3 clusters Score -95418.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -95545.750000 Penalty: 693.706970
	Iteration 20F: 3 clusters Score -95545.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -95591.281250 Penalty: 693.706970
	Iteration 21Q: 3 clusters Score -95591.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -95599.109375 Penalty: 693.706970
	Iteration 22Q: 3 clusters Score -95599.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -95609.937500 Penalty: 693.706970
	Iteration 23Q: 3 clusters Score -95609.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -95611.726562 Penalty: 693.706970
	Iteration 24Q: 3 clusters Score -95611.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -95612.328125 Penalty: 693.706970
	Iteration 25Q: 3 clusters Score -95612.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -95613.054688 Penalty: 693.706970
	Iteration 26Q: 3 clusters Score -95613.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -95613.445312 Penalty: 693.706970
	Iteration 27Q: 3 clusters Score -95613.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -95613.445312 Penalty: 693.706970
	Iteration 28F: 3 clusters Score -95613.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 210036 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 123837 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 186584 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 1209 members 
Entering Unmasked Estep 
Score: -90587016.000000 Penalty: 27033.578125
Splitting cluster 7 changes total score from -90580888.000000 to -90587016.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 8 (210036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210036 members 
Entering Unmasked Estep 
Score: -10394850.000000 Penalty: 557.604065
	Iteration 0F: 2 clusters Score -1.039485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -10266080.000000 Penalty: 1115.208130
	Iteration 0F: 3 clusters Score -1.026608e+07 nChanged 103558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110942 members 
Mstep: Class 2 contains 99094 members 
Entering Unmasked Estep 
Score: -10331270.000000 Penalty: 1115.208130
	Iteration 1F: 3 clusters Score -1.033127e+07 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115094 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -10338029.000000 Penalty: 1115.208130
	Iteration 2F: 3 clusters Score -1.033803e+07 nChanged 16966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119592 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -10350116.000000 Penalty: 1115.208130
	Iteration 3F: 3 clusters Score -1.035012e+07 nChanged 19542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123246 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -10366754.000000 Penalty: 1115.208130
	Iteration 4F: 3 clusters Score -1.036675e+07 nChanged 19082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124168 members 
Mstep: Class 2 contains 85868 members 
Entering Unmasked Estep 
Score: -10381778.000000 Penalty: 1115.208130
	Iteration 5F: 3 clusters Score -1.038178e+07 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 87280 members 
Entering Unmasked Estep 
Score: -10388460.000000 Penalty: 1115.208130
	Iteration 6F: 3 clusters Score -1.038846e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -10391147.000000 Penalty: 1115.208130
	Iteration 7Q: 3 clusters Score -1.039115e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -10393026.000000 Penalty: 1115.208130
	Iteration 8Q: 3 clusters Score -1.039303e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113873 members 
Mstep: Class 2 contains 96163 members 
Entering Unmasked Estep 
Score: -10394424.000000 Penalty: 1115.208130
	Iteration 9Q: 3 clusters Score -1.039442e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110175 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -10395556.000000 Penalty: 1115.208130
	Iteration 10Q: 3 clusters Score -1.039556e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106152 members 
Mstep: Class 2 contains 103884 members 
Entering Unmasked Estep 
Score: -10396445.000000 Penalty: 1115.208130
	Iteration 11Q: 3 clusters Score -1.039644e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101869 members 
Mstep: Class 2 contains 108167 members 
Entering Unmasked Estep 
Score: -10397281.000000 Penalty: 1115.208130
	Iteration 12Q: 3 clusters Score -1.039728e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97618 members 
Mstep: Class 2 contains 112418 members 
Entering Unmasked Estep 
Score: -10397895.000000 Penalty: 1115.208130
	Iteration 13Q: 3 clusters Score -1.03979e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 116596 members 
Entering Unmasked Estep 
Score: -10398328.000000 Penalty: 1115.208130
	Iteration 14Q: 3 clusters Score -1.039833e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89576 members 
Mstep: Class 2 contains 120460 members 
Entering Unmasked Estep 
Score: -10398433.000000 Penalty: 1115.208130
	Iteration 15Q: 3 clusters Score -1.039843e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 124054 members 
Entering Unmasked Estep 
Score: -10398402.000000 Penalty: 1115.208130
	Iteration 16Q: 3 clusters Score -1.03984e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82661 members 
Mstep: Class 2 contains 127375 members 
Entering Unmasked Estep 
Score: -10398456.000000 Penalty: 1115.208130
	Iteration 17Q: 3 clusters Score -1.039846e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -10398362.000000 Penalty: 1115.208130
	Iteration 18Q: 3 clusters Score -1.039836e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 132859 members 
Entering Unmasked Estep 
Score: -10398222.000000 Penalty: 1115.208130
	Iteration 19Q: 3 clusters Score -1.039822e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 135438 members 
Entering Unmasked Estep 
Score: -10398011.000000 Penalty: 1115.208130
	Iteration 20F: 3 clusters Score -1.039801e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 138028 members 
Entering Unmasked Estep 
Score: -10397846.000000 Penalty: 1115.208130
	Iteration 21Q: 3 clusters Score -1.039785e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 140564 members 
Entering Unmasked Estep 
Score: -10397739.000000 Penalty: 1115.208130
	Iteration 22Q: 3 clusters Score -1.039774e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 143060 members 
Entering Unmasked Estep 
Score: -10397510.000000 Penalty: 1115.208130
	Iteration 23Q: 3 clusters Score -1.039751e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 145494 members 
Entering Unmasked Estep 
Score: -10397318.000000 Penalty: 1115.208130
	Iteration 24Q: 3 clusters Score -1.039732e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 147901 members 
Entering Unmasked Estep 
Score: -10397157.000000 Penalty: 1115.208130
	Iteration 25Q: 3 clusters Score -1.039716e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 150392 members 
Entering Unmasked Estep 
Score: -10396967.000000 Penalty: 1115.208130
	Iteration 26Q: 3 clusters Score -1.039697e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 152858 members 
Entering Unmasked Estep 
Score: -10396868.000000 Penalty: 1115.208130
	Iteration 27Q: 3 clusters Score -1.039687e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -10396724.000000 Penalty: 1115.208130
	Iteration 28Q: 3 clusters Score -1.039672e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 157826 members 
Entering Unmasked Estep 
Score: -10396755.000000 Penalty: 1115.208130
	Iteration 29Q: 3 clusters Score -1.039676e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 160269 members 
Entering Unmasked Estep 
Score: -10397049.000000 Penalty: 1115.208130
	Iteration 30Q: 3 clusters Score -1.039705e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 162490 members 
Entering Unmasked Estep 
Score: -10397748.000000 Penalty: 1115.208130
	Iteration 31Q: 3 clusters Score -1.039775e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 164374 members 
Entering Unmasked Estep 
Score: -10398232.000000 Penalty: 1115.208130
	Iteration 32Q: 3 clusters Score -1.039823e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 166003 members 
Entering Unmasked Estep 
Score: -10398565.000000 Penalty: 1115.208130
	Iteration 33Q: 3 clusters Score -1.039856e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 167375 members 
Entering Unmasked Estep 
Score: -10398862.000000 Penalty: 1115.208130
	Iteration 34Q: 3 clusters Score -1.039886e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 168578 members 
Entering Unmasked Estep 
Score: -10399048.000000 Penalty: 1115.208130
	Iteration 35Q: 3 clusters Score -1.039905e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 169671 members 
Entering Unmasked Estep 
Score: -10399207.000000 Penalty: 1115.208130
	Iteration 36Q: 3 clusters Score -1.039921e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 170609 members 
Entering Unmasked Estep 
Score: -10399305.000000 Penalty: 1115.208130
	Iteration 37Q: 3 clusters Score -1.03993e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -10399417.000000 Penalty: 1115.208130
	Iteration 38Q: 3 clusters Score -1.039942e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 172317 members 
Entering Unmasked Estep 
Score: -10399553.000000 Penalty: 1115.208130
	Iteration 39Q: 3 clusters Score -1.039955e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 173122 members 
Entering Unmasked Estep 
Score: -10399658.000000 Penalty: 1115.208130
	Iteration 40F: 3 clusters Score -1.039966e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 173855 members 
Entering Unmasked Estep 
Score: -10399671.000000 Penalty: 1115.208130
	Iteration 41Q: 3 clusters Score -1.039967e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 174557 members 
Entering Unmasked Estep 
Score: -10399737.000000 Penalty: 1115.208130
	Iteration 42Q: 3 clusters Score -1.039974e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 175240 members 
Entering Unmasked Estep 
Score: -10399765.000000 Penalty: 1115.208130
	Iteration 43Q: 3 clusters Score -1.039976e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 175902 members 
Entering Unmasked Estep 
Score: -10399761.000000 Penalty: 1115.208130
	Iteration 44Q: 3 clusters Score -1.039976e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 176563 members 
Entering Unmasked Estep 
Score: -10399801.000000 Penalty: 1115.208130
	Iteration 45Q: 3 clusters Score -1.03998e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 177212 members 
Entering Unmasked Estep 
Score: -10399869.000000 Penalty: 1115.208130
	Iteration 46Q: 3 clusters Score -1.039987e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 177865 members 
Entering Unmasked Estep 
Score: -10399945.000000 Penalty: 1115.208130
	Iteration 47Q: 3 clusters Score -1.039994e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 178475 members 
Entering Unmasked Estep 
Score: -10399975.000000 Penalty: 1115.208130
	Iteration 48Q: 3 clusters Score -1.039998e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 179055 members 
Entering Unmasked Estep 
Score: -10399977.000000 Penalty: 1115.208130
	Iteration 49Q: 3 clusters Score -1.039998e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 179626 members 
Entering Unmasked Estep 
Score: -10399989.000000 Penalty: 1115.208130
	Iteration 50Q: 3 clusters Score -1.039999e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 180162 members 
Entering Unmasked Estep 
Score: -10399994.000000 Penalty: 1115.208130
	Iteration 51Q: 3 clusters Score -1.039999e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 180672 members 
Entering Unmasked Estep 
Score: -10400019.000000 Penalty: 1115.208130
	Iteration 52Q: 3 clusters Score -1.040002e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 181199 members 
Entering Unmasked Estep 
Score: -10400068.000000 Penalty: 1115.208130
	Iteration 53Q: 3 clusters Score -1.040007e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 181751 members 
Entering Unmasked Estep 
Score: -10400133.000000 Penalty: 1115.208130
	Iteration 54Q: 3 clusters Score -1.040013e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 182285 members 
Entering Unmasked Estep 
Score: -10400097.000000 Penalty: 1115.208130
	Iteration 55Q: 3 clusters Score -1.04001e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 182814 members 
Entering Unmasked Estep 
Score: -10400127.000000 Penalty: 1115.208130
	Iteration 56Q: 3 clusters Score -1.040013e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 183340 members 
Entering Unmasked Estep 
Score: -10400165.000000 Penalty: 1115.208130
	Iteration 57Q: 3 clusters Score -1.040016e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 183846 members 
Entering Unmasked Estep 
Score: -10400164.000000 Penalty: 1115.208130
	Iteration 58Q: 3 clusters Score -1.040016e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 184326 members 
Entering Unmasked Estep 
Score: -10400170.000000 Penalty: 1115.208130
	Iteration 59Q: 3 clusters Score -1.040017e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 184849 members 
Entering Unmasked Estep 
Score: -10400170.000000 Penalty: 1115.208130
	Iteration 60F: 3 clusters Score -1.040017e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 185307 members 
Entering Unmasked Estep 
Score: -10400134.000000 Penalty: 1115.208130
	Iteration 61Q: 3 clusters Score -1.040013e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 185791 members 
Entering Unmasked Estep 
Score: -10400150.000000 Penalty: 1115.208130
	Iteration 62Q: 3 clusters Score -1.040015e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 186240 members 
Entering Unmasked Estep 
Score: -10400147.000000 Penalty: 1115.208130
	Iteration 63Q: 3 clusters Score -1.040015e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 186682 members 
Entering Unmasked Estep 
Score: -10400172.000000 Penalty: 1115.208130
	Iteration 64Q: 3 clusters Score -1.040017e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 187159 members 
Entering Unmasked Estep 
Score: -10400204.000000 Penalty: 1115.208130
	Iteration 65Q: 3 clusters Score -1.04002e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 187628 members 
Entering Unmasked Estep 
Score: -10400177.000000 Penalty: 1115.208130
	Iteration 66Q: 3 clusters Score -1.040018e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 188095 members 
Entering Unmasked Estep 
Score: -10400135.000000 Penalty: 1115.208130
	Iteration 67Q: 3 clusters Score -1.040014e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 188530 members 
Entering Unmasked Estep 
Score: -10400116.000000 Penalty: 1115.208130
	Iteration 68Q: 3 clusters Score -1.040012e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 188932 members 
Entering Unmasked Estep 
Score: -10400119.000000 Penalty: 1115.208130
	Iteration 69Q: 3 clusters Score -1.040012e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 189310 members 
Entering Unmasked Estep 
Score: -10400096.000000 Penalty: 1115.208130
	Iteration 70Q: 3 clusters Score -1.04001e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 189680 members 
Entering Unmasked Estep 
Score: -10400071.000000 Penalty: 1115.208130
	Iteration 71Q: 3 clusters Score -1.040007e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 190040 members 
Entering Unmasked Estep 
Score: -10400064.000000 Penalty: 1115.208130
	Iteration 72Q: 3 clusters Score -1.040006e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 190396 members 
Entering Unmasked Estep 
Score: -10400073.000000 Penalty: 1115.208130
	Iteration 73Q: 3 clusters Score -1.040007e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 190753 members 
Entering Unmasked Estep 
Score: -10400052.000000 Penalty: 1115.208130
	Iteration 74Q: 3 clusters Score -1.040005e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 191122 members 
Entering Unmasked Estep 
Score: -10400036.000000 Penalty: 1115.208130
	Iteration 75Q: 3 clusters Score -1.040004e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 191493 members 
Entering Unmasked Estep 
Score: -10400009.000000 Penalty: 1115.208130
	Iteration 76Q: 3 clusters Score -1.040001e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 191845 members 
Entering Unmasked Estep 
Score: -10400034.000000 Penalty: 1115.208130
	Iteration 77Q: 3 clusters Score -1.040003e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 192213 members 
Entering Unmasked Estep 
Score: -10400082.000000 Penalty: 1115.208130
	Iteration 78Q: 3 clusters Score -1.040008e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 192554 members 
Entering Unmasked Estep 
Score: -10400048.000000 Penalty: 1115.208130
	Iteration 79Q: 3 clusters Score -1.040005e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 192882 members 
Entering Unmasked Estep 
Score: -10400051.000000 Penalty: 1115.208130
	Iteration 80F: 3 clusters Score -1.040005e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 193190 members 
Entering Unmasked Estep 
Score: -10400000.000000 Penalty: 1115.208130
	Iteration 81Q: 3 clusters Score -1.04e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 193484 members 
Entering Unmasked Estep 
Score: -10399998.000000 Penalty: 1115.208130
	Iteration 82Q: 3 clusters Score -1.04e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 193796 members 
Entering Unmasked Estep 
Score: -10399950.000000 Penalty: 1115.208130
	Iteration 83Q: 3 clusters Score -1.039995e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 194076 members 
Entering Unmasked Estep 
Score: -10399981.000000 Penalty: 1115.208130
	Iteration 84Q: 3 clusters Score -1.039998e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 194343 members 
Entering Unmasked Estep 
Score: -10399983.000000 Penalty: 1115.208130
	Iteration 85Q: 3 clusters Score -1.039998e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 194596 members 
Entering Unmasked Estep 
Score: -10399960.000000 Penalty: 1115.208130
	Iteration 86Q: 3 clusters Score -1.039996e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 194864 members 
Entering Unmasked Estep 
Score: -10399931.000000 Penalty: 1115.208130
	Iteration 87Q: 3 clusters Score -1.039993e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 195142 members 
Entering Unmasked Estep 
Score: -10399894.000000 Penalty: 1115.208130
	Iteration 88Q: 3 clusters Score -1.039989e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 195390 members 
Entering Unmasked Estep 
Score: -10399869.000000 Penalty: 1115.208130
	Iteration 89Q: 3 clusters Score -1.039987e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 195609 members 
Entering Unmasked Estep 
Score: -10399837.000000 Penalty: 1115.208130
	Iteration 90Q: 3 clusters Score -1.039984e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 195832 members 
Entering Unmasked Estep 
Score: -10399816.000000 Penalty: 1115.208130
	Iteration 91Q: 3 clusters Score -1.039982e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 196058 members 
Entering Unmasked Estep 
Score: -10399821.000000 Penalty: 1115.208130
	Iteration 92Q: 3 clusters Score -1.039982e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 196260 members 
Entering Unmasked Estep 
Score: -10399783.000000 Penalty: 1115.208130
	Iteration 93Q: 3 clusters Score -1.039978e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 196438 members 
Entering Unmasked Estep 
Score: -10399791.000000 Penalty: 1115.208130
	Iteration 94Q: 3 clusters Score -1.039979e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 196608 members 
Entering Unmasked Estep 
Score: -10399759.000000 Penalty: 1115.208130
	Iteration 95Q: 3 clusters Score -1.039976e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 196763 members 
Entering Unmasked Estep 
Score: -10399761.000000 Penalty: 1115.208130
	Iteration 96Q: 3 clusters Score -1.039976e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 196930 members 
Entering Unmasked Estep 
Score: -10399743.000000 Penalty: 1115.208130
	Iteration 97Q: 3 clusters Score -1.039974e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 197128 members 
Entering Unmasked Estep 
Score: -10399713.000000 Penalty: 1115.208130
	Iteration 98Q: 3 clusters Score -1.039971e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 197310 members 
Entering Unmasked Estep 
Score: -10399733.000000 Penalty: 1115.208130
	Iteration 99Q: 3 clusters Score -1.039973e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 197495 members 
Entering Unmasked Estep 
Score: -10399723.000000 Penalty: 1115.208130
	Iteration 100F: 3 clusters Score -1.039972e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 197686 members 
Entering Unmasked Estep 
Score: -10399704.000000 Penalty: 1115.208130
	Iteration 101Q: 3 clusters Score -1.03997e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 197914 members 
Entering Unmasked Estep 
Score: -10399661.000000 Penalty: 1115.208130
	Iteration 102Q: 3 clusters Score -1.039966e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 198150 members 
Entering Unmasked Estep 
Score: -10399610.000000 Penalty: 1115.208130
	Iteration 103Q: 3 clusters Score -1.039961e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 198398 members 
Entering Unmasked Estep 
Score: -10399556.000000 Penalty: 1115.208130
	Iteration 104Q: 3 clusters Score -1.039956e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 198656 members 
Entering Unmasked Estep 
Score: -10399466.000000 Penalty: 1115.208130
	Iteration 105Q: 3 clusters Score -1.039947e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 198905 members 
Entering Unmasked Estep 
Score: -10399433.000000 Penalty: 1115.208130
	Iteration 106Q: 3 clusters Score -1.039943e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 199148 members 
Entering Unmasked Estep 
Score: -10399436.000000 Penalty: 1115.208130
	Iteration 107Q: 3 clusters Score -1.039944e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 199392 members 
Entering Unmasked Estep 
Score: -10399404.000000 Penalty: 1115.208130
	Iteration 108Q: 3 clusters Score -1.03994e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 199607 members 
Entering Unmasked Estep 
Score: -10399385.000000 Penalty: 1115.208130
	Iteration 109Q: 3 clusters Score -1.039938e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 199818 members 
Entering Unmasked Estep 
Score: -10399356.000000 Penalty: 1115.208130
	Iteration 110Q: 3 clusters Score -1.039936e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 200012 members 
Entering Unmasked Estep 
Score: -10399358.000000 Penalty: 1115.208130
	Iteration 111Q: 3 clusters Score -1.039936e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 200220 members 
Entering Unmasked Estep 
Score: -10399356.000000 Penalty: 1115.208130
	Iteration 112Q: 3 clusters Score -1.039936e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 200389 members 
Entering Unmasked Estep 
Score: -10399346.000000 Penalty: 1115.208130
	Iteration 113Q: 3 clusters Score -1.039935e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 200538 members 
Entering Unmasked Estep 
Score: -10399337.000000 Penalty: 1115.208130
	Iteration 114Q: 3 clusters Score -1.039934e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 200661 members 
Entering Unmasked Estep 
Score: -10399356.000000 Penalty: 1115.208130
	Iteration 115Q: 3 clusters Score -1.039936e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 200781 members 
Entering Unmasked Estep 
Score: -10399351.000000 Penalty: 1115.208130
	Iteration 116Q: 3 clusters Score -1.039935e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 200911 members 
Entering Unmasked Estep 
Score: -10399314.000000 Penalty: 1115.208130
	Iteration 117Q: 3 clusters Score -1.039931e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 201035 members 
Entering Unmasked Estep 
Score: -10399305.000000 Penalty: 1115.208130
	Iteration 118Q: 3 clusters Score -1.03993e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 201109 members 
Entering Unmasked Estep 
Score: -10399357.000000 Penalty: 1115.208130
	Iteration 119Q: 3 clusters Score -1.039936e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 201145 members 
Entering Unmasked Estep 
Score: -10399417.000000 Penalty: 1115.208130
	Iteration 120F: 3 clusters Score -1.039942e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 201152 members 
Entering Unmasked Estep 
Score: -10399466.000000 Penalty: 1115.208130
	Iteration 121Q: 3 clusters Score -1.039947e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 201092 members 
Entering Unmasked Estep 
Score: -10399658.000000 Penalty: 1115.208130
	Iteration 122Q: 3 clusters Score -1.039966e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 200990 members 
Entering Unmasked Estep 
Score: -10399803.000000 Penalty: 1115.208130
	Iteration 123Q: 3 clusters Score -1.03998e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 200816 members 
Entering Unmasked Estep 
Score: -10400003.000000 Penalty: 1115.208130
	Iteration 124Q: 3 clusters Score -1.04e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 200563 members 
Entering Unmasked Estep 
Score: -10400273.000000 Penalty: 1115.208130
	Iteration 125Q: 3 clusters Score -1.040027e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 200266 members 
Entering Unmasked Estep 
Score: -10400538.000000 Penalty: 1115.208130
	Iteration 126Q: 3 clusters Score -1.040054e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 199915 members 
Entering Unmasked Estep 
Score: -10400794.000000 Penalty: 1115.208130
	Iteration 127Q: 3 clusters Score -1.040079e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 199559 members 
Entering Unmasked Estep 
Score: -10401053.000000 Penalty: 1115.208130
	Iteration 128Q: 3 clusters Score -1.040105e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 199192 members 
Entering Unmasked Estep 
Score: -10401323.000000 Penalty: 1115.208130
	Iteration 129Q: 3 clusters Score -1.040132e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 198989 members 
Entering Unmasked Estep 
Score: -10401476.000000 Penalty: 1115.208130
	Iteration 130Q: 3 clusters Score -1.040148e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 198946 members 
Entering Unmasked Estep 
Score: -10401503.000000 Penalty: 1115.208130
	Iteration 131Q: 3 clusters Score -1.04015e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 198921 members 
Entering Unmasked Estep 
Score: -10401516.000000 Penalty: 1115.208130
	Iteration 132Q: 3 clusters Score -1.040152e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 198910 members 
Entering Unmasked Estep 
Score: -10401523.000000 Penalty: 1115.208130
	Iteration 133Q: 3 clusters Score -1.040152e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 198877 members 
Entering Unmasked Estep 
Score: -10401538.000000 Penalty: 1115.208130
	Iteration 134Q: 3 clusters Score -1.040154e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 198813 members 
Entering Unmasked Estep 
Score: -10401543.000000 Penalty: 1115.208130
	Iteration 135Q: 3 clusters Score -1.040154e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 198740 members 
Entering Unmasked Estep 
Score: -10401568.000000 Penalty: 1115.208130
	Iteration 136Q: 3 clusters Score -1.040157e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 198657 members 
Entering Unmasked Estep 
Score: -10401598.000000 Penalty: 1115.208130
	Iteration 137Q: 3 clusters Score -1.04016e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 198573 members 
Entering Unmasked Estep 
Score: -10401646.000000 Penalty: 1115.208130
	Iteration 138Q: 3 clusters Score -1.040165e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 198493 members 
Entering Unmasked Estep 
Score: -10401663.000000 Penalty: 1115.208130
	Iteration 139Q: 3 clusters Score -1.040166e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 198402 members 
Entering Unmasked Estep 
Score: -10401880.000000 Penalty: 1115.208130
	Iteration 140F: 3 clusters Score -1.040188e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 197898 members 
Entering Unmasked Estep 
Score: -10402080.000000 Penalty: 1115.208130
	Iteration 141Q: 3 clusters Score -1.040208e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 197656 members 
Entering Unmasked Estep 
Score: -10402179.000000 Penalty: 1115.208130
	Iteration 142Q: 3 clusters Score -1.040218e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 197530 members 
Entering Unmasked Estep 
Score: -10402224.000000 Penalty: 1115.208130
	Iteration 143Q: 3 clusters Score -1.040222e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 197479 members 
Entering Unmasked Estep 
Score: -10402256.000000 Penalty: 1115.208130
	Iteration 144Q: 3 clusters Score -1.040226e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 197446 members 
Entering Unmasked Estep 
Score: -10402242.000000 Penalty: 1115.208130
	Iteration 145Q: 3 clusters Score -1.040224e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 197417 members 
Entering Unmasked Estep 
Score: -10402253.000000 Penalty: 1115.208130
	Iteration 146Q: 3 clusters Score -1.040225e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 197384 members 
Entering Unmasked Estep 
Score: -10402271.000000 Penalty: 1115.208130
	Iteration 147Q: 3 clusters Score -1.040227e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 197334 members 
Entering Unmasked Estep 
Score: -10402304.000000 Penalty: 1115.208130
	Iteration 148Q: 3 clusters Score -1.04023e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 197262 members 
Entering Unmasked Estep 
Score: -10402307.000000 Penalty: 1115.208130
	Iteration 149Q: 3 clusters Score -1.040231e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 197208 members 
Entering Unmasked Estep 
Score: -10402347.000000 Penalty: 1115.208130
	Iteration 150Q: 3 clusters Score -1.040235e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 197169 members 
Entering Unmasked Estep 
Score: -10402352.000000 Penalty: 1115.208130
	Iteration 151Q: 3 clusters Score -1.040235e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 197128 members 
Entering Unmasked Estep 
Score: -10402337.000000 Penalty: 1115.208130
	Iteration 152Q: 3 clusters Score -1.040234e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 197094 members 
Entering Unmasked Estep 
Score: -10402369.000000 Penalty: 1115.208130
	Iteration 153Q: 3 clusters Score -1.040237e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 197063 members 
Entering Unmasked Estep 
Score: -10402364.000000 Penalty: 1115.208130
	Iteration 154Q: 3 clusters Score -1.040236e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 197050 members 
Entering Unmasked Estep 
Score: -10402379.000000 Penalty: 1115.208130
	Iteration 155Q: 3 clusters Score -1.040238e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 197039 members 
Entering Unmasked Estep 
Score: -10402388.000000 Penalty: 1115.208130
	Iteration 156Q: 3 clusters Score -1.040239e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 197028 members 
Entering Unmasked Estep 
Score: -10402385.000000 Penalty: 1115.208130
	Iteration 157Q: 3 clusters Score -1.040238e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 197015 members 
Entering Unmasked Estep 
Score: -10402380.000000 Penalty: 1115.208130
	Iteration 158Q: 3 clusters Score -1.040238e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 197010 members 
Entering Unmasked Estep 
Score: -10402358.000000 Penalty: 1115.208130
	Iteration 159Q: 3 clusters Score -1.040236e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 197000 members 
Entering Unmasked Estep 
Score: -10402365.000000 Penalty: 1115.208130
	Iteration 160F: 3 clusters Score -1.040236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 196992 members 
Entering Unmasked Estep 
Score: -10402369.000000 Penalty: 1115.208130
	Iteration 161Q: 3 clusters Score -1.040237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 196978 members 
Entering Unmasked Estep 
Score: -10402371.000000 Penalty: 1115.208130
	Iteration 162Q: 3 clusters Score -1.040237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 196971 members 
Entering Unmasked Estep 
Score: -10402378.000000 Penalty: 1115.208130
	Iteration 163Q: 3 clusters Score -1.040238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 196967 members 
Entering Unmasked Estep 
Score: -10402374.000000 Penalty: 1115.208130
	Iteration 164Q: 3 clusters Score -1.040237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 196964 members 
Entering Unmasked Estep 
Score: -10402372.000000 Penalty: 1115.208130
	Iteration 165Q: 3 clusters Score -1.040237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 196961 members 
Entering Unmasked Estep 
Score: -10402373.000000 Penalty: 1115.208130
	Iteration 166Q: 3 clusters Score -1.040237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 196957 members 
Entering Unmasked Estep 
Score: -10402370.000000 Penalty: 1115.208130
	Iteration 167Q: 3 clusters Score -1.040237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 196955 members 
Entering Unmasked Estep 
Score: -10402370.000000 Penalty: 1115.208130
	Iteration 168Q: 3 clusters Score -1.040237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 196954 members 
Entering Unmasked Estep 
Score: -10402369.000000 Penalty: 1115.208130
	Iteration 169Q: 3 clusters Score -1.040237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 196953 members 
Entering Unmasked Estep 
Score: -10402359.000000 Penalty: 1115.208130
	Iteration 170Q: 3 clusters Score -1.040236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 196948 members 
Entering Unmasked Estep 
Score: -10402371.000000 Penalty: 1115.208130
	Iteration 171Q: 3 clusters Score -1.040237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 196944 members 
Entering Unmasked Estep 
Score: -10402377.000000 Penalty: 1115.208130
	Iteration 172Q: 3 clusters Score -1.040238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 196940 members 
Entering Unmasked Estep 
Score: -10402381.000000 Penalty: 1115.208130
	Iteration 173Q: 3 clusters Score -1.040238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 196934 members 
Entering Unmasked Estep 
Score: -10402376.000000 Penalty: 1115.208130
	Iteration 174Q: 3 clusters Score -1.040238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 196926 members 
Entering Unmasked Estep 
Score: -10402370.000000 Penalty: 1115.208130
	Iteration 175Q: 3 clusters Score -1.040237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 196921 members 
Entering Unmasked Estep 
Score: -10402364.000000 Penalty: 1115.208130
	Iteration 176Q: 3 clusters Score -1.040236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 196917 members 
Entering Unmasked Estep 
Score: -10402366.000000 Penalty: 1115.208130
	Iteration 177Q: 3 clusters Score -1.040237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 196913 members 
Entering Unmasked Estep 
Score: -10402363.000000 Penalty: 1115.208130
	Iteration 178Q: 3 clusters Score -1.040236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 196908 members 
Entering Unmasked Estep 
Score: -10402357.000000 Penalty: 1115.208130
	Iteration 179Q: 3 clusters Score -1.040236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 196906 members 
Entering Unmasked Estep 
Score: -10402359.000000 Penalty: 1115.208130
	Iteration 180F: 3 clusters Score -1.040236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 196905 members 
Entering Unmasked Estep 
Score: -10402359.000000 Penalty: 1115.208130
	Iteration 181Q: 3 clusters Score -1.040236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 196905 members 
Entering Unmasked Estep 
Score: -10402356.000000 Penalty: 1115.208130
	Iteration 182Q: 3 clusters Score -1.040236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 196905 members 
Entering Unmasked Estep 
Score: -10402361.000000 Penalty: 1115.208130
	Iteration 183Q: 3 clusters Score -1.040236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 196906 members 
Entering Unmasked Estep 
Score: -10402363.000000 Penalty: 1115.208130
	Iteration 184Q: 3 clusters Score -1.040236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 196904 members 
Entering Unmasked Estep 
Score: -10402362.000000 Penalty: 1115.208130
	Iteration 185Q: 3 clusters Score -1.040236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 196904 members 
Entering Unmasked Estep 
Score: -10402364.000000 Penalty: 1115.208130
	Iteration 186Q: 3 clusters Score -1.040236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 196899 members 
Entering Unmasked Estep 
Score: -10402360.000000 Penalty: 1115.208130
	Iteration 187Q: 3 clusters Score -1.040236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 196895 members 
Entering Unmasked Estep 
Score: -10402361.000000 Penalty: 1115.208130
	Iteration 188Q: 3 clusters Score -1.040236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 196894 members 
Entering Unmasked Estep 
Score: -10402358.000000 Penalty: 1115.208130
	Iteration 189Q: 3 clusters Score -1.040236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 196894 members 
Entering Unmasked Estep 
Score: -10402358.000000 Penalty: 1115.208130
	Iteration 190F: 3 clusters Score -1.040236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 123837 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 186584 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 1209 members 
Mstep: Class 42 contains 196894 members 
Entering Unmasked Estep 
Score: -90594120.000000 Penalty: 27692.933594
Splitting cluster 8 changes total score from -90580888.000000 to -90594120.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 9 (117123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117123 members 
Entering Unmasked Estep 
Score: -5673721.000000 Penalty: 531.029541
	Iteration 0F: 2 clusters Score -5673721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -5594547.000000 Penalty: 1062.059082
	Iteration 0F: 3 clusters Score -5594547 nChanged 57337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -5629066.500000 Penalty: 1062.059082
	Iteration 1F: 3 clusters Score -5629066 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -5630565.000000 Penalty: 1062.059082
	Iteration 2Q: 3 clusters Score -5630565 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -5633394.500000 Penalty: 1062.059082
	Iteration 3Q: 3 clusters Score -5633394 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -5638173.000000 Penalty: 1062.059082
	Iteration 4F: 3 clusters Score -5638173 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -5645700.000000 Penalty: 1062.059082
	Iteration 5F: 3 clusters Score -5645700 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 97842 members 
Entering Unmasked Estep 
Score: -5655134.000000 Penalty: 1062.059082
	Iteration 6F: 3 clusters Score -5655134 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 107027 members 
Entering Unmasked Estep 
Score: -5663933.500000 Penalty: 1062.059082
	Iteration 7F: 3 clusters Score -5663934 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 113045 members 
Entering Unmasked Estep 
Score: -5669628.000000 Penalty: 1062.059082
	Iteration 8F: 3 clusters Score -5669628 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 115785 members 
Entering Unmasked Estep 
Score: -5672098.500000 Penalty: 1062.059082
	Iteration 9Q: 3 clusters Score -5672098 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 116718 members 
Entering Unmasked Estep 
Score: -5672896.000000 Penalty: 1062.059082
	Iteration 10Q: 3 clusters Score -5672896 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 116982 members 
Entering Unmasked Estep 
Score: -5673103.000000 Penalty: 1062.059082
	Iteration 11Q: 3 clusters Score -5673103 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -5673179.000000 Penalty: 1062.059082
	Iteration 12Q: 3 clusters Score -5673179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 117070 members 
Entering Unmasked Estep 
Score: -5673206.500000 Penalty: 1062.059082
	Iteration 13Q: 3 clusters Score -5673206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 117072 members 
Entering Unmasked Estep 
Score: -5673219.500000 Penalty: 1062.059082
	Iteration 14Q: 3 clusters Score -5673220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 117070 members 
Entering Unmasked Estep 
Score: -5673220.000000 Penalty: 1062.059082
	Iteration 15Q: 3 clusters Score -5673220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 117070 members 
Entering Unmasked Estep 
Score: -5673220.000000 Penalty: 1062.059082
	Iteration 16F: 3 clusters Score -5673220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Entering Unmasked Estep 
Score: -336876.781250 Penalty: 402.978058
	Iteration 0F: 2 clusters Score -336876.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -332186.187500 Penalty: 805.956116
	Iteration 0F: 3 clusters Score -332186.2 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -334042.656250 Penalty: 805.956116
	Iteration 1F: 3 clusters Score -334042.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -334280.656250 Penalty: 805.956116
	Iteration 2F: 3 clusters Score -334280.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -334599.812500 Penalty: 805.956116
	Iteration 3F: 3 clusters Score -334599.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -335024.843750 Penalty: 805.956116
	Iteration 4F: 3 clusters Score -335024.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -335517.656250 Penalty: 805.956116
	Iteration 5F: 3 clusters Score -335517.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -335957.750000 Penalty: 805.956116
	Iteration 6F: 3 clusters Score -335957.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -336239.875000 Penalty: 805.956116
	Iteration 7Q: 3 clusters Score -336239.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -336385.875000 Penalty: 805.956116
	Iteration 8Q: 3 clusters Score -336385.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -336447.343750 Penalty: 805.956116
	Iteration 9Q: 3 clusters Score -336447.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -336475.687500 Penalty: 805.956116
	Iteration 10Q: 3 clusters Score -336475.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -336492.281250 Penalty: 805.956116
	Iteration 11Q: 3 clusters Score -336492.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -336502.000000 Penalty: 805.956116
	Iteration 12Q: 3 clusters Score -336502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -336508.000000 Penalty: 805.956116
	Iteration 13Q: 3 clusters Score -336508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -336511.093750 Penalty: 805.956116
	Iteration 14Q: 3 clusters Score -336511.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -336511.593750 Penalty: 805.956116
	Iteration 15Q: 3 clusters Score -336511.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -336514.562500 Penalty: 805.956116
	Iteration 16Q: 3 clusters Score -336514.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -336516.781250 Penalty: 805.956116
	Iteration 17Q: 3 clusters Score -336516.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -336519.187500 Penalty: 805.956116
	Iteration 18Q: 3 clusters Score -336519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -336519.250000 Penalty: 805.956116
	Iteration 19Q: 3 clusters Score -336519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -336518.750000 Penalty: 805.956116
	Iteration 20F: 3 clusters Score -336518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -101585.257812 Penalty: 347.097565
	Iteration 0F: 2 clusters Score -101585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -100131.257812 Penalty: 694.195129
	Iteration 0F: 3 clusters Score -100131.3 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -100561.609375 Penalty: 694.195129
	Iteration 1F: 3 clusters Score -100561.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -100615.195312 Penalty: 694.195129
	Iteration 2F: 3 clusters Score -100615.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -100671.070312 Penalty: 694.195129
	Iteration 3F: 3 clusters Score -100671.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -100715.195312 Penalty: 694.195129
	Iteration 4F: 3 clusters Score -100715.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -100751.531250 Penalty: 694.195129
	Iteration 5Q: 3 clusters Score -100751.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -100783.179688 Penalty: 694.195129
	Iteration 6Q: 3 clusters Score -100783.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -100816.289062 Penalty: 694.195129
	Iteration 7Q: 3 clusters Score -100816.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100849.796875 Penalty: 694.195129
	Iteration 8Q: 3 clusters Score -100849.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100892.843750 Penalty: 694.195129
	Iteration 9Q: 3 clusters Score -100892.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100941.320312 Penalty: 694.195129
	Iteration 10Q: 3 clusters Score -100941.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -100991.453125 Penalty: 694.195129
	Iteration 11Q: 3 clusters Score -100991.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -101038.367188 Penalty: 694.195129
	Iteration 12Q: 3 clusters Score -101038.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -101096.796875 Penalty: 694.195129
	Iteration 13Q: 3 clusters Score -101096.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -101150.054688 Penalty: 694.195129
	Iteration 14Q: 3 clusters Score -101150.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -101202.031250 Penalty: 694.195129
	Iteration 15Q: 3 clusters Score -101202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -101230.375000 Penalty: 694.195129
	Iteration 16Q: 3 clusters Score -101230.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -101247.375000 Penalty: 694.195129
	Iteration 17Q: 3 clusters Score -101247.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -101255.625000 Penalty: 694.195129
	Iteration 18Q: 3 clusters Score -101255.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -101268.218750 Penalty: 694.195129
	Iteration 19Q: 3 clusters Score -101268.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -101278.468750 Penalty: 694.195129
	Iteration 20F: 3 clusters Score -101278.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -101284.789062 Penalty: 694.195129
	Iteration 21Q: 3 clusters Score -101284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -101287.468750 Penalty: 694.195129
	Iteration 22Q: 3 clusters Score -101287.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -101292.859375 Penalty: 694.195129
	Iteration 23Q: 3 clusters Score -101292.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -101292.859375 Penalty: 694.195129
	Iteration 24F: 3 clusters Score -101292.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Entering Unmasked Estep 
Score: -400937.375000 Penalty: 412.666016
	Iteration 0F: 2 clusters Score -400937.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -395203.968750 Penalty: 825.332031
	Iteration 0F: 3 clusters Score -395204 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -398251.250000 Penalty: 825.332031
	Iteration 1F: 3 clusters Score -398251.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -399036.375000 Penalty: 825.332031
	Iteration 2F: 3 clusters Score -399036.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -399786.718750 Penalty: 825.332031
	Iteration 3F: 3 clusters Score -399786.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -400237.843750 Penalty: 825.332031
	Iteration 4F: 3 clusters Score -400237.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -400469.656250 Penalty: 825.332031
	Iteration 5Q: 3 clusters Score -400469.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -400593.937500 Penalty: 825.332031
	Iteration 6Q: 3 clusters Score -400593.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -400671.281250 Penalty: 825.332031
	Iteration 7Q: 3 clusters Score -400671.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -400738.375000 Penalty: 825.332031
	Iteration 8Q: 3 clusters Score -400738.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -400794.187500 Penalty: 825.332031
	Iteration 9Q: 3 clusters Score -400794.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -400840.875000 Penalty: 825.332031
	Iteration 10Q: 3 clusters Score -400840.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -400883.593750 Penalty: 825.332031
	Iteration 11Q: 3 clusters Score -400883.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -400920.750000 Penalty: 825.332031
	Iteration 12Q: 3 clusters Score -400920.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -400940.718750 Penalty: 825.332031
	Iteration 13Q: 3 clusters Score -400940.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -400956.937500 Penalty: 825.332031
	Iteration 14Q: 3 clusters Score -400956.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -400970.125000 Penalty: 825.332031
	Iteration 15Q: 3 clusters Score -400970.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -400981.968750 Penalty: 825.332031
	Iteration 16Q: 3 clusters Score -400982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -400990.281250 Penalty: 825.332031
	Iteration 17Q: 3 clusters Score -400990.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -400995.906250 Penalty: 825.332031
	Iteration 18Q: 3 clusters Score -400995.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -400998.875000 Penalty: 825.332031
	Iteration 19Q: 3 clusters Score -400998.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -400999.375000 Penalty: 825.332031
	Iteration 20F: 3 clusters Score -400999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -400999.656250 Penalty: 825.332031
	Iteration 21Q: 3 clusters Score -400999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -401000.406250 Penalty: 825.332031
	Iteration 22Q: 3 clusters Score -401000.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -401001.656250 Penalty: 825.332031
	Iteration 23Q: 3 clusters Score -401001.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -401003.781250 Penalty: 825.332031
	Iteration 24Q: 3 clusters Score -401003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -401005.281250 Penalty: 825.332031
	Iteration 25Q: 3 clusters Score -401005.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -401007.750000 Penalty: 825.332031
	Iteration 26Q: 3 clusters Score -401007.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -401009.156250 Penalty: 825.332031
	Iteration 27Q: 3 clusters Score -401009.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -401011.562500 Penalty: 825.332031
	Iteration 28Q: 3 clusters Score -401011.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -401012.968750 Penalty: 825.332031
	Iteration 29Q: 3 clusters Score -401013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -401013.062500 Penalty: 825.332031
	Iteration 30Q: 3 clusters Score -401013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -401012.843750 Penalty: 825.332031
	Iteration 31Q: 3 clusters Score -401012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -401013.500000 Penalty: 825.332031
	Iteration 32Q: 3 clusters Score -401013.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -401013.187500 Penalty: 825.332031
	Iteration 33Q: 3 clusters Score -401013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -401012.843750 Penalty: 825.332031
	Iteration 34Q: 3 clusters Score -401012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -401012.843750 Penalty: 825.332031
	Iteration 35F: 3 clusters Score -401012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 123837 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 186584 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 1209 members 
Mstep: Class 42 contains 196894 members 
Mstep: Class 43 contains 7415 members 
Entering Unmasked Estep 
Score: -90594048.000000 Penalty: 28352.289062
Splitting cluster 12 changes total score from -90580888.000000 to -90594048.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 13 (101987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Entering Unmasked Estep 
Score: -4860046.000000 Penalty: 524.733337
	Iteration 0F: 2 clusters Score -4860046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -4790939.500000 Penalty: 1049.466675
	Iteration 0F: 3 clusters Score -4790940 nChanged 49941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -4822008.500000 Penalty: 1049.466675
	Iteration 1F: 3 clusters Score -4822008 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -4824851.000000 Penalty: 1049.466675
	Iteration 2Q: 3 clusters Score -4824851 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -4829010.000000 Penalty: 1049.466675
	Iteration 3F: 3 clusters Score -4829010 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -4834207.500000 Penalty: 1049.466675
	Iteration 4F: 3 clusters Score -4834208 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -4839764.000000 Penalty: 1049.466675
	Iteration 5F: 3 clusters Score -4839764 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -4845073.500000 Penalty: 1049.466675
	Iteration 6F: 3 clusters Score -4845074 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -4848651.500000 Penalty: 1049.466675
	Iteration 7F: 3 clusters Score -4848652 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -4850255.500000 Penalty: 1049.466675
	Iteration 8Q: 3 clusters Score -4850256 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -4850871.500000 Penalty: 1049.466675
	Iteration 9Q: 3 clusters Score -4850872 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 77460 members 
Entering Unmasked Estep 
Score: -4851204.500000 Penalty: 1049.466675
	Iteration 10Q: 3 clusters Score -4851204 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -4851457.500000 Penalty: 1049.466675
	Iteration 11Q: 3 clusters Score -4851458 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -4851707.000000 Penalty: 1049.466675
	Iteration 12Q: 3 clusters Score -4851707 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -4851941.500000 Penalty: 1049.466675
	Iteration 13Q: 3 clusters Score -4851942 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -4852163.000000 Penalty: 1049.466675
	Iteration 14Q: 3 clusters Score -4852163 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -4852367.000000 Penalty: 1049.466675
	Iteration 15Q: 3 clusters Score -4852367 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -4852573.000000 Penalty: 1049.466675
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Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 87077 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 92401 members 
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Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 93181 members 
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Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 95048 members 
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Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 95561 members 
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Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 96469 members 
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Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 96830 members 
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Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 97131 members 
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Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 97375 members 
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Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 97568 members 
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Mstep: Class 2 contains 97741 members 
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Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 97894 members 
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Mstep: Class 1 contains 3941 members 
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Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 98172 members 
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Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 98281 members 
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Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 98394 members 
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Mstep: Class 1 contains 3502 members 
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Mstep: Class 1 contains 3428 members 
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Mstep: Class 1 contains 3266 members 
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Mstep: Class 1 contains 3067 members 
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Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 99141 members 
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Mstep: Class 1 contains 2782 members 
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Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 99268 members 
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Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 99328 members 
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Mstep: Class 1 contains 2602 members 
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Mstep: Class 1 contains 2550 members 
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Mstep: Class 1 contains 2491 members 
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Mstep: Class 1 contains 2434 members 
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	Iteration 60F: 3 clusters Score -4859622 nChanged 75
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Mstep: Class 1 contains 2030 members 
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Mstep: Class 1 contains 1883 members 
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	Iteration 84Q: 3 clusters Score -4859716 nChanged 20
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	Iteration 97Q: 3 clusters Score -4859724 nChanged 8
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	Iteration 98Q: 3 clusters Score -4859724 nChanged 6
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	Iteration 101Q: 3 clusters Score -4859727 nChanged 4
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	Iteration 102Q: 3 clusters Score -4859727 nChanged 5
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	Iteration 105Q: 3 clusters Score -4859728 nChanged 4
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Mstep: Class 2 contains 100398 members 
Entering Unmasked Estep 
Score: -4859724.500000 Penalty: 1049.466675
	Iteration 109Q: 3 clusters Score -4859724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 100404 members 
Entering Unmasked Estep 
Score: -4859729.000000 Penalty: 1049.466675
	Iteration 110Q: 3 clusters Score -4859729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -4859728.500000 Penalty: 1049.466675
	Iteration 111Q: 3 clusters Score -4859728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 100411 members 
Entering Unmasked Estep 
Score: -4859727.000000 Penalty: 1049.466675
	Iteration 112Q: 3 clusters Score -4859727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -4859728.500000 Penalty: 1049.466675
	Iteration 113Q: 3 clusters Score -4859728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 100423 members 
Entering Unmasked Estep 
Score: -4859726.000000 Penalty: 1049.466675
	Iteration 114Q: 3 clusters Score -4859726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
Score: -4859730.000000 Penalty: 1049.466675
	Iteration 115Q: 3 clusters Score -4859730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -4859727.500000 Penalty: 1049.466675
	Iteration 116Q: 3 clusters Score -4859728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -4859727.500000 Penalty: 1049.466675
	Iteration 117F: 3 clusters Score -4859728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (220167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220167 members 
Entering Unmasked Estep 
Score: -10359243.000000 Penalty: 559.747437
	Iteration 0F: 2 clusters Score -1.035924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110035 members 
Mstep: Class 2 contains 110132 members 
Entering Unmasked Estep 
Score: -10212769.000000 Penalty: 1119.494873
	Iteration 0F: 3 clusters Score -1.021277e+07 nChanged 108536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -10277665.000000 Penalty: 1119.494873
	Iteration 1F: 3 clusters Score -1.027766e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113098 members 
Mstep: Class 2 contains 107069 members 
Entering Unmasked Estep 
Score: -10278758.000000 Penalty: 1119.494873
	Iteration 2Q: 3 clusters Score -1.027876e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 105482 members 
Entering Unmasked Estep 
Score: -10280031.000000 Penalty: 1119.494873
	Iteration 3Q: 3 clusters Score -1.028003e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117094 members 
Mstep: Class 2 contains 103073 members 
Entering Unmasked Estep 
Score: -10281516.000000 Penalty: 1119.494873
	Iteration 4Q: 3 clusters Score -1.028152e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120638 members 
Mstep: Class 2 contains 99529 members 
Entering Unmasked Estep 
Score: -10283295.000000 Penalty: 1119.494873
	Iteration 5Q: 3 clusters Score -1.02833e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125701 members 
Mstep: Class 2 contains 94466 members 
Entering Unmasked Estep 
Score: -10285684.000000 Penalty: 1119.494873
	Iteration 6Q: 3 clusters Score -1.028568e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132842 members 
Mstep: Class 2 contains 87325 members 
Entering Unmasked Estep 
Score: -10289457.000000 Penalty: 1119.494873
	Iteration 7Q: 3 clusters Score -1.028946e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142617 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -10295431.000000 Penalty: 1119.494873
	Iteration 8F: 3 clusters Score -1.029543e+07 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154872 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -10305159.000000 Penalty: 1119.494873
	Iteration 9F: 3 clusters Score -1.030516e+07 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168010 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -10317596.000000 Penalty: 1119.494873
	Iteration 10F: 3 clusters Score -1.03176e+07 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179288 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -10329134.000000 Penalty: 1119.494873
	Iteration 11F: 3 clusters Score -1.032913e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187328 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -10336838.000000 Penalty: 1119.494873
	Iteration 12Q: 3 clusters Score -1.033684e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192907 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -10341350.000000 Penalty: 1119.494873
	Iteration 13Q: 3 clusters Score -1.034135e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197528 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -10344701.000000 Penalty: 1119.494873
	Iteration 14Q: 3 clusters Score -1.03447e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201660 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -10347770.000000 Penalty: 1119.494873
	Iteration 15Q: 3 clusters Score -1.034777e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205369 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -10351119.000000 Penalty: 1119.494873
	Iteration 16Q: 3 clusters Score -1.035112e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208898 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -10353718.000000 Penalty: 1119.494873
	Iteration 17Q: 3 clusters Score -1.035372e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211964 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -10355501.000000 Penalty: 1119.494873
	Iteration 18Q: 3 clusters Score -1.03555e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214460 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -10356776.000000 Penalty: 1119.494873
	Iteration 19Q: 3 clusters Score -1.035678e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216364 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -10357541.000000 Penalty: 1119.494873
	Iteration 20F: 3 clusters Score -1.035754e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217761 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -10358140.000000 Penalty: 1119.494873
	Iteration 21Q: 3 clusters Score -1.035814e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218630 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10358446.000000 Penalty: 1119.494873
	Iteration 22Q: 3 clusters Score -1.035845e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219159 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10358616.000000 Penalty: 1119.494873
	Iteration 23Q: 3 clusters Score -1.035862e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219451 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10358665.000000 Penalty: 1119.494873
	Iteration 24Q: 3 clusters Score -1.035866e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219622 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10358728.000000 Penalty: 1119.494873
	Iteration 25Q: 3 clusters Score -1.035873e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219722 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10358758.000000 Penalty: 1119.494873
	Iteration 26Q: 3 clusters Score -1.035876e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219795 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10358756.000000 Penalty: 1119.494873
	Iteration 27Q: 3 clusters Score -1.035876e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219844 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10358772.000000 Penalty: 1119.494873
	Iteration 28Q: 3 clusters Score -1.035877e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219872 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10358791.000000 Penalty: 1119.494873
	Iteration 29Q: 3 clusters Score -1.035879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219886 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10358791.000000 Penalty: 1119.494873
	Iteration 30Q: 3 clusters Score -1.035879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219900 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10358812.000000 Penalty: 1119.494873
	Iteration 31Q: 3 clusters Score -1.035881e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219917 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10358816.000000 Penalty: 1119.494873
	Iteration 32Q: 3 clusters Score -1.035882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219932 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10358815.000000 Penalty: 1119.494873
	Iteration 33Q: 3 clusters Score -1.035882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219944 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10358820.000000 Penalty: 1119.494873
	Iteration 34Q: 3 clusters Score -1.035882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219947 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10358820.000000 Penalty: 1119.494873
	Iteration 35Q: 3 clusters Score -1.035882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219950 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10358832.000000 Penalty: 1119.494873
	Iteration 36Q: 3 clusters Score -1.035883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219949 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10358830.000000 Penalty: 1119.494873
	Iteration 37Q: 3 clusters Score -1.035883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219947 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10358833.000000 Penalty: 1119.494873
	Iteration 38Q: 3 clusters Score -1.035883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219950 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10358844.000000 Penalty: 1119.494873
	Iteration 39Q: 3 clusters Score -1.035884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219953 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10358846.000000 Penalty: 1119.494873
	Iteration 40F: 3 clusters Score -1.035885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219950 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10358841.000000 Penalty: 1119.494873
	Iteration 41Q: 3 clusters Score -1.035884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219953 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10358853.000000 Penalty: 1119.494873
	Iteration 42Q: 3 clusters Score -1.035885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219960 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10358859.000000 Penalty: 1119.494873
	Iteration 43Q: 3 clusters Score -1.035886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219959 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10358864.000000 Penalty: 1119.494873
	Iteration 44Q: 3 clusters Score -1.035886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219956 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10358875.000000 Penalty: 1119.494873
	Iteration 45Q: 3 clusters Score -1.035888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219955 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10358873.000000 Penalty: 1119.494873
	Iteration 46Q: 3 clusters Score -1.035887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219951 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10358874.000000 Penalty: 1119.494873
	Iteration 47Q: 3 clusters Score -1.035887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219948 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10358882.000000 Penalty: 1119.494873
	Iteration 48Q: 3 clusters Score -1.035888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219948 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10358896.000000 Penalty: 1119.494873
	Iteration 49Q: 3 clusters Score -1.03589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219946 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10358900.000000 Penalty: 1119.494873
	Iteration 50Q: 3 clusters Score -1.03589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219943 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10358909.000000 Penalty: 1119.494873
	Iteration 51Q: 3 clusters Score -1.035891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219941 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10358910.000000 Penalty: 1119.494873
	Iteration 52Q: 3 clusters Score -1.035891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219941 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10358914.000000 Penalty: 1119.494873
	Iteration 53Q: 3 clusters Score -1.035891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219938 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10358920.000000 Penalty: 1119.494873
	Iteration 54Q: 3 clusters Score -1.035892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219937 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10358921.000000 Penalty: 1119.494873
	Iteration 55Q: 3 clusters Score -1.035892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219934 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10358926.000000 Penalty: 1119.494873
	Iteration 56Q: 3 clusters Score -1.035893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219933 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10358928.000000 Penalty: 1119.494873
	Iteration 57Q: 3 clusters Score -1.035893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219933 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10358928.000000 Penalty: 1119.494873
	Iteration 58F: 3 clusters Score -1.035893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (123837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123837 members 
Entering Unmasked Estep 
Score: -6125717.500000 Penalty: 533.565857
	Iteration 0F: 2 clusters Score -6125718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -6045271.000000 Penalty: 1067.131714
	Iteration 0F: 3 clusters Score -6045271 nChanged 60517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -6083658.500000 Penalty: 1067.131714
	Iteration 1F: 3 clusters Score -6083658 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -6087246.500000 Penalty: 1067.131714
	Iteration 2F: 3 clusters Score -6087246 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 79862 members 
Entering Unmasked Estep 
Score: -6092464.000000 Penalty: 1067.131714
	Iteration 3F: 3 clusters Score -6092464 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -6099252.000000 Penalty: 1067.131714
	Iteration 4F: 3 clusters Score -6099252 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -6107057.000000 Penalty: 1067.131714
	Iteration 5F: 3 clusters Score -6107057 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 99549 members 
Entering Unmasked Estep 
Score: -6114315.000000 Penalty: 1067.131714
	Iteration 6F: 3 clusters Score -6114315 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -6119780.000000 Penalty: 1067.131714
	Iteration 7Q: 3 clusters Score -6119780 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 106042 members 
Entering Unmasked Estep 
Score: -6123001.500000 Penalty: 1067.131714
	Iteration 8Q: 3 clusters Score -6123002 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -6124776.500000 Penalty: 1067.131714
	Iteration 9Q: 3 clusters Score -6124776 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -6125828.500000 Penalty: 1067.131714
	Iteration 10Q: 3 clusters Score -6125828 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -6126495.500000 Penalty: 1067.131714
	Iteration 11Q: 3 clusters Score -6126496 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 112221 members 
Entering Unmasked Estep 
Score: -6126941.500000 Penalty: 1067.131714
	Iteration 12Q: 3 clusters Score -6126942 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -6127231.500000 Penalty: 1067.131714
	Iteration 13Q: 3 clusters Score -6127232 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 114369 members 
Entering Unmasked Estep 
Score: -6127452.000000 Penalty: 1067.131714
	Iteration 14Q: 3 clusters Score -6127452 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 115270 members 
Entering Unmasked Estep 
Score: -6127513.000000 Penalty: 1067.131714
	Iteration 15Q: 3 clusters Score -6127513 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 116056 members 
Entering Unmasked Estep 
Score: -6127519.000000 Penalty: 1067.131714
	Iteration 16Q: 3 clusters Score -6127519 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 116769 members 
Entering Unmasked Estep 
Score: -6127480.000000 Penalty: 1067.131714
	Iteration 17Q: 3 clusters Score -6127480 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 117426 members 
Entering Unmasked Estep 
Score: -6127444.000000 Penalty: 1067.131714
	Iteration 18Q: 3 clusters Score -6127444 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 118046 members 
Entering Unmasked Estep 
Score: -6127398.000000 Penalty: 1067.131714
	Iteration 19Q: 3 clusters Score -6127398 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 118621 members 
Entering Unmasked Estep 
Score: -6127355.500000 Penalty: 1067.131714
	Iteration 20F: 3 clusters Score -6127356 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -6127216.000000 Penalty: 1067.131714
	Iteration 21Q: 3 clusters Score -6127216 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 119598 members 
Entering Unmasked Estep 
Score: -6127145.500000 Penalty: 1067.131714
	Iteration 22Q: 3 clusters Score -6127146 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 120009 members 
Entering Unmasked Estep 
Score: -6127036.500000 Penalty: 1067.131714
	Iteration 23Q: 3 clusters Score -6127036 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -6126999.000000 Penalty: 1067.131714
	Iteration 24Q: 3 clusters Score -6126999 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 120704 members 
Entering Unmasked Estep 
Score: -6126919.500000 Penalty: 1067.131714
	Iteration 25Q: 3 clusters Score -6126920 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 120973 members 
Entering Unmasked Estep 
Score: -6126847.500000 Penalty: 1067.131714
	Iteration 26Q: 3 clusters Score -6126848 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 121218 members 
Entering Unmasked Estep 
Score: -6126782.500000 Penalty: 1067.131714
	Iteration 27Q: 3 clusters Score -6126782 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 121419 members 
Entering Unmasked Estep 
Score: -6126708.500000 Penalty: 1067.131714
	Iteration 28Q: 3 clusters Score -6126708 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 121590 members 
Entering Unmasked Estep 
Score: -6126660.000000 Penalty: 1067.131714
	Iteration 29Q: 3 clusters Score -6126660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 121729 members 
Entering Unmasked Estep 
Score: -6126590.000000 Penalty: 1067.131714
	Iteration 30Q: 3 clusters Score -6126590 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 121837 members 
Entering Unmasked Estep 
Score: -6126559.000000 Penalty: 1067.131714
	Iteration 31Q: 3 clusters Score -6126559 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 121941 members 
Entering Unmasked Estep 
Score: -6126537.500000 Penalty: 1067.131714
	Iteration 32Q: 3 clusters Score -6126538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 122021 members 
Entering Unmasked Estep 
Score: -6126496.000000 Penalty: 1067.131714
	Iteration 33Q: 3 clusters Score -6126496 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -6126461.500000 Penalty: 1067.131714
	Iteration 34Q: 3 clusters Score -6126462 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 122166 members 
Entering Unmasked Estep 
Score: -6126427.500000 Penalty: 1067.131714
	Iteration 35Q: 3 clusters Score -6126428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 122230 members 
Entering Unmasked Estep 
Score: -6126396.500000 Penalty: 1067.131714
	Iteration 36Q: 3 clusters Score -6126396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 122283 members 
Entering Unmasked Estep 
Score: -6126372.000000 Penalty: 1067.131714
	Iteration 37Q: 3 clusters Score -6126372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 122319 members 
Entering Unmasked Estep 
Score: -6126354.000000 Penalty: 1067.131714
	Iteration 38Q: 3 clusters Score -6126354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 122351 members 
Entering Unmasked Estep 
Score: -6126342.500000 Penalty: 1067.131714
	Iteration 39Q: 3 clusters Score -6126342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 122379 members 
Entering Unmasked Estep 
Score: -6126330.500000 Penalty: 1067.131714
	Iteration 40F: 3 clusters Score -6126330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 122400 members 
Entering Unmasked Estep 
Score: -6126318.000000 Penalty: 1067.131714
	Iteration 41Q: 3 clusters Score -6126318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 122416 members 
Entering Unmasked Estep 
Score: -6126300.500000 Penalty: 1067.131714
	Iteration 42Q: 3 clusters Score -6126300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 122436 members 
Entering Unmasked Estep 
Score: -6126291.000000 Penalty: 1067.131714
	Iteration 43Q: 3 clusters Score -6126291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -6126275.500000 Penalty: 1067.131714
	Iteration 44Q: 3 clusters Score -6126276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -6126273.500000 Penalty: 1067.131714
	Iteration 45Q: 3 clusters Score -6126274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -6126269.000000 Penalty: 1067.131714
	Iteration 46Q: 3 clusters Score -6126269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 122474 members 
Entering Unmasked Estep 
Score: -6126279.000000 Penalty: 1067.131714
	Iteration 47Q: 3 clusters Score -6126279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 122481 members 
Entering Unmasked Estep 
Score: -6126271.500000 Penalty: 1067.131714
	Iteration 48Q: 3 clusters Score -6126272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 122492 members 
Entering Unmasked Estep 
Score: -6126260.500000 Penalty: 1067.131714
	Iteration 49Q: 3 clusters Score -6126260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 122506 members 
Entering Unmasked Estep 
Score: -6126248.500000 Penalty: 1067.131714
	Iteration 50Q: 3 clusters Score -6126248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 122522 members 
Entering Unmasked Estep 
Score: -6126242.000000 Penalty: 1067.131714
	Iteration 51Q: 3 clusters Score -6126242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
Score: -6126251.000000 Penalty: 1067.131714
	Iteration 52Q: 3 clusters Score -6126251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 122564 members 
Entering Unmasked Estep 
Score: -6126246.500000 Penalty: 1067.131714
	Iteration 53Q: 3 clusters Score -6126246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 122580 members 
Entering Unmasked Estep 
Score: -6126231.500000 Penalty: 1067.131714
	Iteration 54Q: 3 clusters Score -6126232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 122594 members 
Entering Unmasked Estep 
Score: -6126221.000000 Penalty: 1067.131714
	Iteration 55Q: 3 clusters Score -6126221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 122605 members 
Entering Unmasked Estep 
Score: -6126215.500000 Penalty: 1067.131714
	Iteration 56Q: 3 clusters Score -6126216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 122618 members 
Entering Unmasked Estep 
Score: -6126208.000000 Penalty: 1067.131714
	Iteration 57Q: 3 clusters Score -6126208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -6126205.500000 Penalty: 1067.131714
	Iteration 58Q: 3 clusters Score -6126206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 122626 members 
Entering Unmasked Estep 
Score: -6126209.000000 Penalty: 1067.131714
	Iteration 59Q: 3 clusters Score -6126209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -6126208.000000 Penalty: 1067.131714
	Iteration 60F: 3 clusters Score -6126208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -6126208.000000 Penalty: 1067.131714
	Iteration 61Q: 3 clusters Score -6126208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -6126208.000000 Penalty: 1067.131714
	Iteration 62F: 3 clusters Score -6126208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 186584 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 1209 members 
Mstep: Class 42 contains 196894 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 122624 members 
Entering Unmasked Estep 
Score: -90594152.000000 Penalty: 29011.644531
Splitting cluster 15 changes total score from -90580888.000000 to -90594152.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -78108.078125 Penalty: 343.074127
	Iteration 0F: 2 clusters Score -78108.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -76726.375000 Penalty: 686.148254
	Iteration 0F: 3 clusters Score -76726.38 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -77188.070312 Penalty: 686.148254
	Iteration 1F: 3 clusters Score -77188.07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -77269.101562 Penalty: 686.148254
	Iteration 2F: 3 clusters Score -77269.1 nChanged 114
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: -77361.281250 Penalty: 686.148254
	Iteration 3F: 3 clusters Score -77361.28 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -77434.796875 Penalty: 686.148254
	Iteration 4F: 3 clusters Score -77434.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -77506.765625 Penalty: 686.148254
	Iteration 5Q: 3 clusters Score -77506.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -77570.101562 Penalty: 686.148254
	Iteration 6Q: 3 clusters Score -77570.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -77650.648438 Penalty: 686.148254
	Iteration 7Q: 3 clusters Score -77650.65 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -77708.195312 Penalty: 686.148254
	Iteration 8Q: 3 clusters Score -77708.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -77748.796875 Penalty: 686.148254
	Iteration 9Q: 3 clusters Score -77748.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -77774.117188 Penalty: 686.148254
	Iteration 10Q: 3 clusters Score -77774.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -77791.804688 Penalty: 686.148254
	Iteration 11Q: 3 clusters Score -77791.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -77815.195312 Penalty: 686.148254
	Iteration 12Q: 3 clusters Score -77815.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -77826.828125 Penalty: 686.148254
	Iteration 13Q: 3 clusters Score -77826.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -77840.164062 Penalty: 686.148254
	Iteration 14Q: 3 clusters Score -77840.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -77852.437500 Penalty: 686.148254
	Iteration 15Q: 3 clusters Score -77852.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -77865.132812 Penalty: 686.148254
	Iteration 16Q: 3 clusters Score -77865.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -77870.406250 Penalty: 686.148254
	Iteration 17Q: 3 clusters Score -77870.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -77875.117188 Penalty: 686.148254
	Iteration 18Q: 3 clusters Score -77875.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -77879.500000 Penalty: 686.148254
	Iteration 19Q: 3 clusters Score -77879.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -77889.531250 Penalty: 686.148254
	Iteration 20F: 3 clusters Score -77889.53 nChanged 21
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: -77906.226562 Penalty: 686.148254
	Iteration 21Q: 3 clusters Score -77906.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -77925.789062 Penalty: 686.148254
	Iteration 22Q: 3 clusters Score -77925.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -77939.023438 Penalty: 686.148254
	Iteration 23Q: 3 clusters Score -77939.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -77945.085938 Penalty: 686.148254
	Iteration 24Q: 3 clusters Score -77945.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -77950.179688 Penalty: 686.148254
	Iteration 25Q: 3 clusters Score -77950.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -77953.773438 Penalty: 686.148254
	Iteration 26Q: 3 clusters Score -77953.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -77959.937500 Penalty: 686.148254
	Iteration 27Q: 3 clusters Score -77959.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -77963.085938 Penalty: 686.148254
	Iteration 28Q: 3 clusters Score -77963.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -77964.523438 Penalty: 686.148254
	Iteration 29Q: 3 clusters Score -77964.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -77965.718750 Penalty: 686.148254
	Iteration 30Q: 3 clusters Score -77965.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -77966.640625 Penalty: 686.148254
	Iteration 31Q: 3 clusters Score -77966.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -77971.046875 Penalty: 686.148254
	Iteration 32Q: 3 clusters Score -77971.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -77976.226562 Penalty: 686.148254
	Iteration 33Q: 3 clusters Score -77976.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -77981.460938 Penalty: 686.148254
	Iteration 34Q: 3 clusters Score -77981.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -77983.726562 Penalty: 686.148254
	Iteration 35Q: 3 clusters Score -77983.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -77984.484375 Penalty: 686.148254
	Iteration 36Q: 3 clusters Score -77984.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -77985.320312 Penalty: 686.148254
	Iteration 37Q: 3 clusters Score -77985.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -77986.453125 Penalty: 686.148254
	Iteration 38Q: 3 clusters Score -77986.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -77989.875000 Penalty: 686.148254
	Iteration 39Q: 3 clusters Score -77989.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -77991.304688 Penalty: 686.148254
	Iteration 40F: 3 clusters Score -77991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -77991.546875 Penalty: 686.148254
	Iteration 41Q: 3 clusters Score -77991.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -77991.539062 Penalty: 686.148254
	Iteration 42Q: 3 clusters Score -77991.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -77991.539062 Penalty: 686.148254
	Iteration 43F: 3 clusters Score -77991.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -43284.761719 Penalty: 317.423828
	Iteration 0F: 2 clusters Score -43284.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -42500.757812 Penalty: 634.847656
	Iteration 0F: 3 clusters Score -42500.76 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43212.863281 Penalty: 634.847656
	Iteration 1F: 3 clusters Score -43212.86 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43793.343750 Penalty: 634.847656
	Iteration 2F: 3 clusters Score -43793.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -44012.277344 Penalty: 634.847656
	Iteration 3F: 3 clusters Score -44012.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -44080.000000 Penalty: 634.847656
	Iteration 4Q: 3 clusters Score -44080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -44110.953125 Penalty: 634.847656
	Iteration 5Q: 3 clusters Score -44110.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -44135.554688 Penalty: 634.847656
	Iteration 6Q: 3 clusters Score -44135.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -44166.824219 Penalty: 634.847656
	Iteration 7Q: 3 clusters Score -44166.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -44197.312500 Penalty: 634.847656
	Iteration 8Q: 3 clusters Score -44197.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44275.765625 Penalty: 634.847656
	Iteration 9Q: 3 clusters Score -44275.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -44295.199219 Penalty: 634.847656
	Iteration 10Q: 3 clusters Score -44295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -44298.410156 Penalty: 634.847656
	Iteration 11Q: 3 clusters Score -44298.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -44303.562500 Penalty: 634.847656
	Iteration 12Q: 3 clusters Score -44303.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -44311.796875 Penalty: 634.847656
	Iteration 13Q: 3 clusters Score -44311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -44322.074219 Penalty: 634.847656
	Iteration 14Q: 3 clusters Score -44322.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -44329.226562 Penalty: 634.847656
	Iteration 15Q: 3 clusters Score -44329.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -44347.789062 Penalty: 634.847656
	Iteration 16Q: 3 clusters Score -44347.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -44375.171875 Penalty: 634.847656
	Iteration 17Q: 3 clusters Score -44375.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -44405.160156 Penalty: 634.847656
	Iteration 18Q: 3 clusters Score -44405.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -44428.671875 Penalty: 634.847656
	Iteration 19Q: 3 clusters Score -44428.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -44447.984375 Penalty: 634.847656
	Iteration 20F: 3 clusters Score -44447.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -44454.796875 Penalty: 634.847656
	Iteration 21Q: 3 clusters Score -44454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -44461.261719 Penalty: 634.847656
	Iteration 22Q: 3 clusters Score -44461.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -44462.765625 Penalty: 634.847656
	Iteration 23Q: 3 clusters Score -44462.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -44463.558594 Penalty: 634.847656
	Iteration 24Q: 3 clusters Score -44463.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -44463.558594 Penalty: 634.847656
	Iteration 25F: 3 clusters Score -44463.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 186584 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 1209 members 
Mstep: Class 42 contains 196894 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 122624 members 
Mstep: Class 45 contains 697 members 
Entering Unmasked Estep 
Score: -90595752.000000 Penalty: 29671.000000
Splitting cluster 17 changes total score from -90580888.000000 to -90595752.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 18 (217318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217318 members 
Entering Unmasked Estep 
Score: -10707665.000000 Penalty: 559.154846
	Iteration 0F: 2 clusters Score -1.070766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 108478 members 
Entering Unmasked Estep 
Score: -10568056.000000 Penalty: 1118.309692
	Iteration 0F: 3 clusters Score -1.056806e+07 nChanged 106783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117825 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -10633412.000000 Penalty: 1118.309692
	Iteration 1F: 3 clusters Score -1.063341e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124002 members 
Mstep: Class 2 contains 93316 members 
Entering Unmasked Estep 
Score: -10636697.000000 Penalty: 1118.309692
	Iteration 2Q: 3 clusters Score -1.06367e+07 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132629 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -10642726.000000 Penalty: 1118.309692
	Iteration 3F: 3 clusters Score -1.064273e+07 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142968 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -10652517.000000 Penalty: 1118.309692
	Iteration 4F: 3 clusters Score -1.065252e+07 nChanged 14953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152525 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -10665143.000000 Penalty: 1118.309692
	Iteration 5F: 3 clusters Score -1.066514e+07 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158770 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -10675995.000000 Penalty: 1118.309692
	Iteration 6F: 3 clusters Score -1.0676e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -10681339.000000 Penalty: 1118.309692
	Iteration 7Q: 3 clusters Score -1.068134e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162468 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -10683244.000000 Penalty: 1118.309692
	Iteration 8Q: 3 clusters Score -1.068324e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163040 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -10684213.000000 Penalty: 1118.309692
	Iteration 9Q: 3 clusters Score -1.068421e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163283 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -10684850.000000 Penalty: 1118.309692
	Iteration 10Q: 3 clusters Score -1.068485e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163273 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -10685621.000000 Penalty: 1118.309692
	Iteration 11Q: 3 clusters Score -1.068562e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163025 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -10686321.000000 Penalty: 1118.309692
	Iteration 12Q: 3 clusters Score -1.068632e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162548 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -10686951.000000 Penalty: 1118.309692
	Iteration 13Q: 3 clusters Score -1.068695e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161770 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -10687724.000000 Penalty: 1118.309692
	Iteration 14Q: 3 clusters Score -1.068772e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160674 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -10688327.000000 Penalty: 1118.309692
	Iteration 15Q: 3 clusters Score -1.068833e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159319 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -10688978.000000 Penalty: 1118.309692
	Iteration 16Q: 3 clusters Score -1.068898e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -10689802.000000 Penalty: 1118.309692
	Iteration 17Q: 3 clusters Score -1.06898e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155449 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -10690722.000000 Penalty: 1118.309692
	Iteration 18Q: 3 clusters Score -1.069072e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153140 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -10691800.000000 Penalty: 1118.309692
	Iteration 19Q: 3 clusters Score -1.06918e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150504 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -10693323.000000 Penalty: 1118.309692
	Iteration 20F: 3 clusters Score -1.069332e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147648 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -10694869.000000 Penalty: 1118.309692
	Iteration 21Q: 3 clusters Score -1.069487e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144736 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -10696704.000000 Penalty: 1118.309692
	Iteration 22Q: 3 clusters Score -1.06967e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141689 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -10698467.000000 Penalty: 1118.309692
	Iteration 23Q: 3 clusters Score -1.069847e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138909 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -10700302.000000 Penalty: 1118.309692
	Iteration 24Q: 3 clusters Score -1.07003e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136386 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -10701764.000000 Penalty: 1118.309692
	Iteration 25Q: 3 clusters Score -1.070176e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134371 members 
Mstep: Class 2 contains 82947 members 
Entering Unmasked Estep 
Score: -10702752.000000 Penalty: 1118.309692
	Iteration 26Q: 3 clusters Score -1.070275e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132816 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -10703496.000000 Penalty: 1118.309692
	Iteration 27Q: 3 clusters Score -1.07035e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131690 members 
Mstep: Class 2 contains 85628 members 
Entering Unmasked Estep 
Score: -10703993.000000 Penalty: 1118.309692
	Iteration 28Q: 3 clusters Score -1.070399e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130833 members 
Mstep: Class 2 contains 86485 members 
Entering Unmasked Estep 
Score: -10704277.000000 Penalty: 1118.309692
	Iteration 29Q: 3 clusters Score -1.070428e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130207 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -10704492.000000 Penalty: 1118.309692
	Iteration 30Q: 3 clusters Score -1.070449e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129686 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -10704685.000000 Penalty: 1118.309692
	Iteration 31Q: 3 clusters Score -1.070468e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129303 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
Score: -10704764.000000 Penalty: 1118.309692
	Iteration 32Q: 3 clusters Score -1.070476e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 88251 members 
Entering Unmasked Estep 
Score: -10704838.000000 Penalty: 1118.309692
	Iteration 33Q: 3 clusters Score -1.070484e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128835 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -10704924.000000 Penalty: 1118.309692
	Iteration 34Q: 3 clusters Score -1.070492e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128610 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -10704942.000000 Penalty: 1118.309692
	Iteration 35Q: 3 clusters Score -1.070494e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128399 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -10704958.000000 Penalty: 1118.309692
	Iteration 36Q: 3 clusters Score -1.070496e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128220 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
Score: -10704985.000000 Penalty: 1118.309692
	Iteration 37Q: 3 clusters Score -1.070498e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128073 members 
Mstep: Class 2 contains 89245 members 
Entering Unmasked Estep 
Score: -10704995.000000 Penalty: 1118.309692
	Iteration 38Q: 3 clusters Score -1.0705e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127972 members 
Mstep: Class 2 contains 89346 members 
Entering Unmasked Estep 
Score: -10705030.000000 Penalty: 1118.309692
	Iteration 39Q: 3 clusters Score -1.070503e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127877 members 
Mstep: Class 2 contains 89441 members 
Entering Unmasked Estep 
Score: -10705054.000000 Penalty: 1118.309692
	Iteration 40F: 3 clusters Score -1.070505e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127741 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -10705092.000000 Penalty: 1118.309692
	Iteration 41Q: 3 clusters Score -1.070509e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127633 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -10705089.000000 Penalty: 1118.309692
	Iteration 42Q: 3 clusters Score -1.070509e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127528 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -10705115.000000 Penalty: 1118.309692
	Iteration 43Q: 3 clusters Score -1.070512e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127445 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -10705116.000000 Penalty: 1118.309692
	Iteration 44Q: 3 clusters Score -1.070512e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -10705138.000000 Penalty: 1118.309692
	Iteration 45Q: 3 clusters Score -1.070514e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127337 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -10705150.000000 Penalty: 1118.309692
	Iteration 46Q: 3 clusters Score -1.070515e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127284 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -10705153.000000 Penalty: 1118.309692
	Iteration 47Q: 3 clusters Score -1.070515e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127244 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -10705158.000000 Penalty: 1118.309692
	Iteration 48Q: 3 clusters Score -1.070516e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127191 members 
Mstep: Class 2 contains 90127 members 
Entering Unmasked Estep 
Score: -10705163.000000 Penalty: 1118.309692
	Iteration 49Q: 3 clusters Score -1.070516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127154 members 
Mstep: Class 2 contains 90164 members 
Entering Unmasked Estep 
Score: -10705186.000000 Penalty: 1118.309692
	Iteration 50Q: 3 clusters Score -1.070519e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127116 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -10705179.000000 Penalty: 1118.309692
	Iteration 51Q: 3 clusters Score -1.070518e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -10705184.000000 Penalty: 1118.309692
	Iteration 52Q: 3 clusters Score -1.070518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127063 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -10705185.000000 Penalty: 1118.309692
	Iteration 53Q: 3 clusters Score -1.070518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127052 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -10705188.000000 Penalty: 1118.309692
	Iteration 54Q: 3 clusters Score -1.070519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127038 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -10705179.000000 Penalty: 1118.309692
	Iteration 55Q: 3 clusters Score -1.070518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127030 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -10705180.000000 Penalty: 1118.309692
	Iteration 56Q: 3 clusters Score -1.070518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127017 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -10705176.000000 Penalty: 1118.309692
	Iteration 57Q: 3 clusters Score -1.070518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -10705183.000000 Penalty: 1118.309692
	Iteration 58Q: 3 clusters Score -1.070518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126988 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -10705192.000000 Penalty: 1118.309692
	Iteration 59Q: 3 clusters Score -1.070519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126972 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -10705199.000000 Penalty: 1118.309692
	Iteration 60F: 3 clusters Score -1.07052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126954 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -10705204.000000 Penalty: 1118.309692
	Iteration 61Q: 3 clusters Score -1.07052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126929 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -10705208.000000 Penalty: 1118.309692
	Iteration 62Q: 3 clusters Score -1.070521e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126902 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -10705210.000000 Penalty: 1118.309692
	Iteration 63Q: 3 clusters Score -1.070521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126889 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -10705199.000000 Penalty: 1118.309692
	Iteration 64Q: 3 clusters Score -1.07052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -10705212.000000 Penalty: 1118.309692
	Iteration 65Q: 3 clusters Score -1.070521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126852 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -10705211.000000 Penalty: 1118.309692
	Iteration 66Q: 3 clusters Score -1.070521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126830 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
Score: -10705213.000000 Penalty: 1118.309692
	Iteration 67Q: 3 clusters Score -1.070521e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126809 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -10705222.000000 Penalty: 1118.309692
	Iteration 68Q: 3 clusters Score -1.070522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -10705219.000000 Penalty: 1118.309692
	Iteration 69Q: 3 clusters Score -1.070522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126788 members 
Mstep: Class 2 contains 90530 members 
Entering Unmasked Estep 
Score: -10705214.000000 Penalty: 1118.309692
	Iteration 70Q: 3 clusters Score -1.070521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126784 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -10705206.000000 Penalty: 1118.309692
	Iteration 71Q: 3 clusters Score -1.070521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -10705210.000000 Penalty: 1118.309692
	Iteration 72Q: 3 clusters Score -1.070521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126773 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -10705211.000000 Penalty: 1118.309692
	Iteration 73Q: 3 clusters Score -1.070521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -10705211.000000 Penalty: 1118.309692
	Iteration 74Q: 3 clusters Score -1.070521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -10705214.000000 Penalty: 1118.309692
	Iteration 75Q: 3 clusters Score -1.070521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -10705208.000000 Penalty: 1118.309692
	Iteration 76Q: 3 clusters Score -1.070521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126745 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -10705209.000000 Penalty: 1118.309692
	Iteration 77Q: 3 clusters Score -1.070521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126736 members 
Mstep: Class 2 contains 90582 members 
Entering Unmasked Estep 
Score: -10705211.000000 Penalty: 1118.309692
	Iteration 78Q: 3 clusters Score -1.070521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126735 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -10705219.000000 Penalty: 1118.309692
	Iteration 79Q: 3 clusters Score -1.070522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126735 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -10705219.000000 Penalty: 1118.309692
	Iteration 80F: 3 clusters Score -1.070522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -80688.992188 Penalty: 337.853790
	Iteration 0F: 2 clusters Score -80688.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -79465.468750 Penalty: 675.707581
	Iteration 0F: 3 clusters Score -79465.47 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -79824.750000 Penalty: 675.707581
	Iteration 1F: 3 clusters Score -79824.75 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -79875.843750 Penalty: 675.707581
	Iteration 2F: 3 clusters Score -79875.84 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -79911.007812 Penalty: 675.707581
	Iteration 3Q: 3 clusters Score -79911.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -79942.703125 Penalty: 675.707581
	Iteration 4Q: 3 clusters Score -79942.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -79967.585938 Penalty: 675.707581
	Iteration 5Q: 3 clusters Score -79967.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -79984.476562 Penalty: 675.707581
	Iteration 6Q: 3 clusters Score -79984.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -79995.234375 Penalty: 675.707581
	Iteration 7Q: 3 clusters Score -79995.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -80005.687500 Penalty: 675.707581
	Iteration 8Q: 3 clusters Score -80005.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -80017.921875 Penalty: 675.707581
	Iteration 9Q: 3 clusters Score -80017.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -80031.820312 Penalty: 675.707581
	Iteration 10Q: 3 clusters Score -80031.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -80042.742188 Penalty: 675.707581
	Iteration 11Q: 3 clusters Score -80042.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -80054.929688 Penalty: 675.707581
	Iteration 12Q: 3 clusters Score -80054.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -80069.039062 Penalty: 675.707581
	Iteration 13Q: 3 clusters Score -80069.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -80088.500000 Penalty: 675.707581
	Iteration 14Q: 3 clusters Score -80088.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -80112.203125 Penalty: 675.707581
	Iteration 15Q: 3 clusters Score -80112.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -80136.000000 Penalty: 675.707581
	Iteration 16Q: 3 clusters Score -80136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -80163.273438 Penalty: 675.707581
	Iteration 17Q: 3 clusters Score -80163.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -80198.710938 Penalty: 675.707581
	Iteration 18Q: 3 clusters Score -80198.71 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -80240.273438 Penalty: 675.707581
	Iteration 19Q: 3 clusters Score -80240.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -80273.882812 Penalty: 675.707581
	Iteration 20F: 3 clusters Score -80273.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -80301.640625 Penalty: 675.707581
	Iteration 21Q: 3 clusters Score -80301.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -80316.695312 Penalty: 675.707581
	Iteration 22Q: 3 clusters Score -80316.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -80327.921875 Penalty: 675.707581
	Iteration 23Q: 3 clusters Score -80327.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -80335.953125 Penalty: 675.707581
	Iteration 24Q: 3 clusters Score -80335.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -80342.812500 Penalty: 675.707581
	Iteration 25Q: 3 clusters Score -80342.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -80352.929688 Penalty: 675.707581
	Iteration 26Q: 3 clusters Score -80352.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -80364.148438 Penalty: 675.707581
	Iteration 27Q: 3 clusters Score -80364.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -80370.781250 Penalty: 675.707581
	Iteration 28Q: 3 clusters Score -80370.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -80377.718750 Penalty: 675.707581
	Iteration 29Q: 3 clusters Score -80377.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -80380.117188 Penalty: 675.707581
	Iteration 30Q: 3 clusters Score -80380.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -80380.234375 Penalty: 675.707581
	Iteration 31Q: 3 clusters Score -80380.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -80381.406250 Penalty: 675.707581
	Iteration 32Q: 3 clusters Score -80381.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -80382.437500 Penalty: 675.707581
	Iteration 33Q: 3 clusters Score -80382.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -80382.773438 Penalty: 675.707581
	Iteration 34Q: 3 clusters Score -80382.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -80382.992188 Penalty: 675.707581
	Iteration 35Q: 3 clusters Score -80382.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -80382.992188 Penalty: 675.707581
	Iteration 36F: 3 clusters Score -80382.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -53752.277344 Penalty: 317.210938
	Iteration 0F: 2 clusters Score -53752.28 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 540 members 
Entering Unmasked Estep 
Score: -52918.453125 Penalty: 634.421875
	Iteration 0F: 3 clusters Score -52918.45 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -53145.472656 Penalty: 634.421875
	Iteration 1F: 3 clusters Score -53145.47 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -53163.300781 Penalty: 634.421875
	Iteration 2Q: 3 clusters Score -53163.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -53173.433594 Penalty: 634.421875
	Iteration 3Q: 3 clusters Score -53173.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -53183.894531 Penalty: 634.421875
	Iteration 4Q: 3 clusters Score -53183.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -53191.265625 Penalty: 634.421875
	Iteration 5Q: 3 clusters Score -53191.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53198.562500 Penalty: 634.421875
	Iteration 6Q: 3 clusters Score -53198.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -53205.238281 Penalty: 634.421875
	Iteration 7Q: 3 clusters Score -53205.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -53212.742188 Penalty: 634.421875
	Iteration 8Q: 3 clusters Score -53212.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -53215.906250 Penalty: 634.421875
	Iteration 9Q: 3 clusters Score -53215.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -53219.632812 Penalty: 634.421875
	Iteration 10Q: 3 clusters Score -53219.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -53222.222656 Penalty: 634.421875
	Iteration 11Q: 3 clusters Score -53222.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -53223.250000 Penalty: 634.421875
	Iteration 12Q: 3 clusters Score -53223.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53224.957031 Penalty: 634.421875
	Iteration 13Q: 3 clusters Score -53224.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53226.523438 Penalty: 634.421875
	Iteration 14Q: 3 clusters Score -53226.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -53227.507812 Penalty: 634.421875
	Iteration 15Q: 3 clusters Score -53227.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53228.148438 Penalty: 634.421875
	Iteration 16Q: 3 clusters Score -53228.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53229.437500 Penalty: 634.421875
	Iteration 17Q: 3 clusters Score -53229.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53230.796875 Penalty: 634.421875
	Iteration 18Q: 3 clusters Score -53230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -53233.378906 Penalty: 634.421875
	Iteration 19Q: 3 clusters Score -53233.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -53234.937500 Penalty: 634.421875
	Iteration 20F: 3 clusters Score -53234.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -53236.367188 Penalty: 634.421875
	Iteration 21Q: 3 clusters Score -53236.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53236.671875 Penalty: 634.421875
	Iteration 22Q: 3 clusters Score -53236.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53237.886719 Penalty: 634.421875
	Iteration 23Q: 3 clusters Score -53237.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -53239.242188 Penalty: 634.421875
	Iteration 24Q: 3 clusters Score -53239.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53241.332031 Penalty: 634.421875
	Iteration 25Q: 3 clusters Score -53241.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -53242.773438 Penalty: 634.421875
	Iteration 26Q: 3 clusters Score -53242.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -53244.343750 Penalty: 634.421875
	Iteration 27Q: 3 clusters Score -53244.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -53247.949219 Penalty: 634.421875
	Iteration 28Q: 3 clusters Score -53247.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -53249.242188 Penalty: 634.421875
	Iteration 29Q: 3 clusters Score -53249.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -53251.363281 Penalty: 634.421875
	Iteration 30Q: 3 clusters Score -53251.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -53252.027344 Penalty: 634.421875
	Iteration 31Q: 3 clusters Score -53252.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -53252.433594 Penalty: 634.421875
	Iteration 32Q: 3 clusters Score -53252.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -53252.621094 Penalty: 634.421875
	Iteration 33Q: 3 clusters Score -53252.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -53253.093750 Penalty: 634.421875
	Iteration 34Q: 3 clusters Score -53253.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -53253.191406 Penalty: 634.421875
	Iteration 35Q: 3 clusters Score -53253.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -53253.191406 Penalty: 634.421875
	Iteration 36F: 3 clusters Score -53253.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -107476.945312 Penalty: 355.297180
	Iteration 0F: 2 clusters Score -107476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -105730.382812 Penalty: 710.594360
	Iteration 0F: 3 clusters Score -105730.4 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -106298.429688 Penalty: 710.594360
	Iteration 1F: 3 clusters Score -106298.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -106425.601562 Penalty: 710.594360
	Iteration 2F: 3 clusters Score -106425.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -106577.250000 Penalty: 710.594360
	Iteration 3F: 3 clusters Score -106577.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -106744.578125 Penalty: 710.594360
	Iteration 4F: 3 clusters Score -106744.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -106872.570312 Penalty: 710.594360
	Iteration 5F: 3 clusters Score -106872.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -106964.406250 Penalty: 710.594360
	Iteration 6F: 3 clusters Score -106964.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -107010.039062 Penalty: 710.594360
	Iteration 7Q: 3 clusters Score -107010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -107038.796875 Penalty: 710.594360
	Iteration 8Q: 3 clusters Score -107038.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -107065.593750 Penalty: 710.594360
	Iteration 9Q: 3 clusters Score -107065.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -107083.820312 Penalty: 710.594360
	Iteration 10Q: 3 clusters Score -107083.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -107094.492188 Penalty: 710.594360
	Iteration 11Q: 3 clusters Score -107094.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -107106.742188 Penalty: 710.594360
	Iteration 12Q: 3 clusters Score -107106.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -107116.140625 Penalty: 710.594360
	Iteration 13Q: 3 clusters Score -107116.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -107129.109375 Penalty: 710.594360
	Iteration 14Q: 3 clusters Score -107129.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -107148.085938 Penalty: 710.594360
	Iteration 15Q: 3 clusters Score -107148.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -107163.828125 Penalty: 710.594360
	Iteration 16Q: 3 clusters Score -107163.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -107174.109375 Penalty: 710.594360
	Iteration 17Q: 3 clusters Score -107174.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -107180.546875 Penalty: 710.594360
	Iteration 18Q: 3 clusters Score -107180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -107183.945312 Penalty: 710.594360
	Iteration 19Q: 3 clusters Score -107183.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -107186.250000 Penalty: 710.594360
	Iteration 20F: 3 clusters Score -107186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -107187.539062 Penalty: 710.594360
	Iteration 21Q: 3 clusters Score -107187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -107188.867188 Penalty: 710.594360
	Iteration 22Q: 3 clusters Score -107188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -107189.960938 Penalty: 710.594360
	Iteration 23Q: 3 clusters Score -107190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -107190.015625 Penalty: 710.594360
	Iteration 24Q: 3 clusters Score -107190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -107190.015625 Penalty: 710.594360
	Iteration 25F: 3 clusters Score -107190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -92067.992188 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -92067.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -90654.531250 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -90654.53 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -91163.632812 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -91163.63 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -91254.640625 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -91254.64 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -91330.867188 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -91330.87 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91391.015625 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -91391.02 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91461.414062 Penalty: 685.468750
	Iteration 5F: 3 clusters Score -91461.41 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91534.632812 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -91534.63 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -91625.507812 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -91625.51 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -91690.289062 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -91690.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -91712.562500 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -91712.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -91726.500000 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -91726.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -91738.851562 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -91738.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -91750.851562 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -91750.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -91763.648438 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -91763.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -91774.828125 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -91774.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -91778.804688 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -91778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -91782.273438 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -91782.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -91784.296875 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -91784.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -91784.296875 Penalty: 685.468750
	Iteration 18F: 3 clusters Score -91784.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -215629.531250 Penalty: 381.653809
	Iteration 0F: 2 clusters Score -215629.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -212616.359375 Penalty: 763.307617
	Iteration 0F: 3 clusters Score -212616.4 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -213794.078125 Penalty: 763.307617
	Iteration 1F: 3 clusters Score -213794.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -213950.656250 Penalty: 763.307617
	Iteration 2F: 3 clusters Score -213950.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -214140.515625 Penalty: 763.307617
	Iteration 3F: 3 clusters Score -214140.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -214374.500000 Penalty: 763.307617
	Iteration 4F: 3 clusters Score -214374.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -214617.734375 Penalty: 763.307617
	Iteration 5F: 3 clusters Score -214617.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -214869.609375 Penalty: 763.307617
	Iteration 6F: 3 clusters Score -214869.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -215013.015625 Penalty: 763.307617
	Iteration 7F: 3 clusters Score -215013 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -215082.281250 Penalty: 763.307617
	Iteration 8Q: 3 clusters Score -215082.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -215116.234375 Penalty: 763.307617
	Iteration 9Q: 3 clusters Score -215116.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -215145.000000 Penalty: 763.307617
	Iteration 10Q: 3 clusters Score -215145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -215166.500000 Penalty: 763.307617
	Iteration 11Q: 3 clusters Score -215166.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -215180.281250 Penalty: 763.307617
	Iteration 12Q: 3 clusters Score -215180.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -215193.921875 Penalty: 763.307617
	Iteration 13Q: 3 clusters Score -215193.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -215215.937500 Penalty: 763.307617
	Iteration 14Q: 3 clusters Score -215215.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -215232.812500 Penalty: 763.307617
	Iteration 15Q: 3 clusters Score -215232.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -215245.765625 Penalty: 763.307617
	Iteration 16Q: 3 clusters Score -215245.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -215260.250000 Penalty: 763.307617
	Iteration 17Q: 3 clusters Score -215260.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -215273.000000 Penalty: 763.307617
	Iteration 18Q: 3 clusters Score -215273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -215283.625000 Penalty: 763.307617
	Iteration 19Q: 3 clusters Score -215283.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -215291.078125 Penalty: 763.307617
	Iteration 20F: 3 clusters Score -215291.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -215296.859375 Penalty: 763.307617
	Iteration 21Q: 3 clusters Score -215296.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -215304.296875 Penalty: 763.307617
	Iteration 22Q: 3 clusters Score -215304.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -215309.421875 Penalty: 763.307617
	Iteration 23Q: 3 clusters Score -215309.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -215313.406250 Penalty: 763.307617
	Iteration 24Q: 3 clusters Score -215313.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -215316.609375 Penalty: 763.307617
	Iteration 25Q: 3 clusters Score -215316.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -215319.781250 Penalty: 763.307617
	Iteration 26Q: 3 clusters Score -215319.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -215321.390625 Penalty: 763.307617
	Iteration 27Q: 3 clusters Score -215321.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -215324.578125 Penalty: 763.307617
	Iteration 28Q: 3 clusters Score -215324.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -215327.593750 Penalty: 763.307617
	Iteration 29Q: 3 clusters Score -215327.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -215329.156250 Penalty: 763.307617
	Iteration 30Q: 3 clusters Score -215329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -215330.265625 Penalty: 763.307617
	Iteration 31Q: 3 clusters Score -215330.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -215331.453125 Penalty: 763.307617
	Iteration 32Q: 3 clusters Score -215331.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -215331.906250 Penalty: 763.307617
	Iteration 33Q: 3 clusters Score -215331.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -215332.781250 Penalty: 763.307617
	Iteration 34Q: 3 clusters Score -215332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -215333.359375 Penalty: 763.307617
	Iteration 35Q: 3 clusters Score -215333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -215334.109375 Penalty: 763.307617
	Iteration 36Q: 3 clusters Score -215334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -215335.031250 Penalty: 763.307617
	Iteration 37Q: 3 clusters Score -215335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -215335.609375 Penalty: 763.307617
	Iteration 38Q: 3 clusters Score -215335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -215336.796875 Penalty: 763.307617
	Iteration 39Q: 3 clusters Score -215336.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -215339.265625 Penalty: 763.307617
	Iteration 40F: 3 clusters Score -215339.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -215341.093750 Penalty: 763.307617
	Iteration 41Q: 3 clusters Score -215341.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -215343.000000 Penalty: 763.307617
	Iteration 42Q: 3 clusters Score -215343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -215343.843750 Penalty: 763.307617
	Iteration 43Q: 3 clusters Score -215343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -215344.234375 Penalty: 763.307617
	Iteration 44Q: 3 clusters Score -215344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -215344.234375 Penalty: 763.307617
	Iteration 45F: 3 clusters Score -215344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -60928.937500 Penalty: 326.969574
	Iteration 0F: 2 clusters Score -60928.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -59889.738281 Penalty: 653.939148
	Iteration 0F: 3 clusters Score -59889.74 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -60251.050781 Penalty: 653.939148
	Iteration 1F: 3 clusters Score -60251.05 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -60358.664062 Penalty: 653.939148
	Iteration 2F: 3 clusters Score -60358.66 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -60424.675781 Penalty: 653.939148
	Iteration 3F: 3 clusters Score -60424.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -60480.496094 Penalty: 653.939148
	Iteration 4F: 3 clusters Score -60480.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -60529.054688 Penalty: 653.939148
	Iteration 5Q: 3 clusters Score -60529.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -60571.019531 Penalty: 653.939148
	Iteration 6Q: 3 clusters Score -60571.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -60603.468750 Penalty: 653.939148
	Iteration 7Q: 3 clusters Score -60603.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -60627.597656 Penalty: 653.939148
	Iteration 8Q: 3 clusters Score -60627.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -60640.214844 Penalty: 653.939148
	Iteration 9Q: 3 clusters Score -60640.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -60650.882812 Penalty: 653.939148
	Iteration 10Q: 3 clusters Score -60650.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -60665.546875 Penalty: 653.939148
	Iteration 11Q: 3 clusters Score -60665.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -60672.613281 Penalty: 653.939148
	Iteration 12Q: 3 clusters Score -60672.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -60678.644531 Penalty: 653.939148
	Iteration 13Q: 3 clusters Score -60678.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -60682.519531 Penalty: 653.939148
	Iteration 14Q: 3 clusters Score -60682.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -60688.285156 Penalty: 653.939148
	Iteration 15Q: 3 clusters Score -60688.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -60689.941406 Penalty: 653.939148
	Iteration 16Q: 3 clusters Score -60689.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -60691.011719 Penalty: 653.939148
	Iteration 17Q: 3 clusters Score -60691.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -60693.500000 Penalty: 653.939148
	Iteration 18Q: 3 clusters Score -60693.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -60697.984375 Penalty: 653.939148
	Iteration 19Q: 3 clusters Score -60697.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -60701.035156 Penalty: 653.939148
	Iteration 20F: 3 clusters Score -60701.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -60701.523438 Penalty: 653.939148
	Iteration 21Q: 3 clusters Score -60701.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -60701.875000 Penalty: 653.939148
	Iteration 22Q: 3 clusters Score -60701.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -60702.593750 Penalty: 653.939148
	Iteration 23Q: 3 clusters Score -60702.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -60702.890625 Penalty: 653.939148
	Iteration 24Q: 3 clusters Score -60702.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -60703.292969 Penalty: 653.939148
	Iteration 25Q: 3 clusters Score -60703.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -60703.687500 Penalty: 653.939148
	Iteration 26Q: 3 clusters Score -60703.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -60704.453125 Penalty: 653.939148
	Iteration 27Q: 3 clusters Score -60704.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -60704.910156 Penalty: 653.939148
	Iteration 28Q: 3 clusters Score -60704.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -60704.988281 Penalty: 653.939148
	Iteration 29Q: 3 clusters Score -60704.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -60704.988281 Penalty: 653.939148
	Iteration 30F: 3 clusters Score -60704.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (186584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186584 members 
Entering Unmasked Estep 
Score: -9282905.000000 Penalty: 552.216980
	Iteration 0F: 2 clusters Score -9282905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93664 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -9159340.000000 Penalty: 1104.433960
	Iteration 0F: 3 clusters Score -9159340 nChanged 91475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115701 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -9222888.000000 Penalty: 1104.433960
	Iteration 1F: 3 clusters Score -9222888 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126106 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -9231988.000000 Penalty: 1104.433960
	Iteration 2F: 3 clusters Score -9231988 nChanged 16088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138064 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -9245130.000000 Penalty: 1104.433960
	Iteration 3F: 3 clusters Score -9245130 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -9259588.000000 Penalty: 1104.433960
	Iteration 4F: 3 clusters Score -9259588 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156803 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -9271262.000000 Penalty: 1104.433960
	Iteration 5F: 3 clusters Score -9271262 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159856 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -9276711.000000 Penalty: 1104.433960
	Iteration 6Q: 3 clusters Score -9276711 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161176 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -9278420.000000 Penalty: 1104.433960
	Iteration 7Q: 3 clusters Score -9278420 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162385 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -9279313.000000 Penalty: 1104.433960
	Iteration 8Q: 3 clusters Score -9279313 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163657 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -9279998.000000 Penalty: 1104.433960
	Iteration 9Q: 3 clusters Score -9279998 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164978 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -9280595.000000 Penalty: 1104.433960
	Iteration 10Q: 3 clusters Score -9280595 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166399 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -9281155.000000 Penalty: 1104.433960
	Iteration 11Q: 3 clusters Score -9281155 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167820 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -9281735.000000 Penalty: 1104.433960
	Iteration 12Q: 3 clusters Score -9281735 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169295 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -9282178.000000 Penalty: 1104.433960
	Iteration 13Q: 3 clusters Score -9282178 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170798 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -9282575.000000 Penalty: 1104.433960
	Iteration 14Q: 3 clusters Score -9282575 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172280 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -9282986.000000 Penalty: 1104.433960
	Iteration 15Q: 3 clusters Score -9282986 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173759 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -9283263.000000 Penalty: 1104.433960
	Iteration 16Q: 3 clusters Score -9283263 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175132 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -9283474.000000 Penalty: 1104.433960
	Iteration 17Q: 3 clusters Score -9283474 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176367 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -9283617.000000 Penalty: 1104.433960
	Iteration 18Q: 3 clusters Score -9283617 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177489 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -9283720.000000 Penalty: 1104.433960
	Iteration 19Q: 3 clusters Score -9283720 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178532 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -9283722.000000 Penalty: 1104.433960
	Iteration 20F: 3 clusters Score -9283722 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179454 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -9283735.000000 Penalty: 1104.433960
	Iteration 21Q: 3 clusters Score -9283735 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180283 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -9283790.000000 Penalty: 1104.433960
	Iteration 22Q: 3 clusters Score -9283790 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181030 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -9283878.000000 Penalty: 1104.433960
	Iteration 23Q: 3 clusters Score -9283878 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181662 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -9283920.000000 Penalty: 1104.433960
	Iteration 24Q: 3 clusters Score -9283920 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182217 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -9283983.000000 Penalty: 1104.433960
	Iteration 25Q: 3 clusters Score -9283983 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182670 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -9284046.000000 Penalty: 1104.433960
	Iteration 26Q: 3 clusters Score -9284046 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183028 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -9284132.000000 Penalty: 1104.433960
	Iteration 27Q: 3 clusters Score -9284132 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183329 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -9284159.000000 Penalty: 1104.433960
	Iteration 28Q: 3 clusters Score -9284159 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183548 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -9284204.000000 Penalty: 1104.433960
	Iteration 29Q: 3 clusters Score -9284204 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183739 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -9284215.000000 Penalty: 1104.433960
	Iteration 30Q: 3 clusters Score -9284215 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183871 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -9284206.000000 Penalty: 1104.433960
	Iteration 31Q: 3 clusters Score -9284206 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183980 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -9284213.000000 Penalty: 1104.433960
	Iteration 32Q: 3 clusters Score -9284213 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184059 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9284209.000000 Penalty: 1104.433960
	Iteration 33Q: 3 clusters Score -9284209 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184132 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -9284190.000000 Penalty: 1104.433960
	Iteration 34Q: 3 clusters Score -9284190 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -9284187.000000 Penalty: 1104.433960
	Iteration 35Q: 3 clusters Score -9284187 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184235 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9284183.000000 Penalty: 1104.433960
	Iteration 36Q: 3 clusters Score -9284183 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184279 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9284183.000000 Penalty: 1104.433960
	Iteration 37Q: 3 clusters Score -9284183 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184298 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9284183.000000 Penalty: 1104.433960
	Iteration 38Q: 3 clusters Score -9284183 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184314 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9284175.000000 Penalty: 1104.433960
	Iteration 39Q: 3 clusters Score -9284175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184322 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9284175.000000 Penalty: 1104.433960
	Iteration 40F: 3 clusters Score -9284175 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184320 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9284170.000000 Penalty: 1104.433960
	Iteration 41Q: 3 clusters Score -9284170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184325 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -9284175.000000 Penalty: 1104.433960
	Iteration 42Q: 3 clusters Score -9284175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184322 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9284184.000000 Penalty: 1104.433960
	Iteration 43Q: 3 clusters Score -9284184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184312 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -9284192.000000 Penalty: 1104.433960
	Iteration 44Q: 3 clusters Score -9284192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184288 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -9284197.000000 Penalty: 1104.433960
	Iteration 45Q: 3 clusters Score -9284197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184268 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -9284193.000000 Penalty: 1104.433960
	Iteration 46Q: 3 clusters Score -9284193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184248 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -9284199.000000 Penalty: 1104.433960
	Iteration 47Q: 3 clusters Score -9284199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184230 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9284213.000000 Penalty: 1104.433960
	Iteration 48Q: 3 clusters Score -9284213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184219 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -9284216.000000 Penalty: 1104.433960
	Iteration 49Q: 3 clusters Score -9284216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184204 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9284227.000000 Penalty: 1104.433960
	Iteration 50Q: 3 clusters Score -9284227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184187 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9284237.000000 Penalty: 1104.433960
	Iteration 51Q: 3 clusters Score -9284237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184166 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -9284252.000000 Penalty: 1104.433960
	Iteration 52Q: 3 clusters Score -9284252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184147 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9284259.000000 Penalty: 1104.433960
	Iteration 53Q: 3 clusters Score -9284259 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184128 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -9284255.000000 Penalty: 1104.433960
	Iteration 54Q: 3 clusters Score -9284255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184105 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -9284282.000000 Penalty: 1104.433960
	Iteration 55Q: 3 clusters Score -9284282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184090 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -9284299.000000 Penalty: 1104.433960
	Iteration 56Q: 3 clusters Score -9284299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184082 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9284300.000000 Penalty: 1104.433960
	Iteration 57Q: 3 clusters Score -9284300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184073 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -9284300.000000 Penalty: 1104.433960
	Iteration 58Q: 3 clusters Score -9284300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184070 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -9284302.000000 Penalty: 1104.433960
	Iteration 59Q: 3 clusters Score -9284302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184068 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -9284297.000000 Penalty: 1104.433960
	Iteration 60F: 3 clusters Score -9284297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9284293.000000 Penalty: 1104.433960
	Iteration 61Q: 3 clusters Score -9284293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9284289.000000 Penalty: 1104.433960
	Iteration 62Q: 3 clusters Score -9284289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184075 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -9284282.000000 Penalty: 1104.433960
	Iteration 63Q: 3 clusters Score -9284282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184080 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9284275.000000 Penalty: 1104.433960
	Iteration 64Q: 3 clusters Score -9284275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184084 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -9284273.000000 Penalty: 1104.433960
	Iteration 65Q: 3 clusters Score -9284273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184087 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9284267.000000 Penalty: 1104.433960
	Iteration 66Q: 3 clusters Score -9284267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184083 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -9284262.000000 Penalty: 1104.433960
	Iteration 67Q: 3 clusters Score -9284262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184081 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9284264.000000 Penalty: 1104.433960
	Iteration 68Q: 3 clusters Score -9284264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184081 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9284266.000000 Penalty: 1104.433960
	Iteration 69Q: 3 clusters Score -9284266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184079 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9284268.000000 Penalty: 1104.433960
	Iteration 70Q: 3 clusters Score -9284268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184082 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9284269.000000 Penalty: 1104.433960
	Iteration 71Q: 3 clusters Score -9284269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184084 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -9284272.000000 Penalty: 1104.433960
	Iteration 72Q: 3 clusters Score -9284272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184085 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -9284274.000000 Penalty: 1104.433960
	Iteration 73Q: 3 clusters Score -9284274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184085 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -9284274.000000 Penalty: 1104.433960
	Iteration 74F: 3 clusters Score -9284274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 184085 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 13248 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 1209 members 
Mstep: Class 42 contains 196894 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 122624 members 
Mstep: Class 45 contains 697 members 
Mstep: Class 46 contains 2499 members 
Entering Unmasked Estep 
Score: -90596288.000000 Penalty: 30330.355469
Splitting cluster 25 changes total score from -90580888.000000 to -90596288.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 26 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -239224.375000 Penalty: 388.788788
	Iteration 0F: 2 clusters Score -239224.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -235718.375000 Penalty: 777.577576
	Iteration 0F: 3 clusters Score -235718.4 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -237045.390625 Penalty: 777.577576
	Iteration 1F: 3 clusters Score -237045.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -237236.156250 Penalty: 777.577576
	Iteration 2F: 3 clusters Score -237236.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -237490.671875 Penalty: 777.577576
	Iteration 3F: 3 clusters Score -237490.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -237809.984375 Penalty: 777.577576
	Iteration 4F: 3 clusters Score -237810 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -238134.703125 Penalty: 777.577576
	Iteration 5F: 3 clusters Score -238134.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -238397.843750 Penalty: 777.577576
	Iteration 6F: 3 clusters Score -238397.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -238575.656250 Penalty: 777.577576
	Iteration 7Q: 3 clusters Score -238575.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -238695.031250 Penalty: 777.577576
	Iteration 8Q: 3 clusters Score -238695 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -238773.625000 Penalty: 777.577576
	Iteration 9Q: 3 clusters Score -238773.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -238829.437500 Penalty: 777.577576
	Iteration 10Q: 3 clusters Score -238829.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -238844.062500 Penalty: 777.577576
	Iteration 11Q: 3 clusters Score -238844.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -238852.500000 Penalty: 777.577576
	Iteration 12Q: 3 clusters Score -238852.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -238860.187500 Penalty: 777.577576
	Iteration 13Q: 3 clusters Score -238860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -238868.203125 Penalty: 777.577576
	Iteration 14Q: 3 clusters Score -238868.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -238885.609375 Penalty: 777.577576
	Iteration 15Q: 3 clusters Score -238885.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -238902.281250 Penalty: 777.577576
	Iteration 16Q: 3 clusters Score -238902.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -238909.265625 Penalty: 777.577576
	Iteration 17Q: 3 clusters Score -238909.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -238914.328125 Penalty: 777.577576
	Iteration 18Q: 3 clusters Score -238914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -238916.562500 Penalty: 777.577576
	Iteration 19Q: 3 clusters Score -238916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -238918.328125 Penalty: 777.577576
	Iteration 20F: 3 clusters Score -238918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -238921.921875 Penalty: 777.577576
	Iteration 21Q: 3 clusters Score -238921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -238922.250000 Penalty: 777.577576
	Iteration 22Q: 3 clusters Score -238922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -238925.140625 Penalty: 777.577576
	Iteration 23Q: 3 clusters Score -238925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -238925.968750 Penalty: 777.577576
	Iteration 24Q: 3 clusters Score -238926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -238926.015625 Penalty: 777.577576
	Iteration 25Q: 3 clusters Score -238926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -238926.531250 Penalty: 777.577576
	Iteration 26Q: 3 clusters Score -238926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -238927.828125 Penalty: 777.577576
	Iteration 27Q: 3 clusters Score -238927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -238928.171875 Penalty: 777.577576
	Iteration 28Q: 3 clusters Score -238928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -238928.171875 Penalty: 777.577576
	Iteration 29F: 3 clusters Score -238928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Entering Unmasked Estep 
Score: -643000.375000 Penalty: 431.867889
	Iteration 0F: 2 clusters Score -643000.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -634189.187500 Penalty: 863.735779
	Iteration 0F: 3 clusters Score -634189.2 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -637739.687500 Penalty: 863.735779
	Iteration 1F: 3 clusters Score -637739.7 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -638103.187500 Penalty: 863.735779
	Iteration 2F: 3 clusters Score -638103.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -638794.687500 Penalty: 863.735779
	Iteration 3F: 3 clusters Score -638794.7 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -639925.562500 Penalty: 863.735779
	Iteration 4F: 3 clusters Score -639925.6 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -641291.625000 Penalty: 863.735779
	Iteration 5F: 3 clusters Score -641291.6 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -642251.437500 Penalty: 863.735779
	Iteration 6F: 3 clusters Score -642251.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -642725.875000 Penalty: 863.735779
	Iteration 7F: 3 clusters Score -642725.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -642929.125000 Penalty: 863.735779
	Iteration 8Q: 3 clusters Score -642929.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -643040.937500 Penalty: 863.735779
	Iteration 9Q: 3 clusters Score -643040.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -643134.125000 Penalty: 863.735779
	Iteration 10Q: 3 clusters Score -643134.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -643229.000000 Penalty: 863.735779
	Iteration 11Q: 3 clusters Score -643229 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -643297.687500 Penalty: 863.735779
	Iteration 12Q: 3 clusters Score -643297.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -643365.187500 Penalty: 863.735779
	Iteration 13Q: 3 clusters Score -643365.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -643405.062500 Penalty: 863.735779
	Iteration 14Q: 3 clusters Score -643405.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -643426.250000 Penalty: 863.735779
	Iteration 15Q: 3 clusters Score -643426.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -643436.500000 Penalty: 863.735779
	Iteration 16Q: 3 clusters Score -643436.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -643443.187500 Penalty: 863.735779
	Iteration 17Q: 3 clusters Score -643443.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -643450.250000 Penalty: 863.735779
	Iteration 18Q: 3 clusters Score -643450.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -643449.500000 Penalty: 863.735779
	Iteration 19Q: 3 clusters Score -643449.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -643450.937500 Penalty: 863.735779
	Iteration 20F: 3 clusters Score -643450.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -643452.125000 Penalty: 863.735779
	Iteration 21Q: 3 clusters Score -643452.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -643452.375000 Penalty: 863.735779
	Iteration 22Q: 3 clusters Score -643452.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -643452.125000 Penalty: 863.735779
	Iteration 23Q: 3 clusters Score -643452.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -643453.000000 Penalty: 863.735779
	Iteration 24Q: 3 clusters Score -643453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -643453.562500 Penalty: 863.735779
	Iteration 25Q: 3 clusters Score -643453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -643454.750000 Penalty: 863.735779
	Iteration 26Q: 3 clusters Score -643454.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -643453.687500 Penalty: 863.735779
	Iteration 27Q: 3 clusters Score -643453.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -643453.312500 Penalty: 863.735779
	Iteration 28Q: 3 clusters Score -643453.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -643454.625000 Penalty: 863.735779
	Iteration 29Q: 3 clusters Score -643454.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -643456.000000 Penalty: 863.735779
	Iteration 30Q: 3 clusters Score -643456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -643455.687500 Penalty: 863.735779
	Iteration 31Q: 3 clusters Score -643455.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -643456.875000 Penalty: 863.735779
	Iteration 32Q: 3 clusters Score -643456.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -643456.437500 Penalty: 863.735779
	Iteration 33Q: 3 clusters Score -643456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -643456.750000 Penalty: 863.735779
	Iteration 34Q: 3 clusters Score -643456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -643457.875000 Penalty: 863.735779
	Iteration 35Q: 3 clusters Score -643457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -643456.687500 Penalty: 863.735779
	Iteration 36Q: 3 clusters Score -643456.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -643457.937500 Penalty: 863.735779
	Iteration 37Q: 3 clusters Score -643457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -643458.125000 Penalty: 863.735779
	Iteration 38Q: 3 clusters Score -643458.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -643458.125000 Penalty: 863.735779
	Iteration 39Q: 3 clusters Score -643458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -643460.062500 Penalty: 863.735779
	Iteration 40F: 3 clusters Score -643460.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -643459.687500 Penalty: 863.735779
	Iteration 41Q: 3 clusters Score -643459.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -643459.875000 Penalty: 863.735779
	Iteration 42Q: 3 clusters Score -643459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -643459.625000 Penalty: 863.735779
	Iteration 43Q: 3 clusters Score -643459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -643459.687500 Penalty: 863.735779
	Iteration 44Q: 3 clusters Score -643459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -643459.687500 Penalty: 863.735779
	Iteration 45F: 3 clusters Score -643459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 184085 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 1209 members 
Mstep: Class 42 contains 196894 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 122624 members 
Mstep: Class 45 contains 697 members 
Mstep: Class 46 contains 2499 members 
Mstep: Class 47 contains 10720 members 
Entering Unmasked Estep 
Score: -90596496.000000 Penalty: 30989.710938
Splitting cluster 27 changes total score from -90580888.000000 to -90596496.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 28 (46157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Entering Unmasked Estep 
Score: -2135007.000000 Penalty: 488.661102
	Iteration 0F: 2 clusters Score -2135007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2104054.750000 Penalty: 977.322205
	Iteration 0F: 3 clusters Score -2104055 nChanged 22383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2117107.000000 Penalty: 977.322205
	Iteration 1F: 3 clusters Score -2117107 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2117614.000000 Penalty: 977.322205
	Iteration 2Q: 3 clusters Score -2117614 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2118346.500000 Penalty: 977.322205
	Iteration 3Q: 3 clusters Score -2118346 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2119510.500000 Penalty: 977.322205
	Iteration 4F: 3 clusters Score -2119510 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2121444.000000 Penalty: 977.322205
	Iteration 5F: 3 clusters Score -2121444 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2124376.750000 Penalty: 977.322205
	Iteration 6F: 3 clusters Score -2124377 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2128214.250000 Penalty: 977.322205
	Iteration 7F: 3 clusters Score -2128214 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2131560.500000 Penalty: 977.322205
	Iteration 8F: 3 clusters Score -2131560 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2133411.000000 Penalty: 977.322205
	Iteration 9Q: 3 clusters Score -2133411 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2134132.250000 Penalty: 977.322205
	Iteration 10Q: 3 clusters Score -2134132 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2134404.250000 Penalty: 977.322205
	Iteration 11Q: 3 clusters Score -2134404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2134497.000000 Penalty: 977.322205
	Iteration 12Q: 3 clusters Score -2134497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2134525.750000 Penalty: 977.322205
	Iteration 13Q: 3 clusters Score -2134526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2134550.500000 Penalty: 977.322205
	Iteration 14Q: 3 clusters Score -2134550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2134561.750000 Penalty: 977.322205
	Iteration 15Q: 3 clusters Score -2134562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2134565.000000 Penalty: 977.322205
	Iteration 16Q: 3 clusters Score -2134565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2134567.250000 Penalty: 977.322205
	Iteration 17Q: 3 clusters Score -2134567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2134569.250000 Penalty: 977.322205
	Iteration 18Q: 3 clusters Score -2134569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2134569.500000 Penalty: 977.322205
	Iteration 19Q: 3 clusters Score -2134570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2134572.500000 Penalty: 977.322205
	Iteration 20F: 3 clusters Score -2134572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2134577.250000 Penalty: 977.322205
	Iteration 21Q: 3 clusters Score -2134577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2134580.250000 Penalty: 977.322205
	Iteration 22Q: 3 clusters Score -2134580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2134583.000000 Penalty: 977.322205
	Iteration 23Q: 3 clusters Score -2134583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2134584.500000 Penalty: 977.322205
	Iteration 24Q: 3 clusters Score -2134584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2134584.250000 Penalty: 977.322205
	Iteration 25Q: 3 clusters Score -2134584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2134584.250000 Penalty: 977.322205
	Iteration 26F: 3 clusters Score -2134584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -77017.195312 Penalty: 334.477692
	Iteration 0F: 2 clusters Score -77017.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -75874.468750 Penalty: 668.955383
	Iteration 0F: 3 clusters Score -75874.47 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -76195.671875 Penalty: 668.955383
	Iteration 1F: 3 clusters Score -76195.67 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -76235.984375 Penalty: 668.955383
	Iteration 2F: 3 clusters Score -76235.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -76265.585938 Penalty: 668.955383
	Iteration 3Q: 3 clusters Score -76265.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -76297.945312 Penalty: 668.955383
	Iteration 4Q: 3 clusters Score -76297.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -76326.789062 Penalty: 668.955383
	Iteration 5Q: 3 clusters Score -76326.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -76360.742188 Penalty: 668.955383
	Iteration 6Q: 3 clusters Score -76360.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -76401.289062 Penalty: 668.955383
	Iteration 7Q: 3 clusters Score -76401.29 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -76465.070312 Penalty: 668.955383
	Iteration 8Q: 3 clusters Score -76465.07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -76530.382812 Penalty: 668.955383
	Iteration 9Q: 3 clusters Score -76530.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -76581.703125 Penalty: 668.955383
	Iteration 10Q: 3 clusters Score -76581.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -76617.429688 Penalty: 668.955383
	Iteration 11Q: 3 clusters Score -76617.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -76642.429688 Penalty: 668.955383
	Iteration 12Q: 3 clusters Score -76642.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -76665.867188 Penalty: 668.955383
	Iteration 13Q: 3 clusters Score -76665.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -76685.882812 Penalty: 668.955383
	Iteration 14Q: 3 clusters Score -76685.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -76700.968750 Penalty: 668.955383
	Iteration 15Q: 3 clusters Score -76700.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -76704.250000 Penalty: 668.955383
	Iteration 16Q: 3 clusters Score -76704.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -76704.976562 Penalty: 668.955383
	Iteration 17Q: 3 clusters Score -76704.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -76706.242188 Penalty: 668.955383
	Iteration 18Q: 3 clusters Score -76706.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -76706.523438 Penalty: 668.955383
	Iteration 19Q: 3 clusters Score -76706.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -76707.359375 Penalty: 668.955383
	Iteration 20F: 3 clusters Score -76707.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -20820.103516 Penalty: 303.056152
	Iteration 0F: 2 clusters Score -20820.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -20226.906250 Penalty: 606.112305
	Iteration 0F: 3 clusters Score -20226.91 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20627.400391 Penalty: 606.112305
	Iteration 1F: 3 clusters Score -20627.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20746.115234 Penalty: 606.112305
	Iteration 2F: 3 clusters Score -20746.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20822.363281 Penalty: 606.112305
	Iteration 3F: 3 clusters Score -20822.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20846.914062 Penalty: 606.112305
	Iteration 4Q: 3 clusters Score -20846.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -20872.103516 Penalty: 606.112305
	Iteration 5Q: 3 clusters Score -20872.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20880.308594 Penalty: 606.112305
	Iteration 6Q: 3 clusters Score -20880.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20896.847656 Penalty: 606.112305
	Iteration 7Q: 3 clusters Score -20896.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20923.375000 Penalty: 606.112305
	Iteration 8Q: 3 clusters Score -20923.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20935.843750 Penalty: 606.112305
	Iteration 9Q: 3 clusters Score -20935.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20944.781250 Penalty: 606.112305
	Iteration 10Q: 3 clusters Score -20944.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20950.982422 Penalty: 606.112305
	Iteration 11Q: 3 clusters Score -20950.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20953.375000 Penalty: 606.112305
	Iteration 12Q: 3 clusters Score -20953.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20953.904297 Penalty: 606.112305
	Iteration 13Q: 3 clusters Score -20953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20954.052734 Penalty: 606.112305
	Iteration 14Q: 3 clusters Score -20954.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20965.490234 Penalty: 606.112305
	Iteration 15F: 3 clusters Score -20965.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20996.902344 Penalty: 606.112305
	Iteration 16Q: 3 clusters Score -20996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21007.521484 Penalty: 606.112305
	Iteration 17Q: 3 clusters Score -21007.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21014.031250 Penalty: 606.112305
	Iteration 18Q: 3 clusters Score -21014.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21018.746094 Penalty: 606.112305
	Iteration 19Q: 3 clusters Score -21018.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21030.542969 Penalty: 606.112305
	Iteration 20F: 3 clusters Score -21030.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21040.812500 Penalty: 606.112305
	Iteration 21Q: 3 clusters Score -21040.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21055.191406 Penalty: 606.112305
	Iteration 22Q: 3 clusters Score -21055.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21067.986328 Penalty: 606.112305
	Iteration 23Q: 3 clusters Score -21067.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21092.902344 Penalty: 606.112305
	Iteration 24Q: 3 clusters Score -21092.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21119.658203 Penalty: 606.112305
	Iteration 25Q: 3 clusters Score -21119.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21151.242188 Penalty: 606.112305
	Iteration 26Q: 3 clusters Score -21151.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21182.515625 Penalty: 606.112305
	Iteration 27Q: 3 clusters Score -21182.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21249.931641 Penalty: 606.112305
	Iteration 28Q: 3 clusters Score -21249.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21311.916016 Penalty: 606.112305
	Iteration 29Q: 3 clusters Score -21311.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21349.757812 Penalty: 606.112305
	Iteration 30Q: 3 clusters Score -21349.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21371.521484 Penalty: 606.112305
	Iteration 31Q: 3 clusters Score -21371.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21409.710938 Penalty: 606.112305
	Iteration 32Q: 3 clusters Score -21409.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21467.136719 Penalty: 606.112305
	Iteration 33Q: 3 clusters Score -21467.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21512.082031 Penalty: 606.112305
	Iteration 34Q: 3 clusters Score -21512.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21534.478516 Penalty: 606.112305
	Iteration 35Q: 3 clusters Score -21534.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21551.244141 Penalty: 606.112305
	Iteration 36Q: 3 clusters Score -21551.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21557.689453 Penalty: 606.112305
	Iteration 37Q: 3 clusters Score -21557.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -21559.750000 Penalty: 606.112305
	Iteration 38Q: 3 clusters Score -21559.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21560.783203 Penalty: 606.112305
	Iteration 39Q: 3 clusters Score -21560.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21580.259766 Penalty: 606.112305
	Iteration 40F: 3 clusters Score -21580.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -21589.623047 Penalty: 606.112305
	Iteration 41Q: 3 clusters Score -21589.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -21595.017578 Penalty: 606.112305
	Iteration 42Q: 3 clusters Score -21595.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -21602.867188 Penalty: 606.112305
	Iteration 43Q: 3 clusters Score -21602.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21612.123047 Penalty: 606.112305
	Iteration 44Q: 3 clusters Score -21612.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21616.523438 Penalty: 606.112305
	Iteration 45Q: 3 clusters Score -21616.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -21618.160156 Penalty: 606.112305
	Iteration 46Q: 3 clusters Score -21618.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -21618.773438 Penalty: 606.112305
	Iteration 47Q: 3 clusters Score -21618.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -21618.773438 Penalty: 606.112305
	Iteration 48F: 3 clusters Score -21618.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 184085 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 384 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 1209 members 
Mstep: Class 42 contains 196894 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 122624 members 
Mstep: Class 45 contains 697 members 
Mstep: Class 46 contains 2499 members 
Mstep: Class 47 contains 10720 members 
Mstep: Class 48 contains 397 members 
Entering Unmasked Estep 
Score: -90596680.000000 Penalty: 31649.066406
Splitting cluster 30 changes total score from -90580888.000000 to -90596680.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 31 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -95874.593750 Penalty: 346.831207
	Iteration 0F: 2 clusters Score -95874.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -94487.453125 Penalty: 693.662415
	Iteration 0F: 3 clusters Score -94487.45 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -95317.367188 Penalty: 693.662415
	Iteration 1F: 3 clusters Score -95317.37 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -96075.304688 Penalty: 693.662415
	Iteration 2F: 3 clusters Score -96075.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -97104.210938 Penalty: 693.662415
	Iteration 3F: 3 clusters Score -97104.21 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -97445.117188 Penalty: 693.662415
	Iteration 4F: 3 clusters Score -97445.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -97596.046875 Penalty: 693.662415
	Iteration 5Q: 3 clusters Score -97596.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -97660.148438 Penalty: 693.662415
	Iteration 6Q: 3 clusters Score -97660.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -97675.843750 Penalty: 693.662415
	Iteration 7Q: 3 clusters Score -97675.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -97697.328125 Penalty: 693.662415
	Iteration 8Q: 3 clusters Score -97697.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -97727.093750 Penalty: 693.662415
	Iteration 9Q: 3 clusters Score -97727.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -97748.648438 Penalty: 693.662415
	Iteration 10Q: 3 clusters Score -97748.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -97757.390625 Penalty: 693.662415
	Iteration 11Q: 3 clusters Score -97757.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -97763.335938 Penalty: 693.662415
	Iteration 12Q: 3 clusters Score -97763.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -97767.132812 Penalty: 693.662415
	Iteration 13Q: 3 clusters Score -97767.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -97772.382812 Penalty: 693.662415
	Iteration 14Q: 3 clusters Score -97772.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -97775.875000 Penalty: 693.662415
	Iteration 15Q: 3 clusters Score -97775.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -97775.875000 Penalty: 693.662415
	Iteration 16F: 3 clusters Score -97775.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 184085 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 384 members 
Mstep: Class 31 contains 272 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 1209 members 
Mstep: Class 42 contains 196894 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 122624 members 
Mstep: Class 45 contains 697 members 
Mstep: Class 46 contains 2499 members 
Mstep: Class 47 contains 10720 members 
Mstep: Class 48 contains 397 members 
Mstep: Class 49 contains 1772 members 
Entering Unmasked Estep 
Score: -90597832.000000 Penalty: 32308.421875
Splitting cluster 31 changes total score from -90580888.000000 to -90597832.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 32 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -79152.351562 Penalty: 336.783783
	Iteration 0F: 2 clusters Score -79152.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -77929.945312 Penalty: 673.567566
	Iteration 0F: 3 clusters Score -77929.95 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -78295.304688 Penalty: 673.567566
	Iteration 1F: 3 clusters Score -78295.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78361.601562 Penalty: 673.567566
	Iteration 2F: 3 clusters Score -78361.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -78434.882812 Penalty: 673.567566
	Iteration 3F: 3 clusters Score -78434.88 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -78507.640625 Penalty: 673.567566
	Iteration 4F: 3 clusters Score -78507.64 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -78573.578125 Penalty: 673.567566
	Iteration 5F: 3 clusters Score -78573.58 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -78636.320312 Penalty: 673.567566
	Iteration 6F: 3 clusters Score -78636.32 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -78689.968750 Penalty: 673.567566
	Iteration 7Q: 3 clusters Score -78689.97 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -78727.476562 Penalty: 673.567566
	Iteration 8Q: 3 clusters Score -78727.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -78751.664062 Penalty: 673.567566
	Iteration 9Q: 3 clusters Score -78751.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -78768.570312 Penalty: 673.567566
	Iteration 10Q: 3 clusters Score -78768.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -78787.710938 Penalty: 673.567566
	Iteration 11Q: 3 clusters Score -78787.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -78801.875000 Penalty: 673.567566
	Iteration 12Q: 3 clusters Score -78801.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -78812.164062 Penalty: 673.567566
	Iteration 13Q: 3 clusters Score -78812.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -78823.289062 Penalty: 673.567566
	Iteration 14Q: 3 clusters Score -78823.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -78834.257812 Penalty: 673.567566
	Iteration 15Q: 3 clusters Score -78834.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -78843.601562 Penalty: 673.567566
	Iteration 16Q: 3 clusters Score -78843.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -78856.843750 Penalty: 673.567566
	Iteration 17Q: 3 clusters Score -78856.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -78869.953125 Penalty: 673.567566
	Iteration 18Q: 3 clusters Score -78869.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -78878.257812 Penalty: 673.567566
	Iteration 19Q: 3 clusters Score -78878.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -78882.765625 Penalty: 673.567566
	Iteration 20F: 3 clusters Score -78882.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -78888.687500 Penalty: 673.567566
	Iteration 21Q: 3 clusters Score -78888.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -78893.945312 Penalty: 673.567566
	Iteration 22Q: 3 clusters Score -78893.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -78898.632812 Penalty: 673.567566
	Iteration 23Q: 3 clusters Score -78898.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -78900.992188 Penalty: 673.567566
	Iteration 24Q: 3 clusters Score -78900.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -78903.453125 Penalty: 673.567566
	Iteration 25Q: 3 clusters Score -78903.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -78905.617188 Penalty: 673.567566
	Iteration 26Q: 3 clusters Score -78905.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -78907.585938 Penalty: 673.567566
	Iteration 27Q: 3 clusters Score -78907.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -78909.476562 Penalty: 673.567566
	Iteration 28Q: 3 clusters Score -78909.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -78913.070312 Penalty: 673.567566
	Iteration 29Q: 3 clusters Score -78913.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -78918.101562 Penalty: 673.567566
	Iteration 30Q: 3 clusters Score -78918.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -78921.968750 Penalty: 673.567566
	Iteration 31Q: 3 clusters Score -78921.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -78924.718750 Penalty: 673.567566
	Iteration 32Q: 3 clusters Score -78924.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -78926.468750 Penalty: 673.567566
	Iteration 33Q: 3 clusters Score -78926.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -78931.632812 Penalty: 673.567566
	Iteration 34Q: 3 clusters Score -78931.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -78941.125000 Penalty: 673.567566
	Iteration 35Q: 3 clusters Score -78941.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -78952.789062 Penalty: 673.567566
	Iteration 36Q: 3 clusters Score -78952.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -78958.992188 Penalty: 673.567566
	Iteration 37Q: 3 clusters Score -78958.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -78962.531250 Penalty: 673.567566
	Iteration 38Q: 3 clusters Score -78962.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -78963.531250 Penalty: 673.567566
	Iteration 39Q: 3 clusters Score -78963.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -78965.367188 Penalty: 673.567566
	Iteration 40F: 3 clusters Score -78965.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -78966.468750 Penalty: 673.567566
	Iteration 41Q: 3 clusters Score -78966.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -78968.273438 Penalty: 673.567566
	Iteration 42Q: 3 clusters Score -78968.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -78970.062500 Penalty: 673.567566
	Iteration 43Q: 3 clusters Score -78970.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -78971.507812 Penalty: 673.567566
	Iteration 44Q: 3 clusters Score -78971.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -78972.445312 Penalty: 673.567566
	Iteration 45Q: 3 clusters Score -78972.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -78972.695312 Penalty: 673.567566
	Iteration 46Q: 3 clusters Score -78972.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -78972.804688 Penalty: 673.567566
	Iteration 47Q: 3 clusters Score -78972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -78972.804688 Penalty: 673.567566
	Iteration 48F: 3 clusters Score -78972.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -88178.585938 Penalty: 349.004517
	Iteration 0F: 2 clusters Score -88178.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -86653.078125 Penalty: 698.009033
	Iteration 0F: 3 clusters Score -86653.08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -87221.000000 Penalty: 698.009033
	Iteration 1F: 3 clusters Score -87221 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -87335.921875 Penalty: 698.009033
	Iteration 2F: 3 clusters Score -87335.92 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -87433.226562 Penalty: 698.009033
	Iteration 3F: 3 clusters Score -87433.23 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87530.406250 Penalty: 698.009033
	Iteration 4F: 3 clusters Score -87530.41 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -87600.148438 Penalty: 698.009033
	Iteration 5F: 3 clusters Score -87600.15 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -87648.445312 Penalty: 698.009033
	Iteration 6Q: 3 clusters Score -87648.45 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -87692.109375 Penalty: 698.009033
	Iteration 7Q: 3 clusters Score -87692.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -87736.796875 Penalty: 698.009033
	Iteration 8Q: 3 clusters Score -87736.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -87796.554688 Penalty: 698.009033
	Iteration 9Q: 3 clusters Score -87796.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87854.054688 Penalty: 698.009033
	Iteration 10Q: 3 clusters Score -87854.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -87883.875000 Penalty: 698.009033
	Iteration 11Q: 3 clusters Score -87883.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -87898.031250 Penalty: 698.009033
	Iteration 12Q: 3 clusters Score -87898.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87909.281250 Penalty: 698.009033
	Iteration 13Q: 3 clusters Score -87909.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87914.906250 Penalty: 698.009033
	Iteration 14Q: 3 clusters Score -87914.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87919.601562 Penalty: 698.009033
	Iteration 15Q: 3 clusters Score -87919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -87922.554688 Penalty: 698.009033
	Iteration 16Q: 3 clusters Score -87922.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87925.960938 Penalty: 698.009033
	Iteration 17Q: 3 clusters Score -87925.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -87930.546875 Penalty: 698.009033
	Iteration 18Q: 3 clusters Score -87930.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87933.492188 Penalty: 698.009033
	Iteration 19Q: 3 clusters Score -87933.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87941.484375 Penalty: 698.009033
	Iteration 20F: 3 clusters Score -87941.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87947.671875 Penalty: 698.009033
	Iteration 21Q: 3 clusters Score -87947.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87950.500000 Penalty: 698.009033
	Iteration 22Q: 3 clusters Score -87950.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87953.296875 Penalty: 698.009033
	Iteration 23Q: 3 clusters Score -87953.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87957.898438 Penalty: 698.009033
	Iteration 24Q: 3 clusters Score -87957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -87960.859375 Penalty: 698.009033
	Iteration 25Q: 3 clusters Score -87960.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87965.640625 Penalty: 698.009033
	Iteration 26Q: 3 clusters Score -87965.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87971.843750 Penalty: 698.009033
	Iteration 27Q: 3 clusters Score -87971.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87975.835938 Penalty: 698.009033
	Iteration 28Q: 3 clusters Score -87975.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87979.890625 Penalty: 698.009033
	Iteration 29Q: 3 clusters Score -87979.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87984.328125 Penalty: 698.009033
	Iteration 30Q: 3 clusters Score -87984.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87988.867188 Penalty: 698.009033
	Iteration 31Q: 3 clusters Score -87988.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87995.156250 Penalty: 698.009033
	Iteration 32Q: 3 clusters Score -87995.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87997.390625 Penalty: 698.009033
	Iteration 33Q: 3 clusters Score -87997.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87998.234375 Penalty: 698.009033
	Iteration 34Q: 3 clusters Score -87998.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88000.093750 Penalty: 698.009033
	Iteration 35Q: 3 clusters Score -88000.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88001.937500 Penalty: 698.009033
	Iteration 36Q: 3 clusters Score -88001.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88004.320312 Penalty: 698.009033
	Iteration 37Q: 3 clusters Score -88004.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88004.640625 Penalty: 698.009033
	Iteration 38Q: 3 clusters Score -88004.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88005.031250 Penalty: 698.009033
	Iteration 39Q: 3 clusters Score -88005.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88005.546875 Penalty: 698.009033
	Iteration 40F: 3 clusters Score -88005.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88006.375000 Penalty: 698.009033
	Iteration 41Q: 3 clusters Score -88006.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88007.179688 Penalty: 698.009033
	Iteration 42Q: 3 clusters Score -88007.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88008.281250 Penalty: 698.009033
	Iteration 43Q: 3 clusters Score -88008.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88009.281250 Penalty: 698.009033
	Iteration 44Q: 3 clusters Score -88009.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88010.617188 Penalty: 698.009033
	Iteration 45Q: 3 clusters Score -88010.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88010.828125 Penalty: 698.009033
	Iteration 46Q: 3 clusters Score -88010.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88010.828125 Penalty: 698.009033
	Iteration 47F: 3 clusters Score -88010.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -33022.046875 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -33022.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -32410.091797 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -32410.09 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32710.560547 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -32710.56 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -32818.429688 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -32818.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32902.421875 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -32902.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33038.296875 Penalty: 599.842346
	Iteration 4F: 3 clusters Score -33038.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33378.507812 Penalty: 599.842346
	Iteration 5F: 3 clusters Score -33378.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33475.496094 Penalty: 599.842346
	Iteration 6F: 3 clusters Score -33475.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33521.476562 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -33521.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33565.597656 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -33565.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33610.757812 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -33610.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33634.085938 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -33634.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33635.820312 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -33635.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33635.820312 Penalty: 599.842346
	Iteration 12F: 3 clusters Score -33635.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 184085 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 384 members 
Mstep: Class 31 contains 272 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 506 members 
Mstep: Class 35 contains 234045 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 1209 members 
Mstep: Class 42 contains 196894 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 122624 members 
Mstep: Class 45 contains 697 members 
Mstep: Class 46 contains 2499 members 
Mstep: Class 47 contains 10720 members 
Mstep: Class 48 contains 397 members 
Mstep: Class 49 contains 1772 members 
Mstep: Class 50 contains 223 members 
Entering Unmasked Estep 
Score: -90597608.000000 Penalty: 32967.777344
Splitting cluster 34 changes total score from -90580888.000000 to -90597608.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 35 (234045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234045 members 
Entering Unmasked Estep 
Score: -11747302.000000 Penalty: 562.528748
	Iteration 0F: 2 clusters Score -1.17473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116869 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -11621389.000000 Penalty: 1125.057495
	Iteration 0F: 3 clusters Score -1.162139e+07 nChanged 115422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98399 members 
Mstep: Class 2 contains 135646 members 
Entering Unmasked Estep 
Score: -11695053.000000 Penalty: 1125.057495
	Iteration 1F: 3 clusters Score -1.169505e+07 nChanged 14593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 147591 members 
Entering Unmasked Estep 
Score: -11700849.000000 Penalty: 1125.057495
	Iteration 2F: 3 clusters Score -1.170085e+07 nChanged 17112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 161747 members 
Entering Unmasked Estep 
Score: -11710021.000000 Penalty: 1125.057495
	Iteration 3F: 3 clusters Score -1.171002e+07 nChanged 18587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 176644 members 
Entering Unmasked Estep 
Score: -11728610.000000 Penalty: 1125.057495
	Iteration 4F: 3 clusters Score -1.172861e+07 nChanged 18500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 192426 members 
Entering Unmasked Estep 
Score: -11743158.000000 Penalty: 1125.057495
	Iteration 5F: 3 clusters Score -1.174316e+07 nChanged 14667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 205405 members 
Entering Unmasked Estep 
Score: -11751825.000000 Penalty: 1125.057495
	Iteration 6F: 3 clusters Score -1.175182e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 214709 members 
Entering Unmasked Estep 
Score: -11755517.000000 Penalty: 1125.057495
	Iteration 7Q: 3 clusters Score -1.175552e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 222269 members 
Entering Unmasked Estep 
Score: -11753540.000000 Penalty: 1125.057495
	Iteration 8Q: 3 clusters Score -1.175354e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 227893 members 
Entering Unmasked Estep 
Score: -11750743.000000 Penalty: 1125.057495
	Iteration 9Q: 3 clusters Score -1.175074e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 231038 members 
Entering Unmasked Estep 
Score: -11748923.000000 Penalty: 1125.057495
	Iteration 10Q: 3 clusters Score -1.174892e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 232400 members 
Entering Unmasked Estep 
Score: -11748059.000000 Penalty: 1125.057495
	Iteration 11Q: 3 clusters Score -1.174806e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 232963 members 
Entering Unmasked Estep 
Score: -11747699.000000 Penalty: 1125.057495
	Iteration 12Q: 3 clusters Score -1.17477e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 233250 members 
Entering Unmasked Estep 
Score: -11747556.000000 Penalty: 1125.057495
	Iteration 13Q: 3 clusters Score -1.174756e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 233386 members 
Entering Unmasked Estep 
Score: -11747474.000000 Penalty: 1125.057495
	Iteration 14Q: 3 clusters Score -1.174747e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 233456 members 
Entering Unmasked Estep 
Score: -11747470.000000 Penalty: 1125.057495
	Iteration 15Q: 3 clusters Score -1.174747e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 233499 members 
Entering Unmasked Estep 
Score: -11747474.000000 Penalty: 1125.057495
	Iteration 16Q: 3 clusters Score -1.174747e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 233524 members 
Entering Unmasked Estep 
Score: -11747455.000000 Penalty: 1125.057495
	Iteration 17Q: 3 clusters Score -1.174746e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 233543 members 
Entering Unmasked Estep 
Score: -11747453.000000 Penalty: 1125.057495
	Iteration 18Q: 3 clusters Score -1.174745e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 233560 members 
Entering Unmasked Estep 
Score: -11747441.000000 Penalty: 1125.057495
	Iteration 19Q: 3 clusters Score -1.174744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 233571 members 
Entering Unmasked Estep 
Score: -11747418.000000 Penalty: 1125.057495
	Iteration 20F: 3 clusters Score -1.174742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 233580 members 
Entering Unmasked Estep 
Score: -11747426.000000 Penalty: 1125.057495
	Iteration 21Q: 3 clusters Score -1.174743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 233574 members 
Entering Unmasked Estep 
Score: -11747436.000000 Penalty: 1125.057495
	Iteration 22Q: 3 clusters Score -1.174744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 233569 members 
Entering Unmasked Estep 
Score: -11747453.000000 Penalty: 1125.057495
	Iteration 23Q: 3 clusters Score -1.174745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 233570 members 
Entering Unmasked Estep 
Score: -11747470.000000 Penalty: 1125.057495
	Iteration 24Q: 3 clusters Score -1.174747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 233571 members 
Entering Unmasked Estep 
Score: -11747460.000000 Penalty: 1125.057495
	Iteration 25Q: 3 clusters Score -1.174746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 233572 members 
Entering Unmasked Estep 
Score: -11747470.000000 Penalty: 1125.057495
	Iteration 26Q: 3 clusters Score -1.174747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 233570 members 
Entering Unmasked Estep 
Score: -11747465.000000 Penalty: 1125.057495
	Iteration 27Q: 3 clusters Score -1.174746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 233578 members 
Entering Unmasked Estep 
Score: -11747461.000000 Penalty: 1125.057495
	Iteration 28Q: 3 clusters Score -1.174746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 233580 members 
Entering Unmasked Estep 
Score: -11747450.000000 Penalty: 1125.057495
	Iteration 29Q: 3 clusters Score -1.174745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 233587 members 
Entering Unmasked Estep 
Score: -11747435.000000 Penalty: 1125.057495
	Iteration 30Q: 3 clusters Score -1.174744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 233594 members 
Entering Unmasked Estep 
Score: -11747426.000000 Penalty: 1125.057495
	Iteration 31Q: 3 clusters Score -1.174743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 233596 members 
Entering Unmasked Estep 
Score: -11747428.000000 Penalty: 1125.057495
	Iteration 32Q: 3 clusters Score -1.174743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 233599 members 
Entering Unmasked Estep 
Score: -11747425.000000 Penalty: 1125.057495
	Iteration 33Q: 3 clusters Score -1.174742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 233601 members 
Entering Unmasked Estep 
Score: -11747430.000000 Penalty: 1125.057495
	Iteration 34Q: 3 clusters Score -1.174743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 233600 members 
Entering Unmasked Estep 
Score: -11747429.000000 Penalty: 1125.057495
	Iteration 35Q: 3 clusters Score -1.174743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 233599 members 
Entering Unmasked Estep 
Score: -11747426.000000 Penalty: 1125.057495
	Iteration 36Q: 3 clusters Score -1.174743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 233594 members 
Entering Unmasked Estep 
Score: -11747435.000000 Penalty: 1125.057495
	Iteration 37Q: 3 clusters Score -1.174744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 233592 members 
Entering Unmasked Estep 
Score: -11747439.000000 Penalty: 1125.057495
	Iteration 38Q: 3 clusters Score -1.174744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 233589 members 
Entering Unmasked Estep 
Score: -11747444.000000 Penalty: 1125.057495
	Iteration 39Q: 3 clusters Score -1.174744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 233587 members 
Entering Unmasked Estep 
Score: -11747438.000000 Penalty: 1125.057495
	Iteration 40F: 3 clusters Score -1.174744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 233585 members 
Entering Unmasked Estep 
Score: -11747441.000000 Penalty: 1125.057495
	Iteration 41Q: 3 clusters Score -1.174744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 233586 members 
Entering Unmasked Estep 
Score: -11747439.000000 Penalty: 1125.057495
	Iteration 42Q: 3 clusters Score -1.174744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 233585 members 
Entering Unmasked Estep 
Score: -11747443.000000 Penalty: 1125.057495
	Iteration 43Q: 3 clusters Score -1.174744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 233585 members 
Entering Unmasked Estep 
Score: -11747443.000000 Penalty: 1125.057495
	Iteration 44F: 3 clusters Score -1.174744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 184085 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 384 members 
Mstep: Class 31 contains 272 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 506 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Mstep: Class 38 contains 671 members 
Mstep: Class 39 contains 37822 members 
Mstep: Class 40 contains 524 members 
Mstep: Class 41 contains 1209 members 
Mstep: Class 42 contains 196894 members 
Mstep: Class 43 contains 7415 members 
Mstep: Class 44 contains 122624 members 
Mstep: Class 45 contains 697 members 
Mstep: Class 46 contains 2499 members 
Mstep: Class 47 contains 10720 members 
Mstep: Class 48 contains 397 members 
Mstep: Class 49 contains 1772 members 
Mstep: Class 50 contains 223 members 
Mstep: Class 51 contains 233585 members 
Entering Unmasked Estep 
Score: -90597384.000000 Penalty: 33627.132812
Splitting cluster 35 changes total score from -90580888.000000 to -90597384.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 36 (5424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Entering Unmasked Estep 
Score: -250923.796875 Penalty: 391.235809
	Iteration 0F: 2 clusters Score -250923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -247243.875000 Penalty: 782.471619
	Iteration 0F: 3 clusters Score -247243.9 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -248700.484375 Penalty: 782.471619
	Iteration 1F: 3 clusters Score -248700.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -248888.000000 Penalty: 782.471619
	Iteration 2F: 3 clusters Score -248888 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -249122.765625 Penalty: 782.471619
	Iteration 3F: 3 clusters Score -249122.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -249428.796875 Penalty: 782.471619
	Iteration 4F: 3 clusters Score -249428.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -249801.734375 Penalty: 782.471619
	Iteration 5F: 3 clusters Score -249801.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -250201.531250 Penalty: 782.471619
	Iteration 6F: 3 clusters Score -250201.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -250471.390625 Penalty: 782.471619
	Iteration 7F: 3 clusters Score -250471.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -250607.687500 Penalty: 782.471619
	Iteration 8Q: 3 clusters Score -250607.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -250669.265625 Penalty: 782.471619
	Iteration 9Q: 3 clusters Score -250669.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -250699.828125 Penalty: 782.471619
	Iteration 10Q: 3 clusters Score -250699.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -250718.796875 Penalty: 782.471619
	Iteration 11Q: 3 clusters Score -250718.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -250731.156250 Penalty: 782.471619
	Iteration 12Q: 3 clusters Score -250731.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -250738.906250 Penalty: 782.471619
	Iteration 13Q: 3 clusters Score -250738.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -250741.375000 Penalty: 782.471619
	Iteration 14Q: 3 clusters Score -250741.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -250743.171875 Penalty: 782.471619
	Iteration 15Q: 3 clusters Score -250743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -250743.890625 Penalty: 782.471619
	Iteration 16Q: 3 clusters Score -250743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -250745.406250 Penalty: 782.471619
	Iteration 17Q: 3 clusters Score -250745.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -250746.953125 Penalty: 782.471619
	Iteration 18Q: 3 clusters Score -250747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -250747.515625 Penalty: 782.471619
	Iteration 19Q: 3 clusters Score -250747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -250748.078125 Penalty: 782.471619
	Iteration 20F: 3 clusters Score -250748.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -250748.234375 Penalty: 782.471619
	Iteration 21Q: 3 clusters Score -250748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -250749.546875 Penalty: 782.471619
	Iteration 22Q: 3 clusters Score -250749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -250749.515625 Penalty: 782.471619
	Iteration 23Q: 3 clusters Score -250749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -250749.484375 Penalty: 782.471619
	Iteration 24Q: 3 clusters Score -250749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -250749.484375 Penalty: 782.471619
	Iteration 25F: 3 clusters Score -250749.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (46540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Entering Unmasked Estep 
Score: -2304844.750000 Penalty: 489.037079
	Iteration 0F: 2 clusters Score -2304845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2273633.750000 Penalty: 978.074158
	Iteration 0F: 3 clusters Score -2273634 nChanged 22400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2287707.500000 Penalty: 978.074158
	Iteration 1F: 3 clusters Score -2287708 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2289068.750000 Penalty: 978.074158
	Iteration 2F: 3 clusters Score -2289069 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2291327.000000 Penalty: 978.074158
	Iteration 3F: 3 clusters Score -2291327 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2294567.750000 Penalty: 978.074158
	Iteration 4F: 3 clusters Score -2294568 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2298317.500000 Penalty: 978.074158
	Iteration 5F: 3 clusters Score -2298318 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2301477.500000 Penalty: 978.074158
	Iteration 6F: 3 clusters Score -2301478 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2303283.750000 Penalty: 978.074158
	Iteration 7Q: 3 clusters Score -2303284 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2304017.250000 Penalty: 978.074158
	Iteration 8Q: 3 clusters Score -2304017 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2304257.750000 Penalty: 978.074158
	Iteration 9Q: 3 clusters Score -2304258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2304351.250000 Penalty: 978.074158
	Iteration 10Q: 3 clusters Score -2304351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -2304392.750000 Penalty: 978.074158
	Iteration 11Q: 3 clusters Score -2304393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2304411.750000 Penalty: 978.074158
	Iteration 12Q: 3 clusters Score -2304412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2304422.750000 Penalty: 978.074158
	Iteration 13Q: 3 clusters Score -2304423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2304425.000000 Penalty: 978.074158
	Iteration 14Q: 3 clusters Score -2304425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2304428.250000 Penalty: 978.074158
	Iteration 15Q: 3 clusters Score -2304428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2304427.750000 Penalty: 978.074158
	Iteration 16Q: 3 clusters Score -2304428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2304429.500000 Penalty: 978.074158
	Iteration 17Q: 3 clusters Score -2304430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2304430.500000 Penalty: 978.074158
	Iteration 18Q: 3 clusters Score -2304430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2304432.000000 Penalty: 978.074158
	Iteration 19Q: 3 clusters Score -2304432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2304432.000000 Penalty: 978.074158
	Iteration 20F: 3 clusters Score -2304432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 100485 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 219419 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 13142 members 
Mstep: Class 9 contains 117123 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 101987 members 
Mstep: Class 14 contains 220167 members 
Mstep: Class 15 contains 1213 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 217318 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 1066 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 184085 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 46157 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 384 members 
Mstep: Class 31 contains 272 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 506 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 46540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90602840.000000 Penalty: 33627.132812
Iteration 119Q: 52 clusters Score -9.060284e+07 nChanged 22605
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 100423 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 219632 members 
Mstep: Class 5 contains 152 members 
Mstep: Class 6 contains 20983 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 15741 members 
Mstep: Class 9 contains 117627 members 
Mstep: Class 10 contains 7020 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 102119 members 
Mstep: Class 14 contains 220360 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 1866 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 222155 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 1069 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 1940 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 1313 members 
Mstep: Class 25 contains 187143 members 
Mstep: Class 26 contains 5115 members 
Mstep: Class 27 contains 2562 members 
Mstep: Class 28 contains 46265 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 268 members 
Mstep: Class 32 contains 1638 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 617 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 5427 members 
Mstep: Class 37 contains 44481 members 
Mstep: Class 38 contains 677 members 
Mstep: Class 39 contains 37591 members 
Mstep: Class 40 contains 492 members 
Mstep: Class 41 contains 1170 members 
Mstep: Class 42 contains 193744 members 
Mstep: Class 43 contains 7362 members 
Mstep: Class 44 contains 119545 members 
Mstep: Class 45 contains 696 members 
Mstep: Class 46 contains 1735 members 
Mstep: Class 47 contains 10658 members 
Mstep: Class 48 contains 387 members 
Mstep: Class 49 contains 1696 members 
Mstep: Class 50 contains 222 members 
Mstep: Class 51 contains 230904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90620128.000000 Penalty: 33627.132812
Iteration 120F: 52 clusters Score -9.062013e+07 nChanged 33677
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 99880 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 218460 members 
Mstep: Class 5 contains 161 members 
Mstep: Class 6 contains 21015 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 18080 members 
Mstep: Class 9 contains 117445 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 101979 members 
Mstep: Class 14 contains 220264 members 
Mstep: Class 15 contains 1468 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 219194 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 1064 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 1315 members 
Mstep: Class 25 contains 183457 members 
Mstep: Class 26 contains 5039 members 
Mstep: Class 27 contains 2583 members 
Mstep: Class 28 contains 46070 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 539 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 2078 members 
Mstep: Class 34 contains 731 members 
Mstep: Class 35 contains 580 members 
Mstep: Class 36 contains 5430 members 
Mstep: Class 37 contains 42881 members 
Mstep: Class 38 contains 757 members 
Mstep: Class 39 contains 37603 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 1354 members 
Mstep: Class 42 contains 192612 members 
Mstep: Class 43 contains 7778 members 
Mstep: Class 44 contains 117890 members 
Mstep: Class 45 contains 777 members 
Mstep: Class 46 contains 1611 members 
Mstep: Class 47 contains 10949 members 
Mstep: Class 48 contains 400 members 
Mstep: Class 49 contains 1834 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 241041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90616032.000000 Penalty: 33627.132812
Iteration 121Q: 52 clusters Score -9.061603e+07 nChanged 31407
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 99638 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 217248 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 21051 members 
Mstep: Class 7 contains 680 members 
Mstep: Class 8 contains 20766 members 
Mstep: Class 9 contains 117290 members 
Mstep: Class 10 contains 7010 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 1372 members 
Mstep: Class 13 contains 102046 members 
Mstep: Class 14 contains 220087 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 218818 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 2355 members 
Mstep: Class 22 contains 2017 members 
Mstep: Class 23 contains 4488 members 
Mstep: Class 24 contains 1315 members 
Mstep: Class 25 contains 182684 members 
Mstep: Class 26 contains 5009 members 
Mstep: Class 27 contains 2621 members 
Mstep: Class 28 contains 45994 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 557 members 
Mstep: Class 31 contains 269 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 2058 members 
Mstep: Class 34 contains 831 members 
Mstep: Class 35 contains 640 members 
Mstep: Class 36 contains 5440 members 
Mstep: Class 37 contains 41295 members 
Mstep: Class 38 contains 751 members 
Mstep: Class 39 contains 37599 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 1455 members 
Mstep: Class 42 contains 191020 members 
Mstep: Class 43 contains 8040 members 
Mstep: Class 44 contains 116344 members 
Mstep: Class 45 contains 844 members 
Mstep: Class 46 contains 1363 members 
Mstep: Class 47 contains 11145 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1910 members 
Mstep: Class 50 contains 235 members 
Mstep: Class 51 contains 245500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90615528.000000 Penalty: 33627.132812
Iteration 122Q: 52 clusters Score -9.061553e+07 nChanged 27692
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 99590 members 
Mstep: Class 3 contains 1345 members 
Mstep: Class 4 contains 216246 members 
Mstep: Class 5 contains 153 members 
Mstep: Class 6 contains 21090 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 23496 members 
Mstep: Class 9 contains 117056 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 1403 members 
Mstep: Class 13 contains 102147 members 
Mstep: Class 14 contains 219909 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 420 members 
Mstep: Class 18 contains 218771 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 1048 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 2058 members 
Mstep: Class 23 contains 4517 members 
Mstep: Class 24 contains 1316 members 
Mstep: Class 25 contains 184239 members 
Mstep: Class 26 contains 4988 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 45928 members 
Mstep: Class 29 contains 1590 members 
Mstep: Class 30 contains 562 members 
Mstep: Class 31 contains 268 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 2056 members 
Mstep: Class 34 contains 904 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 5444 members 
Mstep: Class 37 contains 39745 members 
Mstep: Class 38 contains 749 members 
Mstep: Class 39 contains 37583 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 1520 members 
Mstep: Class 42 contains 189013 members 
Mstep: Class 43 contains 8243 members 
Mstep: Class 44 contains 114855 members 
Mstep: Class 45 contains 900 members 
Mstep: Class 46 contains 1115 members 
Mstep: Class 47 contains 11310 members 
Mstep: Class 48 contains 407 members 
Mstep: Class 49 contains 1965 members 
Mstep: Class 50 contains 239 members 
Mstep: Class 51 contains 247292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90618456.000000 Penalty: 33627.132812
Iteration 123Q: 52 clusters Score -9.061846e+07 nChanged 24890
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 99505 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 215272 members 
Mstep: Class 5 contains 152 members 
Mstep: Class 6 contains 21128 members 
Mstep: Class 7 contains 644 members 
Mstep: Class 8 contains 26189 members 
Mstep: Class 9 contains 116708 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 1438 members 
Mstep: Class 13 contains 102227 members 
Mstep: Class 14 contains 219771 members 
Mstep: Class 15 contains 1822 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 218703 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 1040 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 2098 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 187380 members 
Mstep: Class 26 contains 4967 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 45843 members 
Mstep: Class 29 contains 1615 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 268 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 2053 members 
Mstep: Class 34 contains 963 members 
Mstep: Class 35 contains 744 members 
Mstep: Class 36 contains 5452 members 
Mstep: Class 37 contains 38358 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 37569 members 
Mstep: Class 40 contains 484 members 
Mstep: Class 41 contains 1557 members 
Mstep: Class 42 contains 187075 members 
Mstep: Class 43 contains 8404 members 
Mstep: Class 44 contains 113746 members 
Mstep: Class 45 contains 962 members 
Mstep: Class 46 contains 911 members 
Mstep: Class 47 contains 11440 members 
Mstep: Class 48 contains 409 members 
Mstep: Class 49 contains 2016 members 
Mstep: Class 50 contains 240 members 
Mstep: Class 51 contains 247114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90622832.000000 Penalty: 33627.132812
Iteration 124Q: 52 clusters Score -9.062283e+07 nChanged 23061
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 99458 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 214525 members 
Mstep: Class 5 contains 151 members 
Mstep: Class 6 contains 21138 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 28795 members 
Mstep: Class 9 contains 116267 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 2044 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 13 contains 102139 members 
Mstep: Class 14 contains 219646 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 1831 members 
Mstep: Class 17 contains 427 members 
Mstep: Class 18 contains 218493 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 1032 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 2132 members 
Mstep: Class 23 contains 4620 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 191529 members 
Mstep: Class 26 contains 4958 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 45797 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 566 members 
Mstep: Class 31 contains 269 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 2048 members 
Mstep: Class 34 contains 1015 members 
Mstep: Class 35 contains 778 members 
Mstep: Class 36 contains 5462 members 
Mstep: Class 37 contains 36950 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 37572 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 1586 members 
Mstep: Class 42 contains 185481 members 
Mstep: Class 43 contains 8541 members 
Mstep: Class 44 contains 112989 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 739 members 
Mstep: Class 47 contains 11517 members 
Mstep: Class 48 contains 411 members 
Mstep: Class 49 contains 2060 members 
Mstep: Class 50 contains 242 members 
Mstep: Class 51 contains 245469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90627960.000000 Penalty: 33627.132812
Iteration 125Q: 52 clusters Score -9.062796e+07 nChanged 22114
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 99323 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 214028 members 
Mstep: Class 5 contains 150 members 
Mstep: Class 6 contains 21130 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 31324 members 
Mstep: Class 9 contains 115739 members 
Mstep: Class 10 contains 7002 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 101906 members 
Mstep: Class 14 contains 219551 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 18 contains 217991 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 1021 members 
Mstep: Class 21 contains 2284 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 196370 members 
Mstep: Class 26 contains 4943 members 
Mstep: Class 27 contains 2739 members 
Mstep: Class 28 contains 45743 members 
Mstep: Class 29 contains 1678 members 
Mstep: Class 30 contains 567 members 
Mstep: Class 31 contains 269 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 2037 members 
Mstep: Class 34 contains 1057 members 
Mstep: Class 35 contains 811 members 
Mstep: Class 36 contains 5468 members 
Mstep: Class 37 contains 35613 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 37570 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 1629 members 
Mstep: Class 42 contains 184357 members 
Mstep: Class 43 contains 8665 members 
Mstep: Class 44 contains 112576 members 
Mstep: Class 45 contains 1043 members 
Mstep: Class 46 contains 605 members 
Mstep: Class 47 contains 11546 members 
Mstep: Class 48 contains 414 members 
Mstep: Class 49 contains 2078 members 
Mstep: Class 50 contains 240 members 
Mstep: Class 51 contains 242671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 46. Lose 559.397705 but Gain 659.355469
Score: -90633816.000000 Penalty: 32967.777344
Iteration 126Q: 51 clusters Score -9.063382e+07 nChanged 22345
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 99168 members 
Mstep: Class 3 contains 1384 members 
Mstep: Class 4 contains 213862 members 
Mstep: Class 5 contains 149 members 
Mstep: Class 6 contains 21108 members 
Mstep: Class 7 contains 630 members 
Mstep: Class 8 contains 33787 members 
Mstep: Class 9 contains 115154 members 
Mstep: Class 10 contains 6999 members 
Mstep: Class 11 contains 2050 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 13 contains 101590 members 
Mstep: Class 14 contains 219430 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 217175 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 2265 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 201490 members 
Mstep: Class 26 contains 4944 members 
Mstep: Class 27 contains 2759 members 
Mstep: Class 28 contains 45688 members 
Mstep: Class 29 contains 1710 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 269 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 2027 members 
Mstep: Class 34 contains 1086 members 
Mstep: Class 35 contains 834 members 
Mstep: Class 36 contains 5478 members 
Mstep: Class 37 contains 34219 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 37568 members 
Mstep: Class 40 contains 481 members 
Mstep: Class 41 contains 1656 members 
Mstep: Class 42 contains 183550 members 
Mstep: Class 43 contains 8767 members 
Mstep: Class 44 contains 112614 members 
Mstep: Class 45 contains 1066 members 
Mstep: Class 47 contains 11586 members 
Mstep: Class 48 contains 416 members 
Mstep: Class 49 contains 2090 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 239647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90637448.000000 Penalty: 32967.777344
Iteration 127Q: 51 clusters Score -9.063745e+07 nChanged 22407
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 98919 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 213868 members 
Mstep: Class 5 contains 149 members 
Mstep: Class 6 contains 21090 members 
Mstep: Class 7 contains 629 members 
Mstep: Class 8 contains 35792 members 
Mstep: Class 9 contains 114551 members 
Mstep: Class 10 contains 6999 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 13 contains 101084 members 
Mstep: Class 14 contains 219275 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 216014 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 2278 members 
Mstep: Class 23 contains 4779 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 206543 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 45626 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 565 members 
Mstep: Class 31 contains 269 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 2001 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 858 members 
Mstep: Class 36 contains 5491 members 
Mstep: Class 37 contains 32778 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 37559 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 1684 members 
Mstep: Class 42 contains 182919 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 113275 members 
Mstep: Class 45 contains 1090 members 
Mstep: Class 47 contains 11624 members 
Mstep: Class 48 contains 416 members 
Mstep: Class 49 contains 2103 members 
Mstep: Class 50 contains 236 members 
Mstep: Class 51 contains 236314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90640288.000000 Penalty: 32967.777344
Iteration 128Q: 51 clusters Score -9.064029e+07 nChanged 21170
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 98673 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 213857 members 
Mstep: Class 5 contains 148 members 
Mstep: Class 6 contains 21061 members 
Mstep: Class 7 contains 629 members 
Mstep: Class 8 contains 37090 members 
Mstep: Class 9 contains 114129 members 
Mstep: Class 10 contains 6999 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 13 contains 100565 members 
Mstep: Class 14 contains 219171 members 
Mstep: Class 15 contains 2504 members 
Mstep: Class 16 contains 1794 members 
Mstep: Class 17 contains 454 members 
Mstep: Class 18 contains 214671 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 994 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 4816 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 210542 members 
Mstep: Class 26 contains 4918 members 
Mstep: Class 27 contains 2788 members 
Mstep: Class 28 contains 45574 members 
Mstep: Class 29 contains 1797 members 
Mstep: Class 30 contains 563 members 
Mstep: Class 31 contains 268 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 1127 members 
Mstep: Class 35 contains 869 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 31250 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 37554 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 1708 members 
Mstep: Class 42 contains 182434 members 
Mstep: Class 43 contains 8956 members 
Mstep: Class 44 contains 114708 members 
Mstep: Class 45 contains 1108 members 
Mstep: Class 47 contains 11664 members 
Mstep: Class 48 contains 416 members 
Mstep: Class 49 contains 2117 members 
Mstep: Class 50 contains 235 members 
Mstep: Class 51 contains 233936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90642600.000000 Penalty: 32967.777344
Iteration 129Q: 51 clusters Score -9.06426e+07 nChanged 20295
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 98469 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 213863 members 
Mstep: Class 5 contains 147 members 
Mstep: Class 6 contains 21059 members 
Mstep: Class 7 contains 629 members 
Mstep: Class 8 contains 37953 members 
Mstep: Class 9 contains 113860 members 
Mstep: Class 10 contains 6998 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 100147 members 
Mstep: Class 14 contains 219072 members 
Mstep: Class 15 contains 2658 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 212979 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 988 members 
Mstep: Class 21 contains 2228 members 
Mstep: Class 22 contains 2361 members 
Mstep: Class 23 contains 4847 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 213527 members 
Mstep: Class 26 contains 4896 members 
Mstep: Class 27 contains 2792 members 
Mstep: Class 28 contains 45533 members 
Mstep: Class 29 contains 1840 members 
Mstep: Class 30 contains 563 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 1961 members 
Mstep: Class 34 contains 1138 members 
Mstep: Class 35 contains 868 members 
Mstep: Class 36 contains 5502 members 
Mstep: Class 37 contains 29732 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 37539 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 1730 members 
Mstep: Class 42 contains 182096 members 
Mstep: Class 43 contains 9034 members 
Mstep: Class 44 contains 116611 members 
Mstep: Class 45 contains 1123 members 
Mstep: Class 47 contains 11689 members 
Mstep: Class 48 contains 416 members 
Mstep: Class 49 contains 2128 members 
Mstep: Class 50 contains 235 members 
Mstep: Class 51 contains 232449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90643880.000000 Penalty: 32967.777344
Iteration 130Q: 51 clusters Score -9.064388e+07 nChanged 19652
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 98293 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 214230 members 
Mstep: Class 5 contains 147 members 
Mstep: Class 6 contains 21067 members 
Mstep: Class 7 contains 631 members 
Mstep: Class 8 contains 38616 members 
Mstep: Class 9 contains 113591 members 
Mstep: Class 10 contains 7004 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 99750 members 
Mstep: Class 14 contains 218950 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 211230 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 983 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 215666 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 45500 members 
Mstep: Class 29 contains 1879 members 
Mstep: Class 30 contains 563 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 1939 members 
Mstep: Class 34 contains 1148 members 
Mstep: Class 35 contains 858 members 
Mstep: Class 36 contains 5506 members 
Mstep: Class 37 contains 28111 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 37518 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 1739 members 
Mstep: Class 42 contains 181870 members 
Mstep: Class 43 contains 9125 members 
Mstep: Class 44 contains 118571 members 
Mstep: Class 45 contains 1135 members 
Mstep: Class 47 contains 11701 members 
Mstep: Class 48 contains 416 members 
Mstep: Class 49 contains 2133 members 
Mstep: Class 50 contains 235 members 
Mstep: Class 51 contains 231611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90645016.000000 Penalty: 32967.777344
Iteration 131Q: 51 clusters Score -9.064502e+07 nChanged 18638
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 98180 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 214811 members 
Mstep: Class 5 contains 147 members 
Mstep: Class 6 contains 21068 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 39195 members 
Mstep: Class 9 contains 113298 members 
Mstep: Class 10 contains 7010 members 
Mstep: Class 11 contains 2030 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 99383 members 
Mstep: Class 14 contains 218853 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 209413 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 979 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 2443 members 
Mstep: Class 23 contains 4887 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 216987 members 
Mstep: Class 26 contains 4891 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 45454 members 
Mstep: Class 29 contains 1912 members 
Mstep: Class 30 contains 563 members 
Mstep: Class 31 contains 266 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 1910 members 
Mstep: Class 34 contains 1155 members 
Mstep: Class 35 contains 835 members 
Mstep: Class 36 contains 5515 members 
Mstep: Class 37 contains 26366 members 
Mstep: Class 38 contains 748 members 
Mstep: Class 39 contains 37515 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 1744 members 
Mstep: Class 42 contains 181700 members 
Mstep: Class 43 contains 9189 members 
Mstep: Class 44 contains 120527 members 
Mstep: Class 45 contains 1143 members 
Mstep: Class 47 contains 11712 members 
Mstep: Class 48 contains 416 members 
Mstep: Class 49 contains 2137 members 
Mstep: Class 50 contains 234 members 
Mstep: Class 51 contains 231550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90645568.000000 Penalty: 32967.777344
Iteration 132Q: 51 clusters Score -9.064557e+07 nChanged 17504
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 98098 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 215458 members 
Mstep: Class 5 contains 146 members 
Mstep: Class 6 contains 21060 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 39673 members 
Mstep: Class 9 contains 112955 members 
Mstep: Class 10 contains 7016 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 1651 members 
Mstep: Class 13 contains 99094 members 
Mstep: Class 14 contains 218812 members 
Mstep: Class 15 contains 3112 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 207603 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 2201 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 4904 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 217830 members 
Mstep: Class 26 contains 4902 members 
Mstep: Class 27 contains 2799 members 
Mstep: Class 28 contains 45400 members 
Mstep: Class 29 contains 1948 members 
Mstep: Class 30 contains 562 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1614 members 
Mstep: Class 33 contains 1896 members 
Mstep: Class 34 contains 1159 members 
Mstep: Class 35 contains 814 members 
Mstep: Class 36 contains 5526 members 
Mstep: Class 37 contains 24647 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37513 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 1749 members 
Mstep: Class 42 contains 181641 members 
Mstep: Class 43 contains 9248 members 
Mstep: Class 44 contains 122430 members 
Mstep: Class 45 contains 1150 members 
Mstep: Class 47 contains 11734 members 
Mstep: Class 48 contains 416 members 
Mstep: Class 49 contains 2140 members 
Mstep: Class 50 contains 234 members 
Mstep: Class 51 contains 231759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90645120.000000 Penalty: 32967.777344
Iteration 133Q: 51 clusters Score -9.064512e+07 nChanged 16870
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 98095 members 
Mstep: Class 3 contains 1403 members 
Mstep: Class 4 contains 216138 members 
Mstep: Class 5 contains 145 members 
Mstep: Class 6 contains 21042 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 40185 members 
Mstep: Class 9 contains 112595 members 
Mstep: Class 10 contains 7018 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 1670 members 
Mstep: Class 13 contains 98865 members 
Mstep: Class 14 contains 218819 members 
Mstep: Class 15 contains 3259 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 205724 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218240 members 
Mstep: Class 26 contains 4921 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 45361 members 
Mstep: Class 29 contains 1991 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1613 members 
Mstep: Class 33 contains 1889 members 
Mstep: Class 34 contains 1162 members 
Mstep: Class 35 contains 781 members 
Mstep: Class 36 contains 5540 members 
Mstep: Class 37 contains 22908 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37511 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 1755 members 
Mstep: Class 42 contains 181572 members 
Mstep: Class 43 contains 9296 members 
Mstep: Class 44 contains 124270 members 
Mstep: Class 45 contains 1154 members 
Mstep: Class 47 contains 11742 members 
Mstep: Class 48 contains 416 members 
Mstep: Class 49 contains 2147 members 
Mstep: Class 50 contains 234 members 
Mstep: Class 51 contains 232362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90644696.000000 Penalty: 32967.777344
Iteration 134Q: 51 clusters Score -9.06447e+07 nChanged 15860
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 98157 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 216744 members 
Mstep: Class 5 contains 144 members 
Mstep: Class 6 contains 21043 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 40790 members 
Mstep: Class 9 contains 112229 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 13 contains 98667 members 
Mstep: Class 14 contains 218825 members 
Mstep: Class 15 contains 3418 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 203758 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218332 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 45314 members 
Mstep: Class 29 contains 2036 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1611 members 
Mstep: Class 33 contains 1884 members 
Mstep: Class 34 contains 1162 members 
Mstep: Class 35 contains 750 members 
Mstep: Class 36 contains 5543 members 
Mstep: Class 37 contains 21239 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37513 members 
Mstep: Class 40 contains 490 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 181501 members 
Mstep: Class 43 contains 9326 members 
Mstep: Class 44 contains 126054 members 
Mstep: Class 45 contains 1158 members 
Mstep: Class 47 contains 11732 members 
Mstep: Class 48 contains 415 members 
Mstep: Class 49 contains 2151 members 
Mstep: Class 50 contains 234 members 
Mstep: Class 51 contains 233244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90643440.000000 Penalty: 32967.777344
Iteration 135Q: 51 clusters Score -9.064344e+07 nChanged 15293
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 98235 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 217220 members 
Mstep: Class 5 contains 142 members 
Mstep: Class 6 contains 21035 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 41405 members 
Mstep: Class 9 contains 111738 members 
Mstep: Class 10 contains 7025 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 1721 members 
Mstep: Class 13 contains 98501 members 
Mstep: Class 14 contains 218833 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 201923 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 2592 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218259 members 
Mstep: Class 26 contains 4980 members 
Mstep: Class 27 contains 2795 members 
Mstep: Class 28 contains 45282 members 
Mstep: Class 29 contains 2081 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1603 members 
Mstep: Class 33 contains 1876 members 
Mstep: Class 34 contains 1164 members 
Mstep: Class 35 contains 720 members 
Mstep: Class 36 contains 5547 members 
Mstep: Class 37 contains 19550 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37525 members 
Mstep: Class 40 contains 492 members 
Mstep: Class 41 contains 1765 members 
Mstep: Class 42 contains 181387 members 
Mstep: Class 43 contains 9351 members 
Mstep: Class 44 contains 127845 members 
Mstep: Class 45 contains 1162 members 
Mstep: Class 47 contains 11704 members 
Mstep: Class 48 contains 415 members 
Mstep: Class 49 contains 2157 members 
Mstep: Class 50 contains 234 members 
Mstep: Class 51 contains 234397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90642160.000000 Penalty: 32967.777344
Iteration 136Q: 51 clusters Score -9.064216e+07 nChanged 14902
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 98338 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 217620 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 21032 members 
Mstep: Class 7 contains 635 members 
Mstep: Class 8 contains 42088 members 
Mstep: Class 9 contains 111235 members 
Mstep: Class 10 contains 7032 members 
Mstep: Class 11 contains 1989 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 98358 members 
Mstep: Class 14 contains 218865 members 
Mstep: Class 15 contains 3750 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 200242 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218086 members 
Mstep: Class 26 contains 5007 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 45279 members 
Mstep: Class 29 contains 2124 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1597 members 
Mstep: Class 33 contains 1876 members 
Mstep: Class 34 contains 1168 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 5552 members 
Mstep: Class 37 contains 17911 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37528 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 1770 members 
Mstep: Class 42 contains 181257 members 
Mstep: Class 43 contains 9393 members 
Mstep: Class 44 contains 129681 members 
Mstep: Class 45 contains 1163 members 
Mstep: Class 47 contains 11665 members 
Mstep: Class 48 contains 415 members 
Mstep: Class 49 contains 2163 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 235348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90640880.000000 Penalty: 32967.777344
Iteration 137Q: 51 clusters Score -9.064088e+07 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 98456 members 
Mstep: Class 3 contains 1409 members 
Mstep: Class 4 contains 217910 members 
Mstep: Class 5 contains 140 members 
Mstep: Class 6 contains 21023 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 42761 members 
Mstep: Class 9 contains 110748 members 
Mstep: Class 10 contains 7038 members 
Mstep: Class 11 contains 1988 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 98261 members 
Mstep: Class 14 contains 218892 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 198808 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 955 members 
Mstep: Class 21 contains 2176 members 
Mstep: Class 22 contains 2664 members 
Mstep: Class 23 contains 5009 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 217974 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 45301 members 
Mstep: Class 29 contains 2173 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1590 members 
Mstep: Class 33 contains 1870 members 
Mstep: Class 34 contains 1172 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 5555 members 
Mstep: Class 37 contains 16386 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37538 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 1771 members 
Mstep: Class 42 contains 181086 members 
Mstep: Class 43 contains 9430 members 
Mstep: Class 44 contains 131450 members 
Mstep: Class 45 contains 1165 members 
Mstep: Class 47 contains 11629 members 
Mstep: Class 48 contains 415 members 
Mstep: Class 49 contains 2168 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 235995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90640984.000000 Penalty: 32967.777344
Iteration 138Q: 51 clusters Score -9.064098e+07 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 98537 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 218187 members 
Mstep: Class 5 contains 138 members 
Mstep: Class 6 contains 21004 members 
Mstep: Class 7 contains 633 members 
Mstep: Class 8 contains 43338 members 
Mstep: Class 9 contains 110259 members 
Mstep: Class 10 contains 7042 members 
Mstep: Class 11 contains 1986 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 98214 members 
Mstep: Class 14 contains 218892 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 197702 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 951 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 2697 members 
Mstep: Class 23 contains 5060 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 217989 members 
Mstep: Class 26 contains 5048 members 
Mstep: Class 27 contains 2812 members 
Mstep: Class 28 contains 45325 members 
Mstep: Class 29 contains 2210 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1582 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 1178 members 
Mstep: Class 35 contains 624 members 
Mstep: Class 36 contains 5558 members 
Mstep: Class 37 contains 15050 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37543 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 1774 members 
Mstep: Class 42 contains 180973 members 
Mstep: Class 43 contains 9469 members 
Mstep: Class 44 contains 133224 members 
Mstep: Class 45 contains 1166 members 
Mstep: Class 47 contains 11578 members 
Mstep: Class 48 contains 414 members 
Mstep: Class 49 contains 2172 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 236105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90640696.000000 Penalty: 32967.777344
Iteration 139Q: 51 clusters Score -9.06407e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 98604 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 218339 members 
Mstep: Class 5 contains 135 members 
Mstep: Class 6 contains 20994 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 43832 members 
Mstep: Class 9 contains 109761 members 
Mstep: Class 10 contains 7043 members 
Mstep: Class 11 contains 1984 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 98198 members 
Mstep: Class 14 contains 218913 members 
Mstep: Class 15 contains 4140 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 196814 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 945 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 5098 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218223 members 
Mstep: Class 26 contains 5059 members 
Mstep: Class 27 contains 2821 members 
Mstep: Class 28 contains 45337 members 
Mstep: Class 29 contains 2241 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1574 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 1182 members 
Mstep: Class 35 contains 596 members 
Mstep: Class 36 contains 5561 members 
Mstep: Class 37 contains 13855 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37550 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1777 members 
Mstep: Class 42 contains 180740 members 
Mstep: Class 43 contains 9504 members 
Mstep: Class 44 contains 135091 members 
Mstep: Class 45 contains 1166 members 
Mstep: Class 47 contains 11542 members 
Mstep: Class 48 contains 415 members 
Mstep: Class 49 contains 2176 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 235892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90642152.000000 Penalty: 32967.777344
Iteration 140F: 51 clusters Score -9.064215e+07 nChanged 14809
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 98629 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 218336 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20981 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 46840 members 
Mstep: Class 9 contains 109167 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 1982 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 98175 members 
Mstep: Class 14 contains 218933 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 194250 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 939 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 2750 members 
Mstep: Class 23 contains 5138 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218547 members 
Mstep: Class 26 contains 5055 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 45347 members 
Mstep: Class 29 contains 2263 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1566 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 1196 members 
Mstep: Class 35 contains 577 members 
Mstep: Class 36 contains 5562 members 
Mstep: Class 37 contains 12800 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37557 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 1780 members 
Mstep: Class 42 contains 180503 members 
Mstep: Class 43 contains 9528 members 
Mstep: Class 44 contains 136997 members 
Mstep: Class 45 contains 1166 members 
Mstep: Class 47 contains 11514 members 
Mstep: Class 48 contains 416 members 
Mstep: Class 49 contains 2175 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 234770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90644128.000000 Penalty: 32967.777344
Iteration 141Q: 51 clusters Score -9.064413e+07 nChanged 14784
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 98663 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 218366 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 49897 members 
Mstep: Class 9 contains 108564 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 1980 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 98164 members 
Mstep: Class 14 contains 218896 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 191744 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 20 contains 935 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 2769 members 
Mstep: Class 23 contains 5168 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218733 members 
Mstep: Class 26 contains 5063 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 45354 members 
Mstep: Class 29 contains 2275 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1563 members 
Mstep: Class 33 contains 1863 members 
Mstep: Class 34 contains 1209 members 
Mstep: Class 35 contains 549 members 
Mstep: Class 36 contains 5564 members 
Mstep: Class 37 contains 11882 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37564 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1783 members 
Mstep: Class 42 contains 180289 members 
Mstep: Class 43 contains 9547 members 
Mstep: Class 44 contains 138908 members 
Mstep: Class 45 contains 1168 members 
Mstep: Class 47 contains 11487 members 
Mstep: Class 48 contains 416 members 
Mstep: Class 49 contains 2176 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 233552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90646104.000000 Penalty: 32967.777344
Iteration 142Q: 51 clusters Score -9.06461e+07 nChanged 14439
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 98671 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 218320 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20954 members 
Mstep: Class 7 contains 636 members 
Mstep: Class 8 contains 52989 members 
Mstep: Class 9 contains 107848 members 
Mstep: Class 10 contains 7046 members 
Mstep: Class 11 contains 1975 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 98103 members 
Mstep: Class 14 contains 218894 members 
Mstep: Class 15 contains 4858 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 189250 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 931 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 5207 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 219117 members 
Mstep: Class 26 contains 5069 members 
Mstep: Class 27 contains 2820 members 
Mstep: Class 28 contains 45352 members 
Mstep: Class 29 contains 2290 members 
Mstep: Class 30 contains 564 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1561 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 1217 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 5567 members 
Mstep: Class 37 contains 11116 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37566 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1783 members 
Mstep: Class 42 contains 180087 members 
Mstep: Class 43 contains 9575 members 
Mstep: Class 44 contains 140840 members 
Mstep: Class 45 contains 1170 members 
Mstep: Class 47 contains 11462 members 
Mstep: Class 48 contains 416 members 
Mstep: Class 49 contains 2178 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 232102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90647728.000000 Penalty: 32967.777344
Iteration 143Q: 51 clusters Score -9.064773e+07 nChanged 14146
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 98669 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 218198 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20948 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 56214 members 
Mstep: Class 9 contains 107038 members 
Mstep: Class 10 contains 7047 members 
Mstep: Class 11 contains 1975 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 98056 members 
Mstep: Class 14 contains 218893 members 
Mstep: Class 15 contains 5105 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 186726 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 2828 members 
Mstep: Class 23 contains 5257 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 219467 members 
Mstep: Class 26 contains 5079 members 
Mstep: Class 27 contains 2819 members 
Mstep: Class 28 contains 45348 members 
Mstep: Class 29 contains 2307 members 
Mstep: Class 30 contains 563 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1561 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 1222 members 
Mstep: Class 35 contains 514 members 
Mstep: Class 36 contains 5572 members 
Mstep: Class 37 contains 10473 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37567 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 179823 members 
Mstep: Class 43 contains 9611 members 
Mstep: Class 44 contains 142840 members 
Mstep: Class 45 contains 1173 members 
Mstep: Class 47 contains 11435 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2180 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 230593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90649848.000000 Penalty: 32967.777344
Iteration 144Q: 51 clusters Score -9.064985e+07 nChanged 13835
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 98663 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 218052 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20939 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 59480 members 
Mstep: Class 9 contains 106231 members 
Mstep: Class 10 contains 7048 members 
Mstep: Class 11 contains 1975 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 98007 members 
Mstep: Class 14 contains 218916 members 
Mstep: Class 15 contains 5375 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 184399 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 918 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 219600 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 2812 members 
Mstep: Class 28 contains 45362 members 
Mstep: Class 29 contains 2316 members 
Mstep: Class 30 contains 563 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1560 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 1223 members 
Mstep: Class 35 contains 499 members 
Mstep: Class 36 contains 5578 members 
Mstep: Class 37 contains 9915 members 
Mstep: Class 38 contains 747 members 
Mstep: Class 39 contains 37577 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 179444 members 
Mstep: Class 43 contains 9641 members 
Mstep: Class 44 contains 144851 members 
Mstep: Class 45 contains 1175 members 
Mstep: Class 47 contains 11412 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2184 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 229062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90651256.000000 Penalty: 32967.777344
Iteration 145Q: 51 clusters Score -9.065126e+07 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 98639 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 217878 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20943 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 62653 members 
Mstep: Class 9 contains 105423 members 
Mstep: Class 10 contains 7048 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 97980 members 
Mstep: Class 14 contains 218937 members 
Mstep: Class 15 contains 5646 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 182196 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 913 members 
Mstep: Class 21 contains 2168 members 
Mstep: Class 22 contains 2871 members 
Mstep: Class 23 contains 5347 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 219640 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 2802 members 
Mstep: Class 28 contains 45369 members 
Mstep: Class 29 contains 2326 members 
Mstep: Class 30 contains 562 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1553 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 1223 members 
Mstep: Class 35 contains 493 members 
Mstep: Class 36 contains 5585 members 
Mstep: Class 37 contains 9439 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37576 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 179133 members 
Mstep: Class 43 contains 9662 members 
Mstep: Class 44 contains 146770 members 
Mstep: Class 45 contains 1179 members 
Mstep: Class 47 contains 11387 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2185 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 227554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90652952.000000 Penalty: 32967.777344
Iteration 146Q: 51 clusters Score -9.065295e+07 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 98645 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 217665 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20952 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 65752 members 
Mstep: Class 9 contains 104582 members 
Mstep: Class 10 contains 7046 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 97963 members 
Mstep: Class 14 contains 218958 members 
Mstep: Class 15 contains 5935 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 180274 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 908 members 
Mstep: Class 21 contains 2167 members 
Mstep: Class 22 contains 2898 members 
Mstep: Class 23 contains 5406 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 219744 members 
Mstep: Class 26 contains 5142 members 
Mstep: Class 27 contains 2801 members 
Mstep: Class 28 contains 45386 members 
Mstep: Class 29 contains 2325 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1548 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 1225 members 
Mstep: Class 35 contains 475 members 
Mstep: Class 36 contains 5593 members 
Mstep: Class 37 contains 9026 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37576 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1783 members 
Mstep: Class 42 contains 178843 members 
Mstep: Class 43 contains 9664 members 
Mstep: Class 44 contains 148607 members 
Mstep: Class 45 contains 1183 members 
Mstep: Class 47 contains 11362 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2187 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 225805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90655280.000000 Penalty: 32967.777344
Iteration 147Q: 51 clusters Score -9.065528e+07 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 98638 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 217426 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20968 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 68795 members 
Mstep: Class 9 contains 103733 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 1944 members 
Mstep: Class 12 contains 1922 members 
Mstep: Class 13 contains 97963 members 
Mstep: Class 14 contains 218972 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 178403 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 20 contains 904 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 5475 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 219525 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 2797 members 
Mstep: Class 28 contains 45400 members 
Mstep: Class 29 contains 2318 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1548 members 
Mstep: Class 33 contains 1857 members 
Mstep: Class 34 contains 1225 members 
Mstep: Class 35 contains 455 members 
Mstep: Class 36 contains 5604 members 
Mstep: Class 37 contains 8655 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37580 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 178508 members 
Mstep: Class 43 contains 9666 members 
Mstep: Class 44 contains 150549 members 
Mstep: Class 45 contains 1183 members 
Mstep: Class 47 contains 11350 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2189 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 224286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90657352.000000 Penalty: 32967.777344
Iteration 148Q: 51 clusters Score -9.065735e+07 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 98631 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 217172 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20986 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 71622 members 
Mstep: Class 9 contains 102888 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 97967 members 
Mstep: Class 14 contains 218962 members 
Mstep: Class 15 contains 6556 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 176630 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 904 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 2990 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 219364 members 
Mstep: Class 26 contains 5164 members 
Mstep: Class 27 contains 2791 members 
Mstep: Class 28 contains 45398 members 
Mstep: Class 29 contains 2320 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1547 members 
Mstep: Class 33 contains 1848 members 
Mstep: Class 34 contains 1225 members 
Mstep: Class 35 contains 439 members 
Mstep: Class 36 contains 5610 members 
Mstep: Class 37 contains 8352 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37577 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 178195 members 
Mstep: Class 43 contains 9673 members 
Mstep: Class 44 contains 152379 members 
Mstep: Class 45 contains 1183 members 
Mstep: Class 47 contains 11339 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2192 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 222874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90658488.000000 Penalty: 32967.777344
Iteration 149Q: 51 clusters Score -9.065849e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 98652 members 
Mstep: Class 3 contains 1452 members 
Mstep: Class 4 contains 216825 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 20993 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 73992 members 
Mstep: Class 9 contains 101983 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 97952 members 
Mstep: Class 14 contains 219000 members 
Mstep: Class 15 contains 6877 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 175189 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 219156 members 
Mstep: Class 26 contains 5185 members 
Mstep: Class 27 contains 2783 members 
Mstep: Class 28 contains 45398 members 
Mstep: Class 29 contains 2324 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1545 members 
Mstep: Class 33 contains 1841 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 422 members 
Mstep: Class 36 contains 5613 members 
Mstep: Class 37 contains 8098 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37569 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 177905 members 
Mstep: Class 43 contains 9673 members 
Mstep: Class 44 contains 154235 members 
Mstep: Class 45 contains 1185 members 
Mstep: Class 47 contains 11322 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 221659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 35. Lose 653.931763 but Gain 659.355469
Score: -90660072.000000 Penalty: 32308.421875
Iteration 150Q: 50 clusters Score -9.066007e+07 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 98653 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 216350 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 21002 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 75849 members 
Mstep: Class 9 contains 101071 members 
Mstep: Class 10 contains 7043 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 98021 members 
Mstep: Class 14 contains 219027 members 
Mstep: Class 15 contains 7196 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 174184 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 20 contains 897 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 3101 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 219178 members 
Mstep: Class 26 contains 5200 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 45410 members 
Mstep: Class 29 contains 2328 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1542 members 
Mstep: Class 33 contains 1839 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 36 contains 5615 members 
Mstep: Class 37 contains 7846 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37571 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 177647 members 
Mstep: Class 43 contains 9691 members 
Mstep: Class 44 contains 156013 members 
Mstep: Class 45 contains 1186 members 
Mstep: Class 47 contains 11321 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 220763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90661128.000000 Penalty: 32308.421875
Iteration 151Q: 50 clusters Score -9.066113e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 98666 members 
Mstep: Class 3 contains 1462 members 
Mstep: Class 4 contains 215873 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 21008 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 77342 members 
Mstep: Class 9 contains 100146 members 
Mstep: Class 10 contains 7041 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 98099 members 
Mstep: Class 14 contains 219067 members 
Mstep: Class 15 contains 7501 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 173360 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 3158 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218922 members 
Mstep: Class 26 contains 5226 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 45405 members 
Mstep: Class 29 contains 2323 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1540 members 
Mstep: Class 33 contains 1836 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 36 contains 5616 members 
Mstep: Class 37 contains 7626 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37570 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 177367 members 
Mstep: Class 43 contains 9710 members 
Mstep: Class 44 contains 157666 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 47 contains 11299 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 220051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90661808.000000 Penalty: 32308.421875
Iteration 152Q: 50 clusters Score -9.066181e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 98670 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 215418 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 21009 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 78521 members 
Mstep: Class 9 contains 99248 members 
Mstep: Class 10 contains 7039 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 13 contains 98154 members 
Mstep: Class 14 contains 219105 members 
Mstep: Class 15 contains 7772 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 172740 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 888 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 5677 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218645 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 2769 members 
Mstep: Class 28 contains 45409 members 
Mstep: Class 29 contains 2317 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1538 members 
Mstep: Class 33 contains 1839 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 36 contains 5619 members 
Mstep: Class 37 contains 7443 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37578 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 177067 members 
Mstep: Class 43 contains 9735 members 
Mstep: Class 44 contains 159231 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 47 contains 11274 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90662608.000000 Penalty: 32308.421875
Iteration 153Q: 50 clusters Score -9.066261e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 98677 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 214968 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 79461 members 
Mstep: Class 9 contains 98345 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 13 contains 98247 members 
Mstep: Class 14 contains 219127 members 
Mstep: Class 15 contains 8006 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 172227 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 884 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 5705 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218258 members 
Mstep: Class 26 contains 5254 members 
Mstep: Class 27 contains 2763 members 
Mstep: Class 28 contains 45428 members 
Mstep: Class 29 contains 2311 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1533 members 
Mstep: Class 33 contains 1839 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 36 contains 5622 members 
Mstep: Class 37 contains 7286 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37592 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 176741 members 
Mstep: Class 43 contains 9756 members 
Mstep: Class 44 contains 160724 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 47 contains 11247 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90663336.000000 Penalty: 32308.421875
Iteration 154Q: 50 clusters Score -9.066334e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 98680 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 214512 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 21019 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 80204 members 
Mstep: Class 9 contains 97383 members 
Mstep: Class 10 contains 7032 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 98314 members 
Mstep: Class 14 contains 219145 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171957 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 884 members 
Mstep: Class 21 contains 2163 members 
Mstep: Class 22 contains 3418 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 217766 members 
Mstep: Class 26 contains 5279 members 
Mstep: Class 27 contains 2750 members 
Mstep: Class 28 contains 45440 members 
Mstep: Class 29 contains 2308 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1529 members 
Mstep: Class 33 contains 1837 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 36 contains 5625 members 
Mstep: Class 37 contains 7137 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37596 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 176360 members 
Mstep: Class 43 contains 9762 members 
Mstep: Class 44 contains 162265 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 47 contains 11218 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90663512.000000 Penalty: 32308.421875
Iteration 155Q: 50 clusters Score -9.066351e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 98639 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 214143 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 21035 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 80849 members 
Mstep: Class 9 contains 96509 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 98369 members 
Mstep: Class 14 contains 219207 members 
Mstep: Class 15 contains 8499 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171765 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 884 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 3513 members 
Mstep: Class 23 contains 5754 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 217188 members 
Mstep: Class 26 contains 5291 members 
Mstep: Class 27 contains 2741 members 
Mstep: Class 28 contains 45442 members 
Mstep: Class 29 contains 2298 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1527 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 36 contains 5629 members 
Mstep: Class 37 contains 7015 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37604 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 175913 members 
Mstep: Class 43 contains 9768 members 
Mstep: Class 44 contains 163757 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 47 contains 11202 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90664736.000000 Penalty: 32308.421875
Iteration 156Q: 50 clusters Score -9.066474e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 98593 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 213789 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 21057 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 81462 members 
Mstep: Class 9 contains 95599 members 
Mstep: Class 10 contains 7025 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 98406 members 
Mstep: Class 14 contains 219273 members 
Mstep: Class 15 contains 8753 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171666 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 882 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 5765 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 216523 members 
Mstep: Class 26 contains 5302 members 
Mstep: Class 27 contains 2734 members 
Mstep: Class 28 contains 45472 members 
Mstep: Class 29 contains 2298 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1526 members 
Mstep: Class 33 contains 1824 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 36 contains 5631 members 
Mstep: Class 37 contains 6915 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37609 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 175439 members 
Mstep: Class 43 contains 9760 members 
Mstep: Class 44 contains 165293 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 47 contains 11183 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90665400.000000 Penalty: 32308.421875
Iteration 157Q: 50 clusters Score -9.06654e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 98550 members 
Mstep: Class 3 contains 1478 members 
Mstep: Class 4 contains 213472 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 21069 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 82126 members 
Mstep: Class 9 contains 94755 members 
Mstep: Class 10 contains 7020 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 98419 members 
Mstep: Class 14 contains 219336 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171605 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 5772 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 215650 members 
Mstep: Class 26 contains 5309 members 
Mstep: Class 27 contains 2727 members 
Mstep: Class 28 contains 45481 members 
Mstep: Class 29 contains 2306 members 
Mstep: Class 30 contains 560 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1525 members 
Mstep: Class 33 contains 1817 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 36 contains 5636 members 
Mstep: Class 37 contains 6805 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37611 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174919 members 
Mstep: Class 43 contains 9764 members 
Mstep: Class 44 contains 166965 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 47 contains 11157 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90666336.000000 Penalty: 32308.421875
Iteration 158Q: 50 clusters Score -9.066634e+07 nChanged 7855
Entering ConstructFrom: 
Score: -90666336.000000 Penalty: 32308.421875
Entering ConstructFrom: 
Trying to split cluster 1 (10250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Entering Unmasked Estep 
Score: -501231.937500 Penalty: 420.194000
	Iteration 0F: 2 clusters Score -501231.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -494464.750000 Penalty: 840.388000
	Iteration 0F: 3 clusters Score -494464.8 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -497957.031250 Penalty: 840.388000
	Iteration 1F: 3 clusters Score -497957 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -498611.218750 Penalty: 840.388000
	Iteration 2F: 3 clusters Score -498611.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -499068.250000 Penalty: 840.388000
	Iteration 3F: 3 clusters Score -499068.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -499408.781250 Penalty: 840.388000
	Iteration 4F: 3 clusters Score -499408.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -499656.875000 Penalty: 840.388000
	Iteration 5Q: 3 clusters Score -499656.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -499882.031250 Penalty: 840.388000
	Iteration 6Q: 3 clusters Score -499882 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -500120.281250 Penalty: 840.388000
	Iteration 7Q: 3 clusters Score -500120.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -500355.500000 Penalty: 840.388000
	Iteration 8Q: 3 clusters Score -500355.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -500542.625000 Penalty: 840.388000
	Iteration 9Q: 3 clusters Score -500542.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -500657.250000 Penalty: 840.388000
	Iteration 10Q: 3 clusters Score -500657.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -500725.656250 Penalty: 840.388000
	Iteration 11Q: 3 clusters Score -500725.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -500767.562500 Penalty: 840.388000
	Iteration 12Q: 3 clusters Score -500767.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -500786.718750 Penalty: 840.388000
	Iteration 13Q: 3 clusters Score -500786.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -500791.687500 Penalty: 840.388000
	Iteration 14Q: 3 clusters Score -500791.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -500796.312500 Penalty: 840.388000
	Iteration 15Q: 3 clusters Score -500796.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -500801.250000 Penalty: 840.388000
	Iteration 16Q: 3 clusters Score -500801.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -500806.468750 Penalty: 840.388000
	Iteration 17Q: 3 clusters Score -500806.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -500812.718750 Penalty: 840.388000
	Iteration 18Q: 3 clusters Score -500812.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -500819.156250 Penalty: 840.388000
	Iteration 19Q: 3 clusters Score -500819.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -500823.281250 Penalty: 840.388000
	Iteration 20F: 3 clusters Score -500823.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -500828.406250 Penalty: 840.388000
	Iteration 21Q: 3 clusters Score -500828.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -500833.562500 Penalty: 840.388000
	Iteration 22Q: 3 clusters Score -500833.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -500838.343750 Penalty: 840.388000
	Iteration 23Q: 3 clusters Score -500838.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -500843.843750 Penalty: 840.388000
	Iteration 24Q: 3 clusters Score -500843.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -500848.406250 Penalty: 840.388000
	Iteration 25Q: 3 clusters Score -500848.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -500853.875000 Penalty: 840.388000
	Iteration 26Q: 3 clusters Score -500853.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -500861.906250 Penalty: 840.388000
	Iteration 27Q: 3 clusters Score -500861.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -500870.468750 Penalty: 840.388000
	Iteration 28Q: 3 clusters Score -500870.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -500877.062500 Penalty: 840.388000
	Iteration 29Q: 3 clusters Score -500877.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -500881.656250 Penalty: 840.388000
	Iteration 30Q: 3 clusters Score -500881.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -500885.093750 Penalty: 840.388000
	Iteration 31Q: 3 clusters Score -500885.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -500888.125000 Penalty: 840.388000
	Iteration 32Q: 3 clusters Score -500888.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -500890.562500 Penalty: 840.388000
	Iteration 33Q: 3 clusters Score -500890.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -500894.406250 Penalty: 840.388000
	Iteration 34Q: 3 clusters Score -500894.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -500897.250000 Penalty: 840.388000
	Iteration 35Q: 3 clusters Score -500897.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -500899.093750 Penalty: 840.388000
	Iteration 36Q: 3 clusters Score -500899.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -500899.718750 Penalty: 840.388000
	Iteration 37Q: 3 clusters Score -500899.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -500901.656250 Penalty: 840.388000
	Iteration 38Q: 3 clusters Score -500901.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -500903.781250 Penalty: 840.388000
	Iteration 39Q: 3 clusters Score -500903.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -500904.187500 Penalty: 840.388000
	Iteration 40F: 3 clusters Score -500904.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -500907.250000 Penalty: 840.388000
	Iteration 41Q: 3 clusters Score -500907.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -500907.781250 Penalty: 840.388000
	Iteration 42Q: 3 clusters Score -500907.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -500908.281250 Penalty: 840.388000
	Iteration 43Q: 3 clusters Score -500908.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -500908.625000 Penalty: 840.388000
	Iteration 44Q: 3 clusters Score -500908.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -500909.000000 Penalty: 840.388000
	Iteration 45Q: 3 clusters Score -500909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -500910.062500 Penalty: 840.388000
	Iteration 46Q: 3 clusters Score -500910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -500911.125000 Penalty: 840.388000
	Iteration 47Q: 3 clusters Score -500911.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -500909.875000 Penalty: 840.388000
	Iteration 48Q: 3 clusters Score -500909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -500910.031250 Penalty: 840.388000
	Iteration 49Q: 3 clusters Score -500910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -500910.656250 Penalty: 840.388000
	Iteration 50Q: 3 clusters Score -500910.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -500911.562500 Penalty: 840.388000
	Iteration 51Q: 3 clusters Score -500911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -500912.468750 Penalty: 840.388000
	Iteration 52Q: 3 clusters Score -500912.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -500913.062500 Penalty: 840.388000
	Iteration 53Q: 3 clusters Score -500913.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -500914.500000 Penalty: 840.388000
	Iteration 54Q: 3 clusters Score -500914.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -500916.093750 Penalty: 840.388000
	Iteration 55Q: 3 clusters Score -500916.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -500917.406250 Penalty: 840.388000
	Iteration 56Q: 3 clusters Score -500917.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -500922.375000 Penalty: 840.388000
	Iteration 57Q: 3 clusters Score -500922.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -500924.312500 Penalty: 840.388000
	Iteration 58Q: 3 clusters Score -500924.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -500927.812500 Penalty: 840.388000
	Iteration 59Q: 3 clusters Score -500927.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -500931.218750 Penalty: 840.388000
	Iteration 60F: 3 clusters Score -500931.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -500936.562500 Penalty: 840.388000
	Iteration 61Q: 3 clusters Score -500936.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -500939.125000 Penalty: 840.388000
	Iteration 62Q: 3 clusters Score -500939.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -500942.718750 Penalty: 840.388000
	Iteration 63Q: 3 clusters Score -500942.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -500945.812500 Penalty: 840.388000
	Iteration 64Q: 3 clusters Score -500945.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -500949.656250 Penalty: 840.388000
	Iteration 65Q: 3 clusters Score -500949.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -500950.343750 Penalty: 840.388000
	Iteration 66Q: 3 clusters Score -500950.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -500952.750000 Penalty: 840.388000
	Iteration 67Q: 3 clusters Score -500952.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -500957.093750 Penalty: 840.388000
	Iteration 68Q: 3 clusters Score -500957.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -500960.062500 Penalty: 840.388000
	Iteration 69Q: 3 clusters Score -500960.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -500966.031250 Penalty: 840.388000
	Iteration 70Q: 3 clusters Score -500966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -500971.937500 Penalty: 840.388000
	Iteration 71Q: 3 clusters Score -500971.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -500976.125000 Penalty: 840.388000
	Iteration 72Q: 3 clusters Score -500976.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -500979.312500 Penalty: 840.388000
	Iteration 73Q: 3 clusters Score -500979.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -500981.937500 Penalty: 840.388000
	Iteration 74Q: 3 clusters Score -500981.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -500987.312500 Penalty: 840.388000
	Iteration 75Q: 3 clusters Score -500987.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -500991.468750 Penalty: 840.388000
	Iteration 76Q: 3 clusters Score -500991.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -500995.156250 Penalty: 840.388000
	Iteration 77Q: 3 clusters Score -500995.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -500997.968750 Penalty: 840.388000
	Iteration 78Q: 3 clusters Score -500998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -501000.718750 Penalty: 840.388000
	Iteration 79Q: 3 clusters Score -501000.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -501004.750000 Penalty: 840.388000
	Iteration 80F: 3 clusters Score -501004.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -501009.968750 Penalty: 840.388000
	Iteration 81Q: 3 clusters Score -501010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -501013.781250 Penalty: 840.388000
	Iteration 82Q: 3 clusters Score -501013.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -501017.156250 Penalty: 840.388000
	Iteration 83Q: 3 clusters Score -501017.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -501019.187500 Penalty: 840.388000
	Iteration 84Q: 3 clusters Score -501019.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -501024.187500 Penalty: 840.388000
	Iteration 85Q: 3 clusters Score -501024.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -501026.937500 Penalty: 840.388000
	Iteration 86Q: 3 clusters Score -501026.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -501029.875000 Penalty: 840.388000
	Iteration 87Q: 3 clusters Score -501029.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -501034.062500 Penalty: 840.388000
	Iteration 88Q: 3 clusters Score -501034.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -501036.250000 Penalty: 840.388000
	Iteration 89Q: 3 clusters Score -501036.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -501037.843750 Penalty: 840.388000
	Iteration 90Q: 3 clusters Score -501037.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -501042.562500 Penalty: 840.388000
	Iteration 91Q: 3 clusters Score -501042.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -501046.875000 Penalty: 840.388000
	Iteration 92Q: 3 clusters Score -501046.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -501052.468750 Penalty: 840.388000
	Iteration 93Q: 3 clusters Score -501052.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -501058.437500 Penalty: 840.388000
	Iteration 94Q: 3 clusters Score -501058.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -501064.375000 Penalty: 840.388000
	Iteration 95Q: 3 clusters Score -501064.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -501073.968750 Penalty: 840.388000
	Iteration 96Q: 3 clusters Score -501074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -501083.687500 Penalty: 840.388000
	Iteration 97Q: 3 clusters Score -501083.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -501094.593750 Penalty: 840.388000
	Iteration 98Q: 3 clusters Score -501094.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -501107.906250 Penalty: 840.388000
	Iteration 99Q: 3 clusters Score -501107.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -501124.625000 Penalty: 840.388000
	Iteration 100F: 3 clusters Score -501124.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -501143.468750 Penalty: 840.388000
	Iteration 101Q: 3 clusters Score -501143.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -501167.375000 Penalty: 840.388000
	Iteration 102Q: 3 clusters Score -501167.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -501192.781250 Penalty: 840.388000
	Iteration 103Q: 3 clusters Score -501192.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -501215.250000 Penalty: 840.388000
	Iteration 104Q: 3 clusters Score -501215.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -501242.156250 Penalty: 840.388000
	Iteration 105Q: 3 clusters Score -501242.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -501270.062500 Penalty: 840.388000
	Iteration 106Q: 3 clusters Score -501270.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -501311.343750 Penalty: 840.388000
	Iteration 107Q: 3 clusters Score -501311.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -501356.031250 Penalty: 840.388000
	Iteration 108Q: 3 clusters Score -501356 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -501409.656250 Penalty: 840.388000
	Iteration 109Q: 3 clusters Score -501409.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -501468.281250 Penalty: 840.388000
	Iteration 110Q: 3 clusters Score -501468.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -501531.500000 Penalty: 840.388000
	Iteration 111Q: 3 clusters Score -501531.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -501588.125000 Penalty: 840.388000
	Iteration 112Q: 3 clusters Score -501588.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -501623.125000 Penalty: 840.388000
	Iteration 113Q: 3 clusters Score -501623.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -501653.468750 Penalty: 840.388000
	Iteration 114Q: 3 clusters Score -501653.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -501684.531250 Penalty: 840.388000
	Iteration 115Q: 3 clusters Score -501684.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -501707.906250 Penalty: 840.388000
	Iteration 116Q: 3 clusters Score -501707.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -501732.843750 Penalty: 840.388000
	Iteration 117Q: 3 clusters Score -501732.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -501760.750000 Penalty: 840.388000
	Iteration 118Q: 3 clusters Score -501760.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -501784.812500 Penalty: 840.388000
	Iteration 119Q: 3 clusters Score -501784.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -501819.968750 Penalty: 840.388000
	Iteration 120F: 3 clusters Score -501820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -501846.375000 Penalty: 840.388000
	Iteration 121Q: 3 clusters Score -501846.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -501858.593750 Penalty: 840.388000
	Iteration 122Q: 3 clusters Score -501858.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -501867.375000 Penalty: 840.388000
	Iteration 123Q: 3 clusters Score -501867.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -501875.718750 Penalty: 840.388000
	Iteration 124Q: 3 clusters Score -501875.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -501881.250000 Penalty: 840.388000
	Iteration 125Q: 3 clusters Score -501881.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -501887.781250 Penalty: 840.388000
	Iteration 126Q: 3 clusters Score -501887.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -501893.468750 Penalty: 840.388000
	Iteration 127Q: 3 clusters Score -501893.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -501900.781250 Penalty: 840.388000
	Iteration 128Q: 3 clusters Score -501900.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -501907.093750 Penalty: 840.388000
	Iteration 129Q: 3 clusters Score -501907.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -501915.312500 Penalty: 840.388000
	Iteration 130Q: 3 clusters Score -501915.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -501926.656250 Penalty: 840.388000
	Iteration 131Q: 3 clusters Score -501926.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -501944.875000 Penalty: 840.388000
	Iteration 132Q: 3 clusters Score -501944.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -501963.281250 Penalty: 840.388000
	Iteration 133Q: 3 clusters Score -501963.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -501982.656250 Penalty: 840.388000
	Iteration 134Q: 3 clusters Score -501982.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -501994.062500 Penalty: 840.388000
	Iteration 135Q: 3 clusters Score -501994.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -502002.125000 Penalty: 840.388000
	Iteration 136Q: 3 clusters Score -502002.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -502007.625000 Penalty: 840.388000
	Iteration 137Q: 3 clusters Score -502007.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -502011.093750 Penalty: 840.388000
	Iteration 138Q: 3 clusters Score -502011.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -502011.375000 Penalty: 840.388000
	Iteration 139Q: 3 clusters Score -502011.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -502044.937500 Penalty: 840.388000
	Iteration 140F: 3 clusters Score -502044.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -502063.406250 Penalty: 840.388000
	Iteration 141Q: 3 clusters Score -502063.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -502068.343750 Penalty: 840.388000
	Iteration 142Q: 3 clusters Score -502068.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -502068.406250 Penalty: 840.388000
	Iteration 143Q: 3 clusters Score -502068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -502070.406250 Penalty: 840.388000
	Iteration 144Q: 3 clusters Score -502070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -502070.031250 Penalty: 840.388000
	Iteration 145Q: 3 clusters Score -502070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -502069.781250 Penalty: 840.388000
	Iteration 146Q: 3 clusters Score -502069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -502071.656250 Penalty: 840.388000
	Iteration 147Q: 3 clusters Score -502071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -502071.375000 Penalty: 840.388000
	Iteration 148Q: 3 clusters Score -502071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -502071.000000 Penalty: 840.388000
	Iteration 149Q: 3 clusters Score -502071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -502071.000000 Penalty: 840.388000
	Iteration 150F: 3 clusters Score -502071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 213114 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 214775 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Entering Unmasked Estep 
Score: -90666712.000000 Penalty: 32967.777344
Splitting cluster 1 changes total score from -90666336.000000 to -90666712.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 2 (98535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Entering Unmasked Estep 
Score: -4726341.500000 Penalty: 523.166626
	Iteration 0F: 2 clusters Score -4726342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -4659832.000000 Penalty: 1046.333252
	Iteration 0F: 3 clusters Score -4659832 nChanged 48084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -4693597.000000 Penalty: 1046.333252
	Iteration 1F: 3 clusters Score -4693597 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -4700974.500000 Penalty: 1046.333252
	Iteration 2F: 3 clusters Score -4700974 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4710929.500000 Penalty: 1046.333252
	Iteration 3F: 3 clusters Score -4710930 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -4719383.500000 Penalty: 1046.333252
	Iteration 4F: 3 clusters Score -4719384 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4723579.000000 Penalty: 1046.333252
	Iteration 5Q: 3 clusters Score -4723579 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4725047.500000 Penalty: 1046.333252
	Iteration 6Q: 3 clusters Score -4725048 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4725573.500000 Penalty: 1046.333252
	Iteration 7Q: 3 clusters Score -4725574 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4725821.500000 Penalty: 1046.333252
	Iteration 8Q: 3 clusters Score -4725822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4725952.500000 Penalty: 1046.333252
	Iteration 9Q: 3 clusters Score -4725952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4726035.000000 Penalty: 1046.333252
	Iteration 10Q: 3 clusters Score -4726035 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4726083.500000 Penalty: 1046.333252
	Iteration 11Q: 3 clusters Score -4726084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4726112.000000 Penalty: 1046.333252
	Iteration 12Q: 3 clusters Score -4726112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97947 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4726138.500000 Penalty: 1046.333252
	Iteration 13Q: 3 clusters Score -4726138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4726153.000000 Penalty: 1046.333252
	Iteration 14Q: 3 clusters Score -4726153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97931 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4726171.000000 Penalty: 1046.333252
	Iteration 15Q: 3 clusters Score -4726171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97927 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4726190.500000 Penalty: 1046.333252
	Iteration 16Q: 3 clusters Score -4726190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97923 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4726203.000000 Penalty: 1046.333252
	Iteration 17Q: 3 clusters Score -4726203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4726207.000000 Penalty: 1046.333252
	Iteration 18Q: 3 clusters Score -4726207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97901 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4726218.000000 Penalty: 1046.333252
	Iteration 19Q: 3 clusters Score -4726218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97893 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4726224.500000 Penalty: 1046.333252
	Iteration 20F: 3 clusters Score -4726224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4726226.000000 Penalty: 1046.333252
	Iteration 21Q: 3 clusters Score -4726226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97881 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4726229.500000 Penalty: 1046.333252
	Iteration 22Q: 3 clusters Score -4726230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4726230.000000 Penalty: 1046.333252
	Iteration 23Q: 3 clusters Score -4726230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4726235.500000 Penalty: 1046.333252
	Iteration 24Q: 3 clusters Score -4726236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4726234.500000 Penalty: 1046.333252
	Iteration 25Q: 3 clusters Score -4726234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4726234.000000 Penalty: 1046.333252
	Iteration 26Q: 3 clusters Score -4726234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4726231.500000 Penalty: 1046.333252
	Iteration 27Q: 3 clusters Score -4726232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4726231.500000 Penalty: 1046.333252
	Iteration 28Q: 3 clusters Score -4726232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4726231.500000 Penalty: 1046.333252
	Iteration 29Q: 3 clusters Score -4726232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4726231.500000 Penalty: 1046.333252
	Iteration 30F: 3 clusters Score -4726232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -70344.304688 Penalty: 332.017639
	Iteration 0F: 2 clusters Score -70344.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -69240.578125 Penalty: 664.035278
	Iteration 0F: 3 clusters Score -69240.58 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -69567.476562 Penalty: 664.035278
	Iteration 1F: 3 clusters Score -69567.48 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -69620.054688 Penalty: 664.035278
	Iteration 2F: 3 clusters Score -69620.05 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -69652.500000 Penalty: 664.035278
	Iteration 3Q: 3 clusters Score -69652.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -69682.765625 Penalty: 664.035278
	Iteration 4Q: 3 clusters Score -69682.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -69711.781250 Penalty: 664.035278
	Iteration 5Q: 3 clusters Score -69711.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -69731.000000 Penalty: 664.035278
	Iteration 6Q: 3 clusters Score -69731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -69746.632812 Penalty: 664.035278
	Iteration 7Q: 3 clusters Score -69746.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -69760.070312 Penalty: 664.035278
	Iteration 8Q: 3 clusters Score -69760.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -69776.046875 Penalty: 664.035278
	Iteration 9Q: 3 clusters Score -69776.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -69795.203125 Penalty: 664.035278
	Iteration 10Q: 3 clusters Score -69795.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -69815.562500 Penalty: 664.035278
	Iteration 11Q: 3 clusters Score -69815.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -69838.453125 Penalty: 664.035278
	Iteration 12Q: 3 clusters Score -69838.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -69862.023438 Penalty: 664.035278
	Iteration 13Q: 3 clusters Score -69862.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -69880.835938 Penalty: 664.035278
	Iteration 14Q: 3 clusters Score -69880.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -69892.789062 Penalty: 664.035278
	Iteration 15Q: 3 clusters Score -69892.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -69900.664062 Penalty: 664.035278
	Iteration 16Q: 3 clusters Score -69900.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -69908.890625 Penalty: 664.035278
	Iteration 17Q: 3 clusters Score -69908.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -69918.109375 Penalty: 664.035278
	Iteration 18Q: 3 clusters Score -69918.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69933.609375 Penalty: 664.035278
	Iteration 19Q: 3 clusters Score -69933.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -69944.000000 Penalty: 664.035278
	Iteration 20F: 3 clusters Score -69944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -69950.187500 Penalty: 664.035278
	Iteration 21Q: 3 clusters Score -69950.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -69956.085938 Penalty: 664.035278
	Iteration 22Q: 3 clusters Score -69956.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -69960.929688 Penalty: 664.035278
	Iteration 23Q: 3 clusters Score -69960.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -69963.960938 Penalty: 664.035278
	Iteration 24Q: 3 clusters Score -69963.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -69969.398438 Penalty: 664.035278
	Iteration 25Q: 3 clusters Score -69969.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -69984.765625 Penalty: 664.035278
	Iteration 26Q: 3 clusters Score -69984.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70000.125000 Penalty: 664.035278
	Iteration 27Q: 3 clusters Score -70000.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70010.859375 Penalty: 664.035278
	Iteration 28Q: 3 clusters Score -70010.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -70021.234375 Penalty: 664.035278
	Iteration 29Q: 3 clusters Score -70021.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -70027.585938 Penalty: 664.035278
	Iteration 30Q: 3 clusters Score -70027.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70034.281250 Penalty: 664.035278
	Iteration 31Q: 3 clusters Score -70034.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70039.039062 Penalty: 664.035278
	Iteration 32Q: 3 clusters Score -70039.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70042.148438 Penalty: 664.035278
	Iteration 33Q: 3 clusters Score -70042.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70044.953125 Penalty: 664.035278
	Iteration 34Q: 3 clusters Score -70044.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70047.765625 Penalty: 664.035278
	Iteration 35Q: 3 clusters Score -70047.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70049.992188 Penalty: 664.035278
	Iteration 36Q: 3 clusters Score -70049.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70051.906250 Penalty: 664.035278
	Iteration 37Q: 3 clusters Score -70051.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70055.304688 Penalty: 664.035278
	Iteration 38Q: 3 clusters Score -70055.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -70056.703125 Penalty: 664.035278
	Iteration 39Q: 3 clusters Score -70056.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70057.242188 Penalty: 664.035278
	Iteration 40F: 3 clusters Score -70057.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70057.312500 Penalty: 664.035278
	Iteration 41Q: 3 clusters Score -70057.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70057.820312 Penalty: 664.035278
	Iteration 42Q: 3 clusters Score -70057.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -70059.117188 Penalty: 664.035278
	Iteration 43Q: 3 clusters Score -70059.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70061.000000 Penalty: 664.035278
	Iteration 44Q: 3 clusters Score -70061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70062.007812 Penalty: 664.035278
	Iteration 45Q: 3 clusters Score -70062.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70062.625000 Penalty: 664.035278
	Iteration 46Q: 3 clusters Score -70062.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70063.523438 Penalty: 664.035278
	Iteration 47Q: 3 clusters Score -70063.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70063.851562 Penalty: 664.035278
	Iteration 48Q: 3 clusters Score -70063.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70064.476562 Penalty: 664.035278
	Iteration 49Q: 3 clusters Score -70064.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70064.804688 Penalty: 664.035278
	Iteration 50Q: 3 clusters Score -70064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70064.968750 Penalty: 664.035278
	Iteration 51Q: 3 clusters Score -70064.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70064.968750 Penalty: 664.035278
	Iteration 52F: 3 clusters Score -70064.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213114 members 
Entering Unmasked Estep 
Score: -10364188.000000 Penalty: 558.265991
	Iteration 0F: 2 clusters Score -1.036419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 106450 members 
Entering Unmasked Estep 
Score: -10226923.000000 Penalty: 1116.531982
	Iteration 0F: 3 clusters Score -1.022692e+07 nChanged 104711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 104125 members 
Entering Unmasked Estep 
Score: -10295206.000000 Penalty: 1116.531982
	Iteration 1F: 3 clusters Score -1.029521e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111426 members 
Mstep: Class 2 contains 101688 members 
Entering Unmasked Estep 
Score: -10302043.000000 Penalty: 1116.531982
	Iteration 2F: 3 clusters Score -1.030204e+07 nChanged 14327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115871 members 
Mstep: Class 2 contains 97243 members 
Entering Unmasked Estep 
Score: -10313348.000000 Penalty: 1116.531982
	Iteration 3F: 3 clusters Score -1.031335e+07 nChanged 17022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121991 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -10329408.000000 Penalty: 1116.531982
	Iteration 4F: 3 clusters Score -1.032941e+07 nChanged 17077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128012 members 
Mstep: Class 2 contains 85102 members 
Entering Unmasked Estep 
Score: -10344743.000000 Penalty: 1116.531982
	Iteration 5F: 3 clusters Score -1.034474e+07 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132392 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -10351910.000000 Penalty: 1116.531982
	Iteration 6F: 3 clusters Score -1.035191e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136208 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -10354838.000000 Penalty: 1116.531982
	Iteration 7Q: 3 clusters Score -1.035484e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140073 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -10356959.000000 Penalty: 1116.531982
	Iteration 8Q: 3 clusters Score -1.035696e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144117 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -10359111.000000 Penalty: 1116.531982
	Iteration 9Q: 3 clusters Score -1.035911e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148165 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -10361324.000000 Penalty: 1116.531982
	Iteration 10Q: 3 clusters Score -1.036132e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151990 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -10363098.000000 Penalty: 1116.531982
	Iteration 11Q: 3 clusters Score -1.03631e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155476 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -10364363.000000 Penalty: 1116.531982
	Iteration 12Q: 3 clusters Score -1.036436e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158681 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -10365415.000000 Penalty: 1116.531982
	Iteration 13Q: 3 clusters Score -1.036542e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161718 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -10366172.000000 Penalty: 1116.531982
	Iteration 14Q: 3 clusters Score -1.036617e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164619 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -10366814.000000 Penalty: 1116.531982
	Iteration 15Q: 3 clusters Score -1.036681e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167410 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -10367377.000000 Penalty: 1116.531982
	Iteration 16Q: 3 clusters Score -1.036738e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169858 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -10367722.000000 Penalty: 1116.531982
	Iteration 17Q: 3 clusters Score -1.036772e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172259 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -10368081.000000 Penalty: 1116.531982
	Iteration 18Q: 3 clusters Score -1.036808e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174468 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -10368368.000000 Penalty: 1116.531982
	Iteration 19Q: 3 clusters Score -1.036837e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176613 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -10368736.000000 Penalty: 1116.531982
	Iteration 20F: 3 clusters Score -1.036874e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178657 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -10368996.000000 Penalty: 1116.531982
	Iteration 21Q: 3 clusters Score -1.0369e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180612 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -10369281.000000 Penalty: 1116.531982
	Iteration 22Q: 3 clusters Score -1.036928e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182515 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -10369522.000000 Penalty: 1116.531982
	Iteration 23Q: 3 clusters Score -1.036952e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184380 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -10369643.000000 Penalty: 1116.531982
	Iteration 24Q: 3 clusters Score -1.036964e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186044 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -10369717.000000 Penalty: 1116.531982
	Iteration 25Q: 3 clusters Score -1.036972e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187560 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -10369816.000000 Penalty: 1116.531982
	Iteration 26Q: 3 clusters Score -1.036982e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188943 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -10369996.000000 Penalty: 1116.531982
	Iteration 27Q: 3 clusters Score -1.037e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190311 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -10370132.000000 Penalty: 1116.531982
	Iteration 28Q: 3 clusters Score -1.037013e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191619 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -10370156.000000 Penalty: 1116.531982
	Iteration 29Q: 3 clusters Score -1.037016e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192844 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -10370196.000000 Penalty: 1116.531982
	Iteration 30Q: 3 clusters Score -1.03702e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194005 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -10370283.000000 Penalty: 1116.531982
	Iteration 31Q: 3 clusters Score -1.037028e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195106 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -10370353.000000 Penalty: 1116.531982
	Iteration 32Q: 3 clusters Score -1.037035e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196086 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -10370317.000000 Penalty: 1116.531982
	Iteration 33Q: 3 clusters Score -1.037032e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196952 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -10370326.000000 Penalty: 1116.531982
	Iteration 34Q: 3 clusters Score -1.037033e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197716 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -10370339.000000 Penalty: 1116.531982
	Iteration 35Q: 3 clusters Score -1.037034e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198426 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -10370341.000000 Penalty: 1116.531982
	Iteration 36Q: 3 clusters Score -1.037034e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199073 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -10370365.000000 Penalty: 1116.531982
	Iteration 37Q: 3 clusters Score -1.037036e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199652 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -10370309.000000 Penalty: 1116.531982
	Iteration 38Q: 3 clusters Score -1.037031e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200189 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -10370315.000000 Penalty: 1116.531982
	Iteration 39Q: 3 clusters Score -1.037032e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200714 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -10370231.000000 Penalty: 1116.531982
	Iteration 40F: 3 clusters Score -1.037023e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201201 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -10370097.000000 Penalty: 1116.531982
	Iteration 41Q: 3 clusters Score -1.03701e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201704 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -10369973.000000 Penalty: 1116.531982
	Iteration 42Q: 3 clusters Score -1.036997e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202182 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -10369839.000000 Penalty: 1116.531982
	Iteration 43Q: 3 clusters Score -1.036984e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202603 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -10369643.000000 Penalty: 1116.531982
	Iteration 44Q: 3 clusters Score -1.036964e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203048 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -10369537.000000 Penalty: 1116.531982
	Iteration 45Q: 3 clusters Score -1.036954e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203495 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -10369411.000000 Penalty: 1116.531982
	Iteration 46Q: 3 clusters Score -1.036941e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203930 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -10369268.000000 Penalty: 1116.531982
	Iteration 47Q: 3 clusters Score -1.036927e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204329 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -10369141.000000 Penalty: 1116.531982
	Iteration 48Q: 3 clusters Score -1.036914e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204720 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -10368982.000000 Penalty: 1116.531982
	Iteration 49Q: 3 clusters Score -1.036898e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205082 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -10368871.000000 Penalty: 1116.531982
	Iteration 50Q: 3 clusters Score -1.036887e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205409 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -10368750.000000 Penalty: 1116.531982
	Iteration 51Q: 3 clusters Score -1.036875e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205769 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -10368598.000000 Penalty: 1116.531982
	Iteration 52Q: 3 clusters Score -1.03686e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206103 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -10368436.000000 Penalty: 1116.531982
	Iteration 53Q: 3 clusters Score -1.036844e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206412 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -10368248.000000 Penalty: 1116.531982
	Iteration 54Q: 3 clusters Score -1.036825e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206682 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -10368073.000000 Penalty: 1116.531982
	Iteration 55Q: 3 clusters Score -1.036807e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206920 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -10367967.000000 Penalty: 1116.531982
	Iteration 56Q: 3 clusters Score -1.036797e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207155 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -10367837.000000 Penalty: 1116.531982
	Iteration 57Q: 3 clusters Score -1.036784e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207411 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -10367690.000000 Penalty: 1116.531982
	Iteration 58Q: 3 clusters Score -1.036769e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207641 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -10367567.000000 Penalty: 1116.531982
	Iteration 59Q: 3 clusters Score -1.036757e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207834 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -10367467.000000 Penalty: 1116.531982
	Iteration 60F: 3 clusters Score -1.036747e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208012 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -10367357.000000 Penalty: 1116.531982
	Iteration 61Q: 3 clusters Score -1.036736e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208186 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -10367252.000000 Penalty: 1116.531982
	Iteration 62Q: 3 clusters Score -1.036725e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208355 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -10367178.000000 Penalty: 1116.531982
	Iteration 63Q: 3 clusters Score -1.036718e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208508 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -10367102.000000 Penalty: 1116.531982
	Iteration 64Q: 3 clusters Score -1.03671e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208688 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -10367020.000000 Penalty: 1116.531982
	Iteration 65Q: 3 clusters Score -1.036702e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208849 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -10366899.000000 Penalty: 1116.531982
	Iteration 66Q: 3 clusters Score -1.03669e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208982 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -10366816.000000 Penalty: 1116.531982
	Iteration 67Q: 3 clusters Score -1.036682e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209115 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -10366737.000000 Penalty: 1116.531982
	Iteration 68Q: 3 clusters Score -1.036674e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209225 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -10366636.000000 Penalty: 1116.531982
	Iteration 69Q: 3 clusters Score -1.036664e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209335 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -10366570.000000 Penalty: 1116.531982
	Iteration 70Q: 3 clusters Score -1.036657e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209428 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -10366495.000000 Penalty: 1116.531982
	Iteration 71Q: 3 clusters Score -1.03665e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209525 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -10366445.000000 Penalty: 1116.531982
	Iteration 72Q: 3 clusters Score -1.036644e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209625 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -10366389.000000 Penalty: 1116.531982
	Iteration 73Q: 3 clusters Score -1.036639e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209720 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -10366341.000000 Penalty: 1116.531982
	Iteration 74Q: 3 clusters Score -1.036634e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209818 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -10366287.000000 Penalty: 1116.531982
	Iteration 75Q: 3 clusters Score -1.036629e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209913 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -10366210.000000 Penalty: 1116.531982
	Iteration 76Q: 3 clusters Score -1.036621e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210012 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -10366123.000000 Penalty: 1116.531982
	Iteration 77Q: 3 clusters Score -1.036612e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210107 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -10366070.000000 Penalty: 1116.531982
	Iteration 78Q: 3 clusters Score -1.036607e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210194 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -10366023.000000 Penalty: 1116.531982
	Iteration 79Q: 3 clusters Score -1.036602e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210277 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -10365968.000000 Penalty: 1116.531982
	Iteration 80F: 3 clusters Score -1.036597e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210365 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -10365890.000000 Penalty: 1116.531982
	Iteration 81Q: 3 clusters Score -1.036589e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210457 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -10365840.000000 Penalty: 1116.531982
	Iteration 82Q: 3 clusters Score -1.036584e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210533 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -10365791.000000 Penalty: 1116.531982
	Iteration 83Q: 3 clusters Score -1.036579e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210606 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -10365730.000000 Penalty: 1116.531982
	Iteration 84Q: 3 clusters Score -1.036573e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210667 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -10365671.000000 Penalty: 1116.531982
	Iteration 85Q: 3 clusters Score -1.036567e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210727 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -10365641.000000 Penalty: 1116.531982
	Iteration 86Q: 3 clusters Score -1.036564e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210779 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -10365577.000000 Penalty: 1116.531982
	Iteration 87Q: 3 clusters Score -1.036558e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210823 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -10365544.000000 Penalty: 1116.531982
	Iteration 88Q: 3 clusters Score -1.036554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210859 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -10365523.000000 Penalty: 1116.531982
	Iteration 89Q: 3 clusters Score -1.036552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210893 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -10365487.000000 Penalty: 1116.531982
	Iteration 90Q: 3 clusters Score -1.036549e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210930 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -10365453.000000 Penalty: 1116.531982
	Iteration 91Q: 3 clusters Score -1.036545e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210967 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -10365421.000000 Penalty: 1116.531982
	Iteration 92Q: 3 clusters Score -1.036542e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211004 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -10365401.000000 Penalty: 1116.531982
	Iteration 93Q: 3 clusters Score -1.03654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211036 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -10365360.000000 Penalty: 1116.531982
	Iteration 94Q: 3 clusters Score -1.036536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211062 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -10365341.000000 Penalty: 1116.531982
	Iteration 95Q: 3 clusters Score -1.036534e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211088 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -10365319.000000 Penalty: 1116.531982
	Iteration 96Q: 3 clusters Score -1.036532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211109 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10365318.000000 Penalty: 1116.531982
	Iteration 97Q: 3 clusters Score -1.036532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211130 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10365306.000000 Penalty: 1116.531982
	Iteration 98Q: 3 clusters Score -1.036531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211145 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -10365305.000000 Penalty: 1116.531982
	Iteration 99Q: 3 clusters Score -1.03653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211160 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -10365292.000000 Penalty: 1116.531982
	Iteration 100F: 3 clusters Score -1.036529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211173 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10365273.000000 Penalty: 1116.531982
	Iteration 101Q: 3 clusters Score -1.036527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211188 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10365255.000000 Penalty: 1116.531982
	Iteration 102Q: 3 clusters Score -1.036526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211208 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -10365233.000000 Penalty: 1116.531982
	Iteration 103Q: 3 clusters Score -1.036523e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211229 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -10365224.000000 Penalty: 1116.531982
	Iteration 104Q: 3 clusters Score -1.036522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211251 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10365185.000000 Penalty: 1116.531982
	Iteration 105Q: 3 clusters Score -1.036518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211271 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -10365182.000000 Penalty: 1116.531982
	Iteration 106Q: 3 clusters Score -1.036518e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211300 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -10365166.000000 Penalty: 1116.531982
	Iteration 107Q: 3 clusters Score -1.036517e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211329 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10365162.000000 Penalty: 1116.531982
	Iteration 108Q: 3 clusters Score -1.036516e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211363 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -10365138.000000 Penalty: 1116.531982
	Iteration 109Q: 3 clusters Score -1.036514e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211397 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10365130.000000 Penalty: 1116.531982
	Iteration 110Q: 3 clusters Score -1.036513e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211439 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10365105.000000 Penalty: 1116.531982
	Iteration 111Q: 3 clusters Score -1.03651e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211483 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -10365089.000000 Penalty: 1116.531982
	Iteration 112Q: 3 clusters Score -1.036509e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211534 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -10365034.000000 Penalty: 1116.531982
	Iteration 113Q: 3 clusters Score -1.036503e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211571 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -10365002.000000 Penalty: 1116.531982
	Iteration 114Q: 3 clusters Score -1.0365e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211610 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10364984.000000 Penalty: 1116.531982
	Iteration 115Q: 3 clusters Score -1.036498e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211643 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -10364945.000000 Penalty: 1116.531982
	Iteration 116Q: 3 clusters Score -1.036494e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211677 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10364919.000000 Penalty: 1116.531982
	Iteration 117Q: 3 clusters Score -1.036492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211706 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10364894.000000 Penalty: 1116.531982
	Iteration 118Q: 3 clusters Score -1.036489e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211730 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -10364880.000000 Penalty: 1116.531982
	Iteration 119Q: 3 clusters Score -1.036488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211753 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10364858.000000 Penalty: 1116.531982
	Iteration 120F: 3 clusters Score -1.036486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211775 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -10364848.000000 Penalty: 1116.531982
	Iteration 121Q: 3 clusters Score -1.036485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211797 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -10364840.000000 Penalty: 1116.531982
	Iteration 122Q: 3 clusters Score -1.036484e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211822 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -10364820.000000 Penalty: 1116.531982
	Iteration 123Q: 3 clusters Score -1.036482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211847 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10364811.000000 Penalty: 1116.531982
	Iteration 124Q: 3 clusters Score -1.036481e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211876 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10364796.000000 Penalty: 1116.531982
	Iteration 125Q: 3 clusters Score -1.03648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211907 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10364769.000000 Penalty: 1116.531982
	Iteration 126Q: 3 clusters Score -1.036477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211939 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -10364752.000000 Penalty: 1116.531982
	Iteration 127Q: 3 clusters Score -1.036475e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211963 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -10364726.000000 Penalty: 1116.531982
	Iteration 128Q: 3 clusters Score -1.036473e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211983 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10364710.000000 Penalty: 1116.531982
	Iteration 129Q: 3 clusters Score -1.036471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212008 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10364694.000000 Penalty: 1116.531982
	Iteration 130Q: 3 clusters Score -1.036469e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212029 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10364683.000000 Penalty: 1116.531982
	Iteration 131Q: 3 clusters Score -1.036468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212055 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10364657.000000 Penalty: 1116.531982
	Iteration 132Q: 3 clusters Score -1.036466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212073 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10364663.000000 Penalty: 1116.531982
	Iteration 133Q: 3 clusters Score -1.036466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212085 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10364648.000000 Penalty: 1116.531982
	Iteration 134Q: 3 clusters Score -1.036465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212095 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10364645.000000 Penalty: 1116.531982
	Iteration 135Q: 3 clusters Score -1.036464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212108 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10364637.000000 Penalty: 1116.531982
	Iteration 136Q: 3 clusters Score -1.036464e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212129 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10364611.000000 Penalty: 1116.531982
	Iteration 137Q: 3 clusters Score -1.036461e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212154 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10364597.000000 Penalty: 1116.531982
	Iteration 138Q: 3 clusters Score -1.03646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212171 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10364576.000000 Penalty: 1116.531982
	Iteration 139Q: 3 clusters Score -1.036458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212186 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10364577.000000 Penalty: 1116.531982
	Iteration 140F: 3 clusters Score -1.036458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212198 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10364559.000000 Penalty: 1116.531982
	Iteration 141Q: 3 clusters Score -1.036456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212203 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10364561.000000 Penalty: 1116.531982
	Iteration 142Q: 3 clusters Score -1.036456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212207 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10364558.000000 Penalty: 1116.531982
	Iteration 143Q: 3 clusters Score -1.036456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212212 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10364553.000000 Penalty: 1116.531982
	Iteration 144Q: 3 clusters Score -1.036455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212219 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10364549.000000 Penalty: 1116.531982
	Iteration 145Q: 3 clusters Score -1.036455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212225 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10364540.000000 Penalty: 1116.531982
	Iteration 146Q: 3 clusters Score -1.036454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212231 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10364534.000000 Penalty: 1116.531982
	Iteration 147Q: 3 clusters Score -1.036453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212235 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10364519.000000 Penalty: 1116.531982
	Iteration 148Q: 3 clusters Score -1.036452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212242 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10364511.000000 Penalty: 1116.531982
	Iteration 149Q: 3 clusters Score -1.036451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212247 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10364504.000000 Penalty: 1116.531982
	Iteration 150Q: 3 clusters Score -1.03645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212250 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10364499.000000 Penalty: 1116.531982
	Iteration 151Q: 3 clusters Score -1.03645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212251 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10364495.000000 Penalty: 1116.531982
	Iteration 152Q: 3 clusters Score -1.03645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212252 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10364496.000000 Penalty: 1116.531982
	Iteration 153Q: 3 clusters Score -1.03645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212256 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10364493.000000 Penalty: 1116.531982
	Iteration 154Q: 3 clusters Score -1.036449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212256 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10364493.000000 Penalty: 1116.531982
	Iteration 155F: 3 clusters Score -1.036449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 133 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 214775 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Entering Unmasked Estep 
Score: -90666728.000000 Penalty: 33627.132812
Splitting cluster 4 changes total score from -90666336.000000 to -90666728.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 5 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -3803.071045 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -3803.071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3687.176514 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -3687.177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -3873.556396 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -3873.556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -3969.759277 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -3969.759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4066.856689 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -4066.857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4136.766113 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -4136.766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4142.405273 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -4142.405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4142.405273 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -4142.405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 642 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 214775 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Entering Unmasked Estep 
Score: -90666640.000000 Penalty: 34286.488281
Splitting cluster 5 changes total score from -90666336.000000 to -90666640.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 6 (21080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Entering Unmasked Estep 
Score: -993583.375000 Penalty: 453.001648
	Iteration 0F: 2 clusters Score -993583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -979430.687500 Penalty: 906.003296
	Iteration 0F: 3 clusters Score -979430.7 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -986010.000000 Penalty: 906.003296
	Iteration 1F: 3 clusters Score -986010 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -986782.000000 Penalty: 906.003296
	Iteration 2F: 3 clusters Score -986782 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -987824.562500 Penalty: 906.003296
	Iteration 3F: 3 clusters Score -987824.6 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -989021.250000 Penalty: 906.003296
	Iteration 4F: 3 clusters Score -989021.2 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -989925.500000 Penalty: 906.003296
	Iteration 5F: 3 clusters Score -989925.5 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -990381.875000 Penalty: 906.003296
	Iteration 6Q: 3 clusters Score -990381.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -990544.250000 Penalty: 906.003296
	Iteration 7Q: 3 clusters Score -990544.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -990624.625000 Penalty: 906.003296
	Iteration 8Q: 3 clusters Score -990624.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -990675.937500 Penalty: 906.003296
	Iteration 9Q: 3 clusters Score -990675.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -990710.437500 Penalty: 906.003296
	Iteration 10Q: 3 clusters Score -990710.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -990741.687500 Penalty: 906.003296
	Iteration 11Q: 3 clusters Score -990741.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -990780.125000 Penalty: 906.003296
	Iteration 12Q: 3 clusters Score -990780.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -990807.375000 Penalty: 906.003296
	Iteration 13Q: 3 clusters Score -990807.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -990832.000000 Penalty: 906.003296
	Iteration 14Q: 3 clusters Score -990832 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -990854.562500 Penalty: 906.003296
	Iteration 15Q: 3 clusters Score -990854.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -990873.312500 Penalty: 906.003296
	Iteration 16Q: 3 clusters Score -990873.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -990894.562500 Penalty: 906.003296
	Iteration 17Q: 3 clusters Score -990894.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -990912.062500 Penalty: 906.003296
	Iteration 18Q: 3 clusters Score -990912.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -990932.312500 Penalty: 906.003296
	Iteration 19Q: 3 clusters Score -990932.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -990952.812500 Penalty: 906.003296
	Iteration 20F: 3 clusters Score -990952.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -990979.312500 Penalty: 906.003296
	Iteration 21Q: 3 clusters Score -990979.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -990995.875000 Penalty: 906.003296
	Iteration 22Q: 3 clusters Score -990995.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -991008.250000 Penalty: 906.003296
	Iteration 23Q: 3 clusters Score -991008.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -991024.000000 Penalty: 906.003296
	Iteration 24Q: 3 clusters Score -991024 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -991041.375000 Penalty: 906.003296
	Iteration 25Q: 3 clusters Score -991041.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -991060.000000 Penalty: 906.003296
	Iteration 26Q: 3 clusters Score -991060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -991084.250000 Penalty: 906.003296
	Iteration 27Q: 3 clusters Score -991084.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -991109.250000 Penalty: 906.003296
	Iteration 28Q: 3 clusters Score -991109.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -991128.062500 Penalty: 906.003296
	Iteration 29Q: 3 clusters Score -991128.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -991143.625000 Penalty: 906.003296
	Iteration 30Q: 3 clusters Score -991143.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -991166.312500 Penalty: 906.003296
	Iteration 31Q: 3 clusters Score -991166.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -991186.875000 Penalty: 906.003296
	Iteration 32Q: 3 clusters Score -991186.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -991210.187500 Penalty: 906.003296
	Iteration 33Q: 3 clusters Score -991210.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -991239.375000 Penalty: 906.003296
	Iteration 34Q: 3 clusters Score -991239.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -991261.125000 Penalty: 906.003296
	Iteration 35Q: 3 clusters Score -991261.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -991281.250000 Penalty: 906.003296
	Iteration 36Q: 3 clusters Score -991281.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -991295.562500 Penalty: 906.003296
	Iteration 37Q: 3 clusters Score -991295.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -991313.062500 Penalty: 906.003296
	Iteration 38Q: 3 clusters Score -991313.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -991326.500000 Penalty: 906.003296
	Iteration 39Q: 3 clusters Score -991326.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -991350.312500 Penalty: 906.003296
	Iteration 40F: 3 clusters Score -991350.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -991365.500000 Penalty: 906.003296
	Iteration 41Q: 3 clusters Score -991365.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -991377.625000 Penalty: 906.003296
	Iteration 42Q: 3 clusters Score -991377.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -991391.875000 Penalty: 906.003296
	Iteration 43Q: 3 clusters Score -991391.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -991416.312500 Penalty: 906.003296
	Iteration 44Q: 3 clusters Score -991416.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -991433.812500 Penalty: 906.003296
	Iteration 45Q: 3 clusters Score -991433.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -991460.062500 Penalty: 906.003296
	Iteration 46Q: 3 clusters Score -991460.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -991483.125000 Penalty: 906.003296
	Iteration 47Q: 3 clusters Score -991483.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -991503.937500 Penalty: 906.003296
	Iteration 48Q: 3 clusters Score -991503.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -991526.562500 Penalty: 906.003296
	Iteration 49Q: 3 clusters Score -991526.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -991552.437500 Penalty: 906.003296
	Iteration 50Q: 3 clusters Score -991552.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -991579.625000 Penalty: 906.003296
	Iteration 51Q: 3 clusters Score -991579.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -991606.937500 Penalty: 906.003296
	Iteration 52Q: 3 clusters Score -991606.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -991647.750000 Penalty: 906.003296
	Iteration 53Q: 3 clusters Score -991647.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -991686.562500 Penalty: 906.003296
	Iteration 54Q: 3 clusters Score -991686.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -991729.187500 Penalty: 906.003296
	Iteration 55Q: 3 clusters Score -991729.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -991778.375000 Penalty: 906.003296
	Iteration 56Q: 3 clusters Score -991778.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -991842.437500 Penalty: 906.003296
	Iteration 57Q: 3 clusters Score -991842.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -991912.250000 Penalty: 906.003296
	Iteration 58Q: 3 clusters Score -991912.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -991983.437500 Penalty: 906.003296
	Iteration 59Q: 3 clusters Score -991983.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -992083.187500 Penalty: 906.003296
	Iteration 60F: 3 clusters Score -992083.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -992175.125000 Penalty: 906.003296
	Iteration 61Q: 3 clusters Score -992175.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -992269.187500 Penalty: 906.003296
	Iteration 62Q: 3 clusters Score -992269.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -992375.250000 Penalty: 906.003296
	Iteration 63Q: 3 clusters Score -992375.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -992470.875000 Penalty: 906.003296
	Iteration 64Q: 3 clusters Score -992470.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -992555.687500 Penalty: 906.003296
	Iteration 65Q: 3 clusters Score -992555.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -992633.937500 Penalty: 906.003296
	Iteration 66Q: 3 clusters Score -992633.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -992701.625000 Penalty: 906.003296
	Iteration 67Q: 3 clusters Score -992701.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -992771.625000 Penalty: 906.003296
	Iteration 68Q: 3 clusters Score -992771.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -992852.812500 Penalty: 906.003296
	Iteration 69Q: 3 clusters Score -992852.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -992921.437500 Penalty: 906.003296
	Iteration 70Q: 3 clusters Score -992921.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -992965.812500 Penalty: 906.003296
	Iteration 71Q: 3 clusters Score -992965.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -993009.562500 Penalty: 906.003296
	Iteration 72Q: 3 clusters Score -993009.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -993048.937500 Penalty: 906.003296
	Iteration 73Q: 3 clusters Score -993048.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -993084.875000 Penalty: 906.003296
	Iteration 74Q: 3 clusters Score -993084.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -993138.500000 Penalty: 906.003296
	Iteration 75Q: 3 clusters Score -993138.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -993182.187500 Penalty: 906.003296
	Iteration 76Q: 3 clusters Score -993182.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -993217.875000 Penalty: 906.003296
	Iteration 77Q: 3 clusters Score -993217.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -993249.000000 Penalty: 906.003296
	Iteration 78Q: 3 clusters Score -993249 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -993271.437500 Penalty: 906.003296
	Iteration 79Q: 3 clusters Score -993271.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -993290.937500 Penalty: 906.003296
	Iteration 80F: 3 clusters Score -993290.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -993311.250000 Penalty: 906.003296
	Iteration 81Q: 3 clusters Score -993311.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -993329.687500 Penalty: 906.003296
	Iteration 82Q: 3 clusters Score -993329.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -993343.187500 Penalty: 906.003296
	Iteration 83Q: 3 clusters Score -993343.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -993351.875000 Penalty: 906.003296
	Iteration 84Q: 3 clusters Score -993351.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -993364.312500 Penalty: 906.003296
	Iteration 85Q: 3 clusters Score -993364.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -993368.937500 Penalty: 906.003296
	Iteration 86Q: 3 clusters Score -993368.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -993381.125000 Penalty: 906.003296
	Iteration 87Q: 3 clusters Score -993381.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -993387.312500 Penalty: 906.003296
	Iteration 88Q: 3 clusters Score -993387.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -993390.875000 Penalty: 906.003296
	Iteration 89Q: 3 clusters Score -993390.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -993394.875000 Penalty: 906.003296
	Iteration 90Q: 3 clusters Score -993394.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -993402.812500 Penalty: 906.003296
	Iteration 91Q: 3 clusters Score -993402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -993407.125000 Penalty: 906.003296
	Iteration 92Q: 3 clusters Score -993407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -993406.500000 Penalty: 906.003296
	Iteration 93Q: 3 clusters Score -993406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -993406.375000 Penalty: 906.003296
	Iteration 94Q: 3 clusters Score -993406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -993409.062500 Penalty: 906.003296
	Iteration 95Q: 3 clusters Score -993409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -993410.250000 Penalty: 906.003296
	Iteration 96Q: 3 clusters Score -993410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -993412.687500 Penalty: 906.003296
	Iteration 97Q: 3 clusters Score -993412.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -993414.437500 Penalty: 906.003296
	Iteration 98Q: 3 clusters Score -993414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -993417.875000 Penalty: 906.003296
	Iteration 99Q: 3 clusters Score -993417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -993417.500000 Penalty: 906.003296
	Iteration 100F: 3 clusters Score -993417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -993419.437500 Penalty: 906.003296
	Iteration 101Q: 3 clusters Score -993419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -993420.375000 Penalty: 906.003296
	Iteration 102Q: 3 clusters Score -993420.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -993421.625000 Penalty: 906.003296
	Iteration 103Q: 3 clusters Score -993421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -993422.562500 Penalty: 906.003296
	Iteration 104Q: 3 clusters Score -993422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -993422.062500 Penalty: 906.003296
	Iteration 105Q: 3 clusters Score -993422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -993422.687500 Penalty: 906.003296
	Iteration 106Q: 3 clusters Score -993422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -993422.000000 Penalty: 906.003296
	Iteration 107Q: 3 clusters Score -993422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -993422.250000 Penalty: 906.003296
	Iteration 108Q: 3 clusters Score -993422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -993422.250000 Penalty: 906.003296
	Iteration 109F: 3 clusters Score -993422.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -29117.826172 Penalty: 294.138763
	Iteration 0F: 2 clusters Score -29117.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -28596.177734 Penalty: 588.277527
	Iteration 0F: 3 clusters Score -28596.18 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29157.644531 Penalty: 588.277527
	Iteration 1F: 3 clusters Score -29157.64 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29510.955078 Penalty: 588.277527
	Iteration 2F: 3 clusters Score -29510.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29606.867188 Penalty: 588.277527
	Iteration 3F: 3 clusters Score -29606.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29643.558594 Penalty: 588.277527
	Iteration 4Q: 3 clusters Score -29643.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29672.214844 Penalty: 588.277527
	Iteration 5Q: 3 clusters Score -29672.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29713.175781 Penalty: 588.277527
	Iteration 6Q: 3 clusters Score -29713.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29766.484375 Penalty: 588.277527
	Iteration 7Q: 3 clusters Score -29766.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29775.806641 Penalty: 588.277527
	Iteration 8Q: 3 clusters Score -29775.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29780.648438 Penalty: 588.277527
	Iteration 9Q: 3 clusters Score -29780.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29784.564453 Penalty: 588.277527
	Iteration 10Q: 3 clusters Score -29784.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29789.970703 Penalty: 588.277527
	Iteration 11Q: 3 clusters Score -29789.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29792.164062 Penalty: 588.277527
	Iteration 12Q: 3 clusters Score -29792.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29793.548828 Penalty: 588.277527
	Iteration 13Q: 3 clusters Score -29793.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29794.843750 Penalty: 588.277527
	Iteration 14Q: 3 clusters Score -29794.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29795.531250 Penalty: 588.277527
	Iteration 15Q: 3 clusters Score -29795.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29795.531250 Penalty: 588.277527
	Iteration 16F: 3 clusters Score -29795.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 214775 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Entering Unmasked Estep 
Score: -90666432.000000 Penalty: 34945.843750
Splitting cluster 7 changes total score from -90666336.000000 to -90666432.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 8 (82729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Entering Unmasked Estep 
Score: -4243322.500000 Penalty: 515.211304
	Iteration 0F: 2 clusters Score -4243322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -4187461.750000 Penalty: 1030.422607
	Iteration 0F: 3 clusters Score -4187462 nChanged 40421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -4211205.000000 Penalty: 1030.422607
	Iteration 1F: 3 clusters Score -4211205 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -4211921.000000 Penalty: 1030.422607
	Iteration 2Q: 3 clusters Score -4211921 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -4212697.000000 Penalty: 1030.422607
	Iteration 3Q: 3 clusters Score -4212697 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -4213601.000000 Penalty: 1030.422607
	Iteration 4Q: 3 clusters Score -4213601 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -4214609.500000 Penalty: 1030.422607
	Iteration 5Q: 3 clusters Score -4214610 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -4215851.500000 Penalty: 1030.422607
	Iteration 6Q: 3 clusters Score -4215852 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -4217504.000000 Penalty: 1030.422607
	Iteration 7Q: 3 clusters Score -4217504 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -4219601.000000 Penalty: 1030.422607
	Iteration 8Q: 3 clusters Score -4219601 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -4222374.500000 Penalty: 1030.422607
	Iteration 9F: 3 clusters Score -4222374 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -4225441.500000 Penalty: 1030.422607
	Iteration 10F: 3 clusters Score -4225442 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -4227574.000000 Penalty: 1030.422607
	Iteration 11F: 3 clusters Score -4227574 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -4228477.000000 Penalty: 1030.422607
	Iteration 12Q: 3 clusters Score -4228477 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -4228819.000000 Penalty: 1030.422607
	Iteration 13Q: 3 clusters Score -4228819 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -4229125.500000 Penalty: 1030.422607
	Iteration 14Q: 3 clusters Score -4229126 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -4229402.500000 Penalty: 1030.422607
	Iteration 15Q: 3 clusters Score -4229402 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -4229757.000000 Penalty: 1030.422607
	Iteration 16Q: 3 clusters Score -4229757 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -4230245.500000 Penalty: 1030.422607
	Iteration 17Q: 3 clusters Score -4230246 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -4230818.500000 Penalty: 1030.422607
	Iteration 18Q: 3 clusters Score -4230818 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -4231534.000000 Penalty: 1030.422607
	Iteration 19Q: 3 clusters Score -4231534 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -4232399.000000 Penalty: 1030.422607
	Iteration 20F: 3 clusters Score -4232399 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -4233356.500000 Penalty: 1030.422607
	Iteration 21Q: 3 clusters Score -4233356 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -4234424.000000 Penalty: 1030.422607
	Iteration 22Q: 3 clusters Score -4234424 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -4235417.000000 Penalty: 1030.422607
	Iteration 23Q: 3 clusters Score -4235417 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -4236344.500000 Penalty: 1030.422607
	Iteration 24Q: 3 clusters Score -4236344 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -4237073.500000 Penalty: 1030.422607
	Iteration 25Q: 3 clusters Score -4237074 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -4237639.500000 Penalty: 1030.422607
	Iteration 26Q: 3 clusters Score -4237640 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -4238064.500000 Penalty: 1030.422607
	Iteration 27Q: 3 clusters Score -4238064 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -4238365.000000 Penalty: 1030.422607
	Iteration 28Q: 3 clusters Score -4238365 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -4238612.500000 Penalty: 1030.422607
	Iteration 29Q: 3 clusters Score -4238612 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -4238758.000000 Penalty: 1030.422607
	Iteration 30Q: 3 clusters Score -4238758 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -4238857.000000 Penalty: 1030.422607
	Iteration 31Q: 3 clusters Score -4238857 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -4238977.000000 Penalty: 1030.422607
	Iteration 32Q: 3 clusters Score -4238977 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -4239048.500000 Penalty: 1030.422607
	Iteration 33Q: 3 clusters Score -4239048 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -4239122.500000 Penalty: 1030.422607
	Iteration 34Q: 3 clusters Score -4239122 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -4239182.500000 Penalty: 1030.422607
	Iteration 35Q: 3 clusters Score -4239182 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -4239231.000000 Penalty: 1030.422607
	Iteration 36Q: 3 clusters Score -4239231 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -4239294.000000 Penalty: 1030.422607
	Iteration 37Q: 3 clusters Score -4239294 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -4239355.000000 Penalty: 1030.422607
	Iteration 38Q: 3 clusters Score -4239355 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -4239409.000000 Penalty: 1030.422607
	Iteration 39Q: 3 clusters Score -4239409 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -4239487.500000 Penalty: 1030.422607
	Iteration 40F: 3 clusters Score -4239488 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -4239528.000000 Penalty: 1030.422607
	Iteration 41Q: 3 clusters Score -4239528 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -4239561.500000 Penalty: 1030.422607
	Iteration 42Q: 3 clusters Score -4239562 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -4239589.500000 Penalty: 1030.422607
	Iteration 43Q: 3 clusters Score -4239590 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -4239635.000000 Penalty: 1030.422607
	Iteration 44Q: 3 clusters Score -4239635 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -4239689.500000 Penalty: 1030.422607
	Iteration 45Q: 3 clusters Score -4239690 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -4239739.000000 Penalty: 1030.422607
	Iteration 46Q: 3 clusters Score -4239739 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -4239795.500000 Penalty: 1030.422607
	Iteration 47Q: 3 clusters Score -4239796 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -4239823.000000 Penalty: 1030.422607
	Iteration 48Q: 3 clusters Score -4239823 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -4239887.500000 Penalty: 1030.422607
	Iteration 49Q: 3 clusters Score -4239888 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -4239960.000000 Penalty: 1030.422607
	Iteration 50Q: 3 clusters Score -4239960 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -4240037.000000 Penalty: 1030.422607
	Iteration 51Q: 3 clusters Score -4240037 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -4240099.000000 Penalty: 1030.422607
	Iteration 52Q: 3 clusters Score -4240099 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -4240167.000000 Penalty: 1030.422607
	Iteration 53Q: 3 clusters Score -4240167 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -4240214.000000 Penalty: 1030.422607
	Iteration 54Q: 3 clusters Score -4240214 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -4240272.500000 Penalty: 1030.422607
	Iteration 55Q: 3 clusters Score -4240272 nChanged 387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 63032 members 
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Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 63432 members 
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Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 63806 members 
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Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 64595 members 
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Mstep: Class 2 contains 65474 members 
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Mstep: Class 2 contains 66352 members 
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Mstep: Class 1 contains 15944 members 
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Mstep: Class 2 contains 67221 members 
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Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 67676 members 
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Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 68063 members 
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Mstep: Class 2 contains 68395 members 
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Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 68735 members 
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Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 69080 members 
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Mstep: Class 2 contains 69717 members 
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Mstep: Class 1 contains 12727 members 
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	Iteration 100F: 3 clusters Score -4242231 nChanged 191
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	Iteration 120F: 3 clusters Score -4242651 nChanged 108
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	Iteration 135Q: 3 clusters Score -4242835 nChanged 63
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	Iteration 140F: 3 clusters Score -4242888 nChanged 47
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	Iteration 145Q: 3 clusters Score -4242909 nChanged 31
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	Iteration 146Q: 3 clusters Score -4242918 nChanged 32
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	Iteration 147Q: 3 clusters Score -4242922 nChanged 36
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	Iteration 148Q: 3 clusters Score -4242921 nChanged 35
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Score: -4242928.000000 Penalty: 1030.422607
	Iteration 149Q: 3 clusters Score -4242928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -4242932.000000 Penalty: 1030.422607
	Iteration 150Q: 3 clusters Score -4242932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -4242926.500000 Penalty: 1030.422607
	Iteration 151Q: 3 clusters Score -4242926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -4242937.000000 Penalty: 1030.422607
	Iteration 152Q: 3 clusters Score -4242937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 80970 members 
Entering Unmasked Estep 
Score: -4242942.000000 Penalty: 1030.422607
	Iteration 153Q: 3 clusters Score -4242942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -4242940.500000 Penalty: 1030.422607
	Iteration 154Q: 3 clusters Score -4242940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -4242945.500000 Penalty: 1030.422607
	Iteration 155Q: 3 clusters Score -4242946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -4242952.000000 Penalty: 1030.422607
	Iteration 156Q: 3 clusters Score -4242952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -4242952.000000 Penalty: 1030.422607
	Iteration 157Q: 3 clusters Score -4242952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -4242955.000000 Penalty: 1030.422607
	Iteration 158Q: 3 clusters Score -4242955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -4242960.000000 Penalty: 1030.422607
	Iteration 159Q: 3 clusters Score -4242960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -4242962.000000 Penalty: 1030.422607
	Iteration 160F: 3 clusters Score -4242962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -4242964.000000 Penalty: 1030.422607
	Iteration 161Q: 3 clusters Score -4242964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -4242961.500000 Penalty: 1030.422607
	Iteration 162Q: 3 clusters Score -4242962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -4242964.500000 Penalty: 1030.422607
	Iteration 163Q: 3 clusters Score -4242964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 81148 members 
Entering Unmasked Estep 
Score: -4242967.500000 Penalty: 1030.422607
	Iteration 164Q: 3 clusters Score -4242968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -4242962.500000 Penalty: 1030.422607
	Iteration 165Q: 3 clusters Score -4242962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -4242963.500000 Penalty: 1030.422607
	Iteration 166Q: 3 clusters Score -4242964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 81170 members 
Entering Unmasked Estep 
Score: -4242959.000000 Penalty: 1030.422607
	Iteration 167Q: 3 clusters Score -4242959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -4242962.500000 Penalty: 1030.422607
	Iteration 168Q: 3 clusters Score -4242962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 81183 members 
Entering Unmasked Estep 
Score: -4242961.500000 Penalty: 1030.422607
	Iteration 169Q: 3 clusters Score -4242962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -4242963.500000 Penalty: 1030.422607
	Iteration 170Q: 3 clusters Score -4242964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -4242960.500000 Penalty: 1030.422607
	Iteration 171Q: 3 clusters Score -4242960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -4242965.500000 Penalty: 1030.422607
	Iteration 172Q: 3 clusters Score -4242966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -4242967.000000 Penalty: 1030.422607
	Iteration 173Q: 3 clusters Score -4242967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 81235 members 
Entering Unmasked Estep 
Score: -4242964.500000 Penalty: 1030.422607
	Iteration 174Q: 3 clusters Score -4242964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -4242964.500000 Penalty: 1030.422607
	Iteration 175Q: 3 clusters Score -4242964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -4242965.500000 Penalty: 1030.422607
	Iteration 176Q: 3 clusters Score -4242966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -4242964.000000 Penalty: 1030.422607
	Iteration 177Q: 3 clusters Score -4242964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -4242963.000000 Penalty: 1030.422607
	Iteration 178Q: 3 clusters Score -4242963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -4242963.500000 Penalty: 1030.422607
	Iteration 179Q: 3 clusters Score -4242964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -4242965.500000 Penalty: 1030.422607
	Iteration 180F: 3 clusters Score -4242966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -4242967.000000 Penalty: 1030.422607
	Iteration 181Q: 3 clusters Score -4242967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -4242968.500000 Penalty: 1030.422607
	Iteration 182Q: 3 clusters Score -4242968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -4242963.000000 Penalty: 1030.422607
	Iteration 183Q: 3 clusters Score -4242963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -4242962.000000 Penalty: 1030.422607
	Iteration 184Q: 3 clusters Score -4242962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -4242966.000000 Penalty: 1030.422607
	Iteration 185Q: 3 clusters Score -4242966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -4242971.000000 Penalty: 1030.422607
	Iteration 186Q: 3 clusters Score -4242971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -4242981.000000 Penalty: 1030.422607
	Iteration 187Q: 3 clusters Score -4242981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -4242984.500000 Penalty: 1030.422607
	Iteration 188Q: 3 clusters Score -4242984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -4242980.500000 Penalty: 1030.422607
	Iteration 189Q: 3 clusters Score -4242980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -4242981.000000 Penalty: 1030.422607
	Iteration 190Q: 3 clusters Score -4242981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -4242985.500000 Penalty: 1030.422607
	Iteration 191Q: 3 clusters Score -4242986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -4242987.500000 Penalty: 1030.422607
	Iteration 192Q: 3 clusters Score -4242988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -4242986.000000 Penalty: 1030.422607
	Iteration 193Q: 3 clusters Score -4242986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -4242989.500000 Penalty: 1030.422607
	Iteration 194Q: 3 clusters Score -4242990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -4242986.000000 Penalty: 1030.422607
	Iteration 195Q: 3 clusters Score -4242986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -4242993.500000 Penalty: 1030.422607
	Iteration 196Q: 3 clusters Score -4242994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 81408 members 
Entering Unmasked Estep 
Score: -4242993.500000 Penalty: 1030.422607
	Iteration 197Q: 3 clusters Score -4242994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -4242998.000000 Penalty: 1030.422607
	Iteration 198Q: 3 clusters Score -4242998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -4242999.500000 Penalty: 1030.422607
	Iteration 199Q: 3 clusters Score -4243000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -4243002.500000 Penalty: 1030.422607
	Iteration 200F: 3 clusters Score -4243002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -4243003.000000 Penalty: 1030.422607
	Iteration 201Q: 3 clusters Score -4243003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -4243000.000000 Penalty: 1030.422607
	Iteration 202Q: 3 clusters Score -4243000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -4243000.500000 Penalty: 1030.422607
	Iteration 203Q: 3 clusters Score -4243000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 81425 members 
Entering Unmasked Estep 
Score: -4243001.500000 Penalty: 1030.422607
	Iteration 204Q: 3 clusters Score -4243002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -4242999.000000 Penalty: 1030.422607
	Iteration 205Q: 3 clusters Score -4242999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -4242999.000000 Penalty: 1030.422607
	Iteration 206Q: 3 clusters Score -4242999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -4242998.000000 Penalty: 1030.422607
	Iteration 207Q: 3 clusters Score -4242998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -4242997.500000 Penalty: 1030.422607
	Iteration 208Q: 3 clusters Score -4242998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -4242999.000000 Penalty: 1030.422607
	Iteration 209Q: 3 clusters Score -4242999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -4243002.500000 Penalty: 1030.422607
	Iteration 210Q: 3 clusters Score -4243002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -4242999.500000 Penalty: 1030.422607
	Iteration 211Q: 3 clusters Score -4243000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -4242997.000000 Penalty: 1030.422607
	Iteration 212Q: 3 clusters Score -4242997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -4242997.500000 Penalty: 1030.422607
	Iteration 213Q: 3 clusters Score -4242998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -4242997.500000 Penalty: 1030.422607
	Iteration 214F: 3 clusters Score -4242998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Entering Unmasked Estep 
Score: -4568548.500000 Penalty: 520.983521
	Iteration 0F: 2 clusters Score -4568548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -4504905.000000 Penalty: 1041.967041
	Iteration 0F: 3 clusters Score -4504905 nChanged 45877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -4532672.000000 Penalty: 1041.967041
	Iteration 1F: 3 clusters Score -4532672 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -4533377.000000 Penalty: 1041.967041
	Iteration 2Q: 3 clusters Score -4533377 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -4534268.000000 Penalty: 1041.967041
	Iteration 3Q: 3 clusters Score -4534268 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -4535455.500000 Penalty: 1041.967041
	Iteration 4Q: 3 clusters Score -4535456 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -4537320.000000 Penalty: 1041.967041
	Iteration 5Q: 3 clusters Score -4537320 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4540197.500000 Penalty: 1041.967041
	Iteration 6F: 3 clusters Score -4540198 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -4544705.500000 Penalty: 1041.967041
	Iteration 7F: 3 clusters Score -4544706 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4550721.000000 Penalty: 1041.967041
	Iteration 8F: 3 clusters Score -4550721 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4556865.000000 Penalty: 1041.967041
	Iteration 9F: 3 clusters Score -4556865 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4561437.000000 Penalty: 1041.967041
	Iteration 10Q: 3 clusters Score -4561437 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -4564152.500000 Penalty: 1041.967041
	Iteration 11Q: 3 clusters Score -4564152 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -4565686.000000 Penalty: 1041.967041
	Iteration 12Q: 3 clusters Score -4565686 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4566653.500000 Penalty: 1041.967041
	Iteration 13Q: 3 clusters Score -4566654 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92044 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4567226.500000 Penalty: 1041.967041
	Iteration 14Q: 3 clusters Score -4567226 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92500 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4567565.000000 Penalty: 1041.967041
	Iteration 15Q: 3 clusters Score -4567565 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4567759.500000 Penalty: 1041.967041
	Iteration 16Q: 3 clusters Score -4567760 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4567883.500000 Penalty: 1041.967041
	Iteration 17Q: 3 clusters Score -4567884 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93175 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4567940.000000 Penalty: 1041.967041
	Iteration 18Q: 3 clusters Score -4567940 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4567979.000000 Penalty: 1041.967041
	Iteration 19Q: 3 clusters Score -4567979 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4568027.000000 Penalty: 1041.967041
	Iteration 20F: 3 clusters Score -4568027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93416 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4568053.000000 Penalty: 1041.967041
	Iteration 21Q: 3 clusters Score -4568053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4568079.500000 Penalty: 1041.967041
	Iteration 22Q: 3 clusters Score -4568080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4568084.500000 Penalty: 1041.967041
	Iteration 23Q: 3 clusters Score -4568084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4568088.000000 Penalty: 1041.967041
	Iteration 24Q: 3 clusters Score -4568088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4568092.500000 Penalty: 1041.967041
	Iteration 25Q: 3 clusters Score -4568092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4568098.000000 Penalty: 1041.967041
	Iteration 26Q: 3 clusters Score -4568098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4568099.500000 Penalty: 1041.967041
	Iteration 27Q: 3 clusters Score -4568100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4568102.000000 Penalty: 1041.967041
	Iteration 28Q: 3 clusters Score -4568102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4568104.500000 Penalty: 1041.967041
	Iteration 29Q: 3 clusters Score -4568104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93574 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4568106.000000 Penalty: 1041.967041
	Iteration 30Q: 3 clusters Score -4568106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4568110.500000 Penalty: 1041.967041
	Iteration 31Q: 3 clusters Score -4568110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4568111.000000 Penalty: 1041.967041
	Iteration 32Q: 3 clusters Score -4568111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4568121.000000 Penalty: 1041.967041
	Iteration 33Q: 3 clusters Score -4568121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93599 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4568122.000000 Penalty: 1041.967041
	Iteration 34Q: 3 clusters Score -4568122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4568119.000000 Penalty: 1041.967041
	Iteration 35Q: 3 clusters Score -4568119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4568121.500000 Penalty: 1041.967041
	Iteration 36Q: 3 clusters Score -4568122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4568119.000000 Penalty: 1041.967041
	Iteration 37Q: 3 clusters Score -4568119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4568118.500000 Penalty: 1041.967041
	Iteration 38Q: 3 clusters Score -4568118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4568122.500000 Penalty: 1041.967041
	Iteration 39Q: 3 clusters Score -4568122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4568124.500000 Penalty: 1041.967041
	Iteration 40F: 3 clusters Score -4568124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4568123.000000 Penalty: 1041.967041
	Iteration 41Q: 3 clusters Score -4568123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4568126.500000 Penalty: 1041.967041
	Iteration 42Q: 3 clusters Score -4568126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4568126.500000 Penalty: 1041.967041
	Iteration 43F: 3 clusters Score -4568126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Entering Unmasked Estep 
Score: -336647.281250 Penalty: 402.932678
	Iteration 0F: 2 clusters Score -336647.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -331962.406250 Penalty: 805.865356
	Iteration 0F: 3 clusters Score -331962.4 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -333847.062500 Penalty: 805.865356
	Iteration 1F: 3 clusters Score -333847.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -334205.968750 Penalty: 805.865356
	Iteration 2F: 3 clusters Score -334206 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -334649.875000 Penalty: 805.865356
	Iteration 3F: 3 clusters Score -334649.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -335064.343750 Penalty: 805.865356
	Iteration 4F: 3 clusters Score -335064.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -335434.875000 Penalty: 805.865356
	Iteration 5F: 3 clusters Score -335434.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -335750.593750 Penalty: 805.865356
	Iteration 6F: 3 clusters Score -335750.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -335989.156250 Penalty: 805.865356
	Iteration 7Q: 3 clusters Score -335989.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -336129.500000 Penalty: 805.865356
	Iteration 8Q: 3 clusters Score -336129.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -336202.406250 Penalty: 805.865356
	Iteration 9Q: 3 clusters Score -336202.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -336240.562500 Penalty: 805.865356
	Iteration 10Q: 3 clusters Score -336240.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -336266.125000 Penalty: 805.865356
	Iteration 11Q: 3 clusters Score -336266.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -336287.093750 Penalty: 805.865356
	Iteration 12Q: 3 clusters Score -336287.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -336302.625000 Penalty: 805.865356
	Iteration 13Q: 3 clusters Score -336302.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -336317.968750 Penalty: 805.865356
	Iteration 14Q: 3 clusters Score -336318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -336331.812500 Penalty: 805.865356
	Iteration 15Q: 3 clusters Score -336331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -336332.500000 Penalty: 805.865356
	Iteration 16Q: 3 clusters Score -336332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -336336.718750 Penalty: 805.865356
	Iteration 17Q: 3 clusters Score -336336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -336338.343750 Penalty: 805.865356
	Iteration 18Q: 3 clusters Score -336338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -336342.281250 Penalty: 805.865356
	Iteration 19Q: 3 clusters Score -336342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -336344.250000 Penalty: 805.865356
	Iteration 20F: 3 clusters Score -336344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -336345.562500 Penalty: 805.865356
	Iteration 21Q: 3 clusters Score -336345.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -336347.937500 Penalty: 805.865356
	Iteration 22Q: 3 clusters Score -336347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -336348.625000 Penalty: 805.865356
	Iteration 23Q: 3 clusters Score -336348.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -336349.437500 Penalty: 805.865356
	Iteration 24Q: 3 clusters Score -336349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -336349.437500 Penalty: 805.865356
	Iteration 25F: 3 clusters Score -336349.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -94088.765625 Penalty: 343.650665
	Iteration 0F: 2 clusters Score -94088.77 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 931 members 
Entering Unmasked Estep 
Score: -92726.359375 Penalty: 687.301331
	Iteration 0F: 3 clusters Score -92726.36 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -93131.359375 Penalty: 687.301331
	Iteration 1F: 3 clusters Score -93131.36 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -93180.679688 Penalty: 687.301331
	Iteration 2F: 3 clusters Score -93180.68 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -93227.539062 Penalty: 687.301331
	Iteration 3Q: 3 clusters Score -93227.54 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -93271.125000 Penalty: 687.301331
	Iteration 4Q: 3 clusters Score -93271.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -93305.898438 Penalty: 687.301331
	Iteration 5Q: 3 clusters Score -93305.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -93333.726562 Penalty: 687.301331
	Iteration 6Q: 3 clusters Score -93333.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -93359.289062 Penalty: 687.301331
	Iteration 7Q: 3 clusters Score -93359.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -93389.828125 Penalty: 687.301331
	Iteration 8Q: 3 clusters Score -93389.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -93433.984375 Penalty: 687.301331
	Iteration 9Q: 3 clusters Score -93433.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -93472.445312 Penalty: 687.301331
	Iteration 10Q: 3 clusters Score -93472.45 nChanged 54
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: -93494.554688 Penalty: 687.301331
	Iteration 11Q: 3 clusters Score -93494.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -93508.929688 Penalty: 687.301331
	Iteration 12Q: 3 clusters Score -93508.93 nChanged 32
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: -93525.484375 Penalty: 687.301331
	Iteration 13Q: 3 clusters Score -93525.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -93539.968750 Penalty: 687.301331
	Iteration 14Q: 3 clusters Score -93539.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -93555.507812 Penalty: 687.301331
	Iteration 15Q: 3 clusters Score -93555.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -93568.609375 Penalty: 687.301331
	Iteration 16Q: 3 clusters Score -93568.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -93575.718750 Penalty: 687.301331
	Iteration 17Q: 3 clusters Score -93575.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -93580.312500 Penalty: 687.301331
	Iteration 18Q: 3 clusters Score -93580.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -93583.609375 Penalty: 687.301331
	Iteration 19Q: 3 clusters Score -93583.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -93587.289062 Penalty: 687.301331
	Iteration 20F: 3 clusters Score -93587.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -93588.929688 Penalty: 687.301331
	Iteration 21Q: 3 clusters Score -93588.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -93590.429688 Penalty: 687.301331
	Iteration 22Q: 3 clusters Score -93590.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -93591.765625 Penalty: 687.301331
	Iteration 23Q: 3 clusters Score -93591.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -93593.882812 Penalty: 687.301331
	Iteration 24Q: 3 clusters Score -93593.88 nChanged 6
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: -93595.476562 Penalty: 687.301331
	Iteration 25Q: 3 clusters Score -93595.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93596.960938 Penalty: 687.301331
	Iteration 26Q: 3 clusters Score -93596.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -93598.148438 Penalty: 687.301331
	Iteration 27Q: 3 clusters Score -93598.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -93599.062500 Penalty: 687.301331
	Iteration 28Q: 3 clusters Score -93599.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -93599.890625 Penalty: 687.301331
	Iteration 29Q: 3 clusters Score -93599.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -93600.414062 Penalty: 687.301331
	Iteration 30Q: 3 clusters Score -93600.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -93601.640625 Penalty: 687.301331
	Iteration 31Q: 3 clusters Score -93601.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -93603.257812 Penalty: 687.301331
	Iteration 32Q: 3 clusters Score -93603.26 nChanged 6
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: -93604.664062 Penalty: 687.301331
	Iteration 33Q: 3 clusters Score -93604.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -93605.593750 Penalty: 687.301331
	Iteration 34Q: 3 clusters Score -93605.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -93606.835938 Penalty: 687.301331
	Iteration 35Q: 3 clusters Score -93606.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -93607.671875 Penalty: 687.301331
	Iteration 36Q: 3 clusters Score -93607.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -93608.570312 Penalty: 687.301331
	Iteration 37Q: 3 clusters Score -93608.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -93608.890625 Penalty: 687.301331
	Iteration 38Q: 3 clusters Score -93608.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -93608.890625 Penalty: 687.301331
	Iteration 39F: 3 clusters Score -93608.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -92684.039062 Penalty: 345.909271
	Iteration 0F: 2 clusters Score -92684.04 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 1034 members 
Entering Unmasked Estep 
Score: -91260.414062 Penalty: 691.818542
	Iteration 0F: 3 clusters Score -91260.41 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -91762.984375 Penalty: 691.818542
	Iteration 1F: 3 clusters Score -91762.98 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -91863.945312 Penalty: 691.818542
	Iteration 2F: 3 clusters Score -91863.95 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -91952.765625 Penalty: 691.818542
	Iteration 3F: 3 clusters Score -91952.77 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -92038.968750 Penalty: 691.818542
	Iteration 4F: 3 clusters Score -92038.97 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -92112.398438 Penalty: 691.818542
	Iteration 5Q: 3 clusters Score -92112.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -92180.406250 Penalty: 691.818542
	Iteration 6Q: 3 clusters Score -92180.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -92240.015625 Penalty: 691.818542
	Iteration 7Q: 3 clusters Score -92240.02 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -92302.531250 Penalty: 691.818542
	Iteration 8Q: 3 clusters Score -92302.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -92338.312500 Penalty: 691.818542
	Iteration 9Q: 3 clusters Score -92338.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -92360.937500 Penalty: 691.818542
	Iteration 10Q: 3 clusters Score -92360.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -92377.828125 Penalty: 691.818542
	Iteration 11Q: 3 clusters Score -92377.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -92390.242188 Penalty: 691.818542
	Iteration 12Q: 3 clusters Score -92390.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -92400.585938 Penalty: 691.818542
	Iteration 13Q: 3 clusters Score -92400.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -92409.828125 Penalty: 691.818542
	Iteration 14Q: 3 clusters Score -92409.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -92414.429688 Penalty: 691.818542
	Iteration 15Q: 3 clusters Score -92414.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -92419.554688 Penalty: 691.818542
	Iteration 16Q: 3 clusters Score -92419.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -92424.367188 Penalty: 691.818542
	Iteration 17Q: 3 clusters Score -92424.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -92426.476562 Penalty: 691.818542
	Iteration 18Q: 3 clusters Score -92426.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -92426.476562 Penalty: 691.818542
	Iteration 19F: 3 clusters Score -92426.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Entering Unmasked Estep 
Score: -4690585.000000 Penalty: 523.122742
	Iteration 0F: 2 clusters Score -4690585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -4624037.500000 Penalty: 1046.245483
	Iteration 0F: 3 clusters Score -4624038 nChanged 48283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -4653550.500000 Penalty: 1046.245483
	Iteration 1F: 3 clusters Score -4653550 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -4655152.500000 Penalty: 1046.245483
	Iteration 2Q: 3 clusters Score -4655152 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4657986.500000 Penalty: 1046.245483
	Iteration 3F: 3 clusters Score -4657986 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -4662703.000000 Penalty: 1046.245483
	Iteration 4F: 3 clusters Score -4662703 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77348 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4669658.500000 Penalty: 1046.245483
	Iteration 5F: 3 clusters Score -4669658 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4677769.000000 Penalty: 1046.245483
	Iteration 6F: 3 clusters Score -4677769 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4684365.000000 Penalty: 1046.245483
	Iteration 7F: 3 clusters Score -4684365 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4687879.500000 Penalty: 1046.245483
	Iteration 8Q: 3 clusters Score -4687880 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4689296.000000 Penalty: 1046.245483
	Iteration 9Q: 3 clusters Score -4689296 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98061 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4689820.000000 Penalty: 1046.245483
	Iteration 10Q: 3 clusters Score -4689820 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98274 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4690008.500000 Penalty: 1046.245483
	Iteration 11Q: 3 clusters Score -4690008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4690062.000000 Penalty: 1046.245483
	Iteration 12Q: 3 clusters Score -4690062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4690092.500000 Penalty: 1046.245483
	Iteration 13Q: 3 clusters Score -4690092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4690105.000000 Penalty: 1046.245483
	Iteration 14Q: 3 clusters Score -4690105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4690122.500000 Penalty: 1046.245483
	Iteration 15Q: 3 clusters Score -4690122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4690122.500000 Penalty: 1046.245483
	Iteration 16Q: 3 clusters Score -4690122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4690131.500000 Penalty: 1046.245483
	Iteration 17Q: 3 clusters Score -4690132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4690140.000000 Penalty: 1046.245483
	Iteration 18Q: 3 clusters Score -4690140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98363 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4690154.500000 Penalty: 1046.245483
	Iteration 19Q: 3 clusters Score -4690154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98359 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4690163.000000 Penalty: 1046.245483
	Iteration 20F: 3 clusters Score -4690163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98355 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4690167.500000 Penalty: 1046.245483
	Iteration 21Q: 3 clusters Score -4690168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98350 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4690165.000000 Penalty: 1046.245483
	Iteration 22Q: 3 clusters Score -4690165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98350 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4690166.000000 Penalty: 1046.245483
	Iteration 23Q: 3 clusters Score -4690166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98349 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4690166.000000 Penalty: 1046.245483
	Iteration 24Q: 3 clusters Score -4690166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98349 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4690166.000000 Penalty: 1046.245483
	Iteration 25F: 3 clusters Score -4690166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (219408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219408 members 
Entering Unmasked Estep 
Score: -10323871.000000 Penalty: 559.590271
	Iteration 0F: 2 clusters Score -1.032387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109582 members 
Mstep: Class 2 contains 109826 members 
Entering Unmasked Estep 
Score: -10177855.000000 Penalty: 1119.180542
	Iteration 0F: 3 clusters Score -1.017786e+07 nChanged 108166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105300 members 
Mstep: Class 2 contains 114108 members 
Entering Unmasked Estep 
Score: -10242953.000000 Penalty: 1119.180542
	Iteration 1F: 3 clusters Score -1.024295e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103109 members 
Mstep: Class 2 contains 116299 members 
Entering Unmasked Estep 
Score: -10244799.000000 Penalty: 1119.180542
	Iteration 2Q: 3 clusters Score -1.02448e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99653 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -10247524.000000 Penalty: 1119.180542
	Iteration 3Q: 3 clusters Score -1.024752e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 125139 members 
Entering Unmasked Estep 
Score: -10251997.000000 Penalty: 1119.180542
	Iteration 4Q: 3 clusters Score -1.0252e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 132691 members 
Entering Unmasked Estep 
Score: -10258885.000000 Penalty: 1119.180542
	Iteration 5F: 3 clusters Score -1.025888e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 142201 members 
Entering Unmasked Estep 
Score: -10268831.000000 Penalty: 1119.180542
	Iteration 6F: 3 clusters Score -1.026883e+07 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 151994 members 
Entering Unmasked Estep 
Score: -10279974.000000 Penalty: 1119.180542
	Iteration 7F: 3 clusters Score -1.027997e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 160056 members 
Entering Unmasked Estep 
Score: -10288884.000000 Penalty: 1119.180542
	Iteration 8F: 3 clusters Score -1.028888e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 166401 members 
Entering Unmasked Estep 
Score: -10294400.000000 Penalty: 1119.180542
	Iteration 9Q: 3 clusters Score -1.02944e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 171914 members 
Entering Unmasked Estep 
Score: -10297759.000000 Penalty: 1119.180542
	Iteration 10Q: 3 clusters Score -1.029776e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 177249 members 
Entering Unmasked Estep 
Score: -10300333.000000 Penalty: 1119.180542
	Iteration 11Q: 3 clusters Score -1.030033e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 182590 members 
Entering Unmasked Estep 
Score: -10302843.000000 Penalty: 1119.180542
	Iteration 12Q: 3 clusters Score -1.030284e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 187791 members 
Entering Unmasked Estep 
Score: -10305436.000000 Penalty: 1119.180542
	Iteration 13Q: 3 clusters Score -1.030544e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 192768 members 
Entering Unmasked Estep 
Score: -10308201.000000 Penalty: 1119.180542
	Iteration 14Q: 3 clusters Score -1.03082e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 197451 members 
Entering Unmasked Estep 
Score: -10310707.000000 Penalty: 1119.180542
	Iteration 15Q: 3 clusters Score -1.031071e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 201724 members 
Entering Unmasked Estep 
Score: -10313434.000000 Penalty: 1119.180542
	Iteration 16Q: 3 clusters Score -1.031343e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 205508 members 
Entering Unmasked Estep 
Score: -10316103.000000 Penalty: 1119.180542
	Iteration 17Q: 3 clusters Score -1.03161e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 208801 members 
Entering Unmasked Estep 
Score: -10318128.000000 Penalty: 1119.180542
	Iteration 18Q: 3 clusters Score -1.031813e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 211604 members 
Entering Unmasked Estep 
Score: -10319774.000000 Penalty: 1119.180542
	Iteration 19Q: 3 clusters Score -1.031977e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 213846 members 
Entering Unmasked Estep 
Score: -10321056.000000 Penalty: 1119.180542
	Iteration 20F: 3 clusters Score -1.032106e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 215620 members 
Entering Unmasked Estep 
Score: -10321964.000000 Penalty: 1119.180542
	Iteration 21Q: 3 clusters Score -1.032196e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 216915 members 
Entering Unmasked Estep 
Score: -10322552.000000 Penalty: 1119.180542
	Iteration 22Q: 3 clusters Score -1.032255e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 217815 members 
Entering Unmasked Estep 
Score: -10322955.000000 Penalty: 1119.180542
	Iteration 23Q: 3 clusters Score -1.032296e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 218365 members 
Entering Unmasked Estep 
Score: -10323190.000000 Penalty: 1119.180542
	Iteration 24Q: 3 clusters Score -1.032319e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 218687 members 
Entering Unmasked Estep 
Score: -10323295.000000 Penalty: 1119.180542
	Iteration 25Q: 3 clusters Score -1.03233e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 218872 members 
Entering Unmasked Estep 
Score: -10323355.000000 Penalty: 1119.180542
	Iteration 26Q: 3 clusters Score -1.032336e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 218979 members 
Entering Unmasked Estep 
Score: -10323408.000000 Penalty: 1119.180542
	Iteration 27Q: 3 clusters Score -1.032341e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 219037 members 
Entering Unmasked Estep 
Score: -10323437.000000 Penalty: 1119.180542
	Iteration 28Q: 3 clusters Score -1.032344e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 219077 members 
Entering Unmasked Estep 
Score: -10323466.000000 Penalty: 1119.180542
	Iteration 29Q: 3 clusters Score -1.032347e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 219109 members 
Entering Unmasked Estep 
Score: -10323463.000000 Penalty: 1119.180542
	Iteration 30Q: 3 clusters Score -1.032346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219129 members 
Entering Unmasked Estep 
Score: -10323468.000000 Penalty: 1119.180542
	Iteration 31Q: 3 clusters Score -1.032347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 219138 members 
Entering Unmasked Estep 
Score: -10323478.000000 Penalty: 1119.180542
	Iteration 32Q: 3 clusters Score -1.032348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 219144 members 
Entering Unmasked Estep 
Score: -10323478.000000 Penalty: 1119.180542
	Iteration 33Q: 3 clusters Score -1.032348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219150 members 
Entering Unmasked Estep 
Score: -10323484.000000 Penalty: 1119.180542
	Iteration 34Q: 3 clusters Score -1.032348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 219152 members 
Entering Unmasked Estep 
Score: -10323475.000000 Penalty: 1119.180542
	Iteration 35Q: 3 clusters Score -1.032348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 219154 members 
Entering Unmasked Estep 
Score: -10323477.000000 Penalty: 1119.180542
	Iteration 36Q: 3 clusters Score -1.032348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219158 members 
Entering Unmasked Estep 
Score: -10323486.000000 Penalty: 1119.180542
	Iteration 37Q: 3 clusters Score -1.032349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 219162 members 
Entering Unmasked Estep 
Score: -10323489.000000 Penalty: 1119.180542
	Iteration 38Q: 3 clusters Score -1.032349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 219167 members 
Entering Unmasked Estep 
Score: -10323496.000000 Penalty: 1119.180542
	Iteration 39Q: 3 clusters Score -1.03235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 219170 members 
Entering Unmasked Estep 
Score: -10323495.000000 Penalty: 1119.180542
	Iteration 40F: 3 clusters Score -1.03235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 219171 members 
Entering Unmasked Estep 
Score: -10323498.000000 Penalty: 1119.180542
	Iteration 41Q: 3 clusters Score -1.03235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219172 members 
Entering Unmasked Estep 
Score: -10323497.000000 Penalty: 1119.180542
	Iteration 42Q: 3 clusters Score -1.03235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 219171 members 
Entering Unmasked Estep 
Score: -10323503.000000 Penalty: 1119.180542
	Iteration 43Q: 3 clusters Score -1.03235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219172 members 
Entering Unmasked Estep 
Score: -10323506.000000 Penalty: 1119.180542
	Iteration 44Q: 3 clusters Score -1.032351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 219175 members 
Entering Unmasked Estep 
Score: -10323510.000000 Penalty: 1119.180542
	Iteration 45Q: 3 clusters Score -1.032351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 219173 members 
Entering Unmasked Estep 
Score: -10323510.000000 Penalty: 1119.180542
	Iteration 46Q: 3 clusters Score -1.032351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 219171 members 
Entering Unmasked Estep 
Score: -10323524.000000 Penalty: 1119.180542
	Iteration 47Q: 3 clusters Score -1.032352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 219168 members 
Entering Unmasked Estep 
Score: -10323524.000000 Penalty: 1119.180542
	Iteration 48Q: 3 clusters Score -1.032352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 219164 members 
Entering Unmasked Estep 
Score: -10323519.000000 Penalty: 1119.180542
	Iteration 49Q: 3 clusters Score -1.032352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 219161 members 
Entering Unmasked Estep 
Score: -10323529.000000 Penalty: 1119.180542
	Iteration 50Q: 3 clusters Score -1.032353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 219161 members 
Entering Unmasked Estep 
Score: -10323528.000000 Penalty: 1119.180542
	Iteration 51Q: 3 clusters Score -1.032353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 219162 members 
Entering Unmasked Estep 
Score: -10323525.000000 Penalty: 1119.180542
	Iteration 52Q: 3 clusters Score -1.032352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 219161 members 
Entering Unmasked Estep 
Score: -10323535.000000 Penalty: 1119.180542
	Iteration 53Q: 3 clusters Score -1.032354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219159 members 
Entering Unmasked Estep 
Score: -10323535.000000 Penalty: 1119.180542
	Iteration 54Q: 3 clusters Score -1.032354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219157 members 
Entering Unmasked Estep 
Score: -10323536.000000 Penalty: 1119.180542
	Iteration 55Q: 3 clusters Score -1.032354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219157 members 
Entering Unmasked Estep 
Score: -10323536.000000 Penalty: 1119.180542
	Iteration 56F: 3 clusters Score -1.032354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Entering Unmasked Estep 
Score: -475282.437500 Penalty: 415.646027
	Iteration 0F: 2 clusters Score -475282.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -469146.468750 Penalty: 831.292053
	Iteration 0F: 3 clusters Score -469146.5 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -471615.375000 Penalty: 831.292053
	Iteration 1F: 3 clusters Score -471615.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -471881.750000 Penalty: 831.292053
	Iteration 2F: 3 clusters Score -471881.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -472258.562500 Penalty: 831.292053
	Iteration 3F: 3 clusters Score -472258.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -472775.156250 Penalty: 831.292053
	Iteration 4F: 3 clusters Score -472775.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -473401.218750 Penalty: 831.292053
	Iteration 5F: 3 clusters Score -473401.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -474042.781250 Penalty: 831.292053
	Iteration 6F: 3 clusters Score -474042.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -474494.718750 Penalty: 831.292053
	Iteration 7Q: 3 clusters Score -474494.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -474723.000000 Penalty: 831.292053
	Iteration 8Q: 3 clusters Score -474723 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -474844.343750 Penalty: 831.292053
	Iteration 9Q: 3 clusters Score -474844.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -474885.000000 Penalty: 831.292053
	Iteration 10Q: 3 clusters Score -474885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -474915.562500 Penalty: 831.292053
	Iteration 11Q: 3 clusters Score -474915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -474927.812500 Penalty: 831.292053
	Iteration 12Q: 3 clusters Score -474927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -474934.250000 Penalty: 831.292053
	Iteration 13Q: 3 clusters Score -474934.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -474941.406250 Penalty: 831.292053
	Iteration 14Q: 3 clusters Score -474941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -474947.781250 Penalty: 831.292053
	Iteration 15Q: 3 clusters Score -474947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -474951.906250 Penalty: 831.292053
	Iteration 16Q: 3 clusters Score -474951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -474955.593750 Penalty: 831.292053
	Iteration 17Q: 3 clusters Score -474955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -474956.906250 Penalty: 831.292053
	Iteration 18Q: 3 clusters Score -474956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -474956.906250 Penalty: 831.292053
	Iteration 19F: 3 clusters Score -474956.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -73996.406250 Penalty: 340.538788
	Iteration 0F: 2 clusters Score -73996.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -72711.539062 Penalty: 681.077576
	Iteration 0F: 3 clusters Score -72711.54 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -73090.570312 Penalty: 681.077576
	Iteration 1F: 3 clusters Score -73090.57 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -73199.328125 Penalty: 681.077576
	Iteration 2F: 3 clusters Score -73199.33 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -73403.585938 Penalty: 681.077576
	Iteration 3F: 3 clusters Score -73403.59 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -73666.875000 Penalty: 681.077576
	Iteration 4F: 3 clusters Score -73666.88 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -73861.601562 Penalty: 681.077576
	Iteration 5F: 3 clusters Score -73861.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -73941.039062 Penalty: 681.077576
	Iteration 6F: 3 clusters Score -73941.04 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -73996.617188 Penalty: 681.077576
	Iteration 7Q: 3 clusters Score -73996.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -74059.039062 Penalty: 681.077576
	Iteration 8Q: 3 clusters Score -74059.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -74109.007812 Penalty: 681.077576
	Iteration 9Q: 3 clusters Score -74109.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -74162.835938 Penalty: 681.077576
	Iteration 10Q: 3 clusters Score -74162.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -74207.007812 Penalty: 681.077576
	Iteration 11Q: 3 clusters Score -74207.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74235.648438 Penalty: 681.077576
	Iteration 12Q: 3 clusters Score -74235.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -74244.773438 Penalty: 681.077576
	Iteration 13Q: 3 clusters Score -74244.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74250.375000 Penalty: 681.077576
	Iteration 14Q: 3 clusters Score -74250.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74253.656250 Penalty: 681.077576
	Iteration 15Q: 3 clusters Score -74253.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74256.062500 Penalty: 681.077576
	Iteration 16Q: 3 clusters Score -74256.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -74262.312500 Penalty: 681.077576
	Iteration 17Q: 3 clusters Score -74262.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74270.531250 Penalty: 681.077576
	Iteration 18Q: 3 clusters Score -74270.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -74280.085938 Penalty: 681.077576
	Iteration 19Q: 3 clusters Score -74280.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -74294.484375 Penalty: 681.077576
	Iteration 20F: 3 clusters Score -74294.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -74296.531250 Penalty: 681.077576
	Iteration 21Q: 3 clusters Score -74296.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74296.664062 Penalty: 681.077576
	Iteration 22Q: 3 clusters Score -74296.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74296.664062 Penalty: 681.077576
	Iteration 23F: 3 clusters Score -74296.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 214775 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 464 members 
Entering Unmasked Estep 
Score: -90666408.000000 Penalty: 35605.199219
Splitting cluster 16 changes total score from -90666336.000000 to -90666408.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 17 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -20759.671875 Penalty: 279.657990
	Iteration 0F: 2 clusters Score -20759.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20329.738281 Penalty: 559.315979
	Iteration 0F: 3 clusters Score -20329.74 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20585.478516 Penalty: 559.315979
	Iteration 1F: 3 clusters Score -20585.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20680.642578 Penalty: 559.315979
	Iteration 2F: 3 clusters Score -20680.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20751.642578 Penalty: 559.315979
	Iteration 3F: 3 clusters Score -20751.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20798.138672 Penalty: 559.315979
	Iteration 4Q: 3 clusters Score -20798.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20843.966797 Penalty: 559.315979
	Iteration 5Q: 3 clusters Score -20843.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20870.943359 Penalty: 559.315979
	Iteration 6Q: 3 clusters Score -20870.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20880.476562 Penalty: 559.315979
	Iteration 7Q: 3 clusters Score -20880.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20887.384766 Penalty: 559.315979
	Iteration 8Q: 3 clusters Score -20887.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20893.302734 Penalty: 559.315979
	Iteration 9Q: 3 clusters Score -20893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20894.236328 Penalty: 559.315979
	Iteration 10Q: 3 clusters Score -20894.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20894.236328 Penalty: 559.315979
	Iteration 11F: 3 clusters Score -20894.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 214775 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 464 members 
Mstep: Class 55 contains 289 members 
Entering Unmasked Estep 
Score: -90666072.000000 Penalty: 36264.554688
Splitting cluster 17 changes total score from -90666336.000000 to -90666072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (171585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171585 members 
Entering Unmasked Estep 
Score: -8428407.000000 Penalty: 548.403931
	Iteration 0F: 2 clusters Score -8428407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 85584 members 
Entering Unmasked Estep 
Score: -8314132.500000 Penalty: 1096.807861
	Iteration 0F: 3 clusters Score -8314132 nChanged 84209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97438 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -8368822.000000 Penalty: 1096.807861
	Iteration 1F: 3 clusters Score -8368822 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -8374056.000000 Penalty: 1096.807861
	Iteration 2Q: 3 clusters Score -8374056 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111029 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -8382148.500000 Penalty: 1096.807861
	Iteration 3F: 3 clusters Score -8382148 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117688 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -8392978.000000 Penalty: 1096.807861
	Iteration 4F: 3 clusters Score -8392978 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -8403537.000000 Penalty: 1096.807861
	Iteration 5F: 3 clusters Score -8403537 nChanged 9719
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121328 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -8409712.000000 Penalty: 1096.807861
	Iteration 6F: 3 clusters Score -8409712 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120605 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -8412460.000000 Penalty: 1096.807861
	Iteration 7Q: 3 clusters Score -8412460 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119664 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -8413901.000000 Penalty: 1096.807861
	Iteration 8Q: 3 clusters Score -8413901 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -8414970.000000 Penalty: 1096.807861
	Iteration 9Q: 3 clusters Score -8414970 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117547 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -8416058.000000 Penalty: 1096.807861
	Iteration 10Q: 3 clusters Score -8416058 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116298 members 
Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
Score: -8417155.000000 Penalty: 1096.807861
	Iteration 11Q: 3 clusters Score -8417155 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115008 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -8418145.000000 Penalty: 1096.807861
	Iteration 12Q: 3 clusters Score -8418145 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113608 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -8419293.000000 Penalty: 1096.807861
	Iteration 13Q: 3 clusters Score -8419293 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112319 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -8420331.000000 Penalty: 1096.807861
	Iteration 14Q: 3 clusters Score -8420331 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111181 members 
Mstep: Class 2 contains 60404 members 
Entering Unmasked Estep 
Score: -8421175.000000 Penalty: 1096.807861
	Iteration 15Q: 3 clusters Score -8421175 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -8421829.000000 Penalty: 1096.807861
	Iteration 16Q: 3 clusters Score -8421829 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109515 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -8422313.000000 Penalty: 1096.807861
	Iteration 17Q: 3 clusters Score -8422313 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108946 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -8422619.000000 Penalty: 1096.807861
	Iteration 18Q: 3 clusters Score -8422619 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -8422772.000000 Penalty: 1096.807861
	Iteration 19Q: 3 clusters Score -8422772 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -8422976.000000 Penalty: 1096.807861
	Iteration 20F: 3 clusters Score -8422976 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107896 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -8423044.000000 Penalty: 1096.807861
	Iteration 21Q: 3 clusters Score -8423044 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -8423093.000000 Penalty: 1096.807861
	Iteration 22Q: 3 clusters Score -8423093 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107347 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -8423100.000000 Penalty: 1096.807861
	Iteration 23Q: 3 clusters Score -8423100 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107126 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -8423134.000000 Penalty: 1096.807861
	Iteration 24Q: 3 clusters Score -8423134 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -8423199.000000 Penalty: 1096.807861
	Iteration 25Q: 3 clusters Score -8423199 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106706 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -8423218.000000 Penalty: 1096.807861
	Iteration 26Q: 3 clusters Score -8423218 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -8423255.000000 Penalty: 1096.807861
	Iteration 27Q: 3 clusters Score -8423255 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106316 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -8423286.000000 Penalty: 1096.807861
	Iteration 28Q: 3 clusters Score -8423286 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106126 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8423318 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -8423322.000000 Penalty: 1096.807861
	Iteration 30Q: 3 clusters Score -8423322 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105796 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -8423339.000000 Penalty: 1096.807861
	Iteration 31Q: 3 clusters Score -8423339 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105597 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -8423344.000000 Penalty: 1096.807861
	Iteration 32Q: 3 clusters Score -8423344 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105374 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -8423341.000000 Penalty: 1096.807861
	Iteration 33Q: 3 clusters Score -8423341 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105161 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -8423358.000000 Penalty: 1096.807861
	Iteration 34Q: 3 clusters Score -8423358 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -8423375.000000 Penalty: 1096.807861
	Iteration 35Q: 3 clusters Score -8423375 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -8423368.000000 Penalty: 1096.807861
	Iteration 36Q: 3 clusters Score -8423368 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -8423401.000000 Penalty: 1096.807861
	Iteration 37Q: 3 clusters Score -8423401 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -8423403.000000 Penalty: 1096.807861
	Iteration 38Q: 3 clusters Score -8423403 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -8423417.000000 Penalty: 1096.807861
	Iteration 39Q: 3 clusters Score -8423417 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -8423406.000000 Penalty: 1096.807861
	Iteration 40F: 3 clusters Score -8423406 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103855 members 
Mstep: Class 2 contains 67730 members 
Entering Unmasked Estep 
Score: -8423416.000000 Penalty: 1096.807861
	Iteration 41Q: 3 clusters Score -8423416 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103675 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -8423433.000000 Penalty: 1096.807861
	Iteration 42Q: 3 clusters Score -8423433 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103501 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -8423449.000000 Penalty: 1096.807861
	Iteration 43Q: 3 clusters Score -8423449 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -8423451.000000 Penalty: 1096.807861
	Iteration 44Q: 3 clusters Score -8423451 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103189 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -8423454.000000 Penalty: 1096.807861
	Iteration 45Q: 3 clusters Score -8423454 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103047 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -8423470.000000 Penalty: 1096.807861
	Iteration 46Q: 3 clusters Score -8423470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102934 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -8423463.000000 Penalty: 1096.807861
	Iteration 47Q: 3 clusters Score -8423463 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102792 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -8423462.000000 Penalty: 1096.807861
	Iteration 48Q: 3 clusters Score -8423462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -8423478.000000 Penalty: 1096.807861
	Iteration 49Q: 3 clusters Score -8423478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -8423469.000000 Penalty: 1096.807861
	Iteration 50Q: 3 clusters Score -8423469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -8423462.000000 Penalty: 1096.807861
	Iteration 51Q: 3 clusters Score -8423462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -8423481.000000 Penalty: 1096.807861
	Iteration 52Q: 3 clusters Score -8423481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -8423479.000000 Penalty: 1096.807861
	Iteration 53Q: 3 clusters Score -8423479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -8423475.000000 Penalty: 1096.807861
	Iteration 54Q: 3 clusters Score -8423475 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -8423483.000000 Penalty: 1096.807861
	Iteration 55Q: 3 clusters Score -8423483 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -8423499.000000 Penalty: 1096.807861
	Iteration 56Q: 3 clusters Score -8423499 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102049 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -8423507.000000 Penalty: 1096.807861
	Iteration 57Q: 3 clusters Score -8423507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -8423523.000000 Penalty: 1096.807861
	Iteration 58Q: 3 clusters Score -8423523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101929 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -8423518.000000 Penalty: 1096.807861
	Iteration 59Q: 3 clusters Score -8423518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101871 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -8423508.000000 Penalty: 1096.807861
	Iteration 60F: 3 clusters Score -8423508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -8423515.000000 Penalty: 1096.807861
	Iteration 61Q: 3 clusters Score -8423515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
Score: -8423511.000000 Penalty: 1096.807861
	Iteration 62Q: 3 clusters Score -8423511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -8423505.000000 Penalty: 1096.807861
	Iteration 63Q: 3 clusters Score -8423505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -8423511.000000 Penalty: 1096.807861
	Iteration 64Q: 3 clusters Score -8423511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101742 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -8423511.000000 Penalty: 1096.807861
	Iteration 65Q: 3 clusters Score -8423511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -8423511.000000 Penalty: 1096.807861
	Iteration 66Q: 3 clusters Score -8423511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -8423505.000000 Penalty: 1096.807861
	Iteration 67Q: 3 clusters Score -8423505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101719 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -8423502.000000 Penalty: 1096.807861
	Iteration 68Q: 3 clusters Score -8423502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -8423503.000000 Penalty: 1096.807861
	Iteration 69Q: 3 clusters Score -8423503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -8423502.000000 Penalty: 1096.807861
	Iteration 70Q: 3 clusters Score -8423502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101690 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -8423505.000000 Penalty: 1096.807861
	Iteration 71Q: 3 clusters Score -8423505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -8423500.000000 Penalty: 1096.807861
	Iteration 72Q: 3 clusters Score -8423500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101657 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -8423505.000000 Penalty: 1096.807861
	Iteration 73Q: 3 clusters Score -8423505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101643 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -8423500.000000 Penalty: 1096.807861
	Iteration 74Q: 3 clusters Score -8423500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -8423499.000000 Penalty: 1096.807861
	Iteration 75Q: 3 clusters Score -8423499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -8423502.000000 Penalty: 1096.807861
	Iteration 76Q: 3 clusters Score -8423502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -8423501.000000 Penalty: 1096.807861
	Iteration 77Q: 3 clusters Score -8423501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101628 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -8423501.000000 Penalty: 1096.807861
	Iteration 78Q: 3 clusters Score -8423501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Mstep: Class 2 contains 69958 members 
Entering Unmasked Estep 
Score: -8423498.000000 Penalty: 1096.807861
	Iteration 79Q: 3 clusters Score -8423498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -8423498.000000 Penalty: 1096.807861
	Iteration 80F: 3 clusters Score -8423498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101623 members 
Mstep: Class 2 contains 69962 members 
Entering Unmasked Estep 
Score: -8423495.000000 Penalty: 1096.807861
	Iteration 81Q: 3 clusters Score -8423495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101623 members 
Mstep: Class 2 contains 69962 members 
Entering Unmasked Estep 
Score: -8423495.000000 Penalty: 1096.807861
	Iteration 82F: 3 clusters Score -8423495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -80445.078125 Penalty: 337.718018
	Iteration 0F: 2 clusters Score -80445.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -79191.062500 Penalty: 675.436035
	Iteration 0F: 3 clusters Score -79191.06 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -79616.304688 Penalty: 675.436035
	Iteration 1F: 3 clusters Score -79616.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -79718.289062 Penalty: 675.436035
	Iteration 2F: 3 clusters Score -79718.29 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -79801.085938 Penalty: 675.436035
	Iteration 3F: 3 clusters Score -79801.09 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -79859.898438 Penalty: 675.436035
	Iteration 4F: 3 clusters Score -79859.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -79903.781250 Penalty: 675.436035
	Iteration 5Q: 3 clusters Score -79903.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -79937.101562 Penalty: 675.436035
	Iteration 6Q: 3 clusters Score -79937.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -79954.226562 Penalty: 675.436035
	Iteration 7Q: 3 clusters Score -79954.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -79967.156250 Penalty: 675.436035
	Iteration 8Q: 3 clusters Score -79967.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -79974.796875 Penalty: 675.436035
	Iteration 9Q: 3 clusters Score -79974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -79977.523438 Penalty: 675.436035
	Iteration 10Q: 3 clusters Score -79977.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -79979.031250 Penalty: 675.436035
	Iteration 11Q: 3 clusters Score -79979.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -79980.289062 Penalty: 675.436035
	Iteration 12Q: 3 clusters Score -79980.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -79980.703125 Penalty: 675.436035
	Iteration 13Q: 3 clusters Score -79980.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -79981.679688 Penalty: 675.436035
	Iteration 14Q: 3 clusters Score -79981.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -79983.664062 Penalty: 675.436035
	Iteration 15Q: 3 clusters Score -79983.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -79984.140625 Penalty: 675.436035
	Iteration 16Q: 3 clusters Score -79984.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -79986.281250 Penalty: 675.436035
	Iteration 17Q: 3 clusters Score -79986.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -79987.671875 Penalty: 675.436035
	Iteration 18Q: 3 clusters Score -79987.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -79988.687500 Penalty: 675.436035
	Iteration 19Q: 3 clusters Score -79988.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -79989.460938 Penalty: 675.436035
	Iteration 20F: 3 clusters Score -79989.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -79990.453125 Penalty: 675.436035
	Iteration 21Q: 3 clusters Score -79990.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -79992.585938 Penalty: 675.436035
	Iteration 22Q: 3 clusters Score -79992.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -79993.609375 Penalty: 675.436035
	Iteration 23Q: 3 clusters Score -79993.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -79993.867188 Penalty: 675.436035
	Iteration 24Q: 3 clusters Score -79993.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -79994.109375 Penalty: 675.436035
	Iteration 25Q: 3 clusters Score -79994.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -79994.234375 Penalty: 675.436035
	Iteration 26Q: 3 clusters Score -79994.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -79994.687500 Penalty: 675.436035
	Iteration 27Q: 3 clusters Score -79994.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -79995.460938 Penalty: 675.436035
	Iteration 28Q: 3 clusters Score -79995.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -79995.734375 Penalty: 675.436035
	Iteration 29Q: 3 clusters Score -79995.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -79996.039062 Penalty: 675.436035
	Iteration 30Q: 3 clusters Score -79996.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -79996.140625 Penalty: 675.436035
	Iteration 31Q: 3 clusters Score -79996.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -79996.210938 Penalty: 675.436035
	Iteration 32Q: 3 clusters Score -79996.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -79996.210938 Penalty: 675.436035
	Iteration 33F: 3 clusters Score -79996.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -44721.765625 Penalty: 308.641296
	Iteration 0F: 2 clusters Score -44721.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43970.636719 Penalty: 617.282593
	Iteration 0F: 3 clusters Score -43970.64 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -44145.140625 Penalty: 617.282593
	Iteration 1F: 3 clusters Score -44145.14 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -44162.421875 Penalty: 617.282593
	Iteration 2F: 3 clusters Score -44162.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -44179.523438 Penalty: 617.282593
	Iteration 3Q: 3 clusters Score -44179.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -44193.082031 Penalty: 617.282593
	Iteration 4Q: 3 clusters Score -44193.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -44207.406250 Penalty: 617.282593
	Iteration 5Q: 3 clusters Score -44207.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -44221.121094 Penalty: 617.282593
	Iteration 6Q: 3 clusters Score -44221.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -44230.277344 Penalty: 617.282593
	Iteration 7Q: 3 clusters Score -44230.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -44239.000000 Penalty: 617.282593
	Iteration 8Q: 3 clusters Score -44239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -44245.984375 Penalty: 617.282593
	Iteration 9Q: 3 clusters Score -44245.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -44249.812500 Penalty: 617.282593
	Iteration 10Q: 3 clusters Score -44249.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -44254.101562 Penalty: 617.282593
	Iteration 11Q: 3 clusters Score -44254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -44254.898438 Penalty: 617.282593
	Iteration 12Q: 3 clusters Score -44254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -44255.261719 Penalty: 617.282593
	Iteration 13Q: 3 clusters Score -44255.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -44255.558594 Penalty: 617.282593
	Iteration 14Q: 3 clusters Score -44255.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -44255.781250 Penalty: 617.282593
	Iteration 15Q: 3 clusters Score -44255.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -44255.781250 Penalty: 617.282593
	Iteration 16F: 3 clusters Score -44255.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -93913.367188 Penalty: 349.152802
	Iteration 0F: 2 clusters Score -93913.37 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 1026 members 
Entering Unmasked Estep 
Score: -92378.617188 Penalty: 698.305603
	Iteration 0F: 3 clusters Score -92378.62 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -92882.867188 Penalty: 698.305603
	Iteration 1F: 3 clusters Score -92882.87 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -93007.812500 Penalty: 698.305603
	Iteration 2F: 3 clusters Score -93007.81 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -93117.968750 Penalty: 698.305603
	Iteration 3F: 3 clusters Score -93117.97 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -93195.703125 Penalty: 698.305603
	Iteration 4F: 3 clusters Score -93195.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93266.703125 Penalty: 698.305603
	Iteration 5Q: 3 clusters Score -93266.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -93325.171875 Penalty: 698.305603
	Iteration 6Q: 3 clusters Score -93325.17 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93363.984375 Penalty: 698.305603
	Iteration 7Q: 3 clusters Score -93363.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -93401.687500 Penalty: 698.305603
	Iteration 8Q: 3 clusters Score -93401.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93440.304688 Penalty: 698.305603
	Iteration 9Q: 3 clusters Score -93440.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -93473.468750 Penalty: 698.305603
	Iteration 10Q: 3 clusters Score -93473.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -93501.695312 Penalty: 698.305603
	Iteration 11Q: 3 clusters Score -93501.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93514.617188 Penalty: 698.305603
	Iteration 12Q: 3 clusters Score -93514.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -93521.898438 Penalty: 698.305603
	Iteration 13Q: 3 clusters Score -93521.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -93527.843750 Penalty: 698.305603
	Iteration 14Q: 3 clusters Score -93527.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -93532.718750 Penalty: 698.305603
	Iteration 15Q: 3 clusters Score -93532.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93540.859375 Penalty: 698.305603
	Iteration 16Q: 3 clusters Score -93540.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93556.507812 Penalty: 698.305603
	Iteration 17Q: 3 clusters Score -93556.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -93574.500000 Penalty: 698.305603
	Iteration 18Q: 3 clusters Score -93574.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -93588.687500 Penalty: 698.305603
	Iteration 19Q: 3 clusters Score -93588.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -93603.351562 Penalty: 698.305603
	Iteration 20F: 3 clusters Score -93603.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -93618.601562 Penalty: 698.305603
	Iteration 21Q: 3 clusters Score -93618.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -93630.531250 Penalty: 698.305603
	Iteration 22Q: 3 clusters Score -93630.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -93638.859375 Penalty: 698.305603
	Iteration 23Q: 3 clusters Score -93638.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -93642.773438 Penalty: 698.305603
	Iteration 24Q: 3 clusters Score -93642.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -93646.523438 Penalty: 698.305603
	Iteration 25Q: 3 clusters Score -93646.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -93650.171875 Penalty: 698.305603
	Iteration 26Q: 3 clusters Score -93650.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -93651.398438 Penalty: 698.305603
	Iteration 27Q: 3 clusters Score -93651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -93652.640625 Penalty: 698.305603
	Iteration 28Q: 3 clusters Score -93652.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -93653.960938 Penalty: 698.305603
	Iteration 29Q: 3 clusters Score -93653.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -93655.328125 Penalty: 698.305603
	Iteration 30Q: 3 clusters Score -93655.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -93656.898438 Penalty: 698.305603
	Iteration 31Q: 3 clusters Score -93656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -93657.343750 Penalty: 698.305603
	Iteration 32Q: 3 clusters Score -93657.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -93657.843750 Penalty: 698.305603
	Iteration 33Q: 3 clusters Score -93657.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -93658.125000 Penalty: 698.305603
	Iteration 34Q: 3 clusters Score -93658.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -93658.125000 Penalty: 698.305603
	Iteration 35F: 3 clusters Score -93658.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -191898.890625 Penalty: 375.581055
	Iteration 0F: 2 clusters Score -191898.9 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 1863 members 
Entering Unmasked Estep 
Score: -189365.921875 Penalty: 751.162109
	Iteration 0F: 3 clusters Score -189365.9 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -190544.609375 Penalty: 751.162109
	Iteration 1F: 3 clusters Score -190544.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -190823.453125 Penalty: 751.162109
	Iteration 2F: 3 clusters Score -190823.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -191117.703125 Penalty: 751.162109
	Iteration 3F: 3 clusters Score -191117.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -191360.375000 Penalty: 751.162109
	Iteration 4F: 3 clusters Score -191360.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -191535.031250 Penalty: 751.162109
	Iteration 5F: 3 clusters Score -191535 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -191660.343750 Penalty: 751.162109
	Iteration 6Q: 3 clusters Score -191660.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -191736.328125 Penalty: 751.162109
	Iteration 7Q: 3 clusters Score -191736.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -191784.078125 Penalty: 751.162109
	Iteration 8Q: 3 clusters Score -191784.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -191814.906250 Penalty: 751.162109
	Iteration 9Q: 3 clusters Score -191814.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -191836.921875 Penalty: 751.162109
	Iteration 10Q: 3 clusters Score -191836.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -191854.187500 Penalty: 751.162109
	Iteration 11Q: 3 clusters Score -191854.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -191865.093750 Penalty: 751.162109
	Iteration 12Q: 3 clusters Score -191865.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -191872.296875 Penalty: 751.162109
	Iteration 13Q: 3 clusters Score -191872.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -191877.265625 Penalty: 751.162109
	Iteration 14Q: 3 clusters Score -191877.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -191880.640625 Penalty: 751.162109
	Iteration 15Q: 3 clusters Score -191880.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -191884.421875 Penalty: 751.162109
	Iteration 16Q: 3 clusters Score -191884.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -191887.234375 Penalty: 751.162109
	Iteration 17Q: 3 clusters Score -191887.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -191891.390625 Penalty: 751.162109
	Iteration 18Q: 3 clusters Score -191891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -191894.406250 Penalty: 751.162109
	Iteration 19Q: 3 clusters Score -191894.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -191896.656250 Penalty: 751.162109
	Iteration 20F: 3 clusters Score -191896.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -191899.953125 Penalty: 751.162109
	Iteration 21Q: 3 clusters Score -191900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -191903.406250 Penalty: 751.162109
	Iteration 22Q: 3 clusters Score -191903.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -191907.578125 Penalty: 751.162109
	Iteration 23Q: 3 clusters Score -191907.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -191909.890625 Penalty: 751.162109
	Iteration 24Q: 3 clusters Score -191909.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -191913.390625 Penalty: 751.162109
	Iteration 25Q: 3 clusters Score -191913.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -191914.937500 Penalty: 751.162109
	Iteration 26Q: 3 clusters Score -191914.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -191916.375000 Penalty: 751.162109
	Iteration 27Q: 3 clusters Score -191916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -191917.312500 Penalty: 751.162109
	Iteration 28Q: 3 clusters Score -191917.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -191918.218750 Penalty: 751.162109
	Iteration 29Q: 3 clusters Score -191918.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -191919.703125 Penalty: 751.162109
	Iteration 30Q: 3 clusters Score -191919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -191921.093750 Penalty: 751.162109
	Iteration 31Q: 3 clusters Score -191921.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -191921.593750 Penalty: 751.162109
	Iteration 32Q: 3 clusters Score -191921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -191922.218750 Penalty: 751.162109
	Iteration 33Q: 3 clusters Score -191922.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -191923.109375 Penalty: 751.162109
	Iteration 34Q: 3 clusters Score -191923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -191923.968750 Penalty: 751.162109
	Iteration 35Q: 3 clusters Score -191924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -191925.093750 Penalty: 751.162109
	Iteration 36Q: 3 clusters Score -191925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -191926.375000 Penalty: 751.162109
	Iteration 37Q: 3 clusters Score -191926.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -191927.156250 Penalty: 751.162109
	Iteration 38Q: 3 clusters Score -191927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -191927.921875 Penalty: 751.162109
	Iteration 39Q: 3 clusters Score -191927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -191928.453125 Penalty: 751.162109
	Iteration 40F: 3 clusters Score -191928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -191928.859375 Penalty: 751.162109
	Iteration 41Q: 3 clusters Score -191928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -191928.859375 Penalty: 751.162109
	Iteration 42F: 3 clusters Score -191928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 214775 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 464 members 
Mstep: Class 55 contains 3004 members 
Entering Unmasked Estep 
Score: -90666056.000000 Penalty: 36264.554688
Splitting cluster 22 changes total score from -90666336.000000 to -90666056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (5769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Entering Unmasked Estep 
Score: -283315.187500 Penalty: 394.041565
	Iteration 0F: 2 clusters Score -283315.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -279442.062500 Penalty: 788.083130
	Iteration 0F: 3 clusters Score -279442.1 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -280976.093750 Penalty: 788.083130
	Iteration 1F: 3 clusters Score -280976.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -281180.375000 Penalty: 788.083130
	Iteration 2F: 3 clusters Score -281180.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -281426.375000 Penalty: 788.083130
	Iteration 3F: 3 clusters Score -281426.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -281774.125000 Penalty: 788.083130
	Iteration 4F: 3 clusters Score -281774.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -282163.593750 Penalty: 788.083130
	Iteration 5F: 3 clusters Score -282163.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -282478.562500 Penalty: 788.083130
	Iteration 6F: 3 clusters Score -282478.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -282621.250000 Penalty: 788.083130
	Iteration 7Q: 3 clusters Score -282621.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -282711.781250 Penalty: 788.083130
	Iteration 8Q: 3 clusters Score -282711.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -282774.250000 Penalty: 788.083130
	Iteration 9Q: 3 clusters Score -282774.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -282828.250000 Penalty: 788.083130
	Iteration 10Q: 3 clusters Score -282828.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -282879.406250 Penalty: 788.083130
	Iteration 11Q: 3 clusters Score -282879.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -282917.937500 Penalty: 788.083130
	Iteration 12Q: 3 clusters Score -282917.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -282943.500000 Penalty: 788.083130
	Iteration 13Q: 3 clusters Score -282943.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -282963.218750 Penalty: 788.083130
	Iteration 14Q: 3 clusters Score -282963.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -282979.906250 Penalty: 788.083130
	Iteration 15Q: 3 clusters Score -282979.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -282994.625000 Penalty: 788.083130
	Iteration 16Q: 3 clusters Score -282994.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -283009.218750 Penalty: 788.083130
	Iteration 17Q: 3 clusters Score -283009.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -283023.593750 Penalty: 788.083130
	Iteration 18Q: 3 clusters Score -283023.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -283035.781250 Penalty: 788.083130
	Iteration 19Q: 3 clusters Score -283035.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -283047.000000 Penalty: 788.083130
	Iteration 20F: 3 clusters Score -283047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -283056.906250 Penalty: 788.083130
	Iteration 21Q: 3 clusters Score -283056.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -283062.281250 Penalty: 788.083130
	Iteration 22Q: 3 clusters Score -283062.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -283067.187500 Penalty: 788.083130
	Iteration 23Q: 3 clusters Score -283067.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -283072.500000 Penalty: 788.083130
	Iteration 24Q: 3 clusters Score -283072.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -283075.812500 Penalty: 788.083130
	Iteration 25Q: 3 clusters Score -283075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -283077.937500 Penalty: 788.083130
	Iteration 26Q: 3 clusters Score -283077.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -283078.656250 Penalty: 788.083130
	Iteration 27Q: 3 clusters Score -283078.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -283080.406250 Penalty: 788.083130
	Iteration 28Q: 3 clusters Score -283080.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -283081.937500 Penalty: 788.083130
	Iteration 29Q: 3 clusters Score -283081.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -283082.812500 Penalty: 788.083130
	Iteration 30Q: 3 clusters Score -283082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -283084.031250 Penalty: 788.083130
	Iteration 31Q: 3 clusters Score -283084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -283085.125000 Penalty: 788.083130
	Iteration 32Q: 3 clusters Score -283085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -283084.906250 Penalty: 788.083130
	Iteration 33Q: 3 clusters Score -283084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -283085.625000 Penalty: 788.083130
	Iteration 34Q: 3 clusters Score -283085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -283085.937500 Penalty: 788.083130
	Iteration 35Q: 3 clusters Score -283085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -283086.250000 Penalty: 788.083130
	Iteration 36Q: 3 clusters Score -283086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -283086.281250 Penalty: 788.083130
	Iteration 37Q: 3 clusters Score -283086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -283086.281250 Penalty: 788.083130
	Iteration 38F: 3 clusters Score -283086.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -61168.687500 Penalty: 327.038422
	Iteration 0F: 2 clusters Score -61168.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -60171.667969 Penalty: 654.076843
	Iteration 0F: 3 clusters Score -60171.67 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -60474.023438 Penalty: 654.076843
	Iteration 1F: 3 clusters Score -60474.02 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -60538.589844 Penalty: 654.076843
	Iteration 2F: 3 clusters Score -60538.59 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -60587.472656 Penalty: 654.076843
	Iteration 3F: 3 clusters Score -60587.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -60624.597656 Penalty: 654.076843
	Iteration 4Q: 3 clusters Score -60624.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -60645.589844 Penalty: 654.076843
	Iteration 5Q: 3 clusters Score -60645.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -60678.964844 Penalty: 654.076843
	Iteration 6Q: 3 clusters Score -60678.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -60709.152344 Penalty: 654.076843
	Iteration 7Q: 3 clusters Score -60709.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -60729.171875 Penalty: 654.076843
	Iteration 8Q: 3 clusters Score -60729.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -60745.570312 Penalty: 654.076843
	Iteration 9Q: 3 clusters Score -60745.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -60764.023438 Penalty: 654.076843
	Iteration 10Q: 3 clusters Score -60764.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -60777.082031 Penalty: 654.076843
	Iteration 11Q: 3 clusters Score -60777.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60791.296875 Penalty: 654.076843
	Iteration 12Q: 3 clusters Score -60791.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -60807.714844 Penalty: 654.076843
	Iteration 13Q: 3 clusters Score -60807.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -60823.187500 Penalty: 654.076843
	Iteration 14Q: 3 clusters Score -60823.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -60835.667969 Penalty: 654.076843
	Iteration 15Q: 3 clusters Score -60835.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60849.953125 Penalty: 654.076843
	Iteration 16Q: 3 clusters Score -60849.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -60864.964844 Penalty: 654.076843
	Iteration 17Q: 3 clusters Score -60864.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -60871.960938 Penalty: 654.076843
	Iteration 18Q: 3 clusters Score -60871.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -60874.519531 Penalty: 654.076843
	Iteration 19Q: 3 clusters Score -60874.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -60875.425781 Penalty: 654.076843
	Iteration 20F: 3 clusters Score -60875.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -60875.609375 Penalty: 654.076843
	Iteration 21Q: 3 clusters Score -60875.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -60875.609375 Penalty: 654.076843
	Iteration 22F: 3 clusters Score -60875.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (214775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214775 members 
Entering Unmasked Estep 
Score: -10722439.000000 Penalty: 558.619263
	Iteration 0F: 2 clusters Score -1.072244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -10586464.000000 Penalty: 1117.238525
	Iteration 0F: 3 clusters Score -1.058646e+07 nChanged 105942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97728 members 
Mstep: Class 2 contains 117047 members 
Entering Unmasked Estep 
Score: -10656314.000000 Penalty: 1117.238525
	Iteration 1F: 3 clusters Score -1.065631e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 122956 members 
Entering Unmasked Estep 
Score: -10666487.000000 Penalty: 1117.238525
	Iteration 2F: 3 clusters Score -1.066649e+07 nChanged 17959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 130145 members 
Entering Unmasked Estep 
Score: -10681970.000000 Penalty: 1117.238525
	Iteration 3F: 3 clusters Score -1.068197e+07 nChanged 18725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 135804 members 
Entering Unmasked Estep 
Score: -10696376.000000 Penalty: 1117.238525
	Iteration 4F: 3 clusters Score -1.069638e+07 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 137410 members 
Entering Unmasked Estep 
Score: -10701853.000000 Penalty: 1117.238525
	Iteration 5F: 3 clusters Score -1.070185e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 136798 members 
Entering Unmasked Estep 
Score: -10702449.000000 Penalty: 1117.238525
	Iteration 6Q: 3 clusters Score -1.070245e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 135594 members 
Entering Unmasked Estep 
Score: -10702355.000000 Penalty: 1117.238525
	Iteration 7Q: 3 clusters Score -1.070236e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 134169 members 
Entering Unmasked Estep 
Score: -10702064.000000 Penalty: 1117.238525
	Iteration 8Q: 3 clusters Score -1.070206e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 132644 members 
Entering Unmasked Estep 
Score: -10701655.000000 Penalty: 1117.238525
	Iteration 9Q: 3 clusters Score -1.070166e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83685 members 
Mstep: Class 2 contains 131090 members 
Entering Unmasked Estep 
Score: -10701414.000000 Penalty: 1117.238525
	Iteration 10Q: 3 clusters Score -1.070141e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85190 members 
Mstep: Class 2 contains 129585 members 
Entering Unmasked Estep 
Score: -10701180.000000 Penalty: 1117.238525
	Iteration 11Q: 3 clusters Score -1.070118e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 128019 members 
Entering Unmasked Estep 
Score: -10701066.000000 Penalty: 1117.238525
	Iteration 12Q: 3 clusters Score -1.070107e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 126403 members 
Entering Unmasked Estep 
Score: -10700976.000000 Penalty: 1117.238525
	Iteration 13Q: 3 clusters Score -1.070098e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 124792 members 
Entering Unmasked Estep 
Score: -10700848.000000 Penalty: 1117.238525
	Iteration 14Q: 3 clusters Score -1.070085e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 123174 members 
Entering Unmasked Estep 
Score: -10700849.000000 Penalty: 1117.238525
	Iteration 15Q: 3 clusters Score -1.070085e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 121531 members 
Entering Unmasked Estep 
Score: -10700707.000000 Penalty: 1117.238525
	Iteration 16Q: 3 clusters Score -1.070071e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -10700802.000000 Penalty: 1117.238525
	Iteration 17Q: 3 clusters Score -1.07008e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 117913 members 
Entering Unmasked Estep 
Score: -10700777.000000 Penalty: 1117.238525
	Iteration 18Q: 3 clusters Score -1.070078e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 115898 members 
Entering Unmasked Estep 
Score: -10700857.000000 Penalty: 1117.238525
	Iteration 19Q: 3 clusters Score -1.070086e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 113777 members 
Entering Unmasked Estep 
Score: -10700904.000000 Penalty: 1117.238525
	Iteration 20F: 3 clusters Score -1.07009e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 111536 members 
Entering Unmasked Estep 
Score: -10700996.000000 Penalty: 1117.238525
	Iteration 21Q: 3 clusters Score -1.0701e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105691 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -10701217.000000 Penalty: 1117.238525
	Iteration 22Q: 3 clusters Score -1.070122e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108369 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -10701461.000000 Penalty: 1117.238525
	Iteration 23Q: 3 clusters Score -1.070146e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111263 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -10701806.000000 Penalty: 1117.238525
	Iteration 24Q: 3 clusters Score -1.070181e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114326 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
Score: -10702240.000000 Penalty: 1117.238525
	Iteration 25Q: 3 clusters Score -1.070224e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117451 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -10702637.000000 Penalty: 1117.238525
	Iteration 26Q: 3 clusters Score -1.070264e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120646 members 
Mstep: Class 2 contains 94129 members 
Entering Unmasked Estep 
Score: -10703069.000000 Penalty: 1117.238525
	Iteration 27Q: 3 clusters Score -1.070307e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123893 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -10703625.000000 Penalty: 1117.238525
	Iteration 28Q: 3 clusters Score -1.070362e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127197 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -10704109.000000 Penalty: 1117.238525
	Iteration 29Q: 3 clusters Score -1.070411e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130520 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -10704549.000000 Penalty: 1117.238525
	Iteration 30Q: 3 clusters Score -1.070455e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133722 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -10705072.000000 Penalty: 1117.238525
	Iteration 31Q: 3 clusters Score -1.070507e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136804 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -10705661.000000 Penalty: 1117.238525
	Iteration 32Q: 3 clusters Score -1.070566e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140161 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -10706143.000000 Penalty: 1117.238525
	Iteration 33Q: 3 clusters Score -1.070614e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144046 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -10706912.000000 Penalty: 1117.238525
	Iteration 34Q: 3 clusters Score -1.070691e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148462 members 
Mstep: Class 2 contains 66313 members 
Entering Unmasked Estep 
Score: -10707760.000000 Penalty: 1117.238525
	Iteration 35Q: 3 clusters Score -1.070776e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -10708733.000000 Penalty: 1117.238525
	Iteration 36Q: 3 clusters Score -1.070873e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158234 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -10709866.000000 Penalty: 1117.238525
	Iteration 37Q: 3 clusters Score -1.070987e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163517 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -10711388.000000 Penalty: 1117.238525
	Iteration 38Q: 3 clusters Score -1.071139e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168393 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -10712876.000000 Penalty: 1117.238525
	Iteration 39Q: 3 clusters Score -1.071288e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -10713961.000000 Penalty: 1117.238525
	Iteration 40F: 3 clusters Score -1.071396e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176202 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -10714942.000000 Penalty: 1117.238525
	Iteration 41Q: 3 clusters Score -1.071494e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179451 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -10715871.000000 Penalty: 1117.238525
	Iteration 42Q: 3 clusters Score -1.071587e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182409 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -10716624.000000 Penalty: 1117.238525
	Iteration 43Q: 3 clusters Score -1.071662e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185089 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -10717430.000000 Penalty: 1117.238525
	Iteration 44Q: 3 clusters Score -1.071743e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187578 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -10718131.000000 Penalty: 1117.238525
	Iteration 45Q: 3 clusters Score -1.071813e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189842 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -10718600.000000 Penalty: 1117.238525
	Iteration 46Q: 3 clusters Score -1.07186e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191950 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -10719082.000000 Penalty: 1117.238525
	Iteration 47Q: 3 clusters Score -1.071908e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193783 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -10719522.000000 Penalty: 1117.238525
	Iteration 48Q: 3 clusters Score -1.071952e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195372 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -10719813.000000 Penalty: 1117.238525
	Iteration 49Q: 3 clusters Score -1.071981e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196816 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -10720154.000000 Penalty: 1117.238525
	Iteration 50Q: 3 clusters Score -1.072015e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198124 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -10720515.000000 Penalty: 1117.238525
	Iteration 51Q: 3 clusters Score -1.072052e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199256 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -10720837.000000 Penalty: 1117.238525
	Iteration 52Q: 3 clusters Score -1.072084e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200262 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -10721113.000000 Penalty: 1117.238525
	Iteration 53Q: 3 clusters Score -1.072111e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201175 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -10721382.000000 Penalty: 1117.238525
	Iteration 54Q: 3 clusters Score -1.072138e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201963 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -10721621.000000 Penalty: 1117.238525
	Iteration 55Q: 3 clusters Score -1.072162e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202708 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -10721865.000000 Penalty: 1117.238525
	Iteration 56Q: 3 clusters Score -1.072186e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203397 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -10722043.000000 Penalty: 1117.238525
	Iteration 57Q: 3 clusters Score -1.072204e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204073 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -10722240.000000 Penalty: 1117.238525
	Iteration 58Q: 3 clusters Score -1.072224e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204703 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -10722474.000000 Penalty: 1117.238525
	Iteration 59Q: 3 clusters Score -1.072247e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205281 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -10722640.000000 Penalty: 1117.238525
	Iteration 60F: 3 clusters Score -1.072264e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205815 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -10722742.000000 Penalty: 1117.238525
	Iteration 61Q: 3 clusters Score -1.072274e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206297 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -10722855.000000 Penalty: 1117.238525
	Iteration 62Q: 3 clusters Score -1.072286e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206777 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -10723012.000000 Penalty: 1117.238525
	Iteration 63Q: 3 clusters Score -1.072301e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207216 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -10723118.000000 Penalty: 1117.238525
	Iteration 64Q: 3 clusters Score -1.072312e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207604 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -10723141.000000 Penalty: 1117.238525
	Iteration 65Q: 3 clusters Score -1.072314e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207958 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -10723235.000000 Penalty: 1117.238525
	Iteration 66Q: 3 clusters Score -1.072324e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208250 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -10723380.000000 Penalty: 1117.238525
	Iteration 67Q: 3 clusters Score -1.072338e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208521 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -10723474.000000 Penalty: 1117.238525
	Iteration 68Q: 3 clusters Score -1.072347e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208755 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -10723594.000000 Penalty: 1117.238525
	Iteration 69Q: 3 clusters Score -1.072359e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208998 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -10723747.000000 Penalty: 1117.238525
	Iteration 70Q: 3 clusters Score -1.072375e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209199 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -10723788.000000 Penalty: 1117.238525
	Iteration 71Q: 3 clusters Score -1.072379e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209357 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -10723900.000000 Penalty: 1117.238525
	Iteration 72Q: 3 clusters Score -1.07239e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209466 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -10724000.000000 Penalty: 1117.238525
	Iteration 73Q: 3 clusters Score -1.0724e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209562 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -10724046.000000 Penalty: 1117.238525
	Iteration 74Q: 3 clusters Score -1.072405e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209666 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -10724093.000000 Penalty: 1117.238525
	Iteration 75Q: 3 clusters Score -1.072409e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209736 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -10724157.000000 Penalty: 1117.238525
	Iteration 76Q: 3 clusters Score -1.072416e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209788 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -10724225.000000 Penalty: 1117.238525
	Iteration 77Q: 3 clusters Score -1.072422e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209799 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -10724304.000000 Penalty: 1117.238525
	Iteration 78Q: 3 clusters Score -1.07243e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209813 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -10724340.000000 Penalty: 1117.238525
	Iteration 79Q: 3 clusters Score -1.072434e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209787 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -10724410.000000 Penalty: 1117.238525
	Iteration 80F: 3 clusters Score -1.072441e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209728 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -10724492.000000 Penalty: 1117.238525
	Iteration 81Q: 3 clusters Score -1.072449e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209636 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -10724580.000000 Penalty: 1117.238525
	Iteration 82Q: 3 clusters Score -1.072458e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209538 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -10724660.000000 Penalty: 1117.238525
	Iteration 83Q: 3 clusters Score -1.072466e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209420 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -10724747.000000 Penalty: 1117.238525
	Iteration 84Q: 3 clusters Score -1.072475e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209271 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -10724843.000000 Penalty: 1117.238525
	Iteration 85Q: 3 clusters Score -1.072484e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209124 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -10724965.000000 Penalty: 1117.238525
	Iteration 86Q: 3 clusters Score -1.072496e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208934 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -10725116.000000 Penalty: 1117.238525
	Iteration 87Q: 3 clusters Score -1.072512e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208736 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -10725271.000000 Penalty: 1117.238525
	Iteration 88Q: 3 clusters Score -1.072527e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208573 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -10725382.000000 Penalty: 1117.238525
	Iteration 89Q: 3 clusters Score -1.072538e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208387 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -10725495.000000 Penalty: 1117.238525
	Iteration 90Q: 3 clusters Score -1.07255e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208194 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -10725597.000000 Penalty: 1117.238525
	Iteration 91Q: 3 clusters Score -1.07256e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208056 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -10725666.000000 Penalty: 1117.238525
	Iteration 92Q: 3 clusters Score -1.072567e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207941 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -10725697.000000 Penalty: 1117.238525
	Iteration 93Q: 3 clusters Score -1.07257e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207860 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -10725750.000000 Penalty: 1117.238525
	Iteration 94Q: 3 clusters Score -1.072575e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207803 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -10725786.000000 Penalty: 1117.238525
	Iteration 95Q: 3 clusters Score -1.072579e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207752 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -10725791.000000 Penalty: 1117.238525
	Iteration 96Q: 3 clusters Score -1.072579e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207706 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -10725778.000000 Penalty: 1117.238525
	Iteration 97Q: 3 clusters Score -1.072578e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207658 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -10725753.000000 Penalty: 1117.238525
	Iteration 98Q: 3 clusters Score -1.072575e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207613 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -10725750.000000 Penalty: 1117.238525
	Iteration 99Q: 3 clusters Score -1.072575e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207582 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -10725803.000000 Penalty: 1117.238525
	Iteration 100F: 3 clusters Score -1.07258e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207386 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -10725865.000000 Penalty: 1117.238525
	Iteration 101Q: 3 clusters Score -1.072586e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207201 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -10725915.000000 Penalty: 1117.238525
	Iteration 102Q: 3 clusters Score -1.072592e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207028 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -10726030.000000 Penalty: 1117.238525
	Iteration 103Q: 3 clusters Score -1.072603e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206843 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -10726070.000000 Penalty: 1117.238525
	Iteration 104Q: 3 clusters Score -1.072607e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206660 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -10726186.000000 Penalty: 1117.238525
	Iteration 105Q: 3 clusters Score -1.072619e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206471 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -10726301.000000 Penalty: 1117.238525
	Iteration 106Q: 3 clusters Score -1.07263e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206290 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -10726358.000000 Penalty: 1117.238525
	Iteration 107Q: 3 clusters Score -1.072636e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206087 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -10726419.000000 Penalty: 1117.238525
	Iteration 108Q: 3 clusters Score -1.072642e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205897 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -10726489.000000 Penalty: 1117.238525
	Iteration 109Q: 3 clusters Score -1.072649e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205699 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -10726632.000000 Penalty: 1117.238525
	Iteration 110Q: 3 clusters Score -1.072663e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205501 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -10726684.000000 Penalty: 1117.238525
	Iteration 111Q: 3 clusters Score -1.072668e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205313 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -10726687.000000 Penalty: 1117.238525
	Iteration 112Q: 3 clusters Score -1.072669e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205133 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -10726742.000000 Penalty: 1117.238525
	Iteration 113Q: 3 clusters Score -1.072674e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204950 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -10726792.000000 Penalty: 1117.238525
	Iteration 114Q: 3 clusters Score -1.072679e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204784 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -10726852.000000 Penalty: 1117.238525
	Iteration 115Q: 3 clusters Score -1.072685e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204645 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -10726858.000000 Penalty: 1117.238525
	Iteration 116Q: 3 clusters Score -1.072686e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204518 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -10726886.000000 Penalty: 1117.238525
	Iteration 117Q: 3 clusters Score -1.072689e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204422 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -10726901.000000 Penalty: 1117.238525
	Iteration 118Q: 3 clusters Score -1.07269e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204340 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -10726903.000000 Penalty: 1117.238525
	Iteration 119Q: 3 clusters Score -1.07269e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204265 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -10726945.000000 Penalty: 1117.238525
	Iteration 120F: 3 clusters Score -1.072694e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204156 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -10726961.000000 Penalty: 1117.238525
	Iteration 121Q: 3 clusters Score -1.072696e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204048 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -10726952.000000 Penalty: 1117.238525
	Iteration 122Q: 3 clusters Score -1.072695e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203965 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -10726962.000000 Penalty: 1117.238525
	Iteration 123Q: 3 clusters Score -1.072696e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203872 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -10726962.000000 Penalty: 1117.238525
	Iteration 124Q: 3 clusters Score -1.072696e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203788 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -10726974.000000 Penalty: 1117.238525
	Iteration 125Q: 3 clusters Score -1.072697e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203706 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -10726960.000000 Penalty: 1117.238525
	Iteration 126Q: 3 clusters Score -1.072696e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203644 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -10726993.000000 Penalty: 1117.238525
	Iteration 127Q: 3 clusters Score -1.072699e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203578 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -10726993.000000 Penalty: 1117.238525
	Iteration 128Q: 3 clusters Score -1.072699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203501 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -10727007.000000 Penalty: 1117.238525
	Iteration 129Q: 3 clusters Score -1.072701e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203435 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -10727025.000000 Penalty: 1117.238525
	Iteration 130Q: 3 clusters Score -1.072702e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203375 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -10727018.000000 Penalty: 1117.238525
	Iteration 131Q: 3 clusters Score -1.072702e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203321 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -10727046.000000 Penalty: 1117.238525
	Iteration 132Q: 3 clusters Score -1.072705e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203265 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -10727055.000000 Penalty: 1117.238525
	Iteration 133Q: 3 clusters Score -1.072706e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203192 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -10727075.000000 Penalty: 1117.238525
	Iteration 134Q: 3 clusters Score -1.072708e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203125 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -10727085.000000 Penalty: 1117.238525
	Iteration 135Q: 3 clusters Score -1.072708e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203077 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -10727089.000000 Penalty: 1117.238525
	Iteration 136Q: 3 clusters Score -1.072709e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203024 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -10727093.000000 Penalty: 1117.238525
	Iteration 137Q: 3 clusters Score -1.072709e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202977 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -10727094.000000 Penalty: 1117.238525
	Iteration 138Q: 3 clusters Score -1.072709e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202939 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -10727091.000000 Penalty: 1117.238525
	Iteration 139Q: 3 clusters Score -1.072709e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202905 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -10727095.000000 Penalty: 1117.238525
	Iteration 140F: 3 clusters Score -1.07271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202879 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -10727101.000000 Penalty: 1117.238525
	Iteration 141Q: 3 clusters Score -1.07271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202853 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -10727095.000000 Penalty: 1117.238525
	Iteration 142Q: 3 clusters Score -1.07271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202829 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -10727092.000000 Penalty: 1117.238525
	Iteration 143Q: 3 clusters Score -1.072709e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202807 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -10727065.000000 Penalty: 1117.238525
	Iteration 144Q: 3 clusters Score -1.072706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202785 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -10727079.000000 Penalty: 1117.238525
	Iteration 145Q: 3 clusters Score -1.072708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202761 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -10727080.000000 Penalty: 1117.238525
	Iteration 146Q: 3 clusters Score -1.072708e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202731 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -10727084.000000 Penalty: 1117.238525
	Iteration 147Q: 3 clusters Score -1.072708e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202701 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -10727075.000000 Penalty: 1117.238525
	Iteration 148Q: 3 clusters Score -1.072708e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202666 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -10727079.000000 Penalty: 1117.238525
	Iteration 149Q: 3 clusters Score -1.072708e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202627 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -10727067.000000 Penalty: 1117.238525
	Iteration 150Q: 3 clusters Score -1.072707e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202602 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -10727046.000000 Penalty: 1117.238525
	Iteration 151Q: 3 clusters Score -1.072705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202586 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -10727055.000000 Penalty: 1117.238525
	Iteration 152Q: 3 clusters Score -1.072706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202569 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -10727042.000000 Penalty: 1117.238525
	Iteration 153Q: 3 clusters Score -1.072704e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202537 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -10727041.000000 Penalty: 1117.238525
	Iteration 154Q: 3 clusters Score -1.072704e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202502 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -10727033.000000 Penalty: 1117.238525
	Iteration 155Q: 3 clusters Score -1.072703e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202450 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -10727045.000000 Penalty: 1117.238525
	Iteration 156Q: 3 clusters Score -1.072704e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202395 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -10727046.000000 Penalty: 1117.238525
	Iteration 157Q: 3 clusters Score -1.072705e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202345 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -10727034.000000 Penalty: 1117.238525
	Iteration 158Q: 3 clusters Score -1.072703e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202305 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -10727029.000000 Penalty: 1117.238525
	Iteration 159Q: 3 clusters Score -1.072703e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202263 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -10727030.000000 Penalty: 1117.238525
	Iteration 160F: 3 clusters Score -1.072703e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202226 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -10727031.000000 Penalty: 1117.238525
	Iteration 161Q: 3 clusters Score -1.072703e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202182 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -10727034.000000 Penalty: 1117.238525
	Iteration 162Q: 3 clusters Score -1.072703e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202140 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -10727027.000000 Penalty: 1117.238525
	Iteration 163Q: 3 clusters Score -1.072703e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202100 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -10727023.000000 Penalty: 1117.238525
	Iteration 164Q: 3 clusters Score -1.072702e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202056 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -10727027.000000 Penalty: 1117.238525
	Iteration 165Q: 3 clusters Score -1.072703e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202005 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -10727020.000000 Penalty: 1117.238525
	Iteration 166Q: 3 clusters Score -1.072702e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201952 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -10727028.000000 Penalty: 1117.238525
	Iteration 167Q: 3 clusters Score -1.072703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201906 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -10727014.000000 Penalty: 1117.238525
	Iteration 168Q: 3 clusters Score -1.072701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201861 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -10727009.000000 Penalty: 1117.238525
	Iteration 169Q: 3 clusters Score -1.072701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201816 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -10727001.000000 Penalty: 1117.238525
	Iteration 170Q: 3 clusters Score -1.0727e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201778 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -10726996.000000 Penalty: 1117.238525
	Iteration 171Q: 3 clusters Score -1.0727e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201742 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -10727001.000000 Penalty: 1117.238525
	Iteration 172Q: 3 clusters Score -1.0727e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201711 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -10727003.000000 Penalty: 1117.238525
	Iteration 173Q: 3 clusters Score -1.0727e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201680 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -10727012.000000 Penalty: 1117.238525
	Iteration 174Q: 3 clusters Score -1.072701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201644 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -10726986.000000 Penalty: 1117.238525
	Iteration 175Q: 3 clusters Score -1.072699e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201624 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -10726971.000000 Penalty: 1117.238525
	Iteration 176Q: 3 clusters Score -1.072697e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201599 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -10726991.000000 Penalty: 1117.238525
	Iteration 177Q: 3 clusters Score -1.072699e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201572 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -10726984.000000 Penalty: 1117.238525
	Iteration 178Q: 3 clusters Score -1.072698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201544 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -10727006.000000 Penalty: 1117.238525
	Iteration 179Q: 3 clusters Score -1.072701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201520 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -10727026.000000 Penalty: 1117.238525
	Iteration 180F: 3 clusters Score -1.072703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201502 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -10727020.000000 Penalty: 1117.238525
	Iteration 181Q: 3 clusters Score -1.072702e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201478 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -10727023.000000 Penalty: 1117.238525
	Iteration 182Q: 3 clusters Score -1.072702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201454 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -10727033.000000 Penalty: 1117.238525
	Iteration 183Q: 3 clusters Score -1.072703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201427 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -10727028.000000 Penalty: 1117.238525
	Iteration 184Q: 3 clusters Score -1.072703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201407 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -10727037.000000 Penalty: 1117.238525
	Iteration 185Q: 3 clusters Score -1.072704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201386 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -10727047.000000 Penalty: 1117.238525
	Iteration 186Q: 3 clusters Score -1.072705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201361 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -10727060.000000 Penalty: 1117.238525
	Iteration 187Q: 3 clusters Score -1.072706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201348 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -10727056.000000 Penalty: 1117.238525
	Iteration 188Q: 3 clusters Score -1.072706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201334 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -10727051.000000 Penalty: 1117.238525
	Iteration 189Q: 3 clusters Score -1.072705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201323 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -10727057.000000 Penalty: 1117.238525
	Iteration 190Q: 3 clusters Score -1.072706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201316 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -10727055.000000 Penalty: 1117.238525
	Iteration 191Q: 3 clusters Score -1.072706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201310 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -10727062.000000 Penalty: 1117.238525
	Iteration 192Q: 3 clusters Score -1.072706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201303 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -10727055.000000 Penalty: 1117.238525
	Iteration 193Q: 3 clusters Score -1.072706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201298 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -10727055.000000 Penalty: 1117.238525
	Iteration 194Q: 3 clusters Score -1.072706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201296 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -10727054.000000 Penalty: 1117.238525
	Iteration 195Q: 3 clusters Score -1.072705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201294 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -10727056.000000 Penalty: 1117.238525
	Iteration 196Q: 3 clusters Score -1.072706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201293 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -10727053.000000 Penalty: 1117.238525
	Iteration 197Q: 3 clusters Score -1.072705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201293 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -10727053.000000 Penalty: 1117.238525
	Iteration 198F: 3 clusters Score -1.072705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 201293 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 561 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 464 members 
Mstep: Class 55 contains 13482 members 
Entering Unmasked Estep 
Score: -90669232.000000 Penalty: 36264.554688
Splitting cluster 25 changes total score from -90666336.000000 to -90669232.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 26 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -247787.875000 Penalty: 390.380524
	Iteration 0F: 2 clusters Score -247787.9 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 2674 members 
Entering Unmasked Estep 
Score: -244228.625000 Penalty: 780.761047
	Iteration 0F: 3 clusters Score -244228.6 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -245743.390625 Penalty: 780.761047
	Iteration 1F: 3 clusters Score -245743.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -245957.359375 Penalty: 780.761047
	Iteration 2F: 3 clusters Score -245957.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -246145.140625 Penalty: 780.761047
	Iteration 3F: 3 clusters Score -246145.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -246311.812500 Penalty: 780.761047
	Iteration 4F: 3 clusters Score -246311.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -246481.375000 Penalty: 780.761047
	Iteration 5Q: 3 clusters Score -246481.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -246663.171875 Penalty: 780.761047
	Iteration 6Q: 3 clusters Score -246663.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -246846.437500 Penalty: 780.761047
	Iteration 7Q: 3 clusters Score -246846.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -246981.406250 Penalty: 780.761047
	Iteration 8Q: 3 clusters Score -246981.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -247073.640625 Penalty: 780.761047
	Iteration 9Q: 3 clusters Score -247073.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -247133.718750 Penalty: 780.761047
	Iteration 10Q: 3 clusters Score -247133.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -247166.843750 Penalty: 780.761047
	Iteration 11Q: 3 clusters Score -247166.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -247194.625000 Penalty: 780.761047
	Iteration 12Q: 3 clusters Score -247194.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -247211.296875 Penalty: 780.761047
	Iteration 13Q: 3 clusters Score -247211.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -247220.187500 Penalty: 780.761047
	Iteration 14Q: 3 clusters Score -247220.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -247224.859375 Penalty: 780.761047
	Iteration 15Q: 3 clusters Score -247224.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -247228.640625 Penalty: 780.761047
	Iteration 16Q: 3 clusters Score -247228.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -247230.765625 Penalty: 780.761047
	Iteration 17Q: 3 clusters Score -247230.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -247232.156250 Penalty: 780.761047
	Iteration 18Q: 3 clusters Score -247232.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -247233.718750 Penalty: 780.761047
	Iteration 19Q: 3 clusters Score -247233.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -247235.984375 Penalty: 780.761047
	Iteration 20F: 3 clusters Score -247236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -247238.968750 Penalty: 780.761047
	Iteration 21Q: 3 clusters Score -247239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -247241.968750 Penalty: 780.761047
	Iteration 22Q: 3 clusters Score -247242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -247243.562500 Penalty: 780.761047
	Iteration 23Q: 3 clusters Score -247243.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -247244.843750 Penalty: 780.761047
	Iteration 24Q: 3 clusters Score -247244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -247246.171875 Penalty: 780.761047
	Iteration 25Q: 3 clusters Score -247246.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -247247.609375 Penalty: 780.761047
	Iteration 26Q: 3 clusters Score -247247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -247248.375000 Penalty: 780.761047
	Iteration 27Q: 3 clusters Score -247248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -247248.671875 Penalty: 780.761047
	Iteration 28Q: 3 clusters Score -247248.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -247250.015625 Penalty: 780.761047
	Iteration 29Q: 3 clusters Score -247250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -247250.937500 Penalty: 780.761047
	Iteration 30Q: 3 clusters Score -247250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -247251.515625 Penalty: 780.761047
	Iteration 31Q: 3 clusters Score -247251.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -247251.281250 Penalty: 780.761047
	Iteration 32Q: 3 clusters Score -247251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -247251.421875 Penalty: 780.761047
	Iteration 33Q: 3 clusters Score -247251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -247251.343750 Penalty: 780.761047
	Iteration 34Q: 3 clusters Score -247251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -247251.343750 Penalty: 780.761047
	Iteration 35F: 3 clusters Score -247251.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -131309.609375 Penalty: 359.848358
	Iteration 0F: 2 clusters Score -131309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -129411.125000 Penalty: 719.696716
	Iteration 0F: 3 clusters Score -129411.1 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -130100.187500 Penalty: 719.696716
	Iteration 1F: 3 clusters Score -130100.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -130229.335938 Penalty: 719.696716
	Iteration 2F: 3 clusters Score -130229.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -130375.218750 Penalty: 719.696716
	Iteration 3F: 3 clusters Score -130375.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -130497.976562 Penalty: 719.696716
	Iteration 4F: 3 clusters Score -130498 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -130623.617188 Penalty: 719.696716
	Iteration 5F: 3 clusters Score -130623.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -130721.304688 Penalty: 719.696716
	Iteration 6Q: 3 clusters Score -130721.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -130793.929688 Penalty: 719.696716
	Iteration 7Q: 3 clusters Score -130793.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -130842.578125 Penalty: 719.696716
	Iteration 8Q: 3 clusters Score -130842.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -130869.804688 Penalty: 719.696716
	Iteration 9Q: 3 clusters Score -130869.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -130885.812500 Penalty: 719.696716
	Iteration 10Q: 3 clusters Score -130885.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -130904.710938 Penalty: 719.696716
	Iteration 11Q: 3 clusters Score -130904.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -130919.351562 Penalty: 719.696716
	Iteration 12Q: 3 clusters Score -130919.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -130933.390625 Penalty: 719.696716
	Iteration 13Q: 3 clusters Score -130933.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -130941.421875 Penalty: 719.696716
	Iteration 14Q: 3 clusters Score -130941.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -130946.507812 Penalty: 719.696716
	Iteration 15Q: 3 clusters Score -130946.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -130952.328125 Penalty: 719.696716
	Iteration 16Q: 3 clusters Score -130952.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -130954.062500 Penalty: 719.696716
	Iteration 17Q: 3 clusters Score -130954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -130956.984375 Penalty: 719.696716
	Iteration 18Q: 3 clusters Score -130957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -130960.460938 Penalty: 719.696716
	Iteration 19Q: 3 clusters Score -130960.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -130963.695312 Penalty: 719.696716
	Iteration 20F: 3 clusters Score -130963.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -130970.164062 Penalty: 719.696716
	Iteration 21Q: 3 clusters Score -130970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -130972.914062 Penalty: 719.696716
	Iteration 22Q: 3 clusters Score -130972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -130978.695312 Penalty: 719.696716
	Iteration 23Q: 3 clusters Score -130978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -130981.578125 Penalty: 719.696716
	Iteration 24Q: 3 clusters Score -130981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -130983.156250 Penalty: 719.696716
	Iteration 25Q: 3 clusters Score -130983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -130987.031250 Penalty: 719.696716
	Iteration 26Q: 3 clusters Score -130987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -130988.242188 Penalty: 719.696716
	Iteration 27Q: 3 clusters Score -130988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -130988.507812 Penalty: 719.696716
	Iteration 28Q: 3 clusters Score -130988.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -130988.507812 Penalty: 719.696716
	Iteration 29F: 3 clusters Score -130988.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Entering Unmasked Estep 
Score: -2103485.750000 Penalty: 487.996765
	Iteration 0F: 2 clusters Score -2103486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -2072929.375000 Penalty: 975.993530
	Iteration 0F: 3 clusters Score -2072929 nChanged 22047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2086165.375000 Penalty: 975.993530
	Iteration 1F: 3 clusters Score -2086165 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2086897.500000 Penalty: 975.993530
	Iteration 2Q: 3 clusters Score -2086898 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2088174.625000 Penalty: 975.993530
	Iteration 3Q: 3 clusters Score -2088175 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2090348.875000 Penalty: 975.993530
	Iteration 4F: 3 clusters Score -2090349 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2093061.750000 Penalty: 975.993530
	Iteration 5F: 3 clusters Score -2093062 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2095403.000000 Penalty: 975.993530
	Iteration 6F: 3 clusters Score -2095403 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2096603.250000 Penalty: 975.993530
	Iteration 7Q: 3 clusters Score -2096603 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2097108.875000 Penalty: 975.993530
	Iteration 8Q: 3 clusters Score -2097109 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2097384.250000 Penalty: 975.993530
	Iteration 9Q: 3 clusters Score -2097384 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2097642.250000 Penalty: 975.993530
	Iteration 10Q: 3 clusters Score -2097642 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2097905.250000 Penalty: 975.993530
	Iteration 11Q: 3 clusters Score -2097905 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2098209.000000 Penalty: 975.993530
	Iteration 12Q: 3 clusters Score -2098209 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2098548.500000 Penalty: 975.993530
	Iteration 13Q: 3 clusters Score -2098548 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2098854.000000 Penalty: 975.993530
	Iteration 14Q: 3 clusters Score -2098854 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2099174.250000 Penalty: 975.993530
	Iteration 15Q: 3 clusters Score -2099174 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2099498.250000 Penalty: 975.993530
	Iteration 16Q: 3 clusters Score -2099498 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2099825.750000 Penalty: 975.993530
	Iteration 17Q: 3 clusters Score -2099826 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2100155.500000 Penalty: 975.993530
	Iteration 18Q: 3 clusters Score -2100156 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2100511.500000 Penalty: 975.993530
	Iteration 19Q: 3 clusters Score -2100512 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2100842.750000 Penalty: 975.993530
	Iteration 20F: 3 clusters Score -2100843 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2101181.500000 Penalty: 975.993530
	Iteration 21Q: 3 clusters Score -2101182 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2101499.500000 Penalty: 975.993530
	Iteration 22Q: 3 clusters Score -2101500 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2101775.000000 Penalty: 975.993530
	Iteration 23Q: 3 clusters Score -2101775 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2102034.500000 Penalty: 975.993530
	Iteration 24Q: 3 clusters Score -2102034 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2102221.750000 Penalty: 975.993530
	Iteration 25Q: 3 clusters Score -2102222 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2102387.750000 Penalty: 975.993530
	Iteration 26Q: 3 clusters Score -2102388 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2102522.750000 Penalty: 975.993530
	Iteration 27Q: 3 clusters Score -2102523 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2102650.000000 Penalty: 975.993530
	Iteration 28Q: 3 clusters Score -2102650 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2102759.500000 Penalty: 975.993530
	Iteration 29Q: 3 clusters Score -2102760 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2102823.000000 Penalty: 975.993530
	Iteration 30Q: 3 clusters Score -2102823 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2102856.000000 Penalty: 975.993530
	Iteration 31Q: 3 clusters Score -2102856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2102885.250000 Penalty: 975.993530
	Iteration 32Q: 3 clusters Score -2102885 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2102913.000000 Penalty: 975.993530
	Iteration 33Q: 3 clusters Score -2102913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2102942.750000 Penalty: 975.993530
	Iteration 34Q: 3 clusters Score -2102943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2102971.750000 Penalty: 975.993530
	Iteration 35Q: 3 clusters Score -2102972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2102992.500000 Penalty: 975.993530
	Iteration 36Q: 3 clusters Score -2102992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2103006.500000 Penalty: 975.993530
	Iteration 37Q: 3 clusters Score -2103006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2103011.000000 Penalty: 975.993530
	Iteration 38Q: 3 clusters Score -2103011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2103021.000000 Penalty: 975.993530
	Iteration 39Q: 3 clusters Score -2103021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2103030.250000 Penalty: 975.993530
	Iteration 40F: 3 clusters Score -2103030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2103038.000000 Penalty: 975.993530
	Iteration 41Q: 3 clusters Score -2103038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2103043.250000 Penalty: 975.993530
	Iteration 42Q: 3 clusters Score -2103043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2103046.750000 Penalty: 975.993530
	Iteration 43Q: 3 clusters Score -2103047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2103051.500000 Penalty: 975.993530
	Iteration 44Q: 3 clusters Score -2103052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2103052.750000 Penalty: 975.993530
	Iteration 45Q: 3 clusters Score -2103053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2103057.000000 Penalty: 975.993530
	Iteration 46Q: 3 clusters Score -2103057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2103062.250000 Penalty: 975.993530
	Iteration 47Q: 3 clusters Score -2103062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2103065.000000 Penalty: 975.993530
	Iteration 48Q: 3 clusters Score -2103065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2103070.000000 Penalty: 975.993530
	Iteration 49Q: 3 clusters Score -2103070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2103073.000000 Penalty: 975.993530
	Iteration 50Q: 3 clusters Score -2103073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2103074.250000 Penalty: 975.993530
	Iteration 51Q: 3 clusters Score -2103074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2103072.500000 Penalty: 975.993530
	Iteration 52Q: 3 clusters Score -2103072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2103077.750000 Penalty: 975.993530
	Iteration 53Q: 3 clusters Score -2103078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2103081.750000 Penalty: 975.993530
	Iteration 54Q: 3 clusters Score -2103082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2103082.500000 Penalty: 975.993530
	Iteration 55Q: 3 clusters Score -2103082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2103082.000000 Penalty: 975.993530
	Iteration 56Q: 3 clusters Score -2103082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2103082.000000 Penalty: 975.993530
	Iteration 57Q: 3 clusters Score -2103082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2103083.500000 Penalty: 975.993530
	Iteration 58Q: 3 clusters Score -2103084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2103083.250000 Penalty: 975.993530
	Iteration 59Q: 3 clusters Score -2103083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2103086.250000 Penalty: 975.993530
	Iteration 60F: 3 clusters Score -2103086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2103087.750000 Penalty: 975.993530
	Iteration 61Q: 3 clusters Score -2103088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2103088.000000 Penalty: 975.993530
	Iteration 62Q: 3 clusters Score -2103088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2103089.500000 Penalty: 975.993530
	Iteration 63Q: 3 clusters Score -2103090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2103089.500000 Penalty: 975.993530
	Iteration 64F: 3 clusters Score -2103090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -114014.351562 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -114014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -112355.171875 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -112355.2 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -112945.039062 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -112945 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -113006.476562 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -113006.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -113058.625000 Penalty: 704.598083
	Iteration 3Q: 3 clusters Score -113058.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -113112.296875 Penalty: 704.598083
	Iteration 4Q: 3 clusters Score -113112.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -113162.992188 Penalty: 704.598083
	Iteration 5Q: 3 clusters Score -113163 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -113219.875000 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -113219.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -113284.039062 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -113284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -113359.710938 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -113359.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -113437.554688 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -113437.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -113498.835938 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -113498.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -113545.125000 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -113545.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -113593.648438 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -113593.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -113626.203125 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -113626.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -113649.671875 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -113649.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -113661.562500 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -113661.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -113672.101562 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -113672.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -113678.601562 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -113678.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -113683.710938 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -113683.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -113687.601562 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -113687.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -113691.203125 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -113691.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -113694.476562 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -113694.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -113698.078125 Penalty: 704.598083
	Iteration 22Q: 3 clusters Score -113698.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -113702.734375 Penalty: 704.598083
	Iteration 23Q: 3 clusters Score -113702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -113704.789062 Penalty: 704.598083
	Iteration 24Q: 3 clusters Score -113704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -113705.945312 Penalty: 704.598083
	Iteration 25Q: 3 clusters Score -113705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -113706.796875 Penalty: 704.598083
	Iteration 26Q: 3 clusters Score -113706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -113707.109375 Penalty: 704.598083
	Iteration 27Q: 3 clusters Score -113707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -113707.609375 Penalty: 704.598083
	Iteration 28Q: 3 clusters Score -113707.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -113708.445312 Penalty: 704.598083
	Iteration 29Q: 3 clusters Score -113708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -113708.562500 Penalty: 704.598083
	Iteration 30Q: 3 clusters Score -113708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -113709.289062 Penalty: 704.598083
	Iteration 31Q: 3 clusters Score -113709.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -113710.195312 Penalty: 704.598083
	Iteration 32Q: 3 clusters Score -113710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -113711.335938 Penalty: 704.598083
	Iteration 33Q: 3 clusters Score -113711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -113711.648438 Penalty: 704.598083
	Iteration 34Q: 3 clusters Score -113711.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -113712.148438 Penalty: 704.598083
	Iteration 35Q: 3 clusters Score -113712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -113712.921875 Penalty: 704.598083
	Iteration 36Q: 3 clusters Score -113712.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -113713.695312 Penalty: 704.598083
	Iteration 37Q: 3 clusters Score -113713.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -113715.359375 Penalty: 704.598083
	Iteration 38Q: 3 clusters Score -113715.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -113716.906250 Penalty: 704.598083
	Iteration 39Q: 3 clusters Score -113716.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -113718.703125 Penalty: 704.598083
	Iteration 40F: 3 clusters Score -113718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -113719.625000 Penalty: 704.598083
	Iteration 41Q: 3 clusters Score -113719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -113720.859375 Penalty: 704.598083
	Iteration 42Q: 3 clusters Score -113720.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -113722.500000 Penalty: 704.598083
	Iteration 43Q: 3 clusters Score -113722.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -113723.343750 Penalty: 704.598083
	Iteration 44Q: 3 clusters Score -113723.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -113725.492188 Penalty: 704.598083
	Iteration 45Q: 3 clusters Score -113725.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -113728.117188 Penalty: 704.598083
	Iteration 46Q: 3 clusters Score -113728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -113729.476562 Penalty: 704.598083
	Iteration 47Q: 3 clusters Score -113729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -113729.843750 Penalty: 704.598083
	Iteration 48Q: 3 clusters Score -113729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -113730.562500 Penalty: 704.598083
	Iteration 49Q: 3 clusters Score -113730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -113730.585938 Penalty: 704.598083
	Iteration 50Q: 3 clusters Score -113730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -113730.796875 Penalty: 704.598083
	Iteration 51Q: 3 clusters Score -113730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -113730.906250 Penalty: 704.598083
	Iteration 52Q: 3 clusters Score -113730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -113730.906250 Penalty: 704.598083
	Iteration 53F: 3 clusters Score -113730.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -19148.500000 Penalty: 288.002319
	Iteration 0F: 2 clusters Score -19148.5 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 293 members 
Entering Unmasked Estep 
Score: -18648.246094 Penalty: 576.004639
	Iteration 0F: 3 clusters Score -18648.25 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18837.492188 Penalty: 576.004639
	Iteration 1F: 3 clusters Score -18837.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18889.599609 Penalty: 576.004639
	Iteration 2F: 3 clusters Score -18889.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -18917.642578 Penalty: 576.004639
	Iteration 3F: 3 clusters Score -18917.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18931.787109 Penalty: 576.004639
	Iteration 4Q: 3 clusters Score -18931.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -18954.316406 Penalty: 576.004639
	Iteration 5Q: 3 clusters Score -18954.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18981.410156 Penalty: 576.004639
	Iteration 6Q: 3 clusters Score -18981.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19029.873047 Penalty: 576.004639
	Iteration 7Q: 3 clusters Score -19029.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19067.330078 Penalty: 576.004639
	Iteration 8Q: 3 clusters Score -19067.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19116.306641 Penalty: 576.004639
	Iteration 9Q: 3 clusters Score -19116.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19170.794922 Penalty: 576.004639
	Iteration 10Q: 3 clusters Score -19170.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19197.890625 Penalty: 576.004639
	Iteration 11Q: 3 clusters Score -19197.89 nChanged 9
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: -19233.132812 Penalty: 576.004639
	Iteration 12Q: 3 clusters Score -19233.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19272.744141 Penalty: 576.004639
	Iteration 13Q: 3 clusters Score -19272.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19289.681641 Penalty: 576.004639
	Iteration 14Q: 3 clusters Score -19289.68 nChanged 5
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: -19304.357422 Penalty: 576.004639
	Iteration 15Q: 3 clusters Score -19304.36 nChanged 6
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: -19313.632812 Penalty: 576.004639
	Iteration 16Q: 3 clusters Score -19313.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -19344.742188 Penalty: 576.004639
	Iteration 17Q: 3 clusters Score -19344.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19433.160156 Penalty: 576.004639
	Iteration 18Q: 3 clusters Score -19433.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -19573.251953 Penalty: 576.004639
	Iteration 19Q: 3 clusters Score -19573.25 nChanged 9
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: -19594.316406 Penalty: 576.004639
	Iteration 20F: 3 clusters Score -19594.32 nChanged 4
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: -19599.261719 Penalty: 576.004639
	Iteration 21Q: 3 clusters Score -19599.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -19600.332031 Penalty: 576.004639
	Iteration 22Q: 3 clusters Score -19600.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -19600.332031 Penalty: 576.004639
	Iteration 23F: 3 clusters Score -19600.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 201293 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 464 members 
Mstep: Class 55 contains 13482 members 
Mstep: Class 56 contains 362 members 
Entering Unmasked Estep 
Score: -90669288.000000 Penalty: 36923.910156
Splitting cluster 30 changes total score from -90666336.000000 to -90669288.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 31 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -12983.815430 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -12983.82 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 142 members 
Entering Unmasked Estep 
Score: -12654.728516 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -12654.73 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12821.977539 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -12821.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12913.238281 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -12913.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12959.808594 Penalty: 507.755432
	Iteration 3F: 3 clusters Score -12959.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12979.144531 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -12979.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12989.731445 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -12989.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12994.738281 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -12994.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12995.215820 Penalty: 507.755432
	Iteration 7Q: 3 clusters Score -12995.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12995.514648 Penalty: 507.755432
	Iteration 8Q: 3 clusters Score -12995.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12995.514648 Penalty: 507.755432
	Iteration 9F: 3 clusters Score -12995.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 201293 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 113 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1226 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 464 members 
Mstep: Class 55 contains 13482 members 
Mstep: Class 56 contains 362 members 
Mstep: Class 57 contains 152 members 
Entering Unmasked Estep 
Score: -90668984.000000 Penalty: 37583.265625
Splitting cluster 31 changes total score from -90666336.000000 to -90668984.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 32 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -73514.546875 Penalty: 333.473785
	Iteration 0F: 2 clusters Score -73514.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -72365.609375 Penalty: 666.947571
	Iteration 0F: 3 clusters Score -72365.61 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -72712.804688 Penalty: 666.947571
	Iteration 1F: 3 clusters Score -72712.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -72756.726562 Penalty: 666.947571
	Iteration 2F: 3 clusters Score -72756.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -72788.078125 Penalty: 666.947571
	Iteration 3Q: 3 clusters Score -72788.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -72831.632812 Penalty: 666.947571
	Iteration 4Q: 3 clusters Score -72831.63 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72890.367188 Penalty: 666.947571
	Iteration 5Q: 3 clusters Score -72890.37 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -72944.679688 Penalty: 666.947571
	Iteration 6Q: 3 clusters Score -72944.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -73006.601562 Penalty: 666.947571
	Iteration 7Q: 3 clusters Score -73006.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73085.710938 Penalty: 666.947571
	Iteration 8Q: 3 clusters Score -73085.71 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -73169.453125 Penalty: 666.947571
	Iteration 9F: 3 clusters Score -73169.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73211.867188 Penalty: 666.947571
	Iteration 10Q: 3 clusters Score -73211.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73234.085938 Penalty: 666.947571
	Iteration 11Q: 3 clusters Score -73234.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73243.296875 Penalty: 666.947571
	Iteration 12Q: 3 clusters Score -73243.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73253.070312 Penalty: 666.947571
	Iteration 13Q: 3 clusters Score -73253.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73266.656250 Penalty: 666.947571
	Iteration 14Q: 3 clusters Score -73266.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73282.257812 Penalty: 666.947571
	Iteration 15Q: 3 clusters Score -73282.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73292.140625 Penalty: 666.947571
	Iteration 16Q: 3 clusters Score -73292.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73310.093750 Penalty: 666.947571
	Iteration 17Q: 3 clusters Score -73310.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73324.664062 Penalty: 666.947571
	Iteration 18Q: 3 clusters Score -73324.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73331.953125 Penalty: 666.947571
	Iteration 19Q: 3 clusters Score -73331.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73334.234375 Penalty: 666.947571
	Iteration 20F: 3 clusters Score -73334.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73335.585938 Penalty: 666.947571
	Iteration 21Q: 3 clusters Score -73335.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73336.437500 Penalty: 666.947571
	Iteration 22Q: 3 clusters Score -73336.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73336.562500 Penalty: 666.947571
	Iteration 23Q: 3 clusters Score -73336.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73336.562500 Penalty: 666.947571
	Iteration 24F: 3 clusters Score -73336.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -75406.562500 Penalty: 341.499908
	Iteration 0F: 2 clusters Score -75406.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -74065.093750 Penalty: 682.999817
	Iteration 0F: 3 clusters Score -74065.09 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -74664.046875 Penalty: 682.999817
	Iteration 1F: 3 clusters Score -74664.05 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -74880.593750 Penalty: 682.999817
	Iteration 2F: 3 clusters Score -74880.59 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -75009.687500 Penalty: 682.999817
	Iteration 3F: 3 clusters Score -75009.69 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -75097.742188 Penalty: 682.999817
	Iteration 4F: 3 clusters Score -75097.74 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -75153.828125 Penalty: 682.999817
	Iteration 5Q: 3 clusters Score -75153.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -75194.539062 Penalty: 682.999817
	Iteration 6Q: 3 clusters Score -75194.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -75227.328125 Penalty: 682.999817
	Iteration 7Q: 3 clusters Score -75227.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -75249.875000 Penalty: 682.999817
	Iteration 8Q: 3 clusters Score -75249.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -75271.640625 Penalty: 682.999817
	Iteration 9Q: 3 clusters Score -75271.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -75284.312500 Penalty: 682.999817
	Iteration 10Q: 3 clusters Score -75284.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -75294.679688 Penalty: 682.999817
	Iteration 11Q: 3 clusters Score -75294.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75297.375000 Penalty: 682.999817
	Iteration 12Q: 3 clusters Score -75297.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -75297.757812 Penalty: 682.999817
	Iteration 13Q: 3 clusters Score -75297.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75298.046875 Penalty: 682.999817
	Iteration 14Q: 3 clusters Score -75298.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -75298.781250 Penalty: 682.999817
	Iteration 15Q: 3 clusters Score -75298.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -75298.960938 Penalty: 682.999817
	Iteration 16Q: 3 clusters Score -75298.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75299.335938 Penalty: 682.999817
	Iteration 17Q: 3 clusters Score -75299.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75299.335938 Penalty: 682.999817
	Iteration 18F: 3 clusters Score -75299.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -59603.445312 Penalty: 323.573792
	Iteration 0F: 2 clusters Score -59603.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -58752.277344 Penalty: 647.147583
	Iteration 0F: 3 clusters Score -58752.28 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59718.222656 Penalty: 647.147583
	Iteration 1F: 3 clusters Score -59718.22 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59969.558594 Penalty: 647.147583
	Iteration 2F: 3 clusters Score -59969.56 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60072.285156 Penalty: 647.147583
	Iteration 3F: 3 clusters Score -60072.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60134.527344 Penalty: 647.147583
	Iteration 4Q: 3 clusters Score -60134.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60150.621094 Penalty: 647.147583
	Iteration 5Q: 3 clusters Score -60150.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60153.957031 Penalty: 647.147583
	Iteration 6Q: 3 clusters Score -60153.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60155.238281 Penalty: 647.147583
	Iteration 7Q: 3 clusters Score -60155.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60156.253906 Penalty: 647.147583
	Iteration 8Q: 3 clusters Score -60156.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60157.566406 Penalty: 647.147583
	Iteration 9Q: 3 clusters Score -60157.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60157.902344 Penalty: 647.147583
	Iteration 10Q: 3 clusters Score -60157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60158.625000 Penalty: 647.147583
	Iteration 11Q: 3 clusters Score -60158.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60158.625000 Penalty: 647.147583
	Iteration 12F: 3 clusters Score -60158.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 201293 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 113 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1006 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 464 members 
Mstep: Class 55 contains 13482 members 
Mstep: Class 56 contains 362 members 
Mstep: Class 57 contains 152 members 
Mstep: Class 58 contains 220 members 
Entering Unmasked Estep 
Score: -90669792.000000 Penalty: 38242.621094
Splitting cluster 34 changes total score from -90666336.000000 to -90669792.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 36 (5640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Entering Unmasked Estep 
Score: -260549.718750 Penalty: 393.012573
	Iteration 0F: 2 clusters Score -260549.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -256742.859375 Penalty: 786.025146
	Iteration 0F: 3 clusters Score -256742.9 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -258156.515625 Penalty: 786.025146
	Iteration 1F: 3 clusters Score -258156.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -258279.921875 Penalty: 786.025146
	Iteration 2F: 3 clusters Score -258279.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -258414.531250 Penalty: 786.025146
	Iteration 3F: 3 clusters Score -258414.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -258564.468750 Penalty: 786.025146
	Iteration 4F: 3 clusters Score -258564.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -258753.875000 Penalty: 786.025146
	Iteration 5F: 3 clusters Score -258753.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -259007.703125 Penalty: 786.025146
	Iteration 6F: 3 clusters Score -259007.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -259315.281250 Penalty: 786.025146
	Iteration 7F: 3 clusters Score -259315.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -259642.031250 Penalty: 786.025146
	Iteration 8F: 3 clusters Score -259642 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -259898.421875 Penalty: 786.025146
	Iteration 9Q: 3 clusters Score -259898.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -260092.062500 Penalty: 786.025146
	Iteration 10Q: 3 clusters Score -260092.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -260208.781250 Penalty: 786.025146
	Iteration 11Q: 3 clusters Score -260208.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -260255.125000 Penalty: 786.025146
	Iteration 12Q: 3 clusters Score -260255.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -260277.703125 Penalty: 786.025146
	Iteration 13Q: 3 clusters Score -260277.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -260293.750000 Penalty: 786.025146
	Iteration 14Q: 3 clusters Score -260293.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -260300.609375 Penalty: 786.025146
	Iteration 15Q: 3 clusters Score -260300.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -260307.562500 Penalty: 786.025146
	Iteration 16Q: 3 clusters Score -260307.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -260316.937500 Penalty: 786.025146
	Iteration 17Q: 3 clusters Score -260316.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -260322.218750 Penalty: 786.025146
	Iteration 18Q: 3 clusters Score -260322.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -260325.546875 Penalty: 786.025146
	Iteration 19Q: 3 clusters Score -260325.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -260326.734375 Penalty: 786.025146
	Iteration 20F: 3 clusters Score -260326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -260328.171875 Penalty: 786.025146
	Iteration 21Q: 3 clusters Score -260328.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -260329.578125 Penalty: 786.025146
	Iteration 22Q: 3 clusters Score -260329.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -260331.781250 Penalty: 786.025146
	Iteration 23Q: 3 clusters Score -260331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -260333.093750 Penalty: 786.025146
	Iteration 24Q: 3 clusters Score -260333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -260333.937500 Penalty: 786.025146
	Iteration 25Q: 3 clusters Score -260333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -260334.281250 Penalty: 786.025146
	Iteration 26Q: 3 clusters Score -260334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -260334.968750 Penalty: 786.025146
	Iteration 27Q: 3 clusters Score -260335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -260334.781250 Penalty: 786.025146
	Iteration 28Q: 3 clusters Score -260334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -260335.281250 Penalty: 786.025146
	Iteration 29Q: 3 clusters Score -260335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -260335.265625 Penalty: 786.025146
	Iteration 30Q: 3 clusters Score -260335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -260335.703125 Penalty: 786.025146
	Iteration 31Q: 3 clusters Score -260335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -260335.562500 Penalty: 786.025146
	Iteration 32Q: 3 clusters Score -260335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -260335.765625 Penalty: 786.025146
	Iteration 33Q: 3 clusters Score -260335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -260335.375000 Penalty: 786.025146
	Iteration 34Q: 3 clusters Score -260335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -260335.703125 Penalty: 786.025146
	Iteration 35Q: 3 clusters Score -260335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -260335.437500 Penalty: 786.025146
	Iteration 36Q: 3 clusters Score -260335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -260335.437500 Penalty: 786.025146
	Iteration 37F: 3 clusters Score -260335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Entering Unmasked Estep 
Score: -336782.250000 Penalty: 400.624084
	Iteration 0F: 2 clusters Score -336782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -332222.625000 Penalty: 801.248169
	Iteration 0F: 3 clusters Score -332222.6 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -333896.843750 Penalty: 801.248169
	Iteration 1F: 3 clusters Score -333896.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -334012.625000 Penalty: 801.248169
	Iteration 2Q: 3 clusters Score -334012.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -334157.531250 Penalty: 801.248169
	Iteration 3F: 3 clusters Score -334157.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -334376.843750 Penalty: 801.248169
	Iteration 4F: 3 clusters Score -334376.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -334753.312500 Penalty: 801.248169
	Iteration 5F: 3 clusters Score -334753.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -335275.906250 Penalty: 801.248169
	Iteration 6F: 3 clusters Score -335275.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -335813.593750 Penalty: 801.248169
	Iteration 7F: 3 clusters Score -335813.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -336150.593750 Penalty: 801.248169
	Iteration 8F: 3 clusters Score -336150.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -336316.468750 Penalty: 801.248169
	Iteration 9Q: 3 clusters Score -336316.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -336374.843750 Penalty: 801.248169
	Iteration 10Q: 3 clusters Score -336374.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -336404.375000 Penalty: 801.248169
	Iteration 11Q: 3 clusters Score -336404.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -336423.343750 Penalty: 801.248169
	Iteration 12Q: 3 clusters Score -336423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -336426.593750 Penalty: 801.248169
	Iteration 13Q: 3 clusters Score -336426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -336428.875000 Penalty: 801.248169
	Iteration 14Q: 3 clusters Score -336428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -336431.500000 Penalty: 801.248169
	Iteration 15Q: 3 clusters Score -336431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -336432.781250 Penalty: 801.248169
	Iteration 16Q: 3 clusters Score -336432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -336433.968750 Penalty: 801.248169
	Iteration 17Q: 3 clusters Score -336434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -336433.968750 Penalty: 801.248169
	Iteration 18F: 3 clusters Score -336434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -44848.187500 Penalty: 300.970001
	Iteration 0F: 2 clusters Score -44848.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44207.570312 Penalty: 601.940002
	Iteration 0F: 3 clusters Score -44207.57 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -44380.699219 Penalty: 601.940002
	Iteration 1F: 3 clusters Score -44380.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -44450.441406 Penalty: 601.940002
	Iteration 2F: 3 clusters Score -44450.44 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44492.074219 Penalty: 601.940002
	Iteration 3F: 3 clusters Score -44492.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -44512.304688 Penalty: 601.940002
	Iteration 4F: 3 clusters Score -44512.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -44529.570312 Penalty: 601.940002
	Iteration 5Q: 3 clusters Score -44529.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -44542.125000 Penalty: 601.940002
	Iteration 6Q: 3 clusters Score -44542.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -44554.335938 Penalty: 601.940002
	Iteration 7Q: 3 clusters Score -44554.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -44570.207031 Penalty: 601.940002
	Iteration 8Q: 3 clusters Score -44570.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -44579.500000 Penalty: 601.940002
	Iteration 9Q: 3 clusters Score -44579.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -44586.621094 Penalty: 601.940002
	Iteration 10Q: 3 clusters Score -44586.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -44589.546875 Penalty: 601.940002
	Iteration 11Q: 3 clusters Score -44589.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -44591.000000 Penalty: 601.940002
	Iteration 12Q: 3 clusters Score -44591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -44592.667969 Penalty: 601.940002
	Iteration 13Q: 3 clusters Score -44592.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -44595.156250 Penalty: 601.940002
	Iteration 14Q: 3 clusters Score -44595.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -44596.050781 Penalty: 601.940002
	Iteration 15Q: 3 clusters Score -44596.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -44597.546875 Penalty: 601.940002
	Iteration 16Q: 3 clusters Score -44597.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -44598.882812 Penalty: 601.940002
	Iteration 17Q: 3 clusters Score -44598.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -44600.015625 Penalty: 601.940002
	Iteration 18Q: 3 clusters Score -44600.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -44601.453125 Penalty: 601.940002
	Iteration 19Q: 3 clusters Score -44601.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -44603.347656 Penalty: 601.940002
	Iteration 20F: 3 clusters Score -44603.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -44604.953125 Penalty: 601.940002
	Iteration 21Q: 3 clusters Score -44604.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -44605.765625 Penalty: 601.940002
	Iteration 22Q: 3 clusters Score -44605.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -44606.523438 Penalty: 601.940002
	Iteration 23Q: 3 clusters Score -44606.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -44607.167969 Penalty: 601.940002
	Iteration 24Q: 3 clusters Score -44607.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -44609.761719 Penalty: 601.940002
	Iteration 25Q: 3 clusters Score -44609.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -44610.132812 Penalty: 601.940002
	Iteration 26Q: 3 clusters Score -44610.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -44610.132812 Penalty: 601.940002
	Iteration 27F: 3 clusters Score -44610.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Entering Unmasked Estep 
Score: -1768284.000000 Penalty: 479.349701
	Iteration 0F: 2 clusters Score -1768284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -1743125.000000 Penalty: 958.699402
	Iteration 0F: 3 clusters Score -1743125 nChanged 18031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -1754564.375000 Penalty: 958.699402
	Iteration 1F: 3 clusters Score -1754564 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -1755931.250000 Penalty: 958.699402
	Iteration 2F: 3 clusters Score -1755931 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -1758164.375000 Penalty: 958.699402
	Iteration 3F: 3 clusters Score -1758164 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -1761282.875000 Penalty: 958.699402
	Iteration 4F: 3 clusters Score -1761283 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -1764510.750000 Penalty: 958.699402
	Iteration 5F: 3 clusters Score -1764511 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -1766628.875000 Penalty: 958.699402
	Iteration 6F: 3 clusters Score -1766629 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -1767435.125000 Penalty: 958.699402
	Iteration 7Q: 3 clusters Score -1767435 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -1767721.750000 Penalty: 958.699402
	Iteration 8Q: 3 clusters Score -1767722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -1767805.875000 Penalty: 958.699402
	Iteration 9Q: 3 clusters Score -1767806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -1767826.250000 Penalty: 958.699402
	Iteration 10Q: 3 clusters Score -1767826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -1767841.875000 Penalty: 958.699402
	Iteration 11Q: 3 clusters Score -1767842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -1767842.500000 Penalty: 958.699402
	Iteration 12Q: 3 clusters Score -1767842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -1767842.375000 Penalty: 958.699402
	Iteration 13Q: 3 clusters Score -1767842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -1767845.000000 Penalty: 958.699402
	Iteration 14Q: 3 clusters Score -1767845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -1767845.000000 Penalty: 958.699402
	Iteration 15F: 3 clusters Score -1767845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -15987.989258 Penalty: 282.582306
	Iteration 0F: 2 clusters Score -15987.99 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 269 members 
Entering Unmasked Estep 
Score: -15542.484375 Penalty: 565.164612
	Iteration 0F: 3 clusters Score -15542.48 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15691.037109 Penalty: 565.164612
	Iteration 1F: 3 clusters Score -15691.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15763.916992 Penalty: 565.164612
	Iteration 2F: 3 clusters Score -15763.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15834.277344 Penalty: 565.164612
	Iteration 3F: 3 clusters Score -15834.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15859.066406 Penalty: 565.164612
	Iteration 4F: 3 clusters Score -15859.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15868.371094 Penalty: 565.164612
	Iteration 5Q: 3 clusters Score -15868.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15874.162109 Penalty: 565.164612
	Iteration 6Q: 3 clusters Score -15874.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15879.976562 Penalty: 565.164612
	Iteration 7Q: 3 clusters Score -15879.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15883.454102 Penalty: 565.164612
	Iteration 8Q: 3 clusters Score -15883.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15884.544922 Penalty: 565.164612
	Iteration 9Q: 3 clusters Score -15884.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15886.249023 Penalty: 565.164612
	Iteration 10Q: 3 clusters Score -15886.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15887.807617 Penalty: 565.164612
	Iteration 11Q: 3 clusters Score -15887.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15890.860352 Penalty: 565.164612
	Iteration 12Q: 3 clusters Score -15890.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15903.703125 Penalty: 565.164612
	Iteration 13Q: 3 clusters Score -15903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15912.336914 Penalty: 565.164612
	Iteration 14Q: 3 clusters Score -15912.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15913.720703 Penalty: 565.164612
	Iteration 15Q: 3 clusters Score -15913.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15929.590820 Penalty: 565.164612
	Iteration 16F: 3 clusters Score -15929.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15961.315430 Penalty: 565.164612
	Iteration 17Q: 3 clusters Score -15961.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15972.858398 Penalty: 565.164612
	Iteration 18Q: 3 clusters Score -15972.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15979.356445 Penalty: 565.164612
	Iteration 19Q: 3 clusters Score -15979.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15981.533203 Penalty: 565.164612
	Iteration 20F: 3 clusters Score -15981.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15987.193359 Penalty: 565.164612
	Iteration 21Q: 3 clusters Score -15987.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15994.125000 Penalty: 565.164612
	Iteration 22Q: 3 clusters Score -15994.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15999.712891 Penalty: 565.164612
	Iteration 23Q: 3 clusters Score -15999.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16003.673828 Penalty: 565.164612
	Iteration 24Q: 3 clusters Score -16003.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16008.249023 Penalty: 565.164612
	Iteration 25Q: 3 clusters Score -16008.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16011.581055 Penalty: 565.164612
	Iteration 26Q: 3 clusters Score -16011.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16011.962891 Penalty: 565.164612
	Iteration 27Q: 3 clusters Score -16011.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16013.751953 Penalty: 565.164612
	Iteration 28Q: 3 clusters Score -16013.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16019.288086 Penalty: 565.164612
	Iteration 29Q: 3 clusters Score -16019.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16022.613281 Penalty: 565.164612
	Iteration 30Q: 3 clusters Score -16022.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16023.828125 Penalty: 565.164612
	Iteration 31Q: 3 clusters Score -16023.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16025.332031 Penalty: 565.164612
	Iteration 32Q: 3 clusters Score -16025.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16028.489258 Penalty: 565.164612
	Iteration 33Q: 3 clusters Score -16028.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16031.153320 Penalty: 565.164612
	Iteration 34Q: 3 clusters Score -16031.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16032.085938 Penalty: 565.164612
	Iteration 35Q: 3 clusters Score -16032.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16033.651367 Penalty: 565.164612
	Iteration 36Q: 3 clusters Score -16033.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16034.502930 Penalty: 565.164612
	Iteration 37Q: 3 clusters Score -16034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16035.493164 Penalty: 565.164612
	Iteration 38Q: 3 clusters Score -16035.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16037.577148 Penalty: 565.164612
	Iteration 39Q: 3 clusters Score -16037.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16047.324219 Penalty: 565.164612
	Iteration 40F: 3 clusters Score -16047.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16075.224609 Penalty: 565.164612
	Iteration 41Q: 3 clusters Score -16075.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16090.993164 Penalty: 565.164612
	Iteration 42Q: 3 clusters Score -16090.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16102.362305 Penalty: 565.164612
	Iteration 43Q: 3 clusters Score -16102.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16127.963867 Penalty: 565.164612
	Iteration 44Q: 3 clusters Score -16127.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16154.022461 Penalty: 565.164612
	Iteration 45Q: 3 clusters Score -16154.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16188.072266 Penalty: 565.164612
	Iteration 46Q: 3 clusters Score -16188.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16211.080078 Penalty: 565.164612
	Iteration 47Q: 3 clusters Score -16211.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16223.907227 Penalty: 565.164612
	Iteration 48Q: 3 clusters Score -16223.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16230.137695 Penalty: 565.164612
	Iteration 49Q: 3 clusters Score -16230.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16233.440430 Penalty: 565.164612
	Iteration 50Q: 3 clusters Score -16233.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16233.872070 Penalty: 565.164612
	Iteration 51Q: 3 clusters Score -16233.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16234.722656 Penalty: 565.164612
	Iteration 52Q: 3 clusters Score -16234.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16234.722656 Penalty: 565.164612
	Iteration 53F: 3 clusters Score -16234.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 201293 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 113 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1006 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 257 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 464 members 
Mstep: Class 55 contains 13482 members 
Mstep: Class 56 contains 362 members 
Mstep: Class 57 contains 152 members 
Mstep: Class 58 contains 220 members 
Mstep: Class 59 contains 241 members 
Entering Unmasked Estep 
Score: -90669816.000000 Penalty: 38901.976562
Splitting cluster 40 changes total score from -90666336.000000 to -90669816.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 41 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -89574.601562 Penalty: 340.691895
	Iteration 0F: 2 clusters Score -89574.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -88301.703125 Penalty: 681.383789
	Iteration 0F: 3 clusters Score -88301.7 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -88956.156250 Penalty: 681.383789
	Iteration 1F: 3 clusters Score -88956.16 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -89218.453125 Penalty: 681.383789
	Iteration 2F: 3 clusters Score -89218.45 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -89407.085938 Penalty: 681.383789
	Iteration 3F: 3 clusters Score -89407.09 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -89505.648438 Penalty: 681.383789
	Iteration 4F: 3 clusters Score -89505.65 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -89544.328125 Penalty: 681.383789
	Iteration 5Q: 3 clusters Score -89544.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -89562.906250 Penalty: 681.383789
	Iteration 6Q: 3 clusters Score -89562.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -89579.351562 Penalty: 681.383789
	Iteration 7Q: 3 clusters Score -89579.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -89594.898438 Penalty: 681.383789
	Iteration 8Q: 3 clusters Score -89594.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -89604.109375 Penalty: 681.383789
	Iteration 9Q: 3 clusters Score -89604.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89613.382812 Penalty: 681.383789
	Iteration 10Q: 3 clusters Score -89613.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89618.781250 Penalty: 681.383789
	Iteration 11Q: 3 clusters Score -89618.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -89619.828125 Penalty: 681.383789
	Iteration 12Q: 3 clusters Score -89619.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -89620.187500 Penalty: 681.383789
	Iteration 13Q: 3 clusters Score -89620.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89620.273438 Penalty: 681.383789
	Iteration 14Q: 3 clusters Score -89620.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89620.273438 Penalty: 681.383789
	Iteration 15F: 3 clusters Score -89620.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 201293 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 113 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1006 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 257 members 
Mstep: Class 41 contains 1299 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 464 members 
Mstep: Class 55 contains 13482 members 
Mstep: Class 56 contains 362 members 
Mstep: Class 57 contains 152 members 
Mstep: Class 58 contains 220 members 
Mstep: Class 59 contains 241 members 
Mstep: Class 60 contains 487 members 
Entering Unmasked Estep 
Score: -90669504.000000 Penalty: 39561.332031
Splitting cluster 41 changes total score from -90666336.000000 to -90669504.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 42 (174375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174375 members 
Entering Unmasked Estep 
Score: -8679304.000000 Penalty: 549.137817
	Iteration 0F: 2 clusters Score -8679304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 87225 members 
Entering Unmasked Estep 
Score: -8561650.000000 Penalty: 1098.275635
	Iteration 0F: 3 clusters Score -8561650 nChanged 85832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -8622687.000000 Penalty: 1098.275635
	Iteration 1F: 3 clusters Score -8622687 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -8633530.000000 Penalty: 1098.275635
	Iteration 2F: 3 clusters Score -8633530 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -8648204.000000 Penalty: 1098.275635
	Iteration 3F: 3 clusters Score -8648204 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -8658501.000000 Penalty: 1098.275635
	Iteration 4F: 3 clusters Score -8658501 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -8662044.000000 Penalty: 1098.275635
	Iteration 5F: 3 clusters Score -8662044 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 88286 members 
Entering Unmasked Estep 
Score: -8663727.000000 Penalty: 1098.275635
	Iteration 6Q: 3 clusters Score -8663727 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -8664889.000000 Penalty: 1098.275635
	Iteration 7Q: 3 clusters Score -8664889 nChanged 3433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8666112 nChanged 3295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8667130 nChanged 3151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8668106 nChanged 2944
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8668955 nChanged 2744
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Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 89197 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8669778 nChanged 2504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8670417 nChanged 2205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 90052 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8670901 nChanged 1908
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Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8671201 nChanged 1668
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -8671477.000000 Penalty: 1098.275635
	Iteration 16Q: 3 clusters Score -8671477 nChanged 1496
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 91536 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8671768 nChanged 1353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -8671941.000000 Penalty: 1098.275635
	Iteration 18Q: 3 clusters Score -8671941 nChanged 1180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8671993 nChanged 1062
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 93159 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8672055 nChanged 990
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80740 members 
Mstep: Class 2 contains 93635 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8672078 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 94042 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8672082 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -8672124.000000 Penalty: 1098.275635
	Iteration 23Q: 3 clusters Score -8672124 nChanged 825
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8672152 nChanged 802
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -8672192.000000 Penalty: 1098.275635
	Iteration 25Q: 3 clusters Score -8672192 nChanged 764
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 96021 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8672218 nChanged 735
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8672196 nChanged 745
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Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 97179 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8672177 nChanged 708
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8672139 nChanged 787
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Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8672150 nChanged 817
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Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 99263 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8672075 nChanged 834
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 100051 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8672010 nChanged 894
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8671944 nChanged 971
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Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8671892 nChanged 1016
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 102912 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8671863 nChanged 1013
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8671809 nChanged 1084
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8671744 nChanged 1081
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68301 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8671698 nChanged 1161
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Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 107233 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8671719 nChanged 1185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8671626 nChanged 1246
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8671548 nChanged 1241
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Mstep: Class 2 contains 110901 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8671462 nChanged 1234
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Mstep: Class 2 contains 112133 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8671391 nChanged 1231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8671358 nChanged 1215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8671287 nChanged 1217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 115792 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8671219 nChanged 1224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 117014 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8671172 nChanged 1169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 118181 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8671141 nChanged 1199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 119380 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8671118 nChanged 1091
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 120471 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8671045 nChanged 1077
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 121548 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8670984 nChanged 1102
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Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 122650 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8670924 nChanged 1125
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Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 123773 members 
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	Iteration 53Q: 3 clusters Score -8670847 nChanged 1068
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Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8670808 nChanged 1071
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Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 125912 members 
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	Iteration 55Q: 3 clusters Score -8670793 nChanged 1062
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Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 126974 members 
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	Iteration 56Q: 3 clusters Score -8670773 nChanged 992
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Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 127966 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8670663 nChanged 937
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Mstep: Class 2 contains 128903 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8670619 nChanged 936
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Mstep: Class 1 contains 44536 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8670571 nChanged 992
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Mstep: Class 1 contains 43544 members 
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	Iteration 60F: 3 clusters Score -8670554 nChanged 1043
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42501 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8670561 nChanged 1103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41398 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8670556 nChanged 1145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 134122 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8670516 nChanged 1104
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Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 135226 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8670518 nChanged 1092
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Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 136318 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8670521 nChanged 1142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 137460 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8670545 nChanged 1198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 138658 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8670608 nChanged 1222
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Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 139880 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8670624 nChanged 1308
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Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 141188 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8670667 nChanged 1316
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Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 142504 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8670711 nChanged 1302
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Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 143806 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8670792 nChanged 1365
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Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 145171 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8670849 nChanged 1423
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Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 146594 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8670930 nChanged 1531
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Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 148125 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8671032 nChanged 1583
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Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 149708 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8671243 nChanged 1633
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Mstep: Class 1 contains 23034 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8671402 nChanged 1659
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Mstep: Class 1 contains 21375 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8671622 nChanged 1669
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 154669 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8671869 nChanged 1647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 156316 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8672150 nChanged 1620
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Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 157936 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8672389 nChanged 1600
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Mstep: Class 1 contains 14839 members 
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	Iteration 81Q: 3 clusters Score -8672792 nChanged 1538
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Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 161074 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8673659 nChanged 1446
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Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 162520 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8674433 nChanged 1289
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Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 163803 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8675078 nChanged 1149
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Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 164940 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8675658 nChanged 1092
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Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8676200 nChanged 928
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Mstep: Class 1 contains 7475 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8676574 nChanged 832
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Mstep: Class 1 contains 6675 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8676939 nChanged 698
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8677188 nChanged 603
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Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 168959 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8677394 nChanged 504
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Mstep: Class 1 contains 4930 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8677592 nChanged 415
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Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 169842 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8677726 nChanged 376
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Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 170206 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8677856 nChanged 341
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Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 170521 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8677955 nChanged 291
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Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 170798 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8678058 nChanged 255
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Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 171037 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8678111 nChanged 242
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Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8678201 nChanged 216
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Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 171447 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8678256 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8678302 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 171771 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8678336 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 171909 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8678399 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 172023 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8678432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 172120 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8678481 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 172205 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8678513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 172268 members 
Entering Unmasked Estep 
Score: -8678518.000000 Penalty: 1098.275635
	Iteration 105Q: 3 clusters Score -8678518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 172323 members 
Entering Unmasked Estep 
Score: -8678533.000000 Penalty: 1098.275635
	Iteration 106Q: 3 clusters Score -8678533 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 172383 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8678551 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 172444 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8678582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 172493 members 
Entering Unmasked Estep 
Score: -8678606.000000 Penalty: 1098.275635
	Iteration 109Q: 3 clusters Score -8678606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 172536 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8678613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 172570 members 
Entering Unmasked Estep 
Score: -8678646.000000 Penalty: 1098.275635
	Iteration 111Q: 3 clusters Score -8678646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 172624 members 
Entering Unmasked Estep 
Score: -8678669.000000 Penalty: 1098.275635
	Iteration 112Q: 3 clusters Score -8678669 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 172671 members 
Entering Unmasked Estep 
Score: -8678692.000000 Penalty: 1098.275635
	Iteration 113Q: 3 clusters Score -8678692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 172714 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8678713 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 172751 members 
Entering Unmasked Estep 
Score: -8678723.000000 Penalty: 1098.275635
	Iteration 115Q: 3 clusters Score -8678723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 172785 members 
Entering Unmasked Estep 
Score: -8678727.000000 Penalty: 1098.275635
	Iteration 116Q: 3 clusters Score -8678727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 172821 members 
Entering Unmasked Estep 
Score: -8678736.000000 Penalty: 1098.275635
	Iteration 117Q: 3 clusters Score -8678736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 172855 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8678753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 172886 members 
Entering Unmasked Estep 
Score: -8678760.000000 Penalty: 1098.275635
	Iteration 119Q: 3 clusters Score -8678760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 172913 members 
Entering Unmasked Estep 
Score: -8678750.000000 Penalty: 1098.275635
	Iteration 120F: 3 clusters Score -8678750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 172929 members 
Entering Unmasked Estep 
Score: -8678765.000000 Penalty: 1098.275635
	Iteration 121Q: 3 clusters Score -8678765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -8678761.000000 Penalty: 1098.275635
	Iteration 122Q: 3 clusters Score -8678761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 172965 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8678761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 172985 members 
Entering Unmasked Estep 
Score: -8678766.000000 Penalty: 1098.275635
	Iteration 124Q: 3 clusters Score -8678766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 173004 members 
Entering Unmasked Estep 
Score: -8678769.000000 Penalty: 1098.275635
	Iteration 125Q: 3 clusters Score -8678769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -8678770.000000 Penalty: 1098.275635
	Iteration 126Q: 3 clusters Score -8678770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 173029 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8678787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 173042 members 
Entering Unmasked Estep 
Score: -8678781.000000 Penalty: 1098.275635
	Iteration 128Q: 3 clusters Score -8678781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 173059 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8678784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 173078 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8678782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 173091 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8678788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 173101 members 
Entering Unmasked Estep 
Score: -8678796.000000 Penalty: 1098.275635
	Iteration 132Q: 3 clusters Score -8678796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 173108 members 
Entering Unmasked Estep 
Score: -8678800.000000 Penalty: 1098.275635
	Iteration 133Q: 3 clusters Score -8678800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 173121 members 
Entering Unmasked Estep 
Score: -8678795.000000 Penalty: 1098.275635
	Iteration 134Q: 3 clusters Score -8678795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 173133 members 
Entering Unmasked Estep 
Score: -8678808.000000 Penalty: 1098.275635
	Iteration 135Q: 3 clusters Score -8678808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 173136 members 
Entering Unmasked Estep 
Score: -8678803.000000 Penalty: 1098.275635
	Iteration 136Q: 3 clusters Score -8678803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 173148 members 
Entering Unmasked Estep 
Score: -8678812.000000 Penalty: 1098.275635
	Iteration 137Q: 3 clusters Score -8678812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 173160 members 
Entering Unmasked Estep 
Score: -8678813.000000 Penalty: 1098.275635
	Iteration 138Q: 3 clusters Score -8678813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 173167 members 
Entering Unmasked Estep 
Score: -8678813.000000 Penalty: 1098.275635
	Iteration 139Q: 3 clusters Score -8678813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 173177 members 
Entering Unmasked Estep 
Score: -8678812.000000 Penalty: 1098.275635
	Iteration 140F: 3 clusters Score -8678812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 173190 members 
Entering Unmasked Estep 
Score: -8678806.000000 Penalty: 1098.275635
	Iteration 141Q: 3 clusters Score -8678806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 173201 members 
Entering Unmasked Estep 
Score: -8678810.000000 Penalty: 1098.275635
	Iteration 142Q: 3 clusters Score -8678810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 173215 members 
Entering Unmasked Estep 
Score: -8678815.000000 Penalty: 1098.275635
	Iteration 143Q: 3 clusters Score -8678815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 173228 members 
Entering Unmasked Estep 
Score: -8678811.000000 Penalty: 1098.275635
	Iteration 144Q: 3 clusters Score -8678811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 173240 members 
Entering Unmasked Estep 
Score: -8678816.000000 Penalty: 1098.275635
	Iteration 145Q: 3 clusters Score -8678816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 173252 members 
Entering Unmasked Estep 
Score: -8678822.000000 Penalty: 1098.275635
	Iteration 146Q: 3 clusters Score -8678822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 173262 members 
Entering Unmasked Estep 
Score: -8678812.000000 Penalty: 1098.275635
	Iteration 147Q: 3 clusters Score -8678812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 173276 members 
Entering Unmasked Estep 
Score: -8678819.000000 Penalty: 1098.275635
	Iteration 148Q: 3 clusters Score -8678819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 173289 members 
Entering Unmasked Estep 
Score: -8678825.000000 Penalty: 1098.275635
	Iteration 149Q: 3 clusters Score -8678825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 173299 members 
Entering Unmasked Estep 
Score: -8678827.000000 Penalty: 1098.275635
	Iteration 150Q: 3 clusters Score -8678827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 173314 members 
Entering Unmasked Estep 
Score: -8678841.000000 Penalty: 1098.275635
	Iteration 151Q: 3 clusters Score -8678841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 173324 members 
Entering Unmasked Estep 
Score: -8678840.000000 Penalty: 1098.275635
	Iteration 152Q: 3 clusters Score -8678840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 173329 members 
Entering Unmasked Estep 
Score: -8678845.000000 Penalty: 1098.275635
	Iteration 153Q: 3 clusters Score -8678845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 173335 members 
Entering Unmasked Estep 
Score: -8678848.000000 Penalty: 1098.275635
	Iteration 154Q: 3 clusters Score -8678848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 173339 members 
Entering Unmasked Estep 
Score: -8678844.000000 Penalty: 1098.275635
	Iteration 155Q: 3 clusters Score -8678844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 173344 members 
Entering Unmasked Estep 
Score: -8678848.000000 Penalty: 1098.275635
	Iteration 156Q: 3 clusters Score -8678848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 173355 members 
Entering Unmasked Estep 
Score: -8678862.000000 Penalty: 1098.275635
	Iteration 157Q: 3 clusters Score -8678862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 173366 members 
Entering Unmasked Estep 
Score: -8678868.000000 Penalty: 1098.275635
	Iteration 158Q: 3 clusters Score -8678868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 173380 members 
Entering Unmasked Estep 
Score: -8678875.000000 Penalty: 1098.275635
	Iteration 159Q: 3 clusters Score -8678875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 173391 members 
Entering Unmasked Estep 
Score: -8678874.000000 Penalty: 1098.275635
	Iteration 160F: 3 clusters Score -8678874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 173403 members 
Entering Unmasked Estep 
Score: -8678876.000000 Penalty: 1098.275635
	Iteration 161Q: 3 clusters Score -8678876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 173411 members 
Entering Unmasked Estep 
Score: -8678881.000000 Penalty: 1098.275635
	Iteration 162Q: 3 clusters Score -8678881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 173418 members 
Entering Unmasked Estep 
Score: -8678888.000000 Penalty: 1098.275635
	Iteration 163Q: 3 clusters Score -8678888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 173422 members 
Entering Unmasked Estep 
Score: -8678893.000000 Penalty: 1098.275635
	Iteration 164Q: 3 clusters Score -8678893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 173428 members 
Entering Unmasked Estep 
Score: -8678894.000000 Penalty: 1098.275635
	Iteration 165Q: 3 clusters Score -8678894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 173434 members 
Entering Unmasked Estep 
Score: -8678892.000000 Penalty: 1098.275635
	Iteration 166Q: 3 clusters Score -8678892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 173445 members 
Entering Unmasked Estep 
Score: -8678900.000000 Penalty: 1098.275635
	Iteration 167Q: 3 clusters Score -8678900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 173457 members 
Entering Unmasked Estep 
Score: -8678904.000000 Penalty: 1098.275635
	Iteration 168Q: 3 clusters Score -8678904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 173466 members 
Entering Unmasked Estep 
Score: -8678897.000000 Penalty: 1098.275635
	Iteration 169Q: 3 clusters Score -8678897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -8678902.000000 Penalty: 1098.275635
	Iteration 170Q: 3 clusters Score -8678902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 173475 members 
Entering Unmasked Estep 
Score: -8678898.000000 Penalty: 1098.275635
	Iteration 171Q: 3 clusters Score -8678898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 173477 members 
Entering Unmasked Estep 
Score: -8678900.000000 Penalty: 1098.275635
	Iteration 172Q: 3 clusters Score -8678900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 173487 members 
Entering Unmasked Estep 
Score: -8678903.000000 Penalty: 1098.275635
	Iteration 173Q: 3 clusters Score -8678903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 173493 members 
Entering Unmasked Estep 
Score: -8678910.000000 Penalty: 1098.275635
	Iteration 174Q: 3 clusters Score -8678910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 173498 members 
Entering Unmasked Estep 
Score: -8678906.000000 Penalty: 1098.275635
	Iteration 175Q: 3 clusters Score -8678906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -8678908.000000 Penalty: 1098.275635
	Iteration 176Q: 3 clusters Score -8678908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -8678907.000000 Penalty: 1098.275635
	Iteration 177Q: 3 clusters Score -8678907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 173506 members 
Entering Unmasked Estep 
Score: -8678912.000000 Penalty: 1098.275635
	Iteration 178Q: 3 clusters Score -8678912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 173510 members 
Entering Unmasked Estep 
Score: -8678908.000000 Penalty: 1098.275635
	Iteration 179Q: 3 clusters Score -8678908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 173512 members 
Entering Unmasked Estep 
Score: -8678911.000000 Penalty: 1098.275635
	Iteration 180F: 3 clusters Score -8678911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 173513 members 
Entering Unmasked Estep 
Score: -8678909.000000 Penalty: 1098.275635
	Iteration 181Q: 3 clusters Score -8678909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 173513 members 
Entering Unmasked Estep 
Score: -8678909.000000 Penalty: 1098.275635
	Iteration 182F: 3 clusters Score -8678909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Entering Unmasked Estep 
Score: -456380.531250 Penalty: 418.035034
	Iteration 0F: 2 clusters Score -456380.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -449893.093750 Penalty: 836.070068
	Iteration 0F: 3 clusters Score -449893.1 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -452711.500000 Penalty: 836.070068
	Iteration 1F: 3 clusters Score -452711.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -453084.718750 Penalty: 836.070068
	Iteration 2F: 3 clusters Score -453084.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -453500.531250 Penalty: 836.070068
	Iteration 3F: 3 clusters Score -453500.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -453925.250000 Penalty: 836.070068
	Iteration 4F: 3 clusters Score -453925.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -454335.375000 Penalty: 836.070068
	Iteration 5F: 3 clusters Score -454335.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -454701.375000 Penalty: 836.070068
	Iteration 6Q: 3 clusters Score -454701.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -454966.812500 Penalty: 836.070068
	Iteration 7Q: 3 clusters Score -454966.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -455170.781250 Penalty: 836.070068
	Iteration 8Q: 3 clusters Score -455170.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -455314.812500 Penalty: 836.070068
	Iteration 9Q: 3 clusters Score -455314.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -455435.500000 Penalty: 836.070068
	Iteration 10Q: 3 clusters Score -455435.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -455538.250000 Penalty: 836.070068
	Iteration 11Q: 3 clusters Score -455538.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -455653.718750 Penalty: 836.070068
	Iteration 12Q: 3 clusters Score -455653.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -455757.843750 Penalty: 836.070068
	Iteration 13Q: 3 clusters Score -455757.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -455822.031250 Penalty: 836.070068
	Iteration 14Q: 3 clusters Score -455822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -455872.437500 Penalty: 836.070068
	Iteration 15Q: 3 clusters Score -455872.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -455898.093750 Penalty: 836.070068
	Iteration 16Q: 3 clusters Score -455898.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -455921.875000 Penalty: 836.070068
	Iteration 17Q: 3 clusters Score -455921.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -455943.906250 Penalty: 836.070068
	Iteration 18Q: 3 clusters Score -455943.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -455960.812500 Penalty: 836.070068
	Iteration 19Q: 3 clusters Score -455960.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -455971.781250 Penalty: 836.070068
	Iteration 20F: 3 clusters Score -455971.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -455985.218750 Penalty: 836.070068
	Iteration 21Q: 3 clusters Score -455985.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -455997.062500 Penalty: 836.070068
	Iteration 22Q: 3 clusters Score -455997.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -456013.656250 Penalty: 836.070068
	Iteration 23Q: 3 clusters Score -456013.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -456030.531250 Penalty: 836.070068
	Iteration 24Q: 3 clusters Score -456030.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -456045.875000 Penalty: 836.070068
	Iteration 25Q: 3 clusters Score -456045.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -456059.531250 Penalty: 836.070068
	Iteration 26Q: 3 clusters Score -456059.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -456068.625000 Penalty: 836.070068
	Iteration 27Q: 3 clusters Score -456068.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -456077.437500 Penalty: 836.070068
	Iteration 28Q: 3 clusters Score -456077.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -456083.500000 Penalty: 836.070068
	Iteration 29Q: 3 clusters Score -456083.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -456087.156250 Penalty: 836.070068
	Iteration 30Q: 3 clusters Score -456087.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -456090.843750 Penalty: 836.070068
	Iteration 31Q: 3 clusters Score -456090.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -456093.718750 Penalty: 836.070068
	Iteration 32Q: 3 clusters Score -456093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -456095.531250 Penalty: 836.070068
	Iteration 33Q: 3 clusters Score -456095.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -456095.718750 Penalty: 836.070068
	Iteration 34Q: 3 clusters Score -456095.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -456095.718750 Penalty: 836.070068
	Iteration 35F: 3 clusters Score -456095.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (168627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Entering Unmasked Estep 
Score: -8337462.000000 Penalty: 547.612732
	Iteration 0F: 2 clusters Score -8337462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -8227090.500000 Penalty: 1095.225464
	Iteration 0F: 3 clusters Score -8227090 nChanged 82947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 87278 members 
Entering Unmasked Estep 
Score: -8276943.500000 Penalty: 1095.225464
	Iteration 1F: 3 clusters Score -8276944 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -8278624.500000 Penalty: 1095.225464
	Iteration 2Q: 3 clusters Score -8278624 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -8280699.500000 Penalty: 1095.225464
	Iteration 3Q: 3 clusters Score -8280700 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -8283323.500000 Penalty: 1095.225464
	Iteration 4Q: 3 clusters Score -8283324 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -8287565.500000 Penalty: 1095.225464
	Iteration 5Q: 3 clusters Score -8287566 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73555 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -8294792.000000 Penalty: 1095.225464
	Iteration 6F: 3 clusters Score -8294792 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 97092 members 
Entering Unmasked Estep 
Score: -8305301.500000 Penalty: 1095.225464
	Iteration 7F: 3 clusters Score -8305302 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -8315145.500000 Penalty: 1095.225464
	Iteration 8F: 3 clusters Score -8315146 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 99448 members 
Entering Unmasked Estep 
Score: -8320229.000000 Penalty: 1095.225464
	Iteration 9F: 3 clusters Score -8320229 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -8323070.500000 Penalty: 1095.225464
	Iteration 10Q: 3 clusters Score -8323070 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 100488 members 
Entering Unmasked Estep 
Score: -8325218.500000 Penalty: 1095.225464
	Iteration 11Q: 3 clusters Score -8325218 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -8326983.500000 Penalty: 1095.225464
	Iteration 12Q: 3 clusters Score -8326984 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67368 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -8328441.500000 Penalty: 1095.225464
	Iteration 13Q: 3 clusters Score -8328442 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -8329638.500000 Penalty: 1095.225464
	Iteration 14Q: 3 clusters Score -8329638 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -8330598.500000 Penalty: 1095.225464
	Iteration 15Q: 3 clusters Score -8330598 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 102695 members 
Entering Unmasked Estep 
Score: -8331348.500000 Penalty: 1095.225464
	Iteration 16Q: 3 clusters Score -8331348 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 103225 members 
Entering Unmasked Estep 
Score: -8331822.500000 Penalty: 1095.225464
	Iteration 17Q: 3 clusters Score -8331822 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 103816 members 
Entering Unmasked Estep 
Score: -8332228.000000 Penalty: 1095.225464
	Iteration 18Q: 3 clusters Score -8332228 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -8332517.000000 Penalty: 1095.225464
	Iteration 19Q: 3 clusters Score -8332517 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 105084 members 
Entering Unmasked Estep 
Score: -8332744.500000 Penalty: 1095.225464
	Iteration 20F: 3 clusters Score -8332744 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 105728 members 
Entering Unmasked Estep 
Score: -8332904.500000 Penalty: 1095.225464
	Iteration 21Q: 3 clusters Score -8332904 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -8333063.500000 Penalty: 1095.225464
	Iteration 22Q: 3 clusters Score -8333064 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 107034 members 
Entering Unmasked Estep 
Score: -8333167.500000 Penalty: 1095.225464
	Iteration 23Q: 3 clusters Score -8333168 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 107662 members 
Entering Unmasked Estep 
Score: -8333245.000000 Penalty: 1095.225464
	Iteration 24Q: 3 clusters Score -8333245 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 108244 members 
Entering Unmasked Estep 
Score: -8333337.500000 Penalty: 1095.225464
	Iteration 25Q: 3 clusters Score -8333338 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 108820 members 
Entering Unmasked Estep 
Score: -8333401.000000 Penalty: 1095.225464
	Iteration 26Q: 3 clusters Score -8333401 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 109409 members 
Entering Unmasked Estep 
Score: -8333481.000000 Penalty: 1095.225464
	Iteration 27Q: 3 clusters Score -8333481 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 109972 members 
Entering Unmasked Estep 
Score: -8333525.000000 Penalty: 1095.225464
	Iteration 28Q: 3 clusters Score -8333525 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -8333573.000000 Penalty: 1095.225464
	Iteration 29Q: 3 clusters Score -8333573 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 111065 members 
Entering Unmasked Estep 
Score: -8333577.000000 Penalty: 1095.225464
	Iteration 30Q: 3 clusters Score -8333577 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 111571 members 
Entering Unmasked Estep 
Score: -8333605.500000 Penalty: 1095.225464
	Iteration 31Q: 3 clusters Score -8333606 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 112017 members 
Entering Unmasked Estep 
Score: -8333603.500000 Penalty: 1095.225464
	Iteration 32Q: 3 clusters Score -8333604 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 112434 members 
Entering Unmasked Estep 
Score: -8333594.500000 Penalty: 1095.225464
	Iteration 33Q: 3 clusters Score -8333594 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 112834 members 
Entering Unmasked Estep 
Score: -8333603.000000 Penalty: 1095.225464
	Iteration 34Q: 3 clusters Score -8333603 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 113218 members 
Entering Unmasked Estep 
Score: -8333646.500000 Penalty: 1095.225464
	Iteration 35Q: 3 clusters Score -8333646 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -8333668.500000 Penalty: 1095.225464
	Iteration 36Q: 3 clusters Score -8333668 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -8333720.500000 Penalty: 1095.225464
	Iteration 37Q: 3 clusters Score -8333720 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 114292 members 
Entering Unmasked Estep 
Score: -8333745.000000 Penalty: 1095.225464
	Iteration 38Q: 3 clusters Score -8333745 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 114600 members 
Entering Unmasked Estep 
Score: -8333782.500000 Penalty: 1095.225464
	Iteration 39Q: 3 clusters Score -8333782 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -8333773.500000 Penalty: 1095.225464
	Iteration 40F: 3 clusters Score -8333774 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 115125 members 
Entering Unmasked Estep 
Score: -8333777.500000 Penalty: 1095.225464
	Iteration 41Q: 3 clusters Score -8333778 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -8333779.500000 Penalty: 1095.225464
	Iteration 42Q: 3 clusters Score -8333780 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 115559 members 
Entering Unmasked Estep 
Score: -8333802.000000 Penalty: 1095.225464
	Iteration 43Q: 3 clusters Score -8333802 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -8333806.000000 Penalty: 1095.225464
	Iteration 44Q: 3 clusters Score -8333806 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 115916 members 
Entering Unmasked Estep 
Score: -8333798.000000 Penalty: 1095.225464
	Iteration 45Q: 3 clusters Score -8333798 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 116096 members 
Entering Unmasked Estep 
Score: -8333791.000000 Penalty: 1095.225464
	Iteration 46Q: 3 clusters Score -8333791 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -8333820.000000 Penalty: 1095.225464
	Iteration 47Q: 3 clusters Score -8333820 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 116404 members 
Entering Unmasked Estep 
Score: -8333846.000000 Penalty: 1095.225464
	Iteration 48Q: 3 clusters Score -8333846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 116542 members 
Entering Unmasked Estep 
Score: -8333854.000000 Penalty: 1095.225464
	Iteration 49Q: 3 clusters Score -8333854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 116654 members 
Entering Unmasked Estep 
Score: -8333860.000000 Penalty: 1095.225464
	Iteration 50Q: 3 clusters Score -8333860 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 116766 members 
Entering Unmasked Estep 
Score: -8333865.000000 Penalty: 1095.225464
	Iteration 51Q: 3 clusters Score -8333865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 116860 members 
Entering Unmasked Estep 
Score: -8333882.500000 Penalty: 1095.225464
	Iteration 52Q: 3 clusters Score -8333882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 116948 members 
Entering Unmasked Estep 
Score: -8333891.000000 Penalty: 1095.225464
	Iteration 53Q: 3 clusters Score -8333891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -8333890.500000 Penalty: 1095.225464
	Iteration 54Q: 3 clusters Score -8333890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 117092 members 
Entering Unmasked Estep 
Score: -8333890.000000 Penalty: 1095.225464
	Iteration 55Q: 3 clusters Score -8333890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 117138 members 
Entering Unmasked Estep 
Score: -8333899.000000 Penalty: 1095.225464
	Iteration 56Q: 3 clusters Score -8333899 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 117185 members 
Entering Unmasked Estep 
Score: -8333875.000000 Penalty: 1095.225464
	Iteration 57Q: 3 clusters Score -8333875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -8333869.500000 Penalty: 1095.225464
	Iteration 58Q: 3 clusters Score -8333870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 117262 members 
Entering Unmasked Estep 
Score: -8333862.000000 Penalty: 1095.225464
	Iteration 59Q: 3 clusters Score -8333862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 117306 members 
Entering Unmasked Estep 
Score: -8333867.000000 Penalty: 1095.225464
	Iteration 60F: 3 clusters Score -8333867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 117347 members 
Entering Unmasked Estep 
Score: -8333861.000000 Penalty: 1095.225464
	Iteration 61Q: 3 clusters Score -8333861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -8333852.000000 Penalty: 1095.225464
	Iteration 62Q: 3 clusters Score -8333852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 117435 members 
Entering Unmasked Estep 
Score: -8333858.500000 Penalty: 1095.225464
	Iteration 63Q: 3 clusters Score -8333858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 117475 members 
Entering Unmasked Estep 
Score: -8333853.500000 Penalty: 1095.225464
	Iteration 64Q: 3 clusters Score -8333854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 117507 members 
Entering Unmasked Estep 
Score: -8333852.000000 Penalty: 1095.225464
	Iteration 65Q: 3 clusters Score -8333852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 117536 members 
Entering Unmasked Estep 
Score: -8333855.000000 Penalty: 1095.225464
	Iteration 66Q: 3 clusters Score -8333855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 117555 members 
Entering Unmasked Estep 
Score: -8333863.000000 Penalty: 1095.225464
	Iteration 67Q: 3 clusters Score -8333863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 117572 members 
Entering Unmasked Estep 
Score: -8333856.000000 Penalty: 1095.225464
	Iteration 68Q: 3 clusters Score -8333856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -8333859.500000 Penalty: 1095.225464
	Iteration 69Q: 3 clusters Score -8333860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 117619 members 
Entering Unmasked Estep 
Score: -8333858.000000 Penalty: 1095.225464
	Iteration 70Q: 3 clusters Score -8333858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -8333853.500000 Penalty: 1095.225464
	Iteration 71Q: 3 clusters Score -8333854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 117660 members 
Entering Unmasked Estep 
Score: -8333853.500000 Penalty: 1095.225464
	Iteration 72Q: 3 clusters Score -8333854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 117675 members 
Entering Unmasked Estep 
Score: -8333849.500000 Penalty: 1095.225464
	Iteration 73Q: 3 clusters Score -8333850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 117685 members 
Entering Unmasked Estep 
Score: -8333844.500000 Penalty: 1095.225464
	Iteration 74Q: 3 clusters Score -8333844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 117697 members 
Entering Unmasked Estep 
Score: -8333838.500000 Penalty: 1095.225464
	Iteration 75Q: 3 clusters Score -8333838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 117708 members 
Entering Unmasked Estep 
Score: -8333835.000000 Penalty: 1095.225464
	Iteration 76Q: 3 clusters Score -8333835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 117721 members 
Entering Unmasked Estep 
Score: -8333832.500000 Penalty: 1095.225464
	Iteration 77Q: 3 clusters Score -8333832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 117732 members 
Entering Unmasked Estep 
Score: -8333834.000000 Penalty: 1095.225464
	Iteration 78Q: 3 clusters Score -8333834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 117743 members 
Entering Unmasked Estep 
Score: -8333836.000000 Penalty: 1095.225464
	Iteration 79Q: 3 clusters Score -8333836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 117752 members 
Entering Unmasked Estep 
Score: -8333836.500000 Penalty: 1095.225464
	Iteration 80F: 3 clusters Score -8333836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 117759 members 
Entering Unmasked Estep 
Score: -8333831.500000 Penalty: 1095.225464
	Iteration 81Q: 3 clusters Score -8333832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 117772 members 
Entering Unmasked Estep 
Score: -8333836.000000 Penalty: 1095.225464
	Iteration 82Q: 3 clusters Score -8333836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 117790 members 
Entering Unmasked Estep 
Score: -8333833.500000 Penalty: 1095.225464
	Iteration 83Q: 3 clusters Score -8333834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 117803 members 
Entering Unmasked Estep 
Score: -8333832.000000 Penalty: 1095.225464
	Iteration 84Q: 3 clusters Score -8333832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
Score: -8333839.500000 Penalty: 1095.225464
	Iteration 85Q: 3 clusters Score -8333840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 117825 members 
Entering Unmasked Estep 
Score: -8333834.000000 Penalty: 1095.225464
	Iteration 86Q: 3 clusters Score -8333834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 117836 members 
Entering Unmasked Estep 
Score: -8333841.000000 Penalty: 1095.225464
	Iteration 87Q: 3 clusters Score -8333841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 117849 members 
Entering Unmasked Estep 
Score: -8333836.500000 Penalty: 1095.225464
	Iteration 88Q: 3 clusters Score -8333836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -8333833.000000 Penalty: 1095.225464
	Iteration 89Q: 3 clusters Score -8333833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 117875 members 
Entering Unmasked Estep 
Score: -8333825.500000 Penalty: 1095.225464
	Iteration 90Q: 3 clusters Score -8333826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 117887 members 
Entering Unmasked Estep 
Score: -8333831.500000 Penalty: 1095.225464
	Iteration 91Q: 3 clusters Score -8333832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 117897 members 
Entering Unmasked Estep 
Score: -8333827.500000 Penalty: 1095.225464
	Iteration 92Q: 3 clusters Score -8333828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 117907 members 
Entering Unmasked Estep 
Score: -8333827.500000 Penalty: 1095.225464
	Iteration 93Q: 3 clusters Score -8333828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
Score: -8333824.000000 Penalty: 1095.225464
	Iteration 94Q: 3 clusters Score -8333824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -8333828.000000 Penalty: 1095.225464
	Iteration 95Q: 3 clusters Score -8333828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 117932 members 
Entering Unmasked Estep 
Score: -8333831.000000 Penalty: 1095.225464
	Iteration 96Q: 3 clusters Score -8333831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 117934 members 
Entering Unmasked Estep 
Score: -8333830.500000 Penalty: 1095.225464
	Iteration 97Q: 3 clusters Score -8333830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 117934 members 
Entering Unmasked Estep 
Score: -8333830.500000 Penalty: 1095.225464
	Iteration 98F: 3 clusters Score -8333830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -49747.308594 Penalty: 322.141205
	Iteration 0F: 2 clusters Score -49747.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -48882.500000 Penalty: 644.282410
	Iteration 0F: 3 clusters Score -48882.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -49594.550781 Penalty: 644.282410
	Iteration 1F: 3 clusters Score -49594.55 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -49924.320312 Penalty: 644.282410
	Iteration 2F: 3 clusters Score -49924.32 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -50093.316406 Penalty: 644.282410
	Iteration 3F: 3 clusters Score -50093.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -50133.667969 Penalty: 644.282410
	Iteration 4Q: 3 clusters Score -50133.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -50163.324219 Penalty: 644.282410
	Iteration 5Q: 3 clusters Score -50163.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -50178.730469 Penalty: 644.282410
	Iteration 6Q: 3 clusters Score -50178.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -50185.800781 Penalty: 644.282410
	Iteration 7Q: 3 clusters Score -50185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -50194.824219 Penalty: 644.282410
	Iteration 8Q: 3 clusters Score -50194.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -50211.132812 Penalty: 644.282410
	Iteration 9Q: 3 clusters Score -50211.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -50223.652344 Penalty: 644.282410
	Iteration 10Q: 3 clusters Score -50223.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -50234.957031 Penalty: 644.282410
	Iteration 11Q: 3 clusters Score -50234.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -50245.109375 Penalty: 644.282410
	Iteration 12Q: 3 clusters Score -50245.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -50254.847656 Penalty: 644.282410
	Iteration 13Q: 3 clusters Score -50254.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -50257.136719 Penalty: 644.282410
	Iteration 14Q: 3 clusters Score -50257.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -50263.214844 Penalty: 644.282410
	Iteration 15Q: 3 clusters Score -50263.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -50288.785156 Penalty: 644.282410
	Iteration 16Q: 3 clusters Score -50288.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -50324.593750 Penalty: 644.282410
	Iteration 17Q: 3 clusters Score -50324.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -50353.675781 Penalty: 644.282410
	Iteration 18Q: 3 clusters Score -50353.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -50369.187500 Penalty: 644.282410
	Iteration 19Q: 3 clusters Score -50369.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -50385.253906 Penalty: 644.282410
	Iteration 20F: 3 clusters Score -50385.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -50401.363281 Penalty: 644.282410
	Iteration 21Q: 3 clusters Score -50401.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -50425.109375 Penalty: 644.282410
	Iteration 22Q: 3 clusters Score -50425.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -50441.992188 Penalty: 644.282410
	Iteration 23Q: 3 clusters Score -50441.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -50457.738281 Penalty: 644.282410
	Iteration 24Q: 3 clusters Score -50457.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -50472.765625 Penalty: 644.282410
	Iteration 25Q: 3 clusters Score -50472.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -50491.578125 Penalty: 644.282410
	Iteration 26Q: 3 clusters Score -50491.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -50503.066406 Penalty: 644.282410
	Iteration 27Q: 3 clusters Score -50503.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -50506.734375 Penalty: 644.282410
	Iteration 28Q: 3 clusters Score -50506.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -50516.230469 Penalty: 644.282410
	Iteration 29Q: 3 clusters Score -50516.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -50524.011719 Penalty: 644.282410
	Iteration 30Q: 3 clusters Score -50524.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -50530.207031 Penalty: 644.282410
	Iteration 31Q: 3 clusters Score -50530.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -50534.882812 Penalty: 644.282410
	Iteration 32Q: 3 clusters Score -50534.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -50536.867188 Penalty: 644.282410
	Iteration 33Q: 3 clusters Score -50536.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -50539.085938 Penalty: 644.282410
	Iteration 34Q: 3 clusters Score -50539.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -50540.007812 Penalty: 644.282410
	Iteration 35Q: 3 clusters Score -50540.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -50540.613281 Penalty: 644.282410
	Iteration 36Q: 3 clusters Score -50540.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -50541.117188 Penalty: 644.282410
	Iteration 37Q: 3 clusters Score -50541.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -50541.117188 Penalty: 644.282410
	Iteration 38F: 3 clusters Score -50541.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 201293 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 113 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1006 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 257 members 
Mstep: Class 41 contains 1299 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 370 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 2193 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 464 members 
Mstep: Class 55 contains 13482 members 
Mstep: Class 56 contains 362 members 
Mstep: Class 57 contains 152 members 
Mstep: Class 58 contains 220 members 
Mstep: Class 59 contains 241 members 
Mstep: Class 60 contains 487 members 
Mstep: Class 61 contains 818 members 
Entering Unmasked Estep 
Score: -90670416.000000 Penalty: 40220.691406
Splitting cluster 45 changes total score from -90666336.000000 to -90670416.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 47 (11137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Entering Unmasked Estep 
Score: -548210.187500 Penalty: 423.970306
	Iteration 0F: 2 clusters Score -548210.2 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 5515 members 
Entering Unmasked Estep 
Score: -540766.000000 Penalty: 847.940613
	Iteration 0F: 3 clusters Score -540766 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -543887.687500 Penalty: 847.940613
	Iteration 1F: 3 clusters Score -543887.7 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -544209.937500 Penalty: 847.940613
	Iteration 2F: 3 clusters Score -544209.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -544634.000000 Penalty: 847.940613
	Iteration 3F: 3 clusters Score -544634 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -545180.562500 Penalty: 847.940613
	Iteration 4F: 3 clusters Score -545180.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -545794.375000 Penalty: 847.940613
	Iteration 5F: 3 clusters Score -545794.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -546331.437500 Penalty: 847.940613
	Iteration 6F: 3 clusters Score -546331.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -546689.250000 Penalty: 847.940613
	Iteration 7Q: 3 clusters Score -546689.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -546933.875000 Penalty: 847.940613
	Iteration 8Q: 3 clusters Score -546933.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -547102.625000 Penalty: 847.940613
	Iteration 9Q: 3 clusters Score -547102.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -547242.812500 Penalty: 847.940613
	Iteration 10Q: 3 clusters Score -547242.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -547374.125000 Penalty: 847.940613
	Iteration 11Q: 3 clusters Score -547374.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -547487.312500 Penalty: 847.940613
	Iteration 12Q: 3 clusters Score -547487.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -547573.750000 Penalty: 847.940613
	Iteration 13Q: 3 clusters Score -547573.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -547647.187500 Penalty: 847.940613
	Iteration 14Q: 3 clusters Score -547647.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -547690.437500 Penalty: 847.940613
	Iteration 15Q: 3 clusters Score -547690.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -547722.500000 Penalty: 847.940613
	Iteration 16Q: 3 clusters Score -547722.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -547744.312500 Penalty: 847.940613
	Iteration 17Q: 3 clusters Score -547744.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -547762.250000 Penalty: 847.940613
	Iteration 18Q: 3 clusters Score -547762.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -547775.375000 Penalty: 847.940613
	Iteration 19Q: 3 clusters Score -547775.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -547793.625000 Penalty: 847.940613
	Iteration 20F: 3 clusters Score -547793.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -547806.562500 Penalty: 847.940613
	Iteration 21Q: 3 clusters Score -547806.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -547814.625000 Penalty: 847.940613
	Iteration 22Q: 3 clusters Score -547814.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -547820.750000 Penalty: 847.940613
	Iteration 23Q: 3 clusters Score -547820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -547826.562500 Penalty: 847.940613
	Iteration 24Q: 3 clusters Score -547826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -547832.187500 Penalty: 847.940613
	Iteration 25Q: 3 clusters Score -547832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -547835.687500 Penalty: 847.940613
	Iteration 26Q: 3 clusters Score -547835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -547840.250000 Penalty: 847.940613
	Iteration 27Q: 3 clusters Score -547840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -547845.625000 Penalty: 847.940613
	Iteration 28Q: 3 clusters Score -547845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -547849.062500 Penalty: 847.940613
	Iteration 29Q: 3 clusters Score -547849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -547851.562500 Penalty: 847.940613
	Iteration 30Q: 3 clusters Score -547851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -547853.250000 Penalty: 847.940613
	Iteration 31Q: 3 clusters Score -547853.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -547853.500000 Penalty: 847.940613
	Iteration 32Q: 3 clusters Score -547853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -547853.500000 Penalty: 847.940613
	Iteration 33F: 3 clusters Score -547853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -9847.634766 Penalty: 274.505432
	Iteration 0F: 2 clusters Score -9847.635 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 217 members 
Entering Unmasked Estep 
Score: -9448.487305 Penalty: 549.010864
	Iteration 0F: 3 clusters Score -9448.487 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9596.053711 Penalty: 549.010864
	Iteration 1F: 3 clusters Score -9596.054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9657.198242 Penalty: 549.010864
	Iteration 2F: 3 clusters Score -9657.198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9695.582031 Penalty: 549.010864
	Iteration 3F: 3 clusters Score -9695.582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9735.325195 Penalty: 549.010864
	Iteration 4F: 3 clusters Score -9735.325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9752.180664 Penalty: 549.010864
	Iteration 5Q: 3 clusters Score -9752.181 nChanged 12
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: -9764.813477 Penalty: 549.010864
	Iteration 6Q: 3 clusters Score -9764.813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9784.473633 Penalty: 549.010864
	Iteration 7Q: 3 clusters Score -9784.474 nChanged 8
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: -9793.184570 Penalty: 549.010864
	Iteration 8Q: 3 clusters Score -9793.185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9796.271484 Penalty: 549.010864
	Iteration 9Q: 3 clusters Score -9796.271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9797.513672 Penalty: 549.010864
	Iteration 10Q: 3 clusters Score -9797.514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9798.950195 Penalty: 549.010864
	Iteration 11Q: 3 clusters Score -9798.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9800.321289 Penalty: 549.010864
	Iteration 12Q: 3 clusters Score -9800.321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9800.922852 Penalty: 549.010864
	Iteration 13Q: 3 clusters Score -9800.923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9801.250977 Penalty: 549.010864
	Iteration 14Q: 3 clusters Score -9801.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9801.250977 Penalty: 549.010864
	Iteration 15F: 3 clusters Score -9801.251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -107764.242188 Penalty: 350.032654
	Iteration 0F: 2 clusters Score -107764.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -106231.210938 Penalty: 700.065308
	Iteration 0F: 3 clusters Score -106231.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -107215.789062 Penalty: 700.065308
	Iteration 1F: 3 clusters Score -107215.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -107583.476562 Penalty: 700.065308
	Iteration 2F: 3 clusters Score -107583.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -107843.609375 Penalty: 700.065308
	Iteration 3F: 3 clusters Score -107843.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -108088.195312 Penalty: 700.065308
	Iteration 4F: 3 clusters Score -108088.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -108284.875000 Penalty: 700.065308
	Iteration 5F: 3 clusters Score -108284.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -108426.625000 Penalty: 700.065308
	Iteration 6Q: 3 clusters Score -108426.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -108516.023438 Penalty: 700.065308
	Iteration 7Q: 3 clusters Score -108516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -108545.671875 Penalty: 700.065308
	Iteration 8Q: 3 clusters Score -108545.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -108563.273438 Penalty: 700.065308
	Iteration 9Q: 3 clusters Score -108563.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -108573.046875 Penalty: 700.065308
	Iteration 10Q: 3 clusters Score -108573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -108581.382812 Penalty: 700.065308
	Iteration 11Q: 3 clusters Score -108581.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -108588.335938 Penalty: 700.065308
	Iteration 12Q: 3 clusters Score -108588.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -108602.367188 Penalty: 700.065308
	Iteration 13Q: 3 clusters Score -108602.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -108617.820312 Penalty: 700.065308
	Iteration 14Q: 3 clusters Score -108617.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -108635.585938 Penalty: 700.065308
	Iteration 15Q: 3 clusters Score -108635.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -108650.835938 Penalty: 700.065308
	Iteration 16Q: 3 clusters Score -108650.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -108659.296875 Penalty: 700.065308
	Iteration 17Q: 3 clusters Score -108659.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -108668.937500 Penalty: 700.065308
	Iteration 18Q: 3 clusters Score -108668.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -108677.257812 Penalty: 700.065308
	Iteration 19Q: 3 clusters Score -108677.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -108687.687500 Penalty: 700.065308
	Iteration 20F: 3 clusters Score -108687.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -108700.882812 Penalty: 700.065308
	Iteration 21Q: 3 clusters Score -108700.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -108718.218750 Penalty: 700.065308
	Iteration 22Q: 3 clusters Score -108718.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -108734.531250 Penalty: 700.065308
	Iteration 23Q: 3 clusters Score -108734.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -108748.343750 Penalty: 700.065308
	Iteration 24Q: 3 clusters Score -108748.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -108757.820312 Penalty: 700.065308
	Iteration 25Q: 3 clusters Score -108757.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -108769.226562 Penalty: 700.065308
	Iteration 26Q: 3 clusters Score -108769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -108775.335938 Penalty: 700.065308
	Iteration 27Q: 3 clusters Score -108775.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -108779.710938 Penalty: 700.065308
	Iteration 28Q: 3 clusters Score -108779.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -108781.476562 Penalty: 700.065308
	Iteration 29Q: 3 clusters Score -108781.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -108782.687500 Penalty: 700.065308
	Iteration 30Q: 3 clusters Score -108782.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -108782.687500 Penalty: 700.065308
	Iteration 31F: 3 clusters Score -108782.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 201293 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 113 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1006 members 
Mstep: Class 35 contains 790 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 257 members 
Mstep: Class 41 contains 1299 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 370 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 442 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Mstep: Class 52 contains 82 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 464 members 
Mstep: Class 55 contains 13482 members 
Mstep: Class 56 contains 362 members 
Mstep: Class 57 contains 152 members 
Mstep: Class 58 contains 220 members 
Mstep: Class 59 contains 241 members 
Mstep: Class 60 contains 487 members 
Mstep: Class 61 contains 818 members 
Mstep: Class 62 contains 1751 members 
Entering Unmasked Estep 
Score: -90671928.000000 Penalty: 40880.046875
Splitting cluster 49 changes total score from -90666336.000000 to -90671928.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 50 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -10782.825195 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -10782.83 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 97 members 
Entering Unmasked Estep 
Score: -10475.818359 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -10475.82 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10593.214844 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -10593.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10649.944336 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -10649.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10707.333008 Penalty: 496.044495
	Iteration 3F: 3 clusters Score -10707.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10724.858398 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -10724.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10731.039062 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -10731.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10737.936523 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -10737.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10739.872070 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -10739.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10743.633789 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -10743.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10746.129883 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -10746.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10748.684570 Penalty: 496.044495
	Iteration 10Q: 3 clusters Score -10748.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10748.684570 Penalty: 496.044495
	Iteration 11F: 3 clusters Score -10748.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (219309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219309 members 
Entering Unmasked Estep 
Score: -10919563.000000 Penalty: 559.569763
	Iteration 0F: 2 clusters Score -1.091956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109292 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -10779282.000000 Penalty: 1119.139526
	Iteration 0F: 3 clusters Score -1.077928e+07 nChanged 108026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -10846682.000000 Penalty: 1119.139526
	Iteration 1F: 3 clusters Score -1.084668e+07 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 129987 members 
Entering Unmasked Estep 
Score: -10851054.000000 Penalty: 1119.139526
	Iteration 2Q: 3 clusters Score -1.085105e+07 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 141553 members 
Entering Unmasked Estep 
Score: -10858760.000000 Penalty: 1119.139526
	Iteration 3F: 3 clusters Score -1.085876e+07 nChanged 16370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 157799 members 
Entering Unmasked Estep 
Score: -10871615.000000 Penalty: 1119.139526
	Iteration 4F: 3 clusters Score -1.087162e+07 nChanged 19172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 176947 members 
Entering Unmasked Estep 
Score: -10888979.000000 Penalty: 1119.139526
	Iteration 5F: 3 clusters Score -1.088898e+07 nChanged 17926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 194873 members 
Entering Unmasked Estep 
Score: -10903144.000000 Penalty: 1119.139526
	Iteration 6F: 3 clusters Score -1.090314e+07 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 207110 members 
Entering Unmasked Estep 
Score: -10912561.000000 Penalty: 1119.139526
	Iteration 7F: 3 clusters Score -1.091256e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 213566 members 
Entering Unmasked Estep 
Score: -10916723.000000 Penalty: 1119.139526
	Iteration 8Q: 3 clusters Score -1.091672e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 216667 members 
Entering Unmasked Estep 
Score: -10918189.000000 Penalty: 1119.139526
	Iteration 9Q: 3 clusters Score -1.091819e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 218116 members 
Entering Unmasked Estep 
Score: -10918733.000000 Penalty: 1119.139526
	Iteration 10Q: 3 clusters Score -1.091873e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 218745 members 
Entering Unmasked Estep 
Score: -10918939.000000 Penalty: 1119.139526
	Iteration 11Q: 3 clusters Score -1.091894e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 219011 members 
Entering Unmasked Estep 
Score: -10919025.000000 Penalty: 1119.139526
	Iteration 12Q: 3 clusters Score -1.091902e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 219113 members 
Entering Unmasked Estep 
Score: -10919043.000000 Penalty: 1119.139526
	Iteration 13Q: 3 clusters Score -1.091904e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 219149 members 
Entering Unmasked Estep 
Score: -10919049.000000 Penalty: 1119.139526
	Iteration 14Q: 3 clusters Score -1.091905e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 219178 members 
Entering Unmasked Estep 
Score: -10919068.000000 Penalty: 1119.139526
	Iteration 15Q: 3 clusters Score -1.091907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 219195 members 
Entering Unmasked Estep 
Score: -10919088.000000 Penalty: 1119.139526
	Iteration 16Q: 3 clusters Score -1.091909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 219203 members 
Entering Unmasked Estep 
Score: -10919082.000000 Penalty: 1119.139526
	Iteration 17Q: 3 clusters Score -1.091908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 219209 members 
Entering Unmasked Estep 
Score: -10919087.000000 Penalty: 1119.139526
	Iteration 18Q: 3 clusters Score -1.091909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 219212 members 
Entering Unmasked Estep 
Score: -10919083.000000 Penalty: 1119.139526
	Iteration 19Q: 3 clusters Score -1.091908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 219213 members 
Entering Unmasked Estep 
Score: -10919088.000000 Penalty: 1119.139526
	Iteration 20F: 3 clusters Score -1.091909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 219218 members 
Entering Unmasked Estep 
Score: -10919097.000000 Penalty: 1119.139526
	Iteration 21Q: 3 clusters Score -1.09191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 219221 members 
Entering Unmasked Estep 
Score: -10919102.000000 Penalty: 1119.139526
	Iteration 22Q: 3 clusters Score -1.09191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 219222 members 
Entering Unmasked Estep 
Score: -10919102.000000 Penalty: 1119.139526
	Iteration 23Q: 3 clusters Score -1.09191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 219224 members 
Entering Unmasked Estep 
Score: -10919104.000000 Penalty: 1119.139526
	Iteration 24Q: 3 clusters Score -1.09191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 219227 members 
Entering Unmasked Estep 
Score: -10919109.000000 Penalty: 1119.139526
	Iteration 25Q: 3 clusters Score -1.091911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 219229 members 
Entering Unmasked Estep 
Score: -10919116.000000 Penalty: 1119.139526
	Iteration 26Q: 3 clusters Score -1.091912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 219231 members 
Entering Unmasked Estep 
Score: -10919115.000000 Penalty: 1119.139526
	Iteration 27Q: 3 clusters Score -1.091912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 219232 members 
Entering Unmasked Estep 
Score: -10919123.000000 Penalty: 1119.139526
	Iteration 28Q: 3 clusters Score -1.091912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 219233 members 
Entering Unmasked Estep 
Score: -10919118.000000 Penalty: 1119.139526
	Iteration 29Q: 3 clusters Score -1.091912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 219233 members 
Entering Unmasked Estep 
Score: -10919119.000000 Penalty: 1119.139526
	Iteration 30Q: 3 clusters Score -1.091912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 219232 members 
Entering Unmasked Estep 
Score: -10919125.000000 Penalty: 1119.139526
	Iteration 31Q: 3 clusters Score -1.091912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 219232 members 
Entering Unmasked Estep 
Score: -10919125.000000 Penalty: 1119.139526
	Iteration 32F: 3 clusters Score -1.091912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 98535 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 212256 members 
Mstep: Class 5 contains 51 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 82729 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 7014 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 219408 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 171585 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2151 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 201293 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 45488 members 
Mstep: Class 29 contains 2305 members 
Mstep: Class 30 contains 199 members 
Mstep: Class 31 contains 113 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 1818 members 
Mstep: Class 34 contains 1006 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6667 members 
Mstep: Class 38 contains 746 members 
Mstep: Class 39 contains 37615 members 
Mstep: Class 40 contains 257 members 
Mstep: Class 41 contains 1299 members 
Mstep: Class 42 contains 174375 members 
Mstep: Class 43 contains 9775 members 
Mstep: Class 44 contains 168627 members 
Mstep: Class 45 contains 370 members 
Mstep: Class 47 contains 11137 members 
Mstep: Class 48 contains 417 members 
Mstep: Class 49 contains 442 members 
Mstep: Class 50 contains 233 members 
Mstep: Class 51 contains 219309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 592.885986 but Gain 659.355469
Score: -90676680.000000 Penalty: 40220.691406
Iteration 159Q: 62 clusters Score -9.067668e+07 nChanged 21417
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 98792 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 213935 members 
Mstep: Class 6 contains 21100 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 83239 members 
Mstep: Class 9 contains 92204 members 
Mstep: Class 10 contains 7007 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 98844 members 
Mstep: Class 14 contains 219465 members 
Mstep: Class 15 contains 9506 members 
Mstep: Class 16 contains 1303 members 
Mstep: Class 17 contains 470 members 
Mstep: Class 18 contains 171600 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 3987 members 
Mstep: Class 23 contains 5761 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 201090 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 2718 members 
Mstep: Class 28 contains 45490 members 
Mstep: Class 29 contains 2376 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 114 members 
Mstep: Class 32 contains 1534 members 
Mstep: Class 33 contains 1815 members 
Mstep: Class 34 contains 1019 members 
Mstep: Class 35 contains 841 members 
Mstep: Class 36 contains 5634 members 
Mstep: Class 37 contains 6549 members 
Mstep: Class 38 contains 745 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 1322 members 
Mstep: Class 42 contains 173763 members 
Mstep: Class 43 contains 9732 members 
Mstep: Class 44 contains 171273 members 
Mstep: Class 45 contains 451 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 11101 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 436 members 
Mstep: Class 50 contains 239 members 
Mstep: Class 51 contains 216110 members 
Mstep: Class 52 contains 76 members 
Mstep: Class 53 contains 205 members 
Mstep: Class 54 contains 436 members 
Mstep: Class 55 contains 13407 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 152 members 
Mstep: Class 58 contains 210 members 
Mstep: Class 59 contains 231 members 
Mstep: Class 60 contains 476 members 
Mstep: Class 61 contains 713 members 
Mstep: Class 62 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 31. Lose 516.768677 but Gain 659.359375
Score: -90681176.000000 Penalty: 39561.332031
Iteration 160F: 61 clusters Score -9.068118e+07 nChanged 23291
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 98859 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 213979 members 
Mstep: Class 6 contains 21109 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 85017 members 
Mstep: Class 9 contains 90554 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 2005 members 
Mstep: Class 13 contains 99100 members 
Mstep: Class 14 contains 219514 members 
Mstep: Class 15 contains 10261 members 
Mstep: Class 16 contains 1307 members 
Mstep: Class 17 contains 452 members 
Mstep: Class 18 contains 169881 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2120 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 1319 members 
Mstep: Class 25 contains 202718 members 
Mstep: Class 26 contains 5347 members 
Mstep: Class 27 contains 2712 members 
Mstep: Class 28 contains 45463 members 
Mstep: Class 29 contains 2412 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1511 members 
Mstep: Class 33 contains 1812 members 
Mstep: Class 34 contains 1009 members 
Mstep: Class 35 contains 869 members 
Mstep: Class 36 contains 5631 members 
Mstep: Class 37 contains 6426 members 
Mstep: Class 38 contains 744 members 
Mstep: Class 39 contains 37620 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1325 members 
Mstep: Class 42 contains 172895 members 
Mstep: Class 43 contains 9708 members 
Mstep: Class 44 contains 173201 members 
Mstep: Class 45 contains 530 members 
Mstep: Class 46 contains 904 members 
Mstep: Class 47 contains 11055 members 
Mstep: Class 48 contains 446 members 
Mstep: Class 49 contains 429 members 
Mstep: Class 50 contains 243 members 
Mstep: Class 51 contains 212070 members 
Mstep: Class 52 contains 72 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 609 members 
Mstep: Class 55 contains 15035 members 
Mstep: Class 56 contains 323 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 218 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 490 members 
Mstep: Class 61 contains 760 members 
Mstep: Class 62 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90685384.000000 Penalty: 39561.332031
Iteration 161Q: 61 clusters Score -9.068538e+07 nChanged 22820
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 98879 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 213558 members 
Mstep: Class 6 contains 21113 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 86184 members 
Mstep: Class 9 contains 88994 members 
Mstep: Class 10 contains 7007 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 99289 members 
Mstep: Class 14 contains 219540 members 
Mstep: Class 15 contains 11024 members 
Mstep: Class 16 contains 1302 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 167836 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 2110 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 1319 members 
Mstep: Class 25 contains 205378 members 
Mstep: Class 26 contains 5354 members 
Mstep: Class 27 contains 2708 members 
Mstep: Class 28 contains 45472 members 
Mstep: Class 29 contains 2433 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 32 contains 1496 members 
Mstep: Class 33 contains 1810 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 5635 members 
Mstep: Class 37 contains 6321 members 
Mstep: Class 38 contains 743 members 
Mstep: Class 39 contains 37620 members 
Mstep: Class 40 contains 386 members 
Mstep: Class 41 contains 1333 members 
Mstep: Class 42 contains 171856 members 
Mstep: Class 43 contains 9699 members 
Mstep: Class 44 contains 175155 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 927 members 
Mstep: Class 47 contains 11030 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 244 members 
Mstep: Class 51 contains 208725 members 
Mstep: Class 52 contains 68 members 
Mstep: Class 53 contains 215 members 
Mstep: Class 54 contains 726 members 
Mstep: Class 55 contains 16515 members 
Mstep: Class 56 contains 310 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 221 members 
Mstep: Class 59 contains 224 members 
Mstep: Class 60 contains 493 members 
Mstep: Class 61 contains 788 members 
Mstep: Class 62 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90687896.000000 Penalty: 39561.332031
Iteration 162Q: 61 clusters Score -9.06879e+07 nChanged 22670
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 98826 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 212810 members 
Mstep: Class 6 contains 21118 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 86696 members 
Mstep: Class 9 contains 87615 members 
Mstep: Class 10 contains 7002 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 2005 members 
Mstep: Class 13 contains 99433 members 
Mstep: Class 14 contains 219619 members 
Mstep: Class 15 contains 11797 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 425 members 
Mstep: Class 18 contains 165691 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 20 contains 880 members 
Mstep: Class 21 contains 2103 members 
Mstep: Class 22 contains 4452 members 
Mstep: Class 23 contains 5728 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 208445 members 
Mstep: Class 26 contains 5357 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 45482 members 
Mstep: Class 29 contains 2450 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 32 contains 1496 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 991 members 
Mstep: Class 35 contains 893 members 
Mstep: Class 36 contains 5637 members 
Mstep: Class 37 contains 6245 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37618 members 
Mstep: Class 40 contains 384 members 
Mstep: Class 41 contains 1336 members 
Mstep: Class 42 contains 170797 members 
Mstep: Class 43 contains 9684 members 
Mstep: Class 44 contains 177026 members 
Mstep: Class 45 contains 596 members 
Mstep: Class 46 contains 938 members 
Mstep: Class 47 contains 11024 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 426 members 
Mstep: Class 50 contains 246 members 
Mstep: Class 51 contains 205954 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 800 members 
Mstep: Class 55 contains 18047 members 
Mstep: Class 56 contains 303 members 
Mstep: Class 57 contains 178 members 
Mstep: Class 58 contains 223 members 
Mstep: Class 59 contains 239 members 
Mstep: Class 60 contains 505 members 
Mstep: Class 61 contains 798 members 
Mstep: Class 62 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90688848.000000 Penalty: 39561.332031
Iteration 163Q: 61 clusters Score -9.068885e+07 nChanged 22309
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 98776 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 211830 members 
Mstep: Class 6 contains 21150 members 
Mstep: Class 7 contains 562 members 
Mstep: Class 8 contains 86528 members 
Mstep: Class 9 contains 86422 members 
Mstep: Class 10 contains 6998 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 99501 members 
Mstep: Class 14 contains 219694 members 
Mstep: Class 15 contains 12538 members 
Mstep: Class 16 contains 1308 members 
Mstep: Class 17 contains 422 members 
Mstep: Class 18 contains 163310 members 
Mstep: Class 19 contains 1670 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 2101 members 
Mstep: Class 22 contains 4652 members 
Mstep: Class 23 contains 5711 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 211653 members 
Mstep: Class 26 contains 5357 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 45502 members 
Mstep: Class 29 contains 2462 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 32 contains 1499 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 984 members 
Mstep: Class 35 contains 897 members 
Mstep: Class 36 contains 5636 members 
Mstep: Class 37 contains 6162 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37627 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1339 members 
Mstep: Class 42 contains 169815 members 
Mstep: Class 43 contains 9687 members 
Mstep: Class 44 contains 178539 members 
Mstep: Class 45 contains 619 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 11024 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 248 members 
Mstep: Class 51 contains 204305 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 843 members 
Mstep: Class 55 contains 19632 members 
Mstep: Class 56 contains 300 members 
Mstep: Class 57 contains 178 members 
Mstep: Class 58 contains 228 members 
Mstep: Class 59 contains 248 members 
Mstep: Class 60 contains 509 members 
Mstep: Class 61 contains 803 members 
Mstep: Class 62 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90688808.000000 Penalty: 39561.332031
Iteration 164Q: 61 clusters Score -9.068881e+07 nChanged 22132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 98714 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 210789 members 
Mstep: Class 6 contains 21174 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 8 contains 85858 members 
Mstep: Class 9 contains 85390 members 
Mstep: Class 10 contains 6993 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 99532 members 
Mstep: Class 14 contains 219804 members 
Mstep: Class 15 contains 13258 members 
Mstep: Class 16 contains 1308 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 160811 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 4882 members 
Mstep: Class 23 contains 5707 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 214722 members 
Mstep: Class 26 contains 5366 members 
Mstep: Class 27 contains 2680 members 
Mstep: Class 28 contains 45498 members 
Mstep: Class 29 contains 2473 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1501 members 
Mstep: Class 33 contains 1805 members 
Mstep: Class 34 contains 968 members 
Mstep: Class 35 contains 901 members 
Mstep: Class 36 contains 5634 members 
Mstep: Class 37 contains 6110 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37623 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1335 members 
Mstep: Class 42 contains 168828 members 
Mstep: Class 43 contains 9693 members 
Mstep: Class 44 contains 179846 members 
Mstep: Class 45 contains 631 members 
Mstep: Class 46 contains 951 members 
Mstep: Class 47 contains 11016 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 251 members 
Mstep: Class 51 contains 203528 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 876 members 
Mstep: Class 55 contains 21234 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 178 members 
Mstep: Class 58 contains 234 members 
Mstep: Class 59 contains 253 members 
Mstep: Class 60 contains 514 members 
Mstep: Class 61 contains 801 members 
Mstep: Class 62 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90688128.000000 Penalty: 39561.332031
Iteration 165Q: 61 clusters Score -9.068813e+07 nChanged 21355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 98624 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 209790 members 
Mstep: Class 6 contains 21189 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 84842 members 
Mstep: Class 9 contains 84514 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 99534 members 
Mstep: Class 14 contains 219886 members 
Mstep: Class 15 contains 13974 members 
Mstep: Class 16 contains 1307 members 
Mstep: Class 17 contains 417 members 
Mstep: Class 18 contains 158368 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 882 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 5137 members 
Mstep: Class 23 contains 5711 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 217448 members 
Mstep: Class 26 contains 5391 members 
Mstep: Class 27 contains 2671 members 
Mstep: Class 28 contains 45475 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 230 members 
Mstep: Class 32 contains 1498 members 
Mstep: Class 33 contains 1813 members 
Mstep: Class 34 contains 957 members 
Mstep: Class 35 contains 909 members 
Mstep: Class 36 contains 5633 members 
Mstep: Class 37 contains 6066 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37626 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1334 members 
Mstep: Class 42 contains 167934 members 
Mstep: Class 43 contains 9701 members 
Mstep: Class 44 contains 180867 members 
Mstep: Class 45 contains 642 members 
Mstep: Class 46 contains 961 members 
Mstep: Class 47 contains 11007 members 
Mstep: Class 48 contains 454 members 
Mstep: Class 49 contains 428 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 203397 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 901 members 
Mstep: Class 55 contains 22885 members 
Mstep: Class 56 contains 297 members 
Mstep: Class 57 contains 178 members 
Mstep: Class 58 contains 233 members 
Mstep: Class 59 contains 257 members 
Mstep: Class 60 contains 516 members 
Mstep: Class 61 contains 804 members 
Mstep: Class 62 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90686664.000000 Penalty: 39561.332031
Iteration 166Q: 61 clusters Score -9.068666e+07 nChanged 20272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 98556 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 208788 members 
Mstep: Class 6 contains 21224 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 83732 members 
Mstep: Class 9 contains 83770 members 
Mstep: Class 10 contains 6985 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 99493 members 
Mstep: Class 14 contains 219933 members 
Mstep: Class 15 contains 14691 members 
Mstep: Class 16 contains 1308 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 155851 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 880 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 5717 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 219722 members 
Mstep: Class 26 contains 5406 members 
Mstep: Class 27 contains 2663 members 
Mstep: Class 28 contains 45467 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 230 members 
Mstep: Class 32 contains 1496 members 
Mstep: Class 33 contains 1814 members 
Mstep: Class 34 contains 946 members 
Mstep: Class 35 contains 915 members 
Mstep: Class 36 contains 5633 members 
Mstep: Class 37 contains 6043 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37638 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1336 members 
Mstep: Class 42 contains 167249 members 
Mstep: Class 43 contains 9718 members 
Mstep: Class 44 contains 181604 members 
Mstep: Class 45 contains 649 members 
Mstep: Class 46 contains 966 members 
Mstep: Class 47 contains 10985 members 
Mstep: Class 48 contains 454 members 
Mstep: Class 49 contains 428 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 203793 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 913 members 
Mstep: Class 55 contains 24615 members 
Mstep: Class 56 contains 297 members 
Mstep: Class 57 contains 178 members 
Mstep: Class 58 contains 234 members 
Mstep: Class 59 contains 260 members 
Mstep: Class 60 contains 519 members 
Mstep: Class 61 contains 804 members 
Mstep: Class 62 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90685216.000000 Penalty: 39561.332031
Iteration 167Q: 61 clusters Score -9.068522e+07 nChanged 18817
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 98468 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 207951 members 
Mstep: Class 6 contains 21240 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 82645 members 
Mstep: Class 9 contains 83150 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 99434 members 
Mstep: Class 14 contains 219970 members 
Mstep: Class 15 contains 15420 members 
Mstep: Class 16 contains 1305 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 153368 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 5714 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 221464 members 
Mstep: Class 26 contains 5428 members 
Mstep: Class 27 contains 2660 members 
Mstep: Class 28 contains 45461 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 230 members 
Mstep: Class 32 contains 1496 members 
Mstep: Class 33 contains 1817 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 921 members 
Mstep: Class 36 contains 5634 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37637 members 
Mstep: Class 40 contains 381 members 
Mstep: Class 41 contains 1340 members 
Mstep: Class 42 contains 166762 members 
Mstep: Class 43 contains 9726 members 
Mstep: Class 44 contains 182134 members 
Mstep: Class 45 contains 657 members 
Mstep: Class 46 contains 970 members 
Mstep: Class 47 contains 10952 members 
Mstep: Class 48 contains 455 members 
Mstep: Class 49 contains 428 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 204486 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 927 members 
Mstep: Class 55 contains 26329 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 234 members 
Mstep: Class 59 contains 258 members 
Mstep: Class 60 contains 521 members 
Mstep: Class 61 contains 804 members 
Mstep: Class 62 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90683848.000000 Penalty: 39561.332031
Iteration 168Q: 61 clusters Score -9.068385e+07 nChanged 17265
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 98358 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 207429 members 
Mstep: Class 6 contains 21245 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 81852 members 
Mstep: Class 9 contains 82666 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 99352 members 
Mstep: Class 14 contains 220035 members 
Mstep: Class 15 contains 16165 members 
Mstep: Class 16 contains 1299 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 151027 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 875 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 5822 members 
Mstep: Class 23 contains 5702 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 222545 members 
Mstep: Class 26 contains 5451 members 
Mstep: Class 27 contains 2656 members 
Mstep: Class 28 contains 45455 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 230 members 
Mstep: Class 32 contains 1495 members 
Mstep: Class 33 contains 1809 members 
Mstep: Class 34 contains 942 members 
Mstep: Class 35 contains 926 members 
Mstep: Class 36 contains 5635 members 
Mstep: Class 37 contains 5998 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37643 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1340 members 
Mstep: Class 42 contains 166314 members 
Mstep: Class 43 contains 9736 members 
Mstep: Class 44 contains 182359 members 
Mstep: Class 45 contains 659 members 
Mstep: Class 46 contains 980 members 
Mstep: Class 47 contains 10925 members 
Mstep: Class 48 contains 455 members 
Mstep: Class 49 contains 428 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 205291 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 936 members 
Mstep: Class 55 contains 27992 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 235 members 
Mstep: Class 59 contains 260 members 
Mstep: Class 60 contains 524 members 
Mstep: Class 61 contains 809 members 
Mstep: Class 62 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682208.000000 Penalty: 39561.332031
Iteration 169Q: 61 clusters Score -9.068221e+07 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 98245 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 207085 members 
Mstep: Class 6 contains 21254 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 81151 members 
Mstep: Class 9 contains 82318 members 
Mstep: Class 10 contains 6977 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 2015 members 
Mstep: Class 13 contains 99284 members 
Mstep: Class 14 contains 220066 members 
Mstep: Class 15 contains 16824 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 148785 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 6048 members 
Mstep: Class 23 contains 5694 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 223076 members 
Mstep: Class 26 contains 5460 members 
Mstep: Class 27 contains 2647 members 
Mstep: Class 28 contains 45446 members 
Mstep: Class 29 contains 2469 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1494 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 939 members 
Mstep: Class 35 contains 929 members 
Mstep: Class 36 contains 5636 members 
Mstep: Class 37 contains 5994 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37659 members 
Mstep: Class 40 contains 377 members 
Mstep: Class 41 contains 1339 members 
Mstep: Class 42 contains 166037 members 
Mstep: Class 43 contains 9740 members 
Mstep: Class 44 contains 182430 members 
Mstep: Class 45 contains 663 members 
Mstep: Class 46 contains 995 members 
Mstep: Class 47 contains 10910 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 206310 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 946 members 
Mstep: Class 55 contains 29542 members 
Mstep: Class 56 contains 297 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 238 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 529 members 
Mstep: Class 61 contains 809 members 
Mstep: Class 62 contains 1977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680704.000000 Penalty: 39561.332031
Iteration 170Q: 61 clusters Score -9.06807e+07 nChanged 13821
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 98117 members 
Mstep: Class 3 contains 1462 members 
Mstep: Class 4 contains 206937 members 
Mstep: Class 6 contains 21253 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 80622 members 
Mstep: Class 9 contains 82037 members 
Mstep: Class 10 contains 6973 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 2015 members 
Mstep: Class 13 contains 99219 members 
Mstep: Class 14 contains 220088 members 
Mstep: Class 15 contains 17412 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 146797 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 6261 members 
Mstep: Class 23 contains 5681 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 223044 members 
Mstep: Class 26 contains 5473 members 
Mstep: Class 27 contains 2634 members 
Mstep: Class 28 contains 45423 members 
Mstep: Class 29 contains 2465 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1493 members 
Mstep: Class 33 contains 1799 members 
Mstep: Class 34 contains 938 members 
Mstep: Class 35 contains 933 members 
Mstep: Class 36 contains 5636 members 
Mstep: Class 37 contains 5996 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37665 members 
Mstep: Class 40 contains 377 members 
Mstep: Class 41 contains 1339 members 
Mstep: Class 42 contains 165824 members 
Mstep: Class 43 contains 9744 members 
Mstep: Class 44 contains 182527 members 
Mstep: Class 45 contains 663 members 
Mstep: Class 46 contains 1009 members 
Mstep: Class 47 contains 10884 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 207391 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 954 members 
Mstep: Class 55 contains 30960 members 
Mstep: Class 56 contains 298 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 242 members 
Mstep: Class 59 contains 262 members 
Mstep: Class 60 contains 537 members 
Mstep: Class 61 contains 808 members 
Mstep: Class 62 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679920.000000 Penalty: 39561.332031
Iteration 171Q: 61 clusters Score -9.067992e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 97976 members 
Mstep: Class 3 contains 1462 members 
Mstep: Class 4 contains 206879 members 
Mstep: Class 6 contains 21249 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 80332 members 
Mstep: Class 9 contains 81822 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 99162 members 
Mstep: Class 14 contains 220109 members 
Mstep: Class 15 contains 17936 members 
Mstep: Class 16 contains 1290 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 144976 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 874 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 5675 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 222694 members 
Mstep: Class 26 contains 5483 members 
Mstep: Class 27 contains 2627 members 
Mstep: Class 28 contains 45406 members 
Mstep: Class 29 contains 2460 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1490 members 
Mstep: Class 33 contains 1791 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5635 members 
Mstep: Class 37 contains 5988 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37667 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1340 members 
Mstep: Class 42 contains 165637 members 
Mstep: Class 43 contains 9744 members 
Mstep: Class 44 contains 182614 members 
Mstep: Class 45 contains 664 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 10854 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 208353 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 961 members 
Mstep: Class 55 contains 32326 members 
Mstep: Class 56 contains 297 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 246 members 
Mstep: Class 59 contains 264 members 
Mstep: Class 60 contains 544 members 
Mstep: Class 61 contains 804 members 
Mstep: Class 62 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679472.000000 Penalty: 39561.332031
Iteration 172Q: 61 clusters Score -9.067947e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 97832 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 206905 members 
Mstep: Class 6 contains 21235 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 80242 members 
Mstep: Class 9 contains 81601 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 1944 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 99111 members 
Mstep: Class 14 contains 220112 members 
Mstep: Class 15 contains 18398 members 
Mstep: Class 16 contains 1289 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 143290 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 6662 members 
Mstep: Class 23 contains 5662 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 221846 members 
Mstep: Class 26 contains 5484 members 
Mstep: Class 27 contains 2623 members 
Mstep: Class 28 contains 45395 members 
Mstep: Class 29 contains 2455 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1490 members 
Mstep: Class 33 contains 1788 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 939 members 
Mstep: Class 36 contains 5636 members 
Mstep: Class 37 contains 5995 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37659 members 
Mstep: Class 40 contains 377 members 
Mstep: Class 41 contains 1336 members 
Mstep: Class 42 contains 165518 members 
Mstep: Class 43 contains 9747 members 
Mstep: Class 44 contains 182842 members 
Mstep: Class 45 contains 665 members 
Mstep: Class 46 contains 1032 members 
Mstep: Class 47 contains 10818 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 209354 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 965 members 
Mstep: Class 55 contains 33643 members 
Mstep: Class 56 contains 297 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 248 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 556 members 
Mstep: Class 61 contains 803 members 
Mstep: Class 62 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679264.000000 Penalty: 39561.332031
Iteration 173Q: 61 clusters Score -9.067926e+07 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 97711 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 207072 members 
Mstep: Class 6 contains 21227 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 80365 members 
Mstep: Class 9 contains 81414 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 1946 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 99067 members 
Mstep: Class 14 contains 220111 members 
Mstep: Class 15 contains 18783 members 
Mstep: Class 16 contains 1290 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 141744 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 875 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 220774 members 
Mstep: Class 26 contains 5472 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 45393 members 
Mstep: Class 29 contains 2449 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1489 members 
Mstep: Class 33 contains 1788 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 942 members 
Mstep: Class 36 contains 5635 members 
Mstep: Class 37 contains 6005 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37650 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1335 members 
Mstep: Class 42 contains 165370 members 
Mstep: Class 43 contains 9755 members 
Mstep: Class 44 contains 183048 members 
Mstep: Class 45 contains 668 members 
Mstep: Class 46 contains 1042 members 
Mstep: Class 47 contains 10781 members 
Mstep: Class 48 contains 458 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 210297 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 966 members 
Mstep: Class 55 contains 34848 members 
Mstep: Class 56 contains 297 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 249 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 568 members 
Mstep: Class 61 contains 804 members 
Mstep: Class 62 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679408.000000 Penalty: 39561.332031
Iteration 174Q: 61 clusters Score -9.067941e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 97603 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 207300 members 
Mstep: Class 6 contains 21215 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 80641 members 
Mstep: Class 9 contains 81271 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 1944 members 
Mstep: Class 12 contains 2016 members 
Mstep: Class 13 contains 99025 members 
Mstep: Class 14 contains 220132 members 
Mstep: Class 15 contains 19124 members 
Mstep: Class 16 contains 1282 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 140206 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 875 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 6945 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 219470 members 
Mstep: Class 26 contains 5466 members 
Mstep: Class 27 contains 2613 members 
Mstep: Class 28 contains 45398 members 
Mstep: Class 29 contains 2449 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1488 members 
Mstep: Class 33 contains 1787 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 945 members 
Mstep: Class 36 contains 5635 members 
Mstep: Class 37 contains 6027 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37645 members 
Mstep: Class 40 contains 375 members 
Mstep: Class 41 contains 1335 members 
Mstep: Class 42 contains 165317 members 
Mstep: Class 43 contains 9744 members 
Mstep: Class 44 contains 183219 members 
Mstep: Class 45 contains 671 members 
Mstep: Class 46 contains 1051 members 
Mstep: Class 47 contains 10749 members 
Mstep: Class 48 contains 458 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 211220 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 970 members 
Mstep: Class 55 contains 36017 members 
Mstep: Class 56 contains 298 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 250 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 582 members 
Mstep: Class 61 contains 804 members 
Mstep: Class 62 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90678600.000000 Penalty: 39561.332031
Iteration 175Q: 61 clusters Score -9.06786e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 97480 members 
Mstep: Class 3 contains 1462 members 
Mstep: Class 4 contains 207553 members 
Mstep: Class 6 contains 21205 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 81078 members 
Mstep: Class 9 contains 81109 members 
Mstep: Class 10 contains 6971 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 98982 members 
Mstep: Class 14 contains 220141 members 
Mstep: Class 15 contains 19406 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 138829 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 7049 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 217901 members 
Mstep: Class 26 contains 5452 members 
Mstep: Class 27 contains 2614 members 
Mstep: Class 28 contains 45410 members 
Mstep: Class 29 contains 2447 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1488 members 
Mstep: Class 33 contains 1788 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 947 members 
Mstep: Class 36 contains 5635 members 
Mstep: Class 37 contains 6059 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37641 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1331 members 
Mstep: Class 42 contains 165330 members 
Mstep: Class 43 contains 9742 members 
Mstep: Class 44 contains 183491 members 
Mstep: Class 45 contains 672 members 
Mstep: Class 46 contains 1056 members 
Mstep: Class 47 contains 10707 members 
Mstep: Class 48 contains 458 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 212061 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 973 members 
Mstep: Class 55 contains 37118 members 
Mstep: Class 56 contains 297 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 590 members 
Mstep: Class 61 contains 805 members 
Mstep: Class 62 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90678680.000000 Penalty: 39561.332031
Iteration 176Q: 61 clusters Score -9.067868e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 97371 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 207822 members 
Mstep: Class 6 contains 21198 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 81651 members 
Mstep: Class 9 contains 80975 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 1944 members 
Mstep: Class 12 contains 2023 members 
Mstep: Class 13 contains 98967 members 
Mstep: Class 14 contains 220121 members 
Mstep: Class 15 contains 19639 members 
Mstep: Class 16 contains 1275 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 137582 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 7139 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 216221 members 
Mstep: Class 26 contains 5453 members 
Mstep: Class 27 contains 2614 members 
Mstep: Class 28 contains 45414 members 
Mstep: Class 29 contains 2446 members 
Mstep: Class 30 contains 230 members 
Mstep: Class 32 contains 1488 members 
Mstep: Class 33 contains 1790 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 948 members 
Mstep: Class 36 contains 5635 members 
Mstep: Class 37 contains 6103 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37640 members 
Mstep: Class 40 contains 377 members 
Mstep: Class 41 contains 1330 members 
Mstep: Class 42 contains 165367 members 
Mstep: Class 43 contains 9752 members 
Mstep: Class 44 contains 183700 members 
Mstep: Class 45 contains 672 members 
Mstep: Class 46 contains 1055 members 
Mstep: Class 47 contains 10668 members 
Mstep: Class 48 contains 458 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 212766 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 980 members 
Mstep: Class 55 contains 38200 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 252 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 603 members 
Mstep: Class 61 contains 806 members 
Mstep: Class 62 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679056.000000 Penalty: 39561.332031
Iteration 177Q: 61 clusters Score -9.067906e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 97287 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 208024 members 
Mstep: Class 6 contains 21193 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 82311 members 
Mstep: Class 9 contains 80863 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 98938 members 
Mstep: Class 14 contains 220089 members 
Mstep: Class 15 contains 19852 members 
Mstep: Class 16 contains 1275 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 136420 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 7222 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 214666 members 
Mstep: Class 26 contains 5453 members 
Mstep: Class 27 contains 2614 members 
Mstep: Class 28 contains 45402 members 
Mstep: Class 29 contains 2445 members 
Mstep: Class 30 contains 230 members 
Mstep: Class 32 contains 1488 members 
Mstep: Class 33 contains 1796 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 950 members 
Mstep: Class 36 contains 5635 members 
Mstep: Class 37 contains 6123 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37640 members 
Mstep: Class 40 contains 377 members 
Mstep: Class 41 contains 1335 members 
Mstep: Class 42 contains 165351 members 
Mstep: Class 43 contains 9755 members 
Mstep: Class 44 contains 183873 members 
Mstep: Class 45 contains 672 members 
Mstep: Class 46 contains 1049 members 
Mstep: Class 47 contains 10638 members 
Mstep: Class 48 contains 458 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 213452 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 985 members 
Mstep: Class 55 contains 39211 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 615 members 
Mstep: Class 61 contains 808 members 
Mstep: Class 62 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679368.000000 Penalty: 39561.332031
Iteration 178Q: 61 clusters Score -9.067937e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 97197 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 208217 members 
Mstep: Class 6 contains 21191 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 83067 members 
Mstep: Class 9 contains 80777 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 1952 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 98933 members 
Mstep: Class 14 contains 220070 members 
Mstep: Class 15 contains 20078 members 
Mstep: Class 16 contains 1273 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 135381 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 213296 members 
Mstep: Class 26 contains 5451 members 
Mstep: Class 27 contains 2619 members 
Mstep: Class 28 contains 45406 members 
Mstep: Class 29 contains 2442 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1487 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 955 members 
Mstep: Class 36 contains 5635 members 
Mstep: Class 37 contains 6138 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37640 members 
Mstep: Class 40 contains 377 members 
Mstep: Class 41 contains 1338 members 
Mstep: Class 42 contains 165284 members 
Mstep: Class 43 contains 9754 members 
Mstep: Class 44 contains 183852 members 
Mstep: Class 45 contains 674 members 
Mstep: Class 46 contains 1046 members 
Mstep: Class 47 contains 10619 members 
Mstep: Class 48 contains 458 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 213935 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 986 members 
Mstep: Class 55 contains 40191 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 617 members 
Mstep: Class 61 contains 809 members 
Mstep: Class 62 contains 1991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679600.000000 Penalty: 39561.332031
Iteration 179Q: 61 clusters Score -9.06796e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 97118 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 208401 members 
Mstep: Class 6 contains 21187 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 83891 members 
Mstep: Class 9 contains 80731 members 
Mstep: Class 10 contains 6974 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 98932 members 
Mstep: Class 14 contains 220055 members 
Mstep: Class 15 contains 20290 members 
Mstep: Class 16 contains 1273 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 134467 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 7381 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 212054 members 
Mstep: Class 26 contains 5457 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 45405 members 
Mstep: Class 29 contains 2436 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5635 members 
Mstep: Class 37 contains 6160 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37645 members 
Mstep: Class 40 contains 377 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 165179 members 
Mstep: Class 43 contains 9769 members 
Mstep: Class 44 contains 183761 members 
Mstep: Class 45 contains 675 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 10591 members 
Mstep: Class 48 contains 458 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 214174 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 237 members 
Mstep: Class 54 contains 987 members 
Mstep: Class 55 contains 41157 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 616 members 
Mstep: Class 61 contains 811 members 
Mstep: Class 62 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680288.000000 Penalty: 39561.332031
Iteration 180F: 61 clusters Score -9.068029e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 97049 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 208062 members 
Mstep: Class 6 contains 21185 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 84753 members 
Mstep: Class 9 contains 80623 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 98940 members 
Mstep: Class 14 contains 220044 members 
Mstep: Class 15 contains 20702 members 
Mstep: Class 16 contains 1274 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 133632 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 7459 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 210646 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 45413 members 
Mstep: Class 29 contains 2432 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1807 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5636 members 
Mstep: Class 37 contains 6186 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37644 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1352 members 
Mstep: Class 42 contains 164931 members 
Mstep: Class 43 contains 9789 members 
Mstep: Class 44 contains 183071 members 
Mstep: Class 45 contains 677 members 
Mstep: Class 46 contains 1044 members 
Mstep: Class 47 contains 10544 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 214161 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 237 members 
Mstep: Class 54 contains 987 members 
Mstep: Class 55 contains 43514 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 617 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 1992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680592.000000 Penalty: 39561.332031
Iteration 181Q: 61 clusters Score -9.068059e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 97031 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 207834 members 
Mstep: Class 6 contains 21172 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 85514 members 
Mstep: Class 9 contains 80513 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 98959 members 
Mstep: Class 14 contains 220028 members 
Mstep: Class 15 contains 21039 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 132760 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 7548 members 
Mstep: Class 23 contains 5478 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 209455 members 
Mstep: Class 26 contains 5468 members 
Mstep: Class 27 contains 2627 members 
Mstep: Class 28 contains 45427 members 
Mstep: Class 29 contains 2427 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1483 members 
Mstep: Class 33 contains 1809 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5637 members 
Mstep: Class 37 contains 6220 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37634 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1357 members 
Mstep: Class 42 contains 164784 members 
Mstep: Class 43 contains 9787 members 
Mstep: Class 44 contains 182128 members 
Mstep: Class 45 contains 677 members 
Mstep: Class 46 contains 1039 members 
Mstep: Class 47 contains 10502 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 214042 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 987 members 
Mstep: Class 55 contains 45985 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 619 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680936.000000 Penalty: 39561.332031
Iteration 182Q: 61 clusters Score -9.068094e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 96995 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 207554 members 
Mstep: Class 6 contains 21181 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 86188 members 
Mstep: Class 9 contains 80313 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 98976 members 
Mstep: Class 14 contains 220007 members 
Mstep: Class 15 contains 21372 members 
Mstep: Class 16 contains 1271 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 131961 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 7636 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 208715 members 
Mstep: Class 26 contains 5470 members 
Mstep: Class 27 contains 2629 members 
Mstep: Class 28 contains 45436 members 
Mstep: Class 29 contains 2428 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1804 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5638 members 
Mstep: Class 37 contains 6238 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37631 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1360 members 
Mstep: Class 42 contains 164604 members 
Mstep: Class 43 contains 9795 members 
Mstep: Class 44 contains 180862 members 
Mstep: Class 45 contains 677 members 
Mstep: Class 46 contains 1026 members 
Mstep: Class 47 contains 10467 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 213776 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 987 members 
Mstep: Class 55 contains 48674 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 618 members 
Mstep: Class 61 contains 816 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681456.000000 Penalty: 39561.332031
Iteration 183Q: 61 clusters Score -9.068146e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 96984 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 207245 members 
Mstep: Class 6 contains 21183 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 86792 members 
Mstep: Class 9 contains 80064 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 98990 members 
Mstep: Class 14 contains 219990 members 
Mstep: Class 15 contains 21703 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 131166 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 7733 members 
Mstep: Class 23 contains 5457 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 208364 members 
Mstep: Class 26 contains 5468 members 
Mstep: Class 27 contains 2635 members 
Mstep: Class 28 contains 45441 members 
Mstep: Class 29 contains 2423 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1800 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5640 members 
Mstep: Class 37 contains 6246 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37628 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 164375 members 
Mstep: Class 43 contains 9804 members 
Mstep: Class 44 contains 179363 members 
Mstep: Class 45 contains 677 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 10440 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 213414 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 987 members 
Mstep: Class 55 contains 51484 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 617 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682032.000000 Penalty: 39561.332031
Iteration 184Q: 61 clusters Score -9.068203e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 96974 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 206869 members 
Mstep: Class 6 contains 21174 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 87305 members 
Mstep: Class 9 contains 79749 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 99015 members 
Mstep: Class 14 contains 219984 members 
Mstep: Class 15 contains 21951 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 130334 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 7834 members 
Mstep: Class 23 contains 5455 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 208378 members 
Mstep: Class 26 contains 5465 members 
Mstep: Class 27 contains 2640 members 
Mstep: Class 28 contains 45451 members 
Mstep: Class 29 contains 2413 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1798 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5642 members 
Mstep: Class 37 contains 6255 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37626 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1365 members 
Mstep: Class 42 contains 164096 members 
Mstep: Class 43 contains 9815 members 
Mstep: Class 44 contains 177657 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 1013 members 
Mstep: Class 47 contains 10411 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 213069 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 987 members 
Mstep: Class 55 contains 54478 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 617 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682776.000000 Penalty: 39561.332031
Iteration 185Q: 61 clusters Score -9.068278e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 96952 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 206610 members 
Mstep: Class 6 contains 21169 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 87742 members 
Mstep: Class 9 contains 79347 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 99022 members 
Mstep: Class 14 contains 219962 members 
Mstep: Class 15 contains 22094 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 129439 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 7928 members 
Mstep: Class 23 contains 5453 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 208716 members 
Mstep: Class 26 contains 5463 members 
Mstep: Class 27 contains 2645 members 
Mstep: Class 28 contains 45450 members 
Mstep: Class 29 contains 2397 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1797 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5642 members 
Mstep: Class 37 contains 6270 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37624 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 163802 members 
Mstep: Class 43 contains 9828 members 
Mstep: Class 44 contains 175763 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 1009 members 
Mstep: Class 47 contains 10373 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 212749 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 987 members 
Mstep: Class 55 contains 57608 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 614 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682792.000000 Penalty: 39561.332031
Iteration 186Q: 61 clusters Score -9.068279e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 96935 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 206404 members 
Mstep: Class 6 contains 21171 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 88020 members 
Mstep: Class 9 contains 78913 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 99033 members 
Mstep: Class 14 contains 219947 members 
Mstep: Class 15 contains 22137 members 
Mstep: Class 16 contains 1273 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 128566 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 8059 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 209120 members 
Mstep: Class 26 contains 5455 members 
Mstep: Class 27 contains 2651 members 
Mstep: Class 28 contains 45472 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1800 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5643 members 
Mstep: Class 37 contains 6289 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37620 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 163448 members 
Mstep: Class 43 contains 9841 members 
Mstep: Class 44 contains 173662 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 1001 members 
Mstep: Class 47 contains 10343 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 212624 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 987 members 
Mstep: Class 55 contains 60873 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682760.000000 Penalty: 39561.332031
Iteration 187Q: 61 clusters Score -9.068276e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 96905 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 206258 members 
Mstep: Class 6 contains 21169 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 88234 members 
Mstep: Class 9 contains 78404 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 99030 members 
Mstep: Class 14 contains 219908 members 
Mstep: Class 15 contains 22137 members 
Mstep: Class 16 contains 1271 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 127668 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 8221 members 
Mstep: Class 23 contains 5458 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 209718 members 
Mstep: Class 26 contains 5446 members 
Mstep: Class 27 contains 2664 members 
Mstep: Class 28 contains 45489 members 
Mstep: Class 29 contains 2351 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1804 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5644 members 
Mstep: Class 37 contains 6301 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37629 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 163168 members 
Mstep: Class 43 contains 9859 members 
Mstep: Class 44 contains 171299 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 989 members 
Mstep: Class 47 contains 10301 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 212525 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 987 members 
Mstep: Class 55 contains 64283 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682376.000000 Penalty: 39561.332031
Iteration 188Q: 61 clusters Score -9.068238e+07 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 96889 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 206063 members 
Mstep: Class 6 contains 21170 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 88241 members 
Mstep: Class 9 contains 77855 members 
Mstep: Class 10 contains 6973 members 
Mstep: Class 11 contains 1951 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 99029 members 
Mstep: Class 14 contains 219860 members 
Mstep: Class 15 contains 22113 members 
Mstep: Class 16 contains 1271 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 126816 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 8421 members 
Mstep: Class 23 contains 5447 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 210421 members 
Mstep: Class 26 contains 5440 members 
Mstep: Class 27 contains 2675 members 
Mstep: Class 28 contains 45485 members 
Mstep: Class 29 contains 2327 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1483 members 
Mstep: Class 33 contains 1806 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5644 members 
Mstep: Class 37 contains 6304 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37627 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1373 members 
Mstep: Class 42 contains 162969 members 
Mstep: Class 43 contains 9869 members 
Mstep: Class 44 contains 168688 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 975 members 
Mstep: Class 47 contains 10271 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 212606 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 987 members 
Mstep: Class 55 contains 67847 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681600.000000 Penalty: 39561.332031
Iteration 189Q: 61 clusters Score -9.06816e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 96859 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 205896 members 
Mstep: Class 6 contains 21170 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 88145 members 
Mstep: Class 9 contains 77253 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 1952 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 99038 members 
Mstep: Class 14 contains 219809 members 
Mstep: Class 15 contains 22004 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 125971 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 8579 members 
Mstep: Class 23 contains 5422 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 211226 members 
Mstep: Class 26 contains 5439 members 
Mstep: Class 27 contains 2678 members 
Mstep: Class 28 contains 45474 members 
Mstep: Class 29 contains 2310 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1805 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5644 members 
Mstep: Class 37 contains 6311 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37626 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1374 members 
Mstep: Class 42 contains 162872 members 
Mstep: Class 43 contains 9873 members 
Mstep: Class 44 contains 165890 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 961 members 
Mstep: Class 47 contains 10249 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 212913 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 986 members 
Mstep: Class 55 contains 71442 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681488.000000 Penalty: 39561.332031
Iteration 190Q: 61 clusters Score -9.068149e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96814 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 205760 members 
Mstep: Class 6 contains 21162 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 88032 members 
Mstep: Class 9 contains 76599 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 1946 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 99032 members 
Mstep: Class 14 contains 219795 members 
Mstep: Class 15 contains 21791 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 125210 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 873 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 8722 members 
Mstep: Class 23 contains 5390 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 211901 members 
Mstep: Class 26 contains 5434 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 45462 members 
Mstep: Class 29 contains 2277 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5644 members 
Mstep: Class 37 contains 6320 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37625 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 162791 members 
Mstep: Class 43 contains 9870 members 
Mstep: Class 44 contains 162960 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 949 members 
Mstep: Class 47 contains 10227 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 213487 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 986 members 
Mstep: Class 55 contains 75130 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681376.000000 Penalty: 39561.332031
Iteration 191Q: 61 clusters Score -9.068138e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96754 members 
Mstep: Class 3 contains 1467 members 
Mstep: Class 4 contains 205635 members 
Mstep: Class 6 contains 21161 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 87977 members 
Mstep: Class 9 contains 75850 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 98973 members 
Mstep: Class 14 contains 219758 members 
Mstep: Class 15 contains 21508 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 124518 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 2099 members 
Mstep: Class 22 contains 8891 members 
Mstep: Class 23 contains 5344 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 212477 members 
Mstep: Class 26 contains 5420 members 
Mstep: Class 27 contains 2676 members 
Mstep: Class 28 contains 45455 members 
Mstep: Class 29 contains 2243 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1800 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5644 members 
Mstep: Class 37 contains 6317 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37628 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 162723 members 
Mstep: Class 43 contains 9848 members 
Mstep: Class 44 contains 159939 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 937 members 
Mstep: Class 47 contains 10216 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 214292 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 986 members 
Mstep: Class 55 contains 78885 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681288.000000 Penalty: 39561.332031
Iteration 192Q: 61 clusters Score -9.068129e+07 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96690 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 205661 members 
Mstep: Class 6 contains 21152 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 88062 members 
Mstep: Class 9 contains 75101 members 
Mstep: Class 10 contains 6977 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 98888 members 
Mstep: Class 14 contains 219699 members 
Mstep: Class 15 contains 21157 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 123831 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 9047 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 213042 members 
Mstep: Class 26 contains 5409 members 
Mstep: Class 27 contains 2674 members 
Mstep: Class 28 contains 45448 members 
Mstep: Class 29 contains 2218 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1483 members 
Mstep: Class 33 contains 1800 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5645 members 
Mstep: Class 37 contains 6318 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37626 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 162741 members 
Mstep: Class 43 contains 9840 members 
Mstep: Class 44 contains 156503 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 10205 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 215224 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 986 members 
Mstep: Class 55 contains 82682 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681608.000000 Penalty: 39561.332031
Iteration 193Q: 61 clusters Score -9.068161e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96615 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 205740 members 
Mstep: Class 6 contains 21146 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 88261 members 
Mstep: Class 9 contains 74381 members 
Mstep: Class 10 contains 6978 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 98789 members 
Mstep: Class 14 contains 219643 members 
Mstep: Class 15 contains 20801 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 123237 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 9211 members 
Mstep: Class 23 contains 5247 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 213416 members 
Mstep: Class 26 contains 5409 members 
Mstep: Class 27 contains 2671 members 
Mstep: Class 28 contains 45430 members 
Mstep: Class 29 contains 2203 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 1798 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5647 members 
Mstep: Class 37 contains 6306 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37625 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 162863 members 
Mstep: Class 43 contains 9851 members 
Mstep: Class 44 contains 152803 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 893 members 
Mstep: Class 47 contains 10189 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 216268 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 988 members 
Mstep: Class 55 contains 86427 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90681920.000000 Penalty: 39561.332031
Iteration 194Q: 61 clusters Score -9.068192e+07 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96528 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 205883 members 
Mstep: Class 6 contains 21144 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 88607 members 
Mstep: Class 9 contains 73786 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 98668 members 
Mstep: Class 14 contains 219595 members 
Mstep: Class 15 contains 20435 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122736 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 22 contains 9362 members 
Mstep: Class 23 contains 5203 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 213528 members 
Mstep: Class 26 contains 5398 members 
Mstep: Class 27 contains 2672 members 
Mstep: Class 28 contains 45406 members 
Mstep: Class 29 contains 2183 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 1799 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5650 members 
Mstep: Class 37 contains 6310 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37623 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163035 members 
Mstep: Class 43 contains 9852 members 
Mstep: Class 44 contains 149031 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 871 members 
Mstep: Class 47 contains 10167 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 217404 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 989 members 
Mstep: Class 55 contains 89999 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682656.000000 Penalty: 39561.332031
Iteration 195Q: 61 clusters Score -9.068266e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96457 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 206016 members 
Mstep: Class 6 contains 21137 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 89142 members 
Mstep: Class 9 contains 73250 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 98552 members 
Mstep: Class 14 contains 219588 members 
Mstep: Class 15 contains 20132 members 
Mstep: Class 16 contains 1270 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122437 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2093 members 
Mstep: Class 22 contains 9519 members 
Mstep: Class 23 contains 5155 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 213370 members 
Mstep: Class 26 contains 5393 members 
Mstep: Class 27 contains 2674 members 
Mstep: Class 28 contains 45378 members 
Mstep: Class 29 contains 2163 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1487 members 
Mstep: Class 33 contains 1799 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5653 members 
Mstep: Class 37 contains 6322 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37622 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163167 members 
Mstep: Class 43 contains 9873 members 
Mstep: Class 44 contains 145160 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 845 members 
Mstep: Class 47 contains 10155 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 218530 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 989 members 
Mstep: Class 55 contains 93392 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90683240.000000 Penalty: 39561.332031
Iteration 196Q: 61 clusters Score -9.068324e+07 nChanged 12950
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96377 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 206030 members 
Mstep: Class 6 contains 21143 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 89917 members 
Mstep: Class 9 contains 72773 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 98429 members 
Mstep: Class 14 contains 219583 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 1271 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122257 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2092 members 
Mstep: Class 22 contains 9646 members 
Mstep: Class 23 contains 5111 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 213172 members 
Mstep: Class 26 contains 5388 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 45361 members 
Mstep: Class 29 contains 2145 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1487 members 
Mstep: Class 33 contains 1799 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5655 members 
Mstep: Class 37 contains 6305 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37612 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163294 members 
Mstep: Class 43 contains 9903 members 
Mstep: Class 44 contains 141579 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 821 members 
Mstep: Class 47 contains 10146 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 219439 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 989 members 
Mstep: Class 55 contains 96485 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684096.000000 Penalty: 39561.332031
Iteration 197Q: 61 clusters Score -9.06841e+07 nChanged 12691
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96317 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 206016 members 
Mstep: Class 6 contains 21140 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 90920 members 
Mstep: Class 9 contains 72368 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 98327 members 
Mstep: Class 14 contains 219578 members 
Mstep: Class 15 contains 19570 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122152 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2090 members 
Mstep: Class 22 contains 9796 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 212917 members 
Mstep: Class 26 contains 5380 members 
Mstep: Class 27 contains 2683 members 
Mstep: Class 28 contains 45357 members 
Mstep: Class 29 contains 2123 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1486 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5657 members 
Mstep: Class 37 contains 6280 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37611 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163392 members 
Mstep: Class 43 contains 9923 members 
Mstep: Class 44 contains 138367 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 796 members 
Mstep: Class 47 contains 10132 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 220198 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 991 members 
Mstep: Class 55 contains 99035 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90685368.000000 Penalty: 39561.332031
Iteration 198Q: 61 clusters Score -9.068537e+07 nChanged 12158
Entering ConstructFrom: 
Score: -90685368.000000 Penalty: 39561.332031
Entering ConstructFrom: 
Trying to split cluster 1 (8533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Entering Unmasked Estep 
Score: -422884.781250 Penalty: 411.852173
	Iteration 0F: 2 clusters Score -422884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -417171.062500 Penalty: 823.704346
	Iteration 0F: 3 clusters Score -417171.1 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -419802.000000 Penalty: 823.704346
	Iteration 1F: 3 clusters Score -419802 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -420168.656250 Penalty: 823.704346
	Iteration 2F: 3 clusters Score -420168.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -420438.531250 Penalty: 823.704346
	Iteration 3F: 3 clusters Score -420438.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -420719.750000 Penalty: 823.704346
	Iteration 4F: 3 clusters Score -420719.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -421013.343750 Penalty: 823.704346
	Iteration 5F: 3 clusters Score -421013.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -421237.781250 Penalty: 823.704346
	Iteration 6Q: 3 clusters Score -421237.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -421353.156250 Penalty: 823.704346
	Iteration 7Q: 3 clusters Score -421353.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -421428.687500 Penalty: 823.704346
	Iteration 8Q: 3 clusters Score -421428.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -421472.093750 Penalty: 823.704346
	Iteration 9Q: 3 clusters Score -421472.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -421519.562500 Penalty: 823.704346
	Iteration 10Q: 3 clusters Score -421519.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -421557.656250 Penalty: 823.704346
	Iteration 11Q: 3 clusters Score -421557.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -421586.593750 Penalty: 823.704346
	Iteration 12Q: 3 clusters Score -421586.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -421618.625000 Penalty: 823.704346
	Iteration 13Q: 3 clusters Score -421618.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -421649.562500 Penalty: 823.704346
	Iteration 14Q: 3 clusters Score -421649.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -421683.093750 Penalty: 823.704346
	Iteration 15Q: 3 clusters Score -421683.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -421720.531250 Penalty: 823.704346
	Iteration 16Q: 3 clusters Score -421720.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -421758.812500 Penalty: 823.704346
	Iteration 17Q: 3 clusters Score -421758.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -421799.093750 Penalty: 823.704346
	Iteration 18Q: 3 clusters Score -421799.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -421831.125000 Penalty: 823.704346
	Iteration 19Q: 3 clusters Score -421831.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -421857.937500 Penalty: 823.704346
	Iteration 20F: 3 clusters Score -421857.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -421892.312500 Penalty: 823.704346
	Iteration 21Q: 3 clusters Score -421892.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -421934.500000 Penalty: 823.704346
	Iteration 22Q: 3 clusters Score -421934.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -421974.312500 Penalty: 823.704346
	Iteration 23Q: 3 clusters Score -421974.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -422007.656250 Penalty: 823.704346
	Iteration 24Q: 3 clusters Score -422007.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -422046.156250 Penalty: 823.704346
	Iteration 25Q: 3 clusters Score -422046.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -422084.218750 Penalty: 823.704346
	Iteration 26Q: 3 clusters Score -422084.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -422124.875000 Penalty: 823.704346
	Iteration 27Q: 3 clusters Score -422124.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -422166.375000 Penalty: 823.704346
	Iteration 28Q: 3 clusters Score -422166.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -422201.656250 Penalty: 823.704346
	Iteration 29Q: 3 clusters Score -422201.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -422228.500000 Penalty: 823.704346
	Iteration 30Q: 3 clusters Score -422228.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -422244.031250 Penalty: 823.704346
	Iteration 31Q: 3 clusters Score -422244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -422254.093750 Penalty: 823.704346
	Iteration 32Q: 3 clusters Score -422254.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -422267.093750 Penalty: 823.704346
	Iteration 33Q: 3 clusters Score -422267.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -422278.125000 Penalty: 823.704346
	Iteration 34Q: 3 clusters Score -422278.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -422283.625000 Penalty: 823.704346
	Iteration 35Q: 3 clusters Score -422283.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -422287.812500 Penalty: 823.704346
	Iteration 36Q: 3 clusters Score -422287.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -422293.343750 Penalty: 823.704346
	Iteration 37Q: 3 clusters Score -422293.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -422298.281250 Penalty: 823.704346
	Iteration 38Q: 3 clusters Score -422298.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -422302.531250 Penalty: 823.704346
	Iteration 39Q: 3 clusters Score -422302.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -422309.656250 Penalty: 823.704346
	Iteration 40F: 3 clusters Score -422309.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -422317.718750 Penalty: 823.704346
	Iteration 41Q: 3 clusters Score -422317.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -422322.843750 Penalty: 823.704346
	Iteration 42Q: 3 clusters Score -422322.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -422329.187500 Penalty: 823.704346
	Iteration 43Q: 3 clusters Score -422329.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -422333.750000 Penalty: 823.704346
	Iteration 44Q: 3 clusters Score -422333.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -422336.906250 Penalty: 823.704346
	Iteration 45Q: 3 clusters Score -422336.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -422339.093750 Penalty: 823.704346
	Iteration 46Q: 3 clusters Score -422339.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -422342.218750 Penalty: 823.704346
	Iteration 47Q: 3 clusters Score -422342.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -422343.781250 Penalty: 823.704346
	Iteration 48Q: 3 clusters Score -422343.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -422343.562500 Penalty: 823.704346
	Iteration 49Q: 3 clusters Score -422343.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -422345.000000 Penalty: 823.704346
	Iteration 50Q: 3 clusters Score -422345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -422347.125000 Penalty: 823.704346
	Iteration 51Q: 3 clusters Score -422347.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -422348.656250 Penalty: 823.704346
	Iteration 52Q: 3 clusters Score -422348.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -422349.656250 Penalty: 823.704346
	Iteration 53Q: 3 clusters Score -422349.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -422351.562500 Penalty: 823.704346
	Iteration 54Q: 3 clusters Score -422351.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -422352.437500 Penalty: 823.704346
	Iteration 55Q: 3 clusters Score -422352.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -422353.375000 Penalty: 823.704346
	Iteration 56Q: 3 clusters Score -422353.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -422355.687500 Penalty: 823.704346
	Iteration 57Q: 3 clusters Score -422355.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -422354.781250 Penalty: 823.704346
	Iteration 58Q: 3 clusters Score -422354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -422356.937500 Penalty: 823.704346
	Iteration 59Q: 3 clusters Score -422356.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -422358.562500 Penalty: 823.704346
	Iteration 60F: 3 clusters Score -422358.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -422359.937500 Penalty: 823.704346
	Iteration 61Q: 3 clusters Score -422359.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -422360.750000 Penalty: 823.704346
	Iteration 62Q: 3 clusters Score -422360.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -422361.375000 Penalty: 823.704346
	Iteration 63Q: 3 clusters Score -422361.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -422362.593750 Penalty: 823.704346
	Iteration 64Q: 3 clusters Score -422362.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -422365.156250 Penalty: 823.704346
	Iteration 65Q: 3 clusters Score -422365.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -422365.656250 Penalty: 823.704346
	Iteration 66Q: 3 clusters Score -422365.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -422368.531250 Penalty: 823.704346
	Iteration 67Q: 3 clusters Score -422368.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -422371.281250 Penalty: 823.704346
	Iteration 68Q: 3 clusters Score -422371.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -422371.781250 Penalty: 823.704346
	Iteration 69Q: 3 clusters Score -422371.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -422374.718750 Penalty: 823.704346
	Iteration 70Q: 3 clusters Score -422374.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -422375.093750 Penalty: 823.704346
	Iteration 71Q: 3 clusters Score -422375.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -422377.062500 Penalty: 823.704346
	Iteration 72Q: 3 clusters Score -422377.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -422377.375000 Penalty: 823.704346
	Iteration 73Q: 3 clusters Score -422377.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -422379.468750 Penalty: 823.704346
	Iteration 74Q: 3 clusters Score -422379.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -422380.281250 Penalty: 823.704346
	Iteration 75Q: 3 clusters Score -422380.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -422381.281250 Penalty: 823.704346
	Iteration 76Q: 3 clusters Score -422381.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -422381.656250 Penalty: 823.704346
	Iteration 77Q: 3 clusters Score -422381.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -422382.250000 Penalty: 823.704346
	Iteration 78Q: 3 clusters Score -422382.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -422384.187500 Penalty: 823.704346
	Iteration 79Q: 3 clusters Score -422384.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -422384.375000 Penalty: 823.704346
	Iteration 80F: 3 clusters Score -422384.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -422385.187500 Penalty: 823.704346
	Iteration 81Q: 3 clusters Score -422385.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -422384.937500 Penalty: 823.704346
	Iteration 82Q: 3 clusters Score -422384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -422385.906250 Penalty: 823.704346
	Iteration 83Q: 3 clusters Score -422385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -422386.531250 Penalty: 823.704346
	Iteration 84Q: 3 clusters Score -422386.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -422386.625000 Penalty: 823.704346
	Iteration 85Q: 3 clusters Score -422386.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -422388.218750 Penalty: 823.704346
	Iteration 86Q: 3 clusters Score -422388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -422388.562500 Penalty: 823.704346
	Iteration 87Q: 3 clusters Score -422388.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -422390.281250 Penalty: 823.704346
	Iteration 88Q: 3 clusters Score -422390.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -422392.531250 Penalty: 823.704346
	Iteration 89Q: 3 clusters Score -422392.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -422395.375000 Penalty: 823.704346
	Iteration 90Q: 3 clusters Score -422395.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -422398.125000 Penalty: 823.704346
	Iteration 91Q: 3 clusters Score -422398.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -422399.687500 Penalty: 823.704346
	Iteration 92Q: 3 clusters Score -422399.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -422400.000000 Penalty: 823.704346
	Iteration 93Q: 3 clusters Score -422400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -422400.906250 Penalty: 823.704346
	Iteration 94Q: 3 clusters Score -422400.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -422402.187500 Penalty: 823.704346
	Iteration 95Q: 3 clusters Score -422402.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -422402.656250 Penalty: 823.704346
	Iteration 96Q: 3 clusters Score -422402.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -422402.500000 Penalty: 823.704346
	Iteration 97Q: 3 clusters Score -422402.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -422402.531250 Penalty: 823.704346
	Iteration 98Q: 3 clusters Score -422402.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -422403.187500 Penalty: 823.704346
	Iteration 99Q: 3 clusters Score -422403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -422405.437500 Penalty: 823.704346
	Iteration 100F: 3 clusters Score -422405.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -422406.562500 Penalty: 823.704346
	Iteration 101Q: 3 clusters Score -422406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -422406.812500 Penalty: 823.704346
	Iteration 102Q: 3 clusters Score -422406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -422406.781250 Penalty: 823.704346
	Iteration 103Q: 3 clusters Score -422406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -422407.125000 Penalty: 823.704346
	Iteration 104Q: 3 clusters Score -422407.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -422407.468750 Penalty: 823.704346
	Iteration 105Q: 3 clusters Score -422407.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -422409.125000 Penalty: 823.704346
	Iteration 106Q: 3 clusters Score -422409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -422409.437500 Penalty: 823.704346
	Iteration 107Q: 3 clusters Score -422409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -422409.031250 Penalty: 823.704346
	Iteration 108Q: 3 clusters Score -422409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -422410.031250 Penalty: 823.704346
	Iteration 109Q: 3 clusters Score -422410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -422409.218750 Penalty: 823.704346
	Iteration 110Q: 3 clusters Score -422409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -422409.156250 Penalty: 823.704346
	Iteration 111Q: 3 clusters Score -422409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -422410.468750 Penalty: 823.704346
	Iteration 112Q: 3 clusters Score -422410.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -422409.343750 Penalty: 823.704346
	Iteration 113Q: 3 clusters Score -422409.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -422409.875000 Penalty: 823.704346
	Iteration 114Q: 3 clusters Score -422409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -422410.843750 Penalty: 823.704346
	Iteration 115Q: 3 clusters Score -422410.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -422411.625000 Penalty: 823.704346
	Iteration 116Q: 3 clusters Score -422411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -422411.250000 Penalty: 823.704346
	Iteration 117Q: 3 clusters Score -422411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -422411.812500 Penalty: 823.704346
	Iteration 118Q: 3 clusters Score -422411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -422411.625000 Penalty: 823.704346
	Iteration 119Q: 3 clusters Score -422411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -422410.875000 Penalty: 823.704346
	Iteration 120F: 3 clusters Score -422410.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -422410.718750 Penalty: 823.704346
	Iteration 121Q: 3 clusters Score -422410.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -422412.187500 Penalty: 823.704346
	Iteration 122Q: 3 clusters Score -422412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -422412.718750 Penalty: 823.704346
	Iteration 123Q: 3 clusters Score -422412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -422412.718750 Penalty: 823.704346
	Iteration 124F: 3 clusters Score -422412.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (96259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96259 members 
Entering Unmasked Estep 
Score: -4621609.500000 Penalty: 522.103333
	Iteration 0F: 2 clusters Score -4621610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -4556677.000000 Penalty: 1044.206665
	Iteration 0F: 3 clusters Score -4556677 nChanged 46869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -4586880.000000 Penalty: 1044.206665
	Iteration 1F: 3 clusters Score -4586880 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -4590756.500000 Penalty: 1044.206665
	Iteration 2F: 3 clusters Score -4590756 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -4597210.500000 Penalty: 1044.206665
	Iteration 3F: 3 clusters Score -4597210 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -4606246.000000 Penalty: 1044.206665
	Iteration 4F: 3 clusters Score -4606246 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -4614754.500000 Penalty: 1044.206665
	Iteration 5F: 3 clusters Score -4614754 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -4619232.000000 Penalty: 1044.206665
	Iteration 6Q: 3 clusters Score -4619232 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -4620719.500000 Penalty: 1044.206665
	Iteration 7Q: 3 clusters Score -4620720 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -4621005.000000 Penalty: 1044.206665
	Iteration 8Q: 3 clusters Score -4621005 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -4621074.500000 Penalty: 1044.206665
	Iteration 9Q: 3 clusters Score -4621074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -4621090.500000 Penalty: 1044.206665
	Iteration 10Q: 3 clusters Score -4621090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 96214 members 
Entering Unmasked Estep 
Score: -4621127.000000 Penalty: 1044.206665
	Iteration 11Q: 3 clusters Score -4621127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -4621143.000000 Penalty: 1044.206665
	Iteration 12Q: 3 clusters Score -4621143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 96210 members 
Entering Unmasked Estep 
Score: -4621156.500000 Penalty: 1044.206665
	Iteration 13Q: 3 clusters Score -4621156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -4621165.000000 Penalty: 1044.206665
	Iteration 14Q: 3 clusters Score -4621165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -4621166.000000 Penalty: 1044.206665
	Iteration 15Q: 3 clusters Score -4621166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -4621167.000000 Penalty: 1044.206665
	Iteration 16Q: 3 clusters Score -4621167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -4621167.000000 Penalty: 1044.206665
	Iteration 17F: 3 clusters Score -4621167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -69708.945312 Penalty: 331.646210
	Iteration 0F: 2 clusters Score -69708.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -68595.710938 Penalty: 663.292419
	Iteration 0F: 3 clusters Score -68595.71 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -68921.492188 Penalty: 663.292419
	Iteration 1F: 3 clusters Score -68921.49 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -68974.234375 Penalty: 663.292419
	Iteration 2F: 3 clusters Score -68974.23 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -69036.914062 Penalty: 663.292419
	Iteration 3F: 3 clusters Score -69036.91 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -69105.875000 Penalty: 663.292419
	Iteration 4F: 3 clusters Score -69105.88 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -69162.945312 Penalty: 663.292419
	Iteration 5F: 3 clusters Score -69162.95 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69224.679688 Penalty: 663.292419
	Iteration 6F: 3 clusters Score -69224.68 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69282.007812 Penalty: 663.292419
	Iteration 7F: 3 clusters Score -69282.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69330.820312 Penalty: 663.292419
	Iteration 8Q: 3 clusters Score -69330.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69381.734375 Penalty: 663.292419
	Iteration 9Q: 3 clusters Score -69381.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69416.570312 Penalty: 663.292419
	Iteration 10Q: 3 clusters Score -69416.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69443.789062 Penalty: 663.292419
	Iteration 11Q: 3 clusters Score -69443.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69468.679688 Penalty: 663.292419
	Iteration 12Q: 3 clusters Score -69468.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69498.648438 Penalty: 663.292419
	Iteration 13Q: 3 clusters Score -69498.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -69522.335938 Penalty: 663.292419
	Iteration 14Q: 3 clusters Score -69522.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69536.109375 Penalty: 663.292419
	Iteration 15Q: 3 clusters Score -69536.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69540.562500 Penalty: 663.292419
	Iteration 16Q: 3 clusters Score -69540.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69540.882812 Penalty: 663.292419
	Iteration 17Q: 3 clusters Score -69540.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69540.882812 Penalty: 663.292419
	Iteration 18F: 3 clusters Score -69540.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (205969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205969 members 
Entering Unmasked Estep 
Score: -10024843.000000 Penalty: 556.714417
	Iteration 0F: 2 clusters Score -1.002484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 103147 members 
Entering Unmasked Estep 
Score: -9889775.000000 Penalty: 1113.428833
	Iteration 0F: 3 clusters Score -9889775 nChanged 101513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96901 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -9951289.000000 Penalty: 1113.428833
	Iteration 1F: 3 clusters Score -9951289 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 113531 members 
Entering Unmasked Estep 
Score: -9954445.000000 Penalty: 1113.428833
	Iteration 2Q: 3 clusters Score -9954445 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
Score: -9960243.000000 Penalty: 1113.428833
	Iteration 3F: 3 clusters Score -9960243 nChanged 13391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 128540 members 
Entering Unmasked Estep 
Score: -9969670.000000 Penalty: 1113.428833
	Iteration 4F: 3 clusters Score -9969670 nChanged 15113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 137911 members 
Entering Unmasked Estep 
Score: -9982372.000000 Penalty: 1113.428833
	Iteration 5F: 3 clusters Score -9982372 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 146017 members 
Entering Unmasked Estep 
Score: -9993801.000000 Penalty: 1113.428833
	Iteration 6F: 3 clusters Score -9993801 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -9999736.000000 Penalty: 1113.428833
	Iteration 7F: 3 clusters Score -9999736 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 157423 members 
Entering Unmasked Estep 
Score: -10002959.000000 Penalty: 1113.428833
	Iteration 8Q: 3 clusters Score -1.000296e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 162722 members 
Entering Unmasked Estep 
Score: -10005395.000000 Penalty: 1113.428833
	Iteration 9Q: 3 clusters Score -1.00054e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 168075 members 
Entering Unmasked Estep 
Score: -10008127.000000 Penalty: 1113.428833
	Iteration 10Q: 3 clusters Score -1.000813e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 173319 members 
Entering Unmasked Estep 
Score: -10010889.000000 Penalty: 1113.428833
	Iteration 11Q: 3 clusters Score -1.001089e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 178371 members 
Entering Unmasked Estep 
Score: -10013693.000000 Penalty: 1113.428833
	Iteration 12Q: 3 clusters Score -1.001369e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 182977 members 
Entering Unmasked Estep 
Score: -10016415.000000 Penalty: 1113.428833
	Iteration 13Q: 3 clusters Score -1.001642e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 186961 members 
Entering Unmasked Estep 
Score: -10018957.000000 Penalty: 1113.428833
	Iteration 14Q: 3 clusters Score -1.001896e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 190370 members 
Entering Unmasked Estep 
Score: -10021015.000000 Penalty: 1113.428833
	Iteration 15Q: 3 clusters Score -1.002102e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 193089 members 
Entering Unmasked Estep 
Score: -10022777.000000 Penalty: 1113.428833
	Iteration 16Q: 3 clusters Score -1.002278e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 195224 members 
Entering Unmasked Estep 
Score: -10024213.000000 Penalty: 1113.428833
	Iteration 17Q: 3 clusters Score -1.002421e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 196856 members 
Entering Unmasked Estep 
Score: -10025249.000000 Penalty: 1113.428833
	Iteration 18Q: 3 clusters Score -1.002525e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 197998 members 
Entering Unmasked Estep 
Score: -10025929.000000 Penalty: 1113.428833
	Iteration 19Q: 3 clusters Score -1.002593e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 198897 members 
Entering Unmasked Estep 
Score: -10026358.000000 Penalty: 1113.428833
	Iteration 20F: 3 clusters Score -1.002636e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 199638 members 
Entering Unmasked Estep 
Score: -10026657.000000 Penalty: 1113.428833
	Iteration 21Q: 3 clusters Score -1.002666e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 200205 members 
Entering Unmasked Estep 
Score: -10026783.000000 Penalty: 1113.428833
	Iteration 22Q: 3 clusters Score -1.002678e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 200639 members 
Entering Unmasked Estep 
Score: -10026859.000000 Penalty: 1113.428833
	Iteration 23Q: 3 clusters Score -1.002686e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 201011 members 
Entering Unmasked Estep 
Score: -10026823.000000 Penalty: 1113.428833
	Iteration 24Q: 3 clusters Score -1.002682e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 201355 members 
Entering Unmasked Estep 
Score: -10026768.000000 Penalty: 1113.428833
	Iteration 25Q: 3 clusters Score -1.002677e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 201655 members 
Entering Unmasked Estep 
Score: -10026703.000000 Penalty: 1113.428833
	Iteration 26Q: 3 clusters Score -1.00267e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 201935 members 
Entering Unmasked Estep 
Score: -10026623.000000 Penalty: 1113.428833
	Iteration 27Q: 3 clusters Score -1.002662e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 202175 members 
Entering Unmasked Estep 
Score: -10026538.000000 Penalty: 1113.428833
	Iteration 28Q: 3 clusters Score -1.002654e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 202401 members 
Entering Unmasked Estep 
Score: -10026412.000000 Penalty: 1113.428833
	Iteration 29Q: 3 clusters Score -1.002641e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 202602 members 
Entering Unmasked Estep 
Score: -10026291.000000 Penalty: 1113.428833
	Iteration 30Q: 3 clusters Score -1.002629e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 202802 members 
Entering Unmasked Estep 
Score: -10026209.000000 Penalty: 1113.428833
	Iteration 31Q: 3 clusters Score -1.002621e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 203011 members 
Entering Unmasked Estep 
Score: -10026123.000000 Penalty: 1113.428833
	Iteration 32Q: 3 clusters Score -1.002612e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 203221 members 
Entering Unmasked Estep 
Score: -10026040.000000 Penalty: 1113.428833
	Iteration 33Q: 3 clusters Score -1.002604e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 203411 members 
Entering Unmasked Estep 
Score: -10025953.000000 Penalty: 1113.428833
	Iteration 34Q: 3 clusters Score -1.002595e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 203601 members 
Entering Unmasked Estep 
Score: -10025833.000000 Penalty: 1113.428833
	Iteration 35Q: 3 clusters Score -1.002583e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 203775 members 
Entering Unmasked Estep 
Score: -10025770.000000 Penalty: 1113.428833
	Iteration 36Q: 3 clusters Score -1.002577e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 203930 members 
Entering Unmasked Estep 
Score: -10025711.000000 Penalty: 1113.428833
	Iteration 37Q: 3 clusters Score -1.002571e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 204086 members 
Entering Unmasked Estep 
Score: -10025663.000000 Penalty: 1113.428833
	Iteration 38Q: 3 clusters Score -1.002566e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 204231 members 
Entering Unmasked Estep 
Score: -10025560.000000 Penalty: 1113.428833
	Iteration 39Q: 3 clusters Score -1.002556e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 204359 members 
Entering Unmasked Estep 
Score: -10025479.000000 Penalty: 1113.428833
	Iteration 40F: 3 clusters Score -1.002548e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 204478 members 
Entering Unmasked Estep 
Score: -10025439.000000 Penalty: 1113.428833
	Iteration 41Q: 3 clusters Score -1.002544e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 204570 members 
Entering Unmasked Estep 
Score: -10025398.000000 Penalty: 1113.428833
	Iteration 42Q: 3 clusters Score -1.00254e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 204662 members 
Entering Unmasked Estep 
Score: -10025317.000000 Penalty: 1113.428833
	Iteration 43Q: 3 clusters Score -1.002532e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 204760 members 
Entering Unmasked Estep 
Score: -10025242.000000 Penalty: 1113.428833
	Iteration 44Q: 3 clusters Score -1.002524e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 204837 members 
Entering Unmasked Estep 
Score: -10025219.000000 Penalty: 1113.428833
	Iteration 45Q: 3 clusters Score -1.002522e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 204901 members 
Entering Unmasked Estep 
Score: -10025201.000000 Penalty: 1113.428833
	Iteration 46Q: 3 clusters Score -1.00252e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 204966 members 
Entering Unmasked Estep 
Score: -10025144.000000 Penalty: 1113.428833
	Iteration 47Q: 3 clusters Score -1.002514e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 205044 members 
Entering Unmasked Estep 
Score: -10025072.000000 Penalty: 1113.428833
	Iteration 48Q: 3 clusters Score -1.002507e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 205103 members 
Entering Unmasked Estep 
Score: -10025044.000000 Penalty: 1113.428833
	Iteration 49Q: 3 clusters Score -1.002504e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 205153 members 
Entering Unmasked Estep 
Score: -10025025.000000 Penalty: 1113.428833
	Iteration 50Q: 3 clusters Score -1.002502e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 205201 members 
Entering Unmasked Estep 
Score: -10025019.000000 Penalty: 1113.428833
	Iteration 51Q: 3 clusters Score -1.002502e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 205244 members 
Entering Unmasked Estep 
Score: -10024981.000000 Penalty: 1113.428833
	Iteration 52Q: 3 clusters Score -1.002498e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 205288 members 
Entering Unmasked Estep 
Score: -10024959.000000 Penalty: 1113.428833
	Iteration 53Q: 3 clusters Score -1.002496e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 205326 members 
Entering Unmasked Estep 
Score: -10024928.000000 Penalty: 1113.428833
	Iteration 54Q: 3 clusters Score -1.002493e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 205359 members 
Entering Unmasked Estep 
Score: -10024927.000000 Penalty: 1113.428833
	Iteration 55Q: 3 clusters Score -1.002493e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 205387 members 
Entering Unmasked Estep 
Score: -10024906.000000 Penalty: 1113.428833
	Iteration 56Q: 3 clusters Score -1.002491e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 205411 members 
Entering Unmasked Estep 
Score: -10024876.000000 Penalty: 1113.428833
	Iteration 57Q: 3 clusters Score -1.002488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 205430 members 
Entering Unmasked Estep 
Score: -10024867.000000 Penalty: 1113.428833
	Iteration 58Q: 3 clusters Score -1.002487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 205451 members 
Entering Unmasked Estep 
Score: -10024843.000000 Penalty: 1113.428833
	Iteration 59Q: 3 clusters Score -1.002484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 205463 members 
Entering Unmasked Estep 
Score: -10024844.000000 Penalty: 1113.428833
	Iteration 60F: 3 clusters Score -1.002484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 205471 members 
Entering Unmasked Estep 
Score: -10024841.000000 Penalty: 1113.428833
	Iteration 61Q: 3 clusters Score -1.002484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 205478 members 
Entering Unmasked Estep 
Score: -10024828.000000 Penalty: 1113.428833
	Iteration 62Q: 3 clusters Score -1.002483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 205486 members 
Entering Unmasked Estep 
Score: -10024825.000000 Penalty: 1113.428833
	Iteration 63Q: 3 clusters Score -1.002482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 205491 members 
Entering Unmasked Estep 
Score: -10024825.000000 Penalty: 1113.428833
	Iteration 64Q: 3 clusters Score -1.002482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 205497 members 
Entering Unmasked Estep 
Score: -10024811.000000 Penalty: 1113.428833
	Iteration 65Q: 3 clusters Score -1.002481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 205499 members 
Entering Unmasked Estep 
Score: -10024816.000000 Penalty: 1113.428833
	Iteration 66Q: 3 clusters Score -1.002482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 205499 members 
Entering Unmasked Estep 
Score: -10024816.000000 Penalty: 1113.428833
	Iteration 67F: 3 clusters Score -1.002482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Entering Unmasked Estep 
Score: -996167.687500 Penalty: 453.141724
	Iteration 0F: 2 clusters Score -996167.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -981967.625000 Penalty: 906.283447
	Iteration 0F: 3 clusters Score -981967.6 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -987941.875000 Penalty: 906.283447
	Iteration 1F: 3 clusters Score -987941.9 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -988383.187500 Penalty: 906.283447
	Iteration 2Q: 3 clusters Score -988383.2 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -989145.875000 Penalty: 906.283447
	Iteration 3F: 3 clusters Score -989145.9 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -990421.062500 Penalty: 906.283447
	Iteration 4F: 3 clusters Score -990421.1 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -992176.625000 Penalty: 906.283447
	Iteration 5F: 3 clusters Score -992176.6 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -993859.437500 Penalty: 906.283447
	Iteration 6F: 3 clusters Score -993859.4 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -995018.437500 Penalty: 906.283447
	Iteration 7F: 3 clusters Score -995018.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -995575.250000 Penalty: 906.283447
	Iteration 8Q: 3 clusters Score -995575.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -995797.437500 Penalty: 906.283447
	Iteration 9Q: 3 clusters Score -995797.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -995907.625000 Penalty: 906.283447
	Iteration 10Q: 3 clusters Score -995907.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -995961.875000 Penalty: 906.283447
	Iteration 11Q: 3 clusters Score -995961.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -995997.562500 Penalty: 906.283447
	Iteration 12Q: 3 clusters Score -995997.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -996015.625000 Penalty: 906.283447
	Iteration 13Q: 3 clusters Score -996015.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -996032.812500 Penalty: 906.283447
	Iteration 14Q: 3 clusters Score -996032.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -996042.750000 Penalty: 906.283447
	Iteration 15Q: 3 clusters Score -996042.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -996048.750000 Penalty: 906.283447
	Iteration 16Q: 3 clusters Score -996048.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -996051.687500 Penalty: 906.283447
	Iteration 17Q: 3 clusters Score -996051.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -996053.187500 Penalty: 906.283447
	Iteration 18Q: 3 clusters Score -996053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -996054.937500 Penalty: 906.283447
	Iteration 19Q: 3 clusters Score -996054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -996053.875000 Penalty: 906.283447
	Iteration 20F: 3 clusters Score -996053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -996057.437500 Penalty: 906.283447
	Iteration 21Q: 3 clusters Score -996057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -996057.062500 Penalty: 906.283447
	Iteration 22Q: 3 clusters Score -996057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -996056.812500 Penalty: 906.283447
	Iteration 23Q: 3 clusters Score -996056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -996056.812500 Penalty: 906.283447
	Iteration 24F: 3 clusters Score -996056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -27111.826172 Penalty: 287.266449
	Iteration 0F: 2 clusters Score -27111.83 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 268 members 
Entering Unmasked Estep 
Score: -26614.800781 Penalty: 574.532898
	Iteration 0F: 3 clusters Score -26614.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26805.363281 Penalty: 574.532898
	Iteration 1F: 3 clusters Score -26805.36 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26860.828125 Penalty: 574.532898
	Iteration 2F: 3 clusters Score -26860.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26925.228516 Penalty: 574.532898
	Iteration 3F: 3 clusters Score -26925.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26968.417969 Penalty: 574.532898
	Iteration 4Q: 3 clusters Score -26968.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26992.974609 Penalty: 574.532898
	Iteration 5Q: 3 clusters Score -26992.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27005.753906 Penalty: 574.532898
	Iteration 6Q: 3 clusters Score -27005.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27017.312500 Penalty: 574.532898
	Iteration 7Q: 3 clusters Score -27017.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -27023.136719 Penalty: 574.532898
	Iteration 8Q: 3 clusters Score -27023.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27034.660156 Penalty: 574.532898
	Iteration 9Q: 3 clusters Score -27034.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27054.728516 Penalty: 574.532898
	Iteration 10Q: 3 clusters Score -27054.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27062.556641 Penalty: 574.532898
	Iteration 11Q: 3 clusters Score -27062.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27076.048828 Penalty: 574.532898
	Iteration 12Q: 3 clusters Score -27076.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27087.460938 Penalty: 574.532898
	Iteration 13Q: 3 clusters Score -27087.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27090.572266 Penalty: 574.532898
	Iteration 14Q: 3 clusters Score -27090.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27092.722656 Penalty: 574.532898
	Iteration 15Q: 3 clusters Score -27092.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27099.296875 Penalty: 574.532898
	Iteration 16Q: 3 clusters Score -27099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27107.943359 Penalty: 574.532898
	Iteration 17Q: 3 clusters Score -27107.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27115.599609 Penalty: 574.532898
	Iteration 18Q: 3 clusters Score -27115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27124.228516 Penalty: 574.532898
	Iteration 19Q: 3 clusters Score -27124.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27125.675781 Penalty: 574.532898
	Iteration 20F: 3 clusters Score -27125.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27125.951172 Penalty: 574.532898
	Iteration 21Q: 3 clusters Score -27125.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27125.951172 Penalty: 574.532898
	Iteration 22F: 3 clusters Score -27125.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 212586 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 220690 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
Score: -90685608.000000 Penalty: 40220.691406
Splitting cluster 7 changes total score from -90685368.000000 to -90685608.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (92023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Entering Unmasked Estep 
Score: -4691130.000000 Penalty: 520.055664
	Iteration 0F: 2 clusters Score -4691130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -4629262.500000 Penalty: 1040.111328
	Iteration 0F: 3 clusters Score -4629262 nChanged 44794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -4657578.000000 Penalty: 1040.111328
	Iteration 1F: 3 clusters Score -4657578 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -4660194.500000 Penalty: 1040.111328
	Iteration 2F: 3 clusters Score -4660194 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -4664391.000000 Penalty: 1040.111328
	Iteration 3F: 3 clusters Score -4664391 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -4670181.000000 Penalty: 1040.111328
	Iteration 4F: 3 clusters Score -4670181 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -4676262.500000 Penalty: 1040.111328
	Iteration 5F: 3 clusters Score -4676262 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -4680646.000000 Penalty: 1040.111328
	Iteration 6F: 3 clusters Score -4680646 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -4683137.500000 Penalty: 1040.111328
	Iteration 7Q: 3 clusters Score -4683138 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -4684685.000000 Penalty: 1040.111328
	Iteration 8Q: 3 clusters Score -4684685 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -4685922.500000 Penalty: 1040.111328
	Iteration 9Q: 3 clusters Score -4685922 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -4686918.500000 Penalty: 1040.111328
	Iteration 10Q: 3 clusters Score -4686918 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 82726 members 
Entering Unmasked Estep 
Score: -4687731.000000 Penalty: 1040.111328
	Iteration 11Q: 3 clusters Score -4687731 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 83347 members 
Entering Unmasked Estep 
Score: -4688423.500000 Penalty: 1040.111328
	Iteration 12Q: 3 clusters Score -4688424 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -4689031.000000 Penalty: 1040.111328
	Iteration 13Q: 3 clusters Score -4689031 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -4689483.500000 Penalty: 1040.111328
	Iteration 14Q: 3 clusters Score -4689484 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -4689811.500000 Penalty: 1040.111328
	Iteration 15Q: 3 clusters Score -4689812 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -4690104.000000 Penalty: 1040.111328
	Iteration 16Q: 3 clusters Score -4690104 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -4690275.000000 Penalty: 1040.111328
	Iteration 17Q: 3 clusters Score -4690275 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 85314 members 
Entering Unmasked Estep 
Score: -4690399.000000 Penalty: 1040.111328
	Iteration 18Q: 3 clusters Score -4690399 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -4690470.000000 Penalty: 1040.111328
	Iteration 19Q: 3 clusters Score -4690470 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
Score: -4690537.500000 Penalty: 1040.111328
	Iteration 20F: 3 clusters Score -4690538 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -4690576.000000 Penalty: 1040.111328
	Iteration 21Q: 3 clusters Score -4690576 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -4690633.000000 Penalty: 1040.111328
	Iteration 22Q: 3 clusters Score -4690633 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 86163 members 
Entering Unmasked Estep 
Score: -4690662.500000 Penalty: 1040.111328
	Iteration 23Q: 3 clusters Score -4690662 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -4690686.500000 Penalty: 1040.111328
	Iteration 24Q: 3 clusters Score -4690686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -4690704.500000 Penalty: 1040.111328
	Iteration 25Q: 3 clusters Score -4690704 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -4690727.000000 Penalty: 1040.111328
	Iteration 26Q: 3 clusters Score -4690727 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -4690754.000000 Penalty: 1040.111328
	Iteration 27Q: 3 clusters Score -4690754 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -4690766.500000 Penalty: 1040.111328
	Iteration 28Q: 3 clusters Score -4690766 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 86916 members 
Entering Unmasked Estep 
Score: -4690781.000000 Penalty: 1040.111328
	Iteration 29Q: 3 clusters Score -4690781 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 87017 members 
Entering Unmasked Estep 
Score: -4690800.000000 Penalty: 1040.111328
	Iteration 30Q: 3 clusters Score -4690800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -4690804.000000 Penalty: 1040.111328
	Iteration 31Q: 3 clusters Score -4690804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -4690815.000000 Penalty: 1040.111328
	Iteration 32Q: 3 clusters Score -4690815 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -4690826.000000 Penalty: 1040.111328
	Iteration 33Q: 3 clusters Score -4690826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -4690830.000000 Penalty: 1040.111328
	Iteration 34Q: 3 clusters Score -4690830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 87341 members 
Entering Unmasked Estep 
Score: -4690842.500000 Penalty: 1040.111328
	Iteration 35Q: 3 clusters Score -4690842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -4690841.500000 Penalty: 1040.111328
	Iteration 36Q: 3 clusters Score -4690842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -4690841.000000 Penalty: 1040.111328
	Iteration 37Q: 3 clusters Score -4690841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -4690851.500000 Penalty: 1040.111328
	Iteration 38Q: 3 clusters Score -4690852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -4690857.500000 Penalty: 1040.111328
	Iteration 39Q: 3 clusters Score -4690858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -4690860.000000 Penalty: 1040.111328
	Iteration 40F: 3 clusters Score -4690860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -4690856.500000 Penalty: 1040.111328
	Iteration 41Q: 3 clusters Score -4690856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -4690850.000000 Penalty: 1040.111328
	Iteration 42Q: 3 clusters Score -4690850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -4690852.000000 Penalty: 1040.111328
	Iteration 43Q: 3 clusters Score -4690852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -4690860.000000 Penalty: 1040.111328
	Iteration 44Q: 3 clusters Score -4690860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -4690859.000000 Penalty: 1040.111328
	Iteration 45Q: 3 clusters Score -4690859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -4690860.000000 Penalty: 1040.111328
	Iteration 46Q: 3 clusters Score -4690860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 87828 members 
Entering Unmasked Estep 
Score: -4690856.000000 Penalty: 1040.111328
	Iteration 47Q: 3 clusters Score -4690856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -4690865.000000 Penalty: 1040.111328
	Iteration 48Q: 3 clusters Score -4690865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -4690867.000000 Penalty: 1040.111328
	Iteration 49Q: 3 clusters Score -4690867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -4690881.500000 Penalty: 1040.111328
	Iteration 50Q: 3 clusters Score -4690882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 88002 members 
Entering Unmasked Estep 
Score: -4690884.500000 Penalty: 1040.111328
	Iteration 51Q: 3 clusters Score -4690884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -4690894.000000 Penalty: 1040.111328
	Iteration 52Q: 3 clusters Score -4690894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -4690900.000000 Penalty: 1040.111328
	Iteration 53Q: 3 clusters Score -4690900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -4690907.000000 Penalty: 1040.111328
	Iteration 54Q: 3 clusters Score -4690907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -4690908.000000 Penalty: 1040.111328
	Iteration 55Q: 3 clusters Score -4690908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -4690912.000000 Penalty: 1040.111328
	Iteration 56Q: 3 clusters Score -4690912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -4690920.000000 Penalty: 1040.111328
	Iteration 57Q: 3 clusters Score -4690920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -4690922.500000 Penalty: 1040.111328
	Iteration 58Q: 3 clusters Score -4690922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 88277 members 
Entering Unmasked Estep 
Score: -4690928.000000 Penalty: 1040.111328
	Iteration 59Q: 3 clusters Score -4690928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -4690927.000000 Penalty: 1040.111328
	Iteration 60F: 3 clusters Score -4690927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 88318 members 
Entering Unmasked Estep 
Score: -4690929.500000 Penalty: 1040.111328
	Iteration 61Q: 3 clusters Score -4690930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -4690921.000000 Penalty: 1040.111328
	Iteration 62Q: 3 clusters Score -4690921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -4690924.500000 Penalty: 1040.111328
	Iteration 63Q: 3 clusters Score -4690924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -4690928.500000 Penalty: 1040.111328
	Iteration 64Q: 3 clusters Score -4690928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -4690938.500000 Penalty: 1040.111328
	Iteration 65Q: 3 clusters Score -4690938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -4690936.000000 Penalty: 1040.111328
	Iteration 66Q: 3 clusters Score -4690936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 88450 members 
Entering Unmasked Estep 
Score: -4690935.500000 Penalty: 1040.111328
	Iteration 67Q: 3 clusters Score -4690936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -4690937.500000 Penalty: 1040.111328
	Iteration 68Q: 3 clusters Score -4690938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -4690938.500000 Penalty: 1040.111328
	Iteration 69Q: 3 clusters Score -4690938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -4690939.500000 Penalty: 1040.111328
	Iteration 70Q: 3 clusters Score -4690940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -4690942.000000 Penalty: 1040.111328
	Iteration 71Q: 3 clusters Score -4690942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -4690941.500000 Penalty: 1040.111328
	Iteration 72Q: 3 clusters Score -4690942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -4690939.000000 Penalty: 1040.111328
	Iteration 73Q: 3 clusters Score -4690939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -4690936.000000 Penalty: 1040.111328
	Iteration 74Q: 3 clusters Score -4690936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 88541 members 
Entering Unmasked Estep 
Score: -4690930.000000 Penalty: 1040.111328
	Iteration 75Q: 3 clusters Score -4690930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -4690935.000000 Penalty: 1040.111328
	Iteration 76Q: 3 clusters Score -4690935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 88557 members 
Entering Unmasked Estep 
Score: -4690934.000000 Penalty: 1040.111328
	Iteration 77Q: 3 clusters Score -4690934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -4690935.000000 Penalty: 1040.111328
	Iteration 78Q: 3 clusters Score -4690935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -4690936.000000 Penalty: 1040.111328
	Iteration 79Q: 3 clusters Score -4690936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -4690932.000000 Penalty: 1040.111328
	Iteration 80F: 3 clusters Score -4690932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -4690936.500000 Penalty: 1040.111328
	Iteration 81Q: 3 clusters Score -4690936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -4690933.500000 Penalty: 1040.111328
	Iteration 82Q: 3 clusters Score -4690934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 88606 members 
Entering Unmasked Estep 
Score: -4690939.000000 Penalty: 1040.111328
	Iteration 83Q: 3 clusters Score -4690939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -4690939.500000 Penalty: 1040.111328
	Iteration 84Q: 3 clusters Score -4690940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -4690941.500000 Penalty: 1040.111328
	Iteration 85Q: 3 clusters Score -4690942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -4690943.000000 Penalty: 1040.111328
	Iteration 86Q: 3 clusters Score -4690943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -4690944.500000 Penalty: 1040.111328
	Iteration 87Q: 3 clusters Score -4690944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -4690945.500000 Penalty: 1040.111328
	Iteration 88Q: 3 clusters Score -4690946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -4690946.500000 Penalty: 1040.111328
	Iteration 89Q: 3 clusters Score -4690946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -4690947.000000 Penalty: 1040.111328
	Iteration 90Q: 3 clusters Score -4690947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -4690944.500000 Penalty: 1040.111328
	Iteration 91Q: 3 clusters Score -4690944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 88659 members 
Entering Unmasked Estep 
Score: -4690944.500000 Penalty: 1040.111328
	Iteration 92Q: 3 clusters Score -4690944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -4690946.500000 Penalty: 1040.111328
	Iteration 93Q: 3 clusters Score -4690946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -4690943.500000 Penalty: 1040.111328
	Iteration 94Q: 3 clusters Score -4690944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -4690941.000000 Penalty: 1040.111328
	Iteration 95Q: 3 clusters Score -4690941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 88678 members 
Entering Unmasked Estep 
Score: -4690942.500000 Penalty: 1040.111328
	Iteration 96Q: 3 clusters Score -4690942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -4690942.500000 Penalty: 1040.111328
	Iteration 97Q: 3 clusters Score -4690942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -4690942.500000 Penalty: 1040.111328
	Iteration 98Q: 3 clusters Score -4690942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -4690940.500000 Penalty: 1040.111328
	Iteration 99Q: 3 clusters Score -4690940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -4690938.000000 Penalty: 1040.111328
	Iteration 100F: 3 clusters Score -4690938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -4690942.000000 Penalty: 1040.111328
	Iteration 101Q: 3 clusters Score -4690942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -4690942.000000 Penalty: 1040.111328
	Iteration 102F: 3 clusters Score -4690942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Entering Unmasked Estep 
Score: -3507122.750000 Penalty: 508.908875
	Iteration 0F: 2 clusters Score -3507123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -3458460.500000 Penalty: 1017.817749
	Iteration 0F: 3 clusters Score -3458460 nChanged 35078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -3479731.750000 Penalty: 1017.817749
	Iteration 1F: 3 clusters Score -3479732 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -3481272.500000 Penalty: 1017.817749
	Iteration 2Q: 3 clusters Score -3481272 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -3483951.000000 Penalty: 1017.817749
	Iteration 3F: 3 clusters Score -3483951 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -3488156.500000 Penalty: 1017.817749
	Iteration 4F: 3 clusters Score -3488156 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -3493155.250000 Penalty: 1017.817749
	Iteration 5F: 3 clusters Score -3493155 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -3497605.750000 Penalty: 1017.817749
	Iteration 6F: 3 clusters Score -3497606 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -3500644.750000 Penalty: 1017.817749
	Iteration 7Q: 3 clusters Score -3500645 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -3502594.500000 Penalty: 1017.817749
	Iteration 8Q: 3 clusters Score -3502594 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -3503831.500000 Penalty: 1017.817749
	Iteration 9Q: 3 clusters Score -3503832 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -3504712.750000 Penalty: 1017.817749
	Iteration 10Q: 3 clusters Score -3504713 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -3505302.500000 Penalty: 1017.817749
	Iteration 11Q: 3 clusters Score -3505302 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -3505679.500000 Penalty: 1017.817749
	Iteration 12Q: 3 clusters Score -3505680 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -3505903.000000 Penalty: 1017.817749
	Iteration 13Q: 3 clusters Score -3505903 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -3506055.000000 Penalty: 1017.817749
	Iteration 14Q: 3 clusters Score -3506055 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -3506188.750000 Penalty: 1017.817749
	Iteration 15Q: 3 clusters Score -3506189 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -3506281.750000 Penalty: 1017.817749
	Iteration 16Q: 3 clusters Score -3506282 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -3506377.000000 Penalty: 1017.817749
	Iteration 17Q: 3 clusters Score -3506377 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -3506448.500000 Penalty: 1017.817749
	Iteration 18Q: 3 clusters Score -3506448 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -3506499.500000 Penalty: 1017.817749
	Iteration 19Q: 3 clusters Score -3506500 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -3506538.250000 Penalty: 1017.817749
	Iteration 20F: 3 clusters Score -3506538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -3506572.500000 Penalty: 1017.817749
	Iteration 21Q: 3 clusters Score -3506572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -3506603.500000 Penalty: 1017.817749
	Iteration 22Q: 3 clusters Score -3506604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -3506622.500000 Penalty: 1017.817749
	Iteration 23Q: 3 clusters Score -3506622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -3506643.250000 Penalty: 1017.817749
	Iteration 24Q: 3 clusters Score -3506643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -3506648.250000 Penalty: 1017.817749
	Iteration 25Q: 3 clusters Score -3506648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -3506659.750000 Penalty: 1017.817749
	Iteration 26Q: 3 clusters Score -3506660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -3506671.500000 Penalty: 1017.817749
	Iteration 27Q: 3 clusters Score -3506672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
Score: -3506690.250000 Penalty: 1017.817749
	Iteration 28Q: 3 clusters Score -3506690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -3506696.250000 Penalty: 1017.817749
	Iteration 29Q: 3 clusters Score -3506696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -3506699.250000 Penalty: 1017.817749
	Iteration 30Q: 3 clusters Score -3506699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 71590 members 
Entering Unmasked Estep 
Score: -3506704.250000 Penalty: 1017.817749
	Iteration 31Q: 3 clusters Score -3506704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -3506710.500000 Penalty: 1017.817749
	Iteration 32Q: 3 clusters Score -3506710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -3506721.000000 Penalty: 1017.817749
	Iteration 33Q: 3 clusters Score -3506721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -3506724.000000 Penalty: 1017.817749
	Iteration 34Q: 3 clusters Score -3506724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -3506726.250000 Penalty: 1017.817749
	Iteration 35Q: 3 clusters Score -3506726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -3506729.250000 Penalty: 1017.817749
	Iteration 36Q: 3 clusters Score -3506729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
Score: -3506731.000000 Penalty: 1017.817749
	Iteration 37Q: 3 clusters Score -3506731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -3506736.250000 Penalty: 1017.817749
	Iteration 38Q: 3 clusters Score -3506736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -3506739.250000 Penalty: 1017.817749
	Iteration 39Q: 3 clusters Score -3506739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -3506742.250000 Penalty: 1017.817749
	Iteration 40F: 3 clusters Score -3506742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -3506743.750000 Penalty: 1017.817749
	Iteration 41Q: 3 clusters Score -3506744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -3506742.000000 Penalty: 1017.817749
	Iteration 42Q: 3 clusters Score -3506742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -3506742.250000 Penalty: 1017.817749
	Iteration 43Q: 3 clusters Score -3506742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -3506742.250000 Penalty: 1017.817749
	Iteration 44F: 3 clusters Score -3506742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -335047.500000 Penalty: 402.718109
	Iteration 0F: 2 clusters Score -335047.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -330351.656250 Penalty: 805.436218
	Iteration 0F: 3 clusters Score -330351.7 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -332149.968750 Penalty: 805.436218
	Iteration 1F: 3 clusters Score -332150 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -332331.312500 Penalty: 805.436218
	Iteration 2F: 3 clusters Score -332331.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -332525.312500 Penalty: 805.436218
	Iteration 3F: 3 clusters Score -332525.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -332752.031250 Penalty: 805.436218
	Iteration 4F: 3 clusters Score -332752 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -333056.750000 Penalty: 805.436218
	Iteration 5F: 3 clusters Score -333056.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -333411.843750 Penalty: 805.436218
	Iteration 6F: 3 clusters Score -333411.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -333685.125000 Penalty: 805.436218
	Iteration 7F: 3 clusters Score -333685.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -333862.531250 Penalty: 805.436218
	Iteration 8Q: 3 clusters Score -333862.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -333978.062500 Penalty: 805.436218
	Iteration 9Q: 3 clusters Score -333978.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -334072.343750 Penalty: 805.436218
	Iteration 10Q: 3 clusters Score -334072.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -334154.250000 Penalty: 805.436218
	Iteration 11Q: 3 clusters Score -334154.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -334225.531250 Penalty: 805.436218
	Iteration 12Q: 3 clusters Score -334225.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -334282.656250 Penalty: 805.436218
	Iteration 13Q: 3 clusters Score -334282.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -334331.781250 Penalty: 805.436218
	Iteration 14Q: 3 clusters Score -334331.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -334378.562500 Penalty: 805.436218
	Iteration 15Q: 3 clusters Score -334378.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -334421.843750 Penalty: 805.436218
	Iteration 16Q: 3 clusters Score -334421.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -334452.125000 Penalty: 805.436218
	Iteration 17Q: 3 clusters Score -334452.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -334479.781250 Penalty: 805.436218
	Iteration 18Q: 3 clusters Score -334479.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -334501.406250 Penalty: 805.436218
	Iteration 19Q: 3 clusters Score -334501.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -334522.187500 Penalty: 805.436218
	Iteration 20F: 3 clusters Score -334522.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -334536.187500 Penalty: 805.436218
	Iteration 21Q: 3 clusters Score -334536.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -334552.093750 Penalty: 805.436218
	Iteration 22Q: 3 clusters Score -334552.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -334565.968750 Penalty: 805.436218
	Iteration 23Q: 3 clusters Score -334566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -334574.343750 Penalty: 805.436218
	Iteration 24Q: 3 clusters Score -334574.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -334583.343750 Penalty: 805.436218
	Iteration 25Q: 3 clusters Score -334583.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -334590.343750 Penalty: 805.436218
	Iteration 26Q: 3 clusters Score -334590.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -334593.687500 Penalty: 805.436218
	Iteration 27Q: 3 clusters Score -334593.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -334598.187500 Penalty: 805.436218
	Iteration 28Q: 3 clusters Score -334598.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -334603.125000 Penalty: 805.436218
	Iteration 29Q: 3 clusters Score -334603.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -334606.656250 Penalty: 805.436218
	Iteration 30Q: 3 clusters Score -334606.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -334610.156250 Penalty: 805.436218
	Iteration 31Q: 3 clusters Score -334610.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -334616.312500 Penalty: 805.436218
	Iteration 32Q: 3 clusters Score -334616.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -334620.687500 Penalty: 805.436218
	Iteration 33Q: 3 clusters Score -334620.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -334626.250000 Penalty: 805.436218
	Iteration 34Q: 3 clusters Score -334626.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -334628.843750 Penalty: 805.436218
	Iteration 35Q: 3 clusters Score -334628.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -334634.906250 Penalty: 805.436218
	Iteration 36Q: 3 clusters Score -334634.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -334639.343750 Penalty: 805.436218
	Iteration 37Q: 3 clusters Score -334639.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -334643.468750 Penalty: 805.436218
	Iteration 38Q: 3 clusters Score -334643.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -334647.062500 Penalty: 805.436218
	Iteration 39Q: 3 clusters Score -334647.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -334651.000000 Penalty: 805.436218
	Iteration 40F: 3 clusters Score -334651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -334652.937500 Penalty: 805.436218
	Iteration 41Q: 3 clusters Score -334652.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -334654.281250 Penalty: 805.436218
	Iteration 42Q: 3 clusters Score -334654.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -334655.593750 Penalty: 805.436218
	Iteration 43Q: 3 clusters Score -334655.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -334657.125000 Penalty: 805.436218
	Iteration 44Q: 3 clusters Score -334657.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -334659.687500 Penalty: 805.436218
	Iteration 45Q: 3 clusters Score -334659.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -334660.906250 Penalty: 805.436218
	Iteration 46Q: 3 clusters Score -334660.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -334662.593750 Penalty: 805.436218
	Iteration 47Q: 3 clusters Score -334662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -334662.687500 Penalty: 805.436218
	Iteration 48Q: 3 clusters Score -334662.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -334664.500000 Penalty: 805.436218
	Iteration 49Q: 3 clusters Score -334664.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -334666.156250 Penalty: 805.436218
	Iteration 50Q: 3 clusters Score -334666.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -334667.500000 Penalty: 805.436218
	Iteration 51Q: 3 clusters Score -334667.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -334668.937500 Penalty: 805.436218
	Iteration 52Q: 3 clusters Score -334668.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -334671.562500 Penalty: 805.436218
	Iteration 53Q: 3 clusters Score -334671.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -334673.968750 Penalty: 805.436218
	Iteration 54Q: 3 clusters Score -334674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -334675.843750 Penalty: 805.436218
	Iteration 55Q: 3 clusters Score -334675.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -334678.062500 Penalty: 805.436218
	Iteration 56Q: 3 clusters Score -334678.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -334679.781250 Penalty: 805.436218
	Iteration 57Q: 3 clusters Score -334679.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -334681.656250 Penalty: 805.436218
	Iteration 58Q: 3 clusters Score -334681.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -334683.125000 Penalty: 805.436218
	Iteration 59Q: 3 clusters Score -334683.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -334683.062500 Penalty: 805.436218
	Iteration 60F: 3 clusters Score -334683.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -334684.187500 Penalty: 805.436218
	Iteration 61Q: 3 clusters Score -334684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -334684.250000 Penalty: 805.436218
	Iteration 62Q: 3 clusters Score -334684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -334685.437500 Penalty: 805.436218
	Iteration 63Q: 3 clusters Score -334685.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -334686.750000 Penalty: 805.436218
	Iteration 64Q: 3 clusters Score -334686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -334687.218750 Penalty: 805.436218
	Iteration 65Q: 3 clusters Score -334687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -334687.031250 Penalty: 805.436218
	Iteration 66Q: 3 clusters Score -334687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -334688.093750 Penalty: 805.436218
	Iteration 67Q: 3 clusters Score -334688.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -334688.093750 Penalty: 805.436218
	Iteration 68F: 3 clusters Score -334688.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -94230.031250 Penalty: 343.769867
	Iteration 0F: 2 clusters Score -94230.03 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 966 members 
Entering Unmasked Estep 
Score: -92831.117188 Penalty: 687.539734
	Iteration 0F: 3 clusters Score -92831.12 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -93254.031250 Penalty: 687.539734
	Iteration 1F: 3 clusters Score -93254.03 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -93345.765625 Penalty: 687.539734
	Iteration 2F: 3 clusters Score -93345.77 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -93413.500000 Penalty: 687.539734
	Iteration 3F: 3 clusters Score -93413.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -93466.320312 Penalty: 687.539734
	Iteration 4Q: 3 clusters Score -93466.32 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -93514.289062 Penalty: 687.539734
	Iteration 5Q: 3 clusters Score -93514.29 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -93558.531250 Penalty: 687.539734
	Iteration 6Q: 3 clusters Score -93558.53 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -93604.164062 Penalty: 687.539734
	Iteration 7Q: 3 clusters Score -93604.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -93637.875000 Penalty: 687.539734
	Iteration 8Q: 3 clusters Score -93637.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -93669.187500 Penalty: 687.539734
	Iteration 9Q: 3 clusters Score -93669.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -93690.921875 Penalty: 687.539734
	Iteration 10Q: 3 clusters Score -93690.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -93707.007812 Penalty: 687.539734
	Iteration 11Q: 3 clusters Score -93707.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -93721.226562 Penalty: 687.539734
	Iteration 12Q: 3 clusters Score -93721.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -93731.007812 Penalty: 687.539734
	Iteration 13Q: 3 clusters Score -93731.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -93735.726562 Penalty: 687.539734
	Iteration 14Q: 3 clusters Score -93735.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -93743.531250 Penalty: 687.539734
	Iteration 15Q: 3 clusters Score -93743.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -93749.398438 Penalty: 687.539734
	Iteration 16Q: 3 clusters Score -93749.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -93756.046875 Penalty: 687.539734
	Iteration 17Q: 3 clusters Score -93756.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -93762.781250 Penalty: 687.539734
	Iteration 18Q: 3 clusters Score -93762.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -93765.546875 Penalty: 687.539734
	Iteration 19Q: 3 clusters Score -93765.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -93768.210938 Penalty: 687.539734
	Iteration 20F: 3 clusters Score -93768.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -93771.859375 Penalty: 687.539734
	Iteration 21Q: 3 clusters Score -93771.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -93773.023438 Penalty: 687.539734
	Iteration 22Q: 3 clusters Score -93773.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -93774.546875 Penalty: 687.539734
	Iteration 23Q: 3 clusters Score -93774.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -93775.437500 Penalty: 687.539734
	Iteration 24Q: 3 clusters Score -93775.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -93776.718750 Penalty: 687.539734
	Iteration 25Q: 3 clusters Score -93776.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -93777.937500 Penalty: 687.539734
	Iteration 26Q: 3 clusters Score -93777.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -93778.273438 Penalty: 687.539734
	Iteration 27Q: 3 clusters Score -93778.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -93779.703125 Penalty: 687.539734
	Iteration 28Q: 3 clusters Score -93779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -93780.531250 Penalty: 687.539734
	Iteration 29Q: 3 clusters Score -93780.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -93781.789062 Penalty: 687.539734
	Iteration 30Q: 3 clusters Score -93781.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -93784.625000 Penalty: 687.539734
	Iteration 31Q: 3 clusters Score -93784.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -93786.460938 Penalty: 687.539734
	Iteration 32Q: 3 clusters Score -93786.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -93789.085938 Penalty: 687.539734
	Iteration 33Q: 3 clusters Score -93789.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -93790.250000 Penalty: 687.539734
	Iteration 34Q: 3 clusters Score -93790.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -93790.945312 Penalty: 687.539734
	Iteration 35Q: 3 clusters Score -93790.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -93791.085938 Penalty: 687.539734
	Iteration 36Q: 3 clusters Score -93791.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -93791.882812 Penalty: 687.539734
	Iteration 37Q: 3 clusters Score -93791.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -93792.359375 Penalty: 687.539734
	Iteration 38Q: 3 clusters Score -93792.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -93792.703125 Penalty: 687.539734
	Iteration 39Q: 3 clusters Score -93792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -93792.718750 Penalty: 687.539734
	Iteration 40F: 3 clusters Score -93792.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -93792.843750 Penalty: 687.539734
	Iteration 41Q: 3 clusters Score -93792.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -93792.843750 Penalty: 687.539734
	Iteration 42F: 3 clusters Score -93792.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -94020.257812 Penalty: 346.473633
	Iteration 0F: 2 clusters Score -94020.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -92573.882812 Penalty: 692.947266
	Iteration 0F: 3 clusters Score -92573.88 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -93064.992188 Penalty: 692.947266
	Iteration 1F: 3 clusters Score -93064.99 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -93199.093750 Penalty: 692.947266
	Iteration 2F: 3 clusters Score -93199.09 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -93327.195312 Penalty: 692.947266
	Iteration 3F: 3 clusters Score -93327.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -93472.617188 Penalty: 692.947266
	Iteration 4F: 3 clusters Score -93472.62 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -93572.437500 Penalty: 692.947266
	Iteration 5F: 3 clusters Score -93572.44 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -93659.820312 Penalty: 692.947266
	Iteration 6F: 3 clusters Score -93659.82 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -93710.867188 Penalty: 692.947266
	Iteration 7Q: 3 clusters Score -93710.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -93742.023438 Penalty: 692.947266
	Iteration 8Q: 3 clusters Score -93742.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -93755.554688 Penalty: 692.947266
	Iteration 9Q: 3 clusters Score -93755.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -93765.085938 Penalty: 692.947266
	Iteration 10Q: 3 clusters Score -93765.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -93772.015625 Penalty: 692.947266
	Iteration 11Q: 3 clusters Score -93772.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -93776.140625 Penalty: 692.947266
	Iteration 12Q: 3 clusters Score -93776.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -93779.125000 Penalty: 692.947266
	Iteration 13Q: 3 clusters Score -93779.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -93781.546875 Penalty: 692.947266
	Iteration 14Q: 3 clusters Score -93781.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -93784.242188 Penalty: 692.947266
	Iteration 15Q: 3 clusters Score -93784.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -93785.789062 Penalty: 692.947266
	Iteration 16Q: 3 clusters Score -93785.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -93786.890625 Penalty: 692.947266
	Iteration 17Q: 3 clusters Score -93786.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -93787.742188 Penalty: 692.947266
	Iteration 18Q: 3 clusters Score -93787.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -93788.484375 Penalty: 692.947266
	Iteration 19Q: 3 clusters Score -93788.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -93789.882812 Penalty: 692.947266
	Iteration 20F: 3 clusters Score -93789.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -93790.179688 Penalty: 692.947266
	Iteration 21Q: 3 clusters Score -93790.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -93790.343750 Penalty: 692.947266
	Iteration 22Q: 3 clusters Score -93790.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -93790.343750 Penalty: 692.947266
	Iteration 23F: 3 clusters Score -93790.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Entering Unmasked Estep 
Score: -4680068.500000 Penalty: 523.033875
	Iteration 0F: 2 clusters Score -4680068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -4613988.500000 Penalty: 1046.067749
	Iteration 0F: 3 clusters Score -4613988 nChanged 47897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -4643043.000000 Penalty: 1046.067749
	Iteration 1F: 3 clusters Score -4643043 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -4645124.500000 Penalty: 1046.067749
	Iteration 2Q: 3 clusters Score -4645124 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -4648898.500000 Penalty: 1046.067749
	Iteration 3F: 3 clusters Score -4648898 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -4654855.500000 Penalty: 1046.067749
	Iteration 4F: 3 clusters Score -4654856 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -4662008.000000 Penalty: 1046.067749
	Iteration 5F: 3 clusters Score -4662008 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -4666555.500000 Penalty: 1046.067749
	Iteration 6F: 3 clusters Score -4666556 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -4668306.000000 Penalty: 1046.067749
	Iteration 7Q: 3 clusters Score -4668306 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -4669216.000000 Penalty: 1046.067749
	Iteration 8Q: 3 clusters Score -4669216 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -4670049.500000 Penalty: 1046.067749
	Iteration 9Q: 3 clusters Score -4670050 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -4670819.000000 Penalty: 1046.067749
	Iteration 10Q: 3 clusters Score -4670819 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -4671623.000000 Penalty: 1046.067749
	Iteration 11Q: 3 clusters Score -4671623 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -4672481.500000 Penalty: 1046.067749
	Iteration 12Q: 3 clusters Score -4672482 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -4673454.000000 Penalty: 1046.067749
	Iteration 13Q: 3 clusters Score -4673454 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -4674309.000000 Penalty: 1046.067749
	Iteration 14Q: 3 clusters Score -4674309 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -4675085.000000 Penalty: 1046.067749
	Iteration 15Q: 3 clusters Score -4675085 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -4675686.000000 Penalty: 1046.067749
	Iteration 16Q: 3 clusters Score -4675686 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -4676062.000000 Penalty: 1046.067749
	Iteration 17Q: 3 clusters Score -4676062 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -4676279.000000 Penalty: 1046.067749
	Iteration 18Q: 3 clusters Score -4676279 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -4676389.500000 Penalty: 1046.067749
	Iteration 19Q: 3 clusters Score -4676390 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -4676508.000000 Penalty: 1046.067749
	Iteration 20F: 3 clusters Score -4676508 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -4676554.500000 Penalty: 1046.067749
	Iteration 21Q: 3 clusters Score -4676554 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -4676601.500000 Penalty: 1046.067749
	Iteration 22Q: 3 clusters Score -4676602 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -4676645.500000 Penalty: 1046.067749
	Iteration 23Q: 3 clusters Score -4676646 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -4676673.000000 Penalty: 1046.067749
	Iteration 24Q: 3 clusters Score -4676673 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -4676702.000000 Penalty: 1046.067749
	Iteration 25Q: 3 clusters Score -4676702 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -4676722.500000 Penalty: 1046.067749
	Iteration 26Q: 3 clusters Score -4676722 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -4676744.000000 Penalty: 1046.067749
	Iteration 27Q: 3 clusters Score -4676744 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -4676759.500000 Penalty: 1046.067749
	Iteration 28Q: 3 clusters Score -4676760 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -4676790.500000 Penalty: 1046.067749
	Iteration 29Q: 3 clusters Score -4676790 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -4676801.000000 Penalty: 1046.067749
	Iteration 30Q: 3 clusters Score -4676801 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -4676820.000000 Penalty: 1046.067749
	Iteration 31Q: 3 clusters Score -4676820 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -4676813.000000 Penalty: 1046.067749
	Iteration 32Q: 3 clusters Score -4676813 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -4676831.000000 Penalty: 1046.067749
	Iteration 33Q: 3 clusters Score -4676831 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -4676812.000000 Penalty: 1046.067749
	Iteration 34Q: 3 clusters Score -4676812 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -4676822.500000 Penalty: 1046.067749
	Iteration 35Q: 3 clusters Score -4676822 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -4676846.000000 Penalty: 1046.067749
	Iteration 36Q: 3 clusters Score -4676846 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -4676871.500000 Penalty: 1046.067749
	Iteration 37Q: 3 clusters Score -4676872 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -4676888.000000 Penalty: 1046.067749
	Iteration 38Q: 3 clusters Score -4676888 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -4676878.500000 Penalty: 1046.067749
	Iteration 39Q: 3 clusters Score -4676878 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -4676890.000000 Penalty: 1046.067749
	Iteration 40F: 3 clusters Score -4676890 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -4676882.000000 Penalty: 1046.067749
	Iteration 41Q: 3 clusters Score -4676882 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -4676886.500000 Penalty: 1046.067749
	Iteration 42Q: 3 clusters Score -4676886 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -4676870.000000 Penalty: 1046.067749
	Iteration 43Q: 3 clusters Score -4676870 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -4676860.000000 Penalty: 1046.067749
	Iteration 44Q: 3 clusters Score -4676860 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -4676877.000000 Penalty: 1046.067749
	Iteration 45Q: 3 clusters Score -4676877 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -4676882.000000 Penalty: 1046.067749
	Iteration 46Q: 3 clusters Score -4676882 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -4676892.000000 Penalty: 1046.067749
	Iteration 47Q: 3 clusters Score -4676892 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -4676909.000000 Penalty: 1046.067749
	Iteration 48Q: 3 clusters Score -4676909 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -4676914.500000 Penalty: 1046.067749
	Iteration 49Q: 3 clusters Score -4676914 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -4676914.000000 Penalty: 1046.067749
	Iteration 50Q: 3 clusters Score -4676914 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -4676907.000000 Penalty: 1046.067749
	Iteration 51Q: 3 clusters Score -4676907 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -4676932.000000 Penalty: 1046.067749
	Iteration 52Q: 3 clusters Score -4676932 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -4676933.000000 Penalty: 1046.067749
	Iteration 53Q: 3 clusters Score -4676933 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -4676933.000000 Penalty: 1046.067749
	Iteration 54Q: 3 clusters Score -4676933 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -4676951.000000 Penalty: 1046.067749
	Iteration 55Q: 3 clusters Score -4676951 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4676972 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4676987 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4676986 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4677004 nChanged 188
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Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4677014 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4677020 nChanged 170
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Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4677027 nChanged 165
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Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4677021 nChanged 145
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Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4677034 nChanged 127
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Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4677030 nChanged 132
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Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4677026 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4677028 nChanged 127
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Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4677042 nChanged 128
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Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4677040 nChanged 117
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Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4677048 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4677044 nChanged 107
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Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4677053 nChanged 104
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Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4677044 nChanged 83
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Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4677036 nChanged 84
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Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4677046 nChanged 74
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Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4677052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4677054 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4677058 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4677062 nChanged 92
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Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4677076 nChanged 86
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Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4677061 nChanged 80
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Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4677066 nChanged 65
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Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4677068 nChanged 53
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Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4677064 nChanged 42
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Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4677062 nChanged 41
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Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4677072 nChanged 35
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Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4677077 nChanged 37
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Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4677078 nChanged 25
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Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4677082 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4677090 nChanged 27
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Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4677092 nChanged 25
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Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 59088 members 
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Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4677092 nChanged 25
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Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4677094 nChanged 29
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Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4677084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4677088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4677090 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4677096 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4677096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4677102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4677092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4677096 nChanged 50
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Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4677092 nChanged 55
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Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4677087 nChanged 54
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Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4677094 nChanged 62
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Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 59573 members 
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	Iteration 106Q: 3 clusters Score -4677090 nChanged 71
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Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4677084 nChanged 78
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Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4677084 nChanged 73
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Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 59795 members 
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	Iteration 109Q: 3 clusters Score -4677084 nChanged 93
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Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 59888 members 
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	Iteration 110Q: 3 clusters Score -4677088 nChanged 98
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Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4677089 nChanged 82
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Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 60068 members 
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	Iteration 112Q: 3 clusters Score -4677086 nChanged 67
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Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4677081 nChanged 74
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Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 60209 members 
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	Iteration 114Q: 3 clusters Score -4677084 nChanged 70
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Mstep: Class 1 contains 37969 members 
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	Iteration 115Q: 3 clusters Score -4677082 nChanged 70
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Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 60349 members 
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	Iteration 116Q: 3 clusters Score -4677089 nChanged 63
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Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 60412 members 
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	Iteration 117Q: 3 clusters Score -4677090 nChanged 69
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Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 60481 members 
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	Iteration 118Q: 3 clusters Score -4677076 nChanged 89
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Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4677080 nChanged 82
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Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4677082 nChanged 79
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Mstep: Class 1 contains 37517 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4677078 nChanged 75
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Mstep: Class 1 contains 37442 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4677092 nChanged 78
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Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4677088 nChanged 85
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Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4677102 nChanged 81
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Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4677121 nChanged 75
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	Iteration 126Q: 3 clusters Score -4677137 nChanged 78
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Mstep: Class 1 contains 37045 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4677140 nChanged 86
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Mstep: Class 1 contains 36959 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4677126 nChanged 91
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Mstep: Class 1 contains 36868 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4677134 nChanged 98
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	Iteration 130Q: 3 clusters Score -4677137 nChanged 88
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	Iteration 131Q: 3 clusters Score -4677132 nChanged 76
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	Iteration 132Q: 3 clusters Score -4677151 nChanged 79
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	Iteration 133Q: 3 clusters Score -4677150 nChanged 81
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	Iteration 134Q: 3 clusters Score -4677170 nChanged 102
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	Iteration 135Q: 3 clusters Score -4677176 nChanged 98
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	Iteration 136Q: 3 clusters Score -4677180 nChanged 111
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	Iteration 137Q: 3 clusters Score -4677180 nChanged 101
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Mstep: Class 1 contains 36034 members 
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	Iteration 138Q: 3 clusters Score -4677198 nChanged 111
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4677201 nChanged 117
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Mstep: Class 1 contains 35806 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4677204 nChanged 101
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	Iteration 141Q: 3 clusters Score -4677212 nChanged 110
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Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 62653 members 
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	Iteration 142Q: 3 clusters Score -4677208 nChanged 109
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Mstep: Class 1 contains 35486 members 
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	Iteration 143Q: 3 clusters Score -4677210 nChanged 117
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Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 62879 members 
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	Iteration 144Q: 3 clusters Score -4677208 nChanged 117
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Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4677218 nChanged 116
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	Iteration 146Q: 3 clusters Score -4677219 nChanged 122
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4677222 nChanged 113
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	Iteration 148Q: 3 clusters Score -4677211 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -4677239.500000 Penalty: 1046.067749
	Iteration 149Q: 3 clusters Score -4677240 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4677226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -4677229.500000 Penalty: 1046.067749
	Iteration 151Q: 3 clusters Score -4677230 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4677232 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4677243 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -4677242.500000 Penalty: 1046.067749
	Iteration 154Q: 3 clusters Score -4677242 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -4677254.000000 Penalty: 1046.067749
	Iteration 155Q: 3 clusters Score -4677254 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -4677256.500000 Penalty: 1046.067749
	Iteration 156Q: 3 clusters Score -4677256 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -4677244.000000 Penalty: 1046.067749
	Iteration 157Q: 3 clusters Score -4677244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -4677260.000000 Penalty: 1046.067749
	Iteration 158Q: 3 clusters Score -4677260 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -4677261.500000 Penalty: 1046.067749
	Iteration 159Q: 3 clusters Score -4677262 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -4677255.500000 Penalty: 1046.067749
	Iteration 160F: 3 clusters Score -4677256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -4677268.000000 Penalty: 1046.067749
	Iteration 161Q: 3 clusters Score -4677268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -4677276.500000 Penalty: 1046.067749
	Iteration 162Q: 3 clusters Score -4677276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -4677290.000000 Penalty: 1046.067749
	Iteration 163Q: 3 clusters Score -4677290 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -4677284.500000 Penalty: 1046.067749
	Iteration 164Q: 3 clusters Score -4677284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -4677293.500000 Penalty: 1046.067749
	Iteration 165Q: 3 clusters Score -4677294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -4677287.000000 Penalty: 1046.067749
	Iteration 166Q: 3 clusters Score -4677287 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -4677282.500000 Penalty: 1046.067749
	Iteration 167Q: 3 clusters Score -4677282 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -4677296.500000 Penalty: 1046.067749
	Iteration 168Q: 3 clusters Score -4677296 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -4677301.000000 Penalty: 1046.067749
	Iteration 169Q: 3 clusters Score -4677301 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -4677308.500000 Penalty: 1046.067749
	Iteration 170Q: 3 clusters Score -4677308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -4677308.500000 Penalty: 1046.067749
	Iteration 171Q: 3 clusters Score -4677308 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -4677325.500000 Penalty: 1046.067749
	Iteration 172Q: 3 clusters Score -4677326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4677326 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -4677320.500000 Penalty: 1046.067749
	Iteration 174Q: 3 clusters Score -4677320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -4677344.000000 Penalty: 1046.067749
	Iteration 175Q: 3 clusters Score -4677344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -4677339.500000 Penalty: 1046.067749
	Iteration 176Q: 3 clusters Score -4677340 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -4677347.500000 Penalty: 1046.067749
	Iteration 177Q: 3 clusters Score -4677348 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -4677351.500000 Penalty: 1046.067749
	Iteration 178Q: 3 clusters Score -4677352 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4677364 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -4677358.500000 Penalty: 1046.067749
	Iteration 180F: 3 clusters Score -4677358 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 67180 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4677358 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4677358 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4677366 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 67615 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4677362 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -4677382.500000 Penalty: 1046.067749
	Iteration 185Q: 3 clusters Score -4677382 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -4677381.000000 Penalty: 1046.067749
	Iteration 186Q: 3 clusters Score -4677381 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -4677390.500000 Penalty: 1046.067749
	Iteration 187Q: 3 clusters Score -4677390 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4677392 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4677408 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -4677411.500000 Penalty: 1046.067749
	Iteration 190Q: 3 clusters Score -4677412 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -4677425.500000 Penalty: 1046.067749
	Iteration 191Q: 3 clusters Score -4677426 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -4677448.500000 Penalty: 1046.067749
	Iteration 192Q: 3 clusters Score -4677448 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 68932 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4677453 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4677467 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4677470 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4677467 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -4677462.500000 Penalty: 1046.067749
	Iteration 197Q: 3 clusters Score -4677462 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -4677464.000000 Penalty: 1046.067749
	Iteration 198Q: 3 clusters Score -4677464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4677460 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -4677472.500000 Penalty: 1046.067749
	Iteration 200F: 3 clusters Score -4677472 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4677478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 70195 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4677470 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4677500 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -4677505.000000 Penalty: 1046.067749
	Iteration 204Q: 3 clusters Score -4677505 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4677504 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4677516 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -4677534.000000 Penalty: 1046.067749
	Iteration 207Q: 3 clusters Score -4677534 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -4677542.000000 Penalty: 1046.067749
	Iteration 208Q: 3 clusters Score -4677542 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 71129 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4677554 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -4677555.500000 Penalty: 1046.067749
	Iteration 210Q: 3 clusters Score -4677556 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -4677568.000000 Penalty: 1046.067749
	Iteration 211Q: 3 clusters Score -4677568 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -4677565.500000 Penalty: 1046.067749
	Iteration 212Q: 3 clusters Score -4677566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4677572 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 71645 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4677573 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4677588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4677584 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4677590 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4677592 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4677586 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -4677596.000000 Penalty: 1046.067749
	Iteration 220F: 3 clusters Score -4677596 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4677602 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -4677614.500000 Penalty: 1046.067749
	Iteration 222Q: 3 clusters Score -4677614 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4677613 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4677628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -4677622.000000 Penalty: 1046.067749
	Iteration 225Q: 3 clusters Score -4677622 nChanged 135
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Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4677622 nChanged 130
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Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4677624 nChanged 109
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Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4677615 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4677617 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -4677619.500000 Penalty: 1046.067749
	Iteration 230Q: 3 clusters Score -4677620 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4677630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4677617 nChanged 88
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Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -4677623.000000 Penalty: 1046.067749
	Iteration 233Q: 3 clusters Score -4677623 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -4677624 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -4677616.500000 Penalty: 1046.067749
	Iteration 235Q: 3 clusters Score -4677616 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 74042 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -4677613 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -4677631.000000 Penalty: 1046.067749
	Iteration 237Q: 3 clusters Score -4677631 nChanged 89
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Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -4677632 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -4677630.500000 Penalty: 1046.067749
	Iteration 239Q: 3 clusters Score -4677630 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -4677641.000000 Penalty: 1046.067749
	Iteration 240F: 3 clusters Score -4677641 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -4677655 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -4677656 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -4677674 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -4677676 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -4677694 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -4677694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -4677695 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -4677702 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -4677724 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -4677726 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 75718 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -4677731 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -4677734 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -4677758 nChanged 150
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Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -4677762 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 76306 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -4677774 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -4677776 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -4677779 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -4677804 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -4677828 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -4677825 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 77220 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -4677832 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -4677850 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 77580 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -4677856 nChanged 175
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Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 77755 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -4677868 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -4677878 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -4677902 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -4677908 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -4677906 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -4677939 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -4677958 nChanged 202
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Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -4677960 nChanged 185
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Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -4677960 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -4677974 nChanged 206
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Mstep: Class 1 contains 18562 members 
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -4677989 nChanged 193
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Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -4677990 nChanged 192
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Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -4678016 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -4678029 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -4678034 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -4678037 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -4678056 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -4678060 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -4678074 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -4678080 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 81495 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -4678110 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -4678104 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -4678122 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 81886 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -4678135 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -4678144 nChanged 115
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Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 82115 members 
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	Iteration 289Q: 3 clusters Score -4678152 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -4678164 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -4678165 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -4678171 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -4678170 nChanged 103
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Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 82681 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -4678164 nChanged 92
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Mstep: Class 1 contains 15475 members 
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Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -4678162 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -4678169 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15318 members 
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Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -4678155 nChanged 78
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Mstep: Class 1 contains 15240 members 
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Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -4678148 nChanged 73
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Mstep: Class 1 contains 15167 members 
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Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -4678152 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -4678153 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15027 members 
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Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -4678154 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14965 members 
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -4678167 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14904 members 
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Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -4678160 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -4678165 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14779 members 
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Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -4678180 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -4678180 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -4678189 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -4678187 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -4678192 nChanged 76
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Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 83885 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -4678194 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14297 members 
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Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -4678208 nChanged 73
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Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -4678211 nChanged 77
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Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 84101 members 
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	Iteration 313Q: 3 clusters Score -4678212 nChanged 80
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Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -4678218 nChanged 92
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Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -4678222 nChanged 85
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Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 84358 members 
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	Iteration 316Q: 3 clusters Score -4678222 nChanged 82
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Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -4678234 nChanged 93
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Mstep: Class 1 contains 13715 members 
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -4678230 nChanged 91
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Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -4678240 nChanged 89
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Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 84713 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -4678255 nChanged 97
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Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -4678262 nChanged 107
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Mstep: Class 1 contains 13331 members 
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Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -4678264 nChanged 124
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Mstep: Class 2 contains 85041 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -4678268 nChanged 120
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Mstep: Class 2 contains 85161 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -4678277 nChanged 112
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Mstep: Class 1 contains 12975 members 
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	Iteration 325Q: 3 clusters Score -4678280 nChanged 109
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Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -4678285 nChanged 106
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Mstep: Class 1 contains 12760 members 
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Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -4678294 nChanged 108
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Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -4678304 nChanged 115
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Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -4678315 nChanged 125
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Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -4678328 nChanged 124
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Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -4678342 nChanged 143
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Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -4678356 nChanged 128
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Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 86231 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -4678370 nChanged 129
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Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 86360 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 86766 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -4678437 nChanged 129
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Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -4678456 nChanged 135
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Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -4678464 nChanged 154
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Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 88023 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 88720 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 89491 members 
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Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 89912 members 
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Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 90108 members 
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Mstep: Class 1 contains 7937 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 90764 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7038 members 
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Mstep: Class 1 contains 6807 members 
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Mstep: Class 1 contains 6595 members 
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Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 91855 members 
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Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 92057 members 
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Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 92239 members 
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Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 92393 members 
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	Iteration 368Q: 3 clusters Score -4679049 nChanged 156
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Mstep: Class 1 contains 5699 members 
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Mstep: Class 1 contains 5561 members 
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Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 92829 members 
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Mstep: Class 1 contains 5300 members 
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Mstep: Class 1 contains 5189 members 
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Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 93159 members 
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Mstep: Class 1 contains 5000 members 
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Mstep: Class 1 contains 4908 members 
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Mstep: Class 1 contains 4819 members 
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Mstep: Class 1 contains 4721 members 
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	Iteration 378Q: 3 clusters Score -4679186 nChanged 95
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Mstep: Class 1 contains 4626 members 
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	Iteration 379Q: 3 clusters Score -4679210 nChanged 89
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Mstep: Class 1 contains 4537 members 
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	Iteration 380F: 3 clusters Score -4679214 nChanged 102
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Mstep: Class 1 contains 4435 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 93906 members 
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Mstep: Class 2 contains 93992 members 
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Mstep: Class 1 contains 4174 members 
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	Iteration 384Q: 3 clusters Score -4679286 nChanged 82
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3960 members 
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Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 94339 members 
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	Iteration 388Q: 3 clusters Score -4679308 nChanged 38
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Mstep: Class 1 contains 3871 members 
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Mstep: Class 1 contains 3836 members 
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	Iteration 390Q: 3 clusters Score -4679312 nChanged 35
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Mstep: Class 1 contains 3801 members 
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Mstep: Class 1 contains 3771 members 
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Mstep: Class 1 contains 3741 members 
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Mstep: Class 1 contains 3709 members 
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Mstep: Class 1 contains 3672 members 
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Mstep: Class 1 contains 3635 members 
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	Iteration 396Q: 3 clusters Score -4679326 nChanged 38
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Mstep: Class 1 contains 3597 members 
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Mstep: Class 1 contains 3556 members 
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	Iteration 398Q: 3 clusters Score -4679334 nChanged 41
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Mstep: Class 1 contains 3515 members 
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Mstep: Class 1 contains 3476 members 
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Mstep: Class 1 contains 3453 members 
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Mstep: Class 1 contains 3432 members 
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	Iteration 403Q: 3 clusters Score -4679326 nChanged 24
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Mstep: Class 1 contains 3387 members 
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	Iteration 404Q: 3 clusters Score -4679318 nChanged 23
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Mstep: Class 1 contains 3364 members 
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Mstep: Class 1 contains 3344 members 
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	Iteration 406Q: 3 clusters Score -4679322 nChanged 22
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Mstep: Class 1 contains 3324 members 
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Mstep: Class 1 contains 3306 members 
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	Iteration 411Q: 3 clusters Score -4679326 nChanged 25
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	Iteration 413Q: 3 clusters Score -4679330 nChanged 22
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	Iteration 414Q: 3 clusters Score -4679336 nChanged 20
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	Iteration 415Q: 3 clusters Score -4679330 nChanged 27
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	Iteration 416Q: 3 clusters Score -4679328 nChanged 31
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	Iteration 417Q: 3 clusters Score -4679334 nChanged 30
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	Iteration 418Q: 3 clusters Score -4679342 nChanged 26
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	Iteration 419Q: 3 clusters Score -4679340 nChanged 24
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Mstep: Class 1 contains 2994 members 
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	Iteration 420F: 3 clusters Score -4679347 nChanged 29
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	Iteration 421Q: 3 clusters Score -4679342 nChanged 26
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	Iteration 422Q: 3 clusters Score -4679345 nChanged 21
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	Iteration 423Q: 3 clusters Score -4679352 nChanged 15
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	Iteration 424Q: 3 clusters Score -4679354 nChanged 11
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	Iteration 425Q: 3 clusters Score -4679360 nChanged 8
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	Iteration 426Q: 3 clusters Score -4679360 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -4679357.500000 Penalty: 1046.067749
	Iteration 427Q: 3 clusters Score -4679358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -4679356.500000 Penalty: 1046.067749
	Iteration 428Q: 3 clusters Score -4679356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 95379 members 
Entering Unmasked Estep 
Score: -4679355.000000 Penalty: 1046.067749
	Iteration 429Q: 3 clusters Score -4679355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 95385 members 
Entering Unmasked Estep 
Score: -4679356.000000 Penalty: 1046.067749
	Iteration 430Q: 3 clusters Score -4679356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 95388 members 
Entering Unmasked Estep 
Score: -4679355.000000 Penalty: 1046.067749
	Iteration 431Q: 3 clusters Score -4679355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 95388 members 
Entering Unmasked Estep 
Score: -4679355.000000 Penalty: 1046.067749
	Iteration 432F: 3 clusters Score -4679355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (219557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219557 members 
Entering Unmasked Estep 
Score: -10329586.000000 Penalty: 559.621216
	Iteration 0F: 2 clusters Score -1.032959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109840 members 
Mstep: Class 2 contains 109717 members 
Entering Unmasked Estep 
Score: -10184204.000000 Penalty: 1119.242432
	Iteration 0F: 3 clusters Score -1.01842e+07 nChanged 107873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114061 members 
Mstep: Class 2 contains 105496 members 
Entering Unmasked Estep 
Score: -10251247.000000 Penalty: 1119.242432
	Iteration 1F: 3 clusters Score -1.025125e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116826 members 
Mstep: Class 2 contains 102731 members 
Entering Unmasked Estep 
Score: -10254203.000000 Penalty: 1119.242432
	Iteration 2Q: 3 clusters Score -1.02542e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120313 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -10259067.000000 Penalty: 1119.242432
	Iteration 3Q: 3 clusters Score -1.025907e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124220 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -10267142.000000 Penalty: 1119.242432
	Iteration 4F: 3 clusters Score -1.026714e+07 nChanged 13997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127637 members 
Mstep: Class 2 contains 91920 members 
Entering Unmasked Estep 
Score: -10278534.000000 Penalty: 1119.242432
	Iteration 5F: 3 clusters Score -1.027853e+07 nChanged 14212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129947 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -10289164.000000 Penalty: 1119.242432
	Iteration 6F: 3 clusters Score -1.028916e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131468 members 
Mstep: Class 2 contains 88089 members 
Entering Unmasked Estep 
Score: -10293407.000000 Penalty: 1119.242432
	Iteration 7Q: 3 clusters Score -1.029341e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132916 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -10294619.000000 Penalty: 1119.242432
	Iteration 8Q: 3 clusters Score -1.029462e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134599 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -10295106.000000 Penalty: 1119.242432
	Iteration 9Q: 3 clusters Score -1.029511e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136394 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -10295549.000000 Penalty: 1119.242432
	Iteration 10Q: 3 clusters Score -1.029555e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138453 members 
Mstep: Class 2 contains 81104 members 
Entering Unmasked Estep 
Score: -10295872.000000 Penalty: 1119.242432
	Iteration 11Q: 3 clusters Score -1.029587e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140694 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -10296464.000000 Penalty: 1119.242432
	Iteration 12Q: 3 clusters Score -1.029646e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -10297062.000000 Penalty: 1119.242432
	Iteration 13Q: 3 clusters Score -1.029706e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145876 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -10297697.000000 Penalty: 1119.242432
	Iteration 14Q: 3 clusters Score -1.02977e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148797 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -10298453.000000 Penalty: 1119.242432
	Iteration 15Q: 3 clusters Score -1.029845e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -10299331.000000 Penalty: 1119.242432
	Iteration 16Q: 3 clusters Score -1.029933e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155339 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -10300247.000000 Penalty: 1119.242432
	Iteration 17Q: 3 clusters Score -1.030025e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159041 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -10301361.000000 Penalty: 1119.242432
	Iteration 18Q: 3 clusters Score -1.030136e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162981 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -10302594.000000 Penalty: 1119.242432
	Iteration 19Q: 3 clusters Score -1.030259e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167110 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -10304106.000000 Penalty: 1119.242432
	Iteration 20F: 3 clusters Score -1.030411e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171495 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -10305685.000000 Penalty: 1119.242432
	Iteration 21Q: 3 clusters Score -1.030568e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176042 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -10307568.000000 Penalty: 1119.242432
	Iteration 22Q: 3 clusters Score -1.030757e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180618 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -10309557.000000 Penalty: 1119.242432
	Iteration 23Q: 3 clusters Score -1.030956e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185213 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -10311697.000000 Penalty: 1119.242432
	Iteration 24Q: 3 clusters Score -1.03117e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189807 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -10314131.000000 Penalty: 1119.242432
	Iteration 25Q: 3 clusters Score -1.031413e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194090 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -10316548.000000 Penalty: 1119.242432
	Iteration 26Q: 3 clusters Score -1.031655e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198201 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -10318799.000000 Penalty: 1119.242432
	Iteration 27Q: 3 clusters Score -1.03188e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201933 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -10321214.000000 Penalty: 1119.242432
	Iteration 28Q: 3 clusters Score -1.032121e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205285 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -10323499.000000 Penalty: 1119.242432
	Iteration 29Q: 3 clusters Score -1.03235e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208194 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -10325209.000000 Penalty: 1119.242432
	Iteration 30Q: 3 clusters Score -1.032521e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210545 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -10326383.000000 Penalty: 1119.242432
	Iteration 31Q: 3 clusters Score -1.032638e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212480 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -10327255.000000 Penalty: 1119.242432
	Iteration 32Q: 3 clusters Score -1.032726e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214077 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -10328039.000000 Penalty: 1119.242432
	Iteration 33Q: 3 clusters Score -1.032804e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215324 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -10328545.000000 Penalty: 1119.242432
	Iteration 34Q: 3 clusters Score -1.032854e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216240 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -10328853.000000 Penalty: 1119.242432
	Iteration 35Q: 3 clusters Score -1.032885e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216888 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -10329086.000000 Penalty: 1119.242432
	Iteration 36Q: 3 clusters Score -1.032909e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217343 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -10329193.000000 Penalty: 1119.242432
	Iteration 37Q: 3 clusters Score -1.032919e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217695 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -10329239.000000 Penalty: 1119.242432
	Iteration 38Q: 3 clusters Score -1.032924e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217965 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -10329227.000000 Penalty: 1119.242432
	Iteration 39Q: 3 clusters Score -1.032923e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218188 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -10329242.000000 Penalty: 1119.242432
	Iteration 40F: 3 clusters Score -1.032924e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218359 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -10329295.000000 Penalty: 1119.242432
	Iteration 41Q: 3 clusters Score -1.03293e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218518 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10329301.000000 Penalty: 1119.242432
	Iteration 42Q: 3 clusters Score -1.03293e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218633 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10329316.000000 Penalty: 1119.242432
	Iteration 43Q: 3 clusters Score -1.032932e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218713 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10329327.000000 Penalty: 1119.242432
	Iteration 44Q: 3 clusters Score -1.032933e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218787 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10329349.000000 Penalty: 1119.242432
	Iteration 45Q: 3 clusters Score -1.032935e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218828 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10329348.000000 Penalty: 1119.242432
	Iteration 46Q: 3 clusters Score -1.032935e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218867 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -10329363.000000 Penalty: 1119.242432
	Iteration 47Q: 3 clusters Score -1.032936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218894 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10329375.000000 Penalty: 1119.242432
	Iteration 48Q: 3 clusters Score -1.032938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218913 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10329381.000000 Penalty: 1119.242432
	Iteration 49Q: 3 clusters Score -1.032938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218934 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10329386.000000 Penalty: 1119.242432
	Iteration 50Q: 3 clusters Score -1.032939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218952 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10329385.000000 Penalty: 1119.242432
	Iteration 51Q: 3 clusters Score -1.032938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218969 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10329379.000000 Penalty: 1119.242432
	Iteration 52Q: 3 clusters Score -1.032938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218977 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10329377.000000 Penalty: 1119.242432
	Iteration 53Q: 3 clusters Score -1.032938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218988 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10329378.000000 Penalty: 1119.242432
	Iteration 54Q: 3 clusters Score -1.032938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218999 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10329374.000000 Penalty: 1119.242432
	Iteration 55Q: 3 clusters Score -1.032937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219006 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10329380.000000 Penalty: 1119.242432
	Iteration 56Q: 3 clusters Score -1.032938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219012 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10329376.000000 Penalty: 1119.242432
	Iteration 57Q: 3 clusters Score -1.032938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219015 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10329369.000000 Penalty: 1119.242432
	Iteration 58Q: 3 clusters Score -1.032937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219018 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10329370.000000 Penalty: 1119.242432
	Iteration 59Q: 3 clusters Score -1.032937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219020 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10329372.000000 Penalty: 1119.242432
	Iteration 60F: 3 clusters Score -1.032937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219023 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10329371.000000 Penalty: 1119.242432
	Iteration 61Q: 3 clusters Score -1.032937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219027 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10329374.000000 Penalty: 1119.242432
	Iteration 62Q: 3 clusters Score -1.032937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219030 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10329369.000000 Penalty: 1119.242432
	Iteration 63Q: 3 clusters Score -1.032937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219034 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10329378.000000 Penalty: 1119.242432
	Iteration 64Q: 3 clusters Score -1.032938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219035 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10329379.000000 Penalty: 1119.242432
	Iteration 65Q: 3 clusters Score -1.032938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219037 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10329380.000000 Penalty: 1119.242432
	Iteration 66Q: 3 clusters Score -1.032938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219040 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10329379.000000 Penalty: 1119.242432
	Iteration 67Q: 3 clusters Score -1.032938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219040 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10329378.000000 Penalty: 1119.242432
	Iteration 68Q: 3 clusters Score -1.032938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219044 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10329383.000000 Penalty: 1119.242432
	Iteration 69Q: 3 clusters Score -1.032938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219047 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10329371.000000 Penalty: 1119.242432
	Iteration 70Q: 3 clusters Score -1.032937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219050 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10329368.000000 Penalty: 1119.242432
	Iteration 71Q: 3 clusters Score -1.032937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219054 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10329375.000000 Penalty: 1119.242432
	Iteration 72Q: 3 clusters Score -1.032938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219059 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10329366.000000 Penalty: 1119.242432
	Iteration 73Q: 3 clusters Score -1.032937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219060 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10329363.000000 Penalty: 1119.242432
	Iteration 74Q: 3 clusters Score -1.032936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219063 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10329370.000000 Penalty: 1119.242432
	Iteration 75Q: 3 clusters Score -1.032937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219063 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10329365.000000 Penalty: 1119.242432
	Iteration 76Q: 3 clusters Score -1.032936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219065 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10329367.000000 Penalty: 1119.242432
	Iteration 77Q: 3 clusters Score -1.032937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219069 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10329362.000000 Penalty: 1119.242432
	Iteration 78Q: 3 clusters Score -1.032936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219075 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10329366.000000 Penalty: 1119.242432
	Iteration 79Q: 3 clusters Score -1.032937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219078 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10329368.000000 Penalty: 1119.242432
	Iteration 80F: 3 clusters Score -1.032937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219083 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10329379.000000 Penalty: 1119.242432
	Iteration 81Q: 3 clusters Score -1.032938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219087 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10329376.000000 Penalty: 1119.242432
	Iteration 82Q: 3 clusters Score -1.032938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219092 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10329364.000000 Penalty: 1119.242432
	Iteration 83Q: 3 clusters Score -1.032936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219095 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -10329369.000000 Penalty: 1119.242432
	Iteration 84Q: 3 clusters Score -1.032937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219101 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10329374.000000 Penalty: 1119.242432
	Iteration 85Q: 3 clusters Score -1.032937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219106 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10329371.000000 Penalty: 1119.242432
	Iteration 86Q: 3 clusters Score -1.032937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219109 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10329371.000000 Penalty: 1119.242432
	Iteration 87Q: 3 clusters Score -1.032937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219110 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10329368.000000 Penalty: 1119.242432
	Iteration 88Q: 3 clusters Score -1.032937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219110 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10329368.000000 Penalty: 1119.242432
	Iteration 89F: 3 clusters Score -1.032937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Entering Unmasked Estep 
Score: -979994.125000 Penalty: 449.063049
	Iteration 0F: 2 clusters Score -979994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -966988.000000 Penalty: 898.126099
	Iteration 0F: 3 clusters Score -966988 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -972752.375000 Penalty: 898.126099
	Iteration 1F: 3 clusters Score -972752.4 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -973322.437500 Penalty: 898.126099
	Iteration 2F: 3 clusters Score -973322.4 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -974085.687500 Penalty: 898.126099
	Iteration 3F: 3 clusters Score -974085.7 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -975151.000000 Penalty: 898.126099
	Iteration 4F: 3 clusters Score -975151 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -976316.937500 Penalty: 898.126099
	Iteration 5F: 3 clusters Score -976316.9 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -977108.875000 Penalty: 898.126099
	Iteration 6F: 3 clusters Score -977108.9 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -977505.750000 Penalty: 898.126099
	Iteration 7Q: 3 clusters Score -977505.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -977708.875000 Penalty: 898.126099
	Iteration 8Q: 3 clusters Score -977708.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -977861.437500 Penalty: 898.126099
	Iteration 9Q: 3 clusters Score -977861.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -977993.937500 Penalty: 898.126099
	Iteration 10Q: 3 clusters Score -977993.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -978121.687500 Penalty: 898.126099
	Iteration 11Q: 3 clusters Score -978121.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -978250.437500 Penalty: 898.126099
	Iteration 12Q: 3 clusters Score -978250.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -978377.562500 Penalty: 898.126099
	Iteration 13Q: 3 clusters Score -978377.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -978486.875000 Penalty: 898.126099
	Iteration 14Q: 3 clusters Score -978486.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -978583.875000 Penalty: 898.126099
	Iteration 15Q: 3 clusters Score -978583.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -978664.562500 Penalty: 898.126099
	Iteration 16Q: 3 clusters Score -978664.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -978740.687500 Penalty: 898.126099
	Iteration 17Q: 3 clusters Score -978740.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -978794.812500 Penalty: 898.126099
	Iteration 18Q: 3 clusters Score -978794.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -978842.562500 Penalty: 898.126099
	Iteration 19Q: 3 clusters Score -978842.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -978878.687500 Penalty: 898.126099
	Iteration 20F: 3 clusters Score -978878.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -978911.437500 Penalty: 898.126099
	Iteration 21Q: 3 clusters Score -978911.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -978938.687500 Penalty: 898.126099
	Iteration 22Q: 3 clusters Score -978938.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -978961.062500 Penalty: 898.126099
	Iteration 23Q: 3 clusters Score -978961.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -978986.625000 Penalty: 898.126099
	Iteration 24Q: 3 clusters Score -978986.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -979009.687500 Penalty: 898.126099
	Iteration 25Q: 3 clusters Score -979009.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -979034.000000 Penalty: 898.126099
	Iteration 26Q: 3 clusters Score -979034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -979064.125000 Penalty: 898.126099
	Iteration 27Q: 3 clusters Score -979064.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -979082.312500 Penalty: 898.126099
	Iteration 28Q: 3 clusters Score -979082.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -979100.875000 Penalty: 898.126099
	Iteration 29Q: 3 clusters Score -979100.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -979118.187500 Penalty: 898.126099
	Iteration 30Q: 3 clusters Score -979118.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -979128.187500 Penalty: 898.126099
	Iteration 31Q: 3 clusters Score -979128.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -979137.625000 Penalty: 898.126099
	Iteration 32Q: 3 clusters Score -979137.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -979144.687500 Penalty: 898.126099
	Iteration 33Q: 3 clusters Score -979144.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -979148.437500 Penalty: 898.126099
	Iteration 34Q: 3 clusters Score -979148.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -979157.687500 Penalty: 898.126099
	Iteration 35Q: 3 clusters Score -979157.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -979161.500000 Penalty: 898.126099
	Iteration 36Q: 3 clusters Score -979161.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -979166.687500 Penalty: 898.126099
	Iteration 37Q: 3 clusters Score -979166.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -979173.562500 Penalty: 898.126099
	Iteration 38Q: 3 clusters Score -979173.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -979178.437500 Penalty: 898.126099
	Iteration 39Q: 3 clusters Score -979178.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -979179.687500 Penalty: 898.126099
	Iteration 40F: 3 clusters Score -979179.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -979182.875000 Penalty: 898.126099
	Iteration 41Q: 3 clusters Score -979182.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -979192.375000 Penalty: 898.126099
	Iteration 42Q: 3 clusters Score -979192.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -979198.750000 Penalty: 898.126099
	Iteration 43Q: 3 clusters Score -979198.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -979214.937500 Penalty: 898.126099
	Iteration 44Q: 3 clusters Score -979214.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -979234.875000 Penalty: 898.126099
	Iteration 45Q: 3 clusters Score -979234.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -979262.750000 Penalty: 898.126099
	Iteration 46Q: 3 clusters Score -979262.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -979283.500000 Penalty: 898.126099
	Iteration 47Q: 3 clusters Score -979283.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -979299.687500 Penalty: 898.126099
	Iteration 48Q: 3 clusters Score -979299.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -979310.500000 Penalty: 898.126099
	Iteration 49Q: 3 clusters Score -979310.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -979323.937500 Penalty: 898.126099
	Iteration 50Q: 3 clusters Score -979323.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -979330.000000 Penalty: 898.126099
	Iteration 51Q: 3 clusters Score -979330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -979335.875000 Penalty: 898.126099
	Iteration 52Q: 3 clusters Score -979335.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -979344.562500 Penalty: 898.126099
	Iteration 53Q: 3 clusters Score -979344.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -979354.812500 Penalty: 898.126099
	Iteration 54Q: 3 clusters Score -979354.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -979360.375000 Penalty: 898.126099
	Iteration 55Q: 3 clusters Score -979360.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -979365.250000 Penalty: 898.126099
	Iteration 56Q: 3 clusters Score -979365.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -979371.375000 Penalty: 898.126099
	Iteration 57Q: 3 clusters Score -979371.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -979374.875000 Penalty: 898.126099
	Iteration 58Q: 3 clusters Score -979374.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -979379.000000 Penalty: 898.126099
	Iteration 59Q: 3 clusters Score -979379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -979380.375000 Penalty: 898.126099
	Iteration 60F: 3 clusters Score -979380.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -979383.375000 Penalty: 898.126099
	Iteration 61Q: 3 clusters Score -979383.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -979385.500000 Penalty: 898.126099
	Iteration 62Q: 3 clusters Score -979385.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -979389.812500 Penalty: 898.126099
	Iteration 63Q: 3 clusters Score -979389.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -979393.500000 Penalty: 898.126099
	Iteration 64Q: 3 clusters Score -979393.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -979395.687500 Penalty: 898.126099
	Iteration 65Q: 3 clusters Score -979395.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -979398.625000 Penalty: 898.126099
	Iteration 66Q: 3 clusters Score -979398.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -979399.125000 Penalty: 898.126099
	Iteration 67Q: 3 clusters Score -979399.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -979401.500000 Penalty: 898.126099
	Iteration 68Q: 3 clusters Score -979401.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -979404.500000 Penalty: 898.126099
	Iteration 69Q: 3 clusters Score -979404.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -979407.937500 Penalty: 898.126099
	Iteration 70Q: 3 clusters Score -979407.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -979408.375000 Penalty: 898.126099
	Iteration 71Q: 3 clusters Score -979408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -979410.250000 Penalty: 898.126099
	Iteration 72Q: 3 clusters Score -979410.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -979410.500000 Penalty: 898.126099
	Iteration 73Q: 3 clusters Score -979410.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -979410.937500 Penalty: 898.126099
	Iteration 74Q: 3 clusters Score -979410.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -979411.750000 Penalty: 898.126099
	Iteration 75Q: 3 clusters Score -979411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -979412.000000 Penalty: 898.126099
	Iteration 76Q: 3 clusters Score -979412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -979411.562500 Penalty: 898.126099
	Iteration 77Q: 3 clusters Score -979411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -979412.125000 Penalty: 898.126099
	Iteration 78Q: 3 clusters Score -979412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -979411.625000 Penalty: 898.126099
	Iteration 79Q: 3 clusters Score -979411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -979412.250000 Penalty: 898.126099
	Iteration 80F: 3 clusters Score -979412.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -979411.500000 Penalty: 898.126099
	Iteration 81Q: 3 clusters Score -979411.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -979412.937500 Penalty: 898.126099
	Iteration 82Q: 3 clusters Score -979412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -979417.062500 Penalty: 898.126099
	Iteration 83Q: 3 clusters Score -979417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -979416.375000 Penalty: 898.126099
	Iteration 84Q: 3 clusters Score -979416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -979415.812500 Penalty: 898.126099
	Iteration 85Q: 3 clusters Score -979415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -979416.500000 Penalty: 898.126099
	Iteration 86Q: 3 clusters Score -979416.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -979416.312500 Penalty: 898.126099
	Iteration 87Q: 3 clusters Score -979416.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -979416.750000 Penalty: 898.126099
	Iteration 88Q: 3 clusters Score -979416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -979418.937500 Penalty: 898.126099
	Iteration 89Q: 3 clusters Score -979418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -979419.375000 Penalty: 898.126099
	Iteration 90Q: 3 clusters Score -979419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -979418.375000 Penalty: 898.126099
	Iteration 91Q: 3 clusters Score -979418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -979417.750000 Penalty: 898.126099
	Iteration 92Q: 3 clusters Score -979417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -979417.750000 Penalty: 898.126099
	Iteration 93F: 3 clusters Score -979417.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -53361.425781 Penalty: 325.106415
	Iteration 0F: 2 clusters Score -53361.43 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 651 members 
Entering Unmasked Estep 
Score: -52396.742188 Penalty: 650.212830
	Iteration 0F: 3 clusters Score -52396.74 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -52700.542969 Penalty: 650.212830
	Iteration 1F: 3 clusters Score -52700.54 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -52751.558594 Penalty: 650.212830
	Iteration 2F: 3 clusters Score -52751.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -52791.859375 Penalty: 650.212830
	Iteration 3Q: 3 clusters Score -52791.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -52822.960938 Penalty: 650.212830
	Iteration 4Q: 3 clusters Score -52822.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -52871.664062 Penalty: 650.212830
	Iteration 5Q: 3 clusters Score -52871.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -52910.683594 Penalty: 650.212830
	Iteration 6Q: 3 clusters Score -52910.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -52944.187500 Penalty: 650.212830
	Iteration 7Q: 3 clusters Score -52944.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -52991.410156 Penalty: 650.212830
	Iteration 8Q: 3 clusters Score -52991.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -53036.160156 Penalty: 650.212830
	Iteration 9Q: 3 clusters Score -53036.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -53063.984375 Penalty: 650.212830
	Iteration 10Q: 3 clusters Score -53063.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -53083.121094 Penalty: 650.212830
	Iteration 11Q: 3 clusters Score -53083.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -53094.105469 Penalty: 650.212830
	Iteration 12Q: 3 clusters Score -53094.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -53096.097656 Penalty: 650.212830
	Iteration 13Q: 3 clusters Score -53096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -53097.519531 Penalty: 650.212830
	Iteration 14Q: 3 clusters Score -53097.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -53098.839844 Penalty: 650.212830
	Iteration 15Q: 3 clusters Score -53098.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -53101.023438 Penalty: 650.212830
	Iteration 16Q: 3 clusters Score -53101.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -53101.890625 Penalty: 650.212830
	Iteration 17Q: 3 clusters Score -53101.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -53102.597656 Penalty: 650.212830
	Iteration 18Q: 3 clusters Score -53102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -53104.609375 Penalty: 650.212830
	Iteration 19Q: 3 clusters Score -53104.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -53106.558594 Penalty: 650.212830
	Iteration 20F: 3 clusters Score -53106.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -53109.082031 Penalty: 650.212830
	Iteration 21Q: 3 clusters Score -53109.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -53112.156250 Penalty: 650.212830
	Iteration 22Q: 3 clusters Score -53112.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -53114.445312 Penalty: 650.212830
	Iteration 23Q: 3 clusters Score -53114.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -53115.156250 Penalty: 650.212830
	Iteration 24Q: 3 clusters Score -53115.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -53115.156250 Penalty: 650.212830
	Iteration 25F: 3 clusters Score -53115.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -18382.207031 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -18382.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17986.605469 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -17986.61 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18165.117188 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -18165.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18216.621094 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -18216.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18246.853516 Penalty: 548.792358
	Iteration 3F: 3 clusters Score -18246.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18270.609375 Penalty: 548.792358
	Iteration 4Q: 3 clusters Score -18270.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18286.734375 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -18286.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18293.677734 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -18293.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18297.957031 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -18297.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18300.781250 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -18300.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18300.781250 Penalty: 548.792358
	Iteration 9F: 3 clusters Score -18300.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (122161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122161 members 
Entering Unmasked Estep 
Score: -6009732.000000 Penalty: 532.945801
	Iteration 0F: 2 clusters Score -6009732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -5928079.500000 Penalty: 1065.891602
	Iteration 0F: 3 clusters Score -5928080 nChanged 59930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -5966606.500000 Penalty: 1065.891602
	Iteration 1F: 3 clusters Score -5966606 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -5970965.500000 Penalty: 1065.891602
	Iteration 2F: 3 clusters Score -5970966 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -5979202.500000 Penalty: 1065.891602
	Iteration 3F: 3 clusters Score -5979202 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -5990859.500000 Penalty: 1065.891602
	Iteration 4F: 3 clusters Score -5990860 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -6000683.000000 Penalty: 1065.891602
	Iteration 5F: 3 clusters Score -6000683 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -6004366.500000 Penalty: 1065.891602
	Iteration 6Q: 3 clusters Score -6004366 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -6005515.000000 Penalty: 1065.891602
	Iteration 7Q: 3 clusters Score -6005515 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -6006124.000000 Penalty: 1065.891602
	Iteration 8Q: 3 clusters Score -6006124 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -6006355.500000 Penalty: 1065.891602
	Iteration 9Q: 3 clusters Score -6006356 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -6006540.500000 Penalty: 1065.891602
	Iteration 10Q: 3 clusters Score -6006540 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -6006614.000000 Penalty: 1065.891602
	Iteration 11Q: 3 clusters Score -6006614 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -6006645.500000 Penalty: 1065.891602
	Iteration 12Q: 3 clusters Score -6006646 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -6006706.000000 Penalty: 1065.891602
	Iteration 13Q: 3 clusters Score -6006706 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -6006749.500000 Penalty: 1065.891602
	Iteration 14Q: 3 clusters Score -6006750 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 72946 members 
Entering Unmasked Estep 
Score: -6006785.000000 Penalty: 1065.891602
	Iteration 15Q: 3 clusters Score -6006785 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -6006798.000000 Penalty: 1065.891602
	Iteration 16Q: 3 clusters Score -6006798 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -6006817.000000 Penalty: 1065.891602
	Iteration 17Q: 3 clusters Score -6006817 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -6006806.000000 Penalty: 1065.891602
	Iteration 18Q: 3 clusters Score -6006806 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -6006826.000000 Penalty: 1065.891602
	Iteration 19Q: 3 clusters Score -6006826 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -6006868.500000 Penalty: 1065.891602
	Iteration 20F: 3 clusters Score -6006868 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -6006917.000000 Penalty: 1065.891602
	Iteration 21Q: 3 clusters Score -6006917 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -6006964.000000 Penalty: 1065.891602
	Iteration 22Q: 3 clusters Score -6006964 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 75299 members 
Entering Unmasked Estep 
Score: -6006993.000000 Penalty: 1065.891602
	Iteration 23Q: 3 clusters Score -6006993 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -6006999.500000 Penalty: 1065.891602
	Iteration 24Q: 3 clusters Score -6007000 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -6007016.000000 Penalty: 1065.891602
	Iteration 25Q: 3 clusters Score -6007016 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 76091 members 
Entering Unmasked Estep 
Score: -6007033.500000 Penalty: 1065.891602
	Iteration 26Q: 3 clusters Score -6007034 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -6007034.000000 Penalty: 1065.891602
	Iteration 27Q: 3 clusters Score -6007034 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 76622 members 
Entering Unmasked Estep 
Score: -6007055.000000 Penalty: 1065.891602
	Iteration 28Q: 3 clusters Score -6007055 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -6007052.500000 Penalty: 1065.891602
	Iteration 29Q: 3 clusters Score -6007052 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -6007078.500000 Penalty: 1065.891602
	Iteration 30Q: 3 clusters Score -6007078 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -6007110.000000 Penalty: 1065.891602
	Iteration 31Q: 3 clusters Score -6007110 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -6007099.500000 Penalty: 1065.891602
	Iteration 32Q: 3 clusters Score -6007100 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -6007121.000000 Penalty: 1065.891602
	Iteration 33Q: 3 clusters Score -6007121 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -6007142.500000 Penalty: 1065.891602
	Iteration 34Q: 3 clusters Score -6007142 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -6007147.500000 Penalty: 1065.891602
	Iteration 35Q: 3 clusters Score -6007148 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -6007175.000000 Penalty: 1065.891602
	Iteration 36Q: 3 clusters Score -6007175 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -6007181.000000 Penalty: 1065.891602
	Iteration 37Q: 3 clusters Score -6007181 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -6007192.000000 Penalty: 1065.891602
	Iteration 38Q: 3 clusters Score -6007192 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6007212 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 79854 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6007230 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 80041 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6007252 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 80236 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6007262 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6007278 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6007278 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6007288 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6007292 nChanged 219
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Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6007324 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 81629 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6007319 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6007344 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6007359 nChanged 223
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Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6007377 nChanged 220
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Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6007378 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6007388 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 82943 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6007400 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6007420 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6007430 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6007476 nChanged 211
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Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 83741 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6007464 nChanged 226
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Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6007480 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6007501 nChanged 234
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Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6007538 nChanged 233
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Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6007550 nChanged 218
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Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6007574 nChanged 223
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Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 85106 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6007612 nChanged 195
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Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6007642 nChanged 178
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Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6007639 nChanged 168
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Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6007652 nChanged 164
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Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6007659 nChanged 185
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Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6007648 nChanged 189
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Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6007678 nChanged 174
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Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6007698 nChanged 170
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Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6007726 nChanged 155
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Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6007724 nChanged 143
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Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6007748 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 87176 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6007768 nChanged 147
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Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6007758 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6007754 nChanged 152
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Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6007772 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6007768 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6007792 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6007802 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6007804 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6007824 nChanged 127
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Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 88436 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6007829 nChanged 118
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Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6007850 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6007848 nChanged 114
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Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6007856 nChanged 111
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Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6007860 nChanged 104
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Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 88996 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6007870 nChanged 100
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Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6007877 nChanged 98
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Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 89194 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6007890 nChanged 96
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Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6007890 nChanged 90
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Mstep: Class 1 contains 32781 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6007892 nChanged 82
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Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6007890 nChanged 86
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Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 89548 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6007898 nChanged 82
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Mstep: Class 1 contains 32531 members 
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	Iteration 98Q: 3 clusters Score -6007898 nChanged 82
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Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6007894 nChanged 85
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Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 89797 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6007900 nChanged 97
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Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6007914 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6007924 nChanged 112
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Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6007922 nChanged 104
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Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6007930 nChanged 93
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Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6007935 nChanged 96
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Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 90402 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6007934 nChanged 87
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Mstep: Class 1 contains 31672 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6007928 nChanged 74
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Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6007924 nChanged 71
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Mstep: Class 1 contains 31527 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6007916 nChanged 65
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Mstep: Class 1 contains 31462 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6007920 nChanged 63
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Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6007934 nChanged 60
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Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6007942 nChanged 64
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Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 90886 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6007958 nChanged 60
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Mstep: Class 1 contains 31215 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6007950 nChanged 59
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Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6007970 nChanged 63
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Mstep: Class 1 contains 31093 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6007972 nChanged 69
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Mstep: Class 1 contains 31024 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6007964 nChanged 63
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Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6007976 nChanged 88
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Mstep: Class 1 contains 30873 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6007980 nChanged 86
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Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 91374 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6007980 nChanged 98
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6008003 nChanged 118
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Mstep: Class 1 contains 30571 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6008020 nChanged 117
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Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6008034 nChanged 130
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Mstep: Class 1 contains 30324 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6008046 nChanged 129
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Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6008037 nChanged 118
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Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 92084 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6008062 nChanged 108
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Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 92315 members 
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	Iteration 128Q: 3 clusters Score -6008078 nChanged 121
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	Iteration 129Q: 3 clusters Score -6008108 nChanged 113
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6008124 nChanged 119
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6008116 nChanged 119
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6008432 nChanged 31
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	Iteration 211Q: 3 clusters Score -6008464 nChanged 8
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	Iteration 212Q: 3 clusters Score -6008463 nChanged 8
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	Iteration 214Q: 3 clusters Score -6008464 nChanged 6
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	Iteration 215Q: 3 clusters Score -6008461 nChanged 8
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	Iteration 216Q: 3 clusters Score -6008458 nChanged 9
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	Iteration 217Q: 3 clusters Score -6008460 nChanged 10
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	Iteration 220F: 3 clusters Score -6008469 nChanged 7
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	Iteration 222Q: 3 clusters Score -6008470 nChanged 3
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	Iteration 223Q: 3 clusters Score -6008470 nChanged 0
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	Iteration 224F: 3 clusters Score -6008470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -79641.226562 Penalty: 337.253296
	Iteration 0F: 2 clusters Score -79641.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -78398.320312 Penalty: 674.506592
	Iteration 0F: 3 clusters Score -78398.32 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -78778.890625 Penalty: 674.506592
	Iteration 1F: 3 clusters Score -78778.89 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -78835.820312 Penalty: 674.506592
	Iteration 2F: 3 clusters Score -78835.82 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -78874.148438 Penalty: 674.506592
	Iteration 3F: 3 clusters Score -78874.15 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -78913.632812 Penalty: 674.506592
	Iteration 4Q: 3 clusters Score -78913.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -78946.218750 Penalty: 674.506592
	Iteration 5Q: 3 clusters Score -78946.22 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -78978.375000 Penalty: 674.506592
	Iteration 6Q: 3 clusters Score -78978.38 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -79022.242188 Penalty: 674.506592
	Iteration 7Q: 3 clusters Score -79022.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -79062.046875 Penalty: 674.506592
	Iteration 8Q: 3 clusters Score -79062.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -79088.179688 Penalty: 674.506592
	Iteration 9Q: 3 clusters Score -79088.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -79103.515625 Penalty: 674.506592
	Iteration 10Q: 3 clusters Score -79103.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -79113.789062 Penalty: 674.506592
	Iteration 11Q: 3 clusters Score -79113.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -79123.070312 Penalty: 674.506592
	Iteration 12Q: 3 clusters Score -79123.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -79131.843750 Penalty: 674.506592
	Iteration 13Q: 3 clusters Score -79131.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -79140.617188 Penalty: 674.506592
	Iteration 14Q: 3 clusters Score -79140.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -79146.757812 Penalty: 674.506592
	Iteration 15Q: 3 clusters Score -79146.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -79153.414062 Penalty: 674.506592
	Iteration 16Q: 3 clusters Score -79153.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -79164.210938 Penalty: 674.506592
	Iteration 17Q: 3 clusters Score -79164.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -79172.890625 Penalty: 674.506592
	Iteration 18Q: 3 clusters Score -79172.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -79184.750000 Penalty: 674.506592
	Iteration 19Q: 3 clusters Score -79184.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -79195.265625 Penalty: 674.506592
	Iteration 20F: 3 clusters Score -79195.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -79205.210938 Penalty: 674.506592
	Iteration 21Q: 3 clusters Score -79205.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -79213.476562 Penalty: 674.506592
	Iteration 22Q: 3 clusters Score -79213.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -79218.203125 Penalty: 674.506592
	Iteration 23Q: 3 clusters Score -79218.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -79226.273438 Penalty: 674.506592
	Iteration 24Q: 3 clusters Score -79226.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -79233.117188 Penalty: 674.506592
	Iteration 25Q: 3 clusters Score -79233.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -79242.742188 Penalty: 674.506592
	Iteration 26Q: 3 clusters Score -79242.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -79251.820312 Penalty: 674.506592
	Iteration 27Q: 3 clusters Score -79251.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -79265.312500 Penalty: 674.506592
	Iteration 28Q: 3 clusters Score -79265.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -79277.968750 Penalty: 674.506592
	Iteration 29Q: 3 clusters Score -79277.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -79288.515625 Penalty: 674.506592
	Iteration 30Q: 3 clusters Score -79288.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -79294.062500 Penalty: 674.506592
	Iteration 31Q: 3 clusters Score -79294.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -79296.289062 Penalty: 674.506592
	Iteration 32Q: 3 clusters Score -79296.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -79298.148438 Penalty: 674.506592
	Iteration 33Q: 3 clusters Score -79298.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -79299.492188 Penalty: 674.506592
	Iteration 34Q: 3 clusters Score -79299.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -79299.789062 Penalty: 674.506592
	Iteration 35Q: 3 clusters Score -79299.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -79299.828125 Penalty: 674.506592
	Iteration 36Q: 3 clusters Score -79299.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -79299.968750 Penalty: 674.506592
	Iteration 37Q: 3 clusters Score -79299.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -79299.968750 Penalty: 674.506592
	Iteration 38F: 3 clusters Score -79299.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -44034.652344 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -44034.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43286.160156 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -43286.16 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43508.136719 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -43508.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43552.140625 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -43552.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43589.527344 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -43589.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43618.316406 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -43618.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43636.878906 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -43636.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43650.105469 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -43650.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43664.742188 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -43664.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43674.128906 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -43674.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43684.308594 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -43684.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43694.765625 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -43694.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43704.269531 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -43704.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43712.085938 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -43712.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43718.492188 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -43718.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -43725.773438 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -43725.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43730.015625 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -43730.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -43730.945312 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -43730.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -43731.929688 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -43731.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -43733.519531 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -43733.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -43736.132812 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -43736.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -43737.125000 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -43737.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -43738.882812 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -43738.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -43742.433594 Penalty: 615.828247
	Iteration 22Q: 3 clusters Score -43742.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -43744.113281 Penalty: 615.828247
	Iteration 23Q: 3 clusters Score -43744.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -43744.113281 Penalty: 615.828247
	Iteration 24F: 3 clusters Score -43744.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -91391.500000 Penalty: 347.778473
	Iteration 0F: 2 clusters Score -91391.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -89861.500000 Penalty: 695.556946
	Iteration 0F: 3 clusters Score -89861.5 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -90382.359375 Penalty: 695.556946
	Iteration 1F: 3 clusters Score -90382.36 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -90487.367188 Penalty: 695.556946
	Iteration 2F: 3 clusters Score -90487.37 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -90586.734375 Penalty: 695.556946
	Iteration 3F: 3 clusters Score -90586.73 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -90678.281250 Penalty: 695.556946
	Iteration 4F: 3 clusters Score -90678.28 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -90752.164062 Penalty: 695.556946
	Iteration 5F: 3 clusters Score -90752.16 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -90804.328125 Penalty: 695.556946
	Iteration 6Q: 3 clusters Score -90804.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -90835.250000 Penalty: 695.556946
	Iteration 7Q: 3 clusters Score -90835.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -90863.562500 Penalty: 695.556946
	Iteration 8Q: 3 clusters Score -90863.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -90884.546875 Penalty: 695.556946
	Iteration 9Q: 3 clusters Score -90884.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -90900.539062 Penalty: 695.556946
	Iteration 10Q: 3 clusters Score -90900.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -90912.187500 Penalty: 695.556946
	Iteration 11Q: 3 clusters Score -90912.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -90919.328125 Penalty: 695.556946
	Iteration 12Q: 3 clusters Score -90919.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -90924.617188 Penalty: 695.556946
	Iteration 13Q: 3 clusters Score -90924.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -90927.906250 Penalty: 695.556946
	Iteration 14Q: 3 clusters Score -90927.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -90929.640625 Penalty: 695.556946
	Iteration 15Q: 3 clusters Score -90929.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -90930.640625 Penalty: 695.556946
	Iteration 16Q: 3 clusters Score -90930.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -90931.632812 Penalty: 695.556946
	Iteration 17Q: 3 clusters Score -90931.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -90933.101562 Penalty: 695.556946
	Iteration 18Q: 3 clusters Score -90933.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -90934.562500 Penalty: 695.556946
	Iteration 19Q: 3 clusters Score -90934.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -90935.429688 Penalty: 695.556946
	Iteration 20F: 3 clusters Score -90935.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -90938.882812 Penalty: 695.556946
	Iteration 21Q: 3 clusters Score -90938.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -90940.562500 Penalty: 695.556946
	Iteration 22Q: 3 clusters Score -90940.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -90940.828125 Penalty: 695.556946
	Iteration 23Q: 3 clusters Score -90940.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -90941.445312 Penalty: 695.556946
	Iteration 24Q: 3 clusters Score -90941.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -90942.289062 Penalty: 695.556946
	Iteration 25Q: 3 clusters Score -90942.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -90942.406250 Penalty: 695.556946
	Iteration 26Q: 3 clusters Score -90942.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -90942.664062 Penalty: 695.556946
	Iteration 27Q: 3 clusters Score -90942.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -90943.585938 Penalty: 695.556946
	Iteration 28Q: 3 clusters Score -90943.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -90944.359375 Penalty: 695.556946
	Iteration 29Q: 3 clusters Score -90944.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -90944.859375 Penalty: 695.556946
	Iteration 30Q: 3 clusters Score -90944.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -90944.921875 Penalty: 695.556946
	Iteration 31Q: 3 clusters Score -90944.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -90945.125000 Penalty: 695.556946
	Iteration 32Q: 3 clusters Score -90945.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -90945.375000 Penalty: 695.556946
	Iteration 33Q: 3 clusters Score -90945.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -90945.718750 Penalty: 695.556946
	Iteration 34Q: 3 clusters Score -90945.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -90945.898438 Penalty: 695.556946
	Iteration 35Q: 3 clusters Score -90945.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -90945.898438 Penalty: 695.556946
	Iteration 36F: 3 clusters Score -90945.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Entering Unmasked Estep 
Score: -497340.125000 Penalty: 418.819550
	Iteration 0F: 2 clusters Score -497340.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -490786.250000 Penalty: 837.639099
	Iteration 0F: 3 clusters Score -490786.2 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -493635.718750 Penalty: 837.639099
	Iteration 1F: 3 clusters Score -493635.7 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -494126.218750 Penalty: 837.639099
	Iteration 2F: 3 clusters Score -494126.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -494730.156250 Penalty: 837.639099
	Iteration 3F: 3 clusters Score -494730.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -495362.093750 Penalty: 837.639099
	Iteration 4F: 3 clusters Score -495362.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -495886.687500 Penalty: 837.639099
	Iteration 5F: 3 clusters Score -495886.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -496242.312500 Penalty: 837.639099
	Iteration 6Q: 3 clusters Score -496242.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -496431.687500 Penalty: 837.639099
	Iteration 7Q: 3 clusters Score -496431.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -496525.156250 Penalty: 837.639099
	Iteration 8Q: 3 clusters Score -496525.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -496598.500000 Penalty: 837.639099
	Iteration 9Q: 3 clusters Score -496598.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -496657.500000 Penalty: 837.639099
	Iteration 10Q: 3 clusters Score -496657.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -496706.781250 Penalty: 837.639099
	Iteration 11Q: 3 clusters Score -496706.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -496753.718750 Penalty: 837.639099
	Iteration 12Q: 3 clusters Score -496753.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -496785.187500 Penalty: 837.639099
	Iteration 13Q: 3 clusters Score -496785.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -496807.562500 Penalty: 837.639099
	Iteration 14Q: 3 clusters Score -496807.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -496823.343750 Penalty: 837.639099
	Iteration 15Q: 3 clusters Score -496823.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -496837.062500 Penalty: 837.639099
	Iteration 16Q: 3 clusters Score -496837.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -496852.750000 Penalty: 837.639099
	Iteration 17Q: 3 clusters Score -496852.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -496867.125000 Penalty: 837.639099
	Iteration 18Q: 3 clusters Score -496867.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -496885.687500 Penalty: 837.639099
	Iteration 19Q: 3 clusters Score -496885.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -496897.343750 Penalty: 837.639099
	Iteration 20F: 3 clusters Score -496897.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -496901.625000 Penalty: 837.639099
	Iteration 21Q: 3 clusters Score -496901.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -496904.937500 Penalty: 837.639099
	Iteration 22Q: 3 clusters Score -496904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -496908.687500 Penalty: 837.639099
	Iteration 23Q: 3 clusters Score -496908.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -496916.593750 Penalty: 837.639099
	Iteration 24Q: 3 clusters Score -496916.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -496921.750000 Penalty: 837.639099
	Iteration 25Q: 3 clusters Score -496921.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -496927.531250 Penalty: 837.639099
	Iteration 26Q: 3 clusters Score -496927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -496931.187500 Penalty: 837.639099
	Iteration 27Q: 3 clusters Score -496931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -496934.750000 Penalty: 837.639099
	Iteration 28Q: 3 clusters Score -496934.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -496940.937500 Penalty: 837.639099
	Iteration 29Q: 3 clusters Score -496940.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -496945.343750 Penalty: 837.639099
	Iteration 30Q: 3 clusters Score -496945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -496947.687500 Penalty: 837.639099
	Iteration 31Q: 3 clusters Score -496947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -496949.875000 Penalty: 837.639099
	Iteration 32Q: 3 clusters Score -496949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -496951.750000 Penalty: 837.639099
	Iteration 33Q: 3 clusters Score -496951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -496952.406250 Penalty: 837.639099
	Iteration 34Q: 3 clusters Score -496952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -496952.750000 Penalty: 837.639099
	Iteration 35Q: 3 clusters Score -496952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -496952.906250 Penalty: 837.639099
	Iteration 36Q: 3 clusters Score -496952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -496952.906250 Penalty: 837.639099
	Iteration 37F: 3 clusters Score -496952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Entering Unmasked Estep 
Score: -248826.593750 Penalty: 387.903870
	Iteration 0F: 2 clusters Score -248826.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -245412.250000 Penalty: 775.807739
	Iteration 0F: 3 clusters Score -245412.2 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -246684.140625 Penalty: 775.807739
	Iteration 1F: 3 clusters Score -246684.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -246782.218750 Penalty: 775.807739
	Iteration 2Q: 3 clusters Score -246782.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -246921.343750 Penalty: 775.807739
	Iteration 3F: 3 clusters Score -246921.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -247102.109375 Penalty: 775.807739
	Iteration 4F: 3 clusters Score -247102.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -247322.218750 Penalty: 775.807739
	Iteration 5F: 3 clusters Score -247322.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -247592.109375 Penalty: 775.807739
	Iteration 6F: 3 clusters Score -247592.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -247821.390625 Penalty: 775.807739
	Iteration 7F: 3 clusters Score -247821.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -247940.609375 Penalty: 775.807739
	Iteration 8Q: 3 clusters Score -247940.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -247994.000000 Penalty: 775.807739
	Iteration 9Q: 3 clusters Score -247994 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -248034.546875 Penalty: 775.807739
	Iteration 10Q: 3 clusters Score -248034.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -248066.437500 Penalty: 775.807739
	Iteration 11Q: 3 clusters Score -248066.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -248096.687500 Penalty: 775.807739
	Iteration 12Q: 3 clusters Score -248096.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -248123.734375 Penalty: 775.807739
	Iteration 13Q: 3 clusters Score -248123.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -248155.656250 Penalty: 775.807739
	Iteration 14Q: 3 clusters Score -248155.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -248183.968750 Penalty: 775.807739
	Iteration 15Q: 3 clusters Score -248184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -248214.843750 Penalty: 775.807739
	Iteration 16Q: 3 clusters Score -248214.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -248251.218750 Penalty: 775.807739
	Iteration 17Q: 3 clusters Score -248251.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -248287.515625 Penalty: 775.807739
	Iteration 18Q: 3 clusters Score -248287.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -248318.234375 Penalty: 775.807739
	Iteration 19Q: 3 clusters Score -248318.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -248343.578125 Penalty: 775.807739
	Iteration 20F: 3 clusters Score -248343.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -248365.875000 Penalty: 775.807739
	Iteration 21Q: 3 clusters Score -248365.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -248388.500000 Penalty: 775.807739
	Iteration 22Q: 3 clusters Score -248388.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -248407.328125 Penalty: 775.807739
	Iteration 23Q: 3 clusters Score -248407.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -248420.140625 Penalty: 775.807739
	Iteration 24Q: 3 clusters Score -248420.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -248435.328125 Penalty: 775.807739
	Iteration 25Q: 3 clusters Score -248435.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -248451.328125 Penalty: 775.807739
	Iteration 26Q: 3 clusters Score -248451.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -248470.593750 Penalty: 775.807739
	Iteration 27Q: 3 clusters Score -248470.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -248487.390625 Penalty: 775.807739
	Iteration 28Q: 3 clusters Score -248487.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -248505.343750 Penalty: 775.807739
	Iteration 29Q: 3 clusters Score -248505.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -248519.250000 Penalty: 775.807739
	Iteration 30Q: 3 clusters Score -248519.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -248528.062500 Penalty: 775.807739
	Iteration 31Q: 3 clusters Score -248528.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -248534.281250 Penalty: 775.807739
	Iteration 32Q: 3 clusters Score -248534.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -248537.625000 Penalty: 775.807739
	Iteration 33Q: 3 clusters Score -248537.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -248542.015625 Penalty: 775.807739
	Iteration 34Q: 3 clusters Score -248542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -248547.109375 Penalty: 775.807739
	Iteration 35Q: 3 clusters Score -248547.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -248551.234375 Penalty: 775.807739
	Iteration 36Q: 3 clusters Score -248551.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -248558.031250 Penalty: 775.807739
	Iteration 37Q: 3 clusters Score -248558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -248561.343750 Penalty: 775.807739
	Iteration 38Q: 3 clusters Score -248561.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -248563.031250 Penalty: 775.807739
	Iteration 39Q: 3 clusters Score -248563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -248564.828125 Penalty: 775.807739
	Iteration 40F: 3 clusters Score -248564.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -248567.359375 Penalty: 775.807739
	Iteration 41Q: 3 clusters Score -248567.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -248568.343750 Penalty: 775.807739
	Iteration 42Q: 3 clusters Score -248568.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -248570.062500 Penalty: 775.807739
	Iteration 43Q: 3 clusters Score -248570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -248571.515625 Penalty: 775.807739
	Iteration 44Q: 3 clusters Score -248571.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -248571.843750 Penalty: 775.807739
	Iteration 45Q: 3 clusters Score -248571.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -248573.781250 Penalty: 775.807739
	Iteration 46Q: 3 clusters Score -248573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -248574.343750 Penalty: 775.807739
	Iteration 47Q: 3 clusters Score -248574.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -248575.125000 Penalty: 775.807739
	Iteration 48Q: 3 clusters Score -248575.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -248575.921875 Penalty: 775.807739
	Iteration 49Q: 3 clusters Score -248575.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -248577.625000 Penalty: 775.807739
	Iteration 50Q: 3 clusters Score -248577.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -248578.750000 Penalty: 775.807739
	Iteration 51Q: 3 clusters Score -248578.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -248580.234375 Penalty: 775.807739
	Iteration 52Q: 3 clusters Score -248580.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -248581.328125 Penalty: 775.807739
	Iteration 53Q: 3 clusters Score -248581.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -248582.750000 Penalty: 775.807739
	Iteration 54Q: 3 clusters Score -248582.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -248584.281250 Penalty: 775.807739
	Iteration 55Q: 3 clusters Score -248584.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -248585.265625 Penalty: 775.807739
	Iteration 56Q: 3 clusters Score -248585.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -248585.437500 Penalty: 775.807739
	Iteration 57Q: 3 clusters Score -248585.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -248586.203125 Penalty: 775.807739
	Iteration 58Q: 3 clusters Score -248586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -248586.296875 Penalty: 775.807739
	Iteration 59Q: 3 clusters Score -248586.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -248586.531250 Penalty: 775.807739
	Iteration 60F: 3 clusters Score -248586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -248586.906250 Penalty: 775.807739
	Iteration 61Q: 3 clusters Score -248586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -248587.343750 Penalty: 775.807739
	Iteration 62Q: 3 clusters Score -248587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -248587.609375 Penalty: 775.807739
	Iteration 63Q: 3 clusters Score -248587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -248588.093750 Penalty: 775.807739
	Iteration 64Q: 3 clusters Score -248588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -248588.093750 Penalty: 775.807739
	Iteration 65Q: 3 clusters Score -248588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -248587.953125 Penalty: 775.807739
	Iteration 66Q: 3 clusters Score -248588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -248588.640625 Penalty: 775.807739
	Iteration 67Q: 3 clusters Score -248588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -248588.765625 Penalty: 775.807739
	Iteration 68Q: 3 clusters Score -248588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -248589.406250 Penalty: 775.807739
	Iteration 69Q: 3 clusters Score -248589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -248589.921875 Penalty: 775.807739
	Iteration 70Q: 3 clusters Score -248589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -248590.312500 Penalty: 775.807739
	Iteration 71Q: 3 clusters Score -248590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -248590.546875 Penalty: 775.807739
	Iteration 72Q: 3 clusters Score -248590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -248590.375000 Penalty: 775.807739
	Iteration 73Q: 3 clusters Score -248590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -248590.781250 Penalty: 775.807739
	Iteration 74Q: 3 clusters Score -248590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -248590.875000 Penalty: 775.807739
	Iteration 75Q: 3 clusters Score -248590.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -248591.109375 Penalty: 775.807739
	Iteration 76Q: 3 clusters Score -248591.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -248590.984375 Penalty: 775.807739
	Iteration 77Q: 3 clusters Score -248591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -248590.984375 Penalty: 775.807739
	Iteration 78F: 3 clusters Score -248591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -61113.394531 Penalty: 326.969574
	Iteration 0F: 2 clusters Score -61113.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -60084.511719 Penalty: 653.939148
	Iteration 0F: 3 clusters Score -60084.51 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -60417.859375 Penalty: 653.939148
	Iteration 1F: 3 clusters Score -60417.86 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -60475.449219 Penalty: 653.939148
	Iteration 2F: 3 clusters Score -60475.45 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -60531.882812 Penalty: 653.939148
	Iteration 3F: 3 clusters Score -60531.88 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -60585.097656 Penalty: 653.939148
	Iteration 4F: 3 clusters Score -60585.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -60630.570312 Penalty: 653.939148
	Iteration 5Q: 3 clusters Score -60630.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -60664.308594 Penalty: 653.939148
	Iteration 6Q: 3 clusters Score -60664.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -60704.679688 Penalty: 653.939148
	Iteration 7Q: 3 clusters Score -60704.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -60735.843750 Penalty: 653.939148
	Iteration 8Q: 3 clusters Score -60735.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -60757.156250 Penalty: 653.939148
	Iteration 9Q: 3 clusters Score -60757.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -60771.960938 Penalty: 653.939148
	Iteration 10Q: 3 clusters Score -60771.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -60781.921875 Penalty: 653.939148
	Iteration 11Q: 3 clusters Score -60781.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -60793.191406 Penalty: 653.939148
	Iteration 12Q: 3 clusters Score -60793.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -60802.027344 Penalty: 653.939148
	Iteration 13Q: 3 clusters Score -60802.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -60808.015625 Penalty: 653.939148
	Iteration 14Q: 3 clusters Score -60808.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -60816.613281 Penalty: 653.939148
	Iteration 15Q: 3 clusters Score -60816.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -60823.964844 Penalty: 653.939148
	Iteration 16Q: 3 clusters Score -60823.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -60828.007812 Penalty: 653.939148
	Iteration 17Q: 3 clusters Score -60828.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -60829.187500 Penalty: 653.939148
	Iteration 18Q: 3 clusters Score -60829.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -60831.160156 Penalty: 653.939148
	Iteration 19Q: 3 clusters Score -60831.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -60834.765625 Penalty: 653.939148
	Iteration 20F: 3 clusters Score -60834.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -60837.898438 Penalty: 653.939148
	Iteration 21Q: 3 clusters Score -60837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -60842.222656 Penalty: 653.939148
	Iteration 22Q: 3 clusters Score -60842.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -60844.394531 Penalty: 653.939148
	Iteration 23Q: 3 clusters Score -60844.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -60848.179688 Penalty: 653.939148
	Iteration 24Q: 3 clusters Score -60848.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -60851.765625 Penalty: 653.939148
	Iteration 25Q: 3 clusters Score -60851.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -60853.273438 Penalty: 653.939148
	Iteration 26Q: 3 clusters Score -60853.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -60853.933594 Penalty: 653.939148
	Iteration 27Q: 3 clusters Score -60853.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -60854.218750 Penalty: 653.939148
	Iteration 28Q: 3 clusters Score -60854.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -60854.218750 Penalty: 653.939148
	Iteration 29F: 3 clusters Score -60854.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (212586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212586 members 
Entering Unmasked Estep 
Score: -10600560.000000 Penalty: 558.153137
	Iteration 0F: 2 clusters Score -1.060056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 106521 members 
Entering Unmasked Estep 
Score: -10463094.000000 Penalty: 1116.306274
	Iteration 0F: 3 clusters Score -1.046309e+07 nChanged 104881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94510 members 
Mstep: Class 2 contains 118076 members 
Entering Unmasked Estep 
Score: -10527951.000000 Penalty: 1116.306274
	Iteration 1F: 3 clusters Score -1.052795e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 125604 members 
Entering Unmasked Estep 
Score: -10532030.000000 Penalty: 1116.306274
	Iteration 2Q: 3 clusters Score -1.053203e+07 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 136328 members 
Entering Unmasked Estep 
Score: -10539419.000000 Penalty: 1116.306274
	Iteration 3F: 3 clusters Score -1.053942e+07 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 148499 members 
Entering Unmasked Estep 
Score: -10550462.000000 Penalty: 1116.306274
	Iteration 4F: 3 clusters Score -1.055046e+07 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 158778 members 
Entering Unmasked Estep 
Score: -10563061.000000 Penalty: 1116.306274
	Iteration 5F: 3 clusters Score -1.056306e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 164480 members 
Entering Unmasked Estep 
Score: -10574552.000000 Penalty: 1116.306274
	Iteration 6F: 3 clusters Score -1.057455e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 166575 members 
Entering Unmasked Estep 
Score: -10581086.000000 Penalty: 1116.306274
	Iteration 7Q: 3 clusters Score -1.058109e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 167299 members 
Entering Unmasked Estep 
Score: -10583923.000000 Penalty: 1116.306274
	Iteration 8Q: 3 clusters Score -1.058392e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 167812 members 
Entering Unmasked Estep 
Score: -10585614.000000 Penalty: 1116.306274
	Iteration 9Q: 3 clusters Score -1.058561e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 168083 members 
Entering Unmasked Estep 
Score: -10586929.000000 Penalty: 1116.306274
	Iteration 10Q: 3 clusters Score -1.058693e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -10588337.000000 Penalty: 1116.306274
	Iteration 11Q: 3 clusters Score -1.058834e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 167687 members 
Entering Unmasked Estep 
Score: -10589587.000000 Penalty: 1116.306274
	Iteration 12Q: 3 clusters Score -1.058959e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -10591125.000000 Penalty: 1116.306274
	Iteration 13Q: 3 clusters Score -1.059112e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 165583 members 
Entering Unmasked Estep 
Score: -10592746.000000 Penalty: 1116.306274
	Iteration 14Q: 3 clusters Score -1.059275e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 163846 members 
Entering Unmasked Estep 
Score: -10594447.000000 Penalty: 1116.306274
	Iteration 15Q: 3 clusters Score -1.059445e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 161709 members 
Entering Unmasked Estep 
Score: -10596245.000000 Penalty: 1116.306274
	Iteration 16Q: 3 clusters Score -1.059624e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 159327 members 
Entering Unmasked Estep 
Score: -10597660.000000 Penalty: 1116.306274
	Iteration 17Q: 3 clusters Score -1.059766e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 156946 members 
Entering Unmasked Estep 
Score: -10598967.000000 Penalty: 1116.306274
	Iteration 18Q: 3 clusters Score -1.059897e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -10599923.000000 Penalty: 1116.306274
	Iteration 19Q: 3 clusters Score -1.059992e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 153460 members 
Entering Unmasked Estep 
Score: -10600885.000000 Penalty: 1116.306274
	Iteration 20F: 3 clusters Score -1.060088e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 151534 members 
Entering Unmasked Estep 
Score: -10601236.000000 Penalty: 1116.306274
	Iteration 21Q: 3 clusters Score -1.060124e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 149830 members 
Entering Unmasked Estep 
Score: -10601471.000000 Penalty: 1116.306274
	Iteration 22Q: 3 clusters Score -1.060147e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 148318 members 
Entering Unmasked Estep 
Score: -10601598.000000 Penalty: 1116.306274
	Iteration 23Q: 3 clusters Score -1.06016e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 146861 members 
Entering Unmasked Estep 
Score: -10601703.000000 Penalty: 1116.306274
	Iteration 24Q: 3 clusters Score -1.06017e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 145370 members 
Entering Unmasked Estep 
Score: -10601717.000000 Penalty: 1116.306274
	Iteration 25Q: 3 clusters Score -1.060172e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 143961 members 
Entering Unmasked Estep 
Score: -10601816.000000 Penalty: 1116.306274
	Iteration 26Q: 3 clusters Score -1.060182e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69984 members 
Mstep: Class 2 contains 142602 members 
Entering Unmasked Estep 
Score: -10601825.000000 Penalty: 1116.306274
	Iteration 27Q: 3 clusters Score -1.060182e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 141192 members 
Entering Unmasked Estep 
Score: -10601786.000000 Penalty: 1116.306274
	Iteration 28Q: 3 clusters Score -1.060179e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 139806 members 
Entering Unmasked Estep 
Score: -10601758.000000 Penalty: 1116.306274
	Iteration 29Q: 3 clusters Score -1.060176e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 138398 members 
Entering Unmasked Estep 
Score: -10601750.000000 Penalty: 1116.306274
	Iteration 30Q: 3 clusters Score -1.060175e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 136932 members 
Entering Unmasked Estep 
Score: -10601762.000000 Penalty: 1116.306274
	Iteration 31Q: 3 clusters Score -1.060176e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 135459 members 
Entering Unmasked Estep 
Score: -10601755.000000 Penalty: 1116.306274
	Iteration 32Q: 3 clusters Score -1.060176e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 134066 members 
Entering Unmasked Estep 
Score: -10601779.000000 Penalty: 1116.306274
	Iteration 33Q: 3 clusters Score -1.060178e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 132632 members 
Entering Unmasked Estep 
Score: -10601817.000000 Penalty: 1116.306274
	Iteration 34Q: 3 clusters Score -1.060182e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 131061 members 
Entering Unmasked Estep 
Score: -10601838.000000 Penalty: 1116.306274
	Iteration 35Q: 3 clusters Score -1.060184e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 129566 members 
Entering Unmasked Estep 
Score: -10601888.000000 Penalty: 1116.306274
	Iteration 36Q: 3 clusters Score -1.060189e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 127979 members 
Entering Unmasked Estep 
Score: -10601773.000000 Penalty: 1116.306274
	Iteration 37Q: 3 clusters Score -1.060177e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 126508 members 
Entering Unmasked Estep 
Score: -10601747.000000 Penalty: 1116.306274
	Iteration 38Q: 3 clusters Score -1.060175e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 125107 members 
Entering Unmasked Estep 
Score: -10601701.000000 Penalty: 1116.306274
	Iteration 39Q: 3 clusters Score -1.06017e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 123601 members 
Entering Unmasked Estep 
Score: -10601701.000000 Penalty: 1116.306274
	Iteration 40F: 3 clusters Score -1.06017e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 121902 members 
Entering Unmasked Estep 
Score: -10601768.000000 Penalty: 1116.306274
	Iteration 41Q: 3 clusters Score -1.060177e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 120078 members 
Entering Unmasked Estep 
Score: -10601772.000000 Penalty: 1116.306274
	Iteration 42Q: 3 clusters Score -1.060177e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 118069 members 
Entering Unmasked Estep 
Score: -10601795.000000 Penalty: 1116.306274
	Iteration 43Q: 3 clusters Score -1.06018e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96508 members 
Mstep: Class 2 contains 116078 members 
Entering Unmasked Estep 
Score: -10601854.000000 Penalty: 1116.306274
	Iteration 44Q: 3 clusters Score -1.060185e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 113977 members 
Entering Unmasked Estep 
Score: -10601853.000000 Penalty: 1116.306274
	Iteration 45Q: 3 clusters Score -1.060185e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 111985 members 
Entering Unmasked Estep 
Score: -10601872.000000 Penalty: 1116.306274
	Iteration 46Q: 3 clusters Score -1.060187e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 109832 members 
Entering Unmasked Estep 
Score: -10601923.000000 Penalty: 1116.306274
	Iteration 47Q: 3 clusters Score -1.060192e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104771 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
Score: -10601901.000000 Penalty: 1116.306274
	Iteration 48Q: 3 clusters Score -1.06019e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -10601910.000000 Penalty: 1116.306274
	Iteration 49Q: 3 clusters Score -1.060191e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 103980 members 
Entering Unmasked Estep 
Score: -10601785.000000 Penalty: 1116.306274
	Iteration 50Q: 3 clusters Score -1.060178e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110522 members 
Mstep: Class 2 contains 102064 members 
Entering Unmasked Estep 
Score: -10601819.000000 Penalty: 1116.306274
	Iteration 51Q: 3 clusters Score -1.060182e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112504 members 
Mstep: Class 2 contains 100082 members 
Entering Unmasked Estep 
Score: -10601685.000000 Penalty: 1116.306274
	Iteration 52Q: 3 clusters Score -1.060168e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114402 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -10601721.000000 Penalty: 1116.306274
	Iteration 53Q: 3 clusters Score -1.060172e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 96377 members 
Entering Unmasked Estep 
Score: -10601772.000000 Penalty: 1116.306274
	Iteration 54Q: 3 clusters Score -1.060177e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118008 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -10601743.000000 Penalty: 1116.306274
	Iteration 55Q: 3 clusters Score -1.060174e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119819 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -10601777.000000 Penalty: 1116.306274
	Iteration 56Q: 3 clusters Score -1.060178e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121562 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -10601748.000000 Penalty: 1116.306274
	Iteration 57Q: 3 clusters Score -1.060175e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123299 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -10601742.000000 Penalty: 1116.306274
	Iteration 58Q: 3 clusters Score -1.060174e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125013 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -10601675.000000 Penalty: 1116.306274
	Iteration 59Q: 3 clusters Score -1.060168e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126720 members 
Mstep: Class 2 contains 85866 members 
Entering Unmasked Estep 
Score: -10601558.000000 Penalty: 1116.306274
	Iteration 60F: 3 clusters Score -1.060156e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128412 members 
Mstep: Class 2 contains 84174 members 
Entering Unmasked Estep 
Score: -10601580.000000 Penalty: 1116.306274
	Iteration 61Q: 3 clusters Score -1.060158e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130083 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -10601519.000000 Penalty: 1116.306274
	Iteration 62Q: 3 clusters Score -1.060152e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131670 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -10601517.000000 Penalty: 1116.306274
	Iteration 63Q: 3 clusters Score -1.060152e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133219 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -10601507.000000 Penalty: 1116.306274
	Iteration 64Q: 3 clusters Score -1.060151e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134661 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -10601469.000000 Penalty: 1116.306274
	Iteration 65Q: 3 clusters Score -1.060147e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136180 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -10601479.000000 Penalty: 1116.306274
	Iteration 66Q: 3 clusters Score -1.060148e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137656 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -10601459.000000 Penalty: 1116.306274
	Iteration 67Q: 3 clusters Score -1.060146e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -10601453.000000 Penalty: 1116.306274
	Iteration 68Q: 3 clusters Score -1.060145e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140533 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
Score: -10601401.000000 Penalty: 1116.306274
	Iteration 69Q: 3 clusters Score -1.06014e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141957 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -10601432.000000 Penalty: 1116.306274
	Iteration 70Q: 3 clusters Score -1.060143e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -10601402.000000 Penalty: 1116.306274
	Iteration 71Q: 3 clusters Score -1.06014e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144712 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -10601414.000000 Penalty: 1116.306274
	Iteration 72Q: 3 clusters Score -1.060141e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146143 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -10601357.000000 Penalty: 1116.306274
	Iteration 73Q: 3 clusters Score -1.060136e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147575 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -10601226.000000 Penalty: 1116.306274
	Iteration 74Q: 3 clusters Score -1.060123e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148993 members 
Mstep: Class 2 contains 63593 members 
Entering Unmasked Estep 
Score: -10601240.000000 Penalty: 1116.306274
	Iteration 75Q: 3 clusters Score -1.060124e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150402 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -10601179.000000 Penalty: 1116.306274
	Iteration 76Q: 3 clusters Score -1.060118e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151784 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -10601201.000000 Penalty: 1116.306274
	Iteration 77Q: 3 clusters Score -1.06012e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153204 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -10601225.000000 Penalty: 1116.306274
	Iteration 78Q: 3 clusters Score -1.060122e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154612 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -10601236.000000 Penalty: 1116.306274
	Iteration 79Q: 3 clusters Score -1.060124e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156005 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -10601196.000000 Penalty: 1116.306274
	Iteration 80F: 3 clusters Score -1.06012e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -10601184.000000 Penalty: 1116.306274
	Iteration 81Q: 3 clusters Score -1.060118e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158733 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -10601160.000000 Penalty: 1116.306274
	Iteration 82Q: 3 clusters Score -1.060116e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160144 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -10601129.000000 Penalty: 1116.306274
	Iteration 83Q: 3 clusters Score -1.060113e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161554 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -10601267.000000 Penalty: 1116.306274
	Iteration 84Q: 3 clusters Score -1.060127e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162869 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -10601430.000000 Penalty: 1116.306274
	Iteration 85Q: 3 clusters Score -1.060143e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164027 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -10601600.000000 Penalty: 1116.306274
	Iteration 86Q: 3 clusters Score -1.06016e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165082 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -10601766.000000 Penalty: 1116.306274
	Iteration 87Q: 3 clusters Score -1.060177e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166179 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -10601887.000000 Penalty: 1116.306274
	Iteration 88Q: 3 clusters Score -1.060189e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167219 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -10602023.000000 Penalty: 1116.306274
	Iteration 89Q: 3 clusters Score -1.060202e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168148 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -10602157.000000 Penalty: 1116.306274
	Iteration 90Q: 3 clusters Score -1.060216e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169011 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -10602290.000000 Penalty: 1116.306274
	Iteration 91Q: 3 clusters Score -1.060229e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169755 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -10602408.000000 Penalty: 1116.306274
	Iteration 92Q: 3 clusters Score -1.060241e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170459 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -10602456.000000 Penalty: 1116.306274
	Iteration 93Q: 3 clusters Score -1.060246e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171119 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -10602560.000000 Penalty: 1116.306274
	Iteration 94Q: 3 clusters Score -1.060256e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171677 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -10602558.000000 Penalty: 1116.306274
	Iteration 95Q: 3 clusters Score -1.060256e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172144 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -10602598.000000 Penalty: 1116.306274
	Iteration 96Q: 3 clusters Score -1.06026e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172655 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -10602594.000000 Penalty: 1116.306274
	Iteration 97Q: 3 clusters Score -1.060259e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173190 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -10602611.000000 Penalty: 1116.306274
	Iteration 98Q: 3 clusters Score -1.060261e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173688 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -10602701.000000 Penalty: 1116.306274
	Iteration 99Q: 3 clusters Score -1.06027e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174190 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -10602746.000000 Penalty: 1116.306274
	Iteration 100F: 3 clusters Score -1.060275e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174632 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -10602771.000000 Penalty: 1116.306274
	Iteration 101Q: 3 clusters Score -1.060277e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175079 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -10602771.000000 Penalty: 1116.306274
	Iteration 102Q: 3 clusters Score -1.060277e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175490 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -10602754.000000 Penalty: 1116.306274
	Iteration 103Q: 3 clusters Score -1.060275e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175872 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -10602743.000000 Penalty: 1116.306274
	Iteration 104Q: 3 clusters Score -1.060274e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176253 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -10602762.000000 Penalty: 1116.306274
	Iteration 105Q: 3 clusters Score -1.060276e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176598 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -10602717.000000 Penalty: 1116.306274
	Iteration 106Q: 3 clusters Score -1.060272e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176937 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -10602704.000000 Penalty: 1116.306274
	Iteration 107Q: 3 clusters Score -1.06027e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177233 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -10602677.000000 Penalty: 1116.306274
	Iteration 108Q: 3 clusters Score -1.060268e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177539 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -10602652.000000 Penalty: 1116.306274
	Iteration 109Q: 3 clusters Score -1.060265e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177806 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -10602632.000000 Penalty: 1116.306274
	Iteration 110Q: 3 clusters Score -1.060263e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178059 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -10602626.000000 Penalty: 1116.306274
	Iteration 111Q: 3 clusters Score -1.060263e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -10602626.000000 Penalty: 1116.306274
	Iteration 112Q: 3 clusters Score -1.060263e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178503 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -10602610.000000 Penalty: 1116.306274
	Iteration 113Q: 3 clusters Score -1.060261e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178696 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -10602636.000000 Penalty: 1116.306274
	Iteration 114Q: 3 clusters Score -1.060264e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178921 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -10602628.000000 Penalty: 1116.306274
	Iteration 115Q: 3 clusters Score -1.060263e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179132 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -10602649.000000 Penalty: 1116.306274
	Iteration 116Q: 3 clusters Score -1.060265e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179328 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -10602631.000000 Penalty: 1116.306274
	Iteration 117Q: 3 clusters Score -1.060263e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179527 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -10602609.000000 Penalty: 1116.306274
	Iteration 118Q: 3 clusters Score -1.060261e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179705 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -10602637.000000 Penalty: 1116.306274
	Iteration 119Q: 3 clusters Score -1.060264e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179885 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -10602632.000000 Penalty: 1116.306274
	Iteration 120F: 3 clusters Score -1.060263e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180037 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -10602598.000000 Penalty: 1116.306274
	Iteration 121Q: 3 clusters Score -1.06026e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180173 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -10602618.000000 Penalty: 1116.306274
	Iteration 122Q: 3 clusters Score -1.060262e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180330 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -10602575.000000 Penalty: 1116.306274
	Iteration 123Q: 3 clusters Score -1.060258e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180506 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -10602566.000000 Penalty: 1116.306274
	Iteration 124Q: 3 clusters Score -1.060257e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180656 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -10602570.000000 Penalty: 1116.306274
	Iteration 125Q: 3 clusters Score -1.060257e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180800 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -10602563.000000 Penalty: 1116.306274
	Iteration 126Q: 3 clusters Score -1.060256e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180921 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -10602584.000000 Penalty: 1116.306274
	Iteration 127Q: 3 clusters Score -1.060258e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181045 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -10602567.000000 Penalty: 1116.306274
	Iteration 128Q: 3 clusters Score -1.060257e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181200 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -10602544.000000 Penalty: 1116.306274
	Iteration 129Q: 3 clusters Score -1.060254e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181351 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -10602545.000000 Penalty: 1116.306274
	Iteration 130Q: 3 clusters Score -1.060254e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181490 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -10602561.000000 Penalty: 1116.306274
	Iteration 131Q: 3 clusters Score -1.060256e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181622 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -10602531.000000 Penalty: 1116.306274
	Iteration 132Q: 3 clusters Score -1.060253e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181749 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -10602540.000000 Penalty: 1116.306274
	Iteration 133Q: 3 clusters Score -1.060254e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181914 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -10602532.000000 Penalty: 1116.306274
	Iteration 134Q: 3 clusters Score -1.060253e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182104 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -10602502.000000 Penalty: 1116.306274
	Iteration 135Q: 3 clusters Score -1.06025e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182310 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -10602516.000000 Penalty: 1116.306274
	Iteration 136Q: 3 clusters Score -1.060252e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182512 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -10602519.000000 Penalty: 1116.306274
	Iteration 137Q: 3 clusters Score -1.060252e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182698 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -10602515.000000 Penalty: 1116.306274
	Iteration 138Q: 3 clusters Score -1.060252e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182869 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -10602523.000000 Penalty: 1116.306274
	Iteration 139Q: 3 clusters Score -1.060252e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183048 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -10602493.000000 Penalty: 1116.306274
	Iteration 140F: 3 clusters Score -1.060249e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183201 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -10602498.000000 Penalty: 1116.306274
	Iteration 141Q: 3 clusters Score -1.06025e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183365 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -10602499.000000 Penalty: 1116.306274
	Iteration 142Q: 3 clusters Score -1.06025e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183470 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -10602521.000000 Penalty: 1116.306274
	Iteration 143Q: 3 clusters Score -1.060252e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183549 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -10602504.000000 Penalty: 1116.306274
	Iteration 144Q: 3 clusters Score -1.06025e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183617 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -10602499.000000 Penalty: 1116.306274
	Iteration 145Q: 3 clusters Score -1.06025e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183690 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -10602503.000000 Penalty: 1116.306274
	Iteration 146Q: 3 clusters Score -1.06025e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183736 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -10602528.000000 Penalty: 1116.306274
	Iteration 147Q: 3 clusters Score -1.060253e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183803 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -10602512.000000 Penalty: 1116.306274
	Iteration 148Q: 3 clusters Score -1.060251e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183851 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -10602504.000000 Penalty: 1116.306274
	Iteration 149Q: 3 clusters Score -1.06025e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183891 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -10602510.000000 Penalty: 1116.306274
	Iteration 150Q: 3 clusters Score -1.060251e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183936 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -10602516.000000 Penalty: 1116.306274
	Iteration 151Q: 3 clusters Score -1.060252e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183997 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -10602515.000000 Penalty: 1116.306274
	Iteration 152Q: 3 clusters Score -1.060252e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184062 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -10602497.000000 Penalty: 1116.306274
	Iteration 153Q: 3 clusters Score -1.06025e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184126 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -10602501.000000 Penalty: 1116.306274
	Iteration 154Q: 3 clusters Score -1.06025e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184202 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -10602492.000000 Penalty: 1116.306274
	Iteration 155Q: 3 clusters Score -1.060249e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184290 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -10602493.000000 Penalty: 1116.306274
	Iteration 156Q: 3 clusters Score -1.060249e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184362 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -10602500.000000 Penalty: 1116.306274
	Iteration 157Q: 3 clusters Score -1.06025e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184428 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -10602490.000000 Penalty: 1116.306274
	Iteration 158Q: 3 clusters Score -1.060249e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184488 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -10602485.000000 Penalty: 1116.306274
	Iteration 159Q: 3 clusters Score -1.060248e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184549 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -10602486.000000 Penalty: 1116.306274
	Iteration 160F: 3 clusters Score -1.060249e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184610 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -10602480.000000 Penalty: 1116.306274
	Iteration 161Q: 3 clusters Score -1.060248e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184685 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -10602485.000000 Penalty: 1116.306274
	Iteration 162Q: 3 clusters Score -1.060248e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184750 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -10602489.000000 Penalty: 1116.306274
	Iteration 163Q: 3 clusters Score -1.060249e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184808 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -10602483.000000 Penalty: 1116.306274
	Iteration 164Q: 3 clusters Score -1.060248e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184870 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -10602477.000000 Penalty: 1116.306274
	Iteration 165Q: 3 clusters Score -1.060248e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184947 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -10602483.000000 Penalty: 1116.306274
	Iteration 166Q: 3 clusters Score -1.060248e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185001 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -10602491.000000 Penalty: 1116.306274
	Iteration 167Q: 3 clusters Score -1.060249e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185072 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -10602482.000000 Penalty: 1116.306274
	Iteration 168Q: 3 clusters Score -1.060248e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185128 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -10602473.000000 Penalty: 1116.306274
	Iteration 169Q: 3 clusters Score -1.060247e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185180 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -10602461.000000 Penalty: 1116.306274
	Iteration 170Q: 3 clusters Score -1.060246e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185214 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -10602477.000000 Penalty: 1116.306274
	Iteration 171Q: 3 clusters Score -1.060248e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185246 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -10602459.000000 Penalty: 1116.306274
	Iteration 172Q: 3 clusters Score -1.060246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185283 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -10602460.000000 Penalty: 1116.306274
	Iteration 173Q: 3 clusters Score -1.060246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185318 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -10602467.000000 Penalty: 1116.306274
	Iteration 174Q: 3 clusters Score -1.060247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185357 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -10602460.000000 Penalty: 1116.306274
	Iteration 175Q: 3 clusters Score -1.060246e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185388 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -10602452.000000 Penalty: 1116.306274
	Iteration 176Q: 3 clusters Score -1.060245e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185425 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -10602468.000000 Penalty: 1116.306274
	Iteration 177Q: 3 clusters Score -1.060247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185452 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -10602455.000000 Penalty: 1116.306274
	Iteration 178Q: 3 clusters Score -1.060246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185471 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -10602454.000000 Penalty: 1116.306274
	Iteration 179Q: 3 clusters Score -1.060245e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185495 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -10602467.000000 Penalty: 1116.306274
	Iteration 180F: 3 clusters Score -1.060247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185518 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -10602449.000000 Penalty: 1116.306274
	Iteration 181Q: 3 clusters Score -1.060245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185534 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -10602445.000000 Penalty: 1116.306274
	Iteration 182Q: 3 clusters Score -1.060244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185562 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -10602436.000000 Penalty: 1116.306274
	Iteration 183Q: 3 clusters Score -1.060244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185594 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -10602435.000000 Penalty: 1116.306274
	Iteration 184Q: 3 clusters Score -1.060244e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185632 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -10602441.000000 Penalty: 1116.306274
	Iteration 185Q: 3 clusters Score -1.060244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185664 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -10602432.000000 Penalty: 1116.306274
	Iteration 186Q: 3 clusters Score -1.060243e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185708 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -10602430.000000 Penalty: 1116.306274
	Iteration 187Q: 3 clusters Score -1.060243e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185765 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -10602414.000000 Penalty: 1116.306274
	Iteration 188Q: 3 clusters Score -1.060241e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185811 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -10602400.000000 Penalty: 1116.306274
	Iteration 189Q: 3 clusters Score -1.06024e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185849 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -10602397.000000 Penalty: 1116.306274
	Iteration 190Q: 3 clusters Score -1.06024e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185893 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -10602400.000000 Penalty: 1116.306274
	Iteration 191Q: 3 clusters Score -1.06024e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185940 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -10602399.000000 Penalty: 1116.306274
	Iteration 192Q: 3 clusters Score -1.06024e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186020 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -10602402.000000 Penalty: 1116.306274
	Iteration 193Q: 3 clusters Score -1.06024e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186081 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -10602398.000000 Penalty: 1116.306274
	Iteration 194Q: 3 clusters Score -1.06024e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186146 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -10602393.000000 Penalty: 1116.306274
	Iteration 195Q: 3 clusters Score -1.060239e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186191 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -10602414.000000 Penalty: 1116.306274
	Iteration 196Q: 3 clusters Score -1.060241e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186261 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -10602404.000000 Penalty: 1116.306274
	Iteration 197Q: 3 clusters Score -1.06024e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186304 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -10602377.000000 Penalty: 1116.306274
	Iteration 198Q: 3 clusters Score -1.060238e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186345 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -10602369.000000 Penalty: 1116.306274
	Iteration 199Q: 3 clusters Score -1.060237e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186390 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -10602352.000000 Penalty: 1116.306274
	Iteration 200F: 3 clusters Score -1.060235e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186446 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -10602329.000000 Penalty: 1116.306274
	Iteration 201Q: 3 clusters Score -1.060233e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186497 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -10602327.000000 Penalty: 1116.306274
	Iteration 202Q: 3 clusters Score -1.060233e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186547 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -10602342.000000 Penalty: 1116.306274
	Iteration 203Q: 3 clusters Score -1.060234e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186582 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -10602336.000000 Penalty: 1116.306274
	Iteration 204Q: 3 clusters Score -1.060234e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186620 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -10602329.000000 Penalty: 1116.306274
	Iteration 205Q: 3 clusters Score -1.060233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186637 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -10602327.000000 Penalty: 1116.306274
	Iteration 206Q: 3 clusters Score -1.060233e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186675 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -10602332.000000 Penalty: 1116.306274
	Iteration 207Q: 3 clusters Score -1.060233e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186739 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -10602333.000000 Penalty: 1116.306274
	Iteration 208Q: 3 clusters Score -1.060233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186770 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -10602338.000000 Penalty: 1116.306274
	Iteration 209Q: 3 clusters Score -1.060234e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186822 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -10602315.000000 Penalty: 1116.306274
	Iteration 210Q: 3 clusters Score -1.060232e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186855 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -10602323.000000 Penalty: 1116.306274
	Iteration 211Q: 3 clusters Score -1.060232e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186888 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -10602305.000000 Penalty: 1116.306274
	Iteration 212Q: 3 clusters Score -1.06023e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186904 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -10602322.000000 Penalty: 1116.306274
	Iteration 213Q: 3 clusters Score -1.060232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186937 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -10602306.000000 Penalty: 1116.306274
	Iteration 214Q: 3 clusters Score -1.060231e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186961 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -10602301.000000 Penalty: 1116.306274
	Iteration 215Q: 3 clusters Score -1.06023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186980 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -10602303.000000 Penalty: 1116.306274
	Iteration 216Q: 3 clusters Score -1.06023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187007 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -10602303.000000 Penalty: 1116.306274
	Iteration 217Q: 3 clusters Score -1.06023e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187048 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -10602308.000000 Penalty: 1116.306274
	Iteration 218Q: 3 clusters Score -1.060231e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187088 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -10602326.000000 Penalty: 1116.306274
	Iteration 219Q: 3 clusters Score -1.060233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187129 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -10602322.000000 Penalty: 1116.306274
	Iteration 220F: 3 clusters Score -1.060232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187177 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -10602310.000000 Penalty: 1116.306274
	Iteration 221Q: 3 clusters Score -1.060231e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187224 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -10602300.000000 Penalty: 1116.306274
	Iteration 222Q: 3 clusters Score -1.06023e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187264 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -10602298.000000 Penalty: 1116.306274
	Iteration 223Q: 3 clusters Score -1.06023e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187312 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -10602290.000000 Penalty: 1116.306274
	Iteration 224Q: 3 clusters Score -1.060229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187351 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -10602289.000000 Penalty: 1116.306274
	Iteration 225Q: 3 clusters Score -1.060229e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187392 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -10602274.000000 Penalty: 1116.306274
	Iteration 226Q: 3 clusters Score -1.060227e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187441 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -10602286.000000 Penalty: 1116.306274
	Iteration 227Q: 3 clusters Score -1.060229e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187490 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -10602286.000000 Penalty: 1116.306274
	Iteration 228Q: 3 clusters Score -1.060229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187533 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -10602301.000000 Penalty: 1116.306274
	Iteration 229Q: 3 clusters Score -1.06023e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187577 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -10602295.000000 Penalty: 1116.306274
	Iteration 230Q: 3 clusters Score -1.06023e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187625 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -10602300.000000 Penalty: 1116.306274
	Iteration 231Q: 3 clusters Score -1.06023e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187669 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -10602294.000000 Penalty: 1116.306274
	Iteration 232Q: 3 clusters Score -1.060229e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -10602286.000000 Penalty: 1116.306274
	Iteration 233Q: 3 clusters Score -1.060229e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187782 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -10602282.000000 Penalty: 1116.306274
	Iteration 234Q: 3 clusters Score -1.060228e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187837 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -10602284.000000 Penalty: 1116.306274
	Iteration 235Q: 3 clusters Score -1.060228e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187883 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -10602288.000000 Penalty: 1116.306274
	Iteration 236Q: 3 clusters Score -1.060229e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187943 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -10602287.000000 Penalty: 1116.306274
	Iteration 237Q: 3 clusters Score -1.060229e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187997 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -10602282.000000 Penalty: 1116.306274
	Iteration 238Q: 3 clusters Score -1.060228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188037 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -10602257.000000 Penalty: 1116.306274
	Iteration 239Q: 3 clusters Score -1.060226e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188089 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -10602251.000000 Penalty: 1116.306274
	Iteration 240F: 3 clusters Score -1.060225e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188124 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -10602246.000000 Penalty: 1116.306274
	Iteration 241Q: 3 clusters Score -1.060225e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188181 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -10602247.000000 Penalty: 1116.306274
	Iteration 242Q: 3 clusters Score -1.060225e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188240 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -10602233.000000 Penalty: 1116.306274
	Iteration 243Q: 3 clusters Score -1.060223e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188287 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -10602243.000000 Penalty: 1116.306274
	Iteration 244Q: 3 clusters Score -1.060224e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188312 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -10602243.000000 Penalty: 1116.306274
	Iteration 245Q: 3 clusters Score -1.060224e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188337 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -10602240.000000 Penalty: 1116.306274
	Iteration 246Q: 3 clusters Score -1.060224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188350 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -10602239.000000 Penalty: 1116.306274
	Iteration 247Q: 3 clusters Score -1.060224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188361 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -10602236.000000 Penalty: 1116.306274
	Iteration 248Q: 3 clusters Score -1.060224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188363 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -10602228.000000 Penalty: 1116.306274
	Iteration 249Q: 3 clusters Score -1.060223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188360 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -10602234.000000 Penalty: 1116.306274
	Iteration 250Q: 3 clusters Score -1.060223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188362 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -10602233.000000 Penalty: 1116.306274
	Iteration 251Q: 3 clusters Score -1.060223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188364 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -10602231.000000 Penalty: 1116.306274
	Iteration 252Q: 3 clusters Score -1.060223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188368 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -10602233.000000 Penalty: 1116.306274
	Iteration 253Q: 3 clusters Score -1.060223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188374 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -10602229.000000 Penalty: 1116.306274
	Iteration 254Q: 3 clusters Score -1.060223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188380 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -10602234.000000 Penalty: 1116.306274
	Iteration 255Q: 3 clusters Score -1.060223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188406 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -10602230.000000 Penalty: 1116.306274
	Iteration 256Q: 3 clusters Score -1.060223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188413 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -10602222.000000 Penalty: 1116.306274
	Iteration 257Q: 3 clusters Score -1.060222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188424 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -10602226.000000 Penalty: 1116.306274
	Iteration 258Q: 3 clusters Score -1.060223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188445 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -10602228.000000 Penalty: 1116.306274
	Iteration 259Q: 3 clusters Score -1.060223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188471 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -10602216.000000 Penalty: 1116.306274
	Iteration 260F: 3 clusters Score -1.060222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188494 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -10602216.000000 Penalty: 1116.306274
	Iteration 261Q: 3 clusters Score -1.060222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188525 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -10602189.000000 Penalty: 1116.306274
	Iteration 262Q: 3 clusters Score -1.060219e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188557 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -10602206.000000 Penalty: 1116.306274
	Iteration 263Q: 3 clusters Score -1.060221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188587 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -10602205.000000 Penalty: 1116.306274
	Iteration 264Q: 3 clusters Score -1.06022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188610 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -10602220.000000 Penalty: 1116.306274
	Iteration 265Q: 3 clusters Score -1.060222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188628 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -10602211.000000 Penalty: 1116.306274
	Iteration 266Q: 3 clusters Score -1.060221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188642 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -10602220.000000 Penalty: 1116.306274
	Iteration 267Q: 3 clusters Score -1.060222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188661 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -10602225.000000 Penalty: 1116.306274
	Iteration 268Q: 3 clusters Score -1.060222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188691 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -10602224.000000 Penalty: 1116.306274
	Iteration 269Q: 3 clusters Score -1.060222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188723 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -10602218.000000 Penalty: 1116.306274
	Iteration 270Q: 3 clusters Score -1.060222e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188738 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -10602223.000000 Penalty: 1116.306274
	Iteration 271Q: 3 clusters Score -1.060222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188770 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -10602210.000000 Penalty: 1116.306274
	Iteration 272Q: 3 clusters Score -1.060221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188797 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -10602219.000000 Penalty: 1116.306274
	Iteration 273Q: 3 clusters Score -1.060222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188829 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -10602222.000000 Penalty: 1116.306274
	Iteration 274Q: 3 clusters Score -1.060222e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188868 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -10602206.000000 Penalty: 1116.306274
	Iteration 275Q: 3 clusters Score -1.060221e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188907 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -10602227.000000 Penalty: 1116.306274
	Iteration 276Q: 3 clusters Score -1.060223e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188939 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -10602237.000000 Penalty: 1116.306274
	Iteration 277Q: 3 clusters Score -1.060224e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188992 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -10602229.000000 Penalty: 1116.306274
	Iteration 278Q: 3 clusters Score -1.060223e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189060 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -10602241.000000 Penalty: 1116.306274
	Iteration 279Q: 3 clusters Score -1.060224e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189097 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -10602225.000000 Penalty: 1116.306274
	Iteration 280F: 3 clusters Score -1.060222e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189135 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -10602221.000000 Penalty: 1116.306274
	Iteration 281Q: 3 clusters Score -1.060222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189167 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -10602226.000000 Penalty: 1116.306274
	Iteration 282Q: 3 clusters Score -1.060223e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189186 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -10602214.000000 Penalty: 1116.306274
	Iteration 283Q: 3 clusters Score -1.060221e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189220 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -10602207.000000 Penalty: 1116.306274
	Iteration 284Q: 3 clusters Score -1.060221e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189251 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -10602195.000000 Penalty: 1116.306274
	Iteration 285Q: 3 clusters Score -1.06022e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189278 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -10602196.000000 Penalty: 1116.306274
	Iteration 286Q: 3 clusters Score -1.06022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189304 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -10602194.000000 Penalty: 1116.306274
	Iteration 287Q: 3 clusters Score -1.060219e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189331 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -10602199.000000 Penalty: 1116.306274
	Iteration 288Q: 3 clusters Score -1.06022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189335 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -10602197.000000 Penalty: 1116.306274
	Iteration 289Q: 3 clusters Score -1.06022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189354 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -10602205.000000 Penalty: 1116.306274
	Iteration 290Q: 3 clusters Score -1.06022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189360 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -10602204.000000 Penalty: 1116.306274
	Iteration 291Q: 3 clusters Score -1.06022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189357 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -10602212.000000 Penalty: 1116.306274
	Iteration 292Q: 3 clusters Score -1.060221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189363 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -10602208.000000 Penalty: 1116.306274
	Iteration 293Q: 3 clusters Score -1.060221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189366 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -10602213.000000 Penalty: 1116.306274
	Iteration 294Q: 3 clusters Score -1.060221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189378 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -10602217.000000 Penalty: 1116.306274
	Iteration 295Q: 3 clusters Score -1.060222e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189412 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -10602218.000000 Penalty: 1116.306274
	Iteration 296Q: 3 clusters Score -1.060222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189431 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -10602202.000000 Penalty: 1116.306274
	Iteration 297Q: 3 clusters Score -1.06022e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189464 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -10602206.000000 Penalty: 1116.306274
	Iteration 298Q: 3 clusters Score -1.060221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189479 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -10602216.000000 Penalty: 1116.306274
	Iteration 299Q: 3 clusters Score -1.060222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189491 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -10602215.000000 Penalty: 1116.306274
	Iteration 300F: 3 clusters Score -1.060222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189500 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -10602209.000000 Penalty: 1116.306274
	Iteration 301Q: 3 clusters Score -1.060221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189524 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -10602198.000000 Penalty: 1116.306274
	Iteration 302Q: 3 clusters Score -1.06022e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189550 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -10602214.000000 Penalty: 1116.306274
	Iteration 303Q: 3 clusters Score -1.060221e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189580 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -10602211.000000 Penalty: 1116.306274
	Iteration 304Q: 3 clusters Score -1.060221e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189623 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -10602208.000000 Penalty: 1116.306274
	Iteration 305Q: 3 clusters Score -1.060221e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189651 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -10602205.000000 Penalty: 1116.306274
	Iteration 306Q: 3 clusters Score -1.06022e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189688 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -10602239.000000 Penalty: 1116.306274
	Iteration 307Q: 3 clusters Score -1.060224e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189728 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -10602233.000000 Penalty: 1116.306274
	Iteration 308Q: 3 clusters Score -1.060223e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189774 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -10602223.000000 Penalty: 1116.306274
	Iteration 309Q: 3 clusters Score -1.060222e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189831 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -10602216.000000 Penalty: 1116.306274
	Iteration 310Q: 3 clusters Score -1.060222e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189871 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -10602211.000000 Penalty: 1116.306274
	Iteration 311Q: 3 clusters Score -1.060221e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189918 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -10602210.000000 Penalty: 1116.306274
	Iteration 312Q: 3 clusters Score -1.060221e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189953 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -10602214.000000 Penalty: 1116.306274
	Iteration 313Q: 3 clusters Score -1.060221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189983 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -10602199.000000 Penalty: 1116.306274
	Iteration 314Q: 3 clusters Score -1.06022e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190020 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -10602186.000000 Penalty: 1116.306274
	Iteration 315Q: 3 clusters Score -1.060219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190046 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -10602175.000000 Penalty: 1116.306274
	Iteration 316Q: 3 clusters Score -1.060218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190067 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -10602185.000000 Penalty: 1116.306274
	Iteration 317Q: 3 clusters Score -1.060218e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190093 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -10602183.000000 Penalty: 1116.306274
	Iteration 318Q: 3 clusters Score -1.060218e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190141 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -10602180.000000 Penalty: 1116.306274
	Iteration 319Q: 3 clusters Score -1.060218e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190180 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -10602169.000000 Penalty: 1116.306274
	Iteration 320F: 3 clusters Score -1.060217e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190224 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -10602176.000000 Penalty: 1116.306274
	Iteration 321Q: 3 clusters Score -1.060218e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190273 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -10602183.000000 Penalty: 1116.306274
	Iteration 322Q: 3 clusters Score -1.060218e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190331 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -10602208.000000 Penalty: 1116.306274
	Iteration 323Q: 3 clusters Score -1.060221e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190385 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -10602188.000000 Penalty: 1116.306274
	Iteration 324Q: 3 clusters Score -1.060219e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190437 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -10602176.000000 Penalty: 1116.306274
	Iteration 325Q: 3 clusters Score -1.060218e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190485 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -10602165.000000 Penalty: 1116.306274
	Iteration 326Q: 3 clusters Score -1.060216e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190533 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -10602158.000000 Penalty: 1116.306274
	Iteration 327Q: 3 clusters Score -1.060216e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190592 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -10602159.000000 Penalty: 1116.306274
	Iteration 328Q: 3 clusters Score -1.060216e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190661 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -10602155.000000 Penalty: 1116.306274
	Iteration 329Q: 3 clusters Score -1.060216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190689 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -10602135.000000 Penalty: 1116.306274
	Iteration 330Q: 3 clusters Score -1.060214e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190734 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -10602131.000000 Penalty: 1116.306274
	Iteration 331Q: 3 clusters Score -1.060213e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190794 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -10602137.000000 Penalty: 1116.306274
	Iteration 332Q: 3 clusters Score -1.060214e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190859 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -10602106.000000 Penalty: 1116.306274
	Iteration 333Q: 3 clusters Score -1.060211e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190902 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -10602114.000000 Penalty: 1116.306274
	Iteration 334Q: 3 clusters Score -1.060211e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190943 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -10602112.000000 Penalty: 1116.306274
	Iteration 335Q: 3 clusters Score -1.060211e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190979 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -10602088.000000 Penalty: 1116.306274
	Iteration 336Q: 3 clusters Score -1.060209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191003 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -10602095.000000 Penalty: 1116.306274
	Iteration 337Q: 3 clusters Score -1.06021e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191031 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -10602092.000000 Penalty: 1116.306274
	Iteration 338Q: 3 clusters Score -1.060209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191050 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -10602072.000000 Penalty: 1116.306274
	Iteration 339Q: 3 clusters Score -1.060207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191076 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -10602084.000000 Penalty: 1116.306274
	Iteration 340F: 3 clusters Score -1.060208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191090 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -10602079.000000 Penalty: 1116.306274
	Iteration 341Q: 3 clusters Score -1.060208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191109 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -10602084.000000 Penalty: 1116.306274
	Iteration 342Q: 3 clusters Score -1.060208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191121 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -10602089.000000 Penalty: 1116.306274
	Iteration 343Q: 3 clusters Score -1.060209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191133 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -10602086.000000 Penalty: 1116.306274
	Iteration 344Q: 3 clusters Score -1.060209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191145 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -10602092.000000 Penalty: 1116.306274
	Iteration 345Q: 3 clusters Score -1.060209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191154 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -10602093.000000 Penalty: 1116.306274
	Iteration 346Q: 3 clusters Score -1.060209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191167 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -10602083.000000 Penalty: 1116.306274
	Iteration 347Q: 3 clusters Score -1.060208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191179 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -10602086.000000 Penalty: 1116.306274
	Iteration 348Q: 3 clusters Score -1.060209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191179 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -10602072.000000 Penalty: 1116.306274
	Iteration 349Q: 3 clusters Score -1.060207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191183 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -10602074.000000 Penalty: 1116.306274
	Iteration 350Q: 3 clusters Score -1.060207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191188 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -10602079.000000 Penalty: 1116.306274
	Iteration 351Q: 3 clusters Score -1.060208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191199 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -10602077.000000 Penalty: 1116.306274
	Iteration 352Q: 3 clusters Score -1.060208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191204 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -10602073.000000 Penalty: 1116.306274
	Iteration 353Q: 3 clusters Score -1.060207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191206 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -10602072.000000 Penalty: 1116.306274
	Iteration 354Q: 3 clusters Score -1.060207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191208 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -10602073.000000 Penalty: 1116.306274
	Iteration 355Q: 3 clusters Score -1.060207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191212 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -10602075.000000 Penalty: 1116.306274
	Iteration 356Q: 3 clusters Score -1.060208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191215 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -10602072.000000 Penalty: 1116.306274
	Iteration 357Q: 3 clusters Score -1.060207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191220 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -10602075.000000 Penalty: 1116.306274
	Iteration 358Q: 3 clusters Score -1.060208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191235 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -10602059.000000 Penalty: 1116.306274
	Iteration 359Q: 3 clusters Score -1.060206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191237 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -10602051.000000 Penalty: 1116.306274
	Iteration 360F: 3 clusters Score -1.060205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191241 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -10602049.000000 Penalty: 1116.306274
	Iteration 361Q: 3 clusters Score -1.060205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191247 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -10602050.000000 Penalty: 1116.306274
	Iteration 362Q: 3 clusters Score -1.060205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191255 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -10602042.000000 Penalty: 1116.306274
	Iteration 363Q: 3 clusters Score -1.060204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191266 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -10602046.000000 Penalty: 1116.306274
	Iteration 364Q: 3 clusters Score -1.060205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191272 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -10602050.000000 Penalty: 1116.306274
	Iteration 365Q: 3 clusters Score -1.060205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191268 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -10602046.000000 Penalty: 1116.306274
	Iteration 366Q: 3 clusters Score -1.060205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191271 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -10602047.000000 Penalty: 1116.306274
	Iteration 367Q: 3 clusters Score -1.060205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191274 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -10602048.000000 Penalty: 1116.306274
	Iteration 368Q: 3 clusters Score -1.060205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191284 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -10602042.000000 Penalty: 1116.306274
	Iteration 369Q: 3 clusters Score -1.060204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191295 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -10602050.000000 Penalty: 1116.306274
	Iteration 370Q: 3 clusters Score -1.060205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191302 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -10602050.000000 Penalty: 1116.306274
	Iteration 371Q: 3 clusters Score -1.060205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191309 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -10602053.000000 Penalty: 1116.306274
	Iteration 372Q: 3 clusters Score -1.060205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191321 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -10602045.000000 Penalty: 1116.306274
	Iteration 373Q: 3 clusters Score -1.060204e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191344 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -10602045.000000 Penalty: 1116.306274
	Iteration 374Q: 3 clusters Score -1.060204e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191388 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -10602051.000000 Penalty: 1116.306274
	Iteration 375Q: 3 clusters Score -1.060205e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191434 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -10602051.000000 Penalty: 1116.306274
	Iteration 376Q: 3 clusters Score -1.060205e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191468 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -10602022.000000 Penalty: 1116.306274
	Iteration 377Q: 3 clusters Score -1.060202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191501 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -10602030.000000 Penalty: 1116.306274
	Iteration 378Q: 3 clusters Score -1.060203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191527 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -10602018.000000 Penalty: 1116.306274
	Iteration 379Q: 3 clusters Score -1.060202e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191560 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -10602022.000000 Penalty: 1116.306274
	Iteration 380F: 3 clusters Score -1.060202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191598 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -10602023.000000 Penalty: 1116.306274
	Iteration 381Q: 3 clusters Score -1.060202e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191635 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -10602026.000000 Penalty: 1116.306274
	Iteration 382Q: 3 clusters Score -1.060203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191667 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -10602043.000000 Penalty: 1116.306274
	Iteration 383Q: 3 clusters Score -1.060204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191680 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -10602041.000000 Penalty: 1116.306274
	Iteration 384Q: 3 clusters Score -1.060204e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191691 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -10602041.000000 Penalty: 1116.306274
	Iteration 385Q: 3 clusters Score -1.060204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191708 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -10602030.000000 Penalty: 1116.306274
	Iteration 386Q: 3 clusters Score -1.060203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191719 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -10602036.000000 Penalty: 1116.306274
	Iteration 387Q: 3 clusters Score -1.060204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191731 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -10602036.000000 Penalty: 1116.306274
	Iteration 388Q: 3 clusters Score -1.060204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191739 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -10602037.000000 Penalty: 1116.306274
	Iteration 389Q: 3 clusters Score -1.060204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191742 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -10602041.000000 Penalty: 1116.306274
	Iteration 390Q: 3 clusters Score -1.060204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191744 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -10602038.000000 Penalty: 1116.306274
	Iteration 391Q: 3 clusters Score -1.060204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191746 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -10602036.000000 Penalty: 1116.306274
	Iteration 392Q: 3 clusters Score -1.060204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191747 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -10602035.000000 Penalty: 1116.306274
	Iteration 393Q: 3 clusters Score -1.060204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191751 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -10602033.000000 Penalty: 1116.306274
	Iteration 394Q: 3 clusters Score -1.060203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191753 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -10602031.000000 Penalty: 1116.306274
	Iteration 395Q: 3 clusters Score -1.060203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191755 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -10602031.000000 Penalty: 1116.306274
	Iteration 396Q: 3 clusters Score -1.060203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191756 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -10602029.000000 Penalty: 1116.306274
	Iteration 397Q: 3 clusters Score -1.060203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191757 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -10602032.000000 Penalty: 1116.306274
	Iteration 398Q: 3 clusters Score -1.060203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191754 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -10602034.000000 Penalty: 1116.306274
	Iteration 399Q: 3 clusters Score -1.060203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191755 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -10602034.000000 Penalty: 1116.306274
	Iteration 400F: 3 clusters Score -1.060203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191759 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -10602035.000000 Penalty: 1116.306274
	Iteration 401Q: 3 clusters Score -1.060204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191761 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -10602032.000000 Penalty: 1116.306274
	Iteration 402Q: 3 clusters Score -1.060203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191772 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -10602028.000000 Penalty: 1116.306274
	Iteration 403Q: 3 clusters Score -1.060203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191782 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -10602027.000000 Penalty: 1116.306274
	Iteration 404Q: 3 clusters Score -1.060203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191791 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -10602023.000000 Penalty: 1116.306274
	Iteration 405Q: 3 clusters Score -1.060202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191797 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -10602032.000000 Penalty: 1116.306274
	Iteration 406Q: 3 clusters Score -1.060203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191810 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -10602033.000000 Penalty: 1116.306274
	Iteration 407Q: 3 clusters Score -1.060203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191817 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -10602030.000000 Penalty: 1116.306274
	Iteration 408Q: 3 clusters Score -1.060203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191827 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -10602026.000000 Penalty: 1116.306274
	Iteration 409Q: 3 clusters Score -1.060203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191842 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -10602025.000000 Penalty: 1116.306274
	Iteration 410Q: 3 clusters Score -1.060202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191850 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -10602023.000000 Penalty: 1116.306274
	Iteration 411Q: 3 clusters Score -1.060202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191859 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -10602028.000000 Penalty: 1116.306274
	Iteration 412Q: 3 clusters Score -1.060203e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191880 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -10602021.000000 Penalty: 1116.306274
	Iteration 413Q: 3 clusters Score -1.060202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191891 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -10602027.000000 Penalty: 1116.306274
	Iteration 414Q: 3 clusters Score -1.060203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191904 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -10602040.000000 Penalty: 1116.306274
	Iteration 415Q: 3 clusters Score -1.060204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191910 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -10602042.000000 Penalty: 1116.306274
	Iteration 416Q: 3 clusters Score -1.060204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191913 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -10602033.000000 Penalty: 1116.306274
	Iteration 417Q: 3 clusters Score -1.060203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191914 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -10602029.000000 Penalty: 1116.306274
	Iteration 418Q: 3 clusters Score -1.060203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191916 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -10602024.000000 Penalty: 1116.306274
	Iteration 419Q: 3 clusters Score -1.060202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191917 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -10602024.000000 Penalty: 1116.306274
	Iteration 420F: 3 clusters Score -1.060202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191917 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -10602020.000000 Penalty: 1116.306274
	Iteration 421Q: 3 clusters Score -1.060202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191918 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -10602031.000000 Penalty: 1116.306274
	Iteration 422Q: 3 clusters Score -1.060203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191921 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -10602027.000000 Penalty: 1116.306274
	Iteration 423Q: 3 clusters Score -1.060203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191925 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -10602030.000000 Penalty: 1116.306274
	Iteration 424Q: 3 clusters Score -1.060203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191926 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -10602032.000000 Penalty: 1116.306274
	Iteration 425Q: 3 clusters Score -1.060203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191929 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -10602035.000000 Penalty: 1116.306274
	Iteration 426Q: 3 clusters Score -1.060204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191931 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -10602033.000000 Penalty: 1116.306274
	Iteration 427Q: 3 clusters Score -1.060203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191938 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -10602045.000000 Penalty: 1116.306274
	Iteration 428Q: 3 clusters Score -1.060204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191951 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -10602042.000000 Penalty: 1116.306274
	Iteration 429Q: 3 clusters Score -1.060204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191967 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -10602017.000000 Penalty: 1116.306274
	Iteration 430Q: 3 clusters Score -1.060202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191981 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -10602008.000000 Penalty: 1116.306274
	Iteration 431Q: 3 clusters Score -1.060201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191991 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -10602005.000000 Penalty: 1116.306274
	Iteration 432Q: 3 clusters Score -1.0602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191998 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -10601997.000000 Penalty: 1116.306274
	Iteration 433Q: 3 clusters Score -1.0602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192010 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -10601995.000000 Penalty: 1116.306274
	Iteration 434Q: 3 clusters Score -1.0602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192012 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -10601990.000000 Penalty: 1116.306274
	Iteration 435Q: 3 clusters Score -1.060199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192017 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -10602002.000000 Penalty: 1116.306274
	Iteration 436Q: 3 clusters Score -1.0602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192023 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -10601999.000000 Penalty: 1116.306274
	Iteration 437Q: 3 clusters Score -1.0602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192027 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -10601999.000000 Penalty: 1116.306274
	Iteration 438Q: 3 clusters Score -1.0602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192035 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -10601999.000000 Penalty: 1116.306274
	Iteration 439Q: 3 clusters Score -1.0602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192042 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -10601996.000000 Penalty: 1116.306274
	Iteration 440F: 3 clusters Score -1.0602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192047 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -10602001.000000 Penalty: 1116.306274
	Iteration 441Q: 3 clusters Score -1.0602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192051 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -10602005.000000 Penalty: 1116.306274
	Iteration 442Q: 3 clusters Score -1.0602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192059 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -10602004.000000 Penalty: 1116.306274
	Iteration 443Q: 3 clusters Score -1.0602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192065 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -10601998.000000 Penalty: 1116.306274
	Iteration 444Q: 3 clusters Score -1.0602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192067 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -10602000.000000 Penalty: 1116.306274
	Iteration 445Q: 3 clusters Score -1.0602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192074 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -10602003.000000 Penalty: 1116.306274
	Iteration 446Q: 3 clusters Score -1.0602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192075 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -10601996.000000 Penalty: 1116.306274
	Iteration 447Q: 3 clusters Score -1.0602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192076 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -10601999.000000 Penalty: 1116.306274
	Iteration 448Q: 3 clusters Score -1.0602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192076 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -10601999.000000 Penalty: 1116.306274
	Iteration 449F: 3 clusters Score -1.0602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 192076 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 20510 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 678 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 220690 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
Score: -90685648.000000 Penalty: 40880.046875
Splitting cluster 25 changes total score from -90685368.000000 to -90685648.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (5377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Entering Unmasked Estep 
Score: -249906.375000 Penalty: 390.839813
	Iteration 0F: 2 clusters Score -249906.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -246308.234375 Penalty: 781.679626
	Iteration 0F: 3 clusters Score -246308.2 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -247705.453125 Penalty: 781.679626
	Iteration 1F: 3 clusters Score -247705.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -247962.937500 Penalty: 781.679626
	Iteration 2F: 3 clusters Score -247962.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -248206.296875 Penalty: 781.679626
	Iteration 3F: 3 clusters Score -248206.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -248418.375000 Penalty: 781.679626
	Iteration 4F: 3 clusters Score -248418.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -248607.500000 Penalty: 781.679626
	Iteration 5F: 3 clusters Score -248607.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -248756.828125 Penalty: 781.679626
	Iteration 6Q: 3 clusters Score -248756.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -248883.843750 Penalty: 781.679626
	Iteration 7Q: 3 clusters Score -248883.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -248991.281250 Penalty: 781.679626
	Iteration 8Q: 3 clusters Score -248991.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -249063.453125 Penalty: 781.679626
	Iteration 9Q: 3 clusters Score -249063.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -249115.125000 Penalty: 781.679626
	Iteration 10Q: 3 clusters Score -249115.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -249166.062500 Penalty: 781.679626
	Iteration 11Q: 3 clusters Score -249166.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -249205.015625 Penalty: 781.679626
	Iteration 12Q: 3 clusters Score -249205 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -249242.578125 Penalty: 781.679626
	Iteration 13Q: 3 clusters Score -249242.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -249266.125000 Penalty: 781.679626
	Iteration 14Q: 3 clusters Score -249266.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -249288.765625 Penalty: 781.679626
	Iteration 15Q: 3 clusters Score -249288.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -249318.421875 Penalty: 781.679626
	Iteration 16Q: 3 clusters Score -249318.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -249357.593750 Penalty: 781.679626
	Iteration 17Q: 3 clusters Score -249357.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -249397.906250 Penalty: 781.679626
	Iteration 18Q: 3 clusters Score -249397.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -249429.328125 Penalty: 781.679626
	Iteration 19Q: 3 clusters Score -249429.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -249443.125000 Penalty: 781.679626
	Iteration 20F: 3 clusters Score -249443.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -249463.734375 Penalty: 781.679626
	Iteration 21Q: 3 clusters Score -249463.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -249479.125000 Penalty: 781.679626
	Iteration 22Q: 3 clusters Score -249479.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -249494.500000 Penalty: 781.679626
	Iteration 23Q: 3 clusters Score -249494.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -249511.125000 Penalty: 781.679626
	Iteration 24Q: 3 clusters Score -249511.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -249522.406250 Penalty: 781.679626
	Iteration 25Q: 3 clusters Score -249522.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -249532.750000 Penalty: 781.679626
	Iteration 26Q: 3 clusters Score -249532.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -249537.718750 Penalty: 781.679626
	Iteration 27Q: 3 clusters Score -249537.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -249541.437500 Penalty: 781.679626
	Iteration 28Q: 3 clusters Score -249541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -249542.750000 Penalty: 781.679626
	Iteration 29Q: 3 clusters Score -249542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -249543.656250 Penalty: 781.679626
	Iteration 30Q: 3 clusters Score -249543.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -249546.265625 Penalty: 781.679626
	Iteration 31Q: 3 clusters Score -249546.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -249547.187500 Penalty: 781.679626
	Iteration 32Q: 3 clusters Score -249547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -249548.453125 Penalty: 781.679626
	Iteration 33Q: 3 clusters Score -249548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -249548.750000 Penalty: 781.679626
	Iteration 34Q: 3 clusters Score -249548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -249549.125000 Penalty: 781.679626
	Iteration 35Q: 3 clusters Score -249549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -249549.843750 Penalty: 781.679626
	Iteration 36Q: 3 clusters Score -249549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -249549.968750 Penalty: 781.679626
	Iteration 37Q: 3 clusters Score -249550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -249549.921875 Penalty: 781.679626
	Iteration 38Q: 3 clusters Score -249549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -249549.921875 Penalty: 781.679626
	Iteration 39F: 3 clusters Score -249549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -129681.523438 Penalty: 359.242340
	Iteration 0F: 2 clusters Score -129681.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -127798.726562 Penalty: 718.484680
	Iteration 0F: 3 clusters Score -127798.7 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -128379.359375 Penalty: 718.484680
	Iteration 1F: 3 clusters Score -128379.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -128467.242188 Penalty: 718.484680
	Iteration 2F: 3 clusters Score -128467.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -128544.195312 Penalty: 718.484680
	Iteration 3F: 3 clusters Score -128544.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -128601.734375 Penalty: 718.484680
	Iteration 4Q: 3 clusters Score -128601.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -128666.164062 Penalty: 718.484680
	Iteration 5Q: 3 clusters Score -128666.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -128715.804688 Penalty: 718.484680
	Iteration 6Q: 3 clusters Score -128715.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -128780.265625 Penalty: 718.484680
	Iteration 7Q: 3 clusters Score -128780.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -128863.523438 Penalty: 718.484680
	Iteration 8Q: 3 clusters Score -128863.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -128941.570312 Penalty: 718.484680
	Iteration 9Q: 3 clusters Score -128941.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -129008.187500 Penalty: 718.484680
	Iteration 10Q: 3 clusters Score -129008.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -129064.015625 Penalty: 718.484680
	Iteration 11Q: 3 clusters Score -129064 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -129102.953125 Penalty: 718.484680
	Iteration 12Q: 3 clusters Score -129103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -129128.367188 Penalty: 718.484680
	Iteration 13Q: 3 clusters Score -129128.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -129157.273438 Penalty: 718.484680
	Iteration 14Q: 3 clusters Score -129157.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -129191.781250 Penalty: 718.484680
	Iteration 15Q: 3 clusters Score -129191.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -129212.523438 Penalty: 718.484680
	Iteration 16Q: 3 clusters Score -129212.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -129226.468750 Penalty: 718.484680
	Iteration 17Q: 3 clusters Score -129226.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -129240.656250 Penalty: 718.484680
	Iteration 18Q: 3 clusters Score -129240.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -129248.968750 Penalty: 718.484680
	Iteration 19Q: 3 clusters Score -129249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -129255.156250 Penalty: 718.484680
	Iteration 20F: 3 clusters Score -129255.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -129259.937500 Penalty: 718.484680
	Iteration 21Q: 3 clusters Score -129259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -129263.484375 Penalty: 718.484680
	Iteration 22Q: 3 clusters Score -129263.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -129266.726562 Penalty: 718.484680
	Iteration 23Q: 3 clusters Score -129266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -129269.875000 Penalty: 718.484680
	Iteration 24Q: 3 clusters Score -129269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -129271.320312 Penalty: 718.484680
	Iteration 25Q: 3 clusters Score -129271.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -129272.414062 Penalty: 718.484680
	Iteration 26Q: 3 clusters Score -129272.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -129275.257812 Penalty: 718.484680
	Iteration 27Q: 3 clusters Score -129275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -129277.304688 Penalty: 718.484680
	Iteration 28Q: 3 clusters Score -129277.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -129283.460938 Penalty: 718.484680
	Iteration 29Q: 3 clusters Score -129283.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -129289.835938 Penalty: 718.484680
	Iteration 30Q: 3 clusters Score -129289.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -129296.914062 Penalty: 718.484680
	Iteration 31Q: 3 clusters Score -129296.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -129304.023438 Penalty: 718.484680
	Iteration 32Q: 3 clusters Score -129304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -129312.046875 Penalty: 718.484680
	Iteration 33Q: 3 clusters Score -129312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -129315.320312 Penalty: 718.484680
	Iteration 34Q: 3 clusters Score -129315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -129317.648438 Penalty: 718.484680
	Iteration 35Q: 3 clusters Score -129317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -129321.054688 Penalty: 718.484680
	Iteration 36Q: 3 clusters Score -129321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -129323.031250 Penalty: 718.484680
	Iteration 37Q: 3 clusters Score -129323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -129324.515625 Penalty: 718.484680
	Iteration 38Q: 3 clusters Score -129324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -129326.664062 Penalty: 718.484680
	Iteration 39Q: 3 clusters Score -129326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -129328.031250 Penalty: 718.484680
	Iteration 40F: 3 clusters Score -129328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -129328.476562 Penalty: 718.484680
	Iteration 41Q: 3 clusters Score -129328.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -129328.476562 Penalty: 718.484680
	Iteration 42F: 3 clusters Score -129328.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Entering Unmasked Estep 
Score: -2096466.500000 Penalty: 487.844482
	Iteration 0F: 2 clusters Score -2096466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2065957.500000 Penalty: 975.688965
	Iteration 0F: 3 clusters Score -2065958 nChanged 21980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2079717.250000 Penalty: 975.688965
	Iteration 1F: 3 clusters Score -2079717 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2080238.125000 Penalty: 975.688965
	Iteration 2Q: 3 clusters Score -2080238 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2080973.750000 Penalty: 975.688965
	Iteration 3Q: 3 clusters Score -2080974 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2082056.375000 Penalty: 975.688965
	Iteration 4Q: 3 clusters Score -2082056 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2083681.375000 Penalty: 975.688965
	Iteration 5F: 3 clusters Score -2083681 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2085885.875000 Penalty: 975.688965
	Iteration 6F: 3 clusters Score -2085886 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2087962.500000 Penalty: 975.688965
	Iteration 7F: 3 clusters Score -2087962 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2089161.125000 Penalty: 975.688965
	Iteration 8Q: 3 clusters Score -2089161 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2089687.500000 Penalty: 975.688965
	Iteration 9Q: 3 clusters Score -2089688 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2089982.625000 Penalty: 975.688965
	Iteration 10Q: 3 clusters Score -2089983 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2090251.125000 Penalty: 975.688965
	Iteration 11Q: 3 clusters Score -2090251 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2090494.250000 Penalty: 975.688965
	Iteration 12Q: 3 clusters Score -2090494 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2090737.250000 Penalty: 975.688965
	Iteration 13Q: 3 clusters Score -2090737 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2090979.750000 Penalty: 975.688965
	Iteration 14Q: 3 clusters Score -2090980 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2091229.000000 Penalty: 975.688965
	Iteration 15Q: 3 clusters Score -2091229 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2091459.375000 Penalty: 975.688965
	Iteration 16Q: 3 clusters Score -2091459 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2091708.500000 Penalty: 975.688965
	Iteration 17Q: 3 clusters Score -2091708 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2091994.750000 Penalty: 975.688965
	Iteration 18Q: 3 clusters Score -2091995 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2092317.750000 Penalty: 975.688965
	Iteration 19Q: 3 clusters Score -2092318 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2092671.875000 Penalty: 975.688965
	Iteration 20F: 3 clusters Score -2092672 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2093050.750000 Penalty: 975.688965
	Iteration 21Q: 3 clusters Score -2093051 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2093429.625000 Penalty: 975.688965
	Iteration 22Q: 3 clusters Score -2093430 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2093821.875000 Penalty: 975.688965
	Iteration 23Q: 3 clusters Score -2093822 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2094256.875000 Penalty: 975.688965
	Iteration 24Q: 3 clusters Score -2094257 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2094646.875000 Penalty: 975.688965
	Iteration 25Q: 3 clusters Score -2094647 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2094977.500000 Penalty: 975.688965
	Iteration 26Q: 3 clusters Score -2094978 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2095226.500000 Penalty: 975.688965
	Iteration 27Q: 3 clusters Score -2095226 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2095414.625000 Penalty: 975.688965
	Iteration 28Q: 3 clusters Score -2095415 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2095538.000000 Penalty: 975.688965
	Iteration 29Q: 3 clusters Score -2095538 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2095645.750000 Penalty: 975.688965
	Iteration 30Q: 3 clusters Score -2095646 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2095731.875000 Penalty: 975.688965
	Iteration 31Q: 3 clusters Score -2095732 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2095786.000000 Penalty: 975.688965
	Iteration 32Q: 3 clusters Score -2095786 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2095812.375000 Penalty: 975.688965
	Iteration 33Q: 3 clusters Score -2095812 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2095838.750000 Penalty: 975.688965
	Iteration 34Q: 3 clusters Score -2095839 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2095860.000000 Penalty: 975.688965
	Iteration 35Q: 3 clusters Score -2095860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2095875.875000 Penalty: 975.688965
	Iteration 36Q: 3 clusters Score -2095876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2095883.250000 Penalty: 975.688965
	Iteration 37Q: 3 clusters Score -2095883 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2095891.000000 Penalty: 975.688965
	Iteration 38Q: 3 clusters Score -2095891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2095896.750000 Penalty: 975.688965
	Iteration 39Q: 3 clusters Score -2095897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2095925.250000 Penalty: 975.688965
	Iteration 40F: 3 clusters Score -2095925 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2095935.250000 Penalty: 975.688965
	Iteration 41Q: 3 clusters Score -2095935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2095945.750000 Penalty: 975.688965
	Iteration 42Q: 3 clusters Score -2095946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2095952.625000 Penalty: 975.688965
	Iteration 43Q: 3 clusters Score -2095953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2095958.500000 Penalty: 975.688965
	Iteration 44Q: 3 clusters Score -2095958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2095949.875000 Penalty: 975.688965
	Iteration 45Q: 3 clusters Score -2095950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2095954.125000 Penalty: 975.688965
	Iteration 46Q: 3 clusters Score -2095954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2095953.000000 Penalty: 975.688965
	Iteration 47Q: 3 clusters Score -2095953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2095957.500000 Penalty: 975.688965
	Iteration 48Q: 3 clusters Score -2095958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2095958.875000 Penalty: 975.688965
	Iteration 49Q: 3 clusters Score -2095959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2095961.000000 Penalty: 975.688965
	Iteration 50Q: 3 clusters Score -2095961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2095965.750000 Penalty: 975.688965
	Iteration 51Q: 3 clusters Score -2095966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2095966.000000 Penalty: 975.688965
	Iteration 52Q: 3 clusters Score -2095966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2095964.000000 Penalty: 975.688965
	Iteration 53Q: 3 clusters Score -2095964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2095967.625000 Penalty: 975.688965
	Iteration 54Q: 3 clusters Score -2095968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2095967.625000 Penalty: 975.688965
	Iteration 55Q: 3 clusters Score -2095968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2095969.625000 Penalty: 975.688965
	Iteration 56Q: 3 clusters Score -2095970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2095971.375000 Penalty: 975.688965
	Iteration 57Q: 3 clusters Score -2095971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2095972.250000 Penalty: 975.688965
	Iteration 58Q: 3 clusters Score -2095972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2095970.500000 Penalty: 975.688965
	Iteration 59Q: 3 clusters Score -2095970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2095974.875000 Penalty: 975.688965
	Iteration 60F: 3 clusters Score -2095975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2095973.375000 Penalty: 975.688965
	Iteration 61Q: 3 clusters Score -2095973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2095971.125000 Penalty: 975.688965
	Iteration 62Q: 3 clusters Score -2095971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2095971.125000 Penalty: 975.688965
	Iteration 63F: 3 clusters Score -2095971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -103536.195312 Penalty: 347.909088
	Iteration 0F: 2 clusters Score -103536.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -102005.656250 Penalty: 695.818176
	Iteration 0F: 3 clusters Score -102005.7 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -102501.531250 Penalty: 695.818176
	Iteration 1F: 3 clusters Score -102501.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -102618.070312 Penalty: 695.818176
	Iteration 2F: 3 clusters Score -102618.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -102733.320312 Penalty: 695.818176
	Iteration 3F: 3 clusters Score -102733.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -102856.992188 Penalty: 695.818176
	Iteration 4F: 3 clusters Score -102857 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -102963.632812 Penalty: 695.818176
	Iteration 5F: 3 clusters Score -102963.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -103042.539062 Penalty: 695.818176
	Iteration 6Q: 3 clusters Score -103042.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -103122.265625 Penalty: 695.818176
	Iteration 7Q: 3 clusters Score -103122.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -103198.898438 Penalty: 695.818176
	Iteration 8Q: 3 clusters Score -103198.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -103228.976562 Penalty: 695.818176
	Iteration 9Q: 3 clusters Score -103229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -103242.539062 Penalty: 695.818176
	Iteration 10Q: 3 clusters Score -103242.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -103248.500000 Penalty: 695.818176
	Iteration 11Q: 3 clusters Score -103248.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -103252.226562 Penalty: 695.818176
	Iteration 12Q: 3 clusters Score -103252.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -103258.031250 Penalty: 695.818176
	Iteration 13Q: 3 clusters Score -103258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -103262.937500 Penalty: 695.818176
	Iteration 14Q: 3 clusters Score -103262.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -103265.640625 Penalty: 695.818176
	Iteration 15Q: 3 clusters Score -103265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -103267.640625 Penalty: 695.818176
	Iteration 16Q: 3 clusters Score -103267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -103269.812500 Penalty: 695.818176
	Iteration 17Q: 3 clusters Score -103269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -103270.695312 Penalty: 695.818176
	Iteration 18Q: 3 clusters Score -103270.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -103272.156250 Penalty: 695.818176
	Iteration 19Q: 3 clusters Score -103272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -103276.343750 Penalty: 695.818176
	Iteration 20F: 3 clusters Score -103276.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -103278.437500 Penalty: 695.818176
	Iteration 21Q: 3 clusters Score -103278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -103280.554688 Penalty: 695.818176
	Iteration 22Q: 3 clusters Score -103280.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -103286.710938 Penalty: 695.818176
	Iteration 23Q: 3 clusters Score -103286.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -103296.843750 Penalty: 695.818176
	Iteration 24Q: 3 clusters Score -103296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -103303.445312 Penalty: 695.818176
	Iteration 25Q: 3 clusters Score -103303.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -103309.601562 Penalty: 695.818176
	Iteration 26Q: 3 clusters Score -103309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -103311.875000 Penalty: 695.818176
	Iteration 27Q: 3 clusters Score -103311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -103312.742188 Penalty: 695.818176
	Iteration 28Q: 3 clusters Score -103312.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -103313.421875 Penalty: 695.818176
	Iteration 29Q: 3 clusters Score -103313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -103315.835938 Penalty: 695.818176
	Iteration 30Q: 3 clusters Score -103315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -103317.218750 Penalty: 695.818176
	Iteration 31Q: 3 clusters Score -103317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -103317.648438 Penalty: 695.818176
	Iteration 32Q: 3 clusters Score -103317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -103318.007812 Penalty: 695.818176
	Iteration 33Q: 3 clusters Score -103318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -103318.359375 Penalty: 695.818176
	Iteration 34Q: 3 clusters Score -103318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -103318.492188 Penalty: 695.818176
	Iteration 35Q: 3 clusters Score -103318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -103318.492188 Penalty: 695.818176
	Iteration 36F: 3 clusters Score -103318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -9166.791992 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -9166.792 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 118 members 
Entering Unmasked Estep 
Score: -8867.508789 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -8867.509 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8946.497070 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -8946.497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8969.160156 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -8969.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8994.359375 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -8994.359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9008.166992 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -9008.167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9018.725586 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -9018.726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9031.445312 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -9031.445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9041.548828 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -9041.549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9048.209961 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -9048.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9054.477539 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -9054.478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9057.490234 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -9057.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9058.909180 Penalty: 495.260010
	Iteration 11Q: 3 clusters Score -9058.909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9060.486328 Penalty: 495.260010
	Iteration 12Q: 3 clusters Score -9060.486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9061.161133 Penalty: 495.260010
	Iteration 13Q: 3 clusters Score -9061.161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9061.161133 Penalty: 495.260010
	Iteration 14F: 3 clusters Score -9061.161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -71689.500000 Penalty: 332.263580
	Iteration 0F: 2 clusters Score -71689.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -70570.804688 Penalty: 664.527161
	Iteration 0F: 3 clusters Score -70570.8 nChanged 607
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: -70930.156250 Penalty: 664.527161
	Iteration 1F: 3 clusters Score -70930.16 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -71010.507812 Penalty: 664.527161
	Iteration 2F: 3 clusters Score -71010.51 nChanged 103
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: -71069.132812 Penalty: 664.527161
	Iteration 3F: 3 clusters Score -71069.13 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -71137.070312 Penalty: 664.527161
	Iteration 4Q: 3 clusters Score -71137.07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -71196.531250 Penalty: 664.527161
	Iteration 5Q: 3 clusters Score -71196.53 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -71254.875000 Penalty: 664.527161
	Iteration 6F: 3 clusters Score -71254.88 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -71300.007812 Penalty: 664.527161
	Iteration 7Q: 3 clusters Score -71300.01 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -71351.062500 Penalty: 664.527161
	Iteration 8Q: 3 clusters Score -71351.06 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -71391.671875 Penalty: 664.527161
	Iteration 9Q: 3 clusters Score -71391.67 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -71432.789062 Penalty: 664.527161
	Iteration 10Q: 3 clusters Score -71432.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -71453.664062 Penalty: 664.527161
	Iteration 11Q: 3 clusters Score -71453.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -71466.945312 Penalty: 664.527161
	Iteration 12Q: 3 clusters Score -71466.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -71478.398438 Penalty: 664.527161
	Iteration 13Q: 3 clusters Score -71478.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -71489.617188 Penalty: 664.527161
	Iteration 14Q: 3 clusters Score -71489.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -71493.781250 Penalty: 664.527161
	Iteration 15Q: 3 clusters Score -71493.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -71494.703125 Penalty: 664.527161
	Iteration 16Q: 3 clusters Score -71494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -71495.320312 Penalty: 664.527161
	Iteration 17Q: 3 clusters Score -71495.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -71495.687500 Penalty: 664.527161
	Iteration 18Q: 3 clusters Score -71495.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -71496.304688 Penalty: 664.527161
	Iteration 19Q: 3 clusters Score -71496.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -71497.390625 Penalty: 664.527161
	Iteration 20F: 3 clusters Score -71497.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -71497.804688 Penalty: 664.527161
	Iteration 21Q: 3 clusters Score -71497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -71497.804688 Penalty: 664.527161
	Iteration 22F: 3 clusters Score -71497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -74407.984375 Penalty: 340.895233
	Iteration 0F: 2 clusters Score -74407.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -73094.929688 Penalty: 681.790466
	Iteration 0F: 3 clusters Score -73094.93 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -73576.500000 Penalty: 681.790466
	Iteration 1F: 3 clusters Score -73576.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -73667.937500 Penalty: 681.790466
	Iteration 2F: 3 clusters Score -73667.94 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -73764.164062 Penalty: 681.790466
	Iteration 3F: 3 clusters Score -73764.16 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -73853.734375 Penalty: 681.790466
	Iteration 4F: 3 clusters Score -73853.73 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -73955.929688 Penalty: 681.790466
	Iteration 5F: 3 clusters Score -73955.93 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -74041.968750 Penalty: 681.790466
	Iteration 6F: 3 clusters Score -74041.97 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -74113.718750 Penalty: 681.790466
	Iteration 7Q: 3 clusters Score -74113.72 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -74182.351562 Penalty: 681.790466
	Iteration 8Q: 3 clusters Score -74182.35 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -74240.945312 Penalty: 681.790466
	Iteration 9Q: 3 clusters Score -74240.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -74282.703125 Penalty: 681.790466
	Iteration 10Q: 3 clusters Score -74282.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -74295.859375 Penalty: 681.790466
	Iteration 11Q: 3 clusters Score -74295.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -74300.882812 Penalty: 681.790466
	Iteration 12Q: 3 clusters Score -74300.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -74301.664062 Penalty: 681.790466
	Iteration 13Q: 3 clusters Score -74301.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -74301.984375 Penalty: 681.790466
	Iteration 14Q: 3 clusters Score -74301.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -74302.320312 Penalty: 681.790466
	Iteration 15Q: 3 clusters Score -74302.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -74302.359375 Penalty: 681.790466
	Iteration 16Q: 3 clusters Score -74302.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -74302.359375 Penalty: 681.790466
	Iteration 17F: 3 clusters Score -74302.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -47582.199219 Penalty: 311.342102
	Iteration 0F: 2 clusters Score -47582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46817.917969 Penalty: 622.684204
	Iteration 0F: 3 clusters Score -46817.92 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -47107.796875 Penalty: 622.684204
	Iteration 1F: 3 clusters Score -47107.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47210.179688 Penalty: 622.684204
	Iteration 2F: 3 clusters Score -47210.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -47251.683594 Penalty: 622.684204
	Iteration 3F: 3 clusters Score -47251.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47291.414062 Penalty: 622.684204
	Iteration 4Q: 3 clusters Score -47291.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47317.632812 Penalty: 622.684204
	Iteration 5Q: 3 clusters Score -47317.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -47332.906250 Penalty: 622.684204
	Iteration 6Q: 3 clusters Score -47332.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -47346.468750 Penalty: 622.684204
	Iteration 7Q: 3 clusters Score -47346.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -47356.382812 Penalty: 622.684204
	Iteration 8Q: 3 clusters Score -47356.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -47365.390625 Penalty: 622.684204
	Iteration 9Q: 3 clusters Score -47365.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -47369.750000 Penalty: 622.684204
	Iteration 10Q: 3 clusters Score -47369.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47381.406250 Penalty: 622.684204
	Iteration 11Q: 3 clusters Score -47381.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -47396.562500 Penalty: 622.684204
	Iteration 12Q: 3 clusters Score -47396.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -47411.132812 Penalty: 622.684204
	Iteration 13Q: 3 clusters Score -47411.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -47420.757812 Penalty: 622.684204
	Iteration 14Q: 3 clusters Score -47420.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -47422.628906 Penalty: 622.684204
	Iteration 15Q: 3 clusters Score -47422.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -47424.398438 Penalty: 622.684204
	Iteration 16Q: 3 clusters Score -47424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -47426.257812 Penalty: 622.684204
	Iteration 17Q: 3 clusters Score -47426.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -47428.128906 Penalty: 622.684204
	Iteration 18Q: 3 clusters Score -47428.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -47430.304688 Penalty: 622.684204
	Iteration 19Q: 3 clusters Score -47430.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -47433.500000 Penalty: 622.684204
	Iteration 20F: 3 clusters Score -47433.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47436.414062 Penalty: 622.684204
	Iteration 21Q: 3 clusters Score -47436.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -47439.312500 Penalty: 622.684204
	Iteration 22Q: 3 clusters Score -47439.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -47441.566406 Penalty: 622.684204
	Iteration 23Q: 3 clusters Score -47441.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -47443.531250 Penalty: 622.684204
	Iteration 24Q: 3 clusters Score -47443.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -47445.132812 Penalty: 622.684204
	Iteration 25Q: 3 clusters Score -47445.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -47445.878906 Penalty: 622.684204
	Iteration 26Q: 3 clusters Score -47445.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -47445.878906 Penalty: 622.684204
	Iteration 27F: 3 clusters Score -47445.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -47138.937500 Penalty: 312.303040
	Iteration 0F: 2 clusters Score -47138.94 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 489 members 
Entering Unmasked Estep 
Score: -46383.175781 Penalty: 624.606079
	Iteration 0F: 3 clusters Score -46383.18 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -46746.648438 Penalty: 624.606079
	Iteration 1F: 3 clusters Score -46746.65 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -46833.152344 Penalty: 624.606079
	Iteration 2F: 3 clusters Score -46833.15 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -46894.394531 Penalty: 624.606079
	Iteration 3F: 3 clusters Score -46894.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -46933.667969 Penalty: 624.606079
	Iteration 4Q: 3 clusters Score -46933.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -46965.058594 Penalty: 624.606079
	Iteration 5Q: 3 clusters Score -46965.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -46997.828125 Penalty: 624.606079
	Iteration 6Q: 3 clusters Score -46997.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -47060.339844 Penalty: 624.606079
	Iteration 7Q: 3 clusters Score -47060.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -47084.851562 Penalty: 624.606079
	Iteration 8Q: 3 clusters Score -47084.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -47099.417969 Penalty: 624.606079
	Iteration 9Q: 3 clusters Score -47099.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -47116.636719 Penalty: 624.606079
	Iteration 10Q: 3 clusters Score -47116.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -47125.843750 Penalty: 624.606079
	Iteration 11Q: 3 clusters Score -47125.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -47129.457031 Penalty: 624.606079
	Iteration 12Q: 3 clusters Score -47129.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -47130.335938 Penalty: 624.606079
	Iteration 13Q: 3 clusters Score -47130.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -47130.335938 Penalty: 624.606079
	Iteration 14F: 3 clusters Score -47130.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -261495.875000 Penalty: 393.173645
	Iteration 0F: 2 clusters Score -261495.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -257654.687500 Penalty: 786.347290
	Iteration 0F: 3 clusters Score -257654.7 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -259173.312500 Penalty: 786.347290
	Iteration 1F: 3 clusters Score -259173.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -259360.484375 Penalty: 786.347290
	Iteration 2F: 3 clusters Score -259360.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -259564.671875 Penalty: 786.347290
	Iteration 3F: 3 clusters Score -259564.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -259820.359375 Penalty: 786.347290
	Iteration 4F: 3 clusters Score -259820.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -260179.187500 Penalty: 786.347290
	Iteration 5F: 3 clusters Score -260179.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -260669.890625 Penalty: 786.347290
	Iteration 6F: 3 clusters Score -260669.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -261070.031250 Penalty: 786.347290
	Iteration 7F: 3 clusters Score -261070 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -261208.187500 Penalty: 786.347290
	Iteration 8Q: 3 clusters Score -261208.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -261256.406250 Penalty: 786.347290
	Iteration 9Q: 3 clusters Score -261256.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -261281.406250 Penalty: 786.347290
	Iteration 10Q: 3 clusters Score -261281.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -261296.171875 Penalty: 786.347290
	Iteration 11Q: 3 clusters Score -261296.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -261307.000000 Penalty: 786.347290
	Iteration 12Q: 3 clusters Score -261307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -261311.250000 Penalty: 786.347290
	Iteration 13Q: 3 clusters Score -261311.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -261314.062500 Penalty: 786.347290
	Iteration 14Q: 3 clusters Score -261314.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -261317.156250 Penalty: 786.347290
	Iteration 15Q: 3 clusters Score -261317.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -261319.546875 Penalty: 786.347290
	Iteration 16Q: 3 clusters Score -261319.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -261320.328125 Penalty: 786.347290
	Iteration 17Q: 3 clusters Score -261320.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -261322.062500 Penalty: 786.347290
	Iteration 18Q: 3 clusters Score -261322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -261322.421875 Penalty: 786.347290
	Iteration 19Q: 3 clusters Score -261322.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -261322.953125 Penalty: 786.347290
	Iteration 20F: 3 clusters Score -261323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -261323.046875 Penalty: 786.347290
	Iteration 21Q: 3 clusters Score -261323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -261323.046875 Penalty: 786.347290
	Iteration 22F: 3 clusters Score -261323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Entering Unmasked Estep 
Score: -316227.375000 Penalty: 397.736237
	Iteration 0F: 2 clusters Score -316227.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -312024.968750 Penalty: 795.472473
	Iteration 0F: 3 clusters Score -312025 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -313572.875000 Penalty: 795.472473
	Iteration 1F: 3 clusters Score -313572.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -313787.968750 Penalty: 795.472473
	Iteration 2F: 3 clusters Score -313788 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -314003.781250 Penalty: 795.472473
	Iteration 3F: 3 clusters Score -314003.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -314232.625000 Penalty: 795.472473
	Iteration 4F: 3 clusters Score -314232.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -314524.281250 Penalty: 795.472473
	Iteration 5F: 3 clusters Score -314524.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -314823.812500 Penalty: 795.472473
	Iteration 6F: 3 clusters Score -314823.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -315108.000000 Penalty: 795.472473
	Iteration 7Q: 3 clusters Score -315108 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -315320.000000 Penalty: 795.472473
	Iteration 8Q: 3 clusters Score -315320 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -315421.750000 Penalty: 795.472473
	Iteration 9Q: 3 clusters Score -315421.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -315480.437500 Penalty: 795.472473
	Iteration 10Q: 3 clusters Score -315480.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -315516.312500 Penalty: 795.472473
	Iteration 11Q: 3 clusters Score -315516.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -315545.625000 Penalty: 795.472473
	Iteration 12Q: 3 clusters Score -315545.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -315577.968750 Penalty: 795.472473
	Iteration 13Q: 3 clusters Score -315578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -315605.437500 Penalty: 795.472473
	Iteration 14Q: 3 clusters Score -315605.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -315633.687500 Penalty: 795.472473
	Iteration 15Q: 3 clusters Score -315633.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -315657.750000 Penalty: 795.472473
	Iteration 16Q: 3 clusters Score -315657.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -315676.531250 Penalty: 795.472473
	Iteration 17Q: 3 clusters Score -315676.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -315687.468750 Penalty: 795.472473
	Iteration 18Q: 3 clusters Score -315687.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -315697.312500 Penalty: 795.472473
	Iteration 19Q: 3 clusters Score -315697.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -315706.437500 Penalty: 795.472473
	Iteration 20F: 3 clusters Score -315706.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -315716.875000 Penalty: 795.472473
	Iteration 21Q: 3 clusters Score -315716.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -315730.906250 Penalty: 795.472473
	Iteration 22Q: 3 clusters Score -315730.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -315750.531250 Penalty: 795.472473
	Iteration 23Q: 3 clusters Score -315750.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -315764.000000 Penalty: 795.472473
	Iteration 24Q: 3 clusters Score -315764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -315773.125000 Penalty: 795.472473
	Iteration 25Q: 3 clusters Score -315773.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -315784.000000 Penalty: 795.472473
	Iteration 26Q: 3 clusters Score -315784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -315792.500000 Penalty: 795.472473
	Iteration 27Q: 3 clusters Score -315792.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -315803.781250 Penalty: 795.472473
	Iteration 28Q: 3 clusters Score -315803.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -315816.062500 Penalty: 795.472473
	Iteration 29Q: 3 clusters Score -315816.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -315830.656250 Penalty: 795.472473
	Iteration 30Q: 3 clusters Score -315830.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -315846.062500 Penalty: 795.472473
	Iteration 31Q: 3 clusters Score -315846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -315858.437500 Penalty: 795.472473
	Iteration 32Q: 3 clusters Score -315858.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -315875.000000 Penalty: 795.472473
	Iteration 33Q: 3 clusters Score -315875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -315884.718750 Penalty: 795.472473
	Iteration 34Q: 3 clusters Score -315884.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -315891.625000 Penalty: 795.472473
	Iteration 35Q: 3 clusters Score -315891.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -315896.000000 Penalty: 795.472473
	Iteration 36Q: 3 clusters Score -315896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -315898.468750 Penalty: 795.472473
	Iteration 37Q: 3 clusters Score -315898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -315899.125000 Penalty: 795.472473
	Iteration 38Q: 3 clusters Score -315899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -315899.906250 Penalty: 795.472473
	Iteration 39Q: 3 clusters Score -315899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -315899.906250 Penalty: 795.472473
	Iteration 40F: 3 clusters Score -315899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -44631.488281 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -44631.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -43982.941406 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -43982.94 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -44147.343750 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -44147.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44182.300781 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -44182.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -44210.449219 Penalty: 601.450806
	Iteration 3Q: 3 clusters Score -44210.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -44223.093750 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -44223.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -44233.910156 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -44233.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -44241.343750 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -44241.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -44248.195312 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -44248.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -44257.554688 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -44257.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -44264.785156 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -44264.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -44272.535156 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -44272.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -44278.414062 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -44278.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -44287.980469 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -44287.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -44295.082031 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -44295.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -44299.417969 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -44299.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44304.843750 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -44304.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -44310.542969 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -44310.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -44318.132812 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -44318.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -44321.855469 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -44321.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44322.507812 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -44322.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -44324.851562 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -44324.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -44328.171875 Penalty: 601.450806
	Iteration 21Q: 3 clusters Score -44328.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -44332.480469 Penalty: 601.450806
	Iteration 22Q: 3 clusters Score -44332.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -44334.992188 Penalty: 601.450806
	Iteration 23Q: 3 clusters Score -44334.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -44342.386719 Penalty: 601.450806
	Iteration 24Q: 3 clusters Score -44342.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -44351.015625 Penalty: 601.450806
	Iteration 25Q: 3 clusters Score -44351.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -44358.089844 Penalty: 601.450806
	Iteration 26Q: 3 clusters Score -44358.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -44363.460938 Penalty: 601.450806
	Iteration 27Q: 3 clusters Score -44363.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -44367.019531 Penalty: 601.450806
	Iteration 28Q: 3 clusters Score -44367.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -44370.375000 Penalty: 601.450806
	Iteration 29Q: 3 clusters Score -44370.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -44373.308594 Penalty: 601.450806
	Iteration 30Q: 3 clusters Score -44373.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -44376.640625 Penalty: 601.450806
	Iteration 31Q: 3 clusters Score -44376.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -44384.679688 Penalty: 601.450806
	Iteration 32Q: 3 clusters Score -44384.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -44394.187500 Penalty: 601.450806
	Iteration 33Q: 3 clusters Score -44394.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -44402.835938 Penalty: 601.450806
	Iteration 34Q: 3 clusters Score -44402.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -44411.027344 Penalty: 601.450806
	Iteration 35Q: 3 clusters Score -44411.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -44423.742188 Penalty: 601.450806
	Iteration 36Q: 3 clusters Score -44423.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -44436.468750 Penalty: 601.450806
	Iteration 37Q: 3 clusters Score -44436.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -44445.851562 Penalty: 601.450806
	Iteration 38Q: 3 clusters Score -44445.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -44450.656250 Penalty: 601.450806
	Iteration 39Q: 3 clusters Score -44450.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -44452.109375 Penalty: 601.450806
	Iteration 40F: 3 clusters Score -44452.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Entering Unmasked Estep 
Score: -1768121.750000 Penalty: 479.347260
	Iteration 0F: 2 clusters Score -1768122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1742997.125000 Penalty: 958.694519
	Iteration 0F: 3 clusters Score -1742997 nChanged 18100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -1754261.500000 Penalty: 958.694519
	Iteration 1F: 3 clusters Score -1754262 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -1755833.125000 Penalty: 958.694519
	Iteration 2F: 3 clusters Score -1755833 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -1758386.875000 Penalty: 958.694519
	Iteration 3F: 3 clusters Score -1758387 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -1761609.125000 Penalty: 958.694519
	Iteration 4F: 3 clusters Score -1761609 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -1764668.500000 Penalty: 958.694519
	Iteration 5F: 3 clusters Score -1764668 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -1766583.125000 Penalty: 958.694519
	Iteration 6Q: 3 clusters Score -1766583 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -1767350.375000 Penalty: 958.694519
	Iteration 7Q: 3 clusters Score -1767350 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -1767600.625000 Penalty: 958.694519
	Iteration 8Q: 3 clusters Score -1767601 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -1767659.750000 Penalty: 958.694519
	Iteration 9Q: 3 clusters Score -1767660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -1767691.875000 Penalty: 958.694519
	Iteration 10Q: 3 clusters Score -1767692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -1767701.875000 Penalty: 958.694519
	Iteration 11Q: 3 clusters Score -1767702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -1767705.875000 Penalty: 958.694519
	Iteration 12Q: 3 clusters Score -1767706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -1767714.375000 Penalty: 958.694519
	Iteration 13Q: 3 clusters Score -1767714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -1767714.250000 Penalty: 958.694519
	Iteration 14Q: 3 clusters Score -1767714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -1767719.250000 Penalty: 958.694519
	Iteration 15Q: 3 clusters Score -1767719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -1767721.625000 Penalty: 958.694519
	Iteration 16Q: 3 clusters Score -1767722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -1767721.625000 Penalty: 958.694519
	Iteration 17F: 3 clusters Score -1767722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -13595.207031 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -13595.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13189.821289 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -13189.82 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13337.632812 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -13337.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13382.639648 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -13382.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13424.441406 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -13424.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13436.009766 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -13436.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13440.437500 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -13440.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13440.437500 Penalty: 540.315796
	Iteration 6F: 3 clusters Score -13440.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -70764.054688 Penalty: 328.858643
	Iteration 0F: 2 clusters Score -70764.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -69717.039062 Penalty: 657.717285
	Iteration 0F: 3 clusters Score -69717.04 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -70113.453125 Penalty: 657.717285
	Iteration 1F: 3 clusters Score -70113.45 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -70233.367188 Penalty: 657.717285
	Iteration 2F: 3 clusters Score -70233.37 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -70340.789062 Penalty: 657.717285
	Iteration 3F: 3 clusters Score -70340.79 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -70465.632812 Penalty: 657.717285
	Iteration 4F: 3 clusters Score -70465.63 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -70548.164062 Penalty: 657.717285
	Iteration 5F: 3 clusters Score -70548.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -70611.453125 Penalty: 657.717285
	Iteration 6Q: 3 clusters Score -70611.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -70645.523438 Penalty: 657.717285
	Iteration 7Q: 3 clusters Score -70645.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -70657.460938 Penalty: 657.717285
	Iteration 8Q: 3 clusters Score -70657.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -70663.000000 Penalty: 657.717285
	Iteration 9Q: 3 clusters Score -70663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -70667.382812 Penalty: 657.717285
	Iteration 10Q: 3 clusters Score -70667.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -70671.804688 Penalty: 657.717285
	Iteration 11Q: 3 clusters Score -70671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -70672.703125 Penalty: 657.717285
	Iteration 12Q: 3 clusters Score -70672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -70672.968750 Penalty: 657.717285
	Iteration 13Q: 3 clusters Score -70672.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -70672.968750 Penalty: 657.717285
	Iteration 14F: 3 clusters Score -70672.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (163500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Entering Unmasked Estep 
Score: -8156361.000000 Penalty: 546.207825
	Iteration 0F: 2 clusters Score -8156361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -8047475.000000 Penalty: 1092.415649
	Iteration 0F: 3 clusters Score -8047475 nChanged 80223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -8096890.500000 Penalty: 1092.415649
	Iteration 1F: 3 clusters Score -8096890 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -8099502.000000 Penalty: 1092.415649
	Iteration 2Q: 3 clusters Score -8099502 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 101875 members 
Entering Unmasked Estep 
Score: -8103585.500000 Penalty: 1092.415649
	Iteration 3F: 3 clusters Score -8103586 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 110862 members 
Entering Unmasked Estep 
Score: -8110236.500000 Penalty: 1092.415649
	Iteration 4F: 3 clusters Score -8110236 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 121560 members 
Entering Unmasked Estep 
Score: -8119654.500000 Penalty: 1092.415649
	Iteration 5F: 3 clusters Score -8119654 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 132331 members 
Entering Unmasked Estep 
Score: -8130232.000000 Penalty: 1092.415649
	Iteration 6F: 3 clusters Score -8130232 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 141021 members 
Entering Unmasked Estep 
Score: -8138538.000000 Penalty: 1092.415649
	Iteration 7F: 3 clusters Score -8138538 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 146807 members 
Entering Unmasked Estep 
Score: -8143488.000000 Penalty: 1092.415649
	Iteration 8Q: 3 clusters Score -8143488 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 150901 members 
Entering Unmasked Estep 
Score: -8146371.000000 Penalty: 1092.415649
	Iteration 9Q: 3 clusters Score -8146371 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 154089 members 
Entering Unmasked Estep 
Score: -8148465.000000 Penalty: 1092.415649
	Iteration 10Q: 3 clusters Score -8148465 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 156592 members 
Entering Unmasked Estep 
Score: -8150075.000000 Penalty: 1092.415649
	Iteration 11Q: 3 clusters Score -8150075 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 158529 members 
Entering Unmasked Estep 
Score: -8151418.000000 Penalty: 1092.415649
	Iteration 12Q: 3 clusters Score -8151418 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 159946 members 
Entering Unmasked Estep 
Score: -8152610.500000 Penalty: 1092.415649
	Iteration 13Q: 3 clusters Score -8152610 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 160991 members 
Entering Unmasked Estep 
Score: -8153749.000000 Penalty: 1092.415649
	Iteration 14Q: 3 clusters Score -8153749 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 161728 members 
Entering Unmasked Estep 
Score: -8154482.500000 Penalty: 1092.415649
	Iteration 15Q: 3 clusters Score -8154482 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 162253 members 
Entering Unmasked Estep 
Score: -8154965.500000 Penalty: 1092.415649
	Iteration 16Q: 3 clusters Score -8154966 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 162555 members 
Entering Unmasked Estep 
Score: -8155224.000000 Penalty: 1092.415649
	Iteration 17Q: 3 clusters Score -8155224 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 162782 members 
Entering Unmasked Estep 
Score: -8155409.000000 Penalty: 1092.415649
	Iteration 18Q: 3 clusters Score -8155409 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 162955 members 
Entering Unmasked Estep 
Score: -8155545.500000 Penalty: 1092.415649
	Iteration 19Q: 3 clusters Score -8155546 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 163052 members 
Entering Unmasked Estep 
Score: -8155624.500000 Penalty: 1092.415649
	Iteration 20F: 3 clusters Score -8155624 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 163132 members 
Entering Unmasked Estep 
Score: -8155677.500000 Penalty: 1092.415649
	Iteration 21Q: 3 clusters Score -8155678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 163189 members 
Entering Unmasked Estep 
Score: -8155730.000000 Penalty: 1092.415649
	Iteration 22Q: 3 clusters Score -8155730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 163236 members 
Entering Unmasked Estep 
Score: -8155776.000000 Penalty: 1092.415649
	Iteration 23Q: 3 clusters Score -8155776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163274 members 
Entering Unmasked Estep 
Score: -8155811.500000 Penalty: 1092.415649
	Iteration 24Q: 3 clusters Score -8155812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 163303 members 
Entering Unmasked Estep 
Score: -8155839.500000 Penalty: 1092.415649
	Iteration 25Q: 3 clusters Score -8155840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -8155856.500000 Penalty: 1092.415649
	Iteration 26Q: 3 clusters Score -8155856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163338 members 
Entering Unmasked Estep 
Score: -8155868.000000 Penalty: 1092.415649
	Iteration 27Q: 3 clusters Score -8155868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 163351 members 
Entering Unmasked Estep 
Score: -8155875.500000 Penalty: 1092.415649
	Iteration 28Q: 3 clusters Score -8155876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -8155883.000000 Penalty: 1092.415649
	Iteration 29Q: 3 clusters Score -8155883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163367 members 
Entering Unmasked Estep 
Score: -8155890.000000 Penalty: 1092.415649
	Iteration 30Q: 3 clusters Score -8155890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163371 members 
Entering Unmasked Estep 
Score: -8155888.000000 Penalty: 1092.415649
	Iteration 31Q: 3 clusters Score -8155888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 163375 members 
Entering Unmasked Estep 
Score: -8155887.500000 Penalty: 1092.415649
	Iteration 32Q: 3 clusters Score -8155888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -8155884.500000 Penalty: 1092.415649
	Iteration 33Q: 3 clusters Score -8155884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 163377 members 
Entering Unmasked Estep 
Score: -8155889.000000 Penalty: 1092.415649
	Iteration 34Q: 3 clusters Score -8155889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 163379 members 
Entering Unmasked Estep 
Score: -8155891.500000 Penalty: 1092.415649
	Iteration 35Q: 3 clusters Score -8155892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 163379 members 
Entering Unmasked Estep 
Score: -8155891.500000 Penalty: 1092.415649
	Iteration 36F: 3 clusters Score -8155892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Entering Unmasked Estep 
Score: -464523.437500 Penalty: 418.810394
	Iteration 0F: 2 clusters Score -464523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -457848.656250 Penalty: 837.620789
	Iteration 0F: 3 clusters Score -457848.7 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -460625.406250 Penalty: 837.620789
	Iteration 1F: 3 clusters Score -460625.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -460968.281250 Penalty: 837.620789
	Iteration 2F: 3 clusters Score -460968.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -461389.593750 Penalty: 837.620789
	Iteration 3F: 3 clusters Score -461389.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -461917.968750 Penalty: 837.620789
	Iteration 4F: 3 clusters Score -461918 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -462448.375000 Penalty: 837.620789
	Iteration 5F: 3 clusters Score -462448.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -462833.093750 Penalty: 837.620789
	Iteration 6F: 3 clusters Score -462833.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -463031.187500 Penalty: 837.620789
	Iteration 7Q: 3 clusters Score -463031.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -463155.781250 Penalty: 837.620789
	Iteration 8Q: 3 clusters Score -463155.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -463239.000000 Penalty: 837.620789
	Iteration 9Q: 3 clusters Score -463239 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -463293.375000 Penalty: 837.620789
	Iteration 10Q: 3 clusters Score -463293.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -463350.437500 Penalty: 837.620789
	Iteration 11Q: 3 clusters Score -463350.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -463408.843750 Penalty: 837.620789
	Iteration 12Q: 3 clusters Score -463408.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -463460.781250 Penalty: 837.620789
	Iteration 13Q: 3 clusters Score -463460.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -463523.406250 Penalty: 837.620789
	Iteration 14Q: 3 clusters Score -463523.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -463583.593750 Penalty: 837.620789
	Iteration 15Q: 3 clusters Score -463583.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -463637.625000 Penalty: 837.620789
	Iteration 16Q: 3 clusters Score -463637.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -463689.468750 Penalty: 837.620789
	Iteration 17Q: 3 clusters Score -463689.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -463736.125000 Penalty: 837.620789
	Iteration 18Q: 3 clusters Score -463736.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -463767.250000 Penalty: 837.620789
	Iteration 19Q: 3 clusters Score -463767.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -463790.062500 Penalty: 837.620789
	Iteration 20F: 3 clusters Score -463790.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -463806.125000 Penalty: 837.620789
	Iteration 21Q: 3 clusters Score -463806.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -463818.562500 Penalty: 837.620789
	Iteration 22Q: 3 clusters Score -463818.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -463832.312500 Penalty: 837.620789
	Iteration 23Q: 3 clusters Score -463832.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -463844.031250 Penalty: 837.620789
	Iteration 24Q: 3 clusters Score -463844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -463853.593750 Penalty: 837.620789
	Iteration 25Q: 3 clusters Score -463853.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -463861.281250 Penalty: 837.620789
	Iteration 26Q: 3 clusters Score -463861.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -463865.843750 Penalty: 837.620789
	Iteration 27Q: 3 clusters Score -463865.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -463870.281250 Penalty: 837.620789
	Iteration 28Q: 3 clusters Score -463870.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -463873.125000 Penalty: 837.620789
	Iteration 29Q: 3 clusters Score -463873.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -463878.187500 Penalty: 837.620789
	Iteration 30Q: 3 clusters Score -463878.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -463881.750000 Penalty: 837.620789
	Iteration 31Q: 3 clusters Score -463881.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -463884.062500 Penalty: 837.620789
	Iteration 32Q: 3 clusters Score -463884.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -463886.156250 Penalty: 837.620789
	Iteration 33Q: 3 clusters Score -463886.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -463888.468750 Penalty: 837.620789
	Iteration 34Q: 3 clusters Score -463888.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -463891.625000 Penalty: 837.620789
	Iteration 35Q: 3 clusters Score -463891.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -463893.406250 Penalty: 837.620789
	Iteration 36Q: 3 clusters Score -463893.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -463897.875000 Penalty: 837.620789
	Iteration 37Q: 3 clusters Score -463897.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -463902.218750 Penalty: 837.620789
	Iteration 38Q: 3 clusters Score -463902.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -463906.750000 Penalty: 837.620789
	Iteration 39Q: 3 clusters Score -463906.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -463912.718750 Penalty: 837.620789
	Iteration 40F: 3 clusters Score -463912.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -463920.156250 Penalty: 837.620789
	Iteration 41Q: 3 clusters Score -463920.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -463926.250000 Penalty: 837.620789
	Iteration 42Q: 3 clusters Score -463926.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -463932.937500 Penalty: 837.620789
	Iteration 43Q: 3 clusters Score -463932.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -463940.093750 Penalty: 837.620789
	Iteration 44Q: 3 clusters Score -463940.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -463945.812500 Penalty: 837.620789
	Iteration 45Q: 3 clusters Score -463945.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -463951.906250 Penalty: 837.620789
	Iteration 46Q: 3 clusters Score -463951.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -463953.781250 Penalty: 837.620789
	Iteration 47Q: 3 clusters Score -463953.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -463959.750000 Penalty: 837.620789
	Iteration 48Q: 3 clusters Score -463959.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -463962.687500 Penalty: 837.620789
	Iteration 49Q: 3 clusters Score -463962.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -463964.875000 Penalty: 837.620789
	Iteration 50Q: 3 clusters Score -463964.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -463968.093750 Penalty: 837.620789
	Iteration 51Q: 3 clusters Score -463968.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -463971.312500 Penalty: 837.620789
	Iteration 52Q: 3 clusters Score -463971.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -463972.812500 Penalty: 837.620789
	Iteration 53Q: 3 clusters Score -463972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -463974.000000 Penalty: 837.620789
	Iteration 54Q: 3 clusters Score -463974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -463973.500000 Penalty: 837.620789
	Iteration 55Q: 3 clusters Score -463973.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -463975.031250 Penalty: 837.620789
	Iteration 56Q: 3 clusters Score -463975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -463976.000000 Penalty: 837.620789
	Iteration 57Q: 3 clusters Score -463976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -463977.406250 Penalty: 837.620789
	Iteration 58Q: 3 clusters Score -463977.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -463979.218750 Penalty: 837.620789
	Iteration 59Q: 3 clusters Score -463979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -463978.656250 Penalty: 837.620789
	Iteration 60F: 3 clusters Score -463978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -463979.000000 Penalty: 837.620789
	Iteration 61Q: 3 clusters Score -463979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -463980.468750 Penalty: 837.620789
	Iteration 62Q: 3 clusters Score -463980.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -463981.687500 Penalty: 837.620789
	Iteration 63Q: 3 clusters Score -463981.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -463981.437500 Penalty: 837.620789
	Iteration 64Q: 3 clusters Score -463981.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -463983.125000 Penalty: 837.620789
	Iteration 65Q: 3 clusters Score -463983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -463982.812500 Penalty: 837.620789
	Iteration 66Q: 3 clusters Score -463982.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -463984.187500 Penalty: 837.620789
	Iteration 67Q: 3 clusters Score -463984.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -463985.406250 Penalty: 837.620789
	Iteration 68Q: 3 clusters Score -463985.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -463987.781250 Penalty: 837.620789
	Iteration 69Q: 3 clusters Score -463987.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -463988.312500 Penalty: 837.620789
	Iteration 70Q: 3 clusters Score -463988.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -463989.531250 Penalty: 837.620789
	Iteration 71Q: 3 clusters Score -463989.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -463992.093750 Penalty: 837.620789
	Iteration 72Q: 3 clusters Score -463992.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -463993.000000 Penalty: 837.620789
	Iteration 73Q: 3 clusters Score -463993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -463994.500000 Penalty: 837.620789
	Iteration 74Q: 3 clusters Score -463994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -463995.500000 Penalty: 837.620789
	Iteration 75Q: 3 clusters Score -463995.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -463995.687500 Penalty: 837.620789
	Iteration 76Q: 3 clusters Score -463995.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -463997.156250 Penalty: 837.620789
	Iteration 77Q: 3 clusters Score -463997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -463996.218750 Penalty: 837.620789
	Iteration 78Q: 3 clusters Score -463996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -463997.406250 Penalty: 837.620789
	Iteration 79Q: 3 clusters Score -463997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -463996.937500 Penalty: 837.620789
	Iteration 80F: 3 clusters Score -463996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -463997.343750 Penalty: 837.620789
	Iteration 81Q: 3 clusters Score -463997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -463997.031250 Penalty: 837.620789
	Iteration 82Q: 3 clusters Score -463997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -463997.750000 Penalty: 837.620789
	Iteration 83Q: 3 clusters Score -463997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -463998.000000 Penalty: 837.620789
	Iteration 84Q: 3 clusters Score -463998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -463998.312500 Penalty: 837.620789
	Iteration 85Q: 3 clusters Score -463998.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -463998.656250 Penalty: 837.620789
	Iteration 86Q: 3 clusters Score -463998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -463999.031250 Penalty: 837.620789
	Iteration 87Q: 3 clusters Score -463999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -463999.375000 Penalty: 837.620789
	Iteration 88Q: 3 clusters Score -463999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -463999.156250 Penalty: 837.620789
	Iteration 89Q: 3 clusters Score -463999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -463999.187500 Penalty: 837.620789
	Iteration 90Q: 3 clusters Score -463999.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -463999.156250 Penalty: 837.620789
	Iteration 91Q: 3 clusters Score -463999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -463999.718750 Penalty: 837.620789
	Iteration 92Q: 3 clusters Score -463999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -463999.750000 Penalty: 837.620789
	Iteration 93Q: 3 clusters Score -463999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -463999.750000 Penalty: 837.620789
	Iteration 94F: 3 clusters Score -463999.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (135705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135705 members 
Entering Unmasked Estep 
Score: -6713031.500000 Penalty: 537.729858
	Iteration 0F: 2 clusters Score -6713032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 68008 members 
Entering Unmasked Estep 
Score: -6625010.000000 Penalty: 1075.459717
	Iteration 0F: 3 clusters Score -6625010 nChanged 66685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -6668256.500000 Penalty: 1075.459717
	Iteration 1F: 3 clusters Score -6668256 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -6672511.500000 Penalty: 1075.459717
	Iteration 2F: 3 clusters Score -6672512 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -6679392.000000 Penalty: 1075.459717
	Iteration 3F: 3 clusters Score -6679392 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -6688171.000000 Penalty: 1075.459717
	Iteration 4F: 3 clusters Score -6688171 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -6694764.000000 Penalty: 1075.459717
	Iteration 5F: 3 clusters Score -6694764 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -6697505.000000 Penalty: 1075.459717
	Iteration 6Q: 3 clusters Score -6697505 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -6698543.000000 Penalty: 1075.459717
	Iteration 7Q: 3 clusters Score -6698543 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -6699194.000000 Penalty: 1075.459717
	Iteration 8Q: 3 clusters Score -6699194 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 76667 members 
Entering Unmasked Estep 
Score: -6699809.000000 Penalty: 1075.459717
	Iteration 9Q: 3 clusters Score -6699809 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -6700398.000000 Penalty: 1075.459717
	Iteration 10Q: 3 clusters Score -6700398 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -6701036.500000 Penalty: 1075.459717
	Iteration 11Q: 3 clusters Score -6701036 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 77953 members 
Entering Unmasked Estep 
Score: -6701549.000000 Penalty: 1075.459717
	Iteration 12Q: 3 clusters Score -6701549 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -6702055.500000 Penalty: 1075.459717
	Iteration 13Q: 3 clusters Score -6702056 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -6702516.500000 Penalty: 1075.459717
	Iteration 14Q: 3 clusters Score -6702516 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -6702997.500000 Penalty: 1075.459717
	Iteration 15Q: 3 clusters Score -6702998 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -6703382.000000 Penalty: 1075.459717
	Iteration 16Q: 3 clusters Score -6703382 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -6703824.500000 Penalty: 1075.459717
	Iteration 17Q: 3 clusters Score -6703824 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -6704196.500000 Penalty: 1075.459717
	Iteration 18Q: 3 clusters Score -6704196 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -6704547.000000 Penalty: 1075.459717
	Iteration 19Q: 3 clusters Score -6704547 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -6704963.000000 Penalty: 1075.459717
	Iteration 20F: 3 clusters Score -6704963 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -6705383.000000 Penalty: 1075.459717
	Iteration 21Q: 3 clusters Score -6705383 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -6705736.000000 Penalty: 1075.459717
	Iteration 22Q: 3 clusters Score -6705736 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -6706080.500000 Penalty: 1075.459717
	Iteration 23Q: 3 clusters Score -6706080 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -6706416.500000 Penalty: 1075.459717
	Iteration 24Q: 3 clusters Score -6706416 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 80113 members 
Entering Unmasked Estep 
Score: -6706715.000000 Penalty: 1075.459717
	Iteration 25Q: 3 clusters Score -6706715 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -6706979.500000 Penalty: 1075.459717
	Iteration 26Q: 3 clusters Score -6706980 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -6707201.500000 Penalty: 1075.459717
	Iteration 27Q: 3 clusters Score -6707202 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -6707347.500000 Penalty: 1075.459717
	Iteration 28Q: 3 clusters Score -6707348 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -6707553.000000 Penalty: 1075.459717
	Iteration 29Q: 3 clusters Score -6707553 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 80240 members 
Entering Unmasked Estep 
Score: -6707674.500000 Penalty: 1075.459717
	Iteration 30Q: 3 clusters Score -6707674 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -6707713.500000 Penalty: 1075.459717
	Iteration 31Q: 3 clusters Score -6707714 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -6707781.000000 Penalty: 1075.459717
	Iteration 32Q: 3 clusters Score -6707781 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -6707831.000000 Penalty: 1075.459717
	Iteration 33Q: 3 clusters Score -6707831 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -6707895.000000 Penalty: 1075.459717
	Iteration 34Q: 3 clusters Score -6707895 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -6707976.500000 Penalty: 1075.459717
	Iteration 35Q: 3 clusters Score -6707976 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 80958 members 
Entering Unmasked Estep 
Score: -6708028.500000 Penalty: 1075.459717
	Iteration 36Q: 3 clusters Score -6708028 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -6708054.000000 Penalty: 1075.459717
	Iteration 37Q: 3 clusters Score -6708054 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -6708087.000000 Penalty: 1075.459717
	Iteration 38Q: 3 clusters Score -6708087 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -6708140.000000 Penalty: 1075.459717
	Iteration 39Q: 3 clusters Score -6708140 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
Score: -6708151.000000 Penalty: 1075.459717
	Iteration 40F: 3 clusters Score -6708151 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 81883 members 
Entering Unmasked Estep 
Score: -6708165.500000 Penalty: 1075.459717
	Iteration 41Q: 3 clusters Score -6708166 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -6708190.500000 Penalty: 1075.459717
	Iteration 42Q: 3 clusters Score -6708190 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -6708245.000000 Penalty: 1075.459717
	Iteration 43Q: 3 clusters Score -6708245 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -6708269.500000 Penalty: 1075.459717
	Iteration 44Q: 3 clusters Score -6708270 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -6708270.000000 Penalty: 1075.459717
	Iteration 45Q: 3 clusters Score -6708270 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -6708289.000000 Penalty: 1075.459717
	Iteration 46Q: 3 clusters Score -6708289 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -6708328.000000 Penalty: 1075.459717
	Iteration 47Q: 3 clusters Score -6708328 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 82815 members 
Entering Unmasked Estep 
Score: -6708342.500000 Penalty: 1075.459717
	Iteration 48Q: 3 clusters Score -6708342 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -6708340.500000 Penalty: 1075.459717
	Iteration 49Q: 3 clusters Score -6708340 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -6708353.000000 Penalty: 1075.459717
	Iteration 50Q: 3 clusters Score -6708353 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -6708367.000000 Penalty: 1075.459717
	Iteration 51Q: 3 clusters Score -6708367 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -6708383.500000 Penalty: 1075.459717
	Iteration 52Q: 3 clusters Score -6708384 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -6708366.000000 Penalty: 1075.459717
	Iteration 53Q: 3 clusters Score -6708366 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -6708361.000000 Penalty: 1075.459717
	Iteration 54Q: 3 clusters Score -6708361 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -6708393.000000 Penalty: 1075.459717
	Iteration 55Q: 3 clusters Score -6708393 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 83090 members 
Entering Unmasked Estep 
Score: -6708437.500000 Penalty: 1075.459717
	Iteration 56Q: 3 clusters Score -6708438 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -6708444.000000 Penalty: 1075.459717
	Iteration 57Q: 3 clusters Score -6708444 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -6708459.000000 Penalty: 1075.459717
	Iteration 58Q: 3 clusters Score -6708459 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -6708483.500000 Penalty: 1075.459717
	Iteration 59Q: 3 clusters Score -6708484 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -6708479.500000 Penalty: 1075.459717
	Iteration 60F: 3 clusters Score -6708480 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -6708504.500000 Penalty: 1075.459717
	Iteration 61Q: 3 clusters Score -6708504 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -6708534.500000 Penalty: 1075.459717
	Iteration 62Q: 3 clusters Score -6708534 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -6708537.000000 Penalty: 1075.459717
	Iteration 63Q: 3 clusters Score -6708537 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 83488 members 
Entering Unmasked Estep 
Score: -6708547.000000 Penalty: 1075.459717
	Iteration 64Q: 3 clusters Score -6708547 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -6708511.000000 Penalty: 1075.459717
	Iteration 65Q: 3 clusters Score -6708511 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -6708504.000000 Penalty: 1075.459717
	Iteration 66Q: 3 clusters Score -6708504 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -6708510.500000 Penalty: 1075.459717
	Iteration 67Q: 3 clusters Score -6708510 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -6708517.000000 Penalty: 1075.459717
	Iteration 68Q: 3 clusters Score -6708517 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -6708493.500000 Penalty: 1075.459717
	Iteration 69Q: 3 clusters Score -6708494 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -6708518.500000 Penalty: 1075.459717
	Iteration 70Q: 3 clusters Score -6708518 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -6708535.000000 Penalty: 1075.459717
	Iteration 71Q: 3 clusters Score -6708535 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -6708530.000000 Penalty: 1075.459717
	Iteration 72Q: 3 clusters Score -6708530 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -6708521.000000 Penalty: 1075.459717
	Iteration 73Q: 3 clusters Score -6708521 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -6708517.000000 Penalty: 1075.459717
	Iteration 74Q: 3 clusters Score -6708517 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -6708514.000000 Penalty: 1075.459717
	Iteration 75Q: 3 clusters Score -6708514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -6708512.000000 Penalty: 1075.459717
	Iteration 76Q: 3 clusters Score -6708512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -6708498.500000 Penalty: 1075.459717
	Iteration 77Q: 3 clusters Score -6708498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 83757 members 
Entering Unmasked Estep 
Score: -6708489.500000 Penalty: 1075.459717
	Iteration 78Q: 3 clusters Score -6708490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 83720 members 
Entering Unmasked Estep 
Score: -6708494.500000 Penalty: 1075.459717
	Iteration 79Q: 3 clusters Score -6708494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -6708500.000000 Penalty: 1075.459717
	Iteration 80F: 3 clusters Score -6708500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -6708496.000000 Penalty: 1075.459717
	Iteration 81Q: 3 clusters Score -6708496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -6708493.500000 Penalty: 1075.459717
	Iteration 82Q: 3 clusters Score -6708494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -6708501.500000 Penalty: 1075.459717
	Iteration 83Q: 3 clusters Score -6708502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -6708507.000000 Penalty: 1075.459717
	Iteration 84Q: 3 clusters Score -6708507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -6708516.000000 Penalty: 1075.459717
	Iteration 85Q: 3 clusters Score -6708516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 83506 members 
Entering Unmasked Estep 
Score: -6708512.500000 Penalty: 1075.459717
	Iteration 86Q: 3 clusters Score -6708512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 83488 members 
Entering Unmasked Estep 
Score: -6708530.000000 Penalty: 1075.459717
	Iteration 87Q: 3 clusters Score -6708530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -6708526.500000 Penalty: 1075.459717
	Iteration 88Q: 3 clusters Score -6708526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -6708529.500000 Penalty: 1075.459717
	Iteration 89Q: 3 clusters Score -6708530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -6708544.500000 Penalty: 1075.459717
	Iteration 90Q: 3 clusters Score -6708544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -6708530.500000 Penalty: 1075.459717
	Iteration 91Q: 3 clusters Score -6708530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -6708531.000000 Penalty: 1075.459717
	Iteration 92Q: 3 clusters Score -6708531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -6708541.000000 Penalty: 1075.459717
	Iteration 93Q: 3 clusters Score -6708541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -6708518.500000 Penalty: 1075.459717
	Iteration 94Q: 3 clusters Score -6708518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 83437 members 
Entering Unmasked Estep 
Score: -6708523.000000 Penalty: 1075.459717
	Iteration 95Q: 3 clusters Score -6708523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -6708517.500000 Penalty: 1075.459717
	Iteration 96Q: 3 clusters Score -6708518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 83451 members 
Entering Unmasked Estep 
Score: -6708517.500000 Penalty: 1075.459717
	Iteration 97Q: 3 clusters Score -6708518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -6708516.500000 Penalty: 1075.459717
	Iteration 98Q: 3 clusters Score -6708516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -6708524.500000 Penalty: 1075.459717
	Iteration 99Q: 3 clusters Score -6708524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -6708526.000000 Penalty: 1075.459717
	Iteration 100F: 3 clusters Score -6708526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -6708518.000000 Penalty: 1075.459717
	Iteration 101Q: 3 clusters Score -6708518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -6708536.000000 Penalty: 1075.459717
	Iteration 102Q: 3 clusters Score -6708536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -6708533.000000 Penalty: 1075.459717
	Iteration 103Q: 3 clusters Score -6708533 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -6708544.500000 Penalty: 1075.459717
	Iteration 104Q: 3 clusters Score -6708544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 83356 members 
Entering Unmasked Estep 
Score: -6708546.000000 Penalty: 1075.459717
	Iteration 105Q: 3 clusters Score -6708546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -6708548.500000 Penalty: 1075.459717
	Iteration 106Q: 3 clusters Score -6708548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -6708539.000000 Penalty: 1075.459717
	Iteration 107Q: 3 clusters Score -6708539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 83312 members 
Entering Unmasked Estep 
Score: -6708539.500000 Penalty: 1075.459717
	Iteration 108Q: 3 clusters Score -6708540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -6708535.500000 Penalty: 1075.459717
	Iteration 109Q: 3 clusters Score -6708536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -6708544.000000 Penalty: 1075.459717
	Iteration 110Q: 3 clusters Score -6708544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -6708543.500000 Penalty: 1075.459717
	Iteration 111Q: 3 clusters Score -6708544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 83214 members 
Entering Unmasked Estep 
Score: -6708536.500000 Penalty: 1075.459717
	Iteration 112Q: 3 clusters Score -6708536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 83195 members 
Entering Unmasked Estep 
Score: -6708533.500000 Penalty: 1075.459717
	Iteration 113Q: 3 clusters Score -6708534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -6708532.500000 Penalty: 1075.459717
	Iteration 114Q: 3 clusters Score -6708532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -6708535.500000 Penalty: 1075.459717
	Iteration 115Q: 3 clusters Score -6708536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -6708540.500000 Penalty: 1075.459717
	Iteration 116Q: 3 clusters Score -6708540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -6708540.500000 Penalty: 1075.459717
	Iteration 117Q: 3 clusters Score -6708540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -6708539.000000 Penalty: 1075.459717
	Iteration 118Q: 3 clusters Score -6708539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -6708529.000000 Penalty: 1075.459717
	Iteration 119Q: 3 clusters Score -6708529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -6708520.000000 Penalty: 1075.459717
	Iteration 120F: 3 clusters Score -6708520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -6708519.000000 Penalty: 1075.459717
	Iteration 121Q: 3 clusters Score -6708519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -6708524.000000 Penalty: 1075.459717
	Iteration 122Q: 3 clusters Score -6708524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -6708523.500000 Penalty: 1075.459717
	Iteration 123Q: 3 clusters Score -6708524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -6708525.000000 Penalty: 1075.459717
	Iteration 124Q: 3 clusters Score -6708525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -6708530.500000 Penalty: 1075.459717
	Iteration 125Q: 3 clusters Score -6708530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -6708537.000000 Penalty: 1075.459717
	Iteration 126Q: 3 clusters Score -6708537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -6708539.000000 Penalty: 1075.459717
	Iteration 127Q: 3 clusters Score -6708539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -6708537.500000 Penalty: 1075.459717
	Iteration 128Q: 3 clusters Score -6708538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -6708532.000000 Penalty: 1075.459717
	Iteration 129Q: 3 clusters Score -6708532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -6708532.000000 Penalty: 1075.459717
	Iteration 130Q: 3 clusters Score -6708532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -6708529.000000 Penalty: 1075.459717
	Iteration 131Q: 3 clusters Score -6708529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -6708526.000000 Penalty: 1075.459717
	Iteration 132Q: 3 clusters Score -6708526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 83174 members 
Entering Unmasked Estep 
Score: -6708524.500000 Penalty: 1075.459717
	Iteration 133Q: 3 clusters Score -6708524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -6708522.500000 Penalty: 1075.459717
	Iteration 134Q: 3 clusters Score -6708522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -6708525.500000 Penalty: 1075.459717
	Iteration 135Q: 3 clusters Score -6708526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -6708525.500000 Penalty: 1075.459717
	Iteration 136F: 3 clusters Score -6708526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -31359.287109 Penalty: 296.621216
	Iteration 0F: 2 clusters Score -31359.29 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 358 members 
Entering Unmasked Estep 
Score: -30788.257812 Penalty: 593.242432
	Iteration 0F: 3 clusters Score -30788.26 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -31302.957031 Penalty: 593.242432
	Iteration 1F: 3 clusters Score -31302.96 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -31467.761719 Penalty: 593.242432
	Iteration 2F: 3 clusters Score -31467.76 nChanged 36
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: -31515.498047 Penalty: 593.242432
	Iteration 3F: 3 clusters Score -31515.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -31540.906250 Penalty: 593.242432
	Iteration 4Q: 3 clusters Score -31540.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -31563.595703 Penalty: 593.242432
	Iteration 5Q: 3 clusters Score -31563.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -31595.892578 Penalty: 593.242432
	Iteration 6Q: 3 clusters Score -31595.89 nChanged 19
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: -31662.097656 Penalty: 593.242432
	Iteration 7Q: 3 clusters Score -31662.1 nChanged 9
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: -31691.007812 Penalty: 593.242432
	Iteration 8Q: 3 clusters Score -31691.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -31698.166016 Penalty: 593.242432
	Iteration 9Q: 3 clusters Score -31698.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -31701.804688 Penalty: 593.242432
	Iteration 10Q: 3 clusters Score -31701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -31701.804688 Penalty: 593.242432
	Iteration 11F: 3 clusters Score -31701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 192076 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 20510 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 158 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 220690 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Mstep: Class 63 contains 520 members 
Entering Unmasked Estep 
Score: -90685384.000000 Penalty: 41539.402344
Splitting cluster 45 changes total score from -90685368.000000 to -90685384.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 46 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -39766.652344 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -39766.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -39090.898438 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -39090.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39257.515625 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -39257.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39285.093750 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -39285.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39303.101562 Penalty: 604.347534
	Iteration 3Q: 3 clusters Score -39303.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -39317.937500 Penalty: 604.347534
	Iteration 4Q: 3 clusters Score -39317.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -39332.007812 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -39332.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39335.664062 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -39335.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39338.410156 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -39338.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39339.597656 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -39339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39344.089844 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -39344.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39348.488281 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -39348.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39350.671875 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -39350.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -39352.992188 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -39352.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -39356.593750 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -39356.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -39359.519531 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -39359.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -39363.683594 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -39363.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -39367.597656 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -39367.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -39370.246094 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -39370.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -39371.859375 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -39371.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -39373.457031 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -39373.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39374.796875 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -39374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -39375.457031 Penalty: 604.347534
	Iteration 21Q: 3 clusters Score -39375.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -39375.937500 Penalty: 604.347534
	Iteration 22Q: 3 clusters Score -39375.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -39375.937500 Penalty: 604.347534
	Iteration 23F: 3 clusters Score -39375.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (10113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Entering Unmasked Estep 
Score: -497485.718750 Penalty: 419.581726
	Iteration 0F: 2 clusters Score -497485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -490770.812500 Penalty: 839.163452
	Iteration 0F: 3 clusters Score -490770.8 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -493371.875000 Penalty: 839.163452
	Iteration 1F: 3 clusters Score -493371.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -493537.875000 Penalty: 839.163452
	Iteration 2Q: 3 clusters Score -493537.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -493749.281250 Penalty: 839.163452
	Iteration 3Q: 3 clusters Score -493749.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -494053.093750 Penalty: 839.163452
	Iteration 4F: 3 clusters Score -494053.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -494508.468750 Penalty: 839.163452
	Iteration 5F: 3 clusters Score -494508.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -494938.781250 Penalty: 839.163452
	Iteration 6F: 3 clusters Score -494938.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -495170.906250 Penalty: 839.163452
	Iteration 7Q: 3 clusters Score -495170.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -495249.062500 Penalty: 839.163452
	Iteration 8Q: 3 clusters Score -495249.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -495282.406250 Penalty: 839.163452
	Iteration 9Q: 3 clusters Score -495282.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -495303.812500 Penalty: 839.163452
	Iteration 10Q: 3 clusters Score -495303.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -495321.031250 Penalty: 839.163452
	Iteration 11Q: 3 clusters Score -495321 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -495337.687500 Penalty: 839.163452
	Iteration 12Q: 3 clusters Score -495337.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -495350.937500 Penalty: 839.163452
	Iteration 13Q: 3 clusters Score -495350.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -495368.562500 Penalty: 839.163452
	Iteration 14Q: 3 clusters Score -495368.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -495387.218750 Penalty: 839.163452
	Iteration 15Q: 3 clusters Score -495387.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -495410.187500 Penalty: 839.163452
	Iteration 16Q: 3 clusters Score -495410.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -495427.593750 Penalty: 839.163452
	Iteration 17Q: 3 clusters Score -495427.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -495441.875000 Penalty: 839.163452
	Iteration 18Q: 3 clusters Score -495441.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -495454.718750 Penalty: 839.163452
	Iteration 19Q: 3 clusters Score -495454.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -495465.906250 Penalty: 839.163452
	Iteration 20F: 3 clusters Score -495465.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -495475.093750 Penalty: 839.163452
	Iteration 21Q: 3 clusters Score -495475.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -495485.218750 Penalty: 839.163452
	Iteration 22Q: 3 clusters Score -495485.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -495496.968750 Penalty: 839.163452
	Iteration 23Q: 3 clusters Score -495497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -495510.812500 Penalty: 839.163452
	Iteration 24Q: 3 clusters Score -495510.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -495527.187500 Penalty: 839.163452
	Iteration 25Q: 3 clusters Score -495527.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -495545.625000 Penalty: 839.163452
	Iteration 26Q: 3 clusters Score -495545.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -495573.031250 Penalty: 839.163452
	Iteration 27Q: 3 clusters Score -495573 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -495610.468750 Penalty: 839.163452
	Iteration 28Q: 3 clusters Score -495610.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -495659.125000 Penalty: 839.163452
	Iteration 29Q: 3 clusters Score -495659.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -495719.875000 Penalty: 839.163452
	Iteration 30Q: 3 clusters Score -495719.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -495794.312500 Penalty: 839.163452
	Iteration 31Q: 3 clusters Score -495794.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -495872.781250 Penalty: 839.163452
	Iteration 32Q: 3 clusters Score -495872.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -495974.687500 Penalty: 839.163452
	Iteration 33Q: 3 clusters Score -495974.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -496088.531250 Penalty: 839.163452
	Iteration 34Q: 3 clusters Score -496088.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -496220.937500 Penalty: 839.163452
	Iteration 35Q: 3 clusters Score -496220.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -496397.062500 Penalty: 839.163452
	Iteration 36Q: 3 clusters Score -496397.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -496599.937500 Penalty: 839.163452
	Iteration 37Q: 3 clusters Score -496599.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -496763.687500 Penalty: 839.163452
	Iteration 38Q: 3 clusters Score -496763.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -496879.968750 Penalty: 839.163452
	Iteration 39Q: 3 clusters Score -496880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -496997.156250 Penalty: 839.163452
	Iteration 40F: 3 clusters Score -496997.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -497071.937500 Penalty: 839.163452
	Iteration 41Q: 3 clusters Score -497071.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -497112.812500 Penalty: 839.163452
	Iteration 42Q: 3 clusters Score -497112.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -497140.125000 Penalty: 839.163452
	Iteration 43Q: 3 clusters Score -497140.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -497159.687500 Penalty: 839.163452
	Iteration 44Q: 3 clusters Score -497159.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -497175.906250 Penalty: 839.163452
	Iteration 45Q: 3 clusters Score -497175.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -497185.687500 Penalty: 839.163452
	Iteration 46Q: 3 clusters Score -497185.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -497190.968750 Penalty: 839.163452
	Iteration 47Q: 3 clusters Score -497191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -497196.500000 Penalty: 839.163452
	Iteration 48Q: 3 clusters Score -497196.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -497201.781250 Penalty: 839.163452
	Iteration 49Q: 3 clusters Score -497201.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -497205.156250 Penalty: 839.163452
	Iteration 50Q: 3 clusters Score -497205.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -497206.281250 Penalty: 839.163452
	Iteration 51Q: 3 clusters Score -497206.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -497206.906250 Penalty: 839.163452
	Iteration 52Q: 3 clusters Score -497206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -497208.062500 Penalty: 839.163452
	Iteration 53Q: 3 clusters Score -497208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -497208.062500 Penalty: 839.163452
	Iteration 54Q: 3 clusters Score -497208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -497207.906250 Penalty: 839.163452
	Iteration 55Q: 3 clusters Score -497207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -497207.906250 Penalty: 839.163452
	Iteration 56F: 3 clusters Score -497207.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -10710.560547 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -10710.56 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 228 members 
Entering Unmasked Estep 
Score: -10280.593750 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -10280.59 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10532.748047 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -10532.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10647.514648 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -10647.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10703.921875 Penalty: 557.346191
	Iteration 3F: 3 clusters Score -10703.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10734.362305 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -10734.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10761.480469 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -10761.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10782.500000 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -10782.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10787.432617 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -10787.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10789.358398 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -10789.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10789.921875 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -10789.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10790.879883 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -10790.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10791.553711 Penalty: 557.346191
	Iteration 11Q: 3 clusters Score -10791.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10791.553711 Penalty: 557.346191
	Iteration 12F: 3 clusters Score -10791.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 192076 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 20510 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 158 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 111 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 220690 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Mstep: Class 63 contains 520 members 
Mstep: Class 64 contains 346 members 
Entering Unmasked Estep 
Score: -90685328.000000 Penalty: 42198.757812
Splitting cluster 48 changes total score from -90685368.000000 to -90685328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -22250.509766 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -22250.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21810.142578 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -21810.14 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21952.308594 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -21952.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22009.236328 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -22009.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22042.550781 Penalty: 551.167358
	Iteration 3F: 3 clusters Score -22042.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22081.779297 Penalty: 551.167358
	Iteration 4Q: 3 clusters Score -22081.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22105.716797 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -22105.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22124.083984 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -22124.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22134.158203 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -22134.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22143.173828 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -22143.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22154.964844 Penalty: 551.167358
	Iteration 9Q: 3 clusters Score -22154.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22167.402344 Penalty: 551.167358
	Iteration 10Q: 3 clusters Score -22167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22173.544922 Penalty: 551.167358
	Iteration 11Q: 3 clusters Score -22173.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22175.673828 Penalty: 551.167358
	Iteration 12Q: 3 clusters Score -22175.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22176.826172 Penalty: 551.167358
	Iteration 13Q: 3 clusters Score -22176.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22177.199219 Penalty: 551.167358
	Iteration 14Q: 3 clusters Score -22177.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22177.199219 Penalty: 551.167358
	Iteration 15F: 3 clusters Score -22177.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -11730.650391 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -11730.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11396.212891 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -11396.21 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11520.452148 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -11520.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11601.924805 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -11601.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11650.292969 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -11650.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11676.361328 Penalty: 503.897430
	Iteration 4F: 3 clusters Score -11676.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11685.259766 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -11685.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11692.537109 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -11692.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11696.189453 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -11696.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11703.291016 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -11703.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11721.790039 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -11721.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11752.124023 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -11752.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11805.080078 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -11805.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11916.274414 Penalty: 503.897430
	Iteration 12Q: 3 clusters Score -11916.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11946.841797 Penalty: 503.897430
	Iteration 13Q: 3 clusters Score -11946.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11959.323242 Penalty: 503.897430
	Iteration 14Q: 3 clusters Score -11959.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11961.680664 Penalty: 503.897430
	Iteration 15Q: 3 clusters Score -11961.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11961.680664 Penalty: 503.897430
	Iteration 16F: 3 clusters Score -11961.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 192076 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 20510 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 158 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 126 members 
Mstep: Class 51 contains 220690 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Mstep: Class 63 contains 520 members 
Mstep: Class 64 contains 128 members 
Entering Unmasked Estep 
Score: -90684928.000000 Penalty: 42198.757812
Splitting cluster 50 changes total score from -90685368.000000 to -90684928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (220690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220690 members 
Entering Unmasked Estep 
Score: -10986488.000000 Penalty: 559.855408
	Iteration 0F: 2 clusters Score -1.098649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 110263 members 
Entering Unmasked Estep 
Score: -10843523.000000 Penalty: 1119.710815
	Iteration 0F: 3 clusters Score -1.084352e+07 nChanged 108622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115557 members 
Mstep: Class 2 contains 105133 members 
Entering Unmasked Estep 
Score: -10913996.000000 Penalty: 1119.710815
	Iteration 1F: 3 clusters Score -1.0914e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118042 members 
Mstep: Class 2 contains 102648 members 
Entering Unmasked Estep 
Score: -10919848.000000 Penalty: 1119.710815
	Iteration 2Q: 3 clusters Score -1.091985e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120780 members 
Mstep: Class 2 contains 99910 members 
Entering Unmasked Estep 
Score: -10929106.000000 Penalty: 1119.710815
	Iteration 3F: 3 clusters Score -1.092911e+07 nChanged 15299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
Score: -10941840.000000 Penalty: 1119.710815
	Iteration 4F: 3 clusters Score -1.094184e+07 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124786 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -10953420.000000 Penalty: 1119.710815
	Iteration 5F: 3 clusters Score -1.095342e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126289 members 
Mstep: Class 2 contains 94401 members 
Entering Unmasked Estep 
Score: -10959226.000000 Penalty: 1119.710815
	Iteration 6F: 3 clusters Score -1.095923e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 92800 members 
Entering Unmasked Estep 
Score: -10961526.000000 Penalty: 1119.710815
	Iteration 7Q: 3 clusters Score -1.096153e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129624 members 
Mstep: Class 2 contains 91066 members 
Entering Unmasked Estep 
Score: -10962874.000000 Penalty: 1119.710815
	Iteration 8Q: 3 clusters Score -1.096287e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131363 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -10964188.000000 Penalty: 1119.710815
	Iteration 9Q: 3 clusters Score -1.096419e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133171 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -10965726.000000 Penalty: 1119.710815
	Iteration 10Q: 3 clusters Score -1.096573e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134973 members 
Mstep: Class 2 contains 85717 members 
Entering Unmasked Estep 
Score: -10967716.000000 Penalty: 1119.710815
	Iteration 11Q: 3 clusters Score -1.096772e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136782 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -10969898.000000 Penalty: 1119.710815
	Iteration 12Q: 3 clusters Score -1.09699e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138550 members 
Mstep: Class 2 contains 82140 members 
Entering Unmasked Estep 
Score: -10972348.000000 Penalty: 1119.710815
	Iteration 13Q: 3 clusters Score -1.097235e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140081 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -10974733.000000 Penalty: 1119.710815
	Iteration 14Q: 3 clusters Score -1.097473e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141624 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -10976980.000000 Penalty: 1119.710815
	Iteration 15Q: 3 clusters Score -1.097698e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142982 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -10979057.000000 Penalty: 1119.710815
	Iteration 16Q: 3 clusters Score -1.097906e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144084 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -10980787.000000 Penalty: 1119.710815
	Iteration 17Q: 3 clusters Score -1.098079e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144973 members 
Mstep: Class 2 contains 75717 members 
Entering Unmasked Estep 
Score: -10982131.000000 Penalty: 1119.710815
	Iteration 18Q: 3 clusters Score -1.098213e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145615 members 
Mstep: Class 2 contains 75075 members 
Entering Unmasked Estep 
Score: -10982998.000000 Penalty: 1119.710815
	Iteration 19Q: 3 clusters Score -1.0983e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146197 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -10983621.000000 Penalty: 1119.710815
	Iteration 20F: 3 clusters Score -1.098362e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146572 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -10983989.000000 Penalty: 1119.710815
	Iteration 21Q: 3 clusters Score -1.098399e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146840 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -10984355.000000 Penalty: 1119.710815
	Iteration 22Q: 3 clusters Score -1.098436e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -10984533.000000 Penalty: 1119.710815
	Iteration 23Q: 3 clusters Score -1.098453e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146981 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -10984608.000000 Penalty: 1119.710815
	Iteration 24Q: 3 clusters Score -1.098461e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146965 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -10984734.000000 Penalty: 1119.710815
	Iteration 25Q: 3 clusters Score -1.098473e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146931 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -10984842.000000 Penalty: 1119.710815
	Iteration 26Q: 3 clusters Score -1.098484e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146778 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -10984821.000000 Penalty: 1119.710815
	Iteration 27Q: 3 clusters Score -1.098482e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -10984849.000000 Penalty: 1119.710815
	Iteration 28Q: 3 clusters Score -1.098485e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146394 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -10984899.000000 Penalty: 1119.710815
	Iteration 29Q: 3 clusters Score -1.09849e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146177 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -10984975.000000 Penalty: 1119.710815
	Iteration 30Q: 3 clusters Score -1.098498e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145913 members 
Mstep: Class 2 contains 74777 members 
Entering Unmasked Estep 
Score: -10984995.000000 Penalty: 1119.710815
	Iteration 31Q: 3 clusters Score -1.0985e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145643 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -10985013.000000 Penalty: 1119.710815
	Iteration 32Q: 3 clusters Score -1.098501e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145296 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -10985080.000000 Penalty: 1119.710815
	Iteration 33Q: 3 clusters Score -1.098508e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144948 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -10985144.000000 Penalty: 1119.710815
	Iteration 34Q: 3 clusters Score -1.098514e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144562 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -10985134.000000 Penalty: 1119.710815
	Iteration 35Q: 3 clusters Score -1.098513e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144156 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -10985128.000000 Penalty: 1119.710815
	Iteration 36Q: 3 clusters Score -1.098513e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143712 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -10985084.000000 Penalty: 1119.710815
	Iteration 37Q: 3 clusters Score -1.098508e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -10985092.000000 Penalty: 1119.710815
	Iteration 38Q: 3 clusters Score -1.098509e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142793 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -10985106.000000 Penalty: 1119.710815
	Iteration 39Q: 3 clusters Score -1.098511e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142409 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -10985119.000000 Penalty: 1119.710815
	Iteration 40F: 3 clusters Score -1.098512e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -10985160.000000 Penalty: 1119.710815
	Iteration 41Q: 3 clusters Score -1.098516e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141611 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -10985139.000000 Penalty: 1119.710815
	Iteration 42Q: 3 clusters Score -1.098514e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141191 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -10985185.000000 Penalty: 1119.710815
	Iteration 43Q: 3 clusters Score -1.098518e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140729 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -10985239.000000 Penalty: 1119.710815
	Iteration 44Q: 3 clusters Score -1.098524e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140291 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -10985308.000000 Penalty: 1119.710815
	Iteration 45Q: 3 clusters Score -1.098531e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139814 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -10985397.000000 Penalty: 1119.710815
	Iteration 46Q: 3 clusters Score -1.09854e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139301 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -10985432.000000 Penalty: 1119.710815
	Iteration 47Q: 3 clusters Score -1.098543e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138817 members 
Mstep: Class 2 contains 81873 members 
Entering Unmasked Estep 
Score: -10985463.000000 Penalty: 1119.710815
	Iteration 48Q: 3 clusters Score -1.098546e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138371 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -10985468.000000 Penalty: 1119.710815
	Iteration 49Q: 3 clusters Score -1.098547e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137907 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -10985514.000000 Penalty: 1119.710815
	Iteration 50Q: 3 clusters Score -1.098551e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137401 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -10985485.000000 Penalty: 1119.710815
	Iteration 51Q: 3 clusters Score -1.098548e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136826 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -10985506.000000 Penalty: 1119.710815
	Iteration 52Q: 3 clusters Score -1.098551e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136209 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -10985505.000000 Penalty: 1119.710815
	Iteration 53Q: 3 clusters Score -1.09855e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135581 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -10985524.000000 Penalty: 1119.710815
	Iteration 54Q: 3 clusters Score -1.098552e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -10985613.000000 Penalty: 1119.710815
	Iteration 55Q: 3 clusters Score -1.098561e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134234 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -10985661.000000 Penalty: 1119.710815
	Iteration 56Q: 3 clusters Score -1.098566e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133571 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -10985669.000000 Penalty: 1119.710815
	Iteration 57Q: 3 clusters Score -1.098567e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132878 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -10985705.000000 Penalty: 1119.710815
	Iteration 58Q: 3 clusters Score -1.09857e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132159 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -10985701.000000 Penalty: 1119.710815
	Iteration 59Q: 3 clusters Score -1.09857e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131416 members 
Mstep: Class 2 contains 89274 members 
Entering Unmasked Estep 
Score: -10985674.000000 Penalty: 1119.710815
	Iteration 60F: 3 clusters Score -1.098567e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130659 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -10985748.000000 Penalty: 1119.710815
	Iteration 61Q: 3 clusters Score -1.098575e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -10985752.000000 Penalty: 1119.710815
	Iteration 62Q: 3 clusters Score -1.098575e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128895 members 
Mstep: Class 2 contains 91795 members 
Entering Unmasked Estep 
Score: -10985785.000000 Penalty: 1119.710815
	Iteration 63Q: 3 clusters Score -1.098578e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127934 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -10985867.000000 Penalty: 1119.710815
	Iteration 64Q: 3 clusters Score -1.098587e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127041 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -10985883.000000 Penalty: 1119.710815
	Iteration 65Q: 3 clusters Score -1.098588e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126077 members 
Mstep: Class 2 contains 94613 members 
Entering Unmasked Estep 
Score: -10985923.000000 Penalty: 1119.710815
	Iteration 66Q: 3 clusters Score -1.098592e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125125 members 
Mstep: Class 2 contains 95565 members 
Entering Unmasked Estep 
Score: -10986015.000000 Penalty: 1119.710815
	Iteration 67Q: 3 clusters Score -1.098602e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124120 members 
Mstep: Class 2 contains 96570 members 
Entering Unmasked Estep 
Score: -10986054.000000 Penalty: 1119.710815
	Iteration 68Q: 3 clusters Score -1.098605e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123044 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
Score: -10986073.000000 Penalty: 1119.710815
	Iteration 69Q: 3 clusters Score -1.098607e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121951 members 
Mstep: Class 2 contains 98739 members 
Entering Unmasked Estep 
Score: -10986152.000000 Penalty: 1119.710815
	Iteration 70Q: 3 clusters Score -1.098615e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -10986221.000000 Penalty: 1119.710815
	Iteration 71Q: 3 clusters Score -1.098622e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119630 members 
Mstep: Class 2 contains 101060 members 
Entering Unmasked Estep 
Score: -10986301.000000 Penalty: 1119.710815
	Iteration 72Q: 3 clusters Score -1.09863e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 102263 members 
Entering Unmasked Estep 
Score: -10986301.000000 Penalty: 1119.710815
	Iteration 73Q: 3 clusters Score -1.09863e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117330 members 
Mstep: Class 2 contains 103360 members 
Entering Unmasked Estep 
Score: -10986308.000000 Penalty: 1119.710815
	Iteration 74Q: 3 clusters Score -1.098631e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116246 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -10986390.000000 Penalty: 1119.710815
	Iteration 75Q: 3 clusters Score -1.098639e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115205 members 
Mstep: Class 2 contains 105485 members 
Entering Unmasked Estep 
Score: -10986343.000000 Penalty: 1119.710815
	Iteration 76Q: 3 clusters Score -1.098634e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114207 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -10986369.000000 Penalty: 1119.710815
	Iteration 77Q: 3 clusters Score -1.098637e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113137 members 
Mstep: Class 2 contains 107553 members 
Entering Unmasked Estep 
Score: -10986464.000000 Penalty: 1119.710815
	Iteration 78Q: 3 clusters Score -1.098646e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112227 members 
Mstep: Class 2 contains 108463 members 
Entering Unmasked Estep 
Score: -10986516.000000 Penalty: 1119.710815
	Iteration 79Q: 3 clusters Score -1.098652e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 109409 members 
Entering Unmasked Estep 
Score: -10986552.000000 Penalty: 1119.710815
	Iteration 80F: 3 clusters Score -1.098655e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110329 members 
Mstep: Class 2 contains 110361 members 
Entering Unmasked Estep 
Score: -10986674.000000 Penalty: 1119.710815
	Iteration 81Q: 3 clusters Score -1.098667e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109380 members 
Mstep: Class 2 contains 111310 members 
Entering Unmasked Estep 
Score: -10986690.000000 Penalty: 1119.710815
	Iteration 82Q: 3 clusters Score -1.098669e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108299 members 
Mstep: Class 2 contains 112391 members 
Entering Unmasked Estep 
Score: -10986763.000000 Penalty: 1119.710815
	Iteration 83Q: 3 clusters Score -1.098676e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -10986765.000000 Penalty: 1119.710815
	Iteration 84Q: 3 clusters Score -1.098676e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 114691 members 
Entering Unmasked Estep 
Score: -10986802.000000 Penalty: 1119.710815
	Iteration 85Q: 3 clusters Score -1.09868e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104896 members 
Mstep: Class 2 contains 115794 members 
Entering Unmasked Estep 
Score: -10986795.000000 Penalty: 1119.710815
	Iteration 86Q: 3 clusters Score -1.09868e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103818 members 
Mstep: Class 2 contains 116872 members 
Entering Unmasked Estep 
Score: -10986842.000000 Penalty: 1119.710815
	Iteration 87Q: 3 clusters Score -1.098684e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 117875 members 
Entering Unmasked Estep 
Score: -10986857.000000 Penalty: 1119.710815
	Iteration 88Q: 3 clusters Score -1.098686e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 118853 members 
Entering Unmasked Estep 
Score: -10986814.000000 Penalty: 1119.710815
	Iteration 89Q: 3 clusters Score -1.098681e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 119907 members 
Entering Unmasked Estep 
Score: -10986806.000000 Penalty: 1119.710815
	Iteration 90Q: 3 clusters Score -1.098681e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 120900 members 
Entering Unmasked Estep 
Score: -10986874.000000 Penalty: 1119.710815
	Iteration 91Q: 3 clusters Score -1.098687e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 121878 members 
Entering Unmasked Estep 
Score: -10986912.000000 Penalty: 1119.710815
	Iteration 92Q: 3 clusters Score -1.098691e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 122675 members 
Entering Unmasked Estep 
Score: -10986918.000000 Penalty: 1119.710815
	Iteration 93Q: 3 clusters Score -1.098692e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 123419 members 
Entering Unmasked Estep 
Score: -10986986.000000 Penalty: 1119.710815
	Iteration 94Q: 3 clusters Score -1.098699e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 124118 members 
Entering Unmasked Estep 
Score: -10986965.000000 Penalty: 1119.710815
	Iteration 95Q: 3 clusters Score -1.098696e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 124782 members 
Entering Unmasked Estep 
Score: -10986957.000000 Penalty: 1119.710815
	Iteration 96Q: 3 clusters Score -1.098696e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 125384 members 
Entering Unmasked Estep 
Score: -10986992.000000 Penalty: 1119.710815
	Iteration 97Q: 3 clusters Score -1.098699e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94668 members 
Mstep: Class 2 contains 126022 members 
Entering Unmasked Estep 
Score: -10987040.000000 Penalty: 1119.710815
	Iteration 98Q: 3 clusters Score -1.098704e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 126729 members 
Entering Unmasked Estep 
Score: -10987022.000000 Penalty: 1119.710815
	Iteration 99Q: 3 clusters Score -1.098702e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -10987068.000000 Penalty: 1119.710815
	Iteration 100F: 3 clusters Score -1.098707e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 127994 members 
Entering Unmasked Estep 
Score: -10987071.000000 Penalty: 1119.710815
	Iteration 101Q: 3 clusters Score -1.098707e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 128538 members 
Entering Unmasked Estep 
Score: -10987075.000000 Penalty: 1119.710815
	Iteration 102Q: 3 clusters Score -1.098708e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 129036 members 
Entering Unmasked Estep 
Score: -10987067.000000 Penalty: 1119.710815
	Iteration 103Q: 3 clusters Score -1.098707e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 129485 members 
Entering Unmasked Estep 
Score: -10987087.000000 Penalty: 1119.710815
	Iteration 104Q: 3 clusters Score -1.098709e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 129930 members 
Entering Unmasked Estep 
Score: -10987051.000000 Penalty: 1119.710815
	Iteration 105Q: 3 clusters Score -1.098705e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 130402 members 
Entering Unmasked Estep 
Score: -10987038.000000 Penalty: 1119.710815
	Iteration 106Q: 3 clusters Score -1.098704e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89832 members 
Mstep: Class 2 contains 130858 members 
Entering Unmasked Estep 
Score: -10987088.000000 Penalty: 1119.710815
	Iteration 107Q: 3 clusters Score -1.098709e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 131242 members 
Entering Unmasked Estep 
Score: -10987095.000000 Penalty: 1119.710815
	Iteration 108Q: 3 clusters Score -1.09871e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 131688 members 
Entering Unmasked Estep 
Score: -10987113.000000 Penalty: 1119.710815
	Iteration 109Q: 3 clusters Score -1.098711e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 132113 members 
Entering Unmasked Estep 
Score: -10987130.000000 Penalty: 1119.710815
	Iteration 110Q: 3 clusters Score -1.098713e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88159 members 
Mstep: Class 2 contains 132531 members 
Entering Unmasked Estep 
Score: -10987118.000000 Penalty: 1119.710815
	Iteration 111Q: 3 clusters Score -1.098712e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
Score: -10987129.000000 Penalty: 1119.710815
	Iteration 112Q: 3 clusters Score -1.098713e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 133282 members 
Entering Unmasked Estep 
Score: -10987127.000000 Penalty: 1119.710815
	Iteration 113Q: 3 clusters Score -1.098713e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 133547 members 
Entering Unmasked Estep 
Score: -10987114.000000 Penalty: 1119.710815
	Iteration 114Q: 3 clusters Score -1.098711e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -10987098.000000 Penalty: 1119.710815
	Iteration 115Q: 3 clusters Score -1.09871e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 134123 members 
Entering Unmasked Estep 
Score: -10987128.000000 Penalty: 1119.710815
	Iteration 116Q: 3 clusters Score -1.098713e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 134390 members 
Entering Unmasked Estep 
Score: -10987101.000000 Penalty: 1119.710815
	Iteration 117Q: 3 clusters Score -1.09871e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 134609 members 
Entering Unmasked Estep 
Score: -10987143.000000 Penalty: 1119.710815
	Iteration 118Q: 3 clusters Score -1.098714e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 134858 members 
Entering Unmasked Estep 
Score: -10987179.000000 Penalty: 1119.710815
	Iteration 119Q: 3 clusters Score -1.098718e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 135080 members 
Entering Unmasked Estep 
Score: -10987188.000000 Penalty: 1119.710815
	Iteration 120F: 3 clusters Score -1.098719e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 135255 members 
Entering Unmasked Estep 
Score: -10987181.000000 Penalty: 1119.710815
	Iteration 121Q: 3 clusters Score -1.098718e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85266 members 
Mstep: Class 2 contains 135424 members 
Entering Unmasked Estep 
Score: -10987197.000000 Penalty: 1119.710815
	Iteration 122Q: 3 clusters Score -1.09872e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 135610 members 
Entering Unmasked Estep 
Score: -10987183.000000 Penalty: 1119.710815
	Iteration 123Q: 3 clusters Score -1.098718e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 135807 members 
Entering Unmasked Estep 
Score: -10987183.000000 Penalty: 1119.710815
	Iteration 124Q: 3 clusters Score -1.098718e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 135982 members 
Entering Unmasked Estep 
Score: -10987188.000000 Penalty: 1119.710815
	Iteration 125Q: 3 clusters Score -1.098719e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 136107 members 
Entering Unmasked Estep 
Score: -10987207.000000 Penalty: 1119.710815
	Iteration 126Q: 3 clusters Score -1.098721e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 136248 members 
Entering Unmasked Estep 
Score: -10987210.000000 Penalty: 1119.710815
	Iteration 127Q: 3 clusters Score -1.098721e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 136403 members 
Entering Unmasked Estep 
Score: -10987214.000000 Penalty: 1119.710815
	Iteration 128Q: 3 clusters Score -1.098721e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84141 members 
Mstep: Class 2 contains 136549 members 
Entering Unmasked Estep 
Score: -10987196.000000 Penalty: 1119.710815
	Iteration 129Q: 3 clusters Score -1.09872e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83932 members 
Mstep: Class 2 contains 136758 members 
Entering Unmasked Estep 
Score: -10987154.000000 Penalty: 1119.710815
	Iteration 130Q: 3 clusters Score -1.098715e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 136913 members 
Entering Unmasked Estep 
Score: -10987140.000000 Penalty: 1119.710815
	Iteration 131Q: 3 clusters Score -1.098714e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 137079 members 
Entering Unmasked Estep 
Score: -10987147.000000 Penalty: 1119.710815
	Iteration 132Q: 3 clusters Score -1.098715e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 137219 members 
Entering Unmasked Estep 
Score: -10987142.000000 Penalty: 1119.710815
	Iteration 133Q: 3 clusters Score -1.098714e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 137332 members 
Entering Unmasked Estep 
Score: -10987147.000000 Penalty: 1119.710815
	Iteration 134Q: 3 clusters Score -1.098715e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 137431 members 
Entering Unmasked Estep 
Score: -10987158.000000 Penalty: 1119.710815
	Iteration 135Q: 3 clusters Score -1.098716e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 137539 members 
Entering Unmasked Estep 
Score: -10987143.000000 Penalty: 1119.710815
	Iteration 136Q: 3 clusters Score -1.098714e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 137616 members 
Entering Unmasked Estep 
Score: -10987132.000000 Penalty: 1119.710815
	Iteration 137Q: 3 clusters Score -1.098713e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 137715 members 
Entering Unmasked Estep 
Score: -10987134.000000 Penalty: 1119.710815
	Iteration 138Q: 3 clusters Score -1.098713e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 137798 members 
Entering Unmasked Estep 
Score: -10987133.000000 Penalty: 1119.710815
	Iteration 139Q: 3 clusters Score -1.098713e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82785 members 
Mstep: Class 2 contains 137905 members 
Entering Unmasked Estep 
Score: -10987131.000000 Penalty: 1119.710815
	Iteration 140F: 3 clusters Score -1.098713e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82704 members 
Mstep: Class 2 contains 137986 members 
Entering Unmasked Estep 
Score: -10987105.000000 Penalty: 1119.710815
	Iteration 141Q: 3 clusters Score -1.09871e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 138095 members 
Entering Unmasked Estep 
Score: -10987137.000000 Penalty: 1119.710815
	Iteration 142Q: 3 clusters Score -1.098714e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82480 members 
Mstep: Class 2 contains 138210 members 
Entering Unmasked Estep 
Score: -10987142.000000 Penalty: 1119.710815
	Iteration 143Q: 3 clusters Score -1.098714e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 138316 members 
Entering Unmasked Estep 
Score: -10987174.000000 Penalty: 1119.710815
	Iteration 144Q: 3 clusters Score -1.098717e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 138400 members 
Entering Unmasked Estep 
Score: -10987166.000000 Penalty: 1119.710815
	Iteration 145Q: 3 clusters Score -1.098717e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 138488 members 
Entering Unmasked Estep 
Score: -10987188.000000 Penalty: 1119.710815
	Iteration 146Q: 3 clusters Score -1.098719e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 138560 members 
Entering Unmasked Estep 
Score: -10987166.000000 Penalty: 1119.710815
	Iteration 147Q: 3 clusters Score -1.098717e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 138619 members 
Entering Unmasked Estep 
Score: -10987175.000000 Penalty: 1119.710815
	Iteration 148Q: 3 clusters Score -1.098718e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 138645 members 
Entering Unmasked Estep 
Score: -10987164.000000 Penalty: 1119.710815
	Iteration 149Q: 3 clusters Score -1.098716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 138667 members 
Entering Unmasked Estep 
Score: -10987171.000000 Penalty: 1119.710815
	Iteration 150Q: 3 clusters Score -1.098717e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 138720 members 
Entering Unmasked Estep 
Score: -10987161.000000 Penalty: 1119.710815
	Iteration 151Q: 3 clusters Score -1.098716e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 138765 members 
Entering Unmasked Estep 
Score: -10987161.000000 Penalty: 1119.710815
	Iteration 152Q: 3 clusters Score -1.098716e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 138804 members 
Entering Unmasked Estep 
Score: -10987151.000000 Penalty: 1119.710815
	Iteration 153Q: 3 clusters Score -1.098715e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 138841 members 
Entering Unmasked Estep 
Score: -10987151.000000 Penalty: 1119.710815
	Iteration 154Q: 3 clusters Score -1.098715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 138862 members 
Entering Unmasked Estep 
Score: -10987147.000000 Penalty: 1119.710815
	Iteration 155Q: 3 clusters Score -1.098715e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 138895 members 
Entering Unmasked Estep 
Score: -10987174.000000 Penalty: 1119.710815
	Iteration 156Q: 3 clusters Score -1.098717e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 138939 members 
Entering Unmasked Estep 
Score: -10987156.000000 Penalty: 1119.710815
	Iteration 157Q: 3 clusters Score -1.098716e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81714 members 
Mstep: Class 2 contains 138976 members 
Entering Unmasked Estep 
Score: -10987157.000000 Penalty: 1119.710815
	Iteration 158Q: 3 clusters Score -1.098716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 139001 members 
Entering Unmasked Estep 
Score: -10987154.000000 Penalty: 1119.710815
	Iteration 159Q: 3 clusters Score -1.098715e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 139040 members 
Entering Unmasked Estep 
Score: -10987158.000000 Penalty: 1119.710815
	Iteration 160F: 3 clusters Score -1.098716e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 139085 members 
Entering Unmasked Estep 
Score: -10987149.000000 Penalty: 1119.710815
	Iteration 161Q: 3 clusters Score -1.098715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 139110 members 
Entering Unmasked Estep 
Score: -10987141.000000 Penalty: 1119.710815
	Iteration 162Q: 3 clusters Score -1.098714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81563 members 
Mstep: Class 2 contains 139127 members 
Entering Unmasked Estep 
Score: -10987149.000000 Penalty: 1119.710815
	Iteration 163Q: 3 clusters Score -1.098715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 139148 members 
Entering Unmasked Estep 
Score: -10987149.000000 Penalty: 1119.710815
	Iteration 164Q: 3 clusters Score -1.098715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 139183 members 
Entering Unmasked Estep 
Score: -10987131.000000 Penalty: 1119.710815
	Iteration 165Q: 3 clusters Score -1.098713e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 139223 members 
Entering Unmasked Estep 
Score: -10987145.000000 Penalty: 1119.710815
	Iteration 166Q: 3 clusters Score -1.098714e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 139291 members 
Entering Unmasked Estep 
Score: -10987138.000000 Penalty: 1119.710815
	Iteration 167Q: 3 clusters Score -1.098714e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 139323 members 
Entering Unmasked Estep 
Score: -10987136.000000 Penalty: 1119.710815
	Iteration 168Q: 3 clusters Score -1.098714e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 139351 members 
Entering Unmasked Estep 
Score: -10987151.000000 Penalty: 1119.710815
	Iteration 169Q: 3 clusters Score -1.098715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 139378 members 
Entering Unmasked Estep 
Score: -10987147.000000 Penalty: 1119.710815
	Iteration 170Q: 3 clusters Score -1.098715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 139388 members 
Entering Unmasked Estep 
Score: -10987146.000000 Penalty: 1119.710815
	Iteration 171Q: 3 clusters Score -1.098715e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 139407 members 
Entering Unmasked Estep 
Score: -10987149.000000 Penalty: 1119.710815
	Iteration 172Q: 3 clusters Score -1.098715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 139424 members 
Entering Unmasked Estep 
Score: -10987152.000000 Penalty: 1119.710815
	Iteration 173Q: 3 clusters Score -1.098715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 139435 members 
Entering Unmasked Estep 
Score: -10987151.000000 Penalty: 1119.710815
	Iteration 174Q: 3 clusters Score -1.098715e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 139461 members 
Entering Unmasked Estep 
Score: -10987171.000000 Penalty: 1119.710815
	Iteration 175Q: 3 clusters Score -1.098717e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 139511 members 
Entering Unmasked Estep 
Score: -10987160.000000 Penalty: 1119.710815
	Iteration 176Q: 3 clusters Score -1.098716e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 139541 members 
Entering Unmasked Estep 
Score: -10987166.000000 Penalty: 1119.710815
	Iteration 177Q: 3 clusters Score -1.098717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 139546 members 
Entering Unmasked Estep 
Score: -10987172.000000 Penalty: 1119.710815
	Iteration 178Q: 3 clusters Score -1.098717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 139547 members 
Entering Unmasked Estep 
Score: -10987176.000000 Penalty: 1119.710815
	Iteration 179Q: 3 clusters Score -1.098718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 139552 members 
Entering Unmasked Estep 
Score: -10987172.000000 Penalty: 1119.710815
	Iteration 180F: 3 clusters Score -1.098717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 139557 members 
Entering Unmasked Estep 
Score: -10987178.000000 Penalty: 1119.710815
	Iteration 181Q: 3 clusters Score -1.098718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 139558 members 
Entering Unmasked Estep 
Score: -10987170.000000 Penalty: 1119.710815
	Iteration 182Q: 3 clusters Score -1.098717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 139560 members 
Entering Unmasked Estep 
Score: -10987178.000000 Penalty: 1119.710815
	Iteration 183Q: 3 clusters Score -1.098718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 139560 members 
Entering Unmasked Estep 
Score: -10987176.000000 Penalty: 1119.710815
	Iteration 184Q: 3 clusters Score -1.098718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 139562 members 
Entering Unmasked Estep 
Score: -10987173.000000 Penalty: 1119.710815
	Iteration 185Q: 3 clusters Score -1.098717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 139570 members 
Entering Unmasked Estep 
Score: -10987178.000000 Penalty: 1119.710815
	Iteration 186Q: 3 clusters Score -1.098718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 139562 members 
Entering Unmasked Estep 
Score: -10987169.000000 Penalty: 1119.710815
	Iteration 187Q: 3 clusters Score -1.098717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 139568 members 
Entering Unmasked Estep 
Score: -10987169.000000 Penalty: 1119.710815
	Iteration 188Q: 3 clusters Score -1.098717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 139579 members 
Entering Unmasked Estep 
Score: -10987160.000000 Penalty: 1119.710815
	Iteration 189Q: 3 clusters Score -1.098716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 139581 members 
Entering Unmasked Estep 
Score: -10987165.000000 Penalty: 1119.710815
	Iteration 190Q: 3 clusters Score -1.098716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 139592 members 
Entering Unmasked Estep 
Score: -10987170.000000 Penalty: 1119.710815
	Iteration 191Q: 3 clusters Score -1.098717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 139595 members 
Entering Unmasked Estep 
Score: -10987180.000000 Penalty: 1119.710815
	Iteration 192Q: 3 clusters Score -1.098718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 139600 members 
Entering Unmasked Estep 
Score: -10987167.000000 Penalty: 1119.710815
	Iteration 193Q: 3 clusters Score -1.098717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 139607 members 
Entering Unmasked Estep 
Score: -10987188.000000 Penalty: 1119.710815
	Iteration 194Q: 3 clusters Score -1.098719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 139610 members 
Entering Unmasked Estep 
Score: -10987186.000000 Penalty: 1119.710815
	Iteration 195Q: 3 clusters Score -1.098719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 139610 members 
Entering Unmasked Estep 
Score: -10987187.000000 Penalty: 1119.710815
	Iteration 196Q: 3 clusters Score -1.098719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 139610 members 
Entering Unmasked Estep 
Score: -10987187.000000 Penalty: 1119.710815
	Iteration 197F: 3 clusters Score -1.098719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 192076 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 20510 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 158 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 81080 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Mstep: Class 63 contains 520 members 
Mstep: Class 64 contains 139610 members 
Entering Unmasked Estep 
Score: -90684736.000000 Penalty: 42198.757812
Splitting cluster 51 changes total score from -90685368.000000 to -90684736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -2890.655518 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -2890.656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3007.156494 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -3007.156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 8 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: 53027.480469 Penalty: 190.629288
	Iteration 1F: 2 clusters Score 53027.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -2890.655518 Penalty: 190.629288
	Iteration 2F: 2 clusters Score -2890.656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -10819.052734 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -10819.05 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 112 members 
Entering Unmasked Estep 
Score: -10518.344727 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -10518.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10627.266602 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -10627.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10789.314453 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -10789.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10843.445312 Penalty: 496.822296
	Iteration 3F: 3 clusters Score -10843.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10857.618164 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -10857.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10864.342773 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -10864.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10885.081055 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -10885.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10900.836914 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -10900.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10904.768555 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -10904.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10908.365234 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -10908.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10912.879883 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -10912.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10912.879883 Penalty: 496.822296
	Iteration 11F: 3 clusters Score -10912.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 192076 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 20510 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 158 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 220690 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 162 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Mstep: Class 63 contains 520 members 
Mstep: Class 64 contains 73 members 
Entering Unmasked Estep 
Score: -90684936.000000 Penalty: 42198.757812
Splitting cluster 53 changes total score from -90685368.000000 to -90684936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -45012.132812 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -45012.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -44200.542969 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -44200.54 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -44426.183594 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -44426.18 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -44469.476562 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -44469.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -44511.093750 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -44511.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -44542.925781 Penalty: 628.058105
	Iteration 4Q: 3 clusters Score -44542.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -44573.531250 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -44573.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -44601.144531 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -44601.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44621.085938 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -44621.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44644.968750 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -44644.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44671.882812 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -44671.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44692.054688 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -44692.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44710.371094 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -44710.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44726.683594 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -44726.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44740.664062 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -44740.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44758.574219 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -44758.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44783.109375 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -44783.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44809.058594 Penalty: 628.058105
	Iteration 16Q: 3 clusters Score -44809.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44816.464844 Penalty: 628.058105
	Iteration 17Q: 3 clusters Score -44816.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44821.355469 Penalty: 628.058105
	Iteration 18Q: 3 clusters Score -44821.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44823.785156 Penalty: 628.058105
	Iteration 19Q: 3 clusters Score -44823.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44832.148438 Penalty: 628.058105
	Iteration 20F: 3 clusters Score -44832.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44837.574219 Penalty: 628.058105
	Iteration 21Q: 3 clusters Score -44837.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44841.929688 Penalty: 628.058105
	Iteration 22Q: 3 clusters Score -44841.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44846.484375 Penalty: 628.058105
	Iteration 23Q: 3 clusters Score -44846.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44851.851562 Penalty: 628.058105
	Iteration 24Q: 3 clusters Score -44851.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44852.707031 Penalty: 628.058105
	Iteration 25Q: 3 clusters Score -44852.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44853.695312 Penalty: 628.058105
	Iteration 26Q: 3 clusters Score -44853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44854.328125 Penalty: 628.058105
	Iteration 27Q: 3 clusters Score -44854.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44854.445312 Penalty: 628.058105
	Iteration 28Q: 3 clusters Score -44854.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44854.445312 Penalty: 628.058105
	Iteration 29F: 3 clusters Score -44854.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (101075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Entering Unmasked Estep 
Score: -5121353.000000 Penalty: 524.324585
	Iteration 0F: 2 clusters Score -5121353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -5053274.000000 Penalty: 1048.649170
	Iteration 0F: 3 clusters Score -5053274 nChanged 49289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -5083479.000000 Penalty: 1048.649170
	Iteration 1F: 3 clusters Score -5083479 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -5084879.000000 Penalty: 1048.649170
	Iteration 2Q: 3 clusters Score -5084879 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -5087333.500000 Penalty: 1048.649170
	Iteration 3Q: 3 clusters Score -5087334 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -5092027.000000 Penalty: 1048.649170
	Iteration 4F: 3 clusters Score -5092027 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -5100624.500000 Penalty: 1048.649170
	Iteration 5F: 3 clusters Score -5100624 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -5110573.500000 Penalty: 1048.649170
	Iteration 6F: 3 clusters Score -5110574 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -5115053.000000 Penalty: 1048.649170
	Iteration 7F: 3 clusters Score -5115053 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -5116256.000000 Penalty: 1048.649170
	Iteration 8Q: 3 clusters Score -5116256 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -5116716.000000 Penalty: 1048.649170
	Iteration 9Q: 3 clusters Score -5116716 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -5117027.500000 Penalty: 1048.649170
	Iteration 10Q: 3 clusters Score -5117028 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -5117265.000000 Penalty: 1048.649170
	Iteration 11Q: 3 clusters Score -5117265 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -5117320.500000 Penalty: 1048.649170
	Iteration 12Q: 3 clusters Score -5117320 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -5117365.000000 Penalty: 1048.649170
	Iteration 13Q: 3 clusters Score -5117365 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -5117423.000000 Penalty: 1048.649170
	Iteration 14Q: 3 clusters Score -5117423 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -5117445.500000 Penalty: 1048.649170
	Iteration 15Q: 3 clusters Score -5117446 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -5117482.000000 Penalty: 1048.649170
	Iteration 16Q: 3 clusters Score -5117482 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -5117515.500000 Penalty: 1048.649170
	Iteration 17Q: 3 clusters Score -5117516 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -5117569.500000 Penalty: 1048.649170
	Iteration 18Q: 3 clusters Score -5117570 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -5117603.000000 Penalty: 1048.649170
	Iteration 19Q: 3 clusters Score -5117603 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -5117628.500000 Penalty: 1048.649170
	Iteration 20F: 3 clusters Score -5117628 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -5117655.000000 Penalty: 1048.649170
	Iteration 21Q: 3 clusters Score -5117655 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -5117661.000000 Penalty: 1048.649170
	Iteration 22Q: 3 clusters Score -5117661 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -5117667.500000 Penalty: 1048.649170
	Iteration 23Q: 3 clusters Score -5117668 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -5117671.000000 Penalty: 1048.649170
	Iteration 24Q: 3 clusters Score -5117671 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -5117705.000000 Penalty: 1048.649170
	Iteration 25Q: 3 clusters Score -5117705 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -5117737.000000 Penalty: 1048.649170
	Iteration 26Q: 3 clusters Score -5117737 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -5117766.500000 Penalty: 1048.649170
	Iteration 27Q: 3 clusters Score -5117766 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -5117813.500000 Penalty: 1048.649170
	Iteration 28Q: 3 clusters Score -5117814 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -5117815.000000 Penalty: 1048.649170
	Iteration 29Q: 3 clusters Score -5117815 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -5117874.000000 Penalty: 1048.649170
	Iteration 30Q: 3 clusters Score -5117874 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -5117898.000000 Penalty: 1048.649170
	Iteration 31Q: 3 clusters Score -5117898 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -5117933.000000 Penalty: 1048.649170
	Iteration 32Q: 3 clusters Score -5117933 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 64743 members 
Entering Unmasked Estep 
Score: -5117959.000000 Penalty: 1048.649170
	Iteration 33Q: 3 clusters Score -5117959 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -5118003.500000 Penalty: 1048.649170
	Iteration 34Q: 3 clusters Score -5118004 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -5118047.500000 Penalty: 1048.649170
	Iteration 35Q: 3 clusters Score -5118048 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -5118092.500000 Penalty: 1048.649170
	Iteration 36Q: 3 clusters Score -5118092 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -5118114.000000 Penalty: 1048.649170
	Iteration 37Q: 3 clusters Score -5118114 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -5118132.000000 Penalty: 1048.649170
	Iteration 38Q: 3 clusters Score -5118132 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -5118152.000000 Penalty: 1048.649170
	Iteration 39Q: 3 clusters Score -5118152 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5118246 nChanged 458
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Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5118292 nChanged 473
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Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5118341 nChanged 508
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Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5118403 nChanged 505
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Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5118436 nChanged 509
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Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5118550 nChanged 474
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Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5118622 nChanged 459
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Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5118658 nChanged 461
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Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5118684 nChanged 448
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Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5118772 nChanged 417
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Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5118810 nChanged 399
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Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5118822 nChanged 413
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Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5118850 nChanged 428
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Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5118868 nChanged 400
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Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5118929 nChanged 387
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Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5118963 nChanged 369
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Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 77001 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5119004 nChanged 353
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Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5119020 nChanged 330
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Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5119022 nChanged 324
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Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5119056 nChanged 347
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Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5119096 nChanged 371
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Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 79909 members 
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Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 80694 members 
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Mstep: Class 1 contains 20001 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5119304 nChanged 383
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Mstep: Class 1 contains 19618 members 
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Mstep: Class 1 contains 19200 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18794 members 
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Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17988 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 83473 members 
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Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 83836 members 
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Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16447 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5119703 nChanged 399
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Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14480 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 86964 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 87748 members 
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	Iteration 88Q: 3 clusters Score -5120016 nChanged 328
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Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 88076 members 
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	Iteration 89Q: 3 clusters Score -5120030 nChanged 310
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Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 88386 members 
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	Iteration 90Q: 3 clusters Score -5120057 nChanged 320
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Mstep: Class 1 contains 12369 members 
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	Iteration 91Q: 3 clusters Score -5120108 nChanged 286
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Mstep: Class 1 contains 12083 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5120132 nChanged 266
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Mstep: Class 1 contains 11817 members 
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	Iteration 93Q: 3 clusters Score -5120140 nChanged 262
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Mstep: Class 1 contains 11555 members 
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	Iteration 94Q: 3 clusters Score -5120174 nChanged 267
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Mstep: Class 1 contains 11288 members 
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	Iteration 95Q: 3 clusters Score -5120211 nChanged 262
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Mstep: Class 1 contains 11026 members 
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	Iteration 96Q: 3 clusters Score -5120246 nChanged 262
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Mstep: Class 1 contains 10764 members 
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	Iteration 97Q: 3 clusters Score -5120268 nChanged 257
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Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5120274 nChanged 245
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Mstep: Class 1 contains 10264 members 
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	Iteration 99Q: 3 clusters Score -5120320 nChanged 269
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Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5120342 nChanged 286
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Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5120389 nChanged 263
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Mstep: Class 1 contains 9446 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5120415 nChanged 256
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Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 91885 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5120460 nChanged 256
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Mstep: Class 1 contains 8934 members 
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	Iteration 104Q: 3 clusters Score -5120480 nChanged 234
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Mstep: Class 1 contains 8700 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5120514 nChanged 235
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Mstep: Class 1 contains 8465 members 
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Mstep: Class 1 contains 8238 members 
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Mstep: Class 1 contains 8017 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5120571 nChanged 231
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5120583 nChanged 220
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Mstep: Class 1 contains 7566 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7109 members 
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Mstep: Class 2 contains 94203 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5120695 nChanged 222
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5120831 nChanged 191
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5120839 nChanged 175
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Mstep: Class 2 contains 95840 members 
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	Iteration 121Q: 3 clusters Score -5120844 nChanged 172
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Mstep: Class 1 contains 5063 members 
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	Iteration 122Q: 3 clusters Score -5120857 nChanged 176
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5121006 nChanged 121
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	Iteration 131Q: 3 clusters Score -5121025 nChanged 114
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	Iteration 132Q: 3 clusters Score -5121037 nChanged 121
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Mstep: Class 2 contains 97715 members 
Entering Unmasked Estep 
Score: -5121055.000000 Penalty: 1048.649170
	Iteration 133Q: 3 clusters Score -5121055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -5121057.000000 Penalty: 1048.649170
	Iteration 134Q: 3 clusters Score -5121057 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 97929 members 
Entering Unmasked Estep 
Score: -5121057.500000 Penalty: 1048.649170
	Iteration 135Q: 3 clusters Score -5121058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -5121067.500000 Penalty: 1048.649170
	Iteration 136Q: 3 clusters Score -5121068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -5121083.000000 Penalty: 1048.649170
	Iteration 137Q: 3 clusters Score -5121083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -5121089.500000 Penalty: 1048.649170
	Iteration 138Q: 3 clusters Score -5121090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -5121115.500000 Penalty: 1048.649170
	Iteration 139Q: 3 clusters Score -5121116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -5121107.000000 Penalty: 1048.649170
	Iteration 140F: 3 clusters Score -5121107 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -5121128.000000 Penalty: 1048.649170
	Iteration 141Q: 3 clusters Score -5121128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 98518 members 
Entering Unmasked Estep 
Score: -5121129.500000 Penalty: 1048.649170
	Iteration 142Q: 3 clusters Score -5121130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -5121127.000000 Penalty: 1048.649170
	Iteration 143Q: 3 clusters Score -5121127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 98622 members 
Entering Unmasked Estep 
Score: -5121131.000000 Penalty: 1048.649170
	Iteration 144Q: 3 clusters Score -5121131 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 98669 members 
Entering Unmasked Estep 
Score: -5121139.500000 Penalty: 1048.649170
	Iteration 145Q: 3 clusters Score -5121140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -5121135.000000 Penalty: 1048.649170
	Iteration 146Q: 3 clusters Score -5121135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 98737 members 
Entering Unmasked Estep 
Score: -5121134.500000 Penalty: 1048.649170
	Iteration 147Q: 3 clusters Score -5121134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -5121129.500000 Penalty: 1048.649170
	Iteration 148Q: 3 clusters Score -5121130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -5121130.000000 Penalty: 1048.649170
	Iteration 149Q: 3 clusters Score -5121130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 98829 members 
Entering Unmasked Estep 
Score: -5121138.500000 Penalty: 1048.649170
	Iteration 150Q: 3 clusters Score -5121138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -5121145.500000 Penalty: 1048.649170
	Iteration 151Q: 3 clusters Score -5121146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 98890 members 
Entering Unmasked Estep 
Score: -5121148.000000 Penalty: 1048.649170
	Iteration 152Q: 3 clusters Score -5121148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 98916 members 
Entering Unmasked Estep 
Score: -5121148.000000 Penalty: 1048.649170
	Iteration 153Q: 3 clusters Score -5121148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 98945 members 
Entering Unmasked Estep 
Score: -5121141.000000 Penalty: 1048.649170
	Iteration 154Q: 3 clusters Score -5121141 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -5121139.000000 Penalty: 1048.649170
	Iteration 155Q: 3 clusters Score -5121139 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -5121145.000000 Penalty: 1048.649170
	Iteration 156Q: 3 clusters Score -5121145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 99088 members 
Entering Unmasked Estep 
Score: -5121159.000000 Penalty: 1048.649170
	Iteration 157Q: 3 clusters Score -5121159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -5121139.000000 Penalty: 1048.649170
	Iteration 158Q: 3 clusters Score -5121139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -5121141.500000 Penalty: 1048.649170
	Iteration 159Q: 3 clusters Score -5121142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 99223 members 
Entering Unmasked Estep 
Score: -5121148.500000 Penalty: 1048.649170
	Iteration 160F: 3 clusters Score -5121148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -5121159.500000 Penalty: 1048.649170
	Iteration 161Q: 3 clusters Score -5121160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -5121170.000000 Penalty: 1048.649170
	Iteration 162Q: 3 clusters Score -5121170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -5121171.500000 Penalty: 1048.649170
	Iteration 163Q: 3 clusters Score -5121172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -5121173.000000 Penalty: 1048.649170
	Iteration 164Q: 3 clusters Score -5121173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 99435 members 
Entering Unmasked Estep 
Score: -5121177.500000 Penalty: 1048.649170
	Iteration 165Q: 3 clusters Score -5121178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -5121181.500000 Penalty: 1048.649170
	Iteration 166Q: 3 clusters Score -5121182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -5121185.000000 Penalty: 1048.649170
	Iteration 167Q: 3 clusters Score -5121185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -5121184.000000 Penalty: 1048.649170
	Iteration 168Q: 3 clusters Score -5121184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 99536 members 
Entering Unmasked Estep 
Score: -5121186.000000 Penalty: 1048.649170
	Iteration 169Q: 3 clusters Score -5121186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -5121189.500000 Penalty: 1048.649170
	Iteration 170Q: 3 clusters Score -5121190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 99574 members 
Entering Unmasked Estep 
Score: -5121185.500000 Penalty: 1048.649170
	Iteration 171Q: 3 clusters Score -5121186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -5121188.500000 Penalty: 1048.649170
	Iteration 172Q: 3 clusters Score -5121188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 99607 members 
Entering Unmasked Estep 
Score: -5121193.000000 Penalty: 1048.649170
	Iteration 173Q: 3 clusters Score -5121193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 99623 members 
Entering Unmasked Estep 
Score: -5121193.000000 Penalty: 1048.649170
	Iteration 174Q: 3 clusters Score -5121193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -5121189.500000 Penalty: 1048.649170
	Iteration 175Q: 3 clusters Score -5121190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 99642 members 
Entering Unmasked Estep 
Score: -5121185.000000 Penalty: 1048.649170
	Iteration 176Q: 3 clusters Score -5121185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -5121184.000000 Penalty: 1048.649170
	Iteration 177Q: 3 clusters Score -5121184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -5121184.500000 Penalty: 1048.649170
	Iteration 178Q: 3 clusters Score -5121184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 99648 members 
Entering Unmasked Estep 
Score: -5121186.000000 Penalty: 1048.649170
	Iteration 179Q: 3 clusters Score -5121186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 99652 members 
Entering Unmasked Estep 
Score: -5121187.000000 Penalty: 1048.649170
	Iteration 180F: 3 clusters Score -5121187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 99656 members 
Entering Unmasked Estep 
Score: -5121194.500000 Penalty: 1048.649170
	Iteration 181Q: 3 clusters Score -5121194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -5121190.500000 Penalty: 1048.649170
	Iteration 182Q: 3 clusters Score -5121190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 99664 members 
Entering Unmasked Estep 
Score: -5121188.500000 Penalty: 1048.649170
	Iteration 183Q: 3 clusters Score -5121188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 99669 members 
Entering Unmasked Estep 
Score: -5121191.000000 Penalty: 1048.649170
	Iteration 184Q: 3 clusters Score -5121191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -5121193.000000 Penalty: 1048.649170
	Iteration 185Q: 3 clusters Score -5121193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 99678 members 
Entering Unmasked Estep 
Score: -5121189.000000 Penalty: 1048.649170
	Iteration 186Q: 3 clusters Score -5121189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -5121186.500000 Penalty: 1048.649170
	Iteration 187Q: 3 clusters Score -5121186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -5121187.000000 Penalty: 1048.649170
	Iteration 188Q: 3 clusters Score -5121187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 99691 members 
Entering Unmasked Estep 
Score: -5121185.500000 Penalty: 1048.649170
	Iteration 189Q: 3 clusters Score -5121186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 99694 members 
Entering Unmasked Estep 
Score: -5121188.500000 Penalty: 1048.649170
	Iteration 190Q: 3 clusters Score -5121188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 99695 members 
Entering Unmasked Estep 
Score: -5121187.000000 Penalty: 1048.649170
	Iteration 191Q: 3 clusters Score -5121187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 99694 members 
Entering Unmasked Estep 
Score: -5121188.500000 Penalty: 1048.649170
	Iteration 192Q: 3 clusters Score -5121188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 99694 members 
Entering Unmasked Estep 
Score: -5121188.500000 Penalty: 1048.649170
	Iteration 193F: 3 clusters Score -5121188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10235.884766 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10235.88 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 149 members 
Entering Unmasked Estep 
Score: -9887.918945 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9887.919 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9984.376953 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -9984.377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10009.844727 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -10009.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10031.581055 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -10031.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10049.049805 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -10049.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10068.171875 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -10068.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10097.081055 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -10097.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10120.049805 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -10120.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10142.078125 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -10142.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10166.245117 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -10166.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10214.821289 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -10214.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10241.334961 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -10241.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10258.766602 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -10258.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10276.619141 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -10276.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10278.369141 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -10278.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10279.017578 Penalty: 517.822693
	Iteration 15Q: 3 clusters Score -10279.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10285.407227 Penalty: 517.822693
	Iteration 16F: 3 clusters Score -10285.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10287.462891 Penalty: 517.822693
	Iteration 17Q: 3 clusters Score -10287.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10288.235352 Penalty: 517.822693
	Iteration 18Q: 3 clusters Score -10288.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10288.235352 Penalty: 517.822693
	Iteration 19F: 3 clusters Score -10288.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 192076 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 20510 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 158 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 220690 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 169 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Mstep: Class 63 contains 520 members 
Mstep: Class 64 contains 127 members 
Entering Unmasked Estep 
Score: -90685056.000000 Penalty: 42198.757812
Splitting cluster 56 changes total score from -90685368.000000 to -90685056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (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: -8977.496094 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -8977.496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8733.975586 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -8733.976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8897.591797 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -8897.592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8990.990234 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -8990.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9142.930664 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -9142.931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9159.710938 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -9159.711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9167.103516 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -9167.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9167.103516 Penalty: 471.029633
	Iteration 6F: 3 clusters Score -9167.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 192076 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 20510 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 158 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 220690 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 40 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Mstep: Class 63 contains 520 members 
Mstep: Class 64 contains 137 members 
Entering Unmasked Estep 
Score: -90685128.000000 Penalty: 42198.757812
Splitting cluster 57 changes total score from -90685368.000000 to -90685128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -12048.756836 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -12048.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11714.360352 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -11714.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11801.691406 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -11801.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11854.465820 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -11854.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11936.295898 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -11936.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11971.726562 Penalty: 503.538452
	Iteration 4F: 3 clusters Score -11971.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11986.446289 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -11986.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11992.178711 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -11992.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12002.724609 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -12002.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12017.099609 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -12017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12021.319336 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -12021.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12026.941406 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -12026.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12031.313477 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -12031.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12032.102539 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -12032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12032.102539 Penalty: 503.538452
	Iteration 13F: 3 clusters Score -12032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -7975.653320 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -7975.653 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 145 members 
Entering Unmasked Estep 
Score: -7690.521973 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -7690.522 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7791.852051 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -7791.852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7805.077148 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -7805.077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7816.231445 Penalty: 508.098145
	Iteration 3Q: 3 clusters Score -7816.231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7819.106934 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -7819.107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7820.321777 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -7820.322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7823.083984 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -7823.084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7823.506836 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -7823.507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7823.729492 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -7823.729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7824.018066 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -7824.018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7824.497559 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -7824.498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7824.632812 Penalty: 508.098145
	Iteration 11Q: 3 clusters Score -7824.633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7824.783203 Penalty: 508.098145
	Iteration 12Q: 3 clusters Score -7824.783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7825.057617 Penalty: 508.098145
	Iteration 13Q: 3 clusters Score -7825.058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7825.725586 Penalty: 508.098145
	Iteration 14Q: 3 clusters Score -7825.726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7826.321777 Penalty: 508.098145
	Iteration 15Q: 3 clusters Score -7826.322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7826.789062 Penalty: 508.098145
	Iteration 16Q: 3 clusters Score -7826.789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7826.789062 Penalty: 508.098145
	Iteration 17F: 3 clusters Score -7826.789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -30559.941406 Penalty: 291.886902
	Iteration 0F: 2 clusters Score -30559.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -30027.160156 Penalty: 583.773804
	Iteration 0F: 3 clusters Score -30027.16 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30203.312500 Penalty: 583.773804
	Iteration 1F: 3 clusters Score -30203.31 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30260.205078 Penalty: 583.773804
	Iteration 2F: 3 clusters Score -30260.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30308.621094 Penalty: 583.773804
	Iteration 3F: 3 clusters Score -30308.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30344.867188 Penalty: 583.773804
	Iteration 4Q: 3 clusters Score -30344.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30388.365234 Penalty: 583.773804
	Iteration 5Q: 3 clusters Score -30388.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30417.810547 Penalty: 583.773804
	Iteration 6Q: 3 clusters Score -30417.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30441.388672 Penalty: 583.773804
	Iteration 7Q: 3 clusters Score -30441.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30457.621094 Penalty: 583.773804
	Iteration 8Q: 3 clusters Score -30457.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30484.501953 Penalty: 583.773804
	Iteration 9Q: 3 clusters Score -30484.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30507.234375 Penalty: 583.773804
	Iteration 10Q: 3 clusters Score -30507.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30535.236328 Penalty: 583.773804
	Iteration 11Q: 3 clusters Score -30535.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30550.835938 Penalty: 583.773804
	Iteration 12Q: 3 clusters Score -30550.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30563.751953 Penalty: 583.773804
	Iteration 13Q: 3 clusters Score -30563.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30578.482422 Penalty: 583.773804
	Iteration 14Q: 3 clusters Score -30578.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30587.904297 Penalty: 583.773804
	Iteration 15Q: 3 clusters Score -30587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30590.580078 Penalty: 583.773804
	Iteration 16Q: 3 clusters Score -30590.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30592.617188 Penalty: 583.773804
	Iteration 17Q: 3 clusters Score -30592.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30593.015625 Penalty: 583.773804
	Iteration 18Q: 3 clusters Score -30593.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30594.656250 Penalty: 583.773804
	Iteration 19Q: 3 clusters Score -30594.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30596.980469 Penalty: 583.773804
	Iteration 20F: 3 clusters Score -30596.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30597.179688 Penalty: 583.773804
	Iteration 21Q: 3 clusters Score -30597.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30597.179688 Penalty: 583.773804
	Iteration 22F: 3 clusters Score -30597.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 192076 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 20510 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 158 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 220690 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 421 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Mstep: Class 63 contains 520 members 
Mstep: Class 64 contains 190 members 
Entering Unmasked Estep 
Score: -90685128.000000 Penalty: 42198.757812
Splitting cluster 60 changes total score from -90685368.000000 to -90685128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -35092.496094 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -35092.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34497.972656 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -34497.97 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -34816.695312 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -34816.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -34910.214844 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -34910.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34935.312500 Penalty: 610.213135
	Iteration 3Q: 3 clusters Score -34935.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34951.230469 Penalty: 610.213135
	Iteration 4Q: 3 clusters Score -34951.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34966.957031 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -34966.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -34985.792969 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -34985.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35007.738281 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -35007.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35060.171875 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -35060.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35106.554688 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -35106.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35145.808594 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -35145.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35167.320312 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -35167.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35193.832031 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -35193.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35202.113281 Penalty: 610.213135
	Iteration 13Q: 3 clusters Score -35202.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35207.027344 Penalty: 610.213135
	Iteration 14Q: 3 clusters Score -35207.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35213.476562 Penalty: 610.213135
	Iteration 15Q: 3 clusters Score -35213.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -35230.546875 Penalty: 610.213135
	Iteration 16Q: 3 clusters Score -35230.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35249.574219 Penalty: 610.213135
	Iteration 17Q: 3 clusters Score -35249.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -35262.140625 Penalty: 610.213135
	Iteration 18Q: 3 clusters Score -35262.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35269.363281 Penalty: 610.213135
	Iteration 19Q: 3 clusters Score -35269.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35271.949219 Penalty: 610.213135
	Iteration 20F: 3 clusters Score -35271.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35273.164062 Penalty: 610.213135
	Iteration 21Q: 3 clusters Score -35273.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35273.480469 Penalty: 610.213135
	Iteration 22Q: 3 clusters Score -35273.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35275.054688 Penalty: 610.213135
	Iteration 23Q: 3 clusters Score -35275.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35275.054688 Penalty: 610.213135
	Iteration 24F: 3 clusters Score -35275.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 192076 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 20510 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 158 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 220690 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 531 members 
Mstep: Class 62 contains 1994 members 
Mstep: Class 63 contains 520 members 
Mstep: Class 64 contains 286 members 
Entering Unmasked Estep 
Score: -90685192.000000 Penalty: 42198.757812
Splitting cluster 61 changes total score from -90685368.000000 to -90685192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -99188.617188 Penalty: 345.704346
	Iteration 0F: 2 clusters Score -99188.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -97719.140625 Penalty: 691.408691
	Iteration 0F: 3 clusters Score -97719.14 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -98261.976562 Penalty: 691.408691
	Iteration 1F: 3 clusters Score -98261.98 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -98389.343750 Penalty: 691.408691
	Iteration 2F: 3 clusters Score -98389.34 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -98492.671875 Penalty: 691.408691
	Iteration 3F: 3 clusters Score -98492.67 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -98574.539062 Penalty: 691.408691
	Iteration 4F: 3 clusters Score -98574.54 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -98632.406250 Penalty: 691.408691
	Iteration 5Q: 3 clusters Score -98632.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -98660.421875 Penalty: 691.408691
	Iteration 6Q: 3 clusters Score -98660.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -98683.921875 Penalty: 691.408691
	Iteration 7Q: 3 clusters Score -98683.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -98710.281250 Penalty: 691.408691
	Iteration 8Q: 3 clusters Score -98710.28 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -98738.335938 Penalty: 691.408691
	Iteration 9Q: 3 clusters Score -98738.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -98766.382812 Penalty: 691.408691
	Iteration 10Q: 3 clusters Score -98766.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -98794.500000 Penalty: 691.408691
	Iteration 11Q: 3 clusters Score -98794.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -98819.187500 Penalty: 691.408691
	Iteration 12Q: 3 clusters Score -98819.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -98833.890625 Penalty: 691.408691
	Iteration 13Q: 3 clusters Score -98833.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -98843.093750 Penalty: 691.408691
	Iteration 14Q: 3 clusters Score -98843.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -98854.578125 Penalty: 691.408691
	Iteration 15Q: 3 clusters Score -98854.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -98865.046875 Penalty: 691.408691
	Iteration 16Q: 3 clusters Score -98865.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -98872.960938 Penalty: 691.408691
	Iteration 17Q: 3 clusters Score -98872.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -98885.148438 Penalty: 691.408691
	Iteration 18Q: 3 clusters Score -98885.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -98897.570312 Penalty: 691.408691
	Iteration 19Q: 3 clusters Score -98897.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -98904.929688 Penalty: 691.408691
	Iteration 20F: 3 clusters Score -98904.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -98909.265625 Penalty: 691.408691
	Iteration 21Q: 3 clusters Score -98909.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -98912.562500 Penalty: 691.408691
	Iteration 22Q: 3 clusters Score -98912.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -98914.593750 Penalty: 691.408691
	Iteration 23Q: 3 clusters Score -98914.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -98915.679688 Penalty: 691.408691
	Iteration 24Q: 3 clusters Score -98915.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -98916.218750 Penalty: 691.408691
	Iteration 25Q: 3 clusters Score -98916.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -98916.710938 Penalty: 691.408691
	Iteration 26Q: 3 clusters Score -98916.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -98917.156250 Penalty: 691.408691
	Iteration 27Q: 3 clusters Score -98917.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -98917.085938 Penalty: 691.408691
	Iteration 28Q: 3 clusters Score -98917.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -98917.304688 Penalty: 691.408691
	Iteration 29Q: 3 clusters Score -98917.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -98917.304688 Penalty: 691.408691
	Iteration 30F: 3 clusters Score -98917.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 205969 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 92023 members 
Mstep: Class 9 contains 72028 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 98248 members 
Mstep: Class 14 contains 219557 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122161 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2087 members 
Mstep: Class 22 contains 9945 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 192076 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 45336 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 1794 members 
Mstep: Class 34 contains 937 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5660 members 
Mstep: Class 37 contains 6257 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37613 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163500 members 
Mstep: Class 43 contains 9943 members 
Mstep: Class 44 contains 135705 members 
Mstep: Class 45 contains 158 members 
Mstep: Class 46 contains 766 members 
Mstep: Class 47 contains 10113 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 220690 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 994 members 
Mstep: Class 55 contains 101075 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 253 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 611 members 
Mstep: Class 61 contains 817 members 
Mstep: Class 62 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90689144.000000 Penalty: 41539.402344
Iteration 199Q: 64 clusters Score -9.068914e+07 nChanged 19541
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 96659 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 207259 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 21139 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 93260 members 
Mstep: Class 9 contains 71554 members 
Mstep: Class 10 contains 6981 members 
Mstep: Class 11 contains 1902 members 
Mstep: Class 12 contains 2029 members 
Mstep: Class 13 contains 98628 members 
Mstep: Class 14 contains 219415 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 122109 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 10104 members 
Mstep: Class 23 contains 5015 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 193486 members 
Mstep: Class 26 contains 5397 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 45362 members 
Mstep: Class 29 contains 2075 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 19410 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1792 members 
Mstep: Class 34 contains 938 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5663 members 
Mstep: Class 37 contains 6228 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37603 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163542 members 
Mstep: Class 43 contains 9949 members 
Mstep: Class 44 contains 132890 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 10100 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 255 members 
Mstep: Class 51 contains 218107 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 995 members 
Mstep: Class 55 contains 103593 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 252 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 820 members 
Mstep: Class 62 contains 2001 members 
Mstep: Class 63 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90693784.000000 Penalty: 41539.402344
Iteration 200F: 64 clusters Score -9.069378e+07 nChanged 19396
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 96890 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 206552 members 
Mstep: Class 5 contains 269 members 
Mstep: Class 6 contains 21115 members 
Mstep: Class 7 contains 294 members 
Mstep: Class 8 contains 94162 members 
Mstep: Class 9 contains 71117 members 
Mstep: Class 10 contains 6985 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 98776 members 
Mstep: Class 14 contains 219339 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 121846 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 868 members 
Mstep: Class 21 contains 2078 members 
Mstep: Class 22 contains 10247 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 196642 members 
Mstep: Class 26 contains 5385 members 
Mstep: Class 27 contains 2697 members 
Mstep: Class 28 contains 45316 members 
Mstep: Class 29 contains 2054 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 21319 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 1782 members 
Mstep: Class 34 contains 936 members 
Mstep: Class 35 contains 956 members 
Mstep: Class 36 contains 5668 members 
Mstep: Class 37 contains 6196 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37601 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 163437 members 
Mstep: Class 43 contains 9951 members 
Mstep: Class 44 contains 128735 members 
Mstep: Class 45 contains 150 members 
Mstep: Class 46 contains 715 members 
Mstep: Class 47 contains 10093 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 255 members 
Mstep: Class 51 contains 214557 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 998 members 
Mstep: Class 55 contains 106673 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 171 members 
Mstep: Class 58 contains 250 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 816 members 
Mstep: Class 62 contains 1992 members 
Mstep: Class 63 contains 577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90697024.000000 Penalty: 41539.402344
Iteration 201Q: 64 clusters Score -9.069702e+07 nChanged 17639
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 97072 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 205560 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 21112 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 94429 members 
Mstep: Class 9 contains 70714 members 
Mstep: Class 10 contains 6986 members 
Mstep: Class 11 contains 1880 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 98837 members 
Mstep: Class 14 contains 219301 members 
Mstep: Class 15 contains 19022 members 
Mstep: Class 16 contains 1261 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 121243 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 868 members 
Mstep: Class 21 contains 2074 members 
Mstep: Class 22 contains 10384 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 201416 members 
Mstep: Class 26 contains 5385 members 
Mstep: Class 27 contains 2696 members 
Mstep: Class 28 contains 45301 members 
Mstep: Class 29 contains 2033 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 22660 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 1780 members 
Mstep: Class 34 contains 936 members 
Mstep: Class 35 contains 957 members 
Mstep: Class 36 contains 5671 members 
Mstep: Class 37 contains 6170 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37602 members 
Mstep: Class 40 contains 381 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 163517 members 
Mstep: Class 43 contains 9970 members 
Mstep: Class 44 contains 124746 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 692 members 
Mstep: Class 47 contains 10089 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 255 members 
Mstep: Class 51 contains 210538 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 1001 members 
Mstep: Class 55 contains 110033 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 169 members 
Mstep: Class 58 contains 250 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 1993 members 
Mstep: Class 63 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90699008.000000 Penalty: 41539.402344
Iteration 202Q: 64 clusters Score -9.069901e+07 nChanged 18783
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 97163 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 204535 members 
Mstep: Class 5 contains 276 members 
Mstep: Class 6 contains 21113 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 93929 members 
Mstep: Class 9 contains 70440 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 1870 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 98798 members 
Mstep: Class 14 contains 219227 members 
Mstep: Class 15 contains 18935 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 120306 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 868 members 
Mstep: Class 21 contains 2072 members 
Mstep: Class 22 contains 10506 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 207312 members 
Mstep: Class 26 contains 5386 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 45287 members 
Mstep: Class 29 contains 2023 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 24229 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 1779 members 
Mstep: Class 34 contains 934 members 
Mstep: Class 35 contains 960 members 
Mstep: Class 36 contains 5675 members 
Mstep: Class 37 contains 6169 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37601 members 
Mstep: Class 40 contains 381 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 163684 members 
Mstep: Class 43 contains 9976 members 
Mstep: Class 44 contains 121148 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 677 members 
Mstep: Class 47 contains 10071 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 427 members 
Mstep: Class 50 contains 255 members 
Mstep: Class 51 contains 206264 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 1007 members 
Mstep: Class 55 contains 113060 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 165 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 1992 members 
Mstep: Class 63 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90701328.000000 Penalty: 41539.402344
Iteration 203Q: 64 clusters Score -9.070133e+07 nChanged 18915
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 97213 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 203387 members 
Mstep: Class 5 contains 278 members 
Mstep: Class 6 contains 21115 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 92702 members 
Mstep: Class 9 contains 70245 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 1862 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 98658 members 
Mstep: Class 14 contains 219201 members 
Mstep: Class 15 contains 18722 members 
Mstep: Class 16 contains 1252 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 118999 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2067 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 212838 members 
Mstep: Class 26 contains 5379 members 
Mstep: Class 27 contains 2703 members 
Mstep: Class 28 contains 45274 members 
Mstep: Class 29 contains 2019 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 25743 members 
Mstep: Class 32 contains 1482 members 
Mstep: Class 33 contains 1779 members 
Mstep: Class 34 contains 932 members 
Mstep: Class 35 contains 963 members 
Mstep: Class 36 contains 5682 members 
Mstep: Class 37 contains 6174 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37590 members 
Mstep: Class 40 contains 381 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163616 members 
Mstep: Class 43 contains 9994 members 
Mstep: Class 44 contains 118012 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 661 members 
Mstep: Class 47 contains 10048 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 426 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 203900 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 1013 members 
Mstep: Class 55 contains 115743 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 162 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 815 members 
Mstep: Class 62 contains 1994 members 
Mstep: Class 63 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90701864.000000 Penalty: 41539.402344
Iteration 204Q: 64 clusters Score -9.070186e+07 nChanged 18694
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 97247 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 202171 members 
Mstep: Class 5 contains 280 members 
Mstep: Class 6 contains 21119 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 90869 members 
Mstep: Class 9 contains 70149 members 
Mstep: Class 10 contains 6987 members 
Mstep: Class 11 contains 1857 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 98505 members 
Mstep: Class 14 contains 219164 members 
Mstep: Class 15 contains 18454 members 
Mstep: Class 16 contains 1252 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 117443 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2061 members 
Mstep: Class 22 contains 10731 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 217756 members 
Mstep: Class 26 contains 5379 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 45259 members 
Mstep: Class 29 contains 2012 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 27135 members 
Mstep: Class 32 contains 1481 members 
Mstep: Class 33 contains 1771 members 
Mstep: Class 34 contains 934 members 
Mstep: Class 35 contains 967 members 
Mstep: Class 36 contains 5685 members 
Mstep: Class 37 contains 6183 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37587 members 
Mstep: Class 40 contains 381 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163538 members 
Mstep: Class 43 contains 10024 members 
Mstep: Class 44 contains 115306 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 655 members 
Mstep: Class 47 contains 10038 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 203107 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1016 members 
Mstep: Class 55 contains 118062 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 158 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 812 members 
Mstep: Class 62 contains 2000 members 
Mstep: Class 63 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90700888.000000 Penalty: 41539.402344
Iteration 205Q: 64 clusters Score -9.070089e+07 nChanged 18017
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 97219 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 201023 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 21113 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 88731 members 
Mstep: Class 9 contains 70121 members 
Mstep: Class 10 contains 6989 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 98331 members 
Mstep: Class 14 contains 219136 members 
Mstep: Class 15 contains 18155 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 115828 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 870 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 10824 members 
Mstep: Class 23 contains 4902 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 221744 members 
Mstep: Class 26 contains 5369 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 45216 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 28432 members 
Mstep: Class 32 contains 1479 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 936 members 
Mstep: Class 35 contains 971 members 
Mstep: Class 36 contains 5691 members 
Mstep: Class 37 contains 6180 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37584 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 163485 members 
Mstep: Class 43 contains 10059 members 
Mstep: Class 44 contains 112767 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 652 members 
Mstep: Class 47 contains 10021 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 203789 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1019 members 
Mstep: Class 55 contains 120110 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 154 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 812 members 
Mstep: Class 62 contains 2000 members 
Mstep: Class 63 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90698784.000000 Penalty: 41539.402344
Iteration 206Q: 64 clusters Score -9.069878e+07 nChanged 16499
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 97182 members 
Mstep: Class 3 contains 1466 members 
Mstep: Class 4 contains 200046 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 21109 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 86537 members 
Mstep: Class 9 contains 70189 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 98195 members 
Mstep: Class 14 contains 219106 members 
Mstep: Class 15 contains 17833 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 114293 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 870 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 10907 members 
Mstep: Class 23 contains 4889 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 224635 members 
Mstep: Class 26 contains 5354 members 
Mstep: Class 27 contains 2703 members 
Mstep: Class 28 contains 45140 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 29685 members 
Mstep: Class 32 contains 1476 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 939 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 5692 members 
Mstep: Class 37 contains 6208 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37579 members 
Mstep: Class 40 contains 381 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 163517 members 
Mstep: Class 43 contains 10087 members 
Mstep: Class 44 contains 110398 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 646 members 
Mstep: Class 47 contains 9998 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 205431 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1026 members 
Mstep: Class 55 contains 121811 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 150 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 1999 members 
Mstep: Class 63 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90698120.000000 Penalty: 41539.402344
Iteration 207Q: 64 clusters Score -9.069812e+07 nChanged 14847
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 97119 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 199120 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21104 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 84539 members 
Mstep: Class 9 contains 70350 members 
Mstep: Class 10 contains 6991 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 98062 members 
Mstep: Class 14 contains 219068 members 
Mstep: Class 15 contains 17491 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 113025 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 10965 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 226406 members 
Mstep: Class 26 contains 5339 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 45098 members 
Mstep: Class 29 contains 2024 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 30939 members 
Mstep: Class 32 contains 1471 members 
Mstep: Class 33 contains 1766 members 
Mstep: Class 34 contains 941 members 
Mstep: Class 35 contains 974 members 
Mstep: Class 36 contains 5690 members 
Mstep: Class 37 contains 6262 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37572 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 163591 members 
Mstep: Class 43 contains 10115 members 
Mstep: Class 44 contains 108241 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 643 members 
Mstep: Class 47 contains 9969 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 207625 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1032 members 
Mstep: Class 55 contains 123261 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 1999 members 
Mstep: Class 63 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90697816.000000 Penalty: 41539.402344
Iteration 208Q: 64 clusters Score -9.069782e+07 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 97010 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 198062 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21103 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 82944 members 
Mstep: Class 9 contains 70591 members 
Mstep: Class 10 contains 6992 members 
Mstep: Class 11 contains 1839 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 97912 members 
Mstep: Class 14 contains 219016 members 
Mstep: Class 15 contains 17132 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 112023 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 11038 members 
Mstep: Class 23 contains 4870 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 227116 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 45062 members 
Mstep: Class 29 contains 2021 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 32319 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 1764 members 
Mstep: Class 34 contains 940 members 
Mstep: Class 35 contains 976 members 
Mstep: Class 36 contains 5689 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37570 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 163707 members 
Mstep: Class 43 contains 10142 members 
Mstep: Class 44 contains 106255 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 9943 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 210162 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1037 members 
Mstep: Class 55 contains 124527 members 
Mstep: Class 56 contains 295 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2000 members 
Mstep: Class 63 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90698352.000000 Penalty: 41539.402344
Iteration 209Q: 64 clusters Score -9.069835e+07 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 96865 members 
Mstep: Class 3 contains 1462 members 
Mstep: Class 4 contains 196984 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21086 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 81759 members 
Mstep: Class 9 contains 70866 members 
Mstep: Class 10 contains 6995 members 
Mstep: Class 11 contains 1839 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 97803 members 
Mstep: Class 14 contains 218925 members 
Mstep: Class 15 contains 16791 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 111337 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 862 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 11099 members 
Mstep: Class 23 contains 4879 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 226798 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 2693 members 
Mstep: Class 28 contains 45014 members 
Mstep: Class 29 contains 2020 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 33691 members 
Mstep: Class 32 contains 1464 members 
Mstep: Class 33 contains 1764 members 
Mstep: Class 34 contains 941 members 
Mstep: Class 35 contains 981 members 
Mstep: Class 36 contains 5688 members 
Mstep: Class 37 contains 6404 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37570 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 163832 members 
Mstep: Class 43 contains 10164 members 
Mstep: Class 44 contains 104519 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 630 members 
Mstep: Class 47 contains 9929 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 212929 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1042 members 
Mstep: Class 55 contains 125605 members 
Mstep: Class 56 contains 295 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 815 members 
Mstep: Class 62 contains 2002 members 
Mstep: Class 63 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90699800.000000 Penalty: 41539.402344
Iteration 210Q: 64 clusters Score -9.06998e+07 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 96711 members 
Mstep: Class 3 contains 1460 members 
Mstep: Class 4 contains 195933 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 80983 members 
Mstep: Class 9 contains 71130 members 
Mstep: Class 10 contains 7001 members 
Mstep: Class 11 contains 1834 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 97684 members 
Mstep: Class 14 contains 218834 members 
Mstep: Class 15 contains 16490 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 110981 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 861 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 11139 members 
Mstep: Class 23 contains 4882 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 225746 members 
Mstep: Class 26 contains 5326 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 44950 members 
Mstep: Class 29 contains 2015 members 
Mstep: Class 30 contains 230 members 
Mstep: Class 31 contains 35214 members 
Mstep: Class 32 contains 1462 members 
Mstep: Class 33 contains 1765 members 
Mstep: Class 34 contains 943 members 
Mstep: Class 35 contains 986 members 
Mstep: Class 36 contains 5688 members 
Mstep: Class 37 contains 6474 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37570 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 163959 members 
Mstep: Class 43 contains 10192 members 
Mstep: Class 44 contains 102893 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 619 members 
Mstep: Class 47 contains 9902 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 215523 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1046 members 
Mstep: Class 55 contains 126602 members 
Mstep: Class 56 contains 295 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 815 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90700840.000000 Penalty: 41539.402344
Iteration 211Q: 64 clusters Score -9.070084e+07 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 96547 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 194868 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21059 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 80647 members 
Mstep: Class 9 contains 71387 members 
Mstep: Class 10 contains 7006 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 97551 members 
Mstep: Class 14 contains 218754 members 
Mstep: Class 15 contains 16283 members 
Mstep: Class 16 contains 1262 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 110899 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 860 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 4889 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 224165 members 
Mstep: Class 26 contains 5314 members 
Mstep: Class 27 contains 2677 members 
Mstep: Class 28 contains 44900 members 
Mstep: Class 29 contains 2003 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 36706 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 1761 members 
Mstep: Class 34 contains 945 members 
Mstep: Class 35 contains 993 members 
Mstep: Class 36 contains 5691 members 
Mstep: Class 37 contains 6537 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37563 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 164135 members 
Mstep: Class 43 contains 10207 members 
Mstep: Class 44 contains 101267 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 607 members 
Mstep: Class 47 contains 9901 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 217761 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1048 members 
Mstep: Class 55 contains 127708 members 
Mstep: Class 56 contains 295 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90702496.000000 Penalty: 41539.402344
Iteration 212Q: 64 clusters Score -9.07025e+07 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 96418 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 193842 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21043 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 80727 members 
Mstep: Class 9 contains 71767 members 
Mstep: Class 10 contains 7015 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 12 contains 2056 members 
Mstep: Class 13 contains 97466 members 
Mstep: Class 14 contains 218652 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 1261 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 111095 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 859 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 11218 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 222297 members 
Mstep: Class 26 contains 5296 members 
Mstep: Class 27 contains 2670 members 
Mstep: Class 28 contains 44852 members 
Mstep: Class 29 contains 1990 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 38174 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 1756 members 
Mstep: Class 34 contains 949 members 
Mstep: Class 35 contains 996 members 
Mstep: Class 36 contains 5692 members 
Mstep: Class 37 contains 6589 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37562 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 164207 members 
Mstep: Class 43 contains 10225 members 
Mstep: Class 44 contains 99710 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 600 members 
Mstep: Class 47 contains 9903 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 219468 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1049 members 
Mstep: Class 55 contains 128736 members 
Mstep: Class 56 contains 295 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2002 members 
Mstep: Class 63 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90704328.000000 Penalty: 41539.402344
Iteration 213Q: 64 clusters Score -9.070433e+07 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 96316 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 193026 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21044 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 81111 members 
Mstep: Class 9 contains 72142 members 
Mstep: Class 10 contains 7019 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 12 contains 2056 members 
Mstep: Class 13 contains 97401 members 
Mstep: Class 14 contains 218576 members 
Mstep: Class 15 contains 15961 members 
Mstep: Class 16 contains 1262 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 111342 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 856 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 11277 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 220418 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2662 members 
Mstep: Class 28 contains 44803 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 39692 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 951 members 
Mstep: Class 35 contains 1000 members 
Mstep: Class 36 contains 5693 members 
Mstep: Class 37 contains 6645 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37567 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 164353 members 
Mstep: Class 43 contains 10235 members 
Mstep: Class 44 contains 98176 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 9910 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 220524 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1050 members 
Mstep: Class 55 contains 129556 members 
Mstep: Class 56 contains 295 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2004 members 
Mstep: Class 63 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90706520.000000 Penalty: 41539.402344
Iteration 214Q: 64 clusters Score -9.070652e+07 nChanged 13158
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 96271 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 192336 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21042 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 81688 members 
Mstep: Class 9 contains 72437 members 
Mstep: Class 10 contains 7024 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 12 contains 2056 members 
Mstep: Class 13 contains 97348 members 
Mstep: Class 14 contains 218529 members 
Mstep: Class 15 contains 15847 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 111678 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 853 members 
Mstep: Class 21 contains 2054 members 
Mstep: Class 22 contains 11358 members 
Mstep: Class 23 contains 4885 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 218785 members 
Mstep: Class 26 contains 5295 members 
Mstep: Class 27 contains 2654 members 
Mstep: Class 28 contains 44753 members 
Mstep: Class 29 contains 1984 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 41117 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1765 members 
Mstep: Class 34 contains 951 members 
Mstep: Class 35 contains 1004 members 
Mstep: Class 36 contains 5694 members 
Mstep: Class 37 contains 6707 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37566 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 164539 members 
Mstep: Class 43 contains 10246 members 
Mstep: Class 44 contains 96621 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 580 members 
Mstep: Class 47 contains 9921 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 220838 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1050 members 
Mstep: Class 55 contains 130447 members 
Mstep: Class 56 contains 295 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2004 members 
Mstep: Class 63 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90708416.000000 Penalty: 41539.402344
Iteration 215Q: 64 clusters Score -9.070842e+07 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 96284 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 191764 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21040 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 82331 members 
Mstep: Class 9 contains 72686 members 
Mstep: Class 10 contains 7031 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 97304 members 
Mstep: Class 14 contains 218475 members 
Mstep: Class 15 contains 15759 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 112020 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 846 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 22 contains 11455 members 
Mstep: Class 23 contains 4891 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 217391 members 
Mstep: Class 26 contains 5288 members 
Mstep: Class 27 contains 2645 members 
Mstep: Class 28 contains 44689 members 
Mstep: Class 29 contains 1987 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 42749 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1760 members 
Mstep: Class 34 contains 951 members 
Mstep: Class 35 contains 1006 members 
Mstep: Class 36 contains 5695 members 
Mstep: Class 37 contains 6786 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37571 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 164726 members 
Mstep: Class 43 contains 10262 members 
Mstep: Class 44 contains 95057 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 567 members 
Mstep: Class 47 contains 9910 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 220636 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1052 members 
Mstep: Class 55 contains 131201 members 
Mstep: Class 56 contains 295 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 815 members 
Mstep: Class 62 contains 2004 members 
Mstep: Class 63 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90709472.000000 Penalty: 41539.402344
Iteration 216Q: 64 clusters Score -9.070947e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 96338 members 
Mstep: Class 3 contains 1460 members 
Mstep: Class 4 contains 191272 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21052 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 83004 members 
Mstep: Class 9 contains 72904 members 
Mstep: Class 10 contains 7035 members 
Mstep: Class 11 contains 1839 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 97252 members 
Mstep: Class 14 contains 218449 members 
Mstep: Class 15 contains 15696 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 112316 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 840 members 
Mstep: Class 21 contains 2051 members 
Mstep: Class 22 contains 11568 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 216351 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 2641 members 
Mstep: Class 28 contains 44662 members 
Mstep: Class 29 contains 1991 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 44471 members 
Mstep: Class 32 contains 1459 members 
Mstep: Class 33 contains 1762 members 
Mstep: Class 34 contains 951 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 5695 members 
Mstep: Class 37 contains 6838 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37574 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 164940 members 
Mstep: Class 43 contains 10274 members 
Mstep: Class 44 contains 93505 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 554 members 
Mstep: Class 47 contains 9913 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 219896 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1053 members 
Mstep: Class 55 contains 131843 members 
Mstep: Class 56 contains 295 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2004 members 
Mstep: Class 63 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90710704.000000 Penalty: 41539.402344
Iteration 217Q: 64 clusters Score -9.07107e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 96453 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 190944 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21057 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 83626 members 
Mstep: Class 9 contains 73076 members 
Mstep: Class 10 contains 7040 members 
Mstep: Class 11 contains 1834 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 97170 members 
Mstep: Class 14 contains 218415 members 
Mstep: Class 15 contains 15603 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 112459 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 11680 members 
Mstep: Class 23 contains 4879 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 215819 members 
Mstep: Class 26 contains 5289 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 44638 members 
Mstep: Class 29 contains 1988 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 46056 members 
Mstep: Class 32 contains 1460 members 
Mstep: Class 33 contains 1765 members 
Mstep: Class 34 contains 951 members 
Mstep: Class 35 contains 1015 members 
Mstep: Class 36 contains 5696 members 
Mstep: Class 37 contains 6885 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37573 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 165181 members 
Mstep: Class 43 contains 10282 members 
Mstep: Class 44 contains 91950 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 539 members 
Mstep: Class 47 contains 9919 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 218762 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1053 members 
Mstep: Class 55 contains 132586 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2004 members 
Mstep: Class 63 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90711408.000000 Penalty: 41539.402344
Iteration 218Q: 64 clusters Score -9.071141e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 96553 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 190796 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21064 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 84168 members 
Mstep: Class 9 contains 73167 members 
Mstep: Class 10 contains 7044 members 
Mstep: Class 11 contains 1831 members 
Mstep: Class 12 contains 2071 members 
Mstep: Class 13 contains 97062 members 
Mstep: Class 14 contains 218369 members 
Mstep: Class 15 contains 15535 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 112463 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 830 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 11789 members 
Mstep: Class 23 contains 4882 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 215590 members 
Mstep: Class 26 contains 5292 members 
Mstep: Class 27 contains 2641 members 
Mstep: Class 28 contains 44626 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 47671 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1771 members 
Mstep: Class 34 contains 952 members 
Mstep: Class 35 contains 1018 members 
Mstep: Class 36 contains 5701 members 
Mstep: Class 37 contains 6937 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37575 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 165348 members 
Mstep: Class 43 contains 10289 members 
Mstep: Class 44 contains 90300 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 527 members 
Mstep: Class 47 contains 9922 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 217602 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1053 members 
Mstep: Class 55 contains 133305 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2004 members 
Mstep: Class 63 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90712488.000000 Penalty: 41539.402344
Iteration 219Q: 64 clusters Score -9.071249e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 96648 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 190853 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21065 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 84645 members 
Mstep: Class 9 contains 73207 members 
Mstep: Class 10 contains 7050 members 
Mstep: Class 11 contains 1828 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 96950 members 
Mstep: Class 14 contains 218315 members 
Mstep: Class 15 contains 15451 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 112482 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 11879 members 
Mstep: Class 23 contains 4888 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 215615 members 
Mstep: Class 26 contains 5287 members 
Mstep: Class 27 contains 2640 members 
Mstep: Class 28 contains 44629 members 
Mstep: Class 29 contains 2002 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 49286 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 1775 members 
Mstep: Class 34 contains 952 members 
Mstep: Class 35 contains 1023 members 
Mstep: Class 36 contains 5702 members 
Mstep: Class 37 contains 6991 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37572 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 165422 members 
Mstep: Class 43 contains 10287 members 
Mstep: Class 44 contains 88682 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 515 members 
Mstep: Class 47 contains 9911 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 216383 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1054 members 
Mstep: Class 55 contains 133862 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2004 members 
Mstep: Class 63 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90713296.000000 Penalty: 41539.402344
Iteration 220F: 64 clusters Score -9.07133e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 96731 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 190992 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21071 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 84952 members 
Mstep: Class 9 contains 73203 members 
Mstep: Class 10 contains 7054 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 96799 members 
Mstep: Class 14 contains 218291 members 
Mstep: Class 15 contains 15394 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 112399 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 11969 members 
Mstep: Class 23 contains 4905 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 215809 members 
Mstep: Class 26 contains 5283 members 
Mstep: Class 27 contains 2638 members 
Mstep: Class 28 contains 44615 members 
Mstep: Class 29 contains 1998 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 51710 members 
Mstep: Class 32 contains 1446 members 
Mstep: Class 33 contains 1778 members 
Mstep: Class 34 contains 952 members 
Mstep: Class 35 contains 1029 members 
Mstep: Class 36 contains 5704 members 
Mstep: Class 37 contains 7060 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37562 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 165494 members 
Mstep: Class 43 contains 10281 members 
Mstep: Class 44 contains 86774 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 508 members 
Mstep: Class 47 contains 9897 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 215111 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1054 members 
Mstep: Class 55 contains 134025 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 147 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2005 members 
Mstep: Class 63 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90714592.000000 Penalty: 41539.402344
Iteration 221Q: 64 clusters Score -9.071459e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 96811 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 191124 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21075 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 85074 members 
Mstep: Class 9 contains 73198 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 1821 members 
Mstep: Class 12 contains 2077 members 
Mstep: Class 13 contains 96633 members 
Mstep: Class 14 contains 218268 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 414 members 
Mstep: Class 18 contains 112233 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12072 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 216111 members 
Mstep: Class 26 contains 5281 members 
Mstep: Class 27 contains 2639 members 
Mstep: Class 28 contains 44610 members 
Mstep: Class 29 contains 2005 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 54000 members 
Mstep: Class 32 contains 1440 members 
Mstep: Class 33 contains 1778 members 
Mstep: Class 34 contains 952 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 5702 members 
Mstep: Class 37 contains 7131 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37553 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 165536 members 
Mstep: Class 43 contains 10276 members 
Mstep: Class 44 contains 85004 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 500 members 
Mstep: Class 47 contains 9877 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 214018 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1053 members 
Mstep: Class 55 contains 134184 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 146 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2005 members 
Mstep: Class 63 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 46. Lose 648.709900 but Gain 659.355469
Score: -90715208.000000 Penalty: 40880.046875
Iteration 222Q: 63 clusters Score -9.071521e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 96905 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 191591 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21075 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 84989 members 
Mstep: Class 9 contains 73172 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1820 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 96526 members 
Mstep: Class 14 contains 218234 members 
Mstep: Class 15 contains 15296 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 111983 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12168 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 216633 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 2639 members 
Mstep: Class 28 contains 44602 members 
Mstep: Class 29 contains 2180 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 56185 members 
Mstep: Class 32 contains 1438 members 
Mstep: Class 33 contains 1780 members 
Mstep: Class 34 contains 952 members 
Mstep: Class 35 contains 1035 members 
Mstep: Class 36 contains 5703 members 
Mstep: Class 37 contains 7197 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37545 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 165598 members 
Mstep: Class 43 contains 10269 members 
Mstep: Class 44 contains 83268 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9854 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 213064 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1052 members 
Mstep: Class 55 contains 134281 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 145 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2005 members 
Mstep: Class 63 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90716144.000000 Penalty: 40880.046875
Iteration 223Q: 63 clusters Score -9.071614e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 97010 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 191861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21083 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 84746 members 
Mstep: Class 9 contains 73155 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1817 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 96257 members 
Mstep: Class 14 contains 218218 members 
Mstep: Class 15 contains 15225 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 111626 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12255 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 217014 members 
Mstep: Class 26 contains 5257 members 
Mstep: Class 27 contains 2638 members 
Mstep: Class 28 contains 44613 members 
Mstep: Class 29 contains 2263 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 58465 members 
Mstep: Class 32 contains 1426 members 
Mstep: Class 33 contains 1782 members 
Mstep: Class 34 contains 952 members 
Mstep: Class 35 contains 1036 members 
Mstep: Class 36 contains 5703 members 
Mstep: Class 37 contains 7280 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37542 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 165666 members 
Mstep: Class 43 contains 10247 members 
Mstep: Class 44 contains 81642 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9824 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 212385 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 1052 members 
Mstep: Class 55 contains 134245 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2005 members 
Mstep: Class 63 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90716936.000000 Penalty: 40880.046875
Iteration 224Q: 63 clusters Score -9.071694e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 97118 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 192241 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21099 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 84339 members 
Mstep: Class 9 contains 73146 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1815 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 95969 members 
Mstep: Class 14 contains 218213 members 
Mstep: Class 15 contains 15144 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 111235 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12327 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 217409 members 
Mstep: Class 26 contains 5251 members 
Mstep: Class 27 contains 2640 members 
Mstep: Class 28 contains 44622 members 
Mstep: Class 29 contains 2346 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 60653 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1783 members 
Mstep: Class 34 contains 952 members 
Mstep: Class 35 contains 1036 members 
Mstep: Class 36 contains 5703 members 
Mstep: Class 37 contains 7359 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37539 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 165763 members 
Mstep: Class 43 contains 10235 members 
Mstep: Class 44 contains 79974 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9798 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211826 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 1053 members 
Mstep: Class 55 contains 134263 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 609 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2005 members 
Mstep: Class 63 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90717328.000000 Penalty: 40880.046875
Iteration 225Q: 63 clusters Score -9.071733e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 97212 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 192803 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21118 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 83794 members 
Mstep: Class 9 contains 73078 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1815 members 
Mstep: Class 12 contains 2102 members 
Mstep: Class 13 contains 95629 members 
Mstep: Class 14 contains 218214 members 
Mstep: Class 15 contains 15045 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 110794 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12410 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 217660 members 
Mstep: Class 26 contains 5246 members 
Mstep: Class 27 contains 2643 members 
Mstep: Class 28 contains 44637 members 
Mstep: Class 29 contains 2447 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 62969 members 
Mstep: Class 32 contains 1425 members 
Mstep: Class 33 contains 1782 members 
Mstep: Class 34 contains 952 members 
Mstep: Class 35 contains 1036 members 
Mstep: Class 36 contains 5702 members 
Mstep: Class 37 contains 7412 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37536 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 165914 members 
Mstep: Class 43 contains 10240 members 
Mstep: Class 44 contains 78252 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9774 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211531 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 1052 members 
Mstep: Class 55 contains 134134 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 606 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2004 members 
Mstep: Class 63 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90717712.000000 Penalty: 40880.046875
Iteration 226Q: 63 clusters Score -9.071771e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 97275 members 
Mstep: Class 3 contains 1452 members 
Mstep: Class 4 contains 193450 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21128 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 83168 members 
Mstep: Class 9 contains 73002 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 12 contains 2107 members 
Mstep: Class 13 contains 95249 members 
Mstep: Class 14 contains 218216 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 110383 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12494 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 217847 members 
Mstep: Class 26 contains 5238 members 
Mstep: Class 27 contains 2644 members 
Mstep: Class 28 contains 44635 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 65266 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 1780 members 
Mstep: Class 34 contains 952 members 
Mstep: Class 35 contains 1036 members 
Mstep: Class 36 contains 5702 members 
Mstep: Class 37 contains 7485 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37534 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 166057 members 
Mstep: Class 43 contains 10231 members 
Mstep: Class 44 contains 76578 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9755 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211299 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 1052 members 
Mstep: Class 55 contains 134051 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 605 members 
Mstep: Class 61 contains 814 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90718304.000000 Penalty: 40880.046875
Iteration 227Q: 63 clusters Score -9.07183e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 97350 members 
Mstep: Class 3 contains 1451 members 
Mstep: Class 4 contains 194180 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21125 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 82508 members 
Mstep: Class 9 contains 72968 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1817 members 
Mstep: Class 12 contains 2108 members 
Mstep: Class 13 contains 94886 members 
Mstep: Class 14 contains 218207 members 
Mstep: Class 15 contains 14854 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 109969 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12560 members 
Mstep: Class 23 contains 4993 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 217943 members 
Mstep: Class 26 contains 5247 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 44629 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 67525 members 
Mstep: Class 32 contains 1404 members 
Mstep: Class 33 contains 1783 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1037 members 
Mstep: Class 36 contains 5702 members 
Mstep: Class 37 contains 7558 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37532 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1377 members 
Mstep: Class 42 contains 166231 members 
Mstep: Class 43 contains 10238 members 
Mstep: Class 44 contains 74856 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9733 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211165 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 1053 members 
Mstep: Class 55 contains 133917 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 606 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90718584.000000 Penalty: 40880.046875
Iteration 228Q: 63 clusters Score -9.071858e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 97408 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 194934 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21117 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 81773 members 
Mstep: Class 9 contains 72922 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1821 members 
Mstep: Class 12 contains 2111 members 
Mstep: Class 13 contains 94512 members 
Mstep: Class 14 contains 218196 members 
Mstep: Class 15 contains 14787 members 
Mstep: Class 16 contains 1270 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 109547 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12627 members 
Mstep: Class 23 contains 4993 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 218158 members 
Mstep: Class 26 contains 5258 members 
Mstep: Class 27 contains 2646 members 
Mstep: Class 28 contains 44629 members 
Mstep: Class 29 contains 2778 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 69738 members 
Mstep: Class 32 contains 1391 members 
Mstep: Class 33 contains 1782 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1037 members 
Mstep: Class 36 contains 5702 members 
Mstep: Class 37 contains 7660 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37531 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 166391 members 
Mstep: Class 43 contains 10259 members 
Mstep: Class 44 contains 73068 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9684 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211137 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 1051 members 
Mstep: Class 55 contains 133736 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90718848.000000 Penalty: 40880.046875
Iteration 229Q: 63 clusters Score -9.071885e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 97455 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 195722 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21100 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 81078 members 
Mstep: Class 9 contains 72832 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1820 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 94130 members 
Mstep: Class 14 contains 218209 members 
Mstep: Class 15 contains 14707 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 109087 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12701 members 
Mstep: Class 23 contains 4993 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 218267 members 
Mstep: Class 26 contains 5265 members 
Mstep: Class 27 contains 2651 members 
Mstep: Class 28 contains 44601 members 
Mstep: Class 29 contains 2907 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 71966 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 1779 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1037 members 
Mstep: Class 36 contains 5702 members 
Mstep: Class 37 contains 7776 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37527 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 166534 members 
Mstep: Class 43 contains 10280 members 
Mstep: Class 44 contains 71332 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9637 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211162 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1055 members 
Mstep: Class 55 contains 133582 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90718616.000000 Penalty: 40880.046875
Iteration 230Q: 63 clusters Score -9.071862e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 97492 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 196540 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21094 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 80393 members 
Mstep: Class 9 contains 72723 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 93767 members 
Mstep: Class 14 contains 218225 members 
Mstep: Class 15 contains 14619 members 
Mstep: Class 16 contains 1273 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 108664 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12752 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 218230 members 
Mstep: Class 26 contains 5271 members 
Mstep: Class 27 contains 2651 members 
Mstep: Class 28 contains 44550 members 
Mstep: Class 29 contains 3051 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 74289 members 
Mstep: Class 32 contains 1358 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5703 members 
Mstep: Class 37 contains 7903 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37525 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 166670 members 
Mstep: Class 43 contains 10305 members 
Mstep: Class 44 contains 69570 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9598 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211165 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1058 members 
Mstep: Class 55 contains 133475 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90719200.000000 Penalty: 40880.046875
Iteration 231Q: 63 clusters Score -9.07192e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 97528 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 197469 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21088 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 79747 members 
Mstep: Class 9 contains 72584 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 1814 members 
Mstep: Class 12 contains 2122 members 
Mstep: Class 13 contains 93413 members 
Mstep: Class 14 contains 218226 members 
Mstep: Class 15 contains 14516 members 
Mstep: Class 16 contains 1273 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 108249 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12791 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 218187 members 
Mstep: Class 26 contains 5282 members 
Mstep: Class 27 contains 2651 members 
Mstep: Class 28 contains 44522 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 76501 members 
Mstep: Class 32 contains 1341 members 
Mstep: Class 33 contains 1781 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5702 members 
Mstep: Class 37 contains 8042 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37526 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 166794 members 
Mstep: Class 43 contains 10324 members 
Mstep: Class 44 contains 67825 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9541 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211210 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1059 members 
Mstep: Class 55 contains 133322 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90719688.000000 Penalty: 40880.046875
Iteration 232Q: 63 clusters Score -9.071969e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 97580 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 198448 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21075 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 79125 members 
Mstep: Class 9 contains 72418 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1810 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 93045 members 
Mstep: Class 14 contains 218222 members 
Mstep: Class 15 contains 14380 members 
Mstep: Class 16 contains 1276 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 107828 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12828 members 
Mstep: Class 23 contains 5011 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 217954 members 
Mstep: Class 26 contains 5284 members 
Mstep: Class 27 contains 2651 members 
Mstep: Class 28 contains 44497 members 
Mstep: Class 29 contains 3297 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 78927 members 
Mstep: Class 32 contains 1329 members 
Mstep: Class 33 contains 1778 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5702 members 
Mstep: Class 37 contains 8178 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37523 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 166932 members 
Mstep: Class 43 contains 10334 members 
Mstep: Class 44 contains 66090 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9485 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211284 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1059 members 
Mstep: Class 55 contains 133140 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90720208.000000 Penalty: 40880.046875
Iteration 233Q: 63 clusters Score -9.072021e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 97622 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 199394 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21073 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 78532 members 
Mstep: Class 9 contains 72282 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 92721 members 
Mstep: Class 14 contains 218209 members 
Mstep: Class 15 contains 14230 members 
Mstep: Class 16 contains 1276 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 107401 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12885 members 
Mstep: Class 23 contains 5019 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 217779 members 
Mstep: Class 26 contains 5282 members 
Mstep: Class 27 contains 2651 members 
Mstep: Class 28 contains 44476 members 
Mstep: Class 29 contains 3387 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 81330 members 
Mstep: Class 32 contains 1323 members 
Mstep: Class 33 contains 1775 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5702 members 
Mstep: Class 37 contains 8343 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37527 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167030 members 
Mstep: Class 43 contains 10337 members 
Mstep: Class 44 contains 64390 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9433 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211276 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1057 members 
Mstep: Class 55 contains 132942 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90721592.000000 Penalty: 40880.046875
Iteration 234Q: 63 clusters Score -9.072159e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 97662 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 200332 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21063 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 77930 members 
Mstep: Class 9 contains 72142 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 92439 members 
Mstep: Class 14 contains 218213 members 
Mstep: Class 15 contains 14023 members 
Mstep: Class 16 contains 1278 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 106973 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 12944 members 
Mstep: Class 23 contains 5016 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 217719 members 
Mstep: Class 26 contains 5286 members 
Mstep: Class 27 contains 2654 members 
Mstep: Class 28 contains 44468 members 
Mstep: Class 29 contains 3446 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 83642 members 
Mstep: Class 32 contains 1313 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5703 members 
Mstep: Class 37 contains 8536 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37526 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167107 members 
Mstep: Class 43 contains 10347 members 
Mstep: Class 44 contains 62790 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9372 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211260 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1057 members 
Mstep: Class 55 contains 132678 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90722176.000000 Penalty: 40880.046875
Iteration 235Q: 63 clusters Score -9.072218e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 97720 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 201148 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21044 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 77319 members 
Mstep: Class 9 contains 71997 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 92163 members 
Mstep: Class 14 contains 218215 members 
Mstep: Class 15 contains 13862 members 
Mstep: Class 16 contains 1280 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 106518 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2047 members 
Mstep: Class 22 contains 13014 members 
Mstep: Class 23 contains 5014 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 217757 members 
Mstep: Class 26 contains 5292 members 
Mstep: Class 27 contains 2655 members 
Mstep: Class 28 contains 44470 members 
Mstep: Class 29 contains 3504 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 85955 members 
Mstep: Class 32 contains 1312 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5703 members 
Mstep: Class 37 contains 8720 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37526 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167177 members 
Mstep: Class 43 contains 10350 members 
Mstep: Class 44 contains 61184 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9312 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211248 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1059 members 
Mstep: Class 55 contains 132398 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90722240.000000 Penalty: 40880.046875
Iteration 236Q: 63 clusters Score -9.072224e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 97770 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 201923 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21019 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 76710 members 
Mstep: Class 9 contains 71868 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 2140 members 
Mstep: Class 13 contains 91922 members 
Mstep: Class 14 contains 218232 members 
Mstep: Class 15 contains 13707 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 106122 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 13096 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 217907 members 
Mstep: Class 26 contains 5293 members 
Mstep: Class 27 contains 2656 members 
Mstep: Class 28 contains 44457 members 
Mstep: Class 29 contains 3545 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 88169 members 
Mstep: Class 32 contains 1308 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5705 members 
Mstep: Class 37 contains 8892 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37533 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167255 members 
Mstep: Class 43 contains 10361 members 
Mstep: Class 44 contains 59713 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9245 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211167 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 131993 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90722696.000000 Penalty: 40880.046875
Iteration 237Q: 63 clusters Score -9.07227e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 97798 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 202594 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 76006 members 
Mstep: Class 9 contains 71731 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 91704 members 
Mstep: Class 14 contains 218234 members 
Mstep: Class 15 contains 13619 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105700 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 13170 members 
Mstep: Class 23 contains 4989 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 218094 members 
Mstep: Class 26 contains 5291 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44434 members 
Mstep: Class 29 contains 3571 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 90225 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 1771 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9085 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37536 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167324 members 
Mstep: Class 43 contains 10366 members 
Mstep: Class 44 contains 58260 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9198 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211302 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1059 members 
Mstep: Class 55 contains 131667 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90723056.000000 Penalty: 40880.046875
Iteration 238Q: 63 clusters Score -9.072306e+07 nChanged 8009
Entering ConstructFrom: 
Score: -90723056.000000 Penalty: 40880.046875
Entering ConstructFrom: 
Trying to split cluster 1 (8272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Entering Unmasked Estep 
Score: -410658.187500 Penalty: 410.438751
	Iteration 0F: 2 clusters Score -410658.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -405163.312500 Penalty: 820.877502
	Iteration 0F: 3 clusters Score -405163.3 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -407657.031250 Penalty: 820.877502
	Iteration 1F: 3 clusters Score -407657 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -408081.500000 Penalty: 820.877502
	Iteration 2F: 3 clusters Score -408081.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -408513.125000 Penalty: 820.877502
	Iteration 3F: 3 clusters Score -408513.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -408986.312500 Penalty: 820.877502
	Iteration 4F: 3 clusters Score -408986.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -409437.437500 Penalty: 820.877502
	Iteration 5F: 3 clusters Score -409437.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -409816.250000 Penalty: 820.877502
	Iteration 6Q: 3 clusters Score -409816.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -410122.781250 Penalty: 820.877502
	Iteration 7Q: 3 clusters Score -410122.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -410337.343750 Penalty: 820.877502
	Iteration 8Q: 3 clusters Score -410337.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -410508.843750 Penalty: 820.877502
	Iteration 9Q: 3 clusters Score -410508.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -410640.187500 Penalty: 820.877502
	Iteration 10Q: 3 clusters Score -410640.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -410741.406250 Penalty: 820.877502
	Iteration 11Q: 3 clusters Score -410741.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -410839.593750 Penalty: 820.877502
	Iteration 12Q: 3 clusters Score -410839.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -410894.312500 Penalty: 820.877502
	Iteration 13Q: 3 clusters Score -410894.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -410916.500000 Penalty: 820.877502
	Iteration 14Q: 3 clusters Score -410916.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -410927.375000 Penalty: 820.877502
	Iteration 15Q: 3 clusters Score -410927.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -410930.312500 Penalty: 820.877502
	Iteration 16Q: 3 clusters Score -410930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -410932.312500 Penalty: 820.877502
	Iteration 17Q: 3 clusters Score -410932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -410932.812500 Penalty: 820.877502
	Iteration 18Q: 3 clusters Score -410932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -410934.031250 Penalty: 820.877502
	Iteration 19Q: 3 clusters Score -410934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -410934.812500 Penalty: 820.877502
	Iteration 20F: 3 clusters Score -410934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -410935.125000 Penalty: 820.877502
	Iteration 21Q: 3 clusters Score -410935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -410935.125000 Penalty: 820.877502
	Iteration 22Q: 3 clusters Score -410935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -410934.000000 Penalty: 820.877502
	Iteration 23Q: 3 clusters Score -410934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -410934.000000 Penalty: 820.877502
	Iteration 24F: 3 clusters Score -410934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 203170 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 13232 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 218410 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 131398 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Entering Unmasked Estep 
Score: -90723576.000000 Penalty: 41539.402344
Splitting cluster 1 changes total score from -90723056.000000 to -90723576.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 2 (97831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97831 members 
Entering Unmasked Estep 
Score: -4696275.500000 Penalty: 522.840332
	Iteration 0F: 2 clusters Score -4696276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -4630252.500000 Penalty: 1045.680664
	Iteration 0F: 3 clusters Score -4630252 nChanged 47559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -4659613.000000 Penalty: 1045.680664
	Iteration 1F: 3 clusters Score -4659613 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -4660920.000000 Penalty: 1045.680664
	Iteration 2Q: 3 clusters Score -4660920 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -4662395.500000 Penalty: 1045.680664
	Iteration 3Q: 3 clusters Score -4662396 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -4664164.000000 Penalty: 1045.680664
	Iteration 4Q: 3 clusters Score -4664164 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -4666580.500000 Penalty: 1045.680664
	Iteration 5F: 3 clusters Score -4666580 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -4670272.500000 Penalty: 1045.680664
	Iteration 6F: 3 clusters Score -4670272 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -4675662.000000 Penalty: 1045.680664
	Iteration 7F: 3 clusters Score -4675662 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -4682262.500000 Penalty: 1045.680664
	Iteration 8F: 3 clusters Score -4682262 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
Score: -4688655.000000 Penalty: 1045.680664
	Iteration 9F: 3 clusters Score -4688655 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 94506 members 
Entering Unmasked Estep 
Score: -4692871.500000 Penalty: 1045.680664
	Iteration 10Q: 3 clusters Score -4692872 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 96606 members 
Entering Unmasked Estep 
Score: -4694740.000000 Penalty: 1045.680664
	Iteration 11Q: 3 clusters Score -4694740 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -4695473.000000 Penalty: 1045.680664
	Iteration 12Q: 3 clusters Score -4695473 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -4695685.500000 Penalty: 1045.680664
	Iteration 13Q: 3 clusters Score -4695686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 97743 members 
Entering Unmasked Estep 
Score: -4695765.500000 Penalty: 1045.680664
	Iteration 14Q: 3 clusters Score -4695766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 97764 members 
Entering Unmasked Estep 
Score: -4695803.500000 Penalty: 1045.680664
	Iteration 15Q: 3 clusters Score -4695804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 97770 members 
Entering Unmasked Estep 
Score: -4695825.500000 Penalty: 1045.680664
	Iteration 16Q: 3 clusters Score -4695826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -4695835.000000 Penalty: 1045.680664
	Iteration 17Q: 3 clusters Score -4695835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -4695837.500000 Penalty: 1045.680664
	Iteration 18Q: 3 clusters Score -4695838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -4695839.500000 Penalty: 1045.680664
	Iteration 19Q: 3 clusters Score -4695840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -4695842.500000 Penalty: 1045.680664
	Iteration 20F: 3 clusters Score -4695842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -4695844.500000 Penalty: 1045.680664
	Iteration 21Q: 3 clusters Score -4695844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 97768 members 
Entering Unmasked Estep 
Score: -4695845.500000 Penalty: 1045.680664
	Iteration 22Q: 3 clusters Score -4695846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -4695847.500000 Penalty: 1045.680664
	Iteration 23Q: 3 clusters Score -4695848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -4695847.500000 Penalty: 1045.680664
	Iteration 24F: 3 clusters Score -4695848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -68690.140625 Penalty: 330.957275
	Iteration 0F: 2 clusters Score -68690.14 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 741 members 
Entering Unmasked Estep 
Score: -67641.726562 Penalty: 661.914551
	Iteration 0F: 3 clusters Score -67641.73 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -67988.507812 Penalty: 661.914551
	Iteration 1F: 3 clusters Score -67988.51 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -68077.156250 Penalty: 661.914551
	Iteration 2F: 3 clusters Score -68077.16 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -68127.203125 Penalty: 661.914551
	Iteration 3F: 3 clusters Score -68127.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -68163.367188 Penalty: 661.914551
	Iteration 4Q: 3 clusters Score -68163.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -68185.625000 Penalty: 661.914551
	Iteration 5Q: 3 clusters Score -68185.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -68201.570312 Penalty: 661.914551
	Iteration 6Q: 3 clusters Score -68201.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -68214.875000 Penalty: 661.914551
	Iteration 7Q: 3 clusters Score -68214.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -68224.804688 Penalty: 661.914551
	Iteration 8Q: 3 clusters Score -68224.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -68237.039062 Penalty: 661.914551
	Iteration 9Q: 3 clusters Score -68237.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -68251.914062 Penalty: 661.914551
	Iteration 10Q: 3 clusters Score -68251.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -68271.125000 Penalty: 661.914551
	Iteration 11Q: 3 clusters Score -68271.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -68303.312500 Penalty: 661.914551
	Iteration 12Q: 3 clusters Score -68303.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68334.757812 Penalty: 661.914551
	Iteration 13Q: 3 clusters Score -68334.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68365.265625 Penalty: 661.914551
	Iteration 14Q: 3 clusters Score -68365.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68385.140625 Penalty: 661.914551
	Iteration 15Q: 3 clusters Score -68385.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68397.984375 Penalty: 661.914551
	Iteration 16Q: 3 clusters Score -68397.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68410.281250 Penalty: 661.914551
	Iteration 17Q: 3 clusters Score -68410.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68418.960938 Penalty: 661.914551
	Iteration 18Q: 3 clusters Score -68418.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68424.843750 Penalty: 661.914551
	Iteration 19Q: 3 clusters Score -68424.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68428.843750 Penalty: 661.914551
	Iteration 20F: 3 clusters Score -68428.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68434.000000 Penalty: 661.914551
	Iteration 21Q: 3 clusters Score -68434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68436.664062 Penalty: 661.914551
	Iteration 22Q: 3 clusters Score -68436.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68437.703125 Penalty: 661.914551
	Iteration 23Q: 3 clusters Score -68437.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68440.226562 Penalty: 661.914551
	Iteration 24Q: 3 clusters Score -68440.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -68446.453125 Penalty: 661.914551
	Iteration 25Q: 3 clusters Score -68446.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68459.671875 Penalty: 661.914551
	Iteration 26Q: 3 clusters Score -68459.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68475.101562 Penalty: 661.914551
	Iteration 27Q: 3 clusters Score -68475.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -68481.125000 Penalty: 661.914551
	Iteration 28Q: 3 clusters Score -68481.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68484.281250 Penalty: 661.914551
	Iteration 29Q: 3 clusters Score -68484.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -68489.132812 Penalty: 661.914551
	Iteration 30Q: 3 clusters Score -68489.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -68492.382812 Penalty: 661.914551
	Iteration 31Q: 3 clusters Score -68492.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68496.859375 Penalty: 661.914551
	Iteration 32Q: 3 clusters Score -68496.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -68498.968750 Penalty: 661.914551
	Iteration 33Q: 3 clusters Score -68498.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -68501.679688 Penalty: 661.914551
	Iteration 34Q: 3 clusters Score -68501.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -68507.632812 Penalty: 661.914551
	Iteration 35Q: 3 clusters Score -68507.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -68513.617188 Penalty: 661.914551
	Iteration 36Q: 3 clusters Score -68513.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -68515.937500 Penalty: 661.914551
	Iteration 37Q: 3 clusters Score -68515.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -68515.937500 Penalty: 661.914551
	Iteration 38F: 3 clusters Score -68515.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (203170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203170 members 
Entering Unmasked Estep 
Score: -9885324.000000 Penalty: 556.091797
	Iteration 0F: 2 clusters Score -9885324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 101888 members 
Entering Unmasked Estep 
Score: -9748740.000000 Penalty: 1112.183594
	Iteration 0F: 3 clusters Score -9748740 nChanged 99999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90435 members 
Mstep: Class 2 contains 112735 members 
Entering Unmasked Estep 
Score: -9811731.000000 Penalty: 1112.183594
	Iteration 1F: 3 clusters Score -9811731 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 119973 members 
Entering Unmasked Estep 
Score: -9818415.000000 Penalty: 1112.183594
	Iteration 2F: 3 clusters Score -9818415 nChanged 15309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 130126 members 
Entering Unmasked Estep 
Score: -9830664.000000 Penalty: 1112.183594
	Iteration 3F: 3 clusters Score -9830664 nChanged 17837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 141333 members 
Entering Unmasked Estep 
Score: -9848494.000000 Penalty: 1112.183594
	Iteration 4F: 3 clusters Score -9848494 nChanged 16078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 149517 members 
Entering Unmasked Estep 
Score: -9865619.000000 Penalty: 1112.183594
	Iteration 5F: 3 clusters Score -9865619 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 153002 members 
Entering Unmasked Estep 
Score: -9875452.000000 Penalty: 1112.183594
	Iteration 6F: 3 clusters Score -9875452 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 154755 members 
Entering Unmasked Estep 
Score: -9879235.000000 Penalty: 1112.183594
	Iteration 7Q: 3 clusters Score -9879235 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 156084 members 
Entering Unmasked Estep 
Score: -9881178.000000 Penalty: 1112.183594
	Iteration 8Q: 3 clusters Score -9881178 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 157171 members 
Entering Unmasked Estep 
Score: -9882364.000000 Penalty: 1112.183594
	Iteration 9Q: 3 clusters Score -9882364 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 157978 members 
Entering Unmasked Estep 
Score: -9883091.000000 Penalty: 1112.183594
	Iteration 10Q: 3 clusters Score -9883091 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 158707 members 
Entering Unmasked Estep 
Score: -9883487.000000 Penalty: 1112.183594
	Iteration 11Q: 3 clusters Score -9883487 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 159355 members 
Entering Unmasked Estep 
Score: -9883858.000000 Penalty: 1112.183594
	Iteration 12Q: 3 clusters Score -9883858 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 159961 members 
Entering Unmasked Estep 
Score: -9884080.000000 Penalty: 1112.183594
	Iteration 13Q: 3 clusters Score -9884080 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 160579 members 
Entering Unmasked Estep 
Score: -9884197.000000 Penalty: 1112.183594
	Iteration 14Q: 3 clusters Score -9884197 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 161241 members 
Entering Unmasked Estep 
Score: -9884287.000000 Penalty: 1112.183594
	Iteration 15Q: 3 clusters Score -9884287 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 161907 members 
Entering Unmasked Estep 
Score: -9884404.000000 Penalty: 1112.183594
	Iteration 16Q: 3 clusters Score -9884404 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 162566 members 
Entering Unmasked Estep 
Score: -9884476.000000 Penalty: 1112.183594
	Iteration 17Q: 3 clusters Score -9884476 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -9884538.000000 Penalty: 1112.183594
	Iteration 18Q: 3 clusters Score -9884538 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 163948 members 
Entering Unmasked Estep 
Score: -9884659.000000 Penalty: 1112.183594
	Iteration 19Q: 3 clusters Score -9884659 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 164644 members 
Entering Unmasked Estep 
Score: -9884705.000000 Penalty: 1112.183594
	Iteration 20F: 3 clusters Score -9884705 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 165343 members 
Entering Unmasked Estep 
Score: -9884847.000000 Penalty: 1112.183594
	Iteration 21Q: 3 clusters Score -9884847 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 166078 members 
Entering Unmasked Estep 
Score: -9884895.000000 Penalty: 1112.183594
	Iteration 22Q: 3 clusters Score -9884895 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 166822 members 
Entering Unmasked Estep 
Score: -9885022.000000 Penalty: 1112.183594
	Iteration 23Q: 3 clusters Score -9885022 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 167589 members 
Entering Unmasked Estep 
Score: -9885159.000000 Penalty: 1112.183594
	Iteration 24Q: 3 clusters Score -9885159 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 168366 members 
Entering Unmasked Estep 
Score: -9885230.000000 Penalty: 1112.183594
	Iteration 25Q: 3 clusters Score -9885230 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 169080 members 
Entering Unmasked Estep 
Score: -9885327.000000 Penalty: 1112.183594
	Iteration 26Q: 3 clusters Score -9885327 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 169890 members 
Entering Unmasked Estep 
Score: -9885426.000000 Penalty: 1112.183594
	Iteration 27Q: 3 clusters Score -9885426 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 170696 members 
Entering Unmasked Estep 
Score: -9885506.000000 Penalty: 1112.183594
	Iteration 28Q: 3 clusters Score -9885506 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 171465 members 
Entering Unmasked Estep 
Score: -9885554.000000 Penalty: 1112.183594
	Iteration 29Q: 3 clusters Score -9885554 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 172211 members 
Entering Unmasked Estep 
Score: -9885608.000000 Penalty: 1112.183594
	Iteration 30Q: 3 clusters Score -9885608 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 172929 members 
Entering Unmasked Estep 
Score: -9885667.000000 Penalty: 1112.183594
	Iteration 31Q: 3 clusters Score -9885667 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 173637 members 
Entering Unmasked Estep 
Score: -9885791.000000 Penalty: 1112.183594
	Iteration 32Q: 3 clusters Score -9885791 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 174346 members 
Entering Unmasked Estep 
Score: -9885819.000000 Penalty: 1112.183594
	Iteration 33Q: 3 clusters Score -9885819 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 175086 members 
Entering Unmasked Estep 
Score: -9885879.000000 Penalty: 1112.183594
	Iteration 34Q: 3 clusters Score -9885879 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 175821 members 
Entering Unmasked Estep 
Score: -9885968.000000 Penalty: 1112.183594
	Iteration 35Q: 3 clusters Score -9885968 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 176548 members 
Entering Unmasked Estep 
Score: -9886027.000000 Penalty: 1112.183594
	Iteration 36Q: 3 clusters Score -9886027 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 177246 members 
Entering Unmasked Estep 
Score: -9886062.000000 Penalty: 1112.183594
	Iteration 37Q: 3 clusters Score -9886062 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 177943 members 
Entering Unmasked Estep 
Score: -9886105.000000 Penalty: 1112.183594
	Iteration 38Q: 3 clusters Score -9886105 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 178663 members 
Entering Unmasked Estep 
Score: -9886160.000000 Penalty: 1112.183594
	Iteration 39Q: 3 clusters Score -9886160 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 179364 members 
Entering Unmasked Estep 
Score: -9886209.000000 Penalty: 1112.183594
	Iteration 40F: 3 clusters Score -9886209 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 180071 members 
Entering Unmasked Estep 
Score: -9886196.000000 Penalty: 1112.183594
	Iteration 41Q: 3 clusters Score -9886196 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 180751 members 
Entering Unmasked Estep 
Score: -9886248.000000 Penalty: 1112.183594
	Iteration 42Q: 3 clusters Score -9886248 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 181425 members 
Entering Unmasked Estep 
Score: -9886278.000000 Penalty: 1112.183594
	Iteration 43Q: 3 clusters Score -9886278 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 182066 members 
Entering Unmasked Estep 
Score: -9886332.000000 Penalty: 1112.183594
	Iteration 44Q: 3 clusters Score -9886332 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 182661 members 
Entering Unmasked Estep 
Score: -9886351.000000 Penalty: 1112.183594
	Iteration 45Q: 3 clusters Score -9886351 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 183238 members 
Entering Unmasked Estep 
Score: -9886402.000000 Penalty: 1112.183594
	Iteration 46Q: 3 clusters Score -9886402 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 183813 members 
Entering Unmasked Estep 
Score: -9886379.000000 Penalty: 1112.183594
	Iteration 47Q: 3 clusters Score -9886379 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 184389 members 
Entering Unmasked Estep 
Score: -9886356.000000 Penalty: 1112.183594
	Iteration 48Q: 3 clusters Score -9886356 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 184921 members 
Entering Unmasked Estep 
Score: -9886427.000000 Penalty: 1112.183594
	Iteration 49Q: 3 clusters Score -9886427 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 185426 members 
Entering Unmasked Estep 
Score: -9886450.000000 Penalty: 1112.183594
	Iteration 50Q: 3 clusters Score -9886450 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 185878 members 
Entering Unmasked Estep 
Score: -9886440.000000 Penalty: 1112.183594
	Iteration 51Q: 3 clusters Score -9886440 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 186310 members 
Entering Unmasked Estep 
Score: -9886463.000000 Penalty: 1112.183594
	Iteration 52Q: 3 clusters Score -9886463 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 186739 members 
Entering Unmasked Estep 
Score: -9886452.000000 Penalty: 1112.183594
	Iteration 53Q: 3 clusters Score -9886452 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 187138 members 
Entering Unmasked Estep 
Score: -9886471.000000 Penalty: 1112.183594
	Iteration 54Q: 3 clusters Score -9886471 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 187505 members 
Entering Unmasked Estep 
Score: -9886453.000000 Penalty: 1112.183594
	Iteration 55Q: 3 clusters Score -9886453 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 187856 members 
Entering Unmasked Estep 
Score: -9886437.000000 Penalty: 1112.183594
	Iteration 56Q: 3 clusters Score -9886437 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 188196 members 
Entering Unmasked Estep 
Score: -9886463.000000 Penalty: 1112.183594
	Iteration 57Q: 3 clusters Score -9886463 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 188544 members 
Entering Unmasked Estep 
Score: -9886487.000000 Penalty: 1112.183594
	Iteration 58Q: 3 clusters Score -9886487 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 188885 members 
Entering Unmasked Estep 
Score: -9886445.000000 Penalty: 1112.183594
	Iteration 59Q: 3 clusters Score -9886445 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 189217 members 
Entering Unmasked Estep 
Score: -9886429.000000 Penalty: 1112.183594
	Iteration 60F: 3 clusters Score -9886429 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 189516 members 
Entering Unmasked Estep 
Score: -9886396.000000 Penalty: 1112.183594
	Iteration 61Q: 3 clusters Score -9886396 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 189823 members 
Entering Unmasked Estep 
Score: -9886407.000000 Penalty: 1112.183594
	Iteration 62Q: 3 clusters Score -9886407 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 190117 members 
Entering Unmasked Estep 
Score: -9886394.000000 Penalty: 1112.183594
	Iteration 63Q: 3 clusters Score -9886394 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 190404 members 
Entering Unmasked Estep 
Score: -9886365.000000 Penalty: 1112.183594
	Iteration 64Q: 3 clusters Score -9886365 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 190674 members 
Entering Unmasked Estep 
Score: -9886349.000000 Penalty: 1112.183594
	Iteration 65Q: 3 clusters Score -9886349 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 190910 members 
Entering Unmasked Estep 
Score: -9886351.000000 Penalty: 1112.183594
	Iteration 66Q: 3 clusters Score -9886351 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 191134 members 
Entering Unmasked Estep 
Score: -9886306.000000 Penalty: 1112.183594
	Iteration 67Q: 3 clusters Score -9886306 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 191355 members 
Entering Unmasked Estep 
Score: -9886287.000000 Penalty: 1112.183594
	Iteration 68Q: 3 clusters Score -9886287 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 191584 members 
Entering Unmasked Estep 
Score: -9886256.000000 Penalty: 1112.183594
	Iteration 69Q: 3 clusters Score -9886256 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 191797 members 
Entering Unmasked Estep 
Score: -9886272.000000 Penalty: 1112.183594
	Iteration 70Q: 3 clusters Score -9886272 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 192005 members 
Entering Unmasked Estep 
Score: -9886250.000000 Penalty: 1112.183594
	Iteration 71Q: 3 clusters Score -9886250 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 192211 members 
Entering Unmasked Estep 
Score: -9886243.000000 Penalty: 1112.183594
	Iteration 72Q: 3 clusters Score -9886243 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 192427 members 
Entering Unmasked Estep 
Score: -9886213.000000 Penalty: 1112.183594
	Iteration 73Q: 3 clusters Score -9886213 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 192630 members 
Entering Unmasked Estep 
Score: -9886178.000000 Penalty: 1112.183594
	Iteration 74Q: 3 clusters Score -9886178 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 192819 members 
Entering Unmasked Estep 
Score: -9886156.000000 Penalty: 1112.183594
	Iteration 75Q: 3 clusters Score -9886156 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 192996 members 
Entering Unmasked Estep 
Score: -9886143.000000 Penalty: 1112.183594
	Iteration 76Q: 3 clusters Score -9886143 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 193178 members 
Entering Unmasked Estep 
Score: -9886135.000000 Penalty: 1112.183594
	Iteration 77Q: 3 clusters Score -9886135 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 193371 members 
Entering Unmasked Estep 
Score: -9886138.000000 Penalty: 1112.183594
	Iteration 78Q: 3 clusters Score -9886138 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 193548 members 
Entering Unmasked Estep 
Score: -9886112.000000 Penalty: 1112.183594
	Iteration 79Q: 3 clusters Score -9886112 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 193714 members 
Entering Unmasked Estep 
Score: -9886087.000000 Penalty: 1112.183594
	Iteration 80F: 3 clusters Score -9886087 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 193876 members 
Entering Unmasked Estep 
Score: -9886081.000000 Penalty: 1112.183594
	Iteration 81Q: 3 clusters Score -9886081 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 194047 members 
Entering Unmasked Estep 
Score: -9886103.000000 Penalty: 1112.183594
	Iteration 82Q: 3 clusters Score -9886103 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 194216 members 
Entering Unmasked Estep 
Score: -9886108.000000 Penalty: 1112.183594
	Iteration 83Q: 3 clusters Score -9886108 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 194386 members 
Entering Unmasked Estep 
Score: -9886080.000000 Penalty: 1112.183594
	Iteration 84Q: 3 clusters Score -9886080 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 194525 members 
Entering Unmasked Estep 
Score: -9886091.000000 Penalty: 1112.183594
	Iteration 85Q: 3 clusters Score -9886091 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 194668 members 
Entering Unmasked Estep 
Score: -9886104.000000 Penalty: 1112.183594
	Iteration 86Q: 3 clusters Score -9886104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 194814 members 
Entering Unmasked Estep 
Score: -9886088.000000 Penalty: 1112.183594
	Iteration 87Q: 3 clusters Score -9886088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 194933 members 
Entering Unmasked Estep 
Score: -9886106.000000 Penalty: 1112.183594
	Iteration 88Q: 3 clusters Score -9886106 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 195064 members 
Entering Unmasked Estep 
Score: -9886144.000000 Penalty: 1112.183594
	Iteration 89Q: 3 clusters Score -9886144 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 195207 members 
Entering Unmasked Estep 
Score: -9886164.000000 Penalty: 1112.183594
	Iteration 90Q: 3 clusters Score -9886164 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 195345 members 
Entering Unmasked Estep 
Score: -9886155.000000 Penalty: 1112.183594
	Iteration 91Q: 3 clusters Score -9886155 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 195465 members 
Entering Unmasked Estep 
Score: -9886157.000000 Penalty: 1112.183594
	Iteration 92Q: 3 clusters Score -9886157 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 195583 members 
Entering Unmasked Estep 
Score: -9886137.000000 Penalty: 1112.183594
	Iteration 93Q: 3 clusters Score -9886137 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 195695 members 
Entering Unmasked Estep 
Score: -9886135.000000 Penalty: 1112.183594
	Iteration 94Q: 3 clusters Score -9886135 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 195809 members 
Entering Unmasked Estep 
Score: -9886118.000000 Penalty: 1112.183594
	Iteration 95Q: 3 clusters Score -9886118 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 195923 members 
Entering Unmasked Estep 
Score: -9886086.000000 Penalty: 1112.183594
	Iteration 96Q: 3 clusters Score -9886086 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 196029 members 
Entering Unmasked Estep 
Score: -9886066.000000 Penalty: 1112.183594
	Iteration 97Q: 3 clusters Score -9886066 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 196133 members 
Entering Unmasked Estep 
Score: -9886046.000000 Penalty: 1112.183594
	Iteration 98Q: 3 clusters Score -9886046 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 196242 members 
Entering Unmasked Estep 
Score: -9886046.000000 Penalty: 1112.183594
	Iteration 99Q: 3 clusters Score -9886046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 196344 members 
Entering Unmasked Estep 
Score: -9886031.000000 Penalty: 1112.183594
	Iteration 100F: 3 clusters Score -9886031 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 196450 members 
Entering Unmasked Estep 
Score: -9886038.000000 Penalty: 1112.183594
	Iteration 101Q: 3 clusters Score -9886038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 196537 members 
Entering Unmasked Estep 
Score: -9886045.000000 Penalty: 1112.183594
	Iteration 102Q: 3 clusters Score -9886045 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 196623 members 
Entering Unmasked Estep 
Score: -9886019.000000 Penalty: 1112.183594
	Iteration 103Q: 3 clusters Score -9886019 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 196716 members 
Entering Unmasked Estep 
Score: -9886031.000000 Penalty: 1112.183594
	Iteration 104Q: 3 clusters Score -9886031 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 196822 members 
Entering Unmasked Estep 
Score: -9886049.000000 Penalty: 1112.183594
	Iteration 105Q: 3 clusters Score -9886049 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 196934 members 
Entering Unmasked Estep 
Score: -9886049.000000 Penalty: 1112.183594
	Iteration 106Q: 3 clusters Score -9886049 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 197023 members 
Entering Unmasked Estep 
Score: -9886053.000000 Penalty: 1112.183594
	Iteration 107Q: 3 clusters Score -9886053 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 197099 members 
Entering Unmasked Estep 
Score: -9886079.000000 Penalty: 1112.183594
	Iteration 108Q: 3 clusters Score -9886079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 197162 members 
Entering Unmasked Estep 
Score: -9886078.000000 Penalty: 1112.183594
	Iteration 109Q: 3 clusters Score -9886078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 197213 members 
Entering Unmasked Estep 
Score: -9886075.000000 Penalty: 1112.183594
	Iteration 110Q: 3 clusters Score -9886075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 197262 members 
Entering Unmasked Estep 
Score: -9886069.000000 Penalty: 1112.183594
	Iteration 111Q: 3 clusters Score -9886069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 197308 members 
Entering Unmasked Estep 
Score: -9886054.000000 Penalty: 1112.183594
	Iteration 112Q: 3 clusters Score -9886054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 197347 members 
Entering Unmasked Estep 
Score: -9886056.000000 Penalty: 1112.183594
	Iteration 113Q: 3 clusters Score -9886056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 197378 members 
Entering Unmasked Estep 
Score: -9886030.000000 Penalty: 1112.183594
	Iteration 114Q: 3 clusters Score -9886030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 197404 members 
Entering Unmasked Estep 
Score: -9886016.000000 Penalty: 1112.183594
	Iteration 115Q: 3 clusters Score -9886016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 197442 members 
Entering Unmasked Estep 
Score: -9886037.000000 Penalty: 1112.183594
	Iteration 116Q: 3 clusters Score -9886037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 197482 members 
Entering Unmasked Estep 
Score: -9886015.000000 Penalty: 1112.183594
	Iteration 117Q: 3 clusters Score -9886015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 197518 members 
Entering Unmasked Estep 
Score: -9886015.000000 Penalty: 1112.183594
	Iteration 118Q: 3 clusters Score -9886015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 197546 members 
Entering Unmasked Estep 
Score: -9886022.000000 Penalty: 1112.183594
	Iteration 119Q: 3 clusters Score -9886022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 197563 members 
Entering Unmasked Estep 
Score: -9886014.000000 Penalty: 1112.183594
	Iteration 120F: 3 clusters Score -9886014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 197583 members 
Entering Unmasked Estep 
Score: -9886010.000000 Penalty: 1112.183594
	Iteration 121Q: 3 clusters Score -9886010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 197597 members 
Entering Unmasked Estep 
Score: -9886017.000000 Penalty: 1112.183594
	Iteration 122Q: 3 clusters Score -9886017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 197614 members 
Entering Unmasked Estep 
Score: -9886017.000000 Penalty: 1112.183594
	Iteration 123Q: 3 clusters Score -9886017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 197630 members 
Entering Unmasked Estep 
Score: -9886010.000000 Penalty: 1112.183594
	Iteration 124Q: 3 clusters Score -9886010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 197648 members 
Entering Unmasked Estep 
Score: -9886004.000000 Penalty: 1112.183594
	Iteration 125Q: 3 clusters Score -9886004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 197672 members 
Entering Unmasked Estep 
Score: -9885991.000000 Penalty: 1112.183594
	Iteration 126Q: 3 clusters Score -9885991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 197695 members 
Entering Unmasked Estep 
Score: -9886001.000000 Penalty: 1112.183594
	Iteration 127Q: 3 clusters Score -9886001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 197722 members 
Entering Unmasked Estep 
Score: -9885995.000000 Penalty: 1112.183594
	Iteration 128Q: 3 clusters Score -9885995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 197751 members 
Entering Unmasked Estep 
Score: -9885980.000000 Penalty: 1112.183594
	Iteration 129Q: 3 clusters Score -9885980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 197785 members 
Entering Unmasked Estep 
Score: -9885977.000000 Penalty: 1112.183594
	Iteration 130Q: 3 clusters Score -9885977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 197816 members 
Entering Unmasked Estep 
Score: -9885977.000000 Penalty: 1112.183594
	Iteration 131Q: 3 clusters Score -9885977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 197849 members 
Entering Unmasked Estep 
Score: -9885983.000000 Penalty: 1112.183594
	Iteration 132Q: 3 clusters Score -9885983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 197875 members 
Entering Unmasked Estep 
Score: -9885969.000000 Penalty: 1112.183594
	Iteration 133Q: 3 clusters Score -9885969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 197904 members 
Entering Unmasked Estep 
Score: -9885963.000000 Penalty: 1112.183594
	Iteration 134Q: 3 clusters Score -9885963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 197934 members 
Entering Unmasked Estep 
Score: -9885960.000000 Penalty: 1112.183594
	Iteration 135Q: 3 clusters Score -9885960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 197966 members 
Entering Unmasked Estep 
Score: -9885943.000000 Penalty: 1112.183594
	Iteration 136Q: 3 clusters Score -9885943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 197991 members 
Entering Unmasked Estep 
Score: -9885958.000000 Penalty: 1112.183594
	Iteration 137Q: 3 clusters Score -9885958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 198011 members 
Entering Unmasked Estep 
Score: -9885944.000000 Penalty: 1112.183594
	Iteration 138Q: 3 clusters Score -9885944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 198022 members 
Entering Unmasked Estep 
Score: -9885940.000000 Penalty: 1112.183594
	Iteration 139Q: 3 clusters Score -9885940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 198035 members 
Entering Unmasked Estep 
Score: -9885940.000000 Penalty: 1112.183594
	Iteration 140F: 3 clusters Score -9885940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 198050 members 
Entering Unmasked Estep 
Score: -9885927.000000 Penalty: 1112.183594
	Iteration 141Q: 3 clusters Score -9885927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 198061 members 
Entering Unmasked Estep 
Score: -9885932.000000 Penalty: 1112.183594
	Iteration 142Q: 3 clusters Score -9885932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 198071 members 
Entering Unmasked Estep 
Score: -9885934.000000 Penalty: 1112.183594
	Iteration 143Q: 3 clusters Score -9885934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 198085 members 
Entering Unmasked Estep 
Score: -9885916.000000 Penalty: 1112.183594
	Iteration 144Q: 3 clusters Score -9885916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 198100 members 
Entering Unmasked Estep 
Score: -9885916.000000 Penalty: 1112.183594
	Iteration 145Q: 3 clusters Score -9885916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 198118 members 
Entering Unmasked Estep 
Score: -9885908.000000 Penalty: 1112.183594
	Iteration 146Q: 3 clusters Score -9885908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 198139 members 
Entering Unmasked Estep 
Score: -9885901.000000 Penalty: 1112.183594
	Iteration 147Q: 3 clusters Score -9885901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 198161 members 
Entering Unmasked Estep 
Score: -9885902.000000 Penalty: 1112.183594
	Iteration 148Q: 3 clusters Score -9885902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 198190 members 
Entering Unmasked Estep 
Score: -9885898.000000 Penalty: 1112.183594
	Iteration 149Q: 3 clusters Score -9885898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 198211 members 
Entering Unmasked Estep 
Score: -9885895.000000 Penalty: 1112.183594
	Iteration 150Q: 3 clusters Score -9885895 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 198230 members 
Entering Unmasked Estep 
Score: -9885879.000000 Penalty: 1112.183594
	Iteration 151Q: 3 clusters Score -9885879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 198243 members 
Entering Unmasked Estep 
Score: -9885873.000000 Penalty: 1112.183594
	Iteration 152Q: 3 clusters Score -9885873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 198261 members 
Entering Unmasked Estep 
Score: -9885864.000000 Penalty: 1112.183594
	Iteration 153Q: 3 clusters Score -9885864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 198281 members 
Entering Unmasked Estep 
Score: -9885870.000000 Penalty: 1112.183594
	Iteration 154Q: 3 clusters Score -9885870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 198300 members 
Entering Unmasked Estep 
Score: -9885855.000000 Penalty: 1112.183594
	Iteration 155Q: 3 clusters Score -9885855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 198320 members 
Entering Unmasked Estep 
Score: -9885861.000000 Penalty: 1112.183594
	Iteration 156Q: 3 clusters Score -9885861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 198340 members 
Entering Unmasked Estep 
Score: -9885868.000000 Penalty: 1112.183594
	Iteration 157Q: 3 clusters Score -9885868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 198363 members 
Entering Unmasked Estep 
Score: -9885873.000000 Penalty: 1112.183594
	Iteration 158Q: 3 clusters Score -9885873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 198386 members 
Entering Unmasked Estep 
Score: -9885867.000000 Penalty: 1112.183594
	Iteration 159Q: 3 clusters Score -9885867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 198412 members 
Entering Unmasked Estep 
Score: -9885853.000000 Penalty: 1112.183594
	Iteration 160F: 3 clusters Score -9885853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 198440 members 
Entering Unmasked Estep 
Score: -9885843.000000 Penalty: 1112.183594
	Iteration 161Q: 3 clusters Score -9885843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 198468 members 
Entering Unmasked Estep 
Score: -9885832.000000 Penalty: 1112.183594
	Iteration 162Q: 3 clusters Score -9885832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 198497 members 
Entering Unmasked Estep 
Score: -9885833.000000 Penalty: 1112.183594
	Iteration 163Q: 3 clusters Score -9885833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 198526 members 
Entering Unmasked Estep 
Score: -9885842.000000 Penalty: 1112.183594
	Iteration 164Q: 3 clusters Score -9885842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 198543 members 
Entering Unmasked Estep 
Score: -9885840.000000 Penalty: 1112.183594
	Iteration 165Q: 3 clusters Score -9885840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 198556 members 
Entering Unmasked Estep 
Score: -9885827.000000 Penalty: 1112.183594
	Iteration 166Q: 3 clusters Score -9885827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 198564 members 
Entering Unmasked Estep 
Score: -9885815.000000 Penalty: 1112.183594
	Iteration 167Q: 3 clusters Score -9885815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 198573 members 
Entering Unmasked Estep 
Score: -9885818.000000 Penalty: 1112.183594
	Iteration 168Q: 3 clusters Score -9885818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 198586 members 
Entering Unmasked Estep 
Score: -9885813.000000 Penalty: 1112.183594
	Iteration 169Q: 3 clusters Score -9885813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 198602 members 
Entering Unmasked Estep 
Score: -9885819.000000 Penalty: 1112.183594
	Iteration 170Q: 3 clusters Score -9885819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 198616 members 
Entering Unmasked Estep 
Score: -9885818.000000 Penalty: 1112.183594
	Iteration 171Q: 3 clusters Score -9885818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 198636 members 
Entering Unmasked Estep 
Score: -9885823.000000 Penalty: 1112.183594
	Iteration 172Q: 3 clusters Score -9885823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 198663 members 
Entering Unmasked Estep 
Score: -9885809.000000 Penalty: 1112.183594
	Iteration 173Q: 3 clusters Score -9885809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 198692 members 
Entering Unmasked Estep 
Score: -9885805.000000 Penalty: 1112.183594
	Iteration 174Q: 3 clusters Score -9885805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 198715 members 
Entering Unmasked Estep 
Score: -9885805.000000 Penalty: 1112.183594
	Iteration 175Q: 3 clusters Score -9885805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 198737 members 
Entering Unmasked Estep 
Score: -9885801.000000 Penalty: 1112.183594
	Iteration 176Q: 3 clusters Score -9885801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 198756 members 
Entering Unmasked Estep 
Score: -9885801.000000 Penalty: 1112.183594
	Iteration 177Q: 3 clusters Score -9885801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 198777 members 
Entering Unmasked Estep 
Score: -9885806.000000 Penalty: 1112.183594
	Iteration 178Q: 3 clusters Score -9885806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 198798 members 
Entering Unmasked Estep 
Score: -9885802.000000 Penalty: 1112.183594
	Iteration 179Q: 3 clusters Score -9885802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 198821 members 
Entering Unmasked Estep 
Score: -9885795.000000 Penalty: 1112.183594
	Iteration 180F: 3 clusters Score -9885795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 198838 members 
Entering Unmasked Estep 
Score: -9885786.000000 Penalty: 1112.183594
	Iteration 181Q: 3 clusters Score -9885786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 198858 members 
Entering Unmasked Estep 
Score: -9885776.000000 Penalty: 1112.183594
	Iteration 182Q: 3 clusters Score -9885776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 198879 members 
Entering Unmasked Estep 
Score: -9885770.000000 Penalty: 1112.183594
	Iteration 183Q: 3 clusters Score -9885770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 198902 members 
Entering Unmasked Estep 
Score: -9885772.000000 Penalty: 1112.183594
	Iteration 184Q: 3 clusters Score -9885772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 198914 members 
Entering Unmasked Estep 
Score: -9885777.000000 Penalty: 1112.183594
	Iteration 185Q: 3 clusters Score -9885777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 198924 members 
Entering Unmasked Estep 
Score: -9885784.000000 Penalty: 1112.183594
	Iteration 186Q: 3 clusters Score -9885784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 198930 members 
Entering Unmasked Estep 
Score: -9885782.000000 Penalty: 1112.183594
	Iteration 187Q: 3 clusters Score -9885782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 198932 members 
Entering Unmasked Estep 
Score: -9885784.000000 Penalty: 1112.183594
	Iteration 188Q: 3 clusters Score -9885784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 198934 members 
Entering Unmasked Estep 
Score: -9885782.000000 Penalty: 1112.183594
	Iteration 189Q: 3 clusters Score -9885782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 198938 members 
Entering Unmasked Estep 
Score: -9885775.000000 Penalty: 1112.183594
	Iteration 190Q: 3 clusters Score -9885775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 198947 members 
Entering Unmasked Estep 
Score: -9885773.000000 Penalty: 1112.183594
	Iteration 191Q: 3 clusters Score -9885773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 198955 members 
Entering Unmasked Estep 
Score: -9885780.000000 Penalty: 1112.183594
	Iteration 192Q: 3 clusters Score -9885780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 198958 members 
Entering Unmasked Estep 
Score: -9885780.000000 Penalty: 1112.183594
	Iteration 193Q: 3 clusters Score -9885780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 198960 members 
Entering Unmasked Estep 
Score: -9885779.000000 Penalty: 1112.183594
	Iteration 194Q: 3 clusters Score -9885779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 198964 members 
Entering Unmasked Estep 
Score: -9885782.000000 Penalty: 1112.183594
	Iteration 195Q: 3 clusters Score -9885782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 198968 members 
Entering Unmasked Estep 
Score: -9885783.000000 Penalty: 1112.183594
	Iteration 196Q: 3 clusters Score -9885783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 198972 members 
Entering Unmasked Estep 
Score: -9885791.000000 Penalty: 1112.183594
	Iteration 197Q: 3 clusters Score -9885791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 198977 members 
Entering Unmasked Estep 
Score: -9885782.000000 Penalty: 1112.183594
	Iteration 198Q: 3 clusters Score -9885782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 198978 members 
Entering Unmasked Estep 
Score: -9885777.000000 Penalty: 1112.183594
	Iteration 199Q: 3 clusters Score -9885777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 198981 members 
Entering Unmasked Estep 
Score: -9885783.000000 Penalty: 1112.183594
	Iteration 200F: 3 clusters Score -9885783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 198983 members 
Entering Unmasked Estep 
Score: -9885777.000000 Penalty: 1112.183594
	Iteration 201Q: 3 clusters Score -9885777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 198984 members 
Entering Unmasked Estep 
Score: -9885777.000000 Penalty: 1112.183594
	Iteration 202Q: 3 clusters Score -9885777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 198985 members 
Entering Unmasked Estep 
Score: -9885782.000000 Penalty: 1112.183594
	Iteration 203Q: 3 clusters Score -9885782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 198987 members 
Entering Unmasked Estep 
Score: -9885778.000000 Penalty: 1112.183594
	Iteration 204Q: 3 clusters Score -9885778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 198989 members 
Entering Unmasked Estep 
Score: -9885779.000000 Penalty: 1112.183594
	Iteration 205Q: 3 clusters Score -9885779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 198994 members 
Entering Unmasked Estep 
Score: -9885776.000000 Penalty: 1112.183594
	Iteration 206Q: 3 clusters Score -9885776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 198997 members 
Entering Unmasked Estep 
Score: -9885786.000000 Penalty: 1112.183594
	Iteration 207Q: 3 clusters Score -9885786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 199004 members 
Entering Unmasked Estep 
Score: -9885791.000000 Penalty: 1112.183594
	Iteration 208Q: 3 clusters Score -9885791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 199015 members 
Entering Unmasked Estep 
Score: -9885786.000000 Penalty: 1112.183594
	Iteration 209Q: 3 clusters Score -9885786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 199023 members 
Entering Unmasked Estep 
Score: -9885783.000000 Penalty: 1112.183594
	Iteration 210Q: 3 clusters Score -9885783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 199032 members 
Entering Unmasked Estep 
Score: -9885784.000000 Penalty: 1112.183594
	Iteration 211Q: 3 clusters Score -9885784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 199038 members 
Entering Unmasked Estep 
Score: -9885782.000000 Penalty: 1112.183594
	Iteration 212Q: 3 clusters Score -9885782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 199042 members 
Entering Unmasked Estep 
Score: -9885780.000000 Penalty: 1112.183594
	Iteration 213Q: 3 clusters Score -9885780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 199043 members 
Entering Unmasked Estep 
Score: -9885783.000000 Penalty: 1112.183594
	Iteration 214Q: 3 clusters Score -9885783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 199045 members 
Entering Unmasked Estep 
Score: -9885782.000000 Penalty: 1112.183594
	Iteration 215Q: 3 clusters Score -9885782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 199045 members 
Entering Unmasked Estep 
Score: -9885782.000000 Penalty: 1112.183594
	Iteration 216F: 3 clusters Score -9885782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 13232 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 218410 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 131398 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Entering Unmasked Estep 
Score: -90723792.000000 Penalty: 42198.757812
Splitting cluster 4 changes total score from -90723056.000000 to -90723792.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -14746.983398 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -14746.98 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 152 members 
Entering Unmasked Estep 
Score: -14388.572266 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -14388.57 nChanged 82
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: -14462.966797 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -14462.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14488.005859 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -14488.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14511.211914 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -14511.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14549.916016 Penalty: 515.644836
	Iteration 4F: 3 clusters Score -14549.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14583.282227 Penalty: 515.644836
	Iteration 5F: 3 clusters Score -14583.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14611.957031 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -14611.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14630.801758 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -14630.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14643.861328 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -14643.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14644.169922 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -14644.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14644.169922 Penalty: 515.644836
	Iteration 10F: 3 clusters Score -14644.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Entering Unmasked Estep 
Score: -990239.312500 Penalty: 452.852478
	Iteration 0F: 2 clusters Score -990239.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -976331.750000 Penalty: 905.704956
	Iteration 0F: 3 clusters Score -976331.8 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -982144.812500 Penalty: 905.704956
	Iteration 1F: 3 clusters Score -982144.8 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -982518.312500 Penalty: 905.704956
	Iteration 2Q: 3 clusters Score -982518.3 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -982857.687500 Penalty: 905.704956
	Iteration 3Q: 3 clusters Score -982857.7 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -983205.750000 Penalty: 905.704956
	Iteration 4Q: 3 clusters Score -983205.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -983578.500000 Penalty: 905.704956
	Iteration 5Q: 3 clusters Score -983578.5 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -984040.000000 Penalty: 905.704956
	Iteration 6Q: 3 clusters Score -984040 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -984571.812500 Penalty: 905.704956
	Iteration 7Q: 3 clusters Score -984571.8 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -985202.500000 Penalty: 905.704956
	Iteration 8Q: 3 clusters Score -985202.5 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -985865.625000 Penalty: 905.704956
	Iteration 9Q: 3 clusters Score -985865.6 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -986348.187500 Penalty: 905.704956
	Iteration 10Q: 3 clusters Score -986348.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -986605.562500 Penalty: 905.704956
	Iteration 11Q: 3 clusters Score -986605.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -986737.812500 Penalty: 905.704956
	Iteration 12Q: 3 clusters Score -986737.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -986831.687500 Penalty: 905.704956
	Iteration 13Q: 3 clusters Score -986831.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -986913.062500 Penalty: 905.704956
	Iteration 14Q: 3 clusters Score -986913.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -986997.687500 Penalty: 905.704956
	Iteration 15Q: 3 clusters Score -986997.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -987075.812500 Penalty: 905.704956
	Iteration 16Q: 3 clusters Score -987075.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -987161.875000 Penalty: 905.704956
	Iteration 17Q: 3 clusters Score -987161.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -987266.625000 Penalty: 905.704956
	Iteration 18Q: 3 clusters Score -987266.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -987382.375000 Penalty: 905.704956
	Iteration 19Q: 3 clusters Score -987382.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -987495.875000 Penalty: 905.704956
	Iteration 20F: 3 clusters Score -987495.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -987614.375000 Penalty: 905.704956
	Iteration 21Q: 3 clusters Score -987614.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -987719.625000 Penalty: 905.704956
	Iteration 22Q: 3 clusters Score -987719.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -987836.812500 Penalty: 905.704956
	Iteration 23Q: 3 clusters Score -987836.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -987958.250000 Penalty: 905.704956
	Iteration 24Q: 3 clusters Score -987958.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -988104.000000 Penalty: 905.704956
	Iteration 25Q: 3 clusters Score -988104 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -988262.937500 Penalty: 905.704956
	Iteration 26Q: 3 clusters Score -988262.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -988439.375000 Penalty: 905.704956
	Iteration 27Q: 3 clusters Score -988439.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -988606.187500 Penalty: 905.704956
	Iteration 28Q: 3 clusters Score -988606.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -988787.500000 Penalty: 905.704956
	Iteration 29Q: 3 clusters Score -988787.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -988985.812500 Penalty: 905.704956
	Iteration 30Q: 3 clusters Score -988985.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -989169.250000 Penalty: 905.704956
	Iteration 31Q: 3 clusters Score -989169.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -989365.437500 Penalty: 905.704956
	Iteration 32Q: 3 clusters Score -989365.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -989528.625000 Penalty: 905.704956
	Iteration 33Q: 3 clusters Score -989528.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -989639.750000 Penalty: 905.704956
	Iteration 34Q: 3 clusters Score -989639.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -989726.375000 Penalty: 905.704956
	Iteration 35Q: 3 clusters Score -989726.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -989789.687500 Penalty: 905.704956
	Iteration 36Q: 3 clusters Score -989789.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -989855.562500 Penalty: 905.704956
	Iteration 37Q: 3 clusters Score -989855.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -989899.562500 Penalty: 905.704956
	Iteration 38Q: 3 clusters Score -989899.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -989934.562500 Penalty: 905.704956
	Iteration 39Q: 3 clusters Score -989934.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -989959.625000 Penalty: 905.704956
	Iteration 40F: 3 clusters Score -989959.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -989983.937500 Penalty: 905.704956
	Iteration 41Q: 3 clusters Score -989983.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -990000.375000 Penalty: 905.704956
	Iteration 42Q: 3 clusters Score -990000.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -990023.687500 Penalty: 905.704956
	Iteration 43Q: 3 clusters Score -990023.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -990050.375000 Penalty: 905.704956
	Iteration 44Q: 3 clusters Score -990050.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -990086.437500 Penalty: 905.704956
	Iteration 45Q: 3 clusters Score -990086.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -990106.062500 Penalty: 905.704956
	Iteration 46Q: 3 clusters Score -990106.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -990115.250000 Penalty: 905.704956
	Iteration 47Q: 3 clusters Score -990115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -990115.312500 Penalty: 905.704956
	Iteration 48Q: 3 clusters Score -990115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -990115.562500 Penalty: 905.704956
	Iteration 49Q: 3 clusters Score -990115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -990115.750000 Penalty: 905.704956
	Iteration 50Q: 3 clusters Score -990115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -990116.125000 Penalty: 905.704956
	Iteration 51Q: 3 clusters Score -990116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -990116.562500 Penalty: 905.704956
	Iteration 52Q: 3 clusters Score -990116.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -990116.562500 Penalty: 905.704956
	Iteration 53F: 3 clusters Score -990116.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -14544.199219 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -14544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14219.461914 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -14219.46 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14304.372070 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -14304.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14325.336914 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -14325.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14330.179688 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -14330.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14331.935547 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -14331.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14335.476562 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -14335.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14336.317383 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -14336.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14336.317383 Penalty: 517.822693
	Iteration 7F: 3 clusters Score -14336.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Entering Unmasked Estep 
Score: -3855649.500000 Penalty: 510.904846
	Iteration 0F: 2 clusters Score -3855650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -3804828.750000 Penalty: 1021.809692
	Iteration 0F: 3 clusters Score -3804829 nChanged 36727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -3828342.750000 Penalty: 1021.809692
	Iteration 1F: 3 clusters Score -3828343 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3831160.250000 Penalty: 1021.809692
	Iteration 2F: 3 clusters Score -3831160 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3835332.500000 Penalty: 1021.809692
	Iteration 3F: 3 clusters Score -3835332 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3840794.500000 Penalty: 1021.809692
	Iteration 4F: 3 clusters Score -3840794 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3845952.250000 Penalty: 1021.809692
	Iteration 5F: 3 clusters Score -3845952 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3849655.000000 Penalty: 1021.809692
	Iteration 6F: 3 clusters Score -3849655 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -3851784.500000 Penalty: 1021.809692
	Iteration 7Q: 3 clusters Score -3851784 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3852882.750000 Penalty: 1021.809692
	Iteration 8Q: 3 clusters Score -3852883 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3853578.000000 Penalty: 1021.809692
	Iteration 9Q: 3 clusters Score -3853578 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3854118.750000 Penalty: 1021.809692
	Iteration 10Q: 3 clusters Score -3854119 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3854411.750000 Penalty: 1021.809692
	Iteration 11Q: 3 clusters Score -3854412 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3854607.750000 Penalty: 1021.809692
	Iteration 12Q: 3 clusters Score -3854608 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73944 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3854781.250000 Penalty: 1021.809692
	Iteration 13Q: 3 clusters Score -3854781 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3854901.750000 Penalty: 1021.809692
	Iteration 14Q: 3 clusters Score -3854902 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3855005.250000 Penalty: 1021.809692
	Iteration 15Q: 3 clusters Score -3855005 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3855082.250000 Penalty: 1021.809692
	Iteration 16Q: 3 clusters Score -3855082 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3855144.750000 Penalty: 1021.809692
	Iteration 17Q: 3 clusters Score -3855145 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3855180.750000 Penalty: 1021.809692
	Iteration 18Q: 3 clusters Score -3855181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3855213.000000 Penalty: 1021.809692
	Iteration 19Q: 3 clusters Score -3855213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3855230.250000 Penalty: 1021.809692
	Iteration 20F: 3 clusters Score -3855230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3855234.500000 Penalty: 1021.809692
	Iteration 21Q: 3 clusters Score -3855234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3855237.750000 Penalty: 1021.809692
	Iteration 22Q: 3 clusters Score -3855238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74833 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3855239.250000 Penalty: 1021.809692
	Iteration 23Q: 3 clusters Score -3855239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3855242.000000 Penalty: 1021.809692
	Iteration 24Q: 3 clusters Score -3855242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3855244.500000 Penalty: 1021.809692
	Iteration 25Q: 3 clusters Score -3855244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3855250.250000 Penalty: 1021.809692
	Iteration 26Q: 3 clusters Score -3855250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3855252.750000 Penalty: 1021.809692
	Iteration 27Q: 3 clusters Score -3855253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3855254.500000 Penalty: 1021.809692
	Iteration 28Q: 3 clusters Score -3855254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3855255.000000 Penalty: 1021.809692
	Iteration 29Q: 3 clusters Score -3855255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3855253.500000 Penalty: 1021.809692
	Iteration 30Q: 3 clusters Score -3855254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3855253.500000 Penalty: 1021.809692
	Iteration 31F: 3 clusters Score -3855254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Entering Unmasked Estep 
Score: -3490014.750000 Penalty: 508.631958
	Iteration 0F: 2 clusters Score -3490015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -3441898.750000 Penalty: 1017.263916
	Iteration 0F: 3 clusters Score -3441899 nChanged 34805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -3463539.000000 Penalty: 1017.263916
	Iteration 1F: 3 clusters Score -3463539 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3465133.500000 Penalty: 1017.263916
	Iteration 2F: 3 clusters Score -3465134 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3467942.000000 Penalty: 1017.263916
	Iteration 3F: 3 clusters Score -3467942 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3472767.500000 Penalty: 1017.263916
	Iteration 4F: 3 clusters Score -3472768 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3479375.500000 Penalty: 1017.263916
	Iteration 5F: 3 clusters Score -3479376 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3485464.750000 Penalty: 1017.263916
	Iteration 6F: 3 clusters Score -3485465 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3488448.500000 Penalty: 1017.263916
	Iteration 7Q: 3 clusters Score -3488448 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3489266.000000 Penalty: 1017.263916
	Iteration 8Q: 3 clusters Score -3489266 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3489457.250000 Penalty: 1017.263916
	Iteration 9Q: 3 clusters Score -3489457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -3489496.750000 Penalty: 1017.263916
	Iteration 10Q: 3 clusters Score -3489497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -3489526.500000 Penalty: 1017.263916
	Iteration 11Q: 3 clusters Score -3489526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71515 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3489552.000000 Penalty: 1017.263916
	Iteration 12Q: 3 clusters Score -3489552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3489566.500000 Penalty: 1017.263916
	Iteration 13Q: 3 clusters Score -3489566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3489574.000000 Penalty: 1017.263916
	Iteration 14Q: 3 clusters Score -3489574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3489581.500000 Penalty: 1017.263916
	Iteration 15Q: 3 clusters Score -3489582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3489590.500000 Penalty: 1017.263916
	Iteration 16Q: 3 clusters Score -3489590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3489596.000000 Penalty: 1017.263916
	Iteration 17Q: 3 clusters Score -3489596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3489603.000000 Penalty: 1017.263916
	Iteration 18Q: 3 clusters Score -3489603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3489607.500000 Penalty: 1017.263916
	Iteration 19Q: 3 clusters Score -3489608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3489613.750000 Penalty: 1017.263916
	Iteration 20F: 3 clusters Score -3489614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3489618.250000 Penalty: 1017.263916
	Iteration 21Q: 3 clusters Score -3489618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3489617.750000 Penalty: 1017.263916
	Iteration 22Q: 3 clusters Score -3489618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3489617.750000 Penalty: 1017.263916
	Iteration 23F: 3 clusters Score -3489618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -338841.156250 Penalty: 403.243011
	Iteration 0F: 2 clusters Score -338841.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -334132.812500 Penalty: 806.486023
	Iteration 0F: 3 clusters Score -334132.8 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -335965.562500 Penalty: 806.486023
	Iteration 1F: 3 clusters Score -335965.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -336201.656250 Penalty: 806.486023
	Iteration 2F: 3 clusters Score -336201.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -336584.843750 Penalty: 806.486023
	Iteration 3F: 3 clusters Score -336584.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -337078.531250 Penalty: 806.486023
	Iteration 4F: 3 clusters Score -337078.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -337473.156250 Penalty: 806.486023
	Iteration 5F: 3 clusters Score -337473.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -337702.125000 Penalty: 806.486023
	Iteration 6Q: 3 clusters Score -337702.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -337834.187500 Penalty: 806.486023
	Iteration 7Q: 3 clusters Score -337834.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -337920.593750 Penalty: 806.486023
	Iteration 8Q: 3 clusters Score -337920.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -337987.343750 Penalty: 806.486023
	Iteration 9Q: 3 clusters Score -337987.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -338037.968750 Penalty: 806.486023
	Iteration 10Q: 3 clusters Score -338038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -338072.843750 Penalty: 806.486023
	Iteration 11Q: 3 clusters Score -338072.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -338099.781250 Penalty: 806.486023
	Iteration 12Q: 3 clusters Score -338099.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -338130.031250 Penalty: 806.486023
	Iteration 13Q: 3 clusters Score -338130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -338157.312500 Penalty: 806.486023
	Iteration 14Q: 3 clusters Score -338157.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -338175.156250 Penalty: 806.486023
	Iteration 15Q: 3 clusters Score -338175.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -338198.187500 Penalty: 806.486023
	Iteration 16Q: 3 clusters Score -338198.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -338222.781250 Penalty: 806.486023
	Iteration 17Q: 3 clusters Score -338222.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -338254.593750 Penalty: 806.486023
	Iteration 18Q: 3 clusters Score -338254.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -338281.375000 Penalty: 806.486023
	Iteration 19Q: 3 clusters Score -338281.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -338301.218750 Penalty: 806.486023
	Iteration 20F: 3 clusters Score -338301.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -338314.312500 Penalty: 806.486023
	Iteration 21Q: 3 clusters Score -338314.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -338322.156250 Penalty: 806.486023
	Iteration 22Q: 3 clusters Score -338322.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -338329.875000 Penalty: 806.486023
	Iteration 23Q: 3 clusters Score -338329.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -338334.093750 Penalty: 806.486023
	Iteration 24Q: 3 clusters Score -338334.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -338344.000000 Penalty: 806.486023
	Iteration 25Q: 3 clusters Score -338344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -338356.093750 Penalty: 806.486023
	Iteration 26Q: 3 clusters Score -338356.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -338368.937500 Penalty: 806.486023
	Iteration 27Q: 3 clusters Score -338368.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -338379.093750 Penalty: 806.486023
	Iteration 28Q: 3 clusters Score -338379.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -338390.656250 Penalty: 806.486023
	Iteration 29Q: 3 clusters Score -338390.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -338399.218750 Penalty: 806.486023
	Iteration 30Q: 3 clusters Score -338399.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -338408.125000 Penalty: 806.486023
	Iteration 31Q: 3 clusters Score -338408.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -338416.031250 Penalty: 806.486023
	Iteration 32Q: 3 clusters Score -338416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -338428.968750 Penalty: 806.486023
	Iteration 33Q: 3 clusters Score -338429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -338440.125000 Penalty: 806.486023
	Iteration 34Q: 3 clusters Score -338440.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -338451.218750 Penalty: 806.486023
	Iteration 35Q: 3 clusters Score -338451.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -338461.343750 Penalty: 806.486023
	Iteration 36Q: 3 clusters Score -338461.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -338469.125000 Penalty: 806.486023
	Iteration 37Q: 3 clusters Score -338469.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -338474.312500 Penalty: 806.486023
	Iteration 38Q: 3 clusters Score -338474.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -338477.343750 Penalty: 806.486023
	Iteration 39Q: 3 clusters Score -338477.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -338478.093750 Penalty: 806.486023
	Iteration 40F: 3 clusters Score -338478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -338478.312500 Penalty: 806.486023
	Iteration 41Q: 3 clusters Score -338478.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -338478.562500 Penalty: 806.486023
	Iteration 42Q: 3 clusters Score -338478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -338478.906250 Penalty: 806.486023
	Iteration 43Q: 3 clusters Score -338478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -338479.093750 Penalty: 806.486023
	Iteration 44Q: 3 clusters Score -338479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -338479.093750 Penalty: 806.486023
	Iteration 45Q: 3 clusters Score -338479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -338479.968750 Penalty: 806.486023
	Iteration 46Q: 3 clusters Score -338480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -338480.250000 Penalty: 806.486023
	Iteration 47Q: 3 clusters Score -338480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -338480.343750 Penalty: 806.486023
	Iteration 48Q: 3 clusters Score -338480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -338480.343750 Penalty: 806.486023
	Iteration 49F: 3 clusters Score -338480.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -88394.539062 Penalty: 340.869873
	Iteration 0F: 2 clusters Score -88394.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -87085.851562 Penalty: 681.739746
	Iteration 0F: 3 clusters Score -87085.85 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -87488.359375 Penalty: 681.739746
	Iteration 1F: 3 clusters Score -87488.36 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -87527.109375 Penalty: 681.739746
	Iteration 2F: 3 clusters Score -87527.11 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -87557.125000 Penalty: 681.739746
	Iteration 3Q: 3 clusters Score -87557.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -87578.695312 Penalty: 681.739746
	Iteration 4Q: 3 clusters Score -87578.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -87602.656250 Penalty: 681.739746
	Iteration 5Q: 3 clusters Score -87602.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -87625.757812 Penalty: 681.739746
	Iteration 6Q: 3 clusters Score -87625.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -87653.984375 Penalty: 681.739746
	Iteration 7Q: 3 clusters Score -87653.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -87688.039062 Penalty: 681.739746
	Iteration 8Q: 3 clusters Score -87688.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -87723.820312 Penalty: 681.739746
	Iteration 9Q: 3 clusters Score -87723.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -87755.398438 Penalty: 681.739746
	Iteration 10Q: 3 clusters Score -87755.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -87800.906250 Penalty: 681.739746
	Iteration 11Q: 3 clusters Score -87800.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -87851.656250 Penalty: 681.739746
	Iteration 12Q: 3 clusters Score -87851.66 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -87911.984375 Penalty: 681.739746
	Iteration 13Q: 3 clusters Score -87911.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -87959.625000 Penalty: 681.739746
	Iteration 14Q: 3 clusters Score -87959.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -87976.765625 Penalty: 681.739746
	Iteration 15Q: 3 clusters Score -87976.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -87984.390625 Penalty: 681.739746
	Iteration 16Q: 3 clusters Score -87984.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -87989.328125 Penalty: 681.739746
	Iteration 17Q: 3 clusters Score -87989.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87990.960938 Penalty: 681.739746
	Iteration 18Q: 3 clusters Score -87990.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -87992.320312 Penalty: 681.739746
	Iteration 19Q: 3 clusters Score -87992.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -87993.937500 Penalty: 681.739746
	Iteration 20F: 3 clusters Score -87993.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -87994.617188 Penalty: 681.739746
	Iteration 21Q: 3 clusters Score -87994.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -87995.210938 Penalty: 681.739746
	Iteration 22Q: 3 clusters Score -87995.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -87995.257812 Penalty: 681.739746
	Iteration 23Q: 3 clusters Score -87995.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -87995.257812 Penalty: 681.739746
	Iteration 24F: 3 clusters Score -87995.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -99692.945312 Penalty: 349.152802
	Iteration 0F: 2 clusters Score -99692.95 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 1077 members 
Entering Unmasked Estep 
Score: -98189.585938 Penalty: 698.305603
	Iteration 0F: 3 clusters Score -98189.59 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -98666.648438 Penalty: 698.305603
	Iteration 1F: 3 clusters Score -98666.65 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -98732.664062 Penalty: 698.305603
	Iteration 2F: 3 clusters Score -98732.66 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -98787.156250 Penalty: 698.305603
	Iteration 3F: 3 clusters Score -98787.16 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -98834.890625 Penalty: 698.305603
	Iteration 4Q: 3 clusters Score -98834.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -98886.242188 Penalty: 698.305603
	Iteration 5Q: 3 clusters Score -98886.24 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -98961.007812 Penalty: 698.305603
	Iteration 6Q: 3 clusters Score -98961.01 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -99038.398438 Penalty: 698.305603
	Iteration 7Q: 3 clusters Score -99038.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -99117.203125 Penalty: 698.305603
	Iteration 8F: 3 clusters Score -99117.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -99207.351562 Penalty: 698.305603
	Iteration 9Q: 3 clusters Score -99207.35 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -99304.750000 Penalty: 698.305603
	Iteration 10F: 3 clusters Score -99304.75 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -99359.304688 Penalty: 698.305603
	Iteration 11Q: 3 clusters Score -99359.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -99387.218750 Penalty: 698.305603
	Iteration 12Q: 3 clusters Score -99387.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -99416.054688 Penalty: 698.305603
	Iteration 13Q: 3 clusters Score -99416.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -99428.507812 Penalty: 698.305603
	Iteration 14Q: 3 clusters Score -99428.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -99437.734375 Penalty: 698.305603
	Iteration 15Q: 3 clusters Score -99437.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -99443.281250 Penalty: 698.305603
	Iteration 16Q: 3 clusters Score -99443.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -99447.570312 Penalty: 698.305603
	Iteration 17Q: 3 clusters Score -99447.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99450.921875 Penalty: 698.305603
	Iteration 18Q: 3 clusters Score -99450.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99454.210938 Penalty: 698.305603
	Iteration 19Q: 3 clusters Score -99454.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99458.351562 Penalty: 698.305603
	Iteration 20F: 3 clusters Score -99458.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99460.687500 Penalty: 698.305603
	Iteration 21Q: 3 clusters Score -99460.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -99462.390625 Penalty: 698.305603
	Iteration 22Q: 3 clusters Score -99462.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -99464.500000 Penalty: 698.305603
	Iteration 23Q: 3 clusters Score -99464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99465.679688 Penalty: 698.305603
	Iteration 24Q: 3 clusters Score -99465.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -99466.718750 Penalty: 698.305603
	Iteration 25Q: 3 clusters Score -99466.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99466.851562 Penalty: 698.305603
	Iteration 26Q: 3 clusters Score -99466.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99466.687500 Penalty: 698.305603
	Iteration 27Q: 3 clusters Score -99466.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -99466.820312 Penalty: 698.305603
	Iteration 28Q: 3 clusters Score -99466.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -99466.820312 Penalty: 698.305603
	Iteration 29F: 3 clusters Score -99466.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (91504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Entering Unmasked Estep 
Score: -4361035.500000 Penalty: 519.798279
	Iteration 0F: 2 clusters Score -4361036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -4299084.000000 Penalty: 1039.596558
	Iteration 0F: 3 clusters Score -4299084 nChanged 44755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4328204.000000 Penalty: 1039.596558
	Iteration 1F: 3 clusters Score -4328204 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -4332290.500000 Penalty: 1039.596558
	Iteration 2F: 3 clusters Score -4332290 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4339000.000000 Penalty: 1039.596558
	Iteration 3F: 3 clusters Score -4339000 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -4348109.000000 Penalty: 1039.596558
	Iteration 4F: 3 clusters Score -4348109 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -4355860.000000 Penalty: 1039.596558
	Iteration 5F: 3 clusters Score -4355860 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90181 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4359393.000000 Penalty: 1039.596558
	Iteration 6Q: 3 clusters Score -4359393 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91186 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4360279.000000 Penalty: 1039.596558
	Iteration 7Q: 3 clusters Score -4360279 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4360467.500000 Penalty: 1039.596558
	Iteration 8Q: 3 clusters Score -4360468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4360531.500000 Penalty: 1039.596558
	Iteration 9Q: 3 clusters Score -4360532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4360562.500000 Penalty: 1039.596558
	Iteration 10Q: 3 clusters Score -4360562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91455 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4360570.000000 Penalty: 1039.596558
	Iteration 11Q: 3 clusters Score -4360570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91456 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4360569.000000 Penalty: 1039.596558
	Iteration 12Q: 3 clusters Score -4360569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91457 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4360573.000000 Penalty: 1039.596558
	Iteration 13Q: 3 clusters Score -4360573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91457 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4360573.000000 Penalty: 1039.596558
	Iteration 14F: 3 clusters Score -4360573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (218245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218245 members 
Entering Unmasked Estep 
Score: -10270044.000000 Penalty: 559.348450
	Iteration 0F: 2 clusters Score -1.027004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 108761 members 
Entering Unmasked Estep 
Score: -10124979.000000 Penalty: 1118.696899
	Iteration 0F: 3 clusters Score -1.012498e+07 nChanged 107201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -10193891.000000 Penalty: 1118.696899
	Iteration 1F: 3 clusters Score -1.019389e+07 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136694 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -10200459.000000 Penalty: 1118.696899
	Iteration 2F: 3 clusters Score -1.020046e+07 nChanged 15277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150591 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -10210971.000000 Penalty: 1118.696899
	Iteration 3F: 3 clusters Score -1.021097e+07 nChanged 16722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166363 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -10225406.000000 Penalty: 1118.696899
	Iteration 4F: 3 clusters Score -1.022541e+07 nChanged 15501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181318 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -10240140.000000 Penalty: 1118.696899
	Iteration 5F: 3 clusters Score -1.024014e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192913 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -10251263.000000 Penalty: 1118.696899
	Iteration 6F: 3 clusters Score -1.025126e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200634 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -10258020.000000 Penalty: 1118.696899
	Iteration 7Q: 3 clusters Score -1.025802e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205901 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -10262585.000000 Penalty: 1118.696899
	Iteration 8Q: 3 clusters Score -1.026258e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209885 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -10265324.000000 Penalty: 1118.696899
	Iteration 9Q: 3 clusters Score -1.026532e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212870 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -10267079.000000 Penalty: 1118.696899
	Iteration 10Q: 3 clusters Score -1.026708e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215022 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -10268318.000000 Penalty: 1118.696899
	Iteration 11Q: 3 clusters Score -1.026832e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216390 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -10268916.000000 Penalty: 1118.696899
	Iteration 12Q: 3 clusters Score -1.026892e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217206 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10269236.000000 Penalty: 1118.696899
	Iteration 13Q: 3 clusters Score -1.026924e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217650 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10269442.000000 Penalty: 1118.696899
	Iteration 14Q: 3 clusters Score -1.026944e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217842 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10269497.000000 Penalty: 1118.696899
	Iteration 15Q: 3 clusters Score -1.02695e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217947 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10269547.000000 Penalty: 1118.696899
	Iteration 16Q: 3 clusters Score -1.026955e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217997 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10269569.000000 Penalty: 1118.696899
	Iteration 17Q: 3 clusters Score -1.026957e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218020 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10269565.000000 Penalty: 1118.696899
	Iteration 18Q: 3 clusters Score -1.026956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218033 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10269594.000000 Penalty: 1118.696899
	Iteration 19Q: 3 clusters Score -1.026959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218043 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10269596.000000 Penalty: 1118.696899
	Iteration 20F: 3 clusters Score -1.02696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218051 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10269603.000000 Penalty: 1118.696899
	Iteration 21Q: 3 clusters Score -1.02696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218053 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10269607.000000 Penalty: 1118.696899
	Iteration 22Q: 3 clusters Score -1.026961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218062 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10269617.000000 Penalty: 1118.696899
	Iteration 23Q: 3 clusters Score -1.026962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218066 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10269611.000000 Penalty: 1118.696899
	Iteration 24Q: 3 clusters Score -1.026961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218069 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10269621.000000 Penalty: 1118.696899
	Iteration 25Q: 3 clusters Score -1.026962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218073 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10269620.000000 Penalty: 1118.696899
	Iteration 26Q: 3 clusters Score -1.026962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218074 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10269622.000000 Penalty: 1118.696899
	Iteration 27Q: 3 clusters Score -1.026962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218073 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10269620.000000 Penalty: 1118.696899
	Iteration 28Q: 3 clusters Score -1.026962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218073 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10269620.000000 Penalty: 1118.696899
	Iteration 29F: 3 clusters Score -1.026962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Entering Unmasked Estep 
Score: -690422.375000 Penalty: 432.903534
	Iteration 0F: 2 clusters Score -690422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -681569.000000 Penalty: 865.807068
	Iteration 0F: 3 clusters Score -681569 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -685140.562500 Penalty: 865.807068
	Iteration 1F: 3 clusters Score -685140.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -685353.687500 Penalty: 865.807068
	Iteration 2Q: 3 clusters Score -685353.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -685645.687500 Penalty: 865.807068
	Iteration 3Q: 3 clusters Score -685645.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -686108.500000 Penalty: 865.807068
	Iteration 4F: 3 clusters Score -686108.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -686734.312500 Penalty: 865.807068
	Iteration 5F: 3 clusters Score -686734.3 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -687439.437500 Penalty: 865.807068
	Iteration 6F: 3 clusters Score -687439.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -687940.500000 Penalty: 865.807068
	Iteration 7F: 3 clusters Score -687940.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -688247.937500 Penalty: 865.807068
	Iteration 8Q: 3 clusters Score -688247.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -688451.437500 Penalty: 865.807068
	Iteration 9Q: 3 clusters Score -688451.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -688587.125000 Penalty: 865.807068
	Iteration 10Q: 3 clusters Score -688587.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -688708.687500 Penalty: 865.807068
	Iteration 11Q: 3 clusters Score -688708.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -688809.125000 Penalty: 865.807068
	Iteration 12Q: 3 clusters Score -688809.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -688888.000000 Penalty: 865.807068
	Iteration 13Q: 3 clusters Score -688888 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -688958.000000 Penalty: 865.807068
	Iteration 14Q: 3 clusters Score -688958 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -689012.812500 Penalty: 865.807068
	Iteration 15Q: 3 clusters Score -689012.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -689072.062500 Penalty: 865.807068
	Iteration 16Q: 3 clusters Score -689072.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -689131.687500 Penalty: 865.807068
	Iteration 17Q: 3 clusters Score -689131.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -689181.125000 Penalty: 865.807068
	Iteration 18Q: 3 clusters Score -689181.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -689219.875000 Penalty: 865.807068
	Iteration 19Q: 3 clusters Score -689219.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -689255.812500 Penalty: 865.807068
	Iteration 20F: 3 clusters Score -689255.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -689288.875000 Penalty: 865.807068
	Iteration 21Q: 3 clusters Score -689288.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -689324.500000 Penalty: 865.807068
	Iteration 22Q: 3 clusters Score -689324.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -689346.875000 Penalty: 865.807068
	Iteration 23Q: 3 clusters Score -689346.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -689370.062500 Penalty: 865.807068
	Iteration 24Q: 3 clusters Score -689370.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -689388.625000 Penalty: 865.807068
	Iteration 25Q: 3 clusters Score -689388.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -689407.562500 Penalty: 865.807068
	Iteration 26Q: 3 clusters Score -689407.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -689415.000000 Penalty: 865.807068
	Iteration 27Q: 3 clusters Score -689415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -689425.125000 Penalty: 865.807068
	Iteration 28Q: 3 clusters Score -689425.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -689432.187500 Penalty: 865.807068
	Iteration 29Q: 3 clusters Score -689432.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -689438.125000 Penalty: 865.807068
	Iteration 30Q: 3 clusters Score -689438.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -689447.812500 Penalty: 865.807068
	Iteration 31Q: 3 clusters Score -689447.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -689452.312500 Penalty: 865.807068
	Iteration 32Q: 3 clusters Score -689452.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -689455.250000 Penalty: 865.807068
	Iteration 33Q: 3 clusters Score -689455.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -689460.000000 Penalty: 865.807068
	Iteration 34Q: 3 clusters Score -689460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -689461.000000 Penalty: 865.807068
	Iteration 35Q: 3 clusters Score -689461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -689462.187500 Penalty: 865.807068
	Iteration 36Q: 3 clusters Score -689462.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -689464.437500 Penalty: 865.807068
	Iteration 37Q: 3 clusters Score -689464.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -689463.687500 Penalty: 865.807068
	Iteration 38Q: 3 clusters Score -689463.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -689466.250000 Penalty: 865.807068
	Iteration 39Q: 3 clusters Score -689466.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -689470.375000 Penalty: 865.807068
	Iteration 40F: 3 clusters Score -689470.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -689473.687500 Penalty: 865.807068
	Iteration 41Q: 3 clusters Score -689473.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -689473.062500 Penalty: 865.807068
	Iteration 42Q: 3 clusters Score -689473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -689472.812500 Penalty: 865.807068
	Iteration 43Q: 3 clusters Score -689472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -689475.812500 Penalty: 865.807068
	Iteration 44Q: 3 clusters Score -689475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -689474.312500 Penalty: 865.807068
	Iteration 45Q: 3 clusters Score -689474.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -689474.750000 Penalty: 865.807068
	Iteration 46Q: 3 clusters Score -689474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -689474.625000 Penalty: 865.807068
	Iteration 47Q: 3 clusters Score -689474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -689475.187500 Penalty: 865.807068
	Iteration 48Q: 3 clusters Score -689475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -689476.687500 Penalty: 865.807068
	Iteration 49Q: 3 clusters Score -689476.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -689477.125000 Penalty: 865.807068
	Iteration 50Q: 3 clusters Score -689477.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -689477.750000 Penalty: 865.807068
	Iteration 51Q: 3 clusters Score -689477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -689476.875000 Penalty: 865.807068
	Iteration 52Q: 3 clusters Score -689476.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -689477.500000 Penalty: 865.807068
	Iteration 53Q: 3 clusters Score -689477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -689477.312500 Penalty: 865.807068
	Iteration 54Q: 3 clusters Score -689477.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -689477.625000 Penalty: 865.807068
	Iteration 55Q: 3 clusters Score -689477.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -689477.500000 Penalty: 865.807068
	Iteration 56Q: 3 clusters Score -689477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -689477.937500 Penalty: 865.807068
	Iteration 57Q: 3 clusters Score -689477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -689477.812500 Penalty: 865.807068
	Iteration 58Q: 3 clusters Score -689477.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -689478.937500 Penalty: 865.807068
	Iteration 59Q: 3 clusters Score -689478.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -689480.437500 Penalty: 865.807068
	Iteration 60F: 3 clusters Score -689480.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -689480.187500 Penalty: 865.807068
	Iteration 61Q: 3 clusters Score -689480.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -689480.687500 Penalty: 865.807068
	Iteration 62Q: 3 clusters Score -689480.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -689480.875000 Penalty: 865.807068
	Iteration 63Q: 3 clusters Score -689480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -689481.000000 Penalty: 865.807068
	Iteration 64Q: 3 clusters Score -689481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -689481.500000 Penalty: 865.807068
	Iteration 65Q: 3 clusters Score -689481.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -689479.562500 Penalty: 865.807068
	Iteration 66Q: 3 clusters Score -689479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -689479.625000 Penalty: 865.807068
	Iteration 67Q: 3 clusters Score -689479.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -689480.187500 Penalty: 865.807068
	Iteration 68Q: 3 clusters Score -689480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -689480.312500 Penalty: 865.807068
	Iteration 69Q: 3 clusters Score -689480.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -689480.312500 Penalty: 865.807068
	Iteration 70Q: 3 clusters Score -689480.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -689479.312500 Penalty: 865.807068
	Iteration 71Q: 3 clusters Score -689479.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -689481.062500 Penalty: 865.807068
	Iteration 72Q: 3 clusters Score -689481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -689481.562500 Penalty: 865.807068
	Iteration 73Q: 3 clusters Score -689481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -689480.625000 Penalty: 865.807068
	Iteration 74Q: 3 clusters Score -689480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -689481.250000 Penalty: 865.807068
	Iteration 75Q: 3 clusters Score -689481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -689481.500000 Penalty: 865.807068
	Iteration 76Q: 3 clusters Score -689481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -689482.312500 Penalty: 865.807068
	Iteration 77Q: 3 clusters Score -689482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -689482.000000 Penalty: 865.807068
	Iteration 78Q: 3 clusters Score -689482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -689482.000000 Penalty: 865.807068
	Iteration 79F: 3 clusters Score -689482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -54062.605469 Penalty: 325.641510
	Iteration 0F: 2 clusters Score -54062.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -53103.300781 Penalty: 651.283020
	Iteration 0F: 3 clusters Score -53103.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -53398.363281 Penalty: 651.283020
	Iteration 1F: 3 clusters Score -53398.36 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -53453.203125 Penalty: 651.283020
	Iteration 2F: 3 clusters Score -53453.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -53500.886719 Penalty: 651.283020
	Iteration 3F: 3 clusters Score -53500.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53560.894531 Penalty: 651.283020
	Iteration 4F: 3 clusters Score -53560.89 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53625.886719 Penalty: 651.283020
	Iteration 5F: 3 clusters Score -53625.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53680.351562 Penalty: 651.283020
	Iteration 6Q: 3 clusters Score -53680.35 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53712.339844 Penalty: 651.283020
	Iteration 7Q: 3 clusters Score -53712.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53730.792969 Penalty: 651.283020
	Iteration 8Q: 3 clusters Score -53730.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53749.457031 Penalty: 651.283020
	Iteration 9Q: 3 clusters Score -53749.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53771.328125 Penalty: 651.283020
	Iteration 10Q: 3 clusters Score -53771.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -53786.968750 Penalty: 651.283020
	Iteration 11Q: 3 clusters Score -53786.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -53796.187500 Penalty: 651.283020
	Iteration 12Q: 3 clusters Score -53796.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -53800.917969 Penalty: 651.283020
	Iteration 13Q: 3 clusters Score -53800.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -53806.203125 Penalty: 651.283020
	Iteration 14Q: 3 clusters Score -53806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -53808.269531 Penalty: 651.283020
	Iteration 15Q: 3 clusters Score -53808.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -53809.976562 Penalty: 651.283020
	Iteration 16Q: 3 clusters Score -53809.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -53810.792969 Penalty: 651.283020
	Iteration 17Q: 3 clusters Score -53810.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -53813.550781 Penalty: 651.283020
	Iteration 18Q: 3 clusters Score -53813.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -53813.550781 Penalty: 651.283020
	Iteration 19F: 3 clusters Score -53813.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -18244.220703 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -18244.22 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 213 members 
Entering Unmasked Estep 
Score: -17845.263672 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -17845.26 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17997.916016 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -17997.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18050.521484 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -18050.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18082.101562 Penalty: 548.133728
	Iteration 3F: 3 clusters Score -18082.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18109.021484 Penalty: 548.133728
	Iteration 4F: 3 clusters Score -18109.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18141.695312 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -18141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18147.845703 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -18147.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18151.371094 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -18151.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18153.580078 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -18153.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18153.892578 Penalty: 548.133728
	Iteration 9Q: 3 clusters Score -18153.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18153.892578 Penalty: 548.133728
	Iteration 10F: 3 clusters Score -18153.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (105274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105274 members 
Entering Unmasked Estep 
Score: -5199784.500000 Penalty: 526.176636
	Iteration 0F: 2 clusters Score -5199784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -5128536.500000 Penalty: 1052.353271
	Iteration 0F: 3 clusters Score -5128536 nChanged 51591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -5160581.500000 Penalty: 1052.353271
	Iteration 1F: 3 clusters Score -5160582 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -5162680.500000 Penalty: 1052.353271
	Iteration 2Q: 3 clusters Score -5162680 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -5166141.000000 Penalty: 1052.353271
	Iteration 3F: 3 clusters Score -5166141 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -5171032.000000 Penalty: 1052.353271
	Iteration 4F: 3 clusters Score -5171032 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
Score: -5176707.500000 Penalty: 1052.353271
	Iteration 5F: 3 clusters Score -5176708 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 73008 members 
Entering Unmasked Estep 
Score: -5181740.000000 Penalty: 1052.353271
	Iteration 6F: 3 clusters Score -5181740 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -5184947.000000 Penalty: 1052.353271
	Iteration 7Q: 3 clusters Score -5184947 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 77121 members 
Entering Unmasked Estep 
Score: -5186637.500000 Penalty: 1052.353271
	Iteration 8Q: 3 clusters Score -5186638 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -5187816.000000 Penalty: 1052.353271
	Iteration 9Q: 3 clusters Score -5187816 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -5188884.500000 Penalty: 1052.353271
	Iteration 10Q: 3 clusters Score -5188884 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -5189858.500000 Penalty: 1052.353271
	Iteration 11Q: 3 clusters Score -5189858 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 83498 members 
Entering Unmasked Estep 
Score: -5190803.500000 Penalty: 1052.353271
	Iteration 12Q: 3 clusters Score -5190804 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 84955 members 
Entering Unmasked Estep 
Score: -5191616.500000 Penalty: 1052.353271
	Iteration 13Q: 3 clusters Score -5191616 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 86360 members 
Entering Unmasked Estep 
Score: -5192374.000000 Penalty: 1052.353271
	Iteration 14Q: 3 clusters Score -5192374 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -5193089.000000 Penalty: 1052.353271
	Iteration 15Q: 3 clusters Score -5193089 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -5193732.500000 Penalty: 1052.353271
	Iteration 16Q: 3 clusters Score -5193732 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -5194356.000000 Penalty: 1052.353271
	Iteration 17Q: 3 clusters Score -5194356 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 91566 members 
Entering Unmasked Estep 
Score: -5194943.500000 Penalty: 1052.353271
	Iteration 18Q: 3 clusters Score -5194944 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -5195501.500000 Penalty: 1052.353271
	Iteration 19Q: 3 clusters Score -5195502 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -5196029.500000 Penalty: 1052.353271
	Iteration 20F: 3 clusters Score -5196030 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -5196567.000000 Penalty: 1052.353271
	Iteration 21Q: 3 clusters Score -5196567 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -5197038.500000 Penalty: 1052.353271
	Iteration 22Q: 3 clusters Score -5197038 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -5197390.000000 Penalty: 1052.353271
	Iteration 23Q: 3 clusters Score -5197390 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -5197736.000000 Penalty: 1052.353271
	Iteration 24Q: 3 clusters Score -5197736 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -5198072.000000 Penalty: 1052.353271
	Iteration 25Q: 3 clusters Score -5198072 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -5198319.000000 Penalty: 1052.353271
	Iteration 26Q: 3 clusters Score -5198319 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 98570 members 
Entering Unmasked Estep 
Score: -5198496.000000 Penalty: 1052.353271
	Iteration 27Q: 3 clusters Score -5198496 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
Score: -5198638.500000 Penalty: 1052.353271
	Iteration 28Q: 3 clusters Score -5198638 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -5198759.000000 Penalty: 1052.353271
	Iteration 29Q: 3 clusters Score -5198759 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -5198878.500000 Penalty: 1052.353271
	Iteration 30Q: 3 clusters Score -5198878 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -5198960.000000 Penalty: 1052.353271
	Iteration 31Q: 3 clusters Score -5198960 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -5199041.000000 Penalty: 1052.353271
	Iteration 32Q: 3 clusters Score -5199041 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -5199088.500000 Penalty: 1052.353271
	Iteration 33Q: 3 clusters Score -5199088 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 100481 members 
Entering Unmasked Estep 
Score: -5199115.500000 Penalty: 1052.353271
	Iteration 34Q: 3 clusters Score -5199116 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -5199145.000000 Penalty: 1052.353271
	Iteration 35Q: 3 clusters Score -5199145 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 100764 members 
Entering Unmasked Estep 
Score: -5199179.000000 Penalty: 1052.353271
	Iteration 36Q: 3 clusters Score -5199179 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -5199216.500000 Penalty: 1052.353271
	Iteration 37Q: 3 clusters Score -5199216 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
Score: -5199250.500000 Penalty: 1052.353271
	Iteration 38Q: 3 clusters Score -5199250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -5199282.000000 Penalty: 1052.353271
	Iteration 39Q: 3 clusters Score -5199282 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -5199309.000000 Penalty: 1052.353271
	Iteration 40F: 3 clusters Score -5199309 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 101395 members 
Entering Unmasked Estep 
Score: -5199332.000000 Penalty: 1052.353271
	Iteration 41Q: 3 clusters Score -5199332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 101489 members 
Entering Unmasked Estep 
Score: -5199362.000000 Penalty: 1052.353271
	Iteration 42Q: 3 clusters Score -5199362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 101575 members 
Entering Unmasked Estep 
Score: -5199384.500000 Penalty: 1052.353271
	Iteration 43Q: 3 clusters Score -5199384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 101657 members 
Entering Unmasked Estep 
Score: -5199415.000000 Penalty: 1052.353271
	Iteration 44Q: 3 clusters Score -5199415 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -5199430.000000 Penalty: 1052.353271
	Iteration 45Q: 3 clusters Score -5199430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -5199452.000000 Penalty: 1052.353271
	Iteration 46Q: 3 clusters Score -5199452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 101871 members 
Entering Unmasked Estep 
Score: -5199470.000000 Penalty: 1052.353271
	Iteration 47Q: 3 clusters Score -5199470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 101935 members 
Entering Unmasked Estep 
Score: -5199458.500000 Penalty: 1052.353271
	Iteration 48Q: 3 clusters Score -5199458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 101995 members 
Entering Unmasked Estep 
Score: -5199467.000000 Penalty: 1052.353271
	Iteration 49Q: 3 clusters Score -5199467 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 102059 members 
Entering Unmasked Estep 
Score: -5199482.000000 Penalty: 1052.353271
	Iteration 50Q: 3 clusters Score -5199482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 102120 members 
Entering Unmasked Estep 
Score: -5199505.000000 Penalty: 1052.353271
	Iteration 51Q: 3 clusters Score -5199505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 102182 members 
Entering Unmasked Estep 
Score: -5199525.500000 Penalty: 1052.353271
	Iteration 52Q: 3 clusters Score -5199526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -5199529.500000 Penalty: 1052.353271
	Iteration 53Q: 3 clusters Score -5199530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 102297 members 
Entering Unmasked Estep 
Score: -5199530.000000 Penalty: 1052.353271
	Iteration 54Q: 3 clusters Score -5199530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 102337 members 
Entering Unmasked Estep 
Score: -5199545.500000 Penalty: 1052.353271
	Iteration 55Q: 3 clusters Score -5199546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 102370 members 
Entering Unmasked Estep 
Score: -5199554.000000 Penalty: 1052.353271
	Iteration 56Q: 3 clusters Score -5199554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 102398 members 
Entering Unmasked Estep 
Score: -5199560.500000 Penalty: 1052.353271
	Iteration 57Q: 3 clusters Score -5199560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -5199556.000000 Penalty: 1052.353271
	Iteration 58Q: 3 clusters Score -5199556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 102437 members 
Entering Unmasked Estep 
Score: -5199555.500000 Penalty: 1052.353271
	Iteration 59Q: 3 clusters Score -5199556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -5199561.500000 Penalty: 1052.353271
	Iteration 60F: 3 clusters Score -5199562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -5199562.500000 Penalty: 1052.353271
	Iteration 61Q: 3 clusters Score -5199562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -5199562.000000 Penalty: 1052.353271
	Iteration 62Q: 3 clusters Score -5199562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -5199562.500000 Penalty: 1052.353271
	Iteration 63Q: 3 clusters Score -5199562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -5199561.000000 Penalty: 1052.353271
	Iteration 64Q: 3 clusters Score -5199561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 102492 members 
Entering Unmasked Estep 
Score: -5199565.000000 Penalty: 1052.353271
	Iteration 65Q: 3 clusters Score -5199565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -5199568.000000 Penalty: 1052.353271
	Iteration 66Q: 3 clusters Score -5199568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -5199569.500000 Penalty: 1052.353271
	Iteration 67Q: 3 clusters Score -5199570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 102509 members 
Entering Unmasked Estep 
Score: -5199567.500000 Penalty: 1052.353271
	Iteration 68Q: 3 clusters Score -5199568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 102516 members 
Entering Unmasked Estep 
Score: -5199571.000000 Penalty: 1052.353271
	Iteration 69Q: 3 clusters Score -5199571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 102526 members 
Entering Unmasked Estep 
Score: -5199566.000000 Penalty: 1052.353271
	Iteration 70Q: 3 clusters Score -5199566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 102534 members 
Entering Unmasked Estep 
Score: -5199566.000000 Penalty: 1052.353271
	Iteration 71Q: 3 clusters Score -5199566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 102541 members 
Entering Unmasked Estep 
Score: -5199566.500000 Penalty: 1052.353271
	Iteration 72Q: 3 clusters Score -5199566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 102548 members 
Entering Unmasked Estep 
Score: -5199567.000000 Penalty: 1052.353271
	Iteration 73Q: 3 clusters Score -5199567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 102553 members 
Entering Unmasked Estep 
Score: -5199565.000000 Penalty: 1052.353271
	Iteration 74Q: 3 clusters Score -5199565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 102557 members 
Entering Unmasked Estep 
Score: -5199565.500000 Penalty: 1052.353271
	Iteration 75Q: 3 clusters Score -5199566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 102562 members 
Entering Unmasked Estep 
Score: -5199566.500000 Penalty: 1052.353271
	Iteration 76Q: 3 clusters Score -5199566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 102563 members 
Entering Unmasked Estep 
Score: -5199567.500000 Penalty: 1052.353271
	Iteration 77Q: 3 clusters Score -5199568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 102564 members 
Entering Unmasked Estep 
Score: -5199568.500000 Penalty: 1052.353271
	Iteration 78Q: 3 clusters Score -5199568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 102565 members 
Entering Unmasked Estep 
Score: -5199568.500000 Penalty: 1052.353271
	Iteration 79Q: 3 clusters Score -5199568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 102567 members 
Entering Unmasked Estep 
Score: -5199564.000000 Penalty: 1052.353271
	Iteration 80F: 3 clusters Score -5199564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -5199562.000000 Penalty: 1052.353271
	Iteration 81Q: 3 clusters Score -5199562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 102572 members 
Entering Unmasked Estep 
Score: -5199562.500000 Penalty: 1052.353271
	Iteration 82Q: 3 clusters Score -5199562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -5199561.500000 Penalty: 1052.353271
	Iteration 83Q: 3 clusters Score -5199562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 102575 members 
Entering Unmasked Estep 
Score: -5199561.500000 Penalty: 1052.353271
	Iteration 84Q: 3 clusters Score -5199562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -5199562.500000 Penalty: 1052.353271
	Iteration 85Q: 3 clusters Score -5199562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -5199562.500000 Penalty: 1052.353271
	Iteration 86F: 3 clusters Score -5199562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -79450.914062 Penalty: 337.143250
	Iteration 0F: 2 clusters Score -79450.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -78238.210938 Penalty: 674.286499
	Iteration 0F: 3 clusters Score -78238.21 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -78586.421875 Penalty: 674.286499
	Iteration 1F: 3 clusters Score -78586.42 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -78661.492188 Penalty: 674.286499
	Iteration 2F: 3 clusters Score -78661.49 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78714.578125 Penalty: 674.286499
	Iteration 3F: 3 clusters Score -78714.58 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -78767.414062 Penalty: 674.286499
	Iteration 4Q: 3 clusters Score -78767.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -78815.875000 Penalty: 674.286499
	Iteration 5Q: 3 clusters Score -78815.88 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -78863.515625 Penalty: 674.286499
	Iteration 6Q: 3 clusters Score -78863.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -78898.445312 Penalty: 674.286499
	Iteration 7Q: 3 clusters Score -78898.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -78923.320312 Penalty: 674.286499
	Iteration 8Q: 3 clusters Score -78923.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -78943.046875 Penalty: 674.286499
	Iteration 9Q: 3 clusters Score -78943.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -78960.046875 Penalty: 674.286499
	Iteration 10Q: 3 clusters Score -78960.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -78984.132812 Penalty: 674.286499
	Iteration 11Q: 3 clusters Score -78984.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79013.062500 Penalty: 674.286499
	Iteration 12Q: 3 clusters Score -79013.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79032.421875 Penalty: 674.286499
	Iteration 13Q: 3 clusters Score -79032.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79048.562500 Penalty: 674.286499
	Iteration 14Q: 3 clusters Score -79048.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79062.750000 Penalty: 674.286499
	Iteration 15Q: 3 clusters Score -79062.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79072.898438 Penalty: 674.286499
	Iteration 16Q: 3 clusters Score -79072.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79078.507812 Penalty: 674.286499
	Iteration 17Q: 3 clusters Score -79078.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79081.203125 Penalty: 674.286499
	Iteration 18Q: 3 clusters Score -79081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79082.625000 Penalty: 674.286499
	Iteration 19Q: 3 clusters Score -79082.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79085.273438 Penalty: 674.286499
	Iteration 20F: 3 clusters Score -79085.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79086.359375 Penalty: 674.286499
	Iteration 21Q: 3 clusters Score -79086.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79087.437500 Penalty: 674.286499
	Iteration 22Q: 3 clusters Score -79087.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79088.125000 Penalty: 674.286499
	Iteration 23Q: 3 clusters Score -79088.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79089.421875 Penalty: 674.286499
	Iteration 24Q: 3 clusters Score -79089.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79090.890625 Penalty: 674.286499
	Iteration 25Q: 3 clusters Score -79090.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79093.304688 Penalty: 674.286499
	Iteration 26Q: 3 clusters Score -79093.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79095.023438 Penalty: 674.286499
	Iteration 27Q: 3 clusters Score -79095.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79095.812500 Penalty: 674.286499
	Iteration 28Q: 3 clusters Score -79095.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79097.000000 Penalty: 674.286499
	Iteration 29Q: 3 clusters Score -79097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79098.343750 Penalty: 674.286499
	Iteration 30Q: 3 clusters Score -79098.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79100.468750 Penalty: 674.286499
	Iteration 31Q: 3 clusters Score -79100.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79103.500000 Penalty: 674.286499
	Iteration 32Q: 3 clusters Score -79103.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79109.609375 Penalty: 674.286499
	Iteration 33Q: 3 clusters Score -79109.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79116.140625 Penalty: 674.286499
	Iteration 34Q: 3 clusters Score -79116.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79120.609375 Penalty: 674.286499
	Iteration 35Q: 3 clusters Score -79120.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79124.312500 Penalty: 674.286499
	Iteration 36Q: 3 clusters Score -79124.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79127.523438 Penalty: 674.286499
	Iteration 37Q: 3 clusters Score -79127.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79133.140625 Penalty: 674.286499
	Iteration 38Q: 3 clusters Score -79133.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -79135.109375 Penalty: 674.286499
	Iteration 39Q: 3 clusters Score -79135.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79137.390625 Penalty: 674.286499
	Iteration 40F: 3 clusters Score -79137.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -79139.117188 Penalty: 674.286499
	Iteration 41Q: 3 clusters Score -79139.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79139.750000 Penalty: 674.286499
	Iteration 42Q: 3 clusters Score -79139.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -79141.906250 Penalty: 674.286499
	Iteration 43Q: 3 clusters Score -79141.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79145.367188 Penalty: 674.286499
	Iteration 44Q: 3 clusters Score -79145.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -79148.000000 Penalty: 674.286499
	Iteration 45Q: 3 clusters Score -79148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -79150.132812 Penalty: 674.286499
	Iteration 46Q: 3 clusters Score -79150.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -79151.617188 Penalty: 674.286499
	Iteration 47Q: 3 clusters Score -79151.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -79153.054688 Penalty: 674.286499
	Iteration 48Q: 3 clusters Score -79153.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -79154.546875 Penalty: 674.286499
	Iteration 49Q: 3 clusters Score -79154.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -79156.437500 Penalty: 674.286499
	Iteration 50Q: 3 clusters Score -79156.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79157.148438 Penalty: 674.286499
	Iteration 51Q: 3 clusters Score -79157.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -79157.742188 Penalty: 674.286499
	Iteration 52Q: 3 clusters Score -79157.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -79157.742188 Penalty: 674.286499
	Iteration 53F: 3 clusters Score -79157.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -41667.207031 Penalty: 305.328796
	Iteration 0F: 2 clusters Score -41667.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -40949.039062 Penalty: 610.657593
	Iteration 0F: 3 clusters Score -40949.04 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41110.218750 Penalty: 610.657593
	Iteration 1F: 3 clusters Score -41110.22 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -41144.570312 Penalty: 610.657593
	Iteration 2F: 3 clusters Score -41144.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -41163.726562 Penalty: 610.657593
	Iteration 3Q: 3 clusters Score -41163.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -41180.027344 Penalty: 610.657593
	Iteration 4Q: 3 clusters Score -41180.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -41195.191406 Penalty: 610.657593
	Iteration 5Q: 3 clusters Score -41195.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -41211.507812 Penalty: 610.657593
	Iteration 6Q: 3 clusters Score -41211.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -41227.058594 Penalty: 610.657593
	Iteration 7Q: 3 clusters Score -41227.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -41237.042969 Penalty: 610.657593
	Iteration 8Q: 3 clusters Score -41237.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -41247.023438 Penalty: 610.657593
	Iteration 9Q: 3 clusters Score -41247.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -41253.890625 Penalty: 610.657593
	Iteration 10Q: 3 clusters Score -41253.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -41259.898438 Penalty: 610.657593
	Iteration 11Q: 3 clusters Score -41259.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -41266.347656 Penalty: 610.657593
	Iteration 12Q: 3 clusters Score -41266.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -41274.109375 Penalty: 610.657593
	Iteration 13Q: 3 clusters Score -41274.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -41286.828125 Penalty: 610.657593
	Iteration 14Q: 3 clusters Score -41286.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -41300.179688 Penalty: 610.657593
	Iteration 15Q: 3 clusters Score -41300.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -41319.187500 Penalty: 610.657593
	Iteration 16Q: 3 clusters Score -41319.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -41327.281250 Penalty: 610.657593
	Iteration 17Q: 3 clusters Score -41327.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -41333.917969 Penalty: 610.657593
	Iteration 18Q: 3 clusters Score -41333.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -41336.855469 Penalty: 610.657593
	Iteration 19Q: 3 clusters Score -41336.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -41340.699219 Penalty: 610.657593
	Iteration 20F: 3 clusters Score -41340.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -41344.390625 Penalty: 610.657593
	Iteration 21Q: 3 clusters Score -41344.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -41349.453125 Penalty: 610.657593
	Iteration 22Q: 3 clusters Score -41349.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -41352.500000 Penalty: 610.657593
	Iteration 23Q: 3 clusters Score -41352.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -41355.992188 Penalty: 610.657593
	Iteration 24Q: 3 clusters Score -41355.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -41360.960938 Penalty: 610.657593
	Iteration 25Q: 3 clusters Score -41360.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -41367.933594 Penalty: 610.657593
	Iteration 26Q: 3 clusters Score -41367.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -41376.632812 Penalty: 610.657593
	Iteration 27Q: 3 clusters Score -41376.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -41378.039062 Penalty: 610.657593
	Iteration 28Q: 3 clusters Score -41378.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -41379.265625 Penalty: 610.657593
	Iteration 29Q: 3 clusters Score -41379.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -41380.968750 Penalty: 610.657593
	Iteration 30Q: 3 clusters Score -41380.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -41382.308594 Penalty: 610.657593
	Iteration 31Q: 3 clusters Score -41382.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -41384.160156 Penalty: 610.657593
	Iteration 32Q: 3 clusters Score -41384.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -41386.902344 Penalty: 610.657593
	Iteration 33Q: 3 clusters Score -41386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -41388.136719 Penalty: 610.657593
	Iteration 34Q: 3 clusters Score -41388.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -41388.531250 Penalty: 610.657593
	Iteration 35Q: 3 clusters Score -41388.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -41388.531250 Penalty: 610.657593
	Iteration 36F: 3 clusters Score -41388.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -89706.492188 Penalty: 346.920166
	Iteration 0F: 2 clusters Score -89706.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -88242.234375 Penalty: 693.840332
	Iteration 0F: 3 clusters Score -88242.23 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -88658.218750 Penalty: 693.840332
	Iteration 1F: 3 clusters Score -88658.22 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -88712.445312 Penalty: 693.840332
	Iteration 2F: 3 clusters Score -88712.45 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -88752.796875 Penalty: 693.840332
	Iteration 3Q: 3 clusters Score -88752.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -88786.898438 Penalty: 693.840332
	Iteration 4Q: 3 clusters Score -88786.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -88816.148438 Penalty: 693.840332
	Iteration 5Q: 3 clusters Score -88816.15 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -88851.718750 Penalty: 693.840332
	Iteration 6Q: 3 clusters Score -88851.72 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -88893.296875 Penalty: 693.840332
	Iteration 7Q: 3 clusters Score -88893.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -88955.250000 Penalty: 693.840332
	Iteration 8Q: 3 clusters Score -88955.25 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -89028.960938 Penalty: 693.840332
	Iteration 9Q: 3 clusters Score -89028.96 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -89112.445312 Penalty: 693.840332
	Iteration 10Q: 3 clusters Score -89112.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -89175.273438 Penalty: 693.840332
	Iteration 11Q: 3 clusters Score -89175.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -89210.976562 Penalty: 693.840332
	Iteration 12Q: 3 clusters Score -89210.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -89239.500000 Penalty: 693.840332
	Iteration 13Q: 3 clusters Score -89239.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -89260.460938 Penalty: 693.840332
	Iteration 14Q: 3 clusters Score -89260.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -89277.640625 Penalty: 693.840332
	Iteration 15Q: 3 clusters Score -89277.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89297.679688 Penalty: 693.840332
	Iteration 16Q: 3 clusters Score -89297.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89321.789062 Penalty: 693.840332
	Iteration 17Q: 3 clusters Score -89321.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -89343.320312 Penalty: 693.840332
	Iteration 18Q: 3 clusters Score -89343.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89357.109375 Penalty: 693.840332
	Iteration 19Q: 3 clusters Score -89357.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89367.015625 Penalty: 693.840332
	Iteration 20F: 3 clusters Score -89367.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89377.609375 Penalty: 693.840332
	Iteration 21Q: 3 clusters Score -89377.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89387.601562 Penalty: 693.840332
	Iteration 22Q: 3 clusters Score -89387.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89395.257812 Penalty: 693.840332
	Iteration 23Q: 3 clusters Score -89395.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89401.960938 Penalty: 693.840332
	Iteration 24Q: 3 clusters Score -89401.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89410.375000 Penalty: 693.840332
	Iteration 25Q: 3 clusters Score -89410.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89422.460938 Penalty: 693.840332
	Iteration 26Q: 3 clusters Score -89422.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -89432.679688 Penalty: 693.840332
	Iteration 27Q: 3 clusters Score -89432.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -89438.875000 Penalty: 693.840332
	Iteration 28Q: 3 clusters Score -89438.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -89444.648438 Penalty: 693.840332
	Iteration 29Q: 3 clusters Score -89444.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -89450.773438 Penalty: 693.840332
	Iteration 30Q: 3 clusters Score -89450.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -89460.054688 Penalty: 693.840332
	Iteration 31Q: 3 clusters Score -89460.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -89466.726562 Penalty: 693.840332
	Iteration 32Q: 3 clusters Score -89466.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -89475.710938 Penalty: 693.840332
	Iteration 33Q: 3 clusters Score -89475.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -89484.054688 Penalty: 693.840332
	Iteration 34Q: 3 clusters Score -89484.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -89487.289062 Penalty: 693.840332
	Iteration 35Q: 3 clusters Score -89487.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -89488.234375 Penalty: 693.840332
	Iteration 36Q: 3 clusters Score -89488.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -89488.234375 Penalty: 693.840332
	Iteration 37F: 3 clusters Score -89488.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Entering Unmasked Estep 
Score: -661525.625000 Penalty: 431.812897
	Iteration 0F: 2 clusters Score -661525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -652731.625000 Penalty: 863.625793
	Iteration 0F: 3 clusters Score -652731.6 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -656215.062500 Penalty: 863.625793
	Iteration 1F: 3 clusters Score -656215.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -656815.875000 Penalty: 863.625793
	Iteration 2F: 3 clusters Score -656815.9 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -658023.750000 Penalty: 863.625793
	Iteration 3F: 3 clusters Score -658023.8 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -659535.812500 Penalty: 863.625793
	Iteration 4F: 3 clusters Score -659535.8 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -660760.437500 Penalty: 863.625793
	Iteration 5F: 3 clusters Score -660760.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -661329.812500 Penalty: 863.625793
	Iteration 6F: 3 clusters Score -661329.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -661596.000000 Penalty: 863.625793
	Iteration 7Q: 3 clusters Score -661596 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -661750.250000 Penalty: 863.625793
	Iteration 8Q: 3 clusters Score -661750.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -661809.187500 Penalty: 863.625793
	Iteration 9Q: 3 clusters Score -661809.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -661837.625000 Penalty: 863.625793
	Iteration 10Q: 3 clusters Score -661837.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -661853.187500 Penalty: 863.625793
	Iteration 11Q: 3 clusters Score -661853.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -661860.437500 Penalty: 863.625793
	Iteration 12Q: 3 clusters Score -661860.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -661866.625000 Penalty: 863.625793
	Iteration 13Q: 3 clusters Score -661866.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -661872.000000 Penalty: 863.625793
	Iteration 14Q: 3 clusters Score -661872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -661876.625000 Penalty: 863.625793
	Iteration 15Q: 3 clusters Score -661876.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -661878.125000 Penalty: 863.625793
	Iteration 16Q: 3 clusters Score -661878.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -661878.250000 Penalty: 863.625793
	Iteration 17Q: 3 clusters Score -661878.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -661881.375000 Penalty: 863.625793
	Iteration 18Q: 3 clusters Score -661881.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -661880.687500 Penalty: 863.625793
	Iteration 19Q: 3 clusters Score -661880.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -661881.812500 Penalty: 863.625793
	Iteration 20F: 3 clusters Score -661881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -661881.625000 Penalty: 863.625793
	Iteration 21Q: 3 clusters Score -661881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -661880.937500 Penalty: 863.625793
	Iteration 22Q: 3 clusters Score -661880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -661881.375000 Penalty: 863.625793
	Iteration 23Q: 3 clusters Score -661881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -661881.375000 Penalty: 863.625793
	Iteration 24F: 3 clusters Score -661881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 218410 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 131398 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Mstep: Class 65 contains 11098 members 
Entering Unmasked Estep 
Score: -90723568.000000 Penalty: 42858.113281
Splitting cluster 22 changes total score from -90723056.000000 to -90723568.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 23 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -245440.546875 Penalty: 387.331635
	Iteration 0F: 2 clusters Score -245440.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -242073.968750 Penalty: 774.663269
	Iteration 0F: 3 clusters Score -242074 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -243314.234375 Penalty: 774.663269
	Iteration 1F: 3 clusters Score -243314.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -243511.109375 Penalty: 774.663269
	Iteration 2F: 3 clusters Score -243511.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -243776.250000 Penalty: 774.663269
	Iteration 3F: 3 clusters Score -243776.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -244083.062500 Penalty: 774.663269
	Iteration 4F: 3 clusters Score -244083.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -244435.468750 Penalty: 774.663269
	Iteration 5F: 3 clusters Score -244435.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -244749.687500 Penalty: 774.663269
	Iteration 6F: 3 clusters Score -244749.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -244928.359375 Penalty: 774.663269
	Iteration 7Q: 3 clusters Score -244928.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -245020.515625 Penalty: 774.663269
	Iteration 8Q: 3 clusters Score -245020.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -245076.156250 Penalty: 774.663269
	Iteration 9Q: 3 clusters Score -245076.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -245121.343750 Penalty: 774.663269
	Iteration 10Q: 3 clusters Score -245121.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -245157.140625 Penalty: 774.663269
	Iteration 11Q: 3 clusters Score -245157.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -245185.968750 Penalty: 774.663269
	Iteration 12Q: 3 clusters Score -245186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -245202.312500 Penalty: 774.663269
	Iteration 13Q: 3 clusters Score -245202.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -245210.406250 Penalty: 774.663269
	Iteration 14Q: 3 clusters Score -245210.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -245213.250000 Penalty: 774.663269
	Iteration 15Q: 3 clusters Score -245213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -245215.250000 Penalty: 774.663269
	Iteration 16Q: 3 clusters Score -245215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -245215.671875 Penalty: 774.663269
	Iteration 17Q: 3 clusters Score -245215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -245216.218750 Penalty: 774.663269
	Iteration 18Q: 3 clusters Score -245216.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -245218.062500 Penalty: 774.663269
	Iteration 19Q: 3 clusters Score -245218.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -245218.578125 Penalty: 774.663269
	Iteration 20F: 3 clusters Score -245218.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -245219.750000 Penalty: 774.663269
	Iteration 21Q: 3 clusters Score -245219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -245219.671875 Penalty: 774.663269
	Iteration 22Q: 3 clusters Score -245219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -245220.531250 Penalty: 774.663269
	Iteration 23Q: 3 clusters Score -245220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -245221.593750 Penalty: 774.663269
	Iteration 24Q: 3 clusters Score -245221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -245221.625000 Penalty: 774.663269
	Iteration 25Q: 3 clusters Score -245221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -245221.625000 Penalty: 774.663269
	Iteration 26F: 3 clusters Score -245221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -61068.781250 Penalty: 326.935120
	Iteration 0F: 2 clusters Score -61068.78 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 678 members 
Entering Unmasked Estep 
Score: -60071.191406 Penalty: 653.870239
	Iteration 0F: 3 clusters Score -60071.19 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -60481.593750 Penalty: 653.870239
	Iteration 1F: 3 clusters Score -60481.59 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -60585.730469 Penalty: 653.870239
	Iteration 2F: 3 clusters Score -60585.73 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -60655.675781 Penalty: 653.870239
	Iteration 3F: 3 clusters Score -60655.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -60694.535156 Penalty: 653.870239
	Iteration 4Q: 3 clusters Score -60694.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -60725.042969 Penalty: 653.870239
	Iteration 5Q: 3 clusters Score -60725.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -60740.539062 Penalty: 653.870239
	Iteration 6Q: 3 clusters Score -60740.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -60754.976562 Penalty: 653.870239
	Iteration 7Q: 3 clusters Score -60754.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -60761.570312 Penalty: 653.870239
	Iteration 8Q: 3 clusters Score -60761.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -60769.824219 Penalty: 653.870239
	Iteration 9Q: 3 clusters Score -60769.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -60776.925781 Penalty: 653.870239
	Iteration 10Q: 3 clusters Score -60776.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -60781.464844 Penalty: 653.870239
	Iteration 11Q: 3 clusters Score -60781.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -60782.980469 Penalty: 653.870239
	Iteration 12Q: 3 clusters Score -60782.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -60783.296875 Penalty: 653.870239
	Iteration 13Q: 3 clusters Score -60783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -60783.371094 Penalty: 653.870239
	Iteration 14Q: 3 clusters Score -60783.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -60783.371094 Penalty: 653.870239
	Iteration 15F: 3 clusters Score -60783.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (218410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218410 members 
Entering Unmasked Estep 
Score: -10874760.000000 Penalty: 559.382874
	Iteration 0F: 2 clusters Score -1.087476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 109103 members 
Entering Unmasked Estep 
Score: -10733999.000000 Penalty: 1118.765747
	Iteration 0F: 3 clusters Score -1.0734e+07 nChanged 107335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114454 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -10801927.000000 Penalty: 1118.765747
	Iteration 1F: 3 clusters Score -1.080193e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117511 members 
Mstep: Class 2 contains 100899 members 
Entering Unmasked Estep 
Score: -10807600.000000 Penalty: 1118.765747
	Iteration 2F: 3 clusters Score -1.08076e+07 nChanged 13498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121509 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -10817084.000000 Penalty: 1118.765747
	Iteration 3F: 3 clusters Score -1.081708e+07 nChanged 15559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126058 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -10830189.000000 Penalty: 1118.765747
	Iteration 4F: 3 clusters Score -1.083019e+07 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129916 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -10840876.000000 Penalty: 1118.765747
	Iteration 5F: 3 clusters Score -1.084088e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133260 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -10845554.000000 Penalty: 1118.765747
	Iteration 6Q: 3 clusters Score -1.084555e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136498 members 
Mstep: Class 2 contains 81912 members 
Entering Unmasked Estep 
Score: -10847586.000000 Penalty: 1118.765747
	Iteration 7Q: 3 clusters Score -1.084759e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139880 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -10849285.000000 Penalty: 1118.765747
	Iteration 8Q: 3 clusters Score -1.084928e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -10851422.000000 Penalty: 1118.765747
	Iteration 9Q: 3 clusters Score -1.085142e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146894 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -10853972.000000 Penalty: 1118.765747
	Iteration 10Q: 3 clusters Score -1.085397e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150473 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -10857208.000000 Penalty: 1118.765747
	Iteration 11Q: 3 clusters Score -1.085721e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153783 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -10860665.000000 Penalty: 1118.765747
	Iteration 12Q: 3 clusters Score -1.086066e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156754 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -10864104.000000 Penalty: 1118.765747
	Iteration 13Q: 3 clusters Score -1.08641e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159174 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -10866896.000000 Penalty: 1118.765747
	Iteration 14Q: 3 clusters Score -1.08669e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -10869486.000000 Penalty: 1118.765747
	Iteration 15Q: 3 clusters Score -1.086949e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162254 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -10871516.000000 Penalty: 1118.765747
	Iteration 16Q: 3 clusters Score -1.087152e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163172 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -10873099.000000 Penalty: 1118.765747
	Iteration 17Q: 3 clusters Score -1.08731e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163851 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -10874283.000000 Penalty: 1118.765747
	Iteration 18Q: 3 clusters Score -1.087428e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164393 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -10875094.000000 Penalty: 1118.765747
	Iteration 19Q: 3 clusters Score -1.087509e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164926 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -10875920.000000 Penalty: 1118.765747
	Iteration 20F: 3 clusters Score -1.087592e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165391 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -10876581.000000 Penalty: 1118.765747
	Iteration 21Q: 3 clusters Score -1.087658e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165742 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -10877107.000000 Penalty: 1118.765747
	Iteration 22Q: 3 clusters Score -1.087711e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166243 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -10877524.000000 Penalty: 1118.765747
	Iteration 23Q: 3 clusters Score -1.087752e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166641 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -10877870.000000 Penalty: 1118.765747
	Iteration 24Q: 3 clusters Score -1.087787e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167108 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -10878202.000000 Penalty: 1118.765747
	Iteration 25Q: 3 clusters Score -1.08782e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167623 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -10878433.000000 Penalty: 1118.765747
	Iteration 26Q: 3 clusters Score -1.087843e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -10878715.000000 Penalty: 1118.765747
	Iteration 27Q: 3 clusters Score -1.087872e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168500 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -10878865.000000 Penalty: 1118.765747
	Iteration 28Q: 3 clusters Score -1.087886e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169053 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -10879002.000000 Penalty: 1118.765747
	Iteration 29Q: 3 clusters Score -1.0879e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -10879140.000000 Penalty: 1118.765747
	Iteration 30Q: 3 clusters Score -1.087914e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170110 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -10879242.000000 Penalty: 1118.765747
	Iteration 31Q: 3 clusters Score -1.087924e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170603 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -10879335.000000 Penalty: 1118.765747
	Iteration 32Q: 3 clusters Score -1.087934e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171143 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -10879340.000000 Penalty: 1118.765747
	Iteration 33Q: 3 clusters Score -1.087934e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171670 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -10879403.000000 Penalty: 1118.765747
	Iteration 34Q: 3 clusters Score -1.08794e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172211 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -10879479.000000 Penalty: 1118.765747
	Iteration 35Q: 3 clusters Score -1.087948e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172673 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -10879518.000000 Penalty: 1118.765747
	Iteration 36Q: 3 clusters Score -1.087952e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173050 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -10879542.000000 Penalty: 1118.765747
	Iteration 37Q: 3 clusters Score -1.087954e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173398 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -10879596.000000 Penalty: 1118.765747
	Iteration 38Q: 3 clusters Score -1.08796e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173721 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -10879601.000000 Penalty: 1118.765747
	Iteration 39Q: 3 clusters Score -1.08796e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173970 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -10879607.000000 Penalty: 1118.765747
	Iteration 40F: 3 clusters Score -1.087961e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174226 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -10879582.000000 Penalty: 1118.765747
	Iteration 41Q: 3 clusters Score -1.087958e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174467 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -10879599.000000 Penalty: 1118.765747
	Iteration 42Q: 3 clusters Score -1.08796e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174706 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -10879620.000000 Penalty: 1118.765747
	Iteration 43Q: 3 clusters Score -1.087962e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174991 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -10879602.000000 Penalty: 1118.765747
	Iteration 44Q: 3 clusters Score -1.08796e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175307 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -10879616.000000 Penalty: 1118.765747
	Iteration 45Q: 3 clusters Score -1.087962e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175606 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -10879616.000000 Penalty: 1118.765747
	Iteration 46Q: 3 clusters Score -1.087962e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175931 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -10879620.000000 Penalty: 1118.765747
	Iteration 47Q: 3 clusters Score -1.087962e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176164 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -10879596.000000 Penalty: 1118.765747
	Iteration 48Q: 3 clusters Score -1.08796e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176454 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -10879592.000000 Penalty: 1118.765747
	Iteration 49Q: 3 clusters Score -1.087959e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176723 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -10879589.000000 Penalty: 1118.765747
	Iteration 50Q: 3 clusters Score -1.087959e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177007 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -10879579.000000 Penalty: 1118.765747
	Iteration 51Q: 3 clusters Score -1.087958e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177305 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -10879542.000000 Penalty: 1118.765747
	Iteration 52Q: 3 clusters Score -1.087954e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177618 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -10879531.000000 Penalty: 1118.765747
	Iteration 53Q: 3 clusters Score -1.087953e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177962 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -10879531.000000 Penalty: 1118.765747
	Iteration 54Q: 3 clusters Score -1.087953e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178304 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -10879525.000000 Penalty: 1118.765747
	Iteration 55Q: 3 clusters Score -1.087952e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178538 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -10879511.000000 Penalty: 1118.765747
	Iteration 56Q: 3 clusters Score -1.087951e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178840 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -10879510.000000 Penalty: 1118.765747
	Iteration 57Q: 3 clusters Score -1.087951e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179162 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -10879491.000000 Penalty: 1118.765747
	Iteration 58Q: 3 clusters Score -1.087949e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179539 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -10879470.000000 Penalty: 1118.765747
	Iteration 59Q: 3 clusters Score -1.087947e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179731 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -10879453.000000 Penalty: 1118.765747
	Iteration 60F: 3 clusters Score -1.087945e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179966 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -10879477.000000 Penalty: 1118.765747
	Iteration 61Q: 3 clusters Score -1.087948e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180146 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -10879483.000000 Penalty: 1118.765747
	Iteration 62Q: 3 clusters Score -1.087948e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180284 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -10879471.000000 Penalty: 1118.765747
	Iteration 63Q: 3 clusters Score -1.087947e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180420 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -10879462.000000 Penalty: 1118.765747
	Iteration 64Q: 3 clusters Score -1.087946e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180609 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -10879471.000000 Penalty: 1118.765747
	Iteration 65Q: 3 clusters Score -1.087947e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180753 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -10879450.000000 Penalty: 1118.765747
	Iteration 66Q: 3 clusters Score -1.087945e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180864 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -10879444.000000 Penalty: 1118.765747
	Iteration 67Q: 3 clusters Score -1.087944e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181015 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -10879459.000000 Penalty: 1118.765747
	Iteration 68Q: 3 clusters Score -1.087946e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181197 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -10879405.000000 Penalty: 1118.765747
	Iteration 69Q: 3 clusters Score -1.08794e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181388 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -10879404.000000 Penalty: 1118.765747
	Iteration 70Q: 3 clusters Score -1.08794e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -10879402.000000 Penalty: 1118.765747
	Iteration 71Q: 3 clusters Score -1.08794e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181588 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -10879389.000000 Penalty: 1118.765747
	Iteration 72Q: 3 clusters Score -1.087939e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181704 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -10879356.000000 Penalty: 1118.765747
	Iteration 73Q: 3 clusters Score -1.087936e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181866 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -10879350.000000 Penalty: 1118.765747
	Iteration 74Q: 3 clusters Score -1.087935e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182013 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -10879353.000000 Penalty: 1118.765747
	Iteration 75Q: 3 clusters Score -1.087935e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182135 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -10879380.000000 Penalty: 1118.765747
	Iteration 76Q: 3 clusters Score -1.087938e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182282 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -10879390.000000 Penalty: 1118.765747
	Iteration 77Q: 3 clusters Score -1.087939e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182389 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -10879399.000000 Penalty: 1118.765747
	Iteration 78Q: 3 clusters Score -1.08794e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182574 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -10879387.000000 Penalty: 1118.765747
	Iteration 79Q: 3 clusters Score -1.087939e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182648 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -10879373.000000 Penalty: 1118.765747
	Iteration 80F: 3 clusters Score -1.087937e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182795 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -10879362.000000 Penalty: 1118.765747
	Iteration 81Q: 3 clusters Score -1.087936e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182923 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -10879363.000000 Penalty: 1118.765747
	Iteration 82Q: 3 clusters Score -1.087936e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183119 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -10879340.000000 Penalty: 1118.765747
	Iteration 83Q: 3 clusters Score -1.087934e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183242 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -10879347.000000 Penalty: 1118.765747
	Iteration 84Q: 3 clusters Score -1.087935e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183409 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -10879356.000000 Penalty: 1118.765747
	Iteration 85Q: 3 clusters Score -1.087936e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183567 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -10879313.000000 Penalty: 1118.765747
	Iteration 86Q: 3 clusters Score -1.087931e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183699 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -10879310.000000 Penalty: 1118.765747
	Iteration 87Q: 3 clusters Score -1.087931e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183802 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -10879292.000000 Penalty: 1118.765747
	Iteration 88Q: 3 clusters Score -1.087929e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183906 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -10879295.000000 Penalty: 1118.765747
	Iteration 89Q: 3 clusters Score -1.08793e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183996 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -10879277.000000 Penalty: 1118.765747
	Iteration 90Q: 3 clusters Score -1.087928e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184046 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -10879275.000000 Penalty: 1118.765747
	Iteration 91Q: 3 clusters Score -1.087928e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184122 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -10879259.000000 Penalty: 1118.765747
	Iteration 92Q: 3 clusters Score -1.087926e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184262 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -10879250.000000 Penalty: 1118.765747
	Iteration 93Q: 3 clusters Score -1.087925e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184410 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -10879252.000000 Penalty: 1118.765747
	Iteration 94Q: 3 clusters Score -1.087925e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184516 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -10879279.000000 Penalty: 1118.765747
	Iteration 95Q: 3 clusters Score -1.087928e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184664 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -10879250.000000 Penalty: 1118.765747
	Iteration 96Q: 3 clusters Score -1.087925e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184779 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -10879245.000000 Penalty: 1118.765747
	Iteration 97Q: 3 clusters Score -1.087924e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184926 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -10879251.000000 Penalty: 1118.765747
	Iteration 98Q: 3 clusters Score -1.087925e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185032 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -10879230.000000 Penalty: 1118.765747
	Iteration 99Q: 3 clusters Score -1.087923e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185174 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -10879206.000000 Penalty: 1118.765747
	Iteration 100F: 3 clusters Score -1.087921e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185247 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -10879191.000000 Penalty: 1118.765747
	Iteration 101Q: 3 clusters Score -1.087919e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185339 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -10879187.000000 Penalty: 1118.765747
	Iteration 102Q: 3 clusters Score -1.087919e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185385 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -10879210.000000 Penalty: 1118.765747
	Iteration 103Q: 3 clusters Score -1.087921e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185447 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -10879186.000000 Penalty: 1118.765747
	Iteration 104Q: 3 clusters Score -1.087919e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185557 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -10879206.000000 Penalty: 1118.765747
	Iteration 105Q: 3 clusters Score -1.087921e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185607 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -10879186.000000 Penalty: 1118.765747
	Iteration 106Q: 3 clusters Score -1.087919e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185673 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -10879167.000000 Penalty: 1118.765747
	Iteration 107Q: 3 clusters Score -1.087917e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185753 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -10879173.000000 Penalty: 1118.765747
	Iteration 108Q: 3 clusters Score -1.087917e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185906 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -10879162.000000 Penalty: 1118.765747
	Iteration 109Q: 3 clusters Score -1.087916e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186040 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -10879161.000000 Penalty: 1118.765747
	Iteration 110Q: 3 clusters Score -1.087916e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186108 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -10879133.000000 Penalty: 1118.765747
	Iteration 111Q: 3 clusters Score -1.087913e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186143 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -10879131.000000 Penalty: 1118.765747
	Iteration 112Q: 3 clusters Score -1.087913e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186177 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -10879130.000000 Penalty: 1118.765747
	Iteration 113Q: 3 clusters Score -1.087913e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186236 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -10879113.000000 Penalty: 1118.765747
	Iteration 114Q: 3 clusters Score -1.087911e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186325 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -10879128.000000 Penalty: 1118.765747
	Iteration 115Q: 3 clusters Score -1.087913e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186358 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -10879130.000000 Penalty: 1118.765747
	Iteration 116Q: 3 clusters Score -1.087913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186394 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -10879102.000000 Penalty: 1118.765747
	Iteration 117Q: 3 clusters Score -1.08791e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186422 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -10879103.000000 Penalty: 1118.765747
	Iteration 118Q: 3 clusters Score -1.08791e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186461 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -10879104.000000 Penalty: 1118.765747
	Iteration 119Q: 3 clusters Score -1.08791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186476 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -10879106.000000 Penalty: 1118.765747
	Iteration 120F: 3 clusters Score -1.087911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186495 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -10879094.000000 Penalty: 1118.765747
	Iteration 121Q: 3 clusters Score -1.087909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186499 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -10879088.000000 Penalty: 1118.765747
	Iteration 122Q: 3 clusters Score -1.087909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186507 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -10879089.000000 Penalty: 1118.765747
	Iteration 123Q: 3 clusters Score -1.087909e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186539 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -10879085.000000 Penalty: 1118.765747
	Iteration 124Q: 3 clusters Score -1.087908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186553 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -10879091.000000 Penalty: 1118.765747
	Iteration 125Q: 3 clusters Score -1.087909e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186595 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -10879095.000000 Penalty: 1118.765747
	Iteration 126Q: 3 clusters Score -1.08791e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186630 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -10879082.000000 Penalty: 1118.765747
	Iteration 127Q: 3 clusters Score -1.087908e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186676 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -10879083.000000 Penalty: 1118.765747
	Iteration 128Q: 3 clusters Score -1.087908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -10879072.000000 Penalty: 1118.765747
	Iteration 129Q: 3 clusters Score -1.087907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186708 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -10879063.000000 Penalty: 1118.765747
	Iteration 130Q: 3 clusters Score -1.087906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186728 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -10879057.000000 Penalty: 1118.765747
	Iteration 131Q: 3 clusters Score -1.087906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186724 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -10879062.000000 Penalty: 1118.765747
	Iteration 132Q: 3 clusters Score -1.087906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186718 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -10879062.000000 Penalty: 1118.765747
	Iteration 133Q: 3 clusters Score -1.087906e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186678 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -10879079.000000 Penalty: 1118.765747
	Iteration 134Q: 3 clusters Score -1.087908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186683 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -10879066.000000 Penalty: 1118.765747
	Iteration 135Q: 3 clusters Score -1.087907e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186721 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -10879055.000000 Penalty: 1118.765747
	Iteration 136Q: 3 clusters Score -1.087906e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186766 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -10879047.000000 Penalty: 1118.765747
	Iteration 137Q: 3 clusters Score -1.087905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186779 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -10879060.000000 Penalty: 1118.765747
	Iteration 138Q: 3 clusters Score -1.087906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186776 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -10879059.000000 Penalty: 1118.765747
	Iteration 139Q: 3 clusters Score -1.087906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186776 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -10879059.000000 Penalty: 1118.765747
	Iteration 140F: 3 clusters Score -1.087906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 186776 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 1769 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 131398 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Mstep: Class 65 contains 11098 members 
Mstep: Class 66 contains 31634 members 
Entering Unmasked Estep 
Score: -90726384.000000 Penalty: 43517.468750
Splitting cluster 25 changes total score from -90723056.000000 to -90726384.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 26 (5294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Entering Unmasked Estep 
Score: -245888.984375 Penalty: 390.131989
	Iteration 0F: 2 clusters Score -245889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -242344.812500 Penalty: 780.263977
	Iteration 0F: 3 clusters Score -242344.8 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -244020.125000 Penalty: 780.263977
	Iteration 1F: 3 clusters Score -244020.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -244318.265625 Penalty: 780.263977
	Iteration 2F: 3 clusters Score -244318.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -244596.718750 Penalty: 780.263977
	Iteration 3F: 3 clusters Score -244596.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -244787.812500 Penalty: 780.263977
	Iteration 4F: 3 clusters Score -244787.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -244946.468750 Penalty: 780.263977
	Iteration 5Q: 3 clusters Score -244946.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -245097.406250 Penalty: 780.263977
	Iteration 6Q: 3 clusters Score -245097.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -245199.437500 Penalty: 780.263977
	Iteration 7Q: 3 clusters Score -245199.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -245279.484375 Penalty: 780.263977
	Iteration 8Q: 3 clusters Score -245279.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -245347.468750 Penalty: 780.263977
	Iteration 9Q: 3 clusters Score -245347.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -245417.671875 Penalty: 780.263977
	Iteration 10Q: 3 clusters Score -245417.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -245460.640625 Penalty: 780.263977
	Iteration 11Q: 3 clusters Score -245460.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -245496.609375 Penalty: 780.263977
	Iteration 12Q: 3 clusters Score -245496.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -245515.812500 Penalty: 780.263977
	Iteration 13Q: 3 clusters Score -245515.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -245527.515625 Penalty: 780.263977
	Iteration 14Q: 3 clusters Score -245527.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -245538.765625 Penalty: 780.263977
	Iteration 15Q: 3 clusters Score -245538.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -245551.125000 Penalty: 780.263977
	Iteration 16Q: 3 clusters Score -245551.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -245559.593750 Penalty: 780.263977
	Iteration 17Q: 3 clusters Score -245559.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -245572.375000 Penalty: 780.263977
	Iteration 18Q: 3 clusters Score -245572.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -245579.375000 Penalty: 780.263977
	Iteration 19Q: 3 clusters Score -245579.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -245582.046875 Penalty: 780.263977
	Iteration 20F: 3 clusters Score -245582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -245588.500000 Penalty: 780.263977
	Iteration 21Q: 3 clusters Score -245588.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -245592.906250 Penalty: 780.263977
	Iteration 22Q: 3 clusters Score -245592.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -245598.093750 Penalty: 780.263977
	Iteration 23Q: 3 clusters Score -245598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -245600.406250 Penalty: 780.263977
	Iteration 24Q: 3 clusters Score -245600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -245602.531250 Penalty: 780.263977
	Iteration 25Q: 3 clusters Score -245602.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -245603.890625 Penalty: 780.263977
	Iteration 26Q: 3 clusters Score -245603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -245604.984375 Penalty: 780.263977
	Iteration 27Q: 3 clusters Score -245605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -245606.671875 Penalty: 780.263977
	Iteration 28Q: 3 clusters Score -245606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -245608.265625 Penalty: 780.263977
	Iteration 29Q: 3 clusters Score -245608.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -245610.140625 Penalty: 780.263977
	Iteration 30Q: 3 clusters Score -245610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -245610.984375 Penalty: 780.263977
	Iteration 31Q: 3 clusters Score -245611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -245611.078125 Penalty: 780.263977
	Iteration 32Q: 3 clusters Score -245611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -245611.015625 Penalty: 780.263977
	Iteration 33Q: 3 clusters Score -245611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -245611.625000 Penalty: 780.263977
	Iteration 34Q: 3 clusters Score -245611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -245611.812500 Penalty: 780.263977
	Iteration 35Q: 3 clusters Score -245611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -245611.812500 Penalty: 780.263977
	Iteration 36F: 3 clusters Score -245611.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Entering Unmasked Estep 
Score: -128283.742188 Penalty: 358.696808
	Iteration 0F: 2 clusters Score -128283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -126470.921875 Penalty: 717.393616
	Iteration 0F: 3 clusters Score -126470.9 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -127234.671875 Penalty: 717.393616
	Iteration 1F: 3 clusters Score -127234.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -127451.554688 Penalty: 717.393616
	Iteration 2F: 3 clusters Score -127451.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -127699.734375 Penalty: 717.393616
	Iteration 3F: 3 clusters Score -127699.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -127873.289062 Penalty: 717.393616
	Iteration 4F: 3 clusters Score -127873.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -127966.835938 Penalty: 717.393616
	Iteration 5Q: 3 clusters Score -127966.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -128015.445312 Penalty: 717.393616
	Iteration 6Q: 3 clusters Score -128015.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -128046.968750 Penalty: 717.393616
	Iteration 7Q: 3 clusters Score -128047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -128063.085938 Penalty: 717.393616
	Iteration 8Q: 3 clusters Score -128063.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -128075.117188 Penalty: 717.393616
	Iteration 9Q: 3 clusters Score -128075.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -128085.242188 Penalty: 717.393616
	Iteration 10Q: 3 clusters Score -128085.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -128091.273438 Penalty: 717.393616
	Iteration 11Q: 3 clusters Score -128091.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -128095.468750 Penalty: 717.393616
	Iteration 12Q: 3 clusters Score -128095.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -128097.859375 Penalty: 717.393616
	Iteration 13Q: 3 clusters Score -128097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -128099.250000 Penalty: 717.393616
	Iteration 14Q: 3 clusters Score -128099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -128099.570312 Penalty: 717.393616
	Iteration 15Q: 3 clusters Score -128099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -128099.679688 Penalty: 717.393616
	Iteration 16Q: 3 clusters Score -128099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -128100.109375 Penalty: 717.393616
	Iteration 17Q: 3 clusters Score -128100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -128100.312500 Penalty: 717.393616
	Iteration 18Q: 3 clusters Score -128100.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -128100.437500 Penalty: 717.393616
	Iteration 19Q: 3 clusters Score -128100.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -128100.437500 Penalty: 717.393616
	Iteration 20F: 3 clusters Score -128100.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (44408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Entering Unmasked Estep 
Score: -2053697.875000 Penalty: 486.903442
	Iteration 0F: 2 clusters Score -2053698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2023885.125000 Penalty: 973.806885
	Iteration 0F: 3 clusters Score -2023885 nChanged 21489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2036245.250000 Penalty: 973.806885
	Iteration 1F: 3 clusters Score -2036245 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2036493.750000 Penalty: 973.806885
	Iteration 2Q: 3 clusters Score -2036494 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2036757.625000 Penalty: 973.806885
	Iteration 3Q: 3 clusters Score -2036758 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2037077.625000 Penalty: 973.806885
	Iteration 4Q: 3 clusters Score -2037078 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -2037493.500000 Penalty: 973.806885
	Iteration 5Q: 3 clusters Score -2037494 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -2038052.375000 Penalty: 973.806885
	Iteration 6Q: 3 clusters Score -2038052 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -2038905.875000 Penalty: 973.806885
	Iteration 7Q: 3 clusters Score -2038906 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -2040284.250000 Penalty: 973.806885
	Iteration 8F: 3 clusters Score -2040284 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -2042282.250000 Penalty: 973.806885
	Iteration 9F: 3 clusters Score -2042282 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -2044639.125000 Penalty: 973.806885
	Iteration 10F: 3 clusters Score -2044639 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -2046257.375000 Penalty: 973.806885
	Iteration 11F: 3 clusters Score -2046257 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -2046984.875000 Penalty: 973.806885
	Iteration 12Q: 3 clusters Score -2046985 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -2047323.125000 Penalty: 973.806885
	Iteration 13Q: 3 clusters Score -2047323 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -2047607.250000 Penalty: 973.806885
	Iteration 14Q: 3 clusters Score -2047607 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -2047892.625000 Penalty: 973.806885
	Iteration 15Q: 3 clusters Score -2047893 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -2048192.000000 Penalty: 973.806885
	Iteration 16Q: 3 clusters Score -2048192 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -2048524.625000 Penalty: 973.806885
	Iteration 17Q: 3 clusters Score -2048525 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -2048866.875000 Penalty: 973.806885
	Iteration 18Q: 3 clusters Score -2048867 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -2049234.125000 Penalty: 973.806885
	Iteration 19Q: 3 clusters Score -2049234 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -2049579.000000 Penalty: 973.806885
	Iteration 20F: 3 clusters Score -2049579 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -2049927.000000 Penalty: 973.806885
	Iteration 21Q: 3 clusters Score -2049927 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -2050323.000000 Penalty: 973.806885
	Iteration 22Q: 3 clusters Score -2050323 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -2050748.750000 Penalty: 973.806885
	Iteration 23Q: 3 clusters Score -2050749 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -2051148.500000 Penalty: 973.806885
	Iteration 24Q: 3 clusters Score -2051148 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -2051557.000000 Penalty: 973.806885
	Iteration 25Q: 3 clusters Score -2051557 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -2051914.000000 Penalty: 973.806885
	Iteration 26Q: 3 clusters Score -2051914 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -2052235.250000 Penalty: 973.806885
	Iteration 27Q: 3 clusters Score -2052235 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -2052502.000000 Penalty: 973.806885
	Iteration 28Q: 3 clusters Score -2052502 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -2052747.625000 Penalty: 973.806885
	Iteration 29Q: 3 clusters Score -2052748 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -2052920.875000 Penalty: 973.806885
	Iteration 30Q: 3 clusters Score -2052921 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -2053046.000000 Penalty: 973.806885
	Iteration 31Q: 3 clusters Score -2053046 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -2053125.250000 Penalty: 973.806885
	Iteration 32Q: 3 clusters Score -2053125 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -2053165.750000 Penalty: 973.806885
	Iteration 33Q: 3 clusters Score -2053166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -2053195.250000 Penalty: 973.806885
	Iteration 34Q: 3 clusters Score -2053195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -2053219.875000 Penalty: 973.806885
	Iteration 35Q: 3 clusters Score -2053220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -2053235.000000 Penalty: 973.806885
	Iteration 36Q: 3 clusters Score -2053235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -2053241.875000 Penalty: 973.806885
	Iteration 37Q: 3 clusters Score -2053242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -2053246.625000 Penalty: 973.806885
	Iteration 38Q: 3 clusters Score -2053247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -2053250.875000 Penalty: 973.806885
	Iteration 39Q: 3 clusters Score -2053251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -2053253.625000 Penalty: 973.806885
	Iteration 40F: 3 clusters Score -2053254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -2053253.750000 Penalty: 973.806885
	Iteration 41Q: 3 clusters Score -2053254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -2053256.500000 Penalty: 973.806885
	Iteration 42Q: 3 clusters Score -2053256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -2053262.500000 Penalty: 973.806885
	Iteration 43Q: 3 clusters Score -2053262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -2053265.500000 Penalty: 973.806885
	Iteration 44Q: 3 clusters Score -2053266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -2053265.375000 Penalty: 973.806885
	Iteration 45Q: 3 clusters Score -2053265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -2053268.000000 Penalty: 973.806885
	Iteration 46Q: 3 clusters Score -2053268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -2053268.500000 Penalty: 973.806885
	Iteration 47Q: 3 clusters Score -2053268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -2053273.250000 Penalty: 973.806885
	Iteration 48Q: 3 clusters Score -2053273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -2053278.625000 Penalty: 973.806885
	Iteration 49Q: 3 clusters Score -2053279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -2053280.125000 Penalty: 973.806885
	Iteration 50Q: 3 clusters Score -2053280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -2053283.625000 Penalty: 973.806885
	Iteration 51Q: 3 clusters Score -2053284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -2053286.625000 Penalty: 973.806885
	Iteration 52Q: 3 clusters Score -2053287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -2053286.875000 Penalty: 973.806885
	Iteration 53Q: 3 clusters Score -2053287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -2053286.375000 Penalty: 973.806885
	Iteration 54Q: 3 clusters Score -2053286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -2053287.125000 Penalty: 973.806885
	Iteration 55Q: 3 clusters Score -2053287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -2053287.125000 Penalty: 973.806885
	Iteration 56F: 3 clusters Score -2053287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -177891.796875 Penalty: 372.230072
	Iteration 0F: 2 clusters Score -177891.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -175463.906250 Penalty: 744.460144
	Iteration 0F: 3 clusters Score -175463.9 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -176381.781250 Penalty: 744.460144
	Iteration 1F: 3 clusters Score -176381.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -176538.093750 Penalty: 744.460144
	Iteration 2F: 3 clusters Score -176538.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -176712.765625 Penalty: 744.460144
	Iteration 3F: 3 clusters Score -176712.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -176924.843750 Penalty: 744.460144
	Iteration 4F: 3 clusters Score -176924.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -177132.453125 Penalty: 744.460144
	Iteration 5F: 3 clusters Score -177132.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -177297.359375 Penalty: 744.460144
	Iteration 6F: 3 clusters Score -177297.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -177359.984375 Penalty: 744.460144
	Iteration 7Q: 3 clusters Score -177360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -177385.812500 Penalty: 744.460144
	Iteration 8Q: 3 clusters Score -177385.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -177397.546875 Penalty: 744.460144
	Iteration 9Q: 3 clusters Score -177397.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -177403.906250 Penalty: 744.460144
	Iteration 10Q: 3 clusters Score -177403.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -177408.750000 Penalty: 744.460144
	Iteration 11Q: 3 clusters Score -177408.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -177411.296875 Penalty: 744.460144
	Iteration 12Q: 3 clusters Score -177411.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -177412.921875 Penalty: 744.460144
	Iteration 13Q: 3 clusters Score -177412.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -177415.875000 Penalty: 744.460144
	Iteration 14Q: 3 clusters Score -177415.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -177417.906250 Penalty: 744.460144
	Iteration 15Q: 3 clusters Score -177417.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -177420.296875 Penalty: 744.460144
	Iteration 16Q: 3 clusters Score -177420.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -177422.906250 Penalty: 744.460144
	Iteration 17Q: 3 clusters Score -177422.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -177424.171875 Penalty: 744.460144
	Iteration 18Q: 3 clusters Score -177424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -177426.109375 Penalty: 744.460144
	Iteration 19Q: 3 clusters Score -177426.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -177428.140625 Penalty: 744.460144
	Iteration 20F: 3 clusters Score -177428.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -177428.875000 Penalty: 744.460144
	Iteration 21Q: 3 clusters Score -177428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -177429.421875 Penalty: 744.460144
	Iteration 22Q: 3 clusters Score -177429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -177429.875000 Penalty: 744.460144
	Iteration 23Q: 3 clusters Score -177429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -177429.843750 Penalty: 744.460144
	Iteration 24Q: 3 clusters Score -177429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -177430.968750 Penalty: 744.460144
	Iteration 25Q: 3 clusters Score -177431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -177431.046875 Penalty: 744.460144
	Iteration 26Q: 3 clusters Score -177431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -177431.531250 Penalty: 744.460144
	Iteration 27Q: 3 clusters Score -177431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -177432.031250 Penalty: 744.460144
	Iteration 28Q: 3 clusters Score -177432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -177432.031250 Penalty: 744.460144
	Iteration 29F: 3 clusters Score -177432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -9074.729492 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -9074.729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8781.497070 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -8781.497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8855.770508 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -8855.771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8867.923828 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -8867.924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8873.081055 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -8873.081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8875.615234 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -8875.615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8875.925781 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -8875.926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8875.925781 Penalty: 494.468689
	Iteration 6F: 3 clusters Score -8875.926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (92024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Entering Unmasked Estep 
Score: -4659036.000000 Penalty: 520.056091
	Iteration 0F: 2 clusters Score -4659036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -4596953.000000 Penalty: 1040.112183
	Iteration 0F: 3 clusters Score -4596953 nChanged 44920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -4626183.000000 Penalty: 1040.112183
	Iteration 1F: 3 clusters Score -4626183 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -4629094.500000 Penalty: 1040.112183
	Iteration 2F: 3 clusters Score -4629094 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -4633395.500000 Penalty: 1040.112183
	Iteration 3F: 3 clusters Score -4633396 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -4638400.500000 Penalty: 1040.112183
	Iteration 4F: 3 clusters Score -4638400 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -4642001.000000 Penalty: 1040.112183
	Iteration 5F: 3 clusters Score -4642001 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -4643589.000000 Penalty: 1040.112183
	Iteration 6Q: 3 clusters Score -4643589 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -4644361.000000 Penalty: 1040.112183
	Iteration 7Q: 3 clusters Score -4644361 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -4644905.500000 Penalty: 1040.112183
	Iteration 8Q: 3 clusters Score -4644906 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -4645546.000000 Penalty: 1040.112183
	Iteration 9Q: 3 clusters Score -4645546 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
Score: -4646270.500000 Penalty: 1040.112183
	Iteration 10Q: 3 clusters Score -4646270 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -4647109.500000 Penalty: 1040.112183
	Iteration 11Q: 3 clusters Score -4647110 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -4648036.000000 Penalty: 1040.112183
	Iteration 12Q: 3 clusters Score -4648036 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -4649083.500000 Penalty: 1040.112183
	Iteration 13Q: 3 clusters Score -4649084 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 78358 members 
Entering Unmasked Estep 
Score: -4650236.500000 Penalty: 1040.112183
	Iteration 14Q: 3 clusters Score -4650236 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -4651441.500000 Penalty: 1040.112183
	Iteration 15Q: 3 clusters Score -4651442 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -4652651.500000 Penalty: 1040.112183
	Iteration 16Q: 3 clusters Score -4652652 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -4653771.500000 Penalty: 1040.112183
	Iteration 17Q: 3 clusters Score -4653772 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -4654649.500000 Penalty: 1040.112183
	Iteration 18Q: 3 clusters Score -4654650 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -4655418.500000 Penalty: 1040.112183
	Iteration 19Q: 3 clusters Score -4655418 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -4656023.500000 Penalty: 1040.112183
	Iteration 20F: 3 clusters Score -4656024 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -4656507.000000 Penalty: 1040.112183
	Iteration 21Q: 3 clusters Score -4656507 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -4656920.000000 Penalty: 1040.112183
	Iteration 22Q: 3 clusters Score -4656920 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -4657240.000000 Penalty: 1040.112183
	Iteration 23Q: 3 clusters Score -4657240 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -4657521.000000 Penalty: 1040.112183
	Iteration 24Q: 3 clusters Score -4657521 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -4657727.000000 Penalty: 1040.112183
	Iteration 25Q: 3 clusters Score -4657727 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -4657925.000000 Penalty: 1040.112183
	Iteration 26Q: 3 clusters Score -4657925 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -4658081.000000 Penalty: 1040.112183
	Iteration 27Q: 3 clusters Score -4658081 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -4658164.500000 Penalty: 1040.112183
	Iteration 28Q: 3 clusters Score -4658164 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 90973 members 
Entering Unmasked Estep 
Score: -4658241.000000 Penalty: 1040.112183
	Iteration 29Q: 3 clusters Score -4658241 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -4658288.000000 Penalty: 1040.112183
	Iteration 30Q: 3 clusters Score -4658288 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -4658319.000000 Penalty: 1040.112183
	Iteration 31Q: 3 clusters Score -4658319 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 91286 members 
Entering Unmasked Estep 
Score: -4658364.500000 Penalty: 1040.112183
	Iteration 32Q: 3 clusters Score -4658364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -4658403.500000 Penalty: 1040.112183
	Iteration 33Q: 3 clusters Score -4658404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -4658448.000000 Penalty: 1040.112183
	Iteration 34Q: 3 clusters Score -4658448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -4658485.500000 Penalty: 1040.112183
	Iteration 35Q: 3 clusters Score -4658486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -4658520.000000 Penalty: 1040.112183
	Iteration 36Q: 3 clusters Score -4658520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 91594 members 
Entering Unmasked Estep 
Score: -4658535.500000 Penalty: 1040.112183
	Iteration 37Q: 3 clusters Score -4658536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 91615 members 
Entering Unmasked Estep 
Score: -4658544.000000 Penalty: 1040.112183
	Iteration 38Q: 3 clusters Score -4658544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -4658557.000000 Penalty: 1040.112183
	Iteration 39Q: 3 clusters Score -4658557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -4658560.500000 Penalty: 1040.112183
	Iteration 40F: 3 clusters Score -4658560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -4658567.500000 Penalty: 1040.112183
	Iteration 41Q: 3 clusters Score -4658568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 91663 members 
Entering Unmasked Estep 
Score: -4658571.000000 Penalty: 1040.112183
	Iteration 42Q: 3 clusters Score -4658571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 91673 members 
Entering Unmasked Estep 
Score: -4658574.000000 Penalty: 1040.112183
	Iteration 43Q: 3 clusters Score -4658574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -4658574.500000 Penalty: 1040.112183
	Iteration 44Q: 3 clusters Score -4658574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 91693 members 
Entering Unmasked Estep 
Score: -4658579.500000 Penalty: 1040.112183
	Iteration 45Q: 3 clusters Score -4658580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 91700 members 
Entering Unmasked Estep 
Score: -4658581.000000 Penalty: 1040.112183
	Iteration 46Q: 3 clusters Score -4658581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
Score: -4658586.500000 Penalty: 1040.112183
	Iteration 47Q: 3 clusters Score -4658586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -4658593.000000 Penalty: 1040.112183
	Iteration 48Q: 3 clusters Score -4658593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -4658589.000000 Penalty: 1040.112183
	Iteration 49Q: 3 clusters Score -4658589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -4658589.000000 Penalty: 1040.112183
	Iteration 50F: 3 clusters Score -4658589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -62181.386719 Penalty: 325.889069
	Iteration 0F: 2 clusters Score -62181.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -61202.308594 Penalty: 651.778137
	Iteration 0F: 3 clusters Score -61202.31 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -61509.167969 Penalty: 651.778137
	Iteration 1F: 3 clusters Score -61509.17 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -61582.980469 Penalty: 651.778137
	Iteration 2F: 3 clusters Score -61582.98 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -61633.722656 Penalty: 651.778137
	Iteration 3F: 3 clusters Score -61633.72 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -61693.492188 Penalty: 651.778137
	Iteration 4F: 3 clusters Score -61693.49 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -61769.250000 Penalty: 651.778137
	Iteration 5F: 3 clusters Score -61769.25 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -61832.343750 Penalty: 651.778137
	Iteration 6F: 3 clusters Score -61832.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -61872.464844 Penalty: 651.778137
	Iteration 7Q: 3 clusters Score -61872.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -61908.953125 Penalty: 651.778137
	Iteration 8Q: 3 clusters Score -61908.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -61941.757812 Penalty: 651.778137
	Iteration 9Q: 3 clusters Score -61941.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -61958.957031 Penalty: 651.778137
	Iteration 10Q: 3 clusters Score -61958.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -61964.824219 Penalty: 651.778137
	Iteration 11Q: 3 clusters Score -61964.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -61968.613281 Penalty: 651.778137
	Iteration 12Q: 3 clusters Score -61968.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -61970.199219 Penalty: 651.778137
	Iteration 13Q: 3 clusters Score -61970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -61971.691406 Penalty: 651.778137
	Iteration 14Q: 3 clusters Score -61971.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -61973.332031 Penalty: 651.778137
	Iteration 15Q: 3 clusters Score -61973.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -61975.339844 Penalty: 651.778137
	Iteration 16Q: 3 clusters Score -61975.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -61977.171875 Penalty: 651.778137
	Iteration 17Q: 3 clusters Score -61977.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -61978.929688 Penalty: 651.778137
	Iteration 18Q: 3 clusters Score -61978.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -61979.832031 Penalty: 651.778137
	Iteration 19Q: 3 clusters Score -61979.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -61980.828125 Penalty: 651.778137
	Iteration 20F: 3 clusters Score -61980.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -61981.210938 Penalty: 651.778137
	Iteration 21Q: 3 clusters Score -61981.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -61981.843750 Penalty: 651.778137
	Iteration 22Q: 3 clusters Score -61981.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -61981.972656 Penalty: 651.778137
	Iteration 23Q: 3 clusters Score -61981.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -61981.972656 Penalty: 651.778137
	Iteration 24F: 3 clusters Score -61981.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -73273.882812 Penalty: 340.256744
	Iteration 0F: 2 clusters Score -73273.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -71952.445312 Penalty: 680.513489
	Iteration 0F: 3 clusters Score -71952.45 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -72545.117188 Penalty: 680.513489
	Iteration 1F: 3 clusters Score -72545.12 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -72673.679688 Penalty: 680.513489
	Iteration 2F: 3 clusters Score -72673.68 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -72785.867188 Penalty: 680.513489
	Iteration 3F: 3 clusters Score -72785.87 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -72909.171875 Penalty: 680.513489
	Iteration 4F: 3 clusters Score -72909.17 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -73032.070312 Penalty: 680.513489
	Iteration 5F: 3 clusters Score -73032.07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -73146.843750 Penalty: 680.513489
	Iteration 6F: 3 clusters Score -73146.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -73217.812500 Penalty: 680.513489
	Iteration 7Q: 3 clusters Score -73217.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -73251.890625 Penalty: 680.513489
	Iteration 8Q: 3 clusters Score -73251.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -73265.968750 Penalty: 680.513489
	Iteration 9Q: 3 clusters Score -73265.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -73269.960938 Penalty: 680.513489
	Iteration 10Q: 3 clusters Score -73269.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -73272.750000 Penalty: 680.513489
	Iteration 11Q: 3 clusters Score -73272.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -73276.132812 Penalty: 680.513489
	Iteration 12Q: 3 clusters Score -73276.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -73277.031250 Penalty: 680.513489
	Iteration 13Q: 3 clusters Score -73277.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -73278.734375 Penalty: 680.513489
	Iteration 14Q: 3 clusters Score -73278.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -73280.281250 Penalty: 680.513489
	Iteration 15Q: 3 clusters Score -73280.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -73284.914062 Penalty: 680.513489
	Iteration 16Q: 3 clusters Score -73284.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -73289.882812 Penalty: 680.513489
	Iteration 17Q: 3 clusters Score -73289.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -73292.468750 Penalty: 680.513489
	Iteration 18Q: 3 clusters Score -73292.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -73293.140625 Penalty: 680.513489
	Iteration 19Q: 3 clusters Score -73293.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -73293.695312 Penalty: 680.513489
	Iteration 20F: 3 clusters Score -73293.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -73294.539062 Penalty: 680.513489
	Iteration 21Q: 3 clusters Score -73294.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -73296.781250 Penalty: 680.513489
	Iteration 22Q: 3 clusters Score -73296.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -73298.289062 Penalty: 680.513489
	Iteration 23Q: 3 clusters Score -73298.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -73298.359375 Penalty: 680.513489
	Iteration 24Q: 3 clusters Score -73298.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -73299.062500 Penalty: 680.513489
	Iteration 25Q: 3 clusters Score -73299.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -73300.164062 Penalty: 680.513489
	Iteration 26Q: 3 clusters Score -73300.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -73300.765625 Penalty: 680.513489
	Iteration 27Q: 3 clusters Score -73300.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -73302.570312 Penalty: 680.513489
	Iteration 28Q: 3 clusters Score -73302.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -73304.851562 Penalty: 680.513489
	Iteration 29Q: 3 clusters Score -73304.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -73307.898438 Penalty: 680.513489
	Iteration 30Q: 3 clusters Score -73307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -73309.382812 Penalty: 680.513489
	Iteration 31Q: 3 clusters Score -73309.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -73310.671875 Penalty: 680.513489
	Iteration 32Q: 3 clusters Score -73310.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -73311.710938 Penalty: 680.513489
	Iteration 33Q: 3 clusters Score -73311.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -73312.664062 Penalty: 680.513489
	Iteration 34Q: 3 clusters Score -73312.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -73313.210938 Penalty: 680.513489
	Iteration 35Q: 3 clusters Score -73313.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -73313.531250 Penalty: 680.513489
	Iteration 36Q: 3 clusters Score -73313.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -73313.695312 Penalty: 680.513489
	Iteration 37Q: 3 clusters Score -73313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -73314.007812 Penalty: 680.513489
	Iteration 38Q: 3 clusters Score -73314.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -73314.109375 Penalty: 680.513489
	Iteration 39Q: 3 clusters Score -73314.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -73314.507812 Penalty: 680.513489
	Iteration 40F: 3 clusters Score -73314.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -73314.992188 Penalty: 680.513489
	Iteration 41Q: 3 clusters Score -73314.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -73315.539062 Penalty: 680.513489
	Iteration 42Q: 3 clusters Score -73315.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -73315.843750 Penalty: 680.513489
	Iteration 43Q: 3 clusters Score -73315.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -73315.843750 Penalty: 680.513489
	Iteration 44F: 3 clusters Score -73315.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 186776 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 131398 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Mstep: Class 65 contains 11098 members 
Mstep: Class 66 contains 31634 members 
Mstep: Class 67 contains 861 members 
Entering Unmasked Estep 
Score: -90726200.000000 Penalty: 44176.824219
Splitting cluster 33 changes total score from -90723056.000000 to -90726200.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 34 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -48385.449219 Penalty: 312.112488
	Iteration 0F: 2 clusters Score -48385.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -47613.355469 Penalty: 624.224976
	Iteration 0F: 3 clusters Score -47613.36 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47893.488281 Penalty: 624.224976
	Iteration 1F: 3 clusters Score -47893.49 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47999.593750 Penalty: 624.224976
	Iteration 2F: 3 clusters Score -47999.59 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48082.769531 Penalty: 624.224976
	Iteration 3F: 3 clusters Score -48082.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48184.398438 Penalty: 624.224976
	Iteration 4Q: 3 clusters Score -48184.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48221.917969 Penalty: 624.224976
	Iteration 5Q: 3 clusters Score -48221.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48242.777344 Penalty: 624.224976
	Iteration 6Q: 3 clusters Score -48242.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48252.753906 Penalty: 624.224976
	Iteration 7Q: 3 clusters Score -48252.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48255.320312 Penalty: 624.224976
	Iteration 8Q: 3 clusters Score -48255.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48256.613281 Penalty: 624.224976
	Iteration 9Q: 3 clusters Score -48256.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48257.804688 Penalty: 624.224976
	Iteration 10Q: 3 clusters Score -48257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48260.648438 Penalty: 624.224976
	Iteration 11Q: 3 clusters Score -48260.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48262.730469 Penalty: 624.224976
	Iteration 12Q: 3 clusters Score -48262.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48263.687500 Penalty: 624.224976
	Iteration 13Q: 3 clusters Score -48263.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48263.886719 Penalty: 624.224976
	Iteration 14Q: 3 clusters Score -48263.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48264.722656 Penalty: 624.224976
	Iteration 15Q: 3 clusters Score -48264.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48264.902344 Penalty: 624.224976
	Iteration 16Q: 3 clusters Score -48264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48264.957031 Penalty: 624.224976
	Iteration 17Q: 3 clusters Score -48264.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48264.957031 Penalty: 624.224976
	Iteration 18F: 3 clusters Score -48264.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -51140.898438 Penalty: 315.999817
	Iteration 0F: 2 clusters Score -51140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -50303.718750 Penalty: 631.999634
	Iteration 0F: 3 clusters Score -50303.72 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -50643.519531 Penalty: 631.999634
	Iteration 1F: 3 clusters Score -50643.52 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -50747.222656 Penalty: 631.999634
	Iteration 2F: 3 clusters Score -50747.22 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -50835.175781 Penalty: 631.999634
	Iteration 3F: 3 clusters Score -50835.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50886.230469 Penalty: 631.999634
	Iteration 4Q: 3 clusters Score -50886.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50912.671875 Penalty: 631.999634
	Iteration 5Q: 3 clusters Score -50912.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -50934.113281 Penalty: 631.999634
	Iteration 6Q: 3 clusters Score -50934.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -50957.183594 Penalty: 631.999634
	Iteration 7Q: 3 clusters Score -50957.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -50990.375000 Penalty: 631.999634
	Iteration 8Q: 3 clusters Score -50990.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -51013.289062 Penalty: 631.999634
	Iteration 9Q: 3 clusters Score -51013.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -51029.160156 Penalty: 631.999634
	Iteration 10Q: 3 clusters Score -51029.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -51049.742188 Penalty: 631.999634
	Iteration 11Q: 3 clusters Score -51049.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -51074.089844 Penalty: 631.999634
	Iteration 12Q: 3 clusters Score -51074.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -51087.867188 Penalty: 631.999634
	Iteration 13Q: 3 clusters Score -51087.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -51092.781250 Penalty: 631.999634
	Iteration 14Q: 3 clusters Score -51092.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -51095.675781 Penalty: 631.999634
	Iteration 15Q: 3 clusters Score -51095.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -51097.250000 Penalty: 631.999634
	Iteration 16Q: 3 clusters Score -51097.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -51099.171875 Penalty: 631.999634
	Iteration 17Q: 3 clusters Score -51099.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -51101.570312 Penalty: 631.999634
	Iteration 18Q: 3 clusters Score -51101.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -51102.671875 Penalty: 631.999634
	Iteration 19Q: 3 clusters Score -51102.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -51102.882812 Penalty: 631.999634
	Iteration 20F: 3 clusters Score -51102.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -263532.468750 Penalty: 393.549896
	Iteration 0F: 2 clusters Score -263532.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -259674.593750 Penalty: 787.099792
	Iteration 0F: 3 clusters Score -259674.6 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -261078.250000 Penalty: 787.099792
	Iteration 1F: 3 clusters Score -261078.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -261260.828125 Penalty: 787.099792
	Iteration 2F: 3 clusters Score -261260.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -261524.093750 Penalty: 787.099792
	Iteration 3F: 3 clusters Score -261524.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -261903.937500 Penalty: 787.099792
	Iteration 4F: 3 clusters Score -261903.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -262313.406250 Penalty: 787.099792
	Iteration 5F: 3 clusters Score -262313.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -262648.031250 Penalty: 787.099792
	Iteration 6F: 3 clusters Score -262648 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -262873.312500 Penalty: 787.099792
	Iteration 7Q: 3 clusters Score -262873.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -263011.937500 Penalty: 787.099792
	Iteration 8Q: 3 clusters Score -263011.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -263071.875000 Penalty: 787.099792
	Iteration 9Q: 3 clusters Score -263071.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -263122.500000 Penalty: 787.099792
	Iteration 10Q: 3 clusters Score -263122.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -263151.687500 Penalty: 787.099792
	Iteration 11Q: 3 clusters Score -263151.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -263189.250000 Penalty: 787.099792
	Iteration 12Q: 3 clusters Score -263189.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -263201.937500 Penalty: 787.099792
	Iteration 13Q: 3 clusters Score -263201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -263202.750000 Penalty: 787.099792
	Iteration 14Q: 3 clusters Score -263202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -263204.812500 Penalty: 787.099792
	Iteration 15Q: 3 clusters Score -263204.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -263204.812500 Penalty: 787.099792
	Iteration 16F: 3 clusters Score -263204.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Entering Unmasked Estep 
Score: -465469.000000 Penalty: 415.685242
	Iteration 0F: 2 clusters Score -465469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -459290.031250 Penalty: 831.370483
	Iteration 0F: 3 clusters Score -459290 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -461719.531250 Penalty: 831.370483
	Iteration 1F: 3 clusters Score -461719.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -461978.531250 Penalty: 831.370483
	Iteration 2F: 3 clusters Score -461978.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -462322.531250 Penalty: 831.370483
	Iteration 3F: 3 clusters Score -462322.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -462827.281250 Penalty: 831.370483
	Iteration 4F: 3 clusters Score -462827.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -463366.437500 Penalty: 831.370483
	Iteration 5F: 3 clusters Score -463366.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -463785.718750 Penalty: 831.370483
	Iteration 6F: 3 clusters Score -463785.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -464035.937500 Penalty: 831.370483
	Iteration 7Q: 3 clusters Score -464035.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -464173.093750 Penalty: 831.370483
	Iteration 8Q: 3 clusters Score -464173.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -464286.593750 Penalty: 831.370483
	Iteration 9Q: 3 clusters Score -464286.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -464365.281250 Penalty: 831.370483
	Iteration 10Q: 3 clusters Score -464365.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -464424.375000 Penalty: 831.370483
	Iteration 11Q: 3 clusters Score -464424.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -464467.625000 Penalty: 831.370483
	Iteration 12Q: 3 clusters Score -464467.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -464504.468750 Penalty: 831.370483
	Iteration 13Q: 3 clusters Score -464504.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -464536.968750 Penalty: 831.370483
	Iteration 14Q: 3 clusters Score -464537 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -464565.906250 Penalty: 831.370483
	Iteration 15Q: 3 clusters Score -464565.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -464595.937500 Penalty: 831.370483
	Iteration 16Q: 3 clusters Score -464595.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -464627.937500 Penalty: 831.370483
	Iteration 17Q: 3 clusters Score -464627.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -464659.437500 Penalty: 831.370483
	Iteration 18Q: 3 clusters Score -464659.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -464687.625000 Penalty: 831.370483
	Iteration 19Q: 3 clusters Score -464687.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -464715.937500 Penalty: 831.370483
	Iteration 20F: 3 clusters Score -464715.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -464731.343750 Penalty: 831.370483
	Iteration 21Q: 3 clusters Score -464731.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -464741.625000 Penalty: 831.370483
	Iteration 22Q: 3 clusters Score -464741.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -464748.750000 Penalty: 831.370483
	Iteration 23Q: 3 clusters Score -464748.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -464755.125000 Penalty: 831.370483
	Iteration 24Q: 3 clusters Score -464755.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -464762.968750 Penalty: 831.370483
	Iteration 25Q: 3 clusters Score -464763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -464769.812500 Penalty: 831.370483
	Iteration 26Q: 3 clusters Score -464769.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -464778.843750 Penalty: 831.370483
	Iteration 27Q: 3 clusters Score -464778.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -464784.531250 Penalty: 831.370483
	Iteration 28Q: 3 clusters Score -464784.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -464784.906250 Penalty: 831.370483
	Iteration 29Q: 3 clusters Score -464784.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -464789.312500 Penalty: 831.370483
	Iteration 30Q: 3 clusters Score -464789.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -464789.250000 Penalty: 831.370483
	Iteration 31Q: 3 clusters Score -464789.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -464790.937500 Penalty: 831.370483
	Iteration 32Q: 3 clusters Score -464790.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -464790.375000 Penalty: 831.370483
	Iteration 33Q: 3 clusters Score -464790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -464791.687500 Penalty: 831.370483
	Iteration 34Q: 3 clusters Score -464791.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -464792.093750 Penalty: 831.370483
	Iteration 35Q: 3 clusters Score -464792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -464792.281250 Penalty: 831.370483
	Iteration 36Q: 3 clusters Score -464792.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -464792.375000 Penalty: 831.370483
	Iteration 37Q: 3 clusters Score -464792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -464792.187500 Penalty: 831.370483
	Iteration 38Q: 3 clusters Score -464792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -464792.718750 Penalty: 831.370483
	Iteration 39Q: 3 clusters Score -464792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -464792.937500 Penalty: 831.370483
	Iteration 40F: 3 clusters Score -464792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -464792.750000 Penalty: 831.370483
	Iteration 41Q: 3 clusters Score -464792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -464793.281250 Penalty: 831.370483
	Iteration 42Q: 3 clusters Score -464793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -464792.812500 Penalty: 831.370483
	Iteration 43Q: 3 clusters Score -464792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -464792.937500 Penalty: 831.370483
	Iteration 44Q: 3 clusters Score -464792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -464794.156250 Penalty: 831.370483
	Iteration 45Q: 3 clusters Score -464794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -464794.687500 Penalty: 831.370483
	Iteration 46Q: 3 clusters Score -464794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -464795.375000 Penalty: 831.370483
	Iteration 47Q: 3 clusters Score -464795.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -464794.656250 Penalty: 831.370483
	Iteration 48Q: 3 clusters Score -464794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -464795.906250 Penalty: 831.370483
	Iteration 49Q: 3 clusters Score -464795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -464796.625000 Penalty: 831.370483
	Iteration 50Q: 3 clusters Score -464796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -464796.843750 Penalty: 831.370483
	Iteration 51Q: 3 clusters Score -464796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -464796.906250 Penalty: 831.370483
	Iteration 52Q: 3 clusters Score -464796.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -464798.000000 Penalty: 831.370483
	Iteration 53Q: 3 clusters Score -464798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -464798.656250 Penalty: 831.370483
	Iteration 54Q: 3 clusters Score -464798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -464799.093750 Penalty: 831.370483
	Iteration 55Q: 3 clusters Score -464799.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -464799.375000 Penalty: 831.370483
	Iteration 56Q: 3 clusters Score -464799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -464800.843750 Penalty: 831.370483
	Iteration 57Q: 3 clusters Score -464800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -464801.625000 Penalty: 831.370483
	Iteration 58Q: 3 clusters Score -464801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -464801.000000 Penalty: 831.370483
	Iteration 59Q: 3 clusters Score -464801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -464801.406250 Penalty: 831.370483
	Iteration 60F: 3 clusters Score -464801.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -464801.937500 Penalty: 831.370483
	Iteration 61Q: 3 clusters Score -464801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -464803.625000 Penalty: 831.370483
	Iteration 62Q: 3 clusters Score -464803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -464804.468750 Penalty: 831.370483
	Iteration 63Q: 3 clusters Score -464804.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -464805.906250 Penalty: 831.370483
	Iteration 64Q: 3 clusters Score -464805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -464805.500000 Penalty: 831.370483
	Iteration 65Q: 3 clusters Score -464805.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -464806.125000 Penalty: 831.370483
	Iteration 66Q: 3 clusters Score -464806.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -464808.843750 Penalty: 831.370483
	Iteration 67Q: 3 clusters Score -464808.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -464810.343750 Penalty: 831.370483
	Iteration 68Q: 3 clusters Score -464810.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -464812.187500 Penalty: 831.370483
	Iteration 69Q: 3 clusters Score -464812.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -464812.593750 Penalty: 831.370483
	Iteration 70Q: 3 clusters Score -464812.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -464815.593750 Penalty: 831.370483
	Iteration 71Q: 3 clusters Score -464815.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -464817.843750 Penalty: 831.370483
	Iteration 72Q: 3 clusters Score -464817.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -464819.406250 Penalty: 831.370483
	Iteration 73Q: 3 clusters Score -464819.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -464821.187500 Penalty: 831.370483
	Iteration 74Q: 3 clusters Score -464821.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -464821.750000 Penalty: 831.370483
	Iteration 75Q: 3 clusters Score -464821.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -464822.750000 Penalty: 831.370483
	Iteration 76Q: 3 clusters Score -464822.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -464825.281250 Penalty: 831.370483
	Iteration 77Q: 3 clusters Score -464825.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -464827.625000 Penalty: 831.370483
	Iteration 78Q: 3 clusters Score -464827.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -464827.843750 Penalty: 831.370483
	Iteration 79Q: 3 clusters Score -464827.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -464828.812500 Penalty: 831.370483
	Iteration 80F: 3 clusters Score -464828.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -464830.375000 Penalty: 831.370483
	Iteration 81Q: 3 clusters Score -464830.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -464830.656250 Penalty: 831.370483
	Iteration 82Q: 3 clusters Score -464830.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -464830.468750 Penalty: 831.370483
	Iteration 83Q: 3 clusters Score -464830.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -464830.937500 Penalty: 831.370483
	Iteration 84Q: 3 clusters Score -464830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -464831.531250 Penalty: 831.370483
	Iteration 85Q: 3 clusters Score -464831.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -464831.750000 Penalty: 831.370483
	Iteration 86Q: 3 clusters Score -464831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -464831.843750 Penalty: 831.370483
	Iteration 87Q: 3 clusters Score -464831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -464831.937500 Penalty: 831.370483
	Iteration 88Q: 3 clusters Score -464831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -464832.281250 Penalty: 831.370483
	Iteration 89Q: 3 clusters Score -464832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -464831.781250 Penalty: 831.370483
	Iteration 90Q: 3 clusters Score -464831.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -464831.781250 Penalty: 831.370483
	Iteration 91F: 3 clusters Score -464831.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -44631.488281 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -44631.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44009.144531 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -44009.14 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44188.707031 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -44188.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -44236.718750 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -44236.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44265.613281 Penalty: 601.450806
	Iteration 3F: 3 clusters Score -44265.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44282.210938 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -44282.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44292.953125 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -44292.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44301.375000 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -44301.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44311.574219 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -44311.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44321.878906 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -44321.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44336.183594 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -44336.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44362.722656 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -44362.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44383.054688 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -44383.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44401.312500 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -44401.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44411.335938 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -44411.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44423.046875 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -44423.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44438.402344 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -44438.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44464.277344 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -44464.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44476.007812 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -44476.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44477.554688 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -44477.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44480.597656 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -44480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44482.199219 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -44482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44483.300781 Penalty: 601.450806
	Iteration 21Q: 3 clusters Score -44483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44485.335938 Penalty: 601.450806
	Iteration 22Q: 3 clusters Score -44485.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44488.425781 Penalty: 601.450806
	Iteration 23Q: 3 clusters Score -44488.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44492.500000 Penalty: 601.450806
	Iteration 24Q: 3 clusters Score -44492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44493.761719 Penalty: 601.450806
	Iteration 25Q: 3 clusters Score -44493.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44494.101562 Penalty: 601.450806
	Iteration 26Q: 3 clusters Score -44494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44494.523438 Penalty: 601.450806
	Iteration 27Q: 3 clusters Score -44494.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44494.523438 Penalty: 601.450806
	Iteration 28F: 3 clusters Score -44494.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Entering Unmasked Estep 
Score: -1764480.875000 Penalty: 479.252838
	Iteration 0F: 2 clusters Score -1764481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1739107.125000 Penalty: 958.505676
	Iteration 0F: 3 clusters Score -1739107 nChanged 18117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1749916.375000 Penalty: 958.505676
	Iteration 1F: 3 clusters Score -1749916 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1750793.250000 Penalty: 958.505676
	Iteration 2F: 3 clusters Score -1750793 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1752312.625000 Penalty: 958.505676
	Iteration 3F: 3 clusters Score -1752313 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1754592.500000 Penalty: 958.505676
	Iteration 4F: 3 clusters Score -1754592 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1757563.125000 Penalty: 958.505676
	Iteration 5F: 3 clusters Score -1757563 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1760385.000000 Penalty: 958.505676
	Iteration 6F: 3 clusters Score -1760385 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1762423.000000 Penalty: 958.505676
	Iteration 7F: 3 clusters Score -1762423 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1763439.375000 Penalty: 958.505676
	Iteration 8Q: 3 clusters Score -1763439 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1763845.875000 Penalty: 958.505676
	Iteration 9Q: 3 clusters Score -1763846 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1763983.000000 Penalty: 958.505676
	Iteration 10Q: 3 clusters Score -1763983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1764035.000000 Penalty: 958.505676
	Iteration 11Q: 3 clusters Score -1764035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1764069.250000 Penalty: 958.505676
	Iteration 12Q: 3 clusters Score -1764069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1764082.125000 Penalty: 958.505676
	Iteration 13Q: 3 clusters Score -1764082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1764090.500000 Penalty: 958.505676
	Iteration 14Q: 3 clusters Score -1764090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1764096.875000 Penalty: 958.505676
	Iteration 15Q: 3 clusters Score -1764097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1764100.875000 Penalty: 958.505676
	Iteration 16Q: 3 clusters Score -1764101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1764100.875000 Penalty: 958.505676
	Iteration 17F: 3 clusters Score -1764101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -13710.482422 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -13710.48 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 185 members 
Entering Unmasked Estep 
Score: -13321.339844 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -13321.34 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13457.084961 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -13457.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13497.198242 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -13497.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13520.932617 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -13520.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13539.793945 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -13539.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13551.035156 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -13551.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13556.008789 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -13556.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13556.875977 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -13556.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13556.875977 Penalty: 541.033264
	Iteration 8F: 3 clusters Score -13556.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -70440.273438 Penalty: 328.659943
	Iteration 0F: 2 clusters Score -70440.27 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 667 members 
Entering Unmasked Estep 
Score: -69433.710938 Penalty: 657.319885
	Iteration 0F: 3 clusters Score -69433.71 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -69881.617188 Penalty: 657.319885
	Iteration 1F: 3 clusters Score -69881.62 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -69981.281250 Penalty: 657.319885
	Iteration 2F: 3 clusters Score -69981.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -70053.726562 Penalty: 657.319885
	Iteration 3F: 3 clusters Score -70053.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -70105.132812 Penalty: 657.319885
	Iteration 4F: 3 clusters Score -70105.13 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70154.734375 Penalty: 657.319885
	Iteration 5Q: 3 clusters Score -70154.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70215.656250 Penalty: 657.319885
	Iteration 6Q: 3 clusters Score -70215.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70261.109375 Penalty: 657.319885
	Iteration 7Q: 3 clusters Score -70261.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70286.585938 Penalty: 657.319885
	Iteration 8Q: 3 clusters Score -70286.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70304.312500 Penalty: 657.319885
	Iteration 9Q: 3 clusters Score -70304.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70315.203125 Penalty: 657.319885
	Iteration 10Q: 3 clusters Score -70315.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70326.351562 Penalty: 657.319885
	Iteration 11Q: 3 clusters Score -70326.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70333.375000 Penalty: 657.319885
	Iteration 12Q: 3 clusters Score -70333.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70341.664062 Penalty: 657.319885
	Iteration 13Q: 3 clusters Score -70341.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70349.875000 Penalty: 657.319885
	Iteration 14Q: 3 clusters Score -70349.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70351.265625 Penalty: 657.319885
	Iteration 15Q: 3 clusters Score -70351.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70351.265625 Penalty: 657.319885
	Iteration 16F: 3 clusters Score -70351.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (167457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167457 members 
Entering Unmasked Estep 
Score: -8341911.500000 Penalty: 547.295898
	Iteration 0F: 2 clusters Score -8341912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -8229330.000000 Penalty: 1094.591797
	Iteration 0F: 3 clusters Score -8229330 nChanged 82444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -8282230.500000 Penalty: 1094.591797
	Iteration 1F: 3 clusters Score -8282230 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -8286816.000000 Penalty: 1094.591797
	Iteration 2F: 3 clusters Score -8286816 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116847 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -8293991.500000 Penalty: 1094.591797
	Iteration 3F: 3 clusters Score -8293992 nChanged 14119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130044 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -8303890.500000 Penalty: 1094.591797
	Iteration 4F: 3 clusters Score -8303890 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143113 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -8315373.000000 Penalty: 1094.591797
	Iteration 5F: 3 clusters Score -8315373 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153768 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -8325682.500000 Penalty: 1094.591797
	Iteration 6F: 3 clusters Score -8325682 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160805 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -8333501.000000 Penalty: 1094.591797
	Iteration 7Q: 3 clusters Score -8333501 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164520 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8338550.500000 Penalty: 1094.591797
	Iteration 8Q: 3 clusters Score -8338550 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166148 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8340400.500000 Penalty: 1094.591797
	Iteration 9Q: 3 clusters Score -8340400 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8341087.000000 Penalty: 1094.591797
	Iteration 10Q: 3 clusters Score -8341087 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167080 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8341332.000000 Penalty: 1094.591797
	Iteration 11Q: 3 clusters Score -8341332 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167183 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8341412.000000 Penalty: 1094.591797
	Iteration 12Q: 3 clusters Score -8341412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167227 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8341447.000000 Penalty: 1094.591797
	Iteration 13Q: 3 clusters Score -8341447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167250 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8341470.000000 Penalty: 1094.591797
	Iteration 14Q: 3 clusters Score -8341470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167262 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8341467.500000 Penalty: 1094.591797
	Iteration 15Q: 3 clusters Score -8341468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8341485.000000 Penalty: 1094.591797
	Iteration 16Q: 3 clusters Score -8341485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167273 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8341498.000000 Penalty: 1094.591797
	Iteration 17Q: 3 clusters Score -8341498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167276 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8341508.000000 Penalty: 1094.591797
	Iteration 18Q: 3 clusters Score -8341508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8341511.500000 Penalty: 1094.591797
	Iteration 19Q: 3 clusters Score -8341512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167273 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8341507.500000 Penalty: 1094.591797
	Iteration 20F: 3 clusters Score -8341508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8341522.000000 Penalty: 1094.591797
	Iteration 21Q: 3 clusters Score -8341522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8341522.500000 Penalty: 1094.591797
	Iteration 22Q: 3 clusters Score -8341522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167278 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8341526.500000 Penalty: 1094.591797
	Iteration 23Q: 3 clusters Score -8341526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8341536.000000 Penalty: 1094.591797
	Iteration 24Q: 3 clusters Score -8341536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167281 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8341538.000000 Penalty: 1094.591797
	Iteration 25Q: 3 clusters Score -8341538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8341536.500000 Penalty: 1094.591797
	Iteration 26Q: 3 clusters Score -8341536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167279 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8341537.000000 Penalty: 1094.591797
	Iteration 27Q: 3 clusters Score -8341537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167278 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8341532.500000 Penalty: 1094.591797
	Iteration 28Q: 3 clusters Score -8341532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167278 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8341532.500000 Penalty: 1094.591797
	Iteration 29F: 3 clusters Score -8341532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Entering Unmasked Estep 
Score: -484838.312500 Penalty: 420.767426
	Iteration 0F: 2 clusters Score -484838.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -477841.000000 Penalty: 841.534851
	Iteration 0F: 3 clusters Score -477841 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -480840.406250 Penalty: 841.534851
	Iteration 1F: 3 clusters Score -480840.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -481237.687500 Penalty: 841.534851
	Iteration 2F: 3 clusters Score -481237.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -481736.093750 Penalty: 841.534851
	Iteration 3F: 3 clusters Score -481736.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -482283.750000 Penalty: 841.534851
	Iteration 4F: 3 clusters Score -482283.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -482755.093750 Penalty: 841.534851
	Iteration 5F: 3 clusters Score -482755.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -483051.093750 Penalty: 841.534851
	Iteration 6F: 3 clusters Score -483051.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -483198.500000 Penalty: 841.534851
	Iteration 7Q: 3 clusters Score -483198.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -483296.843750 Penalty: 841.534851
	Iteration 8Q: 3 clusters Score -483296.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -483378.562500 Penalty: 841.534851
	Iteration 9Q: 3 clusters Score -483378.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -483453.937500 Penalty: 841.534851
	Iteration 10Q: 3 clusters Score -483453.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -483526.625000 Penalty: 841.534851
	Iteration 11Q: 3 clusters Score -483526.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -483592.281250 Penalty: 841.534851
	Iteration 12Q: 3 clusters Score -483592.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -483653.312500 Penalty: 841.534851
	Iteration 13Q: 3 clusters Score -483653.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -483725.281250 Penalty: 841.534851
	Iteration 14Q: 3 clusters Score -483725.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -483796.156250 Penalty: 841.534851
	Iteration 15Q: 3 clusters Score -483796.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -483863.781250 Penalty: 841.534851
	Iteration 16Q: 3 clusters Score -483863.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -483925.343750 Penalty: 841.534851
	Iteration 17Q: 3 clusters Score -483925.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -483967.937500 Penalty: 841.534851
	Iteration 18Q: 3 clusters Score -483967.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -484003.843750 Penalty: 841.534851
	Iteration 19Q: 3 clusters Score -484003.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -484037.187500 Penalty: 841.534851
	Iteration 20F: 3 clusters Score -484037.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -484060.781250 Penalty: 841.534851
	Iteration 21Q: 3 clusters Score -484060.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -484076.437500 Penalty: 841.534851
	Iteration 22Q: 3 clusters Score -484076.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -484094.656250 Penalty: 841.534851
	Iteration 23Q: 3 clusters Score -484094.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -484109.625000 Penalty: 841.534851
	Iteration 24Q: 3 clusters Score -484109.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -484120.718750 Penalty: 841.534851
	Iteration 25Q: 3 clusters Score -484120.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -484126.718750 Penalty: 841.534851
	Iteration 26Q: 3 clusters Score -484126.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -484133.218750 Penalty: 841.534851
	Iteration 27Q: 3 clusters Score -484133.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -484138.562500 Penalty: 841.534851
	Iteration 28Q: 3 clusters Score -484138.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -484142.218750 Penalty: 841.534851
	Iteration 29Q: 3 clusters Score -484142.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -484148.031250 Penalty: 841.534851
	Iteration 30Q: 3 clusters Score -484148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -484151.000000 Penalty: 841.534851
	Iteration 31Q: 3 clusters Score -484151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -484152.718750 Penalty: 841.534851
	Iteration 32Q: 3 clusters Score -484152.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -484155.062500 Penalty: 841.534851
	Iteration 33Q: 3 clusters Score -484155.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -484157.125000 Penalty: 841.534851
	Iteration 34Q: 3 clusters Score -484157.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -484158.375000 Penalty: 841.534851
	Iteration 35Q: 3 clusters Score -484158.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -484159.375000 Penalty: 841.534851
	Iteration 36Q: 3 clusters Score -484159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -484160.781250 Penalty: 841.534851
	Iteration 37Q: 3 clusters Score -484160.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -484160.406250 Penalty: 841.534851
	Iteration 38Q: 3 clusters Score -484160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -484161.718750 Penalty: 841.534851
	Iteration 39Q: 3 clusters Score -484161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -484160.281250 Penalty: 841.534851
	Iteration 40F: 3 clusters Score -484160.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -484161.500000 Penalty: 841.534851
	Iteration 41Q: 3 clusters Score -484161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -484161.593750 Penalty: 841.534851
	Iteration 42Q: 3 clusters Score -484161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -484162.031250 Penalty: 841.534851
	Iteration 43Q: 3 clusters Score -484162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -484162.218750 Penalty: 841.534851
	Iteration 44Q: 3 clusters Score -484162.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -484163.937500 Penalty: 841.534851
	Iteration 45Q: 3 clusters Score -484163.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -484164.781250 Penalty: 841.534851
	Iteration 46Q: 3 clusters Score -484164.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -484166.593750 Penalty: 841.534851
	Iteration 47Q: 3 clusters Score -484166.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -484166.781250 Penalty: 841.534851
	Iteration 48Q: 3 clusters Score -484166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -484166.437500 Penalty: 841.534851
	Iteration 49Q: 3 clusters Score -484166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -484166.625000 Penalty: 841.534851
	Iteration 50Q: 3 clusters Score -484166.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -484165.875000 Penalty: 841.534851
	Iteration 51Q: 3 clusters Score -484165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -484167.562500 Penalty: 841.534851
	Iteration 52Q: 3 clusters Score -484167.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -484167.250000 Penalty: 841.534851
	Iteration 53Q: 3 clusters Score -484167.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -484168.500000 Penalty: 841.534851
	Iteration 54Q: 3 clusters Score -484168.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -484169.625000 Penalty: 841.534851
	Iteration 55Q: 3 clusters Score -484169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -484170.718750 Penalty: 841.534851
	Iteration 56Q: 3 clusters Score -484170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -484171.000000 Penalty: 841.534851
	Iteration 57Q: 3 clusters Score -484171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -484170.218750 Penalty: 841.534851
	Iteration 58Q: 3 clusters Score -484170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -484171.156250 Penalty: 841.534851
	Iteration 59Q: 3 clusters Score -484171.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -484169.875000 Penalty: 841.534851
	Iteration 60F: 3 clusters Score -484169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -484171.343750 Penalty: 841.534851
	Iteration 61Q: 3 clusters Score -484171.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -484172.062500 Penalty: 841.534851
	Iteration 62Q: 3 clusters Score -484172.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -484173.218750 Penalty: 841.534851
	Iteration 63Q: 3 clusters Score -484173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -484173.593750 Penalty: 841.534851
	Iteration 64Q: 3 clusters Score -484173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -484173.187500 Penalty: 841.534851
	Iteration 65Q: 3 clusters Score -484173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -484173.687500 Penalty: 841.534851
	Iteration 66Q: 3 clusters Score -484173.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -484174.031250 Penalty: 841.534851
	Iteration 67Q: 3 clusters Score -484174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -484174.750000 Penalty: 841.534851
	Iteration 68Q: 3 clusters Score -484174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -484174.281250 Penalty: 841.534851
	Iteration 69Q: 3 clusters Score -484174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -484174.031250 Penalty: 841.534851
	Iteration 70Q: 3 clusters Score -484174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -484174.312500 Penalty: 841.534851
	Iteration 71Q: 3 clusters Score -484174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -484173.968750 Penalty: 841.534851
	Iteration 72Q: 3 clusters Score -484174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -484175.281250 Penalty: 841.534851
	Iteration 73Q: 3 clusters Score -484175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -484175.281250 Penalty: 841.534851
	Iteration 74Q: 3 clusters Score -484175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -484175.031250 Penalty: 841.534851
	Iteration 75Q: 3 clusters Score -484175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -484174.968750 Penalty: 841.534851
	Iteration 76Q: 3 clusters Score -484175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -484175.062500 Penalty: 841.534851
	Iteration 77Q: 3 clusters Score -484175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -484174.031250 Penalty: 841.534851
	Iteration 78Q: 3 clusters Score -484174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -484174.031250 Penalty: 841.534851
	Iteration 79F: 3 clusters Score -484174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (56874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Entering Unmasked Estep 
Score: -2844816.000000 Penalty: 498.160980
	Iteration 0F: 2 clusters Score -2844816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -2806796.000000 Penalty: 996.321960
	Iteration 0F: 3 clusters Score -2806796 nChanged 27517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2823139.750000 Penalty: 996.321960
	Iteration 1F: 3 clusters Score -2823140 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2824107.500000 Penalty: 996.321960
	Iteration 2Q: 3 clusters Score -2824108 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2825910.250000 Penalty: 996.321960
	Iteration 3F: 3 clusters Score -2825910 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2829117.500000 Penalty: 996.321960
	Iteration 4F: 3 clusters Score -2829118 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2834041.500000 Penalty: 996.321960
	Iteration 5F: 3 clusters Score -2834042 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2839339.500000 Penalty: 996.321960
	Iteration 6F: 3 clusters Score -2839340 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2842754.000000 Penalty: 996.321960
	Iteration 7F: 3 clusters Score -2842754 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2843922.750000 Penalty: 996.321960
	Iteration 8Q: 3 clusters Score -2843923 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2844233.500000 Penalty: 996.321960
	Iteration 9Q: 3 clusters Score -2844234 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2844323.500000 Penalty: 996.321960
	Iteration 10Q: 3 clusters Score -2844324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2844351.500000 Penalty: 996.321960
	Iteration 11Q: 3 clusters Score -2844352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2844366.500000 Penalty: 996.321960
	Iteration 12Q: 3 clusters Score -2844366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2844377.750000 Penalty: 996.321960
	Iteration 13Q: 3 clusters Score -2844378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2844383.750000 Penalty: 996.321960
	Iteration 14Q: 3 clusters Score -2844384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2844383.750000 Penalty: 996.321960
	Iteration 15F: 3 clusters Score -2844384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -7241.158691 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -7241.159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6999.210938 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -6999.211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7068.679199 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -7068.679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7083.126465 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -7083.126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7101.141113 Penalty: 455.359100
	Iteration 3F: 3 clusters Score -7101.141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7111.362793 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -7111.363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7113.541016 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -7113.541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7114.945801 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -7114.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7115.407227 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -7115.407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7115.407227 Penalty: 455.359100
	Iteration 8F: 3 clusters Score -7115.407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Entering Unmasked Estep 
Score: -449818.812500 Penalty: 414.949005
	Iteration 0F: 2 clusters Score -449818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -443642.437500 Penalty: 829.898010
	Iteration 0F: 3 clusters Score -443642.4 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -446266.656250 Penalty: 829.898010
	Iteration 1F: 3 clusters Score -446266.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -446669.343750 Penalty: 829.898010
	Iteration 2F: 3 clusters Score -446669.3 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -447203.937500 Penalty: 829.898010
	Iteration 3F: 3 clusters Score -447203.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -447841.875000 Penalty: 829.898010
	Iteration 4F: 3 clusters Score -447841.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -448479.500000 Penalty: 829.898010
	Iteration 5F: 3 clusters Score -448479.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -448953.687500 Penalty: 829.898010
	Iteration 6F: 3 clusters Score -448953.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -449205.187500 Penalty: 829.898010
	Iteration 7Q: 3 clusters Score -449205.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -449303.781250 Penalty: 829.898010
	Iteration 8Q: 3 clusters Score -449303.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -449362.875000 Penalty: 829.898010
	Iteration 9Q: 3 clusters Score -449362.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -449391.812500 Penalty: 829.898010
	Iteration 10Q: 3 clusters Score -449391.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -449402.812500 Penalty: 829.898010
	Iteration 11Q: 3 clusters Score -449402.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -449414.656250 Penalty: 829.898010
	Iteration 12Q: 3 clusters Score -449414.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -449419.625000 Penalty: 829.898010
	Iteration 13Q: 3 clusters Score -449419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -449430.281250 Penalty: 829.898010
	Iteration 14Q: 3 clusters Score -449430.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -449437.312500 Penalty: 829.898010
	Iteration 15Q: 3 clusters Score -449437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -449439.250000 Penalty: 829.898010
	Iteration 16Q: 3 clusters Score -449439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -449441.656250 Penalty: 829.898010
	Iteration 17Q: 3 clusters Score -449441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -449446.031250 Penalty: 829.898010
	Iteration 18Q: 3 clusters Score -449446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -449448.218750 Penalty: 829.898010
	Iteration 19Q: 3 clusters Score -449448.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -449451.062500 Penalty: 829.898010
	Iteration 20F: 3 clusters Score -449451.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -10710.560547 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -10710.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10260.843750 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -10260.84 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10510.108398 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -10510.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10594.661133 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -10594.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10648.407227 Penalty: 557.346191
	Iteration 3F: 3 clusters Score -10648.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10664.915039 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -10664.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10689.059570 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -10689.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10706.085938 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -10706.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10711.320312 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -10711.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10711.830078 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -10711.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10712.239258 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -10712.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10712.239258 Penalty: 557.346191
	Iteration 10F: 3 clusters Score -10712.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 186776 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 131398 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Mstep: Class 65 contains 11098 members 
Mstep: Class 66 contains 31634 members 
Mstep: Class 67 contains 861 members 
Mstep: Class 68 contains 89 members 
Entering Unmasked Estep 
Score: -90726048.000000 Penalty: 44836.179688
Splitting cluster 48 changes total score from -90723056.000000 to -90726048.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 49 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -22150.781250 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -22150.78 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 208 members 
Entering Unmasked Estep 
Score: -21712.369141 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -21712.37 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21828.458984 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -21828.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21864.281250 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -21864.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21882.115234 Penalty: 550.740112
	Iteration 3Q: 3 clusters Score -21882.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21893.982422 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -21893.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21910.398438 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -21910.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21921.328125 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -21921.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21929.492188 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -21929.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21938.986328 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -21938.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21946.955078 Penalty: 550.740112
	Iteration 9Q: 3 clusters Score -21946.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21960.322266 Penalty: 550.740112
	Iteration 10Q: 3 clusters Score -21960.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21967.566406 Penalty: 550.740112
	Iteration 11Q: 3 clusters Score -21967.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21976.925781 Penalty: 550.740112
	Iteration 12Q: 3 clusters Score -21976.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22004.587891 Penalty: 550.740112
	Iteration 13Q: 3 clusters Score -22004.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22014.062500 Penalty: 550.740112
	Iteration 14Q: 3 clusters Score -22014.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22023.802734 Penalty: 550.740112
	Iteration 15Q: 3 clusters Score -22023.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22031.296875 Penalty: 550.740112
	Iteration 16Q: 3 clusters Score -22031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22035.189453 Penalty: 550.740112
	Iteration 17Q: 3 clusters Score -22035.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22036.947266 Penalty: 550.740112
	Iteration 18Q: 3 clusters Score -22036.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22037.441406 Penalty: 550.740112
	Iteration 19Q: 3 clusters Score -22037.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22037.441406 Penalty: 550.740112
	Iteration 20F: 3 clusters Score -22037.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -11819.427734 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -11819.43 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 130 members 
Entering Unmasked Estep 
Score: -11500.797852 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -11500.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11679.235352 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -11679.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11756.394531 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -11756.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11788.730469 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -11788.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11809.400391 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -11809.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11835.464844 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -11835.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11899.799805 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -11899.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11989.758789 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -11989.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12045.959961 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -12045.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12057.880859 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -12057.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12057.880859 Penalty: 504.611145
	Iteration 10F: 3 clusters Score -12057.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 186776 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 114 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 131398 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Mstep: Class 65 contains 11098 members 
Mstep: Class 66 contains 31634 members 
Mstep: Class 67 contains 861 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 142 members 
Entering Unmasked Estep 
Score: -90725568.000000 Penalty: 45495.535156
Splitting cluster 50 changes total score from -90723056.000000 to -90725568.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 51 (211503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211503 members 
Entering Unmasked Estep 
Score: -10548453.000000 Penalty: 557.920715
	Iteration 0F: 2 clusters Score -1.054845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105676 members 
Mstep: Class 2 contains 105827 members 
Entering Unmasked Estep 
Score: -10407961.000000 Penalty: 1115.841431
	Iteration 0F: 3 clusters Score -1.040796e+07 nChanged 104236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 114587 members 
Entering Unmasked Estep 
Score: -10474134.000000 Penalty: 1115.841431
	Iteration 1F: 3 clusters Score -1.047413e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92471 members 
Mstep: Class 2 contains 119032 members 
Entering Unmasked Estep 
Score: -10476868.000000 Penalty: 1115.841431
	Iteration 2Q: 3 clusters Score -1.047687e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 125501 members 
Entering Unmasked Estep 
Score: -10480732.000000 Penalty: 1115.841431
	Iteration 3Q: 3 clusters Score -1.048073e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 134540 members 
Entering Unmasked Estep 
Score: -10486793.000000 Penalty: 1115.841431
	Iteration 4F: 3 clusters Score -1.048679e+07 nChanged 13109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 146117 members 
Entering Unmasked Estep 
Score: -10496040.000000 Penalty: 1115.841431
	Iteration 5F: 3 clusters Score -1.049604e+07 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 159032 members 
Entering Unmasked Estep 
Score: -10508354.000000 Penalty: 1115.841431
	Iteration 6F: 3 clusters Score -1.050835e+07 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -10519535.000000 Penalty: 1115.841431
	Iteration 7F: 3 clusters Score -1.051954e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 178843 members 
Entering Unmasked Estep 
Score: -10526415.000000 Penalty: 1115.841431
	Iteration 8Q: 3 clusters Score -1.052642e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 184602 members 
Entering Unmasked Estep 
Score: -10530062.000000 Penalty: 1115.841431
	Iteration 9Q: 3 clusters Score -1.053006e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 189218 members 
Entering Unmasked Estep 
Score: -10532515.000000 Penalty: 1115.841431
	Iteration 10Q: 3 clusters Score -1.053252e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 193130 members 
Entering Unmasked Estep 
Score: -10534560.000000 Penalty: 1115.841431
	Iteration 11Q: 3 clusters Score -1.053456e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 196578 members 
Entering Unmasked Estep 
Score: -10536333.000000 Penalty: 1115.841431
	Iteration 12Q: 3 clusters Score -1.053633e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 199498 members 
Entering Unmasked Estep 
Score: -10537987.000000 Penalty: 1115.841431
	Iteration 13Q: 3 clusters Score -1.053799e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 201928 members 
Entering Unmasked Estep 
Score: -10539945.000000 Penalty: 1115.841431
	Iteration 14Q: 3 clusters Score -1.053994e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 204029 members 
Entering Unmasked Estep 
Score: -10542371.000000 Penalty: 1115.841431
	Iteration 15Q: 3 clusters Score -1.054237e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 205791 members 
Entering Unmasked Estep 
Score: -10544234.000000 Penalty: 1115.841431
	Iteration 16Q: 3 clusters Score -1.054423e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 207166 members 
Entering Unmasked Estep 
Score: -10545529.000000 Penalty: 1115.841431
	Iteration 17Q: 3 clusters Score -1.054553e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 208193 members 
Entering Unmasked Estep 
Score: -10546363.000000 Penalty: 1115.841431
	Iteration 18Q: 3 clusters Score -1.054636e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 208933 members 
Entering Unmasked Estep 
Score: -10546952.000000 Penalty: 1115.841431
	Iteration 19Q: 3 clusters Score -1.054695e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 209477 members 
Entering Unmasked Estep 
Score: -10547280.000000 Penalty: 1115.841431
	Iteration 20F: 3 clusters Score -1.054728e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 209864 members 
Entering Unmasked Estep 
Score: -10547472.000000 Penalty: 1115.841431
	Iteration 21Q: 3 clusters Score -1.054747e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 210162 members 
Entering Unmasked Estep 
Score: -10547594.000000 Penalty: 1115.841431
	Iteration 22Q: 3 clusters Score -1.054759e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 210382 members 
Entering Unmasked Estep 
Score: -10547707.000000 Penalty: 1115.841431
	Iteration 23Q: 3 clusters Score -1.054771e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 210539 members 
Entering Unmasked Estep 
Score: -10547784.000000 Penalty: 1115.841431
	Iteration 24Q: 3 clusters Score -1.054778e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 210672 members 
Entering Unmasked Estep 
Score: -10547852.000000 Penalty: 1115.841431
	Iteration 25Q: 3 clusters Score -1.054785e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 210773 members 
Entering Unmasked Estep 
Score: -10547894.000000 Penalty: 1115.841431
	Iteration 26Q: 3 clusters Score -1.054789e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 210846 members 
Entering Unmasked Estep 
Score: -10547918.000000 Penalty: 1115.841431
	Iteration 27Q: 3 clusters Score -1.054792e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 210910 members 
Entering Unmasked Estep 
Score: -10547966.000000 Penalty: 1115.841431
	Iteration 28Q: 3 clusters Score -1.054797e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 210959 members 
Entering Unmasked Estep 
Score: -10547973.000000 Penalty: 1115.841431
	Iteration 29Q: 3 clusters Score -1.054797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 210996 members 
Entering Unmasked Estep 
Score: -10547989.000000 Penalty: 1115.841431
	Iteration 30Q: 3 clusters Score -1.054799e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 211035 members 
Entering Unmasked Estep 
Score: -10548015.000000 Penalty: 1115.841431
	Iteration 31Q: 3 clusters Score -1.054802e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 211054 members 
Entering Unmasked Estep 
Score: -10548007.000000 Penalty: 1115.841431
	Iteration 32Q: 3 clusters Score -1.054801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 211072 members 
Entering Unmasked Estep 
Score: -10548027.000000 Penalty: 1115.841431
	Iteration 33Q: 3 clusters Score -1.054803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 211093 members 
Entering Unmasked Estep 
Score: -10548017.000000 Penalty: 1115.841431
	Iteration 34Q: 3 clusters Score -1.054802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 211099 members 
Entering Unmasked Estep 
Score: -10548022.000000 Penalty: 1115.841431
	Iteration 35Q: 3 clusters Score -1.054802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 211118 members 
Entering Unmasked Estep 
Score: -10548018.000000 Penalty: 1115.841431
	Iteration 36Q: 3 clusters Score -1.054802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 211128 members 
Entering Unmasked Estep 
Score: -10548032.000000 Penalty: 1115.841431
	Iteration 37Q: 3 clusters Score -1.054803e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 211140 members 
Entering Unmasked Estep 
Score: -10548035.000000 Penalty: 1115.841431
	Iteration 38Q: 3 clusters Score -1.054804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 211148 members 
Entering Unmasked Estep 
Score: -10548034.000000 Penalty: 1115.841431
	Iteration 39Q: 3 clusters Score -1.054803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 211153 members 
Entering Unmasked Estep 
Score: -10548038.000000 Penalty: 1115.841431
	Iteration 40F: 3 clusters Score -1.054804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 211161 members 
Entering Unmasked Estep 
Score: -10548031.000000 Penalty: 1115.841431
	Iteration 41Q: 3 clusters Score -1.054803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 211169 members 
Entering Unmasked Estep 
Score: -10548029.000000 Penalty: 1115.841431
	Iteration 42Q: 3 clusters Score -1.054803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 211174 members 
Entering Unmasked Estep 
Score: -10548031.000000 Penalty: 1115.841431
	Iteration 43Q: 3 clusters Score -1.054803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 211180 members 
Entering Unmasked Estep 
Score: -10548028.000000 Penalty: 1115.841431
	Iteration 44Q: 3 clusters Score -1.054803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 211187 members 
Entering Unmasked Estep 
Score: -10548035.000000 Penalty: 1115.841431
	Iteration 45Q: 3 clusters Score -1.054804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 211193 members 
Entering Unmasked Estep 
Score: -10548039.000000 Penalty: 1115.841431
	Iteration 46Q: 3 clusters Score -1.054804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 211200 members 
Entering Unmasked Estep 
Score: -10548039.000000 Penalty: 1115.841431
	Iteration 47Q: 3 clusters Score -1.054804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 211208 members 
Entering Unmasked Estep 
Score: -10548042.000000 Penalty: 1115.841431
	Iteration 48Q: 3 clusters Score -1.054804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 211210 members 
Entering Unmasked Estep 
Score: -10548037.000000 Penalty: 1115.841431
	Iteration 49Q: 3 clusters Score -1.054804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 211211 members 
Entering Unmasked Estep 
Score: -10548044.000000 Penalty: 1115.841431
	Iteration 50Q: 3 clusters Score -1.054804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 211211 members 
Entering Unmasked Estep 
Score: -10548044.000000 Penalty: 1115.841431
	Iteration 51F: 3 clusters Score -1.054804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -2890.655518 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -2890.656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2903.556885 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -2903.557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: 1305.816162 Penalty: 190.629288
	Iteration 1F: 2 clusters Score 1305.816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2890.655518 Penalty: 190.629288
	Iteration 2F: 2 clusters Score -2890.656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -10980.274414 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -10980.27 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 123 members 
Entering Unmasked Estep 
Score: -10675.343750 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -10675.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10837.658203 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -10837.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10907.991211 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -10907.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11002.134766 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -11002.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11031.033203 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -11031.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11038.923828 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -11038.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11041.660156 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -11041.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11044.446289 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -11044.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11061.500977 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -11061.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11078.700195 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -11078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11086.351562 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -11086.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11095.854492 Penalty: 497.976624
	Iteration 11Q: 3 clusters Score -11095.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11098.148438 Penalty: 497.976624
	Iteration 12Q: 3 clusters Score -11098.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11099.620117 Penalty: 497.976624
	Iteration 13Q: 3 clusters Score -11099.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11099.620117 Penalty: 497.976624
	Iteration 14F: 3 clusters Score -11099.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 186776 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 114 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 131398 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Mstep: Class 65 contains 11098 members 
Mstep: Class 66 contains 31634 members 
Mstep: Class 67 contains 861 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 91 members 
Entering Unmasked Estep 
Score: -90725232.000000 Penalty: 46154.890625
Splitting cluster 53 changes total score from -90723056.000000 to -90725232.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 54 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -48032.875000 Penalty: 316.954102
	Iteration 0F: 2 clusters Score -48032.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -47237.054688 Penalty: 633.908203
	Iteration 0F: 3 clusters Score -47237.05 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -47500.289062 Penalty: 633.908203
	Iteration 1F: 3 clusters Score -47500.29 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -47558.050781 Penalty: 633.908203
	Iteration 2F: 3 clusters Score -47558.05 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -47615.894531 Penalty: 633.908203
	Iteration 3F: 3 clusters Score -47615.89 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -47693.660156 Penalty: 633.908203
	Iteration 4F: 3 clusters Score -47693.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47774.695312 Penalty: 633.908203
	Iteration 5F: 3 clusters Score -47774.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -47842.640625 Penalty: 633.908203
	Iteration 6Q: 3 clusters Score -47842.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -47886.546875 Penalty: 633.908203
	Iteration 7Q: 3 clusters Score -47886.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -47905.531250 Penalty: 633.908203
	Iteration 8Q: 3 clusters Score -47905.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -47917.507812 Penalty: 633.908203
	Iteration 9Q: 3 clusters Score -47917.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -47925.015625 Penalty: 633.908203
	Iteration 10Q: 3 clusters Score -47925.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -47929.722656 Penalty: 633.908203
	Iteration 11Q: 3 clusters Score -47929.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47932.398438 Penalty: 633.908203
	Iteration 12Q: 3 clusters Score -47932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -47933.695312 Penalty: 633.908203
	Iteration 13Q: 3 clusters Score -47933.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -47935.816406 Penalty: 633.908203
	Iteration 14Q: 3 clusters Score -47935.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -47939.703125 Penalty: 633.908203
	Iteration 15Q: 3 clusters Score -47939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47943.074219 Penalty: 633.908203
	Iteration 16Q: 3 clusters Score -47943.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -47944.898438 Penalty: 633.908203
	Iteration 17Q: 3 clusters Score -47944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -47945.535156 Penalty: 633.908203
	Iteration 18Q: 3 clusters Score -47945.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -47947.164062 Penalty: 633.908203
	Iteration 19Q: 3 clusters Score -47947.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -47948.031250 Penalty: 633.908203
	Iteration 20F: 3 clusters Score -47948.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (131398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131398 members 
Entering Unmasked Estep 
Score: -6591512.500000 Penalty: 536.262390
	Iteration 0F: 2 clusters Score -6591512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -6503635.000000 Penalty: 1072.524780
	Iteration 0F: 3 clusters Score -6503635 nChanged 64428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -6542828.000000 Penalty: 1072.524780
	Iteration 1F: 3 clusters Score -6542828 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -6543651.000000 Penalty: 1072.524780
	Iteration 2Q: 3 clusters Score -6543651 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -6544764.000000 Penalty: 1072.524780
	Iteration 3Q: 3 clusters Score -6544764 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -6546384.500000 Penalty: 1072.524780
	Iteration 4Q: 3 clusters Score -6546384 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -6548864.500000 Penalty: 1072.524780
	Iteration 5Q: 3 clusters Score -6548864 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 81170 members 
Entering Unmasked Estep 
Score: -6553072.000000 Penalty: 1072.524780
	Iteration 6F: 3 clusters Score -6553072 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -6559671.000000 Penalty: 1072.524780
	Iteration 7F: 3 clusters Score -6559671 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 92019 members 
Entering Unmasked Estep 
Score: -6568571.500000 Penalty: 1072.524780
	Iteration 8F: 3 clusters Score -6568572 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -6576901.000000 Penalty: 1072.524780
	Iteration 9F: 3 clusters Score -6576901 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -6581508.000000 Penalty: 1072.524780
	Iteration 10Q: 3 clusters Score -6581508 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -6583589.500000 Penalty: 1072.524780
	Iteration 11Q: 3 clusters Score -6583590 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -6584758.500000 Penalty: 1072.524780
	Iteration 12Q: 3 clusters Score -6584758 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -6585642.000000 Penalty: 1072.524780
	Iteration 13Q: 3 clusters Score -6585642 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -6586373.500000 Penalty: 1072.524780
	Iteration 14Q: 3 clusters Score -6586374 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -6587003.000000 Penalty: 1072.524780
	Iteration 15Q: 3 clusters Score -6587003 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 101836 members 
Entering Unmasked Estep 
Score: -6587606.500000 Penalty: 1072.524780
	Iteration 16Q: 3 clusters Score -6587606 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -6588106.500000 Penalty: 1072.524780
	Iteration 17Q: 3 clusters Score -6588106 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 103343 members 
Entering Unmasked Estep 
Score: -6588506.000000 Penalty: 1072.524780
	Iteration 18Q: 3 clusters Score -6588506 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -6588870.500000 Penalty: 1072.524780
	Iteration 19Q: 3 clusters Score -6588870 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 105223 members 
Entering Unmasked Estep 
Score: -6589209.000000 Penalty: 1072.524780
	Iteration 20F: 3 clusters Score -6589209 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 106203 members 
Entering Unmasked Estep 
Score: -6589520.000000 Penalty: 1072.524780
	Iteration 21Q: 3 clusters Score -6589520 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 107186 members 
Entering Unmasked Estep 
Score: -6589798.000000 Penalty: 1072.524780
	Iteration 22Q: 3 clusters Score -6589798 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 108195 members 
Entering Unmasked Estep 
Score: -6590003.500000 Penalty: 1072.524780
	Iteration 23Q: 3 clusters Score -6590004 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 109169 members 
Entering Unmasked Estep 
Score: -6590255.500000 Penalty: 1072.524780
	Iteration 24Q: 3 clusters Score -6590256 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 110113 members 
Entering Unmasked Estep 
Score: -6590452.000000 Penalty: 1072.524780
	Iteration 25Q: 3 clusters Score -6590452 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 111027 members 
Entering Unmasked Estep 
Score: -6590655.000000 Penalty: 1072.524780
	Iteration 26Q: 3 clusters Score -6590655 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 111922 members 
Entering Unmasked Estep 
Score: -6590752.500000 Penalty: 1072.524780
	Iteration 27Q: 3 clusters Score -6590752 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 112818 members 
Entering Unmasked Estep 
Score: -6590938.000000 Penalty: 1072.524780
	Iteration 28Q: 3 clusters Score -6590938 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -6591128.500000 Penalty: 1072.524780
	Iteration 29Q: 3 clusters Score -6591128 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 114529 members 
Entering Unmasked Estep 
Score: -6591278.500000 Penalty: 1072.524780
	Iteration 30Q: 3 clusters Score -6591278 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 115322 members 
Entering Unmasked Estep 
Score: -6591394.500000 Penalty: 1072.524780
	Iteration 31Q: 3 clusters Score -6591394 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 116116 members 
Entering Unmasked Estep 
Score: -6591512.500000 Penalty: 1072.524780
	Iteration 32Q: 3 clusters Score -6591512 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -6591636.500000 Penalty: 1072.524780
	Iteration 33Q: 3 clusters Score -6591636 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 117635 members 
Entering Unmasked Estep 
Score: -6591757.500000 Penalty: 1072.524780
	Iteration 34Q: 3 clusters Score -6591758 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 118340 members 
Entering Unmasked Estep 
Score: -6591837.000000 Penalty: 1072.524780
	Iteration 35Q: 3 clusters Score -6591837 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 119009 members 
Entering Unmasked Estep 
Score: -6591908.500000 Penalty: 1072.524780
	Iteration 36Q: 3 clusters Score -6591908 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 119595 members 
Entering Unmasked Estep 
Score: -6591965.500000 Penalty: 1072.524780
	Iteration 37Q: 3 clusters Score -6591966 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 120127 members 
Entering Unmasked Estep 
Score: -6592018.500000 Penalty: 1072.524780
	Iteration 38Q: 3 clusters Score -6592018 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 120580 members 
Entering Unmasked Estep 
Score: -6592058.000000 Penalty: 1072.524780
	Iteration 39Q: 3 clusters Score -6592058 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 121025 members 
Entering Unmasked Estep 
Score: -6592118.000000 Penalty: 1072.524780
	Iteration 40F: 3 clusters Score -6592118 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -6592142.500000 Penalty: 1072.524780
	Iteration 41Q: 3 clusters Score -6592142 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 121823 members 
Entering Unmasked Estep 
Score: -6592161.500000 Penalty: 1072.524780
	Iteration 42Q: 3 clusters Score -6592162 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 122186 members 
Entering Unmasked Estep 
Score: -6592188.000000 Penalty: 1072.524780
	Iteration 43Q: 3 clusters Score -6592188 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 122509 members 
Entering Unmasked Estep 
Score: -6592217.500000 Penalty: 1072.524780
	Iteration 44Q: 3 clusters Score -6592218 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 122846 members 
Entering Unmasked Estep 
Score: -6592258.500000 Penalty: 1072.524780
	Iteration 45Q: 3 clusters Score -6592258 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 123163 members 
Entering Unmasked Estep 
Score: -6592284.500000 Penalty: 1072.524780
	Iteration 46Q: 3 clusters Score -6592284 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 123473 members 
Entering Unmasked Estep 
Score: -6592296.500000 Penalty: 1072.524780
	Iteration 47Q: 3 clusters Score -6592296 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -6592332.000000 Penalty: 1072.524780
	Iteration 48Q: 3 clusters Score -6592332 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 124042 members 
Entering Unmasked Estep 
Score: -6592362.000000 Penalty: 1072.524780
	Iteration 49Q: 3 clusters Score -6592362 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 124253 members 
Entering Unmasked Estep 
Score: -6592354.000000 Penalty: 1072.524780
	Iteration 50Q: 3 clusters Score -6592354 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 124445 members 
Entering Unmasked Estep 
Score: -6592347.500000 Penalty: 1072.524780
	Iteration 51Q: 3 clusters Score -6592348 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 124622 members 
Entering Unmasked Estep 
Score: -6592344.000000 Penalty: 1072.524780
	Iteration 52Q: 3 clusters Score -6592344 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -6592341.000000 Penalty: 1072.524780
	Iteration 53Q: 3 clusters Score -6592341 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 124977 members 
Entering Unmasked Estep 
Score: -6592343.000000 Penalty: 1072.524780
	Iteration 54Q: 3 clusters Score -6592343 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 125124 members 
Entering Unmasked Estep 
Score: -6592327.000000 Penalty: 1072.524780
	Iteration 55Q: 3 clusters Score -6592327 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 125257 members 
Entering Unmasked Estep 
Score: -6592335.000000 Penalty: 1072.524780
	Iteration 56Q: 3 clusters Score -6592335 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 125372 members 
Entering Unmasked Estep 
Score: -6592327.500000 Penalty: 1072.524780
	Iteration 57Q: 3 clusters Score -6592328 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 125480 members 
Entering Unmasked Estep 
Score: -6592309.500000 Penalty: 1072.524780
	Iteration 58Q: 3 clusters Score -6592310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 125569 members 
Entering Unmasked Estep 
Score: -6592302.000000 Penalty: 1072.524780
	Iteration 59Q: 3 clusters Score -6592302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 125661 members 
Entering Unmasked Estep 
Score: -6592307.500000 Penalty: 1072.524780
	Iteration 60F: 3 clusters Score -6592308 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 125749 members 
Entering Unmasked Estep 
Score: -6592294.500000 Penalty: 1072.524780
	Iteration 61Q: 3 clusters Score -6592294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 125816 members 
Entering Unmasked Estep 
Score: -6592308.500000 Penalty: 1072.524780
	Iteration 62Q: 3 clusters Score -6592308 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 125896 members 
Entering Unmasked Estep 
Score: -6592313.500000 Penalty: 1072.524780
	Iteration 63Q: 3 clusters Score -6592314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -6592292.500000 Penalty: 1072.524780
	Iteration 64Q: 3 clusters Score -6592292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 126011 members 
Entering Unmasked Estep 
Score: -6592297.500000 Penalty: 1072.524780
	Iteration 65Q: 3 clusters Score -6592298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -6592292.000000 Penalty: 1072.524780
	Iteration 66Q: 3 clusters Score -6592292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 126111 members 
Entering Unmasked Estep 
Score: -6592279.500000 Penalty: 1072.524780
	Iteration 67Q: 3 clusters Score -6592280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 126164 members 
Entering Unmasked Estep 
Score: -6592279.500000 Penalty: 1072.524780
	Iteration 68Q: 3 clusters Score -6592280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 126212 members 
Entering Unmasked Estep 
Score: -6592281.500000 Penalty: 1072.524780
	Iteration 69Q: 3 clusters Score -6592282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 126252 members 
Entering Unmasked Estep 
Score: -6592280.500000 Penalty: 1072.524780
	Iteration 70Q: 3 clusters Score -6592280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 126282 members 
Entering Unmasked Estep 
Score: -6592280.500000 Penalty: 1072.524780
	Iteration 71Q: 3 clusters Score -6592280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 126313 members 
Entering Unmasked Estep 
Score: -6592286.500000 Penalty: 1072.524780
	Iteration 72Q: 3 clusters Score -6592286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 126339 members 
Entering Unmasked Estep 
Score: -6592273.500000 Penalty: 1072.524780
	Iteration 73Q: 3 clusters Score -6592274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 126363 members 
Entering Unmasked Estep 
Score: -6592268.500000 Penalty: 1072.524780
	Iteration 74Q: 3 clusters Score -6592268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 126390 members 
Entering Unmasked Estep 
Score: -6592278.500000 Penalty: 1072.524780
	Iteration 75Q: 3 clusters Score -6592278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 126415 members 
Entering Unmasked Estep 
Score: -6592271.500000 Penalty: 1072.524780
	Iteration 76Q: 3 clusters Score -6592272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 126443 members 
Entering Unmasked Estep 
Score: -6592273.000000 Penalty: 1072.524780
	Iteration 77Q: 3 clusters Score -6592273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 126461 members 
Entering Unmasked Estep 
Score: -6592268.500000 Penalty: 1072.524780
	Iteration 78Q: 3 clusters Score -6592268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
Score: -6592272.000000 Penalty: 1072.524780
	Iteration 79Q: 3 clusters Score -6592272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -6592259.000000 Penalty: 1072.524780
	Iteration 80F: 3 clusters Score -6592259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 126502 members 
Entering Unmasked Estep 
Score: -6592265.000000 Penalty: 1072.524780
	Iteration 81Q: 3 clusters Score -6592265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 126516 members 
Entering Unmasked Estep 
Score: -6592269.000000 Penalty: 1072.524780
	Iteration 82Q: 3 clusters Score -6592269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 126526 members 
Entering Unmasked Estep 
Score: -6592260.000000 Penalty: 1072.524780
	Iteration 83Q: 3 clusters Score -6592260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 126537 members 
Entering Unmasked Estep 
Score: -6592262.500000 Penalty: 1072.524780
	Iteration 84Q: 3 clusters Score -6592262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 126549 members 
Entering Unmasked Estep 
Score: -6592263.500000 Penalty: 1072.524780
	Iteration 85Q: 3 clusters Score -6592264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 126556 members 
Entering Unmasked Estep 
Score: -6592255.000000 Penalty: 1072.524780
	Iteration 86Q: 3 clusters Score -6592255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 126563 members 
Entering Unmasked Estep 
Score: -6592254.500000 Penalty: 1072.524780
	Iteration 87Q: 3 clusters Score -6592254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -6592259.500000 Penalty: 1072.524780
	Iteration 88Q: 3 clusters Score -6592260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 126570 members 
Entering Unmasked Estep 
Score: -6592250.500000 Penalty: 1072.524780
	Iteration 89Q: 3 clusters Score -6592250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 126575 members 
Entering Unmasked Estep 
Score: -6592253.000000 Penalty: 1072.524780
	Iteration 90Q: 3 clusters Score -6592253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 126579 members 
Entering Unmasked Estep 
Score: -6592253.000000 Penalty: 1072.524780
	Iteration 91Q: 3 clusters Score -6592253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 126582 members 
Entering Unmasked Estep 
Score: -6592250.000000 Penalty: 1072.524780
	Iteration 92Q: 3 clusters Score -6592250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 126585 members 
Entering Unmasked Estep 
Score: -6592252.000000 Penalty: 1072.524780
	Iteration 93Q: 3 clusters Score -6592252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 126589 members 
Entering Unmasked Estep 
Score: -6592256.000000 Penalty: 1072.524780
	Iteration 94Q: 3 clusters Score -6592256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 126591 members 
Entering Unmasked Estep 
Score: -6592256.500000 Penalty: 1072.524780
	Iteration 95Q: 3 clusters Score -6592256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 126594 members 
Entering Unmasked Estep 
Score: -6592248.500000 Penalty: 1072.524780
	Iteration 96Q: 3 clusters Score -6592248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 126597 members 
Entering Unmasked Estep 
Score: -6592248.000000 Penalty: 1072.524780
	Iteration 97Q: 3 clusters Score -6592248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 126604 members 
Entering Unmasked Estep 
Score: -6592250.500000 Penalty: 1072.524780
	Iteration 98Q: 3 clusters Score -6592250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 126610 members 
Entering Unmasked Estep 
Score: -6592248.500000 Penalty: 1072.524780
	Iteration 99Q: 3 clusters Score -6592248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 126616 members 
Entering Unmasked Estep 
Score: -6592244.000000 Penalty: 1072.524780
	Iteration 100F: 3 clusters Score -6592244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 126618 members 
Entering Unmasked Estep 
Score: -6592242.500000 Penalty: 1072.524780
	Iteration 101Q: 3 clusters Score -6592242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 126620 members 
Entering Unmasked Estep 
Score: -6592246.000000 Penalty: 1072.524780
	Iteration 102Q: 3 clusters Score -6592246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -6592246.000000 Penalty: 1072.524780
	Iteration 103Q: 3 clusters Score -6592246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -6592246.000000 Penalty: 1072.524780
	Iteration 104F: 3 clusters Score -6592246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 186776 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 114 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 4772 members 
Mstep: Class 56 contains 296 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Mstep: Class 65 contains 11098 members 
Mstep: Class 66 contains 31634 members 
Mstep: Class 67 contains 861 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 91 members 
Mstep: Class 71 contains 126626 members 
Entering Unmasked Estep 
Score: -90725912.000000 Penalty: 46814.246094
Splitting cluster 55 changes total score from -90723056.000000 to -90725912.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 56 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -10243.319336 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -10243.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9896.941406 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -9896.941 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10026.936523 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -10026.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10094.470703 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -10094.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10154.078125 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -10154.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10223.748047 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -10223.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10252.383789 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -10252.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10257.806641 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -10257.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10268.521484 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -10268.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10272.610352 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -10272.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10275.254883 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -10275.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10281.084961 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -10281.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10284.054688 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -10284.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10291.007812 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -10291.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10295.521484 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -10295.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10296.595703 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -10296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10296.595703 Penalty: 517.822693
	Iteration 15F: 3 clusters Score -10296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 186776 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 114 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 4772 members 
Mstep: Class 56 contains 128 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 251 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Mstep: Class 65 contains 11098 members 
Mstep: Class 66 contains 31634 members 
Mstep: Class 67 contains 861 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 91 members 
Mstep: Class 71 contains 126626 members 
Mstep: Class 72 contains 168 members 
Entering Unmasked Estep 
Score: -90725560.000000 Penalty: 47473.601562
Splitting cluster 56 changes total score from -90723056.000000 to -90725560.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 57 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -7567.464355 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -7567.464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7350.538086 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -7350.538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7439.414551 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -7439.415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7457.615723 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -7457.616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7478.309570 Penalty: 451.618896
	Iteration 3F: 3 clusters Score -7478.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7483.863770 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -7483.864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7491.061523 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -7491.062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7493.094727 Penalty: 451.618896
	Iteration 6Q: 3 clusters Score -7493.095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7494.467773 Penalty: 451.618896
	Iteration 7Q: 3 clusters Score -7494.468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7494.467773 Penalty: 451.618896
	Iteration 8F: 3 clusters Score -7494.468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -11949.961914 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -11949.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11652.558594 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -11652.56 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11780.952148 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -11780.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11867.018555 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -11867.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11948.276367 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -11948.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11992.202148 Penalty: 502.816223
	Iteration 4F: 3 clusters Score -11992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12017.321289 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -12017.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12032.920898 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -12032.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12034.591797 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -12034.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12034.591797 Penalty: 502.816223
	Iteration 8F: 3 clusters Score -12034.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 186776 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 114 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 4772 members 
Mstep: Class 56 contains 128 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 113 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 813 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Mstep: Class 65 contains 11098 members 
Mstep: Class 66 contains 31634 members 
Mstep: Class 67 contains 861 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 91 members 
Mstep: Class 71 contains 126626 members 
Mstep: Class 72 contains 168 members 
Mstep: Class 73 contains 138 members 
Entering Unmasked Estep 
Score: -90725096.000000 Penalty: 48132.957031
Splitting cluster 58 changes total score from -90723056.000000 to -90725096.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 59 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -7975.653320 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -7975.653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7712.743164 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -7712.743 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7872.567383 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -7872.567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7935.043457 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -7935.043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7970.145020 Penalty: 508.098145
	Iteration 3F: 3 clusters Score -7970.145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7971.411621 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -7971.412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7971.411621 Penalty: 508.098145
	Iteration 5F: 3 clusters Score -7971.412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -30707.031250 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -30707.03 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 329 members 
Entering Unmasked Estep 
Score: -30160.261719 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -30160.26 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -30369.429688 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -30369.43 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -30480.097656 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -30480.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -30560.482422 Penalty: 584.071228
	Iteration 3F: 3 clusters Score -30560.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -30601.822266 Penalty: 584.071228
	Iteration 4F: 3 clusters Score -30601.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -30631.324219 Penalty: 584.071228
	Iteration 5Q: 3 clusters Score -30631.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -30662.496094 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -30662.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -30682.859375 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -30682.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -30688.904297 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -30688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -30691.398438 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -30691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -30692.423828 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -30692.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30692.843750 Penalty: 584.071228
	Iteration 11Q: 3 clusters Score -30692.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -30693.439453 Penalty: 584.071228
	Iteration 12Q: 3 clusters Score -30693.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -30694.152344 Penalty: 584.071228
	Iteration 13Q: 3 clusters Score -30694.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -30694.152344 Penalty: 584.071228
	Iteration 14F: 3 clusters Score -30694.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -34940.925781 Penalty: 304.883270
	Iteration 0F: 2 clusters Score -34940.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -34280.074219 Penalty: 609.766541
	Iteration 0F: 3 clusters Score -34280.07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -34659.488281 Penalty: 609.766541
	Iteration 1F: 3 clusters Score -34659.49 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34760.113281 Penalty: 609.766541
	Iteration 2F: 3 clusters Score -34760.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -34816.246094 Penalty: 609.766541
	Iteration 3F: 3 clusters Score -34816.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -34867.933594 Penalty: 609.766541
	Iteration 4Q: 3 clusters Score -34867.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -34908.296875 Penalty: 609.766541
	Iteration 5Q: 3 clusters Score -34908.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -34925.980469 Penalty: 609.766541
	Iteration 6Q: 3 clusters Score -34925.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34977.019531 Penalty: 609.766541
	Iteration 7Q: 3 clusters Score -34977.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -35028.398438 Penalty: 609.766541
	Iteration 8Q: 3 clusters Score -35028.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35044.410156 Penalty: 609.766541
	Iteration 9Q: 3 clusters Score -35044.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35047.710938 Penalty: 609.766541
	Iteration 10Q: 3 clusters Score -35047.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -35050.066406 Penalty: 609.766541
	Iteration 11Q: 3 clusters Score -35050.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35052.636719 Penalty: 609.766541
	Iteration 12Q: 3 clusters Score -35052.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35052.636719 Penalty: 609.766541
	Iteration 13F: 3 clusters Score -35052.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 186776 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 114 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 4772 members 
Mstep: Class 56 contains 128 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 113 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 428 members 
Mstep: Class 62 contains 2003 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Mstep: Class 65 contains 11098 members 
Mstep: Class 66 contains 31634 members 
Mstep: Class 67 contains 861 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 91 members 
Mstep: Class 71 contains 126626 members 
Mstep: Class 72 contains 168 members 
Mstep: Class 73 contains 138 members 
Mstep: Class 74 contains 385 members 
Entering Unmasked Estep 
Score: -90724776.000000 Penalty: 48792.312500
Splitting cluster 61 changes total score from -90723056.000000 to -90724776.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 62 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -99604.000000 Penalty: 345.909271
	Iteration 0F: 2 clusters Score -99604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -98188.695312 Penalty: 691.818542
	Iteration 0F: 3 clusters Score -98188.7 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -98759.625000 Penalty: 691.818542
	Iteration 1F: 3 clusters Score -98759.62 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -98878.257812 Penalty: 691.818542
	Iteration 2F: 3 clusters Score -98878.26 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -98994.000000 Penalty: 691.818542
	Iteration 3F: 3 clusters Score -98994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -99173.351562 Penalty: 691.818542
	Iteration 4F: 3 clusters Score -99173.35 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -99292.875000 Penalty: 691.818542
	Iteration 5F: 3 clusters Score -99292.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -99355.703125 Penalty: 691.818542
	Iteration 6Q: 3 clusters Score -99355.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -99424.117188 Penalty: 691.818542
	Iteration 7Q: 3 clusters Score -99424.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -99469.875000 Penalty: 691.818542
	Iteration 8Q: 3 clusters Score -99469.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -99496.992188 Penalty: 691.818542
	Iteration 9Q: 3 clusters Score -99496.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -99518.601562 Penalty: 691.818542
	Iteration 10Q: 3 clusters Score -99518.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -99539.875000 Penalty: 691.818542
	Iteration 11Q: 3 clusters Score -99539.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -99549.062500 Penalty: 691.818542
	Iteration 12Q: 3 clusters Score -99549.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -99560.726562 Penalty: 691.818542
	Iteration 13Q: 3 clusters Score -99560.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -99575.398438 Penalty: 691.818542
	Iteration 14Q: 3 clusters Score -99575.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -99581.867188 Penalty: 691.818542
	Iteration 15Q: 3 clusters Score -99581.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -99587.390625 Penalty: 691.818542
	Iteration 16Q: 3 clusters Score -99587.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -99591.390625 Penalty: 691.818542
	Iteration 17Q: 3 clusters Score -99591.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -99593.492188 Penalty: 691.818542
	Iteration 18Q: 3 clusters Score -99593.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -99596.335938 Penalty: 691.818542
	Iteration 19Q: 3 clusters Score -99596.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -99601.281250 Penalty: 691.818542
	Iteration 20F: 3 clusters Score -99601.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -99605.664062 Penalty: 691.818542
	Iteration 21Q: 3 clusters Score -99605.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -99614.789062 Penalty: 691.818542
	Iteration 22Q: 3 clusters Score -99614.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -99622.460938 Penalty: 691.818542
	Iteration 23Q: 3 clusters Score -99622.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -99634.523438 Penalty: 691.818542
	Iteration 24Q: 3 clusters Score -99634.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -99645.437500 Penalty: 691.818542
	Iteration 25Q: 3 clusters Score -99645.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -99653.101562 Penalty: 691.818542
	Iteration 26Q: 3 clusters Score -99653.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -99657.640625 Penalty: 691.818542
	Iteration 27Q: 3 clusters Score -99657.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -99663.781250 Penalty: 691.818542
	Iteration 28Q: 3 clusters Score -99663.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -99669.710938 Penalty: 691.818542
	Iteration 29Q: 3 clusters Score -99669.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -99670.953125 Penalty: 691.818542
	Iteration 30Q: 3 clusters Score -99670.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -99673.648438 Penalty: 691.818542
	Iteration 31Q: 3 clusters Score -99673.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -99675.875000 Penalty: 691.818542
	Iteration 32Q: 3 clusters Score -99675.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -99679.914062 Penalty: 691.818542
	Iteration 33Q: 3 clusters Score -99679.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -99681.257812 Penalty: 691.818542
	Iteration 34Q: 3 clusters Score -99681.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -99683.210938 Penalty: 691.818542
	Iteration 35Q: 3 clusters Score -99683.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -99683.484375 Penalty: 691.818542
	Iteration 36Q: 3 clusters Score -99683.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -99683.484375 Penalty: 691.818542
	Iteration 37F: 3 clusters Score -99683.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 186776 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 623 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 114 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 4772 members 
Mstep: Class 56 contains 128 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 113 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 428 members 
Mstep: Class 62 contains 276 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 199045 members 
Mstep: Class 65 contains 11098 members 
Mstep: Class 66 contains 31634 members 
Mstep: Class 67 contains 861 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 91 members 
Mstep: Class 71 contains 126626 members 
Mstep: Class 72 contains 168 members 
Mstep: Class 73 contains 138 members 
Mstep: Class 74 contains 385 members 
Mstep: Class 75 contains 1727 members 
Entering Unmasked Estep 
Score: -90724680.000000 Penalty: 49451.667969
Splitting cluster 62 changes total score from -90723056.000000 to -90724680.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 63 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -32722.310547 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -32722.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -32140.712891 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -32140.71 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32371.785156 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -32371.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32434.085938 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -32434.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32459.867188 Penalty: 594.574768
	Iteration 3F: 3 clusters Score -32459.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32468.691406 Penalty: 594.574768
	Iteration 4Q: 3 clusters Score -32468.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -32480.761719 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -32480.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -32488.552734 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -32488.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32494.091797 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -32494.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32495.789062 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -32495.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -32497.904297 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -32497.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -32497.904297 Penalty: 594.574768
	Iteration 10F: 3 clusters Score -32497.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 97831 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 296 members 
Mstep: Class 8 contains 75258 members 
Mstep: Class 9 contains 71591 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 91504 members 
Mstep: Class 14 contains 218245 members 
Mstep: Class 15 contains 13553 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 105274 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 186776 members 
Mstep: Class 26 contains 5294 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 229 members 
Mstep: Class 31 contains 92024 members 
Mstep: Class 32 contains 1290 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 1038 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 742 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1371 members 
Mstep: Class 42 contains 167457 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 56874 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 47 contains 9134 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 425 members 
Mstep: Class 50 contains 114 members 
Mstep: Class 51 contains 211503 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 4772 members 
Mstep: Class 56 contains 128 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 113 members 
Mstep: Class 59 contains 266 members 
Mstep: Class 60 contains 613 members 
Mstep: Class 61 contains 428 members 
Mstep: Class 62 contains 276 members 
Mstep: Class 63 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 72. Lose 571.883423 but Gain 659.355469
Score: -90728808.000000 Penalty: 48792.312500
Iteration 239Q: 75 clusters Score -9.072881e+07 nChanged 19128
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 98546 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20978 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 74582 members 
Mstep: Class 9 contains 71057 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 92559 members 
Mstep: Class 14 contains 218102 members 
Mstep: Class 15 contains 13459 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 104957 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 189829 members 
Mstep: Class 26 contains 5312 members 
Mstep: Class 27 contains 2657 members 
Mstep: Class 28 contains 44466 members 
Mstep: Class 29 contains 3515 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 93961 members 
Mstep: Class 32 contains 1272 members 
Mstep: Class 33 contains 869 members 
Mstep: Class 34 contains 959 members 
Mstep: Class 35 contains 1039 members 
Mstep: Class 36 contains 5707 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 741 members 
Mstep: Class 39 contains 37508 members 
Mstep: Class 40 contains 400 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 167351 members 
Mstep: Class 43 contains 10386 members 
Mstep: Class 44 contains 56950 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 620 members 
Mstep: Class 47 contains 9065 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 429 members 
Mstep: Class 50 contains 113 members 
Mstep: Class 51 contains 208754 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 144 members 
Mstep: Class 54 contains 1059 members 
Mstep: Class 55 contains 5195 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 119 members 
Mstep: Class 59 contains 277 members 
Mstep: Class 60 contains 604 members 
Mstep: Class 61 contains 474 members 
Mstep: Class 62 contains 267 members 
Mstep: Class 63 contains 694 members 
Mstep: Class 64 contains 198123 members 
Mstep: Class 65 contains 11001 members 
Mstep: Class 66 contains 31989 members 
Mstep: Class 67 contains 833 members 
Mstep: Class 68 contains 89 members 
Mstep: Class 69 contains 141 members 
Mstep: Class 70 contains 90 members 
Mstep: Class 71 contains 124204 members 
Mstep: Class 73 contains 130 members 
Mstep: Class 74 contains 360 members 
Mstep: Class 75 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 73. Lose 622.350281 but Gain 659.355469
Score: -90733792.000000 Penalty: 48132.957031
Iteration 240F: 74 clusters Score -9.073379e+07 nChanged 18415
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 98842 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20951 members 
Mstep: Class 7 contains 298 members 
Mstep: Class 8 contains 73581 members 
Mstep: Class 9 contains 70517 members 
Mstep: Class 10 contains 7059 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 92655 members 
Mstep: Class 14 contains 217897 members 
Mstep: Class 15 contains 13256 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 104265 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 2313 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 1324 members 
Mstep: Class 25 contains 193367 members 
Mstep: Class 26 contains 5293 members 
Mstep: Class 27 contains 2659 members 
Mstep: Class 28 contains 44367 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 95593 members 
Mstep: Class 32 contains 1260 members 
Mstep: Class 33 contains 847 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 1033 members 
Mstep: Class 36 contains 5712 members 
Mstep: Class 37 contains 9740 members 
Mstep: Class 38 contains 740 members 
Mstep: Class 39 contains 37502 members 
Mstep: Class 40 contains 401 members 
Mstep: Class 41 contains 1386 members 
Mstep: Class 42 contains 167142 members 
Mstep: Class 43 contains 10362 members 
Mstep: Class 44 contains 55618 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 667 members 
Mstep: Class 47 contains 8968 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 430 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 205552 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 143 members 
Mstep: Class 54 contains 1065 members 
Mstep: Class 55 contains 5333 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 123 members 
Mstep: Class 59 contains 282 members 
Mstep: Class 60 contains 602 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 263 members 
Mstep: Class 63 contains 694 members 
Mstep: Class 64 contains 199218 members 
Mstep: Class 65 contains 11242 members 
Mstep: Class 66 contains 33011 members 
Mstep: Class 67 contains 1032 members 
Mstep: Class 68 contains 95 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 106 members 
Mstep: Class 71 contains 123100 members 
Mstep: Class 74 contains 365 members 
Mstep: Class 75 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90735632.000000 Penalty: 48132.957031
Iteration 241Q: 74 clusters Score -9.073563e+07 nChanged 17805
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 99067 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4760 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20930 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 72026 members 
Mstep: Class 9 contains 70085 members 
Mstep: Class 10 contains 7061 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 12 contains 2165 members 
Mstep: Class 13 contains 92598 members 
Mstep: Class 14 contains 217764 members 
Mstep: Class 15 contains 13101 members 
Mstep: Class 16 contains 1303 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 103210 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 198261 members 
Mstep: Class 26 contains 5289 members 
Mstep: Class 27 contains 2656 members 
Mstep: Class 28 contains 44297 members 
Mstep: Class 29 contains 3625 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 96907 members 
Mstep: Class 32 contains 1256 members 
Mstep: Class 33 contains 842 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 1040 members 
Mstep: Class 36 contains 5716 members 
Mstep: Class 37 contains 9993 members 
Mstep: Class 38 contains 736 members 
Mstep: Class 39 contains 37502 members 
Mstep: Class 40 contains 401 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 167256 members 
Mstep: Class 43 contains 10364 members 
Mstep: Class 44 contains 54364 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 679 members 
Mstep: Class 47 contains 8882 members 
Mstep: Class 48 contains 471 members 
Mstep: Class 49 contains 431 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 202031 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 143 members 
Mstep: Class 54 contains 1066 members 
Mstep: Class 55 contains 5428 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 126 members 
Mstep: Class 59 contains 282 members 
Mstep: Class 60 contains 601 members 
Mstep: Class 61 contains 557 members 
Mstep: Class 62 contains 265 members 
Mstep: Class 63 contains 689 members 
Mstep: Class 64 contains 200279 members 
Mstep: Class 65 contains 11464 members 
Mstep: Class 66 contains 33844 members 
Mstep: Class 67 contains 1135 members 
Mstep: Class 68 contains 98 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 110 members 
Mstep: Class 71 contains 122104 members 
Mstep: Class 74 contains 362 members 
Mstep: Class 75 contains 1741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90736040.000000 Penalty: 48132.957031
Iteration 242Q: 74 clusters Score -9.073604e+07 nChanged 19732
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 99217 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20912 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 69947 members 
Mstep: Class 9 contains 69745 members 
Mstep: Class 10 contains 7068 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 2169 members 
Mstep: Class 13 contains 92369 members 
Mstep: Class 14 contains 217717 members 
Mstep: Class 15 contains 12993 members 
Mstep: Class 16 contains 1316 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 101773 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 2435 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 204377 members 
Mstep: Class 26 contains 5271 members 
Mstep: Class 27 contains 2657 members 
Mstep: Class 28 contains 44284 members 
Mstep: Class 29 contains 3663 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 97968 members 
Mstep: Class 32 contains 1254 members 
Mstep: Class 33 contains 844 members 
Mstep: Class 34 contains 965 members 
Mstep: Class 35 contains 1046 members 
Mstep: Class 36 contains 5720 members 
Mstep: Class 37 contains 10264 members 
Mstep: Class 38 contains 735 members 
Mstep: Class 39 contains 37502 members 
Mstep: Class 40 contains 401 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 167513 members 
Mstep: Class 43 contains 10368 members 
Mstep: Class 44 contains 53207 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 683 members 
Mstep: Class 47 contains 8801 members 
Mstep: Class 48 contains 469 members 
Mstep: Class 49 contains 434 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 198126 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1066 members 
Mstep: Class 55 contains 5470 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 128 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 598 members 
Mstep: Class 61 contains 560 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 692 members 
Mstep: Class 64 contains 201294 members 
Mstep: Class 65 contains 11668 members 
Mstep: Class 66 contains 34791 members 
Mstep: Class 67 contains 1213 members 
Mstep: Class 68 contains 104 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 121186 members 
Mstep: Class 74 contains 357 members 
Mstep: Class 75 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90736696.000000 Penalty: 48132.957031
Iteration 243Q: 74 clusters Score -9.07367e+07 nChanged 18600
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 99301 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20903 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 67703 members 
Mstep: Class 9 contains 69470 members 
Mstep: Class 10 contains 7072 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 2169 members 
Mstep: Class 13 contains 92067 members 
Mstep: Class 14 contains 217677 members 
Mstep: Class 15 contains 12886 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 100742 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2045 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 4886 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 210239 members 
Mstep: Class 26 contains 5256 members 
Mstep: Class 27 contains 2657 members 
Mstep: Class 28 contains 44255 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 230 members 
Mstep: Class 31 contains 98944 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 33 contains 845 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 1046 members 
Mstep: Class 36 contains 5722 members 
Mstep: Class 37 contains 10541 members 
Mstep: Class 38 contains 734 members 
Mstep: Class 39 contains 37506 members 
Mstep: Class 40 contains 401 members 
Mstep: Class 41 contains 1401 members 
Mstep: Class 42 contains 167452 members 
Mstep: Class 43 contains 10392 members 
Mstep: Class 44 contains 52071 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 8708 members 
Mstep: Class 48 contains 467 members 
Mstep: Class 49 contains 438 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 194780 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1066 members 
Mstep: Class 55 contains 5501 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 129 members 
Mstep: Class 59 contains 279 members 
Mstep: Class 60 contains 597 members 
Mstep: Class 61 contains 555 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 202161 members 
Mstep: Class 65 contains 11853 members 
Mstep: Class 66 contains 35781 members 
Mstep: Class 67 contains 1267 members 
Mstep: Class 68 contains 107 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 120375 members 
Mstep: Class 74 contains 356 members 
Mstep: Class 75 contains 1766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90736456.000000 Penalty: 48132.957031
Iteration 244Q: 74 clusters Score -9.073646e+07 nChanged 16227
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 99308 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20888 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 65463 members 
Mstep: Class 9 contains 69235 members 
Mstep: Class 10 contains 7077 members 
Mstep: Class 11 contains 1758 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 91800 members 
Mstep: Class 14 contains 217637 members 
Mstep: Class 15 contains 12785 members 
Mstep: Class 16 contains 1322 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 99841 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 2044 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 214641 members 
Mstep: Class 26 contains 5249 members 
Mstep: Class 27 contains 2655 members 
Mstep: Class 28 contains 44203 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 230 members 
Mstep: Class 31 contains 99919 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 844 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 5726 members 
Mstep: Class 37 contains 10807 members 
Mstep: Class 38 contains 732 members 
Mstep: Class 39 contains 37510 members 
Mstep: Class 40 contains 401 members 
Mstep: Class 41 contains 1402 members 
Mstep: Class 42 contains 167164 members 
Mstep: Class 43 contains 10418 members 
Mstep: Class 44 contains 50965 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 8625 members 
Mstep: Class 48 contains 462 members 
Mstep: Class 49 contains 441 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 193307 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1066 members 
Mstep: Class 55 contains 5504 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 281 members 
Mstep: Class 60 contains 596 members 
Mstep: Class 61 contains 551 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 202818 members 
Mstep: Class 65 contains 12035 members 
Mstep: Class 66 contains 36656 members 
Mstep: Class 67 contains 1308 members 
Mstep: Class 68 contains 110 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 113 members 
Mstep: Class 71 contains 119647 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90735408.000000 Penalty: 48132.957031
Iteration 245Q: 74 clusters Score -9.073541e+07 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 99297 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 5187 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20873 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 63172 members 
Mstep: Class 9 contains 69041 members 
Mstep: Class 10 contains 7083 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 91494 members 
Mstep: Class 14 contains 217630 members 
Mstep: Class 15 contains 12686 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 18 contains 98982 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 2041 members 
Mstep: Class 22 contains 2492 members 
Mstep: Class 23 contains 4825 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 218178 members 
Mstep: Class 26 contains 5245 members 
Mstep: Class 27 contains 2643 members 
Mstep: Class 28 contains 44146 members 
Mstep: Class 29 contains 3703 members 
Mstep: Class 30 contains 230 members 
Mstep: Class 31 contains 101031 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 33 contains 844 members 
Mstep: Class 34 contains 971 members 
Mstep: Class 35 contains 1051 members 
Mstep: Class 36 contains 5734 members 
Mstep: Class 37 contains 11067 members 
Mstep: Class 38 contains 732 members 
Mstep: Class 39 contains 37514 members 
Mstep: Class 40 contains 401 members 
Mstep: Class 41 contains 1403 members 
Mstep: Class 42 contains 167001 members 
Mstep: Class 43 contains 10431 members 
Mstep: Class 44 contains 49897 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 8543 members 
Mstep: Class 48 contains 461 members 
Mstep: Class 49 contains 444 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 192812 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1067 members 
Mstep: Class 55 contains 5502 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 281 members 
Mstep: Class 60 contains 596 members 
Mstep: Class 61 contains 548 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 696 members 
Mstep: Class 64 contains 203283 members 
Mstep: Class 65 contains 12246 members 
Mstep: Class 66 contains 37165 members 
Mstep: Class 67 contains 1344 members 
Mstep: Class 68 contains 111 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 114 members 
Mstep: Class 71 contains 119062 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90733360.000000 Penalty: 48132.957031
Iteration 246Q: 74 clusters Score -9.073336e+07 nChanged 13590
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 99275 members 
Mstep: Class 3 contains 1435 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20851 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 60966 members 
Mstep: Class 9 contains 68892 members 
Mstep: Class 10 contains 7085 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 91225 members 
Mstep: Class 14 contains 217607 members 
Mstep: Class 15 contains 12602 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 97970 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 4799 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 220805 members 
Mstep: Class 26 contains 5232 members 
Mstep: Class 27 contains 2631 members 
Mstep: Class 28 contains 44109 members 
Mstep: Class 29 contains 3709 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 102166 members 
Mstep: Class 32 contains 1237 members 
Mstep: Class 33 contains 842 members 
Mstep: Class 34 contains 971 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 5737 members 
Mstep: Class 37 contains 11314 members 
Mstep: Class 38 contains 731 members 
Mstep: Class 39 contains 37520 members 
Mstep: Class 40 contains 400 members 
Mstep: Class 41 contains 1403 members 
Mstep: Class 42 contains 166981 members 
Mstep: Class 43 contains 10446 members 
Mstep: Class 44 contains 48819 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 8459 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 447 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 193174 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1071 members 
Mstep: Class 55 contains 5485 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 281 members 
Mstep: Class 60 contains 596 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 696 members 
Mstep: Class 64 contains 203632 members 
Mstep: Class 65 contains 12478 members 
Mstep: Class 66 contains 37682 members 
Mstep: Class 67 contains 1360 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 115 members 
Mstep: Class 71 contains 118514 members 
Mstep: Class 74 contains 351 members 
Mstep: Class 75 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90731512.000000 Penalty: 48132.957031
Iteration 247Q: 74 clusters Score -9.073151e+07 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 99253 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 5355 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20827 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 58755 members 
Mstep: Class 9 contains 68762 members 
Mstep: Class 10 contains 7088 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 90962 members 
Mstep: Class 14 contains 217579 members 
Mstep: Class 15 contains 12530 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 96878 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2037 members 
Mstep: Class 22 contains 2513 members 
Mstep: Class 23 contains 4767 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 222965 members 
Mstep: Class 26 contains 5224 members 
Mstep: Class 27 contains 2628 members 
Mstep: Class 28 contains 44056 members 
Mstep: Class 29 contains 3710 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 103305 members 
Mstep: Class 32 contains 1232 members 
Mstep: Class 33 contains 843 members 
Mstep: Class 34 contains 971 members 
Mstep: Class 35 contains 1057 members 
Mstep: Class 36 contains 5740 members 
Mstep: Class 37 contains 11572 members 
Mstep: Class 38 contains 731 members 
Mstep: Class 39 contains 37529 members 
Mstep: Class 40 contains 400 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 167101 members 
Mstep: Class 43 contains 10462 members 
Mstep: Class 44 contains 47784 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 8390 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 449 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 193990 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1073 members 
Mstep: Class 55 contains 5484 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 281 members 
Mstep: Class 60 contains 596 members 
Mstep: Class 61 contains 547 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 696 members 
Mstep: Class 64 contains 203878 members 
Mstep: Class 65 contains 12714 members 
Mstep: Class 66 contains 38112 members 
Mstep: Class 67 contains 1378 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 118004 members 
Mstep: Class 74 contains 349 members 
Mstep: Class 75 contains 1771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90729856.000000 Penalty: 48132.957031
Iteration 248Q: 74 clusters Score -9.072986e+07 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 99204 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 5440 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20821 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 56555 members 
Mstep: Class 9 contains 68626 members 
Mstep: Class 10 contains 7091 members 
Mstep: Class 11 contains 1777 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 90724 members 
Mstep: Class 14 contains 217558 members 
Mstep: Class 15 contains 12433 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 95716 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2035 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 4740 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 224830 members 
Mstep: Class 26 contains 5212 members 
Mstep: Class 27 contains 2627 members 
Mstep: Class 28 contains 44035 members 
Mstep: Class 29 contains 3702 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 104615 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 847 members 
Mstep: Class 34 contains 971 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 11839 members 
Mstep: Class 38 contains 731 members 
Mstep: Class 39 contains 37532 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 167356 members 
Mstep: Class 43 contains 10480 members 
Mstep: Class 44 contains 46809 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 8318 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 195126 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 5449 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 281 members 
Mstep: Class 60 contains 596 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 696 members 
Mstep: Class 64 contains 204069 members 
Mstep: Class 65 contains 12909 members 
Mstep: Class 66 contains 38446 members 
Mstep: Class 67 contains 1398 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 118 members 
Mstep: Class 71 contains 117359 members 
Mstep: Class 74 contains 349 members 
Mstep: Class 75 contains 1771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90728600.000000 Penalty: 48132.957031
Iteration 249Q: 74 clusters Score -9.07286e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 99163 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20803 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 54386 members 
Mstep: Class 9 contains 68497 members 
Mstep: Class 10 contains 7095 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 90526 members 
Mstep: Class 14 contains 217552 members 
Mstep: Class 15 contains 12335 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 94499 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 226379 members 
Mstep: Class 26 contains 5212 members 
Mstep: Class 27 contains 2618 members 
Mstep: Class 28 contains 44019 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 105932 members 
Mstep: Class 32 contains 1223 members 
Mstep: Class 33 contains 848 members 
Mstep: Class 34 contains 971 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 5747 members 
Mstep: Class 37 contains 12103 members 
Mstep: Class 38 contains 730 members 
Mstep: Class 39 contains 37533 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 1411 members 
Mstep: Class 42 contains 167626 members 
Mstep: Class 43 contains 10495 members 
Mstep: Class 44 contains 45887 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 8254 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 196587 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 5393 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 596 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 695 members 
Mstep: Class 64 contains 204219 members 
Mstep: Class 65 contains 13070 members 
Mstep: Class 66 contains 38811 members 
Mstep: Class 67 contains 1422 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 120 members 
Mstep: Class 71 contains 116667 members 
Mstep: Class 74 contains 349 members 
Mstep: Class 75 contains 1772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90726920.000000 Penalty: 48132.957031
Iteration 250Q: 74 clusters Score -9.072692e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 99060 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 5598 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20791 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 52427 members 
Mstep: Class 9 contains 68398 members 
Mstep: Class 10 contains 7101 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 2172 members 
Mstep: Class 13 contains 90329 members 
Mstep: Class 14 contains 217542 members 
Mstep: Class 15 contains 12227 members 
Mstep: Class 16 contains 1342 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 93196 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 4666 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 227647 members 
Mstep: Class 26 contains 5202 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 44008 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 107109 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 5751 members 
Mstep: Class 37 contains 12404 members 
Mstep: Class 38 contains 729 members 
Mstep: Class 39 contains 37544 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 1412 members 
Mstep: Class 42 contains 167962 members 
Mstep: Class 43 contains 10505 members 
Mstep: Class 44 contains 44968 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 695 members 
Mstep: Class 47 contains 8197 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 198198 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 5331 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 596 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 694 members 
Mstep: Class 64 contains 204359 members 
Mstep: Class 65 contains 13202 members 
Mstep: Class 66 contains 39215 members 
Mstep: Class 67 contains 1449 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 124 members 
Mstep: Class 71 contains 116052 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90725600.000000 Penalty: 48132.957031
Iteration 251Q: 74 clusters Score -9.07256e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 98949 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20791 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 50597 members 
Mstep: Class 9 contains 68306 members 
Mstep: Class 10 contains 7107 members 
Mstep: Class 11 contains 1781 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 90191 members 
Mstep: Class 14 contains 217533 members 
Mstep: Class 15 contains 12133 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 91793 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2032 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 4639 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 228886 members 
Mstep: Class 26 contains 5192 members 
Mstep: Class 27 contains 2620 members 
Mstep: Class 28 contains 43993 members 
Mstep: Class 29 contains 3677 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 108386 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 848 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 5759 members 
Mstep: Class 37 contains 12705 members 
Mstep: Class 38 contains 728 members 
Mstep: Class 39 contains 37544 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 1411 members 
Mstep: Class 42 contains 168311 members 
Mstep: Class 43 contains 10504 members 
Mstep: Class 44 contains 44054 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 693 members 
Mstep: Class 47 contains 8133 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 199936 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1077 members 
Mstep: Class 55 contains 5289 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 596 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 694 members 
Mstep: Class 64 contains 204403 members 
Mstep: Class 65 contains 13279 members 
Mstep: Class 66 contains 39490 members 
Mstep: Class 67 contains 1471 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 127 members 
Mstep: Class 71 contains 115407 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90724736.000000 Penalty: 48132.957031
Iteration 252Q: 74 clusters Score -9.072474e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 98856 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20802 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 48827 members 
Mstep: Class 9 contains 68245 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 2176 members 
Mstep: Class 13 contains 90056 members 
Mstep: Class 14 contains 217542 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 90366 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 2029 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 4607 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 229848 members 
Mstep: Class 26 contains 5183 members 
Mstep: Class 27 contains 2621 members 
Mstep: Class 28 contains 43992 members 
Mstep: Class 29 contains 3678 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 109501 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 853 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 5765 members 
Mstep: Class 37 contains 12960 members 
Mstep: Class 38 contains 726 members 
Mstep: Class 39 contains 37540 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 168736 members 
Mstep: Class 43 contains 10508 members 
Mstep: Class 44 contains 43171 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 692 members 
Mstep: Class 47 contains 8066 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 201847 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1075 members 
Mstep: Class 55 contains 5220 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 595 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 693 members 
Mstep: Class 64 contains 204446 members 
Mstep: Class 65 contains 13333 members 
Mstep: Class 66 contains 39888 members 
Mstep: Class 67 contains 1483 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 132 members 
Mstep: Class 71 contains 114782 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90723976.000000 Penalty: 48132.957031
Iteration 253Q: 74 clusters Score -9.072398e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 98716 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 5759 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20815 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 47201 members 
Mstep: Class 9 contains 68203 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 89944 members 
Mstep: Class 14 contains 217570 members 
Mstep: Class 15 contains 11965 members 
Mstep: Class 16 contains 1358 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 88921 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 4591 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 230445 members 
Mstep: Class 26 contains 5171 members 
Mstep: Class 27 contains 2625 members 
Mstep: Class 28 contains 43978 members 
Mstep: Class 29 contains 3680 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 110615 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 856 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 5770 members 
Mstep: Class 37 contains 13233 members 
Mstep: Class 38 contains 725 members 
Mstep: Class 39 contains 37543 members 
Mstep: Class 40 contains 398 members 
Mstep: Class 41 contains 1406 members 
Mstep: Class 42 contains 169149 members 
Mstep: Class 43 contains 10525 members 
Mstep: Class 44 contains 42324 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 8010 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 203989 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1071 members 
Mstep: Class 55 contains 5145 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 595 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 694 members 
Mstep: Class 64 contains 204455 members 
Mstep: Class 65 contains 13352 members 
Mstep: Class 66 contains 40358 members 
Mstep: Class 67 contains 1498 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 133 members 
Mstep: Class 71 contains 114081 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90724128.000000 Penalty: 48132.957031
Iteration 254Q: 74 clusters Score -9.072413e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 98524 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 5779 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20824 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 45837 members 
Mstep: Class 9 contains 68170 members 
Mstep: Class 10 contains 7120 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 89829 members 
Mstep: Class 14 contains 217582 members 
Mstep: Class 15 contains 11884 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 87710 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 4578 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 230442 members 
Mstep: Class 26 contains 5165 members 
Mstep: Class 27 contains 2627 members 
Mstep: Class 28 contains 43963 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 111691 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 860 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 5774 members 
Mstep: Class 37 contains 13503 members 
Mstep: Class 38 contains 724 members 
Mstep: Class 39 contains 37548 members 
Mstep: Class 40 contains 397 members 
Mstep: Class 41 contains 1401 members 
Mstep: Class 42 contains 169445 members 
Mstep: Class 43 contains 10531 members 
Mstep: Class 44 contains 41473 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 7970 members 
Mstep: Class 48 contains 461 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 206495 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1067 members 
Mstep: Class 55 contains 5010 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 595 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 698 members 
Mstep: Class 64 contains 204525 members 
Mstep: Class 65 contains 13346 members 
Mstep: Class 66 contains 40766 members 
Mstep: Class 67 contains 1513 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 135 members 
Mstep: Class 71 contains 113436 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90724224.000000 Penalty: 48132.957031
Iteration 255Q: 74 clusters Score -9.072422e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 98295 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20838 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 44733 members 
Mstep: Class 9 contains 68081 members 
Mstep: Class 10 contains 7120 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 89728 members 
Mstep: Class 14 contains 217606 members 
Mstep: Class 15 contains 11794 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 86862 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 4565 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 229694 members 
Mstep: Class 26 contains 5150 members 
Mstep: Class 27 contains 2631 members 
Mstep: Class 28 contains 43940 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 112826 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 861 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 5779 members 
Mstep: Class 37 contains 13769 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37552 members 
Mstep: Class 40 contains 396 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 169596 members 
Mstep: Class 43 contains 10544 members 
Mstep: Class 44 contains 40722 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 7939 members 
Mstep: Class 48 contains 461 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 209256 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1065 members 
Mstep: Class 55 contains 4868 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 596 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 701 members 
Mstep: Class 64 contains 204577 members 
Mstep: Class 65 contains 13325 members 
Mstep: Class 66 contains 41251 members 
Mstep: Class 67 contains 1529 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 136 members 
Mstep: Class 71 contains 112704 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90725104.000000 Penalty: 48132.957031
Iteration 256Q: 74 clusters Score -9.07251e+07 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 98066 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 5834 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20843 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 43941 members 
Mstep: Class 9 contains 67946 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 89607 members 
Mstep: Class 14 contains 217615 members 
Mstep: Class 15 contains 11691 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 86286 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 4562 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 228192 members 
Mstep: Class 26 contains 5127 members 
Mstep: Class 27 contains 2638 members 
Mstep: Class 28 contains 43944 members 
Mstep: Class 29 contains 3660 members 
Mstep: Class 30 contains 232 members 
Mstep: Class 31 contains 113853 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 866 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 5783 members 
Mstep: Class 37 contains 14019 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37547 members 
Mstep: Class 40 contains 396 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 169611 members 
Mstep: Class 43 contains 10562 members 
Mstep: Class 44 contains 39984 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 7905 members 
Mstep: Class 48 contains 461 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 212300 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 4735 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 598 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 701 members 
Mstep: Class 64 contains 204599 members 
Mstep: Class 65 contains 13309 members 
Mstep: Class 66 contains 41836 members 
Mstep: Class 67 contains 1540 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 139 members 
Mstep: Class 71 contains 112083 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90726648.000000 Penalty: 48132.957031
Iteration 257Q: 74 clusters Score -9.072665e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 97849 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 5880 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20843 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 43419 members 
Mstep: Class 9 contains 67799 members 
Mstep: Class 10 contains 7123 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 2172 members 
Mstep: Class 13 contains 89502 members 
Mstep: Class 14 contains 217611 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 86017 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 2028 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 4558 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 226359 members 
Mstep: Class 26 contains 5101 members 
Mstep: Class 27 contains 2642 members 
Mstep: Class 28 contains 43927 members 
Mstep: Class 29 contains 3639 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 114883 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 866 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 5788 members 
Mstep: Class 37 contains 14257 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37543 members 
Mstep: Class 40 contains 396 members 
Mstep: Class 41 contains 1392 members 
Mstep: Class 42 contains 169535 members 
Mstep: Class 43 contains 10577 members 
Mstep: Class 44 contains 39245 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 7876 members 
Mstep: Class 48 contains 461 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 215135 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 4578 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 603 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 699 members 
Mstep: Class 64 contains 204662 members 
Mstep: Class 65 contains 13314 members 
Mstep: Class 66 contains 42399 members 
Mstep: Class 67 contains 1547 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 144 members 
Mstep: Class 71 contains 111533 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90728432.000000 Penalty: 48132.957031
Iteration 258Q: 74 clusters Score -9.072843e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 97655 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 5917 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20849 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 43181 members 
Mstep: Class 9 contains 67641 members 
Mstep: Class 10 contains 7124 members 
Mstep: Class 11 contains 1791 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 89396 members 
Mstep: Class 14 contains 217607 members 
Mstep: Class 15 contains 11507 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 86031 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2533 members 
Mstep: Class 23 contains 4545 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 224196 members 
Mstep: Class 26 contains 5079 members 
Mstep: Class 27 contains 2645 members 
Mstep: Class 28 contains 43904 members 
Mstep: Class 29 contains 3612 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 115921 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 14448 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37549 members 
Mstep: Class 40 contains 396 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 169428 members 
Mstep: Class 43 contains 10593 members 
Mstep: Class 44 contains 38466 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 7870 members 
Mstep: Class 48 contains 461 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 217714 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 141 members 
Mstep: Class 54 contains 1061 members 
Mstep: Class 55 contains 4462 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 607 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 698 members 
Mstep: Class 64 contains 204712 members 
Mstep: Class 65 contains 13338 members 
Mstep: Class 66 contains 42924 members 
Mstep: Class 67 contains 1545 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 111072 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90729968.000000 Penalty: 48132.957031
Iteration 259Q: 74 clusters Score -9.072997e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 97526 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20858 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 43127 members 
Mstep: Class 9 contains 67444 members 
Mstep: Class 10 contains 7125 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 89293 members 
Mstep: Class 14 contains 217603 members 
Mstep: Class 15 contains 11418 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 86324 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 4533 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 221967 members 
Mstep: Class 26 contains 5055 members 
Mstep: Class 27 contains 2654 members 
Mstep: Class 28 contains 43879 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 116891 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 867 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 5794 members 
Mstep: Class 37 contains 14639 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37553 members 
Mstep: Class 40 contains 396 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 169362 members 
Mstep: Class 43 contains 10614 members 
Mstep: Class 44 contains 37733 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 7852 members 
Mstep: Class 48 contains 461 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 219698 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 4331 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 610 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 204783 members 
Mstep: Class 65 contains 13383 members 
Mstep: Class 66 contains 43588 members 
Mstep: Class 67 contains 1543 members 
Mstep: Class 68 contains 112 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 149 members 
Mstep: Class 71 contains 110606 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90731264.000000 Penalty: 48132.957031
Iteration 260F: 74 clusters Score -9.073126e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 97438 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 5968 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20862 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 43270 members 
Mstep: Class 9 contains 67247 members 
Mstep: Class 10 contains 7125 members 
Mstep: Class 11 contains 1786 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 89198 members 
Mstep: Class 14 contains 217582 members 
Mstep: Class 15 contains 11323 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 86619 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 4522 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 219872 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 2655 members 
Mstep: Class 28 contains 43871 members 
Mstep: Class 29 contains 3582 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 117963 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 14914 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37543 members 
Mstep: Class 40 contains 395 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 169412 members 
Mstep: Class 43 contains 10627 members 
Mstep: Class 44 contains 37009 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 7832 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 221023 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 4307 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 615 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 696 members 
Mstep: Class 64 contains 204823 members 
Mstep: Class 65 contains 13451 members 
Mstep: Class 66 contains 44296 members 
Mstep: Class 67 contains 1544 members 
Mstep: Class 68 contains 118 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 109997 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90732216.000000 Penalty: 48132.957031
Iteration 261Q: 74 clusters Score -9.073222e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 97392 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20863 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 43577 members 
Mstep: Class 9 contains 67030 members 
Mstep: Class 10 contains 7126 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 2175 members 
Mstep: Class 13 contains 89116 members 
Mstep: Class 14 contains 217585 members 
Mstep: Class 15 contains 11239 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 86988 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2567 members 
Mstep: Class 23 contains 4509 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 218035 members 
Mstep: Class 26 contains 5007 members 
Mstep: Class 27 contains 2657 members 
Mstep: Class 28 contains 43858 members 
Mstep: Class 29 contains 3568 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 118965 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 872 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 15242 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37538 members 
Mstep: Class 40 contains 394 members 
Mstep: Class 41 contains 1386 members 
Mstep: Class 42 contains 169505 members 
Mstep: Class 43 contains 10631 members 
Mstep: Class 44 contains 36316 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 691 members 
Mstep: Class 47 contains 7802 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 221603 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1061 members 
Mstep: Class 55 contains 4264 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 620 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 697 members 
Mstep: Class 64 contains 204827 members 
Mstep: Class 65 contains 13521 members 
Mstep: Class 66 contains 45140 members 
Mstep: Class 67 contains 1548 members 
Mstep: Class 68 contains 123 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 109455 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90733848.000000 Penalty: 48132.957031
Iteration 262Q: 74 clusters Score -9.073385e+07 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 97356 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20852 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 43950 members 
Mstep: Class 9 contains 66800 members 
Mstep: Class 10 contains 7127 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 2176 members 
Mstep: Class 13 contains 89061 members 
Mstep: Class 14 contains 217579 members 
Mstep: Class 15 contains 11135 members 
Mstep: Class 16 contains 1360 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 87302 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 4495 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 216412 members 
Mstep: Class 26 contains 4986 members 
Mstep: Class 27 contains 2658 members 
Mstep: Class 28 contains 43859 members 
Mstep: Class 29 contains 3557 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 119853 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 874 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1051 members 
Mstep: Class 36 contains 5794 members 
Mstep: Class 37 contains 15625 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37528 members 
Mstep: Class 40 contains 394 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 169610 members 
Mstep: Class 43 contains 10635 members 
Mstep: Class 44 contains 35670 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 690 members 
Mstep: Class 47 contains 7774 members 
Mstep: Class 48 contains 455 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 221558 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 4222 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 278 members 
Mstep: Class 60 contains 630 members 
Mstep: Class 61 contains 552 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 696 members 
Mstep: Class 64 contains 204832 members 
Mstep: Class 65 contains 13622 members 
Mstep: Class 66 contains 46435 members 
Mstep: Class 67 contains 1548 members 
Mstep: Class 68 contains 128 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 158 members 
Mstep: Class 71 contains 108836 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90734912.000000 Penalty: 48132.957031
Iteration 263Q: 74 clusters Score -9.073491e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 97340 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 6043 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20844 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 44317 members 
Mstep: Class 9 contains 66548 members 
Mstep: Class 10 contains 7127 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 13 contains 89004 members 
Mstep: Class 14 contains 217563 members 
Mstep: Class 15 contains 11064 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 87571 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 215377 members 
Mstep: Class 26 contains 4972 members 
Mstep: Class 27 contains 2652 members 
Mstep: Class 28 contains 43842 members 
Mstep: Class 29 contains 3540 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 120841 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 5794 members 
Mstep: Class 37 contains 16030 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37530 members 
Mstep: Class 40 contains 394 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 169826 members 
Mstep: Class 43 contains 10629 members 
Mstep: Class 44 contains 35000 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 689 members 
Mstep: Class 47 contains 7752 members 
Mstep: Class 48 contains 454 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 220953 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1059 members 
Mstep: Class 55 contains 4167 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 276 members 
Mstep: Class 60 contains 638 members 
Mstep: Class 61 contains 554 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 693 members 
Mstep: Class 64 contains 204846 members 
Mstep: Class 65 contains 13720 members 
Mstep: Class 66 contains 47493 members 
Mstep: Class 67 contains 1558 members 
Mstep: Class 68 contains 131 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 108229 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90736152.000000 Penalty: 48132.957031
Iteration 264Q: 74 clusters Score -9.073615e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 97381 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 6090 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20839 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 44677 members 
Mstep: Class 9 contains 66292 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 2179 members 
Mstep: Class 13 contains 88942 members 
Mstep: Class 14 contains 217535 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 16 contains 1360 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 87681 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2608 members 
Mstep: Class 23 contains 4462 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 214625 members 
Mstep: Class 26 contains 4959 members 
Mstep: Class 27 contains 2649 members 
Mstep: Class 28 contains 43838 members 
Mstep: Class 29 contains 3534 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 121696 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 886 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1049 members 
Mstep: Class 36 contains 5794 members 
Mstep: Class 37 contains 16390 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37530 members 
Mstep: Class 40 contains 394 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 170153 members 
Mstep: Class 43 contains 10609 members 
Mstep: Class 44 contains 34339 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 689 members 
Mstep: Class 47 contains 7716 members 
Mstep: Class 48 contains 454 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 220020 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1059 members 
Mstep: Class 55 contains 4143 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 275 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 552 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 691 members 
Mstep: Class 64 contains 204830 members 
Mstep: Class 65 contains 13819 members 
Mstep: Class 66 contains 48792 members 
Mstep: Class 67 contains 1567 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 161 members 
Mstep: Class 71 contains 107627 members 
Mstep: Class 74 contains 349 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90737256.000000 Penalty: 48132.957031
Iteration 265Q: 74 clusters Score -9.073726e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 97415 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 6144 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20835 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 44970 members 
Mstep: Class 9 contains 66013 members 
Mstep: Class 10 contains 7130 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 2179 members 
Mstep: Class 13 contains 88885 members 
Mstep: Class 14 contains 217517 members 
Mstep: Class 15 contains 10909 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 87674 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2629 members 
Mstep: Class 23 contains 4445 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 214394 members 
Mstep: Class 26 contains 4958 members 
Mstep: Class 27 contains 2650 members 
Mstep: Class 28 contains 43810 members 
Mstep: Class 29 contains 3522 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 122586 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 890 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 5794 members 
Mstep: Class 37 contains 16774 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37531 members 
Mstep: Class 40 contains 394 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 170477 members 
Mstep: Class 43 contains 10585 members 
Mstep: Class 44 contains 33741 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7682 members 
Mstep: Class 48 contains 455 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 218739 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1061 members 
Mstep: Class 55 contains 4112 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 274 members 
Mstep: Class 60 contains 647 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 690 members 
Mstep: Class 64 contains 204840 members 
Mstep: Class 65 contains 13869 members 
Mstep: Class 66 contains 50193 members 
Mstep: Class 67 contains 1571 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 106850 members 
Mstep: Class 74 contains 350 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90738632.000000 Penalty: 48132.957031
Iteration 266Q: 74 clusters Score -9.073863e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 97460 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 6213 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20829 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 45199 members 
Mstep: Class 9 contains 65712 members 
Mstep: Class 10 contains 7132 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 2178 members 
Mstep: Class 13 contains 88836 members 
Mstep: Class 14 contains 217522 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 1360 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 87574 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 214540 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 43798 members 
Mstep: Class 29 contains 3497 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 123404 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 898 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 17152 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37530 members 
Mstep: Class 40 contains 394 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 170757 members 
Mstep: Class 43 contains 10567 members 
Mstep: Class 44 contains 33178 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7637 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 217283 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 4050 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 273 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 688 members 
Mstep: Class 64 contains 204804 members 
Mstep: Class 65 contains 13925 members 
Mstep: Class 66 contains 51627 members 
Mstep: Class 67 contains 1570 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 163 members 
Mstep: Class 71 contains 106141 members 
Mstep: Class 74 contains 351 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90739640.000000 Penalty: 48132.957031
Iteration 267Q: 74 clusters Score -9.073964e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 97512 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 6271 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20828 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 45371 members 
Mstep: Class 9 contains 65432 members 
Mstep: Class 10 contains 7137 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 13 contains 88775 members 
Mstep: Class 14 contains 217494 members 
Mstep: Class 15 contains 10737 members 
Mstep: Class 16 contains 1358 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 87240 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2630 members 
Mstep: Class 23 contains 4420 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 214834 members 
Mstep: Class 26 contains 4935 members 
Mstep: Class 27 contains 2662 members 
Mstep: Class 28 contains 43794 members 
Mstep: Class 29 contains 3483 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 124313 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 17521 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37519 members 
Mstep: Class 40 contains 393 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 171077 members 
Mstep: Class 43 contains 10570 members 
Mstep: Class 44 contains 32619 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7596 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 215914 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 4012 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 687 members 
Mstep: Class 64 contains 204747 members 
Mstep: Class 65 contains 13982 members 
Mstep: Class 66 contains 53033 members 
Mstep: Class 67 contains 1581 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 163 members 
Mstep: Class 71 contains 105405 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90740712.000000 Penalty: 48132.957031
Iteration 268Q: 74 clusters Score -9.074071e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 97582 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 6329 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 45405 members 
Mstep: Class 9 contains 65136 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 2175 members 
Mstep: Class 13 contains 88736 members 
Mstep: Class 14 contains 217466 members 
Mstep: Class 15 contains 10652 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 86834 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 215174 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 2666 members 
Mstep: Class 28 contains 43795 members 
Mstep: Class 29 contains 3463 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 125173 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 903 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 17862 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37513 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 171394 members 
Mstep: Class 43 contains 10564 members 
Mstep: Class 44 contains 32132 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7565 members 
Mstep: Class 48 contains 458 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 214691 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1061 members 
Mstep: Class 55 contains 3965 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 686 members 
Mstep: Class 64 contains 204713 members 
Mstep: Class 65 contains 14029 members 
Mstep: Class 66 contains 54482 members 
Mstep: Class 67 contains 1585 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 163 members 
Mstep: Class 71 contains 104599 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90741408.000000 Penalty: 48132.957031
Iteration 269Q: 74 clusters Score -9.074141e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 97602 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20843 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 45312 members 
Mstep: Class 9 contains 64847 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 88713 members 
Mstep: Class 14 contains 217431 members 
Mstep: Class 15 contains 10573 members 
Mstep: Class 16 contains 1360 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 86360 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 215641 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 2660 members 
Mstep: Class 28 contains 43793 members 
Mstep: Class 29 contains 3453 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 126093 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 909 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 18233 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37507 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 171672 members 
Mstep: Class 43 contains 10551 members 
Mstep: Class 44 contains 31654 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7559 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 213604 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 3924 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 204622 members 
Mstep: Class 65 contains 14089 members 
Mstep: Class 66 contains 55906 members 
Mstep: Class 67 contains 1593 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 103749 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90741920.000000 Penalty: 48132.957031
Iteration 270Q: 74 clusters Score -9.074192e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 97633 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20845 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 45154 members 
Mstep: Class 9 contains 64543 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 88678 members 
Mstep: Class 14 contains 217426 members 
Mstep: Class 15 contains 10492 members 
Mstep: Class 16 contains 1360 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 85801 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 216044 members 
Mstep: Class 26 contains 4924 members 
Mstep: Class 27 contains 2655 members 
Mstep: Class 28 contains 43793 members 
Mstep: Class 29 contains 3457 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 127008 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 916 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 18576 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37500 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 171946 members 
Mstep: Class 43 contains 10541 members 
Mstep: Class 44 contains 31190 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7559 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 212696 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 3904 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 204483 members 
Mstep: Class 65 contains 14150 members 
Mstep: Class 66 contains 57373 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 102905 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742056.000000 Penalty: 48132.957031
Iteration 271Q: 74 clusters Score -9.074206e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 97660 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 6464 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20845 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 44957 members 
Mstep: Class 9 contains 64262 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 88677 members 
Mstep: Class 14 contains 217409 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 85167 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 4390 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 216482 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 2660 members 
Mstep: Class 28 contains 43788 members 
Mstep: Class 29 contains 3450 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 127888 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 918 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1049 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 18936 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37494 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 172205 members 
Mstep: Class 43 contains 10548 members 
Mstep: Class 44 contains 30718 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7554 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 211844 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 3893 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 204377 members 
Mstep: Class 65 contains 14206 members 
Mstep: Class 66 contains 58855 members 
Mstep: Class 67 contains 1608 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 102054 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742344.000000 Penalty: 48132.957031
Iteration 272Q: 74 clusters Score -9.074234e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97660 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 6500 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20849 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 44695 members 
Mstep: Class 9 contains 63967 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 88678 members 
Mstep: Class 14 contains 217410 members 
Mstep: Class 15 contains 10290 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 84380 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2586 members 
Mstep: Class 23 contains 4385 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 217007 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 2672 members 
Mstep: Class 28 contains 43783 members 
Mstep: Class 29 contains 3450 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 128723 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 927 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 19342 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37494 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 172479 members 
Mstep: Class 43 contains 10569 members 
Mstep: Class 44 contains 30302 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7531 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 211197 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 3824 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 204279 members 
Mstep: Class 65 contains 14246 members 
Mstep: Class 66 contains 60218 members 
Mstep: Class 67 contains 1614 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 101241 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742664.000000 Penalty: 48132.957031
Iteration 273Q: 74 clusters Score -9.074266e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97651 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 44399 members 
Mstep: Class 9 contains 63664 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 88692 members 
Mstep: Class 14 contains 217419 members 
Mstep: Class 15 contains 10173 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 83602 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 217392 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 2677 members 
Mstep: Class 28 contains 43776 members 
Mstep: Class 29 contains 3439 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 129546 members 
Mstep: Class 32 contains 1210 members 
Mstep: Class 33 contains 931 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 19736 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37492 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 172737 members 
Mstep: Class 43 contains 10585 members 
Mstep: Class 44 contains 29910 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7519 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 210751 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1061 members 
Mstep: Class 55 contains 3724 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 204161 members 
Mstep: Class 65 contains 14295 members 
Mstep: Class 66 contains 61606 members 
Mstep: Class 67 contains 1625 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 100457 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90743128.000000 Penalty: 48132.957031
Iteration 274Q: 74 clusters Score -9.074313e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97617 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 6582 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20862 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 44066 members 
Mstep: Class 9 contains 63369 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 88702 members 
Mstep: Class 14 contains 217434 members 
Mstep: Class 15 contains 10061 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 82779 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2567 members 
Mstep: Class 23 contains 4369 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 217648 members 
Mstep: Class 26 contains 4924 members 
Mstep: Class 27 contains 2678 members 
Mstep: Class 28 contains 43782 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 130334 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 936 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 20094 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37483 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 173021 members 
Mstep: Class 43 contains 10593 members 
Mstep: Class 44 contains 29592 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7502 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 210548 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1060 members 
Mstep: Class 55 contains 3593 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 204036 members 
Mstep: Class 65 contains 14349 members 
Mstep: Class 66 contains 62973 members 
Mstep: Class 67 contains 1642 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 99672 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742488.000000 Penalty: 48132.957031
Iteration 275Q: 74 clusters Score -9.074249e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97576 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 6642 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20862 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 43723 members 
Mstep: Class 9 contains 63066 members 
Mstep: Class 10 contains 7137 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 88717 members 
Mstep: Class 14 contains 217447 members 
Mstep: Class 15 contains 9960 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 81972 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 4357 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218009 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 2672 members 
Mstep: Class 28 contains 43788 members 
Mstep: Class 29 contains 3416 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 131148 members 
Mstep: Class 32 contains 1209 members 
Mstep: Class 33 contains 934 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 20448 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37484 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 173282 members 
Mstep: Class 43 contains 10596 members 
Mstep: Class 44 contains 29290 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7499 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 210353 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1061 members 
Mstep: Class 55 contains 3468 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 203909 members 
Mstep: Class 65 contains 14389 members 
Mstep: Class 66 contains 64197 members 
Mstep: Class 67 contains 1649 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 98905 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742728.000000 Penalty: 48132.957031
Iteration 276Q: 74 clusters Score -9.074273e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97508 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 6698 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20875 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 43390 members 
Mstep: Class 9 contains 62778 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 88730 members 
Mstep: Class 14 contains 217450 members 
Mstep: Class 15 contains 9841 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 81160 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 4351 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218194 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 2673 members 
Mstep: Class 28 contains 43793 members 
Mstep: Class 29 contains 3401 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 131909 members 
Mstep: Class 32 contains 1210 members 
Mstep: Class 33 contains 943 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 20769 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37487 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 173567 members 
Mstep: Class 43 contains 10600 members 
Mstep: Class 44 contains 28993 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7496 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 210332 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 3306 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 203846 members 
Mstep: Class 65 contains 14404 members 
Mstep: Class 66 contains 65511 members 
Mstep: Class 67 contains 1657 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 98098 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742776.000000 Penalty: 48132.957031
Iteration 277Q: 74 clusters Score -9.074278e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97449 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6739 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20887 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 43088 members 
Mstep: Class 9 contains 62501 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 88749 members 
Mstep: Class 14 contains 217478 members 
Mstep: Class 15 contains 9709 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 80343 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2535 members 
Mstep: Class 23 contains 4341 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 218420 members 
Mstep: Class 26 contains 4924 members 
Mstep: Class 27 contains 2679 members 
Mstep: Class 28 contains 43786 members 
Mstep: Class 29 contains 3383 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 132498 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 944 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 21043 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37490 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 173884 members 
Mstep: Class 43 contains 10593 members 
Mstep: Class 44 contains 28771 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7504 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 210284 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 3151 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 203849 members 
Mstep: Class 65 contains 14389 members 
Mstep: Class 66 contains 66913 members 
Mstep: Class 67 contains 1667 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 97238 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742792.000000 Penalty: 48132.957031
Iteration 278Q: 74 clusters Score -9.074279e+07 nChanged 7146
Entering ConstructFrom: 
Score: -90742792.000000 Penalty: 48132.957031
Entering ConstructFrom: 
Trying to split cluster 1 (7425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Entering Unmasked Estep 
Score: -370691.031250 Penalty: 405.523682
	Iteration 0F: 2 clusters Score -370691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -365803.750000 Penalty: 811.047363
	Iteration 0F: 3 clusters Score -365803.8 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -367693.156250 Penalty: 811.047363
	Iteration 1F: 3 clusters Score -367693.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -367910.281250 Penalty: 811.047363
	Iteration 2F: 3 clusters Score -367910.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -368110.937500 Penalty: 811.047363
	Iteration 3F: 3 clusters Score -368110.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -368250.781250 Penalty: 811.047363
	Iteration 4Q: 3 clusters Score -368250.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -368412.656250 Penalty: 811.047363
	Iteration 5Q: 3 clusters Score -368412.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -368565.250000 Penalty: 811.047363
	Iteration 6Q: 3 clusters Score -368565.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -368770.000000 Penalty: 811.047363
	Iteration 7Q: 3 clusters Score -368770 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -368985.812500 Penalty: 811.047363
	Iteration 8Q: 3 clusters Score -368985.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -369193.937500 Penalty: 811.047363
	Iteration 9Q: 3 clusters Score -369193.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -369337.125000 Penalty: 811.047363
	Iteration 10Q: 3 clusters Score -369337.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -369422.781250 Penalty: 811.047363
	Iteration 11Q: 3 clusters Score -369422.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -369485.093750 Penalty: 811.047363
	Iteration 12Q: 3 clusters Score -369485.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -369526.437500 Penalty: 811.047363
	Iteration 13Q: 3 clusters Score -369526.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -369556.031250 Penalty: 811.047363
	Iteration 14Q: 3 clusters Score -369556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -369578.687500 Penalty: 811.047363
	Iteration 15Q: 3 clusters Score -369578.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -369601.281250 Penalty: 811.047363
	Iteration 16Q: 3 clusters Score -369601.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -369620.406250 Penalty: 811.047363
	Iteration 17Q: 3 clusters Score -369620.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -369642.468750 Penalty: 811.047363
	Iteration 18Q: 3 clusters Score -369642.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -369672.156250 Penalty: 811.047363
	Iteration 19Q: 3 clusters Score -369672.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -369720.218750 Penalty: 811.047363
	Iteration 20F: 3 clusters Score -369720.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -369774.031250 Penalty: 811.047363
	Iteration 21Q: 3 clusters Score -369774 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -369833.562500 Penalty: 811.047363
	Iteration 22Q: 3 clusters Score -369833.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -369892.906250 Penalty: 811.047363
	Iteration 23Q: 3 clusters Score -369892.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -369944.593750 Penalty: 811.047363
	Iteration 24Q: 3 clusters Score -369944.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -369988.656250 Penalty: 811.047363
	Iteration 25Q: 3 clusters Score -369988.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -370032.000000 Penalty: 811.047363
	Iteration 26Q: 3 clusters Score -370032 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -370075.062500 Penalty: 811.047363
	Iteration 27Q: 3 clusters Score -370075.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -370118.250000 Penalty: 811.047363
	Iteration 28Q: 3 clusters Score -370118.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -370165.812500 Penalty: 811.047363
	Iteration 29Q: 3 clusters Score -370165.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -370207.718750 Penalty: 811.047363
	Iteration 30Q: 3 clusters Score -370207.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -370243.562500 Penalty: 811.047363
	Iteration 31Q: 3 clusters Score -370243.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -370271.343750 Penalty: 811.047363
	Iteration 32Q: 3 clusters Score -370271.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -370293.781250 Penalty: 811.047363
	Iteration 33Q: 3 clusters Score -370293.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -370310.375000 Penalty: 811.047363
	Iteration 34Q: 3 clusters Score -370310.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -370324.531250 Penalty: 811.047363
	Iteration 35Q: 3 clusters Score -370324.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -370341.187500 Penalty: 811.047363
	Iteration 36Q: 3 clusters Score -370341.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -370352.781250 Penalty: 811.047363
	Iteration 37Q: 3 clusters Score -370352.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -370363.781250 Penalty: 811.047363
	Iteration 38Q: 3 clusters Score -370363.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -370369.000000 Penalty: 811.047363
	Iteration 39Q: 3 clusters Score -370369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -370378.718750 Penalty: 811.047363
	Iteration 40F: 3 clusters Score -370378.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -370392.625000 Penalty: 811.047363
	Iteration 41Q: 3 clusters Score -370392.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -370405.156250 Penalty: 811.047363
	Iteration 42Q: 3 clusters Score -370405.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -370414.500000 Penalty: 811.047363
	Iteration 43Q: 3 clusters Score -370414.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -370417.781250 Penalty: 811.047363
	Iteration 44Q: 3 clusters Score -370417.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -370421.375000 Penalty: 811.047363
	Iteration 45Q: 3 clusters Score -370421.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -370426.187500 Penalty: 811.047363
	Iteration 46Q: 3 clusters Score -370426.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -370428.937500 Penalty: 811.047363
	Iteration 47Q: 3 clusters Score -370428.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -370431.281250 Penalty: 811.047363
	Iteration 48Q: 3 clusters Score -370431.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -370433.281250 Penalty: 811.047363
	Iteration 49Q: 3 clusters Score -370433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -370435.218750 Penalty: 811.047363
	Iteration 50Q: 3 clusters Score -370435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -370436.750000 Penalty: 811.047363
	Iteration 51Q: 3 clusters Score -370436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -370438.562500 Penalty: 811.047363
	Iteration 52Q: 3 clusters Score -370438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -370438.218750 Penalty: 811.047363
	Iteration 53Q: 3 clusters Score -370438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -370440.250000 Penalty: 811.047363
	Iteration 54Q: 3 clusters Score -370440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -370440.531250 Penalty: 811.047363
	Iteration 55Q: 3 clusters Score -370440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -370442.000000 Penalty: 811.047363
	Iteration 56Q: 3 clusters Score -370442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -370442.312500 Penalty: 811.047363
	Iteration 57Q: 3 clusters Score -370442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -370442.312500 Penalty: 811.047363
	Iteration 58F: 3 clusters Score -370442.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (97406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Entering Unmasked Estep 
Score: -4677315.500000 Penalty: 522.642273
	Iteration 0F: 2 clusters Score -4677316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -4611878.000000 Penalty: 1045.284546
	Iteration 0F: 3 clusters Score -4611878 nChanged 47278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -4641949.500000 Penalty: 1045.284546
	Iteration 1F: 3 clusters Score -4641950 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -4645108.000000 Penalty: 1045.284546
	Iteration 2F: 3 clusters Score -4645108 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -4650298.500000 Penalty: 1045.284546
	Iteration 3F: 3 clusters Score -4650298 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -4658138.500000 Penalty: 1045.284546
	Iteration 4F: 3 clusters Score -4658138 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -4667233.500000 Penalty: 1045.284546
	Iteration 5F: 3 clusters Score -4667234 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 93949 members 
Entering Unmasked Estep 
Score: -4673617.000000 Penalty: 1045.284546
	Iteration 6F: 3 clusters Score -4673617 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 96344 members 
Entering Unmasked Estep 
Score: -4675924.500000 Penalty: 1045.284546
	Iteration 7Q: 3 clusters Score -4675924 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -4676556.000000 Penalty: 1045.284546
	Iteration 8Q: 3 clusters Score -4676556 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 97270 members 
Entering Unmasked Estep 
Score: -4676735.500000 Penalty: 1045.284546
	Iteration 9Q: 3 clusters Score -4676736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -4676795.000000 Penalty: 1045.284546
	Iteration 10Q: 3 clusters Score -4676795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -4676834.500000 Penalty: 1045.284546
	Iteration 11Q: 3 clusters Score -4676834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -4676847.500000 Penalty: 1045.284546
	Iteration 12Q: 3 clusters Score -4676848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 97353 members 
Entering Unmasked Estep 
Score: -4676852.000000 Penalty: 1045.284546
	Iteration 13Q: 3 clusters Score -4676852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -4676849.000000 Penalty: 1045.284546
	Iteration 14Q: 3 clusters Score -4676849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -4676849.000000 Penalty: 1045.284546
	Iteration 15F: 3 clusters Score -4676849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -68766.867188 Penalty: 330.925720
	Iteration 0F: 2 clusters Score -68766.87 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 723 members 
Entering Unmasked Estep 
Score: -67694.179688 Penalty: 661.851440
	Iteration 0F: 3 clusters Score -67694.18 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -68035.773438 Penalty: 661.851440
	Iteration 1F: 3 clusters Score -68035.77 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -68147.210938 Penalty: 661.851440
	Iteration 2F: 3 clusters Score -68147.21 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -68255.187500 Penalty: 661.851440
	Iteration 3F: 3 clusters Score -68255.19 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -68335.984375 Penalty: 661.851440
	Iteration 4F: 3 clusters Score -68335.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -68392.851562 Penalty: 661.851440
	Iteration 5F: 3 clusters Score -68392.85 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -68426.351562 Penalty: 661.851440
	Iteration 6Q: 3 clusters Score -68426.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -68455.046875 Penalty: 661.851440
	Iteration 7Q: 3 clusters Score -68455.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -68475.382812 Penalty: 661.851440
	Iteration 8Q: 3 clusters Score -68475.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -68480.882812 Penalty: 661.851440
	Iteration 9Q: 3 clusters Score -68480.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -68484.085938 Penalty: 661.851440
	Iteration 10Q: 3 clusters Score -68484.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -68487.000000 Penalty: 661.851440
	Iteration 11Q: 3 clusters Score -68487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -68489.578125 Penalty: 661.851440
	Iteration 12Q: 3 clusters Score -68489.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -68493.507812 Penalty: 661.851440
	Iteration 13Q: 3 clusters Score -68493.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -68494.968750 Penalty: 661.851440
	Iteration 14Q: 3 clusters Score -68494.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -68495.187500 Penalty: 661.851440
	Iteration 15Q: 3 clusters Score -68495.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -68495.187500 Penalty: 661.851440
	Iteration 16F: 3 clusters Score -68495.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Entering Unmasked Estep 
Score: -340672.937500 Penalty: 401.301483
	Iteration 0F: 2 clusters Score -340672.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -336102.968750 Penalty: 802.602966
	Iteration 0F: 3 clusters Score -336103 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -337993.156250 Penalty: 802.602966
	Iteration 1F: 3 clusters Score -337993.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -338207.093750 Penalty: 802.602966
	Iteration 2F: 3 clusters Score -338207.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -338517.281250 Penalty: 802.602966
	Iteration 3F: 3 clusters Score -338517.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -338919.843750 Penalty: 802.602966
	Iteration 4F: 3 clusters Score -338919.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -339355.093750 Penalty: 802.602966
	Iteration 5F: 3 clusters Score -339355.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -339721.562500 Penalty: 802.602966
	Iteration 6F: 3 clusters Score -339721.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -339984.000000 Penalty: 802.602966
	Iteration 7Q: 3 clusters Score -339984 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -340131.843750 Penalty: 802.602966
	Iteration 8Q: 3 clusters Score -340131.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -340228.656250 Penalty: 802.602966
	Iteration 9Q: 3 clusters Score -340228.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -340282.375000 Penalty: 802.602966
	Iteration 10Q: 3 clusters Score -340282.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -340313.750000 Penalty: 802.602966
	Iteration 11Q: 3 clusters Score -340313.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -340331.968750 Penalty: 802.602966
	Iteration 12Q: 3 clusters Score -340332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -340339.187500 Penalty: 802.602966
	Iteration 13Q: 3 clusters Score -340339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -340344.375000 Penalty: 802.602966
	Iteration 14Q: 3 clusters Score -340344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -340347.187500 Penalty: 802.602966
	Iteration 15Q: 3 clusters Score -340347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -340349.500000 Penalty: 802.602966
	Iteration 16Q: 3 clusters Score -340349.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -340352.218750 Penalty: 802.602966
	Iteration 17Q: 3 clusters Score -340352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -340352.000000 Penalty: 802.602966
	Iteration 18Q: 3 clusters Score -340352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -340353.593750 Penalty: 802.602966
	Iteration 19Q: 3 clusters Score -340353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -340353.593750 Penalty: 802.602966
	Iteration 20F: 3 clusters Score -340353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -14694.369141 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -14694.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14329.512695 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -14329.51 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14441.897461 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -14441.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14465.745117 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -14465.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14483.097656 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -14483.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14490.672852 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -14490.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14497.724609 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -14497.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14502.329102 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -14502.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14511.843750 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -14511.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14527.872070 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -14527.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14540.288086 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -14540.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14549.810547 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -14549.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14558.596680 Penalty: 515.329407
	Iteration 11Q: 3 clusters Score -14558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14564.580078 Penalty: 515.329407
	Iteration 12Q: 3 clusters Score -14564.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14567.416992 Penalty: 515.329407
	Iteration 13Q: 3 clusters Score -14567.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14579.368164 Penalty: 515.329407
	Iteration 14Q: 3 clusters Score -14579.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14587.271484 Penalty: 515.329407
	Iteration 15Q: 3 clusters Score -14587.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14591.488281 Penalty: 515.329407
	Iteration 16Q: 3 clusters Score -14591.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14592.377930 Penalty: 515.329407
	Iteration 17Q: 3 clusters Score -14592.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14593.169922 Penalty: 515.329407
	Iteration 18Q: 3 clusters Score -14593.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14593.169922 Penalty: 515.329407
	Iteration 19F: 3 clusters Score -14593.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Entering Unmasked Estep 
Score: -985715.937500 Penalty: 452.631042
	Iteration 0F: 2 clusters Score -985715.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -971778.187500 Penalty: 905.262085
	Iteration 0F: 3 clusters Score -971778.2 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -977720.937500 Penalty: 905.262085
	Iteration 1F: 3 clusters Score -977720.9 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -978174.250000 Penalty: 905.262085
	Iteration 2F: 3 clusters Score -978174.2 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -978666.250000 Penalty: 905.262085
	Iteration 3F: 3 clusters Score -978666.2 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -979217.062500 Penalty: 905.262085
	Iteration 4F: 3 clusters Score -979217.1 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -979819.937500 Penalty: 905.262085
	Iteration 5F: 3 clusters Score -979819.9 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -980541.375000 Penalty: 905.262085
	Iteration 6F: 3 clusters Score -980541.4 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -981240.812500 Penalty: 905.262085
	Iteration 7F: 3 clusters Score -981240.8 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -982017.062500 Penalty: 905.262085
	Iteration 8F: 3 clusters Score -982017.1 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -982708.250000 Penalty: 905.262085
	Iteration 9F: 3 clusters Score -982708.2 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -983085.250000 Penalty: 905.262085
	Iteration 10Q: 3 clusters Score -983085.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -983236.250000 Penalty: 905.262085
	Iteration 11Q: 3 clusters Score -983236.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -983284.562500 Penalty: 905.262085
	Iteration 12Q: 3 clusters Score -983284.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -983310.375000 Penalty: 905.262085
	Iteration 13Q: 3 clusters Score -983310.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -983331.250000 Penalty: 905.262085
	Iteration 14Q: 3 clusters Score -983331.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -983344.875000 Penalty: 905.262085
	Iteration 15Q: 3 clusters Score -983344.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -983356.125000 Penalty: 905.262085
	Iteration 16Q: 3 clusters Score -983356.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -983369.687500 Penalty: 905.262085
	Iteration 17Q: 3 clusters Score -983369.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -983382.937500 Penalty: 905.262085
	Iteration 18Q: 3 clusters Score -983382.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -983387.875000 Penalty: 905.262085
	Iteration 19Q: 3 clusters Score -983387.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -983394.250000 Penalty: 905.262085
	Iteration 20F: 3 clusters Score -983394.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -983399.312500 Penalty: 905.262085
	Iteration 21Q: 3 clusters Score -983399.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -983402.437500 Penalty: 905.262085
	Iteration 22Q: 3 clusters Score -983402.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -983409.187500 Penalty: 905.262085
	Iteration 23Q: 3 clusters Score -983409.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -983412.125000 Penalty: 905.262085
	Iteration 24Q: 3 clusters Score -983412.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -983419.687500 Penalty: 905.262085
	Iteration 25Q: 3 clusters Score -983419.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -983422.687500 Penalty: 905.262085
	Iteration 26Q: 3 clusters Score -983422.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -983430.375000 Penalty: 905.262085
	Iteration 27Q: 3 clusters Score -983430.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -983432.000000 Penalty: 905.262085
	Iteration 28Q: 3 clusters Score -983432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -983432.312500 Penalty: 905.262085
	Iteration 29Q: 3 clusters Score -983432.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -983438.625000 Penalty: 905.262085
	Iteration 30Q: 3 clusters Score -983438.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -983444.125000 Penalty: 905.262085
	Iteration 31Q: 3 clusters Score -983444.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -983455.937500 Penalty: 905.262085
	Iteration 32Q: 3 clusters Score -983455.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -983463.062500 Penalty: 905.262085
	Iteration 33Q: 3 clusters Score -983463.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -983480.062500 Penalty: 905.262085
	Iteration 34Q: 3 clusters Score -983480.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -983492.187500 Penalty: 905.262085
	Iteration 35Q: 3 clusters Score -983492.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -983504.000000 Penalty: 905.262085
	Iteration 36Q: 3 clusters Score -983504 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -983518.062500 Penalty: 905.262085
	Iteration 37Q: 3 clusters Score -983518.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -983533.000000 Penalty: 905.262085
	Iteration 38Q: 3 clusters Score -983533 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -983549.312500 Penalty: 905.262085
	Iteration 39Q: 3 clusters Score -983549.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -983574.000000 Penalty: 905.262085
	Iteration 40F: 3 clusters Score -983574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -983596.500000 Penalty: 905.262085
	Iteration 41Q: 3 clusters Score -983596.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -983616.000000 Penalty: 905.262085
	Iteration 42Q: 3 clusters Score -983616 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -983637.812500 Penalty: 905.262085
	Iteration 43Q: 3 clusters Score -983637.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -983657.187500 Penalty: 905.262085
	Iteration 44Q: 3 clusters Score -983657.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -983676.562500 Penalty: 905.262085
	Iteration 45Q: 3 clusters Score -983676.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -983699.375000 Penalty: 905.262085
	Iteration 46Q: 3 clusters Score -983699.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -983730.687500 Penalty: 905.262085
	Iteration 47Q: 3 clusters Score -983730.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -983763.750000 Penalty: 905.262085
	Iteration 48Q: 3 clusters Score -983763.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -983796.312500 Penalty: 905.262085
	Iteration 49Q: 3 clusters Score -983796.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -983834.437500 Penalty: 905.262085
	Iteration 50Q: 3 clusters Score -983834.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -983867.812500 Penalty: 905.262085
	Iteration 51Q: 3 clusters Score -983867.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -983903.750000 Penalty: 905.262085
	Iteration 52Q: 3 clusters Score -983903.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -983937.437500 Penalty: 905.262085
	Iteration 53Q: 3 clusters Score -983937.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -983973.812500 Penalty: 905.262085
	Iteration 54Q: 3 clusters Score -983973.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -984018.687500 Penalty: 905.262085
	Iteration 55Q: 3 clusters Score -984018.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -984071.562500 Penalty: 905.262085
	Iteration 56Q: 3 clusters Score -984071.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -984129.187500 Penalty: 905.262085
	Iteration 57Q: 3 clusters Score -984129.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -984194.625000 Penalty: 905.262085
	Iteration 58Q: 3 clusters Score -984194.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -984256.937500 Penalty: 905.262085
	Iteration 59Q: 3 clusters Score -984256.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -984318.062500 Penalty: 905.262085
	Iteration 60F: 3 clusters Score -984318.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -984375.187500 Penalty: 905.262085
	Iteration 61Q: 3 clusters Score -984375.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -984431.812500 Penalty: 905.262085
	Iteration 62Q: 3 clusters Score -984431.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -984491.625000 Penalty: 905.262085
	Iteration 63Q: 3 clusters Score -984491.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -984542.562500 Penalty: 905.262085
	Iteration 64Q: 3 clusters Score -984542.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -984582.500000 Penalty: 905.262085
	Iteration 65Q: 3 clusters Score -984582.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -984616.187500 Penalty: 905.262085
	Iteration 66Q: 3 clusters Score -984616.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -984667.062500 Penalty: 905.262085
	Iteration 67Q: 3 clusters Score -984667.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -984713.687500 Penalty: 905.262085
	Iteration 68Q: 3 clusters Score -984713.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -984761.500000 Penalty: 905.262085
	Iteration 69Q: 3 clusters Score -984761.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -984809.812500 Penalty: 905.262085
	Iteration 70Q: 3 clusters Score -984809.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -984856.312500 Penalty: 905.262085
	Iteration 71Q: 3 clusters Score -984856.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -984906.812500 Penalty: 905.262085
	Iteration 72Q: 3 clusters Score -984906.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -984964.937500 Penalty: 905.262085
	Iteration 73Q: 3 clusters Score -984964.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -985009.187500 Penalty: 905.262085
	Iteration 74Q: 3 clusters Score -985009.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -985042.125000 Penalty: 905.262085
	Iteration 75Q: 3 clusters Score -985042.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -985075.062500 Penalty: 905.262085
	Iteration 76Q: 3 clusters Score -985075.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -985111.687500 Penalty: 905.262085
	Iteration 77Q: 3 clusters Score -985111.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -985160.375000 Penalty: 905.262085
	Iteration 78Q: 3 clusters Score -985160.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -985198.875000 Penalty: 905.262085
	Iteration 79Q: 3 clusters Score -985198.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -985242.625000 Penalty: 905.262085
	Iteration 80F: 3 clusters Score -985242.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -985268.687500 Penalty: 905.262085
	Iteration 81Q: 3 clusters Score -985268.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -985289.625000 Penalty: 905.262085
	Iteration 82Q: 3 clusters Score -985289.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -985313.312500 Penalty: 905.262085
	Iteration 83Q: 3 clusters Score -985313.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -985328.375000 Penalty: 905.262085
	Iteration 84Q: 3 clusters Score -985328.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -985349.187500 Penalty: 905.262085
	Iteration 85Q: 3 clusters Score -985349.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -985367.312500 Penalty: 905.262085
	Iteration 86Q: 3 clusters Score -985367.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -985381.687500 Penalty: 905.262085
	Iteration 87Q: 3 clusters Score -985381.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -985394.375000 Penalty: 905.262085
	Iteration 88Q: 3 clusters Score -985394.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -985404.062500 Penalty: 905.262085
	Iteration 89Q: 3 clusters Score -985404.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -985411.812500 Penalty: 905.262085
	Iteration 90Q: 3 clusters Score -985411.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -985420.687500 Penalty: 905.262085
	Iteration 91Q: 3 clusters Score -985420.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -985427.812500 Penalty: 905.262085
	Iteration 92Q: 3 clusters Score -985427.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -985433.062500 Penalty: 905.262085
	Iteration 93Q: 3 clusters Score -985433.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -985436.562500 Penalty: 905.262085
	Iteration 94Q: 3 clusters Score -985436.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -985438.750000 Penalty: 905.262085
	Iteration 95Q: 3 clusters Score -985438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -985439.125000 Penalty: 905.262085
	Iteration 96Q: 3 clusters Score -985439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -985439.250000 Penalty: 905.262085
	Iteration 97Q: 3 clusters Score -985439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -985439.500000 Penalty: 905.262085
	Iteration 98Q: 3 clusters Score -985439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -985440.625000 Penalty: 905.262085
	Iteration 99Q: 3 clusters Score -985440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -985439.750000 Penalty: 905.262085
	Iteration 100F: 3 clusters Score -985439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -985441.812500 Penalty: 905.262085
	Iteration 101Q: 3 clusters Score -985441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -985441.562500 Penalty: 905.262085
	Iteration 102Q: 3 clusters Score -985441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -985444.312500 Penalty: 905.262085
	Iteration 103Q: 3 clusters Score -985444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -985444.312500 Penalty: 905.262085
	Iteration 104Q: 3 clusters Score -985444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -985444.312500 Penalty: 905.262085
	Iteration 105Q: 3 clusters Score -985444.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -985449.000000 Penalty: 905.262085
	Iteration 106Q: 3 clusters Score -985449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -985455.000000 Penalty: 905.262085
	Iteration 107Q: 3 clusters Score -985455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -985461.500000 Penalty: 905.262085
	Iteration 108Q: 3 clusters Score -985461.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -985468.750000 Penalty: 905.262085
	Iteration 109Q: 3 clusters Score -985468.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -985472.437500 Penalty: 905.262085
	Iteration 110Q: 3 clusters Score -985472.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -985478.875000 Penalty: 905.262085
	Iteration 111Q: 3 clusters Score -985478.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -985484.750000 Penalty: 905.262085
	Iteration 112Q: 3 clusters Score -985484.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -985493.312500 Penalty: 905.262085
	Iteration 113Q: 3 clusters Score -985493.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -985503.312500 Penalty: 905.262085
	Iteration 114Q: 3 clusters Score -985503.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -985509.062500 Penalty: 905.262085
	Iteration 115Q: 3 clusters Score -985509.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -985515.375000 Penalty: 905.262085
	Iteration 116Q: 3 clusters Score -985515.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -985522.937500 Penalty: 905.262085
	Iteration 117Q: 3 clusters Score -985522.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -985524.562500 Penalty: 905.262085
	Iteration 118Q: 3 clusters Score -985524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -985525.250000 Penalty: 905.262085
	Iteration 119Q: 3 clusters Score -985525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -985526.375000 Penalty: 905.262085
	Iteration 120F: 3 clusters Score -985526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -985527.250000 Penalty: 905.262085
	Iteration 121Q: 3 clusters Score -985527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -985527.062500 Penalty: 905.262085
	Iteration 122Q: 3 clusters Score -985527.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -985527.062500 Penalty: 905.262085
	Iteration 123F: 3 clusters Score -985527.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -14833.209961 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -14833.21 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 148 members 
Entering Unmasked Estep 
Score: -14457.453125 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -14457.45 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14558.901367 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -14558.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14582.500977 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -14582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14602.626953 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -14602.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14643.795898 Penalty: 519.347046
	Iteration 4F: 3 clusters Score -14643.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14667.568359 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -14667.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14677.320312 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -14677.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14678.952148 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -14678.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14679.292969 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -14679.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14679.292969 Penalty: 519.347046
	Iteration 9F: 3 clusters Score -14679.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Entering Unmasked Estep 
Score: -2218594.000000 Penalty: 485.204071
	Iteration 0F: 2 clusters Score -2218594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2189912.500000 Penalty: 970.408142
	Iteration 0F: 3 clusters Score -2189912 nChanged 20668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2202794.250000 Penalty: 970.408142
	Iteration 1F: 3 clusters Score -2202794 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2203601.250000 Penalty: 970.408142
	Iteration 2Q: 3 clusters Score -2203601 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2204927.750000 Penalty: 970.408142
	Iteration 3F: 3 clusters Score -2204928 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2207261.500000 Penalty: 970.408142
	Iteration 4F: 3 clusters Score -2207262 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2210834.750000 Penalty: 970.408142
	Iteration 5F: 3 clusters Score -2210835 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2213536.500000 Penalty: 970.408142
	Iteration 6F: 3 clusters Score -2213536 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2214350.000000 Penalty: 970.408142
	Iteration 7Q: 3 clusters Score -2214350 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2214567.250000 Penalty: 970.408142
	Iteration 8Q: 3 clusters Score -2214567 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2214664.250000 Penalty: 970.408142
	Iteration 9Q: 3 clusters Score -2214664 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2214747.750000 Penalty: 970.408142
	Iteration 10Q: 3 clusters Score -2214748 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2214802.000000 Penalty: 970.408142
	Iteration 11Q: 3 clusters Score -2214802 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2214845.750000 Penalty: 970.408142
	Iteration 12Q: 3 clusters Score -2214846 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2214873.750000 Penalty: 970.408142
	Iteration 13Q: 3 clusters Score -2214874 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2214906.250000 Penalty: 970.408142
	Iteration 14Q: 3 clusters Score -2214906 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2214931.250000 Penalty: 970.408142
	Iteration 15Q: 3 clusters Score -2214931 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2214936.250000 Penalty: 970.408142
	Iteration 16Q: 3 clusters Score -2214936 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2214953.750000 Penalty: 970.408142
	Iteration 17Q: 3 clusters Score -2214954 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2214970.000000 Penalty: 970.408142
	Iteration 18Q: 3 clusters Score -2214970 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2214981.500000 Penalty: 970.408142
	Iteration 19Q: 3 clusters Score -2214982 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2214987.750000 Penalty: 970.408142
	Iteration 20F: 3 clusters Score -2214988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2214994.250000 Penalty: 970.408142
	Iteration 21Q: 3 clusters Score -2214994 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2215014.000000 Penalty: 970.408142
	Iteration 22Q: 3 clusters Score -2215014 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2215036.750000 Penalty: 970.408142
	Iteration 23Q: 3 clusters Score -2215037 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2215052 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2215077 nChanged 189
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Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2215133 nChanged 220
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Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2215164 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2215200 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2215246 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2215298 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2215358 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2215430 nChanged 313
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Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2215500 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2215583 nChanged 322
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Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2215670 nChanged 334
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Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2215771 nChanged 333
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Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2215863 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2215949.250000 Penalty: 970.408142
	Iteration 38Q: 3 clusters Score -2215949 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2216016.250000 Penalty: 970.408142
	Iteration 39Q: 3 clusters Score -2216016 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2216078.250000 Penalty: 970.408142
	Iteration 40F: 3 clusters Score -2216078 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2216130.750000 Penalty: 970.408142
	Iteration 41Q: 3 clusters Score -2216131 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2216183.500000 Penalty: 970.408142
	Iteration 42Q: 3 clusters Score -2216184 nChanged 219
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Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2216207.000000 Penalty: 970.408142
	Iteration 43Q: 3 clusters Score -2216207 nChanged 221
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Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2216245.000000 Penalty: 970.408142
	Iteration 44Q: 3 clusters Score -2216245 nChanged 221
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Mstep: Class 1 contains 29817 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2216292 nChanged 219
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Mstep: Class 1 contains 29980 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2216336 nChanged 212
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Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2216381.250000 Penalty: 970.408142
	Iteration 47Q: 3 clusters Score -2216381 nChanged 208
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Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2216425.250000 Penalty: 970.408142
	Iteration 48Q: 3 clusters Score -2216425 nChanged 192
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Mstep: Class 1 contains 30422 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2216448 nChanged 171
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Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2216487.750000 Penalty: 970.408142
	Iteration 50Q: 3 clusters Score -2216488 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2216507.250000 Penalty: 970.408142
	Iteration 51Q: 3 clusters Score -2216507 nChanged 178
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Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2216536 nChanged 179
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Mstep: Class 1 contains 31034 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2216563 nChanged 191
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Mstep: Class 1 contains 31219 members 
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Entering Unmasked Estep 
Score: -2216593.500000 Penalty: 970.408142
	Iteration 54Q: 3 clusters Score -2216594 nChanged 199
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Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2216633 nChanged 197
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Mstep: Class 1 contains 31607 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2216676 nChanged 209
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Mstep: Class 1 contains 31810 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2216702 nChanged 205
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Entering Unmasked Estep 
Score: -2216739.000000 Penalty: 970.408142
	Iteration 58Q: 3 clusters Score -2216739 nChanged 226
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Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2216780 nChanged 230
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Mstep: Class 1 contains 32461 members 
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Entering Unmasked Estep 
Score: -2216819.000000 Penalty: 970.408142
	Iteration 60F: 3 clusters Score -2216819 nChanged 217
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Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2216862 nChanged 193
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Mstep: Class 1 contains 32871 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2216898 nChanged 184
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Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2216925 nChanged 190
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Mstep: Class 1 contains 33245 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2216958 nChanged 206
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Mstep: Class 1 contains 33451 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2216981 nChanged 208
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Mstep: Class 1 contains 33659 members 
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Entering Unmasked Estep 
Score: -2217018.750000 Penalty: 970.408142
	Iteration 66Q: 3 clusters Score -2217019 nChanged 188
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Mstep: Class 1 contains 33845 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2217045 nChanged 182
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Mstep: Class 1 contains 34027 members 
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Entering Unmasked Estep 
Score: -2217071.000000 Penalty: 970.408142
	Iteration 68Q: 3 clusters Score -2217071 nChanged 168
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Mstep: Class 1 contains 34195 members 
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Entering Unmasked Estep 
Score: -2217097.000000 Penalty: 970.408142
	Iteration 69Q: 3 clusters Score -2217097 nChanged 157
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Mstep: Class 1 contains 34352 members 
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Entering Unmasked Estep 
Score: -2217116.000000 Penalty: 970.408142
	Iteration 70Q: 3 clusters Score -2217116 nChanged 180
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Mstep: Class 1 contains 34532 members 
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Entering Unmasked Estep 
Score: -2217142.000000 Penalty: 970.408142
	Iteration 71Q: 3 clusters Score -2217142 nChanged 186
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Mstep: Class 1 contains 34718 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2217176 nChanged 174
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2217204 nChanged 170
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Mstep: Class 1 contains 35060 members 
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Entering Unmasked Estep 
Score: -2217232.750000 Penalty: 970.408142
	Iteration 74Q: 3 clusters Score -2217233 nChanged 149
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2217252 nChanged 152
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2217270 nChanged 162
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2217304 nChanged 185
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Mstep: Class 1 contains 35706 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2217322 nChanged 168
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Mstep: Class 1 contains 35874 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2217343 nChanged 182
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Mstep: Class 1 contains 36056 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2217379 nChanged 185
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Mstep: Class 1 contains 36241 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2217413 nChanged 192
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Mstep: Class 1 contains 36433 members 
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Entering Unmasked Estep 
Score: -2217441.000000 Penalty: 970.408142
	Iteration 82Q: 3 clusters Score -2217441 nChanged 180
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Mstep: Class 1 contains 36613 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2217466 nChanged 189
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Mstep: Class 1 contains 36802 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2217506 nChanged 214
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Mstep: Class 1 contains 37016 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2217548 nChanged 196
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Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2217571.750000 Penalty: 970.408142
	Iteration 86Q: 3 clusters Score -2217572 nChanged 199
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Mstep: Class 1 contains 37411 members 
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Entering Unmasked Estep 
Score: -2217605.000000 Penalty: 970.408142
	Iteration 87Q: 3 clusters Score -2217605 nChanged 165
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Mstep: Class 1 contains 37576 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2217635 nChanged 183
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2217662 nChanged 193
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2217704 nChanged 184
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2217744 nChanged 183
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2217781 nChanged 174
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2217808 nChanged 171
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2217832 nChanged 137
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2217852 nChanged 121
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2217873 nChanged 121
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2217892 nChanged 113
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2217910 nChanged 105
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2217924 nChanged 111
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2217946 nChanged 94
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2217962 nChanged 117
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2217977 nChanged 109
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2217996 nChanged 115
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2218018 nChanged 99
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2218035 nChanged 88
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2218049 nChanged 91
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2218063 nChanged 88
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2218085 nChanged 83
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	Iteration 109Q: 3 clusters Score -2218095 nChanged 85
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2218108 nChanged 84
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2218128 nChanged 59
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2218136 nChanged 68
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2218148 nChanged 62
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2218169 nChanged 72
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2218180 nChanged 65
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2218191 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2218203.500000 Penalty: 970.408142
	Iteration 117Q: 3 clusters Score -2218204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2218205.000000 Penalty: 970.408142
	Iteration 118Q: 3 clusters Score -2218205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2218209.250000 Penalty: 970.408142
	Iteration 119Q: 3 clusters Score -2218209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2218201.500000 Penalty: 970.408142
	Iteration 120F: 3 clusters Score -2218202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2218202.250000 Penalty: 970.408142
	Iteration 121Q: 3 clusters Score -2218202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2218205.000000 Penalty: 970.408142
	Iteration 122Q: 3 clusters Score -2218205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2218204.750000 Penalty: 970.408142
	Iteration 123Q: 3 clusters Score -2218205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2218209.000000 Penalty: 970.408142
	Iteration 124Q: 3 clusters Score -2218209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2218208.250000 Penalty: 970.408142
	Iteration 125Q: 3 clusters Score -2218208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2218216.250000 Penalty: 970.408142
	Iteration 126Q: 3 clusters Score -2218216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2218221.250000 Penalty: 970.408142
	Iteration 127Q: 3 clusters Score -2218221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2218222.750000 Penalty: 970.408142
	Iteration 128Q: 3 clusters Score -2218223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2218229.250000 Penalty: 970.408142
	Iteration 129Q: 3 clusters Score -2218229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2218227.500000 Penalty: 970.408142
	Iteration 130Q: 3 clusters Score -2218228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2218231.000000 Penalty: 970.408142
	Iteration 131Q: 3 clusters Score -2218231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2218230.500000 Penalty: 970.408142
	Iteration 132Q: 3 clusters Score -2218230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2218234.250000 Penalty: 970.408142
	Iteration 133Q: 3 clusters Score -2218234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2218234.250000 Penalty: 970.408142
	Iteration 134Q: 3 clusters Score -2218234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2218234.000000 Penalty: 970.408142
	Iteration 135Q: 3 clusters Score -2218234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2218233.250000 Penalty: 970.408142
	Iteration 136Q: 3 clusters Score -2218233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2218234.000000 Penalty: 970.408142
	Iteration 137Q: 3 clusters Score -2218234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2218234.000000 Penalty: 970.408142
	Iteration 138F: 3 clusters Score -2218234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Entering Unmasked Estep 
Score: -3039789.750000 Penalty: 502.246460
	Iteration 0F: 2 clusters Score -3039790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -2997992.250000 Penalty: 1004.492920
	Iteration 0F: 3 clusters Score -2997992 nChanged 30161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3016333.750000 Penalty: 1004.492920
	Iteration 1F: 3 clusters Score -3016334 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3017850.500000 Penalty: 1004.492920
	Iteration 2F: 3 clusters Score -3017850 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3020774.750000 Penalty: 1004.492920
	Iteration 3F: 3 clusters Score -3020775 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3025626.750000 Penalty: 1004.492920
	Iteration 4F: 3 clusters Score -3025627 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3031305.500000 Penalty: 1004.492920
	Iteration 5F: 3 clusters Score -3031306 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3035518.000000 Penalty: 1004.492920
	Iteration 6F: 3 clusters Score -3035518 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3037710.250000 Penalty: 1004.492920
	Iteration 7Q: 3 clusters Score -3037710 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60994 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3038603.750000 Penalty: 1004.492920
	Iteration 8Q: 3 clusters Score -3038604 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3038933.250000 Penalty: 1004.492920
	Iteration 9Q: 3 clusters Score -3038933 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3039092.000000 Penalty: 1004.492920
	Iteration 10Q: 3 clusters Score -3039092 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3039172.500000 Penalty: 1004.492920
	Iteration 11Q: 3 clusters Score -3039172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3039216.750000 Penalty: 1004.492920
	Iteration 12Q: 3 clusters Score -3039217 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3039255.750000 Penalty: 1004.492920
	Iteration 13Q: 3 clusters Score -3039256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3039279.250000 Penalty: 1004.492920
	Iteration 14Q: 3 clusters Score -3039279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3039289.500000 Penalty: 1004.492920
	Iteration 15Q: 3 clusters Score -3039290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3039301.000000 Penalty: 1004.492920
	Iteration 16Q: 3 clusters Score -3039301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3039307.000000 Penalty: 1004.492920
	Iteration 17Q: 3 clusters Score -3039307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3039314.000000 Penalty: 1004.492920
	Iteration 18Q: 3 clusters Score -3039314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3039322.500000 Penalty: 1004.492920
	Iteration 19Q: 3 clusters Score -3039322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3039324.250000 Penalty: 1004.492920
	Iteration 20F: 3 clusters Score -3039324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3039332.250000 Penalty: 1004.492920
	Iteration 21Q: 3 clusters Score -3039332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3039335.000000 Penalty: 1004.492920
	Iteration 22Q: 3 clusters Score -3039335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3039341.250000 Penalty: 1004.492920
	Iteration 23Q: 3 clusters Score -3039341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3039346.500000 Penalty: 1004.492920
	Iteration 24Q: 3 clusters Score -3039346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3039350.750000 Penalty: 1004.492920
	Iteration 25Q: 3 clusters Score -3039351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3039349.750000 Penalty: 1004.492920
	Iteration 26Q: 3 clusters Score -3039350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3039357.250000 Penalty: 1004.492920
	Iteration 27Q: 3 clusters Score -3039357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3039359.750000 Penalty: 1004.492920
	Iteration 28Q: 3 clusters Score -3039360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3039363.750000 Penalty: 1004.492920
	Iteration 29Q: 3 clusters Score -3039364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3039365.500000 Penalty: 1004.492920
	Iteration 30Q: 3 clusters Score -3039366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3039369.750000 Penalty: 1004.492920
	Iteration 31Q: 3 clusters Score -3039370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3039370.250000 Penalty: 1004.492920
	Iteration 32Q: 3 clusters Score -3039370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3039368.750000 Penalty: 1004.492920
	Iteration 33Q: 3 clusters Score -3039369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3039368.750000 Penalty: 1004.492920
	Iteration 34F: 3 clusters Score -3039369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Entering Unmasked Estep 
Score: -342314.906250 Penalty: 403.717285
	Iteration 0F: 2 clusters Score -342314.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -337518.156250 Penalty: 807.434570
	Iteration 0F: 3 clusters Score -337518.2 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -339465.125000 Penalty: 807.434570
	Iteration 1F: 3 clusters Score -339465.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -339686.625000 Penalty: 807.434570
	Iteration 2F: 3 clusters Score -339686.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -339979.000000 Penalty: 807.434570
	Iteration 3F: 3 clusters Score -339979 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -340287.468750 Penalty: 807.434570
	Iteration 4F: 3 clusters Score -340287.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -340593.000000 Penalty: 807.434570
	Iteration 5F: 3 clusters Score -340593 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -340884.281250 Penalty: 807.434570
	Iteration 6F: 3 clusters Score -340884.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -341112.375000 Penalty: 807.434570
	Iteration 7Q: 3 clusters Score -341112.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -341286.593750 Penalty: 807.434570
	Iteration 8Q: 3 clusters Score -341286.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -341437.281250 Penalty: 807.434570
	Iteration 9Q: 3 clusters Score -341437.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -341541.812500 Penalty: 807.434570
	Iteration 10Q: 3 clusters Score -341541.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -341629.187500 Penalty: 807.434570
	Iteration 11Q: 3 clusters Score -341629.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -341714.781250 Penalty: 807.434570
	Iteration 12Q: 3 clusters Score -341714.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -341780.968750 Penalty: 807.434570
	Iteration 13Q: 3 clusters Score -341781 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -341827.093750 Penalty: 807.434570
	Iteration 14Q: 3 clusters Score -341827.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -341863.375000 Penalty: 807.434570
	Iteration 15Q: 3 clusters Score -341863.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -341895.656250 Penalty: 807.434570
	Iteration 16Q: 3 clusters Score -341895.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -341916.250000 Penalty: 807.434570
	Iteration 17Q: 3 clusters Score -341916.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -341928.687500 Penalty: 807.434570
	Iteration 18Q: 3 clusters Score -341928.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -341937.437500 Penalty: 807.434570
	Iteration 19Q: 3 clusters Score -341937.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -341946.375000 Penalty: 807.434570
	Iteration 20F: 3 clusters Score -341946.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -341959.968750 Penalty: 807.434570
	Iteration 21Q: 3 clusters Score -341960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -341965.375000 Penalty: 807.434570
	Iteration 22Q: 3 clusters Score -341965.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -341967.718750 Penalty: 807.434570
	Iteration 23Q: 3 clusters Score -341967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -341968.593750 Penalty: 807.434570
	Iteration 24Q: 3 clusters Score -341968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -341969.687500 Penalty: 807.434570
	Iteration 25Q: 3 clusters Score -341969.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -341972.281250 Penalty: 807.434570
	Iteration 26Q: 3 clusters Score -341972.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -341972.750000 Penalty: 807.434570
	Iteration 27Q: 3 clusters Score -341972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -341974.125000 Penalty: 807.434570
	Iteration 28Q: 3 clusters Score -341974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -341977.718750 Penalty: 807.434570
	Iteration 29Q: 3 clusters Score -341977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -341978.718750 Penalty: 807.434570
	Iteration 30Q: 3 clusters Score -341978.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -341980.781250 Penalty: 807.434570
	Iteration 31Q: 3 clusters Score -341980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -341981.875000 Penalty: 807.434570
	Iteration 32Q: 3 clusters Score -341981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -341984.593750 Penalty: 807.434570
	Iteration 33Q: 3 clusters Score -341984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -341986.093750 Penalty: 807.434570
	Iteration 34Q: 3 clusters Score -341986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -341990.031250 Penalty: 807.434570
	Iteration 35Q: 3 clusters Score -341990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -341993.937500 Penalty: 807.434570
	Iteration 36Q: 3 clusters Score -341993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -341997.093750 Penalty: 807.434570
	Iteration 37Q: 3 clusters Score -341997.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -342004.312500 Penalty: 807.434570
	Iteration 38Q: 3 clusters Score -342004.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -342008.656250 Penalty: 807.434570
	Iteration 39Q: 3 clusters Score -342008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -342011.031250 Penalty: 807.434570
	Iteration 40F: 3 clusters Score -342011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -342011.625000 Penalty: 807.434570
	Iteration 41Q: 3 clusters Score -342011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -342012.406250 Penalty: 807.434570
	Iteration 42Q: 3 clusters Score -342012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -342013.093750 Penalty: 807.434570
	Iteration 43Q: 3 clusters Score -342013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -342013.531250 Penalty: 807.434570
	Iteration 44Q: 3 clusters Score -342013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -342013.781250 Penalty: 807.434570
	Iteration 45Q: 3 clusters Score -342013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -342013.781250 Penalty: 807.434570
	Iteration 46F: 3 clusters Score -342013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -86052.476562 Penalty: 339.609131
	Iteration 0F: 2 clusters Score -86052.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -84784.539062 Penalty: 679.218262
	Iteration 0F: 3 clusters Score -84784.54 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -85184.617188 Penalty: 679.218262
	Iteration 1F: 3 clusters Score -85184.62 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -85240.390625 Penalty: 679.218262
	Iteration 2F: 3 clusters Score -85240.39 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -85294.898438 Penalty: 679.218262
	Iteration 3F: 3 clusters Score -85294.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -85343.039062 Penalty: 679.218262
	Iteration 4Q: 3 clusters Score -85343.04 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -85385.867188 Penalty: 679.218262
	Iteration 5Q: 3 clusters Score -85385.87 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -85418.734375 Penalty: 679.218262
	Iteration 6Q: 3 clusters Score -85418.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -85469.453125 Penalty: 679.218262
	Iteration 7Q: 3 clusters Score -85469.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -85524.140625 Penalty: 679.218262
	Iteration 8Q: 3 clusters Score -85524.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -85551.171875 Penalty: 679.218262
	Iteration 9Q: 3 clusters Score -85551.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -85574.796875 Penalty: 679.218262
	Iteration 10Q: 3 clusters Score -85574.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85604.265625 Penalty: 679.218262
	Iteration 11Q: 3 clusters Score -85604.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -85627.476562 Penalty: 679.218262
	Iteration 12Q: 3 clusters Score -85627.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85647.132812 Penalty: 679.218262
	Iteration 13Q: 3 clusters Score -85647.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85662.023438 Penalty: 679.218262
	Iteration 14Q: 3 clusters Score -85662.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85672.195312 Penalty: 679.218262
	Iteration 15Q: 3 clusters Score -85672.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85678.609375 Penalty: 679.218262
	Iteration 16Q: 3 clusters Score -85678.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85681.062500 Penalty: 679.218262
	Iteration 17Q: 3 clusters Score -85681.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85682.671875 Penalty: 679.218262
	Iteration 18Q: 3 clusters Score -85682.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85684.218750 Penalty: 679.218262
	Iteration 19Q: 3 clusters Score -85684.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85685.781250 Penalty: 679.218262
	Iteration 20F: 3 clusters Score -85685.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85688.460938 Penalty: 679.218262
	Iteration 21Q: 3 clusters Score -85688.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85693.320312 Penalty: 679.218262
	Iteration 22Q: 3 clusters Score -85693.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85698.710938 Penalty: 679.218262
	Iteration 23Q: 3 clusters Score -85698.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85703.601562 Penalty: 679.218262
	Iteration 24Q: 3 clusters Score -85703.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -85708.976562 Penalty: 679.218262
	Iteration 25Q: 3 clusters Score -85708.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -85710.140625 Penalty: 679.218262
	Iteration 26Q: 3 clusters Score -85710.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85710.968750 Penalty: 679.218262
	Iteration 27Q: 3 clusters Score -85710.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85711.265625 Penalty: 679.218262
	Iteration 28Q: 3 clusters Score -85711.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -85711.531250 Penalty: 679.218262
	Iteration 29Q: 3 clusters Score -85711.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85711.851562 Penalty: 679.218262
	Iteration 30Q: 3 clusters Score -85711.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85711.929688 Penalty: 679.218262
	Iteration 31Q: 3 clusters Score -85711.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85711.929688 Penalty: 679.218262
	Iteration 32F: 3 clusters Score -85711.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -100609.039062 Penalty: 349.636749
	Iteration 0F: 2 clusters Score -100609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -99084.671875 Penalty: 699.273499
	Iteration 0F: 3 clusters Score -99084.67 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -99699.375000 Penalty: 699.273499
	Iteration 1F: 3 clusters Score -99699.38 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -99851.804688 Penalty: 699.273499
	Iteration 2F: 3 clusters Score -99851.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -99992.937500 Penalty: 699.273499
	Iteration 3F: 3 clusters Score -99992.94 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -100094.789062 Penalty: 699.273499
	Iteration 4F: 3 clusters Score -100094.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -100181.593750 Penalty: 699.273499
	Iteration 5F: 3 clusters Score -100181.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -100246.085938 Penalty: 699.273499
	Iteration 6Q: 3 clusters Score -100246.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100304.882812 Penalty: 699.273499
	Iteration 7Q: 3 clusters Score -100304.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -100340.617188 Penalty: 699.273499
	Iteration 8Q: 3 clusters Score -100340.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -100370.929688 Penalty: 699.273499
	Iteration 9Q: 3 clusters Score -100370.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -100397.492188 Penalty: 699.273499
	Iteration 10Q: 3 clusters Score -100397.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -100415.031250 Penalty: 699.273499
	Iteration 11Q: 3 clusters Score -100415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -100426.875000 Penalty: 699.273499
	Iteration 12Q: 3 clusters Score -100426.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -100434.523438 Penalty: 699.273499
	Iteration 13Q: 3 clusters Score -100434.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -100441.242188 Penalty: 699.273499
	Iteration 14Q: 3 clusters Score -100441.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -100443.781250 Penalty: 699.273499
	Iteration 15Q: 3 clusters Score -100443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -100446.445312 Penalty: 699.273499
	Iteration 16Q: 3 clusters Score -100446.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100449.414062 Penalty: 699.273499
	Iteration 17Q: 3 clusters Score -100449.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100450.031250 Penalty: 699.273499
	Iteration 18Q: 3 clusters Score -100450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -100451.031250 Penalty: 699.273499
	Iteration 19Q: 3 clusters Score -100451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -100452.070312 Penalty: 699.273499
	Iteration 20F: 3 clusters Score -100452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -100452.773438 Penalty: 699.273499
	Iteration 21Q: 3 clusters Score -100452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -100453.914062 Penalty: 699.273499
	Iteration 22Q: 3 clusters Score -100453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -100455.304688 Penalty: 699.273499
	Iteration 23Q: 3 clusters Score -100455.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -100456.312500 Penalty: 699.273499
	Iteration 24Q: 3 clusters Score -100456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -100457.132812 Penalty: 699.273499
	Iteration 25Q: 3 clusters Score -100457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -100457.062500 Penalty: 699.273499
	Iteration 26Q: 3 clusters Score -100457.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -100457.062500 Penalty: 699.273499
	Iteration 27F: 3 clusters Score -100457.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (88764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Entering Unmasked Estep 
Score: -4234704.500000 Penalty: 518.415039
	Iteration 0F: 2 clusters Score -4234704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -4174759.750000 Penalty: 1036.830078
	Iteration 0F: 3 clusters Score -4174760 nChanged 43263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -4201277.000000 Penalty: 1036.830078
	Iteration 1F: 3 clusters Score -4201277 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4203138.000000 Penalty: 1036.830078
	Iteration 2Q: 3 clusters Score -4203138 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4206528.500000 Penalty: 1036.830078
	Iteration 3F: 3 clusters Score -4206528 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -4212051.500000 Penalty: 1036.830078
	Iteration 4F: 3 clusters Score -4212052 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4219080.500000 Penalty: 1036.830078
	Iteration 5F: 3 clusters Score -4219080 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -4225318.000000 Penalty: 1036.830078
	Iteration 6F: 3 clusters Score -4225318 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -4229222.000000 Penalty: 1036.830078
	Iteration 7Q: 3 clusters Score -4229222 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -4230810.000000 Penalty: 1036.830078
	Iteration 8Q: 3 clusters Score -4230810 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -4231581.500000 Penalty: 1036.830078
	Iteration 9Q: 3 clusters Score -4231582 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75833 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -4232035.000000 Penalty: 1036.830078
	Iteration 10Q: 3 clusters Score -4232035 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76237 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4232331.000000 Penalty: 1036.830078
	Iteration 11Q: 3 clusters Score -4232331 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -4232519.000000 Penalty: 1036.830078
	Iteration 12Q: 3 clusters Score -4232519 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -4232664.000000 Penalty: 1036.830078
	Iteration 13Q: 3 clusters Score -4232664 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4232733.500000 Penalty: 1036.830078
	Iteration 14Q: 3 clusters Score -4232734 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4232858 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4232899 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78488 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4232963.500000 Penalty: 1036.830078
	Iteration 18Q: 3 clusters Score -4232964 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -4232998.500000 Penalty: 1036.830078
	Iteration 19Q: 3 clusters Score -4232998 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -4233038.500000 Penalty: 1036.830078
	Iteration 20F: 3 clusters Score -4233038 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4233074 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4233118 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4233148.500000 Penalty: 1036.830078
	Iteration 23Q: 3 clusters Score -4233148 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -4233199.000000 Penalty: 1036.830078
	Iteration 24Q: 3 clusters Score -4233199 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -4233255.500000 Penalty: 1036.830078
	Iteration 25Q: 3 clusters Score -4233256 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4233310 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4233352 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -4233407.500000 Penalty: 1036.830078
	Iteration 28Q: 3 clusters Score -4233408 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4233448.500000 Penalty: 1036.830078
	Iteration 29Q: 3 clusters Score -4233448 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4233490 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -4233521.500000 Penalty: 1036.830078
	Iteration 31Q: 3 clusters Score -4233522 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -4233557.500000 Penalty: 1036.830078
	Iteration 32Q: 3 clusters Score -4233558 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82470 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4233604 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -4233643.000000 Penalty: 1036.830078
	Iteration 34Q: 3 clusters Score -4233643 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4233678.500000 Penalty: 1036.830078
	Iteration 35Q: 3 clusters Score -4233678 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -4233704.000000 Penalty: 1036.830078
	Iteration 36Q: 3 clusters Score -4233704 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -4233741.500000 Penalty: 1036.830078
	Iteration 37Q: 3 clusters Score -4233742 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4233762.500000 Penalty: 1036.830078
	Iteration 38Q: 3 clusters Score -4233762 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83631 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -4233809.000000 Penalty: 1036.830078
	Iteration 39Q: 3 clusters Score -4233809 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4233847 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4233889.500000 Penalty: 1036.830078
	Iteration 41Q: 3 clusters Score -4233890 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -4233910.000000 Penalty: 1036.830078
	Iteration 42Q: 3 clusters Score -4233910 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -4233930.500000 Penalty: 1036.830078
	Iteration 43Q: 3 clusters Score -4233930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84403 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4233950.500000 Penalty: 1036.830078
	Iteration 44Q: 3 clusters Score -4233950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4233975 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4233988 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4233993.500000 Penalty: 1036.830078
	Iteration 47Q: 3 clusters Score -4233994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4234015.000000 Penalty: 1036.830078
	Iteration 48Q: 3 clusters Score -4234015 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4234027.000000 Penalty: 1036.830078
	Iteration 49Q: 3 clusters Score -4234027 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4234036.500000 Penalty: 1036.830078
	Iteration 50Q: 3 clusters Score -4234036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -4234058.500000 Penalty: 1036.830078
	Iteration 51Q: 3 clusters Score -4234058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4234057.000000 Penalty: 1036.830078
	Iteration 52Q: 3 clusters Score -4234057 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -4234070.500000 Penalty: 1036.830078
	Iteration 53Q: 3 clusters Score -4234070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4234071.000000 Penalty: 1036.830078
	Iteration 54Q: 3 clusters Score -4234071 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85378 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4234083.000000 Penalty: 1036.830078
	Iteration 55Q: 3 clusters Score -4234083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -4234087.500000 Penalty: 1036.830078
	Iteration 56Q: 3 clusters Score -4234088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4234088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4234096.000000 Penalty: 1036.830078
	Iteration 58Q: 3 clusters Score -4234096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4234108.000000 Penalty: 1036.830078
	Iteration 59Q: 3 clusters Score -4234108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4234113.500000 Penalty: 1036.830078
	Iteration 60F: 3 clusters Score -4234114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85713 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4234115.000000 Penalty: 1036.830078
	Iteration 61Q: 3 clusters Score -4234115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4234111.500000 Penalty: 1036.830078
	Iteration 62Q: 3 clusters Score -4234112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85807 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4234113.500000 Penalty: 1036.830078
	Iteration 63Q: 3 clusters Score -4234114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4234116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4234116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4234118.500000 Penalty: 1036.830078
	Iteration 66Q: 3 clusters Score -4234118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4234126.500000 Penalty: 1036.830078
	Iteration 67Q: 3 clusters Score -4234126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4234124.000000 Penalty: 1036.830078
	Iteration 68Q: 3 clusters Score -4234124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4234126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86067 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4234131.000000 Penalty: 1036.830078
	Iteration 70Q: 3 clusters Score -4234131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4234133.000000 Penalty: 1036.830078
	Iteration 71Q: 3 clusters Score -4234133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4234135.000000 Penalty: 1036.830078
	Iteration 72Q: 3 clusters Score -4234135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4234138.000000 Penalty: 1036.830078
	Iteration 73Q: 3 clusters Score -4234138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4234138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4234141.500000 Penalty: 1036.830078
	Iteration 75Q: 3 clusters Score -4234142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4234135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4234138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86268 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4234142.500000 Penalty: 1036.830078
	Iteration 78Q: 3 clusters Score -4234142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86285 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4234149.500000 Penalty: 1036.830078
	Iteration 79Q: 3 clusters Score -4234150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86296 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4234153.000000 Penalty: 1036.830078
	Iteration 80F: 3 clusters Score -4234153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4234155.500000 Penalty: 1036.830078
	Iteration 81Q: 3 clusters Score -4234156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4234153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4234150.500000 Penalty: 1036.830078
	Iteration 83Q: 3 clusters Score -4234150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4234156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4234156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86371 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4234153 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4234151.500000 Penalty: 1036.830078
	Iteration 87Q: 3 clusters Score -4234152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4234150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4234160.000000 Penalty: 1036.830078
	Iteration 89Q: 3 clusters Score -4234160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4234163.500000 Penalty: 1036.830078
	Iteration 90Q: 3 clusters Score -4234164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86450 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4234168 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4234168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4234170 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4234175.000000 Penalty: 1036.830078
	Iteration 94Q: 3 clusters Score -4234175 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4234172.000000 Penalty: 1036.830078
	Iteration 95Q: 3 clusters Score -4234172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86519 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4234170 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4234171 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4234172 nChanged 7
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Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4234170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4234174.000000 Penalty: 1036.830078
	Iteration 100F: 3 clusters Score -4234174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4234174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4234171 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4234172 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4234171 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4234172 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86622 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4234171.000000 Penalty: 1036.830078
	Iteration 106Q: 3 clusters Score -4234171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4234169.000000 Penalty: 1036.830078
	Iteration 107Q: 3 clusters Score -4234169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86647 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4234162.500000 Penalty: 1036.830078
	Iteration 108Q: 3 clusters Score -4234162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4234165.000000 Penalty: 1036.830078
	Iteration 109Q: 3 clusters Score -4234165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4234159.000000 Penalty: 1036.830078
	Iteration 110Q: 3 clusters Score -4234159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4234163.500000 Penalty: 1036.830078
	Iteration 111Q: 3 clusters Score -4234164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4234162.500000 Penalty: 1036.830078
	Iteration 112Q: 3 clusters Score -4234162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4234169.000000 Penalty: 1036.830078
	Iteration 113Q: 3 clusters Score -4234169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4234173.500000 Penalty: 1036.830078
	Iteration 114Q: 3 clusters Score -4234174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4234179.000000 Penalty: 1036.830078
	Iteration 115Q: 3 clusters Score -4234179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4234173.000000 Penalty: 1036.830078
	Iteration 116Q: 3 clusters Score -4234173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4234172.000000 Penalty: 1036.830078
	Iteration 117Q: 3 clusters Score -4234172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86776 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4234181.000000 Penalty: 1036.830078
	Iteration 118Q: 3 clusters Score -4234181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4234189.500000 Penalty: 1036.830078
	Iteration 119Q: 3 clusters Score -4234190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4234196.500000 Penalty: 1036.830078
	Iteration 120F: 3 clusters Score -4234196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4234200.500000 Penalty: 1036.830078
	Iteration 121Q: 3 clusters Score -4234200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4234199.500000 Penalty: 1036.830078
	Iteration 122Q: 3 clusters Score -4234200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4234192.000000 Penalty: 1036.830078
	Iteration 123Q: 3 clusters Score -4234192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4234186.500000 Penalty: 1036.830078
	Iteration 124Q: 3 clusters Score -4234186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4234188.000000 Penalty: 1036.830078
	Iteration 125Q: 3 clusters Score -4234188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86895 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4234185.000000 Penalty: 1036.830078
	Iteration 126Q: 3 clusters Score -4234185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4234187.500000 Penalty: 1036.830078
	Iteration 127Q: 3 clusters Score -4234188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86912 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4234191.000000 Penalty: 1036.830078
	Iteration 128Q: 3 clusters Score -4234191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86918 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4234188.500000 Penalty: 1036.830078
	Iteration 129Q: 3 clusters Score -4234188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4234189.000000 Penalty: 1036.830078
	Iteration 130Q: 3 clusters Score -4234189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4234192.000000 Penalty: 1036.830078
	Iteration 131Q: 3 clusters Score -4234192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4234190.000000 Penalty: 1036.830078
	Iteration 132Q: 3 clusters Score -4234190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4234190.000000 Penalty: 1036.830078
	Iteration 133F: 3 clusters Score -4234190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (217494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217494 members 
Entering Unmasked Estep 
Score: -10237592.000000 Penalty: 559.191650
	Iteration 0F: 2 clusters Score -1.023759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 108773 members 
Entering Unmasked Estep 
Score: -10092373.000000 Penalty: 1118.383301
	Iteration 0F: 3 clusters Score -1.009237e+07 nChanged 107247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102064 members 
Mstep: Class 2 contains 115430 members 
Entering Unmasked Estep 
Score: -10161209.000000 Penalty: 1118.383301
	Iteration 1F: 3 clusters Score -1.016121e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98695 members 
Mstep: Class 2 contains 118799 members 
Entering Unmasked Estep 
Score: -10164659.000000 Penalty: 1118.383301
	Iteration 2Q: 3 clusters Score -1.016466e+07 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 123278 members 
Entering Unmasked Estep 
Score: -10169198.000000 Penalty: 1118.383301
	Iteration 3Q: 3 clusters Score -1.01692e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 128503 members 
Entering Unmasked Estep 
Score: -10176438.000000 Penalty: 1118.383301
	Iteration 4F: 3 clusters Score -1.017644e+07 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83516 members 
Mstep: Class 2 contains 133978 members 
Entering Unmasked Estep 
Score: -10186553.000000 Penalty: 1118.383301
	Iteration 5F: 3 clusters Score -1.018655e+07 nChanged 12753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 138365 members 
Entering Unmasked Estep 
Score: -10196444.000000 Penalty: 1118.383301
	Iteration 6F: 3 clusters Score -1.019644e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 141622 members 
Entering Unmasked Estep 
Score: -10201277.000000 Penalty: 1118.383301
	Iteration 7Q: 3 clusters Score -1.020128e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 144687 members 
Entering Unmasked Estep 
Score: -10203065.000000 Penalty: 1118.383301
	Iteration 8Q: 3 clusters Score -1.020306e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 147835 members 
Entering Unmasked Estep 
Score: -10204086.000000 Penalty: 1118.383301
	Iteration 9Q: 3 clusters Score -1.020409e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 151254 members 
Entering Unmasked Estep 
Score: -10205043.000000 Penalty: 1118.383301
	Iteration 10Q: 3 clusters Score -1.020504e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -10206357.000000 Penalty: 1118.383301
	Iteration 11Q: 3 clusters Score -1.020636e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 159085 members 
Entering Unmasked Estep 
Score: -10207654.000000 Penalty: 1118.383301
	Iteration 12Q: 3 clusters Score -1.020765e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 163491 members 
Entering Unmasked Estep 
Score: -10209195.000000 Penalty: 1118.383301
	Iteration 13Q: 3 clusters Score -1.02092e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 168393 members 
Entering Unmasked Estep 
Score: -10211228.000000 Penalty: 1118.383301
	Iteration 14Q: 3 clusters Score -1.021123e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -10213449.000000 Penalty: 1118.383301
	Iteration 15Q: 3 clusters Score -1.021345e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 178947 members 
Entering Unmasked Estep 
Score: -10215884.000000 Penalty: 1118.383301
	Iteration 16Q: 3 clusters Score -1.021588e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 184556 members 
Entering Unmasked Estep 
Score: -10218563.000000 Penalty: 1118.383301
	Iteration 17Q: 3 clusters Score -1.021856e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 190149 members 
Entering Unmasked Estep 
Score: -10221570.000000 Penalty: 1118.383301
	Iteration 18Q: 3 clusters Score -1.022157e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 195536 members 
Entering Unmasked Estep 
Score: -10224603.000000 Penalty: 1118.383301
	Iteration 19Q: 3 clusters Score -1.02246e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 200531 members 
Entering Unmasked Estep 
Score: -10227611.000000 Penalty: 1118.383301
	Iteration 20F: 3 clusters Score -1.022761e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 204867 members 
Entering Unmasked Estep 
Score: -10230438.000000 Penalty: 1118.383301
	Iteration 21Q: 3 clusters Score -1.023044e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 208262 members 
Entering Unmasked Estep 
Score: -10232508.000000 Penalty: 1118.383301
	Iteration 22Q: 3 clusters Score -1.023251e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 210973 members 
Entering Unmasked Estep 
Score: -10234098.000000 Penalty: 1118.383301
	Iteration 23Q: 3 clusters Score -1.02341e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 213048 members 
Entering Unmasked Estep 
Score: -10235219.000000 Penalty: 1118.383301
	Iteration 24Q: 3 clusters Score -1.023522e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 214618 members 
Entering Unmasked Estep 
Score: -10235909.000000 Penalty: 1118.383301
	Iteration 25Q: 3 clusters Score -1.023591e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 215730 members 
Entering Unmasked Estep 
Score: -10236396.000000 Penalty: 1118.383301
	Iteration 26Q: 3 clusters Score -1.02364e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 216400 members 
Entering Unmasked Estep 
Score: -10236704.000000 Penalty: 1118.383301
	Iteration 27Q: 3 clusters Score -1.02367e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 216785 members 
Entering Unmasked Estep 
Score: -10236865.000000 Penalty: 1118.383301
	Iteration 28Q: 3 clusters Score -1.023686e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 217007 members 
Entering Unmasked Estep 
Score: -10236981.000000 Penalty: 1118.383301
	Iteration 29Q: 3 clusters Score -1.023698e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 217127 members 
Entering Unmasked Estep 
Score: -10237005.000000 Penalty: 1118.383301
	Iteration 30Q: 3 clusters Score -1.0237e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 217200 members 
Entering Unmasked Estep 
Score: -10237045.000000 Penalty: 1118.383301
	Iteration 31Q: 3 clusters Score -1.023704e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 217250 members 
Entering Unmasked Estep 
Score: -10237082.000000 Penalty: 1118.383301
	Iteration 32Q: 3 clusters Score -1.023708e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 217285 members 
Entering Unmasked Estep 
Score: -10237103.000000 Penalty: 1118.383301
	Iteration 33Q: 3 clusters Score -1.02371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217303 members 
Entering Unmasked Estep 
Score: -10237122.000000 Penalty: 1118.383301
	Iteration 34Q: 3 clusters Score -1.023712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 217318 members 
Entering Unmasked Estep 
Score: -10237122.000000 Penalty: 1118.383301
	Iteration 35Q: 3 clusters Score -1.023712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 217329 members 
Entering Unmasked Estep 
Score: -10237121.000000 Penalty: 1118.383301
	Iteration 36Q: 3 clusters Score -1.023712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 217334 members 
Entering Unmasked Estep 
Score: -10237134.000000 Penalty: 1118.383301
	Iteration 37Q: 3 clusters Score -1.023713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 217334 members 
Entering Unmasked Estep 
Score: -10237141.000000 Penalty: 1118.383301
	Iteration 38Q: 3 clusters Score -1.023714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 217337 members 
Entering Unmasked Estep 
Score: -10237139.000000 Penalty: 1118.383301
	Iteration 39Q: 3 clusters Score -1.023714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217340 members 
Entering Unmasked Estep 
Score: -10237138.000000 Penalty: 1118.383301
	Iteration 40F: 3 clusters Score -1.023714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 217345 members 
Entering Unmasked Estep 
Score: -10237145.000000 Penalty: 1118.383301
	Iteration 41Q: 3 clusters Score -1.023714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 217348 members 
Entering Unmasked Estep 
Score: -10237148.000000 Penalty: 1118.383301
	Iteration 42Q: 3 clusters Score -1.023715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 217351 members 
Entering Unmasked Estep 
Score: -10237147.000000 Penalty: 1118.383301
	Iteration 43Q: 3 clusters Score -1.023715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 217352 members 
Entering Unmasked Estep 
Score: -10237154.000000 Penalty: 1118.383301
	Iteration 44Q: 3 clusters Score -1.023715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 217352 members 
Entering Unmasked Estep 
Score: -10237154.000000 Penalty: 1118.383301
	Iteration 45F: 3 clusters Score -1.023715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Entering Unmasked Estep 
Score: -491963.718750 Penalty: 417.279388
	Iteration 0F: 2 clusters Score -491963.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -485584.343750 Penalty: 834.558777
	Iteration 0F: 3 clusters Score -485584.3 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -488138.968750 Penalty: 834.558777
	Iteration 1F: 3 clusters Score -488139 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -488502.187500 Penalty: 834.558777
	Iteration 2F: 3 clusters Score -488502.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -488903.781250 Penalty: 834.558777
	Iteration 3F: 3 clusters Score -488903.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -489386.781250 Penalty: 834.558777
	Iteration 4F: 3 clusters Score -489386.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -489889.968750 Penalty: 834.558777
	Iteration 5F: 3 clusters Score -489890 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -490281.656250 Penalty: 834.558777
	Iteration 6F: 3 clusters Score -490281.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -490492.218750 Penalty: 834.558777
	Iteration 7Q: 3 clusters Score -490492.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -490626.031250 Penalty: 834.558777
	Iteration 8Q: 3 clusters Score -490626 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -490714.406250 Penalty: 834.558777
	Iteration 9Q: 3 clusters Score -490714.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -490780.875000 Penalty: 834.558777
	Iteration 10Q: 3 clusters Score -490780.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -490857.562500 Penalty: 834.558777
	Iteration 11Q: 3 clusters Score -490857.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -490913.750000 Penalty: 834.558777
	Iteration 12Q: 3 clusters Score -490913.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -490951.062500 Penalty: 834.558777
	Iteration 13Q: 3 clusters Score -490951.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -490985.375000 Penalty: 834.558777
	Iteration 14Q: 3 clusters Score -490985.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -491013.343750 Penalty: 834.558777
	Iteration 15Q: 3 clusters Score -491013.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -491043.343750 Penalty: 834.558777
	Iteration 16Q: 3 clusters Score -491043.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -491074.062500 Penalty: 834.558777
	Iteration 17Q: 3 clusters Score -491074.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -491098.937500 Penalty: 834.558777
	Iteration 18Q: 3 clusters Score -491098.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -491120.968750 Penalty: 834.558777
	Iteration 19Q: 3 clusters Score -491121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -491135.093750 Penalty: 834.558777
	Iteration 20F: 3 clusters Score -491135.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -491149.656250 Penalty: 834.558777
	Iteration 21Q: 3 clusters Score -491149.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -491162.218750 Penalty: 834.558777
	Iteration 22Q: 3 clusters Score -491162.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -491176.843750 Penalty: 834.558777
	Iteration 23Q: 3 clusters Score -491176.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -491186.937500 Penalty: 834.558777
	Iteration 24Q: 3 clusters Score -491186.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -491196.437500 Penalty: 834.558777
	Iteration 25Q: 3 clusters Score -491196.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -491206.687500 Penalty: 834.558777
	Iteration 26Q: 3 clusters Score -491206.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -491213.218750 Penalty: 834.558777
	Iteration 27Q: 3 clusters Score -491213.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -491217.468750 Penalty: 834.558777
	Iteration 28Q: 3 clusters Score -491217.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -491222.593750 Penalty: 834.558777
	Iteration 29Q: 3 clusters Score -491222.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -491226.093750 Penalty: 834.558777
	Iteration 30Q: 3 clusters Score -491226.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -491228.750000 Penalty: 834.558777
	Iteration 31Q: 3 clusters Score -491228.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -491232.343750 Penalty: 834.558777
	Iteration 32Q: 3 clusters Score -491232.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -491235.781250 Penalty: 834.558777
	Iteration 33Q: 3 clusters Score -491235.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -491237.718750 Penalty: 834.558777
	Iteration 34Q: 3 clusters Score -491237.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -491240.312500 Penalty: 834.558777
	Iteration 35Q: 3 clusters Score -491240.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -491242.156250 Penalty: 834.558777
	Iteration 36Q: 3 clusters Score -491242.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -491241.250000 Penalty: 834.558777
	Iteration 37Q: 3 clusters Score -491241.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -491242.500000 Penalty: 834.558777
	Iteration 38Q: 3 clusters Score -491242.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -491243.156250 Penalty: 834.558777
	Iteration 39Q: 3 clusters Score -491243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -491243.687500 Penalty: 834.558777
	Iteration 40F: 3 clusters Score -491243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -491243.062500 Penalty: 834.558777
	Iteration 41Q: 3 clusters Score -491243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -491243.000000 Penalty: 834.558777
	Iteration 42Q: 3 clusters Score -491243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -491243.468750 Penalty: 834.558777
	Iteration 43Q: 3 clusters Score -491243.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -491243.843750 Penalty: 834.558777
	Iteration 44Q: 3 clusters Score -491243.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -491243.843750 Penalty: 834.558777
	Iteration 45F: 3 clusters Score -491243.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -57517.605469 Penalty: 328.593506
	Iteration 0F: 2 clusters Score -57517.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -56486.390625 Penalty: 657.187012
	Iteration 0F: 3 clusters Score -56486.39 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -56792.656250 Penalty: 657.187012
	Iteration 1F: 3 clusters Score -56792.66 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -56849.546875 Penalty: 657.187012
	Iteration 2F: 3 clusters Score -56849.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -56879.593750 Penalty: 657.187012
	Iteration 3Q: 3 clusters Score -56879.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -56915.800781 Penalty: 657.187012
	Iteration 4Q: 3 clusters Score -56915.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -56957.300781 Penalty: 657.187012
	Iteration 5Q: 3 clusters Score -56957.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -56992.093750 Penalty: 657.187012
	Iteration 6Q: 3 clusters Score -56992.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -57019.375000 Penalty: 657.187012
	Iteration 7Q: 3 clusters Score -57019.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -57042.953125 Penalty: 657.187012
	Iteration 8Q: 3 clusters Score -57042.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -57065.734375 Penalty: 657.187012
	Iteration 9Q: 3 clusters Score -57065.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -57087.222656 Penalty: 657.187012
	Iteration 10Q: 3 clusters Score -57087.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -57096.082031 Penalty: 657.187012
	Iteration 11Q: 3 clusters Score -57096.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -57102.636719 Penalty: 657.187012
	Iteration 12Q: 3 clusters Score -57102.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -57109.890625 Penalty: 657.187012
	Iteration 13Q: 3 clusters Score -57109.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -57119.042969 Penalty: 657.187012
	Iteration 14Q: 3 clusters Score -57119.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -57132.156250 Penalty: 657.187012
	Iteration 15Q: 3 clusters Score -57132.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -57144.375000 Penalty: 657.187012
	Iteration 16Q: 3 clusters Score -57144.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -57156.546875 Penalty: 657.187012
	Iteration 17Q: 3 clusters Score -57156.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -57167.406250 Penalty: 657.187012
	Iteration 18Q: 3 clusters Score -57167.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -57186.269531 Penalty: 657.187012
	Iteration 19Q: 3 clusters Score -57186.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -57205.757812 Penalty: 657.187012
	Iteration 20F: 3 clusters Score -57205.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -57218.371094 Penalty: 657.187012
	Iteration 21Q: 3 clusters Score -57218.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -57226.312500 Penalty: 657.187012
	Iteration 22Q: 3 clusters Score -57226.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -57232.019531 Penalty: 657.187012
	Iteration 23Q: 3 clusters Score -57232.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -57236.871094 Penalty: 657.187012
	Iteration 24Q: 3 clusters Score -57236.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -57239.097656 Penalty: 657.187012
	Iteration 25Q: 3 clusters Score -57239.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -57244.964844 Penalty: 657.187012
	Iteration 26Q: 3 clusters Score -57244.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -57249.566406 Penalty: 657.187012
	Iteration 27Q: 3 clusters Score -57249.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -57252.972656 Penalty: 657.187012
	Iteration 28Q: 3 clusters Score -57252.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -57256.578125 Penalty: 657.187012
	Iteration 29Q: 3 clusters Score -57256.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -57261.132812 Penalty: 657.187012
	Iteration 30Q: 3 clusters Score -57261.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -57265.449219 Penalty: 657.187012
	Iteration 31Q: 3 clusters Score -57265.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -57270.589844 Penalty: 657.187012
	Iteration 32Q: 3 clusters Score -57270.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -57271.457031 Penalty: 657.187012
	Iteration 33Q: 3 clusters Score -57271.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -57273.031250 Penalty: 657.187012
	Iteration 34Q: 3 clusters Score -57273.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -57277.757812 Penalty: 657.187012
	Iteration 35Q: 3 clusters Score -57277.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -57285.128906 Penalty: 657.187012
	Iteration 36Q: 3 clusters Score -57285.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -57288.683594 Penalty: 657.187012
	Iteration 37Q: 3 clusters Score -57288.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -57294.761719 Penalty: 657.187012
	Iteration 38Q: 3 clusters Score -57294.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -57299.605469 Penalty: 657.187012
	Iteration 39Q: 3 clusters Score -57299.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -57300.355469 Penalty: 657.187012
	Iteration 40F: 3 clusters Score -57300.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -57300.992188 Penalty: 657.187012
	Iteration 41Q: 3 clusters Score -57300.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -57300.992188 Penalty: 657.187012
	Iteration 42F: 3 clusters Score -57300.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -17323.638672 Penalty: 271.808350
	Iteration 0F: 2 clusters Score -17323.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16930.183594 Penalty: 543.616699
	Iteration 0F: 3 clusters Score -16930.18 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -17065.958984 Penalty: 543.616699
	Iteration 1F: 3 clusters Score -17065.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17131.927734 Penalty: 543.616699
	Iteration 2F: 3 clusters Score -17131.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17171.029297 Penalty: 543.616699
	Iteration 3F: 3 clusters Score -17171.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17207.468750 Penalty: 543.616699
	Iteration 4Q: 3 clusters Score -17207.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -17227.107422 Penalty: 543.616699
	Iteration 5Q: 3 clusters Score -17227.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17244.662109 Penalty: 543.616699
	Iteration 6Q: 3 clusters Score -17244.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17268.326172 Penalty: 543.616699
	Iteration 7Q: 3 clusters Score -17268.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -17281.498047 Penalty: 543.616699
	Iteration 8Q: 3 clusters Score -17281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17284.929688 Penalty: 543.616699
	Iteration 9Q: 3 clusters Score -17284.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17287.464844 Penalty: 543.616699
	Iteration 10Q: 3 clusters Score -17287.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17288.060547 Penalty: 543.616699
	Iteration 11Q: 3 clusters Score -17288.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17298.822266 Penalty: 543.616699
	Iteration 12F: 3 clusters Score -17298.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17314.904297 Penalty: 543.616699
	Iteration 13Q: 3 clusters Score -17314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17315.460938 Penalty: 543.616699
	Iteration 14Q: 3 clusters Score -17315.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17317.033203 Penalty: 543.616699
	Iteration 15Q: 3 clusters Score -17317.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17317.033203 Penalty: 543.616699
	Iteration 16F: 3 clusters Score -17317.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Entering Unmasked Estep 
Score: -3972666.750000 Penalty: 513.441589
	Iteration 0F: 2 clusters Score -3972667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -3919112.250000 Penalty: 1026.883179
	Iteration 0F: 3 clusters Score -3919112 nChanged 38767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -3942257.000000 Penalty: 1026.883179
	Iteration 1F: 3 clusters Score -3942257 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -3943458.250000 Penalty: 1026.883179
	Iteration 2Q: 3 clusters Score -3943458 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -3945307.250000 Penalty: 1026.883179
	Iteration 3Q: 3 clusters Score -3945307 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -3948061.750000 Penalty: 1026.883179
	Iteration 4F: 3 clusters Score -3948062 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -3951785.250000 Penalty: 1026.883179
	Iteration 5F: 3 clusters Score -3951785 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -3955682.750000 Penalty: 1026.883179
	Iteration 6F: 3 clusters Score -3955683 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -3958919.750000 Penalty: 1026.883179
	Iteration 7F: 3 clusters Score -3958920 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -3961315.000000 Penalty: 1026.883179
	Iteration 8Q: 3 clusters Score -3961315 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -3963038.750000 Penalty: 1026.883179
	Iteration 9Q: 3 clusters Score -3963039 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -3964221.250000 Penalty: 1026.883179
	Iteration 10Q: 3 clusters Score -3964221 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -3965041.250000 Penalty: 1026.883179
	Iteration 11Q: 3 clusters Score -3965041 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -3965792.500000 Penalty: 1026.883179
	Iteration 12Q: 3 clusters Score -3965792 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -3966496.500000 Penalty: 1026.883179
	Iteration 13Q: 3 clusters Score -3966496 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -3967172.750000 Penalty: 1026.883179
	Iteration 14Q: 3 clusters Score -3967173 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -3967792.250000 Penalty: 1026.883179
	Iteration 15Q: 3 clusters Score -3967792 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -3968347.000000 Penalty: 1026.883179
	Iteration 16Q: 3 clusters Score -3968347 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -3968794.250000 Penalty: 1026.883179
	Iteration 17Q: 3 clusters Score -3968794 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -3969147.750000 Penalty: 1026.883179
	Iteration 18Q: 3 clusters Score -3969148 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -3969386.250000 Penalty: 1026.883179
	Iteration 19Q: 3 clusters Score -3969386 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -3969561.250000 Penalty: 1026.883179
	Iteration 20F: 3 clusters Score -3969561 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -3969709.500000 Penalty: 1026.883179
	Iteration 21Q: 3 clusters Score -3969710 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -3969806.750000 Penalty: 1026.883179
	Iteration 22Q: 3 clusters Score -3969807 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -3969902.250000 Penalty: 1026.883179
	Iteration 23Q: 3 clusters Score -3969902 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -3969967.250000 Penalty: 1026.883179
	Iteration 24Q: 3 clusters Score -3969967 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -3970022.250000 Penalty: 1026.883179
	Iteration 25Q: 3 clusters Score -3970022 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -3970071.750000 Penalty: 1026.883179
	Iteration 26Q: 3 clusters Score -3970072 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -3970107.250000 Penalty: 1026.883179
	Iteration 27Q: 3 clusters Score -3970107 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -3970137.250000 Penalty: 1026.883179
	Iteration 28Q: 3 clusters Score -3970137 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -3970148.500000 Penalty: 1026.883179
	Iteration 29Q: 3 clusters Score -3970148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -3970175.500000 Penalty: 1026.883179
	Iteration 30Q: 3 clusters Score -3970176 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -3970200.750000 Penalty: 1026.883179
	Iteration 31Q: 3 clusters Score -3970201 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -3970220.750000 Penalty: 1026.883179
	Iteration 32Q: 3 clusters Score -3970221 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -3970228.750000 Penalty: 1026.883179
	Iteration 33Q: 3 clusters Score -3970229 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -3970243.000000 Penalty: 1026.883179
	Iteration 34Q: 3 clusters Score -3970243 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -3970260.250000 Penalty: 1026.883179
	Iteration 35Q: 3 clusters Score -3970260 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -3970262.750000 Penalty: 1026.883179
	Iteration 36Q: 3 clusters Score -3970263 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -3970272.250000 Penalty: 1026.883179
	Iteration 37Q: 3 clusters Score -3970272 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -3970278.500000 Penalty: 1026.883179
	Iteration 38Q: 3 clusters Score -3970278 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -3970289.750000 Penalty: 1026.883179
	Iteration 39Q: 3 clusters Score -3970290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -3970293.500000 Penalty: 1026.883179
	Iteration 40F: 3 clusters Score -3970294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -3970305.500000 Penalty: 1026.883179
	Iteration 41Q: 3 clusters Score -3970306 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -3970309.250000 Penalty: 1026.883179
	Iteration 42Q: 3 clusters Score -3970309 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 67790 members 
Entering Unmasked Estep 
Score: -3970309.250000 Penalty: 1026.883179
	Iteration 43Q: 3 clusters Score -3970309 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -3970312.750000 Penalty: 1026.883179
	Iteration 44Q: 3 clusters Score -3970313 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 68006 members 
Entering Unmasked Estep 
Score: -3970316.750000 Penalty: 1026.883179
	Iteration 45Q: 3 clusters Score -3970317 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -3970315.500000 Penalty: 1026.883179
	Iteration 46Q: 3 clusters Score -3970316 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -3970308.500000 Penalty: 1026.883179
	Iteration 47Q: 3 clusters Score -3970308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -3970309.750000 Penalty: 1026.883179
	Iteration 48Q: 3 clusters Score -3970310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -3970312.750000 Penalty: 1026.883179
	Iteration 49Q: 3 clusters Score -3970313 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -3970316.250000 Penalty: 1026.883179
	Iteration 50Q: 3 clusters Score -3970316 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -3970316.000000 Penalty: 1026.883179
	Iteration 51Q: 3 clusters Score -3970316 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -3970308.000000 Penalty: 1026.883179
	Iteration 52Q: 3 clusters Score -3970308 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 68818 members 
Entering Unmasked Estep 
Score: -3970329.250000 Penalty: 1026.883179
	Iteration 53Q: 3 clusters Score -3970329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -3970341.250000 Penalty: 1026.883179
	Iteration 54Q: 3 clusters Score -3970341 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -3970350.000000 Penalty: 1026.883179
	Iteration 55Q: 3 clusters Score -3970350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -3970360.250000 Penalty: 1026.883179
	Iteration 56Q: 3 clusters Score -3970360 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -3970375.500000 Penalty: 1026.883179
	Iteration 57Q: 3 clusters Score -3970376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -3970376.000000 Penalty: 1026.883179
	Iteration 58Q: 3 clusters Score -3970376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -3970399.000000 Penalty: 1026.883179
	Iteration 59Q: 3 clusters Score -3970399 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -3970406.000000 Penalty: 1026.883179
	Iteration 60F: 3 clusters Score -3970406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -3970410.500000 Penalty: 1026.883179
	Iteration 61Q: 3 clusters Score -3970410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -3970415.500000 Penalty: 1026.883179
	Iteration 62Q: 3 clusters Score -3970416 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -3970426.500000 Penalty: 1026.883179
	Iteration 63Q: 3 clusters Score -3970426 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -3970437.250000 Penalty: 1026.883179
	Iteration 64Q: 3 clusters Score -3970437 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -3970439.750000 Penalty: 1026.883179
	Iteration 65Q: 3 clusters Score -3970440 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -3970455.250000 Penalty: 1026.883179
	Iteration 66Q: 3 clusters Score -3970455 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -3970467.250000 Penalty: 1026.883179
	Iteration 67Q: 3 clusters Score -3970467 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -3970472.750000 Penalty: 1026.883179
	Iteration 68Q: 3 clusters Score -3970473 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -3970470.500000 Penalty: 1026.883179
	Iteration 69Q: 3 clusters Score -3970470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -3970482.500000 Penalty: 1026.883179
	Iteration 70Q: 3 clusters Score -3970482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -3970494.000000 Penalty: 1026.883179
	Iteration 71Q: 3 clusters Score -3970494 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -3970488.500000 Penalty: 1026.883179
	Iteration 72Q: 3 clusters Score -3970488 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -3970500.500000 Penalty: 1026.883179
	Iteration 73Q: 3 clusters Score -3970500 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -3970509.000000 Penalty: 1026.883179
	Iteration 74Q: 3 clusters Score -3970509 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -3970524.000000 Penalty: 1026.883179
	Iteration 75Q: 3 clusters Score -3970524 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -3970546.250000 Penalty: 1026.883179
	Iteration 76Q: 3 clusters Score -3970546 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -3970544.250000 Penalty: 1026.883179
	Iteration 77Q: 3 clusters Score -3970544 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -3970552.000000 Penalty: 1026.883179
	Iteration 78Q: 3 clusters Score -3970552 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -3970573.000000 Penalty: 1026.883179
	Iteration 79Q: 3 clusters Score -3970573 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -3970584.750000 Penalty: 1026.883179
	Iteration 80F: 3 clusters Score -3970585 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -3970600.500000 Penalty: 1026.883179
	Iteration 81Q: 3 clusters Score -3970600 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -3970623.500000 Penalty: 1026.883179
	Iteration 82Q: 3 clusters Score -3970624 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -3970647.250000 Penalty: 1026.883179
	Iteration 83Q: 3 clusters Score -3970647 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -3970657.250000 Penalty: 1026.883179
	Iteration 84Q: 3 clusters Score -3970657 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -3970677.500000 Penalty: 1026.883179
	Iteration 85Q: 3 clusters Score -3970678 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -3970707.750000 Penalty: 1026.883179
	Iteration 86Q: 3 clusters Score -3970708 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -3970735.000000 Penalty: 1026.883179
	Iteration 87Q: 3 clusters Score -3970735 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -3970763.000000 Penalty: 1026.883179
	Iteration 88Q: 3 clusters Score -3970763 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -3970793.500000 Penalty: 1026.883179
	Iteration 89Q: 3 clusters Score -3970794 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 73626 members 
Entering Unmasked Estep 
Score: -3970824.250000 Penalty: 1026.883179
	Iteration 90Q: 3 clusters Score -3970824 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 73829 members 
Entering Unmasked Estep 
Score: -3970858.500000 Penalty: 1026.883179
	Iteration 91Q: 3 clusters Score -3970858 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -3970892.250000 Penalty: 1026.883179
	Iteration 92Q: 3 clusters Score -3970892 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -3970921.750000 Penalty: 1026.883179
	Iteration 93Q: 3 clusters Score -3970922 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
Score: -3970946.000000 Penalty: 1026.883179
	Iteration 94Q: 3 clusters Score -3970946 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -3970973.250000 Penalty: 1026.883179
	Iteration 95Q: 3 clusters Score -3970973 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -3971002.250000 Penalty: 1026.883179
	Iteration 96Q: 3 clusters Score -3971002 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -3971053.250000 Penalty: 1026.883179
	Iteration 97Q: 3 clusters Score -3971053 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -3971101.000000 Penalty: 1026.883179
	Iteration 98Q: 3 clusters Score -3971101 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -3971149.500000 Penalty: 1026.883179
	Iteration 99Q: 3 clusters Score -3971150 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -3971193.500000 Penalty: 1026.883179
	Iteration 100F: 3 clusters Score -3971194 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -3971266.500000 Penalty: 1026.883179
	Iteration 101Q: 3 clusters Score -3971266 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -3971327.500000 Penalty: 1026.883179
	Iteration 102Q: 3 clusters Score -3971328 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -3971369.250000 Penalty: 1026.883179
	Iteration 103Q: 3 clusters Score -3971369 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -3971420.750000 Penalty: 1026.883179
	Iteration 104Q: 3 clusters Score -3971421 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -3971464.750000 Penalty: 1026.883179
	Iteration 105Q: 3 clusters Score -3971465 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -3971510.250000 Penalty: 1026.883179
	Iteration 106Q: 3 clusters Score -3971510 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -3971555.000000 Penalty: 1026.883179
	Iteration 107Q: 3 clusters Score -3971555 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -3971606.750000 Penalty: 1026.883179
	Iteration 108Q: 3 clusters Score -3971607 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -3971657.000000 Penalty: 1026.883179
	Iteration 109Q: 3 clusters Score -3971657 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -3971693.500000 Penalty: 1026.883179
	Iteration 110Q: 3 clusters Score -3971694 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -3971748.000000 Penalty: 1026.883179
	Iteration 111Q: 3 clusters Score -3971748 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -3971808.500000 Penalty: 1026.883179
	Iteration 112Q: 3 clusters Score -3971808 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -3971857.500000 Penalty: 1026.883179
	Iteration 113Q: 3 clusters Score -3971858 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -3971910.000000 Penalty: 1026.883179
	Iteration 114Q: 3 clusters Score -3971910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -3971972.250000 Penalty: 1026.883179
	Iteration 115Q: 3 clusters Score -3971972 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 78275 members 
Entering Unmasked Estep 
Score: -3972029.750000 Penalty: 1026.883179
	Iteration 116Q: 3 clusters Score -3972030 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
Score: -3972078.500000 Penalty: 1026.883179
	Iteration 117Q: 3 clusters Score -3972078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -3972113.500000 Penalty: 1026.883179
	Iteration 118Q: 3 clusters Score -3972114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -3972146.000000 Penalty: 1026.883179
	Iteration 119Q: 3 clusters Score -3972146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -3972183.250000 Penalty: 1026.883179
	Iteration 120F: 3 clusters Score -3972183 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -3972210.000000 Penalty: 1026.883179
	Iteration 121Q: 3 clusters Score -3972210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -3972226.750000 Penalty: 1026.883179
	Iteration 122Q: 3 clusters Score -3972227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -3972237.250000 Penalty: 1026.883179
	Iteration 123Q: 3 clusters Score -3972237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -3972247.500000 Penalty: 1026.883179
	Iteration 124Q: 3 clusters Score -3972248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -3972255.500000 Penalty: 1026.883179
	Iteration 125Q: 3 clusters Score -3972256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -3972266.250000 Penalty: 1026.883179
	Iteration 126Q: 3 clusters Score -3972266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -3972274.000000 Penalty: 1026.883179
	Iteration 127Q: 3 clusters Score -3972274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -3972284.250000 Penalty: 1026.883179
	Iteration 128Q: 3 clusters Score -3972284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -3972292.750000 Penalty: 1026.883179
	Iteration 129Q: 3 clusters Score -3972293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -3972307.250000 Penalty: 1026.883179
	Iteration 130Q: 3 clusters Score -3972307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -3972313.750000 Penalty: 1026.883179
	Iteration 131Q: 3 clusters Score -3972314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -3972320.500000 Penalty: 1026.883179
	Iteration 132Q: 3 clusters Score -3972320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 78932 members 
Entering Unmasked Estep 
Score: -3972322.250000 Penalty: 1026.883179
	Iteration 133Q: 3 clusters Score -3972322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -3972325.750000 Penalty: 1026.883179
	Iteration 134Q: 3 clusters Score -3972326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -3972331.250000 Penalty: 1026.883179
	Iteration 135Q: 3 clusters Score -3972331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -3972328.500000 Penalty: 1026.883179
	Iteration 136Q: 3 clusters Score -3972328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -3972332.500000 Penalty: 1026.883179
	Iteration 137Q: 3 clusters Score -3972332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -3972332.750000 Penalty: 1026.883179
	Iteration 138Q: 3 clusters Score -3972333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -3972329.500000 Penalty: 1026.883179
	Iteration 139Q: 3 clusters Score -3972330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
Score: -3972334.250000 Penalty: 1026.883179
	Iteration 140F: 3 clusters Score -3972334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -3972339.500000 Penalty: 1026.883179
	Iteration 141Q: 3 clusters Score -3972340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -3972342.500000 Penalty: 1026.883179
	Iteration 142Q: 3 clusters Score -3972342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -3972343.750000 Penalty: 1026.883179
	Iteration 143Q: 3 clusters Score -3972344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -3972347.250000 Penalty: 1026.883179
	Iteration 144Q: 3 clusters Score -3972347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -3972347.000000 Penalty: 1026.883179
	Iteration 145Q: 3 clusters Score -3972347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -3972348.250000 Penalty: 1026.883179
	Iteration 146Q: 3 clusters Score -3972348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -3972348.250000 Penalty: 1026.883179
	Iteration 147F: 3 clusters Score -3972348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -79605.460938 Penalty: 337.225800
	Iteration 0F: 2 clusters Score -79605.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -78411.375000 Penalty: 674.451599
	Iteration 0F: 3 clusters Score -78411.38 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -78854.148438 Penalty: 674.451599
	Iteration 1F: 3 clusters Score -78854.15 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -78915.375000 Penalty: 674.451599
	Iteration 2F: 3 clusters Score -78915.38 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -78949.445312 Penalty: 674.451599
	Iteration 3Q: 3 clusters Score -78949.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -78976.843750 Penalty: 674.451599
	Iteration 4Q: 3 clusters Score -78976.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -79007.859375 Penalty: 674.451599
	Iteration 5Q: 3 clusters Score -79007.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -79034.750000 Penalty: 674.451599
	Iteration 6Q: 3 clusters Score -79034.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -79060.312500 Penalty: 674.451599
	Iteration 7Q: 3 clusters Score -79060.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -79084.359375 Penalty: 674.451599
	Iteration 8Q: 3 clusters Score -79084.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -79114.898438 Penalty: 674.451599
	Iteration 9Q: 3 clusters Score -79114.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -79128.085938 Penalty: 674.451599
	Iteration 10Q: 3 clusters Score -79128.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -79138.179688 Penalty: 674.451599
	Iteration 11Q: 3 clusters Score -79138.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -79150.281250 Penalty: 674.451599
	Iteration 12Q: 3 clusters Score -79150.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -79166.570312 Penalty: 674.451599
	Iteration 13Q: 3 clusters Score -79166.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -79173.843750 Penalty: 674.451599
	Iteration 14Q: 3 clusters Score -79173.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -79179.328125 Penalty: 674.451599
	Iteration 15Q: 3 clusters Score -79179.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -79184.210938 Penalty: 674.451599
	Iteration 16Q: 3 clusters Score -79184.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -79186.414062 Penalty: 674.451599
	Iteration 17Q: 3 clusters Score -79186.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -79187.398438 Penalty: 674.451599
	Iteration 18Q: 3 clusters Score -79187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -79189.054688 Penalty: 674.451599
	Iteration 19Q: 3 clusters Score -79189.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -79190.367188 Penalty: 674.451599
	Iteration 20F: 3 clusters Score -79190.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -79191.984375 Penalty: 674.451599
	Iteration 21Q: 3 clusters Score -79191.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -79193.820312 Penalty: 674.451599
	Iteration 22Q: 3 clusters Score -79193.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -79195.859375 Penalty: 674.451599
	Iteration 23Q: 3 clusters Score -79195.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -79197.125000 Penalty: 674.451599
	Iteration 24Q: 3 clusters Score -79197.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -79198.585938 Penalty: 674.451599
	Iteration 25Q: 3 clusters Score -79198.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -79199.828125 Penalty: 674.451599
	Iteration 26Q: 3 clusters Score -79199.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -79201.007812 Penalty: 674.451599
	Iteration 27Q: 3 clusters Score -79201.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -79201.718750 Penalty: 674.451599
	Iteration 28Q: 3 clusters Score -79201.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -79202.351562 Penalty: 674.451599
	Iteration 29Q: 3 clusters Score -79202.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -79203.046875 Penalty: 674.451599
	Iteration 30Q: 3 clusters Score -79203.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -79203.359375 Penalty: 674.451599
	Iteration 31Q: 3 clusters Score -79203.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -79203.828125 Penalty: 674.451599
	Iteration 32Q: 3 clusters Score -79203.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -79205.390625 Penalty: 674.451599
	Iteration 33Q: 3 clusters Score -79205.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -79206.984375 Penalty: 674.451599
	Iteration 34Q: 3 clusters Score -79206.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79207.757812 Penalty: 674.451599
	Iteration 35Q: 3 clusters Score -79207.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -79208.382812 Penalty: 674.451599
	Iteration 36Q: 3 clusters Score -79208.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -79208.750000 Penalty: 674.451599
	Iteration 37Q: 3 clusters Score -79208.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79209.078125 Penalty: 674.451599
	Iteration 38Q: 3 clusters Score -79209.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -79209.359375 Penalty: 674.451599
	Iteration 39Q: 3 clusters Score -79209.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -79209.359375 Penalty: 674.451599
	Iteration 40F: 3 clusters Score -79209.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -41527.808594 Penalty: 305.162231
	Iteration 0F: 2 clusters Score -41527.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40834.523438 Penalty: 610.324463
	Iteration 0F: 3 clusters Score -40834.52 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -40995.718750 Penalty: 610.324463
	Iteration 1F: 3 clusters Score -40995.72 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -41027.582031 Penalty: 610.324463
	Iteration 2F: 3 clusters Score -41027.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -41047.167969 Penalty: 610.324463
	Iteration 3F: 3 clusters Score -41047.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -41056.160156 Penalty: 610.324463
	Iteration 4Q: 3 clusters Score -41056.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -41064.023438 Penalty: 610.324463
	Iteration 5Q: 3 clusters Score -41064.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -41069.214844 Penalty: 610.324463
	Iteration 6Q: 3 clusters Score -41069.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -41071.363281 Penalty: 610.324463
	Iteration 7Q: 3 clusters Score -41071.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -41074.101562 Penalty: 610.324463
	Iteration 8Q: 3 clusters Score -41074.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -41077.496094 Penalty: 610.324463
	Iteration 9Q: 3 clusters Score -41077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -41079.003906 Penalty: 610.324463
	Iteration 10Q: 3 clusters Score -41079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -41081.355469 Penalty: 610.324463
	Iteration 11Q: 3 clusters Score -41081.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -41082.578125 Penalty: 610.324463
	Iteration 12Q: 3 clusters Score -41082.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -41083.472656 Penalty: 610.324463
	Iteration 13Q: 3 clusters Score -41083.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -41083.746094 Penalty: 610.324463
	Iteration 14Q: 3 clusters Score -41083.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -41084.097656 Penalty: 610.324463
	Iteration 15Q: 3 clusters Score -41084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -41084.097656 Penalty: 610.324463
	Iteration 16F: 3 clusters Score -41084.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -88755.726562 Penalty: 346.428741
	Iteration 0F: 2 clusters Score -88755.73 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 970 members 
Entering Unmasked Estep 
Score: -87288.640625 Penalty: 692.857483
	Iteration 0F: 3 clusters Score -87288.64 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -87808.156250 Penalty: 692.857483
	Iteration 1F: 3 clusters Score -87808.16 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -87935.898438 Penalty: 692.857483
	Iteration 2F: 3 clusters Score -87935.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -88052.148438 Penalty: 692.857483
	Iteration 3F: 3 clusters Score -88052.15 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88170.484375 Penalty: 692.857483
	Iteration 4F: 3 clusters Score -88170.48 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88282.773438 Penalty: 692.857483
	Iteration 5F: 3 clusters Score -88282.77 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -88365.320312 Penalty: 692.857483
	Iteration 6Q: 3 clusters Score -88365.32 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -88425.250000 Penalty: 692.857483
	Iteration 7Q: 3 clusters Score -88425.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -88454.601562 Penalty: 692.857483
	Iteration 8Q: 3 clusters Score -88454.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -88471.812500 Penalty: 692.857483
	Iteration 9Q: 3 clusters Score -88471.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -88480.132812 Penalty: 692.857483
	Iteration 10Q: 3 clusters Score -88480.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -88487.914062 Penalty: 692.857483
	Iteration 11Q: 3 clusters Score -88487.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -88491.984375 Penalty: 692.857483
	Iteration 12Q: 3 clusters Score -88491.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -88495.265625 Penalty: 692.857483
	Iteration 13Q: 3 clusters Score -88495.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -88498.132812 Penalty: 692.857483
	Iteration 14Q: 3 clusters Score -88498.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -88499.234375 Penalty: 692.857483
	Iteration 15Q: 3 clusters Score -88499.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -88499.828125 Penalty: 692.857483
	Iteration 16Q: 3 clusters Score -88499.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -88502.453125 Penalty: 692.857483
	Iteration 17Q: 3 clusters Score -88502.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -88503.632812 Penalty: 692.857483
	Iteration 18Q: 3 clusters Score -88503.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -88504.484375 Penalty: 692.857483
	Iteration 19Q: 3 clusters Score -88504.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -88504.484375 Penalty: 692.857483
	Iteration 20F: 3 clusters Score -88504.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -125099.343750 Penalty: 356.464874
	Iteration 0F: 2 clusters Score -125099.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -123312.359375 Penalty: 712.929749
	Iteration 0F: 3 clusters Score -123312.4 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -123978.718750 Penalty: 712.929749
	Iteration 1F: 3 clusters Score -123978.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -124109.523438 Penalty: 712.929749
	Iteration 2F: 3 clusters Score -124109.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -124238.843750 Penalty: 712.929749
	Iteration 3F: 3 clusters Score -124238.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -124335.210938 Penalty: 712.929749
	Iteration 4F: 3 clusters Score -124335.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -124434.375000 Penalty: 712.929749
	Iteration 5F: 3 clusters Score -124434.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -124547.906250 Penalty: 712.929749
	Iteration 6F: 3 clusters Score -124547.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -124641.382812 Penalty: 712.929749
	Iteration 7Q: 3 clusters Score -124641.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -124720.007812 Penalty: 712.929749
	Iteration 8Q: 3 clusters Score -124720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -124770.273438 Penalty: 712.929749
	Iteration 9Q: 3 clusters Score -124770.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -124801.125000 Penalty: 712.929749
	Iteration 10Q: 3 clusters Score -124801.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -124819.515625 Penalty: 712.929749
	Iteration 11Q: 3 clusters Score -124819.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -124839.765625 Penalty: 712.929749
	Iteration 12Q: 3 clusters Score -124839.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -124853.273438 Penalty: 712.929749
	Iteration 13Q: 3 clusters Score -124853.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -124859.812500 Penalty: 712.929749
	Iteration 14Q: 3 clusters Score -124859.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -124865.109375 Penalty: 712.929749
	Iteration 15Q: 3 clusters Score -124865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -124867.687500 Penalty: 712.929749
	Iteration 16Q: 3 clusters Score -124867.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -124869.648438 Penalty: 712.929749
	Iteration 17Q: 3 clusters Score -124869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -124871.054688 Penalty: 712.929749
	Iteration 18Q: 3 clusters Score -124871.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -124871.859375 Penalty: 712.929749
	Iteration 19Q: 3 clusters Score -124871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -124872.429688 Penalty: 712.929749
	Iteration 20F: 3 clusters Score -124872.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -124872.664062 Penalty: 712.929749
	Iteration 21Q: 3 clusters Score -124872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -124873.117188 Penalty: 712.929749
	Iteration 22Q: 3 clusters Score -124873.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -124873.117188 Penalty: 712.929749
	Iteration 23F: 3 clusters Score -124873.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Entering Unmasked Estep 
Score: -214120.203125 Penalty: 380.944122
	Iteration 0F: 2 clusters Score -214120.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -211177.140625 Penalty: 761.888245
	Iteration 0F: 3 clusters Score -211177.1 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -212154.187500 Penalty: 761.888245
	Iteration 1F: 3 clusters Score -212154.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -212246.171875 Penalty: 761.888245
	Iteration 2F: 3 clusters Score -212246.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -212326.203125 Penalty: 761.888245
	Iteration 3Q: 3 clusters Score -212326.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -212414.031250 Penalty: 761.888245
	Iteration 4Q: 3 clusters Score -212414 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -212526.718750 Penalty: 761.888245
	Iteration 5Q: 3 clusters Score -212526.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -212694.625000 Penalty: 761.888245
	Iteration 6Q: 3 clusters Score -212694.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -212914.968750 Penalty: 761.888245
	Iteration 7F: 3 clusters Score -212915 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -213078.484375 Penalty: 761.888245
	Iteration 8F: 3 clusters Score -213078.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -213164.203125 Penalty: 761.888245
	Iteration 9Q: 3 clusters Score -213164.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -213215.781250 Penalty: 761.888245
	Iteration 10Q: 3 clusters Score -213215.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -213265.828125 Penalty: 761.888245
	Iteration 11Q: 3 clusters Score -213265.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -213318.078125 Penalty: 761.888245
	Iteration 12Q: 3 clusters Score -213318.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -213362.437500 Penalty: 761.888245
	Iteration 13Q: 3 clusters Score -213362.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -213403.546875 Penalty: 761.888245
	Iteration 14Q: 3 clusters Score -213403.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -213446.140625 Penalty: 761.888245
	Iteration 15Q: 3 clusters Score -213446.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -213486.046875 Penalty: 761.888245
	Iteration 16Q: 3 clusters Score -213486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -213535.812500 Penalty: 761.888245
	Iteration 17Q: 3 clusters Score -213535.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -213595.687500 Penalty: 761.888245
	Iteration 18Q: 3 clusters Score -213595.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -213648.718750 Penalty: 761.888245
	Iteration 19Q: 3 clusters Score -213648.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -213683.671875 Penalty: 761.888245
	Iteration 20F: 3 clusters Score -213683.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -213711.000000 Penalty: 761.888245
	Iteration 21Q: 3 clusters Score -213711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -213729.984375 Penalty: 761.888245
	Iteration 22Q: 3 clusters Score -213730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -213750.218750 Penalty: 761.888245
	Iteration 23Q: 3 clusters Score -213750.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -213759.937500 Penalty: 761.888245
	Iteration 24Q: 3 clusters Score -213759.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -213763.359375 Penalty: 761.888245
	Iteration 25Q: 3 clusters Score -213763.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -213767.015625 Penalty: 761.888245
	Iteration 26Q: 3 clusters Score -213767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -213772.781250 Penalty: 761.888245
	Iteration 27Q: 3 clusters Score -213772.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -213776.390625 Penalty: 761.888245
	Iteration 28Q: 3 clusters Score -213776.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -213780.812500 Penalty: 761.888245
	Iteration 29Q: 3 clusters Score -213780.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -213784.531250 Penalty: 761.888245
	Iteration 30Q: 3 clusters Score -213784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -213789.281250 Penalty: 761.888245
	Iteration 31Q: 3 clusters Score -213789.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -213796.187500 Penalty: 761.888245
	Iteration 32Q: 3 clusters Score -213796.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -213804.437500 Penalty: 761.888245
	Iteration 33Q: 3 clusters Score -213804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -213806.046875 Penalty: 761.888245
	Iteration 34Q: 3 clusters Score -213806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -213806.921875 Penalty: 761.888245
	Iteration 35Q: 3 clusters Score -213806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -213807.937500 Penalty: 761.888245
	Iteration 36Q: 3 clusters Score -213807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -213808.515625 Penalty: 761.888245
	Iteration 37Q: 3 clusters Score -213808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -213808.515625 Penalty: 761.888245
	Iteration 38F: 3 clusters Score -213808.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -61180.722656 Penalty: 327.038422
	Iteration 0F: 2 clusters Score -61180.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -60161.949219 Penalty: 654.076843
	Iteration 0F: 3 clusters Score -60161.95 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60498.898438 Penalty: 654.076843
	Iteration 1F: 3 clusters Score -60498.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -60578.882812 Penalty: 654.076843
	Iteration 2F: 3 clusters Score -60578.88 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -60642.804688 Penalty: 654.076843
	Iteration 3F: 3 clusters Score -60642.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -60684.960938 Penalty: 654.076843
	Iteration 4Q: 3 clusters Score -60684.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -60721.421875 Penalty: 654.076843
	Iteration 5Q: 3 clusters Score -60721.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -60745.246094 Penalty: 654.076843
	Iteration 6Q: 3 clusters Score -60745.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -60765.683594 Penalty: 654.076843
	Iteration 7Q: 3 clusters Score -60765.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -60777.914062 Penalty: 654.076843
	Iteration 8Q: 3 clusters Score -60777.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -60788.746094 Penalty: 654.076843
	Iteration 9Q: 3 clusters Score -60788.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -60805.726562 Penalty: 654.076843
	Iteration 10Q: 3 clusters Score -60805.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -60827.835938 Penalty: 654.076843
	Iteration 11Q: 3 clusters Score -60827.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -60843.984375 Penalty: 654.076843
	Iteration 12Q: 3 clusters Score -60843.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -60861.859375 Penalty: 654.076843
	Iteration 13Q: 3 clusters Score -60861.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -60884.906250 Penalty: 654.076843
	Iteration 14Q: 3 clusters Score -60884.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -60894.558594 Penalty: 654.076843
	Iteration 15Q: 3 clusters Score -60894.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -60897.843750 Penalty: 654.076843
	Iteration 16Q: 3 clusters Score -60897.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -60900.628906 Penalty: 654.076843
	Iteration 17Q: 3 clusters Score -60900.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -60902.367188 Penalty: 654.076843
	Iteration 18Q: 3 clusters Score -60902.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -60903.914062 Penalty: 654.076843
	Iteration 19Q: 3 clusters Score -60903.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -60905.710938 Penalty: 654.076843
	Iteration 20F: 3 clusters Score -60905.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -60906.160156 Penalty: 654.076843
	Iteration 21Q: 3 clusters Score -60906.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -60907.574219 Penalty: 654.076843
	Iteration 22Q: 3 clusters Score -60907.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -60912.000000 Penalty: 654.076843
	Iteration 23Q: 3 clusters Score -60912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -60916.894531 Penalty: 654.076843
	Iteration 24Q: 3 clusters Score -60916.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -60921.058594 Penalty: 654.076843
	Iteration 25Q: 3 clusters Score -60921.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -60923.554688 Penalty: 654.076843
	Iteration 26Q: 3 clusters Score -60923.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -60924.574219 Penalty: 654.076843
	Iteration 27Q: 3 clusters Score -60924.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -60925.144531 Penalty: 654.076843
	Iteration 28Q: 3 clusters Score -60925.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -60926.898438 Penalty: 654.076843
	Iteration 29Q: 3 clusters Score -60926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -60928.488281 Penalty: 654.076843
	Iteration 30Q: 3 clusters Score -60928.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -60928.964844 Penalty: 654.076843
	Iteration 31Q: 3 clusters Score -60928.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -60928.964844 Penalty: 654.076843
	Iteration 32F: 3 clusters Score -60928.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (218682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218682 members 
Entering Unmasked Estep 
Score: -10889148.000000 Penalty: 559.439514
	Iteration 0F: 2 clusters Score -1.088915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 109743 members 
Entering Unmasked Estep 
Score: -10747838.000000 Penalty: 1118.879028
	Iteration 0F: 3 clusters Score -1.074784e+07 nChanged 107772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 122945 members 
Entering Unmasked Estep 
Score: -10820194.000000 Penalty: 1118.879028
	Iteration 1F: 3 clusters Score -1.082019e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 129905 members 
Entering Unmasked Estep 
Score: -10830153.000000 Penalty: 1118.879028
	Iteration 2F: 3 clusters Score -1.083015e+07 nChanged 17133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 138034 members 
Entering Unmasked Estep 
Score: -10847428.000000 Penalty: 1118.879028
	Iteration 3F: 3 clusters Score -1.084743e+07 nChanged 17139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 143499 members 
Entering Unmasked Estep 
Score: -10866074.000000 Penalty: 1118.879028
	Iteration 4F: 3 clusters Score -1.086607e+07 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 144612 members 
Entering Unmasked Estep 
Score: -10876044.000000 Penalty: 1118.879028
	Iteration 5F: 3 clusters Score -1.087604e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 143756 members 
Entering Unmasked Estep 
Score: -10880051.000000 Penalty: 1118.879028
	Iteration 6Q: 3 clusters Score -1.088005e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 142144 members 
Entering Unmasked Estep 
Score: -10883026.000000 Penalty: 1118.879028
	Iteration 7Q: 3 clusters Score -1.088303e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -10885439.000000 Penalty: 1118.879028
	Iteration 8Q: 3 clusters Score -1.088544e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 137917 members 
Entering Unmasked Estep 
Score: -10887698.000000 Penalty: 1118.879028
	Iteration 9Q: 3 clusters Score -1.08877e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 135713 members 
Entering Unmasked Estep 
Score: -10889288.000000 Penalty: 1118.879028
	Iteration 10Q: 3 clusters Score -1.088929e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85344 members 
Mstep: Class 2 contains 133338 members 
Entering Unmasked Estep 
Score: -10890463.000000 Penalty: 1118.879028
	Iteration 11Q: 3 clusters Score -1.089046e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 130946 members 
Entering Unmasked Estep 
Score: -10891137.000000 Penalty: 1118.879028
	Iteration 12Q: 3 clusters Score -1.089114e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 128748 members 
Entering Unmasked Estep 
Score: -10891671.000000 Penalty: 1118.879028
	Iteration 13Q: 3 clusters Score -1.089167e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 126505 members 
Entering Unmasked Estep 
Score: -10891977.000000 Penalty: 1118.879028
	Iteration 14Q: 3 clusters Score -1.089198e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 124299 members 
Entering Unmasked Estep 
Score: -10892203.000000 Penalty: 1118.879028
	Iteration 15Q: 3 clusters Score -1.08922e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 122173 members 
Entering Unmasked Estep 
Score: -10892290.000000 Penalty: 1118.879028
	Iteration 16Q: 3 clusters Score -1.089229e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 120121 members 
Entering Unmasked Estep 
Score: -10892349.000000 Penalty: 1118.879028
	Iteration 17Q: 3 clusters Score -1.089235e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100541 members 
Mstep: Class 2 contains 118141 members 
Entering Unmasked Estep 
Score: -10892442.000000 Penalty: 1118.879028
	Iteration 18Q: 3 clusters Score -1.089244e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 116218 members 
Entering Unmasked Estep 
Score: -10892449.000000 Penalty: 1118.879028
	Iteration 19Q: 3 clusters Score -1.089245e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 114342 members 
Entering Unmasked Estep 
Score: -10892537.000000 Penalty: 1118.879028
	Iteration 20F: 3 clusters Score -1.089254e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106304 members 
Mstep: Class 2 contains 112378 members 
Entering Unmasked Estep 
Score: -10892562.000000 Penalty: 1118.879028
	Iteration 21Q: 3 clusters Score -1.089256e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108382 members 
Mstep: Class 2 contains 110300 members 
Entering Unmasked Estep 
Score: -10892465.000000 Penalty: 1118.879028
	Iteration 22Q: 3 clusters Score -1.089246e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110636 members 
Mstep: Class 2 contains 108046 members 
Entering Unmasked Estep 
Score: -10892484.000000 Penalty: 1118.879028
	Iteration 23Q: 3 clusters Score -1.089248e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -10892512.000000 Penalty: 1118.879028
	Iteration 24Q: 3 clusters Score -1.089251e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115158 members 
Mstep: Class 2 contains 103524 members 
Entering Unmasked Estep 
Score: -10892485.000000 Penalty: 1118.879028
	Iteration 25Q: 3 clusters Score -1.089248e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117414 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -10892540.000000 Penalty: 1118.879028
	Iteration 26Q: 3 clusters Score -1.089254e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119700 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -10892543.000000 Penalty: 1118.879028
	Iteration 27Q: 3 clusters Score -1.089254e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121833 members 
Mstep: Class 2 contains 96849 members 
Entering Unmasked Estep 
Score: -10892651.000000 Penalty: 1118.879028
	Iteration 28Q: 3 clusters Score -1.089265e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124000 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -10892584.000000 Penalty: 1118.879028
	Iteration 29Q: 3 clusters Score -1.089258e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126072 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -10892683.000000 Penalty: 1118.879028
	Iteration 30Q: 3 clusters Score -1.089268e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127996 members 
Mstep: Class 2 contains 90686 members 
Entering Unmasked Estep 
Score: -10892756.000000 Penalty: 1118.879028
	Iteration 31Q: 3 clusters Score -1.089276e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129832 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -10892762.000000 Penalty: 1118.879028
	Iteration 32Q: 3 clusters Score -1.089276e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131651 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -10892808.000000 Penalty: 1118.879028
	Iteration 33Q: 3 clusters Score -1.089281e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -10892752.000000 Penalty: 1118.879028
	Iteration 34Q: 3 clusters Score -1.089275e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135097 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -10892749.000000 Penalty: 1118.879028
	Iteration 35Q: 3 clusters Score -1.089275e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136774 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -10892718.000000 Penalty: 1118.879028
	Iteration 36Q: 3 clusters Score -1.089272e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138361 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -10892692.000000 Penalty: 1118.879028
	Iteration 37Q: 3 clusters Score -1.089269e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139750 members 
Mstep: Class 2 contains 78932 members 
Entering Unmasked Estep 
Score: -10892674.000000 Penalty: 1118.879028
	Iteration 38Q: 3 clusters Score -1.089267e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141142 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -10892644.000000 Penalty: 1118.879028
	Iteration 39Q: 3 clusters Score -1.089264e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142604 members 
Mstep: Class 2 contains 76078 members 
Entering Unmasked Estep 
Score: -10892580.000000 Penalty: 1118.879028
	Iteration 40F: 3 clusters Score -1.089258e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143960 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -10892621.000000 Penalty: 1118.879028
	Iteration 41Q: 3 clusters Score -1.089262e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145351 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -10892646.000000 Penalty: 1118.879028
	Iteration 42Q: 3 clusters Score -1.089265e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146773 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -10892739.000000 Penalty: 1118.879028
	Iteration 43Q: 3 clusters Score -1.089274e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148198 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -10892781.000000 Penalty: 1118.879028
	Iteration 44Q: 3 clusters Score -1.089278e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149669 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -10892830.000000 Penalty: 1118.879028
	Iteration 45Q: 3 clusters Score -1.089283e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -10892813.000000 Penalty: 1118.879028
	Iteration 46Q: 3 clusters Score -1.089281e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152686 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -10892935.000000 Penalty: 1118.879028
	Iteration 47Q: 3 clusters Score -1.089294e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154160 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -10892951.000000 Penalty: 1118.879028
	Iteration 48Q: 3 clusters Score -1.089295e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155563 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -10892958.000000 Penalty: 1118.879028
	Iteration 49Q: 3 clusters Score -1.089296e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -10892996.000000 Penalty: 1118.879028
	Iteration 50Q: 3 clusters Score -1.0893e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158175 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -10893042.000000 Penalty: 1118.879028
	Iteration 51Q: 3 clusters Score -1.089304e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159499 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -10893064.000000 Penalty: 1118.879028
	Iteration 52Q: 3 clusters Score -1.089306e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160833 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -10893044.000000 Penalty: 1118.879028
	Iteration 53Q: 3 clusters Score -1.089304e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162112 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -10893240.000000 Penalty: 1118.879028
	Iteration 54Q: 3 clusters Score -1.089324e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163339 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -10893424.000000 Penalty: 1118.879028
	Iteration 55Q: 3 clusters Score -1.089342e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164413 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -10893578.000000 Penalty: 1118.879028
	Iteration 56Q: 3 clusters Score -1.089358e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165398 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -10893701.000000 Penalty: 1118.879028
	Iteration 57Q: 3 clusters Score -1.08937e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166411 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -10893870.000000 Penalty: 1118.879028
	Iteration 58Q: 3 clusters Score -1.089387e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167266 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -10893946.000000 Penalty: 1118.879028
	Iteration 59Q: 3 clusters Score -1.089395e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168254 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -10894043.000000 Penalty: 1118.879028
	Iteration 60F: 3 clusters Score -1.089404e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169027 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -10894098.000000 Penalty: 1118.879028
	Iteration 61Q: 3 clusters Score -1.08941e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169761 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -10894122.000000 Penalty: 1118.879028
	Iteration 62Q: 3 clusters Score -1.089412e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170506 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -10894172.000000 Penalty: 1118.879028
	Iteration 63Q: 3 clusters Score -1.089417e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171192 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -10894231.000000 Penalty: 1118.879028
	Iteration 64Q: 3 clusters Score -1.089423e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171779 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -10894282.000000 Penalty: 1118.879028
	Iteration 65Q: 3 clusters Score -1.089428e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172274 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -10894250.000000 Penalty: 1118.879028
	Iteration 66Q: 3 clusters Score -1.089425e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172727 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -10894277.000000 Penalty: 1118.879028
	Iteration 67Q: 3 clusters Score -1.089428e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173122 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -10894288.000000 Penalty: 1118.879028
	Iteration 68Q: 3 clusters Score -1.089429e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173568 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -10894299.000000 Penalty: 1118.879028
	Iteration 69Q: 3 clusters Score -1.08943e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173977 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -10894272.000000 Penalty: 1118.879028
	Iteration 70Q: 3 clusters Score -1.089427e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174321 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -10894316.000000 Penalty: 1118.879028
	Iteration 71Q: 3 clusters Score -1.089432e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174725 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -10894338.000000 Penalty: 1118.879028
	Iteration 72Q: 3 clusters Score -1.089434e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175165 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -10894306.000000 Penalty: 1118.879028
	Iteration 73Q: 3 clusters Score -1.089431e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175506 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -10894310.000000 Penalty: 1118.879028
	Iteration 74Q: 3 clusters Score -1.089431e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175885 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -10894314.000000 Penalty: 1118.879028
	Iteration 75Q: 3 clusters Score -1.089431e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176262 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -10894300.000000 Penalty: 1118.879028
	Iteration 76Q: 3 clusters Score -1.08943e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -10894278.000000 Penalty: 1118.879028
	Iteration 77Q: 3 clusters Score -1.089428e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176808 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -10894248.000000 Penalty: 1118.879028
	Iteration 78Q: 3 clusters Score -1.089425e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176978 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -10894257.000000 Penalty: 1118.879028
	Iteration 79Q: 3 clusters Score -1.089426e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177171 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -10894264.000000 Penalty: 1118.879028
	Iteration 80F: 3 clusters Score -1.089426e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177332 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -10894238.000000 Penalty: 1118.879028
	Iteration 81Q: 3 clusters Score -1.089424e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177560 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -10894269.000000 Penalty: 1118.879028
	Iteration 82Q: 3 clusters Score -1.089427e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177626 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -10894232.000000 Penalty: 1118.879028
	Iteration 83Q: 3 clusters Score -1.089423e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177755 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -10894225.000000 Penalty: 1118.879028
	Iteration 84Q: 3 clusters Score -1.089422e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177819 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -10894189.000000 Penalty: 1118.879028
	Iteration 85Q: 3 clusters Score -1.089419e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177955 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -10894189.000000 Penalty: 1118.879028
	Iteration 86Q: 3 clusters Score -1.089419e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178038 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -10894186.000000 Penalty: 1118.879028
	Iteration 87Q: 3 clusters Score -1.089419e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178214 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -10894178.000000 Penalty: 1118.879028
	Iteration 88Q: 3 clusters Score -1.089418e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178313 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -10894166.000000 Penalty: 1118.879028
	Iteration 89Q: 3 clusters Score -1.089417e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178454 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -10894154.000000 Penalty: 1118.879028
	Iteration 90Q: 3 clusters Score -1.089415e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178574 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -10894150.000000 Penalty: 1118.879028
	Iteration 91Q: 3 clusters Score -1.089415e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178659 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -10894143.000000 Penalty: 1118.879028
	Iteration 92Q: 3 clusters Score -1.089414e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178770 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -10894151.000000 Penalty: 1118.879028
	Iteration 93Q: 3 clusters Score -1.089415e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178826 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -10894160.000000 Penalty: 1118.879028
	Iteration 94Q: 3 clusters Score -1.089416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178856 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -10894163.000000 Penalty: 1118.879028
	Iteration 95Q: 3 clusters Score -1.089416e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178933 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -10894163.000000 Penalty: 1118.879028
	Iteration 96Q: 3 clusters Score -1.089416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178957 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -10894169.000000 Penalty: 1118.879028
	Iteration 97Q: 3 clusters Score -1.089417e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178999 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -10894160.000000 Penalty: 1118.879028
	Iteration 98Q: 3 clusters Score -1.089416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179025 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -10894163.000000 Penalty: 1118.879028
	Iteration 99Q: 3 clusters Score -1.089416e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179058 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -10894155.000000 Penalty: 1118.879028
	Iteration 100F: 3 clusters Score -1.089416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179077 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -10894157.000000 Penalty: 1118.879028
	Iteration 101Q: 3 clusters Score -1.089416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179084 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -10894163.000000 Penalty: 1118.879028
	Iteration 102Q: 3 clusters Score -1.089416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179102 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -10894161.000000 Penalty: 1118.879028
	Iteration 103Q: 3 clusters Score -1.089416e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179161 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -10894159.000000 Penalty: 1118.879028
	Iteration 104Q: 3 clusters Score -1.089416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179214 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -10894153.000000 Penalty: 1118.879028
	Iteration 105Q: 3 clusters Score -1.089415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179234 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -10894155.000000 Penalty: 1118.879028
	Iteration 106Q: 3 clusters Score -1.089416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179235 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -10894153.000000 Penalty: 1118.879028
	Iteration 107Q: 3 clusters Score -1.089415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -10894169.000000 Penalty: 1118.879028
	Iteration 108Q: 3 clusters Score -1.089417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179241 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -10894150.000000 Penalty: 1118.879028
	Iteration 109Q: 3 clusters Score -1.089415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179249 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -10894156.000000 Penalty: 1118.879028
	Iteration 110Q: 3 clusters Score -1.089416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179281 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -10894143.000000 Penalty: 1118.879028
	Iteration 111Q: 3 clusters Score -1.089414e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179330 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -10894140.000000 Penalty: 1118.879028
	Iteration 112Q: 3 clusters Score -1.089414e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179387 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -10894147.000000 Penalty: 1118.879028
	Iteration 113Q: 3 clusters Score -1.089415e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179423 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -10894148.000000 Penalty: 1118.879028
	Iteration 114Q: 3 clusters Score -1.089415e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179494 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -10894136.000000 Penalty: 1118.879028
	Iteration 115Q: 3 clusters Score -1.089414e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179593 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -10894134.000000 Penalty: 1118.879028
	Iteration 116Q: 3 clusters Score -1.089413e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179675 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -10894128.000000 Penalty: 1118.879028
	Iteration 117Q: 3 clusters Score -1.089413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179683 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -10894130.000000 Penalty: 1118.879028
	Iteration 118Q: 3 clusters Score -1.089413e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -10894133.000000 Penalty: 1118.879028
	Iteration 119Q: 3 clusters Score -1.089413e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179778 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -10894131.000000 Penalty: 1118.879028
	Iteration 120F: 3 clusters Score -1.089413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179801 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -10894124.000000 Penalty: 1118.879028
	Iteration 121Q: 3 clusters Score -1.089412e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179877 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -10894098.000000 Penalty: 1118.879028
	Iteration 122Q: 3 clusters Score -1.08941e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179946 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -10894111.000000 Penalty: 1118.879028
	Iteration 123Q: 3 clusters Score -1.089411e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179985 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -10894107.000000 Penalty: 1118.879028
	Iteration 124Q: 3 clusters Score -1.089411e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -10894108.000000 Penalty: 1118.879028
	Iteration 125Q: 3 clusters Score -1.089411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180024 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -10894105.000000 Penalty: 1118.879028
	Iteration 126Q: 3 clusters Score -1.08941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180023 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -10894105.000000 Penalty: 1118.879028
	Iteration 127Q: 3 clusters Score -1.08941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180027 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -10894107.000000 Penalty: 1118.879028
	Iteration 128Q: 3 clusters Score -1.089411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180036 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -10894106.000000 Penalty: 1118.879028
	Iteration 129Q: 3 clusters Score -1.089411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180061 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -10894105.000000 Penalty: 1118.879028
	Iteration 130Q: 3 clusters Score -1.08941e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180115 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -10894117.000000 Penalty: 1118.879028
	Iteration 131Q: 3 clusters Score -1.089412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180136 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -10894113.000000 Penalty: 1118.879028
	Iteration 132Q: 3 clusters Score -1.089411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180134 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -10894113.000000 Penalty: 1118.879028
	Iteration 133Q: 3 clusters Score -1.089411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180161 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -10894110.000000 Penalty: 1118.879028
	Iteration 134Q: 3 clusters Score -1.089411e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180208 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -10894112.000000 Penalty: 1118.879028
	Iteration 135Q: 3 clusters Score -1.089411e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180303 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -10894102.000000 Penalty: 1118.879028
	Iteration 136Q: 3 clusters Score -1.08941e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180391 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -10894102.000000 Penalty: 1118.879028
	Iteration 137Q: 3 clusters Score -1.08941e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180464 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -10894110.000000 Penalty: 1118.879028
	Iteration 138Q: 3 clusters Score -1.089411e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180523 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -10894115.000000 Penalty: 1118.879028
	Iteration 139Q: 3 clusters Score -1.089412e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180592 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -10894113.000000 Penalty: 1118.879028
	Iteration 140F: 3 clusters Score -1.089411e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180688 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -10894117.000000 Penalty: 1118.879028
	Iteration 141Q: 3 clusters Score -1.089412e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180737 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -10894101.000000 Penalty: 1118.879028
	Iteration 142Q: 3 clusters Score -1.08941e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180840 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -10894088.000000 Penalty: 1118.879028
	Iteration 143Q: 3 clusters Score -1.089409e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180867 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -10894090.000000 Penalty: 1118.879028
	Iteration 144Q: 3 clusters Score -1.089409e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180792 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -10894082.000000 Penalty: 1118.879028
	Iteration 145Q: 3 clusters Score -1.089408e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180821 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -10894093.000000 Penalty: 1118.879028
	Iteration 146Q: 3 clusters Score -1.089409e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180922 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -10894070.000000 Penalty: 1118.879028
	Iteration 147Q: 3 clusters Score -1.089407e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180974 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -10894075.000000 Penalty: 1118.879028
	Iteration 148Q: 3 clusters Score -1.089408e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181028 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -10894074.000000 Penalty: 1118.879028
	Iteration 149Q: 3 clusters Score -1.089407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181038 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -10894079.000000 Penalty: 1118.879028
	Iteration 150Q: 3 clusters Score -1.089408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181027 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -10894075.000000 Penalty: 1118.879028
	Iteration 151Q: 3 clusters Score -1.089408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181011 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -10894081.000000 Penalty: 1118.879028
	Iteration 152Q: 3 clusters Score -1.089408e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181042 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -10894085.000000 Penalty: 1118.879028
	Iteration 153Q: 3 clusters Score -1.089408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181036 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -10894084.000000 Penalty: 1118.879028
	Iteration 154Q: 3 clusters Score -1.089408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181035 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -10894083.000000 Penalty: 1118.879028
	Iteration 155Q: 3 clusters Score -1.089408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181036 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -10894083.000000 Penalty: 1118.879028
	Iteration 156Q: 3 clusters Score -1.089408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181031 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -10894076.000000 Penalty: 1118.879028
	Iteration 157Q: 3 clusters Score -1.089408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181014 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -10894075.000000 Penalty: 1118.879028
	Iteration 158Q: 3 clusters Score -1.089408e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181059 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -10894077.000000 Penalty: 1118.879028
	Iteration 159Q: 3 clusters Score -1.089408e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181140 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -10894072.000000 Penalty: 1118.879028
	Iteration 160F: 3 clusters Score -1.089407e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181178 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -10894073.000000 Penalty: 1118.879028
	Iteration 161Q: 3 clusters Score -1.089407e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181247 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -10894065.000000 Penalty: 1118.879028
	Iteration 162Q: 3 clusters Score -1.089406e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181323 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -10894086.000000 Penalty: 1118.879028
	Iteration 163Q: 3 clusters Score -1.089409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181303 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -10894066.000000 Penalty: 1118.879028
	Iteration 164Q: 3 clusters Score -1.089407e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181353 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -10894083.000000 Penalty: 1118.879028
	Iteration 165Q: 3 clusters Score -1.089408e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181459 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -10894072.000000 Penalty: 1118.879028
	Iteration 166Q: 3 clusters Score -1.089407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181444 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -10894072.000000 Penalty: 1118.879028
	Iteration 167Q: 3 clusters Score -1.089407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181448 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -10894057.000000 Penalty: 1118.879028
	Iteration 168Q: 3 clusters Score -1.089406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181479 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -10894052.000000 Penalty: 1118.879028
	Iteration 169Q: 3 clusters Score -1.089405e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181546 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -10894048.000000 Penalty: 1118.879028
	Iteration 170Q: 3 clusters Score -1.089405e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181604 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -10894058.000000 Penalty: 1118.879028
	Iteration 171Q: 3 clusters Score -1.089406e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181666 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -10894061.000000 Penalty: 1118.879028
	Iteration 172Q: 3 clusters Score -1.089406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181698 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -10894043.000000 Penalty: 1118.879028
	Iteration 173Q: 3 clusters Score -1.089404e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181762 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -10894053.000000 Penalty: 1118.879028
	Iteration 174Q: 3 clusters Score -1.089405e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181847 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -10894066.000000 Penalty: 1118.879028
	Iteration 175Q: 3 clusters Score -1.089407e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181898 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -10894057.000000 Penalty: 1118.879028
	Iteration 176Q: 3 clusters Score -1.089406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181930 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -10894060.000000 Penalty: 1118.879028
	Iteration 177Q: 3 clusters Score -1.089406e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181982 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -10894060.000000 Penalty: 1118.879028
	Iteration 178Q: 3 clusters Score -1.089406e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182037 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -10894065.000000 Penalty: 1118.879028
	Iteration 179Q: 3 clusters Score -1.089406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182030 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -10894067.000000 Penalty: 1118.879028
	Iteration 180F: 3 clusters Score -1.089407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182035 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -10894064.000000 Penalty: 1118.879028
	Iteration 181Q: 3 clusters Score -1.089406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182038 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -10894071.000000 Penalty: 1118.879028
	Iteration 182Q: 3 clusters Score -1.089407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182040 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -10894065.000000 Penalty: 1118.879028
	Iteration 183Q: 3 clusters Score -1.089406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182041 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -10894067.000000 Penalty: 1118.879028
	Iteration 184Q: 3 clusters Score -1.089407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182041 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -10894067.000000 Penalty: 1118.879028
	Iteration 185F: 3 clusters Score -1.089407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97406 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 42780 members 
Mstep: Class 9 contains 62217 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 88764 members 
Mstep: Class 14 contains 217494 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 79573 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182041 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 43781 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 132979 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 941 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 21294 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37491 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 174171 members 
Mstep: Class 43 contains 10595 members 
Mstep: Class 44 contains 28523 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7510 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 452 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 210272 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 203839 members 
Mstep: Class 65 contains 14342 members 
Mstep: Class 66 contains 68348 members 
Mstep: Class 67 contains 1677 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 96413 members 
Mstep: Class 72 contains 36641 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
Score: -90745424.000000 Penalty: 48792.312500
Splitting cluster 25 changes total score from -90742792.000000 to -90745424.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 26 (4920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Entering Unmasked Estep 
Score: -228949.750000 Penalty: 386.798370
	Iteration 0F: 2 clusters Score -228949.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -225677.000000 Penalty: 773.596741
	Iteration 0F: 3 clusters Score -225677 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -227012.609375 Penalty: 773.596741
	Iteration 1F: 3 clusters Score -227012.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -227178.375000 Penalty: 773.596741
	Iteration 2F: 3 clusters Score -227178.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -227343.718750 Penalty: 773.596741
	Iteration 3F: 3 clusters Score -227343.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -227533.000000 Penalty: 773.596741
	Iteration 4F: 3 clusters Score -227533 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -227727.593750 Penalty: 773.596741
	Iteration 5F: 3 clusters Score -227727.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -227932.781250 Penalty: 773.596741
	Iteration 6F: 3 clusters Score -227932.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -228127.156250 Penalty: 773.596741
	Iteration 7Q: 3 clusters Score -228127.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -228287.140625 Penalty: 773.596741
	Iteration 8Q: 3 clusters Score -228287.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -228397.046875 Penalty: 773.596741
	Iteration 9Q: 3 clusters Score -228397 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -228481.578125 Penalty: 773.596741
	Iteration 10Q: 3 clusters Score -228481.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -228544.875000 Penalty: 773.596741
	Iteration 11Q: 3 clusters Score -228544.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -228586.296875 Penalty: 773.596741
	Iteration 12Q: 3 clusters Score -228586.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -228618.890625 Penalty: 773.596741
	Iteration 13Q: 3 clusters Score -228618.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -228630.453125 Penalty: 773.596741
	Iteration 14Q: 3 clusters Score -228630.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -228640.750000 Penalty: 773.596741
	Iteration 15Q: 3 clusters Score -228640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -228646.109375 Penalty: 773.596741
	Iteration 16Q: 3 clusters Score -228646.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -228653.812500 Penalty: 773.596741
	Iteration 17Q: 3 clusters Score -228653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -228654.265625 Penalty: 773.596741
	Iteration 18Q: 3 clusters Score -228654.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -228654.265625 Penalty: 773.596741
	Iteration 19F: 3 clusters Score -228654.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -130088.968750 Penalty: 359.242340
	Iteration 0F: 2 clusters Score -130089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -128210.773438 Penalty: 718.484680
	Iteration 0F: 3 clusters Score -128210.8 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -128856.789062 Penalty: 718.484680
	Iteration 1F: 3 clusters Score -128856.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -129028.125000 Penalty: 718.484680
	Iteration 2F: 3 clusters Score -129028.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -129251.671875 Penalty: 718.484680
	Iteration 3F: 3 clusters Score -129251.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -129477.093750 Penalty: 718.484680
	Iteration 4F: 3 clusters Score -129477.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -129656.929688 Penalty: 718.484680
	Iteration 5F: 3 clusters Score -129656.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -129773.632812 Penalty: 718.484680
	Iteration 6Q: 3 clusters Score -129773.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129817.546875 Penalty: 718.484680
	Iteration 7Q: 3 clusters Score -129817.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129838.570312 Penalty: 718.484680
	Iteration 8Q: 3 clusters Score -129838.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -129848.507812 Penalty: 718.484680
	Iteration 9Q: 3 clusters Score -129848.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -129857.695312 Penalty: 718.484680
	Iteration 10Q: 3 clusters Score -129857.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -129863.304688 Penalty: 718.484680
	Iteration 11Q: 3 clusters Score -129863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -129864.546875 Penalty: 718.484680
	Iteration 12Q: 3 clusters Score -129864.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -129865.234375 Penalty: 718.484680
	Iteration 13Q: 3 clusters Score -129865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -129865.664062 Penalty: 718.484680
	Iteration 14Q: 3 clusters Score -129865.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -129865.710938 Penalty: 718.484680
	Iteration 15Q: 3 clusters Score -129865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -129865.710938 Penalty: 718.484680
	Iteration 16F: 3 clusters Score -129865.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Entering Unmasked Estep 
Score: -2024981.875000 Penalty: 486.256470
	Iteration 0F: 2 clusters Score -2024982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -1995607.625000 Penalty: 972.512939
	Iteration 0F: 3 clusters Score -1995608 nChanged 21184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2008196.500000 Penalty: 972.512939
	Iteration 1F: 3 clusters Score -2008196 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2008891.875000 Penalty: 972.512939
	Iteration 2Q: 3 clusters Score -2008892 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2010035.000000 Penalty: 972.512939
	Iteration 3Q: 3 clusters Score -2010035 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -2011944.375000 Penalty: 972.512939
	Iteration 4F: 3 clusters Score -2011944 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -2014729.250000 Penalty: 972.512939
	Iteration 5F: 3 clusters Score -2014729 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -2017301.500000 Penalty: 972.512939
	Iteration 6F: 3 clusters Score -2017302 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -2018641.000000 Penalty: 972.512939
	Iteration 7F: 3 clusters Score -2018641 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -2019315.250000 Penalty: 972.512939
	Iteration 8Q: 3 clusters Score -2019315 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -2019859.375000 Penalty: 972.512939
	Iteration 9Q: 3 clusters Score -2019859 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -2020416.125000 Penalty: 972.512939
	Iteration 10Q: 3 clusters Score -2020416 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -2021008.875000 Penalty: 972.512939
	Iteration 11Q: 3 clusters Score -2021009 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -2021587.750000 Penalty: 972.512939
	Iteration 12Q: 3 clusters Score -2021588 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -2022102.875000 Penalty: 972.512939
	Iteration 13Q: 3 clusters Score -2022103 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -2022510.750000 Penalty: 972.512939
	Iteration 14Q: 3 clusters Score -2022511 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -2022822.000000 Penalty: 972.512939
	Iteration 15Q: 3 clusters Score -2022822 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -2023068.750000 Penalty: 972.512939
	Iteration 16Q: 3 clusters Score -2023069 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -2023275.375000 Penalty: 972.512939
	Iteration 17Q: 3 clusters Score -2023275 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -2023441.250000 Penalty: 972.512939
	Iteration 18Q: 3 clusters Score -2023441 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -2023552.625000 Penalty: 972.512939
	Iteration 19Q: 3 clusters Score -2023553 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -2023635.875000 Penalty: 972.512939
	Iteration 20F: 3 clusters Score -2023636 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -2023703.125000 Penalty: 972.512939
	Iteration 21Q: 3 clusters Score -2023703 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -2023771.250000 Penalty: 972.512939
	Iteration 22Q: 3 clusters Score -2023771 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -2023816.500000 Penalty: 972.512939
	Iteration 23Q: 3 clusters Score -2023816 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -2023871.750000 Penalty: 972.512939
	Iteration 24Q: 3 clusters Score -2023872 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -2023924.875000 Penalty: 972.512939
	Iteration 25Q: 3 clusters Score -2023925 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -2023965.750000 Penalty: 972.512939
	Iteration 26Q: 3 clusters Score -2023966 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -2024008.500000 Penalty: 972.512939
	Iteration 27Q: 3 clusters Score -2024008 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -2024036.125000 Penalty: 972.512939
	Iteration 28Q: 3 clusters Score -2024036 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -2024067.125000 Penalty: 972.512939
	Iteration 29Q: 3 clusters Score -2024067 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -2024090.875000 Penalty: 972.512939
	Iteration 30Q: 3 clusters Score -2024091 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -2024116.375000 Penalty: 972.512939
	Iteration 31Q: 3 clusters Score -2024116 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -2024136.375000 Penalty: 972.512939
	Iteration 32Q: 3 clusters Score -2024136 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -2024161.750000 Penalty: 972.512939
	Iteration 33Q: 3 clusters Score -2024162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -2024188.375000 Penalty: 972.512939
	Iteration 34Q: 3 clusters Score -2024188 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -2024216.375000 Penalty: 972.512939
	Iteration 35Q: 3 clusters Score -2024216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -2024230.750000 Penalty: 972.512939
	Iteration 36Q: 3 clusters Score -2024231 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -2024253.875000 Penalty: 972.512939
	Iteration 37Q: 3 clusters Score -2024254 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -2024275.750000 Penalty: 972.512939
	Iteration 38Q: 3 clusters Score -2024276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -2024289.000000 Penalty: 972.512939
	Iteration 39Q: 3 clusters Score -2024289 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -2024299.625000 Penalty: 972.512939
	Iteration 40F: 3 clusters Score -2024300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -2024318.125000 Penalty: 972.512939
	Iteration 41Q: 3 clusters Score -2024318 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -2024325.125000 Penalty: 972.512939
	Iteration 42Q: 3 clusters Score -2024325 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -2024331.500000 Penalty: 972.512939
	Iteration 43Q: 3 clusters Score -2024332 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -2024338.250000 Penalty: 972.512939
	Iteration 44Q: 3 clusters Score -2024338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -2024350.250000 Penalty: 972.512939
	Iteration 45Q: 3 clusters Score -2024350 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -2024356.625000 Penalty: 972.512939
	Iteration 46Q: 3 clusters Score -2024357 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -2024364.750000 Penalty: 972.512939
	Iteration 47Q: 3 clusters Score -2024365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -2024373.000000 Penalty: 972.512939
	Iteration 48Q: 3 clusters Score -2024373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -2024375.875000 Penalty: 972.512939
	Iteration 49Q: 3 clusters Score -2024376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -2024375.125000 Penalty: 972.512939
	Iteration 50Q: 3 clusters Score -2024375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -2024380.500000 Penalty: 972.512939
	Iteration 51Q: 3 clusters Score -2024380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -2024382.250000 Penalty: 972.512939
	Iteration 52Q: 3 clusters Score -2024382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -2024384.250000 Penalty: 972.512939
	Iteration 53Q: 3 clusters Score -2024384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -2024385.500000 Penalty: 972.512939
	Iteration 54Q: 3 clusters Score -2024386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -2024391.250000 Penalty: 972.512939
	Iteration 55Q: 3 clusters Score -2024391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -2024403.000000 Penalty: 972.512939
	Iteration 56Q: 3 clusters Score -2024403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -2024410.875000 Penalty: 972.512939
	Iteration 57Q: 3 clusters Score -2024411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -2024410.875000 Penalty: 972.512939
	Iteration 58Q: 3 clusters Score -2024411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -2024416.500000 Penalty: 972.512939
	Iteration 59Q: 3 clusters Score -2024416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -2024418.875000 Penalty: 972.512939
	Iteration 60F: 3 clusters Score -2024419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -2024424.750000 Penalty: 972.512939
	Iteration 61Q: 3 clusters Score -2024425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -2024427.750000 Penalty: 972.512939
	Iteration 62Q: 3 clusters Score -2024428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -2024427.875000 Penalty: 972.512939
	Iteration 63Q: 3 clusters Score -2024428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -2024426.375000 Penalty: 972.512939
	Iteration 64Q: 3 clusters Score -2024426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -2024427.375000 Penalty: 972.512939
	Iteration 65Q: 3 clusters Score -2024427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -2024435.125000 Penalty: 972.512939
	Iteration 66Q: 3 clusters Score -2024435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2024438 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2024435 nChanged 12
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Mstep: Class 1 contains 3938 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2024437 nChanged 13
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Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2024438 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2024440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2024445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2024447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2024444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -2024441.000000 Penalty: 972.512939
	Iteration 75Q: 3 clusters Score -2024441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2024442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2024444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -2024443.125000 Penalty: 972.512939
	Iteration 78Q: 3 clusters Score -2024443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2024448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2024445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2024445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2024446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2024446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2024446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -2024447.625000 Penalty: 972.512939
	Iteration 85Q: 3 clusters Score -2024448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2024447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2024445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -2024446.750000 Penalty: 972.512939
	Iteration 88Q: 3 clusters Score -2024447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2024448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2024446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2024446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2024447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2024452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2024451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2024453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -2024450.625000 Penalty: 972.512939
	Iteration 96Q: 3 clusters Score -2024451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -2024449.375000 Penalty: 972.512939
	Iteration 97Q: 3 clusters Score -2024449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -2024447.375000 Penalty: 972.512939
	Iteration 98Q: 3 clusters Score -2024447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -2024450.500000 Penalty: 972.512939
	Iteration 99Q: 3 clusters Score -2024450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -2024450.625000 Penalty: 972.512939
	Iteration 100F: 3 clusters Score -2024451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2024453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -2024451.250000 Penalty: 972.512939
	Iteration 102Q: 3 clusters Score -2024451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2024449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -2024451.125000 Penalty: 972.512939
	Iteration 104Q: 3 clusters Score -2024451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -2024455.500000 Penalty: 972.512939
	Iteration 105Q: 3 clusters Score -2024456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -2024455.750000 Penalty: 972.512939
	Iteration 106Q: 3 clusters Score -2024456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -2024463.000000 Penalty: 972.512939
	Iteration 107Q: 3 clusters Score -2024463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -2024460.875000 Penalty: 972.512939
	Iteration 108Q: 3 clusters Score -2024461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -2024466.375000 Penalty: 972.512939
	Iteration 109Q: 3 clusters Score -2024466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2024466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -2024465.000000 Penalty: 972.512939
	Iteration 111Q: 3 clusters Score -2024465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -2024461.000000 Penalty: 972.512939
	Iteration 112Q: 3 clusters Score -2024461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -2024462.375000 Penalty: 972.512939
	Iteration 113Q: 3 clusters Score -2024462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -2024469.625000 Penalty: 972.512939
	Iteration 114Q: 3 clusters Score -2024470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -2024469.000000 Penalty: 972.512939
	Iteration 115Q: 3 clusters Score -2024469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2024469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -2024470.750000 Penalty: 972.512939
	Iteration 117Q: 3 clusters Score -2024471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -2024473.500000 Penalty: 972.512939
	Iteration 118Q: 3 clusters Score -2024474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2024472 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -2024471.625000 Penalty: 972.512939
	Iteration 120F: 3 clusters Score -2024472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -2024472.375000 Penalty: 972.512939
	Iteration 121Q: 3 clusters Score -2024472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -2024476.625000 Penalty: 972.512939
	Iteration 122Q: 3 clusters Score -2024477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -2024478.625000 Penalty: 972.512939
	Iteration 123Q: 3 clusters Score -2024479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -2024477.750000 Penalty: 972.512939
	Iteration 124Q: 3 clusters Score -2024478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -2024480.875000 Penalty: 972.512939
	Iteration 125Q: 3 clusters Score -2024481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -2024480.375000 Penalty: 972.512939
	Iteration 126Q: 3 clusters Score -2024480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -2024481.000000 Penalty: 972.512939
	Iteration 127Q: 3 clusters Score -2024481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -2024479.750000 Penalty: 972.512939
	Iteration 128Q: 3 clusters Score -2024480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -2024481.125000 Penalty: 972.512939
	Iteration 129Q: 3 clusters Score -2024481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -2024484.375000 Penalty: 972.512939
	Iteration 130Q: 3 clusters Score -2024484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -2024484.250000 Penalty: 972.512939
	Iteration 131Q: 3 clusters Score -2024484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -2024482.875000 Penalty: 972.512939
	Iteration 132Q: 3 clusters Score -2024483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -2024483.125000 Penalty: 972.512939
	Iteration 133Q: 3 clusters Score -2024483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -2024482.625000 Penalty: 972.512939
	Iteration 134Q: 3 clusters Score -2024483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -2024482.625000 Penalty: 972.512939
	Iteration 135Q: 3 clusters Score -2024483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2024484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2024484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -2024485.500000 Penalty: 972.512939
	Iteration 138Q: 3 clusters Score -2024486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2024485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -2024485.875000 Penalty: 972.512939
	Iteration 140F: 3 clusters Score -2024486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -2024486.000000 Penalty: 972.512939
	Iteration 141Q: 3 clusters Score -2024486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -2024486.000000 Penalty: 972.512939
	Iteration 142Q: 3 clusters Score -2024486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -2024485.250000 Penalty: 972.512939
	Iteration 143Q: 3 clusters Score -2024485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2024484 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
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	Iteration 145F: 3 clusters Score -2024484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -167155.687500 Penalty: 369.648834
	Iteration 0F: 2 clusters Score -167155.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -164851.687500 Penalty: 739.297668
	Iteration 0F: 3 clusters Score -164851.7 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -165566.468750 Penalty: 739.297668
	Iteration 1F: 3 clusters Score -165566.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -165639.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -165694.250000 Penalty: 739.297668
	Iteration 3Q: 3 clusters Score -165694.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -165731.343750 Penalty: 739.297668
	Iteration 4Q: 3 clusters Score -165731.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -165759.890625 Penalty: 739.297668
	Iteration 5Q: 3 clusters Score -165759.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -165787.140625 Penalty: 739.297668
	Iteration 6Q: 3 clusters Score -165787.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -165823.093750 Penalty: 739.297668
	Iteration 7Q: 3 clusters Score -165823.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -165858.203125 Penalty: 739.297668
	Iteration 8Q: 3 clusters Score -165858.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -165911.343750 Penalty: 739.297668
	Iteration 9Q: 3 clusters Score -165911.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -165963.687500 Penalty: 739.297668
	Iteration 10Q: 3 clusters Score -165963.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -166029.093750 Penalty: 739.297668
	Iteration 11Q: 3 clusters Score -166029.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -166111.000000 Penalty: 739.297668
	Iteration 12Q: 3 clusters Score -166111 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -166189.015625 Penalty: 739.297668
	Iteration 13Q: 3 clusters Score -166189 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -166288.328125 Penalty: 739.297668
	Iteration 14Q: 3 clusters Score -166288.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -166414.234375 Penalty: 739.297668
	Iteration 15Q: 3 clusters Score -166414.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -166504.125000 Penalty: 739.297668
	Iteration 16Q: 3 clusters Score -166504.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -166558.546875 Penalty: 739.297668
	Iteration 17Q: 3 clusters Score -166558.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -166599.625000 Penalty: 739.297668
	Iteration 18Q: 3 clusters Score -166599.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -166637.421875 Penalty: 739.297668
	Iteration 19Q: 3 clusters Score -166637.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -166660.187500 Penalty: 739.297668
	Iteration 20F: 3 clusters Score -166660.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -166675.078125 Penalty: 739.297668
	Iteration 21Q: 3 clusters Score -166675.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -166686.593750 Penalty: 739.297668
	Iteration 22Q: 3 clusters Score -166686.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -166698.734375 Penalty: 739.297668
	Iteration 23Q: 3 clusters Score -166698.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -166713.203125 Penalty: 739.297668
	Iteration 24Q: 3 clusters Score -166713.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -166729.828125 Penalty: 739.297668
	Iteration 25Q: 3 clusters Score -166729.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -166749.125000 Penalty: 739.297668
	Iteration 26Q: 3 clusters Score -166749.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -166762.937500 Penalty: 739.297668
	Iteration 27Q: 3 clusters Score -166762.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -166775.343750 Penalty: 739.297668
	Iteration 28Q: 3 clusters Score -166775.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -166783.343750 Penalty: 739.297668
	Iteration 29Q: 3 clusters Score -166783.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -166788.187500 Penalty: 739.297668
	Iteration 30Q: 3 clusters Score -166788.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -166789.890625 Penalty: 739.297668
	Iteration 31Q: 3 clusters Score -166789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -166791.265625 Penalty: 739.297668
	Iteration 32Q: 3 clusters Score -166791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -166792.015625 Penalty: 739.297668
	Iteration 33Q: 3 clusters Score -166792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -166793.171875 Penalty: 739.297668
	Iteration 34Q: 3 clusters Score -166793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -166794.671875 Penalty: 739.297668
	Iteration 35Q: 3 clusters Score -166794.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -166796.328125 Penalty: 739.297668
	Iteration 36Q: 3 clusters Score -166796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -166798.281250 Penalty: 739.297668
	Iteration 37Q: 3 clusters Score -166798.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -166801.921875 Penalty: 739.297668
	Iteration 38Q: 3 clusters Score -166801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -166803.687500 Penalty: 739.297668
	Iteration 39Q: 3 clusters Score -166803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -166805.562500 Penalty: 739.297668
	Iteration 40F: 3 clusters Score -166805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -166806.171875 Penalty: 739.297668
	Iteration 41Q: 3 clusters Score -166806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -166806.500000 Penalty: 739.297668
	Iteration 42Q: 3 clusters Score -166806.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -166806.437500 Penalty: 739.297668
	Iteration 43Q: 3 clusters Score -166806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -166806.437500 Penalty: 739.297668
	Iteration 44F: 3 clusters Score -166806.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -9331.790039 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -9331.79 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: -9025.895508 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -9025.896 nChanged 76
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: -9095.080078 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -9095.08 nChanged 12
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: -9107.963867 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -9107.964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9113.807617 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -9113.808 nChanged 5
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: -9119.848633 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -9119.849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9124.013672 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -9124.014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9125.500977 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -9125.501 nChanged 2
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: -9127.680664 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -9127.681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9129.162109 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -9129.162 nChanged 2
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: -9134.415039 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -9134.415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9140.587891 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -9140.588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9141.670898 Penalty: 497.208710
	Iteration 11Q: 3 clusters Score -9141.671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9142.809570 Penalty: 497.208710
	Iteration 12Q: 3 clusters Score -9142.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9143.663086 Penalty: 497.208710
	Iteration 13Q: 3 clusters Score -9143.663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9143.663086 Penalty: 497.208710
	Iteration 14F: 3 clusters Score -9143.663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (132979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132979 members 
Entering Unmasked Estep 
Score: -6670987.000000 Penalty: 536.806580
	Iteration 0F: 2 clusters Score -6670987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -6581554.500000 Penalty: 1073.613159
	Iteration 0F: 3 clusters Score -6581554 nChanged 65255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 80161 members 
Entering Unmasked Estep 
Score: -6623284.000000 Penalty: 1073.613159
	Iteration 1F: 3 clusters Score -6623284 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -6627880.500000 Penalty: 1073.613159
	Iteration 2F: 3 clusters Score -6627880 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -6636745.000000 Penalty: 1073.613159
	Iteration 3F: 3 clusters Score -6636745 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 113561 members 
Entering Unmasked Estep 
Score: -6649985.000000 Penalty: 1073.613159
	Iteration 4F: 3 clusters Score -6649985 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 125041 members 
Entering Unmasked Estep 
Score: -6662319.000000 Penalty: 1073.613159
	Iteration 5F: 3 clusters Score -6662319 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 131002 members 
Entering Unmasked Estep 
Score: -6668581.000000 Penalty: 1073.613159
	Iteration 6Q: 3 clusters Score -6668581 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 132663 members 
Entering Unmasked Estep 
Score: -6670201.000000 Penalty: 1073.613159
	Iteration 7Q: 3 clusters Score -6670201 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 132926 members 
Entering Unmasked Estep 
Score: -6670465.500000 Penalty: 1073.613159
	Iteration 8Q: 3 clusters Score -6670466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 132948 members 
Entering Unmasked Estep 
Score: -6670520.500000 Penalty: 1073.613159
	Iteration 9Q: 3 clusters Score -6670520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 132950 members 
Entering Unmasked Estep 
Score: -6670533.000000 Penalty: 1073.613159
	Iteration 10Q: 3 clusters Score -6670533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 132950 members 
Entering Unmasked Estep 
Score: -6670540.500000 Penalty: 1073.613159
	Iteration 11Q: 3 clusters Score -6670540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 132949 members 
Entering Unmasked Estep 
Score: -6670541.000000 Penalty: 1073.613159
	Iteration 12Q: 3 clusters Score -6670541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 132949 members 
Entering Unmasked Estep 
Score: -6670541.000000 Penalty: 1073.613159
	Iteration 13F: 3 clusters Score -6670541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -58498.093750 Penalty: 323.051239
	Iteration 0F: 2 clusters Score -58498.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -57576.164062 Penalty: 646.102478
	Iteration 0F: 3 clusters Score -57576.16 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -57890.503906 Penalty: 646.102478
	Iteration 1F: 3 clusters Score -57890.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -57960.375000 Penalty: 646.102478
	Iteration 2F: 3 clusters Score -57960.38 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -58008.160156 Penalty: 646.102478
	Iteration 3F: 3 clusters Score -58008.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -58051.394531 Penalty: 646.102478
	Iteration 4Q: 3 clusters Score -58051.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -58094.214844 Penalty: 646.102478
	Iteration 5Q: 3 clusters Score -58094.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -58120.687500 Penalty: 646.102478
	Iteration 6Q: 3 clusters Score -58120.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58145.460938 Penalty: 646.102478
	Iteration 7Q: 3 clusters Score -58145.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58183.921875 Penalty: 646.102478
	Iteration 8Q: 3 clusters Score -58183.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58238.484375 Penalty: 646.102478
	Iteration 9Q: 3 clusters Score -58238.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58273.675781 Penalty: 646.102478
	Iteration 10Q: 3 clusters Score -58273.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58294.011719 Penalty: 646.102478
	Iteration 11Q: 3 clusters Score -58294.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58302.570312 Penalty: 646.102478
	Iteration 12Q: 3 clusters Score -58302.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58303.738281 Penalty: 646.102478
	Iteration 13Q: 3 clusters Score -58303.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58305.359375 Penalty: 646.102478
	Iteration 14Q: 3 clusters Score -58305.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58308.636719 Penalty: 646.102478
	Iteration 15Q: 3 clusters Score -58308.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58309.964844 Penalty: 646.102478
	Iteration 16Q: 3 clusters Score -58309.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58310.687500 Penalty: 646.102478
	Iteration 17Q: 3 clusters Score -58310.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58310.960938 Penalty: 646.102478
	Iteration 18Q: 3 clusters Score -58310.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58311.457031 Penalty: 646.102478
	Iteration 19Q: 3 clusters Score -58311.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58312.289062 Penalty: 646.102478
	Iteration 20F: 3 clusters Score -58312.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58313.117188 Penalty: 646.102478
	Iteration 21Q: 3 clusters Score -58313.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58313.316406 Penalty: 646.102478
	Iteration 22Q: 3 clusters Score -58313.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58313.773438 Penalty: 646.102478
	Iteration 23Q: 3 clusters Score -58313.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58313.906250 Penalty: 646.102478
	Iteration 24Q: 3 clusters Score -58313.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58315.007812 Penalty: 646.102478
	Iteration 25Q: 3 clusters Score -58315.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58315.722656 Penalty: 646.102478
	Iteration 26Q: 3 clusters Score -58315.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58316.113281 Penalty: 646.102478
	Iteration 27Q: 3 clusters Score -58316.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58316.113281 Penalty: 646.102478
	Iteration 28F: 3 clusters Score -58316.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -38795.679688 Penalty: 311.535889
	Iteration 0F: 2 clusters Score -38795.68 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 461 members 
Entering Unmasked Estep 
Score: -38028.523438 Penalty: 623.071777
	Iteration 0F: 3 clusters Score -38028.52 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -38246.625000 Penalty: 623.071777
	Iteration 1F: 3 clusters Score -38246.62 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -38296.769531 Penalty: 623.071777
	Iteration 2F: 3 clusters Score -38296.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -38329.933594 Penalty: 623.071777
	Iteration 3Q: 3 clusters Score -38329.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -38361.964844 Penalty: 623.071777
	Iteration 4Q: 3 clusters Score -38361.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -38391.730469 Penalty: 623.071777
	Iteration 5Q: 3 clusters Score -38391.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -38436.101562 Penalty: 623.071777
	Iteration 6Q: 3 clusters Score -38436.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -38486.839844 Penalty: 623.071777
	Iteration 7Q: 3 clusters Score -38486.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38536.839844 Penalty: 623.071777
	Iteration 8Q: 3 clusters Score -38536.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -38584.597656 Penalty: 623.071777
	Iteration 9Q: 3 clusters Score -38584.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -38630.414062 Penalty: 623.071777
	Iteration 10Q: 3 clusters Score -38630.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -38647.261719 Penalty: 623.071777
	Iteration 11Q: 3 clusters Score -38647.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -38657.007812 Penalty: 623.071777
	Iteration 12Q: 3 clusters Score -38657.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -38665.425781 Penalty: 623.071777
	Iteration 13Q: 3 clusters Score -38665.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38670.773438 Penalty: 623.071777
	Iteration 14Q: 3 clusters Score -38670.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38672.785156 Penalty: 623.071777
	Iteration 15Q: 3 clusters Score -38672.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38673.246094 Penalty: 623.071777
	Iteration 16Q: 3 clusters Score -38673.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38673.406250 Penalty: 623.071777
	Iteration 17Q: 3 clusters Score -38673.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38673.609375 Penalty: 623.071777
	Iteration 18Q: 3 clusters Score -38673.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38674.250000 Penalty: 623.071777
	Iteration 19F: 3 clusters Score -38674.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38675.203125 Penalty: 623.071777
	Iteration 20F: 3 clusters Score -38675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -49192.679688 Penalty: 312.916962
	Iteration 0F: 2 clusters Score -49192.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48433.164062 Penalty: 625.833923
	Iteration 0F: 3 clusters Score -48433.16 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48699.753906 Penalty: 625.833923
	Iteration 1F: 3 clusters Score -48699.75 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -48792.597656 Penalty: 625.833923
	Iteration 2F: 3 clusters Score -48792.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -48850.195312 Penalty: 625.833923
	Iteration 3F: 3 clusters Score -48850.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -48905.835938 Penalty: 625.833923
	Iteration 4F: 3 clusters Score -48905.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48951.785156 Penalty: 625.833923
	Iteration 5Q: 3 clusters Score -48951.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48985.925781 Penalty: 625.833923
	Iteration 6Q: 3 clusters Score -48985.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -49025.664062 Penalty: 625.833923
	Iteration 7Q: 3 clusters Score -49025.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49052.437500 Penalty: 625.833923
	Iteration 8Q: 3 clusters Score -49052.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49070.101562 Penalty: 625.833923
	Iteration 9Q: 3 clusters Score -49070.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49083.406250 Penalty: 625.833923
	Iteration 10Q: 3 clusters Score -49083.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49088.406250 Penalty: 625.833923
	Iteration 11Q: 3 clusters Score -49088.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49094.371094 Penalty: 625.833923
	Iteration 12Q: 3 clusters Score -49094.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49100.183594 Penalty: 625.833923
	Iteration 13Q: 3 clusters Score -49100.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49103.199219 Penalty: 625.833923
	Iteration 14Q: 3 clusters Score -49103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49105.355469 Penalty: 625.833923
	Iteration 15Q: 3 clusters Score -49105.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49105.875000 Penalty: 625.833923
	Iteration 16Q: 3 clusters Score -49105.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49105.875000 Penalty: 625.833923
	Iteration 17F: 3 clusters Score -49105.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -51354.707031 Penalty: 316.392639
	Iteration 0F: 2 clusters Score -51354.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -50510.812500 Penalty: 632.785278
	Iteration 0F: 3 clusters Score -50510.81 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -50834.906250 Penalty: 632.785278
	Iteration 1F: 3 clusters Score -50834.91 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -50947.316406 Penalty: 632.785278
	Iteration 2F: 3 clusters Score -50947.32 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -51004.531250 Penalty: 632.785278
	Iteration 3F: 3 clusters Score -51004.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -51049.449219 Penalty: 632.785278
	Iteration 4Q: 3 clusters Score -51049.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -51073.996094 Penalty: 632.785278
	Iteration 5Q: 3 clusters Score -51074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -51091.105469 Penalty: 632.785278
	Iteration 6Q: 3 clusters Score -51091.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -51106.824219 Penalty: 632.785278
	Iteration 7Q: 3 clusters Score -51106.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -51122.734375 Penalty: 632.785278
	Iteration 8Q: 3 clusters Score -51122.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -51133.132812 Penalty: 632.785278
	Iteration 9Q: 3 clusters Score -51133.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -51140.515625 Penalty: 632.785278
	Iteration 10Q: 3 clusters Score -51140.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -51153.148438 Penalty: 632.785278
	Iteration 11Q: 3 clusters Score -51153.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -51171.187500 Penalty: 632.785278
	Iteration 12Q: 3 clusters Score -51171.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -51204.714844 Penalty: 632.785278
	Iteration 13Q: 3 clusters Score -51204.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -51234.777344 Penalty: 632.785278
	Iteration 14Q: 3 clusters Score -51234.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -51248.851562 Penalty: 632.785278
	Iteration 15Q: 3 clusters Score -51248.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -51256.734375 Penalty: 632.785278
	Iteration 16Q: 3 clusters Score -51256.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -51265.968750 Penalty: 632.785278
	Iteration 17Q: 3 clusters Score -51265.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -51274.765625 Penalty: 632.785278
	Iteration 18Q: 3 clusters Score -51274.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -51285.089844 Penalty: 632.785278
	Iteration 19Q: 3 clusters Score -51285.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -51292.671875 Penalty: 632.785278
	Iteration 20F: 3 clusters Score -51292.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -51298.886719 Penalty: 632.785278
	Iteration 21Q: 3 clusters Score -51298.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -51308.917969 Penalty: 632.785278
	Iteration 22Q: 3 clusters Score -51308.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -51322.128906 Penalty: 632.785278
	Iteration 23Q: 3 clusters Score -51322.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -51328.906250 Penalty: 632.785278
	Iteration 24Q: 3 clusters Score -51328.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -51332.832031 Penalty: 632.785278
	Iteration 25Q: 3 clusters Score -51332.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -51335.832031 Penalty: 632.785278
	Iteration 26Q: 3 clusters Score -51335.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -51337.351562 Penalty: 632.785278
	Iteration 27Q: 3 clusters Score -51337.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -51337.964844 Penalty: 632.785278
	Iteration 28Q: 3 clusters Score -51337.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -51338.152344 Penalty: 632.785278
	Iteration 29Q: 3 clusters Score -51338.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -51338.152344 Penalty: 632.785278
	Iteration 30F: 3 clusters Score -51338.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -267419.375000 Penalty: 394.222626
	Iteration 0F: 2 clusters Score -267419.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -263509.375000 Penalty: 788.445251
	Iteration 0F: 3 clusters Score -263509.4 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -264990.531250 Penalty: 788.445251
	Iteration 1F: 3 clusters Score -264990.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -265118.062500 Penalty: 788.445251
	Iteration 2F: 3 clusters Score -265118.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -265241.000000 Penalty: 788.445251
	Iteration 3Q: 3 clusters Score -265241 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -265430.843750 Penalty: 788.445251
	Iteration 4Q: 3 clusters Score -265430.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -265713.281250 Penalty: 788.445251
	Iteration 5F: 3 clusters Score -265713.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -266027.937500 Penalty: 788.445251
	Iteration 6F: 3 clusters Score -266027.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -266259.562500 Penalty: 788.445251
	Iteration 7F: 3 clusters Score -266259.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -266419.437500 Penalty: 788.445251
	Iteration 8Q: 3 clusters Score -266419.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -266537.437500 Penalty: 788.445251
	Iteration 9Q: 3 clusters Score -266537.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -266626.531250 Penalty: 788.445251
	Iteration 10Q: 3 clusters Score -266626.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -266693.812500 Penalty: 788.445251
	Iteration 11Q: 3 clusters Score -266693.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -266749.062500 Penalty: 788.445251
	Iteration 12Q: 3 clusters Score -266749.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -266807.406250 Penalty: 788.445251
	Iteration 13Q: 3 clusters Score -266807.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -266856.562500 Penalty: 788.445251
	Iteration 14Q: 3 clusters Score -266856.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -266894.062500 Penalty: 788.445251
	Iteration 15Q: 3 clusters Score -266894.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -266919.968750 Penalty: 788.445251
	Iteration 16Q: 3 clusters Score -266920 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -266948.312500 Penalty: 788.445251
	Iteration 17Q: 3 clusters Score -266948.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -266977.125000 Penalty: 788.445251
	Iteration 18Q: 3 clusters Score -266977.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -267001.500000 Penalty: 788.445251
	Iteration 19Q: 3 clusters Score -267001.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -267020.312500 Penalty: 788.445251
	Iteration 20F: 3 clusters Score -267020.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -267035.437500 Penalty: 788.445251
	Iteration 21Q: 3 clusters Score -267035.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -267049.812500 Penalty: 788.445251
	Iteration 22Q: 3 clusters Score -267049.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -267060.093750 Penalty: 788.445251
	Iteration 23Q: 3 clusters Score -267060.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -267067.156250 Penalty: 788.445251
	Iteration 24Q: 3 clusters Score -267067.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -267073.437500 Penalty: 788.445251
	Iteration 25Q: 3 clusters Score -267073.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -267077.406250 Penalty: 788.445251
	Iteration 26Q: 3 clusters Score -267077.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -267081.687500 Penalty: 788.445251
	Iteration 27Q: 3 clusters Score -267081.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -267087.937500 Penalty: 788.445251
	Iteration 28Q: 3 clusters Score -267087.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -267091.781250 Penalty: 788.445251
	Iteration 29Q: 3 clusters Score -267091.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -267094.218750 Penalty: 788.445251
	Iteration 30Q: 3 clusters Score -267094.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -267095.781250 Penalty: 788.445251
	Iteration 31Q: 3 clusters Score -267095.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -267098.593750 Penalty: 788.445251
	Iteration 32Q: 3 clusters Score -267098.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -267101.156250 Penalty: 788.445251
	Iteration 33Q: 3 clusters Score -267101.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -267104.281250 Penalty: 788.445251
	Iteration 34Q: 3 clusters Score -267104.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -267105.000000 Penalty: 788.445251
	Iteration 35Q: 3 clusters Score -267105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -267106.718750 Penalty: 788.445251
	Iteration 36Q: 3 clusters Score -267106.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -267106.968750 Penalty: 788.445251
	Iteration 37Q: 3 clusters Score -267107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -267107.968750 Penalty: 788.445251
	Iteration 38Q: 3 clusters Score -267108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -267108.718750 Penalty: 788.445251
	Iteration 39Q: 3 clusters Score -267108.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -267110.562500 Penalty: 788.445251
	Iteration 40F: 3 clusters Score -267110.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -267112.125000 Penalty: 788.445251
	Iteration 41Q: 3 clusters Score -267112.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -267114.187500 Penalty: 788.445251
	Iteration 42Q: 3 clusters Score -267114.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -267116.250000 Penalty: 788.445251
	Iteration 43Q: 3 clusters Score -267116.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -267117.812500 Penalty: 788.445251
	Iteration 44Q: 3 clusters Score -267117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -267119.687500 Penalty: 788.445251
	Iteration 45Q: 3 clusters Score -267119.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -267121.218750 Penalty: 788.445251
	Iteration 46Q: 3 clusters Score -267121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -267122.593750 Penalty: 788.445251
	Iteration 47Q: 3 clusters Score -267122.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -267126.375000 Penalty: 788.445251
	Iteration 48Q: 3 clusters Score -267126.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -267130.968750 Penalty: 788.445251
	Iteration 49Q: 3 clusters Score -267131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -267135.843750 Penalty: 788.445251
	Iteration 50Q: 3 clusters Score -267135.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -267142.437500 Penalty: 788.445251
	Iteration 51Q: 3 clusters Score -267142.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -267146.218750 Penalty: 788.445251
	Iteration 52Q: 3 clusters Score -267146.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -267147.312500 Penalty: 788.445251
	Iteration 53Q: 3 clusters Score -267147.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -267151.062500 Penalty: 788.445251
	Iteration 54Q: 3 clusters Score -267151.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -267151.281250 Penalty: 788.445251
	Iteration 55Q: 3 clusters Score -267151.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -267153.062500 Penalty: 788.445251
	Iteration 56Q: 3 clusters Score -267153.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -267153.687500 Penalty: 788.445251
	Iteration 57Q: 3 clusters Score -267153.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -267156.312500 Penalty: 788.445251
	Iteration 58Q: 3 clusters Score -267156.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -267159.093750 Penalty: 788.445251
	Iteration 59Q: 3 clusters Score -267159.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -267160.781250 Penalty: 788.445251
	Iteration 60F: 3 clusters Score -267160.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -267162.500000 Penalty: 788.445251
	Iteration 61Q: 3 clusters Score -267162.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -267164.937500 Penalty: 788.445251
	Iteration 62Q: 3 clusters Score -267164.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -267165.406250 Penalty: 788.445251
	Iteration 63Q: 3 clusters Score -267165.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -267166.906250 Penalty: 788.445251
	Iteration 64Q: 3 clusters Score -267166.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -267167.250000 Penalty: 788.445251
	Iteration 65Q: 3 clusters Score -267167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -267167.437500 Penalty: 788.445251
	Iteration 66Q: 3 clusters Score -267167.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -267168.500000 Penalty: 788.445251
	Iteration 67Q: 3 clusters Score -267168.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -267170.062500 Penalty: 788.445251
	Iteration 68Q: 3 clusters Score -267170.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -267169.718750 Penalty: 788.445251
	Iteration 69Q: 3 clusters Score -267169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -267170.562500 Penalty: 788.445251
	Iteration 70Q: 3 clusters Score -267170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -267171.437500 Penalty: 788.445251
	Iteration 71Q: 3 clusters Score -267171.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -267173.218750 Penalty: 788.445251
	Iteration 72Q: 3 clusters Score -267173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -267175.218750 Penalty: 788.445251
	Iteration 73Q: 3 clusters Score -267175.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -267177.906250 Penalty: 788.445251
	Iteration 74Q: 3 clusters Score -267177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -267180.437500 Penalty: 788.445251
	Iteration 75Q: 3 clusters Score -267180.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -267180.812500 Penalty: 788.445251
	Iteration 76Q: 3 clusters Score -267180.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -267182.625000 Penalty: 788.445251
	Iteration 77Q: 3 clusters Score -267182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -267182.093750 Penalty: 788.445251
	Iteration 78Q: 3 clusters Score -267182.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -267183.875000 Penalty: 788.445251
	Iteration 79Q: 3 clusters Score -267183.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -267185.375000 Penalty: 788.445251
	Iteration 80F: 3 clusters Score -267185.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -267188.125000 Penalty: 788.445251
	Iteration 81Q: 3 clusters Score -267188.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -267190.625000 Penalty: 788.445251
	Iteration 82Q: 3 clusters Score -267190.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -267191.843750 Penalty: 788.445251
	Iteration 83Q: 3 clusters Score -267191.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -267193.250000 Penalty: 788.445251
	Iteration 84Q: 3 clusters Score -267193.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -267194.406250 Penalty: 788.445251
	Iteration 85Q: 3 clusters Score -267194.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -267196.625000 Penalty: 788.445251
	Iteration 86Q: 3 clusters Score -267196.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -267197.687500 Penalty: 788.445251
	Iteration 87Q: 3 clusters Score -267197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -267199.406250 Penalty: 788.445251
	Iteration 88Q: 3 clusters Score -267199.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -267200.156250 Penalty: 788.445251
	Iteration 89Q: 3 clusters Score -267200.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -267201.250000 Penalty: 788.445251
	Iteration 90Q: 3 clusters Score -267201.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -267202.562500 Penalty: 788.445251
	Iteration 91Q: 3 clusters Score -267202.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -267203.906250 Penalty: 788.445251
	Iteration 92Q: 3 clusters Score -267203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -267205.656250 Penalty: 788.445251
	Iteration 93Q: 3 clusters Score -267205.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -267207.437500 Penalty: 788.445251
	Iteration 94Q: 3 clusters Score -267207.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -267211.062500 Penalty: 788.445251
	Iteration 95Q: 3 clusters Score -267211.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -267212.843750 Penalty: 788.445251
	Iteration 96Q: 3 clusters Score -267212.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -267214.125000 Penalty: 788.445251
	Iteration 97Q: 3 clusters Score -267214.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -267215.156250 Penalty: 788.445251
	Iteration 98Q: 3 clusters Score -267215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -267215.812500 Penalty: 788.445251
	Iteration 99Q: 3 clusters Score -267215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -267216.406250 Penalty: 788.445251
	Iteration 100F: 3 clusters Score -267216.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -267216.218750 Penalty: 788.445251
	Iteration 101Q: 3 clusters Score -267216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -267215.812500 Penalty: 788.445251
	Iteration 102Q: 3 clusters Score -267215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -267215.812500 Penalty: 788.445251
	Iteration 103F: 3 clusters Score -267215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (21294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Entering Unmasked Estep 
Score: -1054997.375000 Penalty: 453.461212
	Iteration 0F: 2 clusters Score -1054997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1040752.812500 Penalty: 906.922424
	Iteration 0F: 3 clusters Score -1040753 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1046918.250000 Penalty: 906.922424
	Iteration 1F: 3 clusters Score -1046918 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1047465.937500 Penalty: 906.922424
	Iteration 2F: 3 clusters Score -1047466 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1048267.937500 Penalty: 906.922424
	Iteration 3F: 3 clusters Score -1048268 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1049467.750000 Penalty: 906.922424
	Iteration 4F: 3 clusters Score -1049468 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1050907.125000 Penalty: 906.922424
	Iteration 5F: 3 clusters Score -1050907 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1052140.750000 Penalty: 906.922424
	Iteration 6F: 3 clusters Score -1052141 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1053011.125000 Penalty: 906.922424
	Iteration 7Q: 3 clusters Score -1053011 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1053629.250000 Penalty: 906.922424
	Iteration 8Q: 3 clusters Score -1053629 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1054014.875000 Penalty: 906.922424
	Iteration 9Q: 3 clusters Score -1054015 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1054231.250000 Penalty: 906.922424
	Iteration 10Q: 3 clusters Score -1054231 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1054373.375000 Penalty: 906.922424
	Iteration 11Q: 3 clusters Score -1054373 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1054481.000000 Penalty: 906.922424
	Iteration 12Q: 3 clusters Score -1054481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1054541.875000 Penalty: 906.922424
	Iteration 13Q: 3 clusters Score -1054542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1054562.000000 Penalty: 906.922424
	Iteration 14Q: 3 clusters Score -1054562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1054590.875000 Penalty: 906.922424
	Iteration 15Q: 3 clusters Score -1054591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1054605.250000 Penalty: 906.922424
	Iteration 16Q: 3 clusters Score -1054605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1054610.250000 Penalty: 906.922424
	Iteration 17Q: 3 clusters Score -1054610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1054610.750000 Penalty: 906.922424
	Iteration 18Q: 3 clusters Score -1054611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1054610.750000 Penalty: 906.922424
	Iteration 19F: 3 clusters Score -1054611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -43612.359375 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -43612.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -43013.972656 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -43013.97 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -43227.812500 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -43227.81 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -43290.851562 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -43290.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -43323.191406 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -43323.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -43341.804688 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -43341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -43353.953125 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -43353.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -43366.082031 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -43366.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43376.222656 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -43376.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -43380.664062 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -43380.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -43385.113281 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -43385.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -43387.148438 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -43387.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43388.011719 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -43388.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43388.011719 Penalty: 599.090271
	Iteration 12F: 3 clusters Score -43388.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Entering Unmasked Estep 
Score: -1762563.875000 Penalty: 479.199463
	Iteration 0F: 2 clusters Score -1762564 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 18705 members 
Entering Unmasked Estep 
Score: -1737318.875000 Penalty: 958.398926
	Iteration 0F: 3 clusters Score -1737319 nChanged 18165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1748220.750000 Penalty: 958.398926
	Iteration 1F: 3 clusters Score -1748221 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1748744.250000 Penalty: 958.398926
	Iteration 2Q: 3 clusters Score -1748744 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1749549.375000 Penalty: 958.398926
	Iteration 3Q: 3 clusters Score -1749549 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1750743.875000 Penalty: 958.398926
	Iteration 4F: 3 clusters Score -1750744 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1752472.625000 Penalty: 958.398926
	Iteration 5F: 3 clusters Score -1752473 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1754747.000000 Penalty: 958.398926
	Iteration 6F: 3 clusters Score -1754747 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1756942.125000 Penalty: 958.398926
	Iteration 7F: 3 clusters Score -1756942 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1758686.500000 Penalty: 958.398926
	Iteration 8F: 3 clusters Score -1758686 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1759951.125000 Penalty: 958.398926
	Iteration 9Q: 3 clusters Score -1759951 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1760873.375000 Penalty: 958.398926
	Iteration 10Q: 3 clusters Score -1760873 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1761538.375000 Penalty: 958.398926
	Iteration 11Q: 3 clusters Score -1761538 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1761894.500000 Penalty: 958.398926
	Iteration 12Q: 3 clusters Score -1761894 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1762073.375000 Penalty: 958.398926
	Iteration 13Q: 3 clusters Score -1762073 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1762138.500000 Penalty: 958.398926
	Iteration 14Q: 3 clusters Score -1762138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1762156.000000 Penalty: 958.398926
	Iteration 15Q: 3 clusters Score -1762156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1762167.250000 Penalty: 958.398926
	Iteration 16Q: 3 clusters Score -1762167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1762172.250000 Penalty: 958.398926
	Iteration 17Q: 3 clusters Score -1762172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1762176.125000 Penalty: 958.398926
	Iteration 18Q: 3 clusters Score -1762176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1762178.500000 Penalty: 958.398926
	Iteration 19Q: 3 clusters Score -1762178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1762181.625000 Penalty: 958.398926
	Iteration 20F: 3 clusters Score -1762182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1762183.750000 Penalty: 958.398926
	Iteration 21Q: 3 clusters Score -1762184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1762183.250000 Penalty: 958.398926
	Iteration 22Q: 3 clusters Score -1762183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1762183.250000 Penalty: 958.398926
	Iteration 23F: 3 clusters Score -1762183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -14030.008789 Penalty: 271.576202
	Iteration 0F: 2 clusters Score -14030.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13613.696289 Penalty: 543.152405
	Iteration 0F: 3 clusters Score -13613.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13723.835938 Penalty: 543.152405
	Iteration 1F: 3 clusters Score -13723.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13755.351562 Penalty: 543.152405
	Iteration 2F: 3 clusters Score -13755.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13786.731445 Penalty: 543.152405
	Iteration 3F: 3 clusters Score -13786.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13811.024414 Penalty: 543.152405
	Iteration 4Q: 3 clusters Score -13811.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13828.151367 Penalty: 543.152405
	Iteration 5Q: 3 clusters Score -13828.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13832.760742 Penalty: 543.152405
	Iteration 6Q: 3 clusters Score -13832.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13838.382812 Penalty: 543.152405
	Iteration 7Q: 3 clusters Score -13838.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13845.565430 Penalty: 543.152405
	Iteration 8Q: 3 clusters Score -13845.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13846.922852 Penalty: 543.152405
	Iteration 9Q: 3 clusters Score -13846.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13847.306641 Penalty: 543.152405
	Iteration 10Q: 3 clusters Score -13847.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13847.306641 Penalty: 543.152405
	Iteration 11F: 3 clusters Score -13847.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -71682.671875 Penalty: 329.253448
	Iteration 0F: 2 clusters Score -71682.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -70660.968750 Penalty: 658.506897
	Iteration 0F: 3 clusters Score -70660.97 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -71081.093750 Penalty: 658.506897
	Iteration 1F: 3 clusters Score -71081.09 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -71204.796875 Penalty: 658.506897
	Iteration 2F: 3 clusters Score -71204.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -71282.335938 Penalty: 658.506897
	Iteration 3F: 3 clusters Score -71282.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -71319.945312 Penalty: 658.506897
	Iteration 4Q: 3 clusters Score -71319.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -71353.476562 Penalty: 658.506897
	Iteration 5Q: 3 clusters Score -71353.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -71377.132812 Penalty: 658.506897
	Iteration 6Q: 3 clusters Score -71377.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -71393.085938 Penalty: 658.506897
	Iteration 7Q: 3 clusters Score -71393.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -71407.546875 Penalty: 658.506897
	Iteration 8Q: 3 clusters Score -71407.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -71423.054688 Penalty: 658.506897
	Iteration 9Q: 3 clusters Score -71423.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -71436.132812 Penalty: 658.506897
	Iteration 10Q: 3 clusters Score -71436.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -71444.421875 Penalty: 658.506897
	Iteration 11Q: 3 clusters Score -71444.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -71448.835938 Penalty: 658.506897
	Iteration 12Q: 3 clusters Score -71448.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -71450.789062 Penalty: 658.506897
	Iteration 13Q: 3 clusters Score -71450.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -71451.273438 Penalty: 658.506897
	Iteration 14Q: 3 clusters Score -71451.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -71451.273438 Penalty: 658.506897
	Iteration 15F: 3 clusters Score -71451.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (174171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174171 members 
Entering Unmasked Estep 
Score: -8663742.000000 Penalty: 549.084595
	Iteration 0F: 2 clusters Score -8663742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -8546229.000000 Penalty: 1098.169189
	Iteration 0F: 3 clusters Score -8546229 nChanged 85516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -8602449.000000 Penalty: 1098.169189
	Iteration 1F: 3 clusters Score -8602449 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 91212 members 
Entering Unmasked Estep 
Score: -8608854.000000 Penalty: 1098.169189
	Iteration 2F: 3 clusters Score -8608854 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -8620808.000000 Penalty: 1098.169189
	Iteration 3F: 3 clusters Score -8620808 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -8635293.000000 Penalty: 1098.169189
	Iteration 4F: 3 clusters Score -8635293 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8643144 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8646706 nChanged 5226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8649289 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 91927 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8651794 nChanged 4234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8653777 nChanged 3712
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8655329 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8656461 nChanged 2569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8657213 nChanged 2175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85755 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8657669 nChanged 1899
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8657949 nChanged 1621
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8658250 nChanged 1497
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8658366 nChanged 1370
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Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8658480 nChanged 1253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 82828 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8658473 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92386 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8658568 nChanged 1104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8658592 nChanged 1044
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8658521 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8658478 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 77989 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8658424 nChanged 937
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97107 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8658335 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98054 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8658279 nChanged 953
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8658172 nChanged 984
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 74182 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8658137 nChanged 1061
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8658032 nChanged 1068
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102118 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8657957 nChanged 1063
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103181 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8657848 nChanged 1107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8657813 nChanged 1075
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105363 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8657702 nChanged 1072
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106435 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8657656 nChanged 1052
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8657567 nChanged 1082
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108569 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8657434 nChanged 1117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109686 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8657373 nChanged 1117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110803 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8657285 nChanged 1091
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8657160 nChanged 1082
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Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8657077 nChanged 1085
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114061 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8656978 nChanged 1130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8656936 nChanged 1117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116308 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8656858 nChanged 1030
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117338 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8656786 nChanged 1032
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118370 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8656684 nChanged 1023
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119393 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8656596 nChanged 987
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8656499 nChanged 1006
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121386 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8656450 nChanged 919
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122305 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8656364 nChanged 875
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123180 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8656272 nChanged 813
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123993 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8656198 nChanged 833
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124826 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8656165 nChanged 811
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125637 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8656102 nChanged 786
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126423 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8655994 nChanged 766
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127189 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8655926 nChanged 721
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127910 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8655879 nChanged 715
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128625 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8655793 nChanged 684
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129309 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8655751 nChanged 657
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129966 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8655719 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 1 contains 130644 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8655666 nChanged 724
Entering Unmasked Mstep 
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Mstep: Class 1 contains 131368 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8655629 nChanged 740
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132108 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8655588 nChanged 745
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8655551 nChanged 754
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133607 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8655519 nChanged 684
Entering Unmasked Mstep 
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Mstep: Class 1 contains 134291 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8655533 nChanged 666
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Mstep: Class 1 contains 134957 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8655501 nChanged 730
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135687 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8655484 nChanged 821
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136508 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8655466 nChanged 860
Entering Unmasked Mstep 
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Mstep: Class 1 contains 137368 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8655467 nChanged 858
Entering Unmasked Mstep 
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Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8655480 nChanged 954
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139180 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8655476 nChanged 1044
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Mstep: Class 1 contains 140224 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8655519 nChanged 1106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141330 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8655587 nChanged 1102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142432 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8655631 nChanged 1173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8655704 nChanged 1211
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Mstep: Class 1 contains 144816 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8655748 nChanged 1301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146117 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8655865 nChanged 1427
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147544 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8656000 nChanged 1492
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Mstep: Class 1 contains 149036 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8656095 nChanged 1543
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150579 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8656338 nChanged 1602
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Mstep: Class 1 contains 152181 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8656532 nChanged 1637
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Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8656771 nChanged 1608
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8656963 nChanged 1659
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Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8657208 nChanged 1564
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8657421 nChanged 1467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160116 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8657840 nChanged 1368
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Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8658408 nChanged 1279
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Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8658943 nChanged 1233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8659443 nChanged 1115
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Mstep: Class 1 contains 165111 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8659955 nChanged 1009
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166120 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8660409 nChanged 906
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Mstep: Class 1 contains 167024 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8660768 nChanged 841
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Mstep: Class 1 contains 167865 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8661112 nChanged 697
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Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8661360 nChanged 664
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Mstep: Class 1 contains 169226 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8661614 nChanged 569
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Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8661816 nChanged 491
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Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8662000 nChanged 433
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Entering Unmasked Estep 
Score: -8662146.000000 Penalty: 1098.169189
	Iteration 97Q: 3 clusters Score -8662146 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171129 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8662301.000000 Penalty: 1098.169189
	Iteration 98Q: 3 clusters Score -8662301 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171489 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8662469.000000 Penalty: 1098.169189
	Iteration 99Q: 3 clusters Score -8662469 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171829 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8662569.000000 Penalty: 1098.169189
	Iteration 100F: 3 clusters Score -8662569 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172101 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8662673.000000 Penalty: 1098.169189
	Iteration 101Q: 3 clusters Score -8662673 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172320 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -8662740.000000 Penalty: 1098.169189
	Iteration 102Q: 3 clusters Score -8662740 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172512 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8662794.000000 Penalty: 1098.169189
	Iteration 103Q: 3 clusters Score -8662794 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172665 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8662849.000000 Penalty: 1098.169189
	Iteration 104Q: 3 clusters Score -8662849 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172812 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8662897.000000 Penalty: 1098.169189
	Iteration 105Q: 3 clusters Score -8662897 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172929 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8662940.000000 Penalty: 1098.169189
	Iteration 106Q: 3 clusters Score -8662940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173037 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8662982.000000 Penalty: 1098.169189
	Iteration 107Q: 3 clusters Score -8662982 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173126 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8663030.000000 Penalty: 1098.169189
	Iteration 108Q: 3 clusters Score -8663030 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173197 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8663047.000000 Penalty: 1098.169189
	Iteration 109Q: 3 clusters Score -8663047 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8663089.000000 Penalty: 1098.169189
	Iteration 110Q: 3 clusters Score -8663089 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173334 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8663105.000000 Penalty: 1098.169189
	Iteration 111Q: 3 clusters Score -8663105 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173389 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8663119.000000 Penalty: 1098.169189
	Iteration 112Q: 3 clusters Score -8663119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173436 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8663133.000000 Penalty: 1098.169189
	Iteration 113Q: 3 clusters Score -8663133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173479 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8663154.000000 Penalty: 1098.169189
	Iteration 114Q: 3 clusters Score -8663154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173514 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8663172.000000 Penalty: 1098.169189
	Iteration 115Q: 3 clusters Score -8663172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173547 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8663195.000000 Penalty: 1098.169189
	Iteration 116Q: 3 clusters Score -8663195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173571 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8663204.000000 Penalty: 1098.169189
	Iteration 117Q: 3 clusters Score -8663204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173592 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8663212.000000 Penalty: 1098.169189
	Iteration 118Q: 3 clusters Score -8663212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173613 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8663217.000000 Penalty: 1098.169189
	Iteration 119Q: 3 clusters Score -8663217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173636 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8663234.000000 Penalty: 1098.169189
	Iteration 120F: 3 clusters Score -8663234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173645 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8663238.000000 Penalty: 1098.169189
	Iteration 121Q: 3 clusters Score -8663238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173654 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8663239.000000 Penalty: 1098.169189
	Iteration 122Q: 3 clusters Score -8663239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173657 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8663244.000000 Penalty: 1098.169189
	Iteration 123Q: 3 clusters Score -8663244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173665 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8663247.000000 Penalty: 1098.169189
	Iteration 124Q: 3 clusters Score -8663247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173666 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8663251.000000 Penalty: 1098.169189
	Iteration 125Q: 3 clusters Score -8663251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173665 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8663252.000000 Penalty: 1098.169189
	Iteration 126Q: 3 clusters Score -8663252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173669 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8663261.000000 Penalty: 1098.169189
	Iteration 127Q: 3 clusters Score -8663261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173679 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8663270.000000 Penalty: 1098.169189
	Iteration 128Q: 3 clusters Score -8663270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173684 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8663279.000000 Penalty: 1098.169189
	Iteration 129Q: 3 clusters Score -8663279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173686 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8663274.000000 Penalty: 1098.169189
	Iteration 130Q: 3 clusters Score -8663274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173686 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8663270.000000 Penalty: 1098.169189
	Iteration 131Q: 3 clusters Score -8663270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173691 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8663282.000000 Penalty: 1098.169189
	Iteration 132Q: 3 clusters Score -8663282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173693 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8663280.000000 Penalty: 1098.169189
	Iteration 133Q: 3 clusters Score -8663280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173695 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8663283.000000 Penalty: 1098.169189
	Iteration 134Q: 3 clusters Score -8663283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173697 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8663282.000000 Penalty: 1098.169189
	Iteration 135Q: 3 clusters Score -8663282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173694 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8663283.000000 Penalty: 1098.169189
	Iteration 136Q: 3 clusters Score -8663283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173695 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8663283.000000 Penalty: 1098.169189
	Iteration 137Q: 3 clusters Score -8663283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173698 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8663288.000000 Penalty: 1098.169189
	Iteration 138Q: 3 clusters Score -8663288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173699 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8663289.000000 Penalty: 1098.169189
	Iteration 139Q: 3 clusters Score -8663289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173700 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8663288.000000 Penalty: 1098.169189
	Iteration 140F: 3 clusters Score -8663288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173699 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8663289.000000 Penalty: 1098.169189
	Iteration 141Q: 3 clusters Score -8663289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173699 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8663289.000000 Penalty: 1098.169189
	Iteration 142F: 3 clusters Score -8663289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Entering Unmasked Estep 
Score: -495198.250000 Penalty: 421.700226
	Iteration 0F: 2 clusters Score -495198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -488173.437500 Penalty: 843.400452
	Iteration 0F: 3 clusters Score -488173.4 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -491246.093750 Penalty: 843.400452
	Iteration 1F: 3 clusters Score -491246.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -491682.937500 Penalty: 843.400452
	Iteration 2F: 3 clusters Score -491682.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -492225.437500 Penalty: 843.400452
	Iteration 3F: 3 clusters Score -492225.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -492739.125000 Penalty: 843.400452
	Iteration 4F: 3 clusters Score -492739.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -493120.625000 Penalty: 843.400452
	Iteration 5F: 3 clusters Score -493120.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -493282.406250 Penalty: 843.400452
	Iteration 6Q: 3 clusters Score -493282.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -493341.406250 Penalty: 843.400452
	Iteration 7Q: 3 clusters Score -493341.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -493375.093750 Penalty: 843.400452
	Iteration 8Q: 3 clusters Score -493375.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -493391.906250 Penalty: 843.400452
	Iteration 9Q: 3 clusters Score -493391.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -493408.500000 Penalty: 843.400452
	Iteration 10Q: 3 clusters Score -493408.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -493424.375000 Penalty: 843.400452
	Iteration 11Q: 3 clusters Score -493424.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -493437.781250 Penalty: 843.400452
	Iteration 12Q: 3 clusters Score -493437.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -493450.500000 Penalty: 843.400452
	Iteration 13Q: 3 clusters Score -493450.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -493463.562500 Penalty: 843.400452
	Iteration 14Q: 3 clusters Score -493463.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -493469.500000 Penalty: 843.400452
	Iteration 15Q: 3 clusters Score -493469.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -493480.281250 Penalty: 843.400452
	Iteration 16Q: 3 clusters Score -493480.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -493493.812500 Penalty: 843.400452
	Iteration 17Q: 3 clusters Score -493493.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -493511.187500 Penalty: 843.400452
	Iteration 18Q: 3 clusters Score -493511.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -493531.031250 Penalty: 843.400452
	Iteration 19Q: 3 clusters Score -493531 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -493547.218750 Penalty: 843.400452
	Iteration 20F: 3 clusters Score -493547.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -493564.218750 Penalty: 843.400452
	Iteration 21Q: 3 clusters Score -493564.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -493584.843750 Penalty: 843.400452
	Iteration 22Q: 3 clusters Score -493584.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -493611.093750 Penalty: 843.400452
	Iteration 23Q: 3 clusters Score -493611.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -493636.250000 Penalty: 843.400452
	Iteration 24Q: 3 clusters Score -493636.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -493647.281250 Penalty: 843.400452
	Iteration 25Q: 3 clusters Score -493647.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -493659.375000 Penalty: 843.400452
	Iteration 26Q: 3 clusters Score -493659.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -493672.562500 Penalty: 843.400452
	Iteration 27Q: 3 clusters Score -493672.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -493684.593750 Penalty: 843.400452
	Iteration 28Q: 3 clusters Score -493684.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -493697.125000 Penalty: 843.400452
	Iteration 29Q: 3 clusters Score -493697.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -493709.500000 Penalty: 843.400452
	Iteration 30Q: 3 clusters Score -493709.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -493724.375000 Penalty: 843.400452
	Iteration 31Q: 3 clusters Score -493724.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -493735.531250 Penalty: 843.400452
	Iteration 32Q: 3 clusters Score -493735.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -493745.687500 Penalty: 843.400452
	Iteration 33Q: 3 clusters Score -493745.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -493751.593750 Penalty: 843.400452
	Iteration 34Q: 3 clusters Score -493751.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -493760.781250 Penalty: 843.400452
	Iteration 35Q: 3 clusters Score -493760.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -493771.218750 Penalty: 843.400452
	Iteration 36Q: 3 clusters Score -493771.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -493779.750000 Penalty: 843.400452
	Iteration 37Q: 3 clusters Score -493779.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -493790.343750 Penalty: 843.400452
	Iteration 38Q: 3 clusters Score -493790.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -493798.906250 Penalty: 843.400452
	Iteration 39Q: 3 clusters Score -493798.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -493808.031250 Penalty: 843.400452
	Iteration 40F: 3 clusters Score -493808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -493818.968750 Penalty: 843.400452
	Iteration 41Q: 3 clusters Score -493819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -493835.718750 Penalty: 843.400452
	Iteration 42Q: 3 clusters Score -493835.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -493853.625000 Penalty: 843.400452
	Iteration 43Q: 3 clusters Score -493853.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -493867.468750 Penalty: 843.400452
	Iteration 44Q: 3 clusters Score -493867.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -493882.562500 Penalty: 843.400452
	Iteration 45Q: 3 clusters Score -493882.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -493901.000000 Penalty: 843.400452
	Iteration 46Q: 3 clusters Score -493901 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -493927.156250 Penalty: 843.400452
	Iteration 47Q: 3 clusters Score -493927.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -493954.781250 Penalty: 843.400452
	Iteration 48Q: 3 clusters Score -493954.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -493986.000000 Penalty: 843.400452
	Iteration 49Q: 3 clusters Score -493986 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -494018.406250 Penalty: 843.400452
	Iteration 50Q: 3 clusters Score -494018.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -494054.156250 Penalty: 843.400452
	Iteration 51Q: 3 clusters Score -494054.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -494091.687500 Penalty: 843.400452
	Iteration 52Q: 3 clusters Score -494091.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -494123.812500 Penalty: 843.400452
	Iteration 53Q: 3 clusters Score -494123.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -494156.687500 Penalty: 843.400452
	Iteration 54Q: 3 clusters Score -494156.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -494193.625000 Penalty: 843.400452
	Iteration 55Q: 3 clusters Score -494193.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -494224.843750 Penalty: 843.400452
	Iteration 56Q: 3 clusters Score -494224.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -494249.218750 Penalty: 843.400452
	Iteration 57Q: 3 clusters Score -494249.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -494277.750000 Penalty: 843.400452
	Iteration 58Q: 3 clusters Score -494277.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -494305.187500 Penalty: 843.400452
	Iteration 59Q: 3 clusters Score -494305.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -494331.812500 Penalty: 843.400452
	Iteration 60F: 3 clusters Score -494331.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -494364.875000 Penalty: 843.400452
	Iteration 61Q: 3 clusters Score -494364.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -494391.843750 Penalty: 843.400452
	Iteration 62Q: 3 clusters Score -494391.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -494418.906250 Penalty: 843.400452
	Iteration 63Q: 3 clusters Score -494418.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -494444.218750 Penalty: 843.400452
	Iteration 64Q: 3 clusters Score -494444.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -494467.187500 Penalty: 843.400452
	Iteration 65Q: 3 clusters Score -494467.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -494491.500000 Penalty: 843.400452
	Iteration 66Q: 3 clusters Score -494491.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -494517.062500 Penalty: 843.400452
	Iteration 67Q: 3 clusters Score -494517.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -494544.343750 Penalty: 843.400452
	Iteration 68Q: 3 clusters Score -494544.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -494569.250000 Penalty: 843.400452
	Iteration 69Q: 3 clusters Score -494569.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -494611.031250 Penalty: 843.400452
	Iteration 70Q: 3 clusters Score -494611 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -494656.000000 Penalty: 843.400452
	Iteration 71Q: 3 clusters Score -494656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -494693.468750 Penalty: 843.400452
	Iteration 72Q: 3 clusters Score -494693.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -494729.500000 Penalty: 843.400452
	Iteration 73Q: 3 clusters Score -494729.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -494753.843750 Penalty: 843.400452
	Iteration 74Q: 3 clusters Score -494753.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -494776.187500 Penalty: 843.400452
	Iteration 75Q: 3 clusters Score -494776.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -494792.343750 Penalty: 843.400452
	Iteration 76Q: 3 clusters Score -494792.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -494803.937500 Penalty: 843.400452
	Iteration 77Q: 3 clusters Score -494803.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -494817.812500 Penalty: 843.400452
	Iteration 78Q: 3 clusters Score -494817.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -494833.218750 Penalty: 843.400452
	Iteration 79Q: 3 clusters Score -494833.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -494839.500000 Penalty: 843.400452
	Iteration 80F: 3 clusters Score -494839.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -494855.500000 Penalty: 843.400452
	Iteration 81Q: 3 clusters Score -494855.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -494861.656250 Penalty: 843.400452
	Iteration 82Q: 3 clusters Score -494861.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -494866.625000 Penalty: 843.400452
	Iteration 83Q: 3 clusters Score -494866.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -494869.875000 Penalty: 843.400452
	Iteration 84Q: 3 clusters Score -494869.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -494873.593750 Penalty: 843.400452
	Iteration 85Q: 3 clusters Score -494873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -494875.593750 Penalty: 843.400452
	Iteration 86Q: 3 clusters Score -494875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -494880.000000 Penalty: 843.400452
	Iteration 87Q: 3 clusters Score -494880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -494882.031250 Penalty: 843.400452
	Iteration 88Q: 3 clusters Score -494882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -494883.781250 Penalty: 843.400452
	Iteration 89Q: 3 clusters Score -494883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -494885.375000 Penalty: 843.400452
	Iteration 90Q: 3 clusters Score -494885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -494885.281250 Penalty: 843.400452
	Iteration 91Q: 3 clusters Score -494885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -494886.218750 Penalty: 843.400452
	Iteration 92Q: 3 clusters Score -494886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -494886.687500 Penalty: 843.400452
	Iteration 93Q: 3 clusters Score -494886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -494886.687500 Penalty: 843.400452
	Iteration 94Q: 3 clusters Score -494886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -494887.281250 Penalty: 843.400452
	Iteration 95Q: 3 clusters Score -494887.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -494887.843750 Penalty: 843.400452
	Iteration 96Q: 3 clusters Score -494887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -494887.843750 Penalty: 843.400452
	Iteration 97F: 3 clusters Score -494887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (28523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Entering Unmasked Estep 
Score: -1437402.125000 Penalty: 466.760193
	Iteration 0F: 2 clusters Score -1437402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1418483.750000 Penalty: 933.520386
	Iteration 0F: 3 clusters Score -1418484 nChanged 13603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1426759.875000 Penalty: 933.520386
	Iteration 1F: 3 clusters Score -1426760 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1427528.625000 Penalty: 933.520386
	Iteration 2F: 3 clusters Score -1427529 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1428879.750000 Penalty: 933.520386
	Iteration 3F: 3 clusters Score -1428880 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1430775.125000 Penalty: 933.520386
	Iteration 4F: 3 clusters Score -1430775 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1432288.500000 Penalty: 933.520386
	Iteration 5F: 3 clusters Score -1432288 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1433092.875000 Penalty: 933.520386
	Iteration 6F: 3 clusters Score -1433093 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1433420.000000 Penalty: 933.520386
	Iteration 7Q: 3 clusters Score -1433420 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1433588.375000 Penalty: 933.520386
	Iteration 8Q: 3 clusters Score -1433588 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1433711.875000 Penalty: 933.520386
	Iteration 9Q: 3 clusters Score -1433712 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1433827.125000 Penalty: 933.520386
	Iteration 10Q: 3 clusters Score -1433827 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1433938.750000 Penalty: 933.520386
	Iteration 11Q: 3 clusters Score -1433939 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -1434056.375000 Penalty: 933.520386
	Iteration 12Q: 3 clusters Score -1434056 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1434156.000000 Penalty: 933.520386
	Iteration 13Q: 3 clusters Score -1434156 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1434262.000000 Penalty: 933.520386
	Iteration 14Q: 3 clusters Score -1434262 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -1434382.375000 Penalty: 933.520386
	Iteration 15Q: 3 clusters Score -1434382 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -1434493.125000 Penalty: 933.520386
	Iteration 16Q: 3 clusters Score -1434493 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1434611.125000 Penalty: 933.520386
	Iteration 17Q: 3 clusters Score -1434611 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -1434703.875000 Penalty: 933.520386
	Iteration 18Q: 3 clusters Score -1434704 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -1434808.500000 Penalty: 933.520386
	Iteration 19Q: 3 clusters Score -1434808 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -1434910.000000 Penalty: 933.520386
	Iteration 20F: 3 clusters Score -1434910 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -1434996.250000 Penalty: 933.520386
	Iteration 21Q: 3 clusters Score -1434996 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -1435091.125000 Penalty: 933.520386
	Iteration 22Q: 3 clusters Score -1435091 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -1435202.875000 Penalty: 933.520386
	Iteration 23Q: 3 clusters Score -1435203 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -1435327.000000 Penalty: 933.520386
	Iteration 24Q: 3 clusters Score -1435327 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -1435424.500000 Penalty: 933.520386
	Iteration 25Q: 3 clusters Score -1435424 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -1435510.750000 Penalty: 933.520386
	Iteration 26Q: 3 clusters Score -1435511 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -1435588.500000 Penalty: 933.520386
	Iteration 27Q: 3 clusters Score -1435588 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -1435652.750000 Penalty: 933.520386
	Iteration 28Q: 3 clusters Score -1435653 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -1435702.125000 Penalty: 933.520386
	Iteration 29Q: 3 clusters Score -1435702 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -1435762.125000 Penalty: 933.520386
	Iteration 30Q: 3 clusters Score -1435762 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -1435795.500000 Penalty: 933.520386
	Iteration 31Q: 3 clusters Score -1435796 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -1435838.250000 Penalty: 933.520386
	Iteration 32Q: 3 clusters Score -1435838 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -1435876.750000 Penalty: 933.520386
	Iteration 33Q: 3 clusters Score -1435877 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -1435904.000000 Penalty: 933.520386
	Iteration 34Q: 3 clusters Score -1435904 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -1435939.625000 Penalty: 933.520386
	Iteration 35Q: 3 clusters Score -1435940 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -1435966.000000 Penalty: 933.520386
	Iteration 36Q: 3 clusters Score -1435966 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -1435994.125000 Penalty: 933.520386
	Iteration 37Q: 3 clusters Score -1435994 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -1436018.750000 Penalty: 933.520386
	Iteration 38Q: 3 clusters Score -1436019 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -1436043.625000 Penalty: 933.520386
	Iteration 39Q: 3 clusters Score -1436044 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -1436056.500000 Penalty: 933.520386
	Iteration 40F: 3 clusters Score -1436056 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -1436071.000000 Penalty: 933.520386
	Iteration 41Q: 3 clusters Score -1436071 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -1436084.000000 Penalty: 933.520386
	Iteration 42Q: 3 clusters Score -1436084 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -1436106.125000 Penalty: 933.520386
	Iteration 43Q: 3 clusters Score -1436106 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -1436115.500000 Penalty: 933.520386
	Iteration 44Q: 3 clusters Score -1436116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -1436128.125000 Penalty: 933.520386
	Iteration 45Q: 3 clusters Score -1436128 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -1436146.875000 Penalty: 933.520386
	Iteration 46Q: 3 clusters Score -1436147 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -1436161.875000 Penalty: 933.520386
	Iteration 47Q: 3 clusters Score -1436162 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -1436179.750000 Penalty: 933.520386
	Iteration 48Q: 3 clusters Score -1436180 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -1436200.500000 Penalty: 933.520386
	Iteration 49Q: 3 clusters Score -1436200 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -1436219.875000 Penalty: 933.520386
	Iteration 50Q: 3 clusters Score -1436220 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1436238.125000 Penalty: 933.520386
	Iteration 51Q: 3 clusters Score -1436238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -1436255.625000 Penalty: 933.520386
	Iteration 52Q: 3 clusters Score -1436256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -1436264.625000 Penalty: 933.520386
	Iteration 53Q: 3 clusters Score -1436265 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -1436283.750000 Penalty: 933.520386
	Iteration 54Q: 3 clusters Score -1436284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -1436289.750000 Penalty: 933.520386
	Iteration 55Q: 3 clusters Score -1436290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -1436298.125000 Penalty: 933.520386
	Iteration 56Q: 3 clusters Score -1436298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -1436312.375000 Penalty: 933.520386
	Iteration 57Q: 3 clusters Score -1436312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -1436319.375000 Penalty: 933.520386
	Iteration 58Q: 3 clusters Score -1436319 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -1436327.875000 Penalty: 933.520386
	Iteration 59Q: 3 clusters Score -1436328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -1436337.500000 Penalty: 933.520386
	Iteration 60F: 3 clusters Score -1436338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -1436349.000000 Penalty: 933.520386
	Iteration 61Q: 3 clusters Score -1436349 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -1436365.250000 Penalty: 933.520386
	Iteration 62Q: 3 clusters Score -1436365 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -1436377.625000 Penalty: 933.520386
	Iteration 63Q: 3 clusters Score -1436378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -1436384.500000 Penalty: 933.520386
	Iteration 64Q: 3 clusters Score -1436384 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -1436395.625000 Penalty: 933.520386
	Iteration 65Q: 3 clusters Score -1436396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -1436405.375000 Penalty: 933.520386
	Iteration 66Q: 3 clusters Score -1436405 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -1436423.750000 Penalty: 933.520386
	Iteration 67Q: 3 clusters Score -1436424 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -1436440.250000 Penalty: 933.520386
	Iteration 68Q: 3 clusters Score -1436440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -1436456.250000 Penalty: 933.520386
	Iteration 69Q: 3 clusters Score -1436456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -1436473.000000 Penalty: 933.520386
	Iteration 70Q: 3 clusters Score -1436473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -1436483.375000 Penalty: 933.520386
	Iteration 71Q: 3 clusters Score -1436483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -1436494.500000 Penalty: 933.520386
	Iteration 72Q: 3 clusters Score -1436494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -1436505.125000 Penalty: 933.520386
	Iteration 73Q: 3 clusters Score -1436505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -1436517.250000 Penalty: 933.520386
	Iteration 74Q: 3 clusters Score -1436517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -1436537.375000 Penalty: 933.520386
	Iteration 75Q: 3 clusters Score -1436537 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -1436554.625000 Penalty: 933.520386
	Iteration 76Q: 3 clusters Score -1436555 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -1436573.375000 Penalty: 933.520386
	Iteration 77Q: 3 clusters Score -1436573 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -1436581.625000 Penalty: 933.520386
	Iteration 78Q: 3 clusters Score -1436582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -1436600.000000 Penalty: 933.520386
	Iteration 79Q: 3 clusters Score -1436600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -1436623.250000 Penalty: 933.520386
	Iteration 80F: 3 clusters Score -1436623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -1436649.375000 Penalty: 933.520386
	Iteration 81Q: 3 clusters Score -1436649 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -1436675.375000 Penalty: 933.520386
	Iteration 82Q: 3 clusters Score -1436675 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -1436712.750000 Penalty: 933.520386
	Iteration 83Q: 3 clusters Score -1436713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -1436741.500000 Penalty: 933.520386
	Iteration 84Q: 3 clusters Score -1436742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -1436765.750000 Penalty: 933.520386
	Iteration 85Q: 3 clusters Score -1436766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -1436790.500000 Penalty: 933.520386
	Iteration 86Q: 3 clusters Score -1436790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -1436808.500000 Penalty: 933.520386
	Iteration 87Q: 3 clusters Score -1436808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -1436826.750000 Penalty: 933.520386
	Iteration 88Q: 3 clusters Score -1436827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -1436845.625000 Penalty: 933.520386
	Iteration 89Q: 3 clusters Score -1436846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -1436862.125000 Penalty: 933.520386
	Iteration 90Q: 3 clusters Score -1436862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -1436876.375000 Penalty: 933.520386
	Iteration 91Q: 3 clusters Score -1436876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -1436887.875000 Penalty: 933.520386
	Iteration 92Q: 3 clusters Score -1436888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -1436902.250000 Penalty: 933.520386
	Iteration 93Q: 3 clusters Score -1436902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -1436917.500000 Penalty: 933.520386
	Iteration 94Q: 3 clusters Score -1436918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -1436925.250000 Penalty: 933.520386
	Iteration 95Q: 3 clusters Score -1436925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -1436931.250000 Penalty: 933.520386
	Iteration 96Q: 3 clusters Score -1436931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -1436939.250000 Penalty: 933.520386
	Iteration 97Q: 3 clusters Score -1436939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -1436944.750000 Penalty: 933.520386
	Iteration 98Q: 3 clusters Score -1436945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -1436950.500000 Penalty: 933.520386
	Iteration 99Q: 3 clusters Score -1436950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -1436952.125000 Penalty: 933.520386
	Iteration 100F: 3 clusters Score -1436952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -1436954.250000 Penalty: 933.520386
	Iteration 101Q: 3 clusters Score -1436954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -1436955.375000 Penalty: 933.520386
	Iteration 102Q: 3 clusters Score -1436955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -1436958.500000 Penalty: 933.520386
	Iteration 103Q: 3 clusters Score -1436958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -1436963.750000 Penalty: 933.520386
	Iteration 104Q: 3 clusters Score -1436964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -1436969.375000 Penalty: 933.520386
	Iteration 105Q: 3 clusters Score -1436969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -1436972.375000 Penalty: 933.520386
	Iteration 106Q: 3 clusters Score -1436972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -1436972.375000 Penalty: 933.520386
	Iteration 107Q: 3 clusters Score -1436972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -1436973.625000 Penalty: 933.520386
	Iteration 108Q: 3 clusters Score -1436974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -1436974.125000 Penalty: 933.520386
	Iteration 109Q: 3 clusters Score -1436974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -1436975.125000 Penalty: 933.520386
	Iteration 110Q: 3 clusters Score -1436975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -1436976.625000 Penalty: 933.520386
	Iteration 111Q: 3 clusters Score -1436977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -1436977.625000 Penalty: 933.520386
	Iteration 112Q: 3 clusters Score -1436978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -1436975.500000 Penalty: 933.520386
	Iteration 113Q: 3 clusters Score -1436976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -1436976.375000 Penalty: 933.520386
	Iteration 114Q: 3 clusters Score -1436976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -1436976.375000 Penalty: 933.520386
	Iteration 115F: 3 clusters Score -1436976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7113.992676 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7113.993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6877.010742 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -6877.011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6963.790039 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -6963.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6992.050781 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -6992.051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7019.242676 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7019.243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7030.177246 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7030.177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7030.177246 Penalty: 453.508209
	Iteration 5F: 3 clusters Score -7030.177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -35468.496094 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -35468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34860.796875 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -34860.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35122.828125 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -35122.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35163.824219 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -35163.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35180.210938 Penalty: 594.574768
	Iteration 3Q: 3 clusters Score -35180.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35193.617188 Penalty: 594.574768
	Iteration 4Q: 3 clusters Score -35193.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35203.835938 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -35203.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35209.636719 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -35209.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35215.253906 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -35215.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35221.898438 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -35221.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35228.089844 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -35228.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35232.203125 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -35232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35235.121094 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -35235.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35236.265625 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -35236.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35237.058594 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -35237.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35237.648438 Penalty: 594.574768
	Iteration 14Q: 3 clusters Score -35237.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35238.093750 Penalty: 594.574768
	Iteration 15Q: 3 clusters Score -35238.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35238.984375 Penalty: 594.574768
	Iteration 16Q: 3 clusters Score -35238.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35238.984375 Penalty: 594.574768
	Iteration 17F: 3 clusters Score -35238.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (7510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Entering Unmasked Estep 
Score: -370265.093750 Penalty: 406.041595
	Iteration 0F: 2 clusters Score -370265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -365323.562500 Penalty: 812.083191
	Iteration 0F: 3 clusters Score -365323.6 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -367150.718750 Penalty: 812.083191
	Iteration 1F: 3 clusters Score -367150.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -367349.718750 Penalty: 812.083191
	Iteration 2F: 3 clusters Score -367349.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -367612.187500 Penalty: 812.083191
	Iteration 3F: 3 clusters Score -367612.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -367997.125000 Penalty: 812.083191
	Iteration 4F: 3 clusters Score -367997.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -368620.031250 Penalty: 812.083191
	Iteration 5F: 3 clusters Score -368620 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -369253.218750 Penalty: 812.083191
	Iteration 6F: 3 clusters Score -369253.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -369643.750000 Penalty: 812.083191
	Iteration 7F: 3 clusters Score -369643.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -369791.093750 Penalty: 812.083191
	Iteration 8Q: 3 clusters Score -369791.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -369860.750000 Penalty: 812.083191
	Iteration 9Q: 3 clusters Score -369860.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -369892.093750 Penalty: 812.083191
	Iteration 10Q: 3 clusters Score -369892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -369901.875000 Penalty: 812.083191
	Iteration 11Q: 3 clusters Score -369901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -369906.687500 Penalty: 812.083191
	Iteration 12Q: 3 clusters Score -369906.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -369913.750000 Penalty: 812.083191
	Iteration 13Q: 3 clusters Score -369913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -369919.062500 Penalty: 812.083191
	Iteration 14Q: 3 clusters Score -369919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -369922.406250 Penalty: 812.083191
	Iteration 15Q: 3 clusters Score -369922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -369926.812500 Penalty: 812.083191
	Iteration 16Q: 3 clusters Score -369926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -369927.062500 Penalty: 812.083191
	Iteration 17Q: 3 clusters Score -369927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -369927.562500 Penalty: 812.083191
	Iteration 18Q: 3 clusters Score -369927.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -369927.562500 Penalty: 812.083191
	Iteration 19F: 3 clusters Score -369927.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -12647.572266 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -12647.57 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 223 members 
Entering Unmasked Estep 
Score: -12217.166016 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -12217.17 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12415.848633 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -12415.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12480.241211 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -12480.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12534.220703 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -12534.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12562.398438 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -12562.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12570.250977 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -12570.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12575.044922 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -12575.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12577.275391 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -12577.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12577.741211 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -12577.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12578.051758 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -12578.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12580.675781 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -12580.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -12584.483398 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -12584.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12586.381836 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -12586.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12586.539062 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -12586.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12586.539062 Penalty: 557.743591
	Iteration 14F: 3 clusters Score -12586.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -23540.886719 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -23540.89 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 223 members 
Entering Unmasked Estep 
Score: -23099.296875 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -23099.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23333.046875 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -23333.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23440.664062 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -23440.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23491.394531 Penalty: 556.345093
	Iteration 3F: 3 clusters Score -23491.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23523.796875 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -23523.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23564.902344 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -23564.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23597.916016 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -23597.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23637.988281 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -23637.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23646.966797 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -23646.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23646.966797 Penalty: 556.345093
	Iteration 9F: 3 clusters Score -23646.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97406 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 42780 members 
Mstep: Class 9 contains 62217 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 88764 members 
Mstep: Class 14 contains 217494 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 79573 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182041 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 43781 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 132979 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 941 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 21294 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37491 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 174171 members 
Mstep: Class 43 contains 10595 members 
Mstep: Class 44 contains 28523 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7510 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 210272 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 203839 members 
Mstep: Class 65 contains 14342 members 
Mstep: Class 66 contains 68348 members 
Mstep: Class 67 contains 1677 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 96413 members 
Mstep: Class 72 contains 36641 members 
Mstep: Class 73 contains 182 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
Score: -90745104.000000 Penalty: 49451.667969
Splitting cluster 49 changes total score from -90742792.000000 to -90745104.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 50 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5354.571777 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5354.572 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 59 members 
Entering Unmasked Estep 
Score: -5141.417480 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5141.417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5201.271973 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5201.272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5223.818848 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -5223.819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5229.911133 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5229.911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5243.082031 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5243.082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5243.082031 Penalty: 427.743713
	Iteration 5F: 3 clusters Score -5243.082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (210272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210272 members 
Entering Unmasked Estep 
Score: -10486406.000000 Penalty: 557.655151
	Iteration 0F: 2 clusters Score -1.048641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -10346347.000000 Penalty: 1115.310303
	Iteration 0F: 3 clusters Score -1.034635e+07 nChanged 103750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104558 members 
Mstep: Class 2 contains 105714 members 
Entering Unmasked Estep 
Score: -10415077.000000 Penalty: 1115.310303
	Iteration 1F: 3 clusters Score -1.041508e+07 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 105866 members 
Entering Unmasked Estep 
Score: -10421866.000000 Penalty: 1115.310303
	Iteration 2F: 3 clusters Score -1.042187e+07 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 105876 members 
Entering Unmasked Estep 
Score: -10431701.000000 Penalty: 1115.310303
	Iteration 3F: 3 clusters Score -1.04317e+07 nChanged 14472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104144 members 
Mstep: Class 2 contains 106128 members 
Entering Unmasked Estep 
Score: -10444324.000000 Penalty: 1115.310303
	Iteration 4F: 3 clusters Score -1.044432e+07 nChanged 14333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103399 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -10455986.000000 Penalty: 1115.310303
	Iteration 5F: 3 clusters Score -1.045599e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -10462450.000000 Penalty: 1115.310303
	Iteration 6F: 3 clusters Score -1.046245e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 108592 members 
Entering Unmasked Estep 
Score: -10465861.000000 Penalty: 1115.310303
	Iteration 7Q: 3 clusters Score -1.046586e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101217 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -10468296.000000 Penalty: 1115.310303
	Iteration 8Q: 3 clusters Score -1.04683e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 109259 members 
Entering Unmasked Estep 
Score: -10470625.000000 Penalty: 1115.310303
	Iteration 9Q: 3 clusters Score -1.047062e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 109224 members 
Entering Unmasked Estep 
Score: -10472717.000000 Penalty: 1115.310303
	Iteration 10Q: 3 clusters Score -1.047272e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 109004 members 
Entering Unmasked Estep 
Score: -10474793.000000 Penalty: 1115.310303
	Iteration 11Q: 3 clusters Score -1.047479e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 108510 members 
Entering Unmasked Estep 
Score: -10476665.000000 Penalty: 1115.310303
	Iteration 12Q: 3 clusters Score -1.047666e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102338 members 
Mstep: Class 2 contains 107934 members 
Entering Unmasked Estep 
Score: -10478468.000000 Penalty: 1115.310303
	Iteration 13Q: 3 clusters Score -1.047847e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102850 members 
Mstep: Class 2 contains 107422 members 
Entering Unmasked Estep 
Score: -10480023.000000 Penalty: 1115.310303
	Iteration 14Q: 3 clusters Score -1.048002e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
Score: -10481317.000000 Penalty: 1115.310303
	Iteration 15Q: 3 clusters Score -1.048132e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103590 members 
Mstep: Class 2 contains 106682 members 
Entering Unmasked Estep 
Score: -10482250.000000 Penalty: 1115.310303
	Iteration 16Q: 3 clusters Score -1.048225e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -10483037.000000 Penalty: 1115.310303
	Iteration 17Q: 3 clusters Score -1.048304e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 106787 members 
Entering Unmasked Estep 
Score: -10483594.000000 Penalty: 1115.310303
	Iteration 18Q: 3 clusters Score -1.048359e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103188 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -10483907.000000 Penalty: 1115.310303
	Iteration 19Q: 3 clusters Score -1.048391e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102771 members 
Mstep: Class 2 contains 107501 members 
Entering Unmasked Estep 
Score: -10484274.000000 Penalty: 1115.310303
	Iteration 20F: 3 clusters Score -1.048427e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102141 members 
Mstep: Class 2 contains 108131 members 
Entering Unmasked Estep 
Score: -10484468.000000 Penalty: 1115.310303
	Iteration 21Q: 3 clusters Score -1.048447e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 108827 members 
Entering Unmasked Estep 
Score: -10484476.000000 Penalty: 1115.310303
	Iteration 22Q: 3 clusters Score -1.048448e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -10484508.000000 Penalty: 1115.310303
	Iteration 23Q: 3 clusters Score -1.048451e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 110418 members 
Entering Unmasked Estep 
Score: -10484640.000000 Penalty: 1115.310303
	Iteration 24Q: 3 clusters Score -1.048464e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -10484743.000000 Penalty: 1115.310303
	Iteration 25Q: 3 clusters Score -1.048474e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 112262 members 
Entering Unmasked Estep 
Score: -10484743.000000 Penalty: 1115.310303
	Iteration 26Q: 3 clusters Score -1.048474e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -10484823.000000 Penalty: 1115.310303
	Iteration 27Q: 3 clusters Score -1.048482e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 114159 members 
Entering Unmasked Estep 
Score: -10484857.000000 Penalty: 1115.310303
	Iteration 28Q: 3 clusters Score -1.048486e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 115194 members 
Entering Unmasked Estep 
Score: -10484919.000000 Penalty: 1115.310303
	Iteration 29Q: 3 clusters Score -1.048492e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 116176 members 
Entering Unmasked Estep 
Score: -10484943.000000 Penalty: 1115.310303
	Iteration 30Q: 3 clusters Score -1.048494e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93030 members 
Mstep: Class 2 contains 117242 members 
Entering Unmasked Estep 
Score: -10484939.000000 Penalty: 1115.310303
	Iteration 31Q: 3 clusters Score -1.048494e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 118216 members 
Entering Unmasked Estep 
Score: -10484992.000000 Penalty: 1115.310303
	Iteration 32Q: 3 clusters Score -1.048499e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91117 members 
Mstep: Class 2 contains 119155 members 
Entering Unmasked Estep 
Score: -10485029.000000 Penalty: 1115.310303
	Iteration 33Q: 3 clusters Score -1.048503e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 120098 members 
Entering Unmasked Estep 
Score: -10485070.000000 Penalty: 1115.310303
	Iteration 34Q: 3 clusters Score -1.048507e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 120905 members 
Entering Unmasked Estep 
Score: -10485032.000000 Penalty: 1115.310303
	Iteration 35Q: 3 clusters Score -1.048503e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 121742 members 
Entering Unmasked Estep 
Score: -10485041.000000 Penalty: 1115.310303
	Iteration 36Q: 3 clusters Score -1.048504e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 122513 members 
Entering Unmasked Estep 
Score: -10485072.000000 Penalty: 1115.310303
	Iteration 37Q: 3 clusters Score -1.048507e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -10485057.000000 Penalty: 1115.310303
	Iteration 38Q: 3 clusters Score -1.048506e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 124100 members 
Entering Unmasked Estep 
Score: -10485073.000000 Penalty: 1115.310303
	Iteration 39Q: 3 clusters Score -1.048507e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 124824 members 
Entering Unmasked Estep 
Score: -10485112.000000 Penalty: 1115.310303
	Iteration 40F: 3 clusters Score -1.048511e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -10485090.000000 Penalty: 1115.310303
	Iteration 41Q: 3 clusters Score -1.048509e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 126284 members 
Entering Unmasked Estep 
Score: -10485093.000000 Penalty: 1115.310303
	Iteration 42Q: 3 clusters Score -1.048509e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 126980 members 
Entering Unmasked Estep 
Score: -10485079.000000 Penalty: 1115.310303
	Iteration 43Q: 3 clusters Score -1.048508e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 127585 members 
Entering Unmasked Estep 
Score: -10485087.000000 Penalty: 1115.310303
	Iteration 44Q: 3 clusters Score -1.048509e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 128178 members 
Entering Unmasked Estep 
Score: -10485127.000000 Penalty: 1115.310303
	Iteration 45Q: 3 clusters Score -1.048513e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 128719 members 
Entering Unmasked Estep 
Score: -10485168.000000 Penalty: 1115.310303
	Iteration 46Q: 3 clusters Score -1.048517e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 129128 members 
Entering Unmasked Estep 
Score: -10485138.000000 Penalty: 1115.310303
	Iteration 47Q: 3 clusters Score -1.048514e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -10485123.000000 Penalty: 1115.310303
	Iteration 48Q: 3 clusters Score -1.048512e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 129872 members 
Entering Unmasked Estep 
Score: -10485137.000000 Penalty: 1115.310303
	Iteration 49Q: 3 clusters Score -1.048514e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 130291 members 
Entering Unmasked Estep 
Score: -10485091.000000 Penalty: 1115.310303
	Iteration 50Q: 3 clusters Score -1.048509e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 130649 members 
Entering Unmasked Estep 
Score: -10485082.000000 Penalty: 1115.310303
	Iteration 51Q: 3 clusters Score -1.048508e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -10485086.000000 Penalty: 1115.310303
	Iteration 52Q: 3 clusters Score -1.048509e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 131416 members 
Entering Unmasked Estep 
Score: -10485088.000000 Penalty: 1115.310303
	Iteration 53Q: 3 clusters Score -1.048509e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 131871 members 
Entering Unmasked Estep 
Score: -10485106.000000 Penalty: 1115.310303
	Iteration 54Q: 3 clusters Score -1.048511e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 132370 members 
Entering Unmasked Estep 
Score: -10485153.000000 Penalty: 1115.310303
	Iteration 55Q: 3 clusters Score -1.048515e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 132868 members 
Entering Unmasked Estep 
Score: -10485186.000000 Penalty: 1115.310303
	Iteration 56Q: 3 clusters Score -1.048519e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 133398 members 
Entering Unmasked Estep 
Score: -10485161.000000 Penalty: 1115.310303
	Iteration 57Q: 3 clusters Score -1.048516e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76328 members 
Mstep: Class 2 contains 133944 members 
Entering Unmasked Estep 
Score: -10485180.000000 Penalty: 1115.310303
	Iteration 58Q: 3 clusters Score -1.048518e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 134440 members 
Entering Unmasked Estep 
Score: -10485158.000000 Penalty: 1115.310303
	Iteration 59Q: 3 clusters Score -1.048516e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 134898 members 
Entering Unmasked Estep 
Score: -10485166.000000 Penalty: 1115.310303
	Iteration 60F: 3 clusters Score -1.048517e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74838 members 
Mstep: Class 2 contains 135434 members 
Entering Unmasked Estep 
Score: -10485178.000000 Penalty: 1115.310303
	Iteration 61Q: 3 clusters Score -1.048518e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 135975 members 
Entering Unmasked Estep 
Score: -10485205.000000 Penalty: 1115.310303
	Iteration 62Q: 3 clusters Score -1.04852e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 136540 members 
Entering Unmasked Estep 
Score: -10485222.000000 Penalty: 1115.310303
	Iteration 63Q: 3 clusters Score -1.048522e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 137066 members 
Entering Unmasked Estep 
Score: -10485216.000000 Penalty: 1115.310303
	Iteration 64Q: 3 clusters Score -1.048522e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 137636 members 
Entering Unmasked Estep 
Score: -10485212.000000 Penalty: 1115.310303
	Iteration 65Q: 3 clusters Score -1.048521e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 138280 members 
Entering Unmasked Estep 
Score: -10485255.000000 Penalty: 1115.310303
	Iteration 66Q: 3 clusters Score -1.048526e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 138917 members 
Entering Unmasked Estep 
Score: -10485281.000000 Penalty: 1115.310303
	Iteration 67Q: 3 clusters Score -1.048528e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 139490 members 
Entering Unmasked Estep 
Score: -10485304.000000 Penalty: 1115.310303
	Iteration 68Q: 3 clusters Score -1.04853e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 140072 members 
Entering Unmasked Estep 
Score: -10485315.000000 Penalty: 1115.310303
	Iteration 69Q: 3 clusters Score -1.048532e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 140603 members 
Entering Unmasked Estep 
Score: -10485313.000000 Penalty: 1115.310303
	Iteration 70Q: 3 clusters Score -1.048531e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 141128 members 
Entering Unmasked Estep 
Score: -10485308.000000 Penalty: 1115.310303
	Iteration 71Q: 3 clusters Score -1.048531e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 141607 members 
Entering Unmasked Estep 
Score: -10485348.000000 Penalty: 1115.310303
	Iteration 72Q: 3 clusters Score -1.048535e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 142094 members 
Entering Unmasked Estep 
Score: -10485353.000000 Penalty: 1115.310303
	Iteration 73Q: 3 clusters Score -1.048535e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -10485376.000000 Penalty: 1115.310303
	Iteration 74Q: 3 clusters Score -1.048538e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 143112 members 
Entering Unmasked Estep 
Score: -10485420.000000 Penalty: 1115.310303
	Iteration 75Q: 3 clusters Score -1.048542e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 143612 members 
Entering Unmasked Estep 
Score: -10485468.000000 Penalty: 1115.310303
	Iteration 76Q: 3 clusters Score -1.048547e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -10485464.000000 Penalty: 1115.310303
	Iteration 77Q: 3 clusters Score -1.048546e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 144634 members 
Entering Unmasked Estep 
Score: -10485473.000000 Penalty: 1115.310303
	Iteration 78Q: 3 clusters Score -1.048547e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 145111 members 
Entering Unmasked Estep 
Score: -10485467.000000 Penalty: 1115.310303
	Iteration 79Q: 3 clusters Score -1.048547e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 145564 members 
Entering Unmasked Estep 
Score: -10485437.000000 Penalty: 1115.310303
	Iteration 80F: 3 clusters Score -1.048544e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 145991 members 
Entering Unmasked Estep 
Score: -10485455.000000 Penalty: 1115.310303
	Iteration 81Q: 3 clusters Score -1.048546e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 146479 members 
Entering Unmasked Estep 
Score: -10485479.000000 Penalty: 1115.310303
	Iteration 82Q: 3 clusters Score -1.048548e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 147004 members 
Entering Unmasked Estep 
Score: -10485523.000000 Penalty: 1115.310303
	Iteration 83Q: 3 clusters Score -1.048552e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 147482 members 
Entering Unmasked Estep 
Score: -10485513.000000 Penalty: 1115.310303
	Iteration 84Q: 3 clusters Score -1.048551e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 147918 members 
Entering Unmasked Estep 
Score: -10485536.000000 Penalty: 1115.310303
	Iteration 85Q: 3 clusters Score -1.048554e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 148413 members 
Entering Unmasked Estep 
Score: -10485546.000000 Penalty: 1115.310303
	Iteration 86Q: 3 clusters Score -1.048555e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 148889 members 
Entering Unmasked Estep 
Score: -10485520.000000 Penalty: 1115.310303
	Iteration 87Q: 3 clusters Score -1.048552e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 149393 members 
Entering Unmasked Estep 
Score: -10485567.000000 Penalty: 1115.310303
	Iteration 88Q: 3 clusters Score -1.048557e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 149874 members 
Entering Unmasked Estep 
Score: -10485567.000000 Penalty: 1115.310303
	Iteration 89Q: 3 clusters Score -1.048557e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -10485591.000000 Penalty: 1115.310303
	Iteration 90Q: 3 clusters Score -1.048559e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 150738 members 
Entering Unmasked Estep 
Score: -10485619.000000 Penalty: 1115.310303
	Iteration 91Q: 3 clusters Score -1.048562e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -10485626.000000 Penalty: 1115.310303
	Iteration 92Q: 3 clusters Score -1.048563e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 151642 members 
Entering Unmasked Estep 
Score: -10485624.000000 Penalty: 1115.310303
	Iteration 93Q: 3 clusters Score -1.048562e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 151998 members 
Entering Unmasked Estep 
Score: -10485637.000000 Penalty: 1115.310303
	Iteration 94Q: 3 clusters Score -1.048564e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 152429 members 
Entering Unmasked Estep 
Score: -10485663.000000 Penalty: 1115.310303
	Iteration 95Q: 3 clusters Score -1.048566e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 152888 members 
Entering Unmasked Estep 
Score: -10485659.000000 Penalty: 1115.310303
	Iteration 96Q: 3 clusters Score -1.048566e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -10485682.000000 Penalty: 1115.310303
	Iteration 97Q: 3 clusters Score -1.048568e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 153836 members 
Entering Unmasked Estep 
Score: -10485659.000000 Penalty: 1115.310303
	Iteration 98Q: 3 clusters Score -1.048566e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 154285 members 
Entering Unmasked Estep 
Score: -10485683.000000 Penalty: 1115.310303
	Iteration 99Q: 3 clusters Score -1.048568e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 154772 members 
Entering Unmasked Estep 
Score: -10485709.000000 Penalty: 1115.310303
	Iteration 100F: 3 clusters Score -1.048571e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 155215 members 
Entering Unmasked Estep 
Score: -10485726.000000 Penalty: 1115.310303
	Iteration 101Q: 3 clusters Score -1.048573e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 155709 members 
Entering Unmasked Estep 
Score: -10485737.000000 Penalty: 1115.310303
	Iteration 102Q: 3 clusters Score -1.048574e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 156115 members 
Entering Unmasked Estep 
Score: -10485750.000000 Penalty: 1115.310303
	Iteration 103Q: 3 clusters Score -1.048575e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 156496 members 
Entering Unmasked Estep 
Score: -10485802.000000 Penalty: 1115.310303
	Iteration 104Q: 3 clusters Score -1.04858e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 156892 members 
Entering Unmasked Estep 
Score: -10485787.000000 Penalty: 1115.310303
	Iteration 105Q: 3 clusters Score -1.048579e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 157339 members 
Entering Unmasked Estep 
Score: -10485815.000000 Penalty: 1115.310303
	Iteration 106Q: 3 clusters Score -1.048582e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -10485793.000000 Penalty: 1115.310303
	Iteration 107Q: 3 clusters Score -1.048579e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 157975 members 
Entering Unmasked Estep 
Score: -10485845.000000 Penalty: 1115.310303
	Iteration 108Q: 3 clusters Score -1.048584e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 158278 members 
Entering Unmasked Estep 
Score: -10485853.000000 Penalty: 1115.310303
	Iteration 109Q: 3 clusters Score -1.048585e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 158592 members 
Entering Unmasked Estep 
Score: -10485893.000000 Penalty: 1115.310303
	Iteration 110Q: 3 clusters Score -1.048589e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 158848 members 
Entering Unmasked Estep 
Score: -10485909.000000 Penalty: 1115.310303
	Iteration 111Q: 3 clusters Score -1.048591e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 159221 members 
Entering Unmasked Estep 
Score: -10485964.000000 Penalty: 1115.310303
	Iteration 112Q: 3 clusters Score -1.048596e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 159589 members 
Entering Unmasked Estep 
Score: -10485960.000000 Penalty: 1115.310303
	Iteration 113Q: 3 clusters Score -1.048596e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 159912 members 
Entering Unmasked Estep 
Score: -10485950.000000 Penalty: 1115.310303
	Iteration 114Q: 3 clusters Score -1.048595e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 160229 members 
Entering Unmasked Estep 
Score: -10485975.000000 Penalty: 1115.310303
	Iteration 115Q: 3 clusters Score -1.048598e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -10486020.000000 Penalty: 1115.310303
	Iteration 116Q: 3 clusters Score -1.048602e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 160738 members 
Entering Unmasked Estep 
Score: -10486023.000000 Penalty: 1115.310303
	Iteration 117Q: 3 clusters Score -1.048602e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -10486055.000000 Penalty: 1115.310303
	Iteration 118Q: 3 clusters Score -1.048606e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 161250 members 
Entering Unmasked Estep 
Score: -10486103.000000 Penalty: 1115.310303
	Iteration 119Q: 3 clusters Score -1.04861e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 161417 members 
Entering Unmasked Estep 
Score: -10486133.000000 Penalty: 1115.310303
	Iteration 120F: 3 clusters Score -1.048613e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -10486169.000000 Penalty: 1115.310303
	Iteration 121Q: 3 clusters Score -1.048617e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 161802 members 
Entering Unmasked Estep 
Score: -10486178.000000 Penalty: 1115.310303
	Iteration 122Q: 3 clusters Score -1.048618e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 161952 members 
Entering Unmasked Estep 
Score: -10486197.000000 Penalty: 1115.310303
	Iteration 123Q: 3 clusters Score -1.04862e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 162113 members 
Entering Unmasked Estep 
Score: -10486205.000000 Penalty: 1115.310303
	Iteration 124Q: 3 clusters Score -1.04862e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 162330 members 
Entering Unmasked Estep 
Score: -10486189.000000 Penalty: 1115.310303
	Iteration 125Q: 3 clusters Score -1.048619e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 162488 members 
Entering Unmasked Estep 
Score: -10486187.000000 Penalty: 1115.310303
	Iteration 126Q: 3 clusters Score -1.048619e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 162614 members 
Entering Unmasked Estep 
Score: -10486187.000000 Penalty: 1115.310303
	Iteration 127Q: 3 clusters Score -1.048619e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 162791 members 
Entering Unmasked Estep 
Score: -10486215.000000 Penalty: 1115.310303
	Iteration 128Q: 3 clusters Score -1.048622e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 162945 members 
Entering Unmasked Estep 
Score: -10486244.000000 Penalty: 1115.310303
	Iteration 129Q: 3 clusters Score -1.048624e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 163168 members 
Entering Unmasked Estep 
Score: -10486263.000000 Penalty: 1115.310303
	Iteration 130Q: 3 clusters Score -1.048626e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -10486262.000000 Penalty: 1115.310303
	Iteration 131Q: 3 clusters Score -1.048626e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -10486282.000000 Penalty: 1115.310303
	Iteration 132Q: 3 clusters Score -1.048628e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 163852 members 
Entering Unmasked Estep 
Score: -10486316.000000 Penalty: 1115.310303
	Iteration 133Q: 3 clusters Score -1.048632e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 164073 members 
Entering Unmasked Estep 
Score: -10486346.000000 Penalty: 1115.310303
	Iteration 134Q: 3 clusters Score -1.048635e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 164313 members 
Entering Unmasked Estep 
Score: -10486343.000000 Penalty: 1115.310303
	Iteration 135Q: 3 clusters Score -1.048634e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 164474 members 
Entering Unmasked Estep 
Score: -10486376.000000 Penalty: 1115.310303
	Iteration 136Q: 3 clusters Score -1.048638e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 164643 members 
Entering Unmasked Estep 
Score: -10486406.000000 Penalty: 1115.310303
	Iteration 137Q: 3 clusters Score -1.048641e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 164750 members 
Entering Unmasked Estep 
Score: -10486428.000000 Penalty: 1115.310303
	Iteration 138Q: 3 clusters Score -1.048643e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 164859 members 
Entering Unmasked Estep 
Score: -10486443.000000 Penalty: 1115.310303
	Iteration 139Q: 3 clusters Score -1.048644e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -10486458.000000 Penalty: 1115.310303
	Iteration 140F: 3 clusters Score -1.048646e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 165232 members 
Entering Unmasked Estep 
Score: -10486481.000000 Penalty: 1115.310303
	Iteration 141Q: 3 clusters Score -1.048648e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 165389 members 
Entering Unmasked Estep 
Score: -10486477.000000 Penalty: 1115.310303
	Iteration 142Q: 3 clusters Score -1.048648e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -10486476.000000 Penalty: 1115.310303
	Iteration 143Q: 3 clusters Score -1.048648e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 165685 members 
Entering Unmasked Estep 
Score: -10486479.000000 Penalty: 1115.310303
	Iteration 144Q: 3 clusters Score -1.048648e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 165867 members 
Entering Unmasked Estep 
Score: -10486494.000000 Penalty: 1115.310303
	Iteration 145Q: 3 clusters Score -1.048649e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 165959 members 
Entering Unmasked Estep 
Score: -10486486.000000 Penalty: 1115.310303
	Iteration 146Q: 3 clusters Score -1.048649e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 166174 members 
Entering Unmasked Estep 
Score: -10486480.000000 Penalty: 1115.310303
	Iteration 147Q: 3 clusters Score -1.048648e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 166295 members 
Entering Unmasked Estep 
Score: -10486483.000000 Penalty: 1115.310303
	Iteration 148Q: 3 clusters Score -1.048648e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 166480 members 
Entering Unmasked Estep 
Score: -10486490.000000 Penalty: 1115.310303
	Iteration 149Q: 3 clusters Score -1.048649e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 166665 members 
Entering Unmasked Estep 
Score: -10486489.000000 Penalty: 1115.310303
	Iteration 150Q: 3 clusters Score -1.048649e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 166827 members 
Entering Unmasked Estep 
Score: -10486500.000000 Penalty: 1115.310303
	Iteration 151Q: 3 clusters Score -1.04865e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 166949 members 
Entering Unmasked Estep 
Score: -10486508.000000 Penalty: 1115.310303
	Iteration 152Q: 3 clusters Score -1.048651e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 167059 members 
Entering Unmasked Estep 
Score: -10486513.000000 Penalty: 1115.310303
	Iteration 153Q: 3 clusters Score -1.048651e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 167136 members 
Entering Unmasked Estep 
Score: -10486507.000000 Penalty: 1115.310303
	Iteration 154Q: 3 clusters Score -1.048651e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 167242 members 
Entering Unmasked Estep 
Score: -10486532.000000 Penalty: 1115.310303
	Iteration 155Q: 3 clusters Score -1.048653e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 167367 members 
Entering Unmasked Estep 
Score: -10486524.000000 Penalty: 1115.310303
	Iteration 156Q: 3 clusters Score -1.048652e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 167467 members 
Entering Unmasked Estep 
Score: -10486504.000000 Penalty: 1115.310303
	Iteration 157Q: 3 clusters Score -1.04865e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 167577 members 
Entering Unmasked Estep 
Score: -10486501.000000 Penalty: 1115.310303
	Iteration 158Q: 3 clusters Score -1.04865e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 167646 members 
Entering Unmasked Estep 
Score: -10486527.000000 Penalty: 1115.310303
	Iteration 159Q: 3 clusters Score -1.048653e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 167760 members 
Entering Unmasked Estep 
Score: -10486508.000000 Penalty: 1115.310303
	Iteration 160F: 3 clusters Score -1.048651e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 167846 members 
Entering Unmasked Estep 
Score: -10486479.000000 Penalty: 1115.310303
	Iteration 161Q: 3 clusters Score -1.048648e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 167963 members 
Entering Unmasked Estep 
Score: -10486506.000000 Penalty: 1115.310303
	Iteration 162Q: 3 clusters Score -1.048651e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 168018 members 
Entering Unmasked Estep 
Score: -10486499.000000 Penalty: 1115.310303
	Iteration 163Q: 3 clusters Score -1.04865e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 168099 members 
Entering Unmasked Estep 
Score: -10486499.000000 Penalty: 1115.310303
	Iteration 164Q: 3 clusters Score -1.04865e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 168162 members 
Entering Unmasked Estep 
Score: -10486513.000000 Penalty: 1115.310303
	Iteration 165Q: 3 clusters Score -1.048651e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 168206 members 
Entering Unmasked Estep 
Score: -10486511.000000 Penalty: 1115.310303
	Iteration 166Q: 3 clusters Score -1.048651e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 168278 members 
Entering Unmasked Estep 
Score: -10486520.000000 Penalty: 1115.310303
	Iteration 167Q: 3 clusters Score -1.048652e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -10486504.000000 Penalty: 1115.310303
	Iteration 168Q: 3 clusters Score -1.04865e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 168407 members 
Entering Unmasked Estep 
Score: -10486533.000000 Penalty: 1115.310303
	Iteration 169Q: 3 clusters Score -1.048653e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 168453 members 
Entering Unmasked Estep 
Score: -10486538.000000 Penalty: 1115.310303
	Iteration 170Q: 3 clusters Score -1.048654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 168460 members 
Entering Unmasked Estep 
Score: -10486536.000000 Penalty: 1115.310303
	Iteration 171Q: 3 clusters Score -1.048654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 168445 members 
Entering Unmasked Estep 
Score: -10486538.000000 Penalty: 1115.310303
	Iteration 172Q: 3 clusters Score -1.048654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 168442 members 
Entering Unmasked Estep 
Score: -10486536.000000 Penalty: 1115.310303
	Iteration 173Q: 3 clusters Score -1.048654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 168445 members 
Entering Unmasked Estep 
Score: -10486533.000000 Penalty: 1115.310303
	Iteration 174Q: 3 clusters Score -1.048653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 168454 members 
Entering Unmasked Estep 
Score: -10486538.000000 Penalty: 1115.310303
	Iteration 175Q: 3 clusters Score -1.048654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 168445 members 
Entering Unmasked Estep 
Score: -10486531.000000 Penalty: 1115.310303
	Iteration 176Q: 3 clusters Score -1.048653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -10486533.000000 Penalty: 1115.310303
	Iteration 177Q: 3 clusters Score -1.048653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -10486533.000000 Penalty: 1115.310303
	Iteration 178F: 3 clusters Score -1.048653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97406 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 42780 members 
Mstep: Class 9 contains 62217 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 88764 members 
Mstep: Class 14 contains 217494 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 79573 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182041 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 43781 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 132979 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 941 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 21294 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37491 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 174171 members 
Mstep: Class 43 contains 10595 members 
Mstep: Class 44 contains 28523 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7510 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41823 members 
Mstep: Class 52 contains 66 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 203839 members 
Mstep: Class 65 contains 14342 members 
Mstep: Class 66 contains 68348 members 
Mstep: Class 67 contains 1677 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 96413 members 
Mstep: Class 72 contains 36641 members 
Mstep: Class 73 contains 182 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 168449 members 
Entering Unmasked Estep 
Score: -90744656.000000 Penalty: 50111.023438
Splitting cluster 51 changes total score from -90742792.000000 to -90744656.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 52 (66 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Entering Unmasked Estep 
Score: -2890.655518 Penalty: 190.629288
	Iteration 0F: 2 clusters Score -2890.656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2857.723389 Penalty: 381.258575
	Iteration 0F: 3 clusters Score -2857.723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2873.533936 Penalty: 381.258575
	Iteration 1F: 3 clusters Score -2873.534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2876.461914 Penalty: 381.258575
	Iteration 2Q: 3 clusters Score -2876.462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2882.956055 Penalty: 381.258575
	Iteration 3Q: 3 clusters Score -2882.956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2897.236572 Penalty: 381.258575
	Iteration 4F: 3 clusters Score -2897.237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2902.960449 Penalty: 381.258575
	Iteration 5Q: 3 clusters Score -2902.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2902.960449 Penalty: 381.258575
	Iteration 6F: 3 clusters Score -2902.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97406 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 42780 members 
Mstep: Class 9 contains 62217 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 88764 members 
Mstep: Class 14 contains 217494 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 79573 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182041 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 43781 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 132979 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 941 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 21294 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37491 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 174171 members 
Mstep: Class 43 contains 10595 members 
Mstep: Class 44 contains 28523 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7510 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41823 members 
Mstep: Class 52 contains 48 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 203839 members 
Mstep: Class 65 contains 14342 members 
Mstep: Class 66 contains 68348 members 
Mstep: Class 67 contains 1677 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 96413 members 
Mstep: Class 72 contains 36641 members 
Mstep: Class 73 contains 182 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 168449 members 
Mstep: Class 77 contains 18 members 
Entering Unmasked Estep 
Score: -90744176.000000 Penalty: 50770.378906
Splitting cluster 52 changes total score from -90742792.000000 to -90744176.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 53 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6777.635742 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6777.636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6535.655273 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6535.655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6651.980957 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6651.981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6714.407227 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6714.407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6755.888184 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6755.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6763.127930 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6763.128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6769.576660 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6769.577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6770.842285 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6770.842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6770.842285 Penalty: 449.037140
	Iteration 7F: 3 clusters Score -6770.842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -48272.488281 Penalty: 317.082703
	Iteration 0F: 2 clusters Score -48272.49 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 540 members 
Entering Unmasked Estep 
Score: -47427.839844 Penalty: 634.165405
	Iteration 0F: 3 clusters Score -47427.84 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -47693.417969 Penalty: 634.165405
	Iteration 1F: 3 clusters Score -47693.42 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -47790.171875 Penalty: 634.165405
	Iteration 2F: 3 clusters Score -47790.17 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -47848.769531 Penalty: 634.165405
	Iteration 3F: 3 clusters Score -47848.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -47897.460938 Penalty: 634.165405
	Iteration 4Q: 3 clusters Score -47897.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -47949.648438 Penalty: 634.165405
	Iteration 5Q: 3 clusters Score -47949.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -47980.863281 Penalty: 634.165405
	Iteration 6Q: 3 clusters Score -47980.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -48014.937500 Penalty: 634.165405
	Iteration 7Q: 3 clusters Score -48014.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -48043.714844 Penalty: 634.165405
	Iteration 8Q: 3 clusters Score -48043.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -48072.320312 Penalty: 634.165405
	Iteration 9Q: 3 clusters Score -48072.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -48097.335938 Penalty: 634.165405
	Iteration 10Q: 3 clusters Score -48097.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -48115.187500 Penalty: 634.165405
	Iteration 11Q: 3 clusters Score -48115.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -48127.035156 Penalty: 634.165405
	Iteration 12Q: 3 clusters Score -48127.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -48137.070312 Penalty: 634.165405
	Iteration 13Q: 3 clusters Score -48137.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -48142.410156 Penalty: 634.165405
	Iteration 14Q: 3 clusters Score -48142.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -48146.093750 Penalty: 634.165405
	Iteration 15Q: 3 clusters Score -48146.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -48148.542969 Penalty: 634.165405
	Iteration 16Q: 3 clusters Score -48148.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -48151.242188 Penalty: 634.165405
	Iteration 17Q: 3 clusters Score -48151.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -48152.265625 Penalty: 634.165405
	Iteration 18Q: 3 clusters Score -48152.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -48152.761719 Penalty: 634.165405
	Iteration 19Q: 3 clusters Score -48152.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -48153.652344 Penalty: 634.165405
	Iteration 20F: 3 clusters Score -48153.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -48154.171875 Penalty: 634.165405
	Iteration 21Q: 3 clusters Score -48154.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -48154.472656 Penalty: 634.165405
	Iteration 22Q: 3 clusters Score -48154.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -48154.527344 Penalty: 634.165405
	Iteration 23Q: 3 clusters Score -48154.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -48154.527344 Penalty: 634.165405
	Iteration 24F: 3 clusters Score -48154.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -159710.000000 Penalty: 364.456268
	Iteration 0F: 2 clusters Score -159710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -157639.296875 Penalty: 728.912537
	Iteration 0F: 3 clusters Score -157639.3 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -158343.312500 Penalty: 728.912537
	Iteration 1F: 3 clusters Score -158343.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -158412.625000 Penalty: 728.912537
	Iteration 2F: 3 clusters Score -158412.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -158476.734375 Penalty: 728.912537
	Iteration 3Q: 3 clusters Score -158476.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -158537.421875 Penalty: 728.912537
	Iteration 4Q: 3 clusters Score -158537.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -158604.359375 Penalty: 728.912537
	Iteration 5Q: 3 clusters Score -158604.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -158661.687500 Penalty: 728.912537
	Iteration 6Q: 3 clusters Score -158661.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -158736.656250 Penalty: 728.912537
	Iteration 7Q: 3 clusters Score -158736.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -158821.562500 Penalty: 728.912537
	Iteration 8Q: 3 clusters Score -158821.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -158896.109375 Penalty: 728.912537
	Iteration 9Q: 3 clusters Score -158896.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -158947.359375 Penalty: 728.912537
	Iteration 10Q: 3 clusters Score -158947.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -158979.125000 Penalty: 728.912537
	Iteration 11Q: 3 clusters Score -158979.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -158996.828125 Penalty: 728.912537
	Iteration 12Q: 3 clusters Score -158996.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -159010.234375 Penalty: 728.912537
	Iteration 13Q: 3 clusters Score -159010.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -159020.890625 Penalty: 728.912537
	Iteration 14Q: 3 clusters Score -159020.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -159031.078125 Penalty: 728.912537
	Iteration 15Q: 3 clusters Score -159031.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -159040.031250 Penalty: 728.912537
	Iteration 16Q: 3 clusters Score -159040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -159046.187500 Penalty: 728.912537
	Iteration 17Q: 3 clusters Score -159046.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -159051.875000 Penalty: 728.912537
	Iteration 18Q: 3 clusters Score -159051.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -159058.531250 Penalty: 728.912537
	Iteration 19Q: 3 clusters Score -159058.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -159066.390625 Penalty: 728.912537
	Iteration 20F: 3 clusters Score -159066.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -159080.015625 Penalty: 728.912537
	Iteration 21Q: 3 clusters Score -159080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -159089.375000 Penalty: 728.912537
	Iteration 22Q: 3 clusters Score -159089.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -159094.578125 Penalty: 728.912537
	Iteration 23Q: 3 clusters Score -159094.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -159099.859375 Penalty: 728.912537
	Iteration 24Q: 3 clusters Score -159099.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -159108.343750 Penalty: 728.912537
	Iteration 25Q: 3 clusters Score -159108.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -159118.984375 Penalty: 728.912537
	Iteration 26Q: 3 clusters Score -159119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -159130.671875 Penalty: 728.912537
	Iteration 27Q: 3 clusters Score -159130.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -159141.218750 Penalty: 728.912537
	Iteration 28Q: 3 clusters Score -159141.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -159156.140625 Penalty: 728.912537
	Iteration 29Q: 3 clusters Score -159156.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -159170.171875 Penalty: 728.912537
	Iteration 30Q: 3 clusters Score -159170.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -159178.468750 Penalty: 728.912537
	Iteration 31Q: 3 clusters Score -159178.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -159185.406250 Penalty: 728.912537
	Iteration 32Q: 3 clusters Score -159185.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -159193.296875 Penalty: 728.912537
	Iteration 33Q: 3 clusters Score -159193.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -159205.437500 Penalty: 728.912537
	Iteration 34Q: 3 clusters Score -159205.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -159216.203125 Penalty: 728.912537
	Iteration 35Q: 3 clusters Score -159216.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -159228.187500 Penalty: 728.912537
	Iteration 36Q: 3 clusters Score -159228.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -159234.906250 Penalty: 728.912537
	Iteration 37Q: 3 clusters Score -159234.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -159241.203125 Penalty: 728.912537
	Iteration 38Q: 3 clusters Score -159241.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -159245.796875 Penalty: 728.912537
	Iteration 39Q: 3 clusters Score -159245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -159248.437500 Penalty: 728.912537
	Iteration 40F: 3 clusters Score -159248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -159250.078125 Penalty: 728.912537
	Iteration 41Q: 3 clusters Score -159250.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -159253.093750 Penalty: 728.912537
	Iteration 42Q: 3 clusters Score -159253.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -159258.296875 Penalty: 728.912537
	Iteration 43Q: 3 clusters Score -159258.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -159267.062500 Penalty: 728.912537
	Iteration 44Q: 3 clusters Score -159267.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -159279.015625 Penalty: 728.912537
	Iteration 45Q: 3 clusters Score -159279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -159289.062500 Penalty: 728.912537
	Iteration 46Q: 3 clusters Score -159289.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -159305.078125 Penalty: 728.912537
	Iteration 47Q: 3 clusters Score -159305.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -159321.812500 Penalty: 728.912537
	Iteration 48Q: 3 clusters Score -159321.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -159336.781250 Penalty: 728.912537
	Iteration 49Q: 3 clusters Score -159336.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -159352.656250 Penalty: 728.912537
	Iteration 50Q: 3 clusters Score -159352.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -159365.468750 Penalty: 728.912537
	Iteration 51Q: 3 clusters Score -159365.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -159370.640625 Penalty: 728.912537
	Iteration 52Q: 3 clusters Score -159370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -159372.906250 Penalty: 728.912537
	Iteration 53Q: 3 clusters Score -159372.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -159375.453125 Penalty: 728.912537
	Iteration 54Q: 3 clusters Score -159375.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -159378.687500 Penalty: 728.912537
	Iteration 55Q: 3 clusters Score -159378.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -159381.703125 Penalty: 728.912537
	Iteration 56Q: 3 clusters Score -159381.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -159384.531250 Penalty: 728.912537
	Iteration 57Q: 3 clusters Score -159384.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -159390.796875 Penalty: 728.912537
	Iteration 58Q: 3 clusters Score -159390.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -159398.484375 Penalty: 728.912537
	Iteration 59Q: 3 clusters Score -159398.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -159405.875000 Penalty: 728.912537
	Iteration 60F: 3 clusters Score -159405.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -159411.750000 Penalty: 728.912537
	Iteration 61Q: 3 clusters Score -159411.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -159415.781250 Penalty: 728.912537
	Iteration 62Q: 3 clusters Score -159415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -159417.156250 Penalty: 728.912537
	Iteration 63Q: 3 clusters Score -159417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -159418.718750 Penalty: 728.912537
	Iteration 64Q: 3 clusters Score -159418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -159419.843750 Penalty: 728.912537
	Iteration 65Q: 3 clusters Score -159419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -159420.562500 Penalty: 728.912537
	Iteration 66Q: 3 clusters Score -159420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -159421.546875 Penalty: 728.912537
	Iteration 67Q: 3 clusters Score -159421.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -159422.093750 Penalty: 728.912537
	Iteration 68Q: 3 clusters Score -159422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -159422.171875 Penalty: 728.912537
	Iteration 69Q: 3 clusters Score -159422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -159422.171875 Penalty: 728.912537
	Iteration 70F: 3 clusters Score -159422.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -5976.468262 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -5976.468 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 82 members 
Entering Unmasked Estep 
Score: -5712.229980 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -5712.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5770.457031 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -5770.457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5778.369141 Penalty: 459.536926
	Iteration 2Q: 3 clusters Score -5778.369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5780.625977 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -5780.626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5781.469238 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -5781.469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5782.697266 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -5782.697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5785.021484 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -5785.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5787.751953 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -5787.752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5796.331543 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -5796.332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5797.057617 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -5797.058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5797.057617 Penalty: 459.536926
	Iteration 10F: 3 clusters Score -5797.058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -7567.464355 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -7567.464 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 69 members 
Entering Unmasked Estep 
Score: -7354.740723 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -7354.741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7453.720215 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -7453.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7479.730957 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -7479.731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -7494.238770 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -7494.239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -7511.100586 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -7511.101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -7511.100586 Penalty: 451.618896
	Iteration 5F: 3 clusters Score -7511.101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6424.112793 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6424.113 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 67 members 
Entering Unmasked Estep 
Score: -6195.767090 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6195.767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6240.376953 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6240.377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6249.900391 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -6249.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6270.145996 Penalty: 442.945648
	Iteration 3F: 3 clusters Score -6270.146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6288.224121 Penalty: 442.945648
	Iteration 4F: 3 clusters Score -6288.224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6289.352051 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6289.352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6289.352051 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -6289.352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -8193.774414 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -8193.774 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 150 members 
Entering Unmasked Estep 
Score: -7888.378418 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -7888.378 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8075.559570 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -8075.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8148.595703 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -8148.596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8176.674316 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -8176.674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8189.546387 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -8189.546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8195.591797 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -8195.592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8195.591797 Penalty: 510.127991
	Iteration 6F: 3 clusters Score -8195.592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97406 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 42780 members 
Mstep: Class 9 contains 62217 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 88764 members 
Mstep: Class 14 contains 217494 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 79573 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182041 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 43781 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 132979 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 941 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 21294 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37491 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 174171 members 
Mstep: Class 43 contains 10595 members 
Mstep: Class 44 contains 28523 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7510 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41823 members 
Mstep: Class 52 contains 48 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 68 members 
Mstep: Class 60 contains 645 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 203839 members 
Mstep: Class 65 contains 14342 members 
Mstep: Class 66 contains 68348 members 
Mstep: Class 67 contains 1677 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 96413 members 
Mstep: Class 72 contains 36641 members 
Mstep: Class 73 contains 182 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 168449 members 
Mstep: Class 77 contains 18 members 
Mstep: Class 78 contains 204 members 
Entering Unmasked Estep 
Score: -90743784.000000 Penalty: 51429.734375
Splitting cluster 59 changes total score from -90742792.000000 to -90743784.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 60 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -32290.882812 Penalty: 294.350891
	Iteration 0F: 2 clusters Score -32290.88 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 338 members 
Entering Unmasked Estep 
Score: -31707.058594 Penalty: 588.701782
	Iteration 0F: 3 clusters Score -31707.06 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -31905.398438 Penalty: 588.701782
	Iteration 1F: 3 clusters Score -31905.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -31988.330078 Penalty: 588.701782
	Iteration 2F: 3 clusters Score -31988.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -32035.892578 Penalty: 588.701782
	Iteration 3F: 3 clusters Score -32035.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -32054.949219 Penalty: 588.701782
	Iteration 4Q: 3 clusters Score -32054.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -32075.060547 Penalty: 588.701782
	Iteration 5Q: 3 clusters Score -32075.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -32092.355469 Penalty: 588.701782
	Iteration 6Q: 3 clusters Score -32092.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -32105.421875 Penalty: 588.701782
	Iteration 7Q: 3 clusters Score -32105.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -32132.871094 Penalty: 588.701782
	Iteration 8Q: 3 clusters Score -32132.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -32190.433594 Penalty: 588.701782
	Iteration 9Q: 3 clusters Score -32190.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -32254.355469 Penalty: 588.701782
	Iteration 10F: 3 clusters Score -32254.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -32294.507812 Penalty: 588.701782
	Iteration 11Q: 3 clusters Score -32294.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32316.027344 Penalty: 588.701782
	Iteration 12Q: 3 clusters Score -32316.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32329.330078 Penalty: 588.701782
	Iteration 13Q: 3 clusters Score -32329.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32346.251953 Penalty: 588.701782
	Iteration 14Q: 3 clusters Score -32346.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32353.427734 Penalty: 588.701782
	Iteration 15Q: 3 clusters Score -32353.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -32361.152344 Penalty: 588.701782
	Iteration 16Q: 3 clusters Score -32361.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -32362.500000 Penalty: 588.701782
	Iteration 17Q: 3 clusters Score -32362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -32362.500000 Penalty: 588.701782
	Iteration 18F: 3 clusters Score -32362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97406 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 42780 members 
Mstep: Class 9 contains 62217 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 88764 members 
Mstep: Class 14 contains 217494 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 79573 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182041 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 43781 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 132979 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 941 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 21294 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37491 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 174171 members 
Mstep: Class 43 contains 10595 members 
Mstep: Class 44 contains 28523 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7510 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41823 members 
Mstep: Class 52 contains 48 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 68 members 
Mstep: Class 60 contains 282 members 
Mstep: Class 61 contains 553 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 203839 members 
Mstep: Class 65 contains 14342 members 
Mstep: Class 66 contains 68348 members 
Mstep: Class 67 contains 1677 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 96413 members 
Mstep: Class 72 contains 36641 members 
Mstep: Class 73 contains 182 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 168449 members 
Mstep: Class 77 contains 18 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 363 members 
Entering Unmasked Estep 
Score: -90743672.000000 Penalty: 52089.089844
Splitting cluster 60 changes total score from -90742792.000000 to -90743672.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 61 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -25229.013672 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -25229.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24749.818359 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -24749.82 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25045.886719 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -25045.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25108.826172 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -25108.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25146.423828 Penalty: 574.697571
	Iteration 3Q: 3 clusters Score -25146.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25177.757812 Penalty: 574.697571
	Iteration 4Q: 3 clusters Score -25177.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25205.531250 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -25205.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25220.437500 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -25220.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25229.476562 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -25229.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25237.833984 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -25237.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -25239.994141 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -25239.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25240.478516 Penalty: 574.697571
	Iteration 10Q: 3 clusters Score -25240.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -25240.673828 Penalty: 574.697571
	Iteration 11Q: 3 clusters Score -25240.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -25240.673828 Penalty: 574.697571
	Iteration 12F: 3 clusters Score -25240.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97406 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 42780 members 
Mstep: Class 9 contains 62217 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 88764 members 
Mstep: Class 14 contains 217494 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 79573 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182041 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 43781 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 132979 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 941 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 21294 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37491 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 174171 members 
Mstep: Class 43 contains 10595 members 
Mstep: Class 44 contains 28523 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7510 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41823 members 
Mstep: Class 52 contains 48 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 68 members 
Mstep: Class 60 contains 282 members 
Mstep: Class 61 contains 238 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 203839 members 
Mstep: Class 65 contains 14342 members 
Mstep: Class 66 contains 68348 members 
Mstep: Class 67 contains 1677 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 96413 members 
Mstep: Class 72 contains 36641 members 
Mstep: Class 73 contains 182 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 168449 members 
Mstep: Class 77 contains 18 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 315 members 
Entering Unmasked Estep 
Score: -90743192.000000 Penalty: 52748.445312
Splitting cluster 61 changes total score from -90742792.000000 to -90743192.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 62 (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: -13461.772461 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -13461.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13137.663086 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -13137.66 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13213.937500 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -13213.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13246.929688 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -13246.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13261.275391 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -13261.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13271.520508 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -13271.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13277.501953 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -13277.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13285.907227 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -13285.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13291.296875 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -13291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13294.212891 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -13294.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13294.212891 Penalty: 507.411377
	Iteration 9F: 3 clusters Score -13294.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -32672.060547 Penalty: 297.088562
	Iteration 0F: 2 clusters Score -32672.06 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 377 members 
Entering Unmasked Estep 
Score: -32071.468750 Penalty: 594.177124
	Iteration 0F: 3 clusters Score -32071.47 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -32259.455078 Penalty: 594.177124
	Iteration 1F: 3 clusters Score -32259.46 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -32341.560547 Penalty: 594.177124
	Iteration 2F: 3 clusters Score -32341.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -32383.644531 Penalty: 594.177124
	Iteration 3F: 3 clusters Score -32383.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -32411.228516 Penalty: 594.177124
	Iteration 4Q: 3 clusters Score -32411.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -32434.929688 Penalty: 594.177124
	Iteration 5Q: 3 clusters Score -32434.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32445.328125 Penalty: 594.177124
	Iteration 6Q: 3 clusters Score -32445.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -32449.369141 Penalty: 594.177124
	Iteration 7Q: 3 clusters Score -32449.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32464.816406 Penalty: 594.177124
	Iteration 8Q: 3 clusters Score -32464.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -32476.654297 Penalty: 594.177124
	Iteration 9Q: 3 clusters Score -32476.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -32486.710938 Penalty: 594.177124
	Iteration 10Q: 3 clusters Score -32486.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -32501.039062 Penalty: 594.177124
	Iteration 11Q: 3 clusters Score -32501.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32515.246094 Penalty: 594.177124
	Iteration 12Q: 3 clusters Score -32515.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -32523.232422 Penalty: 594.177124
	Iteration 13Q: 3 clusters Score -32523.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -32525.523438 Penalty: 594.177124
	Iteration 14Q: 3 clusters Score -32525.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -32526.863281 Penalty: 594.177124
	Iteration 15Q: 3 clusters Score -32526.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -32527.492188 Penalty: 594.177124
	Iteration 16Q: 3 clusters Score -32527.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -32530.082031 Penalty: 594.177124
	Iteration 17Q: 3 clusters Score -32530.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -32531.529297 Penalty: 594.177124
	Iteration 18Q: 3 clusters Score -32531.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32533.183594 Penalty: 594.177124
	Iteration 19Q: 3 clusters Score -32533.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -32533.867188 Penalty: 594.177124
	Iteration 20F: 3 clusters Score -32533.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -32534.876953 Penalty: 594.177124
	Iteration 21Q: 3 clusters Score -32534.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32536.439453 Penalty: 594.177124
	Iteration 22Q: 3 clusters Score -32536.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -32538.839844 Penalty: 594.177124
	Iteration 23Q: 3 clusters Score -32538.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -32540.671875 Penalty: 594.177124
	Iteration 24Q: 3 clusters Score -32540.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32543.173828 Penalty: 594.177124
	Iteration 25Q: 3 clusters Score -32543.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32544.164062 Penalty: 594.177124
	Iteration 26Q: 3 clusters Score -32544.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32544.330078 Penalty: 594.177124
	Iteration 27Q: 3 clusters Score -32544.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32544.330078 Penalty: 594.177124
	Iteration 28F: 3 clusters Score -32544.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (203839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203839 members 
Entering Unmasked Estep 
Score: -9917424.000000 Penalty: 556.241394
	Iteration 0F: 2 clusters Score -9917424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102358 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -9779670.000000 Penalty: 1112.482788
	Iteration 0F: 3 clusters Score -9779670 nChanged 100442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -9844343.000000 Penalty: 1112.482788
	Iteration 1F: 3 clusters Score -9844343 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132497 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -9852127.000000 Penalty: 1112.482788
	Iteration 2F: 3 clusters Score -9852127 nChanged 15588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146951 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -9863937.000000 Penalty: 1112.482788
	Iteration 3F: 3 clusters Score -9863937 nChanged 15971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161954 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -9878639.000000 Penalty: 1112.482788
	Iteration 4F: 3 clusters Score -9878639 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174371 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -9891828.000000 Penalty: 1112.482788
	Iteration 5F: 3 clusters Score -9891828 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182953 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -9900617.000000 Penalty: 1112.482788
	Iteration 6Q: 3 clusters Score -9900617 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188547 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -9905906.000000 Penalty: 1112.482788
	Iteration 7Q: 3 clusters Score -9905906 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192474 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -9909458.000000 Penalty: 1112.482788
	Iteration 8Q: 3 clusters Score -9909458 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195356 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -9911791.000000 Penalty: 1112.482788
	Iteration 9Q: 3 clusters Score -9911791 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197516 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -9913372.000000 Penalty: 1112.482788
	Iteration 10Q: 3 clusters Score -9913372 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199188 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -9914497.000000 Penalty: 1112.482788
	Iteration 11Q: 3 clusters Score -9914497 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200462 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9915332.000000 Penalty: 1112.482788
	Iteration 12Q: 3 clusters Score -9915332 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201405 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9915837.000000 Penalty: 1112.482788
	Iteration 13Q: 3 clusters Score -9915837 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202142 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9916279.000000 Penalty: 1112.482788
	Iteration 14Q: 3 clusters Score -9916279 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202646 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9916608.000000 Penalty: 1112.482788
	Iteration 15Q: 3 clusters Score -9916608 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202990 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9916746.000000 Penalty: 1112.482788
	Iteration 16Q: 3 clusters Score -9916746 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203226 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9916809.000000 Penalty: 1112.482788
	Iteration 17Q: 3 clusters Score -9916809 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203385 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9916882.000000 Penalty: 1112.482788
	Iteration 18Q: 3 clusters Score -9916882 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203485 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9916925.000000 Penalty: 1112.482788
	Iteration 19Q: 3 clusters Score -9916925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203551 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9916948.000000 Penalty: 1112.482788
	Iteration 20F: 3 clusters Score -9916948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203587 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9916969.000000 Penalty: 1112.482788
	Iteration 21Q: 3 clusters Score -9916969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203607 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9916978.000000 Penalty: 1112.482788
	Iteration 22Q: 3 clusters Score -9916978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203620 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9916977.000000 Penalty: 1112.482788
	Iteration 23Q: 3 clusters Score -9916977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203633 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9916972.000000 Penalty: 1112.482788
	Iteration 24Q: 3 clusters Score -9916972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203647 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9916978.000000 Penalty: 1112.482788
	Iteration 25Q: 3 clusters Score -9916978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203655 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9916978.000000 Penalty: 1112.482788
	Iteration 26Q: 3 clusters Score -9916978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203663 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9916972.000000 Penalty: 1112.482788
	Iteration 27Q: 3 clusters Score -9916972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203669 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9916978.000000 Penalty: 1112.482788
	Iteration 28Q: 3 clusters Score -9916978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203674 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9916978.000000 Penalty: 1112.482788
	Iteration 29Q: 3 clusters Score -9916978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203675 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9916974.000000 Penalty: 1112.482788
	Iteration 30Q: 3 clusters Score -9916974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203675 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9916974.000000 Penalty: 1112.482788
	Iteration 31F: 3 clusters Score -9916974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (14342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Entering Unmasked Estep 
Score: -723922.875000 Penalty: 435.478119
	Iteration 0F: 2 clusters Score -723922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -714413.937500 Penalty: 870.956238
	Iteration 0F: 3 clusters Score -714413.9 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -718235.312500 Penalty: 870.956238
	Iteration 1F: 3 clusters Score -718235.3 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -718550.812500 Penalty: 870.956238
	Iteration 2F: 3 clusters Score -718550.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -718939.437500 Penalty: 870.956238
	Iteration 3F: 3 clusters Score -718939.4 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -719467.125000 Penalty: 870.956238
	Iteration 4F: 3 clusters Score -719467.1 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -720239.062500 Penalty: 870.956238
	Iteration 5F: 3 clusters Score -720239.1 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -721211.812500 Penalty: 870.956238
	Iteration 6F: 3 clusters Score -721211.8 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -722216.250000 Penalty: 870.956238
	Iteration 7F: 3 clusters Score -722216.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -722930.875000 Penalty: 870.956238
	Iteration 8F: 3 clusters Score -722930.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -723290.250000 Penalty: 870.956238
	Iteration 9Q: 3 clusters Score -723290.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -723430.562500 Penalty: 870.956238
	Iteration 10Q: 3 clusters Score -723430.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -723493.562500 Penalty: 870.956238
	Iteration 11Q: 3 clusters Score -723493.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -723521.437500 Penalty: 870.956238
	Iteration 12Q: 3 clusters Score -723521.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -723541.187500 Penalty: 870.956238
	Iteration 13Q: 3 clusters Score -723541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -723551.750000 Penalty: 870.956238
	Iteration 14Q: 3 clusters Score -723551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -723555.062500 Penalty: 870.956238
	Iteration 15Q: 3 clusters Score -723555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -723558.500000 Penalty: 870.956238
	Iteration 16Q: 3 clusters Score -723558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -723562.125000 Penalty: 870.956238
	Iteration 17Q: 3 clusters Score -723562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -723562.437500 Penalty: 870.956238
	Iteration 18Q: 3 clusters Score -723562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -723562.437500 Penalty: 870.956238
	Iteration 19F: 3 clusters Score -723562.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (68348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Entering Unmasked Estep 
Score: -3483382.000000 Penalty: 506.522705
	Iteration 0F: 2 clusters Score -3483382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -3437216.750000 Penalty: 1013.045410
	Iteration 0F: 3 clusters Score -3437217 nChanged 33106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -3457450.000000 Penalty: 1013.045410
	Iteration 1F: 3 clusters Score -3457450 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -3458271.000000 Penalty: 1013.045410
	Iteration 2Q: 3 clusters Score -3458271 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3459581.750000 Penalty: 1013.045410
	Iteration 3Q: 3 clusters Score -3459582 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3461745.250000 Penalty: 1013.045410
	Iteration 4F: 3 clusters Score -3461745 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3465073.750000 Penalty: 1013.045410
	Iteration 5F: 3 clusters Score -3465074 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3469111.750000 Penalty: 1013.045410
	Iteration 6F: 3 clusters Score -3469112 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3472768.750000 Penalty: 1013.045410
	Iteration 7F: 3 clusters Score -3472769 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3474963.000000 Penalty: 1013.045410
	Iteration 8Q: 3 clusters Score -3474963 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -3476291.500000 Penalty: 1013.045410
	Iteration 9Q: 3 clusters Score -3476292 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3477357.250000 Penalty: 1013.045410
	Iteration 10Q: 3 clusters Score -3477357 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3478328.750000 Penalty: 1013.045410
	Iteration 11Q: 3 clusters Score -3478329 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3479289.000000 Penalty: 1013.045410
	Iteration 12Q: 3 clusters Score -3479289 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3480174.250000 Penalty: 1013.045410
	Iteration 13Q: 3 clusters Score -3480174 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3480951.250000 Penalty: 1013.045410
	Iteration 14Q: 3 clusters Score -3480951 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3481537.000000 Penalty: 1013.045410
	Iteration 15Q: 3 clusters Score -3481537 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3481990.000000 Penalty: 1013.045410
	Iteration 16Q: 3 clusters Score -3481990 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3482350.500000 Penalty: 1013.045410
	Iteration 17Q: 3 clusters Score -3482350 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3482626.000000 Penalty: 1013.045410
	Iteration 18Q: 3 clusters Score -3482626 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3482752.250000 Penalty: 1013.045410
	Iteration 19Q: 3 clusters Score -3482752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3482822.500000 Penalty: 1013.045410
	Iteration 20F: 3 clusters Score -3482822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3482868.500000 Penalty: 1013.045410
	Iteration 21Q: 3 clusters Score -3482868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3482893.750000 Penalty: 1013.045410
	Iteration 22Q: 3 clusters Score -3482894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3482900.500000 Penalty: 1013.045410
	Iteration 23Q: 3 clusters Score -3482900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -3482909.000000 Penalty: 1013.045410
	Iteration 24Q: 3 clusters Score -3482909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3482905.500000 Penalty: 1013.045410
	Iteration 25Q: 3 clusters Score -3482906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3482911.500000 Penalty: 1013.045410
	Iteration 26Q: 3 clusters Score -3482912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3482907.500000 Penalty: 1013.045410
	Iteration 27Q: 3 clusters Score -3482908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3482913.250000 Penalty: 1013.045410
	Iteration 28Q: 3 clusters Score -3482913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3482913.250000 Penalty: 1013.045410
	Iteration 29F: 3 clusters Score -3482913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -76538.460938 Penalty: 337.826660
	Iteration 0F: 2 clusters Score -76538.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -75316.687500 Penalty: 675.653320
	Iteration 0F: 3 clusters Score -75316.69 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -75894.328125 Penalty: 675.653320
	Iteration 1F: 3 clusters Score -75894.33 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -76092.687500 Penalty: 675.653320
	Iteration 2F: 3 clusters Score -76092.69 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76242.671875 Penalty: 675.653320
	Iteration 3F: 3 clusters Score -76242.67 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76335.671875 Penalty: 675.653320
	Iteration 4F: 3 clusters Score -76335.67 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76392.968750 Penalty: 675.653320
	Iteration 5Q: 3 clusters Score -76392.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76410.250000 Penalty: 675.653320
	Iteration 6Q: 3 clusters Score -76410.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76415.960938 Penalty: 675.653320
	Iteration 7Q: 3 clusters Score -76415.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76417.343750 Penalty: 675.653320
	Iteration 8Q: 3 clusters Score -76417.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76417.921875 Penalty: 675.653320
	Iteration 9Q: 3 clusters Score -76417.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76418.062500 Penalty: 675.653320
	Iteration 10Q: 3 clusters Score -76418.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76418.062500 Penalty: 675.653320
	Iteration 11F: 3 clusters Score -76418.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -2262.108887 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -2262.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2073.234131 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -2073.234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2138.655029 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -2138.655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2146.965332 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -2146.965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2151.281982 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -2151.282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2151.281982 Penalty: 444.334991
	Iteration 4F: 3 clusters Score -2151.282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -7687.983398 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -7687.983 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 76 members 
Entering Unmasked Estep 
Score: -7459.784180 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -7459.784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7545.252441 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -7545.252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7590.115723 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -7590.116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7595.988281 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -7595.988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7598.292969 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -7598.293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7604.738770 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -7604.739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7604.738770 Penalty: 461.270294
	Iteration 6F: 3 clusters Score -7604.739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7751.866211 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -7751.866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7473.660156 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -7473.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7564.190430 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -7564.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7585.969238 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -7585.969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7594.214844 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -7594.215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7600.007812 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -7600.008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7608.462402 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -7608.462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7618.402832 Penalty: 464.087830
	Iteration 6Q: 3 clusters Score -7618.403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7622.583984 Penalty: 464.087830
	Iteration 7Q: 3 clusters Score -7622.584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7623.990234 Penalty: 464.087830
	Iteration 8Q: 3 clusters Score -7623.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7623.990234 Penalty: 464.087830
	Iteration 9F: 3 clusters Score -7623.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (96413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Entering Unmasked Estep 
Score: -4854201.000000 Penalty: 522.176025
	Iteration 0F: 2 clusters Score -4854201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -4789088.000000 Penalty: 1044.352051
	Iteration 0F: 3 clusters Score -4789088 nChanged 47315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -4817388.500000 Penalty: 1044.352051
	Iteration 1F: 3 clusters Score -4817388 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -4818502.000000 Penalty: 1044.352051
	Iteration 2Q: 3 clusters Score -4818502 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -4820446.500000 Penalty: 1044.352051
	Iteration 3Q: 3 clusters Score -4820446 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -4823978.500000 Penalty: 1044.352051
	Iteration 4F: 3 clusters Score -4823978 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -4829618.500000 Penalty: 1044.352051
	Iteration 5F: 3 clusters Score -4829618 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -4836800.000000 Penalty: 1044.352051
	Iteration 6F: 3 clusters Score -4836800 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -4843180.000000 Penalty: 1044.352051
	Iteration 7F: 3 clusters Score -4843180 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -4847671.500000 Penalty: 1044.352051
	Iteration 8F: 3 clusters Score -4847672 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -4850541.000000 Penalty: 1044.352051
	Iteration 9Q: 3 clusters Score -4850541 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 94532 members 
Entering Unmasked Estep 
Score: -4852223.500000 Penalty: 1044.352051
	Iteration 10Q: 3 clusters Score -4852224 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -4853084.000000 Penalty: 1044.352051
	Iteration 11Q: 3 clusters Score -4853084 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 96039 members 
Entering Unmasked Estep 
Score: -4853435.500000 Penalty: 1044.352051
	Iteration 12Q: 3 clusters Score -4853436 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -4853592.000000 Penalty: 1044.352051
	Iteration 13Q: 3 clusters Score -4853592 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -4853682.500000 Penalty: 1044.352051
	Iteration 14Q: 3 clusters Score -4853682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -4853729.500000 Penalty: 1044.352051
	Iteration 15Q: 3 clusters Score -4853730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -4853741.000000 Penalty: 1044.352051
	Iteration 16Q: 3 clusters Score -4853741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -4853756.000000 Penalty: 1044.352051
	Iteration 17Q: 3 clusters Score -4853756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 96332 members 
Entering Unmasked Estep 
Score: -4853760.000000 Penalty: 1044.352051
	Iteration 18Q: 3 clusters Score -4853760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -4853767.500000 Penalty: 1044.352051
	Iteration 19Q: 3 clusters Score -4853768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -4853773.500000 Penalty: 1044.352051
	Iteration 20F: 3 clusters Score -4853774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -4853773.500000 Penalty: 1044.352051
	Iteration 21Q: 3 clusters Score -4853774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -4853772.500000 Penalty: 1044.352051
	Iteration 22Q: 3 clusters Score -4853772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -4853772.500000 Penalty: 1044.352051
	Iteration 23F: 3 clusters Score -4853772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15036.054688 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15036.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14686.777344 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -14686.78 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14856.554688 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -14856.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14947.792969 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -14947.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14988.817383 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -14988.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14995.910156 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -14995.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15001.205078 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15001.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15004.890625 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15004.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15004.890625 Penalty: 533.590454
	Iteration 7F: 3 clusters Score -15004.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -88722.820312 Penalty: 340.359497
	Iteration 0F: 2 clusters Score -88722.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -87431.757812 Penalty: 680.718994
	Iteration 0F: 3 clusters Score -87431.76 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -87869.156250 Penalty: 680.718994
	Iteration 1F: 3 clusters Score -87869.16 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87951.921875 Penalty: 680.718994
	Iteration 2F: 3 clusters Score -87951.92 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -88023.414062 Penalty: 680.718994
	Iteration 3F: 3 clusters Score -88023.41 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -88094.687500 Penalty: 680.718994
	Iteration 4F: 3 clusters Score -88094.69 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -88182.726562 Penalty: 680.718994
	Iteration 5F: 3 clusters Score -88182.73 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -88250.539062 Penalty: 680.718994
	Iteration 6F: 3 clusters Score -88250.54 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -88289.742188 Penalty: 680.718994
	Iteration 7Q: 3 clusters Score -88289.74 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -88321.554688 Penalty: 680.718994
	Iteration 8Q: 3 clusters Score -88321.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -88347.531250 Penalty: 680.718994
	Iteration 9Q: 3 clusters Score -88347.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -88371.398438 Penalty: 680.718994
	Iteration 10Q: 3 clusters Score -88371.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88401.976562 Penalty: 680.718994
	Iteration 11Q: 3 clusters Score -88401.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88423.468750 Penalty: 680.718994
	Iteration 12Q: 3 clusters Score -88423.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88434.125000 Penalty: 680.718994
	Iteration 13Q: 3 clusters Score -88434.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88438.015625 Penalty: 680.718994
	Iteration 14Q: 3 clusters Score -88438.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88440.898438 Penalty: 680.718994
	Iteration 15Q: 3 clusters Score -88440.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88442.734375 Penalty: 680.718994
	Iteration 16Q: 3 clusters Score -88442.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88445.664062 Penalty: 680.718994
	Iteration 17Q: 3 clusters Score -88445.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88450.796875 Penalty: 680.718994
	Iteration 18Q: 3 clusters Score -88450.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88456.656250 Penalty: 680.718994
	Iteration 19Q: 3 clusters Score -88456.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88461.304688 Penalty: 680.718994
	Iteration 20F: 3 clusters Score -88461.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88466.718750 Penalty: 680.718994
	Iteration 21Q: 3 clusters Score -88466.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88470.343750 Penalty: 680.718994
	Iteration 22Q: 3 clusters Score -88470.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88475.382812 Penalty: 680.718994
	Iteration 23Q: 3 clusters Score -88475.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88483.234375 Penalty: 680.718994
	Iteration 24Q: 3 clusters Score -88483.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88496.882812 Penalty: 680.718994
	Iteration 25Q: 3 clusters Score -88496.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88502.585938 Penalty: 680.718994
	Iteration 26Q: 3 clusters Score -88502.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88508.656250 Penalty: 680.718994
	Iteration 27Q: 3 clusters Score -88508.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88511.835938 Penalty: 680.718994
	Iteration 28Q: 3 clusters Score -88511.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88520.578125 Penalty: 680.718994
	Iteration 29Q: 3 clusters Score -88520.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88524.804688 Penalty: 680.718994
	Iteration 30Q: 3 clusters Score -88524.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88529.625000 Penalty: 680.718994
	Iteration 31Q: 3 clusters Score -88529.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88532.835938 Penalty: 680.718994
	Iteration 32Q: 3 clusters Score -88532.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88533.851562 Penalty: 680.718994
	Iteration 33Q: 3 clusters Score -88533.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88534.343750 Penalty: 680.718994
	Iteration 34Q: 3 clusters Score -88534.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88534.343750 Penalty: 680.718994
	Iteration 35F: 3 clusters Score -88534.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 97406 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 42780 members 
Mstep: Class 9 contains 62217 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 88764 members 
Mstep: Class 14 contains 217494 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 79573 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 2026 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 4326 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182041 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 2685 members 
Mstep: Class 28 contains 43781 members 
Mstep: Class 29 contains 3375 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 132979 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 941 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 21294 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37491 members 
Mstep: Class 40 contains 391 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 174171 members 
Mstep: Class 43 contains 10595 members 
Mstep: Class 44 contains 28523 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 688 members 
Mstep: Class 47 contains 7510 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41823 members 
Mstep: Class 52 contains 48 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 3011 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 68 members 
Mstep: Class 60 contains 282 members 
Mstep: Class 61 contains 238 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 203839 members 
Mstep: Class 65 contains 14342 members 
Mstep: Class 66 contains 68348 members 
Mstep: Class 67 contains 1677 members 
Mstep: Class 68 contains 132 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 96413 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 77. Lose 139.858643 but Gain 659.355469
Score: -90747208.000000 Penalty: 52089.089844
Iteration 279Q: 80 clusters Score -9.074721e+07 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 99125 members 
Mstep: Class 3 contains 1446 members 
Mstep: Class 4 contains 6801 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20918 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 42852 members 
Mstep: Class 9 contains 61580 members 
Mstep: Class 10 contains 7138 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 2175 members 
Mstep: Class 13 contains 89283 members 
Mstep: Class 14 contains 217385 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 79618 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 4308 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 181612 members 
Mstep: Class 26 contains 4989 members 
Mstep: Class 27 contains 2694 members 
Mstep: Class 28 contains 43802 members 
Mstep: Class 29 contains 3373 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 133471 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 957 members 
Mstep: Class 34 contains 969 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 21610 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37480 members 
Mstep: Class 40 contains 394 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 173950 members 
Mstep: Class 43 contains 10591 members 
Mstep: Class 44 contains 28292 members 
Mstep: Class 45 contains 146 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 7504 members 
Mstep: Class 48 contains 461 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42743 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1062 members 
Mstep: Class 55 contains 2869 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 130 members 
Mstep: Class 59 contains 67 members 
Mstep: Class 60 contains 281 members 
Mstep: Class 61 contains 243 members 
Mstep: Class 62 contains 264 members 
Mstep: Class 63 contains 685 members 
Mstep: Class 64 contains 204167 members 
Mstep: Class 65 contains 14320 members 
Mstep: Class 66 contains 69400 members 
Mstep: Class 67 contains 1707 members 
Mstep: Class 68 contains 134 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 165 members 
Mstep: Class 71 contains 95553 members 
Mstep: Class 72 contains 36524 members 
Mstep: Class 73 contains 178 members 
Mstep: Class 74 contains 351 members 
Mstep: Class 75 contains 1775 members 
Mstep: Class 76 contains 165726 members 
Mstep: Class 78 contains 202 members 
Mstep: Class 79 contains 349 members 
Mstep: Class 80 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 59. Lose 561.656860 but Gain 659.355469
Score: -90749176.000000 Penalty: 51429.734375
Iteration 280F: 79 clusters Score -9.074918e+07 nChanged 15011
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 100234 members 
Mstep: Class 3 contains 1446 members 
Mstep: Class 4 contains 6832 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20925 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 41968 members 
Mstep: Class 9 contains 60647 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 1726 members 
Mstep: Class 12 contains 2175 members 
Mstep: Class 13 contains 89544 members 
Mstep: Class 14 contains 217134 members 
Mstep: Class 15 contains 9442 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 79346 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 2482 members 
Mstep: Class 23 contains 4291 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 181598 members 
Mstep: Class 26 contains 5010 members 
Mstep: Class 27 contains 2698 members 
Mstep: Class 28 contains 43728 members 
Mstep: Class 29 contains 3376 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 134013 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 967 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 1046 members 
Mstep: Class 36 contains 5794 members 
Mstep: Class 37 contains 21918 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37459 members 
Mstep: Class 40 contains 390 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 171770 members 
Mstep: Class 43 contains 10555 members 
Mstep: Class 44 contains 28061 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 7473 members 
Mstep: Class 48 contains 468 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42745 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1068 members 
Mstep: Class 55 contains 2882 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 131 members 
Mstep: Class 60 contains 283 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 260 members 
Mstep: Class 63 contains 684 members 
Mstep: Class 64 contains 204096 members 
Mstep: Class 65 contains 14321 members 
Mstep: Class 66 contains 70127 members 
Mstep: Class 67 contains 1704 members 
Mstep: Class 68 contains 151 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 94554 members 
Mstep: Class 72 contains 37443 members 
Mstep: Class 73 contains 185 members 
Mstep: Class 74 contains 358 members 
Mstep: Class 75 contains 1768 members 
Mstep: Class 76 contains 167885 members 
Mstep: Class 78 contains 238 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90750176.000000 Penalty: 51429.734375
Iteration 281Q: 79 clusters Score -9.075018e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 100879 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 6867 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20931 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 41078 members 
Mstep: Class 9 contains 59867 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1717 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 13 contains 89755 members 
Mstep: Class 14 contains 217058 members 
Mstep: Class 15 contains 9388 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 78687 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 4275 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182000 members 
Mstep: Class 26 contains 5021 members 
Mstep: Class 27 contains 2697 members 
Mstep: Class 28 contains 43702 members 
Mstep: Class 29 contains 3372 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 134624 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 970 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1045 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 22157 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37455 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 170337 members 
Mstep: Class 43 contains 10530 members 
Mstep: Class 44 contains 27880 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 7415 members 
Mstep: Class 48 contains 463 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42781 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1076 members 
Mstep: Class 55 contains 2846 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 131 members 
Mstep: Class 60 contains 284 members 
Mstep: Class 61 contains 237 members 
Mstep: Class 62 contains 259 members 
Mstep: Class 63 contains 679 members 
Mstep: Class 64 contains 203921 members 
Mstep: Class 65 contains 14421 members 
Mstep: Class 66 contains 70869 members 
Mstep: Class 67 contains 1704 members 
Mstep: Class 68 contains 154 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 93631 members 
Mstep: Class 72 contains 37909 members 
Mstep: Class 73 contains 189 members 
Mstep: Class 74 contains 358 members 
Mstep: Class 75 contains 1766 members 
Mstep: Class 76 contains 169736 members 
Mstep: Class 78 contains 249 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751112.000000 Penalty: 51429.734375
Iteration 282Q: 79 clusters Score -9.075111e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 101245 members 
Mstep: Class 3 contains 1450 members 
Mstep: Class 4 contains 6928 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20936 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 40175 members 
Mstep: Class 9 contains 59132 members 
Mstep: Class 10 contains 7134 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 2178 members 
Mstep: Class 13 contains 89948 members 
Mstep: Class 14 contains 217039 members 
Mstep: Class 15 contains 9316 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 77749 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 2469 members 
Mstep: Class 23 contains 4258 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182426 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 2694 members 
Mstep: Class 28 contains 43676 members 
Mstep: Class 29 contains 3363 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 135134 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 975 members 
Mstep: Class 34 contains 969 members 
Mstep: Class 35 contains 1045 members 
Mstep: Class 36 contains 5791 members 
Mstep: Class 37 contains 22353 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37453 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 169447 members 
Mstep: Class 43 contains 10520 members 
Mstep: Class 44 contains 27707 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 7366 members 
Mstep: Class 48 contains 461 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42826 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1083 members 
Mstep: Class 55 contains 2819 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 133 members 
Mstep: Class 60 contains 287 members 
Mstep: Class 61 contains 236 members 
Mstep: Class 62 contains 258 members 
Mstep: Class 63 contains 676 members 
Mstep: Class 64 contains 203713 members 
Mstep: Class 65 contains 14579 members 
Mstep: Class 66 contains 71622 members 
Mstep: Class 67 contains 1703 members 
Mstep: Class 68 contains 154 members 
Mstep: Class 69 contains 157 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 92757 members 
Mstep: Class 72 contains 38477 members 
Mstep: Class 73 contains 189 members 
Mstep: Class 74 contains 356 members 
Mstep: Class 75 contains 1768 members 
Mstep: Class 76 contains 171393 members 
Mstep: Class 78 contains 254 members 
Mstep: Class 79 contains 355 members 
Mstep: Class 80 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751504.000000 Penalty: 51429.734375
Iteration 283Q: 79 clusters Score -9.07515e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 101475 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 6986 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20935 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 39263 members 
Mstep: Class 9 contains 58431 members 
Mstep: Class 10 contains 7133 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 2179 members 
Mstep: Class 13 contains 90114 members 
Mstep: Class 14 contains 217051 members 
Mstep: Class 15 contains 9234 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 76493 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 1324 members 
Mstep: Class 25 contains 183105 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 2680 members 
Mstep: Class 28 contains 43643 members 
Mstep: Class 29 contains 3355 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 135746 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 968 members 
Mstep: Class 35 contains 1046 members 
Mstep: Class 36 contains 5791 members 
Mstep: Class 37 contains 22564 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37447 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 168964 members 
Mstep: Class 43 contains 10527 members 
Mstep: Class 44 contains 27548 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 695 members 
Mstep: Class 47 contains 7318 members 
Mstep: Class 48 contains 461 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42841 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1087 members 
Mstep: Class 55 contains 2812 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 136 members 
Mstep: Class 60 contains 285 members 
Mstep: Class 61 contains 234 members 
Mstep: Class 62 contains 254 members 
Mstep: Class 63 contains 674 members 
Mstep: Class 64 contains 203501 members 
Mstep: Class 65 contains 14767 members 
Mstep: Class 66 contains 72455 members 
Mstep: Class 67 contains 1698 members 
Mstep: Class 68 contains 154 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 91769 members 
Mstep: Class 72 contains 38772 members 
Mstep: Class 73 contains 192 members 
Mstep: Class 74 contains 352 members 
Mstep: Class 75 contains 1769 members 
Mstep: Class 76 contains 173016 members 
Mstep: Class 78 contains 255 members 
Mstep: Class 79 contains 356 members 
Mstep: Class 80 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90752368.000000 Penalty: 51429.734375
Iteration 284Q: 79 clusters Score -9.075237e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 101569 members 
Mstep: Class 3 contains 1450 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20946 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 38383 members 
Mstep: Class 9 contains 57785 members 
Mstep: Class 10 contains 7131 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 90286 members 
Mstep: Class 14 contains 217069 members 
Mstep: Class 15 contains 9165 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 75104 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 2471 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 1325 members 
Mstep: Class 25 contains 183668 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 2666 members 
Mstep: Class 28 contains 43620 members 
Mstep: Class 29 contains 3348 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 136402 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 978 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 1048 members 
Mstep: Class 36 contains 5791 members 
Mstep: Class 37 contains 22782 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37443 members 
Mstep: Class 40 contains 381 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 168692 members 
Mstep: Class 43 contains 10527 members 
Mstep: Class 44 contains 27425 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 7266 members 
Mstep: Class 48 contains 460 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42870 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1091 members 
Mstep: Class 55 contains 2831 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 138 members 
Mstep: Class 60 contains 283 members 
Mstep: Class 61 contains 232 members 
Mstep: Class 62 contains 252 members 
Mstep: Class 63 contains 675 members 
Mstep: Class 64 contains 203213 members 
Mstep: Class 65 contains 14933 members 
Mstep: Class 66 contains 73164 members 
Mstep: Class 67 contains 1711 members 
Mstep: Class 68 contains 154 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 90770 members 
Mstep: Class 72 contains 39231 members 
Mstep: Class 73 contains 192 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 1770 members 
Mstep: Class 76 contains 174615 members 
Mstep: Class 78 contains 256 members 
Mstep: Class 79 contains 357 members 
Mstep: Class 80 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90753064.000000 Penalty: 51429.734375
Iteration 285Q: 79 clusters Score -9.075306e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 101579 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 7103 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20963 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 37544 members 
Mstep: Class 9 contains 57230 members 
Mstep: Class 10 contains 7129 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 90458 members 
Mstep: Class 14 contains 217092 members 
Mstep: Class 15 contains 9089 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 73614 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 2475 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 184245 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 2659 members 
Mstep: Class 28 contains 43601 members 
Mstep: Class 29 contains 3341 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 136869 members 
Mstep: Class 32 contains 1218 members 
Mstep: Class 33 contains 981 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 1049 members 
Mstep: Class 36 contains 5790 members 
Mstep: Class 37 contains 22987 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37435 members 
Mstep: Class 40 contains 381 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 168545 members 
Mstep: Class 43 contains 10531 members 
Mstep: Class 44 contains 27276 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 7226 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42737 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1091 members 
Mstep: Class 55 contains 2856 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 139 members 
Mstep: Class 60 contains 281 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 252 members 
Mstep: Class 63 contains 675 members 
Mstep: Class 64 contains 202930 members 
Mstep: Class 65 contains 15099 members 
Mstep: Class 66 contains 73801 members 
Mstep: Class 67 contains 1724 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 89909 members 
Mstep: Class 72 contains 39852 members 
Mstep: Class 73 contains 192 members 
Mstep: Class 74 contains 347 members 
Mstep: Class 75 contains 1769 members 
Mstep: Class 76 contains 176236 members 
Mstep: Class 78 contains 256 members 
Mstep: Class 79 contains 356 members 
Mstep: Class 80 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90753208.000000 Penalty: 51429.734375
Iteration 286Q: 79 clusters Score -9.075321e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 101554 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 7167 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20975 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 36731 members 
Mstep: Class 9 contains 56737 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 1694 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 90646 members 
Mstep: Class 14 contains 217116 members 
Mstep: Class 15 contains 9013 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 72078 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 2478 members 
Mstep: Class 23 contains 4174 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 184650 members 
Mstep: Class 26 contains 5031 members 
Mstep: Class 27 contains 2652 members 
Mstep: Class 28 contains 43573 members 
Mstep: Class 29 contains 3343 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 137259 members 
Mstep: Class 32 contains 1219 members 
Mstep: Class 33 contains 983 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 5791 members 
Mstep: Class 37 contains 23157 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37430 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 168537 members 
Mstep: Class 43 contains 10538 members 
Mstep: Class 44 contains 27155 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 699 members 
Mstep: Class 47 contains 7193 members 
Mstep: Class 48 contains 459 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42662 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1093 members 
Mstep: Class 55 contains 2872 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 278 members 
Mstep: Class 61 contains 229 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 674 members 
Mstep: Class 64 contains 202645 members 
Mstep: Class 65 contains 15283 members 
Mstep: Class 66 contains 74507 members 
Mstep: Class 67 contains 1738 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 89037 members 
Mstep: Class 72 contains 40507 members 
Mstep: Class 73 contains 194 members 
Mstep: Class 74 contains 344 members 
Mstep: Class 75 contains 1771 members 
Mstep: Class 76 contains 177807 members 
Mstep: Class 78 contains 256 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90753768.000000 Penalty: 51429.734375
Iteration 287Q: 79 clusters Score -9.075377e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 101506 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 7254 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 35869 members 
Mstep: Class 9 contains 56241 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 90823 members 
Mstep: Class 14 contains 217110 members 
Mstep: Class 15 contains 8931 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 70560 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 4143 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 185086 members 
Mstep: Class 26 contains 5018 members 
Mstep: Class 27 contains 2644 members 
Mstep: Class 28 contains 43548 members 
Mstep: Class 29 contains 3338 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 137671 members 
Mstep: Class 32 contains 1218 members 
Mstep: Class 33 contains 981 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 1053 members 
Mstep: Class 36 contains 5791 members 
Mstep: Class 37 contains 23352 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37424 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 168563 members 
Mstep: Class 43 contains 10548 members 
Mstep: Class 44 contains 27046 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 701 members 
Mstep: Class 47 contains 7152 members 
Mstep: Class 48 contains 458 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42718 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1093 members 
Mstep: Class 55 contains 2823 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 226 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 673 members 
Mstep: Class 64 contains 202387 members 
Mstep: Class 65 contains 15455 members 
Mstep: Class 66 contains 75329 members 
Mstep: Class 67 contains 1753 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 88140 members 
Mstep: Class 72 contains 40994 members 
Mstep: Class 73 contains 194 members 
Mstep: Class 74 contains 346 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 179348 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90754392.000000 Penalty: 51429.734375
Iteration 288Q: 79 clusters Score -9.075439e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 101398 members 
Mstep: Class 3 contains 1446 members 
Mstep: Class 4 contains 7346 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20963 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 34976 members 
Mstep: Class 9 contains 55719 members 
Mstep: Class 10 contains 7128 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 90977 members 
Mstep: Class 14 contains 217094 members 
Mstep: Class 15 contains 8864 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 69116 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 821 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 4125 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 185524 members 
Mstep: Class 26 contains 5010 members 
Mstep: Class 27 contains 2635 members 
Mstep: Class 28 contains 43522 members 
Mstep: Class 29 contains 3331 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 138076 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 984 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 5790 members 
Mstep: Class 37 contains 23561 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37423 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 168624 members 
Mstep: Class 43 contains 10549 members 
Mstep: Class 44 contains 26952 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 703 members 
Mstep: Class 47 contains 7117 members 
Mstep: Class 48 contains 458 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42599 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1094 members 
Mstep: Class 55 contains 2767 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 271 members 
Mstep: Class 61 contains 222 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 674 members 
Mstep: Class 64 contains 202200 members 
Mstep: Class 65 contains 15604 members 
Mstep: Class 66 contains 76155 members 
Mstep: Class 67 contains 1762 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 87212 members 
Mstep: Class 72 contains 41580 members 
Mstep: Class 73 contains 194 members 
Mstep: Class 74 contains 345 members 
Mstep: Class 75 contains 1776 members 
Mstep: Class 76 contains 180939 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90754976.000000 Penalty: 51429.734375
Iteration 289Q: 79 clusters Score -9.075498e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 101272 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 7441 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20966 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 34110 members 
Mstep: Class 9 contains 55257 members 
Mstep: Class 10 contains 7129 members 
Mstep: Class 11 contains 1697 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 91120 members 
Mstep: Class 14 contains 217090 members 
Mstep: Class 15 contains 8772 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 67671 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 2021 members 
Mstep: Class 22 contains 2534 members 
Mstep: Class 23 contains 4097 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 185765 members 
Mstep: Class 26 contains 5015 members 
Mstep: Class 27 contains 2626 members 
Mstep: Class 28 contains 43497 members 
Mstep: Class 29 contains 3321 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 138389 members 
Mstep: Class 32 contains 1218 members 
Mstep: Class 33 contains 984 members 
Mstep: Class 34 contains 966 members 
Mstep: Class 35 contains 1056 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 23778 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37420 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 168738 members 
Mstep: Class 43 contains 10552 members 
Mstep: Class 44 contains 26860 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 707 members 
Mstep: Class 47 contains 7108 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42564 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1094 members 
Mstep: Class 55 contains 2679 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 675 members 
Mstep: Class 64 contains 202018 members 
Mstep: Class 65 contains 15701 members 
Mstep: Class 66 contains 76875 members 
Mstep: Class 67 contains 1774 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 86369 members 
Mstep: Class 72 contains 42407 members 
Mstep: Class 73 contains 194 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1776 members 
Mstep: Class 76 contains 182443 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90755472.000000 Penalty: 51429.734375
Iteration 290Q: 79 clusters Score -9.075547e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 101138 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20960 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 33270 members 
Mstep: Class 9 contains 54869 members 
Mstep: Class 10 contains 7131 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 91252 members 
Mstep: Class 14 contains 217064 members 
Mstep: Class 15 contains 8690 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 66246 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 2017 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 4071 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 186119 members 
Mstep: Class 26 contains 5016 members 
Mstep: Class 27 contains 2615 members 
Mstep: Class 28 contains 43462 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 138780 members 
Mstep: Class 32 contains 1219 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 24047 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37415 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 168917 members 
Mstep: Class 43 contains 10563 members 
Mstep: Class 44 contains 26748 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 709 members 
Mstep: Class 47 contains 7097 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42520 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1093 members 
Mstep: Class 55 contains 2616 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 676 members 
Mstep: Class 64 contains 201833 members 
Mstep: Class 65 contains 15773 members 
Mstep: Class 66 contains 77479 members 
Mstep: Class 67 contains 1781 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 85541 members 
Mstep: Class 72 contains 43065 members 
Mstep: Class 73 contains 194 members 
Mstep: Class 74 contains 341 members 
Mstep: Class 75 contains 1776 members 
Mstep: Class 76 contains 183856 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90755640.000000 Penalty: 51429.734375
Iteration 291Q: 79 clusters Score -9.075564e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 101000 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 7634 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20956 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 32450 members 
Mstep: Class 9 contains 54492 members 
Mstep: Class 10 contains 7133 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 91408 members 
Mstep: Class 14 contains 217077 members 
Mstep: Class 15 contains 8616 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 64849 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 2017 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 4047 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 186419 members 
Mstep: Class 26 contains 5020 members 
Mstep: Class 27 contains 2604 members 
Mstep: Class 28 contains 43433 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 139026 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 995 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 1063 members 
Mstep: Class 36 contains 5794 members 
Mstep: Class 37 contains 24319 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37414 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 169086 members 
Mstep: Class 43 contains 10569 members 
Mstep: Class 44 contains 26620 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 711 members 
Mstep: Class 47 contains 7085 members 
Mstep: Class 48 contains 457 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42487 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1093 members 
Mstep: Class 55 contains 2544 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 210 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 675 members 
Mstep: Class 64 contains 201555 members 
Mstep: Class 65 contains 15831 members 
Mstep: Class 66 contains 78153 members 
Mstep: Class 67 contains 1782 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 84812 members 
Mstep: Class 72 contains 43824 members 
Mstep: Class 73 contains 194 members 
Mstep: Class 74 contains 341 members 
Mstep: Class 75 contains 1775 members 
Mstep: Class 76 contains 185224 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 359 members 
Mstep: Class 80 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90756344.000000 Penalty: 51429.734375
Iteration 292Q: 79 clusters Score -9.075634e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 100841 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 7731 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20956 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 31611 members 
Mstep: Class 9 contains 54154 members 
Mstep: Class 10 contains 7136 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 91584 members 
Mstep: Class 14 contains 217055 members 
Mstep: Class 15 contains 8507 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 63496 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 4019 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 186678 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 43413 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 139195 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 1007 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 1063 members 
Mstep: Class 36 contains 5794 members 
Mstep: Class 37 contains 24613 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37415 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 169264 members 
Mstep: Class 43 contains 10576 members 
Mstep: Class 44 contains 26541 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 721 members 
Mstep: Class 47 contains 7074 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42532 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1092 members 
Mstep: Class 55 contains 2446 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 205 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 673 members 
Mstep: Class 64 contains 201310 members 
Mstep: Class 65 contains 15869 members 
Mstep: Class 66 contains 78877 members 
Mstep: Class 67 contains 1779 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 84152 members 
Mstep: Class 72 contains 44474 members 
Mstep: Class 73 contains 194 members 
Mstep: Class 74 contains 341 members 
Mstep: Class 75 contains 1774 members 
Mstep: Class 76 contains 186533 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90756824.000000 Penalty: 51429.734375
Iteration 293Q: 79 clusters Score -9.075682e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 100675 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 7822 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20955 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 30777 members 
Mstep: Class 9 contains 53804 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 2212 members 
Mstep: Class 13 contains 91761 members 
Mstep: Class 14 contains 217035 members 
Mstep: Class 15 contains 8389 members 
Mstep: Class 16 contains 1358 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 62207 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 2017 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 3995 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 186976 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 2583 members 
Mstep: Class 28 contains 43391 members 
Mstep: Class 29 contains 3297 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 139407 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 1013 members 
Mstep: Class 34 contains 968 members 
Mstep: Class 35 contains 1064 members 
Mstep: Class 36 contains 5793 members 
Mstep: Class 37 contains 24891 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37411 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 169479 members 
Mstep: Class 43 contains 10575 members 
Mstep: Class 44 contains 26498 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 727 members 
Mstep: Class 47 contains 7062 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42482 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1092 members 
Mstep: Class 55 contains 2325 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 198 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 671 members 
Mstep: Class 64 contains 201114 members 
Mstep: Class 65 contains 15889 members 
Mstep: Class 66 contains 79668 members 
Mstep: Class 67 contains 1780 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 83424 members 
Mstep: Class 72 contains 45026 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 341 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 187854 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90756912.000000 Penalty: 51429.734375
Iteration 294Q: 79 clusters Score -9.075691e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 100494 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 7922 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20961 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 29946 members 
Mstep: Class 9 contains 53479 members 
Mstep: Class 10 contains 7144 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 91944 members 
Mstep: Class 14 contains 217033 members 
Mstep: Class 15 contains 8261 members 
Mstep: Class 16 contains 1356 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 60933 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 2016 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 3972 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 187327 members 
Mstep: Class 26 contains 5050 members 
Mstep: Class 27 contains 2564 members 
Mstep: Class 28 contains 43365 members 
Mstep: Class 29 contains 3281 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 139666 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 1022 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 1064 members 
Mstep: Class 36 contains 5791 members 
Mstep: Class 37 contains 25152 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37409 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 169701 members 
Mstep: Class 43 contains 10575 members 
Mstep: Class 44 contains 26436 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 730 members 
Mstep: Class 47 contains 7071 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42378 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1090 members 
Mstep: Class 55 contains 2218 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 671 members 
Mstep: Class 64 contains 200939 members 
Mstep: Class 65 contains 15901 members 
Mstep: Class 66 contains 80375 members 
Mstep: Class 67 contains 1786 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 156 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 82686 members 
Mstep: Class 72 contains 45570 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 189178 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90757688.000000 Penalty: 51429.734375
Iteration 295Q: 79 clusters Score -9.075769e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 100300 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 8027 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20960 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 29157 members 
Mstep: Class 9 contains 53181 members 
Mstep: Class 10 contains 7147 members 
Mstep: Class 11 contains 1682 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 92141 members 
Mstep: Class 14 contains 217029 members 
Mstep: Class 15 contains 8146 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 59641 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 2647 members 
Mstep: Class 23 contains 3943 members 
Mstep: Class 24 contains 1326 members 
Mstep: Class 25 contains 187623 members 
Mstep: Class 26 contains 5056 members 
Mstep: Class 27 contains 2550 members 
Mstep: Class 28 contains 43348 members 
Mstep: Class 29 contains 3273 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 139905 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 971 members 
Mstep: Class 35 contains 1064 members 
Mstep: Class 36 contains 5791 members 
Mstep: Class 37 contains 25360 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37405 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 169927 members 
Mstep: Class 43 contains 10571 members 
Mstep: Class 44 contains 26404 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 7082 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42383 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1087 members 
Mstep: Class 55 contains 2093 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 672 members 
Mstep: Class 64 contains 200723 members 
Mstep: Class 65 contains 15923 members 
Mstep: Class 66 contains 81147 members 
Mstep: Class 67 contains 1789 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 157 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 81928 members 
Mstep: Class 72 contains 46113 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 344 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 190435 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90757864.000000 Penalty: 51429.734375
Iteration 296Q: 79 clusters Score -9.075786e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 100083 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 8131 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20950 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 28401 members 
Mstep: Class 9 contains 52885 members 
Mstep: Class 10 contains 7152 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 92333 members 
Mstep: Class 14 contains 217035 members 
Mstep: Class 15 contains 8046 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 58348 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 3912 members 
Mstep: Class 24 contains 1325 members 
Mstep: Class 25 contains 188058 members 
Mstep: Class 26 contains 5067 members 
Mstep: Class 27 contains 2530 members 
Mstep: Class 28 contains 43334 members 
Mstep: Class 29 contains 3271 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 139963 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 1035 members 
Mstep: Class 34 contains 973 members 
Mstep: Class 35 contains 1064 members 
Mstep: Class 36 contains 5790 members 
Mstep: Class 37 contains 25538 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37406 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 170217 members 
Mstep: Class 43 contains 10581 members 
Mstep: Class 44 contains 26355 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 7113 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42283 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1087 members 
Mstep: Class 55 contains 1964 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 189 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 671 members 
Mstep: Class 64 contains 200484 members 
Mstep: Class 65 contains 15955 members 
Mstep: Class 66 contains 81935 members 
Mstep: Class 67 contains 1800 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 81272 members 
Mstep: Class 72 contains 46670 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 344 members 
Mstep: Class 75 contains 1772 members 
Mstep: Class 76 contains 191638 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90757768.000000 Penalty: 51429.734375
Iteration 297Q: 79 clusters Score -9.075777e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 99893 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 8240 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20939 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 27639 members 
Mstep: Class 9 contains 52568 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 1680 members 
Mstep: Class 12 contains 2215 members 
Mstep: Class 13 contains 92528 members 
Mstep: Class 14 contains 217049 members 
Mstep: Class 15 contains 7942 members 
Mstep: Class 16 contains 1352 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 57058 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 2012 members 
Mstep: Class 22 contains 2654 members 
Mstep: Class 23 contains 3888 members 
Mstep: Class 24 contains 1325 members 
Mstep: Class 25 contains 188361 members 
Mstep: Class 26 contains 5072 members 
Mstep: Class 27 contains 2514 members 
Mstep: Class 28 contains 43329 members 
Mstep: Class 29 contains 3265 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 139994 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 1046 members 
Mstep: Class 34 contains 973 members 
Mstep: Class 35 contains 1064 members 
Mstep: Class 36 contains 5789 members 
Mstep: Class 37 contains 25680 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37410 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 170530 members 
Mstep: Class 43 contains 10596 members 
Mstep: Class 44 contains 26299 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 7127 members 
Mstep: Class 48 contains 456 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 42146 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1088 members 
Mstep: Class 55 contains 1817 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 189 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 200251 members 
Mstep: Class 65 contains 15970 members 
Mstep: Class 66 contains 82686 members 
Mstep: Class 67 contains 1809 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 80541 members 
Mstep: Class 72 contains 47505 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 344 members 
Mstep: Class 75 contains 1772 members 
Mstep: Class 76 contains 192894 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90758280.000000 Penalty: 51429.734375
Iteration 298Q: 79 clusters Score -9.075828e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 99733 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 8358 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20917 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 26815 members 
Mstep: Class 9 contains 52277 members 
Mstep: Class 10 contains 7161 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 92729 members 
Mstep: Class 14 contains 217062 members 
Mstep: Class 15 contains 7835 members 
Mstep: Class 16 contains 1353 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 55810 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 817 members 
Mstep: Class 21 contains 2012 members 
Mstep: Class 22 contains 2654 members 
Mstep: Class 23 contains 3858 members 
Mstep: Class 24 contains 1325 members 
Mstep: Class 25 contains 188795 members 
Mstep: Class 26 contains 5078 members 
Mstep: Class 27 contains 2506 members 
Mstep: Class 28 contains 43324 members 
Mstep: Class 29 contains 3264 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 140047 members 
Mstep: Class 32 contains 1222 members 
Mstep: Class 33 contains 1055 members 
Mstep: Class 34 contains 973 members 
Mstep: Class 35 contains 1064 members 
Mstep: Class 36 contains 5787 members 
Mstep: Class 37 contains 25774 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37415 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 170883 members 
Mstep: Class 43 contains 10602 members 
Mstep: Class 44 contains 26235 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 7124 members 
Mstep: Class 48 contains 455 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41904 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1089 members 
Mstep: Class 55 contains 1681 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 189 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 668 members 
Mstep: Class 64 contains 200034 members 
Mstep: Class 65 contains 15966 members 
Mstep: Class 66 contains 83338 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 79778 members 
Mstep: Class 72 contains 48388 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 344 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 194186 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90758416.000000 Penalty: 51429.734375
Iteration 299Q: 79 clusters Score -9.075842e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 99591 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 8489 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20907 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 26033 members 
Mstep: Class 9 contains 51953 members 
Mstep: Class 10 contains 7163 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 92908 members 
Mstep: Class 14 contains 217063 members 
Mstep: Class 15 contains 7753 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 54577 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 2652 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 1325 members 
Mstep: Class 25 contains 189123 members 
Mstep: Class 26 contains 5076 members 
Mstep: Class 27 contains 2493 members 
Mstep: Class 28 contains 43328 members 
Mstep: Class 29 contains 3260 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 140076 members 
Mstep: Class 32 contains 1223 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 974 members 
Mstep: Class 35 contains 1063 members 
Mstep: Class 36 contains 5784 members 
Mstep: Class 37 contains 25826 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37417 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 171212 members 
Mstep: Class 43 contains 10601 members 
Mstep: Class 44 contains 26160 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 732 members 
Mstep: Class 47 contains 7128 members 
Mstep: Class 48 contains 455 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41826 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1089 members 
Mstep: Class 55 contains 1553 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 189 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 199845 members 
Mstep: Class 65 contains 15976 members 
Mstep: Class 66 contains 84008 members 
Mstep: Class 67 contains 1820 members 
Mstep: Class 68 contains 155 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 79024 members 
Mstep: Class 72 contains 49329 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 344 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 195344 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90758640.000000 Penalty: 51429.734375
Iteration 300F: 79 clusters Score -9.075864e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 99440 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 8614 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20894 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 25252 members 
Mstep: Class 9 contains 51647 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 93114 members 
Mstep: Class 14 contains 217043 members 
Mstep: Class 15 contains 7682 members 
Mstep: Class 16 contains 1352 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 53354 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 814 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 2646 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 1325 members 
Mstep: Class 25 contains 189451 members 
Mstep: Class 26 contains 5073 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 43313 members 
Mstep: Class 29 contains 3249 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 140128 members 
Mstep: Class 32 contains 1223 members 
Mstep: Class 33 contains 1058 members 
Mstep: Class 34 contains 977 members 
Mstep: Class 35 contains 1062 members 
Mstep: Class 36 contains 5783 members 
Mstep: Class 37 contains 25888 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37418 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 171589 members 
Mstep: Class 43 contains 10604 members 
Mstep: Class 44 contains 26084 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 7158 members 
Mstep: Class 48 contains 455 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41768 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1091 members 
Mstep: Class 55 contains 1423 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 189 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 199688 members 
Mstep: Class 65 contains 15965 members 
Mstep: Class 66 contains 84696 members 
Mstep: Class 67 contains 1818 members 
Mstep: Class 68 contains 156 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 78269 members 
Mstep: Class 72 contains 50216 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 196409 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90758520.000000 Penalty: 51429.734375
Iteration 301Q: 79 clusters Score -9.075852e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 99298 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 8744 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20889 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 24498 members 
Mstep: Class 9 contains 51297 members 
Mstep: Class 10 contains 7172 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 93291 members 
Mstep: Class 14 contains 217049 members 
Mstep: Class 15 contains 7601 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 52142 members 
Mstep: Class 19 contains 1658 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 2656 members 
Mstep: Class 23 contains 3758 members 
Mstep: Class 24 contains 1324 members 
Mstep: Class 25 contains 189930 members 
Mstep: Class 26 contains 5062 members 
Mstep: Class 27 contains 2466 members 
Mstep: Class 28 contains 43297 members 
Mstep: Class 29 contains 3234 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 140344 members 
Mstep: Class 32 contains 1224 members 
Mstep: Class 33 contains 1063 members 
Mstep: Class 34 contains 977 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5781 members 
Mstep: Class 37 contains 25953 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37424 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 171988 members 
Mstep: Class 43 contains 10609 members 
Mstep: Class 44 contains 25975 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7179 members 
Mstep: Class 48 contains 454 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41504 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1092 members 
Mstep: Class 55 contains 1306 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 671 members 
Mstep: Class 64 contains 199618 members 
Mstep: Class 65 contains 15898 members 
Mstep: Class 66 contains 85271 members 
Mstep: Class 67 contains 1824 members 
Mstep: Class 68 contains 157 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 77438 members 
Mstep: Class 72 contains 51095 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 344 members 
Mstep: Class 75 contains 1772 members 
Mstep: Class 76 contains 197526 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90758736.000000 Penalty: 51429.734375
Iteration 302Q: 79 clusters Score -9.075874e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 99148 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 8896 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20881 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 23768 members 
Mstep: Class 9 contains 50951 members 
Mstep: Class 10 contains 7176 members 
Mstep: Class 11 contains 1689 members 
Mstep: Class 12 contains 2217 members 
Mstep: Class 13 contains 93452 members 
Mstep: Class 14 contains 217031 members 
Mstep: Class 15 contains 7546 members 
Mstep: Class 16 contains 1356 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 51081 members 
Mstep: Class 19 contains 1662 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 3729 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 190189 members 
Mstep: Class 26 contains 5051 members 
Mstep: Class 27 contains 2456 members 
Mstep: Class 28 contains 43263 members 
Mstep: Class 29 contains 3213 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 140632 members 
Mstep: Class 32 contains 1224 members 
Mstep: Class 33 contains 1064 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5781 members 
Mstep: Class 37 contains 26013 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37428 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 172319 members 
Mstep: Class 43 contains 10608 members 
Mstep: Class 44 contains 25825 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7196 members 
Mstep: Class 48 contains 453 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41501 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 1173 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 199533 members 
Mstep: Class 65 contains 15815 members 
Mstep: Class 66 contains 85769 members 
Mstep: Class 67 contains 1833 members 
Mstep: Class 68 contains 158 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 76564 members 
Mstep: Class 72 contains 52142 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 198478 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90759072.000000 Penalty: 51429.734375
Iteration 303Q: 79 clusters Score -9.075907e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 99035 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 9011 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20856 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 23080 members 
Mstep: Class 9 contains 50621 members 
Mstep: Class 10 contains 7176 members 
Mstep: Class 11 contains 1690 members 
Mstep: Class 12 contains 2220 members 
Mstep: Class 13 contains 93606 members 
Mstep: Class 14 contains 217030 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 50064 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 2674 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 190428 members 
Mstep: Class 26 contains 5045 members 
Mstep: Class 27 contains 2448 members 
Mstep: Class 28 contains 43267 members 
Mstep: Class 29 contains 3190 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 140973 members 
Mstep: Class 32 contains 1226 members 
Mstep: Class 33 contains 1063 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5782 members 
Mstep: Class 37 contains 26030 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37433 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 172673 members 
Mstep: Class 43 contains 10603 members 
Mstep: Class 44 contains 25654 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7217 members 
Mstep: Class 48 contains 451 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41458 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 1030 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 199433 members 
Mstep: Class 65 contains 15683 members 
Mstep: Class 66 contains 86238 members 
Mstep: Class 67 contains 1846 members 
Mstep: Class 68 contains 160 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 75661 members 
Mstep: Class 72 contains 53218 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 199445 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90759120.000000 Penalty: 51429.734375
Iteration 304Q: 79 clusters Score -9.075912e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 98943 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 9136 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20836 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 22368 members 
Mstep: Class 9 contains 50236 members 
Mstep: Class 10 contains 7177 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 2223 members 
Mstep: Class 13 contains 93783 members 
Mstep: Class 14 contains 217029 members 
Mstep: Class 15 contains 7449 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 49084 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 3681 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 190571 members 
Mstep: Class 26 contains 5045 members 
Mstep: Class 27 contains 2434 members 
Mstep: Class 28 contains 43247 members 
Mstep: Class 29 contains 3157 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 141370 members 
Mstep: Class 32 contains 1231 members 
Mstep: Class 33 contains 1066 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5783 members 
Mstep: Class 37 contains 26042 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37433 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173011 members 
Mstep: Class 43 contains 10600 members 
Mstep: Class 44 contains 25501 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7243 members 
Mstep: Class 48 contains 449 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41409 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 891 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 199307 members 
Mstep: Class 65 contains 15557 members 
Mstep: Class 66 contains 86611 members 
Mstep: Class 67 contains 1862 members 
Mstep: Class 68 contains 162 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 74722 members 
Mstep: Class 72 contains 54455 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 200422 members 
Mstep: Class 78 contains 257 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90759416.000000 Penalty: 51429.734375
Iteration 305Q: 79 clusters Score -9.075942e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 98851 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 9258 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20819 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 21681 members 
Mstep: Class 9 contains 49883 members 
Mstep: Class 10 contains 7178 members 
Mstep: Class 11 contains 1690 members 
Mstep: Class 12 contains 2227 members 
Mstep: Class 13 contains 94008 members 
Mstep: Class 14 contains 217029 members 
Mstep: Class 15 contains 7383 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 48139 members 
Mstep: Class 19 contains 1669 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 2009 members 
Mstep: Class 22 contains 2685 members 
Mstep: Class 23 contains 3653 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 190556 members 
Mstep: Class 26 contains 5046 members 
Mstep: Class 27 contains 2408 members 
Mstep: Class 28 contains 43237 members 
Mstep: Class 29 contains 3129 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 141784 members 
Mstep: Class 32 contains 1234 members 
Mstep: Class 33 contains 1065 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5784 members 
Mstep: Class 37 contains 26063 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37441 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173377 members 
Mstep: Class 43 contains 10594 members 
Mstep: Class 44 contains 25346 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7264 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41457 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 766 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 199139 members 
Mstep: Class 65 contains 15426 members 
Mstep: Class 66 contains 87040 members 
Mstep: Class 67 contains 1876 members 
Mstep: Class 68 contains 162 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 73807 members 
Mstep: Class 72 contains 55780 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 201189 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 55. Lose 615.973083 but Gain 659.355469
Score: -90759680.000000 Penalty: 50770.378906
Iteration 306Q: 78 clusters Score -9.075968e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 98771 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 9379 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20799 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 21025 members 
Mstep: Class 9 contains 49529 members 
Mstep: Class 10 contains 7179 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 94226 members 
Mstep: Class 14 contains 217061 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 47207 members 
Mstep: Class 19 contains 1669 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 2007 members 
Mstep: Class 22 contains 2677 members 
Mstep: Class 23 contains 3635 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 190649 members 
Mstep: Class 26 contains 5041 members 
Mstep: Class 27 contains 2389 members 
Mstep: Class 28 contains 43231 members 
Mstep: Class 29 contains 3105 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 142891 members 
Mstep: Class 32 contains 1236 members 
Mstep: Class 33 contains 1069 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5784 members 
Mstep: Class 37 contains 26095 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37447 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173717 members 
Mstep: Class 43 contains 10605 members 
Mstep: Class 44 contains 25169 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7275 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41343 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 198952 members 
Mstep: Class 65 contains 15289 members 
Mstep: Class 66 contains 87529 members 
Mstep: Class 67 contains 1891 members 
Mstep: Class 68 contains 164 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 72857 members 
Mstep: Class 72 contains 56934 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 202052 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90760352.000000 Penalty: 50770.378906
Iteration 307Q: 78 clusters Score -9.076035e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 98687 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 9490 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20791 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 20395 members 
Mstep: Class 9 contains 49123 members 
Mstep: Class 10 contains 7181 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 2242 members 
Mstep: Class 13 contains 94468 members 
Mstep: Class 14 contains 217045 members 
Mstep: Class 15 contains 7311 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 806 members 
Mstep: Class 21 contains 2007 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 3614 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 190570 members 
Mstep: Class 26 contains 5046 members 
Mstep: Class 27 contains 2372 members 
Mstep: Class 28 contains 43228 members 
Mstep: Class 29 contains 3084 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 143496 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 1074 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5783 members 
Mstep: Class 37 contains 26154 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37442 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173997 members 
Mstep: Class 43 contains 10633 members 
Mstep: Class 44 contains 24893 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7273 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41303 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 198806 members 
Mstep: Class 65 contains 15154 members 
Mstep: Class 66 contains 87993 members 
Mstep: Class 67 contains 1909 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 71726 members 
Mstep: Class 72 contains 58243 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 202791 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90760824.000000 Penalty: 50770.378906
Iteration 308Q: 78 clusters Score -9.076082e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 98603 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20795 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 19859 members 
Mstep: Class 9 contains 48711 members 
Mstep: Class 10 contains 7180 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 94691 members 
Mstep: Class 14 contains 217036 members 
Mstep: Class 15 contains 7277 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 45645 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 806 members 
Mstep: Class 21 contains 2006 members 
Mstep: Class 22 contains 2665 members 
Mstep: Class 23 contains 3596 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 190413 members 
Mstep: Class 26 contains 5044 members 
Mstep: Class 27 contains 2351 members 
Mstep: Class 28 contains 43205 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 144215 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 1081 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5783 members 
Mstep: Class 37 contains 26227 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37441 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 174165 members 
Mstep: Class 43 contains 10649 members 
Mstep: Class 44 contains 24620 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7256 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41318 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 198666 members 
Mstep: Class 65 contains 15032 members 
Mstep: Class 66 contains 88482 members 
Mstep: Class 67 contains 1920 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 70547 members 
Mstep: Class 72 contains 59486 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 203509 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90761328.000000 Penalty: 50770.378906
Iteration 309Q: 78 clusters Score -9.076133e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 98515 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 9710 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20789 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 19362 members 
Mstep: Class 9 contains 48299 members 
Mstep: Class 10 contains 7180 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 94932 members 
Mstep: Class 14 contains 217026 members 
Mstep: Class 15 contains 7241 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 3581 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 190235 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 2341 members 
Mstep: Class 28 contains 43190 members 
Mstep: Class 29 contains 3036 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 144902 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5782 members 
Mstep: Class 37 contains 26297 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37437 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 174183 members 
Mstep: Class 43 contains 10678 members 
Mstep: Class 44 contains 24307 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7246 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41212 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 198523 members 
Mstep: Class 65 contains 14907 members 
Mstep: Class 66 contains 89016 members 
Mstep: Class 67 contains 1940 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 69412 members 
Mstep: Class 72 contains 60759 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 204255 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90762032.000000 Penalty: 50770.378906
Iteration 310Q: 78 clusters Score -9.076203e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 98412 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20796 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 18884 members 
Mstep: Class 9 contains 47853 members 
Mstep: Class 10 contains 7179 members 
Mstep: Class 11 contains 1673 members 
Mstep: Class 12 contains 2259 members 
Mstep: Class 13 contains 95170 members 
Mstep: Class 14 contains 217020 members 
Mstep: Class 15 contains 7239 members 
Mstep: Class 16 contains 1360 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 44490 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 2660 members 
Mstep: Class 23 contains 3567 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 189959 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 43163 members 
Mstep: Class 29 contains 3018 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 145674 members 
Mstep: Class 32 contains 1255 members 
Mstep: Class 33 contains 1094 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5782 members 
Mstep: Class 37 contains 26379 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37442 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 174176 members 
Mstep: Class 43 contains 10705 members 
Mstep: Class 44 contains 24010 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7242 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 41008 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 198304 members 
Mstep: Class 65 contains 14786 members 
Mstep: Class 66 contains 89595 members 
Mstep: Class 67 contains 1964 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 68244 members 
Mstep: Class 72 contains 62052 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 205062 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90762424.000000 Penalty: 50770.378906
Iteration 311Q: 78 clusters Score -9.076242e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 98335 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 9961 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20804 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 18475 members 
Mstep: Class 9 contains 47456 members 
Mstep: Class 10 contains 7179 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 2261 members 
Mstep: Class 13 contains 95404 members 
Mstep: Class 14 contains 217025 members 
Mstep: Class 15 contains 7187 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 44033 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 797 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 2647 members 
Mstep: Class 23 contains 3549 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 189706 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 43150 members 
Mstep: Class 29 contains 2995 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 146363 members 
Mstep: Class 32 contains 1262 members 
Mstep: Class 33 contains 1105 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5779 members 
Mstep: Class 37 contains 26464 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37444 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 174113 members 
Mstep: Class 43 contains 10729 members 
Mstep: Class 44 contains 23695 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7219 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 40797 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 198036 members 
Mstep: Class 65 contains 14674 members 
Mstep: Class 66 contains 90222 members 
Mstep: Class 67 contains 2004 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 67120 members 
Mstep: Class 72 contains 63382 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 205720 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90762824.000000 Penalty: 50770.378906
Iteration 312Q: 78 clusters Score -9.076282e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 98254 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20816 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 18074 members 
Mstep: Class 9 contains 47023 members 
Mstep: Class 10 contains 7180 members 
Mstep: Class 11 contains 1674 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 95642 members 
Mstep: Class 14 contains 217039 members 
Mstep: Class 15 contains 7159 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 43567 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 797 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 3526 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 189472 members 
Mstep: Class 26 contains 5002 members 
Mstep: Class 27 contains 2324 members 
Mstep: Class 28 contains 43130 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 147061 members 
Mstep: Class 32 contains 1268 members 
Mstep: Class 33 contains 1108 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 26543 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37438 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 174012 members 
Mstep: Class 43 contains 10745 members 
Mstep: Class 44 contains 23402 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7240 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 40536 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 197703 members 
Mstep: Class 65 contains 14565 members 
Mstep: Class 66 contains 90902 members 
Mstep: Class 67 contains 2042 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 66004 members 
Mstep: Class 72 contains 64678 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 206442 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90763672.000000 Penalty: 50770.378906
Iteration 313Q: 78 clusters Score -9.076367e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 98160 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 10217 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20823 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 17724 members 
Mstep: Class 9 contains 46608 members 
Mstep: Class 10 contains 7181 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 95909 members 
Mstep: Class 14 contains 217039 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 1354 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 43097 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 2003 members 
Mstep: Class 22 contains 2639 members 
Mstep: Class 23 contains 3501 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 189304 members 
Mstep: Class 26 contains 4981 members 
Mstep: Class 27 contains 2321 members 
Mstep: Class 28 contains 43101 members 
Mstep: Class 29 contains 2977 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 147880 members 
Mstep: Class 32 contains 1275 members 
Mstep: Class 33 contains 1118 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 26658 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37435 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173882 members 
Mstep: Class 43 contains 10762 members 
Mstep: Class 44 contains 23037 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7251 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 40245 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1093 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 197368 members 
Mstep: Class 65 contains 14469 members 
Mstep: Class 66 contains 91542 members 
Mstep: Class 67 contains 2084 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 64908 members 
Mstep: Class 72 contains 65903 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 207095 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90764488.000000 Penalty: 50770.378906
Iteration 314Q: 78 clusters Score -9.076449e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 98081 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 10327 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20821 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 17400 members 
Mstep: Class 9 contains 46175 members 
Mstep: Class 10 contains 7181 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 2273 members 
Mstep: Class 13 contains 96193 members 
Mstep: Class 14 contains 217047 members 
Mstep: Class 15 contains 7009 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 42691 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2630 members 
Mstep: Class 23 contains 3480 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 188950 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 2320 members 
Mstep: Class 28 contains 43056 members 
Mstep: Class 29 contains 2967 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 148792 members 
Mstep: Class 32 contains 1283 members 
Mstep: Class 33 contains 1130 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 26770 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37437 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173726 members 
Mstep: Class 43 contains 10793 members 
Mstep: Class 44 contains 22690 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7253 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 39958 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1093 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 197030 members 
Mstep: Class 65 contains 14381 members 
Mstep: Class 66 contains 92089 members 
Mstep: Class 67 contains 2132 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 63826 members 
Mstep: Class 72 contains 67313 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 207723 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90765072.000000 Penalty: 50770.378906
Iteration 315Q: 78 clusters Score -9.076507e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 98021 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20836 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 17107 members 
Mstep: Class 9 contains 45758 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 96509 members 
Mstep: Class 14 contains 217062 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 1344 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 42294 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 3454 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 188700 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 2324 members 
Mstep: Class 28 contains 43014 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 149494 members 
Mstep: Class 32 contains 1287 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 26873 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37435 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173559 members 
Mstep: Class 43 contains 10814 members 
Mstep: Class 44 contains 22334 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7248 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 39571 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 196664 members 
Mstep: Class 65 contains 14324 members 
Mstep: Class 66 contains 92722 members 
Mstep: Class 67 contains 2184 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 62845 members 
Mstep: Class 72 contains 68670 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 208333 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90765864.000000 Penalty: 50770.378906
Iteration 316Q: 78 clusters Score -9.076586e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 97946 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 10549 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20842 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16880 members 
Mstep: Class 9 contains 45388 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 1674 members 
Mstep: Class 12 contains 2272 members 
Mstep: Class 13 contains 96859 members 
Mstep: Class 14 contains 217051 members 
Mstep: Class 15 contains 6807 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 41945 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2600 members 
Mstep: Class 23 contains 3433 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 188403 members 
Mstep: Class 26 contains 4939 members 
Mstep: Class 27 contains 2319 members 
Mstep: Class 28 contains 42966 members 
Mstep: Class 29 contains 2936 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 150332 members 
Mstep: Class 32 contains 1289 members 
Mstep: Class 33 contains 1148 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5778 members 
Mstep: Class 37 contains 26989 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37436 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173355 members 
Mstep: Class 43 contains 10843 members 
Mstep: Class 44 contains 21948 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7243 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 39296 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 196268 members 
Mstep: Class 65 contains 14273 members 
Mstep: Class 66 contains 93270 members 
Mstep: Class 67 contains 2218 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 61868 members 
Mstep: Class 72 contains 69979 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 208828 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90766224.000000 Penalty: 50770.378906
Iteration 317Q: 78 clusters Score -9.076622e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 97867 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 10669 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20844 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16679 members 
Mstep: Class 9 contains 45040 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 1667 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 97178 members 
Mstep: Class 14 contains 217021 members 
Mstep: Class 15 contains 6704 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 41637 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 3408 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 188023 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 42927 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 151069 members 
Mstep: Class 32 contains 1293 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 27091 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37434 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173164 members 
Mstep: Class 43 contains 10875 members 
Mstep: Class 44 contains 21569 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7233 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 39036 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 195885 members 
Mstep: Class 65 contains 14259 members 
Mstep: Class 66 contains 93788 members 
Mstep: Class 67 contains 2247 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 60953 members 
Mstep: Class 72 contains 71365 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 209311 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90766624.000000 Penalty: 50770.378906
Iteration 318Q: 78 clusters Score -9.076662e+07 nChanged 8862
Entering ConstructFrom: 
Score: -90766624.000000 Penalty: 50770.378906
Entering ConstructFrom: 
Trying to split cluster 1 (7431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Entering Unmasked Estep 
Score: -370898.593750 Penalty: 405.560425
	Iteration 0F: 2 clusters Score -370898.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -365942.406250 Penalty: 811.120850
	Iteration 0F: 3 clusters Score -365942.4 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -368013.687500 Penalty: 811.120850
	Iteration 1F: 3 clusters Score -368013.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -368391.218750 Penalty: 811.120850
	Iteration 2F: 3 clusters Score -368391.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -368851.968750 Penalty: 811.120850
	Iteration 3F: 3 clusters Score -368852 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -369362.531250 Penalty: 811.120850
	Iteration 4F: 3 clusters Score -369362.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -369819.031250 Penalty: 811.120850
	Iteration 5F: 3 clusters Score -369819 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -370129.406250 Penalty: 811.120850
	Iteration 6Q: 3 clusters Score -370129.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -370316.250000 Penalty: 811.120850
	Iteration 7Q: 3 clusters Score -370316.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -370426.250000 Penalty: 811.120850
	Iteration 8Q: 3 clusters Score -370426.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -370517.156250 Penalty: 811.120850
	Iteration 9Q: 3 clusters Score -370517.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -370580.593750 Penalty: 811.120850
	Iteration 10Q: 3 clusters Score -370580.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -370623.125000 Penalty: 811.120850
	Iteration 11Q: 3 clusters Score -370623.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -370650.500000 Penalty: 811.120850
	Iteration 12Q: 3 clusters Score -370650.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -370677.062500 Penalty: 811.120850
	Iteration 13Q: 3 clusters Score -370677.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -370698.375000 Penalty: 811.120850
	Iteration 14Q: 3 clusters Score -370698.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -370714.031250 Penalty: 811.120850
	Iteration 15Q: 3 clusters Score -370714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -370722.437500 Penalty: 811.120850
	Iteration 16Q: 3 clusters Score -370722.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -370726.218750 Penalty: 811.120850
	Iteration 17Q: 3 clusters Score -370726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -370732.406250 Penalty: 811.120850
	Iteration 18Q: 3 clusters Score -370732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -370734.843750 Penalty: 811.120850
	Iteration 19Q: 3 clusters Score -370734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -370735.812500 Penalty: 811.120850
	Iteration 20F: 3 clusters Score -370735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -370738.281250 Penalty: 811.120850
	Iteration 21Q: 3 clusters Score -370738.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -370736.968750 Penalty: 811.120850
	Iteration 22Q: 3 clusters Score -370737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -370736.968750 Penalty: 811.120850
	Iteration 23F: 3 clusters Score -370737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (97793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97793 members 
Entering Unmasked Estep 
Score: -4696532.000000 Penalty: 522.822693
	Iteration 0F: 2 clusters Score -4696532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -4630565.000000 Penalty: 1045.645386
	Iteration 0F: 3 clusters Score -4630565 nChanged 47660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -4658913.500000 Penalty: 1045.645386
	Iteration 1F: 3 clusters Score -4658914 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -4659744.500000 Penalty: 1045.645386
	Iteration 2Q: 3 clusters Score -4659744 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -4661247.500000 Penalty: 1045.645386
	Iteration 3Q: 3 clusters Score -4661248 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -4663741.500000 Penalty: 1045.645386
	Iteration 4Q: 3 clusters Score -4663742 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -4667777.500000 Penalty: 1045.645386
	Iteration 5F: 3 clusters Score -4667778 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -4673222.500000 Penalty: 1045.645386
	Iteration 6F: 3 clusters Score -4673222 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -4677698.000000 Penalty: 1045.645386
	Iteration 7F: 3 clusters Score -4677698 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -4679538.000000 Penalty: 1045.645386
	Iteration 8Q: 3 clusters Score -4679538 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4680232.500000 Penalty: 1045.645386
	Iteration 9Q: 3 clusters Score -4680232 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4680638.000000 Penalty: 1045.645386
	Iteration 10Q: 3 clusters Score -4680638 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4681147.500000 Penalty: 1045.645386
	Iteration 11Q: 3 clusters Score -4681148 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -4681661.000000 Penalty: 1045.645386
	Iteration 12Q: 3 clusters Score -4681661 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4682203.500000 Penalty: 1045.645386
	Iteration 13Q: 3 clusters Score -4682204 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -4682772.000000 Penalty: 1045.645386
	Iteration 14Q: 3 clusters Score -4682772 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -4683469.500000 Penalty: 1045.645386
	Iteration 15Q: 3 clusters Score -4683470 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4684167.000000 Penalty: 1045.645386
	Iteration 16Q: 3 clusters Score -4684167 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -4685018.500000 Penalty: 1045.645386
	Iteration 17Q: 3 clusters Score -4685018 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4685901.000000 Penalty: 1045.645386
	Iteration 18Q: 3 clusters Score -4685901 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -4686875.500000 Penalty: 1045.645386
	Iteration 19Q: 3 clusters Score -4686876 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -4687791.500000 Penalty: 1045.645386
	Iteration 20F: 3 clusters Score -4687792 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4688680.500000 Penalty: 1045.645386
	Iteration 21Q: 3 clusters Score -4688680 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4689512.500000 Penalty: 1045.645386
	Iteration 22Q: 3 clusters Score -4689512 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4690228.500000 Penalty: 1045.645386
	Iteration 23Q: 3 clusters Score -4690228 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4690954.500000 Penalty: 1045.645386
	Iteration 24Q: 3 clusters Score -4690954 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4691587.000000 Penalty: 1045.645386
	Iteration 25Q: 3 clusters Score -4691587 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -4692155.500000 Penalty: 1045.645386
	Iteration 26Q: 3 clusters Score -4692156 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85698 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -4692594.500000 Penalty: 1045.645386
	Iteration 27Q: 3 clusters Score -4692594 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -4692930.500000 Penalty: 1045.645386
	Iteration 28Q: 3 clusters Score -4692930 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4693232.000000 Penalty: 1045.645386
	Iteration 29Q: 3 clusters Score -4693232 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4693519.500000 Penalty: 1045.645386
	Iteration 30Q: 3 clusters Score -4693520 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4693759.000000 Penalty: 1045.645386
	Iteration 31Q: 3 clusters Score -4693759 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -4693978.000000 Penalty: 1045.645386
	Iteration 32Q: 3 clusters Score -4693978 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -4694172.000000 Penalty: 1045.645386
	Iteration 33Q: 3 clusters Score -4694172 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -4694389.000000 Penalty: 1045.645386
	Iteration 34Q: 3 clusters Score -4694389 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -4694573.000000 Penalty: 1045.645386
	Iteration 35Q: 3 clusters Score -4694573 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -4694768.500000 Penalty: 1045.645386
	Iteration 36Q: 3 clusters Score -4694768 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4694930.500000 Penalty: 1045.645386
	Iteration 37Q: 3 clusters Score -4694930 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4695109.500000 Penalty: 1045.645386
	Iteration 38Q: 3 clusters Score -4695110 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4695253.000000 Penalty: 1045.645386
	Iteration 39Q: 3 clusters Score -4695253 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93998 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -4695393.500000 Penalty: 1045.645386
	Iteration 40F: 3 clusters Score -4695394 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94327 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4695486.000000 Penalty: 1045.645386
	Iteration 41Q: 3 clusters Score -4695486 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4695606.500000 Penalty: 1045.645386
	Iteration 42Q: 3 clusters Score -4695606 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4695668.000000 Penalty: 1045.645386
	Iteration 43Q: 3 clusters Score -4695668 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4695727.500000 Penalty: 1045.645386
	Iteration 44Q: 3 clusters Score -4695728 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4695792.500000 Penalty: 1045.645386
	Iteration 45Q: 3 clusters Score -4695792 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4695842.000000 Penalty: 1045.645386
	Iteration 46Q: 3 clusters Score -4695842 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95619 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4695880.500000 Penalty: 1045.645386
	Iteration 47Q: 3 clusters Score -4695880 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4695898.000000 Penalty: 1045.645386
	Iteration 48Q: 3 clusters Score -4695898 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4695939.000000 Penalty: 1045.645386
	Iteration 49Q: 3 clusters Score -4695939 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4695978.000000 Penalty: 1045.645386
	Iteration 50Q: 3 clusters Score -4695978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4696003.500000 Penalty: 1045.645386
	Iteration 51Q: 3 clusters Score -4696004 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4696031.000000 Penalty: 1045.645386
	Iteration 52Q: 3 clusters Score -4696031 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4696055.000000 Penalty: 1045.645386
	Iteration 53Q: 3 clusters Score -4696055 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4696068.500000 Penalty: 1045.645386
	Iteration 54Q: 3 clusters Score -4696068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4696070.500000 Penalty: 1045.645386
	Iteration 55Q: 3 clusters Score -4696070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4696081.500000 Penalty: 1045.645386
	Iteration 56Q: 3 clusters Score -4696082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4696087.500000 Penalty: 1045.645386
	Iteration 57Q: 3 clusters Score -4696088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4696110.500000 Penalty: 1045.645386
	Iteration 58Q: 3 clusters Score -4696110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4696111.000000 Penalty: 1045.645386
	Iteration 59Q: 3 clusters Score -4696111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4696116.500000 Penalty: 1045.645386
	Iteration 60F: 3 clusters Score -4696116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4696122.500000 Penalty: 1045.645386
	Iteration 61Q: 3 clusters Score -4696122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4696124.000000 Penalty: 1045.645386
	Iteration 62Q: 3 clusters Score -4696124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4696125.000000 Penalty: 1045.645386
	Iteration 63Q: 3 clusters Score -4696125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4696129.000000 Penalty: 1045.645386
	Iteration 64Q: 3 clusters Score -4696129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4696130.000000 Penalty: 1045.645386
	Iteration 65Q: 3 clusters Score -4696130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4696135.000000 Penalty: 1045.645386
	Iteration 66Q: 3 clusters Score -4696135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4696139.000000 Penalty: 1045.645386
	Iteration 67Q: 3 clusters Score -4696139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4696138.500000 Penalty: 1045.645386
	Iteration 68Q: 3 clusters Score -4696138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4696139.000000 Penalty: 1045.645386
	Iteration 69Q: 3 clusters Score -4696139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4696136.000000 Penalty: 1045.645386
	Iteration 70Q: 3 clusters Score -4696136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4696135.500000 Penalty: 1045.645386
	Iteration 71Q: 3 clusters Score -4696136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96718 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4696137.500000 Penalty: 1045.645386
	Iteration 72Q: 3 clusters Score -4696138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96725 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4696134.500000 Penalty: 1045.645386
	Iteration 73Q: 3 clusters Score -4696134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4696137.000000 Penalty: 1045.645386
	Iteration 74Q: 3 clusters Score -4696137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4696138.000000 Penalty: 1045.645386
	Iteration 75Q: 3 clusters Score -4696138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96755 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4696139.500000 Penalty: 1045.645386
	Iteration 76Q: 3 clusters Score -4696140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4696142.000000 Penalty: 1045.645386
	Iteration 77Q: 3 clusters Score -4696142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4696141.500000 Penalty: 1045.645386
	Iteration 78Q: 3 clusters Score -4696142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96780 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4696146.500000 Penalty: 1045.645386
	Iteration 79Q: 3 clusters Score -4696146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4696149.000000 Penalty: 1045.645386
	Iteration 80F: 3 clusters Score -4696149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4696154.000000 Penalty: 1045.645386
	Iteration 81Q: 3 clusters Score -4696154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4696157.500000 Penalty: 1045.645386
	Iteration 82Q: 3 clusters Score -4696158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4696157.000000 Penalty: 1045.645386
	Iteration 83Q: 3 clusters Score -4696157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4696168.000000 Penalty: 1045.645386
	Iteration 84Q: 3 clusters Score -4696168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4696167.000000 Penalty: 1045.645386
	Iteration 85Q: 3 clusters Score -4696167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4696169.000000 Penalty: 1045.645386
	Iteration 86Q: 3 clusters Score -4696169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4696169.000000 Penalty: 1045.645386
	Iteration 87Q: 3 clusters Score -4696169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96880 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4696173.000000 Penalty: 1045.645386
	Iteration 88Q: 3 clusters Score -4696173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4696176.500000 Penalty: 1045.645386
	Iteration 89Q: 3 clusters Score -4696176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4696172.500000 Penalty: 1045.645386
	Iteration 90Q: 3 clusters Score -4696172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4696180.000000 Penalty: 1045.645386
	Iteration 91Q: 3 clusters Score -4696180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4696182.000000 Penalty: 1045.645386
	Iteration 92Q: 3 clusters Score -4696182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4696181.000000 Penalty: 1045.645386
	Iteration 93Q: 3 clusters Score -4696181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96912 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4696181.500000 Penalty: 1045.645386
	Iteration 94Q: 3 clusters Score -4696182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4696181.500000 Penalty: 1045.645386
	Iteration 95Q: 3 clusters Score -4696182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4696185.000000 Penalty: 1045.645386
	Iteration 96Q: 3 clusters Score -4696185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4696185.000000 Penalty: 1045.645386
	Iteration 97F: 3 clusters Score -4696185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -67483.398438 Penalty: 330.065094
	Iteration 0F: 2 clusters Score -67483.4 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 679 members 
Entering Unmasked Estep 
Score: -66408.476562 Penalty: 660.130188
	Iteration 0F: 3 clusters Score -66408.48 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -66732.804688 Penalty: 660.130188
	Iteration 1F: 3 clusters Score -66732.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -66802.710938 Penalty: 660.130188
	Iteration 2F: 3 clusters Score -66802.71 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66857.304688 Penalty: 660.130188
	Iteration 3F: 3 clusters Score -66857.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66906.906250 Penalty: 660.130188
	Iteration 4Q: 3 clusters Score -66906.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66970.187500 Penalty: 660.130188
	Iteration 5F: 3 clusters Score -66970.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67014.359375 Penalty: 660.130188
	Iteration 6Q: 3 clusters Score -67014.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67048.617188 Penalty: 660.130188
	Iteration 7Q: 3 clusters Score -67048.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67071.718750 Penalty: 660.130188
	Iteration 8Q: 3 clusters Score -67071.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67088.835938 Penalty: 660.130188
	Iteration 9Q: 3 clusters Score -67088.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -67099.937500 Penalty: 660.130188
	Iteration 10Q: 3 clusters Score -67099.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67111.679688 Penalty: 660.130188
	Iteration 11Q: 3 clusters Score -67111.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -67117.476562 Penalty: 660.130188
	Iteration 12Q: 3 clusters Score -67117.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -67126.007812 Penalty: 660.130188
	Iteration 13Q: 3 clusters Score -67126.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -67135.226562 Penalty: 660.130188
	Iteration 14Q: 3 clusters Score -67135.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -67145.320312 Penalty: 660.130188
	Iteration 15Q: 3 clusters Score -67145.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -67151.312500 Penalty: 660.130188
	Iteration 16Q: 3 clusters Score -67151.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -67155.406250 Penalty: 660.130188
	Iteration 17Q: 3 clusters Score -67155.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -67160.843750 Penalty: 660.130188
	Iteration 18Q: 3 clusters Score -67160.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -67164.531250 Penalty: 660.130188
	Iteration 19Q: 3 clusters Score -67164.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -67166.500000 Penalty: 660.130188
	Iteration 20F: 3 clusters Score -67166.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -67171.890625 Penalty: 660.130188
	Iteration 21Q: 3 clusters Score -67171.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -67173.968750 Penalty: 660.130188
	Iteration 22Q: 3 clusters Score -67173.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -67177.398438 Penalty: 660.130188
	Iteration 23Q: 3 clusters Score -67177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -67185.523438 Penalty: 660.130188
	Iteration 24Q: 3 clusters Score -67185.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -67197.312500 Penalty: 660.130188
	Iteration 25Q: 3 clusters Score -67197.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -67203.437500 Penalty: 660.130188
	Iteration 26Q: 3 clusters Score -67203.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -67210.359375 Penalty: 660.130188
	Iteration 27Q: 3 clusters Score -67210.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -67212.343750 Penalty: 660.130188
	Iteration 28Q: 3 clusters Score -67212.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -67218.359375 Penalty: 660.130188
	Iteration 29Q: 3 clusters Score -67218.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -67224.851562 Penalty: 660.130188
	Iteration 30Q: 3 clusters Score -67224.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -67228.070312 Penalty: 660.130188
	Iteration 31Q: 3 clusters Score -67228.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -67229.890625 Penalty: 660.130188
	Iteration 32Q: 3 clusters Score -67229.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -67231.273438 Penalty: 660.130188
	Iteration 33Q: 3 clusters Score -67231.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -67231.531250 Penalty: 660.130188
	Iteration 34Q: 3 clusters Score -67231.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -67231.679688 Penalty: 660.130188
	Iteration 35Q: 3 clusters Score -67231.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -67231.679688 Penalty: 660.130188
	Iteration 36F: 3 clusters Score -67231.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Entering Unmasked Estep 
Score: -537034.750000 Penalty: 422.416077
	Iteration 0F: 2 clusters Score -537034.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -529875.812500 Penalty: 844.832153
	Iteration 0F: 3 clusters Score -529875.8 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -532799.125000 Penalty: 844.832153
	Iteration 1F: 3 clusters Score -532799.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -533139.750000 Penalty: 844.832153
	Iteration 2F: 3 clusters Score -533139.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -533608.750000 Penalty: 844.832153
	Iteration 3F: 3 clusters Score -533608.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -534283.375000 Penalty: 844.832153
	Iteration 4F: 3 clusters Score -534283.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -535164.437500 Penalty: 844.832153
	Iteration 5F: 3 clusters Score -535164.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -535949.312500 Penalty: 844.832153
	Iteration 6F: 3 clusters Score -535949.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -536323.000000 Penalty: 844.832153
	Iteration 7Q: 3 clusters Score -536323 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -536463.750000 Penalty: 844.832153
	Iteration 8Q: 3 clusters Score -536463.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -536533.937500 Penalty: 844.832153
	Iteration 9Q: 3 clusters Score -536533.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -536581.937500 Penalty: 844.832153
	Iteration 10Q: 3 clusters Score -536581.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -536608.625000 Penalty: 844.832153
	Iteration 11Q: 3 clusters Score -536608.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -536622.687500 Penalty: 844.832153
	Iteration 12Q: 3 clusters Score -536622.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -536631.500000 Penalty: 844.832153
	Iteration 13Q: 3 clusters Score -536631.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -536635.437500 Penalty: 844.832153
	Iteration 14Q: 3 clusters Score -536635.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -536640.125000 Penalty: 844.832153
	Iteration 15Q: 3 clusters Score -536640.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -536640.125000 Penalty: 844.832153
	Iteration 16Q: 3 clusters Score -536640.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -536644.062500 Penalty: 844.832153
	Iteration 17Q: 3 clusters Score -536644.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -536644.375000 Penalty: 844.832153
	Iteration 18Q: 3 clusters Score -536644.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -536644.937500 Penalty: 844.832153
	Iteration 19Q: 3 clusters Score -536644.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -536646.625000 Penalty: 844.832153
	Iteration 20F: 3 clusters Score -536646.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -536647.812500 Penalty: 844.832153
	Iteration 21Q: 3 clusters Score -536647.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -536648.062500 Penalty: 844.832153
	Iteration 22Q: 3 clusters Score -536648.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -536648.875000 Penalty: 844.832153
	Iteration 23Q: 3 clusters Score -536648.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -536648.625000 Penalty: 844.832153
	Iteration 24Q: 3 clusters Score -536648.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -536649.687500 Penalty: 844.832153
	Iteration 25Q: 3 clusters Score -536649.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -536649.437500 Penalty: 844.832153
	Iteration 26Q: 3 clusters Score -536649.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -536648.937500 Penalty: 844.832153
	Iteration 27Q: 3 clusters Score -536648.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -536649.000000 Penalty: 844.832153
	Iteration 28Q: 3 clusters Score -536649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -536650.875000 Penalty: 844.832153
	Iteration 29Q: 3 clusters Score -536650.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -536650.812500 Penalty: 844.832153
	Iteration 30Q: 3 clusters Score -536650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -536651.375000 Penalty: 844.832153
	Iteration 31Q: 3 clusters Score -536651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -536652.062500 Penalty: 844.832153
	Iteration 32Q: 3 clusters Score -536652.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -536652.062500 Penalty: 844.832153
	Iteration 33Q: 3 clusters Score -536652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -536651.875000 Penalty: 844.832153
	Iteration 34Q: 3 clusters Score -536651.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -536651.875000 Penalty: 844.832153
	Iteration 35F: 3 clusters Score -536651.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -14598.039062 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -14598.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14258.312500 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -14258.31 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14337.177734 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -14337.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14353.020508 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -14353.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14358.087891 Penalty: 514.695251
	Iteration 3Q: 3 clusters Score -14358.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14362.211914 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -14362.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14366.271484 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -14366.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14372.462891 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -14372.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14373.641602 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -14373.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14374.586914 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -14374.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14375.234375 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -14375.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14376.911133 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -14376.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14378.421875 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -14378.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14382.219727 Penalty: 514.695251
	Iteration 12Q: 3 clusters Score -14382.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14384.823242 Penalty: 514.695251
	Iteration 13Q: 3 clusters Score -14384.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14387.795898 Penalty: 514.695251
	Iteration 14Q: 3 clusters Score -14387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14389.819336 Penalty: 514.695251
	Iteration 15Q: 3 clusters Score -14389.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14392.079102 Penalty: 514.695251
	Iteration 16Q: 3 clusters Score -14392.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14395.005859 Penalty: 514.695251
	Iteration 17Q: 3 clusters Score -14395.01 nChanged 1
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: -14396.068359 Penalty: 514.695251
	Iteration 18Q: 3 clusters Score -14396.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14407.588867 Penalty: 514.695251
	Iteration 19Q: 3 clusters Score -14407.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14412.994141 Penalty: 514.695251
	Iteration 20F: 3 clusters Score -14412.99 nChanged 6
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: -14420.509766 Penalty: 514.695251
	Iteration 21Q: 3 clusters Score -14420.51 nChanged 2
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: -14422.203125 Penalty: 514.695251
	Iteration 22Q: 3 clusters Score -14422.2 nChanged 3
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: -14424.790039 Penalty: 514.695251
	Iteration 23Q: 3 clusters Score -14424.79 nChanged 0
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: -14424.790039 Penalty: 514.695251
	Iteration 24F: 3 clusters Score -14424.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Entering Unmasked Estep 
Score: -983072.625000 Penalty: 452.482819
	Iteration 0F: 2 clusters Score -983072.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -969141.250000 Penalty: 904.965637
	Iteration 0F: 3 clusters Score -969141.2 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -974975.500000 Penalty: 904.965637
	Iteration 1F: 3 clusters Score -974975.5 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -975489.562500 Penalty: 904.965637
	Iteration 2F: 3 clusters Score -975489.6 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -976100.312500 Penalty: 904.965637
	Iteration 3F: 3 clusters Score -976100.3 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -976831.000000 Penalty: 904.965637
	Iteration 4F: 3 clusters Score -976831 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -977654.687500 Penalty: 904.965637
	Iteration 5F: 3 clusters Score -977654.7 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -978493.750000 Penalty: 904.965637
	Iteration 6F: 3 clusters Score -978493.8 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -979289.812500 Penalty: 904.965637
	Iteration 7F: 3 clusters Score -979289.8 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -979922.875000 Penalty: 904.965637
	Iteration 8Q: 3 clusters Score -979922.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -980360.062500 Penalty: 904.965637
	Iteration 9Q: 3 clusters Score -980360.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -980694.937500 Penalty: 904.965637
	Iteration 10Q: 3 clusters Score -980694.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -980998.500000 Penalty: 904.965637
	Iteration 11Q: 3 clusters Score -980998.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -981293.375000 Penalty: 904.965637
	Iteration 12Q: 3 clusters Score -981293.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -981553.562500 Penalty: 904.965637
	Iteration 13Q: 3 clusters Score -981553.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -981778.062500 Penalty: 904.965637
	Iteration 14Q: 3 clusters Score -981778.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -981983.250000 Penalty: 904.965637
	Iteration 15Q: 3 clusters Score -981983.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -982160.875000 Penalty: 904.965637
	Iteration 16Q: 3 clusters Score -982160.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -982324.437500 Penalty: 904.965637
	Iteration 17Q: 3 clusters Score -982324.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -982435.937500 Penalty: 904.965637
	Iteration 18Q: 3 clusters Score -982435.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -982522.125000 Penalty: 904.965637
	Iteration 19Q: 3 clusters Score -982522.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -982599.062500 Penalty: 904.965637
	Iteration 20F: 3 clusters Score -982599.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -982655.312500 Penalty: 904.965637
	Iteration 21Q: 3 clusters Score -982655.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -982700.812500 Penalty: 904.965637
	Iteration 22Q: 3 clusters Score -982700.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -982733.000000 Penalty: 904.965637
	Iteration 23Q: 3 clusters Score -982733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -982761.750000 Penalty: 904.965637
	Iteration 24Q: 3 clusters Score -982761.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -982785.875000 Penalty: 904.965637
	Iteration 25Q: 3 clusters Score -982785.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -982802.750000 Penalty: 904.965637
	Iteration 26Q: 3 clusters Score -982802.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -982817.875000 Penalty: 904.965637
	Iteration 27Q: 3 clusters Score -982817.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -982834.437500 Penalty: 904.965637
	Iteration 28Q: 3 clusters Score -982834.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -982847.250000 Penalty: 904.965637
	Iteration 29Q: 3 clusters Score -982847.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -982852.562500 Penalty: 904.965637
	Iteration 30Q: 3 clusters Score -982852.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -982855.875000 Penalty: 904.965637
	Iteration 31Q: 3 clusters Score -982855.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -982859.937500 Penalty: 904.965637
	Iteration 32Q: 3 clusters Score -982859.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -982867.375000 Penalty: 904.965637
	Iteration 33Q: 3 clusters Score -982867.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -982871.250000 Penalty: 904.965637
	Iteration 34Q: 3 clusters Score -982871.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -982872.500000 Penalty: 904.965637
	Iteration 35Q: 3 clusters Score -982872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -982873.500000 Penalty: 904.965637
	Iteration 36Q: 3 clusters Score -982873.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -982874.875000 Penalty: 904.965637
	Iteration 37Q: 3 clusters Score -982874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -982875.437500 Penalty: 904.965637
	Iteration 38Q: 3 clusters Score -982875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -982875.500000 Penalty: 904.965637
	Iteration 39Q: 3 clusters Score -982875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -982876.937500 Penalty: 904.965637
	Iteration 40F: 3 clusters Score -982876.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -14925.488281 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -14925.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14599.916992 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -14599.92 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14696.417969 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -14696.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14721.979492 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -14721.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14727.653320 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -14727.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14730.701172 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -14730.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14732.685547 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -14732.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14735.146484 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -14735.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14740.095703 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -14740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14741.736328 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -14741.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14742.792969 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -14742.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14743.352539 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -14743.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14743.754883 Penalty: 519.949707
	Iteration 11Q: 3 clusters Score -14743.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14743.754883 Penalty: 519.949707
	Iteration 12F: 3 clusters Score -14743.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Entering Unmasked Estep 
Score: -871773.125000 Penalty: 441.839203
	Iteration 0F: 2 clusters Score -871773.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -860752.062500 Penalty: 883.678406
	Iteration 0F: 3 clusters Score -860752.1 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -865626.875000 Penalty: 883.678406
	Iteration 1F: 3 clusters Score -865626.9 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -866233.812500 Penalty: 883.678406
	Iteration 2F: 3 clusters Score -866233.8 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -867176.625000 Penalty: 883.678406
	Iteration 3F: 3 clusters Score -867176.6 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -868488.562500 Penalty: 883.678406
	Iteration 4F: 3 clusters Score -868488.6 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -869830.250000 Penalty: 883.678406
	Iteration 5F: 3 clusters Score -869830.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -870772.062500 Penalty: 883.678406
	Iteration 6F: 3 clusters Score -870772.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -871171.500000 Penalty: 883.678406
	Iteration 7Q: 3 clusters Score -871171.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -871309.437500 Penalty: 883.678406
	Iteration 8Q: 3 clusters Score -871309.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -871359.562500 Penalty: 883.678406
	Iteration 9Q: 3 clusters Score -871359.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -871370.562500 Penalty: 883.678406
	Iteration 10Q: 3 clusters Score -871370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -871373.125000 Penalty: 883.678406
	Iteration 11Q: 3 clusters Score -871373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -871374.375000 Penalty: 883.678406
	Iteration 12Q: 3 clusters Score -871374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -871374.375000 Penalty: 883.678406
	Iteration 13F: 3 clusters Score -871374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Entering Unmasked Estep 
Score: -2194570.000000 Penalty: 487.200653
	Iteration 0F: 2 clusters Score -2194570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2164537.500000 Penalty: 974.401306
	Iteration 0F: 3 clusters Score -2164538 nChanged 21553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2177411.750000 Penalty: 974.401306
	Iteration 1F: 3 clusters Score -2177412 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2177852.250000 Penalty: 974.401306
	Iteration 2Q: 3 clusters Score -2177852 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2178404.500000 Penalty: 974.401306
	Iteration 3Q: 3 clusters Score -2178404 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2179164.500000 Penalty: 974.401306
	Iteration 4Q: 3 clusters Score -2179164 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2180297.250000 Penalty: 974.401306
	Iteration 5Q: 3 clusters Score -2180297 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2182062.750000 Penalty: 974.401306
	Iteration 6F: 3 clusters Score -2182063 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2184703.000000 Penalty: 974.401306
	Iteration 7F: 3 clusters Score -2184703 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2187837.000000 Penalty: 974.401306
	Iteration 8F: 3 clusters Score -2187837 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2190441.500000 Penalty: 974.401306
	Iteration 9F: 3 clusters Score -2190442 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2192234.250000 Penalty: 974.401306
	Iteration 10Q: 3 clusters Score -2192234 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2193292.500000 Penalty: 974.401306
	Iteration 11Q: 3 clusters Score -2193292 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2193817.250000 Penalty: 974.401306
	Iteration 12Q: 3 clusters Score -2193817 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2194018.750000 Penalty: 974.401306
	Iteration 13Q: 3 clusters Score -2194019 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2194089.250000 Penalty: 974.401306
	Iteration 14Q: 3 clusters Score -2194089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2194115.750000 Penalty: 974.401306
	Iteration 15Q: 3 clusters Score -2194116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2194136.000000 Penalty: 974.401306
	Iteration 16Q: 3 clusters Score -2194136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2194137.250000 Penalty: 974.401306
	Iteration 17Q: 3 clusters Score -2194137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2194136.750000 Penalty: 974.401306
	Iteration 18Q: 3 clusters Score -2194137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2194138.750000 Penalty: 974.401306
	Iteration 19Q: 3 clusters Score -2194139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2194138.750000 Penalty: 974.401306
	Iteration 20F: 3 clusters Score -2194139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Entering Unmasked Estep 
Score: -344468.125000 Penalty: 404.009674
	Iteration 0F: 2 clusters Score -344468.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -339730.812500 Penalty: 808.019348
	Iteration 0F: 3 clusters Score -339730.8 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -341585.375000 Penalty: 808.019348
	Iteration 1F: 3 clusters Score -341585.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -341793.843750 Penalty: 808.019348
	Iteration 2F: 3 clusters Score -341793.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -342029.312500 Penalty: 808.019348
	Iteration 3F: 3 clusters Score -342029.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -342213.125000 Penalty: 808.019348
	Iteration 4F: 3 clusters Score -342213.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -342395.375000 Penalty: 808.019348
	Iteration 5Q: 3 clusters Score -342395.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -342583.406250 Penalty: 808.019348
	Iteration 6Q: 3 clusters Score -342583.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -342828.500000 Penalty: 808.019348
	Iteration 7F: 3 clusters Score -342828.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -343141.875000 Penalty: 808.019348
	Iteration 8F: 3 clusters Score -343141.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -343407.750000 Penalty: 808.019348
	Iteration 9F: 3 clusters Score -343407.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -343587.843750 Penalty: 808.019348
	Iteration 10Q: 3 clusters Score -343587.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -343729.968750 Penalty: 808.019348
	Iteration 11Q: 3 clusters Score -343730 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -343831.625000 Penalty: 808.019348
	Iteration 12Q: 3 clusters Score -343831.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -343897.406250 Penalty: 808.019348
	Iteration 13Q: 3 clusters Score -343897.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -343934.375000 Penalty: 808.019348
	Iteration 14Q: 3 clusters Score -343934.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -343950.718750 Penalty: 808.019348
	Iteration 15Q: 3 clusters Score -343950.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -343964.218750 Penalty: 808.019348
	Iteration 16Q: 3 clusters Score -343964.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -343973.531250 Penalty: 808.019348
	Iteration 17Q: 3 clusters Score -343973.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -343982.000000 Penalty: 808.019348
	Iteration 18Q: 3 clusters Score -343982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -343985.593750 Penalty: 808.019348
	Iteration 19Q: 3 clusters Score -343985.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -343989.781250 Penalty: 808.019348
	Iteration 20F: 3 clusters Score -343989.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -343993.468750 Penalty: 808.019348
	Iteration 21Q: 3 clusters Score -343993.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -343994.875000 Penalty: 808.019348
	Iteration 22Q: 3 clusters Score -343994.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -343998.093750 Penalty: 808.019348
	Iteration 23Q: 3 clusters Score -343998.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -344001.593750 Penalty: 808.019348
	Iteration 24Q: 3 clusters Score -344001.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -344003.437500 Penalty: 808.019348
	Iteration 25Q: 3 clusters Score -344003.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -344005.843750 Penalty: 808.019348
	Iteration 26Q: 3 clusters Score -344005.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -344009.031250 Penalty: 808.019348
	Iteration 27Q: 3 clusters Score -344009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -344009.531250 Penalty: 808.019348
	Iteration 28Q: 3 clusters Score -344009.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -344011.312500 Penalty: 808.019348
	Iteration 29Q: 3 clusters Score -344011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -344011.812500 Penalty: 808.019348
	Iteration 30Q: 3 clusters Score -344011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -344011.750000 Penalty: 808.019348
	Iteration 31Q: 3 clusters Score -344011.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -344012.843750 Penalty: 808.019348
	Iteration 32Q: 3 clusters Score -344012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -344014.968750 Penalty: 808.019348
	Iteration 33Q: 3 clusters Score -344015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -344015.906250 Penalty: 808.019348
	Iteration 34Q: 3 clusters Score -344015.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -344018.531250 Penalty: 808.019348
	Iteration 35Q: 3 clusters Score -344018.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -344019.593750 Penalty: 808.019348
	Iteration 36Q: 3 clusters Score -344019.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -344021.937500 Penalty: 808.019348
	Iteration 37Q: 3 clusters Score -344021.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -344021.687500 Penalty: 808.019348
	Iteration 38Q: 3 clusters Score -344021.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -344023.312500 Penalty: 808.019348
	Iteration 39Q: 3 clusters Score -344023.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -344024.875000 Penalty: 808.019348
	Iteration 40F: 3 clusters Score -344024.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -344026.125000 Penalty: 808.019348
	Iteration 41Q: 3 clusters Score -344026.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -344026.812500 Penalty: 808.019348
	Iteration 42Q: 3 clusters Score -344026.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -344028.687500 Penalty: 808.019348
	Iteration 43Q: 3 clusters Score -344028.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -344029.875000 Penalty: 808.019348
	Iteration 44Q: 3 clusters Score -344029.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -344030.812500 Penalty: 808.019348
	Iteration 45Q: 3 clusters Score -344030.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -344032.250000 Penalty: 808.019348
	Iteration 46Q: 3 clusters Score -344032.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -344035.437500 Penalty: 808.019348
	Iteration 47Q: 3 clusters Score -344035.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -344041.281250 Penalty: 808.019348
	Iteration 48Q: 3 clusters Score -344041.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -344046.375000 Penalty: 808.019348
	Iteration 49Q: 3 clusters Score -344046.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -344049.593750 Penalty: 808.019348
	Iteration 50Q: 3 clusters Score -344049.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -344055.125000 Penalty: 808.019348
	Iteration 51Q: 3 clusters Score -344055.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -344058.250000 Penalty: 808.019348
	Iteration 52Q: 3 clusters Score -344058.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -344060.468750 Penalty: 808.019348
	Iteration 53Q: 3 clusters Score -344060.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -344062.062500 Penalty: 808.019348
	Iteration 54Q: 3 clusters Score -344062.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -344063.781250 Penalty: 808.019348
	Iteration 55Q: 3 clusters Score -344063.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -344066.843750 Penalty: 808.019348
	Iteration 56Q: 3 clusters Score -344066.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -344069.312500 Penalty: 808.019348
	Iteration 57Q: 3 clusters Score -344069.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -344069.781250 Penalty: 808.019348
	Iteration 58Q: 3 clusters Score -344069.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -344071.718750 Penalty: 808.019348
	Iteration 59Q: 3 clusters Score -344071.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -344074.281250 Penalty: 808.019348
	Iteration 60F: 3 clusters Score -344074.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -344076.937500 Penalty: 808.019348
	Iteration 61Q: 3 clusters Score -344076.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -344078.937500 Penalty: 808.019348
	Iteration 62Q: 3 clusters Score -344078.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -344081.562500 Penalty: 808.019348
	Iteration 63Q: 3 clusters Score -344081.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -344082.875000 Penalty: 808.019348
	Iteration 64Q: 3 clusters Score -344082.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -344084.375000 Penalty: 808.019348
	Iteration 65Q: 3 clusters Score -344084.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -344086.218750 Penalty: 808.019348
	Iteration 66Q: 3 clusters Score -344086.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -344087.218750 Penalty: 808.019348
	Iteration 67Q: 3 clusters Score -344087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -344088.093750 Penalty: 808.019348
	Iteration 68Q: 3 clusters Score -344088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -344087.843750 Penalty: 808.019348
	Iteration 69Q: 3 clusters Score -344087.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -344088.781250 Penalty: 808.019348
	Iteration 70Q: 3 clusters Score -344088.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -344089.437500 Penalty: 808.019348
	Iteration 71Q: 3 clusters Score -344089.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -344090.843750 Penalty: 808.019348
	Iteration 72Q: 3 clusters Score -344090.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -344091.468750 Penalty: 808.019348
	Iteration 73Q: 3 clusters Score -344091.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -344093.187500 Penalty: 808.019348
	Iteration 74Q: 3 clusters Score -344093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -344094.531250 Penalty: 808.019348
	Iteration 75Q: 3 clusters Score -344094.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -344094.968750 Penalty: 808.019348
	Iteration 76Q: 3 clusters Score -344095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -344096.531250 Penalty: 808.019348
	Iteration 77Q: 3 clusters Score -344096.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -344097.750000 Penalty: 808.019348
	Iteration 78Q: 3 clusters Score -344097.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -344098.218750 Penalty: 808.019348
	Iteration 79Q: 3 clusters Score -344098.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -344101.437500 Penalty: 808.019348
	Iteration 80F: 3 clusters Score -344101.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -344101.562500 Penalty: 808.019348
	Iteration 81Q: 3 clusters Score -344101.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -344104.531250 Penalty: 808.019348
	Iteration 82Q: 3 clusters Score -344104.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -344107.406250 Penalty: 808.019348
	Iteration 83Q: 3 clusters Score -344107.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -344106.968750 Penalty: 808.019348
	Iteration 84Q: 3 clusters Score -344107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -344108.437500 Penalty: 808.019348
	Iteration 85Q: 3 clusters Score -344108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -344108.906250 Penalty: 808.019348
	Iteration 86Q: 3 clusters Score -344108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -344108.906250 Penalty: 808.019348
	Iteration 87Q: 3 clusters Score -344108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -344108.906250 Penalty: 808.019348
	Iteration 88F: 3 clusters Score -344108.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Entering Unmasked Estep 
Score: -82121.984375 Penalty: 337.417877
	Iteration 0F: 2 clusters Score -82121.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -80914.593750 Penalty: 674.835754
	Iteration 0F: 3 clusters Score -80914.59 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -81313.804688 Penalty: 674.835754
	Iteration 1F: 3 clusters Score -81313.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -81380.820312 Penalty: 674.835754
	Iteration 2F: 3 clusters Score -81380.82 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -81441.875000 Penalty: 674.835754
	Iteration 3F: 3 clusters Score -81441.88 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -81508.726562 Penalty: 674.835754
	Iteration 4Q: 3 clusters Score -81508.73 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -81566.132812 Penalty: 674.835754
	Iteration 5Q: 3 clusters Score -81566.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -81617.921875 Penalty: 674.835754
	Iteration 6Q: 3 clusters Score -81617.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -81648.648438 Penalty: 674.835754
	Iteration 7Q: 3 clusters Score -81648.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -81672.164062 Penalty: 674.835754
	Iteration 8Q: 3 clusters Score -81672.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -81688.867188 Penalty: 674.835754
	Iteration 9Q: 3 clusters Score -81688.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -81697.046875 Penalty: 674.835754
	Iteration 10Q: 3 clusters Score -81697.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -81705.265625 Penalty: 674.835754
	Iteration 11Q: 3 clusters Score -81705.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -81710.273438 Penalty: 674.835754
	Iteration 12Q: 3 clusters Score -81710.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -81712.726562 Penalty: 674.835754
	Iteration 13Q: 3 clusters Score -81712.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -81713.570312 Penalty: 674.835754
	Iteration 14Q: 3 clusters Score -81713.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -81714.320312 Penalty: 674.835754
	Iteration 15Q: 3 clusters Score -81714.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -81714.632812 Penalty: 674.835754
	Iteration 16Q: 3 clusters Score -81714.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -81714.976562 Penalty: 674.835754
	Iteration 17Q: 3 clusters Score -81714.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -81715.414062 Penalty: 674.835754
	Iteration 18Q: 3 clusters Score -81715.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -81715.726562 Penalty: 674.835754
	Iteration 19Q: 3 clusters Score -81715.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -81716.226562 Penalty: 674.835754
	Iteration 20F: 3 clusters Score -81716.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -81716.898438 Penalty: 674.835754
	Iteration 21Q: 3 clusters Score -81716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -81716.906250 Penalty: 674.835754
	Iteration 22Q: 3 clusters Score -81716.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -81717.718750 Penalty: 674.835754
	Iteration 23Q: 3 clusters Score -81717.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -81718.281250 Penalty: 674.835754
	Iteration 24Q: 3 clusters Score -81718.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -81719.257812 Penalty: 674.835754
	Iteration 25Q: 3 clusters Score -81719.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -81720.890625 Penalty: 674.835754
	Iteration 26Q: 3 clusters Score -81720.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -81721.046875 Penalty: 674.835754
	Iteration 27Q: 3 clusters Score -81721.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -81721.390625 Penalty: 674.835754
	Iteration 28Q: 3 clusters Score -81721.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -81721.390625 Penalty: 674.835754
	Iteration 29F: 3 clusters Score -81721.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -105027.523438 Penalty: 351.622894
	Iteration 0F: 2 clusters Score -105027.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -103399.859375 Penalty: 703.245789
	Iteration 0F: 3 clusters Score -103399.9 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -103908.640625 Penalty: 703.245789
	Iteration 1F: 3 clusters Score -103908.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -103993.843750 Penalty: 703.245789
	Iteration 2F: 3 clusters Score -103993.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -104092.046875 Penalty: 703.245789
	Iteration 3F: 3 clusters Score -104092 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -104200.125000 Penalty: 703.245789
	Iteration 4F: 3 clusters Score -104200.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -104341.921875 Penalty: 703.245789
	Iteration 5F: 3 clusters Score -104341.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -104476.281250 Penalty: 703.245789
	Iteration 6F: 3 clusters Score -104476.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -104593.273438 Penalty: 703.245789
	Iteration 7F: 3 clusters Score -104593.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -104680.890625 Penalty: 703.245789
	Iteration 8Q: 3 clusters Score -104680.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -104728.968750 Penalty: 703.245789
	Iteration 9Q: 3 clusters Score -104729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -104757.593750 Penalty: 703.245789
	Iteration 10Q: 3 clusters Score -104757.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -104782.773438 Penalty: 703.245789
	Iteration 11Q: 3 clusters Score -104782.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -104797.843750 Penalty: 703.245789
	Iteration 12Q: 3 clusters Score -104797.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -104816.164062 Penalty: 703.245789
	Iteration 13Q: 3 clusters Score -104816.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -104834.046875 Penalty: 703.245789
	Iteration 14Q: 3 clusters Score -104834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -104847.687500 Penalty: 703.245789
	Iteration 15Q: 3 clusters Score -104847.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -104855.656250 Penalty: 703.245789
	Iteration 16Q: 3 clusters Score -104855.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -104859.335938 Penalty: 703.245789
	Iteration 17Q: 3 clusters Score -104859.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -104860.367188 Penalty: 703.245789
	Iteration 18Q: 3 clusters Score -104860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -104861.789062 Penalty: 703.245789
	Iteration 19Q: 3 clusters Score -104861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -104862.726562 Penalty: 703.245789
	Iteration 20F: 3 clusters Score -104862.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -104863.710938 Penalty: 703.245789
	Iteration 21Q: 3 clusters Score -104863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -104864.078125 Penalty: 703.245789
	Iteration 22Q: 3 clusters Score -104864.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -104864.218750 Penalty: 703.245789
	Iteration 23Q: 3 clusters Score -104864.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -104864.218750 Penalty: 703.245789
	Iteration 24F: 3 clusters Score -104864.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Entering Unmasked Estep 
Score: -4648845.000000 Penalty: 522.686157
	Iteration 0F: 2 clusters Score -4648845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -4583358.500000 Penalty: 1045.372314
	Iteration 0F: 3 clusters Score -4583358 nChanged 47376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -4613279.000000 Penalty: 1045.372314
	Iteration 1F: 3 clusters Score -4613279 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -4615817.500000 Penalty: 1045.372314
	Iteration 2F: 3 clusters Score -4615818 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -4620114.000000 Penalty: 1045.372314
	Iteration 3F: 3 clusters Score -4620114 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -4626777.000000 Penalty: 1045.372314
	Iteration 4F: 3 clusters Score -4626777 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -4635378.000000 Penalty: 1045.372314
	Iteration 5F: 3 clusters Score -4635378 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -4642520.000000 Penalty: 1045.372314
	Iteration 6F: 3 clusters Score -4642520 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95283 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4646414.500000 Penalty: 1045.372314
	Iteration 7Q: 3 clusters Score -4646414 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4647802.000000 Penalty: 1045.372314
	Iteration 8Q: 3 clusters Score -4647802 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97268 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4648181.500000 Penalty: 1045.372314
	Iteration 9Q: 3 clusters Score -4648182 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97405 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4648307.500000 Penalty: 1045.372314
	Iteration 10Q: 3 clusters Score -4648308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4648338.500000 Penalty: 1045.372314
	Iteration 11Q: 3 clusters Score -4648338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97448 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4648361.500000 Penalty: 1045.372314
	Iteration 12Q: 3 clusters Score -4648362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4648363.000000 Penalty: 1045.372314
	Iteration 13Q: 3 clusters Score -4648363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97455 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4648370.000000 Penalty: 1045.372314
	Iteration 14Q: 3 clusters Score -4648370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4648372.500000 Penalty: 1045.372314
	Iteration 15Q: 3 clusters Score -4648372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4648373.500000 Penalty: 1045.372314
	Iteration 16Q: 3 clusters Score -4648374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97455 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4648376.000000 Penalty: 1045.372314
	Iteration 17Q: 3 clusters Score -4648376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4648383.500000 Penalty: 1045.372314
	Iteration 18Q: 3 clusters Score -4648384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4648383.500000 Penalty: 1045.372314
	Iteration 19F: 3 clusters Score -4648384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (217004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217004 members 
Entering Unmasked Estep 
Score: -10215757.000000 Penalty: 559.089050
	Iteration 0F: 2 clusters Score -1.021576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 108413 members 
Entering Unmasked Estep 
Score: -10070460.000000 Penalty: 1118.178101
	Iteration 0F: 3 clusters Score -1.007046e+07 nChanged 107072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122487 members 
Mstep: Class 2 contains 94517 members 
Entering Unmasked Estep 
Score: -10137681.000000 Penalty: 1118.178101
	Iteration 1F: 3 clusters Score -1.013768e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130819 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -10141684.000000 Penalty: 1118.178101
	Iteration 2Q: 3 clusters Score -1.014168e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -10148007.000000 Penalty: 1118.178101
	Iteration 3F: 3 clusters Score -1.014801e+07 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -10157452.000000 Penalty: 1118.178101
	Iteration 4F: 3 clusters Score -1.015745e+07 nChanged 15651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169951 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -10170951.000000 Penalty: 1118.178101
	Iteration 5F: 3 clusters Score -1.017095e+07 nChanged 15124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184769 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -10186216.000000 Penalty: 1118.178101
	Iteration 6F: 3 clusters Score -1.018622e+07 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196057 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -10197918.000000 Penalty: 1118.178101
	Iteration 7F: 3 clusters Score -1.019792e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203115 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -10205167.000000 Penalty: 1118.178101
	Iteration 8Q: 3 clusters Score -1.020517e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207764 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -10209732.000000 Penalty: 1118.178101
	Iteration 9Q: 3 clusters Score -1.020973e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211174 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -10212180.000000 Penalty: 1118.178101
	Iteration 10Q: 3 clusters Score -1.021218e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213416 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -10213582.000000 Penalty: 1118.178101
	Iteration 11Q: 3 clusters Score -1.021358e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214884 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -10214417.000000 Penalty: 1118.178101
	Iteration 12Q: 3 clusters Score -1.021442e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215796 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -10214809.000000 Penalty: 1118.178101
	Iteration 13Q: 3 clusters Score -1.021481e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216332 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10215040.000000 Penalty: 1118.178101
	Iteration 14Q: 3 clusters Score -1.021504e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216571 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10215168.000000 Penalty: 1118.178101
	Iteration 15Q: 3 clusters Score -1.021517e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216690 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10215227.000000 Penalty: 1118.178101
	Iteration 16Q: 3 clusters Score -1.021523e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216750 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10215275.000000 Penalty: 1118.178101
	Iteration 17Q: 3 clusters Score -1.021528e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216784 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10215301.000000 Penalty: 1118.178101
	Iteration 18Q: 3 clusters Score -1.02153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216810 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10215323.000000 Penalty: 1118.178101
	Iteration 19Q: 3 clusters Score -1.021532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216827 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10215333.000000 Penalty: 1118.178101
	Iteration 20F: 3 clusters Score -1.021533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216835 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10215344.000000 Penalty: 1118.178101
	Iteration 21Q: 3 clusters Score -1.021534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216844 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10215347.000000 Penalty: 1118.178101
	Iteration 22Q: 3 clusters Score -1.021535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216849 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10215350.000000 Penalty: 1118.178101
	Iteration 23Q: 3 clusters Score -1.021535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216851 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10215358.000000 Penalty: 1118.178101
	Iteration 24Q: 3 clusters Score -1.021536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216854 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10215358.000000 Penalty: 1118.178101
	Iteration 25Q: 3 clusters Score -1.021536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216856 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10215354.000000 Penalty: 1118.178101
	Iteration 26Q: 3 clusters Score -1.021535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216859 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10215355.000000 Penalty: 1118.178101
	Iteration 27Q: 3 clusters Score -1.021536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216861 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10215362.000000 Penalty: 1118.178101
	Iteration 28Q: 3 clusters Score -1.021536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216861 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10215366.000000 Penalty: 1118.178101
	Iteration 29Q: 3 clusters Score -1.021537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216860 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10215363.000000 Penalty: 1118.178101
	Iteration 30Q: 3 clusters Score -1.021536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216862 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10215371.000000 Penalty: 1118.178101
	Iteration 31Q: 3 clusters Score -1.021537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216862 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10215373.000000 Penalty: 1118.178101
	Iteration 32Q: 3 clusters Score -1.021537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216863 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10215375.000000 Penalty: 1118.178101
	Iteration 33Q: 3 clusters Score -1.021538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216863 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10215376.000000 Penalty: 1118.178101
	Iteration 34Q: 3 clusters Score -1.021538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216863 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10215375.000000 Penalty: 1118.178101
	Iteration 35Q: 3 clusters Score -1.021538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216864 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10215372.000000 Penalty: 1118.178101
	Iteration 36Q: 3 clusters Score -1.021537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216866 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10215370.000000 Penalty: 1118.178101
	Iteration 37Q: 3 clusters Score -1.021537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216867 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10215368.000000 Penalty: 1118.178101
	Iteration 38Q: 3 clusters Score -1.021537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216867 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10215368.000000 Penalty: 1118.178101
	Iteration 39F: 3 clusters Score -1.021537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Entering Unmasked Estep 
Score: -338353.593750 Penalty: 400.081726
	Iteration 0F: 2 clusters Score -338353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -333839.468750 Penalty: 800.163452
	Iteration 0F: 3 clusters Score -333839.5 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -335913.937500 Penalty: 800.163452
	Iteration 1F: 3 clusters Score -335913.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -336311.187500 Penalty: 800.163452
	Iteration 2F: 3 clusters Score -336311.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -336747.406250 Penalty: 800.163452
	Iteration 3F: 3 clusters Score -336747.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -337122.968750 Penalty: 800.163452
	Iteration 4F: 3 clusters Score -337123 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -337437.000000 Penalty: 800.163452
	Iteration 5Q: 3 clusters Score -337437 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -337661.156250 Penalty: 800.163452
	Iteration 6Q: 3 clusters Score -337661.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -337821.937500 Penalty: 800.163452
	Iteration 7Q: 3 clusters Score -337821.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -337878.437500 Penalty: 800.163452
	Iteration 8Q: 3 clusters Score -337878.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -337910.562500 Penalty: 800.163452
	Iteration 9Q: 3 clusters Score -337910.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -337936.125000 Penalty: 800.163452
	Iteration 10Q: 3 clusters Score -337936.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -337956.718750 Penalty: 800.163452
	Iteration 11Q: 3 clusters Score -337956.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -337968.125000 Penalty: 800.163452
	Iteration 12Q: 3 clusters Score -337968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -337976.281250 Penalty: 800.163452
	Iteration 13Q: 3 clusters Score -337976.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -337984.875000 Penalty: 800.163452
	Iteration 14Q: 3 clusters Score -337984.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -337991.218750 Penalty: 800.163452
	Iteration 15Q: 3 clusters Score -337991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -337995.343750 Penalty: 800.163452
	Iteration 16Q: 3 clusters Score -337995.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -337996.687500 Penalty: 800.163452
	Iteration 17Q: 3 clusters Score -337996.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -337997.062500 Penalty: 800.163452
	Iteration 18Q: 3 clusters Score -337997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -337997.062500 Penalty: 800.163452
	Iteration 19F: 3 clusters Score -337997.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -56185.800781 Penalty: 327.551361
	Iteration 0F: 2 clusters Score -56185.8 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 677 members 
Entering Unmasked Estep 
Score: -55151.785156 Penalty: 655.102722
	Iteration 0F: 3 clusters Score -55151.79 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -55489.242188 Penalty: 655.102722
	Iteration 1F: 3 clusters Score -55489.24 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -55539.363281 Penalty: 655.102722
	Iteration 2F: 3 clusters Score -55539.36 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -55581.472656 Penalty: 655.102722
	Iteration 3F: 3 clusters Score -55581.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -55610.957031 Penalty: 655.102722
	Iteration 4Q: 3 clusters Score -55610.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -55643.847656 Penalty: 655.102722
	Iteration 5Q: 3 clusters Score -55643.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -55668.585938 Penalty: 655.102722
	Iteration 6Q: 3 clusters Score -55668.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -55694.398438 Penalty: 655.102722
	Iteration 7Q: 3 clusters Score -55694.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -55724.531250 Penalty: 655.102722
	Iteration 8Q: 3 clusters Score -55724.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -55757.515625 Penalty: 655.102722
	Iteration 9Q: 3 clusters Score -55757.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -55796.937500 Penalty: 655.102722
	Iteration 10Q: 3 clusters Score -55796.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -55823.597656 Penalty: 655.102722
	Iteration 11Q: 3 clusters Score -55823.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -55843.605469 Penalty: 655.102722
	Iteration 12Q: 3 clusters Score -55843.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -55858.164062 Penalty: 655.102722
	Iteration 13Q: 3 clusters Score -55858.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -55872.097656 Penalty: 655.102722
	Iteration 14Q: 3 clusters Score -55872.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -55882.507812 Penalty: 655.102722
	Iteration 15Q: 3 clusters Score -55882.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -55889.667969 Penalty: 655.102722
	Iteration 16Q: 3 clusters Score -55889.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -55894.761719 Penalty: 655.102722
	Iteration 17Q: 3 clusters Score -55894.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -55898.371094 Penalty: 655.102722
	Iteration 18Q: 3 clusters Score -55898.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -55902.292969 Penalty: 655.102722
	Iteration 19Q: 3 clusters Score -55902.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -55904.175781 Penalty: 655.102722
	Iteration 20F: 3 clusters Score -55904.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -55905.179688 Penalty: 655.102722
	Iteration 21Q: 3 clusters Score -55905.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -55906.152344 Penalty: 655.102722
	Iteration 22Q: 3 clusters Score -55906.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -55907.316406 Penalty: 655.102722
	Iteration 23Q: 3 clusters Score -55907.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -55908.652344 Penalty: 655.102722
	Iteration 24Q: 3 clusters Score -55908.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -55908.980469 Penalty: 655.102722
	Iteration 25Q: 3 clusters Score -55908.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -55909.398438 Penalty: 655.102722
	Iteration 26Q: 3 clusters Score -55909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -55909.398438 Penalty: 655.102722
	Iteration 27F: 3 clusters Score -55909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17240.849609 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17240.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16849.224609 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -16849.22 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17039.289062 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17039.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17140.644531 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17140.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17180.283203 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -17180.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17199.917969 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17199.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17205.945312 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17205.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17206.464844 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17206.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17206.875000 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17206.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17207.238281 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17207.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17207.238281 Penalty: 542.919373
	Iteration 9F: 3 clusters Score -17207.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Entering Unmasked Estep 
Score: -2092080.125000 Penalty: 483.623047
	Iteration 0F: 2 clusters Score -2092080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2064305.500000 Penalty: 967.246094
	Iteration 0F: 3 clusters Score -2064306 nChanged 19918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2076863.375000 Penalty: 967.246094
	Iteration 1F: 3 clusters Score -2076863 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2078151.500000 Penalty: 967.246094
	Iteration 2F: 3 clusters Score -2078152 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2080232.000000 Penalty: 967.246094
	Iteration 3F: 3 clusters Score -2080232 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2083151.625000 Penalty: 967.246094
	Iteration 4F: 3 clusters Score -2083152 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2086262.500000 Penalty: 967.246094
	Iteration 5F: 3 clusters Score -2086262 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2088394.875000 Penalty: 967.246094
	Iteration 6F: 3 clusters Score -2088395 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2089352.625000 Penalty: 967.246094
	Iteration 7Q: 3 clusters Score -2089353 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2089822.500000 Penalty: 967.246094
	Iteration 8Q: 3 clusters Score -2089822 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2090102.375000 Penalty: 967.246094
	Iteration 9Q: 3 clusters Score -2090102 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2090331.375000 Penalty: 967.246094
	Iteration 10Q: 3 clusters Score -2090331 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2090526.250000 Penalty: 967.246094
	Iteration 11Q: 3 clusters Score -2090526 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2090643.250000 Penalty: 967.246094
	Iteration 12Q: 3 clusters Score -2090643 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2090745.125000 Penalty: 967.246094
	Iteration 13Q: 3 clusters Score -2090745 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2090837.000000 Penalty: 967.246094
	Iteration 14Q: 3 clusters Score -2090837 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2090934.250000 Penalty: 967.246094
	Iteration 15Q: 3 clusters Score -2090934 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2091025.125000 Penalty: 967.246094
	Iteration 16Q: 3 clusters Score -2091025 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2091096.750000 Penalty: 967.246094
	Iteration 17Q: 3 clusters Score -2091097 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2091154.125000 Penalty: 967.246094
	Iteration 18Q: 3 clusters Score -2091154 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2091218.250000 Penalty: 967.246094
	Iteration 19Q: 3 clusters Score -2091218 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2091271.250000 Penalty: 967.246094
	Iteration 20F: 3 clusters Score -2091271 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2091329.375000 Penalty: 967.246094
	Iteration 21Q: 3 clusters Score -2091329 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2091376.500000 Penalty: 967.246094
	Iteration 22Q: 3 clusters Score -2091376 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2091421.500000 Penalty: 967.246094
	Iteration 23Q: 3 clusters Score -2091422 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2091455.375000 Penalty: 967.246094
	Iteration 24Q: 3 clusters Score -2091455 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2091484.625000 Penalty: 967.246094
	Iteration 25Q: 3 clusters Score -2091485 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2091518.000000 Penalty: 967.246094
	Iteration 26Q: 3 clusters Score -2091518 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2091542.750000 Penalty: 967.246094
	Iteration 27Q: 3 clusters Score -2091543 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2091568.125000 Penalty: 967.246094
	Iteration 28Q: 3 clusters Score -2091568 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2091594.500000 Penalty: 967.246094
	Iteration 29Q: 3 clusters Score -2091594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2091613.250000 Penalty: 967.246094
	Iteration 30Q: 3 clusters Score -2091613 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2091630.875000 Penalty: 967.246094
	Iteration 31Q: 3 clusters Score -2091631 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2091654.000000 Penalty: 967.246094
	Iteration 32Q: 3 clusters Score -2091654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2091663.750000 Penalty: 967.246094
	Iteration 33Q: 3 clusters Score -2091664 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2091678.875000 Penalty: 967.246094
	Iteration 34Q: 3 clusters Score -2091679 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2091689.125000 Penalty: 967.246094
	Iteration 35Q: 3 clusters Score -2091689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2091699.000000 Penalty: 967.246094
	Iteration 36Q: 3 clusters Score -2091699 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2091699.875000 Penalty: 967.246094
	Iteration 37Q: 3 clusters Score -2091700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2091708.500000 Penalty: 967.246094
	Iteration 38Q: 3 clusters Score -2091708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2091720.500000 Penalty: 967.246094
	Iteration 39Q: 3 clusters Score -2091720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2091727.875000 Penalty: 967.246094
	Iteration 40F: 3 clusters Score -2091728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2091735.500000 Penalty: 967.246094
	Iteration 41Q: 3 clusters Score -2091736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2091743.000000 Penalty: 967.246094
	Iteration 42Q: 3 clusters Score -2091743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2091749.250000 Penalty: 967.246094
	Iteration 43Q: 3 clusters Score -2091749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2091757.500000 Penalty: 967.246094
	Iteration 44Q: 3 clusters Score -2091758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2091759.875000 Penalty: 967.246094
	Iteration 45Q: 3 clusters Score -2091760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2091766.250000 Penalty: 967.246094
	Iteration 46Q: 3 clusters Score -2091766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2091772.250000 Penalty: 967.246094
	Iteration 47Q: 3 clusters Score -2091772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2091776.750000 Penalty: 967.246094
	Iteration 48Q: 3 clusters Score -2091777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2091784.125000 Penalty: 967.246094
	Iteration 49Q: 3 clusters Score -2091784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2091788.875000 Penalty: 967.246094
	Iteration 50Q: 3 clusters Score -2091789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2091794.750000 Penalty: 967.246094
	Iteration 51Q: 3 clusters Score -2091795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2091794.375000 Penalty: 967.246094
	Iteration 52Q: 3 clusters Score -2091794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2091795.875000 Penalty: 967.246094
	Iteration 53Q: 3 clusters Score -2091796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2091801.500000 Penalty: 967.246094
	Iteration 54Q: 3 clusters Score -2091802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2091802.875000 Penalty: 967.246094
	Iteration 55Q: 3 clusters Score -2091803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2091802.000000 Penalty: 967.246094
	Iteration 56Q: 3 clusters Score -2091802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2091800.125000 Penalty: 967.246094
	Iteration 57Q: 3 clusters Score -2091800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2091802.500000 Penalty: 967.246094
	Iteration 58Q: 3 clusters Score -2091802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2091806.750000 Penalty: 967.246094
	Iteration 59Q: 3 clusters Score -2091807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2091804.750000 Penalty: 967.246094
	Iteration 60F: 3 clusters Score -2091805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2091806.250000 Penalty: 967.246094
	Iteration 61Q: 3 clusters Score -2091806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2091808.375000 Penalty: 967.246094
	Iteration 62Q: 3 clusters Score -2091808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2091807.125000 Penalty: 967.246094
	Iteration 63Q: 3 clusters Score -2091807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2091807.500000 Penalty: 967.246094
	Iteration 64Q: 3 clusters Score -2091808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2091807.125000 Penalty: 967.246094
	Iteration 65Q: 3 clusters Score -2091807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2091807.875000 Penalty: 967.246094
	Iteration 66Q: 3 clusters Score -2091808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2091808.125000 Penalty: 967.246094
	Iteration 67Q: 3 clusters Score -2091808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2091809.500000 Penalty: 967.246094
	Iteration 68Q: 3 clusters Score -2091810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2091808.375000 Penalty: 967.246094
	Iteration 69Q: 3 clusters Score -2091808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2091808.625000 Penalty: 967.246094
	Iteration 70Q: 3 clusters Score -2091809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2091807.000000 Penalty: 967.246094
	Iteration 71Q: 3 clusters Score -2091807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2091808.750000 Penalty: 967.246094
	Iteration 72Q: 3 clusters Score -2091809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2091810.375000 Penalty: 967.246094
	Iteration 73Q: 3 clusters Score -2091810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2091810.375000 Penalty: 967.246094
	Iteration 74Q: 3 clusters Score -2091810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2091812.000000 Penalty: 967.246094
	Iteration 75Q: 3 clusters Score -2091812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2091810.375000 Penalty: 967.246094
	Iteration 76Q: 3 clusters Score -2091810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2091810.375000 Penalty: 967.246094
	Iteration 77F: 3 clusters Score -2091810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -80164.992188 Penalty: 337.554535
	Iteration 0F: 2 clusters Score -80164.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -78961.046875 Penalty: 675.109070
	Iteration 0F: 3 clusters Score -78961.05 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -79323.085938 Penalty: 675.109070
	Iteration 1F: 3 clusters Score -79323.09 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -79409.789062 Penalty: 675.109070
	Iteration 2F: 3 clusters Score -79409.79 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -79492.679688 Penalty: 675.109070
	Iteration 3F: 3 clusters Score -79492.68 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -79565.695312 Penalty: 675.109070
	Iteration 4F: 3 clusters Score -79565.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -79623.429688 Penalty: 675.109070
	Iteration 5Q: 3 clusters Score -79623.43 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79668.132812 Penalty: 675.109070
	Iteration 6Q: 3 clusters Score -79668.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79705.101562 Penalty: 675.109070
	Iteration 7Q: 3 clusters Score -79705.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79729.914062 Penalty: 675.109070
	Iteration 8Q: 3 clusters Score -79729.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79752.117188 Penalty: 675.109070
	Iteration 9Q: 3 clusters Score -79752.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79767.281250 Penalty: 675.109070
	Iteration 10Q: 3 clusters Score -79767.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79777.250000 Penalty: 675.109070
	Iteration 11Q: 3 clusters Score -79777.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79784.937500 Penalty: 675.109070
	Iteration 12Q: 3 clusters Score -79784.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79797.179688 Penalty: 675.109070
	Iteration 13Q: 3 clusters Score -79797.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79806.273438 Penalty: 675.109070
	Iteration 14Q: 3 clusters Score -79806.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79812.250000 Penalty: 675.109070
	Iteration 15Q: 3 clusters Score -79812.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79813.429688 Penalty: 675.109070
	Iteration 16Q: 3 clusters Score -79813.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79815.531250 Penalty: 675.109070
	Iteration 17Q: 3 clusters Score -79815.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79818.187500 Penalty: 675.109070
	Iteration 18Q: 3 clusters Score -79818.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79821.421875 Penalty: 675.109070
	Iteration 19Q: 3 clusters Score -79821.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79824.164062 Penalty: 675.109070
	Iteration 20F: 3 clusters Score -79824.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79825.757812 Penalty: 675.109070
	Iteration 21Q: 3 clusters Score -79825.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79827.148438 Penalty: 675.109070
	Iteration 22Q: 3 clusters Score -79827.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79828.031250 Penalty: 675.109070
	Iteration 23Q: 3 clusters Score -79828.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79830.148438 Penalty: 675.109070
	Iteration 24Q: 3 clusters Score -79830.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79831.625000 Penalty: 675.109070
	Iteration 25Q: 3 clusters Score -79831.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79833.875000 Penalty: 675.109070
	Iteration 26Q: 3 clusters Score -79833.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79835.109375 Penalty: 675.109070
	Iteration 27Q: 3 clusters Score -79835.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79835.953125 Penalty: 675.109070
	Iteration 28Q: 3 clusters Score -79835.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79837.617188 Penalty: 675.109070
	Iteration 29Q: 3 clusters Score -79837.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79842.851562 Penalty: 675.109070
	Iteration 30Q: 3 clusters Score -79842.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -79849.195312 Penalty: 675.109070
	Iteration 31Q: 3 clusters Score -79849.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -79856.468750 Penalty: 675.109070
	Iteration 32Q: 3 clusters Score -79856.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79860.679688 Penalty: 675.109070
	Iteration 33Q: 3 clusters Score -79860.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -79864.351562 Penalty: 675.109070
	Iteration 34Q: 3 clusters Score -79864.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -79867.000000 Penalty: 675.109070
	Iteration 35Q: 3 clusters Score -79867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79867.765625 Penalty: 675.109070
	Iteration 36Q: 3 clusters Score -79867.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79867.765625 Penalty: 675.109070
	Iteration 37F: 3 clusters Score -79867.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -40151.019531 Penalty: 303.577484
	Iteration 0F: 2 clusters Score -40151.02 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 383 members 
Entering Unmasked Estep 
Score: -39482.261719 Penalty: 607.154968
	Iteration 0F: 3 clusters Score -39482.26 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39657.261719 Penalty: 607.154968
	Iteration 1F: 3 clusters Score -39657.26 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39704.367188 Penalty: 607.154968
	Iteration 2F: 3 clusters Score -39704.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39734.980469 Penalty: 607.154968
	Iteration 3F: 3 clusters Score -39734.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39754.011719 Penalty: 607.154968
	Iteration 4Q: 3 clusters Score -39754.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39765.898438 Penalty: 607.154968
	Iteration 5Q: 3 clusters Score -39765.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -39773.472656 Penalty: 607.154968
	Iteration 6Q: 3 clusters Score -39773.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -39782.914062 Penalty: 607.154968
	Iteration 7Q: 3 clusters Score -39782.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39796.199219 Penalty: 607.154968
	Iteration 8Q: 3 clusters Score -39796.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39808.332031 Penalty: 607.154968
	Iteration 9Q: 3 clusters Score -39808.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -39821.148438 Penalty: 607.154968
	Iteration 10Q: 3 clusters Score -39821.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39828.769531 Penalty: 607.154968
	Iteration 11Q: 3 clusters Score -39828.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39834.308594 Penalty: 607.154968
	Iteration 12Q: 3 clusters Score -39834.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39837.242188 Penalty: 607.154968
	Iteration 13Q: 3 clusters Score -39837.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39838.761719 Penalty: 607.154968
	Iteration 14Q: 3 clusters Score -39838.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39839.062500 Penalty: 607.154968
	Iteration 15Q: 3 clusters Score -39839.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39839.062500 Penalty: 607.154968
	Iteration 16F: 3 clusters Score -39839.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -87733.523438 Penalty: 345.886536
	Iteration 0F: 2 clusters Score -87733.52 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 1033 members 
Entering Unmasked Estep 
Score: -86278.437500 Penalty: 691.773071
	Iteration 0F: 3 clusters Score -86278.44 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -86817.054688 Penalty: 691.773071
	Iteration 1F: 3 clusters Score -86817.05 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -86960.375000 Penalty: 691.773071
	Iteration 2F: 3 clusters Score -86960.38 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -87071.531250 Penalty: 691.773071
	Iteration 3F: 3 clusters Score -87071.53 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -87190.218750 Penalty: 691.773071
	Iteration 4F: 3 clusters Score -87190.22 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -87288.296875 Penalty: 691.773071
	Iteration 5F: 3 clusters Score -87288.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -87358.007812 Penalty: 691.773071
	Iteration 6Q: 3 clusters Score -87358.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -87396.500000 Penalty: 691.773071
	Iteration 7Q: 3 clusters Score -87396.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -87418.070312 Penalty: 691.773071
	Iteration 8Q: 3 clusters Score -87418.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -87443.820312 Penalty: 691.773071
	Iteration 9Q: 3 clusters Score -87443.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -87461.570312 Penalty: 691.773071
	Iteration 10Q: 3 clusters Score -87461.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -87472.242188 Penalty: 691.773071
	Iteration 11Q: 3 clusters Score -87472.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -87476.820312 Penalty: 691.773071
	Iteration 12Q: 3 clusters Score -87476.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -87482.468750 Penalty: 691.773071
	Iteration 13Q: 3 clusters Score -87482.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -87485.804688 Penalty: 691.773071
	Iteration 14Q: 3 clusters Score -87485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -87488.632812 Penalty: 691.773071
	Iteration 15Q: 3 clusters Score -87488.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -87489.765625 Penalty: 691.773071
	Iteration 16Q: 3 clusters Score -87489.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -87491.687500 Penalty: 691.773071
	Iteration 17Q: 3 clusters Score -87491.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -87499.929688 Penalty: 691.773071
	Iteration 18Q: 3 clusters Score -87499.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -87500.453125 Penalty: 691.773071
	Iteration 19Q: 3 clusters Score -87500.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -87500.750000 Penalty: 691.773071
	Iteration 20F: 3 clusters Score -87500.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -87500.984375 Penalty: 691.773071
	Iteration 21Q: 3 clusters Score -87500.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -87500.984375 Penalty: 691.773071
	Iteration 22F: 3 clusters Score -87500.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -125932.734375 Penalty: 357.019836
	Iteration 0F: 2 clusters Score -125932.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -124127.890625 Penalty: 714.039673
	Iteration 0F: 3 clusters Score -124127.9 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -124764.531250 Penalty: 714.039673
	Iteration 1F: 3 clusters Score -124764.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -124854.250000 Penalty: 714.039673
	Iteration 2F: 3 clusters Score -124854.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -124955.796875 Penalty: 714.039673
	Iteration 3F: 3 clusters Score -124955.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -125113.429688 Penalty: 714.039673
	Iteration 4F: 3 clusters Score -125113.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -125308.851562 Penalty: 714.039673
	Iteration 5F: 3 clusters Score -125308.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -125468.367188 Penalty: 714.039673
	Iteration 6F: 3 clusters Score -125468.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -125568.312500 Penalty: 714.039673
	Iteration 7F: 3 clusters Score -125568.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -125635.031250 Penalty: 714.039673
	Iteration 8Q: 3 clusters Score -125635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -125687.828125 Penalty: 714.039673
	Iteration 9Q: 3 clusters Score -125687.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -125721.164062 Penalty: 714.039673
	Iteration 10Q: 3 clusters Score -125721.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -125740.804688 Penalty: 714.039673
	Iteration 11Q: 3 clusters Score -125740.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -125757.046875 Penalty: 714.039673
	Iteration 12Q: 3 clusters Score -125757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -125771.312500 Penalty: 714.039673
	Iteration 13Q: 3 clusters Score -125771.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -125779.046875 Penalty: 714.039673
	Iteration 14Q: 3 clusters Score -125779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -125788.179688 Penalty: 714.039673
	Iteration 15Q: 3 clusters Score -125788.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -125793.046875 Penalty: 714.039673
	Iteration 16Q: 3 clusters Score -125793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -125795.054688 Penalty: 714.039673
	Iteration 17Q: 3 clusters Score -125795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -125796.789062 Penalty: 714.039673
	Iteration 18Q: 3 clusters Score -125796.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -125797.781250 Penalty: 714.039673
	Iteration 19Q: 3 clusters Score -125797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -125798.101562 Penalty: 714.039673
	Iteration 20F: 3 clusters Score -125798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -125798.398438 Penalty: 714.039673
	Iteration 21Q: 3 clusters Score -125798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -125798.992188 Penalty: 714.039673
	Iteration 22Q: 3 clusters Score -125799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -125799.351562 Penalty: 714.039673
	Iteration 23Q: 3 clusters Score -125799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -125800.265625 Penalty: 714.039673
	Iteration 24Q: 3 clusters Score -125800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -125800.343750 Penalty: 714.039673
	Iteration 25Q: 3 clusters Score -125800.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -125800.343750 Penalty: 714.039673
	Iteration 26F: 3 clusters Score -125800.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -168044.218750 Penalty: 369.743134
	Iteration 0F: 2 clusters Score -168044.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -165716.437500 Penalty: 739.486267
	Iteration 0F: 3 clusters Score -165716.4 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -166481.687500 Penalty: 739.486267
	Iteration 1F: 3 clusters Score -166481.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -166577.812500 Penalty: 739.486267
	Iteration 2F: 3 clusters Score -166577.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -166674.062500 Penalty: 739.486267
	Iteration 3F: 3 clusters Score -166674.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -166762.531250 Penalty: 739.486267
	Iteration 4Q: 3 clusters Score -166762.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -166887.421875 Penalty: 739.486267
	Iteration 5Q: 3 clusters Score -166887.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -167048.718750 Penalty: 739.486267
	Iteration 6F: 3 clusters Score -167048.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -167207.968750 Penalty: 739.486267
	Iteration 7F: 3 clusters Score -167208 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -167325.500000 Penalty: 739.486267
	Iteration 8F: 3 clusters Score -167325.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -167409.468750 Penalty: 739.486267
	Iteration 9Q: 3 clusters Score -167409.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -167488.359375 Penalty: 739.486267
	Iteration 10Q: 3 clusters Score -167488.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -167564.093750 Penalty: 739.486267
	Iteration 11Q: 3 clusters Score -167564.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -167638.484375 Penalty: 739.486267
	Iteration 12Q: 3 clusters Score -167638.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -167696.968750 Penalty: 739.486267
	Iteration 13Q: 3 clusters Score -167697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -167736.875000 Penalty: 739.486267
	Iteration 14Q: 3 clusters Score -167736.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -167770.156250 Penalty: 739.486267
	Iteration 15Q: 3 clusters Score -167770.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -167801.781250 Penalty: 739.486267
	Iteration 16Q: 3 clusters Score -167801.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -167827.109375 Penalty: 739.486267
	Iteration 17Q: 3 clusters Score -167827.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -167845.375000 Penalty: 739.486267
	Iteration 18Q: 3 clusters Score -167845.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -167855.437500 Penalty: 739.486267
	Iteration 19Q: 3 clusters Score -167855.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -167866.890625 Penalty: 739.486267
	Iteration 20F: 3 clusters Score -167866.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -167878.734375 Penalty: 739.486267
	Iteration 21Q: 3 clusters Score -167878.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -167885.593750 Penalty: 739.486267
	Iteration 22Q: 3 clusters Score -167885.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -167887.406250 Penalty: 739.486267
	Iteration 23Q: 3 clusters Score -167887.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -167889.031250 Penalty: 739.486267
	Iteration 24Q: 3 clusters Score -167889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -167890.437500 Penalty: 739.486267
	Iteration 25Q: 3 clusters Score -167890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -167891.109375 Penalty: 739.486267
	Iteration 26Q: 3 clusters Score -167891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -167892.296875 Penalty: 739.486267
	Iteration 27Q: 3 clusters Score -167892.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -167892.968750 Penalty: 739.486267
	Iteration 28Q: 3 clusters Score -167893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -167893.656250 Penalty: 739.486267
	Iteration 29Q: 3 clusters Score -167893.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -167893.859375 Penalty: 739.486267
	Iteration 30Q: 3 clusters Score -167893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -167893.859375 Penalty: 739.486267
	Iteration 31F: 3 clusters Score -167893.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -61169.121094 Penalty: 327.038422
	Iteration 0F: 2 clusters Score -61169.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -60132.652344 Penalty: 654.076843
	Iteration 0F: 3 clusters Score -60132.65 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -60480.394531 Penalty: 654.076843
	Iteration 1F: 3 clusters Score -60480.39 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -60549.992188 Penalty: 654.076843
	Iteration 2F: 3 clusters Score -60549.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -60589.816406 Penalty: 654.076843
	Iteration 3F: 3 clusters Score -60589.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -60614.183594 Penalty: 654.076843
	Iteration 4Q: 3 clusters Score -60614.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -60642.765625 Penalty: 654.076843
	Iteration 5Q: 3 clusters Score -60642.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -60665.050781 Penalty: 654.076843
	Iteration 6Q: 3 clusters Score -60665.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -60673.546875 Penalty: 654.076843
	Iteration 7Q: 3 clusters Score -60673.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -60688.093750 Penalty: 654.076843
	Iteration 8Q: 3 clusters Score -60688.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -60700.597656 Penalty: 654.076843
	Iteration 9Q: 3 clusters Score -60700.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -60708.265625 Penalty: 654.076843
	Iteration 10Q: 3 clusters Score -60708.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -60717.281250 Penalty: 654.076843
	Iteration 11Q: 3 clusters Score -60717.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -60732.878906 Penalty: 654.076843
	Iteration 12Q: 3 clusters Score -60732.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -60744.171875 Penalty: 654.076843
	Iteration 13Q: 3 clusters Score -60744.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -60756.894531 Penalty: 654.076843
	Iteration 14Q: 3 clusters Score -60756.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -60764.718750 Penalty: 654.076843
	Iteration 15Q: 3 clusters Score -60764.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -60769.628906 Penalty: 654.076843
	Iteration 16Q: 3 clusters Score -60769.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -60773.226562 Penalty: 654.076843
	Iteration 17Q: 3 clusters Score -60773.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -60776.964844 Penalty: 654.076843
	Iteration 18Q: 3 clusters Score -60776.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -60778.652344 Penalty: 654.076843
	Iteration 19Q: 3 clusters Score -60778.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60779.472656 Penalty: 654.076843
	Iteration 20F: 3 clusters Score -60779.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60780.359375 Penalty: 654.076843
	Iteration 21Q: 3 clusters Score -60780.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -60781.082031 Penalty: 654.076843
	Iteration 22Q: 3 clusters Score -60781.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -60782.132812 Penalty: 654.076843
	Iteration 23Q: 3 clusters Score -60782.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -60788.113281 Penalty: 654.076843
	Iteration 24Q: 3 clusters Score -60788.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -60793.324219 Penalty: 654.076843
	Iteration 25Q: 3 clusters Score -60793.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -60797.882812 Penalty: 654.076843
	Iteration 26Q: 3 clusters Score -60797.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -60800.863281 Penalty: 654.076843
	Iteration 27Q: 3 clusters Score -60800.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -60801.867188 Penalty: 654.076843
	Iteration 28Q: 3 clusters Score -60801.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -60803.226562 Penalty: 654.076843
	Iteration 29Q: 3 clusters Score -60803.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -60806.925781 Penalty: 654.076843
	Iteration 30Q: 3 clusters Score -60806.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -60809.347656 Penalty: 654.076843
	Iteration 31Q: 3 clusters Score -60809.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -60812.355469 Penalty: 654.076843
	Iteration 32Q: 3 clusters Score -60812.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -60814.718750 Penalty: 654.076843
	Iteration 33Q: 3 clusters Score -60814.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -60818.128906 Penalty: 654.076843
	Iteration 34Q: 3 clusters Score -60818.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -60821.179688 Penalty: 654.076843
	Iteration 35Q: 3 clusters Score -60821.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -60823.339844 Penalty: 654.076843
	Iteration 36Q: 3 clusters Score -60823.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -60825.664062 Penalty: 654.076843
	Iteration 37Q: 3 clusters Score -60825.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -60826.632812 Penalty: 654.076843
	Iteration 38Q: 3 clusters Score -60826.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -60826.917969 Penalty: 654.076843
	Iteration 39Q: 3 clusters Score -60826.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -60827.183594 Penalty: 654.076843
	Iteration 40F: 3 clusters Score -60827.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -60828.457031 Penalty: 654.076843
	Iteration 41Q: 3 clusters Score -60828.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -60829.660156 Penalty: 654.076843
	Iteration 42Q: 3 clusters Score -60829.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -60829.925781 Penalty: 654.076843
	Iteration 43Q: 3 clusters Score -60829.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -60831.398438 Penalty: 654.076843
	Iteration 44Q: 3 clusters Score -60831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -60831.453125 Penalty: 654.076843
	Iteration 45Q: 3 clusters Score -60831.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -60831.453125 Penalty: 654.076843
	Iteration 46F: 3 clusters Score -60831.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (187662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187662 members 
Entering Unmasked Estep 
Score: -9387535.000000 Penalty: 552.479126
	Iteration 0F: 2 clusters Score -9387535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -9261330.000000 Penalty: 1104.958252
	Iteration 0F: 3 clusters Score -9261330 nChanged 92295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 111896 members 
Entering Unmasked Estep 
Score: -9321298.000000 Penalty: 1104.958252
	Iteration 1F: 3 clusters Score -9321298 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 121560 members 
Entering Unmasked Estep 
Score: -9326947.000000 Penalty: 1104.958252
	Iteration 2F: 3 clusters Score -9326947 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 135106 members 
Entering Unmasked Estep 
Score: -9336876.000000 Penalty: 1104.958252
	Iteration 3F: 3 clusters Score -9336876 nChanged 16543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 151619 members 
Entering Unmasked Estep 
Score: -9351322.000000 Penalty: 1104.958252
	Iteration 4F: 3 clusters Score -9351322 nChanged 16127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 167730 members 
Entering Unmasked Estep 
Score: -9367702.000000 Penalty: 1104.958252
	Iteration 5F: 3 clusters Score -9367702 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 179686 members 
Entering Unmasked Estep 
Score: -9380070.000000 Penalty: 1104.958252
	Iteration 6F: 3 clusters Score -9380070 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 185583 members 
Entering Unmasked Estep 
Score: -9385389.000000 Penalty: 1104.958252
	Iteration 7Q: 3 clusters Score -9385389 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 187254 members 
Entering Unmasked Estep 
Score: -9386743.000000 Penalty: 1104.958252
	Iteration 8Q: 3 clusters Score -9386743 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 187568 members 
Entering Unmasked Estep 
Score: -9386967.000000 Penalty: 1104.958252
	Iteration 9Q: 3 clusters Score -9386967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 187613 members 
Entering Unmasked Estep 
Score: -9387004.000000 Penalty: 1104.958252
	Iteration 10Q: 3 clusters Score -9387004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 187624 members 
Entering Unmasked Estep 
Score: -9387022.000000 Penalty: 1104.958252
	Iteration 11Q: 3 clusters Score -9387022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 187627 members 
Entering Unmasked Estep 
Score: -9387029.000000 Penalty: 1104.958252
	Iteration 12Q: 3 clusters Score -9387029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 187630 members 
Entering Unmasked Estep 
Score: -9387043.000000 Penalty: 1104.958252
	Iteration 13Q: 3 clusters Score -9387043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 187630 members 
Entering Unmasked Estep 
Score: -9387043.000000 Penalty: 1104.958252
	Iteration 14F: 3 clusters Score -9387043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Entering Unmasked Estep 
Score: -228300.546875 Penalty: 386.650208
	Iteration 0F: 2 clusters Score -228300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -225002.296875 Penalty: 773.300415
	Iteration 0F: 3 clusters Score -225002.3 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -226208.031250 Penalty: 773.300415
	Iteration 1F: 3 clusters Score -226208 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -226382.531250 Penalty: 773.300415
	Iteration 2F: 3 clusters Score -226382.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -226580.609375 Penalty: 773.300415
	Iteration 3F: 3 clusters Score -226580.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -226842.250000 Penalty: 773.300415
	Iteration 4F: 3 clusters Score -226842.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -227141.265625 Penalty: 773.300415
	Iteration 5F: 3 clusters Score -227141.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -227391.218750 Penalty: 773.300415
	Iteration 6F: 3 clusters Score -227391.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -227563.953125 Penalty: 773.300415
	Iteration 7Q: 3 clusters Score -227564 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -227677.812500 Penalty: 773.300415
	Iteration 8Q: 3 clusters Score -227677.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -227750.984375 Penalty: 773.300415
	Iteration 9Q: 3 clusters Score -227751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -227808.046875 Penalty: 773.300415
	Iteration 10Q: 3 clusters Score -227808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -227852.140625 Penalty: 773.300415
	Iteration 11Q: 3 clusters Score -227852.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -227878.640625 Penalty: 773.300415
	Iteration 12Q: 3 clusters Score -227878.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -227896.421875 Penalty: 773.300415
	Iteration 13Q: 3 clusters Score -227896.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -227908.843750 Penalty: 773.300415
	Iteration 14Q: 3 clusters Score -227908.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -227916.609375 Penalty: 773.300415
	Iteration 15Q: 3 clusters Score -227916.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -227921.671875 Penalty: 773.300415
	Iteration 16Q: 3 clusters Score -227921.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -227925.000000 Penalty: 773.300415
	Iteration 17Q: 3 clusters Score -227925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -227929.390625 Penalty: 773.300415
	Iteration 18Q: 3 clusters Score -227929.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -227932.515625 Penalty: 773.300415
	Iteration 19Q: 3 clusters Score -227932.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -227935.171875 Penalty: 773.300415
	Iteration 20F: 3 clusters Score -227935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -227939.937500 Penalty: 773.300415
	Iteration 21Q: 3 clusters Score -227939.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -227943.578125 Penalty: 773.300415
	Iteration 22Q: 3 clusters Score -227943.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -227948.843750 Penalty: 773.300415
	Iteration 23Q: 3 clusters Score -227948.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -227952.578125 Penalty: 773.300415
	Iteration 24Q: 3 clusters Score -227952.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -227958.484375 Penalty: 773.300415
	Iteration 25Q: 3 clusters Score -227958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -227959.765625 Penalty: 773.300415
	Iteration 26Q: 3 clusters Score -227959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -227959.640625 Penalty: 773.300415
	Iteration 27Q: 3 clusters Score -227959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -227960.109375 Penalty: 773.300415
	Iteration 28Q: 3 clusters Score -227960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -227960.593750 Penalty: 773.300415
	Iteration 29Q: 3 clusters Score -227960.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -227960.593750 Penalty: 773.300415
	Iteration 30F: 3 clusters Score -227960.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -112188.656250 Penalty: 352.417328
	Iteration 0F: 2 clusters Score -112188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -110527.250000 Penalty: 704.834656
	Iteration 0F: 3 clusters Score -110527.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -111073.789062 Penalty: 704.834656
	Iteration 1F: 3 clusters Score -111073.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -111152.656250 Penalty: 704.834656
	Iteration 2F: 3 clusters Score -111152.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -111218.789062 Penalty: 704.834656
	Iteration 3F: 3 clusters Score -111218.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -111271.679688 Penalty: 704.834656
	Iteration 4Q: 3 clusters Score -111271.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -111355.875000 Penalty: 704.834656
	Iteration 5Q: 3 clusters Score -111355.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -111451.273438 Penalty: 704.834656
	Iteration 6F: 3 clusters Score -111451.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -111537.015625 Penalty: 704.834656
	Iteration 7Q: 3 clusters Score -111537 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -111611.671875 Penalty: 704.834656
	Iteration 8Q: 3 clusters Score -111611.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -111686.906250 Penalty: 704.834656
	Iteration 9Q: 3 clusters Score -111686.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -111738.773438 Penalty: 704.834656
	Iteration 10Q: 3 clusters Score -111738.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -111782.187500 Penalty: 704.834656
	Iteration 11Q: 3 clusters Score -111782.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -111804.562500 Penalty: 704.834656
	Iteration 12Q: 3 clusters Score -111804.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -111814.250000 Penalty: 704.834656
	Iteration 13Q: 3 clusters Score -111814.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -111820.867188 Penalty: 704.834656
	Iteration 14Q: 3 clusters Score -111820.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -111826.632812 Penalty: 704.834656
	Iteration 15Q: 3 clusters Score -111826.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111831.140625 Penalty: 704.834656
	Iteration 16Q: 3 clusters Score -111831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111832.726562 Penalty: 704.834656
	Iteration 17Q: 3 clusters Score -111832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111833.421875 Penalty: 704.834656
	Iteration 18Q: 3 clusters Score -111833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111834.304688 Penalty: 704.834656
	Iteration 19Q: 3 clusters Score -111834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111834.976562 Penalty: 704.834656
	Iteration 20F: 3 clusters Score -111835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -111836.421875 Penalty: 704.834656
	Iteration 21Q: 3 clusters Score -111836.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111837.914062 Penalty: 704.834656
	Iteration 22Q: 3 clusters Score -111837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111839.398438 Penalty: 704.834656
	Iteration 23Q: 3 clusters Score -111839.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111843.937500 Penalty: 704.834656
	Iteration 24Q: 3 clusters Score -111843.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -111847.429688 Penalty: 704.834656
	Iteration 25Q: 3 clusters Score -111847.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -111851.718750 Penalty: 704.834656
	Iteration 26Q: 3 clusters Score -111851.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -111857.125000 Penalty: 704.834656
	Iteration 27Q: 3 clusters Score -111857.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -111859.390625 Penalty: 704.834656
	Iteration 28Q: 3 clusters Score -111859.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -111860.625000 Penalty: 704.834656
	Iteration 29Q: 3 clusters Score -111860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -111862.195312 Penalty: 704.834656
	Iteration 30Q: 3 clusters Score -111862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111863.351562 Penalty: 704.834656
	Iteration 31Q: 3 clusters Score -111863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -111864.414062 Penalty: 704.834656
	Iteration 32Q: 3 clusters Score -111864.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111865.835938 Penalty: 704.834656
	Iteration 33Q: 3 clusters Score -111865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111866.609375 Penalty: 704.834656
	Iteration 34Q: 3 clusters Score -111866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111867.320312 Penalty: 704.834656
	Iteration 35Q: 3 clusters Score -111867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -111867.546875 Penalty: 704.834656
	Iteration 36Q: 3 clusters Score -111867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -111867.625000 Penalty: 704.834656
	Iteration 37Q: 3 clusters Score -111867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -111867.929688 Penalty: 704.834656
	Iteration 38Q: 3 clusters Score -111867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -111868.101562 Penalty: 704.834656
	Iteration 39Q: 3 clusters Score -111868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -111868.437500 Penalty: 704.834656
	Iteration 40F: 3 clusters Score -111868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111868.828125 Penalty: 704.834656
	Iteration 41Q: 3 clusters Score -111868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -111869.390625 Penalty: 704.834656
	Iteration 42Q: 3 clusters Score -111869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -111871.132812 Penalty: 704.834656
	Iteration 43Q: 3 clusters Score -111871.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111873.210938 Penalty: 704.834656
	Iteration 44Q: 3 clusters Score -111873.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -111876.375000 Penalty: 704.834656
	Iteration 45Q: 3 clusters Score -111876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -111879.664062 Penalty: 704.834656
	Iteration 46Q: 3 clusters Score -111879.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111881.625000 Penalty: 704.834656
	Iteration 47Q: 3 clusters Score -111881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111883.617188 Penalty: 704.834656
	Iteration 48Q: 3 clusters Score -111883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111884.179688 Penalty: 704.834656
	Iteration 49Q: 3 clusters Score -111884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111884.203125 Penalty: 704.834656
	Iteration 50Q: 3 clusters Score -111884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111884.578125 Penalty: 704.834656
	Iteration 51Q: 3 clusters Score -111884.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111884.578125 Penalty: 704.834656
	Iteration 52F: 3 clusters Score -111884.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Entering Unmasked Estep 
Score: -1984258.625000 Penalty: 485.324097
	Iteration 0F: 2 clusters Score -1984259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -1955559.500000 Penalty: 970.648193
	Iteration 0F: 3 clusters Score -1955560 nChanged 20666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -1967249.375000 Penalty: 970.648193
	Iteration 1F: 3 clusters Score -1967249 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -1967564.375000 Penalty: 970.648193
	Iteration 2Q: 3 clusters Score -1967564 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -1968043.250000 Penalty: 970.648193
	Iteration 3Q: 3 clusters Score -1968043 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -1968925.625000 Penalty: 970.648193
	Iteration 4Q: 3 clusters Score -1968926 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -1970690.000000 Penalty: 970.648193
	Iteration 5F: 3 clusters Score -1970690 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -1973754.500000 Penalty: 970.648193
	Iteration 6F: 3 clusters Score -1973754 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -1977640.625000 Penalty: 970.648193
	Iteration 7F: 3 clusters Score -1977641 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -1980758.875000 Penalty: 970.648193
	Iteration 8F: 3 clusters Score -1980759 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -1982507.125000 Penalty: 970.648193
	Iteration 9Q: 3 clusters Score -1982507 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -1983332.750000 Penalty: 970.648193
	Iteration 10Q: 3 clusters Score -1983333 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -1983650.625000 Penalty: 970.648193
	Iteration 11Q: 3 clusters Score -1983651 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -1983763.125000 Penalty: 970.648193
	Iteration 12Q: 3 clusters Score -1983763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -1983799.375000 Penalty: 970.648193
	Iteration 13Q: 3 clusters Score -1983799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -1983823.625000 Penalty: 970.648193
	Iteration 14Q: 3 clusters Score -1983824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -1983836.375000 Penalty: 970.648193
	Iteration 15Q: 3 clusters Score -1983836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -1983837.625000 Penalty: 970.648193
	Iteration 16Q: 3 clusters Score -1983838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -1983838.250000 Penalty: 970.648193
	Iteration 17Q: 3 clusters Score -1983838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -1983841.750000 Penalty: 970.648193
	Iteration 18Q: 3 clusters Score -1983842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -1983845.750000 Penalty: 970.648193
	Iteration 19Q: 3 clusters Score -1983846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -1983848.000000 Penalty: 970.648193
	Iteration 20F: 3 clusters Score -1983848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -1983847.750000 Penalty: 970.648193
	Iteration 21Q: 3 clusters Score -1983848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -1983847.750000 Penalty: 970.648193
	Iteration 22F: 3 clusters Score -1983848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -143322.359375 Penalty: 362.731506
	Iteration 0F: 2 clusters Score -143322.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -141294.625000 Penalty: 725.463013
	Iteration 0F: 3 clusters Score -141294.6 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -142028.484375 Penalty: 725.463013
	Iteration 1F: 3 clusters Score -142028.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -142179.500000 Penalty: 725.463013
	Iteration 2F: 3 clusters Score -142179.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -142314.984375 Penalty: 725.463013
	Iteration 3F: 3 clusters Score -142315 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -142482.421875 Penalty: 725.463013
	Iteration 4F: 3 clusters Score -142482.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -142652.031250 Penalty: 725.463013
	Iteration 5F: 3 clusters Score -142652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -142737.062500 Penalty: 725.463013
	Iteration 6Q: 3 clusters Score -142737.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -142776.171875 Penalty: 725.463013
	Iteration 7Q: 3 clusters Score -142776.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -142806.328125 Penalty: 725.463013
	Iteration 8Q: 3 clusters Score -142806.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -142828.578125 Penalty: 725.463013
	Iteration 9Q: 3 clusters Score -142828.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -142840.890625 Penalty: 725.463013
	Iteration 10Q: 3 clusters Score -142840.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -142848.984375 Penalty: 725.463013
	Iteration 11Q: 3 clusters Score -142849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -142855.843750 Penalty: 725.463013
	Iteration 12Q: 3 clusters Score -142855.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -142864.125000 Penalty: 725.463013
	Iteration 13Q: 3 clusters Score -142864.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142872.265625 Penalty: 725.463013
	Iteration 14Q: 3 clusters Score -142872.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142878.312500 Penalty: 725.463013
	Iteration 15Q: 3 clusters Score -142878.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -142880.937500 Penalty: 725.463013
	Iteration 16Q: 3 clusters Score -142880.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -142884.937500 Penalty: 725.463013
	Iteration 17Q: 3 clusters Score -142884.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -142887.187500 Penalty: 725.463013
	Iteration 18Q: 3 clusters Score -142887.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -142891.218750 Penalty: 725.463013
	Iteration 19Q: 3 clusters Score -142891.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -142896.031250 Penalty: 725.463013
	Iteration 20F: 3 clusters Score -142896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -142902.828125 Penalty: 725.463013
	Iteration 21Q: 3 clusters Score -142902.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -142912.187500 Penalty: 725.463013
	Iteration 22Q: 3 clusters Score -142912.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142918.671875 Penalty: 725.463013
	Iteration 23Q: 3 clusters Score -142918.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -142923.937500 Penalty: 725.463013
	Iteration 24Q: 3 clusters Score -142923.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142930.750000 Penalty: 725.463013
	Iteration 25Q: 3 clusters Score -142930.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -142937.687500 Penalty: 725.463013
	Iteration 26Q: 3 clusters Score -142937.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -142946.265625 Penalty: 725.463013
	Iteration 27Q: 3 clusters Score -142946.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -142952.734375 Penalty: 725.463013
	Iteration 28Q: 3 clusters Score -142952.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -142958.906250 Penalty: 725.463013
	Iteration 29Q: 3 clusters Score -142958.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -142962.593750 Penalty: 725.463013
	Iteration 30Q: 3 clusters Score -142962.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142968.250000 Penalty: 725.463013
	Iteration 31Q: 3 clusters Score -142968.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -142972.593750 Penalty: 725.463013
	Iteration 32Q: 3 clusters Score -142972.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -142974.546875 Penalty: 725.463013
	Iteration 33Q: 3 clusters Score -142974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -142976.390625 Penalty: 725.463013
	Iteration 34Q: 3 clusters Score -142976.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -142977.984375 Penalty: 725.463013
	Iteration 35Q: 3 clusters Score -142978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -142981.640625 Penalty: 725.463013
	Iteration 36Q: 3 clusters Score -142981.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -142982.515625 Penalty: 725.463013
	Iteration 37Q: 3 clusters Score -142982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -142983.312500 Penalty: 725.463013
	Iteration 38Q: 3 clusters Score -142983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -142984.015625 Penalty: 725.463013
	Iteration 39Q: 3 clusters Score -142984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -142984.390625 Penalty: 725.463013
	Iteration 40F: 3 clusters Score -142984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -142985.515625 Penalty: 725.463013
	Iteration 41Q: 3 clusters Score -142985.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -142986.562500 Penalty: 725.463013
	Iteration 42Q: 3 clusters Score -142986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142987.718750 Penalty: 725.463013
	Iteration 43Q: 3 clusters Score -142987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -142988.125000 Penalty: 725.463013
	Iteration 44Q: 3 clusters Score -142988.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142988.453125 Penalty: 725.463013
	Iteration 45Q: 3 clusters Score -142988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -142988.953125 Penalty: 725.463013
	Iteration 46Q: 3 clusters Score -142989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -142989.218750 Penalty: 725.463013
	Iteration 47Q: 3 clusters Score -142989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -142990.171875 Penalty: 725.463013
	Iteration 48Q: 3 clusters Score -142990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -142990.859375 Penalty: 725.463013
	Iteration 49Q: 3 clusters Score -142990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142991.640625 Penalty: 725.463013
	Iteration 50Q: 3 clusters Score -142991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -142992.812500 Penalty: 725.463013
	Iteration 51Q: 3 clusters Score -142992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -142993.921875 Penalty: 725.463013
	Iteration 52Q: 3 clusters Score -142993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -142994.078125 Penalty: 725.463013
	Iteration 53Q: 3 clusters Score -142994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142994.312500 Penalty: 725.463013
	Iteration 54Q: 3 clusters Score -142994.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142994.312500 Penalty: 725.463013
	Iteration 55F: 3 clusters Score -142994.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -9335.276367 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -9335.276 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 113 members 
Entering Unmasked Estep 
Score: -9011.518555 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -9011.519 nChanged 71
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: -9107.208984 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -9107.209 nChanged 21
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: -9150.814453 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -9150.814 nChanged 17
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: -9187.966797 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -9187.967 nChanged 5
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: -9192.958984 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -9192.959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9196.083008 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -9196.083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9198.056641 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -9198.057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9198.056641 Penalty: 497.208710
	Iteration 7F: 3 clusters Score -9198.057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (151850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151850 members 
Entering Unmasked Estep 
Score: -7570080.500000 Penalty: 542.844543
	Iteration 0F: 2 clusters Score -7570080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -7467383.500000 Penalty: 1085.689087
	Iteration 0F: 3 clusters Score -7467384 nChanged 74729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -7512081.000000 Penalty: 1085.689087
	Iteration 1F: 3 clusters Score -7512081 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -7513404.500000 Penalty: 1085.689087
	Iteration 2Q: 3 clusters Score -7513404 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -7515462.500000 Penalty: 1085.689087
	Iteration 3Q: 3 clusters Score -7515462 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -7519161.000000 Penalty: 1085.689087
	Iteration 4F: 3 clusters Score -7519161 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103096 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -7525560.000000 Penalty: 1085.689087
	Iteration 5F: 3 clusters Score -7525560 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114640 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -7535247.500000 Penalty: 1085.689087
	Iteration 6F: 3 clusters Score -7535248 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126432 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -7546130.000000 Penalty: 1085.689087
	Iteration 7F: 3 clusters Score -7546130 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136121 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -7555367.500000 Penalty: 1085.689087
	Iteration 8F: 3 clusters Score -7555368 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142601 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -7561593.000000 Penalty: 1085.689087
	Iteration 9Q: 3 clusters Score -7561593 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146586 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -7565320.500000 Penalty: 1085.689087
	Iteration 10Q: 3 clusters Score -7565320 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148911 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7567389.000000 Penalty: 1085.689087
	Iteration 11Q: 3 clusters Score -7567389 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150183 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7568422.500000 Penalty: 1085.689087
	Iteration 12Q: 3 clusters Score -7568422 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150906 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7568976.000000 Penalty: 1085.689087
	Iteration 13Q: 3 clusters Score -7568976 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7569258.000000 Penalty: 1085.689087
	Iteration 14Q: 3 clusters Score -7569258 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151501 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7569382.000000 Penalty: 1085.689087
	Iteration 15Q: 3 clusters Score -7569382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7569457.000000 Penalty: 1085.689087
	Iteration 16Q: 3 clusters Score -7569457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151666 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7569495.000000 Penalty: 1085.689087
	Iteration 17Q: 3 clusters Score -7569495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151699 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7569521.000000 Penalty: 1085.689087
	Iteration 18Q: 3 clusters Score -7569521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151717 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7569538.500000 Penalty: 1085.689087
	Iteration 19Q: 3 clusters Score -7569538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151727 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7569554.500000 Penalty: 1085.689087
	Iteration 20F: 3 clusters Score -7569554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151736 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7569568.000000 Penalty: 1085.689087
	Iteration 21Q: 3 clusters Score -7569568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151737 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7569576.500000 Penalty: 1085.689087
	Iteration 22Q: 3 clusters Score -7569576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151741 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7569579.000000 Penalty: 1085.689087
	Iteration 23Q: 3 clusters Score -7569579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151742 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7569582.500000 Penalty: 1085.689087
	Iteration 24Q: 3 clusters Score -7569582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151741 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7569584.500000 Penalty: 1085.689087
	Iteration 25Q: 3 clusters Score -7569584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151743 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7569582.500000 Penalty: 1085.689087
	Iteration 26Q: 3 clusters Score -7569582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7569581.000000 Penalty: 1085.689087
	Iteration 27Q: 3 clusters Score -7569581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7569581.000000 Penalty: 1085.689087
	Iteration 28F: 3 clusters Score -7569581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -62648.828125 Penalty: 326.170380
	Iteration 0F: 2 clusters Score -62648.83 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 637 members 
Entering Unmasked Estep 
Score: -61649.515625 Penalty: 652.340759
	Iteration 0F: 3 clusters Score -61649.52 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -61938.351562 Penalty: 652.340759
	Iteration 1F: 3 clusters Score -61938.35 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61988.390625 Penalty: 652.340759
	Iteration 2F: 3 clusters Score -61988.39 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -62037.660156 Penalty: 652.340759
	Iteration 3F: 3 clusters Score -62037.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -62083.914062 Penalty: 652.340759
	Iteration 4F: 3 clusters Score -62083.91 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -62121.937500 Penalty: 652.340759
	Iteration 5Q: 3 clusters Score -62121.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62162.050781 Penalty: 652.340759
	Iteration 6Q: 3 clusters Score -62162.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62203.742188 Penalty: 652.340759
	Iteration 7Q: 3 clusters Score -62203.74 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62258.062500 Penalty: 652.340759
	Iteration 8Q: 3 clusters Score -62258.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62313.050781 Penalty: 652.340759
	Iteration 9Q: 3 clusters Score -62313.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62351.097656 Penalty: 652.340759
	Iteration 10Q: 3 clusters Score -62351.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62377.953125 Penalty: 652.340759
	Iteration 11Q: 3 clusters Score -62377.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62414.574219 Penalty: 652.340759
	Iteration 12Q: 3 clusters Score -62414.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62434.781250 Penalty: 652.340759
	Iteration 13Q: 3 clusters Score -62434.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62446.531250 Penalty: 652.340759
	Iteration 14Q: 3 clusters Score -62446.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62456.308594 Penalty: 652.340759
	Iteration 15Q: 3 clusters Score -62456.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62462.820312 Penalty: 652.340759
	Iteration 16Q: 3 clusters Score -62462.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62463.332031 Penalty: 652.340759
	Iteration 17Q: 3 clusters Score -62463.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62463.878906 Penalty: 652.340759
	Iteration 18Q: 3 clusters Score -62463.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62464.023438 Penalty: 652.340759
	Iteration 19Q: 3 clusters Score -62464.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62464.023438 Penalty: 652.340759
	Iteration 20F: 3 clusters Score -62464.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -47394.613281 Penalty: 320.662048
	Iteration 0F: 2 clusters Score -47394.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -46481.101562 Penalty: 641.324097
	Iteration 0F: 3 clusters Score -46481.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -46741.707031 Penalty: 641.324097
	Iteration 1F: 3 clusters Score -46741.71 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -46819.593750 Penalty: 641.324097
	Iteration 2F: 3 clusters Score -46819.59 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -46882.628906 Penalty: 641.324097
	Iteration 3F: 3 clusters Score -46882.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -46952.121094 Penalty: 641.324097
	Iteration 4F: 3 clusters Score -46952.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -47017.871094 Penalty: 641.324097
	Iteration 5F: 3 clusters Score -47017.87 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -47079.472656 Penalty: 641.324097
	Iteration 6F: 3 clusters Score -47079.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -47135.785156 Penalty: 641.324097
	Iteration 7Q: 3 clusters Score -47135.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -47189.968750 Penalty: 641.324097
	Iteration 8Q: 3 clusters Score -47189.97 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -47228.207031 Penalty: 641.324097
	Iteration 9Q: 3 clusters Score -47228.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -47238.121094 Penalty: 641.324097
	Iteration 10Q: 3 clusters Score -47238.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47244.070312 Penalty: 641.324097
	Iteration 11Q: 3 clusters Score -47244.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -47245.929688 Penalty: 641.324097
	Iteration 12Q: 3 clusters Score -47245.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -47246.507812 Penalty: 641.324097
	Iteration 13Q: 3 clusters Score -47246.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47246.949219 Penalty: 641.324097
	Iteration 14Q: 3 clusters Score -47246.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -47247.050781 Penalty: 641.324097
	Iteration 15Q: 3 clusters Score -47247.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -47247.179688 Penalty: 641.324097
	Iteration 16Q: 3 clusters Score -47247.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47247.265625 Penalty: 641.324097
	Iteration 17Q: 3 clusters Score -47247.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47247.398438 Penalty: 641.324097
	Iteration 18Q: 3 clusters Score -47247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -47247.683594 Penalty: 641.324097
	Iteration 19Q: 3 clusters Score -47247.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47248.140625 Penalty: 641.324097
	Iteration 20F: 3 clusters Score -47248.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47248.425781 Penalty: 641.324097
	Iteration 21Q: 3 clusters Score -47248.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47250.515625 Penalty: 641.324097
	Iteration 22Q: 3 clusters Score -47250.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47251.003906 Penalty: 641.324097
	Iteration 23Q: 3 clusters Score -47251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47251.769531 Penalty: 641.324097
	Iteration 24Q: 3 clusters Score -47251.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47252.601562 Penalty: 641.324097
	Iteration 25Q: 3 clusters Score -47252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -47253.312500 Penalty: 641.324097
	Iteration 26Q: 3 clusters Score -47253.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -47255.011719 Penalty: 641.324097
	Iteration 27Q: 3 clusters Score -47255.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -47257.972656 Penalty: 641.324097
	Iteration 28Q: 3 clusters Score -47257.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47258.542969 Penalty: 641.324097
	Iteration 29Q: 3 clusters Score -47258.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -47258.800781 Penalty: 641.324097
	Iteration 30Q: 3 clusters Score -47258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47260.453125 Penalty: 641.324097
	Iteration 31Q: 3 clusters Score -47260.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -47263.375000 Penalty: 641.324097
	Iteration 32Q: 3 clusters Score -47263.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -47265.500000 Penalty: 641.324097
	Iteration 33Q: 3 clusters Score -47265.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47267.957031 Penalty: 641.324097
	Iteration 34Q: 3 clusters Score -47267.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -47268.402344 Penalty: 641.324097
	Iteration 35Q: 3 clusters Score -47268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -47268.488281 Penalty: 641.324097
	Iteration 36Q: 3 clusters Score -47268.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -47268.488281 Penalty: 641.324097
	Iteration 37F: 3 clusters Score -47268.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -49572.082031 Penalty: 313.290680
	Iteration 0F: 2 clusters Score -49572.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -48778.578125 Penalty: 626.581360
	Iteration 0F: 3 clusters Score -48778.58 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49150.019531 Penalty: 626.581360
	Iteration 1F: 3 clusters Score -49150.02 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -49297.429688 Penalty: 626.581360
	Iteration 2F: 3 clusters Score -49297.43 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -49350.160156 Penalty: 626.581360
	Iteration 3F: 3 clusters Score -49350.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -49381.546875 Penalty: 626.581360
	Iteration 4Q: 3 clusters Score -49381.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -49404.003906 Penalty: 626.581360
	Iteration 5Q: 3 clusters Score -49404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -49420.050781 Penalty: 626.581360
	Iteration 6Q: 3 clusters Score -49420.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -49432.062500 Penalty: 626.581360
	Iteration 7Q: 3 clusters Score -49432.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -49434.472656 Penalty: 626.581360
	Iteration 8Q: 3 clusters Score -49434.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -49436.457031 Penalty: 626.581360
	Iteration 9Q: 3 clusters Score -49436.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -49437.796875 Penalty: 626.581360
	Iteration 10Q: 3 clusters Score -49437.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -49440.320312 Penalty: 626.581360
	Iteration 11Q: 3 clusters Score -49440.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -49441.238281 Penalty: 626.581360
	Iteration 12Q: 3 clusters Score -49441.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -49442.566406 Penalty: 626.581360
	Iteration 13Q: 3 clusters Score -49442.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -49444.488281 Penalty: 626.581360
	Iteration 14Q: 3 clusters Score -49444.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -49445.031250 Penalty: 626.581360
	Iteration 15Q: 3 clusters Score -49445.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -49445.031250 Penalty: 626.581360
	Iteration 16F: 3 clusters Score -49445.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -52003.386719 Penalty: 316.997009
	Iteration 0F: 2 clusters Score -52003.39 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 512 members 
Entering Unmasked Estep 
Score: -51137.726562 Penalty: 633.994019
	Iteration 0F: 3 clusters Score -51137.73 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -51505.871094 Penalty: 633.994019
	Iteration 1F: 3 clusters Score -51505.87 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -51642.320312 Penalty: 633.994019
	Iteration 2F: 3 clusters Score -51642.32 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -51743.125000 Penalty: 633.994019
	Iteration 3F: 3 clusters Score -51743.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -51808.613281 Penalty: 633.994019
	Iteration 4F: 3 clusters Score -51808.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -51849.367188 Penalty: 633.994019
	Iteration 5Q: 3 clusters Score -51849.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -51875.734375 Penalty: 633.994019
	Iteration 6Q: 3 clusters Score -51875.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51887.175781 Penalty: 633.994019
	Iteration 7Q: 3 clusters Score -51887.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -51904.578125 Penalty: 633.994019
	Iteration 8Q: 3 clusters Score -51904.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51933.730469 Penalty: 633.994019
	Iteration 9Q: 3 clusters Score -51933.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -51971.675781 Penalty: 633.994019
	Iteration 10Q: 3 clusters Score -51971.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51993.183594 Penalty: 633.994019
	Iteration 11Q: 3 clusters Score -51993.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52009.230469 Penalty: 633.994019
	Iteration 12Q: 3 clusters Score -52009.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52016.781250 Penalty: 633.994019
	Iteration 13Q: 3 clusters Score -52016.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52021.191406 Penalty: 633.994019
	Iteration 14Q: 3 clusters Score -52021.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52025.042969 Penalty: 633.994019
	Iteration 15Q: 3 clusters Score -52025.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52031.191406 Penalty: 633.994019
	Iteration 16Q: 3 clusters Score -52031.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52034.582031 Penalty: 633.994019
	Iteration 17Q: 3 clusters Score -52034.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52036.339844 Penalty: 633.994019
	Iteration 18Q: 3 clusters Score -52036.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52038.035156 Penalty: 633.994019
	Iteration 19Q: 3 clusters Score -52038.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52039.378906 Penalty: 633.994019
	Iteration 20F: 3 clusters Score -52039.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52039.714844 Penalty: 633.994019
	Iteration 21Q: 3 clusters Score -52039.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52040.136719 Penalty: 633.994019
	Iteration 22Q: 3 clusters Score -52040.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52040.593750 Penalty: 633.994019
	Iteration 23Q: 3 clusters Score -52040.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52040.593750 Penalty: 633.994019
	Iteration 24F: 3 clusters Score -52040.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 97793 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 97500 members 
Mstep: Class 14 contains 217004 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 41319 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 187662 members 
Mstep: Class 26 contains 4904 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 42893 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 151850 members 
Mstep: Class 32 contains 1298 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 27191 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37431 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173046 members 
Mstep: Class 43 contains 10913 members 
Mstep: Class 44 contains 21182 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7224 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 38558 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1098 members 
Mstep: Class 55 contains 342 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 195544 members 
Mstep: Class 65 contains 14244 members 
Mstep: Class 66 contains 94231 members 
Mstep: Class 67 contains 2288 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 60064 members 
Mstep: Class 72 contains 72817 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 209818 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90766800.000000 Penalty: 51429.734375
Splitting cluster 35 changes total score from -90766624.000000 to -90766800.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 36 (5777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Entering Unmasked Estep 
Score: -266734.625000 Penalty: 394.104614
	Iteration 0F: 2 clusters Score -266734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -262843.000000 Penalty: 788.209229
	Iteration 0F: 3 clusters Score -262843 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -264291.375000 Penalty: 788.209229
	Iteration 1F: 3 clusters Score -264291.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -264440.156250 Penalty: 788.209229
	Iteration 2F: 3 clusters Score -264440.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -264625.000000 Penalty: 788.209229
	Iteration 3F: 3 clusters Score -264625 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -264844.406250 Penalty: 788.209229
	Iteration 4F: 3 clusters Score -264844.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -265100.687500 Penalty: 788.209229
	Iteration 5F: 3 clusters Score -265100.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -265329.593750 Penalty: 788.209229
	Iteration 6F: 3 clusters Score -265329.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -265450.718750 Penalty: 788.209229
	Iteration 7Q: 3 clusters Score -265450.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -265504.875000 Penalty: 788.209229
	Iteration 8Q: 3 clusters Score -265504.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -265536.812500 Penalty: 788.209229
	Iteration 9Q: 3 clusters Score -265536.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -265572.031250 Penalty: 788.209229
	Iteration 10Q: 3 clusters Score -265572 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -265618.687500 Penalty: 788.209229
	Iteration 11Q: 3 clusters Score -265618.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -265670.093750 Penalty: 788.209229
	Iteration 12Q: 3 clusters Score -265670.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -265722.250000 Penalty: 788.209229
	Iteration 13Q: 3 clusters Score -265722.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -265768.875000 Penalty: 788.209229
	Iteration 14Q: 3 clusters Score -265768.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -265808.062500 Penalty: 788.209229
	Iteration 15Q: 3 clusters Score -265808.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -265852.781250 Penalty: 788.209229
	Iteration 16Q: 3 clusters Score -265852.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -265889.125000 Penalty: 788.209229
	Iteration 17Q: 3 clusters Score -265889.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -265941.625000 Penalty: 788.209229
	Iteration 18Q: 3 clusters Score -265941.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -265998.375000 Penalty: 788.209229
	Iteration 19Q: 3 clusters Score -265998.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -266065.437500 Penalty: 788.209229
	Iteration 20F: 3 clusters Score -266065.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -266136.656250 Penalty: 788.209229
	Iteration 21Q: 3 clusters Score -266136.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -266208.718750 Penalty: 788.209229
	Iteration 22Q: 3 clusters Score -266208.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -266256.281250 Penalty: 788.209229
	Iteration 23Q: 3 clusters Score -266256.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -266297.000000 Penalty: 788.209229
	Iteration 24Q: 3 clusters Score -266297 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -266336.312500 Penalty: 788.209229
	Iteration 25Q: 3 clusters Score -266336.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -266368.156250 Penalty: 788.209229
	Iteration 26Q: 3 clusters Score -266368.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -266399.843750 Penalty: 788.209229
	Iteration 27Q: 3 clusters Score -266399.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -266429.093750 Penalty: 788.209229
	Iteration 28Q: 3 clusters Score -266429.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -266448.218750 Penalty: 788.209229
	Iteration 29Q: 3 clusters Score -266448.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -266463.843750 Penalty: 788.209229
	Iteration 30Q: 3 clusters Score -266463.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -266475.406250 Penalty: 788.209229
	Iteration 31Q: 3 clusters Score -266475.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -266486.031250 Penalty: 788.209229
	Iteration 32Q: 3 clusters Score -266486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -266499.062500 Penalty: 788.209229
	Iteration 33Q: 3 clusters Score -266499.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -266512.375000 Penalty: 788.209229
	Iteration 34Q: 3 clusters Score -266512.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -266517.000000 Penalty: 788.209229
	Iteration 35Q: 3 clusters Score -266517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -266520.093750 Penalty: 788.209229
	Iteration 36Q: 3 clusters Score -266520.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -266521.906250 Penalty: 788.209229
	Iteration 37Q: 3 clusters Score -266521.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -266522.906250 Penalty: 788.209229
	Iteration 38Q: 3 clusters Score -266522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -266523.562500 Penalty: 788.209229
	Iteration 39Q: 3 clusters Score -266523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -266526.750000 Penalty: 788.209229
	Iteration 40F: 3 clusters Score -266526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -266527.312500 Penalty: 788.209229
	Iteration 41Q: 3 clusters Score -266527.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -266527.937500 Penalty: 788.209229
	Iteration 42Q: 3 clusters Score -266527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -266527.718750 Penalty: 788.209229
	Iteration 43Q: 3 clusters Score -266527.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -266528.687500 Penalty: 788.209229
	Iteration 44Q: 3 clusters Score -266528.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -266530.562500 Penalty: 788.209229
	Iteration 45Q: 3 clusters Score -266530.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -266531.843750 Penalty: 788.209229
	Iteration 46Q: 3 clusters Score -266531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -266532.531250 Penalty: 788.209229
	Iteration 47Q: 3 clusters Score -266532.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -266534.000000 Penalty: 788.209229
	Iteration 48Q: 3 clusters Score -266534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -266534.000000 Penalty: 788.209229
	Iteration 49Q: 3 clusters Score -266534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -266534.125000 Penalty: 788.209229
	Iteration 50Q: 3 clusters Score -266534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -266534.500000 Penalty: 788.209229
	Iteration 51Q: 3 clusters Score -266534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -266534.656250 Penalty: 788.209229
	Iteration 52Q: 3 clusters Score -266534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -266534.406250 Penalty: 788.209229
	Iteration 53Q: 3 clusters Score -266534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -266534.718750 Penalty: 788.209229
	Iteration 54Q: 3 clusters Score -266534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -266534.718750 Penalty: 788.209229
	Iteration 55F: 3 clusters Score -266534.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (27191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Entering Unmasked Estep 
Score: -1344860.500000 Penalty: 464.584167
	Iteration 0F: 2 clusters Score -1344860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1326940.500000 Penalty: 929.168335
	Iteration 0F: 3 clusters Score -1326940 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1334860.125000 Penalty: 929.168335
	Iteration 1F: 3 clusters Score -1334860 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1335793.750000 Penalty: 929.168335
	Iteration 2F: 3 clusters Score -1335794 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -1337295.125000 Penalty: 929.168335
	Iteration 3F: 3 clusters Score -1337295 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -1339459.125000 Penalty: 929.168335
	Iteration 4F: 3 clusters Score -1339459 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -1341781.500000 Penalty: 929.168335
	Iteration 5F: 3 clusters Score -1341782 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -1343380.125000 Penalty: 929.168335
	Iteration 6F: 3 clusters Score -1343380 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -1344070.625000 Penalty: 929.168335
	Iteration 7Q: 3 clusters Score -1344071 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -1344310.000000 Penalty: 929.168335
	Iteration 8Q: 3 clusters Score -1344310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -1344386.750000 Penalty: 929.168335
	Iteration 9Q: 3 clusters Score -1344387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -1344412.125000 Penalty: 929.168335
	Iteration 10Q: 3 clusters Score -1344412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -1344419.125000 Penalty: 929.168335
	Iteration 11Q: 3 clusters Score -1344419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -1344422.125000 Penalty: 929.168335
	Iteration 12Q: 3 clusters Score -1344422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -1344429.625000 Penalty: 929.168335
	Iteration 13Q: 3 clusters Score -1344430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -1344438.875000 Penalty: 929.168335
	Iteration 14Q: 3 clusters Score -1344439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -1344438.500000 Penalty: 929.168335
	Iteration 15Q: 3 clusters Score -1344438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -1344440.375000 Penalty: 929.168335
	Iteration 16Q: 3 clusters Score -1344440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -1344442.125000 Penalty: 929.168335
	Iteration 17Q: 3 clusters Score -1344442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -1344443.500000 Penalty: 929.168335
	Iteration 18Q: 3 clusters Score -1344444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -1344447.125000 Penalty: 929.168335
	Iteration 19Q: 3 clusters Score -1344447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -1344449.125000 Penalty: 929.168335
	Iteration 20F: 3 clusters Score -1344449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -1344451.500000 Penalty: 929.168335
	Iteration 21Q: 3 clusters Score -1344452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -1344451.875000 Penalty: 929.168335
	Iteration 22Q: 3 clusters Score -1344452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -1344451.875000 Penalty: 929.168335
	Iteration 23F: 3 clusters Score -1344452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -43612.359375 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -43612.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42978.402344 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -42978.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -43149.714844 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -43149.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43179.328125 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -43179.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43197.875000 Penalty: 599.090271
	Iteration 3Q: 3 clusters Score -43197.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43209.562500 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -43209.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43218.347656 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -43218.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -43225.812500 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -43225.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43231.281250 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -43231.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -43242.171875 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -43242.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -43253.644531 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -43253.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -43277.425781 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -43277.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43302.960938 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -43302.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43316.691406 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -43316.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -43325.554688 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -43325.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -43334.605469 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -43334.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -43343.753906 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -43343.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43350.488281 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -43350.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -43352.343750 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -43352.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -43355.789062 Penalty: 599.090271
	Iteration 18Q: 3 clusters Score -43355.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -43358.183594 Penalty: 599.090271
	Iteration 19Q: 3 clusters Score -43358.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -43364.218750 Penalty: 599.090271
	Iteration 20F: 3 clusters Score -43364.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -43370.101562 Penalty: 599.090271
	Iteration 21Q: 3 clusters Score -43370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43372.921875 Penalty: 599.090271
	Iteration 22Q: 3 clusters Score -43372.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -43375.394531 Penalty: 599.090271
	Iteration 23Q: 3 clusters Score -43375.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43376.593750 Penalty: 599.090271
	Iteration 24Q: 3 clusters Score -43376.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43378.320312 Penalty: 599.090271
	Iteration 25Q: 3 clusters Score -43378.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -43379.492188 Penalty: 599.090271
	Iteration 26Q: 3 clusters Score -43379.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -43379.824219 Penalty: 599.090271
	Iteration 27Q: 3 clusters Score -43379.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -43380.093750 Penalty: 599.090271
	Iteration 28Q: 3 clusters Score -43380.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -43380.093750 Penalty: 599.090271
	Iteration 29F: 3 clusters Score -43380.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Entering Unmasked Estep 
Score: -1759888.500000 Penalty: 479.126587
	Iteration 0F: 2 clusters Score -1759888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -1734597.375000 Penalty: 958.253174
	Iteration 0F: 3 clusters Score -1734597 nChanged 18180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -1745489.250000 Penalty: 958.253174
	Iteration 1F: 3 clusters Score -1745489 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -1746190.875000 Penalty: 958.253174
	Iteration 2Q: 3 clusters Score -1746191 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -1747206.875000 Penalty: 958.253174
	Iteration 3F: 3 clusters Score -1747207 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -1748759.250000 Penalty: 958.253174
	Iteration 4F: 3 clusters Score -1748759 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -1750851.875000 Penalty: 958.253174
	Iteration 5F: 3 clusters Score -1750852 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -1753065.250000 Penalty: 958.253174
	Iteration 6F: 3 clusters Score -1753065 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -1754804.375000 Penalty: 958.253174
	Iteration 7F: 3 clusters Score -1754804 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -1755760.000000 Penalty: 958.253174
	Iteration 8Q: 3 clusters Score -1755760 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -1756262.500000 Penalty: 958.253174
	Iteration 9Q: 3 clusters Score -1756262 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -1756615.000000 Penalty: 958.253174
	Iteration 10Q: 3 clusters Score -1756615 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -1756928.875000 Penalty: 958.253174
	Iteration 11Q: 3 clusters Score -1756929 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -1757255.750000 Penalty: 958.253174
	Iteration 12Q: 3 clusters Score -1757256 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -1757583.000000 Penalty: 958.253174
	Iteration 13Q: 3 clusters Score -1757583 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -1757912.375000 Penalty: 958.253174
	Iteration 14Q: 3 clusters Score -1757912 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -1758203.125000 Penalty: 958.253174
	Iteration 15Q: 3 clusters Score -1758203 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -1758479.750000 Penalty: 958.253174
	Iteration 16Q: 3 clusters Score -1758480 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -1758733.000000 Penalty: 958.253174
	Iteration 17Q: 3 clusters Score -1758733 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -1758978.875000 Penalty: 958.253174
	Iteration 18Q: 3 clusters Score -1758979 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -1759150.625000 Penalty: 958.253174
	Iteration 19Q: 3 clusters Score -1759151 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -1759265.750000 Penalty: 958.253174
	Iteration 20F: 3 clusters Score -1759266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -1759335.000000 Penalty: 958.253174
	Iteration 21Q: 3 clusters Score -1759335 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -1759396.250000 Penalty: 958.253174
	Iteration 22Q: 3 clusters Score -1759396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -1759417.375000 Penalty: 958.253174
	Iteration 23Q: 3 clusters Score -1759417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -1759433.500000 Penalty: 958.253174
	Iteration 24Q: 3 clusters Score -1759434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -1759445.000000 Penalty: 958.253174
	Iteration 25Q: 3 clusters Score -1759445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -1759447.875000 Penalty: 958.253174
	Iteration 26Q: 3 clusters Score -1759448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -1759449.625000 Penalty: 958.253174
	Iteration 27Q: 3 clusters Score -1759450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -1759449.625000 Penalty: 958.253174
	Iteration 28F: 3 clusters Score -1759450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -13782.196289 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -13782.2 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 183 members 
Entering Unmasked Estep 
Score: -13383.405273 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -13383.41 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13497.138672 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -13497.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13529.662109 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -13529.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13542.277344 Penalty: 541.271179
	Iteration 3Q: 3 clusters Score -13542.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13553.499023 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -13553.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13575.071289 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -13575.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13581.178711 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -13581.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13585.541016 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -13585.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13587.119141 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -13587.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13587.635742 Penalty: 541.271179
	Iteration 9Q: 3 clusters Score -13587.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13588.735352 Penalty: 541.271179
	Iteration 10Q: 3 clusters Score -13588.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13588.735352 Penalty: 541.271179
	Iteration 11F: 3 clusters Score -13588.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -71946.468750 Penalty: 329.416931
	Iteration 0F: 2 clusters Score -71946.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -70893.593750 Penalty: 658.833862
	Iteration 0F: 3 clusters Score -70893.59 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -71272.406250 Penalty: 658.833862
	Iteration 1F: 3 clusters Score -71272.41 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -71343.179688 Penalty: 658.833862
	Iteration 2F: 3 clusters Score -71343.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -71405.062500 Penalty: 658.833862
	Iteration 3F: 3 clusters Score -71405.06 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -71465.742188 Penalty: 658.833862
	Iteration 4Q: 3 clusters Score -71465.74 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -71515.890625 Penalty: 658.833862
	Iteration 5Q: 3 clusters Score -71515.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -71555.359375 Penalty: 658.833862
	Iteration 6Q: 3 clusters Score -71555.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -71581.929688 Penalty: 658.833862
	Iteration 7Q: 3 clusters Score -71581.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -71607.656250 Penalty: 658.833862
	Iteration 8Q: 3 clusters Score -71607.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -71633.695312 Penalty: 658.833862
	Iteration 9Q: 3 clusters Score -71633.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -71664.046875 Penalty: 658.833862
	Iteration 10Q: 3 clusters Score -71664.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -71693.093750 Penalty: 658.833862
	Iteration 11Q: 3 clusters Score -71693.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -71719.007812 Penalty: 658.833862
	Iteration 12Q: 3 clusters Score -71719.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -71729.398438 Penalty: 658.833862
	Iteration 13Q: 3 clusters Score -71729.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -71736.992188 Penalty: 658.833862
	Iteration 14Q: 3 clusters Score -71736.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -71742.062500 Penalty: 658.833862
	Iteration 15Q: 3 clusters Score -71742.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -71747.210938 Penalty: 658.833862
	Iteration 16Q: 3 clusters Score -71747.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -71756.054688 Penalty: 658.833862
	Iteration 17Q: 3 clusters Score -71756.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -71763.070312 Penalty: 658.833862
	Iteration 18Q: 3 clusters Score -71763.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -71768.468750 Penalty: 658.833862
	Iteration 19Q: 3 clusters Score -71768.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -71775.039062 Penalty: 658.833862
	Iteration 20F: 3 clusters Score -71775.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -71783.789062 Penalty: 658.833862
	Iteration 21Q: 3 clusters Score -71783.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -71793.250000 Penalty: 658.833862
	Iteration 22Q: 3 clusters Score -71793.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -71804.101562 Penalty: 658.833862
	Iteration 23Q: 3 clusters Score -71804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -71809.226562 Penalty: 658.833862
	Iteration 24Q: 3 clusters Score -71809.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -71812.640625 Penalty: 658.833862
	Iteration 25Q: 3 clusters Score -71812.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -71814.289062 Penalty: 658.833862
	Iteration 26Q: 3 clusters Score -71814.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -71816.468750 Penalty: 658.833862
	Iteration 27Q: 3 clusters Score -71816.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -71817.429688 Penalty: 658.833862
	Iteration 28Q: 3 clusters Score -71817.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -71817.906250 Penalty: 658.833862
	Iteration 29Q: 3 clusters Score -71817.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -71817.906250 Penalty: 658.833862
	Iteration 30F: 3 clusters Score -71817.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (173046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173046 members 
Entering Unmasked Estep 
Score: -8596398.000000 Penalty: 548.789734
	Iteration 0F: 2 clusters Score -8596398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 86367 members 
Entering Unmasked Estep 
Score: -8479115.000000 Penalty: 1097.579468
	Iteration 0F: 3 clusters Score -8479115 nChanged 85059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -8531373.000000 Penalty: 1097.579468
	Iteration 1F: 3 clusters Score -8531373 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100771 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
Score: -8533999.000000 Penalty: 1097.579468
	Iteration 2Q: 3 clusters Score -8533999 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -8538614.000000 Penalty: 1097.579468
	Iteration 3F: 3 clusters Score -8538614 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119569 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -8546133.000000 Penalty: 1097.579468
	Iteration 4F: 3 clusters Score -8546133 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131008 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -8556357.000000 Penalty: 1097.579468
	Iteration 5F: 3 clusters Score -8556357 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140857 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -8567406.000000 Penalty: 1097.579468
	Iteration 6F: 3 clusters Score -8567406 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -8576801.000000 Penalty: 1097.579468
	Iteration 7F: 3 clusters Score -8576801 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148636 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -8583155.000000 Penalty: 1097.579468
	Iteration 8Q: 3 clusters Score -8583155 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148702 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -8586453.000000 Penalty: 1097.579468
	Iteration 9Q: 3 clusters Score -8586453 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148513 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -8588827.000000 Penalty: 1097.579468
	Iteration 10Q: 3 clusters Score -8588827 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147953 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -8590871.000000 Penalty: 1097.579468
	Iteration 11Q: 3 clusters Score -8590871 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147262 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -8592313.000000 Penalty: 1097.579468
	Iteration 12Q: 3 clusters Score -8592313 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146531 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -8593212.000000 Penalty: 1097.579468
	Iteration 13Q: 3 clusters Score -8593212 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145789 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -8593802.000000 Penalty: 1097.579468
	Iteration 14Q: 3 clusters Score -8593802 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145073 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -8594052.000000 Penalty: 1097.579468
	Iteration 15Q: 3 clusters Score -8594052 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144396 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -8594110.000000 Penalty: 1097.579468
	Iteration 16Q: 3 clusters Score -8594110 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143780 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -8594196.000000 Penalty: 1097.579468
	Iteration 17Q: 3 clusters Score -8594196 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143124 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -8594209.000000 Penalty: 1097.579468
	Iteration 18Q: 3 clusters Score -8594209 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -8594260.000000 Penalty: 1097.579468
	Iteration 19Q: 3 clusters Score -8594260 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -8594347.000000 Penalty: 1097.579468
	Iteration 20F: 3 clusters Score -8594347 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141083 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -8594406.000000 Penalty: 1097.579468
	Iteration 21Q: 3 clusters Score -8594406 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140319 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -8594341.000000 Penalty: 1097.579468
	Iteration 22Q: 3 clusters Score -8594341 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139550 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -8594299.000000 Penalty: 1097.579468
	Iteration 23Q: 3 clusters Score -8594299 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138800 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -8594290.000000 Penalty: 1097.579468
	Iteration 24Q: 3 clusters Score -8594290 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138029 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -8594269.000000 Penalty: 1097.579468
	Iteration 25Q: 3 clusters Score -8594269 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137236 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -8594237.000000 Penalty: 1097.579468
	Iteration 26Q: 3 clusters Score -8594237 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136446 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -8594199.000000 Penalty: 1097.579468
	Iteration 27Q: 3 clusters Score -8594199 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135634 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -8594170.000000 Penalty: 1097.579468
	Iteration 28Q: 3 clusters Score -8594170 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134778 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -8594180.000000 Penalty: 1097.579468
	Iteration 29Q: 3 clusters Score -8594180 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133949 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -8594165.000000 Penalty: 1097.579468
	Iteration 30Q: 3 clusters Score -8594165 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133098 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -8594186.000000 Penalty: 1097.579468
	Iteration 31Q: 3 clusters Score -8594186 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132245 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -8594130.000000 Penalty: 1097.579468
	Iteration 32Q: 3 clusters Score -8594130 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131390 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -8594108.000000 Penalty: 1097.579468
	Iteration 33Q: 3 clusters Score -8594108 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130567 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -8594115.000000 Penalty: 1097.579468
	Iteration 34Q: 3 clusters Score -8594115 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -8594044.000000 Penalty: 1097.579468
	Iteration 35Q: 3 clusters Score -8594044 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128981 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -8594044.000000 Penalty: 1097.579468
	Iteration 36Q: 3 clusters Score -8594044 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128221 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -8594030.000000 Penalty: 1097.579468
	Iteration 37Q: 3 clusters Score -8594030 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127456 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -8594044.000000 Penalty: 1097.579468
	Iteration 38Q: 3 clusters Score -8594044 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -8594011.000000 Penalty: 1097.579468
	Iteration 39Q: 3 clusters Score -8594011 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126092 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -8593951.000000 Penalty: 1097.579468
	Iteration 40F: 3 clusters Score -8593951 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125420 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -8593918.000000 Penalty: 1097.579468
	Iteration 41Q: 3 clusters Score -8593918 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124755 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -8593877.000000 Penalty: 1097.579468
	Iteration 42Q: 3 clusters Score -8593877 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124088 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -8593876.000000 Penalty: 1097.579468
	Iteration 43Q: 3 clusters Score -8593876 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -8593775.000000 Penalty: 1097.579468
	Iteration 44Q: 3 clusters Score -8593775 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122749 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -8593758.000000 Penalty: 1097.579468
	Iteration 45Q: 3 clusters Score -8593758 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122045 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -8593693.000000 Penalty: 1097.579468
	Iteration 46Q: 3 clusters Score -8593693 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121341 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -8593704.000000 Penalty: 1097.579468
	Iteration 47Q: 3 clusters Score -8593704 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120636 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -8593705.000000 Penalty: 1097.579468
	Iteration 48Q: 3 clusters Score -8593705 nChanged 694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119942 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8593684 nChanged 631
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119311 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8593716 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118705 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8593734 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118087 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8593665 nChanged 595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8593628 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116889 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8593627 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116289 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8593587 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115673 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8593536 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115069 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8593520 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114495 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8593434 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113913 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8593374 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113321 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8593345 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112716 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8593316 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112070 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8593329 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8593251 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110841 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8593257 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110200 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8593205 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109563 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8593169 nChanged 618
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Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8593128 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108367 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8593167 nChanged 585
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Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8593119 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107159 members 
Mstep: Class 2 contains 65887 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8593098 nChanged 651
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8593089 nChanged 607
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8593051 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8593052 nChanged 644
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8593035 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8593023 nChanged 595
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Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8593037 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8592983 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8592976 nChanged 603
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8592958 nChanged 545
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8592937 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8592918 nChanged 484
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8592886 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99601 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8592906 nChanged 447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99154 members 
Mstep: Class 2 contains 73892 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8592849 nChanged 430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8592861 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98301 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8592825 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8592788 nChanged 474
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8592788 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8592787 nChanged 430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8592788 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8592783 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95721 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8592760 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8592760 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94943 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8592747 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94581 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8592725 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8592738 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8592724 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8592727 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8592732 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8592743 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 80471 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8592760 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92238 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8592742 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8592729 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8592716 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8592712 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8592728 nChanged 297
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Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8592732 nChanged 290
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Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8592765 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8592756 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89745 members 
Mstep: Class 2 contains 83301 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8592743 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8592695 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8592663 nChanged 289
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Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 84223 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8592631 nChanged 264
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Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8592636 nChanged 264
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Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8592674 nChanged 255
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Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 85006 members 
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	Iteration 116Q: 3 clusters Score -8592665 nChanged 257
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Mstep: Class 1 contains 87783 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8592667 nChanged 244
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Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 85507 members 
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	Iteration 118Q: 3 clusters Score -8592648 nChanged 203
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Mstep: Class 1 contains 87336 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8592630 nChanged 206
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Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8592622 nChanged 203
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Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 86119 members 
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	Iteration 121Q: 3 clusters Score -8592609 nChanged 213
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Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8592622 nChanged 177
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Mstep: Class 1 contains 86537 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8592604 nChanged 206
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Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8592624 nChanged 182
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Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 86897 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8592640 nChanged 171
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Mstep: Class 1 contains 85978 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8592611 nChanged 178
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Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8592623 nChanged 156
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Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8592606 nChanged 157
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Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8592605 nChanged 154
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Mstep: Class 1 contains 85333 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8592594 nChanged 127
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8592581 nChanged 141
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Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8592572 nChanged 142
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Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8592579 nChanged 129
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Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 88252 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8592561 nChanged 129
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Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8592535 nChanged 109
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Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 88490 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8592525 nChanged 128
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8592520 nChanged 126
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8592515 nChanged 119
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Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8592502 nChanged 100
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Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8592480 nChanged 111
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Entering Unmasked Estep 
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Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 89300 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 89503 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8592408 nChanged 83
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Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8592416 nChanged 74
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8592409 nChanged 69
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Entering Unmasked Estep 
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Mstep: Class 2 contains 90008 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 90507 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 90610 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 90745 members 
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	Iteration 159Q: 3 clusters Score -8592381 nChanged 117
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Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8592403 nChanged 103
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Mstep: Class 1 contains 82085 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 82000 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8592396 nChanged 79
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8592384 nChanged 78
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8592365 nChanged 16
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	Iteration 180F: 3 clusters Score -8592357 nChanged 9
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8592359 nChanged 11
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8592355 nChanged 14
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8592349 nChanged 9
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Mstep: Class 1 contains 81301 members 
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	Iteration 184Q: 3 clusters Score -8592349 nChanged 11
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8592342 nChanged 13
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8592338 nChanged 7
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8592335 nChanged 5
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8592333 nChanged 5
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	Iteration 189Q: 3 clusters Score -8592337 nChanged 6
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	Iteration 190Q: 3 clusters Score -8592343 nChanged 8
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Mstep: Class 2 contains 91800 members 
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	Iteration 191Q: 3 clusters Score -8592337 nChanged 9
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	Iteration 192Q: 3 clusters Score -8592341 nChanged 10
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	Iteration 193Q: 3 clusters Score -8592347 nChanged 12
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	Iteration 194Q: 3 clusters Score -8592346 nChanged 10
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	Iteration 195Q: 3 clusters Score -8592353 nChanged 14
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	Iteration 196Q: 3 clusters Score -8592352 nChanged 19
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	Iteration 197Q: 3 clusters Score -8592347 nChanged 21
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	Iteration 198Q: 3 clusters Score -8592346 nChanged 22
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	Iteration 199Q: 3 clusters Score -8592346 nChanged 28
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8592344 nChanged 22
Entering Unmasked Mstep 
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	Iteration 201Q: 3 clusters Score -8592337 nChanged 21
Entering Unmasked Mstep 
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	Iteration 202Q: 3 clusters Score -8592336 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8592336 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81012 members 
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	Iteration 204Q: 3 clusters Score -8592327 nChanged 34
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8592328 nChanged 30
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8592319 nChanged 22
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8592315 nChanged 28
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	Iteration 208Q: 3 clusters Score -8592323 nChanged 29
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	Iteration 209Q: 3 clusters Score -8592323 nChanged 23
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	Iteration 210Q: 3 clusters Score -8592315 nChanged 22
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	Iteration 211Q: 3 clusters Score -8592308 nChanged 14
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	Iteration 212Q: 3 clusters Score -8592299 nChanged 14
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	Iteration 213Q: 3 clusters Score -8592296 nChanged 24
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	Iteration 214Q: 3 clusters Score -8592301 nChanged 23
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	Iteration 215Q: 3 clusters Score -8592296 nChanged 20
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	Iteration 216Q: 3 clusters Score -8592303 nChanged 21
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	Iteration 217Q: 3 clusters Score -8592302 nChanged 11
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	Iteration 218Q: 3 clusters Score -8592304 nChanged 13
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	Iteration 219Q: 3 clusters Score -8592296 nChanged 21
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	Iteration 220F: 3 clusters Score -8592302 nChanged 21
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	Iteration 221Q: 3 clusters Score -8592293 nChanged 14
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	Iteration 222Q: 3 clusters Score -8592286 nChanged 17
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	Iteration 223Q: 3 clusters Score -8592284 nChanged 16
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	Iteration 224Q: 3 clusters Score -8592280 nChanged 14
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	Iteration 225Q: 3 clusters Score -8592282 nChanged 14
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	Iteration 226Q: 3 clusters Score -8592287 nChanged 7
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	Iteration 227Q: 3 clusters Score -8592289 nChanged 8
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	Iteration 228Q: 3 clusters Score -8592294 nChanged 2
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	Iteration 229Q: 3 clusters Score -8592293 nChanged 3
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	Iteration 230Q: 3 clusters Score -8592292 nChanged 1
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	Iteration 231Q: 3 clusters Score -8592292 nChanged 3
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	Iteration 232Q: 3 clusters Score -8592290 nChanged 1
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Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -8592295.000000 Penalty: 1097.579468
	Iteration 233Q: 3 clusters Score -8592295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -8592305.000000 Penalty: 1097.579468
	Iteration 234Q: 3 clusters Score -8592305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 92505 members 
Entering Unmasked Estep 
Score: -8592307.000000 Penalty: 1097.579468
	Iteration 235Q: 3 clusters Score -8592307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -8592310.000000 Penalty: 1097.579468
	Iteration 236Q: 3 clusters Score -8592310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -8592304.000000 Penalty: 1097.579468
	Iteration 237Q: 3 clusters Score -8592304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -8592304.000000 Penalty: 1097.579468
	Iteration 238F: 3 clusters Score -8592304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Entering Unmasked Estep 
Score: -509882.656250 Penalty: 423.045837
	Iteration 0F: 2 clusters Score -509882.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -502724.656250 Penalty: 846.091675
	Iteration 0F: 3 clusters Score -502724.7 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -505792.718750 Penalty: 846.091675
	Iteration 1F: 3 clusters Score -505792.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -506327.656250 Penalty: 846.091675
	Iteration 2F: 3 clusters Score -506327.7 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -506970.968750 Penalty: 846.091675
	Iteration 3F: 3 clusters Score -506971 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -507574.093750 Penalty: 846.091675
	Iteration 4F: 3 clusters Score -507574.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -508054.093750 Penalty: 846.091675
	Iteration 5F: 3 clusters Score -508054.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -508358.468750 Penalty: 846.091675
	Iteration 6Q: 3 clusters Score -508358.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -508557.812500 Penalty: 846.091675
	Iteration 7Q: 3 clusters Score -508557.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -508729.875000 Penalty: 846.091675
	Iteration 8Q: 3 clusters Score -508729.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -508863.687500 Penalty: 846.091675
	Iteration 9Q: 3 clusters Score -508863.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -508975.843750 Penalty: 846.091675
	Iteration 10Q: 3 clusters Score -508975.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -509101.406250 Penalty: 846.091675
	Iteration 11Q: 3 clusters Score -509101.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -509216.812500 Penalty: 846.091675
	Iteration 12Q: 3 clusters Score -509216.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -509306.125000 Penalty: 846.091675
	Iteration 13Q: 3 clusters Score -509306.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -509362.093750 Penalty: 846.091675
	Iteration 14Q: 3 clusters Score -509362.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -509400.125000 Penalty: 846.091675
	Iteration 15Q: 3 clusters Score -509400.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -509436.281250 Penalty: 846.091675
	Iteration 16Q: 3 clusters Score -509436.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -509467.937500 Penalty: 846.091675
	Iteration 17Q: 3 clusters Score -509467.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -509494.937500 Penalty: 846.091675
	Iteration 18Q: 3 clusters Score -509494.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -509505.906250 Penalty: 846.091675
	Iteration 19Q: 3 clusters Score -509505.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -509511.625000 Penalty: 846.091675
	Iteration 20F: 3 clusters Score -509511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -509517.031250 Penalty: 846.091675
	Iteration 21Q: 3 clusters Score -509517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -509521.218750 Penalty: 846.091675
	Iteration 22Q: 3 clusters Score -509521.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -509525.218750 Penalty: 846.091675
	Iteration 23Q: 3 clusters Score -509525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -509528.906250 Penalty: 846.091675
	Iteration 24Q: 3 clusters Score -509528.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -509534.250000 Penalty: 846.091675
	Iteration 25Q: 3 clusters Score -509534.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -509537.218750 Penalty: 846.091675
	Iteration 26Q: 3 clusters Score -509537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -509541.531250 Penalty: 846.091675
	Iteration 27Q: 3 clusters Score -509541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -509543.656250 Penalty: 846.091675
	Iteration 28Q: 3 clusters Score -509543.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -509543.656250 Penalty: 846.091675
	Iteration 29F: 3 clusters Score -509543.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (21182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Entering Unmasked Estep 
Score: -1070064.125000 Penalty: 453.221252
	Iteration 0F: 2 clusters Score -1070064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1055730.250000 Penalty: 906.442505
	Iteration 0F: 3 clusters Score -1055730 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1061953.875000 Penalty: 906.442505
	Iteration 1F: 3 clusters Score -1061954 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1062414.125000 Penalty: 906.442505
	Iteration 2F: 3 clusters Score -1062414 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1063085.500000 Penalty: 906.442505
	Iteration 3F: 3 clusters Score -1063086 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1064108.000000 Penalty: 906.442505
	Iteration 4F: 3 clusters Score -1064108 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1065490.750000 Penalty: 906.442505
	Iteration 5F: 3 clusters Score -1065491 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1067111.875000 Penalty: 906.442505
	Iteration 6F: 3 clusters Score -1067112 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1068337.250000 Penalty: 906.442505
	Iteration 7F: 3 clusters Score -1068337 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1068998.125000 Penalty: 906.442505
	Iteration 8Q: 3 clusters Score -1068998 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1069365.250000 Penalty: 906.442505
	Iteration 9Q: 3 clusters Score -1069365 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1069522.500000 Penalty: 906.442505
	Iteration 10Q: 3 clusters Score -1069522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1069576.250000 Penalty: 906.442505
	Iteration 11Q: 3 clusters Score -1069576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1069608.750000 Penalty: 906.442505
	Iteration 12Q: 3 clusters Score -1069609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1069633.250000 Penalty: 906.442505
	Iteration 13Q: 3 clusters Score -1069633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1069653.250000 Penalty: 906.442505
	Iteration 14Q: 3 clusters Score -1069653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1069661.375000 Penalty: 906.442505
	Iteration 15Q: 3 clusters Score -1069661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1069667.875000 Penalty: 906.442505
	Iteration 16Q: 3 clusters Score -1069668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1069671.000000 Penalty: 906.442505
	Iteration 17Q: 3 clusters Score -1069671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1069674.750000 Penalty: 906.442505
	Iteration 18Q: 3 clusters Score -1069675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1069675.000000 Penalty: 906.442505
	Iteration 19Q: 3 clusters Score -1069675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1069675.000000 Penalty: 906.442505
	Iteration 20F: 3 clusters Score -1069675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -7069.567871 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7069.568 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 63 members 
Entering Unmasked Estep 
Score: -6844.250977 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -6844.251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6948.329590 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -6948.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6955.997559 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -6955.998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6957.152344 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -6957.152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6957.152344 Penalty: 452.882751
	Iteration 4F: 3 clusters Score -6957.152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -37666.511719 Penalty: 300.232147
	Iteration 0F: 2 clusters Score -37666.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37018.523438 Penalty: 600.464294
	Iteration 0F: 3 clusters Score -37018.52 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37206.402344 Penalty: 600.464294
	Iteration 1F: 3 clusters Score -37206.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37263.324219 Penalty: 600.464294
	Iteration 2F: 3 clusters Score -37263.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37313.144531 Penalty: 600.464294
	Iteration 3F: 3 clusters Score -37313.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37343.468750 Penalty: 600.464294
	Iteration 4F: 3 clusters Score -37343.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37351.140625 Penalty: 600.464294
	Iteration 5Q: 3 clusters Score -37351.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37357.382812 Penalty: 600.464294
	Iteration 6Q: 3 clusters Score -37357.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37368.445312 Penalty: 600.464294
	Iteration 7Q: 3 clusters Score -37368.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37380.359375 Penalty: 600.464294
	Iteration 8Q: 3 clusters Score -37380.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37396.066406 Penalty: 600.464294
	Iteration 9Q: 3 clusters Score -37396.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37418.007812 Penalty: 600.464294
	Iteration 10Q: 3 clusters Score -37418.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37430.117188 Penalty: 600.464294
	Iteration 11Q: 3 clusters Score -37430.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37436.441406 Penalty: 600.464294
	Iteration 12Q: 3 clusters Score -37436.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37443.367188 Penalty: 600.464294
	Iteration 13Q: 3 clusters Score -37443.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37448.675781 Penalty: 600.464294
	Iteration 14Q: 3 clusters Score -37448.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37451.910156 Penalty: 600.464294
	Iteration 15Q: 3 clusters Score -37451.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37453.128906 Penalty: 600.464294
	Iteration 16Q: 3 clusters Score -37453.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37455.277344 Penalty: 600.464294
	Iteration 17Q: 3 clusters Score -37455.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37456.878906 Penalty: 600.464294
	Iteration 18Q: 3 clusters Score -37456.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37457.867188 Penalty: 600.464294
	Iteration 19Q: 3 clusters Score -37457.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37459.734375 Penalty: 600.464294
	Iteration 20F: 3 clusters Score -37459.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37461.542969 Penalty: 600.464294
	Iteration 21Q: 3 clusters Score -37461.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37461.921875 Penalty: 600.464294
	Iteration 22Q: 3 clusters Score -37461.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37462.652344 Penalty: 600.464294
	Iteration 23Q: 3 clusters Score -37462.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37464.042969 Penalty: 600.464294
	Iteration 24Q: 3 clusters Score -37464.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37469.324219 Penalty: 600.464294
	Iteration 25Q: 3 clusters Score -37469.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37481.000000 Penalty: 600.464294
	Iteration 26Q: 3 clusters Score -37481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37487.910156 Penalty: 600.464294
	Iteration 27Q: 3 clusters Score -37487.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37494.058594 Penalty: 600.464294
	Iteration 28Q: 3 clusters Score -37494.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37499.750000 Penalty: 600.464294
	Iteration 29Q: 3 clusters Score -37499.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37503.308594 Penalty: 600.464294
	Iteration 30Q: 3 clusters Score -37503.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37506.238281 Penalty: 600.464294
	Iteration 31Q: 3 clusters Score -37506.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37509.617188 Penalty: 600.464294
	Iteration 32Q: 3 clusters Score -37509.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37520.449219 Penalty: 600.464294
	Iteration 33Q: 3 clusters Score -37520.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37525.187500 Penalty: 600.464294
	Iteration 34Q: 3 clusters Score -37525.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37527.859375 Penalty: 600.464294
	Iteration 35Q: 3 clusters Score -37527.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37530.425781 Penalty: 600.464294
	Iteration 36Q: 3 clusters Score -37530.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37531.015625 Penalty: 600.464294
	Iteration 37Q: 3 clusters Score -37531.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37531.507812 Penalty: 600.464294
	Iteration 38F: 3 clusters Score -37531.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37532.488281 Penalty: 600.464294
	Iteration 39Q: 3 clusters Score -37532.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37533.859375 Penalty: 600.464294
	Iteration 40F: 3 clusters Score -37533.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37535.667969 Penalty: 600.464294
	Iteration 41Q: 3 clusters Score -37535.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37536.019531 Penalty: 600.464294
	Iteration 42Q: 3 clusters Score -37536.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37538.566406 Penalty: 600.464294
	Iteration 43Q: 3 clusters Score -37538.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37555.035156 Penalty: 600.464294
	Iteration 44Q: 3 clusters Score -37555.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37573.328125 Penalty: 600.464294
	Iteration 45Q: 3 clusters Score -37573.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37582.105469 Penalty: 600.464294
	Iteration 46Q: 3 clusters Score -37582.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37585.347656 Penalty: 600.464294
	Iteration 47Q: 3 clusters Score -37585.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37586.343750 Penalty: 600.464294
	Iteration 48Q: 3 clusters Score -37586.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37587.097656 Penalty: 600.464294
	Iteration 49Q: 3 clusters Score -37587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37588.003906 Penalty: 600.464294
	Iteration 50Q: 3 clusters Score -37588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37588.003906 Penalty: 600.464294
	Iteration 51F: 3 clusters Score -37588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (7224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Entering Unmasked Estep 
Score: -356207.312500 Penalty: 404.274963
	Iteration 0F: 2 clusters Score -356207.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -351344.562500 Penalty: 808.549927
	Iteration 0F: 3 clusters Score -351344.6 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -353323.156250 Penalty: 808.549927
	Iteration 1F: 3 clusters Score -353323.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -353670.656250 Penalty: 808.549927
	Iteration 2F: 3 clusters Score -353670.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -354166.218750 Penalty: 808.549927
	Iteration 3F: 3 clusters Score -354166.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -354716.531250 Penalty: 808.549927
	Iteration 4F: 3 clusters Score -354716.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -355243.843750 Penalty: 808.549927
	Iteration 5F: 3 clusters Score -355243.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -355584.000000 Penalty: 808.549927
	Iteration 6Q: 3 clusters Score -355584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -355731.625000 Penalty: 808.549927
	Iteration 7Q: 3 clusters Score -355731.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -355791.843750 Penalty: 808.549927
	Iteration 8Q: 3 clusters Score -355791.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -355823.156250 Penalty: 808.549927
	Iteration 9Q: 3 clusters Score -355823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -355832.312500 Penalty: 808.549927
	Iteration 10Q: 3 clusters Score -355832.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -355837.718750 Penalty: 808.549927
	Iteration 11Q: 3 clusters Score -355837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -355843.812500 Penalty: 808.549927
	Iteration 12Q: 3 clusters Score -355843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -355854.781250 Penalty: 808.549927
	Iteration 13Q: 3 clusters Score -355854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -355860.375000 Penalty: 808.549927
	Iteration 14Q: 3 clusters Score -355860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -355861.531250 Penalty: 808.549927
	Iteration 15Q: 3 clusters Score -355861.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -355861.531250 Penalty: 808.549927
	Iteration 16F: 3 clusters Score -355861.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -12298.885742 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -12298.89 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: -11842.496094 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -11842.5 nChanged 156
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: -11983.099609 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -11983.1 nChanged 32
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: -12017.784180 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -12017.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -12047.230469 Penalty: 554.309204
	Iteration 3F: 3 clusters Score -12047.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12071.073242 Penalty: 554.309204
	Iteration 4Q: 3 clusters Score -12071.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12085.835938 Penalty: 554.309204
	Iteration 5Q: 3 clusters Score -12085.84 nChanged 9
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: -12096.621094 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -12096.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -12111.702148 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -12111.7 nChanged 13
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: -12126.819336 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -12126.82 nChanged 7
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: -12135.210938 Penalty: 554.309204
	Iteration 9Q: 3 clusters Score -12135.21 nChanged 6
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: -12140.835938 Penalty: 554.309204
	Iteration 10Q: 3 clusters Score -12140.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12146.532227 Penalty: 554.309204
	Iteration 11Q: 3 clusters Score -12146.53 nChanged 5
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: -12157.321289 Penalty: 554.309204
	Iteration 12Q: 3 clusters Score -12157.32 nChanged 10
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: -12186.213867 Penalty: 554.309204
	Iteration 13Q: 3 clusters Score -12186.21 nChanged 15
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: -12206.793945 Penalty: 554.309204
	Iteration 14Q: 3 clusters Score -12206.79 nChanged 8
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: -12214.295898 Penalty: 554.309204
	Iteration 15Q: 3 clusters Score -12214.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12219.108398 Penalty: 554.309204
	Iteration 16Q: 3 clusters Score -12219.11 nChanged 5
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: -12224.651367 Penalty: 554.309204
	Iteration 17Q: 3 clusters Score -12224.65 nChanged 4
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: -12226.438477 Penalty: 554.309204
	Iteration 18Q: 3 clusters Score -12226.44 nChanged 2
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: -12226.838867 Penalty: 554.309204
	Iteration 19Q: 3 clusters Score -12226.84 nChanged 2
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: -12227.310547 Penalty: 554.309204
	Iteration 20F: 3 clusters Score -12227.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -14547.900391 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -14547.9 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 130 members 
Entering Unmasked Estep 
Score: -14208.539062 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -14208.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14295.484375 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -14295.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14331.189453 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -14331.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14343.358398 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -14343.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14353.024414 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -14353.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14369.177734 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -14369.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14378.903320 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -14378.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14390.281250 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -14390.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14399.770508 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -14399.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14407.944336 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -14407.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14413.191406 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -14413.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14423.188477 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -14423.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14447.481445 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -14447.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14457.775391 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -14457.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14465.884766 Penalty: 509.456421
	Iteration 14Q: 3 clusters Score -14465.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14472.804688 Penalty: 509.456421
	Iteration 15Q: 3 clusters Score -14472.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14493.462891 Penalty: 509.456421
	Iteration 16Q: 3 clusters Score -14493.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14503.935547 Penalty: 509.456421
	Iteration 17Q: 3 clusters Score -14503.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14515.745117 Penalty: 509.456421
	Iteration 18Q: 3 clusters Score -14515.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14520.105469 Penalty: 509.456421
	Iteration 19Q: 3 clusters Score -14520.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14531.662109 Penalty: 509.456421
	Iteration 20F: 3 clusters Score -14531.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5354.571777 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5354.572 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 57 members 
Entering Unmasked Estep 
Score: -5166.246094 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5166.246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5219.821289 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5219.821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5257.840820 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -5257.841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5280.113281 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5280.113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5285.381348 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5285.381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5292.013184 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -5292.013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5295.672852 Penalty: 427.743713
	Iteration 6Q: 3 clusters Score -5295.673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5296.470703 Penalty: 427.743713
	Iteration 7Q: 3 clusters Score -5296.471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5296.470703 Penalty: 427.743713
	Iteration 8F: 3 clusters Score -5296.471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (38558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Entering Unmasked Estep 
Score: -1993229.250000 Penalty: 480.476318
	Iteration 0F: 2 clusters Score -1993229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1967357.500000 Penalty: 960.952637
	Iteration 0F: 3 clusters Score -1967358 nChanged 18614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -1978654.500000 Penalty: 960.952637
	Iteration 1F: 3 clusters Score -1978654 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -1979101.375000 Penalty: 960.952637
	Iteration 2Q: 3 clusters Score -1979101 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -1979758.250000 Penalty: 960.952637
	Iteration 3Q: 3 clusters Score -1979758 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -1980780.875000 Penalty: 960.952637
	Iteration 4Q: 3 clusters Score -1980781 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -1982312.000000 Penalty: 960.952637
	Iteration 5F: 3 clusters Score -1982312 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -1984162.500000 Penalty: 960.952637
	Iteration 6F: 3 clusters Score -1984162 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -1985642.500000 Penalty: 960.952637
	Iteration 7F: 3 clusters Score -1985642 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -1986361.500000 Penalty: 960.952637
	Iteration 8Q: 3 clusters Score -1986362 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -1986740.500000 Penalty: 960.952637
	Iteration 9Q: 3 clusters Score -1986740 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -1987049.000000 Penalty: 960.952637
	Iteration 10Q: 3 clusters Score -1987049 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -1987436.750000 Penalty: 960.952637
	Iteration 11Q: 3 clusters Score -1987437 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -1987889.125000 Penalty: 960.952637
	Iteration 12Q: 3 clusters Score -1987889 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -1988448.000000 Penalty: 960.952637
	Iteration 13Q: 3 clusters Score -1988448 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -1989076.250000 Penalty: 960.952637
	Iteration 14Q: 3 clusters Score -1989076 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -1989605.625000 Penalty: 960.952637
	Iteration 15Q: 3 clusters Score -1989606 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -1990052.875000 Penalty: 960.952637
	Iteration 16Q: 3 clusters Score -1990053 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -1990457.125000 Penalty: 960.952637
	Iteration 17Q: 3 clusters Score -1990457 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -1990854.875000 Penalty: 960.952637
	Iteration 18Q: 3 clusters Score -1990855 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -1991207.125000 Penalty: 960.952637
	Iteration 19Q: 3 clusters Score -1991207 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -1991532.000000 Penalty: 960.952637
	Iteration 20F: 3 clusters Score -1991532 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -1991767.625000 Penalty: 960.952637
	Iteration 21Q: 3 clusters Score -1991768 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -1991989.750000 Penalty: 960.952637
	Iteration 22Q: 3 clusters Score -1991990 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -1992142.375000 Penalty: 960.952637
	Iteration 23Q: 3 clusters Score -1992142 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -1992238.250000 Penalty: 960.952637
	Iteration 24Q: 3 clusters Score -1992238 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -1992302.000000 Penalty: 960.952637
	Iteration 25Q: 3 clusters Score -1992302 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -1992342.500000 Penalty: 960.952637
	Iteration 26Q: 3 clusters Score -1992342 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -1992362.375000 Penalty: 960.952637
	Iteration 27Q: 3 clusters Score -1992362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -1992361.000000 Penalty: 960.952637
	Iteration 28Q: 3 clusters Score -1992361 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -1992374.875000 Penalty: 960.952637
	Iteration 29Q: 3 clusters Score -1992375 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -1992375.375000 Penalty: 960.952637
	Iteration 30Q: 3 clusters Score -1992375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -1992386.000000 Penalty: 960.952637
	Iteration 31Q: 3 clusters Score -1992386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -1992384.250000 Penalty: 960.952637
	Iteration 32Q: 3 clusters Score -1992384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -1992371.125000 Penalty: 960.952637
	Iteration 33Q: 3 clusters Score -1992371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -1992384.125000 Penalty: 960.952637
	Iteration 34Q: 3 clusters Score -1992384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -1992381.625000 Penalty: 960.952637
	Iteration 35Q: 3 clusters Score -1992382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -1992377.250000 Penalty: 960.952637
	Iteration 36Q: 3 clusters Score -1992377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -1992383.750000 Penalty: 960.952637
	Iteration 37Q: 3 clusters Score -1992384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -1992385.625000 Penalty: 960.952637
	Iteration 38Q: 3 clusters Score -1992386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -1992385.375000 Penalty: 960.952637
	Iteration 39Q: 3 clusters Score -1992385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -1992393.250000 Penalty: 960.952637
	Iteration 40F: 3 clusters Score -1992393 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -1992400.750000 Penalty: 960.952637
	Iteration 41Q: 3 clusters Score -1992401 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -1992385.875000 Penalty: 960.952637
	Iteration 42Q: 3 clusters Score -1992386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -1992393.500000 Penalty: 960.952637
	Iteration 43Q: 3 clusters Score -1992394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -1992395.125000 Penalty: 960.952637
	Iteration 44Q: 3 clusters Score -1992395 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -1992398.125000 Penalty: 960.952637
	Iteration 45Q: 3 clusters Score -1992398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -1992399.250000 Penalty: 960.952637
	Iteration 46Q: 3 clusters Score -1992399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -1992411.500000 Penalty: 960.952637
	Iteration 47Q: 3 clusters Score -1992412 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -1992400.125000 Penalty: 960.952637
	Iteration 48Q: 3 clusters Score -1992400 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -1992415.000000 Penalty: 960.952637
	Iteration 49Q: 3 clusters Score -1992415 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -1992409.875000 Penalty: 960.952637
	Iteration 50Q: 3 clusters Score -1992410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -1992410.250000 Penalty: 960.952637
	Iteration 51Q: 3 clusters Score -1992410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -1992415.500000 Penalty: 960.952637
	Iteration 52Q: 3 clusters Score -1992416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -1992418.500000 Penalty: 960.952637
	Iteration 53Q: 3 clusters Score -1992418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -1992416.500000 Penalty: 960.952637
	Iteration 54Q: 3 clusters Score -1992416 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -1992426.250000 Penalty: 960.952637
	Iteration 55Q: 3 clusters Score -1992426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -1992430.750000 Penalty: 960.952637
	Iteration 56Q: 3 clusters Score -1992431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -1992435.750000 Penalty: 960.952637
	Iteration 57Q: 3 clusters Score -1992436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -1992427.375000 Penalty: 960.952637
	Iteration 58Q: 3 clusters Score -1992427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -1992432.375000 Penalty: 960.952637
	Iteration 59Q: 3 clusters Score -1992432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -1992433.500000 Penalty: 960.952637
	Iteration 60F: 3 clusters Score -1992434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -1992436.625000 Penalty: 960.952637
	Iteration 61Q: 3 clusters Score -1992437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -1992436.125000 Penalty: 960.952637
	Iteration 62Q: 3 clusters Score -1992436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -1992441.875000 Penalty: 960.952637
	Iteration 63Q: 3 clusters Score -1992442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -1992439.625000 Penalty: 960.952637
	Iteration 64Q: 3 clusters Score -1992440 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -1992428.000000 Penalty: 960.952637
	Iteration 65Q: 3 clusters Score -1992428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -1992433.750000 Penalty: 960.952637
	Iteration 66Q: 3 clusters Score -1992434 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -1992425.750000 Penalty: 960.952637
	Iteration 67Q: 3 clusters Score -1992426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -1992426.500000 Penalty: 960.952637
	Iteration 68Q: 3 clusters Score -1992426 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -1992427.000000 Penalty: 960.952637
	Iteration 69Q: 3 clusters Score -1992427 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -1992435.375000 Penalty: 960.952637
	Iteration 70Q: 3 clusters Score -1992435 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -1992445.750000 Penalty: 960.952637
	Iteration 71Q: 3 clusters Score -1992446 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -1992448.500000 Penalty: 960.952637
	Iteration 72Q: 3 clusters Score -1992448 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -1992441.625000 Penalty: 960.952637
	Iteration 73Q: 3 clusters Score -1992442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -1992444.250000 Penalty: 960.952637
	Iteration 74Q: 3 clusters Score -1992444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -1992445.250000 Penalty: 960.952637
	Iteration 75Q: 3 clusters Score -1992445 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -1992453.375000 Penalty: 960.952637
	Iteration 76Q: 3 clusters Score -1992453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -1992448.875000 Penalty: 960.952637
	Iteration 77Q: 3 clusters Score -1992449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -1992451.375000 Penalty: 960.952637
	Iteration 78Q: 3 clusters Score -1992451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -1992452.875000 Penalty: 960.952637
	Iteration 79Q: 3 clusters Score -1992453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -1992452.625000 Penalty: 960.952637
	Iteration 80F: 3 clusters Score -1992453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -1992463.500000 Penalty: 960.952637
	Iteration 81Q: 3 clusters Score -1992464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -1992469.875000 Penalty: 960.952637
	Iteration 82Q: 3 clusters Score -1992470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -1992471.625000 Penalty: 960.952637
	Iteration 83Q: 3 clusters Score -1992472 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -1992472.250000 Penalty: 960.952637
	Iteration 84Q: 3 clusters Score -1992472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -1992471.375000 Penalty: 960.952637
	Iteration 85Q: 3 clusters Score -1992471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -1992482.750000 Penalty: 960.952637
	Iteration 86Q: 3 clusters Score -1992483 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -1992473.125000 Penalty: 960.952637
	Iteration 87Q: 3 clusters Score -1992473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -1992495.125000 Penalty: 960.952637
	Iteration 88Q: 3 clusters Score -1992495 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -1992492.000000 Penalty: 960.952637
	Iteration 89Q: 3 clusters Score -1992492 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -1992500.500000 Penalty: 960.952637
	Iteration 90Q: 3 clusters Score -1992500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -1992514.875000 Penalty: 960.952637
	Iteration 91Q: 3 clusters Score -1992515 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -1992519.625000 Penalty: 960.952637
	Iteration 92Q: 3 clusters Score -1992520 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -1992518.375000 Penalty: 960.952637
	Iteration 93Q: 3 clusters Score -1992518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -1992513.875000 Penalty: 960.952637
	Iteration 94Q: 3 clusters Score -1992514 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -1992539.250000 Penalty: 960.952637
	Iteration 95Q: 3 clusters Score -1992539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -1992540.750000 Penalty: 960.952637
	Iteration 96Q: 3 clusters Score -1992541 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -1992548.000000 Penalty: 960.952637
	Iteration 97Q: 3 clusters Score -1992548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -1992529.750000 Penalty: 960.952637
	Iteration 98Q: 3 clusters Score -1992530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -1992536.125000 Penalty: 960.952637
	Iteration 99Q: 3 clusters Score -1992536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -1992547.875000 Penalty: 960.952637
	Iteration 100F: 3 clusters Score -1992548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -1992549.250000 Penalty: 960.952637
	Iteration 101Q: 3 clusters Score -1992549 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -1992557.750000 Penalty: 960.952637
	Iteration 102Q: 3 clusters Score -1992558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -1992537.875000 Penalty: 960.952637
	Iteration 103Q: 3 clusters Score -1992538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -1992544.125000 Penalty: 960.952637
	Iteration 104Q: 3 clusters Score -1992544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -1992553.000000 Penalty: 960.952637
	Iteration 105Q: 3 clusters Score -1992553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -1992554.250000 Penalty: 960.952637
	Iteration 106Q: 3 clusters Score -1992554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -1992552.750000 Penalty: 960.952637
	Iteration 107Q: 3 clusters Score -1992553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -1992553.750000 Penalty: 960.952637
	Iteration 108Q: 3 clusters Score -1992554 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -1992556.125000 Penalty: 960.952637
	Iteration 109Q: 3 clusters Score -1992556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -1992560.125000 Penalty: 960.952637
	Iteration 110Q: 3 clusters Score -1992560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -1992564.750000 Penalty: 960.952637
	Iteration 111Q: 3 clusters Score -1992565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -1992563.875000 Penalty: 960.952637
	Iteration 112Q: 3 clusters Score -1992564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -1992560.500000 Penalty: 960.952637
	Iteration 113Q: 3 clusters Score -1992560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -1992550.375000 Penalty: 960.952637
	Iteration 114Q: 3 clusters Score -1992550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -1992562.625000 Penalty: 960.952637
	Iteration 115Q: 3 clusters Score -1992563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -1992559.125000 Penalty: 960.952637
	Iteration 116Q: 3 clusters Score -1992559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -1992555.625000 Penalty: 960.952637
	Iteration 117Q: 3 clusters Score -1992556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -1992557.125000 Penalty: 960.952637
	Iteration 118Q: 3 clusters Score -1992557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -1992561.875000 Penalty: 960.952637
	Iteration 119Q: 3 clusters Score -1992562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -1992564.000000 Penalty: 960.952637
	Iteration 120F: 3 clusters Score -1992564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -1992565.125000 Penalty: 960.952637
	Iteration 121Q: 3 clusters Score -1992565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -1992559.375000 Penalty: 960.952637
	Iteration 122Q: 3 clusters Score -1992559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -1992559.375000 Penalty: 960.952637
	Iteration 123F: 3 clusters Score -1992559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (63 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Entering Unmasked Estep 
Score: -2953.707764 Penalty: 188.512619
	Iteration 0F: 2 clusters Score -2953.708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2916.370361 Penalty: 377.025238
	Iteration 0F: 3 clusters Score -2916.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2959.678711 Penalty: 377.025238
	Iteration 1F: 3 clusters Score -2959.679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2962.441650 Penalty: 377.025238
	Iteration 2Q: 3 clusters Score -2962.442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2968.385254 Penalty: 377.025238
	Iteration 3Q: 3 clusters Score -2968.385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2973.449951 Penalty: 377.025238
	Iteration 4Q: 3 clusters Score -2973.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2973.449951 Penalty: 377.025238
	Iteration 5F: 3 clusters Score -2973.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 97793 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 97500 members 
Mstep: Class 14 contains 217004 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 41319 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 187662 members 
Mstep: Class 26 contains 4904 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 42893 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 151850 members 
Mstep: Class 32 contains 1298 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 27191 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37431 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173046 members 
Mstep: Class 43 contains 10913 members 
Mstep: Class 44 contains 21182 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7224 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 38558 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1098 members 
Mstep: Class 55 contains 342 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 59 contains 21 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 195544 members 
Mstep: Class 65 contains 14244 members 
Mstep: Class 66 contains 94231 members 
Mstep: Class 67 contains 2288 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 60064 members 
Mstep: Class 72 contains 72817 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 209818 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90766424.000000 Penalty: 52089.089844
Splitting cluster 52 changes total score from -90766624.000000 to -90766424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -6777.635742 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -6777.636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6535.722656 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -6535.723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6643.288574 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -6643.289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6718.140137 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -6718.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6744.906738 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -6744.907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6754.198242 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -6754.198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6760.502930 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -6760.503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6777.351074 Penalty: 449.037140
	Iteration 6Q: 3 clusters Score -6777.351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6788.673340 Penalty: 449.037140
	Iteration 7Q: 3 clusters Score -6788.673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6804.623535 Penalty: 449.037140
	Iteration 8Q: 3 clusters Score -6804.624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6817.015625 Penalty: 449.037140
	Iteration 9Q: 3 clusters Score -6817.016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6821.616211 Penalty: 449.037140
	Iteration 10Q: 3 clusters Score -6821.616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6821.616211 Penalty: 449.037140
	Iteration 11F: 3 clusters Score -6821.616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 97793 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 97500 members 
Mstep: Class 14 contains 217004 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 41319 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 187662 members 
Mstep: Class 26 contains 4904 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 42893 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 151850 members 
Mstep: Class 32 contains 1298 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 27191 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37431 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173046 members 
Mstep: Class 43 contains 10913 members 
Mstep: Class 44 contains 21182 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7224 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 38558 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 103 members 
Mstep: Class 54 contains 1098 members 
Mstep: Class 55 contains 342 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 59 contains 36 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 195544 members 
Mstep: Class 65 contains 14244 members 
Mstep: Class 66 contains 94231 members 
Mstep: Class 67 contains 2288 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 60064 members 
Mstep: Class 72 contains 72817 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 209818 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90766432.000000 Penalty: 52089.089844
Splitting cluster 53 changes total score from -90766624.000000 to -90766432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -49905.742188 Penalty: 318.556671
	Iteration 0F: 2 clusters Score -49905.74 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 544 members 
Entering Unmasked Estep 
Score: -49025.582031 Penalty: 637.113342
	Iteration 0F: 3 clusters Score -49025.58 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -49291.980469 Penalty: 637.113342
	Iteration 1F: 3 clusters Score -49291.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -49341.468750 Penalty: 637.113342
	Iteration 2F: 3 clusters Score -49341.47 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -49363.761719 Penalty: 637.113342
	Iteration 3Q: 3 clusters Score -49363.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -49378.097656 Penalty: 637.113342
	Iteration 4Q: 3 clusters Score -49378.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -49394.140625 Penalty: 637.113342
	Iteration 5Q: 3 clusters Score -49394.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -49413.992188 Penalty: 637.113342
	Iteration 6Q: 3 clusters Score -49413.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49425.679688 Penalty: 637.113342
	Iteration 7Q: 3 clusters Score -49425.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49436.382812 Penalty: 637.113342
	Iteration 8Q: 3 clusters Score -49436.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49448.535156 Penalty: 637.113342
	Iteration 9Q: 3 clusters Score -49448.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -49459.933594 Penalty: 637.113342
	Iteration 10Q: 3 clusters Score -49459.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49474.937500 Penalty: 637.113342
	Iteration 11Q: 3 clusters Score -49474.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49488.304688 Penalty: 637.113342
	Iteration 12Q: 3 clusters Score -49488.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49504.273438 Penalty: 637.113342
	Iteration 13Q: 3 clusters Score -49504.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49520.867188 Penalty: 637.113342
	Iteration 14Q: 3 clusters Score -49520.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49541.019531 Penalty: 637.113342
	Iteration 15Q: 3 clusters Score -49541.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49558.289062 Penalty: 637.113342
	Iteration 16Q: 3 clusters Score -49558.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49573.964844 Penalty: 637.113342
	Iteration 17Q: 3 clusters Score -49573.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49593.304688 Penalty: 637.113342
	Iteration 18Q: 3 clusters Score -49593.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49628.007812 Penalty: 637.113342
	Iteration 19Q: 3 clusters Score -49628.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49654.214844 Penalty: 637.113342
	Iteration 20F: 3 clusters Score -49654.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49680.289062 Penalty: 637.113342
	Iteration 21Q: 3 clusters Score -49680.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49703.710938 Penalty: 637.113342
	Iteration 22Q: 3 clusters Score -49703.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49718.210938 Penalty: 637.113342
	Iteration 23Q: 3 clusters Score -49718.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49726.000000 Penalty: 637.113342
	Iteration 24Q: 3 clusters Score -49726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49731.542969 Penalty: 637.113342
	Iteration 25Q: 3 clusters Score -49731.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49734.707031 Penalty: 637.113342
	Iteration 26Q: 3 clusters Score -49734.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49736.667969 Penalty: 637.113342
	Iteration 27Q: 3 clusters Score -49736.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49737.394531 Penalty: 637.113342
	Iteration 28Q: 3 clusters Score -49737.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -49738.175781 Penalty: 637.113342
	Iteration 29Q: 3 clusters Score -49738.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49741.144531 Penalty: 637.113342
	Iteration 30Q: 3 clusters Score -49741.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49745.082031 Penalty: 637.113342
	Iteration 31Q: 3 clusters Score -49745.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49750.000000 Penalty: 637.113342
	Iteration 32Q: 3 clusters Score -49750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49754.019531 Penalty: 637.113342
	Iteration 33Q: 3 clusters Score -49754.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49757.378906 Penalty: 637.113342
	Iteration 34Q: 3 clusters Score -49757.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49761.015625 Penalty: 637.113342
	Iteration 35Q: 3 clusters Score -49761.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -49762.457031 Penalty: 637.113342
	Iteration 36Q: 3 clusters Score -49762.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49762.964844 Penalty: 637.113342
	Iteration 37Q: 3 clusters Score -49762.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49764.109375 Penalty: 637.113342
	Iteration 38Q: 3 clusters Score -49764.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49765.109375 Penalty: 637.113342
	Iteration 39Q: 3 clusters Score -49765.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -49767.699219 Penalty: 637.113342
	Iteration 40F: 3 clusters Score -49767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -49770.093750 Penalty: 637.113342
	Iteration 41Q: 3 clusters Score -49770.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49771.453125 Penalty: 637.113342
	Iteration 42Q: 3 clusters Score -49771.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -49771.910156 Penalty: 637.113342
	Iteration 43Q: 3 clusters Score -49771.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49772.238281 Penalty: 637.113342
	Iteration 44Q: 3 clusters Score -49772.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -49772.460938 Penalty: 637.113342
	Iteration 45Q: 3 clusters Score -49772.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49772.882812 Penalty: 637.113342
	Iteration 46Q: 3 clusters Score -49772.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49772.882812 Penalty: 637.113342
	Iteration 47F: 3 clusters Score -49772.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -5976.597656 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -5976.598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5730.485352 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -5730.485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5778.136719 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -5778.137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5785.136230 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -5785.136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5785.769043 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -5785.769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5793.258789 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -5793.259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5793.258789 Penalty: 459.536926
	Iteration 5F: 3 clusters Score -5793.259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -7567.464355 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -7567.464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7331.500977 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -7331.501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7436.232910 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -7436.233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7446.957031 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -7446.957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7451.946777 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -7451.947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7457.489258 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -7457.489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7459.286133 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -7459.286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7460.780762 Penalty: 451.618896
	Iteration 6Q: 3 clusters Score -7460.781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7460.780762 Penalty: 451.618896
	Iteration 7F: 3 clusters Score -7460.781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -6960.136719 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -6960.137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6707.644531 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -6707.645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6802.050781 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -6802.051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6825.707520 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -6825.708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6842.387207 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -6842.387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6844.474609 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -6844.475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6849.798340 Penalty: 450.980286
	Iteration 5Q: 3 clusters Score -6849.798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6851.532227 Penalty: 450.980286
	Iteration 6Q: 3 clusters Score -6851.532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6851.532227 Penalty: 450.980286
	Iteration 7F: 3 clusters Score -6851.532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -14030.966797 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -14030.97 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 143 members 
Entering Unmasked Estep 
Score: -13688.599609 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -13688.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13801.521484 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -13801.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13823.912109 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -13823.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13830.447266 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -13830.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13832.710938 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -13832.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13833.042969 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -13833.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13833.924805 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -13833.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13841.679688 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -13841.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13866.011719 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -13866.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13878.871094 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -13878.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13890.188477 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -13890.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13900.258789 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -13900.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13906.289062 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -13906.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13909.845703 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -13909.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13914.593750 Penalty: 509.456421
	Iteration 14Q: 3 clusters Score -13914.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13919.327148 Penalty: 509.456421
	Iteration 15Q: 3 clusters Score -13919.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13924.173828 Penalty: 509.456421
	Iteration 16Q: 3 clusters Score -13924.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13926.524414 Penalty: 509.456421
	Iteration 17Q: 3 clusters Score -13926.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13930.862305 Penalty: 509.456421
	Iteration 18Q: 3 clusters Score -13930.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13933.207031 Penalty: 509.456421
	Iteration 19Q: 3 clusters Score -13933.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13935.450195 Penalty: 509.456421
	Iteration 20F: 3 clusters Score -13935.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13940.712891 Penalty: 509.456421
	Iteration 21Q: 3 clusters Score -13940.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13943.857422 Penalty: 509.456421
	Iteration 22Q: 3 clusters Score -13943.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13946.205078 Penalty: 509.456421
	Iteration 23Q: 3 clusters Score -13946.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13952.567383 Penalty: 509.456421
	Iteration 24Q: 3 clusters Score -13952.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13955.847656 Penalty: 509.456421
	Iteration 25Q: 3 clusters Score -13955.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13956.667969 Penalty: 509.456421
	Iteration 26Q: 3 clusters Score -13956.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13956.667969 Penalty: 509.456421
	Iteration 27F: 3 clusters Score -13956.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -9152.900391 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -9152.9 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 84 members 
Entering Unmasked Estep 
Score: -8905.829102 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -8905.829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8965.648438 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -8965.648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8987.418945 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -8987.419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8991.146484 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -8991.146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8994.328125 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -8994.328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8995.498047 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -8995.498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9004.640625 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -9004.641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9007.655273 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -9007.655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9009.842773 Penalty: 476.516235
	Iteration 8Q: 3 clusters Score -9009.843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9018.789062 Penalty: 476.516235
	Iteration 9Q: 3 clusters Score -9018.789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9028.702148 Penalty: 476.516235
	Iteration 10Q: 3 clusters Score -9028.702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9031.102539 Penalty: 476.516235
	Iteration 11Q: 3 clusters Score -9031.103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9032.996094 Penalty: 476.516235
	Iteration 12Q: 3 clusters Score -9032.996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9033.917969 Penalty: 476.516235
	Iteration 13Q: 3 clusters Score -9033.918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9033.917969 Penalty: 476.516235
	Iteration 14F: 3 clusters Score -9033.918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -12805.570312 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -12805.57 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 119 members 
Entering Unmasked Estep 
Score: -12471.973633 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -12471.97 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12590.807617 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -12590.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12611.786133 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -12611.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12621.536133 Penalty: 502.816223
	Iteration 3Q: 3 clusters Score -12621.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12626.123047 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -12626.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12632.787109 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -12632.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12635.092773 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -12635.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12639.382812 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -12639.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12646.052734 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -12646.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12652.618164 Penalty: 502.816223
	Iteration 9Q: 3 clusters Score -12652.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12656.774414 Penalty: 502.816223
	Iteration 10Q: 3 clusters Score -12656.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12657.246094 Penalty: 502.816223
	Iteration 11Q: 3 clusters Score -12657.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12657.246094 Penalty: 502.816223
	Iteration 12F: 3 clusters Score -12657.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -31969.882812 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -31969.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31377.984375 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -31377.98 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -31664.507812 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -31664.51 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31779.878906 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -31779.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -31868.828125 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -31868.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -31928.076172 Penalty: 592.162231
	Iteration 4F: 3 clusters Score -31928.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -31949.689453 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -31949.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -31958.085938 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -31958.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -31962.298828 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -31962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -31966.583984 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -31966.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -31970.425781 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -31970.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -31971.302734 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -31971.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -31973.138672 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -31973.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -31976.550781 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -31976.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -31978.541016 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -31978.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -31978.777344 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -31978.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -31978.777344 Penalty: 592.162231
	Iteration 15F: 3 clusters Score -31978.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 97793 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 97500 members 
Mstep: Class 14 contains 217004 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 41319 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 187662 members 
Mstep: Class 26 contains 4904 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 42893 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 151850 members 
Mstep: Class 32 contains 1298 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 27191 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37431 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173046 members 
Mstep: Class 43 contains 10913 members 
Mstep: Class 44 contains 21182 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7224 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 38558 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1098 members 
Mstep: Class 55 contains 342 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 59 contains 493 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 177 members 
Mstep: Class 64 contains 195544 members 
Mstep: Class 65 contains 14244 members 
Mstep: Class 66 contains 94231 members 
Mstep: Class 67 contains 2288 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 60064 members 
Mstep: Class 72 contains 72817 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 209818 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90766384.000000 Penalty: 52089.089844
Splitting cluster 63 changes total score from -90766624.000000 to -90766384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (195544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195544 members 
Entering Unmasked Estep 
Score: -9532023.000000 Penalty: 554.351074
	Iteration 0F: 2 clusters Score -9532023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 98165 members 
Entering Unmasked Estep 
Score: -9399918.000000 Penalty: 1108.702148
	Iteration 0F: 3 clusters Score -9399918 nChanged 96254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 118067 members 
Entering Unmasked Estep 
Score: -9462470.000000 Penalty: 1108.702148
	Iteration 1F: 3 clusters Score -9462470 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 128093 members 
Entering Unmasked Estep 
Score: -9468840.000000 Penalty: 1108.702148
	Iteration 2F: 3 clusters Score -9468840 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 140000 members 
Entering Unmasked Estep 
Score: -9478985.000000 Penalty: 1108.702148
	Iteration 3F: 3 clusters Score -9478985 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 151005 members 
Entering Unmasked Estep 
Score: -9490837.000000 Penalty: 1108.702148
	Iteration 4F: 3 clusters Score -9490837 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 158570 members 
Entering Unmasked Estep 
Score: -9500422.000000 Penalty: 1108.702148
	Iteration 5F: 3 clusters Score -9500422 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 162775 members 
Entering Unmasked Estep 
Score: -9505623.000000 Penalty: 1108.702148
	Iteration 6Q: 3 clusters Score -9505623 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 165953 members 
Entering Unmasked Estep 
Score: -9508399.000000 Penalty: 1108.702148
	Iteration 7Q: 3 clusters Score -9508399 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 169158 members 
Entering Unmasked Estep 
Score: -9510607.000000 Penalty: 1108.702148
	Iteration 8Q: 3 clusters Score -9510607 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 172426 members 
Entering Unmasked Estep 
Score: -9512809.000000 Penalty: 1108.702148
	Iteration 9Q: 3 clusters Score -9512809 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 175732 members 
Entering Unmasked Estep 
Score: -9515344.000000 Penalty: 1108.702148
	Iteration 10Q: 3 clusters Score -9515344 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -9517830.000000 Penalty: 1108.702148
	Iteration 11Q: 3 clusters Score -9517830 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 182184 members 
Entering Unmasked Estep 
Score: -9520175.000000 Penalty: 1108.702148
	Iteration 12Q: 3 clusters Score -9520175 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 184996 members 
Entering Unmasked Estep 
Score: -9522447.000000 Penalty: 1108.702148
	Iteration 13Q: 3 clusters Score -9522447 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 187523 members 
Entering Unmasked Estep 
Score: -9524521.000000 Penalty: 1108.702148
	Iteration 14Q: 3 clusters Score -9524521 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 189590 members 
Entering Unmasked Estep 
Score: -9526205.000000 Penalty: 1108.702148
	Iteration 15Q: 3 clusters Score -9526205 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 191239 members 
Entering Unmasked Estep 
Score: -9527581.000000 Penalty: 1108.702148
	Iteration 16Q: 3 clusters Score -9527581 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 192564 members 
Entering Unmasked Estep 
Score: -9528791.000000 Penalty: 1108.702148
	Iteration 17Q: 3 clusters Score -9528791 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 193618 members 
Entering Unmasked Estep 
Score: -9529770.000000 Penalty: 1108.702148
	Iteration 18Q: 3 clusters Score -9529770 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 194439 members 
Entering Unmasked Estep 
Score: -9530516.000000 Penalty: 1108.702148
	Iteration 19Q: 3 clusters Score -9530516 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 194974 members 
Entering Unmasked Estep 
Score: -9530983.000000 Penalty: 1108.702148
	Iteration 20F: 3 clusters Score -9530983 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 195265 members 
Entering Unmasked Estep 
Score: -9531268.000000 Penalty: 1108.702148
	Iteration 21Q: 3 clusters Score -9531268 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 195404 members 
Entering Unmasked Estep 
Score: -9531406.000000 Penalty: 1108.702148
	Iteration 22Q: 3 clusters Score -9531406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 195469 members 
Entering Unmasked Estep 
Score: -9531468.000000 Penalty: 1108.702148
	Iteration 23Q: 3 clusters Score -9531468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 195492 members 
Entering Unmasked Estep 
Score: -9531497.000000 Penalty: 1108.702148
	Iteration 24Q: 3 clusters Score -9531497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 195501 members 
Entering Unmasked Estep 
Score: -9531513.000000 Penalty: 1108.702148
	Iteration 25Q: 3 clusters Score -9531513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 195501 members 
Entering Unmasked Estep 
Score: -9531515.000000 Penalty: 1108.702148
	Iteration 26Q: 3 clusters Score -9531515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 195501 members 
Entering Unmasked Estep 
Score: -9531515.000000 Penalty: 1108.702148
	Iteration 27F: 3 clusters Score -9531515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (14244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Entering Unmasked Estep 
Score: -717005.875000 Penalty: 435.166138
	Iteration 0F: 2 clusters Score -717005.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -707528.812500 Penalty: 870.332275
	Iteration 0F: 3 clusters Score -707528.8 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -711565.375000 Penalty: 870.332275
	Iteration 1F: 3 clusters Score -711565.4 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -712035.062500 Penalty: 870.332275
	Iteration 2F: 3 clusters Score -712035.1 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -712728.812500 Penalty: 870.332275
	Iteration 3F: 3 clusters Score -712728.8 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -713758.062500 Penalty: 870.332275
	Iteration 4F: 3 clusters Score -713758.1 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -714943.812500 Penalty: 870.332275
	Iteration 5F: 3 clusters Score -714943.8 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -715832.500000 Penalty: 870.332275
	Iteration 6F: 3 clusters Score -715832.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -716321.750000 Penalty: 870.332275
	Iteration 7Q: 3 clusters Score -716321.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -716520.062500 Penalty: 870.332275
	Iteration 8Q: 3 clusters Score -716520.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -716590.562500 Penalty: 870.332275
	Iteration 9Q: 3 clusters Score -716590.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -716610.500000 Penalty: 870.332275
	Iteration 10Q: 3 clusters Score -716610.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -716613.125000 Penalty: 870.332275
	Iteration 11Q: 3 clusters Score -716613.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -716614.312500 Penalty: 870.332275
	Iteration 12Q: 3 clusters Score -716614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -716618.062500 Penalty: 870.332275
	Iteration 13Q: 3 clusters Score -716618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -716620.125000 Penalty: 870.332275
	Iteration 14Q: 3 clusters Score -716620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -716621.000000 Penalty: 870.332275
	Iteration 15Q: 3 clusters Score -716621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -716621.000000 Penalty: 870.332275
	Iteration 16F: 3 clusters Score -716621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (94231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Entering Unmasked Estep 
Score: -4762178.000000 Penalty: 521.134460
	Iteration 0F: 2 clusters Score -4762178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -4698791.000000 Penalty: 1042.268921
	Iteration 0F: 3 clusters Score -4698791 nChanged 45853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -4726275.500000 Penalty: 1042.268921
	Iteration 1F: 3 clusters Score -4726276 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -4727212.500000 Penalty: 1042.268921
	Iteration 2Q: 3 clusters Score -4727212 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -4728931.500000 Penalty: 1042.268921
	Iteration 3Q: 3 clusters Score -4728932 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -4732033.000000 Penalty: 1042.268921
	Iteration 4F: 3 clusters Score -4732033 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -4737121.000000 Penalty: 1042.268921
	Iteration 5F: 3 clusters Score -4737121 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4744632.000000 Penalty: 1042.268921
	Iteration 6F: 3 clusters Score -4744632 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -4752847.500000 Penalty: 1042.268921
	Iteration 7F: 3 clusters Score -4752848 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4758648.000000 Penalty: 1042.268921
	Iteration 8F: 3 clusters Score -4758648 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93481 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4761045.500000 Penalty: 1042.268921
	Iteration 9Q: 3 clusters Score -4761046 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94063 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4761592.000000 Penalty: 1042.268921
	Iteration 10Q: 3 clusters Score -4761592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4761662.500000 Penalty: 1042.268921
	Iteration 11Q: 3 clusters Score -4761662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94174 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4761683.500000 Penalty: 1042.268921
	Iteration 12Q: 3 clusters Score -4761684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4761695.500000 Penalty: 1042.268921
	Iteration 13Q: 3 clusters Score -4761696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4761700.500000 Penalty: 1042.268921
	Iteration 14Q: 3 clusters Score -4761700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4761713.500000 Penalty: 1042.268921
	Iteration 15Q: 3 clusters Score -4761714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4761727.000000 Penalty: 1042.268921
	Iteration 16Q: 3 clusters Score -4761727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4761736.500000 Penalty: 1042.268921
	Iteration 17Q: 3 clusters Score -4761736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4761736.500000 Penalty: 1042.268921
	Iteration 18F: 3 clusters Score -4761736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -106723.835938 Penalty: 351.962219
	Iteration 0F: 2 clusters Score -106723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -105065.890625 Penalty: 703.924438
	Iteration 0F: 3 clusters Score -105065.9 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -105754.273438 Penalty: 703.924438
	Iteration 1F: 3 clusters Score -105754.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -105926.914062 Penalty: 703.924438
	Iteration 2F: 3 clusters Score -105926.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -106102.148438 Penalty: 703.924438
	Iteration 3F: 3 clusters Score -106102.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -106229.265625 Penalty: 703.924438
	Iteration 4F: 3 clusters Score -106229.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -106318.117188 Penalty: 703.924438
	Iteration 5F: 3 clusters Score -106318.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -106386.554688 Penalty: 703.924438
	Iteration 6Q: 3 clusters Score -106386.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -106439.757812 Penalty: 703.924438
	Iteration 7Q: 3 clusters Score -106439.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -106490.359375 Penalty: 703.924438
	Iteration 8Q: 3 clusters Score -106490.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -106523.882812 Penalty: 703.924438
	Iteration 9Q: 3 clusters Score -106523.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -106548.023438 Penalty: 703.924438
	Iteration 10Q: 3 clusters Score -106548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -106571.429688 Penalty: 703.924438
	Iteration 11Q: 3 clusters Score -106571.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -106584.085938 Penalty: 703.924438
	Iteration 12Q: 3 clusters Score -106584.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -106592.070312 Penalty: 703.924438
	Iteration 13Q: 3 clusters Score -106592.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -106595.031250 Penalty: 703.924438
	Iteration 14Q: 3 clusters Score -106595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -106596.070312 Penalty: 703.924438
	Iteration 15Q: 3 clusters Score -106596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -106597.078125 Penalty: 703.924438
	Iteration 16Q: 3 clusters Score -106597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -106598.257812 Penalty: 703.924438
	Iteration 17Q: 3 clusters Score -106598.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -106599.632812 Penalty: 703.924438
	Iteration 18Q: 3 clusters Score -106599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -106602.312500 Penalty: 703.924438
	Iteration 19Q: 3 clusters Score -106602.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -106604.156250 Penalty: 703.924438
	Iteration 20F: 3 clusters Score -106604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -106605.890625 Penalty: 703.924438
	Iteration 21Q: 3 clusters Score -106605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -106607.601562 Penalty: 703.924438
	Iteration 22Q: 3 clusters Score -106607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -106608.523438 Penalty: 703.924438
	Iteration 23Q: 3 clusters Score -106608.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -106609.265625 Penalty: 703.924438
	Iteration 24Q: 3 clusters Score -106609.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -106610.312500 Penalty: 703.924438
	Iteration 25Q: 3 clusters Score -106610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -106611.148438 Penalty: 703.924438
	Iteration 26Q: 3 clusters Score -106611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -106611.851562 Penalty: 703.924438
	Iteration 27Q: 3 clusters Score -106611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -106612.234375 Penalty: 703.924438
	Iteration 28Q: 3 clusters Score -106612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -106612.234375 Penalty: 703.924438
	Iteration 29F: 3 clusters Score -106612.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -2909.782959 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -2909.783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2677.581299 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -2677.581 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2791.959961 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -2791.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2840.484619 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -2840.485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2852.602051 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -2852.602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2853.901123 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -2853.901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2860.292725 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -2860.293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2864.637207 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -2864.637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2867.442627 Penalty: 465.190857
	Iteration 7Q: 3 clusters Score -2867.443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2871.224121 Penalty: 465.190857
	Iteration 8Q: 3 clusters Score -2871.224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2871.224121 Penalty: 465.190857
	Iteration 9F: 3 clusters Score -2871.224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -7688.499023 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -7688.499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7447.869141 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -7447.869 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7590.064453 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -7590.064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7626.543457 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -7626.543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7638.493652 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -7638.494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7657.105469 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -7657.105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7664.762695 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -7664.763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7664.762695 Penalty: 461.270294
	Iteration 6F: 3 clusters Score -7664.763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -7651.175293 Penalty: 231.485641
	Iteration 0F: 2 clusters Score -7651.175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7398.013672 Penalty: 462.971283
	Iteration 0F: 3 clusters Score -7398.014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7470.094727 Penalty: 462.971283
	Iteration 1F: 3 clusters Score -7470.095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7485.208008 Penalty: 462.971283
	Iteration 2F: 3 clusters Score -7485.208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7495.469238 Penalty: 462.971283
	Iteration 3Q: 3 clusters Score -7495.469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7502.788086 Penalty: 462.971283
	Iteration 4Q: 3 clusters Score -7502.788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7504.421387 Penalty: 462.971283
	Iteration 5Q: 3 clusters Score -7504.421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7504.667969 Penalty: 462.971283
	Iteration 6Q: 3 clusters Score -7504.668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7504.667969 Penalty: 462.971283
	Iteration 7F: 3 clusters Score -7504.668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (60064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Entering Unmasked Estep 
Score: -3052071.000000 Penalty: 500.644073
	Iteration 0F: 2 clusters Score -3052071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3011850.000000 Penalty: 1001.288147
	Iteration 0F: 3 clusters Score -3011850 nChanged 29173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -3029541.250000 Penalty: 1001.288147
	Iteration 1F: 3 clusters Score -3029541 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3030973.750000 Penalty: 1001.288147
	Iteration 2F: 3 clusters Score -3030974 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3033376.500000 Penalty: 1001.288147
	Iteration 3F: 3 clusters Score -3033376 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3037019.000000 Penalty: 1001.288147
	Iteration 4F: 3 clusters Score -3037019 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -3041513.500000 Penalty: 1001.288147
	Iteration 5F: 3 clusters Score -3041514 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3045628.500000 Penalty: 1001.288147
	Iteration 6F: 3 clusters Score -3045628 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -3048096.750000 Penalty: 1001.288147
	Iteration 7Q: 3 clusters Score -3048097 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3049394.750000 Penalty: 1001.288147
	Iteration 8Q: 3 clusters Score -3049395 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3050098.250000 Penalty: 1001.288147
	Iteration 9Q: 3 clusters Score -3050098 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3050531.000000 Penalty: 1001.288147
	Iteration 10Q: 3 clusters Score -3050531 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3050832.750000 Penalty: 1001.288147
	Iteration 11Q: 3 clusters Score -3050833 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3051039.500000 Penalty: 1001.288147
	Iteration 12Q: 3 clusters Score -3051040 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3051190.500000 Penalty: 1001.288147
	Iteration 13Q: 3 clusters Score -3051190 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3051286.250000 Penalty: 1001.288147
	Iteration 14Q: 3 clusters Score -3051286 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3051354.000000 Penalty: 1001.288147
	Iteration 15Q: 3 clusters Score -3051354 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3051400.250000 Penalty: 1001.288147
	Iteration 16Q: 3 clusters Score -3051400 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3051451.250000 Penalty: 1001.288147
	Iteration 17Q: 3 clusters Score -3051451 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3051498.500000 Penalty: 1001.288147
	Iteration 18Q: 3 clusters Score -3051498 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3051536.250000 Penalty: 1001.288147
	Iteration 19Q: 3 clusters Score -3051536 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3051568.500000 Penalty: 1001.288147
	Iteration 20F: 3 clusters Score -3051568 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3051588.000000 Penalty: 1001.288147
	Iteration 21Q: 3 clusters Score -3051588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3051608.000000 Penalty: 1001.288147
	Iteration 22Q: 3 clusters Score -3051608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3051625.250000 Penalty: 1001.288147
	Iteration 23Q: 3 clusters Score -3051625 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3051655.500000 Penalty: 1001.288147
	Iteration 24Q: 3 clusters Score -3051656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3051674.750000 Penalty: 1001.288147
	Iteration 25Q: 3 clusters Score -3051675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3051688.500000 Penalty: 1001.288147
	Iteration 26Q: 3 clusters Score -3051688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3051695.500000 Penalty: 1001.288147
	Iteration 27Q: 3 clusters Score -3051696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3051704.500000 Penalty: 1001.288147
	Iteration 28Q: 3 clusters Score -3051704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3051710.750000 Penalty: 1001.288147
	Iteration 29Q: 3 clusters Score -3051711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3051722.000000 Penalty: 1001.288147
	Iteration 30Q: 3 clusters Score -3051722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3051723.250000 Penalty: 1001.288147
	Iteration 31Q: 3 clusters Score -3051723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3051726.750000 Penalty: 1001.288147
	Iteration 32Q: 3 clusters Score -3051727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3051727.250000 Penalty: 1001.288147
	Iteration 33Q: 3 clusters Score -3051727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3051731.500000 Penalty: 1001.288147
	Iteration 34Q: 3 clusters Score -3051732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3051739.500000 Penalty: 1001.288147
	Iteration 35Q: 3 clusters Score -3051740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3051742.500000 Penalty: 1001.288147
	Iteration 36Q: 3 clusters Score -3051742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3051748.250000 Penalty: 1001.288147
	Iteration 37Q: 3 clusters Score -3051748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3051749.750000 Penalty: 1001.288147
	Iteration 38Q: 3 clusters Score -3051750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3051753.750000 Penalty: 1001.288147
	Iteration 39Q: 3 clusters Score -3051754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3051754.500000 Penalty: 1001.288147
	Iteration 40F: 3 clusters Score -3051754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3051756.750000 Penalty: 1001.288147
	Iteration 41Q: 3 clusters Score -3051757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3051754.750000 Penalty: 1001.288147
	Iteration 42Q: 3 clusters Score -3051755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3051757.500000 Penalty: 1001.288147
	Iteration 43Q: 3 clusters Score -3051758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3051759.500000 Penalty: 1001.288147
	Iteration 44Q: 3 clusters Score -3051760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3051757.750000 Penalty: 1001.288147
	Iteration 45Q: 3 clusters Score -3051758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3051765.750000 Penalty: 1001.288147
	Iteration 46Q: 3 clusters Score -3051766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3051765.000000 Penalty: 1001.288147
	Iteration 47Q: 3 clusters Score -3051765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3051765.000000 Penalty: 1001.288147
	Iteration 48Q: 3 clusters Score -3051765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3051764.750000 Penalty: 1001.288147
	Iteration 49Q: 3 clusters Score -3051765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3051764.750000 Penalty: 1001.288147
	Iteration 50Q: 3 clusters Score -3051765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3051765.500000 Penalty: 1001.288147
	Iteration 51Q: 3 clusters Score -3051766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3051765.250000 Penalty: 1001.288147
	Iteration 52Q: 3 clusters Score -3051765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3051764.250000 Penalty: 1001.288147
	Iteration 53Q: 3 clusters Score -3051764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3051765.000000 Penalty: 1001.288147
	Iteration 54Q: 3 clusters Score -3051765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3051766.250000 Penalty: 1001.288147
	Iteration 55Q: 3 clusters Score -3051766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3051772.000000 Penalty: 1001.288147
	Iteration 56Q: 3 clusters Score -3051772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3051769.500000 Penalty: 1001.288147
	Iteration 57Q: 3 clusters Score -3051770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3051768.500000 Penalty: 1001.288147
	Iteration 58Q: 3 clusters Score -3051768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3051766.000000 Penalty: 1001.288147
	Iteration 59Q: 3 clusters Score -3051766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3051764.500000 Penalty: 1001.288147
	Iteration 60F: 3 clusters Score -3051764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3051767.000000 Penalty: 1001.288147
	Iteration 61Q: 3 clusters Score -3051767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3051767.250000 Penalty: 1001.288147
	Iteration 62Q: 3 clusters Score -3051767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3051767.500000 Penalty: 1001.288147
	Iteration 63Q: 3 clusters Score -3051768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3051769.000000 Penalty: 1001.288147
	Iteration 64Q: 3 clusters Score -3051769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3051769.000000 Penalty: 1001.288147
	Iteration 65F: 3 clusters Score -3051769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (72817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Entering Unmasked Estep 
Score: -3704388.000000 Penalty: 509.404541
	Iteration 0F: 2 clusters Score -3704388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -3655317.250000 Penalty: 1018.809082
	Iteration 0F: 3 clusters Score -3655317 nChanged 35610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -3677011.000000 Penalty: 1018.809082
	Iteration 1F: 3 clusters Score -3677011 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3678396.750000 Penalty: 1018.809082
	Iteration 2Q: 3 clusters Score -3678397 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -3680852.000000 Penalty: 1018.809082
	Iteration 3F: 3 clusters Score -3680852 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3684776.750000 Penalty: 1018.809082
	Iteration 4F: 3 clusters Score -3684777 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3689641.500000 Penalty: 1018.809082
	Iteration 5F: 3 clusters Score -3689642 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3694515.750000 Penalty: 1018.809082
	Iteration 6F: 3 clusters Score -3694516 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3697668.250000 Penalty: 1018.809082
	Iteration 7Q: 3 clusters Score -3697668 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3699250.750000 Penalty: 1018.809082
	Iteration 8Q: 3 clusters Score -3699251 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3700177.250000 Penalty: 1018.809082
	Iteration 9Q: 3 clusters Score -3700177 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3700851.250000 Penalty: 1018.809082
	Iteration 10Q: 3 clusters Score -3700851 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3701479.250000 Penalty: 1018.809082
	Iteration 11Q: 3 clusters Score -3701479 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -3702098.750000 Penalty: 1018.809082
	Iteration 12Q: 3 clusters Score -3702099 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3702742.500000 Penalty: 1018.809082
	Iteration 13Q: 3 clusters Score -3702742 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3703196.500000 Penalty: 1018.809082
	Iteration 14Q: 3 clusters Score -3703196 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3703425.000000 Penalty: 1018.809082
	Iteration 15Q: 3 clusters Score -3703425 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3703515.750000 Penalty: 1018.809082
	Iteration 16Q: 3 clusters Score -3703516 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3703560.750000 Penalty: 1018.809082
	Iteration 17Q: 3 clusters Score -3703561 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -3703577.500000 Penalty: 1018.809082
	Iteration 18Q: 3 clusters Score -3703578 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3703601.250000 Penalty: 1018.809082
	Iteration 19Q: 3 clusters Score -3703601 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3703610.250000 Penalty: 1018.809082
	Iteration 20F: 3 clusters Score -3703610 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3703605.250000 Penalty: 1018.809082
	Iteration 21Q: 3 clusters Score -3703605 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3703625.750000 Penalty: 1018.809082
	Iteration 22Q: 3 clusters Score -3703626 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3703598.250000 Penalty: 1018.809082
	Iteration 23Q: 3 clusters Score -3703598 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3703598.500000 Penalty: 1018.809082
	Iteration 24Q: 3 clusters Score -3703598 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3703594.750000 Penalty: 1018.809082
	Iteration 25Q: 3 clusters Score -3703595 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3703631.500000 Penalty: 1018.809082
	Iteration 26Q: 3 clusters Score -3703632 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3703616.750000 Penalty: 1018.809082
	Iteration 27Q: 3 clusters Score -3703617 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3703609.750000 Penalty: 1018.809082
	Iteration 28Q: 3 clusters Score -3703610 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3703569 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3703568 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3703535.250000 Penalty: 1018.809082
	Iteration 31Q: 3 clusters Score -3703535 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3703562.250000 Penalty: 1018.809082
	Iteration 32Q: 3 clusters Score -3703562 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3703540.250000 Penalty: 1018.809082
	Iteration 33Q: 3 clusters Score -3703540 nChanged 422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3703544.750000 Penalty: 1018.809082
	Iteration 34Q: 3 clusters Score -3703545 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3703549.750000 Penalty: 1018.809082
	Iteration 35Q: 3 clusters Score -3703550 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3703538.500000 Penalty: 1018.809082
	Iteration 36Q: 3 clusters Score -3703538 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3703514.750000 Penalty: 1018.809082
	Iteration 37Q: 3 clusters Score -3703515 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3703522.500000 Penalty: 1018.809082
	Iteration 38Q: 3 clusters Score -3703522 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3703507 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3703483.750000 Penalty: 1018.809082
	Iteration 40F: 3 clusters Score -3703484 nChanged 298
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Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3703505.250000 Penalty: 1018.809082
	Iteration 41Q: 3 clusters Score -3703505 nChanged 394
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3703499.250000 Penalty: 1018.809082
	Iteration 42Q: 3 clusters Score -3703499 nChanged 348
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3703524.750000 Penalty: 1018.809082
	Iteration 43Q: 3 clusters Score -3703525 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3703497 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3703457 nChanged 272
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Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3703456 nChanged 341
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3703412.500000 Penalty: 1018.809082
	Iteration 47Q: 3 clusters Score -3703412 nChanged 313
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3703427.750000 Penalty: 1018.809082
	Iteration 48Q: 3 clusters Score -3703428 nChanged 334
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3703393.500000 Penalty: 1018.809082
	Iteration 49Q: 3 clusters Score -3703394 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3703412 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3703395 nChanged 335
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3703368 nChanged 344
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3703368 nChanged 451
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3703367 nChanged 400
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3703333.000000 Penalty: 1018.809082
	Iteration 55Q: 3 clusters Score -3703333 nChanged 377
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Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3703345.500000 Penalty: 1018.809082
	Iteration 56Q: 3 clusters Score -3703346 nChanged 418
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Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3703324 nChanged 362
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Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3703328 nChanged 407
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Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -3703313.500000 Penalty: 1018.809082
	Iteration 59Q: 3 clusters Score -3703314 nChanged 272
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Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3703306 nChanged 327
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3703288 nChanged 304
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Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3703276 nChanged 314
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Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3703268 nChanged 305
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Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3703240 nChanged 298
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3703236 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -3703233.250000 Penalty: 1018.809082
	Iteration 66Q: 3 clusters Score -3703233 nChanged 332
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3703235 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -3703241.500000 Penalty: 1018.809082
	Iteration 68Q: 3 clusters Score -3703242 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3703234 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3703234 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -3703232.250000 Penalty: 1018.809082
	Iteration 71Q: 3 clusters Score -3703232 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -3703220.500000 Penalty: 1018.809082
	Iteration 72Q: 3 clusters Score -3703220 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -3703208.250000 Penalty: 1018.809082
	Iteration 73Q: 3 clusters Score -3703208 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -3703198.250000 Penalty: 1018.809082
	Iteration 74Q: 3 clusters Score -3703198 nChanged 302
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Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -3703195.000000 Penalty: 1018.809082
	Iteration 75Q: 3 clusters Score -3703195 nChanged 291
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Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3703196 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -3703181.500000 Penalty: 1018.809082
	Iteration 77Q: 3 clusters Score -3703182 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -3703156.250000 Penalty: 1018.809082
	Iteration 78Q: 3 clusters Score -3703156 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3703158 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -3703147.500000 Penalty: 1018.809082
	Iteration 80F: 3 clusters Score -3703148 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3703156 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -3703151.750000 Penalty: 1018.809082
	Iteration 82Q: 3 clusters Score -3703152 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3703158 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -3703165.250000 Penalty: 1018.809082
	Iteration 84Q: 3 clusters Score -3703165 nChanged 352
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Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -3703169.000000 Penalty: 1018.809082
	Iteration 85Q: 3 clusters Score -3703169 nChanged 375
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Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -3703159.250000 Penalty: 1018.809082
	Iteration 86Q: 3 clusters Score -3703159 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -3703135.250000 Penalty: 1018.809082
	Iteration 87Q: 3 clusters Score -3703135 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -3703123.000000 Penalty: 1018.809082
	Iteration 88Q: 3 clusters Score -3703123 nChanged 228
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Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -3703120.000000 Penalty: 1018.809082
	Iteration 89Q: 3 clusters Score -3703120 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -3703108.500000 Penalty: 1018.809082
	Iteration 90Q: 3 clusters Score -3703108 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -3703076.000000 Penalty: 1018.809082
	Iteration 91Q: 3 clusters Score -3703076 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -3703038.500000 Penalty: 1018.809082
	Iteration 92Q: 3 clusters Score -3703038 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -3703060.750000 Penalty: 1018.809082
	Iteration 93Q: 3 clusters Score -3703061 nChanged 362
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3703047 nChanged 328
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Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -3703066.000000 Penalty: 1018.809082
	Iteration 95Q: 3 clusters Score -3703066 nChanged 393
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Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3703061 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -3703036.750000 Penalty: 1018.809082
	Iteration 97Q: 3 clusters Score -3703037 nChanged 498
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Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -3703055.750000 Penalty: 1018.809082
	Iteration 98Q: 3 clusters Score -3703056 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -3703083.500000 Penalty: 1018.809082
	Iteration 99Q: 3 clusters Score -3703084 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -3703076.500000 Penalty: 1018.809082
	Iteration 100F: 3 clusters Score -3703076 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3703061 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3703080 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -3703110.250000 Penalty: 1018.809082
	Iteration 103Q: 3 clusters Score -3703110 nChanged 572
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -3703101.250000 Penalty: 1018.809082
	Iteration 104Q: 3 clusters Score -3703101 nChanged 434
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -3703131.250000 Penalty: 1018.809082
	Iteration 105Q: 3 clusters Score -3703131 nChanged 478
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Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -3703131.250000 Penalty: 1018.809082
	Iteration 106Q: 3 clusters Score -3703131 nChanged 496
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Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -3703123.500000 Penalty: 1018.809082
	Iteration 107Q: 3 clusters Score -3703124 nChanged 439
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Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -3703127.750000 Penalty: 1018.809082
	Iteration 108Q: 3 clusters Score -3703128 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -3703136.250000 Penalty: 1018.809082
	Iteration 109Q: 3 clusters Score -3703136 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -3703148.750000 Penalty: 1018.809082
	Iteration 110Q: 3 clusters Score -3703149 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3703131 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -3703152.000000 Penalty: 1018.809082
	Iteration 112Q: 3 clusters Score -3703152 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -3703181.500000 Penalty: 1018.809082
	Iteration 113Q: 3 clusters Score -3703182 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -3703202.750000 Penalty: 1018.809082
	Iteration 114Q: 3 clusters Score -3703203 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -3703234.250000 Penalty: 1018.809082
	Iteration 115Q: 3 clusters Score -3703234 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 52414 members 
Entering Unmasked Estep 
Score: -3703241.750000 Penalty: 1018.809082
	Iteration 116Q: 3 clusters Score -3703242 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -3703277.250000 Penalty: 1018.809082
	Iteration 117Q: 3 clusters Score -3703277 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -3703305.750000 Penalty: 1018.809082
	Iteration 118Q: 3 clusters Score -3703306 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -3703327.000000 Penalty: 1018.809082
	Iteration 119Q: 3 clusters Score -3703327 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -3703338.250000 Penalty: 1018.809082
	Iteration 120F: 3 clusters Score -3703338 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3703338 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3703360 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 54994 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3703351 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3703364 nChanged 276
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Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3703356 nChanged 316
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Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3703394 nChanged 332
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Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3703406 nChanged 198
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Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3703415 nChanged 216
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Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3703421 nChanged 244
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Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3703428 nChanged 177
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Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3703431 nChanged 203
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Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3703439 nChanged 176
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Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3703440 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3703448 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3703454 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3703454 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3703450 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3703450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3703480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -3703485.750000 Penalty: 1018.809082
	Iteration 140F: 3 clusters Score -3703486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3703492 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3703480 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3703478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3703488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3703489 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3703494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3703496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3703487 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3703495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3703487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3703495 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3703489 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3703492 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3703488 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3703487 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3703488 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3703498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3703490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3703499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -3703492.750000 Penalty: 1018.809082
	Iteration 160F: 3 clusters Score -3703493 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3703486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3703498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3703490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -3703501.250000 Penalty: 1018.809082
	Iteration 164Q: 3 clusters Score -3703501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3703494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -3703495.500000 Penalty: 1018.809082
	Iteration 166Q: 3 clusters Score -3703496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3703497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3703488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3703490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -3703499.000000 Penalty: 1018.809082
	Iteration 170Q: 3 clusters Score -3703499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3703496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -3703494.000000 Penalty: 1018.809082
	Iteration 172Q: 3 clusters Score -3703494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -3703497.750000 Penalty: 1018.809082
	Iteration 173Q: 3 clusters Score -3703498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -3703494.250000 Penalty: 1018.809082
	Iteration 174Q: 3 clusters Score -3703494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -3703497.750000 Penalty: 1018.809082
	Iteration 175Q: 3 clusters Score -3703498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -3703497.250000 Penalty: 1018.809082
	Iteration 176Q: 3 clusters Score -3703497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -3703499.500000 Penalty: 1018.809082
	Iteration 177Q: 3 clusters Score -3703500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -3703499.250000 Penalty: 1018.809082
	Iteration 178Q: 3 clusters Score -3703499 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -3703494.750000 Penalty: 1018.809082
	Iteration 179Q: 3 clusters Score -3703495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -3703501.750000 Penalty: 1018.809082
	Iteration 180F: 3 clusters Score -3703502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -3703494.750000 Penalty: 1018.809082
	Iteration 181Q: 3 clusters Score -3703495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3703500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3703497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3703494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -3703490.500000 Penalty: 1018.809082
	Iteration 185Q: 3 clusters Score -3703490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -3703494.500000 Penalty: 1018.809082
	Iteration 186Q: 3 clusters Score -3703494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -3703496.500000 Penalty: 1018.809082
	Iteration 187Q: 3 clusters Score -3703496 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -3703498.000000 Penalty: 1018.809082
	Iteration 188Q: 3 clusters Score -3703498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -3703495.250000 Penalty: 1018.809082
	Iteration 189Q: 3 clusters Score -3703495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -3703493.750000 Penalty: 1018.809082
	Iteration 190Q: 3 clusters Score -3703494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -3703496.750000 Penalty: 1018.809082
	Iteration 191Q: 3 clusters Score -3703497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -3703492.500000 Penalty: 1018.809082
	Iteration 192Q: 3 clusters Score -3703492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3703492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3703490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3703506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3703494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3703493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3703492 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3703493 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -3703499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3703496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3703494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3703497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3703494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3703492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3703493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3703495 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 208F: 3 clusters Score -3703495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -10189.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9891.085 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9950.67 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -9974.948 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9987.064453 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -9987.064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9997.101562 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9997.102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10002.463867 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -10002.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10004.492188 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -10004.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10007.931641 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -10007.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10009.588867 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -10009.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10012.190430 Penalty: 479.842987
	Iteration 9Q: 3 clusters Score -10012.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10012.190430 Penalty: 479.842987
	Iteration 10F: 3 clusters Score -10012.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -14511.539062 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -14511.54 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 181 members 
Entering Unmasked Estep 
Score: -14163.398438 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -14163.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14414.449219 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -14414.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14492.245117 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -14492.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14506.812500 Penalty: 531.233459
	Iteration 3Q: 3 clusters Score -14506.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14515.230469 Penalty: 531.233459
	Iteration 4Q: 3 clusters Score -14515.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14531.768555 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -14531.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14541.868164 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -14541.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14548.364258 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -14548.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14550.054688 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -14550.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14550.054688 Penalty: 531.233459
	Iteration 9F: 3 clusters Score -14550.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 97793 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 97500 members 
Mstep: Class 14 contains 217004 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 41319 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 187662 members 
Mstep: Class 26 contains 4904 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 42893 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 151850 members 
Mstep: Class 32 contains 1298 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 27191 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37431 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173046 members 
Mstep: Class 43 contains 10913 members 
Mstep: Class 44 contains 21182 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7224 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 38558 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1098 members 
Mstep: Class 55 contains 342 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 59 contains 226 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 195544 members 
Mstep: Class 65 contains 14244 members 
Mstep: Class 66 contains 94231 members 
Mstep: Class 67 contains 2288 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 60064 members 
Mstep: Class 72 contains 72817 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 117 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 209818 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90766512.000000 Penalty: 52089.089844
Splitting cluster 74 changes total score from -90766624.000000 to -90766512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -88737.062500 Penalty: 340.359497
	Iteration 0F: 2 clusters Score -88737.06 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 853 members 
Entering Unmasked Estep 
Score: -87418.460938 Penalty: 680.718994
	Iteration 0F: 3 clusters Score -87418.46 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -87890.093750 Penalty: 680.718994
	Iteration 1F: 3 clusters Score -87890.09 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -88021.679688 Penalty: 680.718994
	Iteration 2F: 3 clusters Score -88021.68 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -88153.367188 Penalty: 680.718994
	Iteration 3F: 3 clusters Score -88153.37 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -88267.335938 Penalty: 680.718994
	Iteration 4F: 3 clusters Score -88267.34 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -88333.734375 Penalty: 680.718994
	Iteration 5F: 3 clusters Score -88333.73 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88389.031250 Penalty: 680.718994
	Iteration 6Q: 3 clusters Score -88389.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -88417.359375 Penalty: 680.718994
	Iteration 7Q: 3 clusters Score -88417.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -88426.890625 Penalty: 680.718994
	Iteration 8Q: 3 clusters Score -88426.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -88438.468750 Penalty: 680.718994
	Iteration 9Q: 3 clusters Score -88438.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -88446.343750 Penalty: 680.718994
	Iteration 10Q: 3 clusters Score -88446.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -88453.898438 Penalty: 680.718994
	Iteration 11Q: 3 clusters Score -88453.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -88462.429688 Penalty: 680.718994
	Iteration 12Q: 3 clusters Score -88462.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -88470.039062 Penalty: 680.718994
	Iteration 13Q: 3 clusters Score -88470.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -88475.343750 Penalty: 680.718994
	Iteration 14Q: 3 clusters Score -88475.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -88477.234375 Penalty: 680.718994
	Iteration 15Q: 3 clusters Score -88477.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -88480.484375 Penalty: 680.718994
	Iteration 16Q: 3 clusters Score -88480.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88484.289062 Penalty: 680.718994
	Iteration 17Q: 3 clusters Score -88484.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -88489.828125 Penalty: 680.718994
	Iteration 18Q: 3 clusters Score -88489.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -88493.140625 Penalty: 680.718994
	Iteration 19Q: 3 clusters Score -88493.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88495.468750 Penalty: 680.718994
	Iteration 20F: 3 clusters Score -88495.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -88500.000000 Penalty: 680.718994
	Iteration 21Q: 3 clusters Score -88500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88504.851562 Penalty: 680.718994
	Iteration 22Q: 3 clusters Score -88504.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88506.734375 Penalty: 680.718994
	Iteration 23Q: 3 clusters Score -88506.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88507.281250 Penalty: 680.718994
	Iteration 24Q: 3 clusters Score -88507.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88507.843750 Penalty: 680.718994
	Iteration 25Q: 3 clusters Score -88507.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88508.328125 Penalty: 680.718994
	Iteration 26Q: 3 clusters Score -88508.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88508.984375 Penalty: 680.718994
	Iteration 27Q: 3 clusters Score -88508.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88509.257812 Penalty: 680.718994
	Iteration 28Q: 3 clusters Score -88509.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88509.546875 Penalty: 680.718994
	Iteration 29Q: 3 clusters Score -88509.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88510.023438 Penalty: 680.718994
	Iteration 30Q: 3 clusters Score -88510.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88510.421875 Penalty: 680.718994
	Iteration 31Q: 3 clusters Score -88510.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88510.421875 Penalty: 680.718994
	Iteration 32F: 3 clusters Score -88510.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (209818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209818 members 
Entering Unmasked Estep 
Score: -10462396.000000 Penalty: 557.556824
	Iteration 0F: 2 clusters Score -1.04624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104937 members 
Mstep: Class 2 contains 104881 members 
Entering Unmasked Estep 
Score: -10322464.000000 Penalty: 1115.113647
	Iteration 0F: 3 clusters Score -1.032246e+07 nChanged 103512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104095 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -10387208.000000 Penalty: 1115.113647
	Iteration 1F: 3 clusters Score -1.038721e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -10392078.000000 Penalty: 1115.113647
	Iteration 2Q: 3 clusters Score -1.039208e+07 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -10400500.000000 Penalty: 1115.113647
	Iteration 3F: 3 clusters Score -1.04005e+07 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Mstep: Class 2 contains 106034 members 
Entering Unmasked Estep 
Score: -10412946.000000 Penalty: 1115.113647
	Iteration 4F: 3 clusters Score -1.041295e+07 nChanged 15353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 105519 members 
Entering Unmasked Estep 
Score: -10424590.000000 Penalty: 1115.113647
	Iteration 5F: 3 clusters Score -1.042459e+07 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -10430400.000000 Penalty: 1115.113647
	Iteration 6F: 3 clusters Score -1.04304e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105382 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -10433502.000000 Penalty: 1115.113647
	Iteration 7Q: 3 clusters Score -1.04335e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106142 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -10436147.000000 Penalty: 1115.113647
	Iteration 8Q: 3 clusters Score -1.043615e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Mstep: Class 2 contains 102774 members 
Entering Unmasked Estep 
Score: -10439402.000000 Penalty: 1115.113647
	Iteration 9Q: 3 clusters Score -1.04394e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107954 members 
Mstep: Class 2 contains 101864 members 
Entering Unmasked Estep 
Score: -10443103.000000 Penalty: 1115.113647
	Iteration 10Q: 3 clusters Score -1.04431e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108769 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -10446891.000000 Penalty: 1115.113647
	Iteration 11Q: 3 clusters Score -1.044689e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109248 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -10450828.000000 Penalty: 1115.113647
	Iteration 12Q: 3 clusters Score -1.045083e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 100305 members 
Entering Unmasked Estep 
Score: -10454275.000000 Penalty: 1115.113647
	Iteration 13Q: 3 clusters Score -1.045428e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109642 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -10456967.000000 Penalty: 1115.113647
	Iteration 14Q: 3 clusters Score -1.045697e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -10458915.000000 Penalty: 1115.113647
	Iteration 15Q: 3 clusters Score -1.045892e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -10460066.000000 Penalty: 1115.113647
	Iteration 16Q: 3 clusters Score -1.046007e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110630 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -10460708.000000 Penalty: 1115.113647
	Iteration 17Q: 3 clusters Score -1.046071e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111178 members 
Mstep: Class 2 contains 98640 members 
Entering Unmasked Estep 
Score: -10461107.000000 Penalty: 1115.113647
	Iteration 18Q: 3 clusters Score -1.046111e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111895 members 
Mstep: Class 2 contains 97923 members 
Entering Unmasked Estep 
Score: -10461265.000000 Penalty: 1115.113647
	Iteration 19Q: 3 clusters Score -1.046126e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112618 members 
Mstep: Class 2 contains 97200 members 
Entering Unmasked Estep 
Score: -10461636.000000 Penalty: 1115.113647
	Iteration 20F: 3 clusters Score -1.046164e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113373 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -10461766.000000 Penalty: 1115.113647
	Iteration 21Q: 3 clusters Score -1.046177e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114139 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -10461799.000000 Penalty: 1115.113647
	Iteration 22Q: 3 clusters Score -1.04618e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114895 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -10461793.000000 Penalty: 1115.113647
	Iteration 23Q: 3 clusters Score -1.046179e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115696 members 
Mstep: Class 2 contains 94122 members 
Entering Unmasked Estep 
Score: -10461871.000000 Penalty: 1115.113647
	Iteration 24Q: 3 clusters Score -1.046187e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -10461903.000000 Penalty: 1115.113647
	Iteration 25Q: 3 clusters Score -1.04619e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -10461940.000000 Penalty: 1115.113647
	Iteration 26Q: 3 clusters Score -1.046194e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117852 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -10461938.000000 Penalty: 1115.113647
	Iteration 27Q: 3 clusters Score -1.046194e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118523 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -10461957.000000 Penalty: 1115.113647
	Iteration 28Q: 3 clusters Score -1.046196e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119210 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -10461945.000000 Penalty: 1115.113647
	Iteration 29Q: 3 clusters Score -1.046194e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119915 members 
Mstep: Class 2 contains 89903 members 
Entering Unmasked Estep 
Score: -10461978.000000 Penalty: 1115.113647
	Iteration 30Q: 3 clusters Score -1.046198e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120631 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -10461979.000000 Penalty: 1115.113647
	Iteration 31Q: 3 clusters Score -1.046198e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121269 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -10462026.000000 Penalty: 1115.113647
	Iteration 32Q: 3 clusters Score -1.046203e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121877 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -10462050.000000 Penalty: 1115.113647
	Iteration 33Q: 3 clusters Score -1.046205e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122476 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -10462058.000000 Penalty: 1115.113647
	Iteration 34Q: 3 clusters Score -1.046206e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123122 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -10462054.000000 Penalty: 1115.113647
	Iteration 35Q: 3 clusters Score -1.046205e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123638 members 
Mstep: Class 2 contains 86180 members 
Entering Unmasked Estep 
Score: -10462020.000000 Penalty: 1115.113647
	Iteration 36Q: 3 clusters Score -1.046202e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124062 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -10462031.000000 Penalty: 1115.113647
	Iteration 37Q: 3 clusters Score -1.046203e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124571 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -10462029.000000 Penalty: 1115.113647
	Iteration 38Q: 3 clusters Score -1.046203e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124981 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -10462027.000000 Penalty: 1115.113647
	Iteration 39Q: 3 clusters Score -1.046203e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125399 members 
Mstep: Class 2 contains 84419 members 
Entering Unmasked Estep 
Score: -10462042.000000 Penalty: 1115.113647
	Iteration 40F: 3 clusters Score -1.046204e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125766 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -10462023.000000 Penalty: 1115.113647
	Iteration 41Q: 3 clusters Score -1.046202e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126146 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -10462012.000000 Penalty: 1115.113647
	Iteration 42Q: 3 clusters Score -1.046201e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126468 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
Score: -10461995.000000 Penalty: 1115.113647
	Iteration 43Q: 3 clusters Score -1.0462e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126720 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -10461982.000000 Penalty: 1115.113647
	Iteration 44Q: 3 clusters Score -1.046198e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126966 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -10461988.000000 Penalty: 1115.113647
	Iteration 45Q: 3 clusters Score -1.046199e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127297 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -10461998.000000 Penalty: 1115.113647
	Iteration 46Q: 3 clusters Score -1.0462e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127598 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -10462013.000000 Penalty: 1115.113647
	Iteration 47Q: 3 clusters Score -1.046201e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127848 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -10462016.000000 Penalty: 1115.113647
	Iteration 48Q: 3 clusters Score -1.046202e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -10462006.000000 Penalty: 1115.113647
	Iteration 49Q: 3 clusters Score -1.046201e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128308 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -10462038.000000 Penalty: 1115.113647
	Iteration 50Q: 3 clusters Score -1.046204e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128559 members 
Mstep: Class 2 contains 81259 members 
Entering Unmasked Estep 
Score: -10462006.000000 Penalty: 1115.113647
	Iteration 51Q: 3 clusters Score -1.046201e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128874 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -10461996.000000 Penalty: 1115.113647
	Iteration 52Q: 3 clusters Score -1.0462e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129125 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -10461986.000000 Penalty: 1115.113647
	Iteration 53Q: 3 clusters Score -1.046199e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129371 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -10462012.000000 Penalty: 1115.113647
	Iteration 54Q: 3 clusters Score -1.046201e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129609 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -10462004.000000 Penalty: 1115.113647
	Iteration 55Q: 3 clusters Score -1.0462e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129846 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -10462025.000000 Penalty: 1115.113647
	Iteration 56Q: 3 clusters Score -1.046202e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130067 members 
Mstep: Class 2 contains 79751 members 
Entering Unmasked Estep 
Score: -10462037.000000 Penalty: 1115.113647
	Iteration 57Q: 3 clusters Score -1.046204e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130336 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -10462038.000000 Penalty: 1115.113647
	Iteration 58Q: 3 clusters Score -1.046204e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130501 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -10462018.000000 Penalty: 1115.113647
	Iteration 59Q: 3 clusters Score -1.046202e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130666 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -10462013.000000 Penalty: 1115.113647
	Iteration 60F: 3 clusters Score -1.046201e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130857 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -10462010.000000 Penalty: 1115.113647
	Iteration 61Q: 3 clusters Score -1.046201e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -10462018.000000 Penalty: 1115.113647
	Iteration 62Q: 3 clusters Score -1.046202e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131211 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -10462017.000000 Penalty: 1115.113647
	Iteration 63Q: 3 clusters Score -1.046202e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131358 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -10462030.000000 Penalty: 1115.113647
	Iteration 64Q: 3 clusters Score -1.046203e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131576 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -10462031.000000 Penalty: 1115.113647
	Iteration 65Q: 3 clusters Score -1.046203e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131841 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -10462010.000000 Penalty: 1115.113647
	Iteration 66Q: 3 clusters Score -1.046201e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132174 members 
Mstep: Class 2 contains 77644 members 
Entering Unmasked Estep 
Score: -10461982.000000 Penalty: 1115.113647
	Iteration 67Q: 3 clusters Score -1.046198e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132434 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -10461994.000000 Penalty: 1115.113647
	Iteration 68Q: 3 clusters Score -1.046199e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132692 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -10462007.000000 Penalty: 1115.113647
	Iteration 69Q: 3 clusters Score -1.046201e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132963 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -10462022.000000 Penalty: 1115.113647
	Iteration 70Q: 3 clusters Score -1.046202e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133325 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -10462026.000000 Penalty: 1115.113647
	Iteration 71Q: 3 clusters Score -1.046203e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133696 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -10462034.000000 Penalty: 1115.113647
	Iteration 72Q: 3 clusters Score -1.046203e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134046 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -10462008.000000 Penalty: 1115.113647
	Iteration 73Q: 3 clusters Score -1.046201e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134349 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -10462004.000000 Penalty: 1115.113647
	Iteration 74Q: 3 clusters Score -1.0462e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134721 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -10461972.000000 Penalty: 1115.113647
	Iteration 75Q: 3 clusters Score -1.046197e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135116 members 
Mstep: Class 2 contains 74702 members 
Entering Unmasked Estep 
Score: -10461958.000000 Penalty: 1115.113647
	Iteration 76Q: 3 clusters Score -1.046196e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135484 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -10461940.000000 Penalty: 1115.113647
	Iteration 77Q: 3 clusters Score -1.046194e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -10461939.000000 Penalty: 1115.113647
	Iteration 78Q: 3 clusters Score -1.046194e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136230 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -10461920.000000 Penalty: 1115.113647
	Iteration 79Q: 3 clusters Score -1.046192e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136665 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -10461912.000000 Penalty: 1115.113647
	Iteration 80F: 3 clusters Score -1.046191e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137108 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -10461956.000000 Penalty: 1115.113647
	Iteration 81Q: 3 clusters Score -1.046196e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137514 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -10461893.000000 Penalty: 1115.113647
	Iteration 82Q: 3 clusters Score -1.046189e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137873 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -10461971.000000 Penalty: 1115.113647
	Iteration 83Q: 3 clusters Score -1.046197e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138387 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -10461992.000000 Penalty: 1115.113647
	Iteration 84Q: 3 clusters Score -1.046199e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138849 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -10461985.000000 Penalty: 1115.113647
	Iteration 85Q: 3 clusters Score -1.046198e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139400 members 
Mstep: Class 2 contains 70418 members 
Entering Unmasked Estep 
Score: -10462017.000000 Penalty: 1115.113647
	Iteration 86Q: 3 clusters Score -1.046202e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139964 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -10462015.000000 Penalty: 1115.113647
	Iteration 87Q: 3 clusters Score -1.046202e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140413 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -10462036.000000 Penalty: 1115.113647
	Iteration 88Q: 3 clusters Score -1.046204e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140857 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -10462035.000000 Penalty: 1115.113647
	Iteration 89Q: 3 clusters Score -1.046204e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141303 members 
Mstep: Class 2 contains 68515 members 
Entering Unmasked Estep 
Score: -10462013.000000 Penalty: 1115.113647
	Iteration 90Q: 3 clusters Score -1.046201e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141760 members 
Mstep: Class 2 contains 68058 members 
Entering Unmasked Estep 
Score: -10462070.000000 Penalty: 1115.113647
	Iteration 91Q: 3 clusters Score -1.046207e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142234 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -10462046.000000 Penalty: 1115.113647
	Iteration 92Q: 3 clusters Score -1.046205e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142739 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -10462047.000000 Penalty: 1115.113647
	Iteration 93Q: 3 clusters Score -1.046205e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143180 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -10462085.000000 Penalty: 1115.113647
	Iteration 94Q: 3 clusters Score -1.046208e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143673 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -10462090.000000 Penalty: 1115.113647
	Iteration 95Q: 3 clusters Score -1.046209e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144113 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -10462072.000000 Penalty: 1115.113647
	Iteration 96Q: 3 clusters Score -1.046207e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144524 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -10462120.000000 Penalty: 1115.113647
	Iteration 97Q: 3 clusters Score -1.046212e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145021 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -10462099.000000 Penalty: 1115.113647
	Iteration 98Q: 3 clusters Score -1.04621e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145507 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -10462059.000000 Penalty: 1115.113647
	Iteration 99Q: 3 clusters Score -1.046206e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145998 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -10462074.000000 Penalty: 1115.113647
	Iteration 100F: 3 clusters Score -1.046207e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146508 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -10462063.000000 Penalty: 1115.113647
	Iteration 101Q: 3 clusters Score -1.046206e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146981 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -10462089.000000 Penalty: 1115.113647
	Iteration 102Q: 3 clusters Score -1.046209e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147468 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -10462099.000000 Penalty: 1115.113647
	Iteration 103Q: 3 clusters Score -1.04621e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147964 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -10462100.000000 Penalty: 1115.113647
	Iteration 104Q: 3 clusters Score -1.04621e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148379 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -10462125.000000 Penalty: 1115.113647
	Iteration 105Q: 3 clusters Score -1.046212e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148744 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -10462126.000000 Penalty: 1115.113647
	Iteration 106Q: 3 clusters Score -1.046213e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149153 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -10462158.000000 Penalty: 1115.113647
	Iteration 107Q: 3 clusters Score -1.046216e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149569 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -10462142.000000 Penalty: 1115.113647
	Iteration 108Q: 3 clusters Score -1.046214e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150064 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -10462133.000000 Penalty: 1115.113647
	Iteration 109Q: 3 clusters Score -1.046213e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150591 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -10462097.000000 Penalty: 1115.113647
	Iteration 110Q: 3 clusters Score -1.04621e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151078 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -10462092.000000 Penalty: 1115.113647
	Iteration 111Q: 3 clusters Score -1.046209e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151600 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -10462119.000000 Penalty: 1115.113647
	Iteration 112Q: 3 clusters Score -1.046212e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152031 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -10462147.000000 Penalty: 1115.113647
	Iteration 113Q: 3 clusters Score -1.046215e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152448 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -10462173.000000 Penalty: 1115.113647
	Iteration 114Q: 3 clusters Score -1.046217e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152829 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -10462164.000000 Penalty: 1115.113647
	Iteration 115Q: 3 clusters Score -1.046216e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153316 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -10462186.000000 Penalty: 1115.113647
	Iteration 116Q: 3 clusters Score -1.046219e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153791 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -10462168.000000 Penalty: 1115.113647
	Iteration 117Q: 3 clusters Score -1.046217e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154299 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -10462208.000000 Penalty: 1115.113647
	Iteration 118Q: 3 clusters Score -1.046221e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -10462225.000000 Penalty: 1115.113647
	Iteration 119Q: 3 clusters Score -1.046222e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -10462215.000000 Penalty: 1115.113647
	Iteration 120F: 3 clusters Score -1.046222e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155573 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -10462183.000000 Penalty: 1115.113647
	Iteration 121Q: 3 clusters Score -1.046218e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155950 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -10462189.000000 Penalty: 1115.113647
	Iteration 122Q: 3 clusters Score -1.046219e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156253 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -10462198.000000 Penalty: 1115.113647
	Iteration 123Q: 3 clusters Score -1.04622e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156580 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -10462198.000000 Penalty: 1115.113647
	Iteration 124Q: 3 clusters Score -1.04622e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -10462184.000000 Penalty: 1115.113647
	Iteration 125Q: 3 clusters Score -1.046218e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157140 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -10462211.000000 Penalty: 1115.113647
	Iteration 126Q: 3 clusters Score -1.046221e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157449 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -10462224.000000 Penalty: 1115.113647
	Iteration 127Q: 3 clusters Score -1.046222e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157737 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -10462217.000000 Penalty: 1115.113647
	Iteration 128Q: 3 clusters Score -1.046222e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158043 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -10462189.000000 Penalty: 1115.113647
	Iteration 129Q: 3 clusters Score -1.046219e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158321 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -10462185.000000 Penalty: 1115.113647
	Iteration 130Q: 3 clusters Score -1.046218e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158568 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -10462185.000000 Penalty: 1115.113647
	Iteration 131Q: 3 clusters Score -1.046218e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158877 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -10462188.000000 Penalty: 1115.113647
	Iteration 132Q: 3 clusters Score -1.046219e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159159 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -10462203.000000 Penalty: 1115.113647
	Iteration 133Q: 3 clusters Score -1.04622e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -10462230.000000 Penalty: 1115.113647
	Iteration 134Q: 3 clusters Score -1.046223e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159731 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -10462219.000000 Penalty: 1115.113647
	Iteration 135Q: 3 clusters Score -1.046222e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160084 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -10462227.000000 Penalty: 1115.113647
	Iteration 136Q: 3 clusters Score -1.046223e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160449 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -10462241.000000 Penalty: 1115.113647
	Iteration 137Q: 3 clusters Score -1.046224e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160775 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -10462253.000000 Penalty: 1115.113647
	Iteration 138Q: 3 clusters Score -1.046225e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161126 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -10462272.000000 Penalty: 1115.113647
	Iteration 139Q: 3 clusters Score -1.046227e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161410 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -10462265.000000 Penalty: 1115.113647
	Iteration 140F: 3 clusters Score -1.046226e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161685 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -10462301.000000 Penalty: 1115.113647
	Iteration 141Q: 3 clusters Score -1.04623e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161927 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -10462327.000000 Penalty: 1115.113647
	Iteration 142Q: 3 clusters Score -1.046233e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162208 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -10462365.000000 Penalty: 1115.113647
	Iteration 143Q: 3 clusters Score -1.046236e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162447 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -10462379.000000 Penalty: 1115.113647
	Iteration 144Q: 3 clusters Score -1.046238e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162790 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -10462383.000000 Penalty: 1115.113647
	Iteration 145Q: 3 clusters Score -1.046238e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163079 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -10462413.000000 Penalty: 1115.113647
	Iteration 146Q: 3 clusters Score -1.046241e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163393 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -10462419.000000 Penalty: 1115.113647
	Iteration 147Q: 3 clusters Score -1.046242e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163636 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -10462437.000000 Penalty: 1115.113647
	Iteration 148Q: 3 clusters Score -1.046244e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -10462407.000000 Penalty: 1115.113647
	Iteration 149Q: 3 clusters Score -1.046241e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164000 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -10462414.000000 Penalty: 1115.113647
	Iteration 150Q: 3 clusters Score -1.046241e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -10462408.000000 Penalty: 1115.113647
	Iteration 151Q: 3 clusters Score -1.046241e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164457 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -10462406.000000 Penalty: 1115.113647
	Iteration 152Q: 3 clusters Score -1.046241e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164671 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -10462440.000000 Penalty: 1115.113647
	Iteration 153Q: 3 clusters Score -1.046244e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164866 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -10462415.000000 Penalty: 1115.113647
	Iteration 154Q: 3 clusters Score -1.046242e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165022 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -10462406.000000 Penalty: 1115.113647
	Iteration 155Q: 3 clusters Score -1.046241e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165165 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -10462403.000000 Penalty: 1115.113647
	Iteration 156Q: 3 clusters Score -1.04624e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165288 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -10462437.000000 Penalty: 1115.113647
	Iteration 157Q: 3 clusters Score -1.046244e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -10462452.000000 Penalty: 1115.113647
	Iteration 158Q: 3 clusters Score -1.046245e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165626 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -10462461.000000 Penalty: 1115.113647
	Iteration 159Q: 3 clusters Score -1.046246e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165778 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -10462481.000000 Penalty: 1115.113647
	Iteration 160F: 3 clusters Score -1.046248e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165963 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -10462486.000000 Penalty: 1115.113647
	Iteration 161Q: 3 clusters Score -1.046249e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166144 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -10462505.000000 Penalty: 1115.113647
	Iteration 162Q: 3 clusters Score -1.04625e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166287 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -10462509.000000 Penalty: 1115.113647
	Iteration 163Q: 3 clusters Score -1.046251e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166449 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -10462534.000000 Penalty: 1115.113647
	Iteration 164Q: 3 clusters Score -1.046253e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166571 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -10462538.000000 Penalty: 1115.113647
	Iteration 165Q: 3 clusters Score -1.046254e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -10462532.000000 Penalty: 1115.113647
	Iteration 166Q: 3 clusters Score -1.046253e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -10462505.000000 Penalty: 1115.113647
	Iteration 167Q: 3 clusters Score -1.04625e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167172 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -10462504.000000 Penalty: 1115.113647
	Iteration 168Q: 3 clusters Score -1.04625e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -10462518.000000 Penalty: 1115.113647
	Iteration 169Q: 3 clusters Score -1.046252e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167483 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -10462521.000000 Penalty: 1115.113647
	Iteration 170Q: 3 clusters Score -1.046252e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167645 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -10462484.000000 Penalty: 1115.113647
	Iteration 171Q: 3 clusters Score -1.046248e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167792 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -10462494.000000 Penalty: 1115.113647
	Iteration 172Q: 3 clusters Score -1.046249e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167883 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -10462505.000000 Penalty: 1115.113647
	Iteration 173Q: 3 clusters Score -1.04625e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167984 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -10462507.000000 Penalty: 1115.113647
	Iteration 174Q: 3 clusters Score -1.046251e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168083 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -10462522.000000 Penalty: 1115.113647
	Iteration 175Q: 3 clusters Score -1.046252e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168172 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -10462519.000000 Penalty: 1115.113647
	Iteration 176Q: 3 clusters Score -1.046252e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168217 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -10462488.000000 Penalty: 1115.113647
	Iteration 177Q: 3 clusters Score -1.046249e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168305 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -10462483.000000 Penalty: 1115.113647
	Iteration 178Q: 3 clusters Score -1.046248e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168377 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -10462486.000000 Penalty: 1115.113647
	Iteration 179Q: 3 clusters Score -1.046249e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168487 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -10462504.000000 Penalty: 1115.113647
	Iteration 180F: 3 clusters Score -1.04625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168553 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -10462490.000000 Penalty: 1115.113647
	Iteration 181Q: 3 clusters Score -1.046249e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -10462476.000000 Penalty: 1115.113647
	Iteration 182Q: 3 clusters Score -1.046248e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168694 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -10462469.000000 Penalty: 1115.113647
	Iteration 183Q: 3 clusters Score -1.046247e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -10462455.000000 Penalty: 1115.113647
	Iteration 184Q: 3 clusters Score -1.046246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168791 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -10462448.000000 Penalty: 1115.113647
	Iteration 185Q: 3 clusters Score -1.046245e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168869 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -10462460.000000 Penalty: 1115.113647
	Iteration 186Q: 3 clusters Score -1.046246e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168966 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -10462448.000000 Penalty: 1115.113647
	Iteration 187Q: 3 clusters Score -1.046245e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169098 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -10462458.000000 Penalty: 1115.113647
	Iteration 188Q: 3 clusters Score -1.046246e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169213 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -10462453.000000 Penalty: 1115.113647
	Iteration 189Q: 3 clusters Score -1.046245e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -10462465.000000 Penalty: 1115.113647
	Iteration 190Q: 3 clusters Score -1.046246e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169316 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -10462463.000000 Penalty: 1115.113647
	Iteration 191Q: 3 clusters Score -1.046246e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169366 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -10462472.000000 Penalty: 1115.113647
	Iteration 192Q: 3 clusters Score -1.046247e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169438 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -10462462.000000 Penalty: 1115.113647
	Iteration 193Q: 3 clusters Score -1.046246e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169549 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -10462471.000000 Penalty: 1115.113647
	Iteration 194Q: 3 clusters Score -1.046247e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169628 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -10462447.000000 Penalty: 1115.113647
	Iteration 195Q: 3 clusters Score -1.046245e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169749 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -10462471.000000 Penalty: 1115.113647
	Iteration 196Q: 3 clusters Score -1.046247e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169873 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -10462481.000000 Penalty: 1115.113647
	Iteration 197Q: 3 clusters Score -1.046248e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170003 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -10462464.000000 Penalty: 1115.113647
	Iteration 198Q: 3 clusters Score -1.046246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170007 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -10462467.000000 Penalty: 1115.113647
	Iteration 199Q: 3 clusters Score -1.046247e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170122 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -10462478.000000 Penalty: 1115.113647
	Iteration 200F: 3 clusters Score -1.046248e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170191 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -10462467.000000 Penalty: 1115.113647
	Iteration 201Q: 3 clusters Score -1.046247e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170303 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -10462467.000000 Penalty: 1115.113647
	Iteration 202Q: 3 clusters Score -1.046247e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170369 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -10462444.000000 Penalty: 1115.113647
	Iteration 203Q: 3 clusters Score -1.046244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -10462438.000000 Penalty: 1115.113647
	Iteration 204Q: 3 clusters Score -1.046244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170434 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -10462438.000000 Penalty: 1115.113647
	Iteration 205Q: 3 clusters Score -1.046244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170431 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -10462446.000000 Penalty: 1115.113647
	Iteration 206Q: 3 clusters Score -1.046245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170421 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -10462447.000000 Penalty: 1115.113647
	Iteration 207Q: 3 clusters Score -1.046245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170415 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -10462443.000000 Penalty: 1115.113647
	Iteration 208Q: 3 clusters Score -1.046244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170436 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -10462448.000000 Penalty: 1115.113647
	Iteration 209Q: 3 clusters Score -1.046245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170434 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -10462449.000000 Penalty: 1115.113647
	Iteration 210Q: 3 clusters Score -1.046245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170456 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -10462447.000000 Penalty: 1115.113647
	Iteration 211Q: 3 clusters Score -1.046245e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170481 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -10462450.000000 Penalty: 1115.113647
	Iteration 212Q: 3 clusters Score -1.046245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170468 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -10462457.000000 Penalty: 1115.113647
	Iteration 213Q: 3 clusters Score -1.046246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170465 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -10462451.000000 Penalty: 1115.113647
	Iteration 214Q: 3 clusters Score -1.046245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170467 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -10462450.000000 Penalty: 1115.113647
	Iteration 215Q: 3 clusters Score -1.046245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -10462446.000000 Penalty: 1115.113647
	Iteration 216Q: 3 clusters Score -1.046245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170454 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -10462451.000000 Penalty: 1115.113647
	Iteration 217Q: 3 clusters Score -1.046245e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170469 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -10462453.000000 Penalty: 1115.113647
	Iteration 218Q: 3 clusters Score -1.046245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170467 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -10462447.000000 Penalty: 1115.113647
	Iteration 219Q: 3 clusters Score -1.046245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170461 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -10462451.000000 Penalty: 1115.113647
	Iteration 220F: 3 clusters Score -1.046245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170466 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -10462451.000000 Penalty: 1115.113647
	Iteration 221Q: 3 clusters Score -1.046245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170467 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -10462458.000000 Penalty: 1115.113647
	Iteration 222Q: 3 clusters Score -1.046246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170467 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -10462458.000000 Penalty: 1115.113647
	Iteration 223F: 3 clusters Score -1.046246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 97793 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 97500 members 
Mstep: Class 14 contains 217004 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 41319 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 187662 members 
Mstep: Class 26 contains 4904 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 42893 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 151850 members 
Mstep: Class 32 contains 1298 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 27191 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37431 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173046 members 
Mstep: Class 43 contains 10913 members 
Mstep: Class 44 contains 21182 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7224 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 38558 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1098 members 
Mstep: Class 55 contains 342 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 59 contains 39351 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 195544 members 
Mstep: Class 65 contains 14244 members 
Mstep: Class 66 contains 94231 members 
Mstep: Class 67 contains 2288 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 60064 members 
Mstep: Class 72 contains 72817 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 170467 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90765304.000000 Penalty: 52089.089844
Splitting cluster 76 changes total score from -90766624.000000 to -90765304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -8110.642578 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -8110.643 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 133 members 
Entering Unmasked Estep 
Score: -7802.151855 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -7802.152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7878.212402 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -7878.212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7901.878418 Penalty: 505.319305
	Iteration 2Q: 3 clusters Score -7901.878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7908.257812 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -7908.258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7913.324707 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -7913.325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7923.784180 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -7923.784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7937.819824 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -7937.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7951.139648 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -7951.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7954.486328 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -7954.486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7958.555176 Penalty: 505.319305
	Iteration 9Q: 3 clusters Score -7958.555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7960.396973 Penalty: 505.319305
	Iteration 10Q: 3 clusters Score -7960.397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7960.396973 Penalty: 505.319305
	Iteration 11F: 3 clusters Score -7960.397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -18221.273438 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -18221.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17831.800781 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -17831.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17978.326172 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -17978.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18006.537109 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -18006.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18012.771484 Penalty: 535.887878
	Iteration 3Q: 3 clusters Score -18012.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18019.769531 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -18019.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18021.919922 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -18021.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18023.853516 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -18023.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18028.798828 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -18028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18035.035156 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -18035.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18049.896484 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -18049.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18058.339844 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -18058.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18069.681641 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -18069.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18080.966797 Penalty: 535.887878
	Iteration 12Q: 3 clusters Score -18080.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18086.994141 Penalty: 535.887878
	Iteration 13Q: 3 clusters Score -18086.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18090.107422 Penalty: 535.887878
	Iteration 14Q: 3 clusters Score -18090.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18093.341797 Penalty: 535.887878
	Iteration 15Q: 3 clusters Score -18093.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18094.990234 Penalty: 535.887878
	Iteration 16Q: 3 clusters Score -18094.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18099.007812 Penalty: 535.887878
	Iteration 17Q: 3 clusters Score -18099.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18101.060547 Penalty: 535.887878
	Iteration 18Q: 3 clusters Score -18101.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18103.273438 Penalty: 535.887878
	Iteration 19Q: 3 clusters Score -18103.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18103.273438 Penalty: 535.887878
	Iteration 20F: 3 clusters Score -18103.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -14662.554688 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -14662.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14317.302734 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -14317.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14462.124023 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -14462.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14519.166992 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -14519.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14560.199219 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -14560.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14577.646484 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -14577.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14593.000000 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -14593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14609.172852 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -14609.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14617.646484 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -14617.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14634.415039 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -14634.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14640.696289 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -14640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14650.306641 Penalty: 524.917236
	Iteration 10Q: 3 clusters Score -14650.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14669.927734 Penalty: 524.917236
	Iteration 11Q: 3 clusters Score -14669.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14669.927734 Penalty: 524.917236
	Iteration 12F: 3 clusters Score -14669.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 97793 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 97500 members 
Mstep: Class 14 contains 217004 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 41319 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 187662 members 
Mstep: Class 26 contains 4904 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 42893 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 151850 members 
Mstep: Class 32 contains 1298 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 27191 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37431 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173046 members 
Mstep: Class 43 contains 10913 members 
Mstep: Class 44 contains 21182 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7224 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 38558 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1098 members 
Mstep: Class 55 contains 342 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 59 contains 172 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 195544 members 
Mstep: Class 65 contains 14244 members 
Mstep: Class 66 contains 94231 members 
Mstep: Class 67 contains 2288 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 60064 members 
Mstep: Class 72 contains 72817 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 209818 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 148 members 
Entering Unmasked Estep 
Score: -90766288.000000 Penalty: 52089.089844
Splitting cluster 80 changes total score from -90766624.000000 to -90766288.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 97793 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 97500 members 
Mstep: Class 14 contains 217004 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 41319 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 187662 members 
Mstep: Class 26 contains 4904 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 42893 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 151850 members 
Mstep: Class 32 contains 1298 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 27191 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37431 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173046 members 
Mstep: Class 43 contains 10913 members 
Mstep: Class 44 contains 21182 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7224 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 38558 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1098 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 195544 members 
Mstep: Class 65 contains 14244 members 
Mstep: Class 66 contains 94231 members 
Mstep: Class 67 contains 2288 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 60064 members 
Mstep: Class 72 contains 72817 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1773 members 
Mstep: Class 76 contains 209818 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90767304.000000 Penalty: 51429.734375
Iteration 319Q: 79 clusters Score -9.07673e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 97724 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 10829 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 20849 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16344 members 
Mstep: Class 9 contains 44330 members 
Mstep: Class 10 contains 7180 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 97814 members 
Mstep: Class 14 contains 216963 members 
Mstep: Class 15 contains 6457 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 40981 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 3356 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 187231 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 42862 members 
Mstep: Class 29 contains 2887 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 152604 members 
Mstep: Class 32 contains 1304 members 
Mstep: Class 33 contains 1154 members 
Mstep: Class 34 contains 973 members 
Mstep: Class 35 contains 749 members 
Mstep: Class 36 contains 5776 members 
Mstep: Class 37 contains 27308 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37427 members 
Mstep: Class 40 contains 385 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 172881 members 
Mstep: Class 43 contains 10940 members 
Mstep: Class 44 contains 20803 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 734 members 
Mstep: Class 47 contains 7224 members 
Mstep: Class 48 contains 442 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 38186 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 195348 members 
Mstep: Class 65 contains 14247 members 
Mstep: Class 66 contains 94622 members 
Mstep: Class 67 contains 2324 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 59218 members 
Mstep: Class 72 contains 74203 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 346 members 
Mstep: Class 75 contains 1776 members 
Mstep: Class 76 contains 210297 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768072.000000 Penalty: 51429.734375
Iteration 320F: 79 clusters Score -9.076807e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 97647 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20868 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16223 members 
Mstep: Class 9 contains 43973 members 
Mstep: Class 10 contains 7183 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 98087 members 
Mstep: Class 14 contains 216926 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 40654 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 3321 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 186858 members 
Mstep: Class 26 contains 4884 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 42829 members 
Mstep: Class 29 contains 2873 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 153335 members 
Mstep: Class 32 contains 1307 members 
Mstep: Class 33 contains 1161 members 
Mstep: Class 34 contains 972 members 
Mstep: Class 35 contains 767 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 27415 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37435 members 
Mstep: Class 40 contains 383 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 172679 members 
Mstep: Class 43 contains 10953 members 
Mstep: Class 44 contains 20429 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 732 members 
Mstep: Class 47 contains 7213 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 37648 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 671 members 
Mstep: Class 64 contains 195138 members 
Mstep: Class 65 contains 14255 members 
Mstep: Class 66 contains 95086 members 
Mstep: Class 67 contains 2370 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 58397 members 
Mstep: Class 72 contains 75481 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 335 members 
Mstep: Class 75 contains 1778 members 
Mstep: Class 76 contains 210921 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768360.000000 Penalty: 51429.734375
Iteration 321Q: 79 clusters Score -9.076836e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 97598 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20892 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 43577 members 
Mstep: Class 10 contains 7185 members 
Mstep: Class 11 contains 1654 members 
Mstep: Class 12 contains 2272 members 
Mstep: Class 13 contains 98320 members 
Mstep: Class 14 contains 216894 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 40335 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 186383 members 
Mstep: Class 26 contains 4879 members 
Mstep: Class 27 contains 2315 members 
Mstep: Class 28 contains 42784 members 
Mstep: Class 29 contains 2855 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 154067 members 
Mstep: Class 32 contains 1309 members 
Mstep: Class 33 contains 1167 members 
Mstep: Class 34 contains 968 members 
Mstep: Class 35 contains 779 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 27538 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37439 members 
Mstep: Class 40 contains 382 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 172452 members 
Mstep: Class 43 contains 10982 members 
Mstep: Class 44 contains 20049 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 737 members 
Mstep: Class 47 contains 7210 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 37100 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 367 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194963 members 
Mstep: Class 65 contains 14264 members 
Mstep: Class 66 contains 95429 members 
Mstep: Class 67 contains 2423 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 57639 members 
Mstep: Class 72 contains 76856 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 334 members 
Mstep: Class 75 contains 1784 members 
Mstep: Class 76 contains 211527 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768832.000000 Penalty: 51429.734375
Iteration 322Q: 79 clusters Score -9.076883e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 97551 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 11137 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20900 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16120 members 
Mstep: Class 9 contains 43182 members 
Mstep: Class 10 contains 7187 members 
Mstep: Class 11 contains 1649 members 
Mstep: Class 12 contains 2273 members 
Mstep: Class 13 contains 98548 members 
Mstep: Class 14 contains 216868 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 39978 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2490 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 185725 members 
Mstep: Class 26 contains 4864 members 
Mstep: Class 27 contains 2315 members 
Mstep: Class 28 contains 42744 members 
Mstep: Class 29 contains 2848 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 154683 members 
Mstep: Class 32 contains 1311 members 
Mstep: Class 33 contains 1169 members 
Mstep: Class 34 contains 965 members 
Mstep: Class 35 contains 787 members 
Mstep: Class 36 contains 5776 members 
Mstep: Class 37 contains 27673 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37442 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 172221 members 
Mstep: Class 43 contains 11005 members 
Mstep: Class 44 contains 19663 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 738 members 
Mstep: Class 47 contains 7214 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 36575 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 194873 members 
Mstep: Class 65 contains 14301 members 
Mstep: Class 66 contains 95801 members 
Mstep: Class 67 contains 2468 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 56858 members 
Mstep: Class 72 contains 78401 members 
Mstep: Class 73 contains 195 members 
Mstep: Class 74 contains 333 members 
Mstep: Class 75 contains 1787 members 
Mstep: Class 76 contains 212189 members 
Mstep: Class 78 contains 258 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90769728.000000 Penalty: 51429.734375
Iteration 323Q: 79 clusters Score -9.076973e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 97477 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 11260 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20898 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16092 members 
Mstep: Class 9 contains 42811 members 
Mstep: Class 10 contains 7189 members 
Mstep: Class 11 contains 1651 members 
Mstep: Class 12 contains 2272 members 
Mstep: Class 13 contains 98716 members 
Mstep: Class 14 contains 216834 members 
Mstep: Class 15 contains 5945 members 
Mstep: Class 16 contains 1343 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 39611 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2490 members 
Mstep: Class 23 contains 3244 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 185138 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 2316 members 
Mstep: Class 28 contains 42705 members 
Mstep: Class 29 contains 2843 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 155223 members 
Mstep: Class 32 contains 1314 members 
Mstep: Class 33 contains 1168 members 
Mstep: Class 34 contains 966 members 
Mstep: Class 35 contains 792 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 27840 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37442 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 172009 members 
Mstep: Class 43 contains 11032 members 
Mstep: Class 44 contains 19237 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 738 members 
Mstep: Class 47 contains 7222 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 36177 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 376 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 194907 members 
Mstep: Class 65 contains 14340 members 
Mstep: Class 66 contains 96305 members 
Mstep: Class 67 contains 2505 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 56038 members 
Mstep: Class 72 contains 79721 members 
Mstep: Class 73 contains 196 members 
Mstep: Class 74 contains 336 members 
Mstep: Class 75 contains 1785 members 
Mstep: Class 76 contains 212743 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90770560.000000 Penalty: 51429.734375
Iteration 324Q: 79 clusters Score -9.077056e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 97407 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 11399 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20890 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16092 members 
Mstep: Class 9 contains 42430 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 2270 members 
Mstep: Class 13 contains 98871 members 
Mstep: Class 14 contains 216792 members 
Mstep: Class 15 contains 5833 members 
Mstep: Class 16 contains 1344 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 39248 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2491 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 184625 members 
Mstep: Class 26 contains 4843 members 
Mstep: Class 27 contains 2326 members 
Mstep: Class 28 contains 42665 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 155815 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 1170 members 
Mstep: Class 34 contains 966 members 
Mstep: Class 35 contains 799 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 27990 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37441 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 171813 members 
Mstep: Class 43 contains 11057 members 
Mstep: Class 44 contains 18806 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 739 members 
Mstep: Class 47 contains 7231 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 35782 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 379 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 663 members 
Mstep: Class 64 contains 194947 members 
Mstep: Class 65 contains 14408 members 
Mstep: Class 66 contains 96729 members 
Mstep: Class 67 contains 2533 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 55251 members 
Mstep: Class 72 contains 81000 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 337 members 
Mstep: Class 75 contains 1786 members 
Mstep: Class 76 contains 213211 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90770760.000000 Penalty: 51429.734375
Iteration 325Q: 79 clusters Score -9.077076e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 97348 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 11546 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20893 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16100 members 
Mstep: Class 9 contains 42017 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 98970 members 
Mstep: Class 14 contains 216765 members 
Mstep: Class 15 contains 5743 members 
Mstep: Class 16 contains 1343 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 38922 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 2492 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 184179 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 2334 members 
Mstep: Class 28 contains 42643 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 156318 members 
Mstep: Class 32 contains 1323 members 
Mstep: Class 33 contains 1175 members 
Mstep: Class 34 contains 966 members 
Mstep: Class 35 contains 800 members 
Mstep: Class 36 contains 5775 members 
Mstep: Class 37 contains 28146 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37437 members 
Mstep: Class 40 contains 377 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 171628 members 
Mstep: Class 43 contains 11091 members 
Mstep: Class 44 contains 18381 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7214 members 
Mstep: Class 48 contains 446 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 35213 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 382 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 252 members 
Mstep: Class 63 contains 663 members 
Mstep: Class 64 contains 195020 members 
Mstep: Class 65 contains 14469 members 
Mstep: Class 66 contains 97066 members 
Mstep: Class 67 contains 2553 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 54427 members 
Mstep: Class 72 contains 82479 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 339 members 
Mstep: Class 75 contains 1787 members 
Mstep: Class 76 contains 213728 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90771632.000000 Penalty: 51429.734375
Iteration 326Q: 79 clusters Score -9.077163e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 97281 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 11693 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20880 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 41601 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 1613 members 
Mstep: Class 12 contains 2263 members 
Mstep: Class 13 contains 99060 members 
Mstep: Class 14 contains 216731 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 1342 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 38611 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 22 contains 2492 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 183720 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 2341 members 
Mstep: Class 28 contains 42625 members 
Mstep: Class 29 contains 2843 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 156805 members 
Mstep: Class 32 contains 1328 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 966 members 
Mstep: Class 35 contains 805 members 
Mstep: Class 36 contains 5774 members 
Mstep: Class 37 contains 28299 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37434 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 171461 members 
Mstep: Class 43 contains 11122 members 
Mstep: Class 44 contains 17984 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7220 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 34766 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 385 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 662 members 
Mstep: Class 64 contains 195160 members 
Mstep: Class 65 contains 14530 members 
Mstep: Class 66 contains 97231 members 
Mstep: Class 67 contains 2579 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 53601 members 
Mstep: Class 72 contains 84017 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1789 members 
Mstep: Class 76 contains 214162 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90772352.000000 Penalty: 51429.734375
Iteration 327Q: 79 clusters Score -9.077235e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 97239 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 11875 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20873 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16112 members 
Mstep: Class 9 contains 41221 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 2263 members 
Mstep: Class 13 contains 99116 members 
Mstep: Class 14 contains 216710 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 1343 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 38298 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1999 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 183337 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 42609 members 
Mstep: Class 29 contains 2852 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 157224 members 
Mstep: Class 32 contains 1333 members 
Mstep: Class 33 contains 1185 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 808 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 28421 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37434 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 171378 members 
Mstep: Class 43 contains 11151 members 
Mstep: Class 44 contains 17582 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7217 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 34294 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1094 members 
Mstep: Class 55 contains 389 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 662 members 
Mstep: Class 64 contains 195250 members 
Mstep: Class 65 contains 14603 members 
Mstep: Class 66 contains 97387 members 
Mstep: Class 67 contains 2606 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 52818 members 
Mstep: Class 72 contains 85508 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 346 members 
Mstep: Class 75 contains 1788 members 
Mstep: Class 76 contains 214559 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 362 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90773072.000000 Penalty: 51429.734375
Iteration 328Q: 79 clusters Score -9.077307e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 97194 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 12060 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20882 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16150 members 
Mstep: Class 9 contains 40859 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 2270 members 
Mstep: Class 13 contains 99141 members 
Mstep: Class 14 contains 216697 members 
Mstep: Class 15 contains 5425 members 
Mstep: Class 16 contains 1343 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 37982 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1996 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182982 members 
Mstep: Class 26 contains 4797 members 
Mstep: Class 27 contains 2349 members 
Mstep: Class 28 contains 42579 members 
Mstep: Class 29 contains 2861 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 157619 members 
Mstep: Class 32 contains 1339 members 
Mstep: Class 33 contains 1189 members 
Mstep: Class 34 contains 968 members 
Mstep: Class 35 contains 816 members 
Mstep: Class 36 contains 5778 members 
Mstep: Class 37 contains 28522 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37431 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 171298 members 
Mstep: Class 43 contains 11177 members 
Mstep: Class 44 contains 17206 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7230 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 34000 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1094 members 
Mstep: Class 55 contains 393 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 663 members 
Mstep: Class 64 contains 195379 members 
Mstep: Class 65 contains 14692 members 
Mstep: Class 66 contains 97350 members 
Mstep: Class 67 contains 2625 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 52069 members 
Mstep: Class 72 contains 87043 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 346 members 
Mstep: Class 75 contains 1788 members 
Mstep: Class 76 contains 214811 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 362 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90773768.000000 Penalty: 51429.734375
Iteration 329Q: 79 clusters Score -9.077377e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 97162 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 12252 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20888 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16205 members 
Mstep: Class 9 contains 40522 members 
Mstep: Class 10 contains 7196 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 99165 members 
Mstep: Class 14 contains 216638 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 37664 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1992 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182827 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 42544 members 
Mstep: Class 29 contains 2864 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 157909 members 
Mstep: Class 32 contains 1348 members 
Mstep: Class 33 contains 1192 members 
Mstep: Class 34 contains 969 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 5778 members 
Mstep: Class 37 contains 28584 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37427 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 171236 members 
Mstep: Class 43 contains 11206 members 
Mstep: Class 44 contains 16814 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7256 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 33506 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 662 members 
Mstep: Class 64 contains 195545 members 
Mstep: Class 65 contains 14781 members 
Mstep: Class 66 contains 97313 members 
Mstep: Class 67 contains 2646 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 51329 members 
Mstep: Class 72 contains 88534 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 344 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 215163 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 362 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90774632.000000 Penalty: 51429.734375
Iteration 330Q: 79 clusters Score -9.077463e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 97127 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 12454 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20887 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16243 members 
Mstep: Class 9 contains 40178 members 
Mstep: Class 10 contains 7198 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 99182 members 
Mstep: Class 14 contains 216604 members 
Mstep: Class 15 contains 5260 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 37393 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 1990 members 
Mstep: Class 22 contains 2485 members 
Mstep: Class 23 contains 3019 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182738 members 
Mstep: Class 26 contains 4744 members 
Mstep: Class 27 contains 2355 members 
Mstep: Class 28 contains 42500 members 
Mstep: Class 29 contains 2870 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 158291 members 
Mstep: Class 32 contains 1359 members 
Mstep: Class 33 contains 1195 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 5780 members 
Mstep: Class 37 contains 28668 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37432 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 171187 members 
Mstep: Class 43 contains 11218 members 
Mstep: Class 44 contains 16456 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7272 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 32878 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 662 members 
Mstep: Class 64 contains 195645 members 
Mstep: Class 65 contains 14877 members 
Mstep: Class 66 contains 97053 members 
Mstep: Class 67 contains 2659 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 50622 members 
Mstep: Class 72 contains 90095 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 343 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 215576 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 362 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90775176.000000 Penalty: 51429.734375
Iteration 331Q: 79 clusters Score -9.077518e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 97090 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20887 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16340 members 
Mstep: Class 9 contains 39835 members 
Mstep: Class 10 contains 7199 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 99179 members 
Mstep: Class 14 contains 216599 members 
Mstep: Class 15 contains 5174 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 37146 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 1989 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 2987 members 
Mstep: Class 24 contains 1323 members 
Mstep: Class 25 contains 182640 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 2359 members 
Mstep: Class 28 contains 42486 members 
Mstep: Class 29 contains 2876 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 158623 members 
Mstep: Class 32 contains 1365 members 
Mstep: Class 33 contains 1195 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 831 members 
Mstep: Class 36 contains 5778 members 
Mstep: Class 37 contains 28792 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37437 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 171136 members 
Mstep: Class 43 contains 11237 members 
Mstep: Class 44 contains 16088 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7277 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 32233 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 416 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 662 members 
Mstep: Class 64 contains 195712 members 
Mstep: Class 65 contains 14952 members 
Mstep: Class 66 contains 96832 members 
Mstep: Class 67 contains 2666 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 49984 members 
Mstep: Class 72 contains 91552 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 342 members 
Mstep: Class 75 contains 1789 members 
Mstep: Class 76 contains 215978 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 362 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90775464.000000 Penalty: 51429.734375
Iteration 332Q: 79 clusters Score -9.077546e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 97043 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 12872 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20896 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16430 members 
Mstep: Class 9 contains 39515 members 
Mstep: Class 10 contains 7203 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 2280 members 
Mstep: Class 13 contains 99143 members 
Mstep: Class 14 contains 216598 members 
Mstep: Class 15 contains 5102 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 36925 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 1987 members 
Mstep: Class 22 contains 2493 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 182477 members 
Mstep: Class 26 contains 4708 members 
Mstep: Class 27 contains 2360 members 
Mstep: Class 28 contains 42462 members 
Mstep: Class 29 contains 2888 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 159027 members 
Mstep: Class 32 contains 1374 members 
Mstep: Class 33 contains 1200 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 834 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 28920 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37446 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 171073 members 
Mstep: Class 43 contains 11260 members 
Mstep: Class 44 contains 15699 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7274 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 31792 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 421 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 661 members 
Mstep: Class 64 contains 195772 members 
Mstep: Class 65 contains 15040 members 
Mstep: Class 66 contains 96488 members 
Mstep: Class 67 contains 2682 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 49311 members 
Mstep: Class 72 contains 93099 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 341 members 
Mstep: Class 75 contains 1789 members 
Mstep: Class 76 contains 216191 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 362 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90776168.000000 Penalty: 51429.734375
Iteration 333Q: 79 clusters Score -9.077617e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 97021 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20898 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16521 members 
Mstep: Class 9 contains 39193 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 99111 members 
Mstep: Class 14 contains 216578 members 
Mstep: Class 15 contains 5018 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 36687 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 1987 members 
Mstep: Class 22 contains 2491 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 182465 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 42450 members 
Mstep: Class 29 contains 2904 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 159422 members 
Mstep: Class 32 contains 1380 members 
Mstep: Class 33 contains 1206 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 29057 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37453 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 171001 members 
Mstep: Class 43 contains 11284 members 
Mstep: Class 44 contains 15329 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7271 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 31167 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 427 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 270 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 663 members 
Mstep: Class 64 contains 195826 members 
Mstep: Class 65 contains 15147 members 
Mstep: Class 66 contains 96255 members 
Mstep: Class 67 contains 2697 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 48626 members 
Mstep: Class 72 contains 94451 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 339 members 
Mstep: Class 75 contains 1788 members 
Mstep: Class 76 contains 216539 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90776424.000000 Penalty: 51429.734375
Iteration 334Q: 79 clusters Score -9.077642e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 96962 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 13264 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20889 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16634 members 
Mstep: Class 9 contains 38894 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 1549 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 99069 members 
Mstep: Class 14 contains 216551 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 36460 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 797 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 2493 members 
Mstep: Class 23 contains 2942 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 182400 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 42432 members 
Mstep: Class 29 contains 2926 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 159849 members 
Mstep: Class 32 contains 1383 members 
Mstep: Class 33 contains 1209 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 839 members 
Mstep: Class 36 contains 5780 members 
Mstep: Class 37 contains 29189 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37456 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170883 members 
Mstep: Class 43 contains 11292 members 
Mstep: Class 44 contains 15008 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7284 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 30706 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 429 members 
Mstep: Class 56 contains 156 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 271 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 666 members 
Mstep: Class 64 contains 195886 members 
Mstep: Class 65 contains 15269 members 
Mstep: Class 66 contains 95976 members 
Mstep: Class 67 contains 2699 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 47912 members 
Mstep: Class 72 contains 95751 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 339 members 
Mstep: Class 75 contains 1789 members 
Mstep: Class 76 contains 216857 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90776696.000000 Penalty: 51429.734375
Iteration 335Q: 79 clusters Score -9.07767e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 96890 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 13418 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20886 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 16773 members 
Mstep: Class 9 contains 38597 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 1544 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 99053 members 
Mstep: Class 14 contains 216527 members 
Mstep: Class 15 contains 4876 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 36271 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 182342 members 
Mstep: Class 26 contains 4676 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 42410 members 
Mstep: Class 29 contains 2959 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 160086 members 
Mstep: Class 32 contains 1386 members 
Mstep: Class 33 contains 1215 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 842 members 
Mstep: Class 36 contains 5781 members 
Mstep: Class 37 contains 29333 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37460 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170734 members 
Mstep: Class 43 contains 11300 members 
Mstep: Class 44 contains 14712 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7303 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 30125 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1103 members 
Mstep: Class 55 contains 435 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 273 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 666 members 
Mstep: Class 64 contains 196017 members 
Mstep: Class 65 contains 15369 members 
Mstep: Class 66 contains 95839 members 
Mstep: Class 67 contains 2703 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 47233 members 
Mstep: Class 72 contains 97013 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 337 members 
Mstep: Class 75 contains 1789 members 
Mstep: Class 76 contains 217232 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90776976.000000 Penalty: 51429.734375
Iteration 336Q: 79 clusters Score -9.077698e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 96825 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 13577 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20875 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 16891 members 
Mstep: Class 9 contains 38285 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 2295 members 
Mstep: Class 13 contains 99054 members 
Mstep: Class 14 contains 216503 members 
Mstep: Class 15 contains 4819 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 36098 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 797 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2491 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 182374 members 
Mstep: Class 26 contains 4662 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 42402 members 
Mstep: Class 29 contains 2989 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 160438 members 
Mstep: Class 32 contains 1388 members 
Mstep: Class 33 contains 1212 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 5782 members 
Mstep: Class 37 contains 29478 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37465 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170638 members 
Mstep: Class 43 contains 11297 members 
Mstep: Class 44 contains 14406 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 739 members 
Mstep: Class 47 contains 7338 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 29546 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 436 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 274 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 196160 members 
Mstep: Class 65 contains 15470 members 
Mstep: Class 66 contains 95448 members 
Mstep: Class 67 contains 2710 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 46543 members 
Mstep: Class 72 contains 98344 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 335 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 217525 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90777184.000000 Penalty: 51429.734375
Iteration 337Q: 79 clusters Score -9.077718e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 96743 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 13737 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20888 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 17069 members 
Mstep: Class 9 contains 37968 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 2295 members 
Mstep: Class 13 contains 99040 members 
Mstep: Class 14 contains 216498 members 
Mstep: Class 15 contains 4742 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 35915 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 797 members 
Mstep: Class 21 contains 1980 members 
Mstep: Class 22 contains 2478 members 
Mstep: Class 23 contains 2903 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 182341 members 
Mstep: Class 26 contains 4643 members 
Mstep: Class 27 contains 2368 members 
Mstep: Class 28 contains 42412 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 160757 members 
Mstep: Class 32 contains 1391 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 5783 members 
Mstep: Class 37 contains 29681 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37463 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170518 members 
Mstep: Class 43 contains 11286 members 
Mstep: Class 44 contains 14123 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 739 members 
Mstep: Class 47 contains 7354 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 29128 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1103 members 
Mstep: Class 55 contains 435 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 196274 members 
Mstep: Class 65 contains 15596 members 
Mstep: Class 66 contains 95030 members 
Mstep: Class 67 contains 2704 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 45914 members 
Mstep: Class 72 contains 99663 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 335 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 217672 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90777600.000000 Penalty: 51429.734375
Iteration 338Q: 79 clusters Score -9.07776e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 96674 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 13909 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20903 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 17263 members 
Mstep: Class 9 contains 37685 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 12 contains 2295 members 
Mstep: Class 13 contains 99001 members 
Mstep: Class 14 contains 216493 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 35710 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 797 members 
Mstep: Class 21 contains 1980 members 
Mstep: Class 22 contains 2477 members 
Mstep: Class 23 contains 2879 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 182387 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 2365 members 
Mstep: Class 28 contains 42409 members 
Mstep: Class 29 contains 3044 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 161029 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 1210 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 5785 members 
Mstep: Class 37 contains 29868 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37457 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1392 members 
Mstep: Class 42 contains 170432 members 
Mstep: Class 43 contains 11265 members 
Mstep: Class 44 contains 13870 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 739 members 
Mstep: Class 47 contains 7386 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 28683 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1098 members 
Mstep: Class 55 contains 435 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 276 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 196424 members 
Mstep: Class 65 contains 15705 members 
Mstep: Class 66 contains 94630 members 
Mstep: Class 67 contains 2705 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 45295 members 
Mstep: Class 72 contains 100842 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 335 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 217834 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90777968.000000 Penalty: 51429.734375
Iteration 339Q: 79 clusters Score -9.077797e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 96593 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 14054 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20897 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 17465 members 
Mstep: Class 9 contains 37401 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 12 contains 2298 members 
Mstep: Class 13 contains 98976 members 
Mstep: Class 14 contains 216508 members 
Mstep: Class 15 contains 4578 members 
Mstep: Class 16 contains 1352 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 35557 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 1980 members 
Mstep: Class 22 contains 2471 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 182533 members 
Mstep: Class 26 contains 4638 members 
Mstep: Class 27 contains 2365 members 
Mstep: Class 28 contains 42401 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 161242 members 
Mstep: Class 32 contains 1404 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 5785 members 
Mstep: Class 37 contains 30021 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37451 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170336 members 
Mstep: Class 43 contains 11256 members 
Mstep: Class 44 contains 13609 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 739 members 
Mstep: Class 47 contains 7419 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 28034 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1098 members 
Mstep: Class 55 contains 435 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 276 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 196641 members 
Mstep: Class 65 contains 15826 members 
Mstep: Class 66 contains 94116 members 
Mstep: Class 67 contains 2709 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 44678 members 
Mstep: Class 72 contains 102136 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 335 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218058 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90778176.000000 Penalty: 51429.734375
Iteration 340F: 79 clusters Score -9.077818e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 96519 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 14230 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20897 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 17675 members 
Mstep: Class 9 contains 37141 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 98934 members 
Mstep: Class 14 contains 216508 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 1353 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 35394 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2466 members 
Mstep: Class 23 contains 2856 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 182738 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 2359 members 
Mstep: Class 28 contains 42391 members 
Mstep: Class 29 contains 3099 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 161396 members 
Mstep: Class 32 contains 1408 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 5786 members 
Mstep: Class 37 contains 30208 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37453 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1392 members 
Mstep: Class 42 contains 170325 members 
Mstep: Class 43 contains 11260 members 
Mstep: Class 44 contains 13363 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7457 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 27347 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 437 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 276 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 196822 members 
Mstep: Class 65 contains 15933 members 
Mstep: Class 66 contains 93715 members 
Mstep: Class 67 contains 2710 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 44066 members 
Mstep: Class 72 contains 103284 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 334 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218211 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90778216.000000 Penalty: 51429.734375
Iteration 341Q: 79 clusters Score -9.077822e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 96467 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 14398 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20896 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 17877 members 
Mstep: Class 9 contains 36874 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 1547 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 98885 members 
Mstep: Class 14 contains 216491 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 1352 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 35209 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2466 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 182795 members 
Mstep: Class 26 contains 4634 members 
Mstep: Class 27 contains 2360 members 
Mstep: Class 28 contains 42393 members 
Mstep: Class 29 contains 3114 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 161606 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 1211 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 5786 members 
Mstep: Class 37 contains 30442 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37456 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170356 members 
Mstep: Class 43 contains 11257 members 
Mstep: Class 44 contains 13131 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 7487 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 26744 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 439 members 
Mstep: Class 56 contains 155 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 276 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 196999 members 
Mstep: Class 65 contains 16018 members 
Mstep: Class 66 contains 93271 members 
Mstep: Class 67 contains 2703 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 43455 members 
Mstep: Class 72 contains 104535 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 333 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218288 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90778432.000000 Penalty: 51429.734375
Iteration 342Q: 79 clusters Score -9.077843e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 96425 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 14541 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20902 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 18065 members 
Mstep: Class 9 contains 36602 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 1546 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 98838 members 
Mstep: Class 14 contains 216494 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 35051 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2469 members 
Mstep: Class 23 contains 2836 members 
Mstep: Class 24 contains 1322 members 
Mstep: Class 25 contains 182717 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 2365 members 
Mstep: Class 28 contains 42393 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 161836 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 1214 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 5786 members 
Mstep: Class 37 contains 30716 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37459 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170337 members 
Mstep: Class 43 contains 11251 members 
Mstep: Class 44 contains 12902 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7506 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 26300 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 440 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 197184 members 
Mstep: Class 65 contains 16099 members 
Mstep: Class 66 contains 92697 members 
Mstep: Class 67 contains 2702 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 42852 members 
Mstep: Class 72 contains 105917 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 334 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218250 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779416.000000 Penalty: 51429.734375
Iteration 343Q: 79 clusters Score -9.077942e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 96392 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 14691 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20902 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 18220 members 
Mstep: Class 9 contains 36365 members 
Mstep: Class 10 contains 7211 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 12 contains 2295 members 
Mstep: Class 13 contains 98768 members 
Mstep: Class 14 contains 216491 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 34929 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2476 members 
Mstep: Class 23 contains 2825 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182752 members 
Mstep: Class 26 contains 4641 members 
Mstep: Class 27 contains 2365 members 
Mstep: Class 28 contains 42382 members 
Mstep: Class 29 contains 3167 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 162030 members 
Mstep: Class 32 contains 1412 members 
Mstep: Class 33 contains 1214 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 5785 members 
Mstep: Class 37 contains 30954 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37470 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170325 members 
Mstep: Class 43 contains 11243 members 
Mstep: Class 44 contains 12657 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 743 members 
Mstep: Class 47 contains 7522 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 25745 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1093 members 
Mstep: Class 55 contains 441 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 197339 members 
Mstep: Class 65 contains 16185 members 
Mstep: Class 66 contains 92256 members 
Mstep: Class 67 contains 2703 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 42312 members 
Mstep: Class 72 contains 107079 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 333 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218354 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779736.000000 Penalty: 51429.734375
Iteration 344Q: 79 clusters Score -9.077974e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 96335 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 14843 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20896 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 18387 members 
Mstep: Class 9 contains 36140 members 
Mstep: Class 10 contains 7211 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 12 contains 2295 members 
Mstep: Class 13 contains 98703 members 
Mstep: Class 14 contains 216488 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 34865 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182706 members 
Mstep: Class 26 contains 4643 members 
Mstep: Class 27 contains 2365 members 
Mstep: Class 28 contains 42367 members 
Mstep: Class 29 contains 3194 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 162412 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1229 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 5786 members 
Mstep: Class 37 contains 31222 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37476 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170271 members 
Mstep: Class 43 contains 11228 members 
Mstep: Class 44 contains 12436 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 743 members 
Mstep: Class 47 contains 7553 members 
Mstep: Class 48 contains 446 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 25230 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1091 members 
Mstep: Class 55 contains 442 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 197453 members 
Mstep: Class 65 contains 16264 members 
Mstep: Class 66 contains 91612 members 
Mstep: Class 67 contains 2701 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 41704 members 
Mstep: Class 72 contains 108380 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 333 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218398 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780088.000000 Penalty: 51429.734375
Iteration 345Q: 79 clusters Score -9.078009e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 96285 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 15005 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20885 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 18571 members 
Mstep: Class 9 contains 35913 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 98655 members 
Mstep: Class 14 contains 216492 members 
Mstep: Class 15 contains 4290 members 
Mstep: Class 16 contains 1352 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 34864 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2489 members 
Mstep: Class 23 contains 2797 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182666 members 
Mstep: Class 26 contains 4643 members 
Mstep: Class 27 contains 2368 members 
Mstep: Class 28 contains 42360 members 
Mstep: Class 29 contains 3216 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 162691 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 1240 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 5784 members 
Mstep: Class 37 contains 31493 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37481 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170205 members 
Mstep: Class 43 contains 11225 members 
Mstep: Class 44 contains 12220 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 743 members 
Mstep: Class 47 contains 7571 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 24826 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1090 members 
Mstep: Class 55 contains 443 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 142 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 197511 members 
Mstep: Class 65 contains 16315 members 
Mstep: Class 66 contains 91099 members 
Mstep: Class 67 contains 2703 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 41158 members 
Mstep: Class 72 contains 109544 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 334 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218343 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780160.000000 Penalty: 51429.734375
Iteration 346Q: 79 clusters Score -9.078016e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 96219 members 
Mstep: Class 3 contains 1406 members 
Mstep: Class 4 contains 15192 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20900 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 18816 members 
Mstep: Class 9 contains 35704 members 
Mstep: Class 10 contains 7214 members 
Mstep: Class 11 contains 1545 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 98606 members 
Mstep: Class 14 contains 216493 members 
Mstep: Class 15 contains 4255 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 34801 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2485 members 
Mstep: Class 23 contains 2795 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182591 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 2374 members 
Mstep: Class 28 contains 42346 members 
Mstep: Class 29 contains 3241 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 162970 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 1249 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 843 members 
Mstep: Class 36 contains 5784 members 
Mstep: Class 37 contains 31736 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37480 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170170 members 
Mstep: Class 43 contains 11223 members 
Mstep: Class 44 contains 11990 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 743 members 
Mstep: Class 47 contains 7604 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 24410 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1090 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 197559 members 
Mstep: Class 65 contains 16362 members 
Mstep: Class 66 contains 90517 members 
Mstep: Class 67 contains 2687 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 40654 members 
Mstep: Class 72 contains 110749 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 335 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218305 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780240.000000 Penalty: 51429.734375
Iteration 347Q: 79 clusters Score -9.078024e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 96140 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 15373 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20910 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 19051 members 
Mstep: Class 9 contains 35509 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 11 contains 1544 members 
Mstep: Class 12 contains 2294 members 
Mstep: Class 13 contains 98576 members 
Mstep: Class 14 contains 216484 members 
Mstep: Class 15 contains 4201 members 
Mstep: Class 16 contains 1349 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 34730 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2483 members 
Mstep: Class 23 contains 2786 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182506 members 
Mstep: Class 26 contains 4639 members 
Mstep: Class 27 contains 2380 members 
Mstep: Class 28 contains 42345 members 
Mstep: Class 29 contains 3258 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 163281 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 1271 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 844 members 
Mstep: Class 36 contains 5784 members 
Mstep: Class 37 contains 32028 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37477 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170083 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 11787 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 743 members 
Mstep: Class 47 contains 7636 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 24170 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1089 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 662 members 
Mstep: Class 64 contains 197649 members 
Mstep: Class 65 contains 16403 members 
Mstep: Class 66 contains 89799 members 
Mstep: Class 67 contains 2681 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 40144 members 
Mstep: Class 72 contains 111946 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 337 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218181 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780344.000000 Penalty: 51429.734375
Iteration 348Q: 79 clusters Score -9.078034e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 96068 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 15542 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20907 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 19281 members 
Mstep: Class 9 contains 35299 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 1546 members 
Mstep: Class 12 contains 2295 members 
Mstep: Class 13 contains 98551 members 
Mstep: Class 14 contains 216475 members 
Mstep: Class 15 contains 4149 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 34657 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 2775 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182508 members 
Mstep: Class 26 contains 4632 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 42354 members 
Mstep: Class 29 contains 3272 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 163479 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1283 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 845 members 
Mstep: Class 36 contains 5784 members 
Mstep: Class 37 contains 32311 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37477 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170040 members 
Mstep: Class 43 contains 11206 members 
Mstep: Class 44 contains 11588 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7680 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 23836 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1086 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 661 members 
Mstep: Class 64 contains 197742 members 
Mstep: Class 65 contains 16443 members 
Mstep: Class 66 contains 89306 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 39659 members 
Mstep: Class 72 contains 112959 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 338 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218100 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780592.000000 Penalty: 51429.734375
Iteration 349Q: 79 clusters Score -9.078059e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 95992 members 
Mstep: Class 3 contains 1413 members 
Mstep: Class 4 contains 15707 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20915 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 19542 members 
Mstep: Class 9 contains 35105 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 98520 members 
Mstep: Class 14 contains 216470 members 
Mstep: Class 15 contains 4092 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 34562 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 2765 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182623 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 42357 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 163795 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 849 members 
Mstep: Class 36 contains 5784 members 
Mstep: Class 37 contains 32573 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37482 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170022 members 
Mstep: Class 43 contains 11185 members 
Mstep: Class 44 contains 11351 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7709 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 23196 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1087 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 197854 members 
Mstep: Class 65 contains 16482 members 
Mstep: Class 66 contains 88636 members 
Mstep: Class 67 contains 2663 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 39166 members 
Mstep: Class 72 contains 114122 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 338 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218162 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90781048.000000 Penalty: 51429.734375
Iteration 350Q: 79 clusters Score -9.078105e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 95924 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 15882 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20917 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 19793 members 
Mstep: Class 9 contains 34940 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 98487 members 
Mstep: Class 14 contains 216447 members 
Mstep: Class 15 contains 4044 members 
Mstep: Class 16 contains 1342 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 34452 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 2766 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182730 members 
Mstep: Class 26 contains 4616 members 
Mstep: Class 27 contains 2396 members 
Mstep: Class 28 contains 42358 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 164102 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1307 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 852 members 
Mstep: Class 36 contains 5784 members 
Mstep: Class 37 contains 32831 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37480 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170021 members 
Mstep: Class 43 contains 11171 members 
Mstep: Class 44 contains 11105 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7705 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 22830 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1087 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 197941 members 
Mstep: Class 65 contains 16513 members 
Mstep: Class 66 contains 88018 members 
Mstep: Class 67 contains 2660 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 38712 members 
Mstep: Class 72 contains 115112 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 338 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 218078 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90781488.000000 Penalty: 51429.734375
Iteration 351Q: 79 clusters Score -9.078149e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 95879 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 16084 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 20008 members 
Mstep: Class 9 contains 34783 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1544 members 
Mstep: Class 12 contains 2298 members 
Mstep: Class 13 contains 98465 members 
Mstep: Class 14 contains 216419 members 
Mstep: Class 15 contains 4006 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 34266 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2469 members 
Mstep: Class 23 contains 2760 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182712 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 2398 members 
Mstep: Class 28 contains 42356 members 
Mstep: Class 29 contains 3322 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 164405 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 5785 members 
Mstep: Class 37 contains 33106 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37478 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 170085 members 
Mstep: Class 43 contains 11155 members 
Mstep: Class 44 contains 10903 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7694 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 22451 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1086 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 197925 members 
Mstep: Class 65 contains 16533 members 
Mstep: Class 66 contains 87379 members 
Mstep: Class 67 contains 2659 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 162 members 
Mstep: Class 71 contains 38273 members 
Mstep: Class 72 contains 116267 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 338 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 218028 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90782240.000000 Penalty: 51429.734375
Iteration 352Q: 79 clusters Score -9.078224e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 95839 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 16266 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20912 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 20194 members 
Mstep: Class 9 contains 34618 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1544 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 98440 members 
Mstep: Class 14 contains 216408 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 1337 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 34101 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2462 members 
Mstep: Class 23 contains 2754 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182828 members 
Mstep: Class 26 contains 4600 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 42346 members 
Mstep: Class 29 contains 3328 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 164847 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1329 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 5785 members 
Mstep: Class 37 contains 33345 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37480 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 170162 members 
Mstep: Class 43 contains 11143 members 
Mstep: Class 44 contains 10696 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7684 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 22081 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1086 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 197972 members 
Mstep: Class 65 contains 16520 members 
Mstep: Class 66 contains 86589 members 
Mstep: Class 67 contains 2664 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 163 members 
Mstep: Class 71 contains 37829 members 
Mstep: Class 72 contains 117324 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 339 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 217988 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90782584.000000 Penalty: 51429.734375
Iteration 353Q: 79 clusters Score -9.078258e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 95791 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 16424 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20915 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 20351 members 
Mstep: Class 9 contains 34455 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1550 members 
Mstep: Class 12 contains 2298 members 
Mstep: Class 13 contains 98384 members 
Mstep: Class 14 contains 216390 members 
Mstep: Class 15 contains 3917 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 33914 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 2749 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182882 members 
Mstep: Class 26 contains 4592 members 
Mstep: Class 27 contains 2410 members 
Mstep: Class 28 contains 42327 members 
Mstep: Class 29 contains 3342 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 165368 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1336 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 5785 members 
Mstep: Class 37 contains 33597 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37486 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170266 members 
Mstep: Class 43 contains 11133 members 
Mstep: Class 44 contains 10475 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7659 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 21694 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1086 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 198081 members 
Mstep: Class 65 contains 16516 members 
Mstep: Class 66 contains 85729 members 
Mstep: Class 67 contains 2664 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 37371 members 
Mstep: Class 72 contains 118489 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 339 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 217940 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90782672.000000 Penalty: 51429.734375
Iteration 354Q: 79 clusters Score -9.078267e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 95732 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 16571 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20916 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 20493 members 
Mstep: Class 9 contains 34279 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 98323 members 
Mstep: Class 14 contains 216383 members 
Mstep: Class 15 contains 3869 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 33696 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2463 members 
Mstep: Class 23 contains 2735 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182946 members 
Mstep: Class 26 contains 4584 members 
Mstep: Class 27 contains 2414 members 
Mstep: Class 28 contains 42318 members 
Mstep: Class 29 contains 3350 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 165857 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1342 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 5784 members 
Mstep: Class 37 contains 33822 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37489 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170415 members 
Mstep: Class 43 contains 11118 members 
Mstep: Class 44 contains 10292 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7647 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 21133 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1086 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 198153 members 
Mstep: Class 65 contains 16512 members 
Mstep: Class 66 contains 84999 members 
Mstep: Class 67 contains 2668 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 36993 members 
Mstep: Class 72 contains 119533 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 339 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 218062 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90783280.000000 Penalty: 51429.734375
Iteration 355Q: 79 clusters Score -9.078328e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 95673 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 16731 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20919 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 20629 members 
Mstep: Class 9 contains 34096 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 98253 members 
Mstep: Class 14 contains 216389 members 
Mstep: Class 15 contains 3818 members 
Mstep: Class 16 contains 1329 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 33480 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182861 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 2415 members 
Mstep: Class 28 contains 42315 members 
Mstep: Class 29 contains 3353 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 166419 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1343 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 5783 members 
Mstep: Class 37 contains 34069 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37492 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170566 members 
Mstep: Class 43 contains 11107 members 
Mstep: Class 44 contains 10121 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7639 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 20803 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1086 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 198213 members 
Mstep: Class 65 contains 16518 members 
Mstep: Class 66 contains 84244 members 
Mstep: Class 67 contains 2667 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 36589 members 
Mstep: Class 72 contains 120546 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 339 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 218080 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90783720.000000 Penalty: 51429.734375
Iteration 356Q: 79 clusters Score -9.078372e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 95619 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 16883 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20925 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 20742 members 
Mstep: Class 9 contains 33918 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 98174 members 
Mstep: Class 14 contains 216394 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 33250 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2444 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182869 members 
Mstep: Class 26 contains 4577 members 
Mstep: Class 27 contains 2419 members 
Mstep: Class 28 contains 42304 members 
Mstep: Class 29 contains 3358 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 166939 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1342 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 5782 members 
Mstep: Class 37 contains 34313 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37495 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170735 members 
Mstep: Class 43 contains 11103 members 
Mstep: Class 44 contains 9968 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7634 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 20407 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1085 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 154 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 198268 members 
Mstep: Class 65 contains 16545 members 
Mstep: Class 66 contains 83565 members 
Mstep: Class 67 contains 2677 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 36194 members 
Mstep: Class 72 contains 121450 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 339 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 218098 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90783872.000000 Penalty: 51429.734375
Iteration 357Q: 79 clusters Score -9.078387e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 95552 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 17037 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20935 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 20846 members 
Mstep: Class 9 contains 33772 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1578 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 98098 members 
Mstep: Class 14 contains 216412 members 
Mstep: Class 15 contains 3757 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 33045 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2444 members 
Mstep: Class 23 contains 2707 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182775 members 
Mstep: Class 26 contains 4574 members 
Mstep: Class 27 contains 2414 members 
Mstep: Class 28 contains 42283 members 
Mstep: Class 29 contains 3366 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 167431 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1338 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 5782 members 
Mstep: Class 37 contains 34552 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37499 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 170969 members 
Mstep: Class 43 contains 11104 members 
Mstep: Class 44 contains 9816 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7642 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 20113 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1084 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 153 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 198308 members 
Mstep: Class 65 contains 16548 members 
Mstep: Class 66 contains 82879 members 
Mstep: Class 67 contains 2676 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 35793 members 
Mstep: Class 72 contains 122380 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 339 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 218028 members 
Mstep: Class 78 contains 259 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90784008.000000 Penalty: 51429.734375
Iteration 358Q: 79 clusters Score -9.078401e+07 nChanged 5926
Entering ConstructFrom: 
Score: -90784008.000000 Penalty: 51429.734375
Entering ConstructFrom: 
Trying to split cluster 1 (7194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Entering Unmasked Estep 
Score: -359586.468750 Penalty: 404.085602
	Iteration 0F: 2 clusters Score -359586.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -354843.250000 Penalty: 808.171204
	Iteration 0F: 3 clusters Score -354843.2 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -356789.625000 Penalty: 808.171204
	Iteration 1F: 3 clusters Score -356789.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -357065.781250 Penalty: 808.171204
	Iteration 2F: 3 clusters Score -357065.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -357402.500000 Penalty: 808.171204
	Iteration 3F: 3 clusters Score -357402.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -357779.375000 Penalty: 808.171204
	Iteration 4F: 3 clusters Score -357779.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -358163.906250 Penalty: 808.171204
	Iteration 5F: 3 clusters Score -358163.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -358444.093750 Penalty: 808.171204
	Iteration 6F: 3 clusters Score -358444.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -358602.812500 Penalty: 808.171204
	Iteration 7Q: 3 clusters Score -358602.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -358696.812500 Penalty: 808.171204
	Iteration 8Q: 3 clusters Score -358696.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -358748.187500 Penalty: 808.171204
	Iteration 9Q: 3 clusters Score -358748.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -358775.062500 Penalty: 808.171204
	Iteration 10Q: 3 clusters Score -358775.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -358799.843750 Penalty: 808.171204
	Iteration 11Q: 3 clusters Score -358799.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -358816.843750 Penalty: 808.171204
	Iteration 12Q: 3 clusters Score -358816.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -358828.968750 Penalty: 808.171204
	Iteration 13Q: 3 clusters Score -358829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -358841.187500 Penalty: 808.171204
	Iteration 14Q: 3 clusters Score -358841.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -358849.625000 Penalty: 808.171204
	Iteration 15Q: 3 clusters Score -358849.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -358861.750000 Penalty: 808.171204
	Iteration 16Q: 3 clusters Score -358861.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -358872.281250 Penalty: 808.171204
	Iteration 17Q: 3 clusters Score -358872.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -358879.093750 Penalty: 808.171204
	Iteration 18Q: 3 clusters Score -358879.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -358883.562500 Penalty: 808.171204
	Iteration 19Q: 3 clusters Score -358883.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -358887.937500 Penalty: 808.171204
	Iteration 20F: 3 clusters Score -358887.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -358892.187500 Penalty: 808.171204
	Iteration 21Q: 3 clusters Score -358892.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -358903.656250 Penalty: 808.171204
	Iteration 22Q: 3 clusters Score -358903.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -358915.906250 Penalty: 808.171204
	Iteration 23Q: 3 clusters Score -358915.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -358923.125000 Penalty: 808.171204
	Iteration 24Q: 3 clusters Score -358923.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -358927.562500 Penalty: 808.171204
	Iteration 25Q: 3 clusters Score -358927.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -358930.593750 Penalty: 808.171204
	Iteration 26Q: 3 clusters Score -358930.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -358936.187500 Penalty: 808.171204
	Iteration 27Q: 3 clusters Score -358936.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -358945.437500 Penalty: 808.171204
	Iteration 28Q: 3 clusters Score -358945.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -358952.500000 Penalty: 808.171204
	Iteration 29Q: 3 clusters Score -358952.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -358959.250000 Penalty: 808.171204
	Iteration 30Q: 3 clusters Score -358959.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -358963.812500 Penalty: 808.171204
	Iteration 31Q: 3 clusters Score -358963.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -358967.312500 Penalty: 808.171204
	Iteration 32Q: 3 clusters Score -358967.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -358970.093750 Penalty: 808.171204
	Iteration 33Q: 3 clusters Score -358970.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -358973.437500 Penalty: 808.171204
	Iteration 34Q: 3 clusters Score -358973.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -358976.468750 Penalty: 808.171204
	Iteration 35Q: 3 clusters Score -358976.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -358982.125000 Penalty: 808.171204
	Iteration 36Q: 3 clusters Score -358982.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -358988.718750 Penalty: 808.171204
	Iteration 37Q: 3 clusters Score -358988.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -358996.093750 Penalty: 808.171204
	Iteration 38Q: 3 clusters Score -358996.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -359000.812500 Penalty: 808.171204
	Iteration 39Q: 3 clusters Score -359000.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -359009.593750 Penalty: 808.171204
	Iteration 40F: 3 clusters Score -359009.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -359023.843750 Penalty: 808.171204
	Iteration 41Q: 3 clusters Score -359023.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -359036.062500 Penalty: 808.171204
	Iteration 42Q: 3 clusters Score -359036.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -359048.937500 Penalty: 808.171204
	Iteration 43Q: 3 clusters Score -359048.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -359061.218750 Penalty: 808.171204
	Iteration 44Q: 3 clusters Score -359061.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -359073.468750 Penalty: 808.171204
	Iteration 45Q: 3 clusters Score -359073.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -359101.718750 Penalty: 808.171204
	Iteration 46Q: 3 clusters Score -359101.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -359132.718750 Penalty: 808.171204
	Iteration 47Q: 3 clusters Score -359132.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -359157.937500 Penalty: 808.171204
	Iteration 48Q: 3 clusters Score -359157.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -359177.500000 Penalty: 808.171204
	Iteration 49Q: 3 clusters Score -359177.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -359189.937500 Penalty: 808.171204
	Iteration 50Q: 3 clusters Score -359189.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -359197.281250 Penalty: 808.171204
	Iteration 51Q: 3 clusters Score -359197.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -359206.062500 Penalty: 808.171204
	Iteration 52Q: 3 clusters Score -359206.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -359211.968750 Penalty: 808.171204
	Iteration 53Q: 3 clusters Score -359212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -359214.750000 Penalty: 808.171204
	Iteration 54Q: 3 clusters Score -359214.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -359217.312500 Penalty: 808.171204
	Iteration 55Q: 3 clusters Score -359217.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -359221.187500 Penalty: 808.171204
	Iteration 56Q: 3 clusters Score -359221.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -359225.343750 Penalty: 808.171204
	Iteration 57Q: 3 clusters Score -359225.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -359229.343750 Penalty: 808.171204
	Iteration 58Q: 3 clusters Score -359229.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -359234.375000 Penalty: 808.171204
	Iteration 59Q: 3 clusters Score -359234.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -359242.500000 Penalty: 808.171204
	Iteration 60F: 3 clusters Score -359242.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -359247.687500 Penalty: 808.171204
	Iteration 61Q: 3 clusters Score -359247.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -359251.281250 Penalty: 808.171204
	Iteration 62Q: 3 clusters Score -359251.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -359255.093750 Penalty: 808.171204
	Iteration 63Q: 3 clusters Score -359255.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -359262.687500 Penalty: 808.171204
	Iteration 64Q: 3 clusters Score -359262.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -359275.218750 Penalty: 808.171204
	Iteration 65Q: 3 clusters Score -359275.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -359290.406250 Penalty: 808.171204
	Iteration 66Q: 3 clusters Score -359290.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -359304.093750 Penalty: 808.171204
	Iteration 67Q: 3 clusters Score -359304.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -359318.875000 Penalty: 808.171204
	Iteration 68Q: 3 clusters Score -359318.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -359332.031250 Penalty: 808.171204
	Iteration 69Q: 3 clusters Score -359332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -359346.343750 Penalty: 808.171204
	Iteration 70Q: 3 clusters Score -359346.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -359359.718750 Penalty: 808.171204
	Iteration 71Q: 3 clusters Score -359359.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -359380.656250 Penalty: 808.171204
	Iteration 72Q: 3 clusters Score -359380.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -359402.750000 Penalty: 808.171204
	Iteration 73Q: 3 clusters Score -359402.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -359421.875000 Penalty: 808.171204
	Iteration 74Q: 3 clusters Score -359421.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -359428.750000 Penalty: 808.171204
	Iteration 75Q: 3 clusters Score -359428.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -359436.531250 Penalty: 808.171204
	Iteration 76Q: 3 clusters Score -359436.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -359448.437500 Penalty: 808.171204
	Iteration 77Q: 3 clusters Score -359448.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -359461.625000 Penalty: 808.171204
	Iteration 78Q: 3 clusters Score -359461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -359475.375000 Penalty: 808.171204
	Iteration 79Q: 3 clusters Score -359475.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -359488.156250 Penalty: 808.171204
	Iteration 80F: 3 clusters Score -359488.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -359497.593750 Penalty: 808.171204
	Iteration 81Q: 3 clusters Score -359497.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -359505.156250 Penalty: 808.171204
	Iteration 82Q: 3 clusters Score -359505.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -359509.406250 Penalty: 808.171204
	Iteration 83Q: 3 clusters Score -359509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -359512.781250 Penalty: 808.171204
	Iteration 84Q: 3 clusters Score -359512.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -359514.718750 Penalty: 808.171204
	Iteration 85Q: 3 clusters Score -359514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -359516.031250 Penalty: 808.171204
	Iteration 86Q: 3 clusters Score -359516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -359519.343750 Penalty: 808.171204
	Iteration 87Q: 3 clusters Score -359519.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -359520.093750 Penalty: 808.171204
	Iteration 88Q: 3 clusters Score -359520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -359520.500000 Penalty: 808.171204
	Iteration 89Q: 3 clusters Score -359520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -359520.500000 Penalty: 808.171204
	Iteration 90F: 3 clusters Score -359520.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Entering Unmasked Estep 
Score: -4590952.500000 Penalty: 521.748352
	Iteration 0F: 2 clusters Score -4590952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -4526375.000000 Penalty: 1043.496704
	Iteration 0F: 3 clusters Score -4526375 nChanged 46719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -4555415.500000 Penalty: 1043.496704
	Iteration 1F: 3 clusters Score -4555416 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -4557482.000000 Penalty: 1043.496704
	Iteration 2Q: 3 clusters Score -4557482 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -4561187.000000 Penalty: 1043.496704
	Iteration 3F: 3 clusters Score -4561187 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71159 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -4567169.000000 Penalty: 1043.496704
	Iteration 4F: 3 clusters Score -4567169 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -4574648.000000 Penalty: 1043.496704
	Iteration 5F: 3 clusters Score -4574648 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -4581401.500000 Penalty: 1043.496704
	Iteration 6F: 3 clusters Score -4581402 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4586099.500000 Penalty: 1043.496704
	Iteration 7Q: 3 clusters Score -4586100 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4588654.000000 Penalty: 1043.496704
	Iteration 8Q: 3 clusters Score -4588654 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4589837.000000 Penalty: 1043.496704
	Iteration 9Q: 3 clusters Score -4589837 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95213 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4590240.000000 Penalty: 1043.496704
	Iteration 10Q: 3 clusters Score -4590240 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95379 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4590382.500000 Penalty: 1043.496704
	Iteration 11Q: 3 clusters Score -4590382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95428 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4590447.000000 Penalty: 1043.496704
	Iteration 12Q: 3 clusters Score -4590447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4590481.500000 Penalty: 1043.496704
	Iteration 13Q: 3 clusters Score -4590482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4590490.000000 Penalty: 1043.496704
	Iteration 14Q: 3 clusters Score -4590490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4590493.500000 Penalty: 1043.496704
	Iteration 15Q: 3 clusters Score -4590494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4590493.500000 Penalty: 1043.496704
	Iteration 16Q: 3 clusters Score -4590494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4590497.000000 Penalty: 1043.496704
	Iteration 17Q: 3 clusters Score -4590497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4590500.000000 Penalty: 1043.496704
	Iteration 18Q: 3 clusters Score -4590500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4590500.000000 Penalty: 1043.496704
	Iteration 19F: 3 clusters Score -4590500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -67798.289062 Penalty: 330.321777
	Iteration 0F: 2 clusters Score -67798.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -66728.437500 Penalty: 660.643555
	Iteration 0F: 3 clusters Score -66728.44 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -67056.585938 Penalty: 660.643555
	Iteration 1F: 3 clusters Score -67056.59 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -67158.000000 Penalty: 660.643555
	Iteration 2F: 3 clusters Score -67158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -67248.906250 Penalty: 660.643555
	Iteration 3F: 3 clusters Score -67248.91 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -67332.054688 Penalty: 660.643555
	Iteration 4F: 3 clusters Score -67332.05 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -67394.273438 Penalty: 660.643555
	Iteration 5F: 3 clusters Score -67394.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -67447.804688 Penalty: 660.643555
	Iteration 6Q: 3 clusters Score -67447.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -67475.945312 Penalty: 660.643555
	Iteration 7Q: 3 clusters Score -67475.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -67491.664062 Penalty: 660.643555
	Iteration 8Q: 3 clusters Score -67491.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -67501.367188 Penalty: 660.643555
	Iteration 9Q: 3 clusters Score -67501.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -67512.117188 Penalty: 660.643555
	Iteration 10Q: 3 clusters Score -67512.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -67521.007812 Penalty: 660.643555
	Iteration 11Q: 3 clusters Score -67521.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -67529.812500 Penalty: 660.643555
	Iteration 12Q: 3 clusters Score -67529.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -67534.476562 Penalty: 660.643555
	Iteration 13Q: 3 clusters Score -67534.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -67540.593750 Penalty: 660.643555
	Iteration 14Q: 3 clusters Score -67540.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -67545.085938 Penalty: 660.643555
	Iteration 15Q: 3 clusters Score -67545.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -67545.898438 Penalty: 660.643555
	Iteration 16Q: 3 clusters Score -67545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -67547.203125 Penalty: 660.643555
	Iteration 17Q: 3 clusters Score -67547.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -67550.140625 Penalty: 660.643555
	Iteration 18Q: 3 clusters Score -67550.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -67551.304688 Penalty: 660.643555
	Iteration 19Q: 3 clusters Score -67551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -67551.492188 Penalty: 660.643555
	Iteration 20F: 3 clusters Score -67551.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -67551.742188 Penalty: 660.643555
	Iteration 21Q: 3 clusters Score -67551.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -67552.140625 Penalty: 660.643555
	Iteration 22Q: 3 clusters Score -67552.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -67554.992188 Penalty: 660.643555
	Iteration 23Q: 3 clusters Score -67554.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -67555.781250 Penalty: 660.643555
	Iteration 24Q: 3 clusters Score -67555.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -67555.781250 Penalty: 660.643555
	Iteration 25F: 3 clusters Score -67555.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Entering Unmasked Estep 
Score: -853285.937500 Penalty: 443.703888
	Iteration 0F: 2 clusters Score -853285.9 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 8610 members 
Entering Unmasked Estep 
Score: -841889.375000 Penalty: 887.407776
	Iteration 0F: 3 clusters Score -841889.4 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -846372.812500 Penalty: 887.407776
	Iteration 1F: 3 clusters Score -846372.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -846547.937500 Penalty: 887.407776
	Iteration 2Q: 3 clusters Score -846547.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -846774.875000 Penalty: 887.407776
	Iteration 3Q: 3 clusters Score -846774.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -847041.125000 Penalty: 887.407776
	Iteration 4Q: 3 clusters Score -847041.1 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -847401.437500 Penalty: 887.407776
	Iteration 5Q: 3 clusters Score -847401.4 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -847991.437500 Penalty: 887.407776
	Iteration 6F: 3 clusters Score -847991.4 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -848877.375000 Penalty: 887.407776
	Iteration 7F: 3 clusters Score -848877.4 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -849943.812500 Penalty: 887.407776
	Iteration 8F: 3 clusters Score -849943.8 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -850953.125000 Penalty: 887.407776
	Iteration 9F: 3 clusters Score -850953.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -851672.500000 Penalty: 887.407776
	Iteration 10Q: 3 clusters Score -851672.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -852078.812500 Penalty: 887.407776
	Iteration 11Q: 3 clusters Score -852078.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -852297.125000 Penalty: 887.407776
	Iteration 12Q: 3 clusters Score -852297.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -852462.000000 Penalty: 887.407776
	Iteration 13Q: 3 clusters Score -852462 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -852605.312500 Penalty: 887.407776
	Iteration 14Q: 3 clusters Score -852605.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -852706.562500 Penalty: 887.407776
	Iteration 15Q: 3 clusters Score -852706.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -852756.500000 Penalty: 887.407776
	Iteration 16Q: 3 clusters Score -852756.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -852787.062500 Penalty: 887.407776
	Iteration 17Q: 3 clusters Score -852787.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -852812.687500 Penalty: 887.407776
	Iteration 18Q: 3 clusters Score -852812.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -852829.500000 Penalty: 887.407776
	Iteration 19Q: 3 clusters Score -852829.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -852849.750000 Penalty: 887.407776
	Iteration 20F: 3 clusters Score -852849.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -852868.000000 Penalty: 887.407776
	Iteration 21Q: 3 clusters Score -852868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -852882.687500 Penalty: 887.407776
	Iteration 22Q: 3 clusters Score -852882.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -852888.937500 Penalty: 887.407776
	Iteration 23Q: 3 clusters Score -852888.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -852895.312500 Penalty: 887.407776
	Iteration 24Q: 3 clusters Score -852895.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -852902.500000 Penalty: 887.407776
	Iteration 25Q: 3 clusters Score -852902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -852903.750000 Penalty: 887.407776
	Iteration 26Q: 3 clusters Score -852903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -852904.250000 Penalty: 887.407776
	Iteration 27Q: 3 clusters Score -852904.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -852906.750000 Penalty: 887.407776
	Iteration 28Q: 3 clusters Score -852906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -852910.875000 Penalty: 887.407776
	Iteration 29Q: 3 clusters Score -852910.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -852915.812500 Penalty: 887.407776
	Iteration 30Q: 3 clusters Score -852915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -852917.062500 Penalty: 887.407776
	Iteration 31Q: 3 clusters Score -852917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -852920.000000 Penalty: 887.407776
	Iteration 32Q: 3 clusters Score -852920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -852919.625000 Penalty: 887.407776
	Iteration 33Q: 3 clusters Score -852919.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -852919.625000 Penalty: 887.407776
	Iteration 34F: 3 clusters Score -852919.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -14549.858398 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -14549.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14193.940430 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -14193.94 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14277.243164 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -14277.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14311.004883 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -14311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14342.228516 Penalty: 514.376526
	Iteration 3F: 3 clusters Score -14342.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14357.169922 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -14357.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14364.918945 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -14364.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14369.257812 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -14369.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14374.202148 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -14374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14376.613281 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -14376.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14377.191406 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -14377.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14377.191406 Penalty: 514.376526
	Iteration 10F: 3 clusters Score -14377.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Entering Unmasked Estep 
Score: -987079.687500 Penalty: 452.676697
	Iteration 0F: 2 clusters Score -987079.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -973020.500000 Penalty: 905.353394
	Iteration 0F: 3 clusters Score -973020.5 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -979183.500000 Penalty: 905.353394
	Iteration 1F: 3 clusters Score -979183.5 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -979738.187500 Penalty: 905.353394
	Iteration 2F: 3 clusters Score -979738.2 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -980575.125000 Penalty: 905.353394
	Iteration 3F: 3 clusters Score -980575.1 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -981754.437500 Penalty: 905.353394
	Iteration 4F: 3 clusters Score -981754.4 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -983094.250000 Penalty: 905.353394
	Iteration 5F: 3 clusters Score -983094.2 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -984278.000000 Penalty: 905.353394
	Iteration 6F: 3 clusters Score -984278 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -985049.187500 Penalty: 905.353394
	Iteration 7Q: 3 clusters Score -985049.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -985435.187500 Penalty: 905.353394
	Iteration 8Q: 3 clusters Score -985435.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -985695.000000 Penalty: 905.353394
	Iteration 9Q: 3 clusters Score -985695 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -985872.250000 Penalty: 905.353394
	Iteration 10Q: 3 clusters Score -985872.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -986009.875000 Penalty: 905.353394
	Iteration 11Q: 3 clusters Score -986009.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -986134.625000 Penalty: 905.353394
	Iteration 12Q: 3 clusters Score -986134.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -986232.937500 Penalty: 905.353394
	Iteration 13Q: 3 clusters Score -986232.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -986310.875000 Penalty: 905.353394
	Iteration 14Q: 3 clusters Score -986310.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -986389.187500 Penalty: 905.353394
	Iteration 15Q: 3 clusters Score -986389.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -986457.000000 Penalty: 905.353394
	Iteration 16Q: 3 clusters Score -986457 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -986512.000000 Penalty: 905.353394
	Iteration 17Q: 3 clusters Score -986512 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -986561.500000 Penalty: 905.353394
	Iteration 18Q: 3 clusters Score -986561.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -986610.437500 Penalty: 905.353394
	Iteration 19Q: 3 clusters Score -986610.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -986645.750000 Penalty: 905.353394
	Iteration 20F: 3 clusters Score -986645.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -986683.625000 Penalty: 905.353394
	Iteration 21Q: 3 clusters Score -986683.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -986722.812500 Penalty: 905.353394
	Iteration 22Q: 3 clusters Score -986722.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -986763.062500 Penalty: 905.353394
	Iteration 23Q: 3 clusters Score -986763.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -986788.125000 Penalty: 905.353394
	Iteration 24Q: 3 clusters Score -986788.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -986807.375000 Penalty: 905.353394
	Iteration 25Q: 3 clusters Score -986807.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -986821.625000 Penalty: 905.353394
	Iteration 26Q: 3 clusters Score -986821.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -986834.937500 Penalty: 905.353394
	Iteration 27Q: 3 clusters Score -986834.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -986851.312500 Penalty: 905.353394
	Iteration 28Q: 3 clusters Score -986851.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -986858.187500 Penalty: 905.353394
	Iteration 29Q: 3 clusters Score -986858.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -986870.375000 Penalty: 905.353394
	Iteration 30Q: 3 clusters Score -986870.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -986878.500000 Penalty: 905.353394
	Iteration 31Q: 3 clusters Score -986878.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -986887.437500 Penalty: 905.353394
	Iteration 32Q: 3 clusters Score -986887.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -986896.937500 Penalty: 905.353394
	Iteration 33Q: 3 clusters Score -986896.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -986902.375000 Penalty: 905.353394
	Iteration 34Q: 3 clusters Score -986902.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -986905.687500 Penalty: 905.353394
	Iteration 35Q: 3 clusters Score -986905.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -986907.062500 Penalty: 905.353394
	Iteration 36Q: 3 clusters Score -986907.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -986910.125000 Penalty: 905.353394
	Iteration 37Q: 3 clusters Score -986910.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -986912.250000 Penalty: 905.353394
	Iteration 38Q: 3 clusters Score -986912.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -986915.250000 Penalty: 905.353394
	Iteration 39Q: 3 clusters Score -986915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -986921.937500 Penalty: 905.353394
	Iteration 40F: 3 clusters Score -986921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -986924.312500 Penalty: 905.353394
	Iteration 41Q: 3 clusters Score -986924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -986924.375000 Penalty: 905.353394
	Iteration 42Q: 3 clusters Score -986924.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -986923.812500 Penalty: 905.353394
	Iteration 43Q: 3 clusters Score -986923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -986923.375000 Penalty: 905.353394
	Iteration 44Q: 3 clusters Score -986923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -986923.375000 Penalty: 905.353394
	Iteration 45F: 3 clusters Score -986923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -14873.837891 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -14873.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14543.354492 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -14543.35 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14631.131836 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -14631.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14652.531250 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -14652.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14665.352539 Penalty: 519.648865
	Iteration 3Q: 3 clusters Score -14665.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14684.948242 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -14684.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14691.570312 Penalty: 519.648865
	Iteration 5Q: 3 clusters Score -14691.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14696.214844 Penalty: 519.648865
	Iteration 6Q: 3 clusters Score -14696.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14707.626953 Penalty: 519.648865
	Iteration 7Q: 3 clusters Score -14707.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14711.791016 Penalty: 519.648865
	Iteration 8Q: 3 clusters Score -14711.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14713.377930 Penalty: 519.648865
	Iteration 9Q: 3 clusters Score -14713.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14714.552734 Penalty: 519.648865
	Iteration 10Q: 3 clusters Score -14714.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14719.848633 Penalty: 519.648865
	Iteration 11Q: 3 clusters Score -14719.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14730.920898 Penalty: 519.648865
	Iteration 12Q: 3 clusters Score -14730.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14742.037109 Penalty: 519.648865
	Iteration 13Q: 3 clusters Score -14742.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14747.279297 Penalty: 519.648865
	Iteration 14Q: 3 clusters Score -14747.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14747.863281 Penalty: 519.648865
	Iteration 15Q: 3 clusters Score -14747.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14748.144531 Penalty: 519.648865
	Iteration 16Q: 3 clusters Score -14748.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14748.152344 Penalty: 519.648865
	Iteration 17F: 3 clusters Score -14748.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14750.578125 Penalty: 519.648865
	Iteration 18Q: 3 clusters Score -14750.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14752.047852 Penalty: 519.648865
	Iteration 19Q: 3 clusters Score -14752.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14753.884766 Penalty: 519.648865
	Iteration 20F: 3 clusters Score -14753.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14755.264648 Penalty: 519.648865
	Iteration 21Q: 3 clusters Score -14755.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14757.928711 Penalty: 519.648865
	Iteration 22Q: 3 clusters Score -14757.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14759.409180 Penalty: 519.648865
	Iteration 23Q: 3 clusters Score -14759.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14767.024414 Penalty: 519.648865
	Iteration 24Q: 3 clusters Score -14767.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14767.024414 Penalty: 519.648865
	Iteration 25F: 3 clusters Score -14767.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Entering Unmasked Estep 
Score: -1101019.125000 Penalty: 452.726685
	Iteration 0F: 2 clusters Score -1101019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1086893.375000 Penalty: 905.453369
	Iteration 0F: 3 clusters Score -1086893 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1092548.250000 Penalty: 905.453369
	Iteration 1F: 3 clusters Score -1092548 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1092827.500000 Penalty: 905.453369
	Iteration 2Q: 3 clusters Score -1092828 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1093213.750000 Penalty: 905.453369
	Iteration 3Q: 3 clusters Score -1093214 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1093802.375000 Penalty: 905.453369
	Iteration 4F: 3 clusters Score -1093802 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1094740.625000 Penalty: 905.453369
	Iteration 5F: 3 clusters Score -1094741 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1096193.500000 Penalty: 905.453369
	Iteration 6F: 3 clusters Score -1096194 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -1097938.250000 Penalty: 905.453369
	Iteration 7F: 3 clusters Score -1097938 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1099411.125000 Penalty: 905.453369
	Iteration 8F: 3 clusters Score -1099411 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -1100176.000000 Penalty: 905.453369
	Iteration 9Q: 3 clusters Score -1100176 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -1100459.625000 Penalty: 905.453369
	Iteration 10Q: 3 clusters Score -1100460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -1100562.125000 Penalty: 905.453369
	Iteration 11Q: 3 clusters Score -1100562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -1100588.125000 Penalty: 905.453369
	Iteration 12Q: 3 clusters Score -1100588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1100598.375000 Penalty: 905.453369
	Iteration 13Q: 3 clusters Score -1100598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1100617.875000 Penalty: 905.453369
	Iteration 14Q: 3 clusters Score -1100618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -1100623.625000 Penalty: 905.453369
	Iteration 15Q: 3 clusters Score -1100624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -1100623.625000 Penalty: 905.453369
	Iteration 16F: 3 clusters Score -1100624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Entering Unmasked Estep 
Score: -1660602.750000 Penalty: 474.253082
	Iteration 0F: 2 clusters Score -1660603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1638282.625000 Penalty: 948.506165
	Iteration 0F: 3 clusters Score -1638283 nChanged 16010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1647670.625000 Penalty: 948.506165
	Iteration 1F: 3 clusters Score -1647671 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1647921.625000 Penalty: 948.506165
	Iteration 2Q: 3 clusters Score -1647922 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1648198.750000 Penalty: 948.506165
	Iteration 3Q: 3 clusters Score -1648199 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1648520.375000 Penalty: 948.506165
	Iteration 4Q: 3 clusters Score -1648520 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -1648958.875000 Penalty: 948.506165
	Iteration 5Q: 3 clusters Score -1648959 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -1649638.375000 Penalty: 948.506165
	Iteration 6Q: 3 clusters Score -1649638 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -1650768.625000 Penalty: 948.506165
	Iteration 7F: 3 clusters Score -1650769 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -1652442.750000 Penalty: 948.506165
	Iteration 8F: 3 clusters Score -1652443 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -1654725.875000 Penalty: 948.506165
	Iteration 9F: 3 clusters Score -1654726 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -1657090.375000 Penalty: 948.506165
	Iteration 10F: 3 clusters Score -1657090 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -1658812.875000 Penalty: 948.506165
	Iteration 11F: 3 clusters Score -1658813 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -1659652.250000 Penalty: 948.506165
	Iteration 12Q: 3 clusters Score -1659652 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -1659988.000000 Penalty: 948.506165
	Iteration 13Q: 3 clusters Score -1659988 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -1660097.625000 Penalty: 948.506165
	Iteration 14Q: 3 clusters Score -1660098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -1660154.625000 Penalty: 948.506165
	Iteration 15Q: 3 clusters Score -1660155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -1660167.125000 Penalty: 948.506165
	Iteration 16Q: 3 clusters Score -1660167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -1660183.500000 Penalty: 948.506165
	Iteration 17Q: 3 clusters Score -1660184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -1660193.750000 Penalty: 948.506165
	Iteration 18Q: 3 clusters Score -1660194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -1660196.625000 Penalty: 948.506165
	Iteration 19Q: 3 clusters Score -1660197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -1660199.625000 Penalty: 948.506165
	Iteration 20F: 3 clusters Score -1660200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -1660204.000000 Penalty: 948.506165
	Iteration 21Q: 3 clusters Score -1660204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -1660204.250000 Penalty: 948.506165
	Iteration 22Q: 3 clusters Score -1660204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -1660204.250000 Penalty: 948.506165
	Iteration 23F: 3 clusters Score -1660204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Entering Unmasked Estep 
Score: -346365.906250 Penalty: 404.262360
	Iteration 0F: 2 clusters Score -346365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -341504.687500 Penalty: 808.524719
	Iteration 0F: 3 clusters Score -341504.7 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -343470.062500 Penalty: 808.524719
	Iteration 1F: 3 clusters Score -343470.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -343691.000000 Penalty: 808.524719
	Iteration 2F: 3 clusters Score -343691 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -343975.218750 Penalty: 808.524719
	Iteration 3F: 3 clusters Score -343975.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -344337.812500 Penalty: 808.524719
	Iteration 4F: 3 clusters Score -344337.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -344790.562500 Penalty: 808.524719
	Iteration 5F: 3 clusters Score -344790.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -345197.187500 Penalty: 808.524719
	Iteration 6F: 3 clusters Score -345197.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -345511.000000 Penalty: 808.524719
	Iteration 7F: 3 clusters Score -345511 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -345755.062500 Penalty: 808.524719
	Iteration 8Q: 3 clusters Score -345755.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -345887.468750 Penalty: 808.524719
	Iteration 9Q: 3 clusters Score -345887.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -345972.500000 Penalty: 808.524719
	Iteration 10Q: 3 clusters Score -345972.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -346012.062500 Penalty: 808.524719
	Iteration 11Q: 3 clusters Score -346012.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -346033.593750 Penalty: 808.524719
	Iteration 12Q: 3 clusters Score -346033.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -346046.500000 Penalty: 808.524719
	Iteration 13Q: 3 clusters Score -346046.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -346057.312500 Penalty: 808.524719
	Iteration 14Q: 3 clusters Score -346057.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -346060.875000 Penalty: 808.524719
	Iteration 15Q: 3 clusters Score -346060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -346064.875000 Penalty: 808.524719
	Iteration 16Q: 3 clusters Score -346064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -346068.718750 Penalty: 808.524719
	Iteration 17Q: 3 clusters Score -346068.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -346077.718750 Penalty: 808.524719
	Iteration 18Q: 3 clusters Score -346077.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -346081.718750 Penalty: 808.524719
	Iteration 19Q: 3 clusters Score -346081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -346082.031250 Penalty: 808.524719
	Iteration 20F: 3 clusters Score -346082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -346082.843750 Penalty: 808.524719
	Iteration 21Q: 3 clusters Score -346082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -346083.375000 Penalty: 808.524719
	Iteration 22Q: 3 clusters Score -346083.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -346083.375000 Penalty: 808.524719
	Iteration 23F: 3 clusters Score -346083.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -78269.679688 Penalty: 335.230743
	Iteration 0F: 2 clusters Score -78269.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -77092.328125 Penalty: 670.461487
	Iteration 0F: 3 clusters Score -77092.33 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -77429.468750 Penalty: 670.461487
	Iteration 1F: 3 clusters Score -77429.47 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -77474.234375 Penalty: 670.461487
	Iteration 2F: 3 clusters Score -77474.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -77511.796875 Penalty: 670.461487
	Iteration 3Q: 3 clusters Score -77511.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -77546.437500 Penalty: 670.461487
	Iteration 4Q: 3 clusters Score -77546.44 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -77590.437500 Penalty: 670.461487
	Iteration 5Q: 3 clusters Score -77590.44 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -77650.859375 Penalty: 670.461487
	Iteration 6Q: 3 clusters Score -77650.86 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -77693.937500 Penalty: 670.461487
	Iteration 7Q: 3 clusters Score -77693.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -77725.468750 Penalty: 670.461487
	Iteration 8Q: 3 clusters Score -77725.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -77748.382812 Penalty: 670.461487
	Iteration 9Q: 3 clusters Score -77748.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -77764.164062 Penalty: 670.461487
	Iteration 10Q: 3 clusters Score -77764.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -77776.171875 Penalty: 670.461487
	Iteration 11Q: 3 clusters Score -77776.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -77783.117188 Penalty: 670.461487
	Iteration 12Q: 3 clusters Score -77783.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -77789.828125 Penalty: 670.461487
	Iteration 13Q: 3 clusters Score -77789.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -77796.984375 Penalty: 670.461487
	Iteration 14Q: 3 clusters Score -77796.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -77805.156250 Penalty: 670.461487
	Iteration 15Q: 3 clusters Score -77805.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -77811.976562 Penalty: 670.461487
	Iteration 16Q: 3 clusters Score -77811.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -77815.296875 Penalty: 670.461487
	Iteration 17Q: 3 clusters Score -77815.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -77817.742188 Penalty: 670.461487
	Iteration 18Q: 3 clusters Score -77817.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -77820.242188 Penalty: 670.461487
	Iteration 19Q: 3 clusters Score -77820.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -77820.710938 Penalty: 670.461487
	Iteration 20F: 3 clusters Score -77820.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -77821.257812 Penalty: 670.461487
	Iteration 21Q: 3 clusters Score -77821.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -77821.742188 Penalty: 670.461487
	Iteration 22Q: 3 clusters Score -77821.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -77822.000000 Penalty: 670.461487
	Iteration 23Q: 3 clusters Score -77822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -77822.000000 Penalty: 670.461487
	Iteration 24F: 3 clusters Score -77822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -106186.609375 Penalty: 352.121033
	Iteration 0F: 2 clusters Score -106186.6 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 1151 members 
Entering Unmasked Estep 
Score: -104557.554688 Penalty: 704.242065
	Iteration 0F: 3 clusters Score -104557.6 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -105098.367188 Penalty: 704.242065
	Iteration 1F: 3 clusters Score -105098.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -105150.000000 Penalty: 704.242065
	Iteration 2F: 3 clusters Score -105150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -105198.781250 Penalty: 704.242065
	Iteration 3Q: 3 clusters Score -105198.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -105231.445312 Penalty: 704.242065
	Iteration 4Q: 3 clusters Score -105231.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -105282.453125 Penalty: 704.242065
	Iteration 5Q: 3 clusters Score -105282.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -105367.359375 Penalty: 704.242065
	Iteration 6Q: 3 clusters Score -105367.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -105474.187500 Penalty: 704.242065
	Iteration 7F: 3 clusters Score -105474.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -105586.523438 Penalty: 704.242065
	Iteration 8F: 3 clusters Score -105586.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -105708.320312 Penalty: 704.242065
	Iteration 9F: 3 clusters Score -105708.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -105785.539062 Penalty: 704.242065
	Iteration 10Q: 3 clusters Score -105785.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -105829.851562 Penalty: 704.242065
	Iteration 11Q: 3 clusters Score -105829.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -105857.101562 Penalty: 704.242065
	Iteration 12Q: 3 clusters Score -105857.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -105870.367188 Penalty: 704.242065
	Iteration 13Q: 3 clusters Score -105870.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -105882.796875 Penalty: 704.242065
	Iteration 14Q: 3 clusters Score -105882.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105891.898438 Penalty: 704.242065
	Iteration 15Q: 3 clusters Score -105891.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -105907.742188 Penalty: 704.242065
	Iteration 16Q: 3 clusters Score -105907.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -105930.875000 Penalty: 704.242065
	Iteration 17Q: 3 clusters Score -105930.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -105968.359375 Penalty: 704.242065
	Iteration 18Q: 3 clusters Score -105968.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -105997.328125 Penalty: 704.242065
	Iteration 19Q: 3 clusters Score -105997.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -106017.882812 Penalty: 704.242065
	Iteration 20F: 3 clusters Score -106017.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -106030.992188 Penalty: 704.242065
	Iteration 21Q: 3 clusters Score -106031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -106040.546875 Penalty: 704.242065
	Iteration 22Q: 3 clusters Score -106040.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -106048.812500 Penalty: 704.242065
	Iteration 23Q: 3 clusters Score -106048.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -106053.437500 Penalty: 704.242065
	Iteration 24Q: 3 clusters Score -106053.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -106057.273438 Penalty: 704.242065
	Iteration 25Q: 3 clusters Score -106057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -106058.343750 Penalty: 704.242065
	Iteration 26Q: 3 clusters Score -106058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -106058.578125 Penalty: 704.242065
	Iteration 27Q: 3 clusters Score -106058.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -106059.593750 Penalty: 704.242065
	Iteration 28Q: 3 clusters Score -106059.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -106061.062500 Penalty: 704.242065
	Iteration 29Q: 3 clusters Score -106061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -106061.359375 Penalty: 704.242065
	Iteration 30Q: 3 clusters Score -106061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -106061.828125 Penalty: 704.242065
	Iteration 31Q: 3 clusters Score -106061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -106061.968750 Penalty: 704.242065
	Iteration 32Q: 3 clusters Score -106062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -106062.156250 Penalty: 704.242065
	Iteration 33Q: 3 clusters Score -106062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -106062.351562 Penalty: 704.242065
	Iteration 34Q: 3 clusters Score -106062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -106062.421875 Penalty: 704.242065
	Iteration 35Q: 3 clusters Score -106062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -106062.421875 Penalty: 704.242065
	Iteration 36F: 3 clusters Score -106062.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98022 members 
Entering Unmasked Estep 
Score: -4675027.000000 Penalty: 522.929138
	Iteration 0F: 2 clusters Score -4675027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -4608753.500000 Penalty: 1045.858276
	Iteration 0F: 3 clusters Score -4608754 nChanged 47865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -4639077.500000 Penalty: 1045.858276
	Iteration 1F: 3 clusters Score -4639078 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4642053.500000 Penalty: 1045.858276
	Iteration 2F: 3 clusters Score -4642054 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -4647154.500000 Penalty: 1045.858276
	Iteration 3F: 3 clusters Score -4647154 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -4654699.500000 Penalty: 1045.858276
	Iteration 4F: 3 clusters Score -4654700 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -4662885.000000 Penalty: 1045.858276
	Iteration 5F: 3 clusters Score -4662885 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -4668869.500000 Penalty: 1045.858276
	Iteration 6F: 3 clusters Score -4668870 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4671992.000000 Penalty: 1045.858276
	Iteration 7Q: 3 clusters Score -4671992 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4673388.000000 Penalty: 1045.858276
	Iteration 8Q: 3 clusters Score -4673388 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97089 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4674022.000000 Penalty: 1045.858276
	Iteration 9Q: 3 clusters Score -4674022 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4674265.000000 Penalty: 1045.858276
	Iteration 10Q: 3 clusters Score -4674265 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4674402.000000 Penalty: 1045.858276
	Iteration 11Q: 3 clusters Score -4674402 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4674476.000000 Penalty: 1045.858276
	Iteration 12Q: 3 clusters Score -4674476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4674533.000000 Penalty: 1045.858276
	Iteration 13Q: 3 clusters Score -4674533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -4674566.000000 Penalty: 1045.858276
	Iteration 14Q: 3 clusters Score -4674566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4674588.500000 Penalty: 1045.858276
	Iteration 15Q: 3 clusters Score -4674588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4674603.000000 Penalty: 1045.858276
	Iteration 16Q: 3 clusters Score -4674603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4674611.500000 Penalty: 1045.858276
	Iteration 17Q: 3 clusters Score -4674612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4674611.500000 Penalty: 1045.858276
	Iteration 18Q: 3 clusters Score -4674612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97932 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4674612.500000 Penalty: 1045.858276
	Iteration 19Q: 3 clusters Score -4674612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97934 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4674613.000000 Penalty: 1045.858276
	Iteration 20F: 3 clusters Score -4674613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4674611.500000 Penalty: 1045.858276
	Iteration 21Q: 3 clusters Score -4674612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97937 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4674615.000000 Penalty: 1045.858276
	Iteration 22Q: 3 clusters Score -4674615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4674613.500000 Penalty: 1045.858276
	Iteration 23Q: 3 clusters Score -4674614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4674613.500000 Penalty: 1045.858276
	Iteration 24Q: 3 clusters Score -4674614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4674610.500000 Penalty: 1045.858276
	Iteration 25Q: 3 clusters Score -4674610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4674610.500000 Penalty: 1045.858276
	Iteration 26F: 3 clusters Score -4674610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (216424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216424 members 
Entering Unmasked Estep 
Score: -10189890.000000 Penalty: 558.967285
	Iteration 0F: 2 clusters Score -1.018989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108013 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -10045022.000000 Penalty: 1117.934570
	Iteration 0F: 3 clusters Score -1.004502e+07 nChanged 106652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -10111511.000000 Penalty: 1117.934570
	Iteration 1F: 3 clusters Score -1.011151e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 116389 members 
Entering Unmasked Estep 
Score: -10114348.000000 Penalty: 1117.934570
	Iteration 2Q: 3 clusters Score -1.011435e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95234 members 
Mstep: Class 2 contains 121190 members 
Entering Unmasked Estep 
Score: -10118483.000000 Penalty: 1117.934570
	Iteration 3Q: 3 clusters Score -1.011848e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 128210 members 
Entering Unmasked Estep 
Score: -10124761.000000 Penalty: 1117.934570
	Iteration 4F: 3 clusters Score -1.012476e+07 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 137506 members 
Entering Unmasked Estep 
Score: -10133885.000000 Penalty: 1117.934570
	Iteration 5F: 3 clusters Score -1.013388e+07 nChanged 13883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 147943 members 
Entering Unmasked Estep 
Score: -10144700.000000 Penalty: 1117.934570
	Iteration 6F: 3 clusters Score -1.01447e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 157265 members 
Entering Unmasked Estep 
Score: -10154525.000000 Penalty: 1117.934570
	Iteration 7F: 3 clusters Score -1.015452e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 164353 members 
Entering Unmasked Estep 
Score: -10161698.000000 Penalty: 1117.934570
	Iteration 8F: 3 clusters Score -1.01617e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 169614 members 
Entering Unmasked Estep 
Score: -10166056.000000 Penalty: 1117.934570
	Iteration 9Q: 3 clusters Score -1.016606e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 173946 members 
Entering Unmasked Estep 
Score: -10168655.000000 Penalty: 1117.934570
	Iteration 10Q: 3 clusters Score -1.016866e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 177877 members 
Entering Unmasked Estep 
Score: -10170647.000000 Penalty: 1117.934570
	Iteration 11Q: 3 clusters Score -1.017065e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 181602 members 
Entering Unmasked Estep 
Score: -10172248.000000 Penalty: 1117.934570
	Iteration 12Q: 3 clusters Score -1.017225e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 185238 members 
Entering Unmasked Estep 
Score: -10173906.000000 Penalty: 1117.934570
	Iteration 13Q: 3 clusters Score -1.017391e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 188758 members 
Entering Unmasked Estep 
Score: -10175583.000000 Penalty: 1117.934570
	Iteration 14Q: 3 clusters Score -1.017558e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 192153 members 
Entering Unmasked Estep 
Score: -10177210.000000 Penalty: 1117.934570
	Iteration 15Q: 3 clusters Score -1.017721e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 195376 members 
Entering Unmasked Estep 
Score: -10178962.000000 Penalty: 1117.934570
	Iteration 16Q: 3 clusters Score -1.017896e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 198484 members 
Entering Unmasked Estep 
Score: -10180654.000000 Penalty: 1117.934570
	Iteration 17Q: 3 clusters Score -1.018065e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 201477 members 
Entering Unmasked Estep 
Score: -10182478.000000 Penalty: 1117.934570
	Iteration 18Q: 3 clusters Score -1.018248e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 204160 members 
Entering Unmasked Estep 
Score: -10184435.000000 Penalty: 1117.934570
	Iteration 19Q: 3 clusters Score -1.018444e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 206528 members 
Entering Unmasked Estep 
Score: -10185912.000000 Penalty: 1117.934570
	Iteration 20F: 3 clusters Score -1.018591e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 208529 members 
Entering Unmasked Estep 
Score: -10187013.000000 Penalty: 1117.934570
	Iteration 21Q: 3 clusters Score -1.018701e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 210191 members 
Entering Unmasked Estep 
Score: -10187830.000000 Penalty: 1117.934570
	Iteration 22Q: 3 clusters Score -1.018783e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 211507 members 
Entering Unmasked Estep 
Score: -10188364.000000 Penalty: 1117.934570
	Iteration 23Q: 3 clusters Score -1.018836e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 212503 members 
Entering Unmasked Estep 
Score: -10188724.000000 Penalty: 1117.934570
	Iteration 24Q: 3 clusters Score -1.018872e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 213293 members 
Entering Unmasked Estep 
Score: -10188966.000000 Penalty: 1117.934570
	Iteration 25Q: 3 clusters Score -1.018897e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 213889 members 
Entering Unmasked Estep 
Score: -10189183.000000 Penalty: 1117.934570
	Iteration 26Q: 3 clusters Score -1.018918e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 214325 members 
Entering Unmasked Estep 
Score: -10189322.000000 Penalty: 1117.934570
	Iteration 27Q: 3 clusters Score -1.018932e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 214662 members 
Entering Unmasked Estep 
Score: -10189412.000000 Penalty: 1117.934570
	Iteration 28Q: 3 clusters Score -1.018941e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 214915 members 
Entering Unmasked Estep 
Score: -10189506.000000 Penalty: 1117.934570
	Iteration 29Q: 3 clusters Score -1.018951e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 215104 members 
Entering Unmasked Estep 
Score: -10189561.000000 Penalty: 1117.934570
	Iteration 30Q: 3 clusters Score -1.018956e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 215251 members 
Entering Unmasked Estep 
Score: -10189604.000000 Penalty: 1117.934570
	Iteration 31Q: 3 clusters Score -1.01896e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 215345 members 
Entering Unmasked Estep 
Score: -10189626.000000 Penalty: 1117.934570
	Iteration 32Q: 3 clusters Score -1.018963e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 215412 members 
Entering Unmasked Estep 
Score: -10189655.000000 Penalty: 1117.934570
	Iteration 33Q: 3 clusters Score -1.018966e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 215454 members 
Entering Unmasked Estep 
Score: -10189671.000000 Penalty: 1117.934570
	Iteration 34Q: 3 clusters Score -1.018967e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 215493 members 
Entering Unmasked Estep 
Score: -10189661.000000 Penalty: 1117.934570
	Iteration 35Q: 3 clusters Score -1.018966e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 215519 members 
Entering Unmasked Estep 
Score: -10189673.000000 Penalty: 1117.934570
	Iteration 36Q: 3 clusters Score -1.018967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 215541 members 
Entering Unmasked Estep 
Score: -10189677.000000 Penalty: 1117.934570
	Iteration 37Q: 3 clusters Score -1.018968e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 215565 members 
Entering Unmasked Estep 
Score: -10189665.000000 Penalty: 1117.934570
	Iteration 38Q: 3 clusters Score -1.018966e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 215582 members 
Entering Unmasked Estep 
Score: -10189659.000000 Penalty: 1117.934570
	Iteration 39Q: 3 clusters Score -1.018966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 215595 members 
Entering Unmasked Estep 
Score: -10189663.000000 Penalty: 1117.934570
	Iteration 40F: 3 clusters Score -1.018966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 215608 members 
Entering Unmasked Estep 
Score: -10189664.000000 Penalty: 1117.934570
	Iteration 41Q: 3 clusters Score -1.018966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 215625 members 
Entering Unmasked Estep 
Score: -10189655.000000 Penalty: 1117.934570
	Iteration 42Q: 3 clusters Score -1.018966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 215644 members 
Entering Unmasked Estep 
Score: -10189667.000000 Penalty: 1117.934570
	Iteration 43Q: 3 clusters Score -1.018967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 215657 members 
Entering Unmasked Estep 
Score: -10189671.000000 Penalty: 1117.934570
	Iteration 44Q: 3 clusters Score -1.018967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 215668 members 
Entering Unmasked Estep 
Score: -10189670.000000 Penalty: 1117.934570
	Iteration 45Q: 3 clusters Score -1.018967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 215679 members 
Entering Unmasked Estep 
Score: -10189668.000000 Penalty: 1117.934570
	Iteration 46Q: 3 clusters Score -1.018967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 215683 members 
Entering Unmasked Estep 
Score: -10189667.000000 Penalty: 1117.934570
	Iteration 47Q: 3 clusters Score -1.018967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 215686 members 
Entering Unmasked Estep 
Score: -10189671.000000 Penalty: 1117.934570
	Iteration 48Q: 3 clusters Score -1.018967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 215688 members 
Entering Unmasked Estep 
Score: -10189667.000000 Penalty: 1117.934570
	Iteration 49Q: 3 clusters Score -1.018967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 215689 members 
Entering Unmasked Estep 
Score: -10189673.000000 Penalty: 1117.934570
	Iteration 50Q: 3 clusters Score -1.018967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 215689 members 
Entering Unmasked Estep 
Score: -10189673.000000 Penalty: 1117.934570
	Iteration 51F: 3 clusters Score -1.018967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Entering Unmasked Estep 
Score: -193354.921875 Penalty: 374.321259
	Iteration 0F: 2 clusters Score -193354.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -190767.578125 Penalty: 748.642517
	Iteration 0F: 3 clusters Score -190767.6 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -191693.625000 Penalty: 748.642517
	Iteration 1F: 3 clusters Score -191693.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -191800.406250 Penalty: 748.642517
	Iteration 2F: 3 clusters Score -191800.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -191881.937500 Penalty: 748.642517
	Iteration 3F: 3 clusters Score -191881.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -191941.687500 Penalty: 748.642517
	Iteration 4Q: 3 clusters Score -191941.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -192002.593750 Penalty: 748.642517
	Iteration 5Q: 3 clusters Score -192002.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -192078.531250 Penalty: 748.642517
	Iteration 6Q: 3 clusters Score -192078.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -192177.359375 Penalty: 748.642517
	Iteration 7Q: 3 clusters Score -192177.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -192310.062500 Penalty: 748.642517
	Iteration 8Q: 3 clusters Score -192310.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -192425.531250 Penalty: 748.642517
	Iteration 9Q: 3 clusters Score -192425.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -192503.156250 Penalty: 748.642517
	Iteration 10Q: 3 clusters Score -192503.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -192555.078125 Penalty: 748.642517
	Iteration 11Q: 3 clusters Score -192555.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -192582.546875 Penalty: 748.642517
	Iteration 12Q: 3 clusters Score -192582.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -192600.640625 Penalty: 748.642517
	Iteration 13Q: 3 clusters Score -192600.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -192614.171875 Penalty: 748.642517
	Iteration 14Q: 3 clusters Score -192614.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -192623.953125 Penalty: 748.642517
	Iteration 15Q: 3 clusters Score -192624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -192631.593750 Penalty: 748.642517
	Iteration 16Q: 3 clusters Score -192631.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -192635.421875 Penalty: 748.642517
	Iteration 17Q: 3 clusters Score -192635.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -192638.968750 Penalty: 748.642517
	Iteration 18Q: 3 clusters Score -192639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -192644.125000 Penalty: 748.642517
	Iteration 19Q: 3 clusters Score -192644.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -192655.281250 Penalty: 748.642517
	Iteration 20F: 3 clusters Score -192655.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -192666.953125 Penalty: 748.642517
	Iteration 21Q: 3 clusters Score -192667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -192679.390625 Penalty: 748.642517
	Iteration 22Q: 3 clusters Score -192679.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -192692.343750 Penalty: 748.642517
	Iteration 23Q: 3 clusters Score -192692.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -192708.890625 Penalty: 748.642517
	Iteration 24Q: 3 clusters Score -192708.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -192727.890625 Penalty: 748.642517
	Iteration 25Q: 3 clusters Score -192727.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -192748.750000 Penalty: 748.642517
	Iteration 26Q: 3 clusters Score -192748.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -192764.531250 Penalty: 748.642517
	Iteration 27Q: 3 clusters Score -192764.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -192776.000000 Penalty: 748.642517
	Iteration 28Q: 3 clusters Score -192776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -192784.937500 Penalty: 748.642517
	Iteration 29Q: 3 clusters Score -192784.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -192792.750000 Penalty: 748.642517
	Iteration 30Q: 3 clusters Score -192792.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -192802.171875 Penalty: 748.642517
	Iteration 31Q: 3 clusters Score -192802.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -192814.578125 Penalty: 748.642517
	Iteration 32Q: 3 clusters Score -192814.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -192825.484375 Penalty: 748.642517
	Iteration 33Q: 3 clusters Score -192825.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -192829.859375 Penalty: 748.642517
	Iteration 34Q: 3 clusters Score -192829.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -192833.328125 Penalty: 748.642517
	Iteration 35Q: 3 clusters Score -192833.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -192837.546875 Penalty: 748.642517
	Iteration 36Q: 3 clusters Score -192837.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -192840.656250 Penalty: 748.642517
	Iteration 37Q: 3 clusters Score -192840.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -192843.140625 Penalty: 748.642517
	Iteration 38Q: 3 clusters Score -192843.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -192844.531250 Penalty: 748.642517
	Iteration 39Q: 3 clusters Score -192844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -192845.750000 Penalty: 748.642517
	Iteration 40F: 3 clusters Score -192845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -192847.250000 Penalty: 748.642517
	Iteration 41Q: 3 clusters Score -192847.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -192849.140625 Penalty: 748.642517
	Iteration 42Q: 3 clusters Score -192849.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -192853.234375 Penalty: 748.642517
	Iteration 43Q: 3 clusters Score -192853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -192857.093750 Penalty: 748.642517
	Iteration 44Q: 3 clusters Score -192857.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -192859.343750 Penalty: 748.642517
	Iteration 45Q: 3 clusters Score -192859.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -192861.171875 Penalty: 748.642517
	Iteration 46Q: 3 clusters Score -192861.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -192862.375000 Penalty: 748.642517
	Iteration 47Q: 3 clusters Score -192862.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -192863.109375 Penalty: 748.642517
	Iteration 48Q: 3 clusters Score -192863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -192864.078125 Penalty: 748.642517
	Iteration 49Q: 3 clusters Score -192864.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -192864.625000 Penalty: 748.642517
	Iteration 50Q: 3 clusters Score -192864.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -192865.531250 Penalty: 748.642517
	Iteration 51Q: 3 clusters Score -192865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -192865.828125 Penalty: 748.642517
	Iteration 52Q: 3 clusters Score -192865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -192866.328125 Penalty: 748.642517
	Iteration 53Q: 3 clusters Score -192866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -192866.562500 Penalty: 748.642517
	Iteration 54Q: 3 clusters Score -192866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -192867.546875 Penalty: 748.642517
	Iteration 55Q: 3 clusters Score -192867.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -192868.953125 Penalty: 748.642517
	Iteration 56Q: 3 clusters Score -192869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -192870.250000 Penalty: 748.642517
	Iteration 57Q: 3 clusters Score -192870.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -192874.234375 Penalty: 748.642517
	Iteration 58Q: 3 clusters Score -192874.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192879.281250 Penalty: 748.642517
	Iteration 59Q: 3 clusters Score -192879.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -192882.406250 Penalty: 748.642517
	Iteration 60F: 3 clusters Score -192882.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -192887.406250 Penalty: 748.642517
	Iteration 61Q: 3 clusters Score -192887.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -192892.937500 Penalty: 748.642517
	Iteration 62Q: 3 clusters Score -192892.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -192896.531250 Penalty: 748.642517
	Iteration 63Q: 3 clusters Score -192896.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -192900.640625 Penalty: 748.642517
	Iteration 64Q: 3 clusters Score -192900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192903.000000 Penalty: 748.642517
	Iteration 65Q: 3 clusters Score -192903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -192904.875000 Penalty: 748.642517
	Iteration 66Q: 3 clusters Score -192904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -192906.000000 Penalty: 748.642517
	Iteration 67Q: 3 clusters Score -192906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -192908.953125 Penalty: 748.642517
	Iteration 68Q: 3 clusters Score -192909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -192911.734375 Penalty: 748.642517
	Iteration 69Q: 3 clusters Score -192911.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -192914.000000 Penalty: 748.642517
	Iteration 70Q: 3 clusters Score -192914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -192916.171875 Penalty: 748.642517
	Iteration 71Q: 3 clusters Score -192916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -192920.015625 Penalty: 748.642517
	Iteration 72Q: 3 clusters Score -192920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -192926.921875 Penalty: 748.642517
	Iteration 73Q: 3 clusters Score -192926.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -192934.984375 Penalty: 748.642517
	Iteration 74Q: 3 clusters Score -192935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -192940.406250 Penalty: 748.642517
	Iteration 75Q: 3 clusters Score -192940.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -192943.109375 Penalty: 748.642517
	Iteration 76Q: 3 clusters Score -192943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -192945.828125 Penalty: 748.642517
	Iteration 77Q: 3 clusters Score -192945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -192948.875000 Penalty: 748.642517
	Iteration 78Q: 3 clusters Score -192948.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -192952.953125 Penalty: 748.642517
	Iteration 79Q: 3 clusters Score -192953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -192955.390625 Penalty: 748.642517
	Iteration 80F: 3 clusters Score -192955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -192957.250000 Penalty: 748.642517
	Iteration 81Q: 3 clusters Score -192957.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -192961.781250 Penalty: 748.642517
	Iteration 82Q: 3 clusters Score -192961.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -192966.453125 Penalty: 748.642517
	Iteration 83Q: 3 clusters Score -192966.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -192970.187500 Penalty: 748.642517
	Iteration 84Q: 3 clusters Score -192970.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -192971.281250 Penalty: 748.642517
	Iteration 85Q: 3 clusters Score -192971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -192973.375000 Penalty: 748.642517
	Iteration 86Q: 3 clusters Score -192973.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -192975.578125 Penalty: 748.642517
	Iteration 87Q: 3 clusters Score -192975.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -192978.546875 Penalty: 748.642517
	Iteration 88Q: 3 clusters Score -192978.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -192981.359375 Penalty: 748.642517
	Iteration 89Q: 3 clusters Score -192981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -192982.500000 Penalty: 748.642517
	Iteration 90Q: 3 clusters Score -192982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -192984.328125 Penalty: 748.642517
	Iteration 91Q: 3 clusters Score -192984.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -192987.000000 Penalty: 748.642517
	Iteration 92Q: 3 clusters Score -192987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -192989.265625 Penalty: 748.642517
	Iteration 93Q: 3 clusters Score -192989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -192990.687500 Penalty: 748.642517
	Iteration 94Q: 3 clusters Score -192990.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -192993.156250 Penalty: 748.642517
	Iteration 95Q: 3 clusters Score -192993.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -192994.718750 Penalty: 748.642517
	Iteration 96Q: 3 clusters Score -192994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -192994.890625 Penalty: 748.642517
	Iteration 97Q: 3 clusters Score -192994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -192995.203125 Penalty: 748.642517
	Iteration 98Q: 3 clusters Score -192995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -192995.406250 Penalty: 748.642517
	Iteration 99Q: 3 clusters Score -192995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -192995.406250 Penalty: 748.642517
	Iteration 100F: 3 clusters Score -192995.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -55931.128906 Penalty: 327.278503
	Iteration 0F: 2 clusters Score -55931.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -54940.699219 Penalty: 654.557007
	Iteration 0F: 3 clusters Score -54940.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -55204.496094 Penalty: 654.557007
	Iteration 1F: 3 clusters Score -55204.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -55265.816406 Penalty: 654.557007
	Iteration 2F: 3 clusters Score -55265.82 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -55313.660156 Penalty: 654.557007
	Iteration 3F: 3 clusters Score -55313.66 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -55343.554688 Penalty: 654.557007
	Iteration 4Q: 3 clusters Score -55343.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -55362.332031 Penalty: 654.557007
	Iteration 5Q: 3 clusters Score -55362.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -55382.476562 Penalty: 654.557007
	Iteration 6Q: 3 clusters Score -55382.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -55394.468750 Penalty: 654.557007
	Iteration 7Q: 3 clusters Score -55394.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -55403.257812 Penalty: 654.557007
	Iteration 8Q: 3 clusters Score -55403.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -55407.808594 Penalty: 654.557007
	Iteration 9Q: 3 clusters Score -55407.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -55414.960938 Penalty: 654.557007
	Iteration 10Q: 3 clusters Score -55414.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -55425.734375 Penalty: 654.557007
	Iteration 11Q: 3 clusters Score -55425.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -55429.824219 Penalty: 654.557007
	Iteration 12Q: 3 clusters Score -55429.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -55432.812500 Penalty: 654.557007
	Iteration 13Q: 3 clusters Score -55432.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -55436.074219 Penalty: 654.557007
	Iteration 14Q: 3 clusters Score -55436.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -55440.718750 Penalty: 654.557007
	Iteration 15Q: 3 clusters Score -55440.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -55445.265625 Penalty: 654.557007
	Iteration 16Q: 3 clusters Score -55445.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55450.382812 Penalty: 654.557007
	Iteration 17Q: 3 clusters Score -55450.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -55456.824219 Penalty: 654.557007
	Iteration 18Q: 3 clusters Score -55456.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -55464.039062 Penalty: 654.557007
	Iteration 19Q: 3 clusters Score -55464.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -55470.082031 Penalty: 654.557007
	Iteration 20F: 3 clusters Score -55470.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -55477.015625 Penalty: 654.557007
	Iteration 21Q: 3 clusters Score -55477.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -55485.042969 Penalty: 654.557007
	Iteration 22Q: 3 clusters Score -55485.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55491.753906 Penalty: 654.557007
	Iteration 23Q: 3 clusters Score -55491.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -55499.167969 Penalty: 654.557007
	Iteration 24Q: 3 clusters Score -55499.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55504.402344 Penalty: 654.557007
	Iteration 25Q: 3 clusters Score -55504.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -55512.523438 Penalty: 654.557007
	Iteration 26Q: 3 clusters Score -55512.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55518.484375 Penalty: 654.557007
	Iteration 27Q: 3 clusters Score -55518.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55523.382812 Penalty: 654.557007
	Iteration 28Q: 3 clusters Score -55523.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55527.195312 Penalty: 654.557007
	Iteration 29Q: 3 clusters Score -55527.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55531.269531 Penalty: 654.557007
	Iteration 30Q: 3 clusters Score -55531.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55539.261719 Penalty: 654.557007
	Iteration 31Q: 3 clusters Score -55539.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55547.496094 Penalty: 654.557007
	Iteration 32Q: 3 clusters Score -55547.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55554.593750 Penalty: 654.557007
	Iteration 33Q: 3 clusters Score -55554.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55567.062500 Penalty: 654.557007
	Iteration 34Q: 3 clusters Score -55567.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55577.980469 Penalty: 654.557007
	Iteration 35Q: 3 clusters Score -55577.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55581.886719 Penalty: 654.557007
	Iteration 36Q: 3 clusters Score -55581.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55586.574219 Penalty: 654.557007
	Iteration 37Q: 3 clusters Score -55586.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55589.601562 Penalty: 654.557007
	Iteration 38Q: 3 clusters Score -55589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55592.703125 Penalty: 654.557007
	Iteration 39Q: 3 clusters Score -55592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55594.800781 Penalty: 654.557007
	Iteration 40F: 3 clusters Score -55594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55596.699219 Penalty: 654.557007
	Iteration 41Q: 3 clusters Score -55596.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55600.683594 Penalty: 654.557007
	Iteration 42Q: 3 clusters Score -55600.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55603.406250 Penalty: 654.557007
	Iteration 43Q: 3 clusters Score -55603.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55606.585938 Penalty: 654.557007
	Iteration 44Q: 3 clusters Score -55606.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55613.636719 Penalty: 654.557007
	Iteration 45Q: 3 clusters Score -55613.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55618.062500 Penalty: 654.557007
	Iteration 46Q: 3 clusters Score -55618.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55620.703125 Penalty: 654.557007
	Iteration 47Q: 3 clusters Score -55620.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -55622.304688 Penalty: 654.557007
	Iteration 48Q: 3 clusters Score -55622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55622.691406 Penalty: 654.557007
	Iteration 49Q: 3 clusters Score -55622.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55622.691406 Penalty: 654.557007
	Iteration 50F: 3 clusters Score -55622.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17240.849609 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17240.85 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 189 members 
Entering Unmasked Estep 
Score: -16841.603516 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -16841.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16990.470703 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -16990.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17036.613281 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17036.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17056.351562 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -17056.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17077.906250 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17077.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17090.048828 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17090.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17094.978516 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17094.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17107.191406 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17107.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17113.921875 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17113.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17117.322266 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -17117.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17117.427734 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -17117.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17117.427734 Penalty: 542.919373
	Iteration 11F: 3 clusters Score -17117.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Entering Unmasked Estep 
Score: -1671452.000000 Penalty: 473.183899
	Iteration 0F: 2 clusters Score -1671452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1649402.875000 Penalty: 946.367798
	Iteration 0F: 3 clusters Score -1649403 nChanged 15847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1658970.250000 Penalty: 946.367798
	Iteration 1F: 3 clusters Score -1658970 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1659662.125000 Penalty: 946.367798
	Iteration 2Q: 3 clusters Score -1659662 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1660739.625000 Penalty: 946.367798
	Iteration 3F: 3 clusters Score -1660740 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1662427.375000 Penalty: 946.367798
	Iteration 4F: 3 clusters Score -1662427 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1664726.500000 Penalty: 946.367798
	Iteration 5F: 3 clusters Score -1664726 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1667201.000000 Penalty: 946.367798
	Iteration 6F: 3 clusters Score -1667201 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1668556.875000 Penalty: 946.367798
	Iteration 7F: 3 clusters Score -1668557 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1668956.625000 Penalty: 946.367798
	Iteration 8Q: 3 clusters Score -1668957 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1669149.750000 Penalty: 946.367798
	Iteration 9Q: 3 clusters Score -1669150 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1669260.000000 Penalty: 946.367798
	Iteration 10Q: 3 clusters Score -1669260 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1669362.750000 Penalty: 946.367798
	Iteration 11Q: 3 clusters Score -1669363 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1669436.000000 Penalty: 946.367798
	Iteration 12Q: 3 clusters Score -1669436 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1669526.625000 Penalty: 946.367798
	Iteration 13Q: 3 clusters Score -1669527 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1669585.625000 Penalty: 946.367798
	Iteration 14Q: 3 clusters Score -1669586 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1669641.000000 Penalty: 946.367798
	Iteration 15Q: 3 clusters Score -1669641 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1669672.875000 Penalty: 946.367798
	Iteration 16Q: 3 clusters Score -1669673 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1669716.000000 Penalty: 946.367798
	Iteration 17Q: 3 clusters Score -1669716 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1669752.500000 Penalty: 946.367798
	Iteration 18Q: 3 clusters Score -1669752 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1669781.750000 Penalty: 946.367798
	Iteration 19Q: 3 clusters Score -1669782 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1669806.750000 Penalty: 946.367798
	Iteration 20F: 3 clusters Score -1669807 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1669825.375000 Penalty: 946.367798
	Iteration 21Q: 3 clusters Score -1669825 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1669847.625000 Penalty: 946.367798
	Iteration 22Q: 3 clusters Score -1669848 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1669875.125000 Penalty: 946.367798
	Iteration 23Q: 3 clusters Score -1669875 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1669895.375000 Penalty: 946.367798
	Iteration 24Q: 3 clusters Score -1669895 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1669912.375000 Penalty: 946.367798
	Iteration 25Q: 3 clusters Score -1669912 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1669932.125000 Penalty: 946.367798
	Iteration 26Q: 3 clusters Score -1669932 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1669954.125000 Penalty: 946.367798
	Iteration 27Q: 3 clusters Score -1669954 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1669964.250000 Penalty: 946.367798
	Iteration 28Q: 3 clusters Score -1669964 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1669974.625000 Penalty: 946.367798
	Iteration 29Q: 3 clusters Score -1669975 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1669989.875000 Penalty: 946.367798
	Iteration 30Q: 3 clusters Score -1669990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1670004.125000 Penalty: 946.367798
	Iteration 31Q: 3 clusters Score -1670004 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1670008.500000 Penalty: 946.367798
	Iteration 32Q: 3 clusters Score -1670008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1670007.375000 Penalty: 946.367798
	Iteration 33Q: 3 clusters Score -1670007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1670016.875000 Penalty: 946.367798
	Iteration 34Q: 3 clusters Score -1670017 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1670010.750000 Penalty: 946.367798
	Iteration 35Q: 3 clusters Score -1670011 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1670022.125000 Penalty: 946.367798
	Iteration 36Q: 3 clusters Score -1670022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1670020.250000 Penalty: 946.367798
	Iteration 37Q: 3 clusters Score -1670020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1670017.375000 Penalty: 946.367798
	Iteration 38Q: 3 clusters Score -1670017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1670019.375000 Penalty: 946.367798
	Iteration 39Q: 3 clusters Score -1670019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1670022.875000 Penalty: 946.367798
	Iteration 40F: 3 clusters Score -1670023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1670020.250000 Penalty: 946.367798
	Iteration 41Q: 3 clusters Score -1670020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1670022.875000 Penalty: 946.367798
	Iteration 42Q: 3 clusters Score -1670023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1670024.125000 Penalty: 946.367798
	Iteration 43Q: 3 clusters Score -1670024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1670025.750000 Penalty: 946.367798
	Iteration 44Q: 3 clusters Score -1670026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1670025.625000 Penalty: 946.367798
	Iteration 45Q: 3 clusters Score -1670026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1670026.750000 Penalty: 946.367798
	Iteration 46Q: 3 clusters Score -1670027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1670027.250000 Penalty: 946.367798
	Iteration 47Q: 3 clusters Score -1670027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1670028.125000 Penalty: 946.367798
	Iteration 48Q: 3 clusters Score -1670028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1670026.375000 Penalty: 946.367798
	Iteration 49Q: 3 clusters Score -1670026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1670027.375000 Penalty: 946.367798
	Iteration 50Q: 3 clusters Score -1670027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1670026.875000 Penalty: 946.367798
	Iteration 51Q: 3 clusters Score -1670027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1670021.125000 Penalty: 946.367798
	Iteration 52Q: 3 clusters Score -1670021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1670020.375000 Penalty: 946.367798
	Iteration 53Q: 3 clusters Score -1670020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1670017.875000 Penalty: 946.367798
	Iteration 54Q: 3 clusters Score -1670018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1670018.875000 Penalty: 946.367798
	Iteration 55Q: 3 clusters Score -1670019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1670021.375000 Penalty: 946.367798
	Iteration 56Q: 3 clusters Score -1670021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1670021.375000 Penalty: 946.367798
	Iteration 57F: 3 clusters Score -1670021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -80107.820312 Penalty: 337.527222
	Iteration 0F: 2 clusters Score -80107.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -78890.000000 Penalty: 675.054443
	Iteration 0F: 3 clusters Score -78890 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -79261.984375 Penalty: 675.054443
	Iteration 1F: 3 clusters Score -79261.98 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -79320.968750 Penalty: 675.054443
	Iteration 2F: 3 clusters Score -79320.97 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -79367.367188 Penalty: 675.054443
	Iteration 3F: 3 clusters Score -79367.37 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -79421.015625 Penalty: 675.054443
	Iteration 4Q: 3 clusters Score -79421.02 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79482.023438 Penalty: 675.054443
	Iteration 5F: 3 clusters Score -79482.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -79526.500000 Penalty: 675.054443
	Iteration 6Q: 3 clusters Score -79526.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79565.343750 Penalty: 675.054443
	Iteration 7Q: 3 clusters Score -79565.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79613.296875 Penalty: 675.054443
	Iteration 8Q: 3 clusters Score -79613.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79659.437500 Penalty: 675.054443
	Iteration 9Q: 3 clusters Score -79659.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79695.406250 Penalty: 675.054443
	Iteration 10Q: 3 clusters Score -79695.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -79720.101562 Penalty: 675.054443
	Iteration 11Q: 3 clusters Score -79720.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79730.757812 Penalty: 675.054443
	Iteration 12Q: 3 clusters Score -79730.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -79736.335938 Penalty: 675.054443
	Iteration 13Q: 3 clusters Score -79736.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -79742.359375 Penalty: 675.054443
	Iteration 14Q: 3 clusters Score -79742.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79748.484375 Penalty: 675.054443
	Iteration 15Q: 3 clusters Score -79748.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -79752.023438 Penalty: 675.054443
	Iteration 16Q: 3 clusters Score -79752.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -79754.234375 Penalty: 675.054443
	Iteration 17Q: 3 clusters Score -79754.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79754.656250 Penalty: 675.054443
	Iteration 18Q: 3 clusters Score -79754.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -79755.382812 Penalty: 675.054443
	Iteration 19Q: 3 clusters Score -79755.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -79755.382812 Penalty: 675.054443
	Iteration 20F: 3 clusters Score -79755.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -40308.253906 Penalty: 303.749969
	Iteration 0F: 2 clusters Score -40308.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -39623.121094 Penalty: 607.499939
	Iteration 0F: 3 clusters Score -39623.12 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -39815.488281 Penalty: 607.499939
	Iteration 1F: 3 clusters Score -39815.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -39849.675781 Penalty: 607.499939
	Iteration 2F: 3 clusters Score -39849.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39875.218750 Penalty: 607.499939
	Iteration 3Q: 3 clusters Score -39875.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -39892.957031 Penalty: 607.499939
	Iteration 4Q: 3 clusters Score -39892.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -39909.605469 Penalty: 607.499939
	Iteration 5Q: 3 clusters Score -39909.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -39921.960938 Penalty: 607.499939
	Iteration 6Q: 3 clusters Score -39921.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -39932.656250 Penalty: 607.499939
	Iteration 7Q: 3 clusters Score -39932.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -39941.722656 Penalty: 607.499939
	Iteration 8Q: 3 clusters Score -39941.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -39945.109375 Penalty: 607.499939
	Iteration 9Q: 3 clusters Score -39945.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -39951.332031 Penalty: 607.499939
	Iteration 10Q: 3 clusters Score -39951.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -39955.398438 Penalty: 607.499939
	Iteration 11Q: 3 clusters Score -39955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -39957.304688 Penalty: 607.499939
	Iteration 12Q: 3 clusters Score -39957.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -39959.191406 Penalty: 607.499939
	Iteration 13Q: 3 clusters Score -39959.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -39960.246094 Penalty: 607.499939
	Iteration 14Q: 3 clusters Score -39960.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -39961.937500 Penalty: 607.499939
	Iteration 15Q: 3 clusters Score -39961.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -39962.410156 Penalty: 607.499939
	Iteration 16Q: 3 clusters Score -39962.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -39962.410156 Penalty: 607.499939
	Iteration 17F: 3 clusters Score -39962.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -86819.859375 Penalty: 345.406769
	Iteration 0F: 2 clusters Score -86819.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -85397.171875 Penalty: 690.813538
	Iteration 0F: 3 clusters Score -85397.17 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -85885.570312 Penalty: 690.813538
	Iteration 1F: 3 clusters Score -85885.57 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -85980.437500 Penalty: 690.813538
	Iteration 2F: 3 clusters Score -85980.44 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -86067.765625 Penalty: 690.813538
	Iteration 3F: 3 clusters Score -86067.77 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -86146.132812 Penalty: 690.813538
	Iteration 4F: 3 clusters Score -86146.13 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -86207.437500 Penalty: 690.813538
	Iteration 5Q: 3 clusters Score -86207.44 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86268.703125 Penalty: 690.813538
	Iteration 6Q: 3 clusters Score -86268.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86329.367188 Penalty: 690.813538
	Iteration 7Q: 3 clusters Score -86329.37 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86386.046875 Penalty: 690.813538
	Iteration 8Q: 3 clusters Score -86386.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86421.984375 Penalty: 690.813538
	Iteration 9Q: 3 clusters Score -86421.98 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86455.031250 Penalty: 690.813538
	Iteration 10Q: 3 clusters Score -86455.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -86482.500000 Penalty: 690.813538
	Iteration 11Q: 3 clusters Score -86482.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -86518.734375 Penalty: 690.813538
	Iteration 12Q: 3 clusters Score -86518.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -86539.000000 Penalty: 690.813538
	Iteration 13Q: 3 clusters Score -86539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -86552.781250 Penalty: 690.813538
	Iteration 14Q: 3 clusters Score -86552.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -86567.726562 Penalty: 690.813538
	Iteration 15Q: 3 clusters Score -86567.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -86577.875000 Penalty: 690.813538
	Iteration 16Q: 3 clusters Score -86577.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -86586.812500 Penalty: 690.813538
	Iteration 17Q: 3 clusters Score -86586.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -86591.757812 Penalty: 690.813538
	Iteration 18Q: 3 clusters Score -86591.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -86594.820312 Penalty: 690.813538
	Iteration 19Q: 3 clusters Score -86594.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -86598.539062 Penalty: 690.813538
	Iteration 20F: 3 clusters Score -86598.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -86602.414062 Penalty: 690.813538
	Iteration 21Q: 3 clusters Score -86602.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -86603.562500 Penalty: 690.813538
	Iteration 22Q: 3 clusters Score -86603.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -86603.562500 Penalty: 690.813538
	Iteration 23F: 3 clusters Score -86603.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -120589.226562 Penalty: 354.963287
	Iteration 0F: 2 clusters Score -120589.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -118842.609375 Penalty: 709.926575
	Iteration 0F: 3 clusters Score -118842.6 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -119515.914062 Penalty: 709.926575
	Iteration 1F: 3 clusters Score -119515.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -119623.523438 Penalty: 709.926575
	Iteration 2F: 3 clusters Score -119623.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -119731.289062 Penalty: 709.926575
	Iteration 3F: 3 clusters Score -119731.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -119845.234375 Penalty: 709.926575
	Iteration 4F: 3 clusters Score -119845.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -119963.468750 Penalty: 709.926575
	Iteration 5F: 3 clusters Score -119963.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -120092.078125 Penalty: 709.926575
	Iteration 6Q: 3 clusters Score -120092.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -120237.484375 Penalty: 709.926575
	Iteration 7Q: 3 clusters Score -120237.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -120326.492188 Penalty: 709.926575
	Iteration 8Q: 3 clusters Score -120326.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -120366.554688 Penalty: 709.926575
	Iteration 9Q: 3 clusters Score -120366.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -120381.656250 Penalty: 709.926575
	Iteration 10Q: 3 clusters Score -120381.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -120387.484375 Penalty: 709.926575
	Iteration 11Q: 3 clusters Score -120387.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -120392.031250 Penalty: 709.926575
	Iteration 12Q: 3 clusters Score -120392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -120394.664062 Penalty: 709.926575
	Iteration 13Q: 3 clusters Score -120394.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -120397.148438 Penalty: 709.926575
	Iteration 14Q: 3 clusters Score -120397.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -120398.703125 Penalty: 709.926575
	Iteration 15Q: 3 clusters Score -120398.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -120400.906250 Penalty: 709.926575
	Iteration 16Q: 3 clusters Score -120400.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -120403.585938 Penalty: 709.926575
	Iteration 17Q: 3 clusters Score -120403.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -120405.046875 Penalty: 709.926575
	Iteration 18Q: 3 clusters Score -120405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -120405.750000 Penalty: 709.926575
	Iteration 19Q: 3 clusters Score -120405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -120405.859375 Penalty: 709.926575
	Iteration 20F: 3 clusters Score -120405.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -133413.640625 Penalty: 359.377716
	Iteration 0F: 2 clusters Score -133413.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -131495.203125 Penalty: 718.755432
	Iteration 0F: 3 clusters Score -131495.2 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -132156.640625 Penalty: 718.755432
	Iteration 1F: 3 clusters Score -132156.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -132248.656250 Penalty: 718.755432
	Iteration 2F: 3 clusters Score -132248.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -132310.453125 Penalty: 718.755432
	Iteration 3F: 3 clusters Score -132310.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -132371.953125 Penalty: 718.755432
	Iteration 4Q: 3 clusters Score -132372 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -132428.937500 Penalty: 718.755432
	Iteration 5Q: 3 clusters Score -132428.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -132495.875000 Penalty: 718.755432
	Iteration 6Q: 3 clusters Score -132495.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -132582.484375 Penalty: 718.755432
	Iteration 7Q: 3 clusters Score -132582.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -132686.359375 Penalty: 718.755432
	Iteration 8Q: 3 clusters Score -132686.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -132764.703125 Penalty: 718.755432
	Iteration 9Q: 3 clusters Score -132764.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -132852.062500 Penalty: 718.755432
	Iteration 10Q: 3 clusters Score -132852.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -132927.937500 Penalty: 718.755432
	Iteration 11Q: 3 clusters Score -132927.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -132962.718750 Penalty: 718.755432
	Iteration 12Q: 3 clusters Score -132962.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -132981.140625 Penalty: 718.755432
	Iteration 13Q: 3 clusters Score -132981.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -132991.781250 Penalty: 718.755432
	Iteration 14Q: 3 clusters Score -132991.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -133001.953125 Penalty: 718.755432
	Iteration 15Q: 3 clusters Score -133002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -133006.593750 Penalty: 718.755432
	Iteration 16Q: 3 clusters Score -133006.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -133011.484375 Penalty: 718.755432
	Iteration 17Q: 3 clusters Score -133011.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -133014.390625 Penalty: 718.755432
	Iteration 18Q: 3 clusters Score -133014.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -133019.500000 Penalty: 718.755432
	Iteration 19Q: 3 clusters Score -133019.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -133024.609375 Penalty: 718.755432
	Iteration 20F: 3 clusters Score -133024.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -133031.906250 Penalty: 718.755432
	Iteration 21Q: 3 clusters Score -133031.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -133037.515625 Penalty: 718.755432
	Iteration 22Q: 3 clusters Score -133037.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -133048.765625 Penalty: 718.755432
	Iteration 23Q: 3 clusters Score -133048.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -133064.125000 Penalty: 718.755432
	Iteration 24Q: 3 clusters Score -133064.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -133076.343750 Penalty: 718.755432
	Iteration 25Q: 3 clusters Score -133076.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -133085.937500 Penalty: 718.755432
	Iteration 26Q: 3 clusters Score -133085.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -133094.265625 Penalty: 718.755432
	Iteration 27Q: 3 clusters Score -133094.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -133109.671875 Penalty: 718.755432
	Iteration 28Q: 3 clusters Score -133109.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -133128.187500 Penalty: 718.755432
	Iteration 29Q: 3 clusters Score -133128.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -133142.578125 Penalty: 718.755432
	Iteration 30Q: 3 clusters Score -133142.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -133157.125000 Penalty: 718.755432
	Iteration 31Q: 3 clusters Score -133157.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -133170.796875 Penalty: 718.755432
	Iteration 32Q: 3 clusters Score -133170.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -133180.359375 Penalty: 718.755432
	Iteration 33Q: 3 clusters Score -133180.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -133186.875000 Penalty: 718.755432
	Iteration 34Q: 3 clusters Score -133186.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -133190.609375 Penalty: 718.755432
	Iteration 35Q: 3 clusters Score -133190.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -133192.078125 Penalty: 718.755432
	Iteration 36Q: 3 clusters Score -133192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -133193.906250 Penalty: 718.755432
	Iteration 37Q: 3 clusters Score -133193.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -133197.000000 Penalty: 718.755432
	Iteration 38Q: 3 clusters Score -133197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -133199.609375 Penalty: 718.755432
	Iteration 39Q: 3 clusters Score -133199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -133202.078125 Penalty: 718.755432
	Iteration 40F: 3 clusters Score -133202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -133205.593750 Penalty: 718.755432
	Iteration 41Q: 3 clusters Score -133205.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -133213.578125 Penalty: 718.755432
	Iteration 42Q: 3 clusters Score -133213.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -133218.921875 Penalty: 718.755432
	Iteration 43Q: 3 clusters Score -133218.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -133221.625000 Penalty: 718.755432
	Iteration 44Q: 3 clusters Score -133221.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -133223.921875 Penalty: 718.755432
	Iteration 45Q: 3 clusters Score -133223.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -133225.046875 Penalty: 718.755432
	Iteration 46Q: 3 clusters Score -133225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -133225.781250 Penalty: 718.755432
	Iteration 47Q: 3 clusters Score -133225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -133226.312500 Penalty: 718.755432
	Iteration 48Q: 3 clusters Score -133226.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -133227.484375 Penalty: 718.755432
	Iteration 49Q: 3 clusters Score -133227.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -133227.953125 Penalty: 718.755432
	Iteration 50Q: 3 clusters Score -133228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -133228.890625 Penalty: 718.755432
	Iteration 51Q: 3 clusters Score -133228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -133229.531250 Penalty: 718.755432
	Iteration 52Q: 3 clusters Score -133229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -133229.531250 Penalty: 718.755432
	Iteration 53Q: 3 clusters Score -133229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -133229.531250 Penalty: 718.755432
	Iteration 54F: 3 clusters Score -133229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -61089.335938 Penalty: 326.969574
	Iteration 0F: 2 clusters Score -61089.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -60093.527344 Penalty: 653.939148
	Iteration 0F: 3 clusters Score -60093.53 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -60380.457031 Penalty: 653.939148
	Iteration 1F: 3 clusters Score -60380.46 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60427.515625 Penalty: 653.939148
	Iteration 2F: 3 clusters Score -60427.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -60464.214844 Penalty: 653.939148
	Iteration 3F: 3 clusters Score -60464.21 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60500.792969 Penalty: 653.939148
	Iteration 4Q: 3 clusters Score -60500.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60547.941406 Penalty: 653.939148
	Iteration 5Q: 3 clusters Score -60547.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -60614.785156 Penalty: 653.939148
	Iteration 6Q: 3 clusters Score -60614.79 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60683.519531 Penalty: 653.939148
	Iteration 7F: 3 clusters Score -60683.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60725.964844 Penalty: 653.939148
	Iteration 8Q: 3 clusters Score -60725.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60757.625000 Penalty: 653.939148
	Iteration 9Q: 3 clusters Score -60757.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60780.433594 Penalty: 653.939148
	Iteration 10Q: 3 clusters Score -60780.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60791.281250 Penalty: 653.939148
	Iteration 11Q: 3 clusters Score -60791.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60797.019531 Penalty: 653.939148
	Iteration 12Q: 3 clusters Score -60797.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60804.539062 Penalty: 653.939148
	Iteration 13Q: 3 clusters Score -60804.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60810.660156 Penalty: 653.939148
	Iteration 14Q: 3 clusters Score -60810.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60826.816406 Penalty: 653.939148
	Iteration 15Q: 3 clusters Score -60826.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60845.375000 Penalty: 653.939148
	Iteration 16Q: 3 clusters Score -60845.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60852.234375 Penalty: 653.939148
	Iteration 17Q: 3 clusters Score -60852.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60854.507812 Penalty: 653.939148
	Iteration 18Q: 3 clusters Score -60854.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60860.156250 Penalty: 653.939148
	Iteration 19Q: 3 clusters Score -60860.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60861.949219 Penalty: 653.939148
	Iteration 20F: 3 clusters Score -60861.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60864.527344 Penalty: 653.939148
	Iteration 21Q: 3 clusters Score -60864.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60865.324219 Penalty: 653.939148
	Iteration 22Q: 3 clusters Score -60865.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60867.546875 Penalty: 653.939148
	Iteration 23Q: 3 clusters Score -60867.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60868.640625 Penalty: 653.939148
	Iteration 24Q: 3 clusters Score -60868.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60869.527344 Penalty: 653.939148
	Iteration 25Q: 3 clusters Score -60869.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60870.109375 Penalty: 653.939148
	Iteration 26Q: 3 clusters Score -60870.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60870.453125 Penalty: 653.939148
	Iteration 27Q: 3 clusters Score -60870.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60871.476562 Penalty: 653.939148
	Iteration 28Q: 3 clusters Score -60871.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60871.476562 Penalty: 653.939148
	Iteration 29F: 3 clusters Score -60871.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (182769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182769 members 
Entering Unmasked Estep 
Score: -9148907.000000 Penalty: 551.277039
	Iteration 0F: 2 clusters Score -9148907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91041 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -9025412.000000 Penalty: 1102.554077
	Iteration 0F: 3 clusters Score -9025412 nChanged 89906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 106460 members 
Entering Unmasked Estep 
Score: -9080995.000000 Penalty: 1102.554077
	Iteration 1F: 3 clusters Score -9080995 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 116861 members 
Entering Unmasked Estep 
Score: -9086420.000000 Penalty: 1102.554077
	Iteration 2F: 3 clusters Score -9086420 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 132097 members 
Entering Unmasked Estep 
Score: -9097319.000000 Penalty: 1102.554077
	Iteration 3F: 3 clusters Score -9097319 nChanged 18484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -9114324.000000 Penalty: 1102.554077
	Iteration 4F: 3 clusters Score -9114324 nChanged 16983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 167500 members 
Entering Unmasked Estep 
Score: -9132797.000000 Penalty: 1102.554077
	Iteration 5F: 3 clusters Score -9132797 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 177696 members 
Entering Unmasked Estep 
Score: -9143744.000000 Penalty: 1102.554077
	Iteration 6F: 3 clusters Score -9143744 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 181598 members 
Entering Unmasked Estep 
Score: -9147378.000000 Penalty: 1102.554077
	Iteration 7Q: 3 clusters Score -9147378 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 182544 members 
Entering Unmasked Estep 
Score: -9148156.000000 Penalty: 1102.554077
	Iteration 8Q: 3 clusters Score -9148156 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 182710 members 
Entering Unmasked Estep 
Score: -9148338.000000 Penalty: 1102.554077
	Iteration 9Q: 3 clusters Score -9148338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 182734 members 
Entering Unmasked Estep 
Score: -9148389.000000 Penalty: 1102.554077
	Iteration 10Q: 3 clusters Score -9148389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 182740 members 
Entering Unmasked Estep 
Score: -9148398.000000 Penalty: 1102.554077
	Iteration 11Q: 3 clusters Score -9148398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 182740 members 
Entering Unmasked Estep 
Score: -9148404.000000 Penalty: 1102.554077
	Iteration 12Q: 3 clusters Score -9148404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 182741 members 
Entering Unmasked Estep 
Score: -9148405.000000 Penalty: 1102.554077
	Iteration 13Q: 3 clusters Score -9148405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 182741 members 
Entering Unmasked Estep 
Score: -9148405.000000 Penalty: 1102.554077
	Iteration 14F: 3 clusters Score -9148405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -212547.984375 Penalty: 383.341034
	Iteration 0F: 2 clusters Score -212548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -209368.000000 Penalty: 766.682068
	Iteration 0F: 3 clusters Score -209368 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -210613.734375 Penalty: 766.682068
	Iteration 1F: 3 clusters Score -210613.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -210742.546875 Penalty: 766.682068
	Iteration 2F: 3 clusters Score -210742.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -210874.453125 Penalty: 766.682068
	Iteration 3F: 3 clusters Score -210874.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -211007.578125 Penalty: 766.682068
	Iteration 4F: 3 clusters Score -211007.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -211129.000000 Penalty: 766.682068
	Iteration 5F: 3 clusters Score -211129 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -211247.046875 Penalty: 766.682068
	Iteration 6Q: 3 clusters Score -211247 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -211357.578125 Penalty: 766.682068
	Iteration 7Q: 3 clusters Score -211357.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -211472.687500 Penalty: 766.682068
	Iteration 8Q: 3 clusters Score -211472.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -211579.593750 Penalty: 766.682068
	Iteration 9Q: 3 clusters Score -211579.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -211676.984375 Penalty: 766.682068
	Iteration 10Q: 3 clusters Score -211677 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -211759.671875 Penalty: 766.682068
	Iteration 11Q: 3 clusters Score -211759.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -211823.859375 Penalty: 766.682068
	Iteration 12Q: 3 clusters Score -211823.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -211861.031250 Penalty: 766.682068
	Iteration 13Q: 3 clusters Score -211861 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -211886.281250 Penalty: 766.682068
	Iteration 14Q: 3 clusters Score -211886.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -211904.843750 Penalty: 766.682068
	Iteration 15Q: 3 clusters Score -211904.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -211919.656250 Penalty: 766.682068
	Iteration 16Q: 3 clusters Score -211919.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -211932.578125 Penalty: 766.682068
	Iteration 17Q: 3 clusters Score -211932.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -211939.343750 Penalty: 766.682068
	Iteration 18Q: 3 clusters Score -211939.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -211947.515625 Penalty: 766.682068
	Iteration 19Q: 3 clusters Score -211947.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -211957.531250 Penalty: 766.682068
	Iteration 20F: 3 clusters Score -211957.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -211966.468750 Penalty: 766.682068
	Iteration 21Q: 3 clusters Score -211966.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -211974.343750 Penalty: 766.682068
	Iteration 22Q: 3 clusters Score -211974.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -211982.078125 Penalty: 766.682068
	Iteration 23Q: 3 clusters Score -211982.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -211990.593750 Penalty: 766.682068
	Iteration 24Q: 3 clusters Score -211990.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -211999.734375 Penalty: 766.682068
	Iteration 25Q: 3 clusters Score -211999.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -212006.062500 Penalty: 766.682068
	Iteration 26Q: 3 clusters Score -212006.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -212011.281250 Penalty: 766.682068
	Iteration 27Q: 3 clusters Score -212011.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -212014.312500 Penalty: 766.682068
	Iteration 28Q: 3 clusters Score -212014.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -212016.171875 Penalty: 766.682068
	Iteration 29Q: 3 clusters Score -212016.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -212019.609375 Penalty: 766.682068
	Iteration 30Q: 3 clusters Score -212019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212020.156250 Penalty: 766.682068
	Iteration 31Q: 3 clusters Score -212020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212020.734375 Penalty: 766.682068
	Iteration 32Q: 3 clusters Score -212020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -212021.437500 Penalty: 766.682068
	Iteration 33Q: 3 clusters Score -212021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -212021.812500 Penalty: 766.682068
	Iteration 34Q: 3 clusters Score -212021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -212022.703125 Penalty: 766.682068
	Iteration 35Q: 3 clusters Score -212022.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -212024.046875 Penalty: 766.682068
	Iteration 36Q: 3 clusters Score -212024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -212026.562500 Penalty: 766.682068
	Iteration 37Q: 3 clusters Score -212026.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -212034.484375 Penalty: 766.682068
	Iteration 38Q: 3 clusters Score -212034.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -212042.093750 Penalty: 766.682068
	Iteration 39Q: 3 clusters Score -212042.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -212049.406250 Penalty: 766.682068
	Iteration 40F: 3 clusters Score -212049.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -212054.031250 Penalty: 766.682068
	Iteration 41Q: 3 clusters Score -212054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -212058.500000 Penalty: 766.682068
	Iteration 42Q: 3 clusters Score -212058.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -212064.359375 Penalty: 766.682068
	Iteration 43Q: 3 clusters Score -212064.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -212071.000000 Penalty: 766.682068
	Iteration 44Q: 3 clusters Score -212071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -212082.093750 Penalty: 766.682068
	Iteration 45Q: 3 clusters Score -212082.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -212090.312500 Penalty: 766.682068
	Iteration 46Q: 3 clusters Score -212090.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -212098.515625 Penalty: 766.682068
	Iteration 47Q: 3 clusters Score -212098.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -212109.921875 Penalty: 766.682068
	Iteration 48Q: 3 clusters Score -212109.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -212118.156250 Penalty: 766.682068
	Iteration 49Q: 3 clusters Score -212118.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -212124.359375 Penalty: 766.682068
	Iteration 50Q: 3 clusters Score -212124.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -212128.953125 Penalty: 766.682068
	Iteration 51Q: 3 clusters Score -212129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -212130.921875 Penalty: 766.682068
	Iteration 52Q: 3 clusters Score -212130.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -212134.656250 Penalty: 766.682068
	Iteration 53Q: 3 clusters Score -212134.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -212140.609375 Penalty: 766.682068
	Iteration 54Q: 3 clusters Score -212140.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -212144.750000 Penalty: 766.682068
	Iteration 55Q: 3 clusters Score -212144.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -212148.453125 Penalty: 766.682068
	Iteration 56Q: 3 clusters Score -212148.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -212153.734375 Penalty: 766.682068
	Iteration 57Q: 3 clusters Score -212153.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -212162.000000 Penalty: 766.682068
	Iteration 58Q: 3 clusters Score -212162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -212175.234375 Penalty: 766.682068
	Iteration 59Q: 3 clusters Score -212175.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -212185.140625 Penalty: 766.682068
	Iteration 60F: 3 clusters Score -212185.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -212195.812500 Penalty: 766.682068
	Iteration 61Q: 3 clusters Score -212195.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -212207.421875 Penalty: 766.682068
	Iteration 62Q: 3 clusters Score -212207.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -212217.406250 Penalty: 766.682068
	Iteration 63Q: 3 clusters Score -212217.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -212225.609375 Penalty: 766.682068
	Iteration 64Q: 3 clusters Score -212225.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -212230.671875 Penalty: 766.682068
	Iteration 65Q: 3 clusters Score -212230.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -212232.562500 Penalty: 766.682068
	Iteration 66Q: 3 clusters Score -212232.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -212233.125000 Penalty: 766.682068
	Iteration 67Q: 3 clusters Score -212233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -212234.078125 Penalty: 766.682068
	Iteration 68Q: 3 clusters Score -212234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -212234.812500 Penalty: 766.682068
	Iteration 69Q: 3 clusters Score -212234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -212236.093750 Penalty: 766.682068
	Iteration 70Q: 3 clusters Score -212236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -212237.890625 Penalty: 766.682068
	Iteration 71Q: 3 clusters Score -212237.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -212239.968750 Penalty: 766.682068
	Iteration 72Q: 3 clusters Score -212240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -212241.359375 Penalty: 766.682068
	Iteration 73Q: 3 clusters Score -212241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -212242.546875 Penalty: 766.682068
	Iteration 74Q: 3 clusters Score -212242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -212242.546875 Penalty: 766.682068
	Iteration 75Q: 3 clusters Score -212242.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -212242.640625 Penalty: 766.682068
	Iteration 76Q: 3 clusters Score -212242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -212242.828125 Penalty: 766.682068
	Iteration 77Q: 3 clusters Score -212242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -212243.156250 Penalty: 766.682068
	Iteration 78Q: 3 clusters Score -212243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -212243.171875 Penalty: 766.682068
	Iteration 79Q: 3 clusters Score -212243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -212243.171875 Penalty: 766.682068
	Iteration 80F: 3 clusters Score -212243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -116716.757812 Penalty: 354.231384
	Iteration 0F: 2 clusters Score -116716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -115045.445312 Penalty: 708.462769
	Iteration 0F: 3 clusters Score -115045.4 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -115609.960938 Penalty: 708.462769
	Iteration 1F: 3 clusters Score -115610 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -115669.359375 Penalty: 708.462769
	Iteration 2F: 3 clusters Score -115669.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -115729.468750 Penalty: 708.462769
	Iteration 3F: 3 clusters Score -115729.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -115786.296875 Penalty: 708.462769
	Iteration 4Q: 3 clusters Score -115786.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -115844.539062 Penalty: 708.462769
	Iteration 5Q: 3 clusters Score -115844.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -115904.820312 Penalty: 708.462769
	Iteration 6Q: 3 clusters Score -115904.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -115972.148438 Penalty: 708.462769
	Iteration 7Q: 3 clusters Score -115972.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116054.781250 Penalty: 708.462769
	Iteration 8Q: 3 clusters Score -116054.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116155.757812 Penalty: 708.462769
	Iteration 9Q: 3 clusters Score -116155.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -116239.710938 Penalty: 708.462769
	Iteration 10Q: 3 clusters Score -116239.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116290.648438 Penalty: 708.462769
	Iteration 11Q: 3 clusters Score -116290.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116321.890625 Penalty: 708.462769
	Iteration 12Q: 3 clusters Score -116321.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116355.000000 Penalty: 708.462769
	Iteration 13Q: 3 clusters Score -116355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -116375.484375 Penalty: 708.462769
	Iteration 14Q: 3 clusters Score -116375.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -116386.382812 Penalty: 708.462769
	Iteration 15Q: 3 clusters Score -116386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -116393.539062 Penalty: 708.462769
	Iteration 16Q: 3 clusters Score -116393.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -116399.023438 Penalty: 708.462769
	Iteration 17Q: 3 clusters Score -116399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -116402.703125 Penalty: 708.462769
	Iteration 18Q: 3 clusters Score -116402.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -116406.671875 Penalty: 708.462769
	Iteration 19Q: 3 clusters Score -116406.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -116410.242188 Penalty: 708.462769
	Iteration 20F: 3 clusters Score -116410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -116413.226562 Penalty: 708.462769
	Iteration 21Q: 3 clusters Score -116413.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -116417.765625 Penalty: 708.462769
	Iteration 22Q: 3 clusters Score -116417.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -116430.242188 Penalty: 708.462769
	Iteration 23Q: 3 clusters Score -116430.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -116436.710938 Penalty: 708.462769
	Iteration 24Q: 3 clusters Score -116436.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -116443.531250 Penalty: 708.462769
	Iteration 25Q: 3 clusters Score -116443.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -116453.218750 Penalty: 708.462769
	Iteration 26Q: 3 clusters Score -116453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -116457.664062 Penalty: 708.462769
	Iteration 27Q: 3 clusters Score -116457.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -116460.554688 Penalty: 708.462769
	Iteration 28Q: 3 clusters Score -116460.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -116463.882812 Penalty: 708.462769
	Iteration 29Q: 3 clusters Score -116463.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -116466.093750 Penalty: 708.462769
	Iteration 30Q: 3 clusters Score -116466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -116468.390625 Penalty: 708.462769
	Iteration 31Q: 3 clusters Score -116468.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -116471.039062 Penalty: 708.462769
	Iteration 32Q: 3 clusters Score -116471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -116472.539062 Penalty: 708.462769
	Iteration 33Q: 3 clusters Score -116472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -116473.148438 Penalty: 708.462769
	Iteration 34Q: 3 clusters Score -116473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -116473.632812 Penalty: 708.462769
	Iteration 35Q: 3 clusters Score -116473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -116473.867188 Penalty: 708.462769
	Iteration 36Q: 3 clusters Score -116473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -116474.078125 Penalty: 708.462769
	Iteration 37Q: 3 clusters Score -116474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -116474.078125 Penalty: 708.462769
	Iteration 38F: 3 clusters Score -116474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Entering Unmasked Estep 
Score: -1955303.500000 Penalty: 484.648712
	Iteration 0F: 2 clusters Score -1955304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1926842.875000 Penalty: 969.297424
	Iteration 0F: 3 clusters Score -1926843 nChanged 20461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -1939089.250000 Penalty: 969.297424
	Iteration 1F: 3 clusters Score -1939089 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1939624.625000 Penalty: 969.297424
	Iteration 2Q: 3 clusters Score -1939625 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -1940359.000000 Penalty: 969.297424
	Iteration 3Q: 3 clusters Score -1940359 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -1941434.000000 Penalty: 969.297424
	Iteration 4Q: 3 clusters Score -1941434 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -1943078.500000 Penalty: 969.297424
	Iteration 5F: 3 clusters Score -1943078 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -1945313.625000 Penalty: 969.297424
	Iteration 6F: 3 clusters Score -1945314 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -1947056.625000 Penalty: 969.297424
	Iteration 7F: 3 clusters Score -1947057 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -1947746.250000 Penalty: 969.297424
	Iteration 8Q: 3 clusters Score -1947746 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -1947952.750000 Penalty: 969.297424
	Iteration 9Q: 3 clusters Score -1947953 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -1948051.000000 Penalty: 969.297424
	Iteration 10Q: 3 clusters Score -1948051 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -1948135.750000 Penalty: 969.297424
	Iteration 11Q: 3 clusters Score -1948136 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -1948220.125000 Penalty: 969.297424
	Iteration 12Q: 3 clusters Score -1948220 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -1948297.625000 Penalty: 969.297424
	Iteration 13Q: 3 clusters Score -1948298 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -1948382.250000 Penalty: 969.297424
	Iteration 14Q: 3 clusters Score -1948382 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -1948503.125000 Penalty: 969.297424
	Iteration 15Q: 3 clusters Score -1948503 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -1948643.625000 Penalty: 969.297424
	Iteration 16Q: 3 clusters Score -1948644 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -1948766.375000 Penalty: 969.297424
	Iteration 17Q: 3 clusters Score -1948766 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -1948886.500000 Penalty: 969.297424
	Iteration 18Q: 3 clusters Score -1948886 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -1949016.750000 Penalty: 969.297424
	Iteration 19Q: 3 clusters Score -1949017 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -1949149.750000 Penalty: 969.297424
	Iteration 20F: 3 clusters Score -1949150 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -1949322.125000 Penalty: 969.297424
	Iteration 21Q: 3 clusters Score -1949322 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -1949497.375000 Penalty: 969.297424
	Iteration 22Q: 3 clusters Score -1949497 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -1949695.375000 Penalty: 969.297424
	Iteration 23Q: 3 clusters Score -1949695 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -1949907.250000 Penalty: 969.297424
	Iteration 24Q: 3 clusters Score -1949907 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -1950117.000000 Penalty: 969.297424
	Iteration 25Q: 3 clusters Score -1950117 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -1950334.000000 Penalty: 969.297424
	Iteration 26Q: 3 clusters Score -1950334 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -1950558.125000 Penalty: 969.297424
	Iteration 27Q: 3 clusters Score -1950558 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -1950811.500000 Penalty: 969.297424
	Iteration 28Q: 3 clusters Score -1950812 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -1951100.875000 Penalty: 969.297424
	Iteration 29Q: 3 clusters Score -1951101 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -1951452.375000 Penalty: 969.297424
	Iteration 30Q: 3 clusters Score -1951452 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -1951762.750000 Penalty: 969.297424
	Iteration 31Q: 3 clusters Score -1951763 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -1952139.125000 Penalty: 969.297424
	Iteration 32Q: 3 clusters Score -1952139 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -1952540.125000 Penalty: 969.297424
	Iteration 33Q: 3 clusters Score -1952540 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -1952921.750000 Penalty: 969.297424
	Iteration 34Q: 3 clusters Score -1952922 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -1953238.625000 Penalty: 969.297424
	Iteration 35Q: 3 clusters Score -1953239 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -1953503.000000 Penalty: 969.297424
	Iteration 36Q: 3 clusters Score -1953503 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -1953694.750000 Penalty: 969.297424
	Iteration 37Q: 3 clusters Score -1953695 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -1953853.625000 Penalty: 969.297424
	Iteration 38Q: 3 clusters Score -1953854 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -1953952.250000 Penalty: 969.297424
	Iteration 39Q: 3 clusters Score -1953952 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -1954060.625000 Penalty: 969.297424
	Iteration 40F: 3 clusters Score -1954061 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -1954144.000000 Penalty: 969.297424
	Iteration 41Q: 3 clusters Score -1954144 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -1954209.625000 Penalty: 969.297424
	Iteration 42Q: 3 clusters Score -1954210 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -1954261.250000 Penalty: 969.297424
	Iteration 43Q: 3 clusters Score -1954261 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -1954302.625000 Penalty: 969.297424
	Iteration 44Q: 3 clusters Score -1954303 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -1954346.500000 Penalty: 969.297424
	Iteration 45Q: 3 clusters Score -1954346 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -1954368.625000 Penalty: 969.297424
	Iteration 46Q: 3 clusters Score -1954369 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -1954392.500000 Penalty: 969.297424
	Iteration 47Q: 3 clusters Score -1954392 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -1954414.500000 Penalty: 969.297424
	Iteration 48Q: 3 clusters Score -1954414 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -1954431.000000 Penalty: 969.297424
	Iteration 49Q: 3 clusters Score -1954431 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -1954447.000000 Penalty: 969.297424
	Iteration 50Q: 3 clusters Score -1954447 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -1954465.125000 Penalty: 969.297424
	Iteration 51Q: 3 clusters Score -1954465 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -1954479.625000 Penalty: 969.297424
	Iteration 52Q: 3 clusters Score -1954480 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -1954493.375000 Penalty: 969.297424
	Iteration 53Q: 3 clusters Score -1954493 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -1954511.750000 Penalty: 969.297424
	Iteration 54Q: 3 clusters Score -1954512 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -1954535.500000 Penalty: 969.297424
	Iteration 55Q: 3 clusters Score -1954536 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -1954557.250000 Penalty: 969.297424
	Iteration 56Q: 3 clusters Score -1954557 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -1954571.000000 Penalty: 969.297424
	Iteration 57Q: 3 clusters Score -1954571 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -1954588.750000 Penalty: 969.297424
	Iteration 58Q: 3 clusters Score -1954589 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -1954602.250000 Penalty: 969.297424
	Iteration 59Q: 3 clusters Score -1954602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -1954612.000000 Penalty: 969.297424
	Iteration 60F: 3 clusters Score -1954612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -1954627.250000 Penalty: 969.297424
	Iteration 61Q: 3 clusters Score -1954627 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -1954639.250000 Penalty: 969.297424
	Iteration 62Q: 3 clusters Score -1954639 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -1954647.125000 Penalty: 969.297424
	Iteration 63Q: 3 clusters Score -1954647 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -1954654.500000 Penalty: 969.297424
	Iteration 64Q: 3 clusters Score -1954654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -1954664.375000 Penalty: 969.297424
	Iteration 65Q: 3 clusters Score -1954664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -1954679.875000 Penalty: 969.297424
	Iteration 66Q: 3 clusters Score -1954680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -1954682.625000 Penalty: 969.297424
	Iteration 67Q: 3 clusters Score -1954683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -1954688.375000 Penalty: 969.297424
	Iteration 68Q: 3 clusters Score -1954688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -1954694.125000 Penalty: 969.297424
	Iteration 69Q: 3 clusters Score -1954694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -1954701.500000 Penalty: 969.297424
	Iteration 70Q: 3 clusters Score -1954702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -1954710.750000 Penalty: 969.297424
	Iteration 71Q: 3 clusters Score -1954711 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -1954713.625000 Penalty: 969.297424
	Iteration 72Q: 3 clusters Score -1954714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -1954713.625000 Penalty: 969.297424
	Iteration 73Q: 3 clusters Score -1954714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -1954715.375000 Penalty: 969.297424
	Iteration 74Q: 3 clusters Score -1954715 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -1954723.625000 Penalty: 969.297424
	Iteration 75Q: 3 clusters Score -1954724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -1954725.500000 Penalty: 969.297424
	Iteration 76Q: 3 clusters Score -1954726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -1954725.125000 Penalty: 969.297424
	Iteration 77Q: 3 clusters Score -1954725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -1954723.125000 Penalty: 969.297424
	Iteration 78Q: 3 clusters Score -1954723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -1954724.625000 Penalty: 969.297424
	Iteration 79Q: 3 clusters Score -1954725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -1954723.500000 Penalty: 969.297424
	Iteration 80F: 3 clusters Score -1954724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -1954726.375000 Penalty: 969.297424
	Iteration 81Q: 3 clusters Score -1954726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -1954728.500000 Penalty: 969.297424
	Iteration 82Q: 3 clusters Score -1954728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -1954733.500000 Penalty: 969.297424
	Iteration 83Q: 3 clusters Score -1954734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -1954737.000000 Penalty: 969.297424
	Iteration 84Q: 3 clusters Score -1954737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -1954736.625000 Penalty: 969.297424
	Iteration 85Q: 3 clusters Score -1954737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -1954732.250000 Penalty: 969.297424
	Iteration 86Q: 3 clusters Score -1954732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -1954737.000000 Penalty: 969.297424
	Iteration 87Q: 3 clusters Score -1954737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -1954733.875000 Penalty: 969.297424
	Iteration 88Q: 3 clusters Score -1954734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -1954735.625000 Penalty: 969.297424
	Iteration 89Q: 3 clusters Score -1954736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -1954739.125000 Penalty: 969.297424
	Iteration 90Q: 3 clusters Score -1954739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -1954742.125000 Penalty: 969.297424
	Iteration 91Q: 3 clusters Score -1954742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -1954747.125000 Penalty: 969.297424
	Iteration 92Q: 3 clusters Score -1954747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -1954747.500000 Penalty: 969.297424
	Iteration 93Q: 3 clusters Score -1954748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -1954749.000000 Penalty: 969.297424
	Iteration 94Q: 3 clusters Score -1954749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -1954754.375000 Penalty: 969.297424
	Iteration 95Q: 3 clusters Score -1954754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -1954755.000000 Penalty: 969.297424
	Iteration 96Q: 3 clusters Score -1954755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -1954750.875000 Penalty: 969.297424
	Iteration 97Q: 3 clusters Score -1954751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -1954752.500000 Penalty: 969.297424
	Iteration 98Q: 3 clusters Score -1954752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -1954751.750000 Penalty: 969.297424
	Iteration 99Q: 3 clusters Score -1954752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -1954750.375000 Penalty: 969.297424
	Iteration 100F: 3 clusters Score -1954750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -1954749.125000 Penalty: 969.297424
	Iteration 101Q: 3 clusters Score -1954749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -1954749.625000 Penalty: 969.297424
	Iteration 102Q: 3 clusters Score -1954750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -1954745.375000 Penalty: 969.297424
	Iteration 103Q: 3 clusters Score -1954745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -1954746.875000 Penalty: 969.297424
	Iteration 104Q: 3 clusters Score -1954747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -1954748.625000 Penalty: 969.297424
	Iteration 105Q: 3 clusters Score -1954749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -1954747.750000 Penalty: 969.297424
	Iteration 106Q: 3 clusters Score -1954748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -1954748.500000 Penalty: 969.297424
	Iteration 107Q: 3 clusters Score -1954748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -1954751.125000 Penalty: 969.297424
	Iteration 108Q: 3 clusters Score -1954751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -1954755.125000 Penalty: 969.297424
	Iteration 109Q: 3 clusters Score -1954755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -1954757.875000 Penalty: 969.297424
	Iteration 110Q: 3 clusters Score -1954758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -1954757.875000 Penalty: 969.297424
	Iteration 111F: 3 clusters Score -1954758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -166752.390625 Penalty: 369.743134
	Iteration 0F: 2 clusters Score -166752.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -164419.062500 Penalty: 739.486267
	Iteration 0F: 3 clusters Score -164419.1 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -165267.312500 Penalty: 739.486267
	Iteration 1F: 3 clusters Score -165267.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -165353.171875 Penalty: 739.486267
	Iteration 2F: 3 clusters Score -165353.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -165433.171875 Penalty: 739.486267
	Iteration 3F: 3 clusters Score -165433.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -165528.234375 Penalty: 739.486267
	Iteration 4F: 3 clusters Score -165528.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -165634.875000 Penalty: 739.486267
	Iteration 5F: 3 clusters Score -165634.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -165769.343750 Penalty: 739.486267
	Iteration 6F: 3 clusters Score -165769.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -165917.921875 Penalty: 739.486267
	Iteration 7F: 3 clusters Score -165917.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -166085.000000 Penalty: 739.486267
	Iteration 8F: 3 clusters Score -166085 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -166239.281250 Penalty: 739.486267
	Iteration 9Q: 3 clusters Score -166239.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -166346.390625 Penalty: 739.486267
	Iteration 10Q: 3 clusters Score -166346.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -166396.031250 Penalty: 739.486267
	Iteration 11Q: 3 clusters Score -166396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -166421.796875 Penalty: 739.486267
	Iteration 12Q: 3 clusters Score -166421.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -166433.578125 Penalty: 739.486267
	Iteration 13Q: 3 clusters Score -166433.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -166443.984375 Penalty: 739.486267
	Iteration 14Q: 3 clusters Score -166444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -166453.812500 Penalty: 739.486267
	Iteration 15Q: 3 clusters Score -166453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -166457.687500 Penalty: 739.486267
	Iteration 16Q: 3 clusters Score -166457.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -166458.906250 Penalty: 739.486267
	Iteration 17Q: 3 clusters Score -166458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -166458.906250 Penalty: 739.486267
	Iteration 18F: 3 clusters Score -166458.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9374.441406 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9374.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9055.431641 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9055.432 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9128.718750 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9128.719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9155.518555 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9155.519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9167.016602 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9167.017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9177.170898 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9177.171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9190.349609 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9190.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9199.473633 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -9199.474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9206.009766 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -9206.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9217.048828 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -9217.049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9231.440430 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -9231.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9237.734375 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -9237.734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9251.011719 Penalty: 497.593475
	Iteration 11Q: 3 clusters Score -9251.012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9259.176758 Penalty: 497.593475
	Iteration 12Q: 3 clusters Score -9259.177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9271.366211 Penalty: 497.593475
	Iteration 13Q: 3 clusters Score -9271.366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9278.414062 Penalty: 497.593475
	Iteration 14Q: 3 clusters Score -9278.414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9282.730469 Penalty: 497.593475
	Iteration 15Q: 3 clusters Score -9282.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9285.356445 Penalty: 497.593475
	Iteration 16Q: 3 clusters Score -9285.356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9286.742188 Penalty: 497.593475
	Iteration 17Q: 3 clusters Score -9286.742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9286.742188 Penalty: 497.593475
	Iteration 18F: 3 clusters Score -9286.742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (167993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167993 members 
Entering Unmasked Estep 
Score: -8338561.500000 Penalty: 547.441284
	Iteration 0F: 2 clusters Score -8338562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -8224779.000000 Penalty: 1094.882568
	Iteration 0F: 3 clusters Score -8224779 nChanged 82587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -8276244.500000 Penalty: 1094.882568
	Iteration 1F: 3 clusters Score -8276244 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -8278496.500000 Penalty: 1094.882568
	Iteration 2Q: 3 clusters Score -8278496 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -8281434.000000 Penalty: 1094.882568
	Iteration 3Q: 3 clusters Score -8281434 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -8285374.000000 Penalty: 1094.882568
	Iteration 4F: 3 clusters Score -8285374 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113173 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -8290884.000000 Penalty: 1094.882568
	Iteration 5F: 3 clusters Score -8290884 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122779 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -8298743.000000 Penalty: 1094.882568
	Iteration 6F: 3 clusters Score -8298743 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -8308460.500000 Penalty: 1094.882568
	Iteration 7F: 3 clusters Score -8308460 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141950 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -8317563.500000 Penalty: 1094.882568
	Iteration 8F: 3 clusters Score -8317564 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148498 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -8323941.500000 Penalty: 1094.882568
	Iteration 9Q: 3 clusters Score -8323942 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153095 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -8327827.000000 Penalty: 1094.882568
	Iteration 10Q: 3 clusters Score -8327827 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156611 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -8330496.500000 Penalty: 1094.882568
	Iteration 11Q: 3 clusters Score -8330496 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159453 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -8332503.000000 Penalty: 1094.882568
	Iteration 12Q: 3 clusters Score -8332503 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161625 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -8334072.500000 Penalty: 1094.882568
	Iteration 13Q: 3 clusters Score -8334072 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163350 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -8335342.500000 Penalty: 1094.882568
	Iteration 14Q: 3 clusters Score -8335342 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164636 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -8336220.000000 Penalty: 1094.882568
	Iteration 15Q: 3 clusters Score -8336220 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165523 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8336817.500000 Penalty: 1094.882568
	Iteration 16Q: 3 clusters Score -8336818 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166137 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8337174.000000 Penalty: 1094.882568
	Iteration 17Q: 3 clusters Score -8337174 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8337432.500000 Penalty: 1094.882568
	Iteration 18Q: 3 clusters Score -8337432 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166905 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8337631.500000 Penalty: 1094.882568
	Iteration 19Q: 3 clusters Score -8337632 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167152 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8337750.500000 Penalty: 1094.882568
	Iteration 20F: 3 clusters Score -8337750 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167324 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8337847.000000 Penalty: 1094.882568
	Iteration 21Q: 3 clusters Score -8337847 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8337905.500000 Penalty: 1094.882568
	Iteration 22Q: 3 clusters Score -8337906 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167548 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8337958.000000 Penalty: 1094.882568
	Iteration 23Q: 3 clusters Score -8337958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167615 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8337989.500000 Penalty: 1094.882568
	Iteration 24Q: 3 clusters Score -8337990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167660 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8338021.000000 Penalty: 1094.882568
	Iteration 25Q: 3 clusters Score -8338021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167698 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8338029.000000 Penalty: 1094.882568
	Iteration 26Q: 3 clusters Score -8338029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167725 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8338040.000000 Penalty: 1094.882568
	Iteration 27Q: 3 clusters Score -8338040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167743 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8338047.000000 Penalty: 1094.882568
	Iteration 28Q: 3 clusters Score -8338047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167755 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8338050.500000 Penalty: 1094.882568
	Iteration 29Q: 3 clusters Score -8338050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167765 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8338063.500000 Penalty: 1094.882568
	Iteration 30Q: 3 clusters Score -8338064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167771 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8338067.500000 Penalty: 1094.882568
	Iteration 31Q: 3 clusters Score -8338068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167782 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8338076.500000 Penalty: 1094.882568
	Iteration 32Q: 3 clusters Score -8338076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167793 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8338078.000000 Penalty: 1094.882568
	Iteration 33Q: 3 clusters Score -8338078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8338076.000000 Penalty: 1094.882568
	Iteration 34Q: 3 clusters Score -8338076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167805 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8338079.000000 Penalty: 1094.882568
	Iteration 35Q: 3 clusters Score -8338079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167812 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8338089.000000 Penalty: 1094.882568
	Iteration 36Q: 3 clusters Score -8338089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167814 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8338096.000000 Penalty: 1094.882568
	Iteration 37Q: 3 clusters Score -8338096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167817 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8338098.000000 Penalty: 1094.882568
	Iteration 38Q: 3 clusters Score -8338098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167820 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8338106.500000 Penalty: 1094.882568
	Iteration 39Q: 3 clusters Score -8338106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167824 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8338102.000000 Penalty: 1094.882568
	Iteration 40F: 3 clusters Score -8338102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167825 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8338103.500000 Penalty: 1094.882568
	Iteration 41Q: 3 clusters Score -8338104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167825 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8338103.500000 Penalty: 1094.882568
	Iteration 42F: 3 clusters Score -8338104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -68505.164062 Penalty: 330.161530
	Iteration 0F: 2 clusters Score -68505.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -67416.343750 Penalty: 660.323059
	Iteration 0F: 3 clusters Score -67416.34 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -67743.226562 Penalty: 660.323059
	Iteration 1F: 3 clusters Score -67743.23 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -67813.289062 Penalty: 660.323059
	Iteration 2F: 3 clusters Score -67813.29 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -67873.523438 Penalty: 660.323059
	Iteration 3F: 3 clusters Score -67873.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -67914.109375 Penalty: 660.323059
	Iteration 4F: 3 clusters Score -67914.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -67943.796875 Penalty: 660.323059
	Iteration 5Q: 3 clusters Score -67943.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -67992.656250 Penalty: 660.323059
	Iteration 6Q: 3 clusters Score -67992.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -68046.937500 Penalty: 660.323059
	Iteration 7Q: 3 clusters Score -68046.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -68079.945312 Penalty: 660.323059
	Iteration 8Q: 3 clusters Score -68079.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -68108.648438 Penalty: 660.323059
	Iteration 9Q: 3 clusters Score -68108.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -68142.062500 Penalty: 660.323059
	Iteration 10Q: 3 clusters Score -68142.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -68168.351562 Penalty: 660.323059
	Iteration 11Q: 3 clusters Score -68168.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -68195.226562 Penalty: 660.323059
	Iteration 12Q: 3 clusters Score -68195.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -68220.960938 Penalty: 660.323059
	Iteration 13Q: 3 clusters Score -68220.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -68239.281250 Penalty: 660.323059
	Iteration 14Q: 3 clusters Score -68239.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -68256.242188 Penalty: 660.323059
	Iteration 15Q: 3 clusters Score -68256.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -68263.773438 Penalty: 660.323059
	Iteration 16Q: 3 clusters Score -68263.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -68273.531250 Penalty: 660.323059
	Iteration 17Q: 3 clusters Score -68273.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -68279.000000 Penalty: 660.323059
	Iteration 18Q: 3 clusters Score -68279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -68283.078125 Penalty: 660.323059
	Iteration 19Q: 3 clusters Score -68283.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -68286.976562 Penalty: 660.323059
	Iteration 20F: 3 clusters Score -68286.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -68291.132812 Penalty: 660.323059
	Iteration 21Q: 3 clusters Score -68291.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -68296.109375 Penalty: 660.323059
	Iteration 22Q: 3 clusters Score -68296.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -68299.195312 Penalty: 660.323059
	Iteration 23Q: 3 clusters Score -68299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -68300.710938 Penalty: 660.323059
	Iteration 24Q: 3 clusters Score -68300.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -68303.765625 Penalty: 660.323059
	Iteration 25Q: 3 clusters Score -68303.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -68304.625000 Penalty: 660.323059
	Iteration 26Q: 3 clusters Score -68304.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -68304.625000 Penalty: 660.323059
	Iteration 27F: 3 clusters Score -68304.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -54449.464844 Penalty: 327.346893
	Iteration 0F: 2 clusters Score -54449.46 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 671 members 
Entering Unmasked Estep 
Score: -53439.812500 Penalty: 654.693787
	Iteration 0F: 3 clusters Score -53439.81 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -53773.515625 Penalty: 654.693787
	Iteration 1F: 3 clusters Score -53773.52 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -53878.164062 Penalty: 654.693787
	Iteration 2F: 3 clusters Score -53878.16 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -53958.265625 Penalty: 654.693787
	Iteration 3F: 3 clusters Score -53958.27 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -54014.421875 Penalty: 654.693787
	Iteration 4F: 3 clusters Score -54014.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -54055.609375 Penalty: 654.693787
	Iteration 5Q: 3 clusters Score -54055.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -54087.429688 Penalty: 654.693787
	Iteration 6Q: 3 clusters Score -54087.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -54126.132812 Penalty: 654.693787
	Iteration 7Q: 3 clusters Score -54126.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -54171.386719 Penalty: 654.693787
	Iteration 8Q: 3 clusters Score -54171.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -54213.222656 Penalty: 654.693787
	Iteration 9Q: 3 clusters Score -54213.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -54258.828125 Penalty: 654.693787
	Iteration 10Q: 3 clusters Score -54258.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -54286.617188 Penalty: 654.693787
	Iteration 11Q: 3 clusters Score -54286.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -54322.230469 Penalty: 654.693787
	Iteration 12Q: 3 clusters Score -54322.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -54332.187500 Penalty: 654.693787
	Iteration 13Q: 3 clusters Score -54332.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -54335.031250 Penalty: 654.693787
	Iteration 14Q: 3 clusters Score -54335.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -54335.621094 Penalty: 654.693787
	Iteration 15Q: 3 clusters Score -54335.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -54335.863281 Penalty: 654.693787
	Iteration 16Q: 3 clusters Score -54335.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -54336.789062 Penalty: 654.693787
	Iteration 17Q: 3 clusters Score -54336.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -54338.210938 Penalty: 654.693787
	Iteration 18Q: 3 clusters Score -54338.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -54338.652344 Penalty: 654.693787
	Iteration 19Q: 3 clusters Score -54338.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -54339.375000 Penalty: 654.693787
	Iteration 20F: 3 clusters Score -54339.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -54339.726562 Penalty: 654.693787
	Iteration 21Q: 3 clusters Score -54339.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -54339.726562 Penalty: 654.693787
	Iteration 22F: 3 clusters Score -54339.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -49190.117188 Penalty: 312.916962
	Iteration 0F: 2 clusters Score -49190.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -48389.937500 Penalty: 625.833923
	Iteration 0F: 3 clusters Score -48389.94 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48616.347656 Penalty: 625.833923
	Iteration 1F: 3 clusters Score -48616.35 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48724.992188 Penalty: 625.833923
	Iteration 2F: 3 clusters Score -48724.99 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -48848.902344 Penalty: 625.833923
	Iteration 3F: 3 clusters Score -48848.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48980.796875 Penalty: 625.833923
	Iteration 4F: 3 clusters Score -48980.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -49053.226562 Penalty: 625.833923
	Iteration 5F: 3 clusters Score -49053.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -49085.375000 Penalty: 625.833923
	Iteration 6Q: 3 clusters Score -49085.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -49101.628906 Penalty: 625.833923
	Iteration 7Q: 3 clusters Score -49101.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -49117.242188 Penalty: 625.833923
	Iteration 8Q: 3 clusters Score -49117.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49128.445312 Penalty: 625.833923
	Iteration 9Q: 3 clusters Score -49128.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -49134.175781 Penalty: 625.833923
	Iteration 10Q: 3 clusters Score -49134.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -49141.394531 Penalty: 625.833923
	Iteration 11Q: 3 clusters Score -49141.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -49153.050781 Penalty: 625.833923
	Iteration 12Q: 3 clusters Score -49153.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -49160.203125 Penalty: 625.833923
	Iteration 13Q: 3 clusters Score -49160.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49171.628906 Penalty: 625.833923
	Iteration 14Q: 3 clusters Score -49171.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -49176.542969 Penalty: 625.833923
	Iteration 15Q: 3 clusters Score -49176.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -49178.058594 Penalty: 625.833923
	Iteration 16Q: 3 clusters Score -49178.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -49178.199219 Penalty: 625.833923
	Iteration 17Q: 3 clusters Score -49178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -49178.417969 Penalty: 625.833923
	Iteration 18Q: 3 clusters Score -49178.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -49178.640625 Penalty: 625.833923
	Iteration 19Q: 3 clusters Score -49178.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49178.878906 Penalty: 625.833923
	Iteration 20F: 3 clusters Score -49178.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -43041.617188 Penalty: 307.175110
	Iteration 0F: 2 clusters Score -43041.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -42351.039062 Penalty: 614.350220
	Iteration 0F: 3 clusters Score -42351.04 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -42575.679688 Penalty: 614.350220
	Iteration 1F: 3 clusters Score -42575.68 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -42609.078125 Penalty: 614.350220
	Iteration 2F: 3 clusters Score -42609.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -42629.878906 Penalty: 614.350220
	Iteration 3Q: 3 clusters Score -42629.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -42651.109375 Penalty: 614.350220
	Iteration 4Q: 3 clusters Score -42651.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42670.863281 Penalty: 614.350220
	Iteration 5Q: 3 clusters Score -42670.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -42690.218750 Penalty: 614.350220
	Iteration 6Q: 3 clusters Score -42690.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -42708.820312 Penalty: 614.350220
	Iteration 7Q: 3 clusters Score -42708.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -42724.687500 Penalty: 614.350220
	Iteration 8Q: 3 clusters Score -42724.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42736.566406 Penalty: 614.350220
	Iteration 9Q: 3 clusters Score -42736.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -42748.105469 Penalty: 614.350220
	Iteration 10Q: 3 clusters Score -42748.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -42762.527344 Penalty: 614.350220
	Iteration 11Q: 3 clusters Score -42762.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -42774.500000 Penalty: 614.350220
	Iteration 12Q: 3 clusters Score -42774.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -42783.816406 Penalty: 614.350220
	Iteration 13Q: 3 clusters Score -42783.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -42793.699219 Penalty: 614.350220
	Iteration 14Q: 3 clusters Score -42793.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -42801.570312 Penalty: 614.350220
	Iteration 15Q: 3 clusters Score -42801.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42813.320312 Penalty: 614.350220
	Iteration 16Q: 3 clusters Score -42813.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -42823.980469 Penalty: 614.350220
	Iteration 17Q: 3 clusters Score -42823.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -42833.339844 Penalty: 614.350220
	Iteration 18Q: 3 clusters Score -42833.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -42847.738281 Penalty: 614.350220
	Iteration 19Q: 3 clusters Score -42847.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42854.644531 Penalty: 614.350220
	Iteration 20F: 3 clusters Score -42854.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -42858.261719 Penalty: 614.350220
	Iteration 21Q: 3 clusters Score -42858.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -42859.519531 Penalty: 614.350220
	Iteration 22Q: 3 clusters Score -42859.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -42861.363281 Penalty: 614.350220
	Iteration 23Q: 3 clusters Score -42861.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -42862.804688 Penalty: 614.350220
	Iteration 24Q: 3 clusters Score -42862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -42863.066406 Penalty: 614.350220
	Iteration 25Q: 3 clusters Score -42863.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -42863.066406 Penalty: 614.350220
	Iteration 26F: 3 clusters Score -42863.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Entering Unmasked Estep 
Score: -266936.468750 Penalty: 394.143982
	Iteration 0F: 2 clusters Score -266936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -263082.656250 Penalty: 788.287964
	Iteration 0F: 3 clusters Score -263082.7 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -264538.343750 Penalty: 788.287964
	Iteration 1F: 3 clusters Score -264538.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -264714.125000 Penalty: 788.287964
	Iteration 2F: 3 clusters Score -264714.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -264921.000000 Penalty: 788.287964
	Iteration 3F: 3 clusters Score -264921 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -265184.593750 Penalty: 788.287964
	Iteration 4F: 3 clusters Score -265184.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -265517.125000 Penalty: 788.287964
	Iteration 5F: 3 clusters Score -265517.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -265867.343750 Penalty: 788.287964
	Iteration 6F: 3 clusters Score -265867.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -266163.968750 Penalty: 788.287964
	Iteration 7F: 3 clusters Score -266164 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -266322.125000 Penalty: 788.287964
	Iteration 8Q: 3 clusters Score -266322.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -266406.437500 Penalty: 788.287964
	Iteration 9Q: 3 clusters Score -266406.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -266498.031250 Penalty: 788.287964
	Iteration 10Q: 3 clusters Score -266498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -266559.343750 Penalty: 788.287964
	Iteration 11Q: 3 clusters Score -266559.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -266609.875000 Penalty: 788.287964
	Iteration 12Q: 3 clusters Score -266609.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -266646.781250 Penalty: 788.287964
	Iteration 13Q: 3 clusters Score -266646.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -266677.250000 Penalty: 788.287964
	Iteration 14Q: 3 clusters Score -266677.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -266701.687500 Penalty: 788.287964
	Iteration 15Q: 3 clusters Score -266701.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -266715.218750 Penalty: 788.287964
	Iteration 16Q: 3 clusters Score -266715.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -266724.000000 Penalty: 788.287964
	Iteration 17Q: 3 clusters Score -266724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -266731.187500 Penalty: 788.287964
	Iteration 18Q: 3 clusters Score -266731.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -266736.875000 Penalty: 788.287964
	Iteration 19Q: 3 clusters Score -266736.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -266741.281250 Penalty: 788.287964
	Iteration 20F: 3 clusters Score -266741.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -266742.937500 Penalty: 788.287964
	Iteration 21Q: 3 clusters Score -266742.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -266745.218750 Penalty: 788.287964
	Iteration 22Q: 3 clusters Score -266745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -266747.218750 Penalty: 788.287964
	Iteration 23Q: 3 clusters Score -266747.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -266748.218750 Penalty: 788.287964
	Iteration 24Q: 3 clusters Score -266748.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -266751.625000 Penalty: 788.287964
	Iteration 25Q: 3 clusters Score -266751.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -266757.031250 Penalty: 788.287964
	Iteration 26Q: 3 clusters Score -266757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -266761.125000 Penalty: 788.287964
	Iteration 27Q: 3 clusters Score -266761.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -266764.093750 Penalty: 788.287964
	Iteration 28Q: 3 clusters Score -266764.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -266766.656250 Penalty: 788.287964
	Iteration 29Q: 3 clusters Score -266766.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -266769.937500 Penalty: 788.287964
	Iteration 30Q: 3 clusters Score -266769.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -266771.781250 Penalty: 788.287964
	Iteration 31Q: 3 clusters Score -266771.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -266773.062500 Penalty: 788.287964
	Iteration 32Q: 3 clusters Score -266773.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -266773.437500 Penalty: 788.287964
	Iteration 33Q: 3 clusters Score -266773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -266775.125000 Penalty: 788.287964
	Iteration 34Q: 3 clusters Score -266775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -266775.968750 Penalty: 788.287964
	Iteration 35Q: 3 clusters Score -266776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -266777.093750 Penalty: 788.287964
	Iteration 36Q: 3 clusters Score -266777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -266777.625000 Penalty: 788.287964
	Iteration 37Q: 3 clusters Score -266777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -266778.156250 Penalty: 788.287964
	Iteration 38Q: 3 clusters Score -266778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -266778.656250 Penalty: 788.287964
	Iteration 39Q: 3 clusters Score -266778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -266778.906250 Penalty: 788.287964
	Iteration 40F: 3 clusters Score -266778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -266779.437500 Penalty: 788.287964
	Iteration 41Q: 3 clusters Score -266779.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -266779.437500 Penalty: 788.287964
	Iteration 42F: 3 clusters Score -266779.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (34811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Entering Unmasked Estep 
Score: -1716107.125000 Penalty: 475.824829
	Iteration 0F: 2 clusters Score -1716107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1692769.000000 Penalty: 951.649658
	Iteration 0F: 3 clusters Score -1692769 nChanged 16911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1702498.750000 Penalty: 951.649658
	Iteration 1F: 3 clusters Score -1702499 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1702969.250000 Penalty: 951.649658
	Iteration 2Q: 3 clusters Score -1702969 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1703793.625000 Penalty: 951.649658
	Iteration 3F: 3 clusters Score -1703794 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1705307.000000 Penalty: 951.649658
	Iteration 4F: 3 clusters Score -1705307 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1707891.000000 Penalty: 951.649658
	Iteration 5F: 3 clusters Score -1707891 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1711240.750000 Penalty: 951.649658
	Iteration 6F: 3 clusters Score -1711241 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1713958.000000 Penalty: 951.649658
	Iteration 7F: 3 clusters Score -1713958 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1715172.375000 Penalty: 951.649658
	Iteration 8Q: 3 clusters Score -1715172 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1715549.875000 Penalty: 951.649658
	Iteration 9Q: 3 clusters Score -1715550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1715649.125000 Penalty: 951.649658
	Iteration 10Q: 3 clusters Score -1715649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1715665.000000 Penalty: 951.649658
	Iteration 11Q: 3 clusters Score -1715665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1715671.000000 Penalty: 951.649658
	Iteration 12Q: 3 clusters Score -1715671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1715678.875000 Penalty: 951.649658
	Iteration 13Q: 3 clusters Score -1715679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1715683.125000 Penalty: 951.649658
	Iteration 14Q: 3 clusters Score -1715683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1715683.125000 Penalty: 951.649658
	Iteration 15F: 3 clusters Score -1715683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -43612.359375 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -43612.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42957.996094 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -42958 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -43117.847656 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -43117.85 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -43178.726562 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -43178.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43221.875000 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -43221.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -43249.363281 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -43249.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43271.234375 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -43271.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43283.378906 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -43283.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -43299.238281 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -43299.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -43305.722656 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -43305.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -43312.214844 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -43312.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43321.871094 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -43321.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -43327.183594 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -43327.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -43330.136719 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -43330.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43333.472656 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -43333.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -43335.703125 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -43335.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -43336.414062 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -43336.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43338.042969 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -43338.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43340.445312 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -43340.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -43344.667969 Penalty: 599.090271
	Iteration 18Q: 3 clusters Score -43344.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -43346.375000 Penalty: 599.090271
	Iteration 19Q: 3 clusters Score -43346.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -43348.347656 Penalty: 599.090271
	Iteration 20F: 3 clusters Score -43348.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43349.906250 Penalty: 599.090271
	Iteration 21Q: 3 clusters Score -43349.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43352.390625 Penalty: 599.090271
	Iteration 22Q: 3 clusters Score -43352.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43355.906250 Penalty: 599.090271
	Iteration 23Q: 3 clusters Score -43355.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -43358.019531 Penalty: 599.090271
	Iteration 24Q: 3 clusters Score -43358.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43360.089844 Penalty: 599.090271
	Iteration 25Q: 3 clusters Score -43360.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43361.761719 Penalty: 599.090271
	Iteration 26Q: 3 clusters Score -43361.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43364.085938 Penalty: 599.090271
	Iteration 27Q: 3 clusters Score -43364.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43365.554688 Penalty: 599.090271
	Iteration 28Q: 3 clusters Score -43365.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43368.949219 Penalty: 599.090271
	Iteration 29Q: 3 clusters Score -43368.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43370.882812 Penalty: 599.090271
	Iteration 30Q: 3 clusters Score -43370.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43373.121094 Penalty: 599.090271
	Iteration 31Q: 3 clusters Score -43373.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43376.367188 Penalty: 599.090271
	Iteration 32Q: 3 clusters Score -43376.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43377.031250 Penalty: 599.090271
	Iteration 33Q: 3 clusters Score -43377.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43377.031250 Penalty: 599.090271
	Iteration 34F: 3 clusters Score -43377.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Entering Unmasked Estep 
Score: -1763116.625000 Penalty: 479.214020
	Iteration 0F: 2 clusters Score -1763117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1738070.750000 Penalty: 958.428040
	Iteration 0F: 3 clusters Score -1738071 nChanged 17987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1748945.750000 Penalty: 958.428040
	Iteration 1F: 3 clusters Score -1748946 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1749694.125000 Penalty: 958.428040
	Iteration 2Q: 3 clusters Score -1749694 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1750879.000000 Penalty: 958.428040
	Iteration 3F: 3 clusters Score -1750879 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1752670.625000 Penalty: 958.428040
	Iteration 4F: 3 clusters Score -1752671 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1755000.375000 Penalty: 958.428040
	Iteration 5F: 3 clusters Score -1755000 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1757604.375000 Penalty: 958.428040
	Iteration 6F: 3 clusters Score -1757604 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1759931.375000 Penalty: 958.428040
	Iteration 7F: 3 clusters Score -1759931 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1761479.250000 Penalty: 958.428040
	Iteration 8Q: 3 clusters Score -1761479 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1762191.000000 Penalty: 958.428040
	Iteration 9Q: 3 clusters Score -1762191 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1762509.625000 Penalty: 958.428040
	Iteration 10Q: 3 clusters Score -1762510 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1762616.000000 Penalty: 958.428040
	Iteration 11Q: 3 clusters Score -1762616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1762647.750000 Penalty: 958.428040
	Iteration 12Q: 3 clusters Score -1762648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1762675.750000 Penalty: 958.428040
	Iteration 13Q: 3 clusters Score -1762676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1762685.000000 Penalty: 958.428040
	Iteration 14Q: 3 clusters Score -1762685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1762694.875000 Penalty: 958.428040
	Iteration 15Q: 3 clusters Score -1762695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1762708.500000 Penalty: 958.428040
	Iteration 16Q: 3 clusters Score -1762708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1762718.875000 Penalty: 958.428040
	Iteration 17Q: 3 clusters Score -1762719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1762721.500000 Penalty: 958.428040
	Iteration 18Q: 3 clusters Score -1762722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1762726.375000 Penalty: 958.428040
	Iteration 19Q: 3 clusters Score -1762726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1762730.875000 Penalty: 958.428040
	Iteration 20F: 3 clusters Score -1762731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -13669.358398 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -13669.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13280.524414 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -13280.52 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13385.329102 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -13385.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13441.435547 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -13441.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13467.522461 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -13467.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13477.817383 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -13477.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13485.392578 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -13485.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13490.114258 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -13490.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13497.191406 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -13497.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13500.676758 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -13500.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13504.197266 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -13504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13506.284180 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -13506.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13507.809570 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -13507.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13507.809570 Penalty: 540.315796
	Iteration 12F: 3 clusters Score -13507.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -71901.562500 Penalty: 329.384277
	Iteration 0F: 2 clusters Score -71901.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -70859.640625 Penalty: 658.768555
	Iteration 0F: 3 clusters Score -70859.64 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -71243.250000 Penalty: 658.768555
	Iteration 1F: 3 clusters Score -71243.25 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -71357.101562 Penalty: 658.768555
	Iteration 2F: 3 clusters Score -71357.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -71447.242188 Penalty: 658.768555
	Iteration 3F: 3 clusters Score -71447.24 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -71540.687500 Penalty: 658.768555
	Iteration 4F: 3 clusters Score -71540.69 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -71638.640625 Penalty: 658.768555
	Iteration 5F: 3 clusters Score -71638.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -71688.757812 Penalty: 658.768555
	Iteration 6Q: 3 clusters Score -71688.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -71712.523438 Penalty: 658.768555
	Iteration 7Q: 3 clusters Score -71712.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -71723.921875 Penalty: 658.768555
	Iteration 8Q: 3 clusters Score -71723.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -71733.460938 Penalty: 658.768555
	Iteration 9Q: 3 clusters Score -71733.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -71739.593750 Penalty: 658.768555
	Iteration 10Q: 3 clusters Score -71739.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -71743.343750 Penalty: 658.768555
	Iteration 11Q: 3 clusters Score -71743.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -71745.320312 Penalty: 658.768555
	Iteration 12Q: 3 clusters Score -71745.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -71747.773438 Penalty: 658.768555
	Iteration 13Q: 3 clusters Score -71747.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -71750.351562 Penalty: 658.768555
	Iteration 14Q: 3 clusters Score -71750.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -71751.523438 Penalty: 658.768555
	Iteration 15Q: 3 clusters Score -71751.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -71752.695312 Penalty: 658.768555
	Iteration 16Q: 3 clusters Score -71752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -71753.773438 Penalty: 658.768555
	Iteration 17Q: 3 clusters Score -71753.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -71753.914062 Penalty: 658.768555
	Iteration 18Q: 3 clusters Score -71753.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -71753.914062 Penalty: 658.768555
	Iteration 19F: 3 clusters Score -71753.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (171184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Entering Unmasked Estep 
Score: -8511706.000000 Penalty: 548.297485
	Iteration 0F: 2 clusters Score -8511706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -8395188.000000 Penalty: 1096.594971
	Iteration 0F: 3 clusters Score -8395188 nChanged 84264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 85576 members 
Entering Unmasked Estep 
Score: -8445553.000000 Penalty: 1096.594971
	Iteration 1F: 3 clusters Score -8445553 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -8446548.000000 Penalty: 1096.594971
	Iteration 2Q: 3 clusters Score -8446548 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -8447875.000000 Penalty: 1096.594971
	Iteration 3Q: 3 clusters Score -8447875 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -8449667.000000 Penalty: 1096.594971
	Iteration 4Q: 3 clusters Score -8449667 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -8452310.000000 Penalty: 1096.594971
	Iteration 5Q: 3 clusters Score -8452310 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 94799 members 
Entering Unmasked Estep 
Score: -8455863.000000 Penalty: 1096.594971
	Iteration 6Q: 3 clusters Score -8455863 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -8461174.000000 Penalty: 1096.594971
	Iteration 7F: 3 clusters Score -8461174 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Mstep: Class 2 contains 100782 members 
Entering Unmasked Estep 
Score: -8470062.000000 Penalty: 1096.594971
	Iteration 8F: 3 clusters Score -8470062 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 103014 members 
Entering Unmasked Estep 
Score: -8482060.000000 Penalty: 1096.594971
	Iteration 9F: 3 clusters Score -8482060 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -8491233.000000 Penalty: 1096.594971
	Iteration 10F: 3 clusters Score -8491233 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 105012 members 
Entering Unmasked Estep 
Score: -8496207.000000 Penalty: 1096.594971
	Iteration 11Q: 3 clusters Score -8496207 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 105870 members 
Entering Unmasked Estep 
Score: -8499733.000000 Penalty: 1096.594971
	Iteration 12Q: 3 clusters Score -8499733 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 106704 members 
Entering Unmasked Estep 
Score: -8502904.000000 Penalty: 1096.594971
	Iteration 13Q: 3 clusters Score -8502904 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -8505425.000000 Penalty: 1096.594971
	Iteration 14Q: 3 clusters Score -8505425 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -8507173.000000 Penalty: 1096.594971
	Iteration 15Q: 3 clusters Score -8507173 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 107846 members 
Entering Unmasked Estep 
Score: -8508200.000000 Penalty: 1096.594971
	Iteration 16Q: 3 clusters Score -8508200 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
Score: -8508799.000000 Penalty: 1096.594971
	Iteration 17Q: 3 clusters Score -8508799 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 108008 members 
Entering Unmasked Estep 
Score: -8509078.000000 Penalty: 1096.594971
	Iteration 18Q: 3 clusters Score -8509078 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63104 members 
Mstep: Class 2 contains 108080 members 
Entering Unmasked Estep 
Score: -8509209.000000 Penalty: 1096.594971
	Iteration 19Q: 3 clusters Score -8509209 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 108127 members 
Entering Unmasked Estep 
Score: -8509300.000000 Penalty: 1096.594971
	Iteration 20F: 3 clusters Score -8509300 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 108181 members 
Entering Unmasked Estep 
Score: -8509346.000000 Penalty: 1096.594971
	Iteration 21Q: 3 clusters Score -8509346 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 108196 members 
Entering Unmasked Estep 
Score: -8509343.000000 Penalty: 1096.594971
	Iteration 22Q: 3 clusters Score -8509343 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 108187 members 
Entering Unmasked Estep 
Score: -8509337.000000 Penalty: 1096.594971
	Iteration 23Q: 3 clusters Score -8509337 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 108176 members 
Entering Unmasked Estep 
Score: -8509358.000000 Penalty: 1096.594971
	Iteration 24Q: 3 clusters Score -8509358 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -8509362.000000 Penalty: 1096.594971
	Iteration 25Q: 3 clusters Score -8509362 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 108143 members 
Entering Unmasked Estep 
Score: -8509349.000000 Penalty: 1096.594971
	Iteration 26Q: 3 clusters Score -8509349 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -8509340.000000 Penalty: 1096.594971
	Iteration 27Q: 3 clusters Score -8509340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 108096 members 
Entering Unmasked Estep 
Score: -8509336.000000 Penalty: 1096.594971
	Iteration 28Q: 3 clusters Score -8509336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 108084 members 
Entering Unmasked Estep 
Score: -8509329.000000 Penalty: 1096.594971
	Iteration 29Q: 3 clusters Score -8509329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 108068 members 
Entering Unmasked Estep 
Score: -8509337.000000 Penalty: 1096.594971
	Iteration 30Q: 3 clusters Score -8509337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 108055 members 
Entering Unmasked Estep 
Score: -8509340.000000 Penalty: 1096.594971
	Iteration 31Q: 3 clusters Score -8509340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 108035 members 
Entering Unmasked Estep 
Score: -8509348.000000 Penalty: 1096.594971
	Iteration 32Q: 3 clusters Score -8509348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 108013 members 
Entering Unmasked Estep 
Score: -8509352.000000 Penalty: 1096.594971
	Iteration 33Q: 3 clusters Score -8509352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -8509352.000000 Penalty: 1096.594971
	Iteration 34Q: 3 clusters Score -8509352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 107967 members 
Entering Unmasked Estep 
Score: -8509355.000000 Penalty: 1096.594971
	Iteration 35Q: 3 clusters Score -8509355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -8509352.000000 Penalty: 1096.594971
	Iteration 36Q: 3 clusters Score -8509352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 107916 members 
Entering Unmasked Estep 
Score: -8509338.000000 Penalty: 1096.594971
	Iteration 37Q: 3 clusters Score -8509338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 107904 members 
Entering Unmasked Estep 
Score: -8509345.000000 Penalty: 1096.594971
	Iteration 38Q: 3 clusters Score -8509345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 107887 members 
Entering Unmasked Estep 
Score: -8509337.000000 Penalty: 1096.594971
	Iteration 39Q: 3 clusters Score -8509337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -8509336.000000 Penalty: 1096.594971
	Iteration 40F: 3 clusters Score -8509336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 107866 members 
Entering Unmasked Estep 
Score: -8509340.000000 Penalty: 1096.594971
	Iteration 41Q: 3 clusters Score -8509340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 107858 members 
Entering Unmasked Estep 
Score: -8509343.000000 Penalty: 1096.594971
	Iteration 42Q: 3 clusters Score -8509343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 107851 members 
Entering Unmasked Estep 
Score: -8509346.000000 Penalty: 1096.594971
	Iteration 43Q: 3 clusters Score -8509346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 107846 members 
Entering Unmasked Estep 
Score: -8509333.000000 Penalty: 1096.594971
	Iteration 44Q: 3 clusters Score -8509333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 107841 members 
Entering Unmasked Estep 
Score: -8509332.000000 Penalty: 1096.594971
	Iteration 45Q: 3 clusters Score -8509332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -8509336.000000 Penalty: 1096.594971
	Iteration 46Q: 3 clusters Score -8509336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 107828 members 
Entering Unmasked Estep 
Score: -8509334.000000 Penalty: 1096.594971
	Iteration 47Q: 3 clusters Score -8509334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -8509335.000000 Penalty: 1096.594971
	Iteration 48Q: 3 clusters Score -8509335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -8509336.000000 Penalty: 1096.594971
	Iteration 49Q: 3 clusters Score -8509336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 107805 members 
Entering Unmasked Estep 
Score: -8509334.000000 Penalty: 1096.594971
	Iteration 50Q: 3 clusters Score -8509334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 107803 members 
Entering Unmasked Estep 
Score: -8509337.000000 Penalty: 1096.594971
	Iteration 51Q: 3 clusters Score -8509337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 107800 members 
Entering Unmasked Estep 
Score: -8509330.000000 Penalty: 1096.594971
	Iteration 52Q: 3 clusters Score -8509330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 107799 members 
Entering Unmasked Estep 
Score: -8509336.000000 Penalty: 1096.594971
	Iteration 53Q: 3 clusters Score -8509336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 107797 members 
Entering Unmasked Estep 
Score: -8509336.000000 Penalty: 1096.594971
	Iteration 54Q: 3 clusters Score -8509336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -8509335.000000 Penalty: 1096.594971
	Iteration 55Q: 3 clusters Score -8509335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 107790 members 
Entering Unmasked Estep 
Score: -8509333.000000 Penalty: 1096.594971
	Iteration 56Q: 3 clusters Score -8509333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 107787 members 
Entering Unmasked Estep 
Score: -8509332.000000 Penalty: 1096.594971
	Iteration 57Q: 3 clusters Score -8509332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -8509335.000000 Penalty: 1096.594971
	Iteration 58Q: 3 clusters Score -8509335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -8509335.000000 Penalty: 1096.594971
	Iteration 59Q: 3 clusters Score -8509335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 107766 members 
Entering Unmasked Estep 
Score: -8509338.000000 Penalty: 1096.594971
	Iteration 60F: 3 clusters Score -8509338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 107763 members 
Entering Unmasked Estep 
Score: -8509335.000000 Penalty: 1096.594971
	Iteration 61Q: 3 clusters Score -8509335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 107759 members 
Entering Unmasked Estep 
Score: -8509338.000000 Penalty: 1096.594971
	Iteration 62Q: 3 clusters Score -8509338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -8509333.000000 Penalty: 1096.594971
	Iteration 63Q: 3 clusters Score -8509333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 107747 members 
Entering Unmasked Estep 
Score: -8509334.000000 Penalty: 1096.594971
	Iteration 64Q: 3 clusters Score -8509334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 107742 members 
Entering Unmasked Estep 
Score: -8509333.000000 Penalty: 1096.594971
	Iteration 65Q: 3 clusters Score -8509333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -8509338.000000 Penalty: 1096.594971
	Iteration 66Q: 3 clusters Score -8509338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 107730 members 
Entering Unmasked Estep 
Score: -8509344.000000 Penalty: 1096.594971
	Iteration 67Q: 3 clusters Score -8509344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 107721 members 
Entering Unmasked Estep 
Score: -8509348.000000 Penalty: 1096.594971
	Iteration 68Q: 3 clusters Score -8509348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -8509348.000000 Penalty: 1096.594971
	Iteration 69Q: 3 clusters Score -8509348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -8509346.000000 Penalty: 1096.594971
	Iteration 70Q: 3 clusters Score -8509346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 107703 members 
Entering Unmasked Estep 
Score: -8509339.000000 Penalty: 1096.594971
	Iteration 71Q: 3 clusters Score -8509339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 107695 members 
Entering Unmasked Estep 
Score: -8509347.000000 Penalty: 1096.594971
	Iteration 72Q: 3 clusters Score -8509347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 107691 members 
Entering Unmasked Estep 
Score: -8509341.000000 Penalty: 1096.594971
	Iteration 73Q: 3 clusters Score -8509341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 107689 members 
Entering Unmasked Estep 
Score: -8509338.000000 Penalty: 1096.594971
	Iteration 74Q: 3 clusters Score -8509338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 107685 members 
Entering Unmasked Estep 
Score: -8509338.000000 Penalty: 1096.594971
	Iteration 75Q: 3 clusters Score -8509338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 107678 members 
Entering Unmasked Estep 
Score: -8509339.000000 Penalty: 1096.594971
	Iteration 76Q: 3 clusters Score -8509339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -8509336.000000 Penalty: 1096.594971
	Iteration 77Q: 3 clusters Score -8509336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 107673 members 
Entering Unmasked Estep 
Score: -8509335.000000 Penalty: 1096.594971
	Iteration 78Q: 3 clusters Score -8509335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 107671 members 
Entering Unmasked Estep 
Score: -8509340.000000 Penalty: 1096.594971
	Iteration 79Q: 3 clusters Score -8509340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 107671 members 
Entering Unmasked Estep 
Score: -8509340.000000 Penalty: 1096.594971
	Iteration 80F: 3 clusters Score -8509340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Entering Unmasked Estep 
Score: -518423.156250 Penalty: 423.798370
	Iteration 0F: 2 clusters Score -518423.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -511060.250000 Penalty: 847.596741
	Iteration 0F: 3 clusters Score -511060.2 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -514346.687500 Penalty: 847.596741
	Iteration 1F: 3 clusters Score -514346.7 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -515029.312500 Penalty: 847.596741
	Iteration 2F: 3 clusters Score -515029.3 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -515886.468750 Penalty: 847.596741
	Iteration 3F: 3 clusters Score -515886.5 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -516802.250000 Penalty: 847.596741
	Iteration 4F: 3 clusters Score -516802.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -517516.375000 Penalty: 847.596741
	Iteration 5F: 3 clusters Score -517516.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -517852.531250 Penalty: 847.596741
	Iteration 6Q: 3 clusters Score -517852.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -517987.593750 Penalty: 847.596741
	Iteration 7Q: 3 clusters Score -517987.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -518038.468750 Penalty: 847.596741
	Iteration 8Q: 3 clusters Score -518038.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -518065.093750 Penalty: 847.596741
	Iteration 9Q: 3 clusters Score -518065.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -518075.062500 Penalty: 847.596741
	Iteration 10Q: 3 clusters Score -518075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -518076.875000 Penalty: 847.596741
	Iteration 11Q: 3 clusters Score -518076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -518078.750000 Penalty: 847.596741
	Iteration 12Q: 3 clusters Score -518078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -518081.250000 Penalty: 847.596741
	Iteration 13Q: 3 clusters Score -518081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -518083.312500 Penalty: 847.596741
	Iteration 14Q: 3 clusters Score -518083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -518084.375000 Penalty: 847.596741
	Iteration 15Q: 3 clusters Score -518084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -518085.281250 Penalty: 847.596741
	Iteration 16Q: 3 clusters Score -518085.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -518085.812500 Penalty: 847.596741
	Iteration 17Q: 3 clusters Score -518085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -518086.093750 Penalty: 847.596741
	Iteration 18Q: 3 clusters Score -518086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -518086.093750 Penalty: 847.596741
	Iteration 19F: 3 clusters Score -518086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Entering Unmasked Estep 
Score: -494111.906250 Penalty: 417.487152
	Iteration 0F: 2 clusters Score -494111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -487664.812500 Penalty: 834.974304
	Iteration 0F: 3 clusters Score -487664.8 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -490329.312500 Penalty: 834.974304
	Iteration 1F: 3 clusters Score -490329.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -490462.250000 Penalty: 834.974304
	Iteration 2Q: 3 clusters Score -490462.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -490571.593750 Penalty: 834.974304
	Iteration 3Q: 3 clusters Score -490571.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -490670.625000 Penalty: 834.974304
	Iteration 4Q: 3 clusters Score -490670.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -490782.781250 Penalty: 834.974304
	Iteration 5Q: 3 clusters Score -490782.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -490922.937500 Penalty: 834.974304
	Iteration 6Q: 3 clusters Score -490922.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -491158.875000 Penalty: 834.974304
	Iteration 7Q: 3 clusters Score -491158.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -491526.156250 Penalty: 834.974304
	Iteration 8F: 3 clusters Score -491526.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -492025.531250 Penalty: 834.974304
	Iteration 9F: 3 clusters Score -492025.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -492604.781250 Penalty: 834.974304
	Iteration 10F: 3 clusters Score -492604.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -493152.156250 Penalty: 834.974304
	Iteration 11F: 3 clusters Score -493152.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -493512.812500 Penalty: 834.974304
	Iteration 12Q: 3 clusters Score -493512.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -493648.937500 Penalty: 834.974304
	Iteration 13Q: 3 clusters Score -493648.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -493699.281250 Penalty: 834.974304
	Iteration 14Q: 3 clusters Score -493699.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -493715.062500 Penalty: 834.974304
	Iteration 15Q: 3 clusters Score -493715.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -493737.218750 Penalty: 834.974304
	Iteration 16Q: 3 clusters Score -493737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -493748.156250 Penalty: 834.974304
	Iteration 17Q: 3 clusters Score -493748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -493749.156250 Penalty: 834.974304
	Iteration 18Q: 3 clusters Score -493749.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -493749.156250 Penalty: 834.974304
	Iteration 19F: 3 clusters Score -493749.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -7069.567871 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -7069.568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6876.093262 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -6876.093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6946.900391 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -6946.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6987.905762 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -6987.906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6999.556152 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -6999.556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7000.735352 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -7000.735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7001.409668 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -7001.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7001.409668 Penalty: 452.882751
	Iteration 6F: 3 clusters Score -7001.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -38047.468750 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -38047.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37411.824219 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -37411.82 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37635.503906 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -37635.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -37698.195312 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -37698.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -37748.964844 Penalty: 601.450806
	Iteration 3F: 3 clusters Score -37748.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -37789.914062 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -37789.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -37826.351562 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -37826.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37884.082031 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -37884.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37919.921875 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -37919.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37944.968750 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -37944.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37954.253906 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -37954.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37955.042969 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -37955.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37955.714844 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -37955.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -37956.347656 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -37956.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37957.222656 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -37957.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37959.003906 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -37959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -37959.839844 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -37959.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -37960.738281 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -37960.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37961.410156 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -37961.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37961.628906 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -37961.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37961.820312 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -37961.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37961.820312 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -37961.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (7651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Entering Unmasked Estep 
Score: -377443.937500 Penalty: 406.887909
	Iteration 0F: 2 clusters Score -377443.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -372333.468750 Penalty: 813.775818
	Iteration 0F: 3 clusters Score -372333.5 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -374377.750000 Penalty: 813.775818
	Iteration 1F: 3 clusters Score -374377.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -374669.656250 Penalty: 813.775818
	Iteration 2F: 3 clusters Score -374669.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -375138.156250 Penalty: 813.775818
	Iteration 3F: 3 clusters Score -375138.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -375695.656250 Penalty: 813.775818
	Iteration 4F: 3 clusters Score -375695.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -376225.812500 Penalty: 813.775818
	Iteration 5F: 3 clusters Score -376225.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -376636.656250 Penalty: 813.775818
	Iteration 6F: 3 clusters Score -376636.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -376864.937500 Penalty: 813.775818
	Iteration 7Q: 3 clusters Score -376864.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -376981.468750 Penalty: 813.775818
	Iteration 8Q: 3 clusters Score -376981.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -377046.343750 Penalty: 813.775818
	Iteration 9Q: 3 clusters Score -377046.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -377076.281250 Penalty: 813.775818
	Iteration 10Q: 3 clusters Score -377076.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -377085.437500 Penalty: 813.775818
	Iteration 11Q: 3 clusters Score -377085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -377090.875000 Penalty: 813.775818
	Iteration 12Q: 3 clusters Score -377090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -377092.000000 Penalty: 813.775818
	Iteration 13Q: 3 clusters Score -377092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -377092.000000 Penalty: 813.775818
	Iteration 14F: 3 clusters Score -377092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -12380.253906 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -12380.25 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 213 members 
Entering Unmasked Estep 
Score: -11961.843750 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -11961.84 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12084.753906 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -12084.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12122.320312 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -12122.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12166.402344 Penalty: 554.720032
	Iteration 3Q: 3 clusters Score -12166.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12209.457031 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -12209.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12239.917969 Penalty: 554.720032
	Iteration 5F: 3 clusters Score -12239.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12253.453125 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -12253.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12262.944336 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -12262.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12268.820312 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -12268.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12271.123047 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -12271.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12272.028320 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -12272.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12272.477539 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -12272.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12273.257812 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -12273.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12273.257812 Penalty: 554.720032
	Iteration 13F: 3 clusters Score -12273.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -14547.900391 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -14547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14213.136719 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -14213.14 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14330.429688 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -14330.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14395.075195 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -14395.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14438.756836 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -14438.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14482.764648 Penalty: 509.456421
	Iteration 4F: 3 clusters Score -14482.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14507.334961 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -14507.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14515.058594 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -14515.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14520.351562 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -14520.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14524.735352 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -14524.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14527.560547 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -14527.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14529.897461 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -14529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14533.104492 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -14533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14535.681641 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -14535.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14535.681641 Penalty: 509.456421
	Iteration 13F: 3 clusters Score -14535.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5354.571777 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5354.572 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 62 members 
Entering Unmasked Estep 
Score: -5141.687500 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5141.688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5177.276367 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5177.276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5196.427734 Penalty: 427.743713
	Iteration 2Q: 3 clusters Score -5196.428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5207.172852 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5207.173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5211.791504 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5211.792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5213.767578 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -5213.768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5213.767578 Penalty: 427.743713
	Iteration 6F: 3 clusters Score -5213.768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (19641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Entering Unmasked Estep 
Score: -1027588.875000 Penalty: 449.784515
	Iteration 0F: 2 clusters Score -1027589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1014426.812500 Penalty: 899.569031
	Iteration 0F: 3 clusters Score -1014427 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1019703.312500 Penalty: 899.569031
	Iteration 1F: 3 clusters Score -1019703 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1019883.812500 Penalty: 899.569031
	Iteration 2Q: 3 clusters Score -1019884 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1020096.812500 Penalty: 899.569031
	Iteration 3Q: 3 clusters Score -1020097 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1020405.250000 Penalty: 899.569031
	Iteration 4Q: 3 clusters Score -1020405 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1020946.625000 Penalty: 899.569031
	Iteration 5F: 3 clusters Score -1020947 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1021885.250000 Penalty: 899.569031
	Iteration 6F: 3 clusters Score -1021885 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1023105.562500 Penalty: 899.569031
	Iteration 7F: 3 clusters Score -1023106 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1024370.687500 Penalty: 899.569031
	Iteration 8F: 3 clusters Score -1024371 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1025401.875000 Penalty: 899.569031
	Iteration 9F: 3 clusters Score -1025402 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1026082.062500 Penalty: 899.569031
	Iteration 10Q: 3 clusters Score -1026082 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1026495.187500 Penalty: 899.569031
	Iteration 11Q: 3 clusters Score -1026495 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1026758.625000 Penalty: 899.569031
	Iteration 12Q: 3 clusters Score -1026759 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1026929.687500 Penalty: 899.569031
	Iteration 13Q: 3 clusters Score -1026930 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1027028.437500 Penalty: 899.569031
	Iteration 14Q: 3 clusters Score -1027028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1027083.937500 Penalty: 899.569031
	Iteration 15Q: 3 clusters Score -1027084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1027114.875000 Penalty: 899.569031
	Iteration 16Q: 3 clusters Score -1027115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1027146.187500 Penalty: 899.569031
	Iteration 17Q: 3 clusters Score -1027146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1027151.250000 Penalty: 899.569031
	Iteration 18Q: 3 clusters Score -1027151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1027175.750000 Penalty: 899.569031
	Iteration 19Q: 3 clusters Score -1027176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1027181.625000 Penalty: 899.569031
	Iteration 20F: 3 clusters Score -1027182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1027176.937500 Penalty: 899.569031
	Iteration 21Q: 3 clusters Score -1027177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1027189.250000 Penalty: 899.569031
	Iteration 22Q: 3 clusters Score -1027189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1027192.062500 Penalty: 899.569031
	Iteration 23Q: 3 clusters Score -1027192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1027189.750000 Penalty: 899.569031
	Iteration 24Q: 3 clusters Score -1027190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1027189.375000 Penalty: 899.569031
	Iteration 25Q: 3 clusters Score -1027189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1027192.937500 Penalty: 899.569031
	Iteration 26Q: 3 clusters Score -1027193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1027188.250000 Penalty: 899.569031
	Iteration 27Q: 3 clusters Score -1027188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1027188.250000 Penalty: 899.569031
	Iteration 28F: 3 clusters Score -1027188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (63 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Entering Unmasked Estep 
Score: -2953.707764 Penalty: 188.512619
	Iteration 0F: 2 clusters Score -2953.708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2992.250977 Penalty: 377.025238
	Iteration 0F: 3 clusters Score -2992.251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: 39853.984375 Penalty: 188.512619
	Iteration 1F: 2 clusters Score 39853.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2953.707764 Penalty: 188.512619
	Iteration 2F: 2 clusters Score -2953.708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -6827.395020 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -6827.395 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 66 members 
Entering Unmasked Estep 
Score: -6587.695801 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6587.696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6688.364258 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6688.364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6842.760254 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -6842.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6895.843262 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6895.843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6901.286621 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6901.287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6907.241699 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6907.242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6907.241699 Penalty: 449.689453
	Iteration 6F: 3 clusters Score -6907.242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 95511 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 17184 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20930 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 20953 members 
Mstep: Class 9 contains 33629 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 98022 members 
Mstep: Class 14 contains 216424 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 32848 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2444 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182769 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 42261 members 
Mstep: Class 29 contains 3382 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 167993 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1332 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 5782 members 
Mstep: Class 37 contains 34811 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37503 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 171184 members 
Mstep: Class 43 contains 11095 members 
Mstep: Class 44 contains 9658 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7651 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 19641 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 89 members 
Mstep: Class 54 contains 1085 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 59 contains 51 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 198317 members 
Mstep: Class 65 contains 16535 members 
Mstep: Class 66 contains 82028 members 
Mstep: Class 67 contains 2673 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 35460 members 
Mstep: Class 72 contains 123392 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 339 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 218056 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
Score: -90783928.000000 Penalty: 52089.089844
Splitting cluster 53 changes total score from -90784008.000000 to -90783928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -49197.937500 Penalty: 318.014740
	Iteration 0F: 2 clusters Score -49197.94 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 540 members 
Entering Unmasked Estep 
Score: -48341.062500 Penalty: 636.029480
	Iteration 0F: 3 clusters Score -48341.06 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -48605.058594 Penalty: 636.029480
	Iteration 1F: 3 clusters Score -48605.06 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -48671.343750 Penalty: 636.029480
	Iteration 2F: 3 clusters Score -48671.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -48734.421875 Penalty: 636.029480
	Iteration 3F: 3 clusters Score -48734.42 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -48790.410156 Penalty: 636.029480
	Iteration 4F: 3 clusters Score -48790.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -48824.617188 Penalty: 636.029480
	Iteration 5Q: 3 clusters Score -48824.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -48845.871094 Penalty: 636.029480
	Iteration 6Q: 3 clusters Score -48845.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -48857.863281 Penalty: 636.029480
	Iteration 7Q: 3 clusters Score -48857.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -48878.785156 Penalty: 636.029480
	Iteration 8Q: 3 clusters Score -48878.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -48899.148438 Penalty: 636.029480
	Iteration 9Q: 3 clusters Score -48899.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -48916.230469 Penalty: 636.029480
	Iteration 10Q: 3 clusters Score -48916.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -48922.207031 Penalty: 636.029480
	Iteration 11Q: 3 clusters Score -48922.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -48928.707031 Penalty: 636.029480
	Iteration 12Q: 3 clusters Score -48928.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -48935.476562 Penalty: 636.029480
	Iteration 13Q: 3 clusters Score -48935.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -48942.828125 Penalty: 636.029480
	Iteration 14Q: 3 clusters Score -48942.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -48945.554688 Penalty: 636.029480
	Iteration 15Q: 3 clusters Score -48945.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -48946.000000 Penalty: 636.029480
	Iteration 16Q: 3 clusters Score -48946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -48946.718750 Penalty: 636.029480
	Iteration 17Q: 3 clusters Score -48946.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -48947.390625 Penalty: 636.029480
	Iteration 18Q: 3 clusters Score -48947.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -48948.894531 Penalty: 636.029480
	Iteration 19Q: 3 clusters Score -48948.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -48949.460938 Penalty: 636.029480
	Iteration 20F: 3 clusters Score -48949.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -21863.275391 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -21863.28 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 210 members 
Entering Unmasked Estep 
Score: -21427.039062 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -21427.04 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21556.707031 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -21556.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21648.806641 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -21648.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21735.380859 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -21735.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21768.707031 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -21768.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21786.847656 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -21786.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21810.521484 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -21810.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21813.185547 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -21813.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21821.226562 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -21821.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21828.951172 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -21828.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21832.751953 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -21832.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21832.751953 Penalty: 554.720032
	Iteration 11F: 3 clusters Score -21832.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5826.743164 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5826.743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5568.232422 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5568.232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5610.154785 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5610.155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5615.680664 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5615.681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5616.126953 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5616.127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5616.126953 Penalty: 457.173126
	Iteration 4F: 3 clusters Score -5616.127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -7567.464355 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -7567.464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7332.182129 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -7332.182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7395.180664 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -7395.181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7404.262207 Penalty: 451.618896
	Iteration 2Q: 3 clusters Score -7404.262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7408.557129 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -7408.557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7479.240234 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -7479.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7487.542480 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -7487.542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7497.347168 Penalty: 451.618896
	Iteration 6Q: 3 clusters Score -7497.347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7497.347168 Penalty: 451.618896
	Iteration 7F: 3 clusters Score -7497.347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -6933.055664 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -6933.056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6672.202148 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -6672.202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6739.713867 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -6739.714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6753.556152 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -6753.556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6758.479004 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -6758.479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6762.312500 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -6762.312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6762.312500 Penalty: 450.337158
	Iteration 5F: 3 clusters Score -6762.312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14293.687500 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14293.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13950.142578 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -13950.14 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14041.374023 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14041.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14115.458984 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14115.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14163.427734 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -14163.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14206.558594 Penalty: 511.126190
	Iteration 4F: 3 clusters Score -14206.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14215.027344 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14215.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14221.489258 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14221.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14226.555664 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14226.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14227.506836 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14227.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14227.860352 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14227.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14227.860352 Penalty: 511.126190
	Iteration 10F: 3 clusters Score -14227.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -9152.900391 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -9152.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8885.063477 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -8885.063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8947.270508 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -8947.271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8977.920898 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -8977.921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9010.083008 Penalty: 476.516235
	Iteration 3F: 3 clusters Score -9010.083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9033.092773 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -9033.093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9049.086914 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -9049.087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9050.186523 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -9050.187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9051.667969 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -9051.668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9051.667969 Penalty: 476.516235
	Iteration 8F: 3 clusters Score -9051.668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -12722.362305 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -12722.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12399.618164 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -12399.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12495.645508 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -12495.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12535.796875 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -12535.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12550.372070 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -12550.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12564.755859 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -12564.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12569.909180 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -12569.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12571.701172 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -12571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12574.519531 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -12574.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12578.003906 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -12578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12580.599609 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -12580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12581.243164 Penalty: 502.088196
	Iteration 10Q: 3 clusters Score -12581.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12581.243164 Penalty: 502.088196
	Iteration 11F: 3 clusters Score -12581.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -31467.923828 Penalty: 295.327911
	Iteration 0F: 2 clusters Score -31467.92 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 342 members 
Entering Unmasked Estep 
Score: -30882.693359 Penalty: 590.655823
	Iteration 0F: 3 clusters Score -30882.69 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31113.310547 Penalty: 590.655823
	Iteration 1F: 3 clusters Score -31113.31 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -31182.388672 Penalty: 590.655823
	Iteration 2F: 3 clusters Score -31182.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31227.582031 Penalty: 590.655823
	Iteration 3F: 3 clusters Score -31227.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31283.251953 Penalty: 590.655823
	Iteration 4F: 3 clusters Score -31283.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31334.265625 Penalty: 590.655823
	Iteration 5F: 3 clusters Score -31334.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31356.617188 Penalty: 590.655823
	Iteration 6Q: 3 clusters Score -31356.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31364.066406 Penalty: 590.655823
	Iteration 7Q: 3 clusters Score -31364.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31373.076172 Penalty: 590.655823
	Iteration 8Q: 3 clusters Score -31373.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31380.144531 Penalty: 590.655823
	Iteration 9Q: 3 clusters Score -31380.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31390.470703 Penalty: 590.655823
	Iteration 10Q: 3 clusters Score -31390.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31396.660156 Penalty: 590.655823
	Iteration 11Q: 3 clusters Score -31396.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31400.378906 Penalty: 590.655823
	Iteration 12Q: 3 clusters Score -31400.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31409.275391 Penalty: 590.655823
	Iteration 13Q: 3 clusters Score -31409.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31417.228516 Penalty: 590.655823
	Iteration 14Q: 3 clusters Score -31417.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31423.455078 Penalty: 590.655823
	Iteration 15Q: 3 clusters Score -31423.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31428.289062 Penalty: 590.655823
	Iteration 16Q: 3 clusters Score -31428.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31429.912109 Penalty: 590.655823
	Iteration 17Q: 3 clusters Score -31429.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31433.800781 Penalty: 590.655823
	Iteration 18Q: 3 clusters Score -31433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31435.273438 Penalty: 590.655823
	Iteration 19Q: 3 clusters Score -31435.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31436.394531 Penalty: 590.655823
	Iteration 20F: 3 clusters Score -31436.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31438.126953 Penalty: 590.655823
	Iteration 21Q: 3 clusters Score -31438.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31441.376953 Penalty: 590.655823
	Iteration 22Q: 3 clusters Score -31441.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31447.136719 Penalty: 590.655823
	Iteration 23Q: 3 clusters Score -31447.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31454.720703 Penalty: 590.655823
	Iteration 24Q: 3 clusters Score -31454.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31463.302734 Penalty: 590.655823
	Iteration 25Q: 3 clusters Score -31463.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31497.056641 Penalty: 590.655823
	Iteration 26Q: 3 clusters Score -31497.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31502.355469 Penalty: 590.655823
	Iteration 27Q: 3 clusters Score -31502.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31507.517578 Penalty: 590.655823
	Iteration 28Q: 3 clusters Score -31507.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31508.666016 Penalty: 590.655823
	Iteration 29Q: 3 clusters Score -31508.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31512.105469 Penalty: 590.655823
	Iteration 30Q: 3 clusters Score -31512.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31518.201172 Penalty: 590.655823
	Iteration 31Q: 3 clusters Score -31518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31521.658203 Penalty: 590.655823
	Iteration 32Q: 3 clusters Score -31521.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31521.658203 Penalty: 590.655823
	Iteration 33F: 3 clusters Score -31521.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 95511 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 17184 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20930 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 20953 members 
Mstep: Class 9 contains 33629 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 98022 members 
Mstep: Class 14 contains 216424 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 32848 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2444 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182769 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 42261 members 
Mstep: Class 29 contains 3382 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 167993 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1332 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 5782 members 
Mstep: Class 37 contains 34811 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37503 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 171184 members 
Mstep: Class 43 contains 11095 members 
Mstep: Class 44 contains 9658 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7651 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 19641 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1085 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 59 contains 128 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 531 members 
Mstep: Class 64 contains 198317 members 
Mstep: Class 65 contains 16535 members 
Mstep: Class 66 contains 82028 members 
Mstep: Class 67 contains 2673 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 35460 members 
Mstep: Class 72 contains 123392 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 339 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 218056 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
Score: -90783896.000000 Penalty: 52089.089844
Splitting cluster 63 changes total score from -90784008.000000 to -90783896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (198317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198317 members 
Entering Unmasked Estep 
Score: -9666004.000000 Penalty: 554.991821
	Iteration 0F: 2 clusters Score -9666004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99174 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -9532065.000000 Penalty: 1109.983643
	Iteration 0F: 3 clusters Score -9532065 nChanged 97658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94960 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -9590590.000000 Penalty: 1109.983643
	Iteration 1F: 3 clusters Score -9590590 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 105656 members 
Entering Unmasked Estep 
Score: -9592797.000000 Penalty: 1109.983643
	Iteration 2Q: 3 clusters Score -9592797 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89488 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -9595672.000000 Penalty: 1109.983643
	Iteration 3Q: 3 clusters Score -9595672 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 112517 members 
Entering Unmasked Estep 
Score: -9600089.000000 Penalty: 1109.983643
	Iteration 4Q: 3 clusters Score -9600089 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 116641 members 
Entering Unmasked Estep 
Score: -9607427.000000 Penalty: 1109.983643
	Iteration 5F: 3 clusters Score -9607427 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 120476 members 
Entering Unmasked Estep 
Score: -9618342.000000 Penalty: 1109.983643
	Iteration 6F: 3 clusters Score -9618342 nChanged 13195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 123167 members 
Entering Unmasked Estep 
Score: -9629439.000000 Penalty: 1109.983643
	Iteration 7F: 3 clusters Score -9629439 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 124928 members 
Entering Unmasked Estep 
Score: -9635101.000000 Penalty: 1109.983643
	Iteration 8F: 3 clusters Score -9635101 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 126776 members 
Entering Unmasked Estep 
Score: -9637206.000000 Penalty: 1109.983643
	Iteration 9Q: 3 clusters Score -9637206 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 128609 members 
Entering Unmasked Estep 
Score: -9638726.000000 Penalty: 1109.983643
	Iteration 10Q: 3 clusters Score -9638726 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67930 members 
Mstep: Class 2 contains 130387 members 
Entering Unmasked Estep 
Score: -9640342.000000 Penalty: 1109.983643
	Iteration 11Q: 3 clusters Score -9640342 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 132043 members 
Entering Unmasked Estep 
Score: -9641948.000000 Penalty: 1109.983643
	Iteration 12Q: 3 clusters Score -9641948 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 133517 members 
Entering Unmasked Estep 
Score: -9643470.000000 Penalty: 1109.983643
	Iteration 13Q: 3 clusters Score -9643470 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 134727 members 
Entering Unmasked Estep 
Score: -9645080.000000 Penalty: 1109.983643
	Iteration 14Q: 3 clusters Score -9645080 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 135661 members 
Entering Unmasked Estep 
Score: -9646497.000000 Penalty: 1109.983643
	Iteration 15Q: 3 clusters Score -9646497 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 136338 members 
Entering Unmasked Estep 
Score: -9647920.000000 Penalty: 1109.983643
	Iteration 16Q: 3 clusters Score -9647920 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 136825 members 
Entering Unmasked Estep 
Score: -9649135.000000 Penalty: 1109.983643
	Iteration 17Q: 3 clusters Score -9649135 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 137078 members 
Entering Unmasked Estep 
Score: -9650406.000000 Penalty: 1109.983643
	Iteration 18Q: 3 clusters Score -9650406 nChanged 3235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 137059 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9651637 nChanged 3288
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Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 136751 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9652953 nChanged 3302
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Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 136153 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9654310 nChanged 3361
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Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 135266 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64260 members 
Mstep: Class 2 contains 134057 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9657037 nChanged 3302
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Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 132705 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 131388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 130198 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 129353 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9661524 nChanged 1672
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Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 128683 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9661990 nChanged 1314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 128085 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9662235 nChanged 1012
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Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 127597 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 127186 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9662442 nChanged 583
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Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 126819 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9662471 nChanged 440
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Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 126499 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9662496 nChanged 353
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Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 126218 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 125940 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9662550 nChanged 272
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Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 125684 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 125433 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9662596 nChanged 261
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Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 125172 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9662608 nChanged 238
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Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 124936 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9662621 nChanged 258
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Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9662671 nChanged 329
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Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 124349 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 124051 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9662744 nChanged 298
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Mstep: Class 2 contains 123753 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 123466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 122784 members 
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Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 122464 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 122179 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9662830 nChanged 317
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Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 121862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 121547 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9662835 nChanged 267
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Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 121280 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 120999 members 
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Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 120694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 120400 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 119663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 118923 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 118590 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 118252 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9662947 nChanged 310
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Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 117942 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9662968 nChanged 264
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Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 117678 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 117421 members 
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Mstep: Class 1 contains 81200 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 116801 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9663112 nChanged 322
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	Iteration 68Q: 3 clusters Score -9663157 nChanged 349
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	Iteration 69Q: 3 clusters Score -9663182 nChanged 356
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9663240 nChanged 283
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Mstep: Class 1 contains 83791 members 
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	Iteration 72Q: 3 clusters Score -9663236 nChanged 326
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Entering Unmasked Estep 
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Mstep: Class 1 contains 85047 members 
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	Iteration 76Q: 3 clusters Score -9663242 nChanged 324
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	Iteration 79Q: 3 clusters Score -9663241 nChanged 403
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Mstep: Class 1 contains 86475 members 
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	Iteration 80F: 3 clusters Score -9663271 nChanged 345
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	Iteration 81Q: 3 clusters Score -9663279 nChanged 385
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Mstep: Class 1 contains 87205 members 
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	Iteration 83Q: 3 clusters Score -9663295 nChanged 376
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	Iteration 84Q: 3 clusters Score -9663336 nChanged 425
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Mstep: Class 1 contains 88390 members 
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	Iteration 88Q: 3 clusters Score -9663415 nChanged 346
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	Iteration 89Q: 3 clusters Score -9663418 nChanged 350
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	Iteration 90Q: 3 clusters Score -9663455 nChanged 352
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	Iteration 91Q: 3 clusters Score -9663481 nChanged 385
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	Iteration 94Q: 3 clusters Score -9663514 nChanged 420
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	Iteration 97Q: 3 clusters Score -9663559 nChanged 369
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	Iteration 98Q: 3 clusters Score -9663533 nChanged 395
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	Iteration 100F: 3 clusters Score -9663631 nChanged 354
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	Iteration 103Q: 3 clusters Score -9663673 nChanged 333
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Mstep: Class 1 contains 97414 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 97070 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 96007 members 
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Mstep: Class 2 contains 94984 members 
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Mstep: Class 2 contains 94648 members 
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Mstep: Class 2 contains 94339 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 93174 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9664027 nChanged 202
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	Iteration 180F: 3 clusters Score -9664080 nChanged 118
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	Iteration 196Q: 3 clusters Score -9664137 nChanged 159
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9664163 nChanged 115
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Mstep: Class 2 contains 82149 members 
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	Iteration 200F: 3 clusters Score -9664155 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 116388 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 81792 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 116653 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 116789 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9664129 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116919 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117054 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 117177 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 81034 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 117478 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9664079 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 117754 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9664093 nChanged 109
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Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9664078 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117965 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118084 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9664128 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118197 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9664132 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118306 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9664125 nChanged 119
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Mstep: Class 1 contains 118425 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9664128 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118535 members 
Mstep: Class 2 contains 79782 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -9664154 nChanged 119
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Mstep: Class 1 contains 118654 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118806 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9664181 nChanged 158
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Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 119128 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 119298 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 119635 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9664191 nChanged 129
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Mstep: Class 1 contains 119764 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9664177 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119884 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9664166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9664167 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120178 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -9664164.000000 Penalty: 1109.983643
	Iteration 232Q: 3 clusters Score -9664164 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120335 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -9664152.000000 Penalty: 1109.983643
	Iteration 233Q: 3 clusters Score -9664152 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120505 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9664158 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120671 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9664169 nChanged 137
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Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9664156 nChanged 132
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Mstep: Class 1 contains 120940 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9664158 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121096 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9664158 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -9664142.000000 Penalty: 1109.983643
	Iteration 239Q: 3 clusters Score -9664142 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121382 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -9664145.000000 Penalty: 1109.983643
	Iteration 240F: 3 clusters Score -9664145 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121533 members 
Mstep: Class 2 contains 76784 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -9664135 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121673 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9664147 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121810 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -9664155 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121934 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9664157 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122051 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -9664171.000000 Penalty: 1109.983643
	Iteration 245Q: 3 clusters Score -9664171 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122167 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -9664205 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122309 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -9664222 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122462 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9664246 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122610 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -9664224 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -9664236 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122901 members 
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -9664267 nChanged 160
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Mstep: Class 1 contains 123061 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -9664253 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123228 members 
Mstep: Class 2 contains 75089 members 
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	Iteration 253Q: 3 clusters Score -9664261 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123402 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -9664255 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -9664279 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123811 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -9664269 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123989 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -9664294 nChanged 198
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Mstep: Class 1 contains 124187 members 
Mstep: Class 2 contains 74130 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9664282 nChanged 206
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Mstep: Class 1 contains 124393 members 
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -9664285 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124587 members 
Mstep: Class 2 contains 73730 members 
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	Iteration 260F: 3 clusters Score -9664294 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124776 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -9664312.000000 Penalty: 1109.983643
	Iteration 261Q: 3 clusters Score -9664312 nChanged 199
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Mstep: Class 1 contains 124975 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -9664307 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125190 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -9664304 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125382 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -9664296 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125585 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -9664325 nChanged 194
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Mstep: Class 1 contains 125779 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9664343 nChanged 189
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Mstep: Class 1 contains 125968 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -9664349 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126163 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -9664358 nChanged 201
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Mstep: Class 1 contains 126364 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9664364 nChanged 215
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Mstep: Class 1 contains 126579 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -9664332 nChanged 222
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Mstep: Class 1 contains 126801 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -9664360 nChanged 209
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Mstep: Class 1 contains 127010 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -9664377 nChanged 201
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Mstep: Class 1 contains 127211 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -9664383 nChanged 215
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Mstep: Class 1 contains 127426 members 
Mstep: Class 2 contains 70891 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -9664385 nChanged 228
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Mstep: Class 2 contains 70663 members 
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	Iteration 275Q: 3 clusters Score -9664393 nChanged 221
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Mstep: Class 1 contains 127875 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -9664374 nChanged 224
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Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -9664390 nChanged 224
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Mstep: Class 2 contains 69994 members 
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	Iteration 278Q: 3 clusters Score -9664393 nChanged 224
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Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -9664388 nChanged 181
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Mstep: Class 1 contains 128728 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -9664406 nChanged 165
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Mstep: Class 1 contains 128893 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -9664416 nChanged 169
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Mstep: Class 1 contains 129062 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -9664444 nChanged 210
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Mstep: Class 2 contains 69045 members 
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	Iteration 283Q: 3 clusters Score -9664471 nChanged 183
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Mstep: Class 2 contains 68862 members 
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	Iteration 284Q: 3 clusters Score -9664473 nChanged 190
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Mstep: Class 1 contains 129645 members 
Mstep: Class 2 contains 68672 members 
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	Iteration 285Q: 3 clusters Score -9664471 nChanged 173
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Mstep: Class 1 contains 129818 members 
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Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -9664470 nChanged 195
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Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 130383 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -9664521 nChanged 179
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Entering Unmasked Estep 
Score: -9664518.000000 Penalty: 1109.983643
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Mstep: Class 1 contains 130764 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -9664553 nChanged 187
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Mstep: Class 1 contains 130951 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -9664569 nChanged 196
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Mstep: Class 1 contains 131147 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131344 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131532 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131699 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131855 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -9664580 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132036 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -9664592 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132257 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -9664609 nChanged 228
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132485 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -9664612 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132698 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -9664607 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132906 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133126 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -9664610 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133334 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -9664626 nChanged 207
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Mstep: Class 1 contains 133541 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -9664598 nChanged 193
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Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -9664612 nChanged 175
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Mstep: Class 1 contains 133909 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -9664628 nChanged 199
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Mstep: Class 1 contains 134108 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -9664650 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134289 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -9664657 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134453 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -9664631 nChanged 179
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Mstep: Class 1 contains 134632 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134812 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -9664623 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134976 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -9664640 nChanged 157
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Mstep: Class 1 contains 135133 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -9664638 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135297 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 135449 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -9664651 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135576 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -9664691 nChanged 131
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Mstep: Class 1 contains 135707 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -9664692 nChanged 124
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Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 135955 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -9664704 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -9664722 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136201 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -9664718 nChanged 140
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Mstep: Class 1 contains 136341 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 136502 members 
Mstep: Class 2 contains 61815 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -9664706 nChanged 173
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Mstep: Class 1 contains 136675 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 136843 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -9664745 nChanged 179
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Mstep: Class 1 contains 137022 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 137213 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -9664798 nChanged 181
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Mstep: Class 1 contains 137394 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 137584 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -9664837 nChanged 199
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Mstep: Class 1 contains 137783 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -9664831 nChanged 173
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Mstep: Class 1 contains 137956 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -9664832 nChanged 168
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Mstep: Class 1 contains 138124 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 138302 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -9664800 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138490 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -9664786 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138694 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -9664793 nChanged 208
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Mstep: Class 1 contains 138902 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -9664807 nChanged 205
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Mstep: Class 1 contains 139107 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -9664798 nChanged 213
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Mstep: Class 1 contains 139320 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -9664792 nChanged 220
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Mstep: Class 1 contains 139540 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -9664804 nChanged 200
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Mstep: Class 1 contains 139740 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -9664834 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139915 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -9664848 nChanged 199
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Mstep: Class 1 contains 140114 members 
Mstep: Class 2 contains 58203 members 
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	Iteration 343Q: 3 clusters Score -9664851 nChanged 164
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	Iteration 344Q: 3 clusters Score -9664859 nChanged 165
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Mstep: Class 2 contains 57874 members 
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Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 140787 members 
Mstep: Class 2 contains 57530 members 
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	Iteration 347Q: 3 clusters Score -9664891 nChanged 157
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Mstep: Class 1 contains 140944 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -9664904 nChanged 142
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Mstep: Class 1 contains 141086 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -9664903 nChanged 163
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Mstep: Class 1 contains 141249 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -9664920 nChanged 171
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Mstep: Class 1 contains 141420 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -9664945 nChanged 166
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Mstep: Class 1 contains 141586 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 141736 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -9664980 nChanged 179
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Mstep: Class 1 contains 141915 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -9665014 nChanged 191
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Mstep: Class 1 contains 142106 members 
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Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -9665002 nChanged 196
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Mstep: Class 1 contains 142302 members 
Mstep: Class 2 contains 56015 members 
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	Iteration 356Q: 3 clusters Score -9664996 nChanged 203
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Mstep: Class 1 contains 142505 members 
Mstep: Class 2 contains 55812 members 
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	Iteration 357Q: 3 clusters Score -9665014 nChanged 188
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Mstep: Class 1 contains 142693 members 
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Mstep: Class 1 contains 142878 members 
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	Iteration 359Q: 3 clusters Score -9665050 nChanged 182
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Mstep: Class 1 contains 143060 members 
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Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -9665049 nChanged 199
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Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -9665074 nChanged 199
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	Iteration 362Q: 3 clusters Score -9665086 nChanged 214
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Mstep: Class 2 contains 54645 members 
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	Iteration 363Q: 3 clusters Score -9665121 nChanged 192
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Mstep: Class 2 contains 54453 members 
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	Iteration 364Q: 3 clusters Score -9665125 nChanged 194
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	Iteration 365Q: 3 clusters Score -9665139 nChanged 173
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Mstep: Class 2 contains 54086 members 
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	Iteration 366Q: 3 clusters Score -9665151 nChanged 181
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Mstep: Class 2 contains 53905 members 
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	Iteration 367Q: 3 clusters Score -9665161 nChanged 162
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Mstep: Class 2 contains 53743 members 
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	Iteration 368Q: 3 clusters Score -9665159 nChanged 149
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Mstep: Class 2 contains 53594 members 
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	Iteration 369Q: 3 clusters Score -9665154 nChanged 132
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	Iteration 370Q: 3 clusters Score -9665169 nChanged 154
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	Iteration 371Q: 3 clusters Score -9665174 nChanged 155
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	Iteration 373Q: 3 clusters Score -9665184 nChanged 166
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	Iteration 374Q: 3 clusters Score -9665202 nChanged 149
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Mstep: Class 2 contains 52667 members 
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	Iteration 375Q: 3 clusters Score -9665219 nChanged 151
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Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -9665192 nChanged 135
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Mstep: Class 2 contains 52245 members 
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	Iteration 378Q: 3 clusters Score -9665196 nChanged 120
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Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -9665213 nChanged 121
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Mstep: Class 2 contains 52004 members 
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	Iteration 380F: 3 clusters Score -9665202 nChanged 121
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Mstep: Class 2 contains 51883 members 
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Mstep: Class 2 contains 51746 members 
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	Iteration 382Q: 3 clusters Score -9665219 nChanged 156
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Mstep: Class 1 contains 146727 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -9665224 nChanged 117
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Mstep: Class 2 contains 51473 members 
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	Iteration 384Q: 3 clusters Score -9665238 nChanged 104
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Mstep: Class 1 contains 146948 members 
Mstep: Class 2 contains 51369 members 
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	Iteration 385Q: 3 clusters Score -9665230 nChanged 116
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Mstep: Class 1 contains 147204 members 
Mstep: Class 2 contains 51113 members 
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Mstep: Class 2 contains 50954 members 
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Mstep: Class 2 contains 50634 members 
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Mstep: Class 2 contains 50143 members 
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Mstep: Class 2 contains 50014 members 
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Mstep: Class 2 contains 49768 members 
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Mstep: Class 2 contains 48752 members 
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	Iteration 436Q: 3 clusters Score -9665525 nChanged 99
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Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -9665728.000000 Penalty: 1109.983643
	Iteration 479Q: 3 clusters Score -9665728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156592 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -9665744.000000 Penalty: 1109.983643
	Iteration 480F: 3 clusters Score -9665744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -9665752.000000 Penalty: 1109.983643
	Iteration 481Q: 3 clusters Score -9665752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156679 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -9665759.000000 Penalty: 1109.983643
	Iteration 482Q: 3 clusters Score -9665759 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -9665758.000000 Penalty: 1109.983643
	Iteration 483Q: 3 clusters Score -9665758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156799 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -9665768.000000 Penalty: 1109.983643
	Iteration 484Q: 3 clusters Score -9665768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156863 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -9665751.000000 Penalty: 1109.983643
	Iteration 485Q: 3 clusters Score -9665751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156906 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -9665765.000000 Penalty: 1109.983643
	Iteration 486Q: 3 clusters Score -9665765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -9665760.000000 Penalty: 1109.983643
	Iteration 487Q: 3 clusters Score -9665760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -9665773.000000 Penalty: 1109.983643
	Iteration 488Q: 3 clusters Score -9665773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157026 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -9665767.000000 Penalty: 1109.983643
	Iteration 489Q: 3 clusters Score -9665767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157065 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -9665774.000000 Penalty: 1109.983643
	Iteration 490Q: 3 clusters Score -9665774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -9665785.000000 Penalty: 1109.983643
	Iteration 491Q: 3 clusters Score -9665785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157147 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -9665792.000000 Penalty: 1109.983643
	Iteration 492Q: 3 clusters Score -9665792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157200 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -9665788.000000 Penalty: 1109.983643
	Iteration 493Q: 3 clusters Score -9665788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -9665792.000000 Penalty: 1109.983643
	Iteration 494Q: 3 clusters Score -9665792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -9665787.000000 Penalty: 1109.983643
	Iteration 495Q: 3 clusters Score -9665787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157389 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -9665799.000000 Penalty: 1109.983643
	Iteration 496Q: 3 clusters Score -9665799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157444 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -9665798.000000 Penalty: 1109.983643
	Iteration 497Q: 3 clusters Score -9665798 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157494 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -9665803.000000 Penalty: 1109.983643
	Iteration 498Q: 3 clusters Score -9665803 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157546 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -9665787.000000 Penalty: 1109.983643
	Iteration 499Q: 3 clusters Score -9665787 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157593 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -9665802.000000 Penalty: 1109.983643
	Iteration 500F: 3 clusters Score -9665802 nChanged 32
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 65 (16535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Entering Unmasked Estep 
Score: -830940.187500 Penalty: 441.952179
	Iteration 0F: 2 clusters Score -830940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -819785.562500 Penalty: 883.904358
	Iteration 0F: 3 clusters Score -819785.6 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -824172.500000 Penalty: 883.904358
	Iteration 1F: 3 clusters Score -824172.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -824415.875000 Penalty: 883.904358
	Iteration 2Q: 3 clusters Score -824415.9 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -824764.875000 Penalty: 883.904358
	Iteration 3F: 3 clusters Score -824764.9 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -825258.125000 Penalty: 883.904358
	Iteration 4F: 3 clusters Score -825258.1 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -825939.625000 Penalty: 883.904358
	Iteration 5F: 3 clusters Score -825939.6 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -826819.000000 Penalty: 883.904358
	Iteration 6F: 3 clusters Score -826819 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -827916.312500 Penalty: 883.904358
	Iteration 7F: 3 clusters Score -827916.3 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -828945.187500 Penalty: 883.904358
	Iteration 8F: 3 clusters Score -828945.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -829690.875000 Penalty: 883.904358
	Iteration 9Q: 3 clusters Score -829690.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -830104.000000 Penalty: 883.904358
	Iteration 10Q: 3 clusters Score -830104 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -830316.000000 Penalty: 883.904358
	Iteration 11Q: 3 clusters Score -830316 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -830421.812500 Penalty: 883.904358
	Iteration 12Q: 3 clusters Score -830421.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -830470.187500 Penalty: 883.904358
	Iteration 13Q: 3 clusters Score -830470.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -830510.312500 Penalty: 883.904358
	Iteration 14Q: 3 clusters Score -830510.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -830527.250000 Penalty: 883.904358
	Iteration 15Q: 3 clusters Score -830527.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -830537.125000 Penalty: 883.904358
	Iteration 16Q: 3 clusters Score -830537.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -830544.375000 Penalty: 883.904358
	Iteration 17Q: 3 clusters Score -830544.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -830552.187500 Penalty: 883.904358
	Iteration 18Q: 3 clusters Score -830552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -830558.000000 Penalty: 883.904358
	Iteration 19Q: 3 clusters Score -830558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -830562.812500 Penalty: 883.904358
	Iteration 20F: 3 clusters Score -830562.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -830567.125000 Penalty: 883.904358
	Iteration 21Q: 3 clusters Score -830567.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -830567.687500 Penalty: 883.904358
	Iteration 22Q: 3 clusters Score -830567.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -830571.437500 Penalty: 883.904358
	Iteration 23Q: 3 clusters Score -830571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -830574.625000 Penalty: 883.904358
	Iteration 24Q: 3 clusters Score -830574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -830577.562500 Penalty: 883.904358
	Iteration 25Q: 3 clusters Score -830577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -830579.812500 Penalty: 883.904358
	Iteration 26Q: 3 clusters Score -830579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -830585.062500 Penalty: 883.904358
	Iteration 27Q: 3 clusters Score -830585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -830586.625000 Penalty: 883.904358
	Iteration 28Q: 3 clusters Score -830586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -830585.875000 Penalty: 883.904358
	Iteration 29Q: 3 clusters Score -830585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -830586.062500 Penalty: 883.904358
	Iteration 30Q: 3 clusters Score -830586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -830587.750000 Penalty: 883.904358
	Iteration 31Q: 3 clusters Score -830587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -830586.812500 Penalty: 883.904358
	Iteration 32Q: 3 clusters Score -830586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -830587.562500 Penalty: 883.904358
	Iteration 33Q: 3 clusters Score -830587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -830587.812500 Penalty: 883.904358
	Iteration 34Q: 3 clusters Score -830587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -830587.687500 Penalty: 883.904358
	Iteration 35Q: 3 clusters Score -830587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -830589.437500 Penalty: 883.904358
	Iteration 36Q: 3 clusters Score -830589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -830588.875000 Penalty: 883.904358
	Iteration 37Q: 3 clusters Score -830588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -830589.875000 Penalty: 883.904358
	Iteration 38Q: 3 clusters Score -830589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -830589.750000 Penalty: 883.904358
	Iteration 39Q: 3 clusters Score -830589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -830589.750000 Penalty: 883.904358
	Iteration 40F: 3 clusters Score -830589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (82028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Entering Unmasked Estep 
Score: -4150299.250000 Penalty: 514.824097
	Iteration 0F: 2 clusters Score -4150299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -4094703.750000 Penalty: 1029.648193
	Iteration 0F: 3 clusters Score -4094704 nChanged 40016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -4120032.500000 Penalty: 1029.648193
	Iteration 1F: 3 clusters Score -4120032 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -4123012.500000 Penalty: 1029.648193
	Iteration 2F: 3 clusters Score -4123012 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -4128496.000000 Penalty: 1029.648193
	Iteration 3F: 3 clusters Score -4128496 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -4136597.750000 Penalty: 1029.648193
	Iteration 4F: 3 clusters Score -4136598 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -4144365.250000 Penalty: 1029.648193
	Iteration 5F: 3 clusters Score -4144365 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 80657 members 
Entering Unmasked Estep 
Score: -4148440.750000 Penalty: 1029.648193
	Iteration 6Q: 3 clusters Score -4148441 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 81775 members 
Entering Unmasked Estep 
Score: -4149575.750000 Penalty: 1029.648193
	Iteration 7Q: 3 clusters Score -4149576 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -4149764.000000 Penalty: 1029.648193
	Iteration 8Q: 3 clusters Score -4149764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -4149829.750000 Penalty: 1029.648193
	Iteration 9Q: 3 clusters Score -4149830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -4149833.750000 Penalty: 1029.648193
	Iteration 10Q: 3 clusters Score -4149834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -4149835.000000 Penalty: 1029.648193
	Iteration 11Q: 3 clusters Score -4149835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -4149835.000000 Penalty: 1029.648193
	Iteration 12F: 3 clusters Score -4149835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -127292.140625 Penalty: 359.038544
	Iteration 0F: 2 clusters Score -127292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -125425.703125 Penalty: 718.077087
	Iteration 0F: 3 clusters Score -125425.7 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -126075.679688 Penalty: 718.077087
	Iteration 1F: 3 clusters Score -126075.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -126220.601562 Penalty: 718.077087
	Iteration 2F: 3 clusters Score -126220.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -126340.203125 Penalty: 718.077087
	Iteration 3F: 3 clusters Score -126340.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -126458.851562 Penalty: 718.077087
	Iteration 4F: 3 clusters Score -126458.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -126558.937500 Penalty: 718.077087
	Iteration 5F: 3 clusters Score -126558.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -126638.187500 Penalty: 718.077087
	Iteration 6Q: 3 clusters Score -126638.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -126716.546875 Penalty: 718.077087
	Iteration 7Q: 3 clusters Score -126716.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -126776.687500 Penalty: 718.077087
	Iteration 8Q: 3 clusters Score -126776.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -126841.890625 Penalty: 718.077087
	Iteration 9Q: 3 clusters Score -126841.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -126878.343750 Penalty: 718.077087
	Iteration 10Q: 3 clusters Score -126878.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -126893.289062 Penalty: 718.077087
	Iteration 11Q: 3 clusters Score -126893.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -126915.750000 Penalty: 718.077087
	Iteration 12Q: 3 clusters Score -126915.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -126925.296875 Penalty: 718.077087
	Iteration 13Q: 3 clusters Score -126925.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -126938.539062 Penalty: 718.077087
	Iteration 14Q: 3 clusters Score -126938.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -126950.835938 Penalty: 718.077087
	Iteration 15Q: 3 clusters Score -126950.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -126959.679688 Penalty: 718.077087
	Iteration 16Q: 3 clusters Score -126959.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -126964.492188 Penalty: 718.077087
	Iteration 17Q: 3 clusters Score -126964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -126968.296875 Penalty: 718.077087
	Iteration 18Q: 3 clusters Score -126968.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -126975.304688 Penalty: 718.077087
	Iteration 19Q: 3 clusters Score -126975.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -126979.062500 Penalty: 718.077087
	Iteration 20F: 3 clusters Score -126979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -126981.695312 Penalty: 718.077087
	Iteration 21Q: 3 clusters Score -126981.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -126984.312500 Penalty: 718.077087
	Iteration 22Q: 3 clusters Score -126984.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -126989.679688 Penalty: 718.077087
	Iteration 23Q: 3 clusters Score -126989.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -126991.578125 Penalty: 718.077087
	Iteration 24Q: 3 clusters Score -126991.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -126992.414062 Penalty: 718.077087
	Iteration 25Q: 3 clusters Score -126992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -126993.000000 Penalty: 718.077087
	Iteration 26Q: 3 clusters Score -126993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -126993.156250 Penalty: 718.077087
	Iteration 27Q: 3 clusters Score -126993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -126993.156250 Penalty: 718.077087
	Iteration 28F: 3 clusters Score -126993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -2932.074463 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -2932.074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2698.532227 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -2698.532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2777.798096 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -2777.798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2814.671631 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -2814.672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2825.035889 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -2825.036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2828.747803 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -2828.748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2829.401855 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -2829.402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2829.401855 Penalty: 465.737427
	Iteration 6F: 3 clusters Score -2829.402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -7644.532715 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -7644.533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7396.974609 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -7396.975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7472.906250 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -7472.906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7514.127930 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -7514.128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7536.405762 Penalty: 460.696136
	Iteration 3F: 3 clusters Score -7536.406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7567.865234 Penalty: 460.696136
	Iteration 4F: 3 clusters Score -7567.865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7597.800293 Penalty: 460.696136
	Iteration 5Q: 3 clusters Score -7597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7608.855469 Penalty: 460.696136
	Iteration 6Q: 3 clusters Score -7608.855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7610.018555 Penalty: 460.696136
	Iteration 7Q: 3 clusters Score -7610.019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7610.018555 Penalty: 460.696136
	Iteration 8F: 3 clusters Score -7610.019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -7748.999023 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -7748.999 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 63 members 
Entering Unmasked Estep 
Score: -7489.923340 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -7489.923 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7571.166504 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -7571.167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7588.810059 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -7588.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7594.016602 Penalty: 464.087830
	Iteration 3Q: 3 clusters Score -7594.017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7594.016602 Penalty: 464.087830
	Iteration 4F: 3 clusters Score -7594.017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (35460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Entering Unmasked Estep 
Score: -1820896.625000 Penalty: 476.665314
	Iteration 0F: 2 clusters Score -1820897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1797201.625000 Penalty: 953.330627
	Iteration 0F: 3 clusters Score -1797202 nChanged 17097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1807040.500000 Penalty: 953.330627
	Iteration 1F: 3 clusters Score -1807040 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1807323.125000 Penalty: 953.330627
	Iteration 2Q: 3 clusters Score -1807323 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1807650.375000 Penalty: 953.330627
	Iteration 3Q: 3 clusters Score -1807650 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1808148.625000 Penalty: 953.330627
	Iteration 4Q: 3 clusters Score -1808149 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1809037.125000 Penalty: 953.330627
	Iteration 5Q: 3 clusters Score -1809037 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1810382.625000 Penalty: 953.330627
	Iteration 6F: 3 clusters Score -1810383 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1812221.875000 Penalty: 953.330627
	Iteration 7F: 3 clusters Score -1812222 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1814262.250000 Penalty: 953.330627
	Iteration 8F: 3 clusters Score -1814262 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1815912.500000 Penalty: 953.330627
	Iteration 9F: 3 clusters Score -1815912 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1816788.750000 Penalty: 953.330627
	Iteration 10Q: 3 clusters Score -1816789 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1817246.375000 Penalty: 953.330627
	Iteration 11Q: 3 clusters Score -1817246 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1817570.250000 Penalty: 953.330627
	Iteration 12Q: 3 clusters Score -1817570 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1817858.250000 Penalty: 953.330627
	Iteration 13Q: 3 clusters Score -1817858 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1818192.750000 Penalty: 953.330627
	Iteration 14Q: 3 clusters Score -1818193 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1818464.250000 Penalty: 953.330627
	Iteration 15Q: 3 clusters Score -1818464 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1818682.500000 Penalty: 953.330627
	Iteration 16Q: 3 clusters Score -1818682 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1818895.500000 Penalty: 953.330627
	Iteration 17Q: 3 clusters Score -1818896 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1819117.875000 Penalty: 953.330627
	Iteration 18Q: 3 clusters Score -1819118 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1819323.250000 Penalty: 953.330627
	Iteration 19Q: 3 clusters Score -1819323 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1819521.750000 Penalty: 953.330627
	Iteration 20F: 3 clusters Score -1819522 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1819706.375000 Penalty: 953.330627
	Iteration 21Q: 3 clusters Score -1819706 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1819865.375000 Penalty: 953.330627
	Iteration 22Q: 3 clusters Score -1819865 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1820026.500000 Penalty: 953.330627
	Iteration 23Q: 3 clusters Score -1820026 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1820140.375000 Penalty: 953.330627
	Iteration 24Q: 3 clusters Score -1820140 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1820217.875000 Penalty: 953.330627
	Iteration 25Q: 3 clusters Score -1820218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1820300.750000 Penalty: 953.330627
	Iteration 26Q: 3 clusters Score -1820301 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1820366.500000 Penalty: 953.330627
	Iteration 27Q: 3 clusters Score -1820366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1820415.875000 Penalty: 953.330627
	Iteration 28Q: 3 clusters Score -1820416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1820433.875000 Penalty: 953.330627
	Iteration 29Q: 3 clusters Score -1820434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1820463.625000 Penalty: 953.330627
	Iteration 30Q: 3 clusters Score -1820464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1820486.875000 Penalty: 953.330627
	Iteration 31Q: 3 clusters Score -1820487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1820496.500000 Penalty: 953.330627
	Iteration 32Q: 3 clusters Score -1820496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1820507.750000 Penalty: 953.330627
	Iteration 33Q: 3 clusters Score -1820508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1820513.750000 Penalty: 953.330627
	Iteration 34Q: 3 clusters Score -1820514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1820522.500000 Penalty: 953.330627
	Iteration 35Q: 3 clusters Score -1820522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1820527.625000 Penalty: 953.330627
	Iteration 36Q: 3 clusters Score -1820528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1820537.125000 Penalty: 953.330627
	Iteration 37Q: 3 clusters Score -1820537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1820536.125000 Penalty: 953.330627
	Iteration 38Q: 3 clusters Score -1820536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1820536.625000 Penalty: 953.330627
	Iteration 39Q: 3 clusters Score -1820537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1820538.625000 Penalty: 953.330627
	Iteration 40F: 3 clusters Score -1820539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1820538.625000 Penalty: 953.330627
	Iteration 41Q: 3 clusters Score -1820539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1820540.375000 Penalty: 953.330627
	Iteration 42Q: 3 clusters Score -1820540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1820540.125000 Penalty: 953.330627
	Iteration 43Q: 3 clusters Score -1820540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1820541.500000 Penalty: 953.330627
	Iteration 44Q: 3 clusters Score -1820542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1820542.250000 Penalty: 953.330627
	Iteration 45Q: 3 clusters Score -1820542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1820540.625000 Penalty: 953.330627
	Iteration 46Q: 3 clusters Score -1820541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1820540.625000 Penalty: 953.330627
	Iteration 47F: 3 clusters Score -1820541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (123392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123392 members 
Entering Unmasked Estep 
Score: -6207649.500000 Penalty: 533.402039
	Iteration 0F: 2 clusters Score -6207650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -6124570.500000 Penalty: 1066.804077
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Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6164504 nChanged 6105
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Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80978 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -6173662 nChanged 7904
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Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -6180418 nChanged 7232
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Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6186559 nChanged 5717
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Mstep: Class 1 contains 93703 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 98113 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6195843 nChanged 2175
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Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6197262 nChanged 2180
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Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6198622 nChanged 2131
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Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6199894 nChanged 2146
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Mstep: Class 1 contains 99375 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6201021 nChanged 2164
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Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6202172 nChanged 2084
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Mstep: Class 1 contains 98265 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6203221 nChanged 2045
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Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6204260 nChanged 1956
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Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6205174 nChanged 1496
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Mstep: Class 1 contains 95792 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6205682 nChanged 1035
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Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6206184 nChanged 1030
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Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6206506 nChanged 772
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6206616 nChanged 559
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Mstep: Class 1 contains 93856 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6206666 nChanged 560
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Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6206700 nChanged 434
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Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6206710 nChanged 451
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Mstep: Class 1 contains 92441 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6206709 nChanged 414
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Mstep: Class 1 contains 92027 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6206694 nChanged 451
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Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6206690 nChanged 425
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Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6206702 nChanged 363
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Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6206696 nChanged 416
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Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6206674 nChanged 318
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Mstep: Class 1 contains 90054 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6206663 nChanged 351
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Mstep: Class 1 contains 89703 members 
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	Iteration 33Q: 3 clusters Score -6206674 nChanged 417
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Mstep: Class 1 contains 89286 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6206660 nChanged 364
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Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 34470 members 
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	Iteration 35Q: 3 clusters Score -6206666 nChanged 312
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Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6206650 nChanged 435
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Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6206625 nChanged 388
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Mstep: Class 1 contains 87787 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6206606 nChanged 311
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Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -6206621.500000 Penalty: 1066.804077
	Iteration 39Q: 3 clusters Score -6206622 nChanged 298
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Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6206610 nChanged 267
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Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6206572 nChanged 271
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Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6206598 nChanged 317
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Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6206608 nChanged 259
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Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6206614 nChanged 340
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Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 37668 members 
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	Iteration 45Q: 3 clusters Score -6206589 nChanged 336
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Mstep: Class 1 contains 85388 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6206578 nChanged 253
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Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6206564 nChanged 303
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Mstep: Class 1 contains 84832 members 
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	Iteration 48Q: 3 clusters Score -6206610 nChanged 330
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	Iteration 49Q: 3 clusters Score -6206604 nChanged 313
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	Iteration 50Q: 3 clusters Score -6206597 nChanged 205
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6206576 nChanged 343
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Mstep: Class 1 contains 83641 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6206594 nChanged 340
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Mstep: Class 1 contains 83301 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6206602 nChanged 249
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Mstep: Class 1 contains 83052 members 
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	Iteration 54Q: 3 clusters Score -6206606 nChanged 273
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Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 40613 members 
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	Iteration 55Q: 3 clusters Score -6206630 nChanged 263
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Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 40876 members 
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	Iteration 56Q: 3 clusters Score -6206624 nChanged 405
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Mstep: Class 1 contains 82111 members 
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	Iteration 57Q: 3 clusters Score -6206624 nChanged 348
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Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 41629 members 
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	Iteration 58Q: 3 clusters Score -6206624 nChanged 328
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Mstep: Class 1 contains 81435 members 
Mstep: Class 2 contains 41957 members 
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	Iteration 59Q: 3 clusters Score -6206630 nChanged 288
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Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6206638 nChanged 455
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Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 42700 members 
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	Iteration 61Q: 3 clusters Score -6206656 nChanged 347
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Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6206644 nChanged 342
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Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6206639 nChanged 278
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Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 43667 members 
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	Iteration 64Q: 3 clusters Score -6206624 nChanged 277
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Mstep: Class 1 contains 79448 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6206642 nChanged 299
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Mstep: Class 1 contains 79149 members 
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	Iteration 66Q: 3 clusters Score -6206644 nChanged 302
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Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6206672 nChanged 327
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Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 44872 members 
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	Iteration 68Q: 3 clusters Score -6206682 nChanged 353
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Mstep: Class 1 contains 78167 members 
Mstep: Class 2 contains 45225 members 
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	Iteration 69Q: 3 clusters Score -6206678 nChanged 320
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Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 45545 members 
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	Iteration 70Q: 3 clusters Score -6206681 nChanged 368
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Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6206669 nChanged 314
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Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 46227 members 
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	Iteration 72Q: 3 clusters Score -6206667 nChanged 249
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Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 46476 members 
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	Iteration 73Q: 3 clusters Score -6206658 nChanged 255
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Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 46731 members 
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	Iteration 74Q: 3 clusters Score -6206660 nChanged 338
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Mstep: Class 1 contains 76323 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6206662 nChanged 238
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Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 47307 members 
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	Iteration 76Q: 3 clusters Score -6206653 nChanged 344
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Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6206637 nChanged 335
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Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6206626 nChanged 333
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Mstep: Class 1 contains 75073 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6206640 nChanged 299
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Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6206624 nChanged 360
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Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6206629 nChanged 408
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Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 49386 members 
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	Iteration 82Q: 3 clusters Score -6206638 nChanged 370
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Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6206662 nChanged 413
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Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6206651 nChanged 376
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Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6206669 nChanged 475
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Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6206640 nChanged 366
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Mstep: Class 1 contains 72006 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6206634 nChanged 323
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Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6206691 nChanged 493
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Mstep: Class 1 contains 71190 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6206688 nChanged 392
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Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6206706 nChanged 488
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Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6206730 nChanged 517
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Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6206718 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6206702 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6206740 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6206730 nChanged 376
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Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6206720 nChanged 369
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Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6206721 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6206700 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6206694 nChanged 392
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Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6206687 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6206670 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6206657 nChanged 303
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Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6206680 nChanged 413
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Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6206664 nChanged 380
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Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6206672 nChanged 366
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Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6206657 nChanged 298
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Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6206635 nChanged 413
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6206665 nChanged 425
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Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6206682 nChanged 423
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Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6206635 nChanged 383
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Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6206668 nChanged 412
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Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6206679 nChanged 325
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Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6206681 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6206702 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6206696 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6206710 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6206686 nChanged 388
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Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6206667 nChanged 290
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Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6206673 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6206668 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6206686 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6206680 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6206679 nChanged 304
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Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 64563 members 
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	Iteration 124Q: 3 clusters Score -6206667 nChanged 357
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Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6206624 nChanged 281
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Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6206642 nChanged 363
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Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6206610 nChanged 372
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Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6206634 nChanged 394
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Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6206612 nChanged 307
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6206590 nChanged 256
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6206578 nChanged 271
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Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6206597 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6206603 nChanged 380
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Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6206603 nChanged 335
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Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6206606 nChanged 413
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Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6206594 nChanged 422
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 69065 members 
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	Iteration 137Q: 3 clusters Score -6206601 nChanged 398
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Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6206630 nChanged 350
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6206632 nChanged 438
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Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -6206644.000000 Penalty: 1066.804077
	Iteration 140F: 3 clusters Score -6206644 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6206660 nChanged 397
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Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6206636 nChanged 457
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6206638 nChanged 446
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Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6206661 nChanged 392
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Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 72321 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6206686 nChanged 467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6206710 nChanged 493
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6206748 nChanged 527
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6206726 nChanged 554
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Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6206706 nChanged 528
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Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6206698 nChanged 379
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Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6206692 nChanged 443
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Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 75712 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6206708 nChanged 369
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Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 76081 members 
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	Iteration 153Q: 3 clusters Score -6206706 nChanged 418
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Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6206722 nChanged 409
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Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 76908 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6206720 nChanged 412
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Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6206712 nChanged 470
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Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6206718 nChanged 477
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Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6206728 nChanged 454
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Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6206751 nChanged 395
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Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6206768 nChanged 395
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Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6206794 nChanged 444
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Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6206808 nChanged 425
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Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 80380 members 
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	Iteration 163Q: 3 clusters Score -6206801 nChanged 440
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Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 80820 members 
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	Iteration 164Q: 3 clusters Score -6206820 nChanged 370
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Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 81190 members 
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	Iteration 165Q: 3 clusters Score -6206810 nChanged 481
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Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 81671 members 
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	Iteration 166Q: 3 clusters Score -6206821 nChanged 437
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Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 82108 members 
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	Iteration 167Q: 3 clusters Score -6206808 nChanged 433
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Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6206806 nChanged 478
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Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 83019 members 
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	Iteration 169Q: 3 clusters Score -6206790 nChanged 559
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Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 83578 members 
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	Iteration 170Q: 3 clusters Score -6206778 nChanged 456
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Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 84034 members 
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	Iteration 171Q: 3 clusters Score -6206803 nChanged 520
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Mstep: Class 1 contains 38838 members 
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	Iteration 172Q: 3 clusters Score -6206786 nChanged 429
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Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 84983 members 
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	Iteration 173Q: 3 clusters Score -6206826 nChanged 455
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Mstep: Class 1 contains 37954 members 
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	Iteration 174Q: 3 clusters Score -6206826 nChanged 401
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Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6206848 nChanged 437
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Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 86276 members 
Entering Unmasked Estep 
Score: -6206849.500000 Penalty: 1066.804077
	Iteration 176Q: 3 clusters Score -6206850 nChanged 463
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Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6206862 nChanged 523
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Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 87262 members 
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	Iteration 178Q: 3 clusters Score -6206878 nChanged 462
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Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6206871 nChanged 492
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Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6206845 nChanged 573
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Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6206876 nChanged 617
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Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6206858 nChanged 543
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Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6206874 nChanged 576
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Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6206900 nChanged 598
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Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6206930 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 91714 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6206915 nChanged 706
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6206919 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6206904 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 93632 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6206925 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 94297 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6206943 nChanged 602
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -6206941.500000 Penalty: 1066.804077
	Iteration 191Q: 3 clusters Score -6206942 nChanged 633
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 95532 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6206898 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6206860 nChanged 504
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6206864 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 97130 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6206794 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 97594 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6206766 nChanged 510
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Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 98104 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6206809 nChanged 568
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 98672 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6206808 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 99211 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6206843 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -6206816.000000 Penalty: 1066.804077
	Iteration 200F: 3 clusters Score -6206816 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6206800 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -6206757 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -6206767 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6206778 nChanged 559
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 102316 members 
Entering Unmasked Estep 
Score: -6206818.500000 Penalty: 1066.804077
	Iteration 205Q: 3 clusters Score -6206818 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6206847 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -6206845 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 103630 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6206856 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6206862 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 104240 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6206884 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6206880 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 104763 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -6206880 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 104994 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -6206891 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 105334 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -6206904 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 105547 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6206906 nChanged 201
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Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 105748 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -6206874 nChanged 226
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 105974 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -6206888 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -6206912 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -6206914 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 106627 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -6206894 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 106731 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -6206900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 106830 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -6206890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 106898 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -6206890 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 106961 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -6206900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 107046 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -6206883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 107023 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -6206892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 107025 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -6206901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 107064 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -6206885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -6206900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 107134 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -6206883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 107126 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -6206891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 107160 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -6206898 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -6206908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -6206890 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -6206896 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 107617 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -6206881 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -6206889 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 107786 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -6206887 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -6206887 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 107924 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -6206892 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 107965 members 
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	Iteration 241Q: 3 clusters Score -6206888 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -6206892 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 108086 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -6206883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 108124 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -6206890 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 108227 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -6206882 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 108276 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -6206888 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -6206883 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -6206882 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 108443 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -6206892 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -6206888 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 108552 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -6206904 nChanged 90
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Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 108642 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -6206910 nChanged 54
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Mstep: Class 1 contains 14696 members 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -6206904 nChanged 159
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Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 108855 members 
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	Iteration 254Q: 3 clusters Score -6206888 nChanged 103
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Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 108958 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -6206895 nChanged 93
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Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 109051 members 
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	Iteration 256Q: 3 clusters Score -6206886 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 109077 members 
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	Iteration 257Q: 3 clusters Score -6206883 nChanged 66
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Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 109143 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -6206876 nChanged 150
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Mstep: Class 1 contains 14099 members 
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -6206896 nChanged 163
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Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 109456 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -6206865 nChanged 101
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Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 109557 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -6206872 nChanged 175
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Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 109732 members 
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	Iteration 262Q: 3 clusters Score -6206874 nChanged 124
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Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 109856 members 
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	Iteration 263Q: 3 clusters Score -6206860 nChanged 75
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Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 109931 members 
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	Iteration 264Q: 3 clusters Score -6206869 nChanged 97
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Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 110028 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -6206870 nChanged 59
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Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 110087 members 
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	Iteration 266Q: 3 clusters Score -6206874 nChanged 68
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Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 110155 members 
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	Iteration 267Q: 3 clusters Score -6206875 nChanged 75
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Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -6206859 nChanged 37
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Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 110267 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -6206850 nChanged 27
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Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 110294 members 
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	Iteration 270Q: 3 clusters Score -6206858 nChanged 90
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Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 110384 members 
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	Iteration 271Q: 3 clusters Score -6206860 nChanged 61
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Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 110445 members 
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	Iteration 272Q: 3 clusters Score -6206860 nChanged 51
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Mstep: Class 1 contains 12896 members 
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -6206852 nChanged 120
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Mstep: Class 1 contains 12776 members 
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	Iteration 274Q: 3 clusters Score -6206860 nChanged 122
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Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -6206822 nChanged 143
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Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -6206824 nChanged 32
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Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -6206828 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 110910 members 
Entering Unmasked Estep 
Score: -6206818.500000 Penalty: 1066.804077
	Iteration 278Q: 3 clusters Score -6206818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -6206822.000000 Penalty: 1066.804077
	Iteration 279Q: 3 clusters Score -6206822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 111027 members 
Entering Unmasked Estep 
Score: -6206819.500000 Penalty: 1066.804077
	Iteration 280F: 3 clusters Score -6206820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 111064 members 
Entering Unmasked Estep 
Score: -6206819.500000 Penalty: 1066.804077
	Iteration 281Q: 3 clusters Score -6206820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 111077 members 
Entering Unmasked Estep 
Score: -6206817.500000 Penalty: 1066.804077
	Iteration 282Q: 3 clusters Score -6206818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 111135 members 
Entering Unmasked Estep 
Score: -6206813.000000 Penalty: 1066.804077
	Iteration 283Q: 3 clusters Score -6206813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 111165 members 
Entering Unmasked Estep 
Score: -6206803.500000 Penalty: 1066.804077
	Iteration 284Q: 3 clusters Score -6206804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -6206814.500000 Penalty: 1066.804077
	Iteration 285Q: 3 clusters Score -6206814 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -6206815.000000 Penalty: 1066.804077
	Iteration 286Q: 3 clusters Score -6206815 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 111382 members 
Entering Unmasked Estep 
Score: -6206801.500000 Penalty: 1066.804077
	Iteration 287Q: 3 clusters Score -6206802 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 111519 members 
Entering Unmasked Estep 
Score: -6206808.500000 Penalty: 1066.804077
	Iteration 288Q: 3 clusters Score -6206808 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 111664 members 
Entering Unmasked Estep 
Score: -6206796.000000 Penalty: 1066.804077
	Iteration 289Q: 3 clusters Score -6206796 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 111793 members 
Entering Unmasked Estep 
Score: -6206800.000000 Penalty: 1066.804077
	Iteration 290Q: 3 clusters Score -6206800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 111897 members 
Entering Unmasked Estep 
Score: -6206795.500000 Penalty: 1066.804077
	Iteration 291Q: 3 clusters Score -6206796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 112052 members 
Entering Unmasked Estep 
Score: -6206785.000000 Penalty: 1066.804077
	Iteration 292Q: 3 clusters Score -6206785 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 112204 members 
Entering Unmasked Estep 
Score: -6206773.500000 Penalty: 1066.804077
	Iteration 293Q: 3 clusters Score -6206774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
Score: -6206784.000000 Penalty: 1066.804077
	Iteration 294Q: 3 clusters Score -6206784 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 112410 members 
Entering Unmasked Estep 
Score: -6206779.000000 Penalty: 1066.804077
	Iteration 295Q: 3 clusters Score -6206779 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 112513 members 
Entering Unmasked Estep 
Score: -6206768.500000 Penalty: 1066.804077
	Iteration 296Q: 3 clusters Score -6206768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 112535 members 
Entering Unmasked Estep 
Score: -6206793.000000 Penalty: 1066.804077
	Iteration 297Q: 3 clusters Score -6206793 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 112635 members 
Entering Unmasked Estep 
Score: -6206785.500000 Penalty: 1066.804077
	Iteration 298Q: 3 clusters Score -6206786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 112680 members 
Entering Unmasked Estep 
Score: -6206777.000000 Penalty: 1066.804077
	Iteration 299Q: 3 clusters Score -6206777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 112687 members 
Entering Unmasked Estep 
Score: -6206791.500000 Penalty: 1066.804077
	Iteration 300F: 3 clusters Score -6206792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 112724 members 
Entering Unmasked Estep 
Score: -6206791.000000 Penalty: 1066.804077
	Iteration 301Q: 3 clusters Score -6206791 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
Score: -6206781.500000 Penalty: 1066.804077
	Iteration 302Q: 3 clusters Score -6206782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -6206782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 112978 members 
Entering Unmasked Estep 
Score: -6206771.500000 Penalty: 1066.804077
	Iteration 304Q: 3 clusters Score -6206772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 113020 members 
Entering Unmasked Estep 
Score: -6206775.500000 Penalty: 1066.804077
	Iteration 305Q: 3 clusters Score -6206776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 113144 members 
Entering Unmasked Estep 
Score: -6206766.000000 Penalty: 1066.804077
	Iteration 306Q: 3 clusters Score -6206766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 113153 members 
Entering Unmasked Estep 
Score: -6206777.000000 Penalty: 1066.804077
	Iteration 307Q: 3 clusters Score -6206777 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -6206797.500000 Penalty: 1066.804077
	Iteration 308Q: 3 clusters Score -6206798 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 113390 members 
Entering Unmasked Estep 
Score: -6206775.500000 Penalty: 1066.804077
	Iteration 309Q: 3 clusters Score -6206776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 113444 members 
Entering Unmasked Estep 
Score: -6206782.500000 Penalty: 1066.804077
	Iteration 310Q: 3 clusters Score -6206782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 113527 members 
Entering Unmasked Estep 
Score: -6206775.500000 Penalty: 1066.804077
	Iteration 311Q: 3 clusters Score -6206776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 113566 members 
Entering Unmasked Estep 
Score: -6206773.500000 Penalty: 1066.804077
	Iteration 312Q: 3 clusters Score -6206774 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 113646 members 
Entering Unmasked Estep 
Score: -6206757.000000 Penalty: 1066.804077
	Iteration 313Q: 3 clusters Score -6206757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 113684 members 
Entering Unmasked Estep 
Score: -6206752.000000 Penalty: 1066.804077
	Iteration 314Q: 3 clusters Score -6206752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 113706 members 
Entering Unmasked Estep 
Score: -6206763.500000 Penalty: 1066.804077
	Iteration 315Q: 3 clusters Score -6206764 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -6206745.500000 Penalty: 1066.804077
	Iteration 316Q: 3 clusters Score -6206746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -6206733.000000 Penalty: 1066.804077
	Iteration 317Q: 3 clusters Score -6206733 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 113978 members 
Entering Unmasked Estep 
Score: -6206734.500000 Penalty: 1066.804077
	Iteration 318Q: 3 clusters Score -6206734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 114002 members 
Entering Unmasked Estep 
Score: -6206723.500000 Penalty: 1066.804077
	Iteration 319Q: 3 clusters Score -6206724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 114043 members 
Entering Unmasked Estep 
Score: -6206710.000000 Penalty: 1066.804077
	Iteration 320F: 3 clusters Score -6206710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 113983 members 
Entering Unmasked Estep 
Score: -6206728.000000 Penalty: 1066.804077
	Iteration 321Q: 3 clusters Score -6206728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 113962 members 
Entering Unmasked Estep 
Score: -6206729.000000 Penalty: 1066.804077
	Iteration 322Q: 3 clusters Score -6206729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 114037 members 
Entering Unmasked Estep 
Score: -6206721.000000 Penalty: 1066.804077
	Iteration 323Q: 3 clusters Score -6206721 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 114114 members 
Entering Unmasked Estep 
Score: -6206730.000000 Penalty: 1066.804077
	Iteration 324Q: 3 clusters Score -6206730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 114135 members 
Entering Unmasked Estep 
Score: -6206726.000000 Penalty: 1066.804077
	Iteration 325Q: 3 clusters Score -6206726 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 114235 members 
Entering Unmasked Estep 
Score: -6206731.500000 Penalty: 1066.804077
	Iteration 326Q: 3 clusters Score -6206732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 114293 members 
Entering Unmasked Estep 
Score: -6206719.000000 Penalty: 1066.804077
	Iteration 327Q: 3 clusters Score -6206719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 114268 members 
Entering Unmasked Estep 
Score: -6206740.000000 Penalty: 1066.804077
	Iteration 328Q: 3 clusters Score -6206740 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 114340 members 
Entering Unmasked Estep 
Score: -6206728.500000 Penalty: 1066.804077
	Iteration 329Q: 3 clusters Score -6206728 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 114475 members 
Entering Unmasked Estep 
Score: -6206738.500000 Penalty: 1066.804077
	Iteration 330Q: 3 clusters Score -6206738 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 114602 members 
Entering Unmasked Estep 
Score: -6206739.000000 Penalty: 1066.804077
	Iteration 331Q: 3 clusters Score -6206739 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 114691 members 
Entering Unmasked Estep 
Score: -6206715.000000 Penalty: 1066.804077
	Iteration 332Q: 3 clusters Score -6206715 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 114691 members 
Entering Unmasked Estep 
Score: -6206727.000000 Penalty: 1066.804077
	Iteration 333Q: 3 clusters Score -6206727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 114721 members 
Entering Unmasked Estep 
Score: -6206730.500000 Penalty: 1066.804077
	Iteration 334Q: 3 clusters Score -6206730 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 114883 members 
Entering Unmasked Estep 
Score: -6206722.000000 Penalty: 1066.804077
	Iteration 335Q: 3 clusters Score -6206722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 114964 members 
Entering Unmasked Estep 
Score: -6206733.500000 Penalty: 1066.804077
	Iteration 336Q: 3 clusters Score -6206734 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 115058 members 
Entering Unmasked Estep 
Score: -6206731.000000 Penalty: 1066.804077
	Iteration 337Q: 3 clusters Score -6206731 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -6206748.000000 Penalty: 1066.804077
	Iteration 338Q: 3 clusters Score -6206748 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -6206759.000000 Penalty: 1066.804077
	Iteration 339Q: 3 clusters Score -6206759 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 115570 members 
Entering Unmasked Estep 
Score: -6206762.500000 Penalty: 1066.804077
	Iteration 340F: 3 clusters Score -6206762 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 115717 members 
Entering Unmasked Estep 
Score: -6206760.500000 Penalty: 1066.804077
	Iteration 341Q: 3 clusters Score -6206760 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -6206775.500000 Penalty: 1066.804077
	Iteration 342Q: 3 clusters Score -6206776 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 116029 members 
Entering Unmasked Estep 
Score: -6206781.000000 Penalty: 1066.804077
	Iteration 343Q: 3 clusters Score -6206781 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 116171 members 
Entering Unmasked Estep 
Score: -6206779.000000 Penalty: 1066.804077
	Iteration 344Q: 3 clusters Score -6206779 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 116369 members 
Entering Unmasked Estep 
Score: -6206786.000000 Penalty: 1066.804077
	Iteration 345Q: 3 clusters Score -6206786 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 116458 members 
Entering Unmasked Estep 
Score: -6206800.500000 Penalty: 1066.804077
	Iteration 346Q: 3 clusters Score -6206800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 116517 members 
Entering Unmasked Estep 
Score: -6206810.500000 Penalty: 1066.804077
	Iteration 347Q: 3 clusters Score -6206810 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 116733 members 
Entering Unmasked Estep 
Score: -6206801.000000 Penalty: 1066.804077
	Iteration 348Q: 3 clusters Score -6206801 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 116831 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -6206810 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 117023 members 
Entering Unmasked Estep 
Score: -6206822.000000 Penalty: 1066.804077
	Iteration 350Q: 3 clusters Score -6206822 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 117089 members 
Entering Unmasked Estep 
Score: -6206846.000000 Penalty: 1066.804077
	Iteration 351Q: 3 clusters Score -6206846 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
Score: -6206842.000000 Penalty: 1066.804077
	Iteration 352Q: 3 clusters Score -6206842 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -6206863.000000 Penalty: 1066.804077
	Iteration 353Q: 3 clusters Score -6206863 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 117595 members 
Entering Unmasked Estep 
Score: -6206873.500000 Penalty: 1066.804077
	Iteration 354Q: 3 clusters Score -6206874 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 117764 members 
Entering Unmasked Estep 
Score: -6206858.000000 Penalty: 1066.804077
	Iteration 355Q: 3 clusters Score -6206858 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 117893 members 
Entering Unmasked Estep 
Score: -6206869.000000 Penalty: 1066.804077
	Iteration 356Q: 3 clusters Score -6206869 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 118024 members 
Entering Unmasked Estep 
Score: -6206870.000000 Penalty: 1066.804077
	Iteration 357Q: 3 clusters Score -6206870 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 118174 members 
Entering Unmasked Estep 
Score: -6206878.000000 Penalty: 1066.804077
	Iteration 358Q: 3 clusters Score -6206878 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 118314 members 
Entering Unmasked Estep 
Score: -6206894.500000 Penalty: 1066.804077
	Iteration 359Q: 3 clusters Score -6206894 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -6206909.500000 Penalty: 1066.804077
	Iteration 360F: 3 clusters Score -6206910 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 118542 members 
Entering Unmasked Estep 
Score: -6206904.000000 Penalty: 1066.804077
	Iteration 361Q: 3 clusters Score -6206904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 118608 members 
Entering Unmasked Estep 
Score: -6206912.000000 Penalty: 1066.804077
	Iteration 362Q: 3 clusters Score -6206912 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 118685 members 
Entering Unmasked Estep 
Score: -6206922.500000 Penalty: 1066.804077
	Iteration 363Q: 3 clusters Score -6206922 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 118856 members 
Entering Unmasked Estep 
Score: -6206957.500000 Penalty: 1066.804077
	Iteration 364Q: 3 clusters Score -6206958 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 119019 members 
Entering Unmasked Estep 
Score: -6206935.000000 Penalty: 1066.804077
	Iteration 365Q: 3 clusters Score -6206935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 119077 members 
Entering Unmasked Estep 
Score: -6206938.500000 Penalty: 1066.804077
	Iteration 366Q: 3 clusters Score -6206938 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 119194 members 
Entering Unmasked Estep 
Score: -6206956.500000 Penalty: 1066.804077
	Iteration 367Q: 3 clusters Score -6206956 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 119324 members 
Entering Unmasked Estep 
Score: -6206962.000000 Penalty: 1066.804077
	Iteration 368Q: 3 clusters Score -6206962 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 119526 members 
Entering Unmasked Estep 
Score: -6206975.500000 Penalty: 1066.804077
	Iteration 369Q: 3 clusters Score -6206976 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 119706 members 
Entering Unmasked Estep 
Score: -6206981.000000 Penalty: 1066.804077
	Iteration 370Q: 3 clusters Score -6206981 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 119851 members 
Entering Unmasked Estep 
Score: -6206976.000000 Penalty: 1066.804077
	Iteration 371Q: 3 clusters Score -6206976 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 119961 members 
Entering Unmasked Estep 
Score: -6206947.000000 Penalty: 1066.804077
	Iteration 372Q: 3 clusters Score -6206947 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 119961 members 
Entering Unmasked Estep 
Score: -6206955.000000 Penalty: 1066.804077
	Iteration 373Q: 3 clusters Score -6206955 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 119947 members 
Entering Unmasked Estep 
Score: -6206981.500000 Penalty: 1066.804077
	Iteration 374Q: 3 clusters Score -6206982 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 120074 members 
Entering Unmasked Estep 
Score: -6206973.500000 Penalty: 1066.804077
	Iteration 375Q: 3 clusters Score -6206974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 120101 members 
Entering Unmasked Estep 
Score: -6206975.500000 Penalty: 1066.804077
	Iteration 376Q: 3 clusters Score -6206976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 120151 members 
Entering Unmasked Estep 
Score: -6206984.000000 Penalty: 1066.804077
	Iteration 377Q: 3 clusters Score -6206984 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -6207004.000000 Penalty: 1066.804077
	Iteration 378Q: 3 clusters Score -6207004 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 120544 members 
Entering Unmasked Estep 
Score: -6207015.500000 Penalty: 1066.804077
	Iteration 379Q: 3 clusters Score -6207016 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 120655 members 
Entering Unmasked Estep 
Score: -6207031.000000 Penalty: 1066.804077
	Iteration 380F: 3 clusters Score -6207031 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 120877 members 
Entering Unmasked Estep 
Score: -6207037.000000 Penalty: 1066.804077
	Iteration 381Q: 3 clusters Score -6207037 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 121118 members 
Entering Unmasked Estep 
Score: -6207075.500000 Penalty: 1066.804077
	Iteration 382Q: 3 clusters Score -6207076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 121226 members 
Entering Unmasked Estep 
Score: -6207086.000000 Penalty: 1066.804077
	Iteration 383Q: 3 clusters Score -6207086 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 121346 members 
Entering Unmasked Estep 
Score: -6207134.000000 Penalty: 1066.804077
	Iteration 384Q: 3 clusters Score -6207134 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 121510 members 
Entering Unmasked Estep 
Score: -6207164.000000 Penalty: 1066.804077
	Iteration 385Q: 3 clusters Score -6207164 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 121594 members 
Entering Unmasked Estep 
Score: -6207191.000000 Penalty: 1066.804077
	Iteration 386Q: 3 clusters Score -6207191 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 121724 members 
Entering Unmasked Estep 
Score: -6207200.000000 Penalty: 1066.804077
	Iteration 387Q: 3 clusters Score -6207200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 121824 members 
Entering Unmasked Estep 
Score: -6207216.500000 Penalty: 1066.804077
	Iteration 388Q: 3 clusters Score -6207216 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 121900 members 
Entering Unmasked Estep 
Score: -6207230.500000 Penalty: 1066.804077
	Iteration 389Q: 3 clusters Score -6207230 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 122066 members 
Entering Unmasked Estep 
Score: -6207243.500000 Penalty: 1066.804077
	Iteration 390Q: 3 clusters Score -6207244 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 122124 members 
Entering Unmasked Estep 
Score: -6207252.500000 Penalty: 1066.804077
	Iteration 391Q: 3 clusters Score -6207252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 122172 members 
Entering Unmasked Estep 
Score: -6207256.000000 Penalty: 1066.804077
	Iteration 392Q: 3 clusters Score -6207256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 122229 members 
Entering Unmasked Estep 
Score: -6207261.000000 Penalty: 1066.804077
	Iteration 393Q: 3 clusters Score -6207261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 122263 members 
Entering Unmasked Estep 
Score: -6207279.000000 Penalty: 1066.804077
	Iteration 394Q: 3 clusters Score -6207279 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 122315 members 
Entering Unmasked Estep 
Score: -6207271.000000 Penalty: 1066.804077
	Iteration 395Q: 3 clusters Score -6207271 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -6207273.000000 Penalty: 1066.804077
	Iteration 396Q: 3 clusters Score -6207273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 122407 members 
Entering Unmasked Estep 
Score: -6207270.000000 Penalty: 1066.804077
	Iteration 397Q: 3 clusters Score -6207270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 122432 members 
Entering Unmasked Estep 
Score: -6207278.000000 Penalty: 1066.804077
	Iteration 398Q: 3 clusters Score -6207278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 122442 members 
Entering Unmasked Estep 
Score: -6207282.000000 Penalty: 1066.804077
	Iteration 399Q: 3 clusters Score -6207282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 122457 members 
Entering Unmasked Estep 
Score: -6207284.500000 Penalty: 1066.804077
	Iteration 400F: 3 clusters Score -6207284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -6207291.500000 Penalty: 1066.804077
	Iteration 401Q: 3 clusters Score -6207292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 122488 members 
Entering Unmasked Estep 
Score: -6207279.500000 Penalty: 1066.804077
	Iteration 402Q: 3 clusters Score -6207280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 122503 members 
Entering Unmasked Estep 
Score: -6207288.000000 Penalty: 1066.804077
	Iteration 403Q: 3 clusters Score -6207288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 122525 members 
Entering Unmasked Estep 
Score: -6207294.500000 Penalty: 1066.804077
	Iteration 404Q: 3 clusters Score -6207294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 122543 members 
Entering Unmasked Estep 
Score: -6207280.000000 Penalty: 1066.804077
	Iteration 405Q: 3 clusters Score -6207280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 122574 members 
Entering Unmasked Estep 
Score: -6207286.500000 Penalty: 1066.804077
	Iteration 406Q: 3 clusters Score -6207286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 122591 members 
Entering Unmasked Estep 
Score: -6207288.000000 Penalty: 1066.804077
	Iteration 407Q: 3 clusters Score -6207288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 122602 members 
Entering Unmasked Estep 
Score: -6207288.500000 Penalty: 1066.804077
	Iteration 408Q: 3 clusters Score -6207288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 122613 members 
Entering Unmasked Estep 
Score: -6207295.000000 Penalty: 1066.804077
	Iteration 409Q: 3 clusters Score -6207295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -6207302.000000 Penalty: 1066.804077
	Iteration 410Q: 3 clusters Score -6207302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 122639 members 
Entering Unmasked Estep 
Score: -6207297.000000 Penalty: 1066.804077
	Iteration 411Q: 3 clusters Score -6207297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 122667 members 
Entering Unmasked Estep 
Score: -6207302.000000 Penalty: 1066.804077
	Iteration 412Q: 3 clusters Score -6207302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 122671 members 
Entering Unmasked Estep 
Score: -6207304.500000 Penalty: 1066.804077
	Iteration 413Q: 3 clusters Score -6207304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 122680 members 
Entering Unmasked Estep 
Score: -6207309.500000 Penalty: 1066.804077
	Iteration 414Q: 3 clusters Score -6207310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 122691 members 
Entering Unmasked Estep 
Score: -6207308.000000 Penalty: 1066.804077
	Iteration 415Q: 3 clusters Score -6207308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 122701 members 
Entering Unmasked Estep 
Score: -6207310.000000 Penalty: 1066.804077
	Iteration 416Q: 3 clusters Score -6207310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 122699 members 
Entering Unmasked Estep 
Score: -6207322.000000 Penalty: 1066.804077
	Iteration 417Q: 3 clusters Score -6207322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 122703 members 
Entering Unmasked Estep 
Score: -6207322.000000 Penalty: 1066.804077
	Iteration 418Q: 3 clusters Score -6207322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -6207319.000000 Penalty: 1066.804077
	Iteration 419Q: 3 clusters Score -6207319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 122704 members 
Entering Unmasked Estep 
Score: -6207317.000000 Penalty: 1066.804077
	Iteration 420F: 3 clusters Score -6207317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 122712 members 
Entering Unmasked Estep 
Score: -6207317.500000 Penalty: 1066.804077
	Iteration 421Q: 3 clusters Score -6207318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 122709 members 
Entering Unmasked Estep 
Score: -6207317.500000 Penalty: 1066.804077
	Iteration 422Q: 3 clusters Score -6207318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 122709 members 
Entering Unmasked Estep 
Score: -6207320.500000 Penalty: 1066.804077
	Iteration 423Q: 3 clusters Score -6207320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 122709 members 
Entering Unmasked Estep 
Score: -6207320.500000 Penalty: 1066.804077
	Iteration 424F: 3 clusters Score -6207320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -10294.301758 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -10294.3 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 98 members 
Entering Unmasked Estep 
Score: -10001.699219 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -10001.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10083.138672 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -10083.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10098.422852 Penalty: 480.771515
	Iteration 2Q: 3 clusters Score -10098.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10104.458984 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -10104.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10106.383789 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -10106.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10107.636719 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -10107.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10107.636719 Penalty: 480.771515
	Iteration 6F: 3 clusters Score -10107.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -14316.897461 Penalty: 265.083008
	Iteration 0F: 2 clusters Score -14316.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13961.988281 Penalty: 530.166016
	Iteration 0F: 3 clusters Score -13961.99 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14233.591797 Penalty: 530.166016
	Iteration 1F: 3 clusters Score -14233.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14334.131836 Penalty: 530.166016
	Iteration 2F: 3 clusters Score -14334.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14394.181641 Penalty: 530.166016
	Iteration 3Q: 3 clusters Score -14394.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14435.255859 Penalty: 530.166016
	Iteration 4Q: 3 clusters Score -14435.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14443.399414 Penalty: 530.166016
	Iteration 5Q: 3 clusters Score -14443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14453.296875 Penalty: 530.166016
	Iteration 6Q: 3 clusters Score -14453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14457.271484 Penalty: 530.166016
	Iteration 7Q: 3 clusters Score -14457.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14457.271484 Penalty: 530.166016
	Iteration 8F: 3 clusters Score -14457.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 95511 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 17184 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20930 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 20953 members 
Mstep: Class 9 contains 33629 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 98022 members 
Mstep: Class 14 contains 216424 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 32848 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2444 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182769 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 42261 members 
Mstep: Class 29 contains 3382 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 167993 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1332 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 5782 members 
Mstep: Class 37 contains 34811 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37503 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 171184 members 
Mstep: Class 43 contains 11095 members 
Mstep: Class 44 contains 9658 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7651 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 19641 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1085 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 59 contains 221 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 198317 members 
Mstep: Class 65 contains 16535 members 
Mstep: Class 66 contains 82028 members 
Mstep: Class 67 contains 2673 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 35460 members 
Mstep: Class 72 contains 123392 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 118 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 218056 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
Score: -90784144.000000 Penalty: 52089.089844
Splitting cluster 74 changes total score from -90784008.000000 to -90784144.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 75 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -89593.445312 Penalty: 340.793671
	Iteration 0F: 2 clusters Score -89593.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -88266.156250 Penalty: 681.587341
	Iteration 0F: 3 clusters Score -88266.16 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -88714.875000 Penalty: 681.587341
	Iteration 1F: 3 clusters Score -88714.88 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -88843.953125 Penalty: 681.587341
	Iteration 2F: 3 clusters Score -88843.95 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -88942.507812 Penalty: 681.587341
	Iteration 3F: 3 clusters Score -88942.51 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -89011.710938 Penalty: 681.587341
	Iteration 4F: 3 clusters Score -89011.71 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -89087.226562 Penalty: 681.587341
	Iteration 5F: 3 clusters Score -89087.23 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -89148.781250 Penalty: 681.587341
	Iteration 6Q: 3 clusters Score -89148.78 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -89194.953125 Penalty: 681.587341
	Iteration 7Q: 3 clusters Score -89194.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -89243.671875 Penalty: 681.587341
	Iteration 8Q: 3 clusters Score -89243.67 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -89288.187500 Penalty: 681.587341
	Iteration 9Q: 3 clusters Score -89288.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -89327.023438 Penalty: 681.587341
	Iteration 10Q: 3 clusters Score -89327.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -89362.054688 Penalty: 681.587341
	Iteration 11Q: 3 clusters Score -89362.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -89385.242188 Penalty: 681.587341
	Iteration 12Q: 3 clusters Score -89385.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -89393.781250 Penalty: 681.587341
	Iteration 13Q: 3 clusters Score -89393.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -89400.546875 Penalty: 681.587341
	Iteration 14Q: 3 clusters Score -89400.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89406.679688 Penalty: 681.587341
	Iteration 15Q: 3 clusters Score -89406.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -89412.953125 Penalty: 681.587341
	Iteration 16Q: 3 clusters Score -89412.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89417.234375 Penalty: 681.587341
	Iteration 17Q: 3 clusters Score -89417.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89420.265625 Penalty: 681.587341
	Iteration 18Q: 3 clusters Score -89420.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89423.656250 Penalty: 681.587341
	Iteration 19Q: 3 clusters Score -89423.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89425.242188 Penalty: 681.587341
	Iteration 20F: 3 clusters Score -89425.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -89426.421875 Penalty: 681.587341
	Iteration 21Q: 3 clusters Score -89426.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -89427.578125 Penalty: 681.587341
	Iteration 22Q: 3 clusters Score -89427.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -89428.226562 Penalty: 681.587341
	Iteration 23Q: 3 clusters Score -89428.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89428.476562 Penalty: 681.587341
	Iteration 24Q: 3 clusters Score -89428.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89428.703125 Penalty: 681.587341
	Iteration 25Q: 3 clusters Score -89428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -89429.101562 Penalty: 681.587341
	Iteration 26Q: 3 clusters Score -89429.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -89429.101562 Penalty: 681.587341
	Iteration 27F: 3 clusters Score -89429.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (218056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218056 members 
Entering Unmasked Estep 
Score: -10878269.000000 Penalty: 559.309082
	Iteration 0F: 2 clusters Score -1.087827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108811 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -10734889.000000 Penalty: 1118.618164
	Iteration 0F: 3 clusters Score -1.073489e+07 nChanged 107469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 121862 members 
Entering Unmasked Estep 
Score: -10800834.000000 Penalty: 1118.618164
	Iteration 1F: 3 clusters Score -1.080083e+07 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 130889 members 
Entering Unmasked Estep 
Score: -10804837.000000 Penalty: 1118.618164
	Iteration 2Q: 3 clusters Score -1.080484e+07 nChanged 14200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 144743 members 
Entering Unmasked Estep 
Score: -10812645.000000 Penalty: 1118.618164
	Iteration 3F: 3 clusters Score -1.081264e+07 nChanged 19348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 164003 members 
Entering Unmasked Estep 
Score: -10827299.000000 Penalty: 1118.618164
	Iteration 4F: 3 clusters Score -1.08273e+07 nChanged 22117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 186108 members 
Entering Unmasked Estep 
Score: -10848287.000000 Penalty: 1118.618164
	Iteration 5F: 3 clusters Score -1.084829e+07 nChanged 18281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 204387 members 
Entering Unmasked Estep 
Score: -10866863.000000 Penalty: 1118.618164
	Iteration 6F: 3 clusters Score -1.086686e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 213920 members 
Entering Unmasked Estep 
Score: -10874950.000000 Penalty: 1118.618164
	Iteration 7Q: 3 clusters Score -1.087495e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 216947 members 
Entering Unmasked Estep 
Score: -10877036.000000 Penalty: 1118.618164
	Iteration 8Q: 3 clusters Score -1.087704e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 217744 members 
Entering Unmasked Estep 
Score: -10877578.000000 Penalty: 1118.618164
	Iteration 9Q: 3 clusters Score -1.087758e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 217932 members 
Entering Unmasked Estep 
Score: -10877712.000000 Penalty: 1118.618164
	Iteration 10Q: 3 clusters Score -1.087771e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 217962 members 
Entering Unmasked Estep 
Score: -10877758.000000 Penalty: 1118.618164
	Iteration 11Q: 3 clusters Score -1.087776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 217972 members 
Entering Unmasked Estep 
Score: -10877778.000000 Penalty: 1118.618164
	Iteration 12Q: 3 clusters Score -1.087778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 217975 members 
Entering Unmasked Estep 
Score: -10877786.000000 Penalty: 1118.618164
	Iteration 13Q: 3 clusters Score -1.087779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 217976 members 
Entering Unmasked Estep 
Score: -10877794.000000 Penalty: 1118.618164
	Iteration 14Q: 3 clusters Score -1.087779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 217975 members 
Entering Unmasked Estep 
Score: -10877802.000000 Penalty: 1118.618164
	Iteration 15Q: 3 clusters Score -1.08778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 217974 members 
Entering Unmasked Estep 
Score: -10877809.000000 Penalty: 1118.618164
	Iteration 16Q: 3 clusters Score -1.087781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 217971 members 
Entering Unmasked Estep 
Score: -10877819.000000 Penalty: 1118.618164
	Iteration 17Q: 3 clusters Score -1.087782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 217970 members 
Entering Unmasked Estep 
Score: -10877822.000000 Penalty: 1118.618164
	Iteration 18Q: 3 clusters Score -1.087782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 217969 members 
Entering Unmasked Estep 
Score: -10877820.000000 Penalty: 1118.618164
	Iteration 19Q: 3 clusters Score -1.087782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 217969 members 
Entering Unmasked Estep 
Score: -10877820.000000 Penalty: 1118.618164
	Iteration 20F: 3 clusters Score -1.087782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -8177.085938 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -8177.086 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 128 members 
Entering Unmasked Estep 
Score: -7858.932617 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -7858.933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7938.161621 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -7938.162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7959.756836 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -7959.757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7984.969727 Penalty: 506.022034
	Iteration 3F: 3 clusters Score -7984.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7990.518066 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -7990.518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7995.802246 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -7995.802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8000.241699 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -8000.242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8007.965332 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -8007.965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8015.717773 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -8015.718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8022.696289 Penalty: 506.022034
	Iteration 9Q: 3 clusters Score -8022.696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8036.993164 Penalty: 506.022034
	Iteration 10Q: 3 clusters Score -8036.993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8042.685059 Penalty: 506.022034
	Iteration 11Q: 3 clusters Score -8042.685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8047.655762 Penalty: 506.022034
	Iteration 12Q: 3 clusters Score -8047.656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8053.641113 Penalty: 506.022034
	Iteration 13Q: 3 clusters Score -8053.641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8055.148926 Penalty: 506.022034
	Iteration 14Q: 3 clusters Score -8055.149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8055.148926 Penalty: 506.022034
	Iteration 15F: 3 clusters Score -8055.149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -18073.558594 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -18073.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17673.419922 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -17673.42 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17804.699219 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -17804.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17853.417969 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -17853.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17876.800781 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -17876.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17890.078125 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -17890.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17895.230469 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -17895.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17901.408203 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -17901.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17904.044922 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -17904.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17905.775391 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -17905.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17906.585938 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -17906.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17907.607422 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -17907.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17907.607422 Penalty: 535.128540
	Iteration 11F: 3 clusters Score -17907.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -14573.388672 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -14573.39 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 165 members 
Entering Unmasked Estep 
Score: -14213.221680 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -14213.22 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14346.357422 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -14346.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14408.469727 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -14408.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14441.251953 Penalty: 524.346680
	Iteration 3Q: 3 clusters Score -14441.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14450.337891 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -14450.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14461.838867 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -14461.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14469.571289 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -14469.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14471.519531 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -14471.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14473.365234 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -14473.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14477.753906 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -14477.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14479.591797 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -14479.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14479.591797 Penalty: 524.346680
	Iteration 11F: 3 clusters Score -14479.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 95511 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 17184 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20930 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 20953 members 
Mstep: Class 9 contains 33629 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 98022 members 
Mstep: Class 14 contains 216424 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 32848 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2444 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 1321 members 
Mstep: Class 25 contains 182769 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 42261 members 
Mstep: Class 29 contains 3382 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 167993 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1332 members 
Mstep: Class 34 contains 970 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 5782 members 
Mstep: Class 37 contains 34811 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37503 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 171184 members 
Mstep: Class 43 contains 11095 members 
Mstep: Class 44 contains 9658 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7651 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 19641 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1085 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 188 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 198317 members 
Mstep: Class 65 contains 16535 members 
Mstep: Class 66 contains 82028 members 
Mstep: Class 67 contains 2673 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 35460 members 
Mstep: Class 72 contains 123392 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 118 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 218056 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90784344.000000 Penalty: 52089.089844
Iteration 359Q: 80 clusters Score -9.078434e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 95477 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 17339 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20925 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 21048 members 
Mstep: Class 9 contains 33498 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 97948 members 
Mstep: Class 14 contains 216434 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 1329 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 32616 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 2679 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182690 members 
Mstep: Class 26 contains 4550 members 
Mstep: Class 27 contains 2402 members 
Mstep: Class 28 contains 42254 members 
Mstep: Class 29 contains 3386 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 168533 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 972 members 
Mstep: Class 35 contains 857 members 
Mstep: Class 36 contains 5780 members 
Mstep: Class 37 contains 35024 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37502 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 171468 members 
Mstep: Class 43 contains 11091 members 
Mstep: Class 44 contains 9513 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7660 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 19212 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1086 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 141 members 
Mstep: Class 59 contains 215 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 660 members 
Mstep: Class 64 contains 198320 members 
Mstep: Class 65 contains 16507 members 
Mstep: Class 66 contains 81309 members 
Mstep: Class 67 contains 2666 members 
Mstep: Class 68 contains 167 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 35152 members 
Mstep: Class 72 contains 124275 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 111 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 218109 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90784872.000000 Penalty: 52089.089844
Iteration 360F: 80 clusters Score -9.078487e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 95468 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 17500 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20926 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 21159 members 
Mstep: Class 9 contains 33392 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 97864 members 
Mstep: Class 14 contains 216428 members 
Mstep: Class 15 contains 3690 members 
Mstep: Class 16 contains 1329 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 32327 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182553 members 
Mstep: Class 26 contains 4539 members 
Mstep: Class 27 contains 2395 members 
Mstep: Class 28 contains 42245 members 
Mstep: Class 29 contains 3387 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 169086 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1330 members 
Mstep: Class 34 contains 969 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 35222 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37502 members 
Mstep: Class 40 contains 381 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 171784 members 
Mstep: Class 43 contains 11083 members 
Mstep: Class 44 contains 9371 members 
Mstep: Class 45 contains 145 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7670 members 
Mstep: Class 48 contains 444 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 18718 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1085 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 233 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 659 members 
Mstep: Class 64 contains 198310 members 
Mstep: Class 65 contains 16482 members 
Mstep: Class 66 contains 80631 members 
Mstep: Class 67 contains 2660 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 34831 members 
Mstep: Class 72 contains 125205 members 
Mstep: Class 73 contains 197 members 
Mstep: Class 74 contains 110 members 
Mstep: Class 75 contains 1788 members 
Mstep: Class 76 contains 218211 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90785184.000000 Penalty: 52089.089844
Iteration 361Q: 80 clusters Score -9.078518e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 95435 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 17658 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20933 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 21279 members 
Mstep: Class 9 contains 33263 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 97813 members 
Mstep: Class 14 contains 216421 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 32035 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2443 members 
Mstep: Class 23 contains 2662 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182346 members 
Mstep: Class 26 contains 4537 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 42235 members 
Mstep: Class 29 contains 3391 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 169721 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1330 members 
Mstep: Class 34 contains 968 members 
Mstep: Class 35 contains 856 members 
Mstep: Class 36 contains 5774 members 
Mstep: Class 37 contains 35387 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37497 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 172187 members 
Mstep: Class 43 contains 11069 members 
Mstep: Class 44 contains 9225 members 
Mstep: Class 45 contains 144 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7686 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 18354 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1085 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 239 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 661 members 
Mstep: Class 64 contains 198290 members 
Mstep: Class 65 contains 16454 members 
Mstep: Class 66 contains 79796 members 
Mstep: Class 67 contains 2666 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 34530 members 
Mstep: Class 72 contains 126154 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 108 members 
Mstep: Class 75 contains 1789 members 
Mstep: Class 76 contains 218234 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90785384.000000 Penalty: 52089.089844
Iteration 362Q: 80 clusters Score -9.078538e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 95412 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 17815 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20934 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 21421 members 
Mstep: Class 9 contains 33136 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1593 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 97762 members 
Mstep: Class 14 contains 216435 members 
Mstep: Class 15 contains 3628 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 31743 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2434 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182138 members 
Mstep: Class 26 contains 4534 members 
Mstep: Class 27 contains 2392 members 
Mstep: Class 28 contains 42213 members 
Mstep: Class 29 contains 3395 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 170321 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 858 members 
Mstep: Class 36 contains 5768 members 
Mstep: Class 37 contains 35576 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37496 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 172591 members 
Mstep: Class 43 contains 11061 members 
Mstep: Class 44 contains 9063 members 
Mstep: Class 45 contains 144 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7703 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 17917 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1084 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 243 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 663 members 
Mstep: Class 64 contains 198293 members 
Mstep: Class 65 contains 16400 members 
Mstep: Class 66 contains 79152 members 
Mstep: Class 67 contains 2670 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 34257 members 
Mstep: Class 72 contains 127016 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 108 members 
Mstep: Class 75 contains 1789 members 
Mstep: Class 76 contains 218195 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786320.000000 Penalty: 52089.089844
Iteration 363Q: 80 clusters Score -9.078632e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 95375 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20931 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 21546 members 
Mstep: Class 9 contains 33010 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 97738 members 
Mstep: Class 14 contains 216450 members 
Mstep: Class 15 contains 3597 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 31407 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 2649 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181982 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 42188 members 
Mstep: Class 29 contains 3401 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 170902 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1336 members 
Mstep: Class 34 contains 966 members 
Mstep: Class 35 contains 859 members 
Mstep: Class 36 contains 5762 members 
Mstep: Class 37 contains 35799 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37495 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 173092 members 
Mstep: Class 43 contains 11041 members 
Mstep: Class 44 contains 8918 members 
Mstep: Class 45 contains 144 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7707 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 17623 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1085 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 250 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 663 members 
Mstep: Class 64 contains 198300 members 
Mstep: Class 65 contains 16327 members 
Mstep: Class 66 contains 78412 members 
Mstep: Class 67 contains 2665 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 34023 members 
Mstep: Class 72 contains 127813 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 108 members 
Mstep: Class 75 contains 1788 members 
Mstep: Class 76 contains 218047 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786760.000000 Penalty: 52089.089844
Iteration 364Q: 80 clusters Score -9.078676e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 95358 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 18084 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20932 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 21664 members 
Mstep: Class 9 contains 32899 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 97702 members 
Mstep: Class 14 contains 216465 members 
Mstep: Class 15 contains 3548 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 31059 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2412 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181917 members 
Mstep: Class 26 contains 4537 members 
Mstep: Class 27 contains 2395 members 
Mstep: Class 28 contains 42162 members 
Mstep: Class 29 contains 3407 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 171502 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 965 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 5758 members 
Mstep: Class 37 contains 36036 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37492 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 173624 members 
Mstep: Class 43 contains 11025 members 
Mstep: Class 44 contains 8769 members 
Mstep: Class 45 contains 144 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7702 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 17330 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1085 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 259 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 661 members 
Mstep: Class 64 contains 198347 members 
Mstep: Class 65 contains 16248 members 
Mstep: Class 66 contains 77731 members 
Mstep: Class 67 contains 2665 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 164 members 
Mstep: Class 71 contains 33793 members 
Mstep: Class 72 contains 128442 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 108 members 
Mstep: Class 75 contains 1788 members 
Mstep: Class 76 contains 217846 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787024.000000 Penalty: 52089.089844
Iteration 365Q: 80 clusters Score -9.078702e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 95333 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 18215 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20938 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 21788 members 
Mstep: Class 9 contains 32815 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 97669 members 
Mstep: Class 14 contains 216486 members 
Mstep: Class 15 contains 3512 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 30738 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181648 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 2400 members 
Mstep: Class 28 contains 42154 members 
Mstep: Class 29 contains 3409 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 172082 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1332 members 
Mstep: Class 34 contains 965 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 5757 members 
Mstep: Class 37 contains 36299 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37491 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 174153 members 
Mstep: Class 43 contains 11015 members 
Mstep: Class 44 contains 8636 members 
Mstep: Class 45 contains 143 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7691 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 17155 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1085 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 264 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 658 members 
Mstep: Class 64 contains 198328 members 
Mstep: Class 65 contains 16145 members 
Mstep: Class 66 contains 77020 members 
Mstep: Class 67 contains 2655 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 165 members 
Mstep: Class 71 contains 33576 members 
Mstep: Class 72 contains 129274 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 110 members 
Mstep: Class 75 contains 1790 members 
Mstep: Class 76 contains 217531 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787504.000000 Penalty: 52089.089844
Iteration 366Q: 80 clusters Score -9.07875e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 95303 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 18340 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 20934 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 21922 members 
Mstep: Class 9 contains 32742 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1633 members 
Mstep: Class 12 contains 2298 members 
Mstep: Class 13 contains 97643 members 
Mstep: Class 14 contains 216483 members 
Mstep: Class 15 contains 3487 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 30371 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181580 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 2398 members 
Mstep: Class 28 contains 42149 members 
Mstep: Class 29 contains 3404 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 172624 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1324 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 866 members 
Mstep: Class 36 contains 5757 members 
Mstep: Class 37 contains 36513 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37494 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 174731 members 
Mstep: Class 43 contains 11012 members 
Mstep: Class 44 contains 8539 members 
Mstep: Class 45 contains 142 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7692 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 16692 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1086 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 273 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 657 members 
Mstep: Class 64 contains 198307 members 
Mstep: Class 65 contains 16055 members 
Mstep: Class 66 contains 76316 members 
Mstep: Class 67 contains 2649 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 33392 members 
Mstep: Class 72 contains 129990 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 111 members 
Mstep: Class 75 contains 1789 members 
Mstep: Class 76 contains 217416 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787400.000000 Penalty: 52089.089844
Iteration 367Q: 80 clusters Score -9.07874e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 95258 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 18479 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20937 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 22072 members 
Mstep: Class 9 contains 32669 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1638 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 97597 members 
Mstep: Class 14 contains 216484 members 
Mstep: Class 15 contains 3462 members 
Mstep: Class 16 contains 1335 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 29967 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2381 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181393 members 
Mstep: Class 26 contains 4534 members 
Mstep: Class 27 contains 2401 members 
Mstep: Class 28 contains 42140 members 
Mstep: Class 29 contains 3403 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 173123 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1323 members 
Mstep: Class 34 contains 962 members 
Mstep: Class 35 contains 868 members 
Mstep: Class 36 contains 5757 members 
Mstep: Class 37 contains 36727 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37493 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 175270 members 
Mstep: Class 43 contains 11007 members 
Mstep: Class 44 contains 8463 members 
Mstep: Class 45 contains 139 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 7694 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 16609 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1086 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 657 members 
Mstep: Class 64 contains 198218 members 
Mstep: Class 65 contains 15973 members 
Mstep: Class 66 contains 75690 members 
Mstep: Class 67 contains 2645 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 33248 members 
Mstep: Class 72 contains 130651 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 111 members 
Mstep: Class 75 contains 1791 members 
Mstep: Class 76 contains 217108 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787632.000000 Penalty: 52089.089844
Iteration 368Q: 80 clusters Score -9.078763e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 95227 members 
Mstep: Class 3 contains 1415 members 
Mstep: Class 4 contains 18608 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20933 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 22211 members 
Mstep: Class 9 contains 32620 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1638 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 97567 members 
Mstep: Class 14 contains 216464 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 29588 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2379 members 
Mstep: Class 23 contains 2620 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181270 members 
Mstep: Class 26 contains 4530 members 
Mstep: Class 27 contains 2400 members 
Mstep: Class 28 contains 42138 members 
Mstep: Class 29 contains 3400 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 173688 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1323 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 874 members 
Mstep: Class 36 contains 5755 members 
Mstep: Class 37 contains 36934 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37495 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 175797 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 8370 members 
Mstep: Class 45 contains 137 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 7700 members 
Mstep: Class 48 contains 445 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 16450 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1086 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 287 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 249 members 
Mstep: Class 63 contains 656 members 
Mstep: Class 64 contains 198162 members 
Mstep: Class 65 contains 15894 members 
Mstep: Class 66 contains 74951 members 
Mstep: Class 67 contains 2643 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 33102 members 
Mstep: Class 72 contains 131352 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1792 members 
Mstep: Class 76 contains 216799 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90788280.000000 Penalty: 52089.089844
Iteration 369Q: 80 clusters Score -9.078828e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 95188 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 18746 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20935 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 22367 members 
Mstep: Class 9 contains 32583 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2298 members 
Mstep: Class 13 contains 97539 members 
Mstep: Class 14 contains 216465 members 
Mstep: Class 15 contains 3406 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 29193 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181242 members 
Mstep: Class 26 contains 4522 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 42123 members 
Mstep: Class 29 contains 3400 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 174187 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1317 members 
Mstep: Class 34 contains 960 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 5756 members 
Mstep: Class 37 contains 37129 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37499 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 176289 members 
Mstep: Class 43 contains 11003 members 
Mstep: Class 44 contains 8309 members 
Mstep: Class 45 contains 135 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7718 members 
Mstep: Class 48 contains 446 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 16329 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1087 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 296 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 190 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 656 members 
Mstep: Class 64 contains 198063 members 
Mstep: Class 65 contains 15838 members 
Mstep: Class 66 contains 74176 members 
Mstep: Class 67 contains 2642 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 32972 members 
Mstep: Class 72 contains 132035 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1793 members 
Mstep: Class 76 contains 216460 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 358 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90788712.000000 Penalty: 52089.089844
Iteration 370Q: 80 clusters Score -9.078871e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 95164 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 18886 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20934 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 22492 members 
Mstep: Class 9 contains 32559 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 2299 members 
Mstep: Class 13 contains 97496 members 
Mstep: Class 14 contains 216461 members 
Mstep: Class 15 contains 3376 members 
Mstep: Class 16 contains 1335 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 28781 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2354 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181253 members 
Mstep: Class 26 contains 4526 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 42127 members 
Mstep: Class 29 contains 3398 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 174601 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 960 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 5755 members 
Mstep: Class 37 contains 37305 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37499 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 176785 members 
Mstep: Class 43 contains 10999 members 
Mstep: Class 44 contains 8246 members 
Mstep: Class 45 contains 131 members 
Mstep: Class 46 contains 743 members 
Mstep: Class 47 contains 7738 members 
Mstep: Class 48 contains 446 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 16010 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1089 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 301 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 658 members 
Mstep: Class 64 contains 197967 members 
Mstep: Class 65 contains 15803 members 
Mstep: Class 66 contains 73388 members 
Mstep: Class 67 contains 2643 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 32862 members 
Mstep: Class 72 contains 132809 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1796 members 
Mstep: Class 76 contains 216269 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 359 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90789184.000000 Penalty: 52089.089844
Iteration 371Q: 80 clusters Score -9.078918e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 95116 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 19017 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20931 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 22610 members 
Mstep: Class 9 contains 32532 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1650 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 97455 members 
Mstep: Class 14 contains 216445 members 
Mstep: Class 15 contains 3346 members 
Mstep: Class 16 contains 1335 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181176 members 
Mstep: Class 26 contains 4534 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 42132 members 
Mstep: Class 29 contains 3403 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 175012 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1305 members 
Mstep: Class 34 contains 960 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 37521 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37497 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 177260 members 
Mstep: Class 43 contains 10991 members 
Mstep: Class 44 contains 8185 members 
Mstep: Class 45 contains 129 members 
Mstep: Class 46 contains 742 members 
Mstep: Class 47 contains 7757 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 15811 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1090 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 308 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 660 members 
Mstep: Class 64 contains 197879 members 
Mstep: Class 65 contains 15749 members 
Mstep: Class 66 contains 72721 members 
Mstep: Class 67 contains 2647 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 32757 members 
Mstep: Class 72 contains 133474 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1797 members 
Mstep: Class 76 contains 216063 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90789256.000000 Penalty: 52089.089844
Iteration 372Q: 80 clusters Score -9.078926e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 95084 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 19143 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20940 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 22773 members 
Mstep: Class 9 contains 32503 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1651 members 
Mstep: Class 12 contains 2304 members 
Mstep: Class 13 contains 97423 members 
Mstep: Class 14 contains 216419 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 27939 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 2572 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181187 members 
Mstep: Class 26 contains 4528 members 
Mstep: Class 27 contains 2418 members 
Mstep: Class 28 contains 42146 members 
Mstep: Class 29 contains 3411 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 175443 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1305 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 889 members 
Mstep: Class 36 contains 5753 members 
Mstep: Class 37 contains 37709 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37499 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 177668 members 
Mstep: Class 43 contains 10982 members 
Mstep: Class 44 contains 8114 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 7791 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 15636 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1090 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 308 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 662 members 
Mstep: Class 64 contains 197792 members 
Mstep: Class 65 contains 15721 members 
Mstep: Class 66 contains 72064 members 
Mstep: Class 67 contains 2649 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 32632 members 
Mstep: Class 72 contains 134096 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1798 members 
Mstep: Class 76 contains 215770 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90789384.000000 Penalty: 52089.089844
Iteration 373Q: 80 clusters Score -9.078938e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 95044 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 19275 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20942 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 22923 members 
Mstep: Class 9 contains 32462 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1650 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 97391 members 
Mstep: Class 14 contains 216419 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 27536 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 2564 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181311 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 2424 members 
Mstep: Class 28 contains 42145 members 
Mstep: Class 29 contains 3416 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 175994 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1305 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 892 members 
Mstep: Class 36 contains 5753 members 
Mstep: Class 37 contains 37881 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37503 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 178026 members 
Mstep: Class 43 contains 10978 members 
Mstep: Class 44 contains 8052 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7835 members 
Mstep: Class 48 contains 447 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 15445 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1090 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 309 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 663 members 
Mstep: Class 64 contains 197732 members 
Mstep: Class 65 contains 15694 members 
Mstep: Class 66 contains 71221 members 
Mstep: Class 67 contains 2647 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 32466 members 
Mstep: Class 72 contains 134765 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1799 members 
Mstep: Class 76 contains 215468 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790160.000000 Penalty: 52089.089844
Iteration 374Q: 80 clusters Score -9.079016e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 94999 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 19391 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20944 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 23028 members 
Mstep: Class 9 contains 32425 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1648 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 97364 members 
Mstep: Class 14 contains 216422 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 27159 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 2550 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181520 members 
Mstep: Class 26 contains 4526 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 42140 members 
Mstep: Class 29 contains 3414 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 176488 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1303 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 894 members 
Mstep: Class 36 contains 5753 members 
Mstep: Class 37 contains 38062 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37497 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 178378 members 
Mstep: Class 43 contains 10968 members 
Mstep: Class 44 contains 7999 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7892 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 15020 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1091 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 308 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 197678 members 
Mstep: Class 65 contains 15636 members 
Mstep: Class 66 contains 70342 members 
Mstep: Class 67 contains 2644 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 32322 members 
Mstep: Class 72 contains 135565 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1799 members 
Mstep: Class 76 contains 215304 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790448.000000 Penalty: 52089.089844
Iteration 375Q: 80 clusters Score -9.079045e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 94951 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 19511 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20948 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 23149 members 
Mstep: Class 9 contains 32389 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1648 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 97337 members 
Mstep: Class 14 contains 216424 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 1331 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 26747 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2344 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181664 members 
Mstep: Class 26 contains 4527 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 42147 members 
Mstep: Class 29 contains 3413 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 176895 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1302 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 897 members 
Mstep: Class 36 contains 5753 members 
Mstep: Class 37 contains 38249 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37494 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 178730 members 
Mstep: Class 43 contains 10962 members 
Mstep: Class 44 contains 7930 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 7963 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 14780 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1092 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 307 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 197607 members 
Mstep: Class 65 contains 15590 members 
Mstep: Class 66 contains 69644 members 
Mstep: Class 67 contains 2643 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 32192 members 
Mstep: Class 72 contains 136239 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1799 members 
Mstep: Class 76 contains 215023 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790560.000000 Penalty: 52089.089844
Iteration 376Q: 80 clusters Score -9.079056e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 94913 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 19628 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20951 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 23259 members 
Mstep: Class 9 contains 32353 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1649 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 97306 members 
Mstep: Class 14 contains 216422 members 
Mstep: Class 15 contains 3232 members 
Mstep: Class 16 contains 1331 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 26337 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 2534 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181825 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 2436 members 
Mstep: Class 28 contains 42151 members 
Mstep: Class 29 contains 3417 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 177284 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 1299 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 5752 members 
Mstep: Class 37 contains 38413 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37494 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 179048 members 
Mstep: Class 43 contains 10955 members 
Mstep: Class 44 contains 7862 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 8034 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 14575 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1091 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 666 members 
Mstep: Class 64 contains 197550 members 
Mstep: Class 65 contains 15539 members 
Mstep: Class 66 contains 68931 members 
Mstep: Class 67 contains 2645 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 32077 members 
Mstep: Class 72 contains 136922 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1800 members 
Mstep: Class 76 contains 214766 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790928.000000 Penalty: 52089.089844
Iteration 377Q: 80 clusters Score -9.079093e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 94881 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 19748 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20950 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 23391 members 
Mstep: Class 9 contains 32331 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 97272 members 
Mstep: Class 14 contains 216421 members 
Mstep: Class 15 contains 3200 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 25908 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 2525 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182055 members 
Mstep: Class 26 contains 4526 members 
Mstep: Class 27 contains 2431 members 
Mstep: Class 28 contains 42136 members 
Mstep: Class 29 contains 3426 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 177743 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1297 members 
Mstep: Class 34 contains 960 members 
Mstep: Class 35 contains 902 members 
Mstep: Class 36 contains 5751 members 
Mstep: Class 37 contains 38608 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37499 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 179372 members 
Mstep: Class 43 contains 10947 members 
Mstep: Class 44 contains 7790 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 8087 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 14148 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1091 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 307 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 666 members 
Mstep: Class 64 contains 197516 members 
Mstep: Class 65 contains 15477 members 
Mstep: Class 66 contains 67974 members 
Mstep: Class 67 contains 2640 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 31983 members 
Mstep: Class 72 contains 137788 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 214605 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791024.000000 Penalty: 52089.089844
Iteration 378Q: 80 clusters Score -9.079102e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 94850 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 19878 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20944 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 23497 members 
Mstep: Class 9 contains 32307 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1657 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 97231 members 
Mstep: Class 14 contains 216424 members 
Mstep: Class 15 contains 3177 members 
Mstep: Class 16 contains 1331 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 25452 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182135 members 
Mstep: Class 26 contains 4526 members 
Mstep: Class 27 contains 2428 members 
Mstep: Class 28 contains 42118 members 
Mstep: Class 29 contains 3434 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 178176 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1299 members 
Mstep: Class 34 contains 960 members 
Mstep: Class 35 contains 903 members 
Mstep: Class 36 contains 5751 members 
Mstep: Class 37 contains 38788 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37500 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 179676 members 
Mstep: Class 43 contains 10937 members 
Mstep: Class 44 contains 7720 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 8138 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 13842 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1091 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 307 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 666 members 
Mstep: Class 64 contains 197456 members 
Mstep: Class 65 contains 15436 members 
Mstep: Class 66 contains 67071 members 
Mstep: Class 67 contains 2639 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 31906 members 
Mstep: Class 72 contains 138652 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 214516 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791000.000000 Penalty: 52089.089844
Iteration 379Q: 80 clusters Score -9.0791e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 94832 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 20014 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20940 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 23596 members 
Mstep: Class 9 contains 32297 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1661 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 97193 members 
Mstep: Class 14 contains 216422 members 
Mstep: Class 15 contains 3146 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 24970 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2337 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182172 members 
Mstep: Class 26 contains 4526 members 
Mstep: Class 27 contains 2429 members 
Mstep: Class 28 contains 42107 members 
Mstep: Class 29 contains 3449 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 178589 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1297 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 36 contains 5751 members 
Mstep: Class 37 contains 38994 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37500 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 179975 members 
Mstep: Class 43 contains 10932 members 
Mstep: Class 44 contains 7658 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 8186 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 13758 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1091 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 307 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 666 members 
Mstep: Class 64 contains 197384 members 
Mstep: Class 65 contains 15407 members 
Mstep: Class 66 contains 66230 members 
Mstep: Class 67 contains 2639 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 31836 members 
Mstep: Class 72 contains 139411 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 214277 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790912.000000 Penalty: 52089.089844
Iteration 380F: 80 clusters Score -9.079091e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 94808 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 20161 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20935 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 23759 members 
Mstep: Class 9 contains 32267 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1665 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 97158 members 
Mstep: Class 14 contains 216426 members 
Mstep: Class 15 contains 3122 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 24520 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2326 members 
Mstep: Class 23 contains 2510 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182234 members 
Mstep: Class 26 contains 4535 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 42105 members 
Mstep: Class 29 contains 3465 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 179004 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1298 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 905 members 
Mstep: Class 36 contains 5750 members 
Mstep: Class 37 contains 39203 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37503 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 180247 members 
Mstep: Class 43 contains 10930 members 
Mstep: Class 44 contains 7594 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 8223 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 13765 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1092 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 307 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 251 members 
Mstep: Class 63 contains 666 members 
Mstep: Class 64 contains 197286 members 
Mstep: Class 65 contains 15380 members 
Mstep: Class 66 contains 65382 members 
Mstep: Class 67 contains 2640 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 166 members 
Mstep: Class 71 contains 31769 members 
Mstep: Class 72 contains 140101 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 213927 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791408.000000 Penalty: 52089.089844
Iteration 381Q: 80 clusters Score -9.079141e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 94793 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 20322 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20933 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 23864 members 
Mstep: Class 9 contains 32252 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 97107 members 
Mstep: Class 14 contains 216422 members 
Mstep: Class 15 contains 3112 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 24085 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2319 members 
Mstep: Class 23 contains 2507 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182456 members 
Mstep: Class 26 contains 4540 members 
Mstep: Class 27 contains 2423 members 
Mstep: Class 28 contains 42110 members 
Mstep: Class 29 contains 3474 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 179552 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 5750 members 
Mstep: Class 37 contains 39417 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37505 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 180458 members 
Mstep: Class 43 contains 10927 members 
Mstep: Class 44 contains 7514 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8264 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 13391 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1094 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 197154 members 
Mstep: Class 65 contains 15360 members 
Mstep: Class 66 contains 64386 members 
Mstep: Class 67 contains 2643 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31716 members 
Mstep: Class 72 contains 140872 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 213829 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791392.000000 Penalty: 52089.089844
Iteration 382Q: 80 clusters Score -9.079139e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 94763 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 20491 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20931 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 23974 members 
Mstep: Class 9 contains 32244 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 97059 members 
Mstep: Class 14 contains 216424 members 
Mstep: Class 15 contains 3099 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 23673 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2302 members 
Mstep: Class 23 contains 2501 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182652 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 2420 members 
Mstep: Class 28 contains 42100 members 
Mstep: Class 29 contains 3477 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 179992 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 36 contains 5750 members 
Mstep: Class 37 contains 39619 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37504 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 180735 members 
Mstep: Class 43 contains 10927 members 
Mstep: Class 44 contains 7446 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8310 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 13164 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1094 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 305 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 196999 members 
Mstep: Class 65 contains 15319 members 
Mstep: Class 66 contains 63423 members 
Mstep: Class 67 contains 2645 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31724 members 
Mstep: Class 72 contains 141662 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 213589 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791360.000000 Penalty: 52089.089844
Iteration 383Q: 80 clusters Score -9.079136e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 94732 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 20633 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20935 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24063 members 
Mstep: Class 9 contains 32242 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 97020 members 
Mstep: Class 14 contains 216428 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 23247 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182906 members 
Mstep: Class 26 contains 4524 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 42096 members 
Mstep: Class 29 contains 3497 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 180388 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1294 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 917 members 
Mstep: Class 36 contains 5750 members 
Mstep: Class 37 contains 39806 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37503 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 181024 members 
Mstep: Class 43 contains 10924 members 
Mstep: Class 44 contains 7376 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8357 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 12900 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 191 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 671 members 
Mstep: Class 64 contains 196850 members 
Mstep: Class 65 contains 15275 members 
Mstep: Class 66 contains 62444 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31741 members 
Mstep: Class 72 contains 142464 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 213368 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 360 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791936.000000 Penalty: 52089.089844
Iteration 384Q: 80 clusters Score -9.079194e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 94721 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 20777 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20931 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24117 members 
Mstep: Class 9 contains 32220 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96964 members 
Mstep: Class 14 contains 216424 members 
Mstep: Class 15 contains 3073 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 22876 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2276 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183253 members 
Mstep: Class 26 contains 4518 members 
Mstep: Class 27 contains 2430 members 
Mstep: Class 28 contains 42090 members 
Mstep: Class 29 contains 3516 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 180725 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1294 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 921 members 
Mstep: Class 36 contains 5750 members 
Mstep: Class 37 contains 39992 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37497 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1401 members 
Mstep: Class 42 contains 181268 members 
Mstep: Class 43 contains 10921 members 
Mstep: Class 44 contains 7301 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8390 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 12453 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 671 members 
Mstep: Class 64 contains 196690 members 
Mstep: Class 65 contains 15211 members 
Mstep: Class 66 contains 61560 members 
Mstep: Class 67 contains 2647 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31769 members 
Mstep: Class 72 contains 143284 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 213303 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 361 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792216.000000 Penalty: 52089.089844
Iteration 385Q: 80 clusters Score -9.079222e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 94696 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 20952 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20930 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24145 members 
Mstep: Class 9 contains 32190 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1684 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96908 members 
Mstep: Class 14 contains 216418 members 
Mstep: Class 15 contains 3059 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2267 members 
Mstep: Class 23 contains 2486 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183303 members 
Mstep: Class 26 contains 4514 members 
Mstep: Class 27 contains 2435 members 
Mstep: Class 28 contains 42078 members 
Mstep: Class 29 contains 3523 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 181081 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 924 members 
Mstep: Class 36 contains 5750 members 
Mstep: Class 37 contains 40181 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37501 members 
Mstep: Class 40 contains 379 members 
Mstep: Class 41 contains 1401 members 
Mstep: Class 42 contains 181522 members 
Mstep: Class 43 contains 10913 members 
Mstep: Class 44 contains 7229 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8428 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 12255 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 305 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 672 members 
Mstep: Class 64 contains 196519 members 
Mstep: Class 65 contains 15129 members 
Mstep: Class 66 contains 60652 members 
Mstep: Class 67 contains 2640 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31805 members 
Mstep: Class 72 contains 144243 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 213165 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 362 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792976.000000 Penalty: 52089.089844
Iteration 386Q: 80 clusters Score -9.079298e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 94665 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 21111 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20927 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24161 members 
Mstep: Class 9 contains 32159 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1688 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96877 members 
Mstep: Class 14 contains 216411 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 22171 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2259 members 
Mstep: Class 23 contains 2482 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183454 members 
Mstep: Class 26 contains 4519 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 42080 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 181523 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1289 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 925 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 40394 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37503 members 
Mstep: Class 40 contains 378 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 181777 members 
Mstep: Class 43 contains 10906 members 
Mstep: Class 44 contains 7144 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8454 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 11834 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 305 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 671 members 
Mstep: Class 64 contains 196383 members 
Mstep: Class 65 contains 15029 members 
Mstep: Class 66 contains 59598 members 
Mstep: Class 67 contains 2634 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31820 members 
Mstep: Class 72 contains 145269 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 213133 members 
Mstep: Class 78 contains 260 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793240.000000 Penalty: 52089.089844
Iteration 387Q: 80 clusters Score -9.079324e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 94641 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 21285 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20926 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24169 members 
Mstep: Class 9 contains 32142 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1689 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96840 members 
Mstep: Class 14 contains 216413 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 21849 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 2482 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183597 members 
Mstep: Class 26 contains 4517 members 
Mstep: Class 27 contains 2445 members 
Mstep: Class 28 contains 42089 members 
Mstep: Class 29 contains 3534 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 181954 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 931 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 40605 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37503 members 
Mstep: Class 40 contains 377 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 182048 members 
Mstep: Class 43 contains 10907 members 
Mstep: Class 44 contains 7058 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8468 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 11465 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 305 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 196237 members 
Mstep: Class 65 contains 14920 members 
Mstep: Class 66 contains 58553 members 
Mstep: Class 67 contains 2627 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31825 members 
Mstep: Class 72 contains 146264 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 213051 members 
Mstep: Class 78 contains 261 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793592.000000 Penalty: 52089.089844
Iteration 388Q: 80 clusters Score -9.079359e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 94610 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 21464 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20927 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24143 members 
Mstep: Class 9 contains 32120 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96814 members 
Mstep: Class 14 contains 216410 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 21522 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183726 members 
Mstep: Class 26 contains 4519 members 
Mstep: Class 27 contains 2452 members 
Mstep: Class 28 contains 42086 members 
Mstep: Class 29 contains 3551 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 182283 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1284 members 
Mstep: Class 34 contains 962 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 40853 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37500 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 182304 members 
Mstep: Class 43 contains 10906 members 
Mstep: Class 44 contains 6978 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8490 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 11145 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 303 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 196071 members 
Mstep: Class 65 contains 14818 members 
Mstep: Class 66 contains 57750 members 
Mstep: Class 67 contains 2624 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31834 members 
Mstep: Class 72 contains 147088 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1800 members 
Mstep: Class 76 contains 212984 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793504.000000 Penalty: 52089.089844
Iteration 389Q: 80 clusters Score -9.07935e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 94584 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 21662 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20931 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24150 members 
Mstep: Class 9 contains 32090 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96791 members 
Mstep: Class 14 contains 216408 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 21201 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 2474 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183693 members 
Mstep: Class 26 contains 4521 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 42090 members 
Mstep: Class 29 contains 3557 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 182631 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1283 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 41027 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37496 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 182607 members 
Mstep: Class 43 contains 10906 members 
Mstep: Class 44 contains 6908 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8520 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 10987 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 195900 members 
Mstep: Class 65 contains 14734 members 
Mstep: Class 66 contains 56889 members 
Mstep: Class 67 contains 2618 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31813 members 
Mstep: Class 72 contains 148039 members 
Mstep: Class 73 contains 199 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1801 members 
Mstep: Class 76 contains 212781 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793656.000000 Penalty: 52089.089844
Iteration 390Q: 80 clusters Score -9.079366e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 94554 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 21882 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20929 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24168 members 
Mstep: Class 9 contains 32062 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96771 members 
Mstep: Class 14 contains 216414 members 
Mstep: Class 15 contains 2964 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 20865 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2248 members 
Mstep: Class 23 contains 2474 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183783 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 2470 members 
Mstep: Class 28 contains 42092 members 
Mstep: Class 29 contains 3564 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 182962 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1285 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 41234 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37490 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 182859 members 
Mstep: Class 43 contains 10904 members 
Mstep: Class 44 contains 6833 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8553 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 10456 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 195679 members 
Mstep: Class 65 contains 14641 members 
Mstep: Class 66 contains 56073 members 
Mstep: Class 67 contains 2619 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31818 members 
Mstep: Class 72 contains 148977 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1802 members 
Mstep: Class 76 contains 212824 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793808.000000 Penalty: 52089.089844
Iteration 391Q: 80 clusters Score -9.079381e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 94520 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 22107 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20926 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24244 members 
Mstep: Class 9 contains 32036 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96736 members 
Mstep: Class 14 contains 216399 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 20534 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2247 members 
Mstep: Class 23 contains 2465 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183635 members 
Mstep: Class 26 contains 4521 members 
Mstep: Class 27 contains 2475 members 
Mstep: Class 28 contains 42084 members 
Mstep: Class 29 contains 3572 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 183380 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1286 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 41437 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37486 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 183087 members 
Mstep: Class 43 contains 10902 members 
Mstep: Class 44 contains 6784 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8598 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 10361 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 195481 members 
Mstep: Class 65 contains 14542 members 
Mstep: Class 66 contains 55101 members 
Mstep: Class 67 contains 2623 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31799 members 
Mstep: Class 72 contains 149991 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1805 members 
Mstep: Class 76 contains 212655 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794192.000000 Penalty: 52089.089844
Iteration 392Q: 80 clusters Score -9.079419e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 94501 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 22341 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20911 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24269 members 
Mstep: Class 9 contains 32011 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96729 members 
Mstep: Class 14 contains 216406 members 
Mstep: Class 15 contains 2951 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 20207 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 2458 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183619 members 
Mstep: Class 26 contains 4517 members 
Mstep: Class 27 contains 2475 members 
Mstep: Class 28 contains 42081 members 
Mstep: Class 29 contains 3585 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 183802 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1289 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 41645 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37487 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 183351 members 
Mstep: Class 43 contains 10901 members 
Mstep: Class 44 contains 6716 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 8632 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 9918 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 195241 members 
Mstep: Class 65 contains 14452 members 
Mstep: Class 66 contains 54125 members 
Mstep: Class 67 contains 2624 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31778 members 
Mstep: Class 72 contains 151034 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212667 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794368.000000 Penalty: 52089.089844
Iteration 393Q: 80 clusters Score -9.079437e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94472 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 22571 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20907 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24310 members 
Mstep: Class 9 contains 31986 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96698 members 
Mstep: Class 14 contains 216404 members 
Mstep: Class 15 contains 2937 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 19910 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183636 members 
Mstep: Class 26 contains 4521 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 42075 members 
Mstep: Class 29 contains 3597 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 184208 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 41850 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37489 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 183622 members 
Mstep: Class 43 contains 10897 members 
Mstep: Class 44 contains 6650 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8656 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 9539 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 195011 members 
Mstep: Class 65 contains 14346 members 
Mstep: Class 66 contains 53347 members 
Mstep: Class 67 contains 2628 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31740 members 
Mstep: Class 72 contains 151908 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212585 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794416.000000 Penalty: 52089.089844
Iteration 394Q: 80 clusters Score -9.079442e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94433 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 22786 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20906 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24340 members 
Mstep: Class 9 contains 31960 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1694 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96674 members 
Mstep: Class 14 contains 216402 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 19598 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183596 members 
Mstep: Class 26 contains 4520 members 
Mstep: Class 27 contains 2492 members 
Mstep: Class 28 contains 42081 members 
Mstep: Class 29 contains 3607 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 184577 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 42035 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37490 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 183878 members 
Mstep: Class 43 contains 10898 members 
Mstep: Class 44 contains 6601 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8669 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 9309 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194797 members 
Mstep: Class 65 contains 14241 members 
Mstep: Class 66 contains 52597 members 
Mstep: Class 67 contains 2628 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31652 members 
Mstep: Class 72 contains 152795 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212500 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794504.000000 Penalty: 52089.089844
Iteration 395Q: 80 clusters Score -9.07945e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94405 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23012 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20907 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24364 members 
Mstep: Class 9 contains 31939 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1695 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96646 members 
Mstep: Class 14 contains 216401 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 19339 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183692 members 
Mstep: Class 26 contains 4520 members 
Mstep: Class 27 contains 2506 members 
Mstep: Class 28 contains 42074 members 
Mstep: Class 29 contains 3619 members 
Mstep: Class 30 contains 242 members 
Mstep: Class 31 contains 184967 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1288 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 42200 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37492 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 184163 members 
Mstep: Class 43 contains 10896 members 
Mstep: Class 44 contains 6554 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8682 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 9081 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194584 members 
Mstep: Class 65 contains 14113 members 
Mstep: Class 66 contains 51834 members 
Mstep: Class 67 contains 2629 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31560 members 
Mstep: Class 72 contains 153549 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212354 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794392.000000 Penalty: 52089.089844
Iteration 396Q: 80 clusters Score -9.079439e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94386 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23223 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20904 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24426 members 
Mstep: Class 9 contains 31919 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96635 members 
Mstep: Class 14 contains 216399 members 
Mstep: Class 15 contains 2891 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 19049 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 2447 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183719 members 
Mstep: Class 26 contains 4518 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 42062 members 
Mstep: Class 29 contains 3625 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 185337 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1288 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42350 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37493 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 184435 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 6513 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8702 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 8825 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194402 members 
Mstep: Class 65 contains 13967 members 
Mstep: Class 66 contains 51030 members 
Mstep: Class 67 contains 2631 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31484 members 
Mstep: Class 72 contains 154418 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212262 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794760.000000 Penalty: 52089.089844
Iteration 397Q: 80 clusters Score -9.079476e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94380 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23406 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20906 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24501 members 
Mstep: Class 9 contains 31901 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96632 members 
Mstep: Class 14 contains 216398 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 18765 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2217 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183684 members 
Mstep: Class 26 contains 4527 members 
Mstep: Class 27 contains 2509 members 
Mstep: Class 28 contains 42058 members 
Mstep: Class 29 contains 3628 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 185696 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1293 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42453 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37489 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 184738 members 
Mstep: Class 43 contains 10883 members 
Mstep: Class 44 contains 6467 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8725 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 8688 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194204 members 
Mstep: Class 65 contains 13835 members 
Mstep: Class 66 contains 50205 members 
Mstep: Class 67 contains 2632 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31445 members 
Mstep: Class 72 contains 155297 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212075 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795296.000000 Penalty: 52089.089844
Iteration 398Q: 80 clusters Score -9.07953e+07 nChanged 3794
Entering ConstructFrom: 
Score: -90795296.000000 Penalty: 52089.089844
Entering ConstructFrom: 
Trying to split cluster 1 (7020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Entering Unmasked Estep 
Score: -351402.687500 Penalty: 402.971588
	Iteration 0F: 2 clusters Score -351402.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -346743.250000 Penalty: 805.943176
	Iteration 0F: 3 clusters Score -346743.2 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -348931.125000 Penalty: 805.943176
	Iteration 1F: 3 clusters Score -348931.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -349282.375000 Penalty: 805.943176
	Iteration 2F: 3 clusters Score -349282.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -349611.000000 Penalty: 805.943176
	Iteration 3F: 3 clusters Score -349611 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -349889.062500 Penalty: 805.943176
	Iteration 4F: 3 clusters Score -349889.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -350094.562500 Penalty: 805.943176
	Iteration 5F: 3 clusters Score -350094.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -350217.656250 Penalty: 805.943176
	Iteration 6Q: 3 clusters Score -350217.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -350286.187500 Penalty: 805.943176
	Iteration 7Q: 3 clusters Score -350286.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -350336.343750 Penalty: 805.943176
	Iteration 8Q: 3 clusters Score -350336.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -350376.125000 Penalty: 805.943176
	Iteration 9Q: 3 clusters Score -350376.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -350399.687500 Penalty: 805.943176
	Iteration 10Q: 3 clusters Score -350399.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -350418.750000 Penalty: 805.943176
	Iteration 11Q: 3 clusters Score -350418.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -350430.843750 Penalty: 805.943176
	Iteration 12Q: 3 clusters Score -350430.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -350443.468750 Penalty: 805.943176
	Iteration 13Q: 3 clusters Score -350443.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -350453.250000 Penalty: 805.943176
	Iteration 14Q: 3 clusters Score -350453.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -350463.187500 Penalty: 805.943176
	Iteration 15Q: 3 clusters Score -350463.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -350474.406250 Penalty: 805.943176
	Iteration 16Q: 3 clusters Score -350474.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -350480.562500 Penalty: 805.943176
	Iteration 17Q: 3 clusters Score -350480.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -350486.656250 Penalty: 805.943176
	Iteration 18Q: 3 clusters Score -350486.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -350492.343750 Penalty: 805.943176
	Iteration 19Q: 3 clusters Score -350492.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -350497.656250 Penalty: 805.943176
	Iteration 20F: 3 clusters Score -350497.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -350502.468750 Penalty: 805.943176
	Iteration 21Q: 3 clusters Score -350502.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -350505.312500 Penalty: 805.943176
	Iteration 22Q: 3 clusters Score -350505.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -350511.656250 Penalty: 805.943176
	Iteration 23Q: 3 clusters Score -350511.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -350516.093750 Penalty: 805.943176
	Iteration 24Q: 3 clusters Score -350516.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -350523.437500 Penalty: 805.943176
	Iteration 25Q: 3 clusters Score -350523.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -350532.468750 Penalty: 805.943176
	Iteration 26Q: 3 clusters Score -350532.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -350545.625000 Penalty: 805.943176
	Iteration 27Q: 3 clusters Score -350545.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -350560.031250 Penalty: 805.943176
	Iteration 28Q: 3 clusters Score -350560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -350575.375000 Penalty: 805.943176
	Iteration 29Q: 3 clusters Score -350575.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -350591.781250 Penalty: 805.943176
	Iteration 30Q: 3 clusters Score -350591.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -350610.156250 Penalty: 805.943176
	Iteration 31Q: 3 clusters Score -350610.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -350634.875000 Penalty: 805.943176
	Iteration 32Q: 3 clusters Score -350634.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -350656.562500 Penalty: 805.943176
	Iteration 33Q: 3 clusters Score -350656.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -350683.781250 Penalty: 805.943176
	Iteration 34Q: 3 clusters Score -350683.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -350711.125000 Penalty: 805.943176
	Iteration 35Q: 3 clusters Score -350711.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -350728.000000 Penalty: 805.943176
	Iteration 36Q: 3 clusters Score -350728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -350743.312500 Penalty: 805.943176
	Iteration 37Q: 3 clusters Score -350743.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -350752.000000 Penalty: 805.943176
	Iteration 38Q: 3 clusters Score -350752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -350759.125000 Penalty: 805.943176
	Iteration 39Q: 3 clusters Score -350759.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -350766.906250 Penalty: 805.943176
	Iteration 40F: 3 clusters Score -350766.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -350773.937500 Penalty: 805.943176
	Iteration 41Q: 3 clusters Score -350773.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -350785.843750 Penalty: 805.943176
	Iteration 42Q: 3 clusters Score -350785.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -350793.656250 Penalty: 805.943176
	Iteration 43Q: 3 clusters Score -350793.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -350805.812500 Penalty: 805.943176
	Iteration 44Q: 3 clusters Score -350805.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -350818.343750 Penalty: 805.943176
	Iteration 45Q: 3 clusters Score -350818.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -350835.125000 Penalty: 805.943176
	Iteration 46Q: 3 clusters Score -350835.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -350858.687500 Penalty: 805.943176
	Iteration 47Q: 3 clusters Score -350858.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -350877.093750 Penalty: 805.943176
	Iteration 48Q: 3 clusters Score -350877.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -350897.906250 Penalty: 805.943176
	Iteration 49Q: 3 clusters Score -350897.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -350924.843750 Penalty: 805.943176
	Iteration 50Q: 3 clusters Score -350924.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -350950.562500 Penalty: 805.943176
	Iteration 51Q: 3 clusters Score -350950.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -350979.156250 Penalty: 805.943176
	Iteration 52Q: 3 clusters Score -350979.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -351002.343750 Penalty: 805.943176
	Iteration 53Q: 3 clusters Score -351002.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -351027.656250 Penalty: 805.943176
	Iteration 54Q: 3 clusters Score -351027.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -351044.406250 Penalty: 805.943176
	Iteration 55Q: 3 clusters Score -351044.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -351053.750000 Penalty: 805.943176
	Iteration 56Q: 3 clusters Score -351053.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -351060.437500 Penalty: 805.943176
	Iteration 57Q: 3 clusters Score -351060.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -351066.812500 Penalty: 805.943176
	Iteration 58Q: 3 clusters Score -351066.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -351075.000000 Penalty: 805.943176
	Iteration 59Q: 3 clusters Score -351075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -351084.125000 Penalty: 805.943176
	Iteration 60F: 3 clusters Score -351084.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -351094.000000 Penalty: 805.943176
	Iteration 61Q: 3 clusters Score -351094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -351105.093750 Penalty: 805.943176
	Iteration 62Q: 3 clusters Score -351105.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -351111.656250 Penalty: 805.943176
	Iteration 63Q: 3 clusters Score -351111.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -351116.781250 Penalty: 805.943176
	Iteration 64Q: 3 clusters Score -351116.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -351122.656250 Penalty: 805.943176
	Iteration 65Q: 3 clusters Score -351122.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -351125.843750 Penalty: 805.943176
	Iteration 66Q: 3 clusters Score -351125.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -351128.406250 Penalty: 805.943176
	Iteration 67Q: 3 clusters Score -351128.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -351133.531250 Penalty: 805.943176
	Iteration 68Q: 3 clusters Score -351133.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -351141.218750 Penalty: 805.943176
	Iteration 69Q: 3 clusters Score -351141.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -351149.218750 Penalty: 805.943176
	Iteration 70Q: 3 clusters Score -351149.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -351160.437500 Penalty: 805.943176
	Iteration 71Q: 3 clusters Score -351160.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -351175.031250 Penalty: 805.943176
	Iteration 72Q: 3 clusters Score -351175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -351188.000000 Penalty: 805.943176
	Iteration 73Q: 3 clusters Score -351188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -351194.093750 Penalty: 805.943176
	Iteration 74Q: 3 clusters Score -351194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -351195.531250 Penalty: 805.943176
	Iteration 75Q: 3 clusters Score -351195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -351196.531250 Penalty: 805.943176
	Iteration 76Q: 3 clusters Score -351196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -351196.531250 Penalty: 805.943176
	Iteration 77F: 3 clusters Score -351196.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Entering Unmasked Estep 
Score: -4537638.500000 Penalty: 521.200073
	Iteration 0F: 2 clusters Score -4537638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -4473812.000000 Penalty: 1042.400146
	Iteration 0F: 3 clusters Score -4473812 nChanged 46003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -4501395.500000 Penalty: 1042.400146
	Iteration 1F: 3 clusters Score -4501396 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -4502552.500000 Penalty: 1042.400146
	Iteration 2Q: 3 clusters Score -4502552 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -4504963.000000 Penalty: 1042.400146
	Iteration 3F: 3 clusters Score -4504963 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -4509623.000000 Penalty: 1042.400146
	Iteration 4F: 3 clusters Score -4509623 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -4517107.000000 Penalty: 1042.400146
	Iteration 5F: 3 clusters Score -4517107 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -4525970.000000 Penalty: 1042.400146
	Iteration 6F: 3 clusters Score -4525970 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -4532681.000000 Penalty: 1042.400146
	Iteration 7F: 3 clusters Score -4532681 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 92797 members 
Entering Unmasked Estep 
Score: -4535748.000000 Penalty: 1042.400146
	Iteration 8Q: 3 clusters Score -4535748 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -4536770.000000 Penalty: 1042.400146
	Iteration 9Q: 3 clusters Score -4536770 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -4537011.000000 Penalty: 1042.400146
	Iteration 10Q: 3 clusters Score -4537011 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 94251 members 
Entering Unmasked Estep 
Score: -4537109.000000 Penalty: 1042.400146
	Iteration 11Q: 3 clusters Score -4537109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -4537153.000000 Penalty: 1042.400146
	Iteration 12Q: 3 clusters Score -4537153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94292 members 
Entering Unmasked Estep 
Score: -4537170.000000 Penalty: 1042.400146
	Iteration 13Q: 3 clusters Score -4537170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 94297 members 
Entering Unmasked Estep 
Score: -4537182.500000 Penalty: 1042.400146
	Iteration 14Q: 3 clusters Score -4537182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -4537183.500000 Penalty: 1042.400146
	Iteration 15Q: 3 clusters Score -4537184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -4537189.500000 Penalty: 1042.400146
	Iteration 16Q: 3 clusters Score -4537190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -4537191.500000 Penalty: 1042.400146
	Iteration 17Q: 3 clusters Score -4537192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -4537191.500000 Penalty: 1042.400146
	Iteration 18F: 3 clusters Score -4537192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -67986.023438 Penalty: 330.449585
	Iteration 0F: 2 clusters Score -67986.02 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 734 members 
Entering Unmasked Estep 
Score: -66917.203125 Penalty: 660.899170
	Iteration 0F: 3 clusters Score -66917.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -67246.085938 Penalty: 660.899170
	Iteration 1F: 3 clusters Score -67246.09 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -67345.765625 Penalty: 660.899170
	Iteration 2F: 3 clusters Score -67345.77 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -67412.437500 Penalty: 660.899170
	Iteration 3F: 3 clusters Score -67412.44 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -67466.625000 Penalty: 660.899170
	Iteration 4F: 3 clusters Score -67466.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -67525.679688 Penalty: 660.899170
	Iteration 5F: 3 clusters Score -67525.68 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -67573.265625 Penalty: 660.899170
	Iteration 6Q: 3 clusters Score -67573.27 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -67610.570312 Penalty: 660.899170
	Iteration 7Q: 3 clusters Score -67610.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -67640.992188 Penalty: 660.899170
	Iteration 8Q: 3 clusters Score -67640.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -67670.398438 Penalty: 660.899170
	Iteration 9Q: 3 clusters Score -67670.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -67694.781250 Penalty: 660.899170
	Iteration 10Q: 3 clusters Score -67694.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -67713.234375 Penalty: 660.899170
	Iteration 11Q: 3 clusters Score -67713.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -67722.156250 Penalty: 660.899170
	Iteration 12Q: 3 clusters Score -67722.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -67728.726562 Penalty: 660.899170
	Iteration 13Q: 3 clusters Score -67728.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -67734.843750 Penalty: 660.899170
	Iteration 14Q: 3 clusters Score -67734.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -67738.507812 Penalty: 660.899170
	Iteration 15Q: 3 clusters Score -67738.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -67739.726562 Penalty: 660.899170
	Iteration 16Q: 3 clusters Score -67739.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -67740.593750 Penalty: 660.899170
	Iteration 17Q: 3 clusters Score -67740.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -67740.804688 Penalty: 660.899170
	Iteration 18Q: 3 clusters Score -67740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -67740.804688 Penalty: 660.899170
	Iteration 19F: 3 clusters Score -67740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Entering Unmasked Estep 
Score: -1167692.750000 Penalty: 458.068207
	Iteration 0F: 2 clusters Score -1167693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1152028.375000 Penalty: 916.136414
	Iteration 0F: 3 clusters Score -1152028 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1158727.625000 Penalty: 916.136414
	Iteration 1F: 3 clusters Score -1158728 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1159201.500000 Penalty: 916.136414
	Iteration 2Q: 3 clusters Score -1159202 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1159986.750000 Penalty: 916.136414
	Iteration 3F: 3 clusters Score -1159987 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1161180.750000 Penalty: 916.136414
	Iteration 4F: 3 clusters Score -1161181 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1162710.625000 Penalty: 916.136414
	Iteration 5F: 3 clusters Score -1162711 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -1164041.625000 Penalty: 916.136414
	Iteration 6F: 3 clusters Score -1164042 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1164802.875000 Penalty: 916.136414
	Iteration 7Q: 3 clusters Score -1164803 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -1165202.875000 Penalty: 916.136414
	Iteration 8Q: 3 clusters Score -1165203 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -1165476.625000 Penalty: 916.136414
	Iteration 9Q: 3 clusters Score -1165477 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -1165716.750000 Penalty: 916.136414
	Iteration 10Q: 3 clusters Score -1165717 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -1165914.000000 Penalty: 916.136414
	Iteration 11Q: 3 clusters Score -1165914 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -1166097.000000 Penalty: 916.136414
	Iteration 12Q: 3 clusters Score -1166097 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -1166271.375000 Penalty: 916.136414
	Iteration 13Q: 3 clusters Score -1166271 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -1166422.750000 Penalty: 916.136414
	Iteration 14Q: 3 clusters Score -1166423 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -1166552.250000 Penalty: 916.136414
	Iteration 15Q: 3 clusters Score -1166552 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -1166684.375000 Penalty: 916.136414
	Iteration 16Q: 3 clusters Score -1166684 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -1166778.500000 Penalty: 916.136414
	Iteration 17Q: 3 clusters Score -1166778 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -1166854.375000 Penalty: 916.136414
	Iteration 18Q: 3 clusters Score -1166854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -1166937.000000 Penalty: 916.136414
	Iteration 19Q: 3 clusters Score -1166937 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -1166995.250000 Penalty: 916.136414
	Iteration 20F: 3 clusters Score -1166995 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1167048.750000 Penalty: 916.136414
	Iteration 21Q: 3 clusters Score -1167049 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -1167091.375000 Penalty: 916.136414
	Iteration 22Q: 3 clusters Score -1167091 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -1167127.375000 Penalty: 916.136414
	Iteration 23Q: 3 clusters Score -1167127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -1167158.000000 Penalty: 916.136414
	Iteration 24Q: 3 clusters Score -1167158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -1167184.500000 Penalty: 916.136414
	Iteration 25Q: 3 clusters Score -1167184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -1167202.000000 Penalty: 916.136414
	Iteration 26Q: 3 clusters Score -1167202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -1167213.500000 Penalty: 916.136414
	Iteration 27Q: 3 clusters Score -1167214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -1167230.375000 Penalty: 916.136414
	Iteration 28Q: 3 clusters Score -1167230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -1167244.375000 Penalty: 916.136414
	Iteration 29Q: 3 clusters Score -1167244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -1167257.750000 Penalty: 916.136414
	Iteration 30Q: 3 clusters Score -1167258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -1167268.625000 Penalty: 916.136414
	Iteration 31Q: 3 clusters Score -1167269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -1167275.500000 Penalty: 916.136414
	Iteration 32Q: 3 clusters Score -1167276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -1167279.750000 Penalty: 916.136414
	Iteration 33Q: 3 clusters Score -1167280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -1167285.500000 Penalty: 916.136414
	Iteration 34Q: 3 clusters Score -1167286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -1167287.250000 Penalty: 916.136414
	Iteration 35Q: 3 clusters Score -1167287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -1167291.375000 Penalty: 916.136414
	Iteration 36Q: 3 clusters Score -1167291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -1167291.750000 Penalty: 916.136414
	Iteration 37Q: 3 clusters Score -1167292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -1167293.625000 Penalty: 916.136414
	Iteration 38Q: 3 clusters Score -1167294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -1167297.000000 Penalty: 916.136414
	Iteration 39Q: 3 clusters Score -1167297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -1167304.500000 Penalty: 916.136414
	Iteration 40F: 3 clusters Score -1167304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -1167306.000000 Penalty: 916.136414
	Iteration 41Q: 3 clusters Score -1167306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -1167309.125000 Penalty: 916.136414
	Iteration 42Q: 3 clusters Score -1167309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -1167309.500000 Penalty: 916.136414
	Iteration 43Q: 3 clusters Score -1167310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1167309.250000 Penalty: 916.136414
	Iteration 44Q: 3 clusters Score -1167309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1167309.250000 Penalty: 916.136414
	Iteration 45F: 3 clusters Score -1167309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -14496.611328 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -14496.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14149.934570 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -14149.93 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14233.926758 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -14233.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14280.469727 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -14280.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14303.755859 Penalty: 514.056702
	Iteration 3F: 3 clusters Score -14303.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14307.422852 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -14307.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14310.703125 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -14310.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14312.958008 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -14312.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14312.958008 Penalty: 514.056702
	Iteration 7F: 3 clusters Score -14312.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Entering Unmasked Estep 
Score: -986167.437500 Penalty: 452.641937
	Iteration 0F: 2 clusters Score -986167.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -972260.687500 Penalty: 905.283875
	Iteration 0F: 3 clusters Score -972260.7 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -977858.187500 Penalty: 905.283875
	Iteration 1F: 3 clusters Score -977858.2 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -978390.125000 Penalty: 905.283875
	Iteration 2F: 3 clusters Score -978390.1 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -979135.062500 Penalty: 905.283875
	Iteration 3F: 3 clusters Score -979135.1 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -980187.687500 Penalty: 905.283875
	Iteration 4F: 3 clusters Score -980187.7 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -981425.062500 Penalty: 905.283875
	Iteration 5F: 3 clusters Score -981425.1 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -982640.875000 Penalty: 905.283875
	Iteration 6F: 3 clusters Score -982640.9 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -983627.625000 Penalty: 905.283875
	Iteration 7F: 3 clusters Score -983627.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -984287.750000 Penalty: 905.283875
	Iteration 8Q: 3 clusters Score -984287.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -984694.687500 Penalty: 905.283875
	Iteration 9Q: 3 clusters Score -984694.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -984944.250000 Penalty: 905.283875
	Iteration 10Q: 3 clusters Score -984944.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -985106.750000 Penalty: 905.283875
	Iteration 11Q: 3 clusters Score -985106.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -985223.125000 Penalty: 905.283875
	Iteration 12Q: 3 clusters Score -985223.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -985319.625000 Penalty: 905.283875
	Iteration 13Q: 3 clusters Score -985319.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -985394.187500 Penalty: 905.283875
	Iteration 14Q: 3 clusters Score -985394.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -985462.812500 Penalty: 905.283875
	Iteration 15Q: 3 clusters Score -985462.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -985515.125000 Penalty: 905.283875
	Iteration 16Q: 3 clusters Score -985515.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -985576.687500 Penalty: 905.283875
	Iteration 17Q: 3 clusters Score -985576.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -985628.250000 Penalty: 905.283875
	Iteration 18Q: 3 clusters Score -985628.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -985670.250000 Penalty: 905.283875
	Iteration 19Q: 3 clusters Score -985670.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -985721.375000 Penalty: 905.283875
	Iteration 20F: 3 clusters Score -985721.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -985764.812500 Penalty: 905.283875
	Iteration 21Q: 3 clusters Score -985764.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -985796.812500 Penalty: 905.283875
	Iteration 22Q: 3 clusters Score -985796.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -985828.625000 Penalty: 905.283875
	Iteration 23Q: 3 clusters Score -985828.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -985847.937500 Penalty: 905.283875
	Iteration 24Q: 3 clusters Score -985847.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -985871.375000 Penalty: 905.283875
	Iteration 25Q: 3 clusters Score -985871.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -985897.250000 Penalty: 905.283875
	Iteration 26Q: 3 clusters Score -985897.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -985918.812500 Penalty: 905.283875
	Iteration 27Q: 3 clusters Score -985918.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -985934.562500 Penalty: 905.283875
	Iteration 28Q: 3 clusters Score -985934.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -985950.125000 Penalty: 905.283875
	Iteration 29Q: 3 clusters Score -985950.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -985957.000000 Penalty: 905.283875
	Iteration 30Q: 3 clusters Score -985957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -985959.312500 Penalty: 905.283875
	Iteration 31Q: 3 clusters Score -985959.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -985965.625000 Penalty: 905.283875
	Iteration 32Q: 3 clusters Score -985965.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -985968.437500 Penalty: 905.283875
	Iteration 33Q: 3 clusters Score -985968.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -985970.875000 Penalty: 905.283875
	Iteration 34Q: 3 clusters Score -985970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -985972.187500 Penalty: 905.283875
	Iteration 35Q: 3 clusters Score -985972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -985971.937500 Penalty: 905.283875
	Iteration 36Q: 3 clusters Score -985971.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -985974.687500 Penalty: 905.283875
	Iteration 37Q: 3 clusters Score -985974.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -985976.812500 Penalty: 905.283875
	Iteration 38Q: 3 clusters Score -985976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -985979.062500 Penalty: 905.283875
	Iteration 39Q: 3 clusters Score -985979.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -985983.562500 Penalty: 905.283875
	Iteration 40F: 3 clusters Score -985983.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -985985.687500 Penalty: 905.283875
	Iteration 41Q: 3 clusters Score -985985.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -985986.687500 Penalty: 905.283875
	Iteration 42Q: 3 clusters Score -985986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -985988.937500 Penalty: 905.283875
	Iteration 43Q: 3 clusters Score -985988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -985989.375000 Penalty: 905.283875
	Iteration 44Q: 3 clusters Score -985989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -985989.750000 Penalty: 905.283875
	Iteration 45Q: 3 clusters Score -985989.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -985991.125000 Penalty: 905.283875
	Iteration 46Q: 3 clusters Score -985991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -985991.750000 Penalty: 905.283875
	Iteration 47Q: 3 clusters Score -985991.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -985991.625000 Penalty: 905.283875
	Iteration 48Q: 3 clusters Score -985991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -985992.125000 Penalty: 905.283875
	Iteration 49Q: 3 clusters Score -985992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -985993.187500 Penalty: 905.283875
	Iteration 50Q: 3 clusters Score -985993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -985994.000000 Penalty: 905.283875
	Iteration 51Q: 3 clusters Score -985994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -985994.000000 Penalty: 905.283875
	Iteration 52F: 3 clusters Score -985994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -14783.505859 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -14783.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14410.497070 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -14410.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14509.828125 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -14509.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14548.927734 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -14548.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14564.209961 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -14564.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14571.468750 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -14571.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14574.980469 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -14574.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14577.670898 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -14577.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14579.705078 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -14579.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14580.018555 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -14580.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14580.975586 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -14580.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14580.975586 Penalty: 519.044189
	Iteration 10F: 3 clusters Score -14580.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Entering Unmasked Estep 
Score: -1285602.500000 Penalty: 459.944550
	Iteration 0F: 2 clusters Score -1285602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1269271.500000 Penalty: 919.889099
	Iteration 0F: 3 clusters Score -1269272 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1276206.875000 Penalty: 919.889099
	Iteration 1F: 3 clusters Score -1276207 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1276767.375000 Penalty: 919.889099
	Iteration 2F: 3 clusters Score -1276767 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1277645.875000 Penalty: 919.889099
	Iteration 3F: 3 clusters Score -1277646 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1279033.500000 Penalty: 919.889099
	Iteration 4F: 3 clusters Score -1279034 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1280870.875000 Penalty: 919.889099
	Iteration 5F: 3 clusters Score -1280871 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1282755.625000 Penalty: 919.889099
	Iteration 6F: 3 clusters Score -1282756 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1284180.750000 Penalty: 919.889099
	Iteration 7F: 3 clusters Score -1284181 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1284835.875000 Penalty: 919.889099
	Iteration 8Q: 3 clusters Score -1284836 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1285073.375000 Penalty: 919.889099
	Iteration 9Q: 3 clusters Score -1285073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1285158.000000 Penalty: 919.889099
	Iteration 10Q: 3 clusters Score -1285158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1285174.875000 Penalty: 919.889099
	Iteration 11Q: 3 clusters Score -1285175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1285185.250000 Penalty: 919.889099
	Iteration 12Q: 3 clusters Score -1285185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1285196.500000 Penalty: 919.889099
	Iteration 13Q: 3 clusters Score -1285196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1285202.375000 Penalty: 919.889099
	Iteration 14Q: 3 clusters Score -1285202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1285210.500000 Penalty: 919.889099
	Iteration 15Q: 3 clusters Score -1285210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1285211.375000 Penalty: 919.889099
	Iteration 16Q: 3 clusters Score -1285211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1285211.375000 Penalty: 919.889099
	Iteration 17F: 3 clusters Score -1285211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Entering Unmasked Estep 
Score: -1575870.750000 Penalty: 471.820068
	Iteration 0F: 2 clusters Score -1575871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1554461.250000 Penalty: 943.640137
	Iteration 0F: 3 clusters Score -1554461 nChanged 15331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1563658.375000 Penalty: 943.640137
	Iteration 1F: 3 clusters Score -1563658 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1564298.750000 Penalty: 943.640137
	Iteration 2Q: 3 clusters Score -1564299 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1565382.375000 Penalty: 943.640137
	Iteration 3F: 3 clusters Score -1565382 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1567014.250000 Penalty: 943.640137
	Iteration 4F: 3 clusters Score -1567014 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1568784.625000 Penalty: 943.640137
	Iteration 5F: 3 clusters Score -1568785 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1569883.875000 Penalty: 943.640137
	Iteration 6F: 3 clusters Score -1569884 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1570227.500000 Penalty: 943.640137
	Iteration 7Q: 3 clusters Score -1570228 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1570363.125000 Penalty: 943.640137
	Iteration 8Q: 3 clusters Score -1570363 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1570473.000000 Penalty: 943.640137
	Iteration 9Q: 3 clusters Score -1570473 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1570625.000000 Penalty: 943.640137
	Iteration 10Q: 3 clusters Score -1570625 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1570758.875000 Penalty: 943.640137
	Iteration 11Q: 3 clusters Score -1570759 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1570919.250000 Penalty: 943.640137
	Iteration 12Q: 3 clusters Score -1570919 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1571077.250000 Penalty: 943.640137
	Iteration 13Q: 3 clusters Score -1571077 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1571217.875000 Penalty: 943.640137
	Iteration 14Q: 3 clusters Score -1571218 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1571351.375000 Penalty: 943.640137
	Iteration 15Q: 3 clusters Score -1571351 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1571499.250000 Penalty: 943.640137
	Iteration 16Q: 3 clusters Score -1571499 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1571624.500000 Penalty: 943.640137
	Iteration 17Q: 3 clusters Score -1571624 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1571755.125000 Penalty: 943.640137
	Iteration 18Q: 3 clusters Score -1571755 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1571871.125000 Penalty: 943.640137
	Iteration 19Q: 3 clusters Score -1571871 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1571995.750000 Penalty: 943.640137
	Iteration 20F: 3 clusters Score -1571996 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1572093.750000 Penalty: 943.640137
	Iteration 21Q: 3 clusters Score -1572094 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1572175.000000 Penalty: 943.640137
	Iteration 22Q: 3 clusters Score -1572175 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1572263.250000 Penalty: 943.640137
	Iteration 23Q: 3 clusters Score -1572263 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1572339.125000 Penalty: 943.640137
	Iteration 24Q: 3 clusters Score -1572339 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1572415.375000 Penalty: 943.640137
	Iteration 25Q: 3 clusters Score -1572415 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1572509.375000 Penalty: 943.640137
	Iteration 26Q: 3 clusters Score -1572509 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1572605.375000 Penalty: 943.640137
	Iteration 27Q: 3 clusters Score -1572605 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1572692.750000 Penalty: 943.640137
	Iteration 28Q: 3 clusters Score -1572693 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1572783.500000 Penalty: 943.640137
	Iteration 29Q: 3 clusters Score -1572784 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1572872.875000 Penalty: 943.640137
	Iteration 30Q: 3 clusters Score -1572873 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1572972.875000 Penalty: 943.640137
	Iteration 31Q: 3 clusters Score -1572973 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1573070.250000 Penalty: 943.640137
	Iteration 32Q: 3 clusters Score -1573070 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1573207.125000 Penalty: 943.640137
	Iteration 33Q: 3 clusters Score -1573207 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1573342.750000 Penalty: 943.640137
	Iteration 34Q: 3 clusters Score -1573343 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1573466.625000 Penalty: 943.640137
	Iteration 35Q: 3 clusters Score -1573467 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1573594.125000 Penalty: 943.640137
	Iteration 36Q: 3 clusters Score -1573594 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1573723.125000 Penalty: 943.640137
	Iteration 37Q: 3 clusters Score -1573723 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1573848.625000 Penalty: 943.640137
	Iteration 38Q: 3 clusters Score -1573849 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1573935.500000 Penalty: 943.640137
	Iteration 39Q: 3 clusters Score -1573936 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1574035.875000 Penalty: 943.640137
	Iteration 40F: 3 clusters Score -1574036 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1574136.625000 Penalty: 943.640137
	Iteration 41Q: 3 clusters Score -1574137 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1574229.125000 Penalty: 943.640137
	Iteration 42Q: 3 clusters Score -1574229 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1574325.625000 Penalty: 943.640137
	Iteration 43Q: 3 clusters Score -1574326 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1574419.000000 Penalty: 943.640137
	Iteration 44Q: 3 clusters Score -1574419 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1574528.625000 Penalty: 943.640137
	Iteration 45Q: 3 clusters Score -1574529 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1574637.000000 Penalty: 943.640137
	Iteration 46Q: 3 clusters Score -1574637 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1574715.875000 Penalty: 943.640137
	Iteration 47Q: 3 clusters Score -1574716 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1574767.125000 Penalty: 943.640137
	Iteration 48Q: 3 clusters Score -1574767 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1574823.750000 Penalty: 943.640137
	Iteration 49Q: 3 clusters Score -1574824 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1574867.625000 Penalty: 943.640137
	Iteration 50Q: 3 clusters Score -1574868 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1574901.750000 Penalty: 943.640137
	Iteration 51Q: 3 clusters Score -1574902 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1574930.625000 Penalty: 943.640137
	Iteration 52Q: 3 clusters Score -1574931 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1574950.250000 Penalty: 943.640137
	Iteration 53Q: 3 clusters Score -1574950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1574969.125000 Penalty: 943.640137
	Iteration 54Q: 3 clusters Score -1574969 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1574974.625000 Penalty: 943.640137
	Iteration 55Q: 3 clusters Score -1574975 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1574990.500000 Penalty: 943.640137
	Iteration 56Q: 3 clusters Score -1574990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1575001.250000 Penalty: 943.640137
	Iteration 57Q: 3 clusters Score -1575001 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1575010.500000 Penalty: 943.640137
	Iteration 58Q: 3 clusters Score -1575010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1575017.375000 Penalty: 943.640137
	Iteration 59Q: 3 clusters Score -1575017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1575028.250000 Penalty: 943.640137
	Iteration 60F: 3 clusters Score -1575028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1575034.500000 Penalty: 943.640137
	Iteration 61Q: 3 clusters Score -1575034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1575035.750000 Penalty: 943.640137
	Iteration 62Q: 3 clusters Score -1575036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1575042.125000 Penalty: 943.640137
	Iteration 63Q: 3 clusters Score -1575042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1575038.000000 Penalty: 943.640137
	Iteration 64Q: 3 clusters Score -1575038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1575041.875000 Penalty: 943.640137
	Iteration 65Q: 3 clusters Score -1575042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1575042.625000 Penalty: 943.640137
	Iteration 66Q: 3 clusters Score -1575043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1575045.250000 Penalty: 943.640137
	Iteration 67Q: 3 clusters Score -1575045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1575050.625000 Penalty: 943.640137
	Iteration 68Q: 3 clusters Score -1575051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1575051.500000 Penalty: 943.640137
	Iteration 69Q: 3 clusters Score -1575052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1575060.125000 Penalty: 943.640137
	Iteration 70Q: 3 clusters Score -1575060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1575058.500000 Penalty: 943.640137
	Iteration 71Q: 3 clusters Score -1575058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1575065.625000 Penalty: 943.640137
	Iteration 72Q: 3 clusters Score -1575066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1575066.375000 Penalty: 943.640137
	Iteration 73Q: 3 clusters Score -1575066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1575073.000000 Penalty: 943.640137
	Iteration 74Q: 3 clusters Score -1575073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1575075.625000 Penalty: 943.640137
	Iteration 75Q: 3 clusters Score -1575076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1575082.000000 Penalty: 943.640137
	Iteration 76Q: 3 clusters Score -1575082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1575084.125000 Penalty: 943.640137
	Iteration 77Q: 3 clusters Score -1575084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1575086.125000 Penalty: 943.640137
	Iteration 78Q: 3 clusters Score -1575086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1575088.625000 Penalty: 943.640137
	Iteration 79Q: 3 clusters Score -1575089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1575095.625000 Penalty: 943.640137
	Iteration 80F: 3 clusters Score -1575096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1575096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1575095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1575098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1575101.625000 Penalty: 943.640137
	Iteration 84Q: 3 clusters Score -1575102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1575103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1575107.625000 Penalty: 943.640137
	Iteration 86Q: 3 clusters Score -1575108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1575110.625000 Penalty: 943.640137
	Iteration 87Q: 3 clusters Score -1575111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1575115.125000 Penalty: 943.640137
	Iteration 88Q: 3 clusters Score -1575115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1575121.125000 Penalty: 943.640137
	Iteration 89Q: 3 clusters Score -1575121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1575122.125000 Penalty: 943.640137
	Iteration 90Q: 3 clusters Score -1575122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1575129.750000 Penalty: 943.640137
	Iteration 91Q: 3 clusters Score -1575130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1575134.125000 Penalty: 943.640137
	Iteration 92Q: 3 clusters Score -1575134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1575136.750000 Penalty: 943.640137
	Iteration 93Q: 3 clusters Score -1575137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1575141.125000 Penalty: 943.640137
	Iteration 94Q: 3 clusters Score -1575141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1575149.000000 Penalty: 943.640137
	Iteration 95Q: 3 clusters Score -1575149 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1575154.250000 Penalty: 943.640137
	Iteration 96Q: 3 clusters Score -1575154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1575164.000000 Penalty: 943.640137
	Iteration 97Q: 3 clusters Score -1575164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1575168.750000 Penalty: 943.640137
	Iteration 98Q: 3 clusters Score -1575169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1575172.875000 Penalty: 943.640137
	Iteration 99Q: 3 clusters Score -1575173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1575173.375000 Penalty: 943.640137
	Iteration 100F: 3 clusters Score -1575173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1575180.875000 Penalty: 943.640137
	Iteration 101Q: 3 clusters Score -1575181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1575182.500000 Penalty: 943.640137
	Iteration 102Q: 3 clusters Score -1575182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1575182.125000 Penalty: 943.640137
	Iteration 103Q: 3 clusters Score -1575182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1575181.125000 Penalty: 943.640137
	Iteration 104Q: 3 clusters Score -1575181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1575184.375000 Penalty: 943.640137
	Iteration 105Q: 3 clusters Score -1575184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1575183.875000 Penalty: 943.640137
	Iteration 106Q: 3 clusters Score -1575184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1575182.750000 Penalty: 943.640137
	Iteration 107Q: 3 clusters Score -1575183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1575182.375000 Penalty: 943.640137
	Iteration 108Q: 3 clusters Score -1575182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1575187.125000 Penalty: 943.640137
	Iteration 109Q: 3 clusters Score -1575187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1575187.750000 Penalty: 943.640137
	Iteration 110Q: 3 clusters Score -1575188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1575186.875000 Penalty: 943.640137
	Iteration 111Q: 3 clusters Score -1575187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1575190.000000 Penalty: 943.640137
	Iteration 112Q: 3 clusters Score -1575190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1575189.875000 Penalty: 943.640137
	Iteration 113Q: 3 clusters Score -1575190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1575197.375000 Penalty: 943.640137
	Iteration 114Q: 3 clusters Score -1575197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1575198.625000 Penalty: 943.640137
	Iteration 115Q: 3 clusters Score -1575199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1575204.750000 Penalty: 943.640137
	Iteration 116Q: 3 clusters Score -1575205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1575217.500000 Penalty: 943.640137
	Iteration 117Q: 3 clusters Score -1575218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1575222.750000 Penalty: 943.640137
	Iteration 118Q: 3 clusters Score -1575223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1575231.750000 Penalty: 943.640137
	Iteration 119Q: 3 clusters Score -1575232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1575230.750000 Penalty: 943.640137
	Iteration 120F: 3 clusters Score -1575231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1575234.250000 Penalty: 943.640137
	Iteration 121Q: 3 clusters Score -1575234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1575239.875000 Penalty: 943.640137
	Iteration 122Q: 3 clusters Score -1575240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1575241.125000 Penalty: 943.640137
	Iteration 123Q: 3 clusters Score -1575241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1575239.500000 Penalty: 943.640137
	Iteration 124Q: 3 clusters Score -1575240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1575238.125000 Penalty: 943.640137
	Iteration 125Q: 3 clusters Score -1575238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1575236.750000 Penalty: 943.640137
	Iteration 126Q: 3 clusters Score -1575237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1575243.375000 Penalty: 943.640137
	Iteration 127Q: 3 clusters Score -1575243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1575244.500000 Penalty: 943.640137
	Iteration 128Q: 3 clusters Score -1575244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1575247.125000 Penalty: 943.640137
	Iteration 129Q: 3 clusters Score -1575247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1575243.625000 Penalty: 943.640137
	Iteration 130Q: 3 clusters Score -1575244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1575243.875000 Penalty: 943.640137
	Iteration 131Q: 3 clusters Score -1575244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1575246.500000 Penalty: 943.640137
	Iteration 132Q: 3 clusters Score -1575246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1575249.750000 Penalty: 943.640137
	Iteration 133Q: 3 clusters Score -1575250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1575250.250000 Penalty: 943.640137
	Iteration 134Q: 3 clusters Score -1575250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1575252.625000 Penalty: 943.640137
	Iteration 135Q: 3 clusters Score -1575253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1575251.625000 Penalty: 943.640137
	Iteration 136Q: 3 clusters Score -1575252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1575252.500000 Penalty: 943.640137
	Iteration 137Q: 3 clusters Score -1575252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1575256.000000 Penalty: 943.640137
	Iteration 138Q: 3 clusters Score -1575256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1575257.750000 Penalty: 943.640137
	Iteration 139Q: 3 clusters Score -1575258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1575258.375000 Penalty: 943.640137
	Iteration 140F: 3 clusters Score -1575258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1575256.250000 Penalty: 943.640137
	Iteration 141Q: 3 clusters Score -1575256 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1575257.250000 Penalty: 943.640137
	Iteration 142Q: 3 clusters Score -1575257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1575258.875000 Penalty: 943.640137
	Iteration 143Q: 3 clusters Score -1575259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1575257.750000 Penalty: 943.640137
	Iteration 144Q: 3 clusters Score -1575258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1575259.000000 Penalty: 943.640137
	Iteration 145Q: 3 clusters Score -1575259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1575260.125000 Penalty: 943.640137
	Iteration 146Q: 3 clusters Score -1575260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1575261.875000 Penalty: 943.640137
	Iteration 147Q: 3 clusters Score -1575262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1575262.500000 Penalty: 943.640137
	Iteration 148Q: 3 clusters Score -1575262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1575263.750000 Penalty: 943.640137
	Iteration 149Q: 3 clusters Score -1575264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1575269.125000 Penalty: 943.640137
	Iteration 150Q: 3 clusters Score -1575269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1575269.875000 Penalty: 943.640137
	Iteration 151Q: 3 clusters Score -1575270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1575269.875000 Penalty: 943.640137
	Iteration 152Q: 3 clusters Score -1575270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1575269.875000 Penalty: 943.640137
	Iteration 153Q: 3 clusters Score -1575270 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1575271.250000 Penalty: 943.640137
	Iteration 154Q: 3 clusters Score -1575271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1575272.000000 Penalty: 943.640137
	Iteration 155Q: 3 clusters Score -1575272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1575273.000000 Penalty: 943.640137
	Iteration 156Q: 3 clusters Score -1575273 nChanged 7
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -1575275.625000 Penalty: 943.640137
	Iteration 157Q: 3 clusters Score -1575276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1575275.500000 Penalty: 943.640137
	Iteration 158Q: 3 clusters Score -1575276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1575276.125000 Penalty: 943.640137
	Iteration 159Q: 3 clusters Score -1575276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1575277.000000 Penalty: 943.640137
	Iteration 160F: 3 clusters Score -1575277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1575275.500000 Penalty: 943.640137
	Iteration 161Q: 3 clusters Score -1575276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1575276.500000 Penalty: 943.640137
	Iteration 162Q: 3 clusters Score -1575276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1575276.625000 Penalty: 943.640137
	Iteration 163Q: 3 clusters Score -1575277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1575275.875000 Penalty: 943.640137
	Iteration 164Q: 3 clusters Score -1575276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1575275.000000 Penalty: 943.640137
	Iteration 165Q: 3 clusters Score -1575275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1575275.000000 Penalty: 943.640137
	Iteration 166F: 3 clusters Score -1575275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Entering Unmasked Estep 
Score: -346350.343750 Penalty: 404.262360
	Iteration 0F: 2 clusters Score -346350.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -341536.968750 Penalty: 808.524719
	Iteration 0F: 3 clusters Score -341537 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -343319.468750 Penalty: 808.524719
	Iteration 1F: 3 clusters Score -343319.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -343492.687500 Penalty: 808.524719
	Iteration 2F: 3 clusters Score -343492.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -343692.062500 Penalty: 808.524719
	Iteration 3F: 3 clusters Score -343692.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -343973.187500 Penalty: 808.524719
	Iteration 4F: 3 clusters Score -343973.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -344360.968750 Penalty: 808.524719
	Iteration 5F: 3 clusters Score -344361 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -344721.000000 Penalty: 808.524719
	Iteration 6F: 3 clusters Score -344721 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -345056.062500 Penalty: 808.524719
	Iteration 7F: 3 clusters Score -345056.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -345331.218750 Penalty: 808.524719
	Iteration 8F: 3 clusters Score -345331.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -345512.187500 Penalty: 808.524719
	Iteration 9Q: 3 clusters Score -345512.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -345600.593750 Penalty: 808.524719
	Iteration 10Q: 3 clusters Score -345600.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -345643.312500 Penalty: 808.524719
	Iteration 11Q: 3 clusters Score -345643.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -345668.031250 Penalty: 808.524719
	Iteration 12Q: 3 clusters Score -345668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -345690.937500 Penalty: 808.524719
	Iteration 13Q: 3 clusters Score -345690.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -345703.218750 Penalty: 808.524719
	Iteration 14Q: 3 clusters Score -345703.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -345711.187500 Penalty: 808.524719
	Iteration 15Q: 3 clusters Score -345711.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -345717.437500 Penalty: 808.524719
	Iteration 16Q: 3 clusters Score -345717.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -345722.062500 Penalty: 808.524719
	Iteration 17Q: 3 clusters Score -345722.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -345723.031250 Penalty: 808.524719
	Iteration 18Q: 3 clusters Score -345723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -345724.406250 Penalty: 808.524719
	Iteration 19Q: 3 clusters Score -345724.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -345725.343750 Penalty: 808.524719
	Iteration 20F: 3 clusters Score -345725.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -345726.312500 Penalty: 808.524719
	Iteration 21Q: 3 clusters Score -345726.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -345728.218750 Penalty: 808.524719
	Iteration 22Q: 3 clusters Score -345728.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -345731.843750 Penalty: 808.524719
	Iteration 23Q: 3 clusters Score -345731.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -345737.250000 Penalty: 808.524719
	Iteration 24Q: 3 clusters Score -345737.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -345741.562500 Penalty: 808.524719
	Iteration 25Q: 3 clusters Score -345741.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -345745.156250 Penalty: 808.524719
	Iteration 26Q: 3 clusters Score -345745.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -345751.406250 Penalty: 808.524719
	Iteration 27Q: 3 clusters Score -345751.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -345753.468750 Penalty: 808.524719
	Iteration 28Q: 3 clusters Score -345753.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -345757.218750 Penalty: 808.524719
	Iteration 29Q: 3 clusters Score -345757.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -345760.687500 Penalty: 808.524719
	Iteration 30Q: 3 clusters Score -345760.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -345765.656250 Penalty: 808.524719
	Iteration 31Q: 3 clusters Score -345765.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -345770.812500 Penalty: 808.524719
	Iteration 32Q: 3 clusters Score -345770.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -345779.906250 Penalty: 808.524719
	Iteration 33Q: 3 clusters Score -345779.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -345785.625000 Penalty: 808.524719
	Iteration 34Q: 3 clusters Score -345785.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -345793.187500 Penalty: 808.524719
	Iteration 35Q: 3 clusters Score -345793.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -345802.406250 Penalty: 808.524719
	Iteration 36Q: 3 clusters Score -345802.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -345810.781250 Penalty: 808.524719
	Iteration 37Q: 3 clusters Score -345810.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -345817.968750 Penalty: 808.524719
	Iteration 38Q: 3 clusters Score -345818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -345824.968750 Penalty: 808.524719
	Iteration 39Q: 3 clusters Score -345825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -345829.875000 Penalty: 808.524719
	Iteration 40F: 3 clusters Score -345829.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -345834.781250 Penalty: 808.524719
	Iteration 41Q: 3 clusters Score -345834.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -345836.250000 Penalty: 808.524719
	Iteration 42Q: 3 clusters Score -345836.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -345838.781250 Penalty: 808.524719
	Iteration 43Q: 3 clusters Score -345838.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -345839.875000 Penalty: 808.524719
	Iteration 44Q: 3 clusters Score -345839.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -345842.218750 Penalty: 808.524719
	Iteration 45Q: 3 clusters Score -345842.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -345844.218750 Penalty: 808.524719
	Iteration 46Q: 3 clusters Score -345844.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -345844.656250 Penalty: 808.524719
	Iteration 47Q: 3 clusters Score -345844.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -345845.031250 Penalty: 808.524719
	Iteration 48Q: 3 clusters Score -345845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -345845.093750 Penalty: 808.524719
	Iteration 49Q: 3 clusters Score -345845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -345845.468750 Penalty: 808.524719
	Iteration 50Q: 3 clusters Score -345845.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -345846.968750 Penalty: 808.524719
	Iteration 51Q: 3 clusters Score -345847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -345848.093750 Penalty: 808.524719
	Iteration 52Q: 3 clusters Score -345848.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -345848.625000 Penalty: 808.524719
	Iteration 53Q: 3 clusters Score -345848.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -345848.375000 Penalty: 808.524719
	Iteration 54Q: 3 clusters Score -345848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -345849.687500 Penalty: 808.524719
	Iteration 55Q: 3 clusters Score -345849.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -345849.468750 Penalty: 808.524719
	Iteration 56Q: 3 clusters Score -345849.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -345850.437500 Penalty: 808.524719
	Iteration 57Q: 3 clusters Score -345850.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -345851.687500 Penalty: 808.524719
	Iteration 58Q: 3 clusters Score -345851.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -345851.906250 Penalty: 808.524719
	Iteration 59Q: 3 clusters Score -345851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -345853.281250 Penalty: 808.524719
	Iteration 60F: 3 clusters Score -345853.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -345852.718750 Penalty: 808.524719
	Iteration 61Q: 3 clusters Score -345852.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -345853.000000 Penalty: 808.524719
	Iteration 62Q: 3 clusters Score -345853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -345853.593750 Penalty: 808.524719
	Iteration 63Q: 3 clusters Score -345853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -345852.968750 Penalty: 808.524719
	Iteration 64Q: 3 clusters Score -345853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -345853.687500 Penalty: 808.524719
	Iteration 65Q: 3 clusters Score -345853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -345853.625000 Penalty: 808.524719
	Iteration 66Q: 3 clusters Score -345853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -345853.468750 Penalty: 808.524719
	Iteration 67Q: 3 clusters Score -345853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -345853.468750 Penalty: 808.524719
	Iteration 68F: 3 clusters Score -345853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -83453.710938 Penalty: 338.231842
	Iteration 0F: 2 clusters Score -83453.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -82194.812500 Penalty: 676.463684
	Iteration 0F: 3 clusters Score -82194.81 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -82605.296875 Penalty: 676.463684
	Iteration 1F: 3 clusters Score -82605.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -82667.250000 Penalty: 676.463684
	Iteration 2F: 3 clusters Score -82667.25 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -82705.039062 Penalty: 676.463684
	Iteration 3F: 3 clusters Score -82705.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -82736.203125 Penalty: 676.463684
	Iteration 4Q: 3 clusters Score -82736.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -82780.843750 Penalty: 676.463684
	Iteration 5Q: 3 clusters Score -82780.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -82822.273438 Penalty: 676.463684
	Iteration 6Q: 3 clusters Score -82822.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -82866.085938 Penalty: 676.463684
	Iteration 7Q: 3 clusters Score -82866.09 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -82915.820312 Penalty: 676.463684
	Iteration 8Q: 3 clusters Score -82915.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -82941.929688 Penalty: 676.463684
	Iteration 9Q: 3 clusters Score -82941.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -82962.093750 Penalty: 676.463684
	Iteration 10Q: 3 clusters Score -82962.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -82980.054688 Penalty: 676.463684
	Iteration 11Q: 3 clusters Score -82980.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -82992.773438 Penalty: 676.463684
	Iteration 12Q: 3 clusters Score -82992.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -83001.554688 Penalty: 676.463684
	Iteration 13Q: 3 clusters Score -83001.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -83010.578125 Penalty: 676.463684
	Iteration 14Q: 3 clusters Score -83010.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -83016.328125 Penalty: 676.463684
	Iteration 15Q: 3 clusters Score -83016.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83023.398438 Penalty: 676.463684
	Iteration 16Q: 3 clusters Score -83023.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -83036.632812 Penalty: 676.463684
	Iteration 17Q: 3 clusters Score -83036.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83048.476562 Penalty: 676.463684
	Iteration 18Q: 3 clusters Score -83048.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83052.890625 Penalty: 676.463684
	Iteration 19Q: 3 clusters Score -83052.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83056.593750 Penalty: 676.463684
	Iteration 20F: 3 clusters Score -83056.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -83060.703125 Penalty: 676.463684
	Iteration 21Q: 3 clusters Score -83060.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83063.726562 Penalty: 676.463684
	Iteration 22Q: 3 clusters Score -83063.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83064.507812 Penalty: 676.463684
	Iteration 23Q: 3 clusters Score -83064.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83065.820312 Penalty: 676.463684
	Iteration 24Q: 3 clusters Score -83065.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83067.421875 Penalty: 676.463684
	Iteration 25Q: 3 clusters Score -83067.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83068.796875 Penalty: 676.463684
	Iteration 26Q: 3 clusters Score -83068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83076.015625 Penalty: 676.463684
	Iteration 27Q: 3 clusters Score -83076.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -83081.773438 Penalty: 676.463684
	Iteration 28Q: 3 clusters Score -83081.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83085.765625 Penalty: 676.463684
	Iteration 29Q: 3 clusters Score -83085.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83087.648438 Penalty: 676.463684
	Iteration 30Q: 3 clusters Score -83087.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83089.765625 Penalty: 676.463684
	Iteration 31Q: 3 clusters Score -83089.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83091.281250 Penalty: 676.463684
	Iteration 32Q: 3 clusters Score -83091.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -83092.460938 Penalty: 676.463684
	Iteration 33Q: 3 clusters Score -83092.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -83093.109375 Penalty: 676.463684
	Iteration 34Q: 3 clusters Score -83093.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -83093.632812 Penalty: 676.463684
	Iteration 35Q: 3 clusters Score -83093.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83093.937500 Penalty: 676.463684
	Iteration 36Q: 3 clusters Score -83093.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83093.953125 Penalty: 676.463684
	Iteration 37Q: 3 clusters Score -83093.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83093.953125 Penalty: 676.463684
	Iteration 38F: 3 clusters Score -83093.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -106599.312500 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -106599.3 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 1119 members 
Entering Unmasked Estep 
Score: -104952.742188 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -104952.7 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -105555.921875 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -105555.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -105665.148438 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -105665.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105770.687500 Penalty: 704.598083
	Iteration 3F: 3 clusters Score -105770.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105882.335938 Penalty: 704.598083
	Iteration 4F: 3 clusters Score -105882.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105984.375000 Penalty: 704.598083
	Iteration 5F: 3 clusters Score -105984.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -106079.718750 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -106079.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106131.273438 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -106131.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106167.843750 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -106167.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -106201.585938 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -106201.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -106225.515625 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -106225.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -106239.023438 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -106239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -106251.382812 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -106251.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -106264.164062 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -106264.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -106271.195312 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -106271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -106273.796875 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -106273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -106275.960938 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -106276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -106277.367188 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -106277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -106280.203125 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -106280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -106285.953125 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -106286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -106289.617188 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -106289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -106293.046875 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -106293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -106294.312500 Penalty: 704.598083
	Iteration 22Q: 3 clusters Score -106294.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -106299.351562 Penalty: 704.598083
	Iteration 23Q: 3 clusters Score -106299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -106302.460938 Penalty: 704.598083
	Iteration 24Q: 3 clusters Score -106302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -106303.234375 Penalty: 704.598083
	Iteration 25Q: 3 clusters Score -106303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -106303.234375 Penalty: 704.598083
	Iteration 26F: 3 clusters Score -106303.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Entering Unmasked Estep 
Score: -4609564.000000 Penalty: 522.276428
	Iteration 0F: 2 clusters Score -4609564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -4544554.500000 Penalty: 1044.552856
	Iteration 0F: 3 clusters Score -4544554 nChanged 46947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -4574146.000000 Penalty: 1044.552856
	Iteration 1F: 3 clusters Score -4574146 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -4576644.000000 Penalty: 1044.552856
	Iteration 2F: 3 clusters Score -4576644 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -4580444.500000 Penalty: 1044.552856
	Iteration 3F: 3 clusters Score -4580444 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -4585783.500000 Penalty: 1044.552856
	Iteration 4F: 3 clusters Score -4585784 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -4592339.500000 Penalty: 1044.552856
	Iteration 5F: 3 clusters Score -4592340 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -4598326.500000 Penalty: 1044.552856
	Iteration 6F: 3 clusters Score -4598326 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -4602559.500000 Penalty: 1044.552856
	Iteration 7Q: 3 clusters Score -4602560 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4605384.500000 Penalty: 1044.552856
	Iteration 8Q: 3 clusters Score -4605384 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94145 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4607117.500000 Penalty: 1044.552856
	Iteration 9Q: 3 clusters Score -4607118 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95307 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4608115.500000 Penalty: 1044.552856
	Iteration 10Q: 3 clusters Score -4608116 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4608663.500000 Penalty: 1044.552856
	Iteration 11Q: 3 clusters Score -4608664 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4608922.500000 Penalty: 1044.552856
	Iteration 12Q: 3 clusters Score -4608922 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4609038.500000 Penalty: 1044.552856
	Iteration 13Q: 3 clusters Score -4609038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96475 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4609069.500000 Penalty: 1044.552856
	Iteration 14Q: 3 clusters Score -4609070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4609084.000000 Penalty: 1044.552856
	Iteration 15Q: 3 clusters Score -4609084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -4609099.500000 Penalty: 1044.552856
	Iteration 16Q: 3 clusters Score -4609100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96503 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4609111.000000 Penalty: 1044.552856
	Iteration 17Q: 3 clusters Score -4609111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4609118.500000 Penalty: 1044.552856
	Iteration 18Q: 3 clusters Score -4609118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4609122.000000 Penalty: 1044.552856
	Iteration 19Q: 3 clusters Score -4609122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4609126.000000 Penalty: 1044.552856
	Iteration 20F: 3 clusters Score -4609126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96514 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4609131.500000 Penalty: 1044.552856
	Iteration 21Q: 3 clusters Score -4609132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96514 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4609131.500000 Penalty: 1044.552856
	Iteration 22F: 3 clusters Score -4609132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (216388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216388 members 
Entering Unmasked Estep 
Score: -10188420.000000 Penalty: 558.959656
	Iteration 0F: 2 clusters Score -1.018842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108297 members 
Mstep: Class 2 contains 108091 members 
Entering Unmasked Estep 
Score: -10043409.000000 Penalty: 1117.919312
	Iteration 0F: 3 clusters Score -1.004341e+07 nChanged 106822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108809 members 
Mstep: Class 2 contains 107579 members 
Entering Unmasked Estep 
Score: -10107648.000000 Penalty: 1117.919312
	Iteration 1F: 3 clusters Score -1.010765e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 107381 members 
Entering Unmasked Estep 
Score: -10108869.000000 Penalty: 1117.919312
	Iteration 2Q: 3 clusters Score -1.010887e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 107009 members 
Entering Unmasked Estep 
Score: -10110397.000000 Penalty: 1117.919312
	Iteration 3Q: 3 clusters Score -1.01104e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109959 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -10112364.000000 Penalty: 1117.919312
	Iteration 4Q: 3 clusters Score -1.011236e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111160 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
Score: -10115090.000000 Penalty: 1117.919312
	Iteration 5Q: 3 clusters Score -1.011509e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113230 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -10118915.000000 Penalty: 1117.919312
	Iteration 6Q: 3 clusters Score -1.011892e+07 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116300 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -10124451.000000 Penalty: 1117.919312
	Iteration 7Q: 3 clusters Score -1.012445e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120199 members 
Mstep: Class 2 contains 96189 members 
Entering Unmasked Estep 
Score: -10131651.000000 Penalty: 1117.919312
	Iteration 8F: 3 clusters Score -1.013165e+07 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124261 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -10140221.000000 Penalty: 1117.919312
	Iteration 9F: 3 clusters Score -1.014022e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127541 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -10147695.000000 Penalty: 1117.919312
	Iteration 10F: 3 clusters Score -1.01477e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129754 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -10151521.000000 Penalty: 1117.919312
	Iteration 11Q: 3 clusters Score -1.015152e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -10152882.000000 Penalty: 1117.919312
	Iteration 12Q: 3 clusters Score -1.015288e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133429 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -10153469.000000 Penalty: 1117.919312
	Iteration 13Q: 3 clusters Score -1.015347e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135396 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -10153919.000000 Penalty: 1117.919312
	Iteration 14Q: 3 clusters Score -1.015392e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137621 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -10154314.000000 Penalty: 1117.919312
	Iteration 15Q: 3 clusters Score -1.015431e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139990 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -10154835.000000 Penalty: 1117.919312
	Iteration 16Q: 3 clusters Score -1.015484e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142493 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -10155429.000000 Penalty: 1117.919312
	Iteration 17Q: 3 clusters Score -1.015543e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145239 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -10156101.000000 Penalty: 1117.919312
	Iteration 18Q: 3 clusters Score -1.01561e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148231 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -10156857.000000 Penalty: 1117.919312
	Iteration 19Q: 3 clusters Score -1.015686e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151400 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -10157605.000000 Penalty: 1117.919312
	Iteration 20F: 3 clusters Score -1.01576e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -10158603.000000 Penalty: 1117.919312
	Iteration 21Q: 3 clusters Score -1.01586e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158210 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -10159627.000000 Penalty: 1117.919312
	Iteration 22Q: 3 clusters Score -1.015963e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -10160829.000000 Penalty: 1117.919312
	Iteration 23Q: 3 clusters Score -1.016083e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -10162139.000000 Penalty: 1117.919312
	Iteration 24Q: 3 clusters Score -1.016214e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170147 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -10163682.000000 Penalty: 1117.919312
	Iteration 25Q: 3 clusters Score -1.016368e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174660 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -10165416.000000 Penalty: 1117.919312
	Iteration 26Q: 3 clusters Score -1.016542e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179344 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -10167508.000000 Penalty: 1117.919312
	Iteration 27Q: 3 clusters Score -1.016751e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184246 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -10169843.000000 Penalty: 1117.919312
	Iteration 28Q: 3 clusters Score -1.016984e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189125 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -10172273.000000 Penalty: 1117.919312
	Iteration 29Q: 3 clusters Score -1.017227e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193673 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -10174653.000000 Penalty: 1117.919312
	Iteration 30Q: 3 clusters Score -1.017465e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197900 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -10177089.000000 Penalty: 1117.919312
	Iteration 31Q: 3 clusters Score -1.017709e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201737 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -10179556.000000 Penalty: 1117.919312
	Iteration 32Q: 3 clusters Score -1.017956e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205211 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -10182044.000000 Penalty: 1117.919312
	Iteration 33Q: 3 clusters Score -1.018204e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208239 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -10183968.000000 Penalty: 1117.919312
	Iteration 34Q: 3 clusters Score -1.018397e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210756 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -10185429.000000 Penalty: 1117.919312
	Iteration 35Q: 3 clusters Score -1.018543e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212768 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -10186442.000000 Penalty: 1117.919312
	Iteration 36Q: 3 clusters Score -1.018644e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214232 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -10187111.000000 Penalty: 1117.919312
	Iteration 37Q: 3 clusters Score -1.018711e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215254 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10187464.000000 Penalty: 1117.919312
	Iteration 38Q: 3 clusters Score -1.018746e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215850 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10187725.000000 Penalty: 1117.919312
	Iteration 39Q: 3 clusters Score -1.018772e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216108 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10187819.000000 Penalty: 1117.919312
	Iteration 40F: 3 clusters Score -1.018782e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216212 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10187898.000000 Penalty: 1117.919312
	Iteration 41Q: 3 clusters Score -1.01879e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216248 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10187916.000000 Penalty: 1117.919312
	Iteration 42Q: 3 clusters Score -1.018792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216266 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10187929.000000 Penalty: 1117.919312
	Iteration 43Q: 3 clusters Score -1.018793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216279 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10187937.000000 Penalty: 1117.919312
	Iteration 44Q: 3 clusters Score -1.018794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216281 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10187938.000000 Penalty: 1117.919312
	Iteration 45Q: 3 clusters Score -1.018794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216284 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10187943.000000 Penalty: 1117.919312
	Iteration 46Q: 3 clusters Score -1.018794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216288 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10187943.000000 Penalty: 1117.919312
	Iteration 47Q: 3 clusters Score -1.018794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216290 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10187947.000000 Penalty: 1117.919312
	Iteration 48Q: 3 clusters Score -1.018795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216290 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10187947.000000 Penalty: 1117.919312
	Iteration 49Q: 3 clusters Score -1.018795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216288 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10187947.000000 Penalty: 1117.919312
	Iteration 50Q: 3 clusters Score -1.018795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216288 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10187948.000000 Penalty: 1117.919312
	Iteration 51Q: 3 clusters Score -1.018795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216291 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10187954.000000 Penalty: 1117.919312
	Iteration 52Q: 3 clusters Score -1.018795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216293 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10187960.000000 Penalty: 1117.919312
	Iteration 53Q: 3 clusters Score -1.018796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216295 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10187956.000000 Penalty: 1117.919312
	Iteration 54Q: 3 clusters Score -1.018796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216296 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10187961.000000 Penalty: 1117.919312
	Iteration 55Q: 3 clusters Score -1.018796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216296 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10187961.000000 Penalty: 1117.919312
	Iteration 56F: 3 clusters Score -1.018796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -148712.046875 Penalty: 362.258209
	Iteration 0F: 2 clusters Score -148712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -146671.078125 Penalty: 724.516418
	Iteration 0F: 3 clusters Score -146671.1 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -147331.281250 Penalty: 724.516418
	Iteration 1F: 3 clusters Score -147331.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -147421.031250 Penalty: 724.516418
	Iteration 2F: 3 clusters Score -147421 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -147523.578125 Penalty: 724.516418
	Iteration 3F: 3 clusters Score -147523.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -147649.593750 Penalty: 724.516418
	Iteration 4F: 3 clusters Score -147649.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -147772.953125 Penalty: 724.516418
	Iteration 5F: 3 clusters Score -147773 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -147898.875000 Penalty: 724.516418
	Iteration 6F: 3 clusters Score -147898.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -148034.796875 Penalty: 724.516418
	Iteration 7F: 3 clusters Score -148034.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -148122.937500 Penalty: 724.516418
	Iteration 8Q: 3 clusters Score -148122.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -148194.953125 Penalty: 724.516418
	Iteration 9Q: 3 clusters Score -148195 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -148248.937500 Penalty: 724.516418
	Iteration 10Q: 3 clusters Score -148248.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -148275.187500 Penalty: 724.516418
	Iteration 11Q: 3 clusters Score -148275.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -148306.265625 Penalty: 724.516418
	Iteration 12Q: 3 clusters Score -148306.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -148329.140625 Penalty: 724.516418
	Iteration 13Q: 3 clusters Score -148329.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -148352.062500 Penalty: 724.516418
	Iteration 14Q: 3 clusters Score -148352.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -148373.437500 Penalty: 724.516418
	Iteration 15Q: 3 clusters Score -148373.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -148379.953125 Penalty: 724.516418
	Iteration 16Q: 3 clusters Score -148380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -148382.171875 Penalty: 724.516418
	Iteration 17Q: 3 clusters Score -148382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -148385.546875 Penalty: 724.516418
	Iteration 18Q: 3 clusters Score -148385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -148387.437500 Penalty: 724.516418
	Iteration 19Q: 3 clusters Score -148387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -148391.921875 Penalty: 724.516418
	Iteration 20F: 3 clusters Score -148391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -148395.921875 Penalty: 724.516418
	Iteration 21Q: 3 clusters Score -148395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -148399.500000 Penalty: 724.516418
	Iteration 22Q: 3 clusters Score -148399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -148400.609375 Penalty: 724.516418
	Iteration 23Q: 3 clusters Score -148400.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -148400.609375 Penalty: 724.516418
	Iteration 24F: 3 clusters Score -148400.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -56476.324219 Penalty: 327.653290
	Iteration 0F: 2 clusters Score -56476.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -55462.472656 Penalty: 655.306580
	Iteration 0F: 3 clusters Score -55462.47 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -55768.816406 Penalty: 655.306580
	Iteration 1F: 3 clusters Score -55768.82 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -55822.402344 Penalty: 655.306580
	Iteration 2F: 3 clusters Score -55822.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -55856.703125 Penalty: 655.306580
	Iteration 3Q: 3 clusters Score -55856.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -55890.593750 Penalty: 655.306580
	Iteration 4Q: 3 clusters Score -55890.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -55923.242188 Penalty: 655.306580
	Iteration 5Q: 3 clusters Score -55923.24 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -55964.613281 Penalty: 655.306580
	Iteration 6Q: 3 clusters Score -55964.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -56004.093750 Penalty: 655.306580
	Iteration 7Q: 3 clusters Score -56004.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -56035.765625 Penalty: 655.306580
	Iteration 8Q: 3 clusters Score -56035.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -56065.207031 Penalty: 655.306580
	Iteration 9Q: 3 clusters Score -56065.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -56099.746094 Penalty: 655.306580
	Iteration 10Q: 3 clusters Score -56099.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -56124.031250 Penalty: 655.306580
	Iteration 11Q: 3 clusters Score -56124.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -56139.589844 Penalty: 655.306580
	Iteration 12Q: 3 clusters Score -56139.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -56150.824219 Penalty: 655.306580
	Iteration 13Q: 3 clusters Score -56150.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -56157.398438 Penalty: 655.306580
	Iteration 14Q: 3 clusters Score -56157.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -56168.222656 Penalty: 655.306580
	Iteration 15Q: 3 clusters Score -56168.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -56175.972656 Penalty: 655.306580
	Iteration 16Q: 3 clusters Score -56175.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -56181.261719 Penalty: 655.306580
	Iteration 17Q: 3 clusters Score -56181.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -56184.519531 Penalty: 655.306580
	Iteration 18Q: 3 clusters Score -56184.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -56185.718750 Penalty: 655.306580
	Iteration 19Q: 3 clusters Score -56185.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -56185.988281 Penalty: 655.306580
	Iteration 20F: 3 clusters Score -56185.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -56186.898438 Penalty: 655.306580
	Iteration 21Q: 3 clusters Score -56186.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -56186.898438 Penalty: 655.306580
	Iteration 22F: 3 clusters Score -56186.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17248.863281 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17248.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16841.011719 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -16841.01 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17107.373047 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17107.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17200.136719 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17200.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17227.648438 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -17227.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17256.162109 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17256.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17275.712891 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17275.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17292.896484 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17294.439453 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17294.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17298.259766 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17298.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17299.281250 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -17299.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17299.281250 Penalty: 542.919373
	Iteration 10F: 3 clusters Score -17299.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94367 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23563 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24555 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96626 members 
Mstep: Class 14 contains 216388 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 18494 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 2437 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183719 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 42057 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 186034 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42555 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37485 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185021 members 
Mstep: Class 43 contains 10883 members 
Mstep: Class 44 contains 6420 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8752 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 8346 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194045 members 
Mstep: Class 65 contains 13700 members 
Mstep: Class 66 contains 49307 members 
Mstep: Class 67 contains 2628 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31419 members 
Mstep: Class 72 contains 156287 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212025 members 
Mstep: Class 77 contains 170 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90794744.000000 Penalty: 52748.445312
Splitting cluster 17 changes total score from -90795296.000000 to -90794744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (18494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Entering Unmasked Estep 
Score: -952214.812500 Penalty: 447.046692
	Iteration 0F: 2 clusters Score -952214.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -939851.312500 Penalty: 894.093384
	Iteration 0F: 3 clusters Score -939851.3 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -944709.437500 Penalty: 894.093384
	Iteration 1F: 3 clusters Score -944709.4 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -944952.500000 Penalty: 894.093384
	Iteration 2Q: 3 clusters Score -944952.5 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -945322.562500 Penalty: 894.093384
	Iteration 3F: 3 clusters Score -945322.6 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -945941.437500 Penalty: 894.093384
	Iteration 4F: 3 clusters Score -945941.4 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -946890.687500 Penalty: 894.093384
	Iteration 5F: 3 clusters Score -946890.7 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -948195.187500 Penalty: 894.093384
	Iteration 6F: 3 clusters Score -948195.2 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -949766.125000 Penalty: 894.093384
	Iteration 7F: 3 clusters Score -949766.1 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -950943.750000 Penalty: 894.093384
	Iteration 8F: 3 clusters Score -950943.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -951508.687500 Penalty: 894.093384
	Iteration 9Q: 3 clusters Score -951508.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -951723.875000 Penalty: 894.093384
	Iteration 10Q: 3 clusters Score -951723.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -951802.937500 Penalty: 894.093384
	Iteration 11Q: 3 clusters Score -951802.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -951826.625000 Penalty: 894.093384
	Iteration 12Q: 3 clusters Score -951826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -951832.437500 Penalty: 894.093384
	Iteration 13Q: 3 clusters Score -951832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -951833.937500 Penalty: 894.093384
	Iteration 14Q: 3 clusters Score -951833.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -951833.937500 Penalty: 894.093384
	Iteration 15F: 3 clusters Score -951833.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -80111.539062 Penalty: 337.527222
	Iteration 0F: 2 clusters Score -80111.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -78861.750000 Penalty: 675.054443
	Iteration 0F: 3 clusters Score -78861.75 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -79239.210938 Penalty: 675.054443
	Iteration 1F: 3 clusters Score -79239.21 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -79325.242188 Penalty: 675.054443
	Iteration 2F: 3 clusters Score -79325.24 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -79393.007812 Penalty: 675.054443
	Iteration 3F: 3 clusters Score -79393.01 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -79447.234375 Penalty: 675.054443
	Iteration 4F: 3 clusters Score -79447.23 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -79474.414062 Penalty: 675.054443
	Iteration 5Q: 3 clusters Score -79474.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -79497.281250 Penalty: 675.054443
	Iteration 6Q: 3 clusters Score -79497.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -79517.703125 Penalty: 675.054443
	Iteration 7Q: 3 clusters Score -79517.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -79540.671875 Penalty: 675.054443
	Iteration 8Q: 3 clusters Score -79540.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -79561.062500 Penalty: 675.054443
	Iteration 9Q: 3 clusters Score -79561.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79583.281250 Penalty: 675.054443
	Iteration 10Q: 3 clusters Score -79583.28 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -79607.164062 Penalty: 675.054443
	Iteration 11Q: 3 clusters Score -79607.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -79620.703125 Penalty: 675.054443
	Iteration 12Q: 3 clusters Score -79620.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -79626.539062 Penalty: 675.054443
	Iteration 13Q: 3 clusters Score -79626.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79629.890625 Penalty: 675.054443
	Iteration 14Q: 3 clusters Score -79629.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -79632.070312 Penalty: 675.054443
	Iteration 15Q: 3 clusters Score -79632.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79634.125000 Penalty: 675.054443
	Iteration 16Q: 3 clusters Score -79634.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -79635.140625 Penalty: 675.054443
	Iteration 17Q: 3 clusters Score -79635.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -79636.703125 Penalty: 675.054443
	Iteration 18Q: 3 clusters Score -79636.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -79638.382812 Penalty: 675.054443
	Iteration 19Q: 3 clusters Score -79638.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -79641.007812 Penalty: 675.054443
	Iteration 20F: 3 clusters Score -79641.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -79644.812500 Penalty: 675.054443
	Iteration 21Q: 3 clusters Score -79644.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -79649.554688 Penalty: 675.054443
	Iteration 22Q: 3 clusters Score -79649.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -79650.914062 Penalty: 675.054443
	Iteration 23Q: 3 clusters Score -79650.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -79652.335938 Penalty: 675.054443
	Iteration 24Q: 3 clusters Score -79652.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -79654.804688 Penalty: 675.054443
	Iteration 25Q: 3 clusters Score -79654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -79656.617188 Penalty: 675.054443
	Iteration 26Q: 3 clusters Score -79656.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -79657.945312 Penalty: 675.054443
	Iteration 27Q: 3 clusters Score -79657.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -79658.195312 Penalty: 675.054443
	Iteration 28Q: 3 clusters Score -79658.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79658.328125 Penalty: 675.054443
	Iteration 29Q: 3 clusters Score -79658.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -79658.468750 Penalty: 675.054443
	Iteration 30Q: 3 clusters Score -79658.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -79658.468750 Penalty: 675.054443
	Iteration 31F: 3 clusters Score -79658.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -40364.792969 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -40364.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39673.777344 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -39673.78 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39824.691406 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -39824.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -39860.976562 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -39860.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39878.378906 Penalty: 607.614624
	Iteration 3Q: 3 clusters Score -39878.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -39892.062500 Penalty: 607.614624
	Iteration 4Q: 3 clusters Score -39892.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39901.335938 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -39901.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39913.765625 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -39913.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -39926.148438 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -39926.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39944.921875 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -39944.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -39960.558594 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -39960.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39979.429688 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -39979.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39986.625000 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -39986.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39993.082031 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -39993.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39997.316406 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -39997.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40001.597656 Penalty: 607.614624
	Iteration 14Q: 3 clusters Score -40001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40005.656250 Penalty: 607.614624
	Iteration 15Q: 3 clusters Score -40005.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40006.515625 Penalty: 607.614624
	Iteration 16Q: 3 clusters Score -40006.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40006.515625 Penalty: 607.614624
	Iteration 17F: 3 clusters Score -40006.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -86945.500000 Penalty: 345.475586
	Iteration 0F: 2 clusters Score -86945.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -85474.421875 Penalty: 690.951172
	Iteration 0F: 3 clusters Score -85474.42 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -85941.851562 Penalty: 690.951172
	Iteration 1F: 3 clusters Score -85941.85 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -86061.679688 Penalty: 690.951172
	Iteration 2F: 3 clusters Score -86061.68 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -86185.523438 Penalty: 690.951172
	Iteration 3F: 3 clusters Score -86185.52 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -86287.351562 Penalty: 690.951172
	Iteration 4F: 3 clusters Score -86287.35 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -86384.562500 Penalty: 690.951172
	Iteration 5F: 3 clusters Score -86384.56 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -86467.835938 Penalty: 690.951172
	Iteration 6F: 3 clusters Score -86467.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -86535.820312 Penalty: 690.951172
	Iteration 7Q: 3 clusters Score -86535.82 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -86587.101562 Penalty: 690.951172
	Iteration 8Q: 3 clusters Score -86587.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -86636.898438 Penalty: 690.951172
	Iteration 9Q: 3 clusters Score -86636.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -86674.828125 Penalty: 690.951172
	Iteration 10Q: 3 clusters Score -86674.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -86703.539062 Penalty: 690.951172
	Iteration 11Q: 3 clusters Score -86703.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -86721.148438 Penalty: 690.951172
	Iteration 12Q: 3 clusters Score -86721.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -86727.179688 Penalty: 690.951172
	Iteration 13Q: 3 clusters Score -86727.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -86731.757812 Penalty: 690.951172
	Iteration 14Q: 3 clusters Score -86731.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -86734.843750 Penalty: 690.951172
	Iteration 15Q: 3 clusters Score -86734.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -86735.804688 Penalty: 690.951172
	Iteration 16Q: 3 clusters Score -86735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -86736.523438 Penalty: 690.951172
	Iteration 17Q: 3 clusters Score -86736.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -86736.898438 Penalty: 690.951172
	Iteration 18Q: 3 clusters Score -86736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -86737.781250 Penalty: 690.951172
	Iteration 19Q: 3 clusters Score -86737.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -86738.117188 Penalty: 690.951172
	Iteration 20F: 3 clusters Score -86738.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -86738.359375 Penalty: 690.951172
	Iteration 21Q: 3 clusters Score -86738.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -86739.015625 Penalty: 690.951172
	Iteration 22Q: 3 clusters Score -86739.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -86739.015625 Penalty: 690.951172
	Iteration 23F: 3 clusters Score -86739.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -109198.671875 Penalty: 350.363434
	Iteration 0F: 2 clusters Score -109198.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -107604.109375 Penalty: 700.726868
	Iteration 0F: 3 clusters Score -107604.1 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -108179.773438 Penalty: 700.726868
	Iteration 1F: 3 clusters Score -108179.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -108279.054688 Penalty: 700.726868
	Iteration 2F: 3 clusters Score -108279.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -108370.390625 Penalty: 700.726868
	Iteration 3F: 3 clusters Score -108370.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -108479.726562 Penalty: 700.726868
	Iteration 4F: 3 clusters Score -108479.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -108574.210938 Penalty: 700.726868
	Iteration 5F: 3 clusters Score -108574.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -108674.976562 Penalty: 700.726868
	Iteration 6F: 3 clusters Score -108675 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -108767.664062 Penalty: 700.726868
	Iteration 7Q: 3 clusters Score -108767.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -108861.187500 Penalty: 700.726868
	Iteration 8Q: 3 clusters Score -108861.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -108924.656250 Penalty: 700.726868
	Iteration 9Q: 3 clusters Score -108924.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -108970.304688 Penalty: 700.726868
	Iteration 10Q: 3 clusters Score -108970.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -109010.109375 Penalty: 700.726868
	Iteration 11Q: 3 clusters Score -109010.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -109035.750000 Penalty: 700.726868
	Iteration 12Q: 3 clusters Score -109035.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -109045.046875 Penalty: 700.726868
	Iteration 13Q: 3 clusters Score -109045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -109052.750000 Penalty: 700.726868
	Iteration 14Q: 3 clusters Score -109052.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -109057.968750 Penalty: 700.726868
	Iteration 15Q: 3 clusters Score -109058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -109061.500000 Penalty: 700.726868
	Iteration 16Q: 3 clusters Score -109061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -109064.031250 Penalty: 700.726868
	Iteration 17Q: 3 clusters Score -109064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -109066.398438 Penalty: 700.726868
	Iteration 18Q: 3 clusters Score -109066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -109067.359375 Penalty: 700.726868
	Iteration 19Q: 3 clusters Score -109067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -109067.671875 Penalty: 700.726868
	Iteration 20F: 3 clusters Score -109067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -109067.898438 Penalty: 700.726868
	Iteration 21Q: 3 clusters Score -109067.9 nChanged 2
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: -109068.179688 Penalty: 700.726868
	Iteration 22Q: 3 clusters Score -109068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -109068.296875 Penalty: 700.726868
	Iteration 23Q: 3 clusters Score -109068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -109068.640625 Penalty: 700.726868
	Iteration 24Q: 3 clusters Score -109068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -109068.562500 Penalty: 700.726868
	Iteration 25Q: 3 clusters Score -109068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -109068.882812 Penalty: 700.726868
	Iteration 26Q: 3 clusters Score -109068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -109069.273438 Penalty: 700.726868
	Iteration 27Q: 3 clusters Score -109069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -109069.820312 Penalty: 700.726868
	Iteration 28Q: 3 clusters Score -109069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -109069.703125 Penalty: 700.726868
	Iteration 29Q: 3 clusters Score -109069.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -109069.703125 Penalty: 700.726868
	Iteration 30F: 3 clusters Score -109069.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -120936.882812 Penalty: 354.832794
	Iteration 0F: 2 clusters Score -120936.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -119224.671875 Penalty: 709.665588
	Iteration 0F: 3 clusters Score -119224.7 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -119755.781250 Penalty: 709.665588
	Iteration 1F: 3 clusters Score -119755.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -119834.289062 Penalty: 709.665588
	Iteration 2F: 3 clusters Score -119834.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -119916.601562 Penalty: 709.665588
	Iteration 3F: 3 clusters Score -119916.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -120006.171875 Penalty: 709.665588
	Iteration 4F: 3 clusters Score -120006.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -120121.242188 Penalty: 709.665588
	Iteration 5F: 3 clusters Score -120121.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -120265.679688 Penalty: 709.665588
	Iteration 6F: 3 clusters Score -120265.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -120401.898438 Penalty: 709.665588
	Iteration 7F: 3 clusters Score -120401.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -120507.093750 Penalty: 709.665588
	Iteration 8Q: 3 clusters Score -120507.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -120563.093750 Penalty: 709.665588
	Iteration 9Q: 3 clusters Score -120563.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -120590.687500 Penalty: 709.665588
	Iteration 10Q: 3 clusters Score -120590.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -120610.601562 Penalty: 709.665588
	Iteration 11Q: 3 clusters Score -120610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -120626.242188 Penalty: 709.665588
	Iteration 12Q: 3 clusters Score -120626.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -120644.328125 Penalty: 709.665588
	Iteration 13Q: 3 clusters Score -120644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -120648.765625 Penalty: 709.665588
	Iteration 14Q: 3 clusters Score -120648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -120653.031250 Penalty: 709.665588
	Iteration 15Q: 3 clusters Score -120653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -120655.804688 Penalty: 709.665588
	Iteration 16Q: 3 clusters Score -120655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -120658.710938 Penalty: 709.665588
	Iteration 17Q: 3 clusters Score -120658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -120661.539062 Penalty: 709.665588
	Iteration 18Q: 3 clusters Score -120661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -120664.421875 Penalty: 709.665588
	Iteration 19Q: 3 clusters Score -120664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -120664.421875 Penalty: 709.665588
	Iteration 20F: 3 clusters Score -120664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -61055.769531 Penalty: 326.935120
	Iteration 0F: 2 clusters Score -61055.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -60046.046875 Penalty: 653.870239
	Iteration 0F: 3 clusters Score -60046.05 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60384.328125 Penalty: 653.870239
	Iteration 1F: 3 clusters Score -60384.33 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -60490.144531 Penalty: 653.870239
	Iteration 2F: 3 clusters Score -60490.14 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60580.308594 Penalty: 653.870239
	Iteration 3F: 3 clusters Score -60580.31 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60655.828125 Penalty: 653.870239
	Iteration 4F: 3 clusters Score -60655.83 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60719.539062 Penalty: 653.870239
	Iteration 5Q: 3 clusters Score -60719.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60759.691406 Penalty: 653.870239
	Iteration 6Q: 3 clusters Score -60759.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -60780.687500 Penalty: 653.870239
	Iteration 7Q: 3 clusters Score -60780.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -60791.652344 Penalty: 653.870239
	Iteration 8Q: 3 clusters Score -60791.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -60798.414062 Penalty: 653.870239
	Iteration 9Q: 3 clusters Score -60798.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -60803.871094 Penalty: 653.870239
	Iteration 10Q: 3 clusters Score -60803.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -60807.371094 Penalty: 653.870239
	Iteration 11Q: 3 clusters Score -60807.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -60812.136719 Penalty: 653.870239
	Iteration 12Q: 3 clusters Score -60812.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -60819.695312 Penalty: 653.870239
	Iteration 13Q: 3 clusters Score -60819.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -60823.179688 Penalty: 653.870239
	Iteration 14Q: 3 clusters Score -60823.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -60828.636719 Penalty: 653.870239
	Iteration 15Q: 3 clusters Score -60828.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -60831.210938 Penalty: 653.870239
	Iteration 16Q: 3 clusters Score -60831.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -60831.796875 Penalty: 653.870239
	Iteration 17Q: 3 clusters Score -60831.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -60831.796875 Penalty: 653.870239
	Iteration 18F: 3 clusters Score -60831.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (183719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183719 members 
Entering Unmasked Estep 
Score: -9198662.000000 Penalty: 551.512878
	Iteration 0F: 2 clusters Score -9198662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 91708 members 
Entering Unmasked Estep 
Score: -9074354.000000 Penalty: 1103.025757
	Iteration 0F: 3 clusters Score -9074354 nChanged 90210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106857 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -9133408.000000 Penalty: 1103.025757
	Iteration 1F: 3 clusters Score -9133408 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115151 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -9137379.000000 Penalty: 1103.025757
	Iteration 2F: 3 clusters Score -9137379 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126309 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -9144071.000000 Penalty: 1103.025757
	Iteration 3F: 3 clusters Score -9144071 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140490 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -9154720.000000 Penalty: 1103.025757
	Iteration 4F: 3 clusters Score -9154720 nChanged 16071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -9169749.000000 Penalty: 1103.025757
	Iteration 5F: 3 clusters Score -9169749 nChanged 14325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -9185252.000000 Penalty: 1103.025757
	Iteration 6F: 3 clusters Score -9185252 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -9194273.000000 Penalty: 1103.025757
	Iteration 7Q: 3 clusters Score -9194273 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182759 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9197310.000000 Penalty: 1103.025757
	Iteration 8Q: 3 clusters Score -9197310 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183536 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9198009.000000 Penalty: 1103.025757
	Iteration 9Q: 3 clusters Score -9198009 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183668 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9198128.000000 Penalty: 1103.025757
	Iteration 10Q: 3 clusters Score -9198128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183677 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9198154.000000 Penalty: 1103.025757
	Iteration 11Q: 3 clusters Score -9198154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183679 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9198154.000000 Penalty: 1103.025757
	Iteration 12Q: 3 clusters Score -9198154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183681 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -9198163.000000 Penalty: 1103.025757
	Iteration 13Q: 3 clusters Score -9198163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183681 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -9198163.000000 Penalty: 1103.025757
	Iteration 14Q: 3 clusters Score -9198163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183685 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -9198182.000000 Penalty: 1103.025757
	Iteration 15Q: 3 clusters Score -9198182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183685 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -9198186.000000 Penalty: 1103.025757
	Iteration 16Q: 3 clusters Score -9198186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183686 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -9198187.000000 Penalty: 1103.025757
	Iteration 17Q: 3 clusters Score -9198187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183686 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -9198187.000000 Penalty: 1103.025757
	Iteration 18F: 3 clusters Score -9198187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -210947.406250 Penalty: 383.100922
	Iteration 0F: 2 clusters Score -210947.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -207894.046875 Penalty: 766.201843
	Iteration 0F: 3 clusters Score -207894 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -209095.000000 Penalty: 766.201843
	Iteration 1F: 3 clusters Score -209095 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -209287.687500 Penalty: 766.201843
	Iteration 2F: 3 clusters Score -209287.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -209465.421875 Penalty: 766.201843
	Iteration 3F: 3 clusters Score -209465.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -209637.703125 Penalty: 766.201843
	Iteration 4F: 3 clusters Score -209637.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -209805.500000 Penalty: 766.201843
	Iteration 5F: 3 clusters Score -209805.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -209953.421875 Penalty: 766.201843
	Iteration 6Q: 3 clusters Score -209953.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -210080.781250 Penalty: 766.201843
	Iteration 7Q: 3 clusters Score -210080.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -210164.140625 Penalty: 766.201843
	Iteration 8Q: 3 clusters Score -210164.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -210215.031250 Penalty: 766.201843
	Iteration 9Q: 3 clusters Score -210215 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -210254.812500 Penalty: 766.201843
	Iteration 10Q: 3 clusters Score -210254.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -210290.218750 Penalty: 766.201843
	Iteration 11Q: 3 clusters Score -210290.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -210318.640625 Penalty: 766.201843
	Iteration 12Q: 3 clusters Score -210318.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -210336.078125 Penalty: 766.201843
	Iteration 13Q: 3 clusters Score -210336.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -210347.109375 Penalty: 766.201843
	Iteration 14Q: 3 clusters Score -210347.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -210359.687500 Penalty: 766.201843
	Iteration 15Q: 3 clusters Score -210359.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -210371.875000 Penalty: 766.201843
	Iteration 16Q: 3 clusters Score -210371.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -210382.875000 Penalty: 766.201843
	Iteration 17Q: 3 clusters Score -210382.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -210394.796875 Penalty: 766.201843
	Iteration 18Q: 3 clusters Score -210394.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -210409.375000 Penalty: 766.201843
	Iteration 19Q: 3 clusters Score -210409.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -210425.312500 Penalty: 766.201843
	Iteration 20F: 3 clusters Score -210425.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -210438.328125 Penalty: 766.201843
	Iteration 21Q: 3 clusters Score -210438.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -210452.640625 Penalty: 766.201843
	Iteration 22Q: 3 clusters Score -210452.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -210462.500000 Penalty: 766.201843
	Iteration 23Q: 3 clusters Score -210462.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -210471.734375 Penalty: 766.201843
	Iteration 24Q: 3 clusters Score -210471.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -210477.171875 Penalty: 766.201843
	Iteration 25Q: 3 clusters Score -210477.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -210482.281250 Penalty: 766.201843
	Iteration 26Q: 3 clusters Score -210482.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -210486.453125 Penalty: 766.201843
	Iteration 27Q: 3 clusters Score -210486.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -210490.000000 Penalty: 766.201843
	Iteration 28Q: 3 clusters Score -210490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -210491.359375 Penalty: 766.201843
	Iteration 29Q: 3 clusters Score -210491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -210491.796875 Penalty: 766.201843
	Iteration 30Q: 3 clusters Score -210491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -210492.562500 Penalty: 766.201843
	Iteration 31Q: 3 clusters Score -210492.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -210493.578125 Penalty: 766.201843
	Iteration 32Q: 3 clusters Score -210493.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -210495.171875 Penalty: 766.201843
	Iteration 33Q: 3 clusters Score -210495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -210496.218750 Penalty: 766.201843
	Iteration 34Q: 3 clusters Score -210496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -210498.406250 Penalty: 766.201843
	Iteration 35Q: 3 clusters Score -210498.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -210499.000000 Penalty: 766.201843
	Iteration 36Q: 3 clusters Score -210499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -210500.125000 Penalty: 766.201843
	Iteration 37Q: 3 clusters Score -210500.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -210501.468750 Penalty: 766.201843
	Iteration 38Q: 3 clusters Score -210501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -210502.890625 Penalty: 766.201843
	Iteration 39Q: 3 clusters Score -210502.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -210503.593750 Penalty: 766.201843
	Iteration 40F: 3 clusters Score -210503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -210504.859375 Penalty: 766.201843
	Iteration 41Q: 3 clusters Score -210504.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -210505.000000 Penalty: 766.201843
	Iteration 42Q: 3 clusters Score -210505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -210506.281250 Penalty: 766.201843
	Iteration 43Q: 3 clusters Score -210506.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -210507.218750 Penalty: 766.201843
	Iteration 44Q: 3 clusters Score -210507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -210507.625000 Penalty: 766.201843
	Iteration 45Q: 3 clusters Score -210507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -210508.718750 Penalty: 766.201843
	Iteration 46Q: 3 clusters Score -210508.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -210508.734375 Penalty: 766.201843
	Iteration 47Q: 3 clusters Score -210508.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -210508.156250 Penalty: 766.201843
	Iteration 48Q: 3 clusters Score -210508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -210508.156250 Penalty: 766.201843
	Iteration 49F: 3 clusters Score -210508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -121870.125000 Penalty: 356.193848
	Iteration 0F: 2 clusters Score -121870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -120116.789062 Penalty: 712.387695
	Iteration 0F: 3 clusters Score -120116.8 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -120752.617188 Penalty: 712.387695
	Iteration 1F: 3 clusters Score -120752.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -120881.828125 Penalty: 712.387695
	Iteration 2F: 3 clusters Score -120881.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -120997.531250 Penalty: 712.387695
	Iteration 3F: 3 clusters Score -120997.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -121130.046875 Penalty: 712.387695
	Iteration 4F: 3 clusters Score -121130 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -121248.992188 Penalty: 712.387695
	Iteration 5F: 3 clusters Score -121249 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -121360.398438 Penalty: 712.387695
	Iteration 6F: 3 clusters Score -121360.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -121457.289062 Penalty: 712.387695
	Iteration 7F: 3 clusters Score -121457.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -121535.585938 Penalty: 712.387695
	Iteration 8Q: 3 clusters Score -121535.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -121586.867188 Penalty: 712.387695
	Iteration 9Q: 3 clusters Score -121586.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -121615.296875 Penalty: 712.387695
	Iteration 10Q: 3 clusters Score -121615.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -121635.078125 Penalty: 712.387695
	Iteration 11Q: 3 clusters Score -121635.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -121648.242188 Penalty: 712.387695
	Iteration 12Q: 3 clusters Score -121648.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -121654.226562 Penalty: 712.387695
	Iteration 13Q: 3 clusters Score -121654.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -121660.015625 Penalty: 712.387695
	Iteration 14Q: 3 clusters Score -121660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -121665.593750 Penalty: 712.387695
	Iteration 15Q: 3 clusters Score -121665.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -121670.875000 Penalty: 712.387695
	Iteration 16Q: 3 clusters Score -121670.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -121674.484375 Penalty: 712.387695
	Iteration 17Q: 3 clusters Score -121674.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -121676.812500 Penalty: 712.387695
	Iteration 18Q: 3 clusters Score -121676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -121678.304688 Penalty: 712.387695
	Iteration 19Q: 3 clusters Score -121678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -121679.171875 Penalty: 712.387695
	Iteration 20F: 3 clusters Score -121679.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -121680.687500 Penalty: 712.387695
	Iteration 21Q: 3 clusters Score -121680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -121682.570312 Penalty: 712.387695
	Iteration 22Q: 3 clusters Score -121682.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -121684.156250 Penalty: 712.387695
	Iteration 23Q: 3 clusters Score -121684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -121684.921875 Penalty: 712.387695
	Iteration 24Q: 3 clusters Score -121684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -121685.359375 Penalty: 712.387695
	Iteration 25Q: 3 clusters Score -121685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -121685.843750 Penalty: 712.387695
	Iteration 26Q: 3 clusters Score -121685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -121685.843750 Penalty: 712.387695
	Iteration 27F: 3 clusters Score -121685.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1945961.125000 Penalty: 484.428528
	Iteration 0F: 2 clusters Score -1945961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1917675.000000 Penalty: 968.857056
	Iteration 0F: 3 clusters Score -1917675 nChanged 20338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -1930675.125000 Penalty: 968.857056
	Iteration 1F: 3 clusters Score -1930675 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -1931962.000000 Penalty: 968.857056
	Iteration 2F: 3 clusters Score -1931962 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -1933936.000000 Penalty: 968.857056
	Iteration 3F: 3 clusters Score -1933936 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -1936388.500000 Penalty: 968.857056
	Iteration 4F: 3 clusters Score -1936388 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -1938393.000000 Penalty: 968.857056
	Iteration 5F: 3 clusters Score -1938393 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -1939494.625000 Penalty: 968.857056
	Iteration 6F: 3 clusters Score -1939495 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -1939968.375000 Penalty: 968.857056
	Iteration 7Q: 3 clusters Score -1939968 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -1940263.000000 Penalty: 968.857056
	Iteration 8Q: 3 clusters Score -1940263 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -1940546.375000 Penalty: 968.857056
	Iteration 9Q: 3 clusters Score -1940546 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -1940820.250000 Penalty: 968.857056
	Iteration 10Q: 3 clusters Score -1940820 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -1941040.000000 Penalty: 968.857056
	Iteration 11Q: 3 clusters Score -1941040 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -1941288.375000 Penalty: 968.857056
	Iteration 12Q: 3 clusters Score -1941288 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -1941570.000000 Penalty: 968.857056
	Iteration 13Q: 3 clusters Score -1941570 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -1941851.875000 Penalty: 968.857056
	Iteration 14Q: 3 clusters Score -1941852 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -1942155.250000 Penalty: 968.857056
	Iteration 15Q: 3 clusters Score -1942155 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -1942498.500000 Penalty: 968.857056
	Iteration 16Q: 3 clusters Score -1942498 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -1942841.625000 Penalty: 968.857056
	Iteration 17Q: 3 clusters Score -1942842 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -1943173.000000 Penalty: 968.857056
	Iteration 18Q: 3 clusters Score -1943173 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -1943523.250000 Penalty: 968.857056
	Iteration 19Q: 3 clusters Score -1943523 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -1943858.000000 Penalty: 968.857056
	Iteration 20F: 3 clusters Score -1943858 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -1944167.000000 Penalty: 968.857056
	Iteration 21Q: 3 clusters Score -1944167 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -1944444.500000 Penalty: 968.857056
	Iteration 22Q: 3 clusters Score -1944444 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -1944701.625000 Penalty: 968.857056
	Iteration 23Q: 3 clusters Score -1944702 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -1944938.875000 Penalty: 968.857056
	Iteration 24Q: 3 clusters Score -1944939 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -1945123.250000 Penalty: 968.857056
	Iteration 25Q: 3 clusters Score -1945123 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -1945229.875000 Penalty: 968.857056
	Iteration 26Q: 3 clusters Score -1945230 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -1945301.375000 Penalty: 968.857056
	Iteration 27Q: 3 clusters Score -1945301 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -1945370.875000 Penalty: 968.857056
	Iteration 28Q: 3 clusters Score -1945371 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -1945417.750000 Penalty: 968.857056
	Iteration 29Q: 3 clusters Score -1945418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -1945446.625000 Penalty: 968.857056
	Iteration 30Q: 3 clusters Score -1945447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -1945467.750000 Penalty: 968.857056
	Iteration 31Q: 3 clusters Score -1945468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -1945482.625000 Penalty: 968.857056
	Iteration 32Q: 3 clusters Score -1945483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -1945495.875000 Penalty: 968.857056
	Iteration 33Q: 3 clusters Score -1945496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -1945506.750000 Penalty: 968.857056
	Iteration 34Q: 3 clusters Score -1945507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -1945522.750000 Penalty: 968.857056
	Iteration 35Q: 3 clusters Score -1945523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -1945536.750000 Penalty: 968.857056
	Iteration 36Q: 3 clusters Score -1945537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -1945545.625000 Penalty: 968.857056
	Iteration 37Q: 3 clusters Score -1945546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -1945555.875000 Penalty: 968.857056
	Iteration 38Q: 3 clusters Score -1945556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -1945561.000000 Penalty: 968.857056
	Iteration 39Q: 3 clusters Score -1945561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -1945568.500000 Penalty: 968.857056
	Iteration 40F: 3 clusters Score -1945568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -1945567.875000 Penalty: 968.857056
	Iteration 41Q: 3 clusters Score -1945568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -1945569.500000 Penalty: 968.857056
	Iteration 42Q: 3 clusters Score -1945570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -1945569.250000 Penalty: 968.857056
	Iteration 43Q: 3 clusters Score -1945569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -1945569.250000 Penalty: 968.857056
	Iteration 44Q: 3 clusters Score -1945569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -1945572.125000 Penalty: 968.857056
	Iteration 45Q: 3 clusters Score -1945572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -1945574.375000 Penalty: 968.857056
	Iteration 46Q: 3 clusters Score -1945574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -1945573.875000 Penalty: 968.857056
	Iteration 47Q: 3 clusters Score -1945574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -1945573.875000 Penalty: 968.857056
	Iteration 48F: 3 clusters Score -1945574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Entering Unmasked Estep 
Score: -179020.796875 Penalty: 373.000549
	Iteration 0F: 2 clusters Score -179020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -176548.093750 Penalty: 746.001099
	Iteration 0F: 3 clusters Score -176548.1 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -177408.171875 Penalty: 746.001099
	Iteration 1F: 3 clusters Score -177408.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -177497.828125 Penalty: 746.001099
	Iteration 2Q: 3 clusters Score -177497.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -177601.656250 Penalty: 746.001099
	Iteration 3Q: 3 clusters Score -177601.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -177731.390625 Penalty: 746.001099
	Iteration 4Q: 3 clusters Score -177731.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -177879.437500 Penalty: 746.001099
	Iteration 5F: 3 clusters Score -177879.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -178028.921875 Penalty: 746.001099
	Iteration 6F: 3 clusters Score -178028.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -178151.687500 Penalty: 746.001099
	Iteration 7F: 3 clusters Score -178151.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -178248.562500 Penalty: 746.001099
	Iteration 8Q: 3 clusters Score -178248.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -178332.671875 Penalty: 746.001099
	Iteration 9Q: 3 clusters Score -178332.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -178395.843750 Penalty: 746.001099
	Iteration 10Q: 3 clusters Score -178395.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -178450.015625 Penalty: 746.001099
	Iteration 11Q: 3 clusters Score -178450 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -178503.875000 Penalty: 746.001099
	Iteration 12Q: 3 clusters Score -178503.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -178562.390625 Penalty: 746.001099
	Iteration 13Q: 3 clusters Score -178562.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -178600.812500 Penalty: 746.001099
	Iteration 14Q: 3 clusters Score -178600.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -178647.109375 Penalty: 746.001099
	Iteration 15Q: 3 clusters Score -178647.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -178688.531250 Penalty: 746.001099
	Iteration 16Q: 3 clusters Score -178688.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -178728.640625 Penalty: 746.001099
	Iteration 17Q: 3 clusters Score -178728.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -178764.000000 Penalty: 746.001099
	Iteration 18Q: 3 clusters Score -178764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -178788.453125 Penalty: 746.001099
	Iteration 19Q: 3 clusters Score -178788.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -178806.046875 Penalty: 746.001099
	Iteration 20F: 3 clusters Score -178806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -178818.187500 Penalty: 746.001099
	Iteration 21Q: 3 clusters Score -178818.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -178828.484375 Penalty: 746.001099
	Iteration 22Q: 3 clusters Score -178828.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -178837.218750 Penalty: 746.001099
	Iteration 23Q: 3 clusters Score -178837.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -178841.046875 Penalty: 746.001099
	Iteration 24Q: 3 clusters Score -178841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -178844.515625 Penalty: 746.001099
	Iteration 25Q: 3 clusters Score -178844.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -178847.484375 Penalty: 746.001099
	Iteration 26Q: 3 clusters Score -178847.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -178850.500000 Penalty: 746.001099
	Iteration 27Q: 3 clusters Score -178850.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -178854.109375 Penalty: 746.001099
	Iteration 28Q: 3 clusters Score -178854.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -178859.140625 Penalty: 746.001099
	Iteration 29Q: 3 clusters Score -178859.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -178861.484375 Penalty: 746.001099
	Iteration 30Q: 3 clusters Score -178861.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -178863.390625 Penalty: 746.001099
	Iteration 31Q: 3 clusters Score -178863.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -178864.843750 Penalty: 746.001099
	Iteration 32Q: 3 clusters Score -178864.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -178865.656250 Penalty: 746.001099
	Iteration 33Q: 3 clusters Score -178865.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -178867.281250 Penalty: 746.001099
	Iteration 34Q: 3 clusters Score -178867.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -178868.515625 Penalty: 746.001099
	Iteration 35Q: 3 clusters Score -178868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -178869.312500 Penalty: 746.001099
	Iteration 36Q: 3 clusters Score -178869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -178869.906250 Penalty: 746.001099
	Iteration 37Q: 3 clusters Score -178869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -178870.203125 Penalty: 746.001099
	Iteration 38Q: 3 clusters Score -178870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -178870.203125 Penalty: 746.001099
	Iteration 39F: 3 clusters Score -178870.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -9532.452148 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -9532.452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9213.846680 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -9213.847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9281.815430 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -9281.815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9307.821289 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -9307.821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9324.605469 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -9324.605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9333.303711 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -9333.304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9343.166016 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -9343.166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9347.550781 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -9347.551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9349.959961 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -9349.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9351.003906 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -9351.004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9352.138672 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -9352.139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9352.138672 Penalty: 499.116516
	Iteration 10F: 3 clusters Score -9352.139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (186034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186034 members 
Entering Unmasked Estep 
Score: -9215306.000000 Penalty: 552.082703
	Iteration 0F: 2 clusters Score -9215306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -9089835.000000 Penalty: 1104.165405
	Iteration 0F: 3 clusters Score -9089835 nChanged 91444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -9145043.000000 Penalty: 1104.165405
	Iteration 1F: 3 clusters Score -9145043 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100027 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -9146398.000000 Penalty: 1104.165405
	Iteration 2Q: 3 clusters Score -9146398 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -9148465.000000 Penalty: 1104.165405
	Iteration 3Q: 3 clusters Score -9148465 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108933 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -9152028.000000 Penalty: 1104.165405
	Iteration 4Q: 3 clusters Score -9152028 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115793 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -9158050.000000 Penalty: 1104.165405
	Iteration 5F: 3 clusters Score -9158050 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123895 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -9167626.000000 Penalty: 1104.165405
	Iteration 6F: 3 clusters Score -9167626 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131488 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -9178066.000000 Penalty: 1104.165405
	Iteration 7F: 3 clusters Score -9178066 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136881 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -9184852.000000 Penalty: 1104.165405
	Iteration 8F: 3 clusters Score -9184852 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140868 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -9187823.000000 Penalty: 1104.165405
	Iteration 9Q: 3 clusters Score -9187823 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144724 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -9189592.000000 Penalty: 1104.165405
	Iteration 10Q: 3 clusters Score -9189592 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148676 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -9191215.000000 Penalty: 1104.165405
	Iteration 11Q: 3 clusters Score -9191215 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -9193084.000000 Penalty: 1104.165405
	Iteration 12Q: 3 clusters Score -9193084 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156764 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -9195068.000000 Penalty: 1104.165405
	Iteration 13Q: 3 clusters Score -9195068 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160679 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -9197214.000000 Penalty: 1104.165405
	Iteration 14Q: 3 clusters Score -9197214 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164486 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -9199613.000000 Penalty: 1104.165405
	Iteration 15Q: 3 clusters Score -9199613 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168443 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -9202299.000000 Penalty: 1104.165405
	Iteration 16Q: 3 clusters Score -9202299 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172265 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -9204924.000000 Penalty: 1104.165405
	Iteration 17Q: 3 clusters Score -9204924 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175696 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -9207310.000000 Penalty: 1104.165405
	Iteration 18Q: 3 clusters Score -9207310 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178701 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -9209625.000000 Penalty: 1104.165405
	Iteration 19Q: 3 clusters Score -9209625 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181123 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -9211403.000000 Penalty: 1104.165405
	Iteration 20F: 3 clusters Score -9211403 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182952 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -9212849.000000 Penalty: 1104.165405
	Iteration 21Q: 3 clusters Score -9212849 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184218 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9213759.000000 Penalty: 1104.165405
	Iteration 22Q: 3 clusters Score -9213759 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185008 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9214284.000000 Penalty: 1104.165405
	Iteration 23Q: 3 clusters Score -9214284 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185440 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9214541.000000 Penalty: 1104.165405
	Iteration 24Q: 3 clusters Score -9214541 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185678 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9214673.000000 Penalty: 1104.165405
	Iteration 25Q: 3 clusters Score -9214673 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185803 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9214730.000000 Penalty: 1104.165405
	Iteration 26Q: 3 clusters Score -9214730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185868 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9214783.000000 Penalty: 1104.165405
	Iteration 27Q: 3 clusters Score -9214783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185898 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9214810.000000 Penalty: 1104.165405
	Iteration 28Q: 3 clusters Score -9214810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185913 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9214822.000000 Penalty: 1104.165405
	Iteration 29Q: 3 clusters Score -9214822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185924 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9214838.000000 Penalty: 1104.165405
	Iteration 30Q: 3 clusters Score -9214838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185930 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9214843.000000 Penalty: 1104.165405
	Iteration 31Q: 3 clusters Score -9214843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185934 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9214845.000000 Penalty: 1104.165405
	Iteration 32Q: 3 clusters Score -9214845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185936 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9214849.000000 Penalty: 1104.165405
	Iteration 33Q: 3 clusters Score -9214849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185937 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9214850.000000 Penalty: 1104.165405
	Iteration 34Q: 3 clusters Score -9214850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185938 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9214850.000000 Penalty: 1104.165405
	Iteration 35Q: 3 clusters Score -9214850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185939 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9214847.000000 Penalty: 1104.165405
	Iteration 36Q: 3 clusters Score -9214847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185940 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9214850.000000 Penalty: 1104.165405
	Iteration 37Q: 3 clusters Score -9214850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185941 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9214850.000000 Penalty: 1104.165405
	Iteration 38Q: 3 clusters Score -9214850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185941 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9214850.000000 Penalty: 1104.165405
	Iteration 39F: 3 clusters Score -9214850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -68637.203125 Penalty: 330.257751
	Iteration 0F: 2 clusters Score -68637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -67582.656250 Penalty: 660.515503
	Iteration 0F: 3 clusters Score -67582.66 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -67938.437500 Penalty: 660.515503
	Iteration 1F: 3 clusters Score -67938.44 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68022.218750 Penalty: 660.515503
	Iteration 2F: 3 clusters Score -68022.22 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68097.679688 Penalty: 660.515503
	Iteration 3F: 3 clusters Score -68097.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68171.734375 Penalty: 660.515503
	Iteration 4F: 3 clusters Score -68171.73 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68266.796875 Penalty: 660.515503
	Iteration 5F: 3 clusters Score -68266.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68341.398438 Penalty: 660.515503
	Iteration 6Q: 3 clusters Score -68341.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68396.546875 Penalty: 660.515503
	Iteration 7Q: 3 clusters Score -68396.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68419.703125 Penalty: 660.515503
	Iteration 8Q: 3 clusters Score -68419.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68433.054688 Penalty: 660.515503
	Iteration 9Q: 3 clusters Score -68433.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68439.203125 Penalty: 660.515503
	Iteration 10Q: 3 clusters Score -68439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68442.500000 Penalty: 660.515503
	Iteration 11Q: 3 clusters Score -68442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68443.382812 Penalty: 660.515503
	Iteration 12Q: 3 clusters Score -68443.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68445.218750 Penalty: 660.515503
	Iteration 13Q: 3 clusters Score -68445.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68445.390625 Penalty: 660.515503
	Iteration 14Q: 3 clusters Score -68445.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68445.578125 Penalty: 660.515503
	Iteration 15Q: 3 clusters Score -68445.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68445.578125 Penalty: 660.515503
	Iteration 16F: 3 clusters Score -68445.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -52945.191406 Penalty: 326.100220
	Iteration 0F: 2 clusters Score -52945.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -51938.453125 Penalty: 652.200439
	Iteration 0F: 3 clusters Score -51938.45 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -52290.339844 Penalty: 652.200439
	Iteration 1F: 3 clusters Score -52290.34 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -52368.480469 Penalty: 652.200439
	Iteration 2F: 3 clusters Score -52368.48 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -52435.617188 Penalty: 652.200439
	Iteration 3F: 3 clusters Score -52435.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -52513.558594 Penalty: 652.200439
	Iteration 4F: 3 clusters Score -52513.56 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -52588.726562 Penalty: 652.200439
	Iteration 5F: 3 clusters Score -52588.73 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -52663.457031 Penalty: 652.200439
	Iteration 6F: 3 clusters Score -52663.46 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -52725.289062 Penalty: 652.200439
	Iteration 7Q: 3 clusters Score -52725.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -52762.203125 Penalty: 652.200439
	Iteration 8Q: 3 clusters Score -52762.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -52782.652344 Penalty: 652.200439
	Iteration 9Q: 3 clusters Score -52782.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -52792.738281 Penalty: 652.200439
	Iteration 10Q: 3 clusters Score -52792.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -52798.042969 Penalty: 652.200439
	Iteration 11Q: 3 clusters Score -52798.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -52801.390625 Penalty: 652.200439
	Iteration 12Q: 3 clusters Score -52801.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -52804.468750 Penalty: 652.200439
	Iteration 13Q: 3 clusters Score -52804.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -52809.164062 Penalty: 652.200439
	Iteration 14Q: 3 clusters Score -52809.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -52813.335938 Penalty: 652.200439
	Iteration 15Q: 3 clusters Score -52813.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -52816.808594 Penalty: 652.200439
	Iteration 16Q: 3 clusters Score -52816.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -52818.859375 Penalty: 652.200439
	Iteration 17Q: 3 clusters Score -52818.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -52824.242188 Penalty: 652.200439
	Iteration 18Q: 3 clusters Score -52824.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -52829.425781 Penalty: 652.200439
	Iteration 19Q: 3 clusters Score -52829.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -52832.425781 Penalty: 652.200439
	Iteration 20F: 3 clusters Score -52832.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -52836.976562 Penalty: 652.200439
	Iteration 21Q: 3 clusters Score -52836.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -52838.191406 Penalty: 652.200439
	Iteration 22Q: 3 clusters Score -52838.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -52840.328125 Penalty: 652.200439
	Iteration 23Q: 3 clusters Score -52840.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -52841.835938 Penalty: 652.200439
	Iteration 24Q: 3 clusters Score -52841.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -52843.527344 Penalty: 652.200439
	Iteration 25Q: 3 clusters Score -52843.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -52846.882812 Penalty: 652.200439
	Iteration 26Q: 3 clusters Score -52846.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -52849.683594 Penalty: 652.200439
	Iteration 27Q: 3 clusters Score -52849.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -52854.539062 Penalty: 652.200439
	Iteration 28Q: 3 clusters Score -52854.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -52859.628906 Penalty: 652.200439
	Iteration 29Q: 3 clusters Score -52859.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -52862.226562 Penalty: 652.200439
	Iteration 30Q: 3 clusters Score -52862.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -52866.531250 Penalty: 652.200439
	Iteration 31Q: 3 clusters Score -52866.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -52871.453125 Penalty: 652.200439
	Iteration 32Q: 3 clusters Score -52871.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -52875.921875 Penalty: 652.200439
	Iteration 33Q: 3 clusters Score -52875.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -52880.367188 Penalty: 652.200439
	Iteration 34Q: 3 clusters Score -52880.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -52884.714844 Penalty: 652.200439
	Iteration 35Q: 3 clusters Score -52884.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -52888.671875 Penalty: 652.200439
	Iteration 36Q: 3 clusters Score -52888.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -52893.269531 Penalty: 652.200439
	Iteration 37Q: 3 clusters Score -52893.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -52894.898438 Penalty: 652.200439
	Iteration 38Q: 3 clusters Score -52894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -52895.078125 Penalty: 652.200439
	Iteration 39Q: 3 clusters Score -52895.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -52895.078125 Penalty: 652.200439
	Iteration 40F: 3 clusters Score -52895.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -48851.367188 Penalty: 312.492828
	Iteration 0F: 2 clusters Score -48851.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48063.468750 Penalty: 624.985657
	Iteration 0F: 3 clusters Score -48063.47 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48358.480469 Penalty: 624.985657
	Iteration 1F: 3 clusters Score -48358.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -48488.851562 Penalty: 624.985657
	Iteration 2F: 3 clusters Score -48488.85 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -48577.851562 Penalty: 624.985657
	Iteration 3F: 3 clusters Score -48577.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48650.171875 Penalty: 624.985657
	Iteration 4F: 3 clusters Score -48650.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -48679.230469 Penalty: 624.985657
	Iteration 5Q: 3 clusters Score -48679.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -48695.792969 Penalty: 624.985657
	Iteration 6Q: 3 clusters Score -48695.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48734.347656 Penalty: 624.985657
	Iteration 7Q: 3 clusters Score -48734.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48779.718750 Penalty: 624.985657
	Iteration 8Q: 3 clusters Score -48779.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48811.945312 Penalty: 624.985657
	Iteration 9Q: 3 clusters Score -48811.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48828.320312 Penalty: 624.985657
	Iteration 10Q: 3 clusters Score -48828.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -48840.953125 Penalty: 624.985657
	Iteration 11Q: 3 clusters Score -48840.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -48851.449219 Penalty: 624.985657
	Iteration 12Q: 3 clusters Score -48851.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -48856.527344 Penalty: 624.985657
	Iteration 13Q: 3 clusters Score -48856.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -48859.746094 Penalty: 624.985657
	Iteration 14Q: 3 clusters Score -48859.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -48860.824219 Penalty: 624.985657
	Iteration 15Q: 3 clusters Score -48860.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -48862.519531 Penalty: 624.985657
	Iteration 16Q: 3 clusters Score -48862.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -48865.214844 Penalty: 624.985657
	Iteration 17Q: 3 clusters Score -48865.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -48866.332031 Penalty: 624.985657
	Iteration 18Q: 3 clusters Score -48866.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -48870.929688 Penalty: 624.985657
	Iteration 19Q: 3 clusters Score -48870.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -48882.082031 Penalty: 624.985657
	Iteration 20F: 3 clusters Score -48882.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -48897.082031 Penalty: 624.985657
	Iteration 21Q: 3 clusters Score -48897.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -48905.011719 Penalty: 624.985657
	Iteration 22Q: 3 clusters Score -48905.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -48909.796875 Penalty: 624.985657
	Iteration 23Q: 3 clusters Score -48909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -48912.128906 Penalty: 624.985657
	Iteration 24Q: 3 clusters Score -48912.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -48912.468750 Penalty: 624.985657
	Iteration 25Q: 3 clusters Score -48912.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -48912.468750 Penalty: 624.985657
	Iteration 26F: 3 clusters Score -48912.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94367 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23563 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24555 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96626 members 
Mstep: Class 14 contains 216388 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 18494 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 2437 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183719 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 42057 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 186034 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 353 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42555 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37485 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185021 members 
Mstep: Class 43 contains 10883 members 
Mstep: Class 44 contains 6420 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8752 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 8346 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194045 members 
Mstep: Class 65 contains 13700 members 
Mstep: Class 66 contains 49307 members 
Mstep: Class 67 contains 2628 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31419 members 
Mstep: Class 72 contains 156287 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212025 members 
Mstep: Class 77 contains 608 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90794960.000000 Penalty: 52748.445312
Splitting cluster 34 changes total score from -90795296.000000 to -90794960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -47148.023438 Penalty: 311.342102
	Iteration 0F: 2 clusters Score -47148.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -46372.023438 Penalty: 622.684204
	Iteration 0F: 3 clusters Score -46372.02 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -46626.808594 Penalty: 622.684204
	Iteration 1F: 3 clusters Score -46626.81 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -46715.601562 Penalty: 622.684204
	Iteration 2F: 3 clusters Score -46715.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -46761.746094 Penalty: 622.684204
	Iteration 3F: 3 clusters Score -46761.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -46791.410156 Penalty: 622.684204
	Iteration 4Q: 3 clusters Score -46791.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -46810.820312 Penalty: 622.684204
	Iteration 5Q: 3 clusters Score -46810.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -46823.695312 Penalty: 622.684204
	Iteration 6Q: 3 clusters Score -46823.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -46831.515625 Penalty: 622.684204
	Iteration 7Q: 3 clusters Score -46831.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -46841.750000 Penalty: 622.684204
	Iteration 8Q: 3 clusters Score -46841.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -46848.769531 Penalty: 622.684204
	Iteration 9Q: 3 clusters Score -46848.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -46854.105469 Penalty: 622.684204
	Iteration 10Q: 3 clusters Score -46854.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -46860.667969 Penalty: 622.684204
	Iteration 11Q: 3 clusters Score -46860.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -46867.964844 Penalty: 622.684204
	Iteration 12Q: 3 clusters Score -46867.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -46874.878906 Penalty: 622.684204
	Iteration 13Q: 3 clusters Score -46874.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -46882.367188 Penalty: 622.684204
	Iteration 14Q: 3 clusters Score -46882.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -46889.214844 Penalty: 622.684204
	Iteration 15Q: 3 clusters Score -46889.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -46890.945312 Penalty: 622.684204
	Iteration 16Q: 3 clusters Score -46890.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -46892.695312 Penalty: 622.684204
	Iteration 17Q: 3 clusters Score -46892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -46893.621094 Penalty: 622.684204
	Iteration 18Q: 3 clusters Score -46893.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -46894.906250 Penalty: 622.684204
	Iteration 19Q: 3 clusters Score -46894.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -46895.769531 Penalty: 622.684204
	Iteration 20F: 3 clusters Score -46895.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -46897.355469 Penalty: 622.684204
	Iteration 21Q: 3 clusters Score -46897.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -46898.210938 Penalty: 622.684204
	Iteration 22Q: 3 clusters Score -46898.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -46898.210938 Penalty: 622.684204
	Iteration 23F: 3 clusters Score -46898.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Entering Unmasked Estep 
Score: -265374.750000 Penalty: 393.875641
	Iteration 0F: 2 clusters Score -265374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -261493.968750 Penalty: 787.751282
	Iteration 0F: 3 clusters Score -261494 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -263125.500000 Penalty: 787.751282
	Iteration 1F: 3 clusters Score -263125.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -263332.375000 Penalty: 787.751282
	Iteration 2F: 3 clusters Score -263332.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -263596.312500 Penalty: 787.751282
	Iteration 3F: 3 clusters Score -263596.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -263923.718750 Penalty: 787.751282
	Iteration 4F: 3 clusters Score -263923.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -264288.406250 Penalty: 787.751282
	Iteration 5F: 3 clusters Score -264288.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -264654.625000 Penalty: 787.751282
	Iteration 6F: 3 clusters Score -264654.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -264886.406250 Penalty: 787.751282
	Iteration 7F: 3 clusters Score -264886.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -265007.531250 Penalty: 787.751282
	Iteration 8Q: 3 clusters Score -265007.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -265098.125000 Penalty: 787.751282
	Iteration 9Q: 3 clusters Score -265098.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -265141.906250 Penalty: 787.751282
	Iteration 10Q: 3 clusters Score -265141.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -265159.187500 Penalty: 787.751282
	Iteration 11Q: 3 clusters Score -265159.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -265173.531250 Penalty: 787.751282
	Iteration 12Q: 3 clusters Score -265173.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -265181.500000 Penalty: 787.751282
	Iteration 13Q: 3 clusters Score -265181.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -265186.500000 Penalty: 787.751282
	Iteration 14Q: 3 clusters Score -265186.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -265189.031250 Penalty: 787.751282
	Iteration 15Q: 3 clusters Score -265189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -265190.156250 Penalty: 787.751282
	Iteration 16Q: 3 clusters Score -265190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -265190.312500 Penalty: 787.751282
	Iteration 17Q: 3 clusters Score -265190.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -265191.218750 Penalty: 787.751282
	Iteration 18Q: 3 clusters Score -265191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -265191.468750 Penalty: 787.751282
	Iteration 19Q: 3 clusters Score -265191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -265192.718750 Penalty: 787.751282
	Iteration 20F: 3 clusters Score -265192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -265192.750000 Penalty: 787.751282
	Iteration 21Q: 3 clusters Score -265192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -265192.656250 Penalty: 787.751282
	Iteration 22Q: 3 clusters Score -265192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -265192.625000 Penalty: 787.751282
	Iteration 23Q: 3 clusters Score -265192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -265193.062500 Penalty: 787.751282
	Iteration 24Q: 3 clusters Score -265193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -265193.218750 Penalty: 787.751282
	Iteration 25Q: 3 clusters Score -265193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -265193.218750 Penalty: 787.751282
	Iteration 26F: 3 clusters Score -265193.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (42555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Entering Unmasked Estep 
Score: -2095421.000000 Penalty: 484.964111
	Iteration 0F: 2 clusters Score -2095421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2066767.375000 Penalty: 969.928223
	Iteration 0F: 3 clusters Score -2066767 nChanged 20644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2078674.250000 Penalty: 969.928223
	Iteration 1F: 3 clusters Score -2078674 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2078965.125000 Penalty: 969.928223
	Iteration 2Q: 3 clusters Score -2078965 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2079417.625000 Penalty: 969.928223
	Iteration 3Q: 3 clusters Score -2079418 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2080271.250000 Penalty: 969.928223
	Iteration 4Q: 3 clusters Score -2080271 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2081867.375000 Penalty: 969.928223
	Iteration 5F: 3 clusters Score -2081867 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2084474.000000 Penalty: 969.928223
	Iteration 6F: 3 clusters Score -2084474 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2088006.375000 Penalty: 969.928223
	Iteration 7F: 3 clusters Score -2088006 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2091425.500000 Penalty: 969.928223
	Iteration 8F: 3 clusters Score -2091426 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2093525.875000 Penalty: 969.928223
	Iteration 9Q: 3 clusters Score -2093526 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2094506.500000 Penalty: 969.928223
	Iteration 10Q: 3 clusters Score -2094506 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2094836.750000 Penalty: 969.928223
	Iteration 11Q: 3 clusters Score -2094837 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2094929.500000 Penalty: 969.928223
	Iteration 12Q: 3 clusters Score -2094930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2094967.500000 Penalty: 969.928223
	Iteration 13Q: 3 clusters Score -2094968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2094985.375000 Penalty: 969.928223
	Iteration 14Q: 3 clusters Score -2094985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2094994.375000 Penalty: 969.928223
	Iteration 15Q: 3 clusters Score -2094994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2094996.625000 Penalty: 969.928223
	Iteration 16Q: 3 clusters Score -2094997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2094997.000000 Penalty: 969.928223
	Iteration 17Q: 3 clusters Score -2094997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2094997.000000 Penalty: 969.928223
	Iteration 18F: 3 clusters Score -2094997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -43612.359375 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -43612.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -42991.964844 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -42991.96 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43188.808594 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -43188.81 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43238.339844 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -43238.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -43262.269531 Penalty: 599.090271
	Iteration 3Q: 3 clusters Score -43262.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43271.601562 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -43271.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43281.164062 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -43281.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43291.980469 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -43291.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -43297.324219 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -43297.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -43303.097656 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -43303.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43310.246094 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -43310.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -43318.171875 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -43318.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -43322.066406 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -43322.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -43326.496094 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -43326.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -43331.468750 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -43331.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -43340.234375 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -43340.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -43354.718750 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -43354.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -43379.257812 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -43379.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -43393.835938 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -43393.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -43399.425781 Penalty: 599.090271
	Iteration 18Q: 3 clusters Score -43399.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -43404.113281 Penalty: 599.090271
	Iteration 19Q: 3 clusters Score -43404.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -43405.820312 Penalty: 599.090271
	Iteration 20F: 3 clusters Score -43405.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -43408.050781 Penalty: 599.090271
	Iteration 21Q: 3 clusters Score -43408.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -43410.257812 Penalty: 599.090271
	Iteration 22Q: 3 clusters Score -43410.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -43410.574219 Penalty: 599.090271
	Iteration 23Q: 3 clusters Score -43410.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -43411.488281 Penalty: 599.090271
	Iteration 24Q: 3 clusters Score -43411.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -43411.488281 Penalty: 599.090271
	Iteration 25F: 3 clusters Score -43411.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Entering Unmasked Estep 
Score: -1762311.875000 Penalty: 479.192169
	Iteration 0F: 2 clusters Score -1762312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1736963.875000 Penalty: 958.384338
	Iteration 0F: 3 clusters Score -1736964 nChanged 18165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1747568.000000 Penalty: 958.384338
	Iteration 1F: 3 clusters Score -1747568 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1748053.500000 Penalty: 958.384338
	Iteration 2Q: 3 clusters Score -1748054 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1748685.500000 Penalty: 958.384338
	Iteration 3Q: 3 clusters Score -1748686 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1749574.625000 Penalty: 958.384338
	Iteration 4Q: 3 clusters Score -1749575 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1750791.250000 Penalty: 958.384338
	Iteration 5F: 3 clusters Score -1750791 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1752258.625000 Penalty: 958.384338
	Iteration 6F: 3 clusters Score -1752259 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1753932.875000 Penalty: 958.384338
	Iteration 7F: 3 clusters Score -1753933 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1755380.750000 Penalty: 958.384338
	Iteration 8F: 3 clusters Score -1755381 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1756203.000000 Penalty: 958.384338
	Iteration 9Q: 3 clusters Score -1756203 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1756622.000000 Penalty: 958.384338
	Iteration 10Q: 3 clusters Score -1756622 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1756888.625000 Penalty: 958.384338
	Iteration 11Q: 3 clusters Score -1756889 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1757145.000000 Penalty: 958.384338
	Iteration 12Q: 3 clusters Score -1757145 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1757389.875000 Penalty: 958.384338
	Iteration 13Q: 3 clusters Score -1757390 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1757624.875000 Penalty: 958.384338
	Iteration 14Q: 3 clusters Score -1757625 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1757852.125000 Penalty: 958.384338
	Iteration 15Q: 3 clusters Score -1757852 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1758063.625000 Penalty: 958.384338
	Iteration 16Q: 3 clusters Score -1758064 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1758232.250000 Penalty: 958.384338
	Iteration 17Q: 3 clusters Score -1758232 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1758374.875000 Penalty: 958.384338
	Iteration 18Q: 3 clusters Score -1758375 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1758541.875000 Penalty: 958.384338
	Iteration 19Q: 3 clusters Score -1758542 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1758742.875000 Penalty: 958.384338
	Iteration 20F: 3 clusters Score -1758743 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1758944.625000 Penalty: 958.384338
	Iteration 21Q: 3 clusters Score -1758945 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1759152.375000 Penalty: 958.384338
	Iteration 22Q: 3 clusters Score -1759152 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1759389.125000 Penalty: 958.384338
	Iteration 23Q: 3 clusters Score -1759389 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1759602.625000 Penalty: 958.384338
	Iteration 24Q: 3 clusters Score -1759603 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1759826.375000 Penalty: 958.384338
	Iteration 25Q: 3 clusters Score -1759826 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1760083.625000 Penalty: 958.384338
	Iteration 26Q: 3 clusters Score -1760084 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1760307.125000 Penalty: 958.384338
	Iteration 27Q: 3 clusters Score -1760307 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1760531.500000 Penalty: 958.384338
	Iteration 28Q: 3 clusters Score -1760532 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1760743.625000 Penalty: 958.384338
	Iteration 29Q: 3 clusters Score -1760744 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1760934.625000 Penalty: 958.384338
	Iteration 30Q: 3 clusters Score -1760935 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1761124.000000 Penalty: 958.384338
	Iteration 31Q: 3 clusters Score -1761124 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1761302.375000 Penalty: 958.384338
	Iteration 32Q: 3 clusters Score -1761302 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1761458.500000 Penalty: 958.384338
	Iteration 33Q: 3 clusters Score -1761458 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1761569.375000 Penalty: 958.384338
	Iteration 34Q: 3 clusters Score -1761569 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1761663.000000 Penalty: 958.384338
	Iteration 35Q: 3 clusters Score -1761663 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1761725.875000 Penalty: 958.384338
	Iteration 36Q: 3 clusters Score -1761726 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1761766.750000 Penalty: 958.384338
	Iteration 37Q: 3 clusters Score -1761767 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1761802.250000 Penalty: 958.384338
	Iteration 38Q: 3 clusters Score -1761802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1761824.125000 Penalty: 958.384338
	Iteration 39Q: 3 clusters Score -1761824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1761840.250000 Penalty: 958.384338
	Iteration 40F: 3 clusters Score -1761840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1761856.750000 Penalty: 958.384338
	Iteration 41Q: 3 clusters Score -1761857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1761869.250000 Penalty: 958.384338
	Iteration 42Q: 3 clusters Score -1761869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1761874.250000 Penalty: 958.384338
	Iteration 43Q: 3 clusters Score -1761874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1761881.375000 Penalty: 958.384338
	Iteration 44Q: 3 clusters Score -1761881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1761892.375000 Penalty: 958.384338
	Iteration 45Q: 3 clusters Score -1761892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1761896.500000 Penalty: 958.384338
	Iteration 46Q: 3 clusters Score -1761896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1761900.750000 Penalty: 958.384338
	Iteration 47Q: 3 clusters Score -1761901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1761906.500000 Penalty: 958.384338
	Iteration 48Q: 3 clusters Score -1761906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1761909.000000 Penalty: 958.384338
	Iteration 49Q: 3 clusters Score -1761909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1761913.500000 Penalty: 958.384338
	Iteration 50Q: 3 clusters Score -1761914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1761915.000000 Penalty: 958.384338
	Iteration 51Q: 3 clusters Score -1761915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1761919.875000 Penalty: 958.384338
	Iteration 52Q: 3 clusters Score -1761920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1761921.125000 Penalty: 958.384338
	Iteration 53Q: 3 clusters Score -1761921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1761921.000000 Penalty: 958.384338
	Iteration 54Q: 3 clusters Score -1761921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1761923.250000 Penalty: 958.384338
	Iteration 55Q: 3 clusters Score -1761923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1761923.625000 Penalty: 958.384338
	Iteration 56Q: 3 clusters Score -1761924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1761922.375000 Penalty: 958.384338
	Iteration 57Q: 3 clusters Score -1761922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1761923.750000 Penalty: 958.384338
	Iteration 58Q: 3 clusters Score -1761924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1761922.375000 Penalty: 958.384338
	Iteration 59Q: 3 clusters Score -1761922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1761924.875000 Penalty: 958.384338
	Iteration 60F: 3 clusters Score -1761925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1761925.250000 Penalty: 958.384338
	Iteration 61Q: 3 clusters Score -1761925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1761926.375000 Penalty: 958.384338
	Iteration 62Q: 3 clusters Score -1761926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1761926.625000 Penalty: 958.384338
	Iteration 63Q: 3 clusters Score -1761927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1761926.375000 Penalty: 958.384338
	Iteration 64Q: 3 clusters Score -1761926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1761926.375000 Penalty: 958.384338
	Iteration 65F: 3 clusters Score -1761926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -13570.275391 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -13570.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13157.681641 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -13157.68 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13267.126953 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -13267.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13284.658203 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -13284.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13303.367188 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -13303.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13326.397461 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -13326.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13348.625977 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -13348.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13357.286133 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -13357.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13362.348633 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -13362.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13377.174805 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -13377.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13386.120117 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -13386.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13387.539062 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -13387.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13388.275391 Penalty: 539.592651
	Iteration 11Q: 3 clusters Score -13388.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13388.870117 Penalty: 539.592651
	Iteration 12Q: 3 clusters Score -13388.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13389.400391 Penalty: 539.592651
	Iteration 13Q: 3 clusters Score -13389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13390.328125 Penalty: 539.592651
	Iteration 14Q: 3 clusters Score -13390.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13390.328125 Penalty: 539.592651
	Iteration 15F: 3 clusters Score -13390.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -72260.859375 Penalty: 329.612335
	Iteration 0F: 2 clusters Score -72260.86 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 673 members 
Entering Unmasked Estep 
Score: -71228.375000 Penalty: 659.224670
	Iteration 0F: 3 clusters Score -71228.38 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -71588.476562 Penalty: 659.224670
	Iteration 1F: 3 clusters Score -71588.48 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -71684.117188 Penalty: 659.224670
	Iteration 2F: 3 clusters Score -71684.12 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -71770.859375 Penalty: 659.224670
	Iteration 3F: 3 clusters Score -71770.86 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -71853.289062 Penalty: 659.224670
	Iteration 4F: 3 clusters Score -71853.29 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -71906.445312 Penalty: 659.224670
	Iteration 5Q: 3 clusters Score -71906.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -71939.562500 Penalty: 659.224670
	Iteration 6Q: 3 clusters Score -71939.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -71976.000000 Penalty: 659.224670
	Iteration 7Q: 3 clusters Score -71976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -71999.531250 Penalty: 659.224670
	Iteration 8Q: 3 clusters Score -71999.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -72007.125000 Penalty: 659.224670
	Iteration 9Q: 3 clusters Score -72007.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -72010.687500 Penalty: 659.224670
	Iteration 10Q: 3 clusters Score -72010.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -72013.351562 Penalty: 659.224670
	Iteration 11Q: 3 clusters Score -72013.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -72014.914062 Penalty: 659.224670
	Iteration 12Q: 3 clusters Score -72014.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -72015.531250 Penalty: 659.224670
	Iteration 13Q: 3 clusters Score -72015.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -72015.765625 Penalty: 659.224670
	Iteration 14Q: 3 clusters Score -72015.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -72016.507812 Penalty: 659.224670
	Iteration 15Q: 3 clusters Score -72016.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -72017.226562 Penalty: 659.224670
	Iteration 16Q: 3 clusters Score -72017.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -72017.367188 Penalty: 659.224670
	Iteration 17Q: 3 clusters Score -72017.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -72017.367188 Penalty: 659.224670
	Iteration 18F: 3 clusters Score -72017.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (185021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185021 members 
Entering Unmasked Estep 
Score: -9182649.000000 Penalty: 551.834229
	Iteration 0F: 2 clusters Score -9182649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92408 members 
Mstep: Class 2 contains 92613 members 
Entering Unmasked Estep 
Score: -9057688.000000 Penalty: 1103.668457
	Iteration 0F: 3 clusters Score -9057688 nChanged 90608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92612 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -9111672.000000 Penalty: 1103.668457
	Iteration 1F: 3 clusters Score -9111672 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -9112530.000000 Penalty: 1103.668457
	Iteration 2Q: 3 clusters Score -9112530 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 93558 members 
Entering Unmasked Estep 
Score: -9113524.000000 Penalty: 1103.668457
	Iteration 3Q: 3 clusters Score -9113524 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -9114693.000000 Penalty: 1103.668457
	Iteration 4Q: 3 clusters Score -9114693 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -9116059.000000 Penalty: 1103.668457
	Iteration 5Q: 3 clusters Score -9116059 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 101891 members 
Entering Unmasked Estep 
Score: -9118035.000000 Penalty: 1103.668457
	Iteration 6Q: 3 clusters Score -9118035 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -9121374.000000 Penalty: 1103.668457
	Iteration 7Q: 3 clusters Score -9121374 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 118044 members 
Entering Unmasked Estep 
Score: -9127105.000000 Penalty: 1103.668457
	Iteration 8F: 3 clusters Score -9127105 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 131057 members 
Entering Unmasked Estep 
Score: -9136257.000000 Penalty: 1103.668457
	Iteration 9F: 3 clusters Score -9136257 nChanged 15445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 146494 members 
Entering Unmasked Estep 
Score: -9149062.000000 Penalty: 1103.668457
	Iteration 10F: 3 clusters Score -9149062 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 161567 members 
Entering Unmasked Estep 
Score: -9162507.000000 Penalty: 1103.668457
	Iteration 11F: 3 clusters Score -9162507 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 172990 members 
Entering Unmasked Estep 
Score: -9172722.000000 Penalty: 1103.668457
	Iteration 12F: 3 clusters Score -9172722 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 179828 members 
Entering Unmasked Estep 
Score: -9178446.000000 Penalty: 1103.668457
	Iteration 13Q: 3 clusters Score -9178446 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 182991 members 
Entering Unmasked Estep 
Score: -9180809.000000 Penalty: 1103.668457
	Iteration 14Q: 3 clusters Score -9180809 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 184191 members 
Entering Unmasked Estep 
Score: -9181654.000000 Penalty: 1103.668457
	Iteration 15Q: 3 clusters Score -9181654 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 184639 members 
Entering Unmasked Estep 
Score: -9181956.000000 Penalty: 1103.668457
	Iteration 16Q: 3 clusters Score -9181956 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 184778 members 
Entering Unmasked Estep 
Score: -9182065.000000 Penalty: 1103.668457
	Iteration 17Q: 3 clusters Score -9182065 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 184831 members 
Entering Unmasked Estep 
Score: -9182108.000000 Penalty: 1103.668457
	Iteration 18Q: 3 clusters Score -9182108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 184861 members 
Entering Unmasked Estep 
Score: -9182128.000000 Penalty: 1103.668457
	Iteration 19Q: 3 clusters Score -9182128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184881 members 
Entering Unmasked Estep 
Score: -9182152.000000 Penalty: 1103.668457
	Iteration 20F: 3 clusters Score -9182152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 184897 members 
Entering Unmasked Estep 
Score: -9182171.000000 Penalty: 1103.668457
	Iteration 21Q: 3 clusters Score -9182171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 184900 members 
Entering Unmasked Estep 
Score: -9182176.000000 Penalty: 1103.668457
	Iteration 22Q: 3 clusters Score -9182176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184909 members 
Entering Unmasked Estep 
Score: -9182181.000000 Penalty: 1103.668457
	Iteration 23Q: 3 clusters Score -9182181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184913 members 
Entering Unmasked Estep 
Score: -9182189.000000 Penalty: 1103.668457
	Iteration 24Q: 3 clusters Score -9182189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 184915 members 
Entering Unmasked Estep 
Score: -9182195.000000 Penalty: 1103.668457
	Iteration 25Q: 3 clusters Score -9182195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184913 members 
Entering Unmasked Estep 
Score: -9182192.000000 Penalty: 1103.668457
	Iteration 26Q: 3 clusters Score -9182192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 184913 members 
Entering Unmasked Estep 
Score: -9182192.000000 Penalty: 1103.668457
	Iteration 27F: 3 clusters Score -9182192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Entering Unmasked Estep 
Score: -508733.406250 Penalty: 422.920563
	Iteration 0F: 2 clusters Score -508733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -501426.812500 Penalty: 845.841125
	Iteration 0F: 3 clusters Score -501426.8 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -504359.812500 Penalty: 845.841125
	Iteration 1F: 3 clusters Score -504359.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -504591.750000 Penalty: 845.841125
	Iteration 2Q: 3 clusters Score -504591.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -504927.625000 Penalty: 845.841125
	Iteration 3F: 3 clusters Score -504927.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -505430.218750 Penalty: 845.841125
	Iteration 4F: 3 clusters Score -505430.2 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -505933.562500 Penalty: 845.841125
	Iteration 5F: 3 clusters Score -505933.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -506366.968750 Penalty: 845.841125
	Iteration 6F: 3 clusters Score -506367 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -506719.781250 Penalty: 845.841125
	Iteration 7Q: 3 clusters Score -506719.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -506978.093750 Penalty: 845.841125
	Iteration 8Q: 3 clusters Score -506978.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -507173.875000 Penalty: 845.841125
	Iteration 9Q: 3 clusters Score -507173.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -507365.406250 Penalty: 845.841125
	Iteration 10Q: 3 clusters Score -507365.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -507526.187500 Penalty: 845.841125
	Iteration 11Q: 3 clusters Score -507526.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -507657.250000 Penalty: 845.841125
	Iteration 12Q: 3 clusters Score -507657.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -507760.375000 Penalty: 845.841125
	Iteration 13Q: 3 clusters Score -507760.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -507859.593750 Penalty: 845.841125
	Iteration 14Q: 3 clusters Score -507859.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -507950.187500 Penalty: 845.841125
	Iteration 15Q: 3 clusters Score -507950.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -508031.062500 Penalty: 845.841125
	Iteration 16Q: 3 clusters Score -508031.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -508102.500000 Penalty: 845.841125
	Iteration 17Q: 3 clusters Score -508102.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -508161.875000 Penalty: 845.841125
	Iteration 18Q: 3 clusters Score -508161.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -508222.875000 Penalty: 845.841125
	Iteration 19Q: 3 clusters Score -508222.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -508281.875000 Penalty: 845.841125
	Iteration 20F: 3 clusters Score -508281.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -508324.000000 Penalty: 845.841125
	Iteration 21Q: 3 clusters Score -508324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -508354.156250 Penalty: 845.841125
	Iteration 22Q: 3 clusters Score -508354.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -508366.281250 Penalty: 845.841125
	Iteration 23Q: 3 clusters Score -508366.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -508378.968750 Penalty: 845.841125
	Iteration 24Q: 3 clusters Score -508379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -508384.156250 Penalty: 845.841125
	Iteration 25Q: 3 clusters Score -508384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -508387.437500 Penalty: 845.841125
	Iteration 26Q: 3 clusters Score -508387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -508392.468750 Penalty: 845.841125
	Iteration 27Q: 3 clusters Score -508392.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -508399.062500 Penalty: 845.841125
	Iteration 28Q: 3 clusters Score -508399.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -508407.843750 Penalty: 845.841125
	Iteration 29Q: 3 clusters Score -508407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -508409.468750 Penalty: 845.841125
	Iteration 30Q: 3 clusters Score -508409.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -508409.468750 Penalty: 845.841125
	Iteration 31F: 3 clusters Score -508409.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Entering Unmasked Estep 
Score: -329990.781250 Penalty: 398.906403
	Iteration 0F: 2 clusters Score -329990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -325686.625000 Penalty: 797.812805
	Iteration 0F: 3 clusters Score -325686.6 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -327385.250000 Penalty: 797.812805
	Iteration 1F: 3 clusters Score -327385.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -327491.750000 Penalty: 797.812805
	Iteration 2Q: 3 clusters Score -327491.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -327594.593750 Penalty: 797.812805
	Iteration 3Q: 3 clusters Score -327594.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -327720.093750 Penalty: 797.812805
	Iteration 4Q: 3 clusters Score -327720.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -327880.625000 Penalty: 797.812805
	Iteration 5Q: 3 clusters Score -327880.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -328109.781250 Penalty: 797.812805
	Iteration 6F: 3 clusters Score -328109.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -328334.093750 Penalty: 797.812805
	Iteration 7F: 3 clusters Score -328334.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -328519.125000 Penalty: 797.812805
	Iteration 8Q: 3 clusters Score -328519.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -328604.281250 Penalty: 797.812805
	Iteration 9Q: 3 clusters Score -328604.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -328637.562500 Penalty: 797.812805
	Iteration 10Q: 3 clusters Score -328637.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -328664.468750 Penalty: 797.812805
	Iteration 11Q: 3 clusters Score -328664.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -328691.031250 Penalty: 797.812805
	Iteration 12Q: 3 clusters Score -328691 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -328722.562500 Penalty: 797.812805
	Iteration 13Q: 3 clusters Score -328722.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -328758.062500 Penalty: 797.812805
	Iteration 14Q: 3 clusters Score -328758.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -328795.656250 Penalty: 797.812805
	Iteration 15Q: 3 clusters Score -328795.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -328837.468750 Penalty: 797.812805
	Iteration 16Q: 3 clusters Score -328837.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -328891.531250 Penalty: 797.812805
	Iteration 17Q: 3 clusters Score -328891.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -328955.250000 Penalty: 797.812805
	Iteration 18Q: 3 clusters Score -328955.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -329024.031250 Penalty: 797.812805
	Iteration 19Q: 3 clusters Score -329024 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -329096.781250 Penalty: 797.812805
	Iteration 20F: 3 clusters Score -329096.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -329172.875000 Penalty: 797.812805
	Iteration 21Q: 3 clusters Score -329172.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -329229.187500 Penalty: 797.812805
	Iteration 22Q: 3 clusters Score -329229.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -329272.125000 Penalty: 797.812805
	Iteration 23Q: 3 clusters Score -329272.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -329313.218750 Penalty: 797.812805
	Iteration 24Q: 3 clusters Score -329313.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -329347.218750 Penalty: 797.812805
	Iteration 25Q: 3 clusters Score -329347.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -329368.093750 Penalty: 797.812805
	Iteration 26Q: 3 clusters Score -329368.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -329384.937500 Penalty: 797.812805
	Iteration 27Q: 3 clusters Score -329384.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -329395.218750 Penalty: 797.812805
	Iteration 28Q: 3 clusters Score -329395.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -329401.093750 Penalty: 797.812805
	Iteration 29Q: 3 clusters Score -329401.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -329405.625000 Penalty: 797.812805
	Iteration 30Q: 3 clusters Score -329405.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -329409.250000 Penalty: 797.812805
	Iteration 31Q: 3 clusters Score -329409.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -329411.156250 Penalty: 797.812805
	Iteration 32Q: 3 clusters Score -329411.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -329413.875000 Penalty: 797.812805
	Iteration 33Q: 3 clusters Score -329413.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -329415.062500 Penalty: 797.812805
	Iteration 34Q: 3 clusters Score -329415.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -329416.406250 Penalty: 797.812805
	Iteration 35Q: 3 clusters Score -329416.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -329417.281250 Penalty: 797.812805
	Iteration 36Q: 3 clusters Score -329417.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -329420.281250 Penalty: 797.812805
	Iteration 37Q: 3 clusters Score -329420.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -329421.781250 Penalty: 797.812805
	Iteration 38Q: 3 clusters Score -329421.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -329424.343750 Penalty: 797.812805
	Iteration 39Q: 3 clusters Score -329424.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -329425.031250 Penalty: 797.812805
	Iteration 40F: 3 clusters Score -329425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -329426.281250 Penalty: 797.812805
	Iteration 41Q: 3 clusters Score -329426.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -329427.031250 Penalty: 797.812805
	Iteration 42Q: 3 clusters Score -329427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -329426.500000 Penalty: 797.812805
	Iteration 43Q: 3 clusters Score -329426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -329426.968750 Penalty: 797.812805
	Iteration 44Q: 3 clusters Score -329427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -329428.125000 Penalty: 797.812805
	Iteration 45Q: 3 clusters Score -329428.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -329428.218750 Penalty: 797.812805
	Iteration 46Q: 3 clusters Score -329428.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -329429.093750 Penalty: 797.812805
	Iteration 47Q: 3 clusters Score -329429.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -329429.875000 Penalty: 797.812805
	Iteration 48Q: 3 clusters Score -329429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -329429.781250 Penalty: 797.812805
	Iteration 49Q: 3 clusters Score -329429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -329429.750000 Penalty: 797.812805
	Iteration 50Q: 3 clusters Score -329429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -329429.750000 Penalty: 797.812805
	Iteration 51F: 3 clusters Score -329429.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6342.782715 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6342.783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6130.986816 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -6130.987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6210.442383 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -6210.442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6298.615723 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -6298.616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6351.059570 Penalty: 441.534760
	Iteration 3F: 3 clusters Score -6351.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6393.818848 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -6393.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6393.818848 Penalty: 441.534760
	Iteration 5F: 3 clusters Score -6393.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94367 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23563 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24555 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96626 members 
Mstep: Class 14 contains 216388 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 18494 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 2437 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183719 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 42057 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 186034 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42555 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37485 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185021 members 
Mstep: Class 43 contains 10883 members 
Mstep: Class 44 contains 6420 members 
Mstep: Class 45 contains 33 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8752 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 8346 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194045 members 
Mstep: Class 65 contains 13700 members 
Mstep: Class 66 contains 49307 members 
Mstep: Class 67 contains 2628 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31419 members 
Mstep: Class 72 contains 156287 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212025 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90794848.000000 Penalty: 52748.445312
Splitting cluster 45 changes total score from -90795296.000000 to -90794848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -37980.433594 Penalty: 300.664032
	Iteration 0F: 2 clusters Score -37980.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37348.968750 Penalty: 601.328064
	Iteration 0F: 3 clusters Score -37348.97 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37539.781250 Penalty: 601.328064
	Iteration 1F: 3 clusters Score -37539.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37585.972656 Penalty: 601.328064
	Iteration 2F: 3 clusters Score -37585.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37630.503906 Penalty: 601.328064
	Iteration 3F: 3 clusters Score -37630.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37665.953125 Penalty: 601.328064
	Iteration 4Q: 3 clusters Score -37665.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37700.027344 Penalty: 601.328064
	Iteration 5Q: 3 clusters Score -37700.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37729.113281 Penalty: 601.328064
	Iteration 6Q: 3 clusters Score -37729.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37746.300781 Penalty: 601.328064
	Iteration 7Q: 3 clusters Score -37746.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37757.453125 Penalty: 601.328064
	Iteration 8Q: 3 clusters Score -37757.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37777.949219 Penalty: 601.328064
	Iteration 9Q: 3 clusters Score -37777.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37801.562500 Penalty: 601.328064
	Iteration 10Q: 3 clusters Score -37801.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37820.804688 Penalty: 601.328064
	Iteration 11Q: 3 clusters Score -37820.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37848.679688 Penalty: 601.328064
	Iteration 12Q: 3 clusters Score -37848.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37868.910156 Penalty: 601.328064
	Iteration 13Q: 3 clusters Score -37868.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37904.316406 Penalty: 601.328064
	Iteration 14Q: 3 clusters Score -37904.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37917.363281 Penalty: 601.328064
	Iteration 15Q: 3 clusters Score -37917.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37925.773438 Penalty: 601.328064
	Iteration 16Q: 3 clusters Score -37925.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37933.937500 Penalty: 601.328064
	Iteration 17Q: 3 clusters Score -37933.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37944.757812 Penalty: 601.328064
	Iteration 18Q: 3 clusters Score -37944.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37953.910156 Penalty: 601.328064
	Iteration 19Q: 3 clusters Score -37953.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37961.101562 Penalty: 601.328064
	Iteration 20F: 3 clusters Score -37961.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37966.785156 Penalty: 601.328064
	Iteration 21Q: 3 clusters Score -37966.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37972.835938 Penalty: 601.328064
	Iteration 22Q: 3 clusters Score -37972.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37977.777344 Penalty: 601.328064
	Iteration 23Q: 3 clusters Score -37977.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37979.312500 Penalty: 601.328064
	Iteration 24Q: 3 clusters Score -37979.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37980.804688 Penalty: 601.328064
	Iteration 25Q: 3 clusters Score -37980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37983.539062 Penalty: 601.328064
	Iteration 26Q: 3 clusters Score -37983.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37984.871094 Penalty: 601.328064
	Iteration 27Q: 3 clusters Score -37984.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37986.792969 Penalty: 601.328064
	Iteration 28Q: 3 clusters Score -37986.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37987.070312 Penalty: 601.328064
	Iteration 29Q: 3 clusters Score -37987.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37987.070312 Penalty: 601.328064
	Iteration 30F: 3 clusters Score -37987.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94367 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23563 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24555 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96626 members 
Mstep: Class 14 contains 216388 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 18494 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 2437 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183719 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 42057 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 186034 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42555 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37485 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185021 members 
Mstep: Class 43 contains 10883 members 
Mstep: Class 44 contains 6420 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 8752 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 8346 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194045 members 
Mstep: Class 65 contains 13700 members 
Mstep: Class 66 contains 49307 members 
Mstep: Class 67 contains 2628 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31419 members 
Mstep: Class 72 contains 156287 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212025 members 
Mstep: Class 77 contains 229 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90794824.000000 Penalty: 52748.445312
Splitting cluster 46 changes total score from -90795296.000000 to -90794824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (8752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Entering Unmasked Estep 
Score: -431547.343750 Penalty: 413.005219
	Iteration 0F: 2 clusters Score -431547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -425764.812500 Penalty: 826.010437
	Iteration 0F: 3 clusters Score -425764.8 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -428000.093750 Penalty: 826.010437
	Iteration 1F: 3 clusters Score -428000.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -428219.968750 Penalty: 826.010437
	Iteration 2F: 3 clusters Score -428220 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -428456.906250 Penalty: 826.010437
	Iteration 3F: 3 clusters Score -428456.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -428732.843750 Penalty: 826.010437
	Iteration 4F: 3 clusters Score -428732.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -429095.281250 Penalty: 826.010437
	Iteration 5F: 3 clusters Score -429095.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -429530.593750 Penalty: 826.010437
	Iteration 6F: 3 clusters Score -429530.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -429994.406250 Penalty: 826.010437
	Iteration 7F: 3 clusters Score -429994.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -430378.000000 Penalty: 826.010437
	Iteration 8Q: 3 clusters Score -430378 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -430662.937500 Penalty: 826.010437
	Iteration 9Q: 3 clusters Score -430662.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -430811.531250 Penalty: 826.010437
	Iteration 10Q: 3 clusters Score -430811.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -430904.156250 Penalty: 826.010437
	Iteration 11Q: 3 clusters Score -430904.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -430975.281250 Penalty: 826.010437
	Iteration 12Q: 3 clusters Score -430975.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -431029.031250 Penalty: 826.010437
	Iteration 13Q: 3 clusters Score -431029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -431068.687500 Penalty: 826.010437
	Iteration 14Q: 3 clusters Score -431068.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -431094.531250 Penalty: 826.010437
	Iteration 15Q: 3 clusters Score -431094.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -431118.187500 Penalty: 826.010437
	Iteration 16Q: 3 clusters Score -431118.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -431135.062500 Penalty: 826.010437
	Iteration 17Q: 3 clusters Score -431135.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -431149.875000 Penalty: 826.010437
	Iteration 18Q: 3 clusters Score -431149.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -431165.312500 Penalty: 826.010437
	Iteration 19Q: 3 clusters Score -431165.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -431174.000000 Penalty: 826.010437
	Iteration 20F: 3 clusters Score -431174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -431179.656250 Penalty: 826.010437
	Iteration 21Q: 3 clusters Score -431179.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -431190.187500 Penalty: 826.010437
	Iteration 22Q: 3 clusters Score -431190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -431197.687500 Penalty: 826.010437
	Iteration 23Q: 3 clusters Score -431197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -431203.312500 Penalty: 826.010437
	Iteration 24Q: 3 clusters Score -431203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -431206.812500 Penalty: 826.010437
	Iteration 25Q: 3 clusters Score -431206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -431211.562500 Penalty: 826.010437
	Iteration 26Q: 3 clusters Score -431211.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -431213.562500 Penalty: 826.010437
	Iteration 27Q: 3 clusters Score -431213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -431215.937500 Penalty: 826.010437
	Iteration 28Q: 3 clusters Score -431215.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -431215.937500 Penalty: 826.010437
	Iteration 29F: 3 clusters Score -431215.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -12506.565430 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -12506.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12074.408203 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -12074.41 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12201.004883 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -12201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12236.717773 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -12236.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12257.764648 Penalty: 555.536194
	Iteration 3F: 3 clusters Score -12257.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12273.647461 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -12273.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -12285.437500 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -12285.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -12302.782227 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -12302.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12323.535156 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -12323.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12331.447266 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -12331.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12339.286133 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -12339.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12353.039062 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -12353.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12375.745117 Penalty: 555.536194
	Iteration 11Q: 3 clusters Score -12375.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12389.955078 Penalty: 555.536194
	Iteration 12Q: 3 clusters Score -12389.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -12400.102539 Penalty: 555.536194
	Iteration 13Q: 3 clusters Score -12400.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -12404.147461 Penalty: 555.536194
	Iteration 14Q: 3 clusters Score -12404.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12407.838867 Penalty: 555.536194
	Iteration 15Q: 3 clusters Score -12407.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12413.843750 Penalty: 555.536194
	Iteration 16Q: 3 clusters Score -12413.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12424.770508 Penalty: 555.536194
	Iteration 17Q: 3 clusters Score -12424.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12434.269531 Penalty: 555.536194
	Iteration 18Q: 3 clusters Score -12434.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12442.856445 Penalty: 555.536194
	Iteration 19Q: 3 clusters Score -12442.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12448.493164 Penalty: 555.536194
	Iteration 20F: 3 clusters Score -12448.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12449.598633 Penalty: 555.536194
	Iteration 21Q: 3 clusters Score -12449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12450.071289 Penalty: 555.536194
	Iteration 22Q: 3 clusters Score -12450.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -12452.834961 Penalty: 555.536194
	Iteration 23Q: 3 clusters Score -12452.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12454.669922 Penalty: 555.536194
	Iteration 24Q: 3 clusters Score -12454.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12455.254883 Penalty: 555.536194
	Iteration 25Q: 3 clusters Score -12455.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12455.254883 Penalty: 555.536194
	Iteration 26F: 3 clusters Score -12455.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -14547.900391 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -14547.9 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 143 members 
Entering Unmasked Estep 
Score: -14183.371094 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -14183.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14264.198242 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -14264.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14289.394531 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -14289.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14301.297852 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -14301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14307.706055 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -14307.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14316.860352 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -14316.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14329.504883 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -14329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14333.092773 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -14333.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14336.083984 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -14336.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14344.575195 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -14344.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14352.952148 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -14352.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14365.059570 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -14365.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14371.887695 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -14371.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14373.214844 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -14373.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14373.214844 Penalty: 509.456421
	Iteration 14F: 3 clusters Score -14373.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5354.571777 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5354.572 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 56 members 
Entering Unmasked Estep 
Score: -5137.889160 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5137.889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5190.168457 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5190.168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5203.895996 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -5203.896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5210.245117 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5210.245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5228.947266 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5228.947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5262.604492 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -5262.604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5272.071777 Penalty: 427.743713
	Iteration 6Q: 3 clusters Score -5272.072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5276.096680 Penalty: 427.743713
	Iteration 7Q: 3 clusters Score -5276.097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5276.096680 Penalty: 427.743713
	Iteration 8F: 3 clusters Score -5276.097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (8346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Entering Unmasked Estep 
Score: -443685.843750 Penalty: 410.843933
	Iteration 0F: 2 clusters Score -443685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -438136.062500 Penalty: 821.687866
	Iteration 0F: 3 clusters Score -438136.1 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -440207.375000 Penalty: 821.687866
	Iteration 1F: 3 clusters Score -440207.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -440362.843750 Penalty: 821.687866
	Iteration 2F: 3 clusters Score -440362.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -440501.062500 Penalty: 821.687866
	Iteration 3Q: 3 clusters Score -440501.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -440647.062500 Penalty: 821.687866
	Iteration 4Q: 3 clusters Score -440647.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -440802.218750 Penalty: 821.687866
	Iteration 5Q: 3 clusters Score -440802.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -440978.906250 Penalty: 821.687866
	Iteration 6Q: 3 clusters Score -440978.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -441190.687500 Penalty: 821.687866
	Iteration 7F: 3 clusters Score -441190.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -441467.750000 Penalty: 821.687866
	Iteration 8F: 3 clusters Score -441467.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -441852.031250 Penalty: 821.687866
	Iteration 9F: 3 clusters Score -441852 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -442315.875000 Penalty: 821.687866
	Iteration 10F: 3 clusters Score -442315.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -442753.937500 Penalty: 821.687866
	Iteration 11F: 3 clusters Score -442753.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -443056.375000 Penalty: 821.687866
	Iteration 12Q: 3 clusters Score -443056.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -443207.812500 Penalty: 821.687866
	Iteration 13Q: 3 clusters Score -443207.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -443271.968750 Penalty: 821.687866
	Iteration 14Q: 3 clusters Score -443272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -443308.031250 Penalty: 821.687866
	Iteration 15Q: 3 clusters Score -443308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -443312.875000 Penalty: 821.687866
	Iteration 16Q: 3 clusters Score -443312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -443304.125000 Penalty: 821.687866
	Iteration 17Q: 3 clusters Score -443304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -443322.000000 Penalty: 821.687866
	Iteration 18Q: 3 clusters Score -443322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -443322.000000 Penalty: 821.687866
	Iteration 19F: 3 clusters Score -443322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (63 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Entering Unmasked Estep 
Score: -2953.707764 Penalty: 188.512619
	Iteration 0F: 2 clusters Score -2953.708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2932.809570 Penalty: 377.025238
	Iteration 0F: 3 clusters Score -2932.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2988.116211 Penalty: 377.025238
	Iteration 1F: 3 clusters Score -2988.116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2994.283936 Penalty: 377.025238
	Iteration 2Q: 3 clusters Score -2994.284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2994.283936 Penalty: 377.025238
	Iteration 3F: 3 clusters Score -2994.284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94367 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23563 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24555 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96626 members 
Mstep: Class 14 contains 216388 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 18494 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 2437 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183719 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 42057 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 186034 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42555 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37485 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185021 members 
Mstep: Class 43 contains 10883 members 
Mstep: Class 44 contains 6420 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8752 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 8346 members 
Mstep: Class 52 contains 21 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194045 members 
Mstep: Class 65 contains 13700 members 
Mstep: Class 66 contains 49307 members 
Mstep: Class 67 contains 2628 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31419 members 
Mstep: Class 72 contains 156287 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212025 members 
Mstep: Class 77 contains 42 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90794768.000000 Penalty: 52748.445312
Splitting cluster 52 changes total score from -90795296.000000 to -90794768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -6827.395020 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -6827.395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6591.562988 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6591.563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6754.636719 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6754.637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6790.162598 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -6790.163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6820.396973 Penalty: 449.689453
	Iteration 3F: 3 clusters Score -6820.397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6855.940918 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6855.941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6857.337402 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6857.337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6857.337402 Penalty: 449.689453
	Iteration 6F: 3 clusters Score -6857.337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94367 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23563 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24555 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96626 members 
Mstep: Class 14 contains 216388 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 18494 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 2437 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183719 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 42057 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 186034 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42555 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37485 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185021 members 
Mstep: Class 43 contains 10883 members 
Mstep: Class 44 contains 6420 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8752 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 8346 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 48 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194045 members 
Mstep: Class 65 contains 13700 members 
Mstep: Class 66 contains 49307 members 
Mstep: Class 67 contains 2628 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31419 members 
Mstep: Class 72 contains 156287 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212025 members 
Mstep: Class 77 contains 92 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90794784.000000 Penalty: 52748.445312
Splitting cluster 53 changes total score from -90795296.000000 to -90794784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -49826.074219 Penalty: 318.598083
	Iteration 0F: 2 clusters Score -49826.07 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 550 members 
Entering Unmasked Estep 
Score: -48977.949219 Penalty: 637.196167
	Iteration 0F: 3 clusters Score -48977.95 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -49261.042969 Penalty: 637.196167
	Iteration 1F: 3 clusters Score -49261.04 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -49335.691406 Penalty: 637.196167
	Iteration 2F: 3 clusters Score -49335.69 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -49405.546875 Penalty: 637.196167
	Iteration 3F: 3 clusters Score -49405.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -49472.191406 Penalty: 637.196167
	Iteration 4F: 3 clusters Score -49472.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -49537.421875 Penalty: 637.196167
	Iteration 5F: 3 clusters Score -49537.42 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -49604.687500 Penalty: 637.196167
	Iteration 6F: 3 clusters Score -49604.69 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -49657.207031 Penalty: 637.196167
	Iteration 7F: 3 clusters Score -49657.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -49682.960938 Penalty: 637.196167
	Iteration 8Q: 3 clusters Score -49682.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -49697.316406 Penalty: 637.196167
	Iteration 9Q: 3 clusters Score -49697.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -49701.953125 Penalty: 637.196167
	Iteration 10Q: 3 clusters Score -49701.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -49704.925781 Penalty: 637.196167
	Iteration 11Q: 3 clusters Score -49704.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -49705.664062 Penalty: 637.196167
	Iteration 12Q: 3 clusters Score -49705.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -49706.199219 Penalty: 637.196167
	Iteration 13Q: 3 clusters Score -49706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -49706.906250 Penalty: 637.196167
	Iteration 14Q: 3 clusters Score -49706.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -49707.875000 Penalty: 637.196167
	Iteration 15Q: 3 clusters Score -49707.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -49708.539062 Penalty: 637.196167
	Iteration 16Q: 3 clusters Score -49708.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -49708.539062 Penalty: 637.196167
	Iteration 17F: 3 clusters Score -49708.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -21863.275391 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -21863.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21433.880859 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -21433.88 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21575.750000 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -21575.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21623.562500 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -21623.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21671.941406 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -21671.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21716.103516 Penalty: 554.720032
	Iteration 4F: 3 clusters Score -21716.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21753.498047 Penalty: 554.720032
	Iteration 5F: 3 clusters Score -21753.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21765.152344 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -21765.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21773.695312 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -21773.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21784.794922 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -21784.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21788.707031 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -21788.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21790.916016 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -21790.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21792.466797 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -21792.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21793.281250 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -21793.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21793.621094 Penalty: 554.720032
	Iteration 13Q: 3 clusters Score -21793.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21796.957031 Penalty: 554.720032
	Iteration 14Q: 3 clusters Score -21796.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21797.234375 Penalty: 554.720032
	Iteration 15Q: 3 clusters Score -21797.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21797.234375 Penalty: 554.720032
	Iteration 16F: 3 clusters Score -21797.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5826.743164 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5826.743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5563.521484 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5563.521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5619.995605 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5619.996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5647.382812 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5647.383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5654.351562 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5654.352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5654.995117 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5654.995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5654.995117 Penalty: 457.173126
	Iteration 5F: 3 clusters Score -5654.995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -7567.464355 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -7567.464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7342.233398 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -7342.233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7370.609863 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -7370.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7388.132812 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -7388.133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7392.138184 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -7392.138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7394.533691 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -7394.534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7399.738281 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -7399.738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7406.262207 Penalty: 451.618896
	Iteration 6Q: 3 clusters Score -7406.262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7408.395020 Penalty: 451.618896
	Iteration 7Q: 3 clusters Score -7408.395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7409.285156 Penalty: 451.618896
	Iteration 8Q: 3 clusters Score -7409.285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7409.285156 Penalty: 451.618896
	Iteration 9F: 3 clusters Score -7409.285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -6884.685059 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -6884.685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6664.926758 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6664.927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6702.987305 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6702.987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6720.470703 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -6720.471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6731.156738 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6731.157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6734.399902 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6735.363770 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6735.364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6735.363770 Penalty: 449.689453
	Iteration 6F: 3 clusters Score -6735.364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -13799.651367 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -13799.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13428.563477 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -13428.56 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13563.412109 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -13563.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13626.488281 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -13626.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13647.189453 Penalty: 519.648865
	Iteration 3F: 3 clusters Score -13647.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13658.912109 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -13658.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13664.949219 Penalty: 519.648865
	Iteration 5Q: 3 clusters Score -13664.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13670.519531 Penalty: 519.648865
	Iteration 6Q: 3 clusters Score -13670.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13676.497070 Penalty: 519.648865
	Iteration 7Q: 3 clusters Score -13676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13679.416016 Penalty: 519.648865
	Iteration 8Q: 3 clusters Score -13679.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13682.352539 Penalty: 519.648865
	Iteration 9Q: 3 clusters Score -13682.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13683.830078 Penalty: 519.648865
	Iteration 10Q: 3 clusters Score -13683.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13683.830078 Penalty: 519.648865
	Iteration 11F: 3 clusters Score -13683.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14293.687500 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14293.69 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 141 members 
Entering Unmasked Estep 
Score: -13976.133789 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -13976.13 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14081.859375 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14081.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14147.069336 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14147.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14172.747070 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -14172.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14187.077148 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14187.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14201.642578 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14201.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14213.217773 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14213.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14224.568359 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14224.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14228.165039 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14228.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14230.375000 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14230.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14230.793945 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -14230.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14230.793945 Penalty: 511.126190
	Iteration 11F: 3 clusters Score -14230.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -9341.950195 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9341.95 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 88 members 
Entering Unmasked Estep 
Score: -9064.062500 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9064.062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9135.234375 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9135.234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9170.192383 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9170.192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9182.355469 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -9182.355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9196.848633 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9196.849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9201.617188 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9201.617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9202.917969 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9202.918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9202.917969 Penalty: 478.432068
	Iteration 7F: 3 clusters Score -9202.918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -12756.124023 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -12756.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12443.895508 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -12443.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12584.192383 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -12584.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12613.468750 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -12613.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12631.069336 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -12631.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12633.019531 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -12633.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12635.444336 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -12635.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12636.615234 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -12636.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12641.500000 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -12641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12643.443359 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -12643.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12643.443359 Penalty: 502.452942
	Iteration 9F: 3 clusters Score -12643.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -31951.890625 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -31951.89 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 349 members 
Entering Unmasked Estep 
Score: -31361.046875 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -31361.05 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -31506.292969 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -31506.29 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -31549.201172 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -31549.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -31586.486328 Penalty: 592.026367
	Iteration 3Q: 3 clusters Score -31586.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -31609.568359 Penalty: 592.026367
	Iteration 4Q: 3 clusters Score -31609.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -31631.488281 Penalty: 592.026367
	Iteration 5Q: 3 clusters Score -31631.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -31646.642578 Penalty: 592.026367
	Iteration 6Q: 3 clusters Score -31646.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -31661.826172 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -31661.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -31674.806641 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -31674.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -31690.279297 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -31690.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -31708.015625 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -31708.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -31719.884766 Penalty: 592.026367
	Iteration 11Q: 3 clusters Score -31719.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -31729.576172 Penalty: 592.026367
	Iteration 12Q: 3 clusters Score -31729.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -31741.230469 Penalty: 592.026367
	Iteration 13Q: 3 clusters Score -31741.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -31749.623047 Penalty: 592.026367
	Iteration 14Q: 3 clusters Score -31749.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -31752.888672 Penalty: 592.026367
	Iteration 15Q: 3 clusters Score -31752.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -31757.408203 Penalty: 592.026367
	Iteration 16Q: 3 clusters Score -31757.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -31760.232422 Penalty: 592.026367
	Iteration 17Q: 3 clusters Score -31760.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -31760.232422 Penalty: 592.026367
	Iteration 18F: 3 clusters Score -31760.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (194045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194045 members 
Entering Unmasked Estep 
Score: -9463416.000000 Penalty: 554.000977
	Iteration 0F: 2 clusters Score -9463416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -9332358.000000 Penalty: 1108.001953
	Iteration 0F: 3 clusters Score -9332358 nChanged 95131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 111483 members 
Entering Unmasked Estep 
Score: -9391311.000000 Penalty: 1108.001953
	Iteration 1F: 3 clusters Score -9391311 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 119137 members 
Entering Unmasked Estep 
Score: -9394878.000000 Penalty: 1108.001953
	Iteration 2Q: 3 clusters Score -9394878 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 130099 members 
Entering Unmasked Estep 
Score: -9401170.000000 Penalty: 1108.001953
	Iteration 3F: 3 clusters Score -9401170 nChanged 14549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 144340 members 
Entering Unmasked Estep 
Score: -9412046.000000 Penalty: 1108.001953
	Iteration 4F: 3 clusters Score -9412046 nChanged 16484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 160718 members 
Entering Unmasked Estep 
Score: -9427511.000000 Penalty: 1108.001953
	Iteration 5F: 3 clusters Score -9427511 nChanged 15118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 175810 members 
Entering Unmasked Estep 
Score: -9444005.000000 Penalty: 1108.001953
	Iteration 6F: 3 clusters Score -9444005 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 186060 members 
Entering Unmasked Estep 
Score: -9455214.000000 Penalty: 1108.001953
	Iteration 7F: 3 clusters Score -9455214 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 191089 members 
Entering Unmasked Estep 
Score: -9460294.000000 Penalty: 1108.001953
	Iteration 8Q: 3 clusters Score -9460294 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 192982 members 
Entering Unmasked Estep 
Score: -9462075.000000 Penalty: 1108.001953
	Iteration 9Q: 3 clusters Score -9462075 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 193649 members 
Entering Unmasked Estep 
Score: -9462701.000000 Penalty: 1108.001953
	Iteration 10Q: 3 clusters Score -9462701 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 193844 members 
Entering Unmasked Estep 
Score: -9462851.000000 Penalty: 1108.001953
	Iteration 11Q: 3 clusters Score -9462851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 193909 members 
Entering Unmasked Estep 
Score: -9462909.000000 Penalty: 1108.001953
	Iteration 12Q: 3 clusters Score -9462909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 193934 members 
Entering Unmasked Estep 
Score: -9462926.000000 Penalty: 1108.001953
	Iteration 13Q: 3 clusters Score -9462926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 193942 members 
Entering Unmasked Estep 
Score: -9462943.000000 Penalty: 1108.001953
	Iteration 14Q: 3 clusters Score -9462943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 193945 members 
Entering Unmasked Estep 
Score: -9462963.000000 Penalty: 1108.001953
	Iteration 15Q: 3 clusters Score -9462963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 193947 members 
Entering Unmasked Estep 
Score: -9462966.000000 Penalty: 1108.001953
	Iteration 16Q: 3 clusters Score -9462966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 193949 members 
Entering Unmasked Estep 
Score: -9462964.000000 Penalty: 1108.001953
	Iteration 17Q: 3 clusters Score -9462964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 193951 members 
Entering Unmasked Estep 
Score: -9462970.000000 Penalty: 1108.001953
	Iteration 18Q: 3 clusters Score -9462970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193954 members 
Entering Unmasked Estep 
Score: -9462973.000000 Penalty: 1108.001953
	Iteration 19Q: 3 clusters Score -9462973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 193955 members 
Entering Unmasked Estep 
Score: -9462973.000000 Penalty: 1108.001953
	Iteration 20F: 3 clusters Score -9462973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 193956 members 
Entering Unmasked Estep 
Score: -9462971.000000 Penalty: 1108.001953
	Iteration 21Q: 3 clusters Score -9462971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 193958 members 
Entering Unmasked Estep 
Score: -9462975.000000 Penalty: 1108.001953
	Iteration 22Q: 3 clusters Score -9462975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 193959 members 
Entering Unmasked Estep 
Score: -9462978.000000 Penalty: 1108.001953
	Iteration 23Q: 3 clusters Score -9462978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 193960 members 
Entering Unmasked Estep 
Score: -9462979.000000 Penalty: 1108.001953
	Iteration 24Q: 3 clusters Score -9462979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 193960 members 
Entering Unmasked Estep 
Score: -9462979.000000 Penalty: 1108.001953
	Iteration 25F: 3 clusters Score -9462979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Entering Unmasked Estep 
Score: -688351.812500 Penalty: 433.394379
	Iteration 0F: 2 clusters Score -688351.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -679191.687500 Penalty: 866.788757
	Iteration 0F: 3 clusters Score -679191.7 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -682694.750000 Penalty: 866.788757
	Iteration 1F: 3 clusters Score -682694.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -682840.125000 Penalty: 866.788757
	Iteration 2Q: 3 clusters Score -682840.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -683003.312500 Penalty: 866.788757
	Iteration 3Q: 3 clusters Score -683003.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -683198.187500 Penalty: 866.788757
	Iteration 4Q: 3 clusters Score -683198.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -683477.375000 Penalty: 866.788757
	Iteration 5Q: 3 clusters Score -683477.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -683974.500000 Penalty: 866.788757
	Iteration 6F: 3 clusters Score -683974.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -684693.812500 Penalty: 866.788757
	Iteration 7F: 3 clusters Score -684693.8 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -685402.125000 Penalty: 866.788757
	Iteration 8F: 3 clusters Score -685402.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -685792.312500 Penalty: 866.788757
	Iteration 9F: 3 clusters Score -685792.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -685979.500000 Penalty: 866.788757
	Iteration 10Q: 3 clusters Score -685979.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -686110.000000 Penalty: 866.788757
	Iteration 11Q: 3 clusters Score -686110 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -686245.625000 Penalty: 866.788757
	Iteration 12Q: 3 clusters Score -686245.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -686395.625000 Penalty: 866.788757
	Iteration 13Q: 3 clusters Score -686395.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -686517.187500 Penalty: 866.788757
	Iteration 14Q: 3 clusters Score -686517.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -686643.312500 Penalty: 866.788757
	Iteration 15Q: 3 clusters Score -686643.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -686767.000000 Penalty: 866.788757
	Iteration 16Q: 3 clusters Score -686767 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -686870.687500 Penalty: 866.788757
	Iteration 17Q: 3 clusters Score -686870.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -686979.312500 Penalty: 866.788757
	Iteration 18Q: 3 clusters Score -686979.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -687085.750000 Penalty: 866.788757
	Iteration 19Q: 3 clusters Score -687085.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -687176.312500 Penalty: 866.788757
	Iteration 20F: 3 clusters Score -687176.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -687258.312500 Penalty: 866.788757
	Iteration 21Q: 3 clusters Score -687258.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -687336.000000 Penalty: 866.788757
	Iteration 22Q: 3 clusters Score -687336 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -687401.062500 Penalty: 866.788757
	Iteration 23Q: 3 clusters Score -687401.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -687460.937500 Penalty: 866.788757
	Iteration 24Q: 3 clusters Score -687460.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -687514.437500 Penalty: 866.788757
	Iteration 25Q: 3 clusters Score -687514.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -687562.937500 Penalty: 866.788757
	Iteration 26Q: 3 clusters Score -687562.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -687613.812500 Penalty: 866.788757
	Iteration 27Q: 3 clusters Score -687613.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -687661.500000 Penalty: 866.788757
	Iteration 28Q: 3 clusters Score -687661.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -687704.187500 Penalty: 866.788757
	Iteration 29Q: 3 clusters Score -687704.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -687756.312500 Penalty: 866.788757
	Iteration 30Q: 3 clusters Score -687756.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -687807.500000 Penalty: 866.788757
	Iteration 31Q: 3 clusters Score -687807.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -687870.500000 Penalty: 866.788757
	Iteration 32Q: 3 clusters Score -687870.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -687926.937500 Penalty: 866.788757
	Iteration 33Q: 3 clusters Score -687926.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -687961.125000 Penalty: 866.788757
	Iteration 34Q: 3 clusters Score -687961.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -687995.937500 Penalty: 866.788757
	Iteration 35Q: 3 clusters Score -687995.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -688020.812500 Penalty: 866.788757
	Iteration 36Q: 3 clusters Score -688020.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -688049.562500 Penalty: 866.788757
	Iteration 37Q: 3 clusters Score -688049.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -688077.375000 Penalty: 866.788757
	Iteration 38Q: 3 clusters Score -688077.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -688097.000000 Penalty: 866.788757
	Iteration 39Q: 3 clusters Score -688097 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -688123.062500 Penalty: 866.788757
	Iteration 40F: 3 clusters Score -688123.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -688133.437500 Penalty: 866.788757
	Iteration 41Q: 3 clusters Score -688133.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -688135.500000 Penalty: 866.788757
	Iteration 42Q: 3 clusters Score -688135.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -688141.500000 Penalty: 866.788757
	Iteration 43Q: 3 clusters Score -688141.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -688147.187500 Penalty: 866.788757
	Iteration 44Q: 3 clusters Score -688147.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -688151.312500 Penalty: 866.788757
	Iteration 45Q: 3 clusters Score -688151.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -688157.562500 Penalty: 866.788757
	Iteration 46Q: 3 clusters Score -688157.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -688162.125000 Penalty: 866.788757
	Iteration 47Q: 3 clusters Score -688162.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -688164.625000 Penalty: 866.788757
	Iteration 48Q: 3 clusters Score -688164.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -688165.500000 Penalty: 866.788757
	Iteration 49Q: 3 clusters Score -688165.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -688169.187500 Penalty: 866.788757
	Iteration 50Q: 3 clusters Score -688169.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -688173.375000 Penalty: 866.788757
	Iteration 51Q: 3 clusters Score -688173.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -688175.125000 Penalty: 866.788757
	Iteration 52Q: 3 clusters Score -688175.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -688174.812500 Penalty: 866.788757
	Iteration 53Q: 3 clusters Score -688174.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -688176.812500 Penalty: 866.788757
	Iteration 54Q: 3 clusters Score -688176.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -688179.062500 Penalty: 866.788757
	Iteration 55Q: 3 clusters Score -688179.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -688179.125000 Penalty: 866.788757
	Iteration 56Q: 3 clusters Score -688179.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -688180.937500 Penalty: 866.788757
	Iteration 57Q: 3 clusters Score -688180.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -688181.062500 Penalty: 866.788757
	Iteration 58Q: 3 clusters Score -688181.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -688182.562500 Penalty: 866.788757
	Iteration 59Q: 3 clusters Score -688182.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -688183.750000 Penalty: 866.788757
	Iteration 60F: 3 clusters Score -688183.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -688181.875000 Penalty: 866.788757
	Iteration 61Q: 3 clusters Score -688181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -688181.562500 Penalty: 866.788757
	Iteration 62Q: 3 clusters Score -688181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -688181.562500 Penalty: 866.788757
	Iteration 63F: 3 clusters Score -688181.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (49307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Entering Unmasked Estep 
Score: -2517519.250000 Penalty: 491.664886
	Iteration 0F: 2 clusters Score -2517519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -2484695.750000 Penalty: 983.329773
	Iteration 0F: 3 clusters Score -2484696 nChanged 23684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -2498806.500000 Penalty: 983.329773
	Iteration 1F: 3 clusters Score -2498806 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -2499741.500000 Penalty: 983.329773
	Iteration 2Q: 3 clusters Score -2499742 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -2501091.000000 Penalty: 983.329773
	Iteration 3F: 3 clusters Score -2501091 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -2503071.000000 Penalty: 983.329773
	Iteration 4F: 3 clusters Score -2503071 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -2505890.500000 Penalty: 983.329773
	Iteration 5F: 3 clusters Score -2505890 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -2509009.500000 Penalty: 983.329773
	Iteration 6F: 3 clusters Score -2509010 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -2511545.250000 Penalty: 983.329773
	Iteration 7Q: 3 clusters Score -2511545 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2512964 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -2513727.250000 Penalty: 983.329773
	Iteration 9Q: 3 clusters Score -2513727 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2514249 nChanged 573
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2514639 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2514972 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -2515221.250000 Penalty: 983.329773
	Iteration 13Q: 3 clusters Score -2515221 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -2515394.250000 Penalty: 983.329773
	Iteration 14Q: 3 clusters Score -2515394 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -2515540.500000 Penalty: 983.329773
	Iteration 15Q: 3 clusters Score -2515540 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -2515686.000000 Penalty: 983.329773
	Iteration 16Q: 3 clusters Score -2515686 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2515789 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -2515896.500000 Penalty: 983.329773
	Iteration 18Q: 3 clusters Score -2515896 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -2516021.500000 Penalty: 983.329773
	Iteration 19Q: 3 clusters Score -2516022 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -2516131.750000 Penalty: 983.329773
	Iteration 20F: 3 clusters Score -2516132 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -2516236.750000 Penalty: 983.329773
	Iteration 21Q: 3 clusters Score -2516237 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -2516312.000000 Penalty: 983.329773
	Iteration 22Q: 3 clusters Score -2516312 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -2516387.250000 Penalty: 983.329773
	Iteration 23Q: 3 clusters Score -2516387 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -2516456.750000 Penalty: 983.329773
	Iteration 24Q: 3 clusters Score -2516457 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -2516520.250000 Penalty: 983.329773
	Iteration 25Q: 3 clusters Score -2516520 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -2516603.750000 Penalty: 983.329773
	Iteration 26Q: 3 clusters Score -2516604 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -2516689.750000 Penalty: 983.329773
	Iteration 27Q: 3 clusters Score -2516690 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -2516780.500000 Penalty: 983.329773
	Iteration 28Q: 3 clusters Score -2516780 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -2516834.750000 Penalty: 983.329773
	Iteration 29Q: 3 clusters Score -2516835 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -2516882.750000 Penalty: 983.329773
	Iteration 30Q: 3 clusters Score -2516883 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -2516890.000000 Penalty: 983.329773
	Iteration 31Q: 3 clusters Score -2516890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -2516891.000000 Penalty: 983.329773
	Iteration 32Q: 3 clusters Score -2516891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -2516894.500000 Penalty: 983.329773
	Iteration 33Q: 3 clusters Score -2516894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -2516909.500000 Penalty: 983.329773
	Iteration 34Q: 3 clusters Score -2516910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -2516904.000000 Penalty: 983.329773
	Iteration 35Q: 3 clusters Score -2516904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -2516905.750000 Penalty: 983.329773
	Iteration 36Q: 3 clusters Score -2516906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -2516907.500000 Penalty: 983.329773
	Iteration 37Q: 3 clusters Score -2516908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -2516911.500000 Penalty: 983.329773
	Iteration 38Q: 3 clusters Score -2516912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -2516902.750000 Penalty: 983.329773
	Iteration 39Q: 3 clusters Score -2516903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -2516933.250000 Penalty: 983.329773
	Iteration 40F: 3 clusters Score -2516933 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -2516911.250000 Penalty: 983.329773
	Iteration 41Q: 3 clusters Score -2516911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -2516916.250000 Penalty: 983.329773
	Iteration 42Q: 3 clusters Score -2516916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -2516936.250000 Penalty: 983.329773
	Iteration 43Q: 3 clusters Score -2516936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -2516930.000000 Penalty: 983.329773
	Iteration 44Q: 3 clusters Score -2516930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -2516933.750000 Penalty: 983.329773
	Iteration 45Q: 3 clusters Score -2516934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -2516932.500000 Penalty: 983.329773
	Iteration 46Q: 3 clusters Score -2516932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -2516911.250000 Penalty: 983.329773
	Iteration 47Q: 3 clusters Score -2516911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -2516925.500000 Penalty: 983.329773
	Iteration 48Q: 3 clusters Score -2516926 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -2516916.500000 Penalty: 983.329773
	Iteration 49Q: 3 clusters Score -2516916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -2516922.250000 Penalty: 983.329773
	Iteration 50Q: 3 clusters Score -2516922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -2516919.750000 Penalty: 983.329773
	Iteration 51Q: 3 clusters Score -2516920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -2516921.000000 Penalty: 983.329773
	Iteration 52Q: 3 clusters Score -2516921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -2516916.000000 Penalty: 983.329773
	Iteration 53Q: 3 clusters Score -2516916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -2516914.500000 Penalty: 983.329773
	Iteration 54Q: 3 clusters Score -2516914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -2516915.750000 Penalty: 983.329773
	Iteration 55Q: 3 clusters Score -2516916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -2516910.250000 Penalty: 983.329773
	Iteration 56Q: 3 clusters Score -2516910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -2516905.750000 Penalty: 983.329773
	Iteration 57Q: 3 clusters Score -2516906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -2516912.000000 Penalty: 983.329773
	Iteration 58Q: 3 clusters Score -2516912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -2516909.250000 Penalty: 983.329773
	Iteration 59Q: 3 clusters Score -2516909 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -2516908.250000 Penalty: 983.329773
	Iteration 60F: 3 clusters Score -2516908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -2516903.750000 Penalty: 983.329773
	Iteration 61Q: 3 clusters Score -2516904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -2516904.750000 Penalty: 983.329773
	Iteration 62Q: 3 clusters Score -2516905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -2516912.500000 Penalty: 983.329773
	Iteration 63Q: 3 clusters Score -2516912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -2516905.250000 Penalty: 983.329773
	Iteration 64Q: 3 clusters Score -2516905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -2516916.250000 Penalty: 983.329773
	Iteration 65Q: 3 clusters Score -2516916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -2516913.000000 Penalty: 983.329773
	Iteration 66Q: 3 clusters Score -2516913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -2516910.000000 Penalty: 983.329773
	Iteration 67Q: 3 clusters Score -2516910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -2516904.500000 Penalty: 983.329773
	Iteration 68Q: 3 clusters Score -2516904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -2516900.000000 Penalty: 983.329773
	Iteration 69Q: 3 clusters Score -2516900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -2516895.000000 Penalty: 983.329773
	Iteration 70Q: 3 clusters Score -2516895 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -2516884.000000 Penalty: 983.329773
	Iteration 71Q: 3 clusters Score -2516884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -2516891.000000 Penalty: 983.329773
	Iteration 72Q: 3 clusters Score -2516891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -2516891.000000 Penalty: 983.329773
	Iteration 73Q: 3 clusters Score -2516891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -2516884.000000 Penalty: 983.329773
	Iteration 74Q: 3 clusters Score -2516884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -2516884.250000 Penalty: 983.329773
	Iteration 75Q: 3 clusters Score -2516884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -2516887.500000 Penalty: 983.329773
	Iteration 76Q: 3 clusters Score -2516888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -2516895.750000 Penalty: 983.329773
	Iteration 77Q: 3 clusters Score -2516896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -2516893.750000 Penalty: 983.329773
	Iteration 78Q: 3 clusters Score -2516894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -2516891.500000 Penalty: 983.329773
	Iteration 79Q: 3 clusters Score -2516892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -2516891.500000 Penalty: 983.329773
	Iteration 80F: 3 clusters Score -2516892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -2516883.250000 Penalty: 983.329773
	Iteration 81Q: 3 clusters Score -2516883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -2516890.000000 Penalty: 983.329773
	Iteration 82Q: 3 clusters Score -2516890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -2516891.750000 Penalty: 983.329773
	Iteration 83Q: 3 clusters Score -2516892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -2516888.000000 Penalty: 983.329773
	Iteration 84Q: 3 clusters Score -2516888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -2516873.750000 Penalty: 983.329773
	Iteration 85Q: 3 clusters Score -2516874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -2516890.250000 Penalty: 983.329773
	Iteration 86Q: 3 clusters Score -2516890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -2516896.750000 Penalty: 983.329773
	Iteration 87Q: 3 clusters Score -2516897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -2516899.500000 Penalty: 983.329773
	Iteration 88Q: 3 clusters Score -2516900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -2516895.250000 Penalty: 983.329773
	Iteration 89Q: 3 clusters Score -2516895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -2516894.000000 Penalty: 983.329773
	Iteration 90Q: 3 clusters Score -2516894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -2516893.000000 Penalty: 983.329773
	Iteration 91Q: 3 clusters Score -2516893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -2516893.000000 Penalty: 983.329773
	Iteration 92F: 3 clusters Score -2516893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Entering Unmasked Estep 
Score: -125459.562500 Penalty: 358.266022
	Iteration 0F: 2 clusters Score -125459.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -123629.484375 Penalty: 716.532043
	Iteration 0F: 3 clusters Score -123629.5 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -124252.265625 Penalty: 716.532043
	Iteration 1F: 3 clusters Score -124252.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -124385.398438 Penalty: 716.532043
	Iteration 2F: 3 clusters Score -124385.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -124526.367188 Penalty: 716.532043
	Iteration 3F: 3 clusters Score -124526.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -124632.078125 Penalty: 716.532043
	Iteration 4F: 3 clusters Score -124632.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -124729.578125 Penalty: 716.532043
	Iteration 5F: 3 clusters Score -124729.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -124826.250000 Penalty: 716.532043
	Iteration 6Q: 3 clusters Score -124826.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -124893.601562 Penalty: 716.532043
	Iteration 7Q: 3 clusters Score -124893.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -124945.929688 Penalty: 716.532043
	Iteration 8Q: 3 clusters Score -124945.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -124987.953125 Penalty: 716.532043
	Iteration 9Q: 3 clusters Score -124988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -125012.726562 Penalty: 716.532043
	Iteration 10Q: 3 clusters Score -125012.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -125032.257812 Penalty: 716.532043
	Iteration 11Q: 3 clusters Score -125032.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -125047.773438 Penalty: 716.532043
	Iteration 12Q: 3 clusters Score -125047.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -125056.515625 Penalty: 716.532043
	Iteration 13Q: 3 clusters Score -125056.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -125067.968750 Penalty: 716.532043
	Iteration 14Q: 3 clusters Score -125068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -125083.953125 Penalty: 716.532043
	Iteration 15Q: 3 clusters Score -125084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -125097.007812 Penalty: 716.532043
	Iteration 16Q: 3 clusters Score -125097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -125117.117188 Penalty: 716.532043
	Iteration 17Q: 3 clusters Score -125117.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -125133.078125 Penalty: 716.532043
	Iteration 18Q: 3 clusters Score -125133.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -125142.820312 Penalty: 716.532043
	Iteration 19Q: 3 clusters Score -125142.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -125149.078125 Penalty: 716.532043
	Iteration 20F: 3 clusters Score -125149.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -125154.929688 Penalty: 716.532043
	Iteration 21Q: 3 clusters Score -125154.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -125157.835938 Penalty: 716.532043
	Iteration 22Q: 3 clusters Score -125157.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -125160.453125 Penalty: 716.532043
	Iteration 23Q: 3 clusters Score -125160.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -125160.921875 Penalty: 716.532043
	Iteration 24Q: 3 clusters Score -125160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -125161.085938 Penalty: 716.532043
	Iteration 25Q: 3 clusters Score -125161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -125161.085938 Penalty: 716.532043
	Iteration 26F: 3 clusters Score -125161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -2909.518555 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -2909.519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2651.334473 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -2651.334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2749.067139 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -2749.067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2796.333008 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -2796.333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2805.059814 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -2805.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2806.088623 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -2806.089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2811.684326 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -2811.684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2817.160400 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -2817.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2817.160400 Penalty: 465.190857
	Iteration 7F: 3 clusters Score -2817.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -7636.153320 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -7636.153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7390.715820 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -7390.716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7466.201172 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -7466.201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7475.222656 Penalty: 460.696136
	Iteration 2Q: 3 clusters Score -7475.223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7477.387207 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -7477.387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7479.940918 Penalty: 460.696136
	Iteration 4Q: 3 clusters Score -7479.941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7483.194336 Penalty: 460.696136
	Iteration 5Q: 3 clusters Score -7483.194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7483.194336 Penalty: 460.696136
	Iteration 6F: 3 clusters Score -7483.194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -7892.248047 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -7892.248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7619.735352 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -7619.735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7716.530273 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -7716.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7750.912109 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -7750.912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7767.802246 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -7767.802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7769.940430 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -7769.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7769.940430 Penalty: 465.737427
	Iteration 5F: 3 clusters Score -7769.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (31419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Entering Unmasked Estep 
Score: -1616231.125000 Penalty: 471.160156
	Iteration 0F: 2 clusters Score -1616231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1595196.500000 Penalty: 942.320312
	Iteration 0F: 3 clusters Score -1595196 nChanged 15120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1603991.375000 Penalty: 942.320312
	Iteration 1F: 3 clusters Score -1603991 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1604398.250000 Penalty: 942.320312
	Iteration 2Q: 3 clusters Score -1604398 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1605158.500000 Penalty: 942.320312
	Iteration 3F: 3 clusters Score -1605158 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1606569.750000 Penalty: 942.320312
	Iteration 4F: 3 clusters Score -1606570 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1608897.125000 Penalty: 942.320312
	Iteration 5F: 3 clusters Score -1608897 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1611961.875000 Penalty: 942.320312
	Iteration 6F: 3 clusters Score -1611962 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1614456.500000 Penalty: 942.320312
	Iteration 7F: 3 clusters Score -1614456 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1615506.250000 Penalty: 942.320312
	Iteration 8Q: 3 clusters Score -1615506 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1615725.250000 Penalty: 942.320312
	Iteration 9Q: 3 clusters Score -1615725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1615783.375000 Penalty: 942.320312
	Iteration 10Q: 3 clusters Score -1615783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1615796.250000 Penalty: 942.320312
	Iteration 11Q: 3 clusters Score -1615796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1615801.375000 Penalty: 942.320312
	Iteration 12Q: 3 clusters Score -1615801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1615804.875000 Penalty: 942.320312
	Iteration 13Q: 3 clusters Score -1615805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1615808.750000 Penalty: 942.320312
	Iteration 14Q: 3 clusters Score -1615809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1615808.750000 Penalty: 942.320312
	Iteration 15F: 3 clusters Score -1615809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (156287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156287 members 
Entering Unmasked Estep 
Score: -7822600.500000 Penalty: 544.154968
	Iteration 0F: 2 clusters Score -7822600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 78138 members 
Entering Unmasked Estep 
Score: -7716822.500000 Penalty: 1088.309937
	Iteration 0F: 3 clusters Score -7716822 nChanged 76922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -7764562.000000 Penalty: 1088.309937
	Iteration 1F: 3 clusters Score -7764562 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -7766022.000000 Penalty: 1088.309937
	Iteration 2Q: 3 clusters Score -7766022 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -7768344.500000 Penalty: 1088.309937
	Iteration 3Q: 3 clusters Score -7768344 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81600 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -7772272.500000 Penalty: 1088.309937
	Iteration 4Q: 3 clusters Score -7772272 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 73653 members 
Entering Unmasked Estep 
Score: -7778720.000000 Penalty: 1088.309937
	Iteration 5F: 3 clusters Score -7778720 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -7786678.500000 Penalty: 1088.309937
	Iteration 6F: 3 clusters Score -7786678 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -7791840.000000 Penalty: 1088.309937
	Iteration 7F: 3 clusters Score -7791840 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -7793320.000000 Penalty: 1088.309937
	Iteration 8Q: 3 clusters Score -7793320 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85142 members 
Mstep: Class 2 contains 71145 members 
Entering Unmasked Estep 
Score: -7793641.000000 Penalty: 1088.309937
	Iteration 9Q: 3 clusters Score -7793641 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -7793734.500000 Penalty: 1088.309937
	Iteration 10Q: 3 clusters Score -7793734 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -7793825.500000 Penalty: 1088.309937
	Iteration 11Q: 3 clusters Score -7793826 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86809 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -7793915.500000 Penalty: 1088.309937
	Iteration 12Q: 3 clusters Score -7793916 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -7793981.000000 Penalty: 1088.309937
	Iteration 13Q: 3 clusters Score -7793981 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88109 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -7794074.500000 Penalty: 1088.309937
	Iteration 14Q: 3 clusters Score -7794074 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -7794198.500000 Penalty: 1088.309937
	Iteration 15Q: 3 clusters Score -7794198 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -7794284.000000 Penalty: 1088.309937
	Iteration 16Q: 3 clusters Score -7794284 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -7794354.000000 Penalty: 1088.309937
	Iteration 17Q: 3 clusters Score -7794354 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91403 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -7794479.500000 Penalty: 1088.309937
	Iteration 18Q: 3 clusters Score -7794480 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -7794627.500000 Penalty: 1088.309937
	Iteration 19Q: 3 clusters Score -7794628 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -7794843.500000 Penalty: 1088.309937
	Iteration 20F: 3 clusters Score -7794844 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -7795029.000000 Penalty: 1088.309937
	Iteration 21Q: 3 clusters Score -7795029 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -7795226.500000 Penalty: 1088.309937
	Iteration 22Q: 3 clusters Score -7795226 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96890 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -7795504.500000 Penalty: 1088.309937
	Iteration 23Q: 3 clusters Score -7795504 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98204 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -7795722.500000 Penalty: 1088.309937
	Iteration 24Q: 3 clusters Score -7795722 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99631 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -7796093.500000 Penalty: 1088.309937
	Iteration 25Q: 3 clusters Score -7796094 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -7796439.000000 Penalty: 1088.309937
	Iteration 26Q: 3 clusters Score -7796439 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102606 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -7796846.000000 Penalty: 1088.309937
	Iteration 27Q: 3 clusters Score -7796846 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7797338 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7797980 nChanged 1866
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107587 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7798678 nChanged 1975
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109360 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7799540 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111150 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7800444 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112932 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7801640 nChanged 2394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114536 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7803006 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115919 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7804524 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117011 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7806145 nChanged 2819
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Mstep: Class 1 contains 117732 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7807895 nChanged 3007
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7809750 nChanged 3027
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117906 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7811470 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117292 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7813296 nChanged 3214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7815406 nChanged 3291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114963 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7817462 nChanged 2995
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113748 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7819155 nChanged 2532
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Mstep: Class 1 contains 112758 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7820298 nChanged 1854
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Mstep: Class 1 contains 111980 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7820886 nChanged 1350
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Mstep: Class 1 contains 111410 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7821182 nChanged 999
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Mstep: Class 1 contains 110847 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7821308 nChanged 793
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Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7821400 nChanged 645
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7821426 nChanged 555
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Mstep: Class 1 contains 109156 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7821440 nChanged 454
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Mstep: Class 1 contains 108706 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7821440 nChanged 464
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Mstep: Class 1 contains 108242 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7821448 nChanged 399
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Mstep: Class 1 contains 107843 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7821421 nChanged 394
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Mstep: Class 1 contains 107449 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7821413 nChanged 507
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Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7821380 nChanged 482
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Mstep: Class 1 contains 106460 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7821399 nChanged 413
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Mstep: Class 1 contains 106047 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7821364 nChanged 666
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Mstep: Class 1 contains 105381 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7821348 nChanged 628
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Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7821392 nChanged 684
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Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7821524 nChanged 853
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103216 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7821597 nChanged 862
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Mstep: Class 1 contains 102354 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7821566 nChanged 817
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Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7821583 nChanged 758
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Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 55508 members 
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	Iteration 64Q: 3 clusters Score -7821606 nChanged 697
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100082 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7821642 nChanged 614
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7821650 nChanged 556
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Mstep: Class 1 contains 98912 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7821657 nChanged 539
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Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7821690 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97807 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7821654 nChanged 528
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Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7821666 nChanged 519
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Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7821632 nChanged 576
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Mstep: Class 1 contains 96184 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7821628 nChanged 480
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Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 60583 members 
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	Iteration 73Q: 3 clusters Score -7821628 nChanged 437
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Mstep: Class 1 contains 95267 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7821604 nChanged 407
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Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 61427 members 
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	Iteration 75Q: 3 clusters Score -7821648 nChanged 486
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Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7821656 nChanged 458
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Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7821652 nChanged 493
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Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7821658 nChanged 484
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92939 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7821650 nChanged 502
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7821654 nChanged 391
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Mstep: Class 1 contains 92046 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7821624 nChanged 365
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Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7821640 nChanged 469
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Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7821624 nChanged 407
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Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7821654 nChanged 380
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Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7821644 nChanged 381
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Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7821618 nChanged 441
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Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7821616 nChanged 439
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Mstep: Class 1 contains 89164 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7821636 nChanged 365
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Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7821620 nChanged 440
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Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7821605 nChanged 461
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Mstep: Class 1 contains 87898 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7821591 nChanged 400
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Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7821561 nChanged 323
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Mstep: Class 1 contains 87175 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7821562 nChanged 360
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Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7821558 nChanged 357
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Mstep: Class 1 contains 86458 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7821568 nChanged 389
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Mstep: Class 1 contains 86069 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7821578 nChanged 330
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Mstep: Class 1 contains 85739 members 
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	Iteration 97Q: 3 clusters Score -7821589 nChanged 367
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Mstep: Class 1 contains 85372 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7821617 nChanged 286
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Mstep: Class 1 contains 85086 members 
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	Iteration 99Q: 3 clusters Score -7821612 nChanged 284
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Mstep: Class 1 contains 84802 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7821602 nChanged 302
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Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7821614 nChanged 347
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Mstep: Class 1 contains 84153 members 
Mstep: Class 2 contains 72134 members 
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	Iteration 102Q: 3 clusters Score -7821585 nChanged 315
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Mstep: Class 1 contains 83838 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7821606 nChanged 303
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Mstep: Class 1 contains 83535 members 
Mstep: Class 2 contains 72752 members 
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	Iteration 104Q: 3 clusters Score -7821596 nChanged 251
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	Iteration 105Q: 3 clusters Score -7821594 nChanged 238
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	Iteration 106Q: 3 clusters Score -7821604 nChanged 320
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	Iteration 107Q: 3 clusters Score -7821574 nChanged 242
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	Iteration 108Q: 3 clusters Score -7821560 nChanged 253
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Mstep: Class 1 contains 82231 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7821539 nChanged 226
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	Iteration 110Q: 3 clusters Score -7821551 nChanged 290
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Mstep: Class 1 contains 81715 members 
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	Iteration 111Q: 3 clusters Score -7821569 nChanged 225
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Mstep: Class 1 contains 81490 members 
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	Iteration 112Q: 3 clusters Score -7821550 nChanged 266
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Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 75063 members 
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	Iteration 113Q: 3 clusters Score -7821564 nChanged 304
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Mstep: Class 1 contains 80920 members 
Mstep: Class 2 contains 75367 members 
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	Iteration 114Q: 3 clusters Score -7821551 nChanged 237
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Mstep: Class 1 contains 80683 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7821538 nChanged 216
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7821562 nChanged 305
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Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 76125 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7821551 nChanged 395
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Mstep: Class 1 contains 79767 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7821572 nChanged 323
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Mstep: Class 1 contains 79444 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7821570 nChanged 261
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Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -7821575.500000 Penalty: 1088.309937
	Iteration 120F: 3 clusters Score -7821576 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7821596 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 77683 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7821592 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 78029 members 
Entering Unmasked Estep 
Score: -7821555.500000 Penalty: 1088.309937
	Iteration 123Q: 3 clusters Score -7821556 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7821551 nChanged 347
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7821568 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -7821573.500000 Penalty: 1088.309937
	Iteration 126Q: 3 clusters Score -7821574 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7821578 nChanged 350
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7821632 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -7821645.500000 Penalty: 1088.309937
	Iteration 129Q: 3 clusters Score -7821646 nChanged 364
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7821652 nChanged 377
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -7821649.500000 Penalty: 1088.309937
	Iteration 131Q: 3 clusters Score -7821650 nChanged 361
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 81180 members 
Entering Unmasked Estep 
Score: -7821602.500000 Penalty: 1088.309937
	Iteration 132Q: 3 clusters Score -7821602 nChanged 364
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74743 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7821594 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7821628 nChanged 399
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7821648 nChanged 422
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 82727 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7821652 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73232 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7821636 nChanged 352
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -7821644.500000 Penalty: 1088.309937
	Iteration 138Q: 3 clusters Score -7821644 nChanged 389
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7821639 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -7821632.000000 Penalty: 1088.309937
	Iteration 140F: 3 clusters Score -7821632 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7821616 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71194 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -7821622.000000 Penalty: 1088.309937
	Iteration 142Q: 3 clusters Score -7821622 nChanged 393
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7821673 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -7821682.500000 Penalty: 1088.309937
	Iteration 144Q: 3 clusters Score -7821682 nChanged 355
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -7821711.000000 Penalty: 1088.309937
	Iteration 145Q: 3 clusters Score -7821711 nChanged 371
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7821736 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7821728 nChanged 362
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 87284 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7821712 nChanged 431
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7821708 nChanged 409
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -7821726.500000 Penalty: 1088.309937
	Iteration 150Q: 3 clusters Score -7821726 nChanged 463
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -7821694.500000 Penalty: 1088.309937
	Iteration 151Q: 3 clusters Score -7821694 nChanged 405
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7821696 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -7821690.500000 Penalty: 1088.309937
	Iteration 153Q: 3 clusters Score -7821690 nChanged 392
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7821662 nChanged 461
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 90307 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7821669 nChanged 495
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7821636 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 91249 members 
Entering Unmasked Estep 
Score: -7821652.000000 Penalty: 1088.309937
	Iteration 157Q: 3 clusters Score -7821652 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 91786 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7821654 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -7821646.500000 Penalty: 1088.309937
	Iteration 159Q: 3 clusters Score -7821646 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7821595 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -7821609.500000 Penalty: 1088.309937
	Iteration 161Q: 3 clusters Score -7821610 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7821574 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 93979 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7821570 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -7821534.500000 Penalty: 1088.309937
	Iteration 164Q: 3 clusters Score -7821534 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -7821522.500000 Penalty: 1088.309937
	Iteration 165Q: 3 clusters Score -7821522 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7821528 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -7821529.500000 Penalty: 1088.309937
	Iteration 167Q: 3 clusters Score -7821530 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -7821505.500000 Penalty: 1088.309937
	Iteration 168Q: 3 clusters Score -7821506 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 96460 members 
Entering Unmasked Estep 
Score: -7821513.000000 Penalty: 1088.309937
	Iteration 169Q: 3 clusters Score -7821513 nChanged 423
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7821510 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -7821519.000000 Penalty: 1088.309937
	Iteration 171Q: 3 clusters Score -7821519 nChanged 612
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Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -7821500.000000 Penalty: 1088.309937
	Iteration 172Q: 3 clusters Score -7821500 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 98601 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7821488 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -7821472 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -7821503.000000 Penalty: 1088.309937
	Iteration 175Q: 3 clusters Score -7821503 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 100466 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -7821488 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -7821507.500000 Penalty: 1088.309937
	Iteration 177Q: 3 clusters Score -7821508 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 101957 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7821460 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 102747 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7821460 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 103579 members 
Entering Unmasked Estep 
Score: -7821470.000000 Penalty: 1088.309937
	Iteration 180F: 3 clusters Score -7821470 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 104385 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7821436 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 105300 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7821488 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7821416 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -7821463.000000 Penalty: 1088.309937
	Iteration 184Q: 3 clusters Score -7821463 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
Score: -7821441.500000 Penalty: 1088.309937
	Iteration 185Q: 3 clusters Score -7821442 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 108389 members 
Entering Unmasked Estep 
Score: -7821430.500000 Penalty: 1088.309937
	Iteration 186Q: 3 clusters Score -7821430 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 109123 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -7821416 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 109854 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -7821384 nChanged 900
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Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 110754 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -7821383 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 111717 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7821366 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -7821406 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 113581 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -7821444 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -7821511.500000 Penalty: 1088.309937
	Iteration 193Q: 3 clusters Score -7821512 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 115496 members 
Entering Unmasked Estep 
Score: -7821542.500000 Penalty: 1088.309937
	Iteration 194Q: 3 clusters Score -7821542 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 116490 members 
Entering Unmasked Estep 
Score: -7821556.000000 Penalty: 1088.309937
	Iteration 195Q: 3 clusters Score -7821556 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -7821588 nChanged 1014
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 118416 members 
Entering Unmasked Estep 
Score: -7821681.000000 Penalty: 1088.309937
	Iteration 197Q: 3 clusters Score -7821681 nChanged 991
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 119407 members 
Entering Unmasked Estep 
Score: -7821650.500000 Penalty: 1088.309937
	Iteration 198Q: 3 clusters Score -7821650 nChanged 942
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 120349 members 
Entering Unmasked Estep 
Score: -7821649.500000 Penalty: 1088.309937
	Iteration 199Q: 3 clusters Score -7821650 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 121158 members 
Entering Unmasked Estep 
Score: -7821696.000000 Penalty: 1088.309937
	Iteration 200F: 3 clusters Score -7821696 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 122020 members 
Entering Unmasked Estep 
Score: -7821738.500000 Penalty: 1088.309937
	Iteration 201Q: 3 clusters Score -7821738 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 122914 members 
Entering Unmasked Estep 
Score: -7821741.500000 Penalty: 1088.309937
	Iteration 202Q: 3 clusters Score -7821742 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 123786 members 
Entering Unmasked Estep 
Score: -7821725.000000 Penalty: 1088.309937
	Iteration 203Q: 3 clusters Score -7821725 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 124740 members 
Entering Unmasked Estep 
Score: -7821728.500000 Penalty: 1088.309937
	Iteration 204Q: 3 clusters Score -7821728 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 125624 members 
Entering Unmasked Estep 
Score: -7821803.500000 Penalty: 1088.309937
	Iteration 205Q: 3 clusters Score -7821804 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 126549 members 
Entering Unmasked Estep 
Score: -7821807.000000 Penalty: 1088.309937
	Iteration 206Q: 3 clusters Score -7821807 nChanged 856
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 127405 members 
Entering Unmasked Estep 
Score: -7821839.000000 Penalty: 1088.309937
	Iteration 207Q: 3 clusters Score -7821839 nChanged 777
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 128182 members 
Entering Unmasked Estep 
Score: -7821848.500000 Penalty: 1088.309937
	Iteration 208Q: 3 clusters Score -7821848 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 128864 members 
Entering Unmasked Estep 
Score: -7821793.500000 Penalty: 1088.309937
	Iteration 209Q: 3 clusters Score -7821794 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 129475 members 
Entering Unmasked Estep 
Score: -7821824.500000 Penalty: 1088.309937
	Iteration 210Q: 3 clusters Score -7821824 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 130116 members 
Entering Unmasked Estep 
Score: -7821806.500000 Penalty: 1088.309937
	Iteration 211Q: 3 clusters Score -7821806 nChanged 642
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 130758 members 
Entering Unmasked Estep 
Score: -7821792.500000 Penalty: 1088.309937
	Iteration 212Q: 3 clusters Score -7821792 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 131363 members 
Entering Unmasked Estep 
Score: -7821796.500000 Penalty: 1088.309937
	Iteration 213Q: 3 clusters Score -7821796 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 132062 members 
Entering Unmasked Estep 
Score: -7821804.500000 Penalty: 1088.309937
	Iteration 214Q: 3 clusters Score -7821804 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 132604 members 
Entering Unmasked Estep 
Score: -7821813.500000 Penalty: 1088.309937
	Iteration 215Q: 3 clusters Score -7821814 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 133142 members 
Entering Unmasked Estep 
Score: -7821833.000000 Penalty: 1088.309937
	Iteration 216Q: 3 clusters Score -7821833 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 133770 members 
Entering Unmasked Estep 
Score: -7821847.500000 Penalty: 1088.309937
	Iteration 217Q: 3 clusters Score -7821848 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 134429 members 
Entering Unmasked Estep 
Score: -7821878.000000 Penalty: 1088.309937
	Iteration 218Q: 3 clusters Score -7821878 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 135051 members 
Entering Unmasked Estep 
Score: -7821887.500000 Penalty: 1088.309937
	Iteration 219Q: 3 clusters Score -7821888 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 135578 members 
Entering Unmasked Estep 
Score: -7821915.500000 Penalty: 1088.309937
	Iteration 220F: 3 clusters Score -7821916 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 136100 members 
Entering Unmasked Estep 
Score: -7821885.000000 Penalty: 1088.309937
	Iteration 221Q: 3 clusters Score -7821885 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 136572 members 
Entering Unmasked Estep 
Score: -7821865.000000 Penalty: 1088.309937
	Iteration 222Q: 3 clusters Score -7821865 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 136974 members 
Entering Unmasked Estep 
Score: -7821874.500000 Penalty: 1088.309937
	Iteration 223Q: 3 clusters Score -7821874 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 137360 members 
Entering Unmasked Estep 
Score: -7821866.000000 Penalty: 1088.309937
	Iteration 224Q: 3 clusters Score -7821866 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 137740 members 
Entering Unmasked Estep 
Score: -7821862.500000 Penalty: 1088.309937
	Iteration 225Q: 3 clusters Score -7821862 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 138023 members 
Entering Unmasked Estep 
Score: -7821883.500000 Penalty: 1088.309937
	Iteration 226Q: 3 clusters Score -7821884 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 138363 members 
Entering Unmasked Estep 
Score: -7821885.000000 Penalty: 1088.309937
	Iteration 227Q: 3 clusters Score -7821885 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 138673 members 
Entering Unmasked Estep 
Score: -7821896.500000 Penalty: 1088.309937
	Iteration 228Q: 3 clusters Score -7821896 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 138954 members 
Entering Unmasked Estep 
Score: -7821901.500000 Penalty: 1088.309937
	Iteration 229Q: 3 clusters Score -7821902 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 139270 members 
Entering Unmasked Estep 
Score: -7821888.000000 Penalty: 1088.309937
	Iteration 230Q: 3 clusters Score -7821888 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 139536 members 
Entering Unmasked Estep 
Score: -7821886.500000 Penalty: 1088.309937
	Iteration 231Q: 3 clusters Score -7821886 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 139680 members 
Entering Unmasked Estep 
Score: -7821888.500000 Penalty: 1088.309937
	Iteration 232Q: 3 clusters Score -7821888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 139875 members 
Entering Unmasked Estep 
Score: -7821881.000000 Penalty: 1088.309937
	Iteration 233Q: 3 clusters Score -7821881 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 140015 members 
Entering Unmasked Estep 
Score: -7821902.500000 Penalty: 1088.309937
	Iteration 234Q: 3 clusters Score -7821902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 140092 members 
Entering Unmasked Estep 
Score: -7821889.500000 Penalty: 1088.309937
	Iteration 235Q: 3 clusters Score -7821890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -7821884.500000 Penalty: 1088.309937
	Iteration 236Q: 3 clusters Score -7821884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 140201 members 
Entering Unmasked Estep 
Score: -7821887.000000 Penalty: 1088.309937
	Iteration 237Q: 3 clusters Score -7821887 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 140349 members 
Entering Unmasked Estep 
Score: -7821892.000000 Penalty: 1088.309937
	Iteration 238Q: 3 clusters Score -7821892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 140383 members 
Entering Unmasked Estep 
Score: -7821893.000000 Penalty: 1088.309937
	Iteration 239Q: 3 clusters Score -7821893 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 140515 members 
Entering Unmasked Estep 
Score: -7821884.500000 Penalty: 1088.309937
	Iteration 240F: 3 clusters Score -7821884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 140599 members 
Entering Unmasked Estep 
Score: -7821875.000000 Penalty: 1088.309937
	Iteration 241Q: 3 clusters Score -7821875 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 140707 members 
Entering Unmasked Estep 
Score: -7821864.000000 Penalty: 1088.309937
	Iteration 242Q: 3 clusters Score -7821864 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 140895 members 
Entering Unmasked Estep 
Score: -7821859.500000 Penalty: 1088.309937
	Iteration 243Q: 3 clusters Score -7821860 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 141090 members 
Entering Unmasked Estep 
Score: -7821820.500000 Penalty: 1088.309937
	Iteration 244Q: 3 clusters Score -7821820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 141135 members 
Entering Unmasked Estep 
Score: -7821814.000000 Penalty: 1088.309937
	Iteration 245Q: 3 clusters Score -7821814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 141163 members 
Entering Unmasked Estep 
Score: -7821825.000000 Penalty: 1088.309937
	Iteration 246Q: 3 clusters Score -7821825 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 141239 members 
Entering Unmasked Estep 
Score: -7821833.500000 Penalty: 1088.309937
	Iteration 247Q: 3 clusters Score -7821834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 141317 members 
Entering Unmasked Estep 
Score: -7821823.000000 Penalty: 1088.309937
	Iteration 248Q: 3 clusters Score -7821823 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 141374 members 
Entering Unmasked Estep 
Score: -7821821.500000 Penalty: 1088.309937
	Iteration 249Q: 3 clusters Score -7821822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 141396 members 
Entering Unmasked Estep 
Score: -7821809.500000 Penalty: 1088.309937
	Iteration 250Q: 3 clusters Score -7821810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 141418 members 
Entering Unmasked Estep 
Score: -7821812.000000 Penalty: 1088.309937
	Iteration 251Q: 3 clusters Score -7821812 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 141584 members 
Entering Unmasked Estep 
Score: -7821797.500000 Penalty: 1088.309937
	Iteration 252Q: 3 clusters Score -7821798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 141673 members 
Entering Unmasked Estep 
Score: -7821806.500000 Penalty: 1088.309937
	Iteration 253Q: 3 clusters Score -7821806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 141781 members 
Entering Unmasked Estep 
Score: -7821796.500000 Penalty: 1088.309937
	Iteration 254Q: 3 clusters Score -7821796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -7821800.500000 Penalty: 1088.309937
	Iteration 255Q: 3 clusters Score -7821800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 141830 members 
Entering Unmasked Estep 
Score: -7821805.000000 Penalty: 1088.309937
	Iteration 256Q: 3 clusters Score -7821805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 141868 members 
Entering Unmasked Estep 
Score: -7821808.500000 Penalty: 1088.309937
	Iteration 257Q: 3 clusters Score -7821808 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 141976 members 
Entering Unmasked Estep 
Score: -7821823.500000 Penalty: 1088.309937
	Iteration 258Q: 3 clusters Score -7821824 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 142117 members 
Entering Unmasked Estep 
Score: -7821828.500000 Penalty: 1088.309937
	Iteration 259Q: 3 clusters Score -7821828 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 142261 members 
Entering Unmasked Estep 
Score: -7821824.500000 Penalty: 1088.309937
	Iteration 260F: 3 clusters Score -7821824 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 142389 members 
Entering Unmasked Estep 
Score: -7821823.000000 Penalty: 1088.309937
	Iteration 261Q: 3 clusters Score -7821823 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 142493 members 
Entering Unmasked Estep 
Score: -7821822.500000 Penalty: 1088.309937
	Iteration 262Q: 3 clusters Score -7821822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 142578 members 
Entering Unmasked Estep 
Score: -7821824.500000 Penalty: 1088.309937
	Iteration 263Q: 3 clusters Score -7821824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 142696 members 
Entering Unmasked Estep 
Score: -7821809.000000 Penalty: 1088.309937
	Iteration 264Q: 3 clusters Score -7821809 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 142796 members 
Entering Unmasked Estep 
Score: -7821829.000000 Penalty: 1088.309937
	Iteration 265Q: 3 clusters Score -7821829 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 142943 members 
Entering Unmasked Estep 
Score: -7821827.000000 Penalty: 1088.309937
	Iteration 266Q: 3 clusters Score -7821827 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 143048 members 
Entering Unmasked Estep 
Score: -7821838.500000 Penalty: 1088.309937
	Iteration 267Q: 3 clusters Score -7821838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 143102 members 
Entering Unmasked Estep 
Score: -7821824.000000 Penalty: 1088.309937
	Iteration 268Q: 3 clusters Score -7821824 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 143235 members 
Entering Unmasked Estep 
Score: -7821844.500000 Penalty: 1088.309937
	Iteration 269Q: 3 clusters Score -7821844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 143304 members 
Entering Unmasked Estep 
Score: -7821846.000000 Penalty: 1088.309937
	Iteration 270Q: 3 clusters Score -7821846 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 143427 members 
Entering Unmasked Estep 
Score: -7821857.000000 Penalty: 1088.309937
	Iteration 271Q: 3 clusters Score -7821857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 143476 members 
Entering Unmasked Estep 
Score: -7821866.500000 Penalty: 1088.309937
	Iteration 272Q: 3 clusters Score -7821866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 143544 members 
Entering Unmasked Estep 
Score: -7821861.500000 Penalty: 1088.309937
	Iteration 273Q: 3 clusters Score -7821862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 143580 members 
Entering Unmasked Estep 
Score: -7821864.500000 Penalty: 1088.309937
	Iteration 274Q: 3 clusters Score -7821864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 143685 members 
Entering Unmasked Estep 
Score: -7821870.000000 Penalty: 1088.309937
	Iteration 275Q: 3 clusters Score -7821870 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 143767 members 
Entering Unmasked Estep 
Score: -7821858.000000 Penalty: 1088.309937
	Iteration 276Q: 3 clusters Score -7821858 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 143890 members 
Entering Unmasked Estep 
Score: -7821854.500000 Penalty: 1088.309937
	Iteration 277Q: 3 clusters Score -7821854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 143940 members 
Entering Unmasked Estep 
Score: -7821848.500000 Penalty: 1088.309937
	Iteration 278Q: 3 clusters Score -7821848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 143975 members 
Entering Unmasked Estep 
Score: -7821863.000000 Penalty: 1088.309937
	Iteration 279Q: 3 clusters Score -7821863 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 144122 members 
Entering Unmasked Estep 
Score: -7821866.500000 Penalty: 1088.309937
	Iteration 280F: 3 clusters Score -7821866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 144202 members 
Entering Unmasked Estep 
Score: -7821850.000000 Penalty: 1088.309937
	Iteration 281Q: 3 clusters Score -7821850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 144283 members 
Entering Unmasked Estep 
Score: -7821817.000000 Penalty: 1088.309937
	Iteration 282Q: 3 clusters Score -7821817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 144278 members 
Entering Unmasked Estep 
Score: -7821824.500000 Penalty: 1088.309937
	Iteration 283Q: 3 clusters Score -7821824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 144315 members 
Entering Unmasked Estep 
Score: -7821834.000000 Penalty: 1088.309937
	Iteration 284Q: 3 clusters Score -7821834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 144352 members 
Entering Unmasked Estep 
Score: -7821841.500000 Penalty: 1088.309937
	Iteration 285Q: 3 clusters Score -7821842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 144414 members 
Entering Unmasked Estep 
Score: -7821845.500000 Penalty: 1088.309937
	Iteration 286Q: 3 clusters Score -7821846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 144469 members 
Entering Unmasked Estep 
Score: -7821849.000000 Penalty: 1088.309937
	Iteration 287Q: 3 clusters Score -7821849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 144468 members 
Entering Unmasked Estep 
Score: -7821844.000000 Penalty: 1088.309937
	Iteration 288Q: 3 clusters Score -7821844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 144484 members 
Entering Unmasked Estep 
Score: -7821849.500000 Penalty: 1088.309937
	Iteration 289Q: 3 clusters Score -7821850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 144463 members 
Entering Unmasked Estep 
Score: -7821848.000000 Penalty: 1088.309937
	Iteration 290Q: 3 clusters Score -7821848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 144451 members 
Entering Unmasked Estep 
Score: -7821845.000000 Penalty: 1088.309937
	Iteration 291Q: 3 clusters Score -7821845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 144508 members 
Entering Unmasked Estep 
Score: -7821846.500000 Penalty: 1088.309937
	Iteration 292Q: 3 clusters Score -7821846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -7821845.000000 Penalty: 1088.309937
	Iteration 293Q: 3 clusters Score -7821845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 144536 members 
Entering Unmasked Estep 
Score: -7821856.000000 Penalty: 1088.309937
	Iteration 294Q: 3 clusters Score -7821856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 144569 members 
Entering Unmasked Estep 
Score: -7821854.500000 Penalty: 1088.309937
	Iteration 295Q: 3 clusters Score -7821854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 144575 members 
Entering Unmasked Estep 
Score: -7821854.500000 Penalty: 1088.309937
	Iteration 296Q: 3 clusters Score -7821854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 144582 members 
Entering Unmasked Estep 
Score: -7821862.000000 Penalty: 1088.309937
	Iteration 297Q: 3 clusters Score -7821862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 144638 members 
Entering Unmasked Estep 
Score: -7821860.000000 Penalty: 1088.309937
	Iteration 298Q: 3 clusters Score -7821860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 144721 members 
Entering Unmasked Estep 
Score: -7821862.000000 Penalty: 1088.309937
	Iteration 299Q: 3 clusters Score -7821862 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 144821 members 
Entering Unmasked Estep 
Score: -7821874.500000 Penalty: 1088.309937
	Iteration 300F: 3 clusters Score -7821874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 144909 members 
Entering Unmasked Estep 
Score: -7821870.500000 Penalty: 1088.309937
	Iteration 301Q: 3 clusters Score -7821870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 144929 members 
Entering Unmasked Estep 
Score: -7821873.000000 Penalty: 1088.309937
	Iteration 302Q: 3 clusters Score -7821873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 144935 members 
Entering Unmasked Estep 
Score: -7821872.000000 Penalty: 1088.309937
	Iteration 303Q: 3 clusters Score -7821872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 144938 members 
Entering Unmasked Estep 
Score: -7821863.500000 Penalty: 1088.309937
	Iteration 304Q: 3 clusters Score -7821864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 144926 members 
Entering Unmasked Estep 
Score: -7821878.500000 Penalty: 1088.309937
	Iteration 305Q: 3 clusters Score -7821878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 144977 members 
Entering Unmasked Estep 
Score: -7821875.500000 Penalty: 1088.309937
	Iteration 306Q: 3 clusters Score -7821876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 145018 members 
Entering Unmasked Estep 
Score: -7821871.500000 Penalty: 1088.309937
	Iteration 307Q: 3 clusters Score -7821872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 145016 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -7821873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 145026 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -7821871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 145076 members 
Entering Unmasked Estep 
Score: -7821879.500000 Penalty: 1088.309937
	Iteration 310Q: 3 clusters Score -7821880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 145075 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -7821877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -7821881.500000 Penalty: 1088.309937
	Iteration 312Q: 3 clusters Score -7821882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 145156 members 
Entering Unmasked Estep 
Score: -7821870.500000 Penalty: 1088.309937
	Iteration 313Q: 3 clusters Score -7821870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 145192 members 
Entering Unmasked Estep 
Score: -7821888.000000 Penalty: 1088.309937
	Iteration 314Q: 3 clusters Score -7821888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -7821900.000000 Penalty: 1088.309937
	Iteration 315Q: 3 clusters Score -7821900 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 145405 members 
Entering Unmasked Estep 
Score: -7821889.500000 Penalty: 1088.309937
	Iteration 316Q: 3 clusters Score -7821890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -7821894.000000 Penalty: 1088.309937
	Iteration 317Q: 3 clusters Score -7821894 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 145590 members 
Entering Unmasked Estep 
Score: -7821901.000000 Penalty: 1088.309937
	Iteration 318Q: 3 clusters Score -7821901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 145613 members 
Entering Unmasked Estep 
Score: -7821900.500000 Penalty: 1088.309937
	Iteration 319Q: 3 clusters Score -7821900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 145650 members 
Entering Unmasked Estep 
Score: -7821913.500000 Penalty: 1088.309937
	Iteration 320F: 3 clusters Score -7821914 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -7821914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 145773 members 
Entering Unmasked Estep 
Score: -7821915.000000 Penalty: 1088.309937
	Iteration 322Q: 3 clusters Score -7821915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 145798 members 
Entering Unmasked Estep 
Score: -7821914.000000 Penalty: 1088.309937
	Iteration 323Q: 3 clusters Score -7821914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 145843 members 
Entering Unmasked Estep 
Score: -7821924.500000 Penalty: 1088.309937
	Iteration 324Q: 3 clusters Score -7821924 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 145953 members 
Entering Unmasked Estep 
Score: -7821923.500000 Penalty: 1088.309937
	Iteration 325Q: 3 clusters Score -7821924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 145978 members 
Entering Unmasked Estep 
Score: -7821917.500000 Penalty: 1088.309937
	Iteration 326Q: 3 clusters Score -7821918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 146013 members 
Entering Unmasked Estep 
Score: -7821915.500000 Penalty: 1088.309937
	Iteration 327Q: 3 clusters Score -7821916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -7821913.500000 Penalty: 1088.309937
	Iteration 328Q: 3 clusters Score -7821914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 146097 members 
Entering Unmasked Estep 
Score: -7821922.000000 Penalty: 1088.309937
	Iteration 329Q: 3 clusters Score -7821922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 146141 members 
Entering Unmasked Estep 
Score: -7821919.500000 Penalty: 1088.309937
	Iteration 330Q: 3 clusters Score -7821920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 146174 members 
Entering Unmasked Estep 
Score: -7821905.000000 Penalty: 1088.309937
	Iteration 331Q: 3 clusters Score -7821905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 146205 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -7821906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 146206 members 
Entering Unmasked Estep 
Score: -7821912.000000 Penalty: 1088.309937
	Iteration 333Q: 3 clusters Score -7821912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 146259 members 
Entering Unmasked Estep 
Score: -7821915.000000 Penalty: 1088.309937
	Iteration 334Q: 3 clusters Score -7821915 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 146329 members 
Entering Unmasked Estep 
Score: -7821913.000000 Penalty: 1088.309937
	Iteration 335Q: 3 clusters Score -7821913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 146336 members 
Entering Unmasked Estep 
Score: -7821910.500000 Penalty: 1088.309937
	Iteration 336Q: 3 clusters Score -7821910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 146353 members 
Entering Unmasked Estep 
Score: -7821903.000000 Penalty: 1088.309937
	Iteration 337Q: 3 clusters Score -7821903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 146359 members 
Entering Unmasked Estep 
Score: -7821911.000000 Penalty: 1088.309937
	Iteration 338Q: 3 clusters Score -7821911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 146368 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -7821912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 146388 members 
Entering Unmasked Estep 
Score: -7821919.000000 Penalty: 1088.309937
	Iteration 340F: 3 clusters Score -7821919 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 146464 members 
Entering Unmasked Estep 
Score: -7821892.000000 Penalty: 1088.309937
	Iteration 341Q: 3 clusters Score -7821892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 146462 members 
Entering Unmasked Estep 
Score: -7821900.500000 Penalty: 1088.309937
	Iteration 342Q: 3 clusters Score -7821900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 146489 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -7821900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 146517 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -7821900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 146530 members 
Entering Unmasked Estep 
Score: -7821898.000000 Penalty: 1088.309937
	Iteration 345Q: 3 clusters Score -7821898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 146553 members 
Entering Unmasked Estep 
Score: -7821890.500000 Penalty: 1088.309937
	Iteration 346Q: 3 clusters Score -7821890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 146524 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -7821890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 146543 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -7821900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 146588 members 
Entering Unmasked Estep 
Score: -7821904.000000 Penalty: 1088.309937
	Iteration 349Q: 3 clusters Score -7821904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 146597 members 
Entering Unmasked Estep 
Score: -7821906.000000 Penalty: 1088.309937
	Iteration 350Q: 3 clusters Score -7821906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 146600 members 
Entering Unmasked Estep 
Score: -7821903.500000 Penalty: 1088.309937
	Iteration 351Q: 3 clusters Score -7821904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -7821908.000000 Penalty: 1088.309937
	Iteration 352Q: 3 clusters Score -7821908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 146634 members 
Entering Unmasked Estep 
Score: -7821905.000000 Penalty: 1088.309937
	Iteration 353Q: 3 clusters Score -7821905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 146635 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -7821908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 146633 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -7821910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 146719 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -7821900 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 146831 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -7821902 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 146970 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -7821910 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -7821923.500000 Penalty: 1088.309937
	Iteration 359Q: 3 clusters Score -7821924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 147110 members 
Entering Unmasked Estep 
Score: -7821931.500000 Penalty: 1088.309937
	Iteration 360F: 3 clusters Score -7821932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
Score: -7821945.000000 Penalty: 1088.309937
	Iteration 361Q: 3 clusters Score -7821945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 147222 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -7821945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 147266 members 
Entering Unmasked Estep 
Score: -7821946.000000 Penalty: 1088.309937
	Iteration 363Q: 3 clusters Score -7821946 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 147386 members 
Entering Unmasked Estep 
Score: -7821935.500000 Penalty: 1088.309937
	Iteration 364Q: 3 clusters Score -7821936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 147446 members 
Entering Unmasked Estep 
Score: -7821966.500000 Penalty: 1088.309937
	Iteration 365Q: 3 clusters Score -7821966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 147563 members 
Entering Unmasked Estep 
Score: -7821974.500000 Penalty: 1088.309937
	Iteration 366Q: 3 clusters Score -7821974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 147627 members 
Entering Unmasked Estep 
Score: -7821963.000000 Penalty: 1088.309937
	Iteration 367Q: 3 clusters Score -7821963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 147608 members 
Entering Unmasked Estep 
Score: -7821979.500000 Penalty: 1088.309937
	Iteration 368Q: 3 clusters Score -7821980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -7821962.500000 Penalty: 1088.309937
	Iteration 369Q: 3 clusters Score -7821962 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 147753 members 
Entering Unmasked Estep 
Score: -7821954.500000 Penalty: 1088.309937
	Iteration 370Q: 3 clusters Score -7821954 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 147767 members 
Entering Unmasked Estep 
Score: -7821969.500000 Penalty: 1088.309937
	Iteration 371Q: 3 clusters Score -7821970 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -7821962 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 147842 members 
Entering Unmasked Estep 
Score: -7821968.000000 Penalty: 1088.309937
	Iteration 373Q: 3 clusters Score -7821968 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 147941 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -7821968 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 148033 members 
Entering Unmasked Estep 
Score: -7821973.000000 Penalty: 1088.309937
	Iteration 375Q: 3 clusters Score -7821973 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 148049 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -7821978 nChanged 76
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Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 148125 members 
Entering Unmasked Estep 
Score: -7821957.500000 Penalty: 1088.309937
	Iteration 377Q: 3 clusters Score -7821958 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 148089 members 
Entering Unmasked Estep 
Score: -7821961.500000 Penalty: 1088.309937
	Iteration 378Q: 3 clusters Score -7821962 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 148231 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -7821958 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 148233 members 
Entering Unmasked Estep 
Score: -7821969.000000 Penalty: 1088.309937
	Iteration 380F: 3 clusters Score -7821969 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 148296 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -7821957 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 148379 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -7821973 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 148510 members 
Entering Unmasked Estep 
Score: -7821948.000000 Penalty: 1088.309937
	Iteration 383Q: 3 clusters Score -7821948 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 148636 members 
Entering Unmasked Estep 
Score: -7821961.500000 Penalty: 1088.309937
	Iteration 384Q: 3 clusters Score -7821962 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 148754 members 
Entering Unmasked Estep 
Score: -7821940.000000 Penalty: 1088.309937
	Iteration 385Q: 3 clusters Score -7821940 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 148834 members 
Entering Unmasked Estep 
Score: -7821967.000000 Penalty: 1088.309937
	Iteration 386Q: 3 clusters Score -7821967 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 148969 members 
Entering Unmasked Estep 
Score: -7821952.000000 Penalty: 1088.309937
	Iteration 387Q: 3 clusters Score -7821952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 149062 members 
Entering Unmasked Estep 
Score: -7821938.500000 Penalty: 1088.309937
	Iteration 388Q: 3 clusters Score -7821938 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 149184 members 
Entering Unmasked Estep 
Score: -7821956.500000 Penalty: 1088.309937
	Iteration 389Q: 3 clusters Score -7821956 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 149224 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -7821956 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 149243 members 
Entering Unmasked Estep 
Score: -7821960.000000 Penalty: 1088.309937
	Iteration 391Q: 3 clusters Score -7821960 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 149335 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -7821972 nChanged 151
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Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 149486 members 
Entering Unmasked Estep 
Score: -7821986.000000 Penalty: 1088.309937
	Iteration 393Q: 3 clusters Score -7821986 nChanged 75
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Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 149555 members 
Entering Unmasked Estep 
Score: -7821992.500000 Penalty: 1088.309937
	Iteration 394Q: 3 clusters Score -7821992 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 149699 members 
Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -7821967 nChanged 135
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Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 149834 members 
Entering Unmasked Estep 
Score: -7821954.500000 Penalty: 1088.309937
	Iteration 396Q: 3 clusters Score -7821954 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 149805 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -7821967 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 149932 members 
Entering Unmasked Estep 
Score: -7821966.500000 Penalty: 1088.309937
	Iteration 398Q: 3 clusters Score -7821966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 150085 members 
Entering Unmasked Estep 
Score: -7821967.000000 Penalty: 1088.309937
	Iteration 399Q: 3 clusters Score -7821967 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -7821976.000000 Penalty: 1088.309937
	Iteration 400F: 3 clusters Score -7821976 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 150287 members 
Entering Unmasked Estep 
Score: -7821971.000000 Penalty: 1088.309937
	Iteration 401Q: 3 clusters Score -7821971 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 150346 members 
Entering Unmasked Estep 
Score: -7821968.000000 Penalty: 1088.309937
	Iteration 402Q: 3 clusters Score -7821968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 150377 members 
Entering Unmasked Estep 
Score: -7821971.000000 Penalty: 1088.309937
	Iteration 403Q: 3 clusters Score -7821971 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -7821980.000000 Penalty: 1088.309937
	Iteration 404Q: 3 clusters Score -7821980 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 150668 members 
Entering Unmasked Estep 
Score: -7821965.500000 Penalty: 1088.309937
	Iteration 405Q: 3 clusters Score -7821966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -7821959.500000 Penalty: 1088.309937
	Iteration 406Q: 3 clusters Score -7821960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 150823 members 
Entering Unmasked Estep 
Score: -7821984.500000 Penalty: 1088.309937
	Iteration 407Q: 3 clusters Score -7821984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 150937 members 
Entering Unmasked Estep 
Score: -7821971.500000 Penalty: 1088.309937
	Iteration 408Q: 3 clusters Score -7821972 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 151039 members 
Entering Unmasked Estep 
Score: -7821961.500000 Penalty: 1088.309937
	Iteration 409Q: 3 clusters Score -7821962 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 151172 members 
Entering Unmasked Estep 
Score: -7821946.500000 Penalty: 1088.309937
	Iteration 410Q: 3 clusters Score -7821946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 151300 members 
Entering Unmasked Estep 
Score: -7821950.000000 Penalty: 1088.309937
	Iteration 411Q: 3 clusters Score -7821950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 151309 members 
Entering Unmasked Estep 
Score: -7821942.000000 Penalty: 1088.309937
	Iteration 412Q: 3 clusters Score -7821942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 151341 members 
Entering Unmasked Estep 
Score: -7821943.500000 Penalty: 1088.309937
	Iteration 413Q: 3 clusters Score -7821944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 151390 members 
Entering Unmasked Estep 
Score: -7821947.500000 Penalty: 1088.309937
	Iteration 414Q: 3 clusters Score -7821948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 151381 members 
Entering Unmasked Estep 
Score: -7821957.000000 Penalty: 1088.309937
	Iteration 415Q: 3 clusters Score -7821957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -7821955.500000 Penalty: 1088.309937
	Iteration 416Q: 3 clusters Score -7821956 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -7821933.000000 Penalty: 1088.309937
	Iteration 417Q: 3 clusters Score -7821933 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -7821932.500000 Penalty: 1088.309937
	Iteration 418Q: 3 clusters Score -7821932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 151700 members 
Entering Unmasked Estep 
Score: -7821942.500000 Penalty: 1088.309937
	Iteration 419Q: 3 clusters Score -7821942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -7821941.500000 Penalty: 1088.309937
	Iteration 420F: 3 clusters Score -7821942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 151709 members 
Entering Unmasked Estep 
Score: -7821939.000000 Penalty: 1088.309937
	Iteration 421Q: 3 clusters Score -7821939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 151693 members 
Entering Unmasked Estep 
Score: -7821928.500000 Penalty: 1088.309937
	Iteration 422Q: 3 clusters Score -7821928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 151770 members 
Entering Unmasked Estep 
Score: -7821939.000000 Penalty: 1088.309937
	Iteration 423Q: 3 clusters Score -7821939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 151767 members 
Entering Unmasked Estep 
Score: -7821940.000000 Penalty: 1088.309937
	Iteration 424Q: 3 clusters Score -7821940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 151803 members 
Entering Unmasked Estep 
Score: -7821940.000000 Penalty: 1088.309937
	Iteration 425Q: 3 clusters Score -7821940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 151878 members 
Entering Unmasked Estep 
Score: -7821951.500000 Penalty: 1088.309937
	Iteration 426Q: 3 clusters Score -7821952 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 152029 members 
Entering Unmasked Estep 
Score: -7821937.500000 Penalty: 1088.309937
	Iteration 427Q: 3 clusters Score -7821938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 152022 members 
Entering Unmasked Estep 
Score: -7821942.000000 Penalty: 1088.309937
	Iteration 428Q: 3 clusters Score -7821942 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 152131 members 
Entering Unmasked Estep 
Score: -7821950.000000 Penalty: 1088.309937
	Iteration 429Q: 3 clusters Score -7821950 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 152317 members 
Entering Unmasked Estep 
Score: -7821930.000000 Penalty: 1088.309937
	Iteration 430Q: 3 clusters Score -7821930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 152346 members 
Entering Unmasked Estep 
Score: -7821953.000000 Penalty: 1088.309937
	Iteration 431Q: 3 clusters Score -7821953 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 152501 members 
Entering Unmasked Estep 
Score: -7821921.500000 Penalty: 1088.309937
	Iteration 432Q: 3 clusters Score -7821922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 152546 members 
Entering Unmasked Estep 
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	Iteration 433Q: 3 clusters Score -7821937 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 152633 members 
Entering Unmasked Estep 
Score: -7821920.000000 Penalty: 1088.309937
	Iteration 434Q: 3 clusters Score -7821920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 152619 members 
Entering Unmasked Estep 
Score: -7821931.500000 Penalty: 1088.309937
	Iteration 435Q: 3 clusters Score -7821932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 152672 members 
Entering Unmasked Estep 
Score: -7821893.000000 Penalty: 1088.309937
	Iteration 436Q: 3 clusters Score -7821893 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 152604 members 
Entering Unmasked Estep 
Score: -7821937.500000 Penalty: 1088.309937
	Iteration 437Q: 3 clusters Score -7821938 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 152728 members 
Entering Unmasked Estep 
Score: -7821938.000000 Penalty: 1088.309937
	Iteration 438Q: 3 clusters Score -7821938 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 152898 members 
Entering Unmasked Estep 
Score: -7821911.500000 Penalty: 1088.309937
	Iteration 439Q: 3 clusters Score -7821912 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 152939 members 
Entering Unmasked Estep 
Score: -7821921.000000 Penalty: 1088.309937
	Iteration 440F: 3 clusters Score -7821921 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 152979 members 
Entering Unmasked Estep 
Score: -7821933.500000 Penalty: 1088.309937
	Iteration 441Q: 3 clusters Score -7821934 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 153076 members 
Entering Unmasked Estep 
Score: -7821942.000000 Penalty: 1088.309937
	Iteration 442Q: 3 clusters Score -7821942 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -7821962.000000 Penalty: 1088.309937
	Iteration 443Q: 3 clusters Score -7821962 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 153403 members 
Entering Unmasked Estep 
Score: -7821950.500000 Penalty: 1088.309937
	Iteration 444Q: 3 clusters Score -7821950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 153423 members 
Entering Unmasked Estep 
Score: -7821955.500000 Penalty: 1088.309937
	Iteration 445Q: 3 clusters Score -7821956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 153421 members 
Entering Unmasked Estep 
Score: -7821963.500000 Penalty: 1088.309937
	Iteration 446Q: 3 clusters Score -7821964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 153457 members 
Entering Unmasked Estep 
Score: -7821966.000000 Penalty: 1088.309937
	Iteration 447Q: 3 clusters Score -7821966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 153488 members 
Entering Unmasked Estep 
Score: -7821959.500000 Penalty: 1088.309937
	Iteration 448Q: 3 clusters Score -7821960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 153513 members 
Entering Unmasked Estep 
Score: -7821985.500000 Penalty: 1088.309937
	Iteration 449Q: 3 clusters Score -7821986 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -7821988.500000 Penalty: 1088.309937
	Iteration 450Q: 3 clusters Score -7821988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 153655 members 
Entering Unmasked Estep 
Score: -7822002.500000 Penalty: 1088.309937
	Iteration 451Q: 3 clusters Score -7822002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 153735 members 
Entering Unmasked Estep 
Score: -7822013.000000 Penalty: 1088.309937
	Iteration 452Q: 3 clusters Score -7822013 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 153844 members 
Entering Unmasked Estep 
Score: -7822019.500000 Penalty: 1088.309937
	Iteration 453Q: 3 clusters Score -7822020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 153937 members 
Entering Unmasked Estep 
Score: -7822035.000000 Penalty: 1088.309937
	Iteration 454Q: 3 clusters Score -7822035 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 154009 members 
Entering Unmasked Estep 
Score: -7822061.000000 Penalty: 1088.309937
	Iteration 455Q: 3 clusters Score -7822061 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 154093 members 
Entering Unmasked Estep 
Score: -7822068.500000 Penalty: 1088.309937
	Iteration 456Q: 3 clusters Score -7822068 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 154180 members 
Entering Unmasked Estep 
Score: -7822070.500000 Penalty: 1088.309937
	Iteration 457Q: 3 clusters Score -7822070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 154242 members 
Entering Unmasked Estep 
Score: -7822080.500000 Penalty: 1088.309937
	Iteration 458Q: 3 clusters Score -7822080 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 154288 members 
Entering Unmasked Estep 
Score: -7822097.000000 Penalty: 1088.309937
	Iteration 459Q: 3 clusters Score -7822097 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 154392 members 
Entering Unmasked Estep 
Score: -7822083.000000 Penalty: 1088.309937
	Iteration 460F: 3 clusters Score -7822083 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 154469 members 
Entering Unmasked Estep 
Score: -7822108.000000 Penalty: 1088.309937
	Iteration 461Q: 3 clusters Score -7822108 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 154544 members 
Entering Unmasked Estep 
Score: -7822134.500000 Penalty: 1088.309937
	Iteration 462Q: 3 clusters Score -7822134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 154595 members 
Entering Unmasked Estep 
Score: -7822140.500000 Penalty: 1088.309937
	Iteration 463Q: 3 clusters Score -7822140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 154617 members 
Entering Unmasked Estep 
Score: -7822159.500000 Penalty: 1088.309937
	Iteration 464Q: 3 clusters Score -7822160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 154654 members 
Entering Unmasked Estep 
Score: -7822161.000000 Penalty: 1088.309937
	Iteration 465Q: 3 clusters Score -7822161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 154700 members 
Entering Unmasked Estep 
Score: -7822146.000000 Penalty: 1088.309937
	Iteration 466Q: 3 clusters Score -7822146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 154752 members 
Entering Unmasked Estep 
Score: -7822142.500000 Penalty: 1088.309937
	Iteration 467Q: 3 clusters Score -7822142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -7822132.500000 Penalty: 1088.309937
	Iteration 468Q: 3 clusters Score -7822132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 154840 members 
Entering Unmasked Estep 
Score: -7822150.000000 Penalty: 1088.309937
	Iteration 469Q: 3 clusters Score -7822150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 154883 members 
Entering Unmasked Estep 
Score: -7822150.500000 Penalty: 1088.309937
	Iteration 470Q: 3 clusters Score -7822150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -7822169.000000 Penalty: 1088.309937
	Iteration 471Q: 3 clusters Score -7822169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 154945 members 
Entering Unmasked Estep 
Score: -7822182.000000 Penalty: 1088.309937
	Iteration 472Q: 3 clusters Score -7822182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 154969 members 
Entering Unmasked Estep 
Score: -7822178.500000 Penalty: 1088.309937
	Iteration 473Q: 3 clusters Score -7822178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -7822183.500000 Penalty: 1088.309937
	Iteration 474Q: 3 clusters Score -7822184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 155004 members 
Entering Unmasked Estep 
Score: -7822190.000000 Penalty: 1088.309937
	Iteration 475Q: 3 clusters Score -7822190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -7822186.000000 Penalty: 1088.309937
	Iteration 476Q: 3 clusters Score -7822186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 155047 members 
Entering Unmasked Estep 
Score: -7822192.500000 Penalty: 1088.309937
	Iteration 477Q: 3 clusters Score -7822192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -7822193.500000 Penalty: 1088.309937
	Iteration 478Q: 3 clusters Score -7822194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -7822201.000000 Penalty: 1088.309937
	Iteration 479Q: 3 clusters Score -7822201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 155153 members 
Entering Unmasked Estep 
Score: -7822203.500000 Penalty: 1088.309937
	Iteration 480F: 3 clusters Score -7822204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -7822214.000000 Penalty: 1088.309937
	Iteration 481Q: 3 clusters Score -7822214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 155194 members 
Entering Unmasked Estep 
Score: -7822221.000000 Penalty: 1088.309937
	Iteration 482Q: 3 clusters Score -7822221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -7822231.000000 Penalty: 1088.309937
	Iteration 483Q: 3 clusters Score -7822231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 155219 members 
Entering Unmasked Estep 
Score: -7822223.500000 Penalty: 1088.309937
	Iteration 484Q: 3 clusters Score -7822224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 155225 members 
Entering Unmasked Estep 
Score: -7822222.000000 Penalty: 1088.309937
	Iteration 485Q: 3 clusters Score -7822222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 155247 members 
Entering Unmasked Estep 
Score: -7822217.500000 Penalty: 1088.309937
	Iteration 486Q: 3 clusters Score -7822218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 155248 members 
Entering Unmasked Estep 
Score: -7822225.500000 Penalty: 1088.309937
	Iteration 487Q: 3 clusters Score -7822226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 155262 members 
Entering Unmasked Estep 
Score: -7822223.000000 Penalty: 1088.309937
	Iteration 488Q: 3 clusters Score -7822223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 155291 members 
Entering Unmasked Estep 
Score: -7822228.500000 Penalty: 1088.309937
	Iteration 489Q: 3 clusters Score -7822228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -7822227.500000 Penalty: 1088.309937
	Iteration 490Q: 3 clusters Score -7822228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 155315 members 
Entering Unmasked Estep 
Score: -7822226.500000 Penalty: 1088.309937
	Iteration 491Q: 3 clusters Score -7822226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 155334 members 
Entering Unmasked Estep 
Score: -7822224.000000 Penalty: 1088.309937
	Iteration 492Q: 3 clusters Score -7822224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 155350 members 
Entering Unmasked Estep 
Score: -7822225.000000 Penalty: 1088.309937
	Iteration 493Q: 3 clusters Score -7822225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -7822230.000000 Penalty: 1088.309937
	Iteration 494Q: 3 clusters Score -7822230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 155365 members 
Entering Unmasked Estep 
Score: -7822231.000000 Penalty: 1088.309937
	Iteration 495Q: 3 clusters Score -7822231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 155371 members 
Entering Unmasked Estep 
Score: -7822221.000000 Penalty: 1088.309937
	Iteration 496Q: 3 clusters Score -7822221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 155369 members 
Entering Unmasked Estep 
Score: -7822226.000000 Penalty: 1088.309937
	Iteration 497Q: 3 clusters Score -7822226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 155372 members 
Entering Unmasked Estep 
Score: -7822224.500000 Penalty: 1088.309937
	Iteration 498Q: 3 clusters Score -7822224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 155378 members 
Entering Unmasked Estep 
Score: -7822228.000000 Penalty: 1088.309937
	Iteration 499Q: 3 clusters Score -7822228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 155394 members 
Entering Unmasked Estep 
Score: -7822228.000000 Penalty: 1088.309937
	Iteration 500F: 3 clusters Score -7822228 nChanged 17
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 73 (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: -10335.997070 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10336 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 93 members 
Entering Unmasked Estep 
Score: -10048.919922 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -10048.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10139.789062 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -10139.79 nChanged 9
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: -10148.998047 Penalty: 481.232300
	Iteration 2Q: 3 clusters Score -10149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10159.789062 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -10159.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10161.012695 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -10161.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10161.428711 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -10161.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10161.428711 Penalty: 481.232300
	Iteration 6F: 3 clusters Score -10161.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -4647.546387 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -4647.546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4481.517090 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -4481.517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4539.921875 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -4539.922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4560.119141 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -4560.119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4565.839355 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -4565.839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4567.311035 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -4567.311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4567.311035 Penalty: 429.383392
	Iteration 5F: 3 clusters Score -4567.311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -90398.359375 Penalty: 341.198578
	Iteration 0F: 2 clusters Score -90398.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -89125.578125 Penalty: 682.397156
	Iteration 0F: 3 clusters Score -89125.58 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -89611.859375 Penalty: 682.397156
	Iteration 1F: 3 clusters Score -89611.86 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -89724.984375 Penalty: 682.397156
	Iteration 2F: 3 clusters Score -89724.98 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -89801.937500 Penalty: 682.397156
	Iteration 3F: 3 clusters Score -89801.94 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -89866.179688 Penalty: 682.397156
	Iteration 4Q: 3 clusters Score -89866.18 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -89918.085938 Penalty: 682.397156
	Iteration 5Q: 3 clusters Score -89918.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89971.421875 Penalty: 682.397156
	Iteration 6Q: 3 clusters Score -89971.42 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90017.039062 Penalty: 682.397156
	Iteration 7Q: 3 clusters Score -90017.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90046.804688 Penalty: 682.397156
	Iteration 8Q: 3 clusters Score -90046.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90080.304688 Penalty: 682.397156
	Iteration 9Q: 3 clusters Score -90080.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90092.585938 Penalty: 682.397156
	Iteration 10Q: 3 clusters Score -90092.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90099.742188 Penalty: 682.397156
	Iteration 11Q: 3 clusters Score -90099.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90106.921875 Penalty: 682.397156
	Iteration 12Q: 3 clusters Score -90106.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90112.218750 Penalty: 682.397156
	Iteration 13Q: 3 clusters Score -90112.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90115.648438 Penalty: 682.397156
	Iteration 14Q: 3 clusters Score -90115.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90116.273438 Penalty: 682.397156
	Iteration 15Q: 3 clusters Score -90116.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90116.429688 Penalty: 682.397156
	Iteration 16Q: 3 clusters Score -90116.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90116.523438 Penalty: 682.397156
	Iteration 17Q: 3 clusters Score -90116.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90116.523438 Penalty: 682.397156
	Iteration 18F: 3 clusters Score -90116.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (212025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212025 members 
Entering Unmasked Estep 
Score: -10593294.000000 Penalty: 558.032898
	Iteration 0F: 2 clusters Score -1.059329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106102 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -10451797.000000 Penalty: 1116.065796
	Iteration 0F: 3 clusters Score -1.04518e+07 nChanged 104242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 102825 members 
Entering Unmasked Estep 
Score: -10517008.000000 Penalty: 1116.065796
	Iteration 1F: 3 clusters Score -1.051701e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111485 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -10519993.000000 Penalty: 1116.065796
	Iteration 2Q: 3 clusters Score -1.051999e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114649 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -10525152.000000 Penalty: 1116.065796
	Iteration 3Q: 3 clusters Score -1.052515e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118707 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -10533813.000000 Penalty: 1116.065796
	Iteration 4F: 3 clusters Score -1.053381e+07 nChanged 14617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122414 members 
Mstep: Class 2 contains 89611 members 
Entering Unmasked Estep 
Score: -10545615.000000 Penalty: 1116.065796
	Iteration 5F: 3 clusters Score -1.054562e+07 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124773 members 
Mstep: Class 2 contains 87252 members 
Entering Unmasked Estep 
Score: -10555533.000000 Penalty: 1116.065796
	Iteration 6F: 3 clusters Score -1.055553e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125843 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -10559525.000000 Penalty: 1116.065796
	Iteration 7Q: 3 clusters Score -1.055952e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126521 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -10561482.000000 Penalty: 1116.065796
	Iteration 8Q: 3 clusters Score -1.056148e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127326 members 
Mstep: Class 2 contains 84699 members 
Entering Unmasked Estep 
Score: -10563221.000000 Penalty: 1116.065796
	Iteration 9Q: 3 clusters Score -1.056322e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128146 members 
Mstep: Class 2 contains 83879 members 
Entering Unmasked Estep 
Score: -10565679.000000 Penalty: 1116.065796
	Iteration 10Q: 3 clusters Score -1.056568e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128862 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -10568978.000000 Penalty: 1116.065796
	Iteration 11Q: 3 clusters Score -1.056898e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129319 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -10572606.000000 Penalty: 1116.065796
	Iteration 12Q: 3 clusters Score -1.057261e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -10576661.000000 Penalty: 1116.065796
	Iteration 13Q: 3 clusters Score -1.057666e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129085 members 
Mstep: Class 2 contains 82940 members 
Entering Unmasked Estep 
Score: -10580488.000000 Penalty: 1116.065796
	Iteration 14Q: 3 clusters Score -1.058049e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128289 members 
Mstep: Class 2 contains 83736 members 
Entering Unmasked Estep 
Score: -10583991.000000 Penalty: 1116.065796
	Iteration 15Q: 3 clusters Score -1.058399e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127369 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -10586831.000000 Penalty: 1116.065796
	Iteration 16Q: 3 clusters Score -1.058683e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126482 members 
Mstep: Class 2 contains 85543 members 
Entering Unmasked Estep 
Score: -10589224.000000 Penalty: 1116.065796
	Iteration 17Q: 3 clusters Score -1.058922e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125845 members 
Mstep: Class 2 contains 86180 members 
Entering Unmasked Estep 
Score: -10590894.000000 Penalty: 1116.065796
	Iteration 18Q: 3 clusters Score -1.059089e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125447 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -10591794.000000 Penalty: 1116.065796
	Iteration 19Q: 3 clusters Score -1.059179e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125308 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -10592569.000000 Penalty: 1116.065796
	Iteration 20F: 3 clusters Score -1.059257e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125172 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -10593048.000000 Penalty: 1116.065796
	Iteration 21Q: 3 clusters Score -1.059305e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125322 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -10593367.000000 Penalty: 1116.065796
	Iteration 22Q: 3 clusters Score -1.059337e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125690 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -10593485.000000 Penalty: 1116.065796
	Iteration 23Q: 3 clusters Score -1.059348e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126243 members 
Mstep: Class 2 contains 85782 members 
Entering Unmasked Estep 
Score: -10593512.000000 Penalty: 1116.065796
	Iteration 24Q: 3 clusters Score -1.059351e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126870 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -10593549.000000 Penalty: 1116.065796
	Iteration 25Q: 3 clusters Score -1.059355e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -10593553.000000 Penalty: 1116.065796
	Iteration 26Q: 3 clusters Score -1.059355e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127987 members 
Mstep: Class 2 contains 84038 members 
Entering Unmasked Estep 
Score: -10593612.000000 Penalty: 1116.065796
	Iteration 27Q: 3 clusters Score -1.059361e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128487 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -10593674.000000 Penalty: 1116.065796
	Iteration 28Q: 3 clusters Score -1.059367e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129054 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -10593655.000000 Penalty: 1116.065796
	Iteration 29Q: 3 clusters Score -1.059366e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129690 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -10593684.000000 Penalty: 1116.065796
	Iteration 30Q: 3 clusters Score -1.059368e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130275 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -10593698.000000 Penalty: 1116.065796
	Iteration 31Q: 3 clusters Score -1.05937e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130840 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
Score: -10593679.000000 Penalty: 1116.065796
	Iteration 32Q: 3 clusters Score -1.059368e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131367 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
Score: -10593675.000000 Penalty: 1116.065796
	Iteration 33Q: 3 clusters Score -1.059368e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132001 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -10593659.000000 Penalty: 1116.065796
	Iteration 34Q: 3 clusters Score -1.059366e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132458 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -10593668.000000 Penalty: 1116.065796
	Iteration 35Q: 3 clusters Score -1.059367e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132941 members 
Mstep: Class 2 contains 79084 members 
Entering Unmasked Estep 
Score: -10593655.000000 Penalty: 1116.065796
	Iteration 36Q: 3 clusters Score -1.059366e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133389 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -10593696.000000 Penalty: 1116.065796
	Iteration 37Q: 3 clusters Score -1.05937e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133902 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -10593706.000000 Penalty: 1116.065796
	Iteration 38Q: 3 clusters Score -1.059371e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134499 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -10593696.000000 Penalty: 1116.065796
	Iteration 39Q: 3 clusters Score -1.05937e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135090 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -10593733.000000 Penalty: 1116.065796
	Iteration 40F: 3 clusters Score -1.059373e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135773 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -10593809.000000 Penalty: 1116.065796
	Iteration 41Q: 3 clusters Score -1.059381e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136429 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -10593809.000000 Penalty: 1116.065796
	Iteration 42Q: 3 clusters Score -1.059381e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137058 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -10593803.000000 Penalty: 1116.065796
	Iteration 43Q: 3 clusters Score -1.05938e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137684 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -10593848.000000 Penalty: 1116.065796
	Iteration 44Q: 3 clusters Score -1.059385e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138356 members 
Mstep: Class 2 contains 73669 members 
Entering Unmasked Estep 
Score: -10593864.000000 Penalty: 1116.065796
	Iteration 45Q: 3 clusters Score -1.059386e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138968 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -10593856.000000 Penalty: 1116.065796
	Iteration 46Q: 3 clusters Score -1.059386e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139604 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -10593823.000000 Penalty: 1116.065796
	Iteration 47Q: 3 clusters Score -1.059382e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140284 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -10593834.000000 Penalty: 1116.065796
	Iteration 48Q: 3 clusters Score -1.059383e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140980 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -10593823.000000 Penalty: 1116.065796
	Iteration 49Q: 3 clusters Score -1.059382e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141743 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -10593815.000000 Penalty: 1116.065796
	Iteration 50Q: 3 clusters Score -1.059382e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -10593825.000000 Penalty: 1116.065796
	Iteration 51Q: 3 clusters Score -1.059382e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143280 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -10593845.000000 Penalty: 1116.065796
	Iteration 52Q: 3 clusters Score -1.059384e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143974 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -10593877.000000 Penalty: 1116.065796
	Iteration 53Q: 3 clusters Score -1.059388e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144587 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -10593880.000000 Penalty: 1116.065796
	Iteration 54Q: 3 clusters Score -1.059388e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145115 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -10593886.000000 Penalty: 1116.065796
	Iteration 55Q: 3 clusters Score -1.059389e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145682 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -10593855.000000 Penalty: 1116.065796
	Iteration 56Q: 3 clusters Score -1.059386e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146231 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -10593819.000000 Penalty: 1116.065796
	Iteration 57Q: 3 clusters Score -1.059382e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146826 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -10593792.000000 Penalty: 1116.065796
	Iteration 58Q: 3 clusters Score -1.059379e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147393 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -10593850.000000 Penalty: 1116.065796
	Iteration 59Q: 3 clusters Score -1.059385e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -10593873.000000 Penalty: 1116.065796
	Iteration 60F: 3 clusters Score -1.059387e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148533 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -10593897.000000 Penalty: 1116.065796
	Iteration 61Q: 3 clusters Score -1.05939e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149070 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -10593897.000000 Penalty: 1116.065796
	Iteration 62Q: 3 clusters Score -1.05939e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149511 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -10593932.000000 Penalty: 1116.065796
	Iteration 63Q: 3 clusters Score -1.059393e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149919 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -10593921.000000 Penalty: 1116.065796
	Iteration 64Q: 3 clusters Score -1.059392e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150389 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -10593887.000000 Penalty: 1116.065796
	Iteration 65Q: 3 clusters Score -1.059389e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150817 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -10593889.000000 Penalty: 1116.065796
	Iteration 66Q: 3 clusters Score -1.059389e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151265 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -10593882.000000 Penalty: 1116.065796
	Iteration 67Q: 3 clusters Score -1.059388e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151891 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -10593871.000000 Penalty: 1116.065796
	Iteration 68Q: 3 clusters Score -1.059387e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152470 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -10593850.000000 Penalty: 1116.065796
	Iteration 69Q: 3 clusters Score -1.059385e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153138 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -10593847.000000 Penalty: 1116.065796
	Iteration 70Q: 3 clusters Score -1.059385e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153783 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -10593834.000000 Penalty: 1116.065796
	Iteration 71Q: 3 clusters Score -1.059383e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154404 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -10593822.000000 Penalty: 1116.065796
	Iteration 72Q: 3 clusters Score -1.059382e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155036 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -10593850.000000 Penalty: 1116.065796
	Iteration 73Q: 3 clusters Score -1.059385e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155577 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -10593861.000000 Penalty: 1116.065796
	Iteration 74Q: 3 clusters Score -1.059386e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -10593846.000000 Penalty: 1116.065796
	Iteration 75Q: 3 clusters Score -1.059385e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156777 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -10593853.000000 Penalty: 1116.065796
	Iteration 76Q: 3 clusters Score -1.059385e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157290 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -10593895.000000 Penalty: 1116.065796
	Iteration 77Q: 3 clusters Score -1.05939e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157924 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -10593874.000000 Penalty: 1116.065796
	Iteration 78Q: 3 clusters Score -1.059387e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158552 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -10593900.000000 Penalty: 1116.065796
	Iteration 79Q: 3 clusters Score -1.05939e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159129 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -10593879.000000 Penalty: 1116.065796
	Iteration 80F: 3 clusters Score -1.059388e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -10593923.000000 Penalty: 1116.065796
	Iteration 81Q: 3 clusters Score -1.059392e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -10593895.000000 Penalty: 1116.065796
	Iteration 82Q: 3 clusters Score -1.05939e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160624 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -10593918.000000 Penalty: 1116.065796
	Iteration 83Q: 3 clusters Score -1.059392e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161111 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -10593945.000000 Penalty: 1116.065796
	Iteration 84Q: 3 clusters Score -1.059394e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161675 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -10593952.000000 Penalty: 1116.065796
	Iteration 85Q: 3 clusters Score -1.059395e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162186 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -10593953.000000 Penalty: 1116.065796
	Iteration 86Q: 3 clusters Score -1.059395e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162765 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -10594033.000000 Penalty: 1116.065796
	Iteration 87Q: 3 clusters Score -1.059403e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163224 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -10594054.000000 Penalty: 1116.065796
	Iteration 88Q: 3 clusters Score -1.059405e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -10594057.000000 Penalty: 1116.065796
	Iteration 89Q: 3 clusters Score -1.059406e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164009 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -10594087.000000 Penalty: 1116.065796
	Iteration 90Q: 3 clusters Score -1.059409e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164355 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -10594111.000000 Penalty: 1116.065796
	Iteration 91Q: 3 clusters Score -1.059411e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164801 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -10594140.000000 Penalty: 1116.065796
	Iteration 92Q: 3 clusters Score -1.059414e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165298 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -10594130.000000 Penalty: 1116.065796
	Iteration 93Q: 3 clusters Score -1.059413e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165758 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -10594108.000000 Penalty: 1116.065796
	Iteration 94Q: 3 clusters Score -1.059411e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166235 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -10594110.000000 Penalty: 1116.065796
	Iteration 95Q: 3 clusters Score -1.059411e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166629 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -10594099.000000 Penalty: 1116.065796
	Iteration 96Q: 3 clusters Score -1.05941e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166988 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -10594115.000000 Penalty: 1116.065796
	Iteration 97Q: 3 clusters Score -1.059412e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167310 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -10594112.000000 Penalty: 1116.065796
	Iteration 98Q: 3 clusters Score -1.059411e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167588 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -10594127.000000 Penalty: 1116.065796
	Iteration 99Q: 3 clusters Score -1.059413e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167808 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -10594122.000000 Penalty: 1116.065796
	Iteration 100F: 3 clusters Score -1.059412e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168097 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -10594132.000000 Penalty: 1116.065796
	Iteration 101Q: 3 clusters Score -1.059413e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168425 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -10594116.000000 Penalty: 1116.065796
	Iteration 102Q: 3 clusters Score -1.059412e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -10594104.000000 Penalty: 1116.065796
	Iteration 103Q: 3 clusters Score -1.05941e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169020 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -10594084.000000 Penalty: 1116.065796
	Iteration 104Q: 3 clusters Score -1.059408e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -10594108.000000 Penalty: 1116.065796
	Iteration 105Q: 3 clusters Score -1.059411e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169665 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -10594087.000000 Penalty: 1116.065796
	Iteration 106Q: 3 clusters Score -1.059409e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169999 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -10594093.000000 Penalty: 1116.065796
	Iteration 107Q: 3 clusters Score -1.059409e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170250 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -10594097.000000 Penalty: 1116.065796
	Iteration 108Q: 3 clusters Score -1.05941e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170559 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -10594109.000000 Penalty: 1116.065796
	Iteration 109Q: 3 clusters Score -1.059411e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170818 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -10594111.000000 Penalty: 1116.065796
	Iteration 110Q: 3 clusters Score -1.059411e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171071 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -10594121.000000 Penalty: 1116.065796
	Iteration 111Q: 3 clusters Score -1.059412e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171317 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -10594124.000000 Penalty: 1116.065796
	Iteration 112Q: 3 clusters Score -1.059412e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171616 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -10594110.000000 Penalty: 1116.065796
	Iteration 113Q: 3 clusters Score -1.059411e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171836 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -10594100.000000 Penalty: 1116.065796
	Iteration 114Q: 3 clusters Score -1.05941e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -10594074.000000 Penalty: 1116.065796
	Iteration 115Q: 3 clusters Score -1.059407e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172421 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -10594079.000000 Penalty: 1116.065796
	Iteration 116Q: 3 clusters Score -1.059408e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172671 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -10594051.000000 Penalty: 1116.065796
	Iteration 117Q: 3 clusters Score -1.059405e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172884 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -10594078.000000 Penalty: 1116.065796
	Iteration 118Q: 3 clusters Score -1.059408e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173051 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -10594092.000000 Penalty: 1116.065796
	Iteration 119Q: 3 clusters Score -1.059409e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173267 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -10594077.000000 Penalty: 1116.065796
	Iteration 120F: 3 clusters Score -1.059408e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173513 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -10594071.000000 Penalty: 1116.065796
	Iteration 121Q: 3 clusters Score -1.059407e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173686 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -10594076.000000 Penalty: 1116.065796
	Iteration 122Q: 3 clusters Score -1.059408e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173869 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -10594113.000000 Penalty: 1116.065796
	Iteration 123Q: 3 clusters Score -1.059411e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174065 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -10594115.000000 Penalty: 1116.065796
	Iteration 124Q: 3 clusters Score -1.059412e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174317 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -10594114.000000 Penalty: 1116.065796
	Iteration 125Q: 3 clusters Score -1.059411e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174591 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -10594090.000000 Penalty: 1116.065796
	Iteration 126Q: 3 clusters Score -1.059409e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174822 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -10594069.000000 Penalty: 1116.065796
	Iteration 127Q: 3 clusters Score -1.059407e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175078 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -10594059.000000 Penalty: 1116.065796
	Iteration 128Q: 3 clusters Score -1.059406e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175280 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -10594051.000000 Penalty: 1116.065796
	Iteration 129Q: 3 clusters Score -1.059405e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175449 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -10594068.000000 Penalty: 1116.065796
	Iteration 130Q: 3 clusters Score -1.059407e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175591 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -10594062.000000 Penalty: 1116.065796
	Iteration 131Q: 3 clusters Score -1.059406e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175762 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -10594089.000000 Penalty: 1116.065796
	Iteration 132Q: 3 clusters Score -1.059409e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175950 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -10594075.000000 Penalty: 1116.065796
	Iteration 133Q: 3 clusters Score -1.059408e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176098 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -10594087.000000 Penalty: 1116.065796
	Iteration 134Q: 3 clusters Score -1.059409e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176336 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -10594075.000000 Penalty: 1116.065796
	Iteration 135Q: 3 clusters Score -1.059408e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176494 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -10594072.000000 Penalty: 1116.065796
	Iteration 136Q: 3 clusters Score -1.059407e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176646 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -10594064.000000 Penalty: 1116.065796
	Iteration 137Q: 3 clusters Score -1.059406e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176779 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -10594096.000000 Penalty: 1116.065796
	Iteration 138Q: 3 clusters Score -1.05941e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176970 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -10594076.000000 Penalty: 1116.065796
	Iteration 139Q: 3 clusters Score -1.059408e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177125 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -10594064.000000 Penalty: 1116.065796
	Iteration 140F: 3 clusters Score -1.059406e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177232 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -10594046.000000 Penalty: 1116.065796
	Iteration 141Q: 3 clusters Score -1.059405e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177336 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -10594057.000000 Penalty: 1116.065796
	Iteration 142Q: 3 clusters Score -1.059406e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177484 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -10594061.000000 Penalty: 1116.065796
	Iteration 143Q: 3 clusters Score -1.059406e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177614 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -10594045.000000 Penalty: 1116.065796
	Iteration 144Q: 3 clusters Score -1.059404e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177824 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -10594037.000000 Penalty: 1116.065796
	Iteration 145Q: 3 clusters Score -1.059404e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178083 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -10594029.000000 Penalty: 1116.065796
	Iteration 146Q: 3 clusters Score -1.059403e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178310 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -10594053.000000 Penalty: 1116.065796
	Iteration 147Q: 3 clusters Score -1.059405e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178556 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -10594049.000000 Penalty: 1116.065796
	Iteration 148Q: 3 clusters Score -1.059405e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178698 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -10594051.000000 Penalty: 1116.065796
	Iteration 149Q: 3 clusters Score -1.059405e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178847 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -10594034.000000 Penalty: 1116.065796
	Iteration 150Q: 3 clusters Score -1.059403e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179159 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -10594007.000000 Penalty: 1116.065796
	Iteration 151Q: 3 clusters Score -1.059401e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179419 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -10594004.000000 Penalty: 1116.065796
	Iteration 152Q: 3 clusters Score -1.0594e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179595 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -10594002.000000 Penalty: 1116.065796
	Iteration 153Q: 3 clusters Score -1.0594e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179741 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -10593996.000000 Penalty: 1116.065796
	Iteration 154Q: 3 clusters Score -1.0594e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179963 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -10593981.000000 Penalty: 1116.065796
	Iteration 155Q: 3 clusters Score -1.059398e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180221 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -10593933.000000 Penalty: 1116.065796
	Iteration 156Q: 3 clusters Score -1.059393e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180495 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -10593919.000000 Penalty: 1116.065796
	Iteration 157Q: 3 clusters Score -1.059392e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180515 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -10593916.000000 Penalty: 1116.065796
	Iteration 158Q: 3 clusters Score -1.059392e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180628 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -10593930.000000 Penalty: 1116.065796
	Iteration 159Q: 3 clusters Score -1.059393e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180646 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -10593927.000000 Penalty: 1116.065796
	Iteration 160F: 3 clusters Score -1.059393e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180789 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -10593932.000000 Penalty: 1116.065796
	Iteration 161Q: 3 clusters Score -1.059393e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180892 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -10593937.000000 Penalty: 1116.065796
	Iteration 162Q: 3 clusters Score -1.059394e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181037 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -10593929.000000 Penalty: 1116.065796
	Iteration 163Q: 3 clusters Score -1.059393e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181111 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -10593926.000000 Penalty: 1116.065796
	Iteration 164Q: 3 clusters Score -1.059393e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -10593927.000000 Penalty: 1116.065796
	Iteration 165Q: 3 clusters Score -1.059393e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181379 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -10593903.000000 Penalty: 1116.065796
	Iteration 166Q: 3 clusters Score -1.05939e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181594 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -10593872.000000 Penalty: 1116.065796
	Iteration 167Q: 3 clusters Score -1.059387e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181840 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -10593877.000000 Penalty: 1116.065796
	Iteration 168Q: 3 clusters Score -1.059388e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182080 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -10593860.000000 Penalty: 1116.065796
	Iteration 169Q: 3 clusters Score -1.059386e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182245 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -10593840.000000 Penalty: 1116.065796
	Iteration 170Q: 3 clusters Score -1.059384e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182504 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -10593829.000000 Penalty: 1116.065796
	Iteration 171Q: 3 clusters Score -1.059383e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182776 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -10593835.000000 Penalty: 1116.065796
	Iteration 172Q: 3 clusters Score -1.059384e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182955 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -10593825.000000 Penalty: 1116.065796
	Iteration 173Q: 3 clusters Score -1.059382e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183130 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -10593823.000000 Penalty: 1116.065796
	Iteration 174Q: 3 clusters Score -1.059382e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183344 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -10593861.000000 Penalty: 1116.065796
	Iteration 175Q: 3 clusters Score -1.059386e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183577 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -10593855.000000 Penalty: 1116.065796
	Iteration 176Q: 3 clusters Score -1.059386e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183821 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -10593856.000000 Penalty: 1116.065796
	Iteration 177Q: 3 clusters Score -1.059386e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184166 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -10593872.000000 Penalty: 1116.065796
	Iteration 178Q: 3 clusters Score -1.059387e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184429 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -10593896.000000 Penalty: 1116.065796
	Iteration 179Q: 3 clusters Score -1.05939e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184657 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -10593901.000000 Penalty: 1116.065796
	Iteration 180F: 3 clusters Score -1.05939e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184873 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -10593909.000000 Penalty: 1116.065796
	Iteration 181Q: 3 clusters Score -1.059391e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185137 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -10593969.000000 Penalty: 1116.065796
	Iteration 182Q: 3 clusters Score -1.059397e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185369 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -10593996.000000 Penalty: 1116.065796
	Iteration 183Q: 3 clusters Score -1.0594e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185501 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -10593989.000000 Penalty: 1116.065796
	Iteration 184Q: 3 clusters Score -1.059399e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185720 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -10593969.000000 Penalty: 1116.065796
	Iteration 185Q: 3 clusters Score -1.059397e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185882 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -10593960.000000 Penalty: 1116.065796
	Iteration 186Q: 3 clusters Score -1.059396e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185978 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -10593986.000000 Penalty: 1116.065796
	Iteration 187Q: 3 clusters Score -1.059399e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186157 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -10593989.000000 Penalty: 1116.065796
	Iteration 188Q: 3 clusters Score -1.059399e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186288 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -10593994.000000 Penalty: 1116.065796
	Iteration 189Q: 3 clusters Score -1.059399e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186455 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -10594023.000000 Penalty: 1116.065796
	Iteration 190Q: 3 clusters Score -1.059402e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186662 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -10594013.000000 Penalty: 1116.065796
	Iteration 191Q: 3 clusters Score -1.059401e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186719 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -10594044.000000 Penalty: 1116.065796
	Iteration 192Q: 3 clusters Score -1.059404e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186890 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -10594056.000000 Penalty: 1116.065796
	Iteration 193Q: 3 clusters Score -1.059406e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187071 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -10594039.000000 Penalty: 1116.065796
	Iteration 194Q: 3 clusters Score -1.059404e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187183 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -10594044.000000 Penalty: 1116.065796
	Iteration 195Q: 3 clusters Score -1.059404e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187409 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -10594027.000000 Penalty: 1116.065796
	Iteration 196Q: 3 clusters Score -1.059403e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187517 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -10594007.000000 Penalty: 1116.065796
	Iteration 197Q: 3 clusters Score -1.059401e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187650 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -10593984.000000 Penalty: 1116.065796
	Iteration 198Q: 3 clusters Score -1.059398e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187743 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -10593981.000000 Penalty: 1116.065796
	Iteration 199Q: 3 clusters Score -1.059398e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187842 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -10593965.000000 Penalty: 1116.065796
	Iteration 200F: 3 clusters Score -1.059396e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187925 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -10593972.000000 Penalty: 1116.065796
	Iteration 201Q: 3 clusters Score -1.059397e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188037 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -10593958.000000 Penalty: 1116.065796
	Iteration 202Q: 3 clusters Score -1.059396e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188102 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -10593960.000000 Penalty: 1116.065796
	Iteration 203Q: 3 clusters Score -1.059396e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188179 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -10593976.000000 Penalty: 1116.065796
	Iteration 204Q: 3 clusters Score -1.059398e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188240 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -10593984.000000 Penalty: 1116.065796
	Iteration 205Q: 3 clusters Score -1.059398e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188313 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -10593968.000000 Penalty: 1116.065796
	Iteration 206Q: 3 clusters Score -1.059397e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188411 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -10593950.000000 Penalty: 1116.065796
	Iteration 207Q: 3 clusters Score -1.059395e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188494 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -10593961.000000 Penalty: 1116.065796
	Iteration 208Q: 3 clusters Score -1.059396e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188463 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -10593959.000000 Penalty: 1116.065796
	Iteration 209Q: 3 clusters Score -1.059396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188477 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -10593945.000000 Penalty: 1116.065796
	Iteration 210Q: 3 clusters Score -1.059394e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188522 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -10593945.000000 Penalty: 1116.065796
	Iteration 211Q: 3 clusters Score -1.059394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188546 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -10593943.000000 Penalty: 1116.065796
	Iteration 212Q: 3 clusters Score -1.059394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188558 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -10593941.000000 Penalty: 1116.065796
	Iteration 213Q: 3 clusters Score -1.059394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188558 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -10593945.000000 Penalty: 1116.065796
	Iteration 214Q: 3 clusters Score -1.059394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188559 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -10593945.000000 Penalty: 1116.065796
	Iteration 215Q: 3 clusters Score -1.059394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188563 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -10593938.000000 Penalty: 1116.065796
	Iteration 216Q: 3 clusters Score -1.059394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188561 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -10593945.000000 Penalty: 1116.065796
	Iteration 217Q: 3 clusters Score -1.059394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188561 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -10593945.000000 Penalty: 1116.065796
	Iteration 218F: 3 clusters Score -1.059394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94367 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23563 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24555 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96626 members 
Mstep: Class 14 contains 216388 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 18494 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 2437 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183719 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 42057 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 186034 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42555 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37485 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185021 members 
Mstep: Class 43 contains 10883 members 
Mstep: Class 44 contains 6420 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8752 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 8346 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194045 members 
Mstep: Class 65 contains 13700 members 
Mstep: Class 66 contains 49307 members 
Mstep: Class 67 contains 2628 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31419 members 
Mstep: Class 72 contains 156287 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 188561 members 
Mstep: Class 77 contains 23464 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
Score: -90794984.000000 Penalty: 52748.445312
Splitting cluster 76 changes total score from -90795296.000000 to -90794984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -8246.074219 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -8246.074 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 139 members 
Entering Unmasked Estep 
Score: -7929.834961 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -7929.835 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8024.919922 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -8024.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8062.407227 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -8062.407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8068.440918 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -8068.441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8071.755859 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -8071.756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8076.750000 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -8076.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8079.410156 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -8079.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8081.015137 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -8081.015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8081.963867 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -8081.964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8089.234375 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -8089.234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8092.082031 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -8092.082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8094.250977 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -8094.251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8101.841797 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -8101.842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8105.914062 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -8105.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8108.452637 Penalty: 506.719360
	Iteration 14Q: 3 clusters Score -8108.453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8113.787598 Penalty: 506.719360
	Iteration 15Q: 3 clusters Score -8113.788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8117.548828 Penalty: 506.719360
	Iteration 16Q: 3 clusters Score -8117.549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8117.548828 Penalty: 506.719360
	Iteration 17F: 3 clusters Score -8117.549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -18318.636719 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -18318.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17919.359375 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -17919.36 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18056.154297 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -18056.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18095.847656 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -18095.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18113.841797 Penalty: 536.390686
	Iteration 3Q: 3 clusters Score -18113.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18124.380859 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -18124.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18132.070312 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -18132.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18137.796875 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -18137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18145.392578 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -18145.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18159.773438 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -18159.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18164.884766 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -18164.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18168.861328 Penalty: 536.390686
	Iteration 10Q: 3 clusters Score -18168.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18169.980469 Penalty: 536.390686
	Iteration 11Q: 3 clusters Score -18169.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18169.980469 Penalty: 536.390686
	Iteration 12F: 3 clusters Score -18169.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -14661.288086 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -14661.29 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 175 members 
Entering Unmasked Estep 
Score: -14291.026367 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -14291.03 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14407.580078 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -14407.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14458.370117 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -14458.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14487.539062 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -14487.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14509.629883 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -14509.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14522.998047 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -14523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14525.642578 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -14525.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14527.382812 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -14527.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14529.084961 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -14529.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14530.346680 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -14530.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14530.346680 Penalty: 524.917236
	Iteration 10F: 3 clusters Score -14530.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94367 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23563 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24555 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96626 members 
Mstep: Class 14 contains 216388 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 18494 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 2437 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183719 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 42057 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 186034 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42555 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37485 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185021 members 
Mstep: Class 43 contains 10883 members 
Mstep: Class 44 contains 6420 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8752 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 8346 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 194045 members 
Mstep: Class 65 contains 13700 members 
Mstep: Class 66 contains 49307 members 
Mstep: Class 67 contains 2628 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31419 members 
Mstep: Class 72 contains 156287 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212025 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795240.000000 Penalty: 52089.089844
Iteration 399Q: 80 clusters Score -9.079524e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94351 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 23684 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20915 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24595 members 
Mstep: Class 9 contains 31855 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96634 members 
Mstep: Class 14 contains 216391 members 
Mstep: Class 15 contains 2863 members 
Mstep: Class 16 contains 1342 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 18240 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2198 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183598 members 
Mstep: Class 26 contains 4542 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 42061 members 
Mstep: Class 29 contains 3635 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 186292 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42669 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37485 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185306 members 
Mstep: Class 43 contains 10880 members 
Mstep: Class 44 contains 6377 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8774 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 8217 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 193897 members 
Mstep: Class 65 contains 13554 members 
Mstep: Class 66 contains 48496 members 
Mstep: Class 67 contains 2631 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31423 members 
Mstep: Class 72 contains 157307 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211856 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795448.000000 Penalty: 52089.089844
Iteration 400F: 80 clusters Score -9.079545e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94336 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 23798 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20913 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24708 members 
Mstep: Class 9 contains 31819 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1689 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96641 members 
Mstep: Class 14 contains 216394 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 17993 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2430 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183598 members 
Mstep: Class 26 contains 4550 members 
Mstep: Class 27 contains 2503 members 
Mstep: Class 28 contains 42062 members 
Mstep: Class 29 contains 3635 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 186520 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42799 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37484 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185506 members 
Mstep: Class 43 contains 10879 members 
Mstep: Class 44 contains 6339 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8790 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 7774 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 193775 members 
Mstep: Class 65 contains 13421 members 
Mstep: Class 66 contains 47785 members 
Mstep: Class 67 contains 2639 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31405 members 
Mstep: Class 72 contains 158282 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211847 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795144.000000 Penalty: 52089.089844
Iteration 401Q: 80 clusters Score -9.079514e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94307 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 23885 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20912 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24851 members 
Mstep: Class 9 contains 31801 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1687 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96640 members 
Mstep: Class 14 contains 216400 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 17777 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 2423 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 183233 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 2497 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 3647 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 186748 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1298 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 42916 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37481 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185715 members 
Mstep: Class 43 contains 10875 members 
Mstep: Class 44 contains 6303 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8815 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 7861 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 193658 members 
Mstep: Class 65 contains 13286 members 
Mstep: Class 66 contains 47073 members 
Mstep: Class 67 contains 2644 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31425 members 
Mstep: Class 72 contains 159256 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211578 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795368.000000 Penalty: 52089.089844
Iteration 402Q: 80 clusters Score -9.079537e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94284 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 23982 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20913 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25003 members 
Mstep: Class 9 contains 31801 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1690 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96636 members 
Mstep: Class 14 contains 216399 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 17557 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2173 members 
Mstep: Class 23 contains 2415 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182950 members 
Mstep: Class 26 contains 4550 members 
Mstep: Class 27 contains 2497 members 
Mstep: Class 28 contains 42076 members 
Mstep: Class 29 contains 3662 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 187085 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1300 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 43045 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37480 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 185903 members 
Mstep: Class 43 contains 10882 members 
Mstep: Class 44 contains 6261 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8822 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 7748 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 193542 members 
Mstep: Class 65 contains 13162 members 
Mstep: Class 66 contains 46185 members 
Mstep: Class 67 contains 2649 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31425 members 
Mstep: Class 72 contains 160284 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211443 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795352.000000 Penalty: 52089.089844
Iteration 403Q: 80 clusters Score -9.079535e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94266 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 24088 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20919 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25163 members 
Mstep: Class 9 contains 31792 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96634 members 
Mstep: Class 14 contains 216392 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 17325 members 
Mstep: Class 19 contains 1662 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 2406 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182700 members 
Mstep: Class 26 contains 4557 members 
Mstep: Class 27 contains 2499 members 
Mstep: Class 28 contains 42074 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 187319 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1299 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 43162 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37479 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 186120 members 
Mstep: Class 43 contains 10884 members 
Mstep: Class 44 contains 6213 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8826 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 7443 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 193444 members 
Mstep: Class 65 contains 13025 members 
Mstep: Class 66 contains 45406 members 
Mstep: Class 67 contains 2643 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31435 members 
Mstep: Class 72 contains 161342 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211436 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795424.000000 Penalty: 52089.089844
Iteration 404Q: 80 clusters Score -9.079542e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94247 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 24182 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20933 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25387 members 
Mstep: Class 9 contains 31801 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1694 members 
Mstep: Class 12 contains 2304 members 
Mstep: Class 13 contains 96636 members 
Mstep: Class 14 contains 216401 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 1337 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 17081 members 
Mstep: Class 19 contains 1659 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 2399 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 182294 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 2496 members 
Mstep: Class 28 contains 42073 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 187543 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1302 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 43274 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37481 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 186283 members 
Mstep: Class 43 contains 10885 members 
Mstep: Class 44 contains 6164 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8816 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 7280 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 193345 members 
Mstep: Class 65 contains 12897 members 
Mstep: Class 66 contains 44772 members 
Mstep: Class 67 contains 2638 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31434 members 
Mstep: Class 72 contains 162336 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211356 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795576.000000 Penalty: 52089.089844
Iteration 405Q: 80 clusters Score -9.079558e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94222 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 24275 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20939 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25561 members 
Mstep: Class 9 contains 31805 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1695 members 
Mstep: Class 12 contains 2304 members 
Mstep: Class 13 contains 96634 members 
Mstep: Class 14 contains 216425 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 1337 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 16876 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181856 members 
Mstep: Class 26 contains 4555 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 42072 members 
Mstep: Class 29 contains 3676 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 187720 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1302 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 43365 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37487 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 186452 members 
Mstep: Class 43 contains 10888 members 
Mstep: Class 44 contains 6110 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8820 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 7061 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 193238 members 
Mstep: Class 65 contains 12798 members 
Mstep: Class 66 contains 44200 members 
Mstep: Class 67 contains 2636 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31467 members 
Mstep: Class 72 contains 163328 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211308 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795720.000000 Penalty: 52089.089844
Iteration 406Q: 80 clusters Score -9.079572e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94191 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 24384 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20944 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25703 members 
Mstep: Class 9 contains 31808 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1698 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96624 members 
Mstep: Class 14 contains 216454 members 
Mstep: Class 15 contains 2837 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 16689 members 
Mstep: Class 19 contains 1651 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2167 members 
Mstep: Class 23 contains 2399 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 181242 members 
Mstep: Class 26 contains 4549 members 
Mstep: Class 27 contains 2482 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 187977 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1303 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 43458 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37488 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 186624 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 6048 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8832 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 6840 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 193120 members 
Mstep: Class 65 contains 12703 members 
Mstep: Class 66 contains 43565 members 
Mstep: Class 67 contains 2633 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31478 members 
Mstep: Class 72 contains 164470 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211301 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795520.000000 Penalty: 52089.089844
Iteration 407Q: 80 clusters Score -9.079552e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94166 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 24492 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20947 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25886 members 
Mstep: Class 9 contains 31824 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1698 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96589 members 
Mstep: Class 14 contains 216482 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 1337 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 16482 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 2397 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 180525 members 
Mstep: Class 26 contains 4542 members 
Mstep: Class 27 contains 2478 members 
Mstep: Class 28 contains 42082 members 
Mstep: Class 29 contains 3700 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 188181 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 43548 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37497 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 186763 members 
Mstep: Class 43 contains 10886 members 
Mstep: Class 44 contains 6008 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8858 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 6851 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 193006 members 
Mstep: Class 65 contains 12640 members 
Mstep: Class 66 contains 43141 members 
Mstep: Class 67 contains 2632 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31462 members 
Mstep: Class 72 contains 165448 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211156 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795824.000000 Penalty: 52089.089844
Iteration 408Q: 80 clusters Score -9.079582e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94148 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 24600 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20944 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26099 members 
Mstep: Class 9 contains 31836 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96553 members 
Mstep: Class 14 contains 216503 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 16269 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 179909 members 
Mstep: Class 26 contains 4538 members 
Mstep: Class 27 contains 2473 members 
Mstep: Class 28 contains 42081 members 
Mstep: Class 29 contains 3720 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 188425 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1302 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5747 members 
Mstep: Class 37 contains 43646 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37509 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 186848 members 
Mstep: Class 43 contains 10881 members 
Mstep: Class 44 contains 5968 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8879 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 6549 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 192879 members 
Mstep: Class 65 contains 12609 members 
Mstep: Class 66 contains 42713 members 
Mstep: Class 67 contains 2634 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31455 members 
Mstep: Class 72 contains 166470 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211154 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795728.000000 Penalty: 52089.089844
Iteration 409Q: 80 clusters Score -9.079573e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94136 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 24707 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20949 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26300 members 
Mstep: Class 9 contains 31843 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 96525 members 
Mstep: Class 14 contains 216527 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 16083 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 2389 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 178982 members 
Mstep: Class 26 contains 4540 members 
Mstep: Class 27 contains 2469 members 
Mstep: Class 28 contains 42069 members 
Mstep: Class 29 contains 3742 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 188575 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1302 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5747 members 
Mstep: Class 37 contains 43736 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37511 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 186936 members 
Mstep: Class 43 contains 10882 members 
Mstep: Class 44 contains 5947 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8900 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 6561 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 192752 members 
Mstep: Class 65 contains 12573 members 
Mstep: Class 66 contains 42471 members 
Mstep: Class 67 contains 2637 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31454 members 
Mstep: Class 72 contains 167468 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211038 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795968.000000 Penalty: 52089.089844
Iteration 410Q: 80 clusters Score -9.079597e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94121 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 24832 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20953 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26493 members 
Mstep: Class 9 contains 31851 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 96478 members 
Mstep: Class 14 contains 216549 members 
Mstep: Class 15 contains 2835 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 15908 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2127 members 
Mstep: Class 23 contains 2386 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 178154 members 
Mstep: Class 26 contains 4540 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 42055 members 
Mstep: Class 29 contains 3749 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 188778 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1306 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5747 members 
Mstep: Class 37 contains 43841 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37512 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 187024 members 
Mstep: Class 43 contains 10886 members 
Mstep: Class 44 contains 5921 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8919 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 6363 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 192651 members 
Mstep: Class 65 contains 12544 members 
Mstep: Class 66 contains 42208 members 
Mstep: Class 67 contains 2635 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31426 members 
Mstep: Class 72 contains 168407 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211053 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796112.000000 Penalty: 52089.089844
Iteration 411Q: 80 clusters Score -9.079611e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94104 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 24970 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20956 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26683 members 
Mstep: Class 9 contains 31858 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1701 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96449 members 
Mstep: Class 14 contains 216571 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 15726 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2124 members 
Mstep: Class 23 contains 2384 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 177211 members 
Mstep: Class 26 contains 4541 members 
Mstep: Class 27 contains 2470 members 
Mstep: Class 28 contains 42049 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 189069 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1308 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5747 members 
Mstep: Class 37 contains 43949 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37513 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 187124 members 
Mstep: Class 43 contains 10892 members 
Mstep: Class 44 contains 5890 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8930 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 6166 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 192491 members 
Mstep: Class 65 contains 12509 members 
Mstep: Class 66 contains 41871 members 
Mstep: Class 67 contains 2633 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31423 members 
Mstep: Class 72 contains 169393 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211113 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796152.000000 Penalty: 52089.089844
Iteration 412Q: 80 clusters Score -9.079615e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94089 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 25083 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20952 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26895 members 
Mstep: Class 9 contains 31883 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96411 members 
Mstep: Class 14 contains 216580 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 15549 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2117 members 
Mstep: Class 23 contains 2380 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 176221 members 
Mstep: Class 26 contains 4540 members 
Mstep: Class 27 contains 2469 members 
Mstep: Class 28 contains 42045 members 
Mstep: Class 29 contains 3770 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 189309 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 1306 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44040 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37513 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 187245 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 5850 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8936 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 5957 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 192362 members 
Mstep: Class 65 contains 12473 members 
Mstep: Class 66 contains 41594 members 
Mstep: Class 67 contains 2632 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31460 members 
Mstep: Class 72 contains 170385 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211188 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796528.000000 Penalty: 52089.089844
Iteration 413Q: 80 clusters Score -9.079653e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94065 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 25190 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20952 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27094 members 
Mstep: Class 9 contains 31909 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 96377 members 
Mstep: Class 14 contains 216588 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 2372 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 175089 members 
Mstep: Class 26 contains 4538 members 
Mstep: Class 27 contains 2469 members 
Mstep: Class 28 contains 42049 members 
Mstep: Class 29 contains 3778 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 189521 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 1307 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44118 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37513 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 187390 members 
Mstep: Class 43 contains 10884 members 
Mstep: Class 44 contains 5814 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8931 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 5869 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 192260 members 
Mstep: Class 65 contains 12449 members 
Mstep: Class 66 contains 41428 members 
Mstep: Class 67 contains 2638 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31467 members 
Mstep: Class 72 contains 171377 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211213 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797152.000000 Penalty: 52089.089844
Iteration 414Q: 80 clusters Score -9.079715e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94033 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 25320 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20952 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27252 members 
Mstep: Class 9 contains 31934 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1704 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96339 members 
Mstep: Class 14 contains 216587 members 
Mstep: Class 15 contains 2832 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 15142 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2101 members 
Mstep: Class 23 contains 2366 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 174068 members 
Mstep: Class 26 contains 4535 members 
Mstep: Class 27 contains 2468 members 
Mstep: Class 28 contains 42052 members 
Mstep: Class 29 contains 3787 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 189667 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 1307 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44183 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37510 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 187590 members 
Mstep: Class 43 contains 10885 members 
Mstep: Class 44 contains 5791 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8942 members 
Mstep: Class 48 contains 448 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 5715 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 192147 members 
Mstep: Class 65 contains 12421 members 
Mstep: Class 66 contains 41398 members 
Mstep: Class 67 contains 2639 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31461 members 
Mstep: Class 72 contains 172237 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211300 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797168.000000 Penalty: 52089.089844
Iteration 415Q: 80 clusters Score -9.079717e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94017 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 25445 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20953 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27507 members 
Mstep: Class 9 contains 31958 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1705 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96310 members 
Mstep: Class 14 contains 216604 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 14921 members 
Mstep: Class 19 contains 1649 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2094 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 173111 members 
Mstep: Class 26 contains 4528 members 
Mstep: Class 27 contains 2472 members 
Mstep: Class 28 contains 42060 members 
Mstep: Class 29 contains 3802 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 189804 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 1307 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44245 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37511 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 187742 members 
Mstep: Class 43 contains 10885 members 
Mstep: Class 44 contains 5759 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8951 members 
Mstep: Class 48 contains 449 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 5554 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 192024 members 
Mstep: Class 65 contains 12373 members 
Mstep: Class 66 contains 41358 members 
Mstep: Class 67 contains 2637 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31464 members 
Mstep: Class 72 contains 172967 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211400 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796776.000000 Penalty: 52089.089844
Iteration 416Q: 80 clusters Score -9.079678e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93985 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 25558 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20947 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27783 members 
Mstep: Class 9 contains 31983 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1707 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 96294 members 
Mstep: Class 14 contains 216620 members 
Mstep: Class 15 contains 2832 members 
Mstep: Class 16 contains 1329 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 14731 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2093 members 
Mstep: Class 23 contains 2364 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 172003 members 
Mstep: Class 26 contains 4526 members 
Mstep: Class 27 contains 2475 members 
Mstep: Class 28 contains 42060 members 
Mstep: Class 29 contains 3822 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 189944 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1307 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44325 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37511 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 187892 members 
Mstep: Class 43 contains 10887 members 
Mstep: Class 44 contains 5727 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8948 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 5564 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 191919 members 
Mstep: Class 65 contains 12334 members 
Mstep: Class 66 contains 41350 members 
Mstep: Class 67 contains 2632 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31443 members 
Mstep: Class 72 contains 173716 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211388 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796952.000000 Penalty: 52089.089844
Iteration 417Q: 80 clusters Score -9.079695e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93955 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 25656 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20936 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 28033 members 
Mstep: Class 9 contains 32009 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 96278 members 
Mstep: Class 14 contains 216633 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 14551 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 20 contains 789 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2088 members 
Mstep: Class 23 contains 2363 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 170982 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 42064 members 
Mstep: Class 29 contains 3839 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 190056 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1309 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44410 members 
Mstep: Class 38 contains 723 members 
Mstep: Class 39 contains 37509 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 188030 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 5703 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8952 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 5376 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 191815 members 
Mstep: Class 65 contains 12304 members 
Mstep: Class 66 contains 41342 members 
Mstep: Class 67 contains 2625 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31442 members 
Mstep: Class 72 contains 174458 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211524 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797216.000000 Penalty: 52089.089844
Iteration 418Q: 80 clusters Score -9.079722e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93932 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 25773 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20927 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 28279 members 
Mstep: Class 9 contains 32030 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 96264 members 
Mstep: Class 14 contains 216644 members 
Mstep: Class 15 contains 2823 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 14396 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 2362 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 170013 members 
Mstep: Class 26 contains 4525 members 
Mstep: Class 27 contains 2482 members 
Mstep: Class 28 contains 42063 members 
Mstep: Class 29 contains 3853 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 190210 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1307 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44476 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37514 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 188117 members 
Mstep: Class 43 contains 10892 members 
Mstep: Class 44 contains 5680 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8966 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 5095 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 191697 members 
Mstep: Class 65 contains 12284 members 
Mstep: Class 66 contains 41282 members 
Mstep: Class 67 contains 2625 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31437 members 
Mstep: Class 72 contains 175187 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211745 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797464.000000 Penalty: 52089.089844
Iteration 419Q: 80 clusters Score -9.079746e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93916 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 25910 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 28571 members 
Mstep: Class 9 contains 32061 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1718 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 96256 members 
Mstep: Class 14 contains 216648 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 14257 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2072 members 
Mstep: Class 23 contains 2362 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 169041 members 
Mstep: Class 26 contains 4527 members 
Mstep: Class 27 contains 2482 members 
Mstep: Class 28 contains 42070 members 
Mstep: Class 29 contains 3861 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 190395 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1308 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44539 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37516 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 188172 members 
Mstep: Class 43 contains 10888 members 
Mstep: Class 44 contains 5660 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8977 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 4820 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 191575 members 
Mstep: Class 65 contains 12271 members 
Mstep: Class 66 contains 41195 members 
Mstep: Class 67 contains 2624 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31408 members 
Mstep: Class 72 contains 175867 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 211979 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797464.000000 Penalty: 52089.089844
Iteration 420F: 80 clusters Score -9.079746e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93912 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20913 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 28873 members 
Mstep: Class 9 contains 32084 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96237 members 
Mstep: Class 14 contains 216650 members 
Mstep: Class 15 contains 2813 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 14118 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2063 members 
Mstep: Class 23 contains 2361 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 167937 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 2486 members 
Mstep: Class 28 contains 42073 members 
Mstep: Class 29 contains 3870 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 190590 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1307 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44617 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37520 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 188262 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 8983 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 4835 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 191441 members 
Mstep: Class 65 contains 12253 members 
Mstep: Class 66 contains 41125 members 
Mstep: Class 67 contains 2618 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31377 members 
Mstep: Class 72 contains 176430 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212095 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797280.000000 Penalty: 52089.089844
Iteration 421Q: 80 clusters Score -9.079728e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93912 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 26192 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20911 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 29162 members 
Mstep: Class 9 contains 32093 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96217 members 
Mstep: Class 14 contains 216650 members 
Mstep: Class 15 contains 2801 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 13972 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2056 members 
Mstep: Class 23 contains 2363 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 166928 members 
Mstep: Class 26 contains 4527 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 42073 members 
Mstep: Class 29 contains 3881 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 190657 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1309 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44672 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37523 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 188381 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 5634 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9003 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 4595 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 191292 members 
Mstep: Class 65 contains 12232 members 
Mstep: Class 66 contains 41346 members 
Mstep: Class 67 contains 2615 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31349 members 
Mstep: Class 72 contains 176775 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212460 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797152.000000 Penalty: 52089.089844
Iteration 422Q: 80 clusters Score -9.079715e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93892 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 26336 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20907 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 29471 members 
Mstep: Class 9 contains 32096 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1726 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96203 members 
Mstep: Class 14 contains 216657 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 13829 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2052 members 
Mstep: Class 23 contains 2362 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 165861 members 
Mstep: Class 26 contains 4527 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 42076 members 
Mstep: Class 29 contains 3894 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 190739 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1312 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44731 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37521 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 188528 members 
Mstep: Class 43 contains 10881 members 
Mstep: Class 44 contains 5623 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9027 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 4601 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 191106 members 
Mstep: Class 65 contains 12182 members 
Mstep: Class 66 contains 41524 members 
Mstep: Class 67 contains 2610 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31340 members 
Mstep: Class 72 contains 177049 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 212736 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796704.000000 Penalty: 52089.089844
Iteration 423Q: 80 clusters Score -9.07967e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93871 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 26450 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20902 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 29764 members 
Mstep: Class 9 contains 32088 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1726 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96208 members 
Mstep: Class 14 contains 216663 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 13693 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2049 members 
Mstep: Class 23 contains 2360 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 164898 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 2490 members 
Mstep: Class 28 contains 42084 members 
Mstep: Class 29 contains 3920 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 190844 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 44780 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37524 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 188683 members 
Mstep: Class 43 contains 10879 members 
Mstep: Class 44 contains 5618 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9060 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 4377 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 190934 members 
Mstep: Class 65 contains 12142 members 
Mstep: Class 66 contains 41687 members 
Mstep: Class 67 contains 2608 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31305 members 
Mstep: Class 72 contains 177202 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 213239 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796248.000000 Penalty: 52089.089844
Iteration 424Q: 80 clusters Score -9.079625e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 93844 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 26570 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20893 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 30108 members 
Mstep: Class 9 contains 32085 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1727 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96195 members 
Mstep: Class 14 contains 216664 members 
Mstep: Class 15 contains 2791 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 13553 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2049 members 
Mstep: Class 23 contains 2358 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 163903 members 
Mstep: Class 26 contains 4523 members 
Mstep: Class 27 contains 2490 members 
Mstep: Class 28 contains 42086 members 
Mstep: Class 29 contains 3948 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 190975 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1312 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 937 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 44826 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37527 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 188822 members 
Mstep: Class 43 contains 10879 members 
Mstep: Class 44 contains 5614 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9088 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 4145 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 190784 members 
Mstep: Class 65 contains 12113 members 
Mstep: Class 66 contains 41916 members 
Mstep: Class 67 contains 2603 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31239 members 
Mstep: Class 72 contains 177238 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 213812 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796088.000000 Penalty: 52089.089844
Iteration 425Q: 80 clusters Score -9.079609e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 93830 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 26688 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20886 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 30468 members 
Mstep: Class 9 contains 32087 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96183 members 
Mstep: Class 14 contains 216662 members 
Mstep: Class 15 contains 2789 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 13409 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2046 members 
Mstep: Class 23 contains 2354 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 162809 members 
Mstep: Class 26 contains 4521 members 
Mstep: Class 27 contains 2490 members 
Mstep: Class 28 contains 42082 members 
Mstep: Class 29 contains 3978 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 191131 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1312 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 5749 members 
Mstep: Class 37 contains 44855 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37528 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 188988 members 
Mstep: Class 43 contains 10883 members 
Mstep: Class 44 contains 5603 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9114 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 3907 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 190633 members 
Mstep: Class 65 contains 12090 members 
Mstep: Class 66 contains 42140 members 
Mstep: Class 67 contains 2608 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31196 members 
Mstep: Class 72 contains 177171 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 214510 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795776.000000 Penalty: 52089.089844
Iteration 426Q: 80 clusters Score -9.079578e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 93827 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 26814 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20882 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 30824 members 
Mstep: Class 9 contains 32079 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96184 members 
Mstep: Class 14 contains 216653 members 
Mstep: Class 15 contains 2789 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 13281 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 2351 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 161652 members 
Mstep: Class 26 contains 4515 members 
Mstep: Class 27 contains 2491 members 
Mstep: Class 28 contains 42082 members 
Mstep: Class 29 contains 3992 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 191313 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44887 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37527 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 189170 members 
Mstep: Class 43 contains 10888 members 
Mstep: Class 44 contains 5594 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9139 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 3749 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 190485 members 
Mstep: Class 65 contains 12064 members 
Mstep: Class 66 contains 42316 members 
Mstep: Class 67 contains 2611 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31162 members 
Mstep: Class 72 contains 177016 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 215259 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795448.000000 Penalty: 52089.089844
Iteration 427Q: 80 clusters Score -9.079545e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 93816 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 26938 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31322 members 
Mstep: Class 9 contains 32068 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96188 members 
Mstep: Class 14 contains 216639 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 13164 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 160430 members 
Mstep: Class 26 contains 4503 members 
Mstep: Class 27 contains 2492 members 
Mstep: Class 28 contains 42084 members 
Mstep: Class 29 contains 4014 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 191542 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 44903 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37532 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 189294 members 
Mstep: Class 43 contains 10892 members 
Mstep: Class 44 contains 5583 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9163 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 3557 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 190330 members 
Mstep: Class 65 contains 12057 members 
Mstep: Class 66 contains 42375 members 
Mstep: Class 67 contains 2613 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31123 members 
Mstep: Class 72 contains 176857 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 216090 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795080.000000 Penalty: 52089.089844
Iteration 428Q: 80 clusters Score -9.079508e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 93822 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 27089 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31872 members 
Mstep: Class 9 contains 32053 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96221 members 
Mstep: Class 14 contains 216624 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 13061 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 2047 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 159335 members 
Mstep: Class 26 contains 4492 members 
Mstep: Class 27 contains 2494 members 
Mstep: Class 28 contains 42084 members 
Mstep: Class 29 contains 4026 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 191703 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 5747 members 
Mstep: Class 37 contains 44943 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37532 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 189361 members 
Mstep: Class 43 contains 10893 members 
Mstep: Class 44 contains 5579 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9181 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 3278 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 190142 members 
Mstep: Class 65 contains 12048 members 
Mstep: Class 66 contains 42529 members 
Mstep: Class 67 contains 2614 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31091 members 
Mstep: Class 72 contains 176520 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 216979 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794504.000000 Penalty: 52089.089844
Iteration 429Q: 80 clusters Score -9.07945e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 93840 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 27219 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 32436 members 
Mstep: Class 9 contains 32043 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96262 members 
Mstep: Class 14 contains 216626 members 
Mstep: Class 15 contains 2801 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12961 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2044 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 158114 members 
Mstep: Class 26 contains 4479 members 
Mstep: Class 27 contains 2496 members 
Mstep: Class 28 contains 42081 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 191944 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 5746 members 
Mstep: Class 37 contains 44983 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 189416 members 
Mstep: Class 43 contains 10893 members 
Mstep: Class 44 contains 5568 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9190 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 3202 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 189973 members 
Mstep: Class 65 contains 12051 members 
Mstep: Class 66 contains 42539 members 
Mstep: Class 67 contains 2615 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31039 members 
Mstep: Class 72 contains 176229 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 217783 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793968.000000 Penalty: 52089.089844
Iteration 430Q: 80 clusters Score -9.079397e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93844 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 27345 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 32997 members 
Mstep: Class 9 contains 32036 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1746 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 96293 members 
Mstep: Class 14 contains 216644 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12867 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2046 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 156832 members 
Mstep: Class 26 contains 4474 members 
Mstep: Class 27 contains 2496 members 
Mstep: Class 28 contains 42097 members 
Mstep: Class 29 contains 4062 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 192171 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 5746 members 
Mstep: Class 37 contains 45019 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37533 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 189497 members 
Mstep: Class 43 contains 10894 members 
Mstep: Class 44 contains 5561 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9195 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 2831 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 189812 members 
Mstep: Class 65 contains 12047 members 
Mstep: Class 66 contains 42540 members 
Mstep: Class 67 contains 2613 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 31008 members 
Mstep: Class 72 contains 175904 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 218939 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793392.000000 Penalty: 52089.089844
Iteration 431Q: 80 clusters Score -9.079339e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93847 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 27466 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20873 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 33559 members 
Mstep: Class 9 contains 32046 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 96315 members 
Mstep: Class 14 contains 216656 members 
Mstep: Class 15 contains 2804 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12773 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2049 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 155432 members 
Mstep: Class 26 contains 4468 members 
Mstep: Class 27 contains 2498 members 
Mstep: Class 28 contains 42107 members 
Mstep: Class 29 contains 4076 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 192355 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 5745 members 
Mstep: Class 37 contains 45060 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37534 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 189547 members 
Mstep: Class 43 contains 10894 members 
Mstep: Class 44 contains 5556 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9195 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 2499 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 189639 members 
Mstep: Class 65 contains 12048 members 
Mstep: Class 66 contains 42636 members 
Mstep: Class 67 contains 2611 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30992 members 
Mstep: Class 72 contains 175568 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 220186 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792472.000000 Penalty: 52089.089844
Iteration 432Q: 80 clusters Score -9.079247e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93842 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 27604 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20874 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 34213 members 
Mstep: Class 9 contains 32071 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 96337 members 
Mstep: Class 14 contains 216671 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12699 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2052 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 153933 members 
Mstep: Class 26 contains 4467 members 
Mstep: Class 27 contains 2497 members 
Mstep: Class 28 contains 42109 members 
Mstep: Class 29 contains 4084 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 192566 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 5745 members 
Mstep: Class 37 contains 45110 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37538 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 189538 members 
Mstep: Class 43 contains 10904 members 
Mstep: Class 44 contains 5548 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9202 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 2153 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 189464 members 
Mstep: Class 65 contains 12039 members 
Mstep: Class 66 contains 42677 members 
Mstep: Class 67 contains 2607 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30967 members 
Mstep: Class 72 contains 175250 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 221481 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791584.000000 Penalty: 52089.089844
Iteration 433Q: 80 clusters Score -9.079158e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 93836 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 27746 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20874 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 34839 members 
Mstep: Class 9 contains 32080 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 96353 members 
Mstep: Class 14 contains 216677 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12625 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2052 members 
Mstep: Class 23 contains 2332 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 152533 members 
Mstep: Class 26 contains 4471 members 
Mstep: Class 27 contains 2493 members 
Mstep: Class 28 contains 42103 members 
Mstep: Class 29 contains 4096 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 192798 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45163 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37542 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 189558 members 
Mstep: Class 43 contains 10914 members 
Mstep: Class 44 contains 5538 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9209 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 1943 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 189262 members 
Mstep: Class 65 contains 12040 members 
Mstep: Class 66 contains 42623 members 
Mstep: Class 67 contains 2606 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30971 members 
Mstep: Class 72 contains 174905 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 222644 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790696.000000 Penalty: 52089.089844
Iteration 434Q: 80 clusters Score -9.07907e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 93827 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 27896 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20872 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 35513 members 
Mstep: Class 9 contains 32092 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1753 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 96363 members 
Mstep: Class 14 contains 216684 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12529 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2054 members 
Mstep: Class 23 contains 2332 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 151170 members 
Mstep: Class 26 contains 4485 members 
Mstep: Class 27 contains 2491 members 
Mstep: Class 28 contains 42095 members 
Mstep: Class 29 contains 4104 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 192996 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 936 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45229 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37544 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 189569 members 
Mstep: Class 43 contains 10919 members 
Mstep: Class 44 contains 5529 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9223 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 1669 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 189055 members 
Mstep: Class 65 contains 12034 members 
Mstep: Class 66 contains 42657 members 
Mstep: Class 67 contains 2602 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30967 members 
Mstep: Class 72 contains 174426 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 223892 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790128.000000 Penalty: 52089.089844
Iteration 435Q: 80 clusters Score -9.079013e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 93813 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20874 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 36302 members 
Mstep: Class 9 contains 32104 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 96371 members 
Mstep: Class 14 contains 216699 members 
Mstep: Class 15 contains 2794 members 
Mstep: Class 16 contains 1322 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12475 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 2330 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 149755 members 
Mstep: Class 26 contains 4488 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 42101 members 
Mstep: Class 29 contains 4115 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193167 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45282 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37544 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1400 members 
Mstep: Class 42 contains 189523 members 
Mstep: Class 43 contains 10921 members 
Mstep: Class 44 contains 5518 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9244 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 1507 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 188883 members 
Mstep: Class 65 contains 12023 members 
Mstep: Class 66 contains 42668 members 
Mstep: Class 67 contains 2599 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30941 members 
Mstep: Class 72 contains 173923 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 225057 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90789552.000000 Penalty: 52089.089844
Iteration 436Q: 80 clusters Score -9.078955e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 93809 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 28181 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20876 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 37169 members 
Mstep: Class 9 contains 32105 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1759 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 96395 members 
Mstep: Class 14 contains 216718 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12429 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2060 members 
Mstep: Class 23 contains 2329 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 148335 members 
Mstep: Class 26 contains 4497 members 
Mstep: Class 27 contains 2490 members 
Mstep: Class 28 contains 42109 members 
Mstep: Class 29 contains 4133 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193354 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45333 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37543 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189483 members 
Mstep: Class 43 contains 10934 members 
Mstep: Class 44 contains 5502 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9260 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 1330 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 188708 members 
Mstep: Class 65 contains 12014 members 
Mstep: Class 66 contains 42645 members 
Mstep: Class 67 contains 2594 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30922 members 
Mstep: Class 72 contains 173364 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 226197 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90788984.000000 Penalty: 52089.089844
Iteration 437Q: 80 clusters Score -9.078898e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 93812 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 28308 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20877 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 38086 members 
Mstep: Class 9 contains 32114 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 96409 members 
Mstep: Class 14 contains 216736 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12385 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2066 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 146954 members 
Mstep: Class 26 contains 4502 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 42104 members 
Mstep: Class 29 contains 4150 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193521 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45366 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37550 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189428 members 
Mstep: Class 43 contains 10940 members 
Mstep: Class 44 contains 5495 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9280 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 1128 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 188541 members 
Mstep: Class 65 contains 12003 members 
Mstep: Class 66 contains 42620 members 
Mstep: Class 67 contains 2592 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30916 members 
Mstep: Class 72 contains 172714 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 227408 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90788128.000000 Penalty: 52089.089844
Iteration 438Q: 80 clusters Score -9.078813e+07 nChanged 5253
Entering ConstructFrom: 
Score: -90788128.000000 Penalty: 52089.089844
Entering ConstructFrom: 
Trying to split cluster 1 (7021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Entering Unmasked Estep 
Score: -351469.562500 Penalty: 402.978058
	Iteration 0F: 2 clusters Score -351469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -346792.062500 Penalty: 805.956116
	Iteration 0F: 3 clusters Score -346792.1 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -348895.625000 Penalty: 805.956116
	Iteration 1F: 3 clusters Score -348895.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -349194.281250 Penalty: 805.956116
	Iteration 2F: 3 clusters Score -349194.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -349443.718750 Penalty: 805.956116
	Iteration 3F: 3 clusters Score -349443.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -349655.250000 Penalty: 805.956116
	Iteration 4F: 3 clusters Score -349655.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -349811.250000 Penalty: 805.956116
	Iteration 5Q: 3 clusters Score -349811.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -349933.187500 Penalty: 805.956116
	Iteration 6Q: 3 clusters Score -349933.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -350035.468750 Penalty: 805.956116
	Iteration 7Q: 3 clusters Score -350035.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -350114.562500 Penalty: 805.956116
	Iteration 8Q: 3 clusters Score -350114.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -350159.062500 Penalty: 805.956116
	Iteration 9Q: 3 clusters Score -350159.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -350192.093750 Penalty: 805.956116
	Iteration 10Q: 3 clusters Score -350192.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -350224.562500 Penalty: 805.956116
	Iteration 11Q: 3 clusters Score -350224.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -350245.218750 Penalty: 805.956116
	Iteration 12Q: 3 clusters Score -350245.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -350263.343750 Penalty: 805.956116
	Iteration 13Q: 3 clusters Score -350263.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -350276.812500 Penalty: 805.956116
	Iteration 14Q: 3 clusters Score -350276.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -350288.500000 Penalty: 805.956116
	Iteration 15Q: 3 clusters Score -350288.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -350300.687500 Penalty: 805.956116
	Iteration 16Q: 3 clusters Score -350300.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -350314.875000 Penalty: 805.956116
	Iteration 17Q: 3 clusters Score -350314.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -350329.781250 Penalty: 805.956116
	Iteration 18Q: 3 clusters Score -350329.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -350351.343750 Penalty: 805.956116
	Iteration 19Q: 3 clusters Score -350351.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -350370.937500 Penalty: 805.956116
	Iteration 20F: 3 clusters Score -350370.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -350386.281250 Penalty: 805.956116
	Iteration 21Q: 3 clusters Score -350386.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -350401.062500 Penalty: 805.956116
	Iteration 22Q: 3 clusters Score -350401.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -350409.750000 Penalty: 805.956116
	Iteration 23Q: 3 clusters Score -350409.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -350415.687500 Penalty: 805.956116
	Iteration 24Q: 3 clusters Score -350415.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -350423.812500 Penalty: 805.956116
	Iteration 25Q: 3 clusters Score -350423.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -350430.156250 Penalty: 805.956116
	Iteration 26Q: 3 clusters Score -350430.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -350433.031250 Penalty: 805.956116
	Iteration 27Q: 3 clusters Score -350433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -350434.968750 Penalty: 805.956116
	Iteration 28Q: 3 clusters Score -350435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -350437.718750 Penalty: 805.956116
	Iteration 29Q: 3 clusters Score -350437.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -350440.406250 Penalty: 805.956116
	Iteration 30Q: 3 clusters Score -350440.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -350441.875000 Penalty: 805.956116
	Iteration 31Q: 3 clusters Score -350441.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -350443.562500 Penalty: 805.956116
	Iteration 32Q: 3 clusters Score -350443.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -350445.250000 Penalty: 805.956116
	Iteration 33Q: 3 clusters Score -350445.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -350447.375000 Penalty: 805.956116
	Iteration 34Q: 3 clusters Score -350447.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -350450.281250 Penalty: 805.956116
	Iteration 35Q: 3 clusters Score -350450.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -350451.218750 Penalty: 805.956116
	Iteration 36Q: 3 clusters Score -350451.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -350453.031250 Penalty: 805.956116
	Iteration 37Q: 3 clusters Score -350453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -350455.437500 Penalty: 805.956116
	Iteration 38Q: 3 clusters Score -350455.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -350455.156250 Penalty: 805.956116
	Iteration 39Q: 3 clusters Score -350455.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -350455.375000 Penalty: 805.956116
	Iteration 40F: 3 clusters Score -350455.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -350456.093750 Penalty: 805.956116
	Iteration 41Q: 3 clusters Score -350456.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -350457.218750 Penalty: 805.956116
	Iteration 42Q: 3 clusters Score -350457.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -350459.781250 Penalty: 805.956116
	Iteration 43Q: 3 clusters Score -350459.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -350460.906250 Penalty: 805.956116
	Iteration 44Q: 3 clusters Score -350460.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -350460.812500 Penalty: 805.956116
	Iteration 45Q: 3 clusters Score -350460.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -350462.625000 Penalty: 805.956116
	Iteration 46Q: 3 clusters Score -350462.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -350463.375000 Penalty: 805.956116
	Iteration 47Q: 3 clusters Score -350463.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -350465.281250 Penalty: 805.956116
	Iteration 48Q: 3 clusters Score -350465.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -350465.625000 Penalty: 805.956116
	Iteration 49Q: 3 clusters Score -350465.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -350466.718750 Penalty: 805.956116
	Iteration 50Q: 3 clusters Score -350466.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -350469.750000 Penalty: 805.956116
	Iteration 51Q: 3 clusters Score -350469.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -350470.375000 Penalty: 805.956116
	Iteration 52Q: 3 clusters Score -350470.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -350473.625000 Penalty: 805.956116
	Iteration 53Q: 3 clusters Score -350473.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -350476.406250 Penalty: 805.956116
	Iteration 54Q: 3 clusters Score -350476.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -350477.000000 Penalty: 805.956116
	Iteration 55Q: 3 clusters Score -350477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -350478.187500 Penalty: 805.956116
	Iteration 56Q: 3 clusters Score -350478.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -350480.968750 Penalty: 805.956116
	Iteration 57Q: 3 clusters Score -350481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -350481.781250 Penalty: 805.956116
	Iteration 58Q: 3 clusters Score -350481.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -350483.437500 Penalty: 805.956116
	Iteration 59Q: 3 clusters Score -350483.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -350486.656250 Penalty: 805.956116
	Iteration 60F: 3 clusters Score -350486.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -350488.500000 Penalty: 805.956116
	Iteration 61Q: 3 clusters Score -350488.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -350489.843750 Penalty: 805.956116
	Iteration 62Q: 3 clusters Score -350489.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -350490.906250 Penalty: 805.956116
	Iteration 63Q: 3 clusters Score -350490.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -350491.125000 Penalty: 805.956116
	Iteration 64Q: 3 clusters Score -350491.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -350491.375000 Penalty: 805.956116
	Iteration 65Q: 3 clusters Score -350491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -350491.406250 Penalty: 805.956116
	Iteration 66Q: 3 clusters Score -350491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -350491.593750 Penalty: 805.956116
	Iteration 67Q: 3 clusters Score -350491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -350491.687500 Penalty: 805.956116
	Iteration 68Q: 3 clusters Score -350491.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -350493.250000 Penalty: 805.956116
	Iteration 69Q: 3 clusters Score -350493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -350493.687500 Penalty: 805.956116
	Iteration 70Q: 3 clusters Score -350493.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -350494.468750 Penalty: 805.956116
	Iteration 71Q: 3 clusters Score -350494.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -350495.781250 Penalty: 805.956116
	Iteration 72Q: 3 clusters Score -350495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -350496.812500 Penalty: 805.956116
	Iteration 73Q: 3 clusters Score -350496.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -350496.718750 Penalty: 805.956116
	Iteration 74Q: 3 clusters Score -350496.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -350498.656250 Penalty: 805.956116
	Iteration 75Q: 3 clusters Score -350498.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -350498.781250 Penalty: 805.956116
	Iteration 76Q: 3 clusters Score -350498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -350498.593750 Penalty: 805.956116
	Iteration 77Q: 3 clusters Score -350498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -350499.531250 Penalty: 805.956116
	Iteration 78Q: 3 clusters Score -350499.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -350500.406250 Penalty: 805.956116
	Iteration 79Q: 3 clusters Score -350500.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -350500.968750 Penalty: 805.956116
	Iteration 80F: 3 clusters Score -350501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -350500.937500 Penalty: 805.956116
	Iteration 81Q: 3 clusters Score -350500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -350501.156250 Penalty: 805.956116
	Iteration 82Q: 3 clusters Score -350501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -350501.500000 Penalty: 805.956116
	Iteration 83Q: 3 clusters Score -350501.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -350501.968750 Penalty: 805.956116
	Iteration 84Q: 3 clusters Score -350502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -350502.406250 Penalty: 805.956116
	Iteration 85Q: 3 clusters Score -350502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -350502.843750 Penalty: 805.956116
	Iteration 86Q: 3 clusters Score -350502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -350503.875000 Penalty: 805.956116
	Iteration 87Q: 3 clusters Score -350503.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -350504.406250 Penalty: 805.956116
	Iteration 88Q: 3 clusters Score -350504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -350505.156250 Penalty: 805.956116
	Iteration 89Q: 3 clusters Score -350505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -350504.781250 Penalty: 805.956116
	Iteration 90Q: 3 clusters Score -350504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -350505.031250 Penalty: 805.956116
	Iteration 91Q: 3 clusters Score -350505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -350504.875000 Penalty: 805.956116
	Iteration 92Q: 3 clusters Score -350504.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -350504.687500 Penalty: 805.956116
	Iteration 93Q: 3 clusters Score -350504.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -350505.718750 Penalty: 805.956116
	Iteration 94Q: 3 clusters Score -350505.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -350507.375000 Penalty: 805.956116
	Iteration 95Q: 3 clusters Score -350507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -350506.281250 Penalty: 805.956116
	Iteration 96Q: 3 clusters Score -350506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -350506.625000 Penalty: 805.956116
	Iteration 97Q: 3 clusters Score -350506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -350507.000000 Penalty: 805.956116
	Iteration 98Q: 3 clusters Score -350507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -350506.687500 Penalty: 805.956116
	Iteration 99Q: 3 clusters Score -350506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -350506.468750 Penalty: 805.956116
	Iteration 100F: 3 clusters Score -350506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -350506.843750 Penalty: 805.956116
	Iteration 101Q: 3 clusters Score -350506.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -350507.562500 Penalty: 805.956116
	Iteration 102Q: 3 clusters Score -350507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -350507.343750 Penalty: 805.956116
	Iteration 103Q: 3 clusters Score -350507.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -350507.343750 Penalty: 805.956116
	Iteration 104F: 3 clusters Score -350507.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93820 members 
Entering Unmasked Estep 
Score: -4512219.500000 Penalty: 520.935547
	Iteration 0F: 2 clusters Score -4512220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -4448717.500000 Penalty: 1041.871094
	Iteration 0F: 3 clusters Score -4448718 nChanged 46061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -4475769.000000 Penalty: 1041.871094
	Iteration 1F: 3 clusters Score -4475769 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -4476923.500000 Penalty: 1041.871094
	Iteration 2Q: 3 clusters Score -4476924 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -4479096.000000 Penalty: 1041.871094
	Iteration 3Q: 3 clusters Score -4479096 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -4483064.000000 Penalty: 1041.871094
	Iteration 4F: 3 clusters Score -4483064 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -4488878.500000 Penalty: 1041.871094
	Iteration 5F: 3 clusters Score -4488878 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -4495318.000000 Penalty: 1041.871094
	Iteration 6F: 3 clusters Score -4495318 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4500279.500000 Penalty: 1041.871094
	Iteration 7F: 3 clusters Score -4500280 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77041 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4502969.000000 Penalty: 1041.871094
	Iteration 8Q: 3 clusters Score -4502969 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -4504418.000000 Penalty: 1041.871094
	Iteration 9Q: 3 clusters Score -4504418 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -4505579.000000 Penalty: 1041.871094
	Iteration 10Q: 3 clusters Score -4505579 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4506612.000000 Penalty: 1041.871094
	Iteration 11Q: 3 clusters Score -4506612 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -4507549.000000 Penalty: 1041.871094
	Iteration 12Q: 3 clusters Score -4507549 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -4508360.000000 Penalty: 1041.871094
	Iteration 13Q: 3 clusters Score -4508360 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85984 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -4509021.500000 Penalty: 1041.871094
	Iteration 14Q: 3 clusters Score -4509022 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4509538.500000 Penalty: 1041.871094
	Iteration 15Q: 3 clusters Score -4509538 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87628 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -4509926.000000 Penalty: 1041.871094
	Iteration 16Q: 3 clusters Score -4509926 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -4510252.000000 Penalty: 1041.871094
	Iteration 17Q: 3 clusters Score -4510252 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4510461.500000 Penalty: 1041.871094
	Iteration 18Q: 3 clusters Score -4510462 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -4510672.500000 Penalty: 1041.871094
	Iteration 19Q: 3 clusters Score -4510672 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4510835.000000 Penalty: 1041.871094
	Iteration 20F: 3 clusters Score -4510835 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4510977.000000 Penalty: 1041.871094
	Iteration 21Q: 3 clusters Score -4510977 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4511106.500000 Penalty: 1041.871094
	Iteration 22Q: 3 clusters Score -4511106 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4511214.500000 Penalty: 1041.871094
	Iteration 23Q: 3 clusters Score -4511214 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4511316.000000 Penalty: 1041.871094
	Iteration 24Q: 3 clusters Score -4511316 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4511388.000000 Penalty: 1041.871094
	Iteration 25Q: 3 clusters Score -4511388 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4511446.000000 Penalty: 1041.871094
	Iteration 26Q: 3 clusters Score -4511446 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4511504.500000 Penalty: 1041.871094
	Iteration 27Q: 3 clusters Score -4511504 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4511542.000000 Penalty: 1041.871094
	Iteration 28Q: 3 clusters Score -4511542 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92040 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4511596.500000 Penalty: 1041.871094
	Iteration 29Q: 3 clusters Score -4511596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4511623.000000 Penalty: 1041.871094
	Iteration 30Q: 3 clusters Score -4511623 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4511659.500000 Penalty: 1041.871094
	Iteration 31Q: 3 clusters Score -4511660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4511674.500000 Penalty: 1041.871094
	Iteration 32Q: 3 clusters Score -4511674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4511690.500000 Penalty: 1041.871094
	Iteration 33Q: 3 clusters Score -4511690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4511690.500000 Penalty: 1041.871094
	Iteration 34Q: 3 clusters Score -4511690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92505 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4511711.000000 Penalty: 1041.871094
	Iteration 35Q: 3 clusters Score -4511711 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4511729.000000 Penalty: 1041.871094
	Iteration 36Q: 3 clusters Score -4511729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4511724.000000 Penalty: 1041.871094
	Iteration 37Q: 3 clusters Score -4511724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4511720.500000 Penalty: 1041.871094
	Iteration 38Q: 3 clusters Score -4511720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4511730.500000 Penalty: 1041.871094
	Iteration 39Q: 3 clusters Score -4511730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4511726.000000 Penalty: 1041.871094
	Iteration 40F: 3 clusters Score -4511726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4511731.500000 Penalty: 1041.871094
	Iteration 41Q: 3 clusters Score -4511732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4511736.500000 Penalty: 1041.871094
	Iteration 42Q: 3 clusters Score -4511736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4511741.000000 Penalty: 1041.871094
	Iteration 43Q: 3 clusters Score -4511741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4511742.000000 Penalty: 1041.871094
	Iteration 44Q: 3 clusters Score -4511742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4511737.000000 Penalty: 1041.871094
	Iteration 45Q: 3 clusters Score -4511737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4511749.500000 Penalty: 1041.871094
	Iteration 46Q: 3 clusters Score -4511750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4511751.500000 Penalty: 1041.871094
	Iteration 47Q: 3 clusters Score -4511752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4511751.500000 Penalty: 1041.871094
	Iteration 48Q: 3 clusters Score -4511752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4511754.500000 Penalty: 1041.871094
	Iteration 49Q: 3 clusters Score -4511754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4511755.500000 Penalty: 1041.871094
	Iteration 50Q: 3 clusters Score -4511756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4511758.000000 Penalty: 1041.871094
	Iteration 51Q: 3 clusters Score -4511758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92798 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4511757.500000 Penalty: 1041.871094
	Iteration 52Q: 3 clusters Score -4511758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4511768.000000 Penalty: 1041.871094
	Iteration 53Q: 3 clusters Score -4511768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4511778.000000 Penalty: 1041.871094
	Iteration 54Q: 3 clusters Score -4511778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4511779.000000 Penalty: 1041.871094
	Iteration 55Q: 3 clusters Score -4511779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4511778.500000 Penalty: 1041.871094
	Iteration 56Q: 3 clusters Score -4511778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92875 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4511790.500000 Penalty: 1041.871094
	Iteration 57Q: 3 clusters Score -4511790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4511791.000000 Penalty: 1041.871094
	Iteration 58Q: 3 clusters Score -4511791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92899 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4511789.500000 Penalty: 1041.871094
	Iteration 59Q: 3 clusters Score -4511790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92906 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4511795.000000 Penalty: 1041.871094
	Iteration 60F: 3 clusters Score -4511795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4511799.500000 Penalty: 1041.871094
	Iteration 61Q: 3 clusters Score -4511800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4511798.500000 Penalty: 1041.871094
	Iteration 62Q: 3 clusters Score -4511798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4511794.500000 Penalty: 1041.871094
	Iteration 63Q: 3 clusters Score -4511794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4511805.500000 Penalty: 1041.871094
	Iteration 64Q: 3 clusters Score -4511806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4511807.500000 Penalty: 1041.871094
	Iteration 65Q: 3 clusters Score -4511808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4511806.500000 Penalty: 1041.871094
	Iteration 66Q: 3 clusters Score -4511806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4511810.000000 Penalty: 1041.871094
	Iteration 67Q: 3 clusters Score -4511810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4511811.500000 Penalty: 1041.871094
	Iteration 68Q: 3 clusters Score -4511812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4511811.500000 Penalty: 1041.871094
	Iteration 69Q: 3 clusters Score -4511812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4511811.500000 Penalty: 1041.871094
	Iteration 70F: 3 clusters Score -4511812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -68130.007812 Penalty: 330.545227
	Iteration 0F: 2 clusters Score -68130.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -67070.085938 Penalty: 661.090454
	Iteration 0F: 3 clusters Score -67070.09 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -67434.875000 Penalty: 661.090454
	Iteration 1F: 3 clusters Score -67434.88 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67521.421875 Penalty: 661.090454
	Iteration 2F: 3 clusters Score -67521.42 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67587.960938 Penalty: 661.090454
	Iteration 3F: 3 clusters Score -67587.96 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67656.460938 Penalty: 661.090454
	Iteration 4Q: 3 clusters Score -67656.46 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67721.179688 Penalty: 661.090454
	Iteration 5F: 3 clusters Score -67721.18 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67790.312500 Penalty: 661.090454
	Iteration 6Q: 3 clusters Score -67790.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67836.132812 Penalty: 661.090454
	Iteration 7Q: 3 clusters Score -67836.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67873.312500 Penalty: 661.090454
	Iteration 8Q: 3 clusters Score -67873.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67889.359375 Penalty: 661.090454
	Iteration 9Q: 3 clusters Score -67889.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -67895.617188 Penalty: 661.090454
	Iteration 10Q: 3 clusters Score -67895.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67903.382812 Penalty: 661.090454
	Iteration 11Q: 3 clusters Score -67903.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -67906.921875 Penalty: 661.090454
	Iteration 12Q: 3 clusters Score -67906.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -67910.648438 Penalty: 661.090454
	Iteration 13Q: 3 clusters Score -67910.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67911.820312 Penalty: 661.090454
	Iteration 14Q: 3 clusters Score -67911.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -67914.921875 Penalty: 661.090454
	Iteration 15Q: 3 clusters Score -67914.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67916.898438 Penalty: 661.090454
	Iteration 16Q: 3 clusters Score -67916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67919.218750 Penalty: 661.090454
	Iteration 17Q: 3 clusters Score -67919.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67919.218750 Penalty: 661.090454
	Iteration 18F: 3 clusters Score -67919.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Entering Unmasked Estep 
Score: -1407967.875000 Penalty: 466.616394
	Iteration 0F: 2 clusters Score -1407968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1389095.875000 Penalty: 933.232788
	Iteration 0F: 3 clusters Score -1389096 nChanged 13498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1397476.875000 Penalty: 933.232788
	Iteration 1F: 3 clusters Score -1397477 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1398494.750000 Penalty: 933.232788
	Iteration 2F: 3 clusters Score -1398495 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1400013.125000 Penalty: 933.232788
	Iteration 3F: 3 clusters Score -1400013 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1401997.500000 Penalty: 933.232788
	Iteration 4F: 3 clusters Score -1401998 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1404215.875000 Penalty: 933.232788
	Iteration 5F: 3 clusters Score -1404216 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1406010.750000 Penalty: 933.232788
	Iteration 6F: 3 clusters Score -1406011 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1407011.875000 Penalty: 933.232788
	Iteration 7Q: 3 clusters Score -1407012 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1407408.625000 Penalty: 933.232788
	Iteration 8Q: 3 clusters Score -1407409 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1407504.375000 Penalty: 933.232788
	Iteration 9Q: 3 clusters Score -1407504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1407533.750000 Penalty: 933.232788
	Iteration 10Q: 3 clusters Score -1407534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1407548.000000 Penalty: 933.232788
	Iteration 11Q: 3 clusters Score -1407548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1407564.375000 Penalty: 933.232788
	Iteration 12Q: 3 clusters Score -1407564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1407567.500000 Penalty: 933.232788
	Iteration 13Q: 3 clusters Score -1407568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1407570.250000 Penalty: 933.232788
	Iteration 14Q: 3 clusters Score -1407570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1407574.500000 Penalty: 933.232788
	Iteration 15Q: 3 clusters Score -1407574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1407579.125000 Penalty: 933.232788
	Iteration 16Q: 3 clusters Score -1407579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1407579.125000 Penalty: 933.232788
	Iteration 17F: 3 clusters Score -1407579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -14496.611328 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -14496.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14158.279297 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -14158.28 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14244.986328 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -14244.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14264.192383 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -14264.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14276.411133 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -14276.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14285.384766 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -14285.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14285.532227 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -14285.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14285.532227 Penalty: 514.056702
	Iteration 6F: 3 clusters Score -14285.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Entering Unmasked Estep 
Score: -984609.687500 Penalty: 452.563538
	Iteration 0F: 2 clusters Score -984609.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -970737.125000 Penalty: 905.127075
	Iteration 0F: 3 clusters Score -970737.1 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -976316.625000 Penalty: 905.127075
	Iteration 1F: 3 clusters Score -976316.6 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -976664.062500 Penalty: 905.127075
	Iteration 2Q: 3 clusters Score -976664.1 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -977201.437500 Penalty: 905.127075
	Iteration 3F: 3 clusters Score -977201.4 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -978099.125000 Penalty: 905.127075
	Iteration 4F: 3 clusters Score -978099.1 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -979388.312500 Penalty: 905.127075
	Iteration 5F: 3 clusters Score -979388.3 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -980879.812500 Penalty: 905.127075
	Iteration 6F: 3 clusters Score -980879.8 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -982234.875000 Penalty: 905.127075
	Iteration 7F: 3 clusters Score -982234.9 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -983182.812500 Penalty: 905.127075
	Iteration 8Q: 3 clusters Score -983182.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -983698.625000 Penalty: 905.127075
	Iteration 9Q: 3 clusters Score -983698.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -983962.000000 Penalty: 905.127075
	Iteration 10Q: 3 clusters Score -983962 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -984109.875000 Penalty: 905.127075
	Iteration 11Q: 3 clusters Score -984109.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -984201.187500 Penalty: 905.127075
	Iteration 12Q: 3 clusters Score -984201.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -984261.000000 Penalty: 905.127075
	Iteration 13Q: 3 clusters Score -984261 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -984302.875000 Penalty: 905.127075
	Iteration 14Q: 3 clusters Score -984302.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -984323.187500 Penalty: 905.127075
	Iteration 15Q: 3 clusters Score -984323.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -984345.562500 Penalty: 905.127075
	Iteration 16Q: 3 clusters Score -984345.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -984365.250000 Penalty: 905.127075
	Iteration 17Q: 3 clusters Score -984365.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -984372.812500 Penalty: 905.127075
	Iteration 18Q: 3 clusters Score -984372.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -984378.312500 Penalty: 905.127075
	Iteration 19Q: 3 clusters Score -984378.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -984384.125000 Penalty: 905.127075
	Iteration 20F: 3 clusters Score -984384.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -984390.187500 Penalty: 905.127075
	Iteration 21Q: 3 clusters Score -984390.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -984398.125000 Penalty: 905.127075
	Iteration 22Q: 3 clusters Score -984398.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -984406.687500 Penalty: 905.127075
	Iteration 23Q: 3 clusters Score -984406.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -984417.000000 Penalty: 905.127075
	Iteration 24Q: 3 clusters Score -984417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -984422.875000 Penalty: 905.127075
	Iteration 25Q: 3 clusters Score -984422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -984424.375000 Penalty: 905.127075
	Iteration 26Q: 3 clusters Score -984424.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -984427.375000 Penalty: 905.127075
	Iteration 27Q: 3 clusters Score -984427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -984429.187500 Penalty: 905.127075
	Iteration 28Q: 3 clusters Score -984429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -984429.687500 Penalty: 905.127075
	Iteration 29Q: 3 clusters Score -984429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -984431.000000 Penalty: 905.127075
	Iteration 30Q: 3 clusters Score -984431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -984431.437500 Penalty: 905.127075
	Iteration 31Q: 3 clusters Score -984431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -984432.562500 Penalty: 905.127075
	Iteration 32Q: 3 clusters Score -984432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -984431.750000 Penalty: 905.127075
	Iteration 33Q: 3 clusters Score -984431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -984432.500000 Penalty: 905.127075
	Iteration 34Q: 3 clusters Score -984432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -984432.500000 Penalty: 905.127075
	Iteration 35Q: 3 clusters Score -984432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -984434.250000 Penalty: 905.127075
	Iteration 36Q: 3 clusters Score -984434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -984434.250000 Penalty: 905.127075
	Iteration 37Q: 3 clusters Score -984434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -984435.250000 Penalty: 905.127075
	Iteration 38Q: 3 clusters Score -984435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -984435.000000 Penalty: 905.127075
	Iteration 39Q: 3 clusters Score -984435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -984437.312500 Penalty: 905.127075
	Iteration 40F: 3 clusters Score -984437.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -14783.505859 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -14783.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14437.522461 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -14437.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14531.517578 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -14531.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14549.349609 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -14549.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14558.853516 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -14558.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14569.005859 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -14569.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14571.276367 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -14571.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14573.176758 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -14573.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14574.267578 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -14574.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14574.267578 Penalty: 519.044189
	Iteration 8F: 3 clusters Score -14574.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Entering Unmasked Estep 
Score: -2025521.250000 Penalty: 481.086975
	Iteration 0F: 2 clusters Score -2025521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1999294.875000 Penalty: 962.173950
	Iteration 0F: 3 clusters Score -1999295 nChanged 18815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2010950.250000 Penalty: 962.173950
	Iteration 1F: 3 clusters Score -2010950 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -2011766.250000 Penalty: 962.173950
	Iteration 2F: 3 clusters Score -2011766 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -2013175.750000 Penalty: 962.173950
	Iteration 3F: 3 clusters Score -2013176 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -2015597.875000 Penalty: 962.173950
	Iteration 4F: 3 clusters Score -2015598 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -2019081.000000 Penalty: 962.173950
	Iteration 5F: 3 clusters Score -2019081 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -2022484.125000 Penalty: 962.173950
	Iteration 6F: 3 clusters Score -2022484 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -2024400.750000 Penalty: 962.173950
	Iteration 7Q: 3 clusters Score -2024401 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -2024954.750000 Penalty: 962.173950
	Iteration 8Q: 3 clusters Score -2024955 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -2025058.500000 Penalty: 962.173950
	Iteration 9Q: 3 clusters Score -2025058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -2025082.625000 Penalty: 962.173950
	Iteration 10Q: 3 clusters Score -2025083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -2025090.125000 Penalty: 962.173950
	Iteration 11Q: 3 clusters Score -2025090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -2025095.125000 Penalty: 962.173950
	Iteration 12Q: 3 clusters Score -2025095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -2025097.875000 Penalty: 962.173950
	Iteration 13Q: 3 clusters Score -2025098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -2025102.625000 Penalty: 962.173950
	Iteration 14Q: 3 clusters Score -2025103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -2025105.500000 Penalty: 962.173950
	Iteration 15Q: 3 clusters Score -2025106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -2025110.375000 Penalty: 962.173950
	Iteration 16Q: 3 clusters Score -2025110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -2025112.875000 Penalty: 962.173950
	Iteration 17Q: 3 clusters Score -2025113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -2025111.500000 Penalty: 962.173950
	Iteration 18Q: 3 clusters Score -2025112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -2025111.500000 Penalty: 962.173950
	Iteration 19F: 3 clusters Score -2025112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Entering Unmasked Estep 
Score: -1587984.000000 Penalty: 472.165558
	Iteration 0F: 2 clusters Score -1587984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1566537.625000 Penalty: 944.331116
	Iteration 0F: 3 clusters Score -1566538 nChanged 15422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1575506.250000 Penalty: 944.331116
	Iteration 1F: 3 clusters Score -1575506 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1575961.750000 Penalty: 944.331116
	Iteration 2Q: 3 clusters Score -1575962 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1576575.625000 Penalty: 944.331116
	Iteration 3Q: 3 clusters Score -1576576 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1577467.375000 Penalty: 944.331116
	Iteration 4F: 3 clusters Score -1577467 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1578767.375000 Penalty: 944.331116
	Iteration 5F: 3 clusters Score -1578767 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1580401.375000 Penalty: 944.331116
	Iteration 6F: 3 clusters Score -1580401 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1581654.625000 Penalty: 944.331116
	Iteration 7F: 3 clusters Score -1581655 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1582248.500000 Penalty: 944.331116
	Iteration 8Q: 3 clusters Score -1582248 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1582520.125000 Penalty: 944.331116
	Iteration 9Q: 3 clusters Score -1582520 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1582752.125000 Penalty: 944.331116
	Iteration 10Q: 3 clusters Score -1582752 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1582967.875000 Penalty: 944.331116
	Iteration 11Q: 3 clusters Score -1582968 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1583160.750000 Penalty: 944.331116
	Iteration 12Q: 3 clusters Score -1583161 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1583355.625000 Penalty: 944.331116
	Iteration 13Q: 3 clusters Score -1583356 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1583573.250000 Penalty: 944.331116
	Iteration 14Q: 3 clusters Score -1583573 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1583812.125000 Penalty: 944.331116
	Iteration 15Q: 3 clusters Score -1583812 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1584035.250000 Penalty: 944.331116
	Iteration 16Q: 3 clusters Score -1584035 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1584253.250000 Penalty: 944.331116
	Iteration 17Q: 3 clusters Score -1584253 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1584497.000000 Penalty: 944.331116
	Iteration 18Q: 3 clusters Score -1584497 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1584773.125000 Penalty: 944.331116
	Iteration 19Q: 3 clusters Score -1584773 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1585019.500000 Penalty: 944.331116
	Iteration 20F: 3 clusters Score -1585020 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1585215.875000 Penalty: 944.331116
	Iteration 21Q: 3 clusters Score -1585216 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1585386.500000 Penalty: 944.331116
	Iteration 22Q: 3 clusters Score -1585386 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1585544.125000 Penalty: 944.331116
	Iteration 23Q: 3 clusters Score -1585544 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1585670.750000 Penalty: 944.331116
	Iteration 24Q: 3 clusters Score -1585671 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1585754.250000 Penalty: 944.331116
	Iteration 25Q: 3 clusters Score -1585754 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1585818.875000 Penalty: 944.331116
	Iteration 26Q: 3 clusters Score -1585819 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1585863.250000 Penalty: 944.331116
	Iteration 27Q: 3 clusters Score -1585863 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1585905.875000 Penalty: 944.331116
	Iteration 28Q: 3 clusters Score -1585906 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1585934.375000 Penalty: 944.331116
	Iteration 29Q: 3 clusters Score -1585934 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1585964.125000 Penalty: 944.331116
	Iteration 30Q: 3 clusters Score -1585964 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1585978.000000 Penalty: 944.331116
	Iteration 31Q: 3 clusters Score -1585978 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1586006.125000 Penalty: 944.331116
	Iteration 32Q: 3 clusters Score -1586006 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1586031.125000 Penalty: 944.331116
	Iteration 33Q: 3 clusters Score -1586031 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1586057.500000 Penalty: 944.331116
	Iteration 34Q: 3 clusters Score -1586058 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1586082.125000 Penalty: 944.331116
	Iteration 35Q: 3 clusters Score -1586082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1586093.250000 Penalty: 944.331116
	Iteration 36Q: 3 clusters Score -1586093 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1586105.875000 Penalty: 944.331116
	Iteration 37Q: 3 clusters Score -1586106 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1586112.625000 Penalty: 944.331116
	Iteration 38Q: 3 clusters Score -1586113 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1586128.500000 Penalty: 944.331116
	Iteration 39Q: 3 clusters Score -1586128 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1586134.375000 Penalty: 944.331116
	Iteration 40F: 3 clusters Score -1586134 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1586150.000000 Penalty: 944.331116
	Iteration 41Q: 3 clusters Score -1586150 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1586153.375000 Penalty: 944.331116
	Iteration 42Q: 3 clusters Score -1586153 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1586160.500000 Penalty: 944.331116
	Iteration 43Q: 3 clusters Score -1586160 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1586163.375000 Penalty: 944.331116
	Iteration 44Q: 3 clusters Score -1586163 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1586163.875000 Penalty: 944.331116
	Iteration 45Q: 3 clusters Score -1586164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1586173.250000 Penalty: 944.331116
	Iteration 46Q: 3 clusters Score -1586173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1586181.875000 Penalty: 944.331116
	Iteration 47Q: 3 clusters Score -1586182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1586183.000000 Penalty: 944.331116
	Iteration 48Q: 3 clusters Score -1586183 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1586193.250000 Penalty: 944.331116
	Iteration 49Q: 3 clusters Score -1586193 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1586194.750000 Penalty: 944.331116
	Iteration 50Q: 3 clusters Score -1586195 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1586199.750000 Penalty: 944.331116
	Iteration 51Q: 3 clusters Score -1586200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1586201.500000 Penalty: 944.331116
	Iteration 52Q: 3 clusters Score -1586202 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1586206.000000 Penalty: 944.331116
	Iteration 53Q: 3 clusters Score -1586206 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1586219.875000 Penalty: 944.331116
	Iteration 54Q: 3 clusters Score -1586220 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1586231.125000 Penalty: 944.331116
	Iteration 55Q: 3 clusters Score -1586231 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1586234.625000 Penalty: 944.331116
	Iteration 56Q: 3 clusters Score -1586235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1586242.625000 Penalty: 944.331116
	Iteration 57Q: 3 clusters Score -1586243 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -1586240.375000 Penalty: 944.331116
	Iteration 58Q: 3 clusters Score -1586240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1586247.000000 Penalty: 944.331116
	Iteration 59Q: 3 clusters Score -1586247 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -1586254.375000 Penalty: 944.331116
	Iteration 60F: 3 clusters Score -1586254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1586266.750000 Penalty: 944.331116
	Iteration 61Q: 3 clusters Score -1586267 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1586273.000000 Penalty: 944.331116
	Iteration 62Q: 3 clusters Score -1586273 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1586275.750000 Penalty: 944.331116
	Iteration 63Q: 3 clusters Score -1586276 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1586288.125000 Penalty: 944.331116
	Iteration 64Q: 3 clusters Score -1586288 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1586293.750000 Penalty: 944.331116
	Iteration 65Q: 3 clusters Score -1586294 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1586303.875000 Penalty: 944.331116
	Iteration 66Q: 3 clusters Score -1586304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1586308.750000 Penalty: 944.331116
	Iteration 67Q: 3 clusters Score -1586309 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -1586310.750000 Penalty: 944.331116
	Iteration 68Q: 3 clusters Score -1586311 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1586315.500000 Penalty: 944.331116
	Iteration 69Q: 3 clusters Score -1586316 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1586328.875000 Penalty: 944.331116
	Iteration 70Q: 3 clusters Score -1586329 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -1586337.250000 Penalty: 944.331116
	Iteration 71Q: 3 clusters Score -1586337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1586341.375000 Penalty: 944.331116
	Iteration 72Q: 3 clusters Score -1586341 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -1586349.750000 Penalty: 944.331116
	Iteration 73Q: 3 clusters Score -1586350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -1586359.250000 Penalty: 944.331116
	Iteration 74Q: 3 clusters Score -1586359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1586366.250000 Penalty: 944.331116
	Iteration 75Q: 3 clusters Score -1586366 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -1586372.375000 Penalty: 944.331116
	Iteration 76Q: 3 clusters Score -1586372 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -1586380.375000 Penalty: 944.331116
	Iteration 77Q: 3 clusters Score -1586380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1586384.750000 Penalty: 944.331116
	Iteration 78Q: 3 clusters Score -1586385 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -1586394.750000 Penalty: 944.331116
	Iteration 79Q: 3 clusters Score -1586395 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -1586403.875000 Penalty: 944.331116
	Iteration 80F: 3 clusters Score -1586404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -1586412.625000 Penalty: 944.331116
	Iteration 81Q: 3 clusters Score -1586413 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -1586423.375000 Penalty: 944.331116
	Iteration 82Q: 3 clusters Score -1586423 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -1586433.750000 Penalty: 944.331116
	Iteration 83Q: 3 clusters Score -1586434 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -1586448.250000 Penalty: 944.331116
	Iteration 84Q: 3 clusters Score -1586448 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -1586463.750000 Penalty: 944.331116
	Iteration 85Q: 3 clusters Score -1586464 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -1586473.750000 Penalty: 944.331116
	Iteration 86Q: 3 clusters Score -1586474 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1586486.000000 Penalty: 944.331116
	Iteration 87Q: 3 clusters Score -1586486 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -1586517.125000 Penalty: 944.331116
	Iteration 88Q: 3 clusters Score -1586517 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -1586548.125000 Penalty: 944.331116
	Iteration 89Q: 3 clusters Score -1586548 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -1586580.375000 Penalty: 944.331116
	Iteration 90Q: 3 clusters Score -1586580 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -1586605.750000 Penalty: 944.331116
	Iteration 91Q: 3 clusters Score -1586606 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -1586626.750000 Penalty: 944.331116
	Iteration 92Q: 3 clusters Score -1586627 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -1586657.625000 Penalty: 944.331116
	Iteration 93Q: 3 clusters Score -1586658 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -1586673.875000 Penalty: 944.331116
	Iteration 94Q: 3 clusters Score -1586674 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -1586690.750000 Penalty: 944.331116
	Iteration 95Q: 3 clusters Score -1586691 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -1586709.375000 Penalty: 944.331116
	Iteration 96Q: 3 clusters Score -1586709 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -1586721.750000 Penalty: 944.331116
	Iteration 97Q: 3 clusters Score -1586722 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -1586733.250000 Penalty: 944.331116
	Iteration 98Q: 3 clusters Score -1586733 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -1586754.000000 Penalty: 944.331116
	Iteration 99Q: 3 clusters Score -1586754 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -1586772.750000 Penalty: 944.331116
	Iteration 100F: 3 clusters Score -1586773 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -1586785.250000 Penalty: 944.331116
	Iteration 101Q: 3 clusters Score -1586785 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -1586804.500000 Penalty: 944.331116
	Iteration 102Q: 3 clusters Score -1586804 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -1586819.250000 Penalty: 944.331116
	Iteration 103Q: 3 clusters Score -1586819 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -1586829.750000 Penalty: 944.331116
	Iteration 104Q: 3 clusters Score -1586830 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -1586853.625000 Penalty: 944.331116
	Iteration 105Q: 3 clusters Score -1586854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -1586864.500000 Penalty: 944.331116
	Iteration 106Q: 3 clusters Score -1586864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -1586868.500000 Penalty: 944.331116
	Iteration 107Q: 3 clusters Score -1586868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -1586880.375000 Penalty: 944.331116
	Iteration 108Q: 3 clusters Score -1586880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -1586889.125000 Penalty: 944.331116
	Iteration 109Q: 3 clusters Score -1586889 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -1586900.000000 Penalty: 944.331116
	Iteration 110Q: 3 clusters Score -1586900 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -1586903.000000 Penalty: 944.331116
	Iteration 111Q: 3 clusters Score -1586903 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -1586918.500000 Penalty: 944.331116
	Iteration 112Q: 3 clusters Score -1586918 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -1586925.875000 Penalty: 944.331116
	Iteration 113Q: 3 clusters Score -1586926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -1586939.125000 Penalty: 944.331116
	Iteration 114Q: 3 clusters Score -1586939 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -1586950.500000 Penalty: 944.331116
	Iteration 115Q: 3 clusters Score -1586950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -1586961.000000 Penalty: 944.331116
	Iteration 116Q: 3 clusters Score -1586961 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -1586968.625000 Penalty: 944.331116
	Iteration 117Q: 3 clusters Score -1586969 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -1586970.125000 Penalty: 944.331116
	Iteration 118Q: 3 clusters Score -1586970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -1586977.000000 Penalty: 944.331116
	Iteration 119Q: 3 clusters Score -1586977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -1586986.875000 Penalty: 944.331116
	Iteration 120F: 3 clusters Score -1586987 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -1586992.125000 Penalty: 944.331116
	Iteration 121Q: 3 clusters Score -1586992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -1587000.625000 Penalty: 944.331116
	Iteration 122Q: 3 clusters Score -1587001 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -1587006.625000 Penalty: 944.331116
	Iteration 123Q: 3 clusters Score -1587007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -1587009.125000 Penalty: 944.331116
	Iteration 124Q: 3 clusters Score -1587009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -1587011.125000 Penalty: 944.331116
	Iteration 125Q: 3 clusters Score -1587011 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -1587018.250000 Penalty: 944.331116
	Iteration 126Q: 3 clusters Score -1587018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -1587021.000000 Penalty: 944.331116
	Iteration 127Q: 3 clusters Score -1587021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -1587028.625000 Penalty: 944.331116
	Iteration 128Q: 3 clusters Score -1587029 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -1587033.500000 Penalty: 944.331116
	Iteration 129Q: 3 clusters Score -1587034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -1587034.250000 Penalty: 944.331116
	Iteration 130Q: 3 clusters Score -1587034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -1587042.875000 Penalty: 944.331116
	Iteration 131Q: 3 clusters Score -1587043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -1587044.500000 Penalty: 944.331116
	Iteration 132Q: 3 clusters Score -1587044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -1587050.375000 Penalty: 944.331116
	Iteration 133Q: 3 clusters Score -1587050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -1587052.000000 Penalty: 944.331116
	Iteration 134Q: 3 clusters Score -1587052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -1587048.250000 Penalty: 944.331116
	Iteration 135Q: 3 clusters Score -1587048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -1587056.625000 Penalty: 944.331116
	Iteration 136Q: 3 clusters Score -1587057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -1587057.875000 Penalty: 944.331116
	Iteration 137Q: 3 clusters Score -1587058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -1587066.625000 Penalty: 944.331116
	Iteration 138Q: 3 clusters Score -1587067 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -1587065.875000 Penalty: 944.331116
	Iteration 139Q: 3 clusters Score -1587066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -1587075.750000 Penalty: 944.331116
	Iteration 140F: 3 clusters Score -1587076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -1587083.375000 Penalty: 944.331116
	Iteration 141Q: 3 clusters Score -1587083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -1587092.000000 Penalty: 944.331116
	Iteration 142Q: 3 clusters Score -1587092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -1587092.875000 Penalty: 944.331116
	Iteration 143Q: 3 clusters Score -1587093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -1587095.875000 Penalty: 944.331116
	Iteration 144Q: 3 clusters Score -1587096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -1587102.125000 Penalty: 944.331116
	Iteration 145Q: 3 clusters Score -1587102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -1587105.625000 Penalty: 944.331116
	Iteration 146Q: 3 clusters Score -1587106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -1587103.375000 Penalty: 944.331116
	Iteration 147Q: 3 clusters Score -1587103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -1587112.000000 Penalty: 944.331116
	Iteration 148Q: 3 clusters Score -1587112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -1587116.000000 Penalty: 944.331116
	Iteration 149Q: 3 clusters Score -1587116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -1587117.375000 Penalty: 944.331116
	Iteration 150Q: 3 clusters Score -1587117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -1587118.375000 Penalty: 944.331116
	Iteration 151Q: 3 clusters Score -1587118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -1587118.250000 Penalty: 944.331116
	Iteration 152Q: 3 clusters Score -1587118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -1587122.750000 Penalty: 944.331116
	Iteration 153Q: 3 clusters Score -1587123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1587125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1587128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -1587131.375000 Penalty: 944.331116
	Iteration 156Q: 3 clusters Score -1587131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1587140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1587149 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -1587152.750000 Penalty: 944.331116
	Iteration 159Q: 3 clusters Score -1587153 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -1587159.375000 Penalty: 944.331116
	Iteration 160F: 3 clusters Score -1587159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1587162 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1587174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -1587177.000000 Penalty: 944.331116
	Iteration 163Q: 3 clusters Score -1587177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1587181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1587192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1587198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1587198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1587197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -1587199.000000 Penalty: 944.331116
	Iteration 169Q: 3 clusters Score -1587199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1587204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1587206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1587209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1587212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1587214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -1587215.500000 Penalty: 944.331116
	Iteration 175Q: 3 clusters Score -1587216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1587219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1587228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1587231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1587227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1587232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1587240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -1587244.375000 Penalty: 944.331116
	Iteration 182Q: 3 clusters Score -1587244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1587246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1587245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1587248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1587255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -1587256.000000 Penalty: 944.331116
	Iteration 187Q: 3 clusters Score -1587256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1587252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1587252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -1587259.375000 Penalty: 944.331116
	Iteration 190Q: 3 clusters Score -1587259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1587265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -1587271.750000 Penalty: 944.331116
	Iteration 192Q: 3 clusters Score -1587272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1587270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -1587275.750000 Penalty: 944.331116
	Iteration 194Q: 3 clusters Score -1587276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -1587280.625000 Penalty: 944.331116
	Iteration 195Q: 3 clusters Score -1587281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -1587282.125000 Penalty: 944.331116
	Iteration 196Q: 3 clusters Score -1587282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -1587286.875000 Penalty: 944.331116
	Iteration 197Q: 3 clusters Score -1587287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1587287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -1587290.750000 Penalty: 944.331116
	Iteration 199Q: 3 clusters Score -1587291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -1587293.875000 Penalty: 944.331116
	Iteration 200F: 3 clusters Score -1587294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -1587299.375000 Penalty: 944.331116
	Iteration 201Q: 3 clusters Score -1587299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -1587297.375000 Penalty: 944.331116
	Iteration 202Q: 3 clusters Score -1587297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -1587296.875000 Penalty: 944.331116
	Iteration 203Q: 3 clusters Score -1587297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1587299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1587295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1587294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1587296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1587295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1587295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1587294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1587294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1587294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1587296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1587298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -1587301.500000 Penalty: 944.331116
	Iteration 215Q: 3 clusters Score -1587302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1587300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1587301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1587301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1587301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -1587299.500000 Penalty: 944.331116
	Iteration 220F: 3 clusters Score -1587300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -1587303.250000 Penalty: 944.331116
	Iteration 221Q: 3 clusters Score -1587303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1587301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -1587302.750000 Penalty: 944.331116
	Iteration 223Q: 3 clusters Score -1587303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1587302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -1587302.875000 Penalty: 944.331116
	Iteration 225Q: 3 clusters Score -1587303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -1587304.500000 Penalty: 944.331116
	Iteration 226Q: 3 clusters Score -1587304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -1587305.500000 Penalty: 944.331116
	Iteration 227Q: 3 clusters Score -1587306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1587306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1587306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1587307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -1587306.625000 Penalty: 944.331116
	Iteration 231Q: 3 clusters Score -1587307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -1587303.125000 Penalty: 944.331116
	Iteration 232Q: 3 clusters Score -1587303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1587306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1587308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1587310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -1587311.375000 Penalty: 944.331116
	Iteration 236Q: 3 clusters Score -1587311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1587310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1587312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1587310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1587312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1587312 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3041 members 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1587312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1587314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -1587316.375000 Penalty: 944.331116
	Iteration 244Q: 3 clusters Score -1587316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -1587319.000000 Penalty: 944.331116
	Iteration 245Q: 3 clusters Score -1587319 nChanged 5
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Mstep: Class 1 contains 3000 members 
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1587319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -1587321.000000 Penalty: 944.331116
	Iteration 247Q: 3 clusters Score -1587321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -1587319.250000 Penalty: 944.331116
	Iteration 248Q: 3 clusters Score -1587319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -1587321.500000 Penalty: 944.331116
	Iteration 249Q: 3 clusters Score -1587322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -1587320.750000 Penalty: 944.331116
	Iteration 250Q: 3 clusters Score -1587321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -1587323.625000 Penalty: 944.331116
	Iteration 251Q: 3 clusters Score -1587324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -1587323.000000 Penalty: 944.331116
	Iteration 252Q: 3 clusters Score -1587323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -1587322.625000 Penalty: 944.331116
	Iteration 253Q: 3 clusters Score -1587323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -1587324.500000 Penalty: 944.331116
	Iteration 254Q: 3 clusters Score -1587324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -1587323.625000 Penalty: 944.331116
	Iteration 255Q: 3 clusters Score -1587324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -1587324.250000 Penalty: 944.331116
	Iteration 256Q: 3 clusters Score -1587324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -1587325.375000 Penalty: 944.331116
	Iteration 257Q: 3 clusters Score -1587325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -1587324.250000 Penalty: 944.331116
	Iteration 258Q: 3 clusters Score -1587324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -1587323.625000 Penalty: 944.331116
	Iteration 259Q: 3 clusters Score -1587324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -1587327.625000 Penalty: 944.331116
	Iteration 260F: 3 clusters Score -1587328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -1587325.875000 Penalty: 944.331116
	Iteration 261Q: 3 clusters Score -1587326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -1587326.125000 Penalty: 944.331116
	Iteration 262Q: 3 clusters Score -1587326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -1587329.000000 Penalty: 944.331116
	Iteration 263Q: 3 clusters Score -1587329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -1587329.375000 Penalty: 944.331116
	Iteration 264Q: 3 clusters Score -1587329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -1587329.375000 Penalty: 944.331116
	Iteration 265F: 3 clusters Score -1587329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Entering Unmasked Estep 
Score: -346271.531250 Penalty: 404.249756
	Iteration 0F: 2 clusters Score -346271.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -341439.531250 Penalty: 808.499512
	Iteration 0F: 3 clusters Score -341439.5 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -343524.062500 Penalty: 808.499512
	Iteration 1F: 3 clusters Score -343524.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -343862.187500 Penalty: 808.499512
	Iteration 2F: 3 clusters Score -343862.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -344319.218750 Penalty: 808.499512
	Iteration 3F: 3 clusters Score -344319.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -344887.531250 Penalty: 808.499512
	Iteration 4F: 3 clusters Score -344887.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -345339.906250 Penalty: 808.499512
	Iteration 5F: 3 clusters Score -345339.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -345551.187500 Penalty: 808.499512
	Iteration 6F: 3 clusters Score -345551.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -345619.031250 Penalty: 808.499512
	Iteration 7Q: 3 clusters Score -345619 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -345648.562500 Penalty: 808.499512
	Iteration 8Q: 3 clusters Score -345648.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -345671.031250 Penalty: 808.499512
	Iteration 9Q: 3 clusters Score -345671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -345687.656250 Penalty: 808.499512
	Iteration 10Q: 3 clusters Score -345687.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -345702.250000 Penalty: 808.499512
	Iteration 11Q: 3 clusters Score -345702.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -345714.593750 Penalty: 808.499512
	Iteration 12Q: 3 clusters Score -345714.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -345727.312500 Penalty: 808.499512
	Iteration 13Q: 3 clusters Score -345727.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -345742.875000 Penalty: 808.499512
	Iteration 14Q: 3 clusters Score -345742.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -345755.750000 Penalty: 808.499512
	Iteration 15Q: 3 clusters Score -345755.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -345767.437500 Penalty: 808.499512
	Iteration 16Q: 3 clusters Score -345767.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -345774.875000 Penalty: 808.499512
	Iteration 17Q: 3 clusters Score -345774.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -345780.687500 Penalty: 808.499512
	Iteration 18Q: 3 clusters Score -345780.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -345784.468750 Penalty: 808.499512
	Iteration 19Q: 3 clusters Score -345784.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -345785.281250 Penalty: 808.499512
	Iteration 20F: 3 clusters Score -345785.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -345786.812500 Penalty: 808.499512
	Iteration 21Q: 3 clusters Score -345786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -345787.218750 Penalty: 808.499512
	Iteration 22Q: 3 clusters Score -345787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -345788.125000 Penalty: 808.499512
	Iteration 23Q: 3 clusters Score -345788.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -345792.937500 Penalty: 808.499512
	Iteration 24Q: 3 clusters Score -345792.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -345794.562500 Penalty: 808.499512
	Iteration 25Q: 3 clusters Score -345794.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -345800.843750 Penalty: 808.499512
	Iteration 26Q: 3 clusters Score -345800.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -345808.656250 Penalty: 808.499512
	Iteration 27Q: 3 clusters Score -345808.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -345816.312500 Penalty: 808.499512
	Iteration 28Q: 3 clusters Score -345816.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -345823.343750 Penalty: 808.499512
	Iteration 29Q: 3 clusters Score -345823.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -345829.187500 Penalty: 808.499512
	Iteration 30Q: 3 clusters Score -345829.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -345832.562500 Penalty: 808.499512
	Iteration 31Q: 3 clusters Score -345832.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -345836.593750 Penalty: 808.499512
	Iteration 32Q: 3 clusters Score -345836.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -345840.531250 Penalty: 808.499512
	Iteration 33Q: 3 clusters Score -345840.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -345844.968750 Penalty: 808.499512
	Iteration 34Q: 3 clusters Score -345845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -345850.593750 Penalty: 808.499512
	Iteration 35Q: 3 clusters Score -345850.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -345857.000000 Penalty: 808.499512
	Iteration 36Q: 3 clusters Score -345857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -345859.781250 Penalty: 808.499512
	Iteration 37Q: 3 clusters Score -345859.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -345862.031250 Penalty: 808.499512
	Iteration 38Q: 3 clusters Score -345862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -345865.562500 Penalty: 808.499512
	Iteration 39Q: 3 clusters Score -345865.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -345868.125000 Penalty: 808.499512
	Iteration 40F: 3 clusters Score -345868.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -345870.562500 Penalty: 808.499512
	Iteration 41Q: 3 clusters Score -345870.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -345874.656250 Penalty: 808.499512
	Iteration 42Q: 3 clusters Score -345874.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -345877.750000 Penalty: 808.499512
	Iteration 43Q: 3 clusters Score -345877.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -345879.906250 Penalty: 808.499512
	Iteration 44Q: 3 clusters Score -345879.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -345881.093750 Penalty: 808.499512
	Iteration 45Q: 3 clusters Score -345881.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -345882.218750 Penalty: 808.499512
	Iteration 46Q: 3 clusters Score -345882.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -345883.812500 Penalty: 808.499512
	Iteration 47Q: 3 clusters Score -345883.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -345884.968750 Penalty: 808.499512
	Iteration 48Q: 3 clusters Score -345885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -345885.406250 Penalty: 808.499512
	Iteration 49Q: 3 clusters Score -345885.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -345886.375000 Penalty: 808.499512
	Iteration 50Q: 3 clusters Score -345886.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -345887.656250 Penalty: 808.499512
	Iteration 51Q: 3 clusters Score -345887.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -345888.437500 Penalty: 808.499512
	Iteration 52Q: 3 clusters Score -345888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -345888.687500 Penalty: 808.499512
	Iteration 53Q: 3 clusters Score -345888.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -345889.031250 Penalty: 808.499512
	Iteration 54Q: 3 clusters Score -345889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -345889.531250 Penalty: 808.499512
	Iteration 55Q: 3 clusters Score -345889.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -345889.656250 Penalty: 808.499512
	Iteration 56Q: 3 clusters Score -345889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -345889.843750 Penalty: 808.499512
	Iteration 57Q: 3 clusters Score -345889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -345890.093750 Penalty: 808.499512
	Iteration 58Q: 3 clusters Score -345890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -345891.062500 Penalty: 808.499512
	Iteration 59Q: 3 clusters Score -345891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -345891.343750 Penalty: 808.499512
	Iteration 60F: 3 clusters Score -345891.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -345892.218750 Penalty: 808.499512
	Iteration 61Q: 3 clusters Score -345892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -345894.718750 Penalty: 808.499512
	Iteration 62Q: 3 clusters Score -345894.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -345895.625000 Penalty: 808.499512
	Iteration 63Q: 3 clusters Score -345895.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -345896.593750 Penalty: 808.499512
	Iteration 64Q: 3 clusters Score -345896.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -345898.218750 Penalty: 808.499512
	Iteration 65Q: 3 clusters Score -345898.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -345900.156250 Penalty: 808.499512
	Iteration 66Q: 3 clusters Score -345900.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -345902.343750 Penalty: 808.499512
	Iteration 67Q: 3 clusters Score -345902.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -345903.437500 Penalty: 808.499512
	Iteration 68Q: 3 clusters Score -345903.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -345903.781250 Penalty: 808.499512
	Iteration 69Q: 3 clusters Score -345903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -345904.968750 Penalty: 808.499512
	Iteration 70Q: 3 clusters Score -345905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -345904.656250 Penalty: 808.499512
	Iteration 71Q: 3 clusters Score -345904.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -345906.625000 Penalty: 808.499512
	Iteration 72Q: 3 clusters Score -345906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -345906.250000 Penalty: 808.499512
	Iteration 73Q: 3 clusters Score -345906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -345907.343750 Penalty: 808.499512
	Iteration 74Q: 3 clusters Score -345907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -345907.125000 Penalty: 808.499512
	Iteration 75Q: 3 clusters Score -345907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -345907.625000 Penalty: 808.499512
	Iteration 76Q: 3 clusters Score -345907.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -345907.625000 Penalty: 808.499512
	Iteration 77F: 3 clusters Score -345907.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -86844.765625 Penalty: 340.076324
	Iteration 0F: 2 clusters Score -86844.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -85538.875000 Penalty: 680.152649
	Iteration 0F: 3 clusters Score -85538.88 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -85958.757812 Penalty: 680.152649
	Iteration 1F: 3 clusters Score -85958.76 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -86056.757812 Penalty: 680.152649
	Iteration 2F: 3 clusters Score -86056.76 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -86144.726562 Penalty: 680.152649
	Iteration 3F: 3 clusters Score -86144.73 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86205.000000 Penalty: 680.152649
	Iteration 4F: 3 clusters Score -86205 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86265.304688 Penalty: 680.152649
	Iteration 5Q: 3 clusters Score -86265.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86333.304688 Penalty: 680.152649
	Iteration 6Q: 3 clusters Score -86333.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -86401.718750 Penalty: 680.152649
	Iteration 7Q: 3 clusters Score -86401.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -86456.312500 Penalty: 680.152649
	Iteration 8Q: 3 clusters Score -86456.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -86502.367188 Penalty: 680.152649
	Iteration 9Q: 3 clusters Score -86502.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -86524.281250 Penalty: 680.152649
	Iteration 10Q: 3 clusters Score -86524.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -86532.070312 Penalty: 680.152649
	Iteration 11Q: 3 clusters Score -86532.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -86535.960938 Penalty: 680.152649
	Iteration 12Q: 3 clusters Score -86535.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -86537.687500 Penalty: 680.152649
	Iteration 13Q: 3 clusters Score -86537.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -86540.085938 Penalty: 680.152649
	Iteration 14Q: 3 clusters Score -86540.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -86540.867188 Penalty: 680.152649
	Iteration 15Q: 3 clusters Score -86540.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -86544.484375 Penalty: 680.152649
	Iteration 16Q: 3 clusters Score -86544.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -86546.375000 Penalty: 680.152649
	Iteration 17Q: 3 clusters Score -86546.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -86550.031250 Penalty: 680.152649
	Iteration 18Q: 3 clusters Score -86550.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -86553.085938 Penalty: 680.152649
	Iteration 19Q: 3 clusters Score -86553.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -86555.679688 Penalty: 680.152649
	Iteration 20F: 3 clusters Score -86555.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -86560.593750 Penalty: 680.152649
	Iteration 21Q: 3 clusters Score -86560.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -86561.085938 Penalty: 680.152649
	Iteration 22Q: 3 clusters Score -86561.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -86561.085938 Penalty: 680.152649
	Iteration 23F: 3 clusters Score -86561.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -106693.054688 Penalty: 352.358215
	Iteration 0F: 2 clusters Score -106693.1 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 1130 members 
Entering Unmasked Estep 
Score: -105057.046875 Penalty: 704.716431
	Iteration 0F: 3 clusters Score -105057 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -105665.078125 Penalty: 704.716431
	Iteration 1F: 3 clusters Score -105665.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -105778.132812 Penalty: 704.716431
	Iteration 2F: 3 clusters Score -105778.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -105922.695312 Penalty: 704.716431
	Iteration 3F: 3 clusters Score -105922.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -106077.757812 Penalty: 704.716431
	Iteration 4F: 3 clusters Score -106077.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -106190.023438 Penalty: 704.716431
	Iteration 5F: 3 clusters Score -106190 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -106258.609375 Penalty: 704.716431
	Iteration 6Q: 3 clusters Score -106258.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -106307.992188 Penalty: 704.716431
	Iteration 7Q: 3 clusters Score -106308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -106331.453125 Penalty: 704.716431
	Iteration 8Q: 3 clusters Score -106331.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -106344.843750 Penalty: 704.716431
	Iteration 9Q: 3 clusters Score -106344.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -106357.304688 Penalty: 704.716431
	Iteration 10Q: 3 clusters Score -106357.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -106372.648438 Penalty: 704.716431
	Iteration 11Q: 3 clusters Score -106372.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -106384.195312 Penalty: 704.716431
	Iteration 12Q: 3 clusters Score -106384.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -106394.851562 Penalty: 704.716431
	Iteration 13Q: 3 clusters Score -106394.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -106403.234375 Penalty: 704.716431
	Iteration 14Q: 3 clusters Score -106403.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -106409.609375 Penalty: 704.716431
	Iteration 15Q: 3 clusters Score -106409.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -106415.429688 Penalty: 704.716431
	Iteration 16Q: 3 clusters Score -106415.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -106421.054688 Penalty: 704.716431
	Iteration 17Q: 3 clusters Score -106421.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -106426.218750 Penalty: 704.716431
	Iteration 18Q: 3 clusters Score -106426.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -106431.546875 Penalty: 704.716431
	Iteration 19Q: 3 clusters Score -106431.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106433.835938 Penalty: 704.716431
	Iteration 20F: 3 clusters Score -106433.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -106436.507812 Penalty: 704.716431
	Iteration 21Q: 3 clusters Score -106436.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -106442.757812 Penalty: 704.716431
	Iteration 22Q: 3 clusters Score -106442.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -106453.273438 Penalty: 704.716431
	Iteration 23Q: 3 clusters Score -106453.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -106460.328125 Penalty: 704.716431
	Iteration 24Q: 3 clusters Score -106460.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -106464.218750 Penalty: 704.716431
	Iteration 25Q: 3 clusters Score -106464.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -106471.359375 Penalty: 704.716431
	Iteration 26Q: 3 clusters Score -106471.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -106475.500000 Penalty: 704.716431
	Iteration 27Q: 3 clusters Score -106475.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -106476.242188 Penalty: 704.716431
	Iteration 28Q: 3 clusters Score -106476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -106478.226562 Penalty: 704.716431
	Iteration 29Q: 3 clusters Score -106478.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -106479.601562 Penalty: 704.716431
	Iteration 30Q: 3 clusters Score -106479.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -106480.296875 Penalty: 704.716431
	Iteration 31Q: 3 clusters Score -106480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -106480.531250 Penalty: 704.716431
	Iteration 32Q: 3 clusters Score -106480.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -106481.109375 Penalty: 704.716431
	Iteration 33Q: 3 clusters Score -106481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -106481.843750 Penalty: 704.716431
	Iteration 34Q: 3 clusters Score -106481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -106482.335938 Penalty: 704.716431
	Iteration 35Q: 3 clusters Score -106482.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -106483.007812 Penalty: 704.716431
	Iteration 36Q: 3 clusters Score -106483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -106484.710938 Penalty: 704.716431
	Iteration 37Q: 3 clusters Score -106484.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -106489.046875 Penalty: 704.716431
	Iteration 38Q: 3 clusters Score -106489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -106495.718750 Penalty: 704.716431
	Iteration 39Q: 3 clusters Score -106495.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -106507.804688 Penalty: 704.716431
	Iteration 40F: 3 clusters Score -106507.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -106520.117188 Penalty: 704.716431
	Iteration 41Q: 3 clusters Score -106520.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106533.539062 Penalty: 704.716431
	Iteration 42Q: 3 clusters Score -106533.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -106542.109375 Penalty: 704.716431
	Iteration 43Q: 3 clusters Score -106542.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106546.101562 Penalty: 704.716431
	Iteration 44Q: 3 clusters Score -106546.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -106549.945312 Penalty: 704.716431
	Iteration 45Q: 3 clusters Score -106549.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106551.890625 Penalty: 704.716431
	Iteration 46Q: 3 clusters Score -106551.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106552.664062 Penalty: 704.716431
	Iteration 47Q: 3 clusters Score -106552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106552.835938 Penalty: 704.716431
	Iteration 48Q: 3 clusters Score -106552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106552.835938 Penalty: 704.716431
	Iteration 49F: 3 clusters Score -106552.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Entering Unmasked Estep 
Score: -4600516.500000 Penalty: 522.184570
	Iteration 0F: 2 clusters Score -4600516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -4535450.500000 Penalty: 1044.369141
	Iteration 0F: 3 clusters Score -4535450 nChanged 47115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -4565804.500000 Penalty: 1044.369141
	Iteration 1F: 3 clusters Score -4565804 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -4568758.000000 Penalty: 1044.369141
	Iteration 2F: 3 clusters Score -4568758 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -4573423.500000 Penalty: 1044.369141
	Iteration 3F: 3 clusters Score -4573424 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -4579589.000000 Penalty: 1044.369141
	Iteration 4F: 3 clusters Score -4579589 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -4585984.500000 Penalty: 1044.369141
	Iteration 5F: 3 clusters Score -4585984 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -4590396.500000 Penalty: 1044.369141
	Iteration 6F: 3 clusters Score -4590396 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -4592266.500000 Penalty: 1044.369141
	Iteration 7Q: 3 clusters Score -4592266 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -4593192.500000 Penalty: 1044.369141
	Iteration 8Q: 3 clusters Score -4593192 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -4593815.500000 Penalty: 1044.369141
	Iteration 9Q: 3 clusters Score -4593816 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -4594358.000000 Penalty: 1044.369141
	Iteration 10Q: 3 clusters Score -4594358 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -4594886.000000 Penalty: 1044.369141
	Iteration 11Q: 3 clusters Score -4594886 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -4595409.000000 Penalty: 1044.369141
	Iteration 12Q: 3 clusters Score -4595409 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -4595944.000000 Penalty: 1044.369141
	Iteration 13Q: 3 clusters Score -4595944 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 87682 members 
Entering Unmasked Estep 
Score: -4596435.500000 Penalty: 1044.369141
	Iteration 14Q: 3 clusters Score -4596436 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -4596970.000000 Penalty: 1044.369141
	Iteration 15Q: 3 clusters Score -4596970 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 90033 members 
Entering Unmasked Estep 
Score: -4597433.000000 Penalty: 1044.369141
	Iteration 16Q: 3 clusters Score -4597433 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -4597857.500000 Penalty: 1044.369141
	Iteration 17Q: 3 clusters Score -4597858 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 91927 members 
Entering Unmasked Estep 
Score: -4598268.500000 Penalty: 1044.369141
	Iteration 18Q: 3 clusters Score -4598268 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -4598596.000000 Penalty: 1044.369141
	Iteration 19Q: 3 clusters Score -4598596 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -4598839.000000 Penalty: 1044.369141
	Iteration 20F: 3 clusters Score -4598839 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -4599103.500000 Penalty: 1044.369141
	Iteration 21Q: 3 clusters Score -4599104 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -4599303.500000 Penalty: 1044.369141
	Iteration 22Q: 3 clusters Score -4599304 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -4599461.000000 Penalty: 1044.369141
	Iteration 23Q: 3 clusters Score -4599461 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -4599607.500000 Penalty: 1044.369141
	Iteration 24Q: 3 clusters Score -4599608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -4599691.000000 Penalty: 1044.369141
	Iteration 25Q: 3 clusters Score -4599691 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -4599769.000000 Penalty: 1044.369141
	Iteration 26Q: 3 clusters Score -4599769 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -4599807.500000 Penalty: 1044.369141
	Iteration 27Q: 3 clusters Score -4599808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -4599827.000000 Penalty: 1044.369141
	Iteration 28Q: 3 clusters Score -4599827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -4599869.000000 Penalty: 1044.369141
	Iteration 29Q: 3 clusters Score -4599869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -4599910.500000 Penalty: 1044.369141
	Iteration 30Q: 3 clusters Score -4599910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 95886 members 
Entering Unmasked Estep 
Score: -4599942.000000 Penalty: 1044.369141
	Iteration 31Q: 3 clusters Score -4599942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 95934 members 
Entering Unmasked Estep 
Score: -4599960.000000 Penalty: 1044.369141
	Iteration 32Q: 3 clusters Score -4599960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -4599971.500000 Penalty: 1044.369141
	Iteration 33Q: 3 clusters Score -4599972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -4599982.500000 Penalty: 1044.369141
	Iteration 34Q: 3 clusters Score -4599982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -4599992.500000 Penalty: 1044.369141
	Iteration 35Q: 3 clusters Score -4599992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 96021 members 
Entering Unmasked Estep 
Score: -4599991.000000 Penalty: 1044.369141
	Iteration 36Q: 3 clusters Score -4599991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 96030 members 
Entering Unmasked Estep 
Score: -4599996.500000 Penalty: 1044.369141
	Iteration 37Q: 3 clusters Score -4599996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -4599997.000000 Penalty: 1044.369141
	Iteration 38Q: 3 clusters Score -4599997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -4600004.000000 Penalty: 1044.369141
	Iteration 39Q: 3 clusters Score -4600004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 96053 members 
Entering Unmasked Estep 
Score: -4600008.000000 Penalty: 1044.369141
	Iteration 40F: 3 clusters Score -4600008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -4600012.000000 Penalty: 1044.369141
	Iteration 41Q: 3 clusters Score -4600012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -4600012.000000 Penalty: 1044.369141
	Iteration 42Q: 3 clusters Score -4600012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -4600014.500000 Penalty: 1044.369141
	Iteration 43Q: 3 clusters Score -4600014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -4600023.500000 Penalty: 1044.369141
	Iteration 44Q: 3 clusters Score -4600024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 96088 members 
Entering Unmasked Estep 
Score: -4600024.500000 Penalty: 1044.369141
	Iteration 45Q: 3 clusters Score -4600024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 96094 members 
Entering Unmasked Estep 
Score: -4600032.500000 Penalty: 1044.369141
	Iteration 46Q: 3 clusters Score -4600032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -4600029.500000 Penalty: 1044.369141
	Iteration 47Q: 3 clusters Score -4600030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -4600040.500000 Penalty: 1044.369141
	Iteration 48Q: 3 clusters Score -4600040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -4600038.500000 Penalty: 1044.369141
	Iteration 49Q: 3 clusters Score -4600038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 96109 members 
Entering Unmasked Estep 
Score: -4600040.000000 Penalty: 1044.369141
	Iteration 50Q: 3 clusters Score -4600040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -4600039.500000 Penalty: 1044.369141
	Iteration 51Q: 3 clusters Score -4600040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -4600044.500000 Penalty: 1044.369141
	Iteration 52Q: 3 clusters Score -4600044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -4600044.000000 Penalty: 1044.369141
	Iteration 53Q: 3 clusters Score -4600044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -4600045.500000 Penalty: 1044.369141
	Iteration 54Q: 3 clusters Score -4600046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -4600045.500000 Penalty: 1044.369141
	Iteration 55F: 3 clusters Score -4600046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (216724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216724 members 
Entering Unmasked Estep 
Score: -10203686.000000 Penalty: 559.030273
	Iteration 0F: 2 clusters Score -1.020369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 108439 members 
Entering Unmasked Estep 
Score: -10058999.000000 Penalty: 1118.060547
	Iteration 0F: 3 clusters Score -1.0059e+07 nChanged 106546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103487 members 
Mstep: Class 2 contains 113237 members 
Entering Unmasked Estep 
Score: -10123878.000000 Penalty: 1118.060547
	Iteration 1F: 3 clusters Score -1.012388e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -10126912.000000 Penalty: 1118.060547
	Iteration 2Q: 3 clusters Score -1.012691e+07 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 122545 members 
Entering Unmasked Estep 
Score: -10131420.000000 Penalty: 1118.060547
	Iteration 3Q: 3 clusters Score -1.013142e+07 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 129406 members 
Entering Unmasked Estep 
Score: -10138111.000000 Penalty: 1118.060547
	Iteration 4F: 3 clusters Score -1.013811e+07 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 137446 members 
Entering Unmasked Estep 
Score: -10147587.000000 Penalty: 1118.060547
	Iteration 5F: 3 clusters Score -1.014759e+07 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 145002 members 
Entering Unmasked Estep 
Score: -10159017.000000 Penalty: 1118.060547
	Iteration 6F: 3 clusters Score -1.015902e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 150473 members 
Entering Unmasked Estep 
Score: -10168903.000000 Penalty: 1118.060547
	Iteration 7F: 3 clusters Score -1.01689e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 154136 members 
Entering Unmasked Estep 
Score: -10173680.000000 Penalty: 1118.060547
	Iteration 8Q: 3 clusters Score -1.017368e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 157373 members 
Entering Unmasked Estep 
Score: -10175690.000000 Penalty: 1118.060547
	Iteration 9Q: 3 clusters Score -1.017569e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 160683 members 
Entering Unmasked Estep 
Score: -10176912.000000 Penalty: 1118.060547
	Iteration 10Q: 3 clusters Score -1.017691e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 164313 members 
Entering Unmasked Estep 
Score: -10178003.000000 Penalty: 1118.060547
	Iteration 11Q: 3 clusters Score -1.0178e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -10179338.000000 Penalty: 1118.060547
	Iteration 12Q: 3 clusters Score -1.017934e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -10180905.000000 Penalty: 1118.060547
	Iteration 13Q: 3 clusters Score -1.01809e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 176426 members 
Entering Unmasked Estep 
Score: -10182456.000000 Penalty: 1118.060547
	Iteration 14Q: 3 clusters Score -1.018246e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 180876 members 
Entering Unmasked Estep 
Score: -10184302.000000 Penalty: 1118.060547
	Iteration 15Q: 3 clusters Score -1.01843e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 185351 members 
Entering Unmasked Estep 
Score: -10186320.000000 Penalty: 1118.060547
	Iteration 16Q: 3 clusters Score -1.018632e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 189882 members 
Entering Unmasked Estep 
Score: -10188502.000000 Penalty: 1118.060547
	Iteration 17Q: 3 clusters Score -1.01885e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 194208 members 
Entering Unmasked Estep 
Score: -10190855.000000 Penalty: 1118.060547
	Iteration 18Q: 3 clusters Score -1.019086e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 198132 members 
Entering Unmasked Estep 
Score: -10193128.000000 Penalty: 1118.060547
	Iteration 19Q: 3 clusters Score -1.019313e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 201645 members 
Entering Unmasked Estep 
Score: -10195272.000000 Penalty: 1118.060547
	Iteration 20F: 3 clusters Score -1.019527e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 204813 members 
Entering Unmasked Estep 
Score: -10197429.000000 Penalty: 1118.060547
	Iteration 21Q: 3 clusters Score -1.019743e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 207614 members 
Entering Unmasked Estep 
Score: -10199144.000000 Penalty: 1118.060547
	Iteration 22Q: 3 clusters Score -1.019914e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 209985 members 
Entering Unmasked Estep 
Score: -10200470.000000 Penalty: 1118.060547
	Iteration 23Q: 3 clusters Score -1.020047e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 211960 members 
Entering Unmasked Estep 
Score: -10201466.000000 Penalty: 1118.060547
	Iteration 24Q: 3 clusters Score -1.020147e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 213463 members 
Entering Unmasked Estep 
Score: -10202157.000000 Penalty: 1118.060547
	Iteration 25Q: 3 clusters Score -1.020216e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 214535 members 
Entering Unmasked Estep 
Score: -10202551.000000 Penalty: 1118.060547
	Iteration 26Q: 3 clusters Score -1.020255e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 215265 members 
Entering Unmasked Estep 
Score: -10202836.000000 Penalty: 1118.060547
	Iteration 27Q: 3 clusters Score -1.020284e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 215750 members 
Entering Unmasked Estep 
Score: -10202981.000000 Penalty: 1118.060547
	Iteration 28Q: 3 clusters Score -1.020298e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 216053 members 
Entering Unmasked Estep 
Score: -10203070.000000 Penalty: 1118.060547
	Iteration 29Q: 3 clusters Score -1.020307e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 216223 members 
Entering Unmasked Estep 
Score: -10203167.000000 Penalty: 1118.060547
	Iteration 30Q: 3 clusters Score -1.020317e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 216316 members 
Entering Unmasked Estep 
Score: -10203216.000000 Penalty: 1118.060547
	Iteration 31Q: 3 clusters Score -1.020322e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 216367 members 
Entering Unmasked Estep 
Score: -10203235.000000 Penalty: 1118.060547
	Iteration 32Q: 3 clusters Score -1.020324e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 216399 members 
Entering Unmasked Estep 
Score: -10203249.000000 Penalty: 1118.060547
	Iteration 33Q: 3 clusters Score -1.020325e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 216426 members 
Entering Unmasked Estep 
Score: -10203249.000000 Penalty: 1118.060547
	Iteration 34Q: 3 clusters Score -1.020325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 216443 members 
Entering Unmasked Estep 
Score: -10203261.000000 Penalty: 1118.060547
	Iteration 35Q: 3 clusters Score -1.020326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216452 members 
Entering Unmasked Estep 
Score: -10203262.000000 Penalty: 1118.060547
	Iteration 36Q: 3 clusters Score -1.020326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 216464 members 
Entering Unmasked Estep 
Score: -10203257.000000 Penalty: 1118.060547
	Iteration 37Q: 3 clusters Score -1.020326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 216473 members 
Entering Unmasked Estep 
Score: -10203256.000000 Penalty: 1118.060547
	Iteration 38Q: 3 clusters Score -1.020326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216477 members 
Entering Unmasked Estep 
Score: -10203254.000000 Penalty: 1118.060547
	Iteration 39Q: 3 clusters Score -1.020325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216485 members 
Entering Unmasked Estep 
Score: -10203252.000000 Penalty: 1118.060547
	Iteration 40F: 3 clusters Score -1.020325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216488 members 
Entering Unmasked Estep 
Score: -10203261.000000 Penalty: 1118.060547
	Iteration 41Q: 3 clusters Score -1.020326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 216493 members 
Entering Unmasked Estep 
Score: -10203262.000000 Penalty: 1118.060547
	Iteration 42Q: 3 clusters Score -1.020326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 216494 members 
Entering Unmasked Estep 
Score: -10203263.000000 Penalty: 1118.060547
	Iteration 43Q: 3 clusters Score -1.020326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 216494 members 
Entering Unmasked Estep 
Score: -10203265.000000 Penalty: 1118.060547
	Iteration 44Q: 3 clusters Score -1.020326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 216495 members 
Entering Unmasked Estep 
Score: -10203271.000000 Penalty: 1118.060547
	Iteration 45Q: 3 clusters Score -1.020327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216500 members 
Entering Unmasked Estep 
Score: -10203273.000000 Penalty: 1118.060547
	Iteration 46Q: 3 clusters Score -1.020327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216500 members 
Entering Unmasked Estep 
Score: -10203279.000000 Penalty: 1118.060547
	Iteration 47Q: 3 clusters Score -1.020328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 216502 members 
Entering Unmasked Estep 
Score: -10203277.000000 Penalty: 1118.060547
	Iteration 48Q: 3 clusters Score -1.020328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 216505 members 
Entering Unmasked Estep 
Score: -10203279.000000 Penalty: 1118.060547
	Iteration 49Q: 3 clusters Score -1.020328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 216508 members 
Entering Unmasked Estep 
Score: -10203288.000000 Penalty: 1118.060547
	Iteration 50Q: 3 clusters Score -1.020329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216511 members 
Entering Unmasked Estep 
Score: -10203288.000000 Penalty: 1118.060547
	Iteration 51Q: 3 clusters Score -1.020329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216512 members 
Entering Unmasked Estep 
Score: -10203290.000000 Penalty: 1118.060547
	Iteration 52Q: 3 clusters Score -1.020329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 216516 members 
Entering Unmasked Estep 
Score: -10203297.000000 Penalty: 1118.060547
	Iteration 53Q: 3 clusters Score -1.02033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 216516 members 
Entering Unmasked Estep 
Score: -10203297.000000 Penalty: 1118.060547
	Iteration 54F: 3 clusters Score -1.02033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Entering Unmasked Estep 
Score: -144698.343750 Penalty: 360.938812
	Iteration 0F: 2 clusters Score -144698.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -142772.125000 Penalty: 721.877625
	Iteration 0F: 3 clusters Score -142772.1 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -143456.875000 Penalty: 721.877625
	Iteration 1F: 3 clusters Score -143456.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -143561.140625 Penalty: 721.877625
	Iteration 2F: 3 clusters Score -143561.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -143678.390625 Penalty: 721.877625
	Iteration 3F: 3 clusters Score -143678.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -143776.515625 Penalty: 721.877625
	Iteration 4F: 3 clusters Score -143776.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -143874.890625 Penalty: 721.877625
	Iteration 5F: 3 clusters Score -143874.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -143980.234375 Penalty: 721.877625
	Iteration 6Q: 3 clusters Score -143980.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -144082.718750 Penalty: 721.877625
	Iteration 7Q: 3 clusters Score -144082.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -144155.281250 Penalty: 721.877625
	Iteration 8Q: 3 clusters Score -144155.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -144202.671875 Penalty: 721.877625
	Iteration 9Q: 3 clusters Score -144202.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -144237.312500 Penalty: 721.877625
	Iteration 10Q: 3 clusters Score -144237.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -144264.359375 Penalty: 721.877625
	Iteration 11Q: 3 clusters Score -144264.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -144296.109375 Penalty: 721.877625
	Iteration 12Q: 3 clusters Score -144296.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -144313.046875 Penalty: 721.877625
	Iteration 13Q: 3 clusters Score -144313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -144320.703125 Penalty: 721.877625
	Iteration 14Q: 3 clusters Score -144320.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -144327.406250 Penalty: 721.877625
	Iteration 15Q: 3 clusters Score -144327.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -144332.140625 Penalty: 721.877625
	Iteration 16Q: 3 clusters Score -144332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -144338.781250 Penalty: 721.877625
	Iteration 17Q: 3 clusters Score -144338.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -144344.437500 Penalty: 721.877625
	Iteration 18Q: 3 clusters Score -144344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -144348.937500 Penalty: 721.877625
	Iteration 19Q: 3 clusters Score -144348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -144353.750000 Penalty: 721.877625
	Iteration 20F: 3 clusters Score -144353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -144358.109375 Penalty: 721.877625
	Iteration 21Q: 3 clusters Score -144358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -144363.093750 Penalty: 721.877625
	Iteration 22Q: 3 clusters Score -144363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -144367.546875 Penalty: 721.877625
	Iteration 23Q: 3 clusters Score -144367.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -144370.953125 Penalty: 721.877625
	Iteration 24Q: 3 clusters Score -144371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -144371.703125 Penalty: 721.877625
	Iteration 25Q: 3 clusters Score -144371.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -144372.203125 Penalty: 721.877625
	Iteration 26Q: 3 clusters Score -144372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -144372.468750 Penalty: 721.877625
	Iteration 27Q: 3 clusters Score -144372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -144372.468750 Penalty: 721.877625
	Iteration 28Q: 3 clusters Score -144372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -144372.468750 Penalty: 721.877625
	Iteration 29F: 3 clusters Score -144372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -55668.171875 Penalty: 326.969574
	Iteration 0F: 2 clusters Score -55668.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -54685.386719 Penalty: 653.939148
	Iteration 0F: 3 clusters Score -54685.39 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -54980.406250 Penalty: 653.939148
	Iteration 1F: 3 clusters Score -54980.41 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -55044.113281 Penalty: 653.939148
	Iteration 2F: 3 clusters Score -55044.11 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -55089.789062 Penalty: 653.939148
	Iteration 3F: 3 clusters Score -55089.79 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -55128.277344 Penalty: 653.939148
	Iteration 4Q: 3 clusters Score -55128.28 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -55150.675781 Penalty: 653.939148
	Iteration 5Q: 3 clusters Score -55150.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -55169.605469 Penalty: 653.939148
	Iteration 6Q: 3 clusters Score -55169.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -55188.382812 Penalty: 653.939148
	Iteration 7Q: 3 clusters Score -55188.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -55203.109375 Penalty: 653.939148
	Iteration 8Q: 3 clusters Score -55203.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -55208.722656 Penalty: 653.939148
	Iteration 9Q: 3 clusters Score -55208.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -55213.265625 Penalty: 653.939148
	Iteration 10Q: 3 clusters Score -55213.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -55220.730469 Penalty: 653.939148
	Iteration 11Q: 3 clusters Score -55220.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -55232.152344 Penalty: 653.939148
	Iteration 12Q: 3 clusters Score -55232.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -55239.648438 Penalty: 653.939148
	Iteration 13Q: 3 clusters Score -55239.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -55243.980469 Penalty: 653.939148
	Iteration 14Q: 3 clusters Score -55243.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -55246.851562 Penalty: 653.939148
	Iteration 15Q: 3 clusters Score -55246.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -55248.679688 Penalty: 653.939148
	Iteration 16Q: 3 clusters Score -55248.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -55250.429688 Penalty: 653.939148
	Iteration 17Q: 3 clusters Score -55250.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -55251.039062 Penalty: 653.939148
	Iteration 18Q: 3 clusters Score -55251.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -55252.312500 Penalty: 653.939148
	Iteration 19Q: 3 clusters Score -55252.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -55252.914062 Penalty: 653.939148
	Iteration 20F: 3 clusters Score -55252.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17248.863281 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17248.86 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 190 members 
Entering Unmasked Estep 
Score: -16830.630859 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -16830.63 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16965.773438 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -16965.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17022.859375 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17022.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17099.759766 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -17099.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17159.927734 Penalty: 542.919373
	Iteration 4F: 3 clusters Score -17159.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17182.556641 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17182.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17200.808594 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17200.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17211.894531 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17211.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17219.359375 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17219.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17227.421875 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -17227.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17231.570312 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -17231.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17234.394531 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -17234.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17237.349609 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -17237.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17238.935547 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -17238.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17243.136719 Penalty: 542.919373
	Iteration 14Q: 3 clusters Score -17243.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17249.412109 Penalty: 542.919373
	Iteration 15Q: 3 clusters Score -17249.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17257.953125 Penalty: 542.919373
	Iteration 16Q: 3 clusters Score -17257.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17263.003906 Penalty: 542.919373
	Iteration 17Q: 3 clusters Score -17263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17268.507812 Penalty: 542.919373
	Iteration 18Q: 3 clusters Score -17268.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17280.070312 Penalty: 542.919373
	Iteration 19Q: 3 clusters Score -17280.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17287.554688 Penalty: 542.919373
	Iteration 20F: 3 clusters Score -17287.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17291.863281 Penalty: 542.919373
	Iteration 21Q: 3 clusters Score -17291.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17294.431641 Penalty: 542.919373
	Iteration 22Q: 3 clusters Score -17294.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17295.939453 Penalty: 542.919373
	Iteration 23Q: 3 clusters Score -17295.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -17299.814453 Penalty: 542.919373
	Iteration 24Q: 3 clusters Score -17299.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -17299.814453 Penalty: 542.919373
	Iteration 25F: 3 clusters Score -17299.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 93820 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 28433 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 39079 members 
Mstep: Class 9 contains 32121 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96431 members 
Mstep: Class 14 contains 216724 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 135 members 
Mstep: Class 18 contains 12326 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2074 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 145649 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 42092 members 
Mstep: Class 29 contains 4168 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193625 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45395 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37553 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189378 members 
Mstep: Class 43 contains 10948 members 
Mstep: Class 44 contains 5481 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9299 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 942 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 188407 members 
Mstep: Class 65 contains 11989 members 
Mstep: Class 66 contains 42663 members 
Mstep: Class 67 contains 2595 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30892 members 
Mstep: Class 72 contains 172060 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 228484 members 
Mstep: Class 77 contains 255 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
Score: -90786960.000000 Penalty: 52748.445312
Splitting cluster 17 changes total score from -90788128.000000 to -90786960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (12326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Entering Unmasked Estep 
Score: -637722.937500 Penalty: 428.585693
	Iteration 0F: 2 clusters Score -637722.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -629547.250000 Penalty: 857.171387
	Iteration 0F: 3 clusters Score -629547.2 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -632748.687500 Penalty: 857.171387
	Iteration 1F: 3 clusters Score -632748.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -632885.937500 Penalty: 857.171387
	Iteration 2Q: 3 clusters Score -632885.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -633026.062500 Penalty: 857.171387
	Iteration 3Q: 3 clusters Score -633026.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -633198.250000 Penalty: 857.171387
	Iteration 4Q: 3 clusters Score -633198.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -633424.250000 Penalty: 857.171387
	Iteration 5Q: 3 clusters Score -633424.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -633732.500000 Penalty: 857.171387
	Iteration 6Q: 3 clusters Score -633732.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -634197.187500 Penalty: 857.171387
	Iteration 7F: 3 clusters Score -634197.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -634821.687500 Penalty: 857.171387
	Iteration 8F: 3 clusters Score -634821.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -635538.312500 Penalty: 857.171387
	Iteration 9F: 3 clusters Score -635538.3 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -636209.625000 Penalty: 857.171387
	Iteration 10F: 3 clusters Score -636209.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -636708.937500 Penalty: 857.171387
	Iteration 11Q: 3 clusters Score -636708.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -637038.500000 Penalty: 857.171387
	Iteration 12Q: 3 clusters Score -637038.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -637201.500000 Penalty: 857.171387
	Iteration 13Q: 3 clusters Score -637201.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -637274.125000 Penalty: 857.171387
	Iteration 14Q: 3 clusters Score -637274.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -637308.250000 Penalty: 857.171387
	Iteration 15Q: 3 clusters Score -637308.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -637333.000000 Penalty: 857.171387
	Iteration 16Q: 3 clusters Score -637333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -637343.750000 Penalty: 857.171387
	Iteration 17Q: 3 clusters Score -637343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -637346.687500 Penalty: 857.171387
	Iteration 18Q: 3 clusters Score -637346.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -637349.687500 Penalty: 857.171387
	Iteration 19Q: 3 clusters Score -637349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -637354.125000 Penalty: 857.171387
	Iteration 20F: 3 clusters Score -637354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -637363.875000 Penalty: 857.171387
	Iteration 21Q: 3 clusters Score -637363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -637366.375000 Penalty: 857.171387
	Iteration 22Q: 3 clusters Score -637366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -637368.437500 Penalty: 857.171387
	Iteration 23Q: 3 clusters Score -637368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -637368.437500 Penalty: 857.171387
	Iteration 24F: 3 clusters Score -637368.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -79181.406250 Penalty: 336.977692
	Iteration 0F: 2 clusters Score -79181.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -77981.867188 Penalty: 673.955383
	Iteration 0F: 3 clusters Score -77981.87 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -78378.640625 Penalty: 673.955383
	Iteration 1F: 3 clusters Score -78378.64 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -78445.648438 Penalty: 673.955383
	Iteration 2F: 3 clusters Score -78445.65 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -78492.015625 Penalty: 673.955383
	Iteration 3Q: 3 clusters Score -78492.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -78536.765625 Penalty: 673.955383
	Iteration 4Q: 3 clusters Score -78536.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -78595.695312 Penalty: 673.955383
	Iteration 5Q: 3 clusters Score -78595.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -78659.578125 Penalty: 673.955383
	Iteration 6Q: 3 clusters Score -78659.58 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -78707.625000 Penalty: 673.955383
	Iteration 7Q: 3 clusters Score -78707.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -78730.195312 Penalty: 673.955383
	Iteration 8Q: 3 clusters Score -78730.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -78752.414062 Penalty: 673.955383
	Iteration 9Q: 3 clusters Score -78752.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -78785.132812 Penalty: 673.955383
	Iteration 10Q: 3 clusters Score -78785.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -78815.742188 Penalty: 673.955383
	Iteration 11Q: 3 clusters Score -78815.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -78841.234375 Penalty: 673.955383
	Iteration 12Q: 3 clusters Score -78841.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -78866.562500 Penalty: 673.955383
	Iteration 13Q: 3 clusters Score -78866.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -78892.726562 Penalty: 673.955383
	Iteration 14Q: 3 clusters Score -78892.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -78901.656250 Penalty: 673.955383
	Iteration 15Q: 3 clusters Score -78901.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -78906.726562 Penalty: 673.955383
	Iteration 16Q: 3 clusters Score -78906.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -78909.375000 Penalty: 673.955383
	Iteration 17Q: 3 clusters Score -78909.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -78913.906250 Penalty: 673.955383
	Iteration 18Q: 3 clusters Score -78913.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -78917.968750 Penalty: 673.955383
	Iteration 19Q: 3 clusters Score -78917.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -78923.492188 Penalty: 673.955383
	Iteration 20F: 3 clusters Score -78923.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -78925.015625 Penalty: 673.955383
	Iteration 21Q: 3 clusters Score -78925.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -78926.523438 Penalty: 673.955383
	Iteration 22Q: 3 clusters Score -78926.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -78926.523438 Penalty: 673.955383
	Iteration 23F: 3 clusters Score -78926.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -40171.890625 Penalty: 303.577484
	Iteration 0F: 2 clusters Score -40171.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -39497.503906 Penalty: 607.154968
	Iteration 0F: 3 clusters Score -39497.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -39710.835938 Penalty: 607.154968
	Iteration 1F: 3 clusters Score -39710.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -39752.320312 Penalty: 607.154968
	Iteration 2F: 3 clusters Score -39752.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -39765.632812 Penalty: 607.154968
	Iteration 3Q: 3 clusters Score -39765.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -39770.808594 Penalty: 607.154968
	Iteration 4Q: 3 clusters Score -39770.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -39775.671875 Penalty: 607.154968
	Iteration 5Q: 3 clusters Score -39775.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -39779.625000 Penalty: 607.154968
	Iteration 6Q: 3 clusters Score -39779.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -39781.800781 Penalty: 607.154968
	Iteration 7Q: 3 clusters Score -39781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -39783.636719 Penalty: 607.154968
	Iteration 8Q: 3 clusters Score -39783.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -39786.316406 Penalty: 607.154968
	Iteration 9Q: 3 clusters Score -39786.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -39790.406250 Penalty: 607.154968
	Iteration 10Q: 3 clusters Score -39790.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -39792.343750 Penalty: 607.154968
	Iteration 11Q: 3 clusters Score -39792.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -39795.375000 Penalty: 607.154968
	Iteration 12Q: 3 clusters Score -39795.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -39799.449219 Penalty: 607.154968
	Iteration 13Q: 3 clusters Score -39799.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -39802.125000 Penalty: 607.154968
	Iteration 14Q: 3 clusters Score -39802.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -39804.453125 Penalty: 607.154968
	Iteration 15Q: 3 clusters Score -39804.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -39807.437500 Penalty: 607.154968
	Iteration 16Q: 3 clusters Score -39807.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -39810.703125 Penalty: 607.154968
	Iteration 17Q: 3 clusters Score -39810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -39812.535156 Penalty: 607.154968
	Iteration 18Q: 3 clusters Score -39812.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -39814.726562 Penalty: 607.154968
	Iteration 19Q: 3 clusters Score -39814.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -39815.089844 Penalty: 607.154968
	Iteration 20F: 3 clusters Score -39815.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -86902.710938 Penalty: 345.452667
	Iteration 0F: 2 clusters Score -86902.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -85457.828125 Penalty: 690.905334
	Iteration 0F: 3 clusters Score -85457.83 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -85939.703125 Penalty: 690.905334
	Iteration 1F: 3 clusters Score -85939.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -86074.328125 Penalty: 690.905334
	Iteration 2F: 3 clusters Score -86074.33 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -86206.007812 Penalty: 690.905334
	Iteration 3F: 3 clusters Score -86206.01 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -86335.320312 Penalty: 690.905334
	Iteration 4F: 3 clusters Score -86335.32 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -86472.437500 Penalty: 690.905334
	Iteration 5F: 3 clusters Score -86472.44 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -86546.875000 Penalty: 690.905334
	Iteration 6Q: 3 clusters Score -86546.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -86569.250000 Penalty: 690.905334
	Iteration 7Q: 3 clusters Score -86569.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -86583.937500 Penalty: 690.905334
	Iteration 8Q: 3 clusters Score -86583.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -86595.468750 Penalty: 690.905334
	Iteration 9Q: 3 clusters Score -86595.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -86602.414062 Penalty: 690.905334
	Iteration 10Q: 3 clusters Score -86602.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -86606.210938 Penalty: 690.905334
	Iteration 11Q: 3 clusters Score -86606.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -86608.804688 Penalty: 690.905334
	Iteration 12Q: 3 clusters Score -86608.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -86610.679688 Penalty: 690.905334
	Iteration 13Q: 3 clusters Score -86610.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -86611.960938 Penalty: 690.905334
	Iteration 14Q: 3 clusters Score -86611.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -86613.726562 Penalty: 690.905334
	Iteration 15Q: 3 clusters Score -86613.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -86616.296875 Penalty: 690.905334
	Iteration 16Q: 3 clusters Score -86616.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -86617.492188 Penalty: 690.905334
	Iteration 17Q: 3 clusters Score -86617.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -86618.710938 Penalty: 690.905334
	Iteration 18Q: 3 clusters Score -86618.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -86619.140625 Penalty: 690.905334
	Iteration 19Q: 3 clusters Score -86619.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -86619.656250 Penalty: 690.905334
	Iteration 20F: 3 clusters Score -86619.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -86620.210938 Penalty: 690.905334
	Iteration 21Q: 3 clusters Score -86620.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -86620.648438 Penalty: 690.905334
	Iteration 22Q: 3 clusters Score -86620.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -86620.859375 Penalty: 690.905334
	Iteration 23Q: 3 clusters Score -86620.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -86620.859375 Penalty: 690.905334
	Iteration 24F: 3 clusters Score -86620.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Entering Unmasked Estep 
Score: -102335.203125 Penalty: 347.494171
	Iteration 0F: 2 clusters Score -102335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -100841.101562 Penalty: 694.988342
	Iteration 0F: 3 clusters Score -100841.1 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -101320.718750 Penalty: 694.988342
	Iteration 1F: 3 clusters Score -101320.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -101362.156250 Penalty: 694.988342
	Iteration 2F: 3 clusters Score -101362.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -101393.468750 Penalty: 694.988342
	Iteration 3Q: 3 clusters Score -101393.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -101422.585938 Penalty: 694.988342
	Iteration 4Q: 3 clusters Score -101422.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -101455.476562 Penalty: 694.988342
	Iteration 5Q: 3 clusters Score -101455.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -101499.265625 Penalty: 694.988342
	Iteration 6Q: 3 clusters Score -101499.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -101541.867188 Penalty: 694.988342
	Iteration 7Q: 3 clusters Score -101541.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -101593.164062 Penalty: 694.988342
	Iteration 8Q: 3 clusters Score -101593.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -101661.015625 Penalty: 694.988342
	Iteration 9Q: 3 clusters Score -101661 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -101720.703125 Penalty: 694.988342
	Iteration 10Q: 3 clusters Score -101720.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -101773.937500 Penalty: 694.988342
	Iteration 11Q: 3 clusters Score -101773.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -101823.890625 Penalty: 694.988342
	Iteration 12Q: 3 clusters Score -101823.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -101865.484375 Penalty: 694.988342
	Iteration 13Q: 3 clusters Score -101865.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -101901.750000 Penalty: 694.988342
	Iteration 14Q: 3 clusters Score -101901.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -101921.671875 Penalty: 694.988342
	Iteration 15Q: 3 clusters Score -101921.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -101940.070312 Penalty: 694.988342
	Iteration 16Q: 3 clusters Score -101940.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -101958.640625 Penalty: 694.988342
	Iteration 17Q: 3 clusters Score -101958.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -101972.843750 Penalty: 694.988342
	Iteration 18Q: 3 clusters Score -101972.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -101990.710938 Penalty: 694.988342
	Iteration 19Q: 3 clusters Score -101990.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -101999.531250 Penalty: 694.988342
	Iteration 20F: 3 clusters Score -101999.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -102003.039062 Penalty: 694.988342
	Iteration 21Q: 3 clusters Score -102003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -102005.242188 Penalty: 694.988342
	Iteration 22Q: 3 clusters Score -102005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -102006.921875 Penalty: 694.988342
	Iteration 23Q: 3 clusters Score -102006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -102007.445312 Penalty: 694.988342
	Iteration 24Q: 3 clusters Score -102007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -102007.445312 Penalty: 694.988342
	Iteration 25F: 3 clusters Score -102007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -115553.632812 Penalty: 352.692139
	Iteration 0F: 2 clusters Score -115553.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -113899.679688 Penalty: 705.384277
	Iteration 0F: 3 clusters Score -113899.7 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -114458.343750 Penalty: 705.384277
	Iteration 1F: 3 clusters Score -114458.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -114556.664062 Penalty: 705.384277
	Iteration 2F: 3 clusters Score -114556.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -114646.140625 Penalty: 705.384277
	Iteration 3F: 3 clusters Score -114646.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -114718.960938 Penalty: 705.384277
	Iteration 4F: 3 clusters Score -114719 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -114798.007812 Penalty: 705.384277
	Iteration 5Q: 3 clusters Score -114798 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -114914.320312 Penalty: 705.384277
	Iteration 6F: 3 clusters Score -114914.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -115064.539062 Penalty: 705.384277
	Iteration 7F: 3 clusters Score -115064.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -115186.007812 Penalty: 705.384277
	Iteration 8F: 3 clusters Score -115186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -115267.937500 Penalty: 705.384277
	Iteration 9Q: 3 clusters Score -115267.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -115315.742188 Penalty: 705.384277
	Iteration 10Q: 3 clusters Score -115315.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -115340.921875 Penalty: 705.384277
	Iteration 11Q: 3 clusters Score -115340.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -115360.460938 Penalty: 705.384277
	Iteration 12Q: 3 clusters Score -115360.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -115372.148438 Penalty: 705.384277
	Iteration 13Q: 3 clusters Score -115372.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -115379.117188 Penalty: 705.384277
	Iteration 14Q: 3 clusters Score -115379.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -115383.875000 Penalty: 705.384277
	Iteration 15Q: 3 clusters Score -115383.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -115385.539062 Penalty: 705.384277
	Iteration 16Q: 3 clusters Score -115385.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -115387.023438 Penalty: 705.384277
	Iteration 17Q: 3 clusters Score -115387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -115388.343750 Penalty: 705.384277
	Iteration 18Q: 3 clusters Score -115388.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -115390.515625 Penalty: 705.384277
	Iteration 19Q: 3 clusters Score -115390.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -115391.476562 Penalty: 705.384277
	Iteration 20F: 3 clusters Score -115391.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -115393.226562 Penalty: 705.384277
	Iteration 21Q: 3 clusters Score -115393.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -115393.945312 Penalty: 705.384277
	Iteration 22Q: 3 clusters Score -115393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -115394.468750 Penalty: 705.384277
	Iteration 23Q: 3 clusters Score -115394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -115394.468750 Penalty: 705.384277
	Iteration 24F: 3 clusters Score -115394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -61055.769531 Penalty: 326.935120
	Iteration 0F: 2 clusters Score -61055.77 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 671 members 
Entering Unmasked Estep 
Score: -60051.382812 Penalty: 653.870239
	Iteration 0F: 3 clusters Score -60051.38 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -60331.824219 Penalty: 653.870239
	Iteration 1F: 3 clusters Score -60331.82 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -60409.578125 Penalty: 653.870239
	Iteration 2F: 3 clusters Score -60409.58 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -60471.058594 Penalty: 653.870239
	Iteration 3F: 3 clusters Score -60471.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -60521.457031 Penalty: 653.870239
	Iteration 4F: 3 clusters Score -60521.46 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -60564.648438 Penalty: 653.870239
	Iteration 5F: 3 clusters Score -60564.65 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -60598.714844 Penalty: 653.870239
	Iteration 6Q: 3 clusters Score -60598.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -60639.203125 Penalty: 653.870239
	Iteration 7Q: 3 clusters Score -60639.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -60669.734375 Penalty: 653.870239
	Iteration 8Q: 3 clusters Score -60669.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -60689.730469 Penalty: 653.870239
	Iteration 9Q: 3 clusters Score -60689.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60713.925781 Penalty: 653.870239
	Iteration 10Q: 3 clusters Score -60713.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -60722.992188 Penalty: 653.870239
	Iteration 11Q: 3 clusters Score -60722.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -60731.488281 Penalty: 653.870239
	Iteration 12Q: 3 clusters Score -60731.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -60736.019531 Penalty: 653.870239
	Iteration 13Q: 3 clusters Score -60736.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -60738.070312 Penalty: 653.870239
	Iteration 14Q: 3 clusters Score -60738.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -60740.378906 Penalty: 653.870239
	Iteration 15Q: 3 clusters Score -60740.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60745.390625 Penalty: 653.870239
	Iteration 16Q: 3 clusters Score -60745.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -60748.503906 Penalty: 653.870239
	Iteration 17Q: 3 clusters Score -60748.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -60749.828125 Penalty: 653.870239
	Iteration 18Q: 3 clusters Score -60749.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -60753.941406 Penalty: 653.870239
	Iteration 19Q: 3 clusters Score -60753.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -60758.871094 Penalty: 653.870239
	Iteration 20F: 3 clusters Score -60758.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -60761.816406 Penalty: 653.870239
	Iteration 21Q: 3 clusters Score -60761.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -60764.960938 Penalty: 653.870239
	Iteration 22Q: 3 clusters Score -60764.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -60767.058594 Penalty: 653.870239
	Iteration 23Q: 3 clusters Score -60767.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -60768.832031 Penalty: 653.870239
	Iteration 24Q: 3 clusters Score -60768.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -60769.375000 Penalty: 653.870239
	Iteration 25Q: 3 clusters Score -60769.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -60771.132812 Penalty: 653.870239
	Iteration 26Q: 3 clusters Score -60771.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -60773.140625 Penalty: 653.870239
	Iteration 27Q: 3 clusters Score -60773.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -60774.742188 Penalty: 653.870239
	Iteration 28Q: 3 clusters Score -60774.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -60775.468750 Penalty: 653.870239
	Iteration 29Q: 3 clusters Score -60775.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -60776.023438 Penalty: 653.870239
	Iteration 30Q: 3 clusters Score -60776.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -60776.179688 Penalty: 653.870239
	Iteration 31Q: 3 clusters Score -60776.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -60776.179688 Penalty: 653.870239
	Iteration 32F: 3 clusters Score -60776.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (145649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145649 members 
Entering Unmasked Estep 
Score: -7325152.500000 Penalty: 540.947449
	Iteration 0F: 2 clusters Score -7325152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -7226626.500000 Penalty: 1081.894897
	Iteration 0F: 3 clusters Score -7226626 nChanged 71453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 86362 members 
Entering Unmasked Estep 
Score: -7272235.500000 Penalty: 1081.894897
	Iteration 1F: 3 clusters Score -7272236 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 93923 members 
Entering Unmasked Estep 
Score: -7276507.500000 Penalty: 1081.894897
	Iteration 2F: 3 clusters Score -7276508 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 104124 members 
Entering Unmasked Estep 
Score: -7284324.500000 Penalty: 1081.894897
	Iteration 3F: 3 clusters Score -7284324 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -7295393.500000 Penalty: 1081.894897
	Iteration 4F: 3 clusters Score -7295394 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 126492 members 
Entering Unmasked Estep 
Score: -7306286.000000 Penalty: 1081.894897
	Iteration 5F: 3 clusters Score -7306286 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 133755 members 
Entering Unmasked Estep 
Score: -7313863.000000 Penalty: 1081.894897
	Iteration 6F: 3 clusters Score -7313863 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 138122 members 
Entering Unmasked Estep 
Score: -7318338.500000 Penalty: 1081.894897
	Iteration 7Q: 3 clusters Score -7318338 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 140647 members 
Entering Unmasked Estep 
Score: -7320825.500000 Penalty: 1081.894897
	Iteration 8Q: 3 clusters Score -7320826 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 142177 members 
Entering Unmasked Estep 
Score: -7322150.000000 Penalty: 1081.894897
	Iteration 9Q: 3 clusters Score -7322150 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 143158 members 
Entering Unmasked Estep 
Score: -7322949.500000 Penalty: 1081.894897
	Iteration 10Q: 3 clusters Score -7322950 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 143849 members 
Entering Unmasked Estep 
Score: -7323463.500000 Penalty: 1081.894897
	Iteration 11Q: 3 clusters Score -7323464 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 144333 members 
Entering Unmasked Estep 
Score: -7323814.500000 Penalty: 1081.894897
	Iteration 12Q: 3 clusters Score -7323814 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -7324085.500000 Penalty: 1081.894897
	Iteration 13Q: 3 clusters Score -7324086 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 144889 members 
Entering Unmasked Estep 
Score: -7324255.500000 Penalty: 1081.894897
	Iteration 14Q: 3 clusters Score -7324256 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 145040 members 
Entering Unmasked Estep 
Score: -7324353.500000 Penalty: 1081.894897
	Iteration 15Q: 3 clusters Score -7324354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 145142 members 
Entering Unmasked Estep 
Score: -7324425.000000 Penalty: 1081.894897
	Iteration 16Q: 3 clusters Score -7324425 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 145217 members 
Entering Unmasked Estep 
Score: -7324488.000000 Penalty: 1081.894897
	Iteration 17Q: 3 clusters Score -7324488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 145273 members 
Entering Unmasked Estep 
Score: -7324520.500000 Penalty: 1081.894897
	Iteration 18Q: 3 clusters Score -7324520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 145307 members 
Entering Unmasked Estep 
Score: -7324549.000000 Penalty: 1081.894897
	Iteration 19Q: 3 clusters Score -7324549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 145336 members 
Entering Unmasked Estep 
Score: -7324576.000000 Penalty: 1081.894897
	Iteration 20F: 3 clusters Score -7324576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 145349 members 
Entering Unmasked Estep 
Score: -7324592.500000 Penalty: 1081.894897
	Iteration 21Q: 3 clusters Score -7324592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 145360 members 
Entering Unmasked Estep 
Score: -7324599.000000 Penalty: 1081.894897
	Iteration 22Q: 3 clusters Score -7324599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 145370 members 
Entering Unmasked Estep 
Score: -7324608.500000 Penalty: 1081.894897
	Iteration 23Q: 3 clusters Score -7324608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 145381 members 
Entering Unmasked Estep 
Score: -7324607.500000 Penalty: 1081.894897
	Iteration 24Q: 3 clusters Score -7324608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 145390 members 
Entering Unmasked Estep 
Score: -7324621.000000 Penalty: 1081.894897
	Iteration 25Q: 3 clusters Score -7324621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 145390 members 
Entering Unmasked Estep 
Score: -7324624.000000 Penalty: 1081.894897
	Iteration 26Q: 3 clusters Score -7324624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 145397 members 
Entering Unmasked Estep 
Score: -7324628.500000 Penalty: 1081.894897
	Iteration 27Q: 3 clusters Score -7324628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 145398 members 
Entering Unmasked Estep 
Score: -7324628.500000 Penalty: 1081.894897
	Iteration 28Q: 3 clusters Score -7324628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -7324626.500000 Penalty: 1081.894897
	Iteration 29Q: 3 clusters Score -7324626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 145404 members 
Entering Unmasked Estep 
Score: -7324628.500000 Penalty: 1081.894897
	Iteration 30Q: 3 clusters Score -7324628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 145407 members 
Entering Unmasked Estep 
Score: -7324633.000000 Penalty: 1081.894897
	Iteration 31Q: 3 clusters Score -7324633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 145409 members 
Entering Unmasked Estep 
Score: -7324631.500000 Penalty: 1081.894897
	Iteration 32Q: 3 clusters Score -7324632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 145409 members 
Entering Unmasked Estep 
Score: -7324631.500000 Penalty: 1081.894897
	Iteration 33F: 3 clusters Score -7324632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Entering Unmasked Estep 
Score: -209495.546875 Penalty: 382.829285
	Iteration 0F: 2 clusters Score -209495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -206406.875000 Penalty: 765.658569
	Iteration 0F: 3 clusters Score -206406.9 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -207759.406250 Penalty: 765.658569
	Iteration 1F: 3 clusters Score -207759.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -207956.859375 Penalty: 765.658569
	Iteration 2F: 3 clusters Score -207956.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -208142.312500 Penalty: 765.658569
	Iteration 3F: 3 clusters Score -208142.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -208331.281250 Penalty: 765.658569
	Iteration 4F: 3 clusters Score -208331.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -208454.687500 Penalty: 765.658569
	Iteration 5F: 3 clusters Score -208454.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -208521.937500 Penalty: 765.658569
	Iteration 6Q: 3 clusters Score -208521.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -208553.765625 Penalty: 765.658569
	Iteration 7Q: 3 clusters Score -208553.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -208573.375000 Penalty: 765.658569
	Iteration 8Q: 3 clusters Score -208573.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -208582.875000 Penalty: 765.658569
	Iteration 9Q: 3 clusters Score -208582.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -208590.015625 Penalty: 765.658569
	Iteration 10Q: 3 clusters Score -208590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -208598.734375 Penalty: 765.658569
	Iteration 11Q: 3 clusters Score -208598.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -208605.578125 Penalty: 765.658569
	Iteration 12Q: 3 clusters Score -208605.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -208611.156250 Penalty: 765.658569
	Iteration 13Q: 3 clusters Score -208611.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -208617.750000 Penalty: 765.658569
	Iteration 14Q: 3 clusters Score -208617.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -208622.500000 Penalty: 765.658569
	Iteration 15Q: 3 clusters Score -208622.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -208629.421875 Penalty: 765.658569
	Iteration 16Q: 3 clusters Score -208629.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -208635.750000 Penalty: 765.658569
	Iteration 17Q: 3 clusters Score -208635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -208641.859375 Penalty: 765.658569
	Iteration 18Q: 3 clusters Score -208641.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -208649.781250 Penalty: 765.658569
	Iteration 19Q: 3 clusters Score -208649.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -208659.265625 Penalty: 765.658569
	Iteration 20F: 3 clusters Score -208659.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -208670.187500 Penalty: 765.658569
	Iteration 21Q: 3 clusters Score -208670.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -208682.000000 Penalty: 765.658569
	Iteration 22Q: 3 clusters Score -208682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -208692.031250 Penalty: 765.658569
	Iteration 23Q: 3 clusters Score -208692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -208700.437500 Penalty: 765.658569
	Iteration 24Q: 3 clusters Score -208700.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -208710.546875 Penalty: 765.658569
	Iteration 25Q: 3 clusters Score -208710.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -208718.187500 Penalty: 765.658569
	Iteration 26Q: 3 clusters Score -208718.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -208723.953125 Penalty: 765.658569
	Iteration 27Q: 3 clusters Score -208724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -208727.406250 Penalty: 765.658569
	Iteration 28Q: 3 clusters Score -208727.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -208730.328125 Penalty: 765.658569
	Iteration 29Q: 3 clusters Score -208730.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -208732.671875 Penalty: 765.658569
	Iteration 30Q: 3 clusters Score -208732.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -208736.296875 Penalty: 765.658569
	Iteration 31Q: 3 clusters Score -208736.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -208740.968750 Penalty: 765.658569
	Iteration 32Q: 3 clusters Score -208741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -208750.546875 Penalty: 765.658569
	Iteration 33Q: 3 clusters Score -208750.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -208762.718750 Penalty: 765.658569
	Iteration 34Q: 3 clusters Score -208762.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -208785.453125 Penalty: 765.658569
	Iteration 35Q: 3 clusters Score -208785.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -208808.078125 Penalty: 765.658569
	Iteration 36Q: 3 clusters Score -208808.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -208828.843750 Penalty: 765.658569
	Iteration 37Q: 3 clusters Score -208828.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -208853.484375 Penalty: 765.658569
	Iteration 38Q: 3 clusters Score -208853.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -208871.968750 Penalty: 765.658569
	Iteration 39Q: 3 clusters Score -208872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -208890.406250 Penalty: 765.658569
	Iteration 40F: 3 clusters Score -208890.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -208903.562500 Penalty: 765.658569
	Iteration 41Q: 3 clusters Score -208903.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -208916.546875 Penalty: 765.658569
	Iteration 42Q: 3 clusters Score -208916.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -208926.406250 Penalty: 765.658569
	Iteration 43Q: 3 clusters Score -208926.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -208935.265625 Penalty: 765.658569
	Iteration 44Q: 3 clusters Score -208935.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -208943.281250 Penalty: 765.658569
	Iteration 45Q: 3 clusters Score -208943.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -208950.062500 Penalty: 765.658569
	Iteration 46Q: 3 clusters Score -208950.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -208960.156250 Penalty: 765.658569
	Iteration 47Q: 3 clusters Score -208960.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -208970.218750 Penalty: 765.658569
	Iteration 48Q: 3 clusters Score -208970.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -208980.656250 Penalty: 765.658569
	Iteration 49Q: 3 clusters Score -208980.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -208990.687500 Penalty: 765.658569
	Iteration 50Q: 3 clusters Score -208990.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -208999.718750 Penalty: 765.658569
	Iteration 51Q: 3 clusters Score -208999.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -209007.968750 Penalty: 765.658569
	Iteration 52Q: 3 clusters Score -209008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -209016.328125 Penalty: 765.658569
	Iteration 53Q: 3 clusters Score -209016.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -209023.281250 Penalty: 765.658569
	Iteration 54Q: 3 clusters Score -209023.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -209034.296875 Penalty: 765.658569
	Iteration 55Q: 3 clusters Score -209034.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -209051.031250 Penalty: 765.658569
	Iteration 56Q: 3 clusters Score -209051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -209066.781250 Penalty: 765.658569
	Iteration 57Q: 3 clusters Score -209066.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -209075.234375 Penalty: 765.658569
	Iteration 58Q: 3 clusters Score -209075.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -209081.875000 Penalty: 765.658569
	Iteration 59Q: 3 clusters Score -209081.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -209090.375000 Penalty: 765.658569
	Iteration 60F: 3 clusters Score -209090.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -209099.093750 Penalty: 765.658569
	Iteration 61Q: 3 clusters Score -209099.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -209102.234375 Penalty: 765.658569
	Iteration 62Q: 3 clusters Score -209102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -209103.093750 Penalty: 765.658569
	Iteration 63Q: 3 clusters Score -209103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -209103.390625 Penalty: 765.658569
	Iteration 64Q: 3 clusters Score -209103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -209103.515625 Penalty: 765.658569
	Iteration 65Q: 3 clusters Score -209103.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -209104.390625 Penalty: 765.658569
	Iteration 66Q: 3 clusters Score -209104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -209104.312500 Penalty: 765.658569
	Iteration 67Q: 3 clusters Score -209104.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -209104.312500 Penalty: 765.658569
	Iteration 68F: 3 clusters Score -209104.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -120551.796875 Penalty: 355.720276
	Iteration 0F: 2 clusters Score -120551.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -118737.085938 Penalty: 711.440552
	Iteration 0F: 3 clusters Score -118737.1 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -119376.367188 Penalty: 711.440552
	Iteration 1F: 3 clusters Score -119376.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -119437.132812 Penalty: 711.440552
	Iteration 2F: 3 clusters Score -119437.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -119498.945312 Penalty: 711.440552
	Iteration 3F: 3 clusters Score -119498.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -119540.445312 Penalty: 711.440552
	Iteration 4Q: 3 clusters Score -119540.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -119579.914062 Penalty: 711.440552
	Iteration 5Q: 3 clusters Score -119579.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -119625.859375 Penalty: 711.440552
	Iteration 6Q: 3 clusters Score -119625.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -119686.718750 Penalty: 711.440552
	Iteration 7Q: 3 clusters Score -119686.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -119757.500000 Penalty: 711.440552
	Iteration 8Q: 3 clusters Score -119757.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -119845.507812 Penalty: 711.440552
	Iteration 9Q: 3 clusters Score -119845.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -119916.875000 Penalty: 711.440552
	Iteration 10Q: 3 clusters Score -119916.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -119971.406250 Penalty: 711.440552
	Iteration 11Q: 3 clusters Score -119971.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -120026.625000 Penalty: 711.440552
	Iteration 12Q: 3 clusters Score -120026.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -120077.695312 Penalty: 711.440552
	Iteration 13Q: 3 clusters Score -120077.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -120120.531250 Penalty: 711.440552
	Iteration 14Q: 3 clusters Score -120120.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -120148.460938 Penalty: 711.440552
	Iteration 15Q: 3 clusters Score -120148.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -120168.000000 Penalty: 711.440552
	Iteration 16Q: 3 clusters Score -120168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -120197.218750 Penalty: 711.440552
	Iteration 17Q: 3 clusters Score -120197.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -120218.562500 Penalty: 711.440552
	Iteration 18Q: 3 clusters Score -120218.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -120236.273438 Penalty: 711.440552
	Iteration 19Q: 3 clusters Score -120236.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -120251.007812 Penalty: 711.440552
	Iteration 20F: 3 clusters Score -120251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -120265.335938 Penalty: 711.440552
	Iteration 21Q: 3 clusters Score -120265.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -120274.195312 Penalty: 711.440552
	Iteration 22Q: 3 clusters Score -120274.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -120277.703125 Penalty: 711.440552
	Iteration 23Q: 3 clusters Score -120277.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -120281.148438 Penalty: 711.440552
	Iteration 24Q: 3 clusters Score -120281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -120284.742188 Penalty: 711.440552
	Iteration 25Q: 3 clusters Score -120284.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -120287.164062 Penalty: 711.440552
	Iteration 26Q: 3 clusters Score -120287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -120288.070312 Penalty: 711.440552
	Iteration 27Q: 3 clusters Score -120288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -120289.570312 Penalty: 711.440552
	Iteration 28Q: 3 clusters Score -120289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -120290.273438 Penalty: 711.440552
	Iteration 29Q: 3 clusters Score -120290.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -120291.539062 Penalty: 711.440552
	Iteration 30Q: 3 clusters Score -120291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -120292.546875 Penalty: 711.440552
	Iteration 31Q: 3 clusters Score -120292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -120292.546875 Penalty: 711.440552
	Iteration 32F: 3 clusters Score -120292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Entering Unmasked Estep 
Score: -1947644.125000 Penalty: 484.466370
	Iteration 0F: 2 clusters Score -1947644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -1919651.875000 Penalty: 968.932739
	Iteration 0F: 3 clusters Score -1919652 nChanged 20102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -1931322.875000 Penalty: 968.932739
	Iteration 1F: 3 clusters Score -1931323 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -1931910.750000 Penalty: 968.932739
	Iteration 2Q: 3 clusters Score -1931911 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -1932917.500000 Penalty: 968.932739
	Iteration 3Q: 3 clusters Score -1932918 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -1934696.500000 Penalty: 968.932739
	Iteration 4F: 3 clusters Score -1934696 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -1937452.375000 Penalty: 968.932739
	Iteration 5F: 3 clusters Score -1937452 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -1940738.500000 Penalty: 968.932739
	Iteration 6F: 3 clusters Score -1940738 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -1943569.500000 Penalty: 968.932739
	Iteration 7F: 3 clusters Score -1943570 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -1945216.375000 Penalty: 968.932739
	Iteration 8Q: 3 clusters Score -1945216 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -1946145.125000 Penalty: 968.932739
	Iteration 9Q: 3 clusters Score -1946145 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -1946621.125000 Penalty: 968.932739
	Iteration 10Q: 3 clusters Score -1946621 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -1946855.000000 Penalty: 968.932739
	Iteration 11Q: 3 clusters Score -1946855 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -1946968.875000 Penalty: 968.932739
	Iteration 12Q: 3 clusters Score -1946969 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -1947045.125000 Penalty: 968.932739
	Iteration 13Q: 3 clusters Score -1947045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -1947095.375000 Penalty: 968.932739
	Iteration 14Q: 3 clusters Score -1947095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -1947138.625000 Penalty: 968.932739
	Iteration 15Q: 3 clusters Score -1947139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -1947165.375000 Penalty: 968.932739
	Iteration 16Q: 3 clusters Score -1947165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -1947181.750000 Penalty: 968.932739
	Iteration 17Q: 3 clusters Score -1947182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -1947195.625000 Penalty: 968.932739
	Iteration 18Q: 3 clusters Score -1947196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -1947206.375000 Penalty: 968.932739
	Iteration 19Q: 3 clusters Score -1947206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -1947212.750000 Penalty: 968.932739
	Iteration 20F: 3 clusters Score -1947213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -1947218.250000 Penalty: 968.932739
	Iteration 21Q: 3 clusters Score -1947218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -1947224.125000 Penalty: 968.932739
	Iteration 22Q: 3 clusters Score -1947224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -1947229.375000 Penalty: 968.932739
	Iteration 23Q: 3 clusters Score -1947229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -1947229.375000 Penalty: 968.932739
	Iteration 24Q: 3 clusters Score -1947229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -1947230.750000 Penalty: 968.932739
	Iteration 25Q: 3 clusters Score -1947231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -1947231.000000 Penalty: 968.932739
	Iteration 26Q: 3 clusters Score -1947231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -1947229.125000 Penalty: 968.932739
	Iteration 27Q: 3 clusters Score -1947229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -1947229.125000 Penalty: 968.932739
	Iteration 28F: 3 clusters Score -1947229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -205401.171875 Penalty: 379.251221
	Iteration 0F: 2 clusters Score -205401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -202559.593750 Penalty: 758.502441
	Iteration 0F: 3 clusters Score -202559.6 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -203580.031250 Penalty: 758.502441
	Iteration 1F: 3 clusters Score -203580 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -203696.390625 Penalty: 758.502441
	Iteration 2F: 3 clusters Score -203696.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -203812.937500 Penalty: 758.502441
	Iteration 3F: 3 clusters Score -203812.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -203914.078125 Penalty: 758.502441
	Iteration 4Q: 3 clusters Score -203914.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -204029.500000 Penalty: 758.502441
	Iteration 5Q: 3 clusters Score -204029.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -204183.718750 Penalty: 758.502441
	Iteration 6F: 3 clusters Score -204183.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -204350.796875 Penalty: 758.502441
	Iteration 7F: 3 clusters Score -204350.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -204546.937500 Penalty: 758.502441
	Iteration 8F: 3 clusters Score -204546.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -204726.984375 Penalty: 758.502441
	Iteration 9Q: 3 clusters Score -204727 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -204873.812500 Penalty: 758.502441
	Iteration 10Q: 3 clusters Score -204873.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -204967.250000 Penalty: 758.502441
	Iteration 11Q: 3 clusters Score -204967.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -205013.109375 Penalty: 758.502441
	Iteration 12Q: 3 clusters Score -205013.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -205043.078125 Penalty: 758.502441
	Iteration 13Q: 3 clusters Score -205043.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -205055.328125 Penalty: 758.502441
	Iteration 14Q: 3 clusters Score -205055.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -205063.203125 Penalty: 758.502441
	Iteration 15Q: 3 clusters Score -205063.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -205066.390625 Penalty: 758.502441
	Iteration 16Q: 3 clusters Score -205066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -205068.593750 Penalty: 758.502441
	Iteration 17Q: 3 clusters Score -205068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -205069.562500 Penalty: 758.502441
	Iteration 18Q: 3 clusters Score -205069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -205070.484375 Penalty: 758.502441
	Iteration 19Q: 3 clusters Score -205070.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -205074.656250 Penalty: 758.502441
	Iteration 20F: 3 clusters Score -205074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -205076.656250 Penalty: 758.502441
	Iteration 21Q: 3 clusters Score -205076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -205077.187500 Penalty: 758.502441
	Iteration 22Q: 3 clusters Score -205077.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -205077.187500 Penalty: 758.502441
	Iteration 23F: 3 clusters Score -205077.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -9532.452148 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -9532.452 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 134 members 
Entering Unmasked Estep 
Score: -9212.645508 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -9212.646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9287.715820 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -9287.716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9308.336914 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -9308.337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9323.571289 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -9323.571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9341.333984 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -9341.334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9360.171875 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -9360.172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9372.093750 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -9372.094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9373.635742 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -9373.636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9373.635742 Penalty: 499.116516
	Iteration 8F: 3 clusters Score -9373.636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (193625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193625 members 
Entering Unmasked Estep 
Score: -9583768.000000 Penalty: 553.902344
	Iteration 0F: 2 clusters Score -9583768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -9453159.000000 Penalty: 1107.804688
	Iteration 0F: 3 clusters Score -9453159 nChanged 95255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 100310 members 
Entering Unmasked Estep 
Score: -9511378.000000 Penalty: 1107.804688
	Iteration 1F: 3 clusters Score -9511378 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 102319 members 
Entering Unmasked Estep 
Score: -9513272.000000 Penalty: 1107.804688
	Iteration 2Q: 3 clusters Score -9513272 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 105210 members 
Entering Unmasked Estep 
Score: -9516460.000000 Penalty: 1107.804688
	Iteration 3Q: 3 clusters Score -9516460 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 109257 members 
Entering Unmasked Estep 
Score: -9521800.000000 Penalty: 1107.804688
	Iteration 4Q: 3 clusters Score -9521800 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -9530299.000000 Penalty: 1107.804688
	Iteration 5F: 3 clusters Score -9530299 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 119368 members 
Entering Unmasked Estep 
Score: -9540820.000000 Penalty: 1107.804688
	Iteration 6F: 3 clusters Score -9540820 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
Score: -9548238.000000 Penalty: 1107.804688
	Iteration 7F: 3 clusters Score -9548238 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -9551263.000000 Penalty: 1107.804688
	Iteration 8Q: 3 clusters Score -9551263 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 126793 members 
Entering Unmasked Estep 
Score: -9552639.000000 Penalty: 1107.804688
	Iteration 9Q: 3 clusters Score -9552639 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 128667 members 
Entering Unmasked Estep 
Score: -9554015.000000 Penalty: 1107.804688
	Iteration 10Q: 3 clusters Score -9554015 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 130420 members 
Entering Unmasked Estep 
Score: -9555595.000000 Penalty: 1107.804688
	Iteration 11Q: 3 clusters Score -9555595 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 132167 members 
Entering Unmasked Estep 
Score: -9557546.000000 Penalty: 1107.804688
	Iteration 12Q: 3 clusters Score -9557546 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 133685 members 
Entering Unmasked Estep 
Score: -9560055.000000 Penalty: 1107.804688
	Iteration 13Q: 3 clusters Score -9560055 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 134818 members 
Entering Unmasked Estep 
Score: -9563027.000000 Penalty: 1107.804688
	Iteration 14Q: 3 clusters Score -9563027 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 135602 members 
Entering Unmasked Estep 
Score: -9566081.000000 Penalty: 1107.804688
	Iteration 15Q: 3 clusters Score -9566081 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 135817 members 
Entering Unmasked Estep 
Score: -9569243.000000 Penalty: 1107.804688
	Iteration 16Q: 3 clusters Score -9569243 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 135435 members 
Entering Unmasked Estep 
Score: -9572225.000000 Penalty: 1107.804688
	Iteration 17Q: 3 clusters Score -9572225 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 134620 members 
Entering Unmasked Estep 
Score: -9574989.000000 Penalty: 1107.804688
	Iteration 18Q: 3 clusters Score -9574989 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 133343 members 
Entering Unmasked Estep 
Score: -9577393.000000 Penalty: 1107.804688
	Iteration 19Q: 3 clusters Score -9577393 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 132072 members 
Entering Unmasked Estep 
Score: -9579569.000000 Penalty: 1107.804688
	Iteration 20F: 3 clusters Score -9579569 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 130915 members 
Entering Unmasked Estep 
Score: -9581005.000000 Penalty: 1107.804688
	Iteration 21Q: 3 clusters Score -9581005 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 130140 members 
Entering Unmasked Estep 
Score: -9581924.000000 Penalty: 1107.804688
	Iteration 22Q: 3 clusters Score -9581924 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 129576 members 
Entering Unmasked Estep 
Score: -9582393.000000 Penalty: 1107.804688
	Iteration 23Q: 3 clusters Score -9582393 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 129215 members 
Entering Unmasked Estep 
Score: -9582631.000000 Penalty: 1107.804688
	Iteration 24Q: 3 clusters Score -9582631 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 128868 members 
Entering Unmasked Estep 
Score: -9582681.000000 Penalty: 1107.804688
	Iteration 25Q: 3 clusters Score -9582681 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 128545 members 
Entering Unmasked Estep 
Score: -9582785.000000 Penalty: 1107.804688
	Iteration 26Q: 3 clusters Score -9582785 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 128352 members 
Entering Unmasked Estep 
Score: -9582852.000000 Penalty: 1107.804688
	Iteration 27Q: 3 clusters Score -9582852 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 128053 members 
Entering Unmasked Estep 
Score: -9582895.000000 Penalty: 1107.804688
	Iteration 28Q: 3 clusters Score -9582895 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 127736 members 
Entering Unmasked Estep 
Score: -9582891.000000 Penalty: 1107.804688
	Iteration 29Q: 3 clusters Score -9582891 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 127461 members 
Entering Unmasked Estep 
Score: -9582892.000000 Penalty: 1107.804688
	Iteration 30Q: 3 clusters Score -9582892 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 127232 members 
Entering Unmasked Estep 
Score: -9582918.000000 Penalty: 1107.804688
	Iteration 31Q: 3 clusters Score -9582918 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -9582916.000000 Penalty: 1107.804688
	Iteration 32Q: 3 clusters Score -9582916 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 126731 members 
Entering Unmasked Estep 
Score: -9582916.000000 Penalty: 1107.804688
	Iteration 33Q: 3 clusters Score -9582916 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 126563 members 
Entering Unmasked Estep 
Score: -9582940.000000 Penalty: 1107.804688
	Iteration 34Q: 3 clusters Score -9582940 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 126322 members 
Entering Unmasked Estep 
Score: -9582939.000000 Penalty: 1107.804688
	Iteration 35Q: 3 clusters Score -9582939 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 126130 members 
Entering Unmasked Estep 
Score: -9582936.000000 Penalty: 1107.804688
	Iteration 36Q: 3 clusters Score -9582936 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 125901 members 
Entering Unmasked Estep 
Score: -9582912.000000 Penalty: 1107.804688
	Iteration 37Q: 3 clusters Score -9582912 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 125692 members 
Entering Unmasked Estep 
Score: -9582933.000000 Penalty: 1107.804688
	Iteration 38Q: 3 clusters Score -9582933 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -9582924.000000 Penalty: 1107.804688
	Iteration 39Q: 3 clusters Score -9582924 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 125254 members 
Entering Unmasked Estep 
Score: -9582924.000000 Penalty: 1107.804688
	Iteration 40F: 3 clusters Score -9582924 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 125067 members 
Entering Unmasked Estep 
Score: -9582910.000000 Penalty: 1107.804688
	Iteration 41Q: 3 clusters Score -9582910 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -9582900.000000 Penalty: 1107.804688
	Iteration 42Q: 3 clusters Score -9582900 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 124792 members 
Entering Unmasked Estep 
Score: -9582902.000000 Penalty: 1107.804688
	Iteration 43Q: 3 clusters Score -9582902 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 124653 members 
Entering Unmasked Estep 
Score: -9582925.000000 Penalty: 1107.804688
	Iteration 44Q: 3 clusters Score -9582925 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 124512 members 
Entering Unmasked Estep 
Score: -9582921.000000 Penalty: 1107.804688
	Iteration 45Q: 3 clusters Score -9582921 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 124389 members 
Entering Unmasked Estep 
Score: -9582928.000000 Penalty: 1107.804688
	Iteration 46Q: 3 clusters Score -9582928 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 124269 members 
Entering Unmasked Estep 
Score: -9582933.000000 Penalty: 1107.804688
	Iteration 47Q: 3 clusters Score -9582933 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 124161 members 
Entering Unmasked Estep 
Score: -9582938.000000 Penalty: 1107.804688
	Iteration 48Q: 3 clusters Score -9582938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 124083 members 
Entering Unmasked Estep 
Score: -9582950.000000 Penalty: 1107.804688
	Iteration 49Q: 3 clusters Score -9582950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 123979 members 
Entering Unmasked Estep 
Score: -9582929.000000 Penalty: 1107.804688
	Iteration 50Q: 3 clusters Score -9582929 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -9582927.000000 Penalty: 1107.804688
	Iteration 51Q: 3 clusters Score -9582927 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 123741 members 
Entering Unmasked Estep 
Score: -9582909.000000 Penalty: 1107.804688
	Iteration 52Q: 3 clusters Score -9582909 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -9582908.000000 Penalty: 1107.804688
	Iteration 53Q: 3 clusters Score -9582908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -9582913.000000 Penalty: 1107.804688
	Iteration 54Q: 3 clusters Score -9582913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -9582911.000000 Penalty: 1107.804688
	Iteration 55Q: 3 clusters Score -9582911 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 123429 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9582904 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 123322 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9582895 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 123231 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9582879 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 123120 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9582921 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 123014 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9582902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 122883 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9582892 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 122748 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9582879 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 122627 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9582882 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 122475 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9582885 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 122323 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 122175 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9582872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 122062 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9582885 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 121943 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9582879 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 121810 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9582886 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 121683 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9582879 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 121571 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9582894 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 121418 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9582884 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 121192 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9582902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 121003 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9582882 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 120800 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9582884 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 120651 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9582917 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 120488 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9582914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9582889 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 120252 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9582893 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 120166 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9582887 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73578 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9582878 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 119967 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9582879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 119895 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9582899 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9582910 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 119733 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9582918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 119657 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9582916 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 119594 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9582915 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 119536 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9582918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74172 members 
Mstep: Class 2 contains 119453 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9582918 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9582904 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 119219 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9582924 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 119066 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9582935 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 118909 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9582923 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 118772 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9582932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9582956 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 118531 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9582925 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 118433 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9582936 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 118323 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9582972 nChanged 105
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Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 118218 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9582988 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 118121 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9582997 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 118044 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9582984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 117963 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9582987 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 117877 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9582984 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75833 members 
Mstep: Class 2 contains 117792 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9582975 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 117744 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9582974 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 117686 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9582956 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 117661 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9582954 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 117608 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9582940 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 117566 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9582955 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 117549 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9582961 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 117530 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9582966 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9582962 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9582967 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 117434 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9582966 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 117397 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9582952 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 117375 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9582940 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 117360 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9582941 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76290 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9582932 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9582915 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 117189 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9582929 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 117116 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9582925 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 117066 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9582923 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 117001 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9582923 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 116941 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9582940 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 116917 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9582931 nChanged 57
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Mstep: Class 1 contains 76765 members 
Mstep: Class 2 contains 116860 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9582923 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 116790 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9582937 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 116744 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9582933 nChanged 33
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Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 116711 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9582928 nChanged 85
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Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9582923 nChanged 71
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Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 116555 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9582907 nChanged 85
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Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 116470 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9582901 nChanged 57
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Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 116413 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9582895 nChanged 69
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Mstep: Class 1 contains 77281 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9582898 nChanged 53
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9582896 nChanged 33
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Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 116258 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9582890 nChanged 73
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Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 116185 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9582901 nChanged 39
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Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 116146 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9582887 nChanged 30
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Mstep: Class 1 contains 77509 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9582886 nChanged 41
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Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 116075 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9582909 nChanged 49
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Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 116026 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9582906 nChanged 34
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Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 115992 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9582922 nChanged 34
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Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9582915 nChanged 45
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Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 115913 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9582905 nChanged 68
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Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 115845 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9582918 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 115793 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9582902 nChanged 53
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Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 115740 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9582893 nChanged 41
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Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9582888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 115644 members 
Entering Unmasked Estep 
Score: -9582886.000000 Penalty: 1107.804688
	Iteration 149Q: 3 clusters Score -9582886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 115614 members 
Entering Unmasked Estep 
Score: -9582883.000000 Penalty: 1107.804688
	Iteration 150Q: 3 clusters Score -9582883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 115550 members 
Entering Unmasked Estep 
Score: -9582896.000000 Penalty: 1107.804688
	Iteration 151Q: 3 clusters Score -9582896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -9582883.000000 Penalty: 1107.804688
	Iteration 152Q: 3 clusters Score -9582883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 115388 members 
Entering Unmasked Estep 
Score: -9582883.000000 Penalty: 1107.804688
	Iteration 153Q: 3 clusters Score -9582883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78313 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -9582892.000000 Penalty: 1107.804688
	Iteration 154Q: 3 clusters Score -9582892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 115261 members 
Entering Unmasked Estep 
Score: -9582899.000000 Penalty: 1107.804688
	Iteration 155Q: 3 clusters Score -9582899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -9582890.000000 Penalty: 1107.804688
	Iteration 156Q: 3 clusters Score -9582890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 115183 members 
Entering Unmasked Estep 
Score: -9582877.000000 Penalty: 1107.804688
	Iteration 157Q: 3 clusters Score -9582877 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -9582871.000000 Penalty: 1107.804688
	Iteration 158Q: 3 clusters Score -9582871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 115096 members 
Entering Unmasked Estep 
Score: -9582870.000000 Penalty: 1107.804688
	Iteration 159Q: 3 clusters Score -9582870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -9582881.000000 Penalty: 1107.804688
	Iteration 160F: 3 clusters Score -9582881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -9582870.000000 Penalty: 1107.804688
	Iteration 161Q: 3 clusters Score -9582870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78556 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -9582865.000000 Penalty: 1107.804688
	Iteration 162Q: 3 clusters Score -9582865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -9582864.000000 Penalty: 1107.804688
	Iteration 163Q: 3 clusters Score -9582864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -9582864.000000 Penalty: 1107.804688
	Iteration 164F: 3 clusters Score -9582864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Entering Unmasked Estep 
Score: -68776.757812 Penalty: 330.353790
	Iteration 0F: 2 clusters Score -68776.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -67692.968750 Penalty: 660.707581
	Iteration 0F: 3 clusters Score -67692.97 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -68018.921875 Penalty: 660.707581
	Iteration 1F: 3 clusters Score -68018.92 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -68076.515625 Penalty: 660.707581
	Iteration 2F: 3 clusters Score -68076.52 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -68121.140625 Penalty: 660.707581
	Iteration 3F: 3 clusters Score -68121.14 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -68176.195312 Penalty: 660.707581
	Iteration 4F: 3 clusters Score -68176.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -68229.968750 Penalty: 660.707581
	Iteration 5Q: 3 clusters Score -68229.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -68278.351562 Penalty: 660.707581
	Iteration 6Q: 3 clusters Score -68278.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -68316.578125 Penalty: 660.707581
	Iteration 7Q: 3 clusters Score -68316.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -68354.117188 Penalty: 660.707581
	Iteration 8Q: 3 clusters Score -68354.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -68402.539062 Penalty: 660.707581
	Iteration 9Q: 3 clusters Score -68402.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -68445.304688 Penalty: 660.707581
	Iteration 10Q: 3 clusters Score -68445.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -68486.046875 Penalty: 660.707581
	Iteration 11Q: 3 clusters Score -68486.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -68502.007812 Penalty: 660.707581
	Iteration 12Q: 3 clusters Score -68502.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -68510.945312 Penalty: 660.707581
	Iteration 13Q: 3 clusters Score -68510.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -68513.796875 Penalty: 660.707581
	Iteration 14Q: 3 clusters Score -68513.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -68516.312500 Penalty: 660.707581
	Iteration 15Q: 3 clusters Score -68516.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -68517.421875 Penalty: 660.707581
	Iteration 16Q: 3 clusters Score -68517.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -68518.625000 Penalty: 660.707581
	Iteration 17Q: 3 clusters Score -68518.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -68519.710938 Penalty: 660.707581
	Iteration 18Q: 3 clusters Score -68519.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -68520.875000 Penalty: 660.707581
	Iteration 19Q: 3 clusters Score -68520.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -68524.562500 Penalty: 660.707581
	Iteration 20F: 3 clusters Score -68524.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -68530.257812 Penalty: 660.707581
	Iteration 21Q: 3 clusters Score -68530.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -68536.679688 Penalty: 660.707581
	Iteration 22Q: 3 clusters Score -68536.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -68538.617188 Penalty: 660.707581
	Iteration 23Q: 3 clusters Score -68538.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -68541.734375 Penalty: 660.707581
	Iteration 24Q: 3 clusters Score -68541.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -68543.125000 Penalty: 660.707581
	Iteration 25Q: 3 clusters Score -68543.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -68544.531250 Penalty: 660.707581
	Iteration 26Q: 3 clusters Score -68544.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -68547.492188 Penalty: 660.707581
	Iteration 27Q: 3 clusters Score -68547.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -68552.398438 Penalty: 660.707581
	Iteration 28Q: 3 clusters Score -68552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -68554.843750 Penalty: 660.707581
	Iteration 29Q: 3 clusters Score -68554.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -68556.039062 Penalty: 660.707581
	Iteration 30Q: 3 clusters Score -68556.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -68557.195312 Penalty: 660.707581
	Iteration 31Q: 3 clusters Score -68557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -68557.437500 Penalty: 660.707581
	Iteration 32Q: 3 clusters Score -68557.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -68557.437500 Penalty: 660.707581
	Iteration 33F: 3 clusters Score -68557.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -53815.539062 Penalty: 326.762421
	Iteration 0F: 2 clusters Score -53815.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -52798.507812 Penalty: 653.524841
	Iteration 0F: 3 clusters Score -52798.51 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -53159.011719 Penalty: 653.524841
	Iteration 1F: 3 clusters Score -53159.01 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53251.179688 Penalty: 653.524841
	Iteration 2F: 3 clusters Score -53251.18 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -53339.730469 Penalty: 653.524841
	Iteration 3F: 3 clusters Score -53339.73 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -53416.707031 Penalty: 653.524841
	Iteration 4F: 3 clusters Score -53416.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -53496.394531 Penalty: 653.524841
	Iteration 5F: 3 clusters Score -53496.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -53572.000000 Penalty: 653.524841
	Iteration 6Q: 3 clusters Score -53572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -53630.839844 Penalty: 653.524841
	Iteration 7Q: 3 clusters Score -53630.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -53678.816406 Penalty: 653.524841
	Iteration 8Q: 3 clusters Score -53678.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -53709.816406 Penalty: 653.524841
	Iteration 9Q: 3 clusters Score -53709.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -53727.953125 Penalty: 653.524841
	Iteration 10Q: 3 clusters Score -53727.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -53732.320312 Penalty: 653.524841
	Iteration 11Q: 3 clusters Score -53732.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -53737.531250 Penalty: 653.524841
	Iteration 12Q: 3 clusters Score -53737.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -53738.875000 Penalty: 653.524841
	Iteration 13Q: 3 clusters Score -53738.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -53739.554688 Penalty: 653.524841
	Iteration 14Q: 3 clusters Score -53739.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -53739.734375 Penalty: 653.524841
	Iteration 15Q: 3 clusters Score -53739.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -53739.894531 Penalty: 653.524841
	Iteration 16Q: 3 clusters Score -53739.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -53739.996094 Penalty: 653.524841
	Iteration 17Q: 3 clusters Score -53740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -53740.261719 Penalty: 653.524841
	Iteration 18Q: 3 clusters Score -53740.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -53740.820312 Penalty: 653.524841
	Iteration 19Q: 3 clusters Score -53740.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -53741.753906 Penalty: 653.524841
	Iteration 20F: 3 clusters Score -53741.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -53743.078125 Penalty: 653.524841
	Iteration 21Q: 3 clusters Score -53743.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -53745.183594 Penalty: 653.524841
	Iteration 22Q: 3 clusters Score -53745.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -53748.945312 Penalty: 653.524841
	Iteration 23Q: 3 clusters Score -53748.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -53754.679688 Penalty: 653.524841
	Iteration 24Q: 3 clusters Score -53754.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -53757.101562 Penalty: 653.524841
	Iteration 25Q: 3 clusters Score -53757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -53758.460938 Penalty: 653.524841
	Iteration 26Q: 3 clusters Score -53758.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -53758.546875 Penalty: 653.524841
	Iteration 27Q: 3 clusters Score -53758.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -53758.546875 Penalty: 653.524841
	Iteration 28F: 3 clusters Score -53758.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -48851.367188 Penalty: 312.492828
	Iteration 0F: 2 clusters Score -48851.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48067.726562 Penalty: 624.985657
	Iteration 0F: 3 clusters Score -48067.73 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48310.433594 Penalty: 624.985657
	Iteration 1F: 3 clusters Score -48310.43 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -48382.820312 Penalty: 624.985657
	Iteration 2F: 3 clusters Score -48382.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48433.300781 Penalty: 624.985657
	Iteration 3F: 3 clusters Score -48433.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48462.128906 Penalty: 624.985657
	Iteration 4Q: 3 clusters Score -48462.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48491.949219 Penalty: 624.985657
	Iteration 5Q: 3 clusters Score -48491.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -48517.070312 Penalty: 624.985657
	Iteration 6Q: 3 clusters Score -48517.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -48551.437500 Penalty: 624.985657
	Iteration 7Q: 3 clusters Score -48551.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -48590.093750 Penalty: 624.985657
	Iteration 8Q: 3 clusters Score -48590.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48626.648438 Penalty: 624.985657
	Iteration 9Q: 3 clusters Score -48626.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -48660.886719 Penalty: 624.985657
	Iteration 10Q: 3 clusters Score -48660.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48684.421875 Penalty: 624.985657
	Iteration 11Q: 3 clusters Score -48684.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48707.257812 Penalty: 624.985657
	Iteration 12Q: 3 clusters Score -48707.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -48725.167969 Penalty: 624.985657
	Iteration 13Q: 3 clusters Score -48725.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48745.187500 Penalty: 624.985657
	Iteration 14Q: 3 clusters Score -48745.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48758.894531 Penalty: 624.985657
	Iteration 15Q: 3 clusters Score -48758.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48765.601562 Penalty: 624.985657
	Iteration 16Q: 3 clusters Score -48765.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48770.550781 Penalty: 624.985657
	Iteration 17Q: 3 clusters Score -48770.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48772.777344 Penalty: 624.985657
	Iteration 18Q: 3 clusters Score -48772.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48774.464844 Penalty: 624.985657
	Iteration 19Q: 3 clusters Score -48774.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48774.859375 Penalty: 624.985657
	Iteration 20F: 3 clusters Score -48774.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48775.769531 Penalty: 624.985657
	Iteration 21Q: 3 clusters Score -48775.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48776.820312 Penalty: 624.985657
	Iteration 22Q: 3 clusters Score -48776.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48778.523438 Penalty: 624.985657
	Iteration 23Q: 3 clusters Score -48778.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48779.628906 Penalty: 624.985657
	Iteration 24Q: 3 clusters Score -48779.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48779.890625 Penalty: 624.985657
	Iteration 25Q: 3 clusters Score -48779.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48779.890625 Penalty: 624.985657
	Iteration 26F: 3 clusters Score -48779.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -47044.097656 Penalty: 311.244873
	Iteration 0F: 2 clusters Score -47044.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -46270.714844 Penalty: 622.489746
	Iteration 0F: 3 clusters Score -46270.71 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -46530.175781 Penalty: 622.489746
	Iteration 1F: 3 clusters Score -46530.18 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -46627.382812 Penalty: 622.489746
	Iteration 2F: 3 clusters Score -46627.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46693.542969 Penalty: 622.489746
	Iteration 3F: 3 clusters Score -46693.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -46731.398438 Penalty: 622.489746
	Iteration 4Q: 3 clusters Score -46731.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -46755.707031 Penalty: 622.489746
	Iteration 5Q: 3 clusters Score -46755.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -46772.988281 Penalty: 622.489746
	Iteration 6Q: 3 clusters Score -46772.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -46782.257812 Penalty: 622.489746
	Iteration 7Q: 3 clusters Score -46782.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -46787.597656 Penalty: 622.489746
	Iteration 8Q: 3 clusters Score -46787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -46790.558594 Penalty: 622.489746
	Iteration 9Q: 3 clusters Score -46790.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -46795.628906 Penalty: 622.489746
	Iteration 10Q: 3 clusters Score -46795.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -46799.886719 Penalty: 622.489746
	Iteration 11Q: 3 clusters Score -46799.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -46803.652344 Penalty: 622.489746
	Iteration 12Q: 3 clusters Score -46803.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -46805.183594 Penalty: 622.489746
	Iteration 13Q: 3 clusters Score -46805.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -46806.167969 Penalty: 622.489746
	Iteration 14Q: 3 clusters Score -46806.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -46806.570312 Penalty: 622.489746
	Iteration 15Q: 3 clusters Score -46806.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -46806.867188 Penalty: 622.489746
	Iteration 16Q: 3 clusters Score -46806.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -46806.867188 Penalty: 622.489746
	Iteration 17F: 3 clusters Score -46806.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Entering Unmasked Estep 
Score: -265191.906250 Penalty: 393.843964
	Iteration 0F: 2 clusters Score -265191.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -261348.171875 Penalty: 787.687927
	Iteration 0F: 3 clusters Score -261348.2 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -262864.000000 Penalty: 787.687927
	Iteration 1F: 3 clusters Score -262864 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -262998.812500 Penalty: 787.687927
	Iteration 2F: 3 clusters Score -262998.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -263119.500000 Penalty: 787.687927
	Iteration 3Q: 3 clusters Score -263119.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -263245.906250 Penalty: 787.687927
	Iteration 4Q: 3 clusters Score -263245.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -263405.125000 Penalty: 787.687927
	Iteration 5Q: 3 clusters Score -263405.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -263605.437500 Penalty: 787.687927
	Iteration 6F: 3 clusters Score -263605.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -263872.593750 Penalty: 787.687927
	Iteration 7F: 3 clusters Score -263872.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -264162.531250 Penalty: 787.687927
	Iteration 8F: 3 clusters Score -264162.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -264439.843750 Penalty: 787.687927
	Iteration 9Q: 3 clusters Score -264439.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -264613.906250 Penalty: 787.687927
	Iteration 10Q: 3 clusters Score -264613.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -264732.718750 Penalty: 787.687927
	Iteration 11Q: 3 clusters Score -264732.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -264811.343750 Penalty: 787.687927
	Iteration 12Q: 3 clusters Score -264811.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -264874.406250 Penalty: 787.687927
	Iteration 13Q: 3 clusters Score -264874.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -264915.281250 Penalty: 787.687927
	Iteration 14Q: 3 clusters Score -264915.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -264940.250000 Penalty: 787.687927
	Iteration 15Q: 3 clusters Score -264940.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -264958.125000 Penalty: 787.687927
	Iteration 16Q: 3 clusters Score -264958.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -264966.125000 Penalty: 787.687927
	Iteration 17Q: 3 clusters Score -264966.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -264975.031250 Penalty: 787.687927
	Iteration 18Q: 3 clusters Score -264975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -264980.218750 Penalty: 787.687927
	Iteration 19Q: 3 clusters Score -264980.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -264985.687500 Penalty: 787.687927
	Iteration 20F: 3 clusters Score -264985.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -264988.562500 Penalty: 787.687927
	Iteration 21Q: 3 clusters Score -264988.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -264991.312500 Penalty: 787.687927
	Iteration 22Q: 3 clusters Score -264991.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -264992.625000 Penalty: 787.687927
	Iteration 23Q: 3 clusters Score -264992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -264994.406250 Penalty: 787.687927
	Iteration 24Q: 3 clusters Score -264994.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -264996.312500 Penalty: 787.687927
	Iteration 25Q: 3 clusters Score -264996.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -264996.843750 Penalty: 787.687927
	Iteration 26Q: 3 clusters Score -264996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -264997.906250 Penalty: 787.687927
	Iteration 27Q: 3 clusters Score -264997.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -264998.437500 Penalty: 787.687927
	Iteration 28Q: 3 clusters Score -264998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -264999.093750 Penalty: 787.687927
	Iteration 29Q: 3 clusters Score -264999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -265000.343750 Penalty: 787.687927
	Iteration 30Q: 3 clusters Score -265000.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -265002.906250 Penalty: 787.687927
	Iteration 31Q: 3 clusters Score -265002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -265004.250000 Penalty: 787.687927
	Iteration 32Q: 3 clusters Score -265004.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -265008.375000 Penalty: 787.687927
	Iteration 33Q: 3 clusters Score -265008.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -265012.656250 Penalty: 787.687927
	Iteration 34Q: 3 clusters Score -265012.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -265017.156250 Penalty: 787.687927
	Iteration 35Q: 3 clusters Score -265017.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -265018.718750 Penalty: 787.687927
	Iteration 36Q: 3 clusters Score -265018.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -265019.437500 Penalty: 787.687927
	Iteration 37Q: 3 clusters Score -265019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -265019.968750 Penalty: 787.687927
	Iteration 38Q: 3 clusters Score -265020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -265019.937500 Penalty: 787.687927
	Iteration 39Q: 3 clusters Score -265019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -265019.937500 Penalty: 787.687927
	Iteration 40F: 3 clusters Score -265019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -265020.125000 Penalty: 787.687927
	Iteration 41Q: 3 clusters Score -265020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -265020.093750 Penalty: 787.687927
	Iteration 42Q: 3 clusters Score -265020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -265020.250000 Penalty: 787.687927
	Iteration 43Q: 3 clusters Score -265020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -265020.968750 Penalty: 787.687927
	Iteration 44Q: 3 clusters Score -265021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -265022.343750 Penalty: 787.687927
	Iteration 45Q: 3 clusters Score -265022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -265023.656250 Penalty: 787.687927
	Iteration 46Q: 3 clusters Score -265023.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -265025.437500 Penalty: 787.687927
	Iteration 47Q: 3 clusters Score -265025.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -265026.843750 Penalty: 787.687927
	Iteration 48Q: 3 clusters Score -265026.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -265027.906250 Penalty: 787.687927
	Iteration 49Q: 3 clusters Score -265027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -265028.156250 Penalty: 787.687927
	Iteration 50Q: 3 clusters Score -265028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -265028.312500 Penalty: 787.687927
	Iteration 51Q: 3 clusters Score -265028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -265028.468750 Penalty: 787.687927
	Iteration 52Q: 3 clusters Score -265028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -265028.531250 Penalty: 787.687927
	Iteration 53Q: 3 clusters Score -265028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -265028.875000 Penalty: 787.687927
	Iteration 54Q: 3 clusters Score -265028.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -265029.593750 Penalty: 787.687927
	Iteration 55Q: 3 clusters Score -265029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -265030.468750 Penalty: 787.687927
	Iteration 56Q: 3 clusters Score -265030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -265030.781250 Penalty: 787.687927
	Iteration 57Q: 3 clusters Score -265030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -265031.125000 Penalty: 787.687927
	Iteration 58Q: 3 clusters Score -265031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -265031.312500 Penalty: 787.687927
	Iteration 59Q: 3 clusters Score -265031.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -265031.562500 Penalty: 787.687927
	Iteration 60F: 3 clusters Score -265031.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -265031.718750 Penalty: 787.687927
	Iteration 61Q: 3 clusters Score -265031.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -265032.125000 Penalty: 787.687927
	Iteration 62Q: 3 clusters Score -265032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -265031.906250 Penalty: 787.687927
	Iteration 63Q: 3 clusters Score -265031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -265031.968750 Penalty: 787.687927
	Iteration 64Q: 3 clusters Score -265032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -265031.968750 Penalty: 787.687927
	Iteration 65F: 3 clusters Score -265032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (45395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Entering Unmasked Estep 
Score: -2233830.000000 Penalty: 487.903625
	Iteration 0F: 2 clusters Score -2233830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2203518.250000 Penalty: 975.807251
	Iteration 0F: 3 clusters Score -2203518 nChanged 21871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2216691.750000 Penalty: 975.807251
	Iteration 1F: 3 clusters Score -2216692 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2217745.500000 Penalty: 975.807251
	Iteration 2F: 3 clusters Score -2217746 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2219646.250000 Penalty: 975.807251
	Iteration 3F: 3 clusters Score -2219646 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2222673.000000 Penalty: 975.807251
	Iteration 4F: 3 clusters Score -2222673 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2226778.750000 Penalty: 975.807251
	Iteration 5F: 3 clusters Score -2226779 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2230364.000000 Penalty: 975.807251
	Iteration 6F: 3 clusters Score -2230364 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2232347.750000 Penalty: 975.807251
	Iteration 7Q: 3 clusters Score -2232348 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2233035.000000 Penalty: 975.807251
	Iteration 8Q: 3 clusters Score -2233035 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2233246.500000 Penalty: 975.807251
	Iteration 9Q: 3 clusters Score -2233246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2233324.750000 Penalty: 975.807251
	Iteration 10Q: 3 clusters Score -2233325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2233361.250000 Penalty: 975.807251
	Iteration 11Q: 3 clusters Score -2233361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2233372.250000 Penalty: 975.807251
	Iteration 12Q: 3 clusters Score -2233372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2233377.000000 Penalty: 975.807251
	Iteration 13Q: 3 clusters Score -2233377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2233392.500000 Penalty: 975.807251
	Iteration 14Q: 3 clusters Score -2233392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2233398.500000 Penalty: 975.807251
	Iteration 15Q: 3 clusters Score -2233398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2233405.500000 Penalty: 975.807251
	Iteration 16Q: 3 clusters Score -2233406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2233408.750000 Penalty: 975.807251
	Iteration 17Q: 3 clusters Score -2233409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2233409.000000 Penalty: 975.807251
	Iteration 18Q: 3 clusters Score -2233409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2233411.000000 Penalty: 975.807251
	Iteration 19Q: 3 clusters Score -2233411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2233413.500000 Penalty: 975.807251
	Iteration 20F: 3 clusters Score -2233414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2233414.750000 Penalty: 975.807251
	Iteration 21Q: 3 clusters Score -2233415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2233415.500000 Penalty: 975.807251
	Iteration 22Q: 3 clusters Score -2233416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2233415.500000 Penalty: 975.807251
	Iteration 23F: 3 clusters Score -2233416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -43558.437500 Penalty: 299.482147
	Iteration 0F: 2 clusters Score -43558.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -42930.832031 Penalty: 598.964294
	Iteration 0F: 3 clusters Score -42930.83 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -43122.585938 Penalty: 598.964294
	Iteration 1F: 3 clusters Score -43122.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -43189.773438 Penalty: 598.964294
	Iteration 2F: 3 clusters Score -43189.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -43219.789062 Penalty: 598.964294
	Iteration 3Q: 3 clusters Score -43219.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43235.574219 Penalty: 598.964294
	Iteration 4Q: 3 clusters Score -43235.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -43244.253906 Penalty: 598.964294
	Iteration 5Q: 3 clusters Score -43244.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43251.226562 Penalty: 598.964294
	Iteration 6Q: 3 clusters Score -43251.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43256.566406 Penalty: 598.964294
	Iteration 7Q: 3 clusters Score -43256.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43262.484375 Penalty: 598.964294
	Iteration 8Q: 3 clusters Score -43262.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43265.832031 Penalty: 598.964294
	Iteration 9Q: 3 clusters Score -43265.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43269.554688 Penalty: 598.964294
	Iteration 10Q: 3 clusters Score -43269.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43273.203125 Penalty: 598.964294
	Iteration 11Q: 3 clusters Score -43273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43277.656250 Penalty: 598.964294
	Iteration 12Q: 3 clusters Score -43277.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43289.019531 Penalty: 598.964294
	Iteration 13Q: 3 clusters Score -43289.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -43296.617188 Penalty: 598.964294
	Iteration 14Q: 3 clusters Score -43296.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -43298.769531 Penalty: 598.964294
	Iteration 15Q: 3 clusters Score -43298.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43298.812500 Penalty: 598.964294
	Iteration 16Q: 3 clusters Score -43298.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43298.812500 Penalty: 598.964294
	Iteration 17F: 3 clusters Score -43298.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Entering Unmasked Estep 
Score: -1765464.500000 Penalty: 479.274628
	Iteration 0F: 2 clusters Score -1765464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -1740306.750000 Penalty: 958.549255
	Iteration 0F: 3 clusters Score -1740307 nChanged 18222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1750937.125000 Penalty: 958.549255
	Iteration 1F: 3 clusters Score -1750937 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1751633.250000 Penalty: 958.549255
	Iteration 2Q: 3 clusters Score -1751633 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1752742.500000 Penalty: 958.549255
	Iteration 3F: 3 clusters Score -1752742 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1754489.125000 Penalty: 958.549255
	Iteration 4F: 3 clusters Score -1754489 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1756820.375000 Penalty: 958.549255
	Iteration 5F: 3 clusters Score -1756820 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1758715.875000 Penalty: 958.549255
	Iteration 6F: 3 clusters Score -1758716 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1759561.000000 Penalty: 958.549255
	Iteration 7Q: 3 clusters Score -1759561 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1759933.375000 Penalty: 958.549255
	Iteration 8Q: 3 clusters Score -1759933 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1760207.125000 Penalty: 958.549255
	Iteration 9Q: 3 clusters Score -1760207 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1760478.375000 Penalty: 958.549255
	Iteration 10Q: 3 clusters Score -1760478 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1760795.875000 Penalty: 958.549255
	Iteration 11Q: 3 clusters Score -1760796 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1761154.375000 Penalty: 958.549255
	Iteration 12Q: 3 clusters Score -1761154 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1761531.125000 Penalty: 958.549255
	Iteration 13Q: 3 clusters Score -1761531 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1761895.625000 Penalty: 958.549255
	Iteration 14Q: 3 clusters Score -1761896 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1762283.250000 Penalty: 958.549255
	Iteration 15Q: 3 clusters Score -1762283 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1762641.500000 Penalty: 958.549255
	Iteration 16Q: 3 clusters Score -1762642 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1763026.750000 Penalty: 958.549255
	Iteration 17Q: 3 clusters Score -1763027 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1763356.500000 Penalty: 958.549255
	Iteration 18Q: 3 clusters Score -1763356 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1763645.375000 Penalty: 958.549255
	Iteration 19Q: 3 clusters Score -1763645 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1763902.000000 Penalty: 958.549255
	Iteration 20F: 3 clusters Score -1763902 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1764152.625000 Penalty: 958.549255
	Iteration 21Q: 3 clusters Score -1764153 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1764400.375000 Penalty: 958.549255
	Iteration 22Q: 3 clusters Score -1764400 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1764633.125000 Penalty: 958.549255
	Iteration 23Q: 3 clusters Score -1764633 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1764783.750000 Penalty: 958.549255
	Iteration 24Q: 3 clusters Score -1764784 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1764869.250000 Penalty: 958.549255
	Iteration 25Q: 3 clusters Score -1764869 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1764946.000000 Penalty: 958.549255
	Iteration 26Q: 3 clusters Score -1764946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1764986.625000 Penalty: 958.549255
	Iteration 27Q: 3 clusters Score -1764987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1765010.000000 Penalty: 958.549255
	Iteration 28Q: 3 clusters Score -1765010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1765017.125000 Penalty: 958.549255
	Iteration 29Q: 3 clusters Score -1765017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1765029.125000 Penalty: 958.549255
	Iteration 30Q: 3 clusters Score -1765029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1765035.625000 Penalty: 958.549255
	Iteration 31Q: 3 clusters Score -1765036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1765040.375000 Penalty: 958.549255
	Iteration 32Q: 3 clusters Score -1765040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1765040.250000 Penalty: 958.549255
	Iteration 33Q: 3 clusters Score -1765040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1765040.250000 Penalty: 958.549255
	Iteration 34F: 3 clusters Score -1765040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -13570.275391 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -13570.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13211.437500 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -13211.44 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13317.964844 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -13317.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13336.375977 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -13336.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13351.438477 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -13351.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13356.846680 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -13356.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13360.295898 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -13360.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13365.033203 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -13365.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13366.690430 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -13366.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13366.690430 Penalty: 539.592651
	Iteration 8F: 3 clusters Score -13366.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -72207.632812 Penalty: 329.579834
	Iteration 0F: 2 clusters Score -72207.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -71126.570312 Penalty: 659.159668
	Iteration 0F: 3 clusters Score -71126.57 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -71480.664062 Penalty: 659.159668
	Iteration 1F: 3 clusters Score -71480.66 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -71568.890625 Penalty: 659.159668
	Iteration 2F: 3 clusters Score -71568.89 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -71625.867188 Penalty: 659.159668
	Iteration 3F: 3 clusters Score -71625.87 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -71677.632812 Penalty: 659.159668
	Iteration 4F: 3 clusters Score -71677.63 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -71730.242188 Penalty: 659.159668
	Iteration 5Q: 3 clusters Score -71730.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -71783.851562 Penalty: 659.159668
	Iteration 6Q: 3 clusters Score -71783.85 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -71828.945312 Penalty: 659.159668
	Iteration 7Q: 3 clusters Score -71828.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -71864.179688 Penalty: 659.159668
	Iteration 8Q: 3 clusters Score -71864.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -71898.664062 Penalty: 659.159668
	Iteration 9Q: 3 clusters Score -71898.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -71924.640625 Penalty: 659.159668
	Iteration 10Q: 3 clusters Score -71924.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -71952.945312 Penalty: 659.159668
	Iteration 11Q: 3 clusters Score -71952.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -71970.773438 Penalty: 659.159668
	Iteration 12Q: 3 clusters Score -71970.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -71980.640625 Penalty: 659.159668
	Iteration 13Q: 3 clusters Score -71980.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -71997.164062 Penalty: 659.159668
	Iteration 14Q: 3 clusters Score -71997.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -72010.687500 Penalty: 659.159668
	Iteration 15Q: 3 clusters Score -72010.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -72016.132812 Penalty: 659.159668
	Iteration 16Q: 3 clusters Score -72016.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -72018.531250 Penalty: 659.159668
	Iteration 17Q: 3 clusters Score -72018.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -72018.781250 Penalty: 659.159668
	Iteration 18Q: 3 clusters Score -72018.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -72018.968750 Penalty: 659.159668
	Iteration 19Q: 3 clusters Score -72018.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -72018.968750 Penalty: 659.159668
	Iteration 20F: 3 clusters Score -72018.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (189378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189378 members 
Entering Unmasked Estep 
Score: -9391937.000000 Penalty: 552.893311
	Iteration 0F: 2 clusters Score -9391937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 94362 members 
Entering Unmasked Estep 
Score: -9264022.000000 Penalty: 1105.786621
	Iteration 0F: 3 clusters Score -9264022 nChanged 93097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110061 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -9323617.000000 Penalty: 1105.786621
	Iteration 1F: 3 clusters Score -9323617 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -9330520.000000 Penalty: 1105.786621
	Iteration 2F: 3 clusters Score -9330520 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133534 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -9342369.000000 Penalty: 1105.786621
	Iteration 3F: 3 clusters Score -9342369 nChanged 15976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146986 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -9358341.000000 Penalty: 1105.786621
	Iteration 4F: 3 clusters Score -9358341 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156032 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -9374872.000000 Penalty: 1105.786621
	Iteration 5F: 3 clusters Score -9374872 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -9386314.000000 Penalty: 1105.786621
	Iteration 6Q: 3 clusters Score -9386314 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158517 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -9389922.000000 Penalty: 1105.786621
	Iteration 7Q: 3 clusters Score -9389922 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158700 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -9391008.000000 Penalty: 1105.786621
	Iteration 8Q: 3 clusters Score -9391008 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158914 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -9391608.000000 Penalty: 1105.786621
	Iteration 9Q: 3 clusters Score -9391608 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159135 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -9392032.000000 Penalty: 1105.786621
	Iteration 10Q: 3 clusters Score -9392032 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -9392220.000000 Penalty: 1105.786621
	Iteration 11Q: 3 clusters Score -9392220 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159574 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -9392278.000000 Penalty: 1105.786621
	Iteration 12Q: 3 clusters Score -9392278 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -9392287.000000 Penalty: 1105.786621
	Iteration 13Q: 3 clusters Score -9392287 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159992 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -9392362.000000 Penalty: 1105.786621
	Iteration 14Q: 3 clusters Score -9392362 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160186 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -9392361.000000 Penalty: 1105.786621
	Iteration 15Q: 3 clusters Score -9392361 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160377 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -9392366.000000 Penalty: 1105.786621
	Iteration 16Q: 3 clusters Score -9392366 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160581 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -9392374.000000 Penalty: 1105.786621
	Iteration 17Q: 3 clusters Score -9392374 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160781 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -9392407.000000 Penalty: 1105.786621
	Iteration 18Q: 3 clusters Score -9392407 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160990 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -9392430.000000 Penalty: 1105.786621
	Iteration 19Q: 3 clusters Score -9392430 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161209 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -9392471.000000 Penalty: 1105.786621
	Iteration 20F: 3 clusters Score -9392471 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161425 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -9392484.000000 Penalty: 1105.786621
	Iteration 21Q: 3 clusters Score -9392484 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161644 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -9392489.000000 Penalty: 1105.786621
	Iteration 22Q: 3 clusters Score -9392489 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161865 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -9392483.000000 Penalty: 1105.786621
	Iteration 23Q: 3 clusters Score -9392483 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -9392462.000000 Penalty: 1105.786621
	Iteration 24Q: 3 clusters Score -9392462 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162260 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -9392491.000000 Penalty: 1105.786621
	Iteration 25Q: 3 clusters Score -9392491 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162428 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -9392489.000000 Penalty: 1105.786621
	Iteration 26Q: 3 clusters Score -9392489 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162607 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -9392477.000000 Penalty: 1105.786621
	Iteration 27Q: 3 clusters Score -9392477 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162772 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -9392469.000000 Penalty: 1105.786621
	Iteration 28Q: 3 clusters Score -9392469 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162944 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -9392463.000000 Penalty: 1105.786621
	Iteration 29Q: 3 clusters Score -9392463 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163087 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -9392449.000000 Penalty: 1105.786621
	Iteration 30Q: 3 clusters Score -9392449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163222 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -9392461.000000 Penalty: 1105.786621
	Iteration 31Q: 3 clusters Score -9392461 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163368 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -9392471.000000 Penalty: 1105.786621
	Iteration 32Q: 3 clusters Score -9392471 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -9392471.000000 Penalty: 1105.786621
	Iteration 33Q: 3 clusters Score -9392471 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163627 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -9392474.000000 Penalty: 1105.786621
	Iteration 34Q: 3 clusters Score -9392474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163737 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -9392477.000000 Penalty: 1105.786621
	Iteration 35Q: 3 clusters Score -9392477 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163842 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -9392459.000000 Penalty: 1105.786621
	Iteration 36Q: 3 clusters Score -9392459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163947 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -9392468.000000 Penalty: 1105.786621
	Iteration 37Q: 3 clusters Score -9392468 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164043 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -9392454.000000 Penalty: 1105.786621
	Iteration 38Q: 3 clusters Score -9392454 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -9392443.000000 Penalty: 1105.786621
	Iteration 39Q: 3 clusters Score -9392443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164233 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -9392448.000000 Penalty: 1105.786621
	Iteration 40F: 3 clusters Score -9392448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164337 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -9392443.000000 Penalty: 1105.786621
	Iteration 41Q: 3 clusters Score -9392443 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164444 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -9392445.000000 Penalty: 1105.786621
	Iteration 42Q: 3 clusters Score -9392445 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164553 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -9392460.000000 Penalty: 1105.786621
	Iteration 43Q: 3 clusters Score -9392460 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164683 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -9392473.000000 Penalty: 1105.786621
	Iteration 44Q: 3 clusters Score -9392473 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164810 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -9392489.000000 Penalty: 1105.786621
	Iteration 45Q: 3 clusters Score -9392489 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164943 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -9392487.000000 Penalty: 1105.786621
	Iteration 46Q: 3 clusters Score -9392487 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165069 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -9392481.000000 Penalty: 1105.786621
	Iteration 47Q: 3 clusters Score -9392481 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165200 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -9392489.000000 Penalty: 1105.786621
	Iteration 48Q: 3 clusters Score -9392489 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165325 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -9392509.000000 Penalty: 1105.786621
	Iteration 49Q: 3 clusters Score -9392509 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -9392491.000000 Penalty: 1105.786621
	Iteration 50Q: 3 clusters Score -9392491 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -9392480.000000 Penalty: 1105.786621
	Iteration 51Q: 3 clusters Score -9392480 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165671 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -9392485.000000 Penalty: 1105.786621
	Iteration 52Q: 3 clusters Score -9392485 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165772 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -9392496.000000 Penalty: 1105.786621
	Iteration 53Q: 3 clusters Score -9392496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165874 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -9392505.000000 Penalty: 1105.786621
	Iteration 54Q: 3 clusters Score -9392505 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -9392514.000000 Penalty: 1105.786621
	Iteration 55Q: 3 clusters Score -9392514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166068 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -9392526.000000 Penalty: 1105.786621
	Iteration 56Q: 3 clusters Score -9392526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166166 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -9392521.000000 Penalty: 1105.786621
	Iteration 57Q: 3 clusters Score -9392521 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166271 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -9392528.000000 Penalty: 1105.786621
	Iteration 58Q: 3 clusters Score -9392528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166374 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9392531 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166472 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 166559 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9392546 nChanged 86
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Mstep: Class 1 contains 166645 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 166719 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9392560 nChanged 78
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Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9392560 nChanged 87
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Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9392569 nChanged 75
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Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 167035 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 167184 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 167363 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 167413 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 167468 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9392555 nChanged 65
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Mstep: Class 1 contains 167533 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 167617 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 167778 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9392571 nChanged 83
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Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9392544 nChanged 87
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Mstep: Class 1 contains 168032 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9392551 nChanged 80
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Mstep: Class 1 contains 168112 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 168189 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 168256 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9392540 nChanged 66
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Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9392534 nChanged 58
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9392464 nChanged 58
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9392491 nChanged 60
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Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9392480 nChanged 58
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Mstep: Class 1 contains 169466 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9392475 nChanged 58
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9392478 nChanged 57
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9392483 nChanged 60
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9392468 nChanged 71
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9392479 nChanged 65
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9392455 nChanged 63
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9392443 nChanged 74
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9392451 nChanged 84
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	Iteration 110Q: 3 clusters Score -9392458 nChanged 100
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	Iteration 111Q: 3 clusters Score -9392444 nChanged 93
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9392443 nChanged 98
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	Iteration 113Q: 3 clusters Score -9392439 nChanged 97
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9392481 nChanged 128
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9392481 nChanged 127
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9392524 nChanged 167
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9392540 nChanged 165
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	Iteration 121Q: 3 clusters Score -9392569 nChanged 183
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9392585 nChanged 187
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	Iteration 124Q: 3 clusters Score -9392567 nChanged 147
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9392590 nChanged 164
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	Iteration 126Q: 3 clusters Score -9392598 nChanged 171
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	Iteration 127Q: 3 clusters Score -9392594 nChanged 161
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	Iteration 129Q: 3 clusters Score -9392573 nChanged 147
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	Iteration 130Q: 3 clusters Score -9392580 nChanged 157
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	Iteration 138Q: 3 clusters Score -9392588 nChanged 98
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	Iteration 139Q: 3 clusters Score -9392584 nChanged 95
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	Iteration 140F: 3 clusters Score -9392562 nChanged 89
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	Iteration 141Q: 3 clusters Score -9392582 nChanged 87
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	Iteration 142Q: 3 clusters Score -9392583 nChanged 93
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	Iteration 143Q: 3 clusters Score -9392593 nChanged 92
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	Iteration 146Q: 3 clusters Score -9392590 nChanged 90
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9392559 nChanged 75
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	Iteration 149Q: 3 clusters Score -9392550 nChanged 60
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9392569 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175070 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9392584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175137 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9392567 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175212 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9392552 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175292 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9392562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175363 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -9392547.000000 Penalty: 1105.786621
	Iteration 155Q: 3 clusters Score -9392547 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175434 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9392537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175500 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9392553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175572 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -9392540.000000 Penalty: 1105.786621
	Iteration 158Q: 3 clusters Score -9392540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175656 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9392529 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175736 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -9392515.000000 Penalty: 1105.786621
	Iteration 160F: 3 clusters Score -9392515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175816 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9392501 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175888 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9392500 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175957 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9392492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9392485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176063 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9392475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176118 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9392479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176175 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9392477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176229 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -9392486.000000 Penalty: 1105.786621
	Iteration 168Q: 3 clusters Score -9392486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176278 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9392485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176328 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9392485 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176380 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -9392461.000000 Penalty: 1105.786621
	Iteration 171Q: 3 clusters Score -9392461 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176446 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9392445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176511 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9392445 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176585 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -9392443.000000 Penalty: 1105.786621
	Iteration 174Q: 3 clusters Score -9392443 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176657 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -9392442.000000 Penalty: 1105.786621
	Iteration 175Q: 3 clusters Score -9392442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176733 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -9392430.000000 Penalty: 1105.786621
	Iteration 176Q: 3 clusters Score -9392430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176808 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9392438 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176894 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9392436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176978 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9392450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177067 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9392430 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177141 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9392423 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177203 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9392420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177272 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -9392407.000000 Penalty: 1105.786621
	Iteration 183Q: 3 clusters Score -9392407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177330 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9392412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177383 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -9392409.000000 Penalty: 1105.786621
	Iteration 185Q: 3 clusters Score -9392409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177427 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9392410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177461 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9392407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177490 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9392391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177522 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9392399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177553 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9392395 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177604 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9392400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177666 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -9392415.000000 Penalty: 1105.786621
	Iteration 192Q: 3 clusters Score -9392415 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177719 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9392407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177762 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -9392402.000000 Penalty: 1105.786621
	Iteration 194Q: 3 clusters Score -9392402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177803 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -9392394.000000 Penalty: 1105.786621
	Iteration 195Q: 3 clusters Score -9392394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177845 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -9392390.000000 Penalty: 1105.786621
	Iteration 196Q: 3 clusters Score -9392390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177894 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -9392404.000000 Penalty: 1105.786621
	Iteration 197Q: 3 clusters Score -9392404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177954 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9392408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9392394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178077 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9392393 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178138 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9392376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178195 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9392361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178250 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9392366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178300 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9392361 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178346 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9392358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178396 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9392372 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178452 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9392362 nChanged 64
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9392349.000000 Penalty: 1105.786621
	Iteration 208Q: 3 clusters Score -9392349 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9392326 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178615 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9392324 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178669 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9392308 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178723 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9392291 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178780 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9392284 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9392276 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 178871 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9392271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178908 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9392286 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9392282 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9392291 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179060 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9392281 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179113 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9392270 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179166 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -9392277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179211 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9392257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9392269 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9392288 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 179339 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9392292 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9392287 nChanged 41
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Mstep: Class 1 contains 179429 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9392279 nChanged 35
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9392274 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9392262 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9392266 nChanged 39
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9392272 nChanged 44
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -9392275 nChanged 36
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9392265 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9392270 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9392264 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9392255 nChanged 15
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9392251 nChanged 22
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -9392249 nChanged 26
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -9392259 nChanged 25
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Entering Unmasked Estep 
Score: -9392263.000000 Penalty: 1105.786621
	Iteration 240F: 3 clusters Score -9392263 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -9392268.000000 Penalty: 1105.786621
	Iteration 241Q: 3 clusters Score -9392268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179856 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -9392269.000000 Penalty: 1105.786621
	Iteration 242Q: 3 clusters Score -9392269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179886 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -9392256.000000 Penalty: 1105.786621
	Iteration 243Q: 3 clusters Score -9392256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179922 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -9392261.000000 Penalty: 1105.786621
	Iteration 244Q: 3 clusters Score -9392261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179949 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -9392254.000000 Penalty: 1105.786621
	Iteration 245Q: 3 clusters Score -9392254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179983 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -9392243.000000 Penalty: 1105.786621
	Iteration 246Q: 3 clusters Score -9392243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180008 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -9392236.000000 Penalty: 1105.786621
	Iteration 247Q: 3 clusters Score -9392236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180031 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -9392233.000000 Penalty: 1105.786621
	Iteration 248Q: 3 clusters Score -9392233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180057 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -9392233.000000 Penalty: 1105.786621
	Iteration 249Q: 3 clusters Score -9392233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180075 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -9392234.000000 Penalty: 1105.786621
	Iteration 250Q: 3 clusters Score -9392234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180087 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -9392235.000000 Penalty: 1105.786621
	Iteration 251Q: 3 clusters Score -9392235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180097 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -9392228.000000 Penalty: 1105.786621
	Iteration 252Q: 3 clusters Score -9392228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180106 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -9392236.000000 Penalty: 1105.786621
	Iteration 253Q: 3 clusters Score -9392236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180115 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -9392228.000000 Penalty: 1105.786621
	Iteration 254Q: 3 clusters Score -9392228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180129 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -9392222.000000 Penalty: 1105.786621
	Iteration 255Q: 3 clusters Score -9392222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180137 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -9392222.000000 Penalty: 1105.786621
	Iteration 256Q: 3 clusters Score -9392222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180145 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -9392223.000000 Penalty: 1105.786621
	Iteration 257Q: 3 clusters Score -9392223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180152 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -9392223.000000 Penalty: 1105.786621
	Iteration 258Q: 3 clusters Score -9392223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180159 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -9392221.000000 Penalty: 1105.786621
	Iteration 259Q: 3 clusters Score -9392221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180168 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -9392225.000000 Penalty: 1105.786621
	Iteration 260F: 3 clusters Score -9392225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180178 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -9392221.000000 Penalty: 1105.786621
	Iteration 261Q: 3 clusters Score -9392221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180186 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -9392220.000000 Penalty: 1105.786621
	Iteration 262Q: 3 clusters Score -9392220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180190 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -9392221.000000 Penalty: 1105.786621
	Iteration 263Q: 3 clusters Score -9392221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180191 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -9392220.000000 Penalty: 1105.786621
	Iteration 264Q: 3 clusters Score -9392220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180194 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -9392220.000000 Penalty: 1105.786621
	Iteration 265Q: 3 clusters Score -9392220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180199 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -9392218.000000 Penalty: 1105.786621
	Iteration 266Q: 3 clusters Score -9392218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180205 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -9392215.000000 Penalty: 1105.786621
	Iteration 267Q: 3 clusters Score -9392215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180210 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -9392207.000000 Penalty: 1105.786621
	Iteration 268Q: 3 clusters Score -9392207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180217 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -9392207.000000 Penalty: 1105.786621
	Iteration 269Q: 3 clusters Score -9392207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180222 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -9392211.000000 Penalty: 1105.786621
	Iteration 270Q: 3 clusters Score -9392211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180226 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -9392214.000000 Penalty: 1105.786621
	Iteration 271Q: 3 clusters Score -9392214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180230 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -9392213.000000 Penalty: 1105.786621
	Iteration 272Q: 3 clusters Score -9392213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180234 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -9392217.000000 Penalty: 1105.786621
	Iteration 273Q: 3 clusters Score -9392217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180234 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -9392217.000000 Penalty: 1105.786621
	Iteration 274F: 3 clusters Score -9392217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 93820 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 28433 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 39079 members 
Mstep: Class 9 contains 32121 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96431 members 
Mstep: Class 14 contains 216724 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12326 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2074 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 145649 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 42092 members 
Mstep: Class 29 contains 4168 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193625 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45395 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37553 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 180234 members 
Mstep: Class 43 contains 10948 members 
Mstep: Class 44 contains 5481 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9299 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 942 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 188407 members 
Mstep: Class 65 contains 11989 members 
Mstep: Class 66 contains 42663 members 
Mstep: Class 67 contains 2595 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30892 members 
Mstep: Class 72 contains 172060 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 228484 members 
Mstep: Class 77 contains 9144 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
Score: -90787560.000000 Penalty: 52748.445312
Splitting cluster 42 changes total score from -90788128.000000 to -90787560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (10948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Entering Unmasked Estep 
Score: -511795.875000 Penalty: 423.191498
	Iteration 0F: 2 clusters Score -511795.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -504418.875000 Penalty: 846.382996
	Iteration 0F: 3 clusters Score -504418.9 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -507434.750000 Penalty: 846.382996
	Iteration 1F: 3 clusters Score -507434.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -507566.062500 Penalty: 846.382996
	Iteration 2Q: 3 clusters Score -507566.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -507716.906250 Penalty: 846.382996
	Iteration 3Q: 3 clusters Score -507716.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -507901.312500 Penalty: 846.382996
	Iteration 4Q: 3 clusters Score -507901.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -508182.781250 Penalty: 846.382996
	Iteration 5Q: 3 clusters Score -508182.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -508614.437500 Penalty: 846.382996
	Iteration 6F: 3 clusters Score -508614.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -509167.000000 Penalty: 846.382996
	Iteration 7F: 3 clusters Score -509167 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -509672.218750 Penalty: 846.382996
	Iteration 8F: 3 clusters Score -509672.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -509996.968750 Penalty: 846.382996
	Iteration 9Q: 3 clusters Score -509997 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -510195.812500 Penalty: 846.382996
	Iteration 10Q: 3 clusters Score -510195.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -510335.375000 Penalty: 846.382996
	Iteration 11Q: 3 clusters Score -510335.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -510463.593750 Penalty: 846.382996
	Iteration 12Q: 3 clusters Score -510463.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -510579.843750 Penalty: 846.382996
	Iteration 13Q: 3 clusters Score -510579.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -510681.000000 Penalty: 846.382996
	Iteration 14Q: 3 clusters Score -510681 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -510796.687500 Penalty: 846.382996
	Iteration 15Q: 3 clusters Score -510796.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -510907.593750 Penalty: 846.382996
	Iteration 16Q: 3 clusters Score -510907.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -510999.750000 Penalty: 846.382996
	Iteration 17Q: 3 clusters Score -510999.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -511073.250000 Penalty: 846.382996
	Iteration 18Q: 3 clusters Score -511073.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -511135.187500 Penalty: 846.382996
	Iteration 19Q: 3 clusters Score -511135.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -511175.625000 Penalty: 846.382996
	Iteration 20F: 3 clusters Score -511175.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -511208.406250 Penalty: 846.382996
	Iteration 21Q: 3 clusters Score -511208.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -511244.125000 Penalty: 846.382996
	Iteration 22Q: 3 clusters Score -511244.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -511278.406250 Penalty: 846.382996
	Iteration 23Q: 3 clusters Score -511278.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -511318.781250 Penalty: 846.382996
	Iteration 24Q: 3 clusters Score -511318.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -511356.531250 Penalty: 846.382996
	Iteration 25Q: 3 clusters Score -511356.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -511382.843750 Penalty: 846.382996
	Iteration 26Q: 3 clusters Score -511382.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -511403.187500 Penalty: 846.382996
	Iteration 27Q: 3 clusters Score -511403.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -511411.468750 Penalty: 846.382996
	Iteration 28Q: 3 clusters Score -511411.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -511418.406250 Penalty: 846.382996
	Iteration 29Q: 3 clusters Score -511418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -511419.843750 Penalty: 846.382996
	Iteration 30Q: 3 clusters Score -511419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -511420.937500 Penalty: 846.382996
	Iteration 31Q: 3 clusters Score -511420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -511423.187500 Penalty: 846.382996
	Iteration 32Q: 3 clusters Score -511423.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -511425.750000 Penalty: 846.382996
	Iteration 33Q: 3 clusters Score -511425.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -511430.843750 Penalty: 846.382996
	Iteration 34Q: 3 clusters Score -511430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -511437.031250 Penalty: 846.382996
	Iteration 35Q: 3 clusters Score -511437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -511442.875000 Penalty: 846.382996
	Iteration 36Q: 3 clusters Score -511442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -511445.187500 Penalty: 846.382996
	Iteration 37Q: 3 clusters Score -511445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -511445.875000 Penalty: 846.382996
	Iteration 38Q: 3 clusters Score -511445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -511449.718750 Penalty: 846.382996
	Iteration 39Q: 3 clusters Score -511449.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -511455.906250 Penalty: 846.382996
	Iteration 40F: 3 clusters Score -511455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -511460.093750 Penalty: 846.382996
	Iteration 41Q: 3 clusters Score -511460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -511460.125000 Penalty: 846.382996
	Iteration 42Q: 3 clusters Score -511460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -511461.218750 Penalty: 846.382996
	Iteration 43Q: 3 clusters Score -511461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -511464.000000 Penalty: 846.382996
	Iteration 44Q: 3 clusters Score -511464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -511464.750000 Penalty: 846.382996
	Iteration 45Q: 3 clusters Score -511464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -511465.875000 Penalty: 846.382996
	Iteration 46Q: 3 clusters Score -511465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -511466.656250 Penalty: 846.382996
	Iteration 47Q: 3 clusters Score -511466.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -511467.031250 Penalty: 846.382996
	Iteration 48Q: 3 clusters Score -511467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -511468.093750 Penalty: 846.382996
	Iteration 49Q: 3 clusters Score -511468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -511469.437500 Penalty: 846.382996
	Iteration 50Q: 3 clusters Score -511469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -511470.281250 Penalty: 846.382996
	Iteration 51Q: 3 clusters Score -511470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -511470.281250 Penalty: 846.382996
	Iteration 52Q: 3 clusters Score -511470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -511471.312500 Penalty: 846.382996
	Iteration 53Q: 3 clusters Score -511471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -511472.750000 Penalty: 846.382996
	Iteration 54Q: 3 clusters Score -511472.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -511472.750000 Penalty: 846.382996
	Iteration 55F: 3 clusters Score -511472.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Entering Unmasked Estep 
Score: -282718.843750 Penalty: 391.711456
	Iteration 0F: 2 clusters Score -282718.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -279026.125000 Penalty: 783.422913
	Iteration 0F: 3 clusters Score -279026.1 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -280410.687500 Penalty: 783.422913
	Iteration 1F: 3 clusters Score -280410.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -280563.281250 Penalty: 783.422913
	Iteration 2F: 3 clusters Score -280563.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -280723.656250 Penalty: 783.422913
	Iteration 3F: 3 clusters Score -280723.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -280892.218750 Penalty: 783.422913
	Iteration 4F: 3 clusters Score -280892.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -281087.781250 Penalty: 783.422913
	Iteration 5F: 3 clusters Score -281087.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -281268.500000 Penalty: 783.422913
	Iteration 6Q: 3 clusters Score -281268.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -281430.593750 Penalty: 783.422913
	Iteration 7Q: 3 clusters Score -281430.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -281500.093750 Penalty: 783.422913
	Iteration 8Q: 3 clusters Score -281500.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -281530.500000 Penalty: 783.422913
	Iteration 9Q: 3 clusters Score -281530.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -281546.843750 Penalty: 783.422913
	Iteration 10Q: 3 clusters Score -281546.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -281553.718750 Penalty: 783.422913
	Iteration 11Q: 3 clusters Score -281553.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -281556.406250 Penalty: 783.422913
	Iteration 12Q: 3 clusters Score -281556.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -281559.968750 Penalty: 783.422913
	Iteration 13Q: 3 clusters Score -281560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -281562.843750 Penalty: 783.422913
	Iteration 14Q: 3 clusters Score -281562.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -281568.468750 Penalty: 783.422913
	Iteration 15Q: 3 clusters Score -281568.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -281577.625000 Penalty: 783.422913
	Iteration 16Q: 3 clusters Score -281577.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -281586.500000 Penalty: 783.422913
	Iteration 17Q: 3 clusters Score -281586.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -281592.937500 Penalty: 783.422913
	Iteration 18Q: 3 clusters Score -281592.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -281602.875000 Penalty: 783.422913
	Iteration 19Q: 3 clusters Score -281602.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -281614.031250 Penalty: 783.422913
	Iteration 20F: 3 clusters Score -281614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -281623.468750 Penalty: 783.422913
	Iteration 21Q: 3 clusters Score -281623.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -281635.531250 Penalty: 783.422913
	Iteration 22Q: 3 clusters Score -281635.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -281650.500000 Penalty: 783.422913
	Iteration 23Q: 3 clusters Score -281650.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -281662.781250 Penalty: 783.422913
	Iteration 24Q: 3 clusters Score -281662.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -281673.875000 Penalty: 783.422913
	Iteration 25Q: 3 clusters Score -281673.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -281683.125000 Penalty: 783.422913
	Iteration 26Q: 3 clusters Score -281683.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -281693.187500 Penalty: 783.422913
	Iteration 27Q: 3 clusters Score -281693.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -281701.500000 Penalty: 783.422913
	Iteration 28Q: 3 clusters Score -281701.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -281710.000000 Penalty: 783.422913
	Iteration 29Q: 3 clusters Score -281710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -281717.500000 Penalty: 783.422913
	Iteration 30Q: 3 clusters Score -281717.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -281730.031250 Penalty: 783.422913
	Iteration 31Q: 3 clusters Score -281730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -281745.187500 Penalty: 783.422913
	Iteration 32Q: 3 clusters Score -281745.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -281754.062500 Penalty: 783.422913
	Iteration 33Q: 3 clusters Score -281754.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -281759.062500 Penalty: 783.422913
	Iteration 34Q: 3 clusters Score -281759.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -281765.718750 Penalty: 783.422913
	Iteration 35Q: 3 clusters Score -281765.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -281770.906250 Penalty: 783.422913
	Iteration 36Q: 3 clusters Score -281770.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -281776.937500 Penalty: 783.422913
	Iteration 37Q: 3 clusters Score -281776.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -281784.000000 Penalty: 783.422913
	Iteration 38Q: 3 clusters Score -281784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -281795.218750 Penalty: 783.422913
	Iteration 39Q: 3 clusters Score -281795.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -281806.937500 Penalty: 783.422913
	Iteration 40F: 3 clusters Score -281806.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -281818.312500 Penalty: 783.422913
	Iteration 41Q: 3 clusters Score -281818.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -281833.500000 Penalty: 783.422913
	Iteration 42Q: 3 clusters Score -281833.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -281846.843750 Penalty: 783.422913
	Iteration 43Q: 3 clusters Score -281846.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -281854.281250 Penalty: 783.422913
	Iteration 44Q: 3 clusters Score -281854.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -281859.906250 Penalty: 783.422913
	Iteration 45Q: 3 clusters Score -281859.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -281863.750000 Penalty: 783.422913
	Iteration 46Q: 3 clusters Score -281863.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -281868.375000 Penalty: 783.422913
	Iteration 47Q: 3 clusters Score -281868.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -281872.281250 Penalty: 783.422913
	Iteration 48Q: 3 clusters Score -281872.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -281875.031250 Penalty: 783.422913
	Iteration 49Q: 3 clusters Score -281875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -281876.406250 Penalty: 783.422913
	Iteration 50Q: 3 clusters Score -281876.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -281879.062500 Penalty: 783.422913
	Iteration 51Q: 3 clusters Score -281879.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -281880.281250 Penalty: 783.422913
	Iteration 52Q: 3 clusters Score -281880.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -281881.687500 Penalty: 783.422913
	Iteration 53Q: 3 clusters Score -281881.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -281884.281250 Penalty: 783.422913
	Iteration 54Q: 3 clusters Score -281884.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -281889.250000 Penalty: 783.422913
	Iteration 55Q: 3 clusters Score -281889.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -281897.250000 Penalty: 783.422913
	Iteration 56Q: 3 clusters Score -281897.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -281904.437500 Penalty: 783.422913
	Iteration 57Q: 3 clusters Score -281904.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -281911.406250 Penalty: 783.422913
	Iteration 58Q: 3 clusters Score -281911.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -281915.593750 Penalty: 783.422913
	Iteration 59Q: 3 clusters Score -281915.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -281917.625000 Penalty: 783.422913
	Iteration 60F: 3 clusters Score -281917.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -281920.562500 Penalty: 783.422913
	Iteration 61Q: 3 clusters Score -281920.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -281922.875000 Penalty: 783.422913
	Iteration 62Q: 3 clusters Score -281922.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -281927.250000 Penalty: 783.422913
	Iteration 63Q: 3 clusters Score -281927.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -281930.406250 Penalty: 783.422913
	Iteration 64Q: 3 clusters Score -281930.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -281934.593750 Penalty: 783.422913
	Iteration 65Q: 3 clusters Score -281934.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -281939.906250 Penalty: 783.422913
	Iteration 66Q: 3 clusters Score -281939.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -281945.375000 Penalty: 783.422913
	Iteration 67Q: 3 clusters Score -281945.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -281951.875000 Penalty: 783.422913
	Iteration 68Q: 3 clusters Score -281951.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -281960.656250 Penalty: 783.422913
	Iteration 69Q: 3 clusters Score -281960.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -281970.375000 Penalty: 783.422913
	Iteration 70Q: 3 clusters Score -281970.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -281984.062500 Penalty: 783.422913
	Iteration 71Q: 3 clusters Score -281984.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -281996.343750 Penalty: 783.422913
	Iteration 72Q: 3 clusters Score -281996.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -282012.937500 Penalty: 783.422913
	Iteration 73Q: 3 clusters Score -282012.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -282029.437500 Penalty: 783.422913
	Iteration 74Q: 3 clusters Score -282029.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -282044.250000 Penalty: 783.422913
	Iteration 75Q: 3 clusters Score -282044.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -282065.562500 Penalty: 783.422913
	Iteration 76Q: 3 clusters Score -282065.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -282087.781250 Penalty: 783.422913
	Iteration 77Q: 3 clusters Score -282087.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -282114.125000 Penalty: 783.422913
	Iteration 78Q: 3 clusters Score -282114.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -282148.031250 Penalty: 783.422913
	Iteration 79Q: 3 clusters Score -282148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -282186.750000 Penalty: 783.422913
	Iteration 80F: 3 clusters Score -282186.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -282223.656250 Penalty: 783.422913
	Iteration 81Q: 3 clusters Score -282223.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -282244.312500 Penalty: 783.422913
	Iteration 82Q: 3 clusters Score -282244.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -282265.750000 Penalty: 783.422913
	Iteration 83Q: 3 clusters Score -282265.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -282282.093750 Penalty: 783.422913
	Iteration 84Q: 3 clusters Score -282282.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -282293.187500 Penalty: 783.422913
	Iteration 85Q: 3 clusters Score -282293.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -282303.437500 Penalty: 783.422913
	Iteration 86Q: 3 clusters Score -282303.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -282307.875000 Penalty: 783.422913
	Iteration 87Q: 3 clusters Score -282307.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -282313.562500 Penalty: 783.422913
	Iteration 88Q: 3 clusters Score -282313.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -282319.656250 Penalty: 783.422913
	Iteration 89Q: 3 clusters Score -282319.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -282323.062500 Penalty: 783.422913
	Iteration 90Q: 3 clusters Score -282323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -282323.843750 Penalty: 783.422913
	Iteration 91Q: 3 clusters Score -282323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -282324.343750 Penalty: 783.422913
	Iteration 92Q: 3 clusters Score -282324.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -282325.406250 Penalty: 783.422913
	Iteration 93Q: 3 clusters Score -282325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -282326.718750 Penalty: 783.422913
	Iteration 94Q: 3 clusters Score -282326.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -282330.625000 Penalty: 783.422913
	Iteration 95Q: 3 clusters Score -282330.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -282335.781250 Penalty: 783.422913
	Iteration 96Q: 3 clusters Score -282335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -282342.687500 Penalty: 783.422913
	Iteration 97Q: 3 clusters Score -282342.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -282349.031250 Penalty: 783.422913
	Iteration 98Q: 3 clusters Score -282349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -282355.562500 Penalty: 783.422913
	Iteration 99Q: 3 clusters Score -282355.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -282361.812500 Penalty: 783.422913
	Iteration 100F: 3 clusters Score -282361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -282369.906250 Penalty: 783.422913
	Iteration 101Q: 3 clusters Score -282369.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -282375.187500 Penalty: 783.422913
	Iteration 102Q: 3 clusters Score -282375.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -282377.968750 Penalty: 783.422913
	Iteration 103Q: 3 clusters Score -282378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -282379.812500 Penalty: 783.422913
	Iteration 104Q: 3 clusters Score -282379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -282382.218750 Penalty: 783.422913
	Iteration 105Q: 3 clusters Score -282382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -282384.781250 Penalty: 783.422913
	Iteration 106Q: 3 clusters Score -282384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -282385.343750 Penalty: 783.422913
	Iteration 107Q: 3 clusters Score -282385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -282386.500000 Penalty: 783.422913
	Iteration 108Q: 3 clusters Score -282386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -282389.468750 Penalty: 783.422913
	Iteration 109Q: 3 clusters Score -282389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -282392.093750 Penalty: 783.422913
	Iteration 110Q: 3 clusters Score -282392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -282392.843750 Penalty: 783.422913
	Iteration 111Q: 3 clusters Score -282392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -282394.125000 Penalty: 783.422913
	Iteration 112Q: 3 clusters Score -282394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -282394.562500 Penalty: 783.422913
	Iteration 113Q: 3 clusters Score -282394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -282395.968750 Penalty: 783.422913
	Iteration 114Q: 3 clusters Score -282396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -282397.781250 Penalty: 783.422913
	Iteration 115Q: 3 clusters Score -282397.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -282397.781250 Penalty: 783.422913
	Iteration 116F: 3 clusters Score -282397.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6342.782715 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6342.783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6116.444336 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -6116.444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6168.021973 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -6168.022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6192.770020 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -6192.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6203.164551 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -6203.165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6216.325195 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -6216.325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6221.232910 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -6221.233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6222.830566 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -6222.831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6222.830566 Penalty: 441.534760
	Iteration 7F: 3 clusters Score -6222.831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -37980.433594 Penalty: 300.664032
	Iteration 0F: 2 clusters Score -37980.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37308.070312 Penalty: 601.328064
	Iteration 0F: 3 clusters Score -37308.07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37527.687500 Penalty: 601.328064
	Iteration 1F: 3 clusters Score -37527.69 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37589.125000 Penalty: 601.328064
	Iteration 2F: 3 clusters Score -37589.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37637.304688 Penalty: 601.328064
	Iteration 3F: 3 clusters Score -37637.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37678.023438 Penalty: 601.328064
	Iteration 4Q: 3 clusters Score -37678.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37709.425781 Penalty: 601.328064
	Iteration 5Q: 3 clusters Score -37709.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37729.375000 Penalty: 601.328064
	Iteration 6Q: 3 clusters Score -37729.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37742.203125 Penalty: 601.328064
	Iteration 7Q: 3 clusters Score -37742.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37762.855469 Penalty: 601.328064
	Iteration 8Q: 3 clusters Score -37762.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37771.550781 Penalty: 601.328064
	Iteration 9Q: 3 clusters Score -37771.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37777.550781 Penalty: 601.328064
	Iteration 10Q: 3 clusters Score -37777.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37782.746094 Penalty: 601.328064
	Iteration 11Q: 3 clusters Score -37782.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37789.449219 Penalty: 601.328064
	Iteration 12Q: 3 clusters Score -37789.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37806.285156 Penalty: 601.328064
	Iteration 13Q: 3 clusters Score -37806.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37819.433594 Penalty: 601.328064
	Iteration 14Q: 3 clusters Score -37819.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37825.152344 Penalty: 601.328064
	Iteration 15Q: 3 clusters Score -37825.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37829.746094 Penalty: 601.328064
	Iteration 16Q: 3 clusters Score -37829.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37835.324219 Penalty: 601.328064
	Iteration 17Q: 3 clusters Score -37835.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37844.027344 Penalty: 601.328064
	Iteration 18Q: 3 clusters Score -37844.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37865.101562 Penalty: 601.328064
	Iteration 19Q: 3 clusters Score -37865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37877.226562 Penalty: 601.328064
	Iteration 20F: 3 clusters Score -37877.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37882.625000 Penalty: 601.328064
	Iteration 21Q: 3 clusters Score -37882.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37884.031250 Penalty: 601.328064
	Iteration 22Q: 3 clusters Score -37884.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37884.156250 Penalty: 601.328064
	Iteration 23Q: 3 clusters Score -37884.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37884.156250 Penalty: 601.328064
	Iteration 24F: 3 clusters Score -37884.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Entering Unmasked Estep 
Score: -458319.625000 Penalty: 415.763611
	Iteration 0F: 2 clusters Score -458319.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -452141.437500 Penalty: 831.527222
	Iteration 0F: 3 clusters Score -452141.4 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -454659.625000 Penalty: 831.527222
	Iteration 1F: 3 clusters Score -454659.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -454861.843750 Penalty: 831.527222
	Iteration 2F: 3 clusters Score -454861.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -455041.843750 Penalty: 831.527222
	Iteration 3F: 3 clusters Score -455041.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -455255.781250 Penalty: 831.527222
	Iteration 4F: 3 clusters Score -455255.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -455513.062500 Penalty: 831.527222
	Iteration 5F: 3 clusters Score -455513.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -455855.218750 Penalty: 831.527222
	Iteration 6F: 3 clusters Score -455855.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -456269.812500 Penalty: 831.527222
	Iteration 7F: 3 clusters Score -456269.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -456659.468750 Penalty: 831.527222
	Iteration 8F: 3 clusters Score -456659.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -456983.031250 Penalty: 831.527222
	Iteration 9Q: 3 clusters Score -456983 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -457226.656250 Penalty: 831.527222
	Iteration 10Q: 3 clusters Score -457226.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -457369.625000 Penalty: 831.527222
	Iteration 11Q: 3 clusters Score -457369.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -457449.687500 Penalty: 831.527222
	Iteration 12Q: 3 clusters Score -457449.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -457509.937500 Penalty: 831.527222
	Iteration 13Q: 3 clusters Score -457509.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -457567.187500 Penalty: 831.527222
	Iteration 14Q: 3 clusters Score -457567.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -457607.781250 Penalty: 831.527222
	Iteration 15Q: 3 clusters Score -457607.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -457642.937500 Penalty: 831.527222
	Iteration 16Q: 3 clusters Score -457642.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -457670.218750 Penalty: 831.527222
	Iteration 17Q: 3 clusters Score -457670.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -457697.562500 Penalty: 831.527222
	Iteration 18Q: 3 clusters Score -457697.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -457718.843750 Penalty: 831.527222
	Iteration 19Q: 3 clusters Score -457718.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -457746.687500 Penalty: 831.527222
	Iteration 20F: 3 clusters Score -457746.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -457774.781250 Penalty: 831.527222
	Iteration 21Q: 3 clusters Score -457774.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -457794.156250 Penalty: 831.527222
	Iteration 22Q: 3 clusters Score -457794.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -457812.375000 Penalty: 831.527222
	Iteration 23Q: 3 clusters Score -457812.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -457828.250000 Penalty: 831.527222
	Iteration 24Q: 3 clusters Score -457828.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -457849.281250 Penalty: 831.527222
	Iteration 25Q: 3 clusters Score -457849.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -457871.812500 Penalty: 831.527222
	Iteration 26Q: 3 clusters Score -457871.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -457894.937500 Penalty: 831.527222
	Iteration 27Q: 3 clusters Score -457894.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -457910.906250 Penalty: 831.527222
	Iteration 28Q: 3 clusters Score -457910.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -457923.562500 Penalty: 831.527222
	Iteration 29Q: 3 clusters Score -457923.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -457930.375000 Penalty: 831.527222
	Iteration 30Q: 3 clusters Score -457930.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -457937.562500 Penalty: 831.527222
	Iteration 31Q: 3 clusters Score -457937.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -457944.968750 Penalty: 831.527222
	Iteration 32Q: 3 clusters Score -457945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -457955.781250 Penalty: 831.527222
	Iteration 33Q: 3 clusters Score -457955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -457963.468750 Penalty: 831.527222
	Iteration 34Q: 3 clusters Score -457963.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -457971.500000 Penalty: 831.527222
	Iteration 35Q: 3 clusters Score -457971.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -457978.562500 Penalty: 831.527222
	Iteration 36Q: 3 clusters Score -457978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -457985.437500 Penalty: 831.527222
	Iteration 37Q: 3 clusters Score -457985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -457987.968750 Penalty: 831.527222
	Iteration 38Q: 3 clusters Score -457988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -457989.906250 Penalty: 831.527222
	Iteration 39Q: 3 clusters Score -457989.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -457989.906250 Penalty: 831.527222
	Iteration 40F: 3 clusters Score -457989.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -12570.553711 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -12570.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12109.533203 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -12109.53 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12350.896484 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -12350.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12410.333984 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -12410.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12452.770508 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -12452.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12476.696289 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -12476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12485.154297 Penalty: 555.941528
	Iteration 5Q: 3 clusters Score -12485.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -12494.534180 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -12494.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12514.777344 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -12514.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -12524.451172 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -12524.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -12531.222656 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -12531.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12533.746094 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -12533.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -12534.494141 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -12534.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12534.797852 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -12534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12535.439453 Penalty: 555.941528
	Iteration 13Q: 3 clusters Score -12535.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -12536.377930 Penalty: 555.941528
	Iteration 14Q: 3 clusters Score -12536.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12536.493164 Penalty: 555.941528
	Iteration 15Q: 3 clusters Score -12536.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12536.493164 Penalty: 555.941528
	Iteration 16F: 3 clusters Score -12536.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -14547.900391 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -14547.9 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 137 members 
Entering Unmasked Estep 
Score: -14207.639648 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -14207.64 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14281.772461 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -14281.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14320.370117 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -14320.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14351.406250 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -14351.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14380.984375 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -14380.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14411.875977 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -14411.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14431.713867 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -14431.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14447.439453 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -14447.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14457.699219 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -14457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14467.545898 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -14467.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14471.358398 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -14471.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14472.186523 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -14472.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14472.186523 Penalty: 509.456421
	Iteration 12F: 3 clusters Score -14472.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5354.571777 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5354.572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5139.904785 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5139.905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5199.891602 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5199.892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -51453.000000 Penalty: 311.584229
	Iteration 0F: 2 clusters Score -51453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -50684.750000 Penalty: 623.168457
	Iteration 0F: 3 clusters Score -50684.75 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -50903.531250 Penalty: 623.168457
	Iteration 1F: 3 clusters Score -50903.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -50939.687500 Penalty: 623.168457
	Iteration 2F: 3 clusters Score -50939.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -50963.238281 Penalty: 623.168457
	Iteration 3Q: 3 clusters Score -50963.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50973.226562 Penalty: 623.168457
	Iteration 4Q: 3 clusters Score -50973.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50981.960938 Penalty: 623.168457
	Iteration 5Q: 3 clusters Score -50981.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51005.933594 Penalty: 623.168457
	Iteration 6Q: 3 clusters Score -51005.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51024.097656 Penalty: 623.168457
	Iteration 7Q: 3 clusters Score -51024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51025.808594 Penalty: 623.168457
	Iteration 8Q: 3 clusters Score -51025.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51042.035156 Penalty: 623.168457
	Iteration 9Q: 3 clusters Score -51042.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51054.132812 Penalty: 623.168457
	Iteration 10Q: 3 clusters Score -51054.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51075.261719 Penalty: 623.168457
	Iteration 11Q: 3 clusters Score -51075.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51086.460938 Penalty: 623.168457
	Iteration 12Q: 3 clusters Score -51086.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51099.558594 Penalty: 623.168457
	Iteration 13Q: 3 clusters Score -51099.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51123.820312 Penalty: 623.168457
	Iteration 14Q: 3 clusters Score -51123.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51140.781250 Penalty: 623.168457
	Iteration 15Q: 3 clusters Score -51140.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51142.550781 Penalty: 623.168457
	Iteration 16Q: 3 clusters Score -51142.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51124.417969 Penalty: 623.168457
	Iteration 17Q: 3 clusters Score -51124.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51158.992188 Penalty: 623.168457
	Iteration 18Q: 3 clusters Score -51158.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51140.171875 Penalty: 623.168457
	Iteration 19Q: 3 clusters Score -51140.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51148.648438 Penalty: 623.168457
	Iteration 20F: 3 clusters Score -51148.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (63 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Entering Unmasked Estep 
Score: -2953.707764 Penalty: 188.512619
	Iteration 0F: 2 clusters Score -2953.708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2994.984131 Penalty: 377.025238
	Iteration 0F: 3 clusters Score -2994.984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: 48801.550781 Penalty: 188.512619
	Iteration 1F: 2 clusters Score 48801.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2953.707764 Penalty: 188.512619
	Iteration 2F: 2 clusters Score -2953.708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -6827.395020 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -6827.395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6589.669434 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6589.669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6668.770508 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6668.771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6706.351562 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -6706.352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6771.040039 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6771.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6783.070801 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6783.071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6791.686523 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6791.687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6800.755859 Penalty: 449.689453
	Iteration 6Q: 3 clusters Score -6800.756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6819.260742 Penalty: 449.689453
	Iteration 7Q: 3 clusters Score -6819.261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6826.279297 Penalty: 449.689453
	Iteration 8Q: 3 clusters Score -6826.279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6829.719238 Penalty: 449.689453
	Iteration 9Q: 3 clusters Score -6829.719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6837.548828 Penalty: 449.689453
	Iteration 10Q: 3 clusters Score -6837.549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6840.083496 Penalty: 449.689453
	Iteration 11Q: 3 clusters Score -6840.083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6841.434570 Penalty: 449.689453
	Iteration 12Q: 3 clusters Score -6841.435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6845.208984 Penalty: 449.689453
	Iteration 13Q: 3 clusters Score -6845.209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6848.766602 Penalty: 449.689453
	Iteration 14Q: 3 clusters Score -6848.767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6854.338867 Penalty: 449.689453
	Iteration 15Q: 3 clusters Score -6854.339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6873.764160 Penalty: 449.689453
	Iteration 16Q: 3 clusters Score -6873.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6873.764160 Penalty: 449.689453
	Iteration 17F: 3 clusters Score -6873.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 93820 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 28433 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 39079 members 
Mstep: Class 9 contains 32121 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96431 members 
Mstep: Class 14 contains 216724 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12326 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2074 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 145649 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 42092 members 
Mstep: Class 29 contains 4168 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193625 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45395 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37553 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189378 members 
Mstep: Class 43 contains 10948 members 
Mstep: Class 44 contains 5481 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9299 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 942 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 37 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 188407 members 
Mstep: Class 65 contains 11989 members 
Mstep: Class 66 contains 42663 members 
Mstep: Class 67 contains 2595 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30892 members 
Mstep: Class 72 contains 172060 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 228484 members 
Mstep: Class 77 contains 103 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
Score: -90787016.000000 Penalty: 52748.445312
Splitting cluster 53 changes total score from -90788128.000000 to -90787016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -49914.699219 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -49914.7 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 574 members 
Entering Unmasked Estep 
Score: -49057.726562 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -49057.73 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -49336.542969 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -49336.54 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -49416.343750 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -49416.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -49460.281250 Penalty: 637.361633
	Iteration 3F: 3 clusters Score -49460.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -49500.414062 Penalty: 637.361633
	Iteration 4Q: 3 clusters Score -49500.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -49549.003906 Penalty: 637.361633
	Iteration 5F: 3 clusters Score -49549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -49595.781250 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -49595.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -49636.601562 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -49636.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -49691.816406 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -49691.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -49748.320312 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -49748.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -49772.347656 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -49772.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -49782.707031 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -49782.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -49786.464844 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -49786.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -49788.101562 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -49788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -49788.605469 Penalty: 637.361633
	Iteration 14Q: 3 clusters Score -49788.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -49788.777344 Penalty: 637.361633
	Iteration 15Q: 3 clusters Score -49788.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -49789.449219 Penalty: 637.361633
	Iteration 16Q: 3 clusters Score -49789.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -49790.597656 Penalty: 637.361633
	Iteration 17Q: 3 clusters Score -49790.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -49790.777344 Penalty: 637.361633
	Iteration 18Q: 3 clusters Score -49790.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -49790.777344 Penalty: 637.361633
	Iteration 19F: 3 clusters Score -49790.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -21911.234375 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -21911.23 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 244 members 
Entering Unmasked Estep 
Score: -21464.333984 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -21464.33 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21638.779297 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -21638.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21729.310547 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -21729.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21756.603516 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -21756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21763.378906 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -21763.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21771.638672 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -21771.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21781.240234 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -21781.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21790.556641 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -21790.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21800.222656 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -21800.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21814.449219 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -21814.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21824.873047 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -21824.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21829.544922 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -21829.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21831.701172 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -21831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21833.720703 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -21833.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -21833.917969 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -21833.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -21833.917969 Penalty: 554.924744
	Iteration 15F: 3 clusters Score -21833.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5826.743164 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5826.743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5567.496094 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5567.496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5626.890625 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5626.891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5648.505859 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5648.506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5652.237793 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5652.238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5654.319824 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5654.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5654.319824 Penalty: 457.173126
	Iteration 5F: 3 clusters Score -5654.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -7567.464355 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -7567.464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7351.458496 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -7351.458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7439.062012 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -7439.062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7460.202148 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -7460.202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7469.001953 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -7469.002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7476.799805 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -7476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7481.026855 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -7481.027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7481.765625 Penalty: 451.618896
	Iteration 6Q: 3 clusters Score -7481.766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7481.765625 Penalty: 451.618896
	Iteration 7F: 3 clusters Score -7481.766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -6884.685059 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -6884.685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6653.833008 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6653.833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6707.846191 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6707.846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6716.897461 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -6716.897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6721.669434 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6721.669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6722.620117 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6722.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6722.620117 Penalty: 449.689453
	Iteration 5F: 3 clusters Score -6722.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -13799.651367 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -13799.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13444.636719 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -13444.64 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13552.792969 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -13552.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13605.006836 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -13605.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13657.015625 Penalty: 519.648865
	Iteration 3F: 3 clusters Score -13657.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13678.913086 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -13678.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13681.303711 Penalty: 519.648865
	Iteration 5Q: 3 clusters Score -13681.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13681.303711 Penalty: 519.648865
	Iteration 6F: 3 clusters Score -13681.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14293.687500 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14293.69 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 155 members 
Entering Unmasked Estep 
Score: -13951.632812 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -13951.63 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14031.362305 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14031.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14054.900391 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14070.685547 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14070.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14077.403320 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14088.151367 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14088.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14096.647461 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14096.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14098.265625 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14098.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14101.089844 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14101.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14102.132812 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14102.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14103.231445 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -14103.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14104.657227 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -14104.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14104.657227 Penalty: 511.126190
	Iteration 12F: 3 clusters Score -14104.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -9341.950195 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9341.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9060.521484 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9060.521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9156.977539 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9156.978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9194.293945 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9194.294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9213.766602 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -9213.767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9219.833008 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9219.833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9224.517578 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9224.518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9225.396484 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9225.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9228.883789 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -9228.884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9233.854492 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -9233.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9236.641602 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -9236.642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9236.641602 Penalty: 478.432068
	Iteration 10F: 3 clusters Score -9236.642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -12756.124023 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -12756.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12435.908203 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -12435.91 nChanged 73
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: -12538.717773 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -12538.72 nChanged 18
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: -12562.841797 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -12562.84 nChanged 15
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: -12585.496094 Penalty: 502.452942
	Iteration 3F: 3 clusters Score -12585.5 nChanged 11
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: -12598.180664 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -12598.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12599.937500 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -12599.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12599.937500 Penalty: 502.452942
	Iteration 6F: 3 clusters Score -12599.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -32001.835938 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -32001.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -31427.953125 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -31427.95 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31593.613281 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -31593.61 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31650.267578 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -31650.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31684.261719 Penalty: 592.162231
	Iteration 3Q: 3 clusters Score -31684.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -31712.195312 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -31712.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31746.394531 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -31746.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31777.062500 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -31777.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31801.156250 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -31801.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31823.357422 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -31823.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31849.599609 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -31849.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31887.318359 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -31887.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31923.462891 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -31923.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31937.523438 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -31937.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31952.191406 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -31952.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31955.476562 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -31955.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31956.228516 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -31956.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31956.945312 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -31956.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31960.875000 Penalty: 592.162231
	Iteration 17F: 3 clusters Score -31960.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31966.976562 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -31966.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31974.568359 Penalty: 592.162231
	Iteration 19Q: 3 clusters Score -31974.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31978.251953 Penalty: 592.162231
	Iteration 20F: 3 clusters Score -31978.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31982.109375 Penalty: 592.162231
	Iteration 21Q: 3 clusters Score -31982.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31988.628906 Penalty: 592.162231
	Iteration 22Q: 3 clusters Score -31988.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31994.349609 Penalty: 592.162231
	Iteration 23Q: 3 clusters Score -31994.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32000.921875 Penalty: 592.162231
	Iteration 24Q: 3 clusters Score -32000.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32018.125000 Penalty: 592.162231
	Iteration 25Q: 3 clusters Score -32018.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32027.302734 Penalty: 592.162231
	Iteration 26Q: 3 clusters Score -32027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32031.156250 Penalty: 592.162231
	Iteration 27Q: 3 clusters Score -32031.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32035.408203 Penalty: 592.162231
	Iteration 28Q: 3 clusters Score -32035.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32037.839844 Penalty: 592.162231
	Iteration 29Q: 3 clusters Score -32037.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32041.634766 Penalty: 592.162231
	Iteration 30Q: 3 clusters Score -32041.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32041.634766 Penalty: 592.162231
	Iteration 31F: 3 clusters Score -32041.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 93820 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 28433 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 39079 members 
Mstep: Class 9 contains 32121 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96431 members 
Mstep: Class 14 contains 216724 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12326 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2074 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 145649 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 42092 members 
Mstep: Class 29 contains 4168 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193625 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45395 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37553 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189378 members 
Mstep: Class 43 contains 10948 members 
Mstep: Class 44 contains 5481 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9299 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 942 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 522 members 
Mstep: Class 64 contains 188407 members 
Mstep: Class 65 contains 11989 members 
Mstep: Class 66 contains 42663 members 
Mstep: Class 67 contains 2595 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30892 members 
Mstep: Class 72 contains 172060 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 228484 members 
Mstep: Class 77 contains 148 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
Score: -90786912.000000 Penalty: 52748.445312
Splitting cluster 63 changes total score from -90788128.000000 to -90786912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (188407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188407 members 
Entering Unmasked Estep 
Score: -9196889.000000 Penalty: 552.659363
	Iteration 0F: 2 clusters Score -9196889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93826 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -9069948.000000 Penalty: 1105.318726
	Iteration 0F: 3 clusters Score -9069948 nChanged 92631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -9130205.000000 Penalty: 1105.318726
	Iteration 1F: 3 clusters Score -9130205 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -9135130.000000 Penalty: 1105.318726
	Iteration 2Q: 3 clusters Score -9135130 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 124530 members 
Entering Unmasked Estep 
Score: -9143169.000000 Penalty: 1105.318726
	Iteration 3F: 3 clusters Score -9143169 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 135210 members 
Entering Unmasked Estep 
Score: -9154486.000000 Penalty: 1105.318726
	Iteration 4F: 3 clusters Score -9154486 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 144420 members 
Entering Unmasked Estep 
Score: -9166403.000000 Penalty: 1105.318726
	Iteration 5F: 3 clusters Score -9166403 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 150446 members 
Entering Unmasked Estep 
Score: -9174999.000000 Penalty: 1105.318726
	Iteration 6Q: 3 clusters Score -9174999 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 154262 members 
Entering Unmasked Estep 
Score: -9179305.000000 Penalty: 1105.318726
	Iteration 7Q: 3 clusters Score -9179305 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 157370 members 
Entering Unmasked Estep 
Score: -9181668.000000 Penalty: 1105.318726
	Iteration 8Q: 3 clusters Score -9181668 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 160229 members 
Entering Unmasked Estep 
Score: -9183319.000000 Penalty: 1105.318726
	Iteration 9Q: 3 clusters Score -9183319 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 162898 members 
Entering Unmasked Estep 
Score: -9184764.000000 Penalty: 1105.318726
	Iteration 10Q: 3 clusters Score -9184764 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 165407 members 
Entering Unmasked Estep 
Score: -9186045.000000 Penalty: 1105.318726
	Iteration 11Q: 3 clusters Score -9186045 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 167860 members 
Entering Unmasked Estep 
Score: -9187422.000000 Penalty: 1105.318726
	Iteration 12Q: 3 clusters Score -9187422 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 170097 members 
Entering Unmasked Estep 
Score: -9188570.000000 Penalty: 1105.318726
	Iteration 13Q: 3 clusters Score -9188570 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 172242 members 
Entering Unmasked Estep 
Score: -9189626.000000 Penalty: 1105.318726
	Iteration 14Q: 3 clusters Score -9189626 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 174245 members 
Entering Unmasked Estep 
Score: -9190592.000000 Penalty: 1105.318726
	Iteration 15Q: 3 clusters Score -9190592 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 176096 members 
Entering Unmasked Estep 
Score: -9191516.000000 Penalty: 1105.318726
	Iteration 16Q: 3 clusters Score -9191516 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 177799 members 
Entering Unmasked Estep 
Score: -9192280.000000 Penalty: 1105.318726
	Iteration 17Q: 3 clusters Score -9192280 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 179275 members 
Entering Unmasked Estep 
Score: -9192876.000000 Penalty: 1105.318726
	Iteration 18Q: 3 clusters Score -9192876 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 180577 members 
Entering Unmasked Estep 
Score: -9193438.000000 Penalty: 1105.318726
	Iteration 19Q: 3 clusters Score -9193438 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 181748 members 
Entering Unmasked Estep 
Score: -9193905.000000 Penalty: 1105.318726
	Iteration 20F: 3 clusters Score -9193905 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 182723 members 
Entering Unmasked Estep 
Score: -9194341.000000 Penalty: 1105.318726
	Iteration 21Q: 3 clusters Score -9194341 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 183577 members 
Entering Unmasked Estep 
Score: -9194717.000000 Penalty: 1105.318726
	Iteration 22Q: 3 clusters Score -9194717 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 184287 members 
Entering Unmasked Estep 
Score: -9194985.000000 Penalty: 1105.318726
	Iteration 23Q: 3 clusters Score -9194985 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 184895 members 
Entering Unmasked Estep 
Score: -9195204.000000 Penalty: 1105.318726
	Iteration 24Q: 3 clusters Score -9195204 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 185393 members 
Entering Unmasked Estep 
Score: -9195457.000000 Penalty: 1105.318726
	Iteration 25Q: 3 clusters Score -9195457 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 185786 members 
Entering Unmasked Estep 
Score: -9195600.000000 Penalty: 1105.318726
	Iteration 26Q: 3 clusters Score -9195600 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 186109 members 
Entering Unmasked Estep 
Score: -9195697.000000 Penalty: 1105.318726
	Iteration 27Q: 3 clusters Score -9195697 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 186392 members 
Entering Unmasked Estep 
Score: -9195815.000000 Penalty: 1105.318726
	Iteration 28Q: 3 clusters Score -9195815 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 186643 members 
Entering Unmasked Estep 
Score: -9195914.000000 Penalty: 1105.318726
	Iteration 29Q: 3 clusters Score -9195914 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 186835 members 
Entering Unmasked Estep 
Score: -9195952.000000 Penalty: 1105.318726
	Iteration 30Q: 3 clusters Score -9195952 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 186993 members 
Entering Unmasked Estep 
Score: -9196018.000000 Penalty: 1105.318726
	Iteration 31Q: 3 clusters Score -9196018 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 187137 members 
Entering Unmasked Estep 
Score: -9196091.000000 Penalty: 1105.318726
	Iteration 32Q: 3 clusters Score -9196091 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 187254 members 
Entering Unmasked Estep 
Score: -9196126.000000 Penalty: 1105.318726
	Iteration 33Q: 3 clusters Score -9196126 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 187354 members 
Entering Unmasked Estep 
Score: -9196163.000000 Penalty: 1105.318726
	Iteration 34Q: 3 clusters Score -9196163 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 187446 members 
Entering Unmasked Estep 
Score: -9196195.000000 Penalty: 1105.318726
	Iteration 35Q: 3 clusters Score -9196195 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 187533 members 
Entering Unmasked Estep 
Score: -9196205.000000 Penalty: 1105.318726
	Iteration 36Q: 3 clusters Score -9196205 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 187599 members 
Entering Unmasked Estep 
Score: -9196244.000000 Penalty: 1105.318726
	Iteration 37Q: 3 clusters Score -9196244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 187660 members 
Entering Unmasked Estep 
Score: -9196268.000000 Penalty: 1105.318726
	Iteration 38Q: 3 clusters Score -9196268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 187720 members 
Entering Unmasked Estep 
Score: -9196295.000000 Penalty: 1105.318726
	Iteration 39Q: 3 clusters Score -9196295 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 187770 members 
Entering Unmasked Estep 
Score: -9196321.000000 Penalty: 1105.318726
	Iteration 40F: 3 clusters Score -9196321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 187820 members 
Entering Unmasked Estep 
Score: -9196358.000000 Penalty: 1105.318726
	Iteration 41Q: 3 clusters Score -9196358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 187854 members 
Entering Unmasked Estep 
Score: -9196366.000000 Penalty: 1105.318726
	Iteration 42Q: 3 clusters Score -9196366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 187879 members 
Entering Unmasked Estep 
Score: -9196375.000000 Penalty: 1105.318726
	Iteration 43Q: 3 clusters Score -9196375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 187897 members 
Entering Unmasked Estep 
Score: -9196382.000000 Penalty: 1105.318726
	Iteration 44Q: 3 clusters Score -9196382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 187905 members 
Entering Unmasked Estep 
Score: -9196389.000000 Penalty: 1105.318726
	Iteration 45Q: 3 clusters Score -9196389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 187909 members 
Entering Unmasked Estep 
Score: -9196390.000000 Penalty: 1105.318726
	Iteration 46Q: 3 clusters Score -9196390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 187915 members 
Entering Unmasked Estep 
Score: -9196392.000000 Penalty: 1105.318726
	Iteration 47Q: 3 clusters Score -9196392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 187923 members 
Entering Unmasked Estep 
Score: -9196389.000000 Penalty: 1105.318726
	Iteration 48Q: 3 clusters Score -9196389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 187925 members 
Entering Unmasked Estep 
Score: -9196390.000000 Penalty: 1105.318726
	Iteration 49Q: 3 clusters Score -9196390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 187927 members 
Entering Unmasked Estep 
Score: -9196391.000000 Penalty: 1105.318726
	Iteration 50Q: 3 clusters Score -9196391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 187927 members 
Entering Unmasked Estep 
Score: -9196394.000000 Penalty: 1105.318726
	Iteration 51Q: 3 clusters Score -9196394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 187931 members 
Entering Unmasked Estep 
Score: -9196394.000000 Penalty: 1105.318726
	Iteration 52Q: 3 clusters Score -9196394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 187934 members 
Entering Unmasked Estep 
Score: -9196402.000000 Penalty: 1105.318726
	Iteration 53Q: 3 clusters Score -9196402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 187937 members 
Entering Unmasked Estep 
Score: -9196406.000000 Penalty: 1105.318726
	Iteration 54Q: 3 clusters Score -9196406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 187938 members 
Entering Unmasked Estep 
Score: -9196401.000000 Penalty: 1105.318726
	Iteration 55Q: 3 clusters Score -9196401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 187939 members 
Entering Unmasked Estep 
Score: -9196406.000000 Penalty: 1105.318726
	Iteration 56Q: 3 clusters Score -9196406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 187939 members 
Entering Unmasked Estep 
Score: -9196405.000000 Penalty: 1105.318726
	Iteration 57Q: 3 clusters Score -9196405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 187945 members 
Entering Unmasked Estep 
Score: -9196401.000000 Penalty: 1105.318726
	Iteration 58Q: 3 clusters Score -9196401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 187947 members 
Entering Unmasked Estep 
Score: -9196406.000000 Penalty: 1105.318726
	Iteration 59Q: 3 clusters Score -9196406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 187945 members 
Entering Unmasked Estep 
Score: -9196407.000000 Penalty: 1105.318726
	Iteration 60F: 3 clusters Score -9196407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 187946 members 
Entering Unmasked Estep 
Score: -9196413.000000 Penalty: 1105.318726
	Iteration 61Q: 3 clusters Score -9196413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 187949 members 
Entering Unmasked Estep 
Score: -9196410.000000 Penalty: 1105.318726
	Iteration 62Q: 3 clusters Score -9196410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 187949 members 
Entering Unmasked Estep 
Score: -9196409.000000 Penalty: 1105.318726
	Iteration 63Q: 3 clusters Score -9196409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 187953 members 
Entering Unmasked Estep 
Score: -9196414.000000 Penalty: 1105.318726
	Iteration 64Q: 3 clusters Score -9196414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 187957 members 
Entering Unmasked Estep 
Score: -9196409.000000 Penalty: 1105.318726
	Iteration 65Q: 3 clusters Score -9196409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 187964 members 
Entering Unmasked Estep 
Score: -9196410.000000 Penalty: 1105.318726
	Iteration 66Q: 3 clusters Score -9196410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 187970 members 
Entering Unmasked Estep 
Score: -9196416.000000 Penalty: 1105.318726
	Iteration 67Q: 3 clusters Score -9196416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 187972 members 
Entering Unmasked Estep 
Score: -9196425.000000 Penalty: 1105.318726
	Iteration 68Q: 3 clusters Score -9196425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 187975 members 
Entering Unmasked Estep 
Score: -9196430.000000 Penalty: 1105.318726
	Iteration 69Q: 3 clusters Score -9196430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 187978 members 
Entering Unmasked Estep 
Score: -9196427.000000 Penalty: 1105.318726
	Iteration 70Q: 3 clusters Score -9196427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 187981 members 
Entering Unmasked Estep 
Score: -9196432.000000 Penalty: 1105.318726
	Iteration 71Q: 3 clusters Score -9196432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 187984 members 
Entering Unmasked Estep 
Score: -9196431.000000 Penalty: 1105.318726
	Iteration 72Q: 3 clusters Score -9196431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 187983 members 
Entering Unmasked Estep 
Score: -9196434.000000 Penalty: 1105.318726
	Iteration 73Q: 3 clusters Score -9196434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 187983 members 
Entering Unmasked Estep 
Score: -9196434.000000 Penalty: 1105.318726
	Iteration 74F: 3 clusters Score -9196434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (11989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Entering Unmasked Estep 
Score: -602086.750000 Penalty: 427.324371
	Iteration 0F: 2 clusters Score -602086.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -594099.062500 Penalty: 854.648743
	Iteration 0F: 3 clusters Score -594099.1 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -597203.750000 Penalty: 854.648743
	Iteration 1F: 3 clusters Score -597203.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -597405.375000 Penalty: 854.648743
	Iteration 2Q: 3 clusters Score -597405.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -597663.125000 Penalty: 854.648743
	Iteration 3Q: 3 clusters Score -597663.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -598088.000000 Penalty: 854.648743
	Iteration 4F: 3 clusters Score -598088 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -598732.500000 Penalty: 854.648743
	Iteration 5F: 3 clusters Score -598732.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -599519.875000 Penalty: 854.648743
	Iteration 6F: 3 clusters Score -599519.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -600228.562500 Penalty: 854.648743
	Iteration 7F: 3 clusters Score -600228.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -600607.187500 Penalty: 854.648743
	Iteration 8Q: 3 clusters Score -600607.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -600814.437500 Penalty: 854.648743
	Iteration 9Q: 3 clusters Score -600814.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -600942.250000 Penalty: 854.648743
	Iteration 10Q: 3 clusters Score -600942.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -601039.812500 Penalty: 854.648743
	Iteration 11Q: 3 clusters Score -601039.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -601121.875000 Penalty: 854.648743
	Iteration 12Q: 3 clusters Score -601121.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -601194.250000 Penalty: 854.648743
	Iteration 13Q: 3 clusters Score -601194.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -601253.875000 Penalty: 854.648743
	Iteration 14Q: 3 clusters Score -601253.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -601309.437500 Penalty: 854.648743
	Iteration 15Q: 3 clusters Score -601309.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -601352.125000 Penalty: 854.648743
	Iteration 16Q: 3 clusters Score -601352.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -601401.500000 Penalty: 854.648743
	Iteration 17Q: 3 clusters Score -601401.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -601443.375000 Penalty: 854.648743
	Iteration 18Q: 3 clusters Score -601443.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -601478.250000 Penalty: 854.648743
	Iteration 19Q: 3 clusters Score -601478.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -601495.687500 Penalty: 854.648743
	Iteration 20F: 3 clusters Score -601495.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -601512.125000 Penalty: 854.648743
	Iteration 21Q: 3 clusters Score -601512.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -601532.437500 Penalty: 854.648743
	Iteration 22Q: 3 clusters Score -601532.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -601549.812500 Penalty: 854.648743
	Iteration 23Q: 3 clusters Score -601549.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -601567.812500 Penalty: 854.648743
	Iteration 24Q: 3 clusters Score -601567.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -601582.250000 Penalty: 854.648743
	Iteration 25Q: 3 clusters Score -601582.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -601598.125000 Penalty: 854.648743
	Iteration 26Q: 3 clusters Score -601598.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -601610.750000 Penalty: 854.648743
	Iteration 27Q: 3 clusters Score -601610.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -601629.875000 Penalty: 854.648743
	Iteration 28Q: 3 clusters Score -601629.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -601648.375000 Penalty: 854.648743
	Iteration 29Q: 3 clusters Score -601648.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -601668.500000 Penalty: 854.648743
	Iteration 30Q: 3 clusters Score -601668.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -601686.687500 Penalty: 854.648743
	Iteration 31Q: 3 clusters Score -601686.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -601704.750000 Penalty: 854.648743
	Iteration 32Q: 3 clusters Score -601704.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -601712.500000 Penalty: 854.648743
	Iteration 33Q: 3 clusters Score -601712.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -601716.562500 Penalty: 854.648743
	Iteration 34Q: 3 clusters Score -601716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -601717.687500 Penalty: 854.648743
	Iteration 35Q: 3 clusters Score -601717.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -601721.250000 Penalty: 854.648743
	Iteration 36Q: 3 clusters Score -601721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -601723.000000 Penalty: 854.648743
	Iteration 37Q: 3 clusters Score -601723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -601725.062500 Penalty: 854.648743
	Iteration 38Q: 3 clusters Score -601725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -601727.125000 Penalty: 854.648743
	Iteration 39Q: 3 clusters Score -601727.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -601728.562500 Penalty: 854.648743
	Iteration 40F: 3 clusters Score -601728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -601730.500000 Penalty: 854.648743
	Iteration 41Q: 3 clusters Score -601730.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -601730.937500 Penalty: 854.648743
	Iteration 42Q: 3 clusters Score -601730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -601731.312500 Penalty: 854.648743
	Iteration 43Q: 3 clusters Score -601731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -601731.875000 Penalty: 854.648743
	Iteration 44Q: 3 clusters Score -601731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -601732.125000 Penalty: 854.648743
	Iteration 45Q: 3 clusters Score -601732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -601732.562500 Penalty: 854.648743
	Iteration 46Q: 3 clusters Score -601732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -601733.750000 Penalty: 854.648743
	Iteration 47Q: 3 clusters Score -601733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -601733.937500 Penalty: 854.648743
	Iteration 48Q: 3 clusters Score -601733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -601733.937500 Penalty: 854.648743
	Iteration 49F: 3 clusters Score -601733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (42663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Entering Unmasked Estep 
Score: -2185096.750000 Penalty: 485.079468
	Iteration 0F: 2 clusters Score -2185097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2156404.000000 Penalty: 970.158936
	Iteration 0F: 3 clusters Score -2156404 nChanged 20620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -2169445.500000 Penalty: 970.158936
	Iteration 1F: 3 clusters Score -2169446 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2170463.750000 Penalty: 970.158936
	Iteration 2F: 3 clusters Score -2170464 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -2172030.750000 Penalty: 970.158936
	Iteration 3F: 3 clusters Score -2172031 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -2174252.750000 Penalty: 970.158936
	Iteration 4F: 3 clusters Score -2174253 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -2176918.000000 Penalty: 970.158936
	Iteration 5F: 3 clusters Score -2176918 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -2179496.500000 Penalty: 970.158936
	Iteration 6F: 3 clusters Score -2179496 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -2181570.750000 Penalty: 970.158936
	Iteration 7Q: 3 clusters Score -2181571 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -2183002.000000 Penalty: 970.158936
	Iteration 8Q: 3 clusters Score -2183002 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -2183804.000000 Penalty: 970.158936
	Iteration 9Q: 3 clusters Score -2183804 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -2184228.750000 Penalty: 970.158936
	Iteration 10Q: 3 clusters Score -2184229 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -2184449.000000 Penalty: 970.158936
	Iteration 11Q: 3 clusters Score -2184449 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -2184547.500000 Penalty: 970.158936
	Iteration 12Q: 3 clusters Score -2184548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -2184603.000000 Penalty: 970.158936
	Iteration 13Q: 3 clusters Score -2184603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -2184648.750000 Penalty: 970.158936
	Iteration 14Q: 3 clusters Score -2184649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -2184664.750000 Penalty: 970.158936
	Iteration 15Q: 3 clusters Score -2184665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -2184680.750000 Penalty: 970.158936
	Iteration 16Q: 3 clusters Score -2184681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -2184694.750000 Penalty: 970.158936
	Iteration 17Q: 3 clusters Score -2184695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -2184702.750000 Penalty: 970.158936
	Iteration 18Q: 3 clusters Score -2184703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -2184709.000000 Penalty: 970.158936
	Iteration 19Q: 3 clusters Score -2184709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -2184710.750000 Penalty: 970.158936
	Iteration 20F: 3 clusters Score -2184711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -2184712.750000 Penalty: 970.158936
	Iteration 21Q: 3 clusters Score -2184713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -2184715.750000 Penalty: 970.158936
	Iteration 22Q: 3 clusters Score -2184716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -2184715.750000 Penalty: 970.158936
	Iteration 23F: 3 clusters Score -2184716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -123997.640625 Penalty: 357.691071
	Iteration 0F: 2 clusters Score -123997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -122168.195312 Penalty: 715.382141
	Iteration 0F: 3 clusters Score -122168.2 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -122817.929688 Penalty: 715.382141
	Iteration 1F: 3 clusters Score -122817.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -122971.898438 Penalty: 715.382141
	Iteration 2F: 3 clusters Score -122971.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -123150.421875 Penalty: 715.382141
	Iteration 3F: 3 clusters Score -123150.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -123299.648438 Penalty: 715.382141
	Iteration 4F: 3 clusters Score -123299.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -123419.382812 Penalty: 715.382141
	Iteration 5F: 3 clusters Score -123419.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -123510.882812 Penalty: 715.382141
	Iteration 6Q: 3 clusters Score -123510.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -123586.718750 Penalty: 715.382141
	Iteration 7Q: 3 clusters Score -123586.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -123637.140625 Penalty: 715.382141
	Iteration 8Q: 3 clusters Score -123637.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -123663.968750 Penalty: 715.382141
	Iteration 9Q: 3 clusters Score -123664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -123676.585938 Penalty: 715.382141
	Iteration 10Q: 3 clusters Score -123676.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -123691.085938 Penalty: 715.382141
	Iteration 11Q: 3 clusters Score -123691.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -123702.632812 Penalty: 715.382141
	Iteration 12Q: 3 clusters Score -123702.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -123712.648438 Penalty: 715.382141
	Iteration 13Q: 3 clusters Score -123712.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -123717.390625 Penalty: 715.382141
	Iteration 14Q: 3 clusters Score -123717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -123719.789062 Penalty: 715.382141
	Iteration 15Q: 3 clusters Score -123719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -123721.726562 Penalty: 715.382141
	Iteration 16Q: 3 clusters Score -123721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -123725.515625 Penalty: 715.382141
	Iteration 17Q: 3 clusters Score -123725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -123726.187500 Penalty: 715.382141
	Iteration 18Q: 3 clusters Score -123726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -123726.187500 Penalty: 715.382141
	Iteration 19F: 3 clusters Score -123726.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -2909.518555 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -2909.519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2709.405518 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -2709.406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2832.684814 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -2832.685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2847.069336 Penalty: 465.190857
	Iteration 2Q: 3 clusters Score -2847.069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2902.999756 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -2903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2907.739746 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -2907.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2907.739746 Penalty: 465.190857
	Iteration 5F: 3 clusters Score -2907.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -7636.153320 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -7636.153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7376.140137 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -7376.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7430.305664 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -7430.306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7483.119141 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -7483.119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7522.575195 Penalty: 460.696136
	Iteration 3F: 3 clusters Score -7522.575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7575.042480 Penalty: 460.696136
	Iteration 4Q: 3 clusters Score -7575.042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7620.501465 Penalty: 460.696136
	Iteration 5F: 3 clusters Score -7620.501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7654.671387 Penalty: 460.696136
	Iteration 6Q: 3 clusters Score -7654.671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7673.968750 Penalty: 460.696136
	Iteration 7Q: 3 clusters Score -7673.969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7677.139648 Penalty: 460.696136
	Iteration 8Q: 3 clusters Score -7677.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7677.139648 Penalty: 460.696136
	Iteration 9F: 3 clusters Score -7677.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 93820 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 28433 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 39079 members 
Mstep: Class 9 contains 32121 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96431 members 
Mstep: Class 14 contains 216724 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12326 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2074 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 145649 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 42092 members 
Mstep: Class 29 contains 4168 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193625 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45395 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37553 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189378 members 
Mstep: Class 43 contains 10948 members 
Mstep: Class 44 contains 5481 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9299 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 942 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 188407 members 
Mstep: Class 65 contains 11989 members 
Mstep: Class 66 contains 42663 members 
Mstep: Class 67 contains 2595 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 64 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30892 members 
Mstep: Class 72 contains 172060 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 228484 members 
Mstep: Class 77 contains 94 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
Score: -90786992.000000 Penalty: 52748.445312
Splitting cluster 69 changes total score from -90788128.000000 to -90786992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -7892.248047 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -7892.248 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 78 members 
Entering Unmasked Estep 
Score: -7638.146484 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -7638.146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7734.372559 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -7734.373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7757.045898 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -7757.046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7767.578125 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -7767.578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7769.965332 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -7769.965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7769.965332 Penalty: 465.737427
	Iteration 5F: 3 clusters Score -7769.965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (30892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Entering Unmasked Estep 
Score: -1589125.750000 Penalty: 470.390472
	Iteration 0F: 2 clusters Score -1589126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1568464.125000 Penalty: 940.780945
	Iteration 0F: 3 clusters Score -1568464 nChanged 14893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1577106.375000 Penalty: 940.780945
	Iteration 1F: 3 clusters Score -1577106 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1577461.625000 Penalty: 940.780945
	Iteration 2Q: 3 clusters Score -1577462 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1577984.625000 Penalty: 940.780945
	Iteration 3Q: 3 clusters Score -1577985 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1578859.375000 Penalty: 940.780945
	Iteration 4Q: 3 clusters Score -1578859 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1580168.000000 Penalty: 940.780945
	Iteration 5F: 3 clusters Score -1580168 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1581733.875000 Penalty: 940.780945
	Iteration 6F: 3 clusters Score -1581734 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1582900.875000 Penalty: 940.780945
	Iteration 7F: 3 clusters Score -1582901 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1583454.250000 Penalty: 940.780945
	Iteration 8Q: 3 clusters Score -1583454 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1583684.625000 Penalty: 940.780945
	Iteration 9Q: 3 clusters Score -1583685 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1583887.375000 Penalty: 940.780945
	Iteration 10Q: 3 clusters Score -1583887 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1584076.625000 Penalty: 940.780945
	Iteration 11Q: 3 clusters Score -1584077 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1584260.250000 Penalty: 940.780945
	Iteration 12Q: 3 clusters Score -1584260 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1584479.000000 Penalty: 940.780945
	Iteration 13Q: 3 clusters Score -1584479 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1584718.875000 Penalty: 940.780945
	Iteration 14Q: 3 clusters Score -1584719 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1584980.750000 Penalty: 940.780945
	Iteration 15Q: 3 clusters Score -1584981 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1585252.500000 Penalty: 940.780945
	Iteration 16Q: 3 clusters Score -1585252 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1585535.625000 Penalty: 940.780945
	Iteration 17Q: 3 clusters Score -1585536 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1585801.250000 Penalty: 940.780945
	Iteration 18Q: 3 clusters Score -1585801 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1586035.125000 Penalty: 940.780945
	Iteration 19Q: 3 clusters Score -1586035 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1586197.125000 Penalty: 940.780945
	Iteration 20F: 3 clusters Score -1586197 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1586344.625000 Penalty: 940.780945
	Iteration 21Q: 3 clusters Score -1586345 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1586478.250000 Penalty: 940.780945
	Iteration 22Q: 3 clusters Score -1586478 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1586567.625000 Penalty: 940.780945
	Iteration 23Q: 3 clusters Score -1586568 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1586658.625000 Penalty: 940.780945
	Iteration 24Q: 3 clusters Score -1586659 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1586735.250000 Penalty: 940.780945
	Iteration 25Q: 3 clusters Score -1586735 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1586797.375000 Penalty: 940.780945
	Iteration 26Q: 3 clusters Score -1586797 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1586876.250000 Penalty: 940.780945
	Iteration 27Q: 3 clusters Score -1586876 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1586938.500000 Penalty: 940.780945
	Iteration 28Q: 3 clusters Score -1586938 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1587020.875000 Penalty: 940.780945
	Iteration 29Q: 3 clusters Score -1587021 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1587092.000000 Penalty: 940.780945
	Iteration 30Q: 3 clusters Score -1587092 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1587156.500000 Penalty: 940.780945
	Iteration 31Q: 3 clusters Score -1587156 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1587218.625000 Penalty: 940.780945
	Iteration 32Q: 3 clusters Score -1587219 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1587282.500000 Penalty: 940.780945
	Iteration 33Q: 3 clusters Score -1587282 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1587340.000000 Penalty: 940.780945
	Iteration 34Q: 3 clusters Score -1587340 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1587384.375000 Penalty: 940.780945
	Iteration 35Q: 3 clusters Score -1587384 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1587425.375000 Penalty: 940.780945
	Iteration 36Q: 3 clusters Score -1587425 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1587472.250000 Penalty: 940.780945
	Iteration 37Q: 3 clusters Score -1587472 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1587512.500000 Penalty: 940.780945
	Iteration 38Q: 3 clusters Score -1587512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1587546.125000 Penalty: 940.780945
	Iteration 39Q: 3 clusters Score -1587546 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1587573.875000 Penalty: 940.780945
	Iteration 40F: 3 clusters Score -1587574 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1587595.875000 Penalty: 940.780945
	Iteration 41Q: 3 clusters Score -1587596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1587613.500000 Penalty: 940.780945
	Iteration 42Q: 3 clusters Score -1587614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1587635.750000 Penalty: 940.780945
	Iteration 43Q: 3 clusters Score -1587636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1587665.000000 Penalty: 940.780945
	Iteration 44Q: 3 clusters Score -1587665 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1587687.500000 Penalty: 940.780945
	Iteration 45Q: 3 clusters Score -1587688 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1587728.875000 Penalty: 940.780945
	Iteration 46Q: 3 clusters Score -1587729 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1587765.375000 Penalty: 940.780945
	Iteration 47Q: 3 clusters Score -1587765 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1587808.000000 Penalty: 940.780945
	Iteration 48Q: 3 clusters Score -1587808 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1587829.625000 Penalty: 940.780945
	Iteration 49Q: 3 clusters Score -1587830 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1587839.125000 Penalty: 940.780945
	Iteration 50Q: 3 clusters Score -1587839 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1587845.875000 Penalty: 940.780945
	Iteration 51Q: 3 clusters Score -1587846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1587866.625000 Penalty: 940.780945
	Iteration 52Q: 3 clusters Score -1587867 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1587887.625000 Penalty: 940.780945
	Iteration 53Q: 3 clusters Score -1587888 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1587902.000000 Penalty: 940.780945
	Iteration 54Q: 3 clusters Score -1587902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1587913.875000 Penalty: 940.780945
	Iteration 55Q: 3 clusters Score -1587914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1587933.250000 Penalty: 940.780945
	Iteration 56Q: 3 clusters Score -1587933 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1587947.750000 Penalty: 940.780945
	Iteration 57Q: 3 clusters Score -1587948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1587964.125000 Penalty: 940.780945
	Iteration 58Q: 3 clusters Score -1587964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1587976.500000 Penalty: 940.780945
	Iteration 59Q: 3 clusters Score -1587976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1587995.250000 Penalty: 940.780945
	Iteration 60F: 3 clusters Score -1587995 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1588014.125000 Penalty: 940.780945
	Iteration 61Q: 3 clusters Score -1588014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1588025.750000 Penalty: 940.780945
	Iteration 62Q: 3 clusters Score -1588026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1588030.625000 Penalty: 940.780945
	Iteration 63Q: 3 clusters Score -1588031 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1588042.875000 Penalty: 940.780945
	Iteration 64Q: 3 clusters Score -1588043 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1588059.750000 Penalty: 940.780945
	Iteration 65Q: 3 clusters Score -1588060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1588082.625000 Penalty: 940.780945
	Iteration 66Q: 3 clusters Score -1588083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1588098.125000 Penalty: 940.780945
	Iteration 67Q: 3 clusters Score -1588098 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1588112.750000 Penalty: 940.780945
	Iteration 68Q: 3 clusters Score -1588113 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1588115.750000 Penalty: 940.780945
	Iteration 69Q: 3 clusters Score -1588116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1588127.500000 Penalty: 940.780945
	Iteration 70Q: 3 clusters Score -1588128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1588136.625000 Penalty: 940.780945
	Iteration 71Q: 3 clusters Score -1588137 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1588144.500000 Penalty: 940.780945
	Iteration 72Q: 3 clusters Score -1588144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1588155.250000 Penalty: 940.780945
	Iteration 73Q: 3 clusters Score -1588155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1588161.875000 Penalty: 940.780945
	Iteration 74Q: 3 clusters Score -1588162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1588170.625000 Penalty: 940.780945
	Iteration 75Q: 3 clusters Score -1588171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1588177.125000 Penalty: 940.780945
	Iteration 76Q: 3 clusters Score -1588177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1588185.500000 Penalty: 940.780945
	Iteration 77Q: 3 clusters Score -1588186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1588189.000000 Penalty: 940.780945
	Iteration 78Q: 3 clusters Score -1588189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1588194.125000 Penalty: 940.780945
	Iteration 79Q: 3 clusters Score -1588194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1588202.750000 Penalty: 940.780945
	Iteration 80F: 3 clusters Score -1588203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1588208.125000 Penalty: 940.780945
	Iteration 81Q: 3 clusters Score -1588208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1588217.000000 Penalty: 940.780945
	Iteration 82Q: 3 clusters Score -1588217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1588223.375000 Penalty: 940.780945
	Iteration 83Q: 3 clusters Score -1588223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1588229.750000 Penalty: 940.780945
	Iteration 84Q: 3 clusters Score -1588230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1588238.125000 Penalty: 940.780945
	Iteration 85Q: 3 clusters Score -1588238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1588241.375000 Penalty: 940.780945
	Iteration 86Q: 3 clusters Score -1588241 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1588247.125000 Penalty: 940.780945
	Iteration 87Q: 3 clusters Score -1588247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1588251.125000 Penalty: 940.780945
	Iteration 88Q: 3 clusters Score -1588251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1588254.500000 Penalty: 940.780945
	Iteration 89Q: 3 clusters Score -1588254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1588254.875000 Penalty: 940.780945
	Iteration 90Q: 3 clusters Score -1588255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1588258.250000 Penalty: 940.780945
	Iteration 91Q: 3 clusters Score -1588258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1588262.500000 Penalty: 940.780945
	Iteration 92Q: 3 clusters Score -1588262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1588269.125000 Penalty: 940.780945
	Iteration 93Q: 3 clusters Score -1588269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1588277.125000 Penalty: 940.780945
	Iteration 94Q: 3 clusters Score -1588277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1588276.375000 Penalty: 940.780945
	Iteration 95Q: 3 clusters Score -1588276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1588279.250000 Penalty: 940.780945
	Iteration 96Q: 3 clusters Score -1588279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1588285.750000 Penalty: 940.780945
	Iteration 97Q: 3 clusters Score -1588286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1588289.000000 Penalty: 940.780945
	Iteration 98Q: 3 clusters Score -1588289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1588287.625000 Penalty: 940.780945
	Iteration 99Q: 3 clusters Score -1588288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1588292.000000 Penalty: 940.780945
	Iteration 100F: 3 clusters Score -1588292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1588297.125000 Penalty: 940.780945
	Iteration 101Q: 3 clusters Score -1588297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1588301.500000 Penalty: 940.780945
	Iteration 102Q: 3 clusters Score -1588302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1588307.125000 Penalty: 940.780945
	Iteration 103Q: 3 clusters Score -1588307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1588312.750000 Penalty: 940.780945
	Iteration 104Q: 3 clusters Score -1588313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1588319.250000 Penalty: 940.780945
	Iteration 105Q: 3 clusters Score -1588319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1588327.625000 Penalty: 940.780945
	Iteration 106Q: 3 clusters Score -1588328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1588336.750000 Penalty: 940.780945
	Iteration 107Q: 3 clusters Score -1588337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1588341.750000 Penalty: 940.780945
	Iteration 108Q: 3 clusters Score -1588342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1588351.500000 Penalty: 940.780945
	Iteration 109Q: 3 clusters Score -1588352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1588354.000000 Penalty: 940.780945
	Iteration 110Q: 3 clusters Score -1588354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1588357.500000 Penalty: 940.780945
	Iteration 111Q: 3 clusters Score -1588358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1588366.375000 Penalty: 940.780945
	Iteration 112Q: 3 clusters Score -1588366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1588378.500000 Penalty: 940.780945
	Iteration 113Q: 3 clusters Score -1588378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1588380.750000 Penalty: 940.780945
	Iteration 114Q: 3 clusters Score -1588381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1588390.625000 Penalty: 940.780945
	Iteration 115Q: 3 clusters Score -1588391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1588397.375000 Penalty: 940.780945
	Iteration 116Q: 3 clusters Score -1588397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1588402.875000 Penalty: 940.780945
	Iteration 117Q: 3 clusters Score -1588403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1588404.375000 Penalty: 940.780945
	Iteration 118Q: 3 clusters Score -1588404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1588408.750000 Penalty: 940.780945
	Iteration 119Q: 3 clusters Score -1588409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1588415.500000 Penalty: 940.780945
	Iteration 120F: 3 clusters Score -1588416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1588415.250000 Penalty: 940.780945
	Iteration 121Q: 3 clusters Score -1588415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1588420.000000 Penalty: 940.780945
	Iteration 122Q: 3 clusters Score -1588420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1588422.625000 Penalty: 940.780945
	Iteration 123Q: 3 clusters Score -1588423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1588430.250000 Penalty: 940.780945
	Iteration 124Q: 3 clusters Score -1588430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1588437.250000 Penalty: 940.780945
	Iteration 125Q: 3 clusters Score -1588437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1588446.625000 Penalty: 940.780945
	Iteration 126Q: 3 clusters Score -1588447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1588450.000000 Penalty: 940.780945
	Iteration 127Q: 3 clusters Score -1588450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1588454.250000 Penalty: 940.780945
	Iteration 128Q: 3 clusters Score -1588454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1588459.500000 Penalty: 940.780945
	Iteration 129Q: 3 clusters Score -1588460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1588457.125000 Penalty: 940.780945
	Iteration 130Q: 3 clusters Score -1588457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1588464.375000 Penalty: 940.780945
	Iteration 131Q: 3 clusters Score -1588464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1588472.125000 Penalty: 940.780945
	Iteration 132Q: 3 clusters Score -1588472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1588476.875000 Penalty: 940.780945
	Iteration 133Q: 3 clusters Score -1588477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1588480.250000 Penalty: 940.780945
	Iteration 134Q: 3 clusters Score -1588480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1588489.000000 Penalty: 940.780945
	Iteration 135Q: 3 clusters Score -1588489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1588490.250000 Penalty: 940.780945
	Iteration 136Q: 3 clusters Score -1588490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1588495.250000 Penalty: 940.780945
	Iteration 137Q: 3 clusters Score -1588495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1588500.000000 Penalty: 940.780945
	Iteration 138Q: 3 clusters Score -1588500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1588501.000000 Penalty: 940.780945
	Iteration 139Q: 3 clusters Score -1588501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1588499.750000 Penalty: 940.780945
	Iteration 140F: 3 clusters Score -1588500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1588504.500000 Penalty: 940.780945
	Iteration 141Q: 3 clusters Score -1588504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1588512.625000 Penalty: 940.780945
	Iteration 142Q: 3 clusters Score -1588513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1588514.500000 Penalty: 940.780945
	Iteration 143Q: 3 clusters Score -1588514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1588521.625000 Penalty: 940.780945
	Iteration 144Q: 3 clusters Score -1588522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1588530.125000 Penalty: 940.780945
	Iteration 145Q: 3 clusters Score -1588530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1588541.000000 Penalty: 940.780945
	Iteration 146Q: 3 clusters Score -1588541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1588542.625000 Penalty: 940.780945
	Iteration 147Q: 3 clusters Score -1588543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1588546.375000 Penalty: 940.780945
	Iteration 148Q: 3 clusters Score -1588546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1588550.625000 Penalty: 940.780945
	Iteration 149Q: 3 clusters Score -1588551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1588550.375000 Penalty: 940.780945
	Iteration 150Q: 3 clusters Score -1588550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1588548.875000 Penalty: 940.780945
	Iteration 151Q: 3 clusters Score -1588549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1588553.375000 Penalty: 940.780945
	Iteration 152Q: 3 clusters Score -1588553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1588557.125000 Penalty: 940.780945
	Iteration 153Q: 3 clusters Score -1588557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1588562.500000 Penalty: 940.780945
	Iteration 154Q: 3 clusters Score -1588562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1588566.250000 Penalty: 940.780945
	Iteration 155Q: 3 clusters Score -1588566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1588573.500000 Penalty: 940.780945
	Iteration 156Q: 3 clusters Score -1588574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1588577.125000 Penalty: 940.780945
	Iteration 157Q: 3 clusters Score -1588577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1588582.000000 Penalty: 940.780945
	Iteration 158Q: 3 clusters Score -1588582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1588585.000000 Penalty: 940.780945
	Iteration 159Q: 3 clusters Score -1588585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1588583.125000 Penalty: 940.780945
	Iteration 160F: 3 clusters Score -1588583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1588587.500000 Penalty: 940.780945
	Iteration 161Q: 3 clusters Score -1588588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1588592.000000 Penalty: 940.780945
	Iteration 162Q: 3 clusters Score -1588592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1588593.125000 Penalty: 940.780945
	Iteration 163Q: 3 clusters Score -1588593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1588599.375000 Penalty: 940.780945
	Iteration 164Q: 3 clusters Score -1588599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1588605.625000 Penalty: 940.780945
	Iteration 165Q: 3 clusters Score -1588606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1588609.750000 Penalty: 940.780945
	Iteration 166Q: 3 clusters Score -1588610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1588612.875000 Penalty: 940.780945
	Iteration 167Q: 3 clusters Score -1588613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1588619.750000 Penalty: 940.780945
	Iteration 168Q: 3 clusters Score -1588620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1588625.250000 Penalty: 940.780945
	Iteration 169Q: 3 clusters Score -1588625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1588631.375000 Penalty: 940.780945
	Iteration 170Q: 3 clusters Score -1588631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1588633.500000 Penalty: 940.780945
	Iteration 171Q: 3 clusters Score -1588634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1588634.375000 Penalty: 940.780945
	Iteration 172Q: 3 clusters Score -1588634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1588635.750000 Penalty: 940.780945
	Iteration 173Q: 3 clusters Score -1588636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1588639.125000 Penalty: 940.780945
	Iteration 174Q: 3 clusters Score -1588639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1588639.500000 Penalty: 940.780945
	Iteration 175Q: 3 clusters Score -1588640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1588639.375000 Penalty: 940.780945
	Iteration 176Q: 3 clusters Score -1588639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1588637.500000 Penalty: 940.780945
	Iteration 177Q: 3 clusters Score -1588638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1588640.625000 Penalty: 940.780945
	Iteration 178Q: 3 clusters Score -1588641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1588640.750000 Penalty: 940.780945
	Iteration 179Q: 3 clusters Score -1588641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1588640.125000 Penalty: 940.780945
	Iteration 180F: 3 clusters Score -1588640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1588641.875000 Penalty: 940.780945
	Iteration 181Q: 3 clusters Score -1588642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1588643.000000 Penalty: 940.780945
	Iteration 182Q: 3 clusters Score -1588643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1588647.875000 Penalty: 940.780945
	Iteration 183Q: 3 clusters Score -1588648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1588646.125000 Penalty: 940.780945
	Iteration 184Q: 3 clusters Score -1588646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1588650.000000 Penalty: 940.780945
	Iteration 185Q: 3 clusters Score -1588650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1588651.875000 Penalty: 940.780945
	Iteration 186Q: 3 clusters Score -1588652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1588654.375000 Penalty: 940.780945
	Iteration 187Q: 3 clusters Score -1588654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1588659.750000 Penalty: 940.780945
	Iteration 188Q: 3 clusters Score -1588660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1588661.000000 Penalty: 940.780945
	Iteration 189Q: 3 clusters Score -1588661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1588661.500000 Penalty: 940.780945
	Iteration 190Q: 3 clusters Score -1588662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1588660.750000 Penalty: 940.780945
	Iteration 191Q: 3 clusters Score -1588661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1588662.000000 Penalty: 940.780945
	Iteration 192Q: 3 clusters Score -1588662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1588661.250000 Penalty: 940.780945
	Iteration 193Q: 3 clusters Score -1588661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1588664.000000 Penalty: 940.780945
	Iteration 194Q: 3 clusters Score -1588664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1588661.875000 Penalty: 940.780945
	Iteration 195Q: 3 clusters Score -1588662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1588663.125000 Penalty: 940.780945
	Iteration 196Q: 3 clusters Score -1588663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1588663.625000 Penalty: 940.780945
	Iteration 197Q: 3 clusters Score -1588664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1588662.750000 Penalty: 940.780945
	Iteration 198Q: 3 clusters Score -1588663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1588662.500000 Penalty: 940.780945
	Iteration 199Q: 3 clusters Score -1588662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1588662.500000 Penalty: 940.780945
	Iteration 200F: 3 clusters Score -1588662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1588664.375000 Penalty: 940.780945
	Iteration 201Q: 3 clusters Score -1588664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1588667.000000 Penalty: 940.780945
	Iteration 202Q: 3 clusters Score -1588667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1588667.125000 Penalty: 940.780945
	Iteration 203Q: 3 clusters Score -1588667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1588666.625000 Penalty: 940.780945
	Iteration 204Q: 3 clusters Score -1588667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1588666.625000 Penalty: 940.780945
	Iteration 205F: 3 clusters Score -1588667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (172060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172060 members 
Entering Unmasked Estep 
Score: -8597633.000000 Penalty: 548.529724
	Iteration 0F: 2 clusters Score -8597633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85838 members 
Mstep: Class 2 contains 86222 members 
Entering Unmasked Estep 
Score: -8480805.000000 Penalty: 1097.059448
	Iteration 0F: 3 clusters Score -8480805 nChanged 84577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -8532823.000000 Penalty: 1097.059448
	Iteration 1F: 3 clusters Score -8532823 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -8536096.000000 Penalty: 1097.059448
	Iteration 2Q: 3 clusters Score -8536096 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 109948 members 
Entering Unmasked Estep 
Score: -8541552.000000 Penalty: 1097.059448
	Iteration 3F: 3 clusters Score -8541552 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 120927 members 
Entering Unmasked Estep 
Score: -8550058.000000 Penalty: 1097.059448
	Iteration 4F: 3 clusters Score -8550058 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 133177 members 
Entering Unmasked Estep 
Score: -8561322.000000 Penalty: 1097.059448
	Iteration 5F: 3 clusters Score -8561322 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 144146 members 
Entering Unmasked Estep 
Score: -8572491.000000 Penalty: 1097.059448
	Iteration 6F: 3 clusters Score -8572491 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 151702 members 
Entering Unmasked Estep 
Score: -8580419.000000 Penalty: 1097.059448
	Iteration 7Q: 3 clusters Score -8580419 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 156250 members 
Entering Unmasked Estep 
Score: -8585025.000000 Penalty: 1097.059448
	Iteration 8Q: 3 clusters Score -8585025 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -8587893.000000 Penalty: 1097.059448
	Iteration 9Q: 3 clusters Score -8587893 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 161594 members 
Entering Unmasked Estep 
Score: -8590030.000000 Penalty: 1097.059448
	Iteration 10Q: 3 clusters Score -8590030 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -8591805.000000 Penalty: 1097.059448
	Iteration 11Q: 3 clusters Score -8591805 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 164859 members 
Entering Unmasked Estep 
Score: -8593213.000000 Penalty: 1097.059448
	Iteration 12Q: 3 clusters Score -8593213 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 165962 members 
Entering Unmasked Estep 
Score: -8594260.000000 Penalty: 1097.059448
	Iteration 13Q: 3 clusters Score -8594260 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -8594971.000000 Penalty: 1097.059448
	Iteration 14Q: 3 clusters Score -8594971 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 167602 members 
Entering Unmasked Estep 
Score: -8595503.000000 Penalty: 1097.059448
	Iteration 15Q: 3 clusters Score -8595503 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 168168 members 
Entering Unmasked Estep 
Score: -8595860.000000 Penalty: 1097.059448
	Iteration 16Q: 3 clusters Score -8595860 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 168644 members 
Entering Unmasked Estep 
Score: -8596123.000000 Penalty: 1097.059448
	Iteration 17Q: 3 clusters Score -8596123 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 169054 members 
Entering Unmasked Estep 
Score: -8596364.000000 Penalty: 1097.059448
	Iteration 18Q: 3 clusters Score -8596364 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -8596525.000000 Penalty: 1097.059448
	Iteration 19Q: 3 clusters Score -8596525 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 169651 members 
Entering Unmasked Estep 
Score: -8596633.000000 Penalty: 1097.059448
	Iteration 20F: 3 clusters Score -8596633 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 169883 members 
Entering Unmasked Estep 
Score: -8596747.000000 Penalty: 1097.059448
	Iteration 21Q: 3 clusters Score -8596747 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 170087 members 
Entering Unmasked Estep 
Score: -8596845.000000 Penalty: 1097.059448
	Iteration 22Q: 3 clusters Score -8596845 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -8596919.000000 Penalty: 1097.059448
	Iteration 23Q: 3 clusters Score -8596919 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 170400 members 
Entering Unmasked Estep 
Score: -8596969.000000 Penalty: 1097.059448
	Iteration 24Q: 3 clusters Score -8596969 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 170522 members 
Entering Unmasked Estep 
Score: -8597030.000000 Penalty: 1097.059448
	Iteration 25Q: 3 clusters Score -8597030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 170627 members 
Entering Unmasked Estep 
Score: -8597079.000000 Penalty: 1097.059448
	Iteration 26Q: 3 clusters Score -8597079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 170710 members 
Entering Unmasked Estep 
Score: -8597094.000000 Penalty: 1097.059448
	Iteration 27Q: 3 clusters Score -8597094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 170772 members 
Entering Unmasked Estep 
Score: -8597096.000000 Penalty: 1097.059448
	Iteration 28Q: 3 clusters Score -8597096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 170821 members 
Entering Unmasked Estep 
Score: -8597121.000000 Penalty: 1097.059448
	Iteration 29Q: 3 clusters Score -8597121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 170856 members 
Entering Unmasked Estep 
Score: -8597120.000000 Penalty: 1097.059448
	Iteration 30Q: 3 clusters Score -8597120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 170890 members 
Entering Unmasked Estep 
Score: -8597126.000000 Penalty: 1097.059448
	Iteration 31Q: 3 clusters Score -8597126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 170927 members 
Entering Unmasked Estep 
Score: -8597136.000000 Penalty: 1097.059448
	Iteration 32Q: 3 clusters Score -8597136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 170972 members 
Entering Unmasked Estep 
Score: -8597147.000000 Penalty: 1097.059448
	Iteration 33Q: 3 clusters Score -8597147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 171004 members 
Entering Unmasked Estep 
Score: -8597154.000000 Penalty: 1097.059448
	Iteration 34Q: 3 clusters Score -8597154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 171031 members 
Entering Unmasked Estep 
Score: -8597152.000000 Penalty: 1097.059448
	Iteration 35Q: 3 clusters Score -8597152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 171055 members 
Entering Unmasked Estep 
Score: -8597166.000000 Penalty: 1097.059448
	Iteration 36Q: 3 clusters Score -8597166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 171074 members 
Entering Unmasked Estep 
Score: -8597168.000000 Penalty: 1097.059448
	Iteration 37Q: 3 clusters Score -8597168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 171089 members 
Entering Unmasked Estep 
Score: -8597170.000000 Penalty: 1097.059448
	Iteration 38Q: 3 clusters Score -8597170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 171102 members 
Entering Unmasked Estep 
Score: -8597174.000000 Penalty: 1097.059448
	Iteration 39Q: 3 clusters Score -8597174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 171116 members 
Entering Unmasked Estep 
Score: -8597177.000000 Penalty: 1097.059448
	Iteration 40F: 3 clusters Score -8597177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 171123 members 
Entering Unmasked Estep 
Score: -8597178.000000 Penalty: 1097.059448
	Iteration 41Q: 3 clusters Score -8597178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 171136 members 
Entering Unmasked Estep 
Score: -8597178.000000 Penalty: 1097.059448
	Iteration 42Q: 3 clusters Score -8597178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 171151 members 
Entering Unmasked Estep 
Score: -8597194.000000 Penalty: 1097.059448
	Iteration 43Q: 3 clusters Score -8597194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 171160 members 
Entering Unmasked Estep 
Score: -8597192.000000 Penalty: 1097.059448
	Iteration 44Q: 3 clusters Score -8597192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 171167 members 
Entering Unmasked Estep 
Score: -8597195.000000 Penalty: 1097.059448
	Iteration 45Q: 3 clusters Score -8597195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 171176 members 
Entering Unmasked Estep 
Score: -8597206.000000 Penalty: 1097.059448
	Iteration 46Q: 3 clusters Score -8597206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 171182 members 
Entering Unmasked Estep 
Score: -8597203.000000 Penalty: 1097.059448
	Iteration 47Q: 3 clusters Score -8597203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 171191 members 
Entering Unmasked Estep 
Score: -8597200.000000 Penalty: 1097.059448
	Iteration 48Q: 3 clusters Score -8597200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 171195 members 
Entering Unmasked Estep 
Score: -8597198.000000 Penalty: 1097.059448
	Iteration 49Q: 3 clusters Score -8597198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 171204 members 
Entering Unmasked Estep 
Score: -8597194.000000 Penalty: 1097.059448
	Iteration 50Q: 3 clusters Score -8597194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 171212 members 
Entering Unmasked Estep 
Score: -8597198.000000 Penalty: 1097.059448
	Iteration 51Q: 3 clusters Score -8597198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -8597201.000000 Penalty: 1097.059448
	Iteration 52Q: 3 clusters Score -8597201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -8597200.000000 Penalty: 1097.059448
	Iteration 53Q: 3 clusters Score -8597200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -8597204.000000 Penalty: 1097.059448
	Iteration 54Q: 3 clusters Score -8597204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -8597193.000000 Penalty: 1097.059448
	Iteration 55Q: 3 clusters Score -8597193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 171220 members 
Entering Unmasked Estep 
Score: -8597195.000000 Penalty: 1097.059448
	Iteration 56Q: 3 clusters Score -8597195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 171220 members 
Entering Unmasked Estep 
Score: -8597199.000000 Penalty: 1097.059448
	Iteration 57Q: 3 clusters Score -8597199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 171220 members 
Entering Unmasked Estep 
Score: -8597199.000000 Penalty: 1097.059448
	Iteration 58F: 3 clusters Score -8597199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -10335.997070 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10336 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 94 members 
Entering Unmasked Estep 
Score: -10053.405273 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -10053.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10126.146484 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -10126.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10138.177734 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -10138.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10141.858398 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -10141.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10144.615234 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -10144.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10149.690430 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -10149.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10154.817383 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -10154.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10154.817383 Penalty: 481.232300
	Iteration 7F: 3 clusters Score -10154.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -4647.546387 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -4647.546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4441.730469 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -4441.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4484.145996 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -4484.146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4504.963379 Penalty: 429.383392
	Iteration 2Q: 3 clusters Score -4504.963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4516.528809 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -4516.529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4517.027344 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -4517.027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4518.362793 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -4518.363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4518.362793 Penalty: 429.383392
	Iteration 6F: 3 clusters Score -4518.363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -90398.359375 Penalty: 341.198578
	Iteration 0F: 2 clusters Score -90398.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -89111.195312 Penalty: 682.397156
	Iteration 0F: 3 clusters Score -89111.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -89718.148438 Penalty: 682.397156
	Iteration 1F: 3 clusters Score -89718.15 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89835.632812 Penalty: 682.397156
	Iteration 2F: 3 clusters Score -89835.63 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89931.906250 Penalty: 682.397156
	Iteration 3F: 3 clusters Score -89931.91 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90000.820312 Penalty: 682.397156
	Iteration 4F: 3 clusters Score -90000.82 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90049.218750 Penalty: 682.397156
	Iteration 5Q: 3 clusters Score -90049.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90087.304688 Penalty: 682.397156
	Iteration 6Q: 3 clusters Score -90087.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90109.500000 Penalty: 682.397156
	Iteration 7Q: 3 clusters Score -90109.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90127.546875 Penalty: 682.397156
	Iteration 8Q: 3 clusters Score -90127.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90138.968750 Penalty: 682.397156
	Iteration 9Q: 3 clusters Score -90138.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90144.960938 Penalty: 682.397156
	Iteration 10Q: 3 clusters Score -90144.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90152.125000 Penalty: 682.397156
	Iteration 11Q: 3 clusters Score -90152.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -90159.406250 Penalty: 682.397156
	Iteration 12Q: 3 clusters Score -90159.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90168.601562 Penalty: 682.397156
	Iteration 13Q: 3 clusters Score -90168.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90178.664062 Penalty: 682.397156
	Iteration 14Q: 3 clusters Score -90178.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90185.632812 Penalty: 682.397156
	Iteration 15Q: 3 clusters Score -90185.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90189.898438 Penalty: 682.397156
	Iteration 16Q: 3 clusters Score -90189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90191.921875 Penalty: 682.397156
	Iteration 17Q: 3 clusters Score -90191.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90192.210938 Penalty: 682.397156
	Iteration 18Q: 3 clusters Score -90192.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90193.273438 Penalty: 682.397156
	Iteration 19Q: 3 clusters Score -90193.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90194.085938 Penalty: 682.397156
	Iteration 20F: 3 clusters Score -90194.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (228484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228484 members 
Entering Unmasked Estep 
Score: -11394935.000000 Penalty: 561.434570
	Iteration 0F: 2 clusters Score -1.139494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114339 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -11250691.000000 Penalty: 1122.869141
	Iteration 0F: 3 clusters Score -1.125069e+07 nChanged 112442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117015 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -11320100.000000 Penalty: 1122.869141
	Iteration 1F: 3 clusters Score -1.13201e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118973 members 
Mstep: Class 2 contains 109511 members 
Entering Unmasked Estep 
Score: -11322091.000000 Penalty: 1122.869141
	Iteration 2Q: 3 clusters Score -1.132209e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121827 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -11325263.000000 Penalty: 1122.869141
	Iteration 3Q: 3 clusters Score -1.132526e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125862 members 
Mstep: Class 2 contains 102622 members 
Entering Unmasked Estep 
Score: -11330729.000000 Penalty: 1122.869141
	Iteration 4Q: 3 clusters Score -1.133073e+07 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130873 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -11339243.000000 Penalty: 1122.869141
	Iteration 5F: 3 clusters Score -1.133924e+07 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136116 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -11350926.000000 Penalty: 1122.869141
	Iteration 6F: 3 clusters Score -1.135093e+07 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140180 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -11362072.000000 Penalty: 1122.869141
	Iteration 7F: 3 clusters Score -1.136207e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143181 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
Score: -11367920.000000 Penalty: 1122.869141
	Iteration 8F: 3 clusters Score -1.136792e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145848 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -11370306.000000 Penalty: 1122.869141
	Iteration 9Q: 3 clusters Score -1.137031e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148480 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -11371901.000000 Penalty: 1122.869141
	Iteration 10Q: 3 clusters Score -1.13719e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151386 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -11373378.000000 Penalty: 1122.869141
	Iteration 11Q: 3 clusters Score -1.137338e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -11375307.000000 Penalty: 1122.869141
	Iteration 12Q: 3 clusters Score -1.137531e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157561 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
Score: -11377578.000000 Penalty: 1122.869141
	Iteration 13Q: 3 clusters Score -1.137758e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160632 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -11379980.000000 Penalty: 1122.869141
	Iteration 14Q: 3 clusters Score -1.137998e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163575 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -11382476.000000 Penalty: 1122.869141
	Iteration 15Q: 3 clusters Score -1.138248e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166249 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -11384964.000000 Penalty: 1122.869141
	Iteration 16Q: 3 clusters Score -1.138496e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168666 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -11387375.000000 Penalty: 1122.869141
	Iteration 17Q: 3 clusters Score -1.138738e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -11389573.000000 Penalty: 1122.869141
	Iteration 18Q: 3 clusters Score -1.138957e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172073 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -11391611.000000 Penalty: 1122.869141
	Iteration 19Q: 3 clusters Score -1.139161e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173042 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -11393430.000000 Penalty: 1122.869141
	Iteration 20F: 3 clusters Score -1.139343e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173650 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -11395223.000000 Penalty: 1122.869141
	Iteration 21Q: 3 clusters Score -1.139522e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173975 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -11396809.000000 Penalty: 1122.869141
	Iteration 22Q: 3 clusters Score -1.139681e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173868 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -11398277.000000 Penalty: 1122.869141
	Iteration 23Q: 3 clusters Score -1.139828e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173585 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -11399562.000000 Penalty: 1122.869141
	Iteration 24Q: 3 clusters Score -1.139956e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173292 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -11400596.000000 Penalty: 1122.869141
	Iteration 25Q: 3 clusters Score -1.14006e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173042 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -11401515.000000 Penalty: 1122.869141
	Iteration 26Q: 3 clusters Score -1.140152e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172839 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -11402097.000000 Penalty: 1122.869141
	Iteration 27Q: 3 clusters Score -1.14021e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172624 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -11402464.000000 Penalty: 1122.869141
	Iteration 28Q: 3 clusters Score -1.140246e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172626 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -11402812.000000 Penalty: 1122.869141
	Iteration 29Q: 3 clusters Score -1.140281e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172726 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -11402964.000000 Penalty: 1122.869141
	Iteration 30Q: 3 clusters Score -1.140296e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172895 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -11403000.000000 Penalty: 1122.869141
	Iteration 31Q: 3 clusters Score -1.1403e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173025 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -11403078.000000 Penalty: 1122.869141
	Iteration 32Q: 3 clusters Score -1.140308e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173259 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -11403075.000000 Penalty: 1122.869141
	Iteration 33Q: 3 clusters Score -1.140308e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173526 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -11403094.000000 Penalty: 1122.869141
	Iteration 34Q: 3 clusters Score -1.140309e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173801 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -11403060.000000 Penalty: 1122.869141
	Iteration 35Q: 3 clusters Score -1.140306e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174004 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -11403025.000000 Penalty: 1122.869141
	Iteration 36Q: 3 clusters Score -1.140302e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174221 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -11402989.000000 Penalty: 1122.869141
	Iteration 37Q: 3 clusters Score -1.140299e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174444 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -11403017.000000 Penalty: 1122.869141
	Iteration 38Q: 3 clusters Score -1.140302e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174687 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -11403015.000000 Penalty: 1122.869141
	Iteration 39Q: 3 clusters Score -1.140302e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174951 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -11403097.000000 Penalty: 1122.869141
	Iteration 40F: 3 clusters Score -1.14031e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175141 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -11403139.000000 Penalty: 1122.869141
	Iteration 41Q: 3 clusters Score -1.140314e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175344 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -11403167.000000 Penalty: 1122.869141
	Iteration 42Q: 3 clusters Score -1.140317e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175567 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -11403168.000000 Penalty: 1122.869141
	Iteration 43Q: 3 clusters Score -1.140317e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175807 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -11403199.000000 Penalty: 1122.869141
	Iteration 44Q: 3 clusters Score -1.14032e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176107 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -11403219.000000 Penalty: 1122.869141
	Iteration 45Q: 3 clusters Score -1.140322e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176401 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -11403209.000000 Penalty: 1122.869141
	Iteration 46Q: 3 clusters Score -1.140321e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176683 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -11403182.000000 Penalty: 1122.869141
	Iteration 47Q: 3 clusters Score -1.140318e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176999 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -11403144.000000 Penalty: 1122.869141
	Iteration 48Q: 3 clusters Score -1.140314e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177183 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -11403159.000000 Penalty: 1122.869141
	Iteration 49Q: 3 clusters Score -1.140316e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177440 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -11403158.000000 Penalty: 1122.869141
	Iteration 50Q: 3 clusters Score -1.140316e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177670 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -11403161.000000 Penalty: 1122.869141
	Iteration 51Q: 3 clusters Score -1.140316e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177973 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -11403161.000000 Penalty: 1122.869141
	Iteration 52Q: 3 clusters Score -1.140316e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178213 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -11403154.000000 Penalty: 1122.869141
	Iteration 53Q: 3 clusters Score -1.140315e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178484 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -11403123.000000 Penalty: 1122.869141
	Iteration 54Q: 3 clusters Score -1.140312e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178645 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -11403103.000000 Penalty: 1122.869141
	Iteration 55Q: 3 clusters Score -1.14031e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178936 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -11403122.000000 Penalty: 1122.869141
	Iteration 56Q: 3 clusters Score -1.140312e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179119 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -11403144.000000 Penalty: 1122.869141
	Iteration 57Q: 3 clusters Score -1.140314e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179317 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -11403141.000000 Penalty: 1122.869141
	Iteration 58Q: 3 clusters Score -1.140314e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179563 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -11403162.000000 Penalty: 1122.869141
	Iteration 59Q: 3 clusters Score -1.140316e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179750 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -11403136.000000 Penalty: 1122.869141
	Iteration 60F: 3 clusters Score -1.140314e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179924 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -11403131.000000 Penalty: 1122.869141
	Iteration 61Q: 3 clusters Score -1.140313e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180084 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -11403180.000000 Penalty: 1122.869141
	Iteration 62Q: 3 clusters Score -1.140318e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180246 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -11403192.000000 Penalty: 1122.869141
	Iteration 63Q: 3 clusters Score -1.140319e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180425 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -11403196.000000 Penalty: 1122.869141
	Iteration 64Q: 3 clusters Score -1.14032e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -11403206.000000 Penalty: 1122.869141
	Iteration 65Q: 3 clusters Score -1.140321e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180806 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -11403218.000000 Penalty: 1122.869141
	Iteration 66Q: 3 clusters Score -1.140322e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180982 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -11403206.000000 Penalty: 1122.869141
	Iteration 67Q: 3 clusters Score -1.140321e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181146 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -11403226.000000 Penalty: 1122.869141
	Iteration 68Q: 3 clusters Score -1.140323e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181261 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -11403240.000000 Penalty: 1122.869141
	Iteration 69Q: 3 clusters Score -1.140324e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181419 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -11403222.000000 Penalty: 1122.869141
	Iteration 70Q: 3 clusters Score -1.140322e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181575 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -11403222.000000 Penalty: 1122.869141
	Iteration 71Q: 3 clusters Score -1.140322e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181718 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -11403210.000000 Penalty: 1122.869141
	Iteration 72Q: 3 clusters Score -1.140321e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181864 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -11403199.000000 Penalty: 1122.869141
	Iteration 73Q: 3 clusters Score -1.14032e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181983 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -11403176.000000 Penalty: 1122.869141
	Iteration 74Q: 3 clusters Score -1.140318e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182045 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -11403202.000000 Penalty: 1122.869141
	Iteration 75Q: 3 clusters Score -1.14032e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182078 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -11403193.000000 Penalty: 1122.869141
	Iteration 76Q: 3 clusters Score -1.140319e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182125 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -11403209.000000 Penalty: 1122.869141
	Iteration 77Q: 3 clusters Score -1.140321e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182164 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -11403208.000000 Penalty: 1122.869141
	Iteration 78Q: 3 clusters Score -1.140321e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182204 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -11403192.000000 Penalty: 1122.869141
	Iteration 79Q: 3 clusters Score -1.140319e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182279 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -11403196.000000 Penalty: 1122.869141
	Iteration 80F: 3 clusters Score -1.14032e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182408 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -11403195.000000 Penalty: 1122.869141
	Iteration 81Q: 3 clusters Score -1.14032e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182526 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -11403207.000000 Penalty: 1122.869141
	Iteration 82Q: 3 clusters Score -1.140321e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182593 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -11403196.000000 Penalty: 1122.869141
	Iteration 83Q: 3 clusters Score -1.14032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182616 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -11403199.000000 Penalty: 1122.869141
	Iteration 84Q: 3 clusters Score -1.14032e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182660 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -11403189.000000 Penalty: 1122.869141
	Iteration 85Q: 3 clusters Score -1.140319e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182696 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -11403201.000000 Penalty: 1122.869141
	Iteration 86Q: 3 clusters Score -1.14032e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182810 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -11403198.000000 Penalty: 1122.869141
	Iteration 87Q: 3 clusters Score -1.14032e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182908 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -11403175.000000 Penalty: 1122.869141
	Iteration 88Q: 3 clusters Score -1.140318e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182990 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -11403215.000000 Penalty: 1122.869141
	Iteration 89Q: 3 clusters Score -1.140322e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183118 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -11403200.000000 Penalty: 1122.869141
	Iteration 90Q: 3 clusters Score -1.14032e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183244 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -11403192.000000 Penalty: 1122.869141
	Iteration 91Q: 3 clusters Score -1.140319e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183293 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -11403207.000000 Penalty: 1122.869141
	Iteration 92Q: 3 clusters Score -1.140321e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183388 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -11403200.000000 Penalty: 1122.869141
	Iteration 93Q: 3 clusters Score -1.14032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183416 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -11403202.000000 Penalty: 1122.869141
	Iteration 94Q: 3 clusters Score -1.14032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183430 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -11403212.000000 Penalty: 1122.869141
	Iteration 95Q: 3 clusters Score -1.140321e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183486 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -11403197.000000 Penalty: 1122.869141
	Iteration 96Q: 3 clusters Score -1.14032e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183605 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -11403203.000000 Penalty: 1122.869141
	Iteration 97Q: 3 clusters Score -1.14032e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183704 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -11403199.000000 Penalty: 1122.869141
	Iteration 98Q: 3 clusters Score -1.14032e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183788 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -11403186.000000 Penalty: 1122.869141
	Iteration 99Q: 3 clusters Score -1.140319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183785 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -11403200.000000 Penalty: 1122.869141
	Iteration 100F: 3 clusters Score -1.14032e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183825 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -11403191.000000 Penalty: 1122.869141
	Iteration 101Q: 3 clusters Score -1.140319e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183887 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -11403183.000000 Penalty: 1122.869141
	Iteration 102Q: 3 clusters Score -1.140318e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183920 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -11403163.000000 Penalty: 1122.869141
	Iteration 103Q: 3 clusters Score -1.140316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183946 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -11403147.000000 Penalty: 1122.869141
	Iteration 104Q: 3 clusters Score -1.140315e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183972 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -11403134.000000 Penalty: 1122.869141
	Iteration 105Q: 3 clusters Score -1.140313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183980 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -11403150.000000 Penalty: 1122.869141
	Iteration 106Q: 3 clusters Score -1.140315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184012 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -11403141.000000 Penalty: 1122.869141
	Iteration 107Q: 3 clusters Score -1.140314e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184079 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -11403123.000000 Penalty: 1122.869141
	Iteration 108Q: 3 clusters Score -1.140312e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184129 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -11403110.000000 Penalty: 1122.869141
	Iteration 109Q: 3 clusters Score -1.140311e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184158 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -11403112.000000 Penalty: 1122.869141
	Iteration 110Q: 3 clusters Score -1.140311e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184202 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -11403103.000000 Penalty: 1122.869141
	Iteration 111Q: 3 clusters Score -1.14031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184219 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -11403112.000000 Penalty: 1122.869141
	Iteration 112Q: 3 clusters Score -1.140311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184237 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -11403119.000000 Penalty: 1122.869141
	Iteration 113Q: 3 clusters Score -1.140312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184247 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -11403132.000000 Penalty: 1122.869141
	Iteration 114Q: 3 clusters Score -1.140313e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184307 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -11403131.000000 Penalty: 1122.869141
	Iteration 115Q: 3 clusters Score -1.140313e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184334 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -11403137.000000 Penalty: 1122.869141
	Iteration 116Q: 3 clusters Score -1.140314e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184378 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -11403146.000000 Penalty: 1122.869141
	Iteration 117Q: 3 clusters Score -1.140315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184374 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -11403139.000000 Penalty: 1122.869141
	Iteration 118Q: 3 clusters Score -1.140314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184363 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -11403142.000000 Penalty: 1122.869141
	Iteration 119Q: 3 clusters Score -1.140314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184350 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -11403135.000000 Penalty: 1122.869141
	Iteration 120F: 3 clusters Score -1.140314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184356 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -11403129.000000 Penalty: 1122.869141
	Iteration 121Q: 3 clusters Score -1.140313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184350 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -11403132.000000 Penalty: 1122.869141
	Iteration 122Q: 3 clusters Score -1.140313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184349 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -11403137.000000 Penalty: 1122.869141
	Iteration 123Q: 3 clusters Score -1.140314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184348 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -11403139.000000 Penalty: 1122.869141
	Iteration 124Q: 3 clusters Score -1.140314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184343 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -11403134.000000 Penalty: 1122.869141
	Iteration 125Q: 3 clusters Score -1.140313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184355 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -11403131.000000 Penalty: 1122.869141
	Iteration 126Q: 3 clusters Score -1.140313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184345 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -11403128.000000 Penalty: 1122.869141
	Iteration 127Q: 3 clusters Score -1.140313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184348 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -11403130.000000 Penalty: 1122.869141
	Iteration 128Q: 3 clusters Score -1.140313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184348 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -11403130.000000 Penalty: 1122.869141
	Iteration 129F: 3 clusters Score -1.140313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 93820 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 28433 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 39079 members 
Mstep: Class 9 contains 32121 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96431 members 
Mstep: Class 14 contains 216724 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12326 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2074 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 145649 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 42092 members 
Mstep: Class 29 contains 4168 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193625 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45395 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37553 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189378 members 
Mstep: Class 43 contains 10948 members 
Mstep: Class 44 contains 5481 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9299 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 942 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 188407 members 
Mstep: Class 65 contains 11989 members 
Mstep: Class 66 contains 42663 members 
Mstep: Class 67 contains 2595 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30892 members 
Mstep: Class 72 contains 172060 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 184348 members 
Mstep: Class 77 contains 44136 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
Score: -90794688.000000 Penalty: 52748.445312
Splitting cluster 76 changes total score from -90788128.000000 to -90794688.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 78 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -8246.074219 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -8246.074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7920.862793 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -7920.863 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7995.160645 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -7995.161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8035.951172 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -8035.951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8043.550781 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -8043.551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8054.837891 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -8054.838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8064.368164 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -8064.368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8072.124023 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -8072.124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8078.208496 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -8078.208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8081.412598 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -8081.413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8084.010742 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -8084.011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8085.270020 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -8085.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8085.270020 Penalty: 506.719360
	Iteration 11F: 3 clusters Score -8085.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -18318.636719 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -18318.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17906.386719 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -17906.39 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18005.800781 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -18005.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18042.214844 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -18042.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18071.349609 Penalty: 536.390686
	Iteration 3F: 3 clusters Score -18071.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18084.933594 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -18084.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18089.105469 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -18089.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18094.861328 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -18094.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18096.888672 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -18096.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18097.593750 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -18097.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18098.376953 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -18098.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18098.376953 Penalty: 536.390686
	Iteration 10F: 3 clusters Score -18098.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -14707.154297 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -14707.15 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 148 members 
Entering Unmasked Estep 
Score: -14354.907227 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14354.91 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14495.398438 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14495.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14551.854492 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -14551.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14587.107422 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -14587.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14594.960938 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -14594.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14597.564453 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -14597.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14598.823242 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -14598.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14598.823242 Penalty: 525.201111
	Iteration 7F: 3 clusters Score -14598.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 93820 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 28433 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 39079 members 
Mstep: Class 9 contains 32121 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96431 members 
Mstep: Class 14 contains 216724 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12326 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2074 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 145649 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 42092 members 
Mstep: Class 29 contains 4168 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193625 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 935 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45395 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37553 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189378 members 
Mstep: Class 43 contains 10948 members 
Mstep: Class 44 contains 5481 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9299 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 942 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 188407 members 
Mstep: Class 65 contains 11989 members 
Mstep: Class 66 contains 42663 members 
Mstep: Class 67 contains 2595 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30892 members 
Mstep: Class 72 contains 172060 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 184348 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795936.000000 Penalty: 52748.445312
Iteration 439Q: 81 clusters Score -9.079594e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 94211 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 28532 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20877 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 38719 members 
Mstep: Class 9 contains 32041 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96516 members 
Mstep: Class 14 contains 216679 members 
Mstep: Class 15 contains 2779 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 12145 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2073 members 
Mstep: Class 23 contains 2324 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 146661 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 42121 members 
Mstep: Class 29 contains 4187 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193748 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 45831 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37548 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189260 members 
Mstep: Class 43 contains 10946 members 
Mstep: Class 44 contains 5472 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9309 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 188294 members 
Mstep: Class 65 contains 11964 members 
Mstep: Class 66 contains 42661 members 
Mstep: Class 67 contains 2585 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30881 members 
Mstep: Class 72 contains 171373 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 184369 members 
Mstep: Class 77 contains 43529 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 51. Lose 463.410980 but Gain 659.355469
Score: -90797400.000000 Penalty: 52089.089844
Iteration 440F: 80 clusters Score -9.07974e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 94287 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 28630 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20872 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 38394 members 
Mstep: Class 9 contains 31877 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96546 members 
Mstep: Class 14 contains 216572 members 
Mstep: Class 15 contains 2762 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 11968 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2078 members 
Mstep: Class 23 contains 2321 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 146552 members 
Mstep: Class 26 contains 4578 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 42094 members 
Mstep: Class 29 contains 4204 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 193920 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5744 members 
Mstep: Class 37 contains 46140 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37539 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189091 members 
Mstep: Class 43 contains 10939 members 
Mstep: Class 44 contains 5466 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9307 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1102 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 188155 members 
Mstep: Class 65 contains 11957 members 
Mstep: Class 66 contains 42474 members 
Mstep: Class 67 contains 2566 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30872 members 
Mstep: Class 72 contains 170814 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 184653 members 
Mstep: Class 77 contains 45503 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799192.000000 Penalty: 52089.089844
Iteration 441Q: 80 clusters Score -9.079919e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 94341 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 28727 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20877 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 38095 members 
Mstep: Class 9 contains 31703 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 96550 members 
Mstep: Class 14 contains 216512 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 1320 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 11785 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2080 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 146379 members 
Mstep: Class 26 contains 4590 members 
Mstep: Class 27 contains 2492 members 
Mstep: Class 28 contains 42069 members 
Mstep: Class 29 contains 4218 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 194165 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1316 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5745 members 
Mstep: Class 37 contains 46373 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188974 members 
Mstep: Class 43 contains 10942 members 
Mstep: Class 44 contains 5453 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9306 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1101 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 188025 members 
Mstep: Class 65 contains 11961 members 
Mstep: Class 66 contains 42256 members 
Mstep: Class 67 contains 2553 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30852 members 
Mstep: Class 72 contains 170251 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 185049 members 
Mstep: Class 77 contains 46452 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799720.000000 Penalty: 52089.089844
Iteration 442Q: 80 clusters Score -9.079972e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 94378 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 28837 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20881 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 37815 members 
Mstep: Class 9 contains 31575 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96551 members 
Mstep: Class 14 contains 216484 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 1320 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 11611 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 146175 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 2493 members 
Mstep: Class 28 contains 42050 members 
Mstep: Class 29 contains 4226 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 194501 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5746 members 
Mstep: Class 37 contains 46541 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188883 members 
Mstep: Class 43 contains 10940 members 
Mstep: Class 44 contains 5446 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9322 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 187891 members 
Mstep: Class 65 contains 11970 members 
Mstep: Class 66 contains 41981 members 
Mstep: Class 67 contains 2541 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30798 members 
Mstep: Class 72 contains 169692 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 185366 members 
Mstep: Class 77 contains 47419 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799976.000000 Penalty: 52089.089844
Iteration 443Q: 80 clusters Score -9.079998e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94402 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 28955 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20880 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 37537 members 
Mstep: Class 9 contains 31482 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96562 members 
Mstep: Class 14 contains 216469 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1320 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 11456 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 2309 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 146011 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 2494 members 
Mstep: Class 28 contains 42036 members 
Mstep: Class 29 contains 4237 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 194712 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 46655 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37534 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188827 members 
Mstep: Class 43 contains 10941 members 
Mstep: Class 44 contains 5442 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9341 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 187735 members 
Mstep: Class 65 contains 11977 members 
Mstep: Class 66 contains 41889 members 
Mstep: Class 67 contains 2538 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30726 members 
Mstep: Class 72 contains 169065 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 185728 members 
Mstep: Class 77 contains 48288 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800336.000000 Penalty: 52089.089844
Iteration 444Q: 80 clusters Score -9.080034e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94415 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 29085 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 37256 members 
Mstep: Class 9 contains 31410 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96559 members 
Mstep: Class 14 contains 216460 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 11295 members 
Mstep: Class 19 contains 1644 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2086 members 
Mstep: Class 23 contains 2303 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 146094 members 
Mstep: Class 26 contains 4614 members 
Mstep: Class 27 contains 2491 members 
Mstep: Class 28 contains 42037 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 194893 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5750 members 
Mstep: Class 37 contains 46771 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37534 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188790 members 
Mstep: Class 43 contains 10943 members 
Mstep: Class 44 contains 5435 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9368 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 187584 members 
Mstep: Class 65 contains 11987 members 
Mstep: Class 66 contains 41863 members 
Mstep: Class 67 contains 2532 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30648 members 
Mstep: Class 72 contains 168232 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 186139 members 
Mstep: Class 77 contains 48975 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800344.000000 Penalty: 52089.089844
Iteration 445Q: 80 clusters Score -9.080034e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94417 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 29208 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20882 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 36941 members 
Mstep: Class 9 contains 31352 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96570 members 
Mstep: Class 14 contains 216453 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 11127 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2092 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 146290 members 
Mstep: Class 26 contains 4616 members 
Mstep: Class 27 contains 2486 members 
Mstep: Class 28 contains 42035 members 
Mstep: Class 29 contains 4261 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 195049 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 1310 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5751 members 
Mstep: Class 37 contains 46864 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37532 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188763 members 
Mstep: Class 43 contains 10944 members 
Mstep: Class 44 contains 5438 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9397 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 187442 members 
Mstep: Class 65 contains 11996 members 
Mstep: Class 66 contains 41828 members 
Mstep: Class 67 contains 2531 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30574 members 
Mstep: Class 72 contains 167363 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 186596 members 
Mstep: Class 77 contains 49580 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800592.000000 Penalty: 52089.089844
Iteration 446Q: 80 clusters Score -9.080059e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94433 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 29307 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20882 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 36667 members 
Mstep: Class 9 contains 31297 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96582 members 
Mstep: Class 14 contains 216435 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 10941 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2095 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 146442 members 
Mstep: Class 26 contains 4618 members 
Mstep: Class 27 contains 2475 members 
Mstep: Class 28 contains 42044 members 
Mstep: Class 29 contains 4277 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 195250 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5751 members 
Mstep: Class 37 contains 46935 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37531 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188755 members 
Mstep: Class 43 contains 10944 members 
Mstep: Class 44 contains 5443 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9425 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 187320 members 
Mstep: Class 65 contains 12012 members 
Mstep: Class 66 contains 41613 members 
Mstep: Class 67 contains 2527 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30526 members 
Mstep: Class 72 contains 166517 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 186984 members 
Mstep: Class 77 contains 50356 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801104.000000 Penalty: 52089.089844
Iteration 447Q: 80 clusters Score -9.08011e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94446 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20880 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 36367 members 
Mstep: Class 9 contains 31246 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96595 members 
Mstep: Class 14 contains 216418 members 
Mstep: Class 15 contains 2719 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 10788 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2096 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 146704 members 
Mstep: Class 26 contains 4619 members 
Mstep: Class 27 contains 2466 members 
Mstep: Class 28 contains 42047 members 
Mstep: Class 29 contains 4297 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 195403 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1312 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5751 members 
Mstep: Class 37 contains 47019 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37533 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188721 members 
Mstep: Class 43 contains 10942 members 
Mstep: Class 44 contains 5446 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9454 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 187194 members 
Mstep: Class 65 contains 12028 members 
Mstep: Class 66 contains 41444 members 
Mstep: Class 67 contains 2526 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30498 members 
Mstep: Class 72 contains 165608 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 187378 members 
Mstep: Class 77 contains 51073 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801304.000000 Penalty: 52089.089844
Iteration 448Q: 80 clusters Score -9.08013e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94468 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 29511 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20881 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 36110 members 
Mstep: Class 9 contains 31178 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96619 members 
Mstep: Class 14 contains 216402 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2101 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 147079 members 
Mstep: Class 26 contains 4624 members 
Mstep: Class 27 contains 2461 members 
Mstep: Class 28 contains 42051 members 
Mstep: Class 29 contains 4308 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 195690 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5752 members 
Mstep: Class 37 contains 47089 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37532 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188726 members 
Mstep: Class 43 contains 10938 members 
Mstep: Class 44 contains 5438 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9486 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 187106 members 
Mstep: Class 65 contains 12044 members 
Mstep: Class 66 contains 41091 members 
Mstep: Class 67 contains 2517 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30413 members 
Mstep: Class 72 contains 164706 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 187699 members 
Mstep: Class 77 contains 51764 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801472.000000 Penalty: 52089.089844
Iteration 449Q: 80 clusters Score -9.080147e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94494 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 29615 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20880 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 35822 members 
Mstep: Class 9 contains 31103 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96646 members 
Mstep: Class 14 contains 216381 members 
Mstep: Class 15 contains 2716 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 10437 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 147511 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 2458 members 
Mstep: Class 28 contains 42047 members 
Mstep: Class 29 contains 4318 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 195930 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1312 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5752 members 
Mstep: Class 37 contains 47179 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37527 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188690 members 
Mstep: Class 43 contains 10937 members 
Mstep: Class 44 contains 5437 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9521 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186994 members 
Mstep: Class 65 contains 12061 members 
Mstep: Class 66 contains 40753 members 
Mstep: Class 67 contains 2510 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30338 members 
Mstep: Class 72 contains 163809 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 188113 members 
Mstep: Class 77 contains 52412 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801600.000000 Penalty: 52089.089844
Iteration 450Q: 80 clusters Score -9.08016e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94514 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 29708 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 35572 members 
Mstep: Class 9 contains 31021 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1731 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96679 members 
Mstep: Class 14 contains 216358 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2102 members 
Mstep: Class 23 contains 2275 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 148081 members 
Mstep: Class 26 contains 4633 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 42041 members 
Mstep: Class 29 contains 4330 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 196099 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5752 members 
Mstep: Class 37 contains 47280 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37526 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188671 members 
Mstep: Class 43 contains 10939 members 
Mstep: Class 44 contains 5431 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9543 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1100 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186874 members 
Mstep: Class 65 contains 12085 members 
Mstep: Class 66 contains 40401 members 
Mstep: Class 67 contains 2504 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30308 members 
Mstep: Class 72 contains 162842 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 188342 members 
Mstep: Class 77 contains 53155 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801592.000000 Penalty: 52089.089844
Iteration 451Q: 80 clusters Score -9.080159e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94523 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 29813 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20878 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 35323 members 
Mstep: Class 9 contains 30949 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 96706 members 
Mstep: Class 14 contains 216328 members 
Mstep: Class 15 contains 2730 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 10114 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 2273 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 148800 members 
Mstep: Class 26 contains 4645 members 
Mstep: Class 27 contains 2452 members 
Mstep: Class 28 contains 42047 members 
Mstep: Class 29 contains 4346 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 196306 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5752 members 
Mstep: Class 37 contains 47349 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37522 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188669 members 
Mstep: Class 43 contains 10937 members 
Mstep: Class 44 contains 5425 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9579 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1099 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186751 members 
Mstep: Class 65 contains 12106 members 
Mstep: Class 66 contains 39992 members 
Mstep: Class 67 contains 2500 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30261 members 
Mstep: Class 72 contains 161810 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 188633 members 
Mstep: Class 77 contains 53777 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801632.000000 Penalty: 52089.089844
Iteration 452Q: 80 clusters Score -9.080163e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94524 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 29912 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20874 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 35047 members 
Mstep: Class 9 contains 30883 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 96723 members 
Mstep: Class 14 contains 216297 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 789 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2105 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 149525 members 
Mstep: Class 26 contains 4650 members 
Mstep: Class 27 contains 2450 members 
Mstep: Class 28 contains 42043 members 
Mstep: Class 29 contains 4361 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 196431 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5753 members 
Mstep: Class 37 contains 47415 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37518 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188688 members 
Mstep: Class 43 contains 10938 members 
Mstep: Class 44 contains 5419 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9624 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1098 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186648 members 
Mstep: Class 65 contains 12116 members 
Mstep: Class 66 contains 39705 members 
Mstep: Class 67 contains 2499 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30225 members 
Mstep: Class 72 contains 160686 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 189018 members 
Mstep: Class 77 contains 54377 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801168.000000 Penalty: 52089.089844
Iteration 453Q: 80 clusters Score -9.080117e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 30033 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20871 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 34762 members 
Mstep: Class 9 contains 30818 members 
Mstep: Class 10 contains 7220 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 96749 members 
Mstep: Class 14 contains 216275 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 9778 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 789 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2102 members 
Mstep: Class 23 contains 2275 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 150294 members 
Mstep: Class 26 contains 4654 members 
Mstep: Class 27 contains 2451 members 
Mstep: Class 28 contains 42029 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 196521 members 
Mstep: Class 32 contains 1418 members 
Mstep: Class 33 contains 1310 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47444 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37514 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188760 members 
Mstep: Class 43 contains 10948 members 
Mstep: Class 44 contains 5412 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9665 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1097 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186519 members 
Mstep: Class 65 contains 12122 members 
Mstep: Class 66 contains 39337 members 
Mstep: Class 67 contains 2494 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30219 members 
Mstep: Class 72 contains 159491 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 189326 members 
Mstep: Class 77 contains 55145 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801080.000000 Penalty: 52089.089844
Iteration 454Q: 80 clusters Score -9.080108e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94551 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 30152 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20866 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 34448 members 
Mstep: Class 9 contains 30744 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 96771 members 
Mstep: Class 14 contains 216242 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 9601 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 789 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2100 members 
Mstep: Class 23 contains 2276 members 
Mstep: Class 24 contains 1320 members 
Mstep: Class 25 contains 150975 members 
Mstep: Class 26 contains 4654 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 42022 members 
Mstep: Class 29 contains 4378 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 196566 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 1307 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47458 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37511 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188840 members 
Mstep: Class 43 contains 10959 members 
Mstep: Class 44 contains 5402 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9708 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186398 members 
Mstep: Class 65 contains 12120 members 
Mstep: Class 66 contains 39081 members 
Mstep: Class 67 contains 2492 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30213 members 
Mstep: Class 72 contains 158314 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 189667 members 
Mstep: Class 77 contains 55964 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801104.000000 Penalty: 52089.089844
Iteration 455Q: 80 clusters Score -9.08011e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94553 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 30250 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 34154 members 
Mstep: Class 9 contains 30682 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 96773 members 
Mstep: Class 14 contains 216224 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 9439 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 789 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2100 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1319 members 
Mstep: Class 25 contains 151692 members 
Mstep: Class 26 contains 4655 members 
Mstep: Class 27 contains 2451 members 
Mstep: Class 28 contains 42021 members 
Mstep: Class 29 contains 4384 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 196706 members 
Mstep: Class 32 contains 1415 members 
Mstep: Class 33 contains 1308 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47486 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37515 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188888 members 
Mstep: Class 43 contains 10962 members 
Mstep: Class 44 contains 5398 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9746 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186308 members 
Mstep: Class 65 contains 12120 members 
Mstep: Class 66 contains 38689 members 
Mstep: Class 67 contains 2492 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30186 members 
Mstep: Class 72 contains 157160 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190073 members 
Mstep: Class 77 contains 56676 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801168.000000 Penalty: 52089.089844
Iteration 456Q: 80 clusters Score -9.080117e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94538 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 30338 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20857 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 33849 members 
Mstep: Class 9 contains 30626 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 96772 members 
Mstep: Class 14 contains 216221 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 9304 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2100 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 152392 members 
Mstep: Class 26 contains 4653 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 42028 members 
Mstep: Class 29 contains 4396 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 196840 members 
Mstep: Class 32 contains 1415 members 
Mstep: Class 33 contains 1307 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47488 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37518 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188946 members 
Mstep: Class 43 contains 10974 members 
Mstep: Class 44 contains 5391 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9783 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186214 members 
Mstep: Class 65 contains 12123 members 
Mstep: Class 66 contains 38378 members 
Mstep: Class 67 contains 2488 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30155 members 
Mstep: Class 72 contains 155889 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190367 members 
Mstep: Class 77 contains 57563 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801280.000000 Penalty: 52089.089844
Iteration 457Q: 80 clusters Score -9.080128e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94540 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 30417 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20859 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 33528 members 
Mstep: Class 9 contains 30572 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96757 members 
Mstep: Class 14 contains 216234 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 9177 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2100 members 
Mstep: Class 23 contains 2279 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 153085 members 
Mstep: Class 26 contains 4659 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 42028 members 
Mstep: Class 29 contains 4406 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 197016 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1308 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47496 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37520 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 188999 members 
Mstep: Class 43 contains 10982 members 
Mstep: Class 44 contains 5384 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9818 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186172 members 
Mstep: Class 65 contains 12133 members 
Mstep: Class 66 contains 38004 members 
Mstep: Class 67 contains 2490 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30083 members 
Mstep: Class 72 contains 154657 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190713 members 
Mstep: Class 77 contains 58357 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801184.000000 Penalty: 52089.089844
Iteration 458Q: 80 clusters Score -9.080118e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94526 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 30497 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20862 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 33239 members 
Mstep: Class 9 contains 30523 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 96728 members 
Mstep: Class 14 contains 216241 members 
Mstep: Class 15 contains 2746 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2096 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 153735 members 
Mstep: Class 26 contains 4663 members 
Mstep: Class 27 contains 2450 members 
Mstep: Class 28 contains 42030 members 
Mstep: Class 29 contains 4416 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 197189 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1306 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47516 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37526 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189051 members 
Mstep: Class 43 contains 10985 members 
Mstep: Class 44 contains 5386 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9859 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186120 members 
Mstep: Class 65 contains 12141 members 
Mstep: Class 66 contains 37652 members 
Mstep: Class 67 contains 2486 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 30003 members 
Mstep: Class 72 contains 153403 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190950 members 
Mstep: Class 77 contains 59333 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801008.000000 Penalty: 52089.089844
Iteration 459Q: 80 clusters Score -9.080101e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94514 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 30585 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20859 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 32917 members 
Mstep: Class 9 contains 30471 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 2312 members 
Mstep: Class 13 contains 96698 members 
Mstep: Class 14 contains 216241 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8899 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2086 members 
Mstep: Class 23 contains 2279 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 154478 members 
Mstep: Class 26 contains 4666 members 
Mstep: Class 27 contains 2454 members 
Mstep: Class 28 contains 42041 members 
Mstep: Class 29 contains 4425 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 197365 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1303 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47544 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37526 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189129 members 
Mstep: Class 43 contains 10988 members 
Mstep: Class 44 contains 5385 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9892 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186052 members 
Mstep: Class 65 contains 12151 members 
Mstep: Class 66 contains 37232 members 
Mstep: Class 67 contains 2484 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 29943 members 
Mstep: Class 72 contains 152214 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191235 members 
Mstep: Class 77 contains 60171 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800800.000000 Penalty: 52089.089844
Iteration 460F: 80 clusters Score -9.08008e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94511 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20857 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 32669 members 
Mstep: Class 9 contains 30428 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 96683 members 
Mstep: Class 14 contains 216251 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8778 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2079 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 155068 members 
Mstep: Class 26 contains 4673 members 
Mstep: Class 27 contains 2459 members 
Mstep: Class 28 contains 42046 members 
Mstep: Class 29 contains 4439 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 197541 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1304 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47543 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37532 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189192 members 
Mstep: Class 43 contains 10989 members 
Mstep: Class 44 contains 5383 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9924 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 185986 members 
Mstep: Class 65 contains 12170 members 
Mstep: Class 66 contains 36760 members 
Mstep: Class 67 contains 2481 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 29887 members 
Mstep: Class 72 contains 151076 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191364 members 
Mstep: Class 77 contains 61209 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800688.000000 Penalty: 52089.089844
Iteration 461Q: 80 clusters Score -9.080069e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94514 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20857 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 32458 members 
Mstep: Class 9 contains 30399 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 96675 members 
Mstep: Class 14 contains 216254 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8688 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2078 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 155593 members 
Mstep: Class 26 contains 4675 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 42054 members 
Mstep: Class 29 contains 4447 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 197601 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 1305 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47543 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37535 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189282 members 
Mstep: Class 43 contains 10988 members 
Mstep: Class 44 contains 5381 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9952 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 185926 members 
Mstep: Class 65 contains 12172 members 
Mstep: Class 66 contains 36504 members 
Mstep: Class 67 contains 2479 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 29821 members 
Mstep: Class 72 contains 149876 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191502 members 
Mstep: Class 77 contains 62166 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800928.000000 Penalty: 52089.089844
Iteration 462Q: 80 clusters Score -9.080093e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94506 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 30869 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20856 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 32207 members 
Mstep: Class 9 contains 30362 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 96645 members 
Mstep: Class 14 contains 216265 members 
Mstep: Class 15 contains 2734 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8623 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2074 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 156338 members 
Mstep: Class 26 contains 4673 members 
Mstep: Class 27 contains 2467 members 
Mstep: Class 28 contains 42058 members 
Mstep: Class 29 contains 4455 members 
Mstep: Class 30 contains 239 members 
Mstep: Class 31 contains 197767 members 
Mstep: Class 32 contains 1414 members 
Mstep: Class 33 contains 1303 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47533 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37534 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189386 members 
Mstep: Class 43 contains 10981 members 
Mstep: Class 44 contains 5380 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 9989 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 185872 members 
Mstep: Class 65 contains 12180 members 
Mstep: Class 66 contains 36017 members 
Mstep: Class 67 contains 2478 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 29756 members 
Mstep: Class 72 contains 148778 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191708 members 
Mstep: Class 77 contains 62905 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801056.000000 Penalty: 52089.089844
Iteration 463Q: 80 clusters Score -9.080106e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94502 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 30956 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20854 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31899 members 
Mstep: Class 9 contains 30322 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 96623 members 
Mstep: Class 14 contains 216265 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8559 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 2268 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 156906 members 
Mstep: Class 26 contains 4669 members 
Mstep: Class 27 contains 2474 members 
Mstep: Class 28 contains 42059 members 
Mstep: Class 29 contains 4468 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 198019 members 
Mstep: Class 32 contains 1412 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47497 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37539 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189552 members 
Mstep: Class 43 contains 10977 members 
Mstep: Class 44 contains 5380 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10023 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 185840 members 
Mstep: Class 65 contains 12177 members 
Mstep: Class 66 contains 35445 members 
Mstep: Class 67 contains 2479 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 29647 members 
Mstep: Class 72 contains 147685 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191862 members 
Mstep: Class 77 contains 63916 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801232.000000 Penalty: 52089.089844
Iteration 464Q: 80 clusters Score -9.080123e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 94489 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 31034 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20855 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31546 members 
Mstep: Class 9 contains 30273 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 12 contains 2317 members 
Mstep: Class 13 contains 96599 members 
Mstep: Class 14 contains 216267 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8503 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2059 members 
Mstep: Class 23 contains 2267 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 157555 members 
Mstep: Class 26 contains 4664 members 
Mstep: Class 27 contains 2481 members 
Mstep: Class 28 contains 42066 members 
Mstep: Class 29 contains 4482 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 198216 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 1299 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47453 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37545 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189749 members 
Mstep: Class 43 contains 10973 members 
Mstep: Class 44 contains 5373 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10056 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 185835 members 
Mstep: Class 65 contains 12177 members 
Mstep: Class 66 contains 35004 members 
Mstep: Class 67 contains 2478 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 29544 members 
Mstep: Class 72 contains 146474 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192024 members 
Mstep: Class 77 contains 64886 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801392.000000 Penalty: 52089.089844
Iteration 465Q: 80 clusters Score -9.080139e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 94464 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 31101 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20856 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31218 members 
Mstep: Class 9 contains 30228 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 2318 members 
Mstep: Class 13 contains 96564 members 
Mstep: Class 14 contains 216273 members 
Mstep: Class 15 contains 2739 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8460 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2050 members 
Mstep: Class 23 contains 2267 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 158172 members 
Mstep: Class 26 contains 4669 members 
Mstep: Class 27 contains 2492 members 
Mstep: Class 28 contains 42061 members 
Mstep: Class 29 contains 4492 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 198392 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 1299 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47391 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37548 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 189912 members 
Mstep: Class 43 contains 10972 members 
Mstep: Class 44 contains 5369 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10094 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 185849 members 
Mstep: Class 65 contains 12174 members 
Mstep: Class 66 contains 34584 members 
Mstep: Class 67 contains 2477 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 29449 members 
Mstep: Class 72 contains 145280 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192096 members 
Mstep: Class 77 contains 65975 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801440.000000 Penalty: 52089.089844
Iteration 466Q: 80 clusters Score -9.080144e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 94443 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 31159 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20853 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 30952 members 
Mstep: Class 9 contains 30200 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 2318 members 
Mstep: Class 13 contains 96549 members 
Mstep: Class 14 contains 216268 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8401 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2045 members 
Mstep: Class 23 contains 2268 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 158816 members 
Mstep: Class 26 contains 4678 members 
Mstep: Class 27 contains 2499 members 
Mstep: Class 28 contains 42065 members 
Mstep: Class 29 contains 4503 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 198577 members 
Mstep: Class 32 contains 1406 members 
Mstep: Class 33 contains 1299 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47342 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37551 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 190026 members 
Mstep: Class 43 contains 10975 members 
Mstep: Class 44 contains 5358 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10131 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 185858 members 
Mstep: Class 65 contains 12182 members 
Mstep: Class 66 contains 34066 members 
Mstep: Class 67 contains 2477 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 29383 members 
Mstep: Class 72 contains 144134 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192150 members 
Mstep: Class 77 contains 67023 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801664.000000 Penalty: 52089.089844
Iteration 467Q: 80 clusters Score -9.080166e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 94427 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 31214 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20854 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 30571 members 
Mstep: Class 9 contains 30161 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 12 contains 2318 members 
Mstep: Class 13 contains 96535 members 
Mstep: Class 14 contains 216264 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8344 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 2268 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 159526 members 
Mstep: Class 26 contains 4683 members 
Mstep: Class 27 contains 2504 members 
Mstep: Class 28 contains 42065 members 
Mstep: Class 29 contains 4514 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 198732 members 
Mstep: Class 32 contains 1403 members 
Mstep: Class 33 contains 1297 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47292 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37552 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 190205 members 
Mstep: Class 43 contains 10974 members 
Mstep: Class 44 contains 5346 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10172 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 185894 members 
Mstep: Class 65 contains 12204 members 
Mstep: Class 66 contains 33597 members 
Mstep: Class 67 contains 2477 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 29300 members 
Mstep: Class 72 contains 142915 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192224 members 
Mstep: Class 77 contains 68088 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801736.000000 Penalty: 52089.089844
Iteration 468Q: 80 clusters Score -9.080174e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 94417 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 31264 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20847 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 30256 members 
Mstep: Class 9 contains 30094 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1729 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 96538 members 
Mstep: Class 14 contains 216259 members 
Mstep: Class 15 contains 2736 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8284 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 2268 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 160164 members 
Mstep: Class 26 contains 4692 members 
Mstep: Class 27 contains 2510 members 
Mstep: Class 28 contains 42063 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 198807 members 
Mstep: Class 32 contains 1397 members 
Mstep: Class 33 contains 1297 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47240 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37552 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 190368 members 
Mstep: Class 43 contains 10973 members 
Mstep: Class 44 contains 5334 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10205 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 185933 members 
Mstep: Class 65 contains 12218 members 
Mstep: Class 66 contains 33293 members 
Mstep: Class 67 contains 2477 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 29214 members 
Mstep: Class 72 contains 141608 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192251 members 
Mstep: Class 77 contains 69257 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801744.000000 Penalty: 52089.089844
Iteration 469Q: 80 clusters Score -9.080174e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 94418 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 31320 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 29965 members 
Mstep: Class 9 contains 30050 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1726 members 
Mstep: Class 12 contains 2322 members 
Mstep: Class 13 contains 96537 members 
Mstep: Class 14 contains 216279 members 
Mstep: Class 15 contains 2738 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8227 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2034 members 
Mstep: Class 23 contains 2268 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 160703 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 42057 members 
Mstep: Class 29 contains 4541 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 198867 members 
Mstep: Class 32 contains 1390 members 
Mstep: Class 33 contains 1299 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47181 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37554 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 190549 members 
Mstep: Class 43 contains 10973 members 
Mstep: Class 44 contains 5326 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10242 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1096 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 185972 members 
Mstep: Class 65 contains 12218 members 
Mstep: Class 66 contains 33104 members 
Mstep: Class 67 contains 2469 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 29106 members 
Mstep: Class 72 contains 140209 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192206 members 
Mstep: Class 77 contains 70520 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801744.000000 Penalty: 52089.089844
Iteration 470Q: 80 clusters Score -9.080174e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 94403 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 31378 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20836 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 29652 members 
Mstep: Class 9 contains 30022 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1726 members 
Mstep: Class 12 contains 2326 members 
Mstep: Class 13 contains 96527 members 
Mstep: Class 14 contains 216289 members 
Mstep: Class 15 contains 2742 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8176 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 2268 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 161056 members 
Mstep: Class 26 contains 4704 members 
Mstep: Class 27 contains 2533 members 
Mstep: Class 28 contains 42051 members 
Mstep: Class 29 contains 4553 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 198972 members 
Mstep: Class 32 contains 1390 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47112 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37556 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 190749 members 
Mstep: Class 43 contains 10975 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10264 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186030 members 
Mstep: Class 65 contains 12226 members 
Mstep: Class 66 contains 32821 members 
Mstep: Class 67 contains 2470 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28990 members 
Mstep: Class 72 contains 139044 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192153 members 
Mstep: Class 77 contains 71798 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801872.000000 Penalty: 52089.089844
Iteration 471Q: 80 clusters Score -9.080187e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 94402 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 31442 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20830 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 29401 members 
Mstep: Class 9 contains 30000 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 2330 members 
Mstep: Class 13 contains 96537 members 
Mstep: Class 14 contains 216290 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 2267 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 161415 members 
Mstep: Class 26 contains 4711 members 
Mstep: Class 27 contains 2539 members 
Mstep: Class 28 contains 42047 members 
Mstep: Class 29 contains 4561 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199064 members 
Mstep: Class 32 contains 1386 members 
Mstep: Class 33 contains 1303 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47053 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37556 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 190881 members 
Mstep: Class 43 contains 10976 members 
Mstep: Class 44 contains 5291 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10297 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186055 members 
Mstep: Class 65 contains 12238 members 
Mstep: Class 66 contains 32460 members 
Mstep: Class 67 contains 2467 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28896 members 
Mstep: Class 72 contains 137937 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192176 members 
Mstep: Class 77 contains 72995 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801712.000000 Penalty: 52089.089844
Iteration 472Q: 80 clusters Score -9.080171e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94394 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 31501 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20832 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 29083 members 
Mstep: Class 9 contains 29996 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1718 members 
Mstep: Class 12 contains 2331 members 
Mstep: Class 13 contains 96542 members 
Mstep: Class 14 contains 216307 members 
Mstep: Class 15 contains 2740 members 
Mstep: Class 16 contains 1323 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 2267 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 161867 members 
Mstep: Class 26 contains 4721 members 
Mstep: Class 27 contains 2545 members 
Mstep: Class 28 contains 42044 members 
Mstep: Class 29 contains 4570 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199099 members 
Mstep: Class 32 contains 1385 members 
Mstep: Class 33 contains 1302 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5754 members 
Mstep: Class 37 contains 47005 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37555 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191039 members 
Mstep: Class 43 contains 10979 members 
Mstep: Class 44 contains 5278 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10329 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186061 members 
Mstep: Class 65 contains 12248 members 
Mstep: Class 66 contains 32101 members 
Mstep: Class 67 contains 2463 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28834 members 
Mstep: Class 72 contains 136871 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192201 members 
Mstep: Class 77 contains 74115 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802056.000000 Penalty: 52089.089844
Iteration 473Q: 80 clusters Score -9.080206e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94386 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 31576 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20835 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 28829 members 
Mstep: Class 9 contains 29977 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 96534 members 
Mstep: Class 14 contains 216314 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8040 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1982 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 2267 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 162238 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 2555 members 
Mstep: Class 28 contains 42037 members 
Mstep: Class 29 contains 4576 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199184 members 
Mstep: Class 32 contains 1385 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5755 members 
Mstep: Class 37 contains 46972 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37555 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191137 members 
Mstep: Class 43 contains 10979 members 
Mstep: Class 44 contains 5260 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10355 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186076 members 
Mstep: Class 65 contains 12253 members 
Mstep: Class 66 contains 31748 members 
Mstep: Class 67 contains 2463 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28737 members 
Mstep: Class 72 contains 135906 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192187 members 
Mstep: Class 77 contains 75220 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802072.000000 Penalty: 52089.089844
Iteration 474Q: 80 clusters Score -9.080207e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94382 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 31645 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20841 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 28594 members 
Mstep: Class 9 contains 29969 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 96531 members 
Mstep: Class 14 contains 216322 members 
Mstep: Class 15 contains 2742 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1981 members 
Mstep: Class 22 contains 2034 members 
Mstep: Class 23 contains 2266 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 162614 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 2560 members 
Mstep: Class 28 contains 42025 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199302 members 
Mstep: Class 32 contains 1385 members 
Mstep: Class 33 contains 1304 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5757 members 
Mstep: Class 37 contains 46931 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37556 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191244 members 
Mstep: Class 43 contains 10978 members 
Mstep: Class 44 contains 5249 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10387 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186097 members 
Mstep: Class 65 contains 12259 members 
Mstep: Class 66 contains 31221 members 
Mstep: Class 67 contains 2460 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28655 members 
Mstep: Class 72 contains 135011 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192105 members 
Mstep: Class 77 contains 76405 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802120.000000 Penalty: 52089.089844
Iteration 475Q: 80 clusters Score -9.080212e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94377 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 31714 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20845 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 28459 members 
Mstep: Class 9 contains 29953 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 2336 members 
Mstep: Class 13 contains 96515 members 
Mstep: Class 14 contains 216321 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7978 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1978 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 2265 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 163097 members 
Mstep: Class 26 contains 4724 members 
Mstep: Class 27 contains 2566 members 
Mstep: Class 28 contains 42026 members 
Mstep: Class 29 contains 4585 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199297 members 
Mstep: Class 32 contains 1385 members 
Mstep: Class 33 contains 1302 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5759 members 
Mstep: Class 37 contains 46904 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37556 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191281 members 
Mstep: Class 43 contains 10983 members 
Mstep: Class 44 contains 5241 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10410 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186129 members 
Mstep: Class 65 contains 12273 members 
Mstep: Class 66 contains 30874 members 
Mstep: Class 67 contains 2455 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28561 members 
Mstep: Class 72 contains 134065 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 192031 members 
Mstep: Class 77 contains 77444 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802120.000000 Penalty: 52089.089844
Iteration 476Q: 80 clusters Score -9.080212e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94362 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 31796 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20847 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 28356 members 
Mstep: Class 9 contains 29927 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 2338 members 
Mstep: Class 13 contains 96487 members 
Mstep: Class 14 contains 216342 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7957 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1975 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 163535 members 
Mstep: Class 26 contains 4717 members 
Mstep: Class 27 contains 2571 members 
Mstep: Class 28 contains 42031 members 
Mstep: Class 29 contains 4588 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199368 members 
Mstep: Class 32 contains 1385 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5762 members 
Mstep: Class 37 contains 46890 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37559 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191290 members 
Mstep: Class 43 contains 10984 members 
Mstep: Class 44 contains 5232 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10435 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186142 members 
Mstep: Class 65 contains 12284 members 
Mstep: Class 66 contains 30391 members 
Mstep: Class 67 contains 2453 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28471 members 
Mstep: Class 72 contains 133268 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191931 members 
Mstep: Class 77 contains 78456 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802048.000000 Penalty: 52089.089844
Iteration 477Q: 80 clusters Score -9.080205e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94346 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 31882 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20847 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 28193 members 
Mstep: Class 9 contains 29931 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 96469 members 
Mstep: Class 14 contains 216357 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7939 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 163914 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 2574 members 
Mstep: Class 28 contains 42040 members 
Mstep: Class 29 contains 4590 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199378 members 
Mstep: Class 32 contains 1384 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5765 members 
Mstep: Class 37 contains 46867 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37559 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191333 members 
Mstep: Class 43 contains 10982 members 
Mstep: Class 44 contains 5215 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10459 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186155 members 
Mstep: Class 65 contains 12296 members 
Mstep: Class 66 contains 30086 members 
Mstep: Class 67 contains 2449 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28360 members 
Mstep: Class 72 contains 132389 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191746 members 
Mstep: Class 77 contains 79597 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802088.000000 Penalty: 52089.089844
Iteration 478Q: 80 clusters Score -9.080209e+07 nChanged 3691
Entering ConstructFrom: 
Score: -90802088.000000 Penalty: 52089.089844
Entering ConstructFrom: 
Trying to split cluster 1 (7020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Entering Unmasked Estep 
Score: -351417.906250 Penalty: 402.971588
	Iteration 0F: 2 clusters Score -351417.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -346702.218750 Penalty: 805.943176
	Iteration 0F: 3 clusters Score -346702.2 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -348655.281250 Penalty: 805.943176
	Iteration 1F: 3 clusters Score -348655.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -348889.562500 Penalty: 805.943176
	Iteration 2F: 3 clusters Score -348889.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -349081.156250 Penalty: 805.943176
	Iteration 3F: 3 clusters Score -349081.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -349244.593750 Penalty: 805.943176
	Iteration 4Q: 3 clusters Score -349244.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -349422.281250 Penalty: 805.943176
	Iteration 5F: 3 clusters Score -349422.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -349580.906250 Penalty: 805.943176
	Iteration 6Q: 3 clusters Score -349580.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -349732.093750 Penalty: 805.943176
	Iteration 7Q: 3 clusters Score -349732.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -349901.562500 Penalty: 805.943176
	Iteration 8Q: 3 clusters Score -349901.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -350078.156250 Penalty: 805.943176
	Iteration 9Q: 3 clusters Score -350078.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -350232.375000 Penalty: 805.943176
	Iteration 10Q: 3 clusters Score -350232.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -350320.031250 Penalty: 805.943176
	Iteration 11Q: 3 clusters Score -350320 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -350371.656250 Penalty: 805.943176
	Iteration 12Q: 3 clusters Score -350371.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -350402.062500 Penalty: 805.943176
	Iteration 13Q: 3 clusters Score -350402.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -350417.093750 Penalty: 805.943176
	Iteration 14Q: 3 clusters Score -350417.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -350432.125000 Penalty: 805.943176
	Iteration 15Q: 3 clusters Score -350432.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -350444.187500 Penalty: 805.943176
	Iteration 16Q: 3 clusters Score -350444.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -350455.531250 Penalty: 805.943176
	Iteration 17Q: 3 clusters Score -350455.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -350464.312500 Penalty: 805.943176
	Iteration 18Q: 3 clusters Score -350464.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -350472.656250 Penalty: 805.943176
	Iteration 19Q: 3 clusters Score -350472.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -350482.937500 Penalty: 805.943176
	Iteration 20F: 3 clusters Score -350482.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -350491.000000 Penalty: 805.943176
	Iteration 21Q: 3 clusters Score -350491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -350496.312500 Penalty: 805.943176
	Iteration 22Q: 3 clusters Score -350496.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -350502.218750 Penalty: 805.943176
	Iteration 23Q: 3 clusters Score -350502.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -350509.093750 Penalty: 805.943176
	Iteration 24Q: 3 clusters Score -350509.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -350516.156250 Penalty: 805.943176
	Iteration 25Q: 3 clusters Score -350516.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -350522.531250 Penalty: 805.943176
	Iteration 26Q: 3 clusters Score -350522.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -350525.125000 Penalty: 805.943176
	Iteration 27Q: 3 clusters Score -350525.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -350529.906250 Penalty: 805.943176
	Iteration 28Q: 3 clusters Score -350529.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -350533.406250 Penalty: 805.943176
	Iteration 29Q: 3 clusters Score -350533.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -350534.906250 Penalty: 805.943176
	Iteration 30Q: 3 clusters Score -350534.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -350537.906250 Penalty: 805.943176
	Iteration 31Q: 3 clusters Score -350537.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -350542.062500 Penalty: 805.943176
	Iteration 32Q: 3 clusters Score -350542.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -350544.687500 Penalty: 805.943176
	Iteration 33Q: 3 clusters Score -350544.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -350548.500000 Penalty: 805.943176
	Iteration 34Q: 3 clusters Score -350548.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -350551.875000 Penalty: 805.943176
	Iteration 35Q: 3 clusters Score -350551.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -350554.406250 Penalty: 805.943176
	Iteration 36Q: 3 clusters Score -350554.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -350556.843750 Penalty: 805.943176
	Iteration 37Q: 3 clusters Score -350556.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -350558.125000 Penalty: 805.943176
	Iteration 38Q: 3 clusters Score -350558.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -350559.156250 Penalty: 805.943176
	Iteration 39Q: 3 clusters Score -350559.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -350561.218750 Penalty: 805.943176
	Iteration 40F: 3 clusters Score -350561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -350562.031250 Penalty: 805.943176
	Iteration 41Q: 3 clusters Score -350562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -350564.000000 Penalty: 805.943176
	Iteration 42Q: 3 clusters Score -350564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -350565.468750 Penalty: 805.943176
	Iteration 43Q: 3 clusters Score -350565.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -350567.468750 Penalty: 805.943176
	Iteration 44Q: 3 clusters Score -350567.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -350570.312500 Penalty: 805.943176
	Iteration 45Q: 3 clusters Score -350570.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -350572.250000 Penalty: 805.943176
	Iteration 46Q: 3 clusters Score -350572.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -350574.468750 Penalty: 805.943176
	Iteration 47Q: 3 clusters Score -350574.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -350576.000000 Penalty: 805.943176
	Iteration 48Q: 3 clusters Score -350576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -350576.593750 Penalty: 805.943176
	Iteration 49Q: 3 clusters Score -350576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -350577.000000 Penalty: 805.943176
	Iteration 50Q: 3 clusters Score -350577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -350579.343750 Penalty: 805.943176
	Iteration 51Q: 3 clusters Score -350579.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -350581.375000 Penalty: 805.943176
	Iteration 52Q: 3 clusters Score -350581.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -350583.093750 Penalty: 805.943176
	Iteration 53Q: 3 clusters Score -350583.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -350586.281250 Penalty: 805.943176
	Iteration 54Q: 3 clusters Score -350586.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -350590.437500 Penalty: 805.943176
	Iteration 55Q: 3 clusters Score -350590.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -350594.750000 Penalty: 805.943176
	Iteration 56Q: 3 clusters Score -350594.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -350598.781250 Penalty: 805.943176
	Iteration 57Q: 3 clusters Score -350598.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -350604.968750 Penalty: 805.943176
	Iteration 58Q: 3 clusters Score -350605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -350610.937500 Penalty: 805.943176
	Iteration 59Q: 3 clusters Score -350610.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -350615.375000 Penalty: 805.943176
	Iteration 60F: 3 clusters Score -350615.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -350619.625000 Penalty: 805.943176
	Iteration 61Q: 3 clusters Score -350619.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -350625.812500 Penalty: 805.943176
	Iteration 62Q: 3 clusters Score -350625.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -350629.343750 Penalty: 805.943176
	Iteration 63Q: 3 clusters Score -350629.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -350636.093750 Penalty: 805.943176
	Iteration 64Q: 3 clusters Score -350636.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -350639.281250 Penalty: 805.943176
	Iteration 65Q: 3 clusters Score -350639.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -350643.218750 Penalty: 805.943176
	Iteration 66Q: 3 clusters Score -350643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -350646.156250 Penalty: 805.943176
	Iteration 67Q: 3 clusters Score -350646.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -350650.812500 Penalty: 805.943176
	Iteration 68Q: 3 clusters Score -350650.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -350655.937500 Penalty: 805.943176
	Iteration 69Q: 3 clusters Score -350655.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -350664.843750 Penalty: 805.943176
	Iteration 70Q: 3 clusters Score -350664.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -350676.437500 Penalty: 805.943176
	Iteration 71Q: 3 clusters Score -350676.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -350686.062500 Penalty: 805.943176
	Iteration 72Q: 3 clusters Score -350686.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -350693.656250 Penalty: 805.943176
	Iteration 73Q: 3 clusters Score -350693.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -350701.218750 Penalty: 805.943176
	Iteration 74Q: 3 clusters Score -350701.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -350708.093750 Penalty: 805.943176
	Iteration 75Q: 3 clusters Score -350708.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -350714.250000 Penalty: 805.943176
	Iteration 76Q: 3 clusters Score -350714.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -350721.406250 Penalty: 805.943176
	Iteration 77Q: 3 clusters Score -350721.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -350728.281250 Penalty: 805.943176
	Iteration 78Q: 3 clusters Score -350728.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -350737.875000 Penalty: 805.943176
	Iteration 79Q: 3 clusters Score -350737.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -350752.968750 Penalty: 805.943176
	Iteration 80F: 3 clusters Score -350753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -350769.312500 Penalty: 805.943176
	Iteration 81Q: 3 clusters Score -350769.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -350783.625000 Penalty: 805.943176
	Iteration 82Q: 3 clusters Score -350783.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -350803.906250 Penalty: 805.943176
	Iteration 83Q: 3 clusters Score -350803.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -350827.562500 Penalty: 805.943176
	Iteration 84Q: 3 clusters Score -350827.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -350849.468750 Penalty: 805.943176
	Iteration 85Q: 3 clusters Score -350849.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -350876.843750 Penalty: 805.943176
	Iteration 86Q: 3 clusters Score -350876.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -350904.875000 Penalty: 805.943176
	Iteration 87Q: 3 clusters Score -350904.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -350920.281250 Penalty: 805.943176
	Iteration 88Q: 3 clusters Score -350920.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -350940.437500 Penalty: 805.943176
	Iteration 89Q: 3 clusters Score -350940.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -350960.468750 Penalty: 805.943176
	Iteration 90Q: 3 clusters Score -350960.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -350972.187500 Penalty: 805.943176
	Iteration 91Q: 3 clusters Score -350972.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -350992.218750 Penalty: 805.943176
	Iteration 92Q: 3 clusters Score -350992.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -351009.187500 Penalty: 805.943176
	Iteration 93Q: 3 clusters Score -351009.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -351027.437500 Penalty: 805.943176
	Iteration 94Q: 3 clusters Score -351027.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -351057.656250 Penalty: 805.943176
	Iteration 95Q: 3 clusters Score -351057.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -351074.593750 Penalty: 805.943176
	Iteration 96Q: 3 clusters Score -351074.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -351094.875000 Penalty: 805.943176
	Iteration 97Q: 3 clusters Score -351094.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -351117.125000 Penalty: 805.943176
	Iteration 98Q: 3 clusters Score -351117.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -351135.781250 Penalty: 805.943176
	Iteration 99Q: 3 clusters Score -351135.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -351143.843750 Penalty: 805.943176
	Iteration 100F: 3 clusters Score -351143.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -351147.187500 Penalty: 805.943176
	Iteration 101Q: 3 clusters Score -351147.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -351149.968750 Penalty: 805.943176
	Iteration 102Q: 3 clusters Score -351150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -351151.750000 Penalty: 805.943176
	Iteration 103Q: 3 clusters Score -351151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -351156.093750 Penalty: 805.943176
	Iteration 104Q: 3 clusters Score -351156.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -351157.187500 Penalty: 805.943176
	Iteration 105Q: 3 clusters Score -351157.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -351158.125000 Penalty: 805.943176
	Iteration 106Q: 3 clusters Score -351158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -351160.156250 Penalty: 805.943176
	Iteration 107Q: 3 clusters Score -351160.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -351160.812500 Penalty: 805.943176
	Iteration 108Q: 3 clusters Score -351160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -351160.593750 Penalty: 805.943176
	Iteration 109Q: 3 clusters Score -351160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -351161.593750 Penalty: 805.943176
	Iteration 110Q: 3 clusters Score -351161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -351161.968750 Penalty: 805.943176
	Iteration 111Q: 3 clusters Score -351162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -351162.656250 Penalty: 805.943176
	Iteration 112Q: 3 clusters Score -351162.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -351163.343750 Penalty: 805.943176
	Iteration 113Q: 3 clusters Score -351163.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -351163.500000 Penalty: 805.943176
	Iteration 114Q: 3 clusters Score -351163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -351164.968750 Penalty: 805.943176
	Iteration 115Q: 3 clusters Score -351165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -351164.968750 Penalty: 805.943176
	Iteration 116F: 3 clusters Score -351165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94325 members 
Entering Unmasked Estep 
Score: -4536535.000000 Penalty: 521.179810
	Iteration 0F: 2 clusters Score -4536535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -4472639.500000 Penalty: 1042.359619
	Iteration 0F: 3 clusters Score -4472640 nChanged 46022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4501380.500000 Penalty: 1042.359619
	Iteration 1F: 3 clusters Score -4501380 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -4503970.000000 Penalty: 1042.359619
	Iteration 2F: 3 clusters Score -4503970 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4508400.000000 Penalty: 1042.359619
	Iteration 3F: 3 clusters Score -4508400 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4514657.500000 Penalty: 1042.359619
	Iteration 4F: 3 clusters Score -4514658 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4521322.500000 Penalty: 1042.359619
	Iteration 5F: 3 clusters Score -4521322 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4526923.000000 Penalty: 1042.359619
	Iteration 6F: 3 clusters Score -4526923 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -4530960.000000 Penalty: 1042.359619
	Iteration 7Q: 3 clusters Score -4530960 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4533658.500000 Penalty: 1042.359619
	Iteration 8Q: 3 clusters Score -4533658 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4535008.500000 Penalty: 1042.359619
	Iteration 9Q: 3 clusters Score -4535008 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4535587.000000 Penalty: 1042.359619
	Iteration 10Q: 3 clusters Score -4535587 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93990 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4535834.500000 Penalty: 1042.359619
	Iteration 11Q: 3 clusters Score -4535834 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4535946.500000 Penalty: 1042.359619
	Iteration 12Q: 3 clusters Score -4535946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94184 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4535990.000000 Penalty: 1042.359619
	Iteration 13Q: 3 clusters Score -4535990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4536019.000000 Penalty: 1042.359619
	Iteration 14Q: 3 clusters Score -4536019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4536041.000000 Penalty: 1042.359619
	Iteration 15Q: 3 clusters Score -4536041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94233 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4536049.500000 Penalty: 1042.359619
	Iteration 16Q: 3 clusters Score -4536050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4536066.000000 Penalty: 1042.359619
	Iteration 17Q: 3 clusters Score -4536066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4536073.000000 Penalty: 1042.359619
	Iteration 18Q: 3 clusters Score -4536073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4536076.500000 Penalty: 1042.359619
	Iteration 19Q: 3 clusters Score -4536076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4536081.500000 Penalty: 1042.359619
	Iteration 20F: 3 clusters Score -4536082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4536080.000000 Penalty: 1042.359619
	Iteration 21Q: 3 clusters Score -4536080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4536081.000000 Penalty: 1042.359619
	Iteration 22Q: 3 clusters Score -4536081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4536086.500000 Penalty: 1042.359619
	Iteration 23Q: 3 clusters Score -4536086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4536093.500000 Penalty: 1042.359619
	Iteration 24Q: 3 clusters Score -4536094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4536096.500000 Penalty: 1042.359619
	Iteration 25Q: 3 clusters Score -4536096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4536099.000000 Penalty: 1042.359619
	Iteration 26Q: 3 clusters Score -4536099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94245 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4536101.000000 Penalty: 1042.359619
	Iteration 27Q: 3 clusters Score -4536101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4536100.000000 Penalty: 1042.359619
	Iteration 28Q: 3 clusters Score -4536100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4536099.000000 Penalty: 1042.359619
	Iteration 29Q: 3 clusters Score -4536099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4536099.000000 Penalty: 1042.359619
	Iteration 30F: 3 clusters Score -4536099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -67674.195312 Penalty: 330.225708
	Iteration 0F: 2 clusters Score -67674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -66614.914062 Penalty: 660.451416
	Iteration 0F: 3 clusters Score -66614.91 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -66960.265625 Penalty: 660.451416
	Iteration 1F: 3 clusters Score -66960.27 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -67011.351562 Penalty: 660.451416
	Iteration 2F: 3 clusters Score -67011.35 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -67061.914062 Penalty: 660.451416
	Iteration 3F: 3 clusters Score -67061.91 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -67112.335938 Penalty: 660.451416
	Iteration 4F: 3 clusters Score -67112.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -67153.023438 Penalty: 660.451416
	Iteration 5Q: 3 clusters Score -67153.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67193.414062 Penalty: 660.451416
	Iteration 6Q: 3 clusters Score -67193.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67243.257812 Penalty: 660.451416
	Iteration 7Q: 3 clusters Score -67243.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67287.914062 Penalty: 660.451416
	Iteration 8Q: 3 clusters Score -67287.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67311.718750 Penalty: 660.451416
	Iteration 9Q: 3 clusters Score -67311.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67330.093750 Penalty: 660.451416
	Iteration 10Q: 3 clusters Score -67330.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67347.226562 Penalty: 660.451416
	Iteration 11Q: 3 clusters Score -67347.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -67369.718750 Penalty: 660.451416
	Iteration 12Q: 3 clusters Score -67369.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -67387.242188 Penalty: 660.451416
	Iteration 13Q: 3 clusters Score -67387.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -67395.773438 Penalty: 660.451416
	Iteration 14Q: 3 clusters Score -67395.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -67401.664062 Penalty: 660.451416
	Iteration 15Q: 3 clusters Score -67401.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -67404.257812 Penalty: 660.451416
	Iteration 16Q: 3 clusters Score -67404.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -67406.023438 Penalty: 660.451416
	Iteration 17Q: 3 clusters Score -67406.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -67408.476562 Penalty: 660.451416
	Iteration 18Q: 3 clusters Score -67408.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -67409.921875 Penalty: 660.451416
	Iteration 19Q: 3 clusters Score -67409.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -67410.882812 Penalty: 660.451416
	Iteration 20F: 3 clusters Score -67410.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -67412.500000 Penalty: 660.451416
	Iteration 21Q: 3 clusters Score -67412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -67413.382812 Penalty: 660.451416
	Iteration 22Q: 3 clusters Score -67413.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -67413.382812 Penalty: 660.451416
	Iteration 23F: 3 clusters Score -67413.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Entering Unmasked Estep 
Score: -1582668.375000 Penalty: 471.952576
	Iteration 0F: 2 clusters Score -1582668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1561267.375000 Penalty: 943.905151
	Iteration 0F: 3 clusters Score -1561267 nChanged 15429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1570406.625000 Penalty: 943.905151
	Iteration 1F: 3 clusters Score -1570407 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1570775.125000 Penalty: 943.905151
	Iteration 2Q: 3 clusters Score -1570775 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -1571254.125000 Penalty: 943.905151
	Iteration 3Q: 3 clusters Score -1571254 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -1571968.875000 Penalty: 943.905151
	Iteration 4Q: 3 clusters Score -1571969 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -1573121.125000 Penalty: 943.905151
	Iteration 5F: 3 clusters Score -1573121 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -1574849.000000 Penalty: 943.905151
	Iteration 6F: 3 clusters Score -1574849 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -1577329.750000 Penalty: 943.905151
	Iteration 7F: 3 clusters Score -1577330 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -1579661.375000 Penalty: 943.905151
	Iteration 8F: 3 clusters Score -1579661 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -1580913.000000 Penalty: 943.905151
	Iteration 9Q: 3 clusters Score -1580913 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -1581523.250000 Penalty: 943.905151
	Iteration 10Q: 3 clusters Score -1581523 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -1581914.125000 Penalty: 943.905151
	Iteration 11Q: 3 clusters Score -1581914 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -1582124.375000 Penalty: 943.905151
	Iteration 12Q: 3 clusters Score -1582124 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -1582249.875000 Penalty: 943.905151
	Iteration 13Q: 3 clusters Score -1582250 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -1582318.250000 Penalty: 943.905151
	Iteration 14Q: 3 clusters Score -1582318 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -1582349.125000 Penalty: 943.905151
	Iteration 15Q: 3 clusters Score -1582349 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -1582376.625000 Penalty: 943.905151
	Iteration 16Q: 3 clusters Score -1582377 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -1582387.625000 Penalty: 943.905151
	Iteration 17Q: 3 clusters Score -1582388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -1582390.625000 Penalty: 943.905151
	Iteration 18Q: 3 clusters Score -1582391 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -1582403.500000 Penalty: 943.905151
	Iteration 19Q: 3 clusters Score -1582404 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -1582411.125000 Penalty: 943.905151
	Iteration 20F: 3 clusters Score -1582411 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -1582415.125000 Penalty: 943.905151
	Iteration 21Q: 3 clusters Score -1582415 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -1582419.500000 Penalty: 943.905151
	Iteration 22Q: 3 clusters Score -1582420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -1582422.125000 Penalty: 943.905151
	Iteration 23Q: 3 clusters Score -1582422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -1582425.625000 Penalty: 943.905151
	Iteration 24Q: 3 clusters Score -1582426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -1582423.625000 Penalty: 943.905151
	Iteration 25Q: 3 clusters Score -1582424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -1582427.500000 Penalty: 943.905151
	Iteration 26Q: 3 clusters Score -1582428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -1582428.500000 Penalty: 943.905151
	Iteration 27Q: 3 clusters Score -1582428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -1582427.500000 Penalty: 943.905151
	Iteration 28Q: 3 clusters Score -1582428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -1582426.250000 Penalty: 943.905151
	Iteration 29Q: 3 clusters Score -1582426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -1582425.250000 Penalty: 943.905151
	Iteration 30Q: 3 clusters Score -1582425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -1582430.750000 Penalty: 943.905151
	Iteration 31Q: 3 clusters Score -1582431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -1582440.000000 Penalty: 943.905151
	Iteration 32Q: 3 clusters Score -1582440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -1582442.500000 Penalty: 943.905151
	Iteration 33Q: 3 clusters Score -1582442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -1582446.000000 Penalty: 943.905151
	Iteration 34Q: 3 clusters Score -1582446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -1582444.000000 Penalty: 943.905151
	Iteration 35Q: 3 clusters Score -1582444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -1582444.125000 Penalty: 943.905151
	Iteration 36Q: 3 clusters Score -1582444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -1582446.000000 Penalty: 943.905151
	Iteration 37Q: 3 clusters Score -1582446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -1582448.250000 Penalty: 943.905151
	Iteration 38Q: 3 clusters Score -1582448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -1582447.625000 Penalty: 943.905151
	Iteration 39Q: 3 clusters Score -1582448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -1582454.125000 Penalty: 943.905151
	Iteration 40F: 3 clusters Score -1582454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -1582464.375000 Penalty: 943.905151
	Iteration 41Q: 3 clusters Score -1582464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -1582459.875000 Penalty: 943.905151
	Iteration 42Q: 3 clusters Score -1582460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -1582461.875000 Penalty: 943.905151
	Iteration 43Q: 3 clusters Score -1582462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -1582463.500000 Penalty: 943.905151
	Iteration 44Q: 3 clusters Score -1582464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -1582465.500000 Penalty: 943.905151
	Iteration 45Q: 3 clusters Score -1582466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -1582467.250000 Penalty: 943.905151
	Iteration 46Q: 3 clusters Score -1582467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -1582464.375000 Penalty: 943.905151
	Iteration 47Q: 3 clusters Score -1582464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -1582465.500000 Penalty: 943.905151
	Iteration 48Q: 3 clusters Score -1582466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -1582468.000000 Penalty: 943.905151
	Iteration 49Q: 3 clusters Score -1582468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -1582468.375000 Penalty: 943.905151
	Iteration 50Q: 3 clusters Score -1582468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -1582467.875000 Penalty: 943.905151
	Iteration 51Q: 3 clusters Score -1582468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -1582472.000000 Penalty: 943.905151
	Iteration 52Q: 3 clusters Score -1582472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -1582473.250000 Penalty: 943.905151
	Iteration 53Q: 3 clusters Score -1582473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -1582474.375000 Penalty: 943.905151
	Iteration 54Q: 3 clusters Score -1582474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -1582475.125000 Penalty: 943.905151
	Iteration 55Q: 3 clusters Score -1582475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -1582474.875000 Penalty: 943.905151
	Iteration 56Q: 3 clusters Score -1582475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -1582474.625000 Penalty: 943.905151
	Iteration 57Q: 3 clusters Score -1582475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -1582473.875000 Penalty: 943.905151
	Iteration 58Q: 3 clusters Score -1582474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -1582472.500000 Penalty: 943.905151
	Iteration 59Q: 3 clusters Score -1582472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -1582474.375000 Penalty: 943.905151
	Iteration 60F: 3 clusters Score -1582474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -1582475.875000 Penalty: 943.905151
	Iteration 61Q: 3 clusters Score -1582476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -1582473.500000 Penalty: 943.905151
	Iteration 62Q: 3 clusters Score -1582474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -1582472.875000 Penalty: 943.905151
	Iteration 63Q: 3 clusters Score -1582473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -1582474.625000 Penalty: 943.905151
	Iteration 64Q: 3 clusters Score -1582475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -1582470.375000 Penalty: 943.905151
	Iteration 65Q: 3 clusters Score -1582470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -1582473.625000 Penalty: 943.905151
	Iteration 66Q: 3 clusters Score -1582474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -1582469.125000 Penalty: 943.905151
	Iteration 67Q: 3 clusters Score -1582469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -1582471.125000 Penalty: 943.905151
	Iteration 68Q: 3 clusters Score -1582471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -1582468.375000 Penalty: 943.905151
	Iteration 69Q: 3 clusters Score -1582468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -1582468.750000 Penalty: 943.905151
	Iteration 70Q: 3 clusters Score -1582469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -1582469.625000 Penalty: 943.905151
	Iteration 71Q: 3 clusters Score -1582470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -1582470.250000 Penalty: 943.905151
	Iteration 72Q: 3 clusters Score -1582470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -1582470.250000 Penalty: 943.905151
	Iteration 73F: 3 clusters Score -1582470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -14496.611328 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -14496.61 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 138 members 
Entering Unmasked Estep 
Score: -14145.761719 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -14145.76 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14244.589844 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -14244.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14280.073242 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -14280.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14296.490234 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -14296.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14304.106445 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -14304.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14317.336914 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -14317.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14323.329102 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -14323.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14328.531250 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -14328.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14336.604492 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -14336.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14342.983398 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -14342.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14353.105469 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -14353.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14360.297852 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -14360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14368.708008 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -14368.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14375.493164 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -14375.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14390.458984 Penalty: 514.056702
	Iteration 14Q: 3 clusters Score -14390.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14409.351562 Penalty: 514.056702
	Iteration 15Q: 3 clusters Score -14409.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14439.926758 Penalty: 514.056702
	Iteration 16Q: 3 clusters Score -14439.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14444.783203 Penalty: 514.056702
	Iteration 17Q: 3 clusters Score -14444.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14445.200195 Penalty: 514.056702
	Iteration 18Q: 3 clusters Score -14445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14445.200195 Penalty: 514.056702
	Iteration 19F: 3 clusters Score -14445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Entering Unmasked Estep 
Score: -983350.250000 Penalty: 452.504639
	Iteration 0F: 2 clusters Score -983350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -969470.250000 Penalty: 905.009277
	Iteration 0F: 3 clusters Score -969470.2 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -975533.625000 Penalty: 905.009277
	Iteration 1F: 3 clusters Score -975533.6 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -976338.687500 Penalty: 905.009277
	Iteration 2F: 3 clusters Score -976338.7 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -977314.125000 Penalty: 905.009277
	Iteration 3F: 3 clusters Score -977314.1 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -978528.562500 Penalty: 905.009277
	Iteration 4F: 3 clusters Score -978528.6 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -979826.125000 Penalty: 905.009277
	Iteration 5F: 3 clusters Score -979826.1 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -980756.437500 Penalty: 905.009277
	Iteration 6F: 3 clusters Score -980756.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -981145.562500 Penalty: 905.009277
	Iteration 7Q: 3 clusters Score -981145.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -981316.437500 Penalty: 905.009277
	Iteration 8Q: 3 clusters Score -981316.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -981457.000000 Penalty: 905.009277
	Iteration 9Q: 3 clusters Score -981457 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -981564.250000 Penalty: 905.009277
	Iteration 10Q: 3 clusters Score -981564.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -981669.000000 Penalty: 905.009277
	Iteration 11Q: 3 clusters Score -981669 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -981780.812500 Penalty: 905.009277
	Iteration 12Q: 3 clusters Score -981780.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -981879.750000 Penalty: 905.009277
	Iteration 13Q: 3 clusters Score -981879.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -981968.562500 Penalty: 905.009277
	Iteration 14Q: 3 clusters Score -981968.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -982043.437500 Penalty: 905.009277
	Iteration 15Q: 3 clusters Score -982043.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -982129.250000 Penalty: 905.009277
	Iteration 16Q: 3 clusters Score -982129.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -982218.750000 Penalty: 905.009277
	Iteration 17Q: 3 clusters Score -982218.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -982298.437500 Penalty: 905.009277
	Iteration 18Q: 3 clusters Score -982298.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -982367.562500 Penalty: 905.009277
	Iteration 19Q: 3 clusters Score -982367.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -982426.500000 Penalty: 905.009277
	Iteration 20F: 3 clusters Score -982426.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -982483.062500 Penalty: 905.009277
	Iteration 21Q: 3 clusters Score -982483.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -982540.687500 Penalty: 905.009277
	Iteration 22Q: 3 clusters Score -982540.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -982604.687500 Penalty: 905.009277
	Iteration 23Q: 3 clusters Score -982604.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -982666.000000 Penalty: 905.009277
	Iteration 24Q: 3 clusters Score -982666 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -982709.875000 Penalty: 905.009277
	Iteration 25Q: 3 clusters Score -982709.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -982751.750000 Penalty: 905.009277
	Iteration 26Q: 3 clusters Score -982751.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -982793.062500 Penalty: 905.009277
	Iteration 27Q: 3 clusters Score -982793.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -982828.375000 Penalty: 905.009277
	Iteration 28Q: 3 clusters Score -982828.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -982864.562500 Penalty: 905.009277
	Iteration 29Q: 3 clusters Score -982864.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -982900.875000 Penalty: 905.009277
	Iteration 30Q: 3 clusters Score -982900.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -982931.250000 Penalty: 905.009277
	Iteration 31Q: 3 clusters Score -982931.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -982963.875000 Penalty: 905.009277
	Iteration 32Q: 3 clusters Score -982963.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -983002.062500 Penalty: 905.009277
	Iteration 33Q: 3 clusters Score -983002.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -983037.687500 Penalty: 905.009277
	Iteration 34Q: 3 clusters Score -983037.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -983055.500000 Penalty: 905.009277
	Iteration 35Q: 3 clusters Score -983055.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -983073.687500 Penalty: 905.009277
	Iteration 36Q: 3 clusters Score -983073.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -983084.562500 Penalty: 905.009277
	Iteration 37Q: 3 clusters Score -983084.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -983099.125000 Penalty: 905.009277
	Iteration 38Q: 3 clusters Score -983099.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -983109.500000 Penalty: 905.009277
	Iteration 39Q: 3 clusters Score -983109.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -983123.312500 Penalty: 905.009277
	Iteration 40F: 3 clusters Score -983123.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -983131.875000 Penalty: 905.009277
	Iteration 41Q: 3 clusters Score -983131.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -983140.437500 Penalty: 905.009277
	Iteration 42Q: 3 clusters Score -983140.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -983143.812500 Penalty: 905.009277
	Iteration 43Q: 3 clusters Score -983143.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -983149.250000 Penalty: 905.009277
	Iteration 44Q: 3 clusters Score -983149.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -983155.312500 Penalty: 905.009277
	Iteration 45Q: 3 clusters Score -983155.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -983161.312500 Penalty: 905.009277
	Iteration 46Q: 3 clusters Score -983161.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -983164.062500 Penalty: 905.009277
	Iteration 47Q: 3 clusters Score -983164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -983166.437500 Penalty: 905.009277
	Iteration 48Q: 3 clusters Score -983166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -983167.375000 Penalty: 905.009277
	Iteration 49Q: 3 clusters Score -983167.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -983170.062500 Penalty: 905.009277
	Iteration 50Q: 3 clusters Score -983170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -983170.312500 Penalty: 905.009277
	Iteration 51Q: 3 clusters Score -983170.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -983169.500000 Penalty: 905.009277
	Iteration 52Q: 3 clusters Score -983169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -983171.625000 Penalty: 905.009277
	Iteration 53Q: 3 clusters Score -983171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -983171.437500 Penalty: 905.009277
	Iteration 54Q: 3 clusters Score -983171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -983171.500000 Penalty: 905.009277
	Iteration 55Q: 3 clusters Score -983171.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -983171.500000 Penalty: 905.009277
	Iteration 56F: 3 clusters Score -983171.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -14783.505859 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -14783.51 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 164 members 
Entering Unmasked Estep 
Score: -14426.809570 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -14426.81 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14542.583984 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -14542.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14590.417969 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -14590.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14604.790039 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -14604.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14615.307617 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -14615.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14629.859375 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -14629.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14640.067383 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -14640.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14644.396484 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -14644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14646.415039 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -14646.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14648.627930 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -14648.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14648.627930 Penalty: 519.044189
	Iteration 10F: 3 clusters Score -14648.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Entering Unmasked Estep 
Score: -1459515.875000 Penalty: 465.898682
	Iteration 0F: 2 clusters Score -1459516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1440755.875000 Penalty: 931.797363
	Iteration 0F: 3 clusters Score -1440756 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1448727.375000 Penalty: 931.797363
	Iteration 1F: 3 clusters Score -1448727 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1449275.000000 Penalty: 931.797363
	Iteration 2Q: 3 clusters Score -1449275 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1450127.250000 Penalty: 931.797363
	Iteration 3F: 3 clusters Score -1450127 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1451507.000000 Penalty: 931.797363
	Iteration 4F: 3 clusters Score -1451507 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1453318.000000 Penalty: 931.797363
	Iteration 5F: 3 clusters Score -1453318 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1455045.500000 Penalty: 931.797363
	Iteration 6F: 3 clusters Score -1455046 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1456423.250000 Penalty: 931.797363
	Iteration 7F: 3 clusters Score -1456423 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1457345.125000 Penalty: 931.797363
	Iteration 8Q: 3 clusters Score -1457345 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1457906.000000 Penalty: 931.797363
	Iteration 9Q: 3 clusters Score -1457906 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1458280.000000 Penalty: 931.797363
	Iteration 10Q: 3 clusters Score -1458280 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1458567.125000 Penalty: 931.797363
	Iteration 11Q: 3 clusters Score -1458567 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1458760.375000 Penalty: 931.797363
	Iteration 12Q: 3 clusters Score -1458760 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1458897.500000 Penalty: 931.797363
	Iteration 13Q: 3 clusters Score -1458898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1458989.125000 Penalty: 931.797363
	Iteration 14Q: 3 clusters Score -1458989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1459039.875000 Penalty: 931.797363
	Iteration 15Q: 3 clusters Score -1459040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1459069.500000 Penalty: 931.797363
	Iteration 16Q: 3 clusters Score -1459070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1459092.375000 Penalty: 931.797363
	Iteration 17Q: 3 clusters Score -1459092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1459096.375000 Penalty: 931.797363
	Iteration 18Q: 3 clusters Score -1459096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1459097.375000 Penalty: 931.797363
	Iteration 19Q: 3 clusters Score -1459097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1459103.250000 Penalty: 931.797363
	Iteration 20F: 3 clusters Score -1459103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1459105.375000 Penalty: 931.797363
	Iteration 21Q: 3 clusters Score -1459105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1459106.875000 Penalty: 931.797363
	Iteration 22Q: 3 clusters Score -1459107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1459106.875000 Penalty: 931.797363
	Iteration 23F: 3 clusters Score -1459107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Entering Unmasked Estep 
Score: -1481024.750000 Penalty: 468.967773
	Iteration 0F: 2 clusters Score -1481025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1461136.125000 Penalty: 937.935547
	Iteration 0F: 3 clusters Score -1461136 nChanged 14361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -1469919.500000 Penalty: 937.935547
	Iteration 1F: 3 clusters Score -1469920 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -1470582.000000 Penalty: 937.935547
	Iteration 2F: 3 clusters Score -1470582 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1471646.625000 Penalty: 937.935547
	Iteration 3F: 3 clusters Score -1471647 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1473407.500000 Penalty: 937.935547
	Iteration 4F: 3 clusters Score -1473408 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -1475874.750000 Penalty: 937.935547
	Iteration 5F: 3 clusters Score -1475875 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -1478399.125000 Penalty: 937.935547
	Iteration 6F: 3 clusters Score -1478399 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -1479925.500000 Penalty: 937.935547
	Iteration 7Q: 3 clusters Score -1479926 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -1480440.500000 Penalty: 937.935547
	Iteration 8Q: 3 clusters Score -1480440 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -1480565.875000 Penalty: 937.935547
	Iteration 9Q: 3 clusters Score -1480566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -1480600.875000 Penalty: 937.935547
	Iteration 10Q: 3 clusters Score -1480601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -1480623.875000 Penalty: 937.935547
	Iteration 11Q: 3 clusters Score -1480624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -1480631.750000 Penalty: 937.935547
	Iteration 12Q: 3 clusters Score -1480632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -1480633.750000 Penalty: 937.935547
	Iteration 13Q: 3 clusters Score -1480634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -1480639.375000 Penalty: 937.935547
	Iteration 14Q: 3 clusters Score -1480639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -1480639.375000 Penalty: 937.935547
	Iteration 15F: 3 clusters Score -1480639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -346400.500000 Penalty: 404.268677
	Iteration 0F: 2 clusters Score -346400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -341546.000000 Penalty: 808.537354
	Iteration 0F: 3 clusters Score -341546 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -343493.312500 Penalty: 808.537354
	Iteration 1F: 3 clusters Score -343493.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -343741.968750 Penalty: 808.537354
	Iteration 2F: 3 clusters Score -343742 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -344030.406250 Penalty: 808.537354
	Iteration 3F: 3 clusters Score -344030.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -344357.031250 Penalty: 808.537354
	Iteration 4F: 3 clusters Score -344357 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -344721.125000 Penalty: 808.537354
	Iteration 5F: 3 clusters Score -344721.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -345006.093750 Penalty: 808.537354
	Iteration 6F: 3 clusters Score -345006.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -345221.937500 Penalty: 808.537354
	Iteration 7Q: 3 clusters Score -345221.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -345407.406250 Penalty: 808.537354
	Iteration 8Q: 3 clusters Score -345407.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -345553.531250 Penalty: 808.537354
	Iteration 9Q: 3 clusters Score -345553.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -345664.093750 Penalty: 808.537354
	Iteration 10Q: 3 clusters Score -345664.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -345767.500000 Penalty: 808.537354
	Iteration 11Q: 3 clusters Score -345767.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -345858.375000 Penalty: 808.537354
	Iteration 12Q: 3 clusters Score -345858.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -345925.125000 Penalty: 808.537354
	Iteration 13Q: 3 clusters Score -345925.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -345967.000000 Penalty: 808.537354
	Iteration 14Q: 3 clusters Score -345967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -345994.375000 Penalty: 808.537354
	Iteration 15Q: 3 clusters Score -345994.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -346008.687500 Penalty: 808.537354
	Iteration 16Q: 3 clusters Score -346008.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -346020.343750 Penalty: 808.537354
	Iteration 17Q: 3 clusters Score -346020.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -346028.000000 Penalty: 808.537354
	Iteration 18Q: 3 clusters Score -346028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -346030.937500 Penalty: 808.537354
	Iteration 19Q: 3 clusters Score -346030.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -346034.343750 Penalty: 808.537354
	Iteration 20F: 3 clusters Score -346034.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -346037.843750 Penalty: 808.537354
	Iteration 21Q: 3 clusters Score -346037.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -346041.625000 Penalty: 808.537354
	Iteration 22Q: 3 clusters Score -346041.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -346043.781250 Penalty: 808.537354
	Iteration 23Q: 3 clusters Score -346043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -346044.500000 Penalty: 808.537354
	Iteration 24Q: 3 clusters Score -346044.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -346044.343750 Penalty: 808.537354
	Iteration 25Q: 3 clusters Score -346044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -346045.531250 Penalty: 808.537354
	Iteration 26Q: 3 clusters Score -346045.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -346047.062500 Penalty: 808.537354
	Iteration 27Q: 3 clusters Score -346047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -346046.875000 Penalty: 808.537354
	Iteration 28Q: 3 clusters Score -346046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -346046.375000 Penalty: 808.537354
	Iteration 29Q: 3 clusters Score -346046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -346046.250000 Penalty: 808.537354
	Iteration 30Q: 3 clusters Score -346046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -346046.562500 Penalty: 808.537354
	Iteration 31Q: 3 clusters Score -346046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -346047.312500 Penalty: 808.537354
	Iteration 32Q: 3 clusters Score -346047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -346046.875000 Penalty: 808.537354
	Iteration 33Q: 3 clusters Score -346046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -346046.937500 Penalty: 808.537354
	Iteration 34Q: 3 clusters Score -346046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -346046.937500 Penalty: 808.537354
	Iteration 35F: 3 clusters Score -346046.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -84307.070312 Penalty: 338.739929
	Iteration 0F: 2 clusters Score -84307.07 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 842 members 
Entering Unmasked Estep 
Score: -83072.226562 Penalty: 677.479858
	Iteration 0F: 3 clusters Score -83072.23 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -83441.320312 Penalty: 677.479858
	Iteration 1F: 3 clusters Score -83441.32 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -83484.578125 Penalty: 677.479858
	Iteration 2F: 3 clusters Score -83484.58 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -83521.117188 Penalty: 677.479858
	Iteration 3Q: 3 clusters Score -83521.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -83564.562500 Penalty: 677.479858
	Iteration 4Q: 3 clusters Score -83564.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -83588.273438 Penalty: 677.479858
	Iteration 5Q: 3 clusters Score -83588.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -83616.437500 Penalty: 677.479858
	Iteration 6Q: 3 clusters Score -83616.44 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -83657.359375 Penalty: 677.479858
	Iteration 7Q: 3 clusters Score -83657.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -83695.351562 Penalty: 677.479858
	Iteration 8Q: 3 clusters Score -83695.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83733.054688 Penalty: 677.479858
	Iteration 9Q: 3 clusters Score -83733.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83767.843750 Penalty: 677.479858
	Iteration 10Q: 3 clusters Score -83767.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83800.257812 Penalty: 677.479858
	Iteration 11Q: 3 clusters Score -83800.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83822.351562 Penalty: 677.479858
	Iteration 12Q: 3 clusters Score -83822.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83836.578125 Penalty: 677.479858
	Iteration 13Q: 3 clusters Score -83836.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83849.171875 Penalty: 677.479858
	Iteration 14Q: 3 clusters Score -83849.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83863.070312 Penalty: 677.479858
	Iteration 15Q: 3 clusters Score -83863.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83879.421875 Penalty: 677.479858
	Iteration 16Q: 3 clusters Score -83879.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83897.695312 Penalty: 677.479858
	Iteration 17Q: 3 clusters Score -83897.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83915.390625 Penalty: 677.479858
	Iteration 18Q: 3 clusters Score -83915.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -83927.015625 Penalty: 677.479858
	Iteration 19Q: 3 clusters Score -83927.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -83937.023438 Penalty: 677.479858
	Iteration 20F: 3 clusters Score -83937.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -83943.476562 Penalty: 677.479858
	Iteration 21Q: 3 clusters Score -83943.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -83949.937500 Penalty: 677.479858
	Iteration 22Q: 3 clusters Score -83949.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -83956.093750 Penalty: 677.479858
	Iteration 23Q: 3 clusters Score -83956.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -83962.867188 Penalty: 677.479858
	Iteration 24Q: 3 clusters Score -83962.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -83967.273438 Penalty: 677.479858
	Iteration 25Q: 3 clusters Score -83967.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -83969.937500 Penalty: 677.479858
	Iteration 26Q: 3 clusters Score -83969.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -83974.000000 Penalty: 677.479858
	Iteration 27Q: 3 clusters Score -83974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -83982.125000 Penalty: 677.479858
	Iteration 28Q: 3 clusters Score -83982.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -83985.125000 Penalty: 677.479858
	Iteration 29Q: 3 clusters Score -83985.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -83986.468750 Penalty: 677.479858
	Iteration 30Q: 3 clusters Score -83986.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -83987.921875 Penalty: 677.479858
	Iteration 31Q: 3 clusters Score -83987.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -83989.992188 Penalty: 677.479858
	Iteration 32Q: 3 clusters Score -83989.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -83990.453125 Penalty: 677.479858
	Iteration 33Q: 3 clusters Score -83990.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -83990.523438 Penalty: 677.479858
	Iteration 34Q: 3 clusters Score -83990.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -83991.453125 Penalty: 677.479858
	Iteration 35Q: 3 clusters Score -83991.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -83992.750000 Penalty: 677.479858
	Iteration 36Q: 3 clusters Score -83992.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -83994.187500 Penalty: 677.479858
	Iteration 37Q: 3 clusters Score -83994.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -83994.671875 Penalty: 677.479858
	Iteration 38Q: 3 clusters Score -83994.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -83994.671875 Penalty: 677.479858
	Iteration 39F: 3 clusters Score -83994.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -108399.500000 Penalty: 353.101257
	Iteration 0F: 2 clusters Score -108399.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -106723.375000 Penalty: 706.202515
	Iteration 0F: 3 clusters Score -106723.4 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -107314.859375 Penalty: 706.202515
	Iteration 1F: 3 clusters Score -107314.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -107423.171875 Penalty: 706.202515
	Iteration 2F: 3 clusters Score -107423.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -107516.312500 Penalty: 706.202515
	Iteration 3F: 3 clusters Score -107516.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -107607.429688 Penalty: 706.202515
	Iteration 4F: 3 clusters Score -107607.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -107725.601562 Penalty: 706.202515
	Iteration 5F: 3 clusters Score -107725.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -107854.273438 Penalty: 706.202515
	Iteration 6Q: 3 clusters Score -107854.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -107971.148438 Penalty: 706.202515
	Iteration 7Q: 3 clusters Score -107971.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -108060.062500 Penalty: 706.202515
	Iteration 8Q: 3 clusters Score -108060.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -108104.539062 Penalty: 706.202515
	Iteration 9Q: 3 clusters Score -108104.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -108130.382812 Penalty: 706.202515
	Iteration 10Q: 3 clusters Score -108130.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -108145.664062 Penalty: 706.202515
	Iteration 11Q: 3 clusters Score -108145.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -108151.046875 Penalty: 706.202515
	Iteration 12Q: 3 clusters Score -108151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -108153.757812 Penalty: 706.202515
	Iteration 13Q: 3 clusters Score -108153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -108155.054688 Penalty: 706.202515
	Iteration 14Q: 3 clusters Score -108155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -108155.679688 Penalty: 706.202515
	Iteration 15Q: 3 clusters Score -108155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -108156.085938 Penalty: 706.202515
	Iteration 16Q: 3 clusters Score -108156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -108156.085938 Penalty: 706.202515
	Iteration 17F: 3 clusters Score -108156.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (96468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Entering Unmasked Estep 
Score: -4602205.000000 Penalty: 522.201965
	Iteration 0F: 2 clusters Score -4602205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -4536902.000000 Penalty: 1044.403931
	Iteration 0F: 3 clusters Score -4536902 nChanged 47024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -4565830.500000 Penalty: 1044.403931
	Iteration 1F: 3 clusters Score -4565830 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -4567389.000000 Penalty: 1044.403931
	Iteration 2Q: 3 clusters Score -4567389 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -4570033.000000 Penalty: 1044.403931
	Iteration 3F: 3 clusters Score -4570033 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -4574377.500000 Penalty: 1044.403931
	Iteration 4F: 3 clusters Score -4574378 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -4580513.500000 Penalty: 1044.403931
	Iteration 5F: 3 clusters Score -4580514 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -4586774.000000 Penalty: 1044.403931
	Iteration 6F: 3 clusters Score -4586774 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -4590899.500000 Penalty: 1044.403931
	Iteration 7F: 3 clusters Score -4590900 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -4593095.000000 Penalty: 1044.403931
	Iteration 8Q: 3 clusters Score -4593095 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -4594618.000000 Penalty: 1044.403931
	Iteration 9Q: 3 clusters Score -4594618 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -4595964.500000 Penalty: 1044.403931
	Iteration 10Q: 3 clusters Score -4595964 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -4597250.500000 Penalty: 1044.403931
	Iteration 11Q: 3 clusters Score -4597250 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -4598248.500000 Penalty: 1044.403931
	Iteration 12Q: 3 clusters Score -4598248 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -4598974.500000 Penalty: 1044.403931
	Iteration 13Q: 3 clusters Score -4598974 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -4599431.000000 Penalty: 1044.403931
	Iteration 14Q: 3 clusters Score -4599431 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -4599711.000000 Penalty: 1044.403931
	Iteration 15Q: 3 clusters Score -4599711 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -4599853.500000 Penalty: 1044.403931
	Iteration 16Q: 3 clusters Score -4599854 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -4599949.500000 Penalty: 1044.403931
	Iteration 17Q: 3 clusters Score -4599950 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -4600028.000000 Penalty: 1044.403931
	Iteration 18Q: 3 clusters Score -4600028 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -4600099.500000 Penalty: 1044.403931
	Iteration 19Q: 3 clusters Score -4600100 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -4600136.000000 Penalty: 1044.403931
	Iteration 20F: 3 clusters Score -4600136 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -4600193.000000 Penalty: 1044.403931
	Iteration 21Q: 3 clusters Score -4600193 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -4600227.000000 Penalty: 1044.403931
	Iteration 22Q: 3 clusters Score -4600227 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -4600260.500000 Penalty: 1044.403931
	Iteration 23Q: 3 clusters Score -4600260 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -4600281.000000 Penalty: 1044.403931
	Iteration 24Q: 3 clusters Score -4600281 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -4600327.500000 Penalty: 1044.403931
	Iteration 25Q: 3 clusters Score -4600328 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -4600366.000000 Penalty: 1044.403931
	Iteration 26Q: 3 clusters Score -4600366 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 85429 members 
Entering Unmasked Estep 
Score: -4600385.000000 Penalty: 1044.403931
	Iteration 27Q: 3 clusters Score -4600385 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 85727 members 
Entering Unmasked Estep 
Score: -4600425.000000 Penalty: 1044.403931
	Iteration 28Q: 3 clusters Score -4600425 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -4600455.000000 Penalty: 1044.403931
	Iteration 29Q: 3 clusters Score -4600455 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 86273 members 
Entering Unmasked Estep 
Score: -4600501.000000 Penalty: 1044.403931
	Iteration 30Q: 3 clusters Score -4600501 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -4600552.000000 Penalty: 1044.403931
	Iteration 31Q: 3 clusters Score -4600552 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -4600568.000000 Penalty: 1044.403931
	Iteration 32Q: 3 clusters Score -4600568 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 87122 members 
Entering Unmasked Estep 
Score: -4600626.500000 Penalty: 1044.403931
	Iteration 33Q: 3 clusters Score -4600626 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
Score: -4600671.500000 Penalty: 1044.403931
	Iteration 34Q: 3 clusters Score -4600672 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -4600722.500000 Penalty: 1044.403931
	Iteration 35Q: 3 clusters Score -4600722 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -4600783.000000 Penalty: 1044.403931
	Iteration 36Q: 3 clusters Score -4600783 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 88243 members 
Entering Unmasked Estep 
Score: -4600829.500000 Penalty: 1044.403931
	Iteration 37Q: 3 clusters Score -4600830 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -4600853.000000 Penalty: 1044.403931
	Iteration 38Q: 3 clusters Score -4600853 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -4600889.000000 Penalty: 1044.403931
	Iteration 39Q: 3 clusters Score -4600889 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -4600933.000000 Penalty: 1044.403931
	Iteration 40F: 3 clusters Score -4600933 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -4600968.500000 Penalty: 1044.403931
	Iteration 41Q: 3 clusters Score -4600968 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -4601026.000000 Penalty: 1044.403931
	Iteration 42Q: 3 clusters Score -4601026 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -4601071.000000 Penalty: 1044.403931
	Iteration 43Q: 3 clusters Score -4601071 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -4601096.000000 Penalty: 1044.403931
	Iteration 44Q: 3 clusters Score -4601096 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 90158 members 
Entering Unmasked Estep 
Score: -4601137.500000 Penalty: 1044.403931
	Iteration 45Q: 3 clusters Score -4601138 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 90342 members 
Entering Unmasked Estep 
Score: -4601174.500000 Penalty: 1044.403931
	Iteration 46Q: 3 clusters Score -4601174 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -4601188.500000 Penalty: 1044.403931
	Iteration 47Q: 3 clusters Score -4601188 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -4601194.000000 Penalty: 1044.403931
	Iteration 48Q: 3 clusters Score -4601194 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -4601199.000000 Penalty: 1044.403931
	Iteration 49Q: 3 clusters Score -4601199 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -4601209.000000 Penalty: 1044.403931
	Iteration 50Q: 3 clusters Score -4601209 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -4601234.500000 Penalty: 1044.403931
	Iteration 51Q: 3 clusters Score -4601234 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -4601251.000000 Penalty: 1044.403931
	Iteration 52Q: 3 clusters Score -4601251 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -4601286.500000 Penalty: 1044.403931
	Iteration 53Q: 3 clusters Score -4601286 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -4601292.500000 Penalty: 1044.403931
	Iteration 54Q: 3 clusters Score -4601292 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 91607 members 
Entering Unmasked Estep 
Score: -4601295.500000 Penalty: 1044.403931
	Iteration 55Q: 3 clusters Score -4601296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -4601295.000000 Penalty: 1044.403931
	Iteration 56Q: 3 clusters Score -4601295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 91802 members 
Entering Unmasked Estep 
Score: -4601300.000000 Penalty: 1044.403931
	Iteration 57Q: 3 clusters Score -4601300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 91889 members 
Entering Unmasked Estep 
Score: -4601322.000000 Penalty: 1044.403931
	Iteration 58Q: 3 clusters Score -4601322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -4601331.000000 Penalty: 1044.403931
	Iteration 59Q: 3 clusters Score -4601331 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -4601331.500000 Penalty: 1044.403931
	Iteration 60F: 3 clusters Score -4601332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -4601348.000000 Penalty: 1044.403931
	Iteration 61Q: 3 clusters Score -4601348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -4601347.000000 Penalty: 1044.403931
	Iteration 62Q: 3 clusters Score -4601347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -4601336.000000 Penalty: 1044.403931
	Iteration 63Q: 3 clusters Score -4601336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 92289 members 
Entering Unmasked Estep 
Score: -4601336.000000 Penalty: 1044.403931
	Iteration 64Q: 3 clusters Score -4601336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 92338 members 
Entering Unmasked Estep 
Score: -4601344.000000 Penalty: 1044.403931
	Iteration 65Q: 3 clusters Score -4601344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -4601344.500000 Penalty: 1044.403931
	Iteration 66Q: 3 clusters Score -4601344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 92448 members 
Entering Unmasked Estep 
Score: -4601342.000000 Penalty: 1044.403931
	Iteration 67Q: 3 clusters Score -4601342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -4601349.000000 Penalty: 1044.403931
	Iteration 68Q: 3 clusters Score -4601349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -4601357.000000 Penalty: 1044.403931
	Iteration 69Q: 3 clusters Score -4601357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -4601364.500000 Penalty: 1044.403931
	Iteration 70Q: 3 clusters Score -4601364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 92669 members 
Entering Unmasked Estep 
Score: -4601369.500000 Penalty: 1044.403931
	Iteration 71Q: 3 clusters Score -4601370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
Score: -4601367.500000 Penalty: 1044.403931
	Iteration 72Q: 3 clusters Score -4601368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -4601375.500000 Penalty: 1044.403931
	Iteration 73Q: 3 clusters Score -4601376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -4601373.000000 Penalty: 1044.403931
	Iteration 74Q: 3 clusters Score -4601373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 92808 members 
Entering Unmasked Estep 
Score: -4601376.500000 Penalty: 1044.403931
	Iteration 75Q: 3 clusters Score -4601376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 92838 members 
Entering Unmasked Estep 
Score: -4601384.500000 Penalty: 1044.403931
	Iteration 76Q: 3 clusters Score -4601384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 92866 members 
Entering Unmasked Estep 
Score: -4601380.500000 Penalty: 1044.403931
	Iteration 77Q: 3 clusters Score -4601380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -4601384.000000 Penalty: 1044.403931
	Iteration 78Q: 3 clusters Score -4601384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -4601383.500000 Penalty: 1044.403931
	Iteration 79Q: 3 clusters Score -4601384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -4601388.500000 Penalty: 1044.403931
	Iteration 80F: 3 clusters Score -4601388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 93007 members 
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Mstep: Class 1 contains 3439 members 
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Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 93110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3274 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 93213 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4601419 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 93256 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4601421 nChanged 19
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Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4601424 nChanged 25
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Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 93300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 93325 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4601433 nChanged 29
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Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 93350 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4601439 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4601447 nChanged 24
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Mstep: Class 1 contains 3040 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4601451 nChanged 27
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Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4601456 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 93481 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4601447 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4601446 nChanged 25
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Mstep: Class 1 contains 2940 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4601450 nChanged 37
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Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 93596 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4601457 nChanged 38
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Mstep: Class 1 contains 2834 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4601458 nChanged 34
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Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4601473 nChanged 41
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Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4601480 nChanged 38
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Mstep: Class 1 contains 2685 members 
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Mstep: Class 1 contains 2646 members 
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	Iteration 111Q: 3 clusters Score -4601491 nChanged 48
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Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 93870 members 
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	Iteration 112Q: 3 clusters Score -4601494 nChanged 41
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	Iteration 115Q: 3 clusters Score -4601526 nChanged 43
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	Iteration 116Q: 3 clusters Score -4601530 nChanged 43
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	Iteration 117Q: 3 clusters Score -4601532 nChanged 28
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Mstep: Class 1 contains 2353 members 
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	Iteration 118Q: 3 clusters Score -4601532 nChanged 29
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4601532 nChanged 25
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Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4601530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 94198 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4601539 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4601536 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 94253 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4601529 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 94276 members 
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	Iteration 124Q: 3 clusters Score -4601535 nChanged 26
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Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4601534 nChanged 27
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Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 94329 members 
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	Iteration 126Q: 3 clusters Score -4601539 nChanged 29
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Mstep: Class 1 contains 2110 members 
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	Iteration 127Q: 3 clusters Score -4601536 nChanged 18
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Mstep: Class 1 contains 2092 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4601538 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2077 members 
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	Iteration 129Q: 3 clusters Score -4601544 nChanged 18
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	Iteration 130Q: 3 clusters Score -4601545 nChanged 19
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	Iteration 131Q: 3 clusters Score -4601552 nChanged 18
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	Iteration 132Q: 3 clusters Score -4601556 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1999 members 
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	Iteration 133Q: 3 clusters Score -4601556 nChanged 21
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	Iteration 134Q: 3 clusters Score -4601556 nChanged 14
Entering Unmasked Mstep 
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	Iteration 135Q: 3 clusters Score -4601553 nChanged 18
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	Iteration 136Q: 3 clusters Score -4601557 nChanged 14
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	Iteration 137Q: 3 clusters Score -4601558 nChanged 14
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Mstep: Class 1 contains 1918 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4601566 nChanged 10
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	Iteration 139Q: 3 clusters Score -4601568 nChanged 13
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Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 94573 members 
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	Iteration 140F: 3 clusters Score -4601565 nChanged 18
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Mstep: Class 1 contains 1877 members 
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	Iteration 141Q: 3 clusters Score -4601568 nChanged 12
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	Iteration 142Q: 3 clusters Score -4601568 nChanged 15
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Mstep: Class 1 contains 1850 members 
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	Iteration 143Q: 3 clusters Score -4601565 nChanged 10
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Mstep: Class 1 contains 1840 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4601564 nChanged 11
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Mstep: Class 1 contains 1831 members 
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	Iteration 145Q: 3 clusters Score -4601568 nChanged 19
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Mstep: Class 1 contains 1812 members 
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	Iteration 146Q: 3 clusters Score -4601567 nChanged 12
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Mstep: Class 1 contains 1800 members 
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	Iteration 147Q: 3 clusters Score -4601568 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1785 members 
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	Iteration 148Q: 3 clusters Score -4601566 nChanged 25
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	Iteration 149Q: 3 clusters Score -4601570 nChanged 19
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Mstep: Class 1 contains 1743 members 
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	Iteration 150Q: 3 clusters Score -4601565 nChanged 13
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Mstep: Class 1 contains 1730 members 
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	Iteration 151Q: 3 clusters Score -4601564 nChanged 17
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	Iteration 152Q: 3 clusters Score -4601564 nChanged 19
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Mstep: Class 1 contains 1696 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4601570 nChanged 22
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Mstep: Class 1 contains 1674 members 
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	Iteration 154Q: 3 clusters Score -4601574 nChanged 12
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	Iteration 155Q: 3 clusters Score -4601572 nChanged 11
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	Iteration 156Q: 3 clusters Score -4601575 nChanged 14
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	Iteration 157Q: 3 clusters Score -4601579 nChanged 18
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4601582 nChanged 17
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	Iteration 159Q: 3 clusters Score -4601580 nChanged 24
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	Iteration 160F: 3 clusters Score -4601582 nChanged 31
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4601591 nChanged 26
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	Iteration 162Q: 3 clusters Score -4601600 nChanged 28
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	Iteration 163Q: 3 clusters Score -4601607 nChanged 26
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	Iteration 164Q: 3 clusters Score -4601614 nChanged 25
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	Iteration 165Q: 3 clusters Score -4601625 nChanged 16
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	Iteration 166Q: 3 clusters Score -4601614 nChanged 13
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	Iteration 167Q: 3 clusters Score -4601623 nChanged 11
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	Iteration 168Q: 3 clusters Score -4601622 nChanged 14
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	Iteration 169Q: 3 clusters Score -4601624 nChanged 19
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	Iteration 170Q: 3 clusters Score -4601634 nChanged 21
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	Iteration 171Q: 3 clusters Score -4601637 nChanged 20
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	Iteration 172Q: 3 clusters Score -4601642 nChanged 18
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	Iteration 173Q: 3 clusters Score -4601644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -4601646.500000 Penalty: 1044.403931
	Iteration 174Q: 3 clusters Score -4601646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -4601650.000000 Penalty: 1044.403931
	Iteration 175Q: 3 clusters Score -4601650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -4601655.000000 Penalty: 1044.403931
	Iteration 176Q: 3 clusters Score -4601655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -4601651.500000 Penalty: 1044.403931
	Iteration 177Q: 3 clusters Score -4601652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -4601653.000000 Penalty: 1044.403931
	Iteration 178Q: 3 clusters Score -4601653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -4601656.500000 Penalty: 1044.403931
	Iteration 179Q: 3 clusters Score -4601656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 95226 members 
Entering Unmasked Estep 
Score: -4601657.500000 Penalty: 1044.403931
	Iteration 180F: 3 clusters Score -4601658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -4601657.000000 Penalty: 1044.403931
	Iteration 181Q: 3 clusters Score -4601657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -4601657.500000 Penalty: 1044.403931
	Iteration 182Q: 3 clusters Score -4601658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -4601657.500000 Penalty: 1044.403931
	Iteration 183Q: 3 clusters Score -4601658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -4601656.500000 Penalty: 1044.403931
	Iteration 184Q: 3 clusters Score -4601656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -4601656.000000 Penalty: 1044.403931
	Iteration 185Q: 3 clusters Score -4601656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -4601659.000000 Penalty: 1044.403931
	Iteration 186Q: 3 clusters Score -4601659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -4601659.000000 Penalty: 1044.403931
	Iteration 187Q: 3 clusters Score -4601659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -4601657.500000 Penalty: 1044.403931
	Iteration 188Q: 3 clusters Score -4601658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -4601655.500000 Penalty: 1044.403931
	Iteration 189Q: 3 clusters Score -4601656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 95277 members 
Entering Unmasked Estep 
Score: -4601656.000000 Penalty: 1044.403931
	Iteration 190Q: 3 clusters Score -4601656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -4601659.000000 Penalty: 1044.403931
	Iteration 191Q: 3 clusters Score -4601659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 95288 members 
Entering Unmasked Estep 
Score: -4601661.500000 Penalty: 1044.403931
	Iteration 192Q: 3 clusters Score -4601662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 95290 members 
Entering Unmasked Estep 
Score: -4601661.500000 Penalty: 1044.403931
	Iteration 193Q: 3 clusters Score -4601662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 95290 members 
Entering Unmasked Estep 
Score: -4601661.500000 Penalty: 1044.403931
	Iteration 194F: 3 clusters Score -4601662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (216349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216349 members 
Entering Unmasked Estep 
Score: -10187095.000000 Penalty: 558.951477
	Iteration 0F: 2 clusters Score -1.01871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Mstep: Class 2 contains 108166 members 
Entering Unmasked Estep 
Score: -10042149.000000 Penalty: 1117.902954
	Iteration 0F: 3 clusters Score -1.004215e+07 nChanged 106705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105796 members 
Mstep: Class 2 contains 110553 members 
Entering Unmasked Estep 
Score: -10106476.000000 Penalty: 1117.902954
	Iteration 1F: 3 clusters Score -1.010648e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 112931 members 
Entering Unmasked Estep 
Score: -10108387.000000 Penalty: 1117.902954
	Iteration 2Q: 3 clusters Score -1.010839e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 116235 members 
Entering Unmasked Estep 
Score: -10111086.000000 Penalty: 1117.902954
	Iteration 3Q: 3 clusters Score -1.011109e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95783 members 
Mstep: Class 2 contains 120566 members 
Entering Unmasked Estep 
Score: -10115013.000000 Penalty: 1117.902954
	Iteration 4Q: 3 clusters Score -1.011501e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 125923 members 
Entering Unmasked Estep 
Score: -10121255.000000 Penalty: 1117.902954
	Iteration 5F: 3 clusters Score -1.012126e+07 nChanged 12642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 132053 members 
Entering Unmasked Estep 
Score: -10130434.000000 Penalty: 1117.902954
	Iteration 6F: 3 clusters Score -1.013043e+07 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 137788 members 
Entering Unmasked Estep 
Score: -10142586.000000 Penalty: 1117.902954
	Iteration 7F: 3 clusters Score -1.014259e+07 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74657 members 
Mstep: Class 2 contains 141692 members 
Entering Unmasked Estep 
Score: -10152000.000000 Penalty: 1117.902954
	Iteration 8F: 3 clusters Score -1.0152e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 144619 members 
Entering Unmasked Estep 
Score: -10155925.000000 Penalty: 1117.902954
	Iteration 9Q: 3 clusters Score -1.015592e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -10157630.000000 Penalty: 1117.902954
	Iteration 10Q: 3 clusters Score -1.015763e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 150796 members 
Entering Unmasked Estep 
Score: -10158791.000000 Penalty: 1117.902954
	Iteration 11Q: 3 clusters Score -1.015879e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 154248 members 
Entering Unmasked Estep 
Score: -10160025.000000 Penalty: 1117.902954
	Iteration 12Q: 3 clusters Score -1.016002e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 157850 members 
Entering Unmasked Estep 
Score: -10161416.000000 Penalty: 1117.902954
	Iteration 13Q: 3 clusters Score -1.016142e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 161407 members 
Entering Unmasked Estep 
Score: -10162753.000000 Penalty: 1117.902954
	Iteration 14Q: 3 clusters Score -1.016275e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 165195 members 
Entering Unmasked Estep 
Score: -10164168.000000 Penalty: 1117.902954
	Iteration 15Q: 3 clusters Score -1.016417e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 169167 members 
Entering Unmasked Estep 
Score: -10165754.000000 Penalty: 1117.902954
	Iteration 16Q: 3 clusters Score -1.016575e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 173310 members 
Entering Unmasked Estep 
Score: -10167403.000000 Penalty: 1117.902954
	Iteration 17Q: 3 clusters Score -1.01674e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 177394 members 
Entering Unmasked Estep 
Score: -10169018.000000 Penalty: 1117.902954
	Iteration 18Q: 3 clusters Score -1.016902e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 181569 members 
Entering Unmasked Estep 
Score: -10170765.000000 Penalty: 1117.902954
	Iteration 19Q: 3 clusters Score -1.017076e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 185683 members 
Entering Unmasked Estep 
Score: -10172560.000000 Penalty: 1117.902954
	Iteration 20F: 3 clusters Score -1.017256e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 189544 members 
Entering Unmasked Estep 
Score: -10174292.000000 Penalty: 1117.902954
	Iteration 21Q: 3 clusters Score -1.017429e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 193116 members 
Entering Unmasked Estep 
Score: -10175859.000000 Penalty: 1117.902954
	Iteration 22Q: 3 clusters Score -1.017586e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 196431 members 
Entering Unmasked Estep 
Score: -10177371.000000 Penalty: 1117.902954
	Iteration 23Q: 3 clusters Score -1.017737e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 199579 members 
Entering Unmasked Estep 
Score: -10178891.000000 Penalty: 1117.902954
	Iteration 24Q: 3 clusters Score -1.017889e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 202531 members 
Entering Unmasked Estep 
Score: -10180587.000000 Penalty: 1117.902954
	Iteration 25Q: 3 clusters Score -1.018059e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 205362 members 
Entering Unmasked Estep 
Score: -10182183.000000 Penalty: 1117.902954
	Iteration 26Q: 3 clusters Score -1.018218e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 207931 members 
Entering Unmasked Estep 
Score: -10183608.000000 Penalty: 1117.902954
	Iteration 27Q: 3 clusters Score -1.018361e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 210106 members 
Entering Unmasked Estep 
Score: -10184578.000000 Penalty: 1117.902954
	Iteration 28Q: 3 clusters Score -1.018458e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 211851 members 
Entering Unmasked Estep 
Score: -10185344.000000 Penalty: 1117.902954
	Iteration 29Q: 3 clusters Score -1.018534e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 213175 members 
Entering Unmasked Estep 
Score: -10185945.000000 Penalty: 1117.902954
	Iteration 30Q: 3 clusters Score -1.018594e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 214079 members 
Entering Unmasked Estep 
Score: -10186290.000000 Penalty: 1117.902954
	Iteration 31Q: 3 clusters Score -1.018629e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 214658 members 
Entering Unmasked Estep 
Score: -10186455.000000 Penalty: 1117.902954
	Iteration 32Q: 3 clusters Score -1.018646e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 215056 members 
Entering Unmasked Estep 
Score: -10186532.000000 Penalty: 1117.902954
	Iteration 33Q: 3 clusters Score -1.018653e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 215327 members 
Entering Unmasked Estep 
Score: -10186590.000000 Penalty: 1117.902954
	Iteration 34Q: 3 clusters Score -1.018659e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 215503 members 
Entering Unmasked Estep 
Score: -10186635.000000 Penalty: 1117.902954
	Iteration 35Q: 3 clusters Score -1.018664e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 215626 members 
Entering Unmasked Estep 
Score: -10186670.000000 Penalty: 1117.902954
	Iteration 36Q: 3 clusters Score -1.018667e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 215718 members 
Entering Unmasked Estep 
Score: -10186672.000000 Penalty: 1117.902954
	Iteration 37Q: 3 clusters Score -1.018667e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 215780 members 
Entering Unmasked Estep 
Score: -10186685.000000 Penalty: 1117.902954
	Iteration 38Q: 3 clusters Score -1.018668e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 215820 members 
Entering Unmasked Estep 
Score: -10186685.000000 Penalty: 1117.902954
	Iteration 39Q: 3 clusters Score -1.018668e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 215854 members 
Entering Unmasked Estep 
Score: -10186672.000000 Penalty: 1117.902954
	Iteration 40F: 3 clusters Score -1.018667e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 215882 members 
Entering Unmasked Estep 
Score: -10186691.000000 Penalty: 1117.902954
	Iteration 41Q: 3 clusters Score -1.018669e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 215903 members 
Entering Unmasked Estep 
Score: -10186683.000000 Penalty: 1117.902954
	Iteration 42Q: 3 clusters Score -1.018668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 215920 members 
Entering Unmasked Estep 
Score: -10186682.000000 Penalty: 1117.902954
	Iteration 43Q: 3 clusters Score -1.018668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 215933 members 
Entering Unmasked Estep 
Score: -10186683.000000 Penalty: 1117.902954
	Iteration 44Q: 3 clusters Score -1.018668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 215945 members 
Entering Unmasked Estep 
Score: -10186677.000000 Penalty: 1117.902954
	Iteration 45Q: 3 clusters Score -1.018668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 215959 members 
Entering Unmasked Estep 
Score: -10186671.000000 Penalty: 1117.902954
	Iteration 46Q: 3 clusters Score -1.018667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 215976 members 
Entering Unmasked Estep 
Score: -10186671.000000 Penalty: 1117.902954
	Iteration 47Q: 3 clusters Score -1.018667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 215994 members 
Entering Unmasked Estep 
Score: -10186675.000000 Penalty: 1117.902954
	Iteration 48Q: 3 clusters Score -1.018668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 216004 members 
Entering Unmasked Estep 
Score: -10186678.000000 Penalty: 1117.902954
	Iteration 49Q: 3 clusters Score -1.018668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 216014 members 
Entering Unmasked Estep 
Score: -10186677.000000 Penalty: 1117.902954
	Iteration 50Q: 3 clusters Score -1.018668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 216019 members 
Entering Unmasked Estep 
Score: -10186678.000000 Penalty: 1117.902954
	Iteration 51Q: 3 clusters Score -1.018668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 216023 members 
Entering Unmasked Estep 
Score: -10186671.000000 Penalty: 1117.902954
	Iteration 52Q: 3 clusters Score -1.018667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216025 members 
Entering Unmasked Estep 
Score: -10186671.000000 Penalty: 1117.902954
	Iteration 53Q: 3 clusters Score -1.018667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 216026 members 
Entering Unmasked Estep 
Score: -10186678.000000 Penalty: 1117.902954
	Iteration 54Q: 3 clusters Score -1.018668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216025 members 
Entering Unmasked Estep 
Score: -10186674.000000 Penalty: 1117.902954
	Iteration 55Q: 3 clusters Score -1.018667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 216026 members 
Entering Unmasked Estep 
Score: -10186678.000000 Penalty: 1117.902954
	Iteration 56Q: 3 clusters Score -1.018668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 216029 members 
Entering Unmasked Estep 
Score: -10186679.000000 Penalty: 1117.902954
	Iteration 57Q: 3 clusters Score -1.018668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 216032 members 
Entering Unmasked Estep 
Score: -10186675.000000 Penalty: 1117.902954
	Iteration 58Q: 3 clusters Score -1.018668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 216033 members 
Entering Unmasked Estep 
Score: -10186672.000000 Penalty: 1117.902954
	Iteration 59Q: 3 clusters Score -1.018667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 216033 members 
Entering Unmasked Estep 
Score: -10186672.000000 Penalty: 1117.902954
	Iteration 60F: 3 clusters Score -1.018667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -141854.890625 Penalty: 360.031921
	Iteration 0F: 2 clusters Score -141854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -139924.359375 Penalty: 720.063843
	Iteration 0F: 3 clusters Score -139924.4 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -140695.359375 Penalty: 720.063843
	Iteration 1F: 3 clusters Score -140695.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -140866.187500 Penalty: 720.063843
	Iteration 2F: 3 clusters Score -140866.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -141047.296875 Penalty: 720.063843
	Iteration 3F: 3 clusters Score -141047.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -141174.453125 Penalty: 720.063843
	Iteration 4F: 3 clusters Score -141174.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141281.140625 Penalty: 720.063843
	Iteration 5Q: 3 clusters Score -141281.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -141348.500000 Penalty: 720.063843
	Iteration 6Q: 3 clusters Score -141348.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -141381.250000 Penalty: 720.063843
	Iteration 7Q: 3 clusters Score -141381.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -141408.750000 Penalty: 720.063843
	Iteration 8Q: 3 clusters Score -141408.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -141432.437500 Penalty: 720.063843
	Iteration 9Q: 3 clusters Score -141432.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -141448.625000 Penalty: 720.063843
	Iteration 10Q: 3 clusters Score -141448.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -141465.062500 Penalty: 720.063843
	Iteration 11Q: 3 clusters Score -141465.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -141479.234375 Penalty: 720.063843
	Iteration 12Q: 3 clusters Score -141479.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -141492.406250 Penalty: 720.063843
	Iteration 13Q: 3 clusters Score -141492.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -141501.328125 Penalty: 720.063843
	Iteration 14Q: 3 clusters Score -141501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -141506.593750 Penalty: 720.063843
	Iteration 15Q: 3 clusters Score -141506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -141511.453125 Penalty: 720.063843
	Iteration 16Q: 3 clusters Score -141511.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -141514.046875 Penalty: 720.063843
	Iteration 17Q: 3 clusters Score -141514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -141514.343750 Penalty: 720.063843
	Iteration 18Q: 3 clusters Score -141514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -141514.343750 Penalty: 720.063843
	Iteration 19F: 3 clusters Score -141514.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -55884.734375 Penalty: 327.141479
	Iteration 0F: 2 clusters Score -55884.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -54873.011719 Penalty: 654.282959
	Iteration 0F: 3 clusters Score -54873.01 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -55161.359375 Penalty: 654.282959
	Iteration 1F: 3 clusters Score -55161.36 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -55220.089844 Penalty: 654.282959
	Iteration 2F: 3 clusters Score -55220.09 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -55254.734375 Penalty: 654.282959
	Iteration 3F: 3 clusters Score -55254.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -55278.980469 Penalty: 654.282959
	Iteration 4Q: 3 clusters Score -55278.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -55302.597656 Penalty: 654.282959
	Iteration 5Q: 3 clusters Score -55302.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -55323.601562 Penalty: 654.282959
	Iteration 6Q: 3 clusters Score -55323.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -55337.992188 Penalty: 654.282959
	Iteration 7Q: 3 clusters Score -55337.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -55353.675781 Penalty: 654.282959
	Iteration 8Q: 3 clusters Score -55353.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -55377.242188 Penalty: 654.282959
	Iteration 9Q: 3 clusters Score -55377.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -55397.437500 Penalty: 654.282959
	Iteration 10Q: 3 clusters Score -55397.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -55420.722656 Penalty: 654.282959
	Iteration 11Q: 3 clusters Score -55420.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -55444.210938 Penalty: 654.282959
	Iteration 12Q: 3 clusters Score -55444.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -55463.031250 Penalty: 654.282959
	Iteration 13Q: 3 clusters Score -55463.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -55478.742188 Penalty: 654.282959
	Iteration 14Q: 3 clusters Score -55478.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -55490.617188 Penalty: 654.282959
	Iteration 15Q: 3 clusters Score -55490.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -55499.750000 Penalty: 654.282959
	Iteration 16Q: 3 clusters Score -55499.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -55510.828125 Penalty: 654.282959
	Iteration 17Q: 3 clusters Score -55510.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -55520.820312 Penalty: 654.282959
	Iteration 18Q: 3 clusters Score -55520.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -55528.042969 Penalty: 654.282959
	Iteration 19Q: 3 clusters Score -55528.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -55534.945312 Penalty: 654.282959
	Iteration 20F: 3 clusters Score -55534.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -55543.734375 Penalty: 654.282959
	Iteration 21Q: 3 clusters Score -55543.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -55558.585938 Penalty: 654.282959
	Iteration 22Q: 3 clusters Score -55558.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -55568.210938 Penalty: 654.282959
	Iteration 23Q: 3 clusters Score -55568.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -55573.324219 Penalty: 654.282959
	Iteration 24Q: 3 clusters Score -55573.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -55575.980469 Penalty: 654.282959
	Iteration 25Q: 3 clusters Score -55575.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -55580.511719 Penalty: 654.282959
	Iteration 26Q: 3 clusters Score -55580.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -55583.515625 Penalty: 654.282959
	Iteration 27Q: 3 clusters Score -55583.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -55583.921875 Penalty: 654.282959
	Iteration 28Q: 3 clusters Score -55583.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -55584.371094 Penalty: 654.282959
	Iteration 29Q: 3 clusters Score -55584.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -55586.210938 Penalty: 654.282959
	Iteration 30Q: 3 clusters Score -55586.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -55586.628906 Penalty: 654.282959
	Iteration 31Q: 3 clusters Score -55586.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -55586.628906 Penalty: 654.282959
	Iteration 32F: 3 clusters Score -55586.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -17248.863281 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -17248.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16833.515625 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -16833.52 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17005.796875 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -17005.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17088.583984 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -17088.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17118.500000 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -17118.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17144.748047 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -17144.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17164.744141 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -17164.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17175.818359 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -17175.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17180.085938 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -17180.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17188.140625 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -17188.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17196.181641 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -17196.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17201.007812 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -17201.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17201.859375 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -17201.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17202.699219 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -17202.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17202.699219 Penalty: 542.919373
	Iteration 13F: 3 clusters Score -17202.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Entering Unmasked Estep 
Score: -413102.343750 Penalty: 408.442932
	Iteration 0F: 2 clusters Score -413102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -407761.531250 Penalty: 816.885864
	Iteration 0F: 3 clusters Score -407761.5 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -409836.375000 Penalty: 816.885864
	Iteration 1F: 3 clusters Score -409836.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -410085.625000 Penalty: 816.885864
	Iteration 2F: 3 clusters Score -410085.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -410433.812500 Penalty: 816.885864
	Iteration 3F: 3 clusters Score -410433.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -410931.906250 Penalty: 816.885864
	Iteration 4F: 3 clusters Score -410931.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -411549.156250 Penalty: 816.885864
	Iteration 5F: 3 clusters Score -411549.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -412115.218750 Penalty: 816.885864
	Iteration 6F: 3 clusters Score -412115.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -412492.156250 Penalty: 816.885864
	Iteration 7Q: 3 clusters Score -412492.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -412655.125000 Penalty: 816.885864
	Iteration 8Q: 3 clusters Score -412655.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -412712.187500 Penalty: 816.885864
	Iteration 9Q: 3 clusters Score -412712.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -412725.625000 Penalty: 816.885864
	Iteration 10Q: 3 clusters Score -412725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -412730.625000 Penalty: 816.885864
	Iteration 11Q: 3 clusters Score -412730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -412731.437500 Penalty: 816.885864
	Iteration 12Q: 3 clusters Score -412731.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -412731.437500 Penalty: 816.885864
	Iteration 13F: 3 clusters Score -412731.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -79229.710938 Penalty: 337.005341
	Iteration 0F: 2 clusters Score -79229.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -78000.000000 Penalty: 674.010681
	Iteration 0F: 3 clusters Score -78000 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -78362.890625 Penalty: 674.010681
	Iteration 1F: 3 clusters Score -78362.89 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -78416.750000 Penalty: 674.010681
	Iteration 2F: 3 clusters Score -78416.75 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -78467.867188 Penalty: 674.010681
	Iteration 3F: 3 clusters Score -78467.87 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -78517.187500 Penalty: 674.010681
	Iteration 4Q: 3 clusters Score -78517.19 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -78555.718750 Penalty: 674.010681
	Iteration 5Q: 3 clusters Score -78555.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -78586.476562 Penalty: 674.010681
	Iteration 6Q: 3 clusters Score -78586.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -78607.054688 Penalty: 674.010681
	Iteration 7Q: 3 clusters Score -78607.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -78627.460938 Penalty: 674.010681
	Iteration 8Q: 3 clusters Score -78627.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -78645.070312 Penalty: 674.010681
	Iteration 9Q: 3 clusters Score -78645.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -78661.257812 Penalty: 674.010681
	Iteration 10Q: 3 clusters Score -78661.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -78680.187500 Penalty: 674.010681
	Iteration 11Q: 3 clusters Score -78680.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78703.632812 Penalty: 674.010681
	Iteration 12Q: 3 clusters Score -78703.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78732.078125 Penalty: 674.010681
	Iteration 13Q: 3 clusters Score -78732.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78748.406250 Penalty: 674.010681
	Iteration 14Q: 3 clusters Score -78748.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78757.289062 Penalty: 674.010681
	Iteration 15Q: 3 clusters Score -78757.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78761.054688 Penalty: 674.010681
	Iteration 16Q: 3 clusters Score -78761.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78765.062500 Penalty: 674.010681
	Iteration 17Q: 3 clusters Score -78765.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78769.960938 Penalty: 674.010681
	Iteration 18Q: 3 clusters Score -78769.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78775.195312 Penalty: 674.010681
	Iteration 19Q: 3 clusters Score -78775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78780.843750 Penalty: 674.010681
	Iteration 20F: 3 clusters Score -78780.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78786.359375 Penalty: 674.010681
	Iteration 21Q: 3 clusters Score -78786.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78791.273438 Penalty: 674.010681
	Iteration 22Q: 3 clusters Score -78791.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78798.046875 Penalty: 674.010681
	Iteration 23Q: 3 clusters Score -78798.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -78810.062500 Penalty: 674.010681
	Iteration 24Q: 3 clusters Score -78810.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78818.421875 Penalty: 674.010681
	Iteration 25Q: 3 clusters Score -78818.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78821.632812 Penalty: 674.010681
	Iteration 26Q: 3 clusters Score -78821.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78824.539062 Penalty: 674.010681
	Iteration 27Q: 3 clusters Score -78824.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78830.968750 Penalty: 674.010681
	Iteration 28Q: 3 clusters Score -78830.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -78839.937500 Penalty: 674.010681
	Iteration 29Q: 3 clusters Score -78839.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -78847.937500 Penalty: 674.010681
	Iteration 30Q: 3 clusters Score -78847.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -78853.945312 Penalty: 674.010681
	Iteration 31Q: 3 clusters Score -78853.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78858.281250 Penalty: 674.010681
	Iteration 32Q: 3 clusters Score -78858.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -78865.523438 Penalty: 674.010681
	Iteration 33Q: 3 clusters Score -78865.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -78874.476562 Penalty: 674.010681
	Iteration 34Q: 3 clusters Score -78874.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -78881.601562 Penalty: 674.010681
	Iteration 35Q: 3 clusters Score -78881.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -78890.039062 Penalty: 674.010681
	Iteration 36Q: 3 clusters Score -78890.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -78894.156250 Penalty: 674.010681
	Iteration 37Q: 3 clusters Score -78894.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -78897.203125 Penalty: 674.010681
	Iteration 38Q: 3 clusters Score -78897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -78901.437500 Penalty: 674.010681
	Iteration 39Q: 3 clusters Score -78901.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -78904.265625 Penalty: 674.010681
	Iteration 40F: 3 clusters Score -78904.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -78905.320312 Penalty: 674.010681
	Iteration 41Q: 3 clusters Score -78905.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -78905.750000 Penalty: 674.010681
	Iteration 42Q: 3 clusters Score -78905.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -78905.820312 Penalty: 674.010681
	Iteration 43Q: 3 clusters Score -78905.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -78905.820312 Penalty: 674.010681
	Iteration 44F: 3 clusters Score -78905.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -39983.285156 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -39983.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -39304.976562 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -39304.98 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -39477.144531 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -39477.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39507.054688 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -39507.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -39534.421875 Penalty: 606.693054
	Iteration 3F: 3 clusters Score -39534.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -39551.035156 Penalty: 606.693054
	Iteration 4Q: 3 clusters Score -39551.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39558.191406 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -39558.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -39561.609375 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -39561.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39565.773438 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -39565.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39570.757812 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -39570.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39575.804688 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -39575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39577.230469 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -39577.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39578.097656 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -39578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39579.378906 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -39579.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39580.074219 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -39580.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39581.011719 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -39581.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -39581.335938 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -39581.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39581.714844 Penalty: 606.693054
	Iteration 16Q: 3 clusters Score -39581.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39581.914062 Penalty: 606.693054
	Iteration 17Q: 3 clusters Score -39581.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39582.285156 Penalty: 606.693054
	Iteration 18Q: 3 clusters Score -39582.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39582.285156 Penalty: 606.693054
	Iteration 19F: 3 clusters Score -39582.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -86445.328125 Penalty: 345.199554
	Iteration 0F: 2 clusters Score -86445.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -84973.937500 Penalty: 690.399109
	Iteration 0F: 3 clusters Score -84973.94 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -85435.687500 Penalty: 690.399109
	Iteration 1F: 3 clusters Score -85435.69 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -85560.500000 Penalty: 690.399109
	Iteration 2F: 3 clusters Score -85560.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -85671.617188 Penalty: 690.399109
	Iteration 3F: 3 clusters Score -85671.62 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -85780.679688 Penalty: 690.399109
	Iteration 4F: 3 clusters Score -85780.68 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -85877.320312 Penalty: 690.399109
	Iteration 5F: 3 clusters Score -85877.32 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -85962.648438 Penalty: 690.399109
	Iteration 6F: 3 clusters Score -85962.65 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -86034.945312 Penalty: 690.399109
	Iteration 7F: 3 clusters Score -86034.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -86088.781250 Penalty: 690.399109
	Iteration 8Q: 3 clusters Score -86088.78 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -86135.351562 Penalty: 690.399109
	Iteration 9Q: 3 clusters Score -86135.35 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -86173.773438 Penalty: 690.399109
	Iteration 10Q: 3 clusters Score -86173.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -86201.000000 Penalty: 690.399109
	Iteration 11Q: 3 clusters Score -86201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -86218.062500 Penalty: 690.399109
	Iteration 12Q: 3 clusters Score -86218.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -86226.859375 Penalty: 690.399109
	Iteration 13Q: 3 clusters Score -86226.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -86231.359375 Penalty: 690.399109
	Iteration 14Q: 3 clusters Score -86231.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -86234.476562 Penalty: 690.399109
	Iteration 15Q: 3 clusters Score -86234.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -86238.296875 Penalty: 690.399109
	Iteration 16Q: 3 clusters Score -86238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -86239.367188 Penalty: 690.399109
	Iteration 17Q: 3 clusters Score -86239.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -86240.179688 Penalty: 690.399109
	Iteration 18Q: 3 clusters Score -86240.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -86240.617188 Penalty: 690.399109
	Iteration 19Q: 3 clusters Score -86240.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -86241.132812 Penalty: 690.399109
	Iteration 20F: 3 clusters Score -86241.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -86241.343750 Penalty: 690.399109
	Iteration 21Q: 3 clusters Score -86241.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -86241.343750 Penalty: 690.399109
	Iteration 22F: 3 clusters Score -86241.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -100083.843750 Penalty: 346.540894
	Iteration 0F: 2 clusters Score -100083.8 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 978 members 
Entering Unmasked Estep 
Score: -98628.476562 Penalty: 693.081787
	Iteration 0F: 3 clusters Score -98628.48 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -99171.281250 Penalty: 693.081787
	Iteration 1F: 3 clusters Score -99171.28 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -99272.914062 Penalty: 693.081787
	Iteration 2F: 3 clusters Score -99272.91 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -99379.453125 Penalty: 693.081787
	Iteration 3F: 3 clusters Score -99379.45 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99503.976562 Penalty: 693.081787
	Iteration 4F: 3 clusters Score -99503.98 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -99615.023438 Penalty: 693.081787
	Iteration 5F: 3 clusters Score -99615.02 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -99767.312500 Penalty: 693.081787
	Iteration 6F: 3 clusters Score -99767.31 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99880.710938 Penalty: 693.081787
	Iteration 7Q: 3 clusters Score -99880.71 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -99945.570312 Penalty: 693.081787
	Iteration 8Q: 3 clusters Score -99945.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99982.625000 Penalty: 693.081787
	Iteration 9Q: 3 clusters Score -99982.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99990.367188 Penalty: 693.081787
	Iteration 10Q: 3 clusters Score -99990.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99996.679688 Penalty: 693.081787
	Iteration 11Q: 3 clusters Score -99996.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100001.929688 Penalty: 693.081787
	Iteration 12Q: 3 clusters Score -100001.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100003.890625 Penalty: 693.081787
	Iteration 13Q: 3 clusters Score -100003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100006.375000 Penalty: 693.081787
	Iteration 14Q: 3 clusters Score -100006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100008.906250 Penalty: 693.081787
	Iteration 15Q: 3 clusters Score -100008.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100012.171875 Penalty: 693.081787
	Iteration 16Q: 3 clusters Score -100012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100014.687500 Penalty: 693.081787
	Iteration 17Q: 3 clusters Score -100014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100015.570312 Penalty: 693.081787
	Iteration 18Q: 3 clusters Score -100015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100015.570312 Penalty: 693.081787
	Iteration 19F: 3 clusters Score -100015.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -112602.984375 Penalty: 351.482422
	Iteration 0F: 2 clusters Score -112603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -110970.039062 Penalty: 702.964844
	Iteration 0F: 3 clusters Score -110970 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -111496.882812 Penalty: 702.964844
	Iteration 1F: 3 clusters Score -111496.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -111589.484375 Penalty: 702.964844
	Iteration 2F: 3 clusters Score -111589.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -111683.593750 Penalty: 702.964844
	Iteration 3F: 3 clusters Score -111683.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -111785.109375 Penalty: 702.964844
	Iteration 4F: 3 clusters Score -111785.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -111903.515625 Penalty: 702.964844
	Iteration 5F: 3 clusters Score -111903.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -112066.710938 Penalty: 702.964844
	Iteration 6F: 3 clusters Score -112066.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -112198.976562 Penalty: 702.964844
	Iteration 7F: 3 clusters Score -112199 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -112290.281250 Penalty: 702.964844
	Iteration 8F: 3 clusters Score -112290.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -112331.656250 Penalty: 702.964844
	Iteration 9Q: 3 clusters Score -112331.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -112345.351562 Penalty: 702.964844
	Iteration 10Q: 3 clusters Score -112345.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -112354.406250 Penalty: 702.964844
	Iteration 11Q: 3 clusters Score -112354.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -112360.320312 Penalty: 702.964844
	Iteration 12Q: 3 clusters Score -112360.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -112364.625000 Penalty: 702.964844
	Iteration 13Q: 3 clusters Score -112364.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -112368.031250 Penalty: 702.964844
	Iteration 14Q: 3 clusters Score -112368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -112371.250000 Penalty: 702.964844
	Iteration 15Q: 3 clusters Score -112371.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -112374.687500 Penalty: 702.964844
	Iteration 16Q: 3 clusters Score -112374.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -112376.843750 Penalty: 702.964844
	Iteration 17Q: 3 clusters Score -112376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -112378.515625 Penalty: 702.964844
	Iteration 18Q: 3 clusters Score -112378.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -112379.125000 Penalty: 702.964844
	Iteration 19Q: 3 clusters Score -112379.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -112379.859375 Penalty: 702.964844
	Iteration 20F: 3 clusters Score -112379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -112379.890625 Penalty: 702.964844
	Iteration 21Q: 3 clusters Score -112379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -112379.890625 Penalty: 702.964844
	Iteration 22F: 3 clusters Score -112379.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -60960.562500 Penalty: 326.866119
	Iteration 0F: 2 clusters Score -60960.56 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 639 members 
Entering Unmasked Estep 
Score: -59941.710938 Penalty: 653.732239
	Iteration 0F: 3 clusters Score -59941.71 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -60195.683594 Penalty: 653.732239
	Iteration 1F: 3 clusters Score -60195.68 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -60243.261719 Penalty: 653.732239
	Iteration 2F: 3 clusters Score -60243.26 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -60276.000000 Penalty: 653.732239
	Iteration 3F: 3 clusters Score -60276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -60306.742188 Penalty: 653.732239
	Iteration 4Q: 3 clusters Score -60306.74 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60361.507812 Penalty: 653.732239
	Iteration 5F: 3 clusters Score -60361.51 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -60409.097656 Penalty: 653.732239
	Iteration 6F: 3 clusters Score -60409.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -60452.574219 Penalty: 653.732239
	Iteration 7Q: 3 clusters Score -60452.57 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -60500.058594 Penalty: 653.732239
	Iteration 8F: 3 clusters Score -60500.06 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60544.234375 Penalty: 653.732239
	Iteration 9Q: 3 clusters Score -60544.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60586.417969 Penalty: 653.732239
	Iteration 10Q: 3 clusters Score -60586.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60634.902344 Penalty: 653.732239
	Iteration 11Q: 3 clusters Score -60634.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60661.667969 Penalty: 653.732239
	Iteration 12Q: 3 clusters Score -60661.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60679.804688 Penalty: 653.732239
	Iteration 13Q: 3 clusters Score -60679.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60697.195312 Penalty: 653.732239
	Iteration 14Q: 3 clusters Score -60697.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60718.574219 Penalty: 653.732239
	Iteration 15Q: 3 clusters Score -60718.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60731.453125 Penalty: 653.732239
	Iteration 16Q: 3 clusters Score -60731.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60737.359375 Penalty: 653.732239
	Iteration 17Q: 3 clusters Score -60737.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60741.285156 Penalty: 653.732239
	Iteration 18Q: 3 clusters Score -60741.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60741.625000 Penalty: 653.732239
	Iteration 19Q: 3 clusters Score -60741.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60742.003906 Penalty: 653.732239
	Iteration 20F: 3 clusters Score -60742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60742.261719 Penalty: 653.732239
	Iteration 21Q: 3 clusters Score -60742.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60742.261719 Penalty: 653.732239
	Iteration 22F: 3 clusters Score -60742.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (164249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Entering Unmasked Estep 
Score: -8236696.000000 Penalty: 546.415833
	Iteration 0F: 2 clusters Score -8236696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -8125366.000000 Penalty: 1092.831665
	Iteration 0F: 3 clusters Score -8125366 nChanged 80579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -8175746.000000 Penalty: 1092.831665
	Iteration 1F: 3 clusters Score -8175746 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -8178927.000000 Penalty: 1092.831665
	Iteration 2F: 3 clusters Score -8178927 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -8184009.000000 Penalty: 1092.831665
	Iteration 3F: 3 clusters Score -8184009 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116214 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -8191551.000000 Penalty: 1092.831665
	Iteration 4F: 3 clusters Score -8191551 nChanged 12109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127295 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -8201769.000000 Penalty: 1092.831665
	Iteration 5F: 3 clusters Score -8201769 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137613 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -8212351.500000 Penalty: 1092.831665
	Iteration 6F: 3 clusters Score -8212352 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144998 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -8220284.500000 Penalty: 1092.831665
	Iteration 7Q: 3 clusters Score -8220284 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -8224554.500000 Penalty: 1092.831665
	Iteration 8Q: 3 clusters Score -8224554 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -8227036.500000 Penalty: 1092.831665
	Iteration 9Q: 3 clusters Score -8227036 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154059 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -8228935.500000 Penalty: 1092.831665
	Iteration 10Q: 3 clusters Score -8228936 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155784 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -8230518.000000 Penalty: 1092.831665
	Iteration 11Q: 3 clusters Score -8230518 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157054 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -8231702.500000 Penalty: 1092.831665
	Iteration 12Q: 3 clusters Score -8231702 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157991 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -8232654.500000 Penalty: 1092.831665
	Iteration 13Q: 3 clusters Score -8232654 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158703 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -8233400.000000 Penalty: 1092.831665
	Iteration 14Q: 3 clusters Score -8233400 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159217 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -8233939.500000 Penalty: 1092.831665
	Iteration 15Q: 3 clusters Score -8233940 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159629 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8234351.500000 Penalty: 1092.831665
	Iteration 16Q: 3 clusters Score -8234352 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -8234651.000000 Penalty: 1092.831665
	Iteration 17Q: 3 clusters Score -8234651 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160229 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8234848.000000 Penalty: 1092.831665
	Iteration 18Q: 3 clusters Score -8234848 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160410 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -8235000.000000 Penalty: 1092.831665
	Iteration 19Q: 3 clusters Score -8235000 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160573 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8235105.000000 Penalty: 1092.831665
	Iteration 20F: 3 clusters Score -8235105 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -8235178.500000 Penalty: 1092.831665
	Iteration 21Q: 3 clusters Score -8235178 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160876 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -8235242.500000 Penalty: 1092.831665
	Iteration 22Q: 3 clusters Score -8235242 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160997 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8235295.000000 Penalty: 1092.831665
	Iteration 23Q: 3 clusters Score -8235295 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161111 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -8235356.000000 Penalty: 1092.831665
	Iteration 24Q: 3 clusters Score -8235356 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161216 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -8235408.500000 Penalty: 1092.831665
	Iteration 25Q: 3 clusters Score -8235408 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -8235451.500000 Penalty: 1092.831665
	Iteration 26Q: 3 clusters Score -8235452 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161414 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -8235494.000000 Penalty: 1092.831665
	Iteration 27Q: 3 clusters Score -8235494 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161512 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8235547.500000 Penalty: 1092.831665
	Iteration 28Q: 3 clusters Score -8235548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161606 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8235586.500000 Penalty: 1092.831665
	Iteration 29Q: 3 clusters Score -8235586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161683 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8235622.000000 Penalty: 1092.831665
	Iteration 30Q: 3 clusters Score -8235622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161753 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8235655.500000 Penalty: 1092.831665
	Iteration 31Q: 3 clusters Score -8235656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161818 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8235682.500000 Penalty: 1092.831665
	Iteration 32Q: 3 clusters Score -8235682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161874 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -8235691.000000 Penalty: 1092.831665
	Iteration 33Q: 3 clusters Score -8235691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161937 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8235712.500000 Penalty: 1092.831665
	Iteration 34Q: 3 clusters Score -8235712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161996 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8235736.500000 Penalty: 1092.831665
	Iteration 35Q: 3 clusters Score -8235736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162063 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8235753.000000 Penalty: 1092.831665
	Iteration 36Q: 3 clusters Score -8235753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162115 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8235785.000000 Penalty: 1092.831665
	Iteration 37Q: 3 clusters Score -8235785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162164 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8235804.000000 Penalty: 1092.831665
	Iteration 38Q: 3 clusters Score -8235804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162204 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8235832.500000 Penalty: 1092.831665
	Iteration 39Q: 3 clusters Score -8235832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162238 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8235837.500000 Penalty: 1092.831665
	Iteration 40F: 3 clusters Score -8235838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162273 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8235843.500000 Penalty: 1092.831665
	Iteration 41Q: 3 clusters Score -8235844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162312 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8235854.500000 Penalty: 1092.831665
	Iteration 42Q: 3 clusters Score -8235854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8235880.500000 Penalty: 1092.831665
	Iteration 43Q: 3 clusters Score -8235880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162390 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8235894.000000 Penalty: 1092.831665
	Iteration 44Q: 3 clusters Score -8235894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162411 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8235904.500000 Penalty: 1092.831665
	Iteration 45Q: 3 clusters Score -8235904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162433 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8235915.000000 Penalty: 1092.831665
	Iteration 46Q: 3 clusters Score -8235915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162451 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8235928.000000 Penalty: 1092.831665
	Iteration 47Q: 3 clusters Score -8235928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162471 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8235932.500000 Penalty: 1092.831665
	Iteration 48Q: 3 clusters Score -8235932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162489 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8235934.000000 Penalty: 1092.831665
	Iteration 49Q: 3 clusters Score -8235934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162507 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8235952.500000 Penalty: 1092.831665
	Iteration 50Q: 3 clusters Score -8235952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8235950.000000 Penalty: 1092.831665
	Iteration 51Q: 3 clusters Score -8235950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162545 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8235954.000000 Penalty: 1092.831665
	Iteration 52Q: 3 clusters Score -8235954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162563 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8235964.500000 Penalty: 1092.831665
	Iteration 53Q: 3 clusters Score -8235964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8235964.000000 Penalty: 1092.831665
	Iteration 54Q: 3 clusters Score -8235964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162590 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8235965.000000 Penalty: 1092.831665
	Iteration 55Q: 3 clusters Score -8235965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162601 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8235964.500000 Penalty: 1092.831665
	Iteration 56Q: 3 clusters Score -8235964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162617 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8235963.000000 Penalty: 1092.831665
	Iteration 57Q: 3 clusters Score -8235963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162635 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8235977.000000 Penalty: 1092.831665
	Iteration 58Q: 3 clusters Score -8235977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162654 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8235985.000000 Penalty: 1092.831665
	Iteration 59Q: 3 clusters Score -8235985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162669 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8235982.000000 Penalty: 1092.831665
	Iteration 60F: 3 clusters Score -8235982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162687 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8235989.000000 Penalty: 1092.831665
	Iteration 61Q: 3 clusters Score -8235989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162705 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8235993.000000 Penalty: 1092.831665
	Iteration 62Q: 3 clusters Score -8235993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162729 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8236006.500000 Penalty: 1092.831665
	Iteration 63Q: 3 clusters Score -8236006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162752 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8236005.500000 Penalty: 1092.831665
	Iteration 64Q: 3 clusters Score -8236006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162769 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8236001.500000 Penalty: 1092.831665
	Iteration 65Q: 3 clusters Score -8236002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162788 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8236010.500000 Penalty: 1092.831665
	Iteration 66Q: 3 clusters Score -8236010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162802 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8236015.000000 Penalty: 1092.831665
	Iteration 67Q: 3 clusters Score -8236015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162821 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8236026.000000 Penalty: 1092.831665
	Iteration 68Q: 3 clusters Score -8236026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162845 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8236041.000000 Penalty: 1092.831665
	Iteration 69Q: 3 clusters Score -8236041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162861 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8236034.000000 Penalty: 1092.831665
	Iteration 70Q: 3 clusters Score -8236034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162885 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8236039.500000 Penalty: 1092.831665
	Iteration 71Q: 3 clusters Score -8236040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162913 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8236058.500000 Penalty: 1092.831665
	Iteration 72Q: 3 clusters Score -8236058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162938 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8236065.000000 Penalty: 1092.831665
	Iteration 73Q: 3 clusters Score -8236065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162954 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8236073.000000 Penalty: 1092.831665
	Iteration 74Q: 3 clusters Score -8236073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162966 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8236081.500000 Penalty: 1092.831665
	Iteration 75Q: 3 clusters Score -8236082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162975 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8236086.000000 Penalty: 1092.831665
	Iteration 76Q: 3 clusters Score -8236086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162983 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8236087.500000 Penalty: 1092.831665
	Iteration 77Q: 3 clusters Score -8236088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8236090.500000 Penalty: 1092.831665
	Iteration 78Q: 3 clusters Score -8236090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163008 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8236087.500000 Penalty: 1092.831665
	Iteration 79Q: 3 clusters Score -8236088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163020 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8236099.000000 Penalty: 1092.831665
	Iteration 80F: 3 clusters Score -8236099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163036 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8236102.500000 Penalty: 1092.831665
	Iteration 81Q: 3 clusters Score -8236102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163045 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8236111.000000 Penalty: 1092.831665
	Iteration 82Q: 3 clusters Score -8236111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163054 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8236116.000000 Penalty: 1092.831665
	Iteration 83Q: 3 clusters Score -8236116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163063 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8236119.000000 Penalty: 1092.831665
	Iteration 84Q: 3 clusters Score -8236119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163068 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8236123.000000 Penalty: 1092.831665
	Iteration 85Q: 3 clusters Score -8236123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163071 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8236121.500000 Penalty: 1092.831665
	Iteration 86Q: 3 clusters Score -8236122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163079 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8236122.000000 Penalty: 1092.831665
	Iteration 87Q: 3 clusters Score -8236122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163088 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8236123.500000 Penalty: 1092.831665
	Iteration 88Q: 3 clusters Score -8236124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163095 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8236131.000000 Penalty: 1092.831665
	Iteration 89Q: 3 clusters Score -8236131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163103 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8236130.000000 Penalty: 1092.831665
	Iteration 90Q: 3 clusters Score -8236130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163108 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8236129.500000 Penalty: 1092.831665
	Iteration 91Q: 3 clusters Score -8236130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163117 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8236132.000000 Penalty: 1092.831665
	Iteration 92Q: 3 clusters Score -8236132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163125 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8236127.500000 Penalty: 1092.831665
	Iteration 93Q: 3 clusters Score -8236128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163129 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8236131.500000 Penalty: 1092.831665
	Iteration 94Q: 3 clusters Score -8236132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163134 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8236132.500000 Penalty: 1092.831665
	Iteration 95Q: 3 clusters Score -8236132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163137 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8236129.500000 Penalty: 1092.831665
	Iteration 96Q: 3 clusters Score -8236130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163139 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8236132.000000 Penalty: 1092.831665
	Iteration 97Q: 3 clusters Score -8236132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163144 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8236136.000000 Penalty: 1092.831665
	Iteration 98Q: 3 clusters Score -8236136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163149 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8236138.500000 Penalty: 1092.831665
	Iteration 99Q: 3 clusters Score -8236138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163151 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8236132.500000 Penalty: 1092.831665
	Iteration 100F: 3 clusters Score -8236132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163155 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8236140.000000 Penalty: 1092.831665
	Iteration 101Q: 3 clusters Score -8236140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163160 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8236141.000000 Penalty: 1092.831665
	Iteration 102Q: 3 clusters Score -8236141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163164 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8236151.000000 Penalty: 1092.831665
	Iteration 103Q: 3 clusters Score -8236151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163168 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8236151.000000 Penalty: 1092.831665
	Iteration 104Q: 3 clusters Score -8236151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163171 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8236150.000000 Penalty: 1092.831665
	Iteration 105Q: 3 clusters Score -8236150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163175 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8236150.500000 Penalty: 1092.831665
	Iteration 106Q: 3 clusters Score -8236150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163176 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8236152.000000 Penalty: 1092.831665
	Iteration 107Q: 3 clusters Score -8236152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163177 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8236152.000000 Penalty: 1092.831665
	Iteration 108Q: 3 clusters Score -8236152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163177 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8236152.000000 Penalty: 1092.831665
	Iteration 109F: 3 clusters Score -8236152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Entering Unmasked Estep 
Score: -218921.906250 Penalty: 384.832977
	Iteration 0F: 2 clusters Score -218921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -215757.453125 Penalty: 769.665955
	Iteration 0F: 3 clusters Score -215757.5 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -217064.250000 Penalty: 769.665955
	Iteration 1F: 3 clusters Score -217064.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -217231.437500 Penalty: 769.665955
	Iteration 2F: 3 clusters Score -217231.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -217391.484375 Penalty: 769.665955
	Iteration 3F: 3 clusters Score -217391.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -217608.531250 Penalty: 769.665955
	Iteration 4F: 3 clusters Score -217608.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -217904.312500 Penalty: 769.665955
	Iteration 5F: 3 clusters Score -217904.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -218164.421875 Penalty: 769.665955
	Iteration 6F: 3 clusters Score -218164.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -218302.046875 Penalty: 769.665955
	Iteration 7Q: 3 clusters Score -218302 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -218366.687500 Penalty: 769.665955
	Iteration 8Q: 3 clusters Score -218366.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -218408.687500 Penalty: 769.665955
	Iteration 9Q: 3 clusters Score -218408.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -218438.375000 Penalty: 769.665955
	Iteration 10Q: 3 clusters Score -218438.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -218466.968750 Penalty: 769.665955
	Iteration 11Q: 3 clusters Score -218467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -218487.046875 Penalty: 769.665955
	Iteration 12Q: 3 clusters Score -218487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -218501.015625 Penalty: 769.665955
	Iteration 13Q: 3 clusters Score -218501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -218509.671875 Penalty: 769.665955
	Iteration 14Q: 3 clusters Score -218509.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -218517.828125 Penalty: 769.665955
	Iteration 15Q: 3 clusters Score -218517.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -218525.359375 Penalty: 769.665955
	Iteration 16Q: 3 clusters Score -218525.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -218532.609375 Penalty: 769.665955
	Iteration 17Q: 3 clusters Score -218532.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -218540.593750 Penalty: 769.665955
	Iteration 18Q: 3 clusters Score -218540.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -218546.593750 Penalty: 769.665955
	Iteration 19Q: 3 clusters Score -218546.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -218551.953125 Penalty: 769.665955
	Iteration 20F: 3 clusters Score -218552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -218556.250000 Penalty: 769.665955
	Iteration 21Q: 3 clusters Score -218556.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -218559.453125 Penalty: 769.665955
	Iteration 22Q: 3 clusters Score -218559.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -218563.937500 Penalty: 769.665955
	Iteration 23Q: 3 clusters Score -218563.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -218571.796875 Penalty: 769.665955
	Iteration 24Q: 3 clusters Score -218571.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -218578.953125 Penalty: 769.665955
	Iteration 25Q: 3 clusters Score -218579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -218585.843750 Penalty: 769.665955
	Iteration 26Q: 3 clusters Score -218585.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -218590.359375 Penalty: 769.665955
	Iteration 27Q: 3 clusters Score -218590.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -218594.265625 Penalty: 769.665955
	Iteration 28Q: 3 clusters Score -218594.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -218598.703125 Penalty: 769.665955
	Iteration 29Q: 3 clusters Score -218598.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -218601.015625 Penalty: 769.665955
	Iteration 30Q: 3 clusters Score -218601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -218603.828125 Penalty: 769.665955
	Iteration 31Q: 3 clusters Score -218603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -218605.484375 Penalty: 769.665955
	Iteration 32Q: 3 clusters Score -218605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -218607.312500 Penalty: 769.665955
	Iteration 33Q: 3 clusters Score -218607.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -218607.750000 Penalty: 769.665955
	Iteration 34Q: 3 clusters Score -218607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -218607.625000 Penalty: 769.665955
	Iteration 35Q: 3 clusters Score -218607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -218608.296875 Penalty: 769.665955
	Iteration 36Q: 3 clusters Score -218608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -218608.453125 Penalty: 769.665955
	Iteration 37Q: 3 clusters Score -218608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -218608.453125 Penalty: 769.665955
	Iteration 38F: 3 clusters Score -218608.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -124875.734375 Penalty: 357.356689
	Iteration 0F: 2 clusters Score -124875.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -123076.562500 Penalty: 714.713379
	Iteration 0F: 3 clusters Score -123076.6 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -123929.890625 Penalty: 714.713379
	Iteration 1F: 3 clusters Score -123929.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -124160.398438 Penalty: 714.713379
	Iteration 2F: 3 clusters Score -124160.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -124366.546875 Penalty: 714.713379
	Iteration 3F: 3 clusters Score -124366.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -124555.328125 Penalty: 714.713379
	Iteration 4F: 3 clusters Score -124555.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -124667.164062 Penalty: 714.713379
	Iteration 5F: 3 clusters Score -124667.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -124705.140625 Penalty: 714.713379
	Iteration 6Q: 3 clusters Score -124705.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -124717.539062 Penalty: 714.713379
	Iteration 7Q: 3 clusters Score -124717.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -124722.515625 Penalty: 714.713379
	Iteration 8Q: 3 clusters Score -124722.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -124727.289062 Penalty: 714.713379
	Iteration 9Q: 3 clusters Score -124727.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -124731.445312 Penalty: 714.713379
	Iteration 10Q: 3 clusters Score -124731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -124732.695312 Penalty: 714.713379
	Iteration 11Q: 3 clusters Score -124732.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -124733.046875 Penalty: 714.713379
	Iteration 12Q: 3 clusters Score -124733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -124733.164062 Penalty: 714.713379
	Iteration 13Q: 3 clusters Score -124733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -124733.398438 Penalty: 714.713379
	Iteration 14Q: 3 clusters Score -124733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -124733.468750 Penalty: 714.713379
	Iteration 15Q: 3 clusters Score -124733.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -124733.468750 Penalty: 714.713379
	Iteration 16F: 3 clusters Score -124733.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Entering Unmasked Estep 
Score: -1945460.375000 Penalty: 484.412292
	Iteration 0F: 2 clusters Score -1945460 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 21059 members 
Entering Unmasked Estep 
Score: -1917214.000000 Penalty: 968.824585
	Iteration 0F: 3 clusters Score -1917214 nChanged 20219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -1929225.500000 Penalty: 968.824585
	Iteration 1F: 3 clusters Score -1929226 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1929769.125000 Penalty: 968.824585
	Iteration 2Q: 3 clusters Score -1929769 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -1930522.625000 Penalty: 968.824585
	Iteration 3Q: 3 clusters Score -1930523 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -1931620.625000 Penalty: 968.824585
	Iteration 4F: 3 clusters Score -1931621 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -1933372.125000 Penalty: 968.824585
	Iteration 5F: 3 clusters Score -1933372 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -1935991.125000 Penalty: 968.824585
	Iteration 6F: 3 clusters Score -1935991 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -1939207.875000 Penalty: 968.824585
	Iteration 7F: 3 clusters Score -1939208 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -1942143.875000 Penalty: 968.824585
	Iteration 8F: 3 clusters Score -1942144 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -1943942.250000 Penalty: 968.824585
	Iteration 9Q: 3 clusters Score -1943942 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -1944633.000000 Penalty: 968.824585
	Iteration 10Q: 3 clusters Score -1944633 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -1944865.875000 Penalty: 968.824585
	Iteration 11Q: 3 clusters Score -1944866 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -1944947.000000 Penalty: 968.824585
	Iteration 12Q: 3 clusters Score -1944947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -1944992.875000 Penalty: 968.824585
	Iteration 13Q: 3 clusters Score -1944993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -1945010.625000 Penalty: 968.824585
	Iteration 14Q: 3 clusters Score -1945011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -1945020.125000 Penalty: 968.824585
	Iteration 15Q: 3 clusters Score -1945020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -1945029.000000 Penalty: 968.824585
	Iteration 16Q: 3 clusters Score -1945029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -1945034.000000 Penalty: 968.824585
	Iteration 17Q: 3 clusters Score -1945034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -1945037.000000 Penalty: 968.824585
	Iteration 18Q: 3 clusters Score -1945037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -1945045.375000 Penalty: 968.824585
	Iteration 19Q: 3 clusters Score -1945045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -1945050.875000 Penalty: 968.824585
	Iteration 20F: 3 clusters Score -1945051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -1945051.750000 Penalty: 968.824585
	Iteration 21Q: 3 clusters Score -1945052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -1945051.875000 Penalty: 968.824585
	Iteration 22Q: 3 clusters Score -1945052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -1945051.875000 Penalty: 968.824585
	Iteration 23F: 3 clusters Score -1945052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -226488.703125 Penalty: 383.688934
	Iteration 0F: 2 clusters Score -226488.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -223333.718750 Penalty: 767.377869
	Iteration 0F: 3 clusters Score -223333.7 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -224462.609375 Penalty: 767.377869
	Iteration 1F: 3 clusters Score -224462.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -224530.812500 Penalty: 767.377869
	Iteration 2Q: 3 clusters Score -224530.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -224594.296875 Penalty: 767.377869
	Iteration 3Q: 3 clusters Score -224594.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -224648.093750 Penalty: 767.377869
	Iteration 4Q: 3 clusters Score -224648.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -224706.796875 Penalty: 767.377869
	Iteration 5Q: 3 clusters Score -224706.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -224755.218750 Penalty: 767.377869
	Iteration 6Q: 3 clusters Score -224755.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -224828.421875 Penalty: 767.377869
	Iteration 7Q: 3 clusters Score -224828.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -224936.140625 Penalty: 767.377869
	Iteration 8Q: 3 clusters Score -224936.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -225093.156250 Penalty: 767.377869
	Iteration 9F: 3 clusters Score -225093.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -225267.140625 Penalty: 767.377869
	Iteration 10F: 3 clusters Score -225267.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -225459.968750 Penalty: 767.377869
	Iteration 11F: 3 clusters Score -225460 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -225655.078125 Penalty: 767.377869
	Iteration 12F: 3 clusters Score -225655.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -225836.312500 Penalty: 767.377869
	Iteration 13Q: 3 clusters Score -225836.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -226009.906250 Penalty: 767.377869
	Iteration 14Q: 3 clusters Score -226009.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -226133.140625 Penalty: 767.377869
	Iteration 15Q: 3 clusters Score -226133.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -226209.703125 Penalty: 767.377869
	Iteration 16Q: 3 clusters Score -226209.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -226253.062500 Penalty: 767.377869
	Iteration 17Q: 3 clusters Score -226253.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -226276.359375 Penalty: 767.377869
	Iteration 18Q: 3 clusters Score -226276.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -226289.203125 Penalty: 767.377869
	Iteration 19Q: 3 clusters Score -226289.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -226294.968750 Penalty: 767.377869
	Iteration 20F: 3 clusters Score -226295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -226297.625000 Penalty: 767.377869
	Iteration 21Q: 3 clusters Score -226297.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -226299.718750 Penalty: 767.377869
	Iteration 22Q: 3 clusters Score -226299.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -226302.046875 Penalty: 767.377869
	Iteration 23Q: 3 clusters Score -226302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -226304.109375 Penalty: 767.377869
	Iteration 24Q: 3 clusters Score -226304.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -226305.781250 Penalty: 767.377869
	Iteration 25Q: 3 clusters Score -226305.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -226306.687500 Penalty: 767.377869
	Iteration 26Q: 3 clusters Score -226306.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -226307.218750 Penalty: 767.377869
	Iteration 27Q: 3 clusters Score -226307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -226308.125000 Penalty: 767.377869
	Iteration 28Q: 3 clusters Score -226308.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -226308.296875 Penalty: 767.377869
	Iteration 29Q: 3 clusters Score -226308.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -226308.484375 Penalty: 767.377869
	Iteration 30Q: 3 clusters Score -226308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -226308.765625 Penalty: 767.377869
	Iteration 31Q: 3 clusters Score -226308.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -226309.031250 Penalty: 767.377869
	Iteration 32Q: 3 clusters Score -226309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -226309.906250 Penalty: 767.377869
	Iteration 33Q: 3 clusters Score -226309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -226309.859375 Penalty: 767.377869
	Iteration 34Q: 3 clusters Score -226309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -226309.859375 Penalty: 767.377869
	Iteration 35F: 3 clusters Score -226309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -9324.271484 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -9324.271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9021.756836 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -9021.757 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9115.617188 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -9115.617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9139.416016 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -9139.416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9146.379883 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -9146.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9163.219727 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -9163.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9176.805664 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -9176.806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9181.960938 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -9181.961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9189.096680 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -9189.097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9194.776367 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -9194.776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9197.150391 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -9197.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9197.484375 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -9197.484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9201.736328 Penalty: 497.208710
	Iteration 11Q: 3 clusters Score -9201.736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9201.736328 Penalty: 497.208710
	Iteration 12F: 3 clusters Score -9201.736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (199335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199335 members 
Entering Unmasked Estep 
Score: -9860542.000000 Penalty: 555.224731
	Iteration 0F: 2 clusters Score -9860542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -9726777.000000 Penalty: 1110.449463
	Iteration 0F: 3 clusters Score -9726777 nChanged 98040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114736 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -9789440.000000 Penalty: 1110.449463
	Iteration 1F: 3 clusters Score -9789440 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123577 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -9794170.000000 Penalty: 1110.449463
	Iteration 2F: 3 clusters Score -9794170 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -9800907.000000 Penalty: 1110.449463
	Iteration 3F: 3 clusters Score -9800907 nChanged 14975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149363 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -9810989.000000 Penalty: 1110.449463
	Iteration 4F: 3 clusters Score -9810989 nChanged 16020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165175 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -9824838.000000 Penalty: 1110.449463
	Iteration 5F: 3 clusters Score -9824838 nChanged 15131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180286 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -9840851.000000 Penalty: 1110.449463
	Iteration 6F: 3 clusters Score -9840851 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191784 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -9853254.000000 Penalty: 1110.449463
	Iteration 7F: 3 clusters Score -9853254 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197351 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9858449.000000 Penalty: 1110.449463
	Iteration 8Q: 3 clusters Score -9858449 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198926 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9859645.000000 Penalty: 1110.449463
	Iteration 9Q: 3 clusters Score -9859645 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199230 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9859916.000000 Penalty: 1110.449463
	Iteration 10Q: 3 clusters Score -9859916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199280 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9859975.000000 Penalty: 1110.449463
	Iteration 11Q: 3 clusters Score -9859975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199287 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9859997.000000 Penalty: 1110.449463
	Iteration 12Q: 3 clusters Score -9859997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199290 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9860010.000000 Penalty: 1110.449463
	Iteration 13Q: 3 clusters Score -9860010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199291 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9860014.000000 Penalty: 1110.449463
	Iteration 14Q: 3 clusters Score -9860014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199290 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9860014.000000 Penalty: 1110.449463
	Iteration 15Q: 3 clusters Score -9860014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199290 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9860014.000000 Penalty: 1110.449463
	Iteration 16F: 3 clusters Score -9860014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -66776.367188 Penalty: 329.023560
	Iteration 0F: 2 clusters Score -66776.37 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 701 members 
Entering Unmasked Estep 
Score: -65739.703125 Penalty: 658.047119
	Iteration 0F: 3 clusters Score -65739.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -66022.773438 Penalty: 658.047119
	Iteration 1F: 3 clusters Score -66022.77 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -66069.898438 Penalty: 658.047119
	Iteration 2F: 3 clusters Score -66069.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -66097.984375 Penalty: 658.047119
	Iteration 3Q: 3 clusters Score -66097.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -66116.789062 Penalty: 658.047119
	Iteration 4Q: 3 clusters Score -66116.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -66135.257812 Penalty: 658.047119
	Iteration 5Q: 3 clusters Score -66135.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -66155.804688 Penalty: 658.047119
	Iteration 6Q: 3 clusters Score -66155.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -66181.359375 Penalty: 658.047119
	Iteration 7Q: 3 clusters Score -66181.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -66214.984375 Penalty: 658.047119
	Iteration 8Q: 3 clusters Score -66214.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -66271.523438 Penalty: 658.047119
	Iteration 9Q: 3 clusters Score -66271.52 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -66339.546875 Penalty: 658.047119
	Iteration 10Q: 3 clusters Score -66339.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -66384.632812 Penalty: 658.047119
	Iteration 11Q: 3 clusters Score -66384.63 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -66411.523438 Penalty: 658.047119
	Iteration 12Q: 3 clusters Score -66411.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66422.523438 Penalty: 658.047119
	Iteration 13Q: 3 clusters Score -66422.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -66430.085938 Penalty: 658.047119
	Iteration 14Q: 3 clusters Score -66430.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -66434.828125 Penalty: 658.047119
	Iteration 15Q: 3 clusters Score -66434.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -66443.140625 Penalty: 658.047119
	Iteration 16Q: 3 clusters Score -66443.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -66463.406250 Penalty: 658.047119
	Iteration 17Q: 3 clusters Score -66463.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -66484.148438 Penalty: 658.047119
	Iteration 18Q: 3 clusters Score -66484.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -66498.625000 Penalty: 658.047119
	Iteration 19Q: 3 clusters Score -66498.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66507.539062 Penalty: 658.047119
	Iteration 20F: 3 clusters Score -66507.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66517.046875 Penalty: 658.047119
	Iteration 21Q: 3 clusters Score -66517.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -66526.453125 Penalty: 658.047119
	Iteration 22Q: 3 clusters Score -66526.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -66531.625000 Penalty: 658.047119
	Iteration 23Q: 3 clusters Score -66531.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -66537.171875 Penalty: 658.047119
	Iteration 24Q: 3 clusters Score -66537.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66543.218750 Penalty: 658.047119
	Iteration 25Q: 3 clusters Score -66543.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66545.703125 Penalty: 658.047119
	Iteration 26Q: 3 clusters Score -66545.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66546.960938 Penalty: 658.047119
	Iteration 27Q: 3 clusters Score -66546.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66547.468750 Penalty: 658.047119
	Iteration 28Q: 3 clusters Score -66547.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66548.093750 Penalty: 658.047119
	Iteration 29Q: 3 clusters Score -66548.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66548.093750 Penalty: 658.047119
	Iteration 30F: 3 clusters Score -66548.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -53230.800781 Penalty: 326.275421
	Iteration 0F: 2 clusters Score -53230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -52230.777344 Penalty: 652.550842
	Iteration 0F: 3 clusters Score -52230.78 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -52623.429688 Penalty: 652.550842
	Iteration 1F: 3 clusters Score -52623.43 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -52753.054688 Penalty: 652.550842
	Iteration 2F: 3 clusters Score -52753.05 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -52840.664062 Penalty: 652.550842
	Iteration 3F: 3 clusters Score -52840.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -52913.136719 Penalty: 652.550842
	Iteration 4F: 3 clusters Score -52913.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -52983.898438 Penalty: 652.550842
	Iteration 5F: 3 clusters Score -52983.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -53058.617188 Penalty: 652.550842
	Iteration 6Q: 3 clusters Score -53058.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -53109.132812 Penalty: 652.550842
	Iteration 7Q: 3 clusters Score -53109.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -53125.347656 Penalty: 652.550842
	Iteration 8Q: 3 clusters Score -53125.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -53131.675781 Penalty: 652.550842
	Iteration 9Q: 3 clusters Score -53131.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -53133.593750 Penalty: 652.550842
	Iteration 10Q: 3 clusters Score -53133.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -53134.316406 Penalty: 652.550842
	Iteration 11Q: 3 clusters Score -53134.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -53135.000000 Penalty: 652.550842
	Iteration 12Q: 3 clusters Score -53135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -53136.054688 Penalty: 652.550842
	Iteration 13Q: 3 clusters Score -53136.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -53136.425781 Penalty: 652.550842
	Iteration 14Q: 3 clusters Score -53136.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -53136.425781 Penalty: 652.550842
	Iteration 15F: 3 clusters Score -53136.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -48851.367188 Penalty: 312.492828
	Iteration 0F: 2 clusters Score -48851.37 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 468 members 
Entering Unmasked Estep 
Score: -48069.261719 Penalty: 624.985657
	Iteration 0F: 3 clusters Score -48069.26 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48356.187500 Penalty: 624.985657
	Iteration 1F: 3 clusters Score -48356.19 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -48451.375000 Penalty: 624.985657
	Iteration 2F: 3 clusters Score -48451.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -48506.046875 Penalty: 624.985657
	Iteration 3F: 3 clusters Score -48506.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -48544.902344 Penalty: 624.985657
	Iteration 4Q: 3 clusters Score -48544.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -48590.488281 Penalty: 624.985657
	Iteration 5Q: 3 clusters Score -48590.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -48632.000000 Penalty: 624.985657
	Iteration 6Q: 3 clusters Score -48632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -48662.480469 Penalty: 624.985657
	Iteration 7Q: 3 clusters Score -48662.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -48670.804688 Penalty: 624.985657
	Iteration 8Q: 3 clusters Score -48670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -48675.296875 Penalty: 624.985657
	Iteration 9Q: 3 clusters Score -48675.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -48683.082031 Penalty: 624.985657
	Iteration 10Q: 3 clusters Score -48683.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48692.886719 Penalty: 624.985657
	Iteration 11Q: 3 clusters Score -48692.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -48694.925781 Penalty: 624.985657
	Iteration 12Q: 3 clusters Score -48694.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -48697.968750 Penalty: 624.985657
	Iteration 13Q: 3 clusters Score -48697.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48699.281250 Penalty: 624.985657
	Iteration 14Q: 3 clusters Score -48699.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48700.550781 Penalty: 624.985657
	Iteration 15Q: 3 clusters Score -48700.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -48700.882812 Penalty: 624.985657
	Iteration 16Q: 3 clusters Score -48700.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48701.453125 Penalty: 624.985657
	Iteration 17Q: 3 clusters Score -48701.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -48702.828125 Penalty: 624.985657
	Iteration 18Q: 3 clusters Score -48702.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -48706.015625 Penalty: 624.985657
	Iteration 19Q: 3 clusters Score -48706.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -48707.820312 Penalty: 624.985657
	Iteration 20F: 3 clusters Score -48707.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -48708.992188 Penalty: 624.985657
	Iteration 21Q: 3 clusters Score -48708.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48710.085938 Penalty: 624.985657
	Iteration 22Q: 3 clusters Score -48710.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -48711.429688 Penalty: 624.985657
	Iteration 23Q: 3 clusters Score -48711.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -48711.863281 Penalty: 624.985657
	Iteration 24Q: 3 clusters Score -48711.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -48714.289062 Penalty: 624.985657
	Iteration 25Q: 3 clusters Score -48714.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -48722.031250 Penalty: 624.985657
	Iteration 26Q: 3 clusters Score -48722.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48725.394531 Penalty: 624.985657
	Iteration 27Q: 3 clusters Score -48725.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48728.156250 Penalty: 624.985657
	Iteration 28Q: 3 clusters Score -48728.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48729.277344 Penalty: 624.985657
	Iteration 29Q: 3 clusters Score -48729.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48730.105469 Penalty: 624.985657
	Iteration 30Q: 3 clusters Score -48730.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48730.425781 Penalty: 624.985657
	Iteration 31Q: 3 clusters Score -48730.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48730.425781 Penalty: 624.985657
	Iteration 32F: 3 clusters Score -48730.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -46991.718750 Penalty: 311.196198
	Iteration 0F: 2 clusters Score -46991.72 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 454 members 
Entering Unmasked Estep 
Score: -46218.070312 Penalty: 622.392395
	Iteration 0F: 3 clusters Score -46218.07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -46536.867188 Penalty: 622.392395
	Iteration 1F: 3 clusters Score -46536.87 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -46625.785156 Penalty: 622.392395
	Iteration 2F: 3 clusters Score -46625.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -46667.566406 Penalty: 622.392395
	Iteration 3F: 3 clusters Score -46667.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46695.195312 Penalty: 622.392395
	Iteration 4Q: 3 clusters Score -46695.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46711.285156 Penalty: 622.392395
	Iteration 5Q: 3 clusters Score -46711.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46714.808594 Penalty: 622.392395
	Iteration 6Q: 3 clusters Score -46714.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46717.742188 Penalty: 622.392395
	Iteration 7Q: 3 clusters Score -46717.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46719.765625 Penalty: 622.392395
	Iteration 8Q: 3 clusters Score -46719.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46723.328125 Penalty: 622.392395
	Iteration 9Q: 3 clusters Score -46723.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46728.714844 Penalty: 622.392395
	Iteration 10Q: 3 clusters Score -46728.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46732.308594 Penalty: 622.392395
	Iteration 11Q: 3 clusters Score -46732.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46734.074219 Penalty: 622.392395
	Iteration 12Q: 3 clusters Score -46734.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46734.765625 Penalty: 622.392395
	Iteration 13Q: 3 clusters Score -46734.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46734.945312 Penalty: 622.392395
	Iteration 14Q: 3 clusters Score -46734.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46735.589844 Penalty: 622.392395
	Iteration 15Q: 3 clusters Score -46735.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46736.312500 Penalty: 622.392395
	Iteration 16Q: 3 clusters Score -46736.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46737.453125 Penalty: 622.392395
	Iteration 17Q: 3 clusters Score -46737.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46740.050781 Penalty: 622.392395
	Iteration 18Q: 3 clusters Score -46740.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46741.250000 Penalty: 622.392395
	Iteration 19Q: 3 clusters Score -46741.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46741.250000 Penalty: 622.392395
	Iteration 20F: 3 clusters Score -46741.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Entering Unmasked Estep 
Score: -266068.312500 Penalty: 394.002106
	Iteration 0F: 2 clusters Score -266068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -262208.593750 Penalty: 788.004211
	Iteration 0F: 3 clusters Score -262208.6 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -263717.593750 Penalty: 788.004211
	Iteration 1F: 3 clusters Score -263717.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -263954.562500 Penalty: 788.004211
	Iteration 2F: 3 clusters Score -263954.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -264310.281250 Penalty: 788.004211
	Iteration 3F: 3 clusters Score -264310.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -264706.156250 Penalty: 788.004211
	Iteration 4F: 3 clusters Score -264706.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -265094.093750 Penalty: 788.004211
	Iteration 5F: 3 clusters Score -265094.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -265356.843750 Penalty: 788.004211
	Iteration 6Q: 3 clusters Score -265356.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -265518.000000 Penalty: 788.004211
	Iteration 7Q: 3 clusters Score -265518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -265609.187500 Penalty: 788.004211
	Iteration 8Q: 3 clusters Score -265609.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -265663.343750 Penalty: 788.004211
	Iteration 9Q: 3 clusters Score -265663.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -265697.468750 Penalty: 788.004211
	Iteration 10Q: 3 clusters Score -265697.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -265720.531250 Penalty: 788.004211
	Iteration 11Q: 3 clusters Score -265720.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -265731.531250 Penalty: 788.004211
	Iteration 12Q: 3 clusters Score -265731.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -265736.156250 Penalty: 788.004211
	Iteration 13Q: 3 clusters Score -265736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -265737.687500 Penalty: 788.004211
	Iteration 14Q: 3 clusters Score -265737.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -265743.156250 Penalty: 788.004211
	Iteration 15Q: 3 clusters Score -265743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -265743.812500 Penalty: 788.004211
	Iteration 16Q: 3 clusters Score -265743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -265744.875000 Penalty: 788.004211
	Iteration 17Q: 3 clusters Score -265744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -265746.250000 Penalty: 788.004211
	Iteration 18Q: 3 clusters Score -265746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -265746.500000 Penalty: 788.004211
	Iteration 19Q: 3 clusters Score -265746.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -265748.468750 Penalty: 788.004211
	Iteration 20F: 3 clusters Score -265748.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (46834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Entering Unmasked Estep 
Score: -2305665.250000 Penalty: 489.323608
	Iteration 0F: 2 clusters Score -2305665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2274326.250000 Penalty: 978.647217
	Iteration 0F: 3 clusters Score -2274326 nChanged 22683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2287705.500000 Penalty: 978.647217
	Iteration 1F: 3 clusters Score -2287706 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2288278.500000 Penalty: 978.647217
	Iteration 2Q: 3 clusters Score -2288278 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2289199.500000 Penalty: 978.647217
	Iteration 3Q: 3 clusters Score -2289200 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2290684.250000 Penalty: 978.647217
	Iteration 4F: 3 clusters Score -2290684 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2292963.750000 Penalty: 978.647217
	Iteration 5F: 3 clusters Score -2292964 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2295740.500000 Penalty: 978.647217
	Iteration 6F: 3 clusters Score -2295740 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2297558.500000 Penalty: 978.647217
	Iteration 7F: 3 clusters Score -2297558 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2298375.250000 Penalty: 978.647217
	Iteration 8Q: 3 clusters Score -2298375 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2299021.250000 Penalty: 978.647217
	Iteration 9Q: 3 clusters Score -2299021 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2299782.000000 Penalty: 978.647217
	Iteration 10Q: 3 clusters Score -2299782 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2300642.250000 Penalty: 978.647217
	Iteration 11Q: 3 clusters Score -2300642 nChanged 1383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2301604 nChanged 1354
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Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2302573.500000 Penalty: 978.647217
	Iteration 13Q: 3 clusters Score -2302574 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2303442 nChanged 1040
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Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2304029 nChanged 813
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Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2304365 nChanged 585
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Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2304559 nChanged 425
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Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2304647 nChanged 328
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Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2304718 nChanged 230
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Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2304775.750000 Penalty: 978.647217
	Iteration 20F: 3 clusters Score -2304776 nChanged 198
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Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2304801.500000 Penalty: 978.647217
	Iteration 21Q: 3 clusters Score -2304802 nChanged 205
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Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2304828 nChanged 190
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Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2304857 nChanged 191
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Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2304876 nChanged 199
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Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2304894 nChanged 199
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Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2304916 nChanged 195
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Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2304923 nChanged 188
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Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2304946 nChanged 168
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Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2304968 nChanged 178
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Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2304986 nChanged 172
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Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2305014 nChanged 161
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Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2305021.250000 Penalty: 978.647217
	Iteration 32Q: 3 clusters Score -2305021 nChanged 131
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Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2305028 nChanged 124
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Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 14631 members 
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	Iteration 34Q: 3 clusters Score -2305043 nChanged 110
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Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2305047 nChanged 101
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Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 14420 members 
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	Iteration 36Q: 3 clusters Score -2305056 nChanged 90
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Mstep: Class 1 contains 32504 members 
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	Iteration 37Q: 3 clusters Score -2305061 nChanged 95
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Mstep: Class 1 contains 32599 members 
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	Iteration 38Q: 3 clusters Score -2305065 nChanged 114
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Mstep: Class 1 contains 32713 members 
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	Iteration 39Q: 3 clusters Score -2305066 nChanged 123
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Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2305066 nChanged 98
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Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 13900 members 
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	Iteration 41Q: 3 clusters Score -2305070 nChanged 93
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Mstep: Class 1 contains 33027 members 
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	Iteration 42Q: 3 clusters Score -2305079 nChanged 85
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Mstep: Class 1 contains 33112 members 
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	Iteration 43Q: 3 clusters Score -2305085 nChanged 73
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Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2305091 nChanged 98
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Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2305102 nChanged 90
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Mstep: Class 1 contains 33373 members 
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	Iteration 46Q: 3 clusters Score -2305108 nChanged 75
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Mstep: Class 1 contains 33448 members 
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	Iteration 47Q: 3 clusters Score -2305108 nChanged 65
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Mstep: Class 1 contains 33513 members 
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	Iteration 48Q: 3 clusters Score -2305106 nChanged 78
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Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 13243 members 
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	Iteration 49Q: 3 clusters Score -2305109 nChanged 83
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Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2305118.750000 Penalty: 978.647217
	Iteration 50Q: 3 clusters Score -2305119 nChanged 68
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Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 13092 members 
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	Iteration 51Q: 3 clusters Score -2305118 nChanged 67
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Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 13025 members 
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	Iteration 52Q: 3 clusters Score -2305126 nChanged 66
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Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2305127 nChanged 53
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Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 12906 members 
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	Iteration 54Q: 3 clusters Score -2305130 nChanged 42
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Mstep: Class 1 contains 33970 members 
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	Iteration 55Q: 3 clusters Score -2305126 nChanged 48
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Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 12816 members 
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	Iteration 56Q: 3 clusters Score -2305132 nChanged 47
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Mstep: Class 1 contains 34065 members 
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	Iteration 57Q: 3 clusters Score -2305134 nChanged 38
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Mstep: Class 1 contains 34103 members 
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	Iteration 58Q: 3 clusters Score -2305130 nChanged 51
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Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 12680 members 
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	Iteration 59Q: 3 clusters Score -2305133 nChanged 54
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Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2305132 nChanged 51
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Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 12575 members 
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	Iteration 61Q: 3 clusters Score -2305132 nChanged 55
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Score: -2305141.000000 Penalty: 978.647217
	Iteration 62Q: 3 clusters Score -2305141 nChanged 51
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Mstep: Class 1 contains 34365 members 
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Score: -2305145.500000 Penalty: 978.647217
	Iteration 63Q: 3 clusters Score -2305146 nChanged 43
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Mstep: Class 1 contains 34408 members 
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Score: -2305139.750000 Penalty: 978.647217
	Iteration 64Q: 3 clusters Score -2305140 nChanged 39
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Mstep: Class 1 contains 34447 members 
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	Iteration 65Q: 3 clusters Score -2305146 nChanged 49
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	Iteration 66Q: 3 clusters Score -2305148 nChanged 44
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	Iteration 67Q: 3 clusters Score -2305152 nChanged 49
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	Iteration 68Q: 3 clusters Score -2305150 nChanged 35
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	Iteration 69Q: 3 clusters Score -2305154 nChanged 33
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	Iteration 70Q: 3 clusters Score -2305159 nChanged 35
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	Iteration 71Q: 3 clusters Score -2305156 nChanged 39
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	Iteration 72Q: 3 clusters Score -2305150 nChanged 24
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	Iteration 73Q: 3 clusters Score -2305155 nChanged 19
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	Iteration 74Q: 3 clusters Score -2305150 nChanged 23
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	Iteration 75Q: 3 clusters Score -2305150 nChanged 26
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	Iteration 76Q: 3 clusters Score -2305152 nChanged 18
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	Iteration 77Q: 3 clusters Score -2305154 nChanged 23
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	Iteration 78Q: 3 clusters Score -2305155 nChanged 18
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	Iteration 79Q: 3 clusters Score -2305152 nChanged 14
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	Iteration 80F: 3 clusters Score -2305154 nChanged 15
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	Iteration 81Q: 3 clusters Score -2305151 nChanged 17
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	Iteration 82Q: 3 clusters Score -2305160 nChanged 20
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Score: -2305163.750000 Penalty: 978.647217
	Iteration 83Q: 3 clusters Score -2305164 nChanged 18
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	Iteration 84Q: 3 clusters Score -2305158 nChanged 26
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	Iteration 85Q: 3 clusters Score -2305158 nChanged 22
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	Iteration 86Q: 3 clusters Score -2305157 nChanged 18
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	Iteration 87Q: 3 clusters Score -2305161 nChanged 17
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	Iteration 88Q: 3 clusters Score -2305161 nChanged 11
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	Iteration 89Q: 3 clusters Score -2305156 nChanged 11
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	Iteration 90Q: 3 clusters Score -2305155 nChanged 7
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	Iteration 91Q: 3 clusters Score -2305154 nChanged 7
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	Iteration 92Q: 3 clusters Score -2305154 nChanged 9
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	Iteration 93Q: 3 clusters Score -2305156 nChanged 9
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	Iteration 94Q: 3 clusters Score -2305156 nChanged 14
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	Iteration 95Q: 3 clusters Score -2305154 nChanged 13
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	Iteration 96Q: 3 clusters Score -2305156 nChanged 16
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	Iteration 97Q: 3 clusters Score -2305158 nChanged 16
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	Iteration 98Q: 3 clusters Score -2305156 nChanged 23
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	Iteration 99Q: 3 clusters Score -2305155 nChanged 21
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	Iteration 100F: 3 clusters Score -2305160 nChanged 26
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	Iteration 101Q: 3 clusters Score -2305159 nChanged 22
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	Iteration 102Q: 3 clusters Score -2305160 nChanged 21
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	Iteration 103Q: 3 clusters Score -2305161 nChanged 19
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	Iteration 104Q: 3 clusters Score -2305162 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2305164.250000 Penalty: 978.647217
	Iteration 105Q: 3 clusters Score -2305164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2305166.250000 Penalty: 978.647217
	Iteration 106Q: 3 clusters Score -2305166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2305171.500000 Penalty: 978.647217
	Iteration 107Q: 3 clusters Score -2305172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2305172.500000 Penalty: 978.647217
	Iteration 108Q: 3 clusters Score -2305172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2305175.750000 Penalty: 978.647217
	Iteration 109Q: 3 clusters Score -2305176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2305177.750000 Penalty: 978.647217
	Iteration 110Q: 3 clusters Score -2305178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2305180.750000 Penalty: 978.647217
	Iteration 111Q: 3 clusters Score -2305181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2305178.250000 Penalty: 978.647217
	Iteration 112Q: 3 clusters Score -2305178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2305180.250000 Penalty: 978.647217
	Iteration 113Q: 3 clusters Score -2305180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2305180.250000 Penalty: 978.647217
	Iteration 114Q: 3 clusters Score -2305180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2305179.500000 Penalty: 978.647217
	Iteration 115Q: 3 clusters Score -2305180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2305180.500000 Penalty: 978.647217
	Iteration 116Q: 3 clusters Score -2305180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2305178.000000 Penalty: 978.647217
	Iteration 117Q: 3 clusters Score -2305178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2305176.500000 Penalty: 978.647217
	Iteration 118Q: 3 clusters Score -2305176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2305174.750000 Penalty: 978.647217
	Iteration 119Q: 3 clusters Score -2305175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2305174.500000 Penalty: 978.647217
	Iteration 120F: 3 clusters Score -2305174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2305174.000000 Penalty: 978.647217
	Iteration 121Q: 3 clusters Score -2305174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2305176.750000 Penalty: 978.647217
	Iteration 122Q: 3 clusters Score -2305177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2305177.750000 Penalty: 978.647217
	Iteration 123Q: 3 clusters Score -2305178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2305177.250000 Penalty: 978.647217
	Iteration 124Q: 3 clusters Score -2305177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2305177.500000 Penalty: 978.647217
	Iteration 125Q: 3 clusters Score -2305178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2305179.000000 Penalty: 978.647217
	Iteration 126Q: 3 clusters Score -2305179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2305178.750000 Penalty: 978.647217
	Iteration 127Q: 3 clusters Score -2305179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2305176.000000 Penalty: 978.647217
	Iteration 128Q: 3 clusters Score -2305176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2305174.750000 Penalty: 978.647217
	Iteration 129Q: 3 clusters Score -2305175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2305171.750000 Penalty: 978.647217
	Iteration 130Q: 3 clusters Score -2305172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2305175.750000 Penalty: 978.647217
	Iteration 131Q: 3 clusters Score -2305176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2305175.750000 Penalty: 978.647217
	Iteration 132Q: 3 clusters Score -2305176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2305175.750000 Penalty: 978.647217
	Iteration 133Q: 3 clusters Score -2305176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2305176.000000 Penalty: 978.647217
	Iteration 134Q: 3 clusters Score -2305176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2305181.000000 Penalty: 978.647217
	Iteration 135Q: 3 clusters Score -2305181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2305181.750000 Penalty: 978.647217
	Iteration 136Q: 3 clusters Score -2305182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2305181.750000 Penalty: 978.647217
	Iteration 137Q: 3 clusters Score -2305182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2305180.500000 Penalty: 978.647217
	Iteration 138Q: 3 clusters Score -2305180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2305182.250000 Penalty: 978.647217
	Iteration 139Q: 3 clusters Score -2305182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2305181.000000 Penalty: 978.647217
	Iteration 140F: 3 clusters Score -2305181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2305181.500000 Penalty: 978.647217
	Iteration 141Q: 3 clusters Score -2305182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2305180.750000 Penalty: 978.647217
	Iteration 142Q: 3 clusters Score -2305181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2305181.250000 Penalty: 978.647217
	Iteration 143Q: 3 clusters Score -2305181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2305181.250000 Penalty: 978.647217
	Iteration 144Q: 3 clusters Score -2305181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2305181.250000 Penalty: 978.647217
	Iteration 145Q: 3 clusters Score -2305181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2305178.500000 Penalty: 978.647217
	Iteration 146Q: 3 clusters Score -2305178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2305177.000000 Penalty: 978.647217
	Iteration 147Q: 3 clusters Score -2305177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2305176.750000 Penalty: 978.647217
	Iteration 148Q: 3 clusters Score -2305177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2305179.750000 Penalty: 978.647217
	Iteration 149Q: 3 clusters Score -2305180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2305179.750000 Penalty: 978.647217
	Iteration 150Q: 3 clusters Score -2305180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2305177.500000 Penalty: 978.647217
	Iteration 151Q: 3 clusters Score -2305178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2305177.500000 Penalty: 978.647217
	Iteration 152Q: 3 clusters Score -2305178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2305177.000000 Penalty: 978.647217
	Iteration 153Q: 3 clusters Score -2305177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2305177.250000 Penalty: 978.647217
	Iteration 154Q: 3 clusters Score -2305177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2305177.250000 Penalty: 978.647217
	Iteration 155F: 3 clusters Score -2305177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -43558.437500 Penalty: 299.482147
	Iteration 0F: 2 clusters Score -43558.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -42907.539062 Penalty: 598.964294
	Iteration 0F: 3 clusters Score -42907.54 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43056.390625 Penalty: 598.964294
	Iteration 1F: 3 clusters Score -43056.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43096.132812 Penalty: 598.964294
	Iteration 2F: 3 clusters Score -43096.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43122.605469 Penalty: 598.964294
	Iteration 3F: 3 clusters Score -43122.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43149.937500 Penalty: 598.964294
	Iteration 4Q: 3 clusters Score -43149.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43192.296875 Penalty: 598.964294
	Iteration 5Q: 3 clusters Score -43192.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43210.464844 Penalty: 598.964294
	Iteration 6Q: 3 clusters Score -43210.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -43226.460938 Penalty: 598.964294
	Iteration 7Q: 3 clusters Score -43226.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43231.097656 Penalty: 598.964294
	Iteration 8Q: 3 clusters Score -43231.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -43237.121094 Penalty: 598.964294
	Iteration 9Q: 3 clusters Score -43237.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43242.777344 Penalty: 598.964294
	Iteration 10Q: 3 clusters Score -43242.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43249.042969 Penalty: 598.964294
	Iteration 11Q: 3 clusters Score -43249.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -43257.117188 Penalty: 598.964294
	Iteration 12Q: 3 clusters Score -43257.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43266.503906 Penalty: 598.964294
	Iteration 13Q: 3 clusters Score -43266.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -43280.960938 Penalty: 598.964294
	Iteration 14Q: 3 clusters Score -43280.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -43297.050781 Penalty: 598.964294
	Iteration 15Q: 3 clusters Score -43297.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43311.972656 Penalty: 598.964294
	Iteration 16Q: 3 clusters Score -43311.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -43321.964844 Penalty: 598.964294
	Iteration 17Q: 3 clusters Score -43321.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -43330.281250 Penalty: 598.964294
	Iteration 18Q: 3 clusters Score -43330.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43341.699219 Penalty: 598.964294
	Iteration 19Q: 3 clusters Score -43341.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -43356.550781 Penalty: 598.964294
	Iteration 20F: 3 clusters Score -43356.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43370.394531 Penalty: 598.964294
	Iteration 21Q: 3 clusters Score -43370.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43378.437500 Penalty: 598.964294
	Iteration 22Q: 3 clusters Score -43378.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -43384.089844 Penalty: 598.964294
	Iteration 23Q: 3 clusters Score -43384.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43387.839844 Penalty: 598.964294
	Iteration 24Q: 3 clusters Score -43387.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -43391.125000 Penalty: 598.964294
	Iteration 25Q: 3 clusters Score -43391.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43392.570312 Penalty: 598.964294
	Iteration 26Q: 3 clusters Score -43392.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43393.648438 Penalty: 598.964294
	Iteration 27Q: 3 clusters Score -43393.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43394.101562 Penalty: 598.964294
	Iteration 28Q: 3 clusters Score -43394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43394.101562 Penalty: 598.964294
	Iteration 29F: 3 clusters Score -43394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (37560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Entering Unmasked Estep 
Score: -1765701.500000 Penalty: 479.283142
	Iteration 0F: 2 clusters Score -1765702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1740595.000000 Penalty: 958.566284
	Iteration 0F: 3 clusters Score -1740595 nChanged 17971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -1751146.000000 Penalty: 958.566284
	Iteration 1F: 3 clusters Score -1751146 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -1751566.125000 Penalty: 958.566284
	Iteration 2Q: 3 clusters Score -1751566 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -1752125.625000 Penalty: 958.566284
	Iteration 3Q: 3 clusters Score -1752126 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -1752927.875000 Penalty: 958.566284
	Iteration 4Q: 3 clusters Score -1752928 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -1754127.750000 Penalty: 958.566284
	Iteration 5F: 3 clusters Score -1754128 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -1755698.625000 Penalty: 958.566284
	Iteration 6F: 3 clusters Score -1755699 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -1757512.750000 Penalty: 958.566284
	Iteration 7F: 3 clusters Score -1757513 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -1759183.000000 Penalty: 958.566284
	Iteration 8F: 3 clusters Score -1759183 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -1760309.125000 Penalty: 958.566284
	Iteration 9Q: 3 clusters Score -1760309 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -1761018.375000 Penalty: 958.566284
	Iteration 10Q: 3 clusters Score -1761018 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -1761522.750000 Penalty: 958.566284
	Iteration 11Q: 3 clusters Score -1761523 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -1762019.000000 Penalty: 958.566284
	Iteration 12Q: 3 clusters Score -1762019 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -1762547.250000 Penalty: 958.566284
	Iteration 13Q: 3 clusters Score -1762547 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -1763056.625000 Penalty: 958.566284
	Iteration 14Q: 3 clusters Score -1763057 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -1763565.500000 Penalty: 958.566284
	Iteration 15Q: 3 clusters Score -1763566 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -1763997.750000 Penalty: 958.566284
	Iteration 16Q: 3 clusters Score -1763998 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -1764378.000000 Penalty: 958.566284
	Iteration 17Q: 3 clusters Score -1764378 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -1764721.125000 Penalty: 958.566284
	Iteration 18Q: 3 clusters Score -1764721 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -1765004.375000 Penalty: 958.566284
	Iteration 19Q: 3 clusters Score -1765004 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -1765150.000000 Penalty: 958.566284
	Iteration 20F: 3 clusters Score -1765150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -1765210.875000 Penalty: 958.566284
	Iteration 21Q: 3 clusters Score -1765211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -1765240.625000 Penalty: 958.566284
	Iteration 22Q: 3 clusters Score -1765241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -1765253.375000 Penalty: 958.566284
	Iteration 23Q: 3 clusters Score -1765253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -1765261.625000 Penalty: 958.566284
	Iteration 24Q: 3 clusters Score -1765262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -1765269.125000 Penalty: 958.566284
	Iteration 25Q: 3 clusters Score -1765269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -1765273.500000 Penalty: 958.566284
	Iteration 26Q: 3 clusters Score -1765274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -1765275.000000 Penalty: 958.566284
	Iteration 27Q: 3 clusters Score -1765275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -1765283.750000 Penalty: 958.566284
	Iteration 28Q: 3 clusters Score -1765284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -1765293.750000 Penalty: 958.566284
	Iteration 29Q: 3 clusters Score -1765294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -1765296.375000 Penalty: 958.566284
	Iteration 30Q: 3 clusters Score -1765296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -1765296.375000 Penalty: 958.566284
	Iteration 31F: 3 clusters Score -1765296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -13570.275391 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -13570.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13174.758789 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -13174.76 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13293.870117 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -13293.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13327.262695 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -13327.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13350.450195 Penalty: 539.592651
	Iteration 3F: 3 clusters Score -13350.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13369.209961 Penalty: 539.592651
	Iteration 4F: 3 clusters Score -13369.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13386.674805 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -13386.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13393.521484 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -13393.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13399.947266 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -13399.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13402.317383 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -13402.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13403.721680 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -13403.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13404.158203 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -13404.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13404.158203 Penalty: 539.592651
	Iteration 11F: 3 clusters Score -13404.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -72207.632812 Penalty: 329.579834
	Iteration 0F: 2 clusters Score -72207.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -71163.929688 Penalty: 659.159668
	Iteration 0F: 3 clusters Score -71163.93 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -71567.921875 Penalty: 659.159668
	Iteration 1F: 3 clusters Score -71567.92 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -71649.585938 Penalty: 659.159668
	Iteration 2F: 3 clusters Score -71649.59 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -71696.445312 Penalty: 659.159668
	Iteration 3F: 3 clusters Score -71696.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -71722.804688 Penalty: 659.159668
	Iteration 4Q: 3 clusters Score -71722.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71737.187500 Penalty: 659.159668
	Iteration 5Q: 3 clusters Score -71737.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -71744.921875 Penalty: 659.159668
	Iteration 6Q: 3 clusters Score -71744.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -71752.671875 Penalty: 659.159668
	Iteration 7Q: 3 clusters Score -71752.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -71759.054688 Penalty: 659.159668
	Iteration 8Q: 3 clusters Score -71759.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -71766.851562 Penalty: 659.159668
	Iteration 9Q: 3 clusters Score -71766.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71778.570312 Penalty: 659.159668
	Iteration 10Q: 3 clusters Score -71778.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71785.203125 Penalty: 659.159668
	Iteration 11Q: 3 clusters Score -71785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71791.984375 Penalty: 659.159668
	Iteration 12Q: 3 clusters Score -71791.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71797.890625 Penalty: 659.159668
	Iteration 13Q: 3 clusters Score -71797.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71804.664062 Penalty: 659.159668
	Iteration 14Q: 3 clusters Score -71804.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71827.843750 Penalty: 659.159668
	Iteration 15Q: 3 clusters Score -71827.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71863.039062 Penalty: 659.159668
	Iteration 16Q: 3 clusters Score -71863.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71887.132812 Penalty: 659.159668
	Iteration 17Q: 3 clusters Score -71887.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71904.609375 Penalty: 659.159668
	Iteration 18Q: 3 clusters Score -71904.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71913.671875 Penalty: 659.159668
	Iteration 19Q: 3 clusters Score -71913.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71916.625000 Penalty: 659.159668
	Iteration 20F: 3 clusters Score -71916.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71918.328125 Penalty: 659.159668
	Iteration 21Q: 3 clusters Score -71918.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71919.734375 Penalty: 659.159668
	Iteration 22Q: 3 clusters Score -71919.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71920.695312 Penalty: 659.159668
	Iteration 23Q: 3 clusters Score -71920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71922.367188 Penalty: 659.159668
	Iteration 24Q: 3 clusters Score -71922.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71924.593750 Penalty: 659.159668
	Iteration 25Q: 3 clusters Score -71924.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71924.773438 Penalty: 659.159668
	Iteration 26Q: 3 clusters Score -71924.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71924.773438 Penalty: 659.159668
	Iteration 27F: 3 clusters Score -71924.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (191397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191397 members 
Entering Unmasked Estep 
Score: -9490731.000000 Penalty: 553.375793
	Iteration 0F: 2 clusters Score -9490731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95851 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -9361709.000000 Penalty: 1106.751587
	Iteration 0F: 3 clusters Score -9361709 nChanged 93994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105345 members 
Mstep: Class 2 contains 86052 members 
Entering Unmasked Estep 
Score: -9418993.000000 Penalty: 1106.751587
	Iteration 1F: 3 clusters Score -9418993 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111454 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -9421819.000000 Penalty: 1106.751587
	Iteration 2Q: 3 clusters Score -9421819 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120319 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -9426900.000000 Penalty: 1106.751587
	Iteration 3F: 3 clusters Score -9426900 nChanged 12845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132276 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -9435646.000000 Penalty: 1106.751587
	Iteration 4F: 3 clusters Score -9435646 nChanged 14716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146396 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -9448963.000000 Penalty: 1106.751587
	Iteration 5F: 3 clusters Score -9448963 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -9462563.000000 Penalty: 1106.751587
	Iteration 6F: 3 clusters Score -9462563 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169371 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -9472489.000000 Penalty: 1106.751587
	Iteration 7F: 3 clusters Score -9472489 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175856 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -9478335.000000 Penalty: 1106.751587
	Iteration 8Q: 3 clusters Score -9478335 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180532 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -9482071.000000 Penalty: 1106.751587
	Iteration 9Q: 3 clusters Score -9482071 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184096 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -9484745.000000 Penalty: 1106.751587
	Iteration 10Q: 3 clusters Score -9484745 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186685 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -9486699.000000 Penalty: 1106.751587
	Iteration 11Q: 3 clusters Score -9486699 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188528 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -9488129.000000 Penalty: 1106.751587
	Iteration 12Q: 3 clusters Score -9488129 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189758 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9489037.000000 Penalty: 1106.751587
	Iteration 13Q: 3 clusters Score -9489037 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190539 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9489646.000000 Penalty: 1106.751587
	Iteration 14Q: 3 clusters Score -9489646 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190976 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9489990.000000 Penalty: 1106.751587
	Iteration 15Q: 3 clusters Score -9489990 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191197 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9490099.000000 Penalty: 1106.751587
	Iteration 16Q: 3 clusters Score -9490099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191289 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9490156.000000 Penalty: 1106.751587
	Iteration 17Q: 3 clusters Score -9490156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191318 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9490187.000000 Penalty: 1106.751587
	Iteration 18Q: 3 clusters Score -9490187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191331 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9490205.000000 Penalty: 1106.751587
	Iteration 19Q: 3 clusters Score -9490205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191336 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9490214.000000 Penalty: 1106.751587
	Iteration 20F: 3 clusters Score -9490214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191338 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9490216.000000 Penalty: 1106.751587
	Iteration 21Q: 3 clusters Score -9490216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191339 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9490217.000000 Penalty: 1106.751587
	Iteration 22Q: 3 clusters Score -9490217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191339 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9490218.000000 Penalty: 1106.751587
	Iteration 23Q: 3 clusters Score -9490218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191339 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9490218.000000 Penalty: 1106.751587
	Iteration 24F: 3 clusters Score -9490218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Entering Unmasked Estep 
Score: -513554.156250 Penalty: 423.349121
	Iteration 0F: 2 clusters Score -513554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -506169.968750 Penalty: 846.698242
	Iteration 0F: 3 clusters Score -506170 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -509161.625000 Penalty: 846.698242
	Iteration 1F: 3 clusters Score -509161.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -509400.250000 Penalty: 846.698242
	Iteration 2Q: 3 clusters Score -509400.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -509703.187500 Penalty: 846.698242
	Iteration 3F: 3 clusters Score -509703.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -510113.406250 Penalty: 846.698242
	Iteration 4F: 3 clusters Score -510113.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -510624.312500 Penalty: 846.698242
	Iteration 5F: 3 clusters Score -510624.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -511154.937500 Penalty: 846.698242
	Iteration 6F: 3 clusters Score -511154.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -511578.718750 Penalty: 846.698242
	Iteration 7F: 3 clusters Score -511578.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -511912.187500 Penalty: 846.698242
	Iteration 8Q: 3 clusters Score -511912.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -512159.468750 Penalty: 846.698242
	Iteration 9Q: 3 clusters Score -512159.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -512359.531250 Penalty: 846.698242
	Iteration 10Q: 3 clusters Score -512359.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -512510.218750 Penalty: 846.698242
	Iteration 11Q: 3 clusters Score -512510.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -512621.500000 Penalty: 846.698242
	Iteration 12Q: 3 clusters Score -512621.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -512713.375000 Penalty: 846.698242
	Iteration 13Q: 3 clusters Score -512713.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -512794.687500 Penalty: 846.698242
	Iteration 14Q: 3 clusters Score -512794.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -512870.781250 Penalty: 846.698242
	Iteration 15Q: 3 clusters Score -512870.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -512940.437500 Penalty: 846.698242
	Iteration 16Q: 3 clusters Score -512940.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -512989.781250 Penalty: 846.698242
	Iteration 17Q: 3 clusters Score -512989.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -513041.437500 Penalty: 846.698242
	Iteration 18Q: 3 clusters Score -513041.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -513081.000000 Penalty: 846.698242
	Iteration 19Q: 3 clusters Score -513081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -513109.500000 Penalty: 846.698242
	Iteration 20F: 3 clusters Score -513109.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -513125.250000 Penalty: 846.698242
	Iteration 21Q: 3 clusters Score -513125.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -513137.718750 Penalty: 846.698242
	Iteration 22Q: 3 clusters Score -513137.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -513153.343750 Penalty: 846.698242
	Iteration 23Q: 3 clusters Score -513153.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -513165.500000 Penalty: 846.698242
	Iteration 24Q: 3 clusters Score -513165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -513176.718750 Penalty: 846.698242
	Iteration 25Q: 3 clusters Score -513176.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -513188.468750 Penalty: 846.698242
	Iteration 26Q: 3 clusters Score -513188.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -513195.781250 Penalty: 846.698242
	Iteration 27Q: 3 clusters Score -513195.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -513206.656250 Penalty: 846.698242
	Iteration 28Q: 3 clusters Score -513206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -513208.187500 Penalty: 846.698242
	Iteration 29Q: 3 clusters Score -513208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -513210.406250 Penalty: 846.698242
	Iteration 30Q: 3 clusters Score -513210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -513213.468750 Penalty: 846.698242
	Iteration 31Q: 3 clusters Score -513213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -513214.968750 Penalty: 846.698242
	Iteration 32Q: 3 clusters Score -513215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -513215.187500 Penalty: 846.698242
	Iteration 33Q: 3 clusters Score -513215.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -513215.187500 Penalty: 846.698242
	Iteration 34F: 3 clusters Score -513215.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Entering Unmasked Estep 
Score: -268254.468750 Penalty: 389.290558
	Iteration 0F: 2 clusters Score -268254.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -264737.687500 Penalty: 778.581116
	Iteration 0F: 3 clusters Score -264737.7 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -266028.375000 Penalty: 778.581116
	Iteration 1F: 3 clusters Score -266028.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -266168.031250 Penalty: 778.581116
	Iteration 2F: 3 clusters Score -266168 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -266298.812500 Penalty: 778.581116
	Iteration 3F: 3 clusters Score -266298.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -266481.000000 Penalty: 778.581116
	Iteration 4F: 3 clusters Score -266481 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -266725.250000 Penalty: 778.581116
	Iteration 5F: 3 clusters Score -266725.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -267017.468750 Penalty: 778.581116
	Iteration 6F: 3 clusters Score -267017.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -267272.843750 Penalty: 778.581116
	Iteration 7F: 3 clusters Score -267272.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -267464.250000 Penalty: 778.581116
	Iteration 8Q: 3 clusters Score -267464.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -267585.531250 Penalty: 778.581116
	Iteration 9Q: 3 clusters Score -267585.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -267692.625000 Penalty: 778.581116
	Iteration 10Q: 3 clusters Score -267692.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -267763.250000 Penalty: 778.581116
	Iteration 11Q: 3 clusters Score -267763.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -267825.531250 Penalty: 778.581116
	Iteration 12Q: 3 clusters Score -267825.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -267854.562500 Penalty: 778.581116
	Iteration 13Q: 3 clusters Score -267854.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -267869.312500 Penalty: 778.581116
	Iteration 14Q: 3 clusters Score -267869.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -267882.312500 Penalty: 778.581116
	Iteration 15Q: 3 clusters Score -267882.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -267891.750000 Penalty: 778.581116
	Iteration 16Q: 3 clusters Score -267891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -267897.406250 Penalty: 778.581116
	Iteration 17Q: 3 clusters Score -267897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -267900.156250 Penalty: 778.581116
	Iteration 18Q: 3 clusters Score -267900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -267900.718750 Penalty: 778.581116
	Iteration 19Q: 3 clusters Score -267900.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -267900.718750 Penalty: 778.581116
	Iteration 20F: 3 clusters Score -267900.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6342.782715 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6342.783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6150.103027 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -6150.103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6264.564941 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -6264.565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6312.319824 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -6312.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6342.888184 Penalty: 441.534760
	Iteration 3F: 3 clusters Score -6342.888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6360.208496 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -6360.208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6362.866699 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -6362.867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6362.866699 Penalty: 441.534760
	Iteration 6F: 3 clusters Score -6362.867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94325 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 31971 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20851 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27988 members 
Mstep: Class 9 contains 29941 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 96468 members 
Mstep: Class 14 contains 216349 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7917 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 164249 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 2576 members 
Mstep: Class 28 contains 42042 members 
Mstep: Class 29 contains 4595 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199335 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5764 members 
Mstep: Class 37 contains 46834 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37560 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191397 members 
Mstep: Class 43 contains 10986 members 
Mstep: Class 44 contains 5197 members 
Mstep: Class 45 contains 31 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10492 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 97 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186129 members 
Mstep: Class 65 contains 12307 members 
Mstep: Class 66 contains 29772 members 
Mstep: Class 67 contains 2450 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28309 members 
Mstep: Class 72 contains 131571 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191652 members 
Mstep: Class 77 contains 80689 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
Score: -90801696.000000 Penalty: 52748.445312
Splitting cluster 45 changes total score from -90802088.000000 to -90801696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -37980.433594 Penalty: 300.664032
	Iteration 0F: 2 clusters Score -37980.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37332.933594 Penalty: 601.328064
	Iteration 0F: 3 clusters Score -37332.93 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -37604.820312 Penalty: 601.328064
	Iteration 1F: 3 clusters Score -37604.82 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -37688.000000 Penalty: 601.328064
	Iteration 2F: 3 clusters Score -37688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37729.906250 Penalty: 601.328064
	Iteration 3Q: 3 clusters Score -37729.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -37757.640625 Penalty: 601.328064
	Iteration 4Q: 3 clusters Score -37757.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37769.281250 Penalty: 601.328064
	Iteration 5Q: 3 clusters Score -37769.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37776.976562 Penalty: 601.328064
	Iteration 6Q: 3 clusters Score -37776.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -37781.800781 Penalty: 601.328064
	Iteration 7Q: 3 clusters Score -37781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -37786.320312 Penalty: 601.328064
	Iteration 8Q: 3 clusters Score -37786.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -37790.312500 Penalty: 601.328064
	Iteration 9Q: 3 clusters Score -37790.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -37796.281250 Penalty: 601.328064
	Iteration 10Q: 3 clusters Score -37796.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -37800.175781 Penalty: 601.328064
	Iteration 11Q: 3 clusters Score -37800.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -37804.332031 Penalty: 601.328064
	Iteration 12Q: 3 clusters Score -37804.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -37808.707031 Penalty: 601.328064
	Iteration 13Q: 3 clusters Score -37808.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -37810.750000 Penalty: 601.328064
	Iteration 14Q: 3 clusters Score -37810.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -37811.304688 Penalty: 601.328064
	Iteration 15Q: 3 clusters Score -37811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37811.925781 Penalty: 601.328064
	Iteration 16Q: 3 clusters Score -37811.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37811.925781 Penalty: 601.328064
	Iteration 17F: 3 clusters Score -37811.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (10492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Entering Unmasked Estep 
Score: -517077.062500 Penalty: 421.255768
	Iteration 0F: 2 clusters Score -517077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -510078.562500 Penalty: 842.511536
	Iteration 0F: 3 clusters Score -510078.6 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -512849.468750 Penalty: 842.511536
	Iteration 1F: 3 clusters Score -512849.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -513039.218750 Penalty: 842.511536
	Iteration 2Q: 3 clusters Score -513039.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -513282.500000 Penalty: 842.511536
	Iteration 3F: 3 clusters Score -513282.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -513592.375000 Penalty: 842.511536
	Iteration 4F: 3 clusters Score -513592.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -513995.468750 Penalty: 842.511536
	Iteration 5F: 3 clusters Score -513995.5 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -514582.906250 Penalty: 842.511536
	Iteration 6F: 3 clusters Score -514582.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -515177.875000 Penalty: 842.511536
	Iteration 7F: 3 clusters Score -515177.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -515537.718750 Penalty: 842.511536
	Iteration 8Q: 3 clusters Score -515537.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -515672.718750 Penalty: 842.511536
	Iteration 9Q: 3 clusters Score -515672.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -515743.281250 Penalty: 842.511536
	Iteration 10Q: 3 clusters Score -515743.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -515791.781250 Penalty: 842.511536
	Iteration 11Q: 3 clusters Score -515791.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -515833.687500 Penalty: 842.511536
	Iteration 12Q: 3 clusters Score -515833.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -515867.750000 Penalty: 842.511536
	Iteration 13Q: 3 clusters Score -515867.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -515897.750000 Penalty: 842.511536
	Iteration 14Q: 3 clusters Score -515897.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -515925.187500 Penalty: 842.511536
	Iteration 15Q: 3 clusters Score -515925.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -515955.593750 Penalty: 842.511536
	Iteration 16Q: 3 clusters Score -515955.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -515983.937500 Penalty: 842.511536
	Iteration 17Q: 3 clusters Score -515983.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -516005.343750 Penalty: 842.511536
	Iteration 18Q: 3 clusters Score -516005.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -516032.781250 Penalty: 842.511536
	Iteration 19Q: 3 clusters Score -516032.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -516064.968750 Penalty: 842.511536
	Iteration 20F: 3 clusters Score -516065 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -516093.156250 Penalty: 842.511536
	Iteration 21Q: 3 clusters Score -516093.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -516113.656250 Penalty: 842.511536
	Iteration 22Q: 3 clusters Score -516113.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -516135.093750 Penalty: 842.511536
	Iteration 23Q: 3 clusters Score -516135.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -516154.218750 Penalty: 842.511536
	Iteration 24Q: 3 clusters Score -516154.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -516178.687500 Penalty: 842.511536
	Iteration 25Q: 3 clusters Score -516178.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -516202.312500 Penalty: 842.511536
	Iteration 26Q: 3 clusters Score -516202.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -516218.750000 Penalty: 842.511536
	Iteration 27Q: 3 clusters Score -516218.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -516235.625000 Penalty: 842.511536
	Iteration 28Q: 3 clusters Score -516235.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -516254.406250 Penalty: 842.511536
	Iteration 29Q: 3 clusters Score -516254.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -516270.718750 Penalty: 842.511536
	Iteration 30Q: 3 clusters Score -516270.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -516286.468750 Penalty: 842.511536
	Iteration 31Q: 3 clusters Score -516286.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -516298.437500 Penalty: 842.511536
	Iteration 32Q: 3 clusters Score -516298.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -516316.625000 Penalty: 842.511536
	Iteration 33Q: 3 clusters Score -516316.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -516340.906250 Penalty: 842.511536
	Iteration 34Q: 3 clusters Score -516340.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -516369.656250 Penalty: 842.511536
	Iteration 35Q: 3 clusters Score -516369.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -516396.031250 Penalty: 842.511536
	Iteration 36Q: 3 clusters Score -516396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -516417.656250 Penalty: 842.511536
	Iteration 37Q: 3 clusters Score -516417.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -516442.000000 Penalty: 842.511536
	Iteration 38Q: 3 clusters Score -516442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -516463.906250 Penalty: 842.511536
	Iteration 39Q: 3 clusters Score -516463.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -516487.000000 Penalty: 842.511536
	Iteration 40F: 3 clusters Score -516487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -516508.218750 Penalty: 842.511536
	Iteration 41Q: 3 clusters Score -516508.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -516523.218750 Penalty: 842.511536
	Iteration 42Q: 3 clusters Score -516523.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -516540.468750 Penalty: 842.511536
	Iteration 43Q: 3 clusters Score -516540.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -516568.375000 Penalty: 842.511536
	Iteration 44Q: 3 clusters Score -516568.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -516587.375000 Penalty: 842.511536
	Iteration 45Q: 3 clusters Score -516587.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -516603.500000 Penalty: 842.511536
	Iteration 46Q: 3 clusters Score -516603.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -516616.875000 Penalty: 842.511536
	Iteration 47Q: 3 clusters Score -516616.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -516628.875000 Penalty: 842.511536
	Iteration 48Q: 3 clusters Score -516628.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -516641.625000 Penalty: 842.511536
	Iteration 49Q: 3 clusters Score -516641.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -516650.093750 Penalty: 842.511536
	Iteration 50Q: 3 clusters Score -516650.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -516655.281250 Penalty: 842.511536
	Iteration 51Q: 3 clusters Score -516655.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -516662.187500 Penalty: 842.511536
	Iteration 52Q: 3 clusters Score -516662.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -516669.343750 Penalty: 842.511536
	Iteration 53Q: 3 clusters Score -516669.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -516676.125000 Penalty: 842.511536
	Iteration 54Q: 3 clusters Score -516676.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -516682.656250 Penalty: 842.511536
	Iteration 55Q: 3 clusters Score -516682.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -516689.250000 Penalty: 842.511536
	Iteration 56Q: 3 clusters Score -516689.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -516694.875000 Penalty: 842.511536
	Iteration 57Q: 3 clusters Score -516694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -516697.468750 Penalty: 842.511536
	Iteration 58Q: 3 clusters Score -516697.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -516700.812500 Penalty: 842.511536
	Iteration 59Q: 3 clusters Score -516700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -516703.500000 Penalty: 842.511536
	Iteration 60F: 3 clusters Score -516703.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -516706.781250 Penalty: 842.511536
	Iteration 61Q: 3 clusters Score -516706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -516707.687500 Penalty: 842.511536
	Iteration 62Q: 3 clusters Score -516707.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -516709.843750 Penalty: 842.511536
	Iteration 63Q: 3 clusters Score -516709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -516710.843750 Penalty: 842.511536
	Iteration 64Q: 3 clusters Score -516710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -516712.125000 Penalty: 842.511536
	Iteration 65Q: 3 clusters Score -516712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -516712.906250 Penalty: 842.511536
	Iteration 66Q: 3 clusters Score -516712.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -516713.281250 Penalty: 842.511536
	Iteration 67Q: 3 clusters Score -516713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -516715.125000 Penalty: 842.511536
	Iteration 68Q: 3 clusters Score -516715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -516720.656250 Penalty: 842.511536
	Iteration 69Q: 3 clusters Score -516720.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -516723.687500 Penalty: 842.511536
	Iteration 70Q: 3 clusters Score -516723.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -516724.687500 Penalty: 842.511536
	Iteration 71Q: 3 clusters Score -516724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -516725.343750 Penalty: 842.511536
	Iteration 72Q: 3 clusters Score -516725.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -516726.625000 Penalty: 842.511536
	Iteration 73Q: 3 clusters Score -516726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -516726.625000 Penalty: 842.511536
	Iteration 74Q: 3 clusters Score -516726.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -516726.625000 Penalty: 842.511536
	Iteration 75F: 3 clusters Score -516726.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -12570.553711 Penalty: 277.970764
	Iteration 0F: 2 clusters Score -12570.55 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 236 members 
Entering Unmasked Estep 
Score: -12117.388672 Penalty: 555.941528
	Iteration 0F: 3 clusters Score -12117.39 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12253.969727 Penalty: 555.941528
	Iteration 1F: 3 clusters Score -12253.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12296.191406 Penalty: 555.941528
	Iteration 2F: 3 clusters Score -12296.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12325.928711 Penalty: 555.941528
	Iteration 3F: 3 clusters Score -12325.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12352.406250 Penalty: 555.941528
	Iteration 4Q: 3 clusters Score -12352.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12378.493164 Penalty: 555.941528
	Iteration 5F: 3 clusters Score -12378.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12402.121094 Penalty: 555.941528
	Iteration 6Q: 3 clusters Score -12402.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12418.483398 Penalty: 555.941528
	Iteration 7Q: 3 clusters Score -12418.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12426.072266 Penalty: 555.941528
	Iteration 8Q: 3 clusters Score -12426.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12438.682617 Penalty: 555.941528
	Iteration 9Q: 3 clusters Score -12438.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12448.160156 Penalty: 555.941528
	Iteration 10Q: 3 clusters Score -12448.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12456.235352 Penalty: 555.941528
	Iteration 11Q: 3 clusters Score -12456.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12462.371094 Penalty: 555.941528
	Iteration 12Q: 3 clusters Score -12462.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12464.033203 Penalty: 555.941528
	Iteration 13Q: 3 clusters Score -12464.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12466.892578 Penalty: 555.941528
	Iteration 14Q: 3 clusters Score -12466.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12468.285156 Penalty: 555.941528
	Iteration 15Q: 3 clusters Score -12468.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12470.804688 Penalty: 555.941528
	Iteration 16Q: 3 clusters Score -12470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12471.644531 Penalty: 555.941528
	Iteration 17Q: 3 clusters Score -12471.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12479.317383 Penalty: 555.941528
	Iteration 18Q: 3 clusters Score -12479.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12485.905273 Penalty: 555.941528
	Iteration 19Q: 3 clusters Score -12485.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12489.920898 Penalty: 555.941528
	Iteration 20F: 3 clusters Score -12489.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12494.719727 Penalty: 555.941528
	Iteration 21Q: 3 clusters Score -12494.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12497.020508 Penalty: 555.941528
	Iteration 22Q: 3 clusters Score -12497.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12497.432617 Penalty: 555.941528
	Iteration 23Q: 3 clusters Score -12497.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12498.701172 Penalty: 555.941528
	Iteration 24Q: 3 clusters Score -12498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -12500.747070 Penalty: 555.941528
	Iteration 25Q: 3 clusters Score -12500.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -12501.154297 Penalty: 555.941528
	Iteration 26Q: 3 clusters Score -12501.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12502.192383 Penalty: 555.941528
	Iteration 27Q: 3 clusters Score -12502.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12502.784180 Penalty: 555.941528
	Iteration 28Q: 3 clusters Score -12502.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12502.784180 Penalty: 555.941528
	Iteration 29F: 3 clusters Score -12502.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -14547.900391 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -14547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14196.614258 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -14196.61 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14309.491211 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -14309.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14350.613281 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -14350.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14386.505859 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -14386.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14405.987305 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -14405.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14419.746094 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -14419.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14421.740234 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -14421.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14422.035156 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -14422.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14422.035156 Penalty: 509.456421
	Iteration 8F: 3 clusters Score -14422.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5354.571777 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5354.572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5158.976074 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5158.976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5220.896973 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5220.897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5249.822266 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -5249.822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5261.684570 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5261.685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5304.943359 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5304.943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5306.380371 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -5306.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5306.380371 Penalty: 427.743713
	Iteration 6F: 3 clusters Score -5306.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (63 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Entering Unmasked Estep 
Score: -2953.707764 Penalty: 188.512619
	Iteration 0F: 2 clusters Score -2953.708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2927.017578 Penalty: 377.025238
	Iteration 0F: 3 clusters Score -2927.018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2956.712891 Penalty: 377.025238
	Iteration 1F: 3 clusters Score -2956.713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2963.360107 Penalty: 377.025238
	Iteration 2Q: 3 clusters Score -2963.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2969.084229 Penalty: 377.025238
	Iteration 3Q: 3 clusters Score -2969.084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2975.083496 Penalty: 377.025238
	Iteration 4Q: 3 clusters Score -2975.083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2975.083496 Penalty: 377.025238
	Iteration 5F: 3 clusters Score -2975.083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94325 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 31971 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20851 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27988 members 
Mstep: Class 9 contains 29941 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 96468 members 
Mstep: Class 14 contains 216349 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7917 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 164249 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 2576 members 
Mstep: Class 28 contains 42042 members 
Mstep: Class 29 contains 4595 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199335 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5764 members 
Mstep: Class 37 contains 46834 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37560 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191397 members 
Mstep: Class 43 contains 10986 members 
Mstep: Class 44 contains 5197 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10492 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 51 contains 18 members 
Mstep: Class 52 contains 45 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186129 members 
Mstep: Class 65 contains 12307 members 
Mstep: Class 66 contains 29772 members 
Mstep: Class 67 contains 2450 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28309 members 
Mstep: Class 72 contains 131571 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191652 members 
Mstep: Class 77 contains 80689 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
Score: -90801608.000000 Penalty: 52748.445312
Splitting cluster 52 changes total score from -90802088.000000 to -90801608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -6827.395020 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -6827.395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6583.838379 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6583.838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6718.359863 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6718.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6817.199219 Penalty: 449.689453
	Iteration 2F: 3 clusters Score -6817.199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -6827.320312 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6827.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -6827.320312 Penalty: 449.689453
	Iteration 4F: 3 clusters Score -6827.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -49629.617188 Penalty: 318.432190
	Iteration 0F: 2 clusters Score -49629.62 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 538 members 
Entering Unmasked Estep 
Score: -48771.890625 Penalty: 636.864380
	Iteration 0F: 3 clusters Score -48771.89 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -48994.058594 Penalty: 636.864380
	Iteration 1F: 3 clusters Score -48994.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -49036.507812 Penalty: 636.864380
	Iteration 2F: 3 clusters Score -49036.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -49058.488281 Penalty: 636.864380
	Iteration 3Q: 3 clusters Score -49058.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -49083.105469 Penalty: 636.864380
	Iteration 4Q: 3 clusters Score -49083.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -49106.691406 Penalty: 636.864380
	Iteration 5Q: 3 clusters Score -49106.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -49124.339844 Penalty: 636.864380
	Iteration 6Q: 3 clusters Score -49124.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -49140.996094 Penalty: 636.864380
	Iteration 7Q: 3 clusters Score -49141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -49165.355469 Penalty: 636.864380
	Iteration 8Q: 3 clusters Score -49165.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -49196.652344 Penalty: 636.864380
	Iteration 9Q: 3 clusters Score -49196.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -49242.664062 Penalty: 636.864380
	Iteration 10Q: 3 clusters Score -49242.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -49280.351562 Penalty: 636.864380
	Iteration 11Q: 3 clusters Score -49280.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -49319.246094 Penalty: 636.864380
	Iteration 12Q: 3 clusters Score -49319.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -49348.382812 Penalty: 636.864380
	Iteration 13Q: 3 clusters Score -49348.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -49382.132812 Penalty: 636.864380
	Iteration 14Q: 3 clusters Score -49382.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -49406.902344 Penalty: 636.864380
	Iteration 15Q: 3 clusters Score -49406.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -49420.660156 Penalty: 636.864380
	Iteration 16Q: 3 clusters Score -49420.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -49435.835938 Penalty: 636.864380
	Iteration 17Q: 3 clusters Score -49435.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -49445.218750 Penalty: 636.864380
	Iteration 18Q: 3 clusters Score -49445.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -49453.843750 Penalty: 636.864380
	Iteration 19Q: 3 clusters Score -49453.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -49457.210938 Penalty: 636.864380
	Iteration 20F: 3 clusters Score -49457.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -49458.148438 Penalty: 636.864380
	Iteration 21Q: 3 clusters Score -49458.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -49458.957031 Penalty: 636.864380
	Iteration 22Q: 3 clusters Score -49458.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -49459.644531 Penalty: 636.864380
	Iteration 23Q: 3 clusters Score -49459.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -49459.781250 Penalty: 636.864380
	Iteration 24Q: 3 clusters Score -49459.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -49459.781250 Penalty: 636.864380
	Iteration 25F: 3 clusters Score -49459.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -21911.234375 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -21911.23 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: -21447.392578 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -21447.39 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21612.933594 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -21612.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21688.953125 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -21688.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21713.644531 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -21713.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21724.107422 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -21724.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21730.949219 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -21730.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21734.982422 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -21734.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21736.857422 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -21736.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21739.429688 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -21739.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21744.384766 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -21744.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21746.251953 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -21746.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21746.685547 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -21746.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21747.136719 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -21747.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21747.281250 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -21747.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21748.121094 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -21748.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21749.507812 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -21749.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21750.039062 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -21750.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21750.718750 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -21750.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21750.718750 Penalty: 554.924744
	Iteration 18F: 3 clusters Score -21750.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5826.743164 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5826.743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5586.031250 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5586.031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5619.646484 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5619.646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5628.974121 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5628.974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5631.548828 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5631.549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5632.940430 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5632.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5637.732910 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -5637.733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5637.732910 Penalty: 457.173126
	Iteration 6F: 3 clusters Score -5637.733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -7567.464355 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -7567.464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7369.386719 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -7369.387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7477.046875 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -7477.047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -7511.711914 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -7511.712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -7519.481445 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -7519.481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -7519.481445 Penalty: 451.618896
	Iteration 4F: 3 clusters Score -7519.481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -6884.685059 Penalty: 224.844727
	Iteration 0F: 2 clusters Score -6884.685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6649.450684 Penalty: 449.689453
	Iteration 0F: 3 clusters Score -6649.451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6700.857422 Penalty: 449.689453
	Iteration 1F: 3 clusters Score -6700.857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6710.854004 Penalty: 449.689453
	Iteration 2Q: 3 clusters Score -6710.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6714.809082 Penalty: 449.689453
	Iteration 3Q: 3 clusters Score -6714.809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6726.373535 Penalty: 449.689453
	Iteration 4Q: 3 clusters Score -6726.374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6728.409668 Penalty: 449.689453
	Iteration 5Q: 3 clusters Score -6728.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6730.065918 Penalty: 449.689453
	Iteration 6Q: 3 clusters Score -6730.066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6735.324707 Penalty: 449.689453
	Iteration 7Q: 3 clusters Score -6735.325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6737.354004 Penalty: 449.689453
	Iteration 8Q: 3 clusters Score -6737.354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6738.747070 Penalty: 449.689453
	Iteration 9Q: 3 clusters Score -6738.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6746.753906 Penalty: 449.689453
	Iteration 10Q: 3 clusters Score -6746.754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6749.268555 Penalty: 449.689453
	Iteration 11Q: 3 clusters Score -6749.269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6749.268555 Penalty: 449.689453
	Iteration 12F: 3 clusters Score -6749.269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -13799.651367 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -13799.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13460.908203 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -13460.91 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13579.428711 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -13579.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13622.729492 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -13622.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13646.852539 Penalty: 519.648865
	Iteration 3Q: 3 clusters Score -13646.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13661.175781 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -13661.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13675.607422 Penalty: 519.648865
	Iteration 5Q: 3 clusters Score -13675.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13688.859375 Penalty: 519.648865
	Iteration 6Q: 3 clusters Score -13688.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13695.243164 Penalty: 519.648865
	Iteration 7Q: 3 clusters Score -13695.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13696.357422 Penalty: 519.648865
	Iteration 8Q: 3 clusters Score -13696.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13696.357422 Penalty: 519.648865
	Iteration 9F: 3 clusters Score -13696.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14293.687500 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14293.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13961.715820 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -13961.72 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14106.689453 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14106.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14151.319336 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14151.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14173.953125 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -14173.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14190.175781 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14190.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14195.905273 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14195.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14200.925781 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14200.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14204.460938 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14204.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14210.137695 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14210.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14213.538086 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14213.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14216.231445 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -14216.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14216.526367 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -14216.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14217.166992 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -14217.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14217.166992 Penalty: 511.126190
	Iteration 13F: 3 clusters Score -14217.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -9341.950195 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9341.95 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 93 members 
Entering Unmasked Estep 
Score: -9058.261719 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9058.262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9124.027344 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9124.027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9151.376953 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9151.377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9160.639648 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -9160.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9164.933594 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9164.934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9166.078125 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9166.078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9170.158203 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9170.158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9171.146484 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -9171.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9171.146484 Penalty: 478.432068
	Iteration 8F: 3 clusters Score -9171.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -12756.124023 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -12756.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12435.366211 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -12435.37 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12527.883789 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -12527.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12553.643555 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -12553.64 nChanged 6
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: -12563.249023 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -12563.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12586.463867 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -12586.46 nChanged 9
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: -12599.106445 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -12599.11 nChanged 6
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: -12607.560547 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -12607.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12620.065430 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -12620.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12637.300781 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -12637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12642.142578 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -12642.14 nChanged 2
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: -12644.053711 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -12644.05 nChanged 2
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: -12645.484375 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -12645.48 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: -12645.484375 Penalty: 502.452942
	Iteration 12F: 3 clusters Score -12645.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -32001.835938 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -32001.84 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 328 members 
Entering Unmasked Estep 
Score: -31411.304688 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -31411.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31626.193359 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -31626.19 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31707.130859 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -31707.13 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31790.736328 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -31790.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31839.335938 Penalty: 592.162231
	Iteration 4F: 3 clusters Score -31839.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31861.126953 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -31861.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31876.953125 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -31876.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31889.150391 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -31889.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31896.673828 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -31896.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31899.666016 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -31899.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31900.414062 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -31900.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31901.029297 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -31901.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31901.029297 Penalty: 592.162231
	Iteration 12F: 3 clusters Score -31901.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (186129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186129 members 
Entering Unmasked Estep 
Score: -9091540.000000 Penalty: 552.105896
	Iteration 0F: 2 clusters Score -9091540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93271 members 
Mstep: Class 2 contains 92858 members 
Entering Unmasked Estep 
Score: -8965579.000000 Penalty: 1104.211792
	Iteration 0F: 3 clusters Score -8965579 nChanged 91426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -9024235.000000 Penalty: 1104.211792
	Iteration 1F: 3 clusters Score -9024235 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113194 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -9028378.000000 Penalty: 1104.211792
	Iteration 2Q: 3 clusters Score -9028378 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122404 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -9035024.000000 Penalty: 1104.211792
	Iteration 3F: 3 clusters Score -9035024 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133795 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -9045417.000000 Penalty: 1104.211792
	Iteration 4F: 3 clusters Score -9045417 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145394 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -9058366.000000 Penalty: 1104.211792
	Iteration 5F: 3 clusters Score -9058366 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154270 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -9069083.000000 Penalty: 1104.211792
	Iteration 6F: 3 clusters Score -9069083 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159903 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -9075129.000000 Penalty: 1104.211792
	Iteration 7Q: 3 clusters Score -9075129 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163746 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -9078353.000000 Penalty: 1104.211792
	Iteration 8Q: 3 clusters Score -9078353 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167028 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -9080685.000000 Penalty: 1104.211792
	Iteration 9Q: 3 clusters Score -9080685 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169938 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -9082456.000000 Penalty: 1104.211792
	Iteration 10Q: 3 clusters Score -9082456 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172571 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -9084057.000000 Penalty: 1104.211792
	Iteration 11Q: 3 clusters Score -9084057 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174932 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -9085487.000000 Penalty: 1104.211792
	Iteration 12Q: 3 clusters Score -9085487 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176947 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -9086642.000000 Penalty: 1104.211792
	Iteration 13Q: 3 clusters Score -9086642 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178705 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -9087525.000000 Penalty: 1104.211792
	Iteration 14Q: 3 clusters Score -9087525 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180137 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -9088303.000000 Penalty: 1104.211792
	Iteration 15Q: 3 clusters Score -9088303 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181370 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -9089015.000000 Penalty: 1104.211792
	Iteration 16Q: 3 clusters Score -9089015 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182317 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9089413.000000 Penalty: 1104.211792
	Iteration 17Q: 3 clusters Score -9089413 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183027 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -9089808.000000 Penalty: 1104.211792
	Iteration 18Q: 3 clusters Score -9089808 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183635 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -9090100.000000 Penalty: 1104.211792
	Iteration 19Q: 3 clusters Score -9090100 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184137 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9090385.000000 Penalty: 1104.211792
	Iteration 20F: 3 clusters Score -9090385 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184508 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9090519.000000 Penalty: 1104.211792
	Iteration 21Q: 3 clusters Score -9090519 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184761 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9090636.000000 Penalty: 1104.211792
	Iteration 22Q: 3 clusters Score -9090636 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184963 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9090740.000000 Penalty: 1104.211792
	Iteration 23Q: 3 clusters Score -9090740 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185123 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9090798.000000 Penalty: 1104.211792
	Iteration 24Q: 3 clusters Score -9090798 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185241 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9090850.000000 Penalty: 1104.211792
	Iteration 25Q: 3 clusters Score -9090850 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185336 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9090892.000000 Penalty: 1104.211792
	Iteration 26Q: 3 clusters Score -9090892 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185434 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9090928.000000 Penalty: 1104.211792
	Iteration 27Q: 3 clusters Score -9090928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185503 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9090955.000000 Penalty: 1104.211792
	Iteration 28Q: 3 clusters Score -9090955 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185558 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9090982.000000 Penalty: 1104.211792
	Iteration 29Q: 3 clusters Score -9090982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185598 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9090980.000000 Penalty: 1104.211792
	Iteration 30Q: 3 clusters Score -9090980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185628 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9090992.000000 Penalty: 1104.211792
	Iteration 31Q: 3 clusters Score -9090992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185658 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9091006.000000 Penalty: 1104.211792
	Iteration 32Q: 3 clusters Score -9091006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185680 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9091028.000000 Penalty: 1104.211792
	Iteration 33Q: 3 clusters Score -9091028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185700 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9091049.000000 Penalty: 1104.211792
	Iteration 34Q: 3 clusters Score -9091049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185717 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9091061.000000 Penalty: 1104.211792
	Iteration 35Q: 3 clusters Score -9091061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185734 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9091062.000000 Penalty: 1104.211792
	Iteration 36Q: 3 clusters Score -9091062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185744 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9091074.000000 Penalty: 1104.211792
	Iteration 37Q: 3 clusters Score -9091074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185751 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9091058.000000 Penalty: 1104.211792
	Iteration 38Q: 3 clusters Score -9091058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185759 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9091068.000000 Penalty: 1104.211792
	Iteration 39Q: 3 clusters Score -9091068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185769 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9091083.000000 Penalty: 1104.211792
	Iteration 40F: 3 clusters Score -9091083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185775 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9091091.000000 Penalty: 1104.211792
	Iteration 41Q: 3 clusters Score -9091091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185780 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9091093.000000 Penalty: 1104.211792
	Iteration 42Q: 3 clusters Score -9091093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185783 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9091089.000000 Penalty: 1104.211792
	Iteration 43Q: 3 clusters Score -9091089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185787 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9091096.000000 Penalty: 1104.211792
	Iteration 44Q: 3 clusters Score -9091096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185790 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9091095.000000 Penalty: 1104.211792
	Iteration 45Q: 3 clusters Score -9091095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185792 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9091095.000000 Penalty: 1104.211792
	Iteration 46Q: 3 clusters Score -9091095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185793 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9091093.000000 Penalty: 1104.211792
	Iteration 47Q: 3 clusters Score -9091093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185794 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9091091.000000 Penalty: 1104.211792
	Iteration 48Q: 3 clusters Score -9091091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185794 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9091091.000000 Penalty: 1104.211792
	Iteration 49F: 3 clusters Score -9091091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (12307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Entering Unmasked Estep 
Score: -617035.562500 Penalty: 428.515533
	Iteration 0F: 2 clusters Score -617035.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -608916.625000 Penalty: 857.031067
	Iteration 0F: 3 clusters Score -608916.6 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -612327.187500 Penalty: 857.031067
	Iteration 1F: 3 clusters Score -612327.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -612764.062500 Penalty: 857.031067
	Iteration 2F: 3 clusters Score -612764.1 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -613484.562500 Penalty: 857.031067
	Iteration 3F: 3 clusters Score -613484.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -614357.375000 Penalty: 857.031067
	Iteration 4F: 3 clusters Score -614357.4 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -615021.687500 Penalty: 857.031067
	Iteration 5F: 3 clusters Score -615021.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -615366.875000 Penalty: 857.031067
	Iteration 6F: 3 clusters Score -615366.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -615557.500000 Penalty: 857.031067
	Iteration 7Q: 3 clusters Score -615557.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -615728.437500 Penalty: 857.031067
	Iteration 8Q: 3 clusters Score -615728.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -615932.250000 Penalty: 857.031067
	Iteration 9Q: 3 clusters Score -615932.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -616127.562500 Penalty: 857.031067
	Iteration 10Q: 3 clusters Score -616127.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -616318.875000 Penalty: 857.031067
	Iteration 11Q: 3 clusters Score -616318.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -616501.937500 Penalty: 857.031067
	Iteration 12Q: 3 clusters Score -616501.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -616630.812500 Penalty: 857.031067
	Iteration 13Q: 3 clusters Score -616630.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -616704.000000 Penalty: 857.031067
	Iteration 14Q: 3 clusters Score -616704 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -616745.375000 Penalty: 857.031067
	Iteration 15Q: 3 clusters Score -616745.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -616771.187500 Penalty: 857.031067
	Iteration 16Q: 3 clusters Score -616771.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -616790.125000 Penalty: 857.031067
	Iteration 17Q: 3 clusters Score -616790.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -616797.687500 Penalty: 857.031067
	Iteration 18Q: 3 clusters Score -616797.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -616804.250000 Penalty: 857.031067
	Iteration 19Q: 3 clusters Score -616804.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -616817.562500 Penalty: 857.031067
	Iteration 20F: 3 clusters Score -616817.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -616823.812500 Penalty: 857.031067
	Iteration 21Q: 3 clusters Score -616823.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -616827.937500 Penalty: 857.031067
	Iteration 22Q: 3 clusters Score -616827.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -616830.125000 Penalty: 857.031067
	Iteration 23Q: 3 clusters Score -616830.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -616831.875000 Penalty: 857.031067
	Iteration 24Q: 3 clusters Score -616831.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -616832.875000 Penalty: 857.031067
	Iteration 25Q: 3 clusters Score -616832.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -616833.000000 Penalty: 857.031067
	Iteration 26Q: 3 clusters Score -616833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -616835.250000 Penalty: 857.031067
	Iteration 27Q: 3 clusters Score -616835.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -616836.125000 Penalty: 857.031067
	Iteration 28Q: 3 clusters Score -616836.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -616839.687500 Penalty: 857.031067
	Iteration 29Q: 3 clusters Score -616839.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -616842.875000 Penalty: 857.031067
	Iteration 30Q: 3 clusters Score -616842.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -616840.937500 Penalty: 857.031067
	Iteration 31Q: 3 clusters Score -616840.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -616841.437500 Penalty: 857.031067
	Iteration 32Q: 3 clusters Score -616841.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -616842.937500 Penalty: 857.031067
	Iteration 33Q: 3 clusters Score -616842.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -616842.625000 Penalty: 857.031067
	Iteration 34Q: 3 clusters Score -616842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -616843.437500 Penalty: 857.031067
	Iteration 35Q: 3 clusters Score -616843.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -616844.625000 Penalty: 857.031067
	Iteration 36Q: 3 clusters Score -616844.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -616844.000000 Penalty: 857.031067
	Iteration 37Q: 3 clusters Score -616844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -616844.562500 Penalty: 857.031067
	Iteration 38Q: 3 clusters Score -616844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -616844.312500 Penalty: 857.031067
	Iteration 39Q: 3 clusters Score -616844.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -616845.312500 Penalty: 857.031067
	Iteration 40F: 3 clusters Score -616845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -616844.312500 Penalty: 857.031067
	Iteration 41Q: 3 clusters Score -616844.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -616843.812500 Penalty: 857.031067
	Iteration 42Q: 3 clusters Score -616843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -616844.625000 Penalty: 857.031067
	Iteration 43Q: 3 clusters Score -616844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -616846.250000 Penalty: 857.031067
	Iteration 44Q: 3 clusters Score -616846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -616845.250000 Penalty: 857.031067
	Iteration 45Q: 3 clusters Score -616845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -616847.062500 Penalty: 857.031067
	Iteration 46Q: 3 clusters Score -616847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -616846.437500 Penalty: 857.031067
	Iteration 47Q: 3 clusters Score -616846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -616846.375000 Penalty: 857.031067
	Iteration 48Q: 3 clusters Score -616846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -616845.375000 Penalty: 857.031067
	Iteration 49Q: 3 clusters Score -616845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -616845.687500 Penalty: 857.031067
	Iteration 50Q: 3 clusters Score -616845.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -616845.687500 Penalty: 857.031067
	Iteration 51Q: 3 clusters Score -616845.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -616845.562500 Penalty: 857.031067
	Iteration 52Q: 3 clusters Score -616845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -616845.187500 Penalty: 857.031067
	Iteration 53Q: 3 clusters Score -616845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -616843.937500 Penalty: 857.031067
	Iteration 54Q: 3 clusters Score -616843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -616845.312500 Penalty: 857.031067
	Iteration 55Q: 3 clusters Score -616845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -616845.312500 Penalty: 857.031067
	Iteration 56F: 3 clusters Score -616845.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (29772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Entering Unmasked Estep 
Score: -1535065.125000 Penalty: 468.710236
	Iteration 0F: 2 clusters Score -1535065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1515176.250000 Penalty: 937.420471
	Iteration 0F: 3 clusters Score -1515176 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1523453.625000 Penalty: 937.420471
	Iteration 1F: 3 clusters Score -1523454 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1523733.125000 Penalty: 937.420471
	Iteration 2Q: 3 clusters Score -1523733 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1524127.000000 Penalty: 937.420471
	Iteration 3Q: 3 clusters Score -1524127 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1524840.500000 Penalty: 937.420471
	Iteration 4Q: 3 clusters Score -1524840 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1526072.250000 Penalty: 937.420471
	Iteration 5F: 3 clusters Score -1526072 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1528107.125000 Penalty: 937.420471
	Iteration 6F: 3 clusters Score -1528107 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1530040.125000 Penalty: 937.420471
	Iteration 7F: 3 clusters Score -1530040 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1531219.875000 Penalty: 937.420471
	Iteration 8F: 3 clusters Score -1531220 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1532068.750000 Penalty: 937.420471
	Iteration 9Q: 3 clusters Score -1532069 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1532868.750000 Penalty: 937.420471
	Iteration 10Q: 3 clusters Score -1532869 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1533543.875000 Penalty: 937.420471
	Iteration 11Q: 3 clusters Score -1533544 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1533948.875000 Penalty: 937.420471
	Iteration 12Q: 3 clusters Score -1533949 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1534213.875000 Penalty: 937.420471
	Iteration 13Q: 3 clusters Score -1534214 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1534359.375000 Penalty: 937.420471
	Iteration 14Q: 3 clusters Score -1534359 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1534421.500000 Penalty: 937.420471
	Iteration 15Q: 3 clusters Score -1534422 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1534445.750000 Penalty: 937.420471
	Iteration 16Q: 3 clusters Score -1534446 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1534454.750000 Penalty: 937.420471
	Iteration 17Q: 3 clusters Score -1534455 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1534470.875000 Penalty: 937.420471
	Iteration 18Q: 3 clusters Score -1534471 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1534483.500000 Penalty: 937.420471
	Iteration 19Q: 3 clusters Score -1534484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1534494.750000 Penalty: 937.420471
	Iteration 20F: 3 clusters Score -1534495 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1534498.875000 Penalty: 937.420471
	Iteration 21Q: 3 clusters Score -1534499 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1534503.875000 Penalty: 937.420471
	Iteration 22Q: 3 clusters Score -1534504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1534508.750000 Penalty: 937.420471
	Iteration 23Q: 3 clusters Score -1534509 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1534509.375000 Penalty: 937.420471
	Iteration 24Q: 3 clusters Score -1534509 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1534513.250000 Penalty: 937.420471
	Iteration 25Q: 3 clusters Score -1534513 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1534514.375000 Penalty: 937.420471
	Iteration 26Q: 3 clusters Score -1534514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1534515.500000 Penalty: 937.420471
	Iteration 27Q: 3 clusters Score -1534516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1534519.625000 Penalty: 937.420471
	Iteration 28Q: 3 clusters Score -1534520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1534523.625000 Penalty: 937.420471
	Iteration 29Q: 3 clusters Score -1534524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1534519.750000 Penalty: 937.420471
	Iteration 30Q: 3 clusters Score -1534520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1534529.750000 Penalty: 937.420471
	Iteration 31Q: 3 clusters Score -1534530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1534530.125000 Penalty: 937.420471
	Iteration 32Q: 3 clusters Score -1534530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1534529.250000 Penalty: 937.420471
	Iteration 33Q: 3 clusters Score -1534529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1534525.750000 Penalty: 937.420471
	Iteration 34Q: 3 clusters Score -1534526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1534524.125000 Penalty: 937.420471
	Iteration 35Q: 3 clusters Score -1534524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1534528.125000 Penalty: 937.420471
	Iteration 36Q: 3 clusters Score -1534528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1534522.000000 Penalty: 937.420471
	Iteration 37Q: 3 clusters Score -1534522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1534526.375000 Penalty: 937.420471
	Iteration 38Q: 3 clusters Score -1534526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1534521.625000 Penalty: 937.420471
	Iteration 39Q: 3 clusters Score -1534522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1534527.625000 Penalty: 937.420471
	Iteration 40F: 3 clusters Score -1534528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1534520.625000 Penalty: 937.420471
	Iteration 41Q: 3 clusters Score -1534521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1534520.625000 Penalty: 937.420471
	Iteration 42F: 3 clusters Score -1534521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -117080.484375 Penalty: 355.074890
	Iteration 0F: 2 clusters Score -117080.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -115325.445312 Penalty: 710.149780
	Iteration 0F: 3 clusters Score -115325.4 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -115886.945312 Penalty: 710.149780
	Iteration 1F: 3 clusters Score -115886.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -115977.492188 Penalty: 710.149780
	Iteration 2F: 3 clusters Score -115977.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -116072.812500 Penalty: 710.149780
	Iteration 3F: 3 clusters Score -116072.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -116199.468750 Penalty: 710.149780
	Iteration 4F: 3 clusters Score -116199.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -116329.023438 Penalty: 710.149780
	Iteration 5F: 3 clusters Score -116329 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -116421.429688 Penalty: 710.149780
	Iteration 6F: 3 clusters Score -116421.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -116487.687500 Penalty: 710.149780
	Iteration 7Q: 3 clusters Score -116487.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -116534.781250 Penalty: 710.149780
	Iteration 8Q: 3 clusters Score -116534.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -116578.632812 Penalty: 710.149780
	Iteration 9Q: 3 clusters Score -116578.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -116624.085938 Penalty: 710.149780
	Iteration 10Q: 3 clusters Score -116624.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -116651.609375 Penalty: 710.149780
	Iteration 11Q: 3 clusters Score -116651.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116663.148438 Penalty: 710.149780
	Iteration 12Q: 3 clusters Score -116663.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -116672.093750 Penalty: 710.149780
	Iteration 13Q: 3 clusters Score -116672.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -116679.257812 Penalty: 710.149780
	Iteration 14Q: 3 clusters Score -116679.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116682.609375 Penalty: 710.149780
	Iteration 15Q: 3 clusters Score -116682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116685.265625 Penalty: 710.149780
	Iteration 16Q: 3 clusters Score -116685.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116689.492188 Penalty: 710.149780
	Iteration 17Q: 3 clusters Score -116689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116692.414062 Penalty: 710.149780
	Iteration 18Q: 3 clusters Score -116692.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -116693.835938 Penalty: 710.149780
	Iteration 19Q: 3 clusters Score -116693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -116695.335938 Penalty: 710.149780
	Iteration 20F: 3 clusters Score -116695.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -116698.750000 Penalty: 710.149780
	Iteration 21Q: 3 clusters Score -116698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -116702.429688 Penalty: 710.149780
	Iteration 22Q: 3 clusters Score -116702.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116707.250000 Penalty: 710.149780
	Iteration 23Q: 3 clusters Score -116707.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -116709.640625 Penalty: 710.149780
	Iteration 24Q: 3 clusters Score -116709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -116711.007812 Penalty: 710.149780
	Iteration 25Q: 3 clusters Score -116711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -116712.335938 Penalty: 710.149780
	Iteration 26Q: 3 clusters Score -116712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116713.820312 Penalty: 710.149780
	Iteration 27Q: 3 clusters Score -116713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -116715.148438 Penalty: 710.149780
	Iteration 28Q: 3 clusters Score -116715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -116716.132812 Penalty: 710.149780
	Iteration 29Q: 3 clusters Score -116716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -116716.437500 Penalty: 710.149780
	Iteration 30Q: 3 clusters Score -116716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -116716.820312 Penalty: 710.149780
	Iteration 31Q: 3 clusters Score -116716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -116716.820312 Penalty: 710.149780
	Iteration 32F: 3 clusters Score -116716.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -2909.518555 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -2909.519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2713.968750 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -2713.969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2807.544434 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -2807.544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2837.646484 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -2837.646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2844.618896 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -2844.619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2851.833984 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -2851.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2853.658691 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -2853.659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2853.658691 Penalty: 465.190857
	Iteration 6F: 3 clusters Score -2853.659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -7636.153320 Penalty: 230.348068
	Iteration 0F: 2 clusters Score -7636.153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7428.425781 Penalty: 460.696136
	Iteration 0F: 3 clusters Score -7428.426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7500.058105 Penalty: 460.696136
	Iteration 1F: 3 clusters Score -7500.058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7525.724609 Penalty: 460.696136
	Iteration 2F: 3 clusters Score -7525.725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7539.507324 Penalty: 460.696136
	Iteration 3Q: 3 clusters Score -7539.507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7545.263184 Penalty: 460.696136
	Iteration 4Q: 3 clusters Score -7545.263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7546.269043 Penalty: 460.696136
	Iteration 5Q: 3 clusters Score -7546.269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7546.269043 Penalty: 460.696136
	Iteration 6F: 3 clusters Score -7546.269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -7892.248047 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -7892.248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7644.700195 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -7644.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7718.721191 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -7718.721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7733.289062 Penalty: 465.737427
	Iteration 2Q: 3 clusters Score -7733.289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7737.500488 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -7737.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7737.500488 Penalty: 465.737427
	Iteration 4F: 3 clusters Score -7737.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (28309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Entering Unmasked Estep 
Score: -1458835.750000 Penalty: 466.417511
	Iteration 0F: 2 clusters Score -1458836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1439901.500000 Penalty: 932.835022
	Iteration 0F: 3 clusters Score -1439902 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1447994.000000 Penalty: 932.835022
	Iteration 1F: 3 clusters Score -1447994 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1448602.875000 Penalty: 932.835022
	Iteration 2Q: 3 clusters Score -1448603 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1449588.750000 Penalty: 932.835022
	Iteration 3F: 3 clusters Score -1449589 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1451126.250000 Penalty: 932.835022
	Iteration 4F: 3 clusters Score -1451126 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -1453213.250000 Penalty: 932.835022
	Iteration 5F: 3 clusters Score -1453213 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -1454941.500000 Penalty: 932.835022
	Iteration 6F: 3 clusters Score -1454942 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -1455825.375000 Penalty: 932.835022
	Iteration 7Q: 3 clusters Score -1455825 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -1456241.500000 Penalty: 932.835022
	Iteration 8Q: 3 clusters Score -1456242 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -1456502.250000 Penalty: 932.835022
	Iteration 9Q: 3 clusters Score -1456502 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -1456714.125000 Penalty: 932.835022
	Iteration 10Q: 3 clusters Score -1456714 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -1456922.500000 Penalty: 932.835022
	Iteration 11Q: 3 clusters Score -1456922 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -1457088.625000 Penalty: 932.835022
	Iteration 12Q: 3 clusters Score -1457089 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -1457225.750000 Penalty: 932.835022
	Iteration 13Q: 3 clusters Score -1457226 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -1457352.250000 Penalty: 932.835022
	Iteration 14Q: 3 clusters Score -1457352 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -1457468.875000 Penalty: 932.835022
	Iteration 15Q: 3 clusters Score -1457469 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -1457566.125000 Penalty: 932.835022
	Iteration 16Q: 3 clusters Score -1457566 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -1457632.000000 Penalty: 932.835022
	Iteration 17Q: 3 clusters Score -1457632 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -1457683.750000 Penalty: 932.835022
	Iteration 18Q: 3 clusters Score -1457684 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -1457729.750000 Penalty: 932.835022
	Iteration 19Q: 3 clusters Score -1457730 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -1457755.500000 Penalty: 932.835022
	Iteration 20F: 3 clusters Score -1457756 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -1457784.875000 Penalty: 932.835022
	Iteration 21Q: 3 clusters Score -1457785 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -1457817.875000 Penalty: 932.835022
	Iteration 22Q: 3 clusters Score -1457818 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -1457850.000000 Penalty: 932.835022
	Iteration 23Q: 3 clusters Score -1457850 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -1457874.250000 Penalty: 932.835022
	Iteration 24Q: 3 clusters Score -1457874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -1457893.625000 Penalty: 932.835022
	Iteration 25Q: 3 clusters Score -1457894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -1457911.125000 Penalty: 932.835022
	Iteration 26Q: 3 clusters Score -1457911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -1457923.000000 Penalty: 932.835022
	Iteration 27Q: 3 clusters Score -1457923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -1457938.000000 Penalty: 932.835022
	Iteration 28Q: 3 clusters Score -1457938 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -1457952.125000 Penalty: 932.835022
	Iteration 29Q: 3 clusters Score -1457952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -1457959.500000 Penalty: 932.835022
	Iteration 30Q: 3 clusters Score -1457960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -1457976.500000 Penalty: 932.835022
	Iteration 31Q: 3 clusters Score -1457976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -1457994.125000 Penalty: 932.835022
	Iteration 32Q: 3 clusters Score -1457994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -1458012.125000 Penalty: 932.835022
	Iteration 33Q: 3 clusters Score -1458012 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -1458023.625000 Penalty: 932.835022
	Iteration 34Q: 3 clusters Score -1458024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -1458033.500000 Penalty: 932.835022
	Iteration 35Q: 3 clusters Score -1458034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -1458048.250000 Penalty: 932.835022
	Iteration 36Q: 3 clusters Score -1458048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -1458062.125000 Penalty: 932.835022
	Iteration 37Q: 3 clusters Score -1458062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -1458065.875000 Penalty: 932.835022
	Iteration 38Q: 3 clusters Score -1458066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -1458075.375000 Penalty: 932.835022
	Iteration 39Q: 3 clusters Score -1458075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -1458080.375000 Penalty: 932.835022
	Iteration 40F: 3 clusters Score -1458080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -1458087.000000 Penalty: 932.835022
	Iteration 41Q: 3 clusters Score -1458087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -1458093.125000 Penalty: 932.835022
	Iteration 42Q: 3 clusters Score -1458093 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -1458108.875000 Penalty: 932.835022
	Iteration 43Q: 3 clusters Score -1458109 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -1458115.000000 Penalty: 932.835022
	Iteration 44Q: 3 clusters Score -1458115 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -1458122.375000 Penalty: 932.835022
	Iteration 45Q: 3 clusters Score -1458122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -1458131.500000 Penalty: 932.835022
	Iteration 46Q: 3 clusters Score -1458132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -1458138.750000 Penalty: 932.835022
	Iteration 47Q: 3 clusters Score -1458139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -1458144.250000 Penalty: 932.835022
	Iteration 48Q: 3 clusters Score -1458144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -1458151.250000 Penalty: 932.835022
	Iteration 49Q: 3 clusters Score -1458151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -1458159.375000 Penalty: 932.835022
	Iteration 50Q: 3 clusters Score -1458159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -1458171.125000 Penalty: 932.835022
	Iteration 51Q: 3 clusters Score -1458171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -1458176.500000 Penalty: 932.835022
	Iteration 52Q: 3 clusters Score -1458176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1458183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -1458196.000000 Penalty: 932.835022
	Iteration 54Q: 3 clusters Score -1458196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -1458205.500000 Penalty: 932.835022
	Iteration 55Q: 3 clusters Score -1458206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -1458214.375000 Penalty: 932.835022
	Iteration 56Q: 3 clusters Score -1458214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -1458221.250000 Penalty: 932.835022
	Iteration 57Q: 3 clusters Score -1458221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -1458225.000000 Penalty: 932.835022
	Iteration 58Q: 3 clusters Score -1458225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -1458236.500000 Penalty: 932.835022
	Iteration 59Q: 3 clusters Score -1458236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -1458237.125000 Penalty: 932.835022
	Iteration 60F: 3 clusters Score -1458237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -1458235.875000 Penalty: 932.835022
	Iteration 61Q: 3 clusters Score -1458236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -1458240.000000 Penalty: 932.835022
	Iteration 62Q: 3 clusters Score -1458240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -1458241.750000 Penalty: 932.835022
	Iteration 63Q: 3 clusters Score -1458242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -1458243.375000 Penalty: 932.835022
	Iteration 64Q: 3 clusters Score -1458243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1458238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1458243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -1458244.000000 Penalty: 932.835022
	Iteration 67Q: 3 clusters Score -1458244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1458242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1458239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1458242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1458242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1458242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1458241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1458243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1458248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1458250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1458250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -1458251.625000 Penalty: 932.835022
	Iteration 78Q: 3 clusters Score -1458252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1458253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1458250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1458254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1458253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1458256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1458255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1458257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1458258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1458257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -1458259.000000 Penalty: 932.835022
	Iteration 88Q: 3 clusters Score -1458259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1458258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1458260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1458259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1458262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1458262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -1458264.250000 Penalty: 932.835022
	Iteration 94Q: 3 clusters Score -1458264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -1458265.500000 Penalty: 932.835022
	Iteration 95Q: 3 clusters Score -1458266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1458266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -1458263.875000 Penalty: 932.835022
	Iteration 97Q: 3 clusters Score -1458264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1458263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -1458263.125000 Penalty: 932.835022
	Iteration 99Q: 3 clusters Score -1458263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -1458266.875000 Penalty: 932.835022
	Iteration 100F: 3 clusters Score -1458267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1458267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1458267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -1458270.125000 Penalty: 932.835022
	Iteration 103Q: 3 clusters Score -1458270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -1458271.000000 Penalty: 932.835022
	Iteration 104Q: 3 clusters Score -1458271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -1458275.500000 Penalty: 932.835022
	Iteration 105Q: 3 clusters Score -1458276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -1458280.375000 Penalty: 932.835022
	Iteration 106Q: 3 clusters Score -1458280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1458280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -1458286.250000 Penalty: 932.835022
	Iteration 108Q: 3 clusters Score -1458286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -1458283.750000 Penalty: 932.835022
	Iteration 109Q: 3 clusters Score -1458284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1458287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1458287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -1458285.875000 Penalty: 932.835022
	Iteration 112Q: 3 clusters Score -1458286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -1458286.750000 Penalty: 932.835022
	Iteration 113Q: 3 clusters Score -1458287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -1458289.250000 Penalty: 932.835022
	Iteration 114Q: 3 clusters Score -1458289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -1458287.125000 Penalty: 932.835022
	Iteration 115Q: 3 clusters Score -1458287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -1458287.875000 Penalty: 932.835022
	Iteration 116Q: 3 clusters Score -1458288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1458291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1458291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -1458293.625000 Penalty: 932.835022
	Iteration 119Q: 3 clusters Score -1458294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -1458294.375000 Penalty: 932.835022
	Iteration 120F: 3 clusters Score -1458294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1458296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1458294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1458294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1458296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1458296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1458295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -1458299.000000 Penalty: 932.835022
	Iteration 127Q: 3 clusters Score -1458299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1458295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1458295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1458293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -1458297.125000 Penalty: 932.835022
	Iteration 131Q: 3 clusters Score -1458297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1458294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1458292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1458293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1458295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1458295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1458296 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1458297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1458298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -1458299.625000 Penalty: 932.835022
	Iteration 140F: 3 clusters Score -1458300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1458301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1458301 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -1458305.000000 Penalty: 932.835022
	Iteration 143Q: 3 clusters Score -1458305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -1458305.000000 Penalty: 932.835022
	Iteration 144Q: 3 clusters Score -1458305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -1458307.625000 Penalty: 932.835022
	Iteration 145Q: 3 clusters Score -1458308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -1458315.500000 Penalty: 932.835022
	Iteration 146Q: 3 clusters Score -1458316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -1458312.625000 Penalty: 932.835022
	Iteration 147Q: 3 clusters Score -1458313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -1458314.125000 Penalty: 932.835022
	Iteration 148Q: 3 clusters Score -1458314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -1458312.500000 Penalty: 932.835022
	Iteration 149Q: 3 clusters Score -1458312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -1458314.375000 Penalty: 932.835022
	Iteration 150Q: 3 clusters Score -1458314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -1458315.000000 Penalty: 932.835022
	Iteration 151Q: 3 clusters Score -1458315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -1458319.125000 Penalty: 932.835022
	Iteration 152Q: 3 clusters Score -1458319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -1458320.250000 Penalty: 932.835022
	Iteration 153Q: 3 clusters Score -1458320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -1458325.375000 Penalty: 932.835022
	Iteration 154Q: 3 clusters Score -1458325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -1458326.250000 Penalty: 932.835022
	Iteration 155Q: 3 clusters Score -1458326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -1458327.500000 Penalty: 932.835022
	Iteration 156Q: 3 clusters Score -1458328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -1458328.750000 Penalty: 932.835022
	Iteration 157Q: 3 clusters Score -1458329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -1458333.000000 Penalty: 932.835022
	Iteration 158Q: 3 clusters Score -1458333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -1458331.750000 Penalty: 932.835022
	Iteration 159Q: 3 clusters Score -1458332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -1458331.125000 Penalty: 932.835022
	Iteration 160F: 3 clusters Score -1458331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -1458335.125000 Penalty: 932.835022
	Iteration 161Q: 3 clusters Score -1458335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -1458337.875000 Penalty: 932.835022
	Iteration 162Q: 3 clusters Score -1458338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -1458338.375000 Penalty: 932.835022
	Iteration 163Q: 3 clusters Score -1458338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -1458339.875000 Penalty: 932.835022
	Iteration 164Q: 3 clusters Score -1458340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -1458342.125000 Penalty: 932.835022
	Iteration 165Q: 3 clusters Score -1458342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -1458344.000000 Penalty: 932.835022
	Iteration 166Q: 3 clusters Score -1458344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -1458344.500000 Penalty: 932.835022
	Iteration 167Q: 3 clusters Score -1458344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -1458342.625000 Penalty: 932.835022
	Iteration 168Q: 3 clusters Score -1458343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -1458344.750000 Penalty: 932.835022
	Iteration 169Q: 3 clusters Score -1458345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -1458344.625000 Penalty: 932.835022
	Iteration 170Q: 3 clusters Score -1458345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -1458341.875000 Penalty: 932.835022
	Iteration 171Q: 3 clusters Score -1458342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -1458344.750000 Penalty: 932.835022
	Iteration 172Q: 3 clusters Score -1458345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -1458344.875000 Penalty: 932.835022
	Iteration 173Q: 3 clusters Score -1458345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -1458343.625000 Penalty: 932.835022
	Iteration 174Q: 3 clusters Score -1458344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -1458345.000000 Penalty: 932.835022
	Iteration 175Q: 3 clusters Score -1458345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -1458347.125000 Penalty: 932.835022
	Iteration 176Q: 3 clusters Score -1458347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -1458351.750000 Penalty: 932.835022
	Iteration 177Q: 3 clusters Score -1458352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -1458355.000000 Penalty: 932.835022
	Iteration 178Q: 3 clusters Score -1458355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -1458357.750000 Penalty: 932.835022
	Iteration 179Q: 3 clusters Score -1458358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -1458358.125000 Penalty: 932.835022
	Iteration 180F: 3 clusters Score -1458358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -1458361.250000 Penalty: 932.835022
	Iteration 181Q: 3 clusters Score -1458361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -1458366.375000 Penalty: 932.835022
	Iteration 182Q: 3 clusters Score -1458366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -1458369.875000 Penalty: 932.835022
	Iteration 183Q: 3 clusters Score -1458370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -1458376.125000 Penalty: 932.835022
	Iteration 184Q: 3 clusters Score -1458376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -1458380.625000 Penalty: 932.835022
	Iteration 185Q: 3 clusters Score -1458381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -1458386.000000 Penalty: 932.835022
	Iteration 186Q: 3 clusters Score -1458386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -1458390.625000 Penalty: 932.835022
	Iteration 187Q: 3 clusters Score -1458391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -1458396.500000 Penalty: 932.835022
	Iteration 188Q: 3 clusters Score -1458396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -1458398.000000 Penalty: 932.835022
	Iteration 189Q: 3 clusters Score -1458398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -1458403.250000 Penalty: 932.835022
	Iteration 190Q: 3 clusters Score -1458403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -1458402.250000 Penalty: 932.835022
	Iteration 191Q: 3 clusters Score -1458402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -1458405.000000 Penalty: 932.835022
	Iteration 192Q: 3 clusters Score -1458405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -1458403.000000 Penalty: 932.835022
	Iteration 193Q: 3 clusters Score -1458403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -1458400.625000 Penalty: 932.835022
	Iteration 194Q: 3 clusters Score -1458401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -1458404.125000 Penalty: 932.835022
	Iteration 195Q: 3 clusters Score -1458404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -1458403.875000 Penalty: 932.835022
	Iteration 196Q: 3 clusters Score -1458404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -1458405.250000 Penalty: 932.835022
	Iteration 197Q: 3 clusters Score -1458405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -1458404.875000 Penalty: 932.835022
	Iteration 198Q: 3 clusters Score -1458405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -1458404.500000 Penalty: 932.835022
	Iteration 199Q: 3 clusters Score -1458404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -1458404.500000 Penalty: 932.835022
	Iteration 200F: 3 clusters Score -1458404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (131571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131571 members 
Entering Unmasked Estep 
Score: -6604248.000000 Penalty: 536.322266
	Iteration 0F: 2 clusters Score -6604248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -6515440.500000 Penalty: 1072.644531
	Iteration 0F: 3 clusters Score -6515440 nChanged 64623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -6556819.000000 Penalty: 1072.644531
	Iteration 1F: 3 clusters Score -6556819 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -6558620.000000 Penalty: 1072.644531
	Iteration 2Q: 3 clusters Score -6558620 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -6560812.000000 Penalty: 1072.644531
	Iteration 3Q: 3 clusters Score -6560812 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -6563627.000000 Penalty: 1072.644531
	Iteration 4Q: 3 clusters Score -6563627 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -6568191.000000 Penalty: 1072.644531
	Iteration 5Q: 3 clusters Score -6568191 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -6576263.000000 Penalty: 1072.644531
	Iteration 6F: 3 clusters Score -6576263 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -6586686.000000 Penalty: 1072.644531
	Iteration 7F: 3 clusters Score -6586686 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -6593821.500000 Penalty: 1072.644531
	Iteration 8F: 3 clusters Score -6593822 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -6597703.500000 Penalty: 1072.644531
	Iteration 9Q: 3 clusters Score -6597704 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -6600211.500000 Penalty: 1072.644531
	Iteration 10Q: 3 clusters Score -6600212 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -6601680.000000 Penalty: 1072.644531
	Iteration 11Q: 3 clusters Score -6601680 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -6602441.000000 Penalty: 1072.644531
	Iteration 12Q: 3 clusters Score -6602441 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -6602808.000000 Penalty: 1072.644531
	Iteration 13Q: 3 clusters Score -6602808 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -6603029.500000 Penalty: 1072.644531
	Iteration 14Q: 3 clusters Score -6603030 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -6603168.000000 Penalty: 1072.644531
	Iteration 15Q: 3 clusters Score -6603168 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -6603242.500000 Penalty: 1072.644531
	Iteration 16Q: 3 clusters Score -6603242 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -6603263.000000 Penalty: 1072.644531
	Iteration 17Q: 3 clusters Score -6603263 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -6603266.000000 Penalty: 1072.644531
	Iteration 18Q: 3 clusters Score -6603266 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -6603264.000000 Penalty: 1072.644531
	Iteration 19Q: 3 clusters Score -6603264 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 60824 members 
Entering Unmasked Estep 
Score: -6603264.500000 Penalty: 1072.644531
	Iteration 20F: 3 clusters Score -6603264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70827 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -6603266.500000 Penalty: 1072.644531
	Iteration 21Q: 3 clusters Score -6603266 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -6603264.000000 Penalty: 1072.644531
	Iteration 22Q: 3 clusters Score -6603264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -6603272.000000 Penalty: 1072.644531
	Iteration 23Q: 3 clusters Score -6603272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -6603277.000000 Penalty: 1072.644531
	Iteration 24Q: 3 clusters Score -6603277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -6603279.000000 Penalty: 1072.644531
	Iteration 25Q: 3 clusters Score -6603279 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -6603274.000000 Penalty: 1072.644531
	Iteration 26Q: 3 clusters Score -6603274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -6603269.000000 Penalty: 1072.644531
	Iteration 27Q: 3 clusters Score -6603269 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -6603263.500000 Penalty: 1072.644531
	Iteration 28Q: 3 clusters Score -6603264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -6603271.500000 Penalty: 1072.644531
	Iteration 29Q: 3 clusters Score -6603272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -6603281.500000 Penalty: 1072.644531
	Iteration 30Q: 3 clusters Score -6603282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -6603276.500000 Penalty: 1072.644531
	Iteration 31Q: 3 clusters Score -6603276 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -6603280.000000 Penalty: 1072.644531
	Iteration 32Q: 3 clusters Score -6603280 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -6603303.000000 Penalty: 1072.644531
	Iteration 33Q: 3 clusters Score -6603303 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -6603297.500000 Penalty: 1072.644531
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6603289 nChanged 149
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Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6603254 nChanged 125
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Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6603258 nChanged 105
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Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6603252 nChanged 99
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Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6603265 nChanged 63
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Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6603264 nChanged 82
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Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6603244 nChanged 93
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Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6603238 nChanged 100
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Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6603232 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6603239 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6603238 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6603234 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -6603230.500000 Penalty: 1072.644531
	Iteration 53Q: 3 clusters Score -6603230 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6603223 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6603232 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -6603216.500000 Penalty: 1072.644531
	Iteration 56Q: 3 clusters Score -6603216 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 57891 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6603232 nChanged 41
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Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6603240 nChanged 38
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Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6603241 nChanged 43
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Mstep: Class 1 contains 73910 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6603239 nChanged 20
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Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6603236 nChanged 44
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6603219 nChanged 53
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Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6603218 nChanged 42
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Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6603216 nChanged 45
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6603213 nChanged 90
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6603233 nChanged 49
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	Iteration 79Q: 3 clusters Score -6603241 nChanged 94
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Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6603225 nChanged 156
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Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 56544 members 
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	Iteration 81Q: 3 clusters Score -6603232 nChanged 100
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Mstep: Class 2 contains 56444 members 
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	Iteration 82Q: 3 clusters Score -6603242 nChanged 99
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	Iteration 83Q: 3 clusters Score -6603245 nChanged 74
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	Iteration 84Q: 3 clusters Score -6603241 nChanged 37
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Mstep: Class 1 contains 75337 members 
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	Iteration 85Q: 3 clusters Score -6603238 nChanged 43
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	Iteration 86Q: 3 clusters Score -6603230 nChanged 20
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	Iteration 87Q: 3 clusters Score -6603227 nChanged 24
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Mstep: Class 1 contains 75424 members 
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	Iteration 88Q: 3 clusters Score -6603232 nChanged 24
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Mstep: Class 1 contains 75448 members 
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	Iteration 89Q: 3 clusters Score -6603232 nChanged 45
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Mstep: Class 1 contains 75493 members 
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	Iteration 90Q: 3 clusters Score -6603233 nChanged 84
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Mstep: Class 1 contains 75577 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6603226 nChanged 59
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Mstep: Class 1 contains 75636 members 
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Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 55879 members 
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	Iteration 93Q: 3 clusters Score -6603219 nChanged 89
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Mstep: Class 1 contains 75828 members 
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Mstep: Class 2 contains 55630 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6603222 nChanged 135
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6603211 nChanged 144
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Entering Unmasked Estep 
Score: -6603221.500000 Penalty: 1072.644531
	Iteration 100F: 3 clusters Score -6603222 nChanged 41
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6603218 nChanged 37
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Mstep: Class 2 contains 55022 members 
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	Iteration 103Q: 3 clusters Score -6603235 nChanged 79
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	Iteration 104Q: 3 clusters Score -6603241 nChanged 80
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	Iteration 113Q: 3 clusters Score -6603205 nChanged 129
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	Iteration 114Q: 3 clusters Score -6603193 nChanged 179
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	Iteration 115Q: 3 clusters Score -6603177 nChanged 155
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	Iteration 116Q: 3 clusters Score -6603176 nChanged 186
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	Iteration 118Q: 3 clusters Score -6603182 nChanged 197
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	Iteration 119Q: 3 clusters Score -6603202 nChanged 211
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	Iteration 120F: 3 clusters Score -6603198 nChanged 100
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	Iteration 121Q: 3 clusters Score -6603194 nChanged 97
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	Iteration 123Q: 3 clusters Score -6603181 nChanged 40
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	Iteration 124Q: 3 clusters Score -6603178 nChanged 68
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	Iteration 125Q: 3 clusters Score -6603185 nChanged 75
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	Iteration 126Q: 3 clusters Score -6603213 nChanged 136
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Mstep: Class 1 contains 79738 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6603222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6603219 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6603246 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6603225 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6603228 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6603220 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -6603194.500000 Penalty: 1072.644531
	Iteration 133Q: 3 clusters Score -6603194 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6603173 nChanged 285
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6603178 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81572 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6603190 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6603186 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6603201 nChanged 294
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6603186 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6603178 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6603194 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83528 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -6603184.000000 Penalty: 1072.644531
	Iteration 142Q: 3 clusters Score -6603184 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -6603203.500000 Penalty: 1072.644531
	Iteration 143Q: 3 clusters Score -6603204 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6603202 nChanged 422
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Mstep: Class 1 contains 84787 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -6603221.000000 Penalty: 1072.644531
	Iteration 145Q: 3 clusters Score -6603221 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -6603263.000000 Penalty: 1072.644531
	Iteration 146Q: 3 clusters Score -6603263 nChanged 544
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -6603289.500000 Penalty: 1072.644531
	Iteration 147Q: 3 clusters Score -6603290 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -6603306.500000 Penalty: 1072.644531
	Iteration 148Q: 3 clusters Score -6603306 nChanged 418
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -6603294.000000 Penalty: 1072.644531
	Iteration 149Q: 3 clusters Score -6603294 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -6603323.500000 Penalty: 1072.644531
	Iteration 150Q: 3 clusters Score -6603324 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87469 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -6603340.500000 Penalty: 1072.644531
	Iteration 151Q: 3 clusters Score -6603340 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6603346 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -6603336.500000 Penalty: 1072.644531
	Iteration 153Q: 3 clusters Score -6603336 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -6603325.500000 Penalty: 1072.644531
	Iteration 154Q: 3 clusters Score -6603326 nChanged 458
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -6603352.000000 Penalty: 1072.644531
	Iteration 155Q: 3 clusters Score -6603352 nChanged 479
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -6603367.500000 Penalty: 1072.644531
	Iteration 156Q: 3 clusters Score -6603368 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90422 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -6603377.000000 Penalty: 1072.644531
	Iteration 157Q: 3 clusters Score -6603377 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -6603385.500000 Penalty: 1072.644531
	Iteration 158Q: 3 clusters Score -6603386 nChanged 488
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91455 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6603425 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91908 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -6603457.000000 Penalty: 1072.644531
	Iteration 160F: 3 clusters Score -6603457 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -6603430.000000 Penalty: 1072.644531
	Iteration 161Q: 3 clusters Score -6603430 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6603458 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -6603445.000000 Penalty: 1072.644531
	Iteration 163Q: 3 clusters Score -6603445 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6603452 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6603460 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -6603448.000000 Penalty: 1072.644531
	Iteration 166Q: 3 clusters Score -6603448 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -6603476.000000 Penalty: 1072.644531
	Iteration 167Q: 3 clusters Score -6603476 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -6603481.500000 Penalty: 1072.644531
	Iteration 168Q: 3 clusters Score -6603482 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -6603500.500000 Penalty: 1072.644531
	Iteration 169Q: 3 clusters Score -6603500 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6603514.000000 Penalty: 1072.644531
	Iteration 170Q: 3 clusters Score -6603514 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97556 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6603478 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98120 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -6603583.000000 Penalty: 1072.644531
	Iteration 172Q: 3 clusters Score -6603583 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6603590 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99357 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -6603624.500000 Penalty: 1072.644531
	Iteration 174Q: 3 clusters Score -6603624 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -6603626.500000 Penalty: 1072.644531
	Iteration 175Q: 3 clusters Score -6603626 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100669 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6603672 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -6603699.000000 Penalty: 1072.644531
	Iteration 177Q: 3 clusters Score -6603699 nChanged 641
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 29630 members 
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	Iteration 178Q: 3 clusters Score -6603695 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6603698 nChanged 613
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103163 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -6603711.000000 Penalty: 1072.644531
	Iteration 180F: 3 clusters Score -6603711 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6603708.000000 Penalty: 1072.644531
	Iteration 181Q: 3 clusters Score -6603708 nChanged 572
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104265 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -6603704.000000 Penalty: 1072.644531
	Iteration 182Q: 3 clusters Score -6603704 nChanged 539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -6603664.000000 Penalty: 1072.644531
	Iteration 183Q: 3 clusters Score -6603664 nChanged 522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105326 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -6603651.500000 Penalty: 1072.644531
	Iteration 184Q: 3 clusters Score -6603652 nChanged 520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -6603605.500000 Penalty: 1072.644531
	Iteration 185Q: 3 clusters Score -6603606 nChanged 426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106272 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -6603612.500000 Penalty: 1072.644531
	Iteration 186Q: 3 clusters Score -6603612 nChanged 537
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106809 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -6603568.000000 Penalty: 1072.644531
	Iteration 187Q: 3 clusters Score -6603568 nChanged 565
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -6603554.500000 Penalty: 1072.644531
	Iteration 188Q: 3 clusters Score -6603554 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107807 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -6603530.500000 Penalty: 1072.644531
	Iteration 189Q: 3 clusters Score -6603530 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108246 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -6603602.000000 Penalty: 1072.644531
	Iteration 190Q: 3 clusters Score -6603602 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -6603606.500000 Penalty: 1072.644531
	Iteration 191Q: 3 clusters Score -6603606 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -6603628.000000 Penalty: 1072.644531
	Iteration 192Q: 3 clusters Score -6603628 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109701 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6603652 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110059 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -6603658.500000 Penalty: 1072.644531
	Iteration 194Q: 3 clusters Score -6603658 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110392 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -6603647.000000 Penalty: 1072.644531
	Iteration 195Q: 3 clusters Score -6603647 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6603654 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110981 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -6603643.000000 Penalty: 1072.644531
	Iteration 197Q: 3 clusters Score -6603643 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111370 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -6603643.500000 Penalty: 1072.644531
	Iteration 198Q: 3 clusters Score -6603644 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111642 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -6603654.500000 Penalty: 1072.644531
	Iteration 199Q: 3 clusters Score -6603654 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -6603669.000000 Penalty: 1072.644531
	Iteration 200F: 3 clusters Score -6603669 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112277 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -6603683.500000 Penalty: 1072.644531
	Iteration 201Q: 3 clusters Score -6603684 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112630 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -6603708.000000 Penalty: 1072.644531
	Iteration 202Q: 3 clusters Score -6603708 nChanged 359
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Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -6603730.000000 Penalty: 1072.644531
	Iteration 203Q: 3 clusters Score -6603730 nChanged 329
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Mstep: Class 1 contains 113318 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6603683 nChanged 199
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Mstep: Class 1 contains 113517 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -6603691.000000 Penalty: 1072.644531
	Iteration 205Q: 3 clusters Score -6603691 nChanged 248
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113765 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -6603717.500000 Penalty: 1072.644531
	Iteration 206Q: 3 clusters Score -6603718 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113974 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -6603724.500000 Penalty: 1072.644531
	Iteration 207Q: 3 clusters Score -6603724 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114237 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -6603709.500000 Penalty: 1072.644531
	Iteration 208Q: 3 clusters Score -6603710 nChanged 247
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Mstep: Class 1 contains 114484 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -6603697.000000 Penalty: 1072.644531
	Iteration 209Q: 3 clusters Score -6603697 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114686 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6603700 nChanged 326
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115012 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -6603688.000000 Penalty: 1072.644531
	Iteration 211Q: 3 clusters Score -6603688 nChanged 224
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Mstep: Class 1 contains 115236 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -6603701.500000 Penalty: 1072.644531
	Iteration 212Q: 3 clusters Score -6603702 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115434 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -6603705.500000 Penalty: 1072.644531
	Iteration 213Q: 3 clusters Score -6603706 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115733 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -6603723.500000 Penalty: 1072.644531
	Iteration 214Q: 3 clusters Score -6603724 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115919 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -6603715.000000 Penalty: 1072.644531
	Iteration 215Q: 3 clusters Score -6603715 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116064 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -6603712.000000 Penalty: 1072.644531
	Iteration 216Q: 3 clusters Score -6603712 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116198 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -6603698.500000 Penalty: 1072.644531
	Iteration 217Q: 3 clusters Score -6603698 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116308 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -6603717.500000 Penalty: 1072.644531
	Iteration 218Q: 3 clusters Score -6603718 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116534 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -6603694.000000 Penalty: 1072.644531
	Iteration 219Q: 3 clusters Score -6603694 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116653 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -6603705.500000 Penalty: 1072.644531
	Iteration 220F: 3 clusters Score -6603706 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116805 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -6603686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116917 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -6603706 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117094 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -6603707 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117121 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -6603706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117203 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -6603717.000000 Penalty: 1072.644531
	Iteration 225Q: 3 clusters Score -6603717 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117304 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -6603713.500000 Penalty: 1072.644531
	Iteration 226Q: 3 clusters Score -6603714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117446 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -6603709.500000 Penalty: 1072.644531
	Iteration 227Q: 3 clusters Score -6603710 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117571 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -6603698 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117651 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -6603725.500000 Penalty: 1072.644531
	Iteration 229Q: 3 clusters Score -6603726 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117782 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -6603737.500000 Penalty: 1072.644531
	Iteration 230Q: 3 clusters Score -6603738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117872 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -6603730.500000 Penalty: 1072.644531
	Iteration 231Q: 3 clusters Score -6603730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117896 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -6603728.500000 Penalty: 1072.644531
	Iteration 232Q: 3 clusters Score -6603728 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118005 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -6603727.500000 Penalty: 1072.644531
	Iteration 233Q: 3 clusters Score -6603728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118066 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -6603732.000000 Penalty: 1072.644531
	Iteration 234Q: 3 clusters Score -6603732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118083 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -6603724.500000 Penalty: 1072.644531
	Iteration 235Q: 3 clusters Score -6603724 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -6603719.000000 Penalty: 1072.644531
	Iteration 236Q: 3 clusters Score -6603719 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118325 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -6603709 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -6603708.000000 Penalty: 1072.644531
	Iteration 238Q: 3 clusters Score -6603708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118471 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -6603714.500000 Penalty: 1072.644531
	Iteration 239Q: 3 clusters Score -6603714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118502 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -6603704.500000 Penalty: 1072.644531
	Iteration 240F: 3 clusters Score -6603704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118531 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -6603708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118632 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -6603706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118660 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -6603702.000000 Penalty: 1072.644531
	Iteration 243Q: 3 clusters Score -6603702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118659 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -6603706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118703 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -6603702 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118764 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -6603714 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -6603714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119018 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -6603704.500000 Penalty: 1072.644531
	Iteration 248Q: 3 clusters Score -6603704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119096 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -6603722.000000 Penalty: 1072.644531
	Iteration 249Q: 3 clusters Score -6603722 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119234 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -6603717.500000 Penalty: 1072.644531
	Iteration 250Q: 3 clusters Score -6603718 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119331 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -6603718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119363 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -6603718 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -6603737.000000 Penalty: 1072.644531
	Iteration 253Q: 3 clusters Score -6603737 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119634 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -6603729.500000 Penalty: 1072.644531
	Iteration 254Q: 3 clusters Score -6603730 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119752 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -6603731.000000 Penalty: 1072.644531
	Iteration 255Q: 3 clusters Score -6603731 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119897 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -6603721.000000 Penalty: 1072.644531
	Iteration 256Q: 3 clusters Score -6603721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119938 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -6603728 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120025 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -6603706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120068 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -6603722.500000 Penalty: 1072.644531
	Iteration 259Q: 3 clusters Score -6603722 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120170 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -6603699 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -6603719.500000 Penalty: 1072.644531
	Iteration 261Q: 3 clusters Score -6603720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120317 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -6603743.500000 Penalty: 1072.644531
	Iteration 262Q: 3 clusters Score -6603744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120388 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -6603743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120419 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -6603726.500000 Penalty: 1072.644531
	Iteration 264Q: 3 clusters Score -6603726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120517 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -6603734.000000 Penalty: 1072.644531
	Iteration 265Q: 3 clusters Score -6603734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120627 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -6603747.500000 Penalty: 1072.644531
	Iteration 266Q: 3 clusters Score -6603748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120708 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -6603742.500000 Penalty: 1072.644531
	Iteration 267Q: 3 clusters Score -6603742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -6603754.500000 Penalty: 1072.644531
	Iteration 268Q: 3 clusters Score -6603754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120737 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -6603765.500000 Penalty: 1072.644531
	Iteration 269Q: 3 clusters Score -6603766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120820 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -6603741.000000 Penalty: 1072.644531
	Iteration 270Q: 3 clusters Score -6603741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120837 members 
Mstep: Class 2 contains 10734 members 
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	Iteration 271Q: 3 clusters Score -6603754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120922 members 
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -6603768 nChanged 145
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Mstep: Class 1 contains 121067 members 
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -6603768 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121231 members 
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Entering Unmasked Estep 
Score: -6603751.500000 Penalty: 1072.644531
	Iteration 274Q: 3 clusters Score -6603752 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121399 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -6603768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121416 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -6603763.000000 Penalty: 1072.644531
	Iteration 276Q: 3 clusters Score -6603763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121426 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -6603769.500000 Penalty: 1072.644531
	Iteration 277Q: 3 clusters Score -6603770 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121492 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -6603789.000000 Penalty: 1072.644531
	Iteration 278Q: 3 clusters Score -6603789 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121523 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -6603789 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121559 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -6603780.500000 Penalty: 1072.644531
	Iteration 280F: 3 clusters Score -6603780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121605 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -6603768 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121722 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -6603726.000000 Penalty: 1072.644531
	Iteration 282Q: 3 clusters Score -6603726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121729 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -6603731.500000 Penalty: 1072.644531
	Iteration 283Q: 3 clusters Score -6603732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121739 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -6603733.500000 Penalty: 1072.644531
	Iteration 284Q: 3 clusters Score -6603734 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121828 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -6603713.500000 Penalty: 1072.644531
	Iteration 285Q: 3 clusters Score -6603714 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121842 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -6603725.500000 Penalty: 1072.644531
	Iteration 286Q: 3 clusters Score -6603726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121898 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -6603737.000000 Penalty: 1072.644531
	Iteration 287Q: 3 clusters Score -6603737 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121970 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -6603717.500000 Penalty: 1072.644531
	Iteration 288Q: 3 clusters Score -6603718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122008 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -6603713.000000 Penalty: 1072.644531
	Iteration 289Q: 3 clusters Score -6603713 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121975 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -6603712.500000 Penalty: 1072.644531
	Iteration 290Q: 3 clusters Score -6603712 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121989 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -6603707.000000 Penalty: 1072.644531
	Iteration 291Q: 3 clusters Score -6603707 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121988 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -6603709.000000 Penalty: 1072.644531
	Iteration 292Q: 3 clusters Score -6603709 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121980 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -6603715.500000 Penalty: 1072.644531
	Iteration 293Q: 3 clusters Score -6603716 nChanged 27
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Mstep: Class 1 contains 122007 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -6603714 nChanged 22
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Mstep: Class 1 contains 121985 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -6603720.500000 Penalty: 1072.644531
	Iteration 295Q: 3 clusters Score -6603720 nChanged 67
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Mstep: Class 1 contains 122052 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -6603708 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122062 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -6603714 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -6603721.000000 Penalty: 1072.644531
	Iteration 298Q: 3 clusters Score -6603721 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122201 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -6603727.000000 Penalty: 1072.644531
	Iteration 299Q: 3 clusters Score -6603727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122237 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -6603734.500000 Penalty: 1072.644531
	Iteration 300F: 3 clusters Score -6603734 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122292 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -6603728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122344 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -6603740.000000 Penalty: 1072.644531
	Iteration 302Q: 3 clusters Score -6603740 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122349 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -6603735.500000 Penalty: 1072.644531
	Iteration 303Q: 3 clusters Score -6603736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122358 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -6603730.000000 Penalty: 1072.644531
	Iteration 304Q: 3 clusters Score -6603730 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122376 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -6603740 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122417 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -6603740 nChanged 50
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Mstep: Class 1 contains 122467 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -6603740 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122552 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -6603754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122546 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -6603756.000000 Penalty: 1072.644531
	Iteration 309Q: 3 clusters Score -6603756 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -6603754 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122622 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -6603751.500000 Penalty: 1072.644531
	Iteration 311Q: 3 clusters Score -6603752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122643 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -6603740.500000 Penalty: 1072.644531
	Iteration 312Q: 3 clusters Score -6603740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122638 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -6603749.500000 Penalty: 1072.644531
	Iteration 313Q: 3 clusters Score -6603750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122657 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -6603751.000000 Penalty: 1072.644531
	Iteration 314Q: 3 clusters Score -6603751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122733 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -6603730.000000 Penalty: 1072.644531
	Iteration 315Q: 3 clusters Score -6603730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122722 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -6603737.500000 Penalty: 1072.644531
	Iteration 316Q: 3 clusters Score -6603738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122665 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -6603741.500000 Penalty: 1072.644531
	Iteration 317Q: 3 clusters Score -6603742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122700 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -6603740.000000 Penalty: 1072.644531
	Iteration 318Q: 3 clusters Score -6603740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -6603744.000000 Penalty: 1072.644531
	Iteration 319Q: 3 clusters Score -6603744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122795 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -6603736.000000 Penalty: 1072.644531
	Iteration 320F: 3 clusters Score -6603736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -6603733.500000 Penalty: 1072.644531
	Iteration 321Q: 3 clusters Score -6603734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122805 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -6603737.500000 Penalty: 1072.644531
	Iteration 322Q: 3 clusters Score -6603738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122837 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -6603729.000000 Penalty: 1072.644531
	Iteration 323Q: 3 clusters Score -6603729 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122922 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -6603739.000000 Penalty: 1072.644531
	Iteration 324Q: 3 clusters Score -6603739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122881 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -6603726.000000 Penalty: 1072.644531
	Iteration 325Q: 3 clusters Score -6603726 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123024 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -6603739.000000 Penalty: 1072.644531
	Iteration 326Q: 3 clusters Score -6603739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123076 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -6603751.000000 Penalty: 1072.644531
	Iteration 327Q: 3 clusters Score -6603751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123028 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -6603751.000000 Penalty: 1072.644531
	Iteration 328Q: 3 clusters Score -6603751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122978 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -6603741.500000 Penalty: 1072.644531
	Iteration 329Q: 3 clusters Score -6603742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123014 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -6603751.000000 Penalty: 1072.644531
	Iteration 330Q: 3 clusters Score -6603751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -6603754.500000 Penalty: 1072.644531
	Iteration 331Q: 3 clusters Score -6603754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122986 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -6603752.000000 Penalty: 1072.644531
	Iteration 332Q: 3 clusters Score -6603752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122997 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -6603749.500000 Penalty: 1072.644531
	Iteration 333Q: 3 clusters Score -6603750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122998 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -6603756.000000 Penalty: 1072.644531
	Iteration 334Q: 3 clusters Score -6603756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -6603750.500000 Penalty: 1072.644531
	Iteration 335Q: 3 clusters Score -6603750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -6603750.500000 Penalty: 1072.644531
	Iteration 336F: 3 clusters Score -6603750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -10335.997070 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10336 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 92 members 
Entering Unmasked Estep 
Score: -10034.919922 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -10034.92 nChanged 40
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: -10073.399414 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -10073.4 nChanged 14
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: -10093.833984 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -10093.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10103.586914 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -10103.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10110.327148 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -10110.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10117.296875 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -10117.3 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: -10122.624023 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -10122.62 nChanged 2
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: -10129.684570 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -10129.68 nChanged 3
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: -10138.322266 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -10138.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10151.811523 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -10151.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10161.022461 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -10161.02 nChanged 2
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: -10164.703125 Penalty: 481.232300
	Iteration 11Q: 3 clusters Score -10164.7 nChanged 2
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: -10167.275391 Penalty: 481.232300
	Iteration 12Q: 3 clusters Score -10167.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10167.634766 Penalty: 481.232300
	Iteration 13Q: 3 clusters Score -10167.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10167.634766 Penalty: 481.232300
	Iteration 14F: 3 clusters Score -10167.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -4647.546387 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -4647.546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4441.664062 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -4441.664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4496.062988 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -4496.063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4523.761719 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -4523.762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4532.870605 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -4532.871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4542.575195 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -4542.575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4547.713867 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -4547.714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4548.874512 Penalty: 429.383392
	Iteration 6Q: 3 clusters Score -4548.875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4548.874512 Penalty: 429.383392
	Iteration 7F: 3 clusters Score -4548.875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -90398.359375 Penalty: 341.198578
	Iteration 0F: 2 clusters Score -90398.36 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 876 members 
Entering Unmasked Estep 
Score: -89075.968750 Penalty: 682.397156
	Iteration 0F: 3 clusters Score -89075.97 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -89463.367188 Penalty: 682.397156
	Iteration 1F: 3 clusters Score -89463.37 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -89532.531250 Penalty: 682.397156
	Iteration 2F: 3 clusters Score -89532.53 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -89621.078125 Penalty: 682.397156
	Iteration 3F: 3 clusters Score -89621.08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -89705.765625 Penalty: 682.397156
	Iteration 4F: 3 clusters Score -89705.77 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -89800.843750 Penalty: 682.397156
	Iteration 5F: 3 clusters Score -89800.84 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89891.078125 Penalty: 682.397156
	Iteration 6F: 3 clusters Score -89891.08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89973.484375 Penalty: 682.397156
	Iteration 7Q: 3 clusters Score -89973.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90025.648438 Penalty: 682.397156
	Iteration 8Q: 3 clusters Score -90025.65 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -90057.656250 Penalty: 682.397156
	Iteration 9Q: 3 clusters Score -90057.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90083.328125 Penalty: 682.397156
	Iteration 10Q: 3 clusters Score -90083.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -90093.382812 Penalty: 682.397156
	Iteration 11Q: 3 clusters Score -90093.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -90100.968750 Penalty: 682.397156
	Iteration 12Q: 3 clusters Score -90100.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -90109.031250 Penalty: 682.397156
	Iteration 13Q: 3 clusters Score -90109.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -90118.945312 Penalty: 682.397156
	Iteration 14Q: 3 clusters Score -90118.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -90126.968750 Penalty: 682.397156
	Iteration 15Q: 3 clusters Score -90126.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -90134.320312 Penalty: 682.397156
	Iteration 16Q: 3 clusters Score -90134.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -90138.812500 Penalty: 682.397156
	Iteration 17Q: 3 clusters Score -90138.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -90140.960938 Penalty: 682.397156
	Iteration 18Q: 3 clusters Score -90140.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -90143.421875 Penalty: 682.397156
	Iteration 19Q: 3 clusters Score -90143.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -90149.320312 Penalty: 682.397156
	Iteration 20F: 3 clusters Score -90149.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -90152.414062 Penalty: 682.397156
	Iteration 21Q: 3 clusters Score -90152.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -90153.695312 Penalty: 682.397156
	Iteration 22Q: 3 clusters Score -90153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -90153.851562 Penalty: 682.397156
	Iteration 23Q: 3 clusters Score -90153.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -90153.882812 Penalty: 682.397156
	Iteration 24Q: 3 clusters Score -90153.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -90153.882812 Penalty: 682.397156
	Iteration 25F: 3 clusters Score -90153.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (191652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191652 members 
Entering Unmasked Estep 
Score: -9602903.000000 Penalty: 553.436401
	Iteration 0F: 2 clusters Score -9602903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -9472938.000000 Penalty: 1106.872803
	Iteration 0F: 3 clusters Score -9472938 nChanged 94693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -9530955.000000 Penalty: 1106.872803
	Iteration 1F: 3 clusters Score -9530955 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 111718 members 
Entering Unmasked Estep 
Score: -9533362.000000 Penalty: 1106.872803
	Iteration 2Q: 3 clusters Score -9533362 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 120329 members 
Entering Unmasked Estep 
Score: -9537288.000000 Penalty: 1106.872803
	Iteration 3Q: 3 clusters Score -9537288 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 132065 members 
Entering Unmasked Estep 
Score: -9544428.000000 Penalty: 1106.872803
	Iteration 4F: 3 clusters Score -9544428 nChanged 15292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 147261 members 
Entering Unmasked Estep 
Score: -9556577.000000 Penalty: 1106.872803
	Iteration 5F: 3 clusters Score -9556577 nChanged 17198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 164413 members 
Entering Unmasked Estep 
Score: -9573797.000000 Penalty: 1106.872803
	Iteration 6F: 3 clusters Score -9573797 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 179478 members 
Entering Unmasked Estep 
Score: -9590568.000000 Penalty: 1106.872803
	Iteration 7F: 3 clusters Score -9590568 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 188135 members 
Entering Unmasked Estep 
Score: -9599365.000000 Penalty: 1106.872803
	Iteration 8Q: 3 clusters Score -9599365 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 190862 members 
Entering Unmasked Estep 
Score: -9601785.000000 Penalty: 1106.872803
	Iteration 9Q: 3 clusters Score -9601785 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 191464 members 
Entering Unmasked Estep 
Score: -9602227.000000 Penalty: 1106.872803
	Iteration 10Q: 3 clusters Score -9602227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 191584 members 
Entering Unmasked Estep 
Score: -9602317.000000 Penalty: 1106.872803
	Iteration 11Q: 3 clusters Score -9602317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 191605 members 
Entering Unmasked Estep 
Score: -9602345.000000 Penalty: 1106.872803
	Iteration 12Q: 3 clusters Score -9602345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 191610 members 
Entering Unmasked Estep 
Score: -9602366.000000 Penalty: 1106.872803
	Iteration 13Q: 3 clusters Score -9602366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 191612 members 
Entering Unmasked Estep 
Score: -9602363.000000 Penalty: 1106.872803
	Iteration 14Q: 3 clusters Score -9602363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 191613 members 
Entering Unmasked Estep 
Score: -9602367.000000 Penalty: 1106.872803
	Iteration 15Q: 3 clusters Score -9602367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 191613 members 
Entering Unmasked Estep 
Score: -9602367.000000 Penalty: 1106.872803
	Iteration 16F: 3 clusters Score -9602367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (80689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Entering Unmasked Estep 
Score: -4112023.250000 Penalty: 514.075317
	Iteration 0F: 2 clusters Score -4112023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -4057337.250000 Penalty: 1028.150635
	Iteration 0F: 3 clusters Score -4057337 nChanged 39623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -4081831.500000 Penalty: 1028.150635
	Iteration 1F: 3 clusters Score -4081832 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4083401.250000 Penalty: 1028.150635
	Iteration 2Q: 3 clusters Score -4083401 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4086113.750000 Penalty: 1028.150635
	Iteration 3F: 3 clusters Score -4086114 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -4090466.000000 Penalty: 1028.150635
	Iteration 4F: 3 clusters Score -4090466 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -4095818.500000 Penalty: 1028.150635
	Iteration 5F: 3 clusters Score -4095818 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -4100669.500000 Penalty: 1028.150635
	Iteration 6F: 3 clusters Score -4100670 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -4103978.000000 Penalty: 1028.150635
	Iteration 7Q: 3 clusters Score -4103978 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4105811.250000 Penalty: 1028.150635
	Iteration 8Q: 3 clusters Score -4105811 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -4107044.000000 Penalty: 1028.150635
	Iteration 9Q: 3 clusters Score -4107044 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4108102.750000 Penalty: 1028.150635
	Iteration 10Q: 3 clusters Score -4108103 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4109153.250000 Penalty: 1028.150635
	Iteration 11Q: 3 clusters Score -4109153 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -4110043.750000 Penalty: 1028.150635
	Iteration 12Q: 3 clusters Score -4110044 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4110549.250000 Penalty: 1028.150635
	Iteration 13Q: 3 clusters Score -4110549 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4110772.000000 Penalty: 1028.150635
	Iteration 14Q: 3 clusters Score -4110772 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -4110907.250000 Penalty: 1028.150635
	Iteration 15Q: 3 clusters Score -4110907 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -4110978.500000 Penalty: 1028.150635
	Iteration 16Q: 3 clusters Score -4110978 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4111003.000000 Penalty: 1028.150635
	Iteration 17Q: 3 clusters Score -4111003 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -4111005.500000 Penalty: 1028.150635
	Iteration 18Q: 3 clusters Score -4111006 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -4111015.000000 Penalty: 1028.150635
	Iteration 19Q: 3 clusters Score -4111015 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -4111025.250000 Penalty: 1028.150635
	Iteration 20F: 3 clusters Score -4111025 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -4111018.250000 Penalty: 1028.150635
	Iteration 21Q: 3 clusters Score -4111018 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4111005.250000 Penalty: 1028.150635
	Iteration 22Q: 3 clusters Score -4111005 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -4110984.250000 Penalty: 1028.150635
	Iteration 23Q: 3 clusters Score -4110984 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4110968.000000 Penalty: 1028.150635
	Iteration 24Q: 3 clusters Score -4110968 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -4110970.750000 Penalty: 1028.150635
	Iteration 25Q: 3 clusters Score -4110971 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -4110961.250000 Penalty: 1028.150635
	Iteration 26Q: 3 clusters Score -4110961 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -4110967.500000 Penalty: 1028.150635
	Iteration 27Q: 3 clusters Score -4110968 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4110967.500000 Penalty: 1028.150635
	Iteration 28Q: 3 clusters Score -4110968 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4110970.750000 Penalty: 1028.150635
	Iteration 29Q: 3 clusters Score -4110971 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -4110972.750000 Penalty: 1028.150635
	Iteration 30Q: 3 clusters Score -4110973 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -4110956.500000 Penalty: 1028.150635
	Iteration 31Q: 3 clusters Score -4110956 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -4110957.500000 Penalty: 1028.150635
	Iteration 32Q: 3 clusters Score -4110958 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4110948.250000 Penalty: 1028.150635
	Iteration 33Q: 3 clusters Score -4110948 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -4110939.250000 Penalty: 1028.150635
	Iteration 34Q: 3 clusters Score -4110939 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4110941.500000 Penalty: 1028.150635
	Iteration 35Q: 3 clusters Score -4110942 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -4110925.500000 Penalty: 1028.150635
	Iteration 36Q: 3 clusters Score -4110926 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4110928.000000 Penalty: 1028.150635
	Iteration 37Q: 3 clusters Score -4110928 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -4110927.750000 Penalty: 1028.150635
	Iteration 38Q: 3 clusters Score -4110928 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4110921.750000 Penalty: 1028.150635
	Iteration 39Q: 3 clusters Score -4110922 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -4110928.250000 Penalty: 1028.150635
	Iteration 40F: 3 clusters Score -4110928 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -4110930.500000 Penalty: 1028.150635
	Iteration 41Q: 3 clusters Score -4110930 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -4110903.750000 Penalty: 1028.150635
	Iteration 42Q: 3 clusters Score -4110904 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -4110898.250000 Penalty: 1028.150635
	Iteration 43Q: 3 clusters Score -4110898 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4110895.500000 Penalty: 1028.150635
	Iteration 44Q: 3 clusters Score -4110896 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -4110876.250000 Penalty: 1028.150635
	Iteration 45Q: 3 clusters Score -4110876 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4110878.250000 Penalty: 1028.150635
	Iteration 46Q: 3 clusters Score -4110878 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -4110864.000000 Penalty: 1028.150635
	Iteration 47Q: 3 clusters Score -4110864 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4110878.500000 Penalty: 1028.150635
	Iteration 48Q: 3 clusters Score -4110878 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4110876.500000 Penalty: 1028.150635
	Iteration 49Q: 3 clusters Score -4110876 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -4110870.500000 Penalty: 1028.150635
	Iteration 50Q: 3 clusters Score -4110870 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -4110880.500000 Penalty: 1028.150635
	Iteration 51Q: 3 clusters Score -4110880 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4110876.250000 Penalty: 1028.150635
	Iteration 52Q: 3 clusters Score -4110876 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4110849.000000 Penalty: 1028.150635
	Iteration 53Q: 3 clusters Score -4110849 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4110848.500000 Penalty: 1028.150635
	Iteration 54Q: 3 clusters Score -4110848 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4110829.000000 Penalty: 1028.150635
	Iteration 55Q: 3 clusters Score -4110829 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4110841.500000 Penalty: 1028.150635
	Iteration 56Q: 3 clusters Score -4110842 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4110855.250000 Penalty: 1028.150635
	Iteration 57Q: 3 clusters Score -4110855 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4110864.750000 Penalty: 1028.150635
	Iteration 58Q: 3 clusters Score -4110865 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -4110842.750000 Penalty: 1028.150635
	Iteration 59Q: 3 clusters Score -4110843 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4110851.250000 Penalty: 1028.150635
	Iteration 60F: 3 clusters Score -4110851 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4110858.000000 Penalty: 1028.150635
	Iteration 61Q: 3 clusters Score -4110858 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4110854.750000 Penalty: 1028.150635
	Iteration 62Q: 3 clusters Score -4110855 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -4110863.500000 Penalty: 1028.150635
	Iteration 63Q: 3 clusters Score -4110864 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -4110856.500000 Penalty: 1028.150635
	Iteration 64Q: 3 clusters Score -4110856 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4110855.750000 Penalty: 1028.150635
	Iteration 65Q: 3 clusters Score -4110856 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4110852.000000 Penalty: 1028.150635
	Iteration 66Q: 3 clusters Score -4110852 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -4110848.500000 Penalty: 1028.150635
	Iteration 67Q: 3 clusters Score -4110848 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -4110868.500000 Penalty: 1028.150635
	Iteration 68Q: 3 clusters Score -4110868 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -4110867.750000 Penalty: 1028.150635
	Iteration 69Q: 3 clusters Score -4110868 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4110883.250000 Penalty: 1028.150635
	Iteration 70Q: 3 clusters Score -4110883 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -4110897.250000 Penalty: 1028.150635
	Iteration 71Q: 3 clusters Score -4110897 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -4110879.750000 Penalty: 1028.150635
	Iteration 72Q: 3 clusters Score -4110880 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -4110873.250000 Penalty: 1028.150635
	Iteration 73Q: 3 clusters Score -4110873 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -4110869.000000 Penalty: 1028.150635
	Iteration 74Q: 3 clusters Score -4110869 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -4110882.500000 Penalty: 1028.150635
	Iteration 75Q: 3 clusters Score -4110882 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -4110905.250000 Penalty: 1028.150635
	Iteration 76Q: 3 clusters Score -4110905 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -4110906.250000 Penalty: 1028.150635
	Iteration 77Q: 3 clusters Score -4110906 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -4110919.250000 Penalty: 1028.150635
	Iteration 78Q: 3 clusters Score -4110919 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -4110934.250000 Penalty: 1028.150635
	Iteration 79Q: 3 clusters Score -4110934 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -4110940.250000 Penalty: 1028.150635
	Iteration 80F: 3 clusters Score -4110940 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -4110938.250000 Penalty: 1028.150635
	Iteration 81Q: 3 clusters Score -4110938 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -4110922.500000 Penalty: 1028.150635
	Iteration 82Q: 3 clusters Score -4110922 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -4110932.750000 Penalty: 1028.150635
	Iteration 83Q: 3 clusters Score -4110933 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -4110932.500000 Penalty: 1028.150635
	Iteration 84Q: 3 clusters Score -4110932 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -4110937.000000 Penalty: 1028.150635
	Iteration 85Q: 3 clusters Score -4110937 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -4110946.000000 Penalty: 1028.150635
	Iteration 86Q: 3 clusters Score -4110946 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -4110944.250000 Penalty: 1028.150635
	Iteration 87Q: 3 clusters Score -4110944 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -4110947.500000 Penalty: 1028.150635
	Iteration 88Q: 3 clusters Score -4110948 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 174Q: 3 clusters Score -4111180 nChanged 11
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	Iteration 179Q: 3 clusters Score -4111185 nChanged 37
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	Iteration 180F: 3 clusters Score -4111176 nChanged 31
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	Iteration 181Q: 3 clusters Score -4111178 nChanged 36
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Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 460F: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 461Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 462Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 463Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 464Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 465Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 466Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 467Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 468Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 469Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 470Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 471Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 472Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 473Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 474Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 475Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 476Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 477Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 478Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 479Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 480F: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 481Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 482Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 483Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 484Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 485Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 486Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 487Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 488Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 489Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 490Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 491Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 492Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 493Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 494Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 495Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 496Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 497Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 498Q: 3 clusters Score -4111176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -4111175.250000 Penalty: 1028.150635
	Iteration 499Q: 3 clusters Score -4111175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -4111176.500000 Penalty: 1028.150635
	Iteration 500F: 3 clusters Score -4111176 nChanged 2
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 78 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -8246.074219 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -8246.074 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 126 members 
Entering Unmasked Estep 
Score: -7952.928223 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -7952.928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8043.536621 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -8043.537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8070.790039 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -8070.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8077.511230 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -8077.511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8078.276367 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -8078.276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8079.996094 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -8079.996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8079.996094 Penalty: 506.719360
	Iteration 6F: 3 clusters Score -8079.996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -18318.636719 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -18318.64 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 166 members 
Entering Unmasked Estep 
Score: -17906.628906 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -17906.63 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18016.316406 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -18016.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18057.203125 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -18057.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18075.701172 Penalty: 536.390686
	Iteration 3F: 3 clusters Score -18075.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18087.691406 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -18087.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18093.191406 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -18093.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18101.642578 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -18101.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18108.501953 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -18108.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18114.896484 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -18114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18120.826172 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -18120.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18122.230469 Penalty: 536.390686
	Iteration 10Q: 3 clusters Score -18122.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18125.011719 Penalty: 536.390686
	Iteration 11Q: 3 clusters Score -18125.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18127.826172 Penalty: 536.390686
	Iteration 12Q: 3 clusters Score -18127.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18130.367188 Penalty: 536.390686
	Iteration 13Q: 3 clusters Score -18130.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18131.218750 Penalty: 536.390686
	Iteration 14Q: 3 clusters Score -18131.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18132.626953 Penalty: 536.390686
	Iteration 15Q: 3 clusters Score -18132.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18134.314453 Penalty: 536.390686
	Iteration 16Q: 3 clusters Score -18134.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18136.271484 Penalty: 536.390686
	Iteration 17Q: 3 clusters Score -18136.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18137.531250 Penalty: 536.390686
	Iteration 18Q: 3 clusters Score -18137.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18139.820312 Penalty: 536.390686
	Iteration 19Q: 3 clusters Score -18139.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18140.558594 Penalty: 536.390686
	Iteration 20F: 3 clusters Score -18140.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18140.982422 Penalty: 536.390686
	Iteration 21Q: 3 clusters Score -18140.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18141.597656 Penalty: 536.390686
	Iteration 22Q: 3 clusters Score -18141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18142.294922 Penalty: 536.390686
	Iteration 23Q: 3 clusters Score -18142.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18144.242188 Penalty: 536.390686
	Iteration 24Q: 3 clusters Score -18144.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18147.066406 Penalty: 536.390686
	Iteration 25Q: 3 clusters Score -18147.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18148.535156 Penalty: 536.390686
	Iteration 26Q: 3 clusters Score -18148.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18153.386719 Penalty: 536.390686
	Iteration 27Q: 3 clusters Score -18153.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18156.998047 Penalty: 536.390686
	Iteration 28Q: 3 clusters Score -18157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18161.316406 Penalty: 536.390686
	Iteration 29Q: 3 clusters Score -18161.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18166.050781 Penalty: 536.390686
	Iteration 30Q: 3 clusters Score -18166.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18167.734375 Penalty: 536.390686
	Iteration 31Q: 3 clusters Score -18167.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18167.734375 Penalty: 536.390686
	Iteration 32F: 3 clusters Score -18167.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -14707.154297 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -14707.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14332.139648 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -14332.14 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14471.938477 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -14471.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14532.864258 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -14532.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14555.895508 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -14555.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14580.320312 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -14580.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14590.890625 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -14590.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14594.115234 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -14594.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14596.712891 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -14596.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14601.461914 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -14601.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14602.717773 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -14602.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14602.717773 Penalty: 525.201111
	Iteration 10F: 3 clusters Score -14602.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94325 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 31971 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20851 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27988 members 
Mstep: Class 9 contains 29941 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 96468 members 
Mstep: Class 14 contains 216349 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7917 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 164249 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 2576 members 
Mstep: Class 28 contains 42042 members 
Mstep: Class 29 contains 4595 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199335 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5764 members 
Mstep: Class 37 contains 46834 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37560 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191397 members 
Mstep: Class 43 contains 10986 members 
Mstep: Class 44 contains 5197 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10492 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186129 members 
Mstep: Class 65 contains 12307 members 
Mstep: Class 66 contains 29772 members 
Mstep: Class 67 contains 2450 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28309 members 
Mstep: Class 72 contains 131571 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191652 members 
Mstep: Class 77 contains 80689 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802104.000000 Penalty: 52089.089844
Iteration 479Q: 80 clusters Score -9.08021e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94310 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 32056 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20854 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27688 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 96467 members 
Mstep: Class 14 contains 216345 members 
Mstep: Class 15 contains 2730 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7908 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 164658 members 
Mstep: Class 26 contains 4708 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 42048 members 
Mstep: Class 29 contains 4599 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199286 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5764 members 
Mstep: Class 37 contains 46802 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37561 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191523 members 
Mstep: Class 43 contains 10984 members 
Mstep: Class 44 contains 5172 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10524 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186163 members 
Mstep: Class 65 contains 12320 members 
Mstep: Class 66 contains 29495 members 
Mstep: Class 67 contains 2450 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28218 members 
Mstep: Class 72 contains 130703 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191531 members 
Mstep: Class 77 contains 81788 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802112.000000 Penalty: 52089.089844
Iteration 480F: 80 clusters Score -9.080211e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94306 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 32142 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20850 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27536 members 
Mstep: Class 9 contains 29918 members 
Mstep: Class 10 contains 7224 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 96467 members 
Mstep: Class 14 contains 216339 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1972 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 2265 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 165033 members 
Mstep: Class 26 contains 4704 members 
Mstep: Class 27 contains 2580 members 
Mstep: Class 28 contains 42058 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 199342 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1302 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5764 members 
Mstep: Class 37 contains 46782 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37558 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191592 members 
Mstep: Class 43 contains 10979 members 
Mstep: Class 44 contains 5155 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10550 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186175 members 
Mstep: Class 65 contains 12322 members 
Mstep: Class 66 contains 29018 members 
Mstep: Class 67 contains 2449 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28139 members 
Mstep: Class 72 contains 129978 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191319 members 
Mstep: Class 77 contains 82874 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801920.000000 Penalty: 52089.089844
Iteration 481Q: 80 clusters Score -9.080192e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94302 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 32222 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20854 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27355 members 
Mstep: Class 9 contains 29912 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1710 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 96465 members 
Mstep: Class 14 contains 216343 members 
Mstep: Class 15 contains 2723 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7884 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 2265 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 165443 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2584 members 
Mstep: Class 28 contains 42066 members 
Mstep: Class 29 contains 4615 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199280 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1304 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5764 members 
Mstep: Class 37 contains 46757 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37557 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191705 members 
Mstep: Class 43 contains 10978 members 
Mstep: Class 44 contains 5137 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10578 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186192 members 
Mstep: Class 65 contains 12320 members 
Mstep: Class 66 contains 28806 members 
Mstep: Class 67 contains 2446 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 28072 members 
Mstep: Class 72 contains 129140 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 191153 members 
Mstep: Class 77 contains 83809 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802216.000000 Penalty: 52089.089844
Iteration 482Q: 80 clusters Score -9.080222e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94290 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20854 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27199 members 
Mstep: Class 9 contains 29917 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 2340 members 
Mstep: Class 13 contains 96455 members 
Mstep: Class 14 contains 216339 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7878 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 165681 members 
Mstep: Class 26 contains 4694 members 
Mstep: Class 27 contains 2589 members 
Mstep: Class 28 contains 42069 members 
Mstep: Class 29 contains 4619 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199336 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1305 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46745 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37552 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191788 members 
Mstep: Class 43 contains 10975 members 
Mstep: Class 44 contains 5115 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10600 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186217 members 
Mstep: Class 65 contains 12316 members 
Mstep: Class 66 contains 28337 members 
Mstep: Class 67 contains 2446 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 27994 members 
Mstep: Class 72 contains 128509 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190963 members 
Mstep: Class 77 contains 84888 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802568.000000 Penalty: 52089.089844
Iteration 483Q: 80 clusters Score -9.080257e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94286 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 32409 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20855 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 27081 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 2338 members 
Mstep: Class 13 contains 96435 members 
Mstep: Class 14 contains 216332 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 2262 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 165746 members 
Mstep: Class 26 contains 4689 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 42065 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199339 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1306 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46745 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37549 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191847 members 
Mstep: Class 43 contains 10969 members 
Mstep: Class 44 contains 5101 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10624 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186256 members 
Mstep: Class 65 contains 12317 members 
Mstep: Class 66 contains 28026 members 
Mstep: Class 67 contains 2448 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 27887 members 
Mstep: Class 72 contains 127870 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190689 members 
Mstep: Class 77 contains 86106 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802648.000000 Penalty: 52089.089844
Iteration 484Q: 80 clusters Score -9.080265e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94282 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 32484 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20855 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 29927 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 2339 members 
Mstep: Class 13 contains 96419 members 
Mstep: Class 14 contains 216332 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7857 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 166011 members 
Mstep: Class 26 contains 4680 members 
Mstep: Class 27 contains 2597 members 
Mstep: Class 28 contains 42058 members 
Mstep: Class 29 contains 4631 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199336 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1304 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46740 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37550 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191911 members 
Mstep: Class 43 contains 10964 members 
Mstep: Class 44 contains 5072 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10651 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186322 members 
Mstep: Class 65 contains 12321 members 
Mstep: Class 66 contains 27710 members 
Mstep: Class 67 contains 2448 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 27801 members 
Mstep: Class 72 contains 127153 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190590 members 
Mstep: Class 77 contains 87049 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803032.000000 Penalty: 52089.089844
Iteration 485Q: 80 clusters Score -9.080303e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94286 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 32578 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20858 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26783 members 
Mstep: Class 9 contains 29925 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 12 contains 2340 members 
Mstep: Class 13 contains 96396 members 
Mstep: Class 14 contains 216341 members 
Mstep: Class 15 contains 2690 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7846 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 2260 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 166163 members 
Mstep: Class 26 contains 4673 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 42051 members 
Mstep: Class 29 contains 4633 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199298 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1302 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46754 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37550 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 191991 members 
Mstep: Class 43 contains 10956 members 
Mstep: Class 44 contains 5040 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10668 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186368 members 
Mstep: Class 65 contains 12318 members 
Mstep: Class 66 contains 27435 members 
Mstep: Class 67 contains 2449 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 27723 members 
Mstep: Class 72 contains 126502 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190445 members 
Mstep: Class 77 contains 88079 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803032.000000 Penalty: 52089.089844
Iteration 486Q: 80 clusters Score -9.080303e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94288 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 32651 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20861 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26562 members 
Mstep: Class 9 contains 29927 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1717 members 
Mstep: Class 12 contains 2339 members 
Mstep: Class 13 contains 96385 members 
Mstep: Class 14 contains 216350 members 
Mstep: Class 15 contains 2680 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 166304 members 
Mstep: Class 26 contains 4668 members 
Mstep: Class 27 contains 2606 members 
Mstep: Class 28 contains 42053 members 
Mstep: Class 29 contains 4636 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199291 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1303 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46770 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37552 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192092 members 
Mstep: Class 43 contains 10953 members 
Mstep: Class 44 contains 5016 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10683 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186465 members 
Mstep: Class 65 contains 12316 members 
Mstep: Class 66 contains 27216 members 
Mstep: Class 67 contains 2448 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 27605 members 
Mstep: Class 72 contains 125723 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190383 members 
Mstep: Class 77 contains 89085 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803368.000000 Penalty: 52089.089844
Iteration 487Q: 80 clusters Score -9.080337e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94288 members 
Mstep: Class 3 contains 1418 members 
Mstep: Class 4 contains 32727 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20866 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26411 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 2339 members 
Mstep: Class 13 contains 96370 members 
Mstep: Class 14 contains 216350 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 2257 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 166576 members 
Mstep: Class 26 contains 4663 members 
Mstep: Class 27 contains 2609 members 
Mstep: Class 28 contains 42062 members 
Mstep: Class 29 contains 4638 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199343 members 
Mstep: Class 32 contains 1382 members 
Mstep: Class 33 contains 1303 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46796 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37557 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192144 members 
Mstep: Class 43 contains 10944 members 
Mstep: Class 44 contains 4991 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10697 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186564 members 
Mstep: Class 65 contains 12316 members 
Mstep: Class 66 contains 26848 members 
Mstep: Class 67 contains 2449 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 27502 members 
Mstep: Class 72 contains 124995 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190289 members 
Mstep: Class 77 contains 89998 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803528.000000 Penalty: 52089.089844
Iteration 488Q: 80 clusters Score -9.080353e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94279 members 
Mstep: Class 3 contains 1419 members 
Mstep: Class 4 contains 32798 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20868 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26277 members 
Mstep: Class 9 contains 29928 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 12 contains 2338 members 
Mstep: Class 13 contains 96358 members 
Mstep: Class 14 contains 216353 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7794 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 2256 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 166836 members 
Mstep: Class 26 contains 4661 members 
Mstep: Class 27 contains 2613 members 
Mstep: Class 28 contains 42068 members 
Mstep: Class 29 contains 4639 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199383 members 
Mstep: Class 32 contains 1381 members 
Mstep: Class 33 contains 1302 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46804 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37562 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192199 members 
Mstep: Class 43 contains 10942 members 
Mstep: Class 44 contains 4965 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10710 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186668 members 
Mstep: Class 65 contains 12315 members 
Mstep: Class 66 contains 26605 members 
Mstep: Class 67 contains 2450 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 27377 members 
Mstep: Class 72 contains 124246 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190214 members 
Mstep: Class 77 contains 90829 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803360.000000 Penalty: 52089.089844
Iteration 489Q: 80 clusters Score -9.080336e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94274 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 32878 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20865 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26066 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 2338 members 
Mstep: Class 13 contains 96345 members 
Mstep: Class 14 contains 216366 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7777 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 2254 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 166996 members 
Mstep: Class 26 contains 4659 members 
Mstep: Class 27 contains 2614 members 
Mstep: Class 28 contains 42071 members 
Mstep: Class 29 contains 4643 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199411 members 
Mstep: Class 32 contains 1381 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46793 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37568 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192312 members 
Mstep: Class 43 contains 10941 members 
Mstep: Class 44 contains 4933 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10721 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186741 members 
Mstep: Class 65 contains 12319 members 
Mstep: Class 66 contains 26400 members 
Mstep: Class 67 contains 2448 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 27242 members 
Mstep: Class 72 contains 123514 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190135 members 
Mstep: Class 77 contains 91770 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803408.000000 Penalty: 52089.089844
Iteration 490Q: 80 clusters Score -9.080341e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94280 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 32961 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20867 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 26003 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 12 contains 2340 members 
Mstep: Class 13 contains 96316 members 
Mstep: Class 14 contains 216372 members 
Mstep: Class 15 contains 2666 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7753 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 1973 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 2250 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 167161 members 
Mstep: Class 26 contains 4653 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 42073 members 
Mstep: Class 29 contains 4645 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199504 members 
Mstep: Class 32 contains 1381 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46786 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37570 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192327 members 
Mstep: Class 43 contains 10945 members 
Mstep: Class 44 contains 4898 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10728 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186795 members 
Mstep: Class 65 contains 12319 members 
Mstep: Class 66 contains 26049 members 
Mstep: Class 67 contains 2443 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 27134 members 
Mstep: Class 72 contains 122924 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190047 members 
Mstep: Class 77 contains 92634 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803384.000000 Penalty: 52089.089844
Iteration 491Q: 80 clusters Score -9.080338e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94272 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 33054 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20862 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25835 members 
Mstep: Class 9 contains 29936 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 96292 members 
Mstep: Class 14 contains 216372 members 
Mstep: Class 15 contains 2661 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 1971 members 
Mstep: Class 22 contains 2040 members 
Mstep: Class 23 contains 2248 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 167341 members 
Mstep: Class 26 contains 4655 members 
Mstep: Class 27 contains 2615 members 
Mstep: Class 28 contains 42072 members 
Mstep: Class 29 contains 4646 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199587 members 
Mstep: Class 32 contains 1381 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46777 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37573 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192407 members 
Mstep: Class 43 contains 10942 members 
Mstep: Class 44 contains 4864 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10741 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186827 members 
Mstep: Class 65 contains 12319 members 
Mstep: Class 66 contains 25752 members 
Mstep: Class 67 contains 2440 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 27032 members 
Mstep: Class 72 contains 122304 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190002 members 
Mstep: Class 77 contains 93488 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803424.000000 Penalty: 52089.089844
Iteration 492Q: 80 clusters Score -9.080342e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94261 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 33155 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20859 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25678 members 
Mstep: Class 9 contains 29943 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 96269 members 
Mstep: Class 14 contains 216376 members 
Mstep: Class 15 contains 2658 members 
Mstep: Class 16 contains 1327 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7726 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 1971 members 
Mstep: Class 22 contains 2040 members 
Mstep: Class 23 contains 2246 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 167504 members 
Mstep: Class 26 contains 4651 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 42070 members 
Mstep: Class 29 contains 4647 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199669 members 
Mstep: Class 32 contains 1381 members 
Mstep: Class 33 contains 1300 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46768 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37579 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192525 members 
Mstep: Class 43 contains 10943 members 
Mstep: Class 44 contains 4832 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10753 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186837 members 
Mstep: Class 65 contains 12323 members 
Mstep: Class 66 contains 25448 members 
Mstep: Class 67 contains 2440 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 26929 members 
Mstep: Class 72 contains 121734 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 189965 members 
Mstep: Class 77 contains 94254 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803376.000000 Penalty: 52089.089844
Iteration 493Q: 80 clusters Score -9.080338e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94248 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 33262 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20862 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25505 members 
Mstep: Class 9 contains 29946 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 96248 members 
Mstep: Class 14 contains 216388 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 1971 members 
Mstep: Class 22 contains 2042 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 167755 members 
Mstep: Class 26 contains 4645 members 
Mstep: Class 27 contains 2615 members 
Mstep: Class 28 contains 42067 members 
Mstep: Class 29 contains 4648 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199706 members 
Mstep: Class 32 contains 1380 members 
Mstep: Class 33 contains 1300 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46761 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37579 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192628 members 
Mstep: Class 43 contains 10940 members 
Mstep: Class 44 contains 4811 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10762 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186826 members 
Mstep: Class 65 contains 12324 members 
Mstep: Class 66 contains 25170 members 
Mstep: Class 67 contains 2444 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 26859 members 
Mstep: Class 72 contains 121129 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190029 members 
Mstep: Class 77 contains 94899 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803320.000000 Penalty: 52089.089844
Iteration 494Q: 80 clusters Score -9.080332e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94237 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 33372 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20859 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25427 members 
Mstep: Class 9 contains 29952 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 96219 members 
Mstep: Class 14 contains 216385 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7696 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 1971 members 
Mstep: Class 22 contains 2044 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 167865 members 
Mstep: Class 26 contains 4641 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 42059 members 
Mstep: Class 29 contains 4649 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199774 members 
Mstep: Class 32 contains 1377 members 
Mstep: Class 33 contains 1301 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46750 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37584 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192690 members 
Mstep: Class 43 contains 10940 members 
Mstep: Class 44 contains 4783 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10772 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186824 members 
Mstep: Class 65 contains 12325 members 
Mstep: Class 66 contains 24864 members 
Mstep: Class 67 contains 2444 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 26772 members 
Mstep: Class 72 contains 120574 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190029 members 
Mstep: Class 77 contains 95667 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802960.000000 Penalty: 52089.089844
Iteration 495Q: 80 clusters Score -9.080296e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94226 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 33483 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20856 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25206 members 
Mstep: Class 9 contains 29962 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1710 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 96193 members 
Mstep: Class 14 contains 216392 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7682 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 1971 members 
Mstep: Class 22 contains 2045 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 167940 members 
Mstep: Class 26 contains 4636 members 
Mstep: Class 27 contains 2617 members 
Mstep: Class 28 contains 42056 members 
Mstep: Class 29 contains 4651 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 199887 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 1300 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46747 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37585 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192799 members 
Mstep: Class 43 contains 10939 members 
Mstep: Class 44 contains 4747 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10780 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186838 members 
Mstep: Class 65 contains 12327 members 
Mstep: Class 66 contains 24509 members 
Mstep: Class 67 contains 2443 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 26678 members 
Mstep: Class 72 contains 119988 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190085 members 
Mstep: Class 77 contains 96522 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802856.000000 Penalty: 52089.089844
Iteration 496Q: 80 clusters Score -9.080286e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94212 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 33575 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20856 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 25006 members 
Mstep: Class 9 contains 29972 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1705 members 
Mstep: Class 12 contains 2342 members 
Mstep: Class 13 contains 96184 members 
Mstep: Class 14 contains 216401 members 
Mstep: Class 15 contains 2641 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7670 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 1971 members 
Mstep: Class 22 contains 2045 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 168160 members 
Mstep: Class 26 contains 4630 members 
Mstep: Class 27 contains 2618 members 
Mstep: Class 28 contains 42057 members 
Mstep: Class 29 contains 4655 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 200028 members 
Mstep: Class 32 contains 1373 members 
Mstep: Class 33 contains 1297 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46745 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37581 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192891 members 
Mstep: Class 43 contains 10934 members 
Mstep: Class 44 contains 4707 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10788 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186864 members 
Mstep: Class 65 contains 12332 members 
Mstep: Class 66 contains 24086 members 
Mstep: Class 67 contains 2445 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 26572 members 
Mstep: Class 72 contains 119440 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190234 members 
Mstep: Class 77 contains 97145 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802976.000000 Penalty: 52089.089844
Iteration 497Q: 80 clusters Score -9.080298e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94194 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 33665 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20855 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24882 members 
Mstep: Class 9 contains 29975 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1701 members 
Mstep: Class 12 contains 2342 members 
Mstep: Class 13 contains 96175 members 
Mstep: Class 14 contains 216405 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 1971 members 
Mstep: Class 22 contains 2045 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 168326 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 2619 members 
Mstep: Class 28 contains 42058 members 
Mstep: Class 29 contains 4663 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 200151 members 
Mstep: Class 32 contains 1371 members 
Mstep: Class 33 contains 1297 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46740 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37580 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 192945 members 
Mstep: Class 43 contains 10928 members 
Mstep: Class 44 contains 4674 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10792 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186866 members 
Mstep: Class 65 contains 12338 members 
Mstep: Class 66 contains 23717 members 
Mstep: Class 67 contains 2443 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 26480 members 
Mstep: Class 72 contains 118901 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190319 members 
Mstep: Class 77 contains 97827 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803120.000000 Penalty: 52089.089844
Iteration 498Q: 80 clusters Score -9.080312e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94176 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 33750 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20858 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24693 members 
Mstep: Class 9 contains 29977 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 2342 members 
Mstep: Class 13 contains 96158 members 
Mstep: Class 14 contains 216418 members 
Mstep: Class 15 contains 2641 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7646 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 1971 members 
Mstep: Class 22 contains 2046 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 168462 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 2620 members 
Mstep: Class 28 contains 42066 members 
Mstep: Class 29 contains 4674 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 200265 members 
Mstep: Class 32 contains 1371 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5763 members 
Mstep: Class 37 contains 46736 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37580 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 193041 members 
Mstep: Class 43 contains 10924 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10798 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186858 members 
Mstep: Class 65 contains 12339 members 
Mstep: Class 66 contains 23430 members 
Mstep: Class 67 contains 2441 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 26366 members 
Mstep: Class 72 contains 118343 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190425 members 
Mstep: Class 77 contains 98493 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802960.000000 Penalty: 52089.089844
Iteration 499Q: 80 clusters Score -9.080296e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 94158 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 33843 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 20859 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 24509 members 
Mstep: Class 9 contains 29984 members 
Mstep: Class 10 contains 7223 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 2342 members 
Mstep: Class 13 contains 96141 members 
Mstep: Class 14 contains 216433 members 
Mstep: Class 15 contains 2634 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 7643 members 
Mstep: Class 19 contains 1647 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 1971 members 
Mstep: Class 22 contains 2046 members 
Mstep: Class 23 contains 2242 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 168589 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 2621 members 
Mstep: Class 28 contains 42076 members 
Mstep: Class 29 contains 4680 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 200465 members 
Mstep: Class 32 contains 1371 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 961 members 
Mstep: Class 35 contains 934 members 
Mstep: Class 36 contains 5762 members 
Mstep: Class 37 contains 46734 members 
Mstep: Class 38 contains 722 members 
Mstep: Class 39 contains 37583 members 
Mstep: Class 40 contains 376 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 193156 members 
Mstep: Class 43 contains 10919 members 
Mstep: Class 44 contains 4624 members 
Mstep: Class 45 contains 128 members 
Mstep: Class 46 contains 741 members 
Mstep: Class 47 contains 10798 members 
Mstep: Class 48 contains 450 members 
Mstep: Class 49 contains 270 members 
Mstep: Class 50 contains 110 members 
Mstep: Class 52 contains 63 members 
Mstep: Class 53 contains 140 members 
Mstep: Class 54 contains 1095 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 152 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 140 members 
Mstep: Class 59 contains 302 members 
Mstep: Class 60 contains 275 members 
Mstep: Class 61 contains 192 members 
Mstep: Class 62 contains 250 members 
Mstep: Class 63 contains 670 members 
Mstep: Class 64 contains 186857 members 
Mstep: Class 65 contains 12338 members 
Mstep: Class 66 contains 23014 members 
Mstep: Class 67 contains 2443 members 
Mstep: Class 68 contains 166 members 
Mstep: Class 69 contains 158 members 
Mstep: Class 70 contains 167 members 
Mstep: Class 71 contains 26228 members 
Mstep: Class 72 contains 117822 members 
Mstep: Class 73 contains 198 members 
Mstep: Class 74 contains 112 members 
Mstep: Class 75 contains 1806 members 
Mstep: Class 76 contains 190534 members 
Mstep: Class 77 contains 99146 members 
Mstep: Class 78 contains 262 members 
Mstep: Class 79 contains 363 members 
Mstep: Class 80 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802752.000000 Penalty: 52089.089844
Iteration 500F: 80 clusters Score -9.080275e+07 nChanged 2738
Maximum iterations exceeded
22->80 Clusters: Score -90802752.000000, best is -90812800.000000

Starting from 23 clusters...
--- Clustering full data set of 1965645 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 89228 members 
Mstep: Class 3 contains 89008 members 
Mstep: Class 4 contains 89267 members 
Mstep: Class 5 contains 89519 members 
Mstep: Class 6 contains 89242 members 
Mstep: Class 7 contains 89314 members 
Mstep: Class 8 contains 89564 members 
Mstep: Class 9 contains 89590 members 
Mstep: Class 10 contains 89303 members 
Mstep: Class 11 contains 89226 members 
Mstep: Class 12 contains 88889 members 
Mstep: Class 13 contains 89172 members 
Mstep: Class 14 contains 89334 members 
Mstep: Class 15 contains 89156 members 
Mstep: Class 16 contains 89540 members 
Mstep: Class 17 contains 89652 members 
Mstep: Class 18 contains 90050 members 
Mstep: Class 19 contains 89282 members 
Mstep: Class 20 contains 89591 members 
Mstep: Class 21 contains 88883 members 
Mstep: Class 22 contains 89245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 29.663296 but Gain 659.355469
Score: -81618808.000000 Penalty: 13846.466797
Iteration 0F: 22 clusters Score -8.161881e+07 nChanged 1876596
Entering Unmasked Mstep 
Mstep: Class 0 contains 9251 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 20430 members 
Mstep: Class 4 contains 52326 members 
Mstep: Class 5 contains 14940 members 
Mstep: Class 6 contains 55239 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 9 contains 18754 members 
Mstep: Class 10 contains 75251 members 
Mstep: Class 11 contains 18363 members 
Mstep: Class 12 contains 12734 members 
Mstep: Class 13 contains 116857 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 18998 members 
Mstep: Class 17 contains 4028 members 
Mstep: Class 18 contains 2887 members 
Mstep: Class 19 contains 216882 members 
Mstep: Class 20 contains 105680 members 
Mstep: Class 21 contains 1128391 members 
Mstep: Class 22 contains 5191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86959456.000000 Penalty: 13846.466797
Iteration 1F: 22 clusters Score -8.695946e+07 nChanged 638875
Entering Unmasked Mstep 
Mstep: Class 0 contains 2132 members 
Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 16973 members 
Mstep: Class 4 contains 74090 members 
Mstep: Class 5 contains 5191 members 
Mstep: Class 6 contains 60909 members 
Mstep: Class 7 contains 5809 members 
Mstep: Class 9 contains 5188 members 
Mstep: Class 10 contains 79352 members 
Mstep: Class 11 contains 11870 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 116389 members 
Mstep: Class 14 contains 3003 members 
Mstep: Class 15 contains 15787 members 
Mstep: Class 16 contains 20729 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 3140 members 
Mstep: Class 19 contains 310490 members 
Mstep: Class 20 contains 79413 members 
Mstep: Class 21 contains 1054342 members 
Mstep: Class 22 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 581.802063 but Gain 659.355469
Score: -88098240.000000 Penalty: 13187.111328
Iteration 2F: 21 clusters Score -8.809824e+07 nChanged 388044
Entering Unmasked Mstep 
Mstep: Class 0 contains 1144 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 3 contains 19786 members 
Mstep: Class 4 contains 103532 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 71222 members 
Mstep: Class 7 contains 3249 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 73920 members 
Mstep: Class 11 contains 6917 members 
Mstep: Class 12 contains 2227 members 
Mstep: Class 13 contains 126817 members 
Mstep: Class 14 contains 1905 members 
Mstep: Class 15 contains 17968 members 
Mstep: Class 16 contains 24259 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 416371 members 
Mstep: Class 20 contains 65993 members 
Mstep: Class 21 contains 914731 members 
Mstep: Class 22 contains 5689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 576.473145 but Gain 659.355469
Score: -88962128.000000 Penalty: 12527.755859
Iteration 3F: 20 clusters Score -8.896213e+07 nChanged 353319
Entering Unmasked Mstep 
Mstep: Class 0 contains 986 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 3 contains 23163 members 
Mstep: Class 4 contains 136452 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 71321 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 9 contains 672 members 
Mstep: Class 10 contains 53859 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 13 contains 125434 members 
Mstep: Class 14 contains 921 members 
Mstep: Class 15 contains 18393 members 
Mstep: Class 16 contains 32353 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 1249 members 
Mstep: Class 19 contains 356658 members 
Mstep: Class 20 contains 49726 members 
Mstep: Class 21 contains 985819 members 
Mstep: Class 22 contains 4715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 501.262390 but Gain 659.355469
Score: -88960240.000000 Penalty: 11868.400391
Iteration 4F: 19 clusters Score -8.896024e+07 nChanged 219300
Entering Unmasked Mstep 
Mstep: Class 0 contains 716 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 3 contains 25884 members 
Mstep: Class 4 contains 163995 members 
Mstep: Class 5 contains 1586 members 
Mstep: Class 6 contains 92315 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 10 contains 40821 members 
Mstep: Class 11 contains 3563 members 
Mstep: Class 13 contains 127954 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 18424 members 
Mstep: Class 16 contains 44813 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 352363 members 
Mstep: Class 20 contains 40842 members 
Mstep: Class 21 contains 936914 members 
Mstep: Class 22 contains 3035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89292816.000000 Penalty: 11868.400391
Iteration 5F: 19 clusters Score -8.929282e+07 nChanged 170242
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 111319 members 
Mstep: Class 3 contains 28053 members 
Mstep: Class 4 contains 184264 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 113638 members 
Mstep: Class 7 contains 919 members 
Mstep: Class 10 contains 29285 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 13 contains 126914 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 18450 members 
Mstep: Class 16 contains 55628 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 324473 members 
Mstep: Class 20 contains 34760 members 
Mstep: Class 21 contains 927049 members 
Mstep: Class 22 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89453296.000000 Penalty: 11868.400391
Iteration 6F: 19 clusters Score -8.94533e+07 nChanged 147381
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 114996 members 
Mstep: Class 3 contains 29942 members 
Mstep: Class 4 contains 199165 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 143322 members 
Mstep: Class 7 contains 924 members 
Mstep: Class 10 contains 21845 members 
Mstep: Class 11 contains 3103 members 
Mstep: Class 13 contains 124617 members 
Mstep: Class 14 contains 1081 members 
Mstep: Class 15 contains 18471 members 
Mstep: Class 16 contains 66074 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 1794 members 
Mstep: Class 19 contains 297742 members 
Mstep: Class 20 contains 31998 members 
Mstep: Class 21 contains 906267 members 
Mstep: Class 22 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 526.628052 but Gain 659.355469
Score: -89623072.000000 Penalty: 11209.044922
Iteration 7F: 18 clusters Score -8.962307e+07 nChanged 143428
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 115827 members 
Mstep: Class 3 contains 32141 members 
Mstep: Class 4 contains 209469 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 176483 members 
Mstep: Class 7 contains 1132 members 
Mstep: Class 10 contains 18000 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 13 contains 120976 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 18486 members 
Mstep: Class 16 contains 74248 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 263709 members 
Mstep: Class 20 contains 31808 members 
Mstep: Class 21 contains 893670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89748136.000000 Penalty: 11209.044922
Iteration 8F: 18 clusters Score -8.974814e+07 nChanged 136002
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 117210 members 
Mstep: Class 3 contains 33569 members 
Mstep: Class 4 contains 216764 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 219016 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 10 contains 16452 members 
Mstep: Class 11 contains 3993 members 
Mstep: Class 13 contains 116773 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 18499 members 
Mstep: Class 16 contains 79802 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 229459 members 
Mstep: Class 20 contains 33989 members 
Mstep: Class 21 contains 872244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89868696.000000 Penalty: 11209.044922
Iteration 9F: 18 clusters Score -8.98687e+07 nChanged 156115
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 3 contains 34687 members 
Mstep: Class 4 contains 221870 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 272745 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 10 contains 17214 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 13 contains 113113 members 
Mstep: Class 14 contains 1548 members 
Mstep: Class 15 contains 18492 members 
Mstep: Class 16 contains 82710 members 
Mstep: Class 17 contains 618 members 
Mstep: Class 18 contains 1587 members 
Mstep: Class 19 contains 184094 members 
Mstep: Class 20 contains 38642 members 
Mstep: Class 21 contains 847536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89882072.000000 Penalty: 11209.044922
Iteration 10F: 18 clusters Score -8.988207e+07 nChanged 162354
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 136155 members 
Mstep: Class 3 contains 35780 members 
Mstep: Class 4 contains 225369 members 
Mstep: Class 5 contains 2947 members 
Mstep: Class 6 contains 304254 members 
Mstep: Class 7 contains 2152 members 
Mstep: Class 10 contains 19687 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 13 contains 110366 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 18485 members 
Mstep: Class 16 contains 85240 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 130715 members 
Mstep: Class 20 contains 46074 members 
Mstep: Class 21 contains 838584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89866816.000000 Penalty: 11209.044922
Iteration 11F: 18 clusters Score -8.986682e+07 nChanged 108512
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 152177 members 
Mstep: Class 3 contains 36850 members 
Mstep: Class 4 contains 227834 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 301897 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 10 contains 21914 members 
Mstep: Class 11 contains 5965 members 
Mstep: Class 13 contains 106736 members 
Mstep: Class 14 contains 1894 members 
Mstep: Class 15 contains 18492 members 
Mstep: Class 16 contains 87928 members 
Mstep: Class 17 contains 630 members 
Mstep: Class 18 contains 1477 members 
Mstep: Class 19 contains 111330 members 
Mstep: Class 20 contains 55212 members 
Mstep: Class 21 contains 828901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89866368.000000 Penalty: 11209.044922
Iteration 12F: 18 clusters Score -8.986637e+07 nChanged 90018
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 164086 members 
Mstep: Class 3 contains 37882 members 
Mstep: Class 4 contains 229455 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 298164 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 10 contains 23783 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 13 contains 102725 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 18487 members 
Mstep: Class 16 contains 90940 members 
Mstep: Class 17 contains 729 members 
Mstep: Class 18 contains 1449 members 
Mstep: Class 19 contains 106781 members 
Mstep: Class 20 contains 65841 members 
Mstep: Class 21 contains 809658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89825984.000000 Penalty: 11209.044922
Iteration 13Q: 18 clusters Score -8.982598e+07 nChanged 91143
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 172129 members 
Mstep: Class 3 contains 38803 members 
Mstep: Class 4 contains 230847 members 
Mstep: Class 5 contains 4563 members 
Mstep: Class 6 contains 298401 members 
Mstep: Class 7 contains 4027 members 
Mstep: Class 10 contains 26044 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 13 contains 99660 members 
Mstep: Class 14 contains 2181 members 
Mstep: Class 15 contains 18492 members 
Mstep: Class 16 contains 95801 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 108572 members 
Mstep: Class 20 contains 78539 members 
Mstep: Class 21 contains 778714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89822168.000000 Penalty: 11209.044922
Iteration 14Q: 18 clusters Score -8.982217e+07 nChanged 88997
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 174710 members 
Mstep: Class 3 contains 39688 members 
Mstep: Class 4 contains 231992 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 301478 members 
Mstep: Class 7 contains 4936 members 
Mstep: Class 10 contains 28816 members 
Mstep: Class 11 contains 6378 members 
Mstep: Class 13 contains 97123 members 
Mstep: Class 14 contains 2295 members 
Mstep: Class 15 contains 18496 members 
Mstep: Class 16 contains 101025 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 114509 members 
Mstep: Class 20 contains 93363 members 
Mstep: Class 21 contains 742953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89848280.000000 Penalty: 11209.044922
Iteration 15Q: 18 clusters Score -8.984828e+07 nChanged 85275
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 172899 members 
Mstep: Class 3 contains 40609 members 
Mstep: Class 4 contains 232813 members 
Mstep: Class 5 contains 5542 members 
Mstep: Class 6 contains 304654 members 
Mstep: Class 7 contains 5973 members 
Mstep: Class 10 contains 32048 members 
Mstep: Class 11 contains 6479 members 
Mstep: Class 13 contains 94572 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 18497 members 
Mstep: Class 16 contains 105677 members 
Mstep: Class 17 contains 1237 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 122466 members 
Mstep: Class 20 contains 110250 members 
Mstep: Class 21 contains 707814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89862936.000000 Penalty: 11209.044922
Iteration 16Q: 18 clusters Score -8.986294e+07 nChanged 85362
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 167901 members 
Mstep: Class 3 contains 41616 members 
Mstep: Class 4 contains 233362 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 6 contains 308480 members 
Mstep: Class 7 contains 7107 members 
Mstep: Class 10 contains 35847 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 13 contains 91823 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 18500 members 
Mstep: Class 16 contains 110555 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 131989 members 
Mstep: Class 20 contains 130273 members 
Mstep: Class 21 contains 670139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89866496.000000 Penalty: 11209.044922
Iteration 17Q: 18 clusters Score -8.98665e+07 nChanged 89153
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 160708 members 
Mstep: Class 3 contains 42786 members 
Mstep: Class 4 contains 233776 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 313850 members 
Mstep: Class 7 contains 8245 members 
Mstep: Class 10 contains 40039 members 
Mstep: Class 11 contains 6670 members 
Mstep: Class 13 contains 88999 members 
Mstep: Class 14 contains 2557 members 
Mstep: Class 15 contains 18498 members 
Mstep: Class 16 contains 116393 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 142534 members 
Mstep: Class 20 contains 153627 members 
Mstep: Class 21 contains 627581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89919960.000000 Penalty: 11209.044922
Iteration 18Q: 18 clusters Score -8.991996e+07 nChanged 82154
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 150970 members 
Mstep: Class 3 contains 44025 members 
Mstep: Class 4 contains 233861 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 317263 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 10 contains 44491 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 13 contains 86058 members 
Mstep: Class 14 contains 2610 members 
Mstep: Class 15 contains 18494 members 
Mstep: Class 16 contains 121162 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 153520 members 
Mstep: Class 20 contains 179114 members 
Mstep: Class 21 contains 588367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89972136.000000 Penalty: 11209.044922
Iteration 19Q: 18 clusters Score -8.997214e+07 nChanged 74549
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 139995 members 
Mstep: Class 3 contains 45498 members 
Mstep: Class 4 contains 233416 members 
Mstep: Class 5 contains 6710 members 
Mstep: Class 6 contains 317068 members 
Mstep: Class 7 contains 10385 members 
Mstep: Class 10 contains 49140 members 
Mstep: Class 11 contains 6535 members 
Mstep: Class 13 contains 82769 members 
Mstep: Class 14 contains 2595 members 
Mstep: Class 15 contains 18490 members 
Mstep: Class 16 contains 125011 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 1448 members 
Mstep: Class 19 contains 164642 members 
Mstep: Class 20 contains 203608 members 
Mstep: Class 21 contains 556587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90021576.000000 Penalty: 11209.044922
Iteration 20F: 18 clusters Score -9.002158e+07 nChanged 74806
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 130034 members 
Mstep: Class 3 contains 47288 members 
Mstep: Class 4 contains 232722 members 
Mstep: Class 5 contains 6803 members 
Mstep: Class 6 contains 312840 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 10 contains 53701 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 13 contains 79066 members 
Mstep: Class 14 contains 2660 members 
Mstep: Class 15 contains 18486 members 
Mstep: Class 16 contains 127779 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 175824 members 
Mstep: Class 20 contains 232300 members 
Mstep: Class 21 contains 524939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90080248.000000 Penalty: 11209.044922
Iteration 21Q: 18 clusters Score -9.008025e+07 nChanged 83719
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 126065 members 
Mstep: Class 3 contains 49333 members 
Mstep: Class 4 contains 231506 members 
Mstep: Class 5 contains 6863 members 
Mstep: Class 6 contains 298711 members 
Mstep: Class 7 contains 12579 members 
Mstep: Class 10 contains 57737 members 
Mstep: Class 11 contains 6231 members 
Mstep: Class 13 contains 75381 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 18479 members 
Mstep: Class 16 contains 129929 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 185244 members 
Mstep: Class 20 contains 269798 members 
Mstep: Class 21 contains 491641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90117704.000000 Penalty: 11209.044922
Iteration 22Q: 18 clusters Score -9.01177e+07 nChanged 84898
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 125308 members 
Mstep: Class 3 contains 51615 members 
Mstep: Class 4 contains 230539 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 280980 members 
Mstep: Class 7 contains 13495 members 
Mstep: Class 10 contains 62262 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 13 contains 72412 members 
Mstep: Class 14 contains 2783 members 
Mstep: Class 15 contains 18480 members 
Mstep: Class 16 contains 131784 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 193641 members 
Mstep: Class 20 contains 303750 members 
Mstep: Class 21 contains 462086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90138280.000000 Penalty: 11209.044922
Iteration 23Q: 18 clusters Score -9.013828e+07 nChanged 68337
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 124253 members 
Mstep: Class 3 contains 54145 members 
Mstep: Class 4 contains 230373 members 
Mstep: Class 5 contains 6695 members 
Mstep: Class 6 contains 270817 members 
Mstep: Class 7 contains 14309 members 
Mstep: Class 10 contains 68153 members 
Mstep: Class 11 contains 6137 members 
Mstep: Class 13 contains 70011 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 18481 members 
Mstep: Class 16 contains 133659 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 203023 members 
Mstep: Class 20 contains 316726 members 
Mstep: Class 21 contains 442375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90160240.000000 Penalty: 11209.044922
Iteration 24Q: 18 clusters Score -9.016024e+07 nChanged 54033
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 122637 members 
Mstep: Class 3 contains 56490 members 
Mstep: Class 4 contains 230246 members 
Mstep: Class 5 contains 6532 members 
Mstep: Class 6 contains 267763 members 
Mstep: Class 7 contains 14967 members 
Mstep: Class 10 contains 75263 members 
Mstep: Class 11 contains 6215 members 
Mstep: Class 13 contains 67931 members 
Mstep: Class 14 contains 3012 members 
Mstep: Class 15 contains 18489 members 
Mstep: Class 16 contains 135310 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 212997 members 
Mstep: Class 20 contains 314450 members 
Mstep: Class 21 contains 429694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90181968.000000 Penalty: 11209.044922
Iteration 25Q: 18 clusters Score -9.018197e+07 nChanged 46583
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 3 contains 58542 members 
Mstep: Class 4 contains 229929 members 
Mstep: Class 5 contains 6338 members 
Mstep: Class 6 contains 266915 members 
Mstep: Class 7 contains 15468 members 
Mstep: Class 10 contains 83507 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 13 contains 66237 members 
Mstep: Class 14 contains 3073 members 
Mstep: Class 15 contains 18490 members 
Mstep: Class 16 contains 136654 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 221841 members 
Mstep: Class 20 contains 306252 members 
Mstep: Class 21 contains 419890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90200672.000000 Penalty: 11209.044922
Iteration 26Q: 18 clusters Score -9.020067e+07 nChanged 44073
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 123149 members 
Mstep: Class 3 contains 60384 members 
Mstep: Class 4 contains 229474 members 
Mstep: Class 5 contains 6164 members 
Mstep: Class 6 contains 266382 members 
Mstep: Class 7 contains 15836 members 
Mstep: Class 10 contains 93647 members 
Mstep: Class 11 contains 6454 members 
Mstep: Class 13 contains 64742 members 
Mstep: Class 14 contains 3091 members 
Mstep: Class 15 contains 18487 members 
Mstep: Class 16 contains 137732 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 228354 members 
Mstep: Class 20 contains 296561 members 
Mstep: Class 21 contains 411430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90216344.000000 Penalty: 11209.044922
Iteration 27Q: 18 clusters Score -9.021634e+07 nChanged 42496
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 123610 members 
Mstep: Class 3 contains 61911 members 
Mstep: Class 4 contains 229004 members 
Mstep: Class 5 contains 6006 members 
Mstep: Class 6 contains 265598 members 
Mstep: Class 7 contains 16037 members 
Mstep: Class 10 contains 106216 members 
Mstep: Class 11 contains 6599 members 
Mstep: Class 13 contains 63574 members 
Mstep: Class 14 contains 3070 members 
Mstep: Class 15 contains 18489 members 
Mstep: Class 16 contains 138628 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 232183 members 
Mstep: Class 20 contains 286820 members 
Mstep: Class 21 contains 404080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90231920.000000 Penalty: 11209.044922
Iteration 28Q: 18 clusters Score -9.023192e+07 nChanged 41333
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 123223 members 
Mstep: Class 3 contains 63143 members 
Mstep: Class 4 contains 228479 members 
Mstep: Class 5 contains 5887 members 
Mstep: Class 6 contains 264207 members 
Mstep: Class 7 contains 16153 members 
Mstep: Class 10 contains 121261 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 13 contains 62663 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 15 contains 18487 members 
Mstep: Class 16 contains 139344 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 233657 members 
Mstep: Class 20 contains 278000 members 
Mstep: Class 21 contains 397546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90247592.000000 Penalty: 11209.044922
Iteration 29Q: 18 clusters Score -9.024759e+07 nChanged 40953
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 121117 members 
Mstep: Class 3 contains 64070 members 
Mstep: Class 4 contains 227941 members 
Mstep: Class 5 contains 5782 members 
Mstep: Class 6 contains 262422 members 
Mstep: Class 7 contains 16170 members 
Mstep: Class 10 contains 138187 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 13 contains 62000 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 15 contains 18483 members 
Mstep: Class 16 contains 140028 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 233671 members 
Mstep: Class 20 contains 270328 members 
Mstep: Class 21 contains 391712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90260832.000000 Penalty: 11209.044922
Iteration 30Q: 18 clusters Score -9.026083e+07 nChanged 40599
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 117164 members 
Mstep: Class 3 contains 64722 members 
Mstep: Class 4 contains 227487 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 260662 members 
Mstep: Class 7 contains 16148 members 
Mstep: Class 10 contains 155799 members 
Mstep: Class 11 contains 6977 members 
Mstep: Class 13 contains 61495 members 
Mstep: Class 14 contains 2959 members 
Mstep: Class 15 contains 18481 members 
Mstep: Class 16 contains 140625 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 18 contains 1444 members 
Mstep: Class 19 contains 232845 members 
Mstep: Class 20 contains 264125 members 
Mstep: Class 21 contains 386504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90270384.000000 Penalty: 11209.044922
Iteration 31Q: 18 clusters Score -9.027038e+07 nChanged 39094
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 3 contains 65199 members 
Mstep: Class 4 contains 227101 members 
Mstep: Class 5 contains 5640 members 
Mstep: Class 6 contains 259843 members 
Mstep: Class 7 contains 16108 members 
Mstep: Class 10 contains 171455 members 
Mstep: Class 11 contains 7167 members 
Mstep: Class 13 contains 61120 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 18480 members 
Mstep: Class 16 contains 141193 members 
Mstep: Class 17 contains 2233 members 
Mstep: Class 18 contains 1441 members 
Mstep: Class 19 contains 232102 members 
Mstep: Class 20 contains 259442 members 
Mstep: Class 21 contains 382045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90273696.000000 Penalty: 11209.044922
Iteration 32Q: 18 clusters Score -9.02737e+07 nChanged 36742
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 105945 members 
Mstep: Class 3 contains 65659 members 
Mstep: Class 4 contains 226960 members 
Mstep: Class 5 contains 5588 members 
Mstep: Class 6 contains 259985 members 
Mstep: Class 7 contains 16044 members 
Mstep: Class 10 contains 183501 members 
Mstep: Class 11 contains 7325 members 
Mstep: Class 13 contains 60891 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 18479 members 
Mstep: Class 16 contains 141674 members 
Mstep: Class 17 contains 2260 members 
Mstep: Class 18 contains 1441 members 
Mstep: Class 19 contains 231501 members 
Mstep: Class 20 contains 256515 members 
Mstep: Class 21 contains 378716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90270920.000000 Penalty: 11209.044922
Iteration 33Q: 18 clusters Score -9.027092e+07 nChanged 34552
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 3 contains 66147 members 
Mstep: Class 4 contains 226955 members 
Mstep: Class 5 contains 5550 members 
Mstep: Class 6 contains 260824 members 
Mstep: Class 7 contains 16009 members 
Mstep: Class 10 contains 190626 members 
Mstep: Class 11 contains 7451 members 
Mstep: Class 13 contains 60692 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 18479 members 
Mstep: Class 16 contains 142190 members 
Mstep: Class 17 contains 2288 members 
Mstep: Class 18 contains 1442 members 
Mstep: Class 19 contains 230923 members 
Mstep: Class 20 contains 254662 members 
Mstep: Class 21 contains 376449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90267480.000000 Penalty: 11209.044922
Iteration 34Q: 18 clusters Score -9.026748e+07 nChanged 31671
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 3 contains 66592 members 
Mstep: Class 4 contains 227006 members 
Mstep: Class 5 contains 5541 members 
Mstep: Class 6 contains 261364 members 
Mstep: Class 7 contains 15973 members 
Mstep: Class 10 contains 193009 members 
Mstep: Class 11 contains 7557 members 
Mstep: Class 13 contains 60552 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 18479 members 
Mstep: Class 16 contains 142782 members 
Mstep: Class 17 contains 2310 members 
Mstep: Class 18 contains 1441 members 
Mstep: Class 19 contains 230171 members 
Mstep: Class 20 contains 253359 members 
Mstep: Class 21 contains 375197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90264208.000000 Penalty: 11209.044922
Iteration 35Q: 18 clusters Score -9.026421e+07 nChanged 28581
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 3 contains 66947 members 
Mstep: Class 4 contains 227041 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 261623 members 
Mstep: Class 7 contains 15980 members 
Mstep: Class 10 contains 191949 members 
Mstep: Class 11 contains 7642 members 
Mstep: Class 13 contains 60442 members 
Mstep: Class 14 contains 2754 members 
Mstep: Class 15 contains 18480 members 
Mstep: Class 16 contains 143479 members 
Mstep: Class 17 contains 2321 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 229384 members 
Mstep: Class 20 contains 252425 members 
Mstep: Class 21 contains 374359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90262432.000000 Penalty: 11209.044922
Iteration 36Q: 18 clusters Score -9.026243e+07 nChanged 25476
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 107196 members 
Mstep: Class 3 contains 67214 members 
Mstep: Class 4 contains 226966 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 261840 members 
Mstep: Class 7 contains 16021 members 
Mstep: Class 10 contains 188799 members 
Mstep: Class 11 contains 7725 members 
Mstep: Class 13 contains 60303 members 
Mstep: Class 14 contains 2747 members 
Mstep: Class 15 contains 18480 members 
Mstep: Class 16 contains 144292 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 1438 members 
Mstep: Class 19 contains 229026 members 
Mstep: Class 20 contains 251563 members 
Mstep: Class 21 contains 373836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90261240.000000 Penalty: 11209.044922
Iteration 37Q: 18 clusters Score -9.026124e+07 nChanged 22299
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 3 contains 67424 members 
Mstep: Class 4 contains 226858 members 
Mstep: Class 5 contains 5565 members 
Mstep: Class 6 contains 262494 members 
Mstep: Class 7 contains 16110 members 
Mstep: Class 10 contains 184687 members 
Mstep: Class 11 contains 7794 members 
Mstep: Class 13 contains 60207 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 18479 members 
Mstep: Class 16 contains 145141 members 
Mstep: Class 17 contains 2342 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 229058 members 
Mstep: Class 20 contains 250815 members 
Mstep: Class 21 contains 373494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90260544.000000 Penalty: 11209.044922
Iteration 38Q: 18 clusters Score -9.026054e+07 nChanged 19721
Entering ConstructFrom: 
Score: -90260544.000000 Penalty: 11209.044922
Entering ConstructFrom: 
Trying to split cluster 1 (113738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113738 members 
Entering Unmasked Estep 
Score: -5555663.500000 Penalty: 529.695190
	Iteration 0F: 2 clusters Score -5555664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -5481663.500000 Penalty: 1059.390381
	Iteration 0F: 3 clusters Score -5481664 nChanged 55652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -5518650.000000 Penalty: 1059.390381
	Iteration 1F: 3 clusters Score -5518650 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -5525283.500000 Penalty: 1059.390381
	Iteration 2F: 3 clusters Score -5525284 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -5533820.000000 Penalty: 1059.390381
	Iteration 3F: 3 clusters Score -5533820 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -5541667.500000 Penalty: 1059.390381
	Iteration 4F: 3 clusters Score -5541668 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -5547550.500000 Penalty: 1059.390381
	Iteration 5F: 3 clusters Score -5547550 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -5551165.500000 Penalty: 1059.390381
	Iteration 6F: 3 clusters Score -5551166 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -5553057.000000 Penalty: 1059.390381
	Iteration 7Q: 3 clusters Score -5553057 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -5553870.500000 Penalty: 1059.390381
	Iteration 8Q: 3 clusters Score -5553870 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -5554263.500000 Penalty: 1059.390381
	Iteration 9Q: 3 clusters Score -5554264 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -5554531.000000 Penalty: 1059.390381
	Iteration 10Q: 3 clusters Score -5554531 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -5554705.000000 Penalty: 1059.390381
	Iteration 11Q: 3 clusters Score -5554705 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -5554834.000000 Penalty: 1059.390381
	Iteration 12Q: 3 clusters Score -5554834 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -5554969.000000 Penalty: 1059.390381
	Iteration 13Q: 3 clusters Score -5554969 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -5555122.500000 Penalty: 1059.390381
	Iteration 14Q: 3 clusters Score -5555122 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -5555255.500000 Penalty: 1059.390381
	Iteration 15Q: 3 clusters Score -5555256 nChanged 903
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5555357 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5555502 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5555583 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5555678 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5555715 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5555864 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -5556015.000000 Penalty: 1059.390381
	Iteration 22Q: 3 clusters Score -5556015 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5556118 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 67211 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5556268 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5556394 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5556544 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5556709 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5556832 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5557006 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5557157 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 75299 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5557302 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -5557421.500000 Penalty: 1059.390381
	Iteration 32Q: 3 clusters Score -5557422 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 77832 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5557632 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5557786 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5557922 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5558043 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5558136 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5558186 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -5558276.000000 Penalty: 1059.390381
	Iteration 39Q: 3 clusters Score -5558276 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5558398 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 87225 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5558482 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5558566 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5558598 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5558688 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5558775 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5558843 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5558946 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5558974 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5559043 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5559132 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5559180 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5559204 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5559215 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5559246 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 99896 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5559297 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5559371 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5559360 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5559310 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 103002 members 
Entering Unmasked Estep 
Score: -5559178.500000 Penalty: 1059.390381
	Iteration 59Q: 3 clusters Score -5559178 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5559032 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 104884 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5558866 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 105840 members 
Entering Unmasked Estep 
Score: -5558621.000000 Penalty: 1059.390381
	Iteration 62Q: 3 clusters Score -5558621 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5558398 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5558102 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -5557807.500000 Penalty: 1059.390381
	Iteration 65Q: 3 clusters Score -5557808 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 109333 members 
Entering Unmasked Estep 
Score: -5557612.500000 Penalty: 1059.390381
	Iteration 66Q: 3 clusters Score -5557612 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 109984 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5557440 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 110527 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5557298 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 110967 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5557150 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 111338 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5557029 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 111635 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5556928 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 111862 members 
Entering Unmasked Estep 
Score: -5556823.500000 Penalty: 1059.390381
	Iteration 72Q: 3 clusters Score -5556824 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 112034 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5556747 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 112168 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5556662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 112275 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5556610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 112366 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5556550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 112436 members 
Entering Unmasked Estep 
Score: -5556502.500000 Penalty: 1059.390381
	Iteration 77Q: 3 clusters Score -5556502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 112494 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5556465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 112549 members 
Entering Unmasked Estep 
Score: -5556433.000000 Penalty: 1059.390381
	Iteration 79Q: 3 clusters Score -5556433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 112586 members 
Entering Unmasked Estep 
Score: -5556409.500000 Penalty: 1059.390381
	Iteration 80F: 3 clusters Score -5556410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 112621 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5556378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 112662 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5556358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 112705 members 
Entering Unmasked Estep 
Score: -5556337.500000 Penalty: 1059.390381
	Iteration 83Q: 3 clusters Score -5556338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 112752 members 
Entering Unmasked Estep 
Score: -5556296.500000 Penalty: 1059.390381
	Iteration 84Q: 3 clusters Score -5556296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 112784 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5556271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 112809 members 
Entering Unmasked Estep 
Score: -5556260.000000 Penalty: 1059.390381
	Iteration 86Q: 3 clusters Score -5556260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 112827 members 
Entering Unmasked Estep 
Score: -5556241.500000 Penalty: 1059.390381
	Iteration 87Q: 3 clusters Score -5556242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 112846 members 
Entering Unmasked Estep 
Score: -5556237.000000 Penalty: 1059.390381
	Iteration 88Q: 3 clusters Score -5556237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -5556222.000000 Penalty: 1059.390381
	Iteration 89Q: 3 clusters Score -5556222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 112878 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5556221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 112886 members 
Entering Unmasked Estep 
Score: -5556217.000000 Penalty: 1059.390381
	Iteration 91Q: 3 clusters Score -5556217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 112895 members 
Entering Unmasked Estep 
Score: -5556209.500000 Penalty: 1059.390381
	Iteration 92Q: 3 clusters Score -5556210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 112901 members 
Entering Unmasked Estep 
Score: -5556199.000000 Penalty: 1059.390381
	Iteration 93Q: 3 clusters Score -5556199 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 112902 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5556198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5556190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 112906 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5556190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 112908 members 
Entering Unmasked Estep 
Score: -5556185.000000 Penalty: 1059.390381
	Iteration 97Q: 3 clusters Score -5556185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 112914 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5556177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 112919 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5556177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 112924 members 
Entering Unmasked Estep 
Score: -5556174.500000 Penalty: 1059.390381
	Iteration 100F: 3 clusters Score -5556174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 112930 members 
Entering Unmasked Estep 
Score: -5556170.000000 Penalty: 1059.390381
	Iteration 101Q: 3 clusters Score -5556170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 112935 members 
Entering Unmasked Estep 
Score: -5556160.500000 Penalty: 1059.390381
	Iteration 102Q: 3 clusters Score -5556160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -5556155.000000 Penalty: 1059.390381
	Iteration 103Q: 3 clusters Score -5556155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 112946 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5556155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 112947 members 
Entering Unmasked Estep 
Score: -5556157.500000 Penalty: 1059.390381
	Iteration 105Q: 3 clusters Score -5556158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 112947 members 
Entering Unmasked Estep 
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	Iteration 106F: 3 clusters Score -5556158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 112947 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 263584 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 10 contains 180178 members 
Mstep: Class 11 contains 7848 members 
Mstep: Class 13 contains 60090 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 146040 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 229324 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Entering Unmasked Estep 
Score: -90258304.000000 Penalty: 11868.400391
Splitting cluster 1 changes total score from -90260544.000000 to -90258304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (67563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Entering Unmasked Estep 
Score: -3094427.000000 Penalty: 505.997131
	Iteration 0F: 2 clusters Score -3094427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -3048694.500000 Penalty: 1011.994263
	Iteration 0F: 3 clusters Score -3048694 nChanged 33030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -3069257.500000 Penalty: 1011.994263
	Iteration 1F: 3 clusters Score -3069258 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3071736.750000 Penalty: 1011.994263
	Iteration 2F: 3 clusters Score -3071737 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3075833.000000 Penalty: 1011.994263
	Iteration 3F: 3 clusters Score -3075833 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3081274.750000 Penalty: 1011.994263
	Iteration 4F: 3 clusters Score -3081275 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3086727.500000 Penalty: 1011.994263
	Iteration 5F: 3 clusters Score -3086728 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3090574.250000 Penalty: 1011.994263
	Iteration 6F: 3 clusters Score -3090574 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3092658.750000 Penalty: 1011.994263
	Iteration 7Q: 3 clusters Score -3092659 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3093598.250000 Penalty: 1011.994263
	Iteration 8Q: 3 clusters Score -3093598 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3093908.250000 Penalty: 1011.994263
	Iteration 9Q: 3 clusters Score -3093908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3094051.500000 Penalty: 1011.994263
	Iteration 10Q: 3 clusters Score -3094052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3094103.500000 Penalty: 1011.994263
	Iteration 11Q: 3 clusters Score -3094104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3094142.250000 Penalty: 1011.994263
	Iteration 12Q: 3 clusters Score -3094142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3094169.750000 Penalty: 1011.994263
	Iteration 13Q: 3 clusters Score -3094170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3094177.250000 Penalty: 1011.994263
	Iteration 14Q: 3 clusters Score -3094177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3094179.250000 Penalty: 1011.994263
	Iteration 15Q: 3 clusters Score -3094179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3094180.250000 Penalty: 1011.994263
	Iteration 16Q: 3 clusters Score -3094180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3094184.000000 Penalty: 1011.994263
	Iteration 17Q: 3 clusters Score -3094184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3094185.750000 Penalty: 1011.994263
	Iteration 18Q: 3 clusters Score -3094186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3094193.250000 Penalty: 1011.994263
	Iteration 19Q: 3 clusters Score -3094193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3094194.250000 Penalty: 1011.994263
	Iteration 20F: 3 clusters Score -3094194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3094194.000000 Penalty: 1011.994263
	Iteration 21Q: 3 clusters Score -3094194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3094192.000000 Penalty: 1011.994263
	Iteration 22Q: 3 clusters Score -3094192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67372 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3094195.000000 Penalty: 1011.994263
	Iteration 23Q: 3 clusters Score -3094195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3094194.250000 Penalty: 1011.994263
	Iteration 24Q: 3 clusters Score -3094194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3094194.250000 Penalty: 1011.994263
	Iteration 25F: 3 clusters Score -3094194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (226742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226742 members 
Entering Unmasked Estep 
Score: -10643724.000000 Penalty: 561.086304
	Iteration 0F: 2 clusters Score -1.064372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113501 members 
Mstep: Class 2 contains 113241 members 
Entering Unmasked Estep 
Score: -10496135.000000 Penalty: 1122.172607
	Iteration 0F: 3 clusters Score -1.049614e+07 nChanged 111783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 104344 members 
Entering Unmasked Estep 
Score: -10565401.000000 Penalty: 1122.172607
	Iteration 1F: 3 clusters Score -1.05654e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128776 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -10568360.000000 Penalty: 1122.172607
	Iteration 2Q: 3 clusters Score -1.056836e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138545 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -10573679.000000 Penalty: 1122.172607
	Iteration 3F: 3 clusters Score -1.057368e+07 nChanged 15195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152048 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -10582248.000000 Penalty: 1122.172607
	Iteration 4F: 3 clusters Score -1.058225e+07 nChanged 17726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168750 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -10595031.000000 Penalty: 1122.172607
	Iteration 5F: 3 clusters Score -1.059503e+07 nChanged 18868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187144 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -10611557.000000 Penalty: 1122.172607
	Iteration 6F: 3 clusters Score -1.061156e+07 nChanged 16778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203784 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -10628367.000000 Penalty: 1122.172607
	Iteration 7F: 3 clusters Score -1.062837e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215479 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -10638796.000000 Penalty: 1122.172607
	Iteration 8F: 3 clusters Score -1.06388e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221862 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -10642176.000000 Penalty: 1122.172607
	Iteration 9Q: 3 clusters Score -1.064218e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224527 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -10642975.000000 Penalty: 1122.172607
	Iteration 10Q: 3 clusters Score -1.064298e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225555 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10643225.000000 Penalty: 1122.172607
	Iteration 11Q: 3 clusters Score -1.064322e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225960 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10643346.000000 Penalty: 1122.172607
	Iteration 12Q: 3 clusters Score -1.064335e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226116 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10643511.000000 Penalty: 1122.172607
	Iteration 13Q: 3 clusters Score -1.064351e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226147 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10643653.000000 Penalty: 1122.172607
	Iteration 14Q: 3 clusters Score -1.064365e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226139 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10643757.000000 Penalty: 1122.172607
	Iteration 15Q: 3 clusters Score -1.064376e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226126 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10643879.000000 Penalty: 1122.172607
	Iteration 16Q: 3 clusters Score -1.064388e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226081 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10643987.000000 Penalty: 1122.172607
	Iteration 17Q: 3 clusters Score -1.064399e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226040 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10644070.000000 Penalty: 1122.172607
	Iteration 18Q: 3 clusters Score -1.064407e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226011 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10644112.000000 Penalty: 1122.172607
	Iteration 19Q: 3 clusters Score -1.064411e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225974 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10644160.000000 Penalty: 1122.172607
	Iteration 20F: 3 clusters Score -1.064416e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225933 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10644189.000000 Penalty: 1122.172607
	Iteration 21Q: 3 clusters Score -1.064419e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225903 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10644188.000000 Penalty: 1122.172607
	Iteration 22Q: 3 clusters Score -1.064419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225885 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10644203.000000 Penalty: 1122.172607
	Iteration 23Q: 3 clusters Score -1.06442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225870 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10644215.000000 Penalty: 1122.172607
	Iteration 24Q: 3 clusters Score -1.064422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225856 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10644217.000000 Penalty: 1122.172607
	Iteration 25Q: 3 clusters Score -1.064422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225846 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10644228.000000 Penalty: 1122.172607
	Iteration 26Q: 3 clusters Score -1.064423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225830 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10644236.000000 Penalty: 1122.172607
	Iteration 27Q: 3 clusters Score -1.064424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225816 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10644241.000000 Penalty: 1122.172607
	Iteration 28Q: 3 clusters Score -1.064424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225805 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10644244.000000 Penalty: 1122.172607
	Iteration 29Q: 3 clusters Score -1.064424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225799 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10644244.000000 Penalty: 1122.172607
	Iteration 30Q: 3 clusters Score -1.064424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225791 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10644251.000000 Penalty: 1122.172607
	Iteration 31Q: 3 clusters Score -1.064425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225787 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10644256.000000 Penalty: 1122.172607
	Iteration 32Q: 3 clusters Score -1.064426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225786 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10644255.000000 Penalty: 1122.172607
	Iteration 33Q: 3 clusters Score -1.064426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225785 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10644251.000000 Penalty: 1122.172607
	Iteration 34Q: 3 clusters Score -1.064425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225784 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -10644253.000000 Penalty: 1122.172607
	Iteration 35Q: 3 clusters Score -1.064425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225784 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -10644253.000000 Penalty: 1122.172607
	Iteration 36F: 3 clusters Score -1.064425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 225784 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 263584 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 10 contains 180178 members 
Mstep: Class 11 contains 7848 members 
Mstep: Class 13 contains 60090 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 146040 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 229324 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Entering Unmasked Estep 
Score: -90258232.000000 Penalty: 11868.400391
Splitting cluster 4 changes total score from -90260544.000000 to -90258232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Entering Unmasked Estep 
Score: -233956.921875 Penalty: 392.436157
	Iteration 0F: 2 clusters Score -233956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -230223.281250 Penalty: 784.872314
	Iteration 0F: 3 clusters Score -230223.3 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -231841.187500 Penalty: 784.872314
	Iteration 1F: 3 clusters Score -231841.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -232361.906250 Penalty: 784.872314
	Iteration 2F: 3 clusters Score -232361.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -232935.593750 Penalty: 784.872314
	Iteration 3F: 3 clusters Score -232935.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -233458.531250 Penalty: 784.872314
	Iteration 4F: 3 clusters Score -233458.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -233836.671875 Penalty: 784.872314
	Iteration 5F: 3 clusters Score -233836.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -234172.234375 Penalty: 784.872314
	Iteration 6F: 3 clusters Score -234172.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -234510.156250 Penalty: 784.872314
	Iteration 7Q: 3 clusters Score -234510.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -234743.500000 Penalty: 784.872314
	Iteration 8Q: 3 clusters Score -234743.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -234939.984375 Penalty: 784.872314
	Iteration 9Q: 3 clusters Score -234940 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -235091.921875 Penalty: 784.872314
	Iteration 10Q: 3 clusters Score -235091.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -235156.359375 Penalty: 784.872314
	Iteration 11Q: 3 clusters Score -235156.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -235183.671875 Penalty: 784.872314
	Iteration 12Q: 3 clusters Score -235183.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -235193.796875 Penalty: 784.872314
	Iteration 13Q: 3 clusters Score -235193.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -235203.046875 Penalty: 784.872314
	Iteration 14Q: 3 clusters Score -235203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -235211.437500 Penalty: 784.872314
	Iteration 15Q: 3 clusters Score -235211.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -235216.484375 Penalty: 784.872314
	Iteration 16Q: 3 clusters Score -235216.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -235218.875000 Penalty: 784.872314
	Iteration 17Q: 3 clusters Score -235218.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -235219.828125 Penalty: 784.872314
	Iteration 18Q: 3 clusters Score -235219.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -235219.468750 Penalty: 784.872314
	Iteration 19Q: 3 clusters Score -235219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -235220.531250 Penalty: 784.872314
	Iteration 20F: 3 clusters Score -235220.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 2528 members 
Mstep: Class 6 contains 263584 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 10 contains 180178 members 
Mstep: Class 11 contains 7848 members 
Mstep: Class 13 contains 60090 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 146040 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 229324 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Entering Unmasked Estep 
Score: -90258952.000000 Penalty: 11868.400391
Splitting cluster 5 changes total score from -90260544.000000 to -90258952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (263584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263584 members 
Entering Unmasked Estep 
Score: -13076802.000000 Penalty: 567.936768
	Iteration 0F: 2 clusters Score -1.30768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132090 members 
Mstep: Class 2 contains 131494 members 
Entering Unmasked Estep 
Score: -12967571.000000 Penalty: 1135.873535
	Iteration 0F: 3 clusters Score -1.296757e+07 nChanged 130167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143349 members 
Mstep: Class 2 contains 120235 members 
Entering Unmasked Estep 
Score: -13048971.000000 Penalty: 1135.873535
	Iteration 1F: 3 clusters Score -1.304897e+07 nChanged 13979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141294 members 
Mstep: Class 2 contains 122290 members 
Entering Unmasked Estep 
Score: -13054753.000000 Penalty: 1135.873535
	Iteration 2F: 3 clusters Score -1.305475e+07 nChanged 18669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134643 members 
Mstep: Class 2 contains 128941 members 
Entering Unmasked Estep 
Score: -13066212.000000 Penalty: 1135.873535
	Iteration 3F: 3 clusters Score -1.306621e+07 nChanged 23408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123739 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
Score: -13085264.000000 Penalty: 1135.873535
	Iteration 4F: 3 clusters Score -1.308526e+07 nChanged 23256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 149477 members 
Entering Unmasked Estep 
Score: -13101727.000000 Penalty: 1135.873535
	Iteration 5F: 3 clusters Score -1.310173e+07 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110455 members 
Mstep: Class 2 contains 153129 members 
Entering Unmasked Estep 
Score: -13107268.000000 Penalty: 1135.873535
	Iteration 6F: 3 clusters Score -1.310727e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109685 members 
Mstep: Class 2 contains 153899 members 
Entering Unmasked Estep 
Score: -13108459.000000 Penalty: 1135.873535
	Iteration 7Q: 3 clusters Score -1.310846e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109543 members 
Mstep: Class 2 contains 154041 members 
Entering Unmasked Estep 
Score: -13109216.000000 Penalty: 1135.873535
	Iteration 8Q: 3 clusters Score -1.310922e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109596 members 
Mstep: Class 2 contains 153988 members 
Entering Unmasked Estep 
Score: -13109737.000000 Penalty: 1135.873535
	Iteration 9Q: 3 clusters Score -1.310974e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109740 members 
Mstep: Class 2 contains 153844 members 
Entering Unmasked Estep 
Score: -13110273.000000 Penalty: 1135.873535
	Iteration 10Q: 3 clusters Score -1.311027e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -13110770.000000 Penalty: 1135.873535
	Iteration 11Q: 3 clusters Score -1.311077e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110380 members 
Mstep: Class 2 contains 153204 members 
Entering Unmasked Estep 
Score: -13111237.000000 Penalty: 1135.873535
	Iteration 12Q: 3 clusters Score -1.311124e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110715 members 
Mstep: Class 2 contains 152869 members 
Entering Unmasked Estep 
Score: -13111609.000000 Penalty: 1135.873535
	Iteration 13Q: 3 clusters Score -1.311161e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111054 members 
Mstep: Class 2 contains 152530 members 
Entering Unmasked Estep 
Score: -13111883.000000 Penalty: 1135.873535
	Iteration 14Q: 3 clusters Score -1.311188e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 152197 members 
Entering Unmasked Estep 
Score: -13112392.000000 Penalty: 1135.873535
	Iteration 15Q: 3 clusters Score -1.311239e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111672 members 
Mstep: Class 2 contains 151912 members 
Entering Unmasked Estep 
Score: -13112742.000000 Penalty: 1135.873535
	Iteration 16Q: 3 clusters Score -1.311274e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111890 members 
Mstep: Class 2 contains 151694 members 
Entering Unmasked Estep 
Score: -13113078.000000 Penalty: 1135.873535
	Iteration 17Q: 3 clusters Score -1.311308e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Mstep: Class 2 contains 151627 members 
Entering Unmasked Estep 
Score: -13113602.000000 Penalty: 1135.873535
	Iteration 18Q: 3 clusters Score -1.31136e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -13114069.000000 Penalty: 1135.873535
	Iteration 19Q: 3 clusters Score -1.311407e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 151536 members 
Entering Unmasked Estep 
Score: -13114374.000000 Penalty: 1135.873535
	Iteration 20F: 3 clusters Score -1.311437e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112068 members 
Mstep: Class 2 contains 151516 members 
Entering Unmasked Estep 
Score: -13114913.000000 Penalty: 1135.873535
	Iteration 21Q: 3 clusters Score -1.311491e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112099 members 
Mstep: Class 2 contains 151485 members 
Entering Unmasked Estep 
Score: -13115425.000000 Penalty: 1135.873535
	Iteration 22Q: 3 clusters Score -1.311542e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111969 members 
Mstep: Class 2 contains 151615 members 
Entering Unmasked Estep 
Score: -13115912.000000 Penalty: 1135.873535
	Iteration 23Q: 3 clusters Score -1.311591e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111905 members 
Mstep: Class 2 contains 151679 members 
Entering Unmasked Estep 
Score: -13116396.000000 Penalty: 1135.873535
	Iteration 24Q: 3 clusters Score -1.31164e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111900 members 
Mstep: Class 2 contains 151684 members 
Entering Unmasked Estep 
Score: -13116854.000000 Penalty: 1135.873535
	Iteration 25Q: 3 clusters Score -1.311685e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111847 members 
Mstep: Class 2 contains 151737 members 
Entering Unmasked Estep 
Score: -13117350.000000 Penalty: 1135.873535
	Iteration 26Q: 3 clusters Score -1.311735e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111633 members 
Mstep: Class 2 contains 151951 members 
Entering Unmasked Estep 
Score: -13117859.000000 Penalty: 1135.873535
	Iteration 27Q: 3 clusters Score -1.311786e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111422 members 
Mstep: Class 2 contains 152162 members 
Entering Unmasked Estep 
Score: -13118387.000000 Penalty: 1135.873535
	Iteration 28Q: 3 clusters Score -1.311839e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111179 members 
Mstep: Class 2 contains 152405 members 
Entering Unmasked Estep 
Score: -13118897.000000 Penalty: 1135.873535
	Iteration 29Q: 3 clusters Score -1.31189e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110985 members 
Mstep: Class 2 contains 152599 members 
Entering Unmasked Estep 
Score: -13119553.000000 Penalty: 1135.873535
	Iteration 30Q: 3 clusters Score -1.311955e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110798 members 
Mstep: Class 2 contains 152786 members 
Entering Unmasked Estep 
Score: -13120073.000000 Penalty: 1135.873535
	Iteration 31Q: 3 clusters Score -1.312007e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 153027 members 
Entering Unmasked Estep 
Score: -13120566.000000 Penalty: 1135.873535
	Iteration 32Q: 3 clusters Score -1.312057e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 153217 members 
Entering Unmasked Estep 
Score: -13121146.000000 Penalty: 1135.873535
	Iteration 33Q: 3 clusters Score -1.312115e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110184 members 
Mstep: Class 2 contains 153400 members 
Entering Unmasked Estep 
Score: -13121602.000000 Penalty: 1135.873535
	Iteration 34Q: 3 clusters Score -1.31216e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109921 members 
Mstep: Class 2 contains 153663 members 
Entering Unmasked Estep 
Score: -13122035.000000 Penalty: 1135.873535
	Iteration 35Q: 3 clusters Score -1.312204e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109623 members 
Mstep: Class 2 contains 153961 members 
Entering Unmasked Estep 
Score: -13122381.000000 Penalty: 1135.873535
	Iteration 36Q: 3 clusters Score -1.312238e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 154283 members 
Entering Unmasked Estep 
Score: -13122703.000000 Penalty: 1135.873535
	Iteration 37Q: 3 clusters Score -1.31227e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 154566 members 
Entering Unmasked Estep 
Score: -13123042.000000 Penalty: 1135.873535
	Iteration 38Q: 3 clusters Score -1.312304e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 154836 members 
Entering Unmasked Estep 
Score: -13123242.000000 Penalty: 1135.873535
	Iteration 39Q: 3 clusters Score -1.312324e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108548 members 
Mstep: Class 2 contains 155036 members 
Entering Unmasked Estep 
Score: -13123344.000000 Penalty: 1135.873535
	Iteration 40F: 3 clusters Score -1.312334e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108404 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -13123693.000000 Penalty: 1135.873535
	Iteration 41Q: 3 clusters Score -1.312369e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 155329 members 
Entering Unmasked Estep 
Score: -13123753.000000 Penalty: 1135.873535
	Iteration 42Q: 3 clusters Score -1.312375e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108112 members 
Mstep: Class 2 contains 155472 members 
Entering Unmasked Estep 
Score: -13123874.000000 Penalty: 1135.873535
	Iteration 43Q: 3 clusters Score -1.312387e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 155618 members 
Entering Unmasked Estep 
Score: -13124014.000000 Penalty: 1135.873535
	Iteration 44Q: 3 clusters Score -1.312401e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 155752 members 
Entering Unmasked Estep 
Score: -13124146.000000 Penalty: 1135.873535
	Iteration 45Q: 3 clusters Score -1.312415e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107730 members 
Mstep: Class 2 contains 155854 members 
Entering Unmasked Estep 
Score: -13124258.000000 Penalty: 1135.873535
	Iteration 46Q: 3 clusters Score -1.312426e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107669 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -13124280.000000 Penalty: 1135.873535
	Iteration 47Q: 3 clusters Score -1.312428e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107610 members 
Mstep: Class 2 contains 155974 members 
Entering Unmasked Estep 
Score: -13124323.000000 Penalty: 1135.873535
	Iteration 48Q: 3 clusters Score -1.312432e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107506 members 
Mstep: Class 2 contains 156078 members 
Entering Unmasked Estep 
Score: -13124372.000000 Penalty: 1135.873535
	Iteration 49Q: 3 clusters Score -1.312437e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107430 members 
Mstep: Class 2 contains 156154 members 
Entering Unmasked Estep 
Score: -13124388.000000 Penalty: 1135.873535
	Iteration 50Q: 3 clusters Score -1.312439e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 156177 members 
Entering Unmasked Estep 
Score: -13124463.000000 Penalty: 1135.873535
	Iteration 51Q: 3 clusters Score -1.312446e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107365 members 
Mstep: Class 2 contains 156219 members 
Entering Unmasked Estep 
Score: -13124370.000000 Penalty: 1135.873535
	Iteration 52Q: 3 clusters Score -1.312437e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 156310 members 
Entering Unmasked Estep 
Score: -13124412.000000 Penalty: 1135.873535
	Iteration 53Q: 3 clusters Score -1.312441e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107186 members 
Mstep: Class 2 contains 156398 members 
Entering Unmasked Estep 
Score: -13124473.000000 Penalty: 1135.873535
	Iteration 54Q: 3 clusters Score -1.312447e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107092 members 
Mstep: Class 2 contains 156492 members 
Entering Unmasked Estep 
Score: -13124536.000000 Penalty: 1135.873535
	Iteration 55Q: 3 clusters Score -1.312454e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -13124576.000000 Penalty: 1135.873535
	Iteration 56Q: 3 clusters Score -1.312458e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106952 members 
Mstep: Class 2 contains 156632 members 
Entering Unmasked Estep 
Score: -13124582.000000 Penalty: 1135.873535
	Iteration 57Q: 3 clusters Score -1.312458e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 156737 members 
Entering Unmasked Estep 
Score: -13124523.000000 Penalty: 1135.873535
	Iteration 58Q: 3 clusters Score -1.312452e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106767 members 
Mstep: Class 2 contains 156817 members 
Entering Unmasked Estep 
Score: -13124486.000000 Penalty: 1135.873535
	Iteration 59Q: 3 clusters Score -1.312449e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 156918 members 
Entering Unmasked Estep 
Score: -13124477.000000 Penalty: 1135.873535
	Iteration 60F: 3 clusters Score -1.312448e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 156983 members 
Entering Unmasked Estep 
Score: -13124480.000000 Penalty: 1135.873535
	Iteration 61Q: 3 clusters Score -1.312448e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 157029 members 
Entering Unmasked Estep 
Score: -13124443.000000 Penalty: 1135.873535
	Iteration 62Q: 3 clusters Score -1.312444e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 157049 members 
Entering Unmasked Estep 
Score: -13124499.000000 Penalty: 1135.873535
	Iteration 63Q: 3 clusters Score -1.31245e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106529 members 
Mstep: Class 2 contains 157055 members 
Entering Unmasked Estep 
Score: -13124500.000000 Penalty: 1135.873535
	Iteration 64Q: 3 clusters Score -1.31245e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106486 members 
Mstep: Class 2 contains 157098 members 
Entering Unmasked Estep 
Score: -13124450.000000 Penalty: 1135.873535
	Iteration 65Q: 3 clusters Score -1.312445e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 157150 members 
Entering Unmasked Estep 
Score: -13124425.000000 Penalty: 1135.873535
	Iteration 66Q: 3 clusters Score -1.312442e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106404 members 
Mstep: Class 2 contains 157180 members 
Entering Unmasked Estep 
Score: -13124434.000000 Penalty: 1135.873535
	Iteration 67Q: 3 clusters Score -1.312443e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106402 members 
Mstep: Class 2 contains 157182 members 
Entering Unmasked Estep 
Score: -13124455.000000 Penalty: 1135.873535
	Iteration 68Q: 3 clusters Score -1.312446e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 157206 members 
Entering Unmasked Estep 
Score: -13124447.000000 Penalty: 1135.873535
	Iteration 69Q: 3 clusters Score -1.312445e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 157248 members 
Entering Unmasked Estep 
Score: -13124415.000000 Penalty: 1135.873535
	Iteration 70Q: 3 clusters Score -1.312442e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106299 members 
Mstep: Class 2 contains 157285 members 
Entering Unmasked Estep 
Score: -13124398.000000 Penalty: 1135.873535
	Iteration 71Q: 3 clusters Score -1.31244e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 157322 members 
Entering Unmasked Estep 
Score: -13124371.000000 Penalty: 1135.873535
	Iteration 72Q: 3 clusters Score -1.312437e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106200 members 
Mstep: Class 2 contains 157384 members 
Entering Unmasked Estep 
Score: -13124362.000000 Penalty: 1135.873535
	Iteration 73Q: 3 clusters Score -1.312436e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106164 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -13124355.000000 Penalty: 1135.873535
	Iteration 74Q: 3 clusters Score -1.312436e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106149 members 
Mstep: Class 2 contains 157435 members 
Entering Unmasked Estep 
Score: -13124347.000000 Penalty: 1135.873535
	Iteration 75Q: 3 clusters Score -1.312435e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 157457 members 
Entering Unmasked Estep 
Score: -13124358.000000 Penalty: 1135.873535
	Iteration 76Q: 3 clusters Score -1.312436e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106097 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -13124326.000000 Penalty: 1135.873535
	Iteration 77Q: 3 clusters Score -1.312433e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106079 members 
Mstep: Class 2 contains 157505 members 
Entering Unmasked Estep 
Score: -13124312.000000 Penalty: 1135.873535
	Iteration 78Q: 3 clusters Score -1.312431e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 157485 members 
Entering Unmasked Estep 
Score: -13124310.000000 Penalty: 1135.873535
	Iteration 79Q: 3 clusters Score -1.312431e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106112 members 
Mstep: Class 2 contains 157472 members 
Entering Unmasked Estep 
Score: -13124288.000000 Penalty: 1135.873535
	Iteration 80F: 3 clusters Score -1.312429e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106105 members 
Mstep: Class 2 contains 157479 members 
Entering Unmasked Estep 
Score: -13124264.000000 Penalty: 1135.873535
	Iteration 81Q: 3 clusters Score -1.312426e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106101 members 
Mstep: Class 2 contains 157483 members 
Entering Unmasked Estep 
Score: -13124255.000000 Penalty: 1135.873535
	Iteration 82Q: 3 clusters Score -1.312426e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 157504 members 
Entering Unmasked Estep 
Score: -13124247.000000 Penalty: 1135.873535
	Iteration 83Q: 3 clusters Score -1.312425e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -13124240.000000 Penalty: 1135.873535
	Iteration 84Q: 3 clusters Score -1.312424e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106091 members 
Mstep: Class 2 contains 157493 members 
Entering Unmasked Estep 
Score: -13124207.000000 Penalty: 1135.873535
	Iteration 85Q: 3 clusters Score -1.312421e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 157492 members 
Entering Unmasked Estep 
Score: -13124197.000000 Penalty: 1135.873535
	Iteration 86Q: 3 clusters Score -1.31242e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106096 members 
Mstep: Class 2 contains 157488 members 
Entering Unmasked Estep 
Score: -13124212.000000 Penalty: 1135.873535
	Iteration 87Q: 3 clusters Score -1.312421e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106103 members 
Mstep: Class 2 contains 157481 members 
Entering Unmasked Estep 
Score: -13124204.000000 Penalty: 1135.873535
	Iteration 88Q: 3 clusters Score -1.31242e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 157467 members 
Entering Unmasked Estep 
Score: -13124178.000000 Penalty: 1135.873535
	Iteration 89Q: 3 clusters Score -1.312418e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 157441 members 
Entering Unmasked Estep 
Score: -13124183.000000 Penalty: 1135.873535
	Iteration 90Q: 3 clusters Score -1.312418e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106166 members 
Mstep: Class 2 contains 157418 members 
Entering Unmasked Estep 
Score: -13124153.000000 Penalty: 1135.873535
	Iteration 91Q: 3 clusters Score -1.312415e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 157393 members 
Entering Unmasked Estep 
Score: -13124107.000000 Penalty: 1135.873535
	Iteration 92Q: 3 clusters Score -1.312411e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106214 members 
Mstep: Class 2 contains 157370 members 
Entering Unmasked Estep 
Score: -13124099.000000 Penalty: 1135.873535
	Iteration 93Q: 3 clusters Score -1.31241e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106239 members 
Mstep: Class 2 contains 157345 members 
Entering Unmasked Estep 
Score: -13124123.000000 Penalty: 1135.873535
	Iteration 94Q: 3 clusters Score -1.312412e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106253 members 
Mstep: Class 2 contains 157331 members 
Entering Unmasked Estep 
Score: -13124090.000000 Penalty: 1135.873535
	Iteration 95Q: 3 clusters Score -1.312409e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106275 members 
Mstep: Class 2 contains 157309 members 
Entering Unmasked Estep 
Score: -13124074.000000 Penalty: 1135.873535
	Iteration 96Q: 3 clusters Score -1.312407e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106307 members 
Mstep: Class 2 contains 157277 members 
Entering Unmasked Estep 
Score: -13124045.000000 Penalty: 1135.873535
	Iteration 97Q: 3 clusters Score -1.312404e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -13124017.000000 Penalty: 1135.873535
	Iteration 98Q: 3 clusters Score -1.312402e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106337 members 
Mstep: Class 2 contains 157247 members 
Entering Unmasked Estep 
Score: -13124005.000000 Penalty: 1135.873535
	Iteration 99Q: 3 clusters Score -1.3124e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106350 members 
Mstep: Class 2 contains 157234 members 
Entering Unmasked Estep 
Score: -13124024.000000 Penalty: 1135.873535
	Iteration 100F: 3 clusters Score -1.312402e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106359 members 
Mstep: Class 2 contains 157225 members 
Entering Unmasked Estep 
Score: -13124015.000000 Penalty: 1135.873535
	Iteration 101Q: 3 clusters Score -1.312402e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 157206 members 
Entering Unmasked Estep 
Score: -13123984.000000 Penalty: 1135.873535
	Iteration 102Q: 3 clusters Score -1.312398e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106391 members 
Mstep: Class 2 contains 157193 members 
Entering Unmasked Estep 
Score: -13123952.000000 Penalty: 1135.873535
	Iteration 103Q: 3 clusters Score -1.312395e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106397 members 
Mstep: Class 2 contains 157187 members 
Entering Unmasked Estep 
Score: -13123954.000000 Penalty: 1135.873535
	Iteration 104Q: 3 clusters Score -1.312395e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 157175 members 
Entering Unmasked Estep 
Score: -13123981.000000 Penalty: 1135.873535
	Iteration 105Q: 3 clusters Score -1.312398e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106426 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -13123965.000000 Penalty: 1135.873535
	Iteration 106Q: 3 clusters Score -1.312396e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106446 members 
Mstep: Class 2 contains 157138 members 
Entering Unmasked Estep 
Score: -13123967.000000 Penalty: 1135.873535
	Iteration 107Q: 3 clusters Score -1.312397e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106466 members 
Mstep: Class 2 contains 157118 members 
Entering Unmasked Estep 
Score: -13123954.000000 Penalty: 1135.873535
	Iteration 108Q: 3 clusters Score -1.312395e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106497 members 
Mstep: Class 2 contains 157087 members 
Entering Unmasked Estep 
Score: -13123935.000000 Penalty: 1135.873535
	Iteration 109Q: 3 clusters Score -1.312394e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106541 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -13123921.000000 Penalty: 1135.873535
	Iteration 110Q: 3 clusters Score -1.312392e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -13123898.000000 Penalty: 1135.873535
	Iteration 111Q: 3 clusters Score -1.31239e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106667 members 
Mstep: Class 2 contains 156917 members 
Entering Unmasked Estep 
Score: -13123887.000000 Penalty: 1135.873535
	Iteration 112Q: 3 clusters Score -1.312389e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106736 members 
Mstep: Class 2 contains 156848 members 
Entering Unmasked Estep 
Score: -13123840.000000 Penalty: 1135.873535
	Iteration 113Q: 3 clusters Score -1.312384e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 156767 members 
Entering Unmasked Estep 
Score: -13123850.000000 Penalty: 1135.873535
	Iteration 114Q: 3 clusters Score -1.312385e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106878 members 
Mstep: Class 2 contains 156706 members 
Entering Unmasked Estep 
Score: -13123846.000000 Penalty: 1135.873535
	Iteration 115Q: 3 clusters Score -1.312385e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -13123809.000000 Penalty: 1135.873535
	Iteration 116Q: 3 clusters Score -1.312381e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 156550 members 
Entering Unmasked Estep 
Score: -13123832.000000 Penalty: 1135.873535
	Iteration 117Q: 3 clusters Score -1.312383e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 156484 members 
Entering Unmasked Estep 
Score: -13123815.000000 Penalty: 1135.873535
	Iteration 118Q: 3 clusters Score -1.312382e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 156427 members 
Entering Unmasked Estep 
Score: -13123811.000000 Penalty: 1135.873535
	Iteration 119Q: 3 clusters Score -1.312381e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107207 members 
Mstep: Class 2 contains 156377 members 
Entering Unmasked Estep 
Score: -13123808.000000 Penalty: 1135.873535
	Iteration 120F: 3 clusters Score -1.312381e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107237 members 
Mstep: Class 2 contains 156347 members 
Entering Unmasked Estep 
Score: -13123798.000000 Penalty: 1135.873535
	Iteration 121Q: 3 clusters Score -1.31238e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107266 members 
Mstep: Class 2 contains 156318 members 
Entering Unmasked Estep 
Score: -13123792.000000 Penalty: 1135.873535
	Iteration 122Q: 3 clusters Score -1.312379e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107288 members 
Mstep: Class 2 contains 156296 members 
Entering Unmasked Estep 
Score: -13123780.000000 Penalty: 1135.873535
	Iteration 123Q: 3 clusters Score -1.312378e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 156295 members 
Entering Unmasked Estep 
Score: -13123781.000000 Penalty: 1135.873535
	Iteration 124Q: 3 clusters Score -1.312378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107299 members 
Mstep: Class 2 contains 156285 members 
Entering Unmasked Estep 
Score: -13123775.000000 Penalty: 1135.873535
	Iteration 125Q: 3 clusters Score -1.312378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 156274 members 
Entering Unmasked Estep 
Score: -13123768.000000 Penalty: 1135.873535
	Iteration 126Q: 3 clusters Score -1.312377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107319 members 
Mstep: Class 2 contains 156265 members 
Entering Unmasked Estep 
Score: -13123773.000000 Penalty: 1135.873535
	Iteration 127Q: 3 clusters Score -1.312377e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107327 members 
Mstep: Class 2 contains 156257 members 
Entering Unmasked Estep 
Score: -13123780.000000 Penalty: 1135.873535
	Iteration 128Q: 3 clusters Score -1.312378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 156249 members 
Entering Unmasked Estep 
Score: -13123782.000000 Penalty: 1135.873535
	Iteration 129Q: 3 clusters Score -1.312378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 156249 members 
Entering Unmasked Estep 
Score: -13123771.000000 Penalty: 1135.873535
	Iteration 130Q: 3 clusters Score -1.312377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Mstep: Class 2 contains 156246 members 
Entering Unmasked Estep 
Score: -13123782.000000 Penalty: 1135.873535
	Iteration 131Q: 3 clusters Score -1.312378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 156247 members 
Entering Unmasked Estep 
Score: -13123782.000000 Penalty: 1135.873535
	Iteration 132Q: 3 clusters Score -1.312378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 156247 members 
Entering Unmasked Estep 
Score: -13123784.000000 Penalty: 1135.873535
	Iteration 133Q: 3 clusters Score -1.312378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107339 members 
Mstep: Class 2 contains 156245 members 
Entering Unmasked Estep 
Score: -13123783.000000 Penalty: 1135.873535
	Iteration 134Q: 3 clusters Score -1.312378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 156242 members 
Entering Unmasked Estep 
Score: -13123779.000000 Penalty: 1135.873535
	Iteration 135Q: 3 clusters Score -1.312378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107345 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -13123782.000000 Penalty: 1135.873535
	Iteration 136Q: 3 clusters Score -1.312378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107351 members 
Mstep: Class 2 contains 156233 members 
Entering Unmasked Estep 
Score: -13123786.000000 Penalty: 1135.873535
	Iteration 137Q: 3 clusters Score -1.312379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 156227 members 
Entering Unmasked Estep 
Score: -13123781.000000 Penalty: 1135.873535
	Iteration 138Q: 3 clusters Score -1.312378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107365 members 
Mstep: Class 2 contains 156219 members 
Entering Unmasked Estep 
Score: -13123781.000000 Penalty: 1135.873535
	Iteration 139Q: 3 clusters Score -1.312378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 156213 members 
Entering Unmasked Estep 
Score: -13123781.000000 Penalty: 1135.873535
	Iteration 140F: 3 clusters Score -1.312378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107378 members 
Mstep: Class 2 contains 156206 members 
Entering Unmasked Estep 
Score: -13123782.000000 Penalty: 1135.873535
	Iteration 141Q: 3 clusters Score -1.312378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 156201 members 
Entering Unmasked Estep 
Score: -13123787.000000 Penalty: 1135.873535
	Iteration 142Q: 3 clusters Score -1.312379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 156187 members 
Entering Unmasked Estep 
Score: -13123786.000000 Penalty: 1135.873535
	Iteration 143Q: 3 clusters Score -1.312379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 156169 members 
Entering Unmasked Estep 
Score: -13123792.000000 Penalty: 1135.873535
	Iteration 144Q: 3 clusters Score -1.312379e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107426 members 
Mstep: Class 2 contains 156158 members 
Entering Unmasked Estep 
Score: -13123784.000000 Penalty: 1135.873535
	Iteration 145Q: 3 clusters Score -1.312378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107436 members 
Mstep: Class 2 contains 156148 members 
Entering Unmasked Estep 
Score: -13123789.000000 Penalty: 1135.873535
	Iteration 146Q: 3 clusters Score -1.312379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107448 members 
Mstep: Class 2 contains 156136 members 
Entering Unmasked Estep 
Score: -13123793.000000 Penalty: 1135.873535
	Iteration 147Q: 3 clusters Score -1.312379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107464 members 
Mstep: Class 2 contains 156120 members 
Entering Unmasked Estep 
Score: -13123774.000000 Penalty: 1135.873535
	Iteration 148Q: 3 clusters Score -1.312377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107470 members 
Mstep: Class 2 contains 156114 members 
Entering Unmasked Estep 
Score: -13123780.000000 Penalty: 1135.873535
	Iteration 149Q: 3 clusters Score -1.312378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 156117 members 
Entering Unmasked Estep 
Score: -13123789.000000 Penalty: 1135.873535
	Iteration 150Q: 3 clusters Score -1.312379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 156116 members 
Entering Unmasked Estep 
Score: -13123785.000000 Penalty: 1135.873535
	Iteration 151Q: 3 clusters Score -1.312378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107469 members 
Mstep: Class 2 contains 156115 members 
Entering Unmasked Estep 
Score: -13123788.000000 Penalty: 1135.873535
	Iteration 152Q: 3 clusters Score -1.312379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 156116 members 
Entering Unmasked Estep 
Score: -13123789.000000 Penalty: 1135.873535
	Iteration 153Q: 3 clusters Score -1.312379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 156116 members 
Entering Unmasked Estep 
Score: -13123789.000000 Penalty: 1135.873535
	Iteration 154F: 3 clusters Score -1.312379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 156116 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 10 contains 180178 members 
Mstep: Class 11 contains 7848 members 
Mstep: Class 13 contains 60090 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 146040 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 229324 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Entering Unmasked Estep 
Score: -90299016.000000 Penalty: 11868.400391
Splitting cluster 6 changes total score from -90260544.000000 to -90299016.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (16205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Entering Unmasked Estep 
Score: -774626.937500 Penalty: 441.034912
	Iteration 0F: 2 clusters Score -774626.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -763699.937500 Penalty: 882.069824
	Iteration 0F: 3 clusters Score -763699.9 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -768350.437500 Penalty: 882.069824
	Iteration 1F: 3 clusters Score -768350.4 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -768827.437500 Penalty: 882.069824
	Iteration 2F: 3 clusters Score -768827.4 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -769506.062500 Penalty: 882.069824
	Iteration 3F: 3 clusters Score -769506.1 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -770489.000000 Penalty: 882.069824
	Iteration 4F: 3 clusters Score -770489 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -771717.687500 Penalty: 882.069824
	Iteration 5F: 3 clusters Score -771717.7 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -772868.750000 Penalty: 882.069824
	Iteration 6F: 3 clusters Score -772868.8 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -773681.437500 Penalty: 882.069824
	Iteration 7Q: 3 clusters Score -773681.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -774028.375000 Penalty: 882.069824
	Iteration 8Q: 3 clusters Score -774028.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -774167.250000 Penalty: 882.069824
	Iteration 9Q: 3 clusters Score -774167.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -774230.062500 Penalty: 882.069824
	Iteration 10Q: 3 clusters Score -774230.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -774251.187500 Penalty: 882.069824
	Iteration 11Q: 3 clusters Score -774251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -774256.125000 Penalty: 882.069824
	Iteration 12Q: 3 clusters Score -774256.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -774263.375000 Penalty: 882.069824
	Iteration 13Q: 3 clusters Score -774263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -774265.062500 Penalty: 882.069824
	Iteration 14Q: 3 clusters Score -774265.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -774265.062500 Penalty: 882.069824
	Iteration 15F: 3 clusters Score -774265.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180178 members 
Entering Unmasked Estep 
Score: -8855499.000000 Penalty: 550.627380
	Iteration 0F: 2 clusters Score -8855499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -8760827.000000 Penalty: 1101.254761
	Iteration 0F: 3 clusters Score -8760827 nChanged 88502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 98064 members 
Entering Unmasked Estep 
Score: -8820206.000000 Penalty: 1101.254761
	Iteration 1F: 3 clusters Score -8820206 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 102675 members 
Entering Unmasked Estep 
Score: -8828518.000000 Penalty: 1101.254761
	Iteration 2F: 3 clusters Score -8828518 nChanged 13643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -8841133.000000 Penalty: 1101.254761
	Iteration 3F: 3 clusters Score -8841133 nChanged 13142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 110964 members 
Entering Unmasked Estep 
Score: -8853281.000000 Penalty: 1101.254761
	Iteration 4F: 3 clusters Score -8853281 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 113659 members 
Entering Unmasked Estep 
Score: -8859188.000000 Penalty: 1101.254761
	Iteration 5F: 3 clusters Score -8859188 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 116116 members 
Entering Unmasked Estep 
Score: -8860960.000000 Penalty: 1101.254761
	Iteration 6Q: 3 clusters Score -8860960 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 119017 members 
Entering Unmasked Estep 
Score: -8861650.000000 Penalty: 1101.254761
	Iteration 7Q: 3 clusters Score -8861650 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 122432 members 
Entering Unmasked Estep 
Score: -8861758.000000 Penalty: 1101.254761
	Iteration 8Q: 3 clusters Score -8861758 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 126557 members 
Entering Unmasked Estep 
Score: -8861526.000000 Penalty: 1101.254761
	Iteration 9Q: 3 clusters Score -8861526 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 131546 members 
Entering Unmasked Estep 
Score: -8860891.000000 Penalty: 1101.254761
	Iteration 10Q: 3 clusters Score -8860891 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 137052 members 
Entering Unmasked Estep 
Score: -8860171.000000 Penalty: 1101.254761
	Iteration 11Q: 3 clusters Score -8860171 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 142623 members 
Entering Unmasked Estep 
Score: -8859353.000000 Penalty: 1101.254761
	Iteration 12Q: 3 clusters Score -8859353 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 147790 members 
Entering Unmasked Estep 
Score: -8858934.000000 Penalty: 1101.254761
	Iteration 13Q: 3 clusters Score -8858934 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 152157 members 
Entering Unmasked Estep 
Score: -8858752.000000 Penalty: 1101.254761
	Iteration 14Q: 3 clusters Score -8858752 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 155453 members 
Entering Unmasked Estep 
Score: -8858460.000000 Penalty: 1101.254761
	Iteration 15Q: 3 clusters Score -8858460 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 157840 members 
Entering Unmasked Estep 
Score: -8858262.000000 Penalty: 1101.254761
	Iteration 16Q: 3 clusters Score -8858262 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 159601 members 
Entering Unmasked Estep 
Score: -8857978.000000 Penalty: 1101.254761
	Iteration 17Q: 3 clusters Score -8857978 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 160976 members 
Entering Unmasked Estep 
Score: -8857705.000000 Penalty: 1101.254761
	Iteration 18Q: 3 clusters Score -8857705 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 162003 members 
Entering Unmasked Estep 
Score: -8857598.000000 Penalty: 1101.254761
	Iteration 19Q: 3 clusters Score -8857598 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 162758 members 
Entering Unmasked Estep 
Score: -8858701.000000 Penalty: 1101.254761
	Iteration 20F: 3 clusters Score -8858701 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 164003 members 
Entering Unmasked Estep 
Score: -8859426.000000 Penalty: 1101.254761
	Iteration 21Q: 3 clusters Score -8859426 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 164867 members 
Entering Unmasked Estep 
Score: -8859934.000000 Penalty: 1101.254761
	Iteration 22Q: 3 clusters Score -8859934 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 165436 members 
Entering Unmasked Estep 
Score: -8860195.000000 Penalty: 1101.254761
	Iteration 23Q: 3 clusters Score -8860195 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -8860383.000000 Penalty: 1101.254761
	Iteration 24Q: 3 clusters Score -8860383 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 166219 members 
Entering Unmasked Estep 
Score: -8860503.000000 Penalty: 1101.254761
	Iteration 25Q: 3 clusters Score -8860503 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 166468 members 
Entering Unmasked Estep 
Score: -8860551.000000 Penalty: 1101.254761
	Iteration 26Q: 3 clusters Score -8860551 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 166736 members 
Entering Unmasked Estep 
Score: -8860558.000000 Penalty: 1101.254761
	Iteration 27Q: 3 clusters Score -8860558 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 167027 members 
Entering Unmasked Estep 
Score: -8860587.000000 Penalty: 1101.254761
	Iteration 28Q: 3 clusters Score -8860587 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 167303 members 
Entering Unmasked Estep 
Score: -8860586.000000 Penalty: 1101.254761
	Iteration 29Q: 3 clusters Score -8860586 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 167545 members 
Entering Unmasked Estep 
Score: -8860569.000000 Penalty: 1101.254761
	Iteration 30Q: 3 clusters Score -8860569 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 167775 members 
Entering Unmasked Estep 
Score: -8860551.000000 Penalty: 1101.254761
	Iteration 31Q: 3 clusters Score -8860551 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 167952 members 
Entering Unmasked Estep 
Score: -8860480.000000 Penalty: 1101.254761
	Iteration 32Q: 3 clusters Score -8860480 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 168104 members 
Entering Unmasked Estep 
Score: -8860401.000000 Penalty: 1101.254761
	Iteration 33Q: 3 clusters Score -8860401 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 168222 members 
Entering Unmasked Estep 
Score: -8860332.000000 Penalty: 1101.254761
	Iteration 34Q: 3 clusters Score -8860332 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 168335 members 
Entering Unmasked Estep 
Score: -8860272.000000 Penalty: 1101.254761
	Iteration 35Q: 3 clusters Score -8860272 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 168425 members 
Entering Unmasked Estep 
Score: -8860238.000000 Penalty: 1101.254761
	Iteration 36Q: 3 clusters Score -8860238 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 168514 members 
Entering Unmasked Estep 
Score: -8860181.000000 Penalty: 1101.254761
	Iteration 37Q: 3 clusters Score -8860181 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 168597 members 
Entering Unmasked Estep 
Score: -8860142.000000 Penalty: 1101.254761
	Iteration 38Q: 3 clusters Score -8860142 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 168683 members 
Entering Unmasked Estep 
Score: -8860129.000000 Penalty: 1101.254761
	Iteration 39Q: 3 clusters Score -8860129 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -8860118.000000 Penalty: 1101.254761
	Iteration 40F: 3 clusters Score -8860118 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 168787 members 
Entering Unmasked Estep 
Score: -8860059.000000 Penalty: 1101.254761
	Iteration 41Q: 3 clusters Score -8860059 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 168832 members 
Entering Unmasked Estep 
Score: -8860028.000000 Penalty: 1101.254761
	Iteration 42Q: 3 clusters Score -8860028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -8860008.000000 Penalty: 1101.254761
	Iteration 43Q: 3 clusters Score -8860008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 168884 members 
Entering Unmasked Estep 
Score: -8859995.000000 Penalty: 1101.254761
	Iteration 44Q: 3 clusters Score -8859995 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 168908 members 
Entering Unmasked Estep 
Score: -8859988.000000 Penalty: 1101.254761
	Iteration 45Q: 3 clusters Score -8859988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 168940 members 
Entering Unmasked Estep 
Score: -8859953.000000 Penalty: 1101.254761
	Iteration 46Q: 3 clusters Score -8859953 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 168969 members 
Entering Unmasked Estep 
Score: -8859943.000000 Penalty: 1101.254761
	Iteration 47Q: 3 clusters Score -8859943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 169000 members 
Entering Unmasked Estep 
Score: -8859930.000000 Penalty: 1101.254761
	Iteration 48Q: 3 clusters Score -8859930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 169039 members 
Entering Unmasked Estep 
Score: -8859908.000000 Penalty: 1101.254761
	Iteration 49Q: 3 clusters Score -8859908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 169081 members 
Entering Unmasked Estep 
Score: -8859869.000000 Penalty: 1101.254761
	Iteration 50Q: 3 clusters Score -8859869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 169120 members 
Entering Unmasked Estep 
Score: -8859859.000000 Penalty: 1101.254761
	Iteration 51Q: 3 clusters Score -8859859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 169146 members 
Entering Unmasked Estep 
Score: -8859843.000000 Penalty: 1101.254761
	Iteration 52Q: 3 clusters Score -8859843 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 169178 members 
Entering Unmasked Estep 
Score: -8859838.000000 Penalty: 1101.254761
	Iteration 53Q: 3 clusters Score -8859838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 169206 members 
Entering Unmasked Estep 
Score: -8859847.000000 Penalty: 1101.254761
	Iteration 54Q: 3 clusters Score -8859847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 169236 members 
Entering Unmasked Estep 
Score: -8859840.000000 Penalty: 1101.254761
	Iteration 55Q: 3 clusters Score -8859840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 169270 members 
Entering Unmasked Estep 
Score: -8859851.000000 Penalty: 1101.254761
	Iteration 56Q: 3 clusters Score -8859851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 169297 members 
Entering Unmasked Estep 
Score: -8859842.000000 Penalty: 1101.254761
	Iteration 57Q: 3 clusters Score -8859842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 169332 members 
Entering Unmasked Estep 
Score: -8859831.000000 Penalty: 1101.254761
	Iteration 58Q: 3 clusters Score -8859831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 169354 members 
Entering Unmasked Estep 
Score: -8859842.000000 Penalty: 1101.254761
	Iteration 59Q: 3 clusters Score -8859842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 169368 members 
Entering Unmasked Estep 
Score: -8859842.000000 Penalty: 1101.254761
	Iteration 60F: 3 clusters Score -8859842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 169386 members 
Entering Unmasked Estep 
Score: -8859846.000000 Penalty: 1101.254761
	Iteration 61Q: 3 clusters Score -8859846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 169398 members 
Entering Unmasked Estep 
Score: -8859825.000000 Penalty: 1101.254761
	Iteration 62Q: 3 clusters Score -8859825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 169408 members 
Entering Unmasked Estep 
Score: -8859826.000000 Penalty: 1101.254761
	Iteration 63Q: 3 clusters Score -8859826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 169415 members 
Entering Unmasked Estep 
Score: -8859823.000000 Penalty: 1101.254761
	Iteration 64Q: 3 clusters Score -8859823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -8859806.000000 Penalty: 1101.254761
	Iteration 65Q: 3 clusters Score -8859806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 169430 members 
Entering Unmasked Estep 
Score: -8859801.000000 Penalty: 1101.254761
	Iteration 66Q: 3 clusters Score -8859801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 169434 members 
Entering Unmasked Estep 
Score: -8859797.000000 Penalty: 1101.254761
	Iteration 67Q: 3 clusters Score -8859797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 169439 members 
Entering Unmasked Estep 
Score: -8859808.000000 Penalty: 1101.254761
	Iteration 68Q: 3 clusters Score -8859808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 169447 members 
Entering Unmasked Estep 
Score: -8859811.000000 Penalty: 1101.254761
	Iteration 69Q: 3 clusters Score -8859811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 169454 members 
Entering Unmasked Estep 
Score: -8859812.000000 Penalty: 1101.254761
	Iteration 70Q: 3 clusters Score -8859812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 169461 members 
Entering Unmasked Estep 
Score: -8859811.000000 Penalty: 1101.254761
	Iteration 71Q: 3 clusters Score -8859811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 169472 members 
Entering Unmasked Estep 
Score: -8859816.000000 Penalty: 1101.254761
	Iteration 72Q: 3 clusters Score -8859816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 169479 members 
Entering Unmasked Estep 
Score: -8859815.000000 Penalty: 1101.254761
	Iteration 73Q: 3 clusters Score -8859815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 169486 members 
Entering Unmasked Estep 
Score: -8859803.000000 Penalty: 1101.254761
	Iteration 74Q: 3 clusters Score -8859803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 169498 members 
Entering Unmasked Estep 
Score: -8859789.000000 Penalty: 1101.254761
	Iteration 75Q: 3 clusters Score -8859789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -8859788.000000 Penalty: 1101.254761
	Iteration 76Q: 3 clusters Score -8859788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 169516 members 
Entering Unmasked Estep 
Score: -8859780.000000 Penalty: 1101.254761
	Iteration 77Q: 3 clusters Score -8859780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 169527 members 
Entering Unmasked Estep 
Score: -8859782.000000 Penalty: 1101.254761
	Iteration 78Q: 3 clusters Score -8859782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -8859785.000000 Penalty: 1101.254761
	Iteration 79Q: 3 clusters Score -8859785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 169540 members 
Entering Unmasked Estep 
Score: -8859778.000000 Penalty: 1101.254761
	Iteration 80F: 3 clusters Score -8859778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 169543 members 
Entering Unmasked Estep 
Score: -8859773.000000 Penalty: 1101.254761
	Iteration 81Q: 3 clusters Score -8859773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 169548 members 
Entering Unmasked Estep 
Score: -8859773.000000 Penalty: 1101.254761
	Iteration 82Q: 3 clusters Score -8859773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -8859776.000000 Penalty: 1101.254761
	Iteration 83Q: 3 clusters Score -8859776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -8859776.000000 Penalty: 1101.254761
	Iteration 84Q: 3 clusters Score -8859776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -8859776.000000 Penalty: 1101.254761
	Iteration 85F: 3 clusters Score -8859776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 156116 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 8 contains 169551 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 7848 members 
Mstep: Class 13 contains 60090 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 146040 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 229324 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Entering Unmasked Estep 
Score: -90303144.000000 Penalty: 12527.755859
Splitting cluster 10 changes total score from -90260544.000000 to -90303144.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 11 (7848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Entering Unmasked Estep 
Score: -369543.343750 Penalty: 408.044617
	Iteration 0F: 2 clusters Score -369543.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -364398.593750 Penalty: 816.089233
	Iteration 0F: 3 clusters Score -364398.6 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -366994.312500 Penalty: 816.089233
	Iteration 1F: 3 clusters Score -366994.3 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -368140.687500 Penalty: 816.089233
	Iteration 2F: 3 clusters Score -368140.7 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -369239.906250 Penalty: 816.089233
	Iteration 3F: 3 clusters Score -369239.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -369761.375000 Penalty: 816.089233
	Iteration 4F: 3 clusters Score -369761.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -369957.812500 Penalty: 816.089233
	Iteration 5Q: 3 clusters Score -369957.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -370066.343750 Penalty: 816.089233
	Iteration 6Q: 3 clusters Score -370066.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -370110.093750 Penalty: 816.089233
	Iteration 7Q: 3 clusters Score -370110.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -370137.843750 Penalty: 816.089233
	Iteration 8Q: 3 clusters Score -370137.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -370154.625000 Penalty: 816.089233
	Iteration 9Q: 3 clusters Score -370154.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -370164.218750 Penalty: 816.089233
	Iteration 10Q: 3 clusters Score -370164.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -370167.687500 Penalty: 816.089233
	Iteration 11Q: 3 clusters Score -370167.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -370172.531250 Penalty: 816.089233
	Iteration 12Q: 3 clusters Score -370172.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -370174.875000 Penalty: 816.089233
	Iteration 13Q: 3 clusters Score -370174.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -370178.343750 Penalty: 816.089233
	Iteration 14Q: 3 clusters Score -370178.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -370180.187500 Penalty: 816.089233
	Iteration 15Q: 3 clusters Score -370180.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -370182.437500 Penalty: 816.089233
	Iteration 16Q: 3 clusters Score -370182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -370182.937500 Penalty: 816.089233
	Iteration 17Q: 3 clusters Score -370182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -370182.500000 Penalty: 816.089233
	Iteration 18Q: 3 clusters Score -370182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -370182.468750 Penalty: 816.089233
	Iteration 19Q: 3 clusters Score -370182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -370182.906250 Penalty: 816.089233
	Iteration 20F: 3 clusters Score -370182.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 156116 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 8 contains 169551 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 13 contains 60090 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 146040 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 229324 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Entering Unmasked Estep 
Score: -90303672.000000 Penalty: 13187.111328
Splitting cluster 11 changes total score from -90260544.000000 to -90303672.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 13 (60090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Entering Unmasked Estep 
Score: -2770665.500000 Penalty: 500.663757
	Iteration 0F: 2 clusters Score -2770666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -2730280.750000 Penalty: 1001.327515
	Iteration 0F: 3 clusters Score -2730281 nChanged 29213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2751441.750000 Penalty: 1001.327515
	Iteration 1F: 3 clusters Score -2751442 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2755885.750000 Penalty: 1001.327515
	Iteration 2F: 3 clusters Score -2755886 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2760729.000000 Penalty: 1001.327515
	Iteration 3F: 3 clusters Score -2760729 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2764738.500000 Penalty: 1001.327515
	Iteration 4F: 3 clusters Score -2764738 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2767544.500000 Penalty: 1001.327515
	Iteration 5Q: 3 clusters Score -2767544 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2769655.000000 Penalty: 1001.327515
	Iteration 6Q: 3 clusters Score -2769655 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2770851.500000 Penalty: 1001.327515
	Iteration 7Q: 3 clusters Score -2770852 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2771382.500000 Penalty: 1001.327515
	Iteration 8Q: 3 clusters Score -2771382 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2771745.500000 Penalty: 1001.327515
	Iteration 9Q: 3 clusters Score -2771746 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2772064.750000 Penalty: 1001.327515
	Iteration 10Q: 3 clusters Score -2772065 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2772384.750000 Penalty: 1001.327515
	Iteration 11Q: 3 clusters Score -2772385 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2772729.250000 Penalty: 1001.327515
	Iteration 12Q: 3 clusters Score -2772729 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2773077.500000 Penalty: 1001.327515
	Iteration 13Q: 3 clusters Score -2773078 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2773446.000000 Penalty: 1001.327515
	Iteration 14Q: 3 clusters Score -2773446 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2773822.500000 Penalty: 1001.327515
	Iteration 15Q: 3 clusters Score -2773822 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2774183.000000 Penalty: 1001.327515
	Iteration 16Q: 3 clusters Score -2774183 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2774586.000000 Penalty: 1001.327515
	Iteration 17Q: 3 clusters Score -2774586 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2775117.500000 Penalty: 1001.327515
	Iteration 18Q: 3 clusters Score -2775118 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2775680.500000 Penalty: 1001.327515
	Iteration 19Q: 3 clusters Score -2775680 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2776389.500000 Penalty: 1001.327515
	Iteration 20F: 3 clusters Score -2776390 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2777008.500000 Penalty: 1001.327515
	Iteration 21Q: 3 clusters Score -2777008 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2777481.750000 Penalty: 1001.327515
	Iteration 22Q: 3 clusters Score -2777482 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2777751.250000 Penalty: 1001.327515
	Iteration 23Q: 3 clusters Score -2777751 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2777952.250000 Penalty: 1001.327515
	Iteration 24Q: 3 clusters Score -2777952 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2778091.500000 Penalty: 1001.327515
	Iteration 25Q: 3 clusters Score -2778092 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2778160.250000 Penalty: 1001.327515
	Iteration 26Q: 3 clusters Score -2778160 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2778195.500000 Penalty: 1001.327515
	Iteration 27Q: 3 clusters Score -2778196 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2778232.500000 Penalty: 1001.327515
	Iteration 28Q: 3 clusters Score -2778232 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2778258.500000 Penalty: 1001.327515
	Iteration 29Q: 3 clusters Score -2778258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2778269.500000 Penalty: 1001.327515
	Iteration 30Q: 3 clusters Score -2778270 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2778267.250000 Penalty: 1001.327515
	Iteration 31Q: 3 clusters Score -2778267 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2778259.500000 Penalty: 1001.327515
	Iteration 32Q: 3 clusters Score -2778260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2778275.500000 Penalty: 1001.327515
	Iteration 33Q: 3 clusters Score -2778276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2778271.500000 Penalty: 1001.327515
	Iteration 34Q: 3 clusters Score -2778272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2778271.250000 Penalty: 1001.327515
	Iteration 35Q: 3 clusters Score -2778271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2778269.000000 Penalty: 1001.327515
	Iteration 36Q: 3 clusters Score -2778269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2778266.500000 Penalty: 1001.327515
	Iteration 37Q: 3 clusters Score -2778266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2778269.750000 Penalty: 1001.327515
	Iteration 38Q: 3 clusters Score -2778270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2778274.750000 Penalty: 1001.327515
	Iteration 39Q: 3 clusters Score -2778275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2778277.250000 Penalty: 1001.327515
	Iteration 40F: 3 clusters Score -2778277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2778276.250000 Penalty: 1001.327515
	Iteration 41Q: 3 clusters Score -2778276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2778276.750000 Penalty: 1001.327515
	Iteration 42Q: 3 clusters Score -2778277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2778279.000000 Penalty: 1001.327515
	Iteration 43Q: 3 clusters Score -2778279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2778284.000000 Penalty: 1001.327515
	Iteration 44Q: 3 clusters Score -2778284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2778284.500000 Penalty: 1001.327515
	Iteration 45Q: 3 clusters Score -2778284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2778282.000000 Penalty: 1001.327515
	Iteration 46Q: 3 clusters Score -2778282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2778280.250000 Penalty: 1001.327515
	Iteration 47Q: 3 clusters Score -2778280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2778280.500000 Penalty: 1001.327515
	Iteration 48Q: 3 clusters Score -2778280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2778279.750000 Penalty: 1001.327515
	Iteration 49Q: 3 clusters Score -2778280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2778280.250000 Penalty: 1001.327515
	Iteration 50Q: 3 clusters Score -2778280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2778280.250000 Penalty: 1001.327515
	Iteration 51F: 3 clusters Score -2778280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 156116 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 8 contains 169551 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 13 contains 41392 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 146040 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 229324 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Entering Unmasked Estep 
Score: -90313312.000000 Penalty: 13846.466797
Splitting cluster 13 changes total score from -90260544.000000 to -90313312.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 14 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -129329.289062 Penalty: 359.965240
	Iteration 0F: 2 clusters Score -129329.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -127413.117188 Penalty: 719.930481
	Iteration 0F: 3 clusters Score -127413.1 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -128120.257812 Penalty: 719.930481
	Iteration 1F: 3 clusters Score -128120.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -128237.078125 Penalty: 719.930481
	Iteration 2F: 3 clusters Score -128237.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -128327.234375 Penalty: 719.930481
	Iteration 3F: 3 clusters Score -128327.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -128407.539062 Penalty: 719.930481
	Iteration 4Q: 3 clusters Score -128407.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -128498.898438 Penalty: 719.930481
	Iteration 5Q: 3 clusters Score -128498.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -128574.250000 Penalty: 719.930481
	Iteration 6Q: 3 clusters Score -128574.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -128630.765625 Penalty: 719.930481
	Iteration 7Q: 3 clusters Score -128630.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -128673.539062 Penalty: 719.930481
	Iteration 8Q: 3 clusters Score -128673.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -128702.648438 Penalty: 719.930481
	Iteration 9Q: 3 clusters Score -128702.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -128719.765625 Penalty: 719.930481
	Iteration 10Q: 3 clusters Score -128719.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -128734.632812 Penalty: 719.930481
	Iteration 11Q: 3 clusters Score -128734.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -128748.773438 Penalty: 719.930481
	Iteration 12Q: 3 clusters Score -128748.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -128758.250000 Penalty: 719.930481
	Iteration 13Q: 3 clusters Score -128758.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -128766.593750 Penalty: 719.930481
	Iteration 14Q: 3 clusters Score -128766.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -128777.406250 Penalty: 719.930481
	Iteration 15Q: 3 clusters Score -128777.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -128783.210938 Penalty: 719.930481
	Iteration 16Q: 3 clusters Score -128783.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -128787.593750 Penalty: 719.930481
	Iteration 17Q: 3 clusters Score -128787.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -128792.304688 Penalty: 719.930481
	Iteration 18Q: 3 clusters Score -128792.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -128794.367188 Penalty: 719.930481
	Iteration 19Q: 3 clusters Score -128794.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -128798.437500 Penalty: 719.930481
	Iteration 20F: 3 clusters Score -128798.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -128803.078125 Penalty: 719.930481
	Iteration 21Q: 3 clusters Score -128803.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -128805.210938 Penalty: 719.930481
	Iteration 22Q: 3 clusters Score -128805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -128807.195312 Penalty: 719.930481
	Iteration 23Q: 3 clusters Score -128807.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -128812.210938 Penalty: 719.930481
	Iteration 24Q: 3 clusters Score -128812.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -128817.835938 Penalty: 719.930481
	Iteration 25Q: 3 clusters Score -128817.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -128825.335938 Penalty: 719.930481
	Iteration 26Q: 3 clusters Score -128825.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -128830.703125 Penalty: 719.930481
	Iteration 27Q: 3 clusters Score -128830.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -128836.031250 Penalty: 719.930481
	Iteration 28Q: 3 clusters Score -128836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -128844.007812 Penalty: 719.930481
	Iteration 29Q: 3 clusters Score -128844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -128850.640625 Penalty: 719.930481
	Iteration 30Q: 3 clusters Score -128850.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -128857.703125 Penalty: 719.930481
	Iteration 31Q: 3 clusters Score -128857.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -128867.914062 Penalty: 719.930481
	Iteration 32Q: 3 clusters Score -128867.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -128878.937500 Penalty: 719.930481
	Iteration 33Q: 3 clusters Score -128878.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128885.218750 Penalty: 719.930481
	Iteration 34Q: 3 clusters Score -128885.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -128890.515625 Penalty: 719.930481
	Iteration 35Q: 3 clusters Score -128890.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -128896.015625 Penalty: 719.930481
	Iteration 36Q: 3 clusters Score -128896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -128900.968750 Penalty: 719.930481
	Iteration 37Q: 3 clusters Score -128901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -128904.031250 Penalty: 719.930481
	Iteration 38Q: 3 clusters Score -128904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -128904.992188 Penalty: 719.930481
	Iteration 39Q: 3 clusters Score -128905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -128909.382812 Penalty: 719.930481
	Iteration 40F: 3 clusters Score -128909.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -128913.820312 Penalty: 719.930481
	Iteration 41Q: 3 clusters Score -128913.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -128917.000000 Penalty: 719.930481
	Iteration 42Q: 3 clusters Score -128917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -128920.359375 Penalty: 719.930481
	Iteration 43Q: 3 clusters Score -128920.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128922.000000 Penalty: 719.930481
	Iteration 44Q: 3 clusters Score -128922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -128924.203125 Penalty: 719.930481
	Iteration 45Q: 3 clusters Score -128924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128926.039062 Penalty: 719.930481
	Iteration 46Q: 3 clusters Score -128926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -128927.859375 Penalty: 719.930481
	Iteration 47Q: 3 clusters Score -128927.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -128930.554688 Penalty: 719.930481
	Iteration 48Q: 3 clusters Score -128930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128932.460938 Penalty: 719.930481
	Iteration 49Q: 3 clusters Score -128932.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128934.109375 Penalty: 719.930481
	Iteration 50Q: 3 clusters Score -128934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128935.398438 Penalty: 719.930481
	Iteration 51Q: 3 clusters Score -128935.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128937.671875 Penalty: 719.930481
	Iteration 52Q: 3 clusters Score -128937.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128940.695312 Penalty: 719.930481
	Iteration 53Q: 3 clusters Score -128940.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -128943.796875 Penalty: 719.930481
	Iteration 54Q: 3 clusters Score -128943.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -128946.664062 Penalty: 719.930481
	Iteration 55Q: 3 clusters Score -128946.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -128949.867188 Penalty: 719.930481
	Iteration 56Q: 3 clusters Score -128949.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -128953.664062 Penalty: 719.930481
	Iteration 57Q: 3 clusters Score -128953.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -128955.828125 Penalty: 719.930481
	Iteration 58Q: 3 clusters Score -128955.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -128959.820312 Penalty: 719.930481
	Iteration 59Q: 3 clusters Score -128959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128961.445312 Penalty: 719.930481
	Iteration 60F: 3 clusters Score -128961.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128964.906250 Penalty: 719.930481
	Iteration 61Q: 3 clusters Score -128964.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -128967.664062 Penalty: 719.930481
	Iteration 62Q: 3 clusters Score -128967.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128971.828125 Penalty: 719.930481
	Iteration 63Q: 3 clusters Score -128971.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -128975.257812 Penalty: 719.930481
	Iteration 64Q: 3 clusters Score -128975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -128978.000000 Penalty: 719.930481
	Iteration 65Q: 3 clusters Score -128978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -128984.312500 Penalty: 719.930481
	Iteration 66Q: 3 clusters Score -128984.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -128993.046875 Penalty: 719.930481
	Iteration 67Q: 3 clusters Score -128993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -128999.132812 Penalty: 719.930481
	Iteration 68Q: 3 clusters Score -128999.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -129006.187500 Penalty: 719.930481
	Iteration 69Q: 3 clusters Score -129006.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -129013.648438 Penalty: 719.930481
	Iteration 70Q: 3 clusters Score -129013.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -129021.429688 Penalty: 719.930481
	Iteration 71Q: 3 clusters Score -129021.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -129025.828125 Penalty: 719.930481
	Iteration 72Q: 3 clusters Score -129025.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -129029.765625 Penalty: 719.930481
	Iteration 73Q: 3 clusters Score -129029.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -129034.210938 Penalty: 719.930481
	Iteration 74Q: 3 clusters Score -129034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -129035.796875 Penalty: 719.930481
	Iteration 75Q: 3 clusters Score -129035.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -129037.773438 Penalty: 719.930481
	Iteration 76Q: 3 clusters Score -129037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -129039.320312 Penalty: 719.930481
	Iteration 77Q: 3 clusters Score -129039.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -129041.609375 Penalty: 719.930481
	Iteration 78Q: 3 clusters Score -129041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -129043.867188 Penalty: 719.930481
	Iteration 79Q: 3 clusters Score -129043.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -129046.765625 Penalty: 719.930481
	Iteration 80F: 3 clusters Score -129046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -129049.320312 Penalty: 719.930481
	Iteration 81Q: 3 clusters Score -129049.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -129052.703125 Penalty: 719.930481
	Iteration 82Q: 3 clusters Score -129052.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -129055.460938 Penalty: 719.930481
	Iteration 83Q: 3 clusters Score -129055.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -129057.687500 Penalty: 719.930481
	Iteration 84Q: 3 clusters Score -129057.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -129061.281250 Penalty: 719.930481
	Iteration 85Q: 3 clusters Score -129061.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -129066.757812 Penalty: 719.930481
	Iteration 86Q: 3 clusters Score -129066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -129073.039062 Penalty: 719.930481
	Iteration 87Q: 3 clusters Score -129073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -129074.296875 Penalty: 719.930481
	Iteration 88Q: 3 clusters Score -129074.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -129076.687500 Penalty: 719.930481
	Iteration 89Q: 3 clusters Score -129076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -129077.367188 Penalty: 719.930481
	Iteration 90Q: 3 clusters Score -129077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -129077.968750 Penalty: 719.930481
	Iteration 91Q: 3 clusters Score -129078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -129078.968750 Penalty: 719.930481
	Iteration 92Q: 3 clusters Score -129079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -129080.125000 Penalty: 719.930481
	Iteration 93Q: 3 clusters Score -129080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -129081.757812 Penalty: 719.930481
	Iteration 94Q: 3 clusters Score -129081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -129081.789062 Penalty: 719.930481
	Iteration 95Q: 3 clusters Score -129081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -129081.789062 Penalty: 719.930481
	Iteration 96F: 3 clusters Score -129081.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Entering Unmasked Estep 
Score: -836205.687500 Penalty: 447.007294
	Iteration 0F: 2 clusters Score -836205.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -824255.437500 Penalty: 894.014587
	Iteration 0F: 3 clusters Score -824255.4 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -837591.500000 Penalty: 894.014587
	Iteration 1F: 3 clusters Score -837591.5 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -843438.000000 Penalty: 894.014587
	Iteration 2F: 3 clusters Score -843438 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -846485.312500 Penalty: 894.014587
	Iteration 3F: 3 clusters Score -846485.3 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -849803.625000 Penalty: 894.014587
	Iteration 4Q: 3 clusters Score -849803.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -850900.312500 Penalty: 894.014587
	Iteration 5Q: 3 clusters Score -850900.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -851272.562500 Penalty: 894.014587
	Iteration 6Q: 3 clusters Score -851272.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -851503.312500 Penalty: 894.014587
	Iteration 7Q: 3 clusters Score -851503.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -851640.437500 Penalty: 894.014587
	Iteration 8Q: 3 clusters Score -851640.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -851781.750000 Penalty: 894.014587
	Iteration 9Q: 3 clusters Score -851781.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -851926.000000 Penalty: 894.014587
	Iteration 10Q: 3 clusters Score -851926 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -852005.937500 Penalty: 894.014587
	Iteration 11Q: 3 clusters Score -852005.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -852028.125000 Penalty: 894.014587
	Iteration 12Q: 3 clusters Score -852028.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -852035.437500 Penalty: 894.014587
	Iteration 13Q: 3 clusters Score -852035.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -852043.750000 Penalty: 894.014587
	Iteration 14Q: 3 clusters Score -852043.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -852046.125000 Penalty: 894.014587
	Iteration 15Q: 3 clusters Score -852046.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -852049.625000 Penalty: 894.014587
	Iteration 16Q: 3 clusters Score -852049.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -852053.812500 Penalty: 894.014587
	Iteration 17Q: 3 clusters Score -852053.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -852061.500000 Penalty: 894.014587
	Iteration 18Q: 3 clusters Score -852061.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -852072.062500 Penalty: 894.014587
	Iteration 19Q: 3 clusters Score -852072.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -852081.250000 Penalty: 894.014587
	Iteration 20F: 3 clusters Score -852081.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -852084.000000 Penalty: 894.014587
	Iteration 21Q: 3 clusters Score -852084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -852087.750000 Penalty: 894.014587
	Iteration 22Q: 3 clusters Score -852087.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -852087.562500 Penalty: 894.014587
	Iteration 23Q: 3 clusters Score -852087.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -852089.562500 Penalty: 894.014587
	Iteration 24Q: 3 clusters Score -852089.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -852091.437500 Penalty: 894.014587
	Iteration 25Q: 3 clusters Score -852091.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -852093.812500 Penalty: 894.014587
	Iteration 26Q: 3 clusters Score -852093.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -852093.437500 Penalty: 894.014587
	Iteration 27Q: 3 clusters Score -852093.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -852094.812500 Penalty: 894.014587
	Iteration 28Q: 3 clusters Score -852094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -852096.562500 Penalty: 894.014587
	Iteration 29Q: 3 clusters Score -852096.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -852095.937500 Penalty: 894.014587
	Iteration 30Q: 3 clusters Score -852095.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -852097.000000 Penalty: 894.014587
	Iteration 31Q: 3 clusters Score -852097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -852098.187500 Penalty: 894.014587
	Iteration 32Q: 3 clusters Score -852098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -852102.312500 Penalty: 894.014587
	Iteration 33Q: 3 clusters Score -852102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -852099.500000 Penalty: 894.014587
	Iteration 34Q: 3 clusters Score -852099.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -852102.625000 Penalty: 894.014587
	Iteration 35Q: 3 clusters Score -852102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -852101.375000 Penalty: 894.014587
	Iteration 36Q: 3 clusters Score -852101.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -852103.062500 Penalty: 894.014587
	Iteration 37Q: 3 clusters Score -852103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -852103.062500 Penalty: 894.014587
	Iteration 38F: 3 clusters Score -852103.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 156116 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 8 contains 169551 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 13 contains 41392 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 146040 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 229324 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Mstep: Class 22 contains 3342 members 
Entering Unmasked Estep 
Score: -90336720.000000 Penalty: 14505.822266
Splitting cluster 15 changes total score from -90260544.000000 to -90336720.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (146040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146040 members 
Entering Unmasked Estep 
Score: -6943540.500000 Penalty: 541.069458
	Iteration 0F: 2 clusters Score -6943540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -6845441.000000 Penalty: 1082.138916
	Iteration 0F: 3 clusters Score -6845441 nChanged 71768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -6892656.000000 Penalty: 1082.138916
	Iteration 1F: 3 clusters Score -6892656 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70387 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -6899261.500000 Penalty: 1082.138916
	Iteration 2F: 3 clusters Score -6899262 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -6909457.500000 Penalty: 1082.138916
	Iteration 3F: 3 clusters Score -6909458 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -6921080.000000 Penalty: 1082.138916
	Iteration 4F: 3 clusters Score -6921080 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -6929254.000000 Penalty: 1082.138916
	Iteration 5F: 3 clusters Score -6929254 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -6933709.500000 Penalty: 1082.138916
	Iteration 6F: 3 clusters Score -6933710 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -6936519.000000 Penalty: 1082.138916
	Iteration 7Q: 3 clusters Score -6936519 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -6938582.000000 Penalty: 1082.138916
	Iteration 8Q: 3 clusters Score -6938582 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -6940344.000000 Penalty: 1082.138916
	Iteration 9Q: 3 clusters Score -6940344 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -6941797.000000 Penalty: 1082.138916
	Iteration 10Q: 3 clusters Score -6941797 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 87056 members 
Entering Unmasked Estep 
Score: -6942896.500000 Penalty: 1082.138916
	Iteration 11Q: 3 clusters Score -6942896 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -6943678.000000 Penalty: 1082.138916
	Iteration 12Q: 3 clusters Score -6943678 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -6944224.000000 Penalty: 1082.138916
	Iteration 13Q: 3 clusters Score -6944224 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 90548 members 
Entering Unmasked Estep 
Score: -6944648.500000 Penalty: 1082.138916
	Iteration 14Q: 3 clusters Score -6944648 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 91584 members 
Entering Unmasked Estep 
Score: -6944922.000000 Penalty: 1082.138916
	Iteration 15Q: 3 clusters Score -6944922 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -6945078.500000 Penalty: 1082.138916
	Iteration 16Q: 3 clusters Score -6945078 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -6945183.500000 Penalty: 1082.138916
	Iteration 17Q: 3 clusters Score -6945184 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -6945290.500000 Penalty: 1082.138916
	Iteration 18Q: 3 clusters Score -6945290 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -6945390.000000 Penalty: 1082.138916
	Iteration 19Q: 3 clusters Score -6945390 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -6945441.000000 Penalty: 1082.138916
	Iteration 20F: 3 clusters Score -6945441 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -6945482.000000 Penalty: 1082.138916
	Iteration 21Q: 3 clusters Score -6945482 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -6945531.500000 Penalty: 1082.138916
	Iteration 22Q: 3 clusters Score -6945532 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 97176 members 
Entering Unmasked Estep 
Score: -6945552.000000 Penalty: 1082.138916
	Iteration 23Q: 3 clusters Score -6945552 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 97614 members 
Entering Unmasked Estep 
Score: -6945618.000000 Penalty: 1082.138916
	Iteration 24Q: 3 clusters Score -6945618 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -6945648.000000 Penalty: 1082.138916
	Iteration 25Q: 3 clusters Score -6945648 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 98448 members 
Entering Unmasked Estep 
Score: -6945702.500000 Penalty: 1082.138916
	Iteration 26Q: 3 clusters Score -6945702 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 98856 members 
Entering Unmasked Estep 
Score: -6945729.000000 Penalty: 1082.138916
	Iteration 27Q: 3 clusters Score -6945729 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -6945710.000000 Penalty: 1082.138916
	Iteration 28Q: 3 clusters Score -6945710 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 99524 members 
Entering Unmasked Estep 
Score: -6945706.000000 Penalty: 1082.138916
	Iteration 29Q: 3 clusters Score -6945706 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -6945715.000000 Penalty: 1082.138916
	Iteration 30Q: 3 clusters Score -6945715 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 100094 members 
Entering Unmasked Estep 
Score: -6945724.000000 Penalty: 1082.138916
	Iteration 31Q: 3 clusters Score -6945724 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -6945745.000000 Penalty: 1082.138916
	Iteration 32Q: 3 clusters Score -6945745 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -6945724.500000 Penalty: 1082.138916
	Iteration 33Q: 3 clusters Score -6945724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 100661 members 
Entering Unmasked Estep 
Score: -6945730.000000 Penalty: 1082.138916
	Iteration 34Q: 3 clusters Score -6945730 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -6945729.500000 Penalty: 1082.138916
	Iteration 35Q: 3 clusters Score -6945730 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -6945738.500000 Penalty: 1082.138916
	Iteration 36Q: 3 clusters Score -6945738 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -6945737.000000 Penalty: 1082.138916
	Iteration 37Q: 3 clusters Score -6945737 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -6945741.000000 Penalty: 1082.138916
	Iteration 38Q: 3 clusters Score -6945741 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -6945739.500000 Penalty: 1082.138916
	Iteration 39Q: 3 clusters Score -6945740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 101622 members 
Entering Unmasked Estep 
Score: -6945735.500000 Penalty: 1082.138916
	Iteration 40F: 3 clusters Score -6945736 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
Score: -6945749.500000 Penalty: 1082.138916
	Iteration 41Q: 3 clusters Score -6945750 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 101954 members 
Entering Unmasked Estep 
Score: -6945761.000000 Penalty: 1082.138916
	Iteration 42Q: 3 clusters Score -6945761 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -6945759.000000 Penalty: 1082.138916
	Iteration 43Q: 3 clusters Score -6945759 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -6945748.000000 Penalty: 1082.138916
	Iteration 44Q: 3 clusters Score -6945748 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 102379 members 
Entering Unmasked Estep 
Score: -6945757.000000 Penalty: 1082.138916
	Iteration 45Q: 3 clusters Score -6945757 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 102501 members 
Entering Unmasked Estep 
Score: -6945752.000000 Penalty: 1082.138916
	Iteration 46Q: 3 clusters Score -6945752 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -6945761.000000 Penalty: 1082.138916
	Iteration 47Q: 3 clusters Score -6945761 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -6945781.000000 Penalty: 1082.138916
	Iteration 48Q: 3 clusters Score -6945781 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 102851 members 
Entering Unmasked Estep 
Score: -6945793.500000 Penalty: 1082.138916
	Iteration 49Q: 3 clusters Score -6945794 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -6945788.000000 Penalty: 1082.138916
	Iteration 50Q: 3 clusters Score -6945788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -6945798.500000 Penalty: 1082.138916
	Iteration 51Q: 3 clusters Score -6945798 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -6945811.500000 Penalty: 1082.138916
	Iteration 52Q: 3 clusters Score -6945812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 103181 members 
Entering Unmasked Estep 
Score: -6945809.500000 Penalty: 1082.138916
	Iteration 53Q: 3 clusters Score -6945810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -6945802.500000 Penalty: 1082.138916
	Iteration 54Q: 3 clusters Score -6945802 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 103350 members 
Entering Unmasked Estep 
Score: -6945814.500000 Penalty: 1082.138916
	Iteration 55Q: 3 clusters Score -6945814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -6945812.000000 Penalty: 1082.138916
	Iteration 56Q: 3 clusters Score -6945812 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 103490 members 
Entering Unmasked Estep 
Score: -6945823.500000 Penalty: 1082.138916
	Iteration 57Q: 3 clusters Score -6945824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -6945820.000000 Penalty: 1082.138916
	Iteration 58Q: 3 clusters Score -6945820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -6945813.500000 Penalty: 1082.138916
	Iteration 59Q: 3 clusters Score -6945814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -6945819.500000 Penalty: 1082.138916
	Iteration 60F: 3 clusters Score -6945820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 103661 members 
Entering Unmasked Estep 
Score: -6945814.500000 Penalty: 1082.138916
	Iteration 61Q: 3 clusters Score -6945814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -6945822.000000 Penalty: 1082.138916
	Iteration 62Q: 3 clusters Score -6945822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 103711 members 
Entering Unmasked Estep 
Score: -6945827.000000 Penalty: 1082.138916
	Iteration 63Q: 3 clusters Score -6945827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 103742 members 
Entering Unmasked Estep 
Score: -6945822.500000 Penalty: 1082.138916
	Iteration 64Q: 3 clusters Score -6945822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -6945825.500000 Penalty: 1082.138916
	Iteration 65Q: 3 clusters Score -6945826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -6945822.500000 Penalty: 1082.138916
	Iteration 66Q: 3 clusters Score -6945822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 103818 members 
Entering Unmasked Estep 
Score: -6945820.000000 Penalty: 1082.138916
	Iteration 67Q: 3 clusters Score -6945820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -6945821.500000 Penalty: 1082.138916
	Iteration 68Q: 3 clusters Score -6945822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -6945819.500000 Penalty: 1082.138916
	Iteration 69Q: 3 clusters Score -6945820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 103870 members 
Entering Unmasked Estep 
Score: -6945818.500000 Penalty: 1082.138916
	Iteration 70Q: 3 clusters Score -6945818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 103892 members 
Entering Unmasked Estep 
Score: -6945818.500000 Penalty: 1082.138916
	Iteration 71Q: 3 clusters Score -6945818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -6945812.000000 Penalty: 1082.138916
	Iteration 72Q: 3 clusters Score -6945812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -6945820.500000 Penalty: 1082.138916
	Iteration 73Q: 3 clusters Score -6945820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -6945816.500000 Penalty: 1082.138916
	Iteration 74Q: 3 clusters Score -6945816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -6945814.500000 Penalty: 1082.138916
	Iteration 75Q: 3 clusters Score -6945814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -6945811.000000 Penalty: 1082.138916
	Iteration 76Q: 3 clusters Score -6945811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 103973 members 
Entering Unmasked Estep 
Score: -6945812.500000 Penalty: 1082.138916
	Iteration 77Q: 3 clusters Score -6945812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -6945813.000000 Penalty: 1082.138916
	Iteration 78Q: 3 clusters Score -6945813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -6945815.000000 Penalty: 1082.138916
	Iteration 79Q: 3 clusters Score -6945815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 104001 members 
Entering Unmasked Estep 
Score: -6945816.000000 Penalty: 1082.138916
	Iteration 80F: 3 clusters Score -6945816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -6945812.500000 Penalty: 1082.138916
	Iteration 81Q: 3 clusters Score -6945812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 104007 members 
Entering Unmasked Estep 
Score: -6945811.000000 Penalty: 1082.138916
	Iteration 82Q: 3 clusters Score -6945811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -6945809.000000 Penalty: 1082.138916
	Iteration 83Q: 3 clusters Score -6945809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -6945809.000000 Penalty: 1082.138916
	Iteration 84F: 3 clusters Score -6945809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 156116 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 8 contains 169551 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 13 contains 41392 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 42032 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 229324 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 104008 members 
Entering Unmasked Estep 
Score: -90338496.000000 Penalty: 15165.177734
Splitting cluster 16 changes total score from -90260544.000000 to -90338496.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -99736.570312 Penalty: 353.468262
	Iteration 0F: 2 clusters Score -99736.57 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 1185 members 
Entering Unmasked Estep 
Score: -98060.226562 Penalty: 706.936523
	Iteration 0F: 3 clusters Score -98060.23 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -98621.539062 Penalty: 706.936523
	Iteration 1F: 3 clusters Score -98621.54 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -98753.718750 Penalty: 706.936523
	Iteration 2F: 3 clusters Score -98753.72 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -98921.132812 Penalty: 706.936523
	Iteration 3F: 3 clusters Score -98921.13 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -99104.226562 Penalty: 706.936523
	Iteration 4F: 3 clusters Score -99104.23 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -99320.945312 Penalty: 706.936523
	Iteration 5F: 3 clusters Score -99320.95 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -99528.117188 Penalty: 706.936523
	Iteration 6F: 3 clusters Score -99528.12 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -99668.601562 Penalty: 706.936523
	Iteration 7F: 3 clusters Score -99668.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -99704.968750 Penalty: 706.936523
	Iteration 8Q: 3 clusters Score -99704.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -99722.296875 Penalty: 706.936523
	Iteration 9Q: 3 clusters Score -99722.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -99733.257812 Penalty: 706.936523
	Iteration 10Q: 3 clusters Score -99733.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -99738.578125 Penalty: 706.936523
	Iteration 11Q: 3 clusters Score -99738.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -99742.812500 Penalty: 706.936523
	Iteration 12Q: 3 clusters Score -99742.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -99747.726562 Penalty: 706.936523
	Iteration 13Q: 3 clusters Score -99747.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -99751.156250 Penalty: 706.936523
	Iteration 14Q: 3 clusters Score -99751.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -99754.390625 Penalty: 706.936523
	Iteration 15Q: 3 clusters Score -99754.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -99757.460938 Penalty: 706.936523
	Iteration 16Q: 3 clusters Score -99757.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -99761.226562 Penalty: 706.936523
	Iteration 17Q: 3 clusters Score -99761.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -99764.562500 Penalty: 706.936523
	Iteration 18Q: 3 clusters Score -99764.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -99766.304688 Penalty: 706.936523
	Iteration 19Q: 3 clusters Score -99766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -99767.406250 Penalty: 706.936523
	Iteration 20F: 3 clusters Score -99767.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -99770.210938 Penalty: 706.936523
	Iteration 21Q: 3 clusters Score -99770.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -99771.375000 Penalty: 706.936523
	Iteration 22Q: 3 clusters Score -99771.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -99773.304688 Penalty: 706.936523
	Iteration 23Q: 3 clusters Score -99773.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -99774.515625 Penalty: 706.936523
	Iteration 24Q: 3 clusters Score -99774.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -99775.523438 Penalty: 706.936523
	Iteration 25Q: 3 clusters Score -99775.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -99779.242188 Penalty: 706.936523
	Iteration 26Q: 3 clusters Score -99779.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -99783.359375 Penalty: 706.936523
	Iteration 27Q: 3 clusters Score -99783.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -99786.960938 Penalty: 706.936523
	Iteration 28Q: 3 clusters Score -99786.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -99789.960938 Penalty: 706.936523
	Iteration 29Q: 3 clusters Score -99789.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -99791.445312 Penalty: 706.936523
	Iteration 30Q: 3 clusters Score -99791.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -99794.507812 Penalty: 706.936523
	Iteration 31Q: 3 clusters Score -99794.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -99796.828125 Penalty: 706.936523
	Iteration 32Q: 3 clusters Score -99796.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -99799.828125 Penalty: 706.936523
	Iteration 33Q: 3 clusters Score -99799.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -99802.664062 Penalty: 706.936523
	Iteration 34Q: 3 clusters Score -99802.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -99804.132812 Penalty: 706.936523
	Iteration 35Q: 3 clusters Score -99804.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -99805.257812 Penalty: 706.936523
	Iteration 36Q: 3 clusters Score -99805.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -99805.718750 Penalty: 706.936523
	Iteration 37Q: 3 clusters Score -99805.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -99806.632812 Penalty: 706.936523
	Iteration 38Q: 3 clusters Score -99806.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -99807.585938 Penalty: 706.936523
	Iteration 39Q: 3 clusters Score -99807.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -99807.835938 Penalty: 706.936523
	Iteration 40F: 3 clusters Score -99807.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -99808.515625 Penalty: 706.936523
	Iteration 41Q: 3 clusters Score -99808.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -99809.085938 Penalty: 706.936523
	Iteration 42Q: 3 clusters Score -99809.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -99810.132812 Penalty: 706.936523
	Iteration 43Q: 3 clusters Score -99810.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -99811.414062 Penalty: 706.936523
	Iteration 44Q: 3 clusters Score -99811.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -99812.843750 Penalty: 706.936523
	Iteration 45Q: 3 clusters Score -99812.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -99815.007812 Penalty: 706.936523
	Iteration 46Q: 3 clusters Score -99815.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -99816.796875 Penalty: 706.936523
	Iteration 47Q: 3 clusters Score -99816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -99818.007812 Penalty: 706.936523
	Iteration 48Q: 3 clusters Score -99818.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -99819.015625 Penalty: 706.936523
	Iteration 49Q: 3 clusters Score -99819.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -99820.140625 Penalty: 706.936523
	Iteration 50Q: 3 clusters Score -99820.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -99821.656250 Penalty: 706.936523
	Iteration 51Q: 3 clusters Score -99821.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -99823.351562 Penalty: 706.936523
	Iteration 52Q: 3 clusters Score -99823.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -99824.867188 Penalty: 706.936523
	Iteration 53Q: 3 clusters Score -99824.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -99825.304688 Penalty: 706.936523
	Iteration 54Q: 3 clusters Score -99825.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -99826.984375 Penalty: 706.936523
	Iteration 55Q: 3 clusters Score -99826.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -99828.257812 Penalty: 706.936523
	Iteration 56Q: 3 clusters Score -99828.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -99829.828125 Penalty: 706.936523
	Iteration 57Q: 3 clusters Score -99829.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -99831.414062 Penalty: 706.936523
	Iteration 58Q: 3 clusters Score -99831.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -99833.796875 Penalty: 706.936523
	Iteration 59Q: 3 clusters Score -99833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -99834.531250 Penalty: 706.936523
	Iteration 60F: 3 clusters Score -99834.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -99837.125000 Penalty: 706.936523
	Iteration 61Q: 3 clusters Score -99837.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -99839.781250 Penalty: 706.936523
	Iteration 62Q: 3 clusters Score -99839.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -99840.812500 Penalty: 706.936523
	Iteration 63Q: 3 clusters Score -99840.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -99842.093750 Penalty: 706.936523
	Iteration 64Q: 3 clusters Score -99842.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -99844.796875 Penalty: 706.936523
	Iteration 65Q: 3 clusters Score -99844.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -99854.304688 Penalty: 706.936523
	Iteration 66Q: 3 clusters Score -99854.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -99869.390625 Penalty: 706.936523
	Iteration 67Q: 3 clusters Score -99869.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -99898.273438 Penalty: 706.936523
	Iteration 68Q: 3 clusters Score -99898.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -99919.492188 Penalty: 706.936523
	Iteration 69Q: 3 clusters Score -99919.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -99934.992188 Penalty: 706.936523
	Iteration 70Q: 3 clusters Score -99934.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -99944.515625 Penalty: 706.936523
	Iteration 71Q: 3 clusters Score -99944.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -99950.734375 Penalty: 706.936523
	Iteration 72Q: 3 clusters Score -99950.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -99953.085938 Penalty: 706.936523
	Iteration 73Q: 3 clusters Score -99953.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -99954.742188 Penalty: 706.936523
	Iteration 74Q: 3 clusters Score -99954.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -99956.382812 Penalty: 706.936523
	Iteration 75Q: 3 clusters Score -99956.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -99956.617188 Penalty: 706.936523
	Iteration 76Q: 3 clusters Score -99956.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -99956.617188 Penalty: 706.936523
	Iteration 77F: 3 clusters Score -99956.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 156116 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 8 contains 169551 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 13 contains 41392 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 42032 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 229324 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 104008 members 
Mstep: Class 24 contains 917 members 
Entering Unmasked Estep 
Score: -90338384.000000 Penalty: 15824.533203
Splitting cluster 17 changes total score from -90260544.000000 to -90338384.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -38381.574219 Penalty: 330.862518
	Iteration 0F: 2 clusters Score -38381.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -37425.457031 Penalty: 661.725037
	Iteration 0F: 3 clusters Score -37425.46 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -38304.250000 Penalty: 661.725037
	Iteration 1F: 3 clusters Score -38304.25 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -38612.882812 Penalty: 661.725037
	Iteration 2F: 3 clusters Score -38612.88 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -38811.164062 Penalty: 661.725037
	Iteration 3F: 3 clusters Score -38811.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -39004.800781 Penalty: 661.725037
	Iteration 4F: 3 clusters Score -39004.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -39086.277344 Penalty: 661.725037
	Iteration 5Q: 3 clusters Score -39086.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -39113.878906 Penalty: 661.725037
	Iteration 6Q: 3 clusters Score -39113.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -39154.269531 Penalty: 661.725037
	Iteration 7Q: 3 clusters Score -39154.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -39185.660156 Penalty: 661.725037
	Iteration 8Q: 3 clusters Score -39185.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -39211.523438 Penalty: 661.725037
	Iteration 9Q: 3 clusters Score -39211.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -39261.753906 Penalty: 661.725037
	Iteration 10Q: 3 clusters Score -39261.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -39277.382812 Penalty: 661.725037
	Iteration 11Q: 3 clusters Score -39277.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -39289.246094 Penalty: 661.725037
	Iteration 12Q: 3 clusters Score -39289.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -39297.000000 Penalty: 661.725037
	Iteration 13Q: 3 clusters Score -39297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -39301.890625 Penalty: 661.725037
	Iteration 14Q: 3 clusters Score -39301.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -39307.714844 Penalty: 661.725037
	Iteration 15Q: 3 clusters Score -39307.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -39314.695312 Penalty: 661.725037
	Iteration 16Q: 3 clusters Score -39314.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -39328.953125 Penalty: 661.725037
	Iteration 17Q: 3 clusters Score -39328.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -39347.597656 Penalty: 661.725037
	Iteration 18Q: 3 clusters Score -39347.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -39398.347656 Penalty: 661.725037
	Iteration 19Q: 3 clusters Score -39398.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -39467.953125 Penalty: 661.725037
	Iteration 20F: 3 clusters Score -39467.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -39516.328125 Penalty: 661.725037
	Iteration 21Q: 3 clusters Score -39516.33 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -39555.183594 Penalty: 661.725037
	Iteration 22Q: 3 clusters Score -39555.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -39589.175781 Penalty: 661.725037
	Iteration 23Q: 3 clusters Score -39589.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -39606.695312 Penalty: 661.725037
	Iteration 24Q: 3 clusters Score -39606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -39618.886719 Penalty: 661.725037
	Iteration 25Q: 3 clusters Score -39618.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -39626.578125 Penalty: 661.725037
	Iteration 26Q: 3 clusters Score -39626.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -39629.890625 Penalty: 661.725037
	Iteration 27Q: 3 clusters Score -39629.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -39631.863281 Penalty: 661.725037
	Iteration 28Q: 3 clusters Score -39631.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -39632.757812 Penalty: 661.725037
	Iteration 29Q: 3 clusters Score -39632.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -39633.882812 Penalty: 661.725037
	Iteration 30F: 3 clusters Score -39633.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -39636.460938 Penalty: 661.725037
	Iteration 31Q: 3 clusters Score -39636.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -39638.273438 Penalty: 661.725037
	Iteration 32Q: 3 clusters Score -39638.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -39638.273438 Penalty: 661.725037
	Iteration 33F: 3 clusters Score -39638.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 156116 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 8 contains 169551 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 13 contains 41392 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 42032 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 229324 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 104008 members 
Mstep: Class 24 contains 917 members 
Mstep: Class 25 contains 604 members 
Entering Unmasked Estep 
Score: -90338928.000000 Penalty: 16483.888672
Splitting cluster 18 changes total score from -90260544.000000 to -90338928.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (229324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229324 members 
Entering Unmasked Estep 
Score: -10890217.000000 Penalty: 561.601501
	Iteration 0F: 2 clusters Score -1.089022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114916 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -10755189.000000 Penalty: 1123.203003
	Iteration 0F: 3 clusters Score -1.075519e+07 nChanged 113098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129528 members 
Mstep: Class 2 contains 99796 members 
Entering Unmasked Estep 
Score: -10827304.000000 Penalty: 1123.203003
	Iteration 1F: 3 clusters Score -1.08273e+07 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139880 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -10836769.000000 Penalty: 1123.203003
	Iteration 2F: 3 clusters Score -1.083677e+07 nChanged 19282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154274 members 
Mstep: Class 2 contains 75050 members 
Entering Unmasked Estep 
Score: -10853130.000000 Penalty: 1123.203003
	Iteration 3F: 3 clusters Score -1.085313e+07 nChanged 21033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169971 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -10872171.000000 Penalty: 1123.203003
	Iteration 4F: 3 clusters Score -1.087217e+07 nChanged 17249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182438 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -10887293.000000 Penalty: 1123.203003
	Iteration 5F: 3 clusters Score -1.088729e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189761 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -10896227.000000 Penalty: 1123.203003
	Iteration 6Q: 3 clusters Score -1.089623e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193831 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -10900351.000000 Penalty: 1123.203003
	Iteration 7Q: 3 clusters Score -1.090035e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196560 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -10901997.000000 Penalty: 1123.203003
	Iteration 8Q: 3 clusters Score -1.0902e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198687 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -10902876.000000 Penalty: 1123.203003
	Iteration 9Q: 3 clusters Score -1.090288e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200573 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -10903441.000000 Penalty: 1123.203003
	Iteration 10Q: 3 clusters Score -1.090344e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202234 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -10903324.000000 Penalty: 1123.203003
	Iteration 11Q: 3 clusters Score -1.090332e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203765 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -10903023.000000 Penalty: 1123.203003
	Iteration 12Q: 3 clusters Score -1.090302e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205258 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -10902509.000000 Penalty: 1123.203003
	Iteration 13Q: 3 clusters Score -1.090251e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206720 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -10902023.000000 Penalty: 1123.203003
	Iteration 14Q: 3 clusters Score -1.090202e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208157 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -10901485.000000 Penalty: 1123.203003
	Iteration 15Q: 3 clusters Score -1.090148e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209508 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -10900853.000000 Penalty: 1123.203003
	Iteration 16Q: 3 clusters Score -1.090085e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210784 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -10900263.000000 Penalty: 1123.203003
	Iteration 17Q: 3 clusters Score -1.090026e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212026 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -10899621.000000 Penalty: 1123.203003
	Iteration 18Q: 3 clusters Score -1.089962e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213153 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -10899088.000000 Penalty: 1123.203003
	Iteration 19Q: 3 clusters Score -1.089909e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214250 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -10898393.000000 Penalty: 1123.203003
	Iteration 20F: 3 clusters Score -1.089839e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215237 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -10897691.000000 Penalty: 1123.203003
	Iteration 21Q: 3 clusters Score -1.089769e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216153 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -10897218.000000 Penalty: 1123.203003
	Iteration 22Q: 3 clusters Score -1.089722e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217018 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -10896720.000000 Penalty: 1123.203003
	Iteration 23Q: 3 clusters Score -1.089672e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217752 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -10896310.000000 Penalty: 1123.203003
	Iteration 24Q: 3 clusters Score -1.089631e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218420 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -10895987.000000 Penalty: 1123.203003
	Iteration 25Q: 3 clusters Score -1.089599e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219028 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -10895608.000000 Penalty: 1123.203003
	Iteration 26Q: 3 clusters Score -1.089561e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219596 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -10895230.000000 Penalty: 1123.203003
	Iteration 27Q: 3 clusters Score -1.089523e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220136 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -10894917.000000 Penalty: 1123.203003
	Iteration 28Q: 3 clusters Score -1.089492e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220599 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -10894615.000000 Penalty: 1123.203003
	Iteration 29Q: 3 clusters Score -1.089462e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221022 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -10894333.000000 Penalty: 1123.203003
	Iteration 30Q: 3 clusters Score -1.089433e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221416 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -10894072.000000 Penalty: 1123.203003
	Iteration 31Q: 3 clusters Score -1.089407e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221796 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -10893842.000000 Penalty: 1123.203003
	Iteration 32Q: 3 clusters Score -1.089384e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222170 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -10893606.000000 Penalty: 1123.203003
	Iteration 33Q: 3 clusters Score -1.089361e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222526 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -10893375.000000 Penalty: 1123.203003
	Iteration 34Q: 3 clusters Score -1.089338e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222824 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -10893203.000000 Penalty: 1123.203003
	Iteration 35Q: 3 clusters Score -1.08932e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223089 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -10892986.000000 Penalty: 1123.203003
	Iteration 36Q: 3 clusters Score -1.089299e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223335 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -10892750.000000 Penalty: 1123.203003
	Iteration 37Q: 3 clusters Score -1.089275e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223534 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -10892602.000000 Penalty: 1123.203003
	Iteration 38Q: 3 clusters Score -1.08926e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223707 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -10892479.000000 Penalty: 1123.203003
	Iteration 39Q: 3 clusters Score -1.089248e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223860 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -10892357.000000 Penalty: 1123.203003
	Iteration 40F: 3 clusters Score -1.089236e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223983 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -10892272.000000 Penalty: 1123.203003
	Iteration 41Q: 3 clusters Score -1.089227e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224084 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -10892203.000000 Penalty: 1123.203003
	Iteration 42Q: 3 clusters Score -1.08922e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224168 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -10892124.000000 Penalty: 1123.203003
	Iteration 43Q: 3 clusters Score -1.089212e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224242 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -10892057.000000 Penalty: 1123.203003
	Iteration 44Q: 3 clusters Score -1.089206e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224297 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -10891982.000000 Penalty: 1123.203003
	Iteration 45Q: 3 clusters Score -1.089198e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224346 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -10891935.000000 Penalty: 1123.203003
	Iteration 46Q: 3 clusters Score -1.089194e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224398 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -10891905.000000 Penalty: 1123.203003
	Iteration 47Q: 3 clusters Score -1.08919e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224447 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -10891874.000000 Penalty: 1123.203003
	Iteration 48Q: 3 clusters Score -1.089187e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224492 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -10891848.000000 Penalty: 1123.203003
	Iteration 49Q: 3 clusters Score -1.089185e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224534 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -10891810.000000 Penalty: 1123.203003
	Iteration 50Q: 3 clusters Score -1.089181e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224582 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -10891749.000000 Penalty: 1123.203003
	Iteration 51Q: 3 clusters Score -1.089175e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224633 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -10891742.000000 Penalty: 1123.203003
	Iteration 52Q: 3 clusters Score -1.089174e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224673 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -10891701.000000 Penalty: 1123.203003
	Iteration 53Q: 3 clusters Score -1.08917e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224705 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -10891662.000000 Penalty: 1123.203003
	Iteration 54Q: 3 clusters Score -1.089166e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224717 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -10891639.000000 Penalty: 1123.203003
	Iteration 55Q: 3 clusters Score -1.089164e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224734 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -10891596.000000 Penalty: 1123.203003
	Iteration 56Q: 3 clusters Score -1.08916e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224750 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -10891559.000000 Penalty: 1123.203003
	Iteration 57Q: 3 clusters Score -1.089156e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224765 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -10891551.000000 Penalty: 1123.203003
	Iteration 58Q: 3 clusters Score -1.089155e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224783 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -10891504.000000 Penalty: 1123.203003
	Iteration 59Q: 3 clusters Score -1.08915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224806 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -10891490.000000 Penalty: 1123.203003
	Iteration 60F: 3 clusters Score -1.089149e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224827 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -10891482.000000 Penalty: 1123.203003
	Iteration 61Q: 3 clusters Score -1.089148e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224835 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -10891455.000000 Penalty: 1123.203003
	Iteration 62Q: 3 clusters Score -1.089146e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224848 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -10891432.000000 Penalty: 1123.203003
	Iteration 63Q: 3 clusters Score -1.089143e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224859 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -10891385.000000 Penalty: 1123.203003
	Iteration 64Q: 3 clusters Score -1.089138e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224860 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -10891369.000000 Penalty: 1123.203003
	Iteration 65Q: 3 clusters Score -1.089137e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224860 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -10891373.000000 Penalty: 1123.203003
	Iteration 66Q: 3 clusters Score -1.089137e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224862 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -10891360.000000 Penalty: 1123.203003
	Iteration 67Q: 3 clusters Score -1.089136e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224859 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -10891361.000000 Penalty: 1123.203003
	Iteration 68Q: 3 clusters Score -1.089136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224851 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -10891344.000000 Penalty: 1123.203003
	Iteration 69Q: 3 clusters Score -1.089134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224844 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -10891353.000000 Penalty: 1123.203003
	Iteration 70Q: 3 clusters Score -1.089135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224835 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -10891350.000000 Penalty: 1123.203003
	Iteration 71Q: 3 clusters Score -1.089135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224828 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -10891340.000000 Penalty: 1123.203003
	Iteration 72Q: 3 clusters Score -1.089134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224819 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -10891342.000000 Penalty: 1123.203003
	Iteration 73Q: 3 clusters Score -1.089134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224810 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -10891340.000000 Penalty: 1123.203003
	Iteration 74Q: 3 clusters Score -1.089134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224813 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -10891341.000000 Penalty: 1123.203003
	Iteration 75Q: 3 clusters Score -1.089134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224816 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -10891331.000000 Penalty: 1123.203003
	Iteration 76Q: 3 clusters Score -1.089133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224815 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -10891322.000000 Penalty: 1123.203003
	Iteration 77Q: 3 clusters Score -1.089132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224813 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -10891323.000000 Penalty: 1123.203003
	Iteration 78Q: 3 clusters Score -1.089132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224811 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -10891316.000000 Penalty: 1123.203003
	Iteration 79Q: 3 clusters Score -1.089132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224817 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -10891312.000000 Penalty: 1123.203003
	Iteration 80F: 3 clusters Score -1.089131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224822 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -10891316.000000 Penalty: 1123.203003
	Iteration 81Q: 3 clusters Score -1.089132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224824 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -10891309.000000 Penalty: 1123.203003
	Iteration 82Q: 3 clusters Score -1.089131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224824 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -10891314.000000 Penalty: 1123.203003
	Iteration 83Q: 3 clusters Score -1.089131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224824 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -10891297.000000 Penalty: 1123.203003
	Iteration 84Q: 3 clusters Score -1.08913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224822 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -10891300.000000 Penalty: 1123.203003
	Iteration 85Q: 3 clusters Score -1.08913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224822 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -10891303.000000 Penalty: 1123.203003
	Iteration 86Q: 3 clusters Score -1.08913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224821 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -10891305.000000 Penalty: 1123.203003
	Iteration 87Q: 3 clusters Score -1.08913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224820 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -10891299.000000 Penalty: 1123.203003
	Iteration 88Q: 3 clusters Score -1.08913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224818 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -10891299.000000 Penalty: 1123.203003
	Iteration 89Q: 3 clusters Score -1.08913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224816 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -10891305.000000 Penalty: 1123.203003
	Iteration 90Q: 3 clusters Score -1.08913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224816 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -10891307.000000 Penalty: 1123.203003
	Iteration 91Q: 3 clusters Score -1.089131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224818 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -10891305.000000 Penalty: 1123.203003
	Iteration 92Q: 3 clusters Score -1.08913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224817 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -10891301.000000 Penalty: 1123.203003
	Iteration 93Q: 3 clusters Score -1.08913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224817 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -10891301.000000 Penalty: 1123.203003
	Iteration 94F: 3 clusters Score -1.08913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 156116 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 8 contains 169551 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 13 contains 41392 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 42032 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 224817 members 
Mstep: Class 20 contains 249997 members 
Mstep: Class 21 contains 373452 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 104008 members 
Mstep: Class 24 contains 917 members 
Mstep: Class 25 contains 604 members 
Mstep: Class 26 contains 4507 members 
Entering Unmasked Estep 
Score: -90338112.000000 Penalty: 17143.244141
Splitting cluster 19 changes total score from -90260544.000000 to -90338112.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (249997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249997 members 
Entering Unmasked Estep 
Score: -12090693.000000 Penalty: 565.528809
	Iteration 0F: 2 clusters Score -1.209069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124745 members 
Mstep: Class 2 contains 125252 members 
Entering Unmasked Estep 
Score: -11950194.000000 Penalty: 1131.057617
	Iteration 0F: 3 clusters Score -1.195019e+07 nChanged 123218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117677 members 
Mstep: Class 2 contains 132320 members 
Entering Unmasked Estep 
Score: -12025554.000000 Penalty: 1131.057617
	Iteration 1F: 3 clusters Score -1.202555e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113675 members 
Mstep: Class 2 contains 136322 members 
Entering Unmasked Estep 
Score: -12030358.000000 Penalty: 1131.057617
	Iteration 2Q: 3 clusters Score -1.203036e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108164 members 
Mstep: Class 2 contains 141833 members 
Entering Unmasked Estep 
Score: -12037679.000000 Penalty: 1131.057617
	Iteration 3Q: 3 clusters Score -1.203768e+07 nChanged 14182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 147983 members 
Entering Unmasked Estep 
Score: -12048621.000000 Penalty: 1131.057617
	Iteration 4F: 3 clusters Score -1.204862e+07 nChanged 16673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 153052 members 
Entering Unmasked Estep 
Score: -12063255.000000 Penalty: 1131.057617
	Iteration 5F: 3 clusters Score -1.206326e+07 nChanged 17375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 155605 members 
Entering Unmasked Estep 
Score: -12077791.000000 Penalty: 1131.057617
	Iteration 6F: 3 clusters Score -1.207779e+07 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -12087305.000000 Penalty: 1131.057617
	Iteration 7F: 3 clusters Score -1.20873e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95700 members 
Mstep: Class 2 contains 154297 members 
Entering Unmasked Estep 
Score: -12091114.000000 Penalty: 1131.057617
	Iteration 8Q: 3 clusters Score -1.209111e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 152541 members 
Entering Unmasked Estep 
Score: -12092914.000000 Penalty: 1131.057617
	Iteration 9Q: 3 clusters Score -1.209291e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 150291 members 
Entering Unmasked Estep 
Score: -12094483.000000 Penalty: 1131.057617
	Iteration 10Q: 3 clusters Score -1.209448e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102585 members 
Mstep: Class 2 contains 147412 members 
Entering Unmasked Estep 
Score: -12096049.000000 Penalty: 1131.057617
	Iteration 11Q: 3 clusters Score -1.209605e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -12097808.000000 Penalty: 1131.057617
	Iteration 12Q: 3 clusters Score -1.209781e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109802 members 
Mstep: Class 2 contains 140195 members 
Entering Unmasked Estep 
Score: -12099897.000000 Penalty: 1131.057617
	Iteration 13Q: 3 clusters Score -1.20999e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114041 members 
Mstep: Class 2 contains 135956 members 
Entering Unmasked Estep 
Score: -12102375.000000 Penalty: 1131.057617
	Iteration 14Q: 3 clusters Score -1.210238e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118411 members 
Mstep: Class 2 contains 131586 members 
Entering Unmasked Estep 
Score: -12104634.000000 Penalty: 1131.057617
	Iteration 15Q: 3 clusters Score -1.210463e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122749 members 
Mstep: Class 2 contains 127248 members 
Entering Unmasked Estep 
Score: -12106835.000000 Penalty: 1131.057617
	Iteration 16Q: 3 clusters Score -1.210684e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126894 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -12108652.000000 Penalty: 1131.057617
	Iteration 17Q: 3 clusters Score -1.210865e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130639 members 
Mstep: Class 2 contains 119358 members 
Entering Unmasked Estep 
Score: -12110083.000000 Penalty: 1131.057617
	Iteration 18Q: 3 clusters Score -1.211008e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134031 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
Score: -12111201.000000 Penalty: 1131.057617
	Iteration 19Q: 3 clusters Score -1.21112e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137181 members 
Mstep: Class 2 contains 112816 members 
Entering Unmasked Estep 
Score: -12112085.000000 Penalty: 1131.057617
	Iteration 20F: 3 clusters Score -1.211208e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140228 members 
Mstep: Class 2 contains 109769 members 
Entering Unmasked Estep 
Score: -12112761.000000 Penalty: 1131.057617
	Iteration 21Q: 3 clusters Score -1.211276e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143043 members 
Mstep: Class 2 contains 106954 members 
Entering Unmasked Estep 
Score: -12113315.000000 Penalty: 1131.057617
	Iteration 22Q: 3 clusters Score -1.211332e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145740 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -12113720.000000 Penalty: 1131.057617
	Iteration 23Q: 3 clusters Score -1.211372e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148367 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -12114093.000000 Penalty: 1131.057617
	Iteration 24Q: 3 clusters Score -1.211409e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -12114407.000000 Penalty: 1131.057617
	Iteration 25Q: 3 clusters Score -1.211441e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153381 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -12114708.000000 Penalty: 1131.057617
	Iteration 26Q: 3 clusters Score -1.211471e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155920 members 
Mstep: Class 2 contains 94077 members 
Entering Unmasked Estep 
Score: -12114988.000000 Penalty: 1131.057617
	Iteration 27Q: 3 clusters Score -1.211499e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -12115351.000000 Penalty: 1131.057617
	Iteration 28Q: 3 clusters Score -1.211535e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160755 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -12115589.000000 Penalty: 1131.057617
	Iteration 29Q: 3 clusters Score -1.211559e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163000 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -12115916.000000 Penalty: 1131.057617
	Iteration 30Q: 3 clusters Score -1.211592e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165023 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
Score: -12116217.000000 Penalty: 1131.057617
	Iteration 31Q: 3 clusters Score -1.211622e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166820 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -12116486.000000 Penalty: 1131.057617
	Iteration 32Q: 3 clusters Score -1.211649e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168378 members 
Mstep: Class 2 contains 81619 members 
Entering Unmasked Estep 
Score: -12116681.000000 Penalty: 1131.057617
	Iteration 33Q: 3 clusters Score -1.211668e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169912 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -12116776.000000 Penalty: 1131.057617
	Iteration 34Q: 3 clusters Score -1.211678e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -12116960.000000 Penalty: 1131.057617
	Iteration 35Q: 3 clusters Score -1.211696e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172744 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -12117111.000000 Penalty: 1131.057617
	Iteration 36Q: 3 clusters Score -1.211711e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174009 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -12117235.000000 Penalty: 1131.057617
	Iteration 37Q: 3 clusters Score -1.211724e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175204 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -12117362.000000 Penalty: 1131.057617
	Iteration 38Q: 3 clusters Score -1.211736e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176346 members 
Mstep: Class 2 contains 73651 members 
Entering Unmasked Estep 
Score: -12117435.000000 Penalty: 1131.057617
	Iteration 39Q: 3 clusters Score -1.211744e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177450 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -12117545.000000 Penalty: 1131.057617
	Iteration 40F: 3 clusters Score -1.211754e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178456 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -12117602.000000 Penalty: 1131.057617
	Iteration 41Q: 3 clusters Score -1.21176e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179449 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -12117687.000000 Penalty: 1131.057617
	Iteration 42Q: 3 clusters Score -1.211769e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180418 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -12117805.000000 Penalty: 1131.057617
	Iteration 43Q: 3 clusters Score -1.21178e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181342 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -12117861.000000 Penalty: 1131.057617
	Iteration 44Q: 3 clusters Score -1.211786e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182185 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -12117982.000000 Penalty: 1131.057617
	Iteration 45Q: 3 clusters Score -1.211798e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183004 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -12118100.000000 Penalty: 1131.057617
	Iteration 46Q: 3 clusters Score -1.21181e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183778 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -12118082.000000 Penalty: 1131.057617
	Iteration 47Q: 3 clusters Score -1.211808e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184500 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -12118171.000000 Penalty: 1131.057617
	Iteration 48Q: 3 clusters Score -1.211817e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185197 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -12118257.000000 Penalty: 1131.057617
	Iteration 49Q: 3 clusters Score -1.211826e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185901 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -12118261.000000 Penalty: 1131.057617
	Iteration 50Q: 3 clusters Score -1.211826e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186609 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -12118272.000000 Penalty: 1131.057617
	Iteration 51Q: 3 clusters Score -1.211827e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187269 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -12118301.000000 Penalty: 1131.057617
	Iteration 52Q: 3 clusters Score -1.21183e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187889 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -12118433.000000 Penalty: 1131.057617
	Iteration 53Q: 3 clusters Score -1.211843e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188508 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -12118444.000000 Penalty: 1131.057617
	Iteration 54Q: 3 clusters Score -1.211844e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189094 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -12118452.000000 Penalty: 1131.057617
	Iteration 55Q: 3 clusters Score -1.211845e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189636 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -12118434.000000 Penalty: 1131.057617
	Iteration 56Q: 3 clusters Score -1.211843e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190168 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -12118436.000000 Penalty: 1131.057617
	Iteration 57Q: 3 clusters Score -1.211844e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190663 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -12118502.000000 Penalty: 1131.057617
	Iteration 58Q: 3 clusters Score -1.21185e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191139 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -12118510.000000 Penalty: 1131.057617
	Iteration 59Q: 3 clusters Score -1.211851e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191616 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -12118536.000000 Penalty: 1131.057617
	Iteration 60F: 3 clusters Score -1.211854e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192060 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -12118519.000000 Penalty: 1131.057617
	Iteration 61Q: 3 clusters Score -1.211852e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192466 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -12118513.000000 Penalty: 1131.057617
	Iteration 62Q: 3 clusters Score -1.211851e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192848 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -12118513.000000 Penalty: 1131.057617
	Iteration 63Q: 3 clusters Score -1.211851e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193235 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -12118516.000000 Penalty: 1131.057617
	Iteration 64Q: 3 clusters Score -1.211852e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193621 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -12118511.000000 Penalty: 1131.057617
	Iteration 65Q: 3 clusters Score -1.211851e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193992 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -12118472.000000 Penalty: 1131.057617
	Iteration 66Q: 3 clusters Score -1.211847e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194368 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -12118488.000000 Penalty: 1131.057617
	Iteration 67Q: 3 clusters Score -1.211849e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194746 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -12118538.000000 Penalty: 1131.057617
	Iteration 68Q: 3 clusters Score -1.211854e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195070 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -12118585.000000 Penalty: 1131.057617
	Iteration 69Q: 3 clusters Score -1.211858e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195395 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -12118580.000000 Penalty: 1131.057617
	Iteration 70Q: 3 clusters Score -1.211858e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195718 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -12118558.000000 Penalty: 1131.057617
	Iteration 71Q: 3 clusters Score -1.211856e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196054 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -12118580.000000 Penalty: 1131.057617
	Iteration 72Q: 3 clusters Score -1.211858e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196387 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -12118618.000000 Penalty: 1131.057617
	Iteration 73Q: 3 clusters Score -1.211862e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196713 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -12118610.000000 Penalty: 1131.057617
	Iteration 74Q: 3 clusters Score -1.211861e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197023 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -12118646.000000 Penalty: 1131.057617
	Iteration 75Q: 3 clusters Score -1.211865e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197391 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -12118727.000000 Penalty: 1131.057617
	Iteration 76Q: 3 clusters Score -1.211873e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197768 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -12118729.000000 Penalty: 1131.057617
	Iteration 77Q: 3 clusters Score -1.211873e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198145 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -12118708.000000 Penalty: 1131.057617
	Iteration 78Q: 3 clusters Score -1.211871e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198548 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -12118750.000000 Penalty: 1131.057617
	Iteration 79Q: 3 clusters Score -1.211875e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198989 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -12118754.000000 Penalty: 1131.057617
	Iteration 80F: 3 clusters Score -1.211875e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199429 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -12118809.000000 Penalty: 1131.057617
	Iteration 81Q: 3 clusters Score -1.211881e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199871 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -12118823.000000 Penalty: 1131.057617
	Iteration 82Q: 3 clusters Score -1.211882e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200344 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -12118885.000000 Penalty: 1131.057617
	Iteration 83Q: 3 clusters Score -1.211888e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200811 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -12118967.000000 Penalty: 1131.057617
	Iteration 84Q: 3 clusters Score -1.211897e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201342 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -12118962.000000 Penalty: 1131.057617
	Iteration 85Q: 3 clusters Score -1.211896e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201843 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -12119016.000000 Penalty: 1131.057617
	Iteration 86Q: 3 clusters Score -1.211902e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202350 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -12119062.000000 Penalty: 1131.057617
	Iteration 87Q: 3 clusters Score -1.211906e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202839 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -12119027.000000 Penalty: 1131.057617
	Iteration 88Q: 3 clusters Score -1.211903e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203325 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -12119044.000000 Penalty: 1131.057617
	Iteration 89Q: 3 clusters Score -1.211904e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203801 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -12119004.000000 Penalty: 1131.057617
	Iteration 90Q: 3 clusters Score -1.2119e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204332 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -12119011.000000 Penalty: 1131.057617
	Iteration 91Q: 3 clusters Score -1.211901e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204845 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -12118985.000000 Penalty: 1131.057617
	Iteration 92Q: 3 clusters Score -1.211898e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205353 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -12118979.000000 Penalty: 1131.057617
	Iteration 93Q: 3 clusters Score -1.211898e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205877 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -12118856.000000 Penalty: 1131.057617
	Iteration 94Q: 3 clusters Score -1.211886e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206410 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -12118847.000000 Penalty: 1131.057617
	Iteration 95Q: 3 clusters Score -1.211885e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206945 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -12118729.000000 Penalty: 1131.057617
	Iteration 96Q: 3 clusters Score -1.211873e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207484 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -12118606.000000 Penalty: 1131.057617
	Iteration 97Q: 3 clusters Score -1.211861e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208012 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -12118527.000000 Penalty: 1131.057617
	Iteration 98Q: 3 clusters Score -1.211853e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208534 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -12118377.000000 Penalty: 1131.057617
	Iteration 99Q: 3 clusters Score -1.211838e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209050 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -12118261.000000 Penalty: 1131.057617
	Iteration 100F: 3 clusters Score -1.211826e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209568 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -12118176.000000 Penalty: 1131.057617
	Iteration 101Q: 3 clusters Score -1.211818e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210084 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -12117936.000000 Penalty: 1131.057617
	Iteration 102Q: 3 clusters Score -1.211794e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210606 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -12117789.000000 Penalty: 1131.057617
	Iteration 103Q: 3 clusters Score -1.211779e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211123 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -12117584.000000 Penalty: 1131.057617
	Iteration 104Q: 3 clusters Score -1.211758e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211667 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -12117396.000000 Penalty: 1131.057617
	Iteration 105Q: 3 clusters Score -1.21174e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212256 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -12117166.000000 Penalty: 1131.057617
	Iteration 106Q: 3 clusters Score -1.211717e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212818 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -12117027.000000 Penalty: 1131.057617
	Iteration 107Q: 3 clusters Score -1.211703e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213404 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -12116766.000000 Penalty: 1131.057617
	Iteration 108Q: 3 clusters Score -1.211677e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213983 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -12116570.000000 Penalty: 1131.057617
	Iteration 109Q: 3 clusters Score -1.211657e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214554 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -12116299.000000 Penalty: 1131.057617
	Iteration 110Q: 3 clusters Score -1.21163e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215113 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -12116031.000000 Penalty: 1131.057617
	Iteration 111Q: 3 clusters Score -1.211603e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215627 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -12115746.000000 Penalty: 1131.057617
	Iteration 112Q: 3 clusters Score -1.211575e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216117 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -12115462.000000 Penalty: 1131.057617
	Iteration 113Q: 3 clusters Score -1.211546e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216590 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -12115192.000000 Penalty: 1131.057617
	Iteration 114Q: 3 clusters Score -1.211519e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217041 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -12114951.000000 Penalty: 1131.057617
	Iteration 115Q: 3 clusters Score -1.211495e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217485 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -12114707.000000 Penalty: 1131.057617
	Iteration 116Q: 3 clusters Score -1.211471e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217896 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -12114450.000000 Penalty: 1131.057617
	Iteration 117Q: 3 clusters Score -1.211445e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218334 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -12114233.000000 Penalty: 1131.057617
	Iteration 118Q: 3 clusters Score -1.211423e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218760 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -12114004.000000 Penalty: 1131.057617
	Iteration 119Q: 3 clusters Score -1.2114e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219184 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -12113684.000000 Penalty: 1131.057617
	Iteration 120F: 3 clusters Score -1.211368e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219576 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -12113407.000000 Penalty: 1131.057617
	Iteration 121Q: 3 clusters Score -1.211341e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219924 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -12113224.000000 Penalty: 1131.057617
	Iteration 122Q: 3 clusters Score -1.211322e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220254 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -12113029.000000 Penalty: 1131.057617
	Iteration 123Q: 3 clusters Score -1.211303e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220586 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -12112757.000000 Penalty: 1131.057617
	Iteration 124Q: 3 clusters Score -1.211276e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220905 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -12112477.000000 Penalty: 1131.057617
	Iteration 125Q: 3 clusters Score -1.211248e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221190 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -12112297.000000 Penalty: 1131.057617
	Iteration 126Q: 3 clusters Score -1.21123e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221474 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -12112046.000000 Penalty: 1131.057617
	Iteration 127Q: 3 clusters Score -1.211205e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221738 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -12111856.000000 Penalty: 1131.057617
	Iteration 128Q: 3 clusters Score -1.211186e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222030 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -12111652.000000 Penalty: 1131.057617
	Iteration 129Q: 3 clusters Score -1.211165e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222352 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -12111396.000000 Penalty: 1131.057617
	Iteration 130Q: 3 clusters Score -1.21114e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222662 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -12111172.000000 Penalty: 1131.057617
	Iteration 131Q: 3 clusters Score -1.211117e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222974 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -12110963.000000 Penalty: 1131.057617
	Iteration 132Q: 3 clusters Score -1.211096e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223277 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -12110747.000000 Penalty: 1131.057617
	Iteration 133Q: 3 clusters Score -1.211075e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223561 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -12110573.000000 Penalty: 1131.057617
	Iteration 134Q: 3 clusters Score -1.211057e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223841 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -12110395.000000 Penalty: 1131.057617
	Iteration 135Q: 3 clusters Score -1.21104e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224116 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -12110210.000000 Penalty: 1131.057617
	Iteration 136Q: 3 clusters Score -1.211021e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224380 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -12110047.000000 Penalty: 1131.057617
	Iteration 137Q: 3 clusters Score -1.211005e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224637 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -12109842.000000 Penalty: 1131.057617
	Iteration 138Q: 3 clusters Score -1.210984e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224897 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -12109700.000000 Penalty: 1131.057617
	Iteration 139Q: 3 clusters Score -1.21097e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225141 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -12109547.000000 Penalty: 1131.057617
	Iteration 140F: 3 clusters Score -1.210955e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225408 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -12109363.000000 Penalty: 1131.057617
	Iteration 141Q: 3 clusters Score -1.210936e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225673 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -12109192.000000 Penalty: 1131.057617
	Iteration 142Q: 3 clusters Score -1.210919e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225920 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -12109040.000000 Penalty: 1131.057617
	Iteration 143Q: 3 clusters Score -1.210904e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226146 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -12108875.000000 Penalty: 1131.057617
	Iteration 144Q: 3 clusters Score -1.210888e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226353 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -12108739.000000 Penalty: 1131.057617
	Iteration 145Q: 3 clusters Score -1.210874e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226563 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -12108600.000000 Penalty: 1131.057617
	Iteration 146Q: 3 clusters Score -1.21086e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226749 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -12108421.000000 Penalty: 1131.057617
	Iteration 147Q: 3 clusters Score -1.210842e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226931 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -12108256.000000 Penalty: 1131.057617
	Iteration 148Q: 3 clusters Score -1.210826e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227093 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -12108121.000000 Penalty: 1131.057617
	Iteration 149Q: 3 clusters Score -1.210812e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227259 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -12108004.000000 Penalty: 1131.057617
	Iteration 150Q: 3 clusters Score -1.2108e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227397 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -12107883.000000 Penalty: 1131.057617
	Iteration 151Q: 3 clusters Score -1.210788e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227540 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -12107760.000000 Penalty: 1131.057617
	Iteration 152Q: 3 clusters Score -1.210776e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227665 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -12107642.000000 Penalty: 1131.057617
	Iteration 153Q: 3 clusters Score -1.210764e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227785 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -12107581.000000 Penalty: 1131.057617
	Iteration 154Q: 3 clusters Score -1.210758e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227903 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -12107475.000000 Penalty: 1131.057617
	Iteration 155Q: 3 clusters Score -1.210748e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228028 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -12107369.000000 Penalty: 1131.057617
	Iteration 156Q: 3 clusters Score -1.210737e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228142 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -12107295.000000 Penalty: 1131.057617
	Iteration 157Q: 3 clusters Score -1.21073e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228266 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -12107163.000000 Penalty: 1131.057617
	Iteration 158Q: 3 clusters Score -1.210716e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228383 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -12107088.000000 Penalty: 1131.057617
	Iteration 159Q: 3 clusters Score -1.210709e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228502 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -12106968.000000 Penalty: 1131.057617
	Iteration 160F: 3 clusters Score -1.210697e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228616 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -12106896.000000 Penalty: 1131.057617
	Iteration 161Q: 3 clusters Score -1.21069e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228728 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -12106839.000000 Penalty: 1131.057617
	Iteration 162Q: 3 clusters Score -1.210684e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228851 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -12106746.000000 Penalty: 1131.057617
	Iteration 163Q: 3 clusters Score -1.210675e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228941 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -12106648.000000 Penalty: 1131.057617
	Iteration 164Q: 3 clusters Score -1.210665e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229034 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -12106581.000000 Penalty: 1131.057617
	Iteration 165Q: 3 clusters Score -1.210658e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229119 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -12106505.000000 Penalty: 1131.057617
	Iteration 166Q: 3 clusters Score -1.21065e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229215 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -12106405.000000 Penalty: 1131.057617
	Iteration 167Q: 3 clusters Score -1.21064e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229313 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -12106352.000000 Penalty: 1131.057617
	Iteration 168Q: 3 clusters Score -1.210635e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229400 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -12106245.000000 Penalty: 1131.057617
	Iteration 169Q: 3 clusters Score -1.210624e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229478 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -12106178.000000 Penalty: 1131.057617
	Iteration 170Q: 3 clusters Score -1.210618e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229563 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -12106126.000000 Penalty: 1131.057617
	Iteration 171Q: 3 clusters Score -1.210613e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229646 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -12106040.000000 Penalty: 1131.057617
	Iteration 172Q: 3 clusters Score -1.210604e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229723 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -12105979.000000 Penalty: 1131.057617
	Iteration 173Q: 3 clusters Score -1.210598e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229791 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -12105961.000000 Penalty: 1131.057617
	Iteration 174Q: 3 clusters Score -1.210596e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229846 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -12105917.000000 Penalty: 1131.057617
	Iteration 175Q: 3 clusters Score -1.210592e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229893 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -12105904.000000 Penalty: 1131.057617
	Iteration 176Q: 3 clusters Score -1.21059e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229944 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -12105850.000000 Penalty: 1131.057617
	Iteration 177Q: 3 clusters Score -1.210585e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229998 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -12105820.000000 Penalty: 1131.057617
	Iteration 178Q: 3 clusters Score -1.210582e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230058 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -12105830.000000 Penalty: 1131.057617
	Iteration 179Q: 3 clusters Score -1.210583e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230115 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -12105797.000000 Penalty: 1131.057617
	Iteration 180F: 3 clusters Score -1.21058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230148 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -12105774.000000 Penalty: 1131.057617
	Iteration 181Q: 3 clusters Score -1.210577e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230178 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -12105757.000000 Penalty: 1131.057617
	Iteration 182Q: 3 clusters Score -1.210576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230214 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -12105733.000000 Penalty: 1131.057617
	Iteration 183Q: 3 clusters Score -1.210573e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230249 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -12105712.000000 Penalty: 1131.057617
	Iteration 184Q: 3 clusters Score -1.210571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230275 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -12105697.000000 Penalty: 1131.057617
	Iteration 185Q: 3 clusters Score -1.21057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230304 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -12105668.000000 Penalty: 1131.057617
	Iteration 186Q: 3 clusters Score -1.210567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230332 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -12105652.000000 Penalty: 1131.057617
	Iteration 187Q: 3 clusters Score -1.210565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230360 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -12105629.000000 Penalty: 1131.057617
	Iteration 188Q: 3 clusters Score -1.210563e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230389 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -12105615.000000 Penalty: 1131.057617
	Iteration 189Q: 3 clusters Score -1.210562e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230423 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -12105569.000000 Penalty: 1131.057617
	Iteration 190Q: 3 clusters Score -1.210557e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230463 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -12105542.000000 Penalty: 1131.057617
	Iteration 191Q: 3 clusters Score -1.210554e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230496 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -12105509.000000 Penalty: 1131.057617
	Iteration 192Q: 3 clusters Score -1.210551e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230520 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -12105500.000000 Penalty: 1131.057617
	Iteration 193Q: 3 clusters Score -1.21055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230536 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -12105492.000000 Penalty: 1131.057617
	Iteration 194Q: 3 clusters Score -1.210549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230552 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -12105488.000000 Penalty: 1131.057617
	Iteration 195Q: 3 clusters Score -1.210549e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230573 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -12105487.000000 Penalty: 1131.057617
	Iteration 196Q: 3 clusters Score -1.210549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230588 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -12105486.000000 Penalty: 1131.057617
	Iteration 197Q: 3 clusters Score -1.210549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230601 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -12105468.000000 Penalty: 1131.057617
	Iteration 198Q: 3 clusters Score -1.210547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230614 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -12105453.000000 Penalty: 1131.057617
	Iteration 199Q: 3 clusters Score -1.210545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230632 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -12105455.000000 Penalty: 1131.057617
	Iteration 200F: 3 clusters Score -1.210546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230654 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -12105448.000000 Penalty: 1131.057617
	Iteration 201Q: 3 clusters Score -1.210545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230681 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -12105437.000000 Penalty: 1131.057617
	Iteration 202Q: 3 clusters Score -1.210544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230705 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -12105408.000000 Penalty: 1131.057617
	Iteration 203Q: 3 clusters Score -1.210541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230723 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -12105384.000000 Penalty: 1131.057617
	Iteration 204Q: 3 clusters Score -1.210538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230735 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -12105383.000000 Penalty: 1131.057617
	Iteration 205Q: 3 clusters Score -1.210538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230744 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -12105366.000000 Penalty: 1131.057617
	Iteration 206Q: 3 clusters Score -1.210537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230756 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -12105351.000000 Penalty: 1131.057617
	Iteration 207Q: 3 clusters Score -1.210535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230764 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -12105347.000000 Penalty: 1131.057617
	Iteration 208Q: 3 clusters Score -1.210535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230775 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -12105333.000000 Penalty: 1131.057617
	Iteration 209Q: 3 clusters Score -1.210533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230785 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -12105327.000000 Penalty: 1131.057617
	Iteration 210Q: 3 clusters Score -1.210533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230791 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -12105327.000000 Penalty: 1131.057617
	Iteration 211Q: 3 clusters Score -1.210533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230796 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -12105317.000000 Penalty: 1131.057617
	Iteration 212Q: 3 clusters Score -1.210532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230799 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -12105317.000000 Penalty: 1131.057617
	Iteration 213Q: 3 clusters Score -1.210532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230799 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -12105317.000000 Penalty: 1131.057617
	Iteration 214F: 3 clusters Score -1.210532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 156116 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 8 contains 169551 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 13 contains 41392 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 42032 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 224817 members 
Mstep: Class 20 contains 230799 members 
Mstep: Class 21 contains 373452 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 104008 members 
Mstep: Class 24 contains 917 members 
Mstep: Class 25 contains 604 members 
Mstep: Class 26 contains 4507 members 
Mstep: Class 27 contains 19198 members 
Entering Unmasked Estep 
Score: -90350344.000000 Penalty: 17802.599609
Splitting cluster 20 changes total score from -90260544.000000 to -90350344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (373452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373452 members 
Entering Unmasked Estep 
Score: -18263808.000000 Penalty: 583.789795
	Iteration 0F: 2 clusters Score -1.826381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186565 members 
Mstep: Class 2 contains 186887 members 
Entering Unmasked Estep 
Score: -18162842.000000 Penalty: 1167.579590
	Iteration 0F: 3 clusters Score -1.816284e+07 nChanged 184537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173818 members 
Mstep: Class 2 contains 199634 members 
Entering Unmasked Estep 
Score: -18282654.000000 Penalty: 1167.579590
	Iteration 1F: 3 clusters Score -1.828265e+07 nChanged 20473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167941 members 
Mstep: Class 2 contains 205511 members 
Entering Unmasked Estep 
Score: -18293544.000000 Penalty: 1167.579590
	Iteration 2F: 3 clusters Score -1.829354e+07 nChanged 25834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164007 members 
Mstep: Class 2 contains 209445 members 
Entering Unmasked Estep 
Score: -18312140.000000 Penalty: 1167.579590
	Iteration 3F: 3 clusters Score -1.831214e+07 nChanged 30761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165578 members 
Mstep: Class 2 contains 207874 members 
Entering Unmasked Estep 
Score: -18336532.000000 Penalty: 1167.579590
	Iteration 4F: 3 clusters Score -1.833653e+07 nChanged 28274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171622 members 
Mstep: Class 2 contains 201830 members 
Entering Unmasked Estep 
Score: -18352188.000000 Penalty: 1167.579590
	Iteration 5F: 3 clusters Score -1.835219e+07 nChanged 17990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176812 members 
Mstep: Class 2 contains 196640 members 
Entering Unmasked Estep 
Score: -18355754.000000 Penalty: 1167.579590
	Iteration 6Q: 3 clusters Score -1.835575e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181048 members 
Mstep: Class 2 contains 192404 members 
Entering Unmasked Estep 
Score: -18356308.000000 Penalty: 1167.579590
	Iteration 7Q: 3 clusters Score -1.835631e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184299 members 
Mstep: Class 2 contains 189153 members 
Entering Unmasked Estep 
Score: -18356244.000000 Penalty: 1167.579590
	Iteration 8Q: 3 clusters Score -1.835624e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186919 members 
Mstep: Class 2 contains 186533 members 
Entering Unmasked Estep 
Score: -18355958.000000 Penalty: 1167.579590
	Iteration 9Q: 3 clusters Score -1.835596e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189015 members 
Mstep: Class 2 contains 184437 members 
Entering Unmasked Estep 
Score: -18355496.000000 Penalty: 1167.579590
	Iteration 10Q: 3 clusters Score -1.83555e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190422 members 
Mstep: Class 2 contains 183030 members 
Entering Unmasked Estep 
Score: -18354704.000000 Penalty: 1167.579590
	Iteration 11Q: 3 clusters Score -1.83547e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191340 members 
Mstep: Class 2 contains 182112 members 
Entering Unmasked Estep 
Score: -18353480.000000 Penalty: 1167.579590
	Iteration 12Q: 3 clusters Score -1.835348e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191853 members 
Mstep: Class 2 contains 181599 members 
Entering Unmasked Estep 
Score: -18352108.000000 Penalty: 1167.579590
	Iteration 13Q: 3 clusters Score -1.835211e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192101 members 
Mstep: Class 2 contains 181351 members 
Entering Unmasked Estep 
Score: -18350706.000000 Penalty: 1167.579590
	Iteration 14Q: 3 clusters Score -1.835071e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192057 members 
Mstep: Class 2 contains 181395 members 
Entering Unmasked Estep 
Score: -18349378.000000 Penalty: 1167.579590
	Iteration 15Q: 3 clusters Score -1.834938e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191740 members 
Mstep: Class 2 contains 181712 members 
Entering Unmasked Estep 
Score: -18348338.000000 Penalty: 1167.579590
	Iteration 16Q: 3 clusters Score -1.834834e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191252 members 
Mstep: Class 2 contains 182200 members 
Entering Unmasked Estep 
Score: -18347450.000000 Penalty: 1167.579590
	Iteration 17Q: 3 clusters Score -1.834745e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190706 members 
Mstep: Class 2 contains 182746 members 
Entering Unmasked Estep 
Score: -18346644.000000 Penalty: 1167.579590
	Iteration 18Q: 3 clusters Score -1.834664e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190056 members 
Mstep: Class 2 contains 183396 members 
Entering Unmasked Estep 
Score: -18345802.000000 Penalty: 1167.579590
	Iteration 19Q: 3 clusters Score -1.83458e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189263 members 
Mstep: Class 2 contains 184189 members 
Entering Unmasked Estep 
Score: -18345334.000000 Penalty: 1167.579590
	Iteration 20F: 3 clusters Score -1.834533e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188547 members 
Mstep: Class 2 contains 184905 members 
Entering Unmasked Estep 
Score: -18344798.000000 Penalty: 1167.579590
	Iteration 21Q: 3 clusters Score -1.83448e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187806 members 
Mstep: Class 2 contains 185646 members 
Entering Unmasked Estep 
Score: -18344536.000000 Penalty: 1167.579590
	Iteration 22Q: 3 clusters Score -1.834454e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187105 members 
Mstep: Class 2 contains 186347 members 
Entering Unmasked Estep 
Score: -18344158.000000 Penalty: 1167.579590
	Iteration 23Q: 3 clusters Score -1.834416e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186376 members 
Mstep: Class 2 contains 187076 members 
Entering Unmasked Estep 
Score: -18343876.000000 Penalty: 1167.579590
	Iteration 24Q: 3 clusters Score -1.834388e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185615 members 
Mstep: Class 2 contains 187837 members 
Entering Unmasked Estep 
Score: -18343758.000000 Penalty: 1167.579590
	Iteration 25Q: 3 clusters Score -1.834376e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184886 members 
Mstep: Class 2 contains 188566 members 
Entering Unmasked Estep 
Score: -18343468.000000 Penalty: 1167.579590
	Iteration 26Q: 3 clusters Score -1.834347e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184152 members 
Mstep: Class 2 contains 189300 members 
Entering Unmasked Estep 
Score: -18343478.000000 Penalty: 1167.579590
	Iteration 27Q: 3 clusters Score -1.834348e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183457 members 
Mstep: Class 2 contains 189995 members 
Entering Unmasked Estep 
Score: -18343470.000000 Penalty: 1167.579590
	Iteration 28Q: 3 clusters Score -1.834347e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182747 members 
Mstep: Class 2 contains 190705 members 
Entering Unmasked Estep 
Score: -18343516.000000 Penalty: 1167.579590
	Iteration 29Q: 3 clusters Score -1.834352e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182026 members 
Mstep: Class 2 contains 191426 members 
Entering Unmasked Estep 
Score: -18343648.000000 Penalty: 1167.579590
	Iteration 30Q: 3 clusters Score -1.834365e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181379 members 
Mstep: Class 2 contains 192073 members 
Entering Unmasked Estep 
Score: -18343612.000000 Penalty: 1167.579590
	Iteration 31Q: 3 clusters Score -1.834361e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180782 members 
Mstep: Class 2 contains 192670 members 
Entering Unmasked Estep 
Score: -18343720.000000 Penalty: 1167.579590
	Iteration 32Q: 3 clusters Score -1.834372e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180246 members 
Mstep: Class 2 contains 193206 members 
Entering Unmasked Estep 
Score: -18343630.000000 Penalty: 1167.579590
	Iteration 33Q: 3 clusters Score -1.834363e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179749 members 
Mstep: Class 2 contains 193703 members 
Entering Unmasked Estep 
Score: -18343630.000000 Penalty: 1167.579590
	Iteration 34Q: 3 clusters Score -1.834363e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179277 members 
Mstep: Class 2 contains 194175 members 
Entering Unmasked Estep 
Score: -18343862.000000 Penalty: 1167.579590
	Iteration 35Q: 3 clusters Score -1.834386e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178802 members 
Mstep: Class 2 contains 194650 members 
Entering Unmasked Estep 
Score: -18343986.000000 Penalty: 1167.579590
	Iteration 36Q: 3 clusters Score -1.834399e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178370 members 
Mstep: Class 2 contains 195082 members 
Entering Unmasked Estep 
Score: -18344282.000000 Penalty: 1167.579590
	Iteration 37Q: 3 clusters Score -1.834428e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177942 members 
Mstep: Class 2 contains 195510 members 
Entering Unmasked Estep 
Score: -18344532.000000 Penalty: 1167.579590
	Iteration 38Q: 3 clusters Score -1.834453e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177546 members 
Mstep: Class 2 contains 195906 members 
Entering Unmasked Estep 
Score: -18344702.000000 Penalty: 1167.579590
	Iteration 39Q: 3 clusters Score -1.83447e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177101 members 
Mstep: Class 2 contains 196351 members 
Entering Unmasked Estep 
Score: -18344908.000000 Penalty: 1167.579590
	Iteration 40F: 3 clusters Score -1.834491e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176720 members 
Mstep: Class 2 contains 196732 members 
Entering Unmasked Estep 
Score: -18345110.000000 Penalty: 1167.579590
	Iteration 41Q: 3 clusters Score -1.834511e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176306 members 
Mstep: Class 2 contains 197146 members 
Entering Unmasked Estep 
Score: -18345296.000000 Penalty: 1167.579590
	Iteration 42Q: 3 clusters Score -1.83453e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175948 members 
Mstep: Class 2 contains 197504 members 
Entering Unmasked Estep 
Score: -18345552.000000 Penalty: 1167.579590
	Iteration 43Q: 3 clusters Score -1.834555e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175577 members 
Mstep: Class 2 contains 197875 members 
Entering Unmasked Estep 
Score: -18345836.000000 Penalty: 1167.579590
	Iteration 44Q: 3 clusters Score -1.834584e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175169 members 
Mstep: Class 2 contains 198283 members 
Entering Unmasked Estep 
Score: -18346012.000000 Penalty: 1167.579590
	Iteration 45Q: 3 clusters Score -1.834601e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174822 members 
Mstep: Class 2 contains 198630 members 
Entering Unmasked Estep 
Score: -18346124.000000 Penalty: 1167.579590
	Iteration 46Q: 3 clusters Score -1.834612e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174442 members 
Mstep: Class 2 contains 199010 members 
Entering Unmasked Estep 
Score: -18346368.000000 Penalty: 1167.579590
	Iteration 47Q: 3 clusters Score -1.834637e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174082 members 
Mstep: Class 2 contains 199370 members 
Entering Unmasked Estep 
Score: -18346468.000000 Penalty: 1167.579590
	Iteration 48Q: 3 clusters Score -1.834647e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173756 members 
Mstep: Class 2 contains 199696 members 
Entering Unmasked Estep 
Score: -18346572.000000 Penalty: 1167.579590
	Iteration 49Q: 3 clusters Score -1.834657e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173492 members 
Mstep: Class 2 contains 199960 members 
Entering Unmasked Estep 
Score: -18346802.000000 Penalty: 1167.579590
	Iteration 50Q: 3 clusters Score -1.83468e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173232 members 
Mstep: Class 2 contains 200220 members 
Entering Unmasked Estep 
Score: -18347052.000000 Penalty: 1167.579590
	Iteration 51Q: 3 clusters Score -1.834705e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173046 members 
Mstep: Class 2 contains 200406 members 
Entering Unmasked Estep 
Score: -18347276.000000 Penalty: 1167.579590
	Iteration 52Q: 3 clusters Score -1.834728e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172820 members 
Mstep: Class 2 contains 200632 members 
Entering Unmasked Estep 
Score: -18347352.000000 Penalty: 1167.579590
	Iteration 53Q: 3 clusters Score -1.834735e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172575 members 
Mstep: Class 2 contains 200877 members 
Entering Unmasked Estep 
Score: -18347370.000000 Penalty: 1167.579590
	Iteration 54Q: 3 clusters Score -1.834737e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172358 members 
Mstep: Class 2 contains 201094 members 
Entering Unmasked Estep 
Score: -18347502.000000 Penalty: 1167.579590
	Iteration 55Q: 3 clusters Score -1.83475e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172151 members 
Mstep: Class 2 contains 201301 members 
Entering Unmasked Estep 
Score: -18347606.000000 Penalty: 1167.579590
	Iteration 56Q: 3 clusters Score -1.834761e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171977 members 
Mstep: Class 2 contains 201475 members 
Entering Unmasked Estep 
Score: -18347724.000000 Penalty: 1167.579590
	Iteration 57Q: 3 clusters Score -1.834772e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171826 members 
Mstep: Class 2 contains 201626 members 
Entering Unmasked Estep 
Score: -18347876.000000 Penalty: 1167.579590
	Iteration 58Q: 3 clusters Score -1.834788e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171692 members 
Mstep: Class 2 contains 201760 members 
Entering Unmasked Estep 
Score: -18348012.000000 Penalty: 1167.579590
	Iteration 59Q: 3 clusters Score -1.834801e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171558 members 
Mstep: Class 2 contains 201894 members 
Entering Unmasked Estep 
Score: -18348156.000000 Penalty: 1167.579590
	Iteration 60F: 3 clusters Score -1.834816e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171453 members 
Mstep: Class 2 contains 201999 members 
Entering Unmasked Estep 
Score: -18348282.000000 Penalty: 1167.579590
	Iteration 61Q: 3 clusters Score -1.834828e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171334 members 
Mstep: Class 2 contains 202118 members 
Entering Unmasked Estep 
Score: -18348344.000000 Penalty: 1167.579590
	Iteration 62Q: 3 clusters Score -1.834834e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 202177 members 
Entering Unmasked Estep 
Score: -18348468.000000 Penalty: 1167.579590
	Iteration 63Q: 3 clusters Score -1.834847e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 202246 members 
Entering Unmasked Estep 
Score: -18348636.000000 Penalty: 1167.579590
	Iteration 64Q: 3 clusters Score -1.834864e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171124 members 
Mstep: Class 2 contains 202328 members 
Entering Unmasked Estep 
Score: -18348800.000000 Penalty: 1167.579590
	Iteration 65Q: 3 clusters Score -1.83488e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171051 members 
Mstep: Class 2 contains 202401 members 
Entering Unmasked Estep 
Score: -18348982.000000 Penalty: 1167.579590
	Iteration 66Q: 3 clusters Score -1.834898e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 202488 members 
Entering Unmasked Estep 
Score: -18349162.000000 Penalty: 1167.579590
	Iteration 67Q: 3 clusters Score -1.834916e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170842 members 
Mstep: Class 2 contains 202610 members 
Entering Unmasked Estep 
Score: -18349332.000000 Penalty: 1167.579590
	Iteration 68Q: 3 clusters Score -1.834933e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170722 members 
Mstep: Class 2 contains 202730 members 
Entering Unmasked Estep 
Score: -18349570.000000 Penalty: 1167.579590
	Iteration 69Q: 3 clusters Score -1.834957e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170596 members 
Mstep: Class 2 contains 202856 members 
Entering Unmasked Estep 
Score: -18349680.000000 Penalty: 1167.579590
	Iteration 70Q: 3 clusters Score -1.834968e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 202925 members 
Entering Unmasked Estep 
Score: -18349802.000000 Penalty: 1167.579590
	Iteration 71Q: 3 clusters Score -1.83498e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170462 members 
Mstep: Class 2 contains 202990 members 
Entering Unmasked Estep 
Score: -18350066.000000 Penalty: 1167.579590
	Iteration 72Q: 3 clusters Score -1.835007e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170424 members 
Mstep: Class 2 contains 203028 members 
Entering Unmasked Estep 
Score: -18350370.000000 Penalty: 1167.579590
	Iteration 73Q: 3 clusters Score -1.835037e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170422 members 
Mstep: Class 2 contains 203030 members 
Entering Unmasked Estep 
Score: -18350622.000000 Penalty: 1167.579590
	Iteration 74Q: 3 clusters Score -1.835062e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170424 members 
Mstep: Class 2 contains 203028 members 
Entering Unmasked Estep 
Score: -18350852.000000 Penalty: 1167.579590
	Iteration 75Q: 3 clusters Score -1.835085e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170420 members 
Mstep: Class 2 contains 203032 members 
Entering Unmasked Estep 
Score: -18351052.000000 Penalty: 1167.579590
	Iteration 76Q: 3 clusters Score -1.835105e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170478 members 
Mstep: Class 2 contains 202974 members 
Entering Unmasked Estep 
Score: -18351366.000000 Penalty: 1167.579590
	Iteration 77Q: 3 clusters Score -1.835137e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170511 members 
Mstep: Class 2 contains 202941 members 
Entering Unmasked Estep 
Score: -18351712.000000 Penalty: 1167.579590
	Iteration 78Q: 3 clusters Score -1.835171e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170570 members 
Mstep: Class 2 contains 202882 members 
Entering Unmasked Estep 
Score: -18352008.000000 Penalty: 1167.579590
	Iteration 79Q: 3 clusters Score -1.835201e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170625 members 
Mstep: Class 2 contains 202827 members 
Entering Unmasked Estep 
Score: -18352190.000000 Penalty: 1167.579590
	Iteration 80F: 3 clusters Score -1.835219e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170682 members 
Mstep: Class 2 contains 202770 members 
Entering Unmasked Estep 
Score: -18352382.000000 Penalty: 1167.579590
	Iteration 81Q: 3 clusters Score -1.835238e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170760 members 
Mstep: Class 2 contains 202692 members 
Entering Unmasked Estep 
Score: -18352666.000000 Penalty: 1167.579590
	Iteration 82Q: 3 clusters Score -1.835267e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170807 members 
Mstep: Class 2 contains 202645 members 
Entering Unmasked Estep 
Score: -18352804.000000 Penalty: 1167.579590
	Iteration 83Q: 3 clusters Score -1.83528e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170893 members 
Mstep: Class 2 contains 202559 members 
Entering Unmasked Estep 
Score: -18353068.000000 Penalty: 1167.579590
	Iteration 84Q: 3 clusters Score -1.835307e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170963 members 
Mstep: Class 2 contains 202489 members 
Entering Unmasked Estep 
Score: -18353304.000000 Penalty: 1167.579590
	Iteration 85Q: 3 clusters Score -1.83533e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171050 members 
Mstep: Class 2 contains 202402 members 
Entering Unmasked Estep 
Score: -18353464.000000 Penalty: 1167.579590
	Iteration 86Q: 3 clusters Score -1.835346e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171109 members 
Mstep: Class 2 contains 202343 members 
Entering Unmasked Estep 
Score: -18353610.000000 Penalty: 1167.579590
	Iteration 87Q: 3 clusters Score -1.835361e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171187 members 
Mstep: Class 2 contains 202265 members 
Entering Unmasked Estep 
Score: -18353846.000000 Penalty: 1167.579590
	Iteration 88Q: 3 clusters Score -1.835385e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171314 members 
Mstep: Class 2 contains 202138 members 
Entering Unmasked Estep 
Score: -18354200.000000 Penalty: 1167.579590
	Iteration 89Q: 3 clusters Score -1.83542e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171455 members 
Mstep: Class 2 contains 201997 members 
Entering Unmasked Estep 
Score: -18354392.000000 Penalty: 1167.579590
	Iteration 90Q: 3 clusters Score -1.835439e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171518 members 
Mstep: Class 2 contains 201934 members 
Entering Unmasked Estep 
Score: -18354590.000000 Penalty: 1167.579590
	Iteration 91Q: 3 clusters Score -1.835459e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171612 members 
Mstep: Class 2 contains 201840 members 
Entering Unmasked Estep 
Score: -18354860.000000 Penalty: 1167.579590
	Iteration 92Q: 3 clusters Score -1.835486e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171680 members 
Mstep: Class 2 contains 201772 members 
Entering Unmasked Estep 
Score: -18355146.000000 Penalty: 1167.579590
	Iteration 93Q: 3 clusters Score -1.835515e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171779 members 
Mstep: Class 2 contains 201673 members 
Entering Unmasked Estep 
Score: -18355356.000000 Penalty: 1167.579590
	Iteration 94Q: 3 clusters Score -1.835536e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171889 members 
Mstep: Class 2 contains 201563 members 
Entering Unmasked Estep 
Score: -18355608.000000 Penalty: 1167.579590
	Iteration 95Q: 3 clusters Score -1.835561e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171961 members 
Mstep: Class 2 contains 201491 members 
Entering Unmasked Estep 
Score: -18355820.000000 Penalty: 1167.579590
	Iteration 96Q: 3 clusters Score -1.835582e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172023 members 
Mstep: Class 2 contains 201429 members 
Entering Unmasked Estep 
Score: -18355954.000000 Penalty: 1167.579590
	Iteration 97Q: 3 clusters Score -1.835595e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172060 members 
Mstep: Class 2 contains 201392 members 
Entering Unmasked Estep 
Score: -18356120.000000 Penalty: 1167.579590
	Iteration 98Q: 3 clusters Score -1.835612e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172092 members 
Mstep: Class 2 contains 201360 members 
Entering Unmasked Estep 
Score: -18356190.000000 Penalty: 1167.579590
	Iteration 99Q: 3 clusters Score -1.835619e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172117 members 
Mstep: Class 2 contains 201335 members 
Entering Unmasked Estep 
Score: -18356354.000000 Penalty: 1167.579590
	Iteration 100F: 3 clusters Score -1.835635e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172137 members 
Mstep: Class 2 contains 201315 members 
Entering Unmasked Estep 
Score: -18356454.000000 Penalty: 1167.579590
	Iteration 101Q: 3 clusters Score -1.835645e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172162 members 
Mstep: Class 2 contains 201290 members 
Entering Unmasked Estep 
Score: -18356586.000000 Penalty: 1167.579590
	Iteration 102Q: 3 clusters Score -1.835659e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172157 members 
Mstep: Class 2 contains 201295 members 
Entering Unmasked Estep 
Score: -18356678.000000 Penalty: 1167.579590
	Iteration 103Q: 3 clusters Score -1.835668e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172145 members 
Mstep: Class 2 contains 201307 members 
Entering Unmasked Estep 
Score: -18356750.000000 Penalty: 1167.579590
	Iteration 104Q: 3 clusters Score -1.835675e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172139 members 
Mstep: Class 2 contains 201313 members 
Entering Unmasked Estep 
Score: -18356820.000000 Penalty: 1167.579590
	Iteration 105Q: 3 clusters Score -1.835682e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172134 members 
Mstep: Class 2 contains 201318 members 
Entering Unmasked Estep 
Score: -18356912.000000 Penalty: 1167.579590
	Iteration 106Q: 3 clusters Score -1.835691e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172131 members 
Mstep: Class 2 contains 201321 members 
Entering Unmasked Estep 
Score: -18356980.000000 Penalty: 1167.579590
	Iteration 107Q: 3 clusters Score -1.835698e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172137 members 
Mstep: Class 2 contains 201315 members 
Entering Unmasked Estep 
Score: -18357110.000000 Penalty: 1167.579590
	Iteration 108Q: 3 clusters Score -1.835711e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172172 members 
Mstep: Class 2 contains 201280 members 
Entering Unmasked Estep 
Score: -18357244.000000 Penalty: 1167.579590
	Iteration 109Q: 3 clusters Score -1.835724e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172194 members 
Mstep: Class 2 contains 201258 members 
Entering Unmasked Estep 
Score: -18357320.000000 Penalty: 1167.579590
	Iteration 110Q: 3 clusters Score -1.835732e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172207 members 
Mstep: Class 2 contains 201245 members 
Entering Unmasked Estep 
Score: -18357384.000000 Penalty: 1167.579590
	Iteration 111Q: 3 clusters Score -1.835738e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172243 members 
Mstep: Class 2 contains 201209 members 
Entering Unmasked Estep 
Score: -18357480.000000 Penalty: 1167.579590
	Iteration 112Q: 3 clusters Score -1.835748e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172269 members 
Mstep: Class 2 contains 201183 members 
Entering Unmasked Estep 
Score: -18357562.000000 Penalty: 1167.579590
	Iteration 113Q: 3 clusters Score -1.835756e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 201168 members 
Entering Unmasked Estep 
Score: -18357622.000000 Penalty: 1167.579590
	Iteration 114Q: 3 clusters Score -1.835762e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172273 members 
Mstep: Class 2 contains 201179 members 
Entering Unmasked Estep 
Score: -18357674.000000 Penalty: 1167.579590
	Iteration 115Q: 3 clusters Score -1.835767e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172256 members 
Mstep: Class 2 contains 201196 members 
Entering Unmasked Estep 
Score: -18357694.000000 Penalty: 1167.579590
	Iteration 116Q: 3 clusters Score -1.835769e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172280 members 
Mstep: Class 2 contains 201172 members 
Entering Unmasked Estep 
Score: -18357738.000000 Penalty: 1167.579590
	Iteration 117Q: 3 clusters Score -1.835774e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172305 members 
Mstep: Class 2 contains 201147 members 
Entering Unmasked Estep 
Score: -18357778.000000 Penalty: 1167.579590
	Iteration 118Q: 3 clusters Score -1.835778e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172326 members 
Mstep: Class 2 contains 201126 members 
Entering Unmasked Estep 
Score: -18357836.000000 Penalty: 1167.579590
	Iteration 119Q: 3 clusters Score -1.835784e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172351 members 
Mstep: Class 2 contains 201101 members 
Entering Unmasked Estep 
Score: -18357900.000000 Penalty: 1167.579590
	Iteration 120F: 3 clusters Score -1.83579e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172372 members 
Mstep: Class 2 contains 201080 members 
Entering Unmasked Estep 
Score: -18357942.000000 Penalty: 1167.579590
	Iteration 121Q: 3 clusters Score -1.835794e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172397 members 
Mstep: Class 2 contains 201055 members 
Entering Unmasked Estep 
Score: -18357952.000000 Penalty: 1167.579590
	Iteration 122Q: 3 clusters Score -1.835795e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172419 members 
Mstep: Class 2 contains 201033 members 
Entering Unmasked Estep 
Score: -18357990.000000 Penalty: 1167.579590
	Iteration 123Q: 3 clusters Score -1.835799e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172429 members 
Mstep: Class 2 contains 201023 members 
Entering Unmasked Estep 
Score: -18358046.000000 Penalty: 1167.579590
	Iteration 124Q: 3 clusters Score -1.835805e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172438 members 
Mstep: Class 2 contains 201014 members 
Entering Unmasked Estep 
Score: -18358072.000000 Penalty: 1167.579590
	Iteration 125Q: 3 clusters Score -1.835807e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172456 members 
Mstep: Class 2 contains 200996 members 
Entering Unmasked Estep 
Score: -18358090.000000 Penalty: 1167.579590
	Iteration 126Q: 3 clusters Score -1.835809e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172458 members 
Mstep: Class 2 contains 200994 members 
Entering Unmasked Estep 
Score: -18358078.000000 Penalty: 1167.579590
	Iteration 127Q: 3 clusters Score -1.835808e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172454 members 
Mstep: Class 2 contains 200998 members 
Entering Unmasked Estep 
Score: -18358098.000000 Penalty: 1167.579590
	Iteration 128Q: 3 clusters Score -1.83581e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172464 members 
Mstep: Class 2 contains 200988 members 
Entering Unmasked Estep 
Score: -18358120.000000 Penalty: 1167.579590
	Iteration 129Q: 3 clusters Score -1.835812e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172497 members 
Mstep: Class 2 contains 200955 members 
Entering Unmasked Estep 
Score: -18358142.000000 Penalty: 1167.579590
	Iteration 130Q: 3 clusters Score -1.835814e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172524 members 
Mstep: Class 2 contains 200928 members 
Entering Unmasked Estep 
Score: -18358208.000000 Penalty: 1167.579590
	Iteration 131Q: 3 clusters Score -1.835821e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172551 members 
Mstep: Class 2 contains 200901 members 
Entering Unmasked Estep 
Score: -18358222.000000 Penalty: 1167.579590
	Iteration 132Q: 3 clusters Score -1.835822e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172562 members 
Mstep: Class 2 contains 200890 members 
Entering Unmasked Estep 
Score: -18358242.000000 Penalty: 1167.579590
	Iteration 133Q: 3 clusters Score -1.835824e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172552 members 
Mstep: Class 2 contains 200900 members 
Entering Unmasked Estep 
Score: -18358252.000000 Penalty: 1167.579590
	Iteration 134Q: 3 clusters Score -1.835825e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172536 members 
Mstep: Class 2 contains 200916 members 
Entering Unmasked Estep 
Score: -18358264.000000 Penalty: 1167.579590
	Iteration 135Q: 3 clusters Score -1.835826e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172527 members 
Mstep: Class 2 contains 200925 members 
Entering Unmasked Estep 
Score: -18358238.000000 Penalty: 1167.579590
	Iteration 136Q: 3 clusters Score -1.835824e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172524 members 
Mstep: Class 2 contains 200928 members 
Entering Unmasked Estep 
Score: -18358258.000000 Penalty: 1167.579590
	Iteration 137Q: 3 clusters Score -1.835826e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 200938 members 
Entering Unmasked Estep 
Score: -18358266.000000 Penalty: 1167.579590
	Iteration 138Q: 3 clusters Score -1.835827e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 200950 members 
Entering Unmasked Estep 
Score: -18358244.000000 Penalty: 1167.579590
	Iteration 139Q: 3 clusters Score -1.835824e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172494 members 
Mstep: Class 2 contains 200958 members 
Entering Unmasked Estep 
Score: -18358260.000000 Penalty: 1167.579590
	Iteration 140F: 3 clusters Score -1.835826e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172488 members 
Mstep: Class 2 contains 200964 members 
Entering Unmasked Estep 
Score: -18358266.000000 Penalty: 1167.579590
	Iteration 141Q: 3 clusters Score -1.835827e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172491 members 
Mstep: Class 2 contains 200961 members 
Entering Unmasked Estep 
Score: -18358250.000000 Penalty: 1167.579590
	Iteration 142Q: 3 clusters Score -1.835825e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172490 members 
Mstep: Class 2 contains 200962 members 
Entering Unmasked Estep 
Score: -18358304.000000 Penalty: 1167.579590
	Iteration 143Q: 3 clusters Score -1.83583e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172493 members 
Mstep: Class 2 contains 200959 members 
Entering Unmasked Estep 
Score: -18358300.000000 Penalty: 1167.579590
	Iteration 144Q: 3 clusters Score -1.83583e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 200950 members 
Entering Unmasked Estep 
Score: -18358314.000000 Penalty: 1167.579590
	Iteration 145Q: 3 clusters Score -1.835831e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172509 members 
Mstep: Class 2 contains 200943 members 
Entering Unmasked Estep 
Score: -18358300.000000 Penalty: 1167.579590
	Iteration 146Q: 3 clusters Score -1.83583e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172504 members 
Mstep: Class 2 contains 200948 members 
Entering Unmasked Estep 
Score: -18358326.000000 Penalty: 1167.579590
	Iteration 147Q: 3 clusters Score -1.835833e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 200956 members 
Entering Unmasked Estep 
Score: -18358358.000000 Penalty: 1167.579590
	Iteration 148Q: 3 clusters Score -1.835836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172490 members 
Mstep: Class 2 contains 200962 members 
Entering Unmasked Estep 
Score: -18358366.000000 Penalty: 1167.579590
	Iteration 149Q: 3 clusters Score -1.835837e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 200957 members 
Entering Unmasked Estep 
Score: -18358384.000000 Penalty: 1167.579590
	Iteration 150Q: 3 clusters Score -1.835838e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Mstep: Class 2 contains 200950 members 
Entering Unmasked Estep 
Score: -18358388.000000 Penalty: 1167.579590
	Iteration 151Q: 3 clusters Score -1.835839e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172504 members 
Mstep: Class 2 contains 200948 members 
Entering Unmasked Estep 
Score: -18358400.000000 Penalty: 1167.579590
	Iteration 152Q: 3 clusters Score -1.83584e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172500 members 
Mstep: Class 2 contains 200952 members 
Entering Unmasked Estep 
Score: -18358418.000000 Penalty: 1167.579590
	Iteration 153Q: 3 clusters Score -1.835842e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172488 members 
Mstep: Class 2 contains 200964 members 
Entering Unmasked Estep 
Score: -18358414.000000 Penalty: 1167.579590
	Iteration 154Q: 3 clusters Score -1.835841e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172478 members 
Mstep: Class 2 contains 200974 members 
Entering Unmasked Estep 
Score: -18358426.000000 Penalty: 1167.579590
	Iteration 155Q: 3 clusters Score -1.835843e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172464 members 
Mstep: Class 2 contains 200988 members 
Entering Unmasked Estep 
Score: -18358452.000000 Penalty: 1167.579590
	Iteration 156Q: 3 clusters Score -1.835845e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172453 members 
Mstep: Class 2 contains 200999 members 
Entering Unmasked Estep 
Score: -18358450.000000 Penalty: 1167.579590
	Iteration 157Q: 3 clusters Score -1.835845e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172448 members 
Mstep: Class 2 contains 201004 members 
Entering Unmasked Estep 
Score: -18358496.000000 Penalty: 1167.579590
	Iteration 158Q: 3 clusters Score -1.83585e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172442 members 
Mstep: Class 2 contains 201010 members 
Entering Unmasked Estep 
Score: -18358500.000000 Penalty: 1167.579590
	Iteration 159Q: 3 clusters Score -1.83585e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172438 members 
Mstep: Class 2 contains 201014 members 
Entering Unmasked Estep 
Score: -18358504.000000 Penalty: 1167.579590
	Iteration 160F: 3 clusters Score -1.83585e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172421 members 
Mstep: Class 2 contains 201031 members 
Entering Unmasked Estep 
Score: -18358532.000000 Penalty: 1167.579590
	Iteration 161Q: 3 clusters Score -1.835853e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172410 members 
Mstep: Class 2 contains 201042 members 
Entering Unmasked Estep 
Score: -18358530.000000 Penalty: 1167.579590
	Iteration 162Q: 3 clusters Score -1.835853e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172380 members 
Mstep: Class 2 contains 201072 members 
Entering Unmasked Estep 
Score: -18358574.000000 Penalty: 1167.579590
	Iteration 163Q: 3 clusters Score -1.835857e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172347 members 
Mstep: Class 2 contains 201105 members 
Entering Unmasked Estep 
Score: -18358590.000000 Penalty: 1167.579590
	Iteration 164Q: 3 clusters Score -1.835859e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172318 members 
Mstep: Class 2 contains 201134 members 
Entering Unmasked Estep 
Score: -18358606.000000 Penalty: 1167.579590
	Iteration 165Q: 3 clusters Score -1.835861e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172286 members 
Mstep: Class 2 contains 201166 members 
Entering Unmasked Estep 
Score: -18358608.000000 Penalty: 1167.579590
	Iteration 166Q: 3 clusters Score -1.835861e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172250 members 
Mstep: Class 2 contains 201202 members 
Entering Unmasked Estep 
Score: -18358612.000000 Penalty: 1167.579590
	Iteration 167Q: 3 clusters Score -1.835861e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172213 members 
Mstep: Class 2 contains 201239 members 
Entering Unmasked Estep 
Score: -18358628.000000 Penalty: 1167.579590
	Iteration 168Q: 3 clusters Score -1.835863e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172172 members 
Mstep: Class 2 contains 201280 members 
Entering Unmasked Estep 
Score: -18358622.000000 Penalty: 1167.579590
	Iteration 169Q: 3 clusters Score -1.835862e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172129 members 
Mstep: Class 2 contains 201323 members 
Entering Unmasked Estep 
Score: -18358630.000000 Penalty: 1167.579590
	Iteration 170Q: 3 clusters Score -1.835863e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172109 members 
Mstep: Class 2 contains 201343 members 
Entering Unmasked Estep 
Score: -18358698.000000 Penalty: 1167.579590
	Iteration 171Q: 3 clusters Score -1.83587e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172089 members 
Mstep: Class 2 contains 201363 members 
Entering Unmasked Estep 
Score: -18358694.000000 Penalty: 1167.579590
	Iteration 172Q: 3 clusters Score -1.835869e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172060 members 
Mstep: Class 2 contains 201392 members 
Entering Unmasked Estep 
Score: -18358672.000000 Penalty: 1167.579590
	Iteration 173Q: 3 clusters Score -1.835867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172037 members 
Mstep: Class 2 contains 201415 members 
Entering Unmasked Estep 
Score: -18358688.000000 Penalty: 1167.579590
	Iteration 174Q: 3 clusters Score -1.835869e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172023 members 
Mstep: Class 2 contains 201429 members 
Entering Unmasked Estep 
Score: -18358688.000000 Penalty: 1167.579590
	Iteration 175Q: 3 clusters Score -1.835869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 201440 members 
Entering Unmasked Estep 
Score: -18358684.000000 Penalty: 1167.579590
	Iteration 176Q: 3 clusters Score -1.835868e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172010 members 
Mstep: Class 2 contains 201442 members 
Entering Unmasked Estep 
Score: -18358668.000000 Penalty: 1167.579590
	Iteration 177Q: 3 clusters Score -1.835867e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172022 members 
Mstep: Class 2 contains 201430 members 
Entering Unmasked Estep 
Score: -18358702.000000 Penalty: 1167.579590
	Iteration 178Q: 3 clusters Score -1.83587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172020 members 
Mstep: Class 2 contains 201432 members 
Entering Unmasked Estep 
Score: -18358698.000000 Penalty: 1167.579590
	Iteration 179Q: 3 clusters Score -1.83587e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172019 members 
Mstep: Class 2 contains 201433 members 
Entering Unmasked Estep 
Score: -18358694.000000 Penalty: 1167.579590
	Iteration 180F: 3 clusters Score -1.835869e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172021 members 
Mstep: Class 2 contains 201431 members 
Entering Unmasked Estep 
Score: -18358690.000000 Penalty: 1167.579590
	Iteration 181Q: 3 clusters Score -1.835869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172019 members 
Mstep: Class 2 contains 201433 members 
Entering Unmasked Estep 
Score: -18358698.000000 Penalty: 1167.579590
	Iteration 182Q: 3 clusters Score -1.83587e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172015 members 
Mstep: Class 2 contains 201437 members 
Entering Unmasked Estep 
Score: -18358722.000000 Penalty: 1167.579590
	Iteration 183Q: 3 clusters Score -1.835872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172010 members 
Mstep: Class 2 contains 201442 members 
Entering Unmasked Estep 
Score: -18358704.000000 Penalty: 1167.579590
	Iteration 184Q: 3 clusters Score -1.83587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172002 members 
Mstep: Class 2 contains 201450 members 
Entering Unmasked Estep 
Score: -18358726.000000 Penalty: 1167.579590
	Iteration 185Q: 3 clusters Score -1.835873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172005 members 
Mstep: Class 2 contains 201447 members 
Entering Unmasked Estep 
Score: -18358726.000000 Penalty: 1167.579590
	Iteration 186Q: 3 clusters Score -1.835873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 201440 members 
Entering Unmasked Estep 
Score: -18358740.000000 Penalty: 1167.579590
	Iteration 187Q: 3 clusters Score -1.835874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172022 members 
Mstep: Class 2 contains 201430 members 
Entering Unmasked Estep 
Score: -18358764.000000 Penalty: 1167.579590
	Iteration 188Q: 3 clusters Score -1.835876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172014 members 
Mstep: Class 2 contains 201438 members 
Entering Unmasked Estep 
Score: -18358752.000000 Penalty: 1167.579590
	Iteration 189Q: 3 clusters Score -1.835875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 201440 members 
Entering Unmasked Estep 
Score: -18358758.000000 Penalty: 1167.579590
	Iteration 190Q: 3 clusters Score -1.835876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172015 members 
Mstep: Class 2 contains 201437 members 
Entering Unmasked Estep 
Score: -18358762.000000 Penalty: 1167.579590
	Iteration 191Q: 3 clusters Score -1.835876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172015 members 
Mstep: Class 2 contains 201437 members 
Entering Unmasked Estep 
Score: -18358764.000000 Penalty: 1167.579590
	Iteration 192Q: 3 clusters Score -1.835876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172017 members 
Mstep: Class 2 contains 201435 members 
Entering Unmasked Estep 
Score: -18358774.000000 Penalty: 1167.579590
	Iteration 193Q: 3 clusters Score -1.835877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172017 members 
Mstep: Class 2 contains 201435 members 
Entering Unmasked Estep 
Score: -18358776.000000 Penalty: 1167.579590
	Iteration 194Q: 3 clusters Score -1.835878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172020 members 
Mstep: Class 2 contains 201432 members 
Entering Unmasked Estep 
Score: -18358768.000000 Penalty: 1167.579590
	Iteration 195Q: 3 clusters Score -1.835877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172019 members 
Mstep: Class 2 contains 201433 members 
Entering Unmasked Estep 
Score: -18358774.000000 Penalty: 1167.579590
	Iteration 196Q: 3 clusters Score -1.835877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172025 members 
Mstep: Class 2 contains 201427 members 
Entering Unmasked Estep 
Score: -18358766.000000 Penalty: 1167.579590
	Iteration 197Q: 3 clusters Score -1.835877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172033 members 
Mstep: Class 2 contains 201419 members 
Entering Unmasked Estep 
Score: -18358780.000000 Penalty: 1167.579590
	Iteration 198Q: 3 clusters Score -1.835878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172033 members 
Mstep: Class 2 contains 201419 members 
Entering Unmasked Estep 
Score: -18358776.000000 Penalty: 1167.579590
	Iteration 199Q: 3 clusters Score -1.835878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172033 members 
Mstep: Class 2 contains 201419 members 
Entering Unmasked Estep 
Score: -18358776.000000 Penalty: 1167.579590
	Iteration 200F: 3 clusters Score -1.835878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 156116 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 8 contains 169551 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 13 contains 41392 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 42032 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 224817 members 
Mstep: Class 20 contains 230799 members 
Mstep: Class 21 contains 172033 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 104008 members 
Mstep: Class 24 contains 917 members 
Mstep: Class 25 contains 604 members 
Mstep: Class 26 contains 4507 members 
Mstep: Class 27 contains 19198 members 
Mstep: Class 28 contains 201419 members 
Entering Unmasked Estep 
Score: -90435480.000000 Penalty: 18461.955078
Splitting cluster 21 changes total score from -90260544.000000 to -90435480.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 3 contains 67563 members 
Mstep: Class 4 contains 226742 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 107468 members 
Mstep: Class 7 contains 16205 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 13 contains 41392 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 15136 members 
Mstep: Class 16 contains 42032 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 224817 members 
Mstep: Class 20 contains 230799 members 
Mstep: Class 21 contains 172033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90487392.000000 Penalty: 18461.955078
Iteration 39Q: 29 clusters Score -9.048739e+07 nChanged 104882
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 163491 members 
Mstep: Class 3 contains 68112 members 
Mstep: Class 4 contains 226979 members 
Mstep: Class 5 contains 5649 members 
Mstep: Class 6 contains 102457 members 
Mstep: Class 7 contains 15679 members 
Mstep: Class 8 contains 164571 members 
Mstep: Class 9 contains 1154 members 
Mstep: Class 10 contains 10503 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 17382 members 
Mstep: Class 13 contains 40147 members 
Mstep: Class 14 contains 2663 members 
Mstep: Class 15 contains 15224 members 
Mstep: Class 16 contains 45413 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 894 members 
Mstep: Class 19 contains 226379 members 
Mstep: Class 20 contains 232570 members 
Mstep: Class 21 contains 193324 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 102212 members 
Mstep: Class 24 contains 891 members 
Mstep: Class 25 contains 583 members 
Mstep: Class 26 contains 4582 members 
Mstep: Class 27 contains 19125 members 
Mstep: Class 28 contains 193732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90504656.000000 Penalty: 18461.955078
Iteration 40F: 29 clusters Score -9.050466e+07 nChanged 84547
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 87594 members 
Mstep: Class 2 contains 182611 members 
Mstep: Class 3 contains 67689 members 
Mstep: Class 4 contains 225613 members 
Mstep: Class 5 contains 5577 members 
Mstep: Class 6 contains 99824 members 
Mstep: Class 7 contains 14714 members 
Mstep: Class 8 contains 159274 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 10427 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 17786 members 
Mstep: Class 13 contains 39394 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 15232 members 
Mstep: Class 16 contains 46917 members 
Mstep: Class 17 contains 1636 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 220741 members 
Mstep: Class 20 contains 223783 members 
Mstep: Class 21 contains 203843 members 
Mstep: Class 22 contains 3478 members 
Mstep: Class 23 contains 102839 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 4917 members 
Mstep: Class 27 contains 19994 members 
Mstep: Class 28 contains 198388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90518952.000000 Penalty: 18461.955078
Iteration 41Q: 29 clusters Score -9.051895e+07 nChanged 63631
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 198669 members 
Mstep: Class 3 contains 67358 members 
Mstep: Class 4 contains 224942 members 
Mstep: Class 5 contains 5491 members 
Mstep: Class 6 contains 98086 members 
Mstep: Class 7 contains 13942 members 
Mstep: Class 8 contains 154069 members 
Mstep: Class 9 contains 1173 members 
Mstep: Class 10 contains 10339 members 
Mstep: Class 11 contains 6990 members 
Mstep: Class 12 contains 18006 members 
Mstep: Class 13 contains 39044 members 
Mstep: Class 14 contains 2697 members 
Mstep: Class 15 contains 15388 members 
Mstep: Class 16 contains 47926 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 216202 members 
Mstep: Class 20 contains 219411 members 
Mstep: Class 21 contains 211475 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 103016 members 
Mstep: Class 24 contains 1010 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 19989 members 
Mstep: Class 28 contains 203661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90530680.000000 Penalty: 18461.955078
Iteration 42Q: 29 clusters Score -9.053068e+07 nChanged 54089
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 212938 members 
Mstep: Class 3 contains 67142 members 
Mstep: Class 4 contains 224474 members 
Mstep: Class 5 contains 5404 members 
Mstep: Class 6 contains 95082 members 
Mstep: Class 7 contains 13296 members 
Mstep: Class 8 contains 150008 members 
Mstep: Class 9 contains 1186 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 18109 members 
Mstep: Class 13 contains 38820 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 15483 members 
Mstep: Class 16 contains 48611 members 
Mstep: Class 17 contains 1725 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 211785 members 
Mstep: Class 20 contains 216763 members 
Mstep: Class 21 contains 220910 members 
Mstep: Class 22 contains 3220 members 
Mstep: Class 23 contains 102868 members 
Mstep: Class 24 contains 1028 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 19619 members 
Mstep: Class 28 contains 205812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90535408.000000 Penalty: 18461.955078
Iteration 43Q: 29 clusters Score -9.053541e+07 nChanged 56083
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 225415 members 
Mstep: Class 3 contains 66941 members 
Mstep: Class 4 contains 223998 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 85054 members 
Mstep: Class 7 contains 12724 members 
Mstep: Class 8 contains 149654 members 
Mstep: Class 9 contains 1198 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 7006 members 
Mstep: Class 12 contains 18195 members 
Mstep: Class 13 contains 38697 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 15558 members 
Mstep: Class 16 contains 49038 members 
Mstep: Class 17 contains 1784 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 206324 members 
Mstep: Class 20 contains 213939 members 
Mstep: Class 21 contains 235910 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 102413 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 606 members 
Mstep: Class 26 contains 4727 members 
Mstep: Class 27 contains 19011 members 
Mstep: Class 28 contains 203684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90532120.000000 Penalty: 18461.955078
Iteration 44Q: 29 clusters Score -9.053212e+07 nChanged 75412
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 235348 members 
Mstep: Class 3 contains 66643 members 
Mstep: Class 4 contains 223545 members 
Mstep: Class 5 contains 5270 members 
Mstep: Class 6 contains 67347 members 
Mstep: Class 7 contains 12270 members 
Mstep: Class 8 contains 149918 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 13016 members 
Mstep: Class 11 contains 7008 members 
Mstep: Class 12 contains 18255 members 
Mstep: Class 13 contains 38640 members 
Mstep: Class 14 contains 2794 members 
Mstep: Class 15 contains 15626 members 
Mstep: Class 16 contains 49017 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 201293 members 
Mstep: Class 20 contains 211072 members 
Mstep: Class 21 contains 261953 members 
Mstep: Class 22 contains 3070 members 
Mstep: Class 23 contains 101765 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 4379 members 
Mstep: Class 27 contains 18388 members 
Mstep: Class 28 contains 195603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90517312.000000 Penalty: 18461.955078
Iteration 45Q: 29 clusters Score -9.051731e+07 nChanged 91487
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 239070 members 
Mstep: Class 3 contains 66348 members 
Mstep: Class 4 contains 223161 members 
Mstep: Class 5 contains 5233 members 
Mstep: Class 6 contains 48910 members 
Mstep: Class 7 contains 11905 members 
Mstep: Class 8 contains 148331 members 
Mstep: Class 9 contains 1214 members 
Mstep: Class 10 contains 15182 members 
Mstep: Class 11 contains 7013 members 
Mstep: Class 12 contains 18322 members 
Mstep: Class 13 contains 38602 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 15680 members 
Mstep: Class 16 contains 49380 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 199770 members 
Mstep: Class 20 contains 209695 members 
Mstep: Class 21 contains 296386 members 
Mstep: Class 22 contains 3011 members 
Mstep: Class 23 contains 101249 members 
Mstep: Class 24 contains 1035 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 3960 members 
Mstep: Class 27 contains 17798 members 
Mstep: Class 28 contains 179723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90486672.000000 Penalty: 18461.955078
Iteration 46Q: 29 clusters Score -9.048667e+07 nChanged 77810
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 240954 members 
Mstep: Class 3 contains 66047 members 
Mstep: Class 4 contains 222897 members 
Mstep: Class 5 contains 5188 members 
Mstep: Class 6 contains 37420 members 
Mstep: Class 7 contains 11684 members 
Mstep: Class 8 contains 144077 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 17876 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 18410 members 
Mstep: Class 13 contains 38582 members 
Mstep: Class 14 contains 2931 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 16 contains 51219 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 201567 members 
Mstep: Class 20 contains 212860 members 
Mstep: Class 21 contains 311948 members 
Mstep: Class 22 contains 2959 members 
Mstep: Class 23 contains 101421 members 
Mstep: Class 24 contains 1033 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 17245 members 
Mstep: Class 28 contains 169913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90476480.000000 Penalty: 18461.955078
Iteration 47Q: 29 clusters Score -9.047648e+07 nChanged 55420
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 241965 members 
Mstep: Class 3 contains 65739 members 
Mstep: Class 4 contains 222699 members 
Mstep: Class 5 contains 5147 members 
Mstep: Class 6 contains 30597 members 
Mstep: Class 7 contains 11524 members 
Mstep: Class 8 contains 139518 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 20784 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 18479 members 
Mstep: Class 13 contains 38571 members 
Mstep: Class 14 contains 3014 members 
Mstep: Class 15 contains 15759 members 
Mstep: Class 16 contains 52640 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 204418 members 
Mstep: Class 20 contains 217856 members 
Mstep: Class 21 contains 310877 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 101692 members 
Mstep: Class 24 contains 1037 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 3280 members 
Mstep: Class 27 contains 16711 members 
Mstep: Class 28 contains 170574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90479464.000000 Penalty: 18461.955078
Iteration 48Q: 29 clusters Score -9.047946e+07 nChanged 42750
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 240509 members 
Mstep: Class 3 contains 65478 members 
Mstep: Class 4 contains 222345 members 
Mstep: Class 5 contains 5122 members 
Mstep: Class 6 contains 25873 members 
Mstep: Class 7 contains 11404 members 
Mstep: Class 8 contains 135715 members 
Mstep: Class 9 contains 1238 members 
Mstep: Class 10 contains 24004 members 
Mstep: Class 11 contains 7046 members 
Mstep: Class 12 contains 18521 members 
Mstep: Class 13 contains 38561 members 
Mstep: Class 14 contains 3069 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 53628 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 904 members 
Mstep: Class 19 contains 207201 members 
Mstep: Class 20 contains 222440 members 
Mstep: Class 21 contains 306115 members 
Mstep: Class 22 contains 2893 members 
Mstep: Class 23 contains 101807 members 
Mstep: Class 24 contains 1036 members 
Mstep: Class 25 contains 602 members 
Mstep: Class 26 contains 3056 members 
Mstep: Class 27 contains 16165 members 
Mstep: Class 28 contains 174902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90484008.000000 Penalty: 18461.955078
Iteration 49Q: 29 clusters Score -9.048401e+07 nChanged 35930
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 237649 members 
Mstep: Class 3 contains 65282 members 
Mstep: Class 4 contains 221964 members 
Mstep: Class 5 contains 5093 members 
Mstep: Class 6 contains 22237 members 
Mstep: Class 7 contains 11282 members 
Mstep: Class 8 contains 132872 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 27366 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 18534 members 
Mstep: Class 13 contains 38531 members 
Mstep: Class 14 contains 3117 members 
Mstep: Class 15 contains 15813 members 
Mstep: Class 16 contains 54432 members 
Mstep: Class 17 contains 2021 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 209212 members 
Mstep: Class 20 contains 225889 members 
Mstep: Class 21 contains 300595 members 
Mstep: Class 22 contains 2871 members 
Mstep: Class 23 contains 101882 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 2915 members 
Mstep: Class 27 contains 15677 members 
Mstep: Class 28 contains 180678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90490512.000000 Penalty: 18461.955078
Iteration 50Q: 29 clusters Score -9.049051e+07 nChanged 31764
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 234123 members 
Mstep: Class 3 contains 65164 members 
Mstep: Class 4 contains 221635 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 19325 members 
Mstep: Class 7 contains 11128 members 
Mstep: Class 8 contains 130613 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 30701 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 18554 members 
Mstep: Class 13 contains 38532 members 
Mstep: Class 14 contains 3153 members 
Mstep: Class 15 contains 15823 members 
Mstep: Class 16 contains 55120 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 210501 members 
Mstep: Class 20 contains 227823 members 
Mstep: Class 21 contains 295713 members 
Mstep: Class 22 contains 2863 members 
Mstep: Class 23 contains 101928 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 2804 members 
Mstep: Class 27 contains 15206 members 
Mstep: Class 28 contains 186999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90496952.000000 Penalty: 18461.955078
Iteration 51Q: 29 clusters Score -9.049695e+07 nChanged 28871
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 230553 members 
Mstep: Class 3 contains 65033 members 
Mstep: Class 4 contains 221294 members 
Mstep: Class 5 contains 5052 members 
Mstep: Class 6 contains 17041 members 
Mstep: Class 7 contains 10960 members 
Mstep: Class 8 contains 128782 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 33796 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 18567 members 
Mstep: Class 13 contains 38521 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 15828 members 
Mstep: Class 16 contains 55801 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 211084 members 
Mstep: Class 20 contains 228600 members 
Mstep: Class 21 contains 291457 members 
Mstep: Class 22 contains 2856 members 
Mstep: Class 23 contains 101925 members 
Mstep: Class 24 contains 1027 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 14729 members 
Mstep: Class 28 contains 193355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90502216.000000 Penalty: 18461.955078
Iteration 52Q: 29 clusters Score -9.050222e+07 nChanged 27067
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 63703 members 
Mstep: Class 2 contains 226713 members 
Mstep: Class 3 contains 64892 members 
Mstep: Class 4 contains 221001 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 15209 members 
Mstep: Class 7 contains 10819 members 
Mstep: Class 8 contains 127194 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 36591 members 
Mstep: Class 11 contains 7116 members 
Mstep: Class 12 contains 18607 members 
Mstep: Class 13 contains 38507 members 
Mstep: Class 14 contains 3149 members 
Mstep: Class 15 contains 15834 members 
Mstep: Class 16 contains 56492 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 211174 members 
Mstep: Class 20 contains 228526 members 
Mstep: Class 21 contains 287805 members 
Mstep: Class 22 contains 2850 members 
Mstep: Class 23 contains 101897 members 
Mstep: Class 24 contains 1022 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2648 members 
Mstep: Class 27 contains 14248 members 
Mstep: Class 28 contains 199604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90506064.000000 Penalty: 18461.955078
Iteration 53Q: 29 clusters Score -9.050606e+07 nChanged 26091
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 222922 members 
Mstep: Class 3 contains 64772 members 
Mstep: Class 4 contains 220751 members 
Mstep: Class 5 contains 5014 members 
Mstep: Class 6 contains 13647 members 
Mstep: Class 7 contains 10684 members 
Mstep: Class 8 contains 125675 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 38878 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 18646 members 
Mstep: Class 13 contains 38497 members 
Mstep: Class 14 contains 3147 members 
Mstep: Class 15 contains 15836 members 
Mstep: Class 16 contains 57217 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 210810 members 
Mstep: Class 20 contains 227932 members 
Mstep: Class 21 contains 284584 members 
Mstep: Class 22 contains 2850 members 
Mstep: Class 23 contains 101898 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 2592 members 
Mstep: Class 27 contains 13780 members 
Mstep: Class 28 contains 205723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90509272.000000 Penalty: 18461.955078
Iteration 54Q: 29 clusters Score -9.050927e+07 nChanged 24847
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 219192 members 
Mstep: Class 3 contains 64630 members 
Mstep: Class 4 contains 220511 members 
Mstep: Class 5 contains 5001 members 
Mstep: Class 6 contains 12345 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 124301 members 
Mstep: Class 9 contains 1283 members 
Mstep: Class 10 contains 40590 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 18684 members 
Mstep: Class 13 contains 38495 members 
Mstep: Class 14 contains 3122 members 
Mstep: Class 15 contains 15838 members 
Mstep: Class 16 contains 57991 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 210266 members 
Mstep: Class 20 contains 227094 members 
Mstep: Class 21 contains 282300 members 
Mstep: Class 22 contains 2846 members 
Mstep: Class 23 contains 101861 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 2521 members 
Mstep: Class 27 contains 13296 members 
Mstep: Class 28 contains 210981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90512144.000000 Penalty: 18461.955078
Iteration 55Q: 29 clusters Score -9.051214e+07 nChanged 23622
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 215371 members 
Mstep: Class 3 contains 64474 members 
Mstep: Class 4 contains 220312 members 
Mstep: Class 5 contains 4985 members 
Mstep: Class 6 contains 11198 members 
Mstep: Class 7 contains 10423 members 
Mstep: Class 8 contains 123050 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 41782 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 18712 members 
Mstep: Class 13 contains 38498 members 
Mstep: Class 14 contains 3083 members 
Mstep: Class 15 contains 15839 members 
Mstep: Class 16 contains 58731 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 209549 members 
Mstep: Class 20 contains 226098 members 
Mstep: Class 21 contains 281126 members 
Mstep: Class 22 contains 2844 members 
Mstep: Class 23 contains 101823 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 2433 members 
Mstep: Class 27 contains 12776 members 
Mstep: Class 28 contains 215174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90515152.000000 Penalty: 18461.955078
Iteration 56Q: 29 clusters Score -9.051515e+07 nChanged 23150
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 211468 members 
Mstep: Class 3 contains 64270 members 
Mstep: Class 4 contains 220101 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 10306 members 
Mstep: Class 8 contains 121908 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 42443 members 
Mstep: Class 11 contains 7153 members 
Mstep: Class 12 contains 18748 members 
Mstep: Class 13 contains 38498 members 
Mstep: Class 14 contains 3058 members 
Mstep: Class 15 contains 15842 members 
Mstep: Class 16 contains 59462 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 894 members 
Mstep: Class 19 contains 208534 members 
Mstep: Class 20 contains 225070 members 
Mstep: Class 21 contains 280845 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 101758 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 2341 members 
Mstep: Class 27 contains 12267 members 
Mstep: Class 28 contains 218328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90518080.000000 Penalty: 18461.955078
Iteration 57Q: 29 clusters Score -9.051808e+07 nChanged 22899
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 207449 members 
Mstep: Class 3 contains 64098 members 
Mstep: Class 4 contains 219897 members 
Mstep: Class 5 contains 4960 members 
Mstep: Class 6 contains 9341 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 120846 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 42642 members 
Mstep: Class 11 contains 7161 members 
Mstep: Class 12 contains 18763 members 
Mstep: Class 13 contains 38501 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 15843 members 
Mstep: Class 16 contains 60147 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 893 members 
Mstep: Class 19 contains 207605 members 
Mstep: Class 20 contains 223877 members 
Mstep: Class 21 contains 281032 members 
Mstep: Class 22 contains 2837 members 
Mstep: Class 23 contains 101734 members 
Mstep: Class 24 contains 1001 members 
Mstep: Class 25 contains 598 members 
Mstep: Class 26 contains 2247 members 
Mstep: Class 27 contains 11762 members 
Mstep: Class 28 contains 220460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90520656.000000 Penalty: 18461.955078
Iteration 58Q: 29 clusters Score -9.052066e+07 nChanged 23233
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 92578 members 
Mstep: Class 2 contains 203377 members 
Mstep: Class 3 contains 63852 members 
Mstep: Class 4 contains 219733 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 6 contains 8570 members 
Mstep: Class 7 contains 10089 members 
Mstep: Class 8 contains 119875 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 42401 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 18777 members 
Mstep: Class 13 contains 38498 members 
Mstep: Class 14 contains 3015 members 
Mstep: Class 15 contains 15844 members 
Mstep: Class 16 contains 60770 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 893 members 
Mstep: Class 19 contains 206644 members 
Mstep: Class 20 contains 222436 members 
Mstep: Class 21 contains 281390 members 
Mstep: Class 22 contains 2836 members 
Mstep: Class 23 contains 101721 members 
Mstep: Class 24 contains 995 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 11228 members 
Mstep: Class 28 contains 221670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90524440.000000 Penalty: 18461.955078
Iteration 59Q: 29 clusters Score -9.052444e+07 nChanged 24666
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 101339 members 
Mstep: Class 2 contains 199014 members 
Mstep: Class 3 contains 63615 members 
Mstep: Class 4 contains 219548 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 7911 members 
Mstep: Class 7 contains 10006 members 
Mstep: Class 8 contains 118994 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 41672 members 
Mstep: Class 11 contains 7170 members 
Mstep: Class 12 contains 18773 members 
Mstep: Class 13 contains 38481 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 15847 members 
Mstep: Class 16 contains 61342 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 894 members 
Mstep: Class 19 contains 205905 members 
Mstep: Class 20 contains 220757 members 
Mstep: Class 21 contains 281667 members 
Mstep: Class 22 contains 2833 members 
Mstep: Class 23 contains 101714 members 
Mstep: Class 24 contains 991 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 10662 members 
Mstep: Class 28 contains 222353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90536024.000000 Penalty: 18461.955078
Iteration 60F: 29 clusters Score -9.053602e+07 nChanged 35795
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 112693 members 
Mstep: Class 2 contains 196304 members 
Mstep: Class 3 contains 63297 members 
Mstep: Class 4 contains 219316 members 
Mstep: Class 5 contains 4926 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 9844 members 
Mstep: Class 8 contains 117167 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 43749 members 
Mstep: Class 11 contains 7178 members 
Mstep: Class 12 contains 18794 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 3014 members 
Mstep: Class 15 contains 15849 members 
Mstep: Class 16 contains 61734 members 
Mstep: Class 17 contains 2210 members 
Mstep: Class 18 contains 882 members 
Mstep: Class 19 contains 203143 members 
Mstep: Class 20 contains 217721 members 
Mstep: Class 21 contains 282401 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 101483 members 
Mstep: Class 24 contains 988 members 
Mstep: Class 25 contains 634 members 
Mstep: Class 26 contains 1959 members 
Mstep: Class 27 contains 10134 members 
Mstep: Class 28 contains 222144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90535288.000000 Penalty: 18461.955078
Iteration 61Q: 29 clusters Score -9.053529e+07 nChanged 33970
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 121963 members 
Mstep: Class 2 contains 195610 members 
Mstep: Class 3 contains 63030 members 
Mstep: Class 4 contains 219103 members 
Mstep: Class 5 contains 4894 members 
Mstep: Class 6 contains 3684 members 
Mstep: Class 7 contains 9708 members 
Mstep: Class 8 contains 110502 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 46135 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 18810 members 
Mstep: Class 13 contains 38415 members 
Mstep: Class 14 contains 3036 members 
Mstep: Class 15 contains 15920 members 
Mstep: Class 16 contains 62073 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 885 members 
Mstep: Class 19 contains 202512 members 
Mstep: Class 20 contains 215976 members 
Mstep: Class 21 contains 283265 members 
Mstep: Class 22 contains 2809 members 
Mstep: Class 23 contains 101493 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 9581 members 
Mstep: Class 28 contains 221902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90533608.000000 Penalty: 18461.955078
Iteration 62Q: 29 clusters Score -9.053361e+07 nChanged 34043
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 129255 members 
Mstep: Class 2 contains 195999 members 
Mstep: Class 3 contains 62775 members 
Mstep: Class 4 contains 218900 members 
Mstep: Class 5 contains 4856 members 
Mstep: Class 6 contains 2657 members 
Mstep: Class 7 contains 9592 members 
Mstep: Class 8 contains 101471 members 
Mstep: Class 9 contains 1306 members 
Mstep: Class 10 contains 49671 members 
Mstep: Class 11 contains 7203 members 
Mstep: Class 12 contains 18838 members 
Mstep: Class 13 contains 38401 members 
Mstep: Class 14 contains 3054 members 
Mstep: Class 15 contains 15977 members 
Mstep: Class 16 contains 62433 members 
Mstep: Class 17 contains 2344 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 202728 members 
Mstep: Class 20 contains 214783 members 
Mstep: Class 21 contains 284010 members 
Mstep: Class 22 contains 2750 members 
Mstep: Class 23 contains 101468 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 626 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 9027 members 
Mstep: Class 28 contains 221708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90529584.000000 Penalty: 18461.955078
Iteration 63Q: 29 clusters Score -9.052958e+07 nChanged 33685
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 133409 members 
Mstep: Class 2 contains 196344 members 
Mstep: Class 3 contains 62621 members 
Mstep: Class 4 contains 218721 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 9502 members 
Mstep: Class 8 contains 93521 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 54542 members 
Mstep: Class 11 contains 7208 members 
Mstep: Class 12 contains 18860 members 
Mstep: Class 13 contains 38388 members 
Mstep: Class 14 contains 3065 members 
Mstep: Class 15 contains 16003 members 
Mstep: Class 16 contains 62761 members 
Mstep: Class 17 contains 2398 members 
Mstep: Class 18 contains 890 members 
Mstep: Class 19 contains 202942 members 
Mstep: Class 20 contains 213857 members 
Mstep: Class 21 contains 284563 members 
Mstep: Class 22 contains 2720 members 
Mstep: Class 23 contains 101456 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 620 members 
Mstep: Class 26 contains 1995 members 
Mstep: Class 27 contains 8485 members 
Mstep: Class 28 contains 221552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90528016.000000 Penalty: 18461.955078
Iteration 64Q: 29 clusters Score -9.052802e+07 nChanged 32217
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 135466 members 
Mstep: Class 2 contains 196101 members 
Mstep: Class 3 contains 62514 members 
Mstep: Class 4 contains 218512 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 9404 members 
Mstep: Class 8 contains 85823 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 60986 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 18877 members 
Mstep: Class 13 contains 38379 members 
Mstep: Class 14 contains 3087 members 
Mstep: Class 15 contains 16025 members 
Mstep: Class 16 contains 63118 members 
Mstep: Class 17 contains 2439 members 
Mstep: Class 18 contains 894 members 
Mstep: Class 19 contains 203311 members 
Mstep: Class 20 contains 213613 members 
Mstep: Class 21 contains 284791 members 
Mstep: Class 22 contains 2695 members 
Mstep: Class 23 contains 101429 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 8029 members 
Mstep: Class 28 contains 221374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90526504.000000 Penalty: 18461.955078
Iteration 65Q: 29 clusters Score -9.05265e+07 nChanged 31575
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 135789 members 
Mstep: Class 2 contains 195042 members 
Mstep: Class 3 contains 62433 members 
Mstep: Class 4 contains 218312 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 9338 members 
Mstep: Class 8 contains 79404 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 69022 members 
Mstep: Class 11 contains 7228 members 
Mstep: Class 12 contains 18897 members 
Mstep: Class 13 contains 38367 members 
Mstep: Class 14 contains 3100 members 
Mstep: Class 15 contains 16041 members 
Mstep: Class 16 contains 63528 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 203541 members 
Mstep: Class 20 contains 213558 members 
Mstep: Class 21 contains 284480 members 
Mstep: Class 22 contains 2680 members 
Mstep: Class 23 contains 101348 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 2130 members 
Mstep: Class 27 contains 7585 members 
Mstep: Class 28 contains 221180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90528864.000000 Penalty: 18461.955078
Iteration 66Q: 29 clusters Score -9.052886e+07 nChanged 31208
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 134827 members 
Mstep: Class 2 contains 193282 members 
Mstep: Class 3 contains 62328 members 
Mstep: Class 4 contains 218127 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 9234 members 
Mstep: Class 8 contains 74131 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 78412 members 
Mstep: Class 11 contains 7241 members 
Mstep: Class 12 contains 18910 members 
Mstep: Class 13 contains 38373 members 
Mstep: Class 14 contains 3130 members 
Mstep: Class 15 contains 16053 members 
Mstep: Class 16 contains 63971 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 203623 members 
Mstep: Class 20 contains 213681 members 
Mstep: Class 21 contains 283620 members 
Mstep: Class 22 contains 2667 members 
Mstep: Class 23 contains 101278 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 2174 members 
Mstep: Class 27 contains 7171 members 
Mstep: Class 28 contains 220862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90532544.000000 Penalty: 18461.955078
Iteration 67Q: 29 clusters Score -9.053254e+07 nChanged 30211
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 133237 members 
Mstep: Class 2 contains 191447 members 
Mstep: Class 3 contains 62250 members 
Mstep: Class 4 contains 217988 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 6 contains 1336 members 
Mstep: Class 7 contains 9140 members 
Mstep: Class 8 contains 69587 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 88265 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 18923 members 
Mstep: Class 13 contains 38369 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 16061 members 
Mstep: Class 16 contains 64406 members 
Mstep: Class 17 contains 2540 members 
Mstep: Class 18 contains 903 members 
Mstep: Class 19 contains 203497 members 
Mstep: Class 20 contains 213911 members 
Mstep: Class 21 contains 282491 members 
Mstep: Class 22 contains 2660 members 
Mstep: Class 23 contains 101248 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 608 members 
Mstep: Class 26 contains 2172 members 
Mstep: Class 27 contains 6737 members 
Mstep: Class 28 contains 220369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90535168.000000 Penalty: 18461.955078
Iteration 68Q: 29 clusters Score -9.053517e+07 nChanged 28803
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 131667 members 
Mstep: Class 2 contains 190890 members 
Mstep: Class 3 contains 62124 members 
Mstep: Class 4 contains 217825 members 
Mstep: Class 5 contains 4765 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 9035 members 
Mstep: Class 8 contains 65427 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 98013 members 
Mstep: Class 11 contains 7256 members 
Mstep: Class 12 contains 18916 members 
Mstep: Class 13 contains 38371 members 
Mstep: Class 14 contains 3163 members 
Mstep: Class 15 contains 16074 members 
Mstep: Class 16 contains 64736 members 
Mstep: Class 17 contains 2550 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 203051 members 
Mstep: Class 20 contains 213781 members 
Mstep: Class 21 contains 280809 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 101236 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 605 members 
Mstep: Class 26 contains 2163 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 219669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90538136.000000 Penalty: 18461.955078
Iteration 69Q: 29 clusters Score -9.053814e+07 nChanged 27994
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 129964 members 
Mstep: Class 2 contains 192051 members 
Mstep: Class 3 contains 62034 members 
Mstep: Class 4 contains 217675 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 1323 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 61329 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 107253 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 18920 members 
Mstep: Class 13 contains 38368 members 
Mstep: Class 14 contains 3157 members 
Mstep: Class 15 contains 16080 members 
Mstep: Class 16 contains 65006 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 202251 members 
Mstep: Class 20 contains 213414 members 
Mstep: Class 21 contains 278885 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 101158 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 2131 members 
Mstep: Class 27 contains 5901 members 
Mstep: Class 28 contains 218738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90541440.000000 Penalty: 18461.955078
Iteration 70Q: 29 clusters Score -9.054144e+07 nChanged 27381
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 127206 members 
Mstep: Class 2 contains 194958 members 
Mstep: Class 3 contains 61899 members 
Mstep: Class 4 contains 217584 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 1362 members 
Mstep: Class 7 contains 8858 members 
Mstep: Class 8 contains 57132 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 116187 members 
Mstep: Class 11 contains 7278 members 
Mstep: Class 12 contains 18922 members 
Mstep: Class 13 contains 38358 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 16083 members 
Mstep: Class 16 contains 65072 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 201009 members 
Mstep: Class 20 contains 212826 members 
Mstep: Class 21 contains 277830 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 101060 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 597 members 
Mstep: Class 26 contains 2059 members 
Mstep: Class 27 contains 5476 members 
Mstep: Class 28 contains 217542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90543088.000000 Penalty: 18461.955078
Iteration 71Q: 29 clusters Score -9.054309e+07 nChanged 28446
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 123653 members 
Mstep: Class 2 contains 198930 members 
Mstep: Class 3 contains 61761 members 
Mstep: Class 4 contains 217469 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 8797 members 
Mstep: Class 8 contains 52732 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 125193 members 
Mstep: Class 11 contains 7285 members 
Mstep: Class 12 contains 18897 members 
Mstep: Class 13 contains 38355 members 
Mstep: Class 14 contains 3151 members 
Mstep: Class 15 contains 16091 members 
Mstep: Class 16 contains 64930 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 199206 members 
Mstep: Class 20 contains 212380 members 
Mstep: Class 21 contains 277538 members 
Mstep: Class 22 contains 2630 members 
Mstep: Class 23 contains 100894 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 595 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 5081 members 
Mstep: Class 28 contains 216178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90542728.000000 Penalty: 18461.955078
Iteration 72Q: 29 clusters Score -9.054273e+07 nChanged 30064
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 119923 members 
Mstep: Class 2 contains 202922 members 
Mstep: Class 3 contains 61637 members 
Mstep: Class 4 contains 217418 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 8734 members 
Mstep: Class 8 contains 48419 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 134351 members 
Mstep: Class 11 contains 7292 members 
Mstep: Class 12 contains 18889 members 
Mstep: Class 13 contains 38349 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 16095 members 
Mstep: Class 16 contains 64638 members 
Mstep: Class 17 contains 2535 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 196515 members 
Mstep: Class 20 contains 211801 members 
Mstep: Class 21 contains 278301 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 100677 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 595 members 
Mstep: Class 26 contains 1793 members 
Mstep: Class 27 contains 4709 members 
Mstep: Class 28 contains 214779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90540704.000000 Penalty: 18461.955078
Iteration 73Q: 29 clusters Score -9.05407e+07 nChanged 30761
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 116905 members 
Mstep: Class 2 contains 206085 members 
Mstep: Class 3 contains 61575 members 
Mstep: Class 4 contains 217334 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 7 contains 8689 members 
Mstep: Class 8 contains 44297 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 143390 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 18893 members 
Mstep: Class 13 contains 38342 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 15 contains 16102 members 
Mstep: Class 16 contains 64373 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 193045 members 
Mstep: Class 20 contains 210995 members 
Mstep: Class 21 contains 280003 members 
Mstep: Class 22 contains 2615 members 
Mstep: Class 23 contains 100464 members 
Mstep: Class 24 contains 962 members 
Mstep: Class 25 contains 595 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 4363 members 
Mstep: Class 28 contains 213380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90536688.000000 Penalty: 18461.955078
Iteration 74Q: 29 clusters Score -9.053669e+07 nChanged 31144
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 114922 members 
Mstep: Class 2 contains 207608 members 
Mstep: Class 3 contains 61534 members 
Mstep: Class 4 contains 217240 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 8654 members 
Mstep: Class 8 contains 40399 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 152196 members 
Mstep: Class 11 contains 7308 members 
Mstep: Class 12 contains 18890 members 
Mstep: Class 13 contains 38341 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 16109 members 
Mstep: Class 16 contains 64180 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 189289 members 
Mstep: Class 20 contains 210192 members 
Mstep: Class 21 contains 282247 members 
Mstep: Class 22 contains 2609 members 
Mstep: Class 23 contains 100267 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 595 members 
Mstep: Class 26 contains 1519 members 
Mstep: Class 27 contains 4073 members 
Mstep: Class 28 contains 212163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90532264.000000 Penalty: 18461.955078
Iteration 75Q: 29 clusters Score -9.053226e+07 nChanged 30874
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 207710 members 
Mstep: Class 3 contains 61513 members 
Mstep: Class 4 contains 217217 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 1785 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 36862 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 159840 members 
Mstep: Class 11 contains 7311 members 
Mstep: Class 12 contains 18883 members 
Mstep: Class 13 contains 38347 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 16112 members 
Mstep: Class 16 contains 64093 members 
Mstep: Class 17 contains 2483 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 185212 members 
Mstep: Class 20 contains 209453 members 
Mstep: Class 21 contains 285075 members 
Mstep: Class 22 contains 2607 members 
Mstep: Class 23 contains 100081 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 595 members 
Mstep: Class 26 contains 1382 members 
Mstep: Class 27 contains 3821 members 
Mstep: Class 28 contains 211200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90528304.000000 Penalty: 18461.955078
Iteration 76Q: 29 clusters Score -9.05283e+07 nChanged 29195
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 115594 members 
Mstep: Class 2 contains 207030 members 
Mstep: Class 3 contains 61478 members 
Mstep: Class 4 contains 217185 members 
Mstep: Class 5 contains 4714 members 
Mstep: Class 6 contains 1906 members 
Mstep: Class 7 contains 8664 members 
Mstep: Class 8 contains 33830 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 165577 members 
Mstep: Class 11 contains 7314 members 
Mstep: Class 12 contains 18867 members 
Mstep: Class 13 contains 38362 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 16112 members 
Mstep: Class 16 contains 64141 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 180943 members 
Mstep: Class 20 contains 208491 members 
Mstep: Class 21 contains 288067 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 99932 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 595 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 3602 members 
Mstep: Class 28 contains 210544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90527480.000000 Penalty: 18461.955078
Iteration 77Q: 29 clusters Score -9.052748e+07 nChanged 29271
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 117111 members 
Mstep: Class 2 contains 205342 members 
Mstep: Class 3 contains 61452 members 
Mstep: Class 4 contains 217226 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 8691 members 
Mstep: Class 8 contains 31349 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 170878 members 
Mstep: Class 11 contains 7321 members 
Mstep: Class 12 contains 18856 members 
Mstep: Class 13 contains 38376 members 
Mstep: Class 14 contains 3196 members 
Mstep: Class 15 contains 16118 members 
Mstep: Class 16 contains 64192 members 
Mstep: Class 17 contains 2442 members 
Mstep: Class 18 contains 916 members 
Mstep: Class 19 contains 176475 members 
Mstep: Class 20 contains 207802 members 
Mstep: Class 21 contains 291181 members 
Mstep: Class 22 contains 2599 members 
Mstep: Class 23 contains 99761 members 
Mstep: Class 24 contains 928 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 3416 members 
Mstep: Class 28 contains 210222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90526296.000000 Penalty: 18461.955078
Iteration 78Q: 29 clusters Score -9.05263e+07 nChanged 28545
Entering ConstructFrom: 
Score: -90526296.000000 Penalty: 18461.955078
Entering ConstructFrom: 
Trying to split cluster 1 (118627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118627 members 
Entering Unmasked Estep 
Score: -5943652.500000 Penalty: 531.610168
	Iteration 0F: 2 clusters Score -5943652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -5866220.000000 Penalty: 1063.220337
	Iteration 0F: 3 clusters Score -5866220 nChanged 58024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -5900789.000000 Penalty: 1063.220337
	Iteration 1F: 3 clusters Score -5900789 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -5901768.000000 Penalty: 1063.220337
	Iteration 2Q: 3 clusters Score -5901768 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -5903421.000000 Penalty: 1063.220337
	Iteration 3Q: 3 clusters Score -5903421 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -5906391.500000 Penalty: 1063.220337
	Iteration 4Q: 3 clusters Score -5906392 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -5911666.000000 Penalty: 1063.220337
	Iteration 5F: 3 clusters Score -5911666 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -5919565.000000 Penalty: 1063.220337
	Iteration 6F: 3 clusters Score -5919565 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -5926501.500000 Penalty: 1063.220337
	Iteration 7F: 3 clusters Score -5926502 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -5929059.500000 Penalty: 1063.220337
	Iteration 8F: 3 clusters Score -5929060 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -5929926.000000 Penalty: 1063.220337
	Iteration 9Q: 3 clusters Score -5929926 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -5930544.000000 Penalty: 1063.220337
	Iteration 10Q: 3 clusters Score -5930544 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -5931191.500000 Penalty: 1063.220337
	Iteration 11Q: 3 clusters Score -5931192 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -5931807.500000 Penalty: 1063.220337
	Iteration 12Q: 3 clusters Score -5931808 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -5932457.500000 Penalty: 1063.220337
	Iteration 13Q: 3 clusters Score -5932458 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -5933228.500000 Penalty: 1063.220337
	Iteration 14Q: 3 clusters Score -5933228 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -5934055.500000 Penalty: 1063.220337
	Iteration 15Q: 3 clusters Score -5934056 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -5934794.500000 Penalty: 1063.220337
	Iteration 16Q: 3 clusters Score -5934794 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -5935607.000000 Penalty: 1063.220337
	Iteration 17Q: 3 clusters Score -5935607 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -5936460.000000 Penalty: 1063.220337
	Iteration 18Q: 3 clusters Score -5936460 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -5937231.000000 Penalty: 1063.220337
	Iteration 19Q: 3 clusters Score -5937231 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -5937906.500000 Penalty: 1063.220337
	Iteration 20F: 3 clusters Score -5937906 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -5938535.000000 Penalty: 1063.220337
	Iteration 21Q: 3 clusters Score -5938535 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -5939078.000000 Penalty: 1063.220337
	Iteration 22Q: 3 clusters Score -5939078 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -5939581.500000 Penalty: 1063.220337
	Iteration 23Q: 3 clusters Score -5939582 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -5939972.500000 Penalty: 1063.220337
	Iteration 24Q: 3 clusters Score -5939972 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -5940234.000000 Penalty: 1063.220337
	Iteration 25Q: 3 clusters Score -5940234 nChanged 1472
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5940477 nChanged 1424
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5940688 nChanged 1354
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5940844 nChanged 1305
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Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5940994 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5941082 nChanged 1251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5941210 nChanged 1231
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Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5941314 nChanged 1189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5941438 nChanged 1187
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Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5941450 nChanged 1234
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Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5941566 nChanged 1238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5941655 nChanged 1225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5941706 nChanged 1161
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Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5941767 nChanged 1088
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Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5941824 nChanged 1091
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Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5941872 nChanged 1041
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Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5941882 nChanged 1015
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Mstep: Class 1 contains 91894 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5941937 nChanged 1019
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5941970 nChanged 983
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Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5942009 nChanged 1013
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94909 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5942108 nChanged 975
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Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5942178 nChanged 925
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5942241 nChanged 904
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Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5942274 nChanged 869
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Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5942341 nChanged 819
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5942350 nChanged 797
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Mstep: Class 1 contains 100198 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5942406 nChanged 805
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Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5942514 nChanged 730
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Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 16894 members 
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	Iteration 53Q: 3 clusters Score -5942715 nChanged 716
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Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5942852 nChanged 651
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Mstep: Class 1 contains 103100 members 
Mstep: Class 2 contains 15527 members 
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	Iteration 55Q: 3 clusters Score -5942968 nChanged 567
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Mstep: Class 1 contains 103667 members 
Mstep: Class 2 contains 14960 members 
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	Iteration 56Q: 3 clusters Score -5943054 nChanged 442
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Mstep: Class 1 contains 104109 members 
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	Iteration 57Q: 3 clusters Score -5943167 nChanged 388
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Mstep: Class 2 contains 14132 members 
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	Iteration 58Q: 3 clusters Score -5943229 nChanged 360
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Mstep: Class 1 contains 104853 members 
Mstep: Class 2 contains 13774 members 
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	Iteration 59Q: 3 clusters Score -5943292 nChanged 336
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Mstep: Class 1 contains 105189 members 
Mstep: Class 2 contains 13438 members 
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	Iteration 60F: 3 clusters Score -5943318 nChanged 290
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Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 13148 members 
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	Iteration 61Q: 3 clusters Score -5943375 nChanged 275
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	Iteration 62Q: 3 clusters Score -5943422 nChanged 307
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Mstep: Class 2 contains 12568 members 
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	Iteration 63Q: 3 clusters Score -5943457 nChanged 250
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Mstep: Class 1 contains 106307 members 
Mstep: Class 2 contains 12320 members 
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	Iteration 64Q: 3 clusters Score -5943492 nChanged 238
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Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 12082 members 
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	Iteration 65Q: 3 clusters Score -5943509 nChanged 223
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Mstep: Class 1 contains 106766 members 
Mstep: Class 2 contains 11861 members 
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	Iteration 66Q: 3 clusters Score -5943529 nChanged 215
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Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 11652 members 
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	Iteration 67Q: 3 clusters Score -5943554 nChanged 210
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Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 11446 members 
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	Iteration 68Q: 3 clusters Score -5943584 nChanged 206
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Mstep: Class 1 contains 107381 members 
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	Iteration 69Q: 3 clusters Score -5943609 nChanged 195
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	Iteration 70Q: 3 clusters Score -5943636 nChanged 201
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Mstep: Class 1 contains 107741 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5943660 nChanged 174
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	Iteration 72Q: 3 clusters Score -5943666 nChanged 168
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Mstep: Class 1 contains 108073 members 
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	Iteration 73Q: 3 clusters Score -5943690 nChanged 169
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	Iteration 74Q: 3 clusters Score -5943702 nChanged 184
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	Iteration 75Q: 3 clusters Score -5943712 nChanged 174
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	Iteration 76Q: 3 clusters Score -5943746 nChanged 163
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	Iteration 77Q: 3 clusters Score -5943772 nChanged 157
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	Iteration 78Q: 3 clusters Score -5943788 nChanged 175
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	Iteration 79Q: 3 clusters Score -5943804 nChanged 165
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Mstep: Class 2 contains 9459 members 
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	Iteration 80F: 3 clusters Score -5943812 nChanged 153
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Mstep: Class 1 contains 109297 members 
Mstep: Class 2 contains 9330 members 
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	Iteration 81Q: 3 clusters Score -5943844 nChanged 178
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	Iteration 82Q: 3 clusters Score -5943872 nChanged 148
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	Iteration 83Q: 3 clusters Score -5943881 nChanged 147
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	Iteration 84Q: 3 clusters Score -5943891 nChanged 157
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Mstep: Class 1 contains 109813 members 
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	Iteration 85Q: 3 clusters Score -5943938 nChanged 149
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Mstep: Class 1 contains 109936 members 
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	Iteration 86Q: 3 clusters Score -5943946 nChanged 166
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Mstep: Class 1 contains 110070 members 
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	Iteration 87Q: 3 clusters Score -5943970 nChanged 163
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	Iteration 88Q: 3 clusters Score -5943978 nChanged 159
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	Iteration 89Q: 3 clusters Score -5944010 nChanged 169
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5944016 nChanged 163
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	Iteration 91Q: 3 clusters Score -5944044 nChanged 150
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	Iteration 92Q: 3 clusters Score -5944054 nChanged 149
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	Iteration 93Q: 3 clusters Score -5944087 nChanged 136
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	Iteration 94Q: 3 clusters Score -5944120 nChanged 141
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	Iteration 95Q: 3 clusters Score -5944110 nChanged 137
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	Iteration 96Q: 3 clusters Score -5944130 nChanged 124
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	Iteration 97Q: 3 clusters Score -5944138 nChanged 107
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	Iteration 98Q: 3 clusters Score -5944148 nChanged 104
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	Iteration 99Q: 3 clusters Score -5944152 nChanged 90
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5944162 nChanged 81
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5944157 nChanged 73
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	Iteration 102Q: 3 clusters Score -5944174 nChanged 71
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	Iteration 103Q: 3 clusters Score -5944186 nChanged 66
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	Iteration 104Q: 3 clusters Score -5944199 nChanged 57
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5944204 nChanged 59
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	Iteration 106Q: 3 clusters Score -5944208 nChanged 49
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5944218 nChanged 29
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	Iteration 108Q: 3 clusters Score -5944215 nChanged 24
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	Iteration 109Q: 3 clusters Score -5944220 nChanged 28
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	Iteration 110Q: 3 clusters Score -5944208 nChanged 22
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Mstep: Class 2 contains 7076 members 
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	Iteration 111Q: 3 clusters Score -5944204 nChanged 20
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Mstep: Class 2 contains 7060 members 
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	Iteration 112Q: 3 clusters Score -5944212 nChanged 24
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	Iteration 113Q: 3 clusters Score -5944212 nChanged 23
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	Iteration 114Q: 3 clusters Score -5944216 nChanged 27
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	Iteration 115Q: 3 clusters Score -5944208 nChanged 22
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Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5944210 nChanged 23
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Mstep: Class 2 contains 6977 members 
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	Iteration 117Q: 3 clusters Score -5944216 nChanged 15
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Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5944216 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111670 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -5944221.000000 Penalty: 1063.220337
	Iteration 119Q: 3 clusters Score -5944221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -5944217.000000 Penalty: 1063.220337
	Iteration 120F: 3 clusters Score -5944217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111688 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -5944205.500000 Penalty: 1063.220337
	Iteration 121Q: 3 clusters Score -5944206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111692 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -5944207.000000 Penalty: 1063.220337
	Iteration 122Q: 3 clusters Score -5944207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111694 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -5944206.500000 Penalty: 1063.220337
	Iteration 123Q: 3 clusters Score -5944206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -5944210.000000 Penalty: 1063.220337
	Iteration 124Q: 3 clusters Score -5944210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -5944208.000000 Penalty: 1063.220337
	Iteration 125Q: 3 clusters Score -5944208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111696 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -5944209.000000 Penalty: 1063.220337
	Iteration 126Q: 3 clusters Score -5944209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111697 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -5944205.000000 Penalty: 1063.220337
	Iteration 127Q: 3 clusters Score -5944205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111698 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -5944202.500000 Penalty: 1063.220337
	Iteration 128Q: 3 clusters Score -5944202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111700 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -5944199.000000 Penalty: 1063.220337
	Iteration 129Q: 3 clusters Score -5944199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111702 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5944199.500000 Penalty: 1063.220337
	Iteration 130Q: 3 clusters Score -5944200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111704 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -5944204.000000 Penalty: 1063.220337
	Iteration 131Q: 3 clusters Score -5944204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -5944199.000000 Penalty: 1063.220337
	Iteration 132Q: 3 clusters Score -5944199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -5944199.000000 Penalty: 1063.220337
	Iteration 133F: 3 clusters Score -5944199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 175612 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 18839 members 
Mstep: Class 13 contains 38390 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 64213 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 294645 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 6922 members 
Entering Unmasked Estep 
Score: -90520592.000000 Penalty: 19121.310547
Splitting cluster 1 changes total score from -90526296.000000 to -90520592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (203131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203131 members 
Entering Unmasked Estep 
Score: -10006398.000000 Penalty: 556.083069
	Iteration 0F: 2 clusters Score -1.00064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101380 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -9892086.000000 Penalty: 1112.166138
	Iteration 0F: 3 clusters Score -9892086 nChanged 99899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 120466 members 
Entering Unmasked Estep 
Score: -9971862.000000 Penalty: 1112.166138
	Iteration 1F: 3 clusters Score -9971862 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 130852 members 
Entering Unmasked Estep 
Score: -9985928.000000 Penalty: 1112.166138
	Iteration 2F: 3 clusters Score -9985928 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 140328 members 
Entering Unmasked Estep 
Score: -10001136.000000 Penalty: 1112.166138
	Iteration 3F: 3 clusters Score -1.000114e+07 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 146176 members 
Entering Unmasked Estep 
Score: -10012527.000000 Penalty: 1112.166138
	Iteration 4F: 3 clusters Score -1.001253e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 148991 members 
Entering Unmasked Estep 
Score: -10015862.000000 Penalty: 1112.166138
	Iteration 5Q: 3 clusters Score -1.001586e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 150876 members 
Entering Unmasked Estep 
Score: -10016661.000000 Penalty: 1112.166138
	Iteration 6Q: 3 clusters Score -1.001666e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -10016946.000000 Penalty: 1112.166138
	Iteration 7Q: 3 clusters Score -1.001695e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 154138 members 
Entering Unmasked Estep 
Score: -10017135.000000 Penalty: 1112.166138
	Iteration 8Q: 3 clusters Score -1.001714e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -10017244.000000 Penalty: 1112.166138
	Iteration 9Q: 3 clusters Score -1.001724e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 156914 members 
Entering Unmasked Estep 
Score: -10017262.000000 Penalty: 1112.166138
	Iteration 10Q: 3 clusters Score -1.001726e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 158166 members 
Entering Unmasked Estep 
Score: -10017271.000000 Penalty: 1112.166138
	Iteration 11Q: 3 clusters Score -1.001727e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 159343 members 
Entering Unmasked Estep 
Score: -10017203.000000 Penalty: 1112.166138
	Iteration 12Q: 3 clusters Score -1.00172e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 160386 members 
Entering Unmasked Estep 
Score: -10017189.000000 Penalty: 1112.166138
	Iteration 13Q: 3 clusters Score -1.001719e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 161341 members 
Entering Unmasked Estep 
Score: -10017215.000000 Penalty: 1112.166138
	Iteration 14Q: 3 clusters Score -1.001722e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 162474 members 
Entering Unmasked Estep 
Score: -10017287.000000 Penalty: 1112.166138
	Iteration 15Q: 3 clusters Score -1.001729e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 163777 members 
Entering Unmasked Estep 
Score: -10017240.000000 Penalty: 1112.166138
	Iteration 16Q: 3 clusters Score -1.001724e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 165256 members 
Entering Unmasked Estep 
Score: -10017130.000000 Penalty: 1112.166138
	Iteration 17Q: 3 clusters Score -1.001713e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -10016974.000000 Penalty: 1112.166138
	Iteration 18Q: 3 clusters Score -1.001697e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 168727 members 
Entering Unmasked Estep 
Score: -10016830.000000 Penalty: 1112.166138
	Iteration 19Q: 3 clusters Score -1.001683e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 170696 members 
Entering Unmasked Estep 
Score: -10016390.000000 Penalty: 1112.166138
	Iteration 20F: 3 clusters Score -1.001639e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -10015934.000000 Penalty: 1112.166138
	Iteration 21Q: 3 clusters Score -1.001593e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -10015437.000000 Penalty: 1112.166138
	Iteration 22Q: 3 clusters Score -1.001544e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 177051 members 
Entering Unmasked Estep 
Score: -10015144.000000 Penalty: 1112.166138
	Iteration 23Q: 3 clusters Score -1.001514e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 179104 members 
Entering Unmasked Estep 
Score: -10014624.000000 Penalty: 1112.166138
	Iteration 24Q: 3 clusters Score -1.001462e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 181050 members 
Entering Unmasked Estep 
Score: -10014046.000000 Penalty: 1112.166138
	Iteration 25Q: 3 clusters Score -1.001405e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 182778 members 
Entering Unmasked Estep 
Score: -10013663.000000 Penalty: 1112.166138
	Iteration 26Q: 3 clusters Score -1.001366e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 184408 members 
Entering Unmasked Estep 
Score: -10013160.000000 Penalty: 1112.166138
	Iteration 27Q: 3 clusters Score -1.001316e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 185864 members 
Entering Unmasked Estep 
Score: -10012662.000000 Penalty: 1112.166138
	Iteration 28Q: 3 clusters Score -1.001266e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 187227 members 
Entering Unmasked Estep 
Score: -10012333.000000 Penalty: 1112.166138
	Iteration 29Q: 3 clusters Score -1.001233e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 188458 members 
Entering Unmasked Estep 
Score: -10011777.000000 Penalty: 1112.166138
	Iteration 30Q: 3 clusters Score -1.001178e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 189674 members 
Entering Unmasked Estep 
Score: -10011517.000000 Penalty: 1112.166138
	Iteration 31Q: 3 clusters Score -1.001152e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 190789 members 
Entering Unmasked Estep 
Score: -10011075.000000 Penalty: 1112.166138
	Iteration 32Q: 3 clusters Score -1.001108e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 191798 members 
Entering Unmasked Estep 
Score: -10010767.000000 Penalty: 1112.166138
	Iteration 33Q: 3 clusters Score -1.001077e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 192688 members 
Entering Unmasked Estep 
Score: -10010408.000000 Penalty: 1112.166138
	Iteration 34Q: 3 clusters Score -1.001041e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 193558 members 
Entering Unmasked Estep 
Score: -10010153.000000 Penalty: 1112.166138
	Iteration 35Q: 3 clusters Score -1.001015e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 194352 members 
Entering Unmasked Estep 
Score: -10009865.000000 Penalty: 1112.166138
	Iteration 36Q: 3 clusters Score -1.000986e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 195131 members 
Entering Unmasked Estep 
Score: -10009626.000000 Penalty: 1112.166138
	Iteration 37Q: 3 clusters Score -1.000963e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 195851 members 
Entering Unmasked Estep 
Score: -10009404.000000 Penalty: 1112.166138
	Iteration 38Q: 3 clusters Score -1.00094e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 196551 members 
Entering Unmasked Estep 
Score: -10009192.000000 Penalty: 1112.166138
	Iteration 39Q: 3 clusters Score -1.000919e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 197234 members 
Entering Unmasked Estep 
Score: -10009072.000000 Penalty: 1112.166138
	Iteration 40F: 3 clusters Score -1.000907e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 197870 members 
Entering Unmasked Estep 
Score: -10008895.000000 Penalty: 1112.166138
	Iteration 41Q: 3 clusters Score -1.00089e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 198431 members 
Entering Unmasked Estep 
Score: -10008694.000000 Penalty: 1112.166138
	Iteration 42Q: 3 clusters Score -1.000869e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 198924 members 
Entering Unmasked Estep 
Score: -10008533.000000 Penalty: 1112.166138
	Iteration 43Q: 3 clusters Score -1.000853e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 199358 members 
Entering Unmasked Estep 
Score: -10008364.000000 Penalty: 1112.166138
	Iteration 44Q: 3 clusters Score -1.000836e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 199750 members 
Entering Unmasked Estep 
Score: -10008268.000000 Penalty: 1112.166138
	Iteration 45Q: 3 clusters Score -1.000827e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 200117 members 
Entering Unmasked Estep 
Score: -10008123.000000 Penalty: 1112.166138
	Iteration 46Q: 3 clusters Score -1.000812e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 200400 members 
Entering Unmasked Estep 
Score: -10008052.000000 Penalty: 1112.166138
	Iteration 47Q: 3 clusters Score -1.000805e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 200622 members 
Entering Unmasked Estep 
Score: -10007924.000000 Penalty: 1112.166138
	Iteration 48Q: 3 clusters Score -1.000792e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 200808 members 
Entering Unmasked Estep 
Score: -10007725.000000 Penalty: 1112.166138
	Iteration 49Q: 3 clusters Score -1.000772e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 200970 members 
Entering Unmasked Estep 
Score: -10007628.000000 Penalty: 1112.166138
	Iteration 50Q: 3 clusters Score -1.000763e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 201111 members 
Entering Unmasked Estep 
Score: -10007512.000000 Penalty: 1112.166138
	Iteration 51Q: 3 clusters Score -1.000751e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 201228 members 
Entering Unmasked Estep 
Score: -10007453.000000 Penalty: 1112.166138
	Iteration 52Q: 3 clusters Score -1.000745e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 201331 members 
Entering Unmasked Estep 
Score: -10007388.000000 Penalty: 1112.166138
	Iteration 53Q: 3 clusters Score -1.000739e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 201428 members 
Entering Unmasked Estep 
Score: -10007354.000000 Penalty: 1112.166138
	Iteration 54Q: 3 clusters Score -1.000735e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 201515 members 
Entering Unmasked Estep 
Score: -10007275.000000 Penalty: 1112.166138
	Iteration 55Q: 3 clusters Score -1.000728e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 201597 members 
Entering Unmasked Estep 
Score: -10007221.000000 Penalty: 1112.166138
	Iteration 56Q: 3 clusters Score -1.000722e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 201657 members 
Entering Unmasked Estep 
Score: -10007170.000000 Penalty: 1112.166138
	Iteration 57Q: 3 clusters Score -1.000717e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 201713 members 
Entering Unmasked Estep 
Score: -10007136.000000 Penalty: 1112.166138
	Iteration 58Q: 3 clusters Score -1.000714e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 201770 members 
Entering Unmasked Estep 
Score: -10007065.000000 Penalty: 1112.166138
	Iteration 59Q: 3 clusters Score -1.000706e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 201822 members 
Entering Unmasked Estep 
Score: -10007011.000000 Penalty: 1112.166138
	Iteration 60F: 3 clusters Score -1.000701e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 201871 members 
Entering Unmasked Estep 
Score: -10006975.000000 Penalty: 1112.166138
	Iteration 61Q: 3 clusters Score -1.000698e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 201910 members 
Entering Unmasked Estep 
Score: -10006937.000000 Penalty: 1112.166138
	Iteration 62Q: 3 clusters Score -1.000694e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 201957 members 
Entering Unmasked Estep 
Score: -10006900.000000 Penalty: 1112.166138
	Iteration 63Q: 3 clusters Score -1.00069e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 202000 members 
Entering Unmasked Estep 
Score: -10006878.000000 Penalty: 1112.166138
	Iteration 64Q: 3 clusters Score -1.000688e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 202025 members 
Entering Unmasked Estep 
Score: -10006878.000000 Penalty: 1112.166138
	Iteration 65Q: 3 clusters Score -1.000688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 202043 members 
Entering Unmasked Estep 
Score: -10006873.000000 Penalty: 1112.166138
	Iteration 66Q: 3 clusters Score -1.000687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 202062 members 
Entering Unmasked Estep 
Score: -10006852.000000 Penalty: 1112.166138
	Iteration 67Q: 3 clusters Score -1.000685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 202063 members 
Entering Unmasked Estep 
Score: -10006867.000000 Penalty: 1112.166138
	Iteration 68Q: 3 clusters Score -1.000687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 202055 members 
Entering Unmasked Estep 
Score: -10006880.000000 Penalty: 1112.166138
	Iteration 69Q: 3 clusters Score -1.000688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 202050 members 
Entering Unmasked Estep 
Score: -10006888.000000 Penalty: 1112.166138
	Iteration 70Q: 3 clusters Score -1.000689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 202039 members 
Entering Unmasked Estep 
Score: -10006900.000000 Penalty: 1112.166138
	Iteration 71Q: 3 clusters Score -1.00069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 202041 members 
Entering Unmasked Estep 
Score: -10006911.000000 Penalty: 1112.166138
	Iteration 72Q: 3 clusters Score -1.000691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 202047 members 
Entering Unmasked Estep 
Score: -10006901.000000 Penalty: 1112.166138
	Iteration 73Q: 3 clusters Score -1.00069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 202055 members 
Entering Unmasked Estep 
Score: -10006886.000000 Penalty: 1112.166138
	Iteration 74Q: 3 clusters Score -1.000689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 202061 members 
Entering Unmasked Estep 
Score: -10006884.000000 Penalty: 1112.166138
	Iteration 75Q: 3 clusters Score -1.000688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 202071 members 
Entering Unmasked Estep 
Score: -10006887.000000 Penalty: 1112.166138
	Iteration 76Q: 3 clusters Score -1.000689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 202078 members 
Entering Unmasked Estep 
Score: -10006879.000000 Penalty: 1112.166138
	Iteration 77Q: 3 clusters Score -1.000688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 202088 members 
Entering Unmasked Estep 
Score: -10006865.000000 Penalty: 1112.166138
	Iteration 78Q: 3 clusters Score -1.000686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 202096 members 
Entering Unmasked Estep 
Score: -10006861.000000 Penalty: 1112.166138
	Iteration 79Q: 3 clusters Score -1.000686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 202101 members 
Entering Unmasked Estep 
Score: -10006866.000000 Penalty: 1112.166138
	Iteration 80F: 3 clusters Score -1.000687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 202105 members 
Entering Unmasked Estep 
Score: -10006856.000000 Penalty: 1112.166138
	Iteration 81Q: 3 clusters Score -1.000686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 202112 members 
Entering Unmasked Estep 
Score: -10006831.000000 Penalty: 1112.166138
	Iteration 82Q: 3 clusters Score -1.000683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 202118 members 
Entering Unmasked Estep 
Score: -10006831.000000 Penalty: 1112.166138
	Iteration 83Q: 3 clusters Score -1.000683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 202127 members 
Entering Unmasked Estep 
Score: -10006830.000000 Penalty: 1112.166138
	Iteration 84Q: 3 clusters Score -1.000683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 202133 members 
Entering Unmasked Estep 
Score: -10006825.000000 Penalty: 1112.166138
	Iteration 85Q: 3 clusters Score -1.000682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 202148 members 
Entering Unmasked Estep 
Score: -10006805.000000 Penalty: 1112.166138
	Iteration 86Q: 3 clusters Score -1.00068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 202162 members 
Entering Unmasked Estep 
Score: -10006785.000000 Penalty: 1112.166138
	Iteration 87Q: 3 clusters Score -1.000678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 202174 members 
Entering Unmasked Estep 
Score: -10006779.000000 Penalty: 1112.166138
	Iteration 88Q: 3 clusters Score -1.000678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 202180 members 
Entering Unmasked Estep 
Score: -10006770.000000 Penalty: 1112.166138
	Iteration 89Q: 3 clusters Score -1.000677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 202182 members 
Entering Unmasked Estep 
Score: -10006766.000000 Penalty: 1112.166138
	Iteration 90Q: 3 clusters Score -1.000677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 202189 members 
Entering Unmasked Estep 
Score: -10006772.000000 Penalty: 1112.166138
	Iteration 91Q: 3 clusters Score -1.000677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 202200 members 
Entering Unmasked Estep 
Score: -10006756.000000 Penalty: 1112.166138
	Iteration 92Q: 3 clusters Score -1.000676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 202213 members 
Entering Unmasked Estep 
Score: -10006749.000000 Penalty: 1112.166138
	Iteration 93Q: 3 clusters Score -1.000675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 202220 members 
Entering Unmasked Estep 
Score: -10006738.000000 Penalty: 1112.166138
	Iteration 94Q: 3 clusters Score -1.000674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 202235 members 
Entering Unmasked Estep 
Score: -10006734.000000 Penalty: 1112.166138
	Iteration 95Q: 3 clusters Score -1.000673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 202239 members 
Entering Unmasked Estep 
Score: -10006727.000000 Penalty: 1112.166138
	Iteration 96Q: 3 clusters Score -1.000673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 202241 members 
Entering Unmasked Estep 
Score: -10006726.000000 Penalty: 1112.166138
	Iteration 97Q: 3 clusters Score -1.000673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 202244 members 
Entering Unmasked Estep 
Score: -10006716.000000 Penalty: 1112.166138
	Iteration 98Q: 3 clusters Score -1.000672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 202246 members 
Entering Unmasked Estep 
Score: -10006715.000000 Penalty: 1112.166138
	Iteration 99Q: 3 clusters Score -1.000672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 202247 members 
Entering Unmasked Estep 
Score: -10006713.000000 Penalty: 1112.166138
	Iteration 100F: 3 clusters Score -1.000671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 202248 members 
Entering Unmasked Estep 
Score: -10006716.000000 Penalty: 1112.166138
	Iteration 101Q: 3 clusters Score -1.000672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 202250 members 
Entering Unmasked Estep 
Score: -10006710.000000 Penalty: 1112.166138
	Iteration 102Q: 3 clusters Score -1.000671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 202252 members 
Entering Unmasked Estep 
Score: -10006704.000000 Penalty: 1112.166138
	Iteration 103Q: 3 clusters Score -1.00067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 202254 members 
Entering Unmasked Estep 
Score: -10006698.000000 Penalty: 1112.166138
	Iteration 104Q: 3 clusters Score -1.00067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 202255 members 
Entering Unmasked Estep 
Score: -10006693.000000 Penalty: 1112.166138
	Iteration 105Q: 3 clusters Score -1.000669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 202256 members 
Entering Unmasked Estep 
Score: -10006690.000000 Penalty: 1112.166138
	Iteration 106Q: 3 clusters Score -1.000669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 202256 members 
Entering Unmasked Estep 
Score: -10006705.000000 Penalty: 1112.166138
	Iteration 107Q: 3 clusters Score -1.00067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 202258 members 
Entering Unmasked Estep 
Score: -10006702.000000 Penalty: 1112.166138
	Iteration 108Q: 3 clusters Score -1.00067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 202258 members 
Entering Unmasked Estep 
Score: -10006702.000000 Penalty: 1112.166138
	Iteration 109F: 3 clusters Score -1.00067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 175612 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 18839 members 
Mstep: Class 13 contains 38390 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 64213 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 294645 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 202258 members 
Entering Unmasked Estep 
Score: -90520736.000000 Penalty: 19121.310547
Splitting cluster 2 changes total score from -90526296.000000 to -90520736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (61417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Entering Unmasked Estep 
Score: -2807750.500000 Penalty: 501.657623
	Iteration 0F: 2 clusters Score -2807750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -2766408.250000 Penalty: 1003.315247
	Iteration 0F: 3 clusters Score -2766408 nChanged 29837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -2784243.500000 Penalty: 1003.315247
	Iteration 1F: 3 clusters Score -2784244 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -2784843.000000 Penalty: 1003.315247
	Iteration 2Q: 3 clusters Score -2784843 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -2785567.000000 Penalty: 1003.315247
	Iteration 3Q: 3 clusters Score -2785567 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -2786730.750000 Penalty: 1003.315247
	Iteration 4Q: 3 clusters Score -2786731 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -2788848.750000 Penalty: 1003.315247
	Iteration 5F: 3 clusters Score -2788849 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -2792150.500000 Penalty: 1003.315247
	Iteration 6F: 3 clusters Score -2792150 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -2795511.750000 Penalty: 1003.315247
	Iteration 7F: 3 clusters Score -2795512 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -2797927.000000 Penalty: 1003.315247
	Iteration 8F: 3 clusters Score -2797927 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -2799351.000000 Penalty: 1003.315247
	Iteration 9Q: 3 clusters Score -2799351 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -2800326.500000 Penalty: 1003.315247
	Iteration 10Q: 3 clusters Score -2800326 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -2801159.000000 Penalty: 1003.315247
	Iteration 11Q: 3 clusters Score -2801159 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -2802026.250000 Penalty: 1003.315247
	Iteration 12Q: 3 clusters Score -2802026 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -2802872.750000 Penalty: 1003.315247
	Iteration 13Q: 3 clusters Score -2802873 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -2803741.000000 Penalty: 1003.315247
	Iteration 14Q: 3 clusters Score -2803741 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -2804535.750000 Penalty: 1003.315247
	Iteration 15Q: 3 clusters Score -2804536 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -2805167.250000 Penalty: 1003.315247
	Iteration 16Q: 3 clusters Score -2805167 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -2805714.000000 Penalty: 1003.315247
	Iteration 17Q: 3 clusters Score -2805714 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -2806170.250000 Penalty: 1003.315247
	Iteration 18Q: 3 clusters Score -2806170 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -2806574.500000 Penalty: 1003.315247
	Iteration 19Q: 3 clusters Score -2806574 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -2806902.250000 Penalty: 1003.315247
	Iteration 20F: 3 clusters Score -2806902 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -2807140.500000 Penalty: 1003.315247
	Iteration 21Q: 3 clusters Score -2807140 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -2807292.000000 Penalty: 1003.315247
	Iteration 22Q: 3 clusters Score -2807292 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -2807382.750000 Penalty: 1003.315247
	Iteration 23Q: 3 clusters Score -2807383 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -2807454.750000 Penalty: 1003.315247
	Iteration 24Q: 3 clusters Score -2807455 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -2807490.250000 Penalty: 1003.315247
	Iteration 25Q: 3 clusters Score -2807490 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -2807518.750000 Penalty: 1003.315247
	Iteration 26Q: 3 clusters Score -2807519 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -2807542.500000 Penalty: 1003.315247
	Iteration 27Q: 3 clusters Score -2807542 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -2807553.500000 Penalty: 1003.315247
	Iteration 28Q: 3 clusters Score -2807554 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -2807565.000000 Penalty: 1003.315247
	Iteration 29Q: 3 clusters Score -2807565 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -2807584.500000 Penalty: 1003.315247
	Iteration 30Q: 3 clusters Score -2807584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -2807598.000000 Penalty: 1003.315247
	Iteration 31Q: 3 clusters Score -2807598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -2807603.750000 Penalty: 1003.315247
	Iteration 32Q: 3 clusters Score -2807604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -2807613.250000 Penalty: 1003.315247
	Iteration 33Q: 3 clusters Score -2807613 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -2807627.750000 Penalty: 1003.315247
	Iteration 34Q: 3 clusters Score -2807628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -2807641.500000 Penalty: 1003.315247
	Iteration 35Q: 3 clusters Score -2807642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -2807648.250000 Penalty: 1003.315247
	Iteration 36Q: 3 clusters Score -2807648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -2807655.250000 Penalty: 1003.315247
	Iteration 37Q: 3 clusters Score -2807655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -2807666.500000 Penalty: 1003.315247
	Iteration 38Q: 3 clusters Score -2807666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -2807673.500000 Penalty: 1003.315247
	Iteration 39Q: 3 clusters Score -2807674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -2807676.000000 Penalty: 1003.315247
	Iteration 40F: 3 clusters Score -2807676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -2807686.250000 Penalty: 1003.315247
	Iteration 41Q: 3 clusters Score -2807686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -2807690.750000 Penalty: 1003.315247
	Iteration 42Q: 3 clusters Score -2807691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -2807692.750000 Penalty: 1003.315247
	Iteration 43Q: 3 clusters Score -2807693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -2807693.250000 Penalty: 1003.315247
	Iteration 44Q: 3 clusters Score -2807693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -2807700.500000 Penalty: 1003.315247
	Iteration 45Q: 3 clusters Score -2807700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -2807699.750000 Penalty: 1003.315247
	Iteration 46Q: 3 clusters Score -2807700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -2807701.750000 Penalty: 1003.315247
	Iteration 47Q: 3 clusters Score -2807702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -2807704.000000 Penalty: 1003.315247
	Iteration 48Q: 3 clusters Score -2807704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -2807703.250000 Penalty: 1003.315247
	Iteration 49Q: 3 clusters Score -2807703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -2807705.000000 Penalty: 1003.315247
	Iteration 50Q: 3 clusters Score -2807705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -2807706.250000 Penalty: 1003.315247
	Iteration 51Q: 3 clusters Score -2807706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -2807706.250000 Penalty: 1003.315247
	Iteration 52Q: 3 clusters Score -2807706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -2807705.500000 Penalty: 1003.315247
	Iteration 53Q: 3 clusters Score -2807706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 60048 members 
Entering Unmasked Estep 
Score: -2807703.250000 Penalty: 1003.315247
	Iteration 54Q: 3 clusters Score -2807703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -2807702.750000 Penalty: 1003.315247
	Iteration 55Q: 3 clusters Score -2807703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -2807703.500000 Penalty: 1003.315247
	Iteration 56Q: 3 clusters Score -2807704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -2807703.500000 Penalty: 1003.315247
	Iteration 57F: 3 clusters Score -2807704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (217245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217245 members 
Entering Unmasked Estep 
Score: -10219631.000000 Penalty: 559.139526
	Iteration 0F: 2 clusters Score -1.021963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 108209 members 
Entering Unmasked Estep 
Score: -10074384.000000 Penalty: 1118.279053
	Iteration 0F: 3 clusters Score -1.007438e+07 nChanged 106774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130192 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -10144390.000000 Penalty: 1118.279053
	Iteration 1F: 3 clusters Score -1.014439e+07 nChanged 13582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142748 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -10152559.000000 Penalty: 1118.279053
	Iteration 2F: 3 clusters Score -1.015256e+07 nChanged 17093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159305 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -10165688.000000 Penalty: 1118.279053
	Iteration 3F: 3 clusters Score -1.016569e+07 nChanged 18660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177647 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -10182575.000000 Penalty: 1118.279053
	Iteration 4F: 3 clusters Score -1.018258e+07 nChanged 16551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194050 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -10198933.000000 Penalty: 1118.279053
	Iteration 5F: 3 clusters Score -1.019893e+07 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205760 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -10210926.000000 Penalty: 1118.279053
	Iteration 6F: 3 clusters Score -1.021093e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212392 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -10216443.000000 Penalty: 1118.279053
	Iteration 7Q: 3 clusters Score -1.021644e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215466 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -10218304.000000 Penalty: 1118.279053
	Iteration 8Q: 3 clusters Score -1.02183e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216524 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10218862.000000 Penalty: 1118.279053
	Iteration 9Q: 3 clusters Score -1.021886e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216825 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10219097.000000 Penalty: 1118.279053
	Iteration 10Q: 3 clusters Score -1.02191e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216889 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10219259.000000 Penalty: 1118.279053
	Iteration 11Q: 3 clusters Score -1.021926e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216877 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10219400.000000 Penalty: 1118.279053
	Iteration 12Q: 3 clusters Score -1.02194e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216815 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10219520.000000 Penalty: 1118.279053
	Iteration 13Q: 3 clusters Score -1.021952e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216743 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10219615.000000 Penalty: 1118.279053
	Iteration 14Q: 3 clusters Score -1.021962e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216668 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10219669.000000 Penalty: 1118.279053
	Iteration 15Q: 3 clusters Score -1.021967e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216606 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10219747.000000 Penalty: 1118.279053
	Iteration 16Q: 3 clusters Score -1.021975e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216548 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10219769.000000 Penalty: 1118.279053
	Iteration 17Q: 3 clusters Score -1.021977e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216525 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10219785.000000 Penalty: 1118.279053
	Iteration 18Q: 3 clusters Score -1.021978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216505 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10219789.000000 Penalty: 1118.279053
	Iteration 19Q: 3 clusters Score -1.021979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216489 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10219836.000000 Penalty: 1118.279053
	Iteration 20F: 3 clusters Score -1.021984e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216437 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10219867.000000 Penalty: 1118.279053
	Iteration 21Q: 3 clusters Score -1.021987e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216401 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10219876.000000 Penalty: 1118.279053
	Iteration 22Q: 3 clusters Score -1.021988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216383 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10219873.000000 Penalty: 1118.279053
	Iteration 23Q: 3 clusters Score -1.021987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216372 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10219878.000000 Penalty: 1118.279053
	Iteration 24Q: 3 clusters Score -1.021988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216362 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10219881.000000 Penalty: 1118.279053
	Iteration 25Q: 3 clusters Score -1.021988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216352 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10219886.000000 Penalty: 1118.279053
	Iteration 26Q: 3 clusters Score -1.021989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216344 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10219898.000000 Penalty: 1118.279053
	Iteration 27Q: 3 clusters Score -1.02199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216336 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10219899.000000 Penalty: 1118.279053
	Iteration 28Q: 3 clusters Score -1.02199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216331 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10219903.000000 Penalty: 1118.279053
	Iteration 29Q: 3 clusters Score -1.02199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216325 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10219901.000000 Penalty: 1118.279053
	Iteration 30Q: 3 clusters Score -1.02199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216322 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10219902.000000 Penalty: 1118.279053
	Iteration 31Q: 3 clusters Score -1.02199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216318 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10219907.000000 Penalty: 1118.279053
	Iteration 32Q: 3 clusters Score -1.021991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216318 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10219907.000000 Penalty: 1118.279053
	Iteration 33F: 3 clusters Score -1.021991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 216318 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 175612 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 18839 members 
Mstep: Class 13 contains 38390 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 64213 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 294645 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 927 members 
Entering Unmasked Estep 
Score: -90520576.000000 Penalty: 19121.310547
Splitting cluster 4 changes total score from -90526296.000000 to -90520576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Entering Unmasked Estep 
Score: -199170.500000 Penalty: 384.620056
	Iteration 0F: 2 clusters Score -199170.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -196010.703125 Penalty: 769.240112
	Iteration 0F: 3 clusters Score -196010.7 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -197233.078125 Penalty: 769.240112
	Iteration 1F: 3 clusters Score -197233.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -197572.984375 Penalty: 769.240112
	Iteration 2F: 3 clusters Score -197573 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -198040.250000 Penalty: 769.240112
	Iteration 3F: 3 clusters Score -198040.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -198598.953125 Penalty: 769.240112
	Iteration 4F: 3 clusters Score -198599 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -199249.437500 Penalty: 769.240112
	Iteration 5F: 3 clusters Score -199249.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -199768.703125 Penalty: 769.240112
	Iteration 6F: 3 clusters Score -199768.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -200000.750000 Penalty: 769.240112
	Iteration 7Q: 3 clusters Score -200000.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -200093.609375 Penalty: 769.240112
	Iteration 8Q: 3 clusters Score -200093.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -200147.890625 Penalty: 769.240112
	Iteration 9Q: 3 clusters Score -200147.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -200173.843750 Penalty: 769.240112
	Iteration 10Q: 3 clusters Score -200173.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -200185.062500 Penalty: 769.240112
	Iteration 11Q: 3 clusters Score -200185.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -200194.265625 Penalty: 769.240112
	Iteration 12Q: 3 clusters Score -200194.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -200201.546875 Penalty: 769.240112
	Iteration 13Q: 3 clusters Score -200201.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -200204.390625 Penalty: 769.240112
	Iteration 14Q: 3 clusters Score -200204.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -200206.984375 Penalty: 769.240112
	Iteration 15Q: 3 clusters Score -200207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -200208.203125 Penalty: 769.240112
	Iteration 16Q: 3 clusters Score -200208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -200209.265625 Penalty: 769.240112
	Iteration 17Q: 3 clusters Score -200209.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -200210.656250 Penalty: 769.240112
	Iteration 18Q: 3 clusters Score -200210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -200212.328125 Penalty: 769.240112
	Iteration 19Q: 3 clusters Score -200212.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -200213.921875 Penalty: 769.240112
	Iteration 20F: 3 clusters Score -200213.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -200214.546875 Penalty: 769.240112
	Iteration 21Q: 3 clusters Score -200214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -200215.609375 Penalty: 769.240112
	Iteration 22Q: 3 clusters Score -200215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -200216.312500 Penalty: 769.240112
	Iteration 23Q: 3 clusters Score -200216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -200216.328125 Penalty: 769.240112
	Iteration 24Q: 3 clusters Score -200216.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -200216.375000 Penalty: 769.240112
	Iteration 25Q: 3 clusters Score -200216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -200216.187500 Penalty: 769.240112
	Iteration 26Q: 3 clusters Score -200216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -200216.187500 Penalty: 769.240112
	Iteration 27F: 3 clusters Score -200216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 175612 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 18839 members 
Mstep: Class 13 contains 38390 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 64213 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 294645 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 2841 members 
Entering Unmasked Estep 
Score: -90521192.000000 Penalty: 19121.310547
Splitting cluster 5 changes total score from -90526296.000000 to -90521192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -111490.000000 Penalty: 349.216217
	Iteration 0F: 2 clusters Score -111490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -109959.843750 Penalty: 698.432434
	Iteration 0F: 3 clusters Score -109959.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -110420.320312 Penalty: 698.432434
	Iteration 1F: 3 clusters Score -110420.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -110500.523438 Penalty: 698.432434
	Iteration 2F: 3 clusters Score -110500.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -110589.625000 Penalty: 698.432434
	Iteration 3F: 3 clusters Score -110589.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110672.218750 Penalty: 698.432434
	Iteration 4F: 3 clusters Score -110672.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -110758.656250 Penalty: 698.432434
	Iteration 5F: 3 clusters Score -110758.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110829.789062 Penalty: 698.432434
	Iteration 6F: 3 clusters Score -110829.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -110895.343750 Penalty: 698.432434
	Iteration 7Q: 3 clusters Score -110895.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110957.343750 Penalty: 698.432434
	Iteration 8Q: 3 clusters Score -110957.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -111034.601562 Penalty: 698.432434
	Iteration 9Q: 3 clusters Score -111034.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -111073.421875 Penalty: 698.432434
	Iteration 10Q: 3 clusters Score -111073.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -111098.507812 Penalty: 698.432434
	Iteration 11Q: 3 clusters Score -111098.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -111116.390625 Penalty: 698.432434
	Iteration 12Q: 3 clusters Score -111116.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -111124.898438 Penalty: 698.432434
	Iteration 13Q: 3 clusters Score -111124.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -111129.351562 Penalty: 698.432434
	Iteration 14Q: 3 clusters Score -111129.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -111134.398438 Penalty: 698.432434
	Iteration 15Q: 3 clusters Score -111134.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -111142.093750 Penalty: 698.432434
	Iteration 16Q: 3 clusters Score -111142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -111146.328125 Penalty: 698.432434
	Iteration 17Q: 3 clusters Score -111146.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -111147.906250 Penalty: 698.432434
	Iteration 18Q: 3 clusters Score -111147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -111148.351562 Penalty: 698.432434
	Iteration 19Q: 3 clusters Score -111148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -111148.921875 Penalty: 698.432434
	Iteration 20F: 3 clusters Score -111148.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Entering Unmasked Estep 
Score: -411988.843750 Penalty: 412.812439
	Iteration 0F: 2 clusters Score -411988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -406188.250000 Penalty: 825.624878
	Iteration 0F: 3 clusters Score -406188.2 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -408375.843750 Penalty: 825.624878
	Iteration 1F: 3 clusters Score -408375.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -408522.093750 Penalty: 825.624878
	Iteration 2Q: 3 clusters Score -408522.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -408694.281250 Penalty: 825.624878
	Iteration 3Q: 3 clusters Score -408694.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -408934.312500 Penalty: 825.624878
	Iteration 4F: 3 clusters Score -408934.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -409242.687500 Penalty: 825.624878
	Iteration 5F: 3 clusters Score -409242.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -409666.718750 Penalty: 825.624878
	Iteration 6F: 3 clusters Score -409666.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -410184.875000 Penalty: 825.624878
	Iteration 7F: 3 clusters Score -410184.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -410709.968750 Penalty: 825.624878
	Iteration 8F: 3 clusters Score -410710 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -411150.656250 Penalty: 825.624878
	Iteration 9Q: 3 clusters Score -411150.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -411407.718750 Penalty: 825.624878
	Iteration 10Q: 3 clusters Score -411407.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -411528.531250 Penalty: 825.624878
	Iteration 11Q: 3 clusters Score -411528.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -411588.750000 Penalty: 825.624878
	Iteration 12Q: 3 clusters Score -411588.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -411621.187500 Penalty: 825.624878
	Iteration 13Q: 3 clusters Score -411621.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -411650.937500 Penalty: 825.624878
	Iteration 14Q: 3 clusters Score -411650.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -411671.906250 Penalty: 825.624878
	Iteration 15Q: 3 clusters Score -411671.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -411688.687500 Penalty: 825.624878
	Iteration 16Q: 3 clusters Score -411688.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -411705.968750 Penalty: 825.624878
	Iteration 17Q: 3 clusters Score -411706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -411717.500000 Penalty: 825.624878
	Iteration 18Q: 3 clusters Score -411717.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -411726.531250 Penalty: 825.624878
	Iteration 19Q: 3 clusters Score -411726.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -411733.500000 Penalty: 825.624878
	Iteration 20F: 3 clusters Score -411733.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -411738.843750 Penalty: 825.624878
	Iteration 21Q: 3 clusters Score -411738.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -411742.968750 Penalty: 825.624878
	Iteration 22Q: 3 clusters Score -411743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -411745.687500 Penalty: 825.624878
	Iteration 23Q: 3 clusters Score -411745.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -411747.218750 Penalty: 825.624878
	Iteration 24Q: 3 clusters Score -411747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -411748.406250 Penalty: 825.624878
	Iteration 25Q: 3 clusters Score -411748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -411749.187500 Penalty: 825.624878
	Iteration 26Q: 3 clusters Score -411749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -411750.593750 Penalty: 825.624878
	Iteration 27Q: 3 clusters Score -411750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -411752.968750 Penalty: 825.624878
	Iteration 28Q: 3 clusters Score -411753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -411754.687500 Penalty: 825.624878
	Iteration 29Q: 3 clusters Score -411754.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -411756.218750 Penalty: 825.624878
	Iteration 30Q: 3 clusters Score -411756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -411757.093750 Penalty: 825.624878
	Iteration 31Q: 3 clusters Score -411757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -411759.031250 Penalty: 825.624878
	Iteration 32Q: 3 clusters Score -411759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -411760.937500 Penalty: 825.624878
	Iteration 33Q: 3 clusters Score -411760.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -411762.906250 Penalty: 825.624878
	Iteration 34Q: 3 clusters Score -411762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -411764.250000 Penalty: 825.624878
	Iteration 35Q: 3 clusters Score -411764.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -411764.531250 Penalty: 825.624878
	Iteration 36Q: 3 clusters Score -411764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -411766.625000 Penalty: 825.624878
	Iteration 37Q: 3 clusters Score -411766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -411768.593750 Penalty: 825.624878
	Iteration 38Q: 3 clusters Score -411768.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -411770.437500 Penalty: 825.624878
	Iteration 39Q: 3 clusters Score -411770.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -411771.531250 Penalty: 825.624878
	Iteration 40F: 3 clusters Score -411771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -411771.031250 Penalty: 825.624878
	Iteration 41Q: 3 clusters Score -411771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -411771.593750 Penalty: 825.624878
	Iteration 42Q: 3 clusters Score -411771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -411771.000000 Penalty: 825.624878
	Iteration 43Q: 3 clusters Score -411771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -411771.000000 Penalty: 825.624878
	Iteration 44F: 3 clusters Score -411771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Entering Unmasked Estep 
Score: -1445233.500000 Penalty: 468.059143
	Iteration 0F: 2 clusters Score -1445234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1425663.125000 Penalty: 936.118286
	Iteration 0F: 3 clusters Score -1425663 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1433726.750000 Penalty: 936.118286
	Iteration 1F: 3 clusters Score -1433727 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1434168.500000 Penalty: 936.118286
	Iteration 2Q: 3 clusters Score -1434168 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1434780.125000 Penalty: 936.118286
	Iteration 3Q: 3 clusters Score -1434780 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1435764.625000 Penalty: 936.118286
	Iteration 4F: 3 clusters Score -1435765 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1437103.375000 Penalty: 936.118286
	Iteration 5F: 3 clusters Score -1437103 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1438689.250000 Penalty: 936.118286
	Iteration 6F: 3 clusters Score -1438689 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1439863.125000 Penalty: 936.118286
	Iteration 7F: 3 clusters Score -1439863 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1440371.625000 Penalty: 936.118286
	Iteration 8Q: 3 clusters Score -1440372 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1440571.750000 Penalty: 936.118286
	Iteration 9Q: 3 clusters Score -1440572 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1440694.125000 Penalty: 936.118286
	Iteration 10Q: 3 clusters Score -1440694 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1440802.125000 Penalty: 936.118286
	Iteration 11Q: 3 clusters Score -1440802 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1440900.500000 Penalty: 936.118286
	Iteration 12Q: 3 clusters Score -1440900 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1441000.250000 Penalty: 936.118286
	Iteration 13Q: 3 clusters Score -1441000 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1441118.875000 Penalty: 936.118286
	Iteration 14Q: 3 clusters Score -1441119 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1441249.875000 Penalty: 936.118286
	Iteration 15Q: 3 clusters Score -1441250 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1441393.875000 Penalty: 936.118286
	Iteration 16Q: 3 clusters Score -1441394 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1441530.000000 Penalty: 936.118286
	Iteration 17Q: 3 clusters Score -1441530 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1441685.250000 Penalty: 936.118286
	Iteration 18Q: 3 clusters Score -1441685 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1441881.375000 Penalty: 936.118286
	Iteration 19Q: 3 clusters Score -1441881 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1442097.750000 Penalty: 936.118286
	Iteration 20F: 3 clusters Score -1442098 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -1442285.000000 Penalty: 936.118286
	Iteration 21Q: 3 clusters Score -1442285 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1442490.500000 Penalty: 936.118286
	Iteration 22Q: 3 clusters Score -1442490 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -1442701.375000 Penalty: 936.118286
	Iteration 23Q: 3 clusters Score -1442701 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1442908.250000 Penalty: 936.118286
	Iteration 24Q: 3 clusters Score -1442908 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1443077.000000 Penalty: 936.118286
	Iteration 25Q: 3 clusters Score -1443077 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -1443237.375000 Penalty: 936.118286
	Iteration 26Q: 3 clusters Score -1443237 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -1443374.750000 Penalty: 936.118286
	Iteration 27Q: 3 clusters Score -1443375 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -1443484.375000 Penalty: 936.118286
	Iteration 28Q: 3 clusters Score -1443484 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -1443589.500000 Penalty: 936.118286
	Iteration 29Q: 3 clusters Score -1443590 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -1443673.500000 Penalty: 936.118286
	Iteration 30Q: 3 clusters Score -1443674 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -1443748.000000 Penalty: 936.118286
	Iteration 31Q: 3 clusters Score -1443748 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -1443824.625000 Penalty: 936.118286
	Iteration 32Q: 3 clusters Score -1443825 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -1443884.000000 Penalty: 936.118286
	Iteration 33Q: 3 clusters Score -1443884 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -1443934.250000 Penalty: 936.118286
	Iteration 34Q: 3 clusters Score -1443934 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -1443995.125000 Penalty: 936.118286
	Iteration 35Q: 3 clusters Score -1443995 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -1444046.625000 Penalty: 936.118286
	Iteration 36Q: 3 clusters Score -1444047 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -1444097.625000 Penalty: 936.118286
	Iteration 37Q: 3 clusters Score -1444098 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -1444154.375000 Penalty: 936.118286
	Iteration 38Q: 3 clusters Score -1444154 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -1444207.625000 Penalty: 936.118286
	Iteration 39Q: 3 clusters Score -1444208 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -1444248.500000 Penalty: 936.118286
	Iteration 40F: 3 clusters Score -1444248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -1444286.875000 Penalty: 936.118286
	Iteration 41Q: 3 clusters Score -1444287 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -1444333.000000 Penalty: 936.118286
	Iteration 42Q: 3 clusters Score -1444333 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -1444368.875000 Penalty: 936.118286
	Iteration 43Q: 3 clusters Score -1444369 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -1444424.000000 Penalty: 936.118286
	Iteration 44Q: 3 clusters Score -1444424 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -1444466.125000 Penalty: 936.118286
	Iteration 45Q: 3 clusters Score -1444466 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -1444510.875000 Penalty: 936.118286
	Iteration 46Q: 3 clusters Score -1444511 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -1444539.000000 Penalty: 936.118286
	Iteration 47Q: 3 clusters Score -1444539 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -1444579.250000 Penalty: 936.118286
	Iteration 48Q: 3 clusters Score -1444579 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -1444605.000000 Penalty: 936.118286
	Iteration 49Q: 3 clusters Score -1444605 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -1444627.625000 Penalty: 936.118286
	Iteration 50Q: 3 clusters Score -1444628 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -1444652.375000 Penalty: 936.118286
	Iteration 51Q: 3 clusters Score -1444652 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -1444668.250000 Penalty: 936.118286
	Iteration 52Q: 3 clusters Score -1444668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -1444694.125000 Penalty: 936.118286
	Iteration 53Q: 3 clusters Score -1444694 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -1444713.875000 Penalty: 936.118286
	Iteration 54Q: 3 clusters Score -1444714 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -1444731.250000 Penalty: 936.118286
	Iteration 55Q: 3 clusters Score -1444731 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -1444747.875000 Penalty: 936.118286
	Iteration 56Q: 3 clusters Score -1444748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -1444764.875000 Penalty: 936.118286
	Iteration 57Q: 3 clusters Score -1444765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -1444777.625000 Penalty: 936.118286
	Iteration 58Q: 3 clusters Score -1444778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -1444794.250000 Penalty: 936.118286
	Iteration 59Q: 3 clusters Score -1444794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -1444803.875000 Penalty: 936.118286
	Iteration 60F: 3 clusters Score -1444804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -1444810.375000 Penalty: 936.118286
	Iteration 61Q: 3 clusters Score -1444810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -1444826.375000 Penalty: 936.118286
	Iteration 62Q: 3 clusters Score -1444826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -1444840.750000 Penalty: 936.118286
	Iteration 63Q: 3 clusters Score -1444841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -1444848.375000 Penalty: 936.118286
	Iteration 64Q: 3 clusters Score -1444848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -1444855.750000 Penalty: 936.118286
	Iteration 65Q: 3 clusters Score -1444856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -1444863.500000 Penalty: 936.118286
	Iteration 66Q: 3 clusters Score -1444864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -1444871.375000 Penalty: 936.118286
	Iteration 67Q: 3 clusters Score -1444871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -1444880.250000 Penalty: 936.118286
	Iteration 68Q: 3 clusters Score -1444880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -1444889.375000 Penalty: 936.118286
	Iteration 69Q: 3 clusters Score -1444889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -1444900.625000 Penalty: 936.118286
	Iteration 70Q: 3 clusters Score -1444901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -1444903.375000 Penalty: 936.118286
	Iteration 71Q: 3 clusters Score -1444903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -1444904.375000 Penalty: 936.118286
	Iteration 72Q: 3 clusters Score -1444904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -1444909.250000 Penalty: 936.118286
	Iteration 73Q: 3 clusters Score -1444909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -1444914.000000 Penalty: 936.118286
	Iteration 74Q: 3 clusters Score -1444914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -1444914.625000 Penalty: 936.118286
	Iteration 75Q: 3 clusters Score -1444915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -1444914.125000 Penalty: 936.118286
	Iteration 76Q: 3 clusters Score -1444914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -1444918.375000 Penalty: 936.118286
	Iteration 77Q: 3 clusters Score -1444918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -1444922.500000 Penalty: 936.118286
	Iteration 78Q: 3 clusters Score -1444922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -1444924.625000 Penalty: 936.118286
	Iteration 79Q: 3 clusters Score -1444925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -1444927.125000 Penalty: 936.118286
	Iteration 80F: 3 clusters Score -1444927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -1444927.625000 Penalty: 936.118286
	Iteration 81Q: 3 clusters Score -1444928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -1444931.250000 Penalty: 936.118286
	Iteration 82Q: 3 clusters Score -1444931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -1444933.750000 Penalty: 936.118286
	Iteration 83Q: 3 clusters Score -1444934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -1444934.375000 Penalty: 936.118286
	Iteration 84Q: 3 clusters Score -1444934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -1444935.500000 Penalty: 936.118286
	Iteration 85Q: 3 clusters Score -1444936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -1444937.875000 Penalty: 936.118286
	Iteration 86Q: 3 clusters Score -1444938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -1444943.250000 Penalty: 936.118286
	Iteration 87Q: 3 clusters Score -1444943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -1444943.000000 Penalty: 936.118286
	Iteration 88Q: 3 clusters Score -1444943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -1444948.750000 Penalty: 936.118286
	Iteration 89Q: 3 clusters Score -1444949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -1444949.875000 Penalty: 936.118286
	Iteration 90Q: 3 clusters Score -1444950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -1444951.375000 Penalty: 936.118286
	Iteration 91Q: 3 clusters Score -1444951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -1444954.750000 Penalty: 936.118286
	Iteration 92Q: 3 clusters Score -1444955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -1444956.500000 Penalty: 936.118286
	Iteration 93Q: 3 clusters Score -1444956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -1444956.500000 Penalty: 936.118286
	Iteration 94Q: 3 clusters Score -1444956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -1444956.625000 Penalty: 936.118286
	Iteration 95Q: 3 clusters Score -1444957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -1444956.375000 Penalty: 936.118286
	Iteration 96Q: 3 clusters Score -1444956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -1444957.250000 Penalty: 936.118286
	Iteration 97Q: 3 clusters Score -1444957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -1444958.000000 Penalty: 936.118286
	Iteration 98Q: 3 clusters Score -1444958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -1444958.000000 Penalty: 936.118286
	Iteration 99F: 3 clusters Score -1444958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -60833.871094 Penalty: 326.831573
	Iteration 0F: 2 clusters Score -60833.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -59844.417969 Penalty: 653.663147
	Iteration 0F: 3 clusters Score -59844.42 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60138.898438 Penalty: 653.663147
	Iteration 1F: 3 clusters Score -60138.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -60193.175781 Penalty: 653.663147
	Iteration 2F: 3 clusters Score -60193.18 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60239.433594 Penalty: 653.663147
	Iteration 3F: 3 clusters Score -60239.43 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60273.886719 Penalty: 653.663147
	Iteration 4Q: 3 clusters Score -60273.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60303.585938 Penalty: 653.663147
	Iteration 5Q: 3 clusters Score -60303.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60335.718750 Penalty: 653.663147
	Iteration 6Q: 3 clusters Score -60335.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60365.550781 Penalty: 653.663147
	Iteration 7Q: 3 clusters Score -60365.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60394.371094 Penalty: 653.663147
	Iteration 8Q: 3 clusters Score -60394.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60433.031250 Penalty: 653.663147
	Iteration 9Q: 3 clusters Score -60433.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60464.183594 Penalty: 653.663147
	Iteration 10Q: 3 clusters Score -60464.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60488.128906 Penalty: 653.663147
	Iteration 11Q: 3 clusters Score -60488.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60514.085938 Penalty: 653.663147
	Iteration 12Q: 3 clusters Score -60514.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60529.527344 Penalty: 653.663147
	Iteration 13Q: 3 clusters Score -60529.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60535.941406 Penalty: 653.663147
	Iteration 14Q: 3 clusters Score -60535.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60539.761719 Penalty: 653.663147
	Iteration 15Q: 3 clusters Score -60539.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -60543.527344 Penalty: 653.663147
	Iteration 16Q: 3 clusters Score -60543.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60546.949219 Penalty: 653.663147
	Iteration 17Q: 3 clusters Score -60546.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60548.671875 Penalty: 653.663147
	Iteration 18Q: 3 clusters Score -60548.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60549.191406 Penalty: 653.663147
	Iteration 19Q: 3 clusters Score -60549.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60549.191406 Penalty: 653.663147
	Iteration 20F: 3 clusters Score -60549.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (175612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175612 members 
Entering Unmasked Estep 
Score: -8822993.000000 Penalty: 549.459473
	Iteration 0F: 2 clusters Score -8822993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -8724702.000000 Penalty: 1098.918945
	Iteration 0F: 3 clusters Score -8724702 nChanged 86263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -8778016.000000 Penalty: 1098.918945
	Iteration 1F: 3 clusters Score -8778016 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -8780752.000000 Penalty: 1098.918945
	Iteration 2F: 3 clusters Score -8780752 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -8785021.000000 Penalty: 1098.918945
	Iteration 3F: 3 clusters Score -8785021 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -8791578.000000 Penalty: 1098.918945
	Iteration 4F: 3 clusters Score -8791578 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -8801662.000000 Penalty: 1098.918945
	Iteration 5F: 3 clusters Score -8801662 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -8812911.000000 Penalty: 1098.918945
	Iteration 6F: 3 clusters Score -8812911 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -8819292.000000 Penalty: 1098.918945
	Iteration 7F: 3 clusters Score -8819292 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -8821356.000000 Penalty: 1098.918945
	Iteration 8Q: 3 clusters Score -8821356 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93655 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -8822142.000000 Penalty: 1098.918945
	Iteration 9Q: 3 clusters Score -8822142 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 84027 members 
Entering Unmasked Estep 
Score: -8822621.000000 Penalty: 1098.918945
	Iteration 10Q: 3 clusters Score -8822621 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89257 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -8823211.000000 Penalty: 1098.918945
	Iteration 11Q: 3 clusters Score -8823211 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -8823678.000000 Penalty: 1098.918945
	Iteration 12Q: 3 clusters Score -8823678 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 91535 members 
Entering Unmasked Estep 
Score: -8824171.000000 Penalty: 1098.918945
	Iteration 13Q: 3 clusters Score -8824171 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 94318 members 
Entering Unmasked Estep 
Score: -8824577.000000 Penalty: 1098.918945
	Iteration 14Q: 3 clusters Score -8824577 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 97144 members 
Entering Unmasked Estep 
Score: -8824905.000000 Penalty: 1098.918945
	Iteration 15Q: 3 clusters Score -8824905 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 100018 members 
Entering Unmasked Estep 
Score: -8825267.000000 Penalty: 1098.918945
	Iteration 16Q: 3 clusters Score -8825267 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 102949 members 
Entering Unmasked Estep 
Score: -8825933.000000 Penalty: 1098.918945
	Iteration 17Q: 3 clusters Score -8825933 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 105396 members 
Entering Unmasked Estep 
Score: -8826451.000000 Penalty: 1098.918945
	Iteration 18Q: 3 clusters Score -8826451 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 107352 members 
Entering Unmasked Estep 
Score: -8826858.000000 Penalty: 1098.918945
	Iteration 19Q: 3 clusters Score -8826858 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -8827192.000000 Penalty: 1098.918945
	Iteration 20F: 3 clusters Score -8827192 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 110063 members 
Entering Unmasked Estep 
Score: -8827419.000000 Penalty: 1098.918945
	Iteration 21Q: 3 clusters Score -8827419 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 111046 members 
Entering Unmasked Estep 
Score: -8827633.000000 Penalty: 1098.918945
	Iteration 22Q: 3 clusters Score -8827633 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 111727 members 
Entering Unmasked Estep 
Score: -8827822.000000 Penalty: 1098.918945
	Iteration 23Q: 3 clusters Score -8827822 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 112231 members 
Entering Unmasked Estep 
Score: -8827943.000000 Penalty: 1098.918945
	Iteration 24Q: 3 clusters Score -8827943 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 112544 members 
Entering Unmasked Estep 
Score: -8828140.000000 Penalty: 1098.918945
	Iteration 25Q: 3 clusters Score -8828140 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -8828275.000000 Penalty: 1098.918945
	Iteration 26Q: 3 clusters Score -8828275 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 112959 members 
Entering Unmasked Estep 
Score: -8828476.000000 Penalty: 1098.918945
	Iteration 27Q: 3 clusters Score -8828476 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 112965 members 
Entering Unmasked Estep 
Score: -8828610.000000 Penalty: 1098.918945
	Iteration 28Q: 3 clusters Score -8828610 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 112846 members 
Entering Unmasked Estep 
Score: -8828732.000000 Penalty: 1098.918945
	Iteration 29Q: 3 clusters Score -8828732 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 112634 members 
Entering Unmasked Estep 
Score: -8828950.000000 Penalty: 1098.918945
	Iteration 30Q: 3 clusters Score -8828950 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 112401 members 
Entering Unmasked Estep 
Score: -8829122.000000 Penalty: 1098.918945
	Iteration 31Q: 3 clusters Score -8829122 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 112197 members 
Entering Unmasked Estep 
Score: -8829290.000000 Penalty: 1098.918945
	Iteration 32Q: 3 clusters Score -8829290 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 111944 members 
Entering Unmasked Estep 
Score: -8829440.000000 Penalty: 1098.918945
	Iteration 33Q: 3 clusters Score -8829440 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 111734 members 
Entering Unmasked Estep 
Score: -8829567.000000 Penalty: 1098.918945
	Iteration 34Q: 3 clusters Score -8829567 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 111565 members 
Entering Unmasked Estep 
Score: -8829698.000000 Penalty: 1098.918945
	Iteration 35Q: 3 clusters Score -8829698 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -8829898.000000 Penalty: 1098.918945
	Iteration 36Q: 3 clusters Score -8829898 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 111142 members 
Entering Unmasked Estep 
Score: -8830073.000000 Penalty: 1098.918945
	Iteration 37Q: 3 clusters Score -8830073 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -8830204.000000 Penalty: 1098.918945
	Iteration 38Q: 3 clusters Score -8830204 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 110741 members 
Entering Unmasked Estep 
Score: -8830308.000000 Penalty: 1098.918945
	Iteration 39Q: 3 clusters Score -8830308 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 110499 members 
Entering Unmasked Estep 
Score: -8830494.000000 Penalty: 1098.918945
	Iteration 40F: 3 clusters Score -8830494 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 110321 members 
Entering Unmasked Estep 
Score: -8830679.000000 Penalty: 1098.918945
	Iteration 41Q: 3 clusters Score -8830679 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 110078 members 
Entering Unmasked Estep 
Score: -8830754.000000 Penalty: 1098.918945
	Iteration 42Q: 3 clusters Score -8830754 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 109838 members 
Entering Unmasked Estep 
Score: -8830880.000000 Penalty: 1098.918945
	Iteration 43Q: 3 clusters Score -8830880 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 109626 members 
Entering Unmasked Estep 
Score: -8830990.000000 Penalty: 1098.918945
	Iteration 44Q: 3 clusters Score -8830990 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -8831143.000000 Penalty: 1098.918945
	Iteration 45Q: 3 clusters Score -8831143 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 109067 members 
Entering Unmasked Estep 
Score: -8831347.000000 Penalty: 1098.918945
	Iteration 46Q: 3 clusters Score -8831347 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 108791 members 
Entering Unmasked Estep 
Score: -8831405.000000 Penalty: 1098.918945
	Iteration 47Q: 3 clusters Score -8831405 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -8831491.000000 Penalty: 1098.918945
	Iteration 48Q: 3 clusters Score -8831491 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -8831558.000000 Penalty: 1098.918945
	Iteration 49Q: 3 clusters Score -8831558 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 108191 members 
Entering Unmasked Estep 
Score: -8831623.000000 Penalty: 1098.918945
	Iteration 50Q: 3 clusters Score -8831623 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -8831700.000000 Penalty: 1098.918945
	Iteration 51Q: 3 clusters Score -8831700 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 108009 members 
Entering Unmasked Estep 
Score: -8831765.000000 Penalty: 1098.918945
	Iteration 52Q: 3 clusters Score -8831765 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 107934 members 
Entering Unmasked Estep 
Score: -8831788.000000 Penalty: 1098.918945
	Iteration 53Q: 3 clusters Score -8831788 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Mstep: Class 2 contains 107923 members 
Entering Unmasked Estep 
Score: -8831780.000000 Penalty: 1098.918945
	Iteration 54Q: 3 clusters Score -8831780 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67728 members 
Mstep: Class 2 contains 107884 members 
Entering Unmasked Estep 
Score: -8831782.000000 Penalty: 1098.918945
	Iteration 55Q: 3 clusters Score -8831782 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67784 members 
Mstep: Class 2 contains 107828 members 
Entering Unmasked Estep 
Score: -8831765.000000 Penalty: 1098.918945
	Iteration 56Q: 3 clusters Score -8831765 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -8831816.000000 Penalty: 1098.918945
	Iteration 57Q: 3 clusters Score -8831816 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
Score: -8831803.000000 Penalty: 1098.918945
	Iteration 58Q: 3 clusters Score -8831803 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -8831783.000000 Penalty: 1098.918945
	Iteration 59Q: 3 clusters Score -8831783 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 107744 members 
Entering Unmasked Estep 
Score: -8831782.000000 Penalty: 1098.918945
	Iteration 60F: 3 clusters Score -8831782 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 107711 members 
Entering Unmasked Estep 
Score: -8831762.000000 Penalty: 1098.918945
	Iteration 61Q: 3 clusters Score -8831762 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 107686 members 
Entering Unmasked Estep 
Score: -8831740.000000 Penalty: 1098.918945
	Iteration 62Q: 3 clusters Score -8831740 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -8831717.000000 Penalty: 1098.918945
	Iteration 63Q: 3 clusters Score -8831717 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 107616 members 
Entering Unmasked Estep 
Score: -8831707.000000 Penalty: 1098.918945
	Iteration 64Q: 3 clusters Score -8831707 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 107595 members 
Entering Unmasked Estep 
Score: -8831707.000000 Penalty: 1098.918945
	Iteration 65Q: 3 clusters Score -8831707 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 107583 members 
Entering Unmasked Estep 
Score: -8831697.000000 Penalty: 1098.918945
	Iteration 66Q: 3 clusters Score -8831697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 107567 members 
Entering Unmasked Estep 
Score: -8831702.000000 Penalty: 1098.918945
	Iteration 67Q: 3 clusters Score -8831702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -8831712.000000 Penalty: 1098.918945
	Iteration 68Q: 3 clusters Score -8831712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -8831714.000000 Penalty: 1098.918945
	Iteration 69Q: 3 clusters Score -8831714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -8831720.000000 Penalty: 1098.918945
	Iteration 70Q: 3 clusters Score -8831720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 107544 members 
Entering Unmasked Estep 
Score: -8831727.000000 Penalty: 1098.918945
	Iteration 71Q: 3 clusters Score -8831727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 107538 members 
Entering Unmasked Estep 
Score: -8831725.000000 Penalty: 1098.918945
	Iteration 72Q: 3 clusters Score -8831725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 107531 members 
Entering Unmasked Estep 
Score: -8831721.000000 Penalty: 1098.918945
	Iteration 73Q: 3 clusters Score -8831721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 107529 members 
Entering Unmasked Estep 
Score: -8831714.000000 Penalty: 1098.918945
	Iteration 74Q: 3 clusters Score -8831714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -8831707.000000 Penalty: 1098.918945
	Iteration 75Q: 3 clusters Score -8831707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 107525 members 
Entering Unmasked Estep 
Score: -8831713.000000 Penalty: 1098.918945
	Iteration 76Q: 3 clusters Score -8831713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 107532 members 
Entering Unmasked Estep 
Score: -8831713.000000 Penalty: 1098.918945
	Iteration 77Q: 3 clusters Score -8831713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 107535 members 
Entering Unmasked Estep 
Score: -8831715.000000 Penalty: 1098.918945
	Iteration 78Q: 3 clusters Score -8831715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 107542 members 
Entering Unmasked Estep 
Score: -8831718.000000 Penalty: 1098.918945
	Iteration 79Q: 3 clusters Score -8831718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 107547 members 
Entering Unmasked Estep 
Score: -8831715.000000 Penalty: 1098.918945
	Iteration 80F: 3 clusters Score -8831715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -8831714.000000 Penalty: 1098.918945
	Iteration 81Q: 3 clusters Score -8831714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -8831714.000000 Penalty: 1098.918945
	Iteration 82Q: 3 clusters Score -8831714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 107555 members 
Entering Unmasked Estep 
Score: -8831713.000000 Penalty: 1098.918945
	Iteration 83Q: 3 clusters Score -8831713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -8831720.000000 Penalty: 1098.918945
	Iteration 84Q: 3 clusters Score -8831720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -8831720.000000 Penalty: 1098.918945
	Iteration 85F: 3 clusters Score -8831720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 68056 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 18839 members 
Mstep: Class 13 contains 38390 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 64213 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 294645 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 107556 members 
Entering Unmasked Estep 
Score: -90527872.000000 Penalty: 19121.310547
Splitting cluster 10 changes total score from -90526296.000000 to -90527872.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (7327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Entering Unmasked Estep 
Score: -351547.343750 Penalty: 404.919128
	Iteration 0F: 2 clusters Score -351547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -346630.125000 Penalty: 809.838257
	Iteration 0F: 3 clusters Score -346630.1 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -348459.093750 Penalty: 809.838257
	Iteration 1F: 3 clusters Score -348459.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -348601.093750 Penalty: 809.838257
	Iteration 2F: 3 clusters Score -348601.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -348770.187500 Penalty: 809.838257
	Iteration 3Q: 3 clusters Score -348770.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -349041.468750 Penalty: 809.838257
	Iteration 4F: 3 clusters Score -349041.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -349466.937500 Penalty: 809.838257
	Iteration 5F: 3 clusters Score -349466.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -350036.437500 Penalty: 809.838257
	Iteration 6F: 3 clusters Score -350036.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -350594.750000 Penalty: 809.838257
	Iteration 7F: 3 clusters Score -350594.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -350941.562500 Penalty: 809.838257
	Iteration 8Q: 3 clusters Score -350941.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -351091.125000 Penalty: 809.838257
	Iteration 9Q: 3 clusters Score -351091.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -351141.843750 Penalty: 809.838257
	Iteration 10Q: 3 clusters Score -351141.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -351171.906250 Penalty: 809.838257
	Iteration 11Q: 3 clusters Score -351171.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -351187.781250 Penalty: 809.838257
	Iteration 12Q: 3 clusters Score -351187.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -351200.906250 Penalty: 809.838257
	Iteration 13Q: 3 clusters Score -351200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -351206.031250 Penalty: 809.838257
	Iteration 14Q: 3 clusters Score -351206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -351209.937500 Penalty: 809.838257
	Iteration 15Q: 3 clusters Score -351209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -351212.562500 Penalty: 809.838257
	Iteration 16Q: 3 clusters Score -351212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -351215.968750 Penalty: 809.838257
	Iteration 17Q: 3 clusters Score -351216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -351217.093750 Penalty: 809.838257
	Iteration 18Q: 3 clusters Score -351217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -351217.125000 Penalty: 809.838257
	Iteration 19Q: 3 clusters Score -351217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -351218.281250 Penalty: 809.838257
	Iteration 20F: 3 clusters Score -351218.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Entering Unmasked Estep 
Score: -885614.437500 Penalty: 447.887634
	Iteration 0F: 2 clusters Score -885614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -872986.187500 Penalty: 895.775269
	Iteration 0F: 3 clusters Score -872986.2 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -878785.437500 Penalty: 895.775269
	Iteration 1F: 3 clusters Score -878785.4 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -879866.437500 Penalty: 895.775269
	Iteration 2F: 3 clusters Score -879866.4 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -881414.937500 Penalty: 895.775269
	Iteration 3F: 3 clusters Score -881414.9 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -882969.125000 Penalty: 895.775269
	Iteration 4F: 3 clusters Score -882969.1 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -884204.437500 Penalty: 895.775269
	Iteration 5F: 3 clusters Score -884204.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -885051.562500 Penalty: 895.775269
	Iteration 6Q: 3 clusters Score -885051.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -885400.187500 Penalty: 895.775269
	Iteration 7Q: 3 clusters Score -885400.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -885515.437500 Penalty: 895.775269
	Iteration 8Q: 3 clusters Score -885515.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -885577.687500 Penalty: 895.775269
	Iteration 9Q: 3 clusters Score -885577.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -885627.312500 Penalty: 895.775269
	Iteration 10Q: 3 clusters Score -885627.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -885662.687500 Penalty: 895.775269
	Iteration 11Q: 3 clusters Score -885662.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -885694.437500 Penalty: 895.775269
	Iteration 12Q: 3 clusters Score -885694.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -885710.312500 Penalty: 895.775269
	Iteration 13Q: 3 clusters Score -885710.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -885725.812500 Penalty: 895.775269
	Iteration 14Q: 3 clusters Score -885725.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -885749.562500 Penalty: 895.775269
	Iteration 15Q: 3 clusters Score -885749.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -885765.437500 Penalty: 895.775269
	Iteration 16Q: 3 clusters Score -885765.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -885783.812500 Penalty: 895.775269
	Iteration 17Q: 3 clusters Score -885783.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -885792.687500 Penalty: 895.775269
	Iteration 18Q: 3 clusters Score -885792.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -885809.750000 Penalty: 895.775269
	Iteration 19Q: 3 clusters Score -885809.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -885828.687500 Penalty: 895.775269
	Iteration 20F: 3 clusters Score -885828.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -885850.687500 Penalty: 895.775269
	Iteration 21Q: 3 clusters Score -885850.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -885866.500000 Penalty: 895.775269
	Iteration 22Q: 3 clusters Score -885866.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -885880.625000 Penalty: 895.775269
	Iteration 23Q: 3 clusters Score -885880.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -885894.125000 Penalty: 895.775269
	Iteration 24Q: 3 clusters Score -885894.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -885908.937500 Penalty: 895.775269
	Iteration 25Q: 3 clusters Score -885908.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -885930.937500 Penalty: 895.775269
	Iteration 26Q: 3 clusters Score -885930.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -885948.125000 Penalty: 895.775269
	Iteration 27Q: 3 clusters Score -885948.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -885957.750000 Penalty: 895.775269
	Iteration 28Q: 3 clusters Score -885957.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -885967.687500 Penalty: 895.775269
	Iteration 29Q: 3 clusters Score -885967.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -885972.375000 Penalty: 895.775269
	Iteration 30Q: 3 clusters Score -885972.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -885972.187500 Penalty: 895.775269
	Iteration 31Q: 3 clusters Score -885972.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -885972.062500 Penalty: 895.775269
	Iteration 32Q: 3 clusters Score -885972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -885971.750000 Penalty: 895.775269
	Iteration 33Q: 3 clusters Score -885971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -885972.750000 Penalty: 895.775269
	Iteration 34Q: 3 clusters Score -885972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -885974.375000 Penalty: 895.775269
	Iteration 35Q: 3 clusters Score -885974.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -885974.375000 Penalty: 895.775269
	Iteration 36F: 3 clusters Score -885974.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 68056 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 38390 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 64213 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 294645 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 107556 members 
Mstep: Class 30 contains 18046 members 
Entering Unmasked Estep 
Score: -90528096.000000 Penalty: 19780.666016
Splitting cluster 12 changes total score from -90526296.000000 to -90528096.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (38390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Entering Unmasked Estep 
Score: -1799726.125000 Penalty: 480.277649
	Iteration 0F: 2 clusters Score -1799726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1774029.250000 Penalty: 960.555298
	Iteration 0F: 3 clusters Score -1774029 nChanged 18543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1785071.500000 Penalty: 960.555298
	Iteration 1F: 3 clusters Score -1785072 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1786117.250000 Penalty: 960.555298
	Iteration 2F: 3 clusters Score -1786117 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1787840.750000 Penalty: 960.555298
	Iteration 3F: 3 clusters Score -1787841 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1790451.125000 Penalty: 960.555298
	Iteration 4F: 3 clusters Score -1790451 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1793506.875000 Penalty: 960.555298
	Iteration 5F: 3 clusters Score -1793507 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1796193.375000 Penalty: 960.555298
	Iteration 6F: 3 clusters Score -1796193 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1797902.500000 Penalty: 960.555298
	Iteration 7Q: 3 clusters Score -1797902 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1798766.875000 Penalty: 960.555298
	Iteration 8Q: 3 clusters Score -1798767 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1799304.500000 Penalty: 960.555298
	Iteration 9Q: 3 clusters Score -1799304 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1799702.375000 Penalty: 960.555298
	Iteration 10Q: 3 clusters Score -1799702 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1799937.125000 Penalty: 960.555298
	Iteration 11Q: 3 clusters Score -1799937 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1800004.250000 Penalty: 960.555298
	Iteration 12Q: 3 clusters Score -1800004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1800017.000000 Penalty: 960.555298
	Iteration 13Q: 3 clusters Score -1800017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1800020.500000 Penalty: 960.555298
	Iteration 14Q: 3 clusters Score -1800020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1800027.125000 Penalty: 960.555298
	Iteration 15Q: 3 clusters Score -1800027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1800025.625000 Penalty: 960.555298
	Iteration 16Q: 3 clusters Score -1800026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1800030.125000 Penalty: 960.555298
	Iteration 17Q: 3 clusters Score -1800030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1800030.000000 Penalty: 960.555298
	Iteration 18Q: 3 clusters Score -1800030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1800028.625000 Penalty: 960.555298
	Iteration 19Q: 3 clusters Score -1800029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1800027.500000 Penalty: 960.555298
	Iteration 20F: 3 clusters Score -1800028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1800030.125000 Penalty: 960.555298
	Iteration 21Q: 3 clusters Score -1800030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1800030.250000 Penalty: 960.555298
	Iteration 22Q: 3 clusters Score -1800030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1800030.750000 Penalty: 960.555298
	Iteration 23Q: 3 clusters Score -1800031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1800030.375000 Penalty: 960.555298
	Iteration 24Q: 3 clusters Score -1800030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1800030.375000 Penalty: 960.555298
	Iteration 25F: 3 clusters Score -1800030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 68056 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 37282 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 64213 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 294645 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 107556 members 
Mstep: Class 30 contains 18046 members 
Mstep: Class 31 contains 1108 members 
Entering Unmasked Estep 
Score: -90527680.000000 Penalty: 20440.023438
Splitting cluster 13 changes total score from -90526296.000000 to -90527680.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -154285.828125 Penalty: 367.566193
	Iteration 0F: 2 clusters Score -154285.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -152054.718750 Penalty: 735.132385
	Iteration 0F: 3 clusters Score -152054.7 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -152802.046875 Penalty: 735.132385
	Iteration 1F: 3 clusters Score -152802 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -152909.500000 Penalty: 735.132385
	Iteration 2F: 3 clusters Score -152909.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -153005.296875 Penalty: 735.132385
	Iteration 3F: 3 clusters Score -153005.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -153115.671875 Penalty: 735.132385
	Iteration 4F: 3 clusters Score -153115.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -153261.140625 Penalty: 735.132385
	Iteration 5F: 3 clusters Score -153261.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -153387.156250 Penalty: 735.132385
	Iteration 6F: 3 clusters Score -153387.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -153462.078125 Penalty: 735.132385
	Iteration 7Q: 3 clusters Score -153462.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -153508.125000 Penalty: 735.132385
	Iteration 8Q: 3 clusters Score -153508.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -153543.625000 Penalty: 735.132385
	Iteration 9Q: 3 clusters Score -153543.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -153565.156250 Penalty: 735.132385
	Iteration 10Q: 3 clusters Score -153565.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -153584.234375 Penalty: 735.132385
	Iteration 11Q: 3 clusters Score -153584.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -153605.984375 Penalty: 735.132385
	Iteration 12Q: 3 clusters Score -153606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -153627.468750 Penalty: 735.132385
	Iteration 13Q: 3 clusters Score -153627.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -153645.203125 Penalty: 735.132385
	Iteration 14Q: 3 clusters Score -153645.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -153659.281250 Penalty: 735.132385
	Iteration 15Q: 3 clusters Score -153659.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -153675.671875 Penalty: 735.132385
	Iteration 16Q: 3 clusters Score -153675.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -153691.765625 Penalty: 735.132385
	Iteration 17Q: 3 clusters Score -153691.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -153706.578125 Penalty: 735.132385
	Iteration 18Q: 3 clusters Score -153706.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -153723.531250 Penalty: 735.132385
	Iteration 19Q: 3 clusters Score -153723.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -153745.484375 Penalty: 735.132385
	Iteration 20F: 3 clusters Score -153745.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -153764.640625 Penalty: 735.132385
	Iteration 21Q: 3 clusters Score -153764.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -153783.093750 Penalty: 735.132385
	Iteration 22Q: 3 clusters Score -153783.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -153799.593750 Penalty: 735.132385
	Iteration 23Q: 3 clusters Score -153799.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -153813.890625 Penalty: 735.132385
	Iteration 24Q: 3 clusters Score -153813.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -153827.828125 Penalty: 735.132385
	Iteration 25Q: 3 clusters Score -153827.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -153838.578125 Penalty: 735.132385
	Iteration 26Q: 3 clusters Score -153838.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -153848.343750 Penalty: 735.132385
	Iteration 27Q: 3 clusters Score -153848.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -153857.046875 Penalty: 735.132385
	Iteration 28Q: 3 clusters Score -153857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -153867.484375 Penalty: 735.132385
	Iteration 29Q: 3 clusters Score -153867.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -153877.531250 Penalty: 735.132385
	Iteration 30Q: 3 clusters Score -153877.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -153891.140625 Penalty: 735.132385
	Iteration 31Q: 3 clusters Score -153891.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -153900.812500 Penalty: 735.132385
	Iteration 32Q: 3 clusters Score -153900.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -153905.609375 Penalty: 735.132385
	Iteration 33Q: 3 clusters Score -153905.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -153909.953125 Penalty: 735.132385
	Iteration 34Q: 3 clusters Score -153910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -153913.296875 Penalty: 735.132385
	Iteration 35Q: 3 clusters Score -153913.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -153915.703125 Penalty: 735.132385
	Iteration 36Q: 3 clusters Score -153915.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -153920.968750 Penalty: 735.132385
	Iteration 37Q: 3 clusters Score -153921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -153924.515625 Penalty: 735.132385
	Iteration 38Q: 3 clusters Score -153924.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -153927.062500 Penalty: 735.132385
	Iteration 39Q: 3 clusters Score -153927.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -153928.390625 Penalty: 735.132385
	Iteration 40F: 3 clusters Score -153928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -153929.265625 Penalty: 735.132385
	Iteration 41Q: 3 clusters Score -153929.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -153931.609375 Penalty: 735.132385
	Iteration 42Q: 3 clusters Score -153931.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -153933.718750 Penalty: 735.132385
	Iteration 43Q: 3 clusters Score -153933.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -153934.093750 Penalty: 735.132385
	Iteration 44Q: 3 clusters Score -153934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -153934.296875 Penalty: 735.132385
	Iteration 45Q: 3 clusters Score -153934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -153934.703125 Penalty: 735.132385
	Iteration 46Q: 3 clusters Score -153934.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -153935.062500 Penalty: 735.132385
	Iteration 47Q: 3 clusters Score -153935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -153935.062500 Penalty: 735.132385
	Iteration 48F: 3 clusters Score -153935.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Entering Unmasked Estep 
Score: -758150.250000 Penalty: 440.818207
	Iteration 0F: 2 clusters Score -758150.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -747719.000000 Penalty: 881.636414
	Iteration 0F: 3 clusters Score -747719 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -758179.687500 Penalty: 881.636414
	Iteration 1F: 3 clusters Score -758179.7 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -761562.687500 Penalty: 881.636414
	Iteration 2F: 3 clusters Score -761562.7 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -762628.750000 Penalty: 881.636414
	Iteration 3F: 3 clusters Score -762628.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -763015.187500 Penalty: 881.636414
	Iteration 4Q: 3 clusters Score -763015.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -763143.187500 Penalty: 881.636414
	Iteration 5Q: 3 clusters Score -763143.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -763218.000000 Penalty: 881.636414
	Iteration 6Q: 3 clusters Score -763218 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -763284.000000 Penalty: 881.636414
	Iteration 7Q: 3 clusters Score -763284 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -763340.500000 Penalty: 881.636414
	Iteration 8Q: 3 clusters Score -763340.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -763387.625000 Penalty: 881.636414
	Iteration 9Q: 3 clusters Score -763387.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -763443.875000 Penalty: 881.636414
	Iteration 10Q: 3 clusters Score -763443.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -763487.125000 Penalty: 881.636414
	Iteration 11Q: 3 clusters Score -763487.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -763499.500000 Penalty: 881.636414
	Iteration 12Q: 3 clusters Score -763499.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -763504.125000 Penalty: 881.636414
	Iteration 13Q: 3 clusters Score -763504.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -763510.937500 Penalty: 881.636414
	Iteration 14Q: 3 clusters Score -763510.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -763509.937500 Penalty: 881.636414
	Iteration 15Q: 3 clusters Score -763509.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -763511.562500 Penalty: 881.636414
	Iteration 16Q: 3 clusters Score -763511.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -763512.000000 Penalty: 881.636414
	Iteration 17Q: 3 clusters Score -763512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -763513.562500 Penalty: 881.636414
	Iteration 18Q: 3 clusters Score -763513.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -763510.062500 Penalty: 881.636414
	Iteration 19Q: 3 clusters Score -763510.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -763512.437500 Penalty: 881.636414
	Iteration 20F: 3 clusters Score -763512.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -763511.437500 Penalty: 881.636414
	Iteration 21Q: 3 clusters Score -763511.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -763512.000000 Penalty: 881.636414
	Iteration 22Q: 3 clusters Score -763512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -763513.500000 Penalty: 881.636414
	Iteration 23Q: 3 clusters Score -763513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -763512.000000 Penalty: 881.636414
	Iteration 24Q: 3 clusters Score -763512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -763516.437500 Penalty: 881.636414
	Iteration 25Q: 3 clusters Score -763516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -763512.187500 Penalty: 881.636414
	Iteration 26Q: 3 clusters Score -763512.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -763512.812500 Penalty: 881.636414
	Iteration 27Q: 3 clusters Score -763512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -763514.000000 Penalty: 881.636414
	Iteration 28Q: 3 clusters Score -763514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -763514.000000 Penalty: 881.636414
	Iteration 29F: 3 clusters Score -763514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 68056 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 37282 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 64213 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 294645 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 107556 members 
Mstep: Class 30 contains 18046 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12362 members 
Entering Unmasked Estep 
Score: -90533296.000000 Penalty: 21099.378906
Splitting cluster 15 changes total score from -90526296.000000 to -90533296.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (64213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64213 members 
Entering Unmasked Estep 
Score: -3125659.500000 Penalty: 503.683197
	Iteration 0F: 2 clusters Score -3125660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -3082220.750000 Penalty: 1007.366394
	Iteration 0F: 3 clusters Score -3082221 nChanged 31271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -3102261.250000 Penalty: 1007.366394
	Iteration 1F: 3 clusters Score -3102261 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -3105508.750000 Penalty: 1007.366394
	Iteration 2F: 3 clusters Score -3105509 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -3111452.500000 Penalty: 1007.366394
	Iteration 3F: 3 clusters Score -3111452 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -3118241.000000 Penalty: 1007.366394
	Iteration 4F: 3 clusters Score -3118241 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -3122921.000000 Penalty: 1007.366394
	Iteration 5F: 3 clusters Score -3122921 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -3125325.500000 Penalty: 1007.366394
	Iteration 6Q: 3 clusters Score -3125326 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -3126238.500000 Penalty: 1007.366394
	Iteration 7Q: 3 clusters Score -3126238 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -3126620.500000 Penalty: 1007.366394
	Iteration 8Q: 3 clusters Score -3126620 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -3126864.750000 Penalty: 1007.366394
	Iteration 9Q: 3 clusters Score -3126865 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -3127012.500000 Penalty: 1007.366394
	Iteration 10Q: 3 clusters Score -3127012 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -3127091.750000 Penalty: 1007.366394
	Iteration 11Q: 3 clusters Score -3127092 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -3127154.500000 Penalty: 1007.366394
	Iteration 12Q: 3 clusters Score -3127154 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -3127203.500000 Penalty: 1007.366394
	Iteration 13Q: 3 clusters Score -3127204 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -3127219.750000 Penalty: 1007.366394
	Iteration 14Q: 3 clusters Score -3127220 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -3127234.250000 Penalty: 1007.366394
	Iteration 15Q: 3 clusters Score -3127234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -3127234.500000 Penalty: 1007.366394
	Iteration 16Q: 3 clusters Score -3127234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -3127238.750000 Penalty: 1007.366394
	Iteration 17Q: 3 clusters Score -3127239 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -3127252.000000 Penalty: 1007.366394
	Iteration 18Q: 3 clusters Score -3127252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -3127252.750000 Penalty: 1007.366394
	Iteration 19Q: 3 clusters Score -3127253 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -3127261.000000 Penalty: 1007.366394
	Iteration 20F: 3 clusters Score -3127261 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -3127272.000000 Penalty: 1007.366394
	Iteration 21Q: 3 clusters Score -3127272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -3127276.250000 Penalty: 1007.366394
	Iteration 22Q: 3 clusters Score -3127276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -3127279.250000 Penalty: 1007.366394
	Iteration 23Q: 3 clusters Score -3127279 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -3127289.000000 Penalty: 1007.366394
	Iteration 24Q: 3 clusters Score -3127289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -3127296.250000 Penalty: 1007.366394
	Iteration 25Q: 3 clusters Score -3127296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -3127295.750000 Penalty: 1007.366394
	Iteration 26Q: 3 clusters Score -3127296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -3127292.500000 Penalty: 1007.366394
	Iteration 27Q: 3 clusters Score -3127292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -3127299.750000 Penalty: 1007.366394
	Iteration 28Q: 3 clusters Score -3127300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -3127298.000000 Penalty: 1007.366394
	Iteration 29Q: 3 clusters Score -3127298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -3127297.750000 Penalty: 1007.366394
	Iteration 30Q: 3 clusters Score -3127298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -3127294.750000 Penalty: 1007.366394
	Iteration 31Q: 3 clusters Score -3127295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -3127285.750000 Penalty: 1007.366394
	Iteration 32Q: 3 clusters Score -3127286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -3127292.250000 Penalty: 1007.366394
	Iteration 33Q: 3 clusters Score -3127292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -3127284.750000 Penalty: 1007.366394
	Iteration 34Q: 3 clusters Score -3127285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -3127285.000000 Penalty: 1007.366394
	Iteration 35Q: 3 clusters Score -3127285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -3127283.250000 Penalty: 1007.366394
	Iteration 36Q: 3 clusters Score -3127283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -3127284.500000 Penalty: 1007.366394
	Iteration 37Q: 3 clusters Score -3127284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -3127291.250000 Penalty: 1007.366394
	Iteration 38Q: 3 clusters Score -3127291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -3127289.750000 Penalty: 1007.366394
	Iteration 39Q: 3 clusters Score -3127290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -3127292.250000 Penalty: 1007.366394
	Iteration 40F: 3 clusters Score -3127292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -3127288.750000 Penalty: 1007.366394
	Iteration 41Q: 3 clusters Score -3127289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -3127290.500000 Penalty: 1007.366394
	Iteration 42Q: 3 clusters Score -3127290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -3127290.500000 Penalty: 1007.366394
	Iteration 43F: 3 clusters Score -3127290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 68056 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 37282 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 294645 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 107556 members 
Mstep: Class 30 contains 18046 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12362 members 
Mstep: Class 33 contains 58310 members 
Entering Unmasked Estep 
Score: -90534416.000000 Penalty: 21758.734375
Splitting cluster 16 changes total score from -90526296.000000 to -90534416.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -97671.296875 Penalty: 354.438995
	Iteration 0F: 2 clusters Score -97671.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -95965.507812 Penalty: 708.877991
	Iteration 0F: 3 clusters Score -95965.51 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -96564.046875 Penalty: 708.877991
	Iteration 1F: 3 clusters Score -96564.05 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -96686.046875 Penalty: 708.877991
	Iteration 2F: 3 clusters Score -96686.05 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -96793.882812 Penalty: 708.877991
	Iteration 3F: 3 clusters Score -96793.88 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -96905.656250 Penalty: 708.877991
	Iteration 4F: 3 clusters Score -96905.66 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -97027.656250 Penalty: 708.877991
	Iteration 5F: 3 clusters Score -97027.66 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -97157.062500 Penalty: 708.877991
	Iteration 6F: 3 clusters Score -97157.06 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -97230.617188 Penalty: 708.877991
	Iteration 7F: 3 clusters Score -97230.62 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -97276.031250 Penalty: 708.877991
	Iteration 8Q: 3 clusters Score -97276.03 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -97302.921875 Penalty: 708.877991
	Iteration 9Q: 3 clusters Score -97302.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -97317.476562 Penalty: 708.877991
	Iteration 10Q: 3 clusters Score -97317.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -97323.250000 Penalty: 708.877991
	Iteration 11Q: 3 clusters Score -97323.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -97327.453125 Penalty: 708.877991
	Iteration 12Q: 3 clusters Score -97327.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -97330.796875 Penalty: 708.877991
	Iteration 13Q: 3 clusters Score -97330.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -97333.289062 Penalty: 708.877991
	Iteration 14Q: 3 clusters Score -97333.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -97337.906250 Penalty: 708.877991
	Iteration 15Q: 3 clusters Score -97337.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -97343.929688 Penalty: 708.877991
	Iteration 16Q: 3 clusters Score -97343.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -97351.992188 Penalty: 708.877991
	Iteration 17Q: 3 clusters Score -97351.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -97360.585938 Penalty: 708.877991
	Iteration 18Q: 3 clusters Score -97360.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -97366.023438 Penalty: 708.877991
	Iteration 19Q: 3 clusters Score -97366.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -97370.898438 Penalty: 708.877991
	Iteration 20F: 3 clusters Score -97370.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -97379.476562 Penalty: 708.877991
	Iteration 21Q: 3 clusters Score -97379.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -97386.828125 Penalty: 708.877991
	Iteration 22Q: 3 clusters Score -97386.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -97391.023438 Penalty: 708.877991
	Iteration 23Q: 3 clusters Score -97391.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -97398.093750 Penalty: 708.877991
	Iteration 24Q: 3 clusters Score -97398.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -97405.437500 Penalty: 708.877991
	Iteration 25Q: 3 clusters Score -97405.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -97413.210938 Penalty: 708.877991
	Iteration 26Q: 3 clusters Score -97413.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -97418.789062 Penalty: 708.877991
	Iteration 27Q: 3 clusters Score -97418.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -97424.539062 Penalty: 708.877991
	Iteration 28Q: 3 clusters Score -97424.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -97436.375000 Penalty: 708.877991
	Iteration 29Q: 3 clusters Score -97436.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -97458.500000 Penalty: 708.877991
	Iteration 30Q: 3 clusters Score -97458.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -97481.289062 Penalty: 708.877991
	Iteration 31Q: 3 clusters Score -97481.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -97511.304688 Penalty: 708.877991
	Iteration 32Q: 3 clusters Score -97511.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -97529.078125 Penalty: 708.877991
	Iteration 33Q: 3 clusters Score -97529.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -97540.109375 Penalty: 708.877991
	Iteration 34Q: 3 clusters Score -97540.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -97543.242188 Penalty: 708.877991
	Iteration 35Q: 3 clusters Score -97543.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -97546.085938 Penalty: 708.877991
	Iteration 36Q: 3 clusters Score -97546.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -97547.031250 Penalty: 708.877991
	Iteration 37Q: 3 clusters Score -97547.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -97548.585938 Penalty: 708.877991
	Iteration 38Q: 3 clusters Score -97548.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -97548.742188 Penalty: 708.877991
	Iteration 39Q: 3 clusters Score -97548.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -97548.742188 Penalty: 708.877991
	Iteration 40F: 3 clusters Score -97548.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -27819.917969 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -27819.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -27146.378906 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -27146.38 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -27660.185547 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -27660.19 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -27931.505859 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -27931.51 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -28107.410156 Penalty: 620.522095
	Iteration 3F: 3 clusters Score -28107.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -28217.705078 Penalty: 620.522095
	Iteration 4F: 3 clusters Score -28217.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -28273.564453 Penalty: 620.522095
	Iteration 5Q: 3 clusters Score -28273.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -28302.753906 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -28302.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -28321.597656 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -28321.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -28332.671875 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -28332.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -28354.087891 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -28354.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -28371.855469 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -28371.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -28380.214844 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -28380.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -28389.880859 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -28389.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -28400.033203 Penalty: 620.522095
	Iteration 13Q: 3 clusters Score -28400.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -28412.689453 Penalty: 620.522095
	Iteration 14Q: 3 clusters Score -28412.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -28418.427734 Penalty: 620.522095
	Iteration 15Q: 3 clusters Score -28418.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -28422.390625 Penalty: 620.522095
	Iteration 16Q: 3 clusters Score -28422.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -28425.138672 Penalty: 620.522095
	Iteration 17Q: 3 clusters Score -28425.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -28426.996094 Penalty: 620.522095
	Iteration 18Q: 3 clusters Score -28427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -28428.523438 Penalty: 620.522095
	Iteration 19Q: 3 clusters Score -28428.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -28431.281250 Penalty: 620.522095
	Iteration 20F: 3 clusters Score -28431.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -28436.566406 Penalty: 620.522095
	Iteration 21Q: 3 clusters Score -28436.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -28438.419922 Penalty: 620.522095
	Iteration 22Q: 3 clusters Score -28438.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -28438.939453 Penalty: 620.522095
	Iteration 23Q: 3 clusters Score -28438.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -28439.628906 Penalty: 620.522095
	Iteration 24Q: 3 clusters Score -28439.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -28439.628906 Penalty: 620.522095
	Iteration 25F: 3 clusters Score -28439.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 68056 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 37282 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 294645 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 107556 members 
Mstep: Class 30 contains 18046 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12362 members 
Mstep: Class 33 contains 58310 members 
Mstep: Class 34 contains 570 members 
Entering Unmasked Estep 
Score: -90534960.000000 Penalty: 22418.089844
Splitting cluster 18 changes total score from -90526296.000000 to -90534960.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (172141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172141 members 
Entering Unmasked Estep 
Score: -8173734.500000 Penalty: 548.551147
	Iteration 0F: 2 clusters Score -8173734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -8057195.000000 Penalty: 1097.102295
	Iteration 0F: 3 clusters Score -8057195 nChanged 84923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
Score: -8110582.000000 Penalty: 1097.102295
	Iteration 1F: 3 clusters Score -8110582 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -8113638.500000 Penalty: 1097.102295
	Iteration 2Q: 3 clusters Score -8113638 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
Score: -8118238.500000 Penalty: 1097.102295
	Iteration 3Q: 3 clusters Score -8118238 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -8124632.500000 Penalty: 1097.102295
	Iteration 4F: 3 clusters Score -8124632 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -8132907.000000 Penalty: 1097.102295
	Iteration 5F: 3 clusters Score -8132907 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -8140744.500000 Penalty: 1097.102295
	Iteration 6F: 3 clusters Score -8140744 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -8145163.500000 Penalty: 1097.102295
	Iteration 7F: 3 clusters Score -8145164 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 84264 members 
Entering Unmasked Estep 
Score: -8146832.500000 Penalty: 1097.102295
	Iteration 8Q: 3 clusters Score -8146832 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -8147680.000000 Penalty: 1097.102295
	Iteration 9Q: 3 clusters Score -8147680 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 84492 members 
Entering Unmasked Estep 
Score: -8148361.500000 Penalty: 1097.102295
	Iteration 10Q: 3 clusters Score -8148362 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -8149011.500000 Penalty: 1097.102295
	Iteration 11Q: 3 clusters Score -8149012 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -8149685.000000 Penalty: 1097.102295
	Iteration 12Q: 3 clusters Score -8149685 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 83482 members 
Entering Unmasked Estep 
Score: -8150426.500000 Penalty: 1097.102295
	Iteration 13Q: 3 clusters Score -8150426 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 82693 members 
Entering Unmasked Estep 
Score: -8151445.000000 Penalty: 1097.102295
	Iteration 14Q: 3 clusters Score -8151445 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -8152680.500000 Penalty: 1097.102295
	Iteration 15Q: 3 clusters Score -8152680 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -8154124.500000 Penalty: 1097.102295
	Iteration 16Q: 3 clusters Score -8154124 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 77663 members 
Entering Unmasked Estep 
Score: -8156241.500000 Penalty: 1097.102295
	Iteration 17Q: 3 clusters Score -8156242 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97126 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -8158719.000000 Penalty: 1097.102295
	Iteration 18Q: 3 clusters Score -8158719 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -8161311.500000 Penalty: 1097.102295
	Iteration 19Q: 3 clusters Score -8161312 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102773 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -8163644.000000 Penalty: 1097.102295
	Iteration 20F: 3 clusters Score -8163644 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -8165480.500000 Penalty: 1097.102295
	Iteration 21Q: 3 clusters Score -8165480 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107140 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -8166654.500000 Penalty: 1097.102295
	Iteration 22Q: 3 clusters Score -8166654 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108720 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -8167349.500000 Penalty: 1097.102295
	Iteration 23Q: 3 clusters Score -8167350 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110064 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -8167866.000000 Penalty: 1097.102295
	Iteration 24Q: 3 clusters Score -8167866 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111293 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -8168152.000000 Penalty: 1097.102295
	Iteration 25Q: 3 clusters Score -8168152 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112460 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -8168296.500000 Penalty: 1097.102295
	Iteration 26Q: 3 clusters Score -8168296 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113501 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -8168423.000000 Penalty: 1097.102295
	Iteration 27Q: 3 clusters Score -8168423 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114455 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -8168480.000000 Penalty: 1097.102295
	Iteration 28Q: 3 clusters Score -8168480 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115473 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -8168588.500000 Penalty: 1097.102295
	Iteration 29Q: 3 clusters Score -8168588 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -8168683.000000 Penalty: 1097.102295
	Iteration 30Q: 3 clusters Score -8168683 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117342 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -8168752.000000 Penalty: 1097.102295
	Iteration 31Q: 3 clusters Score -8168752 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118179 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -8168823.000000 Penalty: 1097.102295
	Iteration 32Q: 3 clusters Score -8168823 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118999 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -8168910.500000 Penalty: 1097.102295
	Iteration 33Q: 3 clusters Score -8168910 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119761 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -8168923.000000 Penalty: 1097.102295
	Iteration 34Q: 3 clusters Score -8168923 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120461 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -8168960.500000 Penalty: 1097.102295
	Iteration 35Q: 3 clusters Score -8168960 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121146 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -8169035.500000 Penalty: 1097.102295
	Iteration 36Q: 3 clusters Score -8169036 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121800 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -8169075.000000 Penalty: 1097.102295
	Iteration 37Q: 3 clusters Score -8169075 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122468 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -8169086.000000 Penalty: 1097.102295
	Iteration 38Q: 3 clusters Score -8169086 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -8169091.500000 Penalty: 1097.102295
	Iteration 39Q: 3 clusters Score -8169092 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -8169100.000000 Penalty: 1097.102295
	Iteration 40F: 3 clusters Score -8169100 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124343 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -8169147.500000 Penalty: 1097.102295
	Iteration 41Q: 3 clusters Score -8169148 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124953 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -8169201.500000 Penalty: 1097.102295
	Iteration 42Q: 3 clusters Score -8169202 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125582 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -8169219.500000 Penalty: 1097.102295
	Iteration 43Q: 3 clusters Score -8169220 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126168 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -8169225.000000 Penalty: 1097.102295
	Iteration 44Q: 3 clusters Score -8169225 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -8169244.500000 Penalty: 1097.102295
	Iteration 45Q: 3 clusters Score -8169244 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127308 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -8169238.000000 Penalty: 1097.102295
	Iteration 46Q: 3 clusters Score -8169238 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127869 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -8169230.000000 Penalty: 1097.102295
	Iteration 47Q: 3 clusters Score -8169230 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128440 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -8169254.500000 Penalty: 1097.102295
	Iteration 48Q: 3 clusters Score -8169254 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128979 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -8169275.000000 Penalty: 1097.102295
	Iteration 49Q: 3 clusters Score -8169275 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129502 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -8169310.000000 Penalty: 1097.102295
	Iteration 50Q: 3 clusters Score -8169310 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130024 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -8169315.500000 Penalty: 1097.102295
	Iteration 51Q: 3 clusters Score -8169316 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130545 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -8169323.000000 Penalty: 1097.102295
	Iteration 52Q: 3 clusters Score -8169323 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131078 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -8169329.000000 Penalty: 1097.102295
	Iteration 53Q: 3 clusters Score -8169329 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131584 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -8169383.000000 Penalty: 1097.102295
	Iteration 54Q: 3 clusters Score -8169383 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132052 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -8169363.000000 Penalty: 1097.102295
	Iteration 55Q: 3 clusters Score -8169363 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132529 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -8169390.000000 Penalty: 1097.102295
	Iteration 56Q: 3 clusters Score -8169390 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132980 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -8169392.500000 Penalty: 1097.102295
	Iteration 57Q: 3 clusters Score -8169392 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -8169405.500000 Penalty: 1097.102295
	Iteration 58Q: 3 clusters Score -8169406 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133818 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8169436 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134259 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8169456 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134695 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -8169450.500000 Penalty: 1097.102295
	Iteration 61Q: 3 clusters Score -8169450 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135158 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8169466 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135668 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -8169494.000000 Penalty: 1097.102295
	Iteration 63Q: 3 clusters Score -8169494 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136200 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -8169521.500000 Penalty: 1097.102295
	Iteration 64Q: 3 clusters Score -8169522 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136746 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8169562 nChanged 549
Entering Unmasked Mstep 
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Mstep: Class 1 contains 137295 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8169597 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137847 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -8169609.500000 Penalty: 1097.102295
	Iteration 67Q: 3 clusters Score -8169610 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138412 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8169640 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -8169669.500000 Penalty: 1097.102295
	Iteration 69Q: 3 clusters Score -8169670 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139530 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -8169703.500000 Penalty: 1097.102295
	Iteration 70Q: 3 clusters Score -8169704 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140097 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8169758 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140643 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -8169763.500000 Penalty: 1097.102295
	Iteration 72Q: 3 clusters Score -8169764 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141126 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -8169772.000000 Penalty: 1097.102295
	Iteration 73Q: 3 clusters Score -8169772 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141643 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -8169809.000000 Penalty: 1097.102295
	Iteration 74Q: 3 clusters Score -8169809 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142193 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -8169812.500000 Penalty: 1097.102295
	Iteration 75Q: 3 clusters Score -8169812 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142736 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8169834 nChanged 506
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Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8169849 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143772 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8169886 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144286 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -8169922.500000 Penalty: 1097.102295
	Iteration 79Q: 3 clusters Score -8169922 nChanged 488
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144774 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -8169914.500000 Penalty: 1097.102295
	Iteration 80F: 3 clusters Score -8169914 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145266 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -8169920.000000 Penalty: 1097.102295
	Iteration 81Q: 3 clusters Score -8169920 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145759 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -8169924.500000 Penalty: 1097.102295
	Iteration 82Q: 3 clusters Score -8169924 nChanged 466
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Mstep: Class 1 contains 146225 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8169954 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146689 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8169979 nChanged 511
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Mstep: Class 1 contains 147200 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8170020 nChanged 537
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Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8170038 nChanged 520
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148257 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -8170057.500000 Penalty: 1097.102295
	Iteration 87Q: 3 clusters Score -8170058 nChanged 574
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148831 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149406 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8170192 nChanged 565
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149971 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8170265 nChanged 588
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150559 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8170280 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151135 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8170320 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151723 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8170386 nChanged 594
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152317 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8170399 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152915 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8170450 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153472 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8170482 nChanged 577
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8170531 nChanged 604
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154653 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8170572 nChanged 614
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155267 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8170628 nChanged 615
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Mstep: Class 1 contains 155882 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -8170705.500000 Penalty: 1097.102295
	Iteration 100F: 3 clusters Score -8170706 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156519 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8170774 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157181 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8170868 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8170939 nChanged 688
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158536 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8171062 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159228 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8171138 nChanged 702
Entering Unmasked Mstep 
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Mstep: Class 1 contains 159930 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8171260 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160621 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8171394 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161306 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8171498 nChanged 688
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161994 members 
Mstep: Class 2 contains 10147 members 
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	Iteration 109Q: 3 clusters Score -8171630 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162672 members 
Mstep: Class 2 contains 9469 members 
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	Iteration 110Q: 3 clusters Score -8171730 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163313 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8171852 nChanged 630
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Mstep: Class 1 contains 163943 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8171952 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164570 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8172038 nChanged 589
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165159 members 
Mstep: Class 2 contains 6982 members 
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	Iteration 114Q: 3 clusters Score -8172180 nChanged 613
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Mstep: Class 1 contains 165772 members 
Mstep: Class 2 contains 6369 members 
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	Iteration 115Q: 3 clusters Score -8172328 nChanged 583
Entering Unmasked Mstep 
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Mstep: Class 1 contains 166355 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8172467 nChanged 550
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Mstep: Class 1 contains 166905 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8172620 nChanged 520
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Mstep: Class 1 contains 167425 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8172704 nChanged 457
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Mstep: Class 1 contains 167882 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8172833 nChanged 418
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Mstep: Class 1 contains 168300 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8172941 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8173052 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169016 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8173138.000000 Penalty: 1097.102295
	Iteration 122Q: 3 clusters Score -8173138 nChanged 296
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Mstep: Class 1 contains 169312 members 
Mstep: Class 2 contains 2829 members 
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	Iteration 123Q: 3 clusters Score -8173211 nChanged 273
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Mstep: Class 1 contains 169585 members 
Mstep: Class 2 contains 2556 members 
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	Iteration 124Q: 3 clusters Score -8173284 nChanged 257
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Mstep: Class 1 contains 169842 members 
Mstep: Class 2 contains 2299 members 
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	Iteration 125Q: 3 clusters Score -8173352 nChanged 224
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Mstep: Class 1 contains 170066 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8173378 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170263 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8173430 nChanged 147
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Mstep: Class 1 contains 170410 members 
Mstep: Class 2 contains 1731 members 
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	Iteration 128Q: 3 clusters Score -8173444 nChanged 102
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Mstep: Class 1 contains 170512 members 
Mstep: Class 2 contains 1629 members 
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	Iteration 129Q: 3 clusters Score -8173470 nChanged 71
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Mstep: Class 1 contains 170583 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8173458 nChanged 70
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Mstep: Class 1 contains 170653 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8173462 nChanged 62
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Mstep: Class 1 contains 170711 members 
Mstep: Class 2 contains 1430 members 
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	Iteration 132Q: 3 clusters Score -8173469 nChanged 65
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Mstep: Class 1 contains 170774 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8173504 nChanged 67
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Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 1300 members 
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	Iteration 134Q: 3 clusters Score -8173530 nChanged 62
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Mstep: Class 1 contains 170903 members 
Mstep: Class 2 contains 1238 members 
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	Iteration 135Q: 3 clusters Score -8173542 nChanged 59
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Mstep: Class 1 contains 170954 members 
Mstep: Class 2 contains 1187 members 
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	Iteration 136Q: 3 clusters Score -8173540 nChanged 49
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Mstep: Class 1 contains 171001 members 
Mstep: Class 2 contains 1140 members 
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	Iteration 137Q: 3 clusters Score -8173560 nChanged 42
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Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 1100 members 
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	Iteration 138Q: 3 clusters Score -8173554 nChanged 36
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Mstep: Class 1 contains 171073 members 
Mstep: Class 2 contains 1068 members 
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	Iteration 139Q: 3 clusters Score -8173558 nChanged 37
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Mstep: Class 1 contains 171108 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8173583 nChanged 32
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Mstep: Class 1 contains 171134 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8173586 nChanged 18
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Mstep: Class 2 contains 991 members 
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	Iteration 142Q: 3 clusters Score -8173586 nChanged 13
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Mstep: Class 1 contains 171163 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8173589 nChanged 17
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Mstep: Class 2 contains 963 members 
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	Iteration 144Q: 3 clusters Score -8173596 nChanged 16
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Mstep: Class 1 contains 171194 members 
Mstep: Class 2 contains 947 members 
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	Iteration 145Q: 3 clusters Score -8173584 nChanged 9
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	Iteration 146Q: 3 clusters Score -8173586 nChanged 8
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	Iteration 147Q: 3 clusters Score -8173592 nChanged 5
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8173594 nChanged 7
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	Iteration 149Q: 3 clusters Score -8173588 nChanged 7
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Entering Unmasked Estep 
Score: -8173592.500000 Penalty: 1097.102295
	Iteration 150Q: 3 clusters Score -8173592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171226 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8173593.000000 Penalty: 1097.102295
	Iteration 151Q: 3 clusters Score -8173593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171227 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8173591.500000 Penalty: 1097.102295
	Iteration 152Q: 3 clusters Score -8173592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171228 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8173587.500000 Penalty: 1097.102295
	Iteration 153Q: 3 clusters Score -8173588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171230 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8173594.000000 Penalty: 1097.102295
	Iteration 154Q: 3 clusters Score -8173594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171233 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8173594.000000 Penalty: 1097.102295
	Iteration 155Q: 3 clusters Score -8173594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171234 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8173593.500000 Penalty: 1097.102295
	Iteration 156Q: 3 clusters Score -8173594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171234 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8173593.500000 Penalty: 1097.102295
	Iteration 157F: 3 clusters Score -8173594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (206951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206951 members 
Entering Unmasked Estep 
Score: -9970030.000000 Penalty: 556.930786
	Iteration 0F: 2 clusters Score -9970030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 103154 members 
Entering Unmasked Estep 
Score: -9832825.000000 Penalty: 1113.861572
	Iteration 0F: 3 clusters Score -9832825 nChanged 101774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112631 members 
Mstep: Class 2 contains 94320 members 
Entering Unmasked Estep 
Score: -9896363.000000 Penalty: 1113.861572
	Iteration 1F: 3 clusters Score -9896363 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -9900641.000000 Penalty: 1113.861572
	Iteration 2Q: 3 clusters Score -9900641 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 81151 members 
Entering Unmasked Estep 
Score: -9907098.000000 Penalty: 1113.861572
	Iteration 3F: 3 clusters Score -9907098 nChanged 13229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136049 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -9916937.000000 Penalty: 1113.861572
	Iteration 4F: 3 clusters Score -9916937 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146654 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -9929200.000000 Penalty: 1113.861572
	Iteration 5F: 3 clusters Score -9929200 nChanged 12397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155161 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -9939713.000000 Penalty: 1113.861572
	Iteration 6F: 3 clusters Score -9939713 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161053 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -9946104.000000 Penalty: 1113.861572
	Iteration 7Q: 3 clusters Score -9946104 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165695 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -9949465.000000 Penalty: 1113.861572
	Iteration 8Q: 3 clusters Score -9949465 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169741 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -9951545.000000 Penalty: 1113.861572
	Iteration 9Q: 3 clusters Score -9951545 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173735 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -9953437.000000 Penalty: 1113.861572
	Iteration 10Q: 3 clusters Score -9953437 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177641 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -9955074.000000 Penalty: 1113.861572
	Iteration 11Q: 3 clusters Score -9955074 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181487 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -9956774.000000 Penalty: 1113.861572
	Iteration 12Q: 3 clusters Score -9956774 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185269 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -9958670.000000 Penalty: 1113.861572
	Iteration 13Q: 3 clusters Score -9958670 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188965 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -9960524.000000 Penalty: 1113.861572
	Iteration 14Q: 3 clusters Score -9960524 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192409 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -9962374.000000 Penalty: 1113.861572
	Iteration 15Q: 3 clusters Score -9962374 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195413 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -9964078.000000 Penalty: 1113.861572
	Iteration 16Q: 3 clusters Score -9964078 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198026 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -9965607.000000 Penalty: 1113.861572
	Iteration 17Q: 3 clusters Score -9965607 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200134 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -9966928.000000 Penalty: 1113.861572
	Iteration 18Q: 3 clusters Score -9966928 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201693 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -9967868.000000 Penalty: 1113.861572
	Iteration 19Q: 3 clusters Score -9967868 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202804 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -9968575.000000 Penalty: 1113.861572
	Iteration 20F: 3 clusters Score -9968575 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203535 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -9968967.000000 Penalty: 1113.861572
	Iteration 21Q: 3 clusters Score -9968967 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204015 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -9969232.000000 Penalty: 1113.861572
	Iteration 22Q: 3 clusters Score -9969232 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204368 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -9969417.000000 Penalty: 1113.861572
	Iteration 23Q: 3 clusters Score -9969417 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204636 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9969516.000000 Penalty: 1113.861572
	Iteration 24Q: 3 clusters Score -9969516 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204805 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -9969560.000000 Penalty: 1113.861572
	Iteration 25Q: 3 clusters Score -9969560 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204960 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9969642.000000 Penalty: 1113.861572
	Iteration 26Q: 3 clusters Score -9969642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205075 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9969686.000000 Penalty: 1113.861572
	Iteration 27Q: 3 clusters Score -9969686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205170 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9969765.000000 Penalty: 1113.861572
	Iteration 28Q: 3 clusters Score -9969765 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205237 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9969799.000000 Penalty: 1113.861572
	Iteration 29Q: 3 clusters Score -9969799 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205283 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9969808.000000 Penalty: 1113.861572
	Iteration 30Q: 3 clusters Score -9969808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205314 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9969828.000000 Penalty: 1113.861572
	Iteration 31Q: 3 clusters Score -9969828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205341 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9969817.000000 Penalty: 1113.861572
	Iteration 32Q: 3 clusters Score -9969817 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205370 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9969809.000000 Penalty: 1113.861572
	Iteration 33Q: 3 clusters Score -9969809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205388 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -9969826.000000 Penalty: 1113.861572
	Iteration 34Q: 3 clusters Score -9969826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205398 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9969829.000000 Penalty: 1113.861572
	Iteration 35Q: 3 clusters Score -9969829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205398 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9969831.000000 Penalty: 1113.861572
	Iteration 36Q: 3 clusters Score -9969831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205393 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -9969829.000000 Penalty: 1113.861572
	Iteration 37Q: 3 clusters Score -9969829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205396 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9969830.000000 Penalty: 1113.861572
	Iteration 38Q: 3 clusters Score -9969830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205392 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9969826.000000 Penalty: 1113.861572
	Iteration 39Q: 3 clusters Score -9969826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205387 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9969835.000000 Penalty: 1113.861572
	Iteration 40F: 3 clusters Score -9969835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205383 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9969824.000000 Penalty: 1113.861572
	Iteration 41Q: 3 clusters Score -9969824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205383 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9969835.000000 Penalty: 1113.861572
	Iteration 42Q: 3 clusters Score -9969835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205382 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9969827.000000 Penalty: 1113.861572
	Iteration 43Q: 3 clusters Score -9969827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205382 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9969837.000000 Penalty: 1113.861572
	Iteration 44Q: 3 clusters Score -9969837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205384 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9969838.000000 Penalty: 1113.861572
	Iteration 45Q: 3 clusters Score -9969838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205382 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9969845.000000 Penalty: 1113.861572
	Iteration 46Q: 3 clusters Score -9969845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205381 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -9969850.000000 Penalty: 1113.861572
	Iteration 47Q: 3 clusters Score -9969850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205382 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9969854.000000 Penalty: 1113.861572
	Iteration 48Q: 3 clusters Score -9969854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205382 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9969851.000000 Penalty: 1113.861572
	Iteration 49Q: 3 clusters Score -9969851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205382 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9969856.000000 Penalty: 1113.861572
	Iteration 50Q: 3 clusters Score -9969856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205383 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9969858.000000 Penalty: 1113.861572
	Iteration 51Q: 3 clusters Score -9969858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205384 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9969858.000000 Penalty: 1113.861572
	Iteration 52Q: 3 clusters Score -9969858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205384 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9969860.000000 Penalty: 1113.861572
	Iteration 53Q: 3 clusters Score -9969860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205386 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9969862.000000 Penalty: 1113.861572
	Iteration 54Q: 3 clusters Score -9969862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205386 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9969862.000000 Penalty: 1113.861572
	Iteration 55F: 3 clusters Score -9969862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (294645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294645 members 
Entering Unmasked Estep 
Score: -14575013.000000 Penalty: 573.005493
	Iteration 0F: 2 clusters Score -1.457501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147049 members 
Mstep: Class 2 contains 147596 members 
Entering Unmasked Estep 
Score: -14446468.000000 Penalty: 1146.010986
	Iteration 0F: 3 clusters Score -1.444647e+07 nChanged 146017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 151033 members 
Entering Unmasked Estep 
Score: -14545422.000000 Penalty: 1146.010986
	Iteration 1F: 3 clusters Score -1.454542e+07 nChanged 25234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 139475 members 
Entering Unmasked Estep 
Score: -14562664.000000 Penalty: 1146.010986
	Iteration 2F: 3 clusters Score -1.456266e+07 nChanged 28490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171554 members 
Mstep: Class 2 contains 123091 members 
Entering Unmasked Estep 
Score: -14587238.000000 Penalty: 1146.010986
	Iteration 3F: 3 clusters Score -1.458724e+07 nChanged 24271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180775 members 
Mstep: Class 2 contains 113870 members 
Entering Unmasked Estep 
Score: -14599454.000000 Penalty: 1146.010986
	Iteration 4F: 3 clusters Score -1.459945e+07 nChanged 13996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182673 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -14602282.000000 Penalty: 1146.010986
	Iteration 5Q: 3 clusters Score -1.460228e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183336 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -14603784.000000 Penalty: 1146.010986
	Iteration 6Q: 3 clusters Score -1.460378e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183580 members 
Mstep: Class 2 contains 111065 members 
Entering Unmasked Estep 
Score: -14605359.000000 Penalty: 1146.010986
	Iteration 7Q: 3 clusters Score -1.460536e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183800 members 
Mstep: Class 2 contains 110845 members 
Entering Unmasked Estep 
Score: -14607168.000000 Penalty: 1146.010986
	Iteration 8Q: 3 clusters Score -1.460717e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183975 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
Score: -14609334.000000 Penalty: 1146.010986
	Iteration 9Q: 3 clusters Score -1.460933e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184320 members 
Mstep: Class 2 contains 110325 members 
Entering Unmasked Estep 
Score: -14611528.000000 Penalty: 1146.010986
	Iteration 10Q: 3 clusters Score -1.461153e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184727 members 
Mstep: Class 2 contains 109918 members 
Entering Unmasked Estep 
Score: -14614171.000000 Penalty: 1146.010986
	Iteration 11Q: 3 clusters Score -1.461417e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185130 members 
Mstep: Class 2 contains 109515 members 
Entering Unmasked Estep 
Score: -14616908.000000 Penalty: 1146.010986
	Iteration 12Q: 3 clusters Score -1.461691e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185500 members 
Mstep: Class 2 contains 109145 members 
Entering Unmasked Estep 
Score: -14619655.000000 Penalty: 1146.010986
	Iteration 13Q: 3 clusters Score -1.461966e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185876 members 
Mstep: Class 2 contains 108769 members 
Entering Unmasked Estep 
Score: -14622349.000000 Penalty: 1146.010986
	Iteration 14Q: 3 clusters Score -1.462235e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186331 members 
Mstep: Class 2 contains 108314 members 
Entering Unmasked Estep 
Score: -14624810.000000 Penalty: 1146.010986
	Iteration 15Q: 3 clusters Score -1.462481e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186884 members 
Mstep: Class 2 contains 107761 members 
Entering Unmasked Estep 
Score: -14626919.000000 Penalty: 1146.010986
	Iteration 16Q: 3 clusters Score -1.462692e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187462 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -14628790.000000 Penalty: 1146.010986
	Iteration 17Q: 3 clusters Score -1.462879e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187951 members 
Mstep: Class 2 contains 106694 members 
Entering Unmasked Estep 
Score: -14630408.000000 Penalty: 1146.010986
	Iteration 18Q: 3 clusters Score -1.463041e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188303 members 
Mstep: Class 2 contains 106342 members 
Entering Unmasked Estep 
Score: -14631923.000000 Penalty: 1146.010986
	Iteration 19Q: 3 clusters Score -1.463192e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188577 members 
Mstep: Class 2 contains 106068 members 
Entering Unmasked Estep 
Score: -14633216.000000 Penalty: 1146.010986
	Iteration 20F: 3 clusters Score -1.463322e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188847 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -14634316.000000 Penalty: 1146.010986
	Iteration 21Q: 3 clusters Score -1.463432e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188925 members 
Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -14635395.000000 Penalty: 1146.010986
	Iteration 22Q: 3 clusters Score -1.46354e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188948 members 
Mstep: Class 2 contains 105697 members 
Entering Unmasked Estep 
Score: -14636341.000000 Penalty: 1146.010986
	Iteration 23Q: 3 clusters Score -1.463634e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188952 members 
Mstep: Class 2 contains 105693 members 
Entering Unmasked Estep 
Score: -14637200.000000 Penalty: 1146.010986
	Iteration 24Q: 3 clusters Score -1.46372e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189145 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -14637791.000000 Penalty: 1146.010986
	Iteration 25Q: 3 clusters Score -1.463779e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189443 members 
Mstep: Class 2 contains 105202 members 
Entering Unmasked Estep 
Score: -14638133.000000 Penalty: 1146.010986
	Iteration 26Q: 3 clusters Score -1.463813e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189831 members 
Mstep: Class 2 contains 104814 members 
Entering Unmasked Estep 
Score: -14638445.000000 Penalty: 1146.010986
	Iteration 27Q: 3 clusters Score -1.463844e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190279 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -14638397.000000 Penalty: 1146.010986
	Iteration 28Q: 3 clusters Score -1.46384e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190592 members 
Mstep: Class 2 contains 104053 members 
Entering Unmasked Estep 
Score: -14638381.000000 Penalty: 1146.010986
	Iteration 29Q: 3 clusters Score -1.463838e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190874 members 
Mstep: Class 2 contains 103771 members 
Entering Unmasked Estep 
Score: -14638381.000000 Penalty: 1146.010986
	Iteration 30Q: 3 clusters Score -1.463838e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191079 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -14638253.000000 Penalty: 1146.010986
	Iteration 31Q: 3 clusters Score -1.463825e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191229 members 
Mstep: Class 2 contains 103416 members 
Entering Unmasked Estep 
Score: -14638228.000000 Penalty: 1146.010986
	Iteration 32Q: 3 clusters Score -1.463823e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191373 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -14638108.000000 Penalty: 1146.010986
	Iteration 33Q: 3 clusters Score -1.463811e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191522 members 
Mstep: Class 2 contains 103123 members 
Entering Unmasked Estep 
Score: -14638021.000000 Penalty: 1146.010986
	Iteration 34Q: 3 clusters Score -1.463802e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191658 members 
Mstep: Class 2 contains 102987 members 
Entering Unmasked Estep 
Score: -14637905.000000 Penalty: 1146.010986
	Iteration 35Q: 3 clusters Score -1.46379e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191702 members 
Mstep: Class 2 contains 102943 members 
Entering Unmasked Estep 
Score: -14637781.000000 Penalty: 1146.010986
	Iteration 36Q: 3 clusters Score -1.463778e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191719 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -14637704.000000 Penalty: 1146.010986
	Iteration 37Q: 3 clusters Score -1.46377e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191701 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -14637631.000000 Penalty: 1146.010986
	Iteration 38Q: 3 clusters Score -1.463763e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191709 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -14637592.000000 Penalty: 1146.010986
	Iteration 39Q: 3 clusters Score -1.463759e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191712 members 
Mstep: Class 2 contains 102933 members 
Entering Unmasked Estep 
Score: -14637517.000000 Penalty: 1146.010986
	Iteration 40F: 3 clusters Score -1.463752e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191685 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -14637519.000000 Penalty: 1146.010986
	Iteration 41Q: 3 clusters Score -1.463752e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191719 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -14637463.000000 Penalty: 1146.010986
	Iteration 42Q: 3 clusters Score -1.463746e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191743 members 
Mstep: Class 2 contains 102902 members 
Entering Unmasked Estep 
Score: -14637395.000000 Penalty: 1146.010986
	Iteration 43Q: 3 clusters Score -1.46374e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191775 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -14637332.000000 Penalty: 1146.010986
	Iteration 44Q: 3 clusters Score -1.463733e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191761 members 
Mstep: Class 2 contains 102884 members 
Entering Unmasked Estep 
Score: -14637288.000000 Penalty: 1146.010986
	Iteration 45Q: 3 clusters Score -1.463729e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191735 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -14637274.000000 Penalty: 1146.010986
	Iteration 46Q: 3 clusters Score -1.463727e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191698 members 
Mstep: Class 2 contains 102947 members 
Entering Unmasked Estep 
Score: -14637272.000000 Penalty: 1146.010986
	Iteration 47Q: 3 clusters Score -1.463727e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191677 members 
Mstep: Class 2 contains 102968 members 
Entering Unmasked Estep 
Score: -14637269.000000 Penalty: 1146.010986
	Iteration 48Q: 3 clusters Score -1.463727e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191656 members 
Mstep: Class 2 contains 102989 members 
Entering Unmasked Estep 
Score: -14637276.000000 Penalty: 1146.010986
	Iteration 49Q: 3 clusters Score -1.463728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191645 members 
Mstep: Class 2 contains 103000 members 
Entering Unmasked Estep 
Score: -14637259.000000 Penalty: 1146.010986
	Iteration 50Q: 3 clusters Score -1.463726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191628 members 
Mstep: Class 2 contains 103017 members 
Entering Unmasked Estep 
Score: -14637253.000000 Penalty: 1146.010986
	Iteration 51Q: 3 clusters Score -1.463725e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191615 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -14637245.000000 Penalty: 1146.010986
	Iteration 52Q: 3 clusters Score -1.463724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191605 members 
Mstep: Class 2 contains 103040 members 
Entering Unmasked Estep 
Score: -14637254.000000 Penalty: 1146.010986
	Iteration 53Q: 3 clusters Score -1.463725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191596 members 
Mstep: Class 2 contains 103049 members 
Entering Unmasked Estep 
Score: -14637252.000000 Penalty: 1146.010986
	Iteration 54Q: 3 clusters Score -1.463725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191597 members 
Mstep: Class 2 contains 103048 members 
Entering Unmasked Estep 
Score: -14637262.000000 Penalty: 1146.010986
	Iteration 55Q: 3 clusters Score -1.463726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191591 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -14637267.000000 Penalty: 1146.010986
	Iteration 56Q: 3 clusters Score -1.463727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191591 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -14637269.000000 Penalty: 1146.010986
	Iteration 57Q: 3 clusters Score -1.463727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191586 members 
Mstep: Class 2 contains 103059 members 
Entering Unmasked Estep 
Score: -14637258.000000 Penalty: 1146.010986
	Iteration 58Q: 3 clusters Score -1.463726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191583 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -14637270.000000 Penalty: 1146.010986
	Iteration 59Q: 3 clusters Score -1.463727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191582 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -14637266.000000 Penalty: 1146.010986
	Iteration 60F: 3 clusters Score -1.463727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -14637267.000000 Penalty: 1146.010986
	Iteration 61Q: 3 clusters Score -1.463727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191574 members 
Mstep: Class 2 contains 103071 members 
Entering Unmasked Estep 
Score: -14637263.000000 Penalty: 1146.010986
	Iteration 62Q: 3 clusters Score -1.463726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191574 members 
Mstep: Class 2 contains 103071 members 
Entering Unmasked Estep 
Score: -14637262.000000 Penalty: 1146.010986
	Iteration 63Q: 3 clusters Score -1.463726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -14637254.000000 Penalty: 1146.010986
	Iteration 64Q: 3 clusters Score -1.463725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -14637254.000000 Penalty: 1146.010986
	Iteration 65F: 3 clusters Score -1.463725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 68056 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 37282 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 191577 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 107556 members 
Mstep: Class 30 contains 18046 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12362 members 
Mstep: Class 33 contains 58310 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 103068 members 
Entering Unmasked Estep 
Score: -90588352.000000 Penalty: 23077.445312
Splitting cluster 21 changes total score from -90526296.000000 to -90588352.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -109527.093750 Penalty: 357.620880
	Iteration 0F: 2 clusters Score -109527.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -108005.203125 Penalty: 715.241760
	Iteration 0F: 3 clusters Score -108005.2 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -110805.382812 Penalty: 715.241760
	Iteration 1F: 3 clusters Score -110805.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -111416.820312 Penalty: 715.241760
	Iteration 2F: 3 clusters Score -111416.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -111668.656250 Penalty: 715.241760
	Iteration 3Q: 3 clusters Score -111668.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -111797.226562 Penalty: 715.241760
	Iteration 4Q: 3 clusters Score -111797.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -111848.101562 Penalty: 715.241760
	Iteration 5Q: 3 clusters Score -111848.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -111865.664062 Penalty: 715.241760
	Iteration 6Q: 3 clusters Score -111865.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -111872.453125 Penalty: 715.241760
	Iteration 7Q: 3 clusters Score -111872.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111875.546875 Penalty: 715.241760
	Iteration 8Q: 3 clusters Score -111875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111877.328125 Penalty: 715.241760
	Iteration 9Q: 3 clusters Score -111877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111879.687500 Penalty: 715.241760
	Iteration 10Q: 3 clusters Score -111879.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -111884.078125 Penalty: 715.241760
	Iteration 11Q: 3 clusters Score -111884.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -111899.125000 Penalty: 715.241760
	Iteration 12Q: 3 clusters Score -111899.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -111917.156250 Penalty: 715.241760
	Iteration 13Q: 3 clusters Score -111917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -111921.718750 Penalty: 715.241760
	Iteration 14Q: 3 clusters Score -111921.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -111923.539062 Penalty: 715.241760
	Iteration 15Q: 3 clusters Score -111923.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -111923.726562 Penalty: 715.241760
	Iteration 16Q: 3 clusters Score -111923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -111924.015625 Penalty: 715.241760
	Iteration 17Q: 3 clusters Score -111924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -111924.015625 Penalty: 715.241760
	Iteration 18F: 3 clusters Score -111924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 68056 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 37282 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 191577 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 594 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 107556 members 
Mstep: Class 30 contains 18046 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12362 members 
Mstep: Class 33 contains 58310 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 103068 members 
Mstep: Class 36 contains 702 members 
Entering Unmasked Estep 
Score: -90589424.000000 Penalty: 23736.800781
Splitting cluster 22 changes total score from -90526296.000000 to -90589424.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (99626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Entering Unmasked Estep 
Score: -4777155.000000 Penalty: 523.667603
	Iteration 0F: 2 clusters Score -4777155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -4709741.000000 Penalty: 1047.335205
	Iteration 0F: 3 clusters Score -4709741 nChanged 48728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -4739150.500000 Penalty: 1047.335205
	Iteration 1F: 3 clusters Score -4739150 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -4740159.000000 Penalty: 1047.335205
	Iteration 2Q: 3 clusters Score -4740159 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -4741656.500000 Penalty: 1047.335205
	Iteration 3Q: 3 clusters Score -4741656 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -4743891.500000 Penalty: 1047.335205
	Iteration 4Q: 3 clusters Score -4743892 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -4747646.000000 Penalty: 1047.335205
	Iteration 5F: 3 clusters Score -4747646 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -4753359.500000 Penalty: 1047.335205
	Iteration 6F: 3 clusters Score -4753360 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80782 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -4760484.500000 Penalty: 1047.335205
	Iteration 7F: 3 clusters Score -4760484 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4766870.000000 Penalty: 1047.335205
	Iteration 8F: 3 clusters Score -4766870 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -4771252.000000 Penalty: 1047.335205
	Iteration 9Q: 3 clusters Score -4771252 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4773588.500000 Penalty: 1047.335205
	Iteration 10Q: 3 clusters Score -4773588 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -4774945.000000 Penalty: 1047.335205
	Iteration 11Q: 3 clusters Score -4774945 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96522 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4775690.000000 Penalty: 1047.335205
	Iteration 12Q: 3 clusters Score -4775690 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4776124.000000 Penalty: 1047.335205
	Iteration 13Q: 3 clusters Score -4776124 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97333 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4776360.500000 Penalty: 1047.335205
	Iteration 14Q: 3 clusters Score -4776360 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97570 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4776477.000000 Penalty: 1047.335205
	Iteration 15Q: 3 clusters Score -4776477 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97739 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4776564.500000 Penalty: 1047.335205
	Iteration 16Q: 3 clusters Score -4776564 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97891 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4776637.000000 Penalty: 1047.335205
	Iteration 17Q: 3 clusters Score -4776637 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4776709.500000 Penalty: 1047.335205
	Iteration 18Q: 3 clusters Score -4776710 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98103 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4776746.000000 Penalty: 1047.335205
	Iteration 19Q: 3 clusters Score -4776746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98176 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4776778.000000 Penalty: 1047.335205
	Iteration 20F: 3 clusters Score -4776778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98226 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4776792.000000 Penalty: 1047.335205
	Iteration 21Q: 3 clusters Score -4776792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4776805.000000 Penalty: 1047.335205
	Iteration 22Q: 3 clusters Score -4776805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98283 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4776798.000000 Penalty: 1047.335205
	Iteration 23Q: 3 clusters Score -4776798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98316 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4776808.500000 Penalty: 1047.335205
	Iteration 24Q: 3 clusters Score -4776808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4776813.500000 Penalty: 1047.335205
	Iteration 25Q: 3 clusters Score -4776814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98359 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4776809.000000 Penalty: 1047.335205
	Iteration 26Q: 3 clusters Score -4776809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4776801.500000 Penalty: 1047.335205
	Iteration 27Q: 3 clusters Score -4776802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98405 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4776806.500000 Penalty: 1047.335205
	Iteration 28Q: 3 clusters Score -4776806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4776804.500000 Penalty: 1047.335205
	Iteration 29Q: 3 clusters Score -4776804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4776799.500000 Penalty: 1047.335205
	Iteration 30Q: 3 clusters Score -4776800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4776797.500000 Penalty: 1047.335205
	Iteration 31Q: 3 clusters Score -4776798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4776810.000000 Penalty: 1047.335205
	Iteration 32Q: 3 clusters Score -4776810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98478 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4776817.000000 Penalty: 1047.335205
	Iteration 33Q: 3 clusters Score -4776817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98492 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4776819.000000 Penalty: 1047.335205
	Iteration 34Q: 3 clusters Score -4776819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98504 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4776811.000000 Penalty: 1047.335205
	Iteration 35Q: 3 clusters Score -4776811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98515 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4776816.500000 Penalty: 1047.335205
	Iteration 36Q: 3 clusters Score -4776816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98529 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4776812.000000 Penalty: 1047.335205
	Iteration 37Q: 3 clusters Score -4776812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98540 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4776815.500000 Penalty: 1047.335205
	Iteration 38Q: 3 clusters Score -4776816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98544 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4776816.500000 Penalty: 1047.335205
	Iteration 39Q: 3 clusters Score -4776816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4776821.000000 Penalty: 1047.335205
	Iteration 40F: 3 clusters Score -4776821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4776820.500000 Penalty: 1047.335205
	Iteration 41Q: 3 clusters Score -4776820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4776824.500000 Penalty: 1047.335205
	Iteration 42Q: 3 clusters Score -4776824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4776820.500000 Penalty: 1047.335205
	Iteration 43Q: 3 clusters Score -4776820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4776821.500000 Penalty: 1047.335205
	Iteration 44Q: 3 clusters Score -4776822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4776823.500000 Penalty: 1047.335205
	Iteration 45Q: 3 clusters Score -4776824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98558 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4776824.500000 Penalty: 1047.335205
	Iteration 46Q: 3 clusters Score -4776824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4776826.000000 Penalty: 1047.335205
	Iteration 47Q: 3 clusters Score -4776826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4776831.000000 Penalty: 1047.335205
	Iteration 48Q: 3 clusters Score -4776831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4776829.000000 Penalty: 1047.335205
	Iteration 49Q: 3 clusters Score -4776829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4776830.000000 Penalty: 1047.335205
	Iteration 50Q: 3 clusters Score -4776830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4776830.000000 Penalty: 1047.335205
	Iteration 51F: 3 clusters Score -4776830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -41505.183594 Penalty: 310.706390
	Iteration 0F: 2 clusters Score -41505.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40743.320312 Penalty: 621.412781
	Iteration 0F: 3 clusters Score -40743.32 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40972.832031 Penalty: 621.412781
	Iteration 1F: 3 clusters Score -40972.83 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -41029.656250 Penalty: 621.412781
	Iteration 2F: 3 clusters Score -41029.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -41073.375000 Penalty: 621.412781
	Iteration 3F: 3 clusters Score -41073.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -41114.410156 Penalty: 621.412781
	Iteration 4Q: 3 clusters Score -41114.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -41138.878906 Penalty: 621.412781
	Iteration 5Q: 3 clusters Score -41138.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41159.386719 Penalty: 621.412781
	Iteration 6Q: 3 clusters Score -41159.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -41171.117188 Penalty: 621.412781
	Iteration 7Q: 3 clusters Score -41171.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41181.031250 Penalty: 621.412781
	Iteration 8Q: 3 clusters Score -41181.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41186.390625 Penalty: 621.412781
	Iteration 9Q: 3 clusters Score -41186.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41193.328125 Penalty: 621.412781
	Iteration 10Q: 3 clusters Score -41193.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41206.820312 Penalty: 621.412781
	Iteration 11Q: 3 clusters Score -41206.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41221.300781 Penalty: 621.412781
	Iteration 12Q: 3 clusters Score -41221.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41233.808594 Penalty: 621.412781
	Iteration 13Q: 3 clusters Score -41233.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41240.285156 Penalty: 621.412781
	Iteration 14Q: 3 clusters Score -41240.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41247.207031 Penalty: 621.412781
	Iteration 15Q: 3 clusters Score -41247.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41252.367188 Penalty: 621.412781
	Iteration 16Q: 3 clusters Score -41252.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41256.144531 Penalty: 621.412781
	Iteration 17Q: 3 clusters Score -41256.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41257.863281 Penalty: 621.412781
	Iteration 18Q: 3 clusters Score -41257.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41258.769531 Penalty: 621.412781
	Iteration 19Q: 3 clusters Score -41258.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41260.328125 Penalty: 621.412781
	Iteration 20F: 3 clusters Score -41260.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41261.023438 Penalty: 621.412781
	Iteration 21Q: 3 clusters Score -41261.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41261.023438 Penalty: 621.412781
	Iteration 22F: 3 clusters Score -41261.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -14476.443359 Penalty: 290.603027
	Iteration 0F: 2 clusters Score -14476.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14007.622070 Penalty: 581.206055
	Iteration 0F: 3 clusters Score -14007.62 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -14502.512695 Penalty: 581.206055
	Iteration 1F: 3 clusters Score -14502.51 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14593.225586 Penalty: 581.206055
	Iteration 2F: 3 clusters Score -14593.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14642.121094 Penalty: 581.206055
	Iteration 3F: 3 clusters Score -14642.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14689.348633 Penalty: 581.206055
	Iteration 4Q: 3 clusters Score -14689.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14738.309570 Penalty: 581.206055
	Iteration 5Q: 3 clusters Score -14738.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14757.336914 Penalty: 581.206055
	Iteration 6Q: 3 clusters Score -14757.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14766.018555 Penalty: 581.206055
	Iteration 7Q: 3 clusters Score -14766.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14773.277344 Penalty: 581.206055
	Iteration 8Q: 3 clusters Score -14773.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14781.771484 Penalty: 581.206055
	Iteration 9Q: 3 clusters Score -14781.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14790.292969 Penalty: 581.206055
	Iteration 10Q: 3 clusters Score -14790.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14795.154297 Penalty: 581.206055
	Iteration 11Q: 3 clusters Score -14795.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14799.691406 Penalty: 581.206055
	Iteration 12Q: 3 clusters Score -14799.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14806.153320 Penalty: 581.206055
	Iteration 13Q: 3 clusters Score -14806.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14810.541992 Penalty: 581.206055
	Iteration 14Q: 3 clusters Score -14810.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14813.016602 Penalty: 581.206055
	Iteration 15Q: 3 clusters Score -14813.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14814.849609 Penalty: 581.206055
	Iteration 16Q: 3 clusters Score -14814.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14816.230469 Penalty: 581.206055
	Iteration 17Q: 3 clusters Score -14816.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14818.851562 Penalty: 581.206055
	Iteration 18F: 3 clusters Score -14818.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14840.306641 Penalty: 581.206055
	Iteration 19Q: 3 clusters Score -14840.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14844.401367 Penalty: 581.206055
	Iteration 20F: 3 clusters Score -14844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14847.786133 Penalty: 581.206055
	Iteration 21Q: 3 clusters Score -14847.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14847.786133 Penalty: 581.206055
	Iteration 22F: 3 clusters Score -14847.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 68056 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 37282 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 191577 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 210133 members 
Mstep: Class 29 contains 107556 members 
Mstep: Class 30 contains 18046 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12362 members 
Mstep: Class 33 contains 58310 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 103068 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 179 members 
Entering Unmasked Estep 
Score: -90589616.000000 Penalty: 24396.156250
Splitting cluster 25 changes total score from -90526296.000000 to -90589616.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 26 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -49082.640625 Penalty: 314.257355
	Iteration 0F: 2 clusters Score -49082.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -48263.042969 Penalty: 628.514709
	Iteration 0F: 3 clusters Score -48263.04 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48488.101562 Penalty: 628.514709
	Iteration 1F: 3 clusters Score -48488.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48521.039062 Penalty: 628.514709
	Iteration 2F: 3 clusters Score -48521.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -48543.968750 Penalty: 628.514709
	Iteration 3Q: 3 clusters Score -48543.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48565.464844 Penalty: 628.514709
	Iteration 4Q: 3 clusters Score -48565.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48581.773438 Penalty: 628.514709
	Iteration 5Q: 3 clusters Score -48581.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48598.765625 Penalty: 628.514709
	Iteration 6Q: 3 clusters Score -48598.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -48619.218750 Penalty: 628.514709
	Iteration 7Q: 3 clusters Score -48619.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -48638.031250 Penalty: 628.514709
	Iteration 8Q: 3 clusters Score -48638.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -48666.750000 Penalty: 628.514709
	Iteration 9Q: 3 clusters Score -48666.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -48688.617188 Penalty: 628.514709
	Iteration 10Q: 3 clusters Score -48688.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -48700.628906 Penalty: 628.514709
	Iteration 11Q: 3 clusters Score -48700.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -48716.847656 Penalty: 628.514709
	Iteration 12Q: 3 clusters Score -48716.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -48730.292969 Penalty: 628.514709
	Iteration 13Q: 3 clusters Score -48730.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -48741.203125 Penalty: 628.514709
	Iteration 14Q: 3 clusters Score -48741.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -48750.171875 Penalty: 628.514709
	Iteration 15Q: 3 clusters Score -48750.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -48757.628906 Penalty: 628.514709
	Iteration 16Q: 3 clusters Score -48757.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -48762.476562 Penalty: 628.514709
	Iteration 17Q: 3 clusters Score -48762.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -48767.421875 Penalty: 628.514709
	Iteration 18Q: 3 clusters Score -48767.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48769.390625 Penalty: 628.514709
	Iteration 19Q: 3 clusters Score -48769.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48770.621094 Penalty: 628.514709
	Iteration 20F: 3 clusters Score -48770.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48771.011719 Penalty: 628.514709
	Iteration 21Q: 3 clusters Score -48771.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48771.011719 Penalty: 628.514709
	Iteration 22F: 3 clusters Score -48771.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Entering Unmasked Estep 
Score: -162023.359375 Penalty: 368.391327
	Iteration 0F: 2 clusters Score -162023.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -159772.078125 Penalty: 736.782654
	Iteration 0F: 3 clusters Score -159772.1 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -160596.375000 Penalty: 736.782654
	Iteration 1F: 3 clusters Score -160596.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -160747.796875 Penalty: 736.782654
	Iteration 2F: 3 clusters Score -160747.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -160923.484375 Penalty: 736.782654
	Iteration 3F: 3 clusters Score -160923.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -161120.234375 Penalty: 736.782654
	Iteration 4F: 3 clusters Score -161120.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -161315.500000 Penalty: 736.782654
	Iteration 5F: 3 clusters Score -161315.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -161469.828125 Penalty: 736.782654
	Iteration 6F: 3 clusters Score -161469.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -161553.593750 Penalty: 736.782654
	Iteration 7Q: 3 clusters Score -161553.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -161608.812500 Penalty: 736.782654
	Iteration 8Q: 3 clusters Score -161608.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -161673.109375 Penalty: 736.782654
	Iteration 9Q: 3 clusters Score -161673.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -161712.921875 Penalty: 736.782654
	Iteration 10Q: 3 clusters Score -161712.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -161734.468750 Penalty: 736.782654
	Iteration 11Q: 3 clusters Score -161734.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -161744.078125 Penalty: 736.782654
	Iteration 12Q: 3 clusters Score -161744.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -161750.765625 Penalty: 736.782654
	Iteration 13Q: 3 clusters Score -161750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -161754.781250 Penalty: 736.782654
	Iteration 14Q: 3 clusters Score -161754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -161758.734375 Penalty: 736.782654
	Iteration 15Q: 3 clusters Score -161758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -161760.125000 Penalty: 736.782654
	Iteration 16Q: 3 clusters Score -161760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -161761.796875 Penalty: 736.782654
	Iteration 17Q: 3 clusters Score -161761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -161762.312500 Penalty: 736.782654
	Iteration 18Q: 3 clusters Score -161762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -161763.156250 Penalty: 736.782654
	Iteration 19Q: 3 clusters Score -161763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -161763.156250 Penalty: 736.782654
	Iteration 20F: 3 clusters Score -161763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (210133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210133 members 
Entering Unmasked Estep 
Score: -10369264.000000 Penalty: 557.625061
	Iteration 0F: 2 clusters Score -1.036926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 105030 members 
Entering Unmasked Estep 
Score: -10237999.000000 Penalty: 1115.250122
	Iteration 0F: 3 clusters Score -1.0238e+07 nChanged 103400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -10301046.000000 Penalty: 1115.250122
	Iteration 1F: 3 clusters Score -1.030105e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 94689 members 
Entering Unmasked Estep 
Score: -10304741.000000 Penalty: 1115.250122
	Iteration 2Q: 3 clusters Score -1.030474e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122139 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -10310860.000000 Penalty: 1115.250122
	Iteration 3Q: 3 clusters Score -1.031086e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130358 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -10320119.000000 Penalty: 1115.250122
	Iteration 4F: 3 clusters Score -1.032012e+07 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139134 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
Score: -10332926.000000 Penalty: 1115.250122
	Iteration 5F: 3 clusters Score -1.033293e+07 nChanged 14212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146948 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -10346674.000000 Penalty: 1115.250122
	Iteration 6F: 3 clusters Score -1.034667e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152234 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -10355283.000000 Penalty: 1115.250122
	Iteration 7F: 3 clusters Score -1.035528e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156419 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -10359297.000000 Penalty: 1115.250122
	Iteration 8Q: 3 clusters Score -1.03593e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -10361510.000000 Penalty: 1115.250122
	Iteration 9Q: 3 clusters Score -1.036151e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163877 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -10363947.000000 Penalty: 1115.250122
	Iteration 10Q: 3 clusters Score -1.036395e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166991 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -10365819.000000 Penalty: 1115.250122
	Iteration 11Q: 3 clusters Score -1.036582e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169686 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -10367330.000000 Penalty: 1115.250122
	Iteration 12Q: 3 clusters Score -1.036733e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -10368622.000000 Penalty: 1115.250122
	Iteration 13Q: 3 clusters Score -1.036862e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174334 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -10369689.000000 Penalty: 1115.250122
	Iteration 14Q: 3 clusters Score -1.036969e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176144 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -10370386.000000 Penalty: 1115.250122
	Iteration 15Q: 3 clusters Score -1.037039e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177710 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -10370954.000000 Penalty: 1115.250122
	Iteration 16Q: 3 clusters Score -1.037095e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179090 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -10371422.000000 Penalty: 1115.250122
	Iteration 17Q: 3 clusters Score -1.037142e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180281 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -10371754.000000 Penalty: 1115.250122
	Iteration 18Q: 3 clusters Score -1.037175e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181252 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -10372053.000000 Penalty: 1115.250122
	Iteration 19Q: 3 clusters Score -1.037205e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182130 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -10372266.000000 Penalty: 1115.250122
	Iteration 20F: 3 clusters Score -1.037227e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182938 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -10372545.000000 Penalty: 1115.250122
	Iteration 21Q: 3 clusters Score -1.037254e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183685 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -10372812.000000 Penalty: 1115.250122
	Iteration 22Q: 3 clusters Score -1.037281e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184306 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -10373023.000000 Penalty: 1115.250122
	Iteration 23Q: 3 clusters Score -1.037302e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184802 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -10373343.000000 Penalty: 1115.250122
	Iteration 24Q: 3 clusters Score -1.037334e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185170 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -10373493.000000 Penalty: 1115.250122
	Iteration 25Q: 3 clusters Score -1.037349e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185403 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -10373739.000000 Penalty: 1115.250122
	Iteration 26Q: 3 clusters Score -1.037374e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185590 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -10373894.000000 Penalty: 1115.250122
	Iteration 27Q: 3 clusters Score -1.037389e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185664 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -10374061.000000 Penalty: 1115.250122
	Iteration 28Q: 3 clusters Score -1.037406e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185629 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -10374280.000000 Penalty: 1115.250122
	Iteration 29Q: 3 clusters Score -1.037428e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185441 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -10374500.000000 Penalty: 1115.250122
	Iteration 30Q: 3 clusters Score -1.03745e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185153 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -10374689.000000 Penalty: 1115.250122
	Iteration 31Q: 3 clusters Score -1.037469e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184786 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -10375028.000000 Penalty: 1115.250122
	Iteration 32Q: 3 clusters Score -1.037503e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184291 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -10375372.000000 Penalty: 1115.250122
	Iteration 33Q: 3 clusters Score -1.037537e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183711 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -10375663.000000 Penalty: 1115.250122
	Iteration 34Q: 3 clusters Score -1.037566e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183109 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -10376012.000000 Penalty: 1115.250122
	Iteration 35Q: 3 clusters Score -1.037601e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182427 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -10376373.000000 Penalty: 1115.250122
	Iteration 36Q: 3 clusters Score -1.037637e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181729 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -10376668.000000 Penalty: 1115.250122
	Iteration 37Q: 3 clusters Score -1.037667e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181067 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -10376945.000000 Penalty: 1115.250122
	Iteration 38Q: 3 clusters Score -1.037694e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180546 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -10377104.000000 Penalty: 1115.250122
	Iteration 39Q: 3 clusters Score -1.03771e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180132 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -10377537.000000 Penalty: 1115.250122
	Iteration 40F: 3 clusters Score -1.037754e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179198 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -10378025.000000 Penalty: 1115.250122
	Iteration 41Q: 3 clusters Score -1.037802e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178474 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -10378305.000000 Penalty: 1115.250122
	Iteration 42Q: 3 clusters Score -1.03783e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177919 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -10378516.000000 Penalty: 1115.250122
	Iteration 43Q: 3 clusters Score -1.037852e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177483 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -10378629.000000 Penalty: 1115.250122
	Iteration 44Q: 3 clusters Score -1.037863e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177147 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -10378746.000000 Penalty: 1115.250122
	Iteration 45Q: 3 clusters Score -1.037875e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176835 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -10378765.000000 Penalty: 1115.250122
	Iteration 46Q: 3 clusters Score -1.037876e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176565 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -10378848.000000 Penalty: 1115.250122
	Iteration 47Q: 3 clusters Score -1.037885e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176275 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -10378837.000000 Penalty: 1115.250122
	Iteration 48Q: 3 clusters Score -1.037884e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175967 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -10378901.000000 Penalty: 1115.250122
	Iteration 49Q: 3 clusters Score -1.03789e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175649 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -10378922.000000 Penalty: 1115.250122
	Iteration 50Q: 3 clusters Score -1.037892e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175376 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -10378920.000000 Penalty: 1115.250122
	Iteration 51Q: 3 clusters Score -1.037892e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175103 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -10378979.000000 Penalty: 1115.250122
	Iteration 52Q: 3 clusters Score -1.037898e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174832 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -10379006.000000 Penalty: 1115.250122
	Iteration 53Q: 3 clusters Score -1.037901e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174576 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -10379044.000000 Penalty: 1115.250122
	Iteration 54Q: 3 clusters Score -1.037904e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174332 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -10379065.000000 Penalty: 1115.250122
	Iteration 55Q: 3 clusters Score -1.037906e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174114 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -10379075.000000 Penalty: 1115.250122
	Iteration 56Q: 3 clusters Score -1.037908e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173887 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -10379101.000000 Penalty: 1115.250122
	Iteration 57Q: 3 clusters Score -1.03791e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173637 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -10379059.000000 Penalty: 1115.250122
	Iteration 58Q: 3 clusters Score -1.037906e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173366 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -10379073.000000 Penalty: 1115.250122
	Iteration 59Q: 3 clusters Score -1.037907e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173080 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -10379100.000000 Penalty: 1115.250122
	Iteration 60F: 3 clusters Score -1.03791e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172833 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -10379110.000000 Penalty: 1115.250122
	Iteration 61Q: 3 clusters Score -1.037911e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172570 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -10379073.000000 Penalty: 1115.250122
	Iteration 62Q: 3 clusters Score -1.037907e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172310 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -10379041.000000 Penalty: 1115.250122
	Iteration 63Q: 3 clusters Score -1.037904e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172070 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -10379064.000000 Penalty: 1115.250122
	Iteration 64Q: 3 clusters Score -1.037906e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171860 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -10379069.000000 Penalty: 1115.250122
	Iteration 65Q: 3 clusters Score -1.037907e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171660 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -10379094.000000 Penalty: 1115.250122
	Iteration 66Q: 3 clusters Score -1.037909e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -10379099.000000 Penalty: 1115.250122
	Iteration 67Q: 3 clusters Score -1.03791e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171210 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -10379091.000000 Penalty: 1115.250122
	Iteration 68Q: 3 clusters Score -1.037909e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170991 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -10379133.000000 Penalty: 1115.250122
	Iteration 69Q: 3 clusters Score -1.037913e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170781 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -10379117.000000 Penalty: 1115.250122
	Iteration 70Q: 3 clusters Score -1.037912e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170543 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -10379107.000000 Penalty: 1115.250122
	Iteration 71Q: 3 clusters Score -1.037911e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170335 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -10379101.000000 Penalty: 1115.250122
	Iteration 72Q: 3 clusters Score -1.03791e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170130 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -10379084.000000 Penalty: 1115.250122
	Iteration 73Q: 3 clusters Score -1.037908e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169938 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -10379068.000000 Penalty: 1115.250122
	Iteration 74Q: 3 clusters Score -1.037907e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169770 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -10379059.000000 Penalty: 1115.250122
	Iteration 75Q: 3 clusters Score -1.037906e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169651 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -10379052.000000 Penalty: 1115.250122
	Iteration 76Q: 3 clusters Score -1.037905e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -10379050.000000 Penalty: 1115.250122
	Iteration 77Q: 3 clusters Score -1.037905e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169422 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -10379050.000000 Penalty: 1115.250122
	Iteration 78Q: 3 clusters Score -1.037905e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -10379034.000000 Penalty: 1115.250122
	Iteration 79Q: 3 clusters Score -1.037903e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -10379042.000000 Penalty: 1115.250122
	Iteration 80F: 3 clusters Score -1.037904e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169063 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -10379031.000000 Penalty: 1115.250122
	Iteration 81Q: 3 clusters Score -1.037903e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168971 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -10379056.000000 Penalty: 1115.250122
	Iteration 82Q: 3 clusters Score -1.037906e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168873 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -10379031.000000 Penalty: 1115.250122
	Iteration 83Q: 3 clusters Score -1.037903e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168752 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -10379027.000000 Penalty: 1115.250122
	Iteration 84Q: 3 clusters Score -1.037903e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168630 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -10378999.000000 Penalty: 1115.250122
	Iteration 85Q: 3 clusters Score -1.0379e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168517 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -10378984.000000 Penalty: 1115.250122
	Iteration 86Q: 3 clusters Score -1.037898e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168435 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -10379002.000000 Penalty: 1115.250122
	Iteration 87Q: 3 clusters Score -1.0379e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168362 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -10379001.000000 Penalty: 1115.250122
	Iteration 88Q: 3 clusters Score -1.0379e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168309 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -10378987.000000 Penalty: 1115.250122
	Iteration 89Q: 3 clusters Score -1.037899e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168258 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -10378997.000000 Penalty: 1115.250122
	Iteration 90Q: 3 clusters Score -1.0379e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168199 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -10379008.000000 Penalty: 1115.250122
	Iteration 91Q: 3 clusters Score -1.037901e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168159 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -10379016.000000 Penalty: 1115.250122
	Iteration 92Q: 3 clusters Score -1.037902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168139 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -10379026.000000 Penalty: 1115.250122
	Iteration 93Q: 3 clusters Score -1.037903e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168105 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -10379022.000000 Penalty: 1115.250122
	Iteration 94Q: 3 clusters Score -1.037902e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168088 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -10379018.000000 Penalty: 1115.250122
	Iteration 95Q: 3 clusters Score -1.037902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168077 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -10379010.000000 Penalty: 1115.250122
	Iteration 96Q: 3 clusters Score -1.037901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168084 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -10379008.000000 Penalty: 1115.250122
	Iteration 97Q: 3 clusters Score -1.037901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168080 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -10378996.000000 Penalty: 1115.250122
	Iteration 98Q: 3 clusters Score -1.0379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168074 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -10378999.000000 Penalty: 1115.250122
	Iteration 99Q: 3 clusters Score -1.0379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168072 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -10378991.000000 Penalty: 1115.250122
	Iteration 100F: 3 clusters Score -1.037899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168073 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -10378990.000000 Penalty: 1115.250122
	Iteration 101Q: 3 clusters Score -1.037899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168074 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -10378988.000000 Penalty: 1115.250122
	Iteration 102Q: 3 clusters Score -1.037899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168072 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -10378983.000000 Penalty: 1115.250122
	Iteration 103Q: 3 clusters Score -1.037898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168070 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -10378978.000000 Penalty: 1115.250122
	Iteration 104Q: 3 clusters Score -1.037898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168064 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -10378979.000000 Penalty: 1115.250122
	Iteration 105Q: 3 clusters Score -1.037898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -10378978.000000 Penalty: 1115.250122
	Iteration 106Q: 3 clusters Score -1.037898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168058 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -10378975.000000 Penalty: 1115.250122
	Iteration 107Q: 3 clusters Score -1.037898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -10378976.000000 Penalty: 1115.250122
	Iteration 108Q: 3 clusters Score -1.037898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -10378974.000000 Penalty: 1115.250122
	Iteration 109Q: 3 clusters Score -1.037897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168058 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -10378978.000000 Penalty: 1115.250122
	Iteration 110Q: 3 clusters Score -1.037898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -10378968.000000 Penalty: 1115.250122
	Iteration 111Q: 3 clusters Score -1.037897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -10378976.000000 Penalty: 1115.250122
	Iteration 112Q: 3 clusters Score -1.037898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -10378973.000000 Penalty: 1115.250122
	Iteration 113Q: 3 clusters Score -1.037897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -10378971.000000 Penalty: 1115.250122
	Iteration 114Q: 3 clusters Score -1.037897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168056 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -10378978.000000 Penalty: 1115.250122
	Iteration 115Q: 3 clusters Score -1.037898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168051 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -10378976.000000 Penalty: 1115.250122
	Iteration 116Q: 3 clusters Score -1.037898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -10378985.000000 Penalty: 1115.250122
	Iteration 117Q: 3 clusters Score -1.037898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -10378978.000000 Penalty: 1115.250122
	Iteration 118Q: 3 clusters Score -1.037898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168041 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -10378981.000000 Penalty: 1115.250122
	Iteration 119Q: 3 clusters Score -1.037898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -10378980.000000 Penalty: 1115.250122
	Iteration 120F: 3 clusters Score -1.037898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 68056 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 37282 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 191577 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 168040 members 
Mstep: Class 29 contains 107556 members 
Mstep: Class 30 contains 18046 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 12362 members 
Mstep: Class 33 contains 58310 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 103068 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 179 members 
Mstep: Class 38 contains 42093 members 
Entering Unmasked Estep 
Score: -90598000.000000 Penalty: 25055.511719
Splitting cluster 28 changes total score from -90526296.000000 to -90598000.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 203131 members 
Mstep: Class 3 contains 61417 members 
Mstep: Class 4 contains 217245 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 29349 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 68056 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 37282 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 172141 members 
Mstep: Class 20 contains 206951 members 
Mstep: Class 21 contains 191577 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 99626 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 168040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90619048.000000 Penalty: 25055.511719
Iteration 79Q: 39 clusters Score -9.061905e+07 nChanged 57667
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 126370 members 
Mstep: Class 2 contains 197721 members 
Mstep: Class 3 contains 61400 members 
Mstep: Class 4 contains 217648 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 1933 members 
Mstep: Class 7 contains 8765 members 
Mstep: Class 8 contains 28158 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 76243 members 
Mstep: Class 11 contains 7335 members 
Mstep: Class 12 contains 919 members 
Mstep: Class 13 contains 37270 members 
Mstep: Class 14 contains 3251 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6165 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 167907 members 
Mstep: Class 20 contains 205437 members 
Mstep: Class 21 contains 200360 members 
Mstep: Class 22 contains 2116 members 
Mstep: Class 23 contains 100260 members 
Mstep: Class 24 contains 928 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 926 members 
Mstep: Class 27 contains 3192 members 
Mstep: Class 28 contains 167928 members 
Mstep: Class 29 contains 98679 members 
Mstep: Class 30 contains 17753 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 12166 members 
Mstep: Class 33 contains 54620 members 
Mstep: Class 34 contains 568 members 
Mstep: Class 35 contains 103480 members 
Mstep: Class 36 contains 691 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 41237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90634552.000000 Penalty: 25055.511719
Iteration 80F: 39 clusters Score -9.063455e+07 nChanged 52507
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 133457 members 
Mstep: Class 2 contains 190093 members 
Mstep: Class 3 contains 60982 members 
Mstep: Class 4 contains 217267 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 24231 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 84577 members 
Mstep: Class 11 contains 7341 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 37158 members 
Mstep: Class 14 contains 3174 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 6376 members 
Mstep: Class 17 contains 2296 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 163803 members 
Mstep: Class 20 contains 200756 members 
Mstep: Class 21 contains 205354 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 99610 members 
Mstep: Class 24 contains 945 members 
Mstep: Class 25 contains 395 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 3097 members 
Mstep: Class 28 contains 168071 members 
Mstep: Class 29 contains 96901 members 
Mstep: Class 30 contains 17914 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 32 contains 12143 members 
Mstep: Class 33 contains 53109 members 
Mstep: Class 34 contains 637 members 
Mstep: Class 35 contains 108090 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 41279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90637328.000000 Penalty: 25055.511719
Iteration 81Q: 39 clusters Score -9.063733e+07 nChanged 41178
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 184427 members 
Mstep: Class 3 contains 60656 members 
Mstep: Class 4 contains 216882 members 
Mstep: Class 5 contains 4609 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 8381 members 
Mstep: Class 8 contains 20074 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 92377 members 
Mstep: Class 11 contains 7345 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 13 contains 37102 members 
Mstep: Class 14 contains 3121 members 
Mstep: Class 15 contains 3810 members 
Mstep: Class 16 contains 6607 members 
Mstep: Class 17 contains 2230 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 19 contains 160396 members 
Mstep: Class 20 contains 197056 members 
Mstep: Class 21 contains 208162 members 
Mstep: Class 22 contains 2285 members 
Mstep: Class 23 contains 99109 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 394 members 
Mstep: Class 26 contains 922 members 
Mstep: Class 27 contains 3065 members 
Mstep: Class 28 contains 168450 members 
Mstep: Class 29 contains 96270 members 
Mstep: Class 30 contains 18011 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 12057 members 
Mstep: Class 33 contains 51694 members 
Mstep: Class 34 contains 652 members 
Mstep: Class 35 contains 112419 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 185 members 
Mstep: Class 38 contains 40962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90638840.000000 Penalty: 25055.511719
Iteration 82Q: 39 clusters Score -9.063884e+07 nChanged 36363
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 142713 members 
Mstep: Class 2 contains 180777 members 
Mstep: Class 3 contains 60436 members 
Mstep: Class 4 contains 216545 members 
Mstep: Class 5 contains 4604 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 8245 members 
Mstep: Class 8 contains 16405 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 100296 members 
Mstep: Class 11 contains 7350 members 
Mstep: Class 12 contains 1356 members 
Mstep: Class 13 contains 37065 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 15 contains 3821 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 2180 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 157283 members 
Mstep: Class 20 contains 193259 members 
Mstep: Class 21 contains 208751 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 98662 members 
Mstep: Class 24 contains 996 members 
Mstep: Class 25 contains 393 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 3047 members 
Mstep: Class 28 contains 168801 members 
Mstep: Class 29 contains 96143 members 
Mstep: Class 30 contains 18089 members 
Mstep: Class 31 contains 1159 members 
Mstep: Class 32 contains 11952 members 
Mstep: Class 33 contains 50368 members 
Mstep: Class 34 contains 661 members 
Mstep: Class 35 contains 116622 members 
Mstep: Class 36 contains 697 members 
Mstep: Class 37 contains 184 members 
Mstep: Class 38 contains 40539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90638680.000000 Penalty: 25055.511719
Iteration 83Q: 39 clusters Score -9.063868e+07 nChanged 34430
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 145847 members 
Mstep: Class 2 contains 178840 members 
Mstep: Class 3 contains 60248 members 
Mstep: Class 4 contains 216331 members 
Mstep: Class 5 contains 4606 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 8126 members 
Mstep: Class 8 contains 13029 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 108495 members 
Mstep: Class 11 contains 7359 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 37037 members 
Mstep: Class 14 contains 3039 members 
Mstep: Class 15 contains 3826 members 
Mstep: Class 16 contains 7051 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 154304 members 
Mstep: Class 20 contains 189552 members 
Mstep: Class 21 contains 207380 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 98293 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 393 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 3052 members 
Mstep: Class 28 contains 169056 members 
Mstep: Class 29 contains 96110 members 
Mstep: Class 30 contains 18175 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 11877 members 
Mstep: Class 33 contains 49204 members 
Mstep: Class 34 contains 665 members 
Mstep: Class 35 contains 120737 members 
Mstep: Class 36 contains 696 members 
Mstep: Class 37 contains 182 members 
Mstep: Class 38 contains 40107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90638832.000000 Penalty: 25055.511719
Iteration 84Q: 39 clusters Score -9.063883e+07 nChanged 33809
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 147495 members 
Mstep: Class 2 contains 178690 members 
Mstep: Class 3 contains 60159 members 
Mstep: Class 4 contains 216178 members 
Mstep: Class 5 contains 4620 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 8028 members 
Mstep: Class 8 contains 10123 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 117385 members 
Mstep: Class 11 contains 7369 members 
Mstep: Class 12 contains 1477 members 
Mstep: Class 13 contains 37003 members 
Mstep: Class 14 contains 3004 members 
Mstep: Class 15 contains 3847 members 
Mstep: Class 16 contains 7218 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 151463 members 
Mstep: Class 20 contains 186102 members 
Mstep: Class 21 contains 205217 members 
Mstep: Class 22 contains 2491 members 
Mstep: Class 23 contains 98037 members 
Mstep: Class 24 contains 1043 members 
Mstep: Class 25 contains 388 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 3085 members 
Mstep: Class 28 contains 169079 members 
Mstep: Class 29 contains 94917 members 
Mstep: Class 30 contains 18247 members 
Mstep: Class 31 contains 1172 members 
Mstep: Class 32 contains 11821 members 
Mstep: Class 33 contains 48121 members 
Mstep: Class 34 contains 673 members 
Mstep: Class 35 contains 124872 members 
Mstep: Class 36 contains 698 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 39639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90639504.000000 Penalty: 25055.511719
Iteration 85Q: 39 clusters Score -9.06395e+07 nChanged 33841
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 147810 members 
Mstep: Class 2 contains 179686 members 
Mstep: Class 3 contains 60108 members 
Mstep: Class 4 contains 216088 members 
Mstep: Class 5 contains 4629 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 7655 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 127164 members 
Mstep: Class 11 contains 7377 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 37006 members 
Mstep: Class 14 contains 2987 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 7356 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 343 members 
Mstep: Class 19 contains 148711 members 
Mstep: Class 20 contains 183004 members 
Mstep: Class 21 contains 202807 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 97865 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 380 members 
Mstep: Class 26 contains 847 members 
Mstep: Class 27 contains 3128 members 
Mstep: Class 28 contains 169036 members 
Mstep: Class 29 contains 92398 members 
Mstep: Class 30 contains 18334 members 
Mstep: Class 31 contains 1176 members 
Mstep: Class 32 contains 11781 members 
Mstep: Class 33 contains 47063 members 
Mstep: Class 34 contains 682 members 
Mstep: Class 35 contains 128826 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 39152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90640336.000000 Penalty: 25055.511719
Iteration 86Q: 39 clusters Score -9.064034e+07 nChanged 33863
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 147199 members 
Mstep: Class 2 contains 181289 members 
Mstep: Class 3 contains 60126 members 
Mstep: Class 4 contains 216052 members 
Mstep: Class 5 contains 4633 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 7860 members 
Mstep: Class 8 contains 5530 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 137760 members 
Mstep: Class 11 contains 7386 members 
Mstep: Class 12 contains 1513 members 
Mstep: Class 13 contains 37001 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 3855 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 344 members 
Mstep: Class 19 contains 146034 members 
Mstep: Class 20 contains 180111 members 
Mstep: Class 21 contains 200512 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 97744 members 
Mstep: Class 24 contains 1074 members 
Mstep: Class 25 contains 373 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 168910 members 
Mstep: Class 29 contains 88636 members 
Mstep: Class 30 contains 18396 members 
Mstep: Class 31 contains 1179 members 
Mstep: Class 32 contains 11744 members 
Mstep: Class 33 contains 46122 members 
Mstep: Class 34 contains 691 members 
Mstep: Class 35 contains 132608 members 
Mstep: Class 36 contains 706 members 
Mstep: Class 37 contains 180 members 
Mstep: Class 38 contains 38712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90638824.000000 Penalty: 25055.511719
Iteration 87Q: 39 clusters Score -9.063882e+07 nChanged 34601
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 183378 members 
Mstep: Class 3 contains 60182 members 
Mstep: Class 4 contains 216066 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 7760 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 148901 members 
Mstep: Class 11 contains 7396 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 37000 members 
Mstep: Class 14 contains 2959 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 343 members 
Mstep: Class 19 contains 143383 members 
Mstep: Class 20 contains 177411 members 
Mstep: Class 21 contains 198594 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 97651 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 370 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 3236 members 
Mstep: Class 28 contains 168726 members 
Mstep: Class 29 contains 83946 members 
Mstep: Class 30 contains 18471 members 
Mstep: Class 31 contains 1178 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 45320 members 
Mstep: Class 34 contains 696 members 
Mstep: Class 35 contains 136213 members 
Mstep: Class 36 contains 715 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 38202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90637120.000000 Penalty: 25055.511719
Iteration 88Q: 39 clusters Score -9.063712e+07 nChanged 31427
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 143953 members 
Mstep: Class 2 contains 185658 members 
Mstep: Class 3 contains 60231 members 
Mstep: Class 4 contains 216144 members 
Mstep: Class 5 contains 4641 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 7700 members 
Mstep: Class 8 contains 2389 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 157175 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 37016 members 
Mstep: Class 14 contains 2964 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 343 members 
Mstep: Class 19 contains 140719 members 
Mstep: Class 20 contains 175309 members 
Mstep: Class 21 contains 196943 members 
Mstep: Class 22 contains 2596 members 
Mstep: Class 23 contains 97558 members 
Mstep: Class 24 contains 1092 members 
Mstep: Class 25 contains 367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 3325 members 
Mstep: Class 28 contains 168475 members 
Mstep: Class 29 contains 80886 members 
Mstep: Class 30 contains 18543 members 
Mstep: Class 31 contains 1181 members 
Mstep: Class 32 contains 11685 members 
Mstep: Class 33 contains 44606 members 
Mstep: Class 34 contains 699 members 
Mstep: Class 35 contains 139384 members 
Mstep: Class 36 contains 721 members 
Mstep: Class 37 contains 182 members 
Mstep: Class 38 contains 37682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90632848.000000 Penalty: 25055.511719
Iteration 89Q: 39 clusters Score -9.063285e+07 nChanged 26029
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 142756 members 
Mstep: Class 2 contains 188090 members 
Mstep: Class 3 contains 60325 members 
Mstep: Class 4 contains 216227 members 
Mstep: Class 5 contains 4625 members 
Mstep: Class 6 contains 938 members 
Mstep: Class 7 contains 7658 members 
Mstep: Class 8 contains 1539 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 160886 members 
Mstep: Class 11 contains 7412 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 37027 members 
Mstep: Class 14 contains 2967 members 
Mstep: Class 15 contains 3869 members 
Mstep: Class 16 contains 7752 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 340 members 
Mstep: Class 19 contains 138301 members 
Mstep: Class 20 contains 173821 members 
Mstep: Class 21 contains 195547 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 97501 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 616 members 
Mstep: Class 27 contains 3434 members 
Mstep: Class 28 contains 168195 members 
Mstep: Class 29 contains 80362 members 
Mstep: Class 30 contains 18599 members 
Mstep: Class 31 contains 1183 members 
Mstep: Class 32 contains 11660 members 
Mstep: Class 33 contains 43939 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 142314 members 
Mstep: Class 36 contains 722 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 37128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90628744.000000 Penalty: 25055.511719
Iteration 90Q: 39 clusters Score -9.062874e+07 nChanged 22397
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 141548 members 
Mstep: Class 2 contains 190478 members 
Mstep: Class 3 contains 60436 members 
Mstep: Class 4 contains 216313 members 
Mstep: Class 5 contains 4614 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 7 contains 7609 members 
Mstep: Class 8 contains 1021 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 162249 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 37040 members 
Mstep: Class 14 contains 2955 members 
Mstep: Class 15 contains 3879 members 
Mstep: Class 16 contains 7820 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 136122 members 
Mstep: Class 20 contains 172778 members 
Mstep: Class 21 contains 194085 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 97443 members 
Mstep: Class 24 contains 1108 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 579 members 
Mstep: Class 27 contains 3549 members 
Mstep: Class 28 contains 167820 members 
Mstep: Class 29 contains 81374 members 
Mstep: Class 30 contains 18640 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 11641 members 
Mstep: Class 33 contains 43419 members 
Mstep: Class 34 contains 709 members 
Mstep: Class 35 contains 145107 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 36567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90626504.000000 Penalty: 25055.511719
Iteration 91Q: 39 clusters Score -9.06265e+07 nChanged 19737
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 140251 members 
Mstep: Class 2 contains 192454 members 
Mstep: Class 3 contains 60540 members 
Mstep: Class 4 contains 216389 members 
Mstep: Class 5 contains 4611 members 
Mstep: Class 6 contains 962 members 
Mstep: Class 7 contains 7555 members 
Mstep: Class 8 contains 705 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 162608 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 37045 members 
Mstep: Class 14 contains 2964 members 
Mstep: Class 15 contains 3885 members 
Mstep: Class 16 contains 7872 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 134279 members 
Mstep: Class 20 contains 171966 members 
Mstep: Class 21 contains 192792 members 
Mstep: Class 22 contains 2632 members 
Mstep: Class 23 contains 97415 members 
Mstep: Class 24 contains 1108 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 546 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 167446 members 
Mstep: Class 29 contains 83239 members 
Mstep: Class 30 contains 18673 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 11625 members 
Mstep: Class 33 contains 42979 members 
Mstep: Class 34 contains 709 members 
Mstep: Class 35 contains 147566 members 
Mstep: Class 36 contains 723 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 36013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 623.182983 but Gain 659.355469
Score: -90624176.000000 Penalty: 24396.156250
Iteration 92Q: 38 clusters Score -9.062418e+07 nChanged 18429
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 139048 members 
Mstep: Class 2 contains 194535 members 
Mstep: Class 3 contains 60625 members 
Mstep: Class 4 contains 216440 members 
Mstep: Class 5 contains 4609 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 7538 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 162221 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 1531 members 
Mstep: Class 13 contains 37043 members 
Mstep: Class 14 contains 2963 members 
Mstep: Class 15 contains 3886 members 
Mstep: Class 16 contains 7915 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 132811 members 
Mstep: Class 20 contains 171452 members 
Mstep: Class 21 contains 191513 members 
Mstep: Class 22 contains 2638 members 
Mstep: Class 23 contains 97376 members 
Mstep: Class 24 contains 1110 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3733 members 
Mstep: Class 28 contains 167156 members 
Mstep: Class 29 contains 85465 members 
Mstep: Class 30 contains 18700 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 11617 members 
Mstep: Class 33 contains 42622 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 149812 members 
Mstep: Class 36 contains 724 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 35407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90622736.000000 Penalty: 24396.156250
Iteration 93Q: 38 clusters Score -9.062274e+07 nChanged 16831
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 137703 members 
Mstep: Class 2 contains 196532 members 
Mstep: Class 3 contains 60688 members 
Mstep: Class 4 contains 216467 members 
Mstep: Class 5 contains 4615 members 
Mstep: Class 6 contains 964 members 
Mstep: Class 7 contains 7496 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 161194 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 37045 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 131321 members 
Mstep: Class 20 contains 171025 members 
Mstep: Class 21 contains 190222 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 97355 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 3807 members 
Mstep: Class 28 contains 166833 members 
Mstep: Class 29 contains 88068 members 
Mstep: Class 30 contains 18717 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 42338 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 151821 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 34813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90619600.000000 Penalty: 24396.156250
Iteration 94Q: 38 clusters Score -9.06196e+07 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 136658 members 
Mstep: Class 2 contains 198315 members 
Mstep: Class 3 contains 60765 members 
Mstep: Class 4 contains 216466 members 
Mstep: Class 5 contains 4617 members 
Mstep: Class 6 contains 970 members 
Mstep: Class 7 contains 7451 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 159579 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 1535 members 
Mstep: Class 13 contains 37048 members 
Mstep: Class 14 contains 2946 members 
Mstep: Class 15 contains 3900 members 
Mstep: Class 16 contains 8004 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 130068 members 
Mstep: Class 20 contains 170632 members 
Mstep: Class 21 contains 189013 members 
Mstep: Class 22 contains 2647 members 
Mstep: Class 23 contains 97359 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 511 members 
Mstep: Class 27 contains 3909 members 
Mstep: Class 28 contains 166517 members 
Mstep: Class 29 contains 90968 members 
Mstep: Class 30 contains 18732 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 11593 members 
Mstep: Class 33 contains 42135 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 153653 members 
Mstep: Class 36 contains 725 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 34138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90617168.000000 Penalty: 24396.156250
Iteration 95Q: 38 clusters Score -9.061717e+07 nChanged 14970
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 200015 members 
Mstep: Class 3 contains 60847 members 
Mstep: Class 4 contains 216487 members 
Mstep: Class 5 contains 4616 members 
Mstep: Class 6 contains 976 members 
Mstep: Class 7 contains 7403 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 157630 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 1536 members 
Mstep: Class 13 contains 37062 members 
Mstep: Class 14 contains 2952 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 16 contains 8036 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 128965 members 
Mstep: Class 20 contains 170188 members 
Mstep: Class 21 contains 187787 members 
Mstep: Class 22 contains 2657 members 
Mstep: Class 23 contains 97383 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 4031 members 
Mstep: Class 28 contains 166190 members 
Mstep: Class 29 contains 94094 members 
Mstep: Class 30 contains 18748 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 11579 members 
Mstep: Class 33 contains 42001 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 155218 members 
Mstep: Class 36 contains 726 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 33519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90616592.000000 Penalty: 24396.156250
Iteration 96Q: 38 clusters Score -9.061659e+07 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 134889 members 
Mstep: Class 2 contains 201535 members 
Mstep: Class 3 contains 60928 members 
Mstep: Class 4 contains 216510 members 
Mstep: Class 5 contains 4610 members 
Mstep: Class 6 contains 983 members 
Mstep: Class 7 contains 7358 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 155576 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 37068 members 
Mstep: Class 14 contains 2954 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 8061 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 128081 members 
Mstep: Class 20 contains 169897 members 
Mstep: Class 21 contains 186574 members 
Mstep: Class 22 contains 2660 members 
Mstep: Class 23 contains 97383 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 4137 members 
Mstep: Class 28 contains 165926 members 
Mstep: Class 29 contains 97488 members 
Mstep: Class 30 contains 18753 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 11570 members 
Mstep: Class 33 contains 41882 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 156494 members 
Mstep: Class 36 contains 729 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 32858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90615312.000000 Penalty: 24396.156250
Iteration 97Q: 38 clusters Score -9.061531e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 134031 members 
Mstep: Class 2 contains 202546 members 
Mstep: Class 3 contains 60999 members 
Mstep: Class 4 contains 216533 members 
Mstep: Class 5 contains 4610 members 
Mstep: Class 6 contains 993 members 
Mstep: Class 7 contains 7334 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 153696 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 1538 members 
Mstep: Class 13 contains 37077 members 
Mstep: Class 14 contains 2952 members 
Mstep: Class 15 contains 3911 members 
Mstep: Class 16 contains 8071 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 127385 members 
Mstep: Class 20 contains 169677 members 
Mstep: Class 21 contains 185302 members 
Mstep: Class 22 contains 2665 members 
Mstep: Class 23 contains 97402 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 498 members 
Mstep: Class 27 contains 4227 members 
Mstep: Class 28 contains 165652 members 
Mstep: Class 29 contains 101318 members 
Mstep: Class 30 contains 18757 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 11557 members 
Mstep: Class 33 contains 41825 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 157356 members 
Mstep: Class 36 contains 732 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 32203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90614392.000000 Penalty: 24396.156250
Iteration 98Q: 38 clusters Score -9.061439e+07 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 133242 members 
Mstep: Class 2 contains 203258 members 
Mstep: Class 3 contains 61049 members 
Mstep: Class 4 contains 216519 members 
Mstep: Class 5 contains 4610 members 
Mstep: Class 6 contains 1000 members 
Mstep: Class 7 contains 7317 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 152006 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 1538 members 
Mstep: Class 13 contains 37079 members 
Mstep: Class 14 contains 2954 members 
Mstep: Class 15 contains 3913 members 
Mstep: Class 16 contains 8068 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 126833 members 
Mstep: Class 20 contains 169493 members 
Mstep: Class 21 contains 184219 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 97436 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 4324 members 
Mstep: Class 28 contains 165398 members 
Mstep: Class 29 contains 105150 members 
Mstep: Class 30 contains 18772 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 11545 members 
Mstep: Class 33 contains 41842 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 157813 members 
Mstep: Class 36 contains 734 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 31565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90613792.000000 Penalty: 24396.156250
Iteration 99Q: 38 clusters Score -9.061379e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 132218 members 
Mstep: Class 2 contains 203710 members 
Mstep: Class 3 contains 61098 members 
Mstep: Class 4 contains 216480 members 
Mstep: Class 5 contains 4611 members 
Mstep: Class 6 contains 1006 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 150763 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 1538 members 
Mstep: Class 13 contains 37079 members 
Mstep: Class 14 contains 2954 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 8063 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 126399 members 
Mstep: Class 20 contains 169323 members 
Mstep: Class 21 contains 183905 members 
Mstep: Class 22 contains 2679 members 
Mstep: Class 23 contains 97519 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 4404 members 
Mstep: Class 28 contains 165116 members 
Mstep: Class 29 contains 108209 members 
Mstep: Class 30 contains 18789 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 11536 members 
Mstep: Class 33 contains 41855 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 158251 members 
Mstep: Class 36 contains 736 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 30902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 26. Lose 603.958252 but Gain 659.355469
Score: -90626024.000000 Penalty: 23736.800781
Iteration 100F: 37 clusters Score -9.062602e+07 nChanged 25661
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 125400 members 
Mstep: Class 2 contains 203684 members 
Mstep: Class 3 contains 61063 members 
Mstep: Class 4 contains 216382 members 
Mstep: Class 5 contains 4613 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 7268 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 164531 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1544 members 
Mstep: Class 13 contains 37074 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 3913 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 339 members 
Mstep: Class 19 contains 125828 members 
Mstep: Class 20 contains 168233 members 
Mstep: Class 21 contains 184105 members 
Mstep: Class 22 contains 2680 members 
Mstep: Class 23 contains 97507 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 359 members 
Mstep: Class 27 contains 4477 members 
Mstep: Class 28 contains 164855 members 
Mstep: Class 29 contains 103815 members 
Mstep: Class 30 contains 18799 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 11533 members 
Mstep: Class 33 contains 41782 members 
Mstep: Class 34 contains 713 members 
Mstep: Class 35 contains 158684 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 30278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90626560.000000 Penalty: 23736.800781
Iteration 101Q: 37 clusters Score -9.062656e+07 nChanged 30646
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 202533 members 
Mstep: Class 3 contains 61089 members 
Mstep: Class 4 contains 216438 members 
Mstep: Class 5 contains 4613 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 7233 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 174598 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 37082 members 
Mstep: Class 14 contains 2931 members 
Mstep: Class 15 contains 3913 members 
Mstep: Class 16 contains 8146 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 342 members 
Mstep: Class 19 contains 125143 members 
Mstep: Class 20 contains 167970 members 
Mstep: Class 21 contains 183793 members 
Mstep: Class 22 contains 2681 members 
Mstep: Class 23 contains 97483 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 27 contains 4579 members 
Mstep: Class 28 contains 164624 members 
Mstep: Class 29 contains 103244 members 
Mstep: Class 30 contains 18832 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 11533 members 
Mstep: Class 33 contains 41648 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 158843 members 
Mstep: Class 36 contains 737 members 
Mstep: Class 37 contains 184 members 
Mstep: Class 38 contains 29655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90629000.000000 Penalty: 23736.800781
Iteration 102Q: 37 clusters Score -9.0629e+07 nChanged 31000
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 198710 members 
Mstep: Class 3 contains 61145 members 
Mstep: Class 4 contains 216597 members 
Mstep: Class 5 contains 4601 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 7207 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 182446 members 
Mstep: Class 11 contains 7411 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 37089 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 8187 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 124600 members 
Mstep: Class 20 contains 168598 members 
Mstep: Class 21 contains 182734 members 
Mstep: Class 22 contains 2685 members 
Mstep: Class 23 contains 97424 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 349 members 
Mstep: Class 27 contains 4678 members 
Mstep: Class 28 contains 164375 members 
Mstep: Class 29 contains 106560 members 
Mstep: Class 30 contains 18855 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 11530 members 
Mstep: Class 33 contains 41468 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 158755 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 183 members 
Mstep: Class 38 contains 29018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90630720.000000 Penalty: 23736.800781
Iteration 103Q: 37 clusters Score -9.063072e+07 nChanged 30702
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 108922 members 
Mstep: Class 2 contains 193039 members 
Mstep: Class 3 contains 61164 members 
Mstep: Class 4 contains 216698 members 
Mstep: Class 5 contains 4594 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 7178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 189266 members 
Mstep: Class 11 contains 7407 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 37084 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 19 contains 124398 members 
Mstep: Class 20 contains 169377 members 
Mstep: Class 21 contains 181712 members 
Mstep: Class 22 contains 2685 members 
Mstep: Class 23 contains 97380 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 346 members 
Mstep: Class 27 contains 4783 members 
Mstep: Class 28 contains 164098 members 
Mstep: Class 29 contains 111489 members 
Mstep: Class 30 contains 18870 members 
Mstep: Class 31 contains 1199 members 
Mstep: Class 32 contains 11528 members 
Mstep: Class 33 contains 41352 members 
Mstep: Class 34 contains 713 members 
Mstep: Class 35 contains 158450 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 184 members 
Mstep: Class 38 contains 28360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90631568.000000 Penalty: 23736.800781
Iteration 104Q: 37 clusters Score -9.063157e+07 nChanged 30583
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 185287 members 
Mstep: Class 3 contains 61178 members 
Mstep: Class 4 contains 216764 members 
Mstep: Class 5 contains 4594 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 7159 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 195339 members 
Mstep: Class 11 contains 7407 members 
Mstep: Class 12 contains 1559 members 
Mstep: Class 13 contains 37077 members 
Mstep: Class 14 contains 2900 members 
Mstep: Class 15 contains 3910 members 
Mstep: Class 16 contains 8229 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 19 contains 124690 members 
Mstep: Class 20 contains 170152 members 
Mstep: Class 21 contains 180932 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 97409 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 345 members 
Mstep: Class 27 contains 4846 members 
Mstep: Class 28 contains 163806 members 
Mstep: Class 29 contains 116837 members 
Mstep: Class 30 contains 18870 members 
Mstep: Class 31 contains 1200 members 
Mstep: Class 32 contains 11527 members 
Mstep: Class 33 contains 41269 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 158130 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 185 members 
Mstep: Class 38 contains 27780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90630344.000000 Penalty: 23736.800781
Iteration 105Q: 37 clusters Score -9.063034e+07 nChanged 29781
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104168 members 
Mstep: Class 2 contains 176906 members 
Mstep: Class 3 contains 61180 members 
Mstep: Class 4 contains 216793 members 
Mstep: Class 5 contains 4594 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 7121 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 200260 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37061 members 
Mstep: Class 14 contains 2904 members 
Mstep: Class 15 contains 3911 members 
Mstep: Class 16 contains 8242 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 125423 members 
Mstep: Class 20 contains 170793 members 
Mstep: Class 21 contains 180480 members 
Mstep: Class 22 contains 2691 members 
Mstep: Class 23 contains 97515 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 342 members 
Mstep: Class 27 contains 4882 members 
Mstep: Class 28 contains 163531 members 
Mstep: Class 29 contains 122365 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 11524 members 
Mstep: Class 33 contains 41261 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 157740 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 185 members 
Mstep: Class 38 contains 27242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90629064.000000 Penalty: 23736.800781
Iteration 106Q: 37 clusters Score -9.062906e+07 nChanged 28296
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 168800 members 
Mstep: Class 3 contains 61176 members 
Mstep: Class 4 contains 216785 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 7092 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 203586 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 37053 members 
Mstep: Class 14 contains 2900 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 8247 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 126565 members 
Mstep: Class 20 contains 171175 members 
Mstep: Class 21 contains 180666 members 
Mstep: Class 22 contains 2694 members 
Mstep: Class 23 contains 97615 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 27 contains 4896 members 
Mstep: Class 28 contains 163314 members 
Mstep: Class 29 contains 127687 members 
Mstep: Class 30 contains 18850 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 11523 members 
Mstep: Class 33 contains 41383 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 157428 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 186 members 
Mstep: Class 38 contains 26645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90630608.000000 Penalty: 23736.800781
Iteration 107Q: 37 clusters Score -9.063061e+07 nChanged 27302
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 160702 members 
Mstep: Class 3 contains 61175 members 
Mstep: Class 4 contains 216744 members 
Mstep: Class 5 contains 4591 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 206760 members 
Mstep: Class 11 contains 7409 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 37049 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 3910 members 
Mstep: Class 16 contains 8240 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 128026 members 
Mstep: Class 20 contains 171216 members 
Mstep: Class 21 contains 180507 members 
Mstep: Class 22 contains 2696 members 
Mstep: Class 23 contains 97722 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 27 contains 4890 members 
Mstep: Class 28 contains 163113 members 
Mstep: Class 29 contains 132777 members 
Mstep: Class 30 contains 18831 members 
Mstep: Class 31 contains 1212 members 
Mstep: Class 32 contains 11520 members 
Mstep: Class 33 contains 41615 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 157287 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 187 members 
Mstep: Class 38 contains 25994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90633728.000000 Penalty: 23736.800781
Iteration 108Q: 37 clusters Score -9.063373e+07 nChanged 26331
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101702 members 
Mstep: Class 2 contains 152687 members 
Mstep: Class 3 contains 61181 members 
Mstep: Class 4 contains 216699 members 
Mstep: Class 5 contains 4589 members 
Mstep: Class 6 contains 1139 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 210336 members 
Mstep: Class 11 contains 7412 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37045 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 129654 members 
Mstep: Class 20 contains 171031 members 
Mstep: Class 21 contains 179656 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 97863 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4908 members 
Mstep: Class 28 contains 162973 members 
Mstep: Class 29 contains 137576 members 
Mstep: Class 30 contains 18823 members 
Mstep: Class 31 contains 1212 members 
Mstep: Class 32 contains 11514 members 
Mstep: Class 33 contains 41897 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 157220 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 25363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90635728.000000 Penalty: 23736.800781
Iteration 109Q: 37 clusters Score -9.063573e+07 nChanged 24511
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101607 members 
Mstep: Class 2 contains 143438 members 
Mstep: Class 3 contains 61190 members 
Mstep: Class 4 contains 216703 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 215527 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 37040 members 
Mstep: Class 14 contains 2864 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 8185 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 130990 members 
Mstep: Class 20 contains 170847 members 
Mstep: Class 21 contains 178680 members 
Mstep: Class 22 contains 2703 members 
Mstep: Class 23 contains 97900 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4907 members 
Mstep: Class 28 contains 162889 members 
Mstep: Class 29 contains 142048 members 
Mstep: Class 30 contains 18815 members 
Mstep: Class 31 contains 1211 members 
Mstep: Class 32 contains 11510 members 
Mstep: Class 33 contains 42120 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 157286 members 
Mstep: Class 36 contains 740 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 24718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90638448.000000 Penalty: 23736.800781
Iteration 110Q: 37 clusters Score -9.063845e+07 nChanged 25789
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 132485 members 
Mstep: Class 3 contains 61209 members 
Mstep: Class 4 contains 216736 members 
Mstep: Class 5 contains 4591 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 6902 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 223423 members 
Mstep: Class 11 contains 7414 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37040 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 8155 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 351 members 
Mstep: Class 19 contains 132038 members 
Mstep: Class 20 contains 170663 members 
Mstep: Class 21 contains 176947 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 97843 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4895 members 
Mstep: Class 28 contains 162807 members 
Mstep: Class 29 contains 146453 members 
Mstep: Class 30 contains 18824 members 
Mstep: Class 31 contains 1211 members 
Mstep: Class 32 contains 11506 members 
Mstep: Class 33 contains 42299 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 157285 members 
Mstep: Class 36 contains 741 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 24053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90640640.000000 Penalty: 23736.800781
Iteration 111Q: 37 clusters Score -9.064064e+07 nChanged 29824
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 102632 members 
Mstep: Class 2 contains 119626 members 
Mstep: Class 3 contains 61230 members 
Mstep: Class 4 contains 216817 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 6858 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 234928 members 
Mstep: Class 11 contains 7414 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37043 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 3910 members 
Mstep: Class 16 contains 8115 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 132781 members 
Mstep: Class 20 contains 170593 members 
Mstep: Class 21 contains 173485 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 97657 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4854 members 
Mstep: Class 28 contains 162795 members 
Mstep: Class 29 contains 150644 members 
Mstep: Class 30 contains 18839 members 
Mstep: Class 31 contains 1211 members 
Mstep: Class 32 contains 11506 members 
Mstep: Class 33 contains 42490 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 157150 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 23415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90635936.000000 Penalty: 23736.800781
Iteration 112Q: 37 clusters Score -9.063594e+07 nChanged 35774
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 104403 members 
Mstep: Class 2 contains 106563 members 
Mstep: Class 3 contains 61229 members 
Mstep: Class 4 contains 216890 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 1045 members 
Mstep: Class 7 contains 6823 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 248986 members 
Mstep: Class 11 contains 7414 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37048 members 
Mstep: Class 14 contains 2858 members 
Mstep: Class 15 contains 3907 members 
Mstep: Class 16 contains 8066 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 133242 members 
Mstep: Class 20 contains 170683 members 
Mstep: Class 21 contains 167237 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 97429 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4795 members 
Mstep: Class 28 contains 162834 members 
Mstep: Class 29 contains 154740 members 
Mstep: Class 30 contains 18847 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11510 members 
Mstep: Class 33 contains 42720 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 156704 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 22749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90618520.000000 Penalty: 23736.800781
Iteration 113Q: 37 clusters Score -9.061852e+07 nChanged 39110
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 97576 members 
Mstep: Class 3 contains 61327 members 
Mstep: Class 4 contains 216965 members 
Mstep: Class 5 contains 4600 members 
Mstep: Class 6 contains 1020 members 
Mstep: Class 7 contains 6832 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 259750 members 
Mstep: Class 11 contains 7412 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37062 members 
Mstep: Class 14 contains 2858 members 
Mstep: Class 15 contains 3907 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2049 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 133797 members 
Mstep: Class 20 contains 170719 members 
Mstep: Class 21 contains 159964 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 97275 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4737 members 
Mstep: Class 28 contains 162817 members 
Mstep: Class 29 contains 157711 members 
Mstep: Class 30 contains 18855 members 
Mstep: Class 31 contains 1211 members 
Mstep: Class 32 contains 11510 members 
Mstep: Class 33 contains 43050 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 155887 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 22144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90597832.000000 Penalty: 23736.800781
Iteration 114Q: 37 clusters Score -9.059783e+07 nChanged 40034
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 111452 members 
Mstep: Class 2 contains 93589 members 
Mstep: Class 3 contains 61547 members 
Mstep: Class 4 contains 216993 members 
Mstep: Class 5 contains 4602 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 6883 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 264433 members 
Mstep: Class 11 contains 7411 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37064 members 
Mstep: Class 14 contains 2872 members 
Mstep: Class 15 contains 3907 members 
Mstep: Class 16 contains 8008 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 134645 members 
Mstep: Class 20 contains 170607 members 
Mstep: Class 21 contains 154902 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 97282 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4695 members 
Mstep: Class 28 contains 162776 members 
Mstep: Class 29 contains 158949 members 
Mstep: Class 30 contains 18855 members 
Mstep: Class 31 contains 1211 members 
Mstep: Class 32 contains 11509 members 
Mstep: Class 33 contains 43441 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 154261 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 21572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90586112.000000 Penalty: 23736.800781
Iteration 115Q: 37 clusters Score -9.058611e+07 nChanged 34085
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 115711 members 
Mstep: Class 2 contains 91228 members 
Mstep: Class 3 contains 61754 members 
Mstep: Class 4 contains 217038 members 
Mstep: Class 5 contains 4611 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 6935 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 264735 members 
Mstep: Class 11 contains 7410 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37071 members 
Mstep: Class 14 contains 2881 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 7975 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 135386 members 
Mstep: Class 20 contains 170560 members 
Mstep: Class 21 contains 152055 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 97326 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4634 members 
Mstep: Class 28 contains 162755 members 
Mstep: Class 29 contains 160007 members 
Mstep: Class 30 contains 18861 members 
Mstep: Class 31 contains 1211 members 
Mstep: Class 32 contains 11511 members 
Mstep: Class 33 contains 43723 members 
Mstep: Class 34 contains 713 members 
Mstep: Class 35 contains 153149 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 21021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90580568.000000 Penalty: 23736.800781
Iteration 116Q: 37 clusters Score -9.058057e+07 nChanged 28951
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119875 members 
Mstep: Class 2 contains 89464 members 
Mstep: Class 3 contains 61850 members 
Mstep: Class 4 contains 217051 members 
Mstep: Class 5 contains 4614 members 
Mstep: Class 6 contains 1049 members 
Mstep: Class 7 contains 6993 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 263010 members 
Mstep: Class 11 contains 7411 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37070 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 7947 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 135961 members 
Mstep: Class 20 contains 170333 members 
Mstep: Class 21 contains 150968 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 97396 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4555 members 
Mstep: Class 28 contains 162700 members 
Mstep: Class 29 contains 161024 members 
Mstep: Class 30 contains 18868 members 
Mstep: Class 31 contains 1211 members 
Mstep: Class 32 contains 11514 members 
Mstep: Class 33 contains 43971 members 
Mstep: Class 34 contains 714 members 
Mstep: Class 35 contains 152371 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 20498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90578288.000000 Penalty: 23736.800781
Iteration 117Q: 37 clusters Score -9.057829e+07 nChanged 24965
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 123812 members 
Mstep: Class 2 contains 87890 members 
Mstep: Class 3 contains 61900 members 
Mstep: Class 4 contains 217066 members 
Mstep: Class 5 contains 4621 members 
Mstep: Class 6 contains 1056 members 
Mstep: Class 7 contains 7056 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 260259 members 
Mstep: Class 11 contains 7412 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37073 members 
Mstep: Class 14 contains 2905 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 16 contains 7944 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 136395 members 
Mstep: Class 20 contains 170063 members 
Mstep: Class 21 contains 150832 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 97451 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4493 members 
Mstep: Class 28 contains 162609 members 
Mstep: Class 29 contains 161878 members 
Mstep: Class 30 contains 18866 members 
Mstep: Class 31 contains 1212 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44205 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152117 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90577224.000000 Penalty: 23736.800781
Iteration 118Q: 37 clusters Score -9.057722e+07 nChanged 22330
Entering ConstructFrom: 
Score: -90577224.000000 Penalty: 23736.800781
Entering ConstructFrom: 
Trying to split cluster 1 (127474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127474 members 
Entering Unmasked Estep 
Score: -6319228.500000 Penalty: 534.882874
	Iteration 0F: 2 clusters Score -6319228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -6234326.500000 Penalty: 1069.765747
	Iteration 0F: 3 clusters Score -6234326 nChanged 62347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -6274836.000000 Penalty: 1069.765747
	Iteration 1F: 3 clusters Score -6274836 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81862 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -6279777.000000 Penalty: 1069.765747
	Iteration 2F: 3 clusters Score -6279777 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -6287965.500000 Penalty: 1069.765747
	Iteration 3F: 3 clusters Score -6287966 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -6298210.000000 Penalty: 1069.765747
	Iteration 4F: 3 clusters Score -6298210 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105770 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -6307737.000000 Penalty: 1069.765747
	Iteration 5F: 3 clusters Score -6307737 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108582 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -6313739.000000 Penalty: 1069.765747
	Iteration 6Q: 3 clusters Score -6313739 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -6316106.500000 Penalty: 1069.765747
	Iteration 7Q: 3 clusters Score -6316106 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110546 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -6317184.500000 Penalty: 1069.765747
	Iteration 8Q: 3 clusters Score -6317184 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111198 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -6317832.500000 Penalty: 1069.765747
	Iteration 9Q: 3 clusters Score -6317832 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111709 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -6318248.500000 Penalty: 1069.765747
	Iteration 10Q: 3 clusters Score -6318248 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112190 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -6318508.000000 Penalty: 1069.765747
	Iteration 11Q: 3 clusters Score -6318508 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112647 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -6318665.500000 Penalty: 1069.765747
	Iteration 12Q: 3 clusters Score -6318666 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -6318793.000000 Penalty: 1069.765747
	Iteration 13Q: 3 clusters Score -6318793 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113626 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -6318831.000000 Penalty: 1069.765747
	Iteration 14Q: 3 clusters Score -6318831 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -6318882.000000 Penalty: 1069.765747
	Iteration 15Q: 3 clusters Score -6318882 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114590 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -6318932.000000 Penalty: 1069.765747
	Iteration 16Q: 3 clusters Score -6318932 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -6318974.500000 Penalty: 1069.765747
	Iteration 17Q: 3 clusters Score -6318974 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -6318973.000000 Penalty: 1069.765747
	Iteration 18Q: 3 clusters Score -6318973 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116139 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -6319009.000000 Penalty: 1069.765747
	Iteration 19Q: 3 clusters Score -6319009 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116646 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -6319028.000000 Penalty: 1069.765747
	Iteration 20F: 3 clusters Score -6319028 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117130 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -6319073.000000 Penalty: 1069.765747
	Iteration 21Q: 3 clusters Score -6319073 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117630 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -6319096.000000 Penalty: 1069.765747
	Iteration 22Q: 3 clusters Score -6319096 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118120 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -6319118.000000 Penalty: 1069.765747
	Iteration 23Q: 3 clusters Score -6319118 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118552 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -6319163.500000 Penalty: 1069.765747
	Iteration 24Q: 3 clusters Score -6319164 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118940 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -6319150.000000 Penalty: 1069.765747
	Iteration 25Q: 3 clusters Score -6319150 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -6319165.500000 Penalty: 1069.765747
	Iteration 26Q: 3 clusters Score -6319166 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119616 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -6319193.500000 Penalty: 1069.765747
	Iteration 27Q: 3 clusters Score -6319194 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119934 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -6319178.000000 Penalty: 1069.765747
	Iteration 28Q: 3 clusters Score -6319178 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -6319185.000000 Penalty: 1069.765747
	Iteration 29Q: 3 clusters Score -6319185 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120528 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -6319188.500000 Penalty: 1069.765747
	Iteration 30Q: 3 clusters Score -6319188 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120789 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -6319199.000000 Penalty: 1069.765747
	Iteration 31Q: 3 clusters Score -6319199 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121069 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -6319204.500000 Penalty: 1069.765747
	Iteration 32Q: 3 clusters Score -6319204 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121348 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -6319241.500000 Penalty: 1069.765747
	Iteration 33Q: 3 clusters Score -6319242 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121624 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -6319264.000000 Penalty: 1069.765747
	Iteration 34Q: 3 clusters Score -6319264 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121916 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -6319277.000000 Penalty: 1069.765747
	Iteration 35Q: 3 clusters Score -6319277 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122176 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -6319288.000000 Penalty: 1069.765747
	Iteration 36Q: 3 clusters Score -6319288 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122437 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -6319299.500000 Penalty: 1069.765747
	Iteration 37Q: 3 clusters Score -6319300 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122686 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6319334.500000 Penalty: 1069.765747
	Iteration 38Q: 3 clusters Score -6319334 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122928 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -6319332.000000 Penalty: 1069.765747
	Iteration 39Q: 3 clusters Score -6319332 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123150 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -6319343.500000 Penalty: 1069.765747
	Iteration 40F: 3 clusters Score -6319344 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -6319344.500000 Penalty: 1069.765747
	Iteration 41Q: 3 clusters Score -6319344 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123563 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -6319365.000000 Penalty: 1069.765747
	Iteration 42Q: 3 clusters Score -6319365 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123772 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -6319359.000000 Penalty: 1069.765747
	Iteration 43Q: 3 clusters Score -6319359 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123946 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6319370.500000 Penalty: 1069.765747
	Iteration 44Q: 3 clusters Score -6319370 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124125 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -6319374.500000 Penalty: 1069.765747
	Iteration 45Q: 3 clusters Score -6319374 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -6319344.500000 Penalty: 1069.765747
	Iteration 46Q: 3 clusters Score -6319344 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -6319352.500000 Penalty: 1069.765747
	Iteration 47Q: 3 clusters Score -6319352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124564 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6319339.500000 Penalty: 1069.765747
	Iteration 48Q: 3 clusters Score -6319340 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124684 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6319338.000000 Penalty: 1069.765747
	Iteration 49Q: 3 clusters Score -6319338 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124783 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6319327.000000 Penalty: 1069.765747
	Iteration 50Q: 3 clusters Score -6319327 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124875 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6319324.500000 Penalty: 1069.765747
	Iteration 51Q: 3 clusters Score -6319324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124965 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -6319304.500000 Penalty: 1069.765747
	Iteration 52Q: 3 clusters Score -6319304 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125048 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6319308.000000 Penalty: 1069.765747
	Iteration 53Q: 3 clusters Score -6319308 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125125 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6319287.000000 Penalty: 1069.765747
	Iteration 54Q: 3 clusters Score -6319287 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125194 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6319288.000000 Penalty: 1069.765747
	Iteration 55Q: 3 clusters Score -6319288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6319275.000000 Penalty: 1069.765747
	Iteration 56Q: 3 clusters Score -6319275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6319276.500000 Penalty: 1069.765747
	Iteration 57Q: 3 clusters Score -6319276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125334 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6319272.000000 Penalty: 1069.765747
	Iteration 58Q: 3 clusters Score -6319272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125379 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6319248.500000 Penalty: 1069.765747
	Iteration 59Q: 3 clusters Score -6319248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125413 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6319239.500000 Penalty: 1069.765747
	Iteration 60F: 3 clusters Score -6319240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6319242.000000 Penalty: 1069.765747
	Iteration 61Q: 3 clusters Score -6319242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125501 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6319242.500000 Penalty: 1069.765747
	Iteration 62Q: 3 clusters Score -6319242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125536 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6319240.500000 Penalty: 1069.765747
	Iteration 63Q: 3 clusters Score -6319240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125570 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6319241.500000 Penalty: 1069.765747
	Iteration 64Q: 3 clusters Score -6319242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125606 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6319248.500000 Penalty: 1069.765747
	Iteration 65Q: 3 clusters Score -6319248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125644 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6319244.000000 Penalty: 1069.765747
	Iteration 66Q: 3 clusters Score -6319244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125686 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6319235.000000 Penalty: 1069.765747
	Iteration 67Q: 3 clusters Score -6319235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125721 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6319233.500000 Penalty: 1069.765747
	Iteration 68Q: 3 clusters Score -6319234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125760 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6319222.000000 Penalty: 1069.765747
	Iteration 69Q: 3 clusters Score -6319222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125801 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6319203.500000 Penalty: 1069.765747
	Iteration 70Q: 3 clusters Score -6319204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125837 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6319221.000000 Penalty: 1069.765747
	Iteration 71Q: 3 clusters Score -6319221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125864 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6319217.000000 Penalty: 1069.765747
	Iteration 72Q: 3 clusters Score -6319217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125891 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6319214.000000 Penalty: 1069.765747
	Iteration 73Q: 3 clusters Score -6319214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125916 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6319208.500000 Penalty: 1069.765747
	Iteration 74Q: 3 clusters Score -6319208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125933 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6319204.000000 Penalty: 1069.765747
	Iteration 75Q: 3 clusters Score -6319204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125954 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6319196.000000 Penalty: 1069.765747
	Iteration 76Q: 3 clusters Score -6319196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125978 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6319199.500000 Penalty: 1069.765747
	Iteration 77Q: 3 clusters Score -6319200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126002 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6319200.000000 Penalty: 1069.765747
	Iteration 78Q: 3 clusters Score -6319200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126029 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6319194.500000 Penalty: 1069.765747
	Iteration 79Q: 3 clusters Score -6319194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126053 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6319187.500000 Penalty: 1069.765747
	Iteration 80F: 3 clusters Score -6319188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126078 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6319191.000000 Penalty: 1069.765747
	Iteration 81Q: 3 clusters Score -6319191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126101 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6319192.000000 Penalty: 1069.765747
	Iteration 82Q: 3 clusters Score -6319192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126122 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6319188.500000 Penalty: 1069.765747
	Iteration 83Q: 3 clusters Score -6319188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126136 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6319181.500000 Penalty: 1069.765747
	Iteration 84Q: 3 clusters Score -6319182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126144 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6319182.000000 Penalty: 1069.765747
	Iteration 85Q: 3 clusters Score -6319182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126149 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6319181.500000 Penalty: 1069.765747
	Iteration 86Q: 3 clusters Score -6319182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126157 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6319180.500000 Penalty: 1069.765747
	Iteration 87Q: 3 clusters Score -6319180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126165 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6319176.500000 Penalty: 1069.765747
	Iteration 88Q: 3 clusters Score -6319176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126169 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6319170.500000 Penalty: 1069.765747
	Iteration 89Q: 3 clusters Score -6319170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126170 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6319171.500000 Penalty: 1069.765747
	Iteration 90Q: 3 clusters Score -6319172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126172 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6319174.500000 Penalty: 1069.765747
	Iteration 91Q: 3 clusters Score -6319174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126173 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6319172.000000 Penalty: 1069.765747
	Iteration 92Q: 3 clusters Score -6319172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126175 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6319171.000000 Penalty: 1069.765747
	Iteration 93Q: 3 clusters Score -6319171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126177 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6319169.500000 Penalty: 1069.765747
	Iteration 94Q: 3 clusters Score -6319170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126181 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6319167.500000 Penalty: 1069.765747
	Iteration 95Q: 3 clusters Score -6319168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126186 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6319167.000000 Penalty: 1069.765747
	Iteration 96Q: 3 clusters Score -6319167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126192 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6319161.500000 Penalty: 1069.765747
	Iteration 97Q: 3 clusters Score -6319162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126195 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6319157.000000 Penalty: 1069.765747
	Iteration 98Q: 3 clusters Score -6319157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126197 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6319157.000000 Penalty: 1069.765747
	Iteration 99Q: 3 clusters Score -6319157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126200 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6319156.000000 Penalty: 1069.765747
	Iteration 100F: 3 clusters Score -6319156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126201 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6319156.000000 Penalty: 1069.765747
	Iteration 101Q: 3 clusters Score -6319156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126202 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6319158.500000 Penalty: 1069.765747
	Iteration 102Q: 3 clusters Score -6319158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126203 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6319159.500000 Penalty: 1069.765747
	Iteration 103Q: 3 clusters Score -6319160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126203 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6319159.500000 Penalty: 1069.765747
	Iteration 104F: 3 clusters Score -6319160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Entering Unmasked Estep 
Score: -4268043.000000 Penalty: 517.290405
	Iteration 0F: 2 clusters Score -4268043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -4209715.500000 Penalty: 1034.580811
	Iteration 0F: 3 clusters Score -4209716 nChanged 42320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -4238347.000000 Penalty: 1034.580811
	Iteration 1F: 3 clusters Score -4238347 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -4243468.500000 Penalty: 1034.580811
	Iteration 2F: 3 clusters Score -4243468 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -4250903.500000 Penalty: 1034.580811
	Iteration 3F: 3 clusters Score -4250904 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -4258593.500000 Penalty: 1034.580811
	Iteration 4F: 3 clusters Score -4258594 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -4263964.500000 Penalty: 1034.580811
	Iteration 5F: 3 clusters Score -4263964 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -4265605.000000 Penalty: 1034.580811
	Iteration 6Q: 3 clusters Score -4265605 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -4266065.500000 Penalty: 1034.580811
	Iteration 7Q: 3 clusters Score -4266066 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -4266343.000000 Penalty: 1034.580811
	Iteration 8Q: 3 clusters Score -4266343 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -4266508.500000 Penalty: 1034.580811
	Iteration 9Q: 3 clusters Score -4266508 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -4266638.500000 Penalty: 1034.580811
	Iteration 10Q: 3 clusters Score -4266638 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -4266724.000000 Penalty: 1034.580811
	Iteration 11Q: 3 clusters Score -4266724 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -4266801.000000 Penalty: 1034.580811
	Iteration 12Q: 3 clusters Score -4266801 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -4266875.500000 Penalty: 1034.580811
	Iteration 13Q: 3 clusters Score -4266876 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -4266929.000000 Penalty: 1034.580811
	Iteration 14Q: 3 clusters Score -4266929 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -4266997.000000 Penalty: 1034.580811
	Iteration 15Q: 3 clusters Score -4266997 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -4267041.000000 Penalty: 1034.580811
	Iteration 16Q: 3 clusters Score -4267041 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -4267077.000000 Penalty: 1034.580811
	Iteration 17Q: 3 clusters Score -4267077 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -4267106.000000 Penalty: 1034.580811
	Iteration 18Q: 3 clusters Score -4267106 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -4267148.000000 Penalty: 1034.580811
	Iteration 19Q: 3 clusters Score -4267148 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -4267190.000000 Penalty: 1034.580811
	Iteration 20F: 3 clusters Score -4267190 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -4267236.000000 Penalty: 1034.580811
	Iteration 21Q: 3 clusters Score -4267236 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -4267248.500000 Penalty: 1034.580811
	Iteration 22Q: 3 clusters Score -4267248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -4267284.500000 Penalty: 1034.580811
	Iteration 23Q: 3 clusters Score -4267284 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -4267298.000000 Penalty: 1034.580811
	Iteration 24Q: 3 clusters Score -4267298 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 73176 members 
Entering Unmasked Estep 
Score: -4267338.000000 Penalty: 1034.580811
	Iteration 25Q: 3 clusters Score -4267338 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -4267365.500000 Penalty: 1034.580811
	Iteration 26Q: 3 clusters Score -4267366 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
Score: -4267394.000000 Penalty: 1034.580811
	Iteration 27Q: 3 clusters Score -4267394 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -4267417.500000 Penalty: 1034.580811
	Iteration 28Q: 3 clusters Score -4267418 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -4267433.000000 Penalty: 1034.580811
	Iteration 29Q: 3 clusters Score -4267433 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -4267458.000000 Penalty: 1034.580811
	Iteration 30Q: 3 clusters Score -4267458 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -4267491.500000 Penalty: 1034.580811
	Iteration 31Q: 3 clusters Score -4267492 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -4267522.500000 Penalty: 1034.580811
	Iteration 32Q: 3 clusters Score -4267522 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 74532 members 
Entering Unmasked Estep 
Score: -4267546.500000 Penalty: 1034.580811
	Iteration 33Q: 3 clusters Score -4267546 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -4267572.000000 Penalty: 1034.580811
	Iteration 34Q: 3 clusters Score -4267572 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -4267599.500000 Penalty: 1034.580811
	Iteration 35Q: 3 clusters Score -4267600 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 75032 members 
Entering Unmasked Estep 
Score: -4267609.500000 Penalty: 1034.580811
	Iteration 36Q: 3 clusters Score -4267610 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -4267644.500000 Penalty: 1034.580811
	Iteration 37Q: 3 clusters Score -4267644 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -4267659.500000 Penalty: 1034.580811
	Iteration 38Q: 3 clusters Score -4267660 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -4267695.500000 Penalty: 1034.580811
	Iteration 39Q: 3 clusters Score -4267696 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 75634 members 
Entering Unmasked Estep 
Score: -4267716.500000 Penalty: 1034.580811
	Iteration 40F: 3 clusters Score -4267716 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -4267730.500000 Penalty: 1034.580811
	Iteration 41Q: 3 clusters Score -4267730 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -4267749.500000 Penalty: 1034.580811
	Iteration 42Q: 3 clusters Score -4267750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -4267772.000000 Penalty: 1034.580811
	Iteration 43Q: 3 clusters Score -4267772 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 76091 members 
Entering Unmasked Estep 
Score: -4267783.000000 Penalty: 1034.580811
	Iteration 44Q: 3 clusters Score -4267783 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -4267795.500000 Penalty: 1034.580811
	Iteration 45Q: 3 clusters Score -4267796 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -4267815.000000 Penalty: 1034.580811
	Iteration 46Q: 3 clusters Score -4267815 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -4267828.500000 Penalty: 1034.580811
	Iteration 47Q: 3 clusters Score -4267828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -4267841.500000 Penalty: 1034.580811
	Iteration 48Q: 3 clusters Score -4267842 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -4267854.000000 Penalty: 1034.580811
	Iteration 49Q: 3 clusters Score -4267854 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -4267862.000000 Penalty: 1034.580811
	Iteration 50Q: 3 clusters Score -4267862 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -4267869.500000 Penalty: 1034.580811
	Iteration 51Q: 3 clusters Score -4267870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4267880 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -4267891.500000 Penalty: 1034.580811
	Iteration 53Q: 3 clusters Score -4267892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -4267913.500000 Penalty: 1034.580811
	Iteration 54Q: 3 clusters Score -4267914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -4267915.500000 Penalty: 1034.580811
	Iteration 55Q: 3 clusters Score -4267916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -4267909.000000 Penalty: 1034.580811
	Iteration 56Q: 3 clusters Score -4267909 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -4267915.000000 Penalty: 1034.580811
	Iteration 57Q: 3 clusters Score -4267915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -4267918.000000 Penalty: 1034.580811
	Iteration 58Q: 3 clusters Score -4267918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -4267924.000000 Penalty: 1034.580811
	Iteration 59Q: 3 clusters Score -4267924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -4267922.000000 Penalty: 1034.580811
	Iteration 60F: 3 clusters Score -4267922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4267922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -4267933.500000 Penalty: 1034.580811
	Iteration 62Q: 3 clusters Score -4267934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -4267936.000000 Penalty: 1034.580811
	Iteration 63Q: 3 clusters Score -4267936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -4267947.000000 Penalty: 1034.580811
	Iteration 64Q: 3 clusters Score -4267947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -4267954.000000 Penalty: 1034.580811
	Iteration 65Q: 3 clusters Score -4267954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -4267953.000000 Penalty: 1034.580811
	Iteration 66Q: 3 clusters Score -4267953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -4267960.500000 Penalty: 1034.580811
	Iteration 67Q: 3 clusters Score -4267960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -4267959.000000 Penalty: 1034.580811
	Iteration 68Q: 3 clusters Score -4267959 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -4267965.000000 Penalty: 1034.580811
	Iteration 69Q: 3 clusters Score -4267965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -4267969.000000 Penalty: 1034.580811
	Iteration 70Q: 3 clusters Score -4267969 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -4267973.000000 Penalty: 1034.580811
	Iteration 71Q: 3 clusters Score -4267973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -4267975.000000 Penalty: 1034.580811
	Iteration 72Q: 3 clusters Score -4267975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -4267974.000000 Penalty: 1034.580811
	Iteration 73Q: 3 clusters Score -4267974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -4267975.000000 Penalty: 1034.580811
	Iteration 74Q: 3 clusters Score -4267975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -4267977.000000 Penalty: 1034.580811
	Iteration 75Q: 3 clusters Score -4267977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -4267982.500000 Penalty: 1034.580811
	Iteration 76Q: 3 clusters Score -4267982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -4267979.500000 Penalty: 1034.580811
	Iteration 77Q: 3 clusters Score -4267980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -4267984.000000 Penalty: 1034.580811
	Iteration 78Q: 3 clusters Score -4267984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -4267981.500000 Penalty: 1034.580811
	Iteration 79Q: 3 clusters Score -4267982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -4267985.500000 Penalty: 1034.580811
	Iteration 80F: 3 clusters Score -4267986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -4267988.000000 Penalty: 1034.580811
	Iteration 81Q: 3 clusters Score -4267988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -4267992.000000 Penalty: 1034.580811
	Iteration 82Q: 3 clusters Score -4267992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 78389 members 
Entering Unmasked Estep 
Score: -4267989.500000 Penalty: 1034.580811
	Iteration 83Q: 3 clusters Score -4267990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4267985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4267992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -4267983.000000 Penalty: 1034.580811
	Iteration 86Q: 3 clusters Score -4267983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -4267982.500000 Penalty: 1034.580811
	Iteration 87Q: 3 clusters Score -4267982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -4267984.500000 Penalty: 1034.580811
	Iteration 88Q: 3 clusters Score -4267984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4267992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4267990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4267992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4267996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4268000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -4268006.500000 Penalty: 1034.580811
	Iteration 94Q: 3 clusters Score -4268006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4268006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -4268007.000000 Penalty: 1034.580811
	Iteration 96Q: 3 clusters Score -4268007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 78646 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4268007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -4268012.500000 Penalty: 1034.580811
	Iteration 98Q: 3 clusters Score -4268012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4268012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 78733 members 
Entering Unmasked Estep 
Score: -4268016.000000 Penalty: 1034.580811
	Iteration 100F: 3 clusters Score -4268016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 78757 members 
Entering Unmasked Estep 
Score: -4268019.500000 Penalty: 1034.580811
	Iteration 101Q: 3 clusters Score -4268020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4268020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 78804 members 
Entering Unmasked Estep 
Score: -4268025.000000 Penalty: 1034.580811
	Iteration 103Q: 3 clusters Score -4268025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -4268028.000000 Penalty: 1034.580811
	Iteration 104Q: 3 clusters Score -4268028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -4268024.500000 Penalty: 1034.580811
	Iteration 105Q: 3 clusters Score -4268024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -4268035.000000 Penalty: 1034.580811
	Iteration 106Q: 3 clusters Score -4268035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4268036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -4268034.500000 Penalty: 1034.580811
	Iteration 108Q: 3 clusters Score -4268034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -4268030.000000 Penalty: 1034.580811
	Iteration 109Q: 3 clusters Score -4268030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -4268026.500000 Penalty: 1034.580811
	Iteration 110Q: 3 clusters Score -4268026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
Score: -4268033.500000 Penalty: 1034.580811
	Iteration 111Q: 3 clusters Score -4268034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -4268045.000000 Penalty: 1034.580811
	Iteration 112Q: 3 clusters Score -4268045 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -4268042.000000 Penalty: 1034.580811
	Iteration 113Q: 3 clusters Score -4268042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -4268040.500000 Penalty: 1034.580811
	Iteration 114Q: 3 clusters Score -4268040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -4268051.000000 Penalty: 1034.580811
	Iteration 115Q: 3 clusters Score -4268051 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -4268060.000000 Penalty: 1034.580811
	Iteration 116Q: 3 clusters Score -4268060 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 79184 members 
Entering Unmasked Estep 
Score: -4268066.000000 Penalty: 1034.580811
	Iteration 117Q: 3 clusters Score -4268066 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -4268072.000000 Penalty: 1034.580811
	Iteration 118Q: 3 clusters Score -4268072 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -4268069.500000 Penalty: 1034.580811
	Iteration 119Q: 3 clusters Score -4268070 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -4268077.000000 Penalty: 1034.580811
	Iteration 120F: 3 clusters Score -4268077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4268078 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7245 members 
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Entering Unmasked Estep 
Score: -4268082.000000 Penalty: 1034.580811
	Iteration 122Q: 3 clusters Score -4268082 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4268088 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -4268089.000000 Penalty: 1034.580811
	Iteration 124Q: 3 clusters Score -4268089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -4268103.000000 Penalty: 1034.580811
	Iteration 125Q: 3 clusters Score -4268103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -4268108.000000 Penalty: 1034.580811
	Iteration 126Q: 3 clusters Score -4268108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -4268115.000000 Penalty: 1034.580811
	Iteration 127Q: 3 clusters Score -4268115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -4268119.000000 Penalty: 1034.580811
	Iteration 128Q: 3 clusters Score -4268119 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6998 members 
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Entering Unmasked Estep 
Score: -4268125.500000 Penalty: 1034.580811
	Iteration 129Q: 3 clusters Score -4268126 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -4268129.000000 Penalty: 1034.580811
	Iteration 130Q: 3 clusters Score -4268129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4268128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -4268140.000000 Penalty: 1034.580811
	Iteration 132Q: 3 clusters Score -4268140 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -4268150.000000 Penalty: 1034.580811
	Iteration 133Q: 3 clusters Score -4268150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -4268151.000000 Penalty: 1034.580811
	Iteration 134Q: 3 clusters Score -4268151 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -4268154.500000 Penalty: 1034.580811
	Iteration 135Q: 3 clusters Score -4268154 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4268152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -4268158.500000 Penalty: 1034.580811
	Iteration 137Q: 3 clusters Score -4268158 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -4268164.000000 Penalty: 1034.580811
	Iteration 138Q: 3 clusters Score -4268164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 80003 members 
Entering Unmasked Estep 
Score: -4268169.000000 Penalty: 1034.580811
	Iteration 139Q: 3 clusters Score -4268169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -4268174.500000 Penalty: 1034.580811
	Iteration 140F: 3 clusters Score -4268174 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4268174 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -4268172.000000 Penalty: 1034.580811
	Iteration 142Q: 3 clusters Score -4268172 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -4268173.500000 Penalty: 1034.580811
	Iteration 143Q: 3 clusters Score -4268174 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4268170 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -4268171.500000 Penalty: 1034.580811
	Iteration 145Q: 3 clusters Score -4268172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -4268177.500000 Penalty: 1034.580811
	Iteration 146Q: 3 clusters Score -4268178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -4268181.500000 Penalty: 1034.580811
	Iteration 147Q: 3 clusters Score -4268182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -4268187.000000 Penalty: 1034.580811
	Iteration 148Q: 3 clusters Score -4268187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -4268193.000000 Penalty: 1034.580811
	Iteration 149Q: 3 clusters Score -4268193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -4268192.500000 Penalty: 1034.580811
	Iteration 150Q: 3 clusters Score -4268192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -4268189.500000 Penalty: 1034.580811
	Iteration 151Q: 3 clusters Score -4268190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -4268192.500000 Penalty: 1034.580811
	Iteration 152Q: 3 clusters Score -4268192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -4268195.500000 Penalty: 1034.580811
	Iteration 153Q: 3 clusters Score -4268196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
Score: -4268198.000000 Penalty: 1034.580811
	Iteration 154Q: 3 clusters Score -4268198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -4268201.000000 Penalty: 1034.580811
	Iteration 155Q: 3 clusters Score -4268201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -4268206.000000 Penalty: 1034.580811
	Iteration 156Q: 3 clusters Score -4268206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -4268213.000000 Penalty: 1034.580811
	Iteration 157Q: 3 clusters Score -4268213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -4268212.500000 Penalty: 1034.580811
	Iteration 158Q: 3 clusters Score -4268212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -4268211.500000 Penalty: 1034.580811
	Iteration 159Q: 3 clusters Score -4268212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -4268219.500000 Penalty: 1034.580811
	Iteration 160F: 3 clusters Score -4268220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 80444 members 
Entering Unmasked Estep 
Score: -4268221.500000 Penalty: 1034.580811
	Iteration 161Q: 3 clusters Score -4268222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 80469 members 
Entering Unmasked Estep 
Score: -4268222.000000 Penalty: 1034.580811
	Iteration 162Q: 3 clusters Score -4268222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -4268226.500000 Penalty: 1034.580811
	Iteration 163Q: 3 clusters Score -4268226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -4268232.500000 Penalty: 1034.580811
	Iteration 164Q: 3 clusters Score -4268232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -4268223.500000 Penalty: 1034.580811
	Iteration 165Q: 3 clusters Score -4268224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -4268229.000000 Penalty: 1034.580811
	Iteration 166Q: 3 clusters Score -4268229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -4268240.500000 Penalty: 1034.580811
	Iteration 167Q: 3 clusters Score -4268240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -4268232.500000 Penalty: 1034.580811
	Iteration 168Q: 3 clusters Score -4268232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -4268230.500000 Penalty: 1034.580811
	Iteration 169Q: 3 clusters Score -4268230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -4268239.500000 Penalty: 1034.580811
	Iteration 170Q: 3 clusters Score -4268240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -4268244.500000 Penalty: 1034.580811
	Iteration 171Q: 3 clusters Score -4268244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 80715 members 
Entering Unmasked Estep 
Score: -4268245.000000 Penalty: 1034.580811
	Iteration 172Q: 3 clusters Score -4268245 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -4268246.500000 Penalty: 1034.580811
	Iteration 173Q: 3 clusters Score -4268246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -4268245.000000 Penalty: 1034.580811
	Iteration 174Q: 3 clusters Score -4268245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -4268242.500000 Penalty: 1034.580811
	Iteration 175Q: 3 clusters Score -4268242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -4268241.000000 Penalty: 1034.580811
	Iteration 176Q: 3 clusters Score -4268241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 80906 members 
Entering Unmasked Estep 
Score: -4268253.000000 Penalty: 1034.580811
	Iteration 177Q: 3 clusters Score -4268253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -4268261.000000 Penalty: 1034.580811
	Iteration 178Q: 3 clusters Score -4268261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -4268269.500000 Penalty: 1034.580811
	Iteration 179Q: 3 clusters Score -4268270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -4268272.000000 Penalty: 1034.580811
	Iteration 180F: 3 clusters Score -4268272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -4268279.500000 Penalty: 1034.580811
	Iteration 181Q: 3 clusters Score -4268280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -4268280.500000 Penalty: 1034.580811
	Iteration 182Q: 3 clusters Score -4268280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
Score: -4268282.500000 Penalty: 1034.580811
	Iteration 183Q: 3 clusters Score -4268282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -4268285.000000 Penalty: 1034.580811
	Iteration 184Q: 3 clusters Score -4268285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 81146 members 
Entering Unmasked Estep 
Score: -4268289.500000 Penalty: 1034.580811
	Iteration 185Q: 3 clusters Score -4268290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -4268289.000000 Penalty: 1034.580811
	Iteration 186Q: 3 clusters Score -4268289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -4268290.000000 Penalty: 1034.580811
	Iteration 187Q: 3 clusters Score -4268290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -4268288.500000 Penalty: 1034.580811
	Iteration 188Q: 3 clusters Score -4268288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 81223 members 
Entering Unmasked Estep 
Score: -4268291.500000 Penalty: 1034.580811
	Iteration 189Q: 3 clusters Score -4268292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -4268300.500000 Penalty: 1034.580811
	Iteration 190Q: 3 clusters Score -4268300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 81259 members 
Entering Unmasked Estep 
Score: -4268304.000000 Penalty: 1034.580811
	Iteration 191Q: 3 clusters Score -4268304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -4268301.000000 Penalty: 1034.580811
	Iteration 192Q: 3 clusters Score -4268301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -4268298.500000 Penalty: 1034.580811
	Iteration 193Q: 3 clusters Score -4268298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -4268297.000000 Penalty: 1034.580811
	Iteration 194Q: 3 clusters Score -4268297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -4268295.500000 Penalty: 1034.580811
	Iteration 195Q: 3 clusters Score -4268296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -4268302.000000 Penalty: 1034.580811
	Iteration 196Q: 3 clusters Score -4268302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -4268305.500000 Penalty: 1034.580811
	Iteration 197Q: 3 clusters Score -4268306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -4268308.000000 Penalty: 1034.580811
	Iteration 198Q: 3 clusters Score -4268308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -4268309.000000 Penalty: 1034.580811
	Iteration 199Q: 3 clusters Score -4268309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -4268315.500000 Penalty: 1034.580811
	Iteration 200F: 3 clusters Score -4268316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -4268319.000000 Penalty: 1034.580811
	Iteration 201Q: 3 clusters Score -4268319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -4268321.000000 Penalty: 1034.580811
	Iteration 202Q: 3 clusters Score -4268321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -4268322.000000 Penalty: 1034.580811
	Iteration 203Q: 3 clusters Score -4268322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -4268322.500000 Penalty: 1034.580811
	Iteration 204Q: 3 clusters Score -4268322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -4268321.000000 Penalty: 1034.580811
	Iteration 205Q: 3 clusters Score -4268321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -4268322.000000 Penalty: 1034.580811
	Iteration 206Q: 3 clusters Score -4268322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -4268321.500000 Penalty: 1034.580811
	Iteration 207Q: 3 clusters Score -4268322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -4268321.000000 Penalty: 1034.580811
	Iteration 208Q: 3 clusters Score -4268321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -4268321.500000 Penalty: 1034.580811
	Iteration 209Q: 3 clusters Score -4268322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -4268323.500000 Penalty: 1034.580811
	Iteration 210Q: 3 clusters Score -4268324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -4268323.500000 Penalty: 1034.580811
	Iteration 211Q: 3 clusters Score -4268324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -4268322.000000 Penalty: 1034.580811
	Iteration 212Q: 3 clusters Score -4268322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -4268320.500000 Penalty: 1034.580811
	Iteration 213Q: 3 clusters Score -4268320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -4268323.000000 Penalty: 1034.580811
	Iteration 214Q: 3 clusters Score -4268323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -4268327.500000 Penalty: 1034.580811
	Iteration 215Q: 3 clusters Score -4268328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -4268334.000000 Penalty: 1034.580811
	Iteration 216Q: 3 clusters Score -4268334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -4268333.500000 Penalty: 1034.580811
	Iteration 217Q: 3 clusters Score -4268334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -4268336.000000 Penalty: 1034.580811
	Iteration 218Q: 3 clusters Score -4268336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -4268332.000000 Penalty: 1034.580811
	Iteration 219Q: 3 clusters Score -4268332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -4268331.500000 Penalty: 1034.580811
	Iteration 220F: 3 clusters Score -4268332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -4268330.000000 Penalty: 1034.580811
	Iteration 221Q: 3 clusters Score -4268330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -4268330.000000 Penalty: 1034.580811
	Iteration 222Q: 3 clusters Score -4268330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -4268332.000000 Penalty: 1034.580811
	Iteration 223Q: 3 clusters Score -4268332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 81504 members 
Entering Unmasked Estep 
Score: -4268323.000000 Penalty: 1034.580811
	Iteration 224Q: 3 clusters Score -4268323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -4268326.000000 Penalty: 1034.580811
	Iteration 225Q: 3 clusters Score -4268326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 81513 members 
Entering Unmasked Estep 
Score: -4268327.500000 Penalty: 1034.580811
	Iteration 226Q: 3 clusters Score -4268328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -4268329.000000 Penalty: 1034.580811
	Iteration 227Q: 3 clusters Score -4268329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -4268328.000000 Penalty: 1034.580811
	Iteration 228Q: 3 clusters Score -4268328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -4268327.000000 Penalty: 1034.580811
	Iteration 229Q: 3 clusters Score -4268327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -4268321.500000 Penalty: 1034.580811
	Iteration 230Q: 3 clusters Score -4268322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 81534 members 
Entering Unmasked Estep 
Score: -4268316.500000 Penalty: 1034.580811
	Iteration 231Q: 3 clusters Score -4268316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -4268317.000000 Penalty: 1034.580811
	Iteration 232Q: 3 clusters Score -4268317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -4268318.000000 Penalty: 1034.580811
	Iteration 233Q: 3 clusters Score -4268318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -4268320.500000 Penalty: 1034.580811
	Iteration 234Q: 3 clusters Score -4268320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -4268321.000000 Penalty: 1034.580811
	Iteration 235Q: 3 clusters Score -4268321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -4268321.000000 Penalty: 1034.580811
	Iteration 236F: 3 clusters Score -4268321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 81544 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 257121 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 7943 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 151139 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 162473 members 
Mstep: Class 29 contains 162719 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Entering Unmasked Estep 
Score: -90574200.000000 Penalty: 24396.156250
Splitting cluster 2 changes total score from -90577224.000000 to -90574200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (61929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Entering Unmasked Estep 
Score: -2831595.500000 Penalty: 502.035339
	Iteration 0F: 2 clusters Score -2831596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -2789924.250000 Penalty: 1004.070679
	Iteration 0F: 3 clusters Score -2789924 nChanged 29981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -2808271.250000 Penalty: 1004.070679
	Iteration 1F: 3 clusters Score -2808271 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -2809652.500000 Penalty: 1004.070679
	Iteration 2Q: 3 clusters Score -2809652 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -2812184.000000 Penalty: 1004.070679
	Iteration 3F: 3 clusters Score -2812184 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -2815704.500000 Penalty: 1004.070679
	Iteration 4F: 3 clusters Score -2815704 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -2818641.000000 Penalty: 1004.070679
	Iteration 5F: 3 clusters Score -2818641 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -2819925.750000 Penalty: 1004.070679
	Iteration 6F: 3 clusters Score -2819926 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -2820408.000000 Penalty: 1004.070679
	Iteration 7Q: 3 clusters Score -2820408 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -2820687.750000 Penalty: 1004.070679
	Iteration 8Q: 3 clusters Score -2820688 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -2820918.000000 Penalty: 1004.070679
	Iteration 9Q: 3 clusters Score -2820918 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -2821151.500000 Penalty: 1004.070679
	Iteration 10Q: 3 clusters Score -2821152 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -2821379.750000 Penalty: 1004.070679
	Iteration 11Q: 3 clusters Score -2821380 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -2821630.750000 Penalty: 1004.070679
	Iteration 12Q: 3 clusters Score -2821631 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -2821922.250000 Penalty: 1004.070679
	Iteration 13Q: 3 clusters Score -2821922 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -2822282.750000 Penalty: 1004.070679
	Iteration 14Q: 3 clusters Score -2822283 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -2822662.750000 Penalty: 1004.070679
	Iteration 15Q: 3 clusters Score -2822663 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -2823056.750000 Penalty: 1004.070679
	Iteration 16Q: 3 clusters Score -2823057 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -2823474.000000 Penalty: 1004.070679
	Iteration 17Q: 3 clusters Score -2823474 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -2823897.250000 Penalty: 1004.070679
	Iteration 18Q: 3 clusters Score -2823897 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -2824238.750000 Penalty: 1004.070679
	Iteration 19Q: 3 clusters Score -2824239 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -2824592.000000 Penalty: 1004.070679
	Iteration 20F: 3 clusters Score -2824592 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -2824986.250000 Penalty: 1004.070679
	Iteration 21Q: 3 clusters Score -2824986 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -2825374.500000 Penalty: 1004.070679
	Iteration 22Q: 3 clusters Score -2825374 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -2825708.250000 Penalty: 1004.070679
	Iteration 23Q: 3 clusters Score -2825708 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -2826056.750000 Penalty: 1004.070679
	Iteration 24Q: 3 clusters Score -2826057 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -2826351.250000 Penalty: 1004.070679
	Iteration 25Q: 3 clusters Score -2826351 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -2826671.000000 Penalty: 1004.070679
	Iteration 26Q: 3 clusters Score -2826671 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -2826964.000000 Penalty: 1004.070679
	Iteration 27Q: 3 clusters Score -2826964 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -2827262.500000 Penalty: 1004.070679
	Iteration 28Q: 3 clusters Score -2827262 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -2827562.500000 Penalty: 1004.070679
	Iteration 29Q: 3 clusters Score -2827562 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -2827885.250000 Penalty: 1004.070679
	Iteration 30Q: 3 clusters Score -2827885 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -2828220.000000 Penalty: 1004.070679
	Iteration 31Q: 3 clusters Score -2828220 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -2828480.750000 Penalty: 1004.070679
	Iteration 32Q: 3 clusters Score -2828481 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -2828755.500000 Penalty: 1004.070679
	Iteration 33Q: 3 clusters Score -2828756 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -2829014.000000 Penalty: 1004.070679
	Iteration 34Q: 3 clusters Score -2829014 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -2829285.750000 Penalty: 1004.070679
	Iteration 35Q: 3 clusters Score -2829286 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -2829560.500000 Penalty: 1004.070679
	Iteration 36Q: 3 clusters Score -2829560 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -2829793.750000 Penalty: 1004.070679
	Iteration 37Q: 3 clusters Score -2829794 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -2830015.250000 Penalty: 1004.070679
	Iteration 38Q: 3 clusters Score -2830015 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -2830236.750000 Penalty: 1004.070679
	Iteration 39Q: 3 clusters Score -2830237 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -2830435.250000 Penalty: 1004.070679
	Iteration 40F: 3 clusters Score -2830435 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -2830620.750000 Penalty: 1004.070679
	Iteration 41Q: 3 clusters Score -2830621 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -2830757.500000 Penalty: 1004.070679
	Iteration 42Q: 3 clusters Score -2830758 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -2830886.750000 Penalty: 1004.070679
	Iteration 43Q: 3 clusters Score -2830887 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -2830974.000000 Penalty: 1004.070679
	Iteration 44Q: 3 clusters Score -2830974 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -2831053.750000 Penalty: 1004.070679
	Iteration 45Q: 3 clusters Score -2831054 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -2831117.000000 Penalty: 1004.070679
	Iteration 46Q: 3 clusters Score -2831117 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -2831159.750000 Penalty: 1004.070679
	Iteration 47Q: 3 clusters Score -2831160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -2831201.500000 Penalty: 1004.070679
	Iteration 48Q: 3 clusters Score -2831202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -2831226.750000 Penalty: 1004.070679
	Iteration 49Q: 3 clusters Score -2831227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -2831241.500000 Penalty: 1004.070679
	Iteration 50Q: 3 clusters Score -2831242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -2831253.000000 Penalty: 1004.070679
	Iteration 51Q: 3 clusters Score -2831253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 61368 members 
Entering Unmasked Estep 
Score: -2831271.500000 Penalty: 1004.070679
	Iteration 52Q: 3 clusters Score -2831272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -2831281.250000 Penalty: 1004.070679
	Iteration 53Q: 3 clusters Score -2831281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -2831291.750000 Penalty: 1004.070679
	Iteration 54Q: 3 clusters Score -2831292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -2831297.000000 Penalty: 1004.070679
	Iteration 55Q: 3 clusters Score -2831297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
Score: -2831301.250000 Penalty: 1004.070679
	Iteration 56Q: 3 clusters Score -2831301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -2831305.750000 Penalty: 1004.070679
	Iteration 57Q: 3 clusters Score -2831306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -2831309.000000 Penalty: 1004.070679
	Iteration 58Q: 3 clusters Score -2831309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -2831313.000000 Penalty: 1004.070679
	Iteration 59Q: 3 clusters Score -2831313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -2831315.500000 Penalty: 1004.070679
	Iteration 60F: 3 clusters Score -2831316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -2831317.750000 Penalty: 1004.070679
	Iteration 61Q: 3 clusters Score -2831318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -2831323.250000 Penalty: 1004.070679
	Iteration 62Q: 3 clusters Score -2831323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -2831321.000000 Penalty: 1004.070679
	Iteration 63Q: 3 clusters Score -2831321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -2831321.500000 Penalty: 1004.070679
	Iteration 64Q: 3 clusters Score -2831322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
Score: -2831320.750000 Penalty: 1004.070679
	Iteration 65Q: 3 clusters Score -2831321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -2831322.500000 Penalty: 1004.070679
	Iteration 66Q: 3 clusters Score -2831322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -2831321.000000 Penalty: 1004.070679
	Iteration 67Q: 3 clusters Score -2831321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -2831324.750000 Penalty: 1004.070679
	Iteration 68Q: 3 clusters Score -2831325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -2831324.750000 Penalty: 1004.070679
	Iteration 69Q: 3 clusters Score -2831325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -2831326.750000 Penalty: 1004.070679
	Iteration 70Q: 3 clusters Score -2831327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -2831326.750000 Penalty: 1004.070679
	Iteration 71F: 3 clusters Score -2831327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (217075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217075 members 
Entering Unmasked Estep 
Score: -10214411.000000 Penalty: 559.103943
	Iteration 0F: 2 clusters Score -1.021441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 108560 members 
Entering Unmasked Estep 
Score: -10069297.000000 Penalty: 1118.207886
	Iteration 0F: 3 clusters Score -1.00693e+07 nChanged 106946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -10133147.000000 Penalty: 1118.207886
	Iteration 1F: 3 clusters Score -1.013315e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 121758 members 
Entering Unmasked Estep 
Score: -10135147.000000 Penalty: 1118.207886
	Iteration 2Q: 3 clusters Score -1.013515e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87526 members 
Mstep: Class 2 contains 129549 members 
Entering Unmasked Estep 
Score: -10138519.000000 Penalty: 1118.207886
	Iteration 3Q: 3 clusters Score -1.013852e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 140486 members 
Entering Unmasked Estep 
Score: -10144548.000000 Penalty: 1118.207886
	Iteration 4F: 3 clusters Score -1.014455e+07 nChanged 15346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 154972 members 
Entering Unmasked Estep 
Score: -10154829.000000 Penalty: 1118.207886
	Iteration 5F: 3 clusters Score -1.015483e+07 nChanged 18139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 172641 members 
Entering Unmasked Estep 
Score: -10170698.000000 Penalty: 1118.207886
	Iteration 6F: 3 clusters Score -1.01707e+07 nChanged 18631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 191142 members 
Entering Unmasked Estep 
Score: -10189646.000000 Penalty: 1118.207886
	Iteration 7F: 3 clusters Score -1.018965e+07 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 205293 members 
Entering Unmasked Estep 
Score: -10204927.000000 Penalty: 1118.207886
	Iteration 8F: 3 clusters Score -1.020493e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 212851 members 
Entering Unmasked Estep 
Score: -10211516.000000 Penalty: 1118.207886
	Iteration 9Q: 3 clusters Score -1.021152e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 215703 members 
Entering Unmasked Estep 
Score: -10213291.000000 Penalty: 1118.207886
	Iteration 10Q: 3 clusters Score -1.021329e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 216561 members 
Entering Unmasked Estep 
Score: -10213725.000000 Penalty: 1118.207886
	Iteration 11Q: 3 clusters Score -1.021372e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 216816 members 
Entering Unmasked Estep 
Score: -10213891.000000 Penalty: 1118.207886
	Iteration 12Q: 3 clusters Score -1.021389e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 216898 members 
Entering Unmasked Estep 
Score: -10213943.000000 Penalty: 1118.207886
	Iteration 13Q: 3 clusters Score -1.021394e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216904 members 
Entering Unmasked Estep 
Score: -10214039.000000 Penalty: 1118.207886
	Iteration 14Q: 3 clusters Score -1.021404e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 216876 members 
Entering Unmasked Estep 
Score: -10214160.000000 Penalty: 1118.207886
	Iteration 15Q: 3 clusters Score -1.021416e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 216812 members 
Entering Unmasked Estep 
Score: -10214339.000000 Penalty: 1118.207886
	Iteration 16Q: 3 clusters Score -1.021434e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 216735 members 
Entering Unmasked Estep 
Score: -10214450.000000 Penalty: 1118.207886
	Iteration 17Q: 3 clusters Score -1.021445e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 216667 members 
Entering Unmasked Estep 
Score: -10214530.000000 Penalty: 1118.207886
	Iteration 18Q: 3 clusters Score -1.021453e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 216590 members 
Entering Unmasked Estep 
Score: -10214618.000000 Penalty: 1118.207886
	Iteration 19Q: 3 clusters Score -1.021462e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 216514 members 
Entering Unmasked Estep 
Score: -10214689.000000 Penalty: 1118.207886
	Iteration 20F: 3 clusters Score -1.021469e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 216439 members 
Entering Unmasked Estep 
Score: -10214733.000000 Penalty: 1118.207886
	Iteration 21Q: 3 clusters Score -1.021473e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 216396 members 
Entering Unmasked Estep 
Score: -10214785.000000 Penalty: 1118.207886
	Iteration 22Q: 3 clusters Score -1.021478e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 216357 members 
Entering Unmasked Estep 
Score: -10214820.000000 Penalty: 1118.207886
	Iteration 23Q: 3 clusters Score -1.021482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 216330 members 
Entering Unmasked Estep 
Score: -10214846.000000 Penalty: 1118.207886
	Iteration 24Q: 3 clusters Score -1.021485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 216312 members 
Entering Unmasked Estep 
Score: -10214857.000000 Penalty: 1118.207886
	Iteration 25Q: 3 clusters Score -1.021486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 216302 members 
Entering Unmasked Estep 
Score: -10214858.000000 Penalty: 1118.207886
	Iteration 26Q: 3 clusters Score -1.021486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 216299 members 
Entering Unmasked Estep 
Score: -10214868.000000 Penalty: 1118.207886
	Iteration 27Q: 3 clusters Score -1.021487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 216295 members 
Entering Unmasked Estep 
Score: -10214859.000000 Penalty: 1118.207886
	Iteration 28Q: 3 clusters Score -1.021486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 216291 members 
Entering Unmasked Estep 
Score: -10214867.000000 Penalty: 1118.207886
	Iteration 29Q: 3 clusters Score -1.021487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 216288 members 
Entering Unmasked Estep 
Score: -10214867.000000 Penalty: 1118.207886
	Iteration 30Q: 3 clusters Score -1.021487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 216284 members 
Entering Unmasked Estep 
Score: -10214871.000000 Penalty: 1118.207886
	Iteration 31Q: 3 clusters Score -1.021487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 216283 members 
Entering Unmasked Estep 
Score: -10214878.000000 Penalty: 1118.207886
	Iteration 32Q: 3 clusters Score -1.021488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 216282 members 
Entering Unmasked Estep 
Score: -10214878.000000 Penalty: 1118.207886
	Iteration 33Q: 3 clusters Score -1.021488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 216281 members 
Entering Unmasked Estep 
Score: -10214876.000000 Penalty: 1118.207886
	Iteration 34Q: 3 clusters Score -1.021488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 216281 members 
Entering Unmasked Estep 
Score: -10214876.000000 Penalty: 1118.207886
	Iteration 35F: 3 clusters Score -1.021488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 794 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 216281 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 257121 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 7943 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 151139 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 162473 members 
Mstep: Class 29 contains 162719 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Entering Unmasked Estep 
Score: -90574536.000000 Penalty: 24396.156250
Splitting cluster 4 changes total score from -90577224.000000 to -90574536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Entering Unmasked Estep 
Score: -196891.343750 Penalty: 383.965363
	Iteration 0F: 2 clusters Score -196891.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -193806.234375 Penalty: 767.930725
	Iteration 0F: 3 clusters Score -193806.2 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -194982.625000 Penalty: 767.930725
	Iteration 1F: 3 clusters Score -194982.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -195172.000000 Penalty: 767.930725
	Iteration 2F: 3 clusters Score -195172 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -195337.812500 Penalty: 767.930725
	Iteration 3F: 3 clusters Score -195337.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -195531.578125 Penalty: 767.930725
	Iteration 4F: 3 clusters Score -195531.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -195756.921875 Penalty: 767.930725
	Iteration 5F: 3 clusters Score -195756.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -196004.140625 Penalty: 767.930725
	Iteration 6F: 3 clusters Score -196004.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -196238.390625 Penalty: 767.930725
	Iteration 7F: 3 clusters Score -196238.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -196475.281250 Penalty: 767.930725
	Iteration 8Q: 3 clusters Score -196475.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -196686.625000 Penalty: 767.930725
	Iteration 9Q: 3 clusters Score -196686.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -196849.140625 Penalty: 767.930725
	Iteration 10Q: 3 clusters Score -196849.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -196972.140625 Penalty: 767.930725
	Iteration 11Q: 3 clusters Score -196972.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -197023.671875 Penalty: 767.930725
	Iteration 12Q: 3 clusters Score -197023.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -197041.734375 Penalty: 767.930725
	Iteration 13Q: 3 clusters Score -197041.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -197057.171875 Penalty: 767.930725
	Iteration 14Q: 3 clusters Score -197057.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -197074.296875 Penalty: 767.930725
	Iteration 15Q: 3 clusters Score -197074.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -197091.843750 Penalty: 767.930725
	Iteration 16Q: 3 clusters Score -197091.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -197107.859375 Penalty: 767.930725
	Iteration 17Q: 3 clusters Score -197107.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -197122.437500 Penalty: 767.930725
	Iteration 18Q: 3 clusters Score -197122.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -197132.843750 Penalty: 767.930725
	Iteration 19Q: 3 clusters Score -197132.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -197149.921875 Penalty: 767.930725
	Iteration 20F: 3 clusters Score -197149.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -197168.781250 Penalty: 767.930725
	Iteration 21Q: 3 clusters Score -197168.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -197187.984375 Penalty: 767.930725
	Iteration 22Q: 3 clusters Score -197188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -197198.640625 Penalty: 767.930725
	Iteration 23Q: 3 clusters Score -197198.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -197219.625000 Penalty: 767.930725
	Iteration 24Q: 3 clusters Score -197219.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -197259.781250 Penalty: 767.930725
	Iteration 25Q: 3 clusters Score -197259.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -197298.906250 Penalty: 767.930725
	Iteration 26Q: 3 clusters Score -197298.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -197341.531250 Penalty: 767.930725
	Iteration 27Q: 3 clusters Score -197341.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -197403.187500 Penalty: 767.930725
	Iteration 28Q: 3 clusters Score -197403.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -197468.734375 Penalty: 767.930725
	Iteration 29Q: 3 clusters Score -197468.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -197567.328125 Penalty: 767.930725
	Iteration 30Q: 3 clusters Score -197567.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -197660.906250 Penalty: 767.930725
	Iteration 31Q: 3 clusters Score -197660.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -197745.281250 Penalty: 767.930725
	Iteration 32Q: 3 clusters Score -197745.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -197826.625000 Penalty: 767.930725
	Iteration 33Q: 3 clusters Score -197826.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -197849.390625 Penalty: 767.930725
	Iteration 34Q: 3 clusters Score -197849.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -197880.656250 Penalty: 767.930725
	Iteration 35Q: 3 clusters Score -197880.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -197886.500000 Penalty: 767.930725
	Iteration 36Q: 3 clusters Score -197886.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -197894.265625 Penalty: 767.930725
	Iteration 37Q: 3 clusters Score -197894.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -197894.500000 Penalty: 767.930725
	Iteration 38Q: 3 clusters Score -197894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -197913.015625 Penalty: 767.930725
	Iteration 39F: 3 clusters Score -197913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -197922.750000 Penalty: 767.930725
	Iteration 40F: 3 clusters Score -197922.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -197928.984375 Penalty: 767.930725
	Iteration 41Q: 3 clusters Score -197929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -197932.640625 Penalty: 767.930725
	Iteration 42Q: 3 clusters Score -197932.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -197935.593750 Penalty: 767.930725
	Iteration 43Q: 3 clusters Score -197935.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -197936.062500 Penalty: 767.930725
	Iteration 44Q: 3 clusters Score -197936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -197936.359375 Penalty: 767.930725
	Iteration 45Q: 3 clusters Score -197936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -197936.203125 Penalty: 767.930725
	Iteration 46Q: 3 clusters Score -197936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -197936.203125 Penalty: 767.930725
	Iteration 47F: 3 clusters Score -197936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 3016 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 257121 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 7943 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 151139 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 162473 members 
Mstep: Class 29 contains 162719 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Entering Unmasked Estep 
Score: -90574888.000000 Penalty: 24396.156250
Splitting cluster 5 changes total score from -90577224.000000 to -90574888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -56035.707031 Penalty: 317.888763
	Iteration 0F: 2 clusters Score -56035.71 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 512 members 
Entering Unmasked Estep 
Score: -55152.433594 Penalty: 635.777527
	Iteration 0F: 3 clusters Score -55152.43 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55408.699219 Penalty: 635.777527
	Iteration 1F: 3 clusters Score -55408.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -55452.777344 Penalty: 635.777527
	Iteration 2F: 3 clusters Score -55452.78 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -55497.691406 Penalty: 635.777527
	Iteration 3F: 3 clusters Score -55497.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55536.500000 Penalty: 635.777527
	Iteration 4Q: 3 clusters Score -55536.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55576.214844 Penalty: 635.777527
	Iteration 5Q: 3 clusters Score -55576.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55611.093750 Penalty: 635.777527
	Iteration 6Q: 3 clusters Score -55611.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55637.445312 Penalty: 635.777527
	Iteration 7Q: 3 clusters Score -55637.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55656.964844 Penalty: 635.777527
	Iteration 8Q: 3 clusters Score -55656.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -55679.785156 Penalty: 635.777527
	Iteration 9Q: 3 clusters Score -55679.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -55694.488281 Penalty: 635.777527
	Iteration 10Q: 3 clusters Score -55694.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -55705.511719 Penalty: 635.777527
	Iteration 11Q: 3 clusters Score -55705.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -55720.984375 Penalty: 635.777527
	Iteration 12Q: 3 clusters Score -55720.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -55730.375000 Penalty: 635.777527
	Iteration 13Q: 3 clusters Score -55730.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -55737.535156 Penalty: 635.777527
	Iteration 14Q: 3 clusters Score -55737.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -55743.976562 Penalty: 635.777527
	Iteration 15Q: 3 clusters Score -55743.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -55746.058594 Penalty: 635.777527
	Iteration 16Q: 3 clusters Score -55746.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -55746.058594 Penalty: 635.777527
	Iteration 17F: 3 clusters Score -55746.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Entering Unmasked Estep 
Score: -333806.937500 Penalty: 403.589600
	Iteration 0F: 2 clusters Score -333806.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -329074.343750 Penalty: 807.179199
	Iteration 0F: 3 clusters Score -329074.3 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -330931.343750 Penalty: 807.179199
	Iteration 1F: 3 clusters Score -330931.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -331187.062500 Penalty: 807.179199
	Iteration 2F: 3 clusters Score -331187.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -331493.406250 Penalty: 807.179199
	Iteration 3F: 3 clusters Score -331493.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -331764.125000 Penalty: 807.179199
	Iteration 4F: 3 clusters Score -331764.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -332044.406250 Penalty: 807.179199
	Iteration 5F: 3 clusters Score -332044.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -332295.906250 Penalty: 807.179199
	Iteration 6F: 3 clusters Score -332295.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -332539.531250 Penalty: 807.179199
	Iteration 7Q: 3 clusters Score -332539.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -332752.656250 Penalty: 807.179199
	Iteration 8Q: 3 clusters Score -332752.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -332917.531250 Penalty: 807.179199
	Iteration 9Q: 3 clusters Score -332917.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -333061.031250 Penalty: 807.179199
	Iteration 10Q: 3 clusters Score -333061 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -333164.281250 Penalty: 807.179199
	Iteration 11Q: 3 clusters Score -333164.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -333234.187500 Penalty: 807.179199
	Iteration 12Q: 3 clusters Score -333234.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -333276.906250 Penalty: 807.179199
	Iteration 13Q: 3 clusters Score -333276.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -333309.250000 Penalty: 807.179199
	Iteration 14Q: 3 clusters Score -333309.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -333327.531250 Penalty: 807.179199
	Iteration 15Q: 3 clusters Score -333327.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -333351.718750 Penalty: 807.179199
	Iteration 16Q: 3 clusters Score -333351.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -333373.968750 Penalty: 807.179199
	Iteration 17Q: 3 clusters Score -333374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -333392.093750 Penalty: 807.179199
	Iteration 18Q: 3 clusters Score -333392.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -333403.937500 Penalty: 807.179199
	Iteration 19Q: 3 clusters Score -333403.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -333412.812500 Penalty: 807.179199
	Iteration 20F: 3 clusters Score -333412.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -333418.031250 Penalty: 807.179199
	Iteration 21Q: 3 clusters Score -333418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -333422.343750 Penalty: 807.179199
	Iteration 22Q: 3 clusters Score -333422.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -333426.312500 Penalty: 807.179199
	Iteration 23Q: 3 clusters Score -333426.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -333428.781250 Penalty: 807.179199
	Iteration 24Q: 3 clusters Score -333428.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -333429.750000 Penalty: 807.179199
	Iteration 25Q: 3 clusters Score -333429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -333430.156250 Penalty: 807.179199
	Iteration 26Q: 3 clusters Score -333430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -333430.468750 Penalty: 807.179199
	Iteration 27Q: 3 clusters Score -333430.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -333431.468750 Penalty: 807.179199
	Iteration 28Q: 3 clusters Score -333431.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -333431.750000 Penalty: 807.179199
	Iteration 29Q: 3 clusters Score -333431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -333431.812500 Penalty: 807.179199
	Iteration 30Q: 3 clusters Score -333431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -333432.218750 Penalty: 807.179199
	Iteration 31Q: 3 clusters Score -333432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -333432.031250 Penalty: 807.179199
	Iteration 32Q: 3 clusters Score -333432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -333433.187500 Penalty: 807.179199
	Iteration 33Q: 3 clusters Score -333433.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -333437.562500 Penalty: 807.179199
	Iteration 34Q: 3 clusters Score -333437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -333441.781250 Penalty: 807.179199
	Iteration 35Q: 3 clusters Score -333441.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -333446.718750 Penalty: 807.179199
	Iteration 36Q: 3 clusters Score -333446.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -333451.250000 Penalty: 807.179199
	Iteration 37Q: 3 clusters Score -333451.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -333455.812500 Penalty: 807.179199
	Iteration 38Q: 3 clusters Score -333455.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -333459.718750 Penalty: 807.179199
	Iteration 39Q: 3 clusters Score -333459.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -333462.000000 Penalty: 807.179199
	Iteration 40F: 3 clusters Score -333462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -333464.281250 Penalty: 807.179199
	Iteration 41Q: 3 clusters Score -333464.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -333467.187500 Penalty: 807.179199
	Iteration 42Q: 3 clusters Score -333467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -333467.343750 Penalty: 807.179199
	Iteration 43Q: 3 clusters Score -333467.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -333469.000000 Penalty: 807.179199
	Iteration 44Q: 3 clusters Score -333469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -333469.500000 Penalty: 807.179199
	Iteration 45Q: 3 clusters Score -333469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -333470.156250 Penalty: 807.179199
	Iteration 46Q: 3 clusters Score -333470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -333470.031250 Penalty: 807.179199
	Iteration 47Q: 3 clusters Score -333470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -333470.406250 Penalty: 807.179199
	Iteration 48Q: 3 clusters Score -333470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -333471.500000 Penalty: 807.179199
	Iteration 49Q: 3 clusters Score -333471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -333471.531250 Penalty: 807.179199
	Iteration 50Q: 3 clusters Score -333471.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -333471.437500 Penalty: 807.179199
	Iteration 51Q: 3 clusters Score -333471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -333472.687500 Penalty: 807.179199
	Iteration 52Q: 3 clusters Score -333472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -333472.562500 Penalty: 807.179199
	Iteration 53Q: 3 clusters Score -333472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -333473.500000 Penalty: 807.179199
	Iteration 54Q: 3 clusters Score -333473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -333473.531250 Penalty: 807.179199
	Iteration 55Q: 3 clusters Score -333473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -333474.468750 Penalty: 807.179199
	Iteration 56Q: 3 clusters Score -333474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -333474.906250 Penalty: 807.179199
	Iteration 57Q: 3 clusters Score -333474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -333474.781250 Penalty: 807.179199
	Iteration 58Q: 3 clusters Score -333474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -333475.406250 Penalty: 807.179199
	Iteration 59Q: 3 clusters Score -333475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -333475.312500 Penalty: 807.179199
	Iteration 60F: 3 clusters Score -333475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -333475.343750 Penalty: 807.179199
	Iteration 61Q: 3 clusters Score -333475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -333475.187500 Penalty: 807.179199
	Iteration 62Q: 3 clusters Score -333475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -333475.187500 Penalty: 807.179199
	Iteration 63F: 3 clusters Score -333475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -61173.300781 Penalty: 327.107147
	Iteration 0F: 2 clusters Score -61173.3 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 624 members 
Entering Unmasked Estep 
Score: -60157.843750 Penalty: 654.214294
	Iteration 0F: 3 clusters Score -60157.84 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -60468.000000 Penalty: 654.214294
	Iteration 1F: 3 clusters Score -60468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60526.906250 Penalty: 654.214294
	Iteration 2F: 3 clusters Score -60526.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60579.988281 Penalty: 654.214294
	Iteration 3F: 3 clusters Score -60579.99 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60632.289062 Penalty: 654.214294
	Iteration 4F: 3 clusters Score -60632.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60685.628906 Penalty: 654.214294
	Iteration 5Q: 3 clusters Score -60685.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60738.835938 Penalty: 654.214294
	Iteration 6Q: 3 clusters Score -60738.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60784.269531 Penalty: 654.214294
	Iteration 7Q: 3 clusters Score -60784.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60812.843750 Penalty: 654.214294
	Iteration 8Q: 3 clusters Score -60812.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60826.441406 Penalty: 654.214294
	Iteration 9Q: 3 clusters Score -60826.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60845.644531 Penalty: 654.214294
	Iteration 10Q: 3 clusters Score -60845.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60863.195312 Penalty: 654.214294
	Iteration 11Q: 3 clusters Score -60863.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60870.660156 Penalty: 654.214294
	Iteration 12Q: 3 clusters Score -60870.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60874.160156 Penalty: 654.214294
	Iteration 13Q: 3 clusters Score -60874.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60879.175781 Penalty: 654.214294
	Iteration 14Q: 3 clusters Score -60879.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60887.984375 Penalty: 654.214294
	Iteration 15Q: 3 clusters Score -60887.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60900.593750 Penalty: 654.214294
	Iteration 16Q: 3 clusters Score -60900.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60903.957031 Penalty: 654.214294
	Iteration 17Q: 3 clusters Score -60903.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60904.675781 Penalty: 654.214294
	Iteration 18Q: 3 clusters Score -60904.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60908.273438 Penalty: 654.214294
	Iteration 19Q: 3 clusters Score -60908.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60910.210938 Penalty: 654.214294
	Iteration 20F: 3 clusters Score -60910.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60910.949219 Penalty: 654.214294
	Iteration 21Q: 3 clusters Score -60910.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60915.195312 Penalty: 654.214294
	Iteration 22Q: 3 clusters Score -60915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60917.460938 Penalty: 654.214294
	Iteration 23Q: 3 clusters Score -60917.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60919.851562 Penalty: 654.214294
	Iteration 24Q: 3 clusters Score -60919.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60920.230469 Penalty: 654.214294
	Iteration 25Q: 3 clusters Score -60920.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60924.988281 Penalty: 654.214294
	Iteration 26Q: 3 clusters Score -60924.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60926.191406 Penalty: 654.214294
	Iteration 27Q: 3 clusters Score -60926.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60926.667969 Penalty: 654.214294
	Iteration 28Q: 3 clusters Score -60926.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60926.667969 Penalty: 654.214294
	Iteration 29F: 3 clusters Score -60926.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (257121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257121 members 
Entering Unmasked Estep 
Score: -12714518.000000 Penalty: 566.807251
	Iteration 0F: 2 clusters Score -1.271452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128331 members 
Mstep: Class 2 contains 128790 members 
Entering Unmasked Estep 
Score: -12614466.000000 Penalty: 1133.614502
	Iteration 0F: 3 clusters Score -1.261447e+07 nChanged 126584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118385 members 
Mstep: Class 2 contains 138736 members 
Entering Unmasked Estep 
Score: -12691434.000000 Penalty: 1133.614502
	Iteration 1F: 3 clusters Score -1.269143e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 146706 members 
Entering Unmasked Estep 
Score: -12695197.000000 Penalty: 1133.614502
	Iteration 2Q: 3 clusters Score -1.26952e+07 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Mstep: Class 2 contains 159671 members 
Entering Unmasked Estep 
Score: -12702623.000000 Penalty: 1133.614502
	Iteration 3F: 3 clusters Score -1.270262e+07 nChanged 19474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78710 members 
Mstep: Class 2 contains 178411 members 
Entering Unmasked Estep 
Score: -12715613.000000 Penalty: 1133.614502
	Iteration 4F: 3 clusters Score -1.271561e+07 nChanged 19912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 197785 members 
Entering Unmasked Estep 
Score: -12724220.000000 Penalty: 1133.614502
	Iteration 5F: 3 clusters Score -1.272422e+07 nChanged 15840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 212149 members 
Entering Unmasked Estep 
Score: -12731245.000000 Penalty: 1133.614502
	Iteration 6F: 3 clusters Score -1.273124e+07 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 221270 members 
Entering Unmasked Estep 
Score: -12731227.000000 Penalty: 1133.614502
	Iteration 7Q: 3 clusters Score -1.273123e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 226559 members 
Entering Unmasked Estep 
Score: -12730907.000000 Penalty: 1133.614502
	Iteration 8Q: 3 clusters Score -1.273091e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 229287 members 
Entering Unmasked Estep 
Score: -12731096.000000 Penalty: 1133.614502
	Iteration 9Q: 3 clusters Score -1.27311e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 230184 members 
Entering Unmasked Estep 
Score: -12731986.000000 Penalty: 1133.614502
	Iteration 10Q: 3 clusters Score -1.273199e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 229773 members 
Entering Unmasked Estep 
Score: -12733629.000000 Penalty: 1133.614502
	Iteration 11Q: 3 clusters Score -1.273363e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 228207 members 
Entering Unmasked Estep 
Score: -12736396.000000 Penalty: 1133.614502
	Iteration 12Q: 3 clusters Score -1.27364e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 225507 members 
Entering Unmasked Estep 
Score: -12740177.000000 Penalty: 1133.614502
	Iteration 13Q: 3 clusters Score -1.274018e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 221870 members 
Entering Unmasked Estep 
Score: -12744556.000000 Penalty: 1133.614502
	Iteration 14Q: 3 clusters Score -1.274456e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 217845 members 
Entering Unmasked Estep 
Score: -12749178.000000 Penalty: 1133.614502
	Iteration 15Q: 3 clusters Score -1.274918e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 213806 members 
Entering Unmasked Estep 
Score: -12753439.000000 Penalty: 1133.614502
	Iteration 16Q: 3 clusters Score -1.275344e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 210012 members 
Entering Unmasked Estep 
Score: -12757582.000000 Penalty: 1133.614502
	Iteration 17Q: 3 clusters Score -1.275758e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 206612 members 
Entering Unmasked Estep 
Score: -12760694.000000 Penalty: 1133.614502
	Iteration 18Q: 3 clusters Score -1.276069e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 203854 members 
Entering Unmasked Estep 
Score: -12762971.000000 Penalty: 1133.614502
	Iteration 19Q: 3 clusters Score -1.276297e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 201504 members 
Entering Unmasked Estep 
Score: -12765064.000000 Penalty: 1133.614502
	Iteration 20F: 3 clusters Score -1.276506e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 199022 members 
Entering Unmasked Estep 
Score: -12766697.000000 Penalty: 1133.614502
	Iteration 21Q: 3 clusters Score -1.27667e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 197000 members 
Entering Unmasked Estep 
Score: -12767959.000000 Penalty: 1133.614502
	Iteration 22Q: 3 clusters Score -1.276796e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 195249 members 
Entering Unmasked Estep 
Score: -12768763.000000 Penalty: 1133.614502
	Iteration 23Q: 3 clusters Score -1.276876e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 193685 members 
Entering Unmasked Estep 
Score: -12769448.000000 Penalty: 1133.614502
	Iteration 24Q: 3 clusters Score -1.276945e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 192386 members 
Entering Unmasked Estep 
Score: -12770022.000000 Penalty: 1133.614502
	Iteration 25Q: 3 clusters Score -1.277002e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 191198 members 
Entering Unmasked Estep 
Score: -12770609.000000 Penalty: 1133.614502
	Iteration 26Q: 3 clusters Score -1.277061e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 190156 members 
Entering Unmasked Estep 
Score: -12770944.000000 Penalty: 1133.614502
	Iteration 27Q: 3 clusters Score -1.277094e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 189212 members 
Entering Unmasked Estep 
Score: -12771265.000000 Penalty: 1133.614502
	Iteration 28Q: 3 clusters Score -1.277126e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 188405 members 
Entering Unmasked Estep 
Score: -12771542.000000 Penalty: 1133.614502
	Iteration 29Q: 3 clusters Score -1.277154e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 187745 members 
Entering Unmasked Estep 
Score: -12771695.000000 Penalty: 1133.614502
	Iteration 30Q: 3 clusters Score -1.27717e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 187209 members 
Entering Unmasked Estep 
Score: -12771840.000000 Penalty: 1133.614502
	Iteration 31Q: 3 clusters Score -1.277184e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 186695 members 
Entering Unmasked Estep 
Score: -12772014.000000 Penalty: 1133.614502
	Iteration 32Q: 3 clusters Score -1.277201e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70857 members 
Mstep: Class 2 contains 186264 members 
Entering Unmasked Estep 
Score: -12772138.000000 Penalty: 1133.614502
	Iteration 33Q: 3 clusters Score -1.277214e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 185922 members 
Entering Unmasked Estep 
Score: -12772199.000000 Penalty: 1133.614502
	Iteration 34Q: 3 clusters Score -1.27722e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 185590 members 
Entering Unmasked Estep 
Score: -12772272.000000 Penalty: 1133.614502
	Iteration 35Q: 3 clusters Score -1.277227e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 185310 members 
Entering Unmasked Estep 
Score: -12772303.000000 Penalty: 1133.614502
	Iteration 36Q: 3 clusters Score -1.27723e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 185056 members 
Entering Unmasked Estep 
Score: -12772331.000000 Penalty: 1133.614502
	Iteration 37Q: 3 clusters Score -1.277233e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 184830 members 
Entering Unmasked Estep 
Score: -12772378.000000 Penalty: 1133.614502
	Iteration 38Q: 3 clusters Score -1.277238e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 184661 members 
Entering Unmasked Estep 
Score: -12772449.000000 Penalty: 1133.614502
	Iteration 39Q: 3 clusters Score -1.277245e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 184510 members 
Entering Unmasked Estep 
Score: -12772484.000000 Penalty: 1133.614502
	Iteration 40F: 3 clusters Score -1.277248e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 184384 members 
Entering Unmasked Estep 
Score: -12772474.000000 Penalty: 1133.614502
	Iteration 41Q: 3 clusters Score -1.277247e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 184266 members 
Entering Unmasked Estep 
Score: -12772514.000000 Penalty: 1133.614502
	Iteration 42Q: 3 clusters Score -1.277251e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 184166 members 
Entering Unmasked Estep 
Score: -12772562.000000 Penalty: 1133.614502
	Iteration 43Q: 3 clusters Score -1.277256e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 184071 members 
Entering Unmasked Estep 
Score: -12772600.000000 Penalty: 1133.614502
	Iteration 44Q: 3 clusters Score -1.27726e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 183994 members 
Entering Unmasked Estep 
Score: -12772606.000000 Penalty: 1133.614502
	Iteration 45Q: 3 clusters Score -1.277261e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 183918 members 
Entering Unmasked Estep 
Score: -12772629.000000 Penalty: 1133.614502
	Iteration 46Q: 3 clusters Score -1.277263e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 183864 members 
Entering Unmasked Estep 
Score: -12772622.000000 Penalty: 1133.614502
	Iteration 47Q: 3 clusters Score -1.277262e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 183830 members 
Entering Unmasked Estep 
Score: -12772599.000000 Penalty: 1133.614502
	Iteration 48Q: 3 clusters Score -1.27726e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 183763 members 
Entering Unmasked Estep 
Score: -12772607.000000 Penalty: 1133.614502
	Iteration 49Q: 3 clusters Score -1.277261e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 183726 members 
Entering Unmasked Estep 
Score: -12772611.000000 Penalty: 1133.614502
	Iteration 50Q: 3 clusters Score -1.277261e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 183697 members 
Entering Unmasked Estep 
Score: -12772637.000000 Penalty: 1133.614502
	Iteration 51Q: 3 clusters Score -1.277264e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 183653 members 
Entering Unmasked Estep 
Score: -12772653.000000 Penalty: 1133.614502
	Iteration 52Q: 3 clusters Score -1.277265e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73535 members 
Mstep: Class 2 contains 183586 members 
Entering Unmasked Estep 
Score: -12772659.000000 Penalty: 1133.614502
	Iteration 53Q: 3 clusters Score -1.277266e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73561 members 
Mstep: Class 2 contains 183560 members 
Entering Unmasked Estep 
Score: -12772646.000000 Penalty: 1133.614502
	Iteration 54Q: 3 clusters Score -1.277265e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 183538 members 
Entering Unmasked Estep 
Score: -12772642.000000 Penalty: 1133.614502
	Iteration 55Q: 3 clusters Score -1.277264e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 183525 members 
Entering Unmasked Estep 
Score: -12772610.000000 Penalty: 1133.614502
	Iteration 56Q: 3 clusters Score -1.277261e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 183520 members 
Entering Unmasked Estep 
Score: -12772593.000000 Penalty: 1133.614502
	Iteration 57Q: 3 clusters Score -1.277259e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 183525 members 
Entering Unmasked Estep 
Score: -12772572.000000 Penalty: 1133.614502
	Iteration 58Q: 3 clusters Score -1.277257e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 183524 members 
Entering Unmasked Estep 
Score: -12772567.000000 Penalty: 1133.614502
	Iteration 59Q: 3 clusters Score -1.277257e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 183516 members 
Entering Unmasked Estep 
Score: -12772563.000000 Penalty: 1133.614502
	Iteration 60F: 3 clusters Score -1.277256e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73609 members 
Mstep: Class 2 contains 183512 members 
Entering Unmasked Estep 
Score: -12772557.000000 Penalty: 1133.614502
	Iteration 61Q: 3 clusters Score -1.277256e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 183491 members 
Entering Unmasked Estep 
Score: -12772570.000000 Penalty: 1133.614502
	Iteration 62Q: 3 clusters Score -1.277257e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 183478 members 
Entering Unmasked Estep 
Score: -12772541.000000 Penalty: 1133.614502
	Iteration 63Q: 3 clusters Score -1.277254e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 183478 members 
Entering Unmasked Estep 
Score: -12772542.000000 Penalty: 1133.614502
	Iteration 64Q: 3 clusters Score -1.277254e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 183462 members 
Entering Unmasked Estep 
Score: -12772528.000000 Penalty: 1133.614502
	Iteration 65Q: 3 clusters Score -1.277253e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 183448 members 
Entering Unmasked Estep 
Score: -12772550.000000 Penalty: 1133.614502
	Iteration 66Q: 3 clusters Score -1.277255e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 183439 members 
Entering Unmasked Estep 
Score: -12772567.000000 Penalty: 1133.614502
	Iteration 67Q: 3 clusters Score -1.277257e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73701 members 
Mstep: Class 2 contains 183420 members 
Entering Unmasked Estep 
Score: -12772571.000000 Penalty: 1133.614502
	Iteration 68Q: 3 clusters Score -1.277257e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 183402 members 
Entering Unmasked Estep 
Score: -12772569.000000 Penalty: 1133.614502
	Iteration 69Q: 3 clusters Score -1.277257e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 183387 members 
Entering Unmasked Estep 
Score: -12772558.000000 Penalty: 1133.614502
	Iteration 70Q: 3 clusters Score -1.277256e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 183367 members 
Entering Unmasked Estep 
Score: -12772557.000000 Penalty: 1133.614502
	Iteration 71Q: 3 clusters Score -1.277256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 183343 members 
Entering Unmasked Estep 
Score: -12772562.000000 Penalty: 1133.614502
	Iteration 72Q: 3 clusters Score -1.277256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 183326 members 
Entering Unmasked Estep 
Score: -12772568.000000 Penalty: 1133.614502
	Iteration 73Q: 3 clusters Score -1.277257e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 183302 members 
Entering Unmasked Estep 
Score: -12772558.000000 Penalty: 1133.614502
	Iteration 74Q: 3 clusters Score -1.277256e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 183272 members 
Entering Unmasked Estep 
Score: -12772577.000000 Penalty: 1133.614502
	Iteration 75Q: 3 clusters Score -1.277258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 183264 members 
Entering Unmasked Estep 
Score: -12772580.000000 Penalty: 1133.614502
	Iteration 76Q: 3 clusters Score -1.277258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 183262 members 
Entering Unmasked Estep 
Score: -12772591.000000 Penalty: 1133.614502
	Iteration 77Q: 3 clusters Score -1.277259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 183249 members 
Entering Unmasked Estep 
Score: -12772587.000000 Penalty: 1133.614502
	Iteration 78Q: 3 clusters Score -1.277259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 183237 members 
Entering Unmasked Estep 
Score: -12772585.000000 Penalty: 1133.614502
	Iteration 79Q: 3 clusters Score -1.277258e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 183227 members 
Entering Unmasked Estep 
Score: -12772599.000000 Penalty: 1133.614502
	Iteration 80F: 3 clusters Score -1.27726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 183219 members 
Entering Unmasked Estep 
Score: -12772594.000000 Penalty: 1133.614502
	Iteration 81Q: 3 clusters Score -1.277259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 183204 members 
Entering Unmasked Estep 
Score: -12772606.000000 Penalty: 1133.614502
	Iteration 82Q: 3 clusters Score -1.277261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 183191 members 
Entering Unmasked Estep 
Score: -12772595.000000 Penalty: 1133.614502
	Iteration 83Q: 3 clusters Score -1.27726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 183187 members 
Entering Unmasked Estep 
Score: -12772598.000000 Penalty: 1133.614502
	Iteration 84Q: 3 clusters Score -1.27726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 183191 members 
Entering Unmasked Estep 
Score: -12772587.000000 Penalty: 1133.614502
	Iteration 85Q: 3 clusters Score -1.277259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 183188 members 
Entering Unmasked Estep 
Score: -12772579.000000 Penalty: 1133.614502
	Iteration 86Q: 3 clusters Score -1.277258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 183187 members 
Entering Unmasked Estep 
Score: -12772574.000000 Penalty: 1133.614502
	Iteration 87Q: 3 clusters Score -1.277257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 183188 members 
Entering Unmasked Estep 
Score: -12772568.000000 Penalty: 1133.614502
	Iteration 88Q: 3 clusters Score -1.277257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 183185 members 
Entering Unmasked Estep 
Score: -12772575.000000 Penalty: 1133.614502
	Iteration 89Q: 3 clusters Score -1.277258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 183179 members 
Entering Unmasked Estep 
Score: -12772575.000000 Penalty: 1133.614502
	Iteration 90Q: 3 clusters Score -1.277258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 183178 members 
Entering Unmasked Estep 
Score: -12772583.000000 Penalty: 1133.614502
	Iteration 91Q: 3 clusters Score -1.277258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 183178 members 
Entering Unmasked Estep 
Score: -12772583.000000 Penalty: 1133.614502
	Iteration 92F: 3 clusters Score -1.277258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 7943 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 151139 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 162473 members 
Mstep: Class 29 contains 162719 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Entering Unmasked Estep 
Score: -90622728.000000 Penalty: 24396.156250
Splitting cluster 10 changes total score from -90577224.000000 to -90622728.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 11 (7413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Entering Unmasked Estep 
Score: -355627.250000 Penalty: 405.450073
	Iteration 0F: 2 clusters Score -355627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -350608.625000 Penalty: 810.900146
	Iteration 0F: 3 clusters Score -350608.6 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -352615.187500 Penalty: 810.900146
	Iteration 1F: 3 clusters Score -352615.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -353062.062500 Penalty: 810.900146
	Iteration 2F: 3 clusters Score -353062.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -353584.531250 Penalty: 810.900146
	Iteration 3F: 3 clusters Score -353584.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -354130.437500 Penalty: 810.900146
	Iteration 4F: 3 clusters Score -354130.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -354565.750000 Penalty: 810.900146
	Iteration 5F: 3 clusters Score -354565.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -354864.812500 Penalty: 810.900146
	Iteration 6Q: 3 clusters Score -354864.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -355061.593750 Penalty: 810.900146
	Iteration 7Q: 3 clusters Score -355061.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -355179.812500 Penalty: 810.900146
	Iteration 8Q: 3 clusters Score -355179.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -355237.156250 Penalty: 810.900146
	Iteration 9Q: 3 clusters Score -355237.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -355268.218750 Penalty: 810.900146
	Iteration 10Q: 3 clusters Score -355268.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -355293.812500 Penalty: 810.900146
	Iteration 11Q: 3 clusters Score -355293.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -355312.625000 Penalty: 810.900146
	Iteration 12Q: 3 clusters Score -355312.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -355319.843750 Penalty: 810.900146
	Iteration 13Q: 3 clusters Score -355319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -355322.312500 Penalty: 810.900146
	Iteration 14Q: 3 clusters Score -355322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -355324.062500 Penalty: 810.900146
	Iteration 15Q: 3 clusters Score -355324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -355324.593750 Penalty: 810.900146
	Iteration 16Q: 3 clusters Score -355324.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -355324.937500 Penalty: 810.900146
	Iteration 17Q: 3 clusters Score -355324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -355325.843750 Penalty: 810.900146
	Iteration 18Q: 3 clusters Score -355325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -355325.843750 Penalty: 810.900146
	Iteration 19F: 3 clusters Score -355325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -75225.296875 Penalty: 334.565216
	Iteration 0F: 2 clusters Score -75225.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -74058.929688 Penalty: 669.130432
	Iteration 0F: 3 clusters Score -74058.93 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -74413.468750 Penalty: 669.130432
	Iteration 1F: 3 clusters Score -74413.47 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -74479.281250 Penalty: 669.130432
	Iteration 2F: 3 clusters Score -74479.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -74534.960938 Penalty: 669.130432
	Iteration 3F: 3 clusters Score -74534.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -74612.609375 Penalty: 669.130432
	Iteration 4F: 3 clusters Score -74612.61 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -74676.468750 Penalty: 669.130432
	Iteration 5F: 3 clusters Score -74676.47 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -74713.703125 Penalty: 669.130432
	Iteration 6Q: 3 clusters Score -74713.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -74747.625000 Penalty: 669.130432
	Iteration 7Q: 3 clusters Score -74747.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -74783.531250 Penalty: 669.130432
	Iteration 8Q: 3 clusters Score -74783.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -74811.062500 Penalty: 669.130432
	Iteration 9Q: 3 clusters Score -74811.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -74828.101562 Penalty: 669.130432
	Iteration 10Q: 3 clusters Score -74828.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -74839.328125 Penalty: 669.130432
	Iteration 11Q: 3 clusters Score -74839.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -74850.078125 Penalty: 669.130432
	Iteration 12Q: 3 clusters Score -74850.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -74859.921875 Penalty: 669.130432
	Iteration 13Q: 3 clusters Score -74859.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -74866.679688 Penalty: 669.130432
	Iteration 14Q: 3 clusters Score -74866.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -74869.164062 Penalty: 669.130432
	Iteration 15Q: 3 clusters Score -74869.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -74870.687500 Penalty: 669.130432
	Iteration 16Q: 3 clusters Score -74870.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -74872.132812 Penalty: 669.130432
	Iteration 17Q: 3 clusters Score -74872.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -74874.000000 Penalty: 669.130432
	Iteration 18Q: 3 clusters Score -74874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -74877.687500 Penalty: 669.130432
	Iteration 19Q: 3 clusters Score -74877.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -74878.640625 Penalty: 669.130432
	Iteration 20F: 3 clusters Score -74878.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -74878.687500 Penalty: 669.130432
	Iteration 21Q: 3 clusters Score -74878.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -74878.687500 Penalty: 669.130432
	Iteration 22F: 3 clusters Score -74878.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Entering Unmasked Estep 
Score: -1742367.500000 Penalty: 478.681946
	Iteration 0F: 2 clusters Score -1742368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1717593.875000 Penalty: 957.363892
	Iteration 0F: 3 clusters Score -1717594 nChanged 17776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1729452.375000 Penalty: 957.363892
	Iteration 1F: 3 clusters Score -1729452 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1730868.375000 Penalty: 957.363892
	Iteration 2F: 3 clusters Score -1730868 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1732625.250000 Penalty: 957.363892
	Iteration 3F: 3 clusters Score -1732625 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1734630.500000 Penalty: 957.363892
	Iteration 4F: 3 clusters Score -1734630 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1736555.625000 Penalty: 957.363892
	Iteration 5F: 3 clusters Score -1736556 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1738216.375000 Penalty: 957.363892
	Iteration 6F: 3 clusters Score -1738216 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1739509.125000 Penalty: 957.363892
	Iteration 7Q: 3 clusters Score -1739509 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1740469.375000 Penalty: 957.363892
	Iteration 8Q: 3 clusters Score -1740469 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1741122.750000 Penalty: 957.363892
	Iteration 9Q: 3 clusters Score -1741123 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1741492.625000 Penalty: 957.363892
	Iteration 10Q: 3 clusters Score -1741493 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1741702.750000 Penalty: 957.363892
	Iteration 11Q: 3 clusters Score -1741703 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1741802.750000 Penalty: 957.363892
	Iteration 12Q: 3 clusters Score -1741803 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1741858.375000 Penalty: 957.363892
	Iteration 13Q: 3 clusters Score -1741858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1741888.250000 Penalty: 957.363892
	Iteration 14Q: 3 clusters Score -1741888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1741923.750000 Penalty: 957.363892
	Iteration 15Q: 3 clusters Score -1741924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1741943.750000 Penalty: 957.363892
	Iteration 16Q: 3 clusters Score -1741944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1741948.500000 Penalty: 957.363892
	Iteration 17Q: 3 clusters Score -1741948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1741955.625000 Penalty: 957.363892
	Iteration 18Q: 3 clusters Score -1741956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1741961.500000 Penalty: 957.363892
	Iteration 19Q: 3 clusters Score -1741962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1741971.375000 Penalty: 957.363892
	Iteration 20F: 3 clusters Score -1741971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1741981.500000 Penalty: 957.363892
	Iteration 21Q: 3 clusters Score -1741982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1741988.875000 Penalty: 957.363892
	Iteration 22Q: 3 clusters Score -1741989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1741991.625000 Penalty: 957.363892
	Iteration 23Q: 3 clusters Score -1741992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1742000.625000 Penalty: 957.363892
	Iteration 24Q: 3 clusters Score -1742001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1742004.125000 Penalty: 957.363892
	Iteration 25Q: 3 clusters Score -1742004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1742006.000000 Penalty: 957.363892
	Iteration 26Q: 3 clusters Score -1742006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1742007.250000 Penalty: 957.363892
	Iteration 27Q: 3 clusters Score -1742007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1742007.750000 Penalty: 957.363892
	Iteration 28Q: 3 clusters Score -1742008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1742007.750000 Penalty: 957.363892
	Iteration 29F: 3 clusters Score -1742008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -139287.593750 Penalty: 363.091064
	Iteration 0F: 2 clusters Score -139287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -137230.328125 Penalty: 726.182129
	Iteration 0F: 3 clusters Score -137230.3 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -137921.546875 Penalty: 726.182129
	Iteration 1F: 3 clusters Score -137921.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -138016.406250 Penalty: 726.182129
	Iteration 2F: 3 clusters Score -138016.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -138117.937500 Penalty: 726.182129
	Iteration 3F: 3 clusters Score -138117.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -138244.671875 Penalty: 726.182129
	Iteration 4F: 3 clusters Score -138244.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -138395.953125 Penalty: 726.182129
	Iteration 5F: 3 clusters Score -138396 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -138550.250000 Penalty: 726.182129
	Iteration 6F: 3 clusters Score -138550.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -138669.609375 Penalty: 726.182129
	Iteration 7F: 3 clusters Score -138669.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -138748.265625 Penalty: 726.182129
	Iteration 8Q: 3 clusters Score -138748.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -138803.828125 Penalty: 726.182129
	Iteration 9Q: 3 clusters Score -138803.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -138854.687500 Penalty: 726.182129
	Iteration 10Q: 3 clusters Score -138854.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -138896.125000 Penalty: 726.182129
	Iteration 11Q: 3 clusters Score -138896.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -138924.437500 Penalty: 726.182129
	Iteration 12Q: 3 clusters Score -138924.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -138944.312500 Penalty: 726.182129
	Iteration 13Q: 3 clusters Score -138944.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -138954.875000 Penalty: 726.182129
	Iteration 14Q: 3 clusters Score -138954.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -138964.203125 Penalty: 726.182129
	Iteration 15Q: 3 clusters Score -138964.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -138968.796875 Penalty: 726.182129
	Iteration 16Q: 3 clusters Score -138968.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -138973.187500 Penalty: 726.182129
	Iteration 17Q: 3 clusters Score -138973.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -138975.031250 Penalty: 726.182129
	Iteration 18Q: 3 clusters Score -138975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -138978.546875 Penalty: 726.182129
	Iteration 19Q: 3 clusters Score -138978.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -138981.218750 Penalty: 726.182129
	Iteration 20F: 3 clusters Score -138981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -138983.343750 Penalty: 726.182129
	Iteration 21Q: 3 clusters Score -138983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -138987.343750 Penalty: 726.182129
	Iteration 22Q: 3 clusters Score -138987.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -138991.484375 Penalty: 726.182129
	Iteration 23Q: 3 clusters Score -138991.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -138994.859375 Penalty: 726.182129
	Iteration 24Q: 3 clusters Score -138994.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -138997.890625 Penalty: 726.182129
	Iteration 25Q: 3 clusters Score -138997.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -139000.859375 Penalty: 726.182129
	Iteration 26Q: 3 clusters Score -139000.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -139005.078125 Penalty: 726.182129
	Iteration 27Q: 3 clusters Score -139005.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -139008.765625 Penalty: 726.182129
	Iteration 28Q: 3 clusters Score -139008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -139012.031250 Penalty: 726.182129
	Iteration 29Q: 3 clusters Score -139012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -139013.671875 Penalty: 726.182129
	Iteration 30Q: 3 clusters Score -139013.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -139014.640625 Penalty: 726.182129
	Iteration 31Q: 3 clusters Score -139014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -139015.984375 Penalty: 726.182129
	Iteration 32Q: 3 clusters Score -139016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -139017.093750 Penalty: 726.182129
	Iteration 33Q: 3 clusters Score -139017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -139017.593750 Penalty: 726.182129
	Iteration 34Q: 3 clusters Score -139017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -139017.593750 Penalty: 726.182129
	Iteration 35F: 3 clusters Score -139017.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Entering Unmasked Estep 
Score: -174061.593750 Penalty: 376.215637
	Iteration 0F: 2 clusters Score -174061.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -171458.593750 Penalty: 752.431274
	Iteration 0F: 3 clusters Score -171458.6 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -173904.250000 Penalty: 752.431274
	Iteration 1F: 3 clusters Score -173904.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -174792.687500 Penalty: 752.431274
	Iteration 2F: 3 clusters Score -174792.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -175120.734375 Penalty: 752.431274
	Iteration 3F: 3 clusters Score -175120.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -175267.781250 Penalty: 752.431274
	Iteration 4Q: 3 clusters Score -175267.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -175298.640625 Penalty: 752.431274
	Iteration 5Q: 3 clusters Score -175298.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -175310.906250 Penalty: 752.431274
	Iteration 6Q: 3 clusters Score -175310.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -175318.875000 Penalty: 752.431274
	Iteration 7Q: 3 clusters Score -175318.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -175324.640625 Penalty: 752.431274
	Iteration 8Q: 3 clusters Score -175324.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -175331.109375 Penalty: 752.431274
	Iteration 9Q: 3 clusters Score -175331.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -175334.953125 Penalty: 752.431274
	Iteration 10Q: 3 clusters Score -175335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -175336.531250 Penalty: 752.431274
	Iteration 11Q: 3 clusters Score -175336.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -175339.796875 Penalty: 752.431274
	Iteration 12Q: 3 clusters Score -175339.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -175343.406250 Penalty: 752.431274
	Iteration 13Q: 3 clusters Score -175343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -175345.171875 Penalty: 752.431274
	Iteration 14Q: 3 clusters Score -175345.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -175346.781250 Penalty: 752.431274
	Iteration 15Q: 3 clusters Score -175346.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -175349.203125 Penalty: 752.431274
	Iteration 16Q: 3 clusters Score -175349.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -175351.562500 Penalty: 752.431274
	Iteration 17Q: 3 clusters Score -175351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -175354.453125 Penalty: 752.431274
	Iteration 18Q: 3 clusters Score -175354.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -175359.062500 Penalty: 752.431274
	Iteration 19Q: 3 clusters Score -175359.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -175365.593750 Penalty: 752.431274
	Iteration 20F: 3 clusters Score -175365.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -175373.828125 Penalty: 752.431274
	Iteration 21Q: 3 clusters Score -175373.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -175379.312500 Penalty: 752.431274
	Iteration 22Q: 3 clusters Score -175379.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -175388.937500 Penalty: 752.431274
	Iteration 23Q: 3 clusters Score -175388.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -175395.875000 Penalty: 752.431274
	Iteration 24Q: 3 clusters Score -175395.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -175403.796875 Penalty: 752.431274
	Iteration 25Q: 3 clusters Score -175403.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -175407.578125 Penalty: 752.431274
	Iteration 26Q: 3 clusters Score -175407.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -175409.984375 Penalty: 752.431274
	Iteration 27Q: 3 clusters Score -175410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -175411.390625 Penalty: 752.431274
	Iteration 28Q: 3 clusters Score -175411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -175412.609375 Penalty: 752.431274
	Iteration 29Q: 3 clusters Score -175412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -175414.187500 Penalty: 752.431274
	Iteration 30Q: 3 clusters Score -175414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -175414.406250 Penalty: 752.431274
	Iteration 31Q: 3 clusters Score -175414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -175415.296875 Penalty: 752.431274
	Iteration 32Q: 3 clusters Score -175415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -175416.390625 Penalty: 752.431274
	Iteration 33Q: 3 clusters Score -175416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -175416.781250 Penalty: 752.431274
	Iteration 34Q: 3 clusters Score -175416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -175417.468750 Penalty: 752.431274
	Iteration 35Q: 3 clusters Score -175417.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -175418.000000 Penalty: 752.431274
	Iteration 36Q: 3 clusters Score -175418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -175418.000000 Penalty: 752.431274
	Iteration 37F: 3 clusters Score -175418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 7943 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 151139 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 162473 members 
Mstep: Class 29 contains 162719 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Entering Unmasked Estep 
Score: -90623832.000000 Penalty: 25055.511719
Splitting cluster 15 changes total score from -90577224.000000 to -90623832.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -387104.625000 Penalty: 408.592102
	Iteration 0F: 2 clusters Score -387104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -381761.125000 Penalty: 817.184204
	Iteration 0F: 3 clusters Score -381761.1 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -383899.937500 Penalty: 817.184204
	Iteration 1F: 3 clusters Score -383899.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -384187.750000 Penalty: 817.184204
	Iteration 2F: 3 clusters Score -384187.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -384568.281250 Penalty: 817.184204
	Iteration 3F: 3 clusters Score -384568.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -385062.718750 Penalty: 817.184204
	Iteration 4F: 3 clusters Score -385062.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -385634.593750 Penalty: 817.184204
	Iteration 5F: 3 clusters Score -385634.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -386164.250000 Penalty: 817.184204
	Iteration 6F: 3 clusters Score -386164.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -386456.156250 Penalty: 817.184204
	Iteration 7Q: 3 clusters Score -386456.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -386609.968750 Penalty: 817.184204
	Iteration 8Q: 3 clusters Score -386610 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -386704.718750 Penalty: 817.184204
	Iteration 9Q: 3 clusters Score -386704.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -386767.781250 Penalty: 817.184204
	Iteration 10Q: 3 clusters Score -386767.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -386818.281250 Penalty: 817.184204
	Iteration 11Q: 3 clusters Score -386818.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -386860.875000 Penalty: 817.184204
	Iteration 12Q: 3 clusters Score -386860.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -386897.125000 Penalty: 817.184204
	Iteration 13Q: 3 clusters Score -386897.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -386923.750000 Penalty: 817.184204
	Iteration 14Q: 3 clusters Score -386923.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -386940.156250 Penalty: 817.184204
	Iteration 15Q: 3 clusters Score -386940.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -386954.406250 Penalty: 817.184204
	Iteration 16Q: 3 clusters Score -386954.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -386968.187500 Penalty: 817.184204
	Iteration 17Q: 3 clusters Score -386968.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -386978.000000 Penalty: 817.184204
	Iteration 18Q: 3 clusters Score -386978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -386987.531250 Penalty: 817.184204
	Iteration 19Q: 3 clusters Score -386987.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -386996.218750 Penalty: 817.184204
	Iteration 20F: 3 clusters Score -386996.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -387000.093750 Penalty: 817.184204
	Iteration 21Q: 3 clusters Score -387000.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -387005.593750 Penalty: 817.184204
	Iteration 22Q: 3 clusters Score -387005.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -387010.875000 Penalty: 817.184204
	Iteration 23Q: 3 clusters Score -387010.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -387014.500000 Penalty: 817.184204
	Iteration 24Q: 3 clusters Score -387014.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -387016.093750 Penalty: 817.184204
	Iteration 25Q: 3 clusters Score -387016.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -387020.656250 Penalty: 817.184204
	Iteration 26Q: 3 clusters Score -387020.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -387024.031250 Penalty: 817.184204
	Iteration 27Q: 3 clusters Score -387024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -387030.812500 Penalty: 817.184204
	Iteration 28Q: 3 clusters Score -387030.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -387039.250000 Penalty: 817.184204
	Iteration 29Q: 3 clusters Score -387039.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -387050.968750 Penalty: 817.184204
	Iteration 30Q: 3 clusters Score -387051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -387063.031250 Penalty: 817.184204
	Iteration 31Q: 3 clusters Score -387063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -387073.687500 Penalty: 817.184204
	Iteration 32Q: 3 clusters Score -387073.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -387084.375000 Penalty: 817.184204
	Iteration 33Q: 3 clusters Score -387084.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -387098.906250 Penalty: 817.184204
	Iteration 34Q: 3 clusters Score -387098.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -387112.875000 Penalty: 817.184204
	Iteration 35Q: 3 clusters Score -387112.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -387122.750000 Penalty: 817.184204
	Iteration 36Q: 3 clusters Score -387122.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -387127.593750 Penalty: 817.184204
	Iteration 37Q: 3 clusters Score -387127.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -387129.281250 Penalty: 817.184204
	Iteration 38Q: 3 clusters Score -387129.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -387136.593750 Penalty: 817.184204
	Iteration 39Q: 3 clusters Score -387136.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -387142.406250 Penalty: 817.184204
	Iteration 40F: 3 clusters Score -387142.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -387149.250000 Penalty: 817.184204
	Iteration 41Q: 3 clusters Score -387149.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -387155.937500 Penalty: 817.184204
	Iteration 42Q: 3 clusters Score -387155.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -387162.062500 Penalty: 817.184204
	Iteration 43Q: 3 clusters Score -387162.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -387168.125000 Penalty: 817.184204
	Iteration 44Q: 3 clusters Score -387168.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -387172.125000 Penalty: 817.184204
	Iteration 45Q: 3 clusters Score -387172.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -387174.093750 Penalty: 817.184204
	Iteration 46Q: 3 clusters Score -387174.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -387177.093750 Penalty: 817.184204
	Iteration 47Q: 3 clusters Score -387177.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -387181.031250 Penalty: 817.184204
	Iteration 48Q: 3 clusters Score -387181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -387184.031250 Penalty: 817.184204
	Iteration 49Q: 3 clusters Score -387184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -387186.968750 Penalty: 817.184204
	Iteration 50Q: 3 clusters Score -387187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -387188.562500 Penalty: 817.184204
	Iteration 51Q: 3 clusters Score -387188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -387189.937500 Penalty: 817.184204
	Iteration 52Q: 3 clusters Score -387189.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -387189.625000 Penalty: 817.184204
	Iteration 53Q: 3 clusters Score -387189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -387190.343750 Penalty: 817.184204
	Iteration 54Q: 3 clusters Score -387190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -387190.500000 Penalty: 817.184204
	Iteration 55Q: 3 clusters Score -387190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -387192.000000 Penalty: 817.184204
	Iteration 56Q: 3 clusters Score -387192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -387193.093750 Penalty: 817.184204
	Iteration 57Q: 3 clusters Score -387193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -387194.062500 Penalty: 817.184204
	Iteration 58Q: 3 clusters Score -387194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -387193.781250 Penalty: 817.184204
	Iteration 59Q: 3 clusters Score -387193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -387193.968750 Penalty: 817.184204
	Iteration 60F: 3 clusters Score -387194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -387193.875000 Penalty: 817.184204
	Iteration 61Q: 3 clusters Score -387193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -387195.281250 Penalty: 817.184204
	Iteration 62Q: 3 clusters Score -387195.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -387197.093750 Penalty: 817.184204
	Iteration 63Q: 3 clusters Score -387197.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -387197.625000 Penalty: 817.184204
	Iteration 64Q: 3 clusters Score -387197.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -387197.531250 Penalty: 817.184204
	Iteration 65Q: 3 clusters Score -387197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -387197.937500 Penalty: 817.184204
	Iteration 66Q: 3 clusters Score -387197.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -387198.937500 Penalty: 817.184204
	Iteration 67Q: 3 clusters Score -387198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -387199.125000 Penalty: 817.184204
	Iteration 68Q: 3 clusters Score -387199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -387199.093750 Penalty: 817.184204
	Iteration 69Q: 3 clusters Score -387199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -387199.875000 Penalty: 817.184204
	Iteration 70Q: 3 clusters Score -387199.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -387199.812500 Penalty: 817.184204
	Iteration 71Q: 3 clusters Score -387199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -387199.687500 Penalty: 817.184204
	Iteration 72Q: 3 clusters Score -387199.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -387199.687500 Penalty: 817.184204
	Iteration 73F: 3 clusters Score -387199.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 151139 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 162473 members 
Mstep: Class 29 contains 162719 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Mstep: Class 39 contains 1095 members 
Entering Unmasked Estep 
Score: -90623688.000000 Penalty: 25714.867188
Splitting cluster 16 changes total score from -90577224.000000 to -90623688.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 17 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -83245.882812 Penalty: 347.141785
	Iteration 0F: 2 clusters Score -83245.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -81773.687500 Penalty: 694.283569
	Iteration 0F: 3 clusters Score -81773.69 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -82303.406250 Penalty: 694.283569
	Iteration 1F: 3 clusters Score -82303.41 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -82463.335938 Penalty: 694.283569
	Iteration 2F: 3 clusters Score -82463.34 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -82653.031250 Penalty: 694.283569
	Iteration 3F: 3 clusters Score -82653.03 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -82839.937500 Penalty: 694.283569
	Iteration 4F: 3 clusters Score -82839.94 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -82938.210938 Penalty: 694.283569
	Iteration 5F: 3 clusters Score -82938.21 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -82982.750000 Penalty: 694.283569
	Iteration 6Q: 3 clusters Score -82982.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -82995.648438 Penalty: 694.283569
	Iteration 7Q: 3 clusters Score -82995.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -83000.562500 Penalty: 694.283569
	Iteration 8Q: 3 clusters Score -83000.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -83006.257812 Penalty: 694.283569
	Iteration 9Q: 3 clusters Score -83006.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -83011.109375 Penalty: 694.283569
	Iteration 10Q: 3 clusters Score -83011.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -83015.414062 Penalty: 694.283569
	Iteration 11Q: 3 clusters Score -83015.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -83020.617188 Penalty: 694.283569
	Iteration 12Q: 3 clusters Score -83020.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -83028.984375 Penalty: 694.283569
	Iteration 13Q: 3 clusters Score -83028.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -83035.140625 Penalty: 694.283569
	Iteration 14Q: 3 clusters Score -83035.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -83038.984375 Penalty: 694.283569
	Iteration 15Q: 3 clusters Score -83038.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -83041.179688 Penalty: 694.283569
	Iteration 16Q: 3 clusters Score -83041.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -83043.140625 Penalty: 694.283569
	Iteration 17Q: 3 clusters Score -83043.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -83044.984375 Penalty: 694.283569
	Iteration 18Q: 3 clusters Score -83044.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -83050.007812 Penalty: 694.283569
	Iteration 19Q: 3 clusters Score -83050.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -83052.351562 Penalty: 694.283569
	Iteration 20F: 3 clusters Score -83052.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -83053.773438 Penalty: 694.283569
	Iteration 21Q: 3 clusters Score -83053.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -83054.679688 Penalty: 694.283569
	Iteration 22Q: 3 clusters Score -83054.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -83055.093750 Penalty: 694.283569
	Iteration 23Q: 3 clusters Score -83055.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -83055.289062 Penalty: 694.283569
	Iteration 24Q: 3 clusters Score -83055.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -83055.476562 Penalty: 694.283569
	Iteration 25Q: 3 clusters Score -83055.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -83055.531250 Penalty: 694.283569
	Iteration 26Q: 3 clusters Score -83055.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -83055.531250 Penalty: 694.283569
	Iteration 27F: 3 clusters Score -83055.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -9641.599609 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -9641.6 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 168 members 
Entering Unmasked Estep 
Score: -9289.509766 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -9289.51 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9435.622070 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -9435.622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9524.465820 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -9524.466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9640.365234 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -9640.365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9722.198242 Penalty: 533.590454
	Iteration 4F: 3 clusters Score -9722.198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9787.596680 Penalty: 533.590454
	Iteration 5F: 3 clusters Score -9787.597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9806.184570 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -9806.185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9827.656250 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -9827.656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9841.164062 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -9841.164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9844.435547 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -9844.436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9844.435547 Penalty: 533.590454
	Iteration 10F: 3 clusters Score -9844.436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 151139 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 162473 members 
Mstep: Class 29 contains 162719 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 108 members 
Entering Unmasked Estep 
Score: -90623336.000000 Penalty: 26374.222656
Splitting cluster 18 changes total score from -90577224.000000 to -90623336.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 19 (136713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136713 members 
Entering Unmasked Estep 
Score: -6490603.500000 Penalty: 538.066589
	Iteration 0F: 2 clusters Score -6490604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -6397841.000000 Penalty: 1076.133179
	Iteration 0F: 3 clusters Score -6397841 nChanged 67257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -6437605.500000 Penalty: 1076.133179
	Iteration 1F: 3 clusters Score -6437606 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 70427 members 
Entering Unmasked Estep 
Score: -6439043.000000 Penalty: 1076.133179
	Iteration 2Q: 3 clusters Score -6439043 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -6441405.500000 Penalty: 1076.133179
	Iteration 3Q: 3 clusters Score -6441406 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -6445703.000000 Penalty: 1076.133179
	Iteration 4F: 3 clusters Score -6445703 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 74091 members 
Entering Unmasked Estep 
Score: -6453447.500000 Penalty: 1076.133179
	Iteration 5F: 3 clusters Score -6453448 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -6462736.500000 Penalty: 1076.133179
	Iteration 6F: 3 clusters Score -6462736 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -6467865.000000 Penalty: 1076.133179
	Iteration 7F: 3 clusters Score -6467865 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -6469544.000000 Penalty: 1076.133179
	Iteration 8Q: 3 clusters Score -6469544 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -6470616.500000 Penalty: 1076.133179
	Iteration 9Q: 3 clusters Score -6470616 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -6471716.000000 Penalty: 1076.133179
	Iteration 10Q: 3 clusters Score -6471716 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -6472989.500000 Penalty: 1076.133179
	Iteration 11Q: 3 clusters Score -6472990 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -6474489.000000 Penalty: 1076.133179
	Iteration 12Q: 3 clusters Score -6474489 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 83347 members 
Entering Unmasked Estep 
Score: -6476004.500000 Penalty: 1076.133179
	Iteration 13Q: 3 clusters Score -6476004 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -6477713.000000 Penalty: 1076.133179
	Iteration 14Q: 3 clusters Score -6477713 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 86250 members 
Entering Unmasked Estep 
Score: -6479552.000000 Penalty: 1076.133179
	Iteration 15Q: 3 clusters Score -6479552 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -6481505.000000 Penalty: 1076.133179
	Iteration 16Q: 3 clusters Score -6481505 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -6483417.000000 Penalty: 1076.133179
	Iteration 17Q: 3 clusters Score -6483417 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -6485202.500000 Penalty: 1076.133179
	Iteration 18Q: 3 clusters Score -6485202 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 90474 members 
Entering Unmasked Estep 
Score: -6486256.500000 Penalty: 1076.133179
	Iteration 19Q: 3 clusters Score -6486256 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 90706 members 
Entering Unmasked Estep 
Score: -6487060.500000 Penalty: 1076.133179
	Iteration 20F: 3 clusters Score -6487060 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -6487536.500000 Penalty: 1076.133179
	Iteration 21Q: 3 clusters Score -6487536 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -6487873.500000 Penalty: 1076.133179
	Iteration 22Q: 3 clusters Score -6487874 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -6488118.500000 Penalty: 1076.133179
	Iteration 23Q: 3 clusters Score -6488118 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -6488234.500000 Penalty: 1076.133179
	Iteration 24Q: 3 clusters Score -6488234 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -6488294.000000 Penalty: 1076.133179
	Iteration 25Q: 3 clusters Score -6488294 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -6488338.000000 Penalty: 1076.133179
	Iteration 26Q: 3 clusters Score -6488338 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -6488358.000000 Penalty: 1076.133179
	Iteration 27Q: 3 clusters Score -6488358 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -6488389.500000 Penalty: 1076.133179
	Iteration 28Q: 3 clusters Score -6488390 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -6488411.500000 Penalty: 1076.133179
	Iteration 29Q: 3 clusters Score -6488412 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 88623 members 
Entering Unmasked Estep 
Score: -6488450.000000 Penalty: 1076.133179
	Iteration 30Q: 3 clusters Score -6488450 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -6488467.500000 Penalty: 1076.133179
	Iteration 31Q: 3 clusters Score -6488468 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -6488485.000000 Penalty: 1076.133179
	Iteration 32Q: 3 clusters Score -6488485 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -6488478.500000 Penalty: 1076.133179
	Iteration 33Q: 3 clusters Score -6488478 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -6488486.500000 Penalty: 1076.133179
	Iteration 34Q: 3 clusters Score -6488486 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -6488496.000000 Penalty: 1076.133179
	Iteration 35Q: 3 clusters Score -6488496 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -6488525.500000 Penalty: 1076.133179
	Iteration 36Q: 3 clusters Score -6488526 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -6488546.000000 Penalty: 1076.133179
	Iteration 37Q: 3 clusters Score -6488546 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -6488574.500000 Penalty: 1076.133179
	Iteration 38Q: 3 clusters Score -6488574 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -6488580.500000 Penalty: 1076.133179
	Iteration 39Q: 3 clusters Score -6488580 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 86130 members 
Entering Unmasked Estep 
Score: -6488585.500000 Penalty: 1076.133179
	Iteration 40F: 3 clusters Score -6488586 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -6488587.500000 Penalty: 1076.133179
	Iteration 41Q: 3 clusters Score -6488588 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 85675 members 
Entering Unmasked Estep 
Score: -6488582.000000 Penalty: 1076.133179
	Iteration 42Q: 3 clusters Score -6488582 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 85457 members 
Entering Unmasked Estep 
Score: -6488591.000000 Penalty: 1076.133179
	Iteration 43Q: 3 clusters Score -6488591 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 85261 members 
Entering Unmasked Estep 
Score: -6488588.000000 Penalty: 1076.133179
	Iteration 44Q: 3 clusters Score -6488588 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -6488589.500000 Penalty: 1076.133179
	Iteration 45Q: 3 clusters Score -6488590 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -6488608.500000 Penalty: 1076.133179
	Iteration 46Q: 3 clusters Score -6488608 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -6488612.500000 Penalty: 1076.133179
	Iteration 47Q: 3 clusters Score -6488612 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 84570 members 
Entering Unmasked Estep 
Score: -6488604.500000 Penalty: 1076.133179
	Iteration 48Q: 3 clusters Score -6488604 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
Score: -6488612.000000 Penalty: 1076.133179
	Iteration 49Q: 3 clusters Score -6488612 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -6488639.500000 Penalty: 1076.133179
	Iteration 50Q: 3 clusters Score -6488640 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -6488644.500000 Penalty: 1076.133179
	Iteration 51Q: 3 clusters Score -6488644 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 83895 members 
Entering Unmasked Estep 
Score: -6488651.000000 Penalty: 1076.133179
	Iteration 52Q: 3 clusters Score -6488651 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -6488652.000000 Penalty: 1076.133179
	Iteration 53Q: 3 clusters Score -6488652 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6488668 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6488676 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6488666 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 82909 members 
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	Iteration 57Q: 3 clusters Score -6488679 nChanged 202
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Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6488675 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6488660 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6488666 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 82090 members 
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	Iteration 61Q: 3 clusters Score -6488659 nChanged 198
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Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 81892 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6488640 nChanged 186
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Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6488656 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6488668 nChanged 174
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Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6488673 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6488674 nChanged 155
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Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6488686 nChanged 172
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Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6488684 nChanged 180
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Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 80669 members 
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	Iteration 69Q: 3 clusters Score -6488699 nChanged 161
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Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 80508 members 
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	Iteration 70Q: 3 clusters Score -6488692 nChanged 191
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Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6488690 nChanged 186
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Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6488706 nChanged 191
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Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6488743 nChanged 197
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Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 79363 members 
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	Iteration 76Q: 3 clusters Score -6488766 nChanged 181
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Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 79182 members 
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	Iteration 77Q: 3 clusters Score -6488768 nChanged 202
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Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 78980 members 
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Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 78779 members 
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	Iteration 79Q: 3 clusters Score -6488778 nChanged 203
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Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6488788 nChanged 208
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Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6488774 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 78174 members 
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	Iteration 82Q: 3 clusters Score -6488762 nChanged 179
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Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 77995 members 
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Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 77822 members 
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Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 77650 members 
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Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6488748 nChanged 151
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Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 77342 members 
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Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 77204 members 
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Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 77051 members 
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Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 76884 members 
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	Iteration 90Q: 3 clusters Score -6488782 nChanged 167
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Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 76717 members 
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	Iteration 91Q: 3 clusters Score -6488792 nChanged 185
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Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 76532 members 
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Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 76357 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6488793 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 76171 members 
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	Iteration 94Q: 3 clusters Score -6488818 nChanged 205
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Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6488826 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 75772 members 
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	Iteration 96Q: 3 clusters Score -6488812 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61146 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6488832 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 75365 members 
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	Iteration 98Q: 3 clusters Score -6488860 nChanged 185
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Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 75180 members 
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	Iteration 99Q: 3 clusters Score -6488880 nChanged 167
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Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 75013 members 
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	Iteration 100F: 3 clusters Score -6488888 nChanged 158
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Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 74855 members 
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Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 74721 members 
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	Iteration 102Q: 3 clusters Score -6488906 nChanged 130
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Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 74591 members 
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Mstep: Class 1 contains 62271 members 
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	Iteration 104Q: 3 clusters Score -6488892 nChanged 139
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Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 74303 members 
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	Iteration 105Q: 3 clusters Score -6488924 nChanged 148
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Mstep: Class 1 contains 62558 members 
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	Iteration 106Q: 3 clusters Score -6488920 nChanged 146
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Mstep: Class 1 contains 62704 members 
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	Iteration 107Q: 3 clusters Score -6488930 nChanged 137
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Mstep: Class 1 contains 62841 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6488949 nChanged 127
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Mstep: Class 1 contains 62968 members 
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	Iteration 109Q: 3 clusters Score -6488939 nChanged 126
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Mstep: Class 1 contains 63094 members 
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Mstep: Class 1 contains 63202 members 
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Mstep: Class 1 contains 63317 members 
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Mstep: Class 1 contains 63425 members 
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	Iteration 113Q: 3 clusters Score -6488940 nChanged 110
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	Iteration 114Q: 3 clusters Score -6488937 nChanged 100
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Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 73078 members 
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	Iteration 115Q: 3 clusters Score -6488947 nChanged 97
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Mstep: Class 1 contains 63732 members 
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	Iteration 116Q: 3 clusters Score -6488958 nChanged 92
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Mstep: Class 1 contains 63824 members 
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	Iteration 117Q: 3 clusters Score -6488951 nChanged 83
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Mstep: Class 1 contains 63907 members 
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	Iteration 118Q: 3 clusters Score -6488958 nChanged 74
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Mstep: Class 1 contains 63981 members 
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	Iteration 119Q: 3 clusters Score -6488948 nChanged 70
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Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 72662 members 
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	Iteration 120F: 3 clusters Score -6488936 nChanged 71
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Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 72591 members 
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	Iteration 121Q: 3 clusters Score -6488921 nChanged 78
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Mstep: Class 1 contains 64200 members 
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	Iteration 122Q: 3 clusters Score -6488922 nChanged 77
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Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 72436 members 
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	Iteration 123Q: 3 clusters Score -6488922 nChanged 81
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Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 72355 members 
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	Iteration 124Q: 3 clusters Score -6488924 nChanged 84
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Mstep: Class 1 contains 64442 members 
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	Iteration 125Q: 3 clusters Score -6488922 nChanged 75
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	Iteration 126Q: 3 clusters Score -6488921 nChanged 52
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Mstep: Class 2 contains 72144 members 
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	Iteration 127Q: 3 clusters Score -6488929 nChanged 43
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Mstep: Class 1 contains 64612 members 
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	Iteration 128Q: 3 clusters Score -6488929 nChanged 48
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	Iteration 129Q: 3 clusters Score -6488914 nChanged 46
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	Iteration 130Q: 3 clusters Score -6488914 nChanged 30
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Mstep: Class 2 contains 71977 members 
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	Iteration 131Q: 3 clusters Score -6488916 nChanged 38
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Mstep: Class 2 contains 71939 members 
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	Iteration 132Q: 3 clusters Score -6488916 nChanged 28
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	Iteration 134Q: 3 clusters Score -6488924 nChanged 42
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	Iteration 135Q: 3 clusters Score -6488922 nChanged 47
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Mstep: Class 1 contains 64920 members 
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	Iteration 136Q: 3 clusters Score -6488929 nChanged 45
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	Iteration 137Q: 3 clusters Score -6488936 nChanged 47
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Mstep: Class 1 contains 65012 members 
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	Iteration 138Q: 3 clusters Score -6488936 nChanged 42
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	Iteration 139Q: 3 clusters Score -6488942 nChanged 43
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Mstep: Class 1 contains 65097 members 
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	Iteration 140F: 3 clusters Score -6488938 nChanged 44
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	Iteration 141Q: 3 clusters Score -6488942 nChanged 64
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	Iteration 142Q: 3 clusters Score -6488934 nChanged 65
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Mstep: Class 1 contains 65270 members 
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	Iteration 143Q: 3 clusters Score -6488940 nChanged 77
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Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 71366 members 
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	Iteration 144Q: 3 clusters Score -6488945 nChanged 93
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	Iteration 145Q: 3 clusters Score -6488934 nChanged 87
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Mstep: Class 1 contains 65527 members 
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	Iteration 146Q: 3 clusters Score -6488942 nChanged 95
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Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 71091 members 
Entering Unmasked Estep 
Score: -6488959.500000 Penalty: 1076.133179
	Iteration 147Q: 3 clusters Score -6488960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -6488945.000000 Penalty: 1076.133179
	Iteration 148Q: 3 clusters Score -6488945 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 70958 members 
Entering Unmasked Estep 
Score: -6488944.500000 Penalty: 1076.133179
	Iteration 149Q: 3 clusters Score -6488944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -6488937.500000 Penalty: 1076.133179
	Iteration 150Q: 3 clusters Score -6488938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -6488933.000000 Penalty: 1076.133179
	Iteration 151Q: 3 clusters Score -6488933 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -6488936.500000 Penalty: 1076.133179
	Iteration 152Q: 3 clusters Score -6488936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -6488933.000000 Penalty: 1076.133179
	Iteration 153Q: 3 clusters Score -6488933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -6488917.000000 Penalty: 1076.133179
	Iteration 154Q: 3 clusters Score -6488917 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -6488922.500000 Penalty: 1076.133179
	Iteration 155Q: 3 clusters Score -6488922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -6488921.000000 Penalty: 1076.133179
	Iteration 156Q: 3 clusters Score -6488921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -6488919.000000 Penalty: 1076.133179
	Iteration 157Q: 3 clusters Score -6488919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -6488924.500000 Penalty: 1076.133179
	Iteration 158Q: 3 clusters Score -6488924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 70389 members 
Entering Unmasked Estep 
Score: -6488917.500000 Penalty: 1076.133179
	Iteration 159Q: 3 clusters Score -6488918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -6488921.000000 Penalty: 1076.133179
	Iteration 160F: 3 clusters Score -6488921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66396 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -6488920.000000 Penalty: 1076.133179
	Iteration 161Q: 3 clusters Score -6488920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -6488923.000000 Penalty: 1076.133179
	Iteration 162Q: 3 clusters Score -6488923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -6488922.500000 Penalty: 1076.133179
	Iteration 163Q: 3 clusters Score -6488922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -6488925.000000 Penalty: 1076.133179
	Iteration 164Q: 3 clusters Score -6488925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -6488934.500000 Penalty: 1076.133179
	Iteration 165Q: 3 clusters Score -6488934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -6488928.000000 Penalty: 1076.133179
	Iteration 166Q: 3 clusters Score -6488928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -6488936.000000 Penalty: 1076.133179
	Iteration 167Q: 3 clusters Score -6488936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -6488934.500000 Penalty: 1076.133179
	Iteration 168Q: 3 clusters Score -6488934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -6488946.000000 Penalty: 1076.133179
	Iteration 169Q: 3 clusters Score -6488946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -6488945.500000 Penalty: 1076.133179
	Iteration 170Q: 3 clusters Score -6488946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66549 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -6488944.000000 Penalty: 1076.133179
	Iteration 171Q: 3 clusters Score -6488944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 70162 members 
Entering Unmasked Estep 
Score: -6488943.000000 Penalty: 1076.133179
	Iteration 172Q: 3 clusters Score -6488943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -6488943.500000 Penalty: 1076.133179
	Iteration 173Q: 3 clusters Score -6488944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -6488942.000000 Penalty: 1076.133179
	Iteration 174Q: 3 clusters Score -6488942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -6488945.500000 Penalty: 1076.133179
	Iteration 175Q: 3 clusters Score -6488946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -6488940.500000 Penalty: 1076.133179
	Iteration 176Q: 3 clusters Score -6488940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -6488939.000000 Penalty: 1076.133179
	Iteration 177Q: 3 clusters Score -6488939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -6488940.500000 Penalty: 1076.133179
	Iteration 178Q: 3 clusters Score -6488940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -6488940.500000 Penalty: 1076.133179
	Iteration 179F: 3 clusters Score -6488940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (169561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169561 members 
Entering Unmasked Estep 
Score: -8169018.500000 Penalty: 547.864014
	Iteration 0F: 2 clusters Score -8169018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84789 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -8055788.000000 Penalty: 1095.728027
	Iteration 0F: 3 clusters Score -8055788 nChanged 83539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79622 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -8108590.500000 Penalty: 1095.728027
	Iteration 1F: 3 clusters Score -8108590 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -8110691.500000 Penalty: 1095.728027
	Iteration 2Q: 3 clusters Score -8110692 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -8113177.000000 Penalty: 1095.728027
	Iteration 3Q: 3 clusters Score -8113177 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 98600 members 
Entering Unmasked Estep 
Score: -8116463.500000 Penalty: 1095.728027
	Iteration 4Q: 3 clusters Score -8116464 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -8121475.000000 Penalty: 1095.728027
	Iteration 5F: 3 clusters Score -8121475 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 107434 members 
Entering Unmasked Estep 
Score: -8129231.000000 Penalty: 1095.728027
	Iteration 6F: 3 clusters Score -8129231 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 112039 members 
Entering Unmasked Estep 
Score: -8138378.000000 Penalty: 1095.728027
	Iteration 7F: 3 clusters Score -8138378 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 115771 members 
Entering Unmasked Estep 
Score: -8145965.500000 Penalty: 1095.728027
	Iteration 8F: 3 clusters Score -8145966 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 118589 members 
Entering Unmasked Estep 
Score: -8150472.500000 Penalty: 1095.728027
	Iteration 9Q: 3 clusters Score -8150472 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 121122 members 
Entering Unmasked Estep 
Score: -8153459.500000 Penalty: 1095.728027
	Iteration 10Q: 3 clusters Score -8153460 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 123459 members 
Entering Unmasked Estep 
Score: -8156057.000000 Penalty: 1095.728027
	Iteration 11Q: 3 clusters Score -8156057 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 125469 members 
Entering Unmasked Estep 
Score: -8158612.000000 Penalty: 1095.728027
	Iteration 12Q: 3 clusters Score -8158612 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 127047 members 
Entering Unmasked Estep 
Score: -8160969.500000 Penalty: 1095.728027
	Iteration 13Q: 3 clusters Score -8160970 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 128094 members 
Entering Unmasked Estep 
Score: -8162604.000000 Penalty: 1095.728027
	Iteration 14Q: 3 clusters Score -8162604 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 128831 members 
Entering Unmasked Estep 
Score: -8163718.500000 Penalty: 1095.728027
	Iteration 15Q: 3 clusters Score -8163718 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 129212 members 
Entering Unmasked Estep 
Score: -8164299.000000 Penalty: 1095.728027
	Iteration 16Q: 3 clusters Score -8164299 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 129363 members 
Entering Unmasked Estep 
Score: -8164646.500000 Penalty: 1095.728027
	Iteration 17Q: 3 clusters Score -8164646 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 129407 members 
Entering Unmasked Estep 
Score: -8164784.000000 Penalty: 1095.728027
	Iteration 18Q: 3 clusters Score -8164784 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 129362 members 
Entering Unmasked Estep 
Score: -8164859.500000 Penalty: 1095.728027
	Iteration 19Q: 3 clusters Score -8164860 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 129300 members 
Entering Unmasked Estep 
Score: -8164918.500000 Penalty: 1095.728027
	Iteration 20F: 3 clusters Score -8164918 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 129168 members 
Entering Unmasked Estep 
Score: -8164901.000000 Penalty: 1095.728027
	Iteration 21Q: 3 clusters Score -8164901 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 128991 members 
Entering Unmasked Estep 
Score: -8164886.000000 Penalty: 1095.728027
	Iteration 22Q: 3 clusters Score -8164886 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 128779 members 
Entering Unmasked Estep 
Score: -8164829.500000 Penalty: 1095.728027
	Iteration 23Q: 3 clusters Score -8164830 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 128551 members 
Entering Unmasked Estep 
Score: -8164812.500000 Penalty: 1095.728027
	Iteration 24Q: 3 clusters Score -8164812 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 128327 members 
Entering Unmasked Estep 
Score: -8164778.000000 Penalty: 1095.728027
	Iteration 25Q: 3 clusters Score -8164778 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 128087 members 
Entering Unmasked Estep 
Score: -8164761.500000 Penalty: 1095.728027
	Iteration 26Q: 3 clusters Score -8164762 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -8164685.000000 Penalty: 1095.728027
	Iteration 27Q: 3 clusters Score -8164685 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 127559 members 
Entering Unmasked Estep 
Score: -8164691.000000 Penalty: 1095.728027
	Iteration 28Q: 3 clusters Score -8164691 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 127272 members 
Entering Unmasked Estep 
Score: -8164643.000000 Penalty: 1095.728027
	Iteration 29Q: 3 clusters Score -8164643 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 126984 members 
Entering Unmasked Estep 
Score: -8164614.000000 Penalty: 1095.728027
	Iteration 30Q: 3 clusters Score -8164614 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 126704 members 
Entering Unmasked Estep 
Score: -8164586.000000 Penalty: 1095.728027
	Iteration 31Q: 3 clusters Score -8164586 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 126452 members 
Entering Unmasked Estep 
Score: -8164554.000000 Penalty: 1095.728027
	Iteration 32Q: 3 clusters Score -8164554 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 126202 members 
Entering Unmasked Estep 
Score: -8164485.500000 Penalty: 1095.728027
	Iteration 33Q: 3 clusters Score -8164486 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 125949 members 
Entering Unmasked Estep 
Score: -8164454.000000 Penalty: 1095.728027
	Iteration 34Q: 3 clusters Score -8164454 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 125718 members 
Entering Unmasked Estep 
Score: -8164421.500000 Penalty: 1095.728027
	Iteration 35Q: 3 clusters Score -8164422 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 125509 members 
Entering Unmasked Estep 
Score: -8164432.000000 Penalty: 1095.728027
	Iteration 36Q: 3 clusters Score -8164432 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 125287 members 
Entering Unmasked Estep 
Score: -8164402.000000 Penalty: 1095.728027
	Iteration 37Q: 3 clusters Score -8164402 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 125090 members 
Entering Unmasked Estep 
Score: -8164381.500000 Penalty: 1095.728027
	Iteration 38Q: 3 clusters Score -8164382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 124922 members 
Entering Unmasked Estep 
Score: -8164388.500000 Penalty: 1095.728027
	Iteration 39Q: 3 clusters Score -8164388 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 124768 members 
Entering Unmasked Estep 
Score: -8164382.500000 Penalty: 1095.728027
	Iteration 40F: 3 clusters Score -8164382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 124600 members 
Entering Unmasked Estep 
Score: -8164342.000000 Penalty: 1095.728027
	Iteration 41Q: 3 clusters Score -8164342 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 124437 members 
Entering Unmasked Estep 
Score: -8164315.000000 Penalty: 1095.728027
	Iteration 42Q: 3 clusters Score -8164315 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -8164270.000000 Penalty: 1095.728027
	Iteration 43Q: 3 clusters Score -8164270 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 124092 members 
Entering Unmasked Estep 
Score: -8164244.500000 Penalty: 1095.728027
	Iteration 44Q: 3 clusters Score -8164244 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 123928 members 
Entering Unmasked Estep 
Score: -8164224.500000 Penalty: 1095.728027
	Iteration 45Q: 3 clusters Score -8164224 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 123762 members 
Entering Unmasked Estep 
Score: -8164178.500000 Penalty: 1095.728027
	Iteration 46Q: 3 clusters Score -8164178 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 123588 members 
Entering Unmasked Estep 
Score: -8164154.500000 Penalty: 1095.728027
	Iteration 47Q: 3 clusters Score -8164154 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 123394 members 
Entering Unmasked Estep 
Score: -8164125.500000 Penalty: 1095.728027
	Iteration 48Q: 3 clusters Score -8164126 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 123195 members 
Entering Unmasked Estep 
Score: -8164091.500000 Penalty: 1095.728027
	Iteration 49Q: 3 clusters Score -8164092 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 123001 members 
Entering Unmasked Estep 
Score: -8164067.500000 Penalty: 1095.728027
	Iteration 50Q: 3 clusters Score -8164068 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -8164068.500000 Penalty: 1095.728027
	Iteration 51Q: 3 clusters Score -8164068 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 122635 members 
Entering Unmasked Estep 
Score: -8164047.500000 Penalty: 1095.728027
	Iteration 52Q: 3 clusters Score -8164048 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 122460 members 
Entering Unmasked Estep 
Score: -8164040.000000 Penalty: 1095.728027
	Iteration 53Q: 3 clusters Score -8164040 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 122309 members 
Entering Unmasked Estep 
Score: -8164035.500000 Penalty: 1095.728027
	Iteration 54Q: 3 clusters Score -8164036 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 122174 members 
Entering Unmasked Estep 
Score: -8164031.500000 Penalty: 1095.728027
	Iteration 55Q: 3 clusters Score -8164032 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 122012 members 
Entering Unmasked Estep 
Score: -8163995.000000 Penalty: 1095.728027
	Iteration 56Q: 3 clusters Score -8163995 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 121869 members 
Entering Unmasked Estep 
Score: -8163965.500000 Penalty: 1095.728027
	Iteration 57Q: 3 clusters Score -8163966 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 121728 members 
Entering Unmasked Estep 
Score: -8163938.500000 Penalty: 1095.728027
	Iteration 58Q: 3 clusters Score -8163938 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 121602 members 
Entering Unmasked Estep 
Score: -8163930.000000 Penalty: 1095.728027
	Iteration 59Q: 3 clusters Score -8163930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 121479 members 
Entering Unmasked Estep 
Score: -8163904.000000 Penalty: 1095.728027
	Iteration 60F: 3 clusters Score -8163904 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -8163892.500000 Penalty: 1095.728027
	Iteration 61Q: 3 clusters Score -8163892 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 121191 members 
Entering Unmasked Estep 
Score: -8163861.500000 Penalty: 1095.728027
	Iteration 62Q: 3 clusters Score -8163862 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 121048 members 
Entering Unmasked Estep 
Score: -8163837.000000 Penalty: 1095.728027
	Iteration 63Q: 3 clusters Score -8163837 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 120917 members 
Entering Unmasked Estep 
Score: -8163822.500000 Penalty: 1095.728027
	Iteration 64Q: 3 clusters Score -8163822 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 120785 members 
Entering Unmasked Estep 
Score: -8163809.000000 Penalty: 1095.728027
	Iteration 65Q: 3 clusters Score -8163809 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 120641 members 
Entering Unmasked Estep 
Score: -8163790.500000 Penalty: 1095.728027
	Iteration 66Q: 3 clusters Score -8163790 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 120501 members 
Entering Unmasked Estep 
Score: -8163750.000000 Penalty: 1095.728027
	Iteration 67Q: 3 clusters Score -8163750 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
Score: -8163735.000000 Penalty: 1095.728027
	Iteration 68Q: 3 clusters Score -8163735 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 120219 members 
Entering Unmasked Estep 
Score: -8163728.500000 Penalty: 1095.728027
	Iteration 69Q: 3 clusters Score -8163728 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 120062 members 
Entering Unmasked Estep 
Score: -8163709.500000 Penalty: 1095.728027
	Iteration 70Q: 3 clusters Score -8163710 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 119913 members 
Entering Unmasked Estep 
Score: -8163701.000000 Penalty: 1095.728027
	Iteration 71Q: 3 clusters Score -8163701 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 119770 members 
Entering Unmasked Estep 
Score: -8163687.000000 Penalty: 1095.728027
	Iteration 72Q: 3 clusters Score -8163687 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 119633 members 
Entering Unmasked Estep 
Score: -8163675.500000 Penalty: 1095.728027
	Iteration 73Q: 3 clusters Score -8163676 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 119469 members 
Entering Unmasked Estep 
Score: -8163680.000000 Penalty: 1095.728027
	Iteration 74Q: 3 clusters Score -8163680 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 119296 members 
Entering Unmasked Estep 
Score: -8163647.000000 Penalty: 1095.728027
	Iteration 75Q: 3 clusters Score -8163647 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 119129 members 
Entering Unmasked Estep 
Score: -8163633.500000 Penalty: 1095.728027
	Iteration 76Q: 3 clusters Score -8163634 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 118979 members 
Entering Unmasked Estep 
Score: -8163629.500000 Penalty: 1095.728027
	Iteration 77Q: 3 clusters Score -8163630 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 118823 members 
Entering Unmasked Estep 
Score: -8163605.500000 Penalty: 1095.728027
	Iteration 78Q: 3 clusters Score -8163606 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 118676 members 
Entering Unmasked Estep 
Score: -8163603.500000 Penalty: 1095.728027
	Iteration 79Q: 3 clusters Score -8163604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 118561 members 
Entering Unmasked Estep 
Score: -8163591.000000 Penalty: 1095.728027
	Iteration 80F: 3 clusters Score -8163591 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 118440 members 
Entering Unmasked Estep 
Score: -8163588.500000 Penalty: 1095.728027
	Iteration 81Q: 3 clusters Score -8163588 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -8163589.000000 Penalty: 1095.728027
	Iteration 82Q: 3 clusters Score -8163589 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 118244 members 
Entering Unmasked Estep 
Score: -8163562.500000 Penalty: 1095.728027
	Iteration 83Q: 3 clusters Score -8163562 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 118162 members 
Entering Unmasked Estep 
Score: -8163561.000000 Penalty: 1095.728027
	Iteration 84Q: 3 clusters Score -8163561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 118083 members 
Entering Unmasked Estep 
Score: -8163543.500000 Penalty: 1095.728027
	Iteration 85Q: 3 clusters Score -8163544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 118017 members 
Entering Unmasked Estep 
Score: -8163528.000000 Penalty: 1095.728027
	Iteration 86Q: 3 clusters Score -8163528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 117959 members 
Entering Unmasked Estep 
Score: -8163515.000000 Penalty: 1095.728027
	Iteration 87Q: 3 clusters Score -8163515 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 117908 members 
Entering Unmasked Estep 
Score: -8163512.500000 Penalty: 1095.728027
	Iteration 88Q: 3 clusters Score -8163512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 117867 members 
Entering Unmasked Estep 
Score: -8163510.000000 Penalty: 1095.728027
	Iteration 89Q: 3 clusters Score -8163510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 117830 members 
Entering Unmasked Estep 
Score: -8163503.000000 Penalty: 1095.728027
	Iteration 90Q: 3 clusters Score -8163503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 117796 members 
Entering Unmasked Estep 
Score: -8163498.500000 Penalty: 1095.728027
	Iteration 91Q: 3 clusters Score -8163498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 117752 members 
Entering Unmasked Estep 
Score: -8163495.000000 Penalty: 1095.728027
	Iteration 92Q: 3 clusters Score -8163495 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -8163482.000000 Penalty: 1095.728027
	Iteration 93Q: 3 clusters Score -8163482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 117653 members 
Entering Unmasked Estep 
Score: -8163453.500000 Penalty: 1095.728027
	Iteration 94Q: 3 clusters Score -8163454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 117587 members 
Entering Unmasked Estep 
Score: -8163462.500000 Penalty: 1095.728027
	Iteration 95Q: 3 clusters Score -8163462 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 117508 members 
Entering Unmasked Estep 
Score: -8163447.500000 Penalty: 1095.728027
	Iteration 96Q: 3 clusters Score -8163448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 117443 members 
Entering Unmasked Estep 
Score: -8163448.500000 Penalty: 1095.728027
	Iteration 97Q: 3 clusters Score -8163448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 117369 members 
Entering Unmasked Estep 
Score: -8163446.000000 Penalty: 1095.728027
	Iteration 98Q: 3 clusters Score -8163446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 117269 members 
Entering Unmasked Estep 
Score: -8163434.500000 Penalty: 1095.728027
	Iteration 99Q: 3 clusters Score -8163434 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 117167 members 
Entering Unmasked Estep 
Score: -8163421.500000 Penalty: 1095.728027
	Iteration 100F: 3 clusters Score -8163422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 117073 members 
Entering Unmasked Estep 
Score: -8163412.000000 Penalty: 1095.728027
	Iteration 101Q: 3 clusters Score -8163412 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 116947 members 
Entering Unmasked Estep 
Score: -8163410.000000 Penalty: 1095.728027
	Iteration 102Q: 3 clusters Score -8163410 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 116809 members 
Entering Unmasked Estep 
Score: -8163401.000000 Penalty: 1095.728027
	Iteration 103Q: 3 clusters Score -8163401 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 116667 members 
Entering Unmasked Estep 
Score: -8163397.500000 Penalty: 1095.728027
	Iteration 104Q: 3 clusters Score -8163398 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 116549 members 
Entering Unmasked Estep 
Score: -8163373.500000 Penalty: 1095.728027
	Iteration 105Q: 3 clusters Score -8163374 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -8163355.500000 Penalty: 1095.728027
	Iteration 106Q: 3 clusters Score -8163356 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 116305 members 
Entering Unmasked Estep 
Score: -8163351.000000 Penalty: 1095.728027
	Iteration 107Q: 3 clusters Score -8163351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 116170 members 
Entering Unmasked Estep 
Score: -8163317.500000 Penalty: 1095.728027
	Iteration 108Q: 3 clusters Score -8163318 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -8163306.000000 Penalty: 1095.728027
	Iteration 109Q: 3 clusters Score -8163306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 115917 members 
Entering Unmasked Estep 
Score: -8163289.000000 Penalty: 1095.728027
	Iteration 110Q: 3 clusters Score -8163289 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 115801 members 
Entering Unmasked Estep 
Score: -8163279.000000 Penalty: 1095.728027
	Iteration 111Q: 3 clusters Score -8163279 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -8163280.500000 Penalty: 1095.728027
	Iteration 112Q: 3 clusters Score -8163280 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 115572 members 
Entering Unmasked Estep 
Score: -8163299.000000 Penalty: 1095.728027
	Iteration 113Q: 3 clusters Score -8163299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 115457 members 
Entering Unmasked Estep 
Score: -8163272.500000 Penalty: 1095.728027
	Iteration 114Q: 3 clusters Score -8163272 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 115366 members 
Entering Unmasked Estep 
Score: -8163255.000000 Penalty: 1095.728027
	Iteration 115Q: 3 clusters Score -8163255 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 115273 members 
Entering Unmasked Estep 
Score: -8163254.500000 Penalty: 1095.728027
	Iteration 116Q: 3 clusters Score -8163254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 115164 members 
Entering Unmasked Estep 
Score: -8163243.000000 Penalty: 1095.728027
	Iteration 117Q: 3 clusters Score -8163243 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -8163249.500000 Penalty: 1095.728027
	Iteration 118Q: 3 clusters Score -8163250 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 114960 members 
Entering Unmasked Estep 
Score: -8163257.000000 Penalty: 1095.728027
	Iteration 119Q: 3 clusters Score -8163257 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 114839 members 
Entering Unmasked Estep 
Score: -8163244.500000 Penalty: 1095.728027
	Iteration 120F: 3 clusters Score -8163244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 114720 members 
Entering Unmasked Estep 
Score: -8163233.000000 Penalty: 1095.728027
	Iteration 121Q: 3 clusters Score -8163233 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 114620 members 
Entering Unmasked Estep 
Score: -8163213.500000 Penalty: 1095.728027
	Iteration 122Q: 3 clusters Score -8163214 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 114530 members 
Entering Unmasked Estep 
Score: -8163201.500000 Penalty: 1095.728027
	Iteration 123Q: 3 clusters Score -8163202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 114456 members 
Entering Unmasked Estep 
Score: -8163193.000000 Penalty: 1095.728027
	Iteration 124Q: 3 clusters Score -8163193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -8163167.000000 Penalty: 1095.728027
	Iteration 125Q: 3 clusters Score -8163167 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 114336 members 
Entering Unmasked Estep 
Score: -8163158.000000 Penalty: 1095.728027
	Iteration 126Q: 3 clusters Score -8163158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 114294 members 
Entering Unmasked Estep 
Score: -8163148.500000 Penalty: 1095.728027
	Iteration 127Q: 3 clusters Score -8163148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 114255 members 
Entering Unmasked Estep 
Score: -8163140.500000 Penalty: 1095.728027
	Iteration 128Q: 3 clusters Score -8163140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 114215 members 
Entering Unmasked Estep 
Score: -8163129.000000 Penalty: 1095.728027
	Iteration 129Q: 3 clusters Score -8163129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 114178 members 
Entering Unmasked Estep 
Score: -8163128.000000 Penalty: 1095.728027
	Iteration 130Q: 3 clusters Score -8163128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 114147 members 
Entering Unmasked Estep 
Score: -8163116.500000 Penalty: 1095.728027
	Iteration 131Q: 3 clusters Score -8163116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 114110 members 
Entering Unmasked Estep 
Score: -8163122.000000 Penalty: 1095.728027
	Iteration 132Q: 3 clusters Score -8163122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 114083 members 
Entering Unmasked Estep 
Score: -8163118.500000 Penalty: 1095.728027
	Iteration 133Q: 3 clusters Score -8163118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 114068 members 
Entering Unmasked Estep 
Score: -8163115.500000 Penalty: 1095.728027
	Iteration 134Q: 3 clusters Score -8163116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -8163115.500000 Penalty: 1095.728027
	Iteration 135Q: 3 clusters Score -8163116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 114040 members 
Entering Unmasked Estep 
Score: -8163109.000000 Penalty: 1095.728027
	Iteration 136Q: 3 clusters Score -8163109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 114031 members 
Entering Unmasked Estep 
Score: -8163103.500000 Penalty: 1095.728027
	Iteration 137Q: 3 clusters Score -8163104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -8163114.000000 Penalty: 1095.728027
	Iteration 138Q: 3 clusters Score -8163114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -8163118.500000 Penalty: 1095.728027
	Iteration 139Q: 3 clusters Score -8163118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 114009 members 
Entering Unmasked Estep 
Score: -8163117.000000 Penalty: 1095.728027
	Iteration 140F: 3 clusters Score -8163117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 114004 members 
Entering Unmasked Estep 
Score: -8163113.000000 Penalty: 1095.728027
	Iteration 141Q: 3 clusters Score -8163113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 113999 members 
Entering Unmasked Estep 
Score: -8163111.500000 Penalty: 1095.728027
	Iteration 142Q: 3 clusters Score -8163112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 113998 members 
Entering Unmasked Estep 
Score: -8163112.500000 Penalty: 1095.728027
	Iteration 143Q: 3 clusters Score -8163112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 113998 members 
Entering Unmasked Estep 
Score: -8163112.500000 Penalty: 1095.728027
	Iteration 144F: 3 clusters Score -8163112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (151139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151139 members 
Entering Unmasked Estep 
Score: -7552184.500000 Penalty: 542.630920
	Iteration 0F: 2 clusters Score -7552184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75553 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -7462007.000000 Penalty: 1085.261841
	Iteration 0F: 3 clusters Score -7462007 nChanged 74211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -7509392.000000 Penalty: 1085.261841
	Iteration 1F: 3 clusters Score -7509392 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -7515166.000000 Penalty: 1085.261841
	Iteration 2F: 3 clusters Score -7515166 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -7524911.000000 Penalty: 1085.261841
	Iteration 3F: 3 clusters Score -7524911 nChanged 12527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -7536386.500000 Penalty: 1085.261841
	Iteration 4F: 3 clusters Score -7536386 nChanged 11564
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 77868 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -7543432 nChanged 7540
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Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7545818 nChanged 4609
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Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7546906 nChanged 3796
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Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 84781 members 
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	Iteration 8Q: 3 clusters Score -7547817 nChanged 3626
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Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 87787 members 
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	Iteration 9Q: 3 clusters Score -7548770 nChanged 3499
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Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 90888 members 
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	Iteration 10Q: 3 clusters Score -7549649 nChanged 3282
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Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7550522 nChanged 3096
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Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7551376 nChanged 2856
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Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 99426 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7552076 nChanged 2597
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Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 101883 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7552799 nChanged 2103
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Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 103704 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7553302 nChanged 1773
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Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 105175 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7553730 nChanged 1526
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Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 106357 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7554073 nChanged 1363
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Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 107338 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7554356 nChanged 1243
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Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 108171 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7554554 nChanged 1119
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Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 108852 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7554682 nChanged 1059
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Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 109431 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7554820 nChanged 986
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Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 109921 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7554904 nChanged 919
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Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 110324 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7554963 nChanged 879
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Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7555022 nChanged 876
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Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7555078 nChanged 804
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Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 111091 members 
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	Iteration 26Q: 3 clusters Score -7555211 nChanged 779
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Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 111224 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7555298 nChanged 771
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Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 111307 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7555380 nChanged 780
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Mstep: Class 2 contains 111389 members 
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	Iteration 29Q: 3 clusters Score -7555444 nChanged 803
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Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7555508 nChanged 813
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	Iteration 31Q: 3 clusters Score -7555648 nChanged 851
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	Iteration 32Q: 3 clusters Score -7555737 nChanged 865
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Mstep: Class 1 contains 40094 members 
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	Iteration 33Q: 3 clusters Score -7555862 nChanged 899
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Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 110772 members 
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	Iteration 34Q: 3 clusters Score -7555973 nChanged 1018
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	Iteration 35Q: 3 clusters Score -7556158 nChanged 1035
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	Iteration 36Q: 3 clusters Score -7556404 nChanged 1221
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	Iteration 37Q: 3 clusters Score -7556748 nChanged 1387
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	Iteration 38Q: 3 clusters Score -7557255 nChanged 1327
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	Iteration 39Q: 3 clusters Score -7557506 nChanged 1023
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	Iteration 40F: 3 clusters Score -7558036 nChanged 1413
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	Iteration 41Q: 3 clusters Score -7558698 nChanged 1449
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	Iteration 42Q: 3 clusters Score -7559052 nChanged 1296
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	Iteration 43Q: 3 clusters Score -7559368 nChanged 1118
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	Iteration 44Q: 3 clusters Score -7559532 nChanged 918
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	Iteration 45Q: 3 clusters Score -7559654 nChanged 781
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	Iteration 46Q: 3 clusters Score -7559693 nChanged 720
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	Iteration 48Q: 3 clusters Score -7559788 nChanged 563
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	Iteration 50Q: 3 clusters Score -7559714 nChanged 435
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	Iteration 51Q: 3 clusters Score -7559721 nChanged 359
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	Iteration 52Q: 3 clusters Score -7559665 nChanged 360
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	Iteration 53Q: 3 clusters Score -7559650 nChanged 289
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	Iteration 54Q: 3 clusters Score -7559572 nChanged 227
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	Iteration 55Q: 3 clusters Score -7559562 nChanged 188
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	Iteration 56Q: 3 clusters Score -7559561 nChanged 160
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	Iteration 57Q: 3 clusters Score -7559556 nChanged 140
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	Iteration 58Q: 3 clusters Score -7559546 nChanged 139
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	Iteration 59Q: 3 clusters Score -7559534 nChanged 97
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	Iteration 60F: 3 clusters Score -7559578 nChanged 134
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	Iteration 61Q: 3 clusters Score -7559574 nChanged 150
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	Iteration 62Q: 3 clusters Score -7559545 nChanged 163
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	Iteration 63Q: 3 clusters Score -7559544 nChanged 157
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	Iteration 64Q: 3 clusters Score -7559544 nChanged 164
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	Iteration 65Q: 3 clusters Score -7559510 nChanged 148
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	Iteration 66Q: 3 clusters Score -7559517 nChanged 160
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	Iteration 67Q: 3 clusters Score -7559517 nChanged 119
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	Iteration 68Q: 3 clusters Score -7559520 nChanged 117
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	Iteration 69Q: 3 clusters Score -7559518 nChanged 96
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	Iteration 70Q: 3 clusters Score -7559518 nChanged 95
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	Iteration 71Q: 3 clusters Score -7559505 nChanged 94
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	Iteration 72Q: 3 clusters Score -7559515 nChanged 89
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	Iteration 73Q: 3 clusters Score -7559514 nChanged 83
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	Iteration 74Q: 3 clusters Score -7559514 nChanged 81
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	Iteration 75Q: 3 clusters Score -7559504 nChanged 77
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	Iteration 76Q: 3 clusters Score -7559514 nChanged 61
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	Iteration 77Q: 3 clusters Score -7559520 nChanged 56
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	Iteration 78Q: 3 clusters Score -7559515 nChanged 40
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	Iteration 79Q: 3 clusters Score -7559523 nChanged 45
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	Iteration 80F: 3 clusters Score -7559517 nChanged 41
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	Iteration 81Q: 3 clusters Score -7559530 nChanged 29
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	Iteration 82Q: 3 clusters Score -7559522 nChanged 43
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	Iteration 83Q: 3 clusters Score -7559542 nChanged 54
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	Iteration 84Q: 3 clusters Score -7559540 nChanged 79
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	Iteration 85Q: 3 clusters Score -7559533 nChanged 77
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	Iteration 86Q: 3 clusters Score -7559551 nChanged 69
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	Iteration 87Q: 3 clusters Score -7559554 nChanged 63
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	Iteration 88Q: 3 clusters Score -7559558 nChanged 54
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	Iteration 89Q: 3 clusters Score -7559562 nChanged 34
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	Iteration 90Q: 3 clusters Score -7559566 nChanged 31
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	Iteration 91Q: 3 clusters Score -7559568 nChanged 22
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	Iteration 92Q: 3 clusters Score -7559576 nChanged 16
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	Iteration 93Q: 3 clusters Score -7559568 nChanged 19
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	Iteration 94Q: 3 clusters Score -7559575 nChanged 11
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	Iteration 95Q: 3 clusters Score -7559567 nChanged 12
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	Iteration 96Q: 3 clusters Score -7559564 nChanged 12
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Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -7559571.000000 Penalty: 1085.261841
	Iteration 97Q: 3 clusters Score -7559571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 96802 members 
Entering Unmasked Estep 
Score: -7559574.000000 Penalty: 1085.261841
	Iteration 98Q: 3 clusters Score -7559574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 96796 members 
Entering Unmasked Estep 
Score: -7559571.000000 Penalty: 1085.261841
	Iteration 99Q: 3 clusters Score -7559571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -7559574.500000 Penalty: 1085.261841
	Iteration 100F: 3 clusters Score -7559574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 96788 members 
Entering Unmasked Estep 
Score: -7559578.500000 Penalty: 1085.261841
	Iteration 101Q: 3 clusters Score -7559578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 96788 members 
Entering Unmasked Estep 
Score: -7559578.500000 Penalty: 1085.261841
	Iteration 102F: 3 clusters Score -7559578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 54351 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 162473 members 
Mstep: Class 29 contains 162719 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 108 members 
Mstep: Class 41 contains 96788 members 
Entering Unmasked Estep 
Score: -90628312.000000 Penalty: 27033.578125
Splitting cluster 21 changes total score from -90577224.000000 to -90628312.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 22 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -126344.515625 Penalty: 359.630432
	Iteration 0F: 2 clusters Score -126344.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -124509.445312 Penalty: 719.260864
	Iteration 0F: 3 clusters Score -124509.4 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -126104.085938 Penalty: 719.260864
	Iteration 1F: 3 clusters Score -126104.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -126565.187500 Penalty: 719.260864
	Iteration 2F: 3 clusters Score -126565.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -126866.179688 Penalty: 719.260864
	Iteration 3F: 3 clusters Score -126866.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -127037.929688 Penalty: 719.260864
	Iteration 4F: 3 clusters Score -127037.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -127228.382812 Penalty: 719.260864
	Iteration 5F: 3 clusters Score -127228.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -127397.820312 Penalty: 719.260864
	Iteration 6F: 3 clusters Score -127397.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -127487.515625 Penalty: 719.260864
	Iteration 7Q: 3 clusters Score -127487.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -127525.664062 Penalty: 719.260864
	Iteration 8Q: 3 clusters Score -127525.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -127539.695312 Penalty: 719.260864
	Iteration 9Q: 3 clusters Score -127539.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -127545.046875 Penalty: 719.260864
	Iteration 10Q: 3 clusters Score -127545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -127548.898438 Penalty: 719.260864
	Iteration 11Q: 3 clusters Score -127548.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -127551.875000 Penalty: 719.260864
	Iteration 12Q: 3 clusters Score -127551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -127553.843750 Penalty: 719.260864
	Iteration 13Q: 3 clusters Score -127553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -127554.171875 Penalty: 719.260864
	Iteration 14Q: 3 clusters Score -127554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -127554.679688 Penalty: 719.260864
	Iteration 15Q: 3 clusters Score -127554.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -127554.968750 Penalty: 719.260864
	Iteration 16Q: 3 clusters Score -127555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -127555.171875 Penalty: 719.260864
	Iteration 17Q: 3 clusters Score -127555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -127555.578125 Penalty: 719.260864
	Iteration 18Q: 3 clusters Score -127555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -127555.656250 Penalty: 719.260864
	Iteration 19Q: 3 clusters Score -127555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -127555.640625 Penalty: 719.260864
	Iteration 20F: 3 clusters Score -127555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 54351 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 162473 members 
Mstep: Class 29 contains 162719 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 108 members 
Mstep: Class 41 contains 96788 members 
Mstep: Class 42 contains 1341 members 
Entering Unmasked Estep 
Score: -90629128.000000 Penalty: 27692.933594
Splitting cluster 22 changes total score from -90577224.000000 to -90629128.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 23 (97469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Entering Unmasked Estep 
Score: -4681124.500000 Penalty: 522.671692
	Iteration 0F: 2 clusters Score -4681124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -4615236.000000 Penalty: 1045.343384
	Iteration 0F: 3 clusters Score -4615236 nChanged 47611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -4644180.000000 Penalty: 1045.343384
	Iteration 1F: 3 clusters Score -4644180 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -4645908.500000 Penalty: 1045.343384
	Iteration 2Q: 3 clusters Score -4645908 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -4649099.500000 Penalty: 1045.343384
	Iteration 3F: 3 clusters Score -4649100 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -4654323.500000 Penalty: 1045.343384
	Iteration 4F: 3 clusters Score -4654324 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -4661267.500000 Penalty: 1045.343384
	Iteration 5F: 3 clusters Score -4661268 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -4667574.000000 Penalty: 1045.343384
	Iteration 6F: 3 clusters Score -4667574 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -4671432.000000 Penalty: 1045.343384
	Iteration 7Q: 3 clusters Score -4671432 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
Score: -4673339.500000 Penalty: 1045.343384
	Iteration 8Q: 3 clusters Score -4673340 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -4674582.000000 Penalty: 1045.343384
	Iteration 9Q: 3 clusters Score -4674582 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 87281 members 
Entering Unmasked Estep 
Score: -4675674.000000 Penalty: 1045.343384
	Iteration 10Q: 3 clusters Score -4675674 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -4676598.000000 Penalty: 1045.343384
	Iteration 11Q: 3 clusters Score -4676598 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -4677446.000000 Penalty: 1045.343384
	Iteration 12Q: 3 clusters Score -4677446 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -4678157.500000 Penalty: 1045.343384
	Iteration 13Q: 3 clusters Score -4678158 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -4678721.500000 Penalty: 1045.343384
	Iteration 14Q: 3 clusters Score -4678722 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -4679135.500000 Penalty: 1045.343384
	Iteration 15Q: 3 clusters Score -4679136 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -4679470.000000 Penalty: 1045.343384
	Iteration 16Q: 3 clusters Score -4679470 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -4679752.000000 Penalty: 1045.343384
	Iteration 17Q: 3 clusters Score -4679752 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
Score: -4679925.000000 Penalty: 1045.343384
	Iteration 18Q: 3 clusters Score -4679925 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -4680100.500000 Penalty: 1045.343384
	Iteration 19Q: 3 clusters Score -4680100 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -4680240.500000 Penalty: 1045.343384
	Iteration 20F: 3 clusters Score -4680240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -4680311.000000 Penalty: 1045.343384
	Iteration 21Q: 3 clusters Score -4680311 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 95520 members 
Entering Unmasked Estep 
Score: -4680366.000000 Penalty: 1045.343384
	Iteration 22Q: 3 clusters Score -4680366 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 95678 members 
Entering Unmasked Estep 
Score: -4680402.000000 Penalty: 1045.343384
	Iteration 23Q: 3 clusters Score -4680402 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -4680451.500000 Penalty: 1045.343384
	Iteration 24Q: 3 clusters Score -4680452 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 95921 members 
Entering Unmasked Estep 
Score: -4680479.000000 Penalty: 1045.343384
	Iteration 25Q: 3 clusters Score -4680479 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -4680507.000000 Penalty: 1045.343384
	Iteration 26Q: 3 clusters Score -4680507 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -4680525.500000 Penalty: 1045.343384
	Iteration 27Q: 3 clusters Score -4680526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 96159 members 
Entering Unmasked Estep 
Score: -4680538.500000 Penalty: 1045.343384
	Iteration 28Q: 3 clusters Score -4680538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 96210 members 
Entering Unmasked Estep 
Score: -4680559.000000 Penalty: 1045.343384
	Iteration 29Q: 3 clusters Score -4680559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -4680570.500000 Penalty: 1045.343384
	Iteration 30Q: 3 clusters Score -4680570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 96291 members 
Entering Unmasked Estep 
Score: -4680585.000000 Penalty: 1045.343384
	Iteration 31Q: 3 clusters Score -4680585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 96329 members 
Entering Unmasked Estep 
Score: -4680595.000000 Penalty: 1045.343384
	Iteration 32Q: 3 clusters Score -4680595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -4680604.500000 Penalty: 1045.343384
	Iteration 33Q: 3 clusters Score -4680604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -4680605.000000 Penalty: 1045.343384
	Iteration 34Q: 3 clusters Score -4680605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -4680608.500000 Penalty: 1045.343384
	Iteration 35Q: 3 clusters Score -4680608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -4680618.000000 Penalty: 1045.343384
	Iteration 36Q: 3 clusters Score -4680618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -4680621.000000 Penalty: 1045.343384
	Iteration 37Q: 3 clusters Score -4680621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -4680625.500000 Penalty: 1045.343384
	Iteration 38Q: 3 clusters Score -4680626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 96505 members 
Entering Unmasked Estep 
Score: -4680627.000000 Penalty: 1045.343384
	Iteration 39Q: 3 clusters Score -4680627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -4680630.500000 Penalty: 1045.343384
	Iteration 40F: 3 clusters Score -4680630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -4680626.500000 Penalty: 1045.343384
	Iteration 41Q: 3 clusters Score -4680626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -4680629.500000 Penalty: 1045.343384
	Iteration 42Q: 3 clusters Score -4680630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -4680631.000000 Penalty: 1045.343384
	Iteration 43Q: 3 clusters Score -4680631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -4680633.000000 Penalty: 1045.343384
	Iteration 44Q: 3 clusters Score -4680633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 96546 members 
Entering Unmasked Estep 
Score: -4680635.000000 Penalty: 1045.343384
	Iteration 45Q: 3 clusters Score -4680635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 96547 members 
Entering Unmasked Estep 
Score: -4680636.500000 Penalty: 1045.343384
	Iteration 46Q: 3 clusters Score -4680636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 96547 members 
Entering Unmasked Estep 
Score: -4680636.500000 Penalty: 1045.343384
	Iteration 47F: 3 clusters Score -4680636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -50705.937500 Penalty: 319.459320
	Iteration 0F: 2 clusters Score -50705.94 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 557 members 
Entering Unmasked Estep 
Score: -49818.500000 Penalty: 638.918640
	Iteration 0F: 3 clusters Score -49818.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -50110.625000 Penalty: 638.918640
	Iteration 1F: 3 clusters Score -50110.62 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -50187.175781 Penalty: 638.918640
	Iteration 2F: 3 clusters Score -50187.18 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -50253.089844 Penalty: 638.918640
	Iteration 3F: 3 clusters Score -50253.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -50314.515625 Penalty: 638.918640
	Iteration 4F: 3 clusters Score -50314.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -50367.109375 Penalty: 638.918640
	Iteration 5F: 3 clusters Score -50367.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -50408.523438 Penalty: 638.918640
	Iteration 6Q: 3 clusters Score -50408.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -50443.839844 Penalty: 638.918640
	Iteration 7Q: 3 clusters Score -50443.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50475.695312 Penalty: 638.918640
	Iteration 8Q: 3 clusters Score -50475.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50491.761719 Penalty: 638.918640
	Iteration 9Q: 3 clusters Score -50491.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50512.304688 Penalty: 638.918640
	Iteration 10Q: 3 clusters Score -50512.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -50532.859375 Penalty: 638.918640
	Iteration 11Q: 3 clusters Score -50532.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50549.453125 Penalty: 638.918640
	Iteration 12Q: 3 clusters Score -50549.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50556.031250 Penalty: 638.918640
	Iteration 13Q: 3 clusters Score -50556.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50562.480469 Penalty: 638.918640
	Iteration 14Q: 3 clusters Score -50562.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -50567.828125 Penalty: 638.918640
	Iteration 15Q: 3 clusters Score -50567.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50571.292969 Penalty: 638.918640
	Iteration 16Q: 3 clusters Score -50571.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50572.652344 Penalty: 638.918640
	Iteration 17Q: 3 clusters Score -50572.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -50573.328125 Penalty: 638.918640
	Iteration 18Q: 3 clusters Score -50573.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -50573.718750 Penalty: 638.918640
	Iteration 19Q: 3 clusters Score -50573.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -50574.074219 Penalty: 638.918640
	Iteration 20F: 3 clusters Score -50574.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -50574.199219 Penalty: 638.918640
	Iteration 21Q: 3 clusters Score -50574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -50574.199219 Penalty: 638.918640
	Iteration 22F: 3 clusters Score -50574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -8247.885742 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -8247.886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7937.458984 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -7937.459 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8090.000000 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -8090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8107.514648 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -8107.515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8118.201660 Penalty: 529.357117
	Iteration 3Q: 3 clusters Score -8118.202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8131.752930 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -8131.753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8143.341797 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -8143.342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8144.979492 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -8144.979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8145.762207 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -8145.762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8145.762207 Penalty: 529.357117
	Iteration 8F: 3 clusters Score -8145.762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -221121.421875 Penalty: 382.096893
	Iteration 0F: 2 clusters Score -221121.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -218048.968750 Penalty: 764.193787
	Iteration 0F: 3 clusters Score -218049 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -219252.000000 Penalty: 764.193787
	Iteration 1F: 3 clusters Score -219252 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -219471.875000 Penalty: 764.193787
	Iteration 2F: 3 clusters Score -219471.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -219687.640625 Penalty: 764.193787
	Iteration 3F: 3 clusters Score -219687.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -219921.984375 Penalty: 764.193787
	Iteration 4F: 3 clusters Score -219922 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -220160.953125 Penalty: 764.193787
	Iteration 5F: 3 clusters Score -220161 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -220419.109375 Penalty: 764.193787
	Iteration 6F: 3 clusters Score -220419.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -220620.843750 Penalty: 764.193787
	Iteration 7F: 3 clusters Score -220620.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -220731.250000 Penalty: 764.193787
	Iteration 8Q: 3 clusters Score -220731.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -220773.562500 Penalty: 764.193787
	Iteration 9Q: 3 clusters Score -220773.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -220798.468750 Penalty: 764.193787
	Iteration 10Q: 3 clusters Score -220798.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -220815.218750 Penalty: 764.193787
	Iteration 11Q: 3 clusters Score -220815.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -220828.062500 Penalty: 764.193787
	Iteration 12Q: 3 clusters Score -220828.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -220842.312500 Penalty: 764.193787
	Iteration 13Q: 3 clusters Score -220842.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -220853.031250 Penalty: 764.193787
	Iteration 14Q: 3 clusters Score -220853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -220865.515625 Penalty: 764.193787
	Iteration 15Q: 3 clusters Score -220865.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -220874.640625 Penalty: 764.193787
	Iteration 16Q: 3 clusters Score -220874.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -220880.515625 Penalty: 764.193787
	Iteration 17Q: 3 clusters Score -220880.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -220885.421875 Penalty: 764.193787
	Iteration 18Q: 3 clusters Score -220885.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -220889.890625 Penalty: 764.193787
	Iteration 19Q: 3 clusters Score -220889.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -220892.203125 Penalty: 764.193787
	Iteration 20F: 3 clusters Score -220892.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -220893.140625 Penalty: 764.193787
	Iteration 21Q: 3 clusters Score -220893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -220893.359375 Penalty: 764.193787
	Iteration 22Q: 3 clusters Score -220893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -220893.640625 Penalty: 764.193787
	Iteration 23Q: 3 clusters Score -220893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -220893.546875 Penalty: 764.193787
	Iteration 24Q: 3 clusters Score -220893.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -220894.468750 Penalty: 764.193787
	Iteration 25Q: 3 clusters Score -220894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -220894.968750 Penalty: 764.193787
	Iteration 26Q: 3 clusters Score -220895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -220895.578125 Penalty: 764.193787
	Iteration 27Q: 3 clusters Score -220895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -220895.937500 Penalty: 764.193787
	Iteration 28Q: 3 clusters Score -220895.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -220895.828125 Penalty: 764.193787
	Iteration 29Q: 3 clusters Score -220895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -220896.203125 Penalty: 764.193787
	Iteration 30Q: 3 clusters Score -220896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -220896.203125 Penalty: 764.193787
	Iteration 31F: 3 clusters Score -220896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (162473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Entering Unmasked Estep 
Score: -8026992.000000 Penalty: 545.921143
	Iteration 0F: 2 clusters Score -8026992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -7917828.000000 Penalty: 1091.842285
	Iteration 0F: 3 clusters Score -7917828 nChanged 79847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 68214 members 
Entering Unmasked Estep 
Score: -7978976.000000 Penalty: 1091.842285
	Iteration 1F: 3 clusters Score -7978976 nChanged 16076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -7994170.000000 Penalty: 1091.842285
	Iteration 2F: 3 clusters Score -7994170 nChanged 16863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111046 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -8011228.500000 Penalty: 1091.842285
	Iteration 3F: 3 clusters Score -8011228 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115848 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -8022161.000000 Penalty: 1091.842285
	Iteration 4F: 3 clusters Score -8022161 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116937 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8025759.500000 Penalty: 1091.842285
	Iteration 5Q: 3 clusters Score -8025760 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -8027135.000000 Penalty: 1091.842285
	Iteration 6Q: 3 clusters Score -8027135 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115918 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -8027848.000000 Penalty: 1091.842285
	Iteration 7Q: 3 clusters Score -8027848 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114836 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -8028245.000000 Penalty: 1091.842285
	Iteration 8Q: 3 clusters Score -8028245 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113646 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -8028382.500000 Penalty: 1091.842285
	Iteration 9Q: 3 clusters Score -8028382 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112363 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -8028475.500000 Penalty: 1091.842285
	Iteration 10Q: 3 clusters Score -8028476 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111062 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -8028425.000000 Penalty: 1091.842285
	Iteration 11Q: 3 clusters Score -8028425 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109710 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -8028429.500000 Penalty: 1091.842285
	Iteration 12Q: 3 clusters Score -8028430 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -8028422.500000 Penalty: 1091.842285
	Iteration 13Q: 3 clusters Score -8028422 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107000 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -8028414.000000 Penalty: 1091.842285
	Iteration 14Q: 3 clusters Score -8028414 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -8028316.000000 Penalty: 1091.842285
	Iteration 15Q: 3 clusters Score -8028316 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104263 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -8028278.000000 Penalty: 1091.842285
	Iteration 16Q: 3 clusters Score -8028278 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -8028286.000000 Penalty: 1091.842285
	Iteration 17Q: 3 clusters Score -8028286 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101658 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -8028270.500000 Penalty: 1091.842285
	Iteration 18Q: 3 clusters Score -8028270 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -8028263.000000 Penalty: 1091.842285
	Iteration 19Q: 3 clusters Score -8028263 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99140 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -8028297.500000 Penalty: 1091.842285
	Iteration 20F: 3 clusters Score -8028298 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -8028348.000000 Penalty: 1091.842285
	Iteration 21Q: 3 clusters Score -8028348 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -8028376.000000 Penalty: 1091.842285
	Iteration 22Q: 3 clusters Score -8028376 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95616 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -8028378.000000 Penalty: 1091.842285
	Iteration 23Q: 3 clusters Score -8028378 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -8028459.500000 Penalty: 1091.842285
	Iteration 24Q: 3 clusters Score -8028460 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -8028483.000000 Penalty: 1091.842285
	Iteration 25Q: 3 clusters Score -8028483 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92695 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -8028523.500000 Penalty: 1091.842285
	Iteration 26Q: 3 clusters Score -8028524 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -8028512.000000 Penalty: 1091.842285
	Iteration 27Q: 3 clusters Score -8028512 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -8028489.000000 Penalty: 1091.842285
	Iteration 28Q: 3 clusters Score -8028489 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -8028493.500000 Penalty: 1091.842285
	Iteration 29Q: 3 clusters Score -8028494 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -8028526.000000 Penalty: 1091.842285
	Iteration 30Q: 3 clusters Score -8028526 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -8028505.500000 Penalty: 1091.842285
	Iteration 31Q: 3 clusters Score -8028506 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -8028463.000000 Penalty: 1091.842285
	Iteration 32Q: 3 clusters Score -8028463 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -8028468.500000 Penalty: 1091.842285
	Iteration 33Q: 3 clusters Score -8028468 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -8028456.500000 Penalty: 1091.842285
	Iteration 34Q: 3 clusters Score -8028456 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -8028465.000000 Penalty: 1091.842285
	Iteration 35Q: 3 clusters Score -8028465 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87536 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -8028426.500000 Penalty: 1091.842285
	Iteration 36Q: 3 clusters Score -8028426 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -8028405.500000 Penalty: 1091.842285
	Iteration 37Q: 3 clusters Score -8028406 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -8028393.000000 Penalty: 1091.842285
	Iteration 38Q: 3 clusters Score -8028393 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -8028400.500000 Penalty: 1091.842285
	Iteration 39Q: 3 clusters Score -8028400 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -8028395.500000 Penalty: 1091.842285
	Iteration 40F: 3 clusters Score -8028396 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86295 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -8028405.500000 Penalty: 1091.842285
	Iteration 41Q: 3 clusters Score -8028406 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 76396 members 
Entering Unmasked Estep 
Score: -8028388.500000 Penalty: 1091.842285
	Iteration 42Q: 3 clusters Score -8028388 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -8028379.500000 Penalty: 1091.842285
	Iteration 43Q: 3 clusters Score -8028380 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -8028366.500000 Penalty: 1091.842285
	Iteration 44Q: 3 clusters Score -8028366 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85550 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -8028350.500000 Penalty: 1091.842285
	Iteration 45Q: 3 clusters Score -8028350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85417 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -8028336.500000 Penalty: 1091.842285
	Iteration 46Q: 3 clusters Score -8028336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -8028351.000000 Penalty: 1091.842285
	Iteration 47Q: 3 clusters Score -8028351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -8028329.500000 Penalty: 1091.842285
	Iteration 48Q: 3 clusters Score -8028330 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -8028337.500000 Penalty: 1091.842285
	Iteration 49Q: 3 clusters Score -8028338 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -8028350.500000 Penalty: 1091.842285
	Iteration 50Q: 3 clusters Score -8028350 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 77429 members 
Entering Unmasked Estep 
Score: -8028351.000000 Penalty: 1091.842285
	Iteration 51Q: 3 clusters Score -8028351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84992 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -8028359.500000 Penalty: 1091.842285
	Iteration 52Q: 3 clusters Score -8028360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84950 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -8028352.000000 Penalty: 1091.842285
	Iteration 53Q: 3 clusters Score -8028352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84912 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -8028360.500000 Penalty: 1091.842285
	Iteration 54Q: 3 clusters Score -8028360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -8028365.500000 Penalty: 1091.842285
	Iteration 55Q: 3 clusters Score -8028366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -8028375.000000 Penalty: 1091.842285
	Iteration 56Q: 3 clusters Score -8028375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 77662 members 
Entering Unmasked Estep 
Score: -8028368.500000 Penalty: 1091.842285
	Iteration 57Q: 3 clusters Score -8028368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 77685 members 
Entering Unmasked Estep 
Score: -8028375.000000 Penalty: 1091.842285
	Iteration 58Q: 3 clusters Score -8028375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -8028382.000000 Penalty: 1091.842285
	Iteration 59Q: 3 clusters Score -8028382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -8028382.000000 Penalty: 1091.842285
	Iteration 60F: 3 clusters Score -8028382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 77777 members 
Entering Unmasked Estep 
Score: -8028386.500000 Penalty: 1091.842285
	Iteration 61Q: 3 clusters Score -8028386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 77802 members 
Entering Unmasked Estep 
Score: -8028386.000000 Penalty: 1091.842285
	Iteration 62Q: 3 clusters Score -8028386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -8028382.500000 Penalty: 1091.842285
	Iteration 63Q: 3 clusters Score -8028382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -8028381.000000 Penalty: 1091.842285
	Iteration 64Q: 3 clusters Score -8028381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -8028379.500000 Penalty: 1091.842285
	Iteration 65Q: 3 clusters Score -8028380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -8028388.000000 Penalty: 1091.842285
	Iteration 66Q: 3 clusters Score -8028388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84581 members 
Mstep: Class 2 contains 77892 members 
Entering Unmasked Estep 
Score: -8028379.500000 Penalty: 1091.842285
	Iteration 67Q: 3 clusters Score -8028380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84567 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -8028378.000000 Penalty: 1091.842285
	Iteration 68Q: 3 clusters Score -8028378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84558 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -8028378.000000 Penalty: 1091.842285
	Iteration 69Q: 3 clusters Score -8028378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84552 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -8028382.000000 Penalty: 1091.842285
	Iteration 70Q: 3 clusters Score -8028382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 77928 members 
Entering Unmasked Estep 
Score: -8028374.500000 Penalty: 1091.842285
	Iteration 71Q: 3 clusters Score -8028374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -8028373.500000 Penalty: 1091.842285
	Iteration 72Q: 3 clusters Score -8028374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -8028368.500000 Penalty: 1091.842285
	Iteration 73Q: 3 clusters Score -8028368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -8028371.000000 Penalty: 1091.842285
	Iteration 74Q: 3 clusters Score -8028371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -8028366.000000 Penalty: 1091.842285
	Iteration 75Q: 3 clusters Score -8028366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -8028370.500000 Penalty: 1091.842285
	Iteration 76Q: 3 clusters Score -8028370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -8028370.500000 Penalty: 1091.842285
	Iteration 77F: 3 clusters Score -8028370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 54351 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 84524 members 
Mstep: Class 29 contains 162719 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 108 members 
Mstep: Class 41 contains 96788 members 
Mstep: Class 42 contains 1341 members 
Mstep: Class 43 contains 77949 members 
Entering Unmasked Estep 
Score: -90631416.000000 Penalty: 28352.289062
Splitting cluster 28 changes total score from -90577224.000000 to -90631416.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 29 (162719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162719 members 
Entering Unmasked Estep 
Score: -8157507.000000 Penalty: 545.989990
	Iteration 0F: 2 clusters Score -8157507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -8061944.500000 Penalty: 1091.979980
	Iteration 0F: 3 clusters Score -8061944 nChanged 79744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75188 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -8113710.500000 Penalty: 1091.979980
	Iteration 1F: 3 clusters Score -8113710 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -8119231.000000 Penalty: 1091.979980
	Iteration 2F: 3 clusters Score -8119231 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 91045 members 
Entering Unmasked Estep 
Score: -8128526.500000 Penalty: 1091.979980
	Iteration 3F: 3 clusters Score -8128526 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -8139514.000000 Penalty: 1091.979980
	Iteration 4F: 3 clusters Score -8139514 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -8146100.000000 Penalty: 1091.979980
	Iteration 5F: 3 clusters Score -8146100 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 89858 members 
Entering Unmasked Estep 
Score: -8148507.500000 Penalty: 1091.979980
	Iteration 6Q: 3 clusters Score -8148508 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -8149664.500000 Penalty: 1091.979980
	Iteration 7Q: 3 clusters Score -8149664 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -8150740.000000 Penalty: 1091.979980
	Iteration 8Q: 3 clusters Score -8150740 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 85213 members 
Entering Unmasked Estep 
Score: -8151902.500000 Penalty: 1091.979980
	Iteration 9Q: 3 clusters Score -8151902 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -8153105.000000 Penalty: 1091.979980
	Iteration 10Q: 3 clusters Score -8153105 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -8154222.000000 Penalty: 1091.979980
	Iteration 11Q: 3 clusters Score -8154222 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -8155381.000000 Penalty: 1091.979980
	Iteration 12Q: 3 clusters Score -8155381 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -8156469.500000 Penalty: 1091.979980
	Iteration 13Q: 3 clusters Score -8156470 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -8157564.000000 Penalty: 1091.979980
	Iteration 14Q: 3 clusters Score -8157564 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -8158673.000000 Penalty: 1091.979980
	Iteration 15Q: 3 clusters Score -8158673 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -8159686.500000 Penalty: 1091.979980
	Iteration 16Q: 3 clusters Score -8159686 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92375 members 
Mstep: Class 2 contains 70344 members 
Entering Unmasked Estep 
Score: -8160614.500000 Penalty: 1091.979980
	Iteration 17Q: 3 clusters Score -8160614 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -8161485.500000 Penalty: 1091.979980
	Iteration 18Q: 3 clusters Score -8161486 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -8162249.000000 Penalty: 1091.979980
	Iteration 19Q: 3 clusters Score -8162249 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -8162982.500000 Penalty: 1091.979980
	Iteration 20F: 3 clusters Score -8162982 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -8163534.500000 Penalty: 1091.979980
	Iteration 21Q: 3 clusters Score -8163534 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -8163898.500000 Penalty: 1091.979980
	Iteration 22Q: 3 clusters Score -8163898 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -8164222.000000 Penalty: 1091.979980
	Iteration 23Q: 3 clusters Score -8164222 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -8164401.500000 Penalty: 1091.979980
	Iteration 24Q: 3 clusters Score -8164402 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -8164514.500000 Penalty: 1091.979980
	Iteration 25Q: 3 clusters Score -8164514 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -8164605.000000 Penalty: 1091.979980
	Iteration 26Q: 3 clusters Score -8164605 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -8164595.500000 Penalty: 1091.979980
	Iteration 27Q: 3 clusters Score -8164596 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105793 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -8164595.500000 Penalty: 1091.979980
	Iteration 28Q: 3 clusters Score -8164596 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106145 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -8164593.000000 Penalty: 1091.979980
	Iteration 29Q: 3 clusters Score -8164593 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -8164595.000000 Penalty: 1091.979980
	Iteration 30Q: 3 clusters Score -8164595 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106628 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -8164587.000000 Penalty: 1091.979980
	Iteration 31Q: 3 clusters Score -8164587 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -8164582.000000 Penalty: 1091.979980
	Iteration 32Q: 3 clusters Score -8164582 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106896 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -8164591.500000 Penalty: 1091.979980
	Iteration 33Q: 3 clusters Score -8164592 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -8164577.000000 Penalty: 1091.979980
	Iteration 34Q: 3 clusters Score -8164577 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106989 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -8164565.000000 Penalty: 1091.979980
	Iteration 35Q: 3 clusters Score -8164565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107007 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -8164573.000000 Penalty: 1091.979980
	Iteration 36Q: 3 clusters Score -8164573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -8164568.500000 Penalty: 1091.979980
	Iteration 37Q: 3 clusters Score -8164568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107055 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -8164572.000000 Penalty: 1091.979980
	Iteration 38Q: 3 clusters Score -8164572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107073 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -8164586.000000 Penalty: 1091.979980
	Iteration 39Q: 3 clusters Score -8164586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -8164580.500000 Penalty: 1091.979980
	Iteration 40F: 3 clusters Score -8164580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107077 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -8164582.000000 Penalty: 1091.979980
	Iteration 41Q: 3 clusters Score -8164582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107075 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -8164590.500000 Penalty: 1091.979980
	Iteration 42Q: 3 clusters Score -8164590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -8164585.000000 Penalty: 1091.979980
	Iteration 43Q: 3 clusters Score -8164585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107068 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -8164585.500000 Penalty: 1091.979980
	Iteration 44Q: 3 clusters Score -8164586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -8164582.500000 Penalty: 1091.979980
	Iteration 45Q: 3 clusters Score -8164582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -8164571.500000 Penalty: 1091.979980
	Iteration 46Q: 3 clusters Score -8164572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -8164574.500000 Penalty: 1091.979980
	Iteration 47Q: 3 clusters Score -8164574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -8164576.000000 Penalty: 1091.979980
	Iteration 48Q: 3 clusters Score -8164576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107056 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -8164574.500000 Penalty: 1091.979980
	Iteration 49Q: 3 clusters Score -8164574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107056 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -8164574.500000 Penalty: 1091.979980
	Iteration 50F: 3 clusters Score -8164574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 54351 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 84524 members 
Mstep: Class 29 contains 107056 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 11515 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 108 members 
Mstep: Class 41 contains 96788 members 
Mstep: Class 42 contains 1341 members 
Mstep: Class 43 contains 77949 members 
Mstep: Class 44 contains 55663 members 
Entering Unmasked Estep 
Score: -90637608.000000 Penalty: 29011.644531
Splitting cluster 29 changes total score from -90577224.000000 to -90637608.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 30 (18865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Entering Unmasked Estep 
Score: -889482.250000 Penalty: 447.950378
	Iteration 0F: 2 clusters Score -889482.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -876901.750000 Penalty: 895.900757
	Iteration 0F: 3 clusters Score -876901.8 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -882329.937500 Penalty: 895.900757
	Iteration 1F: 3 clusters Score -882329.9 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -882670.562500 Penalty: 895.900757
	Iteration 2Q: 3 clusters Score -882670.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -883047.437500 Penalty: 895.900757
	Iteration 3Q: 3 clusters Score -883047.4 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -883506.000000 Penalty: 895.900757
	Iteration 4F: 3 clusters Score -883506 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -884073.562500 Penalty: 895.900757
	Iteration 5F: 3 clusters Score -884073.6 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -884803.250000 Penalty: 895.900757
	Iteration 6F: 3 clusters Score -884803.2 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -885519.750000 Penalty: 895.900757
	Iteration 7F: 3 clusters Score -885519.8 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -886164.375000 Penalty: 895.900757
	Iteration 8Q: 3 clusters Score -886164.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -886679.875000 Penalty: 895.900757
	Iteration 9Q: 3 clusters Score -886679.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -887021.312500 Penalty: 895.900757
	Iteration 10Q: 3 clusters Score -887021.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -887253.625000 Penalty: 895.900757
	Iteration 11Q: 3 clusters Score -887253.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -887443.375000 Penalty: 895.900757
	Iteration 12Q: 3 clusters Score -887443.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -887611.312500 Penalty: 895.900757
	Iteration 13Q: 3 clusters Score -887611.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -887794.125000 Penalty: 895.900757
	Iteration 14Q: 3 clusters Score -887794.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -887985.187500 Penalty: 895.900757
	Iteration 15Q: 3 clusters Score -887985.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -888168.687500 Penalty: 895.900757
	Iteration 16Q: 3 clusters Score -888168.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -888307.625000 Penalty: 895.900757
	Iteration 17Q: 3 clusters Score -888307.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -888443.250000 Penalty: 895.900757
	Iteration 18Q: 3 clusters Score -888443.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -888560.062500 Penalty: 895.900757
	Iteration 19Q: 3 clusters Score -888560.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -888668.250000 Penalty: 895.900757
	Iteration 20F: 3 clusters Score -888668.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -888794.125000 Penalty: 895.900757
	Iteration 21Q: 3 clusters Score -888794.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -888895.937500 Penalty: 895.900757
	Iteration 22Q: 3 clusters Score -888895.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -888982.187500 Penalty: 895.900757
	Iteration 23Q: 3 clusters Score -888982.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -889049.562500 Penalty: 895.900757
	Iteration 24Q: 3 clusters Score -889049.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -889112.437500 Penalty: 895.900757
	Iteration 25Q: 3 clusters Score -889112.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -889170.875000 Penalty: 895.900757
	Iteration 26Q: 3 clusters Score -889170.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -889205.937500 Penalty: 895.900757
	Iteration 27Q: 3 clusters Score -889205.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -889222.062500 Penalty: 895.900757
	Iteration 28Q: 3 clusters Score -889222.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -889232.937500 Penalty: 895.900757
	Iteration 29Q: 3 clusters Score -889232.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -889239.312500 Penalty: 895.900757
	Iteration 30Q: 3 clusters Score -889239.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -889250.562500 Penalty: 895.900757
	Iteration 31Q: 3 clusters Score -889250.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -889261.437500 Penalty: 895.900757
	Iteration 32Q: 3 clusters Score -889261.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -889276.750000 Penalty: 895.900757
	Iteration 33Q: 3 clusters Score -889276.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -889303.125000 Penalty: 895.900757
	Iteration 34Q: 3 clusters Score -889303.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -889322.187500 Penalty: 895.900757
	Iteration 35Q: 3 clusters Score -889322.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -889330.250000 Penalty: 895.900757
	Iteration 36Q: 3 clusters Score -889330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -889340.687500 Penalty: 895.900757
	Iteration 37Q: 3 clusters Score -889340.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -889353.625000 Penalty: 895.900757
	Iteration 38Q: 3 clusters Score -889353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -889356.625000 Penalty: 895.900757
	Iteration 39Q: 3 clusters Score -889356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -889363.312500 Penalty: 895.900757
	Iteration 40F: 3 clusters Score -889363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -889368.687500 Penalty: 895.900757
	Iteration 41Q: 3 clusters Score -889368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -889369.500000 Penalty: 895.900757
	Iteration 42Q: 3 clusters Score -889369.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -889370.687500 Penalty: 895.900757
	Iteration 43Q: 3 clusters Score -889370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -889371.562500 Penalty: 895.900757
	Iteration 44Q: 3 clusters Score -889371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -889371.437500 Penalty: 895.900757
	Iteration 45Q: 3 clusters Score -889371.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -889372.062500 Penalty: 895.900757
	Iteration 46Q: 3 clusters Score -889372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -889372.062500 Penalty: 895.900757
	Iteration 47F: 3 clusters Score -889372.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -58432.308594 Penalty: 323.088776
	Iteration 0F: 2 clusters Score -58432.31 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 634 members 
Entering Unmasked Estep 
Score: -57456.011719 Penalty: 646.177551
	Iteration 0F: 3 clusters Score -57456.01 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -57750.300781 Penalty: 646.177551
	Iteration 1F: 3 clusters Score -57750.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -57814.464844 Penalty: 646.177551
	Iteration 2F: 3 clusters Score -57814.46 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -57879.242188 Penalty: 646.177551
	Iteration 3F: 3 clusters Score -57879.24 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -57941.636719 Penalty: 646.177551
	Iteration 4F: 3 clusters Score -57941.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -58000.609375 Penalty: 646.177551
	Iteration 5F: 3 clusters Score -58000.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -58053.609375 Penalty: 646.177551
	Iteration 6Q: 3 clusters Score -58053.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -58090.828125 Penalty: 646.177551
	Iteration 7Q: 3 clusters Score -58090.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -58116.003906 Penalty: 646.177551
	Iteration 8Q: 3 clusters Score -58116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -58134.386719 Penalty: 646.177551
	Iteration 9Q: 3 clusters Score -58134.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -58147.046875 Penalty: 646.177551
	Iteration 10Q: 3 clusters Score -58147.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -58153.726562 Penalty: 646.177551
	Iteration 11Q: 3 clusters Score -58153.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -58161.222656 Penalty: 646.177551
	Iteration 12Q: 3 clusters Score -58161.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -58170.839844 Penalty: 646.177551
	Iteration 13Q: 3 clusters Score -58170.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -58178.421875 Penalty: 646.177551
	Iteration 14Q: 3 clusters Score -58178.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -58183.406250 Penalty: 646.177551
	Iteration 15Q: 3 clusters Score -58183.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -58186.355469 Penalty: 646.177551
	Iteration 16Q: 3 clusters Score -58186.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -58187.449219 Penalty: 646.177551
	Iteration 17Q: 3 clusters Score -58187.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -58187.449219 Penalty: 646.177551
	Iteration 18F: 3 clusters Score -58187.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Entering Unmasked Estep 
Score: -565572.750000 Penalty: 425.488983
	Iteration 0F: 2 clusters Score -565572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -558022.125000 Penalty: 850.977966
	Iteration 0F: 3 clusters Score -558022.1 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -562564.750000 Penalty: 850.977966
	Iteration 1F: 3 clusters Score -562564.8 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -563795.437500 Penalty: 850.977966
	Iteration 2F: 3 clusters Score -563795.4 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -564643.437500 Penalty: 850.977966
	Iteration 3F: 3 clusters Score -564643.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -565186.625000 Penalty: 850.977966
	Iteration 4F: 3 clusters Score -565186.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -565453.437500 Penalty: 850.977966
	Iteration 5Q: 3 clusters Score -565453.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -565588.187500 Penalty: 850.977966
	Iteration 6Q: 3 clusters Score -565588.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -565668.875000 Penalty: 850.977966
	Iteration 7Q: 3 clusters Score -565668.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -565715.375000 Penalty: 850.977966
	Iteration 8Q: 3 clusters Score -565715.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -565755.000000 Penalty: 850.977966
	Iteration 9Q: 3 clusters Score -565755 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -565789.187500 Penalty: 850.977966
	Iteration 10Q: 3 clusters Score -565789.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -565824.375000 Penalty: 850.977966
	Iteration 11Q: 3 clusters Score -565824.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -565865.625000 Penalty: 850.977966
	Iteration 12Q: 3 clusters Score -565865.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -565916.875000 Penalty: 850.977966
	Iteration 13Q: 3 clusters Score -565916.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -565966.937500 Penalty: 850.977966
	Iteration 14Q: 3 clusters Score -565966.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -566025.437500 Penalty: 850.977966
	Iteration 15Q: 3 clusters Score -566025.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -566125.625000 Penalty: 850.977966
	Iteration 16Q: 3 clusters Score -566125.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -566300.562500 Penalty: 850.977966
	Iteration 17Q: 3 clusters Score -566300.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -566436.562500 Penalty: 850.977966
	Iteration 18Q: 3 clusters Score -566436.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -566515.437500 Penalty: 850.977966
	Iteration 19Q: 3 clusters Score -566515.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -566566.500000 Penalty: 850.977966
	Iteration 20F: 3 clusters Score -566566.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -566598.875000 Penalty: 850.977966
	Iteration 21Q: 3 clusters Score -566598.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -566618.500000 Penalty: 850.977966
	Iteration 22Q: 3 clusters Score -566618.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -566632.687500 Penalty: 850.977966
	Iteration 23Q: 3 clusters Score -566632.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -566643.562500 Penalty: 850.977966
	Iteration 24Q: 3 clusters Score -566643.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -566653.625000 Penalty: 850.977966
	Iteration 25Q: 3 clusters Score -566653.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -566660.250000 Penalty: 850.977966
	Iteration 26Q: 3 clusters Score -566660.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -566666.125000 Penalty: 850.977966
	Iteration 27Q: 3 clusters Score -566666.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -566664.750000 Penalty: 850.977966
	Iteration 28Q: 3 clusters Score -566664.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -566667.562500 Penalty: 850.977966
	Iteration 29Q: 3 clusters Score -566667.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -566669.000000 Penalty: 850.977966
	Iteration 30Q: 3 clusters Score -566669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -566671.187500 Penalty: 850.977966
	Iteration 31Q: 3 clusters Score -566671.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -566670.750000 Penalty: 850.977966
	Iteration 32Q: 3 clusters Score -566670.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -566671.812500 Penalty: 850.977966
	Iteration 33Q: 3 clusters Score -566671.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -566673.687500 Penalty: 850.977966
	Iteration 34Q: 3 clusters Score -566673.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -566674.437500 Penalty: 850.977966
	Iteration 35Q: 3 clusters Score -566674.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -566675.250000 Penalty: 850.977966
	Iteration 36Q: 3 clusters Score -566675.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -566679.812500 Penalty: 850.977966
	Iteration 37Q: 3 clusters Score -566679.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -566682.062500 Penalty: 850.977966
	Iteration 38Q: 3 clusters Score -566682.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -566684.937500 Penalty: 850.977966
	Iteration 39Q: 3 clusters Score -566684.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -566687.562500 Penalty: 850.977966
	Iteration 40F: 3 clusters Score -566687.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -566688.625000 Penalty: 850.977966
	Iteration 41Q: 3 clusters Score -566688.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -566690.250000 Penalty: 850.977966
	Iteration 42Q: 3 clusters Score -566690.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -566690.812500 Penalty: 850.977966
	Iteration 43Q: 3 clusters Score -566690.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -566692.000000 Penalty: 850.977966
	Iteration 44Q: 3 clusters Score -566692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -566692.750000 Penalty: 850.977966
	Iteration 45Q: 3 clusters Score -566692.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -566693.750000 Penalty: 850.977966
	Iteration 46Q: 3 clusters Score -566693.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -566696.750000 Penalty: 850.977966
	Iteration 47Q: 3 clusters Score -566696.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -566695.750000 Penalty: 850.977966
	Iteration 48Q: 3 clusters Score -566695.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -566696.312500 Penalty: 850.977966
	Iteration 49Q: 3 clusters Score -566696.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -566697.750000 Penalty: 850.977966
	Iteration 50Q: 3 clusters Score -566697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -566700.500000 Penalty: 850.977966
	Iteration 51Q: 3 clusters Score -566700.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -566698.937500 Penalty: 850.977966
	Iteration 52Q: 3 clusters Score -566698.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -566702.062500 Penalty: 850.977966
	Iteration 53Q: 3 clusters Score -566702.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -566704.687500 Penalty: 850.977966
	Iteration 54Q: 3 clusters Score -566704.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -566705.437500 Penalty: 850.977966
	Iteration 55Q: 3 clusters Score -566705.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -566708.000000 Penalty: 850.977966
	Iteration 56Q: 3 clusters Score -566708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -566708.125000 Penalty: 850.977966
	Iteration 57Q: 3 clusters Score -566708.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -566710.750000 Penalty: 850.977966
	Iteration 58Q: 3 clusters Score -566710.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -566712.562500 Penalty: 850.977966
	Iteration 59Q: 3 clusters Score -566712.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -566712.812500 Penalty: 850.977966
	Iteration 60F: 3 clusters Score -566712.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -566716.687500 Penalty: 850.977966
	Iteration 61Q: 3 clusters Score -566716.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -566715.875000 Penalty: 850.977966
	Iteration 62Q: 3 clusters Score -566715.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -566714.625000 Penalty: 850.977966
	Iteration 63Q: 3 clusters Score -566714.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -566717.000000 Penalty: 850.977966
	Iteration 64Q: 3 clusters Score -566717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -566718.000000 Penalty: 850.977966
	Iteration 65Q: 3 clusters Score -566718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -566718.625000 Penalty: 850.977966
	Iteration 66Q: 3 clusters Score -566718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -566717.625000 Penalty: 850.977966
	Iteration 67Q: 3 clusters Score -566717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -566718.875000 Penalty: 850.977966
	Iteration 68Q: 3 clusters Score -566718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -566719.187500 Penalty: 850.977966
	Iteration 69Q: 3 clusters Score -566719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -566719.687500 Penalty: 850.977966
	Iteration 70Q: 3 clusters Score -566719.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -566720.437500 Penalty: 850.977966
	Iteration 71Q: 3 clusters Score -566720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -566721.687500 Penalty: 850.977966
	Iteration 72Q: 3 clusters Score -566721.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -566721.562500 Penalty: 850.977966
	Iteration 73Q: 3 clusters Score -566721.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -566722.187500 Penalty: 850.977966
	Iteration 74Q: 3 clusters Score -566722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -566721.812500 Penalty: 850.977966
	Iteration 75Q: 3 clusters Score -566721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -566723.125000 Penalty: 850.977966
	Iteration 76Q: 3 clusters Score -566723.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -566724.500000 Penalty: 850.977966
	Iteration 77Q: 3 clusters Score -566724.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -566725.062500 Penalty: 850.977966
	Iteration 78Q: 3 clusters Score -566725.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -566727.937500 Penalty: 850.977966
	Iteration 79Q: 3 clusters Score -566727.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -566731.000000 Penalty: 850.977966
	Iteration 80F: 3 clusters Score -566731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -566733.500000 Penalty: 850.977966
	Iteration 81Q: 3 clusters Score -566733.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -566735.562500 Penalty: 850.977966
	Iteration 82Q: 3 clusters Score -566735.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -566737.625000 Penalty: 850.977966
	Iteration 83Q: 3 clusters Score -566737.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -566740.250000 Penalty: 850.977966
	Iteration 84Q: 3 clusters Score -566740.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -566744.375000 Penalty: 850.977966
	Iteration 85Q: 3 clusters Score -566744.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -566746.250000 Penalty: 850.977966
	Iteration 86Q: 3 clusters Score -566746.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -566749.562500 Penalty: 850.977966
	Iteration 87Q: 3 clusters Score -566749.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -566755.687500 Penalty: 850.977966
	Iteration 88Q: 3 clusters Score -566755.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -566764.500000 Penalty: 850.977966
	Iteration 89Q: 3 clusters Score -566764.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -566772.375000 Penalty: 850.977966
	Iteration 90Q: 3 clusters Score -566772.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -566784.500000 Penalty: 850.977966
	Iteration 91Q: 3 clusters Score -566784.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -566801.375000 Penalty: 850.977966
	Iteration 92Q: 3 clusters Score -566801.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -566820.625000 Penalty: 850.977966
	Iteration 93Q: 3 clusters Score -566820.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -566840.875000 Penalty: 850.977966
	Iteration 94Q: 3 clusters Score -566840.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -566857.000000 Penalty: 850.977966
	Iteration 95Q: 3 clusters Score -566857 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -566874.062500 Penalty: 850.977966
	Iteration 96Q: 3 clusters Score -566874.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -566895.187500 Penalty: 850.977966
	Iteration 97Q: 3 clusters Score -566895.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -566912.000000 Penalty: 850.977966
	Iteration 98Q: 3 clusters Score -566912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -566922.375000 Penalty: 850.977966
	Iteration 99Q: 3 clusters Score -566922.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -566934.812500 Penalty: 850.977966
	Iteration 100F: 3 clusters Score -566934.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -566941.312500 Penalty: 850.977966
	Iteration 101Q: 3 clusters Score -566941.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -566946.437500 Penalty: 850.977966
	Iteration 102Q: 3 clusters Score -566946.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -566949.437500 Penalty: 850.977966
	Iteration 103Q: 3 clusters Score -566949.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -566952.375000 Penalty: 850.977966
	Iteration 104Q: 3 clusters Score -566952.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -566961.750000 Penalty: 850.977966
	Iteration 105Q: 3 clusters Score -566961.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -566977.375000 Penalty: 850.977966
	Iteration 106Q: 3 clusters Score -566977.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -566990.125000 Penalty: 850.977966
	Iteration 107Q: 3 clusters Score -566990.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -567004.750000 Penalty: 850.977966
	Iteration 108Q: 3 clusters Score -567004.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -567022.125000 Penalty: 850.977966
	Iteration 109Q: 3 clusters Score -567022.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -567032.000000 Penalty: 850.977966
	Iteration 110Q: 3 clusters Score -567032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -567042.437500 Penalty: 850.977966
	Iteration 111Q: 3 clusters Score -567042.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -567047.125000 Penalty: 850.977966
	Iteration 112Q: 3 clusters Score -567047.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -567055.562500 Penalty: 850.977966
	Iteration 113Q: 3 clusters Score -567055.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -567067.437500 Penalty: 850.977966
	Iteration 114Q: 3 clusters Score -567067.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -567075.750000 Penalty: 850.977966
	Iteration 115Q: 3 clusters Score -567075.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -567082.625000 Penalty: 850.977966
	Iteration 116Q: 3 clusters Score -567082.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -567091.125000 Penalty: 850.977966
	Iteration 117Q: 3 clusters Score -567091.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -567096.187500 Penalty: 850.977966
	Iteration 118Q: 3 clusters Score -567096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -567097.687500 Penalty: 850.977966
	Iteration 119Q: 3 clusters Score -567097.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -567099.312500 Penalty: 850.977966
	Iteration 120F: 3 clusters Score -567099.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -567099.687500 Penalty: 850.977966
	Iteration 121Q: 3 clusters Score -567099.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -567099.437500 Penalty: 850.977966
	Iteration 122Q: 3 clusters Score -567099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -567100.812500 Penalty: 850.977966
	Iteration 123Q: 3 clusters Score -567100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -567100.687500 Penalty: 850.977966
	Iteration 124Q: 3 clusters Score -567100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -567100.250000 Penalty: 850.977966
	Iteration 125Q: 3 clusters Score -567100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -567099.625000 Penalty: 850.977966
	Iteration 126Q: 3 clusters Score -567099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -567100.250000 Penalty: 850.977966
	Iteration 127Q: 3 clusters Score -567100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -567100.687500 Penalty: 850.977966
	Iteration 128Q: 3 clusters Score -567100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -567100.687500 Penalty: 850.977966
	Iteration 129F: 3 clusters Score -567100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 54351 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 84524 members 
Mstep: Class 29 contains 107056 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 10369 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 108 members 
Mstep: Class 41 contains 96788 members 
Mstep: Class 42 contains 1341 members 
Mstep: Class 43 contains 77949 members 
Mstep: Class 44 contains 55663 members 
Mstep: Class 45 contains 1146 members 
Entering Unmasked Estep 
Score: -90638160.000000 Penalty: 29671.000000
Splitting cluster 32 changes total score from -90577224.000000 to -90638160.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 33 (44451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Entering Unmasked Estep 
Score: -2186302.000000 Penalty: 486.947479
	Iteration 0F: 2 clusters Score -2186302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2156420.250000 Penalty: 973.894958
	Iteration 0F: 3 clusters Score -2156420 nChanged 21623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2169164.750000 Penalty: 973.894958
	Iteration 1F: 3 clusters Score -2169165 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2169833.000000 Penalty: 973.894958
	Iteration 2Q: 3 clusters Score -2169833 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2170964.750000 Penalty: 973.894958
	Iteration 3Q: 3 clusters Score -2170965 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2172919.500000 Penalty: 973.894958
	Iteration 4F: 3 clusters Score -2172920 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2175872.750000 Penalty: 973.894958
	Iteration 5F: 3 clusters Score -2175873 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2178937.250000 Penalty: 973.894958
	Iteration 6F: 3 clusters Score -2178937 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2180922.500000 Penalty: 973.894958
	Iteration 7F: 3 clusters Score -2180922 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2181815.500000 Penalty: 973.894958
	Iteration 8Q: 3 clusters Score -2181816 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2182287.250000 Penalty: 973.894958
	Iteration 9Q: 3 clusters Score -2182287 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2182652.750000 Penalty: 973.894958
	Iteration 10Q: 3 clusters Score -2182653 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2182957.750000 Penalty: 973.894958
	Iteration 11Q: 3 clusters Score -2182958 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2183229.000000 Penalty: 973.894958
	Iteration 12Q: 3 clusters Score -2183229 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2183443.750000 Penalty: 973.894958
	Iteration 13Q: 3 clusters Score -2183444 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2183595.500000 Penalty: 973.894958
	Iteration 14Q: 3 clusters Score -2183596 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -2183769.250000 Penalty: 973.894958
	Iteration 15Q: 3 clusters Score -2183769 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -2183861.500000 Penalty: 973.894958
	Iteration 16Q: 3 clusters Score -2183862 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -2183954.250000 Penalty: 973.894958
	Iteration 17Q: 3 clusters Score -2183954 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2184043.000000 Penalty: 973.894958
	Iteration 18Q: 3 clusters Score -2184043 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -2184110.000000 Penalty: 973.894958
	Iteration 19Q: 3 clusters Score -2184110 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -2184190.250000 Penalty: 973.894958
	Iteration 20F: 3 clusters Score -2184190 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -2184248.500000 Penalty: 973.894958
	Iteration 21Q: 3 clusters Score -2184248 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2184320.000000 Penalty: 973.894958
	Iteration 22Q: 3 clusters Score -2184320 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -2184374.000000 Penalty: 973.894958
	Iteration 23Q: 3 clusters Score -2184374 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -2184456.500000 Penalty: 973.894958
	Iteration 24Q: 3 clusters Score -2184456 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -2184509.250000 Penalty: 973.894958
	Iteration 25Q: 3 clusters Score -2184509 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -2184572.500000 Penalty: 973.894958
	Iteration 26Q: 3 clusters Score -2184572 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -2184624.250000 Penalty: 973.894958
	Iteration 27Q: 3 clusters Score -2184624 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -2184708.500000 Penalty: 973.894958
	Iteration 28Q: 3 clusters Score -2184708 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -2184734.250000 Penalty: 973.894958
	Iteration 29Q: 3 clusters Score -2184734 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -2184777.250000 Penalty: 973.894958
	Iteration 30Q: 3 clusters Score -2184777 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -2184821.000000 Penalty: 973.894958
	Iteration 31Q: 3 clusters Score -2184821 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -2184856.250000 Penalty: 973.894958
	Iteration 32Q: 3 clusters Score -2184856 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -2184885.750000 Penalty: 973.894958
	Iteration 33Q: 3 clusters Score -2184886 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -2184906.750000 Penalty: 973.894958
	Iteration 34Q: 3 clusters Score -2184907 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -2184927.250000 Penalty: 973.894958
	Iteration 35Q: 3 clusters Score -2184927 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -2184945.500000 Penalty: 973.894958
	Iteration 36Q: 3 clusters Score -2184946 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -2184966.000000 Penalty: 973.894958
	Iteration 37Q: 3 clusters Score -2184966 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -2184984.750000 Penalty: 973.894958
	Iteration 38Q: 3 clusters Score -2184985 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -2185006.000000 Penalty: 973.894958
	Iteration 39Q: 3 clusters Score -2185006 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -2185034.250000 Penalty: 973.894958
	Iteration 40F: 3 clusters Score -2185034 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -2185045.000000 Penalty: 973.894958
	Iteration 41Q: 3 clusters Score -2185045 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2185125 nChanged 154
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Mstep: Class 1 contains 11312 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2185154 nChanged 143
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Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2185180 nChanged 146
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Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2185238 nChanged 112
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Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2185252 nChanged 93
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Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 34630 members 
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	Iteration 59Q: 3 clusters Score -2185274 nChanged 93
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Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2185279 nChanged 98
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Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 34821 members 
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Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2185302 nChanged 88
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Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2185313 nChanged 89
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Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2185314 nChanged 86
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Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2185318 nChanged 90
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	Iteration 68Q: 3 clusters Score -2185328 nChanged 92
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Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2185340 nChanged 84
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Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2185346 nChanged 97
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	Iteration 71Q: 3 clusters Score -2185352 nChanged 101
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Entering Unmasked Estep 
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Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2185418 nChanged 83
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Mstep: Class 1 contains 7810 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2185423 nChanged 85
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Mstep: Class 1 contains 7725 members 
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	Iteration 81Q: 3 clusters Score -2185431 nChanged 83
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Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 36809 members 
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	Iteration 82Q: 3 clusters Score -2185437 nChanged 82
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Mstep: Class 1 contains 7560 members 
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	Iteration 83Q: 3 clusters Score -2185448 nChanged 80
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Mstep: Class 1 contains 7480 members 
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	Iteration 84Q: 3 clusters Score -2185454 nChanged 81
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Mstep: Class 1 contains 7399 members 
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	Iteration 85Q: 3 clusters Score -2185464 nChanged 85
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Mstep: Class 1 contains 7314 members 
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	Iteration 86Q: 3 clusters Score -2185466 nChanged 81
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Mstep: Class 1 contains 7233 members 
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	Iteration 87Q: 3 clusters Score -2185480 nChanged 68
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Mstep: Class 1 contains 7165 members 
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Mstep: Class 2 contains 37438 members 
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	Iteration 90Q: 3 clusters Score -2185485 nChanged 68
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Mstep: Class 1 contains 6865 members 
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Mstep: Class 1 contains 6627 members 
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	Iteration 96Q: 3 clusters Score -2185520 nChanged 88
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Mstep: Class 1 contains 6460 members 
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	Iteration 97Q: 3 clusters Score -2185528 nChanged 85
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	Iteration 98Q: 3 clusters Score -2185543 nChanged 71
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Mstep: Class 1 contains 6234 members 
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	Iteration 100F: 3 clusters Score -2185556 nChanged 86
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Mstep: Class 1 contains 6148 members 
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	Iteration 101Q: 3 clusters Score -2185565 nChanged 81
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Mstep: Class 1 contains 6067 members 
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	Iteration 102Q: 3 clusters Score -2185572 nChanged 75
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Mstep: Class 1 contains 5992 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2185580 nChanged 65
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	Iteration 104Q: 3 clusters Score -2185584 nChanged 51
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Mstep: Class 1 contains 5876 members 
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	Iteration 105Q: 3 clusters Score -2185584 nChanged 45
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Mstep: Class 1 contains 5831 members 
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	Iteration 106Q: 3 clusters Score -2185587 nChanged 44
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Mstep: Class 1 contains 5787 members 
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	Iteration 107Q: 3 clusters Score -2185584 nChanged 45
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	Iteration 108Q: 3 clusters Score -2185590 nChanged 38
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Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2185600 nChanged 49
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	Iteration 110Q: 3 clusters Score -2185602 nChanged 50
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	Iteration 111Q: 3 clusters Score -2185601 nChanged 50
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	Iteration 112Q: 3 clusters Score -2185605 nChanged 50
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	Iteration 113Q: 3 clusters Score -2185611 nChanged 48
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	Iteration 114Q: 3 clusters Score -2185615 nChanged 37
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	Iteration 115Q: 3 clusters Score -2185616 nChanged 32
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	Iteration 116Q: 3 clusters Score -2185615 nChanged 34
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	Iteration 117Q: 3 clusters Score -2185620 nChanged 23
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	Iteration 118Q: 3 clusters Score -2185622 nChanged 22
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	Iteration 119Q: 3 clusters Score -2185624 nChanged 10
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	Iteration 120F: 3 clusters Score -2185624 nChanged 7
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	Iteration 122Q: 3 clusters Score -2185624 nChanged 7
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2185625 nChanged 5
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	Iteration 124Q: 3 clusters Score -2185622 nChanged 5
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Mstep: Class 2 contains 39185 members 
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	Iteration 125Q: 3 clusters Score -2185622 nChanged 3
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	Iteration 126Q: 3 clusters Score -2185620 nChanged 1
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	Iteration 127Q: 3 clusters Score -2185621 nChanged 2
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	Iteration 128Q: 3 clusters Score -2185621 nChanged 6
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2185622 nChanged 6
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	Iteration 130Q: 3 clusters Score -2185624 nChanged 4
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	Iteration 131Q: 3 clusters Score -2185623 nChanged 4
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2185624 nChanged 5
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2185621 nChanged 5
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2185626 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -2185622.750000 Penalty: 973.894958
	Iteration 135Q: 3 clusters Score -2185623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -2185625.500000 Penalty: 973.894958
	Iteration 136Q: 3 clusters Score -2185626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -2185621.500000 Penalty: 973.894958
	Iteration 137Q: 3 clusters Score -2185622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -2185626.500000 Penalty: 973.894958
	Iteration 138Q: 3 clusters Score -2185626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -2185636.250000 Penalty: 973.894958
	Iteration 139Q: 3 clusters Score -2185636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -2185637.250000 Penalty: 973.894958
	Iteration 140F: 3 clusters Score -2185637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -2185638.000000 Penalty: 973.894958
	Iteration 141Q: 3 clusters Score -2185638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -2185639.750000 Penalty: 973.894958
	Iteration 142Q: 3 clusters Score -2185640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -2185643.250000 Penalty: 973.894958
	Iteration 143Q: 3 clusters Score -2185643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -2185642.250000 Penalty: 973.894958
	Iteration 144Q: 3 clusters Score -2185642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -2185645.250000 Penalty: 973.894958
	Iteration 145Q: 3 clusters Score -2185645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -2185646.750000 Penalty: 973.894958
	Iteration 146Q: 3 clusters Score -2185647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -2185645.250000 Penalty: 973.894958
	Iteration 147Q: 3 clusters Score -2185645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -2185645.250000 Penalty: 973.894958
	Iteration 148Q: 3 clusters Score -2185645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -2185648.500000 Penalty: 973.894958
	Iteration 149Q: 3 clusters Score -2185648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -2185647.500000 Penalty: 973.894958
	Iteration 150Q: 3 clusters Score -2185648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -2185651.750000 Penalty: 973.894958
	Iteration 151Q: 3 clusters Score -2185652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -2185651.000000 Penalty: 973.894958
	Iteration 152Q: 3 clusters Score -2185651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -2185647.750000 Penalty: 973.894958
	Iteration 153Q: 3 clusters Score -2185648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -2185643.000000 Penalty: 973.894958
	Iteration 154Q: 3 clusters Score -2185643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -2185645.000000 Penalty: 973.894958
	Iteration 155Q: 3 clusters Score -2185645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -2185650.500000 Penalty: 973.894958
	Iteration 156Q: 3 clusters Score -2185650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -2185654.500000 Penalty: 973.894958
	Iteration 157Q: 3 clusters Score -2185654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -2185655.250000 Penalty: 973.894958
	Iteration 158Q: 3 clusters Score -2185655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -2185659.250000 Penalty: 973.894958
	Iteration 159Q: 3 clusters Score -2185659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -2185660.750000 Penalty: 973.894958
	Iteration 160F: 3 clusters Score -2185661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -2185663.500000 Penalty: 973.894958
	Iteration 161Q: 3 clusters Score -2185664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -2185660.500000 Penalty: 973.894958
	Iteration 162Q: 3 clusters Score -2185660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -2185665.250000 Penalty: 973.894958
	Iteration 163Q: 3 clusters Score -2185665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -2185663.000000 Penalty: 973.894958
	Iteration 164Q: 3 clusters Score -2185663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -2185666.000000 Penalty: 973.894958
	Iteration 165Q: 3 clusters Score -2185666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -2185670.250000 Penalty: 973.894958
	Iteration 166Q: 3 clusters Score -2185670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -2185668.750000 Penalty: 973.894958
	Iteration 167Q: 3 clusters Score -2185669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -2185678.250000 Penalty: 973.894958
	Iteration 168Q: 3 clusters Score -2185678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -2185678.000000 Penalty: 973.894958
	Iteration 169Q: 3 clusters Score -2185678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -2185678.250000 Penalty: 973.894958
	Iteration 170Q: 3 clusters Score -2185678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -2185682.750000 Penalty: 973.894958
	Iteration 171Q: 3 clusters Score -2185683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -2185684.750000 Penalty: 973.894958
	Iteration 172Q: 3 clusters Score -2185685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -2185687.000000 Penalty: 973.894958
	Iteration 173Q: 3 clusters Score -2185687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -2185688.500000 Penalty: 973.894958
	Iteration 174Q: 3 clusters Score -2185688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -2185689.500000 Penalty: 973.894958
	Iteration 175Q: 3 clusters Score -2185690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -2185696.250000 Penalty: 973.894958
	Iteration 176Q: 3 clusters Score -2185696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -2185695.500000 Penalty: 973.894958
	Iteration 177Q: 3 clusters Score -2185696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -2185696.750000 Penalty: 973.894958
	Iteration 178Q: 3 clusters Score -2185697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -2185702.750000 Penalty: 973.894958
	Iteration 179Q: 3 clusters Score -2185703 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -2185707.250000 Penalty: 973.894958
	Iteration 180F: 3 clusters Score -2185707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -2185713.250000 Penalty: 973.894958
	Iteration 181Q: 3 clusters Score -2185713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -2185722.250000 Penalty: 973.894958
	Iteration 182Q: 3 clusters Score -2185722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -2185728.000000 Penalty: 973.894958
	Iteration 183Q: 3 clusters Score -2185728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -2185728.250000 Penalty: 973.894958
	Iteration 184Q: 3 clusters Score -2185728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -2185733.250000 Penalty: 973.894958
	Iteration 185Q: 3 clusters Score -2185733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -2185734.750000 Penalty: 973.894958
	Iteration 186Q: 3 clusters Score -2185735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -2185739.250000 Penalty: 973.894958
	Iteration 187Q: 3 clusters Score -2185739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -2185737.500000 Penalty: 973.894958
	Iteration 188Q: 3 clusters Score -2185738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -2185739.500000 Penalty: 973.894958
	Iteration 189Q: 3 clusters Score -2185740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -2185742.750000 Penalty: 973.894958
	Iteration 190Q: 3 clusters Score -2185743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -2185741.750000 Penalty: 973.894958
	Iteration 191Q: 3 clusters Score -2185742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -2185741.250000 Penalty: 973.894958
	Iteration 192Q: 3 clusters Score -2185741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -2185742.000000 Penalty: 973.894958
	Iteration 193Q: 3 clusters Score -2185742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -2185743.250000 Penalty: 973.894958
	Iteration 194Q: 3 clusters Score -2185743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -2185740.750000 Penalty: 973.894958
	Iteration 195Q: 3 clusters Score -2185741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -2185741.500000 Penalty: 973.894958
	Iteration 196Q: 3 clusters Score -2185742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -2185740.000000 Penalty: 973.894958
	Iteration 197Q: 3 clusters Score -2185740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -2185740.500000 Penalty: 973.894958
	Iteration 198Q: 3 clusters Score -2185740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -2185741.500000 Penalty: 973.894958
	Iteration 199Q: 3 clusters Score -2185742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -2185743.000000 Penalty: 973.894958
	Iteration 200F: 3 clusters Score -2185743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -2185743.000000 Penalty: 973.894958
	Iteration 201Q: 3 clusters Score -2185743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -2185742.750000 Penalty: 973.894958
	Iteration 202Q: 3 clusters Score -2185743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -2185741.250000 Penalty: 973.894958
	Iteration 203Q: 3 clusters Score -2185741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -2185741.250000 Penalty: 973.894958
	Iteration 204F: 3 clusters Score -2185741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -24519.976562 Penalty: 299.038879
	Iteration 0F: 2 clusters Score -24519.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23898.992188 Penalty: 598.077759
	Iteration 0F: 3 clusters Score -23898.99 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -24173.287109 Penalty: 598.077759
	Iteration 1F: 3 clusters Score -24173.29 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -24312.876953 Penalty: 598.077759
	Iteration 2F: 3 clusters Score -24312.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -24438.275391 Penalty: 598.077759
	Iteration 3F: 3 clusters Score -24438.28 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -24519.240234 Penalty: 598.077759
	Iteration 4F: 3 clusters Score -24519.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -24582.425781 Penalty: 598.077759
	Iteration 5Q: 3 clusters Score -24582.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -24657.644531 Penalty: 598.077759
	Iteration 6Q: 3 clusters Score -24657.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -24715.753906 Penalty: 598.077759
	Iteration 7Q: 3 clusters Score -24715.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -24730.029297 Penalty: 598.077759
	Iteration 8Q: 3 clusters Score -24730.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -24742.617188 Penalty: 598.077759
	Iteration 9Q: 3 clusters Score -24742.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -24750.611328 Penalty: 598.077759
	Iteration 10Q: 3 clusters Score -24750.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -24757.753906 Penalty: 598.077759
	Iteration 11Q: 3 clusters Score -24757.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -24773.886719 Penalty: 598.077759
	Iteration 12Q: 3 clusters Score -24773.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -24779.929688 Penalty: 598.077759
	Iteration 13Q: 3 clusters Score -24779.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -24781.544922 Penalty: 598.077759
	Iteration 14Q: 3 clusters Score -24781.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -24781.544922 Penalty: 598.077759
	Iteration 15F: 3 clusters Score -24781.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 54351 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 84524 members 
Mstep: Class 29 contains 107056 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 10369 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 742 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 108 members 
Mstep: Class 41 contains 96788 members 
Mstep: Class 42 contains 1341 members 
Mstep: Class 43 contains 77949 members 
Mstep: Class 44 contains 55663 members 
Mstep: Class 45 contains 1146 members 
Mstep: Class 46 contains 485 members 
Entering Unmasked Estep 
Score: -90638000.000000 Penalty: 30330.355469
Splitting cluster 34 changes total score from -90577224.000000 to -90638000.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 35 (152153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Entering Unmasked Estep 
Score: -7661263.000000 Penalty: 542.935181
	Iteration 0F: 2 clusters Score -7661263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -7558828.000000 Penalty: 1085.870361
	Iteration 0F: 3 clusters Score -7558828 nChanged 74566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -7604408.500000 Penalty: 1085.870361
	Iteration 1F: 3 clusters Score -7604408 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -7606916.000000 Penalty: 1085.870361
	Iteration 2Q: 3 clusters Score -7606916 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -7611329.000000 Penalty: 1085.870361
	Iteration 3F: 3 clusters Score -7611329 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -7619254.500000 Penalty: 1085.870361
	Iteration 4F: 3 clusters Score -7619254 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97666 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -7629300.500000 Penalty: 1085.870361
	Iteration 5F: 3 clusters Score -7629300 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -7636921.500000 Penalty: 1085.870361
	Iteration 6F: 3 clusters Score -7636922 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104175 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -7640315.000000 Penalty: 1085.870361
	Iteration 7Q: 3 clusters Score -7640315 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -7642196.000000 Penalty: 1085.870361
	Iteration 8Q: 3 clusters Score -7642196 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108302 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -7643772.500000 Penalty: 1085.870361
	Iteration 9Q: 3 clusters Score -7643772 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -7645356.000000 Penalty: 1085.870361
	Iteration 10Q: 3 clusters Score -7645356 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111520 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -7646821.500000 Penalty: 1085.870361
	Iteration 11Q: 3 clusters Score -7646822 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112781 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -7648158.500000 Penalty: 1085.870361
	Iteration 12Q: 3 clusters Score -7648158 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113905 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -7649336.500000 Penalty: 1085.870361
	Iteration 13Q: 3 clusters Score -7649336 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114848 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -7650633.000000 Penalty: 1085.870361
	Iteration 14Q: 3 clusters Score -7650633 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115615 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -7651700.000000 Penalty: 1085.870361
	Iteration 15Q: 3 clusters Score -7651700 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116261 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -7652811.500000 Penalty: 1085.870361
	Iteration 16Q: 3 clusters Score -7652812 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116739 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -7653805.000000 Penalty: 1085.870361
	Iteration 17Q: 3 clusters Score -7653805 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117064 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -7654668.500000 Penalty: 1085.870361
	Iteration 18Q: 3 clusters Score -7654668 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117318 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -7655608.000000 Penalty: 1085.870361
	Iteration 19Q: 3 clusters Score -7655608 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117527 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -7656412.500000 Penalty: 1085.870361
	Iteration 20F: 3 clusters Score -7656412 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117729 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -7657201.500000 Penalty: 1085.870361
	Iteration 21Q: 3 clusters Score -7657202 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117998 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -7657817.000000 Penalty: 1085.870361
	Iteration 22Q: 3 clusters Score -7657817 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -7658203.000000 Penalty: 1085.870361
	Iteration 23Q: 3 clusters Score -7658203 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -7658442.500000 Penalty: 1085.870361
	Iteration 24Q: 3 clusters Score -7658442 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -7658615.500000 Penalty: 1085.870361
	Iteration 25Q: 3 clusters Score -7658616 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120141 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -7658719.000000 Penalty: 1085.870361
	Iteration 26Q: 3 clusters Score -7658719 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120856 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -7658803.500000 Penalty: 1085.870361
	Iteration 27Q: 3 clusters Score -7658804 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121642 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -7658892.000000 Penalty: 1085.870361
	Iteration 28Q: 3 clusters Score -7658892 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122383 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -7658889.500000 Penalty: 1085.870361
	Iteration 29Q: 3 clusters Score -7658890 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -7658936.500000 Penalty: 1085.870361
	Iteration 30Q: 3 clusters Score -7658936 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123895 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -7659010.500000 Penalty: 1085.870361
	Iteration 31Q: 3 clusters Score -7659010 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124655 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -7659030.000000 Penalty: 1085.870361
	Iteration 32Q: 3 clusters Score -7659030 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125414 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -7659090.000000 Penalty: 1085.870361
	Iteration 33Q: 3 clusters Score -7659090 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126182 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -7659134.000000 Penalty: 1085.870361
	Iteration 34Q: 3 clusters Score -7659134 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126934 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -7659179.000000 Penalty: 1085.870361
	Iteration 35Q: 3 clusters Score -7659179 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127650 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -7659226.500000 Penalty: 1085.870361
	Iteration 36Q: 3 clusters Score -7659226 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128365 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -7659286.000000 Penalty: 1085.870361
	Iteration 37Q: 3 clusters Score -7659286 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -7659296.500000 Penalty: 1085.870361
	Iteration 38Q: 3 clusters Score -7659296 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -7659335.500000 Penalty: 1085.870361
	Iteration 39Q: 3 clusters Score -7659336 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130451 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -7659387.000000 Penalty: 1085.870361
	Iteration 40F: 3 clusters Score -7659387 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -7659408.000000 Penalty: 1085.870361
	Iteration 41Q: 3 clusters Score -7659408 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131660 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -7659452.500000 Penalty: 1085.870361
	Iteration 42Q: 3 clusters Score -7659452 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132250 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -7659440.000000 Penalty: 1085.870361
	Iteration 43Q: 3 clusters Score -7659440 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132820 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -7659500.500000 Penalty: 1085.870361
	Iteration 44Q: 3 clusters Score -7659500 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133345 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -7659541.500000 Penalty: 1085.870361
	Iteration 45Q: 3 clusters Score -7659542 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133847 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -7659530.500000 Penalty: 1085.870361
	Iteration 46Q: 3 clusters Score -7659530 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134320 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -7659550.000000 Penalty: 1085.870361
	Iteration 47Q: 3 clusters Score -7659550 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134767 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -7659571.500000 Penalty: 1085.870361
	Iteration 48Q: 3 clusters Score -7659572 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135185 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -7659599.000000 Penalty: 1085.870361
	Iteration 49Q: 3 clusters Score -7659599 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135568 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -7659637.000000 Penalty: 1085.870361
	Iteration 50Q: 3 clusters Score -7659637 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135960 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -7659655.500000 Penalty: 1085.870361
	Iteration 51Q: 3 clusters Score -7659656 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136309 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -7659646.000000 Penalty: 1085.870361
	Iteration 52Q: 3 clusters Score -7659646 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136634 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -7659703.500000 Penalty: 1085.870361
	Iteration 53Q: 3 clusters Score -7659704 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136908 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -7659704.000000 Penalty: 1085.870361
	Iteration 54Q: 3 clusters Score -7659704 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137143 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -7659754.000000 Penalty: 1085.870361
	Iteration 55Q: 3 clusters Score -7659754 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137378 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -7659764.000000 Penalty: 1085.870361
	Iteration 56Q: 3 clusters Score -7659764 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137630 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -7659772.000000 Penalty: 1085.870361
	Iteration 57Q: 3 clusters Score -7659772 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137871 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -7659763.000000 Penalty: 1085.870361
	Iteration 58Q: 3 clusters Score -7659763 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138094 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -7659761.000000 Penalty: 1085.870361
	Iteration 59Q: 3 clusters Score -7659761 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138304 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -7659765.000000 Penalty: 1085.870361
	Iteration 60F: 3 clusters Score -7659765 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138494 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -7659763.500000 Penalty: 1085.870361
	Iteration 61Q: 3 clusters Score -7659764 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138660 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -7659763.000000 Penalty: 1085.870361
	Iteration 62Q: 3 clusters Score -7659763 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138833 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -7659765.000000 Penalty: 1085.870361
	Iteration 63Q: 3 clusters Score -7659765 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138998 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -7659764.500000 Penalty: 1085.870361
	Iteration 64Q: 3 clusters Score -7659764 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139142 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -7659775.500000 Penalty: 1085.870361
	Iteration 65Q: 3 clusters Score -7659776 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139251 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -7659779.500000 Penalty: 1085.870361
	Iteration 66Q: 3 clusters Score -7659780 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139383 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -7659779.500000 Penalty: 1085.870361
	Iteration 67Q: 3 clusters Score -7659780 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139497 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -7659771.000000 Penalty: 1085.870361
	Iteration 68Q: 3 clusters Score -7659771 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139608 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -7659782.500000 Penalty: 1085.870361
	Iteration 69Q: 3 clusters Score -7659782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139707 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -7659796.500000 Penalty: 1085.870361
	Iteration 70Q: 3 clusters Score -7659796 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139811 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -7659796.000000 Penalty: 1085.870361
	Iteration 71Q: 3 clusters Score -7659796 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139934 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -7659813.000000 Penalty: 1085.870361
	Iteration 72Q: 3 clusters Score -7659813 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140065 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -7659824.500000 Penalty: 1085.870361
	Iteration 73Q: 3 clusters Score -7659824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140179 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -7659839.000000 Penalty: 1085.870361
	Iteration 74Q: 3 clusters Score -7659839 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -7659845.000000 Penalty: 1085.870361
	Iteration 75Q: 3 clusters Score -7659845 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140448 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -7659841.000000 Penalty: 1085.870361
	Iteration 76Q: 3 clusters Score -7659841 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140588 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -7659854.000000 Penalty: 1085.870361
	Iteration 77Q: 3 clusters Score -7659854 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140722 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -7659861.000000 Penalty: 1085.870361
	Iteration 78Q: 3 clusters Score -7659861 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140855 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -7659858.500000 Penalty: 1085.870361
	Iteration 79Q: 3 clusters Score -7659858 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140979 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -7659855.500000 Penalty: 1085.870361
	Iteration 80F: 3 clusters Score -7659856 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141127 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -7659862.000000 Penalty: 1085.870361
	Iteration 81Q: 3 clusters Score -7659862 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -7659869.500000 Penalty: 1085.870361
	Iteration 82Q: 3 clusters Score -7659870 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141472 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -7659897.500000 Penalty: 1085.870361
	Iteration 83Q: 3 clusters Score -7659898 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -7659908.500000 Penalty: 1085.870361
	Iteration 84Q: 3 clusters Score -7659908 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141828 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -7659929.500000 Penalty: 1085.870361
	Iteration 85Q: 3 clusters Score -7659930 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142027 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -7659970.000000 Penalty: 1085.870361
	Iteration 86Q: 3 clusters Score -7659970 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142190 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -7659975.000000 Penalty: 1085.870361
	Iteration 87Q: 3 clusters Score -7659975 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142405 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -7659999.500000 Penalty: 1085.870361
	Iteration 88Q: 3 clusters Score -7660000 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142630 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -7660005.000000 Penalty: 1085.870361
	Iteration 89Q: 3 clusters Score -7660005 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142896 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -7660042.000000 Penalty: 1085.870361
	Iteration 90Q: 3 clusters Score -7660042 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143165 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -7660052.000000 Penalty: 1085.870361
	Iteration 91Q: 3 clusters Score -7660052 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143440 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -7660075.000000 Penalty: 1085.870361
	Iteration 92Q: 3 clusters Score -7660075 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143722 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -7660102.500000 Penalty: 1085.870361
	Iteration 93Q: 3 clusters Score -7660102 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143987 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -7660110.000000 Penalty: 1085.870361
	Iteration 94Q: 3 clusters Score -7660110 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144228 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -7660125.500000 Penalty: 1085.870361
	Iteration 95Q: 3 clusters Score -7660126 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144429 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -7660135.500000 Penalty: 1085.870361
	Iteration 96Q: 3 clusters Score -7660136 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144635 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -7660151.500000 Penalty: 1085.870361
	Iteration 97Q: 3 clusters Score -7660152 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144870 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -7660193.000000 Penalty: 1085.870361
	Iteration 98Q: 3 clusters Score -7660193 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145115 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -7660187.500000 Penalty: 1085.870361
	Iteration 99Q: 3 clusters Score -7660188 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145369 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -7660205.000000 Penalty: 1085.870361
	Iteration 100F: 3 clusters Score -7660205 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145651 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -7660228.500000 Penalty: 1085.870361
	Iteration 101Q: 3 clusters Score -7660228 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145927 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -7660240.000000 Penalty: 1085.870361
	Iteration 102Q: 3 clusters Score -7660240 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146219 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -7660269.000000 Penalty: 1085.870361
	Iteration 103Q: 3 clusters Score -7660269 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146507 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -7660256.000000 Penalty: 1085.870361
	Iteration 104Q: 3 clusters Score -7660256 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146771 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -7660307.500000 Penalty: 1085.870361
	Iteration 105Q: 3 clusters Score -7660308 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147004 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -7660323.500000 Penalty: 1085.870361
	Iteration 106Q: 3 clusters Score -7660324 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147219 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -7660333.000000 Penalty: 1085.870361
	Iteration 107Q: 3 clusters Score -7660333 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147452 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -7660340.500000 Penalty: 1085.870361
	Iteration 108Q: 3 clusters Score -7660340 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147681 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -7660337.000000 Penalty: 1085.870361
	Iteration 109Q: 3 clusters Score -7660337 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147879 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -7660327.500000 Penalty: 1085.870361
	Iteration 110Q: 3 clusters Score -7660328 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148105 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -7660353.500000 Penalty: 1085.870361
	Iteration 111Q: 3 clusters Score -7660354 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148327 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7660369.000000 Penalty: 1085.870361
	Iteration 112Q: 3 clusters Score -7660369 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148562 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -7660405.500000 Penalty: 1085.870361
	Iteration 113Q: 3 clusters Score -7660406 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148774 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -7660427.500000 Penalty: 1085.870361
	Iteration 114Q: 3 clusters Score -7660428 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148960 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7660445.000000 Penalty: 1085.870361
	Iteration 115Q: 3 clusters Score -7660445 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149165 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -7660468.000000 Penalty: 1085.870361
	Iteration 116Q: 3 clusters Score -7660468 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149316 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7660482.000000 Penalty: 1085.870361
	Iteration 117Q: 3 clusters Score -7660482 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7660516.000000 Penalty: 1085.870361
	Iteration 118Q: 3 clusters Score -7660516 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149686 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7660540.000000 Penalty: 1085.870361
	Iteration 119Q: 3 clusters Score -7660540 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149849 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7660560.000000 Penalty: 1085.870361
	Iteration 120F: 3 clusters Score -7660560 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149997 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7660568.000000 Penalty: 1085.870361
	Iteration 121Q: 3 clusters Score -7660568 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150129 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7660590.500000 Penalty: 1085.870361
	Iteration 122Q: 3 clusters Score -7660590 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150255 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7660612.500000 Penalty: 1085.870361
	Iteration 123Q: 3 clusters Score -7660612 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150369 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7660627.500000 Penalty: 1085.870361
	Iteration 124Q: 3 clusters Score -7660628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150478 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7660646.000000 Penalty: 1085.870361
	Iteration 125Q: 3 clusters Score -7660646 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150590 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7660659.000000 Penalty: 1085.870361
	Iteration 126Q: 3 clusters Score -7660659 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150682 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7660650.000000 Penalty: 1085.870361
	Iteration 127Q: 3 clusters Score -7660650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7660694.000000 Penalty: 1085.870361
	Iteration 128Q: 3 clusters Score -7660694 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150854 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7660702.000000 Penalty: 1085.870361
	Iteration 129Q: 3 clusters Score -7660702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150938 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7660707.000000 Penalty: 1085.870361
	Iteration 130Q: 3 clusters Score -7660707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151014 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7660724.000000 Penalty: 1085.870361
	Iteration 131Q: 3 clusters Score -7660724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151084 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7660748.000000 Penalty: 1085.870361
	Iteration 132Q: 3 clusters Score -7660748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151165 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7660776.000000 Penalty: 1085.870361
	Iteration 133Q: 3 clusters Score -7660776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151216 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7660792.000000 Penalty: 1085.870361
	Iteration 134Q: 3 clusters Score -7660792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151262 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7660820.000000 Penalty: 1085.870361
	Iteration 135Q: 3 clusters Score -7660820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151324 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7660820.000000 Penalty: 1085.870361
	Iteration 136Q: 3 clusters Score -7660820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151379 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7660835.500000 Penalty: 1085.870361
	Iteration 137Q: 3 clusters Score -7660836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151425 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7660840.500000 Penalty: 1085.870361
	Iteration 138Q: 3 clusters Score -7660840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151452 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7660850.000000 Penalty: 1085.870361
	Iteration 139Q: 3 clusters Score -7660850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151483 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7660855.500000 Penalty: 1085.870361
	Iteration 140F: 3 clusters Score -7660856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151510 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7660852.000000 Penalty: 1085.870361
	Iteration 141Q: 3 clusters Score -7660852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151548 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7660838.500000 Penalty: 1085.870361
	Iteration 142Q: 3 clusters Score -7660838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7660838.500000 Penalty: 1085.870361
	Iteration 143Q: 3 clusters Score -7660838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151601 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7660843.500000 Penalty: 1085.870361
	Iteration 144Q: 3 clusters Score -7660844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151620 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7660858.500000 Penalty: 1085.870361
	Iteration 145Q: 3 clusters Score -7660858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151635 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7660852.500000 Penalty: 1085.870361
	Iteration 146Q: 3 clusters Score -7660852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151647 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7660866.000000 Penalty: 1085.870361
	Iteration 147Q: 3 clusters Score -7660866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151663 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7660863.000000 Penalty: 1085.870361
	Iteration 148Q: 3 clusters Score -7660863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151675 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7660865.500000 Penalty: 1085.870361
	Iteration 149Q: 3 clusters Score -7660866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151690 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7660859.500000 Penalty: 1085.870361
	Iteration 150Q: 3 clusters Score -7660860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151700 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7660861.000000 Penalty: 1085.870361
	Iteration 151Q: 3 clusters Score -7660861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151708 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7660859.500000 Penalty: 1085.870361
	Iteration 152Q: 3 clusters Score -7660860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151710 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7660867.000000 Penalty: 1085.870361
	Iteration 153Q: 3 clusters Score -7660867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151716 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7660857.000000 Penalty: 1085.870361
	Iteration 154Q: 3 clusters Score -7660857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151717 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7660863.000000 Penalty: 1085.870361
	Iteration 155Q: 3 clusters Score -7660863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151719 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7660863.000000 Penalty: 1085.870361
	Iteration 156Q: 3 clusters Score -7660863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151719 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7660863.000000 Penalty: 1085.870361
	Iteration 157F: 3 clusters Score -7660863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -30532.021484 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -30532.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -29969.830078 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -29969.83 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30347.882812 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -30347.88 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -30710.152344 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -30710.15 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30911.212891 Penalty: 601.450806
	Iteration 3F: 3 clusters Score -30911.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -30983.095703 Penalty: 601.450806
	Iteration 4F: 3 clusters Score -30983.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -31026.082031 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -31026.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -31042.404297 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -31042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -31060.980469 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -31060.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -31081.935547 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -31081.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -31157.494141 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -31157.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -31171.388672 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -31171.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -31183.863281 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -31183.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -31195.585938 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -31195.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -31203.562500 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -31203.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -31204.798828 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -31204.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -31204.798828 Penalty: 601.450806
	Iteration 15F: 3 clusters Score -31204.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 54351 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 84524 members 
Mstep: Class 29 contains 107056 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 10369 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 282 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 19532 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 108 members 
Mstep: Class 41 contains 96788 members 
Mstep: Class 42 contains 1341 members 
Mstep: Class 43 contains 77949 members 
Mstep: Class 44 contains 55663 members 
Mstep: Class 45 contains 1146 members 
Mstep: Class 46 contains 485 members 
Mstep: Class 47 contains 460 members 
Entering Unmasked Estep 
Score: -90638896.000000 Penalty: 30989.710938
Splitting cluster 36 changes total score from -90577224.000000 to -90638896.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 37 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -5125.845703 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -5125.846 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 101 members 
Entering Unmasked Estep 
Score: -4896.520508 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -4896.521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5078.048340 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -5078.048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5182.969238 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -5182.969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5242.122070 Penalty: 476.516235
	Iteration 3F: 3 clusters Score -5242.122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5267.231934 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -5267.232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5281.986816 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -5281.987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5293.414062 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -5293.414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5305.825684 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -5305.826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5321.337402 Penalty: 476.516235
	Iteration 8Q: 3 clusters Score -5321.337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5344.854492 Penalty: 476.516235
	Iteration 9Q: 3 clusters Score -5344.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5406.839355 Penalty: 476.516235
	Iteration 10Q: 3 clusters Score -5406.839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5435.268066 Penalty: 476.516235
	Iteration 11Q: 3 clusters Score -5435.268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5440.576172 Penalty: 476.516235
	Iteration 12F: 3 clusters Score -5440.576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5641.092773 Penalty: 476.516235
	Iteration 13Q: 3 clusters Score -5641.093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5671.008301 Penalty: 476.516235
	Iteration 14Q: 3 clusters Score -5671.008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5762.187988 Penalty: 476.516235
	Iteration 15Q: 3 clusters Score -5762.188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5839.585938 Penalty: 476.516235
	Iteration 16Q: 3 clusters Score -5839.586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5839.585938 Penalty: 476.516235
	Iteration 17F: 3 clusters Score -5839.586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 183178 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 54351 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 84524 members 
Mstep: Class 29 contains 107056 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 10369 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 282 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 19532 members 
Mstep: Class 39 contains 1095 members 
Mstep: Class 40 contains 108 members 
Mstep: Class 41 contains 96788 members 
Mstep: Class 42 contains 1341 members 
Mstep: Class 43 contains 77949 members 
Mstep: Class 44 contains 55663 members 
Mstep: Class 45 contains 1146 members 
Mstep: Class 46 contains 485 members 
Mstep: Class 47 contains 460 members 
Mstep: Class 48 contains 67 members 
Entering Unmasked Estep 
Score: -90639232.000000 Penalty: 31649.066406
Splitting cluster 37 changes total score from -90577224.000000 to -90639232.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 38 (19532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Entering Unmasked Estep 
Score: -1020243.187500 Penalty: 449.531342
	Iteration 0F: 2 clusters Score -1020243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1007075.937500 Penalty: 899.062683
	Iteration 0F: 3 clusters Score -1007076 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1012650.250000 Penalty: 899.062683
	Iteration 1F: 3 clusters Score -1012650 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1012902.500000 Penalty: 899.062683
	Iteration 2Q: 3 clusters Score -1012902 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1013279.125000 Penalty: 899.062683
	Iteration 3Q: 3 clusters Score -1013279 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1013821.687500 Penalty: 899.062683
	Iteration 4F: 3 clusters Score -1013822 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1014652.250000 Penalty: 899.062683
	Iteration 5F: 3 clusters Score -1014652 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1015725.625000 Penalty: 899.062683
	Iteration 6F: 3 clusters Score -1015726 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1016732.375000 Penalty: 899.062683
	Iteration 7F: 3 clusters Score -1016732 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1017347.312500 Penalty: 899.062683
	Iteration 8Q: 3 clusters Score -1017347 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1017652.000000 Penalty: 899.062683
	Iteration 9Q: 3 clusters Score -1017652 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1017849.687500 Penalty: 899.062683
	Iteration 10Q: 3 clusters Score -1017850 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1018046.250000 Penalty: 899.062683
	Iteration 11Q: 3 clusters Score -1018046 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1018272.812500 Penalty: 899.062683
	Iteration 12Q: 3 clusters Score -1018273 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1018507.562500 Penalty: 899.062683
	Iteration 13Q: 3 clusters Score -1018508 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1018750.625000 Penalty: 899.062683
	Iteration 14Q: 3 clusters Score -1018751 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1019007.375000 Penalty: 899.062683
	Iteration 15Q: 3 clusters Score -1019007 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1019215.187500 Penalty: 899.062683
	Iteration 16Q: 3 clusters Score -1019215 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1019372.250000 Penalty: 899.062683
	Iteration 17Q: 3 clusters Score -1019372 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1019500.375000 Penalty: 899.062683
	Iteration 18Q: 3 clusters Score -1019500 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1019588.000000 Penalty: 899.062683
	Iteration 19Q: 3 clusters Score -1019588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1019656.000000 Penalty: 899.062683
	Iteration 20F: 3 clusters Score -1019656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1019693.437500 Penalty: 899.062683
	Iteration 21Q: 3 clusters Score -1019693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1019726.937500 Penalty: 899.062683
	Iteration 22Q: 3 clusters Score -1019727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1019752.250000 Penalty: 899.062683
	Iteration 23Q: 3 clusters Score -1019752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1019776.187500 Penalty: 899.062683
	Iteration 24Q: 3 clusters Score -1019776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1019796.625000 Penalty: 899.062683
	Iteration 25Q: 3 clusters Score -1019797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1019807.937500 Penalty: 899.062683
	Iteration 26Q: 3 clusters Score -1019808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1019813.875000 Penalty: 899.062683
	Iteration 27Q: 3 clusters Score -1019814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1019817.687500 Penalty: 899.062683
	Iteration 28Q: 3 clusters Score -1019818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1019819.062500 Penalty: 899.062683
	Iteration 29Q: 3 clusters Score -1019819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1019822.750000 Penalty: 899.062683
	Iteration 30Q: 3 clusters Score -1019823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1019825.687500 Penalty: 899.062683
	Iteration 31Q: 3 clusters Score -1019826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1019828.875000 Penalty: 899.062683
	Iteration 32Q: 3 clusters Score -1019829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1019830.562500 Penalty: 899.062683
	Iteration 33Q: 3 clusters Score -1019831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1019831.500000 Penalty: 899.062683
	Iteration 34Q: 3 clusters Score -1019832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1019833.375000 Penalty: 899.062683
	Iteration 35Q: 3 clusters Score -1019833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1019834.000000 Penalty: 899.062683
	Iteration 36Q: 3 clusters Score -1019834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1019834.062500 Penalty: 899.062683
	Iteration 37Q: 3 clusters Score -1019834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1019835.062500 Penalty: 899.062683
	Iteration 38Q: 3 clusters Score -1019835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1019834.812500 Penalty: 899.062683
	Iteration 39Q: 3 clusters Score -1019835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1019835.187500 Penalty: 899.062683
	Iteration 40F: 3 clusters Score -1019835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1019838.375000 Penalty: 899.062683
	Iteration 41Q: 3 clusters Score -1019838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1019838.375000 Penalty: 899.062683
	Iteration 42F: 3 clusters Score -1019838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 86597 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 217075 members 
Mstep: Class 5 contains 4623 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 73943 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 136713 members 
Mstep: Class 20 contains 169561 members 
Mstep: Class 21 contains 54351 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 97469 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 336 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 84524 members 
Mstep: Class 29 contains 107056 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 10369 members 
Mstep: Class 33 contains 44451 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 152153 members 
Mstep: Class 36 contains 282 members 
Mstep: Class 37 contains 121 members 
Mstep: Class 38 contains 19532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 634.203735 but Gain 659.355469
Score: -90661720.000000 Penalty: 30989.710938
Iteration 119Q: 48 clusters Score -9.066172e+07 nChanged 41551
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 127487 members 
Mstep: Class 2 contains 89883 members 
Mstep: Class 3 contains 61956 members 
Mstep: Class 4 contains 217071 members 
Mstep: Class 5 contains 4638 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 7187 members 
Mstep: Class 8 contains 178314 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 78208 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37072 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 1082 members 
Mstep: Class 16 contains 6916 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 137200 members 
Mstep: Class 20 contains 168237 members 
Mstep: Class 21 contains 57121 members 
Mstep: Class 22 contains 1416 members 
Mstep: Class 23 contains 98103 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 2731 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 84903 members 
Mstep: Class 29 contains 102253 members 
Mstep: Class 30 contains 18885 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 10517 members 
Mstep: Class 33 contains 45848 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 156200 members 
Mstep: Class 36 contains 284 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 19121 members 
Mstep: Class 39 contains 1024 members 
Mstep: Class 41 contains 92824 members 
Mstep: Class 42 contains 1249 members 
Mstep: Class 43 contains 76917 members 
Mstep: Class 44 contains 54780 members 
Mstep: Class 45 contains 1146 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 458 members 
Mstep: Class 48 contains 67 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90677112.000000 Penalty: 30989.710938
Iteration 120F: 48 clusters Score -9.067711e+07 nChanged 38367
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 125045 members 
Mstep: Class 2 contains 88569 members 
Mstep: Class 3 contains 61422 members 
Mstep: Class 4 contains 216783 members 
Mstep: Class 5 contains 4620 members 
Mstep: Class 6 contains 755 members 
Mstep: Class 7 contains 7099 members 
Mstep: Class 8 contains 186769 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 78844 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 37061 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 1045 members 
Mstep: Class 16 contains 6966 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 137040 members 
Mstep: Class 20 contains 163731 members 
Mstep: Class 21 contains 57844 members 
Mstep: Class 22 contains 1418 members 
Mstep: Class 23 contains 98046 members 
Mstep: Class 24 contains 1113 members 
Mstep: Class 25 contains 334 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 4391 members 
Mstep: Class 28 contains 84720 members 
Mstep: Class 29 contains 100373 members 
Mstep: Class 30 contains 18859 members 
Mstep: Class 31 contains 1218 members 
Mstep: Class 32 contains 10323 members 
Mstep: Class 33 contains 46423 members 
Mstep: Class 34 contains 311 members 
Mstep: Class 35 contains 156813 members 
Mstep: Class 36 contains 285 members 
Mstep: Class 37 contains 159 members 
Mstep: Class 38 contains 18732 members 
Mstep: Class 39 contains 1116 members 
Mstep: Class 41 contains 92116 members 
Mstep: Class 42 contains 1224 members 
Mstep: Class 43 contains 77127 members 
Mstep: Class 44 contains 56263 members 
Mstep: Class 45 contains 1164 members 
Mstep: Class 46 contains 496 members 
Mstep: Class 47 contains 486 members 
Mstep: Class 48 contains 66 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679912.000000 Penalty: 30989.710938
Iteration 121Q: 48 clusters Score -9.067991e+07 nChanged 25087
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 86313 members 
Mstep: Class 3 contains 61165 members 
Mstep: Class 4 contains 216811 members 
Mstep: Class 5 contains 4614 members 
Mstep: Class 6 contains 645 members 
Mstep: Class 7 contains 7021 members 
Mstep: Class 8 contains 192573 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 80747 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 37080 members 
Mstep: Class 14 contains 2863 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 7059 members 
Mstep: Class 17 contains 2015 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 136478 members 
Mstep: Class 20 contains 161116 members 
Mstep: Class 21 contains 58678 members 
Mstep: Class 22 contains 1425 members 
Mstep: Class 23 contains 97807 members 
Mstep: Class 24 contains 1110 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 3067 members 
Mstep: Class 27 contains 4507 members 
Mstep: Class 28 contains 84599 members 
Mstep: Class 29 contains 99938 members 
Mstep: Class 30 contains 18899 members 
Mstep: Class 31 contains 1220 members 
Mstep: Class 32 contains 10180 members 
Mstep: Class 33 contains 46783 members 
Mstep: Class 34 contains 308 members 
Mstep: Class 35 contains 157504 members 
Mstep: Class 36 contains 285 members 
Mstep: Class 37 contains 172 members 
Mstep: Class 38 contains 18403 members 
Mstep: Class 39 contains 1195 members 
Mstep: Class 41 contains 91399 members 
Mstep: Class 42 contains 1202 members 
Mstep: Class 43 contains 77147 members 
Mstep: Class 44 contains 56146 members 
Mstep: Class 45 contains 1176 members 
Mstep: Class 46 contains 511 members 
Mstep: Class 47 contains 513 members 
Mstep: Class 48 contains 65 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680360.000000 Penalty: 30989.710938
Iteration 122Q: 48 clusters Score -9.068036e+07 nChanged 24145
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 120795 members 
Mstep: Class 2 contains 82856 members 
Mstep: Class 3 contains 61039 members 
Mstep: Class 4 contains 216956 members 
Mstep: Class 5 contains 4610 members 
Mstep: Class 6 contains 580 members 
Mstep: Class 7 contains 6951 members 
Mstep: Class 8 contains 197779 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 83400 members 
Mstep: Class 11 contains 7411 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 37095 members 
Mstep: Class 14 contains 2852 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 7157 members 
Mstep: Class 17 contains 2001 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 135704 members 
Mstep: Class 20 contains 159620 members 
Mstep: Class 21 contains 59606 members 
Mstep: Class 22 contains 1438 members 
Mstep: Class 23 contains 97502 members 
Mstep: Class 24 contains 1111 members 
Mstep: Class 25 contains 314 members 
Mstep: Class 26 contains 3143 members 
Mstep: Class 27 contains 4689 members 
Mstep: Class 28 contains 84440 members 
Mstep: Class 29 contains 99685 members 
Mstep: Class 30 contains 18924 members 
Mstep: Class 31 contains 1219 members 
Mstep: Class 32 contains 10068 members 
Mstep: Class 33 contains 47070 members 
Mstep: Class 34 contains 307 members 
Mstep: Class 35 contains 158177 members 
Mstep: Class 36 contains 288 members 
Mstep: Class 37 contains 175 members 
Mstep: Class 38 contains 18104 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 41 contains 90948 members 
Mstep: Class 42 contains 1181 members 
Mstep: Class 43 contains 77117 members 
Mstep: Class 44 contains 55521 members 
Mstep: Class 45 contains 1191 members 
Mstep: Class 46 contains 521 members 
Mstep: Class 47 contains 531 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90678600.000000 Penalty: 30989.710938
Iteration 123Q: 48 clusters Score -9.06786e+07 nChanged 24383
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 78422 members 
Mstep: Class 3 contains 60983 members 
Mstep: Class 4 contains 217100 members 
Mstep: Class 5 contains 4608 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 6920 members 
Mstep: Class 8 contains 202808 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 86657 members 
Mstep: Class 11 contains 7402 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 37093 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 1048 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 134832 members 
Mstep: Class 20 contains 158922 members 
Mstep: Class 21 contains 60507 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 97219 members 
Mstep: Class 24 contains 1112 members 
Mstep: Class 25 contains 307 members 
Mstep: Class 26 contains 3196 members 
Mstep: Class 27 contains 4917 members 
Mstep: Class 28 contains 84300 members 
Mstep: Class 29 contains 99313 members 
Mstep: Class 30 contains 18974 members 
Mstep: Class 31 contains 1219 members 
Mstep: Class 32 contains 9974 members 
Mstep: Class 33 contains 47318 members 
Mstep: Class 34 contains 304 members 
Mstep: Class 35 contains 158818 members 
Mstep: Class 36 contains 288 members 
Mstep: Class 37 contains 180 members 
Mstep: Class 38 contains 17766 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 41 contains 90755 members 
Mstep: Class 42 contains 1176 members 
Mstep: Class 43 contains 77044 members 
Mstep: Class 44 contains 54455 members 
Mstep: Class 45 contains 1199 members 
Mstep: Class 46 contains 527 members 
Mstep: Class 47 contains 548 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90675352.000000 Penalty: 30989.710938
Iteration 124Q: 48 clusters Score -9.067535e+07 nChanged 26505
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 117358 members 
Mstep: Class 2 contains 72465 members 
Mstep: Class 3 contains 61001 members 
Mstep: Class 4 contains 217249 members 
Mstep: Class 5 contains 4604 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 207942 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 90613 members 
Mstep: Class 11 contains 7391 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 13 contains 37103 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 1063 members 
Mstep: Class 16 contains 7319 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 133968 members 
Mstep: Class 20 contains 158643 members 
Mstep: Class 21 contains 61480 members 
Mstep: Class 22 contains 1473 members 
Mstep: Class 23 contains 96932 members 
Mstep: Class 24 contains 1112 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 3248 members 
Mstep: Class 27 contains 5138 members 
Mstep: Class 28 contains 84190 members 
Mstep: Class 29 contains 98620 members 
Mstep: Class 30 contains 19024 members 
Mstep: Class 31 contains 1220 members 
Mstep: Class 32 contains 9883 members 
Mstep: Class 33 contains 47590 members 
Mstep: Class 34 contains 304 members 
Mstep: Class 35 contains 159473 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 185 members 
Mstep: Class 38 contains 17417 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 41 contains 90827 members 
Mstep: Class 42 contains 1173 members 
Mstep: Class 43 contains 76920 members 
Mstep: Class 44 contains 52972 members 
Mstep: Class 45 contains 1196 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 556 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90671816.000000 Penalty: 30989.710938
Iteration 125Q: 48 clusters Score -9.067182e+07 nChanged 29804
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 117471 members 
Mstep: Class 2 contains 64154 members 
Mstep: Class 3 contains 61078 members 
Mstep: Class 4 contains 217368 members 
Mstep: Class 5 contains 4603 members 
Mstep: Class 6 contains 475 members 
Mstep: Class 7 contains 6865 members 
Mstep: Class 8 contains 213599 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 95314 members 
Mstep: Class 11 contains 7370 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 13 contains 37114 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 1076 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 2009 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 133239 members 
Mstep: Class 20 contains 158425 members 
Mstep: Class 21 contains 62303 members 
Mstep: Class 22 contains 1493 members 
Mstep: Class 23 contains 96619 members 
Mstep: Class 24 contains 1116 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 3286 members 
Mstep: Class 27 contains 5329 members 
Mstep: Class 28 contains 84071 members 
Mstep: Class 29 contains 97422 members 
Mstep: Class 30 contains 19074 members 
Mstep: Class 31 contains 1221 members 
Mstep: Class 32 contains 9803 members 
Mstep: Class 33 contains 47837 members 
Mstep: Class 34 contains 303 members 
Mstep: Class 35 contains 160129 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 191 members 
Mstep: Class 38 contains 17081 members 
Mstep: Class 39 contains 1408 members 
Mstep: Class 41 contains 91182 members 
Mstep: Class 42 contains 1169 members 
Mstep: Class 43 contains 76798 members 
Mstep: Class 44 contains 51265 members 
Mstep: Class 45 contains 1200 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 565 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90665800.000000 Penalty: 30989.710938
Iteration 126Q: 48 clusters Score -9.06658e+07 nChanged 33102
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 54031 members 
Mstep: Class 3 contains 61205 members 
Mstep: Class 4 contains 217442 members 
Mstep: Class 5 contains 4601 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 218699 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 100705 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 37116 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 2013 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 132700 members 
Mstep: Class 20 contains 158250 members 
Mstep: Class 21 contains 63129 members 
Mstep: Class 22 contains 1509 members 
Mstep: Class 23 contains 96342 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 296 members 
Mstep: Class 26 contains 3316 members 
Mstep: Class 27 contains 5509 members 
Mstep: Class 28 contains 84016 members 
Mstep: Class 29 contains 95715 members 
Mstep: Class 30 contains 19122 members 
Mstep: Class 31 contains 1224 members 
Mstep: Class 32 contains 9731 members 
Mstep: Class 33 contains 48089 members 
Mstep: Class 34 contains 300 members 
Mstep: Class 35 contains 160763 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 196 members 
Mstep: Class 38 contains 16711 members 
Mstep: Class 39 contains 1435 members 
Mstep: Class 41 contains 91876 members 
Mstep: Class 42 contains 1167 members 
Mstep: Class 43 contains 76674 members 
Mstep: Class 44 contains 49322 members 
Mstep: Class 45 contains 1201 members 
Mstep: Class 46 contains 526 members 
Mstep: Class 47 contains 573 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90658064.000000 Penalty: 30989.710938
Iteration 127Q: 48 clusters Score -9.065806e+07 nChanged 35198
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 122719 members 
Mstep: Class 2 contains 42914 members 
Mstep: Class 3 contains 61372 members 
Mstep: Class 4 contains 217511 members 
Mstep: Class 5 contains 4602 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 6868 members 
Mstep: Class 8 contains 222969 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 106887 members 
Mstep: Class 11 contains 7327 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 37124 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 1107 members 
Mstep: Class 16 contains 7566 members 
Mstep: Class 17 contains 2019 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 132476 members 
Mstep: Class 20 contains 157731 members 
Mstep: Class 21 contains 63940 members 
Mstep: Class 22 contains 1523 members 
Mstep: Class 23 contains 96111 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 293 members 
Mstep: Class 26 contains 3339 members 
Mstep: Class 27 contains 5662 members 
Mstep: Class 28 contains 83961 members 
Mstep: Class 29 contains 93547 members 
Mstep: Class 30 contains 19166 members 
Mstep: Class 31 contains 1227 members 
Mstep: Class 32 contains 9667 members 
Mstep: Class 33 contains 48302 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 161390 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 200 members 
Mstep: Class 38 contains 16383 members 
Mstep: Class 39 contains 1451 members 
Mstep: Class 41 contains 92692 members 
Mstep: Class 42 contains 1169 members 
Mstep: Class 43 contains 76544 members 
Mstep: Class 44 contains 47282 members 
Mstep: Class 45 contains 1204 members 
Mstep: Class 46 contains 530 members 
Mstep: Class 47 contains 580 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 654.508972 but Gain 659.355469
Score: -90651384.000000 Penalty: 30330.355469
Iteration 128Q: 47 clusters Score -9.065138e+07 nChanged 34905
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 126917 members 
Mstep: Class 2 contains 32898 members 
Mstep: Class 3 contains 61576 members 
Mstep: Class 4 contains 217565 members 
Mstep: Class 5 contains 4600 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 225018 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 113332 members 
Mstep: Class 11 contains 7313 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 37141 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 7643 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 132772 members 
Mstep: Class 20 contains 156675 members 
Mstep: Class 21 contains 65345 members 
Mstep: Class 22 contains 1539 members 
Mstep: Class 23 contains 95984 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 290 members 
Mstep: Class 26 contains 3356 members 
Mstep: Class 27 contains 5823 members 
Mstep: Class 28 contains 83934 members 
Mstep: Class 29 contains 90908 members 
Mstep: Class 30 contains 19204 members 
Mstep: Class 31 contains 1227 members 
Mstep: Class 32 contains 9607 members 
Mstep: Class 33 contains 48408 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 162024 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 201 members 
Mstep: Class 38 contains 16032 members 
Mstep: Class 39 contains 1461 members 
Mstep: Class 41 contains 93645 members 
Mstep: Class 42 contains 1174 members 
Mstep: Class 43 contains 76407 members 
Mstep: Class 44 contains 45377 members 
Mstep: Class 45 contains 1207 members 
Mstep: Class 46 contains 535 members 
Mstep: Class 47 contains 587 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90646688.000000 Penalty: 30330.355469
Iteration 129Q: 47 clusters Score -9.064669e+07 nChanged 31255
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 131216 members 
Mstep: Class 2 contains 25988 members 
Mstep: Class 3 contains 61720 members 
Mstep: Class 4 contains 217618 members 
Mstep: Class 5 contains 4607 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 8 contains 223755 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 119582 members 
Mstep: Class 11 contains 7305 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 37152 members 
Mstep: Class 14 contains 2887 members 
Mstep: Class 15 contains 1131 members 
Mstep: Class 16 contains 7728 members 
Mstep: Class 17 contains 2048 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 133475 members 
Mstep: Class 20 contains 155092 members 
Mstep: Class 21 contains 66875 members 
Mstep: Class 22 contains 1545 members 
Mstep: Class 23 contains 95872 members 
Mstep: Class 24 contains 1132 members 
Mstep: Class 25 contains 285 members 
Mstep: Class 26 contains 3360 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 83944 members 
Mstep: Class 29 contains 88093 members 
Mstep: Class 30 contains 19231 members 
Mstep: Class 31 contains 1227 members 
Mstep: Class 32 contains 9565 members 
Mstep: Class 33 contains 48413 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 162694 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 205 members 
Mstep: Class 38 contains 15701 members 
Mstep: Class 39 contains 1473 members 
Mstep: Class 41 contains 94599 members 
Mstep: Class 42 contains 1180 members 
Mstep: Class 43 contains 76270 members 
Mstep: Class 44 contains 43559 members 
Mstep: Class 45 contains 1213 members 
Mstep: Class 46 contains 541 members 
Mstep: Class 47 contains 596 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90645648.000000 Penalty: 30330.355469
Iteration 130Q: 47 clusters Score -9.064565e+07 nChanged 27894
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 134786 members 
Mstep: Class 2 contains 21628 members 
Mstep: Class 3 contains 61821 members 
Mstep: Class 4 contains 217675 members 
Mstep: Class 5 contains 4609 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 220793 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 125524 members 
Mstep: Class 11 contains 7299 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 37156 members 
Mstep: Class 14 contains 2900 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 7811 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 134182 members 
Mstep: Class 20 contains 153134 members 
Mstep: Class 21 contains 68646 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 23 contains 95802 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 3360 members 
Mstep: Class 27 contains 6120 members 
Mstep: Class 28 contains 83928 members 
Mstep: Class 29 contains 85514 members 
Mstep: Class 30 contains 19260 members 
Mstep: Class 31 contains 1228 members 
Mstep: Class 32 contains 9518 members 
Mstep: Class 33 contains 48278 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 163388 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 208 members 
Mstep: Class 38 contains 15412 members 
Mstep: Class 39 contains 1478 members 
Mstep: Class 41 contains 95555 members 
Mstep: Class 42 contains 1185 members 
Mstep: Class 43 contains 76142 members 
Mstep: Class 44 contains 41957 members 
Mstep: Class 45 contains 1223 members 
Mstep: Class 46 contains 543 members 
Mstep: Class 47 contains 602 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90647360.000000 Penalty: 30330.355469
Iteration 131Q: 47 clusters Score -9.064736e+07 nChanged 25302
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 137666 members 
Mstep: Class 2 contains 18961 members 
Mstep: Class 3 contains 61879 members 
Mstep: Class 4 contains 217754 members 
Mstep: Class 5 contains 4607 members 
Mstep: Class 7 contains 6996 members 
Mstep: Class 8 contains 217475 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 130250 members 
Mstep: Class 11 contains 7293 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 37159 members 
Mstep: Class 14 contains 2911 members 
Mstep: Class 15 contains 1150 members 
Mstep: Class 16 contains 7885 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 134474 members 
Mstep: Class 20 contains 150796 members 
Mstep: Class 21 contains 70708 members 
Mstep: Class 22 contains 1574 members 
Mstep: Class 23 contains 95716 members 
Mstep: Class 24 contains 1144 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 3380 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 83937 members 
Mstep: Class 29 contains 83978 members 
Mstep: Class 30 contains 19285 members 
Mstep: Class 31 contains 1229 members 
Mstep: Class 32 contains 9476 members 
Mstep: Class 33 contains 48088 members 
Mstep: Class 34 contains 277 members 
Mstep: Class 35 contains 164110 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 209 members 
Mstep: Class 38 contains 15153 members 
Mstep: Class 39 contains 1481 members 
Mstep: Class 41 contains 96399 members 
Mstep: Class 42 contains 1180 members 
Mstep: Class 43 contains 75999 members 
Mstep: Class 44 contains 40560 members 
Mstep: Class 45 contains 1223 members 
Mstep: Class 46 contains 550 members 
Mstep: Class 47 contains 606 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90649816.000000 Penalty: 30330.355469
Iteration 132Q: 47 clusters Score -9.064982e+07 nChanged 23692
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 139402 members 
Mstep: Class 2 contains 17323 members 
Mstep: Class 3 contains 61902 members 
Mstep: Class 4 contains 217804 members 
Mstep: Class 5 contains 4600 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 214606 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 134019 members 
Mstep: Class 11 contains 7288 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 37157 members 
Mstep: Class 14 contains 2908 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 7956 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 134460 members 
Mstep: Class 20 contains 148226 members 
Mstep: Class 21 contains 72893 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 95637 members 
Mstep: Class 24 contains 1147 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 3392 members 
Mstep: Class 27 contains 6422 members 
Mstep: Class 28 contains 83929 members 
Mstep: Class 29 contains 83405 members 
Mstep: Class 30 contains 19312 members 
Mstep: Class 31 contains 1231 members 
Mstep: Class 32 contains 9430 members 
Mstep: Class 33 contains 47928 members 
Mstep: Class 34 contains 273 members 
Mstep: Class 35 contains 164823 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 210 members 
Mstep: Class 38 contains 14874 members 
Mstep: Class 39 contains 1486 members 
Mstep: Class 41 contains 97146 members 
Mstep: Class 42 contains 1175 members 
Mstep: Class 43 contains 75879 members 
Mstep: Class 44 contains 39380 members 
Mstep: Class 45 contains 1225 members 
Mstep: Class 46 contains 553 members 
Mstep: Class 47 contains 609 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90652328.000000 Penalty: 30330.355469
Iteration 133Q: 47 clusters Score -9.065233e+07 nChanged 22970
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 139961 members 
Mstep: Class 2 contains 16461 members 
Mstep: Class 3 contains 61898 members 
Mstep: Class 4 contains 217832 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 7 contains 7019 members 
Mstep: Class 8 contains 212164 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 137128 members 
Mstep: Class 11 contains 7285 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 37151 members 
Mstep: Class 14 contains 2902 members 
Mstep: Class 15 contains 1167 members 
Mstep: Class 16 contains 8027 members 
Mstep: Class 17 contains 2017 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 134299 members 
Mstep: Class 20 contains 145591 members 
Mstep: Class 21 contains 75383 members 
Mstep: Class 22 contains 1622 members 
Mstep: Class 23 contains 95551 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 3406 members 
Mstep: Class 27 contains 6612 members 
Mstep: Class 28 contains 83895 members 
Mstep: Class 29 contains 83408 members 
Mstep: Class 30 contains 19328 members 
Mstep: Class 31 contains 1233 members 
Mstep: Class 32 contains 9390 members 
Mstep: Class 33 contains 47797 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 165550 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 212 members 
Mstep: Class 38 contains 14568 members 
Mstep: Class 39 contains 1498 members 
Mstep: Class 41 contains 97690 members 
Mstep: Class 42 contains 1169 members 
Mstep: Class 43 contains 75757 members 
Mstep: Class 44 contains 38429 members 
Mstep: Class 45 contains 1224 members 
Mstep: Class 46 contains 554 members 
Mstep: Class 47 contains 613 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90653768.000000 Penalty: 30330.355469
Iteration 134Q: 47 clusters Score -9.065377e+07 nChanged 21236
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 139740 members 
Mstep: Class 2 contains 16058 members 
Mstep: Class 3 contains 61900 members 
Mstep: Class 4 contains 217870 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 7 contains 7019 members 
Mstep: Class 8 contains 211154 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 138314 members 
Mstep: Class 11 contains 7282 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 37150 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 8095 members 
Mstep: Class 17 contains 2020 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 134162 members 
Mstep: Class 20 contains 143110 members 
Mstep: Class 21 contains 78178 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 95423 members 
Mstep: Class 24 contains 1153 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 3420 members 
Mstep: Class 27 contains 6828 members 
Mstep: Class 28 contains 83873 members 
Mstep: Class 29 contains 83738 members 
Mstep: Class 30 contains 19330 members 
Mstep: Class 31 contains 1233 members 
Mstep: Class 32 contains 9358 members 
Mstep: Class 33 contains 47637 members 
Mstep: Class 34 contains 262 members 
Mstep: Class 35 contains 166217 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 14322 members 
Mstep: Class 39 contains 1516 members 
Mstep: Class 41 contains 98086 members 
Mstep: Class 42 contains 1164 members 
Mstep: Class 43 contains 75612 members 
Mstep: Class 44 contains 37668 members 
Mstep: Class 45 contains 1223 members 
Mstep: Class 46 contains 553 members 
Mstep: Class 47 contains 615 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90653952.000000 Penalty: 30330.355469
Iteration 135Q: 47 clusters Score -9.065395e+07 nChanged 18685
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 139113 members 
Mstep: Class 2 contains 15839 members 
Mstep: Class 3 contains 61922 members 
Mstep: Class 4 contains 217931 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 7 contains 7023 members 
Mstep: Class 8 contains 211188 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 138238 members 
Mstep: Class 11 contains 7274 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37142 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 8153 members 
Mstep: Class 17 contains 2015 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 134177 members 
Mstep: Class 20 contains 140725 members 
Mstep: Class 21 contains 80779 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 95342 members 
Mstep: Class 24 contains 1155 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 7059 members 
Mstep: Class 28 contains 83885 members 
Mstep: Class 29 contains 84290 members 
Mstep: Class 30 contains 19335 members 
Mstep: Class 31 contains 1233 members 
Mstep: Class 32 contains 9331 members 
Mstep: Class 33 contains 47531 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 166815 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 221 members 
Mstep: Class 38 contains 14034 members 
Mstep: Class 39 contains 1539 members 
Mstep: Class 41 contains 98397 members 
Mstep: Class 42 contains 1158 members 
Mstep: Class 43 contains 75499 members 
Mstep: Class 44 contains 37060 members 
Mstep: Class 45 contains 1222 members 
Mstep: Class 46 contains 552 members 
Mstep: Class 47 contains 618 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90653504.000000 Penalty: 30330.355469
Iteration 136Q: 47 clusters Score -9.06535e+07 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 138578 members 
Mstep: Class 2 contains 15653 members 
Mstep: Class 3 contains 61964 members 
Mstep: Class 4 contains 217987 members 
Mstep: Class 5 contains 4595 members 
Mstep: Class 7 contains 7024 members 
Mstep: Class 8 contains 211777 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 137285 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 37141 members 
Mstep: Class 14 contains 2895 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 8212 members 
Mstep: Class 17 contains 2014 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 134274 members 
Mstep: Class 20 contains 138565 members 
Mstep: Class 21 contains 83236 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 95286 members 
Mstep: Class 24 contains 1157 members 
Mstep: Class 25 contains 276 members 
Mstep: Class 26 contains 3435 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 83859 members 
Mstep: Class 29 contains 84935 members 
Mstep: Class 30 contains 19343 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 9316 members 
Mstep: Class 33 contains 47450 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 167376 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 225 members 
Mstep: Class 38 contains 13732 members 
Mstep: Class 39 contains 1567 members 
Mstep: Class 41 contains 98620 members 
Mstep: Class 42 contains 1154 members 
Mstep: Class 43 contains 75388 members 
Mstep: Class 44 contains 36477 members 
Mstep: Class 45 contains 1221 members 
Mstep: Class 46 contains 551 members 
Mstep: Class 47 contains 622 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90652072.000000 Penalty: 30330.355469
Iteration 137Q: 47 clusters Score -9.065207e+07 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 138077 members 
Mstep: Class 2 contains 15524 members 
Mstep: Class 3 contains 62035 members 
Mstep: Class 4 contains 218051 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 212646 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 135901 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37141 members 
Mstep: Class 14 contains 2904 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 8266 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 134441 members 
Mstep: Class 20 contains 136680 members 
Mstep: Class 21 contains 85568 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 95256 members 
Mstep: Class 24 contains 1161 members 
Mstep: Class 25 contains 273 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 7536 members 
Mstep: Class 28 contains 83824 members 
Mstep: Class 29 contains 85601 members 
Mstep: Class 30 contains 19346 members 
Mstep: Class 31 contains 1235 members 
Mstep: Class 32 contains 9310 members 
Mstep: Class 33 contains 47366 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 167851 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 229 members 
Mstep: Class 38 contains 13490 members 
Mstep: Class 39 contains 1585 members 
Mstep: Class 41 contains 98748 members 
Mstep: Class 42 contains 1147 members 
Mstep: Class 43 contains 75260 members 
Mstep: Class 44 contains 35813 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 552 members 
Mstep: Class 47 contains 624 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90650800.000000 Penalty: 30330.355469
Iteration 138Q: 47 clusters Score -9.06508e+07 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 137710 members 
Mstep: Class 2 contains 15415 members 
Mstep: Class 3 contains 62109 members 
Mstep: Class 4 contains 218099 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 213437 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 134425 members 
Mstep: Class 11 contains 7253 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 37139 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 8311 members 
Mstep: Class 17 contains 2012 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 134738 members 
Mstep: Class 20 contains 135067 members 
Mstep: Class 21 contains 87737 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 95232 members 
Mstep: Class 24 contains 1165 members 
Mstep: Class 25 contains 271 members 
Mstep: Class 26 contains 3435 members 
Mstep: Class 27 contains 7809 members 
Mstep: Class 28 contains 83805 members 
Mstep: Class 29 contains 86234 members 
Mstep: Class 30 contains 19346 members 
Mstep: Class 31 contains 1237 members 
Mstep: Class 32 contains 9299 members 
Mstep: Class 33 contains 47271 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 168338 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 13253 members 
Mstep: Class 39 contains 1604 members 
Mstep: Class 41 contains 98771 members 
Mstep: Class 42 contains 1142 members 
Mstep: Class 43 contains 75141 members 
Mstep: Class 44 contains 35020 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 552 members 
Mstep: Class 47 contains 627 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90649128.000000 Penalty: 30330.355469
Iteration 139Q: 47 clusters Score -9.064913e+07 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 137568 members 
Mstep: Class 2 contains 15269 members 
Mstep: Class 3 contains 62192 members 
Mstep: Class 4 contains 218115 members 
Mstep: Class 5 contains 4598 members 
Mstep: Class 7 contains 6997 members 
Mstep: Class 8 contains 214183 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 133013 members 
Mstep: Class 11 contains 7245 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37136 members 
Mstep: Class 14 contains 2904 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 8361 members 
Mstep: Class 17 contains 2005 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 135094 members 
Mstep: Class 20 contains 133638 members 
Mstep: Class 21 contains 89752 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 95211 members 
Mstep: Class 24 contains 1163 members 
Mstep: Class 25 contains 269 members 
Mstep: Class 26 contains 3429 members 
Mstep: Class 27 contains 8092 members 
Mstep: Class 28 contains 83796 members 
Mstep: Class 29 contains 86706 members 
Mstep: Class 30 contains 19348 members 
Mstep: Class 31 contains 1239 members 
Mstep: Class 32 contains 9292 members 
Mstep: Class 33 contains 47218 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 168773 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 13023 members 
Mstep: Class 39 contains 1621 members 
Mstep: Class 41 contains 98735 members 
Mstep: Class 42 contains 1128 members 
Mstep: Class 43 contains 75020 members 
Mstep: Class 44 contains 34163 members 
Mstep: Class 45 contains 1221 members 
Mstep: Class 46 contains 555 members 
Mstep: Class 47 contains 629 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90659312.000000 Penalty: 30330.355469
Iteration 140F: 47 clusters Score -9.065931e+07 nChanged 27951
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 137062 members 
Mstep: Class 2 contains 10440 members 
Mstep: Class 3 contains 62252 members 
Mstep: Class 4 contains 218133 members 
Mstep: Class 5 contains 4597 members 
Mstep: Class 7 contains 6984 members 
Mstep: Class 8 contains 215346 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 138852 members 
Mstep: Class 11 contains 7242 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37134 members 
Mstep: Class 14 contains 2904 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8392 members 
Mstep: Class 17 contains 1981 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 133853 members 
Mstep: Class 20 contains 132105 members 
Mstep: Class 21 contains 93458 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 94943 members 
Mstep: Class 24 contains 1163 members 
Mstep: Class 25 contains 268 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 8356 members 
Mstep: Class 28 contains 83813 members 
Mstep: Class 29 contains 85312 members 
Mstep: Class 30 contains 19340 members 
Mstep: Class 31 contains 1240 members 
Mstep: Class 32 contains 9282 members 
Mstep: Class 33 contains 46995 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 169158 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 233 members 
Mstep: Class 38 contains 12781 members 
Mstep: Class 39 contains 1666 members 
Mstep: Class 41 contains 98649 members 
Mstep: Class 42 contains 1112 members 
Mstep: Class 43 contains 74872 members 
Mstep: Class 44 contains 33153 members 
Mstep: Class 45 contains 1220 members 
Mstep: Class 46 contains 556 members 
Mstep: Class 47 contains 629 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90656872.000000 Penalty: 30330.355469
Iteration 141Q: 47 clusters Score -9.065687e+07 nChanged 28864
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 136285 members 
Mstep: Class 2 contains 8145 members 
Mstep: Class 3 contains 62326 members 
Mstep: Class 4 contains 218132 members 
Mstep: Class 5 contains 4606 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 213143 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 144484 members 
Mstep: Class 11 contains 7238 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37131 members 
Mstep: Class 14 contains 2895 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8436 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 132277 members 
Mstep: Class 20 contains 130622 members 
Mstep: Class 21 contains 98915 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 94847 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 8637 members 
Mstep: Class 28 contains 83836 members 
Mstep: Class 29 contains 83984 members 
Mstep: Class 30 contains 19329 members 
Mstep: Class 31 contains 1239 members 
Mstep: Class 32 contains 9274 members 
Mstep: Class 33 contains 46677 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 169586 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 235 members 
Mstep: Class 38 contains 12576 members 
Mstep: Class 39 contains 1712 members 
Mstep: Class 41 contains 98499 members 
Mstep: Class 42 contains 1097 members 
Mstep: Class 43 contains 74704 members 
Mstep: Class 44 contains 31800 members 
Mstep: Class 45 contains 1220 members 
Mstep: Class 46 contains 558 members 
Mstep: Class 47 contains 633 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90657240.000000 Penalty: 30330.355469
Iteration 142Q: 47 clusters Score -9.065724e+07 nChanged 27991
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 135205 members 
Mstep: Class 2 contains 6775 members 
Mstep: Class 3 contains 62331 members 
Mstep: Class 4 contains 218124 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 7 contains 6958 members 
Mstep: Class 8 contains 210032 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 149612 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37122 members 
Mstep: Class 14 contains 2875 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 8489 members 
Mstep: Class 17 contains 1957 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 19 contains 130837 members 
Mstep: Class 20 contains 129069 members 
Mstep: Class 21 contains 105591 members 
Mstep: Class 22 contains 1789 members 
Mstep: Class 23 contains 94832 members 
Mstep: Class 24 contains 1191 members 
Mstep: Class 25 contains 262 members 
Mstep: Class 26 contains 3425 members 
Mstep: Class 27 contains 8912 members 
Mstep: Class 28 contains 83849 members 
Mstep: Class 29 contains 82871 members 
Mstep: Class 30 contains 19322 members 
Mstep: Class 31 contains 1240 members 
Mstep: Class 32 contains 9267 members 
Mstep: Class 33 contains 46430 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 170006 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 237 members 
Mstep: Class 38 contains 12384 members 
Mstep: Class 39 contains 1751 members 
Mstep: Class 41 contains 98146 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 74532 members 
Mstep: Class 44 contains 29895 members 
Mstep: Class 45 contains 1220 members 
Mstep: Class 46 contains 560 members 
Mstep: Class 47 contains 635 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90657272.000000 Penalty: 30330.355469
Iteration 143Q: 47 clusters Score -9.065727e+07 nChanged 27604
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 133980 members 
Mstep: Class 2 contains 5792 members 
Mstep: Class 3 contains 62325 members 
Mstep: Class 4 contains 218120 members 
Mstep: Class 5 contains 4606 members 
Mstep: Class 7 contains 6928 members 
Mstep: Class 8 contains 206348 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 155155 members 
Mstep: Class 11 contains 7230 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37115 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 8530 members 
Mstep: Class 17 contains 1946 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 129482 members 
Mstep: Class 20 contains 127418 members 
Mstep: Class 21 contains 113184 members 
Mstep: Class 22 contains 1806 members 
Mstep: Class 23 contains 94894 members 
Mstep: Class 24 contains 1214 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 3429 members 
Mstep: Class 27 contains 9169 members 
Mstep: Class 28 contains 83849 members 
Mstep: Class 29 contains 81953 members 
Mstep: Class 30 contains 19329 members 
Mstep: Class 31 contains 1240 members 
Mstep: Class 32 contains 9259 members 
Mstep: Class 33 contains 46184 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 170451 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 242 members 
Mstep: Class 38 contains 12178 members 
Mstep: Class 39 contains 1788 members 
Mstep: Class 41 contains 97000 members 
Mstep: Class 42 contains 1069 members 
Mstep: Class 43 contains 74388 members 
Mstep: Class 44 contains 27524 members 
Mstep: Class 45 contains 1220 members 
Mstep: Class 46 contains 562 members 
Mstep: Class 47 contains 636 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90658896.000000 Penalty: 30330.355469
Iteration 144Q: 47 clusters Score -9.06589e+07 nChanged 27253
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 132342 members 
Mstep: Class 2 contains 5060 members 
Mstep: Class 3 contains 62297 members 
Mstep: Class 4 contains 218108 members 
Mstep: Class 5 contains 4606 members 
Mstep: Class 7 contains 6897 members 
Mstep: Class 8 contains 202635 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 160670 members 
Mstep: Class 11 contains 7224 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37115 members 
Mstep: Class 14 contains 2846 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 8564 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 128372 members 
Mstep: Class 20 contains 125698 members 
Mstep: Class 21 contains 121768 members 
Mstep: Class 22 contains 1827 members 
Mstep: Class 23 contains 94970 members 
Mstep: Class 24 contains 1230 members 
Mstep: Class 25 contains 249 members 
Mstep: Class 26 contains 3434 members 
Mstep: Class 27 contains 9422 members 
Mstep: Class 28 contains 83859 members 
Mstep: Class 29 contains 81139 members 
Mstep: Class 30 contains 19329 members 
Mstep: Class 31 contains 1240 members 
Mstep: Class 32 contains 9245 members 
Mstep: Class 33 contains 45946 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 170922 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 247 members 
Mstep: Class 38 contains 11967 members 
Mstep: Class 39 contains 1829 members 
Mstep: Class 41 contains 95161 members 
Mstep: Class 42 contains 1052 members 
Mstep: Class 43 contains 74240 members 
Mstep: Class 44 contains 24792 members 
Mstep: Class 45 contains 1223 members 
Mstep: Class 46 contains 564 members 
Mstep: Class 47 contains 636 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90660024.000000 Penalty: 30330.355469
Iteration 145Q: 47 clusters Score -9.066002e+07 nChanged 26907
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 130491 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 62320 members 
Mstep: Class 4 contains 218093 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 7 contains 6889 members 
Mstep: Class 8 contains 199055 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 165986 members 
Mstep: Class 11 contains 7220 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37117 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 127480 members 
Mstep: Class 20 contains 123971 members 
Mstep: Class 21 contains 131138 members 
Mstep: Class 22 contains 1852 members 
Mstep: Class 23 contains 95042 members 
Mstep: Class 24 contains 1242 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 3433 members 
Mstep: Class 27 contains 9676 members 
Mstep: Class 28 contains 83880 members 
Mstep: Class 29 contains 80267 members 
Mstep: Class 30 contains 19329 members 
Mstep: Class 31 contains 1243 members 
Mstep: Class 32 contains 9241 members 
Mstep: Class 33 contains 45756 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 171497 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 253 members 
Mstep: Class 38 contains 11764 members 
Mstep: Class 39 contains 1862 members 
Mstep: Class 41 contains 92415 members 
Mstep: Class 42 contains 1034 members 
Mstep: Class 43 contains 74101 members 
Mstep: Class 44 contains 21902 members 
Mstep: Class 45 contains 1221 members 
Mstep: Class 46 contains 566 members 
Mstep: Class 47 contains 637 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90661664.000000 Penalty: 30330.355469
Iteration 146Q: 47 clusters Score -9.066166e+07 nChanged 28165
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 127740 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 62355 members 
Mstep: Class 4 contains 218157 members 
Mstep: Class 5 contains 4600 members 
Mstep: Class 7 contains 6861 members 
Mstep: Class 8 contains 194777 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 171982 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37117 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 126762 members 
Mstep: Class 20 contains 122675 members 
Mstep: Class 21 contains 141065 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 95075 members 
Mstep: Class 24 contains 1246 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 3434 members 
Mstep: Class 27 contains 9930 members 
Mstep: Class 28 contains 83862 members 
Mstep: Class 29 contains 79459 members 
Mstep: Class 30 contains 19340 members 
Mstep: Class 31 contains 1243 members 
Mstep: Class 32 contains 9237 members 
Mstep: Class 33 contains 45590 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 172213 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 258 members 
Mstep: Class 38 contains 11581 members 
Mstep: Class 39 contains 1903 members 
Mstep: Class 41 contains 88968 members 
Mstep: Class 42 contains 1009 members 
Mstep: Class 43 contains 73961 members 
Mstep: Class 44 contains 19158 members 
Mstep: Class 45 contains 1222 members 
Mstep: Class 46 contains 567 members 
Mstep: Class 47 contains 639 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90662744.000000 Penalty: 30330.355469
Iteration 147Q: 47 clusters Score -9.066274e+07 nChanged 29582
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 3486 members 
Mstep: Class 3 contains 62379 members 
Mstep: Class 4 contains 218272 members 
Mstep: Class 5 contains 4601 members 
Mstep: Class 7 contains 6815 members 
Mstep: Class 8 contains 189529 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 178344 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37122 members 
Mstep: Class 14 contains 2817 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 126199 members 
Mstep: Class 20 contains 121770 members 
Mstep: Class 21 contains 151284 members 
Mstep: Class 22 contains 1902 members 
Mstep: Class 23 contains 95118 members 
Mstep: Class 24 contains 1252 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 3433 members 
Mstep: Class 27 contains 10158 members 
Mstep: Class 28 contains 83853 members 
Mstep: Class 29 contains 78475 members 
Mstep: Class 30 contains 19358 members 
Mstep: Class 31 contains 1242 members 
Mstep: Class 32 contains 9232 members 
Mstep: Class 33 contains 45493 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 173076 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 262 members 
Mstep: Class 38 contains 11421 members 
Mstep: Class 39 contains 1930 members 
Mstep: Class 41 contains 85181 members 
Mstep: Class 42 contains 987 members 
Mstep: Class 43 contains 73832 members 
Mstep: Class 44 contains 16763 members 
Mstep: Class 45 contains 1223 members 
Mstep: Class 46 contains 566 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90663640.000000 Penalty: 30330.355469
Iteration 148Q: 47 clusters Score -9.066364e+07 nChanged 30123
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 121241 members 
Mstep: Class 2 contains 3104 members 
Mstep: Class 3 contains 62397 members 
Mstep: Class 4 contains 218338 members 
Mstep: Class 5 contains 4599 members 
Mstep: Class 7 contains 6760 members 
Mstep: Class 8 contains 183715 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 184633 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37123 members 
Mstep: Class 14 contains 2804 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 125877 members 
Mstep: Class 20 contains 121226 members 
Mstep: Class 21 contains 161694 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 95183 members 
Mstep: Class 24 contains 1256 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 10371 members 
Mstep: Class 28 contains 83872 members 
Mstep: Class 29 contains 77213 members 
Mstep: Class 30 contains 19359 members 
Mstep: Class 31 contains 1242 members 
Mstep: Class 32 contains 9226 members 
Mstep: Class 33 contains 45444 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 174108 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 265 members 
Mstep: Class 38 contains 11237 members 
Mstep: Class 39 contains 1954 members 
Mstep: Class 41 contains 81042 members 
Mstep: Class 42 contains 959 members 
Mstep: Class 43 contains 73719 members 
Mstep: Class 44 contains 14779 members 
Mstep: Class 45 contains 1224 members 
Mstep: Class 46 contains 566 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90664376.000000 Penalty: 30330.355469
Iteration 149Q: 47 clusters Score -9.066438e+07 nChanged 28983
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 118774 members 
Mstep: Class 2 contains 2766 members 
Mstep: Class 3 contains 62418 members 
Mstep: Class 4 contains 218458 members 
Mstep: Class 5 contains 4598 members 
Mstep: Class 7 contains 6705 members 
Mstep: Class 8 contains 177545 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 188956 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37118 members 
Mstep: Class 14 contains 2785 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 1932 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 125705 members 
Mstep: Class 20 contains 121071 members 
Mstep: Class 21 contains 172048 members 
Mstep: Class 22 contains 1969 members 
Mstep: Class 23 contains 95252 members 
Mstep: Class 24 contains 1255 members 
Mstep: Class 25 contains 231 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 10555 members 
Mstep: Class 28 contains 83857 members 
Mstep: Class 29 contains 75811 members 
Mstep: Class 30 contains 19368 members 
Mstep: Class 31 contains 1243 members 
Mstep: Class 32 contains 9214 members 
Mstep: Class 33 contains 45430 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 175338 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 266 members 
Mstep: Class 38 contains 11109 members 
Mstep: Class 39 contains 1976 members 
Mstep: Class 41 contains 77176 members 
Mstep: Class 42 contains 929 members 
Mstep: Class 43 contains 73635 members 
Mstep: Class 44 contains 13280 members 
Mstep: Class 45 contains 1225 members 
Mstep: Class 46 contains 567 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90670488.000000 Penalty: 30330.355469
Iteration 150Q: 47 clusters Score -9.067049e+07 nChanged 27823
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 117581 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 62501 members 
Mstep: Class 4 contains 218600 members 
Mstep: Class 5 contains 4599 members 
Mstep: Class 7 contains 6662 members 
Mstep: Class 8 contains 169623 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 189195 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37117 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 16 contains 8868 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 125676 members 
Mstep: Class 20 contains 121529 members 
Mstep: Class 21 contains 182954 members 
Mstep: Class 22 contains 2013 members 
Mstep: Class 23 contains 95190 members 
Mstep: Class 24 contains 1254 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 10737 members 
Mstep: Class 28 contains 83883 members 
Mstep: Class 29 contains 75305 members 
Mstep: Class 30 contains 19375 members 
Mstep: Class 31 contains 1243 members 
Mstep: Class 32 contains 9202 members 
Mstep: Class 33 contains 45360 members 
Mstep: Class 34 contains 247 members 
Mstep: Class 35 contains 176519 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 267 members 
Mstep: Class 38 contains 10958 members 
Mstep: Class 39 contains 1993 members 
Mstep: Class 41 contains 74939 members 
Mstep: Class 42 contains 900 members 
Mstep: Class 43 contains 73567 members 
Mstep: Class 44 contains 12527 members 
Mstep: Class 45 contains 1224 members 
Mstep: Class 46 contains 568 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90675728.000000 Penalty: 30330.355469
Iteration 151Q: 47 clusters Score -9.067573e+07 nChanged 29105
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 116976 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 62540 members 
Mstep: Class 4 contains 218767 members 
Mstep: Class 5 contains 4597 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 160596 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 185713 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37115 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 8929 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 125817 members 
Mstep: Class 20 contains 122301 members 
Mstep: Class 21 contains 194833 members 
Mstep: Class 22 contains 2046 members 
Mstep: Class 23 contains 95081 members 
Mstep: Class 24 contains 1254 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 10920 members 
Mstep: Class 28 contains 83858 members 
Mstep: Class 29 contains 75576 members 
Mstep: Class 30 contains 19380 members 
Mstep: Class 31 contains 1244 members 
Mstep: Class 32 contains 9189 members 
Mstep: Class 33 contains 45259 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 177796 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 268 members 
Mstep: Class 38 contains 10851 members 
Mstep: Class 39 contains 2011 members 
Mstep: Class 41 contains 74252 members 
Mstep: Class 42 contains 870 members 
Mstep: Class 43 contains 73488 members 
Mstep: Class 44 contains 12218 members 
Mstep: Class 45 contains 1226 members 
Mstep: Class 46 contains 568 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90679344.000000 Penalty: 30330.355469
Iteration 152Q: 47 clusters Score -9.067934e+07 nChanged 32030
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 116084 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 62531 members 
Mstep: Class 4 contains 218865 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 7 contains 6629 members 
Mstep: Class 8 contains 150960 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 179184 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37118 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 8966 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 126266 members 
Mstep: Class 20 contains 123271 members 
Mstep: Class 21 contains 207552 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 94909 members 
Mstep: Class 24 contains 1257 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 3453 members 
Mstep: Class 27 contains 11120 members 
Mstep: Class 28 contains 83827 members 
Mstep: Class 29 contains 76711 members 
Mstep: Class 30 contains 19374 members 
Mstep: Class 31 contains 1247 members 
Mstep: Class 32 contains 9178 members 
Mstep: Class 33 contains 45129 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 179065 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 10714 members 
Mstep: Class 39 contains 2027 members 
Mstep: Class 41 contains 75161 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 73440 members 
Mstep: Class 44 contains 12190 members 
Mstep: Class 45 contains 1225 members 
Mstep: Class 46 contains 571 members 
Mstep: Class 47 contains 642 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90676248.000000 Penalty: 30330.355469
Iteration 153Q: 47 clusters Score -9.067625e+07 nChanged 31042
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 115069 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 62554 members 
Mstep: Class 4 contains 218901 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 7 contains 6624 members 
Mstep: Class 8 contains 140395 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 175575 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37127 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 1184 members 
Mstep: Class 16 contains 8992 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 126379 members 
Mstep: Class 20 contains 124060 members 
Mstep: Class 21 contains 218310 members 
Mstep: Class 22 contains 2120 members 
Mstep: Class 23 contains 94626 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 222 members 
Mstep: Class 26 contains 3452 members 
Mstep: Class 27 contains 11327 members 
Mstep: Class 28 contains 83807 members 
Mstep: Class 29 contains 78489 members 
Mstep: Class 30 contains 19360 members 
Mstep: Class 31 contains 1250 members 
Mstep: Class 32 contains 9168 members 
Mstep: Class 33 contains 44776 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 180533 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 10582 members 
Mstep: Class 39 contains 2044 members 
Mstep: Class 41 contains 76082 members 
Mstep: Class 42 contains 804 members 
Mstep: Class 43 contains 73395 members 
Mstep: Class 44 contains 12234 members 
Mstep: Class 45 contains 1228 members 
Mstep: Class 46 contains 574 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90666936.000000 Penalty: 30330.355469
Iteration 154Q: 47 clusters Score -9.066694e+07 nChanged 26728
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 113842 members 
Mstep: Class 2 contains 1786 members 
Mstep: Class 3 contains 62579 members 
Mstep: Class 4 contains 218914 members 
Mstep: Class 5 contains 4586 members 
Mstep: Class 7 contains 6633 members 
Mstep: Class 8 contains 132085 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 175255 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37127 members 
Mstep: Class 14 contains 2767 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 9016 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 126373 members 
Mstep: Class 20 contains 124761 members 
Mstep: Class 21 contains 224063 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 94368 members 
Mstep: Class 24 contains 1264 members 
Mstep: Class 25 contains 221 members 
Mstep: Class 26 contains 3450 members 
Mstep: Class 27 contains 11540 members 
Mstep: Class 28 contains 83775 members 
Mstep: Class 29 contains 80693 members 
Mstep: Class 30 contains 19351 members 
Mstep: Class 31 contains 1252 members 
Mstep: Class 32 contains 9153 members 
Mstep: Class 33 contains 44320 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 182176 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 270 members 
Mstep: Class 38 contains 10481 members 
Mstep: Class 39 contains 2054 members 
Mstep: Class 41 contains 76332 members 
Mstep: Class 42 contains 778 members 
Mstep: Class 43 contains 73365 members 
Mstep: Class 44 contains 12273 members 
Mstep: Class 45 contains 1228 members 
Mstep: Class 46 contains 574 members 
Mstep: Class 47 contains 643 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90659184.000000 Penalty: 30330.355469
Iteration 155Q: 47 clusters Score -9.065918e+07 nChanged 20569
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 112374 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 62632 members 
Mstep: Class 4 contains 218920 members 
Mstep: Class 5 contains 4574 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 129022 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 175114 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37131 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 9034 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 126517 members 
Mstep: Class 20 contains 125541 members 
Mstep: Class 21 contains 224038 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 94218 members 
Mstep: Class 24 contains 1269 members 
Mstep: Class 25 contains 220 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 11743 members 
Mstep: Class 28 contains 83786 members 
Mstep: Class 29 contains 83037 members 
Mstep: Class 30 contains 19346 members 
Mstep: Class 31 contains 1256 members 
Mstep: Class 32 contains 9138 members 
Mstep: Class 33 contains 43875 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 183873 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 271 members 
Mstep: Class 38 contains 10401 members 
Mstep: Class 39 contains 2062 members 
Mstep: Class 41 contains 76534 members 
Mstep: Class 42 contains 760 members 
Mstep: Class 43 contains 73326 members 
Mstep: Class 44 contains 12318 members 
Mstep: Class 45 contains 1228 members 
Mstep: Class 46 contains 574 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90657864.000000 Penalty: 30330.355469
Iteration 156Q: 47 clusters Score -9.065786e+07 nChanged 16720
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 111032 members 
Mstep: Class 2 contains 1596 members 
Mstep: Class 3 contains 62650 members 
Mstep: Class 4 contains 218933 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 7 contains 6642 members 
Mstep: Class 8 contains 127851 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 174209 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37141 members 
Mstep: Class 14 contains 2776 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 126907 members 
Mstep: Class 20 contains 126283 members 
Mstep: Class 21 contains 222435 members 
Mstep: Class 22 contains 2214 members 
Mstep: Class 23 contains 94100 members 
Mstep: Class 24 contains 1277 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 11980 members 
Mstep: Class 28 contains 83790 members 
Mstep: Class 29 contains 85368 members 
Mstep: Class 30 contains 19345 members 
Mstep: Class 31 contains 1258 members 
Mstep: Class 32 contains 9122 members 
Mstep: Class 33 contains 43441 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 185347 members 
Mstep: Class 36 contains 286 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10343 members 
Mstep: Class 39 contains 2074 members 
Mstep: Class 41 contains 77028 members 
Mstep: Class 42 contains 751 members 
Mstep: Class 43 contains 73281 members 
Mstep: Class 44 contains 12354 members 
Mstep: Class 45 contains 1231 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 647 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90658752.000000 Penalty: 30330.355469
Iteration 157Q: 47 clusters Score -9.065875e+07 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 109891 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 62634 members 
Mstep: Class 4 contains 218900 members 
Mstep: Class 5 contains 4559 members 
Mstep: Class 7 contains 6628 members 
Mstep: Class 8 contains 127325 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 172890 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37146 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 9050 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127388 members 
Mstep: Class 20 contains 126867 members 
Mstep: Class 21 contains 220460 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 94024 members 
Mstep: Class 24 contains 1281 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 12241 members 
Mstep: Class 28 contains 83794 members 
Mstep: Class 29 contains 87581 members 
Mstep: Class 30 contains 19347 members 
Mstep: Class 31 contains 1258 members 
Mstep: Class 32 contains 9109 members 
Mstep: Class 33 contains 43078 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 186704 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 2087 members 
Mstep: Class 41 contains 77750 members 
Mstep: Class 42 contains 740 members 
Mstep: Class 43 contains 73224 members 
Mstep: Class 44 contains 12344 members 
Mstep: Class 45 contains 1234 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90659648.000000 Penalty: 30330.355469
Iteration 158Q: 47 clusters Score -9.065965e+07 nChanged 13759
Entering ConstructFrom: 
Score: -90659648.000000 Penalty: 30330.355469
Entering ConstructFrom: 
Trying to split cluster 1 (108906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Entering Unmasked Estep 
Score: -5396550.500000 Penalty: 527.719971
	Iteration 0F: 2 clusters Score -5396550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -5322933.500000 Penalty: 1055.439941
	Iteration 0F: 3 clusters Score -5322934 nChanged 53384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -5356259.000000 Penalty: 1055.439941
	Iteration 1F: 3 clusters Score -5356259 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5359104.500000 Penalty: 1055.439941
	Iteration 2F: 3 clusters Score -5359104 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -5364571.500000 Penalty: 1055.439941
	Iteration 3F: 3 clusters Score -5364572 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -5373030.500000 Penalty: 1055.439941
	Iteration 4F: 3 clusters Score -5373030 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -5381909.500000 Penalty: 1055.439941
	Iteration 5F: 3 clusters Score -5381910 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -5388199.000000 Penalty: 1055.439941
	Iteration 6F: 3 clusters Score -5388199 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -5391230.500000 Penalty: 1055.439941
	Iteration 7Q: 3 clusters Score -5391230 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -5392638.500000 Penalty: 1055.439941
	Iteration 8Q: 3 clusters Score -5392638 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -5393342.500000 Penalty: 1055.439941
	Iteration 9Q: 3 clusters Score -5393342 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100271 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -5393868.000000 Penalty: 1055.439941
	Iteration 10Q: 3 clusters Score -5393868 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -5394284.000000 Penalty: 1055.439941
	Iteration 11Q: 3 clusters Score -5394284 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -5394649.000000 Penalty: 1055.439941
	Iteration 12Q: 3 clusters Score -5394649 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101756 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -5394932.500000 Penalty: 1055.439941
	Iteration 13Q: 3 clusters Score -5394932 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -5395111.500000 Penalty: 1055.439941
	Iteration 14Q: 3 clusters Score -5395112 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102438 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -5395247.000000 Penalty: 1055.439941
	Iteration 15Q: 3 clusters Score -5395247 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -5395355.000000 Penalty: 1055.439941
	Iteration 16Q: 3 clusters Score -5395355 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103060 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5395477.000000 Penalty: 1055.439941
	Iteration 17Q: 3 clusters Score -5395477 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103359 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -5395576.500000 Penalty: 1055.439941
	Iteration 18Q: 3 clusters Score -5395576 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -5395663.500000 Penalty: 1055.439941
	Iteration 19Q: 3 clusters Score -5395664 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -5395748.500000 Penalty: 1055.439941
	Iteration 20F: 3 clusters Score -5395748 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104119 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -5395828.000000 Penalty: 1055.439941
	Iteration 21Q: 3 clusters Score -5395828 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104332 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -5395894.000000 Penalty: 1055.439941
	Iteration 22Q: 3 clusters Score -5395894 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -5395931.000000 Penalty: 1055.439941
	Iteration 23Q: 3 clusters Score -5395931 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104721 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5395975.500000 Penalty: 1055.439941
	Iteration 24Q: 3 clusters Score -5395976 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104881 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -5396013.000000 Penalty: 1055.439941
	Iteration 25Q: 3 clusters Score -5396013 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -5396028.500000 Penalty: 1055.439941
	Iteration 26Q: 3 clusters Score -5396028 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -5396054.000000 Penalty: 1055.439941
	Iteration 27Q: 3 clusters Score -5396054 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105338 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5396076.000000 Penalty: 1055.439941
	Iteration 28Q: 3 clusters Score -5396076 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105451 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -5396083.000000 Penalty: 1055.439941
	Iteration 29Q: 3 clusters Score -5396083 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5396090.000000 Penalty: 1055.439941
	Iteration 30Q: 3 clusters Score -5396090 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105614 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -5396108.500000 Penalty: 1055.439941
	Iteration 31Q: 3 clusters Score -5396108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105682 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -5396122.000000 Penalty: 1055.439941
	Iteration 32Q: 3 clusters Score -5396122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -5396117.500000 Penalty: 1055.439941
	Iteration 33Q: 3 clusters Score -5396118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105822 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5396129.000000 Penalty: 1055.439941
	Iteration 34Q: 3 clusters Score -5396129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5396140.500000 Penalty: 1055.439941
	Iteration 35Q: 3 clusters Score -5396140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5396133.500000 Penalty: 1055.439941
	Iteration 36Q: 3 clusters Score -5396134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5396143.000000 Penalty: 1055.439941
	Iteration 37Q: 3 clusters Score -5396143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106039 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5396149.000000 Penalty: 1055.439941
	Iteration 38Q: 3 clusters Score -5396149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5396149.500000 Penalty: 1055.439941
	Iteration 39Q: 3 clusters Score -5396150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5396141.000000 Penalty: 1055.439941
	Iteration 40F: 3 clusters Score -5396141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5396148.000000 Penalty: 1055.439941
	Iteration 41Q: 3 clusters Score -5396148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5396153.000000 Penalty: 1055.439941
	Iteration 42Q: 3 clusters Score -5396153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106196 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5396151.500000 Penalty: 1055.439941
	Iteration 43Q: 3 clusters Score -5396152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106224 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5396152.500000 Penalty: 1055.439941
	Iteration 44Q: 3 clusters Score -5396152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5396151.000000 Penalty: 1055.439941
	Iteration 45Q: 3 clusters Score -5396151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106275 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5396144.500000 Penalty: 1055.439941
	Iteration 46Q: 3 clusters Score -5396144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5396152.500000 Penalty: 1055.439941
	Iteration 47Q: 3 clusters Score -5396152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5396158.000000 Penalty: 1055.439941
	Iteration 48Q: 3 clusters Score -5396158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106335 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5396161.000000 Penalty: 1055.439941
	Iteration 49Q: 3 clusters Score -5396161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106347 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5396167.500000 Penalty: 1055.439941
	Iteration 50Q: 3 clusters Score -5396168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106359 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5396167.500000 Penalty: 1055.439941
	Iteration 51Q: 3 clusters Score -5396168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106367 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5396167.500000 Penalty: 1055.439941
	Iteration 52Q: 3 clusters Score -5396168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106379 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5396170.500000 Penalty: 1055.439941
	Iteration 53Q: 3 clusters Score -5396170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106394 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5396174.500000 Penalty: 1055.439941
	Iteration 54Q: 3 clusters Score -5396174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106411 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5396178.500000 Penalty: 1055.439941
	Iteration 55Q: 3 clusters Score -5396178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106432 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5396177.000000 Penalty: 1055.439941
	Iteration 56Q: 3 clusters Score -5396177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5396179.500000 Penalty: 1055.439941
	Iteration 57Q: 3 clusters Score -5396180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106478 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5396184.500000 Penalty: 1055.439941
	Iteration 58Q: 3 clusters Score -5396184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5396190.500000 Penalty: 1055.439941
	Iteration 59Q: 3 clusters Score -5396190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106537 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5396196.000000 Penalty: 1055.439941
	Iteration 60F: 3 clusters Score -5396196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106565 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5396190.500000 Penalty: 1055.439941
	Iteration 61Q: 3 clusters Score -5396190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106597 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5396188.500000 Penalty: 1055.439941
	Iteration 62Q: 3 clusters Score -5396188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5396192.500000 Penalty: 1055.439941
	Iteration 63Q: 3 clusters Score -5396192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106660 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5396198.500000 Penalty: 1055.439941
	Iteration 64Q: 3 clusters Score -5396198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5396199.500000 Penalty: 1055.439941
	Iteration 65Q: 3 clusters Score -5396200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106710 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5396200.500000 Penalty: 1055.439941
	Iteration 66Q: 3 clusters Score -5396200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5396203.000000 Penalty: 1055.439941
	Iteration 67Q: 3 clusters Score -5396203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5396195.000000 Penalty: 1055.439941
	Iteration 68Q: 3 clusters Score -5396195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5396192.000000 Penalty: 1055.439941
	Iteration 69Q: 3 clusters Score -5396192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106799 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5396193.500000 Penalty: 1055.439941
	Iteration 70Q: 3 clusters Score -5396194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106824 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5396192.000000 Penalty: 1055.439941
	Iteration 71Q: 3 clusters Score -5396192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5396202.500000 Penalty: 1055.439941
	Iteration 72Q: 3 clusters Score -5396202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5396194.000000 Penalty: 1055.439941
	Iteration 73Q: 3 clusters Score -5396194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106889 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5396203.500000 Penalty: 1055.439941
	Iteration 74Q: 3 clusters Score -5396204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106902 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5396207.000000 Penalty: 1055.439941
	Iteration 75Q: 3 clusters Score -5396207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5396211.500000 Penalty: 1055.439941
	Iteration 76Q: 3 clusters Score -5396212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106925 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5396216.500000 Penalty: 1055.439941
	Iteration 77Q: 3 clusters Score -5396216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5396223.000000 Penalty: 1055.439941
	Iteration 78Q: 3 clusters Score -5396223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5396216.500000 Penalty: 1055.439941
	Iteration 79Q: 3 clusters Score -5396216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106967 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5396212.500000 Penalty: 1055.439941
	Iteration 80F: 3 clusters Score -5396212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106977 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5396217.500000 Penalty: 1055.439941
	Iteration 81Q: 3 clusters Score -5396218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5396218.000000 Penalty: 1055.439941
	Iteration 82Q: 3 clusters Score -5396218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5396221.000000 Penalty: 1055.439941
	Iteration 83Q: 3 clusters Score -5396221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107004 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5396221.000000 Penalty: 1055.439941
	Iteration 84Q: 3 clusters Score -5396221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107012 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5396218.500000 Penalty: 1055.439941
	Iteration 85Q: 3 clusters Score -5396218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5396220.500000 Penalty: 1055.439941
	Iteration 86Q: 3 clusters Score -5396220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107025 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5396223.000000 Penalty: 1055.439941
	Iteration 87Q: 3 clusters Score -5396223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5396227.000000 Penalty: 1055.439941
	Iteration 88Q: 3 clusters Score -5396227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5396224.000000 Penalty: 1055.439941
	Iteration 89Q: 3 clusters Score -5396224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107049 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5396216.500000 Penalty: 1055.439941
	Iteration 90Q: 3 clusters Score -5396216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107058 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5396220.500000 Penalty: 1055.439941
	Iteration 91Q: 3 clusters Score -5396220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107071 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5396214.000000 Penalty: 1055.439941
	Iteration 92Q: 3 clusters Score -5396214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5396225.000000 Penalty: 1055.439941
	Iteration 93Q: 3 clusters Score -5396225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107085 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5396227.000000 Penalty: 1055.439941
	Iteration 94Q: 3 clusters Score -5396227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107092 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5396220.000000 Penalty: 1055.439941
	Iteration 95Q: 3 clusters Score -5396220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5396217.500000 Penalty: 1055.439941
	Iteration 96Q: 3 clusters Score -5396218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5396213.000000 Penalty: 1055.439941
	Iteration 97Q: 3 clusters Score -5396213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5396216.500000 Penalty: 1055.439941
	Iteration 98Q: 3 clusters Score -5396216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5396212.500000 Penalty: 1055.439941
	Iteration 99Q: 3 clusters Score -5396212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5396213.500000 Penalty: 1055.439941
	Iteration 100F: 3 clusters Score -5396214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5396223.500000 Penalty: 1055.439941
	Iteration 101Q: 3 clusters Score -5396224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107136 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5396223.500000 Penalty: 1055.439941
	Iteration 102Q: 3 clusters Score -5396224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107142 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5396225.500000 Penalty: 1055.439941
	Iteration 103Q: 3 clusters Score -5396226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5396222.500000 Penalty: 1055.439941
	Iteration 104Q: 3 clusters Score -5396222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5396220.000000 Penalty: 1055.439941
	Iteration 105Q: 3 clusters Score -5396220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5396218.500000 Penalty: 1055.439941
	Iteration 106Q: 3 clusters Score -5396218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5396213.500000 Penalty: 1055.439941
	Iteration 107Q: 3 clusters Score -5396214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107169 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5396212.000000 Penalty: 1055.439941
	Iteration 108Q: 3 clusters Score -5396212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5396220.000000 Penalty: 1055.439941
	Iteration 109Q: 3 clusters Score -5396220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5396216.500000 Penalty: 1055.439941
	Iteration 110Q: 3 clusters Score -5396216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107202 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5396222.000000 Penalty: 1055.439941
	Iteration 111Q: 3 clusters Score -5396222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5396222.000000 Penalty: 1055.439941
	Iteration 112Q: 3 clusters Score -5396222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107232 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5396218.000000 Penalty: 1055.439941
	Iteration 113Q: 3 clusters Score -5396218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107248 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5396218.500000 Penalty: 1055.439941
	Iteration 114Q: 3 clusters Score -5396218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5396222.000000 Penalty: 1055.439941
	Iteration 115Q: 3 clusters Score -5396222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107276 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5396223.500000 Penalty: 1055.439941
	Iteration 116Q: 3 clusters Score -5396224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107290 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5396224.500000 Penalty: 1055.439941
	Iteration 117Q: 3 clusters Score -5396224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107299 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5396221.000000 Penalty: 1055.439941
	Iteration 118Q: 3 clusters Score -5396221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5396215.500000 Penalty: 1055.439941
	Iteration 119Q: 3 clusters Score -5396216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107321 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5396216.000000 Penalty: 1055.439941
	Iteration 120F: 3 clusters Score -5396216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5396216.000000 Penalty: 1055.439941
	Iteration 121Q: 3 clusters Score -5396216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107348 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5396214.500000 Penalty: 1055.439941
	Iteration 122Q: 3 clusters Score -5396214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107361 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5396214.500000 Penalty: 1055.439941
	Iteration 123Q: 3 clusters Score -5396214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107376 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5396212.000000 Penalty: 1055.439941
	Iteration 124Q: 3 clusters Score -5396212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107391 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5396216.000000 Penalty: 1055.439941
	Iteration 125Q: 3 clusters Score -5396216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107403 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5396224.500000 Penalty: 1055.439941
	Iteration 126Q: 3 clusters Score -5396224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107417 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5396226.000000 Penalty: 1055.439941
	Iteration 127Q: 3 clusters Score -5396226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5396232.000000 Penalty: 1055.439941
	Iteration 128Q: 3 clusters Score -5396232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107446 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5396229.000000 Penalty: 1055.439941
	Iteration 129Q: 3 clusters Score -5396229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107458 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5396230.000000 Penalty: 1055.439941
	Iteration 130Q: 3 clusters Score -5396230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5396231.500000 Penalty: 1055.439941
	Iteration 131Q: 3 clusters Score -5396232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5396232.500000 Penalty: 1055.439941
	Iteration 132Q: 3 clusters Score -5396232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5396234.000000 Penalty: 1055.439941
	Iteration 133Q: 3 clusters Score -5396234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107500 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5396232.000000 Penalty: 1055.439941
	Iteration 134Q: 3 clusters Score -5396232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107512 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5396226.000000 Penalty: 1055.439941
	Iteration 135Q: 3 clusters Score -5396226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5396229.500000 Penalty: 1055.439941
	Iteration 136Q: 3 clusters Score -5396230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107549 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5396232.000000 Penalty: 1055.439941
	Iteration 137Q: 3 clusters Score -5396232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107569 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5396237.500000 Penalty: 1055.439941
	Iteration 138Q: 3 clusters Score -5396238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5396236.500000 Penalty: 1055.439941
	Iteration 139Q: 3 clusters Score -5396236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107615 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5396243.000000 Penalty: 1055.439941
	Iteration 140F: 3 clusters Score -5396243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5396238.500000 Penalty: 1055.439941
	Iteration 141Q: 3 clusters Score -5396238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107676 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5396248.000000 Penalty: 1055.439941
	Iteration 142Q: 3 clusters Score -5396248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5396249.500000 Penalty: 1055.439941
	Iteration 143Q: 3 clusters Score -5396250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107719 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5396248.000000 Penalty: 1055.439941
	Iteration 144Q: 3 clusters Score -5396248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5396251.000000 Penalty: 1055.439941
	Iteration 145Q: 3 clusters Score -5396251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5396248.000000 Penalty: 1055.439941
	Iteration 146Q: 3 clusters Score -5396248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5396250.500000 Penalty: 1055.439941
	Iteration 147Q: 3 clusters Score -5396250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5396260.000000 Penalty: 1055.439941
	Iteration 148Q: 3 clusters Score -5396260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5396270.000000 Penalty: 1055.439941
	Iteration 149Q: 3 clusters Score -5396270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5396271.500000 Penalty: 1055.439941
	Iteration 150Q: 3 clusters Score -5396272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107831 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5396271.500000 Penalty: 1055.439941
	Iteration 151Q: 3 clusters Score -5396272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107844 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5396267.500000 Penalty: 1055.439941
	Iteration 152Q: 3 clusters Score -5396268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107859 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5396271.500000 Penalty: 1055.439941
	Iteration 153Q: 3 clusters Score -5396272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5396281.500000 Penalty: 1055.439941
	Iteration 154Q: 3 clusters Score -5396282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5396283.000000 Penalty: 1055.439941
	Iteration 155Q: 3 clusters Score -5396283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107895 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5396293.500000 Penalty: 1055.439941
	Iteration 156Q: 3 clusters Score -5396294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5396295.000000 Penalty: 1055.439941
	Iteration 157Q: 3 clusters Score -5396295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107911 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5396299.500000 Penalty: 1055.439941
	Iteration 158Q: 3 clusters Score -5396300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107915 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5396301.000000 Penalty: 1055.439941
	Iteration 159Q: 3 clusters Score -5396301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107923 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5396306.000000 Penalty: 1055.439941
	Iteration 160F: 3 clusters Score -5396306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5396310.000000 Penalty: 1055.439941
	Iteration 161Q: 3 clusters Score -5396310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5396305.000000 Penalty: 1055.439941
	Iteration 162Q: 3 clusters Score -5396305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5396305.000000 Penalty: 1055.439941
	Iteration 163Q: 3 clusters Score -5396305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107943 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5396307.500000 Penalty: 1055.439941
	Iteration 164Q: 3 clusters Score -5396308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107948 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5396302.000000 Penalty: 1055.439941
	Iteration 165Q: 3 clusters Score -5396302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5396304.000000 Penalty: 1055.439941
	Iteration 166Q: 3 clusters Score -5396304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5396308.500000 Penalty: 1055.439941
	Iteration 167Q: 3 clusters Score -5396308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5396307.500000 Penalty: 1055.439941
	Iteration 168Q: 3 clusters Score -5396308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107957 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5396309.000000 Penalty: 1055.439941
	Iteration 169Q: 3 clusters Score -5396309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107960 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5396305.500000 Penalty: 1055.439941
	Iteration 170Q: 3 clusters Score -5396306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5396309.000000 Penalty: 1055.439941
	Iteration 171Q: 3 clusters Score -5396309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5396308.000000 Penalty: 1055.439941
	Iteration 172Q: 3 clusters Score -5396308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5396309.500000 Penalty: 1055.439941
	Iteration 173Q: 3 clusters Score -5396310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5396309.500000 Penalty: 1055.439941
	Iteration 174F: 3 clusters Score -5396310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -77244.343750 Penalty: 332.355469
	Iteration 0F: 2 clusters Score -77244.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -76121.296875 Penalty: 664.710938
	Iteration 0F: 3 clusters Score -76121.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -76457.773438 Penalty: 664.710938
	Iteration 1F: 3 clusters Score -76457.77 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -76499.148438 Penalty: 664.710938
	Iteration 2F: 3 clusters Score -76499.15 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -76529.632812 Penalty: 664.710938
	Iteration 3Q: 3 clusters Score -76529.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -76543.796875 Penalty: 664.710938
	Iteration 4Q: 3 clusters Score -76543.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -76553.640625 Penalty: 664.710938
	Iteration 5Q: 3 clusters Score -76553.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -76562.750000 Penalty: 664.710938
	Iteration 6Q: 3 clusters Score -76562.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -76574.468750 Penalty: 664.710938
	Iteration 7Q: 3 clusters Score -76574.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -76591.398438 Penalty: 664.710938
	Iteration 8Q: 3 clusters Score -76591.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76615.359375 Penalty: 664.710938
	Iteration 9Q: 3 clusters Score -76615.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76650.109375 Penalty: 664.710938
	Iteration 10Q: 3 clusters Score -76650.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76697.734375 Penalty: 664.710938
	Iteration 11Q: 3 clusters Score -76697.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76738.820312 Penalty: 664.710938
	Iteration 12Q: 3 clusters Score -76738.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76774.718750 Penalty: 664.710938
	Iteration 13Q: 3 clusters Score -76774.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76807.085938 Penalty: 664.710938
	Iteration 14Q: 3 clusters Score -76807.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76833.328125 Penalty: 664.710938
	Iteration 15Q: 3 clusters Score -76833.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76860.757812 Penalty: 664.710938
	Iteration 16Q: 3 clusters Score -76860.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -76874.351562 Penalty: 664.710938
	Iteration 17Q: 3 clusters Score -76874.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -76887.507812 Penalty: 664.710938
	Iteration 18Q: 3 clusters Score -76887.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -76901.007812 Penalty: 664.710938
	Iteration 19Q: 3 clusters Score -76901.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -76919.562500 Penalty: 664.710938
	Iteration 20F: 3 clusters Score -76919.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -76934.289062 Penalty: 664.710938
	Iteration 21Q: 3 clusters Score -76934.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -76946.375000 Penalty: 664.710938
	Iteration 22Q: 3 clusters Score -76946.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -76956.976562 Penalty: 664.710938
	Iteration 23Q: 3 clusters Score -76956.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -76961.703125 Penalty: 664.710938
	Iteration 24Q: 3 clusters Score -76961.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -76964.468750 Penalty: 664.710938
	Iteration 25Q: 3 clusters Score -76964.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -76965.531250 Penalty: 664.710938
	Iteration 26Q: 3 clusters Score -76965.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -76965.617188 Penalty: 664.710938
	Iteration 27Q: 3 clusters Score -76965.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -76965.617188 Penalty: 664.710938
	Iteration 28F: 3 clusters Score -76965.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (62589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Entering Unmasked Estep 
Score: -2859979.250000 Penalty: 502.517700
	Iteration 0F: 2 clusters Score -2859979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -2817945.750000 Penalty: 1005.035400
	Iteration 0F: 3 clusters Score -2817946 nChanged 30312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2836325.000000 Penalty: 1005.035400
	Iteration 1F: 3 clusters Score -2836325 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2838116.250000 Penalty: 1005.035400
	Iteration 2F: 3 clusters Score -2838116 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2841451.250000 Penalty: 1005.035400
	Iteration 3F: 3 clusters Score -2841451 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2846729.500000 Penalty: 1005.035400
	Iteration 4F: 3 clusters Score -2846730 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2852468.250000 Penalty: 1005.035400
	Iteration 5F: 3 clusters Score -2852468 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2856394.750000 Penalty: 1005.035400
	Iteration 6F: 3 clusters Score -2856395 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2858288.000000 Penalty: 1005.035400
	Iteration 7Q: 3 clusters Score -2858288 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2859079.750000 Penalty: 1005.035400
	Iteration 8Q: 3 clusters Score -2859080 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2859434.500000 Penalty: 1005.035400
	Iteration 9Q: 3 clusters Score -2859434 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2859644.750000 Penalty: 1005.035400
	Iteration 10Q: 3 clusters Score -2859645 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2859738.750000 Penalty: 1005.035400
	Iteration 11Q: 3 clusters Score -2859739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2859800.250000 Penalty: 1005.035400
	Iteration 12Q: 3 clusters Score -2859800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2859817.250000 Penalty: 1005.035400
	Iteration 13Q: 3 clusters Score -2859817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2859820.750000 Penalty: 1005.035400
	Iteration 14Q: 3 clusters Score -2859821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2859827.750000 Penalty: 1005.035400
	Iteration 15Q: 3 clusters Score -2859828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2859844.750000 Penalty: 1005.035400
	Iteration 16Q: 3 clusters Score -2859845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2859856.250000 Penalty: 1005.035400
	Iteration 17Q: 3 clusters Score -2859856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2859861.250000 Penalty: 1005.035400
	Iteration 18Q: 3 clusters Score -2859861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2859869.000000 Penalty: 1005.035400
	Iteration 19Q: 3 clusters Score -2859869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2859870.250000 Penalty: 1005.035400
	Iteration 20F: 3 clusters Score -2859870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2859872.500000 Penalty: 1005.035400
	Iteration 21Q: 3 clusters Score -2859872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2859874.750000 Penalty: 1005.035400
	Iteration 22Q: 3 clusters Score -2859875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2859881.250000 Penalty: 1005.035400
	Iteration 23Q: 3 clusters Score -2859881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2859884.250000 Penalty: 1005.035400
	Iteration 24Q: 3 clusters Score -2859884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2859884.500000 Penalty: 1005.035400
	Iteration 25Q: 3 clusters Score -2859884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2859884.750000 Penalty: 1005.035400
	Iteration 26Q: 3 clusters Score -2859885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2859886.000000 Penalty: 1005.035400
	Iteration 27Q: 3 clusters Score -2859886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2859889.500000 Penalty: 1005.035400
	Iteration 28Q: 3 clusters Score -2859890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2859890.750000 Penalty: 1005.035400
	Iteration 29Q: 3 clusters Score -2859891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2859892.250000 Penalty: 1005.035400
	Iteration 30Q: 3 clusters Score -2859892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62046 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2859892.750000 Penalty: 1005.035400
	Iteration 31Q: 3 clusters Score -2859893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2859893.500000 Penalty: 1005.035400
	Iteration 32Q: 3 clusters Score -2859894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2859893.250000 Penalty: 1005.035400
	Iteration 33Q: 3 clusters Score -2859893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2859896.000000 Penalty: 1005.035400
	Iteration 34Q: 3 clusters Score -2859896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2859894.250000 Penalty: 1005.035400
	Iteration 35Q: 3 clusters Score -2859894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2859898.500000 Penalty: 1005.035400
	Iteration 36Q: 3 clusters Score -2859898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2859896.750000 Penalty: 1005.035400
	Iteration 37Q: 3 clusters Score -2859897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2859896.750000 Penalty: 1005.035400
	Iteration 38Q: 3 clusters Score -2859897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2859896.750000 Penalty: 1005.035400
	Iteration 39F: 3 clusters Score -2859897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (218834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218834 members 
Entering Unmasked Estep 
Score: -10293484.000000 Penalty: 559.471130
	Iteration 0F: 2 clusters Score -1.029348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109561 members 
Mstep: Class 2 contains 109273 members 
Entering Unmasked Estep 
Score: -10148010.000000 Penalty: 1118.942261
	Iteration 0F: 3 clusters Score -1.014801e+07 nChanged 107745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110908 members 
Mstep: Class 2 contains 107926 members 
Entering Unmasked Estep 
Score: -10214823.000000 Penalty: 1118.942261
	Iteration 1F: 3 clusters Score -1.021482e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112434 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -10217111.000000 Penalty: 1118.942261
	Iteration 2Q: 3 clusters Score -1.021711e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114835 members 
Mstep: Class 2 contains 103999 members 
Entering Unmasked Estep 
Score: -10220193.000000 Penalty: 1118.942261
	Iteration 3Q: 3 clusters Score -1.022019e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 100355 members 
Entering Unmasked Estep 
Score: -10224015.000000 Penalty: 1118.942261
	Iteration 4Q: 3 clusters Score -1.022402e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123641 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -10229239.000000 Penalty: 1118.942261
	Iteration 5Q: 3 clusters Score -1.022924e+07 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130529 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -10236335.000000 Penalty: 1118.942261
	Iteration 6F: 3 clusters Score -1.023634e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138349 members 
Mstep: Class 2 contains 80485 members 
Entering Unmasked Estep 
Score: -10244971.000000 Penalty: 1118.942261
	Iteration 7F: 3 clusters Score -1.024497e+07 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145988 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -10253189.000000 Penalty: 1118.942261
	Iteration 8F: 3 clusters Score -1.025319e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152356 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -10259337.000000 Penalty: 1118.942261
	Iteration 9Q: 3 clusters Score -1.025934e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157694 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -10263140.000000 Penalty: 1118.942261
	Iteration 10Q: 3 clusters Score -1.026314e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162516 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -10265698.000000 Penalty: 1118.942261
	Iteration 11Q: 3 clusters Score -1.02657e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -10267566.000000 Penalty: 1118.942261
	Iteration 12Q: 3 clusters Score -1.026757e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171841 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -10269441.000000 Penalty: 1118.942261
	Iteration 13Q: 3 clusters Score -1.026944e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176498 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -10271439.000000 Penalty: 1118.942261
	Iteration 14Q: 3 clusters Score -1.027144e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181183 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -10273611.000000 Penalty: 1118.942261
	Iteration 15Q: 3 clusters Score -1.027361e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185805 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -10275653.000000 Penalty: 1118.942261
	Iteration 16Q: 3 clusters Score -1.027565e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190146 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -10277864.000000 Penalty: 1118.942261
	Iteration 17Q: 3 clusters Score -1.027786e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194392 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -10280061.000000 Penalty: 1118.942261
	Iteration 18Q: 3 clusters Score -1.028006e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198369 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -10282261.000000 Penalty: 1118.942261
	Iteration 19Q: 3 clusters Score -1.028226e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202028 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -10284500.000000 Penalty: 1118.942261
	Iteration 20F: 3 clusters Score -1.02845e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205418 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -10286812.000000 Penalty: 1118.942261
	Iteration 21Q: 3 clusters Score -1.028681e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208433 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -10288663.000000 Penalty: 1118.942261
	Iteration 22Q: 3 clusters Score -1.028866e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210996 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -10290240.000000 Penalty: 1118.942261
	Iteration 23Q: 3 clusters Score -1.029024e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213045 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -10291387.000000 Penalty: 1118.942261
	Iteration 24Q: 3 clusters Score -1.029139e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214575 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -10292024.000000 Penalty: 1118.942261
	Iteration 25Q: 3 clusters Score -1.029202e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215700 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -10292458.000000 Penalty: 1118.942261
	Iteration 26Q: 3 clusters Score -1.029246e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216466 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -10292769.000000 Penalty: 1118.942261
	Iteration 27Q: 3 clusters Score -1.029277e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216995 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -10292933.000000 Penalty: 1118.942261
	Iteration 28Q: 3 clusters Score -1.029293e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217358 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -10293028.000000 Penalty: 1118.942261
	Iteration 29Q: 3 clusters Score -1.029303e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217603 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -10293052.000000 Penalty: 1118.942261
	Iteration 30Q: 3 clusters Score -1.029305e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217769 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10293107.000000 Penalty: 1118.942261
	Iteration 31Q: 3 clusters Score -1.029311e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217896 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10293129.000000 Penalty: 1118.942261
	Iteration 32Q: 3 clusters Score -1.029313e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217974 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10293143.000000 Penalty: 1118.942261
	Iteration 33Q: 3 clusters Score -1.029314e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218040 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10293155.000000 Penalty: 1118.942261
	Iteration 34Q: 3 clusters Score -1.029316e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218084 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10293174.000000 Penalty: 1118.942261
	Iteration 35Q: 3 clusters Score -1.029317e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218122 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10293164.000000 Penalty: 1118.942261
	Iteration 36Q: 3 clusters Score -1.029316e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218152 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10293161.000000 Penalty: 1118.942261
	Iteration 37Q: 3 clusters Score -1.029316e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218175 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10293166.000000 Penalty: 1118.942261
	Iteration 38Q: 3 clusters Score -1.029317e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218191 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10293175.000000 Penalty: 1118.942261
	Iteration 39Q: 3 clusters Score -1.029318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218202 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10293172.000000 Penalty: 1118.942261
	Iteration 40F: 3 clusters Score -1.029317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218211 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10293173.000000 Penalty: 1118.942261
	Iteration 41Q: 3 clusters Score -1.029317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218220 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10293188.000000 Penalty: 1118.942261
	Iteration 42Q: 3 clusters Score -1.029319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218235 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10293184.000000 Penalty: 1118.942261
	Iteration 43Q: 3 clusters Score -1.029318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218254 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10293192.000000 Penalty: 1118.942261
	Iteration 44Q: 3 clusters Score -1.029319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218273 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10293196.000000 Penalty: 1118.942261
	Iteration 45Q: 3 clusters Score -1.02932e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218291 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10293209.000000 Penalty: 1118.942261
	Iteration 46Q: 3 clusters Score -1.029321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218298 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10293210.000000 Penalty: 1118.942261
	Iteration 47Q: 3 clusters Score -1.029321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218301 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10293215.000000 Penalty: 1118.942261
	Iteration 48Q: 3 clusters Score -1.029322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218302 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10293222.000000 Penalty: 1118.942261
	Iteration 49Q: 3 clusters Score -1.029322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218305 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10293224.000000 Penalty: 1118.942261
	Iteration 50Q: 3 clusters Score -1.029322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218307 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10293221.000000 Penalty: 1118.942261
	Iteration 51Q: 3 clusters Score -1.029322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218311 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10293224.000000 Penalty: 1118.942261
	Iteration 52Q: 3 clusters Score -1.029322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218313 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10293223.000000 Penalty: 1118.942261
	Iteration 53Q: 3 clusters Score -1.029322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218314 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10293223.000000 Penalty: 1118.942261
	Iteration 54Q: 3 clusters Score -1.029322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218316 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10293223.000000 Penalty: 1118.942261
	Iteration 55Q: 3 clusters Score -1.029322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218319 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10293211.000000 Penalty: 1118.942261
	Iteration 56Q: 3 clusters Score -1.029321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218319 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10293211.000000 Penalty: 1118.942261
	Iteration 57F: 3 clusters Score -1.029321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Entering Unmasked Estep 
Score: -194186.078125 Penalty: 383.281128
	Iteration 0F: 2 clusters Score -194186.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -191093.703125 Penalty: 766.562256
	Iteration 0F: 3 clusters Score -191093.7 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -192402.796875 Penalty: 766.562256
	Iteration 1F: 3 clusters Score -192402.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -192747.703125 Penalty: 766.562256
	Iteration 2F: 3 clusters Score -192747.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -193042.203125 Penalty: 766.562256
	Iteration 3F: 3 clusters Score -193042.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -193251.093750 Penalty: 766.562256
	Iteration 4F: 3 clusters Score -193251.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -193379.046875 Penalty: 766.562256
	Iteration 5F: 3 clusters Score -193379 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -193497.171875 Penalty: 766.562256
	Iteration 6Q: 3 clusters Score -193497.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -193606.218750 Penalty: 766.562256
	Iteration 7Q: 3 clusters Score -193606.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -193701.000000 Penalty: 766.562256
	Iteration 8Q: 3 clusters Score -193701 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -193799.031250 Penalty: 766.562256
	Iteration 9Q: 3 clusters Score -193799 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -193911.171875 Penalty: 766.562256
	Iteration 10Q: 3 clusters Score -193911.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -194039.125000 Penalty: 766.562256
	Iteration 11Q: 3 clusters Score -194039.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -194133.781250 Penalty: 766.562256
	Iteration 12Q: 3 clusters Score -194133.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -194225.515625 Penalty: 766.562256
	Iteration 13Q: 3 clusters Score -194225.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -194345.203125 Penalty: 766.562256
	Iteration 14Q: 3 clusters Score -194345.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -194534.468750 Penalty: 766.562256
	Iteration 15Q: 3 clusters Score -194534.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -194857.171875 Penalty: 766.562256
	Iteration 16Q: 3 clusters Score -194857.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -195117.125000 Penalty: 766.562256
	Iteration 17Q: 3 clusters Score -195117.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -195204.250000 Penalty: 766.562256
	Iteration 18Q: 3 clusters Score -195204.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -195221.531250 Penalty: 766.562256
	Iteration 19Q: 3 clusters Score -195221.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -195228.687500 Penalty: 766.562256
	Iteration 20F: 3 clusters Score -195228.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -195233.125000 Penalty: 766.562256
	Iteration 21Q: 3 clusters Score -195233.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -195234.906250 Penalty: 766.562256
	Iteration 22Q: 3 clusters Score -195234.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -195236.453125 Penalty: 766.562256
	Iteration 23Q: 3 clusters Score -195236.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -195237.546875 Penalty: 766.562256
	Iteration 24Q: 3 clusters Score -195237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -195237.640625 Penalty: 766.562256
	Iteration 25Q: 3 clusters Score -195237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -195237.890625 Penalty: 766.562256
	Iteration 26Q: 3 clusters Score -195237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -195238.234375 Penalty: 766.562256
	Iteration 27Q: 3 clusters Score -195238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -195238.265625 Penalty: 766.562256
	Iteration 28Q: 3 clusters Score -195238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -195239.281250 Penalty: 766.562256
	Iteration 29Q: 3 clusters Score -195239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -195239.421875 Penalty: 766.562256
	Iteration 30Q: 3 clusters Score -195239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -195240.187500 Penalty: 766.562256
	Iteration 31Q: 3 clusters Score -195240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -195240.390625 Penalty: 766.562256
	Iteration 32Q: 3 clusters Score -195240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -195240.421875 Penalty: 766.562256
	Iteration 33Q: 3 clusters Score -195240.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -195240.421875 Penalty: 766.562256
	Iteration 34F: 3 clusters Score -195240.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 127045 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 171290 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 218484 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 3443 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 9102 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 735 members 
Mstep: Class 43 contains 73156 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 1237 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
Score: -90660632.000000 Penalty: 30989.710938
Splitting cluster 5 changes total score from -90659648.000000 to -90660632.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 7 (6616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Entering Unmasked Estep 
Score: -309533.406250 Penalty: 400.274689
	Iteration 0F: 2 clusters Score -309533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -305105.031250 Penalty: 800.549377
	Iteration 0F: 3 clusters Score -305105 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -306820.156250 Penalty: 800.549377
	Iteration 1F: 3 clusters Score -306820.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -307078.656250 Penalty: 800.549377
	Iteration 2F: 3 clusters Score -307078.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -307350.312500 Penalty: 800.549377
	Iteration 3F: 3 clusters Score -307350.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -307703.593750 Penalty: 800.549377
	Iteration 4F: 3 clusters Score -307703.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -308147.656250 Penalty: 800.549377
	Iteration 5F: 3 clusters Score -308147.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -308535.062500 Penalty: 800.549377
	Iteration 6F: 3 clusters Score -308535.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -308732.906250 Penalty: 800.549377
	Iteration 7Q: 3 clusters Score -308732.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -308822.406250 Penalty: 800.549377
	Iteration 8Q: 3 clusters Score -308822.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -308872.031250 Penalty: 800.549377
	Iteration 9Q: 3 clusters Score -308872 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -308910.781250 Penalty: 800.549377
	Iteration 10Q: 3 clusters Score -308910.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -308937.968750 Penalty: 800.549377
	Iteration 11Q: 3 clusters Score -308938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -308953.906250 Penalty: 800.549377
	Iteration 12Q: 3 clusters Score -308953.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -308969.500000 Penalty: 800.549377
	Iteration 13Q: 3 clusters Score -308969.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -308987.781250 Penalty: 800.549377
	Iteration 14Q: 3 clusters Score -308987.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -309002.843750 Penalty: 800.549377
	Iteration 15Q: 3 clusters Score -309002.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -309016.656250 Penalty: 800.549377
	Iteration 16Q: 3 clusters Score -309016.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -309028.281250 Penalty: 800.549377
	Iteration 17Q: 3 clusters Score -309028.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -309047.406250 Penalty: 800.549377
	Iteration 18Q: 3 clusters Score -309047.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -309060.125000 Penalty: 800.549377
	Iteration 19Q: 3 clusters Score -309060.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -309068.343750 Penalty: 800.549377
	Iteration 20F: 3 clusters Score -309068.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -309073.812500 Penalty: 800.549377
	Iteration 21Q: 3 clusters Score -309073.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -309082.312500 Penalty: 800.549377
	Iteration 22Q: 3 clusters Score -309082.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -309089.250000 Penalty: 800.549377
	Iteration 23Q: 3 clusters Score -309089.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -309095.562500 Penalty: 800.549377
	Iteration 24Q: 3 clusters Score -309095.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -309102.343750 Penalty: 800.549377
	Iteration 25Q: 3 clusters Score -309102.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -309109.625000 Penalty: 800.549377
	Iteration 26Q: 3 clusters Score -309109.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -309116.093750 Penalty: 800.549377
	Iteration 27Q: 3 clusters Score -309116.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -309123.781250 Penalty: 800.549377
	Iteration 28Q: 3 clusters Score -309123.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -309127.187500 Penalty: 800.549377
	Iteration 29Q: 3 clusters Score -309127.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -309129.437500 Penalty: 800.549377
	Iteration 30Q: 3 clusters Score -309129.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -309133.031250 Penalty: 800.549377
	Iteration 31Q: 3 clusters Score -309133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -309136.156250 Penalty: 800.549377
	Iteration 32Q: 3 clusters Score -309136.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -309140.375000 Penalty: 800.549377
	Iteration 33Q: 3 clusters Score -309140.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -309144.906250 Penalty: 800.549377
	Iteration 34Q: 3 clusters Score -309144.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -309146.562500 Penalty: 800.549377
	Iteration 35Q: 3 clusters Score -309146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -309148.500000 Penalty: 800.549377
	Iteration 36Q: 3 clusters Score -309148.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -309148.468750 Penalty: 800.549377
	Iteration 37Q: 3 clusters Score -309148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -309149.093750 Penalty: 800.549377
	Iteration 38Q: 3 clusters Score -309149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -309149.531250 Penalty: 800.549377
	Iteration 39Q: 3 clusters Score -309149.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -309149.750000 Penalty: 800.549377
	Iteration 40F: 3 clusters Score -309149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -309150.375000 Penalty: 800.549377
	Iteration 41Q: 3 clusters Score -309150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -309152.250000 Penalty: 800.549377
	Iteration 42Q: 3 clusters Score -309152.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -309154.812500 Penalty: 800.549377
	Iteration 43Q: 3 clusters Score -309154.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -309158.656250 Penalty: 800.549377
	Iteration 44Q: 3 clusters Score -309158.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -309161.875000 Penalty: 800.549377
	Iteration 45Q: 3 clusters Score -309161.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -309166.125000 Penalty: 800.549377
	Iteration 46Q: 3 clusters Score -309166.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -309168.468750 Penalty: 800.549377
	Iteration 47Q: 3 clusters Score -309168.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -309170.750000 Penalty: 800.549377
	Iteration 48Q: 3 clusters Score -309170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -309170.656250 Penalty: 800.549377
	Iteration 49Q: 3 clusters Score -309170.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -309170.718750 Penalty: 800.549377
	Iteration 50Q: 3 clusters Score -309170.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -309171.156250 Penalty: 800.549377
	Iteration 51Q: 3 clusters Score -309171.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -309171.406250 Penalty: 800.549377
	Iteration 52Q: 3 clusters Score -309171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -309171.500000 Penalty: 800.549377
	Iteration 53Q: 3 clusters Score -309171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -309172.000000 Penalty: 800.549377
	Iteration 54Q: 3 clusters Score -309172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -309172.000000 Penalty: 800.549377
	Iteration 55F: 3 clusters Score -309172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (127045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127045 members 
Entering Unmasked Estep 
Score: -6226399.500000 Penalty: 534.729492
	Iteration 0F: 2 clusters Score -6226400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -6140681.500000 Penalty: 1069.458984
	Iteration 0F: 3 clusters Score -6140682 nChanged 62274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -6180973.500000 Penalty: 1069.458984
	Iteration 1F: 3 clusters Score -6180974 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -6183598.500000 Penalty: 1069.458984
	Iteration 2Q: 3 clusters Score -6183598 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -6187331.500000 Penalty: 1069.458984
	Iteration 3F: 3 clusters Score -6187332 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -6193063.000000 Penalty: 1069.458984
	Iteration 4F: 3 clusters Score -6193063 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -6200536.500000 Penalty: 1069.458984
	Iteration 5F: 3 clusters Score -6200536 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -6207279.000000 Penalty: 1069.458984
	Iteration 6F: 3 clusters Score -6207279 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -6210494.500000 Penalty: 1069.458984
	Iteration 7F: 3 clusters Score -6210494 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -6212035.000000 Penalty: 1069.458984
	Iteration 8Q: 3 clusters Score -6212035 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -6213145.500000 Penalty: 1069.458984
	Iteration 9Q: 3 clusters Score -6213146 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -6214041.000000 Penalty: 1069.458984
	Iteration 10Q: 3 clusters Score -6214041 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -6214907.500000 Penalty: 1069.458984
	Iteration 11Q: 3 clusters Score -6214908 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -6215674.000000 Penalty: 1069.458984
	Iteration 12Q: 3 clusters Score -6215674 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -6216325.000000 Penalty: 1069.458984
	Iteration 13Q: 3 clusters Score -6216325 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -6216799.500000 Penalty: 1069.458984
	Iteration 14Q: 3 clusters Score -6216800 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -6217228.000000 Penalty: 1069.458984
	Iteration 15Q: 3 clusters Score -6217228 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -6217560.500000 Penalty: 1069.458984
	Iteration 16Q: 3 clusters Score -6217560 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -6217847.500000 Penalty: 1069.458984
	Iteration 17Q: 3 clusters Score -6217848 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -6218121.000000 Penalty: 1069.458984
	Iteration 18Q: 3 clusters Score -6218121 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -6218317.500000 Penalty: 1069.458984
	Iteration 19Q: 3 clusters Score -6218318 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -6218500.000000 Penalty: 1069.458984
	Iteration 20F: 3 clusters Score -6218500 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -6218695.000000 Penalty: 1069.458984
	Iteration 21Q: 3 clusters Score -6218695 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78777 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -6218893.000000 Penalty: 1069.458984
	Iteration 22Q: 3 clusters Score -6218893 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -6219076.500000 Penalty: 1069.458984
	Iteration 23Q: 3 clusters Score -6219076 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80526 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -6219238.000000 Penalty: 1069.458984
	Iteration 24Q: 3 clusters Score -6219238 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -6219423.500000 Penalty: 1069.458984
	Iteration 25Q: 3 clusters Score -6219424 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -6219600.500000 Penalty: 1069.458984
	Iteration 26Q: 3 clusters Score -6219600 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -6219809.000000 Penalty: 1069.458984
	Iteration 27Q: 3 clusters Score -6219809 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -6219944.000000 Penalty: 1069.458984
	Iteration 28Q: 3 clusters Score -6219944 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -6220149.500000 Penalty: 1069.458984
	Iteration 29Q: 3 clusters Score -6220150 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -6220306.500000 Penalty: 1069.458984
	Iteration 30Q: 3 clusters Score -6220306 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86461 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -6220512.500000 Penalty: 1069.458984
	Iteration 31Q: 3 clusters Score -6220512 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -6220756.500000 Penalty: 1069.458984
	Iteration 32Q: 3 clusters Score -6220756 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -6221005.500000 Penalty: 1069.458984
	Iteration 33Q: 3 clusters Score -6221006 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -6221299.000000 Penalty: 1069.458984
	Iteration 34Q: 3 clusters Score -6221299 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -6221630.500000 Penalty: 1069.458984
	Iteration 35Q: 3 clusters Score -6221630 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -6222066.000000 Penalty: 1069.458984
	Iteration 36Q: 3 clusters Score -6222066 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92739 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -6222598.000000 Penalty: 1069.458984
	Iteration 37Q: 3 clusters Score -6222598 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -6223082.500000 Penalty: 1069.458984
	Iteration 38Q: 3 clusters Score -6223082 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95137 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -6223638.000000 Penalty: 1069.458984
	Iteration 39Q: 3 clusters Score -6223638 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -6223970.500000 Penalty: 1069.458984
	Iteration 40F: 3 clusters Score -6223970 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -6224282.000000 Penalty: 1069.458984
	Iteration 41Q: 3 clusters Score -6224282 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -6224580.500000 Penalty: 1069.458984
	Iteration 42Q: 3 clusters Score -6224580 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98930 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -6224759.500000 Penalty: 1069.458984
	Iteration 43Q: 3 clusters Score -6224760 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -6224963.000000 Penalty: 1069.458984
	Iteration 44Q: 3 clusters Score -6224963 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100406 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -6225144.500000 Penalty: 1069.458984
	Iteration 45Q: 3 clusters Score -6225144 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -6225245.500000 Penalty: 1069.458984
	Iteration 46Q: 3 clusters Score -6225246 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101686 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -6225337.000000 Penalty: 1069.458984
	Iteration 47Q: 3 clusters Score -6225337 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -6225422.500000 Penalty: 1069.458984
	Iteration 48Q: 3 clusters Score -6225422 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102917 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -6225525.500000 Penalty: 1069.458984
	Iteration 49Q: 3 clusters Score -6225526 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -6225623.500000 Penalty: 1069.458984
	Iteration 50Q: 3 clusters Score -6225624 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -6225690.000000 Penalty: 1069.458984
	Iteration 51Q: 3 clusters Score -6225690 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104865 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -6225787.000000 Penalty: 1069.458984
	Iteration 52Q: 3 clusters Score -6225787 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105595 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -6225860.000000 Penalty: 1069.458984
	Iteration 53Q: 3 clusters Score -6225860 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106301 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -6225904.500000 Penalty: 1069.458984
	Iteration 54Q: 3 clusters Score -6225904 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107055 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -6225983.500000 Penalty: 1069.458984
	Iteration 55Q: 3 clusters Score -6225984 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107853 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -6226132.500000 Penalty: 1069.458984
	Iteration 56Q: 3 clusters Score -6226132 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -6226230.000000 Penalty: 1069.458984
	Iteration 57Q: 3 clusters Score -6226230 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109441 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -6226311.000000 Penalty: 1069.458984
	Iteration 58Q: 3 clusters Score -6226311 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -6226419.000000 Penalty: 1069.458984
	Iteration 59Q: 3 clusters Score -6226419 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -6226561.500000 Penalty: 1069.458984
	Iteration 60F: 3 clusters Score -6226562 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111994 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -6226706.500000 Penalty: 1069.458984
	Iteration 61Q: 3 clusters Score -6226706 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112856 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -6226834.000000 Penalty: 1069.458984
	Iteration 62Q: 3 clusters Score -6226834 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113696 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -6226975.000000 Penalty: 1069.458984
	Iteration 63Q: 3 clusters Score -6226975 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114514 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -6227116.000000 Penalty: 1069.458984
	Iteration 64Q: 3 clusters Score -6227116 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -6227208.000000 Penalty: 1069.458984
	Iteration 65Q: 3 clusters Score -6227208 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116061 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -6227301.500000 Penalty: 1069.458984
	Iteration 66Q: 3 clusters Score -6227302 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -6227412.000000 Penalty: 1069.458984
	Iteration 67Q: 3 clusters Score -6227412 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117425 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -6227509.000000 Penalty: 1069.458984
	Iteration 68Q: 3 clusters Score -6227509 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118055 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -6227580.500000 Penalty: 1069.458984
	Iteration 69Q: 3 clusters Score -6227580 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118622 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -6227651.000000 Penalty: 1069.458984
	Iteration 70Q: 3 clusters Score -6227651 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119183 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -6227744.500000 Penalty: 1069.458984
	Iteration 71Q: 3 clusters Score -6227744 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -6227859.000000 Penalty: 1069.458984
	Iteration 72Q: 3 clusters Score -6227859 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120201 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -6227897.000000 Penalty: 1069.458984
	Iteration 73Q: 3 clusters Score -6227897 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120671 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -6227961.500000 Penalty: 1069.458984
	Iteration 74Q: 3 clusters Score -6227962 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121088 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -6228012.500000 Penalty: 1069.458984
	Iteration 75Q: 3 clusters Score -6228012 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -6228076.500000 Penalty: 1069.458984
	Iteration 76Q: 3 clusters Score -6228076 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121802 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -6228122.000000 Penalty: 1069.458984
	Iteration 77Q: 3 clusters Score -6228122 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122080 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -6228114.000000 Penalty: 1069.458984
	Iteration 78Q: 3 clusters Score -6228114 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122311 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -6228130.000000 Penalty: 1069.458984
	Iteration 79Q: 3 clusters Score -6228130 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122536 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -6228113.500000 Penalty: 1069.458984
	Iteration 80F: 3 clusters Score -6228114 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122739 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -6228135.000000 Penalty: 1069.458984
	Iteration 81Q: 3 clusters Score -6228135 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122897 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -6228103.000000 Penalty: 1069.458984
	Iteration 82Q: 3 clusters Score -6228103 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123055 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -6228113.500000 Penalty: 1069.458984
	Iteration 83Q: 3 clusters Score -6228114 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123199 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -6228109.000000 Penalty: 1069.458984
	Iteration 84Q: 3 clusters Score -6228109 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123322 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6228123.000000 Penalty: 1069.458984
	Iteration 85Q: 3 clusters Score -6228123 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123434 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -6228120.000000 Penalty: 1069.458984
	Iteration 86Q: 3 clusters Score -6228120 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123554 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -6228125.000000 Penalty: 1069.458984
	Iteration 87Q: 3 clusters Score -6228125 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123670 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -6228135.000000 Penalty: 1069.458984
	Iteration 88Q: 3 clusters Score -6228135 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123766 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6228138.000000 Penalty: 1069.458984
	Iteration 89Q: 3 clusters Score -6228138 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6228129.000000 Penalty: 1069.458984
	Iteration 90Q: 3 clusters Score -6228129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123916 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -6228102.000000 Penalty: 1069.458984
	Iteration 91Q: 3 clusters Score -6228102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123993 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -6228080.000000 Penalty: 1069.458984
	Iteration 92Q: 3 clusters Score -6228080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124060 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6228083.000000 Penalty: 1069.458984
	Iteration 93Q: 3 clusters Score -6228083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124122 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6228082.500000 Penalty: 1069.458984
	Iteration 94Q: 3 clusters Score -6228082 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124189 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6228083.000000 Penalty: 1069.458984
	Iteration 95Q: 3 clusters Score -6228083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124238 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6228074.500000 Penalty: 1069.458984
	Iteration 96Q: 3 clusters Score -6228074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124293 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6228072.500000 Penalty: 1069.458984
	Iteration 97Q: 3 clusters Score -6228072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124339 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6228087.000000 Penalty: 1069.458984
	Iteration 98Q: 3 clusters Score -6228087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124373 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6228081.500000 Penalty: 1069.458984
	Iteration 99Q: 3 clusters Score -6228082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124412 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6228068.500000 Penalty: 1069.458984
	Iteration 100F: 3 clusters Score -6228068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124449 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -6228065.000000 Penalty: 1069.458984
	Iteration 101Q: 3 clusters Score -6228065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124489 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6228051.000000 Penalty: 1069.458984
	Iteration 102Q: 3 clusters Score -6228051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124530 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6228047.500000 Penalty: 1069.458984
	Iteration 103Q: 3 clusters Score -6228048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6228044.000000 Penalty: 1069.458984
	Iteration 104Q: 3 clusters Score -6228044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124636 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6228032.500000 Penalty: 1069.458984
	Iteration 105Q: 3 clusters Score -6228032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124695 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6228023.500000 Penalty: 1069.458984
	Iteration 106Q: 3 clusters Score -6228024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124742 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6228015.000000 Penalty: 1069.458984
	Iteration 107Q: 3 clusters Score -6228015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124781 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6228009.000000 Penalty: 1069.458984
	Iteration 108Q: 3 clusters Score -6228009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124818 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -6228006.000000 Penalty: 1069.458984
	Iteration 109Q: 3 clusters Score -6228006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124860 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6227994.500000 Penalty: 1069.458984
	Iteration 110Q: 3 clusters Score -6227994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124894 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6228006.500000 Penalty: 1069.458984
	Iteration 111Q: 3 clusters Score -6228006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124926 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6228002.000000 Penalty: 1069.458984
	Iteration 112Q: 3 clusters Score -6228002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124951 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6228000.000000 Penalty: 1069.458984
	Iteration 113Q: 3 clusters Score -6228000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124976 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6228003.500000 Penalty: 1069.458984
	Iteration 114Q: 3 clusters Score -6228004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124993 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6228000.000000 Penalty: 1069.458984
	Iteration 115Q: 3 clusters Score -6228000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125003 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6227991.500000 Penalty: 1069.458984
	Iteration 116Q: 3 clusters Score -6227992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6227995.000000 Penalty: 1069.458984
	Iteration 117Q: 3 clusters Score -6227995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125029 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6227989.000000 Penalty: 1069.458984
	Iteration 118Q: 3 clusters Score -6227989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125039 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6227983.000000 Penalty: 1069.458984
	Iteration 119Q: 3 clusters Score -6227983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125047 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6227987.500000 Penalty: 1069.458984
	Iteration 120F: 3 clusters Score -6227988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125053 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6227985.500000 Penalty: 1069.458984
	Iteration 121Q: 3 clusters Score -6227986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125058 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6227983.500000 Penalty: 1069.458984
	Iteration 122Q: 3 clusters Score -6227984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125063 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6227986.000000 Penalty: 1069.458984
	Iteration 123Q: 3 clusters Score -6227986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125069 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6227990.500000 Penalty: 1069.458984
	Iteration 124Q: 3 clusters Score -6227990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125072 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6227994.500000 Penalty: 1069.458984
	Iteration 125Q: 3 clusters Score -6227994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125075 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6227984.500000 Penalty: 1069.458984
	Iteration 126Q: 3 clusters Score -6227984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125077 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6227984.500000 Penalty: 1069.458984
	Iteration 127Q: 3 clusters Score -6227984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125080 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6227980.500000 Penalty: 1069.458984
	Iteration 128Q: 3 clusters Score -6227980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125080 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6227980.500000 Penalty: 1069.458984
	Iteration 129F: 3 clusters Score -6227980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 171290 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 218484 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 3443 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 9102 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 735 members 
Mstep: Class 43 contains 73156 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 1237 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Entering Unmasked Estep 
Score: -90661664.000000 Penalty: 31649.066406
Splitting cluster 8 changes total score from -90659648.000000 to -90661664.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 9 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -61003.656250 Penalty: 326.900604
	Iteration 0F: 2 clusters Score -61003.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -59984.515625 Penalty: 653.801208
	Iteration 0F: 3 clusters Score -59984.52 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -60276.582031 Penalty: 653.801208
	Iteration 1F: 3 clusters Score -60276.58 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -60353.527344 Penalty: 653.801208
	Iteration 2F: 3 clusters Score -60353.53 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -60405.136719 Penalty: 653.801208
	Iteration 3F: 3 clusters Score -60405.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -60441.906250 Penalty: 653.801208
	Iteration 4Q: 3 clusters Score -60441.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -60458.503906 Penalty: 653.801208
	Iteration 5Q: 3 clusters Score -60458.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60474.640625 Penalty: 653.801208
	Iteration 6Q: 3 clusters Score -60474.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -60488.175781 Penalty: 653.801208
	Iteration 7Q: 3 clusters Score -60488.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -60500.167969 Penalty: 653.801208
	Iteration 8Q: 3 clusters Score -60500.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -60507.527344 Penalty: 653.801208
	Iteration 9Q: 3 clusters Score -60507.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60511.312500 Penalty: 653.801208
	Iteration 10Q: 3 clusters Score -60511.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60518.195312 Penalty: 653.801208
	Iteration 11Q: 3 clusters Score -60518.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -60522.058594 Penalty: 653.801208
	Iteration 12Q: 3 clusters Score -60522.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60526.957031 Penalty: 653.801208
	Iteration 13Q: 3 clusters Score -60526.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -60532.273438 Penalty: 653.801208
	Iteration 14Q: 3 clusters Score -60532.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -60536.835938 Penalty: 653.801208
	Iteration 15Q: 3 clusters Score -60536.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -60541.082031 Penalty: 653.801208
	Iteration 16Q: 3 clusters Score -60541.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -60542.398438 Penalty: 653.801208
	Iteration 17Q: 3 clusters Score -60542.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -60544.847656 Penalty: 653.801208
	Iteration 18Q: 3 clusters Score -60544.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60547.492188 Penalty: 653.801208
	Iteration 19Q: 3 clusters Score -60547.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -60549.148438 Penalty: 653.801208
	Iteration 20F: 3 clusters Score -60549.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60550.390625 Penalty: 653.801208
	Iteration 21Q: 3 clusters Score -60550.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -60551.996094 Penalty: 653.801208
	Iteration 22Q: 3 clusters Score -60552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60555.472656 Penalty: 653.801208
	Iteration 23Q: 3 clusters Score -60555.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60558.304688 Penalty: 653.801208
	Iteration 24Q: 3 clusters Score -60558.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -60564.179688 Penalty: 653.801208
	Iteration 25Q: 3 clusters Score -60564.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60569.160156 Penalty: 653.801208
	Iteration 26Q: 3 clusters Score -60569.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -60573.269531 Penalty: 653.801208
	Iteration 27Q: 3 clusters Score -60573.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60575.148438 Penalty: 653.801208
	Iteration 28Q: 3 clusters Score -60575.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -60580.277344 Penalty: 653.801208
	Iteration 29Q: 3 clusters Score -60580.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60584.289062 Penalty: 653.801208
	Iteration 30Q: 3 clusters Score -60584.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60588.878906 Penalty: 653.801208
	Iteration 31Q: 3 clusters Score -60588.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60592.554688 Penalty: 653.801208
	Iteration 32Q: 3 clusters Score -60592.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -60596.710938 Penalty: 653.801208
	Iteration 33Q: 3 clusters Score -60596.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -60601.449219 Penalty: 653.801208
	Iteration 34Q: 3 clusters Score -60601.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60604.738281 Penalty: 653.801208
	Iteration 35Q: 3 clusters Score -60604.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -60608.105469 Penalty: 653.801208
	Iteration 36Q: 3 clusters Score -60608.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60608.859375 Penalty: 653.801208
	Iteration 37Q: 3 clusters Score -60608.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60609.066406 Penalty: 653.801208
	Iteration 38Q: 3 clusters Score -60609.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60609.066406 Penalty: 653.801208
	Iteration 39F: 3 clusters Score -60609.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171290 members 
Entering Unmasked Estep 
Score: -8521227.000000 Penalty: 548.325623
	Iteration 0F: 2 clusters Score -8521227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85698 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -8417991.000000 Penalty: 1096.651245
	Iteration 0F: 3 clusters Score -8417991 nChanged 84166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 83748 members 
Entering Unmasked Estep 
Score: -8469597.000000 Penalty: 1096.651245
	Iteration 1F: 3 clusters Score -8469597 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -8473399.000000 Penalty: 1096.651245
	Iteration 2Q: 3 clusters Score -8473399 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -8479209.000000 Penalty: 1096.651245
	Iteration 3F: 3 clusters Score -8479209 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -8487940.000000 Penalty: 1096.651245
	Iteration 4F: 3 clusters Score -8487940 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -8501802.000000 Penalty: 1096.651245
	Iteration 5F: 3 clusters Score -8501802 nChanged 14714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95877 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -8518171.000000 Penalty: 1096.651245
	Iteration 6F: 3 clusters Score -8518171 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96049 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -8526851.000000 Penalty: 1096.651245
	Iteration 7F: 3 clusters Score -8526851 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -8528717.000000 Penalty: 1096.651245
	Iteration 8Q: 3 clusters Score -8528717 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -8529088.000000 Penalty: 1096.651245
	Iteration 9Q: 3 clusters Score -8529088 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -8529141.000000 Penalty: 1096.651245
	Iteration 10Q: 3 clusters Score -8529141 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102267 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -8529314.000000 Penalty: 1096.651245
	Iteration 11Q: 3 clusters Score -8529314 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103712 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -8529365.000000 Penalty: 1096.651245
	Iteration 12Q: 3 clusters Score -8529365 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -8529381.000000 Penalty: 1096.651245
	Iteration 13Q: 3 clusters Score -8529381 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -8529345.000000 Penalty: 1096.651245
	Iteration 14Q: 3 clusters Score -8529345 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -8529425.000000 Penalty: 1096.651245
	Iteration 15Q: 3 clusters Score -8529425 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -8529450.000000 Penalty: 1096.651245
	Iteration 16Q: 3 clusters Score -8529450 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108655 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -8529371.000000 Penalty: 1096.651245
	Iteration 17Q: 3 clusters Score -8529371 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109249 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -8529308.000000 Penalty: 1096.651245
	Iteration 18Q: 3 clusters Score -8529308 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -8529237.000000 Penalty: 1096.651245
	Iteration 19Q: 3 clusters Score -8529237 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110291 members 
Mstep: Class 2 contains 60999 members 
Entering Unmasked Estep 
Score: -8529190.000000 Penalty: 1096.651245
	Iteration 20F: 3 clusters Score -8529190 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110706 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -8529131.000000 Penalty: 1096.651245
	Iteration 21Q: 3 clusters Score -8529131 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -8529064.000000 Penalty: 1096.651245
	Iteration 22Q: 3 clusters Score -8529064 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -8528992.000000 Penalty: 1096.651245
	Iteration 23Q: 3 clusters Score -8528992 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -8528984.000000 Penalty: 1096.651245
	Iteration 24Q: 3 clusters Score -8528984 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111905 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -8528959.000000 Penalty: 1096.651245
	Iteration 25Q: 3 clusters Score -8528959 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112135 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -8528936.000000 Penalty: 1096.651245
	Iteration 26Q: 3 clusters Score -8528936 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112316 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -8528893.000000 Penalty: 1096.651245
	Iteration 27Q: 3 clusters Score -8528893 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112470 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -8528867.000000 Penalty: 1096.651245
	Iteration 28Q: 3 clusters Score -8528867 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -8528824.000000 Penalty: 1096.651245
	Iteration 29Q: 3 clusters Score -8528824 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112669 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -8528784.000000 Penalty: 1096.651245
	Iteration 30Q: 3 clusters Score -8528784 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112725 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -8528759.000000 Penalty: 1096.651245
	Iteration 31Q: 3 clusters Score -8528759 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112797 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -8528765.000000 Penalty: 1096.651245
	Iteration 32Q: 3 clusters Score -8528765 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112838 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -8528750.000000 Penalty: 1096.651245
	Iteration 33Q: 3 clusters Score -8528750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112870 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -8528742.000000 Penalty: 1096.651245
	Iteration 34Q: 3 clusters Score -8528742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -8528749.000000 Penalty: 1096.651245
	Iteration 35Q: 3 clusters Score -8528749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112908 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -8528741.000000 Penalty: 1096.651245
	Iteration 36Q: 3 clusters Score -8528741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112925 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -8528726.000000 Penalty: 1096.651245
	Iteration 37Q: 3 clusters Score -8528726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112940 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -8528722.000000 Penalty: 1096.651245
	Iteration 38Q: 3 clusters Score -8528722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112952 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -8528712.000000 Penalty: 1096.651245
	Iteration 39Q: 3 clusters Score -8528712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112979 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -8528720.000000 Penalty: 1096.651245
	Iteration 40F: 3 clusters Score -8528720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113004 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -8528712.000000 Penalty: 1096.651245
	Iteration 41Q: 3 clusters Score -8528712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113031 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -8528700.000000 Penalty: 1096.651245
	Iteration 42Q: 3 clusters Score -8528700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113062 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -8528700.000000 Penalty: 1096.651245
	Iteration 43Q: 3 clusters Score -8528700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113086 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -8528706.000000 Penalty: 1096.651245
	Iteration 44Q: 3 clusters Score -8528706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113102 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -8528707.000000 Penalty: 1096.651245
	Iteration 45Q: 3 clusters Score -8528707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113107 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -8528700.000000 Penalty: 1096.651245
	Iteration 46Q: 3 clusters Score -8528700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113107 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -8528698.000000 Penalty: 1096.651245
	Iteration 47Q: 3 clusters Score -8528698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113109 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -8528694.000000 Penalty: 1096.651245
	Iteration 48Q: 3 clusters Score -8528694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113113 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -8528696.000000 Penalty: 1096.651245
	Iteration 49Q: 3 clusters Score -8528696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113116 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -8528695.000000 Penalty: 1096.651245
	Iteration 50Q: 3 clusters Score -8528695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113117 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -8528693.000000 Penalty: 1096.651245
	Iteration 51Q: 3 clusters Score -8528693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113117 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -8528693.000000 Penalty: 1096.651245
	Iteration 52F: 3 clusters Score -8528693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 218484 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 3443 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 9102 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 735 members 
Mstep: Class 43 contains 73156 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 1237 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Mstep: Class 49 contains 58173 members 
Entering Unmasked Estep 
Score: -90666800.000000 Penalty: 32308.421875
Splitting cluster 10 changes total score from -90659648.000000 to -90666800.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 11 (7217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Entering Unmasked Estep 
Score: -346229.843750 Penalty: 404.230835
	Iteration 0F: 2 clusters Score -346229.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -341425.125000 Penalty: 808.461670
	Iteration 0F: 3 clusters Score -341425.1 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -343260.187500 Penalty: 808.461670
	Iteration 1F: 3 clusters Score -343260.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -343394.500000 Penalty: 808.461670
	Iteration 2F: 3 clusters Score -343394.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -343500.937500 Penalty: 808.461670
	Iteration 3Q: 3 clusters Score -343500.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -343602.500000 Penalty: 808.461670
	Iteration 4Q: 3 clusters Score -343602.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -343724.750000 Penalty: 808.461670
	Iteration 5Q: 3 clusters Score -343724.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -343867.718750 Penalty: 808.461670
	Iteration 6Q: 3 clusters Score -343867.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -344041.656250 Penalty: 808.461670
	Iteration 7Q: 3 clusters Score -344041.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -344208.593750 Penalty: 808.461670
	Iteration 8Q: 3 clusters Score -344208.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -344342.156250 Penalty: 808.461670
	Iteration 9Q: 3 clusters Score -344342.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -344413.000000 Penalty: 808.461670
	Iteration 10Q: 3 clusters Score -344413 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -344454.093750 Penalty: 808.461670
	Iteration 11Q: 3 clusters Score -344454.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -344480.562500 Penalty: 808.461670
	Iteration 12Q: 3 clusters Score -344480.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -344497.250000 Penalty: 808.461670
	Iteration 13Q: 3 clusters Score -344497.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -344516.718750 Penalty: 808.461670
	Iteration 14Q: 3 clusters Score -344516.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -344534.156250 Penalty: 808.461670
	Iteration 15Q: 3 clusters Score -344534.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -344556.750000 Penalty: 808.461670
	Iteration 16Q: 3 clusters Score -344556.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -344585.875000 Penalty: 808.461670
	Iteration 17Q: 3 clusters Score -344585.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -344615.250000 Penalty: 808.461670
	Iteration 18Q: 3 clusters Score -344615.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -344642.343750 Penalty: 808.461670
	Iteration 19Q: 3 clusters Score -344642.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -344670.500000 Penalty: 808.461670
	Iteration 20F: 3 clusters Score -344670.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -344693.343750 Penalty: 808.461670
	Iteration 21Q: 3 clusters Score -344693.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -344727.187500 Penalty: 808.461670
	Iteration 22Q: 3 clusters Score -344727.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -344758.062500 Penalty: 808.461670
	Iteration 23Q: 3 clusters Score -344758.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -344788.406250 Penalty: 808.461670
	Iteration 24Q: 3 clusters Score -344788.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -344823.906250 Penalty: 808.461670
	Iteration 25Q: 3 clusters Score -344823.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -344853.812500 Penalty: 808.461670
	Iteration 26Q: 3 clusters Score -344853.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -344881.593750 Penalty: 808.461670
	Iteration 27Q: 3 clusters Score -344881.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -344910.500000 Penalty: 808.461670
	Iteration 28Q: 3 clusters Score -344910.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -344944.906250 Penalty: 808.461670
	Iteration 29Q: 3 clusters Score -344944.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -344984.937500 Penalty: 808.461670
	Iteration 30Q: 3 clusters Score -344984.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -345026.093750 Penalty: 808.461670
	Iteration 31Q: 3 clusters Score -345026.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -345061.125000 Penalty: 808.461670
	Iteration 32Q: 3 clusters Score -345061.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -345105.593750 Penalty: 808.461670
	Iteration 33Q: 3 clusters Score -345105.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -345163.812500 Penalty: 808.461670
	Iteration 34Q: 3 clusters Score -345163.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -345222.843750 Penalty: 808.461670
	Iteration 35Q: 3 clusters Score -345222.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -345283.687500 Penalty: 808.461670
	Iteration 36Q: 3 clusters Score -345283.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -345349.750000 Penalty: 808.461670
	Iteration 37Q: 3 clusters Score -345349.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -345415.906250 Penalty: 808.461670
	Iteration 38Q: 3 clusters Score -345415.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -345479.562500 Penalty: 808.461670
	Iteration 39Q: 3 clusters Score -345479.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -345560.343750 Penalty: 808.461670
	Iteration 40F: 3 clusters Score -345560.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -345628.281250 Penalty: 808.461670
	Iteration 41Q: 3 clusters Score -345628.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -345681.093750 Penalty: 808.461670
	Iteration 42Q: 3 clusters Score -345681.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -345726.437500 Penalty: 808.461670
	Iteration 43Q: 3 clusters Score -345726.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -345762.218750 Penalty: 808.461670
	Iteration 44Q: 3 clusters Score -345762.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -345785.250000 Penalty: 808.461670
	Iteration 45Q: 3 clusters Score -345785.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -345803.562500 Penalty: 808.461670
	Iteration 46Q: 3 clusters Score -345803.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -345820.906250 Penalty: 808.461670
	Iteration 47Q: 3 clusters Score -345820.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -345837.656250 Penalty: 808.461670
	Iteration 48Q: 3 clusters Score -345837.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -345850.250000 Penalty: 808.461670
	Iteration 49Q: 3 clusters Score -345850.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -345858.000000 Penalty: 808.461670
	Iteration 50Q: 3 clusters Score -345858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -345863.000000 Penalty: 808.461670
	Iteration 51Q: 3 clusters Score -345863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -345865.281250 Penalty: 808.461670
	Iteration 52Q: 3 clusters Score -345865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -345865.500000 Penalty: 808.461670
	Iteration 53Q: 3 clusters Score -345865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -345866.500000 Penalty: 808.461670
	Iteration 54Q: 3 clusters Score -345866.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -345866.593750 Penalty: 808.461670
	Iteration 55Q: 3 clusters Score -345866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -345868.125000 Penalty: 808.461670
	Iteration 56Q: 3 clusters Score -345868.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -345868.968750 Penalty: 808.461670
	Iteration 57Q: 3 clusters Score -345869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -345870.906250 Penalty: 808.461670
	Iteration 58Q: 3 clusters Score -345870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -345872.250000 Penalty: 808.461670
	Iteration 59Q: 3 clusters Score -345872.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -345872.718750 Penalty: 808.461670
	Iteration 60F: 3 clusters Score -345872.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -345873.125000 Penalty: 808.461670
	Iteration 61Q: 3 clusters Score -345873.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -345873.125000 Penalty: 808.461670
	Iteration 62F: 3 clusters Score -345873.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -75644.296875 Penalty: 334.826813
	Iteration 0F: 2 clusters Score -75644.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -74457.453125 Penalty: 669.653625
	Iteration 0F: 3 clusters Score -74457.45 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -74856.476562 Penalty: 669.653625
	Iteration 1F: 3 clusters Score -74856.48 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -74927.203125 Penalty: 669.653625
	Iteration 2F: 3 clusters Score -74927.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -74991.742188 Penalty: 669.653625
	Iteration 3F: 3 clusters Score -74991.74 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -75044.882812 Penalty: 669.653625
	Iteration 4F: 3 clusters Score -75044.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -75081.468750 Penalty: 669.653625
	Iteration 5Q: 3 clusters Score -75081.47 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -75105.398438 Penalty: 669.653625
	Iteration 6Q: 3 clusters Score -75105.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -75127.351562 Penalty: 669.653625
	Iteration 7Q: 3 clusters Score -75127.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -75140.265625 Penalty: 669.653625
	Iteration 8Q: 3 clusters Score -75140.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -75150.773438 Penalty: 669.653625
	Iteration 9Q: 3 clusters Score -75150.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -75158.609375 Penalty: 669.653625
	Iteration 10Q: 3 clusters Score -75158.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -75163.414062 Penalty: 669.653625
	Iteration 11Q: 3 clusters Score -75163.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -75169.562500 Penalty: 669.653625
	Iteration 12Q: 3 clusters Score -75169.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -75174.437500 Penalty: 669.653625
	Iteration 13Q: 3 clusters Score -75174.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -75179.234375 Penalty: 669.653625
	Iteration 14Q: 3 clusters Score -75179.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -75184.726562 Penalty: 669.653625
	Iteration 15Q: 3 clusters Score -75184.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -75187.609375 Penalty: 669.653625
	Iteration 16Q: 3 clusters Score -75187.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -75189.726562 Penalty: 669.653625
	Iteration 17Q: 3 clusters Score -75189.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -75190.335938 Penalty: 669.653625
	Iteration 18Q: 3 clusters Score -75190.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -75192.054688 Penalty: 669.653625
	Iteration 19Q: 3 clusters Score -75192.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -75194.078125 Penalty: 669.653625
	Iteration 20F: 3 clusters Score -75194.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -75195.742188 Penalty: 669.653625
	Iteration 21Q: 3 clusters Score -75195.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -75197.023438 Penalty: 669.653625
	Iteration 22Q: 3 clusters Score -75197.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -75198.109375 Penalty: 669.653625
	Iteration 23Q: 3 clusters Score -75198.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -75199.210938 Penalty: 669.653625
	Iteration 24Q: 3 clusters Score -75199.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -75199.750000 Penalty: 669.653625
	Iteration 25Q: 3 clusters Score -75199.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -75199.750000 Penalty: 669.653625
	Iteration 26F: 3 clusters Score -75199.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Entering Unmasked Estep 
Score: -1746146.000000 Penalty: 478.781250
	Iteration 0F: 2 clusters Score -1746146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1721309.750000 Penalty: 957.562500
	Iteration 0F: 3 clusters Score -1721310 nChanged 17840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1731654.750000 Penalty: 957.562500
	Iteration 1F: 3 clusters Score -1731655 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1731914.375000 Penalty: 957.562500
	Iteration 2Q: 3 clusters Score -1731914 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -1732233.625000 Penalty: 957.562500
	Iteration 3Q: 3 clusters Score -1732234 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -1732646.500000 Penalty: 957.562500
	Iteration 4Q: 3 clusters Score -1732646 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -1733295.000000 Penalty: 957.562500
	Iteration 5Q: 3 clusters Score -1733295 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -1734307.625000 Penalty: 957.562500
	Iteration 6Q: 3 clusters Score -1734308 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -1735831.250000 Penalty: 957.562500
	Iteration 7F: 3 clusters Score -1735831 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -1737850.000000 Penalty: 957.562500
	Iteration 8F: 3 clusters Score -1737850 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -1739847.500000 Penalty: 957.562500
	Iteration 9F: 3 clusters Score -1739848 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -1741520.000000 Penalty: 957.562500
	Iteration 10F: 3 clusters Score -1741520 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -1742734.375000 Penalty: 957.562500
	Iteration 11Q: 3 clusters Score -1742734 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -1743663.625000 Penalty: 957.562500
	Iteration 12Q: 3 clusters Score -1743664 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -1744293.875000 Penalty: 957.562500
	Iteration 13Q: 3 clusters Score -1744294 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -1744699.250000 Penalty: 957.562500
	Iteration 14Q: 3 clusters Score -1744699 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -1744987.125000 Penalty: 957.562500
	Iteration 15Q: 3 clusters Score -1744987 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -1745204.875000 Penalty: 957.562500
	Iteration 16Q: 3 clusters Score -1745205 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -1745358.625000 Penalty: 957.562500
	Iteration 17Q: 3 clusters Score -1745359 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -1745452.500000 Penalty: 957.562500
	Iteration 18Q: 3 clusters Score -1745452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -1745516.875000 Penalty: 957.562500
	Iteration 19Q: 3 clusters Score -1745517 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -1745570.125000 Penalty: 957.562500
	Iteration 20F: 3 clusters Score -1745570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -1745597.500000 Penalty: 957.562500
	Iteration 21Q: 3 clusters Score -1745598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -1745623.000000 Penalty: 957.562500
	Iteration 22Q: 3 clusters Score -1745623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -1745640.875000 Penalty: 957.562500
	Iteration 23Q: 3 clusters Score -1745641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -1745657.500000 Penalty: 957.562500
	Iteration 24Q: 3 clusters Score -1745658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -1745671.875000 Penalty: 957.562500
	Iteration 25Q: 3 clusters Score -1745672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -1745684.375000 Penalty: 957.562500
	Iteration 26Q: 3 clusters Score -1745684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -1745692.500000 Penalty: 957.562500
	Iteration 27Q: 3 clusters Score -1745692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -1745699.500000 Penalty: 957.562500
	Iteration 28Q: 3 clusters Score -1745700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -1745707.875000 Penalty: 957.562500
	Iteration 29Q: 3 clusters Score -1745708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -1745714.625000 Penalty: 957.562500
	Iteration 30Q: 3 clusters Score -1745715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -1745718.375000 Penalty: 957.562500
	Iteration 31Q: 3 clusters Score -1745718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -1745720.125000 Penalty: 957.562500
	Iteration 32Q: 3 clusters Score -1745720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -1745723.875000 Penalty: 957.562500
	Iteration 33Q: 3 clusters Score -1745724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -1745729.375000 Penalty: 957.562500
	Iteration 34Q: 3 clusters Score -1745729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -1745733.375000 Penalty: 957.562500
	Iteration 35Q: 3 clusters Score -1745733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -1745735.625000 Penalty: 957.562500
	Iteration 36Q: 3 clusters Score -1745736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -1745740.875000 Penalty: 957.562500
	Iteration 37Q: 3 clusters Score -1745741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -1745742.000000 Penalty: 957.562500
	Iteration 38Q: 3 clusters Score -1745742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -1745744.500000 Penalty: 957.562500
	Iteration 39Q: 3 clusters Score -1745744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -1745745.625000 Penalty: 957.562500
	Iteration 40F: 3 clusters Score -1745746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -1745744.250000 Penalty: 957.562500
	Iteration 41Q: 3 clusters Score -1745744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -1745744.125000 Penalty: 957.562500
	Iteration 42Q: 3 clusters Score -1745744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -1745744.500000 Penalty: 957.562500
	Iteration 43Q: 3 clusters Score -1745744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -1745745.125000 Penalty: 957.562500
	Iteration 44Q: 3 clusters Score -1745745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -1745746.500000 Penalty: 957.562500
	Iteration 45Q: 3 clusters Score -1745746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -1745745.625000 Penalty: 957.562500
	Iteration 46Q: 3 clusters Score -1745746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -1745745.625000 Penalty: 957.562500
	Iteration 47F: 3 clusters Score -1745746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Entering Unmasked Estep 
Score: -132391.484375 Penalty: 360.775238
	Iteration 0F: 2 clusters Score -132391.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -130438.132812 Penalty: 721.550476
	Iteration 0F: 3 clusters Score -130438.1 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -131169.312500 Penalty: 721.550476
	Iteration 1F: 3 clusters Score -131169.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -131301.000000 Penalty: 721.550476
	Iteration 2F: 3 clusters Score -131301 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -131398.031250 Penalty: 721.550476
	Iteration 3F: 3 clusters Score -131398 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -131478.640625 Penalty: 721.550476
	Iteration 4F: 3 clusters Score -131478.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -131548.640625 Penalty: 721.550476
	Iteration 5Q: 3 clusters Score -131548.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -131622.812500 Penalty: 721.550476
	Iteration 6Q: 3 clusters Score -131622.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -131741.812500 Penalty: 721.550476
	Iteration 7F: 3 clusters Score -131741.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -131849.796875 Penalty: 721.550476
	Iteration 8Q: 3 clusters Score -131849.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -131926.187500 Penalty: 721.550476
	Iteration 9Q: 3 clusters Score -131926.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -131967.890625 Penalty: 721.550476
	Iteration 10Q: 3 clusters Score -131967.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -131996.125000 Penalty: 721.550476
	Iteration 11Q: 3 clusters Score -131996.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -132017.218750 Penalty: 721.550476
	Iteration 12Q: 3 clusters Score -132017.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -132029.359375 Penalty: 721.550476
	Iteration 13Q: 3 clusters Score -132029.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -132035.312500 Penalty: 721.550476
	Iteration 14Q: 3 clusters Score -132035.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -132039.796875 Penalty: 721.550476
	Iteration 15Q: 3 clusters Score -132039.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -132045.531250 Penalty: 721.550476
	Iteration 16Q: 3 clusters Score -132045.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -132051.187500 Penalty: 721.550476
	Iteration 17Q: 3 clusters Score -132051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -132054.484375 Penalty: 721.550476
	Iteration 18Q: 3 clusters Score -132054.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -132059.781250 Penalty: 721.550476
	Iteration 19Q: 3 clusters Score -132059.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -132061.796875 Penalty: 721.550476
	Iteration 20F: 3 clusters Score -132061.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -132062.125000 Penalty: 721.550476
	Iteration 21Q: 3 clusters Score -132062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -132062.765625 Penalty: 721.550476
	Iteration 22Q: 3 clusters Score -132062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -132062.937500 Penalty: 721.550476
	Iteration 23Q: 3 clusters Score -132062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -132063.218750 Penalty: 721.550476
	Iteration 24Q: 3 clusters Score -132063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -132063.671875 Penalty: 721.550476
	Iteration 25Q: 3 clusters Score -132063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -132063.703125 Penalty: 721.550476
	Iteration 26Q: 3 clusters Score -132063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -132063.703125 Penalty: 721.550476
	Iteration 27F: 3 clusters Score -132063.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -53429.175781 Penalty: 322.141205
	Iteration 0F: 2 clusters Score -53429.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -52525.636719 Penalty: 644.282410
	Iteration 0F: 3 clusters Score -52525.64 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53216.464844 Penalty: 644.282410
	Iteration 1F: 3 clusters Score -53216.46 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -53704.414062 Penalty: 644.282410
	Iteration 2F: 3 clusters Score -53704.41 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -53963.410156 Penalty: 644.282410
	Iteration 3F: 3 clusters Score -53963.41 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -54156.789062 Penalty: 644.282410
	Iteration 4F: 3 clusters Score -54156.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -54229.269531 Penalty: 644.282410
	Iteration 5Q: 3 clusters Score -54229.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -54259.984375 Penalty: 644.282410
	Iteration 6Q: 3 clusters Score -54259.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -54289.472656 Penalty: 644.282410
	Iteration 7Q: 3 clusters Score -54289.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -54309.625000 Penalty: 644.282410
	Iteration 8Q: 3 clusters Score -54309.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -54324.105469 Penalty: 644.282410
	Iteration 9Q: 3 clusters Score -54324.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -54334.468750 Penalty: 644.282410
	Iteration 10Q: 3 clusters Score -54334.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -54337.128906 Penalty: 644.282410
	Iteration 11Q: 3 clusters Score -54337.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -54340.945312 Penalty: 644.282410
	Iteration 12Q: 3 clusters Score -54340.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -54345.960938 Penalty: 644.282410
	Iteration 13Q: 3 clusters Score -54345.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -54351.960938 Penalty: 644.282410
	Iteration 14Q: 3 clusters Score -54351.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -54356.105469 Penalty: 644.282410
	Iteration 15Q: 3 clusters Score -54356.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -54438.757812 Penalty: 644.282410
	Iteration 16Q: 3 clusters Score -54438.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -54605.558594 Penalty: 644.282410
	Iteration 17Q: 3 clusters Score -54605.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -54635.886719 Penalty: 644.282410
	Iteration 18Q: 3 clusters Score -54635.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -54650.003906 Penalty: 644.282410
	Iteration 19Q: 3 clusters Score -54650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -54662.542969 Penalty: 644.282410
	Iteration 20F: 3 clusters Score -54662.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -54665.011719 Penalty: 644.282410
	Iteration 21Q: 3 clusters Score -54665.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -54665.734375 Penalty: 644.282410
	Iteration 22Q: 3 clusters Score -54665.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -54665.734375 Penalty: 644.282410
	Iteration 23F: 3 clusters Score -54665.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 218484 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 3443 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 9102 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 735 members 
Mstep: Class 43 contains 73156 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 1237 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Mstep: Class 49 contains 58173 members 
Mstep: Class 50 contains 903 members 
Entering Unmasked Estep 
Score: -90666744.000000 Penalty: 32967.777344
Splitting cluster 15 changes total score from -90659648.000000 to -90666744.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 16 (9043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Entering Unmasked Estep 
Score: -444402.968750 Penalty: 414.493439
	Iteration 0F: 2 clusters Score -444403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -438394.187500 Penalty: 828.986877
	Iteration 0F: 3 clusters Score -438394.2 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -440704.156250 Penalty: 828.986877
	Iteration 1F: 3 clusters Score -440704.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -440932.781250 Penalty: 828.986877
	Iteration 2F: 3 clusters Score -440932.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -441275.687500 Penalty: 828.986877
	Iteration 3F: 3 clusters Score -441275.7 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -441748.812500 Penalty: 828.986877
	Iteration 4F: 3 clusters Score -441748.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -442388.062500 Penalty: 828.986877
	Iteration 5F: 3 clusters Score -442388.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -443068.468750 Penalty: 828.986877
	Iteration 6F: 3 clusters Score -443068.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -443558.812500 Penalty: 828.986877
	Iteration 7F: 3 clusters Score -443558.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -443827.062500 Penalty: 828.986877
	Iteration 8Q: 3 clusters Score -443827.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -443933.812500 Penalty: 828.986877
	Iteration 9Q: 3 clusters Score -443933.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -443998.343750 Penalty: 828.986877
	Iteration 10Q: 3 clusters Score -443998.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -444037.687500 Penalty: 828.986877
	Iteration 11Q: 3 clusters Score -444037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -444052.031250 Penalty: 828.986877
	Iteration 12Q: 3 clusters Score -444052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -444059.906250 Penalty: 828.986877
	Iteration 13Q: 3 clusters Score -444059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -444063.125000 Penalty: 828.986877
	Iteration 14Q: 3 clusters Score -444063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -444070.093750 Penalty: 828.986877
	Iteration 15Q: 3 clusters Score -444070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -444074.625000 Penalty: 828.986877
	Iteration 16Q: 3 clusters Score -444074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -444076.843750 Penalty: 828.986877
	Iteration 17Q: 3 clusters Score -444076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -444077.093750 Penalty: 828.986877
	Iteration 18Q: 3 clusters Score -444077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -444077.093750 Penalty: 828.986877
	Iteration 19F: 3 clusters Score -444077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -76786.906250 Penalty: 343.602905
	Iteration 0F: 2 clusters Score -76786.91 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 988 members 
Entering Unmasked Estep 
Score: -75407.945312 Penalty: 687.205811
	Iteration 0F: 3 clusters Score -75407.95 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -75910.281250 Penalty: 687.205811
	Iteration 1F: 3 clusters Score -75910.28 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -76042.812500 Penalty: 687.205811
	Iteration 2F: 3 clusters Score -76042.81 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -76202.078125 Penalty: 687.205811
	Iteration 3F: 3 clusters Score -76202.08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -76344.421875 Penalty: 687.205811
	Iteration 4F: 3 clusters Score -76344.42 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -76446.898438 Penalty: 687.205811
	Iteration 5Q: 3 clusters Score -76446.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -76546.226562 Penalty: 687.205811
	Iteration 6Q: 3 clusters Score -76546.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -76593.812500 Penalty: 687.205811
	Iteration 7Q: 3 clusters Score -76593.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -76608.726562 Penalty: 687.205811
	Iteration 8Q: 3 clusters Score -76608.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -76613.132812 Penalty: 687.205811
	Iteration 9Q: 3 clusters Score -76613.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -76616.007812 Penalty: 687.205811
	Iteration 10Q: 3 clusters Score -76616.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -76618.281250 Penalty: 687.205811
	Iteration 11Q: 3 clusters Score -76618.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -76619.523438 Penalty: 687.205811
	Iteration 12Q: 3 clusters Score -76619.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -76619.867188 Penalty: 687.205811
	Iteration 13Q: 3 clusters Score -76619.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -76620.054688 Penalty: 687.205811
	Iteration 14Q: 3 clusters Score -76620.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -76620.367188 Penalty: 687.205811
	Iteration 15Q: 3 clusters Score -76620.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -76620.367188 Penalty: 687.205811
	Iteration 16F: 3 clusters Score -76620.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -8486.149414 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -8486.149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8135.832031 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -8135.832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8262.905273 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -8262.905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8294.698242 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -8294.698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8349.431641 Penalty: 515.329407
	Iteration 3F: 3 clusters Score -8349.432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8372.167969 Penalty: 515.329407
	Iteration 4F: 3 clusters Score -8372.168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8381.117188 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -8381.117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8387.153320 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -8387.153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8390.158203 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -8390.158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8395.839844 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -8395.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8401.165039 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -8401.165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8405.349609 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -8405.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8406.484375 Penalty: 515.329407
	Iteration 11Q: 3 clusters Score -8406.484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8408.296875 Penalty: 515.329407
	Iteration 12Q: 3 clusters Score -8408.297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8411.156250 Penalty: 515.329407
	Iteration 13Q: 3 clusters Score -8411.156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8411.156250 Penalty: 515.329407
	Iteration 14F: 3 clusters Score -8411.156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (127868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127868 members 
Entering Unmasked Estep 
Score: -6075648.000000 Penalty: 535.023315
	Iteration 0F: 2 clusters Score -6075648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -5989386.500000 Penalty: 1070.046631
	Iteration 0F: 3 clusters Score -5989386 nChanged 62482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -6030102.500000 Penalty: 1070.046631
	Iteration 1F: 3 clusters Score -6030102 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -6035999.000000 Penalty: 1070.046631
	Iteration 2F: 3 clusters Score -6035999 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -6045341.500000 Penalty: 1070.046631
	Iteration 3F: 3 clusters Score -6045342 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -6056395.000000 Penalty: 1070.046631
	Iteration 4F: 3 clusters Score -6056395 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -6064550.500000 Penalty: 1070.046631
	Iteration 5F: 3 clusters Score -6064550 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 98218 members 
Entering Unmasked Estep 
Score: -6068247.500000 Penalty: 1070.046631
	Iteration 6Q: 3 clusters Score -6068248 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -6070297.000000 Penalty: 1070.046631
	Iteration 7Q: 3 clusters Score -6070297 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
Score: -6071749.500000 Penalty: 1070.046631
	Iteration 8Q: 3 clusters Score -6071750 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -6072701.500000 Penalty: 1070.046631
	Iteration 9Q: 3 clusters Score -6072702 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -6073280.500000 Penalty: 1070.046631
	Iteration 10Q: 3 clusters Score -6073280 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 101901 members 
Entering Unmasked Estep 
Score: -6073573.000000 Penalty: 1070.046631
	Iteration 11Q: 3 clusters Score -6073573 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 102048 members 
Entering Unmasked Estep 
Score: -6073731.500000 Penalty: 1070.046631
	Iteration 12Q: 3 clusters Score -6073732 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -6073842.500000 Penalty: 1070.046631
	Iteration 13Q: 3 clusters Score -6073842 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -6073901.000000 Penalty: 1070.046631
	Iteration 14Q: 3 clusters Score -6073901 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -6073945.000000 Penalty: 1070.046631
	Iteration 15Q: 3 clusters Score -6073945 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 102383 members 
Entering Unmasked Estep 
Score: -6073949.500000 Penalty: 1070.046631
	Iteration 16Q: 3 clusters Score -6073950 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -6073982.500000 Penalty: 1070.046631
	Iteration 17Q: 3 clusters Score -6073982 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -6073983.000000 Penalty: 1070.046631
	Iteration 18Q: 3 clusters Score -6073983 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -6073987.500000 Penalty: 1070.046631
	Iteration 19Q: 3 clusters Score -6073988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 102584 members 
Entering Unmasked Estep 
Score: -6073983.000000 Penalty: 1070.046631
	Iteration 20F: 3 clusters Score -6073983 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -6073972.500000 Penalty: 1070.046631
	Iteration 21Q: 3 clusters Score -6073972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -6073972.500000 Penalty: 1070.046631
	Iteration 22Q: 3 clusters Score -6073972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -6073981.000000 Penalty: 1070.046631
	Iteration 23Q: 3 clusters Score -6073981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 102648 members 
Entering Unmasked Estep 
Score: -6073987.000000 Penalty: 1070.046631
	Iteration 24Q: 3 clusters Score -6073987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 102655 members 
Entering Unmasked Estep 
Score: -6073991.500000 Penalty: 1070.046631
	Iteration 25Q: 3 clusters Score -6073992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
Score: -6073987.500000 Penalty: 1070.046631
	Iteration 26Q: 3 clusters Score -6073988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 102673 members 
Entering Unmasked Estep 
Score: -6073992.000000 Penalty: 1070.046631
	Iteration 27Q: 3 clusters Score -6073992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -6073978.500000 Penalty: 1070.046631
	Iteration 28Q: 3 clusters Score -6073978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 102713 members 
Entering Unmasked Estep 
Score: -6073967.500000 Penalty: 1070.046631
	Iteration 29Q: 3 clusters Score -6073968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -6073968.000000 Penalty: 1070.046631
	Iteration 30Q: 3 clusters Score -6073968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -6073967.500000 Penalty: 1070.046631
	Iteration 31Q: 3 clusters Score -6073968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 102760 members 
Entering Unmasked Estep 
Score: -6073962.000000 Penalty: 1070.046631
	Iteration 32Q: 3 clusters Score -6073962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 102772 members 
Entering Unmasked Estep 
Score: -6073960.500000 Penalty: 1070.046631
	Iteration 33Q: 3 clusters Score -6073960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 102783 members 
Entering Unmasked Estep 
Score: -6073963.500000 Penalty: 1070.046631
	Iteration 34Q: 3 clusters Score -6073964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 102795 members 
Entering Unmasked Estep 
Score: -6073957.000000 Penalty: 1070.046631
	Iteration 35Q: 3 clusters Score -6073957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 102809 members 
Entering Unmasked Estep 
Score: -6073963.500000 Penalty: 1070.046631
	Iteration 36Q: 3 clusters Score -6073964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -6073957.500000 Penalty: 1070.046631
	Iteration 37Q: 3 clusters Score -6073958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
Score: -6073956.500000 Penalty: 1070.046631
	Iteration 38Q: 3 clusters Score -6073956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 102855 members 
Entering Unmasked Estep 
Score: -6073955.500000 Penalty: 1070.046631
	Iteration 39Q: 3 clusters Score -6073956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -6073964.500000 Penalty: 1070.046631
	Iteration 40F: 3 clusters Score -6073964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 102874 members 
Entering Unmasked Estep 
Score: -6073967.500000 Penalty: 1070.046631
	Iteration 41Q: 3 clusters Score -6073968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 102882 members 
Entering Unmasked Estep 
Score: -6073962.000000 Penalty: 1070.046631
	Iteration 42Q: 3 clusters Score -6073962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 102888 members 
Entering Unmasked Estep 
Score: -6073958.000000 Penalty: 1070.046631
	Iteration 43Q: 3 clusters Score -6073958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -6073953.500000 Penalty: 1070.046631
	Iteration 44Q: 3 clusters Score -6073954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
Score: -6073953.500000 Penalty: 1070.046631
	Iteration 45Q: 3 clusters Score -6073954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 102904 members 
Entering Unmasked Estep 
Score: -6073951.500000 Penalty: 1070.046631
	Iteration 46Q: 3 clusters Score -6073952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 102913 members 
Entering Unmasked Estep 
Score: -6073951.500000 Penalty: 1070.046631
	Iteration 47Q: 3 clusters Score -6073952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 102918 members 
Entering Unmasked Estep 
Score: -6073951.000000 Penalty: 1070.046631
	Iteration 48Q: 3 clusters Score -6073951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -6073958.000000 Penalty: 1070.046631
	Iteration 49Q: 3 clusters Score -6073958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -6073961.000000 Penalty: 1070.046631
	Iteration 50Q: 3 clusters Score -6073961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -6073958.500000 Penalty: 1070.046631
	Iteration 51Q: 3 clusters Score -6073958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -6073964.500000 Penalty: 1070.046631
	Iteration 52Q: 3 clusters Score -6073964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -6073961.500000 Penalty: 1070.046631
	Iteration 53Q: 3 clusters Score -6073962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -6073962.500000 Penalty: 1070.046631
	Iteration 54Q: 3 clusters Score -6073962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -6073962.500000 Penalty: 1070.046631
	Iteration 55Q: 3 clusters Score -6073962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 102944 members 
Entering Unmasked Estep 
Score: -6073966.500000 Penalty: 1070.046631
	Iteration 56Q: 3 clusters Score -6073966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -6073963.500000 Penalty: 1070.046631
	Iteration 57Q: 3 clusters Score -6073964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -6073959.500000 Penalty: 1070.046631
	Iteration 58Q: 3 clusters Score -6073960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -6073959.500000 Penalty: 1070.046631
	Iteration 59F: 3 clusters Score -6073960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (127307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127307 members 
Entering Unmasked Estep 
Score: -6160446.000000 Penalty: 534.823242
	Iteration 0F: 2 clusters Score -6160446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -6074814.500000 Penalty: 1069.646484
	Iteration 0F: 3 clusters Score -6074814 nChanged 62297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6112173 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -6113816.500000 Penalty: 1069.646484
	Iteration 2Q: 3 clusters Score -6113816 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6116582 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -6121252.500000 Penalty: 1069.646484
	Iteration 4F: 3 clusters Score -6121252 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -6128613.000000 Penalty: 1069.646484
	Iteration 5F: 3 clusters Score -6128613 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -6137283.500000 Penalty: 1069.646484
	Iteration 6F: 3 clusters Score -6137284 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -6142540.000000 Penalty: 1069.646484
	Iteration 7F: 3 clusters Score -6142540 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -6144584.000000 Penalty: 1069.646484
	Iteration 8Q: 3 clusters Score -6144584 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -6145460.500000 Penalty: 1069.646484
	Iteration 9Q: 3 clusters Score -6145460 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -6146084.000000 Penalty: 1069.646484
	Iteration 10Q: 3 clusters Score -6146084 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -6146524.000000 Penalty: 1069.646484
	Iteration 11Q: 3 clusters Score -6146524 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -6146924.500000 Penalty: 1069.646484
	Iteration 12Q: 3 clusters Score -6146924 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -6147258.500000 Penalty: 1069.646484
	Iteration 13Q: 3 clusters Score -6147258 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -6147595.000000 Penalty: 1069.646484
	Iteration 14Q: 3 clusters Score -6147595 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -6147907.000000 Penalty: 1069.646484
	Iteration 15Q: 3 clusters Score -6147907 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -6148136.500000 Penalty: 1069.646484
	Iteration 16Q: 3 clusters Score -6148136 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -6148335.500000 Penalty: 1069.646484
	Iteration 17Q: 3 clusters Score -6148336 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -6148486.000000 Penalty: 1069.646484
	Iteration 18Q: 3 clusters Score -6148486 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -6148723.000000 Penalty: 1069.646484
	Iteration 19Q: 3 clusters Score -6148723 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -6148942.500000 Penalty: 1069.646484
	Iteration 20F: 3 clusters Score -6148942 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -6149154.500000 Penalty: 1069.646484
	Iteration 21Q: 3 clusters Score -6149154 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -6149384.000000 Penalty: 1069.646484
	Iteration 22Q: 3 clusters Score -6149384 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -6149540.000000 Penalty: 1069.646484
	Iteration 23Q: 3 clusters Score -6149540 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -6149696.000000 Penalty: 1069.646484
	Iteration 24Q: 3 clusters Score -6149696 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -6149821.500000 Penalty: 1069.646484
	Iteration 25Q: 3 clusters Score -6149822 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -6149937.500000 Penalty: 1069.646484
	Iteration 26Q: 3 clusters Score -6149938 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -6150092.000000 Penalty: 1069.646484
	Iteration 27Q: 3 clusters Score -6150092 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -6150194.000000 Penalty: 1069.646484
	Iteration 28Q: 3 clusters Score -6150194 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -6150290.500000 Penalty: 1069.646484
	Iteration 29Q: 3 clusters Score -6150290 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -6150399.500000 Penalty: 1069.646484
	Iteration 30Q: 3 clusters Score -6150400 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -6150482.000000 Penalty: 1069.646484
	Iteration 31Q: 3 clusters Score -6150482 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -6150577.500000 Penalty: 1069.646484
	Iteration 32Q: 3 clusters Score -6150578 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -6150672.500000 Penalty: 1069.646484
	Iteration 33Q: 3 clusters Score -6150672 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -6150770.500000 Penalty: 1069.646484
	Iteration 34Q: 3 clusters Score -6150770 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -6150882.000000 Penalty: 1069.646484
	Iteration 35Q: 3 clusters Score -6150882 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -6150987.000000 Penalty: 1069.646484
	Iteration 36Q: 3 clusters Score -6150987 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -6151124.500000 Penalty: 1069.646484
	Iteration 37Q: 3 clusters Score -6151124 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -6151264.000000 Penalty: 1069.646484
	Iteration 38Q: 3 clusters Score -6151264 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -6151389.500000 Penalty: 1069.646484
	Iteration 39Q: 3 clusters Score -6151390 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -6151592.000000 Penalty: 1069.646484
	Iteration 40F: 3 clusters Score -6151592 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94492 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -6151805.500000 Penalty: 1069.646484
	Iteration 41Q: 3 clusters Score -6151806 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -6152064.000000 Penalty: 1069.646484
	Iteration 42Q: 3 clusters Score -6152064 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -6152209.000000 Penalty: 1069.646484
	Iteration 43Q: 3 clusters Score -6152209 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -6152452.500000 Penalty: 1069.646484
	Iteration 44Q: 3 clusters Score -6152452 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97888 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -6152684.000000 Penalty: 1069.646484
	Iteration 45Q: 3 clusters Score -6152684 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -6152905.000000 Penalty: 1069.646484
	Iteration 46Q: 3 clusters Score -6152905 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -6153219.000000 Penalty: 1069.646484
	Iteration 47Q: 3 clusters Score -6153219 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100482 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -6153508.000000 Penalty: 1069.646484
	Iteration 48Q: 3 clusters Score -6153508 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101370 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -6153784.500000 Penalty: 1069.646484
	Iteration 49Q: 3 clusters Score -6153784 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102257 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -6154108.500000 Penalty: 1069.646484
	Iteration 50Q: 3 clusters Score -6154108 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -6154471.000000 Penalty: 1069.646484
	Iteration 51Q: 3 clusters Score -6154471 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104040 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -6154756.500000 Penalty: 1069.646484
	Iteration 52Q: 3 clusters Score -6154756 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104877 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -6155036.500000 Penalty: 1069.646484
	Iteration 53Q: 3 clusters Score -6155036 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -6155329.500000 Penalty: 1069.646484
	Iteration 54Q: 3 clusters Score -6155330 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -6155578.000000 Penalty: 1069.646484
	Iteration 55Q: 3 clusters Score -6155578 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107298 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -6155817.500000 Penalty: 1069.646484
	Iteration 56Q: 3 clusters Score -6155818 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108049 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -6156002.000000 Penalty: 1069.646484
	Iteration 57Q: 3 clusters Score -6156002 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -6156224.000000 Penalty: 1069.646484
	Iteration 58Q: 3 clusters Score -6156224 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109487 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -6156403.000000 Penalty: 1069.646484
	Iteration 59Q: 3 clusters Score -6156403 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -6156584.000000 Penalty: 1069.646484
	Iteration 60F: 3 clusters Score -6156584 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110763 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -6156770.000000 Penalty: 1069.646484
	Iteration 61Q: 3 clusters Score -6156770 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -6156977.500000 Penalty: 1069.646484
	Iteration 62Q: 3 clusters Score -6156978 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111980 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -6157170.500000 Penalty: 1069.646484
	Iteration 63Q: 3 clusters Score -6157170 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112549 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -6157352.500000 Penalty: 1069.646484
	Iteration 64Q: 3 clusters Score -6157352 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113108 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -6157531.500000 Penalty: 1069.646484
	Iteration 65Q: 3 clusters Score -6157532 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113671 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -6157686.000000 Penalty: 1069.646484
	Iteration 66Q: 3 clusters Score -6157686 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114237 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -6157894.000000 Penalty: 1069.646484
	Iteration 67Q: 3 clusters Score -6157894 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114764 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -6158029.000000 Penalty: 1069.646484
	Iteration 68Q: 3 clusters Score -6158029 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115261 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -6158158.000000 Penalty: 1069.646484
	Iteration 69Q: 3 clusters Score -6158158 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115716 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -6158272.000000 Penalty: 1069.646484
	Iteration 70Q: 3 clusters Score -6158272 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116160 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -6158389.500000 Penalty: 1069.646484
	Iteration 71Q: 3 clusters Score -6158390 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116592 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -6158515.500000 Penalty: 1069.646484
	Iteration 72Q: 3 clusters Score -6158516 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117025 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -6158637.000000 Penalty: 1069.646484
	Iteration 73Q: 3 clusters Score -6158637 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117465 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -6158742.500000 Penalty: 1069.646484
	Iteration 74Q: 3 clusters Score -6158742 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117907 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -6158904.500000 Penalty: 1069.646484
	Iteration 75Q: 3 clusters Score -6158904 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118331 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -6159056.000000 Penalty: 1069.646484
	Iteration 76Q: 3 clusters Score -6159056 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -6159141.500000 Penalty: 1069.646484
	Iteration 77Q: 3 clusters Score -6159142 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119080 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -6159267.000000 Penalty: 1069.646484
	Iteration 78Q: 3 clusters Score -6159267 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119429 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -6159354.000000 Penalty: 1069.646484
	Iteration 79Q: 3 clusters Score -6159354 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119778 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -6159460.500000 Penalty: 1069.646484
	Iteration 80F: 3 clusters Score -6159460 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120128 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -6159554.000000 Penalty: 1069.646484
	Iteration 81Q: 3 clusters Score -6159554 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120420 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -6159629.000000 Penalty: 1069.646484
	Iteration 82Q: 3 clusters Score -6159629 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120691 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -6159730.500000 Penalty: 1069.646484
	Iteration 83Q: 3 clusters Score -6159730 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -6159777.000000 Penalty: 1069.646484
	Iteration 84Q: 3 clusters Score -6159777 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121155 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -6159827.000000 Penalty: 1069.646484
	Iteration 85Q: 3 clusters Score -6159827 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121363 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -6159877.000000 Penalty: 1069.646484
	Iteration 86Q: 3 clusters Score -6159877 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121560 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -6159900.500000 Penalty: 1069.646484
	Iteration 87Q: 3 clusters Score -6159900 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121717 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -6159936.000000 Penalty: 1069.646484
	Iteration 88Q: 3 clusters Score -6159936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121846 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -6159967.000000 Penalty: 1069.646484
	Iteration 89Q: 3 clusters Score -6159967 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121964 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -6159991.500000 Penalty: 1069.646484
	Iteration 90Q: 3 clusters Score -6159992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122081 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -6160024.000000 Penalty: 1069.646484
	Iteration 91Q: 3 clusters Score -6160024 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122196 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6160048.500000 Penalty: 1069.646484
	Iteration 92Q: 3 clusters Score -6160048 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122317 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -6160063.500000 Penalty: 1069.646484
	Iteration 93Q: 3 clusters Score -6160064 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122431 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -6160093.000000 Penalty: 1069.646484
	Iteration 94Q: 3 clusters Score -6160093 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122547 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -6160117.000000 Penalty: 1069.646484
	Iteration 95Q: 3 clusters Score -6160117 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122648 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -6160126.500000 Penalty: 1069.646484
	Iteration 96Q: 3 clusters Score -6160126 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122754 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -6160153.000000 Penalty: 1069.646484
	Iteration 97Q: 3 clusters Score -6160153 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122854 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -6160154.000000 Penalty: 1069.646484
	Iteration 98Q: 3 clusters Score -6160154 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -6160162.500000 Penalty: 1069.646484
	Iteration 99Q: 3 clusters Score -6160162 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123076 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -6160188.000000 Penalty: 1069.646484
	Iteration 100F: 3 clusters Score -6160188 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123188 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -6160196.000000 Penalty: 1069.646484
	Iteration 101Q: 3 clusters Score -6160196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123306 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -6160223.000000 Penalty: 1069.646484
	Iteration 102Q: 3 clusters Score -6160223 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123418 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6160254.000000 Penalty: 1069.646484
	Iteration 103Q: 3 clusters Score -6160254 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123543 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -6160284.500000 Penalty: 1069.646484
	Iteration 104Q: 3 clusters Score -6160284 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123671 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -6160275.500000 Penalty: 1069.646484
	Iteration 105Q: 3 clusters Score -6160276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123766 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -6160286.500000 Penalty: 1069.646484
	Iteration 106Q: 3 clusters Score -6160286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123848 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -6160293.000000 Penalty: 1069.646484
	Iteration 107Q: 3 clusters Score -6160293 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123927 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -6160307.500000 Penalty: 1069.646484
	Iteration 108Q: 3 clusters Score -6160308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124001 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -6160325.500000 Penalty: 1069.646484
	Iteration 109Q: 3 clusters Score -6160326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124079 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6160340.000000 Penalty: 1069.646484
	Iteration 110Q: 3 clusters Score -6160340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124148 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6160355.000000 Penalty: 1069.646484
	Iteration 111Q: 3 clusters Score -6160355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124204 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -6160352.500000 Penalty: 1069.646484
	Iteration 112Q: 3 clusters Score -6160352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -6160349.000000 Penalty: 1069.646484
	Iteration 113Q: 3 clusters Score -6160349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124301 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -6160341.500000 Penalty: 1069.646484
	Iteration 114Q: 3 clusters Score -6160342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124345 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6160357.500000 Penalty: 1069.646484
	Iteration 115Q: 3 clusters Score -6160358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124393 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -6160369.500000 Penalty: 1069.646484
	Iteration 116Q: 3 clusters Score -6160370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124445 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -6160373.500000 Penalty: 1069.646484
	Iteration 117Q: 3 clusters Score -6160374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124493 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6160390.500000 Penalty: 1069.646484
	Iteration 118Q: 3 clusters Score -6160390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6160385.500000 Penalty: 1069.646484
	Iteration 119Q: 3 clusters Score -6160386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124594 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6160376.500000 Penalty: 1069.646484
	Iteration 120F: 3 clusters Score -6160376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124636 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6160383.000000 Penalty: 1069.646484
	Iteration 121Q: 3 clusters Score -6160383 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124675 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6160371.500000 Penalty: 1069.646484
	Iteration 122Q: 3 clusters Score -6160372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124711 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -6160385.500000 Penalty: 1069.646484
	Iteration 123Q: 3 clusters Score -6160386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124732 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6160390.000000 Penalty: 1069.646484
	Iteration 124Q: 3 clusters Score -6160390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124744 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6160395.500000 Penalty: 1069.646484
	Iteration 125Q: 3 clusters Score -6160396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124753 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6160395.500000 Penalty: 1069.646484
	Iteration 126Q: 3 clusters Score -6160396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124763 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6160389.000000 Penalty: 1069.646484
	Iteration 127Q: 3 clusters Score -6160389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124771 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6160385.500000 Penalty: 1069.646484
	Iteration 128Q: 3 clusters Score -6160386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124781 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6160388.500000 Penalty: 1069.646484
	Iteration 129Q: 3 clusters Score -6160388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124790 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -6160389.500000 Penalty: 1069.646484
	Iteration 130Q: 3 clusters Score -6160390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124803 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -6160384.500000 Penalty: 1069.646484
	Iteration 131Q: 3 clusters Score -6160384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124822 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6160390.000000 Penalty: 1069.646484
	Iteration 132Q: 3 clusters Score -6160390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124841 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6160390.000000 Penalty: 1069.646484
	Iteration 133Q: 3 clusters Score -6160390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124853 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6160395.000000 Penalty: 1069.646484
	Iteration 134Q: 3 clusters Score -6160395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124865 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6160393.000000 Penalty: 1069.646484
	Iteration 135Q: 3 clusters Score -6160393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124875 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6160397.500000 Penalty: 1069.646484
	Iteration 136Q: 3 clusters Score -6160398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124888 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6160397.500000 Penalty: 1069.646484
	Iteration 137Q: 3 clusters Score -6160398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124901 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6160400.000000 Penalty: 1069.646484
	Iteration 138Q: 3 clusters Score -6160400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124914 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6160401.500000 Penalty: 1069.646484
	Iteration 139Q: 3 clusters Score -6160402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124923 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6160398.000000 Penalty: 1069.646484
	Iteration 140F: 3 clusters Score -6160398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124924 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6160400.500000 Penalty: 1069.646484
	Iteration 141Q: 3 clusters Score -6160400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124925 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6160401.000000 Penalty: 1069.646484
	Iteration 142Q: 3 clusters Score -6160401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124926 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6160399.000000 Penalty: 1069.646484
	Iteration 143Q: 3 clusters Score -6160399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124929 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6160401.000000 Penalty: 1069.646484
	Iteration 144Q: 3 clusters Score -6160401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124927 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6160402.500000 Penalty: 1069.646484
	Iteration 145Q: 3 clusters Score -6160402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124927 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6160402.500000 Penalty: 1069.646484
	Iteration 146F: 3 clusters Score -6160402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (218484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218484 members 
Entering Unmasked Estep 
Score: -10896938.000000 Penalty: 559.398315
	Iteration 0F: 2 clusters Score -1.089694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109411 members 
Mstep: Class 2 contains 109073 members 
Entering Unmasked Estep 
Score: -10776180.000000 Penalty: 1118.796631
	Iteration 0F: 3 clusters Score -1.077618e+07 nChanged 107375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116792 members 
Mstep: Class 2 contains 101692 members 
Entering Unmasked Estep 
Score: -10840919.000000 Penalty: 1118.796631
	Iteration 1F: 3 clusters Score -1.084092e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119857 members 
Mstep: Class 2 contains 98627 members 
Entering Unmasked Estep 
Score: -10842472.000000 Penalty: 1118.796631
	Iteration 2Q: 3 clusters Score -1.084247e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -10845070.000000 Penalty: 1118.796631
	Iteration 3Q: 3 clusters Score -1.084507e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126519 members 
Mstep: Class 2 contains 91965 members 
Entering Unmasked Estep 
Score: -10850404.000000 Penalty: 1118.796631
	Iteration 4F: 3 clusters Score -1.08504e+07 nChanged 15197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 90892 members 
Entering Unmasked Estep 
Score: -10860860.000000 Penalty: 1118.796631
	Iteration 5F: 3 clusters Score -1.086086e+07 nChanged 17776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124966 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -10875961.000000 Penalty: 1118.796631
	Iteration 6F: 3 clusters Score -1.087596e+07 nChanged 17091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119063 members 
Mstep: Class 2 contains 99421 members 
Entering Unmasked Estep 
Score: -10886744.000000 Penalty: 1118.796631
	Iteration 7F: 3 clusters Score -1.088674e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112116 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -10891732.000000 Penalty: 1118.796631
	Iteration 8F: 3 clusters Score -1.089173e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 113846 members 
Entering Unmasked Estep 
Score: -10895450.000000 Penalty: 1118.796631
	Iteration 9Q: 3 clusters Score -1.089545e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97092 members 
Mstep: Class 2 contains 121392 members 
Entering Unmasked Estep 
Score: -10898729.000000 Penalty: 1118.796631
	Iteration 10Q: 3 clusters Score -1.089873e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 128650 members 
Entering Unmasked Estep 
Score: -10901273.000000 Penalty: 1118.796631
	Iteration 11Q: 3 clusters Score -1.090127e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83273 members 
Mstep: Class 2 contains 135211 members 
Entering Unmasked Estep 
Score: -10902989.000000 Penalty: 1118.796631
	Iteration 12Q: 3 clusters Score -1.090299e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 140907 members 
Entering Unmasked Estep 
Score: -10904241.000000 Penalty: 1118.796631
	Iteration 13Q: 3 clusters Score -1.090424e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
Score: -10905367.000000 Penalty: 1118.796631
	Iteration 14Q: 3 clusters Score -1.090537e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 150461 members 
Entering Unmasked Estep 
Score: -10906303.000000 Penalty: 1118.796631
	Iteration 15Q: 3 clusters Score -1.09063e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 154903 members 
Entering Unmasked Estep 
Score: -10907057.000000 Penalty: 1118.796631
	Iteration 16Q: 3 clusters Score -1.090706e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -10907670.000000 Penalty: 1118.796631
	Iteration 17Q: 3 clusters Score -1.090767e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -10910094.000000 Penalty: 1118.796631
	Iteration 18Q: 3 clusters Score -1.091009e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 166616 members 
Entering Unmasked Estep 
Score: -10912204.000000 Penalty: 1118.796631
	Iteration 19Q: 3 clusters Score -1.09122e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 168971 members 
Entering Unmasked Estep 
Score: -10913647.000000 Penalty: 1118.796631
	Iteration 20F: 3 clusters Score -1.091365e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -10914819.000000 Penalty: 1118.796631
	Iteration 21Q: 3 clusters Score -1.091482e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 172697 members 
Entering Unmasked Estep 
Score: -10915593.000000 Penalty: 1118.796631
	Iteration 22Q: 3 clusters Score -1.091559e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 174131 members 
Entering Unmasked Estep 
Score: -10916118.000000 Penalty: 1118.796631
	Iteration 23Q: 3 clusters Score -1.091612e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 175381 members 
Entering Unmasked Estep 
Score: -10916576.000000 Penalty: 1118.796631
	Iteration 24Q: 3 clusters Score -1.091658e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 176489 members 
Entering Unmasked Estep 
Score: -10916888.000000 Penalty: 1118.796631
	Iteration 25Q: 3 clusters Score -1.091689e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 177350 members 
Entering Unmasked Estep 
Score: -10917117.000000 Penalty: 1118.796631
	Iteration 26Q: 3 clusters Score -1.091712e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 178145 members 
Entering Unmasked Estep 
Score: -10917317.000000 Penalty: 1118.796631
	Iteration 27Q: 3 clusters Score -1.091732e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 178820 members 
Entering Unmasked Estep 
Score: -10917405.000000 Penalty: 1118.796631
	Iteration 28Q: 3 clusters Score -1.09174e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 179344 members 
Entering Unmasked Estep 
Score: -10917456.000000 Penalty: 1118.796631
	Iteration 29Q: 3 clusters Score -1.091746e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 179819 members 
Entering Unmasked Estep 
Score: -10917480.000000 Penalty: 1118.796631
	Iteration 30Q: 3 clusters Score -1.091748e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 180218 members 
Entering Unmasked Estep 
Score: -10917473.000000 Penalty: 1118.796631
	Iteration 31Q: 3 clusters Score -1.091747e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 180551 members 
Entering Unmasked Estep 
Score: -10917445.000000 Penalty: 1118.796631
	Iteration 32Q: 3 clusters Score -1.091744e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 180822 members 
Entering Unmasked Estep 
Score: -10917431.000000 Penalty: 1118.796631
	Iteration 33Q: 3 clusters Score -1.091743e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 181062 members 
Entering Unmasked Estep 
Score: -10917454.000000 Penalty: 1118.796631
	Iteration 34Q: 3 clusters Score -1.091745e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 181300 members 
Entering Unmasked Estep 
Score: -10917454.000000 Penalty: 1118.796631
	Iteration 35Q: 3 clusters Score -1.091745e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 181492 members 
Entering Unmasked Estep 
Score: -10917453.000000 Penalty: 1118.796631
	Iteration 36Q: 3 clusters Score -1.091745e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 181656 members 
Entering Unmasked Estep 
Score: -10917449.000000 Penalty: 1118.796631
	Iteration 37Q: 3 clusters Score -1.091745e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 181794 members 
Entering Unmasked Estep 
Score: -10917426.000000 Penalty: 1118.796631
	Iteration 38Q: 3 clusters Score -1.091743e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 181912 members 
Entering Unmasked Estep 
Score: -10917400.000000 Penalty: 1118.796631
	Iteration 39Q: 3 clusters Score -1.09174e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 181997 members 
Entering Unmasked Estep 
Score: -10917363.000000 Penalty: 1118.796631
	Iteration 40F: 3 clusters Score -1.091736e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 182106 members 
Entering Unmasked Estep 
Score: -10917364.000000 Penalty: 1118.796631
	Iteration 41Q: 3 clusters Score -1.091736e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 182212 members 
Entering Unmasked Estep 
Score: -10917349.000000 Penalty: 1118.796631
	Iteration 42Q: 3 clusters Score -1.091735e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 182302 members 
Entering Unmasked Estep 
Score: -10917336.000000 Penalty: 1118.796631
	Iteration 43Q: 3 clusters Score -1.091734e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 182378 members 
Entering Unmasked Estep 
Score: -10917320.000000 Penalty: 1118.796631
	Iteration 44Q: 3 clusters Score -1.091732e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 182449 members 
Entering Unmasked Estep 
Score: -10917305.000000 Penalty: 1118.796631
	Iteration 45Q: 3 clusters Score -1.09173e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 182522 members 
Entering Unmasked Estep 
Score: -10917299.000000 Penalty: 1118.796631
	Iteration 46Q: 3 clusters Score -1.09173e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 182580 members 
Entering Unmasked Estep 
Score: -10917296.000000 Penalty: 1118.796631
	Iteration 47Q: 3 clusters Score -1.09173e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 182649 members 
Entering Unmasked Estep 
Score: -10917280.000000 Penalty: 1118.796631
	Iteration 48Q: 3 clusters Score -1.091728e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 182699 members 
Entering Unmasked Estep 
Score: -10917262.000000 Penalty: 1118.796631
	Iteration 49Q: 3 clusters Score -1.091726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 182736 members 
Entering Unmasked Estep 
Score: -10917264.000000 Penalty: 1118.796631
	Iteration 50Q: 3 clusters Score -1.091726e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 182797 members 
Entering Unmasked Estep 
Score: -10917269.000000 Penalty: 1118.796631
	Iteration 51Q: 3 clusters Score -1.091727e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 182858 members 
Entering Unmasked Estep 
Score: -10917253.000000 Penalty: 1118.796631
	Iteration 52Q: 3 clusters Score -1.091725e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 182902 members 
Entering Unmasked Estep 
Score: -10917251.000000 Penalty: 1118.796631
	Iteration 53Q: 3 clusters Score -1.091725e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 182946 members 
Entering Unmasked Estep 
Score: -10917239.000000 Penalty: 1118.796631
	Iteration 54Q: 3 clusters Score -1.091724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 182988 members 
Entering Unmasked Estep 
Score: -10917252.000000 Penalty: 1118.796631
	Iteration 55Q: 3 clusters Score -1.091725e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 183019 members 
Entering Unmasked Estep 
Score: -10917245.000000 Penalty: 1118.796631
	Iteration 56Q: 3 clusters Score -1.091724e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 183062 members 
Entering Unmasked Estep 
Score: -10917246.000000 Penalty: 1118.796631
	Iteration 57Q: 3 clusters Score -1.091725e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 183125 members 
Entering Unmasked Estep 
Score: -10917239.000000 Penalty: 1118.796631
	Iteration 58Q: 3 clusters Score -1.091724e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 183165 members 
Entering Unmasked Estep 
Score: -10917228.000000 Penalty: 1118.796631
	Iteration 59Q: 3 clusters Score -1.091723e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 183195 members 
Entering Unmasked Estep 
Score: -10917226.000000 Penalty: 1118.796631
	Iteration 60F: 3 clusters Score -1.091723e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 183221 members 
Entering Unmasked Estep 
Score: -10917211.000000 Penalty: 1118.796631
	Iteration 61Q: 3 clusters Score -1.091721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 183237 members 
Entering Unmasked Estep 
Score: -10917203.000000 Penalty: 1118.796631
	Iteration 62Q: 3 clusters Score -1.09172e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 183280 members 
Entering Unmasked Estep 
Score: -10917192.000000 Penalty: 1118.796631
	Iteration 63Q: 3 clusters Score -1.091719e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 183318 members 
Entering Unmasked Estep 
Score: -10917185.000000 Penalty: 1118.796631
	Iteration 64Q: 3 clusters Score -1.091718e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 183350 members 
Entering Unmasked Estep 
Score: -10917180.000000 Penalty: 1118.796631
	Iteration 65Q: 3 clusters Score -1.091718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 183366 members 
Entering Unmasked Estep 
Score: -10917175.000000 Penalty: 1118.796631
	Iteration 66Q: 3 clusters Score -1.091718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 183385 members 
Entering Unmasked Estep 
Score: -10917179.000000 Penalty: 1118.796631
	Iteration 67Q: 3 clusters Score -1.091718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 183405 members 
Entering Unmasked Estep 
Score: -10917168.000000 Penalty: 1118.796631
	Iteration 68Q: 3 clusters Score -1.091717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 183432 members 
Entering Unmasked Estep 
Score: -10917169.000000 Penalty: 1118.796631
	Iteration 69Q: 3 clusters Score -1.091717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 183440 members 
Entering Unmasked Estep 
Score: -10917168.000000 Penalty: 1118.796631
	Iteration 70Q: 3 clusters Score -1.091717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 183448 members 
Entering Unmasked Estep 
Score: -10917158.000000 Penalty: 1118.796631
	Iteration 71Q: 3 clusters Score -1.091716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 183451 members 
Entering Unmasked Estep 
Score: -10917154.000000 Penalty: 1118.796631
	Iteration 72Q: 3 clusters Score -1.091715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 183455 members 
Entering Unmasked Estep 
Score: -10917156.000000 Penalty: 1118.796631
	Iteration 73Q: 3 clusters Score -1.091716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 183458 members 
Entering Unmasked Estep 
Score: -10917162.000000 Penalty: 1118.796631
	Iteration 74Q: 3 clusters Score -1.091716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 183469 members 
Entering Unmasked Estep 
Score: -10917160.000000 Penalty: 1118.796631
	Iteration 75Q: 3 clusters Score -1.091716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 183472 members 
Entering Unmasked Estep 
Score: -10917165.000000 Penalty: 1118.796631
	Iteration 76Q: 3 clusters Score -1.091716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 183474 members 
Entering Unmasked Estep 
Score: -10917173.000000 Penalty: 1118.796631
	Iteration 77Q: 3 clusters Score -1.091717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 183484 members 
Entering Unmasked Estep 
Score: -10917173.000000 Penalty: 1118.796631
	Iteration 78Q: 3 clusters Score -1.091717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 183493 members 
Entering Unmasked Estep 
Score: -10917175.000000 Penalty: 1118.796631
	Iteration 79Q: 3 clusters Score -1.091718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 183501 members 
Entering Unmasked Estep 
Score: -10917170.000000 Penalty: 1118.796631
	Iteration 80F: 3 clusters Score -1.091717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 183503 members 
Entering Unmasked Estep 
Score: -10917175.000000 Penalty: 1118.796631
	Iteration 81Q: 3 clusters Score -1.091718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 183506 members 
Entering Unmasked Estep 
Score: -10917174.000000 Penalty: 1118.796631
	Iteration 82Q: 3 clusters Score -1.091717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 183507 members 
Entering Unmasked Estep 
Score: -10917166.000000 Penalty: 1118.796631
	Iteration 83Q: 3 clusters Score -1.091717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 183503 members 
Entering Unmasked Estep 
Score: -10917169.000000 Penalty: 1118.796631
	Iteration 84Q: 3 clusters Score -1.091717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 183502 members 
Entering Unmasked Estep 
Score: -10917171.000000 Penalty: 1118.796631
	Iteration 85Q: 3 clusters Score -1.091717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 183504 members 
Entering Unmasked Estep 
Score: -10917170.000000 Penalty: 1118.796631
	Iteration 86Q: 3 clusters Score -1.091717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 183508 members 
Entering Unmasked Estep 
Score: -10917173.000000 Penalty: 1118.796631
	Iteration 87Q: 3 clusters Score -1.091717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 183517 members 
Entering Unmasked Estep 
Score: -10917174.000000 Penalty: 1118.796631
	Iteration 88Q: 3 clusters Score -1.091717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 183523 members 
Entering Unmasked Estep 
Score: -10917180.000000 Penalty: 1118.796631
	Iteration 89Q: 3 clusters Score -1.091718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 183521 members 
Entering Unmasked Estep 
Score: -10917177.000000 Penalty: 1118.796631
	Iteration 90Q: 3 clusters Score -1.091718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 183527 members 
Entering Unmasked Estep 
Score: -10917176.000000 Penalty: 1118.796631
	Iteration 91Q: 3 clusters Score -1.091718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 183528 members 
Entering Unmasked Estep 
Score: -10917174.000000 Penalty: 1118.796631
	Iteration 92Q: 3 clusters Score -1.091717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 183529 members 
Entering Unmasked Estep 
Score: -10917176.000000 Penalty: 1118.796631
	Iteration 93Q: 3 clusters Score -1.091718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 183530 members 
Entering Unmasked Estep 
Score: -10917176.000000 Penalty: 1118.796631
	Iteration 94Q: 3 clusters Score -1.091718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 183530 members 
Entering Unmasked Estep 
Score: -10917176.000000 Penalty: 1118.796631
	Iteration 95F: 3 clusters Score -1.091718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 34954 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 3443 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 9102 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 735 members 
Mstep: Class 43 contains 73156 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 1237 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Mstep: Class 49 contains 58173 members 
Mstep: Class 50 contains 903 members 
Mstep: Class 51 contains 183530 members 
Entering Unmasked Estep 
Score: -90683232.000000 Penalty: 33627.132812
Splitting cluster 21 changes total score from -90659648.000000 to -90683232.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 22 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -108570.656250 Penalty: 351.179962
	Iteration 0F: 2 clusters Score -108570.7 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 1124 members 
Entering Unmasked Estep 
Score: -106970.289062 Penalty: 702.359924
	Iteration 0F: 3 clusters Score -106970.3 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -107855.015625 Penalty: 702.359924
	Iteration 1F: 3 clusters Score -107855 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -108266.304688 Penalty: 702.359924
	Iteration 2F: 3 clusters Score -108266.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -108588.679688 Penalty: 702.359924
	Iteration 3F: 3 clusters Score -108588.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -108807.796875 Penalty: 702.359924
	Iteration 4F: 3 clusters Score -108807.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -109000.234375 Penalty: 702.359924
	Iteration 5F: 3 clusters Score -109000.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -109120.945312 Penalty: 702.359924
	Iteration 6F: 3 clusters Score -109120.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -109212.039062 Penalty: 702.359924
	Iteration 7Q: 3 clusters Score -109212 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -109264.031250 Penalty: 702.359924
	Iteration 8Q: 3 clusters Score -109264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -109296.757812 Penalty: 702.359924
	Iteration 9Q: 3 clusters Score -109296.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -109332.007812 Penalty: 702.359924
	Iteration 10Q: 3 clusters Score -109332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -109364.734375 Penalty: 702.359924
	Iteration 11Q: 3 clusters Score -109364.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -109415.093750 Penalty: 702.359924
	Iteration 12Q: 3 clusters Score -109415.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -109484.109375 Penalty: 702.359924
	Iteration 13Q: 3 clusters Score -109484.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -109575.187500 Penalty: 702.359924
	Iteration 14Q: 3 clusters Score -109575.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -109696.781250 Penalty: 702.359924
	Iteration 15Q: 3 clusters Score -109696.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -109778.640625 Penalty: 702.359924
	Iteration 16Q: 3 clusters Score -109778.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -109803.484375 Penalty: 702.359924
	Iteration 17Q: 3 clusters Score -109803.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -109815.343750 Penalty: 702.359924
	Iteration 18Q: 3 clusters Score -109815.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -109821.546875 Penalty: 702.359924
	Iteration 19Q: 3 clusters Score -109821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -109824.562500 Penalty: 702.359924
	Iteration 20F: 3 clusters Score -109824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -109825.609375 Penalty: 702.359924
	Iteration 21Q: 3 clusters Score -109825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -109826.039062 Penalty: 702.359924
	Iteration 22Q: 3 clusters Score -109826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -109826.039062 Penalty: 702.359924
	Iteration 23F: 3 clusters Score -109826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 34954 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 3443 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 9102 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 735 members 
Mstep: Class 43 contains 73156 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 1237 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Mstep: Class 49 contains 58173 members 
Mstep: Class 50 contains 903 members 
Mstep: Class 51 contains 183530 members 
Mstep: Class 52 contains 1839 members 
Entering Unmasked Estep 
Score: -90684288.000000 Penalty: 34286.488281
Splitting cluster 22 changes total score from -90659648.000000 to -90684288.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 23 (93983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Entering Unmasked Estep 
Score: -4518776.500000 Penalty: 521.014587
	Iteration 0F: 2 clusters Score -4518776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -4455298.000000 Penalty: 1042.029175
	Iteration 0F: 3 clusters Score -4455298 nChanged 46023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -4482775.000000 Penalty: 1042.029175
	Iteration 1F: 3 clusters Score -4482775 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -4484144.000000 Penalty: 1042.029175
	Iteration 2Q: 3 clusters Score -4484144 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -4486631.000000 Penalty: 1042.029175
	Iteration 3F: 3 clusters Score -4486631 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4490868.000000 Penalty: 1042.029175
	Iteration 4F: 3 clusters Score -4490868 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -4496616.500000 Penalty: 1042.029175
	Iteration 5F: 3 clusters Score -4496616 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4502608.500000 Penalty: 1042.029175
	Iteration 6F: 3 clusters Score -4502608 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4506419.500000 Penalty: 1042.029175
	Iteration 7F: 3 clusters Score -4506420 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4508471.500000 Penalty: 1042.029175
	Iteration 8Q: 3 clusters Score -4508472 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78774 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -4509943.500000 Penalty: 1042.029175
	Iteration 9Q: 3 clusters Score -4509944 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -4511246.000000 Penalty: 1042.029175
	Iteration 10Q: 3 clusters Score -4511246 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4512472.500000 Penalty: 1042.029175
	Iteration 11Q: 3 clusters Score -4512472 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -4513560.500000 Penalty: 1042.029175
	Iteration 12Q: 3 clusters Score -4513560 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85752 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4514578.000000 Penalty: 1042.029175
	Iteration 13Q: 3 clusters Score -4514578 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -4515427.500000 Penalty: 1042.029175
	Iteration 14Q: 3 clusters Score -4515428 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4516058.000000 Penalty: 1042.029175
	Iteration 15Q: 3 clusters Score -4516058 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4516532.000000 Penalty: 1042.029175
	Iteration 16Q: 3 clusters Score -4516532 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4516939.000000 Penalty: 1042.029175
	Iteration 17Q: 3 clusters Score -4516939 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4517231.000000 Penalty: 1042.029175
	Iteration 18Q: 3 clusters Score -4517231 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4517466.500000 Penalty: 1042.029175
	Iteration 19Q: 3 clusters Score -4517466 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4517676.500000 Penalty: 1042.029175
	Iteration 20F: 3 clusters Score -4517676 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4517821.500000 Penalty: 1042.029175
	Iteration 21Q: 3 clusters Score -4517822 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91464 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4517914.000000 Penalty: 1042.029175
	Iteration 22Q: 3 clusters Score -4517914 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91702 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4518016.000000 Penalty: 1042.029175
	Iteration 23Q: 3 clusters Score -4518016 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4518090.000000 Penalty: 1042.029175
	Iteration 24Q: 3 clusters Score -4518090 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4518142.500000 Penalty: 1042.029175
	Iteration 25Q: 3 clusters Score -4518142 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4518199.000000 Penalty: 1042.029175
	Iteration 26Q: 3 clusters Score -4518199 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4518248.500000 Penalty: 1042.029175
	Iteration 27Q: 3 clusters Score -4518248 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4518273.000000 Penalty: 1042.029175
	Iteration 28Q: 3 clusters Score -4518273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4518300.000000 Penalty: 1042.029175
	Iteration 29Q: 3 clusters Score -4518300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92586 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4518312.000000 Penalty: 1042.029175
	Iteration 30Q: 3 clusters Score -4518312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4518328.000000 Penalty: 1042.029175
	Iteration 31Q: 3 clusters Score -4518328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4518333.500000 Penalty: 1042.029175
	Iteration 32Q: 3 clusters Score -4518334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4518342.500000 Penalty: 1042.029175
	Iteration 33Q: 3 clusters Score -4518342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4518350.000000 Penalty: 1042.029175
	Iteration 34Q: 3 clusters Score -4518350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92789 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4518360.000000 Penalty: 1042.029175
	Iteration 35Q: 3 clusters Score -4518360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4518365.500000 Penalty: 1042.029175
	Iteration 36Q: 3 clusters Score -4518366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4518373.000000 Penalty: 1042.029175
	Iteration 37Q: 3 clusters Score -4518373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4518380.500000 Penalty: 1042.029175
	Iteration 38Q: 3 clusters Score -4518380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4518383.500000 Penalty: 1042.029175
	Iteration 39Q: 3 clusters Score -4518384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4518384.000000 Penalty: 1042.029175
	Iteration 40F: 3 clusters Score -4518384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92920 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4518391.000000 Penalty: 1042.029175
	Iteration 41Q: 3 clusters Score -4518391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4518389.500000 Penalty: 1042.029175
	Iteration 42Q: 3 clusters Score -4518390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4518387.000000 Penalty: 1042.029175
	Iteration 43Q: 3 clusters Score -4518387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4518389.000000 Penalty: 1042.029175
	Iteration 44Q: 3 clusters Score -4518389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4518391.000000 Penalty: 1042.029175
	Iteration 45Q: 3 clusters Score -4518391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4518393.000000 Penalty: 1042.029175
	Iteration 46Q: 3 clusters Score -4518393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4518394.000000 Penalty: 1042.029175
	Iteration 47Q: 3 clusters Score -4518394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92974 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4518397.000000 Penalty: 1042.029175
	Iteration 48Q: 3 clusters Score -4518397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4518397.500000 Penalty: 1042.029175
	Iteration 49Q: 3 clusters Score -4518398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4518399.000000 Penalty: 1042.029175
	Iteration 50Q: 3 clusters Score -4518399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92983 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4518398.500000 Penalty: 1042.029175
	Iteration 51Q: 3 clusters Score -4518398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4518399.000000 Penalty: 1042.029175
	Iteration 52Q: 3 clusters Score -4518399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4518399.000000 Penalty: 1042.029175
	Iteration 53Q: 3 clusters Score -4518399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4518397.000000 Penalty: 1042.029175
	Iteration 54Q: 3 clusters Score -4518397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4518397.000000 Penalty: 1042.029175
	Iteration 55F: 3 clusters Score -4518397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -57862.042969 Penalty: 325.606049
	Iteration 0F: 2 clusters Score -57862.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -56870.585938 Penalty: 651.212097
	Iteration 0F: 3 clusters Score -56870.59 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -57155.042969 Penalty: 651.212097
	Iteration 1F: 3 clusters Score -57155.04 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -57245.156250 Penalty: 651.212097
	Iteration 2F: 3 clusters Score -57245.16 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -57307.675781 Penalty: 651.212097
	Iteration 3F: 3 clusters Score -57307.68 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -57355.457031 Penalty: 651.212097
	Iteration 4F: 3 clusters Score -57355.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -57385.679688 Penalty: 651.212097
	Iteration 5Q: 3 clusters Score -57385.68 nChanged 49
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: -57418.632812 Penalty: 651.212097
	Iteration 6Q: 3 clusters Score -57418.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -57440.664062 Penalty: 651.212097
	Iteration 7Q: 3 clusters Score -57440.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57455.996094 Penalty: 651.212097
	Iteration 8Q: 3 clusters Score -57456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57463.121094 Penalty: 651.212097
	Iteration 9Q: 3 clusters Score -57463.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -57469.640625 Penalty: 651.212097
	Iteration 10Q: 3 clusters Score -57469.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57473.152344 Penalty: 651.212097
	Iteration 11Q: 3 clusters Score -57473.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57476.105469 Penalty: 651.212097
	Iteration 12Q: 3 clusters Score -57476.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57477.468750 Penalty: 651.212097
	Iteration 13Q: 3 clusters Score -57477.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57480.707031 Penalty: 651.212097
	Iteration 14Q: 3 clusters Score -57480.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57484.289062 Penalty: 651.212097
	Iteration 15Q: 3 clusters Score -57484.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57488.847656 Penalty: 651.212097
	Iteration 16Q: 3 clusters Score -57488.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57493.781250 Penalty: 651.212097
	Iteration 17Q: 3 clusters Score -57493.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57496.953125 Penalty: 651.212097
	Iteration 18Q: 3 clusters Score -57496.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57500.046875 Penalty: 651.212097
	Iteration 19Q: 3 clusters Score -57500.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57502.859375 Penalty: 651.212097
	Iteration 20F: 3 clusters Score -57502.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57506.890625 Penalty: 651.212097
	Iteration 21Q: 3 clusters Score -57506.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57508.035156 Penalty: 651.212097
	Iteration 22Q: 3 clusters Score -57508.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57508.292969 Penalty: 651.212097
	Iteration 23Q: 3 clusters Score -57508.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57509.207031 Penalty: 651.212097
	Iteration 24Q: 3 clusters Score -57509.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57509.953125 Penalty: 651.212097
	Iteration 25Q: 3 clusters Score -57509.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57510.996094 Penalty: 651.212097
	Iteration 26Q: 3 clusters Score -57511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57511.218750 Penalty: 651.212097
	Iteration 27Q: 3 clusters Score -57511.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57511.371094 Penalty: 651.212097
	Iteration 28Q: 3 clusters Score -57511.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57511.628906 Penalty: 651.212097
	Iteration 29Q: 3 clusters Score -57511.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57512.464844 Penalty: 651.212097
	Iteration 30Q: 3 clusters Score -57512.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57512.851562 Penalty: 651.212097
	Iteration 31Q: 3 clusters Score -57512.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57513.128906 Penalty: 651.212097
	Iteration 32Q: 3 clusters Score -57513.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57513.128906 Penalty: 651.212097
	Iteration 33F: 3 clusters Score -57513.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -4898.408203 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -4898.408 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 113 members 
Entering Unmasked Estep 
Score: -4647.762207 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -4647.762 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4763.948730 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -4763.949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4827.288574 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -4827.289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4841.536621 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -4841.537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4845.193848 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -4845.194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4846.371094 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -4846.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4850.384277 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -4850.384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4858.309082 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -4858.309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4858.928711 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -4858.929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4859.617676 Penalty: 489.989075
	Iteration 9Q: 3 clusters Score -4859.618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4859.617676 Penalty: 489.989075
	Iteration 10F: 3 clusters Score -4859.618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Entering Unmasked Estep 
Score: -162300.828125 Penalty: 370.556458
	Iteration 0F: 2 clusters Score -162300.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -160005.953125 Penalty: 741.112915
	Iteration 0F: 3 clusters Score -160006 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -161234.906250 Penalty: 741.112915
	Iteration 1F: 3 clusters Score -161234.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -161494.109375 Penalty: 741.112915
	Iteration 2F: 3 clusters Score -161494.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -161734.640625 Penalty: 741.112915
	Iteration 3F: 3 clusters Score -161734.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -162030.953125 Penalty: 741.112915
	Iteration 4F: 3 clusters Score -162031 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -162328.734375 Penalty: 741.112915
	Iteration 5F: 3 clusters Score -162328.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -162504.218750 Penalty: 741.112915
	Iteration 6F: 3 clusters Score -162504.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -162594.593750 Penalty: 741.112915
	Iteration 7Q: 3 clusters Score -162594.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -162643.671875 Penalty: 741.112915
	Iteration 8Q: 3 clusters Score -162643.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -162676.515625 Penalty: 741.112915
	Iteration 9Q: 3 clusters Score -162676.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -162717.328125 Penalty: 741.112915
	Iteration 10Q: 3 clusters Score -162717.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -162781.781250 Penalty: 741.112915
	Iteration 11Q: 3 clusters Score -162781.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -162845.390625 Penalty: 741.112915
	Iteration 12Q: 3 clusters Score -162845.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -162887.031250 Penalty: 741.112915
	Iteration 13Q: 3 clusters Score -162887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -162898.937500 Penalty: 741.112915
	Iteration 14Q: 3 clusters Score -162898.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -162905.921875 Penalty: 741.112915
	Iteration 15Q: 3 clusters Score -162905.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -162908.921875 Penalty: 741.112915
	Iteration 16Q: 3 clusters Score -162908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -162916.203125 Penalty: 741.112915
	Iteration 17Q: 3 clusters Score -162916.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -162925.343750 Penalty: 741.112915
	Iteration 18Q: 3 clusters Score -162925.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -162941.437500 Penalty: 741.112915
	Iteration 19Q: 3 clusters Score -162941.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -162972.937500 Penalty: 741.112915
	Iteration 20F: 3 clusters Score -162972.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -162983.734375 Penalty: 741.112915
	Iteration 21Q: 3 clusters Score -162983.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -162985.453125 Penalty: 741.112915
	Iteration 22Q: 3 clusters Score -162985.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -162986.031250 Penalty: 741.112915
	Iteration 23Q: 3 clusters Score -162986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -162986.828125 Penalty: 741.112915
	Iteration 24Q: 3 clusters Score -162986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -162987.046875 Penalty: 741.112915
	Iteration 25Q: 3 clusters Score -162987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -162987.421875 Penalty: 741.112915
	Iteration 26Q: 3 clusters Score -162987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -162987.984375 Penalty: 741.112915
	Iteration 27Q: 3 clusters Score -162988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -162987.937500 Penalty: 741.112915
	Iteration 28Q: 3 clusters Score -162987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -162987.937500 Penalty: 741.112915
	Iteration 29F: 3 clusters Score -162987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 34954 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 9102 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 735 members 
Mstep: Class 43 contains 73156 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 1237 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Mstep: Class 49 contains 58173 members 
Mstep: Class 50 contains 903 members 
Mstep: Class 51 contains 183530 members 
Mstep: Class 52 contains 1839 members 
Mstep: Class 53 contains 2511 members 
Entering Unmasked Estep 
Score: -90685136.000000 Penalty: 34945.843750
Splitting cluster 26 changes total score from -90659648.000000 to -90685136.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 27 (12521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Entering Unmasked Estep 
Score: -620035.687500 Penalty: 429.299896
	Iteration 0F: 2 clusters Score -620035.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -611707.375000 Penalty: 858.599792
	Iteration 0F: 3 clusters Score -611707.4 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -614858.437500 Penalty: 858.599792
	Iteration 1F: 3 clusters Score -614858.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -615062.187500 Penalty: 858.599792
	Iteration 2Q: 3 clusters Score -615062.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -615374.750000 Penalty: 858.599792
	Iteration 3F: 3 clusters Score -615374.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -615929.625000 Penalty: 858.599792
	Iteration 4F: 3 clusters Score -615929.6 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -616748.812500 Penalty: 858.599792
	Iteration 5F: 3 clusters Score -616748.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -617778.250000 Penalty: 858.599792
	Iteration 6F: 3 clusters Score -617778.2 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -618788.000000 Penalty: 858.599792
	Iteration 7F: 3 clusters Score -618788 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -619403.312500 Penalty: 858.599792
	Iteration 8F: 3 clusters Score -619403.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -619670.187500 Penalty: 858.599792
	Iteration 9Q: 3 clusters Score -619670.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -619788.062500 Penalty: 858.599792
	Iteration 10Q: 3 clusters Score -619788.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -619846.125000 Penalty: 858.599792
	Iteration 11Q: 3 clusters Score -619846.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -619870.875000 Penalty: 858.599792
	Iteration 12Q: 3 clusters Score -619870.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -619880.187500 Penalty: 858.599792
	Iteration 13Q: 3 clusters Score -619880.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -619889.562500 Penalty: 858.599792
	Iteration 14Q: 3 clusters Score -619889.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -619896.500000 Penalty: 858.599792
	Iteration 15Q: 3 clusters Score -619896.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -619901.937500 Penalty: 858.599792
	Iteration 16Q: 3 clusters Score -619901.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -619905.250000 Penalty: 858.599792
	Iteration 17Q: 3 clusters Score -619905.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -619906.500000 Penalty: 858.599792
	Iteration 18Q: 3 clusters Score -619906.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -619905.562500 Penalty: 858.599792
	Iteration 19Q: 3 clusters Score -619905.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -619906.062500 Penalty: 858.599792
	Iteration 20F: 3 clusters Score -619906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -619905.750000 Penalty: 858.599792
	Iteration 21Q: 3 clusters Score -619905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -619905.812500 Penalty: 858.599792
	Iteration 22Q: 3 clusters Score -619905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -619907.500000 Penalty: 858.599792
	Iteration 23Q: 3 clusters Score -619907.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -619907.125000 Penalty: 858.599792
	Iteration 24Q: 3 clusters Score -619907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -619907.500000 Penalty: 858.599792
	Iteration 25Q: 3 clusters Score -619907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -619906.937500 Penalty: 858.599792
	Iteration 26Q: 3 clusters Score -619906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -619906.937500 Penalty: 858.599792
	Iteration 27Q: 3 clusters Score -619906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -619906.937500 Penalty: 858.599792
	Iteration 28F: 3 clusters Score -619906.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (83821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Entering Unmasked Estep 
Score: -4243385.500000 Penalty: 515.807983
	Iteration 0F: 2 clusters Score -4243386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4187028.750000 Penalty: 1031.615967
	Iteration 0F: 3 clusters Score -4187029 nChanged 40902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -4211611.000000 Penalty: 1031.615967
	Iteration 1F: 3 clusters Score -4211611 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -4212445.000000 Penalty: 1031.615967
	Iteration 2Q: 3 clusters Score -4212445 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -4213454.000000 Penalty: 1031.615967
	Iteration 3Q: 3 clusters Score -4213454 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -4214893.000000 Penalty: 1031.615967
	Iteration 4Q: 3 clusters Score -4214893 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -4217088.000000 Penalty: 1031.615967
	Iteration 5Q: 3 clusters Score -4217088 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -4220467.500000 Penalty: 1031.615967
	Iteration 6F: 3 clusters Score -4220468 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -4224391.000000 Penalty: 1031.615967
	Iteration 7F: 3 clusters Score -4224391 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -4227154.500000 Penalty: 1031.615967
	Iteration 8F: 3 clusters Score -4227154 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -4228275.500000 Penalty: 1031.615967
	Iteration 9Q: 3 clusters Score -4228276 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -4228795.000000 Penalty: 1031.615967
	Iteration 10Q: 3 clusters Score -4228795 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -4229271.000000 Penalty: 1031.615967
	Iteration 11Q: 3 clusters Score -4229271 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -4229800.000000 Penalty: 1031.615967
	Iteration 12Q: 3 clusters Score -4229800 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -4230469.000000 Penalty: 1031.615967
	Iteration 13Q: 3 clusters Score -4230469 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -4231317.500000 Penalty: 1031.615967
	Iteration 14Q: 3 clusters Score -4231318 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -4232273.000000 Penalty: 1031.615967
	Iteration 15Q: 3 clusters Score -4232273 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -4233343.000000 Penalty: 1031.615967
	Iteration 16Q: 3 clusters Score -4233343 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -4234403.000000 Penalty: 1031.615967
	Iteration 17Q: 3 clusters Score -4234403 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -4235452.500000 Penalty: 1031.615967
	Iteration 18Q: 3 clusters Score -4235452 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -4236481.000000 Penalty: 1031.615967
	Iteration 19Q: 3 clusters Score -4236481 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -4237571.000000 Penalty: 1031.615967
	Iteration 20F: 3 clusters Score -4237571 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -4238659.000000 Penalty: 1031.615967
	Iteration 21Q: 3 clusters Score -4238659 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -4239804.000000 Penalty: 1031.615967
	Iteration 22Q: 3 clusters Score -4239804 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -4240914.000000 Penalty: 1031.615967
	Iteration 23Q: 3 clusters Score -4240914 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -4241720.500000 Penalty: 1031.615967
	Iteration 24Q: 3 clusters Score -4241720 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -4242150.500000 Penalty: 1031.615967
	Iteration 25Q: 3 clusters Score -4242150 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -4242375.000000 Penalty: 1031.615967
	Iteration 26Q: 3 clusters Score -4242375 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -4242471.500000 Penalty: 1031.615967
	Iteration 27Q: 3 clusters Score -4242472 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -4242535.000000 Penalty: 1031.615967
	Iteration 28Q: 3 clusters Score -4242535 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -4242532.500000 Penalty: 1031.615967
	Iteration 29Q: 3 clusters Score -4242532 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -4242531.000000 Penalty: 1031.615967
	Iteration 30Q: 3 clusters Score -4242531 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -4242541.500000 Penalty: 1031.615967
	Iteration 31Q: 3 clusters Score -4242542 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -4242503.000000 Penalty: 1031.615967
	Iteration 32Q: 3 clusters Score -4242503 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -4242491.000000 Penalty: 1031.615967
	Iteration 33Q: 3 clusters Score -4242491 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -4242515.500000 Penalty: 1031.615967
	Iteration 34Q: 3 clusters Score -4242516 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -4242507.000000 Penalty: 1031.615967
	Iteration 35Q: 3 clusters Score -4242507 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -4242511.500000 Penalty: 1031.615967
	Iteration 36Q: 3 clusters Score -4242512 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -4242519.500000 Penalty: 1031.615967
	Iteration 37Q: 3 clusters Score -4242520 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -4242520.000000 Penalty: 1031.615967
	Iteration 38Q: 3 clusters Score -4242520 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -4242543.000000 Penalty: 1031.615967
	Iteration 39Q: 3 clusters Score -4242543 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -4242586.000000 Penalty: 1031.615967
	Iteration 40F: 3 clusters Score -4242586 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -4242545.500000 Penalty: 1031.615967
	Iteration 41Q: 3 clusters Score -4242546 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -4242548.500000 Penalty: 1031.615967
	Iteration 42Q: 3 clusters Score -4242548 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -4242566.500000 Penalty: 1031.615967
	Iteration 43Q: 3 clusters Score -4242566 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -4242576.500000 Penalty: 1031.615967
	Iteration 44Q: 3 clusters Score -4242576 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -4242573.500000 Penalty: 1031.615967
	Iteration 45Q: 3 clusters Score -4242574 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -4242576.000000 Penalty: 1031.615967
	Iteration 46Q: 3 clusters Score -4242576 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -4242577.500000 Penalty: 1031.615967
	Iteration 47Q: 3 clusters Score -4242578 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -4242579.000000 Penalty: 1031.615967
	Iteration 48Q: 3 clusters Score -4242579 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -4242587.000000 Penalty: 1031.615967
	Iteration 49Q: 3 clusters Score -4242587 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -4242595.500000 Penalty: 1031.615967
	Iteration 50Q: 3 clusters Score -4242596 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -4242583.000000 Penalty: 1031.615967
	Iteration 51Q: 3 clusters Score -4242583 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -4242576.000000 Penalty: 1031.615967
	Iteration 52Q: 3 clusters Score -4242576 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -4242582.000000 Penalty: 1031.615967
	Iteration 53Q: 3 clusters Score -4242582 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -4242561.500000 Penalty: 1031.615967
	Iteration 54Q: 3 clusters Score -4242562 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -4242570.500000 Penalty: 1031.615967
	Iteration 55Q: 3 clusters Score -4242570 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -4242560.500000 Penalty: 1031.615967
	Iteration 56Q: 3 clusters Score -4242560 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -4242548.500000 Penalty: 1031.615967
	Iteration 57Q: 3 clusters Score -4242548 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -4242532.000000 Penalty: 1031.615967
	Iteration 58Q: 3 clusters Score -4242532 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -4242518.000000 Penalty: 1031.615967
	Iteration 59Q: 3 clusters Score -4242518 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -4242517.500000 Penalty: 1031.615967
	Iteration 60F: 3 clusters Score -4242518 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -4242502.500000 Penalty: 1031.615967
	Iteration 61Q: 3 clusters Score -4242502 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -4242522.000000 Penalty: 1031.615967
	Iteration 62Q: 3 clusters Score -4242522 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -4242528.500000 Penalty: 1031.615967
	Iteration 63Q: 3 clusters Score -4242528 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -4242529.000000 Penalty: 1031.615967
	Iteration 64Q: 3 clusters Score -4242529 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -4242523.500000 Penalty: 1031.615967
	Iteration 65Q: 3 clusters Score -4242524 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -4242525.000000 Penalty: 1031.615967
	Iteration 66Q: 3 clusters Score -4242525 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -4242509.000000 Penalty: 1031.615967
	Iteration 67Q: 3 clusters Score -4242509 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -4242506.500000 Penalty: 1031.615967
	Iteration 68Q: 3 clusters Score -4242506 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -4242526.000000 Penalty: 1031.615967
	Iteration 69Q: 3 clusters Score -4242526 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -4242530.500000 Penalty: 1031.615967
	Iteration 70Q: 3 clusters Score -4242530 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -4242533.000000 Penalty: 1031.615967
	Iteration 71Q: 3 clusters Score -4242533 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -4242534.500000 Penalty: 1031.615967
	Iteration 72Q: 3 clusters Score -4242534 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -4242524.000000 Penalty: 1031.615967
	Iteration 73Q: 3 clusters Score -4242524 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -4242505.000000 Penalty: 1031.615967
	Iteration 74Q: 3 clusters Score -4242505 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -4242518.500000 Penalty: 1031.615967
	Iteration 75Q: 3 clusters Score -4242518 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -4242498.500000 Penalty: 1031.615967
	Iteration 76Q: 3 clusters Score -4242498 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -4242517.500000 Penalty: 1031.615967
	Iteration 77Q: 3 clusters Score -4242518 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -4242496.000000 Penalty: 1031.615967
	Iteration 78Q: 3 clusters Score -4242496 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -4242490.500000 Penalty: 1031.615967
	Iteration 79Q: 3 clusters Score -4242490 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -4242499.000000 Penalty: 1031.615967
	Iteration 80F: 3 clusters Score -4242499 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -4242597.500000 Penalty: 1031.615967
	Iteration 452Q: 3 clusters Score -4242598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -4242598.500000 Penalty: 1031.615967
	Iteration 453Q: 3 clusters Score -4242598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -4242599.000000 Penalty: 1031.615967
	Iteration 454Q: 3 clusters Score -4242599 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4242598.000000 Penalty: 1031.615967
	Iteration 455Q: 3 clusters Score -4242598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4242601.000000 Penalty: 1031.615967
	Iteration 456Q: 3 clusters Score -4242601 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -4242600.500000 Penalty: 1031.615967
	Iteration 457Q: 3 clusters Score -4242600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4242604.000000 Penalty: 1031.615967
	Iteration 458Q: 3 clusters Score -4242604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78770 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -4242604.000000 Penalty: 1031.615967
	Iteration 459Q: 3 clusters Score -4242604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4242602.000000 Penalty: 1031.615967
	Iteration 460F: 3 clusters Score -4242602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4242602.500000 Penalty: 1031.615967
	Iteration 461Q: 3 clusters Score -4242602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -4242607.000000 Penalty: 1031.615967
	Iteration 462Q: 3 clusters Score -4242607 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -4242602.500000 Penalty: 1031.615967
	Iteration 463Q: 3 clusters Score -4242602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -4242599.000000 Penalty: 1031.615967
	Iteration 464Q: 3 clusters Score -4242599 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -4242605.500000 Penalty: 1031.615967
	Iteration 465Q: 3 clusters Score -4242606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4242615.500000 Penalty: 1031.615967
	Iteration 466Q: 3 clusters Score -4242616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -4242616.000000 Penalty: 1031.615967
	Iteration 467Q: 3 clusters Score -4242616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -4242614.000000 Penalty: 1031.615967
	Iteration 468Q: 3 clusters Score -4242614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -4242616.000000 Penalty: 1031.615967
	Iteration 469Q: 3 clusters Score -4242616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4242612.500000 Penalty: 1031.615967
	Iteration 470Q: 3 clusters Score -4242612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4242614.000000 Penalty: 1031.615967
	Iteration 471Q: 3 clusters Score -4242614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4242613.000000 Penalty: 1031.615967
	Iteration 472Q: 3 clusters Score -4242613 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4242611.000000 Penalty: 1031.615967
	Iteration 473Q: 3 clusters Score -4242611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -4242600.500000 Penalty: 1031.615967
	Iteration 474Q: 3 clusters Score -4242600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4242603.000000 Penalty: 1031.615967
	Iteration 475Q: 3 clusters Score -4242603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4242603.500000 Penalty: 1031.615967
	Iteration 476Q: 3 clusters Score -4242604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79910 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4242609.000000 Penalty: 1031.615967
	Iteration 477Q: 3 clusters Score -4242609 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4242606.500000 Penalty: 1031.615967
	Iteration 478Q: 3 clusters Score -4242606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80061 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4242615.500000 Penalty: 1031.615967
	Iteration 479Q: 3 clusters Score -4242616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -4242625.500000 Penalty: 1031.615967
	Iteration 480F: 3 clusters Score -4242626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4242620.500000 Penalty: 1031.615967
	Iteration 481Q: 3 clusters Score -4242620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4242622.500000 Penalty: 1031.615967
	Iteration 482Q: 3 clusters Score -4242622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4242628.500000 Penalty: 1031.615967
	Iteration 483Q: 3 clusters Score -4242628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4242632.500000 Penalty: 1031.615967
	Iteration 484Q: 3 clusters Score -4242632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4242628.500000 Penalty: 1031.615967
	Iteration 485Q: 3 clusters Score -4242628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -4242632.500000 Penalty: 1031.615967
	Iteration 486Q: 3 clusters Score -4242632 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4242642.500000 Penalty: 1031.615967
	Iteration 487Q: 3 clusters Score -4242642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -4242641.000000 Penalty: 1031.615967
	Iteration 488Q: 3 clusters Score -4242641 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4242637.500000 Penalty: 1031.615967
	Iteration 489Q: 3 clusters Score -4242638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4242629.000000 Penalty: 1031.615967
	Iteration 490Q: 3 clusters Score -4242629 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4242624.500000 Penalty: 1031.615967
	Iteration 491Q: 3 clusters Score -4242624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4242623.000000 Penalty: 1031.615967
	Iteration 492Q: 3 clusters Score -4242623 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4242618.000000 Penalty: 1031.615967
	Iteration 493Q: 3 clusters Score -4242618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4242620.500000 Penalty: 1031.615967
	Iteration 494Q: 3 clusters Score -4242620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4242624.500000 Penalty: 1031.615967
	Iteration 495Q: 3 clusters Score -4242624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4242630.000000 Penalty: 1031.615967
	Iteration 496Q: 3 clusters Score -4242630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4242628.500000 Penalty: 1031.615967
	Iteration 497Q: 3 clusters Score -4242628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4242637.000000 Penalty: 1031.615967
	Iteration 498Q: 3 clusters Score -4242637 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4242650.000000 Penalty: 1031.615967
	Iteration 499Q: 3 clusters Score -4242650 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4242657.000000 Penalty: 1031.615967
	Iteration 500F: 3 clusters Score -4242657 nChanged 75
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 29 (89628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89628 members 
Entering Unmasked Estep 
Score: -4547019.000000 Penalty: 518.855774
	Iteration 0F: 2 clusters Score -4547019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -4486842 nChanged 43595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4513414 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4514653 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -4516544.000000 Penalty: 1037.711548
	Iteration 3Q: 3 clusters Score -4516544 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -4519762.000000 Penalty: 1037.711548
	Iteration 4F: 3 clusters Score -4519762 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -4524285.000000 Penalty: 1037.711548
	Iteration 5F: 3 clusters Score -4524285 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -4528262.500000 Penalty: 1037.711548
	Iteration 6F: 3 clusters Score -4528262 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -4530002.500000 Penalty: 1037.711548
	Iteration 7Q: 3 clusters Score -4530002 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -4530575.500000 Penalty: 1037.711548
	Iteration 8Q: 3 clusters Score -4530576 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -4530809.500000 Penalty: 1037.711548
	Iteration 9Q: 3 clusters Score -4530810 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -4531023.500000 Penalty: 1037.711548
	Iteration 10Q: 3 clusters Score -4531024 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -4531231.500000 Penalty: 1037.711548
	Iteration 11Q: 3 clusters Score -4531232 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -4531462.000000 Penalty: 1037.711548
	Iteration 12Q: 3 clusters Score -4531462 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -4531746.000000 Penalty: 1037.711548
	Iteration 13Q: 3 clusters Score -4531746 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -4532047.000000 Penalty: 1037.711548
	Iteration 14Q: 3 clusters Score -4532047 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -4532374.000000 Penalty: 1037.711548
	Iteration 15Q: 3 clusters Score -4532374 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -4532737.500000 Penalty: 1037.711548
	Iteration 16Q: 3 clusters Score -4532738 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -4533162.500000 Penalty: 1037.711548
	Iteration 17Q: 3 clusters Score -4533162 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -4533667.500000 Penalty: 1037.711548
	Iteration 18Q: 3 clusters Score -4533668 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -4534213.000000 Penalty: 1037.711548
	Iteration 19Q: 3 clusters Score -4534213 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -4534824.500000 Penalty: 1037.711548
	Iteration 20F: 3 clusters Score -4534824 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -4535471.000000 Penalty: 1037.711548
	Iteration 21Q: 3 clusters Score -4535471 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -4536162.500000 Penalty: 1037.711548
	Iteration 22Q: 3 clusters Score -4536162 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -4536936.000000 Penalty: 1037.711548
	Iteration 23Q: 3 clusters Score -4536936 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -4537757.000000 Penalty: 1037.711548
	Iteration 24Q: 3 clusters Score -4537757 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -4538521.500000 Penalty: 1037.711548
	Iteration 25Q: 3 clusters Score -4538522 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -4539329.000000 Penalty: 1037.711548
	Iteration 26Q: 3 clusters Score -4539329 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -4540140.500000 Penalty: 1037.711548
	Iteration 27Q: 3 clusters Score -4540140 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -4540823.000000 Penalty: 1037.711548
	Iteration 28Q: 3 clusters Score -4540823 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -4541408.000000 Penalty: 1037.711548
	Iteration 29Q: 3 clusters Score -4541408 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -4541850.500000 Penalty: 1037.711548
	Iteration 30Q: 3 clusters Score -4541850 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -4542098.500000 Penalty: 1037.711548
	Iteration 31Q: 3 clusters Score -4542098 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -4542295.500000 Penalty: 1037.711548
	Iteration 32Q: 3 clusters Score -4542296 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
Score: -4542423.000000 Penalty: 1037.711548
	Iteration 33Q: 3 clusters Score -4542423 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -4542506.000000 Penalty: 1037.711548
	Iteration 34Q: 3 clusters Score -4542506 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -4542601.000000 Penalty: 1037.711548
	Iteration 35Q: 3 clusters Score -4542601 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -4542657.500000 Penalty: 1037.711548
	Iteration 36Q: 3 clusters Score -4542658 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
Score: -4542686.500000 Penalty: 1037.711548
	Iteration 37Q: 3 clusters Score -4542686 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -4542711.500000 Penalty: 1037.711548
	Iteration 38Q: 3 clusters Score -4542712 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -4542730.000000 Penalty: 1037.711548
	Iteration 39Q: 3 clusters Score -4542730 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -4542967.500000 Penalty: 1037.711548
	Iteration 40F: 3 clusters Score -4542968 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -4543023.000000 Penalty: 1037.711548
	Iteration 41Q: 3 clusters Score -4543023 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4543020 nChanged 234
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Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4543004 nChanged 229
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Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4542971 nChanged 234
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Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4542957 nChanged 206
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Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4542946 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4542938 nChanged 214
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Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4542923 nChanged 222
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Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4542905 nChanged 237
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Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4542858 nChanged 238
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Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4542831 nChanged 238
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Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4542796 nChanged 230
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Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4542775 nChanged 250
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Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4542759 nChanged 257
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Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4542738 nChanged 305
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Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4542726 nChanged 289
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Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4542693 nChanged 317
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Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4542676 nChanged 335
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Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4542651 nChanged 334
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Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4542630 nChanged 339
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Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4542623 nChanged 360
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Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4542627 nChanged 360
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Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4542620 nChanged 334
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Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4542598 nChanged 370
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Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4542554 nChanged 396
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Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4542548 nChanged 409
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Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4542551 nChanged 385
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Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4542512 nChanged 390
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Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4542503 nChanged 421
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Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4542511 nChanged 394
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Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4542510 nChanged 360
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Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4542525 nChanged 342
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Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4542511 nChanged 346
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Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4542486 nChanged 335
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Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4542478 nChanged 341
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Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4542478 nChanged 316
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Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4542475 nChanged 300
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Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4542492 nChanged 298
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Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4542486 nChanged 273
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Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4542507 nChanged 271
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Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 58656 members 
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	Iteration 87Q: 3 clusters Score -4542493 nChanged 252
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Mstep: Class 1 contains 31222 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4542492 nChanged 263
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Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4542484 nChanged 258
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Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4542472 nChanged 242
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Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4542466 nChanged 254
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Mstep: Class 1 contains 32493 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4542466 nChanged 238
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Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4542490 nChanged 221
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Mstep: Class 1 contains 32944 members 
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	Iteration 95Q: 3 clusters Score -4542486 nChanged 256
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Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 56428 members 
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	Iteration 96Q: 3 clusters Score -4542476 nChanged 255
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Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4542479 nChanged 223
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Mstep: Class 1 contains 33672 members 
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	Iteration 98Q: 3 clusters Score -4542468 nChanged 213
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Mstep: Class 1 contains 33883 members 
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	Iteration 99Q: 3 clusters Score -4542465 nChanged 223
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Mstep: Class 1 contains 34102 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4542484 nChanged 196
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Mstep: Class 1 contains 34292 members 
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	Iteration 101Q: 3 clusters Score -4542494 nChanged 166
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Mstep: Class 1 contains 34456 members 
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	Iteration 102Q: 3 clusters Score -4542494 nChanged 156
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Mstep: Class 1 contains 34610 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4542490 nChanged 168
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Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4542476 nChanged 165
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Mstep: Class 1 contains 34937 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4542451 nChanged 167
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4542456 nChanged 156
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4542440 nChanged 146
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4542442 nChanged 129
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4542445 nChanged 131
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4542432 nChanged 101
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4542418 nChanged 124
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4542418 nChanged 109
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4542416 nChanged 92
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	Iteration 114Q: 3 clusters Score -4542427 nChanged 79
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4542433 nChanged 62
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	Iteration 116Q: 3 clusters Score -4542440 nChanged 42
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	Iteration 117Q: 3 clusters Score -4542432 nChanged 32
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	Iteration 118Q: 3 clusters Score -4542432 nChanged 38
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	Iteration 119Q: 3 clusters Score -4542430 nChanged 28
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	Iteration 120F: 3 clusters Score -4542426 nChanged 37
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	Iteration 121Q: 3 clusters Score -4542425 nChanged 36
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	Iteration 122Q: 3 clusters Score -4542433 nChanged 36
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	Iteration 123Q: 3 clusters Score -4542436 nChanged 24
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	Iteration 124Q: 3 clusters Score -4542446 nChanged 21
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	Iteration 125Q: 3 clusters Score -4542444 nChanged 21
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	Iteration 126Q: 3 clusters Score -4542439 nChanged 17
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	Iteration 127Q: 3 clusters Score -4542440 nChanged 14
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	Iteration 128Q: 3 clusters Score -4542437 nChanged 4
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	Iteration 129Q: 3 clusters Score -4542442 nChanged 3
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	Iteration 130Q: 3 clusters Score -4542436 nChanged 1
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	Iteration 131Q: 3 clusters Score -4542437 nChanged 2
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	Iteration 132Q: 3 clusters Score -4542439 nChanged 1
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	Iteration 133Q: 3 clusters Score -4542441 nChanged 1
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	Iteration 134Q: 3 clusters Score -4542442 nChanged 3
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Entering Unmasked Estep 
Score: -4542443.000000 Penalty: 1037.711548
	Iteration 135Q: 3 clusters Score -4542443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -4542438.500000 Penalty: 1037.711548
	Iteration 136Q: 3 clusters Score -4542438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -4542441.000000 Penalty: 1037.711548
	Iteration 137Q: 3 clusters Score -4542441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -4542441.000000 Penalty: 1037.711548
	Iteration 138Q: 3 clusters Score -4542441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -4542442.500000 Penalty: 1037.711548
	Iteration 139Q: 3 clusters Score -4542442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -4542441.000000 Penalty: 1037.711548
	Iteration 140F: 3 clusters Score -4542441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -4542441.000000 Penalty: 1037.711548
	Iteration 141Q: 3 clusters Score -4542441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -4542439.000000 Penalty: 1037.711548
	Iteration 142Q: 3 clusters Score -4542439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -4542442.000000 Penalty: 1037.711548
	Iteration 143Q: 3 clusters Score -4542442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -4542441.000000 Penalty: 1037.711548
	Iteration 144Q: 3 clusters Score -4542441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -4542440.000000 Penalty: 1037.711548
	Iteration 145Q: 3 clusters Score -4542440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -4542440.000000 Penalty: 1037.711548
	Iteration 146F: 3 clusters Score -4542440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Entering Unmasked Estep 
Score: -913059.562500 Penalty: 449.114777
	Iteration 0F: 2 clusters Score -913059.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -900072.687500 Penalty: 898.229553
	Iteration 0F: 3 clusters Score -900072.7 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -905966.937500 Penalty: 898.229553
	Iteration 1F: 3 clusters Score -905966.9 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -907111.500000 Penalty: 898.229553
	Iteration 2F: 3 clusters Score -907111.5 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -908722.250000 Penalty: 898.229553
	Iteration 3F: 3 clusters Score -908722.2 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -910397.687500 Penalty: 898.229553
	Iteration 4F: 3 clusters Score -910397.7 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -911602.062500 Penalty: 898.229553
	Iteration 5F: 3 clusters Score -911602.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -912282.875000 Penalty: 898.229553
	Iteration 6Q: 3 clusters Score -912282.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -912578.062500 Penalty: 898.229553
	Iteration 7Q: 3 clusters Score -912578.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -912706.875000 Penalty: 898.229553
	Iteration 8Q: 3 clusters Score -912706.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -912771.125000 Penalty: 898.229553
	Iteration 9Q: 3 clusters Score -912771.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -912811.062500 Penalty: 898.229553
	Iteration 10Q: 3 clusters Score -912811.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -912834.250000 Penalty: 898.229553
	Iteration 11Q: 3 clusters Score -912834.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -912860.687500 Penalty: 898.229553
	Iteration 12Q: 3 clusters Score -912860.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -912875.500000 Penalty: 898.229553
	Iteration 13Q: 3 clusters Score -912875.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -912883.375000 Penalty: 898.229553
	Iteration 14Q: 3 clusters Score -912883.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -912892.312500 Penalty: 898.229553
	Iteration 15Q: 3 clusters Score -912892.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -912899.750000 Penalty: 898.229553
	Iteration 16Q: 3 clusters Score -912899.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -912906.375000 Penalty: 898.229553
	Iteration 17Q: 3 clusters Score -912906.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -912914.562500 Penalty: 898.229553
	Iteration 18Q: 3 clusters Score -912914.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -912922.000000 Penalty: 898.229553
	Iteration 19Q: 3 clusters Score -912922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -912925.437500 Penalty: 898.229553
	Iteration 20F: 3 clusters Score -912925.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -912925.125000 Penalty: 898.229553
	Iteration 21Q: 3 clusters Score -912925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -912926.500000 Penalty: 898.229553
	Iteration 22Q: 3 clusters Score -912926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -912928.500000 Penalty: 898.229553
	Iteration 23Q: 3 clusters Score -912928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -912934.875000 Penalty: 898.229553
	Iteration 24Q: 3 clusters Score -912934.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -912938.250000 Penalty: 898.229553
	Iteration 25Q: 3 clusters Score -912938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -912939.562500 Penalty: 898.229553
	Iteration 26Q: 3 clusters Score -912939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -912942.125000 Penalty: 898.229553
	Iteration 27Q: 3 clusters Score -912942.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -912945.125000 Penalty: 898.229553
	Iteration 28Q: 3 clusters Score -912945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -912944.250000 Penalty: 898.229553
	Iteration 29Q: 3 clusters Score -912944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -912945.187500 Penalty: 898.229553
	Iteration 30Q: 3 clusters Score -912945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -912945.875000 Penalty: 898.229553
	Iteration 31Q: 3 clusters Score -912945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -912947.750000 Penalty: 898.229553
	Iteration 32Q: 3 clusters Score -912947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -912950.250000 Penalty: 898.229553
	Iteration 33Q: 3 clusters Score -912950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -912950.687500 Penalty: 898.229553
	Iteration 34Q: 3 clusters Score -912950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -912952.750000 Penalty: 898.229553
	Iteration 35Q: 3 clusters Score -912952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -912953.562500 Penalty: 898.229553
	Iteration 36Q: 3 clusters Score -912953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -912953.812500 Penalty: 898.229553
	Iteration 37Q: 3 clusters Score -912953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -912953.812500 Penalty: 898.229553
	Iteration 38F: 3 clusters Score -912953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -60554.867188 Penalty: 324.782318
	Iteration 0F: 2 clusters Score -60554.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -59614.011719 Penalty: 649.564636
	Iteration 0F: 3 clusters Score -59614.01 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -59892.750000 Penalty: 649.564636
	Iteration 1F: 3 clusters Score -59892.75 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -59941.960938 Penalty: 649.564636
	Iteration 2F: 3 clusters Score -59941.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -59968.437500 Penalty: 649.564636
	Iteration 3Q: 3 clusters Score -59968.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -59990.175781 Penalty: 649.564636
	Iteration 4Q: 3 clusters Score -59990.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -60013.015625 Penalty: 649.564636
	Iteration 5Q: 3 clusters Score -60013.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -60033.250000 Penalty: 649.564636
	Iteration 6Q: 3 clusters Score -60033.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60055.558594 Penalty: 649.564636
	Iteration 7Q: 3 clusters Score -60055.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -60074.777344 Penalty: 649.564636
	Iteration 8Q: 3 clusters Score -60074.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60091.390625 Penalty: 649.564636
	Iteration 9Q: 3 clusters Score -60091.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60107.972656 Penalty: 649.564636
	Iteration 10Q: 3 clusters Score -60107.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -60125.257812 Penalty: 649.564636
	Iteration 11Q: 3 clusters Score -60125.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -60137.605469 Penalty: 649.564636
	Iteration 12Q: 3 clusters Score -60137.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60144.152344 Penalty: 649.564636
	Iteration 13Q: 3 clusters Score -60144.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -60149.449219 Penalty: 649.564636
	Iteration 14Q: 3 clusters Score -60149.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -60155.378906 Penalty: 649.564636
	Iteration 15Q: 3 clusters Score -60155.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -60161.625000 Penalty: 649.564636
	Iteration 16Q: 3 clusters Score -60161.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -60166.968750 Penalty: 649.564636
	Iteration 17Q: 3 clusters Score -60166.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -60168.750000 Penalty: 649.564636
	Iteration 18Q: 3 clusters Score -60168.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -60169.210938 Penalty: 649.564636
	Iteration 19Q: 3 clusters Score -60169.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -60169.210938 Penalty: 649.564636
	Iteration 20F: 3 clusters Score -60169.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Entering Unmasked Estep 
Score: -455812.250000 Penalty: 414.789337
	Iteration 0F: 2 clusters Score -455812.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -449820.812500 Penalty: 829.578674
	Iteration 0F: 3 clusters Score -449820.8 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -452856.312500 Penalty: 829.578674
	Iteration 1F: 3 clusters Score -452856.3 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -453642.687500 Penalty: 829.578674
	Iteration 2F: 3 clusters Score -453642.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -454148.906250 Penalty: 829.578674
	Iteration 3F: 3 clusters Score -454148.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -454446.562500 Penalty: 829.578674
	Iteration 4F: 3 clusters Score -454446.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -454624.031250 Penalty: 829.578674
	Iteration 5Q: 3 clusters Score -454624 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -454750.812500 Penalty: 829.578674
	Iteration 6Q: 3 clusters Score -454750.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -454897.187500 Penalty: 829.578674
	Iteration 7Q: 3 clusters Score -454897.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -455111.500000 Penalty: 829.578674
	Iteration 8Q: 3 clusters Score -455111.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -455342.593750 Penalty: 829.578674
	Iteration 9Q: 3 clusters Score -455342.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -455463.875000 Penalty: 829.578674
	Iteration 10Q: 3 clusters Score -455463.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -455537.125000 Penalty: 829.578674
	Iteration 11Q: 3 clusters Score -455537.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -455588.125000 Penalty: 829.578674
	Iteration 12Q: 3 clusters Score -455588.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -455626.000000 Penalty: 829.578674
	Iteration 13Q: 3 clusters Score -455626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -455663.937500 Penalty: 829.578674
	Iteration 14Q: 3 clusters Score -455663.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -455694.968750 Penalty: 829.578674
	Iteration 15Q: 3 clusters Score -455695 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -455719.125000 Penalty: 829.578674
	Iteration 16Q: 3 clusters Score -455719.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -455745.718750 Penalty: 829.578674
	Iteration 17Q: 3 clusters Score -455745.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -455767.062500 Penalty: 829.578674
	Iteration 18Q: 3 clusters Score -455767.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -455786.031250 Penalty: 829.578674
	Iteration 19Q: 3 clusters Score -455786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -455802.500000 Penalty: 829.578674
	Iteration 20F: 3 clusters Score -455802.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -455822.250000 Penalty: 829.578674
	Iteration 21Q: 3 clusters Score -455822.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -455840.312500 Penalty: 829.578674
	Iteration 22Q: 3 clusters Score -455840.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -455854.750000 Penalty: 829.578674
	Iteration 23Q: 3 clusters Score -455854.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -455866.781250 Penalty: 829.578674
	Iteration 24Q: 3 clusters Score -455866.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -455882.875000 Penalty: 829.578674
	Iteration 25Q: 3 clusters Score -455882.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -455905.562500 Penalty: 829.578674
	Iteration 26Q: 3 clusters Score -455905.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -455918.468750 Penalty: 829.578674
	Iteration 27Q: 3 clusters Score -455918.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -455925.062500 Penalty: 829.578674
	Iteration 28Q: 3 clusters Score -455925.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -455932.250000 Penalty: 829.578674
	Iteration 29Q: 3 clusters Score -455932.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -455935.125000 Penalty: 829.578674
	Iteration 30Q: 3 clusters Score -455935.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -455938.531250 Penalty: 829.578674
	Iteration 31Q: 3 clusters Score -455938.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -455940.593750 Penalty: 829.578674
	Iteration 32Q: 3 clusters Score -455940.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -455942.968750 Penalty: 829.578674
	Iteration 33Q: 3 clusters Score -455943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -455946.312500 Penalty: 829.578674
	Iteration 34Q: 3 clusters Score -455946.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -455953.750000 Penalty: 829.578674
	Iteration 35Q: 3 clusters Score -455953.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -455957.312500 Penalty: 829.578674
	Iteration 36Q: 3 clusters Score -455957.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -455961.218750 Penalty: 829.578674
	Iteration 37Q: 3 clusters Score -455961.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -455964.531250 Penalty: 829.578674
	Iteration 38Q: 3 clusters Score -455964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -455967.437500 Penalty: 829.578674
	Iteration 39Q: 3 clusters Score -455967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -455966.875000 Penalty: 829.578674
	Iteration 40F: 3 clusters Score -455966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -455968.375000 Penalty: 829.578674
	Iteration 41Q: 3 clusters Score -455968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -455968.375000 Penalty: 829.578674
	Iteration 42F: 3 clusters Score -455968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 34954 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 8090 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 287 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 735 members 
Mstep: Class 43 contains 73156 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 1237 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Mstep: Class 49 contains 58173 members 
Mstep: Class 50 contains 903 members 
Mstep: Class 51 contains 183530 members 
Mstep: Class 52 contains 1839 members 
Mstep: Class 53 contains 2511 members 
Mstep: Class 54 contains 1012 members 
Entering Unmasked Estep 
Score: -90685040.000000 Penalty: 35605.199219
Splitting cluster 32 changes total score from -90659648.000000 to -90685040.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 33 (42772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Entering Unmasked Estep 
Score: -2102374.500000 Penalty: 485.195587
	Iteration 0F: 2 clusters Score -2102374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2073728.000000 Penalty: 970.391174
	Iteration 0F: 3 clusters Score -2073728 nChanged 20589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2086370.875000 Penalty: 970.391174
	Iteration 1F: 3 clusters Score -2086371 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2086926.625000 Penalty: 970.391174
	Iteration 2Q: 3 clusters Score -2086927 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2087569.750000 Penalty: 970.391174
	Iteration 3Q: 3 clusters Score -2087570 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2088436.375000 Penalty: 970.391174
	Iteration 4Q: 3 clusters Score -2088436 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2089706.125000 Penalty: 970.391174
	Iteration 5Q: 3 clusters Score -2089706 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2091520.875000 Penalty: 970.391174
	Iteration 6F: 3 clusters Score -2091521 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2094050.500000 Penalty: 970.391174
	Iteration 7F: 3 clusters Score -2094050 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2096491.875000 Penalty: 970.391174
	Iteration 8F: 3 clusters Score -2096492 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2097922.500000 Penalty: 970.391174
	Iteration 9Q: 3 clusters Score -2097922 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2098897.250000 Penalty: 970.391174
	Iteration 10Q: 3 clusters Score -2098897 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2099684.000000 Penalty: 970.391174
	Iteration 11Q: 3 clusters Score -2099684 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2100306.000000 Penalty: 970.391174
	Iteration 12Q: 3 clusters Score -2100306 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2100781.750000 Penalty: 970.391174
	Iteration 13Q: 3 clusters Score -2100782 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2101087.250000 Penalty: 970.391174
	Iteration 14Q: 3 clusters Score -2101087 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2101231.500000 Penalty: 970.391174
	Iteration 15Q: 3 clusters Score -2101232 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2101316.250000 Penalty: 970.391174
	Iteration 16Q: 3 clusters Score -2101316 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2101372.500000 Penalty: 970.391174
	Iteration 17Q: 3 clusters Score -2101372 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2101407.750000 Penalty: 970.391174
	Iteration 18Q: 3 clusters Score -2101408 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2101427.750000 Penalty: 970.391174
	Iteration 19Q: 3 clusters Score -2101428 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2101452.250000 Penalty: 970.391174
	Iteration 20F: 3 clusters Score -2101452 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2101475.250000 Penalty: 970.391174
	Iteration 21Q: 3 clusters Score -2101475 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2101498.500000 Penalty: 970.391174
	Iteration 22Q: 3 clusters Score -2101498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2101514.500000 Penalty: 970.391174
	Iteration 23Q: 3 clusters Score -2101514 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2101525.750000 Penalty: 970.391174
	Iteration 24Q: 3 clusters Score -2101526 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2101534.750000 Penalty: 970.391174
	Iteration 25Q: 3 clusters Score -2101535 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2101552.000000 Penalty: 970.391174
	Iteration 26Q: 3 clusters Score -2101552 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2101560.000000 Penalty: 970.391174
	Iteration 27Q: 3 clusters Score -2101560 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2101560.750000 Penalty: 970.391174
	Iteration 28Q: 3 clusters Score -2101561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2101566.000000 Penalty: 970.391174
	Iteration 29Q: 3 clusters Score -2101566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2101583.000000 Penalty: 970.391174
	Iteration 30Q: 3 clusters Score -2101583 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2101590.750000 Penalty: 970.391174
	Iteration 31Q: 3 clusters Score -2101591 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2101596.000000 Penalty: 970.391174
	Iteration 32Q: 3 clusters Score -2101596 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2101613.500000 Penalty: 970.391174
	Iteration 33Q: 3 clusters Score -2101614 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2101609.750000 Penalty: 970.391174
	Iteration 34Q: 3 clusters Score -2101610 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2101621.250000 Penalty: 970.391174
	Iteration 35Q: 3 clusters Score -2101621 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2101630.750000 Penalty: 970.391174
	Iteration 36Q: 3 clusters Score -2101631 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2101645.500000 Penalty: 970.391174
	Iteration 37Q: 3 clusters Score -2101646 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2101651.750000 Penalty: 970.391174
	Iteration 38Q: 3 clusters Score -2101652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2101655.000000 Penalty: 970.391174
	Iteration 39Q: 3 clusters Score -2101655 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2101657.250000 Penalty: 970.391174
	Iteration 40F: 3 clusters Score -2101657 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2101666.250000 Penalty: 970.391174
	Iteration 41Q: 3 clusters Score -2101666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2101679.500000 Penalty: 970.391174
	Iteration 42Q: 3 clusters Score -2101680 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2101691.500000 Penalty: 970.391174
	Iteration 43Q: 3 clusters Score -2101692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2101697.500000 Penalty: 970.391174
	Iteration 44Q: 3 clusters Score -2101698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2101700.500000 Penalty: 970.391174
	Iteration 45Q: 3 clusters Score -2101700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2101711.500000 Penalty: 970.391174
	Iteration 46Q: 3 clusters Score -2101712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2101716.500000 Penalty: 970.391174
	Iteration 47Q: 3 clusters Score -2101716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2101720.250000 Penalty: 970.391174
	Iteration 48Q: 3 clusters Score -2101720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2101725.500000 Penalty: 970.391174
	Iteration 49Q: 3 clusters Score -2101726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2101723.750000 Penalty: 970.391174
	Iteration 50Q: 3 clusters Score -2101724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2101725.500000 Penalty: 970.391174
	Iteration 51Q: 3 clusters Score -2101726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2101737.750000 Penalty: 970.391174
	Iteration 52Q: 3 clusters Score -2101738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2101741.000000 Penalty: 970.391174
	Iteration 53Q: 3 clusters Score -2101741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2101741.250000 Penalty: 970.391174
	Iteration 54Q: 3 clusters Score -2101741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2101747.750000 Penalty: 970.391174
	Iteration 55Q: 3 clusters Score -2101748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2101747.250000 Penalty: 970.391174
	Iteration 56Q: 3 clusters Score -2101747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2101754.000000 Penalty: 970.391174
	Iteration 57Q: 3 clusters Score -2101754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2101760.250000 Penalty: 970.391174
	Iteration 58Q: 3 clusters Score -2101760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2101763.500000 Penalty: 970.391174
	Iteration 59Q: 3 clusters Score -2101764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2101763.750000 Penalty: 970.391174
	Iteration 60F: 3 clusters Score -2101764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2101761.000000 Penalty: 970.391174
	Iteration 61Q: 3 clusters Score -2101761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2101762.750000 Penalty: 970.391174
	Iteration 62Q: 3 clusters Score -2101763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2101760.250000 Penalty: 970.391174
	Iteration 63Q: 3 clusters Score -2101760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2101759.500000 Penalty: 970.391174
	Iteration 64Q: 3 clusters Score -2101760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2101760.750000 Penalty: 970.391174
	Iteration 65Q: 3 clusters Score -2101761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2101763.750000 Penalty: 970.391174
	Iteration 66Q: 3 clusters Score -2101764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2101764.750000 Penalty: 970.391174
	Iteration 67Q: 3 clusters Score -2101765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2101764.000000 Penalty: 970.391174
	Iteration 68Q: 3 clusters Score -2101764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2101764.250000 Penalty: 970.391174
	Iteration 69Q: 3 clusters Score -2101764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2101765.250000 Penalty: 970.391174
	Iteration 70Q: 3 clusters Score -2101765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2101767.500000 Penalty: 970.391174
	Iteration 71Q: 3 clusters Score -2101768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2101769.000000 Penalty: 970.391174
	Iteration 72Q: 3 clusters Score -2101769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2101766.500000 Penalty: 970.391174
	Iteration 73Q: 3 clusters Score -2101766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2101765.000000 Penalty: 970.391174
	Iteration 74Q: 3 clusters Score -2101765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2101762.000000 Penalty: 970.391174
	Iteration 75Q: 3 clusters Score -2101762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2101761.250000 Penalty: 970.391174
	Iteration 76Q: 3 clusters Score -2101761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2101760.000000 Penalty: 970.391174
	Iteration 77Q: 3 clusters Score -2101760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2101762.250000 Penalty: 970.391174
	Iteration 78Q: 3 clusters Score -2101762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2101759.750000 Penalty: 970.391174
	Iteration 79Q: 3 clusters Score -2101760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2101766.750000 Penalty: 970.391174
	Iteration 80F: 3 clusters Score -2101767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2101768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2101770.000000 Penalty: 970.391174
	Iteration 82Q: 3 clusters Score -2101770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2101775.250000 Penalty: 970.391174
	Iteration 83Q: 3 clusters Score -2101775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2101773.250000 Penalty: 970.391174
	Iteration 84Q: 3 clusters Score -2101773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2101775.000000 Penalty: 970.391174
	Iteration 85Q: 3 clusters Score -2101775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2101774.500000 Penalty: 970.391174
	Iteration 86Q: 3 clusters Score -2101774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2101774.500000 Penalty: 970.391174
	Iteration 87Q: 3 clusters Score -2101774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2101769.500000 Penalty: 970.391174
	Iteration 88Q: 3 clusters Score -2101770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2101771.000000 Penalty: 970.391174
	Iteration 89Q: 3 clusters Score -2101771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2101770.000000 Penalty: 970.391174
	Iteration 90Q: 3 clusters Score -2101770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2101773.250000 Penalty: 970.391174
	Iteration 91Q: 3 clusters Score -2101773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2101773.500000 Penalty: 970.391174
	Iteration 92Q: 3 clusters Score -2101774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2101773.000000 Penalty: 970.391174
	Iteration 93Q: 3 clusters Score -2101773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2101776.750000 Penalty: 970.391174
	Iteration 94Q: 3 clusters Score -2101777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2101774.000000 Penalty: 970.391174
	Iteration 95Q: 3 clusters Score -2101774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2101775.000000 Penalty: 970.391174
	Iteration 96Q: 3 clusters Score -2101775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2101774.750000 Penalty: 970.391174
	Iteration 97Q: 3 clusters Score -2101775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2101777.500000 Penalty: 970.391174
	Iteration 98Q: 3 clusters Score -2101778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2101777.250000 Penalty: 970.391174
	Iteration 99Q: 3 clusters Score -2101777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2101780.750000 Penalty: 970.391174
	Iteration 100F: 3 clusters Score -2101781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2101781.000000 Penalty: 970.391174
	Iteration 101Q: 3 clusters Score -2101781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2101779.250000 Penalty: 970.391174
	Iteration 102Q: 3 clusters Score -2101779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2101780.000000 Penalty: 970.391174
	Iteration 103Q: 3 clusters Score -2101780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2101779.000000 Penalty: 970.391174
	Iteration 104Q: 3 clusters Score -2101779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2101780.750000 Penalty: 970.391174
	Iteration 105Q: 3 clusters Score -2101781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2101784.750000 Penalty: 970.391174
	Iteration 106Q: 3 clusters Score -2101785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2101783.500000 Penalty: 970.391174
	Iteration 107Q: 3 clusters Score -2101784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2101784.750000 Penalty: 970.391174
	Iteration 108Q: 3 clusters Score -2101785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2101782.750000 Penalty: 970.391174
	Iteration 109Q: 3 clusters Score -2101783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2101785.750000 Penalty: 970.391174
	Iteration 110Q: 3 clusters Score -2101786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2101782.500000 Penalty: 970.391174
	Iteration 111Q: 3 clusters Score -2101782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2101779.250000 Penalty: 970.391174
	Iteration 112Q: 3 clusters Score -2101779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2101778.750000 Penalty: 970.391174
	Iteration 113Q: 3 clusters Score -2101779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2101777.250000 Penalty: 970.391174
	Iteration 114Q: 3 clusters Score -2101777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2101779.000000 Penalty: 970.391174
	Iteration 115Q: 3 clusters Score -2101779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2101780.500000 Penalty: 970.391174
	Iteration 116Q: 3 clusters Score -2101780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2101780.250000 Penalty: 970.391174
	Iteration 117Q: 3 clusters Score -2101780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2101780.000000 Penalty: 970.391174
	Iteration 118Q: 3 clusters Score -2101780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2101780.500000 Penalty: 970.391174
	Iteration 119Q: 3 clusters Score -2101780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2101775.000000 Penalty: 970.391174
	Iteration 120F: 3 clusters Score -2101775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2101776.250000 Penalty: 970.391174
	Iteration 121Q: 3 clusters Score -2101776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2101776.500000 Penalty: 970.391174
	Iteration 122Q: 3 clusters Score -2101776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2101777.750000 Penalty: 970.391174
	Iteration 123Q: 3 clusters Score -2101778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2101777.750000 Penalty: 970.391174
	Iteration 124Q: 3 clusters Score -2101778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2101777.250000 Penalty: 970.391174
	Iteration 125Q: 3 clusters Score -2101777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2101778.500000 Penalty: 970.391174
	Iteration 126Q: 3 clusters Score -2101778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2101779.250000 Penalty: 970.391174
	Iteration 127Q: 3 clusters Score -2101779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2101780.250000 Penalty: 970.391174
	Iteration 128Q: 3 clusters Score -2101780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2101779.500000 Penalty: 970.391174
	Iteration 129Q: 3 clusters Score -2101780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2101778.250000 Penalty: 970.391174
	Iteration 130Q: 3 clusters Score -2101778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2101777.750000 Penalty: 970.391174
	Iteration 131Q: 3 clusters Score -2101778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2101779.750000 Penalty: 970.391174
	Iteration 132Q: 3 clusters Score -2101780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2101777.250000 Penalty: 970.391174
	Iteration 133Q: 3 clusters Score -2101777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2101781.250000 Penalty: 970.391174
	Iteration 134Q: 3 clusters Score -2101781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2101781.250000 Penalty: 970.391174
	Iteration 135F: 3 clusters Score -2101781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -9821.436523 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -9821.437 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 128 members 
Entering Unmasked Estep 
Score: -9494.029297 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -9494.029 nChanged 72
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: -9568.653320 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -9568.653 nChanged 15
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: -9591.329102 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -9591.329 nChanged 8
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: -9599.958984 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -9599.959 nChanged 4
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: -9602.638672 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -9602.639 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: -9610.168945 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -9610.169 nChanged 5
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: -9619.023438 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -9619.023 nChanged 3
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: -9627.911133 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -9627.911 nChanged 5
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: -9635.304688 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -9635.305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9641.342773 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -9641.343 nChanged 2
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: -9644.089844 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -9644.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9647.684570 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -9647.685 nChanged 2
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: -9649.186523 Penalty: 502.452942
	Iteration 12Q: 3 clusters Score -9649.187 nChanged 0
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: -9649.186523 Penalty: 502.452942
	Iteration 13F: 3 clusters Score -9649.187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (187972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187972 members 
Entering Unmasked Estep 
Score: -9423041.000000 Penalty: 552.554199
	Iteration 0F: 2 clusters Score -9423041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94277 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -9295625.000000 Penalty: 1105.108398
	Iteration 0F: 3 clusters Score -9295625 nChanged 92518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108693 members 
Mstep: Class 2 contains 79279 members 
Entering Unmasked Estep 
Score: -9354220.000000 Penalty: 1105.108398
	Iteration 1F: 3 clusters Score -9354220 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -9358864.000000 Penalty: 1105.108398
	Iteration 2F: 3 clusters Score -9358864 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130280 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -9366609.000000 Penalty: 1105.108398
	Iteration 3F: 3 clusters Score -9366609 nChanged 15965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146083 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -9379383.000000 Penalty: 1105.108398
	Iteration 4F: 3 clusters Score -9379383 nChanged 16957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -9395934.000000 Penalty: 1105.108398
	Iteration 5F: 3 clusters Score -9395934 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176983 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -9411260.000000 Penalty: 1105.108398
	Iteration 6F: 3 clusters Score -9411260 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184750 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -9419572.000000 Penalty: 1105.108398
	Iteration 7Q: 3 clusters Score -9419572 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187295 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9421983.000000 Penalty: 1105.108398
	Iteration 8Q: 3 clusters Score -9421983 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187793 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9422400.000000 Penalty: 1105.108398
	Iteration 9Q: 3 clusters Score -9422400 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187900 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9422496.000000 Penalty: 1105.108398
	Iteration 10Q: 3 clusters Score -9422496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187920 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9422517.000000 Penalty: 1105.108398
	Iteration 11Q: 3 clusters Score -9422517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187921 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9422521.000000 Penalty: 1105.108398
	Iteration 12Q: 3 clusters Score -9422521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187925 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9422525.000000 Penalty: 1105.108398
	Iteration 13Q: 3 clusters Score -9422525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187926 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9422530.000000 Penalty: 1105.108398
	Iteration 14Q: 3 clusters Score -9422530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187927 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9422531.000000 Penalty: 1105.108398
	Iteration 15Q: 3 clusters Score -9422531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187927 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9422531.000000 Penalty: 1105.108398
	Iteration 16F: 3 clusters Score -9422531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -12576.072266 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -12576.07 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 147 members 
Entering Unmasked Estep 
Score: -12231.766602 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -12231.77 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12416.872070 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -12416.87 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12495.506836 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -12495.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12529.500000 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -12529.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12544.452148 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -12544.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12549.685547 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -12549.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12555.152344 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -12555.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12557.326172 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -12557.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12562.088867 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -12562.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12586.606445 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -12586.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12617.586914 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -12617.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12695.108398 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -12695.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12715.368164 Penalty: 515.012878
	Iteration 12Q: 3 clusters Score -12715.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12732.066406 Penalty: 515.012878
	Iteration 13Q: 3 clusters Score -12732.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12749.123047 Penalty: 515.012878
	Iteration 14Q: 3 clusters Score -12749.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12790.543945 Penalty: 515.012878
	Iteration 15Q: 3 clusters Score -12790.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12815.502930 Penalty: 515.012878
	Iteration 16Q: 3 clusters Score -12815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12827.166016 Penalty: 515.012878
	Iteration 17Q: 3 clusters Score -12827.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12841.238281 Penalty: 515.012878
	Iteration 18Q: 3 clusters Score -12841.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12851.775391 Penalty: 515.012878
	Iteration 19Q: 3 clusters Score -12851.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12859.767578 Penalty: 515.012878
	Iteration 20F: 3 clusters Score -12859.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12901.763672 Penalty: 515.012878
	Iteration 21Q: 3 clusters Score -12901.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12902.798828 Penalty: 515.012878
	Iteration 22Q: 3 clusters Score -12902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12902.798828 Penalty: 515.012878
	Iteration 23F: 3 clusters Score -12902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 34954 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 8090 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 179 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 735 members 
Mstep: Class 43 contains 73156 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 1237 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Mstep: Class 49 contains 58173 members 
Mstep: Class 50 contains 903 members 
Mstep: Class 51 contains 183530 members 
Mstep: Class 52 contains 1839 members 
Mstep: Class 53 contains 2511 members 
Mstep: Class 54 contains 1012 members 
Mstep: Class 55 contains 108 members 
Entering Unmasked Estep 
Score: -90684928.000000 Penalty: 36264.554688
Splitting cluster 36 changes total score from -90659648.000000 to -90684928.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 37 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -7349.584473 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -7349.584 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 132 members 
Entering Unmasked Estep 
Score: -7018.725586 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -7018.726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7090.654785 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -7090.655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7114.867188 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -7114.867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7120.649902 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -7120.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7124.636230 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -7124.636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7129.131348 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -7129.131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7131.224609 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -7131.225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7133.150391 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -7133.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7135.181641 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -7135.182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -7135.714844 Penalty: 510.127991
	Iteration 9Q: 3 clusters Score -7135.715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7136.223633 Penalty: 510.127991
	Iteration 10Q: 3 clusters Score -7136.224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7139.356445 Penalty: 510.127991
	Iteration 11Q: 3 clusters Score -7139.356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7141.450195 Penalty: 510.127991
	Iteration 12Q: 3 clusters Score -7141.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7145.921387 Penalty: 510.127991
	Iteration 13Q: 3 clusters Score -7145.921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7148.685059 Penalty: 510.127991
	Iteration 14Q: 3 clusters Score -7148.685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7149.898926 Penalty: 510.127991
	Iteration 15Q: 3 clusters Score -7149.899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7151.801758 Penalty: 510.127991
	Iteration 16Q: 3 clusters Score -7151.802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7152.123535 Penalty: 510.127991
	Iteration 17Q: 3 clusters Score -7152.124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7152.463379 Penalty: 510.127991
	Iteration 18Q: 3 clusters Score -7152.463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7155.920410 Penalty: 510.127991
	Iteration 19Q: 3 clusters Score -7155.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7162.624512 Penalty: 510.127991
	Iteration 20F: 3 clusters Score -7162.625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7169.801270 Penalty: 510.127991
	Iteration 21Q: 3 clusters Score -7169.801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7176.537109 Penalty: 510.127991
	Iteration 22Q: 3 clusters Score -7176.537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7180.156250 Penalty: 510.127991
	Iteration 23Q: 3 clusters Score -7180.156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7185.374512 Penalty: 510.127991
	Iteration 24Q: 3 clusters Score -7185.375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7191.053711 Penalty: 510.127991
	Iteration 25Q: 3 clusters Score -7191.054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7192.720703 Penalty: 510.127991
	Iteration 26Q: 3 clusters Score -7192.721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7194.017090 Penalty: 510.127991
	Iteration 27Q: 3 clusters Score -7194.017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7194.017090 Penalty: 510.127991
	Iteration 28F: 3 clusters Score -7194.017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Entering Unmasked Estep 
Score: -540101.312500 Penalty: 419.980438
	Iteration 0F: 2 clusters Score -540101.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -533320.687500 Penalty: 839.960876
	Iteration 0F: 3 clusters Score -533320.7 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -535966.875000 Penalty: 839.960876
	Iteration 1F: 3 clusters Score -535966.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -536219.562500 Penalty: 839.960876
	Iteration 2Q: 3 clusters Score -536219.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -536555.312500 Penalty: 839.960876
	Iteration 3Q: 3 clusters Score -536555.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -537006.625000 Penalty: 839.960876
	Iteration 4F: 3 clusters Score -537006.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -537480.312500 Penalty: 839.960876
	Iteration 5F: 3 clusters Score -537480.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -537899.125000 Penalty: 839.960876
	Iteration 6F: 3 clusters Score -537899.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -538252.125000 Penalty: 839.960876
	Iteration 7Q: 3 clusters Score -538252.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -538533.250000 Penalty: 839.960876
	Iteration 8Q: 3 clusters Score -538533.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -538749.625000 Penalty: 839.960876
	Iteration 9Q: 3 clusters Score -538749.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -538936.187500 Penalty: 839.960876
	Iteration 10Q: 3 clusters Score -538936.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -539116.625000 Penalty: 839.960876
	Iteration 11Q: 3 clusters Score -539116.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -539263.125000 Penalty: 839.960876
	Iteration 12Q: 3 clusters Score -539263.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -539370.125000 Penalty: 839.960876
	Iteration 13Q: 3 clusters Score -539370.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -539470.250000 Penalty: 839.960876
	Iteration 14Q: 3 clusters Score -539470.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -539548.625000 Penalty: 839.960876
	Iteration 15Q: 3 clusters Score -539548.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -539601.750000 Penalty: 839.960876
	Iteration 16Q: 3 clusters Score -539601.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -539642.687500 Penalty: 839.960876
	Iteration 17Q: 3 clusters Score -539642.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -539676.312500 Penalty: 839.960876
	Iteration 18Q: 3 clusters Score -539676.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -539701.875000 Penalty: 839.960876
	Iteration 19Q: 3 clusters Score -539701.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -539713.875000 Penalty: 839.960876
	Iteration 20F: 3 clusters Score -539713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -539718.875000 Penalty: 839.960876
	Iteration 21Q: 3 clusters Score -539718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -539724.000000 Penalty: 839.960876
	Iteration 22Q: 3 clusters Score -539724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -539731.375000 Penalty: 839.960876
	Iteration 23Q: 3 clusters Score -539731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -539732.187500 Penalty: 839.960876
	Iteration 24Q: 3 clusters Score -539732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -539732.937500 Penalty: 839.960876
	Iteration 25Q: 3 clusters Score -539732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -539732.937500 Penalty: 839.960876
	Iteration 26F: 3 clusters Score -539732.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -101710.539062 Penalty: 348.104340
	Iteration 0F: 2 clusters Score -101710.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -100216.148438 Penalty: 696.208679
	Iteration 0F: 3 clusters Score -100216.1 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -100666.937500 Penalty: 696.208679
	Iteration 1F: 3 clusters Score -100666.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -100709.726562 Penalty: 696.208679
	Iteration 2Q: 3 clusters Score -100709.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -100741.156250 Penalty: 696.208679
	Iteration 3Q: 3 clusters Score -100741.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -100791.210938 Penalty: 696.208679
	Iteration 4Q: 3 clusters Score -100791.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -100855.046875 Penalty: 696.208679
	Iteration 5F: 3 clusters Score -100855 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -100937.859375 Penalty: 696.208679
	Iteration 6F: 3 clusters Score -100937.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101064.195312 Penalty: 696.208679
	Iteration 7F: 3 clusters Score -101064.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101189.703125 Penalty: 696.208679
	Iteration 8F: 3 clusters Score -101189.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -101297.023438 Penalty: 696.208679
	Iteration 9Q: 3 clusters Score -101297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -101394.296875 Penalty: 696.208679
	Iteration 10Q: 3 clusters Score -101394.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -101459.984375 Penalty: 696.208679
	Iteration 11Q: 3 clusters Score -101460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -101503.101562 Penalty: 696.208679
	Iteration 12Q: 3 clusters Score -101503.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -101522.617188 Penalty: 696.208679
	Iteration 13Q: 3 clusters Score -101522.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -101530.210938 Penalty: 696.208679
	Iteration 14Q: 3 clusters Score -101530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -101533.789062 Penalty: 696.208679
	Iteration 15Q: 3 clusters Score -101533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -101537.492188 Penalty: 696.208679
	Iteration 16Q: 3 clusters Score -101537.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -101541.507812 Penalty: 696.208679
	Iteration 17Q: 3 clusters Score -101541.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -101543.406250 Penalty: 696.208679
	Iteration 18Q: 3 clusters Score -101543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -101546.031250 Penalty: 696.208679
	Iteration 19Q: 3 clusters Score -101546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -101548.515625 Penalty: 696.208679
	Iteration 20F: 3 clusters Score -101548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -101549.945312 Penalty: 696.208679
	Iteration 21Q: 3 clusters Score -101549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -101551.554688 Penalty: 696.208679
	Iteration 22Q: 3 clusters Score -101551.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -101552.593750 Penalty: 696.208679
	Iteration 23Q: 3 clusters Score -101552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101552.882812 Penalty: 696.208679
	Iteration 24Q: 3 clusters Score -101552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101552.882812 Penalty: 696.208679
	Iteration 25F: 3 clusters Score -101552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (78749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78749 members 
Entering Unmasked Estep 
Score: -4006294.500000 Penalty: 512.967957
	Iteration 0F: 2 clusters Score -4006294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -3953278.750000 Penalty: 1025.935913
	Iteration 0F: 3 clusters Score -3953279 nChanged 38492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -3976773.750000 Penalty: 1025.935913
	Iteration 1F: 3 clusters Score -3976774 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -3978449.750000 Penalty: 1025.935913
	Iteration 2Q: 3 clusters Score -3978450 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -3981257.750000 Penalty: 1025.935913
	Iteration 3F: 3 clusters Score -3981258 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -3985517.500000 Penalty: 1025.935913
	Iteration 4F: 3 clusters Score -3985518 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -3990719.500000 Penalty: 1025.935913
	Iteration 5F: 3 clusters Score -3990720 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -3995363.750000 Penalty: 1025.935913
	Iteration 6F: 3 clusters Score -3995364 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -3997875.250000 Penalty: 1025.935913
	Iteration 7F: 3 clusters Score -3997875 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -3998877.250000 Penalty: 1025.935913
	Iteration 8Q: 3 clusters Score -3998877 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -3999488.750000 Penalty: 1025.935913
	Iteration 9Q: 3 clusters Score -3999489 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -3999939.750000 Penalty: 1025.935913
	Iteration 10Q: 3 clusters Score -3999940 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -4000426.500000 Penalty: 1025.935913
	Iteration 11Q: 3 clusters Score -4000426 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -4000794.250000 Penalty: 1025.935913
	Iteration 12Q: 3 clusters Score -4000794 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -4001139.250000 Penalty: 1025.935913
	Iteration 13Q: 3 clusters Score -4001139 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -4001470.500000 Penalty: 1025.935913
	Iteration 14Q: 3 clusters Score -4001470 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -4001750.000000 Penalty: 1025.935913
	Iteration 15Q: 3 clusters Score -4001750 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -4001949.250000 Penalty: 1025.935913
	Iteration 16Q: 3 clusters Score -4001949 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -4002095.250000 Penalty: 1025.935913
	Iteration 17Q: 3 clusters Score -4002095 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -4002209.750000 Penalty: 1025.935913
	Iteration 18Q: 3 clusters Score -4002210 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -4002297.500000 Penalty: 1025.935913
	Iteration 19Q: 3 clusters Score -4002298 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -4002363.250000 Penalty: 1025.935913
	Iteration 20F: 3 clusters Score -4002363 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -4002416.000000 Penalty: 1025.935913
	Iteration 21Q: 3 clusters Score -4002416 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -4002462.250000 Penalty: 1025.935913
	Iteration 22Q: 3 clusters Score -4002462 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -4002520.250000 Penalty: 1025.935913
	Iteration 23Q: 3 clusters Score -4002520 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -4002541.250000 Penalty: 1025.935913
	Iteration 24Q: 3 clusters Score -4002541 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -4002600.750000 Penalty: 1025.935913
	Iteration 25Q: 3 clusters Score -4002601 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -4002632.000000 Penalty: 1025.935913
	Iteration 26Q: 3 clusters Score -4002632 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -4002658.750000 Penalty: 1025.935913
	Iteration 27Q: 3 clusters Score -4002659 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -4002673.750000 Penalty: 1025.935913
	Iteration 28Q: 3 clusters Score -4002674 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -4002708.000000 Penalty: 1025.935913
	Iteration 29Q: 3 clusters Score -4002708 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -4002730.750000 Penalty: 1025.935913
	Iteration 30Q: 3 clusters Score -4002731 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -4002784.500000 Penalty: 1025.935913
	Iteration 31Q: 3 clusters Score -4002784 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -4002804.000000 Penalty: 1025.935913
	Iteration 32Q: 3 clusters Score -4002804 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -4002837.500000 Penalty: 1025.935913
	Iteration 33Q: 3 clusters Score -4002838 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -4002864.250000 Penalty: 1025.935913
	Iteration 34Q: 3 clusters Score -4002864 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -4002894.750000 Penalty: 1025.935913
	Iteration 35Q: 3 clusters Score -4002895 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -4002915.000000 Penalty: 1025.935913
	Iteration 36Q: 3 clusters Score -4002915 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -4002959.250000 Penalty: 1025.935913
	Iteration 37Q: 3 clusters Score -4002959 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -4002965.250000 Penalty: 1025.935913
	Iteration 38Q: 3 clusters Score -4002965 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -4002986.750000 Penalty: 1025.935913
	Iteration 39Q: 3 clusters Score -4002987 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -4002996.750000 Penalty: 1025.935913
	Iteration 40F: 3 clusters Score -4002997 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -4003010.000000 Penalty: 1025.935913
	Iteration 41Q: 3 clusters Score -4003010 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -4003018.500000 Penalty: 1025.935913
	Iteration 42Q: 3 clusters Score -4003018 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -4003033.000000 Penalty: 1025.935913
	Iteration 43Q: 3 clusters Score -4003033 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -4003059.500000 Penalty: 1025.935913
	Iteration 44Q: 3 clusters Score -4003060 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -4003085.750000 Penalty: 1025.935913
	Iteration 45Q: 3 clusters Score -4003086 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -4003124.000000 Penalty: 1025.935913
	Iteration 46Q: 3 clusters Score -4003124 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4003177 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4003197 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4003229 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4003251 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4003282 nChanged 185
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Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4003309 nChanged 149
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Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4003337 nChanged 157
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Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4003347 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4003380 nChanged 177
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Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4003410 nChanged 189
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Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4003438 nChanged 181
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Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4003449 nChanged 179
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Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4003482 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4003508 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4003546 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4003582 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4003626 nChanged 158
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Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4003638 nChanged 136
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Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4003663 nChanged 112
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Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4003678 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4003704 nChanged 124
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Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4003730 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4003746 nChanged 112
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Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4003764 nChanged 108
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Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4003811 nChanged 76
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Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4003822 nChanged 70
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Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4003830 nChanged 71
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Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4003836 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4003843 nChanged 68
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Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4003864 nChanged 72
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Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4003867 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4003907 nChanged 93
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Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4003922 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4003921 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4003942 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4003960 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4003977 nChanged 98
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Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4004012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4004029 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4004032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4004053 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4004075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4004082 nChanged 74
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Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4004104 nChanged 61
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Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4004098 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4004109 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4004122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4004132 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4004134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -4004142.750000 Penalty: 1025.935913
	Iteration 104Q: 3 clusters Score -4004143 nChanged 59
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Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4004160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4004160 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4004166 nChanged 59
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Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4004167 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15948 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4004175 nChanged 43
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Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4004174 nChanged 40
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Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4004181 nChanged 44
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Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4004189 nChanged 51
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Mstep: Class 1 contains 15770 members 
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	Iteration 113Q: 3 clusters Score -4004181 nChanged 48
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Mstep: Class 1 contains 15724 members 
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	Iteration 114Q: 3 clusters Score -4004186 nChanged 44
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Mstep: Class 1 contains 15682 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4004192 nChanged 54
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Mstep: Class 1 contains 15628 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4004204 nChanged 56
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Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4004210 nChanged 60
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Mstep: Class 1 contains 15512 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4004218 nChanged 53
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Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4004227 nChanged 52
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Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4004232 nChanged 67
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Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4004246 nChanged 65
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Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 63472 members 
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	Iteration 122Q: 3 clusters Score -4004264 nChanged 64
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Mstep: Class 1 contains 15213 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4004259 nChanged 82
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Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 63618 members 
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	Iteration 124Q: 3 clusters Score -4004280 nChanged 67
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Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4004293 nChanged 71
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Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 63756 members 
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	Iteration 126Q: 3 clusters Score -4004312 nChanged 81
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Mstep: Class 1 contains 14912 members 
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	Iteration 127Q: 3 clusters Score -4004320 nChanged 77
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Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 63912 members 
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	Iteration 128Q: 3 clusters Score -4004318 nChanged 90
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Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4004341 nChanged 96
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Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 64098 members 
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	Iteration 130Q: 3 clusters Score -4004365 nChanged 79
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Mstep: Class 2 contains 64177 members 
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	Iteration 131Q: 3 clusters Score -4004381 nChanged 81
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Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4004396 nChanged 78
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Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4004408 nChanged 77
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Mstep: Class 1 contains 14336 members 
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	Iteration 134Q: 3 clusters Score -4004418 nChanged 72
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Mstep: Class 1 contains 14264 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4004437 nChanged 76
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4004453 nChanged 74
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Mstep: Class 1 contains 14114 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4004461 nChanged 63
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Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4004471 nChanged 70
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Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4004472 nChanged 71
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Mstep: Class 2 contains 64903 members 
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Mstep: Class 2 contains 64973 members 
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Mstep: Class 2 contains 65566 members 
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Mstep: Class 1 contains 12999 members 
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Mstep: Class 1 contains 10115 members 
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Mstep: Class 1 contains 10002 members 
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Mstep: Class 1 contains 9862 members 
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Mstep: Class 1 contains 9744 members 
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Mstep: Class 1 contains 9633 members 
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Mstep: Class 1 contains 9530 members 
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Mstep: Class 1 contains 8825 members 
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Mstep: Class 1 contains 8760 members 
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Mstep: Class 1 contains 8360 members 
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Mstep: Class 1 contains 8331 members 
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Mstep: Class 1 contains 8304 members 
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Mstep: Class 1 contains 8275 members 
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Mstep: Class 1 contains 8217 members 
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	Iteration 222Q: 3 clusters Score -4005658 nChanged 8
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	Iteration 231Q: 3 clusters Score -4005684 nChanged 16
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Score: -4005689.500000 Penalty: 1025.935913
	Iteration 232Q: 3 clusters Score -4005690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -4005691.500000 Penalty: 1025.935913
	Iteration 233Q: 3 clusters Score -4005692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -4005695.000000 Penalty: 1025.935913
	Iteration 234Q: 3 clusters Score -4005695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -4005699.500000 Penalty: 1025.935913
	Iteration 235Q: 3 clusters Score -4005700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -4005697.250000 Penalty: 1025.935913
	Iteration 236Q: 3 clusters Score -4005697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -4005697.500000 Penalty: 1025.935913
	Iteration 237Q: 3 clusters Score -4005698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -4005703.500000 Penalty: 1025.935913
	Iteration 238Q: 3 clusters Score -4005704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -4005704.500000 Penalty: 1025.935913
	Iteration 239Q: 3 clusters Score -4005704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -4005720.250000 Penalty: 1025.935913
	Iteration 240F: 3 clusters Score -4005720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -4005728.000000 Penalty: 1025.935913
	Iteration 241Q: 3 clusters Score -4005728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -4005730.000000 Penalty: 1025.935913
	Iteration 242Q: 3 clusters Score -4005730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -4005728.750000 Penalty: 1025.935913
	Iteration 243Q: 3 clusters Score -4005729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -4005727.000000 Penalty: 1025.935913
	Iteration 244Q: 3 clusters Score -4005727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -4005731.250000 Penalty: 1025.935913
	Iteration 245Q: 3 clusters Score -4005731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -4005742.000000 Penalty: 1025.935913
	Iteration 246Q: 3 clusters Score -4005742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -4005745.500000 Penalty: 1025.935913
	Iteration 247Q: 3 clusters Score -4005746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -4005750.250000 Penalty: 1025.935913
	Iteration 248Q: 3 clusters Score -4005750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 71216 members 
Entering Unmasked Estep 
Score: -4005750.500000 Penalty: 1025.935913
	Iteration 249Q: 3 clusters Score -4005750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -4005754.000000 Penalty: 1025.935913
	Iteration 250Q: 3 clusters Score -4005754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -4005756.000000 Penalty: 1025.935913
	Iteration 251Q: 3 clusters Score -4005756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -4005757.000000 Penalty: 1025.935913
	Iteration 252Q: 3 clusters Score -4005757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -4005756.500000 Penalty: 1025.935913
	Iteration 253Q: 3 clusters Score -4005756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -4005766.750000 Penalty: 1025.935913
	Iteration 254Q: 3 clusters Score -4005767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -4005771.000000 Penalty: 1025.935913
	Iteration 255Q: 3 clusters Score -4005771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -4005772.500000 Penalty: 1025.935913
	Iteration 256Q: 3 clusters Score -4005772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -4005776.500000 Penalty: 1025.935913
	Iteration 257Q: 3 clusters Score -4005776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -4005779.000000 Penalty: 1025.935913
	Iteration 258Q: 3 clusters Score -4005779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -4005777.750000 Penalty: 1025.935913
	Iteration 259Q: 3 clusters Score -4005778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 71348 members 
Entering Unmasked Estep 
Score: -4005780.500000 Penalty: 1025.935913
	Iteration 260F: 3 clusters Score -4005780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -4005782.250000 Penalty: 1025.935913
	Iteration 261Q: 3 clusters Score -4005782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -4005782.000000 Penalty: 1025.935913
	Iteration 262Q: 3 clusters Score -4005782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -4005776.250000 Penalty: 1025.935913
	Iteration 263Q: 3 clusters Score -4005776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -4005777.250000 Penalty: 1025.935913
	Iteration 264Q: 3 clusters Score -4005777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -4005783.500000 Penalty: 1025.935913
	Iteration 265Q: 3 clusters Score -4005784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -4005782.250000 Penalty: 1025.935913
	Iteration 266Q: 3 clusters Score -4005782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -4005786.500000 Penalty: 1025.935913
	Iteration 267Q: 3 clusters Score -4005786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -4005782.750000 Penalty: 1025.935913
	Iteration 268Q: 3 clusters Score -4005783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -4005794.750000 Penalty: 1025.935913
	Iteration 269Q: 3 clusters Score -4005795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -4005791.750000 Penalty: 1025.935913
	Iteration 270Q: 3 clusters Score -4005792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -4005791.500000 Penalty: 1025.935913
	Iteration 271Q: 3 clusters Score -4005792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -4005793.000000 Penalty: 1025.935913
	Iteration 272Q: 3 clusters Score -4005793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -4005796.750000 Penalty: 1025.935913
	Iteration 273Q: 3 clusters Score -4005797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -4005799.750000 Penalty: 1025.935913
	Iteration 274Q: 3 clusters Score -4005800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 71598 members 
Entering Unmasked Estep 
Score: -4005806.750000 Penalty: 1025.935913
	Iteration 275Q: 3 clusters Score -4005807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -4005813.500000 Penalty: 1025.935913
	Iteration 276Q: 3 clusters Score -4005814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 71629 members 
Entering Unmasked Estep 
Score: -4005819.500000 Penalty: 1025.935913
	Iteration 277Q: 3 clusters Score -4005820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -4005824.250000 Penalty: 1025.935913
	Iteration 278Q: 3 clusters Score -4005824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -4005819.750000 Penalty: 1025.935913
	Iteration 279Q: 3 clusters Score -4005820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -4005817.500000 Penalty: 1025.935913
	Iteration 280F: 3 clusters Score -4005818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -4005820.750000 Penalty: 1025.935913
	Iteration 281Q: 3 clusters Score -4005821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -4005827.000000 Penalty: 1025.935913
	Iteration 282Q: 3 clusters Score -4005827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
Score: -4005832.750000 Penalty: 1025.935913
	Iteration 283Q: 3 clusters Score -4005833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -4005839.000000 Penalty: 1025.935913
	Iteration 284Q: 3 clusters Score -4005839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -4005837.250000 Penalty: 1025.935913
	Iteration 285Q: 3 clusters Score -4005837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -4005835.000000 Penalty: 1025.935913
	Iteration 286Q: 3 clusters Score -4005835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -4005835.500000 Penalty: 1025.935913
	Iteration 287Q: 3 clusters Score -4005836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -4005835.500000 Penalty: 1025.935913
	Iteration 288Q: 3 clusters Score -4005836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -4005836.250000 Penalty: 1025.935913
	Iteration 289Q: 3 clusters Score -4005836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -4005836.500000 Penalty: 1025.935913
	Iteration 290Q: 3 clusters Score -4005836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -4005836.500000 Penalty: 1025.935913
	Iteration 291F: 3 clusters Score -4005836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -35493.882812 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -35493.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34884.691406 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -34884.69 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -35232.593750 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -35232.59 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -35383.292969 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -35383.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35479.480469 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -35479.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -35595.359375 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -35595.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -35653.875000 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -35653.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -35674.046875 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -35674.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -35700.468750 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -35700.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -35757.128906 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -35757.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -35793.058594 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -35793.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35860.410156 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -35860.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -35929.507812 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -35929.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -35944.070312 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -35944.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -35953.113281 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -35953.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -35960.554688 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -35960.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -35961.804688 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -35961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -35962.742188 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -35962.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -35964.574219 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -35964.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -35965.855469 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -35965.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -35970.097656 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -35970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -35975.984375 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -35975.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -35979.773438 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -35979.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -35981.464844 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -35981.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -35985.023438 Penalty: 600.588257
	Iteration 23Q: 3 clusters Score -35985.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -35986.964844 Penalty: 600.588257
	Iteration 24Q: 3 clusters Score -35986.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -35987.355469 Penalty: 600.588257
	Iteration 25Q: 3 clusters Score -35987.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -35987.355469 Penalty: 600.588257
	Iteration 26F: 3 clusters Score -35987.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 34954 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 8090 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 179 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 158 members 
Mstep: Class 43 contains 73156 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 1237 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Mstep: Class 49 contains 58173 members 
Mstep: Class 50 contains 903 members 
Mstep: Class 51 contains 183530 members 
Mstep: Class 52 contains 1839 members 
Mstep: Class 53 contains 2511 members 
Mstep: Class 54 contains 1012 members 
Mstep: Class 55 contains 108 members 
Mstep: Class 56 contains 577 members 
Entering Unmasked Estep 
Score: -90685296.000000 Penalty: 36923.910156
Splitting cluster 42 changes total score from -90659648.000000 to -90685296.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 43 (73156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Entering Unmasked Estep 
Score: -3641586.000000 Penalty: 509.615906
	Iteration 0F: 2 clusters Score -3641586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -3592219.000000 Penalty: 1019.231812
	Iteration 0F: 3 clusters Score -3592219 nChanged 35705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -3614791.500000 Penalty: 1019.231812
	Iteration 1F: 3 clusters Score -3614792 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -3617958.000000 Penalty: 1019.231812
	Iteration 2F: 3 clusters Score -3617958 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -3623318.000000 Penalty: 1019.231812
	Iteration 3F: 3 clusters Score -3623318 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -3630109.500000 Penalty: 1019.231812
	Iteration 4F: 3 clusters Score -3630110 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3635547.750000 Penalty: 1019.231812
	Iteration 5F: 3 clusters Score -3635548 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -3638044.250000 Penalty: 1019.231812
	Iteration 6F: 3 clusters Score -3638044 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3639479.750000 Penalty: 1019.231812
	Iteration 7Q: 3 clusters Score -3639480 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3640639.750000 Penalty: 1019.231812
	Iteration 8Q: 3 clusters Score -3640640 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3641658.750000 Penalty: 1019.231812
	Iteration 9Q: 3 clusters Score -3641659 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3642392.000000 Penalty: 1019.231812
	Iteration 10Q: 3 clusters Score -3642392 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3642885.250000 Penalty: 1019.231812
	Iteration 11Q: 3 clusters Score -3642885 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3643098.750000 Penalty: 1019.231812
	Iteration 12Q: 3 clusters Score -3643099 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3643202.750000 Penalty: 1019.231812
	Iteration 13Q: 3 clusters Score -3643203 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3643261.750000 Penalty: 1019.231812
	Iteration 14Q: 3 clusters Score -3643262 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3643298.000000 Penalty: 1019.231812
	Iteration 15Q: 3 clusters Score -3643298 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3643331.250000 Penalty: 1019.231812
	Iteration 16Q: 3 clusters Score -3643331 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3643329.000000 Penalty: 1019.231812
	Iteration 17Q: 3 clusters Score -3643329 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3643345.250000 Penalty: 1019.231812
	Iteration 18Q: 3 clusters Score -3643345 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3643346.750000 Penalty: 1019.231812
	Iteration 19Q: 3 clusters Score -3643347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3643360.750000 Penalty: 1019.231812
	Iteration 20F: 3 clusters Score -3643361 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3643364.000000 Penalty: 1019.231812
	Iteration 21Q: 3 clusters Score -3643364 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3643373.750000 Penalty: 1019.231812
	Iteration 22Q: 3 clusters Score -3643374 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3643385.250000 Penalty: 1019.231812
	Iteration 23Q: 3 clusters Score -3643385 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3643382.250000 Penalty: 1019.231812
	Iteration 24Q: 3 clusters Score -3643382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3643373.250000 Penalty: 1019.231812
	Iteration 25Q: 3 clusters Score -3643373 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -3643363.750000 Penalty: 1019.231812
	Iteration 26Q: 3 clusters Score -3643364 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3643358.750000 Penalty: 1019.231812
	Iteration 27Q: 3 clusters Score -3643359 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3643369.250000 Penalty: 1019.231812
	Iteration 28Q: 3 clusters Score -3643369 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3643379.750000 Penalty: 1019.231812
	Iteration 29Q: 3 clusters Score -3643380 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3643390.000000 Penalty: 1019.231812
	Iteration 30Q: 3 clusters Score -3643390 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3643389.500000 Penalty: 1019.231812
	Iteration 31Q: 3 clusters Score -3643390 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3643396.750000 Penalty: 1019.231812
	Iteration 32Q: 3 clusters Score -3643397 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3643396.750000 Penalty: 1019.231812
	Iteration 33Q: 3 clusters Score -3643397 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3643404.250000 Penalty: 1019.231812
	Iteration 34Q: 3 clusters Score -3643404 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3643406.000000 Penalty: 1019.231812
	Iteration 35Q: 3 clusters Score -3643406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3643418.000000 Penalty: 1019.231812
	Iteration 36Q: 3 clusters Score -3643418 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3643423.500000 Penalty: 1019.231812
	Iteration 37Q: 3 clusters Score -3643424 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3643419.250000 Penalty: 1019.231812
	Iteration 38Q: 3 clusters Score -3643419 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3643411.000000 Penalty: 1019.231812
	Iteration 39Q: 3 clusters Score -3643411 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3643421.750000 Penalty: 1019.231812
	Iteration 40F: 3 clusters Score -3643422 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -3643427.250000 Penalty: 1019.231812
	Iteration 41Q: 3 clusters Score -3643427 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3643427.250000 Penalty: 1019.231812
	Iteration 42Q: 3 clusters Score -3643427 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3643444.250000 Penalty: 1019.231812
	Iteration 43Q: 3 clusters Score -3643444 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3643443.750000 Penalty: 1019.231812
	Iteration 44Q: 3 clusters Score -3643444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3643457.500000 Penalty: 1019.231812
	Iteration 45Q: 3 clusters Score -3643458 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3643478.750000 Penalty: 1019.231812
	Iteration 46Q: 3 clusters Score -3643479 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3643479.250000 Penalty: 1019.231812
	Iteration 47Q: 3 clusters Score -3643479 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3643480.000000 Penalty: 1019.231812
	Iteration 48Q: 3 clusters Score -3643480 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3643487.000000 Penalty: 1019.231812
	Iteration 49Q: 3 clusters Score -3643487 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3643496.500000 Penalty: 1019.231812
	Iteration 50Q: 3 clusters Score -3643496 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3643500.750000 Penalty: 1019.231812
	Iteration 51Q: 3 clusters Score -3643501 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3643508.750000 Penalty: 1019.231812
	Iteration 52Q: 3 clusters Score -3643509 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3643505.250000 Penalty: 1019.231812
	Iteration 53Q: 3 clusters Score -3643505 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3643504.500000 Penalty: 1019.231812
	Iteration 54Q: 3 clusters Score -3643504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3643502.250000 Penalty: 1019.231812
	Iteration 55Q: 3 clusters Score -3643502 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3643502.000000 Penalty: 1019.231812
	Iteration 56Q: 3 clusters Score -3643502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3643507.250000 Penalty: 1019.231812
	Iteration 57Q: 3 clusters Score -3643507 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -3643520.750000 Penalty: 1019.231812
	Iteration 58Q: 3 clusters Score -3643521 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3643524.750000 Penalty: 1019.231812
	Iteration 59Q: 3 clusters Score -3643525 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3643529.500000 Penalty: 1019.231812
	Iteration 60F: 3 clusters Score -3643530 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3643525.000000 Penalty: 1019.231812
	Iteration 61Q: 3 clusters Score -3643525 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3643519.000000 Penalty: 1019.231812
	Iteration 62Q: 3 clusters Score -3643519 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3643527.750000 Penalty: 1019.231812
	Iteration 63Q: 3 clusters Score -3643528 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3643532.500000 Penalty: 1019.231812
	Iteration 64Q: 3 clusters Score -3643532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3643539.250000 Penalty: 1019.231812
	Iteration 65Q: 3 clusters Score -3643539 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3643536.500000 Penalty: 1019.231812
	Iteration 66Q: 3 clusters Score -3643536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3643538.500000 Penalty: 1019.231812
	Iteration 67Q: 3 clusters Score -3643538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3643538.750000 Penalty: 1019.231812
	Iteration 68Q: 3 clusters Score -3643539 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3643541.500000 Penalty: 1019.231812
	Iteration 69Q: 3 clusters Score -3643542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3643547.500000 Penalty: 1019.231812
	Iteration 70Q: 3 clusters Score -3643548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3643545.250000 Penalty: 1019.231812
	Iteration 71Q: 3 clusters Score -3643545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3643549.750000 Penalty: 1019.231812
	Iteration 72Q: 3 clusters Score -3643550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3643557.750000 Penalty: 1019.231812
	Iteration 73Q: 3 clusters Score -3643558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3643551.000000 Penalty: 1019.231812
	Iteration 74Q: 3 clusters Score -3643551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3643549.750000 Penalty: 1019.231812
	Iteration 75Q: 3 clusters Score -3643550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3643553.250000 Penalty: 1019.231812
	Iteration 76Q: 3 clusters Score -3643553 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3643544.500000 Penalty: 1019.231812
	Iteration 77Q: 3 clusters Score -3643544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3643549.250000 Penalty: 1019.231812
	Iteration 78Q: 3 clusters Score -3643549 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3643561.000000 Penalty: 1019.231812
	Iteration 79Q: 3 clusters Score -3643561 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3643545.750000 Penalty: 1019.231812
	Iteration 80F: 3 clusters Score -3643546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3643552.000000 Penalty: 1019.231812
	Iteration 81Q: 3 clusters Score -3643552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3643556.500000 Penalty: 1019.231812
	Iteration 82Q: 3 clusters Score -3643556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3643561.500000 Penalty: 1019.231812
	Iteration 83Q: 3 clusters Score -3643562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3643562.500000 Penalty: 1019.231812
	Iteration 84Q: 3 clusters Score -3643562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3643557.250000 Penalty: 1019.231812
	Iteration 85Q: 3 clusters Score -3643557 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3643562.250000 Penalty: 1019.231812
	Iteration 86Q: 3 clusters Score -3643562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3643558.000000 Penalty: 1019.231812
	Iteration 87Q: 3 clusters Score -3643558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3643565.000000 Penalty: 1019.231812
	Iteration 88Q: 3 clusters Score -3643565 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3643570 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3643569 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3643571 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3643563 nChanged 70
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Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3643560 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3643575 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3643569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3643577 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3643581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3643570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3643572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3643568.250000 Penalty: 1019.231812
	Iteration 100F: 3 clusters Score -3643568 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3643581.500000 Penalty: 1019.231812
	Iteration 101Q: 3 clusters Score -3643582 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3643574.000000 Penalty: 1019.231812
	Iteration 102Q: 3 clusters Score -3643574 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3643575 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3643570 nChanged 74
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Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3643586 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3643588 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3643600 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3643603.500000 Penalty: 1019.231812
	Iteration 108Q: 3 clusters Score -3643604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3643597 nChanged 49
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Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3643607 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3643604 nChanged 42
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Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3643594 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3643592 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3643591 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3643596 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3643591 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3643590 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3643591 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3643591 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3643599 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3643599 nChanged 35
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Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3643596 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3643594 nChanged 33
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Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3643599 nChanged 35
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Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3643606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3643603.000000 Penalty: 1019.231812
	Iteration 126Q: 3 clusters Score -3643603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3643600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3643600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3643600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3643608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3643608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3643614.500000 Penalty: 1019.231812
	Iteration 132Q: 3 clusters Score -3643614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3643613.500000 Penalty: 1019.231812
	Iteration 133Q: 3 clusters Score -3643614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3643608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3643601.750000 Penalty: 1019.231812
	Iteration 135Q: 3 clusters Score -3643602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3643606 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3643608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3643601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3643601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3643595.250000 Penalty: 1019.231812
	Iteration 140F: 3 clusters Score -3643595 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61230 members 
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Entering Unmasked Estep 
Score: -3643602.250000 Penalty: 1019.231812
	Iteration 141Q: 3 clusters Score -3643602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3643607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3643614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3643605 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3643607 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3643611 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3643607 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61513 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3643602 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3643603.250000 Penalty: 1019.231812
	Iteration 149Q: 3 clusters Score -3643603 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3643608 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3643607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3643606 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3643610 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3643612.000000 Penalty: 1019.231812
	Iteration 154Q: 3 clusters Score -3643612 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61645 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3643606 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3643610 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3643618.250000 Penalty: 1019.231812
	Iteration 157Q: 3 clusters Score -3643618 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3643618 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61732 members 
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Entering Unmasked Estep 
Score: -3643615.500000 Penalty: 1019.231812
	Iteration 159Q: 3 clusters Score -3643616 nChanged 15
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Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3643616 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61760 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3643614 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3643614 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -3643618.250000 Penalty: 1019.231812
	Iteration 163Q: 3 clusters Score -3643618 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61796 members 
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	Iteration 164Q: 3 clusters Score -3643614 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3643609 nChanged 20
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Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3643606 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3643608 nChanged 26
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Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 11271 members 
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	Iteration 168Q: 3 clusters Score -3643607 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3643605 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3643604.750000 Penalty: 1019.231812
	Iteration 170Q: 3 clusters Score -3643605 nChanged 10
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Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 11233 members 
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	Iteration 171Q: 3 clusters Score -3643610 nChanged 10
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Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3643611.000000 Penalty: 1019.231812
	Iteration 172Q: 3 clusters Score -3643611 nChanged 11
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Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3643614 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3643619.750000 Penalty: 1019.231812
	Iteration 174Q: 3 clusters Score -3643620 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3643621.000000 Penalty: 1019.231812
	Iteration 175Q: 3 clusters Score -3643621 nChanged 17
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Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3643621 nChanged 14
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Mstep: Class 1 contains 62008 members 
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Entering Unmasked Estep 
Score: -3643622.000000 Penalty: 1019.231812
	Iteration 177Q: 3 clusters Score -3643622 nChanged 14
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Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -3643619.250000 Penalty: 1019.231812
	Iteration 178Q: 3 clusters Score -3643619 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3643617.500000 Penalty: 1019.231812
	Iteration 179Q: 3 clusters Score -3643618 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3643618 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3643621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3643623.750000 Penalty: 1019.231812
	Iteration 182Q: 3 clusters Score -3643624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3643626.250000 Penalty: 1019.231812
	Iteration 183Q: 3 clusters Score -3643626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3643629.250000 Penalty: 1019.231812
	Iteration 184Q: 3 clusters Score -3643629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3643624.250000 Penalty: 1019.231812
	Iteration 185Q: 3 clusters Score -3643624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3643628.500000 Penalty: 1019.231812
	Iteration 186Q: 3 clusters Score -3643628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3643634.250000 Penalty: 1019.231812
	Iteration 187Q: 3 clusters Score -3643634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3643637.500000 Penalty: 1019.231812
	Iteration 188Q: 3 clusters Score -3643638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3643629.000000 Penalty: 1019.231812
	Iteration 189Q: 3 clusters Score -3643629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3643632.250000 Penalty: 1019.231812
	Iteration 190Q: 3 clusters Score -3643632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3643629.750000 Penalty: 1019.231812
	Iteration 191Q: 3 clusters Score -3643630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -3643629.750000 Penalty: 1019.231812
	Iteration 192Q: 3 clusters Score -3643630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3643632.000000 Penalty: 1019.231812
	Iteration 193Q: 3 clusters Score -3643632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3643634.500000 Penalty: 1019.231812
	Iteration 194Q: 3 clusters Score -3643634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3643635.250000 Penalty: 1019.231812
	Iteration 195Q: 3 clusters Score -3643635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3643632.250000 Penalty: 1019.231812
	Iteration 196Q: 3 clusters Score -3643632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3643633.250000 Penalty: 1019.231812
	Iteration 197Q: 3 clusters Score -3643633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3643631.250000 Penalty: 1019.231812
	Iteration 198Q: 3 clusters Score -3643631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3643628.750000 Penalty: 1019.231812
	Iteration 199Q: 3 clusters Score -3643629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3643626.750000 Penalty: 1019.231812
	Iteration 200F: 3 clusters Score -3643627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3643629.000000 Penalty: 1019.231812
	Iteration 201Q: 3 clusters Score -3643629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3643626.500000 Penalty: 1019.231812
	Iteration 202Q: 3 clusters Score -3643626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3643627.000000 Penalty: 1019.231812
	Iteration 203Q: 3 clusters Score -3643627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3643629.750000 Penalty: 1019.231812
	Iteration 204Q: 3 clusters Score -3643630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3643628.000000 Penalty: 1019.231812
	Iteration 205Q: 3 clusters Score -3643628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3643628.250000 Penalty: 1019.231812
	Iteration 206Q: 3 clusters Score -3643628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3643626.250000 Penalty: 1019.231812
	Iteration 207Q: 3 clusters Score -3643626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3643628.000000 Penalty: 1019.231812
	Iteration 208Q: 3 clusters Score -3643628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3643625.500000 Penalty: 1019.231812
	Iteration 209Q: 3 clusters Score -3643626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3643625.500000 Penalty: 1019.231812
	Iteration 210F: 3 clusters Score -3643626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 34954 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 8090 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 179 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 158 members 
Mstep: Class 43 contains 62442 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 1237 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Mstep: Class 49 contains 58173 members 
Mstep: Class 50 contains 903 members 
Mstep: Class 51 contains 183530 members 
Mstep: Class 52 contains 1839 members 
Mstep: Class 53 contains 2511 members 
Mstep: Class 54 contains 1012 members 
Mstep: Class 55 contains 108 members 
Mstep: Class 56 contains 577 members 
Mstep: Class 57 contains 10714 members 
Entering Unmasked Estep 
Score: -90686328.000000 Penalty: 37583.265625
Splitting cluster 43 changes total score from -90659648.000000 to -90686328.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 44 (12300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Entering Unmasked Estep 
Score: -659044.562500 Penalty: 428.489624
	Iteration 0F: 2 clusters Score -659044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -650947.562500 Penalty: 856.979248
	Iteration 0F: 3 clusters Score -650947.6 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -654188.062500 Penalty: 856.979248
	Iteration 1F: 3 clusters Score -654188.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -654330.687500 Penalty: 856.979248
	Iteration 2Q: 3 clusters Score -654330.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -654458.625000 Penalty: 856.979248
	Iteration 3Q: 3 clusters Score -654458.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -654571.750000 Penalty: 856.979248
	Iteration 4Q: 3 clusters Score -654571.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -654707.750000 Penalty: 856.979248
	Iteration 5Q: 3 clusters Score -654707.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -654847.250000 Penalty: 856.979248
	Iteration 6Q: 3 clusters Score -654847.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -655053.812500 Penalty: 856.979248
	Iteration 7Q: 3 clusters Score -655053.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -655368.750000 Penalty: 856.979248
	Iteration 8Q: 3 clusters Score -655368.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -655834.125000 Penalty: 856.979248
	Iteration 9F: 3 clusters Score -655834.1 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -656466.000000 Penalty: 856.979248
	Iteration 10F: 3 clusters Score -656466 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -657182.125000 Penalty: 856.979248
	Iteration 11F: 3 clusters Score -657182.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -657846.312500 Penalty: 856.979248
	Iteration 12F: 3 clusters Score -657846.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -658262.562500 Penalty: 856.979248
	Iteration 13Q: 3 clusters Score -658262.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -658452.937500 Penalty: 856.979248
	Iteration 14Q: 3 clusters Score -658452.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -658556.625000 Penalty: 856.979248
	Iteration 15Q: 3 clusters Score -658556.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -658608.500000 Penalty: 856.979248
	Iteration 16Q: 3 clusters Score -658608.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -658638.000000 Penalty: 856.979248
	Iteration 17Q: 3 clusters Score -658638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -658653.062500 Penalty: 856.979248
	Iteration 18Q: 3 clusters Score -658653.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -658665.937500 Penalty: 856.979248
	Iteration 19Q: 3 clusters Score -658665.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -658670.437500 Penalty: 856.979248
	Iteration 20F: 3 clusters Score -658670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -658672.562500 Penalty: 856.979248
	Iteration 21Q: 3 clusters Score -658672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -658672.812500 Penalty: 856.979248
	Iteration 22Q: 3 clusters Score -658672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -658672.812500 Penalty: 856.979248
	Iteration 23F: 3 clusters Score -658672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -60041.542969 Penalty: 323.980225
	Iteration 0F: 2 clusters Score -60041.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -59083.984375 Penalty: 647.960449
	Iteration 0F: 3 clusters Score -59083.98 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -59503.617188 Penalty: 647.960449
	Iteration 1F: 3 clusters Score -59503.62 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -59671.457031 Penalty: 647.960449
	Iteration 2F: 3 clusters Score -59671.46 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -59788.167969 Penalty: 647.960449
	Iteration 3F: 3 clusters Score -59788.17 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -59890.980469 Penalty: 647.960449
	Iteration 4F: 3 clusters Score -59890.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -59957.640625 Penalty: 647.960449
	Iteration 5F: 3 clusters Score -59957.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -60006.019531 Penalty: 647.960449
	Iteration 6Q: 3 clusters Score -60006.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -60026.246094 Penalty: 647.960449
	Iteration 7Q: 3 clusters Score -60026.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -60029.882812 Penalty: 647.960449
	Iteration 8Q: 3 clusters Score -60029.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -60032.597656 Penalty: 647.960449
	Iteration 9Q: 3 clusters Score -60032.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -60037.347656 Penalty: 647.960449
	Iteration 10Q: 3 clusters Score -60037.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -60041.648438 Penalty: 647.960449
	Iteration 11Q: 3 clusters Score -60041.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -60047.734375 Penalty: 647.960449
	Iteration 12Q: 3 clusters Score -60047.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -60049.476562 Penalty: 647.960449
	Iteration 13Q: 3 clusters Score -60049.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -60052.839844 Penalty: 647.960449
	Iteration 14Q: 3 clusters Score -60052.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -60053.617188 Penalty: 647.960449
	Iteration 15Q: 3 clusters Score -60053.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -60054.531250 Penalty: 647.960449
	Iteration 16Q: 3 clusters Score -60054.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -60054.531250 Penalty: 647.960449
	Iteration 17F: 3 clusters Score -60054.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 34954 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 8090 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 179 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 158 members 
Mstep: Class 43 contains 62442 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 576 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Mstep: Class 49 contains 58173 members 
Mstep: Class 50 contains 903 members 
Mstep: Class 51 contains 183530 members 
Mstep: Class 52 contains 1839 members 
Mstep: Class 53 contains 2511 members 
Mstep: Class 54 contains 1012 members 
Mstep: Class 55 contains 108 members 
Mstep: Class 56 contains 577 members 
Mstep: Class 57 contains 10714 members 
Mstep: Class 58 contains 661 members 
Entering Unmasked Estep 
Score: -90686072.000000 Penalty: 38242.621094
Splitting cluster 45 changes total score from -90659648.000000 to -90686072.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 46 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -19695.457031 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -19695.46 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 282 members 
Entering Unmasked Estep 
Score: -19176.419922 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -19176.42 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19359.166016 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -19359.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19392.832031 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -19392.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19423.691406 Penalty: 577.930603
	Iteration 3Q: 3 clusters Score -19423.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19463.546875 Penalty: 577.930603
	Iteration 4F: 3 clusters Score -19463.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19524.947266 Penalty: 577.930603
	Iteration 5F: 3 clusters Score -19524.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19613.876953 Penalty: 577.930603
	Iteration 6F: 3 clusters Score -19613.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19687.062500 Penalty: 577.930603
	Iteration 7F: 3 clusters Score -19687.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19755.087891 Penalty: 577.930603
	Iteration 8F: 3 clusters Score -19755.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19829.501953 Penalty: 577.930603
	Iteration 9F: 3 clusters Score -19829.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19863.867188 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -19863.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19878.837891 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -19878.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19902.478516 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -19902.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19913.679688 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -19913.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19915.330078 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -19915.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19916.775391 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -19916.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19916.775391 Penalty: 577.930603
	Iteration 16F: 3 clusters Score -19916.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 34954 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 8090 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 179 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 158 members 
Mstep: Class 43 contains 62442 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 576 members 
Mstep: Class 46 contains 353 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 64 members 
Mstep: Class 49 contains 58173 members 
Mstep: Class 50 contains 903 members 
Mstep: Class 51 contains 183530 members 
Mstep: Class 52 contains 1839 members 
Mstep: Class 53 contains 2511 members 
Mstep: Class 54 contains 1012 members 
Mstep: Class 55 contains 108 members 
Mstep: Class 56 contains 577 members 
Mstep: Class 57 contains 10714 members 
Mstep: Class 58 contains 661 members 
Mstep: Class 59 contains 220 members 
Entering Unmasked Estep 
Score: -90685904.000000 Penalty: 38901.976562
Splitting cluster 46 changes total score from -90659648.000000 to -90685904.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 47 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -27261.998047 Penalty: 294.562042
	Iteration 0F: 2 clusters Score -27262 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 333 members 
Entering Unmasked Estep 
Score: -26715.361328 Penalty: 589.124084
	Iteration 0F: 3 clusters Score -26715.36 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -26974.806641 Penalty: 589.124084
	Iteration 1F: 3 clusters Score -26974.81 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27097.138672 Penalty: 589.124084
	Iteration 2F: 3 clusters Score -27097.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27155.531250 Penalty: 589.124084
	Iteration 3F: 3 clusters Score -27155.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27188.060547 Penalty: 589.124084
	Iteration 4Q: 3 clusters Score -27188.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27206.460938 Penalty: 589.124084
	Iteration 5Q: 3 clusters Score -27206.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27226.060547 Penalty: 589.124084
	Iteration 6Q: 3 clusters Score -27226.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27233.246094 Penalty: 589.124084
	Iteration 7Q: 3 clusters Score -27233.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27236.970703 Penalty: 589.124084
	Iteration 8Q: 3 clusters Score -27236.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27240.365234 Penalty: 589.124084
	Iteration 9Q: 3 clusters Score -27240.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27242.994141 Penalty: 589.124084
	Iteration 10Q: 3 clusters Score -27242.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27244.388672 Penalty: 589.124084
	Iteration 11Q: 3 clusters Score -27244.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27244.582031 Penalty: 589.124084
	Iteration 12Q: 3 clusters Score -27244.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27244.582031 Penalty: 589.124084
	Iteration 13F: 3 clusters Score -27244.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -2901.017822 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -2901.018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2931.213135 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2931.213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2965.173340 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2965.173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2971.068359 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -2971.068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2972.240723 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -2972.241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2972.240723 Penalty: 378.458374
	Iteration 4F: 3 clusters Score -2972.241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 34954 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 8090 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 179 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 158 members 
Mstep: Class 43 contains 62442 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 576 members 
Mstep: Class 46 contains 353 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 38 members 
Mstep: Class 49 contains 58173 members 
Mstep: Class 50 contains 903 members 
Mstep: Class 51 contains 183530 members 
Mstep: Class 52 contains 1839 members 
Mstep: Class 53 contains 2511 members 
Mstep: Class 54 contains 1012 members 
Mstep: Class 55 contains 108 members 
Mstep: Class 56 contains 577 members 
Mstep: Class 57 contains 10714 members 
Mstep: Class 58 contains 661 members 
Mstep: Class 59 contains 220 members 
Mstep: Class 60 contains 26 members 
Entering Unmasked Estep 
Score: -90685552.000000 Penalty: 39561.332031
Splitting cluster 48 changes total score from -90659648.000000 to -90685552.000000
So it's getting split into cluster 60.
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 62589 members 
Mstep: Class 4 contains 218834 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 125080 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113117 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 37148 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 127868 members 
Mstep: Class 20 contains 127307 members 
Mstep: Class 21 contains 34954 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 93983 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 83821 members 
Mstep: Class 29 contains 89628 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 8090 members 
Mstep: Class 33 contains 42772 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 187972 members 
Mstep: Class 36 contains 179 members 
Mstep: Class 37 contains 272 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 2102 members 
Mstep: Class 41 contains 78749 members 
Mstep: Class 42 contains 158 members 
Mstep: Class 43 contains 62442 members 
Mstep: Class 44 contains 12300 members 
Mstep: Class 45 contains 576 members 
Mstep: Class 46 contains 353 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 38 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 60. Lose 436.680786 but Gain 659.355469
Score: -90694296.000000 Penalty: 38901.976562
Iteration 159Q: 60 clusters Score -9.06943e+07 nChanged 25066
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 62999 members 
Mstep: Class 4 contains 218855 members 
Mstep: Class 5 contains 1646 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 6658 members 
Mstep: Class 8 contains 125683 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 110189 members 
Mstep: Class 11 contains 7214 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 13 contains 37162 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 128583 members 
Mstep: Class 20 contains 127950 members 
Mstep: Class 21 contains 36896 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 94577 members 
Mstep: Class 24 contains 1282 members 
Mstep: Class 25 contains 217 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 12798 members 
Mstep: Class 28 contains 83777 members 
Mstep: Class 29 contains 88990 members 
Mstep: Class 30 contains 19369 members 
Mstep: Class 31 contains 1260 members 
Mstep: Class 32 contains 8162 members 
Mstep: Class 33 contains 43461 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 189176 members 
Mstep: Class 36 contains 186 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 10132 members 
Mstep: Class 39 contains 2116 members 
Mstep: Class 40 contains 1859 members 
Mstep: Class 41 contains 78335 members 
Mstep: Class 42 contains 160 members 
Mstep: Class 43 contains 62425 members 
Mstep: Class 44 contains 11534 members 
Mstep: Class 45 contains 574 members 
Mstep: Class 46 contains 402 members 
Mstep: Class 47 contains 663 members 
Mstep: Class 48 contains 59 members 
Mstep: Class 49 contains 58249 members 
Mstep: Class 50 contains 897 members 
Mstep: Class 51 contains 181105 members 
Mstep: Class 52 contains 1800 members 
Mstep: Class 53 contains 2358 members 
Mstep: Class 54 contains 1063 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 557 members 
Mstep: Class 57 contains 10508 members 
Mstep: Class 58 contains 613 members 
Mstep: Class 59 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90704480.000000 Penalty: 38901.976562
Iteration 160F: 60 clusters Score -9.070448e+07 nChanged 25724
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 3 contains 62365 members 
Mstep: Class 4 contains 218488 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 6559 members 
Mstep: Class 8 contains 119714 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 110612 members 
Mstep: Class 11 contains 7214 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 13 contains 37162 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 299 members 
Mstep: Class 16 contains 9064 members 
Mstep: Class 17 contains 1834 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 129177 members 
Mstep: Class 20 contains 126587 members 
Mstep: Class 21 contains 37306 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 94671 members 
Mstep: Class 24 contains 1286 members 
Mstep: Class 25 contains 196 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 13052 members 
Mstep: Class 28 contains 83635 members 
Mstep: Class 29 contains 87515 members 
Mstep: Class 30 contains 19325 members 
Mstep: Class 31 contains 1260 members 
Mstep: Class 32 contains 8042 members 
Mstep: Class 33 contains 43639 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 190376 members 
Mstep: Class 36 contains 191 members 
Mstep: Class 37 contains 274 members 
Mstep: Class 38 contains 10044 members 
Mstep: Class 39 contains 2120 members 
Mstep: Class 40 contains 2117 members 
Mstep: Class 41 contains 77834 members 
Mstep: Class 42 contains 156 members 
Mstep: Class 43 contains 62429 members 
Mstep: Class 44 contains 10900 members 
Mstep: Class 45 contains 560 members 
Mstep: Class 46 contains 421 members 
Mstep: Class 47 contains 657 members 
Mstep: Class 48 contains 61 members 
Mstep: Class 49 contains 62590 members 
Mstep: Class 50 contains 925 members 
Mstep: Class 51 contains 184606 members 
Mstep: Class 52 contains 1850 members 
Mstep: Class 53 contains 2320 members 
Mstep: Class 54 contains 1103 members 
Mstep: Class 55 contains 111 members 
Mstep: Class 56 contains 547 members 
Mstep: Class 57 contains 10895 members 
Mstep: Class 58 contains 605 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90709240.000000 Penalty: 38901.976562
Iteration 161Q: 60 clusters Score -9.070924e+07 nChanged 20152
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 1342 members 
Mstep: Class 3 contains 62028 members 
Mstep: Class 4 contains 218264 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 6502 members 
Mstep: Class 8 contains 113799 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 112050 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1576 members 
Mstep: Class 13 contains 37164 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 297 members 
Mstep: Class 16 contains 9095 members 
Mstep: Class 17 contains 1811 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 129693 members 
Mstep: Class 20 contains 125297 members 
Mstep: Class 21 contains 37956 members 
Mstep: Class 22 contains 510 members 
Mstep: Class 23 contains 94639 members 
Mstep: Class 24 contains 1291 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 1052 members 
Mstep: Class 27 contains 13326 members 
Mstep: Class 28 contains 83580 members 
Mstep: Class 29 contains 86130 members 
Mstep: Class 30 contains 19296 members 
Mstep: Class 31 contains 1261 members 
Mstep: Class 32 contains 7949 members 
Mstep: Class 33 contains 43556 members 
Mstep: Class 34 contains 252 members 
Mstep: Class 35 contains 191794 members 
Mstep: Class 36 contains 191 members 
Mstep: Class 37 contains 282 members 
Mstep: Class 38 contains 9972 members 
Mstep: Class 39 contains 2120 members 
Mstep: Class 40 contains 2295 members 
Mstep: Class 41 contains 77349 members 
Mstep: Class 42 contains 152 members 
Mstep: Class 43 contains 62534 members 
Mstep: Class 44 contains 10374 members 
Mstep: Class 45 contains 551 members 
Mstep: Class 46 contains 430 members 
Mstep: Class 47 contains 658 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 65450 members 
Mstep: Class 50 contains 939 members 
Mstep: Class 51 contains 187582 members 
Mstep: Class 52 contains 1906 members 
Mstep: Class 53 contains 2251 members 
Mstep: Class 54 contains 1158 members 
Mstep: Class 55 contains 111 members 
Mstep: Class 56 contains 527 members 
Mstep: Class 57 contains 11051 members 
Mstep: Class 58 contains 601 members 
Mstep: Class 59 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90711592.000000 Penalty: 38901.976562
Iteration 162Q: 60 clusters Score -9.071159e+07 nChanged 18309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 108357 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 61832 members 
Mstep: Class 4 contains 218110 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 108117 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 113604 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 37158 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 299 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 1793 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 130084 members 
Mstep: Class 20 contains 123988 members 
Mstep: Class 21 contains 38695 members 
Mstep: Class 22 contains 526 members 
Mstep: Class 23 contains 94558 members 
Mstep: Class 24 contains 1293 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 1087 members 
Mstep: Class 27 contains 13626 members 
Mstep: Class 28 contains 83567 members 
Mstep: Class 29 contains 84753 members 
Mstep: Class 30 contains 19277 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 7879 members 
Mstep: Class 33 contains 43414 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 193327 members 
Mstep: Class 36 contains 191 members 
Mstep: Class 37 contains 293 members 
Mstep: Class 38 contains 9899 members 
Mstep: Class 39 contains 2133 members 
Mstep: Class 40 contains 2477 members 
Mstep: Class 41 contains 76846 members 
Mstep: Class 42 contains 146 members 
Mstep: Class 43 contains 62653 members 
Mstep: Class 44 contains 9893 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 432 members 
Mstep: Class 47 contains 654 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 67907 members 
Mstep: Class 50 contains 953 members 
Mstep: Class 51 contains 190488 members 
Mstep: Class 52 contains 1947 members 
Mstep: Class 53 contains 2192 members 
Mstep: Class 54 contains 1206 members 
Mstep: Class 55 contains 111 members 
Mstep: Class 56 contains 518 members 
Mstep: Class 57 contains 11123 members 
Mstep: Class 58 contains 597 members 
Mstep: Class 59 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90713912.000000 Penalty: 38901.976562
Iteration 163Q: 60 clusters Score -9.071391e+07 nChanged 17276
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107889 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 61671 members 
Mstep: Class 4 contains 218040 members 
Mstep: Class 5 contains 1779 members 
Mstep: Class 6 contains 3423 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 102661 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 115218 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 37157 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 300 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 130469 members 
Mstep: Class 20 contains 122744 members 
Mstep: Class 21 contains 39565 members 
Mstep: Class 22 contains 536 members 
Mstep: Class 23 contains 94449 members 
Mstep: Class 24 contains 1296 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 13916 members 
Mstep: Class 28 contains 83569 members 
Mstep: Class 29 contains 83395 members 
Mstep: Class 30 contains 19278 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 7824 members 
Mstep: Class 33 contains 43224 members 
Mstep: Class 34 contains 252 members 
Mstep: Class 35 contains 194985 members 
Mstep: Class 36 contains 191 members 
Mstep: Class 37 contains 302 members 
Mstep: Class 38 contains 9808 members 
Mstep: Class 39 contains 2145 members 
Mstep: Class 40 contains 2671 members 
Mstep: Class 41 contains 76300 members 
Mstep: Class 42 contains 141 members 
Mstep: Class 43 contains 62764 members 
Mstep: Class 44 contains 9439 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 431 members 
Mstep: Class 47 contains 648 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 70233 members 
Mstep: Class 50 contains 962 members 
Mstep: Class 51 contains 193165 members 
Mstep: Class 52 contains 1984 members 
Mstep: Class 53 contains 2126 members 
Mstep: Class 54 contains 1265 members 
Mstep: Class 55 contains 111 members 
Mstep: Class 56 contains 504 members 
Mstep: Class 57 contains 11141 members 
Mstep: Class 58 contains 599 members 
Mstep: Class 59 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90714600.000000 Penalty: 38901.976562
Iteration 164Q: 60 clusters Score -9.07146e+07 nChanged 16762
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107316 members 
Mstep: Class 2 contains 1146 members 
Mstep: Class 3 contains 61555 members 
Mstep: Class 4 contains 217986 members 
Mstep: Class 5 contains 1794 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 6394 members 
Mstep: Class 8 contains 97894 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 116737 members 
Mstep: Class 11 contains 7216 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 37147 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 9117 members 
Mstep: Class 17 contains 1766 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 130807 members 
Mstep: Class 20 contains 121515 members 
Mstep: Class 21 contains 40617 members 
Mstep: Class 22 contains 541 members 
Mstep: Class 23 contains 94337 members 
Mstep: Class 24 contains 1300 members 
Mstep: Class 25 contains 170 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 14235 members 
Mstep: Class 28 contains 83565 members 
Mstep: Class 29 contains 81947 members 
Mstep: Class 30 contains 19273 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 7771 members 
Mstep: Class 33 contains 42983 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 196783 members 
Mstep: Class 36 contains 193 members 
Mstep: Class 37 contains 309 members 
Mstep: Class 38 contains 9740 members 
Mstep: Class 39 contains 2152 members 
Mstep: Class 40 contains 2879 members 
Mstep: Class 41 contains 75694 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 62881 members 
Mstep: Class 44 contains 9036 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 429 members 
Mstep: Class 47 contains 645 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 72386 members 
Mstep: Class 50 contains 993 members 
Mstep: Class 51 contains 195343 members 
Mstep: Class 52 contains 2005 members 
Mstep: Class 53 contains 2037 members 
Mstep: Class 54 contains 1331 members 
Mstep: Class 55 contains 111 members 
Mstep: Class 56 contains 499 members 
Mstep: Class 57 contains 11132 members 
Mstep: Class 58 contains 600 members 
Mstep: Class 59 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90715344.000000 Penalty: 38901.976562
Iteration 165Q: 60 clusters Score -9.071534e+07 nChanged 16271
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 1079 members 
Mstep: Class 3 contains 61472 members 
Mstep: Class 4 contains 217951 members 
Mstep: Class 5 contains 1818 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 93482 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 118472 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1576 members 
Mstep: Class 13 contains 37142 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 131141 members 
Mstep: Class 20 contains 120360 members 
Mstep: Class 21 contains 41788 members 
Mstep: Class 22 contains 548 members 
Mstep: Class 23 contains 94188 members 
Mstep: Class 24 contains 1298 members 
Mstep: Class 25 contains 164 members 
Mstep: Class 26 contains 1179 members 
Mstep: Class 27 contains 14523 members 
Mstep: Class 28 contains 83584 members 
Mstep: Class 29 contains 80449 members 
Mstep: Class 30 contains 19262 members 
Mstep: Class 31 contains 1263 members 
Mstep: Class 32 contains 7728 members 
Mstep: Class 33 contains 42660 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 198773 members 
Mstep: Class 36 contains 193 members 
Mstep: Class 37 contains 317 members 
Mstep: Class 38 contains 9679 members 
Mstep: Class 39 contains 2156 members 
Mstep: Class 40 contains 3076 members 
Mstep: Class 41 contains 75041 members 
Mstep: Class 42 contains 133 members 
Mstep: Class 43 contains 62999 members 
Mstep: Class 44 contains 8647 members 
Mstep: Class 45 contains 539 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 641 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 74487 members 
Mstep: Class 50 contains 1026 members 
Mstep: Class 51 contains 196898 members 
Mstep: Class 52 contains 2022 members 
Mstep: Class 53 contains 1960 members 
Mstep: Class 54 contains 1377 members 
Mstep: Class 55 contains 111 members 
Mstep: Class 56 contains 490 members 
Mstep: Class 57 contains 11130 members 
Mstep: Class 58 contains 602 members 
Mstep: Class 59 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90716640.000000 Penalty: 38901.976562
Iteration 166Q: 60 clusters Score -9.071664e+07 nChanged 15502
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 105889 members 
Mstep: Class 2 contains 1005 members 
Mstep: Class 3 contains 61421 members 
Mstep: Class 4 contains 217917 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 7 contains 6336 members 
Mstep: Class 8 contains 89490 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 120266 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 1577 members 
Mstep: Class 13 contains 37134 members 
Mstep: Class 14 contains 2701 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 9129 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 296 members 
Mstep: Class 19 contains 131434 members 
Mstep: Class 20 contains 119221 members 
Mstep: Class 21 contains 42949 members 
Mstep: Class 22 contains 559 members 
Mstep: Class 23 contains 94048 members 
Mstep: Class 24 contains 1298 members 
Mstep: Class 25 contains 153 members 
Mstep: Class 26 contains 1209 members 
Mstep: Class 27 contains 14790 members 
Mstep: Class 28 contains 83592 members 
Mstep: Class 29 contains 78899 members 
Mstep: Class 30 contains 19243 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 7680 members 
Mstep: Class 33 contains 42292 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 200963 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 325 members 
Mstep: Class 38 contains 9649 members 
Mstep: Class 39 contains 2158 members 
Mstep: Class 40 contains 3303 members 
Mstep: Class 41 contains 74404 members 
Mstep: Class 42 contains 127 members 
Mstep: Class 43 contains 63147 members 
Mstep: Class 44 contains 8255 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 429 members 
Mstep: Class 47 contains 632 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 76667 members 
Mstep: Class 50 contains 1053 members 
Mstep: Class 51 contains 197787 members 
Mstep: Class 52 contains 2040 members 
Mstep: Class 53 contains 1891 members 
Mstep: Class 54 contains 1429 members 
Mstep: Class 55 contains 111 members 
Mstep: Class 56 contains 483 members 
Mstep: Class 57 contains 11093 members 
Mstep: Class 58 contains 602 members 
Mstep: Class 59 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90717944.000000 Penalty: 38901.976562
Iteration 167Q: 60 clusters Score -9.071794e+07 nChanged 15011
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 3 contains 61320 members 
Mstep: Class 4 contains 217877 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 6305 members 
Mstep: Class 8 contains 85939 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 122007 members 
Mstep: Class 11 contains 7218 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 37131 members 
Mstep: Class 14 contains 2691 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 9139 members 
Mstep: Class 17 contains 1724 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 131703 members 
Mstep: Class 20 contains 118072 members 
Mstep: Class 21 contains 44124 members 
Mstep: Class 22 contains 563 members 
Mstep: Class 23 contains 93935 members 
Mstep: Class 24 contains 1293 members 
Mstep: Class 25 contains 148 members 
Mstep: Class 26 contains 1224 members 
Mstep: Class 27 contains 15062 members 
Mstep: Class 28 contains 83596 members 
Mstep: Class 29 contains 77278 members 
Mstep: Class 30 contains 19236 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 7663 members 
Mstep: Class 33 contains 41916 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 203312 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 332 members 
Mstep: Class 38 contains 9613 members 
Mstep: Class 39 contains 2162 members 
Mstep: Class 40 contains 3527 members 
Mstep: Class 41 contains 73672 members 
Mstep: Class 42 contains 122 members 
Mstep: Class 43 contains 63286 members 
Mstep: Class 44 contains 7887 members 
Mstep: Class 45 contains 542 members 
Mstep: Class 46 contains 429 members 
Mstep: Class 47 contains 625 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 78974 members 
Mstep: Class 50 contains 1065 members 
Mstep: Class 51 contains 198124 members 
Mstep: Class 52 contains 2051 members 
Mstep: Class 53 contains 1843 members 
Mstep: Class 54 contains 1477 members 
Mstep: Class 55 contains 111 members 
Mstep: Class 56 contains 474 members 
Mstep: Class 57 contains 11063 members 
Mstep: Class 58 contains 600 members 
Mstep: Class 59 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90719040.000000 Penalty: 38901.976562
Iteration 168Q: 60 clusters Score -9.071904e+07 nChanged 14207
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 104482 members 
Mstep: Class 2 contains 898 members 
Mstep: Class 3 contains 61255 members 
Mstep: Class 4 contains 217827 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 3686 members 
Mstep: Class 7 contains 6270 members 
Mstep: Class 8 contains 82833 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 123653 members 
Mstep: Class 11 contains 7220 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 37127 members 
Mstep: Class 14 contains 2688 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 9141 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 132016 members 
Mstep: Class 20 contains 117031 members 
Mstep: Class 21 contains 45332 members 
Mstep: Class 22 contains 563 members 
Mstep: Class 23 contains 93848 members 
Mstep: Class 24 contains 1291 members 
Mstep: Class 25 contains 146 members 
Mstep: Class 26 contains 1241 members 
Mstep: Class 27 contains 15309 members 
Mstep: Class 28 contains 83594 members 
Mstep: Class 29 contains 75829 members 
Mstep: Class 30 contains 19245 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 7646 members 
Mstep: Class 33 contains 41574 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 205513 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 335 members 
Mstep: Class 38 contains 9611 members 
Mstep: Class 39 contains 2160 members 
Mstep: Class 40 contains 3775 members 
Mstep: Class 41 contains 72874 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 63407 members 
Mstep: Class 44 contains 7522 members 
Mstep: Class 45 contains 543 members 
Mstep: Class 46 contains 430 members 
Mstep: Class 47 contains 618 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 81295 members 
Mstep: Class 50 contains 1071 members 
Mstep: Class 51 contains 197931 members 
Mstep: Class 52 contains 2059 members 
Mstep: Class 53 contains 1809 members 
Mstep: Class 54 contains 1514 members 
Mstep: Class 55 contains 111 members 
Mstep: Class 56 contains 470 members 
Mstep: Class 57 contains 11030 members 
Mstep: Class 58 contains 596 members 
Mstep: Class 59 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90720240.000000 Penalty: 38901.976562
Iteration 169Q: 60 clusters Score -9.072024e+07 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 103668 members 
Mstep: Class 2 contains 836 members 
Mstep: Class 3 contains 61201 members 
Mstep: Class 4 contains 217764 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 3729 members 
Mstep: Class 7 contains 6251 members 
Mstep: Class 8 contains 80170 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 125264 members 
Mstep: Class 11 contains 7222 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 37116 members 
Mstep: Class 14 contains 2697 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 132334 members 
Mstep: Class 20 contains 116054 members 
Mstep: Class 21 contains 46494 members 
Mstep: Class 22 contains 562 members 
Mstep: Class 23 contains 93829 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 145 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 15541 members 
Mstep: Class 28 contains 83607 members 
Mstep: Class 29 contains 74567 members 
Mstep: Class 30 contains 19245 members 
Mstep: Class 31 contains 1279 members 
Mstep: Class 32 contains 7645 members 
Mstep: Class 33 contains 41226 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 207548 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 336 members 
Mstep: Class 38 contains 9589 members 
Mstep: Class 39 contains 2162 members 
Mstep: Class 40 contains 4039 members 
Mstep: Class 41 contains 72076 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 63529 members 
Mstep: Class 44 contains 7185 members 
Mstep: Class 45 contains 545 members 
Mstep: Class 46 contains 433 members 
Mstep: Class 47 contains 609 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 83674 members 
Mstep: Class 50 contains 1082 members 
Mstep: Class 51 contains 197228 members 
Mstep: Class 52 contains 2065 members 
Mstep: Class 53 contains 1776 members 
Mstep: Class 54 contains 1531 members 
Mstep: Class 55 contains 111 members 
Mstep: Class 56 contains 466 members 
Mstep: Class 57 contains 10990 members 
Mstep: Class 58 contains 595 members 
Mstep: Class 59 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90721112.000000 Penalty: 38901.976562
Iteration 170Q: 60 clusters Score -9.072111e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 61189 members 
Mstep: Class 4 contains 217698 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 6242 members 
Mstep: Class 8 contains 77933 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 126783 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 37111 members 
Mstep: Class 14 contains 2696 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 9122 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 132734 members 
Mstep: Class 20 contains 115163 members 
Mstep: Class 21 contains 47598 members 
Mstep: Class 22 contains 563 members 
Mstep: Class 23 contains 93829 members 
Mstep: Class 24 contains 1288 members 
Mstep: Class 25 contains 146 members 
Mstep: Class 26 contains 1252 members 
Mstep: Class 27 contains 15763 members 
Mstep: Class 28 contains 83621 members 
Mstep: Class 29 contains 73356 members 
Mstep: Class 30 contains 19244 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 7650 members 
Mstep: Class 33 contains 40917 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 209532 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 336 members 
Mstep: Class 38 contains 9571 members 
Mstep: Class 39 contains 2169 members 
Mstep: Class 40 contains 4272 members 
Mstep: Class 41 contains 71171 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 63653 members 
Mstep: Class 44 contains 6865 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 432 members 
Mstep: Class 47 contains 600 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 86091 members 
Mstep: Class 50 contains 1089 members 
Mstep: Class 51 contains 196142 members 
Mstep: Class 52 contains 2069 members 
Mstep: Class 53 contains 1764 members 
Mstep: Class 54 contains 1539 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 461 members 
Mstep: Class 57 contains 10944 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90722304.000000 Penalty: 38901.976562
Iteration 171Q: 60 clusters Score -9.07223e+07 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 719 members 
Mstep: Class 3 contains 61188 members 
Mstep: Class 4 contains 217645 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 6222 members 
Mstep: Class 8 contains 76001 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 128215 members 
Mstep: Class 11 contains 7228 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 13 contains 37113 members 
Mstep: Class 14 contains 2696 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 9106 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 133151 members 
Mstep: Class 20 contains 114321 members 
Mstep: Class 21 contains 48654 members 
Mstep: Class 22 contains 564 members 
Mstep: Class 23 contains 93845 members 
Mstep: Class 24 contains 1286 members 
Mstep: Class 25 contains 147 members 
Mstep: Class 26 contains 1253 members 
Mstep: Class 27 contains 15957 members 
Mstep: Class 28 contains 83652 members 
Mstep: Class 29 contains 72163 members 
Mstep: Class 30 contains 19246 members 
Mstep: Class 31 contains 1282 members 
Mstep: Class 32 contains 7659 members 
Mstep: Class 33 contains 40573 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 211521 members 
Mstep: Class 36 contains 193 members 
Mstep: Class 37 contains 336 members 
Mstep: Class 38 contains 9544 members 
Mstep: Class 39 contains 2171 members 
Mstep: Class 40 contains 4497 members 
Mstep: Class 41 contains 70151 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 63780 members 
Mstep: Class 44 contains 6587 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 594 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 88652 members 
Mstep: Class 50 contains 1098 members 
Mstep: Class 51 contains 194649 members 
Mstep: Class 52 contains 2074 members 
Mstep: Class 53 contains 1753 members 
Mstep: Class 54 contains 1533 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 458 members 
Mstep: Class 57 contains 10903 members 
Mstep: Class 58 contains 593 members 
Mstep: Class 59 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90722880.000000 Penalty: 38901.976562
Iteration 172Q: 60 clusters Score -9.072288e+07 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 61183 members 
Mstep: Class 4 contains 217600 members 
Mstep: Class 5 contains 1874 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 8 contains 74348 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 129583 members 
Mstep: Class 11 contains 7228 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 37112 members 
Mstep: Class 14 contains 2697 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 9093 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 133489 members 
Mstep: Class 20 contains 113537 members 
Mstep: Class 21 contains 49623 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 93882 members 
Mstep: Class 24 contains 1286 members 
Mstep: Class 25 contains 146 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 16129 members 
Mstep: Class 28 contains 83664 members 
Mstep: Class 29 contains 71115 members 
Mstep: Class 30 contains 19239 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 7660 members 
Mstep: Class 33 contains 40251 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 213446 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 336 members 
Mstep: Class 38 contains 9521 members 
Mstep: Class 39 contains 2169 members 
Mstep: Class 40 contains 4679 members 
Mstep: Class 41 contains 69087 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 63925 members 
Mstep: Class 44 contains 6300 members 
Mstep: Class 45 contains 549 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 592 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 91407 members 
Mstep: Class 50 contains 1112 members 
Mstep: Class 51 contains 192803 members 
Mstep: Class 52 contains 2075 members 
Mstep: Class 53 contains 1749 members 
Mstep: Class 54 contains 1525 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 10866 members 
Mstep: Class 58 contains 590 members 
Mstep: Class 59 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90723448.000000 Penalty: 38901.976562
Iteration 173Q: 60 clusters Score -9.072345e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 61164 members 
Mstep: Class 4 contains 217553 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 72875 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 130989 members 
Mstep: Class 11 contains 7227 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 37112 members 
Mstep: Class 14 contains 2695 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 9075 members 
Mstep: Class 17 contains 1705 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 19 contains 133818 members 
Mstep: Class 20 contains 112752 members 
Mstep: Class 21 contains 50456 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 93950 members 
Mstep: Class 24 contains 1286 members 
Mstep: Class 25 contains 145 members 
Mstep: Class 26 contains 1259 members 
Mstep: Class 27 contains 16310 members 
Mstep: Class 28 contains 83679 members 
Mstep: Class 29 contains 70161 members 
Mstep: Class 30 contains 19236 members 
Mstep: Class 31 contains 1280 members 
Mstep: Class 32 contains 7654 members 
Mstep: Class 33 contains 39993 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 215264 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 9519 members 
Mstep: Class 39 contains 2169 members 
Mstep: Class 40 contains 4858 members 
Mstep: Class 41 contains 68002 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 64061 members 
Mstep: Class 44 contains 6012 members 
Mstep: Class 45 contains 550 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 588 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 94188 members 
Mstep: Class 50 contains 1124 members 
Mstep: Class 51 contains 190717 members 
Mstep: Class 52 contains 2074 members 
Mstep: Class 53 contains 1749 members 
Mstep: Class 54 contains 1524 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 455 members 
Mstep: Class 57 contains 10840 members 
Mstep: Class 58 contains 584 members 
Mstep: Class 59 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90723856.000000 Penalty: 38901.976562
Iteration 174Q: 60 clusters Score -9.072386e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 61145 members 
Mstep: Class 4 contains 217507 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 71661 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 132212 members 
Mstep: Class 11 contains 7228 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 37113 members 
Mstep: Class 14 contains 2694 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 9053 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 134097 members 
Mstep: Class 20 contains 111931 members 
Mstep: Class 21 contains 51166 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 94031 members 
Mstep: Class 24 contains 1286 members 
Mstep: Class 25 contains 145 members 
Mstep: Class 26 contains 1269 members 
Mstep: Class 27 contains 16516 members 
Mstep: Class 28 contains 83686 members 
Mstep: Class 29 contains 69283 members 
Mstep: Class 30 contains 19233 members 
Mstep: Class 31 contains 1281 members 
Mstep: Class 32 contains 7644 members 
Mstep: Class 33 contains 39753 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 216882 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 340 members 
Mstep: Class 38 contains 9507 members 
Mstep: Class 39 contains 2170 members 
Mstep: Class 40 contains 5020 members 
Mstep: Class 41 contains 66951 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 64194 members 
Mstep: Class 44 contains 5732 members 
Mstep: Class 45 contains 550 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 589 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 97254 members 
Mstep: Class 50 contains 1129 members 
Mstep: Class 51 contains 188430 members 
Mstep: Class 52 contains 2076 members 
Mstep: Class 53 contains 1745 members 
Mstep: Class 54 contains 1526 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 454 members 
Mstep: Class 57 contains 10817 members 
Mstep: Class 58 contains 579 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90724296.000000 Penalty: 38901.976562
Iteration 175Q: 60 clusters Score -9.07243e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 61132 members 
Mstep: Class 4 contains 217492 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 3878 members 
Mstep: Class 7 contains 6140 members 
Mstep: Class 8 contains 70678 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 133436 members 
Mstep: Class 11 contains 7228 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 37114 members 
Mstep: Class 14 contains 2696 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 9023 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 303 members 
Mstep: Class 19 contains 134340 members 
Mstep: Class 20 contains 111089 members 
Mstep: Class 21 contains 51673 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 94134 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 144 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 16708 members 
Mstep: Class 28 contains 83714 members 
Mstep: Class 29 contains 68369 members 
Mstep: Class 30 contains 19216 members 
Mstep: Class 31 contains 1282 members 
Mstep: Class 32 contains 7633 members 
Mstep: Class 33 contains 39574 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 218428 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 9466 members 
Mstep: Class 39 contains 2175 members 
Mstep: Class 40 contains 5144 members 
Mstep: Class 41 contains 65961 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 64309 members 
Mstep: Class 44 contains 5466 members 
Mstep: Class 45 contains 551 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 588 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 100398 members 
Mstep: Class 50 contains 1133 members 
Mstep: Class 51 contains 186050 members 
Mstep: Class 52 contains 2078 members 
Mstep: Class 53 contains 1740 members 
Mstep: Class 54 contains 1528 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 453 members 
Mstep: Class 57 contains 10802 members 
Mstep: Class 58 contains 573 members 
Mstep: Class 59 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90724368.000000 Penalty: 38901.976562
Iteration 176Q: 60 clusters Score -9.072437e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 61094 members 
Mstep: Class 4 contains 217474 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 3890 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 69926 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 134672 members 
Mstep: Class 11 contains 7229 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 37114 members 
Mstep: Class 14 contains 2697 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 9002 members 
Mstep: Class 17 contains 1705 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 19 contains 134500 members 
Mstep: Class 20 contains 110235 members 
Mstep: Class 21 contains 51997 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 94251 members 
Mstep: Class 24 contains 1278 members 
Mstep: Class 25 contains 142 members 
Mstep: Class 26 contains 1300 members 
Mstep: Class 27 contains 16897 members 
Mstep: Class 28 contains 83767 members 
Mstep: Class 29 contains 67522 members 
Mstep: Class 30 contains 19211 members 
Mstep: Class 31 contains 1285 members 
Mstep: Class 32 contains 7617 members 
Mstep: Class 33 contains 39417 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 219852 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 345 members 
Mstep: Class 38 contains 9421 members 
Mstep: Class 39 contains 2179 members 
Mstep: Class 40 contains 5230 members 
Mstep: Class 41 contains 64998 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 64441 members 
Mstep: Class 44 contains 5192 members 
Mstep: Class 45 contains 552 members 
Mstep: Class 46 contains 433 members 
Mstep: Class 47 contains 586 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 103792 members 
Mstep: Class 50 contains 1139 members 
Mstep: Class 51 contains 183424 members 
Mstep: Class 52 contains 2082 members 
Mstep: Class 53 contains 1737 members 
Mstep: Class 54 contains 1526 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 453 members 
Mstep: Class 57 contains 10783 members 
Mstep: Class 58 contains 568 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90725128.000000 Penalty: 38901.976562
Iteration 177Q: 60 clusters Score -9.072513e+07 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 98544 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 61062 members 
Mstep: Class 4 contains 217455 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 3898 members 
Mstep: Class 7 contains 6108 members 
Mstep: Class 8 contains 69254 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 135594 members 
Mstep: Class 11 contains 7229 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 37107 members 
Mstep: Class 14 contains 2691 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 8984 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 303 members 
Mstep: Class 19 contains 134632 members 
Mstep: Class 20 contains 109344 members 
Mstep: Class 21 contains 52144 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 94367 members 
Mstep: Class 24 contains 1277 members 
Mstep: Class 25 contains 142 members 
Mstep: Class 26 contains 1319 members 
Mstep: Class 27 contains 17099 members 
Mstep: Class 28 contains 83823 members 
Mstep: Class 29 contains 66662 members 
Mstep: Class 30 contains 19209 members 
Mstep: Class 31 contains 1290 members 
Mstep: Class 32 contains 7597 members 
Mstep: Class 33 contains 39292 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 221189 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 346 members 
Mstep: Class 38 contains 9381 members 
Mstep: Class 39 contains 2183 members 
Mstep: Class 40 contains 5274 members 
Mstep: Class 41 contains 64145 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 64570 members 
Mstep: Class 44 contains 4898 members 
Mstep: Class 45 contains 554 members 
Mstep: Class 46 contains 433 members 
Mstep: Class 47 contains 585 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 107249 members 
Mstep: Class 50 contains 1142 members 
Mstep: Class 51 contains 181207 members 
Mstep: Class 52 contains 2083 members 
Mstep: Class 53 contains 1735 members 
Mstep: Class 54 contains 1526 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 453 members 
Mstep: Class 57 contains 10767 members 
Mstep: Class 58 contains 566 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 640.376831 but Gain 659.355469
Score: -90725680.000000 Penalty: 38242.621094
Iteration 178Q: 59 clusters Score -9.072568e+07 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 3 contains 61028 members 
Mstep: Class 4 contains 217428 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 6081 members 
Mstep: Class 8 contains 68759 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 136110 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 37104 members 
Mstep: Class 14 contains 2688 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 19 contains 134926 members 
Mstep: Class 20 contains 108423 members 
Mstep: Class 21 contains 52043 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 94492 members 
Mstep: Class 24 contains 1277 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1322 members 
Mstep: Class 27 contains 17318 members 
Mstep: Class 28 contains 83868 members 
Mstep: Class 29 contains 65895 members 
Mstep: Class 30 contains 19198 members 
Mstep: Class 31 contains 1291 members 
Mstep: Class 32 contains 7586 members 
Mstep: Class 33 contains 39210 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 222372 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 347 members 
Mstep: Class 38 contains 9338 members 
Mstep: Class 39 contains 2182 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 63440 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 64678 members 
Mstep: Class 44 contains 4604 members 
Mstep: Class 45 contains 555 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 585 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 110593 members 
Mstep: Class 50 contains 1145 members 
Mstep: Class 51 contains 179617 members 
Mstep: Class 52 contains 2085 members 
Mstep: Class 53 contains 1742 members 
Mstep: Class 54 contains 1526 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 451 members 
Mstep: Class 57 contains 10766 members 
Mstep: Class 58 contains 564 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90726768.000000 Penalty: 38242.621094
Iteration 179Q: 59 clusters Score -9.072677e+07 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 98099 members 
Mstep: Class 3 contains 61014 members 
Mstep: Class 4 contains 217411 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 3905 members 
Mstep: Class 7 contains 6044 members 
Mstep: Class 8 contains 68224 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 136369 members 
Mstep: Class 11 contains 7236 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 37098 members 
Mstep: Class 14 contains 2683 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 8958 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 19 contains 134846 members 
Mstep: Class 20 contains 107479 members 
Mstep: Class 21 contains 51874 members 
Mstep: Class 22 contains 565 members 
Mstep: Class 23 contains 94589 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 17523 members 
Mstep: Class 28 contains 83924 members 
Mstep: Class 29 contains 65077 members 
Mstep: Class 30 contains 19198 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 7569 members 
Mstep: Class 33 contains 39136 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 223330 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 349 members 
Mstep: Class 38 contains 9293 members 
Mstep: Class 39 contains 2185 members 
Mstep: Class 40 contains 5271 members 
Mstep: Class 41 contains 62885 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 64792 members 
Mstep: Class 44 contains 4371 members 
Mstep: Class 45 contains 557 members 
Mstep: Class 46 contains 433 members 
Mstep: Class 47 contains 585 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 114021 members 
Mstep: Class 50 contains 1146 members 
Mstep: Class 51 contains 178313 members 
Mstep: Class 52 contains 2087 members 
Mstep: Class 53 contains 1746 members 
Mstep: Class 54 contains 1528 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 451 members 
Mstep: Class 57 contains 10771 members 
Mstep: Class 58 contains 562 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90727440.000000 Penalty: 38242.621094
Iteration 180F: 59 clusters Score -9.072744e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 97788 members 
Mstep: Class 3 contains 60971 members 
Mstep: Class 4 contains 217405 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 3909 members 
Mstep: Class 7 contains 6010 members 
Mstep: Class 8 contains 67720 members 
Mstep: Class 9 contains 1306 members 
Mstep: Class 10 contains 136259 members 
Mstep: Class 11 contains 7235 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 37089 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 8944 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 134769 members 
Mstep: Class 20 contains 106463 members 
Mstep: Class 21 contains 51607 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 94682 members 
Mstep: Class 24 contains 1284 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 17697 members 
Mstep: Class 28 contains 83952 members 
Mstep: Class 29 contains 64257 members 
Mstep: Class 30 contains 19200 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 7554 members 
Mstep: Class 33 contains 39054 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 224179 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 9211 members 
Mstep: Class 39 contains 2188 members 
Mstep: Class 40 contains 5273 members 
Mstep: Class 41 contains 62464 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 64924 members 
Mstep: Class 44 contains 4105 members 
Mstep: Class 45 contains 557 members 
Mstep: Class 46 contains 433 members 
Mstep: Class 47 contains 585 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 117546 members 
Mstep: Class 50 contains 1118 members 
Mstep: Class 51 contains 177552 members 
Mstep: Class 52 contains 2086 members 
Mstep: Class 53 contains 1750 members 
Mstep: Class 54 contains 1562 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 451 members 
Mstep: Class 57 contains 10777 members 
Mstep: Class 58 contains 558 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90727096.000000 Penalty: 38242.621094
Iteration 181Q: 59 clusters Score -9.07271e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 217395 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 5983 members 
Mstep: Class 8 contains 67156 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 135773 members 
Mstep: Class 11 contains 7236 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 37083 members 
Mstep: Class 14 contains 2683 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 134609 members 
Mstep: Class 20 contains 105421 members 
Mstep: Class 21 contains 51371 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 94741 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 142 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 17847 members 
Mstep: Class 28 contains 83986 members 
Mstep: Class 29 contains 63481 members 
Mstep: Class 30 contains 19205 members 
Mstep: Class 31 contains 1297 members 
Mstep: Class 32 contains 7537 members 
Mstep: Class 33 contains 38967 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 224888 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 350 members 
Mstep: Class 38 contains 9140 members 
Mstep: Class 39 contains 2191 members 
Mstep: Class 40 contains 5256 members 
Mstep: Class 41 contains 62149 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 65052 members 
Mstep: Class 44 contains 3849 members 
Mstep: Class 45 contains 555 members 
Mstep: Class 46 contains 432 members 
Mstep: Class 47 contains 583 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 121025 members 
Mstep: Class 50 contains 1110 members 
Mstep: Class 51 contains 177255 members 
Mstep: Class 52 contains 2089 members 
Mstep: Class 53 contains 1755 members 
Mstep: Class 54 contains 1574 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 447 members 
Mstep: Class 57 contains 10792 members 
Mstep: Class 58 contains 557 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90727680.000000 Penalty: 38242.621094
Iteration 182Q: 59 clusters Score -9.072768e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 97481 members 
Mstep: Class 3 contains 60913 members 
Mstep: Class 4 contains 217383 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 5962 members 
Mstep: Class 8 contains 66533 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 134932 members 
Mstep: Class 11 contains 7236 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 37080 members 
Mstep: Class 14 contains 2686 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8922 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 134432 members 
Mstep: Class 20 contains 104326 members 
Mstep: Class 21 contains 51210 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 94836 members 
Mstep: Class 24 contains 1291 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1360 members 
Mstep: Class 27 contains 17998 members 
Mstep: Class 28 contains 84054 members 
Mstep: Class 29 contains 62693 members 
Mstep: Class 30 contains 19208 members 
Mstep: Class 31 contains 1297 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 38857 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 225463 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 9046 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 5230 members 
Mstep: Class 41 contains 61955 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 65197 members 
Mstep: Class 44 contains 3608 members 
Mstep: Class 45 contains 555 members 
Mstep: Class 46 contains 433 members 
Mstep: Class 47 contains 582 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 124438 members 
Mstep: Class 50 contains 1098 members 
Mstep: Class 51 contains 177313 members 
Mstep: Class 52 contains 2095 members 
Mstep: Class 53 contains 1756 members 
Mstep: Class 54 contains 1589 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 444 members 
Mstep: Class 57 contains 10794 members 
Mstep: Class 58 contains 554 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90728344.000000 Penalty: 38242.621094
Iteration 183Q: 59 clusters Score -9.072834e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 3 contains 60894 members 
Mstep: Class 4 contains 217394 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 5942 members 
Mstep: Class 8 contains 65823 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 133937 members 
Mstep: Class 11 contains 7236 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 37077 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8906 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 134248 members 
Mstep: Class 20 contains 103197 members 
Mstep: Class 21 contains 51235 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 94888 members 
Mstep: Class 24 contains 1294 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1361 members 
Mstep: Class 27 contains 18147 members 
Mstep: Class 28 contains 84117 members 
Mstep: Class 29 contains 61921 members 
Mstep: Class 30 contains 19206 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 38770 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 225877 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8968 members 
Mstep: Class 39 contains 2202 members 
Mstep: Class 40 contains 5181 members 
Mstep: Class 41 contains 61881 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 65350 members 
Mstep: Class 44 contains 3376 members 
Mstep: Class 45 contains 555 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 582 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 127759 members 
Mstep: Class 50 contains 1079 members 
Mstep: Class 51 contains 177484 members 
Mstep: Class 52 contains 2096 members 
Mstep: Class 53 contains 1755 members 
Mstep: Class 54 contains 1614 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 443 members 
Mstep: Class 57 contains 10791 members 
Mstep: Class 58 contains 552 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90729408.000000 Penalty: 38242.621094
Iteration 184Q: 59 clusters Score -9.072941e+07 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 97658 members 
Mstep: Class 3 contains 60847 members 
Mstep: Class 4 contains 217398 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 65022 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 132702 members 
Mstep: Class 11 contains 7236 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 37084 members 
Mstep: Class 14 contains 2693 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 8900 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 134018 members 
Mstep: Class 20 contains 102076 members 
Mstep: Class 21 contains 51414 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 94933 members 
Mstep: Class 24 contains 1296 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1360 members 
Mstep: Class 27 contains 18272 members 
Mstep: Class 28 contains 84159 members 
Mstep: Class 29 contains 61066 members 
Mstep: Class 30 contains 19203 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 7516 members 
Mstep: Class 33 contains 38692 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 226317 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8929 members 
Mstep: Class 39 contains 2206 members 
Mstep: Class 40 contains 5118 members 
Mstep: Class 41 contains 61783 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 65507 members 
Mstep: Class 44 contains 3153 members 
Mstep: Class 45 contains 561 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 582 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 130984 members 
Mstep: Class 50 contains 1058 members 
Mstep: Class 51 contains 177878 members 
Mstep: Class 52 contains 2097 members 
Mstep: Class 53 contains 1756 members 
Mstep: Class 54 contains 1641 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 443 members 
Mstep: Class 57 contains 10792 members 
Mstep: Class 58 contains 547 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90730224.000000 Penalty: 38242.621094
Iteration 185Q: 59 clusters Score -9.073022e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 97860 members 
Mstep: Class 3 contains 60838 members 
Mstep: Class 4 contains 217386 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 5914 members 
Mstep: Class 8 contains 64121 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 131469 members 
Mstep: Class 11 contains 7235 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 37081 members 
Mstep: Class 14 contains 2691 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 8888 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 133759 members 
Mstep: Class 20 contains 100985 members 
Mstep: Class 21 contains 51910 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 94958 members 
Mstep: Class 24 contains 1296 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1361 members 
Mstep: Class 27 contains 18384 members 
Mstep: Class 28 contains 84187 members 
Mstep: Class 29 contains 60207 members 
Mstep: Class 30 contains 19192 members 
Mstep: Class 31 contains 1298 members 
Mstep: Class 32 contains 7509 members 
Mstep: Class 33 contains 38572 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 226700 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8868 members 
Mstep: Class 39 contains 2213 members 
Mstep: Class 40 contains 5051 members 
Mstep: Class 41 contains 61738 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 65678 members 
Mstep: Class 44 contains 2939 members 
Mstep: Class 45 contains 569 members 
Mstep: Class 46 contains 433 members 
Mstep: Class 47 contains 581 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 134026 members 
Mstep: Class 50 contains 1040 members 
Mstep: Class 51 contains 178296 members 
Mstep: Class 52 contains 2098 members 
Mstep: Class 53 contains 1758 members 
Mstep: Class 54 contains 1663 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 442 members 
Mstep: Class 57 contains 10805 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90730952.000000 Penalty: 38242.621094
Iteration 186Q: 59 clusters Score -9.073095e+07 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 98213 members 
Mstep: Class 3 contains 60851 members 
Mstep: Class 4 contains 217396 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 5899 members 
Mstep: Class 8 contains 63201 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 130184 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 37076 members 
Mstep: Class 14 contains 2692 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 8881 members 
Mstep: Class 17 contains 1724 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 133431 members 
Mstep: Class 20 contains 99905 members 
Mstep: Class 21 contains 52699 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 94977 members 
Mstep: Class 24 contains 1299 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 18485 members 
Mstep: Class 28 contains 84185 members 
Mstep: Class 29 contains 59246 members 
Mstep: Class 30 contains 19188 members 
Mstep: Class 31 contains 1299 members 
Mstep: Class 32 contains 7501 members 
Mstep: Class 33 contains 38470 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 227022 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8828 members 
Mstep: Class 39 contains 2225 members 
Mstep: Class 40 contains 4991 members 
Mstep: Class 41 contains 61707 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 65844 members 
Mstep: Class 44 contains 2724 members 
Mstep: Class 45 contains 573 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 579 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 136985 members 
Mstep: Class 50 contains 1024 members 
Mstep: Class 51 contains 178592 members 
Mstep: Class 52 contains 2102 members 
Mstep: Class 53 contains 1769 members 
Mstep: Class 54 contains 1680 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 441 members 
Mstep: Class 57 contains 10803 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90731824.000000 Penalty: 38242.621094
Iteration 187Q: 59 clusters Score -9.073182e+07 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 217399 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 5896 members 
Mstep: Class 8 contains 62188 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 128930 members 
Mstep: Class 11 contains 7233 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 37075 members 
Mstep: Class 14 contains 2688 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 8880 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 133078 members 
Mstep: Class 20 contains 98800 members 
Mstep: Class 21 contains 53803 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 94991 members 
Mstep: Class 24 contains 1295 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1356 members 
Mstep: Class 27 contains 18577 members 
Mstep: Class 28 contains 84212 members 
Mstep: Class 29 contains 58174 members 
Mstep: Class 30 contains 19187 members 
Mstep: Class 31 contains 1299 members 
Mstep: Class 32 contains 7492 members 
Mstep: Class 33 contains 38366 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 227319 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8764 members 
Mstep: Class 39 contains 2237 members 
Mstep: Class 40 contains 4927 members 
Mstep: Class 41 contains 61725 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 65984 members 
Mstep: Class 44 contains 2507 members 
Mstep: Class 45 contains 576 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 579 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 139691 members 
Mstep: Class 50 contains 1016 members 
Mstep: Class 51 contains 179039 members 
Mstep: Class 52 contains 2102 members 
Mstep: Class 53 contains 1777 members 
Mstep: Class 54 contains 1689 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10808 members 
Mstep: Class 58 contains 532 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90733056.000000 Penalty: 38242.621094
Iteration 188Q: 59 clusters Score -9.073306e+07 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 3 contains 60872 members 
Mstep: Class 4 contains 217391 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 3930 members 
Mstep: Class 7 contains 5897 members 
Mstep: Class 8 contains 61069 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 127572 members 
Mstep: Class 11 contains 7233 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 37073 members 
Mstep: Class 14 contains 2680 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 8862 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 132718 members 
Mstep: Class 20 contains 97623 members 
Mstep: Class 21 contains 55178 members 
Mstep: Class 22 contains 567 members 
Mstep: Class 23 contains 94990 members 
Mstep: Class 24 contains 1294 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 18651 members 
Mstep: Class 28 contains 84229 members 
Mstep: Class 29 contains 57130 members 
Mstep: Class 30 contains 19179 members 
Mstep: Class 31 contains 1300 members 
Mstep: Class 32 contains 7494 members 
Mstep: Class 33 contains 38283 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 227642 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8711 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 4828 members 
Mstep: Class 41 contains 61732 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 66133 members 
Mstep: Class 44 contains 2306 members 
Mstep: Class 45 contains 578 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 578 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 142169 members 
Mstep: Class 50 contains 1008 members 
Mstep: Class 51 contains 179617 members 
Mstep: Class 52 contains 2101 members 
Mstep: Class 53 contains 1780 members 
Mstep: Class 54 contains 1696 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10802 members 
Mstep: Class 58 contains 529 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90734040.000000 Penalty: 38242.621094
Iteration 189Q: 59 clusters Score -9.073404e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 99707 members 
Mstep: Class 3 contains 60911 members 
Mstep: Class 4 contains 217405 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 5879 members 
Mstep: Class 8 contains 59817 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 126196 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37068 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 1723 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 132344 members 
Mstep: Class 20 contains 96426 members 
Mstep: Class 21 contains 56849 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 94979 members 
Mstep: Class 24 contains 1292 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1342 members 
Mstep: Class 27 contains 18691 members 
Mstep: Class 28 contains 84264 members 
Mstep: Class 29 contains 56184 members 
Mstep: Class 30 contains 19173 members 
Mstep: Class 31 contains 1300 members 
Mstep: Class 32 contains 7497 members 
Mstep: Class 33 contains 38209 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 228007 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8658 members 
Mstep: Class 39 contains 2261 members 
Mstep: Class 40 contains 4703 members 
Mstep: Class 41 contains 61736 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 66298 members 
Mstep: Class 44 contains 2131 members 
Mstep: Class 45 contains 582 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 577 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 144424 members 
Mstep: Class 50 contains 1006 members 
Mstep: Class 51 contains 180072 members 
Mstep: Class 52 contains 2100 members 
Mstep: Class 53 contains 1795 members 
Mstep: Class 54 contains 1699 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10786 members 
Mstep: Class 58 contains 524 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90735032.000000 Penalty: 38242.621094
Iteration 190Q: 59 clusters Score -9.073503e+07 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 3 contains 60930 members 
Mstep: Class 4 contains 217412 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 5860 members 
Mstep: Class 8 contains 58542 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 124711 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37067 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 131928 members 
Mstep: Class 20 contains 95277 members 
Mstep: Class 21 contains 58422 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 94961 members 
Mstep: Class 24 contains 1290 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1326 members 
Mstep: Class 27 contains 18710 members 
Mstep: Class 28 contains 84278 members 
Mstep: Class 29 contains 55373 members 
Mstep: Class 30 contains 19169 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 7495 members 
Mstep: Class 33 contains 38157 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 228360 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8577 members 
Mstep: Class 39 contains 2264 members 
Mstep: Class 40 contains 4557 members 
Mstep: Class 41 contains 61699 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 66491 members 
Mstep: Class 44 contains 1951 members 
Mstep: Class 45 contains 584 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 577 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 146462 members 
Mstep: Class 50 contains 1004 members 
Mstep: Class 51 contains 180891 members 
Mstep: Class 52 contains 2100 members 
Mstep: Class 53 contains 1815 members 
Mstep: Class 54 contains 1700 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10770 members 
Mstep: Class 58 contains 521 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90735544.000000 Penalty: 38242.621094
Iteration 191Q: 59 clusters Score -9.073554e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 101136 members 
Mstep: Class 3 contains 60946 members 
Mstep: Class 4 contains 217408 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 3931 members 
Mstep: Class 7 contains 5845 members 
Mstep: Class 8 contains 57152 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 123352 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37063 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 131469 members 
Mstep: Class 20 contains 94174 members 
Mstep: Class 21 contains 59898 members 
Mstep: Class 22 contains 567 members 
Mstep: Class 23 contains 94936 members 
Mstep: Class 24 contains 1290 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1303 members 
Mstep: Class 27 contains 18705 members 
Mstep: Class 28 contains 84277 members 
Mstep: Class 29 contains 54654 members 
Mstep: Class 30 contains 19163 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 7503 members 
Mstep: Class 33 contains 38067 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 228670 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8520 members 
Mstep: Class 39 contains 2267 members 
Mstep: Class 40 contains 4417 members 
Mstep: Class 41 contains 61649 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 66676 members 
Mstep: Class 44 contains 1785 members 
Mstep: Class 45 contains 585 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 575 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 148189 members 
Mstep: Class 50 contains 1001 members 
Mstep: Class 51 contains 182007 members 
Mstep: Class 52 contains 2101 members 
Mstep: Class 53 contains 1834 members 
Mstep: Class 54 contains 1697 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10762 members 
Mstep: Class 58 contains 523 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90736376.000000 Penalty: 38242.621094
Iteration 192Q: 59 clusters Score -9.073638e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 3 contains 60934 members 
Mstep: Class 4 contains 217401 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 3934 members 
Mstep: Class 7 contains 5828 members 
Mstep: Class 8 contains 55628 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 121954 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37064 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8837 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 130965 members 
Mstep: Class 20 contains 93076 members 
Mstep: Class 21 contains 61414 members 
Mstep: Class 22 contains 568 members 
Mstep: Class 23 contains 94886 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 18652 members 
Mstep: Class 28 contains 84265 members 
Mstep: Class 29 contains 54043 members 
Mstep: Class 30 contains 19152 members 
Mstep: Class 31 contains 1300 members 
Mstep: Class 32 contains 7510 members 
Mstep: Class 33 contains 37991 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 228925 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8460 members 
Mstep: Class 39 contains 2271 members 
Mstep: Class 40 contains 4275 members 
Mstep: Class 41 contains 61545 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 66848 members 
Mstep: Class 44 contains 1633 members 
Mstep: Class 45 contains 586 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 575 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 149789 members 
Mstep: Class 50 contains 1001 members 
Mstep: Class 51 contains 183330 members 
Mstep: Class 52 contains 2099 members 
Mstep: Class 53 contains 1848 members 
Mstep: Class 54 contains 1698 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10753 members 
Mstep: Class 58 contains 519 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90737064.000000 Penalty: 38242.621094
Iteration 193Q: 59 clusters Score -9.073706e+07 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 103151 members 
Mstep: Class 3 contains 60912 members 
Mstep: Class 4 contains 217408 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 5813 members 
Mstep: Class 8 contains 53983 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 120769 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37060 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 130418 members 
Mstep: Class 20 contains 91977 members 
Mstep: Class 21 contains 62988 members 
Mstep: Class 22 contains 570 members 
Mstep: Class 23 contains 94831 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 1270 members 
Mstep: Class 27 contains 18577 members 
Mstep: Class 28 contains 84237 members 
Mstep: Class 29 contains 53470 members 
Mstep: Class 30 contains 19135 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 7511 members 
Mstep: Class 33 contains 37900 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 229125 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8410 members 
Mstep: Class 39 contains 2282 members 
Mstep: Class 40 contains 4133 members 
Mstep: Class 41 contains 61484 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 67027 members 
Mstep: Class 44 contains 1493 members 
Mstep: Class 45 contains 587 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 575 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 150933 members 
Mstep: Class 50 contains 1001 members 
Mstep: Class 51 contains 184907 members 
Mstep: Class 52 contains 2098 members 
Mstep: Class 53 contains 1861 members 
Mstep: Class 54 contains 1699 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10755 members 
Mstep: Class 58 contains 517 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90737752.000000 Penalty: 38242.621094
Iteration 194Q: 59 clusters Score -9.073775e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 3 contains 60921 members 
Mstep: Class 4 contains 217391 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 5804 members 
Mstep: Class 8 contains 52240 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 119673 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37055 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8818 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 129778 members 
Mstep: Class 20 contains 90905 members 
Mstep: Class 21 contains 64605 members 
Mstep: Class 22 contains 571 members 
Mstep: Class 23 contains 94745 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 140 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 18504 members 
Mstep: Class 28 contains 84247 members 
Mstep: Class 29 contains 52904 members 
Mstep: Class 30 contains 19118 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 7513 members 
Mstep: Class 33 contains 37797 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 229311 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8326 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 4002 members 
Mstep: Class 41 contains 61527 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 67202 members 
Mstep: Class 44 contains 1358 members 
Mstep: Class 45 contains 585 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 574 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 151653 members 
Mstep: Class 50 contains 1001 members 
Mstep: Class 51 contains 186843 members 
Mstep: Class 52 contains 2098 members 
Mstep: Class 53 contains 1878 members 
Mstep: Class 54 contains 1700 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10754 members 
Mstep: Class 58 contains 519 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90738080.000000 Penalty: 38242.621094
Iteration 195Q: 59 clusters Score -9.073808e+07 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 3 contains 60935 members 
Mstep: Class 4 contains 217383 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 5803 members 
Mstep: Class 8 contains 50462 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 118789 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37056 members 
Mstep: Class 14 contains 2682 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8811 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 129049 members 
Mstep: Class 20 contains 89937 members 
Mstep: Class 21 contains 66502 members 
Mstep: Class 22 contains 571 members 
Mstep: Class 23 contains 94683 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 140 members 
Mstep: Class 26 contains 1228 members 
Mstep: Class 27 contains 18407 members 
Mstep: Class 28 contains 84242 members 
Mstep: Class 29 contains 52238 members 
Mstep: Class 30 contains 19097 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 37698 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 229475 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8269 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 3860 members 
Mstep: Class 41 contains 61541 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 67380 members 
Mstep: Class 44 contains 1253 members 
Mstep: Class 45 contains 585 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 572 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 151786 members 
Mstep: Class 50 contains 1002 members 
Mstep: Class 51 contains 188947 members 
Mstep: Class 52 contains 2100 members 
Mstep: Class 53 contains 1887 members 
Mstep: Class 54 contains 1702 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10748 members 
Mstep: Class 58 contains 518 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90738560.000000 Penalty: 38242.621094
Iteration 196Q: 59 clusters Score -9.073856e+07 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 106485 members 
Mstep: Class 3 contains 60955 members 
Mstep: Class 4 contains 217362 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 5795 members 
Mstep: Class 8 contains 48549 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 118102 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37056 members 
Mstep: Class 14 contains 2686 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 128263 members 
Mstep: Class 20 contains 89042 members 
Mstep: Class 21 contains 68797 members 
Mstep: Class 22 contains 573 members 
Mstep: Class 23 contains 94597 members 
Mstep: Class 24 contains 1288 members 
Mstep: Class 25 contains 140 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 18275 members 
Mstep: Class 28 contains 84246 members 
Mstep: Class 29 contains 51486 members 
Mstep: Class 30 contains 19072 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 37577 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 229679 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8199 members 
Mstep: Class 39 contains 2320 members 
Mstep: Class 40 contains 3717 members 
Mstep: Class 41 contains 61558 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 67563 members 
Mstep: Class 44 contains 1166 members 
Mstep: Class 45 contains 585 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 571 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 151198 members 
Mstep: Class 50 contains 1002 members 
Mstep: Class 51 contains 191417 members 
Mstep: Class 52 contains 2098 members 
Mstep: Class 53 contains 1895 members 
Mstep: Class 54 contains 1709 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10740 members 
Mstep: Class 58 contains 515 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90738864.000000 Penalty: 38242.621094
Iteration 197Q: 59 clusters Score -9.073886e+07 nChanged 14683
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 107515 members 
Mstep: Class 3 contains 60984 members 
Mstep: Class 4 contains 217353 members 
Mstep: Class 5 contains 1952 members 
Mstep: Class 6 contains 3946 members 
Mstep: Class 7 contains 5780 members 
Mstep: Class 8 contains 46562 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 117771 members 
Mstep: Class 11 contains 7233 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37050 members 
Mstep: Class 14 contains 2691 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8780 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 127463 members 
Mstep: Class 20 contains 88151 members 
Mstep: Class 21 contains 71382 members 
Mstep: Class 22 contains 573 members 
Mstep: Class 23 contains 94491 members 
Mstep: Class 24 contains 1286 members 
Mstep: Class 25 contains 140 members 
Mstep: Class 26 contains 1198 members 
Mstep: Class 27 contains 18131 members 
Mstep: Class 28 contains 84223 members 
Mstep: Class 29 contains 50690 members 
Mstep: Class 30 contains 19048 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 7536 members 
Mstep: Class 33 contains 37435 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 229908 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8174 members 
Mstep: Class 39 contains 2333 members 
Mstep: Class 40 contains 3555 members 
Mstep: Class 41 contains 61532 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 67745 members 
Mstep: Class 44 contains 1083 members 
Mstep: Class 45 contains 585 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 570 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 149906 members 
Mstep: Class 50 contains 1002 members 
Mstep: Class 51 contains 194230 members 
Mstep: Class 52 contains 2097 members 
Mstep: Class 53 contains 1899 members 
Mstep: Class 54 contains 1716 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10729 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90739056.000000 Penalty: 38242.621094
Iteration 198Q: 59 clusters Score -9.073906e+07 nChanged 15017
Entering ConstructFrom: 
Score: -90739056.000000 Penalty: 38242.621094
Entering ConstructFrom: 
Trying to split cluster 1 (108493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108493 members 
Entering Unmasked Estep 
Score: -5350107.000000 Penalty: 527.547058
	Iteration 0F: 2 clusters Score -5350107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -5276619.000000 Penalty: 1055.094116
	Iteration 0F: 3 clusters Score -5276619 nChanged 53177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -5308375.000000 Penalty: 1055.094116
	Iteration 1F: 3 clusters Score -5308375 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -5309659.000000 Penalty: 1055.094116
	Iteration 2Q: 3 clusters Score -5309659 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -5311767.500000 Penalty: 1055.094116
	Iteration 3Q: 3 clusters Score -5311768 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -5315972.000000 Penalty: 1055.094116
	Iteration 4F: 3 clusters Score -5315972 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -5323283.000000 Penalty: 1055.094116
	Iteration 5F: 3 clusters Score -5323283 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 91709 members 
Entering Unmasked Estep 
Score: -5332868.500000 Penalty: 1055.094116
	Iteration 6F: 3 clusters Score -5332868 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 99492 members 
Entering Unmasked Estep 
Score: -5340918.500000 Penalty: 1055.094116
	Iteration 7F: 3 clusters Score -5340918 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -5345727.500000 Penalty: 1055.094116
	Iteration 8Q: 3 clusters Score -5345728 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 106353 members 
Entering Unmasked Estep 
Score: -5347907.500000 Penalty: 1055.094116
	Iteration 9Q: 3 clusters Score -5347908 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -5348913.500000 Penalty: 1055.094116
	Iteration 10Q: 3 clusters Score -5348914 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 107884 members 
Entering Unmasked Estep 
Score: -5349344.500000 Penalty: 1055.094116
	Iteration 11Q: 3 clusters Score -5349344 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 108044 members 
Entering Unmasked Estep 
Score: -5349557.000000 Penalty: 1055.094116
	Iteration 12Q: 3 clusters Score -5349557 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -5349664.500000 Penalty: 1055.094116
	Iteration 13Q: 3 clusters Score -5349664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 108131 members 
Entering Unmasked Estep 
Score: -5349709.000000 Penalty: 1055.094116
	Iteration 14Q: 3 clusters Score -5349709 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -5349755.500000 Penalty: 1055.094116
	Iteration 15Q: 3 clusters Score -5349756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -5349784.500000 Penalty: 1055.094116
	Iteration 16Q: 3 clusters Score -5349784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 108136 members 
Entering Unmasked Estep 
Score: -5349799.500000 Penalty: 1055.094116
	Iteration 17Q: 3 clusters Score -5349800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 108127 members 
Entering Unmasked Estep 
Score: -5349817.500000 Penalty: 1055.094116
	Iteration 18Q: 3 clusters Score -5349818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 108117 members 
Entering Unmasked Estep 
Score: -5349846.000000 Penalty: 1055.094116
	Iteration 19Q: 3 clusters Score -5349846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 108097 members 
Entering Unmasked Estep 
Score: -5349868.000000 Penalty: 1055.094116
	Iteration 20F: 3 clusters Score -5349868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 108076 members 
Entering Unmasked Estep 
Score: -5349877.000000 Penalty: 1055.094116
	Iteration 21Q: 3 clusters Score -5349877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 108064 members 
Entering Unmasked Estep 
Score: -5349881.000000 Penalty: 1055.094116
	Iteration 22Q: 3 clusters Score -5349881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 108048 members 
Entering Unmasked Estep 
Score: -5349897.000000 Penalty: 1055.094116
	Iteration 23Q: 3 clusters Score -5349897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 108036 members 
Entering Unmasked Estep 
Score: -5349911.500000 Penalty: 1055.094116
	Iteration 24Q: 3 clusters Score -5349912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 108029 members 
Entering Unmasked Estep 
Score: -5349912.500000 Penalty: 1055.094116
	Iteration 25Q: 3 clusters Score -5349912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 108022 members 
Entering Unmasked Estep 
Score: -5349919.000000 Penalty: 1055.094116
	Iteration 26Q: 3 clusters Score -5349919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 108017 members 
Entering Unmasked Estep 
Score: -5349909.500000 Penalty: 1055.094116
	Iteration 27Q: 3 clusters Score -5349910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -5349913.500000 Penalty: 1055.094116
	Iteration 28Q: 3 clusters Score -5349914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 108007 members 
Entering Unmasked Estep 
Score: -5349914.500000 Penalty: 1055.094116
	Iteration 29Q: 3 clusters Score -5349914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 107997 members 
Entering Unmasked Estep 
Score: -5349913.500000 Penalty: 1055.094116
	Iteration 30Q: 3 clusters Score -5349914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -5349920.500000 Penalty: 1055.094116
	Iteration 31Q: 3 clusters Score -5349920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 107973 members 
Entering Unmasked Estep 
Score: -5349928.500000 Penalty: 1055.094116
	Iteration 32Q: 3 clusters Score -5349928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 107953 members 
Entering Unmasked Estep 
Score: -5349935.000000 Penalty: 1055.094116
	Iteration 33Q: 3 clusters Score -5349935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 107933 members 
Entering Unmasked Estep 
Score: -5349944.500000 Penalty: 1055.094116
	Iteration 34Q: 3 clusters Score -5349944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -5349952.500000 Penalty: 1055.094116
	Iteration 35Q: 3 clusters Score -5349952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -5349953.000000 Penalty: 1055.094116
	Iteration 36Q: 3 clusters Score -5349953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 107856 members 
Entering Unmasked Estep 
Score: -5349958.000000 Penalty: 1055.094116
	Iteration 37Q: 3 clusters Score -5349958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 107838 members 
Entering Unmasked Estep 
Score: -5349965.500000 Penalty: 1055.094116
	Iteration 38Q: 3 clusters Score -5349966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 107823 members 
Entering Unmasked Estep 
Score: -5349966.000000 Penalty: 1055.094116
	Iteration 39Q: 3 clusters Score -5349966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 107807 members 
Entering Unmasked Estep 
Score: -5349975.000000 Penalty: 1055.094116
	Iteration 40F: 3 clusters Score -5349975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -5349985.000000 Penalty: 1055.094116
	Iteration 41Q: 3 clusters Score -5349985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -5349980.500000 Penalty: 1055.094116
	Iteration 42Q: 3 clusters Score -5349980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -5349980.000000 Penalty: 1055.094116
	Iteration 43Q: 3 clusters Score -5349980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 107745 members 
Entering Unmasked Estep 
Score: -5349982.000000 Penalty: 1055.094116
	Iteration 44Q: 3 clusters Score -5349982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 107723 members 
Entering Unmasked Estep 
Score: -5349988.000000 Penalty: 1055.094116
	Iteration 45Q: 3 clusters Score -5349988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -5349997.000000 Penalty: 1055.094116
	Iteration 46Q: 3 clusters Score -5349997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 107677 members 
Entering Unmasked Estep 
Score: -5350002.500000 Penalty: 1055.094116
	Iteration 47Q: 3 clusters Score -5350002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 107647 members 
Entering Unmasked Estep 
Score: -5349996.500000 Penalty: 1055.094116
	Iteration 48Q: 3 clusters Score -5349996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 107620 members 
Entering Unmasked Estep 
Score: -5350016.500000 Penalty: 1055.094116
	Iteration 49Q: 3 clusters Score -5350016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -5350017.500000 Penalty: 1055.094116
	Iteration 50Q: 3 clusters Score -5350018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 107574 members 
Entering Unmasked Estep 
Score: -5350034.000000 Penalty: 1055.094116
	Iteration 51Q: 3 clusters Score -5350034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -5350045.500000 Penalty: 1055.094116
	Iteration 52Q: 3 clusters Score -5350046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 107511 members 
Entering Unmasked Estep 
Score: -5350052.000000 Penalty: 1055.094116
	Iteration 53Q: 3 clusters Score -5350052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 107482 members 
Entering Unmasked Estep 
Score: -5350068.500000 Penalty: 1055.094116
	Iteration 54Q: 3 clusters Score -5350068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -5350070.000000 Penalty: 1055.094116
	Iteration 55Q: 3 clusters Score -5350070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 107435 members 
Entering Unmasked Estep 
Score: -5350077.500000 Penalty: 1055.094116
	Iteration 56Q: 3 clusters Score -5350078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -5350080.500000 Penalty: 1055.094116
	Iteration 57Q: 3 clusters Score -5350080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -5350083.500000 Penalty: 1055.094116
	Iteration 58Q: 3 clusters Score -5350084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 107350 members 
Entering Unmasked Estep 
Score: -5350096.000000 Penalty: 1055.094116
	Iteration 59Q: 3 clusters Score -5350096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 107316 members 
Entering Unmasked Estep 
Score: -5350089.500000 Penalty: 1055.094116
	Iteration 60F: 3 clusters Score -5350090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -5350108.500000 Penalty: 1055.094116
	Iteration 61Q: 3 clusters Score -5350108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -5350107.500000 Penalty: 1055.094116
	Iteration 62Q: 3 clusters Score -5350108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 107222 members 
Entering Unmasked Estep 
Score: -5350111.000000 Penalty: 1055.094116
	Iteration 63Q: 3 clusters Score -5350111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 107205 members 
Entering Unmasked Estep 
Score: -5350108.500000 Penalty: 1055.094116
	Iteration 64Q: 3 clusters Score -5350108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 107192 members 
Entering Unmasked Estep 
Score: -5350112.500000 Penalty: 1055.094116
	Iteration 65Q: 3 clusters Score -5350112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -5350114.000000 Penalty: 1055.094116
	Iteration 66Q: 3 clusters Score -5350114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -5350113.500000 Penalty: 1055.094116
	Iteration 67Q: 3 clusters Score -5350114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 107133 members 
Entering Unmasked Estep 
Score: -5350119.500000 Penalty: 1055.094116
	Iteration 68Q: 3 clusters Score -5350120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 107113 members 
Entering Unmasked Estep 
Score: -5350125.500000 Penalty: 1055.094116
	Iteration 69Q: 3 clusters Score -5350126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -5350131.000000 Penalty: 1055.094116
	Iteration 70Q: 3 clusters Score -5350131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -5350135.500000 Penalty: 1055.094116
	Iteration 71Q: 3 clusters Score -5350136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 107052 members 
Entering Unmasked Estep 
Score: -5350132.000000 Penalty: 1055.094116
	Iteration 72Q: 3 clusters Score -5350132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 107030 members 
Entering Unmasked Estep 
Score: -5350133.500000 Penalty: 1055.094116
	Iteration 73Q: 3 clusters Score -5350134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 107009 members 
Entering Unmasked Estep 
Score: -5350132.500000 Penalty: 1055.094116
	Iteration 74Q: 3 clusters Score -5350132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -5350135.000000 Penalty: 1055.094116
	Iteration 75Q: 3 clusters Score -5350135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 106948 members 
Entering Unmasked Estep 
Score: -5350146.000000 Penalty: 1055.094116
	Iteration 76Q: 3 clusters Score -5350146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 106913 members 
Entering Unmasked Estep 
Score: -5350139.500000 Penalty: 1055.094116
	Iteration 77Q: 3 clusters Score -5350140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -5350145.500000 Penalty: 1055.094116
	Iteration 78Q: 3 clusters Score -5350146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -5350153.500000 Penalty: 1055.094116
	Iteration 79Q: 3 clusters Score -5350154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -5350155.000000 Penalty: 1055.094116
	Iteration 80F: 3 clusters Score -5350155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -5350175.000000 Penalty: 1055.094116
	Iteration 81Q: 3 clusters Score -5350175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 106670 members 
Entering Unmasked Estep 
Score: -5350192.000000 Penalty: 1055.094116
	Iteration 82Q: 3 clusters Score -5350192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 106622 members 
Entering Unmasked Estep 
Score: -5350190.000000 Penalty: 1055.094116
	Iteration 83Q: 3 clusters Score -5350190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 106577 members 
Entering Unmasked Estep 
Score: -5350187.000000 Penalty: 1055.094116
	Iteration 84Q: 3 clusters Score -5350187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 106534 members 
Entering Unmasked Estep 
Score: -5350190.500000 Penalty: 1055.094116
	Iteration 85Q: 3 clusters Score -5350190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 106490 members 
Entering Unmasked Estep 
Score: -5350196.500000 Penalty: 1055.094116
	Iteration 86Q: 3 clusters Score -5350196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 106440 members 
Entering Unmasked Estep 
Score: -5350220.500000 Penalty: 1055.094116
	Iteration 87Q: 3 clusters Score -5350220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -5350231.000000 Penalty: 1055.094116
	Iteration 88Q: 3 clusters Score -5350231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -5350225.000000 Penalty: 1055.094116
	Iteration 89Q: 3 clusters Score -5350225 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 106351 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5350226 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 106332 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5350228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 106319 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5350222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 106304 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5350222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5350226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5350224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5350226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5350221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -5350223.000000 Penalty: 1055.094116
	Iteration 98Q: 3 clusters Score -5350223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5350222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 106271 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5350225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 106264 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5350224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 106255 members 
Entering Unmasked Estep 
Score: -5350229.000000 Penalty: 1055.094116
	Iteration 102Q: 3 clusters Score -5350229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 106246 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5350228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 106240 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5350228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 106230 members 
Entering Unmasked Estep 
Score: -5350227.000000 Penalty: 1055.094116
	Iteration 105Q: 3 clusters Score -5350227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 106220 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5350227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5350222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 106203 members 
Entering Unmasked Estep 
Score: -5350220.000000 Penalty: 1055.094116
	Iteration 108Q: 3 clusters Score -5350220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -5350226.500000 Penalty: 1055.094116
	Iteration 109Q: 3 clusters Score -5350226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5350227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 106182 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5350222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 106175 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5350228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 106167 members 
Entering Unmasked Estep 
Score: -5350224.500000 Penalty: 1055.094116
	Iteration 113Q: 3 clusters Score -5350224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 106159 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5350226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 106152 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5350222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5350221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 106140 members 
Entering Unmasked Estep 
Score: -5350215.000000 Penalty: 1055.094116
	Iteration 117Q: 3 clusters Score -5350215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -5350218.000000 Penalty: 1055.094116
	Iteration 118Q: 3 clusters Score -5350218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 106130 members 
Entering Unmasked Estep 
Score: -5350213.500000 Penalty: 1055.094116
	Iteration 119Q: 3 clusters Score -5350214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5350222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 106121 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5350223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 106118 members 
Entering Unmasked Estep 
Score: -5350227.500000 Penalty: 1055.094116
	Iteration 122Q: 3 clusters Score -5350228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -5350231.000000 Penalty: 1055.094116
	Iteration 123Q: 3 clusters Score -5350231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -5350226.500000 Penalty: 1055.094116
	Iteration 124Q: 3 clusters Score -5350226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 106104 members 
Entering Unmasked Estep 
Score: -5350230.000000 Penalty: 1055.094116
	Iteration 125Q: 3 clusters Score -5350230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -5350226.500000 Penalty: 1055.094116
	Iteration 126Q: 3 clusters Score -5350226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 106089 members 
Entering Unmasked Estep 
Score: -5350232.500000 Penalty: 1055.094116
	Iteration 127Q: 3 clusters Score -5350232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -5350231.500000 Penalty: 1055.094116
	Iteration 128Q: 3 clusters Score -5350232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -5350231.500000 Penalty: 1055.094116
	Iteration 129Q: 3 clusters Score -5350232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -5350233.500000 Penalty: 1055.094116
	Iteration 130Q: 3 clusters Score -5350234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 106063 members 
Entering Unmasked Estep 
Score: -5350234.000000 Penalty: 1055.094116
	Iteration 131Q: 3 clusters Score -5350234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 106058 members 
Entering Unmasked Estep 
Score: -5350228.500000 Penalty: 1055.094116
	Iteration 132Q: 3 clusters Score -5350228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 106053 members 
Entering Unmasked Estep 
Score: -5350232.000000 Penalty: 1055.094116
	Iteration 133Q: 3 clusters Score -5350232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -5350229.500000 Penalty: 1055.094116
	Iteration 134Q: 3 clusters Score -5350230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 106047 members 
Entering Unmasked Estep 
Score: -5350235.000000 Penalty: 1055.094116
	Iteration 135Q: 3 clusters Score -5350235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 106040 members 
Entering Unmasked Estep 
Score: -5350232.500000 Penalty: 1055.094116
	Iteration 136Q: 3 clusters Score -5350232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -5350237.000000 Penalty: 1055.094116
	Iteration 137Q: 3 clusters Score -5350237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 106019 members 
Entering Unmasked Estep 
Score: -5350236.500000 Penalty: 1055.094116
	Iteration 138Q: 3 clusters Score -5350236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 106012 members 
Entering Unmasked Estep 
Score: -5350239.500000 Penalty: 1055.094116
	Iteration 139Q: 3 clusters Score -5350240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 106007 members 
Entering Unmasked Estep 
Score: -5350235.500000 Penalty: 1055.094116
	Iteration 140F: 3 clusters Score -5350236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -5350239.000000 Penalty: 1055.094116
	Iteration 141Q: 3 clusters Score -5350239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 105995 members 
Entering Unmasked Estep 
Score: -5350236.500000 Penalty: 1055.094116
	Iteration 142Q: 3 clusters Score -5350236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -5350239.500000 Penalty: 1055.094116
	Iteration 143Q: 3 clusters Score -5350240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 105983 members 
Entering Unmasked Estep 
Score: -5350240.500000 Penalty: 1055.094116
	Iteration 144Q: 3 clusters Score -5350240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 105976 members 
Entering Unmasked Estep 
Score: -5350242.000000 Penalty: 1055.094116
	Iteration 145Q: 3 clusters Score -5350242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -5350244.500000 Penalty: 1055.094116
	Iteration 146Q: 3 clusters Score -5350244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 105966 members 
Entering Unmasked Estep 
Score: -5350242.000000 Penalty: 1055.094116
	Iteration 147Q: 3 clusters Score -5350242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 105958 members 
Entering Unmasked Estep 
Score: -5350251.000000 Penalty: 1055.094116
	Iteration 148Q: 3 clusters Score -5350251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 105949 members 
Entering Unmasked Estep 
Score: -5350251.000000 Penalty: 1055.094116
	Iteration 149Q: 3 clusters Score -5350251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 105935 members 
Entering Unmasked Estep 
Score: -5350253.000000 Penalty: 1055.094116
	Iteration 150Q: 3 clusters Score -5350253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 105922 members 
Entering Unmasked Estep 
Score: -5350247.000000 Penalty: 1055.094116
	Iteration 151Q: 3 clusters Score -5350247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -5350238.500000 Penalty: 1055.094116
	Iteration 152Q: 3 clusters Score -5350238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 105899 members 
Entering Unmasked Estep 
Score: -5350239.500000 Penalty: 1055.094116
	Iteration 153Q: 3 clusters Score -5350240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 105893 members 
Entering Unmasked Estep 
Score: -5350242.500000 Penalty: 1055.094116
	Iteration 154Q: 3 clusters Score -5350242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -5350241.000000 Penalty: 1055.094116
	Iteration 155Q: 3 clusters Score -5350241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 105876 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5350242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 105869 members 
Entering Unmasked Estep 
Score: -5350245.000000 Penalty: 1055.094116
	Iteration 157Q: 3 clusters Score -5350245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 105862 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5350248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 105853 members 
Entering Unmasked Estep 
Score: -5350246.500000 Penalty: 1055.094116
	Iteration 159Q: 3 clusters Score -5350246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -5350252.500000 Penalty: 1055.094116
	Iteration 160F: 3 clusters Score -5350252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 105842 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5350252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5350252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 105837 members 
Entering Unmasked Estep 
Score: -5350250.000000 Penalty: 1055.094116
	Iteration 163Q: 3 clusters Score -5350250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5350251 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
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	Iteration 165F: 3 clusters Score -5350251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 105836 members 
Mstep: Class 3 contains 61026 members 
Mstep: Class 4 contains 217344 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 3945 members 
Mstep: Class 7 contains 5761 members 
Mstep: Class 8 contains 44535 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 117592 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37046 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8757 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 126651 members 
Mstep: Class 20 contains 87351 members 
Mstep: Class 21 contains 74190 members 
Mstep: Class 22 contains 573 members 
Mstep: Class 23 contains 94364 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 140 members 
Mstep: Class 26 contains 1190 members 
Mstep: Class 27 contains 17976 members 
Mstep: Class 28 contains 84204 members 
Mstep: Class 29 contains 49855 members 
Mstep: Class 30 contains 19028 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 7536 members 
Mstep: Class 33 contains 37260 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 230142 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8143 members 
Mstep: Class 39 contains 2343 members 
Mstep: Class 40 contains 3416 members 
Mstep: Class 41 contains 61621 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 67904 members 
Mstep: Class 44 contains 1003 members 
Mstep: Class 45 contains 585 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 567 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 148098 members 
Mstep: Class 50 contains 1002 members 
Mstep: Class 51 contains 197185 members 
Mstep: Class 52 contains 2098 members 
Mstep: Class 53 contains 1900 members 
Mstep: Class 54 contains 1723 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10722 members 
Mstep: Class 58 contains 511 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
Score: -90737264.000000 Penalty: 38901.976562
Splitting cluster 1 changes total score from -90739056.000000 to -90737264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (61026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61026 members 
Entering Unmasked Estep 
Score: -2789240.750000 Penalty: 501.367004
	Iteration 0F: 2 clusters Score -2789241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -2748196.750000 Penalty: 1002.734009
	Iteration 0F: 3 clusters Score -2748197 nChanged 29596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -2766338.000000 Penalty: 1002.734009
	Iteration 1F: 3 clusters Score -2766338 nChanged 2620
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -2767219.250000 Penalty: 1002.734009
	Iteration 2Q: 3 clusters Score -2767219 nChanged 3178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2768676.500000 Penalty: 1002.734009
	Iteration 3F: 3 clusters Score -2768676 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2771256.000000 Penalty: 1002.734009
	Iteration 4F: 3 clusters Score -2771256 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2775409.500000 Penalty: 1002.734009
	Iteration 5F: 3 clusters Score -2775410 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2781004.000000 Penalty: 1002.734009
	Iteration 6F: 3 clusters Score -2781004 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2785766.750000 Penalty: 1002.734009
	Iteration 7F: 3 clusters Score -2785767 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2788024.750000 Penalty: 1002.734009
	Iteration 8Q: 3 clusters Score -2788025 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2788624.250000 Penalty: 1002.734009
	Iteration 9Q: 3 clusters Score -2788624 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2788776.250000 Penalty: 1002.734009
	Iteration 10Q: 3 clusters Score -2788776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2788799.000000 Penalty: 1002.734009
	Iteration 11Q: 3 clusters Score -2788799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2788810.750000 Penalty: 1002.734009
	Iteration 12Q: 3 clusters Score -2788811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2788822.500000 Penalty: 1002.734009
	Iteration 13Q: 3 clusters Score -2788822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2788832.750000 Penalty: 1002.734009
	Iteration 14Q: 3 clusters Score -2788833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2788846.750000 Penalty: 1002.734009
	Iteration 15Q: 3 clusters Score -2788847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2788845.500000 Penalty: 1002.734009
	Iteration 16Q: 3 clusters Score -2788846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2788848.750000 Penalty: 1002.734009
	Iteration 17Q: 3 clusters Score -2788849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2788848.750000 Penalty: 1002.734009
	Iteration 18Q: 3 clusters Score -2788849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2788854.500000 Penalty: 1002.734009
	Iteration 19Q: 3 clusters Score -2788854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2788855.250000 Penalty: 1002.734009
	Iteration 20F: 3 clusters Score -2788855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2788854.500000 Penalty: 1002.734009
	Iteration 21Q: 3 clusters Score -2788854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2788854.500000 Penalty: 1002.734009
	Iteration 22F: 3 clusters Score -2788854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (217344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217344 members 
Entering Unmasked Estep 
Score: -10227442.000000 Penalty: 559.160278
	Iteration 0F: 2 clusters Score -1.022744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 108834 members 
Entering Unmasked Estep 
Score: -10082208.000000 Penalty: 1118.320557
	Iteration 0F: 3 clusters Score -1.008221e+07 nChanged 107109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 117319 members 
Entering Unmasked Estep 
Score: -10149345.000000 Penalty: 1118.320557
	Iteration 1F: 3 clusters Score -1.014934e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 123350 members 
Entering Unmasked Estep 
Score: -10153636.000000 Penalty: 1118.320557
	Iteration 2Q: 3 clusters Score -1.015364e+07 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 131786 members 
Entering Unmasked Estep 
Score: -10160770.000000 Penalty: 1118.320557
	Iteration 3F: 3 clusters Score -1.016077e+07 nChanged 14423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75219 members 
Mstep: Class 2 contains 142125 members 
Entering Unmasked Estep 
Score: -10171561.000000 Penalty: 1118.320557
	Iteration 4F: 3 clusters Score -1.017156e+07 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 152234 members 
Entering Unmasked Estep 
Score: -10184368.000000 Penalty: 1118.320557
	Iteration 5F: 3 clusters Score -1.018437e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 159861 members 
Entering Unmasked Estep 
Score: -10194730.000000 Penalty: 1118.320557
	Iteration 6F: 3 clusters Score -1.019473e+07 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 165198 members 
Entering Unmasked Estep 
Score: -10200055.000000 Penalty: 1118.320557
	Iteration 7Q: 3 clusters Score -1.020006e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 169807 members 
Entering Unmasked Estep 
Score: -10202725.000000 Penalty: 1118.320557
	Iteration 8Q: 3 clusters Score -1.020272e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 174363 members 
Entering Unmasked Estep 
Score: -10204834.000000 Penalty: 1118.320557
	Iteration 9Q: 3 clusters Score -1.020483e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 178978 members 
Entering Unmasked Estep 
Score: -10207084.000000 Penalty: 1118.320557
	Iteration 10Q: 3 clusters Score -1.020708e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 183455 members 
Entering Unmasked Estep 
Score: -10209344.000000 Penalty: 1118.320557
	Iteration 11Q: 3 clusters Score -1.020934e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 187714 members 
Entering Unmasked Estep 
Score: -10211559.000000 Penalty: 1118.320557
	Iteration 12Q: 3 clusters Score -1.021156e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 191750 members 
Entering Unmasked Estep 
Score: -10213696.000000 Penalty: 1118.320557
	Iteration 13Q: 3 clusters Score -1.02137e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 195440 members 
Entering Unmasked Estep 
Score: -10215807.000000 Penalty: 1118.320557
	Iteration 14Q: 3 clusters Score -1.021581e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 198822 members 
Entering Unmasked Estep 
Score: -10217669.000000 Penalty: 1118.320557
	Iteration 15Q: 3 clusters Score -1.021767e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 201828 members 
Entering Unmasked Estep 
Score: -10219509.000000 Penalty: 1118.320557
	Iteration 16Q: 3 clusters Score -1.021951e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 204497 members 
Entering Unmasked Estep 
Score: -10221341.000000 Penalty: 1118.320557
	Iteration 17Q: 3 clusters Score -1.022134e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 206934 members 
Entering Unmasked Estep 
Score: -10222864.000000 Penalty: 1118.320557
	Iteration 18Q: 3 clusters Score -1.022286e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 209107 members 
Entering Unmasked Estep 
Score: -10224179.000000 Penalty: 1118.320557
	Iteration 19Q: 3 clusters Score -1.022418e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 210881 members 
Entering Unmasked Estep 
Score: -10224951.000000 Penalty: 1118.320557
	Iteration 20F: 3 clusters Score -1.022495e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 212344 members 
Entering Unmasked Estep 
Score: -10225612.000000 Penalty: 1118.320557
	Iteration 21Q: 3 clusters Score -1.022561e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 213569 members 
Entering Unmasked Estep 
Score: -10226044.000000 Penalty: 1118.320557
	Iteration 22Q: 3 clusters Score -1.022604e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 214537 members 
Entering Unmasked Estep 
Score: -10226436.000000 Penalty: 1118.320557
	Iteration 23Q: 3 clusters Score -1.022644e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 215282 members 
Entering Unmasked Estep 
Score: -10226737.000000 Penalty: 1118.320557
	Iteration 24Q: 3 clusters Score -1.022674e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 215783 members 
Entering Unmasked Estep 
Score: -10226883.000000 Penalty: 1118.320557
	Iteration 25Q: 3 clusters Score -1.022688e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 216121 members 
Entering Unmasked Estep 
Score: -10226974.000000 Penalty: 1118.320557
	Iteration 26Q: 3 clusters Score -1.022697e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 216345 members 
Entering Unmasked Estep 
Score: -10227080.000000 Penalty: 1118.320557
	Iteration 27Q: 3 clusters Score -1.022708e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 216503 members 
Entering Unmasked Estep 
Score: -10227131.000000 Penalty: 1118.320557
	Iteration 28Q: 3 clusters Score -1.022713e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 216592 members 
Entering Unmasked Estep 
Score: -10227181.000000 Penalty: 1118.320557
	Iteration 29Q: 3 clusters Score -1.022718e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 216637 members 
Entering Unmasked Estep 
Score: -10227206.000000 Penalty: 1118.320557
	Iteration 30Q: 3 clusters Score -1.022721e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 216677 members 
Entering Unmasked Estep 
Score: -10227227.000000 Penalty: 1118.320557
	Iteration 31Q: 3 clusters Score -1.022723e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 216698 members 
Entering Unmasked Estep 
Score: -10227237.000000 Penalty: 1118.320557
	Iteration 32Q: 3 clusters Score -1.022724e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 216728 members 
Entering Unmasked Estep 
Score: -10227242.000000 Penalty: 1118.320557
	Iteration 33Q: 3 clusters Score -1.022724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 216736 members 
Entering Unmasked Estep 
Score: -10227242.000000 Penalty: 1118.320557
	Iteration 34Q: 3 clusters Score -1.022724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 216751 members 
Entering Unmasked Estep 
Score: -10227247.000000 Penalty: 1118.320557
	Iteration 35Q: 3 clusters Score -1.022725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 216768 members 
Entering Unmasked Estep 
Score: -10227251.000000 Penalty: 1118.320557
	Iteration 36Q: 3 clusters Score -1.022725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 216776 members 
Entering Unmasked Estep 
Score: -10227251.000000 Penalty: 1118.320557
	Iteration 37Q: 3 clusters Score -1.022725e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 216783 members 
Entering Unmasked Estep 
Score: -10227262.000000 Penalty: 1118.320557
	Iteration 38Q: 3 clusters Score -1.022726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 216791 members 
Entering Unmasked Estep 
Score: -10227262.000000 Penalty: 1118.320557
	Iteration 39Q: 3 clusters Score -1.022726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 216791 members 
Entering Unmasked Estep 
Score: -10227269.000000 Penalty: 1118.320557
	Iteration 40F: 3 clusters Score -1.022727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 216793 members 
Entering Unmasked Estep 
Score: -10227273.000000 Penalty: 1118.320557
	Iteration 41Q: 3 clusters Score -1.022727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 216793 members 
Entering Unmasked Estep 
Score: -10227273.000000 Penalty: 1118.320557
	Iteration 42Q: 3 clusters Score -1.022727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 216798 members 
Entering Unmasked Estep 
Score: -10227271.000000 Penalty: 1118.320557
	Iteration 43Q: 3 clusters Score -1.022727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 216805 members 
Entering Unmasked Estep 
Score: -10227260.000000 Penalty: 1118.320557
	Iteration 44Q: 3 clusters Score -1.022726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 216810 members 
Entering Unmasked Estep 
Score: -10227267.000000 Penalty: 1118.320557
	Iteration 45Q: 3 clusters Score -1.022727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 216816 members 
Entering Unmasked Estep 
Score: -10227281.000000 Penalty: 1118.320557
	Iteration 46Q: 3 clusters Score -1.022728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 216816 members 
Entering Unmasked Estep 
Score: -10227280.000000 Penalty: 1118.320557
	Iteration 47Q: 3 clusters Score -1.022728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 216812 members 
Entering Unmasked Estep 
Score: -10227280.000000 Penalty: 1118.320557
	Iteration 48Q: 3 clusters Score -1.022728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 216813 members 
Entering Unmasked Estep 
Score: -10227267.000000 Penalty: 1118.320557
	Iteration 49Q: 3 clusters Score -1.022727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 216816 members 
Entering Unmasked Estep 
Score: -10227272.000000 Penalty: 1118.320557
	Iteration 50Q: 3 clusters Score -1.022727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 216821 members 
Entering Unmasked Estep 
Score: -10227288.000000 Penalty: 1118.320557
	Iteration 51Q: 3 clusters Score -1.022729e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 216824 members 
Entering Unmasked Estep 
Score: -10227297.000000 Penalty: 1118.320557
	Iteration 52Q: 3 clusters Score -1.02273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 216832 members 
Entering Unmasked Estep 
Score: -10227318.000000 Penalty: 1118.320557
	Iteration 53Q: 3 clusters Score -1.022732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 216842 members 
Entering Unmasked Estep 
Score: -10227339.000000 Penalty: 1118.320557
	Iteration 54Q: 3 clusters Score -1.022734e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 216857 members 
Entering Unmasked Estep 
Score: -10227355.000000 Penalty: 1118.320557
	Iteration 55Q: 3 clusters Score -1.022736e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 216868 members 
Entering Unmasked Estep 
Score: -10227416.000000 Penalty: 1118.320557
	Iteration 56Q: 3 clusters Score -1.022742e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 216862 members 
Entering Unmasked Estep 
Score: -10227465.000000 Penalty: 1118.320557
	Iteration 57Q: 3 clusters Score -1.022746e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 216845 members 
Entering Unmasked Estep 
Score: -10227520.000000 Penalty: 1118.320557
	Iteration 58Q: 3 clusters Score -1.022752e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 216814 members 
Entering Unmasked Estep 
Score: -10227578.000000 Penalty: 1118.320557
	Iteration 59Q: 3 clusters Score -1.022758e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 216785 members 
Entering Unmasked Estep 
Score: -10227616.000000 Penalty: 1118.320557
	Iteration 60F: 3 clusters Score -1.022762e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 216753 members 
Entering Unmasked Estep 
Score: -10227649.000000 Penalty: 1118.320557
	Iteration 61Q: 3 clusters Score -1.022765e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 216724 members 
Entering Unmasked Estep 
Score: -10227663.000000 Penalty: 1118.320557
	Iteration 62Q: 3 clusters Score -1.022766e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 216702 members 
Entering Unmasked Estep 
Score: -10227684.000000 Penalty: 1118.320557
	Iteration 63Q: 3 clusters Score -1.022768e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 216692 members 
Entering Unmasked Estep 
Score: -10227697.000000 Penalty: 1118.320557
	Iteration 64Q: 3 clusters Score -1.02277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 216686 members 
Entering Unmasked Estep 
Score: -10227698.000000 Penalty: 1118.320557
	Iteration 65Q: 3 clusters Score -1.02277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 216678 members 
Entering Unmasked Estep 
Score: -10227720.000000 Penalty: 1118.320557
	Iteration 66Q: 3 clusters Score -1.022772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 216669 members 
Entering Unmasked Estep 
Score: -10227730.000000 Penalty: 1118.320557
	Iteration 67Q: 3 clusters Score -1.022773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 216666 members 
Entering Unmasked Estep 
Score: -10227725.000000 Penalty: 1118.320557
	Iteration 68Q: 3 clusters Score -1.022772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 216667 members 
Entering Unmasked Estep 
Score: -10227723.000000 Penalty: 1118.320557
	Iteration 69Q: 3 clusters Score -1.022772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 216665 members 
Entering Unmasked Estep 
Score: -10227719.000000 Penalty: 1118.320557
	Iteration 70Q: 3 clusters Score -1.022772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 216666 members 
Entering Unmasked Estep 
Score: -10227725.000000 Penalty: 1118.320557
	Iteration 71Q: 3 clusters Score -1.022772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 216665 members 
Entering Unmasked Estep 
Score: -10227732.000000 Penalty: 1118.320557
	Iteration 72Q: 3 clusters Score -1.022773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 216662 members 
Entering Unmasked Estep 
Score: -10227735.000000 Penalty: 1118.320557
	Iteration 73Q: 3 clusters Score -1.022774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 216658 members 
Entering Unmasked Estep 
Score: -10227744.000000 Penalty: 1118.320557
	Iteration 74Q: 3 clusters Score -1.022774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 216656 members 
Entering Unmasked Estep 
Score: -10227739.000000 Penalty: 1118.320557
	Iteration 75Q: 3 clusters Score -1.022774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 216654 members 
Entering Unmasked Estep 
Score: -10227736.000000 Penalty: 1118.320557
	Iteration 76Q: 3 clusters Score -1.022774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 216656 members 
Entering Unmasked Estep 
Score: -10227734.000000 Penalty: 1118.320557
	Iteration 77Q: 3 clusters Score -1.022773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 216652 members 
Entering Unmasked Estep 
Score: -10227738.000000 Penalty: 1118.320557
	Iteration 78Q: 3 clusters Score -1.022774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 216649 members 
Entering Unmasked Estep 
Score: -10227742.000000 Penalty: 1118.320557
	Iteration 79Q: 3 clusters Score -1.022774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 216647 members 
Entering Unmasked Estep 
Score: -10227738.000000 Penalty: 1118.320557
	Iteration 80F: 3 clusters Score -1.022774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 216646 members 
Entering Unmasked Estep 
Score: -10227736.000000 Penalty: 1118.320557
	Iteration 81Q: 3 clusters Score -1.022774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 216644 members 
Entering Unmasked Estep 
Score: -10227732.000000 Penalty: 1118.320557
	Iteration 82Q: 3 clusters Score -1.022773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 216644 members 
Entering Unmasked Estep 
Score: -10227732.000000 Penalty: 1118.320557
	Iteration 83F: 3 clusters Score -1.022773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 108493 members 
Mstep: Class 2 contains 216644 members 
Mstep: Class 3 contains 61026 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 3945 members 
Mstep: Class 7 contains 5761 members 
Mstep: Class 8 contains 44535 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 117592 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37046 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 8757 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 126651 members 
Mstep: Class 20 contains 87351 members 
Mstep: Class 21 contains 74190 members 
Mstep: Class 22 contains 573 members 
Mstep: Class 23 contains 94364 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 140 members 
Mstep: Class 26 contains 1190 members 
Mstep: Class 27 contains 17976 members 
Mstep: Class 28 contains 84204 members 
Mstep: Class 29 contains 49855 members 
Mstep: Class 30 contains 19028 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 7536 members 
Mstep: Class 33 contains 37260 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 230142 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8143 members 
Mstep: Class 39 contains 2343 members 
Mstep: Class 40 contains 3416 members 
Mstep: Class 41 contains 61621 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 67904 members 
Mstep: Class 44 contains 1003 members 
Mstep: Class 45 contains 585 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 567 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 148098 members 
Mstep: Class 50 contains 1002 members 
Mstep: Class 51 contains 197185 members 
Mstep: Class 52 contains 2098 members 
Mstep: Class 53 contains 1900 members 
Mstep: Class 54 contains 1723 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10722 members 
Mstep: Class 58 contains 511 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
Score: -90737448.000000 Penalty: 38901.976562
Splitting cluster 4 changes total score from -90739056.000000 to -90737448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -83322.804688 Penalty: 344.782349
	Iteration 0F: 2 clusters Score -83322.8 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 1007 members 
Entering Unmasked Estep 
Score: -81918.562500 Penalty: 689.564697
	Iteration 0F: 3 clusters Score -81918.56 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -82340.515625 Penalty: 689.564697
	Iteration 1F: 3 clusters Score -82340.52 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -82401.046875 Penalty: 689.564697
	Iteration 2F: 3 clusters Score -82401.05 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -82451.695312 Penalty: 689.564697
	Iteration 3Q: 3 clusters Score -82451.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -82503.562500 Penalty: 689.564697
	Iteration 4Q: 3 clusters Score -82503.56 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -82561.515625 Penalty: 689.564697
	Iteration 5Q: 3 clusters Score -82561.52 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -82633.609375 Penalty: 689.564697
	Iteration 6F: 3 clusters Score -82633.61 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -82718.195312 Penalty: 689.564697
	Iteration 7F: 3 clusters Score -82718.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -82803.890625 Penalty: 689.564697
	Iteration 8F: 3 clusters Score -82803.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -82876.398438 Penalty: 689.564697
	Iteration 9Q: 3 clusters Score -82876.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -82940.000000 Penalty: 689.564697
	Iteration 10Q: 3 clusters Score -82940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -82972.257812 Penalty: 689.564697
	Iteration 11Q: 3 clusters Score -82972.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -83002.820312 Penalty: 689.564697
	Iteration 12Q: 3 clusters Score -83002.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -83013.703125 Penalty: 689.564697
	Iteration 13Q: 3 clusters Score -83013.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -83016.656250 Penalty: 689.564697
	Iteration 14Q: 3 clusters Score -83016.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -83019.351562 Penalty: 689.564697
	Iteration 15Q: 3 clusters Score -83019.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -83020.296875 Penalty: 689.564697
	Iteration 16Q: 3 clusters Score -83020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -83020.296875 Penalty: 689.564697
	Iteration 17F: 3 clusters Score -83020.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -175142.484375 Penalty: 376.749268
	Iteration 0F: 2 clusters Score -175142.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -172405.015625 Penalty: 753.498535
	Iteration 0F: 3 clusters Score -172405 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -173368.453125 Penalty: 753.498535
	Iteration 1F: 3 clusters Score -173368.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -173448.515625 Penalty: 753.498535
	Iteration 2F: 3 clusters Score -173448.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -173523.250000 Penalty: 753.498535
	Iteration 3Q: 3 clusters Score -173523.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -173635.937500 Penalty: 753.498535
	Iteration 4Q: 3 clusters Score -173635.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -173776.406250 Penalty: 753.498535
	Iteration 5Q: 3 clusters Score -173776.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -173951.625000 Penalty: 753.498535
	Iteration 6Q: 3 clusters Score -173951.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -174129.468750 Penalty: 753.498535
	Iteration 7Q: 3 clusters Score -174129.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -174321.750000 Penalty: 753.498535
	Iteration 8Q: 3 clusters Score -174321.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -174440.000000 Penalty: 753.498535
	Iteration 9Q: 3 clusters Score -174440 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -174532.328125 Penalty: 753.498535
	Iteration 10Q: 3 clusters Score -174532.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -174603.500000 Penalty: 753.498535
	Iteration 11Q: 3 clusters Score -174603.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -174650.703125 Penalty: 753.498535
	Iteration 12Q: 3 clusters Score -174650.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -174684.687500 Penalty: 753.498535
	Iteration 13Q: 3 clusters Score -174684.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -174702.937500 Penalty: 753.498535
	Iteration 14Q: 3 clusters Score -174702.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -174721.156250 Penalty: 753.498535
	Iteration 15Q: 3 clusters Score -174721.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -174740.328125 Penalty: 753.498535
	Iteration 16Q: 3 clusters Score -174740.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -174757.328125 Penalty: 753.498535
	Iteration 17Q: 3 clusters Score -174757.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -174767.687500 Penalty: 753.498535
	Iteration 18Q: 3 clusters Score -174767.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -174780.890625 Penalty: 753.498535
	Iteration 19Q: 3 clusters Score -174780.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -174800.296875 Penalty: 753.498535
	Iteration 20F: 3 clusters Score -174800.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -174819.156250 Penalty: 753.498535
	Iteration 21Q: 3 clusters Score -174819.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -174835.921875 Penalty: 753.498535
	Iteration 22Q: 3 clusters Score -174835.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -174852.156250 Penalty: 753.498535
	Iteration 23Q: 3 clusters Score -174852.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -174867.546875 Penalty: 753.498535
	Iteration 24Q: 3 clusters Score -174867.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -174884.500000 Penalty: 753.498535
	Iteration 25Q: 3 clusters Score -174884.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -174897.187500 Penalty: 753.498535
	Iteration 26Q: 3 clusters Score -174897.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -174907.281250 Penalty: 753.498535
	Iteration 27Q: 3 clusters Score -174907.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -174915.984375 Penalty: 753.498535
	Iteration 28Q: 3 clusters Score -174916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -174924.890625 Penalty: 753.498535
	Iteration 29Q: 3 clusters Score -174924.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -174928.468750 Penalty: 753.498535
	Iteration 30Q: 3 clusters Score -174928.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -174931.062500 Penalty: 753.498535
	Iteration 31Q: 3 clusters Score -174931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -174931.843750 Penalty: 753.498535
	Iteration 32Q: 3 clusters Score -174931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -174932.734375 Penalty: 753.498535
	Iteration 33Q: 3 clusters Score -174932.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -174932.953125 Penalty: 753.498535
	Iteration 34Q: 3 clusters Score -174933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -174933.968750 Penalty: 753.498535
	Iteration 35Q: 3 clusters Score -174934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -174934.015625 Penalty: 753.498535
	Iteration 36Q: 3 clusters Score -174934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -174934.953125 Penalty: 753.498535
	Iteration 37Q: 3 clusters Score -174935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -174934.968750 Penalty: 753.498535
	Iteration 38Q: 3 clusters Score -174935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -174935.015625 Penalty: 753.498535
	Iteration 39Q: 3 clusters Score -174935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -174935.437500 Penalty: 753.498535
	Iteration 40F: 3 clusters Score -174935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -174935.609375 Penalty: 753.498535
	Iteration 41Q: 3 clusters Score -174935.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -174935.437500 Penalty: 753.498535
	Iteration 42Q: 3 clusters Score -174935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -174935.875000 Penalty: 753.498535
	Iteration 43Q: 3 clusters Score -174935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -174935.843750 Penalty: 753.498535
	Iteration 44Q: 3 clusters Score -174935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -174936.000000 Penalty: 753.498535
	Iteration 45Q: 3 clusters Score -174936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -174936.031250 Penalty: 753.498535
	Iteration 46Q: 3 clusters Score -174936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -174936.031250 Penalty: 753.498535
	Iteration 47F: 3 clusters Score -174936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Entering Unmasked Estep 
Score: -269243.687500 Penalty: 393.978394
	Iteration 0F: 2 clusters Score -269243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -265373.218750 Penalty: 787.956787
	Iteration 0F: 3 clusters Score -265373.2 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -266990.937500 Penalty: 787.956787
	Iteration 1F: 3 clusters Score -266990.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -267323.656250 Penalty: 787.956787
	Iteration 2F: 3 clusters Score -267323.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -267657.468750 Penalty: 787.956787
	Iteration 3F: 3 clusters Score -267657.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -267977.750000 Penalty: 787.956787
	Iteration 4F: 3 clusters Score -267977.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -268267.593750 Penalty: 787.956787
	Iteration 5F: 3 clusters Score -268267.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -268416.812500 Penalty: 787.956787
	Iteration 6Q: 3 clusters Score -268416.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -268495.312500 Penalty: 787.956787
	Iteration 7Q: 3 clusters Score -268495.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -268534.218750 Penalty: 787.956787
	Iteration 8Q: 3 clusters Score -268534.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -268554.687500 Penalty: 787.956787
	Iteration 9Q: 3 clusters Score -268554.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -268571.875000 Penalty: 787.956787
	Iteration 10Q: 3 clusters Score -268571.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -268593.312500 Penalty: 787.956787
	Iteration 11Q: 3 clusters Score -268593.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -268611.562500 Penalty: 787.956787
	Iteration 12Q: 3 clusters Score -268611.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -268628.687500 Penalty: 787.956787
	Iteration 13Q: 3 clusters Score -268628.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -268643.906250 Penalty: 787.956787
	Iteration 14Q: 3 clusters Score -268643.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -268659.218750 Penalty: 787.956787
	Iteration 15Q: 3 clusters Score -268659.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -268676.750000 Penalty: 787.956787
	Iteration 16Q: 3 clusters Score -268676.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -268697.437500 Penalty: 787.956787
	Iteration 17Q: 3 clusters Score -268697.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -268713.125000 Penalty: 787.956787
	Iteration 18Q: 3 clusters Score -268713.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -268734.281250 Penalty: 787.956787
	Iteration 19Q: 3 clusters Score -268734.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -268760.593750 Penalty: 787.956787
	Iteration 20F: 3 clusters Score -268760.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -268783.218750 Penalty: 787.956787
	Iteration 21Q: 3 clusters Score -268783.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -268805.656250 Penalty: 787.956787
	Iteration 22Q: 3 clusters Score -268805.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -268824.562500 Penalty: 787.956787
	Iteration 23Q: 3 clusters Score -268824.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -268843.250000 Penalty: 787.956787
	Iteration 24Q: 3 clusters Score -268843.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -268855.531250 Penalty: 787.956787
	Iteration 25Q: 3 clusters Score -268855.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -268864.031250 Penalty: 787.956787
	Iteration 26Q: 3 clusters Score -268864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -268872.281250 Penalty: 787.956787
	Iteration 27Q: 3 clusters Score -268872.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -268881.937500 Penalty: 787.956787
	Iteration 28Q: 3 clusters Score -268881.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -268893.406250 Penalty: 787.956787
	Iteration 29Q: 3 clusters Score -268893.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -268906.375000 Penalty: 787.956787
	Iteration 30Q: 3 clusters Score -268906.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -268913.343750 Penalty: 787.956787
	Iteration 31Q: 3 clusters Score -268913.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -268917.093750 Penalty: 787.956787
	Iteration 32Q: 3 clusters Score -268917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -268918.593750 Penalty: 787.956787
	Iteration 33Q: 3 clusters Score -268918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -268919.093750 Penalty: 787.956787
	Iteration 34Q: 3 clusters Score -268919.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -268925.156250 Penalty: 787.956787
	Iteration 35Q: 3 clusters Score -268925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -268931.000000 Penalty: 787.956787
	Iteration 36Q: 3 clusters Score -268931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -268933.562500 Penalty: 787.956787
	Iteration 37Q: 3 clusters Score -268933.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -268935.875000 Penalty: 787.956787
	Iteration 38Q: 3 clusters Score -268935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -268937.312500 Penalty: 787.956787
	Iteration 39Q: 3 clusters Score -268937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -268938.093750 Penalty: 787.956787
	Iteration 40F: 3 clusters Score -268938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -268937.875000 Penalty: 787.956787
	Iteration 41Q: 3 clusters Score -268937.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -268937.875000 Penalty: 787.956787
	Iteration 42F: 3 clusters Score -268937.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Entering Unmasked Estep 
Score: -2209169.250000 Penalty: 487.033417
	Iteration 0F: 2 clusters Score -2209169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2179208.000000 Penalty: 974.066833
	Iteration 0F: 3 clusters Score -2179208 nChanged 21563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2193284.500000 Penalty: 974.066833
	Iteration 1F: 3 clusters Score -2193284 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2195320.500000 Penalty: 974.066833
	Iteration 2F: 3 clusters Score -2195320 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2198547.750000 Penalty: 974.066833
	Iteration 3F: 3 clusters Score -2198548 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2202632.500000 Penalty: 974.066833
	Iteration 4F: 3 clusters Score -2202632 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2206062.500000 Penalty: 974.066833
	Iteration 5F: 3 clusters Score -2206062 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2207774.500000 Penalty: 974.066833
	Iteration 6Q: 3 clusters Score -2207774 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2208437.500000 Penalty: 974.066833
	Iteration 7Q: 3 clusters Score -2208438 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2208647.500000 Penalty: 974.066833
	Iteration 8Q: 3 clusters Score -2208648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2208698.250000 Penalty: 974.066833
	Iteration 9Q: 3 clusters Score -2208698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2208726.500000 Penalty: 974.066833
	Iteration 10Q: 3 clusters Score -2208726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2208746.500000 Penalty: 974.066833
	Iteration 11Q: 3 clusters Score -2208746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2208760.250000 Penalty: 974.066833
	Iteration 12Q: 3 clusters Score -2208760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2208767.500000 Penalty: 974.066833
	Iteration 13Q: 3 clusters Score -2208768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2208767.500000 Penalty: 974.066833
	Iteration 14Q: 3 clusters Score -2208768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2208768.250000 Penalty: 974.066833
	Iteration 15Q: 3 clusters Score -2208768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2208769.500000 Penalty: 974.066833
	Iteration 16Q: 3 clusters Score -2208770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -2208770.000000 Penalty: 974.066833
	Iteration 17Q: 3 clusters Score -2208770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2208771.250000 Penalty: 974.066833
	Iteration 18Q: 3 clusters Score -2208771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2208773.250000 Penalty: 974.066833
	Iteration 19Q: 3 clusters Score -2208773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2208773.250000 Penalty: 974.066833
	Iteration 20F: 3 clusters Score -2208773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -60374.722656 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -60374.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -59399.417969 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -59399.42 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -59744.218750 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -59744.22 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -59832.019531 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -59832.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -59889.300781 Penalty: 652.830200
	Iteration 3F: 3 clusters Score -59889.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -59941.339844 Penalty: 652.830200
	Iteration 4F: 3 clusters Score -59941.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -59966.441406 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -59966.44 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -60005.261719 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -60005.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -60025.691406 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -60025.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -60041.921875 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -60041.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -60048.375000 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -60048.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -60052.929688 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -60052.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -60056.617188 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -60056.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -60062.375000 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -60062.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -60068.394531 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -60068.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -60076.847656 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -60076.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -60080.121094 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -60080.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -60080.511719 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -60080.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -60080.890625 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -60080.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -60081.109375 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -60081.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -60081.265625 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -60081.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -60081.265625 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -60081.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (117592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117592 members 
Entering Unmasked Estep 
Score: -5877633.500000 Penalty: 531.211426
	Iteration 0F: 2 clusters Score -5877634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -5798468.500000 Penalty: 1062.422852
	Iteration 0F: 3 clusters Score -5798468 nChanged 57545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -5833162.500000 Penalty: 1062.422852
	Iteration 1F: 3 clusters Score -5833162 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -5834479.500000 Penalty: 1062.422852
	Iteration 2Q: 3 clusters Score -5834480 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -5836718.000000 Penalty: 1062.422852
	Iteration 3Q: 3 clusters Score -5836718 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -5840559.500000 Penalty: 1062.422852
	Iteration 4F: 3 clusters Score -5840560 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -5846955.500000 Penalty: 1062.422852
	Iteration 5F: 3 clusters Score -5846956 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5855043 nChanged 7716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5860444 nChanged 4969
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5862347 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5863000 nChanged 1656
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5863342 nChanged 1391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5863626 nChanged 1233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5863826 nChanged 1060
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5864035 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -5864150.500000 Penalty: 1062.422852
	Iteration 14Q: 3 clusters Score -5864150 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5864298 nChanged 802
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -5864354.000000 Penalty: 1062.422852
	Iteration 16Q: 3 clusters Score -5864354 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5864400 nChanged 621
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5864463 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5864530 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5864592 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -5864596.500000 Penalty: 1062.422852
	Iteration 21Q: 3 clusters Score -5864596 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -5864640.500000 Penalty: 1062.422852
	Iteration 22Q: 3 clusters Score -5864640 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -5864703.000000 Penalty: 1062.422852
	Iteration 23Q: 3 clusters Score -5864703 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5864765 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5864817.500000 Penalty: 1062.422852
	Iteration 25Q: 3 clusters Score -5864818 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5864863 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5864936 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5865040 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -5865128.500000 Penalty: 1062.422852
	Iteration 29Q: 3 clusters Score -5865128 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -5865223.500000 Penalty: 1062.422852
	Iteration 30Q: 3 clusters Score -5865224 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -5865326.500000 Penalty: 1062.422852
	Iteration 31Q: 3 clusters Score -5865326 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79055 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -5865434.000000 Penalty: 1062.422852
	Iteration 32Q: 3 clusters Score -5865434 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -5865613.000000 Penalty: 1062.422852
	Iteration 33Q: 3 clusters Score -5865613 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5865772 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5865892 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -5866056.500000 Penalty: 1062.422852
	Iteration 36Q: 3 clusters Score -5866056 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5866258 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84840 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5866504 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5866693 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5866990 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -5867246.500000 Penalty: 1062.422852
	Iteration 41Q: 3 clusters Score -5867246 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89333 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -5867493.500000 Penalty: 1062.422852
	Iteration 42Q: 3 clusters Score -5867494 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5867770 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5868057 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92695 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -5868348.500000 Penalty: 1062.422852
	Iteration 45Q: 3 clusters Score -5868348 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5868639.500000 Penalty: 1062.422852
	Iteration 46Q: 3 clusters Score -5868640 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -5868994.000000 Penalty: 1062.422852
	Iteration 47Q: 3 clusters Score -5868994 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -5869329.000000 Penalty: 1062.422852
	Iteration 48Q: 3 clusters Score -5869329 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5869586 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5869887 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5870150.000000 Penalty: 1062.422852
	Iteration 51Q: 3 clusters Score -5870150 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99907 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5870416.000000 Penalty: 1062.422852
	Iteration 52Q: 3 clusters Score -5870416 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100725 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5870693 nChanged 806
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101531 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5870935 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -5871237.000000 Penalty: 1062.422852
	Iteration 55Q: 3 clusters Score -5871237 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -5871451.500000 Penalty: 1062.422852
	Iteration 56Q: 3 clusters Score -5871452 nChanged 733
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5871687 nChanged 678
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Mstep: Class 1 contains 104464 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -5871944.500000 Penalty: 1062.422852
	Iteration 58Q: 3 clusters Score -5871944 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105125 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -5872173.500000 Penalty: 1062.422852
	Iteration 59Q: 3 clusters Score -5872174 nChanged 607
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105732 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -5872390.000000 Penalty: 1062.422852
	Iteration 60F: 3 clusters Score -5872390 nChanged 595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106327 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -5872619.500000 Penalty: 1062.422852
	Iteration 61Q: 3 clusters Score -5872620 nChanged 557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -5872818.500000 Penalty: 1062.422852
	Iteration 62Q: 3 clusters Score -5872818 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107388 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -5873019.500000 Penalty: 1062.422852
	Iteration 63Q: 3 clusters Score -5873020 nChanged 471
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Mstep: Class 1 contains 107859 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5873168 nChanged 472
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -5873317.500000 Penalty: 1062.422852
	Iteration 65Q: 3 clusters Score -5873318 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5873488 nChanged 455
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109245 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -5873665.000000 Penalty: 1062.422852
	Iteration 67Q: 3 clusters Score -5873665 nChanged 407
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -5873825.500000 Penalty: 1062.422852
	Iteration 68Q: 3 clusters Score -5873826 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110012 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -5873932.000000 Penalty: 1062.422852
	Iteration 69Q: 3 clusters Score -5873932 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110374 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5874062.500000 Penalty: 1062.422852
	Iteration 70Q: 3 clusters Score -5874062 nChanged 376
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110750 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -5874196.500000 Penalty: 1062.422852
	Iteration 71Q: 3 clusters Score -5874196 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111143 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -5874346.000000 Penalty: 1062.422852
	Iteration 72Q: 3 clusters Score -5874346 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111516 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -5874533.000000 Penalty: 1062.422852
	Iteration 73Q: 3 clusters Score -5874533 nChanged 403
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Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5874704 nChanged 373
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Mstep: Class 1 contains 112288 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -5874831.000000 Penalty: 1062.422852
	Iteration 75Q: 3 clusters Score -5874831 nChanged 359
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Mstep: Class 1 contains 112647 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5874973 nChanged 347
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Mstep: Class 1 contains 112994 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -5875151.500000 Penalty: 1062.422852
	Iteration 77Q: 3 clusters Score -5875152 nChanged 339
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Mstep: Class 1 contains 113333 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5875298.000000 Penalty: 1062.422852
	Iteration 78Q: 3 clusters Score -5875298 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113633 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -5875412.000000 Penalty: 1062.422852
	Iteration 79Q: 3 clusters Score -5875412 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113927 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -5875536.000000 Penalty: 1062.422852
	Iteration 80F: 3 clusters Score -5875536 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5875638.500000 Penalty: 1062.422852
	Iteration 81Q: 3 clusters Score -5875638 nChanged 274
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Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5875759 nChanged 270
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Mstep: Class 1 contains 114729 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5875866 nChanged 224
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Mstep: Class 1 contains 114951 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5875954 nChanged 232
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Mstep: Class 1 contains 115183 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5876061 nChanged 223
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Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5876165 nChanged 220
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Mstep: Class 1 contains 115620 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5876286 nChanged 216
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Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5876384 nChanged 184
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Mstep: Class 1 contains 116004 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5876481.500000 Penalty: 1062.422852
	Iteration 89Q: 3 clusters Score -5876482 nChanged 164
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Mstep: Class 1 contains 116162 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5876544.500000 Penalty: 1062.422852
	Iteration 90Q: 3 clusters Score -5876544 nChanged 165
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Mstep: Class 1 contains 116327 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5876623.500000 Penalty: 1062.422852
	Iteration 91Q: 3 clusters Score -5876624 nChanged 148
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Mstep: Class 1 contains 116473 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5876718 nChanged 118
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Mstep: Class 1 contains 116589 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5876788 nChanged 108
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Mstep: Class 1 contains 116691 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5876844 nChanged 98
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Mstep: Class 1 contains 116777 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5876894.500000 Penalty: 1062.422852
	Iteration 95Q: 3 clusters Score -5876894 nChanged 89
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Mstep: Class 1 contains 116862 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5876955.000000 Penalty: 1062.422852
	Iteration 96Q: 3 clusters Score -5876955 nChanged 85
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Mstep: Class 1 contains 116937 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5877016.500000 Penalty: 1062.422852
	Iteration 97Q: 3 clusters Score -5877016 nChanged 64
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Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5877048.000000 Penalty: 1062.422852
	Iteration 98Q: 3 clusters Score -5877048 nChanged 48
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Mstep: Class 1 contains 117041 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5877081.500000 Penalty: 1062.422852
	Iteration 99Q: 3 clusters Score -5877082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5877094.000000 Penalty: 1062.422852
	Iteration 100F: 3 clusters Score -5877094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117102 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5877107.500000 Penalty: 1062.422852
	Iteration 101Q: 3 clusters Score -5877108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5877124.500000 Penalty: 1062.422852
	Iteration 102Q: 3 clusters Score -5877124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117142 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5877132.000000 Penalty: 1062.422852
	Iteration 103Q: 3 clusters Score -5877132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117152 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5877139.500000 Penalty: 1062.422852
	Iteration 104Q: 3 clusters Score -5877140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5877139.000000 Penalty: 1062.422852
	Iteration 105Q: 3 clusters Score -5877139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117173 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5877143.000000 Penalty: 1062.422852
	Iteration 106Q: 3 clusters Score -5877143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117179 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5877148.500000 Penalty: 1062.422852
	Iteration 107Q: 3 clusters Score -5877148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117185 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5877153.000000 Penalty: 1062.422852
	Iteration 108Q: 3 clusters Score -5877153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117191 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5877153.500000 Penalty: 1062.422852
	Iteration 109Q: 3 clusters Score -5877154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117198 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5877158.000000 Penalty: 1062.422852
	Iteration 110Q: 3 clusters Score -5877158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117205 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5877162.000000 Penalty: 1062.422852
	Iteration 111Q: 3 clusters Score -5877162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117211 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5877167.500000 Penalty: 1062.422852
	Iteration 112Q: 3 clusters Score -5877168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117216 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5877169.500000 Penalty: 1062.422852
	Iteration 113Q: 3 clusters Score -5877170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117217 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5877170.000000 Penalty: 1062.422852
	Iteration 114Q: 3 clusters Score -5877170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117216 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5877172.000000 Penalty: 1062.422852
	Iteration 115Q: 3 clusters Score -5877172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117215 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5877167.000000 Penalty: 1062.422852
	Iteration 116Q: 3 clusters Score -5877167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117214 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5877166.500000 Penalty: 1062.422852
	Iteration 117Q: 3 clusters Score -5877166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117214 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5877166.500000 Penalty: 1062.422852
	Iteration 118F: 3 clusters Score -5877166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Entering Unmasked Estep 
Score: -346961.406250 Penalty: 404.325317
	Iteration 0F: 2 clusters Score -346961.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -342135.468750 Penalty: 808.650635
	Iteration 0F: 3 clusters Score -342135.5 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -344201.500000 Penalty: 808.650635
	Iteration 1F: 3 clusters Score -344201.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -344540.156250 Penalty: 808.650635
	Iteration 2F: 3 clusters Score -344540.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -344884.625000 Penalty: 808.650635
	Iteration 3F: 3 clusters Score -344884.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -345208.250000 Penalty: 808.650635
	Iteration 4F: 3 clusters Score -345208.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -345539.781250 Penalty: 808.650635
	Iteration 5F: 3 clusters Score -345539.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -345830.906250 Penalty: 808.650635
	Iteration 6F: 3 clusters Score -345830.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -346016.937500 Penalty: 808.650635
	Iteration 7Q: 3 clusters Score -346016.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -346188.281250 Penalty: 808.650635
	Iteration 8Q: 3 clusters Score -346188.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -346314.781250 Penalty: 808.650635
	Iteration 9Q: 3 clusters Score -346314.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -346409.781250 Penalty: 808.650635
	Iteration 10Q: 3 clusters Score -346409.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -346490.750000 Penalty: 808.650635
	Iteration 11Q: 3 clusters Score -346490.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -346531.218750 Penalty: 808.650635
	Iteration 12Q: 3 clusters Score -346531.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -346563.750000 Penalty: 808.650635
	Iteration 13Q: 3 clusters Score -346563.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -346591.218750 Penalty: 808.650635
	Iteration 14Q: 3 clusters Score -346591.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -346612.218750 Penalty: 808.650635
	Iteration 15Q: 3 clusters Score -346612.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -346631.031250 Penalty: 808.650635
	Iteration 16Q: 3 clusters Score -346631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -346647.718750 Penalty: 808.650635
	Iteration 17Q: 3 clusters Score -346647.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -346656.625000 Penalty: 808.650635
	Iteration 18Q: 3 clusters Score -346656.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -346659.000000 Penalty: 808.650635
	Iteration 19Q: 3 clusters Score -346659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -346661.812500 Penalty: 808.650635
	Iteration 20F: 3 clusters Score -346661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -346663.906250 Penalty: 808.650635
	Iteration 21Q: 3 clusters Score -346663.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -346666.312500 Penalty: 808.650635
	Iteration 22Q: 3 clusters Score -346666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -346667.656250 Penalty: 808.650635
	Iteration 23Q: 3 clusters Score -346667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -346667.656250 Penalty: 808.650635
	Iteration 24F: 3 clusters Score -346667.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -76404.437500 Penalty: 335.288147
	Iteration 0F: 2 clusters Score -76404.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -75210.156250 Penalty: 670.576294
	Iteration 0F: 3 clusters Score -75210.16 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -75604.468750 Penalty: 670.576294
	Iteration 1F: 3 clusters Score -75604.47 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -75701.007812 Penalty: 670.576294
	Iteration 2F: 3 clusters Score -75701.01 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -75789.921875 Penalty: 670.576294
	Iteration 3F: 3 clusters Score -75789.92 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -75857.960938 Penalty: 670.576294
	Iteration 4F: 3 clusters Score -75857.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -75907.078125 Penalty: 670.576294
	Iteration 5Q: 3 clusters Score -75907.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -75943.757812 Penalty: 670.576294
	Iteration 6Q: 3 clusters Score -75943.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -75966.726562 Penalty: 670.576294
	Iteration 7Q: 3 clusters Score -75966.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -75981.960938 Penalty: 670.576294
	Iteration 8Q: 3 clusters Score -75981.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -76001.554688 Penalty: 670.576294
	Iteration 9Q: 3 clusters Score -76001.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -76019.585938 Penalty: 670.576294
	Iteration 10Q: 3 clusters Score -76019.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -76035.656250 Penalty: 670.576294
	Iteration 11Q: 3 clusters Score -76035.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -76044.492188 Penalty: 670.576294
	Iteration 12Q: 3 clusters Score -76044.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -76048.710938 Penalty: 670.576294
	Iteration 13Q: 3 clusters Score -76048.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -76054.359375 Penalty: 670.576294
	Iteration 14Q: 3 clusters Score -76054.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -76057.382812 Penalty: 670.576294
	Iteration 15Q: 3 clusters Score -76057.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -76060.085938 Penalty: 670.576294
	Iteration 16Q: 3 clusters Score -76060.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -76061.851562 Penalty: 670.576294
	Iteration 17Q: 3 clusters Score -76061.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -76063.656250 Penalty: 670.576294
	Iteration 18Q: 3 clusters Score -76063.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -76070.109375 Penalty: 670.576294
	Iteration 19Q: 3 clusters Score -76070.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -76075.445312 Penalty: 670.576294
	Iteration 20F: 3 clusters Score -76075.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -76077.945312 Penalty: 670.576294
	Iteration 21Q: 3 clusters Score -76077.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -76080.937500 Penalty: 670.576294
	Iteration 22Q: 3 clusters Score -76080.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -76085.289062 Penalty: 670.576294
	Iteration 23Q: 3 clusters Score -76085.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -76088.601562 Penalty: 670.576294
	Iteration 24Q: 3 clusters Score -76088.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -76094.539062 Penalty: 670.576294
	Iteration 25Q: 3 clusters Score -76094.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -76100.343750 Penalty: 670.576294
	Iteration 26Q: 3 clusters Score -76100.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -76102.023438 Penalty: 670.576294
	Iteration 27Q: 3 clusters Score -76102.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -76102.585938 Penalty: 670.576294
	Iteration 28Q: 3 clusters Score -76102.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -76102.937500 Penalty: 670.576294
	Iteration 29Q: 3 clusters Score -76102.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -76103.062500 Penalty: 670.576294
	Iteration 30Q: 3 clusters Score -76103.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -76103.414062 Penalty: 670.576294
	Iteration 31Q: 3 clusters Score -76103.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -76103.414062 Penalty: 670.576294
	Iteration 32F: 3 clusters Score -76103.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Entering Unmasked Estep 
Score: -1741579.625000 Penalty: 478.656158
	Iteration 0F: 2 clusters Score -1741580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -1716817.250000 Penalty: 957.312317
	Iteration 0F: 3 clusters Score -1716817 nChanged 17750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1728068.875000 Penalty: 957.312317
	Iteration 1F: 3 clusters Score -1728069 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1728909.250000 Penalty: 957.312317
	Iteration 2F: 3 clusters Score -1728909 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1730176.125000 Penalty: 957.312317
	Iteration 3F: 3 clusters Score -1730176 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1732220.000000 Penalty: 957.312317
	Iteration 4F: 3 clusters Score -1732220 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1734944.375000 Penalty: 957.312317
	Iteration 5F: 3 clusters Score -1734944 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1737665.750000 Penalty: 957.312317
	Iteration 6F: 3 clusters Score -1737666 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1739662.125000 Penalty: 957.312317
	Iteration 7F: 3 clusters Score -1739662 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1740655.375000 Penalty: 957.312317
	Iteration 8Q: 3 clusters Score -1740655 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1740966.625000 Penalty: 957.312317
	Iteration 9Q: 3 clusters Score -1740967 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1741058.125000 Penalty: 957.312317
	Iteration 10Q: 3 clusters Score -1741058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1741100.500000 Penalty: 957.312317
	Iteration 11Q: 3 clusters Score -1741100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1741109.250000 Penalty: 957.312317
	Iteration 12Q: 3 clusters Score -1741109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1741119.750000 Penalty: 957.312317
	Iteration 13Q: 3 clusters Score -1741120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1741133.375000 Penalty: 957.312317
	Iteration 14Q: 3 clusters Score -1741133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1741143.250000 Penalty: 957.312317
	Iteration 15Q: 3 clusters Score -1741143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1741146.375000 Penalty: 957.312317
	Iteration 16Q: 3 clusters Score -1741146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1741154.375000 Penalty: 957.312317
	Iteration 17Q: 3 clusters Score -1741154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1741155.500000 Penalty: 957.312317
	Iteration 18Q: 3 clusters Score -1741156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1741156.750000 Penalty: 957.312317
	Iteration 19Q: 3 clusters Score -1741157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1741156.750000 Penalty: 957.312317
	Iteration 20F: 3 clusters Score -1741157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -128132.804688 Penalty: 359.310059
	Iteration 0F: 2 clusters Score -128132.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -126245.140625 Penalty: 718.620117
	Iteration 0F: 3 clusters Score -126245.1 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -126891.156250 Penalty: 718.620117
	Iteration 1F: 3 clusters Score -126891.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -127050.148438 Penalty: 718.620117
	Iteration 2F: 3 clusters Score -127050.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127240.156250 Penalty: 718.620117
	Iteration 3F: 3 clusters Score -127240.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127419.671875 Penalty: 718.620117
	Iteration 4F: 3 clusters Score -127419.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -127527.734375 Penalty: 718.620117
	Iteration 5F: 3 clusters Score -127527.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127612.734375 Penalty: 718.620117
	Iteration 6Q: 3 clusters Score -127612.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -127674.546875 Penalty: 718.620117
	Iteration 7Q: 3 clusters Score -127674.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -127715.640625 Penalty: 718.620117
	Iteration 8Q: 3 clusters Score -127715.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -127765.039062 Penalty: 718.620117
	Iteration 9Q: 3 clusters Score -127765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -127795.882812 Penalty: 718.620117
	Iteration 10Q: 3 clusters Score -127795.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -127819.218750 Penalty: 718.620117
	Iteration 11Q: 3 clusters Score -127819.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -127840.734375 Penalty: 718.620117
	Iteration 12Q: 3 clusters Score -127840.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -127849.570312 Penalty: 718.620117
	Iteration 13Q: 3 clusters Score -127849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -127852.468750 Penalty: 718.620117
	Iteration 14Q: 3 clusters Score -127852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -127856.078125 Penalty: 718.620117
	Iteration 15Q: 3 clusters Score -127856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -127858.929688 Penalty: 718.620117
	Iteration 16Q: 3 clusters Score -127858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -127858.929688 Penalty: 718.620117
	Iteration 17F: 3 clusters Score -127858.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -14949.772461 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -14949.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14631.263672 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -14631.26 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14792.635742 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -14792.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14940.857422 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -14940.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15081.244141 Penalty: 520.249512
	Iteration 3F: 3 clusters Score -15081.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15170.124023 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -15170.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15170.124023 Penalty: 520.249512
	Iteration 5F: 3 clusters Score -15170.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 108493 members 
Mstep: Class 2 contains 144 members 
Mstep: Class 3 contains 61026 members 
Mstep: Class 4 contains 217344 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 3945 members 
Mstep: Class 7 contains 5761 members 
Mstep: Class 8 contains 44535 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 117592 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 37046 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 160 members 
Mstep: Class 16 contains 8757 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 126651 members 
Mstep: Class 20 contains 87351 members 
Mstep: Class 21 contains 74190 members 
Mstep: Class 22 contains 573 members 
Mstep: Class 23 contains 94364 members 
Mstep: Class 24 contains 1289 members 
Mstep: Class 25 contains 140 members 
Mstep: Class 26 contains 1190 members 
Mstep: Class 27 contains 17976 members 
Mstep: Class 28 contains 84204 members 
Mstep: Class 29 contains 49855 members 
Mstep: Class 30 contains 19028 members 
Mstep: Class 31 contains 1301 members 
Mstep: Class 32 contains 7536 members 
Mstep: Class 33 contains 37260 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 230142 members 
Mstep: Class 36 contains 194 members 
Mstep: Class 37 contains 351 members 
Mstep: Class 38 contains 8143 members 
Mstep: Class 39 contains 2343 members 
Mstep: Class 40 contains 3416 members 
Mstep: Class 41 contains 61621 members 
Mstep: Class 42 contains 120 members 
Mstep: Class 43 contains 67904 members 
Mstep: Class 44 contains 1003 members 
Mstep: Class 45 contains 585 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 567 members 
Mstep: Class 48 contains 62 members 
Mstep: Class 49 contains 148098 members 
Mstep: Class 50 contains 1002 members 
Mstep: Class 51 contains 197185 members 
Mstep: Class 52 contains 2098 members 
Mstep: Class 53 contains 1900 members 
Mstep: Class 54 contains 1723 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 440 members 
Mstep: Class 57 contains 10722 members 
Mstep: Class 58 contains 511 members 
Mstep: Class 59 contains 227 members 
Entering Unmasked Estep 
Score: -90737368.000000 Penalty: 38901.976562
Splitting cluster 15 changes total score from -90739056.000000 to -90737368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (8757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Entering Unmasked Estep 
Score: -431451.250000 Penalty: 413.031219
	Iteration 0F: 2 clusters Score -431451.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -425595.093750 Penalty: 826.062439
	Iteration 0F: 3 clusters Score -425595.1 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -428070.281250 Penalty: 826.062439
	Iteration 1F: 3 clusters Score -428070.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -428470.812500 Penalty: 826.062439
	Iteration 2F: 3 clusters Score -428470.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -429034.812500 Penalty: 826.062439
	Iteration 3F: 3 clusters Score -429034.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -429651.062500 Penalty: 826.062439
	Iteration 4F: 3 clusters Score -429651.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -430223.156250 Penalty: 826.062439
	Iteration 5F: 3 clusters Score -430223.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -430649.375000 Penalty: 826.062439
	Iteration 6Q: 3 clusters Score -430649.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -430880.687500 Penalty: 826.062439
	Iteration 7Q: 3 clusters Score -430880.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -431001.375000 Penalty: 826.062439
	Iteration 8Q: 3 clusters Score -431001.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -431049.750000 Penalty: 826.062439
	Iteration 9Q: 3 clusters Score -431049.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -431069.656250 Penalty: 826.062439
	Iteration 10Q: 3 clusters Score -431069.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -431087.125000 Penalty: 826.062439
	Iteration 11Q: 3 clusters Score -431087.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -431094.906250 Penalty: 826.062439
	Iteration 12Q: 3 clusters Score -431094.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -431096.875000 Penalty: 826.062439
	Iteration 13Q: 3 clusters Score -431096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -431096.875000 Penalty: 826.062439
	Iteration 14F: 3 clusters Score -431096.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -68567.531250 Penalty: 338.231842
	Iteration 0F: 2 clusters Score -68567.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -67351.234375 Penalty: 676.463684
	Iteration 0F: 3 clusters Score -67351.23 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -67789.429688 Penalty: 676.463684
	Iteration 1F: 3 clusters Score -67789.43 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -67894.359375 Penalty: 676.463684
	Iteration 2F: 3 clusters Score -67894.36 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -67981.960938 Penalty: 676.463684
	Iteration 3F: 3 clusters Score -67981.96 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -68086.367188 Penalty: 676.463684
	Iteration 4F: 3 clusters Score -68086.37 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -68217.781250 Penalty: 676.463684
	Iteration 5F: 3 clusters Score -68217.78 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -68306.835938 Penalty: 676.463684
	Iteration 6F: 3 clusters Score -68306.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -68351.671875 Penalty: 676.463684
	Iteration 7Q: 3 clusters Score -68351.67 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -68391.101562 Penalty: 676.463684
	Iteration 8Q: 3 clusters Score -68391.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -68415.484375 Penalty: 676.463684
	Iteration 9Q: 3 clusters Score -68415.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -68441.703125 Penalty: 676.463684
	Iteration 10Q: 3 clusters Score -68441.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -68457.898438 Penalty: 676.463684
	Iteration 11Q: 3 clusters Score -68457.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -68463.304688 Penalty: 676.463684
	Iteration 12Q: 3 clusters Score -68463.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -68465.273438 Penalty: 676.463684
	Iteration 13Q: 3 clusters Score -68465.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -68467.773438 Penalty: 676.463684
	Iteration 14Q: 3 clusters Score -68467.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -68469.890625 Penalty: 676.463684
	Iteration 15Q: 3 clusters Score -68469.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -68474.148438 Penalty: 676.463684
	Iteration 16Q: 3 clusters Score -68474.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -68479.554688 Penalty: 676.463684
	Iteration 17Q: 3 clusters Score -68479.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -68483.203125 Penalty: 676.463684
	Iteration 18Q: 3 clusters Score -68483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -68485.382812 Penalty: 676.463684
	Iteration 19Q: 3 clusters Score -68485.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -68485.882812 Penalty: 676.463684
	Iteration 20F: 3 clusters Score -68485.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -68486.367188 Penalty: 676.463684
	Iteration 21Q: 3 clusters Score -68486.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -68486.773438 Penalty: 676.463684
	Iteration 22Q: 3 clusters Score -68486.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -68487.015625 Penalty: 676.463684
	Iteration 23Q: 3 clusters Score -68487.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -68487.015625 Penalty: 676.463684
	Iteration 24F: 3 clusters Score -68487.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -9001.653320 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -9001.653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8677.858398 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -8677.858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8830.519531 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -8830.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8880.370117 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -8880.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8895.219727 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -8895.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8897.875977 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -8897.876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8898.660156 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -8898.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8899.250000 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -8899.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8900.311523 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -8900.312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8904.772461 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -8904.772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8905.593750 Penalty: 519.347046
	Iteration 9Q: 3 clusters Score -8905.594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8905.593750 Penalty: 519.347046
	Iteration 10F: 3 clusters Score -8905.594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (126651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126651 members 
Entering Unmasked Estep 
Score: -6014680.000000 Penalty: 534.588135
	Iteration 0F: 2 clusters Score -6014680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -5929373.500000 Penalty: 1069.176270
	Iteration 0F: 3 clusters Score -5929374 nChanged 61891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -5971029.000000 Penalty: 1069.176270
	Iteration 1F: 3 clusters Score -5971029 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -5976654.000000 Penalty: 1069.176270
	Iteration 2F: 3 clusters Score -5976654 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -5985729.500000 Penalty: 1069.176270
	Iteration 3F: 3 clusters Score -5985730 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -5998028.500000 Penalty: 1069.176270
	Iteration 4F: 3 clusters Score -5998028 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -6008545.000000 Penalty: 1069.176270
	Iteration 5F: 3 clusters Score -6008545 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -6011631.500000 Penalty: 1069.176270
	Iteration 6Q: 3 clusters Score -6011632 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -6012250.500000 Penalty: 1069.176270
	Iteration 7Q: 3 clusters Score -6012250 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -6012525.500000 Penalty: 1069.176270
	Iteration 8Q: 3 clusters Score -6012526 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -6012657.000000 Penalty: 1069.176270
	Iteration 9Q: 3 clusters Score -6012657 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -6012731.000000 Penalty: 1069.176270
	Iteration 10Q: 3 clusters Score -6012731 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -6012788.500000 Penalty: 1069.176270
	Iteration 11Q: 3 clusters Score -6012788 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -6012802.500000 Penalty: 1069.176270
	Iteration 12Q: 3 clusters Score -6012802 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -6012867.500000 Penalty: 1069.176270
	Iteration 13Q: 3 clusters Score -6012868 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -6012851.500000 Penalty: 1069.176270
	Iteration 14Q: 3 clusters Score -6012852 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -6012840.500000 Penalty: 1069.176270
	Iteration 15Q: 3 clusters Score -6012840 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -6012834.000000 Penalty: 1069.176270
	Iteration 16Q: 3 clusters Score -6012834 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -6012873.000000 Penalty: 1069.176270
	Iteration 17Q: 3 clusters Score -6012873 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -6012895.000000 Penalty: 1069.176270
	Iteration 18Q: 3 clusters Score -6012895 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -6012895.000000 Penalty: 1069.176270
	Iteration 19Q: 3 clusters Score -6012895 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -6012918.000000 Penalty: 1069.176270
	Iteration 20F: 3 clusters Score -6012918 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -6012928.500000 Penalty: 1069.176270
	Iteration 21Q: 3 clusters Score -6012928 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -6012946.000000 Penalty: 1069.176270
	Iteration 22Q: 3 clusters Score -6012946 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -6012970.500000 Penalty: 1069.176270
	Iteration 23Q: 3 clusters Score -6012970 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -6012988.500000 Penalty: 1069.176270
	Iteration 24Q: 3 clusters Score -6012988 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -6012982.000000 Penalty: 1069.176270
	Iteration 25Q: 3 clusters Score -6012982 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -6013003.000000 Penalty: 1069.176270
	Iteration 26Q: 3 clusters Score -6013003 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -6013025.500000 Penalty: 1069.176270
	Iteration 27Q: 3 clusters Score -6013026 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -6013015.000000 Penalty: 1069.176270
	Iteration 28Q: 3 clusters Score -6013015 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -6013024.500000 Penalty: 1069.176270
	Iteration 29Q: 3 clusters Score -6013024 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -6013052.000000 Penalty: 1069.176270
	Iteration 30Q: 3 clusters Score -6013052 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79717 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -6013040.000000 Penalty: 1069.176270
	Iteration 31Q: 3 clusters Score -6013040 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -6013033.000000 Penalty: 1069.176270
	Iteration 32Q: 3 clusters Score -6013033 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -6013055.500000 Penalty: 1069.176270
	Iteration 33Q: 3 clusters Score -6013056 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -6013075.500000 Penalty: 1069.176270
	Iteration 34Q: 3 clusters Score -6013076 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78734 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -6013078.000000 Penalty: 1069.176270
	Iteration 35Q: 3 clusters Score -6013078 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -6013087.500000 Penalty: 1069.176270
	Iteration 36Q: 3 clusters Score -6013088 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -6013083.500000 Penalty: 1069.176270
	Iteration 37Q: 3 clusters Score -6013084 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -6013124.000000 Penalty: 1069.176270
	Iteration 38Q: 3 clusters Score -6013124 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77766 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -6013111.500000 Penalty: 1069.176270
	Iteration 39Q: 3 clusters Score -6013112 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -6013142.500000 Penalty: 1069.176270
	Iteration 40F: 3 clusters Score -6013142 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -6013160.000000 Penalty: 1069.176270
	Iteration 41Q: 3 clusters Score -6013160 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -6013165.000000 Penalty: 1069.176270
	Iteration 42Q: 3 clusters Score -6013165 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76778 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -6013167.000000 Penalty: 1069.176270
	Iteration 43Q: 3 clusters Score -6013167 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -6013180.500000 Penalty: 1069.176270
	Iteration 44Q: 3 clusters Score -6013180 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -6013194.500000 Penalty: 1069.176270
	Iteration 45Q: 3 clusters Score -6013194 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -6013200.000000 Penalty: 1069.176270
	Iteration 46Q: 3 clusters Score -6013200 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6013206.500000 Penalty: 1069.176270
	Iteration 47Q: 3 clusters Score -6013206 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -6013206.500000 Penalty: 1069.176270
	Iteration 48Q: 3 clusters Score -6013206 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -6013217.000000 Penalty: 1069.176270
	Iteration 49Q: 3 clusters Score -6013217 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -6013239.000000 Penalty: 1069.176270
	Iteration 50Q: 3 clusters Score -6013239 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75260 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -6013238.000000 Penalty: 1069.176270
	Iteration 51Q: 3 clusters Score -6013238 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -6013230.500000 Penalty: 1069.176270
	Iteration 52Q: 3 clusters Score -6013230 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -6013235.000000 Penalty: 1069.176270
	Iteration 53Q: 3 clusters Score -6013235 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -6013214.000000 Penalty: 1069.176270
	Iteration 54Q: 3 clusters Score -6013214 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -6013224.000000 Penalty: 1069.176270
	Iteration 55Q: 3 clusters Score -6013224 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -6013200.000000 Penalty: 1069.176270
	Iteration 56Q: 3 clusters Score -6013200 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -6013235.500000 Penalty: 1069.176270
	Iteration 57Q: 3 clusters Score -6013236 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -6013220.500000 Penalty: 1069.176270
	Iteration 58Q: 3 clusters Score -6013220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73672 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -6013223.000000 Penalty: 1069.176270
	Iteration 59Q: 3 clusters Score -6013223 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -6013223.000000 Penalty: 1069.176270
	Iteration 60F: 3 clusters Score -6013223 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -6013227.500000 Penalty: 1069.176270
	Iteration 61Q: 3 clusters Score -6013228 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -6013237.000000 Penalty: 1069.176270
	Iteration 62Q: 3 clusters Score -6013237 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -6013241.000000 Penalty: 1069.176270
	Iteration 63Q: 3 clusters Score -6013241 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -6013242.000000 Penalty: 1069.176270
	Iteration 64Q: 3 clusters Score -6013242 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -6013236.500000 Penalty: 1069.176270
	Iteration 65Q: 3 clusters Score -6013236 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -6013231.500000 Penalty: 1069.176270
	Iteration 66Q: 3 clusters Score -6013232 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72320 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -6013242.000000 Penalty: 1069.176270
	Iteration 67Q: 3 clusters Score -6013242 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -6013233.000000 Penalty: 1069.176270
	Iteration 68Q: 3 clusters Score -6013233 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -6013236.000000 Penalty: 1069.176270
	Iteration 69Q: 3 clusters Score -6013236 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -6013243.000000 Penalty: 1069.176270
	Iteration 70Q: 3 clusters Score -6013243 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -6013267.500000 Penalty: 1069.176270
	Iteration 71Q: 3 clusters Score -6013268 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -6013288.000000 Penalty: 1069.176270
	Iteration 72Q: 3 clusters Score -6013288 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -6013286.500000 Penalty: 1069.176270
	Iteration 73Q: 3 clusters Score -6013286 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -6013295.500000 Penalty: 1069.176270
	Iteration 74Q: 3 clusters Score -6013296 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -6013297.000000 Penalty: 1069.176270
	Iteration 75Q: 3 clusters Score -6013297 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -6013300.500000 Penalty: 1069.176270
	Iteration 76Q: 3 clusters Score -6013300 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -6013320.500000 Penalty: 1069.176270
	Iteration 77Q: 3 clusters Score -6013320 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -6013341.500000 Penalty: 1069.176270
	Iteration 78Q: 3 clusters Score -6013342 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -6013356.000000 Penalty: 1069.176270
	Iteration 79Q: 3 clusters Score -6013356 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -6013354.500000 Penalty: 1069.176270
	Iteration 80F: 3 clusters Score -6013354 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -6013375.500000 Penalty: 1069.176270
	Iteration 81Q: 3 clusters Score -6013376 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -6013379.500000 Penalty: 1069.176270
	Iteration 82Q: 3 clusters Score -6013380 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -6013391.000000 Penalty: 1069.176270
	Iteration 83Q: 3 clusters Score -6013391 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -6013368.000000 Penalty: 1069.176270
	Iteration 84Q: 3 clusters Score -6013368 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -6013378.000000 Penalty: 1069.176270
	Iteration 85Q: 3 clusters Score -6013378 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -6013381.000000 Penalty: 1069.176270
	Iteration 86Q: 3 clusters Score -6013381 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -6013385.500000 Penalty: 1069.176270
	Iteration 87Q: 3 clusters Score -6013386 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -6013397.000000 Penalty: 1069.176270
	Iteration 88Q: 3 clusters Score -6013397 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -6013412.000000 Penalty: 1069.176270
	Iteration 89Q: 3 clusters Score -6013412 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -6013408.000000 Penalty: 1069.176270
	Iteration 90Q: 3 clusters Score -6013408 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -6013408.500000 Penalty: 1069.176270
	Iteration 91Q: 3 clusters Score -6013408 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -6013443.000000 Penalty: 1069.176270
	Iteration 92Q: 3 clusters Score -6013443 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -6013457.000000 Penalty: 1069.176270
	Iteration 93Q: 3 clusters Score -6013457 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -6013455.500000 Penalty: 1069.176270
	Iteration 94Q: 3 clusters Score -6013456 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -6013468.000000 Penalty: 1069.176270
	Iteration 95Q: 3 clusters Score -6013468 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -6013479.500000 Penalty: 1069.176270
	Iteration 96Q: 3 clusters Score -6013480 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -6013476.500000 Penalty: 1069.176270
	Iteration 97Q: 3 clusters Score -6013476 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -6013486.500000 Penalty: 1069.176270
	Iteration 98Q: 3 clusters Score -6013486 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -6013472.500000 Penalty: 1069.176270
	Iteration 99Q: 3 clusters Score -6013472 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -6013466.500000 Penalty: 1069.176270
	Iteration 100F: 3 clusters Score -6013466 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -6013480.000000 Penalty: 1069.176270
	Iteration 101Q: 3 clusters Score -6013480 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -6013488.000000 Penalty: 1069.176270
	Iteration 102Q: 3 clusters Score -6013488 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -6013516.500000 Penalty: 1069.176270
	Iteration 103Q: 3 clusters Score -6013516 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -6013521.000000 Penalty: 1069.176270
	Iteration 104Q: 3 clusters Score -6013521 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -6013514.500000 Penalty: 1069.176270
	Iteration 105Q: 3 clusters Score -6013514 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -6013531.000000 Penalty: 1069.176270
	Iteration 106Q: 3 clusters Score -6013531 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -6013520.000000 Penalty: 1069.176270
	Iteration 107Q: 3 clusters Score -6013520 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -6013528.500000 Penalty: 1069.176270
	Iteration 108Q: 3 clusters Score -6013528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -6013527.500000 Penalty: 1069.176270
	Iteration 109Q: 3 clusters Score -6013528 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -6013542.500000 Penalty: 1069.176270
	Iteration 110Q: 3 clusters Score -6013542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65033 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -6013521.000000 Penalty: 1069.176270
	Iteration 111Q: 3 clusters Score -6013521 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -6013521.000000 Penalty: 1069.176270
	Iteration 112Q: 3 clusters Score -6013521 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -6013529.000000 Penalty: 1069.176270
	Iteration 113Q: 3 clusters Score -6013529 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -6013531.500000 Penalty: 1069.176270
	Iteration 114Q: 3 clusters Score -6013532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -6013551.500000 Penalty: 1069.176270
	Iteration 115Q: 3 clusters Score -6013552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -6013546.000000 Penalty: 1069.176270
	Iteration 116Q: 3 clusters Score -6013546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -6013534.000000 Penalty: 1069.176270
	Iteration 117Q: 3 clusters Score -6013534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -6013532.500000 Penalty: 1069.176270
	Iteration 118Q: 3 clusters Score -6013532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -6013529.500000 Penalty: 1069.176270
	Iteration 119Q: 3 clusters Score -6013530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -6013533.500000 Penalty: 1069.176270
	Iteration 120F: 3 clusters Score -6013534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -6013538.500000 Penalty: 1069.176270
	Iteration 121Q: 3 clusters Score -6013538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -6013545.500000 Penalty: 1069.176270
	Iteration 122Q: 3 clusters Score -6013546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -6013537.000000 Penalty: 1069.176270
	Iteration 123Q: 3 clusters Score -6013537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -6013545.000000 Penalty: 1069.176270
	Iteration 124Q: 3 clusters Score -6013545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -6013556.000000 Penalty: 1069.176270
	Iteration 125Q: 3 clusters Score -6013556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -6013557.000000 Penalty: 1069.176270
	Iteration 126Q: 3 clusters Score -6013557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -6013546.000000 Penalty: 1069.176270
	Iteration 127Q: 3 clusters Score -6013546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -6013540.000000 Penalty: 1069.176270
	Iteration 128Q: 3 clusters Score -6013540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -6013540.500000 Penalty: 1069.176270
	Iteration 129Q: 3 clusters Score -6013540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -6013534.000000 Penalty: 1069.176270
	Iteration 130Q: 3 clusters Score -6013534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -6013540.000000 Penalty: 1069.176270
	Iteration 131Q: 3 clusters Score -6013540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -6013536.000000 Penalty: 1069.176270
	Iteration 132Q: 3 clusters Score -6013536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -6013538.500000 Penalty: 1069.176270
	Iteration 133Q: 3 clusters Score -6013538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63542 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -6013540.000000 Penalty: 1069.176270
	Iteration 134Q: 3 clusters Score -6013540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -6013539.000000 Penalty: 1069.176270
	Iteration 135Q: 3 clusters Score -6013539 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -6013541.500000 Penalty: 1069.176270
	Iteration 136Q: 3 clusters Score -6013542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -6013541.500000 Penalty: 1069.176270
	Iteration 137Q: 3 clusters Score -6013542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -6013542.000000 Penalty: 1069.176270
	Iteration 138Q: 3 clusters Score -6013542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -6013547.000000 Penalty: 1069.176270
	Iteration 139Q: 3 clusters Score -6013547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -6013554.000000 Penalty: 1069.176270
	Iteration 140F: 3 clusters Score -6013554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -6013556.500000 Penalty: 1069.176270
	Iteration 141Q: 3 clusters Score -6013556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -6013551.000000 Penalty: 1069.176270
	Iteration 142Q: 3 clusters Score -6013551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -6013554.500000 Penalty: 1069.176270
	Iteration 143Q: 3 clusters Score -6013554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -6013553.000000 Penalty: 1069.176270
	Iteration 144Q: 3 clusters Score -6013553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -6013556.500000 Penalty: 1069.176270
	Iteration 145Q: 3 clusters Score -6013556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -6013556.000000 Penalty: 1069.176270
	Iteration 146Q: 3 clusters Score -6013556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -6013551.500000 Penalty: 1069.176270
	Iteration 147Q: 3 clusters Score -6013552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -6013551.500000 Penalty: 1069.176270
	Iteration 148Q: 3 clusters Score -6013552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -6013559.500000 Penalty: 1069.176270
	Iteration 149Q: 3 clusters Score -6013560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -6013561.500000 Penalty: 1069.176270
	Iteration 150Q: 3 clusters Score -6013562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -6013561.500000 Penalty: 1069.176270
	Iteration 151F: 3 clusters Score -6013562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87351 members 
Entering Unmasked Estep 
Score: -4252962.000000 Penalty: 517.684875
	Iteration 0F: 2 clusters Score -4252962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -4193726.500000 Penalty: 1035.369751
	Iteration 0F: 3 clusters Score -4193726 nChanged 42619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -4220813.000000 Penalty: 1035.369751
	Iteration 1F: 3 clusters Score -4220813 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -4224147.500000 Penalty: 1035.369751
	Iteration 2F: 3 clusters Score -4224148 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -4230006.000000 Penalty: 1035.369751
	Iteration 3F: 3 clusters Score -4230006 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -4237495.000000 Penalty: 1035.369751
	Iteration 4F: 3 clusters Score -4237495 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -4244172.500000 Penalty: 1035.369751
	Iteration 5F: 3 clusters Score -4244172 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -4248557.500000 Penalty: 1035.369751
	Iteration 6Q: 3 clusters Score -4248558 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -4250983.500000 Penalty: 1035.369751
	Iteration 7Q: 3 clusters Score -4250984 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -4251954.500000 Penalty: 1035.369751
	Iteration 8Q: 3 clusters Score -4251954 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -4252357.000000 Penalty: 1035.369751
	Iteration 9Q: 3 clusters Score -4252357 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -4252532.500000 Penalty: 1035.369751
	Iteration 10Q: 3 clusters Score -4252532 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -4252608.000000 Penalty: 1035.369751
	Iteration 11Q: 3 clusters Score -4252608 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -4252665.000000 Penalty: 1035.369751
	Iteration 12Q: 3 clusters Score -4252665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -4252685.500000 Penalty: 1035.369751
	Iteration 13Q: 3 clusters Score -4252686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -4252696.500000 Penalty: 1035.369751
	Iteration 14Q: 3 clusters Score -4252696 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 85584 members 
Entering Unmasked Estep 
Score: -4252708.500000 Penalty: 1035.369751
	Iteration 15Q: 3 clusters Score -4252708 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -4252710.500000 Penalty: 1035.369751
	Iteration 16Q: 3 clusters Score -4252710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -4252721.000000 Penalty: 1035.369751
	Iteration 17Q: 3 clusters Score -4252721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -4252728.000000 Penalty: 1035.369751
	Iteration 18Q: 3 clusters Score -4252728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
Score: -4252727.000000 Penalty: 1035.369751
	Iteration 19Q: 3 clusters Score -4252727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -4252738.000000 Penalty: 1035.369751
	Iteration 20F: 3 clusters Score -4252738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -4252739.500000 Penalty: 1035.369751
	Iteration 21Q: 3 clusters Score -4252740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 85770 members 
Entering Unmasked Estep 
Score: -4252748.000000 Penalty: 1035.369751
	Iteration 22Q: 3 clusters Score -4252748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -4252748.000000 Penalty: 1035.369751
	Iteration 23Q: 3 clusters Score -4252748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -4252756.000000 Penalty: 1035.369751
	Iteration 24Q: 3 clusters Score -4252756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -4252757.000000 Penalty: 1035.369751
	Iteration 25Q: 3 clusters Score -4252757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -4252765.000000 Penalty: 1035.369751
	Iteration 26Q: 3 clusters Score -4252765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -4252763.500000 Penalty: 1035.369751
	Iteration 27Q: 3 clusters Score -4252764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -4252768.500000 Penalty: 1035.369751
	Iteration 28Q: 3 clusters Score -4252768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -4252769.000000 Penalty: 1035.369751
	Iteration 29Q: 3 clusters Score -4252769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 85862 members 
Entering Unmasked Estep 
Score: -4252779.000000 Penalty: 1035.369751
	Iteration 30Q: 3 clusters Score -4252779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -4252774.500000 Penalty: 1035.369751
	Iteration 31Q: 3 clusters Score -4252774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -4252778.000000 Penalty: 1035.369751
	Iteration 32Q: 3 clusters Score -4252778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -4252777.500000 Penalty: 1035.369751
	Iteration 33Q: 3 clusters Score -4252778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -4252778.000000 Penalty: 1035.369751
	Iteration 34Q: 3 clusters Score -4252778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 85885 members 
Entering Unmasked Estep 
Score: -4252780.000000 Penalty: 1035.369751
	Iteration 35Q: 3 clusters Score -4252780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 85888 members 
Entering Unmasked Estep 
Score: -4252779.500000 Penalty: 1035.369751
	Iteration 36Q: 3 clusters Score -4252780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 85889 members 
Entering Unmasked Estep 
Score: -4252778.500000 Penalty: 1035.369751
	Iteration 37Q: 3 clusters Score -4252778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -4252779.500000 Penalty: 1035.369751
	Iteration 38Q: 3 clusters Score -4252780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 85895 members 
Entering Unmasked Estep 
Score: -4252781.000000 Penalty: 1035.369751
	Iteration 39Q: 3 clusters Score -4252781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -4252782.500000 Penalty: 1035.369751
	Iteration 40F: 3 clusters Score -4252782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -4252782.500000 Penalty: 1035.369751
	Iteration 41Q: 3 clusters Score -4252782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -4252782.500000 Penalty: 1035.369751
	Iteration 42F: 3 clusters Score -4252782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (74190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Entering Unmasked Estep 
Score: -3788862.750000 Penalty: 510.254517
	Iteration 0F: 2 clusters Score -3788863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -3738902.750000 Penalty: 1020.509033
	Iteration 0F: 3 clusters Score -3738903 nChanged 36164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3762443.750000 Penalty: 1020.509033
	Iteration 1F: 3 clusters Score -3762444 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3765074.750000 Penalty: 1020.509033
	Iteration 2F: 3 clusters Score -3765075 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3769404.500000 Penalty: 1020.509033
	Iteration 3F: 3 clusters Score -3769404 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3775476.000000 Penalty: 1020.509033
	Iteration 4F: 3 clusters Score -3775476 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3781946.000000 Penalty: 1020.509033
	Iteration 5F: 3 clusters Score -3781946 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3786297.250000 Penalty: 1020.509033
	Iteration 6F: 3 clusters Score -3786297 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73614 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3787862.250000 Penalty: 1020.509033
	Iteration 7Q: 3 clusters Score -3787862 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3788261.500000 Penalty: 1020.509033
	Iteration 8Q: 3 clusters Score -3788262 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3788342.000000 Penalty: 1020.509033
	Iteration 9Q: 3 clusters Score -3788342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3788383.750000 Penalty: 1020.509033
	Iteration 10Q: 3 clusters Score -3788384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74146 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3788394.000000 Penalty: 1020.509033
	Iteration 11Q: 3 clusters Score -3788394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3788400.250000 Penalty: 1020.509033
	Iteration 12Q: 3 clusters Score -3788400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3788402.000000 Penalty: 1020.509033
	Iteration 13Q: 3 clusters Score -3788402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3788402.750000 Penalty: 1020.509033
	Iteration 14Q: 3 clusters Score -3788403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3788402.750000 Penalty: 1020.509033
	Iteration 15F: 3 clusters Score -3788403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -28187.019531 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -281